From d8982686afd7ef6ce52ddeaa17011ccda558d666 Mon Sep 17 00:00:00 2001 From: Jeremy Kothe Date: Wed, 14 Oct 2026 05:13:27 +1100 Subject: [PATCH 1/6] =?UTF-8?q?Conditional=20=CE=BA=20=3D=200.001672691689?= =?UTF-8?q?152441:=20rank-seven=20helper=20ends=20and=20T16=20owner=20pack?= =?UTF-8?q?ing=20on=20the=20seven-slot=20k8=20word?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .gitattributes | 1 + research/gauge44-ends7-t16/CONSTRUCTION.md | 210 + research/gauge44-ends7-t16/LICENSE | 201 + .../gauge44-ends7-t16/LOCAL-VALIDATION.json | 356 + research/gauge44-ends7-t16/MANIFEST.json | 197 + research/gauge44-ends7-t16/NOTICE.md | 24 + .../gauge44-ends7-t16/PROOF-NOTE-BARCH.md | 43 + research/gauge44-ends7-t16/PROOF-NOTE-BIT.md | 112 + .../gauge44-ends7-t16/PROOF-NOTE-FRAMES-X4.md | 58 + .../gauge44-ends7-t16/PROOF-NOTE-LAYERS.md | 129 + .../gauge44-ends7-t16/PROOF-NOTE-LEAVER.md | 82 + .../gauge44-ends7-t16/PROOF-NOTE-NOTRI.md | 53 + research/gauge44-ends7-t16/PROOF-NOTE-P6N.md | 34 + .../gauge44-ends7-t16/PROOF-NOTE-PROMO.md | 46 + research/gauge44-ends7-t16/PROOF-NOTE-SW4.md | 44 + research/gauge44-ends7-t16/README.md | 338 + research/gauge44-ends7-t16/RESULT.json | 114 + research/gauge44-ends7-t16/SOURCES.json | 36 + research/gauge44-ends7-t16/UPSTREAM-NOTICE.md | 34 + research/gauge44-ends7-t16/code/assemble.py | 241 + .../code/assembly_controls.py | 260 + .../gauge44-ends7-t16/code/audit_allcold.py | 254 + .../code/bind_providers_portable.py | 67 + .../code/bit_supplier_controls.py | 111 + .../gauge44-ends7-t16/code/emit_allcold.py | 150 + .../gauge44-ends7-t16/code/freeze_spec.py | 29 + .../code/generated_identity.py | 62 + .../gauge44-ends7-t16/code/invoice_allcold.py | 329 + .../gauge44-ends7-t16/code/prepare_global.py | 124 + .../gauge44-ends7-t16/code/restore_parent.py | 67 + research/gauge44-ends7-t16/code/witness.py | 55 + .../construction/COLD44-RECIPE.json.gz | Bin 0 -> 100443 bytes .../construction/COMPLETION-PRIORITY.json | 746 + .../construction/INPUTS.json | 65 + .../gauge44-ends7-t16/construction/LICENSE | 201 + .../gauge44-ends7-t16/construction/NOTICE.md | 9 + .../construction/REBUILD-CHECKS.json | 51 + .../construction/UPSTREAM-NOTICE.md | 34 + .../barch/LOCAL-PINS-barch-U8.json | 50 + .../construction/barch/RECIPE-U8.json | 1528 + .../construction/barch/build_tri.py | 87 + .../construction/barch/reproduce_barch.py | 92 + .../construction/barch/run_controls.py | 33 + .../construction/build_gauge_cold44.py | 210 + .../construction/construct_gauge_xcentre.py | 381 + .../construction/ends7/ENDS7-PINS-k8.json | 17 + .../construction/ends7/README.md | 33 + .../construction/ends7/RECIPE-ENDS7-k8.json | 1 + .../construction/ends7/build_ends7.py | 76 + .../construction/ends7/end7_controls.py | 56 + .../construction/ends7/fastpath/NOTICE.md | 33 + .../construction/ends7/fastpath/PROOF.md | 81 + .../construction/ends7/fastpath/lowering.py | 65 + .../ends7/fastpath/phases_fast.py | 120 + .../ends7/fastpath/sparse_state.py | 65 + .../ends7/premise/inputs/CODED-CELLS-k8.json | 2826 + .../ends7/premise/inputs/TRI-LEAVER-k8.json | 590 + .../ends7/premise/premise_check.py | 15 + .../construction/ends7/premise/verify_1049.py | 430 + .../construction/ends7/verify_ends7.py | 132 + .../construction/frames/FRAME-RECIPE-sw4.json | 167 + .../frames/LOCAL-PINS-frames-sw4.json | 12 + .../construction/frames/build_frames.py | 63 + .../construction/frames/frame_controls.py | 45 + .../construction/frames/reproduce_frames.py | 89 + .../construction/jx/LOCAL-PINS-jx-X4.json | 11 + .../construction/jx/RECIPE-X4.json | 1412 + .../construction/jx/build_jx.py | 167 + .../construction/jx/reproduce_jx.py | 99 + .../construction/layers/build_pivot_swap.py | 160 + .../construction/layers/layer_end_controls.py | 201 + .../construction/layers/reproduce_layers.py | 105 + .../layers_np/COLD-LAYERS-RECIPE-NP.json.gz | Bin 0 -> 31578 bytes .../construction/layers_np/HPE-RECIPE-NP.json | 1 + .../construction/layers_np/PIVOT-SWAP-NP.json | 588 + .../construction/layers_np/reproduce_np.py | 149 + .../layers_p6n/COLD-LAYERS-RECIPE-P6N.json.gz | Bin 0 -> 32594 bytes .../construction/layers_p6n/P6N-SPEC.json | 1 + .../layers_p6n/layer_end_controls.py | 199 + .../construction/layers_p6n/reproduce_p6n.py | 78 + .../construction/leaver/CHAIN-PINS-k8.json | 89 + .../construction/leaver/CODED-CELLS-k8.json | 2826 + .../leaver/COLD-LAYERS-RECIPE-NP-k8.json.gz | Bin 0 -> 30489 bytes .../leaver/COLD-LAYERS-RECIPE-P6N-k8.json.gz | Bin 0 -> 30886 bytes .../leaver/FRAME-RECIPE-LV-k8.json | 2987 + .../construction/leaver/HPE-RECIPE-k8.json | 1 + .../construction/leaver/LEAVER-PINS-k8.json | 45 + .../leaver/LEC-REASON-PINS-STACK-k8.json | 5 + .../leaver/LEC-REASON-PINS-k8.json | 6 + .../construction/leaver/PIVOT-SWAP-k8.json | 1 + .../construction/leaver/PROMO-RECIPE-k8.json | 971 + .../construction/leaver/RECIPE-U8-k8.json | 933 + .../construction/leaver/RECIPE-X4-k8.json | 75 + .../leaver/REGROUP-LEAVER-k8.json | 725 + .../construction/leaver/TRI-LEAVER-k8.json | 590 + .../construction/leaver/build_frames_lv.py | 64 + .../leaver/cells-k8/CORE-01+.json | 216 + .../leaver/cells-k8/CORE-01-.json | 216 + .../leaver/cells-k8/CORE-23+.json | 216 + .../leaver/cells-k8/CORE-23-.json | 216 + .../leaver/cells-k8/CORE-45+.json | 216 + .../leaver/cells-k8/CORE-45-.json | 216 + .../leaver/cells-k8/CORE-67+.json | 216 + .../leaver/cells-k8/CORE-67-.json | 216 + .../construction/leaver/cgx_leaver.py | 491 + .../leaver/layer_end_controls_leaver.py | 242 + .../construction/leaver/reproduce_leaver.py | 177 + .../leaver/reproduce_leaver_chain.py | 187 + .../construction/notri/PRIO6.json | 1 + .../construction/notri/cgx.py | 469 + .../construction/notri/cold44x.py | 217 + .../construction/notri/port_stage_x.py | 125 + .../construction/notri/reproduce_notri.py | 166 + .../construction/promo/LOCAL-PINS-p6n-k4.json | 11 + .../promo/PROMO-RECIPE-p6n-k4.json | 971 + .../construction/promo/build_promotion.py | 109 + .../construction/promo/make_recipe.py | 12 + .../construction/promo/promo_controls.py | 115 + .../construction/promo/reproduce_promo.py | 99 + .../construction/reproduce.py | 194 + .../construction/slots/RECIPE-SLOTS-k8.json | 991 + .../construction/slots/SLOT-PINS-k8.json | 47 + .../construction/slots/verify_slots.py | 122 + .../construction/sw4/LOCAL-PINS-sw4-P6k4.json | 11 + .../construction/sw4/NOTES.md | 21 + .../construction/sw4/SW4-RECIPE-P6k4.json | 314 + .../construction/sw4/build_sw4.py | 203 + .../construction/sw4/reproduce_sw4.py | 87 + research/gauge44-ends7-t16/data/FRONTIER.json | 36 + .../gauge44-ends7-t16/data/OWNERS.json.gz | Bin 0 -> 821532 bytes research/gauge44-ends7-t16/data/PLAN.json | 85662 ++++++++++++++++ .../gauge44-ends7-t16/data/PREPARATION.json | 45 + research/gauge44-ends7-t16/data/SPEC-T8.json | 1327 + research/gauge44-ends7-t16/data/SPEC.json | 1978 + .../gauge44-ends7-t16/data/T8/OWNERS.json.gz | Bin 0 -> 411404 bytes research/gauge44-ends7-t16/data/T8/PLAN.json | 40249 ++++++++ .../gauge44-ends7-t16/data/UPSTREAM-PINS.json | 23 + .../evidence/ADMISSION-CONTROLS.json | 102 + .../gauge44-ends7-t16/evidence/ASSEMBLY.json | 336 + .../gauge44-ends7-t16/evidence/BINDING.json | 25 + .../evidence/CENTER-COMPATIBILITY.json | 112 + .../evidence/ENDS7-T16-STANDALONE.json | 209 + .../evidence/LOCAL-STAGES.json | 27 + .../gauge44-ends7-t16/evidence/REPLAY.json | 54 + .../gauge44-ends7-t16/evidence/STAGES.json | 44 + .../evidence/audit/ASYNC-AUDIT.json | 84 + .../evidence/audit/GLOBAL-PREFIX.json | 13 + .../evidence/audit/IDLE-REMAINDER-FRAMES.json | 25 + .../evidence/audit/OWNERS-AND-PROFILE.json | 61 + .../evidence/audit/PREFIX-AND-INVOICE.json | 1746 + .../evidence/global/ACTUAL-SIGMAS.json.gz | Bin 0 -> 455688 bytes .../evidence/global/GLOBAL-TEMPLATE.json.gz | Bin 0 -> 989629 bytes .../evidence/global/HOSTED.json | 60 + .../global/IDLE-REMAINDER-FRAMES.json.gz | Bin 0 -> 28938 bytes .../evidence/layers/LOCAL-AUDIT-LAYERED.json | 137 + .../evidence/leaver/CELL-MUTANTS-LV.json | 261 + .../evidence/leaver/FRAME-CONTROLS-LV-k8.json | 54 + .../evidence/local/CANONICAL-WORD.json.gz | Bin 0 -> 150886 bytes .../evidence/local/CLIFFORD-RECIPES.json | 1 + .../evidence/local/CLIFFORD-REVIEW.json | 19 + .../evidence/local/FULL-WORD.json.gz | Bin 0 -> 126885 bytes .../local/INDEPENDENT-LOCAL-REPLAY.json | 71 + .../evidence/local/LOCAL-CHECKS.json | 36 + .../evidence/local/LOCAL-PROGRAMS.json.gz | Bin 0 -> 355310 bytes .../evidence/local/RESIDUAL-ADAPTERS.json | 1 + .../evidence/local/SCALAR-FRAME-AUDIT.json | 654 + .../evidence/local/WRAPPER-CHECKS.json | 413 + research/gauge44-ends7-t16/hosting/PROOF.md | 237 + research/gauge44-ends7-t16/hosting/README.md | 162 + .../gauge44-ends7-t16/hosting/audit_frozen.py | 169 + .../hosting/expand_owners.py | 186 + .../hosting/frozen/FROZEN-AUDIT.json | 57 + .../hosting/frozen/MAJORIZATION.json.gz | Bin 0 -> 4252 bytes .../hosting/frozen/MANIFEST.json | 114 + .../hosting/frozen/MATCHING-RECEIPT.json | 1205 + .../hosting/frozen/OWNERS.json.gz | Bin 0 -> 419780 bytes .../hosting/frozen/REPRODUCTION.json | 29 + .../hosting/frozen/SEED-OWNERS.json.gz | Bin 0 -> 418617 bytes .../hosting/frozen/SEED-RECEIPT.json | 1537 + .../hosting/frozen/SEED-REPRODUCTION.json | 29 + .../gauge44-ends7-t16/hosting/reproduce.py | 100 + .../gauge44-ends7-t16/hosting/reuse_owners.py | 230 + .../independent/CENTRE-GUARD-REVIEW.md | 79 + .../GAUGE-COLD44-INDEPENDENT-AUDIT.json | 137 + .../GAUGE44-GLOBAL-GUARD-REVIEW.json | 47 + .../GAUGE44-INDEPENDENT-PRICE.json | 156 + .../gauge44-ends7-t16/independent/README.md | 43 + .../independent/audit_local.py | 171 + .../independent/price_profile.py | 161 + .../independent/review_guards.py | 46 + .../inputs/PR589-EXPECTED.json | 222 + research/gauge44-ends7-t16/t16/NOTICE.md | 39 + .../gauge44-ends7-t16/t16/build_parent.py | 281 + research/gauge44-ends7-t16/t16/indep16.py | 306 + research/gauge44-ends7-t16/t16/lift16.py | 102 + research/gauge44-ends7-t16/verify_manifest.py | 19 + research/gauge44-ends7-t16/verify_t16.py | 122 + 197 files changed, 171714 insertions(+) create mode 100644 research/gauge44-ends7-t16/CONSTRUCTION.md create mode 100644 research/gauge44-ends7-t16/LICENSE create mode 100644 research/gauge44-ends7-t16/LOCAL-VALIDATION.json create mode 100644 research/gauge44-ends7-t16/MANIFEST.json create mode 100644 research/gauge44-ends7-t16/NOTICE.md create mode 100644 research/gauge44-ends7-t16/PROOF-NOTE-BARCH.md create mode 100644 research/gauge44-ends7-t16/PROOF-NOTE-BIT.md create mode 100644 research/gauge44-ends7-t16/PROOF-NOTE-FRAMES-X4.md create mode 100644 research/gauge44-ends7-t16/PROOF-NOTE-LAYERS.md create mode 100644 research/gauge44-ends7-t16/PROOF-NOTE-LEAVER.md create mode 100644 research/gauge44-ends7-t16/PROOF-NOTE-NOTRI.md create mode 100644 research/gauge44-ends7-t16/PROOF-NOTE-P6N.md create mode 100644 research/gauge44-ends7-t16/PROOF-NOTE-PROMO.md create mode 100644 research/gauge44-ends7-t16/PROOF-NOTE-SW4.md create mode 100644 research/gauge44-ends7-t16/README.md create mode 100644 research/gauge44-ends7-t16/RESULT.json create mode 100644 research/gauge44-ends7-t16/SOURCES.json create mode 100644 research/gauge44-ends7-t16/UPSTREAM-NOTICE.md create mode 100644 research/gauge44-ends7-t16/code/assemble.py create mode 100644 research/gauge44-ends7-t16/code/assembly_controls.py create mode 100644 research/gauge44-ends7-t16/code/audit_allcold.py create mode 100644 research/gauge44-ends7-t16/code/bind_providers_portable.py create mode 100644 research/gauge44-ends7-t16/code/bit_supplier_controls.py create mode 100644 research/gauge44-ends7-t16/code/emit_allcold.py create mode 100644 research/gauge44-ends7-t16/code/freeze_spec.py create mode 100644 research/gauge44-ends7-t16/code/generated_identity.py create mode 100644 research/gauge44-ends7-t16/code/invoice_allcold.py create mode 100644 research/gauge44-ends7-t16/code/prepare_global.py create mode 100644 research/gauge44-ends7-t16/code/restore_parent.py create mode 100644 research/gauge44-ends7-t16/code/witness.py create mode 100644 research/gauge44-ends7-t16/construction/COLD44-RECIPE.json.gz create mode 100644 research/gauge44-ends7-t16/construction/COMPLETION-PRIORITY.json create mode 100644 research/gauge44-ends7-t16/construction/INPUTS.json create mode 100644 research/gauge44-ends7-t16/construction/LICENSE create mode 100644 research/gauge44-ends7-t16/construction/NOTICE.md create mode 100644 research/gauge44-ends7-t16/construction/REBUILD-CHECKS.json create mode 100644 research/gauge44-ends7-t16/construction/UPSTREAM-NOTICE.md create mode 100644 research/gauge44-ends7-t16/construction/barch/LOCAL-PINS-barch-U8.json create mode 100644 research/gauge44-ends7-t16/construction/barch/RECIPE-U8.json create mode 100644 research/gauge44-ends7-t16/construction/barch/build_tri.py create mode 100644 research/gauge44-ends7-t16/construction/barch/reproduce_barch.py create mode 100644 research/gauge44-ends7-t16/construction/barch/run_controls.py create mode 100644 research/gauge44-ends7-t16/construction/build_gauge_cold44.py create mode 100644 research/gauge44-ends7-t16/construction/construct_gauge_xcentre.py create mode 100644 research/gauge44-ends7-t16/construction/ends7/ENDS7-PINS-k8.json create mode 100644 research/gauge44-ends7-t16/construction/ends7/README.md create mode 100644 research/gauge44-ends7-t16/construction/ends7/RECIPE-ENDS7-k8.json create mode 100644 research/gauge44-ends7-t16/construction/ends7/build_ends7.py create mode 100644 research/gauge44-ends7-t16/construction/ends7/end7_controls.py create mode 100644 research/gauge44-ends7-t16/construction/ends7/fastpath/NOTICE.md create mode 100644 research/gauge44-ends7-t16/construction/ends7/fastpath/PROOF.md create mode 100644 research/gauge44-ends7-t16/construction/ends7/fastpath/lowering.py create mode 100644 research/gauge44-ends7-t16/construction/ends7/fastpath/phases_fast.py create mode 100644 research/gauge44-ends7-t16/construction/ends7/fastpath/sparse_state.py create mode 100644 research/gauge44-ends7-t16/construction/ends7/premise/inputs/CODED-CELLS-k8.json create mode 100644 research/gauge44-ends7-t16/construction/ends7/premise/inputs/TRI-LEAVER-k8.json create mode 100644 research/gauge44-ends7-t16/construction/ends7/premise/premise_check.py create mode 100644 research/gauge44-ends7-t16/construction/ends7/premise/verify_1049.py create mode 100644 research/gauge44-ends7-t16/construction/ends7/verify_ends7.py create mode 100644 research/gauge44-ends7-t16/construction/frames/FRAME-RECIPE-sw4.json create mode 100644 research/gauge44-ends7-t16/construction/frames/LOCAL-PINS-frames-sw4.json create mode 100644 research/gauge44-ends7-t16/construction/frames/build_frames.py create mode 100644 research/gauge44-ends7-t16/construction/frames/frame_controls.py create mode 100644 research/gauge44-ends7-t16/construction/frames/reproduce_frames.py create mode 100644 research/gauge44-ends7-t16/construction/jx/LOCAL-PINS-jx-X4.json create mode 100644 research/gauge44-ends7-t16/construction/jx/RECIPE-X4.json create mode 100644 research/gauge44-ends7-t16/construction/jx/build_jx.py create mode 100644 research/gauge44-ends7-t16/construction/jx/reproduce_jx.py create mode 100644 research/gauge44-ends7-t16/construction/layers/build_pivot_swap.py create mode 100644 research/gauge44-ends7-t16/construction/layers/layer_end_controls.py create mode 100644 research/gauge44-ends7-t16/construction/layers/reproduce_layers.py create mode 100644 research/gauge44-ends7-t16/construction/layers_np/COLD-LAYERS-RECIPE-NP.json.gz create mode 100644 research/gauge44-ends7-t16/construction/layers_np/HPE-RECIPE-NP.json create mode 100644 research/gauge44-ends7-t16/construction/layers_np/PIVOT-SWAP-NP.json create mode 100644 research/gauge44-ends7-t16/construction/layers_np/reproduce_np.py create mode 100644 research/gauge44-ends7-t16/construction/layers_p6n/COLD-LAYERS-RECIPE-P6N.json.gz create mode 100644 research/gauge44-ends7-t16/construction/layers_p6n/P6N-SPEC.json create mode 100644 research/gauge44-ends7-t16/construction/layers_p6n/layer_end_controls.py create mode 100644 research/gauge44-ends7-t16/construction/layers_p6n/reproduce_p6n.py create mode 100644 research/gauge44-ends7-t16/construction/leaver/CHAIN-PINS-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/CODED-CELLS-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/COLD-LAYERS-RECIPE-NP-k8.json.gz create mode 100644 research/gauge44-ends7-t16/construction/leaver/COLD-LAYERS-RECIPE-P6N-k8.json.gz create mode 100644 research/gauge44-ends7-t16/construction/leaver/FRAME-RECIPE-LV-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/HPE-RECIPE-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/LEAVER-PINS-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/LEC-REASON-PINS-STACK-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/LEC-REASON-PINS-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/PIVOT-SWAP-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/PROMO-RECIPE-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/RECIPE-U8-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/RECIPE-X4-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/REGROUP-LEAVER-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/TRI-LEAVER-k8.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/build_frames_lv.py create mode 100644 research/gauge44-ends7-t16/construction/leaver/cells-k8/CORE-01+.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/cells-k8/CORE-01-.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/cells-k8/CORE-23+.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/cells-k8/CORE-23-.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/cells-k8/CORE-45+.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/cells-k8/CORE-45-.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/cells-k8/CORE-67+.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/cells-k8/CORE-67-.json create mode 100644 research/gauge44-ends7-t16/construction/leaver/cgx_leaver.py create mode 100644 research/gauge44-ends7-t16/construction/leaver/layer_end_controls_leaver.py create mode 100644 research/gauge44-ends7-t16/construction/leaver/reproduce_leaver.py create mode 100644 research/gauge44-ends7-t16/construction/leaver/reproduce_leaver_chain.py create mode 100644 research/gauge44-ends7-t16/construction/notri/PRIO6.json create mode 100644 research/gauge44-ends7-t16/construction/notri/cgx.py create mode 100644 research/gauge44-ends7-t16/construction/notri/cold44x.py create mode 100644 research/gauge44-ends7-t16/construction/notri/port_stage_x.py create mode 100644 research/gauge44-ends7-t16/construction/notri/reproduce_notri.py create mode 100644 research/gauge44-ends7-t16/construction/promo/LOCAL-PINS-p6n-k4.json create mode 100644 research/gauge44-ends7-t16/construction/promo/PROMO-RECIPE-p6n-k4.json create mode 100644 research/gauge44-ends7-t16/construction/promo/build_promotion.py create mode 100644 research/gauge44-ends7-t16/construction/promo/make_recipe.py create mode 100644 research/gauge44-ends7-t16/construction/promo/promo_controls.py create mode 100644 research/gauge44-ends7-t16/construction/promo/reproduce_promo.py create mode 100644 research/gauge44-ends7-t16/construction/reproduce.py create mode 100644 research/gauge44-ends7-t16/construction/slots/RECIPE-SLOTS-k8.json create mode 100644 research/gauge44-ends7-t16/construction/slots/SLOT-PINS-k8.json create mode 100644 research/gauge44-ends7-t16/construction/slots/verify_slots.py create mode 100644 research/gauge44-ends7-t16/construction/sw4/LOCAL-PINS-sw4-P6k4.json create mode 100644 research/gauge44-ends7-t16/construction/sw4/NOTES.md create mode 100644 research/gauge44-ends7-t16/construction/sw4/SW4-RECIPE-P6k4.json create mode 100644 research/gauge44-ends7-t16/construction/sw4/build_sw4.py create mode 100644 research/gauge44-ends7-t16/construction/sw4/reproduce_sw4.py create mode 100644 research/gauge44-ends7-t16/data/FRONTIER.json create mode 100644 research/gauge44-ends7-t16/data/OWNERS.json.gz create mode 100644 research/gauge44-ends7-t16/data/PLAN.json create mode 100644 research/gauge44-ends7-t16/data/PREPARATION.json create mode 100644 research/gauge44-ends7-t16/data/SPEC-T8.json create mode 100644 research/gauge44-ends7-t16/data/SPEC.json create mode 100644 research/gauge44-ends7-t16/data/T8/OWNERS.json.gz create mode 100644 research/gauge44-ends7-t16/data/T8/PLAN.json create mode 100644 research/gauge44-ends7-t16/data/UPSTREAM-PINS.json create mode 100644 research/gauge44-ends7-t16/evidence/ADMISSION-CONTROLS.json create mode 100644 research/gauge44-ends7-t16/evidence/ASSEMBLY.json create mode 100644 research/gauge44-ends7-t16/evidence/BINDING.json create mode 100644 research/gauge44-ends7-t16/evidence/CENTER-COMPATIBILITY.json create mode 100644 research/gauge44-ends7-t16/evidence/ENDS7-T16-STANDALONE.json create mode 100644 research/gauge44-ends7-t16/evidence/LOCAL-STAGES.json create mode 100644 research/gauge44-ends7-t16/evidence/REPLAY.json create mode 100644 research/gauge44-ends7-t16/evidence/STAGES.json create mode 100644 research/gauge44-ends7-t16/evidence/audit/ASYNC-AUDIT.json create mode 100644 research/gauge44-ends7-t16/evidence/audit/GLOBAL-PREFIX.json create mode 100644 research/gauge44-ends7-t16/evidence/audit/IDLE-REMAINDER-FRAMES.json create mode 100644 research/gauge44-ends7-t16/evidence/audit/OWNERS-AND-PROFILE.json create mode 100644 research/gauge44-ends7-t16/evidence/audit/PREFIX-AND-INVOICE.json create mode 100644 research/gauge44-ends7-t16/evidence/global/ACTUAL-SIGMAS.json.gz create mode 100644 research/gauge44-ends7-t16/evidence/global/GLOBAL-TEMPLATE.json.gz create mode 100644 research/gauge44-ends7-t16/evidence/global/HOSTED.json create mode 100644 research/gauge44-ends7-t16/evidence/global/IDLE-REMAINDER-FRAMES.json.gz create mode 100644 research/gauge44-ends7-t16/evidence/layers/LOCAL-AUDIT-LAYERED.json create mode 100644 research/gauge44-ends7-t16/evidence/leaver/CELL-MUTANTS-LV.json create mode 100644 research/gauge44-ends7-t16/evidence/leaver/FRAME-CONTROLS-LV-k8.json create mode 100644 research/gauge44-ends7-t16/evidence/local/CANONICAL-WORD.json.gz create mode 100644 research/gauge44-ends7-t16/evidence/local/CLIFFORD-RECIPES.json create mode 100644 research/gauge44-ends7-t16/evidence/local/CLIFFORD-REVIEW.json create mode 100644 research/gauge44-ends7-t16/evidence/local/FULL-WORD.json.gz create mode 100644 research/gauge44-ends7-t16/evidence/local/INDEPENDENT-LOCAL-REPLAY.json create mode 100644 research/gauge44-ends7-t16/evidence/local/LOCAL-CHECKS.json create mode 100644 research/gauge44-ends7-t16/evidence/local/LOCAL-PROGRAMS.json.gz create mode 100644 research/gauge44-ends7-t16/evidence/local/RESIDUAL-ADAPTERS.json create mode 100644 research/gauge44-ends7-t16/evidence/local/SCALAR-FRAME-AUDIT.json create mode 100644 research/gauge44-ends7-t16/evidence/local/WRAPPER-CHECKS.json create mode 100644 research/gauge44-ends7-t16/hosting/PROOF.md create mode 100644 research/gauge44-ends7-t16/hosting/README.md create mode 100644 research/gauge44-ends7-t16/hosting/audit_frozen.py create mode 100644 research/gauge44-ends7-t16/hosting/expand_owners.py create mode 100644 research/gauge44-ends7-t16/hosting/frozen/FROZEN-AUDIT.json create mode 100644 research/gauge44-ends7-t16/hosting/frozen/MAJORIZATION.json.gz create mode 100644 research/gauge44-ends7-t16/hosting/frozen/MANIFEST.json create mode 100644 research/gauge44-ends7-t16/hosting/frozen/MATCHING-RECEIPT.json create mode 100644 research/gauge44-ends7-t16/hosting/frozen/OWNERS.json.gz create mode 100644 research/gauge44-ends7-t16/hosting/frozen/REPRODUCTION.json create mode 100644 research/gauge44-ends7-t16/hosting/frozen/SEED-OWNERS.json.gz create mode 100644 research/gauge44-ends7-t16/hosting/frozen/SEED-RECEIPT.json create mode 100644 research/gauge44-ends7-t16/hosting/frozen/SEED-REPRODUCTION.json create mode 100644 research/gauge44-ends7-t16/hosting/reproduce.py create mode 100644 research/gauge44-ends7-t16/hosting/reuse_owners.py create mode 100644 research/gauge44-ends7-t16/independent/CENTRE-GUARD-REVIEW.md create mode 100644 research/gauge44-ends7-t16/independent/GAUGE-COLD44-INDEPENDENT-AUDIT.json create mode 100644 research/gauge44-ends7-t16/independent/GAUGE44-GLOBAL-GUARD-REVIEW.json create mode 100644 research/gauge44-ends7-t16/independent/GAUGE44-INDEPENDENT-PRICE.json create mode 100644 research/gauge44-ends7-t16/independent/README.md create mode 100644 research/gauge44-ends7-t16/independent/audit_local.py create mode 100644 research/gauge44-ends7-t16/independent/price_profile.py create mode 100644 research/gauge44-ends7-t16/independent/review_guards.py create mode 100644 research/gauge44-ends7-t16/inputs/PR589-EXPECTED.json create mode 100644 research/gauge44-ends7-t16/t16/NOTICE.md create mode 100644 research/gauge44-ends7-t16/t16/build_parent.py create mode 100644 research/gauge44-ends7-t16/t16/indep16.py create mode 100644 research/gauge44-ends7-t16/t16/lift16.py create mode 100644 research/gauge44-ends7-t16/verify_manifest.py create mode 100644 research/gauge44-ends7-t16/verify_t16.py diff --git a/.gitattributes b/.gitattributes index 6b648c37d1..08a373c3d2 100644 --- a/.gitattributes +++ b/.gitattributes @@ -119,3 +119,4 @@ research/tintagel-source-lookup/** -text -whitespace research/trace-curvature-preload/** -text -whitespace research/witness-spec-tools/** -text -whitespace research/community-family588-audit/** -text -whitespace +research/gauge44-ends7-t16/** -text -whitespace diff --git a/research/gauge44-ends7-t16/CONSTRUCTION.md b/research/gauge44-ends7-t16/CONSTRUCTION.md new file mode 100644 index 0000000000..fa15676366 --- /dev/null +++ b/research/gauge44-ends7-t16/CONSTRUCTION.md @@ -0,0 +1,210 @@ +# Gauge44: a changed factory forward map with 44 rank-four cold ends + +Prepared for icekylinx with OpenAI GPT-6 Astra assistance. Apache-2.0. This note describes the new complex local construction. The package's global evidence supplies the resulting global bound and retains the upstream conditional assumptions. + +## 1. Exact result and comparison + +The final word has 112 source ports, 112 target ports and 492 helper registers. It implements the same arbitrary-dirt scalar endpoint as the upstream word, + +$$ +(X,Y,H)\longmapsto(X,Y+X,H), +$$ + +and its inverse-transpose orientation is checked separately. All 204 nonzero entrance frames remain valid. The new ending set consists of **44 cold helpers at rank-four frames**, together with the 34 entering-helper ends inherited from the JP8 HPE stage. + +The precise comparison is with the JP8 provider reconstructed from PR635, commit `a6895a69f8ad98ab45777b03e9e6f48888c39f6f`: + +| Local quantity | PR635 JP8 | Gauge44 | +|---|---:|---:| +| Helpers | 492 | 492 | +| Nonzero entrance frames | 204 | 204 | +| Rank-four cold ends | 22 | 44 | +| Rank-seven cold ends | 2 | 0 | +| Rank-eight cold ends | 4 | 0 | +| Entering helpers ending below FULL | 36 | 34 | +| Total residual helper width | 3894 | **3794** | +| Local paid rank mass | 5750 | **5650** | + +Thus the new word saves **100 units of residual width per invocation** against the complete PR635 provider. It replaces that provider's cold-end construction; the old six higher-rank cold ends and two additional entering ends are not added to the new count. + +The exact paid-child profiles are: + +| Child rank | PR635 count | Gauge44 count | +|---:|---:|---:| +| 1 | 2518 | 2514 | +| 2 | 402 | 404 | +| 3 | 448 | 448 | +| 4 | 164 | 160 | +| 5 | 68 | 56 | +| 6 | 4 | 0 | +| 8 | 8 | 8 | + +The final residual-width inventory is `{4:52, 5:48, 7:34, 8:114, 9:244}`. Both the profile and the inventory are recomputed from the literal native frame chains. They are not inferred from the nominal number of ended helpers. + +## 2. What changes in the forward factory + +The inherited K-triangle schedule and its 492-helper allocation remain the starting construction. Within each of the fourteen eight-source packet factories, three changes alter the arbitrary-dirt forward map while retaining the required clean packet values. + +### A. Exchange a source with an equal clean copy + +After the sixteen initial copy gates, local source position `j` and its two helper copies have clean values `(x_j,x_j,x_j)`. For positions `j = 4,5,6,7`, exchange the original source register with its second helper copy. The exact register pair in the constructor is `mp[j]` and `mp[2*j+9]`. + +For arbitrary helper dirt the triple is instead + +$$ +(x_j,\;x_j+h_{j,1},\;x_j+h_{j,2}). +$$ + +The exchange changes where the second dirty direction enters the subsequent factory. It does not change any clean operand. Both exchanged registers already have the same rank-one frame, so the exchange adds no frame climb. Each exchange is emitted as three additions and one sign change; these scalar operations remain part of the finite implementation invoice. + +This is a change of the forward map, not an output relabeling. In particular, the inverse recovery functional for the original source changes from the original branch to a different combination of the three equal-clean branches. That changes which cold input directions can have their entire final support inside a low frame. + +### B. Change the complement to the four coordinate totals + +Eight retired factory rows already span the eight source coordinates. The first four rows of their replacement basis are the four required coordinate totals. The remaining four rows are chosen by exact row-rank extension, first using the ordered clean linear forms recorded in `construction/COMPLETION-PRIORITY.json`, then using coordinate rows if an extension is still needed. + +These candidate forms are the future low-frame leaver forms used during discovery. The frozen priority data are the complete input to the final constructor: no discovery search is run in reproduction. Every accepted row must increase the rational rank; the resulting eight-by-eight basis is explicitly applied by elementary operations. + +All eight retired registers are already at the block's rank-four frame. Consequently this basis replacement also adds no frame climb. It gives the low final rows more independent linear combinations that annihilate the original source data. + +### C. Place coordinate totals on the available source carriers + +The retired registers are ordered with source registers first. Three available source carriers and one helper carry the four coordinate totals, leaving the four complementary rows on physical helper registers. This lets the new cold directions end on helper wires under the unchanged native endpoint interface. + +A carrier permutation alone does not increase the available cold space. Its role here is to realize the independent directions created jointly by the source-copy exchange and the new complementary basis. + +## 3. Exact cold-space calculation + +Let `P` be the non-target forward matrix after parts A and B and the 34 inherited HPE tail gates. It has 604 rows and columns: 112 original sources and 492 helpers. Let `J` be the 316 protected initial columns consisting of the 112 original sources and all 204 entering helpers. + +For a block frame `F`, let `I` be every non-target output register whose current frame is contained in `F`. Source output rows are included in this set. Define + +$$ +L=\operatorname{leftker} P[I,J],\qquad +K=\ker P^{-1}[J,I]. +$$ + +Rows of `L` are low output linear forms with no protected initial dependence. Columns of `K` are low-supported output directions whose inverse images have no protected component. The rank of the pairing `LK` counts the simultaneously usable cold directions in this fixed forward word. + +The changed forward map has the following exact block data: + +| Block indices | Number of blocks | Low registers `|I|` | `dim L` | `dim K` | `rank(LK)` | +|---|---:|---:|---:|---:|---:| +| 0, 1, 2, 11, 12, 13 | 6 | 6 | 2 | 4 | **2** | +| 3 through 10 | 8 | 8 | 4 | 4 | **4** | + +The count is therefore `6*2 + 8*4 = 44`. The fixed upstream rank-four cold construction supplied one and two directions respectively, for `6*1 + 8*2 = 22`. + +The complement change by itself improves the available low annihilating rows but leaves the inverse-support obstruction. The source-copy exchanges remove that obstruction: `K` has dimension four in every block and pairs with all the available rows of `L`. + +## 4. Realizing the directions with legal dyadic operations + +`construction/build_gauge_cold44.py` recomputes these spaces over exact rational numbers. It selects columns of `K` and normalizes them to a matrix `U` satisfying + +$$ +LU=I_r, +\qquad q=P^{-1}[:,I]U. +$$ + +The constructor checks that `q` is supported entirely on that block's sixteen initially cold factory helpers, denoted `H_b`. Put + +$$ +R_b=LP[I,H_b]. +$$ + +Then `R_b q[H_b,:] = I_r`. A sixteen-by-sixteen input basis `Q_b` places the columns `q[H_b,:]` at the designated ended-helper positions and fills the other columns with a basis of `ker R_b`. The resulting input basis is explicitly invertible. + +For the low-frame output transformation, the ended-helper rows are replaced by the rows of `L`; each remaining low row `i` becomes + +$$ +e_i-U_iL. +$$ + +The actual chosen helper positions give an invertible tail matrix. Its nonsingularity and dyadic implementation are checked by exact elimination, rather than assumed from a dimension count. The construction receipt records every `Q_b`, tail matrix and selected endpoint. + +Every `Q_b` is emitted at frame zero, at the head of A **after** the entry normalization wrappers. Every low tail is emitted at its block frame. The remaining cleanup is rebuilt as an exact dyadic Gauss-Jordan inverse on the non-ended registers at FULL. It is not obtained by blindly reversing a changed partial schedule. + +Before forming the FULL inverse, the constructor verifies both the row and the column identity of each of the 78 ended helpers. Thus no protected data or other helper dirt remains in an ended helper, and its initial dirt remains nowhere else. The FULL inverse skips these isolated rows and columns entirely. + +The realized word has: + +| Construction component | Scalar gates | +|---|---:| +| Frame-zero helper premix | 1489 | +| New rank-four tail | 60 | +| Inherited HPE tail | 34 | +| Refactored FULL inverse | 28056 | +| Additional target compensation after wrappers | **0** | + +All selected new cold directions have zero target response. The independent scalar auditor nevertheless recomputes the complete existing dirty-response compensation, obtaining 7348 additions, and checks both orientations on all 716 input columns. + +Relative to the HPE-stage word before any cold-end construction, the aggregate chain delta is `N_1 += 44, N_6 -= 44`, reducing rank mass and residual width by 220. PR635 had already saved 120 units through its complete cold/extra-HPE construction. The net new saving is therefore 100. There is no omitted cost for lifting the low tails: their rank-one increments are included explicitly. + +## 5. Native interface and validation + +The transport preserves the exact ordered list of 112 ports and the exact ordered eight center frames. The center carriers change because some totals now reside on sources. In native coordinates they are + +``` +[92, 57, 81, 224, 11, 240, 9, 256] +``` + +A global interface check must compare the ordered center frames and port geometry, and use the provider's actual center carriers. Equality of carrier numbers with an old provider is not a mathematical requirement. The local event ledgers explicitly clear all private center channels in both orientations. + +Completed checks for the frozen word include exact forward and inverse-transpose scalar replay on all 716 columns; every literal native frame chain; the 204 zero-response entrance conditions; the 44 cold and 34 entering endpoint cones; wrapper placement and normalized wrapper identities; both emitted local ledgers; and exact phase lowering for 3019 directed edges and 224 endpoint adapters. The independent audit does not import the new constructor. + +This local result does not by itself certify a global exponent. Physical whole-family owners, actual residual/spectator routing, idle remainders, global scalar assembly and the complete finite invoice are the separate global checks reported elsewhere in the package. + +## 6. Compact reproduction + +Only Python's standard library is needed for this construction and the retained local pipeline. Do not use `python -O`. The reproduction driver checks byte hashes of every named upstream input and the changed code, then checks the content hash after each construction step. Its two source checkouts are: + +| Argument | Repository commit | +|---|---| +| `--main` | `17ce0c79b7b51c2634b439ea5a2b754f09909693` | +| `--pr635` | `a6895a69f8ad98ab45777b03e9e6f48888c39f6f` | + +Starting from a clone of `https://github.com/CrocSwap/integer-mult-bounds` containing those commits, prepare detached worktrees: + +```bash +git -C integer-mult-bounds fetch origin main refs/pull/635/head +git -C integer-mult-bounds worktree add --detach ../integer-main 17ce0c79b7b51c2634b439ea5a2b754f09909693 +git -C integer-mult-bounds worktree add --detach ../integer-pr635 a6895a69f8ad98ab45777b03e9e6f48888c39f6f +``` + +From the directory containing those worktrees and this delta package, run: + +```bash +python -B research/gauge44-global/construction/reproduce.py \ + --main integer-main \ + --pr635 integer-pr635 \ + --out gauge44-reproduction +``` + +The default stops after regenerating the exact final scalar word and comparing the newly derived cold recipe with the frozen recipe. It rebuilds only the two short shadow steps needed by the four port transfers. It does not rerun the ancestor admission stack, search for a basis, optimize owners, or replay global assembly. + +Use `--frozen-cold` to splice the included recipe instead of re-deriving its small exact linear systems. Use `--until local` to add native transport, emitted ledgers, independent local replay and wrappers. Use `--until phases` to add the complete phase lowering. Every invocation needs a fresh output directory; these are alternatives, not resumable increments. On the research machine, exact cold derivation took about 2.6 seconds, native transport/ledgers/replay/wrappers about 41 seconds, and complete phase lowering about 198 seconds. + +The exact dependency chain is: + +1. Construct the changed raw R492 factory from the pinned Hamming inputs, frozen priority and pinned K-triangle schedule. +2. Apply the four inherited port stages. +3. Apply the inherited B-frame regroup and 34-HPE construction. +4. Derive the exact block premixes, cold44 tails and FULL inverse. +5. Optionally emit and check the native ledgers, wrappers and complete phase lowering. + +`construction/INPUTS.json` gives the input hashes and every intermediate content hash. The key decompressed content identities are: + +| Word | SHA-256 | +|---|---| +| Changed raw factory | `0ac47f92fc2e3f5aa457d78f7b8a5c785bf140c546932b9dfcd9e610ad319180` | +| Changed HPE forward | `42fb8b3aa314593fe976820cf65824f5fce0ee4f95281796992d4809709864cc` | +| Final cold44 word | `78c7aadacb6eec2eeecc124ca236e5bcfdba6a52b30c2971aaa596d1d119b290` | +| Native canonical word | `e6daee410e04d5e023faf21144081534ad222d334ce786e6b5f52407e6b3c41f` | + +## 7. Attribution + +The original 504-helper factory and borrowed-register construction are icekylinx's PR531 lineage, prepared with OpenAI Codex/GPT assistance and retaining the earlier PR425/PR514 credits. The inherited K-triangle atom and frozen read schedule are credited in PR635 to AtomScout, a Claude Code research agent. The porting routine is credited there to Port480. This package does not claim those as new work. + +The reused JP8 ancestry includes the PR558/PR552 supplier, the earlier-cut and multicold kernels, and the joint prefix adapted from Dominik Scholz's PR571 work. Native HPE and cold-end transport, frame and wrapper machinery come from the credited PR635 lineage, including DreamingOfClouds, jeremykothe2, chafreaky and their disclosed assistants. The retained `construction/UPSTREAM-NOTICE.md` and `construction/LICENSE` preserve the upstream notice and Apache-2.0 license. + +The new contribution here is the combination of source-copy exchange, changed retired-row completion, source-carried coordinate totals, and the explicit exact cold44 realization. Those changes were developed for icekylinx with OpenAI GPT-6 Astra assistance. The upstream notices, proof scope and conditional assumptions continue to apply. diff --git a/research/gauge44-ends7-t16/LICENSE b/research/gauge44-ends7-t16/LICENSE new file mode 100644 index 0000000000..261eeb9e9f --- /dev/null +++ b/research/gauge44-ends7-t16/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. For the purposes of this definition, + "control" means (i) the power, direct or indirect, to cause the + direction or management of such entity, whether by contract or + otherwise, or (ii) ownership of fifty percent (50%) or more of the + outstanding shares, or (iii) beneficial ownership of such entity. + + "You" (or "Your") shall mean an individual or Legal Entity + exercising permissions granted by this License. + + "Source" form shall mean the preferred form for making modifications, + including but not limited to software source code, documentation + source, and configuration files. + + "Object" form shall mean any form resulting from mechanical + transformation or translation of a Source form, including but + not limited to compiled object code, generated documentation, + and conversions to other media types. + + "Work" shall mean the work of authorship, whether in Source or + Object form, made available under the License, as indicated by a + copyright notice that is included in or attached to the work + (an example is provided in the Appendix below). + + "Derivative Works" shall mean any work, whether in Source or Object + form, that is based on (or derived from) the Work and for which the + editorial revisions, annotations, elaborations, or other modifications + represent, as a whole, an original work of authorship. For the purposes + of this License, Derivative Works shall not include works that remain + separable from, or merely link (or bind by name) to the interfaces of, + the Work and Derivative Works thereof. + + "Contribution" shall mean any work of authorship, including + the original version of the Work and any modifications or additions + to that Work or Derivative Works thereof, that is intentionally + submitted to Licensor for inclusion in the Work by the copyright owner + or by an individual or Legal Entity authorized to submit on behalf of + the copyright owner. For the purposes of this definition, "submitted" + means any form of electronic, verbal, or written communication sent + to the Licensor or its representatives, including but not limited to + communication on electronic mailing lists, source code control systems, + and issue tracking systems that are managed by, or on behalf of, the + Licensor for the purpose of discussing and improving the Work, but + excluding communication that is conspicuously marked or otherwise + designated in writing by the copyright owner as "Not a Contribution." + + "Contributor" shall mean Licensor and any individual or Legal Entity + on behalf of whom a Contribution has been received by Licensor and + subsequently incorporated within the Work. + + 2. Grant of Copyright License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + copyright license to reproduce, prepare Derivative Works of, + publicly display, publicly perform, sublicense, and distribute the + Work and such Derivative Works in Source or Object form. + + 3. Grant of Patent License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + (except as stated in this section) patent license to make, have made, + use, offer to sell, sell, import, and otherwise transfer the Work, + where such license applies only to those patent claims licensable + by such Contributor that are necessarily infringed by their + Contribution(s) alone or by combination of their Contribution(s) + with the Work to which such Contribution(s) was submitted. If You + institute patent litigation against any entity (including a + cross-claim or counterclaim in a lawsuit) alleging that the Work + or a Contribution incorporated within the Work constitutes direct + or contributory patent infringement, then any patent licenses + granted to You under this License for that Work shall terminate + as of the date such litigation is filed. + + 4. Redistribution. You may reproduce and distribute copies of the + Work or Derivative Works thereof in any medium, with or without + modifications, and in Source or Object form, provided that You + meet the following conditions: + + (a) You must give any other recipients of the Work or + Derivative Works a copy of this License; and + + (b) You must cause any modified files to carry prominent notices + stating that You changed the files; and + + (c) You must retain, in the Source form of any Derivative Works + that You distribute, all copyright, patent, trademark, and + attribution notices from the Source form of the Work, + excluding those notices that do not pertain to any part of + the Derivative Works; and + + (d) If the Work includes a "NOTICE" text file as part of its + distribution, then any Derivative Works that You distribute must + include a readable copy of the attribution notices contained + within such NOTICE file, excluding those notices that do not + pertain to any part of the Derivative Works, in at least one + of the following places: within a NOTICE text file distributed + as part of the Derivative Works; within the Source form or + documentation, if provided along with the Derivative Works; or, + within a display generated by the Derivative Works, if and + wherever such third-party notices normally appear. The contents + of the NOTICE file are for informational purposes only and + do not modify the License. You may add Your own attribution + notices within Derivative Works that You distribute, alongside + or as an addendum to the NOTICE text from the Work, provided + that such additional attribution notices cannot be construed + as modifying the License. + + You may add Your own copyright statement to Your modifications and + may provide additional or different license terms and conditions + for use, reproduction, or distribution of Your modifications, or + for any such Derivative Works as a whole, provided Your use, + reproduction, and distribution of the Work otherwise complies with + the conditions stated in this License. + + 5. Submission of Contributions. Unless You explicitly state otherwise, + any Contribution intentionally submitted for inclusion in the Work + by You to the Licensor shall be under the terms and conditions of + this License, without any additional terms or conditions. + Notwithstanding the above, nothing herein shall supersede or modify + the terms of any separate license agreement you may have executed + with Licensor regarding such Contributions. + + 6. Trademarks. This License does not grant permission to use the trade + names, trademarks, service marks, or product names of the Licensor, + except as required for reasonable and customary use in describing the + origin of the Work and reproducing the content of the NOTICE file. + + 7. Disclaimer of Warranty. Unless required by applicable law or + agreed to in writing, Licensor provides the Work (and each + Contributor provides its Contributions) on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or + implied, including, without limitation, any warranties or conditions + of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A + PARTICULAR PURPOSE. You are solely responsible for determining the + appropriateness of using or redistributing the Work and assume any + risks associated with Your exercise of permissions under this License. + + 8. Limitation of Liability. In no event and under no legal theory, + whether in tort (including negligence), contract, or otherwise, + unless required by applicable law (such as deliberate and grossly + negligent acts) or agreed to in writing, shall any Contributor be + liable to You for damages, including any direct, indirect, special, + incidental, or consequential damages of any character arising as a + result of this License or out of the use or inability to use the + Work (including but not limited to damages for loss of goodwill, + work stoppage, computer failure or malfunction, or any and all + other commercial damages or losses), even if such Contributor + has been advised of the possibility of such damages. + + 9. Accepting Warranty or Additional Liability. While redistributing + the Work or Derivative Works thereof, You may choose to offer, + and charge a fee for, acceptance of support, warranty, indemnity, + or other liability obligations and/or rights consistent with this + License. However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. + + END OF TERMS AND CONDITIONS + + APPENDIX: How to apply the Apache License to your work. + + To apply the Apache License to your work, attach the following + boilerplate notice, with the fields enclosed by brackets "[]" + replaced with your own identifying information. (Don't include + the brackets!) The text should be enclosed in the appropriate + comment syntax for the file format. We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/research/gauge44-ends7-t16/LOCAL-VALIDATION.json b/research/gauge44-ends7-t16/LOCAL-VALIDATION.json new file mode 100644 index 0000000000..5973645e1a --- /dev/null +++ b/research/gauge44-ends7-t16/LOCAL-VALIDATION.json @@ -0,0 +1,356 @@ +{ + "status": "PASS_LOCAL_INCREMENTAL_GAUGE44", + "python": "3.14.8", + "upstream_main": "17ce0c79b7b51c2634b439ea5a2b754f09909693", + "pr635": "a6895a69f8ad98ab45777b03e9e6f48888c39f6f", + "construction_steps": [ + { + "step": "shadow-early", + "exit_code": 0, + "seconds": 0.322 + }, + { + "step": "shadow-prefix", + "exit_code": 0, + "seconds": 0.429 + }, + { + "step": "gauge-forward", + "exit_code": 0, + "seconds": 0.474 + }, + { + "step": "port0", + "exit_code": 0, + "seconds": 0.388 + }, + { + "step": "port1", + "exit_code": 0, + "seconds": 0.407 + }, + { + "step": "port2", + "exit_code": 0, + "seconds": 0.403 + }, + { + "step": "port3", + "exit_code": 0, + "seconds": 0.389 + }, + { + "step": "cold44-exact", + "exit_code": 0, + "seconds": 2.544 + }, + { + "step": "native", + "exit_code": 0, + "seconds": 3.63 + }, + { + "step": "ledgers", + "exit_code": 0, + "seconds": 2.759 + }, + { + "step": "local-replay", + "exit_code": 0, + "seconds": 15.924 + }, + { + "step": "wrappers", + "exit_code": 0, + "seconds": 2.706 + }, + { + "step": "phases", + "exit_code": 0, + "seconds": 186.772 + } + ], + "five_mathematical_local_artifacts_match_frozen_evidence": true, + "phase_edges": 3019, + "endpoint_adapters": 224, + "independent_scalar_audit": { + "status": "PASS_INDEPENDENT_EXACT_FORWARD_AND_DUAL_ENDPOINT_FRAMES_ENTRANCES_CONES", + "input_file": "FULL-WORD.json.gz", + "content_sha256": "78c7aadacb6eec2eeecc124ca236e5bcfdba6a52b30c2971aaa596d1d119b290", + "compressed_sha256": "0ad202612f010df4ab66432a628247b37ad8b497dd6b27595b1685cbd7eb119e", + "parent_center_interface": { + "parent_path": "research/community-k492-audit/pr622/replay/baseline558/complex-global/base/split-centres/CANONICAL-WORD.json.gz", + "parent_file_sha256": "66d3c3c70983224650643a0a05a21ac6c6959f84d0f4528650601016f5a76844", + "transport_tau": 43, + "ordered_frame_bases_match": true, + "all_ports_match": true, + "transported_centers": [ + 92, + 57, + 81, + 224, + 11, + 240, + 9, + 256 + ], + "source_centers": [ + 92, + 57, + 81, + 11, + 9 + ], + "ordered_frame_bases": [ + [ + 256, + 128, + 64, + 34, + 16, + 10, + 4, + 1 + ], + [ + 256, + 128, + 64, + 32, + 16, + 8, + 5, + 3 + ], + [ + 256, + 128, + 64, + 32, + 17, + 9, + 4, + 2 + ], + [ + 256, + 128, + 64, + 36, + 20, + 8, + 2, + 1 + ], + [ + 256, + 128, + 66, + 32, + 18, + 8, + 4, + 1 + ], + [ + 256, + 128, + 65, + 33, + 17, + 9, + 5, + 3 + ], + [ + 256, + 128, + 65, + 33, + 16, + 8, + 4, + 2 + ], + [ + 256, + 128, + 68, + 32, + 16, + 12, + 2, + 1 + ] + ] + }, + "v": 112, + "h": 9, + "R": 492, + "entering": 204, + "lowends": 78, + "coldends": 44, + "compensation_gates": 7348, + "local_profile": { + "1": 2514, + "2": 404, + "3": 448, + "4": 160, + "5": 56, + "8": 8 + }, + "width_inventory": { + "4": 52, + "5": 48, + "7": 34, + "8": 114, + "9": 244 + }, + "checked_columns": 716, + "elapsed_seconds": 2.443164045999765, + "scope": "Exact rational full scalar map in both orientations; all literal native frame chains, center levels, dyadic units, entrance-zero response, wrapper exclusion and final helper row/column cones. No global owner admission or exponent repricing." + }, + "independent_guard_review": { + "status": "PASS_PR635_ADMISSION_ASSERTION_PRESERVATION", + "files": [ + { + "file": "code/assemble.py", + "baseline_sha256": "1b1a9024ac910dc9b9d9e30150684e1fa9cb228a4c1c275b75ab04b57fdef1dd", + "new_sha256": "7ac28118d69416e4fb67b61216285fb0823310b7635ce1b9025aa3f10119ef6a", + "byte_identical": false, + "assert_count": 91, + "all_assertions_identical_in_order": true + }, + { + "file": "code/invoice_allcold.py", + "baseline_sha256": "141bd2fd58bbfb5b8d0fc8f56f61c45586d5608a5af3487c6b883dd987f998ec", + "new_sha256": "141bd2fd58bbfb5b8d0fc8f56f61c45586d5608a5af3487c6b883dd987f998ec", + "byte_identical": true, + "assert_count": 67, + "all_assertions_identical_in_order": true + }, + { + "file": "code/bind_providers_portable.py", + "baseline_sha256": "2eb5c262bf481b3bec9ceaec654fa46ff6fc3a89b13d4906a29a55a89e35feea", + "new_sha256": "7c9aba6c7f138d270852d859d902f905a15598b6263567700b5b08a153823cb6", + "byte_identical": false, + "assert_count": 22, + "all_assertions_identical_in_order": true + }, + { + "file": "code/generated_identity.py", + "baseline_sha256": "c8af22719c0f3097a991a3f6ccac8f090afd2faba554745733d9ea88f2c25708", + "new_sha256": "c8af22719c0f3097a991a3f6ccac8f090afd2faba554745733d9ea88f2c25708", + "byte_identical": true, + "assert_count": 4, + "all_assertions_identical_in_order": true + }, + { + "file": "code/witness.py", + "baseline_sha256": "00789c911a8f32cfe9d52207c7aa78305dc3fce4a8b6305ba402b7e74117103d", + "new_sha256": "00789c911a8f32cfe9d52207c7aa78305dc3fce4a8b6305ba402b7e74117103d", + "byte_identical": true, + "assert_count": 3, + "all_assertions_identical_in_order": true + } + ], + "centre_interface_review": "CENTRE-GUARD-REVIEW.md", + "scope": "Exact syntax preservation for all admission assertions in these five files. The changed emitter/controller centre boundary and single-provider controls require the separate semantic review; assertion counts alone do not prove them." + }, + "owner_replay": { + "status": "PASS_FROZEN_OWNER_AND_INTEGER_MAJORIZATION_REPLAY", + "seed_mode": "included_frozen_seed", + "parent_plan_sha256": "258a8b9baa245fa4096828671e2f1d1462b5af08d56890629622ef6125eaddda", + "parent_owners_sha256": "935ff1a6823c6625daba3349b28d74acf9a3d70a5947ae155aa66c7821804add", + "owners_semantic_sha256": "c09faf298565c1388c02370fdd4e61dd542579fe1898e842d5096cc97b68191d", + "owners_gzip_sha256": "90ff7657a23dcfb67532b49c0800c5fc259b27c89005081e24bf184869e1bd57", + "majorization_semantic_sha256": "9ed3fdb41fb8dbc6542de7701c78bb8f3bb728604057daf82a537bde182ab9fc", + "global_profile": { + "1": 181093, + "2": 29164, + "3": 32429, + "4": 11520, + "5": 4032, + "7": 7, + "8": 582, + "12": 13, + "16": 33, + "19": 1, + "20": 2, + "28": 4, + "32": 62, + "36": 1, + "40": 1, + "44": 6, + "48": 2289 + }, + "scope": "Exact hosting nomination and callwise fixed-point replay; full supplier admission is separate." + }, + "global_replay": { + "status": "PASS_GAUGE44_STRICT_GLOBAL_REPLAY", + "kappa": "1649483702558979/1000000000000000000", + "kappa_decimal": "0.001649483702558979", + "complex_lower": "1652208994368411824947/1000000000000000000000000", + "bit_lower": "413456747036699736067/250000000000000000000000", + "gain_over_pr635_percent": "0.8093060205252829126484020359439672024956960385078942889840023844750830", + "spec_sha256": "fee57674a7f36b30b1e7eb96a8f567a90a522217bc644c1a6a1f8bff85196fbf", + "stages": [ + { + "name": "restore-parent", + "seconds": 2.089, + "exit_code": 0, + "log_sha256": "fc3a01967636bd3173ee7e5049fae45b890e1fad4564b6acdd6aaca30a4e4ea5" + }, + { + "name": "bind", + "seconds": 0.962, + "exit_code": 0, + "log_sha256": "71f679ce5a123fb58397fd6852ba64ce3832fd20e81a096bfda9a1cf3237237a" + }, + { + "name": "emit", + "seconds": 4.817, + "exit_code": 0, + "log_sha256": "90ce07d06a8eaffdb66201e8346021183e5a803395fb9f6d8ceb0e5ff068ef2c" + }, + { + "name": "audit", + "seconds": 19.625, + "exit_code": 0, + "log_sha256": "66b4abb2a88a4eaba8a8baa3585ef4aa819be5f8acb7947bae734b3478280456" + }, + { + "name": "invoice", + "seconds": 1.804, + "exit_code": 0, + "log_sha256": "5d10712d494304287749dd7a6c3369f9b707bba30e9f567b68230669dcf5418a" + }, + { + "name": "assembly", + "seconds": 0.808, + "exit_code": 0, + "log_sha256": "768d3215f1918117dc6c33b4cfeaf0b5f5da9ba5c77178db4bb1d08d000e226f" + }, + { + "name": "admission-controls", + "seconds": 0.885, + "exit_code": 0, + "log_sha256": "051d242318154827c1672ffbb63ad2bdc8ecc4033be650b791dd69cd57d716b3" + } + ], + "scope": "Conditional native exact-complex witness after complete conservative admission, moment and outer checks; PR559 exact-cover recurrence correction only, bit bad-residue surcharge and H1-H5 retained. The new source-branch gauge and retired-basis completion, 44 cold dimension-four ends, and explicit all72 whole-owner dispatch are composed with the same cited unchanged PR543 bit supplier as PR635. All-size compiler, common-label/mutable-source realization, whole-call hosting, precision/tape and analytic transfer remain assumptions. No unconditional theorem or full Lean certification." + }, + "admission_mutations_rejected": 69, + "controller_mutations_rejected": 15, + "frozen_template_content_sha256": "0c2aab7dc120f5882a0171496cbbe819cac81373dcb425802a15f45e36898a46", + "fresh_template_content_sha256": "a1692259fb5a06bbebdc1049a7f757c6d2fc79ff8c31ed0c25b38fe9f98ed051", + "template_comparison": { + "sole_changed_field": "async_schedule.source_plan_sha256", + "frozen_plan_sha256": "609adb126d7d3de2abdd9275f9015589c0b137d0d19821c2c3e7c1a8541c18d2", + "fresh_plan_sha256": "b2e4b1f063250c40e0087f77e896882c60f36ed8764e86ba1610dec9bdff7394", + "explanation": "Fresh phase review differs only in its measured seconds. Runtime provider binding consequently changes the plan byte hash. All remaining serialized template fields match exactly; each runtime hash is checked against its own file." + }, + "assembly_matches_frozen_rates_and_profile": true, + "post_replay_packaging": "Four files received trailing-whitespace cleanup only; complete parsed ASTs were checked unchanged. Constructor input pin refreshed. Admission assertion comparison rerun.", + "scope": "Changed construction and exact recipe, fresh native ledgers/wrappers/phases, independent scalar and guard audits, integer owner reproduction, strict global admission and independent pricing. No predecessor full replay, seed-discovery optimizer or PDF generation. Local Python 3.14; Python 3.11 is covered by CI." +} diff --git a/research/gauge44-ends7-t16/MANIFEST.json b/research/gauge44-ends7-t16/MANIFEST.json new file mode 100644 index 0000000000..74bd1b0027 --- /dev/null +++ b/research/gauge44-ends7-t16/MANIFEST.json @@ -0,0 +1,197 @@ +{ + "code/assemble.py": "15f6986a476bac76bcdc0bfcf51da115389b46f1950d2766b6822f757888b13a", + "code/assembly_controls.py": "da7e981ae1b9f099d4e1524cb4f3ba1116011936ebe378692889b5dbfa99029d", + "code/audit_allcold.py": "1467a2acb654e62552c69fb9a7c4c85f70a02120881d222313865058ab71a6cc", + "code/bind_providers_portable.py": "1d39bcc7b63ac158e021454beaae897d123e174360573762aecade3cd43193f6", + "code/bit_supplier_controls.py": "e6d33fb61a570c3f50669412acc467a3fd06ef0b806da6a75bc296c6ba2142a5", + "code/emit_allcold.py": "354367e1fd6185a67b04f4268bcae4d502e47b18cb2131e247f5bcab5b3a769e", + "code/freeze_spec.py": "5971eecac6d6fbcb53244b80f1b9d7232012dc32876fab511214a5addebbe6c2", + "code/generated_identity.py": "c8af22719c0f3097a991a3f6ccac8f090afd2faba554745733d9ea88f2c25708", + "code/invoice_allcold.py": "71eb57514e28ced97251e0507105f654f59885ec4d40486a780bf166098858a8", + "code/prepare_global.py": "8c0dae301a8f34b77a5a462f840952d08ed120576212adf5051bc09bcad874dc", + "code/restore_parent.py": "69b7b25ff85e9b8160e233c1d415cc6a0272019e5c486dcec14cb6c349e7024d", + "code/witness.py": "779c5172894b992131e85be1e592ed2a1aec8c287b872ff42007d36a7291e444", + "construction/barch/build_tri.py": "0fba65b31c2fd71864c291358bb0ad8d5f7e1be07e21df23f0ae73d7b966002e", + "construction/barch/LOCAL-PINS-barch-U8.json": "2d16f99e1f71fd66378f5f767cf4cfa2a58264919a95074c7b31029f39a3c9f5", + "construction/barch/RECIPE-U8.json": "292f0e9f82824c4111728cf4de929bf6e43320fbbdc77658aae9681906b0d652", + "construction/barch/reproduce_barch.py": "19bc970aa6af25ab0e7fa96fb65c64dd0c5243976d8f2cb733cba839155482c1", + "construction/barch/run_controls.py": "42639bf62bf57795e3ea615c1944c67efed00f28591333daeb3139bf63d04476", + "construction/build_gauge_cold44.py": "ec730a4d3ff12fb058780718b1d5a7afe61243c532679ef347a5a48e2af0a3bb", + "construction/COLD44-RECIPE.json.gz": "22d0e01e990c0f1c588607a095271f7844851a437ba07174505e98e9528aed4c", + "construction/COMPLETION-PRIORITY.json": "0274ffca1725e7460aaf7b672bc1248aa6dfdec11e5f0fec91af18b829f8ba47", + "construction/construct_gauge_xcentre.py": "d8d295566ef2399af2da0707a4adc83e07aa26d2344c01a66bd0ca7684cf9217", + "construction/ends7/build_ends7.py": "4f575f1e73b2ea5f051b3defdf2013310fa462cc120e44d26a3b1ab6a3ef2148", + "construction/ends7/end7_controls.py": "c7edf1d6ee059d6c9e73921179154f1c8556b2a6b738246c4ea9021ccc0fe067", + "construction/ends7/ENDS7-PINS-k8.json": "88b276bb95c5cc8b93fd7aaa935ee6ae3544cf704952ba797d929ee8a18d6044", + "construction/ends7/fastpath/lowering.py": "ba42903b841722b872f98f3afa77d47976ca66a0cb4c0dd6b8de04462d4baa2b", + "construction/ends7/fastpath/NOTICE.md": "3da80a5155c625bff907a42a82c65bfcf92854d2c960bcea4537c19c99efd4f2", + "construction/ends7/fastpath/phases_fast.py": "122c671f5bf49a1696b5edc91d76d7c16b1837513dd6c54ace4add747cd3c657", + "construction/ends7/fastpath/PROOF.md": "d73e4522602404caba8e7f247005a45c8a8cd26ffd2a70d65f4f9556a391d053", + "construction/ends7/fastpath/sparse_state.py": "e91210ecd5085cf9add872f40bb434806838da488e12152c63c86e51fb5a7a37", + "construction/ends7/premise/inputs/CODED-CELLS-k8.json": "7347f814850a838bd617bc7a55c307cec2b72becde2f12ea3e2e1af344b43563", + "construction/ends7/premise/inputs/TRI-LEAVER-k8.json": "b22e6ecf76104de66844bd617c4ca80f5546ba0966a50e5e9aa0ffea4976cb30", + "construction/ends7/premise/premise_check.py": "28a7f881a988b29b8ed3c927dd142ac3d4ee273dedab3a65bb02c01a64eb2639", + "construction/ends7/premise/verify_1049.py": "a1736324c6db161733d8e11f608defd87b7f97cacd611203d22499e4c7de5545", + "construction/ends7/README.md": "3190ed220438c4c611ab2dd4f695991c3ed2ed90cc9e9dfaed9b8cee5da28cfd", + "construction/ends7/RECIPE-ENDS7-k8.json": "18b8563294b9052a33dd7eafc4ca35f4feec3871bfdec4b00153966fa87e24b3", + "construction/ends7/verify_ends7.py": "a7eeda25ec1595e378759ac50e61af4948bd8164a257b108d6d1907497986e48", + "construction/frames/build_frames.py": "200847a7e8b3125cbeea0765dad67650e0bf83d32b66d72ba4977e99b8ee8eeb", + "construction/frames/FRAME-RECIPE-sw4.json": "a2c7ca4d44671386d05974e2627645b42bbb7da7a35cefff6e9fa158b6ac8473", + "construction/frames/frame_controls.py": "477de854ec9184a2c73d6ac3857a9d0cbd6bc04b71d10a105e7344434b492a77", + "construction/frames/LOCAL-PINS-frames-sw4.json": "bc416b8f6443d59c715fb358c4d70fa27eae2d306388ffe0e2a303f60d929f7f", + "construction/frames/reproduce_frames.py": "dc39ada9a2eb387310be181f3cea5dbd4b538632a888cd7372ece5e38a771832", + "construction/INPUTS.json": "edd32ad9a55d3c508ca2ad90c74b5c87c7f7ca509d96b856a2176fa452780f99", + "construction/jx/build_jx.py": "3cc7550b0c24bb54e245c6f7f16de489fd7844721fbb64aac628f38f43887916", + "construction/jx/LOCAL-PINS-jx-X4.json": "95c5114c8e937c2737a1b9f9da97303f2e5e129d39e6dfcc4010e99bfdb9c974", + "construction/jx/RECIPE-X4.json": "9d42c6b38e8124f5ffe15da56c260a7fba7260626bf3c5f8cbd93aa4a71ceadd", + "construction/jx/reproduce_jx.py": "5c7afebb4eb7fcdeb7e971cfbc457cf071850e2da21c3c71295efdd453c2399c", + "construction/layers/build_pivot_swap.py": "8e8bced88be2e592ded40929499bac385ca92fcc1fa59183c22229dbf34093b8", + "construction/layers/layer_end_controls.py": "7829187bfc8f909948d5250e0ec00f02c89f5fe98306a3ed88daee36cb3c92ef", + "construction/layers/reproduce_layers.py": "435699f6f79c6c7fb8d6cc5a8382576d6ac88747583a975ff671e45440b93c4e", + "construction/layers_np/COLD-LAYERS-RECIPE-NP.json.gz": "3164cfb71baaeba4ac43427bc14075a225fc3a32ecd9341e58aa52c03a4ee2c0", + "construction/layers_np/HPE-RECIPE-NP.json": "43900139f618bdc06b8319098fb8dccaf4fc315b43ef7c067ca2cd778cdba2c1", + "construction/layers_np/PIVOT-SWAP-NP.json": "d49b8d316da1cbdaf995dd0e8314d3c67cc9cd4d5902e9d85ccb907be645bef5", + "construction/layers_np/reproduce_np.py": "1a304144a250d00d14154692ba522365b036777cf2b6fac466095e8ba733c16c", + "construction/layers_p6n/COLD-LAYERS-RECIPE-P6N.json.gz": "17e218a17e47c58fe2cde775ab2314d3d84030a61327b7f13da61cae3b374ad4", + "construction/layers_p6n/layer_end_controls.py": "fc58c5699ba6191c1163a3041241f6f0b619626c4462cd99bcf88210bac9e81e", + "construction/layers_p6n/P6N-SPEC.json": "132a59635077d6afe80f99964a6935fce1dc2ece6587d74209c6f9c60025c8f1", + "construction/layers_p6n/reproduce_p6n.py": "aa7d6bcbed05aa1c689437c07a26e5c95be3c700c0c1fb7bcf91c432a88436ca", + "construction/leaver/build_frames_lv.py": "2eb80d612aa59a7bd8b04a122045e3bd2b83a21954e3164943cd20cf6050a21b", + "construction/leaver/cells-k8/CORE-01+.json": "3d2afc4986f1f3aceacd1e0572daebfb79134ba6af7677150083d0912676427c", + "construction/leaver/cells-k8/CORE-01-.json": "8f8620f47ce5ba5abf6179d1a5a986c25903ba71b6711a7035815968b5888927", + "construction/leaver/cells-k8/CORE-23+.json": "53b65cbaeb24bb2a4625f107a39c0ba3797f37aa4980096f22dff7cdbd76440d", + "construction/leaver/cells-k8/CORE-23-.json": "e34431338f5527838c6e0d0caff885bde82624b0791f2a072c5b4e49faa6b98d", + "construction/leaver/cells-k8/CORE-45+.json": "ba8f3aa26032dc36e2db4073e2cac9fc61d7a475d534a749bdfcbecf3aa103a9", + "construction/leaver/cells-k8/CORE-45-.json": "302024488efff30c820b5bbf6b422c6106bb5a9ee851bef8fccc16512ca789e7", + "construction/leaver/cells-k8/CORE-67+.json": "0a7aa4ee46e7f05c9cf0c1a36791d49e439c0c9c473e76cf954b0655463dae05", + "construction/leaver/cells-k8/CORE-67-.json": "0a7aa4ee46e7f05c9cf0c1a36791d49e439c0c9c473e76cf954b0655463dae05", + "construction/leaver/cgx_leaver.py": "3af491c63dd96204a7c36006c7e419c2e5ce77e5bc453ccd2495c1e41f83f87c", + "construction/leaver/CHAIN-PINS-k8.json": "9dfcecf963d8fa6d1cf5ba212336437a51f03c1444a1c6d33e54d2bf762970a9", + "construction/leaver/CODED-CELLS-k8.json": "7347f814850a838bd617bc7a55c307cec2b72becde2f12ea3e2e1af344b43563", + "construction/leaver/COLD-LAYERS-RECIPE-NP-k8.json.gz": "6416043008fca68463c0026fb7be500bafbf6b592b1caf42701101531814df33", + "construction/leaver/COLD-LAYERS-RECIPE-P6N-k8.json.gz": "24a304493f28d7b419d3023598ff728deb63e1582cd65011e438951ae22c0beb", + "construction/leaver/FRAME-RECIPE-LV-k8.json": "b53b97ecbefb60cddceec08172438f1902178d9438bcd98ecc736c43773c3065", + "construction/leaver/HPE-RECIPE-k8.json": "907db3b20e2e54e230567259575ac89e7eac2b60ce0daac11b6b98849ce45ee9", + "construction/leaver/layer_end_controls_leaver.py": "4ba676f1ea326b739a64c3477f64eeb295f8151514f78fa7e62b71e4373a6206", + "construction/leaver/LEAVER-PINS-k8.json": "ab6ce39246d102f55d63c819c4cded2450c515b0e99afe5023f726054afc73f6", + "construction/leaver/LEC-REASON-PINS-k8.json": "b07279e41ec9d8f89e8509081e1e7f2c8e8b062fd951b22608a03ac461982914", + "construction/leaver/LEC-REASON-PINS-STACK-k8.json": "d87ed7b5869bed4a3d266f0ce5fc784cbe88340a625d22ab9f580fa00872df19", + "construction/leaver/PIVOT-SWAP-k8.json": "3ef7acf0cf67442a532f25b53d5fbeda76d3a84524118df8e003ca69b5cac0bb", + "construction/leaver/PROMO-RECIPE-k8.json": "bc017d6d5126f5f975e7fdae84642963c86ff74f7056ec4764192b5f4497dc83", + "construction/leaver/RECIPE-U8-k8.json": "51e5e37bfcd1dd1f4e2ce1bb60d23f645e5881e36f3aa556f1533543a40e548e", + "construction/leaver/RECIPE-X4-k8.json": "4199b9b6bb28f3f79fa01744a0520a60fdf783eddca459f86830535f759b67c1", + "construction/leaver/REGROUP-LEAVER-k8.json": "b846ea56bc8c58d2513b257f9bea7de5136484b7d66c5bf3d8e3211fc48e4b8e", + "construction/leaver/reproduce_leaver.py": "831bfdf2247b5d864b74c3b2b6a475718053d48570851d48bd1c5471d410ee30", + "construction/leaver/reproduce_leaver_chain.py": "2bc3fc3f32e0f957a0731b79254c553ca48fc6d4d47c4f99d6cd31e1901d85b5", + "construction/leaver/TRI-LEAVER-k8.json": "b22e6ecf76104de66844bd617c4ca80f5546ba0966a50e5e9aa0ffea4976cb30", + "construction/LICENSE": "c71d239df91726fc519c6eb72d318ec65820627232b2f796219e87dcf35d0ab4", + "construction/NOTICE.md": "defe7e44af610e25a6c50c1c3b2efd0972d0690574995c0c872fc50eebf4c816", + "construction/notri/cgx.py": "3da039d4184097c14802f9dbf972520d5b807671196f5e47a2247bc9f29bb418", + "construction/notri/cold44x.py": "f0bc3500efb2c839a0f8cb03dbb9ea0a54f1dfc71ef81e5373b3d638ac5b8296", + "construction/notri/port_stage_x.py": "38310744d054e393ea35e996047cddeb2d212141aaaaa4b07f7a4663b11db8e7", + "construction/notri/PRIO6.json": "de0412511b0dd1af13e9717bc791126ac0e91c569b5391fd6c70268083045d15", + "construction/notri/reproduce_notri.py": "90148c2a0422b4f92164298a283de73d413ab3d4cb7151a0e6b643a37ea025a8", + "construction/promo/build_promotion.py": "9c9e2001b8d68bbe934d136026276fe97bd9bf6f94d4d78441fc28e14aca4daf", + "construction/promo/LOCAL-PINS-p6n-k4.json": "a92bb02266596956bd53e9c86e8bbcc6639c92b4a4a248a1521f8eb79228271f", + "construction/promo/make_recipe.py": "ba9e4fdc0c1be7f6a150a5a50909911257a1a8c7cc5d03d61f541178fc07c122", + "construction/promo/PROMO-RECIPE-p6n-k4.json": "fa6065d142646f7ab1f268912ce0cf5a1a6cd33c3994ff96bd6e204cf16b3e90", + "construction/promo/promo_controls.py": "786c51f84b53698c2c833083506c4432c30eb0ed3b71e7dbe458a70c7413c372", + "construction/promo/reproduce_promo.py": "f979be666c3f5cf57e342a8427863c0b35b67ca4d3be495ac386f6870deb2026", + "construction/REBUILD-CHECKS.json": "1f9d754c89cfed632a6eee919a42d00c6677a8fb4fe1d40615c903242addbc91", + "construction/reproduce.py": "047bb9b3536b0b16bb08a21cd9fd80404ca9d022345f1aeab34b21dffc281c92", + "construction/slots/RECIPE-SLOTS-k8.json": "0bfffa6a90a3a9635d168f7f55e2003c773c422ded75822b6947cf499f59a55b", + "construction/slots/SLOT-PINS-k8.json": "55dd229684febecb80638eff9c6b3986623e8539c6c956753b350209c3e0efe2", + "construction/slots/verify_slots.py": "bc1c0e3e3d7c81dc1649f5be82cdd2399e543d46c24879cb975877bf9b7957be", + "construction/sw4/build_sw4.py": "9a295f3d534594a6b1326d8a6647e947670d1c6fbc92f37f5169661fde4c8f66", + "construction/sw4/LOCAL-PINS-sw4-P6k4.json": "3c06bf68b28ff125a6a2372bb70cefd76fb9fe1333438cd34dfb5b617cd70327", + "construction/sw4/NOTES.md": "3a3ddb0c77b188e67fc453ccb3efe9323f87028092a6ce4d259b7dc99d702446", + "construction/sw4/reproduce_sw4.py": "3d082e0cc576fb1b4fb9e5dd11d63bab697c8a8626e2837813cd00d100b1aeac", + "construction/sw4/SW4-RECIPE-P6k4.json": "fa58d0ffc95d10b7453daefe4b34404a52895f94126ef973e92e92106cd615fa", + "construction/UPSTREAM-NOTICE.md": "a75967ebc34e3bf2ff2c25c08e6c7f1a61b0c0d171cfd1b62196ae2caaf2c610", + "CONSTRUCTION.md": "7d96eb958a6b4274ea4c4c539b585f8ae2e89363b76aef930f90d2d513e164ea", + "data/FRONTIER.json": "56bed9070d5f0b7585d7b7fd62984696dbc5158e5187663030920a57e1cbfab2", + "data/OWNERS.json.gz": "c4c82492eaea52ba28f73e8f65d71172447150e2ad4ff37aaec4a219a7751823", + "data/PLAN.json": "173a39e14a1405d0dd2b90c89cc07db47720e114b5154ae730ca49af9e7b0383", + "data/PREPARATION.json": "1d576298bfafc509992113fdd58b5482655a88e321cbfafe9386588eb6fbb6e9", + "data/SPEC-T8.json": "4d1da93ea1a3e4eb6c335ac0e70f9218cb42495d128f91e315ec4846f015b453", + "data/SPEC.json": "8f6658e867d073c608d32cc212d342d086b95dbb81bcd34f3ee3187cb1955fb8", + "data/T8/OWNERS.json.gz": "93fdab52291d9ea20d7caec2760cf4ad0cf0f491bad380db93d48b6cdef36045", + "data/T8/PLAN.json": "3b47f5027c4f047883c23a41e4578b0fd5c85cdc01fb5a14a6f23eabbe12acbc", + "data/UPSTREAM-PINS.json": "ccc37ab7fbf78947fe02c7f57ea672d2e4eae8454cb1158ed964c75bf423869b", + "evidence/ADMISSION-CONTROLS.json": "5ebcc945c53f8279ac3bb6249e1d46422b7c7ddeb41c580ab5cbb3ca886dcf28", + "evidence/ASSEMBLY.json": "847f339db218f62ffabacb4655ba4dc6e8a15f67014ca01b1146083f393b009f", + "evidence/audit/ASYNC-AUDIT.json": "df19a41a599bf24fd1efaeb2394af63208f95b9e3ca4f83c6f23e9641fb3d662", + "evidence/audit/GLOBAL-PREFIX.json": "5a6fd0d91a650ad5aa830771fb4333b015f06bc4ded02807d65aee260ce9e671", + "evidence/audit/IDLE-REMAINDER-FRAMES.json": "95f5165a10dd187000dba9e55afbc1b7dce5a315cfedfa72e4f8344471149048", + "evidence/audit/OWNERS-AND-PROFILE.json": "a32ecc0d5387d65648e1ff284209122860ee37aaba43ce2dd12024c4bc394313", + "evidence/audit/PREFIX-AND-INVOICE.json": "14b0f41c88209e800236ce4ebbf91d83537e22e18807153d90013f7eee57a582", + "evidence/BINDING.json": "f80ad585c9cf94989d459971189fbb176084aedbe27edf5b5cccc5c2a44de43b", + "evidence/CENTER-COMPATIBILITY.json": "c66c7da1099ac8618381e2a7cb48b09b43ccf8d125ff124e129aba8ddb922cf3", + "evidence/ENDS7-T16-STANDALONE.json": "43bf3476c9d5583ccd2567b0278365244e259eeeeda7cf155e4276eb58f99263", + "evidence/global/ACTUAL-SIGMAS.json.gz": "bf3b7814b54b30c726cae1dfabd3c09211c8f34cc943534565b131a0006b483f", + "evidence/global/GLOBAL-TEMPLATE.json.gz": "f713f8e66aaeaebb8202fe72bf36c7d23497152497342c27892e0fda3092f95b", + "evidence/global/HOSTED.json": "60866eb6ced5b9eb259bfc1d59ea7b80fb439164b629e868586ad5bef845a88e", + "evidence/global/IDLE-REMAINDER-FRAMES.json.gz": "734fd9bbe0afa2cc1e492bb7effef1aa8f0d8926ab1d9420d64c30045b30e784", + "evidence/layers/LOCAL-AUDIT-LAYERED.json": "a596d7262374a023ae079e0da41d20189bd3ca4594101e5e6f402ce5799df9ff", + "evidence/leaver/CELL-MUTANTS-LV.json": "308975b8288cb9c853ee6b69e68b25e6f3727d259dccfb7509042f103bb03220", + "evidence/leaver/FRAME-CONTROLS-LV-k8.json": "9629e499a7f01f2db1e41873344a1476708f41698a0b145888ee569e580a31dd", + "evidence/local/CANONICAL-WORD.json.gz": "92941c2b718b533f1d3addb710d261a6e2b9ec5d19f0051d79775b08cb2571ed", + "evidence/local/CLIFFORD-RECIPES.json": "0a60293f43d88dbb1b321f02e61204afe1b6272b1346968ef35705caea1e4771", + "evidence/local/CLIFFORD-REVIEW.json": "4e3cdd616d105a49bbf1948bb53e49938d515c42f1c026781d1b5e9cb636db12", + "evidence/local/FULL-WORD.json.gz": "0ad202612f010df4ab66432a628247b37ad8b497dd6b27595b1685cbd7eb119e", + "evidence/local/INDEPENDENT-LOCAL-REPLAY.json": "18d68326ce0aca76911d561e79a817bce90cb8adfe053e19621c7ae0298b842e", + "evidence/local/LOCAL-CHECKS.json": "2b8a6a6854b8df8ecd84d8ff2b92f720c81454636988e6a0dfdc1f6c29d1c82c", + "evidence/local/LOCAL-PROGRAMS.json.gz": "172dc3d23e437909ddc01d07b12ede735afbb5bb6145f1ddf5c2e03097dfebe2", + "evidence/local/RESIDUAL-ADAPTERS.json": "bb6c23ba1b8dd5d2016724c3348b4e91a6b91daaa3f56bbd5216cb7a96bf5c94", + "evidence/local/SCALAR-FRAME-AUDIT.json": "cfc73040079b43ea82a42f3cf4c910edda1362deb09ec21c816c329347313bcb", + "evidence/local/WRAPPER-CHECKS.json": "84c727930f85f1c91900d6d12c523735c8b5d6907cd3eb1bd1030fe1fd4161d7", + "evidence/LOCAL-STAGES.json": "64165b81b7119a2b23e99d3f3dfe8aa1702f373efe90d82d136c17786ffb6591", + "evidence/REPLAY.json": "45a6065c41df0c2b04e185b4727c7ad8eac5ebeb637dbb7bebffc184415b49a2", + "evidence/STAGES.json": "09d7c6daf1e93c58863267141dedc3873264d3baede0cddefda0d56ecb560458", + "hosting/audit_frozen.py": "a8d9c7c894cb44453aea93b33141559824f6c3ff81a85a6d066f4a10a2757659", + "hosting/expand_owners.py": "0f826377881d0c9405f90d9f5feac857c7c7cf8aef5bcf22d326bc274f038a70", + "hosting/frozen/FROZEN-AUDIT.json": "df6c7181a097900ee9d37db17bd25436a570f21caaa0cc2108712907ab02904b", + "hosting/frozen/MAJORIZATION.json.gz": "ec5f94b13d190d72bc0608dc9fe2498cc43ba9deb05028159a812ec1e4dcacdf", + "hosting/frozen/MANIFEST.json": "9df028adfa5120c60d2c78bfab06822cf4e6ed55502816b7d6dec19c1a2e4967", + "hosting/frozen/MATCHING-RECEIPT.json": "e1af2ac2c6e2457646d52dd693fb961f6279e10fe50eae9873f2ed149b6735b2", + "hosting/frozen/OWNERS.json.gz": "90ff7657a23dcfb67532b49c0800c5fc259b27c89005081e24bf184869e1bd57", + "hosting/frozen/REPRODUCTION.json": "8354f63148621c5fcf09cd16b496dedd677d813f83974e1f341ce38a1fffec81", + "hosting/frozen/SEED-OWNERS.json.gz": "eb3be5eebbb84349d7e7f1bde2fc77772a12ad5bccc6dab7c4efd8d903e2a048", + "hosting/frozen/SEED-RECEIPT.json": "aecfef753379106f5289f31251584c642e2cf7e4fa2d0886bb4ef9e922f8d9ba", + "hosting/frozen/SEED-REPRODUCTION.json": "4f6d49a85f43c98c816877d783470ca717be2349caceb991bf756eedece1b194", + "hosting/PROOF.md": "45bb3de8a10298a4cf5a278c3343be22a7d2e735be93a4e9454f24df7275faf0", + "hosting/README.md": "004bcdf6c78bd0316f0606d9e636511f94e1e80cbd79cce1a7e3bc55076d9bf1", + "hosting/reproduce.py": "7551004d8d15cebcecc6793ebd17385830390935ccd1a8957f1c5472bce6ec82", + "hosting/reuse_owners.py": "2106fe79bd89071e62a3a25c1e444531e14fb89f88b4bdeb72d7b40c91266402", + "independent/audit_local.py": "03afcfc9da428b3f6edac81c1fee7f277ab81b64998efae78380b63498dec6cd", + "independent/CENTRE-GUARD-REVIEW.md": "7b82518d7ddf042d6e71174bc286311fa72127e0dc6dc9e500025fcf7abbf897", + "independent/GAUGE-COLD44-INDEPENDENT-AUDIT.json": "9fb5265c4d2ddf3d615e46600954c79cd1a42481500a0973a5695fcb9f2558c9", + "independent/GAUGE44-GLOBAL-GUARD-REVIEW.json": "631107a9a9acb02441ce80298f815e0c624f811b0d58c6fd78f8dc58d564bb5b", + "independent/GAUGE44-INDEPENDENT-PRICE.json": "6e222b252f3453446d0e41b08f00a9bf9449ce3588b6ddc00c9accc1c00e7683", + "independent/price_profile.py": "d2f548ad6b99f64a8ca5fbaf822a89560bb99359957ce3420b497f6a46fc0acf", + "independent/README.md": "25668a62d8c91f6860f8412cf2fc750ba41bf1085dad3709ad5067c7956eac89", + "independent/review_guards.py": "b83164d6c0122a055b3281f3381b305683a875760a2d727dd0188bb2aa59d67d", + "inputs/PR589-EXPECTED.json": "b9f0e5ca038abe837b0007c8fe006f366a6f02009244ac57705a8a200e2301f4", + "LICENSE": "c71d239df91726fc519c6eb72d318ec65820627232b2f796219e87dcf35d0ab4", + "LOCAL-VALIDATION.json": "f81fbd98eb608b8119f03f89a5692bcd610845fc97022337931586d8582b706e", + "NOTICE.md": "7a8d17b04da1e6c9d0ec217fb5bda72faa09d9a21695128722dd1e2827870fcf", + "PROOF-NOTE-BARCH.md": "c24f211b09358b25d6cf47dd18e4bbd8bcf4ecf279e6f1c6c90613cfa230818d", + "PROOF-NOTE-BIT.md": "dd771adb12f6f0bef0e2931c28b21b243b04d5f512370cbad1207275c342aaf7", + "PROOF-NOTE-FRAMES-X4.md": "39c50420ebb6e8813706a49b2cf759f277c4afac9f6780fc0a7ac6a5fb86e036", + "PROOF-NOTE-LAYERS.md": "92bb85b056803770882afa916277c5b49a7027159c113a106e7b2b33e57c097f", + "PROOF-NOTE-LEAVER.md": "e4f9482ef551d6d4300d8ed8bb7c34dc9327fbcfa30a502bf3476b78468e60c3", + "PROOF-NOTE-NOTRI.md": "774d1ff7b77844990da7bc1feff7f9ffff8b1f4f9b03232a620f1f9a29935414", + "PROOF-NOTE-P6N.md": "cef8fad3d6644b4376ed15c4c5c46c68324009ab8f42d10bfa2da4b505b2c26d", + "PROOF-NOTE-PROMO.md": "c170e5196d3081f86ac377c6fe614ca17f6281972837580275ce5af41cbc64ae", + "PROOF-NOTE-SW4.md": "d7bb225f1a7f9fd363e819a67e92a5fe14c0942f6c3616d73609cc48042daf3d", + "README.md": "2051ff1e14626c7432c1b7f9714ad998c8c99cce635744d4cca7d16e46c33e7e", + "RESULT.json": "ed86612bc92a1f891ab860d709647b19b0a93926507af9a22f8cc0556444b9f2", + "SOURCES.json": "abb903d9b46388f99325a3939eb68171ac163c66b4b62b7961ea46daa20a88f0", + "t16/build_parent.py": "82e274d0c7a94f9bf0468dd37f0505d0c42017559ebb4ba8c079a1f4e403d91e", + "t16/indep16.py": "1beb512a1d072f81d3e8e492c8827636029686897093bd433e4d4c92d0c830c7", + "t16/lift16.py": "072fe6ac032543d5106631f9b4aa36103269b64ab72061d97ec604f648830689", + "t16/NOTICE.md": "902370e6bfcd39dbea2ece474f15fccbcce3b8e966b2b94066bd03e5174591b5", + "UPSTREAM-NOTICE.md": "a75967ebc34e3bf2ff2c25c08e6c7f1a61b0c0d171cfd1b62196ae2caaf2c610", + "verify_manifest.py": "723d726dbbe5b65a49caecae0f1aab664a1413fb639abfd3e826a5a538e14e5b", + "verify_t16.py": "050e2dfba59911b8f29fd94422833d421367a0ad01c5e4ae916a75a235ee5e46" +} diff --git a/research/gauge44-ends7-t16/NOTICE.md b/research/gauge44-ends7-t16/NOTICE.md new file mode 100644 index 0000000000..30d0c8cd3c --- /dev/null +++ b/research/gauge44-ends7-t16/NOTICE.md @@ -0,0 +1,24 @@ +# Gauge44 attribution and scope + +New contributions by icekylinx, with OpenAI GPT-6 Astra assistance. +Local review and packaging used OpenAI Codex. Apache-2.0 applies; +the license is included. The full original PR635 notice is preserved as +UPSTREAM-NOTICE.md and construction/UPSTREAM-NOTICE.md. + +The new contribution is the changed source-branch gauge and retired-row +completion, source-carried coordinate totals, exact 44-cold-end realization, +and explicit all72 whole-family assignment using concave capacity matching +with integer majorization certificates. The center-carrier generalization +retains the exact ordered common frames and complete native local contract. +Independent local, price, interface and owner fixed-point checks are included. + +The construction retains the credited PR635 K-triangle and porting machinery, +earlier joint-prefix/HPE/frame ancestry and icekylinx's prior factory work. +#645 used the same cited PR543 bit supplier as PR635. This package (research/gauge44-leaver8) cites the merged PR589 bit supplier instead, with a derived rank-mass deficit (PROOF-NOTE-BIT.md); #645's retained PR543-based evidence is historical. It builds #645's word without K-triangles (PartialK) and stacks earlier community jp8 layers on it (G44Stack), adds the p6n ends (NoTriReopen), entrance promotions (BlockInvert) a read-set exchange (BRoute), chafreaky's #741 frames, JointXF's joint exchange, NewBArch's triangle-hybrid B rewrite and LeaverSAT's eight k8 leaver cells (with LeaverSAT2's frame re-optimisation); see README. All-size, realization, +hosting, precision/tape, analytic-transfer and bit H1-H5 assumptions remain +conditional. No upstream license, credit, source pin or AI disclosure is +replaced by this notice. + +PR641 and PR642 were checked as concurrent reported frontier comparisons. +Their endpoints and owner maps are not included here. See CONSTRUCTION.md, +hosting/PROOF.md, independent/ and README.md for the exact contribution scope. diff --git a/research/gauge44-ends7-t16/PROOF-NOTE-BARCH.md b/research/gauge44-ends7-t16/PROOF-NOTE-BARCH.md new file mode 100644 index 0000000000..8cea5a6846 --- /dev/null +++ b/research/gauge44-ends7-t16/PROOF-NOTE-BARCH.md @@ -0,0 +1,43 @@ +# PROOF-NOTE-BARCH: width-neutral triangle-hybrid B-delivery rewrite (U8) + +Construction by NewBArch (`construction/barch/`, builder `build_tri.py`, controls `run_controls.py`, recipe +`RECIPE-U8.json`). Driver: `construction/barch/reproduce_barch.py`, chained after `construction/jx`. + +## The move +On research/gauge44-frames-x's X4 word (`1e1d99ba…`), eight disjoint slots are rewritten. In each slot X an entering +copy E donates into a halves-copy X: 231 (E 450), 230 (E 452), 232 (E 454), 236 (E 456), 226 (E 451), 228 (E 453), 62 (E 455), 238 (E 457). That way, so that one target +read takes X + H in a single gate. A holder pair (for example 496/484) carries the value. Each holder is restored by a +low-end tail at its frame (early cleanup) and a FULL-cleanup restore. Entrance pre-reads keep the entering helper's +start value away from every target. + +The recipe is explicit, with every index referring to the X4 word: +- 40 B deletions; +- 40 B insertions, each with its frame; +- 32 explicit re-chosen B frames; +- 8 early-cleanup tails; +- 8 FULL-cleanup restores. + +The A section and X4's tail frames are untouched. The width is unchanged at 3778. The profile goes +{1:2548, 2:338, 3:430, 4:194, 5:56, 8:8} → {1:2548, 2:338, 3:446, 4:162, 5:72, 8:8}, a delta of {3:+16, 4:−32, 5:+16}. +The eight slots are additive (8 × 3.925e-8 ideal = 3.140e-7). Output word `090fd574…`. U8 contains B0's four slots +(231, 230, 226, 228) plus 232, 236, 62 and 238. + +## Checks rerun on every rebuild +- `build_tri.py` (standard library only) checks the base sha (`1e1d99ba…`) and the result sha (`090fd574…`). +- `run_controls.py` produces 38 outcomes, all required. The control set is pinned in `LOCAL-PINS-barch-U8.json`. + - C0 identity reproduces the input. + - The recipe word PASSes #645's independent `audit_local.py`. + - Four mutants must each FAIL `audit_local` with a pinned message, both globally and for each of the eight slots + (NAME@X): + - drop_restore: the holder is not restored, giving "all-column endpoint failure"; + - restore_full: the low-end restore is moved into the FULL cleanup, giving "all-column endpoint failure"; + - drop_preread: the inserted entrance pre-reads are omitted, giving "nonzero entrance response"; + - donation_after: the donation is placed after the target read, giving "nonzero entrance response". +- The per-end layer-end controls (`../layers_p6n/layer_end_controls.py`) reject 95. +- PR635's native chain runs, with the canonical word, local programs and Clifford recipes pinned. + +## Strict +NewBArch's strict replay: the #741 map (`G44Pack/m741`, byte-identical OWNERS) is rebound to the U8 locals with +`rewidth.py` and admitted with this package's own code (NEWWORD `admit645.py` on research/gauge44-frames-x's tree). +The result is κ 0.001661948695165034, +3.1404e-7 over research/gauge44-frames-x. The four-slot subset B0 strict-passes +at 0.001661791659578416 and the single slot V1 at 0.001661673902364948. diff --git a/research/gauge44-ends7-t16/PROOF-NOTE-BIT.md b/research/gauge44-ends7-t16/PROOF-NOTE-BIT.md new file mode 100644 index 0000000000..da06360da0 --- /dev/null +++ b/research/gauge44-ends7-t16/PROOF-NOTE-BIT.md @@ -0,0 +1,112 @@ +# PROOF-NOTE-BIT: citing the PR589 bit supplier with a derived rank-mass deficit (gauge44) + +This note is BitCap's `PROOF-NOTE-BIT.md` from `complex-571-cold14-k492-bit589`, adapted to the gauge44 package. It +covers the only verifier change relative to #645's package (`research/gauge44-global`): the bit supplier changes from +PR543 to PR589. The complex side is #645's construction, unchanged: supplier word, recipes and every complex check in +`code/assemble.py`. The only complex-side change is the repacked owner map (`data/PLAN.json`, `data/OWNERS.json.gz`), +with expected values re-derived in `data/SPEC.json`. + +## Changed sites + +The changes are in `code/assemble.py`, plus one new stage in `verify_global.py` and a new file +`code/bit_supplier_controls.py`. The independent (non-verifier) `independent/price_profile.py` is ported to PR589 as well. Every other `.py` file equals #645's. + +| # | site | before (#645) | after | +|---|---|---|---| +| S1 | bit input | `inputs/PR543-EXPECTED.json` from the multicold source, blob pin `b61d8598…` | `inputs/PR589-EXPECTED.json`, shipped in this package, blob pin `e293ddc5…`, through `load_bit` | +| S2 | bit deficit | literal `9984` | `bit_deficit(word, live)` = T(2Kv − L·cst), with L = 9, T = 32, K = (L−1)/2 = 4 | +| S3 | profile binding | (none) | Σ r·n of the bit profile = `bit.rank_mass`; moment width `BIT_M = 1 + 7L` asserted = 64 | +| S4 | pipeline binding | (none) | the record's `nine.pipeline` names the nine-stage template with 32 replicas | +| S5 | citation / receipt | input hash names the PR543 file | `bit_supplier` cites PR589 (head `a5afc8c6`, merged as `b3eb785a`, path `research/e8-bit-p111-tuned/tune/EXPECTED.json`) and records v = 111, cst = 63, COPY ranks [7×9] and the derived deficit 10272 | +| S6 | `verify_global.py` | (none) | stage `bit-supplier-controls` runs `code/bit_supplier_controls.py`; it requires status `PASS_PR589_BIT_SUPPLIER_DERIVED_DEFICIT_NEGATIVE_CONTROLS`, exactly 12 rejected controls and derived deficit 10272 | + +The shipped `inputs/PR589-EXPECTED.json` has git blob `e293ddc557742637f9f679f083a1a282d87b1b13`, which equals +`origin/main:research/e8-bit-p111-tuned/tune/EXPECTED.json`. + +## Why the derived deficit is correct + +**The identity.** The rank-mass identity of #545 and #555 is M·live − mass = T(2Kv − L·cst). Its source is +#555's README, "Rank-mass identity", and `code/adapt9p.py`, whose audit carries `DEFICIT=T*(2*K*V-L*CST)`. + +**The parameters.** The bit word has v live ports and decoder constant cst, the sum of the nine retained totals' COPY +ranks. The nine-stage chain is #463/#510 with 32 replicas, so L = 9, T = 32, K = 4 and M = 1 + 7L = 64. The live data +wires number 2KvT. + +**The constraints checked.** The verifier asserts all of: +1. cst = Σ copy_ranks, with exactly `retained_totals` = 9 entries, each in (0, 8]. +2. live = 2KvT. For #589: 2·4·111·32 = 28416. +3. Σ r·n over the priced profile = the record's `rank_mass` = 1808352. +4. M·live − Σ r·n = T(2Kv − L·cst). For #589: 64·28416 − 1808352 = 10272 = 32·(888 − 567). + +Check (4) is #645's `check_moment` guard, unchanged. So v, cst, the profile and live must all agree. + +**PR543 consistency.** The same formula reproduces #645's constant: PR543 has live = 30720, so v = 120; its nine +totals have COPY rank 8, so cst = 72; 32·(960 − 648) = 9984. + +**The deficit does not raise c.** `check_moment` uses the deficit only as an equality guard. The moment engines +compute from (profile, m = 64, live, z) and never read it. The bit value c is established only by the unchanged +acceptance tests at the same exact endpoints, with the bit bad-residue surcharge retained: accept at c and reject at +c + 10⁻²⁴, by both engines. + +## Effect on the outer chain (differs from the k492 package) + +In the k492 package the complex side bound under either supplier, so κ did not move. Here it does. With the +gm3 map the complex side certifies b = 0.001654663299688920102557, with research/gauge44-bit589's dz1 map +b = 0.00165526410310589140991, and with research/gauge44-bit589b's L1g4 map b = 0.001655496738330440231813. PR543's c = 0.001653826988146798944268 is +below b, so under PR543 the bit side would bind. BitCap's table gives the PR543 bit-side κ cap as +0.001651096360425895, which is exactly the κ of `research/gauge44-repack`. PR589's c = 0.001733427039589844234749 +exceeds b, so the complex side binds again (`binding = complex` in `ASSEMBLY.json`): κ = 0.001651929911890057 for gm3 +(conservative 0.001651929909011672) κ = 0.001652528731617094 for dz1 (conservative 0.001652528728737236), and +κ = 0.001652760598550299 for L1g4 (conservative 0.001652760595670246). +Bit589Reviewer recomputed both suppliers with the outer engine and confirmed this. The gain over gauge44-repack therefore depends on this change and on the +assumptions below. + +## Negative controls (all must be rejected; the verifier requires exactly these 12) + +Each control runs the real `assemble()` on the fresh owner/invoice receipts with one input mutated. The strict run's +`BIT-SUPPLIER-CONTROLS.json` lists all 12 as rejected. + +| control | site | rejected at | +|---|---|---| +| `revert_hardcoded_9984` | S2 | `check_moment` deficit guard (10272 ≠ 9984) | +| `ports_112` | S2 | `bit_deficit`: live ≠ 2KvT | +| `decoder_constant_64_copy_ranks_unchanged` | S2 | `bit_deficit`: cst ≠ Σ COPY ranks | +| `decoder_constant_64_with_one_copy_rank_8` (derives exactly 9984) | S2 | `check_moment` deficit guard | +| `eight_retained_totals` | S2 | `bit_deficit`: totals count ≠ 9 | +| `live_minus_one` | S2 | `bit_deficit`: live ≠ 2KvT | +| `profile_rank_mass_plus_one` | S2/S3 | `check_moment` deficit guard | +| `profile_rank_mass_receipt_mismatch` | S3 | profile mass ≠ `rank_mass` | +| `bit_lower_next_grid` | endpoint | `check_moment` reject-side moment test | +| `not_nine_stage_record` | S4 | pipeline binding | +| `tampered_bytes_next_grid` | S1 | blob pin | +| `pr543_file_under_pr589_pin` | S1 | blob pin | + +Bit589Reviewer re-traced all 12 rejection sites on the gauge44 word (b589gm3), and they match the table: `code/assemble.py` L191 (`revert_hardcoded_9984`, `decoder_constant_64_with_one_copy_rank_8`, `profile_rank_mass_plus_one`), L48 (`ports_112`, `live_minus_one`), L47 (`decoder_constant_64_copy_ranks_unchanged`, `eight_retained_totals`), L201 (`profile_rank_mass_receipt_mismatch`), L197 (`bit_lower_next_grid`), L179 (`not_nine_stage_record`) and L39 (both blob controls). dz1 and L1g4 run the same code. + +The ported `independent/price_profile.py` re-derives the deficit separately (`pr589_deficit`) and checks the same blob pin. Its regenerated receipt on this package's PLAN gives the same κ. + +## Inherited assumptions + +**PR merge status (`gh pr view`, 2026-10-13):** #589 MERGED 2026-10-12T17:00:38Z. #555 was merged 2026-10-12. #645 +is OPEN. Main's review replayed #589 freshly as "supplier-only headroom", and main's *selected* composition still +cites #543. + +**Unmerged assumptions:** +1. **#645 itself (open):** the gauge44 factory, its construction steps and all of its retained interfaces and notes. + These are unchanged here. +2. **This verifier change (S1–S6):** under review (Bit589Reviewer). The PR589 record replaces PR543 as an *input of + the gauge44 assembly*, a composition main has not selected. + +**Assumptions carried by #555/#589 (merged, stated there as review points, not theorems):** +3. #545's punctured unit: a 111-port unit with decoder constant 63 is an admissible bit supplier on the same hypotheses + as v = 120. +4. #510's nine-stage chain as re-parameterised for v ≤ 120 by #555's `code/adapt9p.py`, including the rank-mass + identity used in S2. +5. #543's interleaved scalar-interface lemma (H1–H5) for phase-B source rewrites. This is not new: #645 already + inherits it through PR543. +6. #589's two A-section transports. +7. The same bit bad-residue surcharge model as PR543 (`surcharge_model = {'complex': False, 'bit': True}`). + +## Result + +The bit-supplier change is the same as in research/gauge44-bit589 and gauge44-bit589b: the code is byte-identical and was signed by Bit589Reviewer. For this package (k8 leaver word db2c7cfb, K8c8 map), the complex side certifies b = 0.001674185476674086429846 and binds under PR589. Under PR543 the bit side would cap κ at 0.001651096360425895. κ is given in the README and `RESULT.json`. diff --git a/research/gauge44-ends7-t16/PROOF-NOTE-FRAMES-X4.md b/research/gauge44-ends7-t16/PROOF-NOTE-FRAMES-X4.md new file mode 100644 index 0000000000..a456a8127b --- /dev/null +++ b/research/gauge44-ends7-t16/PROOF-NOTE-FRAMES-X4.md @@ -0,0 +1,58 @@ +# PROOF-NOTE-FRAMES-X4: chafreaky's #741 frames and JointXF's joint exchange (X4) + +Two construction steps on top of research/gauge44-promo-p6k4sw's SW4 word P6k4sw4 (`d232183f…`). + +## 1. #741's eight B frames (`construction/frames/`) +The eight B-gate frame raises are by **chafreaky**, [#741](https://github.com/CrocSwap/integer-mult-bounds/pull/741) +(`research/complex-sw4-frame8`, commit e516b146). `FRAME-RECIPE-sw4.json` is byte-identical to #741's +`data/FRAME-RECIPE.json` (a2c7ca4d…). CompetitorMine ported #741's builder and controls; only package paths are adapted. +The step applies the frames with BlockInvert's `build_promotion.apply` and checks: +- the scalar program of A, cut, B, precondition and cleanup is unchanged; +- start and end frames are unchanged; +- the profile, the widths and the output word `e7804702…` are pinned; +- 3 pin controls are rejected; +- #741's 10 focused native controls are rejected (8 frames emptied, a changed read coefficient, paid-profile tampering); +- the per-end layer-end controls reject 95; +- the native chain matches its pins. + +The rebuilt locals equal G44Pack's F741 locals except the `seconds` field in CLIFFORD-REVIEW. +This step reproduces #741's word. The final word is built by step 2, which contains these frames. + +## 2. Joint exchange X4 (`construction/jx/`, JointXF) +There are four disjoint instances of BRoute's sw4 read-set exchange rule. Each one exchanges *two* copy pairs that +share targets: (448, 472), (458, 592), (470, 604) and (482, 614), with face registers 235, 267, 58, 427, 26, 443, 18 +and 50. #741's eight frames sit on top. The 16 moved reads keep their original stored dim-6 frames: they are +monotone-repaired rather than refitted to the plain join. The recipe `RECIPE-X4.json` is explicit: +- 32 replaced gates, 16 deleted gates and 16 inserted gates, each with its old gate asserted; +- #741's 8 frames, listed with their source; +- 16 explicit frames at the moved reads, each asserted equal to the recomputed frame. + +The builder `build_jx.py` uses only the standard library. It checks: +- target frames lie inside u_t^⊥; +- tails and ends; +- exactness of the whole B segment's rational linear map against the input (a Fraction replay); +- the recomputed paid profile and the output sha `1e1d99ba…`. + +Effect against #741's word: the profile goes {1:2556, 2:334, 3:430, 4:194, 5:56, 8:8} → {1:2548, 2:338, 3:430, +4:194, 5:56, 8:8}. The width inventory is unchanged, and each instance gives +1.0798e-7 at ideal, exactly additive. + +**Controls**, each pinned in the recipe and rerun by `reproduce_jx.py`: + +| control | outcome | +|---|---| +| C0 identity | returns the input `d232183f` | +| C1 #741 only | `e7804702`, #741's word (ties step 1 to step 2) | +| M1 one pair (448) with frames retained | `5fb6fb2e`, neutral (profile = #741) | +| N1 pre-read dropped | rejected: exactness rows [132, 135] | +| N2 pre-read with wrong sign | rejected: exactness rows [132, 135] | +| N3 plain-join refit of the moved reads | `7241cd59`, strictly worse | +| N4 a raise made dim-7 at B855 | rejected: cap at (1302, 174) | + +N3 and M1 are pinned-outcome controls (a specific different word), not rejections. They show the gain needs both the +target-sharing pair and the retained frames. + +**Other checks (JointXF):** +- `audit_local` PASS; +- native chain PASS; +- FrameCoal's global frame optimiser reaches the same profile on this move set, so X4 is frame-optimal for these moves; +- SW4Extend found the same word independently. diff --git a/research/gauge44-ends7-t16/PROOF-NOTE-LAYERS.md b/research/gauge44-ends7-t16/PROOF-NOTE-LAYERS.md new file mode 100644 index 0000000000..c4b4e85b6a --- /dev/null +++ b/research/gauge44-ends7-t16/PROOF-NOTE-LAYERS.md @@ -0,0 +1,129 @@ +# PROOF-NOTE-LAYERS: earlier jp8 layers, here stacked on the no-triangle gauge44 word + +> In this package the layers sit on the no-triangle word (R = 504), not on #645's 492-helper word. The mapping, the +> NP chain (regroup `864ff4a1` → swap `beb3579f` → layered `a9de804f`), the per-layer status on this base and the +> checks are in `PROOF-NOTE-NOTRI.md` ("Layers on this word"). The text below is research/gauge44-layered's note. It +> describes the same layers and controls on the 492-helper word; its word shas, helper numbers, counts and result +> table refer to that word. + + +This note covers the second change of research/gauge44-layered relative to research/gauge44-bit589. The first change, +the PR589 bit supplier, is covered unchanged by `PROOF-NOTE-BIT.md`. Here the community jp8 layers that were reviewed +on the k492 words (#629/#637/#641 lineage) are re-applied to #645's gauge44 provider word. The layers, their +construction code and their recipes were all reviewed earlier, on k492 words. This note says what carries over +unchanged, what is re-checked on the gauge44 word, and what is new. Sources: G44Stack's report (porting and checks on +gauge44); PivotReviewer's report (sections 1-4, Addenda 3-5); H4aReviewer's report (Addenda 7-8); JP8Ends' report. + +## What the layered word is + +`construction/layers/reproduce_layers.py` builds the layered word from a fresh `construction/reproduce.py --until word` +output. Each step is checked exactly: + +1. **Pivot swaps** (`build_pivot_swap.py`, PR641's constructor, LF sha256 `8e8bced8…`, the file PivotReviewer signed for + st2s4). It reads `PIVOT-SWAP-S6.json` and runs on #645's `regroup/FULL-WORD`. There are six pivot-role swaps: 488→560, + 489→561, 500→572, 501→573 (s4) and 513→537, 525→549 (s6). The `swaps` list is identical, gate for gate, to S6Ship's + s6/s6j3 recipe (`k492-jp8-pivot_swap.json`); only `input_content_sha256` differs, because the base word is #645's + regroup word. The constructor replays the zero response exactly, keeps the profile and width multiset unchanged, and + rejects its 30 negative controls. +2. **HPE.** PR635's `build_hpe.apply` applies the inherited jp8 hyperplane-end changes (`HYPERPLANE-END-S6.json`). Its + LF sha256 `23c9d7ce…` equals the k492 jp8 hyperplane_end recipe committed in s6j3 and earlier. +3. **cold44, exactly.** #645's `build_gauge_cold44.py` runs on the swapped HPE word. Its 44 rank-four cold ends, premix + and low tails must equal the unswapped (pinned) cold44 construction; only the FULL inverse differs. Consequently the + swaps touch no factory block. +4. **Layers.** PR635's unchanged `build_cold_end.apply(HPE, COLD-LAYERS-RECIPE)` applies the cold44 recipe plus: + - 8 entering ends: 560/561/572/573 at U24 (s4) and 597/599/537/549 at U30 (x30: #629's E1 pair, which #645 dropped, + plus s6's two ends); + - 10 factored dim-8 cold ends: p123 (310/506, 311/504, 516/327) and q4 (579, 592, 589, 518). + The output word's sha256 is pinned (`0be48b1d…`), as are its local profile `{1:2542, 2:414, 3:434, 4:154, 5:56, + 8:8}` and width inventory `{4:52, 5:48, 7:42, 8:116, 9:234}`. The recipe's `refactored_cleanup` meta lists the 8 + entering ends in `entering_low_frame_ended_helpers` (LayerReviewer's fix). That meta is copied into the word, which + is why the pinned word sha moved from `b25f0ed9…` to `0be48b1d…`; gates, frames and report are unchanged. +5. **Layer-end controls** (`layer_end_controls.py`, LayerReviewer's adaptation of PR635's `cold_end_controls.py` + d966e29a). These are raw-word negative controls on the layered word, judged by PR635's unchanged + `hpe_audit_and_transport.py`. Each mutant must be rejected at its pinned reason. The adaptation has three parts: the + lower→FULL mutant is pinned at "cleanup on non-FULL end", where gauge44 rejects it; entering ends come from the + recipe meta; and the premix-gate controls are skipped for entering ends that have no premix gate. `reproduce_layers.py` + requires exactly 59 rejections. +6. **Native locals.** PR635's native audit and transport, ledgers, local replay (the 192-bit payload bound), wrappers and + phases all pass. The result is the `--local` that `verify_global.py` consumes. + +G44Stack's run of this driver (`rlayers2`, all steps exit 0, 59 controls rejected) reproduces `locs/pq/local`, the +local G44Pack's strict runs used. Every SPEC-pinned artifact is byte-identical: CANONICAL-WORD, LOCAL-PROGRAMS, +LOCAL-CHECKS, INDEPENDENT-LOCAL-REPLAY, CLIFFORD-RECIPES, RESIDUAL-ADAPTERS and WRAPPER-CHECKS. CLIFFORD-REVIEW differs +only in a seconds field; its semantic hash is what SPEC pins. The two unpinned files that embed the word, +FULL-WORD and SCALAR-FRAME-AUDIT, differ because of the meta. + +## Per-layer status on gauge44 (G44Stack, ideal Δκ at ×72) + +| layer | prior review (k492 words) | on gauge44 | per-call Δ profile | ideal Δκ | +|---|---|---|---|---| +| pivot swaps (6) | PivotReviewer §1-2 (s4), Addenda 4-5 (s6): exact; omitting any rewritten gate is rejected; cost-neutral | all 6 recipe `before` gates match the regroup word; 30 controls rejected; cold44 rebuilds the same 44 ends | neutral | 0 | +| s4 ends 560/561/572/573 @U24 | PivotReviewer §3: (N) exact for ([24], U24) and its canonical pair; climbs paid | positive | {1:+8, 2:−4, 3:+4, 4:−4}, w −4 | +7.0e-8 | +| x30: E1 597/599 + 537/549 @U30 | #629 (E1); PivotReviewer Addenda 4-5 (537/549 end monotonically at the E1 hyperplane, whose (N) is exact) | positive | {1:+10, 2:−6, 3:+2, 4:−2}, w −4 | +2.0e-7 | +| p123 | H4aReviewer Addendum 7: 0 bad rows, dyadic, exact in all 3 orientations; (N) for (0,1039)-(0,1041); Δ recomputed | positive | {1:+6, 2:+12, 3:−12}, w −6 | +2.0e-8 | +| q4 (after p123) | H4aReviewer Addendum 8 (n_q4): exact; (N) for the 310/311/327 frames and 518's (0,1042); independent of u4 | positive | {1:+4, 2:+8, 3:−8}, w −4 | +1.4e-8 | +| **stack T_pq** | — | built and audited | {1:+28, 2:+10, 3:−14, 4:−6}, w 3794→3776 | **+3.08e-7** | + +These layers were left out because they are negative or dead on gauge44: u4 (−1.2e-6), the 249 end (−3.2e-7), a joint +p123+q4 (−2.6e-7, worse than sequential), and #627's dim-7 ends 581/590 (no dyadic basis). j3 is dead: its st2 partner +403 is one of #645's 44 ends, and cold44's block premix uses up the row space. + +**Payload.** H4aReviewer's Addendum 8 correction found that the k492 word n_q4 broke the 192-bit local payload bound +(backward prefix 280 bits). On gauge44 the layered word passes PR635's `hpe_audit_local.py` local-replay stage +(`prefix < 2**192`), both in G44Stack's `localchain.py` and as step 5 of `reproduce_layers.py`. So the q4 layer here +does not repeat that failure. + +## Verifier changes (spot widths) + +A swapped-out pivot p becomes an ordinary cold helper, and its width goes from 8 to 9. #645's global code checks the +spot helpers' widths as all 8, so the five global files gain the spot-width rule PivotReviewer signed as SOUND for +S4Ship (Addendum 3), ported to gauge44: + +- `code/witness.py`: `spot_widths(v)` gives 9 at a spot helper h with 2v+h among the swapped-out pivots and 8 + elsewhere. The swapped-out pivots are read from the recipe that SPEC key `pivot_swap` names (path and sha256; the + sha256 is asserted). Without `pivot_swap` the tuple is all 8, the same as #645. +- `code/bind_providers_portable.py`, `code/audit_allcold.py`, `code/assemble.py`: the `all(... == 8)` spot checks become + tuple equality with `spot_widths()`, which pins every spot width exactly. +- `code/assembly_controls.py`: the `cold_swap` control picks a swap partner whose width differs, so the mutant can + never be the identity. + +Here the spot helpers 264 and 276 (pivots 488 and 500) expect width 9 and the other spot helpers expect 8. The k492 +spot-width review (PivotReviewer Addendum 3) covered the same rule on k492 code. Its gauge44 port is part of this +package's review (LayerReviewer). + +## Controls and what is not re-run + +- The pivot-swap constructor's 30 controls run inside `reproduce_layers.py` (step 1). +- `verify_global.py`'s strict controls are unchanged, including the 12 bit-supplier controls and #645's admission + controls. They run on the layered locals. +- Layer-end controls: 59 raw-word mutants, all rejected at pinned reasons, run as step 5 of `reproduce_layers.py` + (see above). They cover the cold low-frame ends, the refactored cleanup, every entering end (its lower-frame gate, + profile pin and hyperplane, plus its premix gate where it has one) and each distinct dim-8 frame. LayerReviewer ran + them on the layered word (59 rejected). The k492 version (d966e29a) rejected 103-112 on the p123/q4 words; the + k492-only primitives (absorptions, factored accumulators, target writes) are absent from this word. +- #645's independent audit `independent/audit_local.py` on the layered word: PASS, with 204 entering helpers, 96 low ends, + 54 cold ends and 716 columns. Its receipt is `evidence/layers/LOCAL-AUDIT-LAYERED.json` (word `0be48b1d…`, run with + `--main`). The README's clean-clone command reruns it; only `elapsed_seconds` varies. The other `independent/` + receipts are #645's own. +- The prior (N), exactness and pricing checks for each layer were done on k492 words. On gauge44 they are covered by + the native chain (native audit, local replay, wrappers, phases) on the layered word, together with the pinned + profile and width inventory. + +## Inherited assumptions + +These are the same as `PROOF-NOTE-BIT.md` (#645 open; PR589 citation; #545/#555/#589 review points; H1-H5). In +addition: + +1. **(N) for the entering-end pairs outside #599's three Lean-covered pairs** (U24, U30, the dim-8 frames). As on + k492, these are covered by the tool check (clifford_exact / `nchk.py`) and by the native wrappers, not by a Lean + proof (PivotReviewer §3). +2. **The reviews of PR641's pivot-swap constructor and PR635's `build_cold_end.apply` / `build_hpe.apply`**, which this + package uses unchanged. + +## Result + +| | gauge44-bit589b (L1g4 map) | this package (layered, LN5c map) | +|---|---|---| +| κ | 0.001652760598550299 | 0.00165395497190225 | +| per-call width | 3794 | 3776 | +| local profile | #645's {1:2514, 2:404, 3:448, 4:160, 5:56, 8:8} | {1:2542, 2:414, 3:434, 4:154, 5:56, 8:8} | diff --git a/research/gauge44-ends7-t16/PROOF-NOTE-LEAVER.md b/research/gauge44-ends7-t16/PROOF-NOTE-LEAVER.md new file mode 100644 index 0000000000..b34a289c48 --- /dev/null +++ b/research/gauge44-ends7-t16/PROOF-NOTE-LEAVER.md @@ -0,0 +1,82 @@ +# PROOF-NOTE-LEAVER: no-helper mutable-leaver all-K cells, re-stacked layers, hybrids and a frame re-optimisation (k8) + +Construction: LeaverSAT (cells, layer re-indexing, frozen recipes) and LeaverSAT2 (frame re-optimisation). +Drivers: `construction/leaver/reproduce_leaver.py` (cell word) and `construction/leaver/reproduce_leaver_chain.py` +(everything after it). Reviews: PromoReviewer (leaver chain, k8 cells and frames, k8 clean rebuild), SW4Reviewer (hybrid structure), Q6Reviewer +(`layer_end_controls_leaver.py` v2, `LEC-REASON-PINS-k8.json`), LecReviewer (`LEC-REASON-PINS-STACK-k8.json`). + +## 1. The cell (set model, LeaverSAT) +In #781's all-K cell, a pair p with sign e replaces three face events and three packet copies. Direct delivery uses +15 reads y_i += c x_j. LeaverSAT's 21-gate circuit uses the six leaver sources x_j (face-event operands with no later +reads, restored at FULL by the inherited cleanup) as mutable intermediates. It has 3 leaver gates x_k += c x_m, +3 target gates y_a += c y_b (inverted at frame zero in the precondition and scatter, #781's recipe) and 15 reads. +Coefficients are rescaled exactly per cell, C_ij = r_i c_j. The driver re-derives the scaled gates from the unit +circuit and checks the clean map Y_i = Σ_j C_ij X_j in exact rationals. + +Native legality needs one relabelling: the plain circuit fails the native audit, because a y += y source carries +port-stage entering-helper dirt. Each cell is therefore relabelled by S6 so that y–y sources avoid targets carrying +entering dirt at that time. + +**Set k8:** all eight cells (01±, 23±, 45±, 67±), R = 480. The cores are in `construction/leaver/cells-k8/` (documentary; +the driver re-derives every scaled gate from `CODED-CELLS-k8.json`). The regroup word is `00aeefe0…` and the cell word is +cold44 `58e14a02…`. Its pairing ranks are pinned to [0,0,0,4,4,4,4,4,4,4,4,0,0,0] in `cold44x.py` and checked again in +the driver. + +## 2. Re-stacked layers (LeaverSAT; signed builders unchanged, recipes re-indexed) +| step | recipe (data) | word | +|---|---|---| +| pivot swaps (6), mapped through the leaver helper map | `PIVOT-SWAP-k8.json` | `377ab10c…` | +| HPE, greedy (22) | `HPE-RECIPE-k8.json` | `598543fa…` | +| cold44, exact (same ends, premix and tails as the unswapped cell word) | — | — | +| NP layers (s4, x30, b6, q4) | `COLD-LAYERS-RECIPE-NP-k8` | `2c1740f6…` | +| p6n ends | `COLD-LAYERS-RECIPE-P6N-k8` | `25c40614…` | +| promotions (16, minimal) | `PROMO-RECIPE-k8.json` | `84d4da2e…` | +| joint exchange (re-indexed X4) | `RECIPE-X4-k8.json` | `84d4da2e…` (identity) | +| U8-style hybrids ×6 (NewBArch's builder; instances 62, 226, 228, 230, 231, 232) | `RECIPE-U8-k8.json` | `c836d892…` | +| frame re-optimisation (exact global frame optimum, gopt2; 137 B and 2 T frames) | `FRAME-RECIPE-LV-k8.json` | **`db2c7cfb…`** | + +Three steps don't apply to k8. The sw4 exchanges use copy helpers 461, 581, 591 and 603, which the cells drop. Of +#741's eight frames, none survives. All four X4 exchange groups use dropped helpers, so the joint exchange is the +identity (0 raises, 0 frames); it is still run, with its three remaining controls (C0, C1, N3) at their pins. + +The two cold-layer recipes are LeaverSAT's frozen k8 recipes (`fea82fb8…`, `76aedf23…` as .gz) with one key added, +`input_content_sha256` = the swapped HPE word `598543fa…`, as in the k5 package. Removing the key gives the frozen +recipe content exactly. + +## 3. Controls rerun on every rebuild +- **Cell stage:** the exact clean-map check; native audit, ledgers, local replay, wrappers and phases on the cell word. +- **Pivot swaps:** the swap constructor's 30 controls. +- **Promotions:** BlockInvert's `promo_controls.py`, 11 mutants rejected at pinned sites. +- **Joint exchange:** the 3 `RECIPE-X4-k8` controls reproduce their pinned outcomes. +- **Hybrids:** `run_controls.py` gives 30 outcomes, all required. These are C0, the recipe word passing audit_local, + and 4 mutants, each run both globally and per instance. +- **Frames:** `build_frames_lv.py`'s 3 pin controls. LeaverSAT2's 6 frame-recipe mutants are rejected by the builder; + that receipt was reviewed by PromoReviewer and is not rerun. +- **Layer-end controls:** `layer_end_controls_leaver.py` v2 (`4ba676f1…`), Q6Reviewer-signed. It is the signed + per-end controls with per-word reason re-pins and **declared not-applicable sites**. A vacuous mutant site is never + skipped silently: the pins file must declare it, the declared set must equal the detected set, an identity is proven by + sha equality of the mutated and honest words, and a same-class substitute mutant is built and must be rejected at the + class's pinned reason. The count stays 95 on every word. The controls run on all five words: + - p6n, promoted, jx and hybrid words, with `LEC-REASON-PINS-STACK-k8.json`: `extra_end` only. h0 273's first + premixed partner 282 is already cold-ended at h0's frame, so the mutant is the identity (sha-proven per word); the + substitute is partner 281, cold-ended at h0's frame. + - the re-framed final word, with `LEC-REASON-PINS-k8.json`: `extra_end` as above, and `other_hp:554`. The frame + re-optimisation lowers entering end 554's tail frame to dimension 5, and no helper_final frame has dimension 5, so + the 'end at another hyperplane' mutant cannot be built; the substitute moves 554's end to another dim-8 frame and + must be rejected at the cone pre-check. This replaces the interim skip of research/gauge44-leaver. + No reason re-pins are needed on the k8 words. The receipts (`COLD-END-CONTROLS.json`) carry the not-applicable list; + the counts, the not-applicable sites with their reasons and the sha256 of each pins file (`LEC-REASON-PINS-STACK-k8.json` + d87ed7b5…, signed by LecReviewer; `LEC-REASON-PINS-k8.json` b07279e4…, signed by Q6Reviewer) are pinned in + `CHAIN-PINS-k8.json`. +- **Native chain on the final word:** the canonical word, local programs and Clifford recipes are pinned in + `CHAIN-PINS-k8.json`, which also pins every count above. + +## 4. Cell mutants (evidence, not rerun) +LeaverSAT2's `CELL-MUTANTS-LV.json` (in `evidence/leaver/`) records PromoReviewer's cell mutants M1–M6, generalised +to every cell sign. All 42 are rejected by both audit_local and the native audit, on single-cell builds. + +## 5. Strict +The owner map is G44Pack3's K8c8: its pattern-flow LNS on the R = 480 k8 word. Admitted on this package's own code, +with SPEC `width_spot_helpers` [258,270,282,294] and `pivot_swap` → `construction/leaver/PIVOT-SWAP-k8.json` (NEWWORD +discovery, freeze, strict), it gives κ 0.001671387264390146. That is +7.154e-6 over research/gauge44-leaver (k5, +0.001664233607446043). diff --git a/research/gauge44-ends7-t16/PROOF-NOTE-NOTRI.md b/research/gauge44-ends7-t16/PROOF-NOTE-NOTRI.md new file mode 100644 index 0000000000..54bd84e01d --- /dev/null +++ b/research/gauge44-ends7-t16/PROOF-NOTE-NOTRI.md @@ -0,0 +1,53 @@ +# PROOF-NOTE-NOTRI: #645's gauge44 word without K-triangles (R = 504) + +Construction by PartialK; review by NotriReviewer (scratch/NotriReviewer/FINAL-REPORT.md). Drivers: +`construction/notri/reproduce_notri.py` (this word) and `construction/layers_np/reproduce_np.py` (layers on it). + +## Why the triangles were the blocker +- In #645's gauge44, a K-block has I = 6 low registers with rank C = 4, so L = 2. Only the 2-row priority completion + fits there. The (p,−) triangle reads climb copies loc17/19/21 and source loc2. +- Without the triangles, I = 8. With the 2-row completion, rank C stays 6 (L = 2), which is why the plain removal sweep + restored nothing. With the 6-row completion (`PRIO6.json`, the list blocks 3–10 already use), rank C = 4, so L = 4, + the cap. All 14 blocks then pair at rank 4: 56 rank-four cold ends, R = 504, width 3818, profile + {1:2506, 2:336, 3:472, 4:184, 5:56, 8:8}, rank mass 5674. + +## Constructor changes (NotriReviewer §1) +- **`cgx.py`** is #645's `construct_gauge_xcentre.py`, parameterised by XPARAM. On this path the only change that takes + effect is the K-block priority: `PRIO[c]` is placed in front of the inherited rows. The prepended rows equal the + shared 6-row list of blocks 3–10 (all 8 lists identical). Every completion assert is kept (`qr_rank(M)==4`, + `len(M)==8`, the exact block-total rows). An empty TRI schedule is an input #645 already supports (`NH = 504 − 3·0`). + `HELPER-MAP` is the identity on 728. The `exch`, `COPYL` and `hyb` branches are inert here (defaults, empty, not + reached). +- **`port_stage_x.py`** is PR635's `build_port_stage.py`. The helper map only has to be injective rather than onto; + with no triangles it is onto again. +- **`cold44x.py`** is #645's `build_gauge_cold44.py`. Its per-block pin `r == len(L) == (2 if K-block else 4)` is + replaced by `r == len(L)` together with the explicit per-block pin `PAIRING_RANKS` (set by the driver to [4]*14, + and to #645's pattern in `--control-g44`). Helpers outside the 224+16b ranges join their blocks (EXTRAH, empty here). + Every other assert is kept (U, nonlocal premix, `rank(Qmat) == NB`). +- **Control.** `reproduce_notri.py --control-g44` runs the same scripts with #645's four triangles and no XPARAM. It + reproduces #645's gauge44 word `78c7aada…` exactly, with ranks [2,2,2,4,4,4,4,4,4,4,4,2,2,2]. + +## Exactness and locals (NotriReviewer §2) +- Replay: 0 bad rows over 27,932 gates, all dyadic; forward, inverse and adjoint are exact. None of the 6,448 + compensation additions reads an ended helper, and the precondition never touches one. +- 0 FULL-remainder gates touch an ended helper; E⊂U holds for every entering end. The delta against gauge44 + ({1:−8, 2:−68, 3:+24, 4:+24}, width +24) matches the reported profiles. +- (N): all 17 pairs pass (14 cold dim-4 pairs with 4 helpers each, plus 3 dim-8 entering pairs). +- `audit_local.py --main`: PASS. Payload: prefix bits 66 forward and 72 backward, against 192. +- Native locals: 25 controls rejected, Lemma A on 22 frames, 17 wrapper mutants rejected. The rebuilt locals equal + the strict locals (`PartialK/runs/none_p6/local`): byte-identical except CLIFFORD-REVIEW and SCALAR-FRAME-AUDIT, + which differ only in their `seconds` field. + +## Layers on this word (G44Stack) +The layers are research/gauge44-layered's (see `PROOF-NOTE-LAYERS.md`), mapped to the 504 numbering: +- the 6 pivot swaps 494→566, 495→567, 506→578, 507→579, 519→543, 531→555, which are neutral (same 46 HPE helpers, + same 56 cold ends); +- s4 566/567/578/579 at U24; +- x30 608/610/543/555 at U30; +- BlockCombine's b6; +- q4. + +p123 is negative on this base and dropped; j3 is dead (L = 0 at U24 and U30). The chain is regroup `864ff4a1` → swap +`beb3579f` → layered `a9de804f`, with profile {1:2534, 2:346, 3:458, 4:178, 5:56, 8:8} and width 3800. On that word +the signed `layer_end_controls.py` rejects 59/59 and `audit_local.py` passes with 216 entering helpers, 120 low ends, +66 cold ends and 728 columns. NotriReviewer independently reproduced a9de804f from the packaged recipes. diff --git a/research/gauge44-ends7-t16/PROOF-NOTE-P6N.md b/research/gauge44-ends7-t16/PROOF-NOTE-P6N.md new file mode 100644 index 0000000000..bef9ad2de0 --- /dev/null +++ b/research/gauge44-ends7-t16/PROOF-NOTE-P6N.md @@ -0,0 +1,34 @@ +# PROOF-NOTE-P6N: six b-type dim-8 cold ends on the layered no-triangle word (p6n) + +Construction by NoTriReopen. Driver: `construction/layers_p6n/reproduce_p6n.py`. Review: Q6Reviewer. + +## What p6n adds +On research/gauge44-notri-layered's word NP (`a9de804f…`), p123's lane is rebuilt as three factored dim-8 pairs +(`P6N-SPEC.json`): +- [512, 513] at U = (256,128,66,34,16,8,6,1). The old pair [310,512] split a rank-3 end; [512,513] replaces it; +- [311, 510] at U = (256,128,72,40,24,4,2,1); +- [522, 327] at U = (256,128,66,34,18,10,6,1). + +They are built with the same premix-only factored construction as p123/q4/b6 (JP8Ends' stackJ/stackE, CarrierBypass +pattern; PR635's unchanged `build_cold_end.apply`). The cold-layer recipe `COLD-LAYERS-RECIPE-P6N.json.gz` is NP's +recipe plus these six ends; its meta lists 72 cold ends and the 8 entering ends. Applied to NP's swapped HPE word, it +gives p6n `34b683fa…`: +- profile {1:2540, 2:358, 3:446, 4:178, 5:56, 8:8}; +- widths {4:64, 5:48, 7:54, 8:122, 9:216}; +- width 3794 (NP 3800); +- Δ per call {1:+6, 2:+12, 3:−12}, w −6, every end b-type. + +## Checks +- **NoTriReopen:** native chain including phases PASS; audit_local PASS; 95/95 layer-end controls rejected. +- **Q6Reviewer:** + - exact; + - (N) passes on all 21 pairs; + - payload 55/72 bits, against 192; + - the per-end control variant `layer_end_controls.py` (fc58c569…, which Q6Reviewer signed for research/gauge44-pq6) rejects 95/95; + - 165 further mutants on the six ends are all rejected. + The LayerReviewer-signed `../layers/layer_end_controls.py` controls one end per dim-8 frame family, so it would not + control each new end. This package therefore uses the per-end variant for p6n and for the promoted word built on it. +- **Rebuild:** `reproduce_p6n.py` pins the input NP word, the output sha, profile and widths, and 95 controls. + +## Remaining capacity (NoTriReopen) +After p6n, the only residual cold capacity on the word is 2 a-type units, and every end there prices about −9e-7. diff --git a/research/gauge44-ends7-t16/PROOF-NOTE-PROMO.md b/research/gauge44-ends7-t16/PROOF-NOTE-PROMO.md new file mode 100644 index 0000000000..8233bbd6b8 --- /dev/null +++ b/research/gauge44-ends7-t16/PROOF-NOTE-PROMO.md @@ -0,0 +1,46 @@ +# PROOF-NOTE-PROMO: entrance promotions E4 → E5 on the p6n word + +Construction by BlockInvert (`construction/promo/`); driver `construction/promo/reproduce_promo.py`. + +## What a promotion is +An entering helper h starts at an entrance frame E (its `start_extra`) and climbs to its final frame. Promotion +enlarges E to E′ ⊃ E (here dim 4 → dim 5). That removes one paid climb from h's chain (width −1 per helper) at the +cost of re-choosing the frames of the gates on h's early chain. It is the time-reverse dual of end deepening. Two +conditions make it legal: +1. **Zero target response for h's dirt.** This condition does not depend on E, so it is inherited unchanged from the + input word. +2. **Monotone frames.** Every gate's frame must contain its registers' current frames. +Only frame annotations and start frames change. The scalar program (every gate's registers and coefficients) is +untouched, so the endpoint, every cone and the compensation are those of the input word. + +## The recipe (`PROMO-RECIPE-p6n-k4.json`, data only, minimal) +- Input: the p6n word `34b683fa…` (`PROOF-NOTE-P6N.md`), pinned. +- `entrances`: the 16 entering helpers 627, 629–631, 635, 637–639, 651, 653–655, 659 and 661–663 (four E4 kernel groups) go E4 → E5. +- `gate_frames`: 48 frame re-choices, the promotion's own entry-gate raises (12 per group); each records the old frame, + which must equal the input's exactly. This is BlockInvert's **minimal** recipe: the deterministic rule + E′ = E + ⟨smallest x⟩ on each group's entry gates (PromoReviewer). Unlike research/gauge44-promo's k3 recipe, it + carries none of the 72 price-neutral CP-SAT re-choices. +- `expected`: output `0390ec65…`, profile {1:2572, 2:326, 3:430, 4:194, 5:56, 8:8}, widths + {4:80, 5:32, 7:54, 8:122, 9:216} (width 3778). Against p6n the delta is {1:+32, 2:−32, 3:−16, 4:+16}, width −16. + +## Checks rerun on every rebuild (`reproduce_promo.py`) +- `build_promotion.py`: input pin; each old frame matches; each new entrance strictly contains the old one; the + profile and widths are recomputed from the chains, including target end climbs; output pins. +- `promo_controls.py`: the honest word passes #645's independent `audit_local.py` (exact forward and dual endpoint + frames, entrances, cones). For p6n-k4, 11 mutants are rejected at pinned sites (the count is pinned in `LOCAL-PINS-p6n-k4.json`): + - entrance outside the first gate frame; + - raised gate missing, once per promoted group; + - entrance reverted, so the profile does not match; + - ungrouped promotion; + - a recipe gate whose old frame is wrong; + - a recipe entry that is not a promotion; + - a tampered input word (the constructor's own `__main__` must refuse it at the input pin); + - a scalar tamper on a raised gate. +- The per-end layer-end controls (`../layers_p6n/layer_end_controls.py`, Q6Reviewer-signed): 95 rejected. +- PR635's native chain: transport audit (all columns, native frames), ledgers, local replay (192-bit payload), + wrappers and phases, with the canonical word, local programs and Clifford recipes pinned (`LOCAL-PINS-p6n-k4.json`). + +## Search (not run by the rebuild) +`make_recipe.py` writes the recipe from BlockInvert's CP-SAT solution (`prom.py` with `exactframe2.py`, using MinCutSel's +chain model). These promotions were priced negative before (MinCutSel #3, under a fixed-window arc-flow packer). Under +near-ideal packing (G44Pack's dissolve/gapmerge) they price positive; the strict replay confirms the gain. diff --git a/research/gauge44-ends7-t16/PROOF-NOTE-SW4.md b/research/gauge44-ends7-t16/PROOF-NOTE-SW4.md new file mode 100644 index 0000000000..a064cc54cc --- /dev/null +++ b/research/gauge44-ends7-t16/PROOF-NOTE-SW4.md @@ -0,0 +1,44 @@ +# PROOF-NOTE-SW4: read-set exchange on four entering-copy pairs + +Construction by BRoute (`construction/sw4/`, with the author's notes in `construction/sw4/NOTES.md`). Driver: +`construction/sw4/reproduce_sw4.py`. + +## The move +In P6k4 (`0390ec65…`; research/gauge44-promo-p6sw applied the same exchange to P6k3 `a38bb414…`), each of four entering packet copies h is written first as h = E_h + r: copy gate add(h, r, 1) +from a non-target face register r, with E_h being h's entering content. The pairs are (h, r) = +(461, 25), (581, 89), (591, 415), (603, 431). For each pair the read sets of h and r are exchanged in phase B: +- every post-copy target read add(t, h, c) becomes add(t, r, c), and t's entrance pre-read add(t, h, −c) (taken + while h = E_h) is deleted; +- every target read add(t, r, c) becomes add(t, h, c), with a pre-read add(t, h, −c) inserted after h's last existing + pre-read and before h's copy gate. + +Since h − r = E_h after the copy, each target's value is unchanged at the end of B. The builder checks this for every +register mod p (p = 2147483629). Moved and inserted gates take the plain join of their operands' current frames. +Every other B gate and every early-cleanup tail keeps span(old frame + current operand frames). Targets must stay +inside u_t^⊥, and tails and ends must contain the current frame. start_extra, helper_final, cleanup and the helper +numbering are unchanged. + +## Effect +Output `d232183f…`. Width 3778 is unchanged. The profile goes from {1:2572, 2:326, 3:430, 4:194, 5:56, 8:8} to +{1:2548, 2:342, 3:438, 4:186, 5:56, 8:8}, a delta of {1:−24, 2:+16, 3:+8, 4:−8}, the same as on P6k3. The four +exchanges are additive. The fourth promotion group (659, 661–663; gates B420–431) commutes exactly with the exchange: +there is no index or register overlap, and SW4Reviewer checked that applying the k3→k4 frame and start differences +to f35a852b gives d232183f. Ideal κ +3.271e-7 over P6k4. + +## Checks rerun on every rebuild +- `build_sw4.py` (standard library only): the input sha pin; the 16 explicit moves of `SW4-RECIPE-P6k4.json`; B-end + state exactness mod p; frame caps, tails and ends; the output sha, profile and W. It also runs 4 controls, all of + which must hold, each at the exact site pinned in the recipe's `rejection_expected` (all three keys N1, N2 and N3 are required): + - C0: the identity recipe reproduces the input B and early_cleanup byte for byte; + - N1: h2r without deleting the pre-read is rejected by exactness, with changed B-end rows exactly {168, 171}; + - N2: a partial exchange (one read only) is rejected by the frame cap, first at ('cap', B1192, register 169), 10 violations; + - N3: an inserted pre-read with the wrong sign is rejected by exactness, with changed rows exactly {129, 130, 169, 170}. +- The per-end layer-end controls (`../layers_p6n/layer_end_controls.py`, Q6Reviewer-signed): 95 rejected. +- PR635's native chain, with the canonical word, local programs and Clifford recipes pinned (`LOCAL-PINS-sw4-P6k4.json`). + The native transport audit re-checks every column and native frame of the exchanged word. + +## Scope of the search (BRoute) +The search was exhaustive within the single-pair family only. NP has 107 copy pairs, and 54 of them have movable +reads. Over those, every nonempty subset of one pair's movable reads gives 602 candidates: 564 are frame-illegal, and +the 38 legal ones are all full single-pair exchanges, of which exactly these 4 are positive. Cross-pair combinations +of partial moves were not enumerated. diff --git a/research/gauge44-ends7-t16/README.md b/research/gauge44-ends7-t16/README.md new file mode 100644 index 0000000000..e2685ebb6e --- /dev/null +++ b/research/gauge44-ends7-t16/README.md @@ -0,0 +1,338 @@ +# Rank-seven helper ends + sixteen replicas on the seven-slot k8 word: conditional κ = 0.001672691689152441 + +- **κ = 0.001672691689152441** (conservative 0.001672691686300935), T16. This exceeds the live #1094 draft claim + 0.001672660197076918 (head e1e6c072, checked 2026-10-14); publication must recheck the live board. + T8 κ of the new word with its frozen T8 owners is 0.00167112035308811 (`bind8`). +- **Frozen packing:** RankSevenEnds laneG_4; owner SHA-256 + `c4c82492eaea52ba28f73e8f65d71172447150e2ad4ff37aaec4a219a7751823`. + The historical material below is provenance, not the binding word/map/result. Only the two-stage ends7/T16 + replay below binds this package; using unchanged #1018 locals is incorrect. +- **Mechanism (credit: #1030, AlexS / Scale, `research/complex-rank7-end-pair`).** #1030 lets U8's helpers 588/589 + end in dimension seven instead of eight (end `U = span{256,128,96,17,9,5,3}`), changing eight B frames and two + early-cleanup frames. On the seven-slot k8 word (`c2b29430…`, R = 480) those helpers are **574/575**; the + recipe `construction/ends7/RECIPE-ENDS7-k8.json` is the same twelve annotations (B 994, 995, 1026, 1027, 1106, 1107, + 1138, 1139; tails 93/94; both ends), output word `f64e0942…`. Local profile Δ `{1:-6,2:+14,3:-8}` (rank mass −2), + widths `{7:30,8:122}` → `{7:32,8:120}`. The freed width is re-packed by an exact pattern-flow LNS on the T16 geometry + (`data/OWNERS.json.gz`, frozen). Search over every helper: see `construction/ends7/README.md`. +- **Checks in the ends7 layer:** literal recipe (old values checked, codimension-one lowerings, output pinned); three + negative controls (end restored to eight, wrong frame, cone violation), each rejected by both audit_local and the + native hpe auditor; native locals pinned; audit_local; PR1049's leaver-premise check on the new word; strict T8. + +## Verification (two commands) + +```sh +# 1. ends7 layer on a completed #1018 slot replay (verify_slots.py or FastPhases' verify_slots_fast.py --work dir); +# writes the new word's locals to /tmp/ends7/local and runs strict T8 on data/T8 +python -B research/gauge44-ends7-t16/construction/ends7/verify_ends7.py \ + --main . --pr635 /tmp/gauge44-pr635 --baseline /tmp/slots --work /tmp/ends7 +# 2. T16 on those locals +python -B research/gauge44-ends7-t16/verify_t16.py --main . --local /tmp/ends7/local --work /tmp/ends7-t16 +``` + +Everything below is the gauge44-slots-t16 README (its κ/owner lines refer to that package). + +# Sixteen replicas on the seven-slot k8 word (#1018): conditional κ = 0.001672651218919025 + +This package runs the two-bank T16 whole-owner controller on [research/gauge44-slots](../gauge44-slots) (#1018). +The local word (`c2b29430…`), its 480 helper widths and the PR589 bit supplier are unchanged. The only new +object is a 16-replica owner map. + +- **κ = 0.001672651218919025** (conservative 0.001672651216067113). That is +9.86×10⁻⁷ over #1018's T8 + κ 0.00167166528321877. The complex side binds. +- **Change:** T16 on #1018. `data/OWNERS.json.gz` (`2e1252f4…`, 69,120 whole-helper roles, 144 calls) is an exact + pattern-flow LNS repack (integer pattern counts + König edge colouring) on the actual T16 window geometry. It is + frozen data. The verifier runs no constructor and no optimizer: `t16/lift16.py` checks every role inside its + owner's actual bridge-aware window, the controller audit re-derives the profile, and `t16/indep16.py` independently + rechecks windows, whole widths, charts, prefix and row. Idle profile `{1:2190, 2:3, 3:315, 6:1, 7:49, 8:1, 11:18, 48:4867}`. + Prefix 397 < 512; physical row coefficient 16469 < 20161. +- **Code:** `code/` is byte-identical to the signed research/gauge44-barch-t16 code (the #870 T16 adaptation of + #858's source edits). `t16/` holds #858's `build_parent.py` and the generic-R `lift16.py`/`indep16.py` (R taken from the + word; the parent namespace stays at 504). The T8 package's `data/` moves to `data/T8/` and `data/SPEC-T8.json`; + the `bind8` stage replays #1018's T8 admission. +- **Controls:** 69 admission, 12 bit-supplier, 15 controller mutations and 6 independent T16 controls. +- **Credit:** the T16 two-bank controller, parent lift, actual-window reconstruction and independent checker are + Hao Yan's (@FanPUYen) [#858](https://github.com/CrocSwap/integer-mult-bounds/pull/858). The T16 code adaptation is + from #870. The word and T8 package are #1018's (rohanarun's #987 slots on the #1005 leaver word). + +## Verification + +```sh +# 1. #1018's own replay (research/gauge44-slots README): it writes the new word's locals to /tmp/slots/local +python -B research/gauge44-slots/construction/slots/verify_slots.py \ + --main . --pr635 /tmp/gauge44-pr635 --baseline /tmp/lvc --work /tmp/slots +# 2. this package (about 2 minutes) +python -B research/gauge44-slots-t16/verify_manifest.py +python -B research/gauge44-slots-t16/verify_t16.py --main . --local /tmp/slots/local --work /tmp/slots-t16 +# PASS_GAUGE44_T16_STRICT_GLOBAL_REPLAY 0.001672651218919025 +``` + +Step 1 must use research/gauge44-slots itself: this package's inherited `verify_global.py` is removed, and the T8 +admission runs inside `verify_t16.py` as `bind8`. Everything below is #1018's README, unchanged. + +--- + +# Seven triangle-hybrid slots on the k8 leaver word: conditional κ = 0.00167166528321877 + +This package adds one construction layer to [research/gauge44-leaver8](../gauge44-leaver8) (#1005): seven +additional triangle-hybrid B-delivery slots on #1005's final word `db2c7cfb…`. **Credit:** the slot search and +the first two slots (X = 444, 446) are **rohanarun's #987**; the other five (X = 236, 238, 434, 436, 439) were found by +running #987's search on the k8 word. The mechanism is NewBArch's #869 triangle-hybrid delivery. + +- **κ = 0.00167166528321877**. That is +2.78×10⁻⁷ over #1005 (0.001671387264390146). The complex side binds; the bit + supplier is PR589's, unchanged. +- **Construction:** #1005's reviewed `construction/barch/build_tri.py` and `run_controls.py`, both **unchanged**, + with the new recipe `construction/slots/RECIPE-SLOTS-k8.json`. The output word is `c2b29430…`, profile + `{1:2412, 2:418, 3:432, 4:142, 5:82, 8:8}`, and widths are unchanged. +- **Controls:** 34. These are C0 identity, the recipe, and the four mutants (`drop_restore`, `restore_full`, `drop_preread`, + `donation_after`) applied globally and to each of the seven slots. Every mutant is rejected and pinned in + `construction/slots/SLOT-PINS-k8.json`. +- **Frames:** the exact global frame optimiser (gopt2) finds no gain on the slot word, so there is no frame step. +- **Owners:** #1005's K8c8 owner map is rebound to the new word (widths and idle counts are unchanged). The admitted + data in `data/` passes the strict replay. + +## Verification (explicit reuse of a completed #1005 replay, as research/complex-t37-owners does for #799) + +```sh +# Completed #1005 chain (the README commands of research/gauge44-leaver8), or any completed run of it: +python -B research/gauge44-leaver8/construction/leaver/reproduce_leaver_chain.py \ + --main . --pr635 /tmp/gauge44-pr635 --leaver-dir /tmp/lv --hamming /tmp/notri-base/hamming --id k8 --out /tmp/lvc +# This package (about 3 minutes): +python -B research/gauge44-slots/verify_manifest.py +python -B research/gauge44-slots/construction/slots/verify_slots.py \ + --main . --pr635 /tmp/gauge44-pr635 --baseline /tmp/lvc --work /tmp/slots +# PASS_SLOTS_ON_CHECKED_K8_BASELINE 0.00167166528321877 +``` + +`verify_slots.py` rechecks the baseline: its complete step receipt (every chain step exited 0), the final word against +#1005's frame-recipe pin, its canonical, program and Clifford locals against `CHAIN-PINS-k8`, and all five +layer-end control counts. It then rebuilds only the slot layer and its controls, the native locals of the new word, the +independent `audit_local`, and the strict global replay of this package's data. Everything below is #1005's README, +unchanged; this package differs from it only in `construction/slots/`, `data/`, this section, `RESULT.json` and `MANIFEST.json`. + +--- + +# Gauge44 without K-triangles, with earlier jp8 layers, the p6n ends, entrance promotions, a read-set exchange, #741's frames, a joint exchange, a triangle-hybrid B rewrite, no-helper mutable-leaver cells and PR589's bit supplier: conditional κ = 0.001671387264390146 + +Under the retained all-size compiler, common-label/mutable-source realization, whole-call hosting, precision/tape, exact-recovery, analytic-transfer and bit H1–H5 interfaces (as in #645), and the PR589 bit supplier, + +$$ +T(n)=O\!\left(n(\log n)^{1-\kappa}\right),\qquad +\kappa=\frac{1671387264390146}{10^{18}}=0.001671387264390146. +$$ + +**The construction is icekylinx's [#645](https://github.com/CrocSwap/integer-mult-bounds/pull/645) (`research/gauge44-global`).** This package builds the research/gauge44-barch construction (items 1–8) and then rebuilds its word around **no-helper mutable-leaver cells** (item 9): +1. **No-triangle word (PartialK).** #645's gauge44 chain is run with **none** of the four (p,−1) K-triangles, so there are R = 504 helpers. In the six K-blocks {0,1,2,11,12,13}, the completion priority is extended by the 6-row list `construction/notri/PRIO6.json`. Every block then pairs at rank 4, giving **56** rank-four cold ends instead of 44. `construction/notri/reproduce_notri.py` rebuilds this word from a #645 `reproduce.py --until word` output. It uses PartialK's generalisations of #645's and PR635's constructors (`cgx.py`, `port_stage_x.py`, `cold44x.py`; each differs from its original only in the documented parameters). It pins: + - the pairing ranks [4]*14, inside `cold44x.py` and again in the driver; + - the word (`3e99ba77…`); + - the canonical word, the local programs and the Clifford recipes. + `--control-g44` instead rebuilds #645's own gauge44 word (`78c7aada…`) with the same scripts. +2. **Layers on the no-triangle word (G44Stack).** `construction/layers_np/reproduce_np.py` applies to the no-triangle regroup word (`864ff4a1…`): + - research/gauge44-layered's six pivot swaps, mapped to the 504-helper numbering (`PIVOT-SWAP-NP.json`, swap word `beb3579f…`); + - the greedy HPE (46, `HPE-RECIPE-NP.json`); + - the exact cold44 (same 56 ends); + - the entering ends s4 (566/567/578/579 at U24) and x30 (608/610/543/555 at U30), plus BlockCombine's b6 and q4 dim-8 cold ends (`COLD-LAYERS-RECIPE-NP.json.gz`). p123 is negative on this base and dropped; j3 is dead. + The layered word is pinned (`a9de804f…`): profile `{1:2534, 2:346, 3:458, 4:178, 5:56, 8:8}`, width 3800. The signed research/gauge44-layered files `construction/layers/build_pivot_swap.py` and `construction/layers/layer_end_controls.py` are used unchanged, and the latter must reject exactly 59 controls. The global code is research/gauge44-layered's (spot-width rule): SPEC `width_spot_helpers` [270,282,294,306] and `pivot_swap` → `construction/layers_np/PIVOT-SWAP-NP.json`, giving spot widths [9,9,8,8]. +3. **p6n ends (NoTriReopen).** `construction/layers_p6n/reproduce_p6n.py` applies `COLD-LAYERS-RECIPE-P6N.json.gz` to the NP swapped HPE word with PR635's unchanged `build_cold_end.apply`. That is NP's cold-layer recipe plus six b-type dim-8 cold ends: [512,513], [311,510] and [522,327], which rebuild p123's lane as clean pairs. The result is the p6n word (`34b683fa…`): profile `{1:2540, 2:358, 3:446, 4:178, 5:56, 8:8}`, width 3794. The per-end layer-end controls (`construction/layers_p6n/layer_end_controls.py`, the variant Q6Reviewer signed for research/gauge44-pq6) must reject exactly 95 mutants. See `PROOF-NOTE-P6N.md`. +4. **Entrance promotions (BlockInvert).** `construction/promo/reproduce_promo.py --base p6n --k p6n-k4` applies the minimal recipe `PROMO-RECIPE-p6n-k4.json` to the p6n word with BlockInvert's deterministic constructor `build_promotion.py`. The recipe promotes the 16 entering helpers 627, 629–631, 635, 637–639, 651, 653–655, 659 and 661–663 (four E4 kernel groups) from E4 to E5, the time-reverse dual of end deepening. It re-chooses the frames of the gates affected. Only frame annotations and start frames move; the scalar program is unchanged. The promoted word is pinned (`0390ec65…`): profile `{1:2572, 2:326, 3:430, 4:194, 5:56, 8:8}`, widths `{4:80, 5:32, 7:54, 8:122, 9:216}`, width 3778. BlockInvert's `promo_controls.py` runs #645's independent `audit_local.py` on the honest word and must reject 11 recipe- and word-level mutants at pinned sites. The per-end layer-end controls (95) and the native chain then run with pins. The recipe is minimal: 48 entry-gate frame raises and no other frame re-choices. See `PROOF-NOTE-PROMO.md`. +5. **Read-set exchange (BRoute).** `construction/sw4/reproduce_sw4.py` runs BRoute's standard-library builder `build_sw4.py` with `SW4-RECIPE-P6k4.json`, 16 explicit moves, on the promoted word (`0390ec65…`). For the entering-copy pairs (h, r) = (461,25), (581,89), (591,415) and (603,431), the phase-B target read sets of h and its face register r are exchanged. The entrance pre-reads are deleted or inserted so that every register's value at the end of B is unchanged; the builder checks this mod p. Frames are repaired monotonically, and the width is unchanged. The SW4 word is pinned (`d232183f…`): profile `{1:2548, 2:342, 3:438, 4:186, 5:56, 8:8}`, width 3778. Four controls (C0 identity, N1 kept pre-read, N2 partial exchange, N3 wrong sign) must all hold, each at its exact rejection site pinned in the recipe. The per-end layer-end controls (95) and the native chain then run with pins. See `PROOF-NOTE-SW4.md` and `construction/sw4/NOTES.md`. +6. **#741's eight B frames (chafreaky).** `construction/frames/reproduce_frames.py` applies chafreaky's [#741](https://github.com/CrocSwap/integer-mult-bounds/pull/741) frame recipe, `FRAME-RECIPE-sw4.json`, byte-identical to #741's. Ported by CompetitorMine, it raises eight B-gate frames with the scalar program unchanged, giving #741's word `e7804702…`. It runs 3 pin controls, #741's 10 focused native controls, 95 layer-end controls and the native chain with pins. +7. **Joint exchange X4 (JointXF).** `construction/jx/reproduce_jx.py` runs JointXF's standard-library builder `build_jx.py` with `RECIPE-X4.json` on #741's word (step 6's output). It makes four disjoint instances of the read-set exchange, each over two target-sharing copy pairs: (448,472), (458,592), (470,604) and (482,614). The moved reads keep their stored frames, and #741's frames are included. All edits are explicit, and B-segment exactness is checked by Fraction replay. The final word is pinned (`1e1d99ba…`): profile `{1:2548, 2:338, 3:430, 4:194, 5:56, 8:8}`, width 3778. All seven pinned controls are rerun; C1 reproduces #741's word. See `PROOF-NOTE-FRAMES-X4.md`. +8. **Triangle-hybrid B rewrite (NewBArch).** `construction/barch/reproduce_barch.py` runs NewBArch's standard-library builder `build_tri.py` with `RECIPE-U8.json` on the X4 word (step 7's output). Eight disjoint slots receive a width-neutral B-delivery rewrite: an entering copy donates into a halves-copy so that one target read gets X+H, with holder restores and entrance pre-reads. The U8 word is pinned (`090fd574…`): profile `{1:2548, 2:338, 3:446, 4:162, 5:72, 8:8}`, width 3778. All 38 pinned controls are rerun (identity, the recipe word passing audit_local, and four audit_local-rejected mutants, globally and per slot). See `PROOF-NOTE-BARCH.md`. +9. **Leaver cells, re-stacked (LeaverSAT, LeaverSAT2).** `construction/leaver/reproduce_leaver.py --id k8` replaces the no-triangle word's construction with all eight all-K cells (01±, 23±, 45±, 67±). Each cell is LeaverSAT's 21-gate circuit, which uses the face-event leaver sources as mutable intermediates (R = 480, cell word `58e14a02…`). `construction/leaver/reproduce_leaver_chain.py --id k8` then re-applies items 2–8 with the signed builders unchanged and LeaverSAT's re-indexed recipes: swap, HPE, cold44, NP, p6n, 16 promotions, the re-indexed X4 exchange (the identity on this word) and 6 U8-style hybrids (`c836d892…`). It adds LeaverSAT2's exact global frame re-optimisation (`FRAME-RECIPE-LV-k8.json`), which gives the final word **`db2c7cfb…`**. Every intermediate word, control count and native pin is pinned (`LEAVER-PINS-k8.json`, `CHAIN-PINS-k8.json`). The per-word layer-end controls are the Q6Reviewer-signed `layer_end_controls_leaver.py` v2 (95 each), on the p6n, promoted, jx and hybrid words (`LEC-REASON-PINS-STACK-k8.json`) and on the re-framed final word (`LEC-REASON-PINS-k8.json`); its declared not-applicable sites are sha-proven identities or unbuildable mutants, each replaced by a same-class substitute that must be rejected. Items 5 and 6 don't apply on this word: the sw4 copies are dropped, and none of #741's frames survive. Items 1–8 remain in the package as the construction record of research/gauge44-barch. See `PROOF-NOTE-LEAVER.md`. +10. **Owner map (chafreaky's [#685](https://github.com/CrocSwap/integer-mult-bounds/pull/685), adapted by G44Pack).** The map is G44Pack3's K8c8, from its pattern-flow LNS (`pflns`) on the R = 480 k8 word. Its lineage is the #685/#741 map (chafreaky) via G44Pack's relabel and rewidth, followed by G44Pack3's LNS. It was admitted with this package's own code (NEWWORD discovery, `freeze_spec.py`, strict) at κ 0.001671387264390146. Only PLAN and OWNERS change. These are search inputs only; no verifier reads them. +11. **Expected values.** `data/SPEC.json` is re-derived by #645's discovery → `code/freeze_spec.py` → strict chain. + +- **κ = 0.001671387264390146** (conservative 0.001671387261540186). That is +0.4298% over research/gauge44-leaver (k5 cells, κ 0.001664233607446043; same chain on five cells, FO_c1 map) and +0.5672% over [#942](https://github.com/CrocSwap/integer-mult-bounds/pull/942) (κ 0.001661960547713947) and +1.3279% over #645, +0.9174% over research/gauge44-notri-layered (0.001656193765416678) and +0.7701% over research/gauge44-promo (0.00165861362787227) and +0.7273% over research/gauge44-promo-p6 (0.001659319032684569) and +0.7075% over research/gauge44-promo-p6sw (0.001659645685315104) and +0.5869% over research/gauge44-frames-x (0.001661634653669567) and +0.5679% over research/gauge44-barch (0.001661948695165034) and +0.6131% over [#741](https://github.com/CrocSwap/integer-mult-bounds/pull/741) (chafreaky, κ 0.001661202643272239) and +0.6654% over [#685](https://github.com/CrocSwap/integer-mult-bounds/pull/685) (chafreaky, κ 0.001660339298410333). The complex side certifies 0.001674185476674086429846 and PR589's bit supplier gives 0.001733427039589844234749, so **the complex side binds**. Under PR543 the bit side would cap κ at 0.001651096360425895 (`PROOF-NOTE-BIT.md`). +- **Evidence.** This package's own code admitted G44Pack3's K8c8 map (NEWWORD discovery → `freeze_spec.py` → strict): `verify_global.py` passes (`PASS_GAUGE44_STRICT_GLOBAL_REPLAY`, κ 0.001671387264390146) against G44Pack3's k8 locals, with SPEC `width_spot_helpers` [258,270,282,294] and `pivot_swap` → `construction/leaver/PIVOT-SWAP-k8.json`. It equals G44Pack3's own strict κ for K8c8. `RESULT.json` is that replay's `REPLAY.json`, converted to LF. The locals rebuilt by `reproduce_leaver_chain.py --id k8` match G44Pack3's strict locals byte for byte in every file except CLIFFORD-REVIEW and SCALAR-FRAME-AUDIT. Those two differ only in their `seconds` field, and the comparison normalises only that field (canonical `d1bf3c6f…`, programs `683f8323…`/`2d184e4d…`, Clifford `e3bfdfa2…`, pinned in `CHAIN-PINS-k8.json`). For this package, `data/SPEC.json` and a fresh `verify_global.py` replay on locals rebuilt by the two drivers are the binding record. +- **Independent price.** `independent/GAUGE44-INDEPENDENT-PRICE.json` is regenerated on this package's `data/PLAN.json` with the ported `independent/price_profile.py`: `PASS_FROZEN_PROFILE_TWO_EXACT_ENGINE_AND_OUTER47_CROSSCHECK`, κ equal to the strict replay. +- **Independent local audit.** `evidence/layers/LOCAL-AUDIT-LAYERED.json` is #645's `independent/audit_local.py`, run with `--main` on the final leaver word (content `db2c7cfb…`): `PASS_INDEPENDENT_EXACT_FORWARD_AND_DUAL_ENDPOINT_FRAMES_ENTRANCES_CONES`, 192 entering helpers, 78 low ends, 48 cold ends, 704 checked columns. Rerunning it reproduces the receipt except `elapsed_seconds` and, across zlib versions, `compressed_sha256`. +- **Historical #645 files (PR543-based, 492 helpers).** These are #645's files, retained unchanged and **not** updated for this package: `LOCAL-VALIDATION.json`, `CONSTRUCTION.md`, `hosting/`, `evidence/` (except `evidence/layers/`), the rest of `independent/`, `construction/reproduce.py` and its inputs, and `code/prepare_global.py`. They describe #645's word, owner map, PR543 supplier and κ 0.001649483702558979. `code/prepare_global.py` is #645's one-shot owner-map preparer, hard-wired to #645's parent plan and R = 492. No verifier imports it. This package's PLAN/OWNERS are frozen search output, and the strict replay checks them. `construction/reproduce.py` is still used for its `--until word` shadow and hamming inputs; its 492-word output is then superseded by `construction/notri/`. `construction/layers/reproduce_layers.py` is research/gauge44-layered's driver for the 492-helper layered word, shipped unchanged as signed; it is not used here. +- **Construction and code files** by committed LF SHA-256: + - `construction/notri/reproduce_notri.py` 90148c2a0422b4f92164298a283de73d413ab3d4cb7151a0e6b643a37ea025a8 (no-triangle driver) + - `construction/notri/cgx.py` 3da039d4184097c14802f9dbf972520d5b807671196f5e47a2247bc9f29bb418 (PartialK's generalised construct_gauge_xcentre.py) + - `construction/notri/port_stage_x.py` 38310744d054e393ea35e996047cddeb2d212141aaaaa4b07f7a4663b11db8e7 (PartialK's generalised build_port_stage.py) + - `construction/notri/cold44x.py` f0bc3500efb2c839a0f8cb03dbb9ea0a54f1dfc71ef81e5373b3d638ac5b8296 (PartialK's generalised build_gauge_cold44.py plus the PAIRING_RANKS pin) + - `construction/notri/PRIO6.json` de0412511b0dd1af13e9717bc791126ac0e91c569b5391fd6c70268083045d15 (completion priority) + - `construction/layers_np/reproduce_np.py` 1a304144a250d00d14154692ba522365b036777cf2b6fac466095e8ba733c16c (NP layer driver) + - `construction/layers_np/PIVOT-SWAP-NP.json` d49b8d316da1cbdaf995dd0e8314d3c67cc9cd4d5902e9d85ccb907be645bef5 (layer input) + - `construction/layers_np/HPE-RECIPE-NP.json` 43900139f618bdc06b8319098fb8dccaf4fc315b43ef7c067ca2cd778cdba2c1 (layer input) + - `construction/layers_np/COLD-LAYERS-RECIPE-NP.json.gz` 3164cfb71baaeba4ac43427bc14075a225fc3a32ecd9341e58aa52c03a4ee2c0 (layer input) + - `construction/layers/build_pivot_swap.py` 8e8bced88be2e592ded40929499bac385ca92fcc1fa59183c22229dbf34093b8 (signed, unchanged) + - `construction/layers/layer_end_controls.py` 7829187bfc8f909948d5250e0ec00f02c89f5fe98306a3ed88daee36cb3c92ef (signed, unchanged) + - `construction/layers/reproduce_layers.py` 435699f6f79c6c7fb8d6cc5a8382576d6ac88747583a975ff671e45440b93c4e (signed, unchanged, unused here) + - `construction/promo/reproduce_promo.py` f979be666c3f5cf57e342a8427863c0b35b67ca4d3be495ac386f6870deb2026 (promotion driver) + - `construction/promo/build_promotion.py` 9c9e2001b8d68bbe934d136026276fe97bd9bf6f94d4d78441fc28e14aca4daf (BlockInvert's constructor) + - `construction/promo/promo_controls.py` 786c51f84b53698c2c833083506c4432c30eb0ed3b71e7dbe458a70c7413c372 (BlockInvert's controls) + - `construction/promo/make_recipe.py` ba9e4fdc0c1be7f6a150a5a50909911257a1a8c7cc5d03d61f541178fc07c122 (discovery-side recipe writer (search, not run)) + - `construction/promo/PROMO-RECIPE-p6n-k4.json` fa6065d142646f7ab1f268912ce0cf5a1a6cd33c3994ff96bd6e204cf16b3e90 (minimal recipe) + - `construction/promo/LOCAL-PINS-p6n-k4.json` a92bb02266596956bd53e9c86e8bbcc6639c92b4a4a248a1521f8eb79228271f (native pins) + - `construction/layers_p6n/reproduce_p6n.py` aa7d6bcbed05aa1c689437c07a26e5c95be3c700c0c1fb7bcf91c432a88436ca (p6n driver) + - `construction/layers_p6n/layer_end_controls.py` fc58c5699ba6191c1163a3041241f6f0b619626c4462cd99bcf88210bac9e81e (per-end controls (Q6Reviewer-signed variant)) + - `construction/layers_p6n/COLD-LAYERS-RECIPE-P6N.json.gz` 17e218a17e47c58fe2cde775ab2314d3d84030a61327b7f13da61cae3b374ad4 (p6n recipe) + - `construction/layers_p6n/P6N-SPEC.json` 132a59635077d6afe80f99964a6935fce1dc2ece6587d74209c6f9c60025c8f1 (p6n end spec) + - `construction/sw4/reproduce_sw4.py` 3d082e0cc576fb1b4fb9e5dd11d63bab697c8a8626e2837813cd00d100b1aeac (SW4 driver) + - `construction/sw4/build_sw4.py` 9a295f3d534594a6b1326d8a6647e947670d1c6fbc92f37f5169661fde4c8f66 (BRoute's builder (stdlib)) + - `construction/sw4/SW4-RECIPE-P6k4.json` fa58d0ffc95d10b7453daefe4b34404a52895f94126ef973e92e92106cd615fa (16-move recipe with pinned rejection sites) + - `construction/sw4/LOCAL-PINS-sw4-P6k4.json` 3c06bf68b28ff125a6a2372bb70cefd76fb9fe1333438cd34dfb5b617cd70327 (native pins) + - `construction/frames/reproduce_frames.py` dc39ada9a2eb387310be181f3cea5dbd4b538632a888cd7372ece5e38a771832 (#741 frames driver) + - `construction/frames/build_frames.py` 200847a7e8b3125cbeea0765dad67650e0bf83d32b66d72ba4977e99b8ee8eeb (#741's builder (chafreaky; ported)) + - `construction/frames/frame_controls.py` 477de854ec9184a2c73d6ac3857a9d0cbd6bc04b71d10a105e7344434b492a77 (#741's controls (chafreaky; ported)) + - `construction/frames/FRAME-RECIPE-sw4.json` a2c7ca4d44671386d05974e2627645b42bbb7da7a35cefff6e9fa158b6ac8473 (#741's recipe, byte-identical) + - `construction/frames/LOCAL-PINS-frames-sw4.json` bc416b8f6443d59c715fb358c4d70fa27eae2d306388ffe0e2a303f60d929f7f (native pins) + - `construction/jx/reproduce_jx.py` 5c7afebb4eb7fcdeb7e971cfbc457cf071850e2da21c3c71295efdd453c2399c (X4 driver) + - `construction/jx/build_jx.py` 3cc7550b0c24bb54e245c6f7f16de489fd7844721fbb64aac628f38f43887916 (JointXF's builder (stdlib)) + - `construction/jx/RECIPE-X4.json` 9d42c6b38e8124f5ffe15da56c260a7fba7260626bf3c5f8cbd93aa4a71ceadd (explicit recipe with pinned controls) + - `construction/jx/LOCAL-PINS-jx-X4.json` 95c5114c8e937c2737a1b9f9da97303f2e5e129d39e6dfcc4010e99bfdb9c974 (native pins) + - `construction/barch/reproduce_barch.py` 19bc970aa6af25ab0e7fa96fb65c64dd0c5243976d8f2cb733cba839155482c1 (U8 driver) + - `construction/barch/build_tri.py` 0fba65b31c2fd71864c291358bb0ad8d5f7e1be07e21df23f0ae73d7b966002e (NewBArch's builder (stdlib)) + - `construction/barch/run_controls.py` 42639bf62bf57795e3ea615c1944c67efed00f28591333daeb3139bf63d04476 (NewBArch's controls (38 outcomes)) + - `construction/barch/RECIPE-U8.json` 292f0e9f82824c4111728cf4de929bf6e43320fbbdc77658aae9681906b0d652 (explicit recipe) + - `construction/barch/LOCAL-PINS-barch-U8.json` 2d16f99e1f71fd66378f5f767cf4cfa2a58264919a95074c7b31029f39a3c9f5 (control set and native pins) + - `construction/leaver/reproduce_leaver.py` 831bfdf2247b5d864b74c3b2b6a475718053d48570851d48bd1c5471d410ee30 (cell driver) + - `construction/leaver/cgx_leaver.py` 3af491c63dd96204a7c36006c7e419c2e5ce77e5bc453ccd2495c1e41f83f87c (cell constructor) + - `construction/leaver/reproduce_leaver_chain.py` 2bc3fc3f32e0f957a0731b79254c553ca48fc6d4d47c4f99d6cd31e1901d85b5 (chain driver) + - `construction/leaver/layer_end_controls_leaver.py` 4ba676f1ea326b739a64c3477f64eeb295f8151514f78fa7e62b71e4373a6206 (per-word reason re-pins and declared not-applicable sites, v2 (Q6Reviewer-signed)) + - `construction/leaver/build_frames_lv.py` 2eb80d612aa59a7bd8b04a122045e3bd2b83a21954e3164943cd20cf6050a21b (LeaverSAT2's frame builder) + The global code is research/gauge44-layered's, unchanged: assemble 4c270a99, assembly_controls e4c0f782, audit_allcold a87d7f48, bind 1d39bcc7, witness 779c5172. The bit-supplier code is research/gauge44-bit589's, unchanged: verify_global 16bd5e54, bit_supplier_controls e6d33fb6, price_profile d2f548ad. +- **Line endings.** These files had CRLF in the admitted trees and are committed as LF only (`crlf.replace(b'\r\n', b'\n') == lf`, no lone `\r`): + - `construction/jx/build_jx.py`: CRLF 775c2ae60eec9abc…, committed (LF) 3cc7550b0c24bb54… + - `construction/jx/RECIPE-X4.json`: CRLF 228079b304358500…, committed (LF) 9d42c6b38e8124f5… + - `construction/barch/build_tri.py`: CRLF 2432372f148a4d34…, committed (LF) 0fba65b31c2fd718… + - `construction/barch/run_controls.py`: CRLF 18e1f5953403784f…, committed (LF) 42639bf62bf57795… + - `construction/barch/RECIPE-U8.json`: CRLF 3e97088ad641eb6e…, committed (LF) 292f0e9f82824c41… + - `data/SPEC.json`: CRLF b2515d29d54e5027…, committed (LF) 1208c7c3ae84c158… + - `RESULT.json`: CRLF 454c25d5b0cd7df7…, committed (LF) 72bf797ce995ff61… + - `independent/GAUGE44-INDEPENDENT-PRICE.json`: CRLF 0b8482888e64327f…, committed (LF) 6e222b252f345344… + - `evidence/layers/LOCAL-AUDIT-LAYERED.json`: CRLF 6b63fc2bbea96cb5…, committed (LF) a596d7262374a023… + + +Clean-clone verification, from the repository root (Python 3.11+, assertions on; prepare the pinned #635 supplier as in the #645 section below): + +```sh +python -B research/gauge44-leaver8/verify_manifest.py +python -B research/gauge44-leaver8/construction/reproduce.py \ + --main . --pr635 /tmp/gauge44-pr635 --out /tmp/notri-base --until word +python -B research/gauge44-leaver8/construction/notri/reproduce_notri.py \ + --main . --pr635 /tmp/gauge44-pr635 --word-dir /tmp/notri-base --out /tmp/notri-word --word-only +python -B research/gauge44-leaver8/construction/layers_np/reproduce_np.py \ + --main . --pr635 /tmp/gauge44-pr635 --notri-dir /tmp/notri-word --hamming /tmp/notri-base/hamming --out /tmp/notri-np +python -B research/gauge44-leaver8/construction/layers_p6n/reproduce_p6n.py \ + --main . --pr635 /tmp/gauge44-pr635 --np-dir /tmp/notri-np --out /tmp/p6n +python -B research/gauge44-leaver8/construction/promo/reproduce_promo.py \ + --main . --pr635 /tmp/gauge44-pr635 --base p6n --base-dir /tmp/p6n --k p6n-k4 --out /tmp/promo +python -B research/gauge44-leaver8/construction/sw4/reproduce_sw4.py \ + --main . --pr635 /tmp/gauge44-pr635 --promo-dir /tmp/promo --recipe P6k4 --out /tmp/sw4 +python -B research/gauge44-leaver8/construction/frames/reproduce_frames.py \ + --main . --pr635 /tmp/gauge44-pr635 --sw4-dir /tmp/sw4 --out /tmp/frames +python -B research/gauge44-leaver8/construction/jx/reproduce_jx.py \ + --main . --pr635 /tmp/gauge44-pr635 --frames-dir /tmp/frames --out /tmp/x4 +python -B research/gauge44-leaver8/construction/leaver/reproduce_leaver.py \ + --main . --pr635 /tmp/gauge44-pr635 --word-dir /tmp/notri-base --id k8 --out /tmp/lv --word-only +python -B research/gauge44-leaver8/construction/leaver/reproduce_leaver_chain.py \ + --main . --pr635 /tmp/gauge44-pr635 --leaver-dir /tmp/lv --hamming /tmp/notri-base/hamming --id k8 --out /tmp/lvc +python -B research/gauge44-leaver8/independent/audit_local.py \ + --word /tmp/lvc/frames/FULL-WORD.json.gz --main . --output /tmp/lvc-audit.json +python -B research/gauge44-leaver8/verify_global.py \ + --main . --local /tmp/lvc/local --work /tmp/lvc-global +# kappa 0.001671387264390146 +``` + +Optional control: `reproduce_notri.py ... --control-g44 --out /tmp/notri-ctl` rebuilds #645's gauge44 word `78c7aada…`. + +## Predecessor: #645's README (unchanged below; paths read `research/gauge44-global`) + +### Gauge44: conditional κ = 0.001649483702558979 + +New contributions by **icekylinx**, with **OpenAI GPT-6 Astra** assistance. +Local review and packaging used OpenAI Codex. Original notices and Apache-2.0 licenses are retained. + +Under the retained all-size compiler, common-label/mutable-source realization, +whole-call hosting, precision/tape, exact-recovery, analytic-transfer and bit +H1–H5 interfaces, + +$$ +T(n)=O\!\left(n(\log n)^{1-\kappa_{645}}\right),\qquad +\kappa_{645}=\frac{1649483702558979}{10^{18}}=0.001649483702558979 +$$ + +(This is #645's own κ. **This package's κ is the one at the top of this README.**) + +The certified complex saving is `0.001652208994368411824947`. The unchanged +[#543](https://github.com/CrocSwap/integer-mult-bounds/pull/543) bit supplier gives +`0.001653826988146798944268`, so the complex side binds. The conservative complex +model separately certifies κ `0.001649483699681650`. + +### Construction + +This replaces the local supplier and all 72 owner assignments of pinned +[#635](https://github.com/CrocSwap/integer-mult-bounds/pull/635). Source/copy exchanges +at equal rank-one frames alter the factory's arbitrary-helper-input propagation. +An invertible completion of the retired rows and source-carried coordinate totals +then expose 44 rank-four cold endpoints. Exact input premixes, low-frame tails +and a recomputed full inverse realize them. + +| Per-invocation quantity | Complete #635 JP8 | Gauge44 | +| --- | ---: | ---: | +| Source / target ports | 112 / 112 | 112 / 112 | +| Helpers | 492 | 492 | +| Rank-four cold endpoints | 22 | 44 | +| Helper residual width | 3,894 | 3,794 | +| Paid local rank mass | 5,750 | 5,650 | + +The new paid local profile is `{1:2514, 2:404, 3:448, 4:160, 5:56, 8:8}`. +The explicit whole-family assignment covers 35,424 helper roles on 7,168 live +and 7,670 physical families. It retains the rank deficit 2,560 and charges every +idle remainder. Exact integer majorization certificates justify the owner +updates; the resulting map is a coordinate fixed point, with no claim of joint +optimality. + +The assembled κ is 0.809306% above #635. `data/FRONTIER.json` records Pro's dated +comparison snapshot; it is not a live ranking of community results. + +### Proof and evidence + +- `CONSTRUCTION.md`: exact cold-space calculation, dyadic realization and attribution. +- `hosting/PROOF.md`: capacity, exchange and majorization arguments. +- `independent/CENTRE-GUARD-REVIEW.md`: ordered center-frame interface and source carriers. +- `data/SPEC.json`, `evidence/ASSEMBLY.json`: strict component moments and outer parameters. +- `evidence/audit/`: actual controller, physical charts and finite invoice. +- `construction/INPUTS.json`, `data/UPSTREAM-PINS.json`: inherited input hashes. +- `MANIFEST.json`, `SOURCES.json`, `LOCAL-VALIDATION.json`: submitted bytes, provenance and local checks. + +Original Pro run receipts are retained as evidence; their raw logs remain in +the original archive outside the submission. Fresh replay writes new logs to +the selected output directory. + +### Incremental reproduction + +Use Python 3.11 or newer with assertions enabled. The required replay uses only +the standard library. The optional historical seed-discovery optimizer is not +part of admission. + +Prepare the pinned #635 supplier in a separate directory (the main dependencies +are already present in this repository): + +```sh +git fetch https://github.com/CrocSwap/integer-mult-bounds.git a6895a69f8ad98ab45777b03e9e6f48888c39f6f +mkdir -p /tmp/gauge44-pr635 +git archive FETCH_HEAD research/complex-571-cold14-st2 | tar -x -C /tmp/gauge44-pr635 +``` + +From the repository root, with fresh output directories: + +```sh +python -B research/gauge44-global/verify_manifest.py +python -B research/gauge44-global/construction/reproduce.py \ + --main . --pr635 /tmp/gauge44-pr635 \ + --out /tmp/gauge44-local --until phases +python -B research/gauge44-global/verify_global.py \ + --main . --local /tmp/gauge44-local/local --work /tmp/gauge44-global +``` + +The dedicated workflow also runs the independent literal-word audit, exact owner +reproduction, preserved-assertion comparison and independent pricing on Python +3.11 and 3.14. `hosting/README.md` and `independent/README.md` give those commands. +No ancestral full replay, optimizer search or PDF generation is required. + +The result remains a finite conditional witness. It does not establish an +unconditional multiplication theorem or a complete Lean formalization. diff --git a/research/gauge44-ends7-t16/RESULT.json b/research/gauge44-ends7-t16/RESULT.json new file mode 100644 index 0000000000..c9f26e2669 --- /dev/null +++ b/research/gauge44-ends7-t16/RESULT.json @@ -0,0 +1,114 @@ +{ + "status": "PASS_GAUGE44_T16_STRICT_GLOBAL_REPLAY", + "kappa": "1672691689152441/1000000000000000000", + "kappa_decimal": "0.001672691689152441", + "conservative_kappa_decimal": "0.001672691686300935", + "complex_lower": "335098854900124282333/200000000000000000000000", + "bit_lower": "1733427039589844234749/1000000000000000000000000", + "complex_profile": { + "1": 348654, + "2": 62211, + "3": 61371, + "4": 20448, + "5": 11808, + "6": 1, + "7": 49, + "8": 1153, + "11": 18, + "48": 4867 + }, + "idle_remainder_profile": { + "1": 2190, + "2": 3, + "3": 315, + "6": 1, + "7": 49, + "8": 1, + "11": 18, + "48": 4867 + }, + "complete_invocations": 144, + "roles": 69120, + "prefix_bits": 397, + "charged_prefix_bits": 512, + "physical_row_coefficient": 16469, + "retained_row_coefficient": 20161, + "actual_73_axis_charts": 9857, + "controls": { + "admission": 69, + "bit_supplier": 12, + "independent_t16": 6, + "controller_mutations": 15 + }, + "t8_kappa": "167112035308811/100000000000000000", + "spec_sha256": "8f6658e867d073c608d32cc212d342d086b95dbb81bcd34f3ee3187cb1955fb8", + "stages": [ + { + "name": "restore-parent", + "seconds": 1.078, + "exit_code": 0, + "log_sha256": "3aea2a4b68e7aaeadd9ffef649be0d25e2dff1535d9a61bffeaf6d92e55ba6a8" + }, + { + "name": "bind8", + "seconds": 0.297, + "exit_code": 0, + "log_sha256": "78a081673d6b4fde10a86e6f767d53648b868d1f0cac2441d12951434ad7341b" + }, + { + "name": "lift16", + "seconds": 2.281, + "exit_code": 0, + "log_sha256": "a57bc25d53d5b618efda030a1e55870a6938238b320aa135f5c0586e9f25a8f8" + }, + { + "name": "bind", + "seconds": 0.344, + "exit_code": 0, + "log_sha256": "78a081673d6b4fde10a86e6f767d53648b868d1f0cac2441d12951434ad7341b" + }, + { + "name": "emit", + "seconds": 4.438, + "exit_code": 0, + "log_sha256": "c9776925c076634e57210df15dd23a2ea26d256c228640d08379704844c460f3" + }, + { + "name": "audit", + "seconds": 16.86, + "exit_code": 0, + "log_sha256": "4a20c7816e11e0b586441053c1c45fa90874b676defc2d2554d844ad591d09ef" + }, + { + "name": "invoice", + "seconds": 0.907, + "exit_code": 0, + "log_sha256": "caa1229b78eca961462d35e8ee458be536111111a985294a153e4dd74b9171a8" + }, + { + "name": "assembly", + "seconds": 0.312, + "exit_code": 0, + "log_sha256": "c1349bc0a0e9286889af0e8425d599704b75ca506efd513357bb8fe2f662e916" + }, + { + "name": "admission-controls", + "seconds": 0.391, + "exit_code": 0, + "log_sha256": "34527ddfe1e53bec71dc5759eb9a26417be6d4e93e76cbf80575d9bafebd876b" + }, + { + "name": "bit-supplier-controls", + "seconds": 0.562, + "exit_code": 0, + "log_sha256": "c648542cd6dddbb154af7d02a41aaed1025603d9a4ab54f7c249d2b683e22249" + }, + { + "name": "independent-t16", + "seconds": 0.688, + "exit_code": 0, + "log_sha256": "d2c13b333d463a5c2de42078e9c47a89209075e1d1beac24cf3fc1f573f18c05" + } + ], + "scope": "Conditional native exact-complex witness after complete conservative admission, moment and outer checks; PR559 exact-cover recurrence correction only, bit bad-residue surcharge and H1-H5 retained. The new source-branch gauge and retired-basis completion, the gauge44-barch U8 local word and all 72 cold helper ends, and explicit all144 whole-owner dispatch with a two-copy remainder trade are composed with the cited unchanged merged PR589 bit supplier (PR555 punctured R439 word; derived bit deficit T(2Kv-L*cst)), replacing the PR543 supplier of PR635; This is a new T16 composition of the accepted PR799 and PR589 suppliers. All-size compiler, common-label/mutable-source realization, whole-call hosting, precision/tape and analytic transfer remain assumptions. No unconditional theorem or full Lean certification." +} diff --git a/research/gauge44-ends7-t16/SOURCES.json b/research/gauge44-ends7-t16/SOURCES.json new file mode 100644 index 0000000000..0d69845db9 --- /dev/null +++ b/research/gauge44-ends7-t16/SOURCES.json @@ -0,0 +1,36 @@ +{ + "contributor": "icekylinx", + "research_assistance": "OpenAI GPT-6 Astra", + "local_review_and_packaging": "OpenAI Codex", + "original_archive": { + "filename": "integer_mult_round23_gauge44_delta.zip", + "sha256": "40a20a120f51cbed3c9ae4017603be74a9e9332ad4068bd914bf3e81bf8be6b4", + "manifest_sha256": "ffa23eb668ad558ebb5601470fc1997a9fb8cea0e188aa3c5d61318be9000603" + }, + "upstream_main": "17ce0c79b7b51c2634b439ea5a2b754f09909693", + "construction_parent": { + "pr": 635, + "commit": "a6895a69f8ad98ab45777b03e9e6f48888c39f6f" + }, + "bit_supplier_pr": 589, + "packaging_changes": [ + "Omit original run logs; retain their original receipts as historical evidence.", + "Use repository paths and dollar-delimited Markdown mathematics.", + "Add manifest verification, incremental CI and local validation record.", + "Trim trailing whitespace in four Python files; complete ASTs are unchanged. Refresh the corresponding constructor input hash.", + "research/gauge44-bit589: PR589 bit supplier (G44Stack port, Bit589Reviewer SOUND-WITH-FIXES), G44Pack dz1 owner map, re-derived SPEC, LF line endings, regenerated MANIFEST.", + "research/gauge44-leaver: research/gauge44-barch tree plus construction/leaver (k5 cells, chain, frames); G44Pack3 FO_c1 owner map, re-derived SPEC, regenerated independent price receipt, RESULT.json = strict REPLAY, LF, regenerated MANIFEST.", + "research/gauge44-leaver8: research/gauge44-leaver tree with the k8 cell set (all eight cells, R = 480) and its chain recipes (LeaverSAT/LeaverSAT2 pkg_k8), layer_end_controls_leaver v2 with declared not-applicable sites on all five stack words (replacing the final-word interim skip), CHAIN-PINS-k8; G44Pack3 K8c8 owner map, re-derived SPEC, regenerated independent price receipt and local audit, RESULT.json = strict REPLAY, LF, regenerated MANIFEST." + ], + "attribution": "Original notices and licenses retained. See NOTICE.md, UPSTREAM-NOTICE.md and CONSTRUCTION.md.", + "whitespace_only_python_files": [ + "code/audit_allcold.py", + "code/bind_providers_portable.py", + "construction/construct_gauge_xcentre.py", + "independent/audit_local.py" + ], + "historical_bit_supplier_pr": 543, + "bit_supplier_note": "This package cites PR589 (inputs/PR589-EXPECTED.json, git blob e293ddc5…). PR543 is the supplier of #645's retained historical evidence (LOCAL-VALIDATION.json, independent/ audit files, hosting/, evidence/). RESULT.json is this package's strict replay.", + "owner_map": "G44Pack/G44Pack3: The map is G44Pack3's K8c8, from its pattern-flow LNS (`pflns`) on the R = 480 k8 word. Its lineage is the #685/#741 map (chafreaky) via G44Pack's relabel and rewidth, followed by G44Pack3's LNS. It was admitted with this package's own code (NEWWORD discovery, `freeze_spec.py`, strict) at κ 0.001671387264390146.", + "construction_changes": "PartialK: no-triangle gauge44 word (R=504, PRIO6, ranks [4]*14); G44Stack: layers on it (pivot swaps, s4, x30, b6, q4); LeaverSAT: no-helper mutable-leaver cells and re-stacked recipes, LeaverSAT2: frame re-optimisation (construction/leaver); NewBArch: triangle-hybrid B rewrite U8 (construction/barch); chafreaky #741: eight B frames (construction/frames, ported by CompetitorMine) and the owner map; JointXF: joint exchange X4 (construction/jx); BRoute: read-set exchange SW4 (construction/sw4); NoTriReopen: p6n ends (construction/layers_p6n); BlockInvert: entrance promotions E4->E5 (construction/promo, minimal recipe p6n-k4); drivers construction/notri/reproduce_notri.py, construction/layers_np/reproduce_np.py, construction/promo/reproduce_promo.py" +} diff --git a/research/gauge44-ends7-t16/UPSTREAM-NOTICE.md b/research/gauge44-ends7-t16/UPSTREAM-NOTICE.md new file mode 100644 index 0000000000..ebc24a0168 --- /dev/null +++ b/research/gauge44-ends7-t16/UPSTREAM-NOTICE.md @@ -0,0 +1,34 @@ +# Attribution and scope + +Four verified provider types are offered to every call: PR571's prefix word with twelve multi-cut cold kernels (PR568's unchanged constructor), the same word with forty width-five entrance promotions (PR569's unchanged frame constructor) before those kernels, PR575's plain joint-prefix provider, and PR568's eight-cold provider. A window MILP with an exact per-pattern model chooses the dispatch and a literal owner map. PR583's six source-bound kernel frame coalescences (its unchanged constructor and negative controls) are applied to every PR571-prefix provider word (ck and atm3), followed by two further coalescences that each first move one addition past two commuting additions (package code/build_gate_moves.py, extending PR583's constructor); a final hyperplane_end step (package code/build_hpe.py) then runs 46 single-gate cleanups h -= p right after part B at the dim-8 join U of their registers, so 46 width-8 entering helpers per call end at U with width 7; each such gate commutes with every earlier cleanup gate on its registers (for 8 of them the partner's one earlier gate x -= p only reads p), and the reordered program is replayed exactly. A window MILP (exact windows, RINS around an LP vertex) gives the dispatch ck 45 / atm3 21 / jp8 6 and the literal owner map. + +Pinned external sources (unchanged; `verify.py` checks their manifests and every file it uses): +- PR568 (`research/complex-multicold`, commit `71c99ac935a33bb7b59a1b4a7af8725a939b0b90`). +- PR571 (`research/structural-gain`, commit `b7bdc5a8de18fcf418cfb9c7d83a2b1097a5e4a3`). +- PR569 (`research/larger-gain`, commit `897213a855b7fb8a1b8b0e552a2f5c42e6c1b326`). +- PR575 (`research/complex-joint-prefix`, commit `eac6f7e378ab622dac50a2fd4b7ef6eab014de44`). +- PR583 (`research/kernel-frame-coalescing`, commit `89be768f0157f5a3d8e4db69cf1748768605eac9`). + +Provider construction is described as typed steps in `data/SPEC.json` (`build`); `verify.py` runs only allowlisted step types with their paired omission audits and checks every input and output content hash. `code/` holds the spec-driven global admission scripts adapted from PR571's `frontier-composition/global-code/` (OpenAI Codex assisted, Apache-2.0): every expected value is read from `data/SPEC.json` and compared only after independent recomputation. `code/generated_identity.py` and `code/generated_identity_controls.py`, and the decompressed-content artifact identities in the bind, audit, invoice, assembly and phase-timing scripts, are taken unchanged from PR586 by chafreaky (`research/promoted-kernel-coalescing`, commit `4846fee5b06af770e9b3a10c36200f673d656725`, OpenAI Codex assisted, Apache-2.0), including its proof-content and reference/metadata mutation controls; the normalization of descriptive width metadata after frame changes follows the same PR. + +In PR601, the owner map was nominated by a HiGHS window MILP (adapted from PR569's `global/nominate_width7.py`) with lazy cross-time Hall cuts; this package's re-solved map is described below. Neither is an admission dependency. + +DreamingOfClouds with Claude Opus 5.5 (Anthropic), via Claude Code. (The PR601 package this one starts from states: "Prepared by Claude Code (Anthropic) research agents.") Apache-2.0 applies; LICENSE is included. All notices, licenses, source pins and AI disclosures of the pinned sources and their ancestry are retained in those packages and are not replaced by this notice. All inherited conditional assumptions remain conditional. + +**This package (complex-571-cold14, DreamingOfClouds).** It starts from PR601 (jeremykothe2, `research/complex-571-hpem46`, commit `529ab7dcb59d5ea7a5798e9e06cf5b3aee8a1550`). Everything above is kept unchanged except the following: +- every provider chain (ck, atm3, jp8) gains the typed step `cold_end` (`code/build_cold_end.py`, `code/cold_end_controls.py`; recipes `data/recipes/*-cold_end.json.gz`); +- the generalised native chain and the global admission scripts accept cold helpers that end below FULL (with `0:U` wrappers), a refactored exact cleanup, and check the wrapper order; +- `data/PLAN.json` / `data/OWNERS.json.gz` (dispatch and literal owner map) come from a relocate/swap/ejection-chain/provider-flip annealing search started from PR601's map, refined by an exact pattern-restricted owner model (CP-SAT) with a literal edge-colouring expansion (not an admission dependency); +- `data/SPEC.json` holds the expected values, recorded by a discovery run and then checked by a strict run. + +The cold-end construction (a row-plus-column cone condition for low-frame ends, a rank-0 dirt-spread premix and multi-gate lower-frame cleanup) builds on PR591 / PR592 / PR593 / PR601 (jeremykothe2) and our PR599 (Lean: multi-gate and cold hyperplane-end tails). DreamingOfClouds with Claude Opus 5.5 (Anthropic), via Claude Code. Build on this at your own risk. + +**This package (complex-571-cold14-b3, jeremykothe2).** It is PR604's `complex-571-cold14` (DreamingOfClouds) with ColdBeyond's second cold end per block (two new `cold_end` A-gate primitives, `PROOF-NOTE.md`), ColdSupply's E1 entering pair and reviewed controls, a free dispatch (jp8 ×60, atm3 ×12) and a literal owner map from an exact per-time-Hall window MIP. All other construction, code, controls and proofs are PR604's and earlier contributors', unchanged. + +**This package (complex-571-cold14-k492).** It is complex-571-cold14-b3 with these changes: +- **K-triangle base words.** The leaver-read K-triangle skeleton atom and its read schedule (`data/TRI-SCHEDULE.json`) are by AtomScout, a Claude Code research agent. `code/construct_k_triangle.py` is PR531's `code/construct_504.py` (icekylinx, OpenAI Codex / GPT assisted, Apache-2.0; pinned source `direct_delivery`) extended with that atom. +- **Ported chains.** The PR604/B3 chains are ported stage by stage onto the K-triangle words by `code/build_port_stage.py` (Port480, a Claude Code research agent). `code/build_frame_regroup.py` extends PR583's `build_frames.py` (chafreaky). +- **Helper count R.** The generalisation of the global scripts to the provider helper count R is by GlobalR (a Claude Code research agent), with AtomReviewer's fixes (PROOF-NOTE-R.md). +- **Owner map.** The owner map, the cold_end recipes on the K-triangle words and the package assembly are by Stack492, Port480 and ColdBeyond (Claude Code research agents). + +Build on this at your own risk. diff --git a/research/gauge44-ends7-t16/code/assemble.py b/research/gauge44-ends7-t16/code/assemble.py new file mode 100644 index 0000000000..581dd9cb29 --- /dev/null +++ b/research/gauge44-ends7-t16/code/assemble.py @@ -0,0 +1,241 @@ +"""Gauge44 complete global admission with the retained native exact-complex moment. + +Prepared with OpenAI Codex assistance. The rational engines and outer +constraints are retained from PR547/PR548 and their preserved ancestry. +The bit operator is the cited unchanged PR589 supplier (PR555's punctured +R439 word, v = 111, decoder constant 63, two A-section transports), shipped +as inputs/PR589-EXPECTED.json and pinned by git blob id. Its rank-mass +deficit is derived from the word's parameters, T(2Kv - L*cst) at nine +stages (PR545/PR555 rank-mass identity), not hard-coded. The complex owner +and invoice inputs must be freshly emitted by the packaged physical replay. +All conservative admission guards and conservative moment/outer witnesses run +before the PR559 native-complex correction. The bit surcharge is retained. +""" +from pathlib import Path +from fractions import Fraction as Q +from decimal import Decimal, localcontext +import argparse,json,hashlib,importlib.util,os,sys +from collections import Counter +assert __debug__, 'Assertions required' +P=Path(sys.argv[1] if __name__=='__main__' else os.environ['GAIN_PR564_SOURCE']).resolve() +read=lambda p:json.loads(p.read_text()) +sha=lambda p:hashlib.sha256(p.read_bytes()).hexdigest() +hash_ok=lambda x:isinstance(x,str) and len(x)==64 and all(t in '0123456789abcdef'for t in x) +digest=lambda x:hashlib.sha256(json.dumps(x,separators=(',',':')).encode()).hexdigest() +def load(n): + s=importlib.util.spec_from_file_location(n,P/'engines'/(n+'.py'));m=importlib.util.module_from_spec(s);s.loader.exec_module(m);return m +M,B,A=[load(n)for n in ('moment','base_two_moment','outer')] +def dec(x): + with localcontext()as ctx:ctx.prec=70;return str(Decimal(x.numerator)/Decimal(x.denominator)) +from witness import DISPATCH,CALL_ORDER,COUNTS,PIDS,X,DISCOVER,pin,SPOT,spot_widths +# Cited bit supplier: PR589's tune/EXPECTED.json (merged on main as research/e8-bit-p111-tuned/tune/EXPECTED.json). +BIT_PATH=Path(__file__).resolve().parents[1]/'inputs/PR589-EXPECTED.json' +BIT_BLOB='e293ddc557742637f9f679f083a1a282d87b1b13' +# Nine-stage bit template (PR463/PR510 chain, 32 replicas): L stages, T replicas, K=(L-1)//2 pairs, moment width M=1+7L. +BIT_L,BIT_T=9,32;BIT_K=(BIT_L-1)//2;BIT_M=1+7*BIT_L +def git_blob(data):return hashlib.sha1(b'blob '+str(len(data)).encode()+b'\0'+data).hexdigest() +def load_bit(data): + """The pinned supplier record: its full record (word parameters) and its nine-stage price.""" + assert git_blob(data)==BIT_BLOB,'bit supplier blob pin' + return json.loads(data) +def bit_deficit(word,live): + """Rank-mass deficit M*live - mass = T(2Kv - L*cst) of a v-port bit word with decoder constant cst (PR545/PR555). + cst is the sum of the retained totals' COPY ranks and live = 2KvT data wires; both are cross-checked here, and the + caller checks the result against the priced profile, so neither v nor cst is free.""" + v,cst,ranks=word['v'],word['decoder_constant'],word['copy_ranks'] + assert type(v)is int and type(cst)is int and all(type(r)is int and 00;return d + + +def assemble(owner,invoice,owner_sha,invoice_sha): + # These are admission receipts, not optional collections of successful rows. + # Require both orientations and every finite check before pricing anything. + assert owner['status']=='PASS_INDEPENDENT_ASYNC_OWNERS_AND_PROFILE' + assert invoice['status']=='PASS_INDEPENDENT_MIXED_ASYNC_SCALAR_PREFIX_AND_FINITE_INVOICE' + assert all(hash_ok(x)for x in (owner_sha,invoice_sha,owner['template_sha256'],owner['controller_audit_sha256'],invoice['parent_template_sha256'])) + checks={'local_primitive_bound','logical','router','literal','mass','precision','tape','row','halving'} + assert set(invoice['strict_checks'])==checks + assert all(invoice['strict_checks'][name] is True for name in checks) + assert set(invoice['providers'])==set(PIDS) + assert invoice['provider_counts']==COUNTS + assert owner['all_live_owners_per_call_distinct'] is True + # R (helpers per provider word) is read from the invoice and must be shared by every provider; n=2v+R. + R=invoice['helpers'];assert type(R) is int and R>0 and all(p['helpers']==R for p in invoice['providers'].values()) + assert owner['owners_per_call']==2*112+R and owner['actual_helper_owner_charts']==owner['hosted_residuals']==144*R==pin('expected.hosted_residuals',owner['hosted_residuals']) + pin('expected.rank_mass',owner['rank_mass']) + pin('expected.actual_73column_sigmas',owner['actual_73column_sigmas']);pin('expected.cross_replica_helper_roles',owner['cross_replica_helper_roles']) + pin('expected.idle_remainders',owner['explicit_idle_remainder_children']) + assert invoice['complete_invocation_sweeps']==invoice['bridge_sweeps']==144 + assert invoice['live']==owner['live'] and invoice['physical']==owner['physical'] + assert invoice['centres']==8 + assert invoice['physical_stock_identity']==dict(data_and_owner_families=14336,local_helpers=R,private_centres=8,coefficient_work=2) + assert sum(invoice['physical_stock_identity'].values())==invoice['physical'] + assert invoice['controller_audit_sha256']==owner['controller_audit_sha256'] + for pid,p in invoice['providers'].items(): + assert set(p['local'])=={'forward','backward'} + assert p['helpers']==R and p['centres']==8 and p['n']==2*112+R and p['v']==112 and p['h']==9 + K='providers.'+pid+'.';pin(K+'entering',p['entering_helpers']);pin(K+'entrance',p['entrance_rank']) + pin(K+'inventory',p['width_inventory']) + assert all(type(w) is int and 0=0 for n in idle.values()) + idle=+idle;assert sum(idle.values())==owner['explicit_idle_remainder_children'] + pin('expected.idle_remainder_profile',{str(r):n for r,n in sorted(idle.items())}) + paid.update(idle) + assert dict(paid)=={int(r):n for r,n in owner['paid_profile'].items()} + assert invoice['compiler']==64*74**3 + assert invoice['local_adapters']==max(p['local_adapters']for p in invoice['providers'].values()) + assert invoice['local_primitive_bound']==max(p['local_primitive_bound']for p in invoice['providers'].values()) + # Recount the retained dedicated-bank envelope independently. Its geometry + # stays fixed, while every local primitive and wrapper comes from the actual + # selected provider/orientation sums above. + parent_live,parent_physical,parent_idle=23408,23922,32256 + parent_banks,rem=divmod(parent_live-2*112*4*16,9);assert rem==0 and parent_physical==parent_live+504+8+2 # two independent bank groups, each with R0=504 helpers; restored private workspace is shared + assert owner['source_idle_children_charged']==parent_idle + bridges,shifts=2*112*144,4*112*16;moves=2*shifts + nonlocal_items=(4*112*16*9+2*112*16*9+2*144*R+parent_idle+9*parent_banks+bridges+shifts+moves+parent_live+parent_physical+invoice['wrapper_elementary_factors_charged']) + outside=8*nonlocal_items+64*73 + pervertex=(invoice['selected_real_component_primitives']+bridges+shifts+moves+parent_live+(144*invoice['local_adapters']+outside)*invoice['compiler']+64*parent_physical) + rebased=pervertex+65*(invoice['physical']-parent_physical)+(invoice['live']-parent_live) + assert invoice['unhosted_pervertex']==pervertex and invoice['hosted_rebased_pervertex']==rebased + used=max(pervertex,rebased) + prior=invoice['retained_prior_overcharge'] + if prior is not None: + assert hash_ok(prior['sha256']) and type(prior['previous_pervertex_allowance']) is int and prior['previous_pervertex_allowance']>0 + assert prior['added_complete_new_pervertex']==pervertex + assert prior['policy']=='Retain old allowance and add entire fresh mixed recount.' + used=max(used,prior['previous_pervertex_allowance']+pervertex) + assert invoice['conservative_pervertex_used']==used + finite=invoice['finite'] + assert 02*48*48) + assert actual_checks==invoice['strict_checks'] and all(actual_checks.values()) + bit_record=load_bit(BIT_PATH.read_bytes()) + bit=bit_record['nine'] + assert 'nine-stage' in bit['pipeline'] and '32 replicas' in bit['pipeline'] + c=Q(bit['bit_lower']) + bit_D=bit_deficit(bit_record['word'],bit['bit']['live']) + H={int(r):n for r,n in owner['paid_profile'].items()};pin('expected.global_profile',owner['paid_profile']) + # Claimed lower endpoints come from the spec; discovery derives them with the same certified moment engine. + # Either way they are verified below (accepted at b, rejected at b+1e-24). + if DISCOVER:b=Q(M.certify(H,73,owner['live'],False)['lower']);conservative_b=Q(M.certify(H,73,owner['live'],True)['lower']) + else:b=Q(X['complex_lower']);conservative_b=Q(X['conservative_complex_lower']) + assert owner['template_sha256']==invoice['template_sha256'] and owner_sha==invoice['owner_audit_sha256'] + pin('expected.live',owner['live']);pin('expected.physical',owner['physical']);assert owner['deficit']==5120 + assert owner['banked_residuals']==0 + def check_moment(side,h,m,W,lower,deficit,bad): + assert m*W-sum(r*n for r,n in h.items())==deficit and m*m>2*max(h)**2 + rows=[] + for z,accept in [(lower,True),(lower+Q(1,10**24),False)]: + l,u=M.moment(h,m,W,z,bad);ll,uu=B.moment(m,W,list(h.items()),z) + if bad: + fl,fu=B.moment(m,W,[(1,32*m*m*sum(h.values()))],z);ll+=fl/10**16;uu+=fu/10**16 + assert (u<1 and uu<1)if accept else(l>1 and ll>1) + rows.append(dict(side=side,surcharge=bad,endpoint=str(z),accept=accept,mercator=[str(l-1),str(u-1)],base_two=[str(ll-1),str(uu-1)])) + return rows + bitH={int(r):n for r,n in bit['profile'].items()} + assert BIT_M==64 and sum(r*n for r,n in bitH.items())==bit['bit']['rank_mass'] + bit_moments=check_moment('bit',bitH,BIT_M,bit['bit']['live'],c,bit_D,True) + conservative_moments=check_moment('conservative_complex',H,73,owner['live'],conservative_b,5120,True) + assert bit['bit']['two_level_coefficient_bits']0 + ceil=lambda x:-(-x.numerator//x.denominator);cut=max(ceil(36/gap**2),ceil(2*(4+512)/gap));assert cut*gap**2>=36 and cut*gap>=2*(4+512) + cuts.append(dict(exponent=str(a),gap=str(gap),cutoff_log2=str(cut)));chain.append(a) + q=chain[-1]*(1-2*eta);margin=(1-eta)*q/(1+q);ticks=margin*10**18;k=Q((ticks.numerator-1)//ticks.denominator,10**18) + bridge={'semantic':{'C0':{'base':2,'exponent':210000},'strict_literal_gap':1},'rows':{'degree_gap':Q(10**6)-Q(51*20161,25)}} + outer=A.assembly(chain[-1],bb,bridge,k,eta=eta,beta=beta);assert len(outer['strict_constraints'])==47 and all(v>0 for v in outer['strict_constraints'].values()) + controls=[] + for name,kk,ee,be in [('next_grid',k+Q(1,10**18),eta,beta),('zero_eta',k,Q(0),beta),('zero_beta',k,eta,Q(0)),('unit_beta',k,eta,Q(1))]: + try:A.assembly(chain[-1],bb,bridge,kk,eta=ee,beta=be) + except AssertionError:controls.append(name) + else:raise AssertionError(name) + return k,cuts,outer,controls + conservative_k,conservative_cuts,conservative_outer,conservative_controls=outer_witness(conservative_b) + pin('expected.conservative_kappa_decimal',dec(conservative_k)) + # Only after every conservative supplier/admission/outer check succeeds is + # the reviewed native exact-complex recurrence selected. Bit charge stays. + native_moments=check_moment('complex',H,73,owner['live'],b,5120,False) + k,cuts,outer,controls=outer_witness(b) + pin('expected.kappa_decimal',dec(k)) + assert M.moment(H,73,owner['live'],b,True)[0]>1 + assert M.moment(bitH,64,bit['bit']['live'],c+Q(1,10**24),False)[1]<1 + model_controls=['native_complex_endpoint_rejected_with_old_surcharge','omitting_bit_surcharge_would_fail_next_endpoint_rejection'] + moments=bit_moments+native_moments + input_hashes={'owner_audit':owner_sha,'fresh_invoice':invoice_sha,'package:inputs/PR589-EXPECTED.json':sha(BIT_PATH)} + input_hashes.update({'engines/'+name+'.py':sha(P/'engines'/(name+'.py'))for name in ('moment','base_two_moment','outer')}) + return dict(status='PASS_GAUGE44_NATIVE_EXACT_GLOBAL_ASSEMBLY',kappa=str(k),kappa_decimal=dec(k),complex_lower=str(b),complex_decimal=dec(b),bit_lower=str(c),bit_decimal=dec(c),binding='complex',gain_over_pr635_percent=dec(100*(k/Q(X['gain_baseline_kappa'])-1)),complex_profile=H,provider_counts=invoice['provider_counts'],surcharge_model={'complex':False,'bit':True},conservative_complex_lower=str(conservative_b),conservative_complex_decimal=dec(conservative_b),conservative_kappa=str(conservative_k),conservative_kappa_decimal=dec(conservative_k),conservative_moments=conservative_moments,conservative_bootstrap=conservative_cuts,conservative_outer={n:str(v)for n,v in conservative_outer['strict_constraints'].items()},conservative_controls=conservative_controls,model_controls=model_controls,native_correction_gain=dec(k-conservative_k),template_sha256=owner['template_sha256'],input_sha256=input_hashes,bit_supplier=dict(pr=589,repository='CrocSwap/integer-mult-bounds',commit='a5afc8c6169ea61ba7c51dfd3cade02cc7b13b46',merged_as='b3eb785ac5b4b1ca2beea0f80db078a505626a90',path='research/e8-bit-p111-tuned/tune/EXPECTED.json',git_blob_sha1=BIT_BLOB,word=dict(v=bit_record['word']['v'],decoder_constant=bit_record['word']['decoder_constant'],copy_ranks=bit_record['word']['copy_ranks']),derived_deficit=bit_D,deficit_formula='T(2Kv-L*cst), L=%d T=%d K=%d M=%d'%(BIT_L,BIT_T,BIT_K,BIT_M),replay_scope='Cited unchanged supplier; this assembly reprices its full profile and does not rebuild its bit circuit.'),moments=moments,bootstrap=cuts,outer={n:str(v)for n,v in outer['strict_constraints'].items()},controls=controls,scope='Conditional native exact-complex witness after complete conservative admission, moment and outer checks; PR559 exact-cover recurrence correction only, bit bad-residue surcharge and H1-H5 retained. The new source-branch gauge and retired-basis completion, the gauge44-barch U8 local word and all 72 cold helper ends, and explicit all144 whole-owner dispatch with a two-copy remainder trade are composed with the cited unchanged merged PR589 bit supplier (PR555 punctured R439 word; derived bit deficit T(2Kv-L*cst)), replacing the PR543 supplier of PR635; This is a new T16 composition of the accepted PR799 and PR589 suppliers. All-size compiler, common-label/mutable-source realization, whole-call hosting, precision/tape and analytic transfer remain assumptions. No unconditional theorem or full Lean certification.') +if __name__=='__main__': + import sys + package,C,out=map(Path,sys.argv[1:4]);assert package.resolve()==P and not out.exists() + owner_path=C/'audit/OWNERS-AND-PROFILE.json';invoice_path=C/'audit/PREFIX-AND-INVOICE.json' + owner,invoice=read(owner_path),read(invoice_path) + assert owner['template_sha256']==read(C/'hosted/HOSTED.json')['template_sha256'] + r=assemble(owner,invoice,sha(owner_path),sha(invoice_path));out.write_text(json.dumps(r,indent=2)+'\n');print(r['status'],r['kappa_decimal']) diff --git a/research/gauge44-ends7-t16/code/assembly_controls.py b/research/gauge44-ends7-t16/code/assembly_controls.py new file mode 100644 index 0000000000..096ba9cdfe --- /dev/null +++ b/research/gauge44-ends7-t16/code/assembly_controls.py @@ -0,0 +1,260 @@ +"""Independent admission controls for the N-provider native-complex assembly (per-provider controls). + +Prepared with OpenAI Codex assistance; Apache-2.0. Mutation receipts are +rebound to their new owner digest, so unrelated stale hashes cannot conceal +an incomplete width, provider, orientation, paid-profile or finite check. +The fresh physical replay remains a separate prerequisite. +""" +import argparse +import copy +import itertools +import math +import hashlib +import json +import os +from pathlib import Path +import sys as _s,pathlib as _p;_s.path.insert(0,str(_p.Path(__file__).resolve().parent)) +from witness import * + +assert __debug__, 'Assertions required' +P = Path(__file__).resolve().parent +sha = lambda p: hashlib.sha256(p.read_bytes()).hexdigest() +digest = lambda x: hashlib.sha256(json.dumps(x, sort_keys=True, separators=(',', ':')).encode()).hexdigest() + + +def verify(owner_path, invoice_path, source_package): + os.environ['GAIN_PR564_SOURCE'] = str(source_package.resolve()) + from assemble import assemble + owner = json.loads(owner_path.read_text()) + invoice = json.loads(invoice_path.read_text()) + baseline = assemble(owner, invoice, sha(owner_path), sha(invoice_path)) + + def empty_maps(o, i): + i['strict_checks'] = {} + i['providers'] = {} + + def understated_stock(o, i): + o['physical'] -= 1 + i['physical'] -= 1 + i['physical_stock_identity']['coefficient_work'] -= 1 + + def changed_profile(o, i): + o['paid_profile']['1'] += 2 + o['paid_profile']['2'] -= 1 + + def wrong_orientation(o, i): + c = next(c for c in i['selected_calls'] if c['stage'] == 0) + c['orientation'] = 'backward' + p = i['providers'][c['provider_id']] + z = p['local']['backward'] + c['program_sha256'] = p['program_hashes']['backward'] + for name in ('events', 'macros', 'real_component_primitives', + 'coefficient_work_primitive_count', 'pre_wrappers', 'post_wrappers'): + c[name] = z[name] + i['selected_real_component_primitives'] = sum(c['real_component_primitives'] for c in i['selected_calls']) + i['selected_coefficient_work_primitive_count'] = sum(c['coefficient_work_primitive_count'] for c in i['selected_calls']) + + def understated_prefix(o, i): + for p in i['providers'].values(): + for z in p['local'].values(): + z['prefix_bits'], z['prefix_l1'] = 1, '1' + i['global_prefix_bits'] = 1 + 37 + 144 + 144 + 4 + + def reordered_calls(o, i): + i['selected_calls'][0], i['selected_calls'][1] = i['selected_calls'][1], i['selected_calls'][0] + + def no_cold_wrappers(o, i): + for p in i['providers'].values(): + p['entering_helpers'] -= 4 + for z in p['local'].values():z['pre_wrappers'] = z['post_wrappers'] = p['entering_helpers'] + for c in i['selected_calls']: + c['entering_helpers'] = c['pre_wrappers'] = c['post_wrappers'] = i['providers'][c['provider_id']]['entering_helpers'] + i['wrapper_elementary_factors_charged'] = sum(2*c['pre_wrappers'] for c in i['selected_calls'])*i['factors_per_wrapper'] + + controls = [ + ('empty_certification_maps', empty_maps), + ('failed_invoice_status', lambda o, i: i.__setitem__('status', 'FAIL')), + ('nonboolean_precision_check', lambda o, i: i['strict_checks'].__setitem__('precision', 'true')), + ('wrong_owner_role_count', lambda o, i: o.__setitem__('actual_helper_owner_charts', o['actual_helper_owner_charts'] - 1)), + ('understated_physical_stock', understated_stock), + ('changed_profile_same_rank_mass', changed_profile), + ('insufficient_finite_C0', lambda o, i: i['finite'].__setitem__('required_C0_bits', 210001)), + ('missing_finite_check', lambda o, i: i['strict_checks'].pop('halving')), + ('wrong_reflected_orientation_selfconsistent_totals', wrong_orientation), + ('missing_selected_call', lambda o, i: i['selected_calls'].pop()), + ('wrong_selected_primitive_sum', lambda o, i: i.__setitem__('selected_real_component_primitives', i['selected_real_component_primitives'] - 1)), + ('wrong_selected_coefficient_work_sum', lambda o, i: i.__setitem__('selected_coefficient_work_primitive_count', i['selected_coefficient_work_primitive_count'] - 1)), + ('unpaid_wrapper_factors', lambda o, i: i.__setitem__('wrapper_elementary_factors_charged', i['wrapper_elementary_factors_charged'] - 144)), + ('wrong_global_compiler', lambda o, i: i.__setitem__('compiler', 1)), + ('wrong_global_adapter_maximum', lambda o, i: i.__setitem__('local_adapters', 1)), + ('understated_exact_prefix_and_global_sum', understated_prefix), + ('wrong_global_prefix_sum', lambda o, i: i.__setitem__('global_prefix_bits', 224)), + ('wrong_row_prefix_reserve', lambda o, i: i.__setitem__('row_prefix_extra', 0)), + ('wrong_parent_geometry_charge', lambda o, i: i.__setitem__('unhosted_pervertex', 1)), + ('wrong_rebased_geometry_charge', lambda o, i: i.__setitem__('hosted_rebased_pervertex', 1)), + ('wrong_complete_pervertex_envelope', lambda o, i: i.__setitem__('conservative_pervertex_used', 1)), + ('wrong_prior_added_complete_invoice', lambda o, i: i['retained_prior_overcharge'].__setitem__('added_complete_new_pervertex', 1)), + ('wrong_finite_router_bits', lambda o, i: i['finite'].__setitem__('router_bits', 1)), + ('wrong_finite_literal_bits', lambda o, i: i['finite'].__setitem__('literal_bits', 1)), + ('wrong_finite_physical_stock_bits', lambda o, i: i['finite'].__setitem__('physical_stock_bits', 1)), + ('wrong_finite_row_coefficient', lambda o, i: i['finite'].__setitem__('physical_row_coefficient', 1)), + ('reordered_complete_calls', reordered_calls), + ('understated_explicit_idle_remainders', lambda o, i: o.__setitem__('explicit_idle_remainder_children', o['explicit_idle_remainder_children']-1)), + ('understated_actual_chart_types', lambda o, i: o.__setitem__('actual_73column_sigmas', o['actual_73column_sigmas']-1)), + ('wrong_cross_replica_role_count', lambda o, i: o.__setitem__('cross_replica_helper_roles', o['cross_replica_helper_roles']-1)), + ('old_no_cold_wrapper_counts_selfconsistent', no_cold_wrappers), + ] + + def resync(i, c): + p = i['providers'][c['provider_id']] + c['program_sha256'] = p['program_hashes'][c['orientation']] + c['entering_helpers'], c['entrance_rank'] = p['entering_helpers'], p['entrance_rank'] + for name in ('events','macros','real_component_primitives','coefficient_work_primitive_count','pre_wrappers','post_wrappers'): + c[name] = p['local'][c['orientation']][name] + + # Every provider gets the full per-provider control set, substituting a partner provider where needed. + for P in PIDS: + Qp = partner(P) if len(PIDS)>1 else '__unregistered__' + widths = invoice['providers'][P]['widths'] + + def forged_program_hash(o, i, P=P): + i['providers'][P]['program_hashes']['forward'] = '0' * 64 + for c in i['selected_calls']: + if c['provider_id'] == P: + c['program_sha256'] = '0' * 64 + + def wrong_selected_call(o, i, P=P): + c = next(c for c in i['selected_calls'] if c['provider_id'] == P) + d = next(d for d in i['selected_calls'] if d is not c and (d['provider_id'] != P or len(PIDS)==1) and (d['stage'] - c['stage']) % 2 == 0) + c['stage'], d['stage'], c['replica'], d['replica'] = d['stage'], c['stage'], d['replica'], c['replica'] + + def stale_program(o, i, P=P, Qp=Qp): + p = i['providers'][P] + p['program_hashes'] = copy.deepcopy(i['providers'][Qp]['program_hashes']) + for c in i['selected_calls']: + if c['provider_id'] == P: + c['program_sha256'] = p['program_hashes'][c['orientation']] + + def stale_profile(o, i, P=P, Qp=Qp): + p = i['providers'][P] + p['paid_profile'] = copy.deepcopy(i['providers'][Qp]['paid_profile']) + p['children'] = sum(p['paid_profile'].values()) + + def moved(o, i, P=P): + a = next(c for c in i['selected_calls'] if c['provider_id'] == P) + b = next(c for c in i['selected_calls'] if c['provider_id'] != P and c['orientation'] == a['orientation']) + a['provider_id'], b['provider_id'] = b['provider_id'], a['provider_id'] + resync(i, a); resync(i, b) + + def compensating(o, i, P=P, Qp=Qp): + # Two dishonest profiles that cancel exactly in the dispatch-weighted aggregate. + g = math.gcd(COUNTS[P], COUNTS[Qp]); dp, dq = COUNTS[Qp] // g, COUNTS[P] // g + p, q = i['providers'][P], i['providers'][Qp] + p['paid_profile']['1'] += dp; q['paid_profile']['1'] -= dq + p['children'] += dp; q['children'] -= dq + + def forged_recipe(o, i, P=P): + name = 'CLIFFORD-RECIPES.json' + i['providers'][P]['artifacts'][name] = '0'*64 + o['source_artifacts']['providers/'+P+'/'+name] = '0'*64 + + def forged_phase(o, i, P=P): + i['providers'][P]['semantic_artifact_sha256']['CLIFFORD-REVIEW.json'] = '0'*64 + o['provider_phase_semantic_sha256'][P] = i['provider_phase_semantic_sha256'][P] = '0'*64 + + controls += [ + (P + ':missing_provider', lambda o, i, P=P: i['providers'].pop(P)), + (P + ':missing_backward_orientation', lambda o, i, P=P: i['providers'][P]['local'].pop('backward')), + (P + ':unpaid_scalar_primitive', lambda o, i, P=P: i['providers'][P]['local']['forward'].__setitem__('real_component_primitives', i['providers'][P]['local']['forward']['real_component_primitives'] - 1)), + (P + ':wrong_local_artifact_binding', lambda o, i, P=P: i['providers'][P]['artifacts'].__setitem__('LOCAL-PROGRAMS.json.gz', '0' * 64)), + (P + ':false_dirty_restoration', lambda o, i, P=P: i['providers'][P]['local']['backward'].__setitem__('all_dirty_helper_columns_restored', False)), + (P + ':wrong_declared_provider_count', lambda o, i, P=P: i['provider_counts'].__setitem__(P, i['provider_counts'][P] + 1)), + (P + ':wrong_local_compiler', lambda o, i, P=P: i['providers'][P].__setitem__('compiler', 1)), + (P + ':wrong_local_adapter_charge', lambda o, i, P=P: i['providers'][P].__setitem__('local_adapters', 1)), + (P + ':wrong_local_primitive_bound', lambda o, i, P=P: i['providers'][P].__setitem__('local_primitive_bound', 1)), + (P + ':forged_provider_and_call_program_hash', forged_program_hash), + (P + ':provider_at_wrong_call', wrong_selected_call), + (P + ':stale_partner_program_consistent_call_hashes', stale_program), + (P + ':stale_partner_profile_consistent_child_total', stale_profile), + (P + ':relocated_against_partner_same_counts', moved), + (P + ':compensating_false_profiles_with_' + Qp, compensating), + (P + ':synchronized_forged_source_recipe_hash', forged_recipe), + (P + ':synchronized_forged_phase_review_semantics', forged_phase), + ] + if len(PIDS)==1: + # Cross-provider substitutions require a second actual supplier. + # All single-provider program, phase, profile and dispatch bindings + # retain their direct mutations above and in the controller audit. + partner_only = {P+':stale_partner_program_consistent_call_hashes', + P+':stale_partner_profile_consistent_child_total', + P+':relocated_against_partner_same_counts', + P+':compensating_false_profiles_with_'+Qp} + controls = [(name, fn) for name, fn in controls if name not in partner_only] + # Width order and inventory: swap the first helper of every pair of distinct widths (same inventory), + # and shift one unit between them (same total). + first = {} + for h, w in enumerate(widths): + first.setdefault(w, h) + for wa, wb in itertools.combinations(sorted(first), 2): + def swap(o, i, P=P, a=first[wa], b=first[wb]): + w = i['providers'][P]['widths']; w[a], w[b] = w[b], w[a] + def shift(o, i, P=P, a=first[wa], b=first[wb]): + w = i['providers'][P]['widths']; w[a] += 1; w[b] -= 1 + controls.append((P + ':width_order_swap_%d_%d' % (wa, wb), swap)) + controls.append((P + ':width_inventory_shift_%d_%d' % (wa, wb), shift)) + for h in SPOT: + def cold_swap(o, i, P=P, h=h): + w = i['providers'][P]['widths']; j = w.index(9 if w[h] != 9 else 8); w[h], w[j] = w[j], w[h] # never the identity + controls.append((P + ':cold_helper_width_swap_%d' % h, cold_swap)) + rejected = [] + accepted = [] + for name, mutate in controls: + o, i = copy.deepcopy(owner), copy.deepcopy(invoice) + mutate(o, i) + oh = digest(o) + i['owner_audit_sha256'] = oh + try: + assemble(o, i, oh, digest(i)) + except (AssertionError, KeyError): + rejected.append(name) + else: + # Discovery has no pinned values to reject spec-only mutations; the strict run must reject every control. + if not DISCOVER: + raise AssertionError('Invalid admission receipt accepted: ' + name) + accepted.append(name) + try: + assemble(owner, invoice, '0' * 64, sha(invoice_path)) + except AssertionError: + rejected.append('wrong_owner_receipt_hash') + else: + raise AssertionError('Wrong owner digest accepted') + pin('expected.assembly_controls_rejected', len(rejected)) + assert baseline['controls'] == ['next_grid', 'zero_eta', 'zero_beta', 'unit_beta'] + assert baseline['conservative_controls'] == baseline['controls'] + assert baseline['surcharge_model'] == {'complex': False, 'bit': True} + assert len(baseline['model_controls']) == 2 + return dict( + status='PASS_EXACT_MIXED_048_ALLCOLD_NATIVE_ASSEMBLY_ADMISSION_NEGATIVE_CONTROLS', + valid_receipt_kappa=baseline['kappa'], + input_sha256=baseline['input_sha256'], + assembler_sha256=sha(Path(__file__).resolve().parent / 'assemble.py'), + rejected_controls=rejected, + discovery_accepted_controls=accepted, + exact_outer_controls=baseline['controls'], + conservative_outer_controls=baseline['conservative_controls'], + recurrence_model_controls=baseline['model_controls'], + scope='Complete receipt schema; ordered widths and both reflected providers; exact program, work and paid-profile binding; independently recounted compiler, conservative envelope and finite inequalities. Does not replace fresh physical replay.', + ) + + +if __name__ == '__main__': + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--source-package', type=Path, required=True) + ap.add_argument('--owner', type=Path, required=True) + ap.add_argument('--invoice', type=Path, required=True) + ap.add_argument('--out', type=Path, required=True) + a = ap.parse_args() + assert not a.out.exists() + result = verify(a.owner, a.invoice, a.source_package) + a.out.write_text(json.dumps(result, indent=2) + '\n') + print(result['status'], len(result['rejected_controls'])) diff --git a/research/gauge44-ends7-t16/code/audit_allcold.py b/research/gauge44-ends7-t16/code/audit_allcold.py new file mode 100644 index 0000000000..923bf7b675 --- /dev/null +++ b/research/gauge44-ends7-t16/code/audit_allcold.py @@ -0,0 +1,254 @@ +"""OpenAI Codex independent serialized ASYNCHRONOUS controller/spectator audit. +Imports no emitter, optimizer, expander, edge-coloring, or source hosting code. +CLI: BASE HOSTED REPORT [--mutation-controls] +Each provider is independently read from BASE/providers, never from a baseline width histogram. +OpenAI Codex two-provider width-seven extension; retains all inherited independent controller checks. +The exact 63 width-seven and 9 plain calls are frozen below. +""" +import sys,json,gzip,hashlib,copy +assert __debug__, 'Assertions must remain enabled' +from pathlib import Path +from collections import Counter,defaultdict +import sys as _s,pathlib as _p;_s.path.insert(0,str(_p.Path(__file__).resolve().parent)) +from witness import * +from generated_identity import artifact_identities +BASE,OUT,REPORT=map(lambda p:Path(p).resolve(),sys.argv[1:4]);read=lambda p:json.loads(gzip.decompress(p.read_bytes())if p.suffix=='.gz'else p.read_bytes()) +parent=read(BASE/'split-centres/GLOBAL-TEMPLATE.json.gz') +ph=read(BASE/'work/complex-nine-native/DATA-PHASES.json') +ct=read(OUT/'GLOBAL-TEMPLATE.json.gz');summary=read(OUT/'HOSTED.json') +sha=lambda p:hashlib.sha256(p.read_bytes()).hexdigest() +provider_ids=PIDS +providers={};registry={};phase_semantic_hashes={};artifact_semantic_hashes={} +required_artifacts={'work/complex-nine-native/DATA-PHASES.json'} +provider_files=('CANONICAL-WORD.json.gz','LOCAL-PROGRAMS.json.gz','LOCAL-CHECKS.json', + 'INDEPENDENT-LOCAL-REPLAY.json','RESIDUAL-ADAPTERS.json','CLIFFORD-RECIPES.json','CLIFFORD-REVIEW.json') +for pid in provider_ids: + p=BASE/'providers'/pid + c=read(p/'CANONICAL-WORD.json.gz');checks=read(p/'LOCAL-CHECKS.json') + programs=read(p/'LOCAL-PROGRAMS.json.gz');replay=read(p/'INDEPENDENT-LOCAL-REPLAY.json') + phase=read(p/'CLIFFORD-REVIEW.json');adapters=read(p/'RESIDUAL-ADAPTERS.json')['recipes'] + widths=[len(c['frames'][c['final'][2*c['v']+h]])-len(c['frames'][c['start'][2*c['v']+h]])for h in range(c['R'])] # HPE: residual width |final|-|start| + assert tuple(widths[h]for h in SPOT)==spot_widths();pin('providers.%s.inventory'%pid,{str(k):v for k,v in sorted(Counter(widths).items())}) + canonical_sha=sha(p/'CANONICAL-WORD.json.gz');programs_sha=sha(p/'LOCAL-PROGRAMS.json.gz') + assert replay['status']=='PASS_INDEPENDENT_LOCAL_SCALAR_FRAME_AND_WRAPPER_REPLAY' + assert replay['canonical_word_sha256']==canonical_sha and replay['local_programs_sha256']==programs_sha + assert replay['v']==c['v'] and replay['helpers']==c['R'] + assert set(programs)==set(checks)==set(replay['local'])==set(replay['paid_profiles'])=={'forward','backward'} + for orientation,events in programs.items(): + ck=checks[orientation];rr=replay['local'][orientation] + assert hashlib.sha256(json.dumps(events,sort_keys=True,separators=(',',':')).encode()).hexdigest()==ck['sha256'] + assert ck['events']==len(events) and ck['all_columns']==2*c['v']+c['R'] + assert ck['private_centers_cleared'] and ck['private_coefficient_stream_cleared_after_each_macro'] + assert rr['all_exact_columns']==2*c['v']+c['R'] and rr['private_work_erased'] + literal=Counter(e[-1]for e in events if e[0]in('climb','center')) + assert dict(literal)=={int(r):n for r,n in ck['paid_profile'].items()}=={int(r):n for r,n in c['local_profile'].items()} + assert ck['paid_profile']==replay['paid_profiles'][orientation] + assert phase['canonical_word_sha256']==canonical_sha and phase['recipe_sha256']==sha(p/'CLIFFORD-RECIPES.json') + assert phase['all_child_equalities_include_global_phase'] + artifact_semantic_hashes[pid]=artifact_identities(p) + pin('providers.%s.artifact_semantic_sha256'%pid,artifact_semantic_hashes[pid]) + phase_semantic_hashes[pid]=artifact_semantic_hashes[pid]['CLIFFORD-REVIEW.json'] + for h,w in enumerate(widths): + assert 0>i)&1==0);a=q^(1<>i&1 else 0)for i in order]+[1<2*max(paid)**2 + return dict(profile=dict(sorted(paid.items())),mass=mass,hosted=HOSTED,entering=entering,cross_replica=cross,sigma_digest=digest.hexdigest(),sigmas=sigmas,idle_remainders=len(wanted),busy_family_checks=len(roles),invocations=144) + +r=audit(ct);raw=gzip.decompress((OUT/'GLOBAL-TEMPLATE.json.gz').read_bytes());assert hashlib.sha256(raw).hexdigest()==summary['template_sha256'];assert r['profile']=={int(k):v for k,v in summary['global_profile'].items()};assert r['sigmas']==read(OUT/'ACTUAL-SIGMAS.json.gz');assert r['sigma_digest']==summary['sigma_stream_sha256'] +assert all(hashlib.sha256((BASE/name).read_bytes()).hexdigest()==value for name,value in summary['source_artifacts'].items()) +controls=[] +def reject(name,mut): + if '--mutation-controls' not in sys.argv[4:]:return + q=copy.deepcopy(ct);mut(q) + try:audit(q) + except(AssertionError,KeyError,IndexError,ValueError,TypeError):controls.append(name) + else:raise AssertionError('ACCEPTED '+name) +enter=lambda q:next(o for c in q['calls']for o in c['owners'][(2*V):]if o[1][0]==4) +reject('alias two whole owners',lambda q:q['calls'][0]['owners'].__setitem__((2*V+1),q['calls'][0]['owners'][(2*V)])) +reject('helper on active data family',lambda q:q['calls'][0]['owners'][(2*V)].__setitem__(0,q['calls'][0]['owners'][0][0])) +reject('owner in private namespace',lambda q:q['calls'][0]['owners'][(2*V)].__setitem__(0,DATA)) +reject('wrong residual width',lambda q:enter(q)[1].__setitem__(3,enter(q)[1][3]-1)) +reject('wrong spectator coordinate',lambda q:enter(q)[1][4].__setitem__(0,72)) +reject('omit idle remainder',lambda q:q['idle_children'].pop()) +reject('understate physical reserve',lambda q:q.__setitem__('physical',PHYSICAL-1)) +# Single-provider dispatch still has all source/program/width binding controls. +if len(provider_ids)==1: + P=provider_ids[0] + at_p=lambda q:next(c for c in q['calls']if c['provider_id']==P) + narrow=next(h for h in range(R)if providers[P]['widths'][h]<9) + reject(P+': wrong provider at its invocation',lambda q:at_p(q).__setitem__('provider_id','__unregistered__')) + reject(P+': stale per-call local program hash',lambda q:at_p(q).__setitem__('local_program_sha256','0'*64)) + reject(P+': stale serialized provider program',lambda q:q['local_providers'][P]['local_programs']['forward'].pop()) + reject(P+': unbound residual adapter hash',lambda q:q['local_providers'][P].__setitem__('residual_adapter_sha256','0'*64)) + reject(P+': wrong provider width registry',lambda q:q['local_providers'][P]['widths'].__setitem__(narrow,providers[P]['widths'][narrow]-1)) + reject(P+': wrong per-call residual width',lambda q:at_p(q)['owners'][2*V+narrow][1].__setitem__(3,at_p(q)['owners'][2*V+narrow][1][3]-1)) + reject(P+': wrong sweep provider',lambda q:next(e for e in q['execution_schedule']if e['kind']=='local_cover_sweep').__setitem__('provider_id','__unregistered__')) + reject(P+': entering helper width silently restored to nine',lambda q:q['local_providers'][P]['widths'].__setitem__(narrow,9)) +else: + # Per-provider substitution controls: every provider is swapped against a partner provider. + for P in provider_ids: + Qp=partner(P) + at_p=lambda q,P=P:next(c for c in q['calls']if c['provider_id']==P) + diff=[h for h in range(R)if providers[P]['widths'][h]!=providers[Qp]['widths'][h]] + narrow=next(h for h in range(R)if providers[P]['widths'][h]<9) + reject(P+': wrong provider at its invocation',lambda q,P=P,Qp=Qp,at_p=at_p:at_p(q).__setitem__('provider_id',Qp)) + reject(P+': stale per-call local program hash',lambda q,Qp=Qp,at_p=at_p:at_p(q).__setitem__('local_program_sha256',registry[Qp]['local_program_checks'][at_p(q)['orientation']]['sha256'])) + reject(P+': stale serialized provider program',lambda q,P=P,Qp=Qp:q['local_providers'][P].__setitem__('local_programs',registry[Qp]['local_programs'])) + reject(P+': unbound residual adapter hash',lambda q,P=P:q['local_providers'][P].__setitem__('residual_adapter_sha256','0'*64)) + if diff:reject(P+': partner width in provider width registry',lambda q,P=P,Qp=Qp,h=diff[0]:q['local_providers'][P]['widths'].__setitem__(h,providers[Qp]['widths'][h])) + reject(P+': wrong per-call residual width',lambda q,at_p=at_p,h=narrow:at_p(q)['owners'][2*V+h][1].__setitem__(3,at_p(q)['owners'][2*V+h][1][3]-1)) + reject(P+': wrong sweep provider',lambda q,P=P,Qp=Qp:next(e for e in q['execution_schedule']if e['kind']=='local_cover_sweep'and DISPATCH[e['stage'],e['replica']]==P).__setitem__('provider_id',Qp)) + reject(P+': entering helper width silently restored to nine',lambda q,P=P,h=narrow:q['local_providers'][P]['widths'].__setitem__(h,9)) + +report=dict(status='PASS_INDEPENDENT_ASYNC_WHOLE_OWNER_CONTROLLER_PHASES_AND_SPECTATORS',template_sha256=summary['template_sha256'],complex_template_sha256=summary['template_sha256'],complex_live=DATA,complex_profile=r['profile'],complex_hosted_residuals=HOSTED,physical=PHYSICAL,rank_mass=r['mass'],deficit=5120,entering_helper_roles=r['entering'],cross_replica_helper_roles=r['cross_replica'],one_owner_per_complete_invocation=True,helper_busy_family_window_checks=r['busy_family_checks'],complete_invocations=r['invocations'],actual_orthogonal_73column_maps=len(r['sigmas']),actual_sigma_stream_sha256=r['sigma_digest'],all_actual_residual_and_spectator_charts=True,idle_remainders=r['idle_remainders'],mutations_rejected=controls,mutation_controls_run='--mutation-controls' in sys.argv[4:],provider_phase_semantic_sha256=phase_semantic_hashes,provider_artifact_semantic_sha256=artifact_semantic_hashes,widths_by_provider={pid:dict(sorted(Counter(providers[pid]['widths']).items()))for pid in provider_ids},provider_counts=dict(Counter(c['provider_id']for c in ct['calls'])),all_provider_program_phase_and_wrapper_bindings=True,scope='Independent exact asynchronous chronology, per-replica phase projection, owner/chart/paid-profile audit. Uses per-invocation local providers bound by exact scalar, phase and residual-wrapper receipts; all-size compilation and complete coefficient invoice are separate inherited obligations.') +REPORT.parent.mkdir(parents=True,exist_ok=True) +REPORT.write_text(json.dumps(report,indent=2)+'\n');print(json.dumps(report,indent=2)) + +owners=dict(status='PASS_INDEPENDENT_ASYNC_OWNERS_AND_PROFILE',template_sha256=summary['template_sha256'],paid_profile=r['profile'],live=DATA,physical=PHYSICAL,rank_mass=r['mass'],deficit=5120,hosted_residuals=HOSTED,banked_residuals=0,all_live_owners_per_call_distinct=True,owners_per_call=N,actual_helper_owner_charts=HOSTED,actual_73column_sigmas=len(r['sigmas']),cross_replica_helper_roles=r['cross_replica'],explicit_idle_remainder_children=r['idle_remainders'],source_idle_children_charged=sum(x['replicas']for x in parent['idle_children']),source_artifacts=summary['source_artifacts'],provider_phase_semantic_sha256=phase_semantic_hashes,provider_artifact_semantic_sha256=artifact_semantic_hashes,controller_audit_sha256=hashlib.sha256(REPORT.read_bytes()).hexdigest()) +(REPORT.parent/'OWNERS-AND-PROFILE.json').write_text(json.dumps(owners,indent=2)+'\n') + +# Literal residual frames are a compact export of the already checked offsets, +# not another global replay. Every row names its actual inherited axes. +frames=[] +for z in ct['idle_children']: + axes=list(map(int,ph['recipes'][z['port']]['idle_children'][z['child']]['orthogonal_axes'])) + tail=axes[z['pending_offset']:] + assert len(tail)==z['rank'] + frames.append(dict(z,orthogonal_axes=tail)) +frame_raw=json.dumps(frames,sort_keys=True,separators=(',',':')).encode() +portable=bytearray(gzip.compress(frame_raw,mtime=0));portable[9]=255 +(OUT/'IDLE-REMAINDER-FRAMES.json.gz').write_bytes(bytes(portable)) +frame_receipt=dict(status='PASS_LITERAL_IDLE_REMAINDER_FRAMES',template_sha256=summary['template_sha256'], + uncompressed_frames_sha256=hashlib.sha256(frame_raw).hexdigest(),children=len(frames), + rank_profile=dict(sorted(Counter(z['rank']for z in frames).items())), + source_data_phase_sha256=hashlib.sha256((BASE/'work/complex-nine-native/DATA-PHASES.json').read_bytes()).hexdigest(), + scope='Actual orthogonal axes after the independently checked whole-owner prefix in each inherited pending child.') +(REPORT.parent/'IDLE-REMAINDER-FRAMES.json').write_text(json.dumps(frame_receipt,indent=2)+'\n') diff --git a/research/gauge44-ends7-t16/code/bind_providers_portable.py b/research/gauge44-ends7-t16/code/bind_providers_portable.py new file mode 100644 index 0000000000..97e28da17e --- /dev/null +++ b/research/gauge44-ends7-t16/code/bind_providers_portable.py @@ -0,0 +1,67 @@ +"""Bind freshly verified plain and width-seven four-cold providers to the frozen literal owner plan. +Prepared with OpenAI Codex assistance; Apache-2.0. All byte-stable native +files are pinned to the plan. Only validated phase-receipt timing/serialization +and directory fields are rebound; no dispatch, width or owner choice changes. +""" +import argparse,copy,gzip,hashlib,json,shutil +from collections import Counter +from pathlib import Path +import sys as _s,pathlib as _p;_s.path.insert(0,str(_p.Path(__file__).resolve().parent)) +from witness import * +from generated_identity import artifact_identities +assert __debug__, 'Assertions required' +ap=argparse.ArgumentParser(description=__doc__) +for name in ('baseline','plan','out'):ap.add_argument('--'+name,type=Path,required=True) +ap.add_argument('--provider',action='append',required=True,help='PID=DIR');a=ap.parse_args();assert not a.out.exists();a.out.mkdir(parents=True) +def read(p):return json.loads(gzip.decompress(p.read_bytes())if p.suffix=='.gz'else p.read_bytes()) +def sha(p):return hashlib.sha256(p.read_bytes()).hexdigest() +base=a.out/'base';shutil.copytree(a.baseline/'complex-global/base',base) +ap2=dict(x.split('=',1)for x in a.provider);dirs={k:Path(v)for k,v in ap2.items()};assert set(dirs)==set(PIDS) +for pid,src in dirs.items():shutil.copytree(src,base/'providers'/pid) +pin('data.plan_sha256',sha(a.plan)) +plan=read(a.plan);original=copy.deepcopy(plan);sources={};helpers=set() # R: helper count per provider word; all providers must agree +assert set(plan['provider_registry'])==set(dirs) +assert {(c['stage'],c['replica']):c['provider']for c in plan['provider_calls']}==DISPATCH,'PLAN dispatch differs from spec dispatch' +stable=('CANONICAL-WORD.json.gz','LOCAL-PROGRAMS.json.gz','LOCAL-CHECKS.json','INDEPENDENT-LOCAL-REPLAY.json','CLIFFORD-RECIPES.json','RESIDUAL-ADAPTERS.json') +for pid,desc in plan['provider_registry'].items(): + d=base/'providers'/pid + word,program,checks,native,phase=[read(d/name)for name in('CANONICAL-WORD.json.gz','LOCAL-PROGRAMS.json.gz','LOCAL-CHECKS.json','INDEPENDENT-LOCAL-REPLAY.json','CLIFFORD-REVIEW.json')] + assert (word['v'],word['h'],len(word['centers']))==(112,9,8) and type(word['R']) is int and word['R']>0;helpers.add(word['R']) + assert word['ports']==desc['ports'] and word['centers']==desc['centers'] + widths=[len(word['frames'][word['final'][r]])-len(word['frames'][word['start'][r]])for r in range(2*112,2*112+word['R'])] # HPE: residual width |final|-|start| + assert tuple(widths[h]for h in SPOT)==spot_widths() + assert widths==desc['widths'];pin('providers.%s.inventory'%pid,{str(k):v for k,v in sorted(Counter(widths).items())}) + assert native['status']=='PASS_INDEPENDENT_LOCAL_SCALAR_FRAME_AND_WRAPPER_REPLAY' + pin('providers.%s.native_negative_controls'%pid,len(native['negative_controls_rejected'])) + assert native['canonical_word_sha256']==sha(d/'CANONICAL-WORD.json.gz') and native['local_programs_sha256']==sha(d/'LOCAL-PROGRAMS.json.gz') + assert phase['status']=='PASS_NEW_WORD_EXACT_LOCAL_PHASE_RECIPES' + assert phase['canonical_word_sha256']==sha(d/'CANONICAL-WORD.json.gz') and phase['recipe_sha256']==sha(d/'CLIFFORD-RECIPES.json') + assert phase['all_child_equalities_include_global_phase'] is True and phase['endpoint_adapters']==224 + pin('providers.%s.phase_edges'%pid,phase['directed_edges']) + assert set(program)==set(checks)=={'forward','backward'} + expected={int(r):n for r,n in checks['forward']['paid_profile'].items()};pin('providers.%s.expected_profile'%pid,checks['forward']['paid_profile']) + for orientation,events in program.items(): + profile=Counter() + for e in events: + if e[0]=='climb':profile[e[5]]+=1 + elif e[0]=='center':profile[e[4]]+=1 + assert dict(profile)==expected=={int(r):n for r,n in checks[orientation]['paid_profile'].items()}=={int(r):n for r,n in native['paid_profiles'][orientation].items()} + assert hashlib.sha256(json.dumps(events,separators=(',',':')).encode()).hexdigest()==checks[orientation]['sha256'] + identities=artifact_identities(d) + pin('providers.%s.artifact_semantic_sha256'%pid,identities) + assert identities==desc['artifact_semantic_sha256'] + for name in ('LOCAL-CHECKS.json','CLIFFORD-RECIPES.json','RESIDUAL-ADAPTERS.json'): + assert sha(d/name)==desc['artifact_sha256'][name],(pid,name,'changed non-reference artifact') + for c in plan['provider_calls']: + if c['provider']==pid: + assert c['orientation']==('forward'if c['stage']%2==0 else'backward') + assert c['local_program_sha256']==checks[c['orientation']]['sha256'] + desc['directory']='providers/'+pid + desc['artifact_sha256']={name:sha(d/name)for name in desc['artifact_sha256']} + sources[pid]=dict(artifact_sha256=desc['artifact_sha256'],canonical_content_sha256=hashlib.sha256(json.dumps(word,sort_keys=True,separators=(',',':')).encode()).hexdigest(),all_phase_edges=phase['directed_edges']) +assert len(helpers)==1,'providers disagree on helper count R: %s'%sorted(helpers) +plan['runtime_source_plan_sha256']=sha(a.plan) +(a.out/'PLAN.json').write_text(json.dumps(plan,indent=2)+'\n') +receipt=dict(status='PASS_FROZEN_048_ALLCOLD_DISPATCH_FRESH_PROVIDER_BINDING',source_plan_sha256=sha(a.plan),runtime_plan_sha256=sha(a.out/'PLAN.json'),providers=sources,only_rebound_fields=['provider_registry.directory','provider_registry.artifact_sha256','runtime_source_plan_sha256']) +(a.out/'BINDING.json').write_text(json.dumps(receipt,indent=2)+'\n') +print(receipt['status']) diff --git a/research/gauge44-ends7-t16/code/bit_supplier_controls.py b/research/gauge44-ends7-t16/code/bit_supplier_controls.py new file mode 100644 index 0000000000..e86b8527b4 --- /dev/null +++ b/research/gauge44-ends7-t16/code/bit_supplier_controls.py @@ -0,0 +1,111 @@ +"""Negative controls for the cited PR589 bit supplier and its derived rank-mass deficit. + +Apache-2.0. Each control mutates one input of the changed bit-supplier sites in assemble.py (the pinned record, the +deficit derivation from the word's parameters, the profile/live binding, the claimed endpoint) and runs the unchanged +assemble() on the fresh owner/invoice receipts. Every control must be rejected; the unmutated run must pass. +`revert_hardcoded_9984` restores the PR543 constant the parent package hard-coded: with PR589's word it must fail. +""" +import argparse +import copy +import hashlib +import json +import os +import tempfile +from fractions import Fraction as Q +from pathlib import Path +import sys as _s,pathlib as _p;_s.path.insert(0,str(_p.Path(__file__).resolve().parent)) + +assert __debug__, 'Assertions required' +sha = lambda p: hashlib.sha256(p.read_bytes()).hexdigest() + + +def verify(owner_path, invoice_path, source_package): + os.environ['GAIN_PR564_SOURCE'] = str(source_package.resolve()) + import assemble as A + owner = json.loads(owner_path.read_text()) + invoice = json.loads(invoice_path.read_text()) + args = (owner, invoice, sha(owner_path), sha(invoice_path)) + baseline = A.assemble(*args) + data = A.BIT_PATH.read_bytes() + record = A.load_bit(data) + word = record['word'] + assert A.bit_deficit(word, record['nine']['bit']['live']) == 10272 == 32 * (8 * 111 - 9 * 63) + + real_load, real_deficit = A.load_bit, A.bit_deficit + + def with_record(mutate): + def load(d): + r = copy.deepcopy(real_load(d)); mutate(r); return r + return load + + def shift_profile(r): # one rank-1 child becomes rank 2: rank mass +1, totals unchanged + p = r['nine']['profile']; p['1'] -= 1; p['2'] += 1; r['nine']['bit']['rank_mass'] += 1 + + bumped = data.replace(record['nine']['bit_lower'].encode(), + str(Q(record['nine']['bit_lower']) + Q(1, 10**24)).encode(), 1) + assert bumped != data + pr543 = (source_package / 'inputs/PR543-EXPECTED.json').read_bytes() + controls = [ + # deficit site: the parent's hard-coded constant, restored + ('revert_hardcoded_9984', dict(bit_deficit=lambda w, live: 9984)), + # deficit site: each word parameter perturbed alone + ('ports_112', dict(load_bit=with_record(lambda r: r['word'].__setitem__('v', 112)))), + ('decoder_constant_64_copy_ranks_unchanged', dict(load_bit=with_record(lambda r: r['word'].__setitem__('decoder_constant', 64)))), + # v=111, cst=64 derives 32*(888-576)=9984: consistent word, wrong for the priced profile + ('decoder_constant_64_with_one_copy_rank_8', dict(load_bit=with_record(lambda r: (r['word'].__setitem__('decoder_constant', 64), r['word']['copy_ranks'].__setitem__(0, 8))))), + ('eight_retained_totals', dict(load_bit=with_record(lambda r: (r['word'].__setitem__('copy_ranks', [7] * 8), r['word'].__setitem__('decoder_constant', 56))))), + ('live_minus_one', dict(load_bit=with_record(lambda r: r['nine']['bit'].__setitem__('live', r['nine']['bit']['live'] - 1)))), + # profile binding: same totals, rank mass +1 + ('profile_rank_mass_plus_one', dict(load_bit=with_record(shift_profile))), + ('profile_rank_mass_receipt_mismatch', dict(load_bit=with_record(lambda r: r['nine']['bit'].__setitem__('rank_mass', r['nine']['bit']['rank_mass'] + 1)))), + # endpoint: the next 1e-24 grid point + ('bit_lower_next_grid', dict(load_bit=with_record(lambda r: r['nine'].__setitem__('bit_lower', str(Q(r['nine']['bit_lower']) + Q(1, 10**24)))))), + ('not_nine_stage_record', dict(load_bit=with_record(lambda r: r['nine'].__setitem__('pipeline', r['nine']['pipeline'].replace('nine-stage', 'eleven-stage'))))), + # pinned-input site: tampered bytes and the parent's PR543 file under the PR589 pin + ('tampered_bytes_next_grid', dict(read=bumped)), + ('pr543_file_under_pr589_pin', dict(read=pr543)), + ] + rejected = [] + scratch = Path(tempfile.mkdtemp(prefix='bitctl-')) + for name, patch in controls: + saved_path = A.BIT_PATH + try: + if 'read' in patch: + tmp = scratch / (name + '.json'); tmp.write_bytes(patch['read']); A.BIT_PATH = tmp + A.load_bit = patch.get('load_bit', real_load) + A.bit_deficit = patch.get('bit_deficit', real_deficit) + try: + A.assemble(*args) + except (AssertionError, KeyError): + rejected.append(name) + else: + raise AssertionError('Invalid bit supplier accepted: ' + name) + finally: + A.load_bit, A.bit_deficit, A.BIT_PATH = real_load, real_deficit, saved_path + if 'read' in patch: + tmp.unlink() + scratch.rmdir() + assert rejected == [n for n, _ in controls] + again = A.assemble(*args) + assert again['kappa'] == baseline['kappa'] and again['bit_lower'] == baseline['bit_lower'] + return dict( + status='PASS_PR589_BIT_SUPPLIER_DERIVED_DEFICIT_NEGATIVE_CONTROLS', + kappa=baseline['kappa_decimal'], bit_lower=baseline['bit_lower'], bit_decimal=baseline['bit_decimal'], + binding=baseline['binding'], bit_supplier=baseline['bit_supplier'], + derived_deficit=baseline['bit_supplier']['derived_deficit'], + rejected_controls=rejected, + assembler_sha256=sha(Path(__file__).resolve().parent / 'assemble.py'), + ) + + +if __name__ == '__main__': + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--source-package', type=Path, required=True) + ap.add_argument('--owner', type=Path, required=True) + ap.add_argument('--invoice', type=Path, required=True) + ap.add_argument('--out', type=Path, required=True) + a = ap.parse_args() + assert not a.out.exists() + result = verify(a.owner, a.invoice, a.source_package) + a.out.write_text(json.dumps(result, indent=2) + '\n', newline='\n') + print(result['status'], len(result['rejected_controls'])) diff --git a/research/gauge44-ends7-t16/code/emit_allcold.py b/research/gauge44-ends7-t16/code/emit_allcold.py new file mode 100644 index 0000000000..28a08a79da --- /dev/null +++ b/research/gauge44-ends7-t16/code/emit_allcold.py @@ -0,0 +1,150 @@ +"""Two-provider width-seven whole-owner derivative, adapted with OpenAI Codex assistance. +Based on PR514 and its credited PR484/507 lineage. +CLI: --base VERIFIED_VARIANT --owners ASYNC-OWNERS.json.gz --plan ASYNC-PLAN.json --out OUT +No optimizer or unpublished word builder runs. The frozen map explicitly names +one whole helper per family per complete invocation, plus borrowed spectators. +""" +import sys,json,gzip,hashlib,copy,argparse +from pathlib import Path +from collections import Counter,defaultdict +import sys as _s,pathlib as _p;_s.path.insert(0,str(_p.Path(__file__).resolve().parent)) +from witness import * +parser=argparse.ArgumentParser(description=__doc__) +parser.add_argument('--base',type=Path,required=True);parser.add_argument('--owners',type=Path,required=True);parser.add_argument('--plan',type=Path,required=True);parser.add_argument('--out',type=Path,required=True) +a=parser.parse_args();BASE,MAP,PLAN,OUT=(p.resolve()for p in(a.base,a.owners,a.plan,a.out));assert not OUT.exists();OUT.mkdir(parents=True) +class OH: + @staticmethod + def idle_basis(q): + z=next(i for i in range(9)if not(q>>i)&1);u=q^(1<>i&1 else 0)for i in order]+[1<0 and all(x['R']==R for x in registry.values()),'providers disagree on helper count R' + assert replay['status']=='PASS_INDEPENDENT_LOCAL_SCALAR_FRAME_AND_WRAPPER_REPLAY' + assert replay['canonical_word_sha256']==sha(directory/'CANONICAL-WORD.json.gz')and replay['local_programs_sha256']==sha(directory/'LOCAL-PROGRAMS.json.gz') + widths=[len(pc['frames'][pc['final'][2*V+h]])-len(pc['frames'][pc['start'][2*V+h]])for h in range(R)] # HPE: residual width |final|-|start| + assert widths==plan['provider_registry'][provider_id]['widths'] + for name in provider_files: + value=sha(directory/name);assert value==plan['provider_registry'][provider_id]['artifact_sha256'][name] + source_artifacts[f'providers/{provider_id}/{name}']=value + registry[provider_id]=dict(local_programs=programs,canonical_word_sha256=sha(directory/'CANONICAL-WORD.json.gz'),local_programs_sha256=sha(directory/'LOCAL-PROGRAMS.json.gz'),local_program_checks=checks,exact_local_clifford_recipe_sha256=sha(directory/'CLIFFORD-RECIPES.json'),residual_adapter_sha256=sha(directory/'RESIDUAL-ADAPTERS.json'),v=V,h=9,R=R,ports=pc['ports'],centers=pc['centers'],widths=widths) +assert len(roles)==144*R # one whole-owner role per (call, provider helper) +selected={(c['stage'],c['replica']):c for c in plan['provider_calls']} +assert len(selected)==144 and set(selected)==set(call_order) +assert Counter(c['provider']for c in selected.values())==COUNTS +per_call_widths={(c['stage'],c['replica']):c['widths']for c in plan['per_call_widths']} +for key,c in selected.items(): + assert c['time']==at[key] and c['provider']in registry + assert per_call_widths[key]==registry[c['provider']]['widths'] +for key in('local_programs','exact_local_clifford_recipe_sha256','residual_adapter_sha256'):t.pop(key) +t['local_providers']=registry +rank={z['child']:z['rank']for z in parent['idle_children']};side={};pairs={} +for e in parent['execution_schedule']: + if e['kind']=='idle_cover_sweep': + for sd,ch in enumerate(e['child_indices']):side[ch]=sd;pairs[ch]=e['pair'] +bycall=defaultdict(dict);used=defaultdict(set);sigmas={};digest=hashlib.sha256();entering=0 +for z in roles: + s,rep,h=z['stage'],z['replica'],z['helper'];i,cp,off,w,f=z['child'],z['copy'],z['offset'],z['width'],z['family'];orp,port=divmod(cp,V) + assert 0<=s<9 and 0<=rep=0 and off+w<=rank[i] + assert z['time']==at[s,rep] and z['time'] in plan['windows'][f'{orp},{i}'][1] + B=OH.idle_basis(canon['ports'][port]);pending=list(map(int,ph['recipes'][port]['idle_children'][i]['orthogonal_axes']));assert len(pending)==rank[i] + occ=[B.index(v)for v in pending[off:off+w]];sp=OH.spectators(canon['ports'][port],pending,off,w)if w<9 else[] + order=occ+sp+[j for j in range(M)if j not in occ and j not in sp];assert len(order)==len(set(order))==M + sigma=[B[j]for j in order];sigmahash=hashlib.sha256(json.dumps(sigma,separators=(',',':')).encode()).hexdigest();sigmas[sigmahash]=sigma + route=[4,i,off,w,sp]if w<9 else[3,i,off];bycall[s,rep][h]=[f,route];entering+=w<9 + cells=set(range(off,off+w));assert not used[i,orp,port]&cells;used[i,orp,port]|=cells + digest.update(json.dumps([s,rep,h,f,sigmahash],separators=(',',':')).encode()+b'\n') +for c in t['calls']: + k=(c['stage'],c['replica']);assert set(bycall[k])==set(range(R)) + c['owners']=c['owners'][:(2*V)]+[bycall[k][h]for h in range(R)];assert len({f for f,r in c['owners']})==2*V+R and all(f2*max(paid)**2 + +assert all(c['local_program_sha256']==registry[c['provider_id']]['local_program_checks'][c['orientation']]['sha256']for c in t['calls']) +t['provider_dispatch']='For each indivisible local_cover_sweep, execute local_providers[call.provider_id].local_programs[call.orientation] with that provider residual adapters and Clifford recipes. The sweep provider_id must equal its call provider_id.' +raw=json.dumps(t,sort_keys=True,separators=(',',':')).encode();(OUT/'GLOBAL-TEMPLATE.json.gz').write_bytes(gzip.compress(raw,mtime=0)) +res=dict(status='EMITTED_MIXED_PROVIDER_ASYNCHRONOUS_WHOLE_OWNER_COMPLEX_TEMPLATE', + template_sha256=hashlib.sha256(raw).hexdigest(), + parent_template_sha256=hashlib.sha256(gzip.decompress((BASE/'split-centres/GLOBAL-TEMPLATE.json.gz').read_bytes())).hexdigest(), + live=DATA,physical=physical,global_profile=dict(sorted(paid.items())), + rank_mass=sum(r*n for r,n in paid.items()),deficit=5120,maxchild=max(paid), + hosted_residuals=len(roles),banks_per_stage=[0]*9,entering_helper_roles=entering, + unique_actual_73column_sigmas=len(sigmas),sigma_stream_sha256=digest.hexdigest(), + cross_replica_helper_roles=sum(z['replica']!=z['owner_replica']for z in roles), + asynchronous_order_sha256=hashlib.sha256(json.dumps(call_order,separators=(',',':')).encode()).hexdigest(), + source_artifacts=source_artifacts,provider_counts=dict(Counter(c['provider_id']for c in t['calls'])), + scope='Two actual verified plain/width-seven providers dispatched per complete invocation; independent controller/spectator/normalization and complete finite invoice admission required.') +(OUT/'HOSTED.json').write_text(json.dumps(res,indent=2)+'\n');(OUT/'ACTUAL-SIGMAS.json.gz').write_bytes(gzip.compress(json.dumps(sigmas,separators=(',',':')).encode(),mtime=0));print(json.dumps(res,indent=2)) diff --git a/research/gauge44-ends7-t16/code/freeze_spec.py b/research/gauge44-ends7-t16/code/freeze_spec.py new file mode 100644 index 0000000000..4fe3b88915 --- /dev/null +++ b/research/gauge44-ends7-t16/code/freeze_spec.py @@ -0,0 +1,29 @@ +"""Freeze independently recomputed discovery values before strict replay.""" +import argparse +import json +from pathlib import Path + +ap = argparse.ArgumentParser(description=__doc__) +ap.add_argument('--spec', type=Path, required=True) +ap.add_argument('--discovery', type=Path, required=True) +a = ap.parse_args() +spec = json.loads(a.spec.read_text()) +for line in (a.discovery/'WITNESS-RECORD.jsonl').read_text().splitlines(): + key, value = json.loads(line) + parts = key.split('.') + if len(parts)>3 and parts[0]=='providers' and parts[2]=='artifacts': + parts = parts[:3] + ['.'.join(parts[3:])] + target = spec + for part in parts[:-1]: + target = target.setdefault(part, {}) + if parts[-1] in target: + assert target[parts[-1]]==value, 'Conflicting independent recomputations: '+key + target[parts[-1]] = value +assembly = json.loads((a.discovery/'ASSEMBLY.json').read_text()) +for key in ('complex_lower','conservative_complex_lower','kappa','kappa_decimal','conservative_kappa_decimal'): + spec['expected'][key] = assembly[key] +spec['expected']['assembly_controls_rejected'] = 69 +spec['expected']['provider_counts'] = {'gauge44':144} +spec['expected']['mutations_rejected'] = 15 +a.spec.write_text(json.dumps(spec, indent=2)+'\n') +print('Frozen exact witness for strict replay:', assembly['kappa_decimal']) diff --git a/research/gauge44-ends7-t16/code/generated_identity.py b/research/gauge44-ends7-t16/code/generated_identity.py new file mode 100644 index 0000000000..74a9b60479 --- /dev/null +++ b/research/gauge44-ends7-t16/code/generated_identity.py @@ -0,0 +1,62 @@ +"""Proof-relevant identities for generated artifacts, independent of gzip streams. + +Immutable source archives retain their exact byte hashes. For freshly emitted +artifacts, gzip identity is the exact decompressed payload and JSON identity +retains every field. Only CLIFFORD-REVIEW's root timing field is excluded. +Literal receipt references are checked against actual files before replacing +the three gzip references (and the phase recipe reference) with content hashes. +Prepared with OpenAI Codex assistance; Apache-2.0. +""" +from pathlib import Path +import copy +import gzip +import hashlib +import json +import math + +if not __debug__: + raise RuntimeError('Assertions must remain enabled') + +FILES=('CANONICAL-WORD.json.gz','LOCAL-PROGRAMS.json.gz','LOCAL-CHECKS.json', + 'INDEPENDENT-LOCAL-REPLAY.json','CLIFFORD-RECIPES.json', + 'CLIFFORD-REVIEW.json','RESIDUAL-ADAPTERS.json') + +def sha(path): + return hashlib.sha256(Path(path).read_bytes()).hexdigest() + +def json_identity(value): + return hashlib.sha256(json.dumps(value,sort_keys=True,separators=(',',':'),allow_nan=False).encode('utf-8')).hexdigest() + +def payload_identity(path): + return hashlib.sha256(gzip.decompress(Path(path).read_bytes())).hexdigest() + +def phase_value(directory,value=None): + directory=Path(directory) + value=copy.deepcopy(json.loads((directory/'CLIFFORD-REVIEW.json').read_bytes())if value is None else value) + assert value['canonical_word_sha256']==sha(directory/'CANONICAL-WORD.json.gz'),'stale phase canonical word reference' + assert value['recipe_sha256']==sha(directory/'CLIFFORD-RECIPES.json'),'stale phase recipe reference' + seconds=value.pop('seconds') + assert type(seconds)in(int,float) and math.isfinite(seconds) and seconds>=0,'invalid phase timing metadata' + value['canonical_word_sha256']=payload_identity(directory/'CANONICAL-WORD.json.gz') + value['recipe_sha256']=json_identity(json.loads((directory/'CLIFFORD-RECIPES.json').read_bytes())) + return value + +def native_value(directory,value=None): + directory=Path(directory) + value=copy.deepcopy(json.loads((directory/'INDEPENDENT-LOCAL-REPLAY.json').read_bytes())if value is None else value) + for field,name in [('canonical_word_sha256','CANONICAL-WORD.json.gz'),('local_programs_sha256','LOCAL-PROGRAMS.json.gz')]: + assert value[field]==sha(directory/name),'stale native artifact reference: '+field + value[field]=payload_identity(directory/name) + return value + +def artifact_identities(directory): + directory=Path(directory) + result={} + for name in FILES: + path=directory/name + if name.endswith('.gz'): + result[name]=payload_identity(path) + else: + value=phase_value(directory)if name=='CLIFFORD-REVIEW.json'else native_value(directory)if name=='INDEPENDENT-LOCAL-REPLAY.json'else json.loads(path.read_bytes()) + result[name]=json_identity(value) + return result diff --git a/research/gauge44-ends7-t16/code/invoice_allcold.py b/research/gauge44-ends7-t16/code/invoice_allcold.py new file mode 100644 index 0000000000..d1dd221291 --- /dev/null +++ b/research/gauge44-ends7-t16/code/invoice_allcold.py @@ -0,0 +1,329 @@ +"""Fresh call-specific mixed-provider finite invoice. + +Prepared with OpenAI Codex assistance, Apache-2.0. The scalar/Horner recount +and finite inequalities are adapted from the retained PR558 -> PR552 -> +PR531 invoice_final.py, whose notices and sources are preserved in the package. +Every call selects a hash-bound provider. Shared compiler reserves use maxima; +primitive work, coefficient work, local children and wrappers are also summed +from actual selected provider/orientation records. +""" +import argparse, gzip, hashlib, json +import sys as _s,pathlib as _p;_s.path.insert(0,str(_p.Path(__file__).resolve().parent)) +from witness import * +from generated_identity import artifact_identities +from collections import Counter +from fractions import Fraction as Q +from pathlib import Path +assert __debug__, 'Assertions required' + +def read(path): + data=path.read_bytes() + return json.loads(gzip.decompress(data) if path.suffix=='.gz' else data) +def filehash(path): return hashlib.sha256(path.read_bytes()).hexdigest() +def contenthash(path): + data=path.read_bytes() + return hashlib.sha256(gzip.decompress(data) if path.suffix=='.gz' else data).hexdigest() +def programhash(events): + return hashlib.sha256(json.dumps(events,separators=(',',':')).encode()).hexdigest() + +def recount_provider(local_dir, registry): + cp=local_dir/'CANONICAL-WORD.json.gz'; pp=local_dir/'LOCAL-PROGRAMS.json.gz' + rp=local_dir/'INDEPENDENT-LOCAL-REPLAY.json' + w,programs,replay=read(cp),read(pp),read(rp) + checks=read(local_dir/'LOCAL-CHECKS.json') + assert set(programs)=={'forward','backward'} + assert replay['status']=='PASS_INDEPENDENT_LOCAL_SCALAR_FRAME_AND_WRAPPER_REPLAY' + assert replay['canonical_word_sha256']==filehash(cp)==registry['canonical_word_sha256'] + assert replay['local_programs_sha256']==filehash(pp)==registry['local_programs_sha256'] + assert programs==registry['local_programs'] + assert checks==registry['local_program_checks'] + assert filehash(local_dir/'CLIFFORD-RECIPES.json')==registry['exact_local_clifford_recipe_sha256'] + assert filehash(local_dir/'RESIDUAL-ADAPTERS.json')==registry['residual_adapter_sha256'] + v,helpers,h,m=w['v'],w['R'],w['h'],73 + assert (v,h)==(112,9) and type(helpers) is int and helpers>0 + assert registry['v']==v and registry['R']==helpers and registry['h']==h + assert registry['ports']==w['ports'] and registry['centers']==w['centers'] + assert replay['v']==v and replay['helpers']==helpers + n=2*v+helpers + widths = [len(w['frames'][w['final'][r]])-len(w['frames'][w['start'][r]]) for r in range(2*v, 2*v+helpers)] # HPE: |final|-|start| + terminal_codim = sum(h-len(w['frames'][w['final'][r]]) for r in range(2*v, 2*v+helpers)) # HPE: 0 for FULL-ended helpers + ends = {r: f for r, f in enumerate(w['final']) if r >= 2*v and f != 1} + assert len(widths) == helpers + entrances = {r: f for r, f in enumerate(w['start']) if r >= 2*v and f != 0} + entering = len(entrances) + wrapped = {**entrances, **{r: 0 for r in ends if r not in entrances}} # COLD-HPE: cold hyperplane-ended helpers carry wrappers too + cold_ends = len(wrapped) - len(entrances) + assert entering == replay['entering_helpers'] + local = {} + for orientation, events in programs.items(): + # Endpoint equality and native frames were already independently + # replayed on all n columns in the hash-bound receipt above. + env = {('L', r): Q(1) for r in range(n)} + peak = Q(1) + real = macros = workops = 0 + paid = Counter() + wrappers = {'pre': set(), 'post': set()} + for event in events: + tag = event[0] + if tag == 'climb': + paid[event[5]] += 1 + elif tag == 'center': + paid[event[4]] += 1 + elif tag == 'residual_adapter': + _, kind, register, frame, *end = event + assert kind in wrappers and wrapped.get(register) == frame + assert end == ([ends[register]] if register in ends else []) # HPE: R_{E,U}^-1 and L_{E,U}^-1 name U + assert register not in wrappers[kind] + wrappers[kind].add(register) + elif tag == 'scalar': + macros += 1 + scalar = event[1] + op, target = scalar[0], tuple(scalar[1]) + if op == 'clear': + env[target] = Q(0) + count = 1 + elif op == 'copy': + env[target] = env[tuple(scalar[2])] + count = 1 + elif op == 'scale': + q = Q(scalar[2], scalar[3]) + numerator, denominator = abs(q.numerator), q.denominator + assert numerator and numerator & (numerator-1) == 0 + assert denominator & (denominator-1) == 0 + env[target] *= abs(q) + count = abs(numerator.bit_length()-denominator.bit_length()) + int(q < 0) + elif op == 'add': + source = tuple(scalar[2]) + q = Q(scalar[3], scalar[4]) + numerator, denominator = abs(q.numerator), q.denominator + assert source != target and numerator > 0 + assert denominator & (denominator-1) == 0 + acc, count = 0, 1 # clear coefficient work + for i, bit in enumerate(bin(numerator)[2:]): + if i: + acc *= 2 + count += 1 + peak = max(peak, acc*env[source]) + if bit == '1': + acc += 1 + count += 1 + peak = max(peak, acc*env[source]) + value = Q(acc) + for _ in range(denominator.bit_length()-1): + value /= 2 + count += 1 + peak = max(peak, value*env[source]) + assert value == abs(q) + count += 2 # signed accumulation and work clear + env[target] = env.get(target, Q(0)) + abs(q)*env[source] + workops += count + else: + raise AssertionError(op) + real += 2*count + peak = max(peak, env[target]) + else: + assert tag in ('adapter', 'phase') + assert wrappers['pre'] == wrappers['post'] == set(wrapped) + assert all(value == 0 for register, value in env.items() if register[0] == 'C') + prior = replay['local'][orientation] + assert prior['all_exact_columns'] == n and prior['private_work_erased'] + assert peak == Q(prior['prefix_l1_upper']) and peak < 2**prior['charged_payload_bits'] + bits = peak.numerator.bit_length()-peak.denominator.bit_length()+1 + assert bits == prior['prefix_bits_upper'] + assert real == checks[orientation]['real_component_primitive_bound'] + assert macros == checks[orientation]['scalar_macros'] + assert dict(paid) == {int(r): count for r, count in checks[orientation]['paid_profile'].items()} + assert dict(paid) == {int(r): count for r, count in replay['paid_profiles'][orientation].items()} + local[orientation] = dict( + events=len(events), macros=macros, real_component_primitives=real, + prefix_l1=str(peak), prefix_bits=bits, + coefficient_work_primitive_count=workops, all_exact_columns=n, + dirty_helper_columns=helpers, all_dirty_helper_columns_restored=True, + private_centres_and_coefficient_work_cleared=True, + pre_wrappers=len(wrappers['pre']), post_wrappers=len(wrappers['post']), + endpoint_evidence='Hash-bound fresh INDEPENDENT-LOCAL-REPLAY.json') + + centres = len(w['centers']) + children = sum(checks['forward']['paid_profile'].values()) + assert checks['forward']['paid_profile'] == checks['backward']['paid_profile'] + macro_bound = max(row['macros'] for row in local.values()) + compiler = 64*(m+1)**3 + adapters = 16*(macro_bound+children+n+centres)+64*m + primitive_bound = max(row['real_component_primitives'] for row in local.values())+adapters*compiler + + assert widths==registry['widths'] + artifacts={f.name:filehash(f) for f in local_dir.iterdir() if f.is_file()} + phase_review=read(local_dir/'CLIFFORD-REVIEW.json') + return dict(local=local,helpers=helpers,centres=centres,v=v,h=h,n=n, + entering_helpers=entering,entrance_rank=sum(len(w['frames'][f]) for f in w['start'][2*v:]), + terminal_codimension=terminal_codim, hyperplane_ended_helpers=len(ends), # HPE: always reported (0 for FULL-ended words) + **({'cold_hyperplane_ended_helpers': cold_ends} if cold_ends else {}), # COLD-HPE: absent without cold ends + width_inventory=dict(sorted(Counter(widths).items())),widths=widths, + local_adapters=adapters,local_primitive_bound=primitive_bound, + compiler=compiler,children=children,artifacts=artifacts, + paid_profile=checks['forward']['paid_profile'], + program_hashes={o:programhash(events) for o,events in programs.items()},semantic_artifact_sha256=artifact_identities(local_dir)) + + +def run(base, hosted, audit, out, retained_invoice=None): + local_dir=base/'split-centres' + parent=read(local_dir/'GLOBAL-TEMPLATE.json.gz') + template_path=hosted/'GLOBAL-TEMPLATE.json.gz' + template=read(template_path); summary=read(hosted/'HOSTED.json') + owners=read(audit/'OWNERS-AND-PROFILE.json'); control=read(audit/'ASYNC-AUDIT.json') + template_hash=contenthash(template_path) + assert template_hash==control['complex_template_sha256']==owners['template_sha256']==summary['template_sha256'] + assert owners['status']=='PASS_INDEPENDENT_ASYNC_OWNERS_AND_PROFILE' + assert template['recipe']==parent['recipe'] + assert 'local_programs' not in template + assert set(template['local_providers'])==set(PIDS) + providers={pid:recount_provider(base/'providers'/pid,registry) + for pid,registry in template['local_providers'].items()} + for pid,p in providers.items(): + assert owners['provider_phase_semantic_sha256'][pid]==control['provider_phase_semantic_sha256'][pid]==p['semantic_artifact_sha256']['CLIFFORD-REVIEW.json'] + # The fresh controller admission must cite precisely these provider bytes. + for name in ('CANONICAL-WORD.json.gz','LOCAL-PROGRAMS.json.gz','LOCAL-CHECKS.json', + 'INDEPENDENT-LOCAL-REPLAY.json','CLIFFORD-RECIPES.json', + 'CLIFFORD-REVIEW.json','RESIDUAL-ADAPTERS.json'): + path='providers/'+pid+'/'+name + assert summary['source_artifacts'][path]==p['artifacts'][name] + assert owners['source_artifacts'][path]==p['artifacts'][name] + # R is read from the provider words (all must agree); the parent dedicated-bank + # envelope keeps its own helper count R0 from the parent split-centres word. + assert len({p['helpers'] for p in providers.values()})==1,'providers disagree on helper count R' + v,h,m,centres=112,9,73,8 + helpers=next(iter(providers.values()))['helpers']; n=2*v+helpers + assert all((p['v'],p['h'],p['centres'],p['n'])==(v,h,centres,n) for p in providers.values()) + parent_helpers=read(local_dir/'CANONICAL-WORD.json.gz')['R'] + stages,replicas,blocks_per_stream=9,16,4 + call_count=len(template['calls']) + assert call_count==stages*replicas==control['complete_invocations'] + assert control['one_owner_per_complete_invocation'] + assert len({(c['stage'],c['replica']) for c in template['calls']})==call_count + parent_calls={(c['stage'],c['replica']):c for c in parent['calls']} + sweeps=[e for e in template['execution_schedule'] if e['kind']=='local_cover_sweep'] + assert len(sweeps)==call_count + selected=[]; selected_paid=Counter(); provider_counts=Counter(); orientation_counts=Counter() + scalar=coefficient_work=macros=0; wrapper_factors=0 + factors_per_wrapper=2*(m-1) + for c in template['calls']: + pid,orientation=c['provider_id'],c['orientation']; p=providers[pid] + old=parent_calls[(c['stage'],c['replica'])] + assert orientation==old['orientation'] and c['owners'][:2*v]==old['owners'][:2*v] + assert c['local_program_sha256']==p['program_hashes'][orientation] + r=p['local'][orientation] + scalar+=r['real_component_primitives']; coefficient_work+=r['coefficient_work_primitive_count']; macros+=r['macros'] + wrapper_factors+=(r['pre_wrappers']+r['post_wrappers'])*factors_per_wrapper + provider_counts[pid]+=1; orientation_counts[(pid,orientation)]+=1 + selected_paid.update({int(k):v for k,v in p['paid_profile'].items()}) + selected.append(dict(stage=c['stage'],replica=c['replica'],provider_id=pid,orientation=orientation, + program_sha256=c['local_program_sha256'],events=r['events'],macros=r['macros'], + real_component_primitives=r['real_component_primitives'], + coefficient_work_primitive_count=r['coefficient_work_primitive_count'], + entering_helpers=p['entering_helpers'],entrance_rank=p['entrance_rank'], + pre_wrappers=r['pre_wrappers'],post_wrappers=r['post_wrappers'])) + assert provider_counts==COUNTS + # The sweep registry is executable: no hidden use of the historical supplier. + by_call={(c['stage'],c['replica']):c for c in template['calls']} + for e in sweeps: + c=by_call[(e['stage'],e['replica'])] + assert e['provider_id']==c['provider_id'] + assert set(p['compiler'] for p in providers.values())=={64*(m+1)**3} + compiler=64*(m+1)**3 + adapters=max(p['local_adapters'] for p in providers.values()) + primitive_bound=max(p['local_primitive_bound'] for p in providers.values()) + bridge_steps=sum(event['kind']=='bridge' for event in parent['recipe']) + bridge_sweeps=sum(event['kind']=='bridge' for event in template['execution_schedule']) + assert bridge_sweeps==replicas*bridge_steps + bridge_additions=2*v*bridge_sweeps + shifts=blocks_per_stream*v*replicas; moves=2*shifts + parent_live,parent_physical=parent['live'],parent['physical'] + data_stock=2*v*blocks_per_stream*replicas + assert (parent_live-data_stock)%stages==0 + parent_banks=(parent_live-data_stock)//stages + assert parent_banks>=0 and parent_physical==parent_live+parent_helpers+centres+2 + nonlocal_items=(4*v*replicas*stages+2*v*replicas*stages+2*call_count*helpers + +sum(child['replicas'] for child in parent['idle_children'])+stages*parent_banks + +bridge_additions+shifts+moves+parent_live+parent_physical+wrapper_factors) + outside=8*nonlocal_items+64*m + parent_pervertex=(scalar+bridge_additions+shifts+moves+parent_live + +(call_count*adapters+outside)*compiler+64*parent_physical) + live,physical=template['live'],template['physical'] + mass,profile=owners['rank_mass'],owners['paid_profile'] + assert m*live-mass==owners['deficit']==5120 + assert mass==sum(int(r)*count for r,count in profile.items()) + assert physical==live+helpers+centres+2 + assert live==owners['live'] and physical==owners['physical'] + assert live<=parent_live and physical<=parent_physical + assert not template['bank_padding']['families'] + assert owners['explicit_idle_remainder_children']<=owners['source_idle_children_charged'] + # The old dedicated-bank geometry is only a conservative reserve envelope. + # Its singular program is never used as evidence for a mixed invocation. + rebased=parent_pervertex+65*(physical-parent_physical)+(live-parent_live) + used=max(rebased,parent_pervertex); retained=None; payload=512 + if retained_invoice is not None: + previous=read(retained_invoice) + assert previous['compiler']==compiler and previous['charged_prefix_bits']==payload + previous_bound=previous['conservative_pervertex_used'] + used=max(used,previous_bound+parent_pervertex) + retained=dict(sha256=filehash(retained_invoice),previous_pervertex_allowance=previous_bound, + added_complete_new_pervertex=parent_pervertex,policy='Retain old allowance and add entire fresh mixed recount.') + half=m//2; group=2**(half*half) + for i in range(1,half+1): group*=2**(2*i)-1 + stock,streamed_mass=group*physical,group*mass + logical=group*used+64; router=compiler*(logical+1)*(stock+1)**2 + g_bound,e_bound,c0=2**30000,2**100000,2**210000 + total_mass=streamed_mass+e_bound + literal=2*g_bound*stock**2+8*streamed_mass+4*stock+4+32*m + row=2*stock.bit_length()+9909+252+2*payload + maxchild=max(map(int,profile)) + inequalities=dict(local_primitive_bound=primitive_bound<2**48, + logical=logical<2**6050,router=router2*maxchild*maxchild) + assert all(inequalities.values()) + localbits=max(r['prefix_bits'] for p in providers.values() for r in p['local'].values()) + input_l2_bits=(m+1)//2 + required_prefix=localbits+input_l2_bits+call_count+bridge_sweeps+4 + assert required_prefix R helper map +# (verify.py checks the spec value against the constructor's HELPER-MAP.json) +SPOT=tuple(SPEC.get('width_spot_helpers',(270,282,294,306))) +# A pivot swap moves a kernel family's pivot role p -> x; the old pivot p becomes an ordinary cold helper and its width +# goes 8 -> 9 (construction/layers, PR641 PROOF-NOTE-PIVOT). Expected spot widths are derived from the package's pinned +# pivot-swap recipe (path and sha256 in the spec), not from free data: 9 at a swapped-out pivot, 8 otherwise. +_PKG=Path(os.environ['WITNESS_SPEC']).resolve().parents[1] +def _old_pivots(): + ps=SPEC.get('pivot_swap') + if not ps:return frozenset() + raw=(_PKG/ps['recipe']).read_bytes();import hashlib + assert hashlib.sha256(raw).hexdigest()==ps['sha256'],'pivot-swap recipe pin' + return frozenset(s['pivot']for s in json.loads(raw)['swaps']) +OLD_PIVOTS=_old_pivots() +def spot_widths(v=112): + """Expected residual widths at the spot helpers (helper indices) of the gauge44 provider.""" + return tuple(9 if 2*v+h in OLD_PIVOTS else 8 for h in SPOT) +PIDS=tuple(sorted(set(DISPATCH.values()))) +COUNTS=dict(Counter(DISPATCH.values())) +assert DISCOVER or set(PROVIDERS)==set(PIDS),'spec providers differ from dispatch providers' +def lookup(key): + """Dotted spec path; a segment may itself contain dots when it names a file (split at most once per known file suffix).""" + v=SPEC;parts=key.split('.') + while parts: + for n in range(len(parts),0,-1): + k='.'.join(parts[:n]) + if isinstance(v,dict) and k in v:v=v[k];parts=parts[n:];break + else:raise KeyError('spec has no key %s'%key) + return v +def pin(key,got): + """Strict mode: got must equal the spec value at dotted key; the failure names the key.""" + if DISCOVER: + if os.environ.get('WITNESS_RECORD'): # discovery bookkeeping only: append (key, value) for the spec writer + with open(os.environ['WITNESS_RECORD'],'a')as f:f.write(json.dumps([key,got],default=str)+chr(10)) + return got + want=lookup(key) + assert got==want,'SPEC MISMATCH %s: expected %s got %s'%(key,json.dumps(want)[:400],json.dumps(got,default=str)[:400]) + return got +def partner(pid): + """A different provider for substitution controls (next in sorted order).""" + assert len(PIDS)>1 + return PIDS[(PIDS.index(pid)+1)%len(PIDS)] diff --git a/research/gauge44-ends7-t16/construction/COLD44-RECIPE.json.gz b/research/gauge44-ends7-t16/construction/COLD44-RECIPE.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..6f59d889202eee8d97ba32329273a3b7cf2389b2 GIT binary patch literal 100443 zcmb5V1yq#X+6D}QqI83FHw+*lEnU(`hjd6t*APl~cMKhp;?ODGEgw z{EX$7w>2Lbx9^SE0(CjUofuy+spL8>+`_NgWK!d8;M(J z;C1coDIoA#;&#V0z}Hm5;^wO4Dg|`=O8zRPHK6boe4(|ma|)8!3cNi6nQmNb8N!__ z-rVj*l8T*Z zUmHQ&Dv)q}-?6zEbgnkE49luhZ!)Q54Iuqhq%zSsz(5&49(vI)@p19inpys7Ehv@` z{)XHTEDFEb^U*hXw0Jheb;3B1r@!$vP-nh$z#dQ`pLNkM+;(iyrPm~S`i9o7!ZhoE z^Np6pV03F)#X_`jJ^9l~*fZa}*7hq0ofPl=XyKVTfdBa+ZH-4~+6Arnd0)28l}*$! zZ@WbCE}-l35~mYv6h~e$xjvf$(+zwH!!N!Xfokq{Zrs?s_euMShI+ube39j1c%a^X z^VL`JX4CZc;^_8_sdf98>EkugIK#_^AAtj#vM1r9CS2Q~kH6Hxpwn`~GS&oT`&y|}TNNiCeur1{FiG~Q*<$0+c z;6r+oFJ;8pl}#k}7x~d!h2w2#`%T5nP0VQYetgRq=vP@GP+>qwGEf1E{$^>trpjC2 zyKVUbr>A{LTU_zSi)ZiA52g$vH08)g~6!fb#)RR3D26Oh~3 zMX)P-D#&?D*&jYS>Ur@?i)$;srM=z%(neIA5Vixih;rK*sAZ^qreobke1XFjXDV@Q zYPXhSa#Jn~cT=^vVJ&k@zIKzNE=;!xyos^xyc$?vSx`m+EC=jCjwUY(F0%7(<2HIr zI&K7SQT{gSP<-R=NxM3g8o^*NHcFhWE zxQ&^-f~&ndlqh(*BOjIh7kl@L8`4U^-&5>>k*&#y_+v~$Yk%*Si-hZYC<$@A~M0YdE8c>Bi? zthU$(XgtEWlSmuAX8VeQ%APiKr^PQt_~JG+=V&ykCx?@%5H5z{PKvsSx^`}S zeQRFm?)p{BTlZK0PX-l;^t zyJIqG?vz!E=;oTEIfQ}j?@yVM+o+84#Tk-l5w7pTr~3-6J1{PwNL^AUph2Q{0h&JQ0{Db3}U z_lM_v!zy2vp2H$sY{iw&`-SQp`o2l(vthwEEN@-culyl`j+Q_H-ly%6*Rr+U7mZ>x z-t4&Tk+S}8-1oj!EBw@<@kSxx2hmoIqEsoP%!k{FyMORWG`(#ql`iA^&Z_o`P3;wW z_&$z|G+>^e8hcB>i>^~Cv{orm$0Q+mc8CBcVN=G6-#AOy(Hi})pazG{Cx7kZ%^c$3JjB zl;UuaU}}MtXfcA{uO0l7pN!(f)^)1)utG)8B7KU^H<*8f)2*I$ae%Sar1(Hq-g-Du zKN|IG-2heq6cSX|*C7+fDKw)cnJ`OHK0|>kDHjm?DPl+DtF6KQPMIX{63tV`gct!u zxn&$k;deC6X}MH5c#4_GF)2zwNfuUx^E}r6Mg`%nunj(}$M={t92%B|c`mIjXQ;}) z`}L{Eoo$KbuJm@~ApIpTx}HK;84~`2T;v-98mu}KO1)azDnZiqVM9bJr813;B^DRQ zq-FsrB;+@XCmJNImOIxFMI-Wep+O#@i~`5BMIL5i5vM7Si@Re3ey1twYf#+CN^gw< ziAJ(37|ZT6X$mG?SbW&)YtYz0*GxY4NNi1>195ZZHVY^jWi!;o;xDw%jTW2Gof20F z{u)mHf8A#&K5v3KNa*^Kn*`o>^D7u_J-XccY9Suj8Z>f`8GI05lk_A%vFFv&gd#5@~Hngh9?4QJ-%1!^LfA@C z3?wO<{yg{0UC~k)qG0}&Ie9N7$KAftL+QEj7Ooghc=7=a)yKr-Joop#9v5i^vrU-Y zZK>_)@kgqqf4wy}knZ*!X#|*eL^L#y5Crs09Oj;5G0Pp|o?*Q)dwT2x2<^r=}zoB8t~faA$ou z58?O~B#Ip}`&OEOMBnH+^7~qb#cOn@!>fZhn4F|j!tWPh+7Dms(>eV$_Yf-L7W~B> zx7|%h^y5u#R1@q|4zxc89Umt@S1?e4-RWxV)@8mcidgmND%j(FwVkJwCl9gpi4C6xt!+ zd%a#oPzlPx!toNWpkriqW1kB7Mk%MuY}ndLTAiKpBAC%Z=}3W+C}M}ckH5Bs0L_u? z3-TO>!zN#PV~Bvy#x>7P9#)9JLn(6crLR(Ak-kKQHHbso|53Y35}}*tEsFE|*f7*V zFKo4Fz>K&{gpVEJW99@>_R2J1R@?_x@v7}*Ke2xbGvhA7U)ZATJjsKiN*O*Vz?w$a z+Xpgze59Pau28TOrLvXiT>_DxTWe~b0r51A3g5o+$~$GP4_ahyX2IzWsnML70x{0j zPRYt-zDn`#NuQ)?wR~D8D)4|fBbjpkv_13Ofrat1>p=$SgJyvA5ux7GU+b~JXpXiK zVXp{$HHHkEH8jWDCls(oj|cMkH)5{CyV%3gL-lMLf&{Wx^SP*3-A(&ukYr2!`Y8f9 zvG*$}qfu5;VxP;uc%TpJWhx5O2-tUG*+-JFV(Ic&KIH6_htBH<%VdHl))dpkEeoVy z@;u5kk5MheG}w8ZY&9Yk{9`JD>5@8E<|$Ye{f17U+D$XXZDg=+%DF1xrbeHkOz$rm z(-CR?r$eqEzHTMD3JlYE1|*3;cl(5y0KEQ=HEXn_%krH)>5M32E0wuZ-_-X4u5vLF z4*|m8{S@3|PdOn{zJOljU2`gl@38YCR}InAW)CgUU$zKqgzNo!M;QbWl*-7KP zEG8Vm!zfUKdIq@ts{$g(BF~XVPmBm)**+S6lK}CEf^;N9{39UJPW{>R#G`my)x61~ z3Q)x)`4X&HCUP=-!{1q1l4fbM7~p)vO?{k#|H^?lmY;KKc*D+d8G(gAGns^p-98QZ z2jm3${=68z`0y<`=mO&ZibhFFC0bO-szKGff$yWihVB!v@!?ZCT2mZ5Yog7ynD%UL zm?MfEsgQa+*Bmor%>$8eD^C$p!9hHzEW{dV6*K>q?1eZ%MVg_uWPUH#>Pn$zeL~>) zH(C>A43f`nnKpP+ znFVZez2>6&CTHx^kmHsD+WLwk7Bs6>)ioL9^{b~Ie7O7J8czrwx{@j!J4fOeBY5E6 zw}hk#V(yf*QpRZ~quxIu31*bgIG4-!*@n?>e~Rj~36JfXwoj(jfBn8m0~vCVcx`0P zE?EC?O&VOk@o6kIE{i<&!$XS}68Z0c$rs-+NgJI9ltlMx&oUlj0`L@9Yf?C58zM51YVaup?@JPdfc61nvC8yxW z;mH$#a^tRmWY*Yw{NYN9!fZZ%GPH+D=c-9wEiF!RY3nx{eU0WBkX{CyBw!Lm!%n(r zI4n$tuIUL~(lRZ&uuL)ohzXw7yd@w>rV{aB_?&pyxd#*AL70d*QiFh(b9}>lS=q8b zV6cqik$7bBV&fnWp=}VwCGJkyV@aaFXe-Dy;=SUMU%eIzJeHWa(tRhZL?(@n14mwn zO_H^CWVH%CEh6zy)2xkO92Q7W zM`Ptycn8B%WU7V|f1xwA;)qWGRlv+yopa0Nhm&`k`qGFViBkx62Rn#KW>FExX28OCP2Jdy#m>>0@Dq*^t2LNId_yRdP} zJi>X;Q~%`L>X^hEjjI-Bc!7N(C+ZyOuVb*wFuX(4@bZc5g>OVwPnRJW=b}{%6Pb{& zSkdyy4E&sFq$nC%=-@iF;~3x0(nO2X&IsO*OSCd7#Z#8JUqgxG*t`Gn33=*%I3>>pns>8O$Q1>bs};I9A-Dz#5Pi(Z|gn z@GS9)#8^^G0_x&~i5~4F_{?@+eu~+EMhO!?)JQkupioNtrHITYa-j;VrL##zjMQ%a zDhHxbaPtt6em$;sqcDIH55}3~JYwklOa#!v$R!y$`rRrV%O83BONOAiD)WhGdCL0K zawrbDE|}aS4c<)Cz0$h~jVDiFNA*V{I`Gwm#DSYRmXR40#wYfW;&dn9y==>;!Ob{PTyzXb?XOH< zi$`;V8s)ppv^%|pD}JNeTNr_@Rj(1xX z(e6{YE_l$mJZMW2s%1A?$;hVB#I9uEI-|s4u(JSGB8%+8jO=odffqV2q!p~E7p(7D zxhDXVCj@<(TZcb^H6z<;eb6}9_N^~oG}U&EF9^&Eca@Akq~9SoCiEW?Zd+k*(s@G8 zht8QoaS}QoY#`;-V)(=uwa*lRM}M<~=4ay|wRFQ8HDMzEB*-j-scYUP-Loz|xU8O! z8CByHtAUYal%dgXwKgEz`4i?u=i`Y^%!$19LXEw&wubNRyBDOJUj<46y zd1~t?gTu)M+!NJBgkv@jfZ!C1!l1_Omtyu^;X_B!YOmIW}@ z{Ql*6qV={}rokUNA4DA4ATj7Cm^nQVs~?1mi3PI7H1ds+h?DoR(L zt4-2Z!uk$6`rIpRZeNtyD3>v-042X%%FFSUR5%mZX%W~N64=dJe0)t$|9ahd)J_Wl z96NG7KZIM0fE55=w!Nk61%q^@p*6-k z>e%TBES_yDFg=@+V&?>Fg1POJL+2$6 zIkZN@EL@f&mX{*3f8$;t_zqOj>nHH>Qh|-e-?$StKLo{k9$-{!@?+GmaF50kGel*Y z8_IF5Z8YMY$GhV-`B#3bh;6QpeQduMJZE0II84YY-Dce9NDqdNg*)ytgDSbD*(oOm z6Og{EPA#4NIw-9z3Tg4_r>T8TUC6~SQcNKHJ!C@l?kaneY0c?|=N2_-G5y5YQ;NiK zw;s#beO!MP8ql4#0O!qh9=<+WaH0{iax?q7;wXGXy(feLQyRH|=mwIx zjcnVn%Bd;=TwP8@l-QTu0;YS$szrBn_c5!Mt#Y~W2Ex5Oqlgvo>xUMIkl*J7)F!0M z52+363c#vmNDDnOdOr!(fxa~E@)<~;{Mu*yYD>waObVwn+a4sFCFqbzYdY@4HxyBB;iGpq=* zW^vd{I4G1S$UWc9@1GS6ruPyylW{7XG+U9@X&ov8QQ;w;r7^0eOp{k9QqXNz16m&~ zild(|!$P0HtjEGxT;^o$znUACkvtePNZu!_> zuxoH$l`-tNv%i4aCkZC6yyWRD&7dNdt50y@7oM7C1w@&|=A6uwMXG)rs>sDSH}i4H z_}quv{}LTwku)Djkn8>ziRxZ4(ziKlNvPF8vjXQR_8wgW$Fo&Nmuc4Vs0lCnZ6>&2 zp|Tns%CH)o4*;*odk-lCq9>7ja3?a@X_3uNLC1JSOWy9i{_XQ+6X{oyBgtI?oK&zl zm6`v8c_>Qi>;vjgkVt2jXKKb&`Qq!@M*An{Om&G(V0{P%{^BqVdrO1-YbqHrl@!^r zCWk2olrCBI#YufD37d2eRZaLM(r_I=t*PtJ$pzN8-*kX7ih;RwRFzzR1+b^~v!yah z;6>;3!-bJE2Bk4_i%(%54-)CUj&J-EzI#Fo#bV$L+g)pnrUDPQQN~Jce+2q|OH;Tx zBMCZY-j2=i(ikNxO{3YK%}8dYA`LJ}(-<A#?sm>+enx2dhy1juMyi`m*FUw0mni-5{~GlXpYk4;>^Oi zb8%+ikMH`IwCS>_#>9BrhAfkjtUO+0lJ*5}xDK=0`a9bpqlZA{pny02G(w@(P4l|8 zztl{iaP>9csTlQapHf9tmr-PjQsRs1>@V)f`%~M@8#za(GXyR{-Vvlb6O&q?H!VF3 zS%L?LELoxlEg`3}I69dm^yn0)(s_VyuYBBToCBKzboV+`)ki;{YiA*$9K={9In&)P z>G(c~;c)j%wu-;V*T;`L+D%stILKsH#xDBRT(Sfq%sMz9+%y`6}Ji zv{Eg05F}Z(KQvA!vyd(cAT;Tpn7K}8o2rWz;j<`JX6us3>f};D0yVHBj7%UAx^8-8 zu=fRdu`oKZnvV-rrWPe7fVMt$AQWOgXJS0f7zXD@{L^=Tp~KsS$2?U7?8AHD1ruy<@eVlWm_aWwTM^_{> zKi^ryZ){hvOqoUxNX~~7%x;K2(fqA_gW8sNtiSbH)>k?zI1(t+#8mM*8i7dpdrz(6%@X74B zZ(HV3hn)Nk8RZMgZKR&Fllhc)mlb)~ZF1qpMcw||n~0(3GAe|OXj?gBQgUpPUwD`7 z;kNQiF;Bd0W-qMP1G;!T*7LNmOBU$kk8ZU6@s=KD3%a-y_~m7h^=o5qF03(o-##)f zmNYGUWYiX)sGG25GV`KCAw?(F2)x+244Q0}OxcxFH88@_$i{Dax$2)<`FJsyPgt{m@?FbX2;g zA_`)7G>0^CE300!kF5B`LD?juU4JpyT+;w~?o?e_hlf=q1NWC2y{WT4)TgIdUxlDP zN;0Vya1J!#31q0wNYi<##9r#L0v$7C+^)ueH8rRU0wzUmrJW6USgSMUS#wVQ8V29x zd6^1*XT0WD6L~TF(n)YeAoa)gVJUD zM$K2ORBo+YcIz+B>Ze>K>l8`@db_N4TdY#otsHOffY3y9R-Z8(v|c`cDcFg$?e-Y< zv=7K{)+x-h{xHKde^;7hQGoOU#gzI)zEgZi!ojz`%aLTS)HRQLy$2{NW2}(kw)X>g zT#M&Xh9ykWdbpGB*QwpSr?jp!zO4OrS?BGtHo-D6^5NCbXS_9jMMpp@yC9dD6%Xt&9RZf+`9o) zuS-?N5B1Rk)rf)NP3-D|6-HruPPIA-{*{NovNQ=@0;sq_Y;Mgy-m<#qDisGAw%d2L zb@2|4ZQe=3E#XhW9h8hG=nE8Z-nrI|+;dX!D<_|!+6x2Ax6*zu$a}A_7Orq3cDsjA zH>)@9Rwe=|s{M*Nve2h=@Eis>zM4C}jnL%Q8d5?gzuz!>|CM0NYQjq60}#03ieA34 zPrm%;efmi#zY(fCd=DFe9q4JkTGyL zRxHiFY$K670mz0avOUR!sh`{iRs3+bp52oO-+#Kqm2EE^*dCBdM{OQ^V8P8U5@!mw z-EOE%G@JtW(nSppF*@1DqpDVGG> zt8b7D*D(;MwMZ?Tr}l&jGId$}%y&(1$l2}|OV0j`$k2>x0Qgmkk$eAu*4~xG|CRY# zOpD_*nH&|8@pLGiPkBh&WhI~e2C5`b)lbP4Y;J@ z)h^PR1lMO+rQ;=!12LCpJ~DVkuID(FT%P(YH}tXeVB5KGa>1?o==QHGNX`x`De`66 z_Xn!z;LNcjc`-smM%GhO-xpO{V@p@%l+CC02;B$iK%HaA9MHW{;KiLR0|>iC^QH&$ zjFaqP4`?3(vz6Byiwu(z>pu87XkM(%00LM%GPS2Aj;i?lp37zc3ezH-h}ovcqzqWy zStq1UyMo7&nl(_GHRykXpjqP{_a=hx&E)tmfCIjz@+UobdZPk)DW!Np3brUJ8(hmCXIXj@4*2{N6xsENQkItnp3#5q)~LK9B--o>EDbH_xhhsg#O!nJg?8XgO0fH z!dVV+WiiYV9byq8qA^vJG3=*KWn@Yx+^(&J7NT-oB)XWb&E^>$F^qfWS4;!!vD71m z78zxqirJ-jS0iNSF12>Xdc(;+hi85M7vG6-y~NO&Q{L~s`uI@;&Nu1dIQ&`Iv$j*& z+|&a(0`6bKxP;wCfhPg^?mmA>kAM3YVt)$+-;1dxCdP@fWJqs@vXSUItJf$Uu)L8k zS|+wHaI;d z%@uvAK1@|QsC3Pz2fh$_o$6)&vdnIw8#rZcf{MoB&OwL6(@W+_Qy6Jtp2%WY9;ouM z7>~l|vkkMxkcyFvoJqCtI5ShMbME(mJwlOU9G8`D#SlCGRmh9!GOI zw*(J%l!skmH>~?H#=pUJb-5*3K$;6C7G_Xr9zv;0lPrCH$VF|Kfo44Ag{07gOp_Z% zsytQyy5PDxtxG$I>V*QI43w(=wuu^NtnAnA@|Pb|9jO*BZA*wLbvMn8qyAU3#`{jm zEI}(jT9)T04nm#!MYg46XiJ>6E(A)PpWKES?>5=2!3czRXF4d)z=rKup07>Nc}SMY zUiIWG^Pr_Jm_ec$$_Rv6_`5jW%uMVGsv~C%1-FAU)YO&ru$U3k`MPb=Am46(s!*w# zIIr=B z{b+~V_S%yts?SJr<8HlWQZ#IHwVm3op-z-P+aYOQg=UXV}e&b%uw-C9u zTsiM}s_%H}?FcyU;`ITO41A{|f6zAdfA7aW=#K*e8Y4J8TZx>Dy!48^)c>8;i%3$M zSscDE6SvwGc*?HNb8<6tI?Zf+55ztQ#NPiG#{o$afus3z@J5#K1{So2JN_dO=Dp{? zvgA&xyUB24A-3iyoyM-{{mJf<=UOkKkeDf?m@lN5`wfJcFC05)*LqKU>yRD&NkNz4GyGsVH?-JoRSaI0g)%Wx_?iVUW2ej!1@8UY>qoO=zLU(V zVr1DVseq$M{$C4<(Uo}Tr(2yftJOo3Y9SadO0Lmg&gTQO@&CW{M?e70j7B|48y1ICP( z+*Wxt){Iwr)D~w`%+$2Pu%a=@iAe-FxE%D17DWZ8UJlWAl+e8vS2;25$_7oRH4O?W z98^Y|5Qh$aWPH>tiWLkpjFG!8F7gWBie2^}4hz0LemRkG~4@;P%%-*Ue>@ z@pj-a!6YcJ9ggFu;{n<#q0U0tM|RDL)6dI*lw;^M(N(EUJ}I}dm^j4>Yg(_G{q`f% zL#S*(VwTD#z&#h_^zd@At-LrOJrm7q2dmB*-%1obCCO|vC5$En#`rN2jo(->Ed$kK z7$M%bBj>ApEG`mRKi)!wXXPOTIyeaSC0pT40we-;H8y@Qj9_bw=F$AB_8$knGyU-y zg94WM{yV}i|~hWD5v?M*!BHpO4Mc$ zd_ALY-g&|-eJ$O`?FI69=2~q79Jey=uv~F8was5@$y`~B4;-CbfYvFF&v(=FX-6-Mkxfm z+nl188Xj&M3$MA=?=u{e8Z;;7N!K4Tn)rU30yJx3ARijIT6PM+yM36qG3+%b5{Vc{ ztnUL`%eW^^ui~HG+Wy3q_6tQ8(h}S&{6HLVJv)>Vi-JLJ&^YvCAJyTFN1_ zzJkMOdnIa{H#(aN2Hlr*D)HLDzSc1BAc5VO#!1;FXdU_VMt-*_OPsy?mxc`U=-KvB z-r@9+^zRD?HHVdfGF*8zIIZozqDdPvh-u>tL5sCWcmhWvW>a_tFlnUhj+pn}YR0TF zv$|+-FLg=klDW%{u^yR1@-KNgxn?&Q?4PZ0Vz(YKF08;;o&(_TWZ&V3Z{4Di$U?Aq zFOIp+8Q%zP8vZc+dh`J%;!a~w*rz0PUan=|zW!ER?76m#T|BpQe}*po5n=)c4Bg%x zA1e7EcEPaE`RZm+DF?^O=(ysvNpuEF2C(|!Q&NHa6MU;IgYu2Q*X~j#)S4H|fYOS+ zn1Nc0m#*pT!uxz39F>zK3T{OjM(%Y^byLIxSNm3$6(pI;^yf2-m+>YM7Y9Z&$^0~g zPb#NSeNJ{83*3=qOpE(f>7OMl4kb!qw>M`?plh z#S>d73l+m{ld=uxK(Vi4jg~?`D(pma6%sN1V%VN*jA+=>b{H|l;Z7Q=B;+y|)ZAp! z1v|!e1CPWl%oyfMsF(aAzXdp{gbedx$ zazv64S*qr-R1MPKz?I?}Z^6`Dfm!E18cG#?S%7{ZS4E=Xj9V<$(@OMu)r#DY1Y<9_ zTp}%Npq;4aH!^gut#iXaBK!Cp`HgNY3Ljeevx{QAq>nYFSWXpsBl$suQ~$F(IXPjrJkdNlk@p{eyh|r*r^~|Xqa4=+!BezJ;~J89sl~E8OnnH zx)Xxlarc$DBC~D|Ad!E7tReb#mn#mnyfV@}Ni7Lzo}(8j6iVzL72mmwm0yaoN@6_i zKYasOzWov*#Oi{j6`i?}mT>TZ7g}!=A)5vFalitOKC~?MAFa#r(Qa)W5XAdor-x$u zF}Wa~D@@#%5wTnyQLrA+Ud|W;OyVFUS=Xsga8~!#Ub-z0&Cs=2i)cB#rG#i!t8gOr z;C;lZ1{cJ>9~BuY(aa{3DFCyyYWEgu=}_cKP4BAAnU@sqYVyUJ>ZSzXsbl~Qc9S)Ez1+TE=}PTr`g%-%W=7=qPDDXr;~3J1-EZFv$9EumCT$FPQjDB zxpWd(2&LCOIU>vl1C>vA&XgsgDy7Zigo3$Kj?5_|#7$2z#?!*_!OLERuKV??0~WsV z*hgn5j)Q5n`Qpy=dyN*O=>e5>PJO;l4mhi_S&9>-F6c$v%*nrr;qbe&F5~dA8g|Ow zXww1W6V}D8E)xZ;J_%SAA$S^_bN%yEoZN5?#SF7DM|X`eQrGA52`2AV`yF4sH+gR) zd!1JVtmUmu*H;8Qvn_Cogdok|Ko0+BXN0(4)p6$TOL=Q``p1s3YWYLAG~U@1t+l0`|0& z+FwQZ@NeJk&0|&+SAl;0hPf(UB2(Qv)ZcW%xZq|QI#O(MLPRiXTab zrwerWC{!_P=|eu`K$bc{747w);+A<$S5 zEWkIm^{B-NeX|+ARsc z+Q~&E6&^N9|73}S@M==3X7o_i;RKbszl!=8RH^EhF(UvD&LZ9K(PrF1&s4I>|;z!4Fvlq>gr`s7@lPhz>x&Rx(YSb^FUN z&zP@f&&TOP&#;N0kX%eAre84v-)*Z9lfcAwU8*z^D@H?%QTxF;7G>Gs+a=|IW}h6z_#0G;!C1#4)a!t~fjy0#%WvAH$n3A(~+jlPT zXKsj7Z$hZigVkRi@^G`E{B*9+@7y~?xt?HvCSvreF5qj}+mo|VP6{Edenk4u4vnpX z_fyHgtX?AeGeX9D(QGdyHN2`M=OpK5QJF3DtvQyj;EkJICHtP26Zz?mgMqWBYF2T} zWIwn?7A|zucwCQ-V3{&1@O2K&mJC_p7flr^<5LONyZL3E&#G?k-?8${yk%4ahPjl1 zim9Ot*ZItQ;i8HXyNVaIYBM;#N#c{f7za$~cEyPPwoR+U#gjlZtd~?X;na52_2RCO z%b&e@v6IQVGq0~-nRU7#=Ad}i>vNmjaKdf0@vRr9DU1o9h2=mbCoazx!o?^g4*&XP zhBJuc`#fN(_c%ZODR`ctV*P^Zq~^TN zs{^g$K=}29Z9`wjsNPQAKSX4*7XZBXkWJ4SbP?M>Z2aJFetg zKEum=!|97YMemi}(Tz3_qM+4>l1CTVehXexZJoVqr<7+kNBLg<;T;DeyT_m96m&> zdb*iFS0jBhSR@Z}ie)MdS4__G!+!os4EPyz#?wILBu~ma-TVsd?&HK@*fel8yDQdb zw!5v6QEwL zLv&zCmq$(CKOZteXW;y($IFZ7;U3s|w~4~~QgrjN zsAbDg$QAOB+;VA$y3SZ`wHyB4EIB5~n z=5J$Jl6u@R2s*j^OOVOw#_}&qu!P7QBYK-@FsGCwPEB%9tDg1Dk-9%$k~uq&^hM`g z8rTGDT&d7%Iui<<&BuyHw4-I{-^#7=W1R(+-}tqh^DRne=$ea12)`uM8f8Fif4ied zip#@|pIk|(8MCPiB(mDqNiv9z@0u*hpa+2~+>AE3hBl{d=M@tjmc8P`pO zEH}{07F~g52EV9{2wLFcHpsj}0@uN%sI#_kh4}Mu>a;U(I_b zg5~}$|3Afj^?SaLBKSYV4PN`eqxJzl#NK{mu3(JC#Yc;asDJal_@AEtyZ`a;RDUx3 zG5>fFss1$gXc4Kw0iC;0J<98tGW#dx^3OZI7x(%})DPx*V#|Kh*T|4&BL zMU?;FJ@?W3lK-_l!g=TaNm)xSaw|0$O=_~+T=fay-mY(Bx{EX)s|P4tqfzh+@nG-1 zAd1^=Iwk`22%KFPOuXj~I&XgTYL*7^y2D{G)eHX@q*5jdX(&Aj!P0F$>ZE-@e7B`* zl%AkqAub4;UUw#zq*nrWE*jTVi%em+^}% z-_f`lsiaybFZGBSlH6U#PTOdJ{rX!vtQ4euuFjI{)|C@!hHq2L3zH?(bjTKV!R`I; z6oX9OW1e?2$N=yP({Xzplf4101voDrWH=WweHPT;_$)^O%|erhbgX1rArH9b6ZRmU z_YdhhMj01GWUD*Exv3G$Pn!uR$?P&Fio{94EXaB{-8BTAr!1#-lB;E&V!((C);aVx z-SM{YyXkm_R*YK^NnskdJ`-okA#nB-_?86jLACghTcSDo>Wiy7$=ik)I^+dp;|NH} zy9xPJ?>AS($urLV-NJj;LO~c6;U{++Hp@_aY3{OYyR)@YOnqd;d}`=T?H;D?{58Ma z+(09mr&exFfw<*G(ab~Nsi!?aGMJS;?HjukF-mv2wNcq3cAhMw$mt3lO5+bQ(~SO6 zrhxQ-P&vd3NNoO)MAa0PPH;r6*2^v_`Z0Oh?QO$H@H9zsVF&5JH=KLAwlbX2<*dTd z`O8-?c)x`_GIldtSScnpe7W~A^ozfFVlDvP)m$ZMCGNIxv#Wx__XQRWTtI8ZGHO|M zx0JxXzj3h;7Hkt_!9&d&K_QB=dxb;>6$Zu22z?Tj;Vkv&#;hBg4Pbe1%@Sh$Z~RXa z5mkSBpTZhwlYryr8#ju12I!0_3Buv<1OAeCS5)Sc+s!9rJHI z9#co)-u$EQ#UB$9{b!kf7QXlYDUUgp5SP!DR)CAZ^8zI3y9d#0Tl4$G*oH`70(*Co z9z7#`@Qe`UHxS}p|I>pA{U81RtozR@|McHy`#a~0&-NIw=-)qb*x!6F5Wn+(c>b7w zLVv`c&>!(9bT97x|6lrl*80DA5ZV4lIrMCx{O8#~w#V7`*iqrjv#>g+9$(6hv;g1D zq3IcCXNdmY;>cs&t?#i{0&($YO2m2UTf@4&}g-CD5T%-*{rjP zk+h#C!{UDqun? z&PPXM<4}gOFty1oQ669^p^G<6q7O$;0%kTXLUsgnJyOGx-_)q=6*vxfr2z?GFtHBO?c z)3hN&q$>r8n%w3M6aLM{)l~2J~)s4CNHTN z5SM&u8e-7_%Wvk$@3EVrDWZoI0N^Vcxuog=YW!U6($Ku{$1z`v@F8iaGP9@cZ3y}< z^$d{+8Dmw8*!SbpS8L}92fOd@T(tEhNgaIC7r!`Tx7N=SN_6T6r}r}AxCY%%>=DDf zbPM0(r>Se_xZ9q5h<+1B%aA;#21|BFel#1RX_!HT&)vk%)GFz#9|O@XQZM)a7JUf%fQAl?Y@3oOe*R0{e;=58p@(MsF(>Sva}sElPn zF3a03=$SFv9;X7$zc{@SxEAuy=~9sX`f2Q6 zBfK-~+jPED!vx4V8QmFYb<>q#j4m_u6WpV2^pXR-aGLAc3b_ zb4S;2&y0UH?29|O&a9)JN|PCX?!966$B=sS`EyJ-Lwvmaa6D*FAfR;lSEkdZjc_bz zkMD1z_1>8M9r-uoU&Rm+)lHkb2qMA175ler_mTg%4x*il_@F|BV^}^i)~Q+~pp^U@ z8$h{BXRUq?(SJs5z9!E-btlf0xaDMs}F@gbnzg|nRR@tTJ~9J_0f(ydCsieALBmK^jRqPPvqZ> zf7SUf3I1ELe@p#ejDM?hXG|&H9nrsK|L?}#;UOY+Z?Pdnn>w5inVvzLi#cF8R1jPg zU&|{bf!9}%&)W5UTysqjc8G2o1N7Sp7gjH);1its!K7C=;~ zQ+k7_@$6pNS^q`|#h^rndwe!9DOEbe+KA(^!Q&qp?0b?q2@DdDal*2bH(h{|}shdCYHmyIR+T9|I zJHmg{P5z9-pK2XmR!a?We^Ju@C;soG37c6>{}cX?zIe8fKs+l;*BzIwx_m~*Y$jmA zsfj1bgQr1SQo&DzL-OKO&W1jowImra zo$-5Asdbq0hI-lR1lBkj2K9jd7+BO4NuJu$WW=_B8wu|$Td7Ks_7^UAIS(!B zxch7`5hYa>C$F+x+&OcN#;8lqE6KvL3DSX3gXRR8dfky`Z+9qCB2F!=qe$`}tRrua9_9)=`W{?dr}z4oLZ*uB@nY~E2D5)aWm(OPyYlz4x?_Ce>*i;Ja^|^g?OyKXy?>b-H zH#aSnK^D&u{2=-~b33p*{_bkue6uvpqGLdAM&(GGJ(}y?n{xooeQ$TCBR98M8WosC zeJ&2-t;D$}v70L_P5le$+9@Q__Zi(V>=I=w{bpvmcy7rBH6kB0FW>fAlx;Y9G}Kd# zm5wOa%THFM6F$%Jxc?+)ubA^s}dM`O%gl1xgWN;V(37* zM{ysLbixRH@9Fn@^zEBX#113|wyZ-&MuRVq@CA@)E;vxT$ zy(rYR3r4D4j12je?nJJds5*)6YH;$#zmigzK|i2Wb8ue%?48G}2TIJNxH2l=bBX+H z;5Ga|68WD7&=Xk};d$9wIr@_OHX|Z(1TK+luV0b9&7hU%k;BcvI~9-%^G8QKeNkcE zP9|e!LQS6;HlrBA?r_m5C!T;p8Hqv}{$GOX(1FX1`<4v%E&hKAepPE*M%*z9J55D5bExS&_v|BTtQwebstkQ_cFU`&Sk6uPVB6 z0Jr<00+}A%DEk!4Z%r+`oLa?*-HnuCjzmI-N5A>@4G!l0s}!GGID?y$rI$7M!!hH%cDVo3yQ!xh`Q$CVO)26RqG0VFJb~GOll_ zt14j)Vi5z4(-@$xu%X-V_$v(ZQzE_%X1gx6VV}aH-x72`0z?0Gyf`Hi*kIly&t|E!yXLui5KodkLaK~VG4VnIxTKApVyk9LevJmOtD5mqu{cBmc^`84; z((O2&WQ=1mOo*I*Q``3miClnI1IXMPGX8|2 zfods0rM>M@Q`B{#p~%YJ;fjsD6}}r&>qXBEA`rNL`RNbhVh(__YsUd&KZC!ZsAKt- zfdr^y4Y~YigHXkg=I3Pf@%4?&q$M0*L~Ji;DC|W@kHuLHOGfLkj=tF3K2-ccCY1($ zF6sK<%_h5~9bHt7Z>~kxS0Rn65`mtJNg(k2r5)g4i45?gcHvjk;!c$#Ay2QJ{)5n# zI5Uk_hCpdD@Okb-lz&^G!CxcP%!`rdX^mMs%tD5zn8~)KOEs)qQ=TF2Tc0R;v`3dH z#ZvT|@Jf!;I%a{VdBW<I}pNF}4xM#p~Xr%Z=S7C=CN?oPcQJnu1xOAu~ zZ0;__ws5Phkiq%^9d6%8qreFg+%;KrtmiMxJL^WAIc%zMNNQoLP@3(N@*9MyX4 zSQERnC%?4cHI2cHWg(Gck8u1Dh*Bx0=`j07iPjguc-D)5QsC{RsL>*l_s=Y{;U#yG zvc4=@CNaE&W6ghfLgtC3n^l;dQ@3(Md*iHfekJ3rbC8Y+1fz~JAYKW>&0*VnH^SW` zmf3KJm?)12@nT<=xu#{J&ucY|3V&*^{}y1cisAwzY=YEB1p4!>+LSET9w^3l>Xkot zy>J(Oc#~`p3NV9+EF)I$g+usuoQ|Zki+tefF+VJ_nar~*#P3kX86`UPD()CTv9cMZ zS(8esHP+e~Mnf(*9_7E~Q-8@5Nl9!Mzxp%;q+Y)#G_c}jX&?(EKT~m7hC070c2gq$ z?XE!s(4DY22*TwXrUR)@Wf+o+5cJWsReHLs(~1-;H~#s)3e(|N>Y=j5SfDCR{BFI> z5Vyf=P^}mP%cl$pWzMp*M38Ak2B$;4-`F53vU`l1rFt5L_DGUB#f>5BsAZ_szd$m} zby9L0V+C*FP{4~b&hgDho7y2~uV}$%ukgV{NV0^56Bb8JwX+OqQylY~JwBxn z_Y9H=eFHvQ`EShGfqe*b)-Za@A&NVQbkt76$MgX}c+@klZlV=%c0maH#8<`mNrm_zd ziHyjvCfe}m@#1t_s_um+M^Vx;65K|=TEj}Y^X!+mD&@ioGgRCR1V%8b>?Qk!hD%1V zG7O$&5W1~A+K(?-xKN6Rx-vCWYa+lc+7(UD`ar2Zc)Gd6RWg^@-kXIgD0 zR;WJGn-^PgTwd(&c`t6YTMe2{I$A7jV=jys_p+;7g>Dzy~FAb zWIV(b7E7^?=xTl_<#)FK;8cL;WV%a?<$99C&TOdcvy!GWqxQLfS=sX6JIMRIW433n zaml?`0zP?BKXbONm-6KiE5%itS~GJ}>0Q0CujUC~<7xyJmYjovr!>@l7=+vg$i{7I zbWyp zj`k=0*J4>Mo*+R86m;Y^|IMTXlGAbwZ2Z59vM0P=IRNcEWqe* z^Kj|gFvW;POV7wcZ?&UN+}t?9n?lmE^v!uubvu+pMa^u4LbNaq=I>p4-c^nk)guQL zX~qfZ`-?avqVBaxoepcERCP|v2V^g*ZGq2@NM4-M13{LHNXYItiS{@xXQYom#)Acy zkQ9WmLPEJ*4T9z3QLApJYJ3->{(*D?wVh$j)Fri1AjHjNeNs-4W*ye=HfiRaDmejT z_NtqUF{M1JWltE{LAEjXVG8x~g^7ii&0?|hK`~&Tm$@hV31|%O_xYh8`N#%pn9Y?E z9x>G{+9r&AxcS&a=}NyRuys61yO3Jds!pTMbUg8*Qa;G)osI*&WB^my4wb8u@tQVP zNr5atsNzKA`{+{$mHQGq>OUOR)4gjt+mKv;{vo3v7*#9n+UtApvhO&D&x)c+S0dez zUzoUMnSayU2HK?&PDpq^pY%hGpZSx|uQq(7iB=Q8AU8_Kl=bIm=Il_H*=;_w zZp;JgnFzy0;ZUU@R({!|qYoG9gM=t&#yj&rRSnj{n%ZP2E&ZwKPv5?vGIN&@6a8#c z^Z@gr$8%(YGaYdhde(AWUUMpv`*T2B*a*LcJ2s05$n-4iPac|cMkg%tB+hvs#Ww1GlW>RnpU&t8#z@eX_W_fbRXf^Uf$o@3 zACLvWrBbO;mdCG{qUV~%bcOiR&>yM8HU+TgBJi8F;fAHLo8$>yk9NR@c}B5R*;QR$ z45&z*zj<+r4Z45np4n!t*C)P#;XRfV(mj8GQRkvDOK%ndu(ajQTP)v^O$Cm(aD%GiUruyF{>0Vs8frGL0z)^x~N%um~%a}cc%%2eqi;Xpq! z(Xr8LH>P@!-gXgi{gT2U6VgNX7N@;acb8oSIwz4q?87 z#f+p^0ku4KWl1jk;oNX_B#CitN!@NRcApRqh@|kgYv(IgKgse>8hT~U)cJ-oQ3^{L zG)8H+D)dhGkKrV|3Kn70o)N}7NV1rG znHz964a<#shF*{7c{3LNjGh9|b1XP}dW+X}DT~OaHQ);=j7+6TxTB7`4@6x;V*HA6 zK}C;yc}U-kqLMP3h*j`rzG#H~)HhgN?$TJg^pr3sFmrmpGhBX?QQ(HF zc;>%dChWUUfq@CYK;L5;A!pHqy9l z`Mofy0q|IaSMBnw8f`|mF{C3h$(xtIK%YtN=uss@AJ#}jLX(%9O_N$B{jhpOh z^6mDMIrIGf%g5YMSjvGJCmr&ZTtytr&C}S-52egk7|to$A%XCrcEGJ@V{|!5c$vQu z3cqLK>hN}x>-MGxVj0@cQr61RjJd?$rzpvNh74tV$w2Pu$q*O2=FJQ5RbA@oac4oAD$QYej?6-?n>_46ZiL{tDX}3AeumOcg%L~_bo5p>kN0M z%+ZmZiPFtC2Pa3D>XZR@E(KafR?zK<;ZGY4nh*gSugW z=*06n+CXnkXy}_K`CVXoK4XR83`` z1ygPavn$6* z@WTE5y)ygM1jJzA{i%S4Lfl-_KdmV=DU42rlo)b&*jQE7b!iE1V`x8~dv+}g?QT!g z-02x}<{zpr|KVqhP&I;p1z3s8BTCBD(@0{WY<40n6BEg4>|vU<*ek{6q5=w>UK(jS zu4Buxal3A*MkgqNPj)wnyt(_MLJ%)^J;GH*r6p-8>6ka&?1-pVWxp~24EBVAjDtrV z@kY>XTRr{hIz9q9zFJR>q2^kr28DCe36BR6nItwu={cN50JG#nL`s}{%bE$8Q>oPZghSy$wNh{<8ixM(bdJK-1?(o^*TRo5?r|o;RF_Zqrd4O*A1ZdVbMO z#+?}Vra!bcX-S1KOJ$(lXl}~jU0Oe>i#)yq_s+|?BvhdV+Ko+-f1BYxOA0YPgeGxy zy-MEdClRoVOT^E-4KbC?P%#B@Yy3!SvR7Uy!Mk~y$N;8pv zfw7BJf4k)E1MQoT06fKr&3o>x%mzZ5W2JSy&`WncLYma7xkMsjxBg3Y^}gr!V})gd zc|&3cdDafas6d4W0KB_Xo8eSh$6W=72=)cwyYruSM zD6zF;NyU93%xE@GNz;`n*tQphT{;;+=MG{MvozY`idS`qRJO0R$O!+OR!Mx5`vcSx zgX>h1Is{BW`=QaR-^&7%AWO2hG?F6G9P3c#BsSEc=j=gK`r@eU)2r$=7`9wR%6YO_ zX6B(dx}TOd!wMiYg%SBT3{IS!j5g?5@i6^oNP0gv#AH@*HP&xt8_$C%5|4vjBgZEdDZ`vyR5RnKst z-sDpdujJ2Hdptu^q%WfD^VY`m&a_*P8!?L!GsI?7Nlq+uFwnQ4x#3(#A99jLLJn3`2 z%#_@NT5DL8gr_MXX(8Hic)(}2!F{Ob*S#|SE#ywO&(TG)Ac?^QWV|H|U+E31)9==w zQM^2x83yBqk-2E0s_S?sI6eH39hdLYW-j(9<%b|suvZUb;!wpe!p=YRV1t!knF=4a zHV#3O45M_UR8dCfVbHM99l2fj7HrfnTNkLI7*ERMvPtDzaZE_th#V+c9^sZ~>u}T9 zd-shICs2{%CQaa+)oEXAcDk~xSj}Fh5E>~_{;%V*&UCgv$R6*OQT#abyv}r`KL~<% zTP}W#=8$c(?@opgfD0@ifGn7@7YQ;8NCWMJR>+o<{mHMKU}*E#NWYuHy9YVvW4*XHL)@gy>oiXdgDx(SNAaqO z8hXa47-`!S&lr-$=J@vck_=#-)!NVcRb=vz4XBkczY7)b+mbW1NWzada8mupso;mN z!H-}@tw;N1tDP_)Fp_t`;hbbl@~e+u!jXMDWzQF){idT@ zPNU>s5Vt&}RS&jNE9m84p%Vryg+6ndA=q}KNzNQ@I8fSSbjX8RB|r?%!M@06Dj+q* z=hRuc#+>%6FEayJtYs~Y`}|WFxiI&pj(O=!;rY27u3CqrpIi=*ez9RaY;|ri$oITF z{)YfqXmN#zC;KmL)%i&Od!Ze$btr~$2cebR7&U^rwE_#Rs7LCLmEE>PrxKam{W9K6fj#i>{3l^<%yv9!`C+sXX$Sqx>cK7Ygr;k1 z4m4U59jdfhD_ybZ%#N+w>Q+U2uSHKi>xXysYXfdSddJK{Y3oTf3M+d!yXW_U3lX|u zf>@7nyif3DsYtC0+ahi@B_Ak0nf+Q*F{Tl_;`R*uwbnau@x}eq{A-Ts{*I;1mzaLpjXXH&sv?zneMTkTHy*^Q8Kx<*9R*2QLN%RyuOk8#Vlgz+m~^dc|Bt|g#c5Rb^m%Y@7pP1oA}|V z0Nd1Wy>yn+feOFCJr)7|>Ytu`l7fFqU46~)-0m*-b2?BUm&VXIA&1ojVeiDcfZR;d zQ*ar?QpC2zbeYOZa1jJ5Y*VH_kz?R}3~$q*S!Ecnq#V+Oj#5BSpd6wH8VfYJUPhD_ zLD7h=zG3EJzE1+XZe|4uxExn<-NS?p>^2^j64C9H%_shTzl!;xS=^SY^}){YY4_Bq zf>%Z-Vo)8MQjkKAhz8;?y=6bJo_)NPlC69f?*5bX+_9+9t%uOR{f zTdRI&V)G|rnzXQ^`O%r%H^w07q%Np(VPEy*a=t;SXtTVxL&C{?&U*DXtuQ5zYa^&& z2g4f=$igwSW|>jHRH=a}>1S8TyvqoAcLB-~!jIGEwLC+iMeC1TjApo;&ON_-3hvd@ zRri3i+#5L^{a)@H^+@6%kNe0 zNz^R|nw8#uwz+zjaDqayjwaNJ=jcJRbo|FbTT?}~TX_4qV;1k@qdtCYgN8oSDzZkw zYQIfuRDv@eMU!Og&Mv-Wrptu1{I@U`@V8lP2+3LJtv8|vS6kvhlo|1{$?X_O#Xjz< z{lg$!6&RiQ~Y2}azW81FZ@;oq)?vW=x7idf;$Ywol_wZ;%hS>~M-e2L z?m;fcv2iH9$5e5vJ>D7rG6T=43Ha~#H9q(m4XcNwoj!2m%{*_m;)gTR_$lwb@}Mq! z`cu8S_UmL&OunQiK(zg5<)l+Qwu)7&RH(%Cf4nk1dU|O>Q_^XF5vJ|ztD{`P6h)CS z7~!;66n%R><>7mo$51F=kcPQRZP4_vs^bxdm0&rZ#8aq?FZgk~3!1fRzk~BYHG1^c zsCYaW`o{PDQJ>g=K1v1-42jt%+jOAF>`?Y9U3PD!aC4!`$2< ziMQI-ofmE%l_Sylz3kU!1 zWS7iSZ%5@0PrEuwyBbYw9;@cm&n5q&!ljES8GNy!5uE%mVSYn7Tq(<_)D*AzD^;4}Rhl?7E5m|GTuK6=8Fo-t z@j)v(JOc5N9pDnc{05C#jM)^_U67fb0XRP9j)xoR^feJHq4F`1% z_JQC`dsmH{rV;j`3}b??Sv2MnpJ)$ROUBt_L>P9ki!E6h-u4(D0+`uuxcB=p#RGCD*?-2~pBY)EJycFLwd) zz%=&2416Ec|31bVC|D*t50#$A!ldJ73GXVx7f@h=J&kCfT$c5}`d&KehkwM0sgFbK zwx_4j{Hco~%afyL=3FGQpSu!{MrWxB5M;ge}LvQ+F*#S-ho;E}^ zcOgKXP{Htvquu8Wt*dAKV<)I!_{Y)OIV&!$r4_Zan!9U-?pFL6m6J;-B+Pis8A`k4 zGo6)Q#LEu0)ae_l2~W_+Aa5k(`Nx_9K{o@y@JPA>J*xE*8I1dap+(gk;7XbC&w z9o40{EY?bl7eUiFRr_5c;Zh#Zr!ZQ|H(^-jvp%jeujxK!TB1cWMJP~E-jf%n*wk(x z?99KKAa}y!cIF<1`wkIjbn%W0jAGpPtOFIt1A}6pP-vRbu}EoJDzjt%k^HmqPiLgf z0zS2#p}VuL8x@Yz95s9NtPAMI9)``ze#YW%O4ht5K|+-EGhLCjsms}Trv3u?ox#|8e;iv`e`vPF<4 z$+@Hcv=3>M%!nIdt)H}tE8!W#p>>HuJUS+!xyDNl<$=y9yP&Hk#Cqzkw_5I|xYK`( z#p={;Co6y?X&zD>JlErM_;~WMENF zoA+K%jCF?HD9211*UvKj5=f)0mQ4)P1ffbcW6rE$!MPo!I(L1tXs}uiZqB@Hz7Unb z$2|}r)&E;Nf$Rv!+5dI@>jee?ohu&GWd}u&Iq+OX7?TQ`%A0-FT;M|P`OoYWfhz)+ zt3CkzeDR^ox6t0Kx~$>|)$SXee&o`&dx#o2UXB2@fRmWrtj~1W?;^+#@Z3;X#YKDN zMLTl>nhM|+`j5K__r47G{(tKKAM^h@47h>4R0}XmV99Xh@BQq5fK$nD=E!gUXyC^G z-g3dc@c+E2mg}aLYlhD{e!k*R=t8slg8~cV&6auU2iJa~^PD`~NM?V2GH)nkO%pY2dd0^7S}5L3ga&>i z=pnv)z8Lt(Zw?=Mpbt~KEW`*?JJb-h555!_Q&}z+2f${&5C-PO#i!1_pP2NQ4hcgF zI)m|d@XrEcP?jdLf){!va&0pGqd*aDJ*_Oirw@C!G6fS(N_}|V&sXYQRCLvw(U4FV{d-esZHCI1Lq$JMv%Cfh4Ru%;X%o}t zz83}9-NB1*Jea3Pp;Ej(_R@jG^N||rupb-f!bmo+lcZgZwYS?lQVfx+W7=hNW%Kb_ zOOzyt^Wm$N21cL0T&T=zZ&I|}0K6?9GH}rA{R+rVm&K6io++JI2Y7vs#%M=fLm$z% zq%Kw+-FaC~Ow!xv)h&!ub3|cyc-?q!`=zZhSdKMyuEMaw9pn&2)l3635@{LeyA6RH z^$v5M#8pkW|5P2Hc-tDtY%OAbvG?yd%5eWJ17tbzt<)mmi`o7J+ zII6kYGPUKZw{F2&dvsK3c??K`fBPjV`ZRMnDtd$2*xK13SaGJJ+|FIVg3CGr(K*Bl zMFWzW^47Mo=PZ&*J`Vjh3xD^2g4bsy>r9Ky_NI=pa;a=*XUVJv*M%;`32ghB zIxM+sx>l=0MtOF#t`efJYvxoR5%MLt!}jI?nJJS4+uO?LSZ)d`9A7J;rZn<5^KNl4 zSQ}qiNRCS#8Bd(YVx@D>mzT(D58P*b2)<@~ua`eU#wH+0X?Xw}KnXPy=65%^?hUtU zh%v)WMuX=his0{YB_tL^M#ktobaKy-?R_6NKjZC`fav2wY%G!G2vB%AttM#OC$K`1 zu2m@C`SapS$0#WxHW2xmML6HU9pEqOyf0$MQ|{oTFLq1)uw=87tFtdx$U)YAOKf{Y z?|oF^$ui8@DPfq&aCUSkE3Ql|qFWm`nSP{b(G!no!Ano=b7(0lBwq~4D0FKN6ddKy z!J=VFw)FIBow&~A^Ubilq;Zq?u(nz>t=0Sc3#?gr z*P4WFJ&M6%p;#Fw;;0pt#AXf3H>Ll~|8bO1kL@y^w5hpC2F5-fq-H#Nj-Yg~BzkI4 z9+mtvFNd7Fzn6JrOf1#I#hdwQ@pPvJeJfv9W#;gp9SI&7!+HY5DRWs=yJNPepX95~ zr!jbAb278WrP}L27?<={l7fdjtGaMz6#bj{ib=nxz427z zeiE=J{3gb&Q|ewc%1Tzv9a%khd5FgiqezXruh=B~<}i3R7NZ-z?j|*nNR2-x~ErW@HVE@G6PSQw>U4+->d{QXmm7-Am59w@Hv4p}Gjm99_tSsNklkBOMP??&q_BSd zt}tp4>R^M%^FYSaQ#;5g*s=uRZaQ|UF23wO=b)S7#hC~ZM7s>yneR+c!D5e z4}iE)q>%L6q)jTe!$YE)hP=mO>)NsQUZFAOeWN$1%(gqC^za+vH?P|W zfg~ka4jU#Loh-ScBFgwRyxvQfQ584Lg?h2MS``8{xYMdwAmun2Oe_%z!C_GBO||ql zjrp(Y^HG20Pon@ujAy_<+hG4tAWY~SU~2g-MgZe22W7e|b#wMw4}#nfOK}OFx@m58 zjD&trClE~Bk=+lOzcilo% zA=6KT{fBX=+-1H>KNeHTdN&|GL=lfTMeJ|&aeBRMQJNE*9uCYdAA2)Gi)837J z&Li;%9A&2Z+;?%aoA8Of-~F-tzEXm*XA-elieL9|mE^hb$kg}wW^-Jp3J;x-uErAi zC@}m2fvNeF??K5p|2+aR%;!sZcEw+c`<|#YXMNauZ;eN!$Rxk1ZFaboB~aL+XVCf7 zypeYFK-Q_khlHosTyx4c!(6lO#|g%#?QnTg{bxTPc!yh@=M$r;WyE}yq1Hm?5`%3( zFGapIZ&eJ-i-x=Grn`0y>WX2vmSMuv0`|=T6KKd95i=vmG&PG^gPX`YY_c?ky@UD9 zle5K1^T?taTc~b)8kL_6x)j_R`pE{CZ$&`rr?y?n;6V-~y7olpz_0xY3weZBS1JYp zuu`2Ga1sIM!tjpRBk zSZ6&Xmi5^+3KH7!on-f^WTIwS`rUOP$pt6N7Mdz0v;+&HtChAb!RG;apWGpwjnj1 zLdN_bp$S8e?#g|?xClpsq3(#Afv67br*^1M?VkPB!KfJOd-o^d@QDZ7E8+fOW>((8 zI*?O=e+kYn6H<(a<(wzURZ2bMgo^~bodkkTyFI)}IkQto@bBU#OYXZIlY}EQ*K%RZ z?uB>}XkK(drgVy3Q7h9?P~g>rIUUCgd zhj*q|BWau{ABq060C*XupB86^P4tu9e((CE8i%Vy(lZ zTb=ee2|NtIchq8xpvoreAcuutn9lhK@g58YHMT+<`qM%kmSHaIow5e$Ad4zm!FNEC z)ar1#O@5ez2(ZyWDzo7)v!O4u30pL$DQBh?q@WYbr4u|Fx8>jc0|EpqQU0*!o}QuVme|-RA(f=_Got-p-gr8FL22+hM`R zq#9Zq4YhwxvMB~E=-nsw1OQXd?Ma1}e6s^@vZ0DyVO;rqfCQLuMjK@CpIluXCIuF7 z{rZNR6xd^-O>>L75T3LB<1*qmJ(9uk^=O|ku%2?J*Pw4z|#0CC>=x6B@JN?$= z{62s`j^E6DGEMOGllddc)ay|a3LuoOKlT8CI{xXhs-h2_-lJ2mV`pWQkG{-#`POPS z@c~H!^msGddD8cw8qi%!9LXHE_#lqB!j|eMLqY@{+%v{RCl${a(j|Nlp!E50Q%WN! z1peGQv-tCU674%t9GxS$QThHaB16CXc11`Iu=x%<{&^l>3R6iSIR|%Te6+rkc21-F zB+Vt^(Z#Ec|H-((26c)r6g3GFI``z>!UFM8j&~4patH46^2H?p7_r01SI-+dS?;s4 zX^8F>gs!$MML#QdrbMM^i6tH3U)dC{*r`cYEpkoqOZ&t)mw3m-gI>&OlePyOnC4{qZ%%eVYYZ4K%Wn&^${Szdo4ebC_G z@}Q^qFL2RD1<7wY_vFXIQUZ6^NB88?T>3w!rN+%S%nm!rkus9vG1O2Df9NS&m6c=~ zBM2LjHwZQ}yf{h@A`ql{(Fi0*F<>#uLnc``6M}5EJblU3=J}3ISRur*Ga@X9HtPGM z$tY3}qXIio=ZBRy@pX9V0*67b)T&rXA)RC+tOwGnillCe9m%O_|IGDhvDu5@EtBN$ z^Br{Xq*ChUG?!V`LKa_M_51XR0u+yvisFr>6oZ-C;CmK#OWhf@4C$Y4@ex}B| z&j1bpEZm`@w*=s!r=jt$=)RfrVqozPYoB@q537%XWjKM;0BHH6o0mMDX-!mMOUTa} zDwj4?&AY=dimd~-?5+DxJ|zsdy?Tpn!+0;4+Tfy~;mh3UM{DA_aa3}8_ri%g$)8f- zM8k?;>Jn)<909D_Bi_z#5qKevOB|4`hvgC!9;+WyNa*^;ake8-5{(RK@d+f}ziB6* zO+bl9<`|gg0&O4*|CJ-6q!_wV!J*Kyk5WS+q}0GQO8X^jb`wn>4LDwJQ&xgi?cT~2 zF7#m-%77JAB|Bpaht-Xw_A{yB=7@>d!5OYI=&KdFs5?+Jou@e<|GYQa<_I;i6Bva7 z=dvUUMdxs^uL!`2`IA(UK^>_3Xbr;H{}J>CwD}~1C%f7Ut!qW|e4#qSqbR&FD_*_N zX|_Ed1S;L8^G3n$Y*7={#Bc_EWnjr}cn0aIxs)Ah9&c-DZ|B6g;#YKAVu6@(L7eqo zv$lxr14r%26zpd?Q8j$DG(1UtixU!-p=9C8F-iq-qY>CI5=oa*QOwgNbY~YgEu?Hs zwD@THe%$MYFOmL+Q9X*R7n!UVzAQ-!q+z&vXabjFD|ThqSI_D^Ba&hf|p)Q|t^0d-^x zGO(UP($~;_fgEkNi?U<-ZI~9)?aG&xMF_2DQ&>oOO^1!#wwsXhb89)EFFj8FhSU|B zI0>CFNmfG#dGl#zMaoHhmG_wcFo|xWcu>`dJYauz!0mIu{p=7sW=z_?=IIIiK9!cD zRHwIZ)?u=~X$(Bf3JY@At#XU9an38cjTdEaO1_0w#oeC8@g}&rG zM6RGinxhS|NB>N$M^j8qiq0oX*Elvhj{HU45g@)zyB!PhTsK$l?}dj z<3oaNpHMIpZDco#iLJz7!|j`3PcjzHsjwsLKF??0L1Az6&D&J3C!Y_A14j)uB&yTQ z#r=#$qrzy2?)TeD+&=C6=Pu4`AH@tCg(ni3EDR|gj5Nf9WJwmni~d)FSG$?6!z+LLTlw|__YC%SzHCCF{qlESQAvxv-=1<8x`qAEcHgly?1WNk z2#gYzYB0g2F8Yf6%+I_Uz?*pG9JOZ+j5(f7rV>o^$-H>lY)SY z%6QZ@mmIsV>HoIySy<82wD;C2FdlFWJ=LK+!fy`ThVy%Ab!pZ}&yQV}8hg#B9-fKc zQd}OpOgHv|lSU&G5LkX!g8S=>JlIgVMlu)F*b_JD#z*423p_=An#ag zd{WC|ABF#kmNMU6HeBM+GsD9Ph>7IM5qxl*lS(`cb-a1bF?#GD_ml7e z8P}2gKGnjos<0~7U+2Q`;ni*owfl-CC+89p+uvpAjBctrbmF)Y>t-g2tDAVAm^`qi!;OyElqfn46*XUr$9+o?t6n=nKg*H!^ybW!; zjXzQ%U(D2bU5&K?Ff^1@;M{*cpEdLIOutgn-e7$z&e9Eh#Y_$j{ooTxd44yoF@+zh zelc9mTrcAT$lKd8&?n|{42@gw$_?)c4@P+=YA1>YQ~vI58kMkZ z4#(Iquqh{J)c-MV4I`Y{bC4B}UO|0a*f}a4g32e9e>s-|&WEFct|=nUqGhJyICv?_ zgO@v8Niz#@5WVDU45~!4|&8vWCGhA2fJTj6Fw)*c3r`vxH zOS^4XZZ8~@6DDY9N^t=d?OhQ+-!Zp@^bgHOCVUGV%Qd>A$LnYME?{n$*M#@nT|e{s z4DDyuWfxnKTCE(^<*m^Nhz6|op7V(hC$bNqKi+)NjE)+1HND{gn{!H=bN){an16fH zW0LSC^$M-^Xy`HreUrgs|B<-=G=LtU4Txv6EOfH6Ek?DruD3`1Z&#fJt7sE9|5#NJ&d~mvnbZcf-(1!%#ES00aL~ z?}zKX-~0PN&wAGL?su)dXNYso-utY*R-p&{blz`q2BYs&Z&21Afvq!5K43*{TJ1W& z>gDY2h6~MajUzQ1BJ*E&?@NvM0l+I*<%vfK=6 za-DEK%KmL|W@&TZ|G2->v?hzQ=Kj+f_}jpLmY)3`z8R+OV~v?+va#4dusiw&TxiBP zRF%a%l>SA_X`pGxo&HhYqP^Q>o!g-?;qm}$bBwMFLo*2A0!(9Oq@U`?wVrBZ%|3kX zy%Bc1gv;7YspBHTxMU$&Jym&|^rRA0Cf6@}FhL#TQx>y_VH8-p%S&9O&%n|I&~izu z0r6W*IIDOEti-rN!66aNe1sT)f|{Gl9z=L`l(Lw3-QSK*za4?jD!TDDmV6FTKDJ(> zU~x>3o!Hy3Ee)PzBcOSN$#))gn7R~ze?MDpu&HFvXX3;`cd9?;l%{A1;w9VK>$V)= zO`Kg}65N$f{ZKoQaXKWjpM&+i5J}}|g0nlEefN^57G9|>dUcwnJx|g{HS{K)0II+O z*4EmnUw%77=gwNpBXor5X^r!YuvRd9AcZ8R{w2Mg<;#_6%a+m^x4US-y3MbXh!+T3 zo-w0il1skLjVljZityc3UmVw|uPKyvJfh|a2&Rrcus~foXYI*%WvW|Nn@LJp_ptrO z(@I`hWaqZH_;``^+g=sOcGw@}rHWKl58Ae89kfm6ARO}6a^|hwv$dRAp8eKb^ww3i z_%L66*`~B<@&9EIO;=E}g{rp@tHJEi7wq4Ba@Rn^*M2Q&&E+V7g_;)FMRquap*8n& z&VN=wtls&P?Hg91(_foP>6}&H?9~O)*Ev_rn(V5j4%ltBtsFKLEjw#B z@8`SB*}z>r%;9;(GgCK(-Tbj51^Q)AEFw?`%m@cWOn!2@KY~~cTZk2~6vp{DOyVrZ zGH=8iQ(w?4Go~{%`8FlWHYdq8B@e7>X8EMF?q*?R=7)LeR>9^Z7kz=`(@kgtPtLRO zY8uLZ$GttQWo@$7RJYR(KU^sDJmt|@$hbOFCxowO?F`^Mb&mqDRQkzJan-)*iw)MF zn-m>gDkXRnROoeG1qYB-{dz3rMu`ty>U_@to45!%B(SMJ3xKwm$0#huI1c6yhYE8y zdzsVArf*QEYu}15M+dP&{X9aMgcEN1SfTs;A_?%KjaO%+K96qdGxl9?Hjl{WsMv(z z|2Ub)c<{|I17ZI{iy@(Rn;lE9FG;aCS+B=+UDB>}2*4@PQ$9Yd)%&a$jUxny*}dC5 z*ByBuegz#F?v8o$C^0a##&k*$@?I^O`DCpIRWdO7U#cRx=uTy1*WkdUF+;}(&ST1xhDT!=umha9&e?X)U1N?sN z<|VosuY`LAGt0&cs4}~n{tB7xaVQ{fO!xdDZWI;3XL35$`aze)MZ)tiKm-jt=u` zNg3&kT^VT_tfNd}wS~F`PbUn4?Ro!{j@>ibqZ%YTP2&oN*NS$>fLQmYPJhjhCpX^q{E~LW4X;v5xtJB?vcpkJ zrZObNPUJGN{FwzF(|tEs*KCGH3X@uOi*_V4Sh1&_WXoNxy1SyX^ImOR-8e3}d?wiP zf^{+x^U#sVov4xT$L&eihxWUQAW|QW^(85vV6T^p{+Jh+ayhH<&P!Y|;dhF+;A!KW zRa2~OPUxLfG3O1!Yl%D5OwJq8HWwZL$+q)lrcL7MDs`jr(WVpZs<*cNpC;_C7Tkez zfH#u1YM;%`wAkCFb@51Y876U?pH>0U zlc0i0T*cPF(izw`ECN&2dP8fTcVe%*M;dKrfiu=M+`qMWfs&;nZt+7!{LWHIGmy;| zU!}DXh}&q$krO4^h2b!5E7iUjl{()r+%BMfxwn3jm+V1aJi{ZPFj{u1ZgHq#3E)a2 zJu^Ht#dOq_QB0Z$2T-5P#fQ7Ct4bu>Q25%$`lOup<@S9$=Vo&lTTh4_F^!KYedY@u z0IGQn8rso@d6%XIRBKN#3ZQm_kb&qH1&TLX(_0liB>loW?C$G2VcvHrw>8e&8 z-1Nd960)Hf-1tR+uNlC!4&ku7n{D5l3*XkeP7%>%EV|i2*U^I^!9m7Ket6tEFNa9C zSCm#@(dNL07A#`N%XrtMTSXJhury7#`fC?Z#F(Y8WHU-DqG*#@YrNV-jFREG06)@h zd+5Sm6!CmMUj12WO*vj|Oj;YyRIVa~i%lu-w)RE0lV0M(D7&ilwup%%g(eX~**gej zD-Jc{kGreSdg#%yA};Ve)*j@Wh#U;e*^<)d{_|t(4vPV7mdNu)4#%OD2;a=lTxl2u z!yFBGCZc@C`)-HZ<`9XTEs*?wV0J#btx;z~$+6{QLlfUYpPXv*5F-*z&%d$FCr%T* z#Oy-YJPkkHBIv@w=3qQ+e|MBQ%>72Me?=vZt%n*kXY!_*RcqlQpQs;Q4lg_PB3mOi zrq_r1TEVP!2DIi?Uo0ZYSybTc@wKJ*)=|?7?_H9wagmB$YzsBaEi`7*gXb1^{_d%T z>*;q^1jMlMV{w6r)f9n2Tr0tD6XmNndXg5yK`k<{4SQuY1|fGHwJgO}Qi#~_#n8>u z0o(yj)@YL!OQtViDsrR+4w1UIpj?_g$?W0PPv_v8w8HFYQz8h{aP>s`5R{Isi#Pn{ z<+A3;g76D1iQLC$(kysrciru`RtW~&cbw&48Q?qKH>Z(WF2quJo1h&Oj*RXW-Knmg z+HRzU+GrTZl}m`Y=>`SN*+^cCgSus(L>?I` zxQ1EkuiB5VuS?LwD?qU-m@9WT@M3Udq+g(CbRy8AKvU%c(D$t`W+EPC(KUItG>zs$ zd=NxXB6TEV$G1k5#(B)~=?h{zcWJPu!b6ymb&POHH{_Gf&~^pkx)yKR14jW41pxy9 z4-fgXzLp&;vlu~3`BVNFoOHJL4Yqx&sWtMx!|Zpn#$U!J(ZGt609M)D-md2>ZBcE} zubT0oyBhxTj+K3}?scG;2G*+7hT+}rI5i0yLSoaJh*RX<0TziAsdW7W;J(|o$0P-e z)HgfAwaoK)hjce`!uPq93D|U_+(9L9beW=k#%y%v4gX`Orx6dH!J|l>d>>VY-P*bB zpAkDNQ}UYyj8%LA+&t%()M?dywpk-|`+^96K>5rC;|b>5cKI`_@c|wJy&npgwnI+s zrC5*KzbHqyJi9gkv6zL8rOlLlH97`j_EZkVchs;(xCi*VPbc-Rd?7n|!|B@ElkJo4 z?#Vou1+}RRzH$?P;V>L32Zm&;Y~AQ_#_vwevl-tZyWU)HJKPQAq?PbyE-jSb{oJ4X zb}Ft?4#axOo#Gw{WK&h@8#^H1MIYp10t^Ef27$_HE^LC*;^*oQlG{T!XxypbcLG8t zh6mK_ImD(+O_h}WE1Y4(P7CSLzb<&Bgw_LqXq!SpGqBJ0_1UoEdF{7JYyRn$1HhT_ z2a4x4W7Rt!(i7r9V474-o&|NFwYCZ7AW@Y9UQmZAkRUGtSf{p7P5kO*Wo~@hsPV6J ziVsJC;-eZs-=f_zSA9fJfv+a3foGt)(!k|7deet|JKYK2zqCRzV5(dDXmwQqwN-v5 zXnD#|Y?!i6vEmL}Ob#-xTr+3gE_hyL)MX(7L)R!7)rSGz%kFyo7X{`$;z+a=y>Nwo47146#R~)Z1V2lQ@;lUY?J)*%2`<) z*tAeC+_=9yq`XpL{;s+EsQlc9nE9*g z0(&v=s*c^k+F;L)5RbcJ^r~Wh|9i_y2mij}jfpt6lMA)uj<6_mq9$Fw%$C%|JIp{f zhsoURpqxXrV7FwYt}QM9xRKQ6jx@P=W2nC!<1u&DY-5J)sz=wn;$YT_)GWBKExZJe zRI}h^RhPlW7d9d8DuA_d+I&BMX|%J}v;A(V*^u83)SKP{ngz~PqYf8_IXSyKv2Nij z3VcG*D@aR3X-G?pms;i2VKyLtIbJ&>OWkB5hje0t6XWi$EvGizY4he<2|ho0GT@gW z#6w$p|Ahc9IlZ)2*|AFm07RBH%g0~p=w!If=yhOAJDNZBqeExofGlnPH?6g8F4WSq zYK+J)y`MMg68)o(H(7C)4Bx{6^918om0x;w9=9~-2shL9w5VMS!f5>LB(yHJ1M5+ zYD4U_2hRzgpBeD9n`4=68dim5Uji_&0uu8QtYj%@7n?M#svQKk$5EM6qn;xJwZTM- zpMK6hIxUjNwxCX%fBi7uWtfFbzHk(NSzwH5s@X>>Ho4~p)Ub{&ifgR~L#mLzx9nJ& z=}`~*rpPexL<6j7(&i;RUYIEn?lSu~ZSi{RPfPIc7v=$XKJcXcz+d2mSh&0pxQidk z+;uXXDk`kT)m{VGpW3LDW=xwYz4sEJWN;A%?0cooLtj-w?6tPnyGQ#h(juq$Dfinf zfpi^9BS<~;wEZ_LrY|kLKl@)SUO&(r7EFsMh1g{V9`=PSM@}_S?jsbMLOtt5ub6sM zN9xq;=w{1s7rhN#98-SHAXIMI@LNIl{OI#quTUc=d0xcSed2HkG?8Rv)2+>?{?|E5<59CD>*7Yg6Sr> z^g0}{no+qWvU~I4#Tfz2o}jRAi|s%pUxBRENaS0*hI6_3reb3XQ%xo;4QjMxDLxP{ zh$P^*J1lzZ*nT?AGdXC)#!1eQ+x+SxD+6}KgO_mZO8*p|;VF|sIjq~dT|w;mx?qFY zm=A4qj4ity+oHk?OP_?KpQ@ViIBzs6 zonfu!Q4~WSe74kJc#z>I%>zy_{mO@0z>3++g^prPf{Ns`x$Z>+RbOB31DG;Z2F;*j z{22dUvv=Z!!v#G%Ww#gJ8MSgR-LN#*7SjuE9F{wruO^Dn@w8qq42aRJL;tTCZfU6_ft`hdO2yHZsK?~!b)DYNMUS)ckqA&wrQ+56(uNP@(S>t#Rx68QMOAT( zEkQtQ{km)}uP!Sj)~-(#X5^~j#;Fgyc)e@?j+{GfDtg8Gheomkf%m~;tXgCx3(JZf z=H)7L@tajS-7AV3HMz~}XhCT|zrC~3z!6_A!9 z4`4nG@9w-hvaZ22dt(g0>GC)Td>_-#e&qa-i+SdVion^ex}v^hzlRsIm8m@kjBa89 zvHOV>c}y$Z6?6VT@#ix^i^${YxN1<8P$>@&ukMn(pr!(|-iXa4WekPglP5yf$w4Co z{XQg~gN{`!YNJvf{4nGCr#u1yw>5HF=YEr)y-T1+HI9}pI$BN@7C1cXoDKqWTioZW zz^S(~K1btCqC8?AI$F%rdH8#rBZqhg!u2-aS6Q@*zaxmH+PJh&tlB{?1fpS_=ZnI# zAMuMSfn`v9km5xIdj?SAK(tMxOkm2{gf?dw~(znUaJbyTz)oO*$S~^dSR)vGRwnaVEwrJ+A zvbWc)E;!FkFSm7p)N6H3?C9_I_Bn$x7Y8Y?KP^(3`hZDZXRwH8Ao8Kzw1xS|=PIg< z&d0BOrc;F9K-kY?gk5;1HgmgwqGojVjoN@%_*;%Enxrx1o%B9xxaYK7vOj8f&ZU%5 z3?;Q8aZd(cn+)<65G>1cT}gS=CEfPL;8{W>?_DjH_m1 z2)AK{_IyCR_5+PDtvwdtvHh<96@!TNa=|Dt%)%(u0yHH&`}`4GpcRbz!Q3~IHn$|| zcB-sTKfKDH!rj{ruiHRErxtKze&J`1H`oAH{ssF@zgh{%(v0eCmDhIF>r z;*l*aVbtT(NKe&>u0ucvH5Xm^dxM?H{Y&b@>5H*;FQXfkuly&qC-@Fn=~MCuey`wS zo|c2x4T3uIMH5^o`T?3oE|_(H)^NvGyUa;$ZbNV`IY{BOf|zh}N|Wv6mX@JPdRcMG zJ9{%%bM*E3(7d)=e|Ws(2a8CSgWY}~qHA_=$Yd_9AM~OIWjxJfJS|{64RxMGYk{x{ zc>_5wL=l9tF^ZI{n9Z3`GSkF-phcL5u3io4u*BZAv8iNk(V`NH|F}}Wv#*qG<6r9n z9H!`Woe9oBv6;(wVn?~v97cx(PpNj4;BF5FI$kYr){~SUJvrb^G*8GFkk`zzH;1lU zh4e5ax2E#TTMiPfxD!7_F~`Xh|RnF`=yIFt;ZeO=r?|m$_n{gTgY2F z{nN(vs`szTSbL9uqU=MDP27JrJjq*?T4lXjP|R1Nr#!FCSYH+4R#5`*r;I8ejL)49 zzMJ34uG2_@DwzfyFM?5&fg4xKWw((;?oobb9ykz4E3{oGmXFA^oy$O>!ao_<~2P(SnG*oXx@l5pQ4Y@ zUTq}lzK4+7ACvaMt6QG8J4cil{SXtQWbP0tzCq@m(06&b1`X$ut{)*=e&y)2K0IN= zCCxiZw#?&LQl>++~R5I zS|SSK!B<%k4rA=ElKgVohrk>E!YoIJFXgRWwZhZwm@YN_6?~O*)+r(DV#?33B_}6_WKJw!32yNGeWj#5nnj1HK&pUmw%gppG7F_ci>F8+U-L}EsnF#nV>H2B0FUXwPhi65}+|9Eh-#?+%zpQT&{IH;9GxwewU( z6SSV-oxsg@Inlek)ho)I@$Z^P{?C1nn}#FHaXY>xTbEfSzB+lKuHJruDOxpmtBFJcd2?#t=4i)HFH^8+H)$Q=Z?`Yd`RE^`|0DLjhROdTa)wFwbo3fqr9$* z77c@Kij7+;sgEvNAZ#R3od%o+3AHr^{yC>VX_8s&6x-@FdukKY*P8`%ZNm!6Y#=Ajkq^2hGOklxtfwp;roN;DK0c& zV(!ZF;C??oYg+eX!VRo9DR{d!l=)0%Sq?lVEtMm5?d%5cMWR~yPz8_sdTlP>806sK z1(pk$_9w>nCiMy*7?o0hyFM$DZ+Nv4J5MWjId2ZPzYW$!Ur6WdD$bOMu&%M2j}D=6(JNn>#sfd_vuzfHzdvruPvGsYf`y~G=J@AVB$7T zIN-1zROSi&`h8ML2`eYVgMIGO<6X#mQ9-zs@SU-PCUXn@M}$$hvGl@~j&qN7(5cKr z26d{`_p55Gbe$+PMn;i~U*^`=_Ea5P`kg+oy?iG$hW}`Z0CpYY`@X?49EKj}j5mj9 z2uWMfqEn24b!Oku;@CGDlA+NEa8zg zJnS}!ySv21L@Xj>!maYh9o-Jg--15-hRdTBF3t(tKIw0#By}$Kn;0=#R7sN-$(8#E zi39p7xN*y2MnI>U-^73`x`AI z;69@B-Sa%q*~gm`k8DUE)#9C)`PKfZ?KyI)hHgS69x_<^(w5cdvp48c`wC;RXRZeJ<+=sMS5A<#3-8@2Jy#^I_IUK zhR3f*9>CwcJl$QLHjANW@ul2sI;lR3n88QOAC_pByrP)9W_=eYn4WP1X&=3928bPA z;pbfvVap0%i|eI7v>1k;{x@v12|0hN=|Tdb8}{^Sc(*EwY1|&-#q;b=OTMx6UH@H~ zr5a@f()mTRa#h*Iq9ogOp|Gxmr}O8DJN3GElpm^ulHe1Z8A)p;tXOPbTKg!bumUhy|S|c%?pBXj@Q$=ui&vC-!-dd z`$(X=M-1H2uaf8EU}>)KrW}HuNI&>OhH&bcVq#-_jqr_?J4BeIS~Qh|Xl+8lT)48; zUAdZtHzsuzK_S)tvDFN+j>88nvV;wteVkJdD?WO$RNv((JHb%1;j@sKuM_)2ErjUx zZNs5_$sF)Ca*Wom6*3-O1nr*qCy_v+v!a*XUOwvPYGzLaH{S03ngDJS)RstD0&^ik z;e47yb*Mshn>aR&@O-neK$j%XozOK?FAmMKBJ5bzC0NT_N2F% zs?{wP(QTaJCb5U>Bnzez6k zXo2(qT>lVHsTSj_skL1F_Xz6scTbLHel+#^_$EBxD-3NqY}a(1ame4)y?CWJF}l>B z{t41=s-I$T-OU*t9Xe~NntV<`d53?i78+N6Xy#qT(Y@6G0tMf`B1tRC`Tc4$g?2&W zD$?OW>eG)r*<=t@hE6Sm#*F|5L>Ltzk^1`(#Tq$8hPap-q7;XY2ZPx(UHt{o4CE>6 z+SK1B$BeFNM;=wd(>?~&Jel^?gf!SSloplGY-?zrV+<|9Nb1Z8;|U6)bAlEKCsQzi zzwgw>iKIDWfZPJZcVvqJ=-3B|S!p4l2~-~d(8OUV@(6Ju^V-vghtW(6z{@tZ*)lo5 z?)|-%F0IYXcZkWk4s(|@1R^V2tTY`l=@gUi`mFvTxaPKq*rkUPo152&%2NPmICJO= zaR?}(vcPaurva1j?fQ1U_G;q+j-`(w{*O+0?i$Po=$jhMsb&*Ds89GsNH?j0@a!&f z;yv-6vvrBD>uf*=)?b%ZhCxr0f5m$zCZ=$G1-&g}8?cw{0ulHU%w(mTm zMps}ZGTgGfD{4G-^}X}AG(3pv%g=z|CT?H5Dyyc{t*jD$?=gIa>eN^R)5*sI?LDAx z%e3T}Tn8G77M|<}de0JM+w+M>Ip1igHxAk)$XQqb4q15(8(CnZNFusWG$j>+^P z=7X5rw7qHPCb@ntr7O`Zi=VX5&7zseARqfi=l8Ry&7M)5Tg*OB3xBLP3`lHa3 zTET*7Sp={J0{FLfprWK1!ZHHnCu$eId#3CXY;zzR*c=1TQ0HTfN4_Az5C+X9Cn3CA zia4!_zB03lJy|mac>{73tCDRO*HNt%k*yU`e#;+luaT|C9M(H~Z8f8@@u znViijgvP#2lNGU!0jaLwFKv*aK@Uc%`|%-m^%8;W;eKCEBr*faIXB9=#BU7;e=xj> zB2nA3u=CVPAB87)m3NXdhtd@D*TG*h5?swy`tM(RA80>k_Uq<$SgO%53<)_)=O&Dc z<&r{^<7&Sp>XrTUs*l+$$zislTvx-I>y5U#1*ywz=gixPVBlqoR{V*pXaKT$Q{c$d$2y!Ui zit!ZcuNw2IHw15Y;hWSy8Wq?VQfTd;lYhRQ*dz05}DMhQM5tObaA+17GUH<@5j2f0KXv{LTNt_f|L{dQV_D zLS2?(CSi2sNaFo<#%Ym)ZPtr;){FYL`~m;ymfOlj!5d5p{RjUD8ihVw{xtu_aOR(8 zxo0$?U>nwNdGwzE-u%P-4d9-S1aW?9Se|_9OYrOK+$I~;`MKVK@t*_y_WITP@2>aw z&!_$I`5VIr9+Y)dmgO_bCHK)gZWu2J@gLO8PkkwW6)?k9T@w&rH-T&`SEzq{`TF>h z^S8jk-xyBbGxz)-@^5`_`Y-UO3D@`F{!{)2e>?o~{Cn^}`2X_1nOC3~MaitN!#amppwHYJ z^~i+GC(TPoYJ~y}CON=$w+~N_R-78PL8^}Cu9cKL7YVgM=|medI`sWDuY39Tb30YI3V`p%HA=D!okM)+D4pkT zN4%yDt~=nVSK!B4#^VJHh8YgF8~Sx9=G!jK7iAQE7&aDj@2vBDjZuUob1hDjYBcI# z>2(NeZLD~=N9SersMES5Qv{+vl?2@ukb+xH+Tjzf!wN=g#O+<0C~t@Hr)@Y&O%EvS zbdG2cmNO*vugRW-q+>yMX+BD9K8&U3p!@!`%mBwsR)_SwmStd9P#1*;=Kx%wN7Y1T z0IGKjc%@w94zopQ0EV*B`u*MPByK zWnu`5MwjEVA@upA7(|cy*evNz?>iZ|OX~->0~YS}YmdP>BUfXQFrhSmBcoTqkkim^ zzBJ+U%q()Q8m?#|wE8g)?c}Et7eP-p3S_g&QY~Z`rgEw9Z(oE9=~3yd`Wv*${xH$E zQ=z(&`pMlqzQd@%YvBQppqxaBQ%t8vt^EA!nd&)oWHx^AJxl_=7p(en+d}2hCi6Fz z5rw%1$HlzKr8g0rj&_3+aQ9#wh*Jm-M7tW>T;*f!pp?5z-LJi3rP@sk6$I7(x^NiB z`QH;PT`m!Yhwm?dcyY3@W)<|&%1JUY+#phDO8^#e&2O)1R{ zH&Za3{9-MhtBsyY`hXoOO(r^0?pVm=V(D8}JTqlfnuIvVC;O`wMXzlkiKIeXb?+~Q zVqJIqq9P@m`-QdAPY5^rJ_^`bU0lv8qRYg&C#bc|K=dC;Tc_rSBi^( zpb5~^_WTL6NiE=^C&&B<`#d(sFZl!RH5}ZV?j7!#|FZtwyvKio`w{*IaEJTmAAGO> z?t72_IK%ZHx4-+|`}_g_*WupzzWaTb{}=OTko%$ToA({>nft--nR{?Q_&xZ$``>Q& z4u8Pkra$=q^7mc-uQQzapCr7?-{bs^|Mvfz|AYT#{&@b)|CjZCC^&FF9*fzOAonL9 zQ`{q}dwxxcCV=I?jP1XS@t+#;>oZGtl`8=It}XlSZ*2izG+^3>%KrZ^8WP+mc4QPu zcLQWyJp{#aWvf2fZr%R;+Wh0Iz|UXu2i$8oxHsK9{9&kB8u%rztcct*PeUfHo;XEc zj(pAM0a-1^hl78HHU9|PXFcd4p35Vq_tMA~$|i-st-H9BUTme4p6b#b2<9e}sz@OBYW>Trb<4l>@1_x>-uSk)oX(YVKMG12 z8cNxN-x?17;0Gw9izej+0-kyE?jJj-d~{{n!`qTrY7F6TK6O8KKy4jRHmR zdx7LvjQC67;BWjlbI<=F|JL`W{{nxSaD5Npz3w~y0b(Tk&E!<24_-k~79L;kJ*fIs+e<~NUg%@YD+NOeL)DiC;Nz_LQLHQA+AhyFn4 zaZ$<~U7hu_!kRBcjIBK}iS!ZV1!#d_4VSvd1Vct|pV={D2WFU@7#MiX7Y^H;baIBy z7s{i=ex{cDSw4uiWApO2NdBYm0i6GX|0keWx@VA2V|nQYcM zqsel)NxNwn{qn_F!GS~S%GxEYq;AmO!++{3;B;|^6xhWFKnLfL@dNB!Qdf>&wF2!u zs@G3V`*yJ-r${LZww;O1&y}NA>SUFagbU8F754+u4YwOQtL60h%ZH{C0?CYHmNVL% z`~wr+=ch#92m~}Nva^gX2fZaR$L2Sb>{9gls!TGCzMCLhZBse-Ldh40K)^yf4ddt_VvWJoR=w+wqkEv$*3+@`o+V*GJZy{p@$XY2EU;(F8i%j!E0- z9G*UU1y3NR!wH3X_$ouBPd<8uGTVvnAgJSQRR%+uyS$vCnO5WIy1&BJR*kig$PVGIwyJKYbTm!9wII&ei}_PgUg@T%t>e%Do>yqqgG zl{7SOXVm_s)WsP~X=8kkM#LA5^BQ-=Xsc1*S9U6qJfC-B7sM1Q1o`@?EyEV%uM&yQ z71#HfEpZ`MDwJglQPHY#(Tz@KH9lmDsne#F=Gqjbd}T1X`d$VS*+I@?kVuDx8DMtH z(LP_%W4I==9{Ij+pW`<4$-E;Y;)ZF0Sqmp6|Fu6|r2D*{d{V1guAPix-K^aRfZ;Vc zI)RST0G_mlh_ z0M?k!#K0PK zF9O3h{#`HZ3Ft#3;Q%O)70{Svak@&D1s%Y5+!$mqCWHX5n9d0fk2n>(vLw1O1=&Ez znK$8eThN5nIgTs87(~9s@+vW$H^N7zEG9bF=z*KS84tZRb+H5Kfayf)n&wHLHS!O&r-vAD|}@AVxmheNxieUPqO9e)?~~kdVDj(C10gqiOMON zRHHQNqn|}q#I6Tr#zNUhw+?V)9oF!%zEj8(UB2(CK*vK9PGkplem20R$MRw~So6pD zw<%C4k^Q*yvme~#$!;+3kAX}nPjvpitK+`czfJ${^{)YcncxG$d;Qz=uL1w{S^paF ze|?SnUPve#K>r66hyYHV4zQ}g^wU;|Xk1oY`j0peIR9IdJ25ZO~xTNX;G3!KKoseU5=d_a>VKPZm4=ELN3{PW@iOD zHkzP6Hxb;_fsP$0bZ_$f+XU|gCJN@AEEAkHZ50_1cdr7q z7xqgM4a%e#i%bt-8B}y5frY=wQ3zNb~9$Ao<3ph#Bd*lE;)uNhJ46TnUsbXuqvc z$Lnzzcce$Aue<%M_#sRbRqSRz4g6l%;gz$3_5qFfN@TR^$8V(Vpg!rm9_UqJvNS>d zJI{{+kEZ45>~UsU5ttenY3ItdccAZ_L~mxxULEh?M4@{Z1BCae?$)NxBaivso{M$i zz8OhI{SFTx5+F4-Ga|hf3Br2c(DDN$ciVQr1i~d?J<7o$VqJUQ^+;U!eFMU=j^tI~ zsc|xFmfZr(zB$(ytIyO%{z_-fNYyV=0acg>|9oC8{pQf|(|1%o79zLW_w%9B25c0+ z8o=ma;R*HvSrPQcdE^h6&Cl7(uLAU4fC;+T!1Xd+weT~WBFXl*zW4~q6_mXz%m&&b z8wlf~$qJ!D2;5ovHHtXFFVbFwfr;Sv-Y>+rg#_2Q!_RFnb8w#NGYZAQa*~3`d5Q7| zimG{&^OSR(jYQy~?VIwJugR1MD)f80_4B=~vcdu;?P6Dwy9|Pm`~cK)R4{J)c$Qht zmBQ)vFP5#Xg#<%6D$F7kOqwk2^A!$M!+DZc(|TWQ<1C%N0dN3J$8Gf$*DFXzofs6kFmy zetfK&jORKrwh&&jFQO}_ZzzFA8SM2@v?X#;SIYb!HdqtV+}YOD#Y~i-&WSS z*TABH@M&{hdRHTfC2&Sz=)E8f_H$o5jsX8BT9+tWgUAM5xs|qaog>ViPaS^bL}5|} z=$tcdbV*ZhE*-m%(QguQp$CYa>!&KwrwXYee% zOcfNCZ?o38#cSxZd%%p1VAy_&hhP|WFryfSF99qU{KSZNHb!+e7BIAI4Ba=cekvLp z;$k~GxmNZHxXp_#Yh|Wu!`i?KaJgcbU_#Qu^Iic-vWEF
3F9R=7c848la&w}3d zjAMAa%iO4hwW!ppCo>g%mIxsfa|H+7e6OvT_n22i7~e#;ZFV;bXg=u(tfRiNwww0nBTV7_*PbHqFR zkU*o~f1wvP1twrWe$$SCbMxZv(>}d{c0e8m%mu#+R!A{TzJH=ThR||S?vW0{kfhd5 z4}Ul&eA2RE?uaa?8QWeGG-)?O`B9Pnd}Ll#F>BQ^irdyFpt0!XfWs_LhSyXfPQ8_! z*P>}+{aut9rRhW7V$24;m{{49b4k1HwCM`w;~v|gq8+?m3S3>vriArYlBab8jJRjf z(o7EO+_q1e5lC1k)nf8hj?9+)VS>{s4l9IitnuT;m3I9r4}&Lm+09Nx&!^^9jXf0tB9BG+<%}H39t4#aa#aC((ATl2((fkp%Q% z67dsutj@Mxt zej|27T${i8%|+%UL)(Wnq;2&ynQ?+I#d)qSdU0a9iwd;`{{$t zmjVHG5gB98CWi~g4Ogw~#V#OOIrUJd1qKN5&)h8|Gcrilvw0}dtJ|sf4~dQ*gSLW6MT@6s6DzNS^_w;`3@Z=eKd*H3 z{kh>Lth^0fJ$NxqDIX_Q6Gqfoex-z*s8=~E<|Jl8+tS8O0Vy2)0yMmr)ntSfrT{iVu3Ym;GTO$GDs~jUO5b0P)0I&+}7L{ID9TFPV9K zEh-t!bWH-o5<7VAa#^(L^a@4YX_f_6NZ)Zpk#n7_XCY+rh*()&&9q zikK}^T?>KhTxHFJF!mF|FYUY9l9e-o_bSDYPBy#7?gY_ zH{wy!`TS~dMI4dnB8M4t;f)s7KD=HZnrp>ZASj>T*S2!U*z&OfeVV&N@C`W_YX0)M zoT@^ymTW?8605+bvKat@IqRL#YE&y-Ud|Nt!j2!Ppt9h$Hwg~`KFj+U`Buh_`4qme z{(YSa0$F=mrZ8bA_jsHlq|D!9V=mk2uK0>@=A3kJP4Smc^CP^scsBWZP`{b%49sZ*E zq+yIcNCex79WIzYngYSe0iU*+15>=k-MNBwP?faeVT5t3py<%#x5LE=$>@CEE8s#4 zCE>!nCy??{E0Q?<9}-t|V|9K49KNIy7F%`{?+l({KxWvS75%|h3u$FkTQP}8&xc*P z{;X>XZ(6eE6ykl9ps)3hpeP|N5-Q!D3Zft& z(m8a4bcaYtBi$e|ARyf_bT=Z+&?V&z3=DZT_`J{ee*g17=epJ`?tR~Tt+i*^d#|;A zcl8aQMWs~kFr!uElf9>^Xa1loMI!r3++w{dQqQ)!L|+~Q{&0+Jk=S}TV`^g;5^EcA z%AX8&CDta-=^oCiY9$m`^W^9~q|x;0_)@9cD?_R8UGHs{QOVIT6H!PB{=)Sl359(MKZd)+QgiQS6SOhio_BPdZ1sox4Z<0Mvc z=U6+A>{l4)%VC_|sX0zy04sY}Va!<4uc^&yG_mH?e9h)Vlr=qi0@Jm|;f7tdVPGVK z;k-3l}t1b*oN(cCrTyU3-C;)K+R^o zi}6|38m2=c|Llq*$CoPhE#fQ4-3Gz~>w?N6wPsPm?6ADZ&a*u30}Lc`?~DeC6gAbi z_*jbO5o00*yrj--*|puQF4@lFg4QQ@1{{n-Tk zVzxLp$lfzX%K3;fX~4ufx~WP4;FqMDTLYNP7u$&ib%u)@n2WIy(h|fJ|K%k|5On~B z_rn*a1cKDDh8HzVS`V`GV~wP%o^pLh=jX3xe{+8Gia<~-ZR=$&W~l$*Ftkx=tK-S# zwkF2LMt@ApkaeZF+a}%{dDO3AFMc&!lHECg;yBayY1)ld_E_c?LmLW#YarQBpzdv2!W%;^_bfEa!g&-Nd zXkDKaCS7>RO;Jh`Vvl>*M6GYxIX2o_BQN@p`m`pZFsG6&+9 zBh9{N>D?PHpGG#Oeg2?D+RuG5(Jy?_T7ug!3oEhP>$YzCYFSCa76Y@!=^$hcbt|IA z6W)M}tjYeVzo(cuEIFWd6}2&XzAMvm-r|Xa)cJz8>6p6#%?7}Mx;5&jw~&}_t=4Mc zUNmRd+Uc#$)>9s?Pe50afPfVJ$D2Beb-II)>fW`COpb_BHa*kGLV0^aWi$)6kog2Z)K+;yJc0-LkX2)Bk!%IVc7R6V9X(hUY_pN}+h^oN$ zQtZ&;HmY;BB>U92kjU>P53xOp^G@G*9JC<(QZ0fO1}KkJ!!A!@KA-z-#jyH^eWpwG z$80rDBJI$-LHcNXJCuw7RzGNq5#SBbJUQnQ}u|7syxR)&VrW^t;RNpMNk58eeH-4|2|ucitFd+f|2z0 zbJ&{S#@cTOj0E7i<1->uv%hgqI?a% z8A2BKejtDK+qdMfyDE>q~1av{Q2i7sm$}c`X97p$pMNRTVYuL3+v%3GPT}OE)aryn#cSO(Sm;mw zOe$k6dY;kFdDj07oqc~IQ;SAPm7?#md-O+dNOfZ)_l+ohk-I^5NPORej0N(=btJ}= zX$)qD^MKfHq7N~!0#)S3z0rtI)q4(c>(??w=8gu z-n!pe-Wq}OdW$Rj_dC#!yl#(1JZF@t287jT)OmA)8hD?xpoR{o!%;LBob6%OtPY}I zCw`i7nKyW#-YBY13Aj0w?9s5A;nJ`-G7am+`|*yC$^y~ zuUJ*%F+Y`!z;?{I8E3aTWyMh*25%C`S{fy6f`MDV`X&*(!TI)U;A8b5z_eok}!0 zzE;@a^j3@Mgd_(QZ1AC-;9K$yEUjYvN9o?J^_PBQuR`w>Ew^j9uBKRjO zZ1oE<)Z3A5xAD{&MatLIIRmdIOs{^vH9xi3Auq47D1x)vCJR5MK^foQ%bXa$RSC>_ zrGxBzkJqWXL~S@Ukm^V2=`DLHh%SGXeP1~1s>59d63~xy)pgg~(+Y-H_(39IwSDt^ zbM#4SI;imY@Y%(Qku_g`_kMB|i8zjAc=y0Ocvm{gYX&vL2gg_`~LM?s+ zvs*4O-O(p04a&Ttr+!qW{M;Vn_m&*v^E5(=T6fTn80GyAXgPjsA+89|pOvm4db=af zUE&&*Q(J~Ow@A0~)rnZH{1?hB z4NN*Ky!h?%z5X}Cnt{FB;9-)tWt-xn@jQWs*6)Wzo)&*10GU@)5_c9akFU-XTVgwT z7M`Tb1RbC6{DN*|+-o^KGhEJX%7moo0}-j^<3hfreob74n=q~(okci z`N**_^lQcE7`qYe3m-8k3Ccfotcd3$dBf%N$Hr~F(5DAkx*yGAq;?$<=zpLd3MLNH z`lLy}2iFrAr~Rxf=r!|UTn8DTp<#8Z>~SPZ8L;~HeAJ1eXy^4xgsBY5B*6iQZnUG8 z)%oLH29AiaPNH2=Ve0c9wZ*HCUGk+Rbdg0>I<<_&C~-YxUF-FpjT4M|^v}FBsH!E& zd<972eM(E*wq~E0pBj!GUf*LAot?%w1ar)ddu-! z!o6?nv`wcWxeU4tWji!eXLkDi;z*t{pm}tpnrx;^=LCCI-Zz^Lj8#Rkiy<>!FIGER zX&<*XHr)}Ju?18xqSwMR@~X#fQs(tJv>+})z|&RS_-km0#qLq9lf|PErYNm5A$OTm ziDkTyG!Pd~JlA(w!`+=ys`Xn=pRypsTtypXqv3PU%kBvk1ZOHz^`CM<$^=wpD7x6U z2H|Xn$K-K_Sz^vSh`=$&9BPK48l1a}Yd!GOw{colg>&mt7h7m`EyN;g0H9Q*R15G=S}%5%Qs7!c9t9Mk|}v1)h^$>)Q6 zpbMzxryp5*zU-BHi@a9Ot0eB549EgXPJ7lW{Dz;ruxzo}e4Ga=o0waCU&N?z$uQ?v zy6IrHw!OrO_KLRLe2FrCQq`^|b_bQk5eJk+PE>(9ZlykjvXptt0~xp5P$S}b=~ z{Br{)7G8f%U#M%%!cOFcO;z=5Ss{B;%G>K3yry8Tw-sj&4ZvTCzt%#@J?zavuTvP= z*2f5M`{1KlrO`?r%a!Y4drFA*g3M~JZ8F}v@#HKKY0Ee`1dn4;{p2k^N;s{w zuF7BE&nU0P#vz~LGqP22fKg5{FztvxbY6h40=JsA$Vv0f^uS9}TL2jqGk@$?jrEF?P4x)3cCaW1f8M~%>!kVj zQ~tAo*#g2Rzg-bBYb~43AGrU{3ou8!SzumxA=3Svp?PA>FzFCC7tYjFh26!NX(SPS z7XnNUZy(|kD(#FksIS}mF8q<=-)B#Cp&1e?IkS*8|9~`C>V;CKx?tF)d>zY&tPOT05i1)o5Dh!ML_p(E#idlkJ$%MY|!BPd7 zcF5^v2;&o4h9|TpWwxOkW)k(*^@ra* zWj`j*J2UHQ%09r9vWVg*+Fj6|mhjkc5)j(``o;29L(=SyYtm9;M#+nT>GRR{i z7hYXpW7hNCKD&RK7zUp5SYMh*{3XP0#MJ%Ron*}wqADL=tW-UL%?0#ok z=-+i0=@IWeYir4@}F}dr_9C9(POw^un#?BssGqr66W3Og- z8k%JY{iy0p!<9bKnb*d!}neex93WrCvNxoz1@h@vxYk25rSCp55qmz z{oZ1_<%+7!@zU+JdC; zN>*?eAGOs=^>O*C`dexG1mZ_x)>R5x4bPwi$^_ms78%v=%}FQh$6DST>3brV@qUkX zWY!By^K9+P@my-=`nIJ7ehui<>?8km7Dn2$(AMkMyY904E%2Rwe)uDXa31$|0|-su z6Figq!4<)_1vLoqk;&E{!i3yuirsoQhe_S6$!ioeOr^Fx&7t<|T#5pR<{O3?&Opj> zcV2@^V0L_MOHC4aFOTy6z^9XZy#(P5;i#2f1D@y$&q>;JA1Q9hElu!Nz zVWQa2ilghObWk4piA3jNDwMY>?A^7})gjWDyGi}C(?xSmY# zfvDD{{M7tyniw$^CnSIUJu*TS8 zyou@p{t(aCu4uN;ebh2bxVfug&{DD2g8?M7tc_F7)1B40Y}GohWxH*m)(JXR4Lb(2 z|39KQ*!{|-Zj0EwBOB}D9~bGOQ4733j$%&3300z!GtbDCb}VKa`71^Zpw;UK$}En! zq0f7pM>rGAyT2Dk=u~+v!*2ZS1 z>7!!Y5?dW-uNS3kol|@>jM?A#fj2y`&^L$_+4kSjcJ}(+_FF4K2VTE(`YQlv)X?m- z^q)r8A`;yj(LenGqW&MY@*6sSGBBl{y=+IoN1!QA4H$O^^~93Tz0oDvL)* zFIJZ?SkTlj(+D9OenlMJma<-K)nc}=4C-tXj{+=Ho)DVchrb8^IMH_P+~`|*&$sp) zN!t&6<2(8t*NfNvZ>ea!4+LH_=qYF#Sn@}DIAJkp3wLa`yOS=!Tn49tMtFO&bLgv# zN$fGBo17eg6i;hxh770aZ8_xJ%3psM^oNiBHiD(R@#rY98}=EULSX&L!p7gi=B8es zuxF{c{eg=G&DneNy5{p5v8Hysu|yQ-2}qCE6gy**FIfgm5iy4hvQG2XBC-crTYfhB zG^S@_k2%tfIYJe*z&8XylaFzi448Gz-)_5=_X$BKmueoW)8XaJxl%W1_v;C2wmkTE znAAwL(8W{B3;wC+n?1n#M({y-GL-y`P>0IVD7{gb!SmT`xLFxJla}>b#ajz1PwcTt zX!4{vt4AbISYO|BwAGG_^}%PpI{F*HRF z_~&6EEc&|dzP0TaWH#$nf8)$d?*YYYJeFNGe5*QRyNhJQlE(%R-#JvNb;PY7K}YKh z?g7(bO{mL}kvy`Qa^G@h4gSrZ@Xgm*d~3EJE?K(2XVQ(c#CkhK` zTTyvE@j&{4A`{hyDwSjWWw8Dfdz1I)=rLVLZ|xo!S$!1^scT^ZY+dpkF#LrgWwe<@ z=-(?1K6`21wLm~a@XdBZF9XVJ|Kaz08QdJGw5@ie##*c6$%mQ?6L6lb2RkLOVRazK zblEM{5h~*Fq>_WXVbK`-aqy|UOZC(_+P-C0P_q6v!9^n|s{}PONeuZsFGc>eX`ejB(melvg19V z=2FfBfnxGA2y3-hx$3R>FZ}%-Xje~(`1?LYSMGMV;%^-rFMZbmzo_NpSdHv|Xr!T= zN}?VQR=X(E#HX}kJ1o#uPm1EB<9p$)Wc>148Q8jdC+^Gki``b;glNF?O0w@|Trtgs z($H-=GS31N0UcO??w!|3QDC}mme7ktlJ|G9&0!N?#QPSN1MbXF)poO#AGHikb7!!V zmv;|QJThSWCg)f;!by^g&6b1LQ)4|7{vDoosugrW^pfo7!G#I!C#D#MhG)W!!JM>= zI?b+}Tic?Loie`*MakpkUK%|LzGn}F$zCfLTajOsT{cu51-_aY1puC~kLtM2H#+$k zOwT2wZ>h2yWNfK;pS!4fXSTfmxih8(6H!WpXrV)tav{`Xxw^_zIZ*zG0UfQ%C#8lbCxu=J z-||Kxw?9TS7oPbq1Tx;$XABe04>KyBnvc=tuW=v@R!?$^e1t>O-VP&B^aTML7;oc^ zeMTX$j;l@HYDf9kKX)qzlBJE-lE4PuQDE~u&A+3AK)?A@BldXG08#nxOQWet)hXTb7Bxos7(Zxc`vVaZzi%O58Kv z`7p^q;fQVQI6OUP$5=q+N9HAbXq`>!ma9M>@0#kUMJyC0`cy@L-GoL@x>+^>S)Ur6 z%T{e^IwG1h$@-!ZK|tXA=&K3O%EH#$d8-#N)i7(mrPG9X(`o2@WN$@rWB%+<^x&8U z)rjtrhU*(gf=r#M*=`YE=S(*67rl^ZJ}qm3!nCW47x-pAET(I>cHOpqL&Uz$&AODm z0GlaztfCUI;t#V?Zj4R`2((;|#tiVc#ruQSZYirIIb@mbA)J|o*}b|{vMK-ob7aMe z53S&fbI1cP^&LH74Y%{=5g$ZlT+lwW7wjqKV|Jhp#%Y%Yo-g+sWT&V(!S7H4P%8+6 zJ*hwFnGd7t!&3YFFySDTOQ!^PDyhqOa-K-qEBryAzE&$^GEXryIkJ$m7QhHRVfnH zbkudqw|6XTK(*rtNhLg z)07pM==(YPY)}BhJF59cwZ0aXJ)X4i7vteXV4MIL&ro7FXGM4YzmJ>$x+@c>OqunA z&i7;N8AN~)OswCSGK)hOw)io1q{dP!+H>qtoc4zg4oXT}heu&VtNtoK+4~D(n4zpj z3Nr9(oq`8-)A+QMqa<~wYmPs~aS>WCIbE}nqllau_!SfdAbm;s6#Xzm#Y@U5x?uJo z3cz%Yw2l(mwJUDaTP#I5{#ox=D9&50W&iLL4R^`*j*UuZqb;bcLfreg5V7ghhzrF+ zVVfbIiq-XD!XG4oleoep_k>7-t)UD^w~mG(DBxS^vLV%UhIZL&LP)Wi3#CsfCPrpi zX2?g|%@mwgDj#VaC{J_rGsi{_88A)p@pgchJ_{~}0Q*?}6JL*KvofTvc%c`W7?U)b^ay>Y325qhJba>kdbF>f%>?lWAbG_6-r zPa?)wb>xsnC2ojE4Cg7UtJC{$Eay``T)9`qQ9toalO!$W?7UpTn3PiXb5mMie}ryL zH(8zU=?=$5mt|#^WtIN#`u{lmdji1xTUyGpfb!q;|C@6orH%F;t=^s`7Q)e3&p#}X zuIP+-7Ye{nd41wSp`Q*XI?OZJa1F&<7UobagrUip;cX63?Iv&t0l?s>E7vPny zM5nZrHm!v=t%q-#IfC!4=Fmg=#s8G48{%&bFahGfIo^|dC!ay2-~7C46M)#(uZVbW z3jcoy;1HnyJ^YvWm;Wz^|5Xf|yt}%8Ca4++&Ax8cLp9rypY~-Y>1W8cEAwc=^w74n zD3DZ1x!m@=e71Q9(C-aAu*uJ@i)*QiE3J#`Q3!FQ}m)T>!pjS*nz39;Ma%`N3#14 zYr1hulOP-k$1Sk2XGq#8moh-_^e|LD5{| zZfde8LzahG^V|?HW9*qWmkw3Y4~v##pVF!^k!OX764uSD*(m-S^!;L3p}%o{|@_? z#oJs{`;pgh)~c&Ig#@u$NLCjxlu`n?O;tle!`q3;gIIV8w5%wqr+BT(tfvfC{tp59 zjo{;y!R(E|x}Df#l@XrunVP{vG450FeiT6?Pt(nKXnuCvADoRVHM#%VLqfCr%}W<5^yN^>#*AcN(4f6`yE$|It8eO*XI`)=&*_ zT?GVSAoZrC)6o|%HGXcM1i!D~SJVeI*|r7orkAs-4{yx4+(tcLD!eWB`K3N?Ci)GW z!|32M>I2)U*op4?_}ceVhnM90QBid%SJ$6BEs`SSGC2`+*^g84D| zRS-#Lg3Iys*1Z)vuc&(~9TfN_x;osrEt`JswbrdP&=?jgZ=NiSIm`QxGtK3XYI$dE zANaVP(3FZtG}vv)nGpBPzq3f-KzB#0$yewb;AEJ0{$%g7upD|~c>=c%6EMvR228Vn zSg<|xutXsm*gHET4jZ*&bN7CThobmaji;Fg295VjDZ%8+_SC^COVFT2p=iOQ2@)P` zU92?qw(^r-39pdNF92j^=A;b8j*&~BVdx*LrriavBj3_mX(JzN_+Zm&Srp-)(BVK=<3d8O?{{ybp4UoJ7^(8qoaS^-U zDOCIyTuu2R`9*1wHPV2J7sqXiDc-e-pHJ~!l@3*$GaA>ye-phthiDae&ZD}bEcU^- z?!HKs=t_M{JU#W#+VDRt{O*r8P`|iD@EwTO@V1S+TC91jv@Uph0Cs%jAmpNwH2zLt zTJ=ly$`ErICBL=z%zX{Fv$cxey)!B}gp4T|*$UV)_qnZj)czc27c>I}N|4_!!-q5t zpS)N=@SS3lu4l;^iT)B!RYME(OV~9t$gY@TzVhZ zKskJ0qIFNpFG7j_)b*@KQp~uH5ruii0hrM5id(Mw1+HB5iq&~CbzWNXOWFJq{7qU&^)rAAnL`Y!-23EYXtR3`cx_}y%(niYwd6&oPKF8y%EpaXSfiTN;xrSe7vsx z^m4AYb1*7F*2k9&|6IhY$U!`cWP_5|ds@nAZ1L3t`zKIAbM-Wg3#a3)8hR>&D*`=V z=XdeHHf>I-5b<^QHquS6!c{{Jv=UMhknOiij{Dh=y90;Rx8^pIx*x2w#c~XL9)aDc z>@$A-b#P2sSx)MA;uGv+5~l9R%R+gx?DfZ_XT^s{ z*>Wu%$JC!XHq;sz(Uq8AhM~Lw+F*hP5rGc_y7<8iR6Qxh)t=hS;>#XXVOqSh|DX*_ z;uJ4EL0C;?)WkjnPpL$AH%$_Wt!LGlnv>cXXC5$7bzo~*%YF4$>hqxaLv#M4Qo-5t zTtt5vqPMFshMRceSh^djlClZ&$Wm}3{38zNyNgaRmIFjzAH^9=w6^>I13Fw=AV+{H zs5VQk&SZQ~E~Q*g&J*x)8AL`#2AWVUcYkuXr{Yf=`iEK+Vg~J_jIuoojq^%JAgnk6 zAW`^MmnLmDTf=Vup5Kmt-%oEkmaL6dd)~Sh|MY!FLu=gxkP!S99^l6G#N#^;fphb0 zcsW|0|GBXv2p0es5edMb`kjeu4WY(pDe?ZzhKCX4T6&O4@tY;w*n{FlOqt@T@tAE4 z6sCkR8GW{tAqU_i}Nz_lfW3<74&Qm6XFgOM?)OiwB#Nc5o9KJig0;|2gq41NL7YO$T>} z#9(800h?RAJ0a44Hr*9eITG~RN3)d+KKg>%9N`kaF%7G6!aO6vZCqODWenYWg`$2j zi-wf);r%E&W75fo_wgx+h-u2EhmoTh5Z=U^x4Ih<##_K6g26KEIm+mMu~nYZPBKr? zyt96AUOgp$aM}Rmk7~z=i}eod^qsRh#tX&vqW`GLWj}sSMoe_tGVv})&j@F7G$%%j z>vYEYO>Q=4gT}g(Czc;*sRmn&3b1Ir&30I=AT9N07)tpmQO|sH_ukk=slubgu?`h4 zqK@-7{?#krMGO1cCxTuD-HYuS`{IuLB7D_Q;$E%FPwj$Z;BCAl3*rD5rp1b+wcVLw z!%Huu^x3wA{ zyouXHcNsr!ae9_6w)r3uck^&GwoLUSb4O}ss(Wo6Pil-$#5F~`IcxB!bEF_XMXx^Z zH6+O3WhGoMY6nAx5Bx^5?Z3y7o1W`WJDuZ}tmwH?UbX!`Nzmzr?Fe38A7~Lg z?HzTt`50Gha(a{~1uRE?t{bK;e%b*XVlwK@j`&#Au&&^{ftyEu zGvicm$i0B!*P!#Q=X0AsmhnxQ;9Ik4F>jd&zZyG&WTC^TS5>%dm`XUkX@HpjVdVV{ z14PV?+CEF-61qb36ziKe&)%qoBO);yRG!h59+JeRh|yQ}YxYDHOfRO0QLmAgV%)lc z_wc&a^x7$UinzKzdqhAjsz%_41GbmW zYVN&WV$LkOAr~Y{TKKc&)V28Kdakze83h}?aR13PpH5fO<0BnQg&H9~Q8k=;Pun%Z z%e;YOlY8oWLR*d0DUL&-$h?KN=Ij&Lv&s04Fq|)9z1%A^lF6P)2Ze-Z))^KG?=SwC z*(sawQOB8FIr-|?(20FJ+`*7s7*AmR2@BvcTO$D?EnM{6=DH0VfJoB}pU=C-nP4F_ z&*g_DSYXov>@^C9GuF9eevQnvUr?D8xz2Q8I`}$c(`CS1YLEI$s(f_*Q%?%{ zy!|I&W#h!N2yt`fg-P-Q3SB z{X?ti*Ik}Rv-szqg-N8y&3f9KRTiu93%xZJZANW`ALi624!K8Nnn7E6&h<~odsm41 zEg#=w3!OL3Hli&D=i*$HiQYTi*EO4L7I&ouoN7{5@3awljpTXx9ef*jQ&y)|nBvh% z@EG{N(g=GN&#v}-)dQWeVcg3Yj`mPrnl9Gf2C`vf7M1DwWH7)PhCGW>Li!r-yy>Zn zDecx}pGfyw=1q-9pcD=srix$%2T=JaeIK!E!4tLP7KM!Uo-k8j%9 zDc$>s-Co_nPq68-V*< zCFcrTrW;?~VPD^e`pj!2;JUa#ab5g?%&8#tr$EBGgwaSDRgX+wHw0fGrW+5!#4_9l z$ibPt4R>bQ$v4liAok;;z9(@Ry@ODBcZsUOkL-1MvTqcR&nH_UZ%-iYck#V)3eaNY zoL-{K?Kyt#IRhU@j)zRh)F7t@(l<8|WWc|#IgE-Bk`6E;5_E44 z{fhch;K_|Uz$*=F-a^tZA#+ixkhU2`T&LYhiyt1$*CR{6>jCuL1 z!sK_uNgTjnB;0M_9wPDnooSFPbxaR*?HE!fT=W&2+4!9$CR}*#V2`RUO1a5}w1<3u zvv|%E|CLetMU5nW>gyr3$x$U#(B|-K`^(&B%q~(f?s1`=y5j_|ORBGp+@=i9ErZl~ zskME*<7^Ln9vQ+0o!^1%rVh?>aMz5pbEbVCM%3W`Gu~Yae zv-z24#72V>29i`=7c|da+ipWTC&7nz8(rz@)b~5He-KeG&^?N9F1r(aEX}&;W51Pl ztR$2|Nq1(;+4Srv{qX6Y7FJG1$DlIo*=UZ8jbEcnLB#3Ps*VTiw$nnpgkEE`r&J3;d!7ZSzQ^ww{1WzR)h{{nOt(zeu6~28LNNf+*4CJ`@fGgXPgq(DcU<1RJP+rH@2K_* z6z(xi$F)MN`ZWj_sar@CybhHe8@6@ab4z7VUqAiao*v}1e%vdKIQe{e{`N=tloy_L z%iAC5fp22JcqLrmxYh^RL@#VDIk9TOuUWoT_zu3Kj$H>>)0Ljio~O0&5sy|uO! zb2b=`7bDn}weglQ>c%j9z|7I!Z=;PI0ys!ar~-sygj09dw?<=TAu7^!z3y@|`#?1Y zf)Y7*^rJbiDb~o4ofqYLJ>EoTCPz|p4jhl0lD4$QS8Ncplk=-F^_$9H>uYy&jRvW` zlyRSQN$to;pngS1?$r4FR+$s?4=5-1(Rwak5`Xcbx@{z&K! zUZ`r>!2E2l++wd>k+}Q#1!se{S%MGf6+2P9i&Ag~Hs(kNL9BPk^{Y?lq)j#w+6GPb z$yK@h^I_!T`t?T{A}{nXrIT~aTxUveXL+C2i&rw253ZC~jfV{f#1CsA zFAh@_3yMkIc+3}8US)~RWcg9jfVGNldFp+h4&2JJKD6b7%)adFiVh8DGqGv3x0nrA zJ@dK6dLc$gNDh6%s~sp&C?em|$PXo|@-f4KNS(gXT{3DQ4}6k0s&HD(NIg$zW(`e! z3E5~B7`C+0PXeG@e^Wp&QdW$Eqho|-Q@NrahK0TvfU;j5#lI8{^SqCCH7kHMr)*x$ zmPqSGH;>w9)19%S^3JE&+y?blrQ3!JJxE1!E_6iuWMMAO)6fi3I`@k6!1$}s)98sG z7Gt)`fQcIFta!2PN$G%IevtYM+b>Mf3AUg9J$%u8T%YxFK%FFX2C?imC$!X# zd@m@rZm@MvcI41X?C&NQayqld%{ zeQDE>ga304fZ4=KnV5V_)hBM(^oBKac@bceD+jo7G+(coT(RC8H z{!nkz8k)>MYUh09o!0{4i)tCOA%JRu}*n>Iph~?U;WH9+kU6=$wBQC-bX`!5@d4W_;iS?`(hhzGuvk$0xiu@0|UdUZOF?{S&P#q_%z zw8K=&CnP#G`iAW+<+itqqjnfqd3P=EH~ICF@a~LrW8*}s`$Jf z_$+cUn15P+h1`?D{5aG^zC3E8wl%3G53S%dl2`}1GVPD}37h(+dl0o?$#(cQ)V8QwV+fsHK_u|Vgnq*NjENqV>2Gaim z&P5mO#u1-(UKBfXa}7Y?7KsX^*9P`094gXTY>!kZF3dGh=j|dNxic8}2D_aUxvq-t zTeqc9uBv&ss3b&~UG;|e5PhbtJ@EV>+H%nNtf+fRtJ&Ue>7bbRhjTXnc;1wpK*lrP z7dm5O)HH6or;=`+erYbg1>hJHAY;{-@*5ZN12=?8*7u_?hy8fFcM%MU=Z!L!d}Eh% zADTzlp4|mM7gO*y+z^voYyW}Y_izSZ4XY0{j&@iSiCo@yz9p*w6RaHE*lCzb^N|jY zt%%IpJ?D~ytzw~vkGZL4=|Kp%&%Hlj00pp)IV7h<9I6S>Lj6UqlHXiRaikKgQ`-My zbANJCO`~~9M*H4GIAQ;!0lsNG<6D^`?OTy_v_<; z2G2*QmHh_RFv_t*DS>$DquI_P&OzE8#%HE%T19S^e-vvUEAZLlikY5ZPR-tLV~R9V z%J%%-lb*pMdu%FQ9Lq^1E~$Ge7~B{G6Lw&wysP&8I`9VK+h{K&U4rC#u2xYs9l8_C zRWL*zdP;7nQR2gl@BuN!M2dizFbV9Gk&IN|1u;cFJhZ&u;UvI~h4t^O-6=aqS4kK( zrgaDN^;XUI05Up$x&5D|!8Sqrl=u#cn_)^!)t&j3{f68hpKvgxML=@pJi*2KpJW|j za>uidVp~l7@wYhI+GLAtRsof#yrFG_#nO)%XDYIk$2fim;iY|yyxZQ&^SsnA&xJdu z)aYzu)drybd1=F$@A@gz`19(G)(3ey6HMjl!4qRm<_iNq#i2X@jJ5bWQR z&GC)=;`hhT-h>wdyJ0&G#v7zh5&Ig{dq17}9blF$V<%tEL;GR|th6fznm2zz^Vf4i zqkVAfh|un@Q6J8IFnGj12RU80Py(moV(7u4g;HQbwPK*;VfXe^-4%1QLc zzQImr8#iAB*KHZ6)HR;WzB-vTzA3_P9$}5@tCkbj8|T-yCUytF+mtv(*mowtcgFai zS`%X1ypCa!FrU_l_qG0}e8*lce|Fkvv0Mv1JgWb=Q`9Tp*-umO0(=X9uAFE{n|s`J6c}L%uPOVeCHy?Cfr-#r%tp_oz_a;?J+bx z>M@RDHy-;TLO9;YeI!MYI2w?sbn>2bHo5b=vtb-Wn#AC`BtWjq|3OQfs`Ma8as{l_ zmYYZIP~1QWrOHdi{N2d7zDO37{y&ZWZKrlQvvE4YAeK0K4lO<@-j+PIJ`AVuh8c6| zpl|o#DVwN6rb_&GZ*Obg+t$8&Q#)^=CZ_qykZ zJ(frY?%x}hZ8mw)iiT0g(lMFFK)Q&eZ7yb*RDX6k34FHK4z|}0{HGp(j(-F{kI$s=yEvkCj5!6m zEI0gZ%+wvQkJApNG!gKB(1j_beNRgJ?sYBaF+jTckRc$5{fg4Lg`!^)Qe+NXH5>Pe zb$IU72OO;QH{FA~DJ?k0Rmx*4=n(_x+BS$G5neGacno4-V!|u$*I*J!{}t@6XT^+m zIrf$aSo72R2I%R*D+9ok#UqvF zG2`bMz1c51O0F9!Tyl3n50s&|xxXkQ3md3yxVA;5JjXzwNZn`w?_Dqi9_>Zbl+-G8 zLc45R*6VTrtV!!{n-R1clbprXd9@TA&K~oyc+PhW#JM(LN_f$#GUE`9d&k6gJOcHVN9g_N|BfSb? z{3+Du813-Y(Rbqt>Ah9@uF0R#TwkFnhkj#GYmG6~rPd0e6(iP5Y;Fn)-l?6a!_^=r zkiS-i{)A0wpMr_wLq;IH$4Tr)CHeeVA%6dDEk$Nq4%t&O6N^m)crUp0{FU3g*|=I; z?o<(ZffT%Av4@sthE)i|(A@xwTo;5?PfGMG!<|&pZiR68@qUv9f>w2+ zz2H5SCV_Ro;4Os!k@Xm3k#XSVPjh zv=+u-O+U_a?!~%aNEb55*auJ*2X+#?0Ch=`A%vdYj&@VGBZr&CWjwsaCA#77X8zpz zyUTm5&-?3k(ly{&!1lC9Oz=4)5JV95L8vk231E8a;mmB&7#?8aIiD*`0ft81f==BzMxN;(KOOK3qLl5%i8V>)HtELQb#H=kC3wOX(!xhCnPksIfB!A=C3Rjuq+ts~7||aNC<<8k9w$j^ z@AglmKfN4n*51X=a~8?a-a%8>&HY9mi2Ks@SghZrF3G z;`svx5+@wAD;Y=@TR{VBI;pU97Hv2(O!BUBc3rti+;le&WQIEA2PO+P8NF z`c$~-piu{aJ zBa_vC`}gIaQpCAnX-58lMwr(tAS{`sa+gJh=(ED#q3_53AF{pzs;#DL7Y%O3-CCr$ zOK>T)MM`lfE`j0>#R*!xxD}_kySuw4xR*lEV#RvXzW@8(@7{l{hrOTKGdYVSCujET z*)!8Q&7EQ~?5n;#+my5izsUeX-k<4hnwQOQcWQ{PrMM4cR~Ilg4t;w+K!o1!7i$#L z^aB))!dUAvmPB%*ADWK;t|*W9cXbg(t3&*=S1{6cfZ)YwTBF@it^Kl&y7t5 z_&1{6Zc^O@cmBIV3fd~V8waHOQuvWu8-tx{pM9i=iBINW{ZDmcdr!*3bcb5P3QcDu zS-tu?ST6v2xL;ZNb23GraEUHR9X~slPf(ggzQwX}MiGT{b2^uEJ2BNN$QoJ>uOxas zK1zB)^db7C_!~rG{)o(qlCee90WU)( z$s=YSVv?`ngPh;zG0B#U$2cl8MHQ~0be1Z8g@tWuRejdKUfyyxzFC~Tn4Yma$T^Q; zBK7Rz1Oebqzd(YmZ9$LRcheL^j}$RQRiT$z83w_=LVw1IZKL4M=MM`V?NAoWYj*yz zAu${2>x1U5*(D$UPu)@JcFX5Y9}rOS+TK&&W@lPK2G+Z~I?yD?B(wtr%%T1r%M7$+ z)|hmxTc5w@x3l3$yGn`POe#_4CC&(c?_+mAAh1>u5gA{9qz&sD}4^}&|2|WV;aKWjNdHe@|{kH-}Asy$AGE7Mpze~zWHBI=aeeVc96fH9) zdCt9QfBj;;{u$TA!&P4bV5$h`t1^XH2Djp?yrq9b4`y8v4>-bf6UB;fx6pnEyL2yw zlEsf7y7p~0n|moVnMxr;`R^;?VPKQ}hI*#xU<~lb#xZ7!WnNiX1^<7pdX%mt)|~;d z7|DJwJ}}JohS1$oE6Ud6LV{EHk%#pt` zQo^X90pEuKYK0cgM?K^+V-mLa0; z=!l(nB4AcDm5Q1Y3la0Mrxo4tBkuhxj3mA^XAP&t%M3IFn#eu`S5++xv?NAcd?4&}7T99b z-fLNI$;2?yONSK}V$?FfO8hZM^)wl(l#G*h#`>J@(R`MjAA%?w@~A5e&EQVxz~I~Z zt7H>*q8^KDf7d5+#Q`ydy~fM~@uRm=ojbv%HB;%)O@aJBaE zI=x@c712#5{yC|xzmq+RqjoVBHU1R)P;iY9s8y&Dcc%b=zd@PKb{YkAS#^4cjN{Ix z-Yt!T1hPCGhgD@2e6_Q|pGsbM2MDtift03?e`dZMBD{-p%PBD!-|Lr-zO&ldL=CJf zImG$V*#v-kgbRg(a0Pqqxj(3xVjAS|Yp=eSfKA8$K4Hg?;1fo{{dTwvM5QW4G!p=w zjaZJ7^cevw0%QfGt|n!=PuNkSWCiGBl2u1+uk|FZkRV+9h+X$)97~kL-+%NpUI<^w zbb|2AM=&KTw&$^WJ;D`=%2WEPdaK+NF>%c+B?ufIS>XT7v2+z#9XOwe`5rgsJ;IN$ z?sn|Cy&P-WMy36p&FI&BAvLFQ;`$m19HkhVBkqI-R?JJMEoFBtF*+~aODxrBM`KkPHFG37ef7oX=+)Rasc?IuU)t(c zBFp67yE5BE=#c9jB6Jf;I&TvHAy)jHOvDMAB05`!vCB}2q=$}S)XaPYSV(Pll=waR z^;q0%JE|Imj9j)A?42CsvzyA{4FzjjGRws4K$F_o3*m67#GfiDH-}b34OdH>VZ~DE(hikb zNs~r!ZY-c5jv*b5_5PJ8lJN_$yV@LNQseq{a;nKBN~-d@9$Y}SZS}b0V9%f^MSq=z zz@|nt#(Ct{_rU(_cMk)}Bc>|m+EF2ze}Jm>k90*f%*F1P9&=ohEBsK}`XE&5gjx0% z6w^*eG1l(fn-&|D)U6( zLVKnF5qjXP$6&9=VEb48hro^hvHwHspXn%1(bk3*_nQPp0Wby|IX{>%D^FSEpx4e|4VdJX3yXf|4KtGQO3}-S)In={)WSy*? zPdJlJDBJ_Sb2wRMn)uI4=ax_IL0VfFdh)7S1PiK`AVR%f(P<5i#$gZC+I1EeVKAS; zb*O6#TU@Yjm?zj%A-Uyka?aZbYqV=A1O1jb#^TY@3Mn%A)vAs#u_Hj}$H~nE-9V1e zF87xg<&@Lyb#^U4tXy|Dtr?)5e&$`94f+(-@}A*HbV|Y1X>+5@#RC_Gi2U@Frb<09G$J^ z1h_}Hxh#Qv(mc|9mzXO{x=nZ-A^`;Rm1VOGpATr%<$To1 zoz@09S~!AxyYiRr%5;IBl0GSS*`r~#WH_O-{dNavGez+<^O@-M^HM~TpedUT?SM49+AH|B{6ex2sa)9jq#LruzKe-O|uQ=(8>CLsiGpTQ=&7ZqfUj3%|fFdJx^F zu@ANQH8-j&{z5~os8h*Xau>#Nj}>&sk`x-X74!hEgH2R;PjnWs89#^C8`i~ii+gTc znn@l5)MIF~3EpI;;^5D6!Vjyye}zEBS=OUuC!?M*PPEvw|1npybLCYxle2I?qs2*Q ze9t-p156iT4UlNrOP!``+4TV?G*81Lg$$N`c#h?CqcFeakR5f$7$BHM-nYlE=G~8= z>fXsgUax?C*~>gLK>4(W zG_`jxaIU!Kzg<)7<~*UEmCVq2o50`>iDV*#VQEALD~si17K6j9*8&(XyEq^y+aa<3 zPN5fp1E7DW@(E$|$*&1v{;|nG1+xJG;X0@j5qfJY8h>NBUtQD0GWyzlPP=cI)GZo`K3>#4%o z-KZM*L!>WX;a&R)kR4af#Bgckad4IQNUVSIH23WE3G$hFaG6S(x+`oCeV%eQh#*NX z5k+Rjixi^kFuHMesNh(Bri<&$Fd-axb0SC4^m>ru)$6jjNb%xZkQO~@+lpsk>7e;7 zWFf$kp|GiQn!~TmHo?V(Yh_nJhaPdPbY(Z-Yq`*+sINmoyALl~iqYjO&aUEoRbr6$nAV~I%NT4c;NAX=9Hu#Ks8>-R5 z)11FYUFZ~??N~qU%84iQW(Nf~Wx=>eFtvok(M1)&!WCmY^ z{%4uGy$!N)5(xP1uV@jtLk8GE(zI?ZO7m#%mMkt2FGKGTq|E)f`4&U-t`3mt&L%g< zKNH`Xb&${>A|t5p+16`oge?OCUbN?P&I(FN&{LXo{ka36ylL!FvrsZ`t6@Ua+Zlm? z0)-QO(iPFGJ9{PrWM=PK0mt=I6cxXDH*!+KfSzUMpbDWE0Tcb4v9Hsgp?gaMD+q}c z#f>?olDq5^`Q&wsk|tX6SSNFPhRw3{QxbkB%v-o;WRNSnQNWkgk5sbD)Om6B(qa`l zNHswrl^zTZ z7wOn3B>>o_p1sMKu{4u)hw|5Lk)3m5wlRlSw5n%gCzDSK#{nUzo0BK=%-d4HjPXgP z`e3+&t7jX3is`7}aY!gUx5tU#;rdO&^b~)}p3T}S4d!hBJIEtrUiCd2Pp19kCLu?! z0sb*;`*wY1;9M#N7ia4t9~!>(1~f)0W#Qx%Mu;E`MxU^?KKe-|@B$8#;4!U|j!?miuHY!=Eha7kOZ2L05o zkioA-av;3J-5mRdN@?0v7dSY%K=|;h*uvo9 z5mhZrA=qJ$!iQb9Y-!#*{vKr5Vc52Mkau4vbh?ZweL!$fON;C3#Y%9g!7##K(DNhw zm(;j?BDO|9xlb-eG}wKj1aoz>G z`yPmDV8y_4LWu`cKR&+N2Xq#RqcUa4u)sT$ArFZJJS1QJH7h;-+HpPtlW%Dz8f|jk3 zFS4zg8TyG@SrS4+4DRR9+c6fPi>s1OM7Li`-%j-=`wh@*%6f*;Tlj!lH7sT+6a2VO zB5{)C=^sDKj7peyLT!FM2_hKT;uxOX>Q~i<(U^CLD;}5K9Z$EXmVMdb@FV!WPV?DO zLA{KZ9zJqZScx^H{i4~-Q9u>e>Omw|f(7;ffM!|^5sSXW5TbF=4xSHM;dJ ztF6^q9pQ8o#1D8((U|>wV;W!>npu}yL^?`@ushwJzL{gAN>l|Q_|NTr9@_6DsB>y- znFTHElRufB_TjOp&EiN$3Cx{{Xy!T~Bw6;$o5DR{x`UzLM-;?L0J}TghS%xV)7+N> z9^yG%O#&@Ixr(Rb^PjW_Y4)>3=N>_P@Rnxp&KTnATrTSxYZH@z@Gfsd>)l?tCr ziRK5sgQ9pgcfmS`Jk#5_sTxk~m>{a7!A)E8WjT{@<>JwSZA>$uzbhZ2Q(i`igq|c* z0-z9>pHXts`S@5upRR7U~2EoGHXv7WmmcsCK)nu7ovEs%uxK9x%@LTT;`;j;7gKANGOL`Y{C)2 z|0hnSnp78ubBf(wjom&Un}_wq@B1+7{&2|NA9)1Jki90XA+7)D5kszMW?TIe2Q6Y! z)W=r?gEys@HwB6B5B@{`;qc-=mVZdEa|j$rE+KB#m6}1${zzXT@|-5$FHm-SQMQ54 zzTf8|{V2VdUlwR!$$rlL7wj(>uU0Z}UY|OCzZ_f~nM_CU5=}495@6L&w}B62dX3J7 zM$^&9)6vKNLUdm)SQlL)?j{CAfS4H~2ef&g{q0;l8DNcLVvQs15cuo_5aN+Hmh}x` z%c5N8Q3mJP=1e~Cy()t=RGJ1=byOL?t91g7+XyAs)q74KAnI@(mfsbcU@P5q+aiK} zWbC_EKYbt2^6CJPBbi$NH zjF)sVyd+JFH~2y8VHgOja9p346c z9(7ZP|7HcXF*%^P1xhy9ld$#FHOhK#Gxx5xf*#!2&6qi=ZM4;y>DB9|Ev!fvHD>Mr zqtNmKLLFUZ?&&=r{o47TaeDrOcy?KB990tP035IH%ZcJ*+S)M&87{wQIAliy+otR* zOW9n6w37-qCN!_e4yBSesWCUw&OVo~OB!{)pTb=Tsd?Rex`<`LigWf+#SGV62*~33 zL4NGCy&vcM8=3}!%NK5j>{1Xe`q|Th0N?mBNkkt^aDMD~mSgp&UX#8VO*^-(ogj?< z^_hNA{@^S}?nPA4Ra99*$!8lPbRS-mMSX$yoeh|Zb#eT_MLpR30z#lg(&JDHN8(HJ zJ&ln`ta_nhEbY?P^$qZ_Ne-(Xg%_ERMyoQA- zULl_7Xz=PkerR#$)(6~NC&8DM2?2FB91W7Ks5m#AiO&g*CD4B!8#238xp~%yD8CaV z4nI|*3V~(SgpKMVlFssD2h*mUgw*3K6&fj}w2d{7`w5W~UMt?Tjd=D_aT`nKx&-BC z(TX)EAgtDj5O{ag=NHs8+1|EQc?5Nu@N2hKk#>^?d01MtRgiAl@$3oDb;z#uO}v5H z7drIGA?`oOeBWk1=&&=_O{2qW%Qv7?2GKw{*HXp^U7pQBCu*){IQNk}swH%*B~1Q6 z0OR zbUIhvax0kv44(rjww%OMC>j<~GXNymWTdtfI@~{z-w$!miDCGVwrcw_$5&9%7jB@w z?TSqDBV~K!O#G$;+j<6mUCF<>AZ5JP(PtA!qLA3Oya3XHZ7m{2Pz|YKMn;gVw+NA zssP-xase}z7c?UsCJbjVu~v% z(RVaTj&_lHPJru54nLEG0t|L58dJ+ERXtc62D2}A9)^V=99g}V^0c_E-qKQ?aYvEV z|JuZVg~b;5vX2zGna=voi?dIvu6zNxAxMf%Tt0|nNLwq;=!cPRZg)d`Dq`$(N7)gk++$7Lpt$4 zguL!sZ0bhkbPQ1#!s?Y(k9ky`?h}*xwb6van%%)z^kec2nW8UM5%|*>#$4CnRz1T@ zyAnHieTvKq0wn}@;L1YkLY{roAGWffvoMsPBGw4Mbv!zqj&(gyXr-@OeKbBB<1ZVM z>EOGzqIMTz!KpK+MVBDEd4Y|4Y)k(wXQ&bUQR@;ysHq%69mDj7vi6N#?`BqyuFkjU z)G3HFR&dQr=BC)pGa5gcR_Q zY3az)YCE|mRHqC=x?~7BEiQyIt^Q5xMra*g}7af{BavO}USLHpg4>L^) z0EUdhBrTqWVeq4#($eBPpws#mqnr+D$|7xy>iKu)5Zpcuvn-9dqJ!CjjM5co5w9}J z7U|9&ao%+;JNu&~5<93p2MkDSGIT`JU2|p?ugk|zv{ef<^l>=q&YR{hfX5ebn-Esx z&){#9*CbB&E_HZ(Q0B}lM__L}?buU(rg9%`?6)Wcr3|)_kwaTNwK@`?aA$dnQXcA> z7qdwy&zdm8J0ry?sR^P9Y^iHRRj|XFTqenE;1F(&P3V;&vgX z{kXNj%*woV^4uQUil7BC`yCcl>*O#v)_s9*r+c04n}Z&#s{r;i+2&S*ToQkJbLKGGT54BVWC7}q^2Ux3O+qt088LtJ+g~m%ysrj+`WM2n>)2b z7#g^$iAfq9(FaJl6I$3qR0BuU0SLozm?kNdG6hnFZMdBv#xiFy)=e(bKilxk0Cd^$iuO&)pa28G`JS#q!@{<4PK$Iq<mg6M!ikR9OutnnkXP`#h%<@@iX)$bJNKsT_n_|Y z=(;e<9%It`uUBjhffR=5_ZSLo;k-kEvu}3r0jI;y1_K|4Bz#Ub&qN*;B~Lf_96<}8 z{V$BBp43nD%WVbKptiNOP&o@eN8~!cv-f_Xv73yM;<_Z>wd~iyy0DR22;sWEfC-6r zFZ;E*uC1fjjk&tFu5ZW0+f;WFxQ{gWm77CcSMO7A{pHa{960JHdul*JRKi*$D%U*| zEY}$uz6OR}KkhLDwpf9o{*JIHhv}`fa%xaIH>!XM=Eqv1d2`m{y9OAp+i7S)nr->g zBKz*}La@gt<>cq-XDU@ACzpQ|MuKp{+7AKU_m;h~YAC0QX(_BZ<9)$tVHkXP78WO9 zd4$P4eg}5^^F}hm>GdDeCU--;4PR4A`WC|XnyHn9LRXtq>-p~aQH;>uPk59q-32~# ze(l9bza~80*(JHb{NR%f`{~=;wlmrD@zF+dTbskb(;L*_ifm~2M!q+g{H`iQu&*>Xw zT^nU#TE+<4EI6NGqAnwCq@F!(KSDRpdYSJ1;~3pA2iZ?acEn4^%^ zTBU>tQ918kvjjx4leACR=Q0~(WR|Ss?jm^botbhCK6|*)EW5JY)a;s6$q^n#OXpUv zj%n088n;M)*`M!bdWan(GrNX^?J6=Y3SH}Vvu5JY6iMZ0r&|*cp_`P^@8WB_oV=J# zNyD)AGJuV?+#Mxz`)+3&>m6}ax%uxq=8@dn{~WmZ`t)lTjiXjBv*#5smzOlH%qa&p zE*#vWyI@Uag>&*{)im~bLhNvz?jU8W8sKs?Qg+8M|Bgbd0>=nc>*=>4{6nP`5 z*@0}vCs86_9$b|W*5X;-61d2YhbXJLzCaePzf>${^Z{+Nn4d;Hnx7Fn&L$}RaoR@K zD5O4F{;bV8%%xV4pCmdAmv>`QPFBm==jlgaJFHNV(@`>PkTU!BnNEGBHs9!rM zWljqI94;t~HJRv1l z3x2!kGfAXbEq{OWFD0M9zd`V!QB3`%%lLjnkn&~pQX#Z*d^)6E;5!P`-zSZJYH4h5 zQMd>o7whs7Jr*}?P(%O;K6)VfGkORU)0N(w1OUl=PHMiOv7sBHM&wUVCuY4Aw8UsD zpMhqX$z`I7BVjk>T-tP=zgO*YPmPDczATg3cX$v~Zy4P_V)??B6pjqy1v@DF%6PnB zQV%x@I-nc0c@W!|z0q`AA^|9iP3;WVd}&^}ro3+1=Uy%1kcyY1dYVLyr7Sj@YKwm> zOv*k7X%P!HME-ET`NCp@s|KOUD;JS7aS5;8$G5=CLb(3x`~s599P5w3RkZz|9?6Mo zl89@FN&d)x0O$YUsMY_}j^*IJ>z9aXqhZF=IF*?;1h*}Zz4y==nqURBVNT+gZCNx2 zexy^0#D72(I)@nv8vP8y?6VHps_%8w(>+&`=2t!+e{uROy!Kgm@4qr{eC64tmL^9E z0NSPQz;z~+xJWqt+oAaPhR*M<+$VqJ2r9}IY$*LT6 z+88URheS$tiX71?^H>7DO^fkLN=+jd*v@EhxihN4m)!QAck$Yy`glxdB_$9@^Wvjc zu@<^ff(J+;ovP@7N^6RW$$677_N4sN{+Y{$?$x--)%e!;&b}$%uG7ua|&^sUE zm^;f#MCPzPw01A=ZhaK=^@z)Rm^?MjgjRm%8>fEyUAeX(Y zKU4cw)$oaQYdQva6U}D%2pt)#y;&J~ zYn-x?RkK)^ve{Fs0s!J(qxw{5fqW#YBc&$^OteLUzuYok#g&adWqFbzl`cJz6g_p0 z6&qE$4$kgK5$n+@_s^n8K0H$xLtLg4(ly*pNJw_Gcoo2h>(1xpTTc*#VDT#PUG@rO zAmTDKk31iJtb;THMh_eZC>pXHCxT z9xbRpRe1tQje269g7DAotE}DCqQirq>Qq)Quni%sGp*e5r7z9~3q;f#g8xa0NRux3 z7;&qAgLL69cL$}X`S^4Ecl_01!hk-vSlj*^>Cw{42Swcw{;NddK&(K8K}<+tEB8ad z1KOS>xt|D62(=@I=vV2@VY3q}m1!U!0%z|gbLW=bP)BXZTUPSxuQr-`PK;4I{H=yR4DMz#HtwD)CoXixmy`S%#*SQ2T zvu4mx`+vS#P?PkZzaP}zDpmY+g;mvWw=}Tvm6*yfK|a(bh5DfcvmiF~J7HA;6+fiMlTNjM zZ840}w?-;+EkWiia*OdjZMj*Ey%-QI4&Na%RYB(fWnG6QzWN=5NsU~u>5vzGr);}S zJN?6C99MFg-a+`V4$Q@+=5z?P3yt)F=EIq{W6f#LfW#TeeYZX=(yoT9ai9}Ia*v{a zMrd23T0J1q^KW7PDJWYb(wC9rI=WtG-?t|AD{7~y<*y%kjy{C-q}h{}LE3c8rnF;j zK~F|z4}G>wo-(!!PNt^JUg&Si9wgPV3=arUB<(x}-FIefjZ4XXJJKa|=w=o@Z#wL3| zPqzEE%gQC@+kR}|v(BMrtEVzchM!cC*}yytTo%1I_BL_NQifp1oZ)OkTlJ=SH_kl- z%4(t_`jU@L#~f=~W}A>n9R(!bS$>E%(vA_d6m=4i_~Scb2~`d@r1r{PaAupSSOd{hY3UIi*AimdHp<| zjxg^p`F^t0)034V^G0E2Cbl2KRSF1*>N2Xi60<_8-cDr(`Kr#$XZJF~bdz}u#}QhC zP0Go!+{UTl2PnkkLk2R_9*vW^A&U;+Xt(N#Y2#_is#t`*54f3Pxr$<&L1Q0ttHisK zUw0fMwy+3|(uBYy(pYchBHo9!nv>HRjpzT8@zODZt;~^LU?A`34>lxVSqU>aUcV5* z<=1S>DTCSJ^nO)d2vD1}3e78~p=WQd{sfPtEd`Xp!!a`>m;o`E0h50vE++k}=F{4! zy4t9|e;$gk_@GRc=YaXcS;u}vH;t$_L`3qU`QTB>U8#(p4QW|owD zs#Im2(N2(!_|O6OU$Fm6;6?T!ov>IitBY_(d5Pk$pBI=}&p&6r_?)@6g0=qz4e?YI>WodfijsteB9-}c%r2#|@vU91g5-huT76{3b<@@%s7U@V-jslfu#J0(?+Vl2w2(B|;O`Aq{MtEE-LWaIh+Er$3n- zUrz%scjO0%e|RB5?^jboG5$R&wCE$x3D)w96>1cFyfy*1-bHvu=r4Q#D7ji+o!Le? zt6IRVc2NTXgzLh*atI@yEa&|}tddkyVtV5C?IM6brmBNfQa3z=Zb$*c0YdrWC`h%A4-_$TVWyNZPvtFS(f<{xotiLa+i#1((wI(q1 z1(V|QlgN(F3c@fMX2}9*SbU$+sZGW<2i*!+<%lwtO z7O4Z;Nb1o=Y5RG#$!apZo*K!ku#zOghjPtomd|rb7ujD4Gtw2{{sX+uUKzVA}De9dMQ;XZz9#vN?LF~p+PT~Uf)*Y{iMBsLKe~BF`d=J(Wj=l@f8T|2fE}jwOMbR4z2-1QA*%;Ije!4CapBoR+S`h^ zgd=Z}!d8KV>q#{p!+tUkGE7t>Z|R;qk2=3bKcD3)7$4?Dx{l|34of>>GzdSlB7W71 z-%b4HZ#>*=c)C^kdWrYpmC9x1-PpmB#sVJ(nqFwUS8-L@uvoy%t9`^R(moIVmUu4& z$FNaXvjo%|p+|_yqZw^Dtpc);;n>EK)WdCOrHy1~6-K5!LlK%lfd?KI#O;6e5p!L@^b&{WRywd30XbP!4A& z@)FvjsQALJVepW}goMXo#n{&no{J*(wFn>YR~4A7ZxScYgB7{LkelC8(JR{;(??i}*asbo6J z-y)t9;t0hwFGhpHIHWQK&h4!Zl42}&SJIZ?6Wo48&KUG*VzWB>QTnOU1 zf^1PWE|d7>yV}%?v^gjTH{43!&h3=S3QH!JWrpE<*V~+I&Kf7L>LkM-vBFKG`#v%@^FmyXsN=Gd;8tga8 z4dS{y-?x#uwj##8rIy4^-2L-R$XIq_p)Bv|5jB&XwuJOKL!#-iR;`UJf3q?uX*i!9 z*1u}jAr;FTxCqH2U`N^qb8r08a2)b}u7T0X=R{QNG3dv8%b-;~S2DRiYk;d~g!;NG zmD6KzZid(-TzvLX#Te;&g53MSCXrPk*Ex}OD94$k@2F5IvFwa1u@oVt8Y_J{s}$i+ zRH?L<53Nm|c=A04ZtQL#<#%SYuDBuo=HZ*A=KP_%L+~2y*ref{tY`fx<*EuSec9oF zvRp#DjQ$7d&wzWv@vdpoRIs}Ku>WZl0-95+ln-tRys7 zbn}3TiqR)bnCh9({Is^%At{sOu-%SvD!~Mf^NO%>r@k?u)ik{uEzy$UdJx;vqZ`|O z;4(r%oEzDI=P@Y1@pI2I4FG0FR$ePPz1AX^KH2J>w(nu#Q@sL0y#G-y&_ZwR?&e-i z`R>TQv8)cf7VsIKzB#jca%W2|LCgxGn0qvBHA1f05UA^^tSM&$kv1S?l3#FQ;kXh$ zH#xNuf@*$6jP1g4{l$>BjFBV~FMG{q`787zA+iCP;wGRFo}`6gCvy}*(;>| zc5P}KNu4|Rmu-jWvHwi70>;=u-`kjNyiFh-`u#vjB<%~PxmDP7or68w znx`jrr0ut#otamM0?ldT-|OvGhtRy|@>Xo%MTGi~(jY0_K9m3KhR5*h5Zk`s)ALVs zCwWNcqy2%ic!2D8w*zO5NxGaq@R%vT&JlJebE#niPblqYl87j`2qUnntonkHH$`vL zt9q|RuVJex89Xw((}bF(7>I1!=}v%W{peILKE?4z^ZHNN%?V0c*&CztpQs}oLGE5! zS>Ye`6w)Qj6cv*aM5sHoL|7OJuHCC2x5`)Pd_aahqRv~E5e?jygz+|5ZgjEbedR~4?hcX zP6RtR5^M#+XNVjEdzz{@^>xlT*l$V5e6X-PLr^z*gB(o$nvKsmxc`{nJ_hCuZpIWq zYdo?#xWlT=987AOx*=_o>+x97T%kBi_|{4)3o_~SV3ITSHMVtM1n;RKOWT;b=zmsoIY1*lO<=^e z9^tf#SI+{`@%`gf+o^d!{#q-7%Z4Glp#V%XDGMHBgF9;E#llnS*Dezpx)jHX=}z1R zxU#dVpxLU>0wb_uo$TP9v6H2l)U_4COTHayzK@S?(_>yYFAdZ9Q|Qr0PJ(>xdVL*5 zdRKVhKgCPVZjXIe_wizGOOyv+o~J%Kn&W+-B|GI$Xc}JgDZaXNP;|0CFgvShcen=e?4_@@_jTQA`A6ofFzE?$~^sIiO+rR-*V{d-GY@X|Z zt-FV2D?Nm4HoE=7*#l!3LaZueAHH%V5>)nuJ*(U35pN!OGflBNBV@e6Y+9976C2Pp z=_k|CMm^4_|E7|6Zw-g6UQQI7i-2<4l6qP}^EoNViwd=!JR87n!}<1Zo~}YwCBM z6nmi1q9s_8nRWpJPjx0u*uNXkt>UK24gSrn0XRlo9yW#g9e7Q^3xTWM(*9`t9yo({s^ z=2m}PY>%)3LVi(BD^a#awEBc{$-u`Ua@t|?Dy}d22C(UA)38tyQT}=zygj6^7Xi1g zIzL=@N9)wj(k1Or+gTTo4;;F?|B0q2_6>d6RzUYKuVpKoK` zzY9dr~b+*^YFMc6;&X)0}-Sp3Z;b7xJBxKqbmLnoK*QfYDX zD>2_@E%^a~e)t+wTQTR#&!26S)vhwhbZ;f(_o@bQ(HX6ou%u8biwy_-NicwKmaxV0 z6jL20x?MO>XeS3#xsXGKbgxw69zkEHe+6ruDrbCt9=rCe8x1P0g0jUqIM3-v=hV*Q z333eSrR;aG&{}JR_fEFeSUp2ui|>-$akjG}_-4|-{ED&t>}Yx2L9Lj%o*6!e`kCk^q*qp|@G7 z50~><`m?j4PvSZ{{?ri>4h+~;G4s}+nU*#u9l#ZAV5b=6dg!v;N^Zp~B`+$pXHPy| z=!z~9igHTFK5^j@E@>)NxE?tneuIbaxgK8mWx5J$LA$_iC8Pt4m8n;db+U&?HHN)u zzeQC|(f2#J$IRHr%vk>d&i}gzw__h;_%YZY*oRuxkW= zyUdMu<+!e0B)z9PzCnHcS;aqnY=~;K_g%3$T_|l$pyqAIzeHL4xC$m0(0$Nu2mv=J z8}U4+Rvnd()D_@{dy2~WjPgnNDT&2@I;u~yEzZwY@2|GrN&Z6I1WkPDmi$z{F)0gS zGe5&bk97{Ro{#~*3vILZob)1nP zqGLd~#VC%mFDPReq^*E85XI3S{u<*q;?TV~Jbg?_PbfS5_0ga$)~{W3lRX3s!=g-d zlfWAJAc}L)AR#?h_bFW?pCmdiNg~wWbX_G~RWZ0+`_e!Kgk0Yx&-$$nQS1VGb^1jS zgxpN47#lzN3cgxnv|k9&RrGncj=-;X=KqxS9bipt-P$T0#86a3gwPSCNJk(<5NRSH z9zdxgAfWUjNPtiUq!+273MvXjKza$i_aaqlsG$Z(fDrPJo^!tcyZ1iNdNynJOol!4 z&b!u|>@p(nz_1E+)$~RIFnsUosF6Y2L z5;DEwZ}KgDcreNuu6GV)QtE#-P|lOB^RhiRxSS`K@&$Qfa7u z^whFB1}{l8g1S0oqjP8J#@H9nukt@pBm9%8zE4*_czUJ-*z$PHI|rn)Vc=r z>D)=cFbp`*jEln7Ye3{vsaBr8c(c1_nhy5(MmTa`lxR85b1HZheE z616kt=jSQ*&+pL*PqV+dZA+d%JMn^`B>#a(vkBd1`z6A&Y^cg3B<*e+(MWuMhH)t= z;do-{8O`Mbtgi{16MM6I&ElWz)iIG_sRs}A-jTOn$5&X+-;f7hDn+Q@x%PTr`l*X} z?8Tt0O}e6IAs7`{&?(+|NL3#$Rh^?>TUj9IQ}UppvY>PqmMmU@X%uC0MFoMo8Vh9V(8KGtgsblqWF6=$C zOp3_JVco3t&aUk_k7u8|cx~?D)qhLC`P={R%K!M+<|0K?WC=Kdtu*In>*d_k+LGp$G{!Mzx0HY1rtGjQPSOQG3{JIE@2xgDpT>i-Q*?5co6=mjA?xUw=QODxC@nc^- z12>`j!P=Sb!!6;wmHqRoZ(?oXWHTR0QS_;PcV+ghz~Ey*OieJkvW+zadIr>Q&!E5F^4f7}muf7j;l7|e%RAj&7O zKZ8<;xascGiXtjZuWzUW2(emHJ}zEIoHm4Qi6dm8b{$1S%&n? zxRP)Ng(vm*ex;XerD()>5&|e|e^D{0fpQV-Dd&%1-;MB8X3%S0n|`%HHM=<{ZNQsX zi+~PS#E3GuGw6W}+1my=qq*GCpsFVAgu?*sg!5jl&OsUc_y38Yb2TcTyBL57T1rt) zRt@YQTbLdI9Zgc~dQV<@->XWLO)U+n^4&X9&Uwbp!Ro$dtVB=(1lw?>cG9E5%3C*Y z2(-z!g1Ctlso^j6*&f~%zDg@t?QFs(9;n~&e$;Pr%T@V4@=-TEyd<(oE$T^^fZT z20V@9LgG`hj$89*8n<0ZPamntYrO8tpAPTEIGIf6GOLrSG9`EFK?>c`4X3*Ho`xR3Og zuR^RUAQldtCf391eOW$#fju}S)}aIDSrS(jUKx-3`83K_2ef}%^wG+h*8+WW10G_oe}{ zd3dAq8P!)e&ymXAwy+^iU@VB^QeVS6bM~k=eZZ*4Z>*dJVi(M0$aprl6jo(6G@{Dt z3|Bc`-nsOWl6uF<=hvl;kB9qD#jb4`J=g|IoYRO3Y7(A59C#wIxivFJss4&{yZG#C zLkcY$Lrk8hsT1zOH!;bnn2jC-veL`K^Bxk{g6r8afh>LJT;^VK4qhZrJKw2y^LkO1 z3^riM?=N%dAn&BbNN1`}J;dY1bI)ko{a~Q@{FE?MOxvyvWlE<6+t3+~>K=yMKe%2Y~z-#g}x!g{LBU^ zS|%ep_ufr;0Ir8}Ea^UT)m>SmW#@dK#d3l;dZG3S4;dA&qpEv_{RK=GczE0Dho#x# z57$BE)>PXcC)lKw!_bO>HzzbkUwSs72JbHYb?)(EtyO^456T-9a1R`#CNiKw{O5CX zRuA0cXJ-2miAz7NmaF6lHyw*ZHd7k}|7qdqDO1sbMl_~AqZE}CG z;LX5xF@HwxN(@J<8nG%B3cEBy)*L>qo zAXBANkZrQ=xF?EWu4@lu=VgE6$mgL`2pmUWN(y_Tt-@4C>DRQtR7b%<@7c6aYOufm zG1x>3w%8=K5J^-+xGo7dWo7ZK8iLpy?~mtZc}dPthSF*4l#lD}%v-R=!1bI^UrOOl z&oXZ4E9D~I%#qhQ9!>RN@QR4R{j5=`C)T8)-g{~1LDbWB&Ce_4DzgmciVl_srtY!u zF`iCtcrP}&ynM}UpUJ#1&=AH9x&$*Ov*{X8&--xyaNk|Z0-m%lLvW2g?Og$uyrA)6 zo#i4Nw#ta3_ENTLbPgH|-vy+-G)VLX8JjJ362OZ`=eP#TL{LG_M z)ep5e^o_yL5ZqpspNWrEpTi6Xb1`_`Z;siiNi5Ac?{h7!7}~_;LmED}St(7^!01vT z%`(bQ?KLn!#f&?Ce)zg~VBmb~S^gu;TILwD`BgPm!oG2DV*Z69zslXzLHgk4;xr^fVf%k-9g@(CZ_^)rt^2hs0 z@@(4CADQr@pW?q7c!(~1_#UGd-J+*W%v*fxez9bHWYAyd4!zH_8||}-n-QKruLagN z_L$)NX)B-+t(8hU<;sGDtMRt%l76k;JPns|`oV5wYt=>L<=eDu|cV;Au9w z#>OemIxd`XIyov#);OL06?5yn&0nwP9gWQV4h^cwSGE^7}HO15e?JVu;*)-qi z%Z=6SfrP|`IczoF)1JPy0ItC9%yoN5VJKGr0Mm1 zk8{u_-=~OhXbP60l$-<>= zGKEQyKeQ;t>x*IH6S&FlWr`-7Moc9ihm((~H^ndCpx>KGW!GRa>&neCoP8>rI%Bsd z*c5hL`bW^aC)=|5p4p5&A z>3lz)y1`-9j?qG2aFdMf zZ?Hx-MnCZdff0q>UtFhF&7%CLfobMi`yO*!$SaqkyN)8{y_^Qkr7v=%!Dto_SNpY< z7)&mhy#XVkZ;2iy!U~sLX%ijEXVwP zALmzjN-i(8SeQ`~%bs6+zC(JyKLUO^S{^5QssryV2^wY_saN_nJ~_alme#!*#mkXM zJ|KCNg0}xKZoHtQ#Nb1TP|zru91qE&@=i`zu$gZnyAfI60ko1$PtgK?E9*P{_X+R) zIiaZ5$))@qEj;`0W|n*TmHMQPGa_{YWjK8L}9PLD(K zvb0Ws{#`9R-A037#<S|HyyrTnovVQ_WO$NqUmz&am22M&w5eHDGEu@o(Fyb=!EPX>Ezy^Lw$0@!o z=^&bhIDh!8<1QN^XiDO18wy@M;cn}>h+my@_!{iFTnH-(?UmBmy z{H8K=7CXa4g-^djvJww(KZrqQ;bsy>w|T1*PBQX5frGe6I_Y~F?1CPjfNS4UFA&bp zTsn5aDB3}C?3BxbS7;n~f4C_?w}4kO@~J?@U-X2<19z=Xb)V*fb{e0gjxA44UvS0t z50|Nl0j_2Z2SI&30E;v|;e0d86Y|Rfz{gVue`ZL>1pj0*Itl{wL?=v0`&ljB3 zK{|$??YVlxk3&(B$K!h)U^rn3NkYR(1oPz`B#Braes&02Kl3DfMx6osK0{AI3Gj^$ zbL%J^aO?yYRgNmJI9o4&Pr@E1!wFzG2}MGZRwEOOF%4!Sk4^{)8=Sr%O#UY45DBb`#p;3UT<6>hn%yzI&rG-;$x_s)+05QLkF^*Xfu%g2{ zyzeKQ5UgLek50U?Q3@=y;!X_dQ!|fgbrKAfw~0VOPUq>*Xc4VO%Hvetppz&e!Q(6U zK3NTD4~soXTx*n z8c+9{FUeIpSN^VQVk|@e+R4PTk^1=(zl=_iH`vDZHjSoxjD&u%qLyv#r1wQAS0(4% zr!|F7X+!r-J*9JsgYBI}x?+u9ofCHHQaaT)?jXZlh1bS`=aEi#ju8yU#{uz)XD2nx zD5rEJs3~#AtyJL-oT2?^`dJTe6xD)`q9+TpWle&mdbmJ1fYjN&WQ4CsWKjg-q99{E z1<5B3ZIQ;C#ozT=!?kPKLJs}Mrh<02l#Y_<=3Ezy9W8|oVX#<;X9ue5bk^ElYPIJY>M+d&FV$b%rNPm+cQsXh!t( z=H9~Pm+s!C;$JsXr5BjM)1;JoK2m zrfe!~?$PDP$R9fd(*_;BggqDO^LohRStMZ9*9BP>MrA`ab;9F&ReA*An#C;wN7Tp! z`Nl{`B^|@1xY}eMnFt-LgV@31eeiRKaPTPpbP;Er8R|*#)D-P8F4V}B*cs#u`lKVw^?i; zebi@t7Za2ByNqVMG7sP>!?0K;)W*6Nh}8WiB=UGYThDv$z`pW`l{EBGptemN+aTb~ z8$NS~M~B^!5+pShbbU)HD(TyhtCUd5GAZ$}SSOBon?(@QY)~A-oyp;!y$eg{ zML-8Up9jn*;k-_sUB+RlUlh2q0zU)KiPkQ{4}Eag&BFT>D^s2RSaoi(H~pb;S^|MA zxnf<0%P<c<>SYf+^o*qwk{WPoK0Xr-Fud!=6#8QhfmoN3A`x`inFM{*RdS z%r!j6!@^2Q*Ku!UMLn#E;7-bWp@ewm1a_i$j#ELmTEn@O7A>!hb8g;r-Zj^Wx25O? z`kEzVl8GysV4W>oL)13oWJ}nlg-TLPCzkP z{5|$gKAw}$Pam7wu==GL+SQW852_7O*t{BlT`%dQk;a{?9FjEc&5^vGRVUf)xIdQk ztz`L?{jnJ$Hs)03e#DkigdNlK@=-G0f`+l#s~IV#;@NDcq2aX>@H-JHk+7F*jE;X} z2?4M)ay=<%%UaJuG}Iya9N)uJogg=%@iDb%o4aMVnBCJ;l7`;FmB@Wf0esnqaH9lsHiP@UZ?W&)o6 ztiI$B)2R4bmaaZ!R~Z4&K2O0f&D@kL2rOfHC}X*giZJ+bkJ_j!=$BqsS&F63Or^?g zq6NsVnyD;hDLL!ZLc>baZm$xjAB?<)@onp)I-&Ni$d)Kw1|k4)eC{;whXHmhZfbDv z$1U`tUNCZ(yFl>M0ms3Cp^e-~$LYUJta0$JFg}eWt+~9cZHxQjLP<1!soLewv2a`U z!#5X&FD~d;H>$6z)vySl2N%8mn0mRaILNtBC2GlG$g}JrrF$spj*I7t&P%Z+C;i*B z!c&G7%lzornRxqFpKJ{BU?4XB;|1ewr!Mm2mQwY2Z5e=w7^jriH3Xa8v)s7>_ruvB zpU@t%`epZLpo7%2!bpU@QUlE2@7qO3nw=(f>J)oBqWS`t=LHsDV44Tf5C`ts(NA;a zda3w;wVn#1e@|Jlg2_*8|C(*H2}f`ol|>$E-PKU*os*Kz;aF*^Hg~x0go~$t&i7yr zONe6{<3JZ^#xk#?B~1Ku4~P?=KFSR)HC@2zR3N!$l&MmEtBvmnhhbxF=vX>} z?jn&NdfUkk{pm1L=x+6LU5xplQ~u}H%wU#entVrILX$vM2%T24x8{!0K%I-Kn05e6r14H{0!uZ`YhhT#v9+|Pm+KPIvYkX0;xJgaHiC6`pB#C#i3QyI? zV?*4!9z6yF;HtMFUn!2@6^yEc`<6lyXQd&g?r8uq)e?B0U+hRz@wZS-BUr$7E&sNG zu?aURoO?unCw4d8VdRPMr*PW!0xI?4xZ%0~!Ao(vDAb1{+u%#X8M0i)u{&&)ii3PM zZl|=Q$REqo$8iqa8n1X|ds?{Vu%?Ou(-D5q%fCD*fLTuKOwu!mUY3COi2#!Wh zd6CV!Pi1kSl+rK@EdI;i5|jP;L^GP+VY5=j0>3?9^c&a1+LycnQ0JJq69Cpak|rs# zD}tMU=Ss_1KL zEr#?2yUM(%X4?x*9SqGc20bKlM7REByN!{Qp?l=(c#@tRSpa#xGJIeWjtdR=Z9dr$ zueb94YV4$|^c(Xy$GQk9wAmeqG04+?^5`>)nY1lA%1qb-=z25TI!i8ZmSw?tD-IVqeJuk6od|8vP@50&<)$2eT$vG+k1DQ z9YGKqnrgHN;@X!YpKQTjftmD@Ja~kV;H1d2_{eA1*LXdzIartbWcB!ADF@(Kf@W8u zt7{1?d!HN-MO>PHiz1KA{}M%|WyAvd$&nX#MMNGPQLo0Q=R&pCA+hhx58Xd)Ws1uG zGH5?NFcz$L@~&7D+Bzx`GJmPj=p|?Hkh>8OMMUTSEs7ree^Dd>O3En1BrO|mIShq+ zYEZfd{S%BA_9{!S6b&j>Fxvn+h0wkQkZ`gSxjUc^tI0^`O%Jm^7N_xU2;&6+J@Oga zF;qI74D<;F-}Nn|0_XudDQj_c1z~+P24L!7Knz6#V(4T0f5Z^scLtrqJVrJhppDW} zaua6*GX*)hvdADGb|d;S$of)Zs4Uup?tH9YcYUJu4u9o9%bZ7^^MeVY>`Ky)iQr}? z@5sYhKZxWX()Nck@*Q2%d*jwP06nPTt|1Ur|K)AeCvn!p#a&_DIs8dmcA4( zR=z64l|0i^M)e9rRvsE)q^R3N_3HSZ@UI8&^6A9r-QyodR+OqX3|K?o2CYJmTQoHi znM}3=`k58nGlOsD>_-9@TD&iR_rG+~WXOdA`l!%0*LDUT(A8n7(UxlTr!Ld3D4y+W8+9KZA&1w zVtopc2hMZqz+}35VL7o{t9vp>AZAaSv*%aESn)z*JV3&l)JDX?eg|cR!I;Fp0uvpb zJ!{nDBAC~x3u`U0w$6=B-NDkF)+OJrhHn66t<8F!j!^zISv_=+k2IMSze)?hjQlT{ zlYR@O0a&|U4fJusJ;U+d{kMd!7sYor+kuKud zX5|I&8oBwGf$R97!PDUv%(OjgkTn@>T>R>9?kWP@{VfMle#q(i{=;4K-`w^7m%Gzs zM6VHMBELq`-(eYtu)pg>q#!=_*8C?d54*|af+V;=4^26eP9QhJ3u0%+H5{+T6HMNw zfZu-qjjajg4=P}Sz;D9_RQO~IgKc|&TzfU>U?nee2Jz#=7#LTbgpsCqH_#J*{~=y5 zzin>Hkg?%KAwEPF3|!u%+(2hi0w4;_;rj`ghfZRh_O^<`SF5WoFWg2veDz)s&>Y0E z)c%9I)gJB24`NWFfoA2Sfvdl?oWxR|H3(Jfy^{YabU|VGJfzt$@|NL}m+n&Mn5?T* zw0nehXHMH*_HUEizcVu8EzyIFu6!`pC&D_&e%8|ZD;1jB7Kzd?y7|M)33Ew!wu|fS z)tWx4npOJ)!y}u#B*#?=Okn1-2Cbk>QSL{c$K=I*W~B1qVi2J0*q-TO#av5QdjaM} zpMB~XIKXkDyH<}hI}&4Iu_z+k1Mw?*>JCH59N&1vWk-JdX#V7P>pW6ktJc7ZmQm>)yQ{w57M1%|LNk+HSU0pna)*?8b_)wXVbc$;u_j4QFwTVLb^p(691+q4>mHeR8)_r zlQkbXhHbnb@%7G2UYs&7egr+$8bQ2&GDNhiJ)7x8ZegpAM-^A9j}^2{h+REZz`c6)y Ob9`44L}87W&;37epa?Ah literal 0 HcmV?d00001 diff --git a/research/gauge44-ends7-t16/construction/COMPLETION-PRIORITY.json b/research/gauge44-ends7-t16/construction/COMPLETION-PRIORITY.json new file mode 100644 index 0000000000..e0df30aeef --- /dev/null +++ b/research/gauge44-ends7-t16/construction/COMPLETION-PRIORITY.json @@ -0,0 +1,746 @@ +{ + "0,1,2,3": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ] + ], + "registers": [ + 64, + 67 + ] + }, + "0,1,4,5": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ] + ], + "registers": [ + 32, + 35 + ] + }, + "0,1,6,7": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ] + ], + "registers": [ + 24, + 27 + ] + }, + "0,2,4,6": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "0", + "-1/2", + "1/2", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ], + [ + "0", + "0", + "0", + "0", + "1", + "0", + "0", + "1" + ], + [ + "0", + "0", + "0", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "-1/2", + "0", + "0", + "1/2" + ] + ], + "registers": [ + 16, + 18, + 19, + 297, + 301, + 303 + ] + }, + "0,2,5,7": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "0", + "-1/2", + "1/2", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ], + [ + "0", + "0", + "0", + "0", + "1", + "0", + "0", + "1" + ], + [ + "0", + "0", + "0", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "-1/2", + "0", + "0", + "1/2" + ] + ], + "registers": [ + 40, + 42, + 43, + 313, + 317, + 319 + ] + }, + "0,3,4,7": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "0", + "-1/2", + "1/2", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ], + [ + "0", + "0", + "0", + "0", + "1", + "0", + "0", + "1" + ], + [ + "0", + "0", + "0", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "-1/2", + "0", + "0", + "1/2" + ] + ], + "registers": [ + 72, + 74, + 75, + 329, + 333, + 335 + ] + }, + "0,3,5,6": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "0", + "-1/2", + "1/2", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ], + [ + "0", + "0", + "0", + "0", + "1", + "0", + "0", + "1" + ], + [ + "0", + "0", + "0", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "-1/2", + "0", + "0", + "1/2" + ] + ], + "registers": [ + 112, + 114, + 115, + 345, + 349, + 351 + ] + }, + "1,2,4,7": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "0", + "-1/2", + "1/2", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ], + [ + "0", + "0", + "0", + "0", + "1", + "0", + "0", + "1" + ], + [ + "0", + "0", + "0", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "-1/2", + "0", + "0", + "1/2" + ] + ], + "registers": [ + 8, + 10, + 11, + 361, + 365, + 367 + ] + }, + "1,2,5,6": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "0", + "-1/2", + "1/2", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ], + [ + "0", + "0", + "0", + "0", + "1", + "0", + "0", + "1" + ], + [ + "0", + "0", + "0", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "-1/2", + "0", + "0", + "1/2" + ] + ], + "registers": [ + 48, + 50, + 51, + 377, + 381, + 383 + ] + }, + "1,3,4,6": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "0", + "-1/2", + "1/2", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ], + [ + "0", + "0", + "0", + "0", + "1", + "0", + "0", + "1" + ], + [ + "0", + "0", + "0", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "-1/2", + "0", + "0", + "1/2" + ] + ], + "registers": [ + 80, + 82, + 83, + 393, + 397, + 399 + ] + }, + "1,3,5,7": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "0", + "-1/2", + "1/2", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ], + [ + "0", + "0", + "0", + "0", + "1", + "0", + "0", + "1" + ], + [ + "0", + "0", + "0", + "0", + "0", + "-1/2", + "1/2", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "-1/2", + "0", + "0", + "1/2" + ] + ], + "registers": [ + 104, + 106, + 107, + 409, + 413, + 415 + ] + }, + "2,3,4,5": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ] + ], + "registers": [ + 96, + 99 + ] + }, + "2,3,6,7": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ] + ], + "registers": [ + 88, + 91 + ] + }, + "4,5,6,7": { + "rows": [ + [ + "1", + "0", + "0", + "1", + "0", + "0", + "0", + "0" + ], + [ + "-1/2", + "0", + "0", + "1/2", + "0", + "0", + "0", + "0" + ] + ], + "registers": [ + 56, + 59 + ] + } +} \ No newline at end of file diff --git a/research/gauge44-ends7-t16/construction/INPUTS.json b/research/gauge44-ends7-t16/construction/INPUTS.json new file mode 100644 index 0000000000..2b12294b58 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/INPUTS.json @@ -0,0 +1,65 @@ +{ + "schema": "gauge44-compact-construction-v1", + "repository": "https://github.com/CrocSwap/integer-mult-bounds", + "commits": { + "main": "17ce0c79b7b51c2634b439ea5a2b754f09909693", + "pr635": "a6895a69f8ad98ab45777b03e9e6f48888c39f6f" + }, + "files": { + "main": { + "research/complex-k492-owner-repair/vendor/direct_delivery/inputs/hamming/PACKET-PROGRAMS.json.gz": "d833ae0390d165d7da0c639a3c7aeb77156c2ddb52447087cb49b9d03b19e9b9", + "research/complex-k492-owner-repair/vendor/direct_delivery/inputs/hamming/PROTOTYPE.json": "327d2a868043e846381aa58a33053c24425e8cad522ff401b10ec8af1d649a3f", + "research/complex-k492-owner-repair/vendor/joint_prefix/code/build_joint_prefix.py": "d7804669e528b6fd8d80195a4a2e76efac9bc67440b82c73973f4bc9fe273783", + "research/complex-k492-owner-repair/vendor/joint_prefix/data/JOINT-PREFIX.json": "0fddbd3f482b72a5197eacd75abe192e1d92f83aa2cde33a76dbc7be1682bcf2", + "research/complex-k492-owner-repair/vendor/multicold/code/build_cold_kernel.py": "aa556a1988f7d4c52bd82fd2a648769f7094bd75ba79582c15ec441d710e213b", + "research/complex-k492-owner-repair/vendor/multicold/code/run_portable.py": "322d29d43dbee8130cde15d4bf05396698b5e3dfe3735813899db91cc0ba7955", + "research/complex-k492-owner-repair/vendor/multicold/data/EIGHT-COLD.json": "089617bdc33fd9f27b7fc8e9ae9e01c8e65a86a57c4b6f180f4f378f3f0e6160", + "research/complex-k492-owner-repair/vendor/multicold/vendor/pr558/code/phases_full.py": "a273c325ffd6793d5b63b79a289a9d2bbc9292e6940fb5a926924f3708627af4", + "research/complex-k492-owner-repair/vendor/multicold/vendor/pr558/vendor/pr552/complex-global/vendor531/vendor/clifford/clifford_exact.py": "2982ead07721e83358dc67c6f49c2b4c16a236a6bebdfd72f58221be1f5d0962", + "research/complex-k492-owner-repair/vendor/multicold/vendor/pr558/vendor/pr552/complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz": "e070ae2c78b4a1b644b418774af62b40d8d16e6ba89602f0474afb557d507c37", + "research/complex-k492-owner-repair/vendor/multicold/vendor/pr558/vendor/pr552/complex-local/static44/gk/gk_common.py": "e68d190fd436b2f3955decb590adb53344d5d4ea0a19d62d86df1e4b55ecd198", + "research/complex-k492-owner-repair/vendor/multicold/vendor/pr558/vendor/pr552/complex-local/static44/gk/gk_word.py": "f027a9273bcf4e0971258c160b7d3b3c196366b32a529cff6e6a0e666b03826b", + "research/complex-k492-owner-repair/vendor/multicold/vendor/pr558/vendor/pr552/complex-local/static44/inputs/RAW504.json.gz": "1c6144791dbedf6427e3ee7b4c24fb05b5bf407f6346592f50f8dd8d9638108d", + "research/structural-gain/frontier-composition/global-replay/base/split-centres/FULL-WORD.json.gz": "375bd23001cd805707968005a9342827d5464e3f8e3a754197b31c46fc3f63c2", + "research/structural-gain/frontier-composition/multicold-eight-word/FULL-WORD.json.gz": "4d4a59db7f74d7505447fbb2aa87735771cca1d04a0afafa455d21bd8dbf1f77" + }, + "pr635": { + "research/complex-571-cold14-st2/code/build_cold_end.py": "864b4701dd73afd0c9d99761b7a749f3354c48985730f17054e18c052996a668", + "research/complex-571-cold14-st2/code/build_hpe.py": "ba2001695d8c7547a82260c3b016e01dac686e95a61757ca124eb9879078ea8e", + "research/complex-571-cold14-st2/code/build_port_stage.py": "beb0d30fde1b9a30db091880b38c4a8ec906da3f715c43de7db8bf7932526e72", + "research/complex-571-cold14-st2/code/hpe_adapters_local.py": "eb0b5c6c7161e18dc22168da3211448d321586edd15bcfb4b4741174d36993cf", + "research/complex-571-cold14-st2/code/hpe_audit_and_transport.py": "c9a05ff291016b870b4fc925b317abd9c3a604c73ffc8920dfdbbeb475e20aa3", + "research/complex-571-cold14-st2/code/hpe_audit_local.py": "6bd9a1e279c9c9e4f3767d9f82e537b559292906feb2ddab02f380fb6523a810", + "research/complex-571-cold14-st2/code/hpe_emit_local.py": "7e4a6fbc38c8228157b6311457d1496bf460291393043932d2c365f004f77805", + "research/complex-571-cold14-st2/data/TRI-SCHEDULE.json": "94da9d5575f5b237097a77ac7dd09aff594322dd9c35138bfd34ffc5e1a7a51e", + "research/complex-571-cold14-st2/data/recipes/k492-jp8-frame_regroup.json": "9bd347334de643f29865290be1ed37289f9cae6cd339547ac89b45fa7aaee65a", + "research/complex-571-cold14-st2/data/recipes/k492-jp8-hyperplane_end.json": "e4d4dfd83d0c64cb0a8ee8c8bbd95d0510ee68699859e568fe201cd6f8d250c1" + }, + "delta": { + "COLD44-RECIPE.json.gz": "22d0e01e990c0f1c588607a095271f7844851a437ba07174505e98e9528aed4c", + "COMPLETION-PRIORITY.json": "0274ffca1725e7460aaf7b672bc1248aa6dfdec11e5f0fec91af18b829f8ba47", + "build_gauge_cold44.py": "ec730a4d3ff12fb058780718b1d5a7afe61243c532679ef347a5a48e2af0a3bb", + "construct_gauge_xcentre.py": "d8d295566ef2399af2da0707a4adc83e07aa26d2344c01a66bd0ca7684cf9217", + "reproduce.py": "047bb9b3536b0b16bb08a21cd9fd80404ca9d022345f1aeab34b21dffc281c92" + } + }, + "word_content_sha256": { + "shadow-early": "edb55811a9d38802c311c74bdd2d4d1b2f3eaf37d06e4178eef0785c2fa4b57d", + "shadow-prefix": "6c361b33967bb62d878b3acef44a4ac2c70970e99f36a11906b03811495de533", + "raw": "0ac47f92fc2e3f5aa457d78f7b8a5c785bf140c546932b9dfcd9e610ad319180", + "port0": "7086d4309f145f0bf85b97f567e2cbeeaca9fc5011f62c86c805bfadeb0300fc", + "port1": "8f47545698a11072f8c6a0b50ae9c8acf8e4e2b0e35a0e8c672bbca216b04534", + "port2": "4e4919c140e07f6c820bea4aae83565b3b4967ffbfbb907611216ff6e2e6105d", + "port3": "9774dca3e4295e2eb9171a9cf34e1973bc72bad38eddec2cc0fc498bd9e041f3", + "regroup": "989082402d2292a18328e86927c0a12d34fcab18ef4ff724bd1ce691cf4e7531", + "hpe": "42fb8b3aa314593fe976820cf65824f5fce0ee4f95281796992d4809709864cc", + "cold44": "78c7aadacb6eec2eeecc124ca236e5bcfdba6a52b30c2971aaa596d1d119b290" + }, + "helper_map_sha256": "688d5115b221be68c96970822cc04ff698e2a84432fa7db9cb59057f6fe55def", + "canonical_content_sha256": "e6daee410e04d5e023faf21144081534ad222d334ce786e6b5f52407e6b3c41f", + "local_program_sha256": { + "forward": "d17399c8c7458bb7110d8596fab5f769cd4cb3733a3042277fa08bf03f42d6c9", + "backward": "4772df0663f88cc218fd7254eb202f46daf136c06e9e96c19ed8ea218b545dc4" + }, + "clifford_recipes_sha256": "0a60293f43d88dbb1b321f02e61204afe1b6272b1346968ef35705caea1e4771" +} diff --git a/research/gauge44-ends7-t16/construction/LICENSE b/research/gauge44-ends7-t16/construction/LICENSE new file mode 100644 index 0000000000..261eeb9e9f --- /dev/null +++ b/research/gauge44-ends7-t16/construction/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. For the purposes of this definition, + "control" means (i) the power, direct or indirect, to cause the + direction or management of such entity, whether by contract or + otherwise, or (ii) ownership of fifty percent (50%) or more of the + outstanding shares, or (iii) beneficial ownership of such entity. + + "You" (or "Your") shall mean an individual or Legal Entity + exercising permissions granted by this License. + + "Source" form shall mean the preferred form for making modifications, + including but not limited to software source code, documentation + source, and configuration files. + + "Object" form shall mean any form resulting from mechanical + transformation or translation of a Source form, including but + not limited to compiled object code, generated documentation, + and conversions to other media types. + + "Work" shall mean the work of authorship, whether in Source or + Object form, made available under the License, as indicated by a + copyright notice that is included in or attached to the work + (an example is provided in the Appendix below). + + "Derivative Works" shall mean any work, whether in Source or Object + form, that is based on (or derived from) the Work and for which the + editorial revisions, annotations, elaborations, or other modifications + represent, as a whole, an original work of authorship. For the purposes + of this License, Derivative Works shall not include works that remain + separable from, or merely link (or bind by name) to the interfaces of, + the Work and Derivative Works thereof. + + "Contribution" shall mean any work of authorship, including + the original version of the Work and any modifications or additions + to that Work or Derivative Works thereof, that is intentionally + submitted to Licensor for inclusion in the Work by the copyright owner + or by an individual or Legal Entity authorized to submit on behalf of + the copyright owner. For the purposes of this definition, "submitted" + means any form of electronic, verbal, or written communication sent + to the Licensor or its representatives, including but not limited to + communication on electronic mailing lists, source code control systems, + and issue tracking systems that are managed by, or on behalf of, the + Licensor for the purpose of discussing and improving the Work, but + excluding communication that is conspicuously marked or otherwise + designated in writing by the copyright owner as "Not a Contribution." + + "Contributor" shall mean Licensor and any individual or Legal Entity + on behalf of whom a Contribution has been received by Licensor and + subsequently incorporated within the Work. + + 2. Grant of Copyright License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + copyright license to reproduce, prepare Derivative Works of, + publicly display, publicly perform, sublicense, and distribute the + Work and such Derivative Works in Source or Object form. + + 3. Grant of Patent License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + (except as stated in this section) patent license to make, have made, + use, offer to sell, sell, import, and otherwise transfer the Work, + where such license applies only to those patent claims licensable + by such Contributor that are necessarily infringed by their + Contribution(s) alone or by combination of their Contribution(s) + with the Work to which such Contribution(s) was submitted. If You + institute patent litigation against any entity (including a + cross-claim or counterclaim in a lawsuit) alleging that the Work + or a Contribution incorporated within the Work constitutes direct + or contributory patent infringement, then any patent licenses + granted to You under this License for that Work shall terminate + as of the date such litigation is filed. + + 4. Redistribution. You may reproduce and distribute copies of the + Work or Derivative Works thereof in any medium, with or without + modifications, and in Source or Object form, provided that You + meet the following conditions: + + (a) You must give any other recipients of the Work or + Derivative Works a copy of this License; and + + (b) You must cause any modified files to carry prominent notices + stating that You changed the files; and + + (c) You must retain, in the Source form of any Derivative Works + that You distribute, all copyright, patent, trademark, and + attribution notices from the Source form of the Work, + excluding those notices that do not pertain to any part of + the Derivative Works; and + + (d) If the Work includes a "NOTICE" text file as part of its + distribution, then any Derivative Works that You distribute must + include a readable copy of the attribution notices contained + within such NOTICE file, excluding those notices that do not + pertain to any part of the Derivative Works, in at least one + of the following places: within a NOTICE text file distributed + as part of the Derivative Works; within the Source form or + documentation, if provided along with the Derivative Works; or, + within a display generated by the Derivative Works, if and + wherever such third-party notices normally appear. The contents + of the NOTICE file are for informational purposes only and + do not modify the License. You may add Your own attribution + notices within Derivative Works that You distribute, alongside + or as an addendum to the NOTICE text from the Work, provided + that such additional attribution notices cannot be construed + as modifying the License. + + You may add Your own copyright statement to Your modifications and + may provide additional or different license terms and conditions + for use, reproduction, or distribution of Your modifications, or + for any such Derivative Works as a whole, provided Your use, + reproduction, and distribution of the Work otherwise complies with + the conditions stated in this License. + + 5. Submission of Contributions. Unless You explicitly state otherwise, + any Contribution intentionally submitted for inclusion in the Work + by You to the Licensor shall be under the terms and conditions of + this License, without any additional terms or conditions. + Notwithstanding the above, nothing herein shall supersede or modify + the terms of any separate license agreement you may have executed + with Licensor regarding such Contributions. + + 6. Trademarks. This License does not grant permission to use the trade + names, trademarks, service marks, or product names of the Licensor, + except as required for reasonable and customary use in describing the + origin of the Work and reproducing the content of the NOTICE file. + + 7. Disclaimer of Warranty. Unless required by applicable law or + agreed to in writing, Licensor provides the Work (and each + Contributor provides its Contributions) on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or + implied, including, without limitation, any warranties or conditions + of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A + PARTICULAR PURPOSE. You are solely responsible for determining the + appropriateness of using or redistributing the Work and assume any + risks associated with Your exercise of permissions under this License. + + 8. Limitation of Liability. In no event and under no legal theory, + whether in tort (including negligence), contract, or otherwise, + unless required by applicable law (such as deliberate and grossly + negligent acts) or agreed to in writing, shall any Contributor be + liable to You for damages, including any direct, indirect, special, + incidental, or consequential damages of any character arising as a + result of this License or out of the use or inability to use the + Work (including but not limited to damages for loss of goodwill, + work stoppage, computer failure or malfunction, or any and all + other commercial damages or losses), even if such Contributor + has been advised of the possibility of such damages. + + 9. Accepting Warranty or Additional Liability. While redistributing + the Work or Derivative Works thereof, You may choose to offer, + and charge a fee for, acceptance of support, warranty, indemnity, + or other liability obligations and/or rights consistent with this + License. However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. + + END OF TERMS AND CONDITIONS + + APPENDIX: How to apply the Apache License to your work. + + To apply the Apache License to your work, attach the following + boilerplate notice, with the fields enclosed by brackets "[]" + replaced with your own identifying information. (Don't include + the brackets!) The text should be enclosed in the appropriate + comment syntax for the file format. We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/research/gauge44-ends7-t16/construction/NOTICE.md b/research/gauge44-ends7-t16/construction/NOTICE.md new file mode 100644 index 0000000000..16b0507070 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/NOTICE.md @@ -0,0 +1,9 @@ +# Construction delta notice + +Prepared for icekylinx with OpenAI GPT-6 Astra assistance. Apache-2.0. + +`construct_gauge_xcentre.py` modifies PR635's credited `construct_k_triangle.py`, which in turn extends icekylinx's PR531/PR514/PR425 factory lineage. Its original source comments are retained. The K-triangle schedule and the upstream porting, JP8 frame, kernel and HPE procedures are reused from the pinned source checkouts and are not new contributions of this delta. + +The new source-copy exchanges, complementary factory basis, carrier assignment, exact cold44 constructor and compact reproduction driver are described in `../CONSTRUCTION.md`. + +`UPSTREAM-NOTICE.md` is the complete unmodified notice from the pinned PR635 package. `LICENSE` is that package's Apache-2.0 license. All further notices and source credits of the referenced upstream packages remain applicable and are retained in the source checkouts rather than vendored again here. diff --git a/research/gauge44-ends7-t16/construction/REBUILD-CHECKS.json b/research/gauge44-ends7-t16/construction/REBUILD-CHECKS.json new file mode 100644 index 0000000000..0801f35da7 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/REBUILD-CHECKS.json @@ -0,0 +1,51 @@ +{ + "status": "PASS_COMPACT_SCALAR_REPRODUCTION_AND_FROZEN_RECIPE_SPLICE", + "steps": [ + { + "step": "shadow-early", + "exit_code": 0, + "seconds": 0.355 + }, + { + "step": "shadow-prefix", + "exit_code": 0, + "seconds": 0.511 + }, + { + "step": "gauge-forward", + "exit_code": 0, + "seconds": 0.527 + }, + { + "step": "port0", + "exit_code": 0, + "seconds": 0.468 + }, + { + "step": "port1", + "exit_code": 0, + "seconds": 0.636 + }, + { + "step": "port2", + "exit_code": 0, + "seconds": 0.474 + }, + { + "step": "port3", + "exit_code": 0, + "seconds": 0.497 + }, + { + "step": "cold44-exact", + "exit_code": 0, + "seconds": 2.754 + } + ], + "constructor_seconds": 6.222, + "word_content_sha256": "78c7aadacb6eec2eeecc124ca236e5bcfdba6a52b30c2971aaa596d1d119b290", + "all_step_input_and_output_pins_checked": true, + "regenerated_recipe_equals_frozen_recipe": true, + "frozen_splice_matches_exact_constructor": true, + "scope": "One portable scalar reconstruction from pinned main and PR635 inputs; existing native and independent mathematical receipts accompany the package separately." +} diff --git a/research/gauge44-ends7-t16/construction/UPSTREAM-NOTICE.md b/research/gauge44-ends7-t16/construction/UPSTREAM-NOTICE.md new file mode 100644 index 0000000000..ebc24a0168 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/UPSTREAM-NOTICE.md @@ -0,0 +1,34 @@ +# Attribution and scope + +Four verified provider types are offered to every call: PR571's prefix word with twelve multi-cut cold kernels (PR568's unchanged constructor), the same word with forty width-five entrance promotions (PR569's unchanged frame constructor) before those kernels, PR575's plain joint-prefix provider, and PR568's eight-cold provider. A window MILP with an exact per-pattern model chooses the dispatch and a literal owner map. PR583's six source-bound kernel frame coalescences (its unchanged constructor and negative controls) are applied to every PR571-prefix provider word (ck and atm3), followed by two further coalescences that each first move one addition past two commuting additions (package code/build_gate_moves.py, extending PR583's constructor); a final hyperplane_end step (package code/build_hpe.py) then runs 46 single-gate cleanups h -= p right after part B at the dim-8 join U of their registers, so 46 width-8 entering helpers per call end at U with width 7; each such gate commutes with every earlier cleanup gate on its registers (for 8 of them the partner's one earlier gate x -= p only reads p), and the reordered program is replayed exactly. A window MILP (exact windows, RINS around an LP vertex) gives the dispatch ck 45 / atm3 21 / jp8 6 and the literal owner map. + +Pinned external sources (unchanged; `verify.py` checks their manifests and every file it uses): +- PR568 (`research/complex-multicold`, commit `71c99ac935a33bb7b59a1b4a7af8725a939b0b90`). +- PR571 (`research/structural-gain`, commit `b7bdc5a8de18fcf418cfb9c7d83a2b1097a5e4a3`). +- PR569 (`research/larger-gain`, commit `897213a855b7fb8a1b8b0e552a2f5c42e6c1b326`). +- PR575 (`research/complex-joint-prefix`, commit `eac6f7e378ab622dac50a2fd4b7ef6eab014de44`). +- PR583 (`research/kernel-frame-coalescing`, commit `89be768f0157f5a3d8e4db69cf1748768605eac9`). + +Provider construction is described as typed steps in `data/SPEC.json` (`build`); `verify.py` runs only allowlisted step types with their paired omission audits and checks every input and output content hash. `code/` holds the spec-driven global admission scripts adapted from PR571's `frontier-composition/global-code/` (OpenAI Codex assisted, Apache-2.0): every expected value is read from `data/SPEC.json` and compared only after independent recomputation. `code/generated_identity.py` and `code/generated_identity_controls.py`, and the decompressed-content artifact identities in the bind, audit, invoice, assembly and phase-timing scripts, are taken unchanged from PR586 by chafreaky (`research/promoted-kernel-coalescing`, commit `4846fee5b06af770e9b3a10c36200f673d656725`, OpenAI Codex assisted, Apache-2.0), including its proof-content and reference/metadata mutation controls; the normalization of descriptive width metadata after frame changes follows the same PR. + +In PR601, the owner map was nominated by a HiGHS window MILP (adapted from PR569's `global/nominate_width7.py`) with lazy cross-time Hall cuts; this package's re-solved map is described below. Neither is an admission dependency. + +DreamingOfClouds with Claude Opus 5.5 (Anthropic), via Claude Code. (The PR601 package this one starts from states: "Prepared by Claude Code (Anthropic) research agents.") Apache-2.0 applies; LICENSE is included. All notices, licenses, source pins and AI disclosures of the pinned sources and their ancestry are retained in those packages and are not replaced by this notice. All inherited conditional assumptions remain conditional. + +**This package (complex-571-cold14, DreamingOfClouds).** It starts from PR601 (jeremykothe2, `research/complex-571-hpem46`, commit `529ab7dcb59d5ea7a5798e9e06cf5b3aee8a1550`). Everything above is kept unchanged except the following: +- every provider chain (ck, atm3, jp8) gains the typed step `cold_end` (`code/build_cold_end.py`, `code/cold_end_controls.py`; recipes `data/recipes/*-cold_end.json.gz`); +- the generalised native chain and the global admission scripts accept cold helpers that end below FULL (with `0:U` wrappers), a refactored exact cleanup, and check the wrapper order; +- `data/PLAN.json` / `data/OWNERS.json.gz` (dispatch and literal owner map) come from a relocate/swap/ejection-chain/provider-flip annealing search started from PR601's map, refined by an exact pattern-restricted owner model (CP-SAT) with a literal edge-colouring expansion (not an admission dependency); +- `data/SPEC.json` holds the expected values, recorded by a discovery run and then checked by a strict run. + +The cold-end construction (a row-plus-column cone condition for low-frame ends, a rank-0 dirt-spread premix and multi-gate lower-frame cleanup) builds on PR591 / PR592 / PR593 / PR601 (jeremykothe2) and our PR599 (Lean: multi-gate and cold hyperplane-end tails). DreamingOfClouds with Claude Opus 5.5 (Anthropic), via Claude Code. Build on this at your own risk. + +**This package (complex-571-cold14-b3, jeremykothe2).** It is PR604's `complex-571-cold14` (DreamingOfClouds) with ColdBeyond's second cold end per block (two new `cold_end` A-gate primitives, `PROOF-NOTE.md`), ColdSupply's E1 entering pair and reviewed controls, a free dispatch (jp8 ×60, atm3 ×12) and a literal owner map from an exact per-time-Hall window MIP. All other construction, code, controls and proofs are PR604's and earlier contributors', unchanged. + +**This package (complex-571-cold14-k492).** It is complex-571-cold14-b3 with these changes: +- **K-triangle base words.** The leaver-read K-triangle skeleton atom and its read schedule (`data/TRI-SCHEDULE.json`) are by AtomScout, a Claude Code research agent. `code/construct_k_triangle.py` is PR531's `code/construct_504.py` (icekylinx, OpenAI Codex / GPT assisted, Apache-2.0; pinned source `direct_delivery`) extended with that atom. +- **Ported chains.** The PR604/B3 chains are ported stage by stage onto the K-triangle words by `code/build_port_stage.py` (Port480, a Claude Code research agent). `code/build_frame_regroup.py` extends PR583's `build_frames.py` (chafreaky). +- **Helper count R.** The generalisation of the global scripts to the provider helper count R is by GlobalR (a Claude Code research agent), with AtomReviewer's fixes (PROOF-NOTE-R.md). +- **Owner map.** The owner map, the cold_end recipes on the K-triangle words and the package assembly are by Stack492, Port480 and ColdBeyond (Claude Code research agents). + +Build on this at your own risk. diff --git a/research/gauge44-ends7-t16/construction/barch/LOCAL-PINS-barch-U8.json b/research/gauge44-ends7-t16/construction/barch/LOCAL-PINS-barch-U8.json new file mode 100644 index 0000000000..4028b95c0e --- /dev/null +++ b/research/gauge44-ends7-t16/construction/barch/LOCAL-PINS-barch-U8.json @@ -0,0 +1,50 @@ +{ + "word": "U8", + "barch_controls": [ + "C0_identity", + "recipe", + "drop_restore", + "restore_full", + "drop_preread", + "donation_after", + "drop_restore@231", + "restore_full@231", + "drop_preread@231", + "donation_after@231", + "drop_restore@230", + "restore_full@230", + "drop_preread@230", + "donation_after@230", + "drop_restore@232", + "restore_full@232", + "drop_preread@232", + "donation_after@232", + "drop_restore@236", + "restore_full@236", + "drop_preread@236", + "donation_after@236", + "drop_restore@226", + "restore_full@226", + "drop_preread@226", + "donation_after@226", + "drop_restore@228", + "restore_full@228", + "drop_preread@228", + "donation_after@228", + "drop_restore@62", + "restore_full@62", + "drop_preread@62", + "donation_after@62", + "drop_restore@238", + "restore_full@238", + "drop_preread@238", + "donation_after@238" + ], + "layer_controls": 95, + "canonical_sha256": "24db880b7dab31e6af4eec8a1aba1bbbae29cd50d9a7b77cf0e9b571b3e5ae7c", + "program_sha256": { + "forward": "83d65a63f51bd1ce7f3dd4e4d3597311e065b4775796cd87aea3e3a62689047c", + "backward": "e4e483b764e9a85f84a04425e57d73ecdcc72eb2e4d97a64f17d9da58fa5ace0" + }, + "clifford_recipes_sha256": "4629507dcbdd516457c001ff8f9dbe750d1a0cbfa5cfa3c6be003d45804ba0c5" +} diff --git a/research/gauge44-ends7-t16/construction/barch/RECIPE-U8.json b/research/gauge44-ends7-t16/construction/barch/RECIPE-U8.json new file mode 100644 index 0000000000..ee215a805a --- /dev/null +++ b/research/gauge44-ends7-t16/construction/barch/RECIPE-U8.json @@ -0,0 +1,1528 @@ +{ + "base_sha256": "1e1d99ba7aab877d6b573c41f7030ee73de9a52fee51d0a822ddaae71251999f", + "B_delete": [ + 5, + 7, + 9, + 11, + 13, + 15, + 17, + 19, + 878, + 880, + 886, + 888, + 894, + 896, + 902, + 904, + 910, + 912, + 918, + 920, + 926, + 928, + 934, + 936, + 1215, + 1217, + 1223, + 1225, + 1231, + 1233, + 1239, + 1241, + 1247, + 1249, + 1255, + 1257, + 1263, + 1265, + 1271, + 1273 + ], + "B_insert": [ + [ + 5, + [ + "add", + 125, + 450, + 1, + 2, + [ + 24 + ] + ] + ], + [ + 7, + [ + "add", + 121, + 451, + 1, + 2, + [ + 24 + ] + ] + ], + [ + 9, + [ + "add", + 181, + 452, + 1, + 2, + [ + 30 + ] + ] + ], + [ + 11, + [ + "add", + 177, + 453, + 1, + 2, + [ + 30 + ] + ] + ], + [ + 13, + [ + "add", + 117, + 454, + -1, + 1, + [ + 30 + ] + ] + ], + [ + 15, + [ + "add", + 113, + 455, + -1, + 1, + [ + 30 + ] + ] + ], + [ + 17, + [ + "add", + 189, + 456, + -1, + 1, + [ + 24 + ] + ] + ], + [ + 19, + [ + "add", + 185, + 457, + -1, + 1, + [ + 24 + ] + ] + ], + [ + 676, + [ + "add", + 484, + 231, + 1, + 1, + [ + 386, + 64, + 34, + 24, + 4, + 1 + ] + ] + ], + [ + 677, + [ + "add", + 485, + 226, + 1, + 1, + [ + 388, + 68, + 32, + 24, + 2, + 1 + ] + ] + ], + [ + 693, + [ + "add", + 496, + 450, + 1, + 1, + [ + 260, + 132, + 70, + 38, + 24, + 1 + ] + ] + ], + [ + 694, + [ + "add", + 497, + 451, + 1, + 1, + [ + 260, + 132, + 64, + 32, + 24, + 1 + ] + ] + ], + [ + 711, + [ + "add", + 508, + 230, + 1, + 1, + [ + 390, + 70, + 38, + 20, + 10, + 1 + ] + ] + ], + [ + 712, + [ + "add", + 509, + 228, + 1, + 1, + [ + 390, + 64, + 32, + 20, + 10, + 1 + ] + ] + ], + [ + 729, + [ + "add", + 520, + 452, + 1, + 1, + [ + 268, + 140, + 64, + 38, + 30, + 1 + ] + ] + ], + [ + 730, + [ + "add", + 521, + 453, + 1, + 1, + [ + 266, + 138, + 70, + 32, + 30, + 1 + ] + ] + ], + [ + 747, + [ + "add", + 532, + 232, + -2, + 1, + [ + 385, + 64, + 33, + 18, + 11, + 7 + ] + ] + ], + [ + 748, + [ + "add", + 533, + 62, + -2, + 1, + [ + 385, + 65, + 32, + 19, + 10, + 7 + ] + ] + ], + [ + 763, + [ + "add", + 544, + 454, + -2, + 1, + [ + 267, + 139, + 65, + 33, + 25, + 7 + ] + ] + ], + [ + 764, + [ + "add", + 545, + 455, + -2, + 1, + [ + 267, + 139, + 64, + 32, + 25, + 7 + ] + ] + ], + [ + 779, + [ + "add", + 556, + 236, + -2, + 1, + [ + 385, + 65, + 33, + 24, + 4, + 3 + ] + ] + ], + [ + 780, + [ + "add", + 557, + 238, + -2, + 1, + [ + 385, + 64, + 32, + 24, + 4, + 3 + ] + ] + ], + [ + 795, + [ + "add", + 568, + 456, + -2, + 1, + [ + 258, + 130, + 64, + 33, + 24, + 7 + ] + ] + ], + [ + 796, + [ + "add", + 569, + 457, + -2, + 1, + [ + 259, + 131, + 65, + 32, + 24, + 7 + ] + ] + ], + [ + 1215, + [ + "add", + 125, + 450, + -1, + 2, + [ + 256, + 128, + 66, + 34, + 24, + 4, + 1 + ] + ] + ], + [ + 1217, + [ + "add", + 121, + 451, + -1, + 2, + [ + 260, + 132, + 64, + 32, + 24, + 2, + 1 + ] + ] + ], + [ + 1223, + [ + "add", + 149, + 231, + -1, + 2, + [ + 258, + 128, + 64, + 34, + 24, + 4, + 1 + ] + ] + ], + [ + 1225, + [ + "add", + 145, + 226, + -1, + 2, + [ + 256, + 132, + 68, + 32, + 24, + 2, + 1 + ] + ] + ], + [ + 1231, + [ + "add", + 181, + 452, + -1, + 2, + [ + 262, + 134, + 64, + 38, + 20, + 10, + 1 + ] + ] + ], + [ + 1233, + [ + "add", + 177, + 453, + -1, + 2, + [ + 256, + 128, + 70, + 32, + 20, + 10, + 1 + ] + ] + ], + [ + 1239, + [ + "add", + 221, + 230, + -1, + 2, + [ + 256, + 134, + 70, + 38, + 20, + 10, + 1 + ] + ] + ], + [ + 1241, + [ + "add", + 217, + 228, + -1, + 2, + [ + 262, + 128, + 64, + 32, + 20, + 10, + 1 + ] + ] + ], + [ + 1247, + [ + "add", + 117, + 454, + 1, + 1, + [ + 256, + 128, + 65, + 33, + 18, + 11, + 7 + ] + ] + ], + [ + 1249, + [ + "add", + 113, + 455, + 1, + 1, + [ + 257, + 129, + 64, + 32, + 19, + 10, + 7 + ] + ] + ], + [ + 1255, + [ + "add", + 157, + 232, + 1, + 1, + [ + 257, + 128, + 64, + 33, + 18, + 11, + 7 + ] + ] + ], + [ + 1257, + [ + "add", + 153, + 62, + 1, + 1, + [ + 256, + 129, + 65, + 32, + 19, + 10, + 7 + ] + ] + ], + [ + 1263, + [ + "add", + 189, + 456, + 1, + 1, + [ + 257, + 129, + 64, + 33, + 24, + 4, + 3 + ] + ] + ], + [ + 1265, + [ + "add", + 185, + 457, + 1, + 1, + [ + 256, + 128, + 65, + 32, + 24, + 4, + 3 + ] + ] + ], + [ + 1271, + [ + "add", + 213, + 236, + 1, + 1, + [ + 256, + 129, + 65, + 33, + 24, + 4, + 3 + ] + ] + ], + [ + 1273, + [ + "add", + 209, + 238, + 1, + 1, + [ + 257, + 128, + 64, + 32, + 24, + 4, + 3 + ] + ] + ] + ], + "B_frames": { + "1340": [ + 256, + 128, + 66, + 34, + 24, + 4, + 1 + ], + "1343": [ + 256, + 128, + 64, + 32, + 24, + 4, + 1 + ], + "1346": [ + 260, + 132, + 68, + 36, + 24, + 2, + 1 + ], + "1349": [ + 260, + 132, + 64, + 32, + 24, + 2, + 1 + ], + "1352": [ + 258, + 128, + 64, + 34, + 24, + 4, + 1 + ], + "1355": [ + 260, + 128, + 68, + 32, + 24, + 2, + 1 + ], + "1358": [ + 256, + 130, + 64, + 34, + 24, + 4, + 1 + ], + "1361": [ + 256, + 132, + 68, + 32, + 24, + 2, + 1 + ], + "1364": [ + 262, + 134, + 64, + 38, + 20, + 10, + 1 + ], + "1367": [ + 262, + 134, + 70, + 32, + 18, + 12, + 1 + ], + "1370": [ + 256, + 128, + 64, + 38, + 18, + 12, + 1 + ], + "1373": [ + 256, + 128, + 70, + 32, + 20, + 10, + 1 + ], + "1376": [ + 256, + 134, + 70, + 38, + 20, + 10, + 1 + ], + "1379": [ + 256, + 134, + 64, + 32, + 20, + 10, + 1 + ], + "1382": [ + 262, + 128, + 70, + 38, + 20, + 10, + 1 + ], + "1385": [ + 262, + 128, + 64, + 32, + 20, + 10, + 1 + ], + "1388": [ + 256, + 128, + 65, + 33, + 18, + 11, + 7 + ], + "1391": [ + 256, + 128, + 64, + 32, + 18, + 11, + 7 + ], + "1394": [ + 257, + 129, + 65, + 33, + 19, + 10, + 7 + ], + "1397": [ + 257, + 129, + 64, + 32, + 19, + 10, + 7 + ], + "1400": [ + 257, + 128, + 64, + 33, + 18, + 11, + 7 + ], + "1403": [ + 257, + 128, + 65, + 32, + 19, + 10, + 7 + ], + "1406": [ + 256, + 129, + 64, + 33, + 18, + 11, + 7 + ], + "1409": [ + 256, + 129, + 65, + 32, + 19, + 10, + 7 + ], + "1412": [ + 257, + 129, + 64, + 33, + 24, + 4, + 3 + ], + "1415": [ + 257, + 129, + 65, + 32, + 24, + 5, + 2 + ], + "1418": [ + 256, + 128, + 64, + 33, + 24, + 5, + 2 + ], + "1421": [ + 256, + 128, + 65, + 32, + 24, + 4, + 3 + ], + "1424": [ + 256, + 129, + 65, + 33, + 24, + 4, + 3 + ], + "1427": [ + 256, + 129, + 64, + 32, + 24, + 4, + 3 + ], + "1430": [ + 257, + 128, + 65, + 33, + 24, + 4, + 3 + ], + "1433": [ + 257, + 128, + 64, + 32, + 24, + 4, + 3 + ] + }, + "tail_insert": [ + [ + 7, + [ + "add", + 496, + 450, + -1, + 1, + [ + 256, + 128, + 64, + 32, + 24, + 4, + 2, + 1 + ] + ] + ], + [ + 6, + [ + "add", + 497, + 451, + -1, + 1, + [ + 256, + 128, + 64, + 32, + 24, + 4, + 2, + 1 + ] + ] + ], + [ + 5, + [ + "add", + 520, + 452, + -1, + 1, + [ + 256, + 128, + 64, + 32, + 18, + 10, + 6, + 1 + ] + ] + ], + [ + 4, + [ + "add", + 521, + 453, + -1, + 1, + [ + 256, + 128, + 64, + 32, + 18, + 10, + 6, + 1 + ] + ] + ], + [ + 3, + [ + "add", + 544, + 454, + 2, + 1, + [ + 256, + 128, + 64, + 32, + 18, + 10, + 6, + 1 + ] + ] + ], + [ + 2, + [ + "add", + 545, + 455, + 2, + 1, + [ + 256, + 128, + 64, + 32, + 18, + 10, + 6, + 1 + ] + ] + ], + [ + 1, + [ + "add", + 568, + 456, + 2, + 1, + [ + 256, + 128, + 64, + 32, + 24, + 4, + 2, + 1 + ] + ] + ], + [ + 0, + [ + "add", + 569, + 457, + 2, + 1, + [ + 256, + 128, + 64, + 32, + 24, + 4, + 2, + 1 + ] + ] + ] + ], + "cleanup_prepend": [ + [ + "add", + 484, + 231, + -1, + 1, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 485, + 226, + -1, + 1, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 508, + 230, + -1, + 1, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 509, + 228, + -1, + 1, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 532, + 232, + 2, + 1, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 533, + 62, + 2, + 1, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 556, + 236, + 2, + 1, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 557, + 238, + 2, + 1, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ] + ], + "local_profile": { + "1": 2548, + "2": 338, + "3": 446, + "4": 162, + "5": 72, + "8": 8 + }, + "expect_sha256": "090fd574747fbf9628e70cb9beb792732914cfa52e1df147579fe4dbccc68c5a", + "priced": { + "dk_ideal": 3.140480230774418e-07, + "dP": { + "5": 16, + "4": -32, + "3": 16 + } + }, + "variants": [ + { + "X": 231, + "E": 450, + "dsides": [ + 878, + 886 + ], + "donors": [ + 450, + 231 + ], + "hold": [ + 496, + 484 + ], + "kept": { + "1215": 450, + "1223": 231 + }, + "when": "mid" + }, + { + "X": 230, + "E": 452, + "dsides": [ + 894, + 902 + ], + "donors": [ + 452, + 230 + ], + "hold": [ + 520, + 508 + ], + "kept": { + "1231": 452, + "1239": 230 + }, + "when": "mid" + }, + { + "X": 232, + "E": 454, + "dsides": [ + 910, + 918 + ], + "donors": [ + 454, + 232 + ], + "hold": [ + 544, + 532 + ], + "kept": { + "1247": 454, + "1255": 232 + }, + "when": "mid" + }, + { + "X": 236, + "E": 456, + "dsides": [ + 926, + 934 + ], + "donors": [ + 456, + 236 + ], + "hold": [ + 568, + 556 + ], + "kept": { + "1263": 456, + "1271": 236 + }, + "when": "mid" + }, + { + "X": 226, + "E": 451, + "dsides": [ + 880, + 888 + ], + "donors": [ + 451, + 226 + ], + "hold": [ + 497, + 485 + ], + "kept": { + "1217": 451, + "1225": 226 + }, + "when": "mid" + }, + { + "X": 228, + "E": 453, + "dsides": [ + 896, + 904 + ], + "donors": [ + 453, + 228 + ], + "hold": [ + 521, + 509 + ], + "kept": { + "1233": 453, + "1241": 228 + }, + "when": "mid" + }, + { + "X": 62, + "E": 455, + "dsides": [ + 912, + 920 + ], + "donors": [ + 455, + 62 + ], + "hold": [ + 545, + 533 + ], + "kept": { + "1249": 455, + "1257": 62 + }, + "when": "mid" + }, + { + "X": 238, + "E": 457, + "dsides": [ + 928, + 936 + ], + "donors": [ + 457, + 238 + ], + "hold": [ + 569, + 557 + ], + "kept": { + "1265": 457, + "1273": 238 + }, + "when": "mid" + } + ] +} \ No newline at end of file diff --git a/research/gauge44-ends7-t16/construction/barch/build_tri.py b/research/gauge44-ends7-t16/construction/barch/build_tri.py new file mode 100644 index 0000000000..11c4371114 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/barch/build_tri.py @@ -0,0 +1,87 @@ +#!/usr/bin/env python3 +"""build_tri.py BASE_WORD RECIPE OUT_WORD [--control NAME] + +Standard library only. Applies a NewBArch triangle-hybrid recipe to the X4 word (1e1d99ba) and writes a FULL-WORD.json.gz. +Recipe keys (all indices refer to the BASE word): + base_sha256 sha256 of the decompressed base JSON (checked) + B_delete list of B indices removed + B_insert list of [pos, gate]: gate (with frame) inserted before base B gate pos (list order kept) + B_frames {index: frame}: explicit re-chosen frame of a kept base B gate + tail_insert list of [early_index, gate]: gates appended to cleanup in list order, then registered as early cleanup at early_index (ascending) + cleanup_prepend list of gates prepended to the full cleanup (early indices are shifted) + local_profile report.local_profile of the result + expect_sha256 sha256 of the decompressed result (checked unless a control is requested) +Controls (each must be REJECTED by audit_local; see controls.json): + drop_restore omit cleanup_prepend (end value of the holder not restored) + restore_full move tail_insert gates into the full cleanup (FULL frame) instead of early cleanup + drop_preread omit the inserted entrance pre-reads (inserted target += E gates at pos < first donation) + donation_after insert each donation after its reading target's read instead of before it + NAME@X the same control restricted to the instance whose packet register is X (recipe 'variants') +""" +import sys, json, gzip, hashlib, copy + +FULL = [256, 128, 64, 32, 16, 8, 4, 2, 1] + +def load(p): + raw = gzip.decompress(open(p, 'rb').read()); return json.loads(raw), hashlib.sha256(raw).hexdigest() + +def apply(w, rc, control=None): + w = copy.deepcopy(w); B = w['B'] + S = None + if control and '@' in control: # per-instance control: name@X mutates only instance X's gates + control, x = control.split('@'); x = int(x) + vv = [s for s in rc['variants'] if s['X'] == x][0]; S = {vv['X'], vv['E'], *vv['hold']} + sel = lambda g: S is None or bool({g[1], g[2]} & S) + dele = set(rc['B_delete']); fr = {int(k): f for k, f in rc['B_frames'].items()} + ins = [list(x) for x in rc['B_insert']] + don = [x for x in ins if not (112 <= x[1][1] < 224)] # donations: destination is not a target + first_don = min(p for p, _ in don) if don else 0 + if control == 'drop_preread': + ins = [x for x in ins if not (x[0] < first_don and 112 <= x[1][1] < 224 and sel(x[1]))] + if control == 'donation_after': + new = [] + for p, g in ins: + if g in [d[1] for d in don] and sel(g): + rd = [i for i, e in enumerate(B) if i >= p and e[0] == 'add' and e[2] == g[1] and 112 <= e[1] < 224] + p = rd[0] + 1 + new.append([p, g]) + ins = new + at = {} + for p, g in ins: at.setdefault(p, []).append(list(g)) + out = [] + for i, e in enumerate(B): + out.extend(at.get(i, [])) + if i in dele: continue + e = list(e) + if i in fr: e = e[:-1] + [list(fr[i])] + out.append(e) + out.extend(at.get(len(B), [])) + w['B'] = out + pre = [list(g) for g in rc['cleanup_prepend'] if not (control == 'drop_restore' and sel(g))] + tails = [list(x) for x in rc['tail_insert']] + if control == 'restore_full': + pre = pre + [g[1][:-1] + [FULL] for g in tails if sel(g[1])]; tails = [g for g in tails if not sel(g[1])] + C = pre + w['cleanup']; sh = len(pre) + early = [[i + sh, U] for i, U in w['early_cleanup']] + idx = [] + for j, g in tails: C.append(list(g)); idx.append((j, len(C) - 1, list(g[-1]))) # appended in recipe order + for j, ci, U in sorted(idx): early.insert(j, [ci, U]) # then registered at their early index + w['cleanup'] = C; w['early_cleanup'] = early + w['report'] = dict(w['report']); w['report']['local_profile'] = rc['local_profile'] + return w + +def main(): + a = sys.argv[1:]; control = None + if '--control' in a: k = a.index('--control'); control = a[k + 1]; del a[k:k + 2] + base, out = a[0], a[2] + w, sha = load(base); rc = json.load(open(a[1])) + if sha != rc['base_sha256']: raise SystemExit('base sha mismatch ' + sha) + w2 = apply(w, rc, control) + raw = json.dumps(w2, separators=(',', ':')).encode() + open(out, 'wb').write(gzip.compress(raw, mtime=0)) + s = hashlib.sha256(raw).hexdigest() + if control is None and s != rc['expect_sha256']: raise SystemExit('result sha mismatch ' + s) + print(json.dumps(dict(control=control, sha256=s))) + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/barch/reproduce_barch.py b/research/gauge44-ends7-t16/construction/barch/reproduce_barch.py new file mode 100644 index 0000000000..22f15b491d --- /dev/null +++ b/research/gauge44-ends7-t16/construction/barch/reproduce_barch.py @@ -0,0 +1,92 @@ +#!/usr/bin/env python3 +"""Rebuild the B0 word (NewBArch's width-neutral triangle-hybrid B-delivery rewrite on X4) and its native locals. + +Input: a fresh `construction/jx/reproduce_jx.py` output directory; its X4 word (1e1d99ba...) is pinned there and by +RECIPE-B0.json (base_sha256). Steps, each checked exactly: + 1. barch: build_tri.py (standard library only; NewBArch) applies the recipe's explicit B deletes and inserts (with frames), + re-chosen B frames, early-cleanup tails and FULL-cleanup restores; it checks the base and result shas (d9ba0942...). + 2. barch-controls: run_controls.py rebuilds C0 (identity, must reproduce the input), the recipe word (must PASS #645's + independent audit_local.py) and four mutants (drop_restore, restore_full, drop_preread, donation_after), globally + and for each recipe variant (NAME@X); each mutant must FAIL audit_local with its pinned message. Every outcome is + required and the control set is pinned (LOCAL-PINS). + 3. layer-end-controls: ../layers_p6n/layer_end_controls.py (per-end variant) on the B0 word; count pinned. + 4. native, ledgers, local-replay, wrappers, phases: PR635's native local programs; canonical word, local programs and + Clifford recipes pinned (LOCAL-PINS-barch-.json). +Apache-2.0. Driver by ColdWitness around NewBArch's builder and controls. +""" +import argparse, gzip, hashlib, json, os, subprocess, sys, time +from pathlib import Path + +HERE = Path(__file__).resolve().parent +PKG = HERE.parents[1] +P6 = HERE.parent / 'layers_p6n' +MUTANTS = ('drop_restore', 'restore_full', 'drop_preread', 'donation_after') + + +def read(p): + raw = Path(p).read_bytes() + return json.loads(gzip.decompress(raw) if str(p).endswith('.gz') else raw) + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True) + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--jx-dir', type=Path, required=True, help='construction/jx/reproduce_jx.py output') + ap.add_argument('--recipe', default='U8', help='RECIPE-.json and LOCAL-PINS-barch-.json') + ap.add_argument('--out', type=Path, required=True) + ap.add_argument('--skip-phases', action='store_true') + a = ap.parse_args() + out = a.out.resolve(); assert not out.exists(); out.mkdir(parents=True) + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = a.main.resolve() / 'research/complex-k492-owner-repair/vendor/multicold' + base = src / 'vendor/pr558'; parent = base / 'vendor/pr552' + rfile = HERE / ('RECIPE-%s.json' % a.recipe); rec = read(rfile); pins = read(HERE / ('LOCAL-PINS-barch-%s.json' % a.recipe)) + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src)) + for k in ('PYTHONOPTIMIZE', 'XPARAM', 'EXTRAH', 'PAIRING_RANKS', 'DIAG', 'HYBBUDGET', 'PR635_CODE'): env.pop(k, None) + steps = [] + + def run(label, script, *args, portable=True): + t = time.monotonic() + cmd = [sys.executable, '-B'] + ([str(src / 'code/run_portable.py')] if portable else []) + [str(script), *map(str, args)] + with (out / (label + '.log')).open('w') as f: + rc = subprocess.call(cmd, env=env, stdout=f, stderr=subprocess.STDOUT) + steps.append(dict(step=label, exit_code=rc, seconds=round(time.monotonic() - t, 3))) + (out / 'STEPS.json').write_text(json.dumps(steps, indent=2) + '\n') + assert rc == 0, label + print('PASS', label, flush=True) + + inp = a.jx_dir.resolve() / 'jx/FULL-WORD.json.gz' + assert hashlib.sha256(gzip.decompress(inp.read_bytes())).hexdigest() == rec['base_sha256'], 'input must be the pinned X4 word' + (out / 'barch').mkdir(); word = out / 'barch/FULL-WORD.json.gz' + run('barch', HERE / 'build_tri.py', inp, rfile, word, portable=False) + assert hashlib.sha256(gzip.decompress(word.read_bytes())).hexdigest() == rec['expect_sha256'] + run('barch-controls', HERE / 'run_controls.py', inp, rfile, PKG / 'independent/audit_local.py', out / 'barch-controls', portable=False) + res = read(out / 'barch-controls/controls.json') + want = ['C0_identity', 'recipe', *MUTANTS] + [m + '@' + str(v['X']) for v in rec.get('variants', []) for m in MUTANTS] + assert sorted(res) == sorted(want) == sorted(pins['barch_controls']) and all(x['ok'] for x in res.values()), res + routing = parent / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz' + env['PR635_CODE'] = str(up / 'code') + run('layer-end-controls', P6 / 'layer_end_controls.py', word, routing, out / 'controls') + env.pop('PR635_CODE') + ctl = read(out / 'controls/COLD-END-CONTROLS.json') + assert ctl['status'] == 'PASS_COLD_END_RAW_WORD_CONTROLS' and len(ctl['rejected']) == pins['layer_controls'], len(ctl['rejected']) + local = out / 'local' + run('native', up / 'code/hpe_audit_and_transport.py', '--raw', word, '--routing', routing, '--out', local) + assert hashlib.sha256(gzip.decompress((local / 'CANONICAL-WORD.json.gz').read_bytes())).hexdigest() == pins['canonical_sha256'], 'canonical word' + run('ledgers', up / 'code/hpe_emit_local.py', local) + run('local-replay', up / 'code/hpe_audit_local.py', local) + run('wrappers', up / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', + local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + checks = read(local / 'LOCAL-CHECKS.json') + for o, s in pins['program_sha256'].items(): assert checks[o]['sha256'] == s, ('local program', o) + if not a.skip_phases: + run('phases', base / 'code/phases_full.py', local, parent / 'complex-global/vendor531/vendor/clifford') + assert hashlib.sha256((local / 'CLIFFORD-RECIPES.json').read_bytes()).hexdigest() == pins['clifford_recipes_sha256'], 'clifford recipes' + print('DONE', local, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/barch/run_controls.py b/research/gauge44-ends7-t16/construction/barch/run_controls.py new file mode 100644 index 0000000000..f1ce999bfb --- /dev/null +++ b/research/gauge44-ends7-t16/construction/barch/run_controls.py @@ -0,0 +1,33 @@ +#!/usr/bin/env python3 +"""run_controls.py BASE_WORD RECIPE AUDIT_LOCAL_PY OUTDIR : C0 identity, the recipe word (must PASS) and the four negative +controls (each must FAIL audit_local with its pinned message prefix). Standard library only; writes OUTDIR/controls.json.""" +import sys, json, subprocess, os, gzip, hashlib +base, recipe, audit, out = sys.argv[1:5] +here = os.path.dirname(os.path.abspath(__file__)); os.makedirs(out, exist_ok=True) +# pinned rejection sites (observed on RECIPE-V1 and RECIPE-B0; the failing rows are recorded in controls.json): the holder 485 is not restored; the low-end restore 497-=451 moved to the +# FULL cleanup runs after 451's own tail and leaves 497 wrong; without the pre-read (or with the donation after the read) +# the entering helper's start value reaches a target. +EXPECT = {None: 'PASS', 'drop_restore': 'all-column endpoint failure (False, ', + 'restore_full': 'all-column endpoint failure (False, ', + 'drop_preread': 'nonzero entrance response', 'donation_after': 'nonzero entrance response'} +res = {} +ident = os.path.join(out, 'C0.json') +json.dump(dict(json.load(open(recipe)), B_delete=[], B_insert=[], B_frames={}, tail_insert=[], cleanup_prepend=[], + local_profile=json.loads(gzip.decompress(open(base, 'rb').read()))['report']['local_profile'], + expect_sha256=hashlib.sha256(gzip.decompress(open(base, 'rb').read())).hexdigest()), open(ident, 'w')) +r = subprocess.run([sys.executable, '-B', os.path.join(here, 'build_tri.py'), base, ident, os.path.join(out, 'C0.json.gz')], capture_output=True, text=True) +res['C0_identity'] = dict(ok=r.returncode == 0, out=r.stdout.strip() or r.stderr.strip()[-200:]) +ctls = list(EXPECT) + [c + '@' + str(s['X']) for s in json.load(open(recipe)).get('variants', []) for c in EXPECT if c] +for ctl in ctls: + name = ctl or 'recipe'; wp = os.path.join(out, name + '.json.gz') + cmd = [sys.executable, '-B', os.path.join(here, 'build_tri.py'), base, recipe, wp] + (['--control', ctl] if ctl else []) + b = subprocess.run(cmd, capture_output=True, text=True) + if b.returncode: res[name] = dict(ok=False, build=b.stderr[-300:]); continue + a = subprocess.run([sys.executable, '-B', audit, '--word', wp, '--output', os.path.join(out, name + '.audit.json')], capture_output=True, text=True) + txt = a.stdout + a.stderr + if ctl is None: ok = a.returncode == 0 and 'PASS_INDEPENDENT' in txt + else: ok = a.returncode != 0 and EXPECT[ctl.split('@')[0]] in txt + res[name] = dict(ok=ok, build=json.loads(b.stdout), audit_tail=txt.strip().splitlines()[-1][:200]) +json.dump(res, open(os.path.join(out, 'controls.json'), 'w'), indent=1) +print(json.dumps({k: x['ok'] for k, x in res.items()})) +sys.exit(0 if all(x['ok'] for x in res.values()) else 1) diff --git a/research/gauge44-ends7-t16/construction/build_gauge_cold44.py b/research/gauge44-ends7-t16/construction/build_gauge_cold44.py new file mode 100644 index 0000000000..72d2945f6b --- /dev/null +++ b/research/gauge44-ends7-t16/construction/build_gauge_cold44.py @@ -0,0 +1,210 @@ +"""Exact dyadic cold-end realization of the source-branch/factory-completion word. +Prepared for icekylinx with OpenAI Codex assistance; Apache-2.0. +This is a constructor: independent endpoint/frame audits remain required. +""" +from pathlib import Path +from fractions import Fraction as Q +from collections import Counter +import copy,gzip,json,hashlib,time,sys,argparse,importlib.util +D=Path(__file__).resolve().parent +ap=argparse.ArgumentParser(description=__doc__) +for name in ('input','out','hamming','upstream-package'):ap.add_argument('--'+name,type=Path,required=True) +args=ap.parse_args();WPATH=args.input;OUT=args.out +assert __debug__, 'Assertions are required' +OUT.mkdir(exist_ok=False,parents=True) +def rd(p):return json.loads(gzip.decompress(p.read_bytes()) if p.suffix=='.gz' else p.read_bytes()) +w=rd(WPATH);v=w['report']['v'];n=2*v+w['report']['R'];N=list(range(v))+list(range(2*v,n));ix={x:i for i,x in enumerate(N)} +F9=[256,128,64,32,16,8,4,2,1];t0=time.monotonic() +def basis(vs): + d={} + for a in vs: + for k in sorted(d,reverse=True): + if a>>k&1:a^=d[k] + if a: + k=a.bit_length()-1 + for j in d: + if d[j]>>k&1:d[j]^=a + d[k]=a + return tuple(d[k] for k in sorted(d,reverse=True)) +def inside(a,b):return basis(a+b)==b +def regs(e):return e[1:3] if e[0]=='add' else e[1:2] +def inverse(e): + e=copy.deepcopy(e) + if e[0]=='add':e[3]=-e[3] + else:e[2],e[3]=e[3],e[2] + return e +def apply(e,M,mapping=None): + t=mapping[e[1]] if mapping is not None else e[1] + if e[0]=='add': + s=mapping[e[2]] if mapping is not None else e[2];q=Q(e[3],e[4]) + for j,a in M[s].items(): + x=M[t].get(j,Q(0))+q*a + if x:M[t][j]=x + else:M[t].pop(j,None) + else: + q=Q(e[2],e[3]);M[t]={j:q*a for j,a in M[t].items()} +def rref(A): + a=[list(map(Q,row)) for row in A];nr=len(a);nc=len(a[0]) if nr else 0;row=0;piv=[] + for c in range(nc): + k=next((i for i in range(row,nr) if a[i][c]),None) + if k is None:continue + a[row],a[k]=a[k],a[row];q=a[row][c];a[row]=[x/q for x in a[row]] + for i in range(nr): + if i!=row and a[i][c]:q=a[i][c];a[i]=[x-q*y for x,y in zip(a[i],a[row])] + piv.append(c);row+=1 + if row==nr:break + return a,piv +def rank(A):return len(rref(A)[1]) +def null(A,nc=None): + if A:a,piv=rref(A);nc=len(a[0]) + else:a=[];piv=[];assert nc is not None + free=[j for j in range(nc) if j not in piv];out=[[Q(0) for j in free] for i in range(nc)] + for k,c in enumerate(free):out[c][k]=Q(1) + for i,c in enumerate(piv): + for k,j in enumerate(free):out[c][k]=-a[i][j] + return out +def mm(A,B): + if not A:return [] + if not B:return [[] for row in A] + bt=list(zip(*B));return [[sum((a*b for a,b in zip(row,col)),Q(0)) for col in bt] for row in A] +def tr(A):return list(map(list,zip(*A))) +def inv(A): + n0=len(A);a,p=rref([row+[Q(i==j) for j in range(n0)] for i,row in enumerate(A)]) + assert p[:n0]==list(range(n0)) + return [row[n0:] for row in a] +def unit(q): + if not q:return False + a=abs(q.numerator);b=q.denominator + return not a&(a-1) and not b&(b-1) +def dyadic(q):return not q.denominator&(q.denominator-1) +def opadd(t,s,q,F):return ['add',t,s,q.numerator,q.denominator,list(F)] +def opscale(t,q,F):return ['scale',t,q.numerator,q.denominator,list(F)] +def eliminate(M,ids,F,skip=()): + """Return legal dyadic row operations taking an invertible sparse matrix to I.""" + skip=set(skip);ops=[];dim=len(M) + def add(i,j,q): + if q: + assert dyadic(q);e=opadd(ids[i],ids[j],q,F);ops.append(e) + for c,x in M[j].items(): + z=M[i].get(c,Q(0))+q*x + if z:M[i][c]=z + else:M[i].pop(c,None) + def scale(i,q): + if q!=1: + assert unit(q);ops.append(opscale(ids[i],q,F));M[i]={c:q*x for c,x in M[i].items()} + def swap(i,j): + if i!=j: + add(i,j,Q(1));add(j,i,Q(-1));add(i,j,Q(1));scale(j,Q(-1)) + for c in range(dim): + if c in skip: + assert M[c]=={c:Q(1)} and all(not M[i].get(c) for i in range(dim) if i!=c) + continue + cand=[i for i in range(c,dim) if i not in skip and M[i].get(c)] + k=next((i for i in cand if unit(M[i][c])),None) + if k is None: + # Elementary Euclidean row additions reduce the pivot-column numerator gcd. + assert cand,('singular',c) + while k is None: + cand.sort(key=lambda i:abs(M[i][c]));a=cand[0] + b=next((i for i in cand[1:] if M[i][c]),None) + if b is None:raise ValueError(('non-dyadic determinant pivot',c,M[a][c])) + rat=M[b][c]/M[a][c];q=rat.numerator//rat.denominator + if q==0:q=1 if rat>0 else -1 + add(b,a,Q(-q));cand=[i for i in cand if M[i].get(c)] + k=next((i for i in cand if unit(M[i][c])),None) + swap(c,k);scale(c,1/M[c][c]) + for i in range(dim): + if i!=c and M[i].get(c): + assert i not in skip + add(i,c,-M[i][c]) + assert all(row=={i:Q(1)} for i,row in enumerate(M)) + return ops +def realize(A,ids,F): + M=[{j:Q(x) for j,x in enumerate(row) if x} for row in A] + return [inverse(e) for e in reversed(eliminate(M,ids,F))] +# Reconstruct the actual non-target map after the inherited HPE tail. +inherited_tail=[w['cleanup'][i][:-1]+[list(f)] for i,f in w.get('early_cleanup',[])] +mainN=[e for e in w['A']+w['B'] if not v<=e[1]<2*v] +M=[{i:Q(1)} for i in range(len(N))] +for e in mainN+inherited_tail:apply(e,M,ix) +MI=[{i:Q(1)} for i in range(len(N))] +for e in reversed(mainN+inherited_tail):apply(inverse(e),MI,ix) +cur={x:(w['ports'][x],) if xlen(ih):ih.append(j) + if len(ih)==r:break + assert len(ih)==r + endhs=[N[I[j]] for j in ih];endhidx=[hs.index(h) for h in endhs] + kerR=null(RR,16);Qmat=[[Q(0) for j in range(16)] for i in range(16)] + for j,hj in enumerate(endhidx): + for i in range(16):Qmat[i][hj]=qH[i][j] + other=[j for j in range(16) if j not in endhidx] + for k,j in enumerate(other): + for i in range(16):Qmat[i][j]=kerR[i][k] + assert rank(Qmat)==16 + pops=realize(Qmat,hs,());premix+=pops + T=[[Q(i==j)-sum((U[i][k]*L[k][j] for k in range(r)),Q(0)) for j in range(len(I))] for i in range(len(I))] + for k,i in enumerate(ih):T[i]=L[k] + tops=realize(T,[N[i] for i in I],F);tail+=tops + # Right-compose this initial helper premix; other blocks have disjoint H sets. + for row in Mafter: + vals=[row.get(h,Q(0)) for h in H] + if any(vals): + for hj in H:row.pop(hj,None) + for j,hj in enumerate(H): + z=sum((vals[i]*Qmat[i][j] for i in range(16)),Q(0)) + if z:row[hj]=z + for e in tops:apply(e,Mafter,ix) + ends.update({h:list(F) for h in endhs}) + plans.append(dict(block=b,frame=list(F),registers=[N[i] for i in I],ends=endhs,pairing_rank=r,premix_gates=len(pops),tail_gates=len(tops),Q=[[str(x) for x in row] for row in Qmat],T=[[str(x) for x in row] for row in T])) + print('BLOCK',b,'ends',endhs,'Qops',len(pops),'Tops',len(tops),flush=True) +# Check actual post-tail isolation before constructing the high-frame inverse. +allends=set(ends)|set(map(int,w.get('helper_final',{}))) +for h in allends: + j=ix[h];assert Mafter[j]=={j:Q(1)},('row not isolated',h,Mafter[j]);assert all(not row.get(j) for i,row in enumerate(Mafter) if i!=j),('column not isolated',h) +print('EXACT_ISOLATED',len(ends),'new;',len(allends),'total',round(time.monotonic()-t0,3),flush=True) +fullops=eliminate(copy.deepcopy(Mafter),N,F9,[ix[x] for x in allends]) +print('FULL_INVERSE',len(fullops),round(time.monotonic()-t0,3),flush=True) +# Cancel new cold-axis target responses inside A, after their wrappers. +Dirt=[({h:Q(1)} if h in ends else {}) for h in range(n)] +for e in premix+w['A']+w['cut']+w['B']:apply(e,Dirt) +for e in w['precondition']:apply(e,Dirt) +postcomp=[opadd(y,h,-a,()) for y in range(v,2*v) for h,a in sorted(Dirt[y].items()) if a] +assert all(h in ends for e in postcomp for h in [e[2]]) +new=copy.deepcopy(w);new['A']=postcomp+premix+w['A'];new['cleanup']=inherited_tail+tail+fullops +new['early_cleanup']=[[i,e[-1]] for i,e in enumerate(inherited_tail+tail)] +new['helper_final'].update({str(h):f for h,f in ends.items()}) +new['refactored_cleanup']={'kind':'source_branch_gauge_and_retired_completion_cold44','new_cold_ends':len(ends),'exact_non_target_isolation_checked':True,'high_inverse':'dyadic_sparse_Gauss_Jordan'} +# Derive paid profile by subtracting and adding literal frame-chain counts. +spec=importlib.util.spec_from_file_location('upstream_cold_end',args.upstream_package/'code/build_cold_end.py') +profile_module=importlib.util.module_from_spec(spec);spec.loader.exec_module(profile_module) +oldprof,_=profile_module.chain_profile(w);newprof,_=profile_module.chain_profile(new) +prof=Counter({int(k):z for k,z in w['report']['local_profile'].items()});prof.subtract(oldprof);prof.update(newprof) +widths=Counter(len(basis(new['helper_final'].get(str(h),F9)))-len(basis(new.get('start_extra',{}).get(str(h),[]))) for h in range(224,n)) +new['report'].update(local_profile={str(k):z for k,z in sorted(prof.items()) if z},local_rank_mass=sum(k*z for k,z in prof.items()),width_inventory={str(k):z for k,z in sorted(widths.items()) if z},status='EXACT_COLD44_CONSTRUCTED_PENDING_INDEPENDENT_AUDIT') +raw=json.dumps(new,sort_keys=True,separators=(',',':')).encode();sha=hashlib.sha256(raw).hexdigest();(OUT/'FULL-WORD.json.gz').write_bytes(gzip.compress(raw,mtime=0)) +recipe={'premix':postcomp+premix,'cleanup':new['cleanup'],'early_cleanup':new['early_cleanup'],'cold_ends':{str(h):f for h,f in ends.items()},'refactored_cleanup':new['refactored_cleanup'],'output_content_sha256':sha} +(OUT/'RECIPE.json.gz').write_bytes(gzip.compress(json.dumps(recipe,sort_keys=True,separators=(',',':')).encode(),mtime=0)) +receipt=dict(input_content_sha256=hashlib.sha256(gzip.decompress(WPATH.read_bytes())).hexdigest(),output_content_sha256=sha,blocks=plans,new_cold_ends=len(ends),all_low_ended_helpers=len(allends),premix_gates=len(premix),postwrapper_compensation_gates=len(postcomp),tail_gates=len(tail),inherited_tail_gates=len(inherited_tail),full_inverse_gates=len(fullops),profile=new['report']['local_profile'],width_inventory=new['report']['width_inventory'],rank_mass=new['report']['local_rank_mass'],seconds=time.monotonic()-t0) +(OUT/'CONSTRUCTION.json').write_text(json.dumps(receipt,indent=2)+'\n') +print(json.dumps({k:z for k,z in receipt.items() if k!='blocks'},indent=2),flush=True) diff --git a/research/gauge44-ends7-t16/construction/construct_gauge_xcentre.py b/research/gauge44-ends7-t16/construction/construct_gauge_xcentre.py new file mode 100644 index 0000000000..1010d86746 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/construct_gauge_xcentre.py @@ -0,0 +1,381 @@ +# Round20 early-coordinate-center / own-Y variant, prepared for icekylinx +# with OpenAI Codex assistance. Apache-2.0. Scalar elementary-operation +# helpers below are retained from the attributed PR514 construct_partial.py. +# Adapted by OpenAI Codex for isolated structural research. +# Modified from PR425 by icekylinx with Codex assistance. +"""Full discovery word for Hamming packets with borrowed X and Y registers. + +This changes the scalar architecture. It is not accepted by the old restricted +gx interface: source bases may change until full-frame cleanup, and targets use +an explicitly inverted output basis. No supplier admission is asserted. +""" +import copy,gzip,json,math,time +import itertools as it +from collections import Counter,defaultdict +from fractions import Fraction as Q +from pathlib import Path + +import sys +INPUT=Path(sys.argv[1]);OUT=Path(sys.argv[2]);OUT.mkdir(parents=True,exist_ok=False);D=json.loads((INPUT/'PROTOTYPE.json').read_text()) +P=D['binary_ports'];R=D['root_lines'];v=120;h=9 +modules=json.load(gzip.open(INPUT/'PACKET-PROGRAMS.json.gz')) +# AtomScout: leaver-read K-triangles (schedule from atom1.py / rog.py CP-SAT) +TRI=json.loads(Path(sys.argv[3]).read_text()) +FULLT={(tuple(tr['p']),tr['e']) for tr in TRI['triangles']} +TRI_COORDS={t+8 for tr in TRI['triangles'] for t,_,_ in tr['reads']} +COPYL=[] +NH=504-3*len(FULLT)+len(COPYL) + +def basis(vectors): + b={} + for x in vectors: + for p in sorted(b,reverse=True): + if x>>p&1:x^=b[p] + if x: + p=x.bit_length()-1 + for q in b: + if b[q]>>p&1:b[q]^=x + b[p]=x + return tuple(b[p] for p in sorted(b,reverse=True)) +def inside(a,b):return basis(a+b)==b +def hyper(p):return basis([x for x in range(1,512) if (x&p).bit_count()%2==0]) +FULL=basis([1<=v,r)) + for col,s in enumerate(ids): + k=next(i for i in range(col,len(regs)) if rows[regs[i]].get(s,Q(0))) + swap(regs[k],regs[col],F) + scale(regs[col],1/rows[regs[col]][s],F) + for i in range(len(regs)): + if i!=col and rows[regs[i]].get(s,Q(0)):add(regs[i],regs[col],-rows[regs[i]][s],F) + assert all(rows[regs[i]]=={s:Q(1)} for i,s in enumerate(ids)) + M=[[Q(R[s][i]) for s in ids] for i in c] + def qr_rank(rs): + bs={} + for r in rs: + r=r.copy() + for i,b in sorted(bs.items()): + if r[i]:q=r[i];r=[x-q*y for x,y in zip(r,b)] + i=next((i for i,x in enumerate(r) if x),None) + if i is not None:q=r[i];bs[i]=[x/q for x in r] + return len(bs) + assert qr_rank(M)==4 + for rr0 in PRIORITY[",".join(map(str,c))]["rows"]: + rr=list(map(Q,rr0)) + if qr_rank(M+[rr])>len(M):M.append(rr) + if len(M)==8:break + for i in range(8): + if len(M)==8:break + rr=[Q(i==j) for j in range(8)] + if qr_rank(M+[rr])>len(M):M.append(rr) + if len(M)==8:break + assert len(M)==8 + linear(regs,M,F) + for i,r in zip(c,regs): + assert rows[r]=={s:Q(R[s][i]) for s in ids} + block_totals[c,i]=r + +# All centers are complete while Y is still at zero. This is the crucial +# difference from an illegal early-own-Y prefix using the old center order. +centers=[] +for i in range(8): + regs=[block_totals[c,i] for c in sorted(blocks) if i in c] + F=hyper(P[frame[i]]);a=regs[0] + for b in regs[1:]:add(a,b,1,F) + centers.append(a) +centers += [frame[i] for i in range(8)] +center_frames=[cur[r] for r in centers] +assert list(map(len,center_frames))==[8]*8+[1]*8 +assert all(cur[v+t]==() for t in range(v)) + +phase=B +for t,(r,coef,F) in sorted(own_rows.items()): + if t in TRI_COORDS:continue + assert cur[r]==F + add(v+t,r,coef,F) +# requests are needed for TRI coefficients +requests=defaultdict(list) +for pid,pair in enumerate(pairs): + if not pair['selected']:continue + (t,u),(key1,key2),mat=pair['targets'],pair['keys'],pair['matrix'] + requests[key1].append((t,-Q(mat[0][0],2))) + requests[key2].append((u,-Q(mat[0][1],2))) +reqcoef={t:(key,coef) for key,reqs in requests.items() for t,coef in reqs} +def face_info(c,p,eps): + z=blocks[c];keys=[(pp,ee) for pp in it.combinations(c,2) for ee in (-1,1)] + r_local,alpha=z['outputs'][keys.index((p,eps))] + j=[j for j in range(40,len(z['events'])) if z['events'][j][0]==r_local];assert len(j)==1 + return j[0],Q(alpha) +tri_join_counts=Counter() +lcopy={} +for s8 in COPYL: + r=s8+8;c=alloc();add(c,r,1,cur[r]);lcopy[r]=c +for tr in TRI['triangles']: + p,eps=tuple(tr['p']),tr['e'] + for t8,blk,loc in tr['reads']: + t=t8+8;blk=tuple(blk);r=maps[blk][loc];r0=r;r=lcopy.get(r,r) + key,coef=reqcoef[t];assert key[1]==p and key[2]==eps,(key,p,eps) + if blk==key[0]: + rr,c0,F0=own_rows[t];assert rr==r0;q=c0 + else: + j,alpha=face_info(blk,p,eps);ev=blocks[blk]['events'][j];assert loc in ev[:2] + q=coef*alpha + F=basis(cur[v+t]+cur[r]);assert inside(F,hyper(P[t])),('TRI frame',t) + tri_join_counts[len(F)]+=1;add(v+t,r,q,F) + +packets={} +for c,z in sorted(blocks.items()): + mp=maps[c] + keys=[(p,eps) for p in it.combinations(c,2) for eps in (-1,1)] + skipev={face_info(c,p,eps)[0] for p,eps in keys if (p,eps) in FULLT} + for j,(e,F) in enumerate(list(zip(z['events'],z['event_frames']))[40:]): + if j not in early[c] and 40+j not in skipev: + t,s,a,b=e;add(mp[t],mp[s],Q(a,b),tuple(F)) + for key,(r,alpha) in zip(keys,z['outputs']): + if tuple(key) in FULLT:skip();continue + a=mp[r];b=alloc();add(b,a,1,cur[a]) + consumers=sorted(d for d in blocks if d!=c and set(key[0])<=set(d)) + assert len(consumers)==2 + for target,r in zip(consumers,(a,b)):packets[c,key[0],key[1],target]=(r,Q(alpha)) + +# Both tetrahedra use the same partition. A selected key has exactly two +# selected Y loads and no ordinary M consumer. Supply its two raw halves in +# opposite orders and never form that M. Other keys retain the old M path. +second=[];first_join_counts=Counter() +for key,reqs in sorted(requests.items()): + assert len(reqs)==2 + c,p,eps=key + if (p,eps) in FULLT:continue + ds=sorted(d for d in blocks if d!=c and set(p)<=set(d));a,b=ds + for j,(target,coef) in enumerate(sorted(reqs)): + first_source,second_source=(a,b) if j==0 else (b,a) + r,alpha=packets[first_source,p,eps,second_source] + F=basis(cur[v+target]+cur[r]);assert inside(F,hyper(P[target])) + first_join_counts[len(F)]+=1;add(v+target,r,coef*alpha,F) + r,alpha=packets[second_source,p,eps,c] + second.append((target,r,coef*alpha)) + +Ms={} +for c in sorted(blocks): + for p in it.combinations(c,2): + ds=sorted(d for d in blocks if d!=c and set(p)<=set(d)) + for eps in (-1,1): + if (c,p,eps) in requests:continue + (a,alpha),(b,beta)=[packets[d,p,eps,c] for d in ds] + F=basis(cur[a]+cur[b]);add(a,b,beta/alpha,F) + Ms[c,p,eps]=(a,alpha) + +consumers=defaultdict(list) +for pid,pair in enumerate(pairs): + for key in pair['keys']:consumers[key].append(pid) +slots={} +for key,uses in sorted(consumers.items()): + assert len(uses)==2 + if key in requests: + assert all(pairs[i]['selected'] for i in uses) + continue + assert all(not pairs[i]['selected'] for i in uses) + a,alpha=Ms[key] + for j,pid in enumerate(uses): + if j==0:r=a + else:r=alloc();add(r,a,1,cur[a]) + slots[pid,key]=(r,alpha) +assert len(cur)-240==NH,len(cur)-240 + +selected_join_counts=Counter() +for target,r,coef in second: + F=basis(cur[v+target]+cur[r]);assert inside(F,hyper(P[target])) + selected_join_counts[len(F)]+=1;add(v+target,r,coef,F) +output_basis=[] +for pair in pairs: + if not pair['selected']:continue + (t,u),mat=pair['targets'],pair['matrix'] + F=basis(cur[v+t]+cur[v+u]);assert inside(F,hyper(P[t])) and inside(F,hyper(P[u])) + add(v+t,v+u,1,F);add(v+u,v+t,-Q(1,2),F) + z=-Q(2*mat[1][0],mat[0][0]);scale(v+u,z,F);output_basis.append((t,u,z)) + +for pid,pair in enumerate(pairs): + if pair['selected']:continue + (t,u),(key1,key2),mat=pair['targets'],pair['keys'],pair['matrix'] + (a,alpha),(b,beta)=slots[pid,key1],slots[pid,key2] + F=basis(cur[a]+cur[b]);aa,ab=Q(mat[0][0])*alpha,Q(mat[0][1])*beta + ba,bb=Q(mat[1][0])*alpha,Q(mat[1][1])*beta + add(a,b,ab/aa,F);q=ba/(bb-ba*ab/aa);add(b,a,q,F) + add(v+t,a,-aa/2,hyper(P[t]));add(v+u,b,-(bb-ba*ab/aa)/2,hyper(P[u])) + +for t in range(v): + expected={s:-Q(G[t][s],2) for s in range(v) if s!=t and G[t][s] and s not in frame.values()} if t not in frame.values() else {} + assert rows[v+t]==expected,('side identity',t) + +scatter=[[Q(r[i],4) if t not in frame.values() else Q(0) for i in range(8)]+[Q(t==frame[i]) for i in range(8)] for t,r in enumerate(R)] +precondition=[] +for t,u,z in output_basis: + a,b=scatter[t].copy(),scatter[u].copy() + scatter[t]=[x/2-y/z for x,y in zip(a,b)] + scatter[u]=[x/2+y/z for x,y in zip(a,b)] + precondition.extend([['scale',v+u,(1/z).numerator,(1/z).denominator,[]], + ['add',v+u,v+t,1,2,[]],['add',v+t,v+u,-1,1,[]]]) +for r in range(len(cur)):climb(r,hyper(P[r-v]) if v<=r<2*v else FULL) +H[8]+=8;H[1]+=8 +assert sum(r*z for r,z in H.items())==9*NH+240*8+72,sum(r*z for r,z in H.items()) + +def apply(e,matrix): + if e[0]=='add': + _,t,s,a,b,*_=e;q=Q(a,b) + for j,x in list(matrix[s].items()): + z=matrix[t].get(j,Q(0))+q*x + if z:matrix[t][j]=z + else:matrix[t].pop(j,None) + else: + _,t,a,b,*_=e;q=Q(a,b);matrix[t]={j:q*x for j,x in matrix[t].items()} +def inverse(e): + e=copy.deepcopy(e) + if e[0]=='add':e[3]*=-1 + else:e[2],e[3]=e[3],e[2] + e[-1]=list(FULL);return e +cut=[['add',v+t,centers[i],q.numerator,q.denominator,None] for t,row in enumerate(scatter) for i,q in enumerate(row) if q] +cleanup=[inverse(e) for e in reversed(A+B) if not v<=e[1]<2*v] +matrix=[{r:Q(1)} if r --pr635 \ + --baseline --work [--phases reference] +``` + +Steps: baseline pins (SLOT-PINS-k8) → `build_ends7.py` (output pinned) → `end7_controls.py` (positive control plus +`end_restored`, `wrong_frame`, `cone_violation`, each rejected by both audit_local and the native hpe auditor: +6 rejections) → native locals (phases through PR1029's sparse evaluator by default) pinned in `ENDS7-PINS-k8.json` +→ audit_local → PR1049 leaver premise on the new word → strict `verify_global.py` with this package's data, κ pinned. diff --git a/research/gauge44-ends7-t16/construction/ends7/RECIPE-ENDS7-k8.json b/research/gauge44-ends7-t16/construction/ends7/RECIPE-ENDS7-k8.json new file mode 100644 index 0000000000..64c025dc5a --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/RECIPE-ENDS7-k8.json @@ -0,0 +1 @@ +{"schema": 1, "input_sha256": "c2b294300760e1fd6eeab8c22c4d13e4633dca40e52cac8da0d68163a76e3ca8", "ends": [[574, [256, 128, 96, 16, 8, 4, 2, 1], [256, 128, 96, 17, 9, 5, 3]], [575, [256, 128, 96, 16, 8, 4, 2, 1], [256, 128, 96, 17, 9, 5, 3]]], "frames": [["B", 994, [260, 130, 96, 20, 10, 1], [261, 131, 96, 20, 10]], ["B", 995, [258, 132, 96, 20, 10, 1], [259, 133, 96, 20, 10]], ["B", 1026, [264, 137, 96, 24, 4, 3], [268, 137, 96, 24, 3]], ["B", 1027, [265, 136, 96, 24, 4, 3], [265, 140, 96, 24, 3]], ["B", 1106, [260, 130, 96, 20, 10, 1], [261, 131, 96, 20, 10]], ["B", 1107, [258, 132, 96, 20, 10, 1], [259, 133, 96, 20, 10]], ["B", 1138, [264, 137, 96, 24, 4, 3], [268, 137, 96, 24, 3]], ["B", 1139, [265, 136, 96, 24, 4, 3], [265, 140, 96, 24, 3]]], "early_cleanup": [[93, 93, [256, 128, 96, 16, 8, 4, 2, 1], [256, 128, 96, 17, 9, 5, 3]], [94, 94, [256, 128, 96, 16, 8, 4, 2, 1], [256, 128, 96, 17, 9, 5, 3]]], "expected": {"output_sha256": "f64e0942edc5eb2d45b0a3b068ba942436f35ba9a077ff53d7e4424d1617b2cd", "local_profile": {"1": 2406, "2": 432, "3": 424, "4": 142, "5": 82, "8": 8}, "local_rank_mass": 5584, "width_inventory": {"4": 56, "5": 32, "7": 32, "8": 120, "9": 240}}, "controls": {"end_restored": {"helper": 574}, "wrong_frame": {"frame": ["B", 994], "wrong": [130, 96, 20, 10, 1]}, "cone_violation": {"helper": 574, "end": [256, 128, 96, 17, 9, 5, 1], "own_frames": []}}} \ No newline at end of file diff --git a/research/gauge44-ends7-t16/construction/ends7/build_ends7.py b/research/gauge44-ends7-t16/construction/ends7/build_ends7.py new file mode 100644 index 0000000000..9270bab3ae --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/build_ends7.py @@ -0,0 +1,76 @@ +#!/usr/bin/env python3 +"""build_ends7.py BASE_WORD RECIPE OUT [--control NAME] +Rank-seven helper ends (after PR1030) on the seven-slot k8 word: every listed helper end drops by one dimension to the +recorded subspace; the recorded B frames and early-cleanup (tail) frames drop with it. Each edit is literal (old -> new, +old checked), each new frame is a codimension-one subspace of the old one, and the input and output contents are pinned. +Controls (negative, for end7_controls.py): end_restored, wrong_frame, cone_violation. Standard library only.""" +import argparse, gzip, hashlib, json, sys + + +def enc(x): return json.dumps(x, sort_keys=True, separators=(',', ':')).encode() + + +def span(vs): + s = {0} + for v in vs: + assert type(v) is int and 0 < v < 512, 'GF(2)^9 vector' + s |= {x ^ v for x in s} + assert len(s) == 1 << len(vs), 'dependent frame basis' + return frozenset(s) + + +def codim1(old, new): + a, b = span(old), span(new) + assert b < a and len(a) == 2 * len(b), 'not a codimension-one lowering' + + +def build(word, rec, control=None): + assert rec['schema'] == 1 + assert hashlib.sha256(enc(word)).hexdigest() == rec['input_sha256'], 'base word content pin' + for q, old, new in rec['ends']: + assert word['helper_final'][str(q)] == old, 'old end %d' % q + codim1(old, new); word['helper_final'][str(q)] = new + for sec, i, old, new in rec['frames']: + assert sec in ('A', 'B') and word[sec][i][-1] == old, 'old %s frame %d' % (sec, i) + codim1(old, new); word[sec][i][-1] = new + for j, ci, old, new in rec['early_cleanup']: + assert word['early_cleanup'][j] == [ci, old], 'old tail %d' % j + codim1(old, new); word['early_cleanup'][j][1] = new + for k in ('local_profile', 'local_rank_mass', 'width_inventory'): + word['report'][k] = rec['expected'][k] + if control is None: + assert hashlib.sha256(enc(word)).hexdigest() == rec['expected']['output_sha256'], 'output content pin' + return word + c = rec['controls'][control] + if control == 'end_restored': # the end goes back to dimension eight; frames and accounting stay lowered + q, old, new = next(e for e in rec['ends'] if e[0] == c['helper']) + word['helper_final'][str(q)] = old + elif control == 'wrong_frame': # one lowered B frame replaced by a different codimension-one subspace + sec, i, old, new = next(f for f in rec['frames'] if [f[0], f[1]] == c['frame']) + codim1(old, c['wrong']); word[sec][i][-1] = c['wrong'] + elif control == 'cone_violation': # helper end and its own chain lowered to a subspace that misses the cone + q = c['helper']; word['helper_final'][str(q)] = c['end'] + for sec, i, fr in c['own_frames']: + if sec == 'T': word['early_cleanup'][i][1] = fr + else: word[sec][i][-1] = fr + else: + raise SystemExit('unknown control ' + control) + return word + + +def main(): + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('base'); ap.add_argument('recipe'); ap.add_argument('out'); ap.add_argument('--control') + a = ap.parse_args() + word = json.loads(gzip.decompress(open(a.base, 'rb').read())) + rec = json.load(open(a.recipe)) + w = build(word, rec, a.control) + raw = enc(w); gz = gzip.compress(raw, 9, mtime=0); gz = gz[:9] + b'\xff' + gz[10:] + open(a.out, 'wb').write(gz) + print(json.dumps(dict(status='PASS_RANK7_ENDS_BUILT' if a.control is None else 'CONTROL_BUILT', control=a.control, + content_sha256=hashlib.sha256(raw).hexdigest(), ends=len(rec['ends']), frames=len(rec['frames']), + tails=len(rec['early_cleanup'])))) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/ends7/end7_controls.py b/research/gauge44-ends7-t16/construction/ends7/end7_controls.py new file mode 100644 index 0000000000..a888c1eae5 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/end7_controls.py @@ -0,0 +1,56 @@ +#!/usr/bin/env python3 +"""end7_controls.py BASE_WORD RECIPE AUDIT_LOCAL_PY NATIVE_AUDITOR PORTABLE_RUNNER ROUTING OUTDIR +Positive control (the recipe word passes both auditors) and three negative controls, each rejected by BOTH the independent +audit_local and the native hpe auditor with its pinned reason: + end_restored : one lowered helper end restored to its dimension-eight value (frames/accounting stay lowered) + wrong_frame : one required B lowering replaced by a different codimension-one subspace + cone_violation : one helper end set to another dimension-seven subspace that misses its row cone +Writes OUTDIR/END7-CONTROLS.json. Standard library only (the auditors are the package's own).""" +import gzip, hashlib, json, os, subprocess, sys +from pathlib import Path + +EXPECT = { + 'end_restored': dict(independent='paid profile mismatch', native='paid local profile differs from the reported local_profile'), + 'wrong_frame': dict(independent='frame not monotone', native="'nonmonotone'"), + 'cone_violation': dict(independent='frame not monotone', native='hpe cone pre-check (row / column)'), +} + + +def main(): + base, recipe, audit, native, runner, routing, out = map(Path, sys.argv[1:8]) + here = Path(__file__).resolve().parent; out = out.resolve(); out.mkdir(parents=True, exist_ok=True) + rec = json.loads(recipe.read_text()) + assert sorted(rec['controls']) == sorted(EXPECT), 'control set' + res = {} + + def check(name, word, expect): + rows = {} + a = subprocess.run([sys.executable, '-B', str(audit), '--word', str(word), '--output', str(out / (name + '.audit.json'))], + capture_output=True, text=True) + n = subprocess.run([sys.executable, '-B', str(runner), str(native), '--raw', str(word), '--routing', str(routing), + '--out', str(out / (name + '.native'))], capture_output=True, text=True, cwd=str(out)) + for k, r in (('independent', a), ('native', n)): + last = (r.stdout + r.stderr).strip().splitlines()[-1] if (r.stdout + r.stderr).strip() else '' + ok = r.returncode == 0 if expect is None else (r.returncode != 0 and expect[k] in last) + rows[k] = dict(ok=ok, exit=r.returncode, last=last[:240]) + res[name] = rows + print(name, {k: v['ok'] for k, v in rows.items()}, flush=True) + + w = out / 'recipe.json.gz' + subprocess.run([sys.executable, '-B', str(here / 'build_ends7.py'), str(base), str(recipe), str(w)], check=True, capture_output=True) + check('recipe', w, None) + for ctl, exp in EXPECT.items(): + cw = out / (ctl + '.json.gz') + subprocess.run([sys.executable, '-B', str(here / 'build_ends7.py'), str(base), str(recipe), str(cw), '--control', ctl], + check=True, capture_output=True) + check(ctl, cw, exp) + ok = all(v['ok'] for r in res.values() for v in r.values()) + rep = dict(status='PASS_RANK7_END_CONTROLS' if ok else 'FAIL', recipe_sha256=hashlib.sha256(recipe.read_bytes()).hexdigest(), + controls=res, rejections=sum(1 for n, r in res.items() if n != 'recipe' for v in r.values() if v['ok'])) + (out / 'END7-CONTROLS.json').write_text(json.dumps(rep, indent=1) + '\n') + print(rep['status'], rep['rejections'], 'rejections', flush=True) + sys.exit(0 if ok else 1) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/ends7/fastpath/NOTICE.md b/research/gauge44-ends7-t16/construction/ends7/fastpath/NOTICE.md new file mode 100644 index 0000000000..a3b31e157f --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/fastpath/NOTICE.md @@ -0,0 +1,33 @@ +# Attribution + +Prepared for Ali Romman (@aliromman) with substantial OpenAI Codex assistance. +New code, tests and documentation use the repository's Apache-2.0 license. +No independent human review is claimed. + +- Charles Bethin (@cbethin), PR662, supplied the exact permutation and phase + tables. This package imports those tables unchanged and compares against + his complete dense evaluator. PR662 head: + `458744109003e0958798f27c1f04be78f03663ce`. +- The Gaussian-dyadic algebra and lowering come from the retained + `clifford_exact.py`. `lowering.py` adapts its `monomial` and `lower_child` + routines to take an evaluator argument. `run.py` adapts `phases_full.py`. + The latter credits icekylinx and the PR425 ancestry, with Codex assistance. + The PR531 license and notice remain at + `research/complex-k492-owner-repair/vendor/multicold/vendor/pr558/vendor/pr552/complex-global/vendor531/`. + Those files retain the upstream contributor and AI-assistance notices. +- Jonathan Capalbo's PR942 supplies the retained U8 replay archive used by + the benchmark. Its head is + `1960cfa919a0945d0ca4cb14ea96237000037903`. + The U8 word comes from the PR869/870 lineage, which credits NewBArch's + triangle-hybrid construction and ColdWitness/icekylinx's driver, on Jeremy + Kothe's PR799 X4 work. Chafik Boukhalfa's PR741/890 work and Hao Yan's + PR858 work remain credited in the retained package notices. + +The new contribution is the sparse state update, its explicit compiler +entry point, and the complete U8 comparison with corruption controls and +time/memory measurements. Sparse state propagation is an established general +technique; this package makes no priority claim for that technique. + +The package does not change frozen source files, accepted certificates, +`upstream/`, or the default selected replay. All inherited compiler, +realization, hosting, precision, tape and analytic obligations remain. diff --git a/research/gauge44-ends7-t16/construction/ends7/fastpath/PROOF.md b/research/gauge44-ends7-t16/construction/ends7/fastpath/PROOF.md new file mode 100644 index 0000000000..bbd5990439 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/fastpath/PROOF.md @@ -0,0 +1,81 @@ +# Exact support updates + +This argument applies to the valid gates from the pinned `clifford_exact.py`. +The input is a basis index `0 <= basis < 2^n`. Each state has Gaussian integer +numerators and a common denominator `2^den`. A missing dictionary key has +numerator zero. The output contains all `2^n` numerators, including zeros. + +## Induction over the circuit + +The initial dictionary has the one entry `basis -> (1, 0)`. It is the same +state as the retained dense evaluator. + +For `P`, the validated binary matrix is invertible. Its index map is a +permutation. Thus no two nonzero entries collide, and omitted zero entries +contribute no value. For `X`, translation by XOR is also a permutation. + +For `D` and `phase`, each amplitude is multiplied by a power of `i`. The +four rotations of `(a, b)` are `(a, b)`, `(-b, a)`, `(-a, -b)`, and `(b, -a)`. +Zero remains zero. The `D` phases and `P` index maps use the unchanged PR662 +tables. Those tables depend on the dimension and all gate coefficients. +They do not depend on a state or on a previous check result. The source pins +retain their exact formulas and bounded caches. + +For `C`, put `y = x xor q` and let `s` be the sign. If the numerators at +`x` and `y` are `(a, b)` and `(c, d)`, the new numerators are + +```text +x: (a - s*b + c + s*d, b + s*a + d - s*c) +y: (c - s*d + a + s*b, d + s*c + b - s*a). +``` + +The denominator exponent increases by one. These are the two rows of the +retained dense update. XOR partitions the index set into pairs when `q != 0`. +The loop visits a pair once if either entry is nonzero. If both entries are +present, it skips the larger index. If only one entry is present, its partner +has value zero. A pair with two zero entries contributes two zeros and need +not be visited. Exact cancellation removes a zero output entry. When `q = 0`, +both formulas give `(2*a, 2*b)` at the same index; the update is the identity +after division by two. + +The common-factor test after `C` gives the same answer on the dictionary as +on the dense vector: omitted entries are zero and are divisible by two. +The other gates only permute entries or rotate their Gaussian coordinates. +They cannot change the common power of two. Thus those gates need no further +normalization. This proves equality of both the complete vector and `den` +after every gate. It also covers circuits whose support shrinks after a +`C` gate. A valid Clifford circuit cannot map a nonzero input to the zero +state, because each gate is invertible. + +## The compiler checks + +`lowering.py` retains the algebra and checks of the pinned lowering routine. +It passes a state evaluator through ordinary function arguments. It changes +no retained module, method or global value. The reference mode calls the +original lowering routine. The dense and sparse modes use the same explicit +lowering code with their respective evaluators. + +Every tableau equality, off-support zero check, denominator check, and global +phase check remains. The final comparison still checks the complete compiled +state against the complete input state. No phase is inferred from a tableau. + +`run.py` retains the frame-span, frame-rank, edge-rank and endpoint-rank checks +of `phases_full.py`. It visits every frame, every directed edge including +center transitions, and every source and target adapter. Its public entry +point rejects optimized Python before it loads the retained assertion-based +algebra. It also rejects source drift and an existing output directory. + +## Work and storage + +Let `s` be the current number of nonzero amplitudes and `N = 2^n`. A state +update now visits `s` entries, or at most `s` XOR pairs, in place of all `N` +entries. Dictionary operations have their usual expected constant lookup +cost. Integer arithmetic remains exact. A first use of a PR662 gate table +still takes `O(N)` work, and the final full output also takes `O(N)` work. +Each of the two retained table caches has at most 64 entries. + +This is a support-sensitive improvement. It is not a polynomial-size +stabilizer representation: the support can be all `N` indices. The benchmark +measures the complete selected dimension-nine phase command, including table +construction, source admission, parsing, lowering, checks and output writing. +It makes no claim about multiplication runtime or the full cold replay. diff --git a/research/gauge44-ends7-t16/construction/ends7/fastpath/lowering.py b/research/gauge44-ends7-t16/construction/ends7/fastpath/lowering.py new file mode 100644 index 0000000000..75232da380 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/fastpath/lowering.py @@ -0,0 +1,65 @@ +"""Retain the exact lowering checks with an explicit state evaluator. + +The algebra and algorithm are from the pinned clifford_exact.py. +This module passes the evaluator as an argument. It does not change that module. +Apache-2.0. See NOTICE.md for source credit. +""" + + +def monomial(op, algebra, evaluate): + n, tab = op.n, op.tab + assert all(x == 0 and p % 2 == 0 for x, z, p in tab[n:]) + G = algebra.transpose([x for x, z, p in tab[:n]], n) + b = algebra.mv(G, sum((p // 2) << i for i, (x, z, p) in enumerate(tab[n:]))) + gt = algebra.transpose(G, n) + cols = [algebra.mv(gt, z) for x, z, p in tab[:n]] + Q = algebra.transpose(cols, n) + alpha = [(p - 2*algebra.parity(b & z)) % 4 for x, z, p in tab[:n]] + out = algebra.diag(n, Q, alpha).then(algebra.perm(n, G)).then(algebra.xgate(n, b)) + assert out.tab == tab + vec, den = evaluate(op) + assert den == 0 and all(a == (0, 0) for i, a in enumerate(vec) if i != b) + phase = [(1, 0), (0, 1), (-1, 0), (0, -1)].index(vec[b]) + out = out.then(algebra.Op(n, algebra.identity(n), [('phase', phase)])) + assert evaluate(out) == evaluate(op) + return out, dict(matrix_rows=G, offset=b, quadratic_rows=Q, + linear_Z4=alpha, phase=phase) + + +def lower_child(op, algebra, evaluate): + n = op.n + Bcols = [x for x, z, p in op.tab[n:]] + r = algebra.rank(Bcols) + if not r: + mon, rec = monomial(op, algebra, evaluate) + return dict(rank=0, left=rec, right=None), mon + G = algebra.transpose(algebra.basis_extend(Bcols, n), n) + A = algebra.inv(G, n) + PA = algebra.perm(n, A) + part = op.then(PA) + Bcols = [x for x, z, p in part.tab[n:]] + Dcols = [z for x, z, p in part.tab[n:]] + picks, selected = [], [] + for j, x in enumerate(Bcols): + if algebra.rank(selected + [x]) > len(selected): + picks.append(j) + selected.append(x) + assert len(picks) == r and all(x >> r == 0 for x in Bcols) + Br = algebra.transpose(selected, r) + Bi = algebra.inv(Br, r) + Dr = algebra.transpose([Dcols[j] & ((1 << r) - 1) for j in picks], r) + Qsmall = tuple(sum(algebra.parity(row & col) << j + for j, col in enumerate(algebra.transpose(Bi, r))) for row in Dr) + Q = Qsmall + (0,) * (n-r) + DQ = algebra.diag(n, Q) + V = part.then(DQ).then(algebra.hadamard(n, range(r))) + assert all(x == 0 for x, z, p in V.tab[n:]) + Vmon, _ = monomial(V, algebra, evaluate) + S = algebra.diag(n, tuple(1 << i if i < r else 0 for i in range(n))) + left = S.adjoint().then(DQ.adjoint()).then(PA.adjoint()) + right = Vmon.then(S.adjoint()).then(algebra.xgate(n, (1 << r)-1)) + lmon, lrec = monomial(left, algebra, evaluate) + rmon, rrec = monomial(right, algebra, evaluate) + compiled = rmon.then(algebra.fourier(n, range(r))).then(lmon) + assert compiled.tab == op.tab and evaluate(compiled) == evaluate(op) + return dict(rank=r, left=lrec, right=rrec), compiled diff --git a/research/gauge44-ends7-t16/construction/ends7/fastpath/phases_fast.py b/research/gauge44-ends7-t16/construction/ends7/fastpath/phases_fast.py new file mode 100644 index 0000000000..ce73f874bd --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/fastpath/phases_fast.py @@ -0,0 +1,120 @@ +# Same driver as pr558/code/phases_full.py (sha a273c325...) with PR1029's exact sparse state evaluator. +"""Exact phase-aware lowering of every used edge; sparse exact state evaluation (PR1029). + +Usage (same positional arguments as phases_full.py, plus the PR662 gate-table module): + phases_fast.py LOCAL_DIR CLIFFORD_DIR FAST_STATE_PY [JOBS] +JOBS > 1 schedules edges and adapters over worker processes (as PR1041 phases_parallel.py) and collects them in +the serial order; each worker rebuilds the same frame ops and keeps every per-edge assertion. +The frame, edge and adapter loop, every assertion, and the output serialization are those of phases_full.py. +Only the state evaluator passed to the retained lowering routine differs (PR1029 lowering.py / sparse_state.py). +""" +import gzip, hashlib, importlib.util, json, multiprocessing as mp, sys, time +from collections import Counter +from pathlib import Path + +if not __debug__: + raise RuntimeError('Assertions must remain enabled') +HERE = Path(__file__).resolve().parent +PINS = { # pinned bytes: PR1029 SOURCES.json (algebra, PR662 tables) and PR1029 head ff4d7b9a (lowering, sparse) + 'clifford_exact.py': '2982ead07721e83358dc67c6f49c2b4c16a236a6bebdfd72f58221be1f5d0962', + 'fast_state.py': '2fe087ba4558bd21ca49945dbedaa4047e4170e8fd4e2280701bb2f0481811b5', + 'lowering.py': 'ba42903b841722b872f98f3afa77d47976ca66a0cb4c0dd6b8de04462d4baa2b', + 'sparse_state.py': 'e91210ecd5085cf9add872f40bb434806838da488e12152c63c86e51fb5a7a37', +} + + +def load(path, name): + path = Path(path).resolve() + assert hashlib.sha256(path.read_bytes()).hexdigest() == PINS[path.name], 'pinned source changed: ' + str(path) + spec = importlib.util.spec_from_file_location(name, path) + mod = importlib.util.module_from_spec(spec); sys.modules[name] = mod; spec.loader.exec_module(mod) + return mod + + +A = tables = lowering = sparse = WORD = OPS = None + + +def setup(clifford_dir, fast_state): + global A, tables, lowering, sparse + A = load(Path(clifford_dir) / 'clifford_exact.py', 'clifford_exact') + tables = load(fast_state, 'pr662_fast_state') + lowering = load(HERE / 'lowering.py', 'pr1029_lowering') + sparse = load(HERE / 'sparse_state.py', 'pr1029_sparse_state') + + +def lower_child(op): + return lowering.lower_child(op, A, lambda o: sparse.zero_state(o, tables)) + + +def frame_ops(c, check): + n = c['h']; ops = [] + for U in c['frames']: + op = A.canonical_frame(n, U) + if check: + L = [u | (u << n) for u in U] + [v << n for v in A.nullspace(U, n)] + pre = [x | (z << n) for x, z, p in A.inverse(op.tab)[n:]] + assert A.rank(L) == n and A.rank(L + pre) == n + assert A.rank([x for x, z, p in op.tab[n:]]) == len(U) + ops.append(op) + return ops + + +def init_worker(clifford_dir, fast_state, word_path): + global WORD, OPS + setup(clifford_dir, fast_state); WORD = json.load(gzip.open(word_path)); OPS = frame_ops(WORD, check=False) + + +def edge_task(ab): + a, b = ab + rec, compiled = lower_child(OPS[a].adjoint().then(OPS[b])) + assert rec['rank'] == abs(len(WORD['frames'][a]) - len(WORD['frames'][b])) + return {'old': a, 'new': b, **rec} + + +def adapter_task(item): + i, role = item; c = WORD; n = c['h']; q = c['ports'][i] + old, f = ((A.cgate(n, q), c['start'][i]) if role == 'source' else + (A.cgate(n, q).adjoint().then(A.fourier(n)), c['final'][c['v'] + i])) + rec, compiled = lower_child(old.adjoint().then(OPS[f])); assert rec['rank'] == 0 + return {'port': i, 'role': role, 'frame': f, **rec} + + +def main(): + OUT = Path(sys.argv[1]); P = OUT / 'CANONICAL-WORD.json.gz' + jobs = int(sys.argv[4]) if len(sys.argv) > 4 else 1 + setup(sys.argv[2], sys.argv[3]) + c = json.load(gzip.open(P)); frames = c['frames']; start = time.monotonic() + frame_ops(c, check=True) + edges = set(map(tuple, c['edges'])) | {(a, b) for f in c['center_frames'] for a, b in ((f, 0), (0, f))} + items = [(i, role) for i in range(len(c['ports'])) for role in ('source', 'target')] + if jobs == 1: + init_worker(sys.argv[2], sys.argv[3], P) + recipes = [] + for i, e in enumerate(sorted(edges)): + recipes.append(edge_task(e)) + if i % 200 == 0: print('exact phase edges', i, '/', len(edges), 'seconds', time.monotonic() - start, flush=True) + adapters = [adapter_task(x) for x in items] + else: + ctx = mp.get_context('spawn') + if sys.platform == 'win32': # windowless workers: spawn console python.exe can open a visible console + # base interpreter: a venv pythonw.exe launcher re-spawns and breaks the inherited pool pipe + w = Path(getattr(sys, '_base_executable', sys.executable)).with_name('pythonw.exe') + if w.exists(): ctx.set_executable(str(w)) + with ctx.Pool(jobs, initializer=init_worker, initargs=(sys.argv[2], sys.argv[3], str(P))) as pool: + recipes = pool.map(edge_task, sorted(edges), chunksize=16) + adapters = pool.map(adapter_task, items, chunksize=8) + hist = Counter(r['rank'] for r in recipes) + raw = json.dumps({'children': recipes, 'endpoint_adapters': adapters}, sort_keys=True, separators=(',', ':')).encode() + (OUT / 'CLIFFORD-RECIPES.json').write_bytes(raw) + result = {'status': 'PASS_NEW_WORD_EXACT_LOCAL_PHASE_RECIPES', + 'canonical_word_sha256': hashlib.sha256(P.read_bytes()).hexdigest(), + 'frames': len(frames), 'directed_edges': len(edges), 'ranks': dict(hist), + 'endpoint_adapters': len(adapters), 'all_child_equalities_include_global_phase': True, + 'recipe_sha256': hashlib.sha256(raw).hexdigest(), 'seconds': time.monotonic() - start, + 'scope': 'Every local frame and center transition. Expanded scalar-interface integration and global emitted program are separate obligations.'} + (OUT / 'CLIFFORD-REVIEW.json').write_text(json.dumps(result, indent=2) + '\n') + print('PASS exact local phases', result['seconds'], 'seconds', flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/ends7/fastpath/sparse_state.py b/research/gauge44-ends7-t16/construction/ends7/fastpath/sparse_state.py new file mode 100644 index 0000000000..ca39f73494 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/fastpath/sparse_state.py @@ -0,0 +1,65 @@ +"""Evaluate exact Clifford states on their nonzero support. + +Gate tables are from Charles Bethin's PR662. The support update is new. +Prepared for Ali Romman with substantial OpenAI Codex assistance. +Apache-2.0. +""" + + +def zero_state(op, tables, basis=0): + """Return every Gaussian numerator and the power-of-two denominator.""" + size = 1 << op.n + if not 0 <= basis < size: + raise IndexError(basis) + state = {basis: (1, 0)} + den = 0 + for gate in op.circuit: + kind = gate[0] + if kind == 'P': + mapping = tables.permutation_table(op.n, tuple(gate[1])) + state = {mapping[x]: value for x, value in state.items()} + elif kind == 'X': + state = {x ^ gate[1]: value for x, value in state.items()} + elif kind in ('D', 'phase'): + phases = (tables.phase_table(op.n, tuple(gate[1]), tuple(gate[2])) + if kind == 'D' else None) + out = {} + for x, (a, b) in state.items(): + phase = phases[x] if phases is not None else gate[1] % 4 + if phase == 0: + out[x] = (a, b) + elif phase == 1: + out[x] = (-b, a) + elif phase == 2: + out[x] = (-a, -b) + else: + out[x] = (b, -a) + state = out + elif kind == 'C': + q, sign = gate[1:] + out = {} + for x, (a, b) in state.items(): + y = x ^ q + if y < x and y in state: + continue + c, d = state.get(y, (0, 0)) + first = (a - sign*b + c + sign*d, + b + sign*a + d - sign*c) + second = (c - sign*d + a + sign*b, + d + sign*c + b - sign*a) + if first != (0, 0): + out[x] = first + if second != (0, 0): + out[y] = second + state = out + den += 1 + while den and all((a & 1) == (b & 1) == 0 + for a, b in state.values()): + state = {x: (a // 2, b // 2) for x, (a, b) in state.items()} + den -= 1 + else: + raise AssertionError(gate) + vec = [(0, 0)] * size + for x, value in state.items(): + vec[x] = value + return vec, den diff --git a/research/gauge44-ends7-t16/construction/ends7/premise/inputs/CODED-CELLS-k8.json b/research/gauge44-ends7-t16/construction/ends7/premise/inputs/CODED-CELLS-k8.json new file mode 100644 index 0000000000..cd23561e0b --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/premise/inputs/CODED-CELLS-k8.json @@ -0,0 +1,2826 @@ +[ + { + "cell": "01+", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 1 + ], + "x1": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 0 + ], + "x2": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 1 + ], + "x3": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 0 + ], + "x4": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 1 + ], + "x5": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 0 + ], + "y0": [ + "target", + 65 + ], + "y1": [ + "target", + 64 + ], + "y2": [ + "target", + 33 + ], + "y3": [ + "target", + 32 + ], + "y4": [ + "target", + 25 + ], + "y5": [ + "target", + 24 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "-1/2" + ], + [ + "y0", + "x1", + "-1/2" + ], + [ + "y2", + "x5", + "-1/2" + ], + [ + "y3", + "x4", + "-1/2" + ], + [ + "y4", + "x3", + "-1/2" + ], + [ + "y5", + "x2", + "-1/2" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x2", + "x5", + "1" + ], + [ + "x4", + "x3", + "1" + ], + [ + "y1", + "x2", + "-1/2" + ], + [ + "y3", + "x0", + "-1/2" + ], + [ + "y5", + "x4", + "-1/2" + ], + [ + "y0", + "y5", + "1" + ], + [ + "y2", + "y3", + "1" + ], + [ + "y4", + "y1", + "1" + ], + [ + "y1", + "x4", + "-1/2" + ], + [ + "y0", + "x5", + "-1/2" + ], + [ + "y2", + "x3", + "-1/2" + ], + [ + "y3", + "x2", + "-1/2" + ], + [ + "y4", + "x1", + "-1/2" + ], + [ + "y5", + "x0", + "-1/2" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x2", + "x5", + 1 + ], + [ + "x4", + "x3", + 1 + ], + [ + "y1", + "x2", + 1 + ], + [ + "y3", + "x0", + 1 + ], + [ + "y5", + "x4", + 1 + ], + [ + "y0", + "y5", + 1 + ], + [ + "y2", + "y3", + 1 + ], + [ + "y4", + "y1", + 1 + ], + [ + "y1", + "x4", + 1 + ], + [ + "y0", + "x5", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y4", + "x1", + 1 + ], + [ + "y5", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "0", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "0", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "-1/2", + "0", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "0", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "0" + ] + ] + }, + { + "cell": "23+", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 23 + ], + "x1": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 3 + ], + "x2": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 1 + ], + "x3": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 0 + ], + "x4": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 1 + ], + "x5": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 0 + ], + "y0": [ + "target", + 71 + ], + "y1": [ + "target", + 67 + ], + "y2": [ + "target", + 97 + ], + "y3": [ + "target", + 96 + ], + "y4": [ + "target", + 89 + ], + "y5": [ + "target", + 88 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "1" + ], + [ + "y0", + "x1", + "1" + ], + [ + "y2", + "x5", + "-1/2" + ], + [ + "y3", + "x4", + "-1/2" + ], + [ + "y4", + "x3", + "-1/2" + ], + [ + "y5", + "x2", + "-1/2" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x2", + "x5", + "1" + ], + [ + "x4", + "x3", + "1" + ], + [ + "y1", + "x2", + "-1/2" + ], + [ + "y3", + "x0", + "1" + ], + [ + "y5", + "x4", + "-1/2" + ], + [ + "y0", + "y5", + "1" + ], + [ + "y2", + "y3", + "1" + ], + [ + "y4", + "y1", + "1" + ], + [ + "y1", + "x4", + "-1/2" + ], + [ + "y0", + "x5", + "-1/2" + ], + [ + "y2", + "x3", + "-1/2" + ], + [ + "y3", + "x2", + "-1/2" + ], + [ + "y4", + "x1", + "1" + ], + [ + "y5", + "x0", + "1" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x2", + "x5", + 1 + ], + [ + "x4", + "x3", + 1 + ], + [ + "y1", + "x2", + 1 + ], + [ + "y3", + "x0", + 1 + ], + [ + "y5", + "x4", + 1 + ], + [ + "y0", + "y5", + 1 + ], + [ + "y2", + "y3", + 1 + ], + [ + "y4", + "y1", + 1 + ], + [ + "y1", + "x4", + 1 + ], + [ + "y0", + "x5", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y4", + "x1", + 1 + ], + [ + "y5", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "1", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "1", + "0", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "0", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "-1/2", + "0", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "-1/2", + "-1/2", + "0", + "-1/2" + ], + [ + "1", + "1", + "-1/2", + "-1/2", + "-1/2", + "0" + ] + ] + }, + { + "cell": "45+", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 23 + ], + "x1": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 3 + ], + "x2": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 23 + ], + "x3": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 3 + ], + "x4": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 1 + ], + "x5": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 0 + ], + "y0": [ + "target", + 39 + ], + "y1": [ + "target", + 35 + ], + "y2": [ + "target", + 103 + ], + "y3": [ + "target", + 99 + ], + "y4": [ + "target", + 57 + ], + "y5": [ + "target", + 56 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "1" + ], + [ + "y0", + "x1", + "1" + ], + [ + "y2", + "x5", + "-1/2" + ], + [ + "y3", + "x4", + "-1/2" + ], + [ + "y4", + "x3", + "1" + ], + [ + "y5", + "x2", + "1" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x2", + "x5", + "-1/2" + ], + [ + "x4", + "x3", + "-2" + ], + [ + "y1", + "x2", + "1" + ], + [ + "y3", + "x0", + "1" + ], + [ + "y5", + "x4", + "-1/2" + ], + [ + "y0", + "y5", + "1" + ], + [ + "y2", + "y3", + "1" + ], + [ + "y4", + "y1", + "1" + ], + [ + "y1", + "x4", + "-1/2" + ], + [ + "y0", + "x5", + "-1/2" + ], + [ + "y2", + "x3", + "1" + ], + [ + "y3", + "x2", + "1" + ], + [ + "y4", + "x1", + "1" + ], + [ + "y5", + "x0", + "1" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x2", + "x5", + 1 + ], + [ + "x4", + "x3", + 1 + ], + [ + "y1", + "x2", + 1 + ], + [ + "y3", + "x0", + 1 + ], + [ + "y5", + "x4", + 1 + ], + [ + "y0", + "y5", + 1 + ], + [ + "y2", + "y3", + 1 + ], + [ + "y4", + "y1", + 1 + ], + [ + "y1", + "x4", + 1 + ], + [ + "y0", + "x5", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y4", + "x1", + 1 + ], + [ + "y5", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "1", + "1", + "1", + "-1/2", + "-1/2" + ], + [ + "1", + "0", + "1", + "1", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "0", + "1", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "1", + "0", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "1", + "1", + "0", + "-1/2" + ], + [ + "1", + "1", + "1", + "1", + "-1/2", + "0" + ] + ] + }, + { + "cell": "67+", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 23 + ], + "x1": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 3 + ], + "x2": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 23 + ], + "x3": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 3 + ], + "x4": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 23 + ], + "x5": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 3 + ], + "y0": [ + "target", + 31 + ], + "y1": [ + "target", + 27 + ], + "y2": [ + "target", + 95 + ], + "y3": [ + "target", + 91 + ], + "y4": [ + "target", + 63 + ], + "y5": [ + "target", + 59 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "1" + ], + [ + "y0", + "x1", + "1" + ], + [ + "y2", + "x5", + "1" + ], + [ + "y3", + "x4", + "1" + ], + [ + "y4", + "x3", + "1" + ], + [ + "y5", + "x2", + "1" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x2", + "x5", + "1" + ], + [ + "x4", + "x3", + "1" + ], + [ + "y1", + "x2", + "1" + ], + [ + "y3", + "x0", + "1" + ], + [ + "y5", + "x4", + "1" + ], + [ + "y0", + "y5", + "1" + ], + [ + "y2", + "y3", + "1" + ], + [ + "y4", + "y1", + "1" + ], + [ + "y1", + "x4", + "1" + ], + [ + "y0", + "x5", + "1" + ], + [ + "y2", + "x3", + "1" + ], + [ + "y3", + "x2", + "1" + ], + [ + "y4", + "x1", + "1" + ], + [ + "y5", + "x0", + "1" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x2", + "x5", + 1 + ], + [ + "x4", + "x3", + 1 + ], + [ + "y1", + "x2", + 1 + ], + [ + "y3", + "x0", + 1 + ], + [ + "y5", + "x4", + 1 + ], + [ + "y0", + "y5", + 1 + ], + [ + "y2", + "y3", + 1 + ], + [ + "y4", + "y1", + 1 + ], + [ + "y1", + "x4", + 1 + ], + [ + "y0", + "x5", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y4", + "x1", + 1 + ], + [ + "y5", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "1", + "1", + "1", + "1", + "1" + ], + [ + "1", + "0", + "1", + "1", + "1", + "1" + ], + [ + "1", + "1", + "0", + "1", + "1", + "1" + ], + [ + "1", + "1", + "1", + "0", + "1", + "1" + ], + [ + "1", + "1", + "1", + "1", + "0", + "1" + ], + [ + "1", + "1", + "1", + "1", + "1", + "0" + ] + ] + }, + { + "cell": "67-", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 2 + ], + "x1": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 21 + ], + "x2": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 2 + ], + "x3": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 21 + ], + "x4": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 2 + ], + "x5": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 21 + ], + "y0": [ + "target", + 26 + ], + "y1": [ + "target", + 30 + ], + "y2": [ + "target", + 90 + ], + "y3": [ + "target", + 94 + ], + "y4": [ + "target", + 58 + ], + "y5": [ + "target", + 62 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "1" + ], + [ + "y0", + "x1", + "1" + ], + [ + "y2", + "x5", + "1" + ], + [ + "y3", + "x4", + "1" + ], + [ + "y4", + "x3", + "1" + ], + [ + "y5", + "x2", + "1" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x2", + "x5", + "1" + ], + [ + "x4", + "x3", + "1" + ], + [ + "y1", + "x2", + "1" + ], + [ + "y3", + "x0", + "1" + ], + [ + "y5", + "x4", + "1" + ], + [ + "y0", + "y5", + "1" + ], + [ + "y2", + "y3", + "1" + ], + [ + "y4", + "y1", + "1" + ], + [ + "y1", + "x4", + "1" + ], + [ + "y0", + "x5", + "1" + ], + [ + "y2", + "x3", + "1" + ], + [ + "y3", + "x2", + "1" + ], + [ + "y4", + "x1", + "1" + ], + [ + "y5", + "x0", + "1" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x2", + "x5", + 1 + ], + [ + "x4", + "x3", + 1 + ], + [ + "y1", + "x2", + 1 + ], + [ + "y3", + "x0", + 1 + ], + [ + "y5", + "x4", + 1 + ], + [ + "y0", + "y5", + 1 + ], + [ + "y2", + "y3", + 1 + ], + [ + "y4", + "y1", + 1 + ], + [ + "y1", + "x4", + 1 + ], + [ + "y0", + "x5", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y4", + "x1", + 1 + ], + [ + "y5", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "1", + "1", + "1", + "1", + "1" + ], + [ + "1", + "0", + "1", + "1", + "1", + "1" + ], + [ + "1", + "1", + "0", + "1", + "1", + "1" + ], + [ + "1", + "1", + "1", + "0", + "1", + "1" + ], + [ + "1", + "1", + "1", + "1", + "0", + "1" + ], + [ + "1", + "1", + "1", + "1", + "1", + "0" + ] + ] + }, + { + "cell": "01-", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 19 + ], + "x1": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 17 + ], + "x2": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 19 + ], + "x3": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 17 + ], + "x4": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 19 + ], + "x5": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 17 + ], + "y0": [ + "target", + 69 + ], + "y1": [ + "target", + 68 + ], + "y2": [ + "target", + 37 + ], + "y3": [ + "target", + 36 + ], + "y4": [ + "target", + 29 + ], + "y5": [ + "target", + 28 + ] + }, + "scaled": [ + [ + "y0", + "x1", + "-1/2" + ], + [ + "y1", + "x0", + "-1/2" + ], + [ + "y3", + "x4", + "-1/2" + ], + [ + "y2", + "x5", + "-1/2" + ], + [ + "y5", + "x2", + "-1/2" + ], + [ + "y4", + "x3", + "-1/2" + ], + [ + "x1", + "x0", + "1" + ], + [ + "x3", + "x4", + "1" + ], + [ + "x5", + "x2", + "1" + ], + [ + "y0", + "x3", + "-1/2" + ], + [ + "y2", + "x1", + "-1/2" + ], + [ + "y4", + "x5", + "-1/2" + ], + [ + "y1", + "y4", + "1" + ], + [ + "y3", + "y2", + "1" + ], + [ + "y5", + "y0", + "1" + ], + [ + "y0", + "x5", + "-1/2" + ], + [ + "y1", + "x4", + "-1/2" + ], + [ + "y3", + "x2", + "-1/2" + ], + [ + "y2", + "x3", + "-1/2" + ], + [ + "y5", + "x0", + "-1/2" + ], + [ + "y4", + "x1", + "-1/2" + ] + ], + "unit": [ + [ + "y0", + "x1", + 1 + ], + [ + "y1", + "x0", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "x1", + "x0", + 1 + ], + [ + "x3", + "x4", + 1 + ], + [ + "x5", + "x2", + 1 + ], + [ + "y0", + "x3", + 1 + ], + [ + "y2", + "x1", + 1 + ], + [ + "y4", + "x5", + 1 + ], + [ + "y1", + "y4", + 1 + ], + [ + "y3", + "y2", + 1 + ], + [ + "y5", + "y0", + 1 + ], + [ + "y0", + "x5", + 1 + ], + [ + "y1", + "x4", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y5", + "x0", + 1 + ], + [ + "y4", + "x1", + 1 + ] + ], + "coefficients": [ + [ + "0", + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "0", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "0", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "-1/2", + "0", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "0", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "0" + ] + ] + }, + { + "cell": "23-", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 2 + ], + "x1": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 21 + ], + "x2": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 19 + ], + "x3": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 17 + ], + "x4": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 19 + ], + "x5": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 17 + ], + "y0": [ + "target", + 66 + ], + "y1": [ + "target", + 70 + ], + "y2": [ + "target", + 101 + ], + "y3": [ + "target", + 100 + ], + "y4": [ + "target", + 93 + ], + "y5": [ + "target", + 92 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "1" + ], + [ + "y0", + "x1", + "1" + ], + [ + "y3", + "x4", + "-1/2" + ], + [ + "y2", + "x5", + "-1/2" + ], + [ + "y5", + "x2", + "-1/2" + ], + [ + "y4", + "x3", + "-1/2" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x3", + "x4", + "1" + ], + [ + "x5", + "x2", + "1" + ], + [ + "y1", + "x3", + "-1/2" + ], + [ + "y2", + "x0", + "1" + ], + [ + "y4", + "x5", + "-1/2" + ], + [ + "y0", + "y4", + "1" + ], + [ + "y3", + "y2", + "1" + ], + [ + "y5", + "y1", + "1" + ], + [ + "y1", + "x5", + "-1/2" + ], + [ + "y0", + "x4", + "-1/2" + ], + [ + "y3", + "x2", + "-1/2" + ], + [ + "y2", + "x3", + "-1/2" + ], + [ + "y5", + "x1", + "1" + ], + [ + "y4", + "x0", + "1" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x3", + "x4", + 1 + ], + [ + "x5", + "x2", + 1 + ], + [ + "y1", + "x3", + 1 + ], + [ + "y2", + "x0", + 1 + ], + [ + "y4", + "x5", + 1 + ], + [ + "y0", + "y4", + 1 + ], + [ + "y3", + "y2", + 1 + ], + [ + "y5", + "y1", + 1 + ], + [ + "y1", + "x5", + 1 + ], + [ + "y0", + "x4", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y5", + "x1", + 1 + ], + [ + "y4", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "1", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "1", + "0", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "0", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "-1/2", + "0", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "-1/2", + "-1/2", + "0", + "-1/2" + ], + [ + "1", + "1", + "-1/2", + "-1/2", + "-1/2", + "0" + ] + ] + }, + { + "cell": "45-", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 2 + ], + "x1": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 21 + ], + "x2": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 2 + ], + "x3": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 21 + ], + "x4": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 19 + ], + "x5": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 17 + ], + "y0": [ + "target", + 34 + ], + "y1": [ + "target", + 38 + ], + "y2": [ + "target", + 98 + ], + "y3": [ + "target", + 102 + ], + "y4": [ + "target", + 61 + ], + "y5": [ + "target", + 60 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "1" + ], + [ + "y0", + "x1", + "1" + ], + [ + "y2", + "x4", + "-1/2" + ], + [ + "y3", + "x5", + "-1/2" + ], + [ + "y5", + "x3", + "1" + ], + [ + "y4", + "x2", + "1" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x2", + "x4", + "-1/2" + ], + [ + "x5", + "x3", + "-2" + ], + [ + "y1", + "x2", + "1" + ], + [ + "y3", + "x0", + "1" + ], + [ + "y4", + "x5", + "-1/2" + ], + [ + "y0", + "y4", + "1" + ], + [ + "y2", + "y3", + "1" + ], + [ + "y5", + "y1", + "1" + ], + [ + "y1", + "x5", + "-1/2" + ], + [ + "y0", + "x4", + "-1/2" + ], + [ + "y2", + "x3", + "1" + ], + [ + "y3", + "x2", + "1" + ], + [ + "y5", + "x1", + "1" + ], + [ + "y4", + "x0", + "1" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y2", + "x4", + 1 + ], + [ + "y3", + "x5", + 1 + ], + [ + "y5", + "x3", + 1 + ], + [ + "y4", + "x2", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x2", + "x4", + 1 + ], + [ + "x5", + "x3", + 1 + ], + [ + "y1", + "x2", + 1 + ], + [ + "y3", + "x0", + 1 + ], + [ + "y4", + "x5", + 1 + ], + [ + "y0", + "y4", + 1 + ], + [ + "y2", + "y3", + 1 + ], + [ + "y5", + "y1", + 1 + ], + [ + "y1", + "x5", + 1 + ], + [ + "y0", + "x4", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y5", + "x1", + 1 + ], + [ + "y4", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "1", + "1", + "1", + "-1/2", + "-1/2" + ], + [ + "1", + "0", + "1", + "1", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "0", + "1", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "1", + "0", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "1", + "1", + "0", + "-1/2" + ], + [ + "1", + "1", + "1", + "1", + "-1/2", + "0" + ] + ] + } +] diff --git a/research/gauge44-ends7-t16/construction/ends7/premise/inputs/TRI-LEAVER-k8.json b/research/gauge44-ends7-t16/construction/ends7/premise/inputs/TRI-LEAVER-k8.json new file mode 100644 index 0000000000..e3bb24cc49 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/premise/inputs/TRI-LEAVER-k8.json @@ -0,0 +1,590 @@ +{ + "full_pairs": [ + [ + 0, + 1 + ], + [ + 2, + 3 + ], + [ + 4, + 5 + ], + [ + 6, + 7 + ] + ], + "triangles": [ + { + "p": [ + 0, + 1 + ], + "e": 1, + "reads": [ + [ + 57, + [ + 0, + 1, + 2, + 3 + ], + 0 + ], + [ + 56, + [ + 0, + 1, + 2, + 3 + ], + 1 + ], + [ + 25, + [ + 0, + 1, + 4, + 5 + ], + 0 + ], + [ + 24, + [ + 0, + 1, + 4, + 5 + ], + 1 + ], + [ + 17, + [ + 0, + 1, + 6, + 7 + ], + 0 + ], + [ + 16, + [ + 0, + 1, + 6, + 7 + ], + 1 + ] + ], + "coded": true, + "cell": 0 + }, + { + "p": [ + 2, + 3 + ], + "e": 1, + "reads": [ + [ + 63, + [ + 0, + 1, + 2, + 3 + ], + 3 + ], + [ + 59, + [ + 0, + 1, + 2, + 3 + ], + 23 + ], + [ + 89, + [ + 2, + 3, + 4, + 5 + ], + 0 + ], + [ + 88, + [ + 2, + 3, + 4, + 5 + ], + 1 + ], + [ + 81, + [ + 2, + 3, + 6, + 7 + ], + 0 + ], + [ + 80, + [ + 2, + 3, + 6, + 7 + ], + 1 + ] + ], + "coded": true, + "cell": 1 + }, + { + "p": [ + 4, + 5 + ], + "e": 1, + "reads": [ + [ + 31, + [ + 0, + 1, + 4, + 5 + ], + 3 + ], + [ + 27, + [ + 0, + 1, + 4, + 5 + ], + 23 + ], + [ + 95, + [ + 2, + 3, + 4, + 5 + ], + 3 + ], + [ + 91, + [ + 2, + 3, + 4, + 5 + ], + 23 + ], + [ + 49, + [ + 4, + 5, + 6, + 7 + ], + 0 + ], + [ + 48, + [ + 4, + 5, + 6, + 7 + ], + 1 + ] + ], + "coded": true, + "cell": 2 + }, + { + "p": [ + 6, + 7 + ], + "e": 1, + "reads": [ + [ + 23, + [ + 0, + 1, + 6, + 7 + ], + 3 + ], + [ + 19, + [ + 0, + 1, + 6, + 7 + ], + 23 + ], + [ + 87, + [ + 2, + 3, + 6, + 7 + ], + 3 + ], + [ + 83, + [ + 2, + 3, + 6, + 7 + ], + 23 + ], + [ + 55, + [ + 4, + 5, + 6, + 7 + ], + 3 + ], + [ + 51, + [ + 4, + 5, + 6, + 7 + ], + 23 + ] + ], + "coded": true, + "cell": 3 + }, + { + "p": [ + 6, + 7 + ], + "e": -1, + "reads": [ + [ + 18, + [ + 0, + 1, + 6, + 7 + ], + 21 + ], + [ + 22, + [ + 0, + 1, + 6, + 7 + ], + 2 + ], + [ + 82, + [ + 2, + 3, + 6, + 7 + ], + 21 + ], + [ + 86, + [ + 2, + 3, + 6, + 7 + ], + 2 + ], + [ + 50, + [ + 4, + 5, + 6, + 7 + ], + 21 + ], + [ + 54, + [ + 4, + 5, + 6, + 7 + ], + 2 + ] + ], + "coded": true, + "cell": 4 + }, + { + "p": [ + 0, + 1 + ], + "e": -1, + "reads": [ + [ + 61, + [ + 0, + 1, + 2, + 3 + ], + 17 + ], + [ + 60, + [ + 0, + 1, + 2, + 3 + ], + 19 + ], + [ + 29, + [ + 0, + 1, + 4, + 5 + ], + 17 + ], + [ + 28, + [ + 0, + 1, + 4, + 5 + ], + 19 + ], + [ + 21, + [ + 0, + 1, + 6, + 7 + ], + 17 + ], + [ + 20, + [ + 0, + 1, + 6, + 7 + ], + 19 + ] + ], + "coded": true, + "cell": 5 + }, + { + "p": [ + 2, + 3 + ], + "e": -1, + "reads": [ + [ + 58, + [ + 0, + 1, + 2, + 3 + ], + 21 + ], + [ + 62, + [ + 0, + 1, + 2, + 3 + ], + 2 + ], + [ + 93, + [ + 2, + 3, + 4, + 5 + ], + 17 + ], + [ + 92, + [ + 2, + 3, + 4, + 5 + ], + 19 + ], + [ + 85, + [ + 2, + 3, + 6, + 7 + ], + 17 + ], + [ + 84, + [ + 2, + 3, + 6, + 7 + ], + 19 + ] + ], + "coded": true, + "cell": 6 + }, + { + "p": [ + 4, + 5 + ], + "e": -1, + "reads": [ + [ + 26, + [ + 0, + 1, + 4, + 5 + ], + 21 + ], + [ + 30, + [ + 0, + 1, + 4, + 5 + ], + 2 + ], + [ + 90, + [ + 2, + 3, + 4, + 5 + ], + 21 + ], + [ + 94, + [ + 2, + 3, + 4, + 5 + ], + 2 + ], + [ + 53, + [ + 4, + 5, + 6, + 7 + ], + 17 + ], + [ + 52, + [ + 4, + 5, + 6, + 7 + ], + 19 + ] + ], + "coded": true, + "cell": 7 + } + ] +} diff --git a/research/gauge44-ends7-t16/construction/ends7/premise/premise_check.py b/research/gauge44-ends7-t16/construction/ends7/premise/premise_check.py new file mode 100644 index 0000000000..98efec187d --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/premise/premise_check.py @@ -0,0 +1,15 @@ +#!/usr/bin/env python3 +"""premise_check.py WORD : PR1049's independent checks on a NEW word -- literal location of all eight coded cells, the leaver +premise (no post-cell touch, no early-tail touch, FULL-cleanup restoration, not a centre/entering/low-ended register), +the exact all-column endpoint, and the frame/profile recount. verify_1049.py is PR1049's verify.py, unchanged; its two +coded-cell inputs are copied byte-for-byte (sha256-pinned inside it).""" +import gzip, json, sys +from pathlib import Path +sys.path.insert(0, str(Path(__file__).resolve().parent)) +import verify_1049 as V +w = json.loads(gzip.decompress(Path(sys.argv[1]).read_bytes())) +cells = V.read_pinned('CODED-CELLS-k8.json'); tri = V.read_pinned('TRI-LEAVER-k8.json') +cells = cells['cells'] if isinstance(cells, dict) and 'cells' in cells else cells +found, rep = V.audit_word(w, cells, V.cell_targets(cells, tri)) +print(json.dumps(dict(status='PASS_LEAVER_PREMISE', cells=len(found), leavers=len(rep['leavers']), + paid_profile=rep['paid_profile']))) diff --git a/research/gauge44-ends7-t16/construction/ends7/premise/verify_1049.py b/research/gauge44-ends7-t16/construction/ends7/premise/verify_1049.py new file mode 100644 index 0000000000..3e34e2c5a6 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/premise/verify_1049.py @@ -0,0 +1,430 @@ +#!/usr/bin/env python3 +# SPDX-License-Identifier: Apache-2.0 +# Prepared by Sagar Thakrar with substantial Anthropic Claude assistance. +"""Independent audit of the mutable-leaver all-K cells of PR1005, and of the same cells in PR1018's word. + +Standard library only. No code from the audited packages is imported; their words are read as data +(see SOURCES.json for how each pinned input was produced). The checks follow the documented +scalar/frame semantics of the gauge44 local words: + +E Endpoint. Each data column is replayed forward through precondition + A + cut + B + tail + + cleanup and must give x_t -> x_t + y_t-coordinate, i.e. x -> x, y_t -> y_t + x_t. Each helper + column is replayed through the inverse of the post-precondition program; the result must be + the unit vector plus a target-only residue. That is exactly the condition under which a + pre-main compensation y -= a*h exists. The residue must vanish for entering helpers. +F Frames. Monotone climbs over A, the centre paths, B, the early-cleanup tail and the terminal + ends. The FULL cleanup may touch only registers that end at FULL. The paid histogram must equal + the word's recorded local profile. +L Leaver cells. Each coded cell's 21 scaled gates are located literally (contiguous, in order) + in A + cut + B by unification. Each name binds to one register, the y-names bind to the cell's + six targets (TRI read indices; the coded index is t8 + 8), and the x-names bind to non-targets. + For every mutated leaver: it is not a centre, entering helper or low-ended helper. It is never + touched again in A/cut/B or the tail after its cell, and it is written later in the FULL + cleanup. Its value at the end of B differs from its input, so the restoration is real work. +D Profile deltas. The raw-stage paid profiles of the no-triangle, k5 and k8 words are recomputed + with F and differenced. +Every check raises AuditError directly (no assert), so it also runs under python -O. +""" +import argparse, copy, gzip, hashlib, json, sys +from collections import Counter +from fractions import Fraction as Q +from pathlib import Path + +HERE = Path(__file__).resolve().parent +IN = HERE / 'inputs' +PINS = { # sha256 of the decompressed JSON (of the file itself for .json) + 'k8-cell-word.json.gz': '58e14a02f2c1d4dcfeb363ebd5fa2e713064b5c724d90f6721419a8cfa67729b', + 'k8-final-word.json.gz': 'db2c7cfb3f8eee2b76c2e0154fc530520fb4d90cd9511a002cab527b16033b83', + 'k8-seven-slot-word.json.gz': 'c2b294300760e1fd6eeab8c22c4d13e4633dca40e52cac8da0d68163a76e3ca8', + 'notri-cold44-word.json.gz': '3e99ba778ab8a97853f50912776247802b529439937176363f6c42786163b1f9', + 'raw-notri.json.gz': '5a55ea28628e3d76ed31393505f4605d7a8d5b002716a44115fea60cdc3477e3', + 'raw-k5.json.gz': 'c9114254533c7e272504016764c93370e18734469587a86fb07652b85f8ae209', + 'raw-k8.json.gz': '85c0e64718a9ceafe094e7152ea27ec9d7f804e514b5efaab085a94b7ef1841f', + 'CODED-CELLS-k8.json': '7347f814850a838bd617bc7a55c307cec2b72becde2f12ea3e2e1af344b43563', + 'TRI-LEAVER-k8.json': 'b22e6ecf76104de66844bd617c4ca80f5546ba0966a50e5e9aa0ffea4976cb30', +} + + +class AuditError(Exception): + pass + + +def need(ok, msg): + if not ok: + raise AuditError(msg) + + +def read_pinned(name): + data = (IN / name).read_bytes() + raw = gzip.decompress(data) if name.endswith('.gz') else data + need(hashlib.sha256(raw).hexdigest() == PINS[name], 'input pin mismatch: ' + name) + return json.loads(raw) + + +# ------------------------------------------------------------------ scalar semantics + +def regs(g): + return (g[1], g[2]) if g[0] == 'add' else (g[1],) + + +def coef(g): + return Q(g[3], g[4]) if g[0] == 'add' else Q(g[2], g[3]) + + +def forward(gates, col): + for g in gates: + if g[0] == 'add': + x = col.get(g[2]) + if x: + y = col.get(g[1], 0) + coef(g) * x + if y: + col[g[1]] = y + else: + col.pop(g[1], None) + elif g[0] == 'scale': + if g[1] in col: + col[g[1]] *= coef(g) + else: + raise AuditError('unknown gate ' + str(g[0])) + return col + + +def inverse(gates, col): + for g in reversed(gates): + if g[0] == 'add': + x = col.get(g[2]) + if x: + y = col.get(g[1], 0) - coef(g) * x + if y: + col[g[1]] = y + else: + col.pop(g[1], None) + elif g[1] in col: + col[g[1]] /= coef(g) + return col + + +def parts(w): + early = w.get('early_cleanup', []) + ids = [i for i, _ in early] + need(len(ids) == len(set(ids)), 'duplicate early-cleanup index') + tail = [list(w['cleanup'][i][:-1]) + [U] for i, U in early] + cleanup = [g for i, g in enumerate(w['cleanup']) if i not in set(ids)] + return w['precondition'], w['A'] + w['cut'] + w['B'], tail, cleanup + + +def endpoint(w): + v, R = w['report']['v'], w['report']['R'] + n = 2 * v + R + pre, main, tail, cleanup = parts(w) + for g in pre + main + tail + cleanup: + need(all(0 <= r < n for r in regs(g)), 'register out of range') + need(g[0] != 'add' or g[1] != g[2], 'self add') + q = coef(g) + need(q != 0 and q.denominator & (q.denominator - 1) == 0, 'non-dyadic or zero scalar') + need(all(v <= r < 2 * v for g in pre for r in regs(g)), 'precondition touches a non-target') + full, post = pre + main + tail + cleanup, main + tail + cleanup + entering = {int(k) for k in w.get('start_extra', {})} + bad, residue = [], 0 + for c in range(2 * v): + want = {c: Q(1)} + if c < v: + want[v + c] = Q(1) + if forward(full, {c: Q(1)}) != want: + bad.append(('data', c)) + for k in range(2 * v, n): + out = inverse(post, {k: Q(1)}) + rest = {r: x for r, x in out.items() if r != k} + if out.get(k) != 1 or any(not v <= r < 2 * v for r in rest): + bad.append(('helper', k)) + elif rest and k in entering: + bad.append(('entering-response', k)) + residue += len(rest) + need(not bad, 'endpoint failures %s' % bad[:6]) + return dict(columns=n, data_columns=2 * v, helper_columns=R, target_residue_entries=residue) + + +# ------------------------------------------------------------------ frames + +def span(vectors): + piv = {} + for x in vectors: + need(type(x) is int and x >= 0, 'bad frame vector') + while x: + b = x.bit_length() - 1 + if b in piv: + x ^= piv[b] + else: + piv[b] = x + break + for b in sorted(piv): + for u in piv: + if u > b and piv[u] >> b & 1: + piv[u] ^= piv[b] + return frozenset(piv.values()) + + +def frames(w): + v, h, R = w['report']['v'], w['report']['h'], w['report']['R'] + n = 2 * v + R + FULL = span([1 << i for i in range(h)]) + hyper = lambda p: span([x for x in range(1, 1 << h) if bin(x & p).count('1') % 2 == 0]) + cur = [span([p]) for p in w['ports']] + [span([])] * (v + R) + for q, U in w.get('start_extra', {}).items(): + need(2 * v <= int(q) < n, 'entrance on a non-helper') + cur[int(q)] = span(U) + start = list(cur) + end = [FULL] * v + [hyper(p) for p in w['ports']] + [FULL] * R + for q, U in w.get('helper_final', {}).items(): + end[int(q)] = span(U) + paid = Counter() + + def climb(r, U, where): + U = U if isinstance(U, frozenset) else span(U) + need(span(list(cur[r]) + list(U)) == U, 'non-monotone climb in %s, register %d' % (where, r)) + if len(U) > len(cur[r]): + paid[len(U) - len(cur[r])] += 1 + cur[r] = U + + pre, main, tail, cleanup = parts(w) + for g in w['A']: + for r in regs(g): + climb(r, g[-1], 'A') + need(not w.get('target_levels'), 'nonzero target levels are outside this audit') + need(all(cur[v + t] == span([]) for t in range(v)), 'targets not at level zero before B') + for q, U in zip(w['centers'], w['center_frames']): + need(cur[q] == span(U), 'centre carrier frame') + paid[len(span(U))] += 1 + for g in w['B']: + for r in regs(g): + climb(r, g[-1], 'B') + for g in tail: + for r in regs(g): + climb(r, g[-1], 'tail') + for r in range(n): + climb(r, end[r], 'end') + need(all(end[r] == FULL for g in cleanup for r in regs(g)), 'FULL cleanup touches a low end') + paid = {k: paid[k] for k in sorted(paid)} + need(paid == {int(k): x for k, x in w['report']['local_profile'].items()}, 'paid profile differs from the recorded profile') + return paid + + +# ------------------------------------------------------------------ leaver cells + +def cell_targets(cells, tri): + out = {} + for tr in tri['triangles']: + if tr.get('coded'): + c = cells[tr['cell']] + t8 = {r[0] for r in tr['reads']} + need({b[1] - 8 for b in c['bindings'].values() if b[0] == 'target'} == t8, 'TRI/coded index mismatch ' + c['cell']) + out[c['cell']] = t8 + need(len(out) == len(cells), 'a coded cell lacks a TRI entry') + return out + + +def locate(w, cells, targets): + v = w['report']['v'] + main = w['A'] + w['cut'] + w['B'] + found = [] + for cell in cells: + pat = [(t, s, Q(q)) for t, s, q in cell['scaled']] + T = {v + t for t in targets[cell['cell']]} + hits = [] + for i in range(len(main) - len(pat) + 1): + bind, ok = {}, True + for k, (tn, sn, q) in enumerate(pat): + g = main[i + k] + if g[0] != 'add' or Q(g[3], g[4]) != q: + ok = False + break + for name, reg in ((tn, g[1]), (sn, g[2])): + if bind.setdefault(name, reg) != reg or (name[0] == 'y') != (reg in T): + ok = False + if not ok: + break + if ok and len(set(bind.values())) == len(bind): + hits.append((i, bind)) + need(len(hits) == 1, 'cell %s located %d times' % (cell['cell'], len(hits))) + i, bind = hits[0] + need({bind[x] for x in bind if x[0] == 'y'} == T, 'cell %s target set' % cell['cell']) + found.append(dict(cell=cell['cell'], start=i, stop=i + len(pat), bind=bind, + leavers=sorted({bind[t] for t, s, q in pat if t[0] == 'x'}))) + ivals = sorted((c['start'], c['stop']) for c in found) + need(all(a[1] <= b[0] for a, b in zip(ivals, ivals[1:])), 'overlapping cells') + return found + + +def premise(w, found): + v, R = w['report']['v'], w['report']['R'] + pre, main, tail, cleanup = parts(w) + special = set(w['centers']) | {int(k) for k in w.get('start_extra', {})} | {int(k) for k in w.get('helper_final', {})} + tail_regs = {r for g in tail for r in regs(g)} + rows = [] + for c in found: + for r in c['leavers']: + need(r not in special, 'leaver %d is a centre, entering or low-ended register' % r) + later = [j for j in range(c['stop'], len(main)) if r in regs(main[j])] + need(not later, 'leaver %d touched in main after its cell (index %d)' % (r, later[0] if later else -1)) + need(r not in tail_regs, 'leaver %d touched in the early-cleanup tail' % r) + writes = [j for j, g in enumerate(cleanup) if g[1] == r] + need(writes, 'leaver %d is never written in the FULL cleanup' % r) + rows.append(dict(cell=c['cell'], register=r, kind='data' if r < v else 'helper', + first_full_cleanup_write=writes[0], full_cleanup_writes=len(writes))) + # value after precondition + main, as a linear form in the inputs + want = {row['register'] for row in rows} + form = {r: {r: Q(1)} for r in range(2 * v + R)} + for g in pre + main: + if g[0] == 'add': + dst, q = form[g[1]], coef(g) + for k, x in form[g[2]].items(): + y = dst.get(k, 0) + q * x + if y: + dst[k] = y + else: + dst.pop(k, None) + else: + form[g[1]] = {k: x * coef(g) for k, x in form[g[1]].items()} + need(all(form[r] != {r: Q(1)} for r in want), 'a leaver holds its input value at the end of B') + return rows + + +def audit_word(w, cells, targets): + found = locate(w, cells, targets) + rows = premise(w, found) + return found, dict(R=w['report']['R'], paid_profile=frames(w), endpoint=endpoint(w), + cells=[dict(cell=c['cell'], main_index=c['start'], leavers=c['leavers']) for c in found], + leavers=rows) + + +# ------------------------------------------------------------------ negative controls + +def controls(w, found, cells, targets): + by = {c['cell']: c for c in cells} + nA, nC = len(w['A']), len(w['cut']) + c0 = found[0] + pat = by[c0['cell']]['scaled'] + r0 = c0['leavers'][0] + + def at(i): + return ('A', i) if i < nA else (('cut', i - nA) if i < nA + nC else ('B', i - nA - nC)) + + def outcome(name, m, expect): + for check, fn in (('endpoint', lambda: endpoint(m)), ('frames', lambda: frames(m)), + ('premise', lambda: premise(m, found))): + try: + fn() + except AuditError as e: + need(check == expect, 'control %s rejected by %s, expected %s: %s' % (name, check, expect, e)) + return name, '%s: %s' % (check, str(e)[:70]) + raise SystemExit('CONTROL ACCEPTED: ' + name) + + out = [] + h = w['report']['h'] + FULLF = [1 << j for j in range(h)] + kx = next(k for k, (t, s, q) in enumerate(pat) if t[0] == 'x') + m = copy.deepcopy(w); sec, i = at(c0['start'] + kx); del m[sec][i] + out.append(outcome('N1_drop_leaver_write', m, 'endpoint')) + early = {i for i, _ in w.get('early_cleanup', [])} + k = next(i for i, g in enumerate(w['cleanup']) if i not in early and g[1] == r0) + m = copy.deepcopy(w); del m['cleanup'][k] + m['early_cleanup'] = [[i - (i > k), U] for i, U in w.get('early_cleanup', [])] + out.append(outcome('N2_drop_full_cleanup_restore', m, 'endpoint')) + # A semantically neutral pair at FULL: only the premise check can see it. + pre, main, tail, cleanup = parts(w) + busy = {r for g in tail for r in regs(g)} | set(w['centers']) | {int(q) for q in w.get('helper_final', {})} + v, R = w['report']['v'], w['report']['R'] + hh = max(r for r in range(2 * v, 2 * v + R) if r not in busy) + m = copy.deepcopy(w); m['B'] += [['add', hh, r0, 1, 2, FULLF], ['add', hh, r0, -1, 2, FULLF]] + out.append(outcome('N3_neutral_touch_of_leaver_after_cell', m, 'premise')) + m = copy.deepcopy(w); sec, i = at(c0['start']); m[sec][i][3] *= 3 + out.append(outcome('N4_wrong_cell_coefficient', m, 'endpoint')) + xn = pat[kx][0] + kr = next(k for k, (t, s, q) in enumerate(pat) if k > kx and s == xn) + m = copy.deepcopy(w); a, b = at(c0['start'] + kx), at(c0['start'] + kr) + need(a[0] == b[0], 'control N5 spans sections') + m[a[0]][a[1]], m[b[0]][b[1]] = m[b[0]][b[1]], m[a[0]][a[1]] + out.append(outcome('N5_leaver_write_after_its_read', m, 'endpoint')) + y = next(b for nm, b in c0['bind'].items() if nm[0] == 'y') + e = min(int(q) for q in w['start_extra']) + m = copy.deepcopy(w); m['B'].insert(0, ['add', y, e, 1, 1, FULLF]) + out.append(outcome('N6_entering_dirt_into_cell_target', m, 'endpoint')) + m = copy.deepcopy(w); sec, i = at(c0['start'] + kx); m[sec][i][-1] = [] + out.append(outcome('N7_leaver_gate_below_current_frame', m, 'frames')) + return dict(out) + + +# ------------------------------------------------------------------ driver + +def delta(a, b): + return {r: a.get(r, 0) - b.get(r, 0) for r in sorted(set(a) | set(b)) if a.get(r, 0) != b.get(r, 0)} + + +def scale(u, s): + return {r: s * x for r, x in u.items()} + + +def run(): + cells = read_pinned('CODED-CELLS-k8.json') + targets = cell_targets(cells, read_pinned('TRI-LEAVER-k8.json')) + words = {name: read_pinned(f) for name, f in [('cell', 'k8-cell-word.json.gz'), ('final', 'k8-final-word.json.gz'), + ('seven_slot', 'k8-seven-slot-word.json.gz')]} + res = dict(status=None, audited={}, controls={}) + keep = {} + for name, w in words.items(): + found, res['audited'][name] = audit_word(w, cells, targets) + res['audited'][name]['content_sha256'] = PINS[{'cell': 'k8-cell-word.json.gz', 'final': 'k8-final-word.json.gz', 'seven_slot': 'k8-seven-slot-word.json.gz'}[name]] + keep[name] = found + print('PASS', name, res['audited'][name]['paid_profile'], flush=True) + for name in ('final', 'seven_slot'): + res['controls'][name] = controls(words[name], keep[name], cells, targets) + print('PASS controls', name, len(res['controls'][name]), flush=True) + # Face events: data-register leavers receive one B-section write in both the base and the cell word. + base = read_pinned('notri-cold44-word.json.gz') + v = base['report']['v'] + data_leavers = sorted(r for c in keep['cell'] for r in c['leavers'] if r < v) + def bwrites(w): + return {x: [[g[2], str(coef(g))] for g in w['B'] if g[0] == 'add' and g[1] == x] for x in data_leavers} + wb, wc = bwrites(base), bwrites(words['cell']) + need(all(len(wb[x]) == 1 and len(wc[x]) == 1 for x in data_leavers), 'a data leaver lacks exactly one B write') + awrites = lambda w: [[g[1], g[2], str(coef(g))] for g in w['A'] if g[0] == 'add' and g[1] in data_leavers] + need(awrites(base) == awrites(words['cell']), 'A-section writes to data leavers changed') + res['face_events'] = dict(data_leavers=data_leavers, base_B_write=wb, cell_B_write=wc, + repaired=[x for x in data_leavers if wb[x] != wc[x]]) + # Profile deltas. + raw = {k: read_pinned(f) for k, f in [('notri', 'raw-notri.json.gz'), ('k5', 'raw-k5.json.gz'), ('k8', 'raw-k8.json.gz')]} + P = {k: frames(w) for k, w in raw.items()} + d5, d3 = delta(P['k5'], P['notri']), delta(P['k8'], P['k5']) + unit = {r: x // 5 for r, x in d5.items()} + need(scale(unit, 5) == d5 and scale(unit, 3) == d3, 'raw per-cell deltas are not additive') + need(raw['notri']['report']['R'] - raw['k5']['report']['R'] == 15 and raw['k5']['report']['R'] - raw['k8']['report']['R'] == 9, 'helper counts') + claimed = {1: -30, 2: 6, 3: 6} + slot = delta(res['audited']['seven_slot']['paid_profile'], res['audited']['final']['paid_profile']) + need(slot == scale({3: 2, 4: -4, 5: 2}, 7), 'seven-slot delta is not 7 x {3:+2,4:-4,5:+2}') + res['profile_deltas'] = dict(raw_profiles={k: P[k] for k in P}, k5_minus_notri=d5, k8_minus_k5=d3, + per_cell_raw=unit, helpers_removed_per_cell=3, + pr_description_per_cell=claimed, matches_pr_description=unit == claimed, + rank_mass_per_cell_raw=sum(r * x for r, x in unit.items()), + seven_slot_minus_final=slot) + res['status'] = 'PASS_INDEPENDENT_MUTABLE_LEAVER_AUDIT' + return res + + +if __name__ == '__main__': + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--write', action='store_true', help='write RESULT.json instead of comparing with it') + a = ap.parse_args() + try: + res = run() + except AuditError as e: + print('FAIL', e) + sys.exit(1) + text = json.dumps(res, indent=1, sort_keys=True) + '\n' + if a.write: + (HERE / 'RESULT.json').write_text(text) + else: + need((HERE / 'RESULT.json').read_text() == text, 'result differs from committed RESULT.json') + d = res['profile_deltas'] + print('%s cells=8 leavers=%d columns=%d controls=%d per_cell_raw=%s claimed_match=%s' % ( + res['status'], len(res['audited']['final']['leavers']), res['audited']['final']['endpoint']['columns'], + sum(map(len, res['controls'].values())), d['per_cell_raw'], d['matches_pr_description'])) diff --git a/research/gauge44-ends7-t16/construction/ends7/verify_ends7.py b/research/gauge44-ends7-t16/construction/ends7/verify_ends7.py new file mode 100644 index 0000000000..de7205f975 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/ends7/verify_ends7.py @@ -0,0 +1,132 @@ +#!/usr/bin/env python3 +"""Rank-seven helper ends (PR1030's mechanism) on the seven-slot k8 word, with hash-checked reuse of a completed slot replay. + +Follows the baseline-reuse pattern of construction/slots/verify_slots.py (and FastPhases' verify_slots_fast.py): + 1. baseline: a completed verify_slots[_fast].py --work directory; its slot word and its canonical/program/Clifford locals + must equal construction/slots/SLOT-PINS-k8.json and every recorded step must have passed. + 2. ends7: build_ends7.py with RECIPE-ENDS7-k8.json (literal old->new edits, codimension-one lowerings; output pinned), + then end7_controls.py: the recipe word passes and the three negative controls (end restored to eight, wrong frame, + cone violation) are each rejected by BOTH the independent audit_local and the native hpe auditor with pinned reasons. + 3. native locals of the new word (verify_slots step 3; phases via PR1029's sparse evaluator unless --phases reference); + canonical/programs/Clifford pinned in ENDS7-PINS-k8.json. + 4. independent audit_local, and PR1049's leaver-premise / endpoint / frame-recount check on the NEW word. + 5. strict global replay (verify_global.py) of this package's data on the new locals; kappa pinned. +""" +import argparse, gzip, hashlib, json, os, subprocess, sys, time +from pathlib import Path + +HERE = Path(__file__).resolve().parent +PKG = HERE.parents[1] +FASTPATH = HERE / 'fastpath/phases_fast.py' # PR1029 sparse exact evaluator driver (FastPhases) +BASE_STEPS = ['parent-manifest', 'slots', 'slot-controls', 'native', 'ledgers', 'local-replay', 'wrappers', 'phases', + 'audit-local', 'strict'] + + +def read(p): + b = Path(p).read_bytes() + return json.loads(gzip.decompress(b) if str(p).endswith('.gz') else b) + + +def csha(p): return hashlib.sha256(gzip.decompress(Path(p).read_bytes())).hexdigest() +def fsha(p): return hashlib.sha256(Path(p).read_bytes()).hexdigest() + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True, help='repository root') + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--baseline', type=Path, required=True, help='completed verify_slots[_fast].py --work directory') + ap.add_argument('--work', type=Path, required=True) + ap.add_argument('--phases', choices=('sparse', 'reference'), default='sparse') + ap.add_argument('--fastpath', type=Path, default=FASTPATH, help="FastPhases' fastpath/phases_fast.py (PR1029 driver)") + ap.add_argument('--phase-jobs', type=int, default=4) + a = ap.parse_args() + root = a.main.resolve(); work = a.work.resolve(); assert not work.exists(); work.mkdir(parents=True) + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = root / 'research/complex-k492-owner-repair/vendor/multicold' + base = src / 'vendor/pr558'; par = base / 'vendor/pr552' + routing = par / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz' + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src)) + env.pop('PYTHONOPTIMIZE', None) + sp = read(PKG / 'construction/slots/SLOT-PINS-k8.json'); pins = read(HERE / 'ENDS7-PINS-k8.json'); steps = [] + + def run(label, script, *args, portable=True): + t = time.monotonic() + cmd = [sys.executable, '-B'] + ([str(src / 'code/run_portable.py')] if portable else []) + [str(script), *map(str, args)] + with (work / (label + '.log')).open('w') as f: + rc = subprocess.call(cmd, env=env, stdout=f, stderr=subprocess.STDOUT, cwd=root) + steps.append(dict(step=label, exit_code=rc, seconds=round(time.monotonic() - t, 3))) + (work / 'STEPS.json').write_text(json.dumps(steps, indent=2) + '\n') + assert rc == 0, label + print('PASS', label, flush=True) + return (work / (label + '.log')).read_text() + + # 1. baseline: completed slot replay + bl = a.baseline.resolve(); bw = bl / 'slots/FULL-WORD.json.gz'; blocal = bl / 'local' + bsteps = read(bl / 'STEPS.json') + assert [s['step'] for s in bsteps] == BASE_STEPS and all(s['exit_code'] == 0 for s in bsteps), 'baseline is not a complete slot replay' + assert csha(bw) == sp['word_sha256'] == pins['base_sha256'], 'baseline slot word' + assert csha(blocal / 'CANONICAL-WORD.json.gz') == sp['canonical_sha256'], 'baseline canonical' + chk = read(blocal / 'LOCAL-CHECKS.json') + assert {o: chk[o]['sha256'] for o in ('forward', 'backward')} == sp['program_sha256'], 'baseline programs' + assert fsha(blocal / 'CLIFFORD-RECIPES.json') == sp['clifford_recipes_sha256'], 'baseline Clifford' + assert read(bl / 'RESULT.json')['status'] == 'PASS_SLOTS_ON_CHECKED_K8_BASELINE' + print('PASS baseline', flush=True) + + # 2. rank-seven ends and their controls + rec = HERE / 'RECIPE-ENDS7-k8.json'; r = read(rec) + assert r['input_sha256'] == pins['base_sha256'] and r['expected']['output_sha256'] == pins['word_sha256'] + assert [e[0] for e in r['ends']] == pins['helpers'] + (work / 'ends7').mkdir(); fw = work / 'ends7/FULL-WORD.json.gz' + run('ends7', HERE / 'build_ends7.py', bw, rec, fw, portable=False) + assert csha(fw) == pins['word_sha256'], 'ends7 word' + run('ends7-controls', HERE / 'end7_controls.py', bw, rec, PKG / 'independent/audit_local.py', + up / 'code/hpe_audit_and_transport.py', src / 'code/run_portable.py', routing, work / 'ends7-controls', portable=False) + c = read(work / 'ends7-controls/END7-CONTROLS.json') + assert c['status'] == 'PASS_RANK7_END_CONTROLS' and c['rejections'] == pins['control_rejections'], c['status'] + + # 3. native locals of the new word + local = work / 'local' + run('native', up / 'code/hpe_audit_and_transport.py', '--raw', fw, '--routing', routing, '--out', local) + assert csha(local / 'CANONICAL-WORD.json.gz') == pins['canonical_sha256'] + run('ledgers', up / 'code/hpe_emit_local.py', local) + run('local-replay', up / 'code/hpe_audit_local.py', local) + run('wrappers', up / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + chk = read(local / 'LOCAL-CHECKS.json') + assert {o: chk[o]['sha256'] for o in ('forward', 'backward')} == pins['program_sha256'] + if a.phases == 'reference': + run('phases', base / 'code/phases_full.py', local, par / 'complex-global/vendor531/vendor/clifford') + else: + run('phases', a.fastpath.resolve(), local, par / 'complex-global/vendor531/vendor/clifford', + root / 'research/clifford-state-performance/fast_state.py', max(1, a.phase_jobs)) + assert fsha(local / 'CLIFFORD-RECIPES.json') == pins['clifford_recipes_sha256'] + + # 4. independent local audit and PR1049's leaver premise on the new word + run('audit-local', PKG / 'independent/audit_local.py', '--word', fw, '--main', root, '--output', work / 'AUDIT-LOCAL.json', portable=False) + assert read(work / 'AUDIT-LOCAL.json')['status'] == 'PASS_INDEPENDENT_EXACT_FORWARD_AND_DUAL_ENDPOINT_FRAMES_ENTRANCES_CONES' + out = run('leaver-premise', HERE / 'premise/premise_check.py', fw, portable=False) + lp = json.loads(out.strip().splitlines()[-1]) + assert lp['status'] == 'PASS_LEAVER_PREMISE' and lp['cells'] == 8 and lp['paid_profile'] == r['expected']['local_profile'], lp + + # 5. strict replay of this package's data on the new locals: T8 (verify_global.py) or, in a T16 package, verify_t16.py + gpkg = PKG + if (PKG / 'data/T8').is_dir(): # T16 package: strict T8 = research/gauge44-slots (#1018, the T8 admission code) with + import shutil # this package's frozen T8 data (data/T8 + data/SPEC-T8.json) swapped in + gpkg = work / 't8-view' + shutil.copytree(root / 'research/gauge44-slots', gpkg, ignore=shutil.ignore_patterns('__pycache__')) + for f in ('PLAN.json', 'OWNERS.json.gz'): shutil.copyfile(PKG / 'data/T8' / f, gpkg / 'data' / f) + shutil.copyfile(PKG / 'data/SPEC-T8.json', gpkg / 'data/SPEC.json') + out = run('strict', gpkg / 'verify_global.py', '--main', root, '--local', local, '--work', work / 'global', portable=False) + last = [l for l in out.splitlines() if l.startswith('PASS_GAUGE44')][-1] + assert last.split()[1] == pins['kappa_decimal'], last + kd = pins['kappa_decimal'] + res = dict(status='PASS_RANK7_ENDS_ON_CHECKED_SLOT_BASELINE', kappa_decimal=kd, strict=last, + baseline=str(bl), steps=steps) + (work / 'RESULT.json').write_text(json.dumps(res, indent=1) + '\n') + print(res['status'], kd, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/frames/FRAME-RECIPE-sw4.json b/research/gauge44-ends7-t16/construction/frames/FRAME-RECIPE-sw4.json new file mode 100644 index 0000000000..7394064c5e --- /dev/null +++ b/research/gauge44-ends7-t16/construction/frames/FRAME-RECIPE-sw4.json @@ -0,0 +1,167 @@ +{ + "input_content_sha256": "d232183f233899961bf55cac67a18545ed33548d9a7ca7078990d1a83d557c59", + "gate_frames": [ + [ + "B", + 856, + [ + 272, + 144, + 64, + 6 + ], + [ + 272, + 144, + 64, + 8, + 6, + 1 + ] + ], + [ + "B", + 860, + [ + 265, + 137, + 88, + 6 + ], + [ + 256, + 128, + 65, + 16, + 9, + 6 + ] + ], + [ + "B", + 868, + [ + 265, + 200, + 33, + 6 + ], + [ + 256, + 144, + 81, + 33, + 9, + 6 + ] + ], + [ + "B", + 873, + [ + 320, + 192, + 16, + 6 + ], + [ + 320, + 192, + 32, + 16, + 6, + 1 + ] + ], + [ + "B", + 876, + [ + 392, + 73, + 33, + 6 + ], + [ + 273, + 144, + 64, + 33, + 9, + 6 + ] + ], + [ + "B", + 953, + [ + 265, + 137, + 73, + 6 + ], + [ + 265, + 137, + 73, + 32, + 25, + 6 + ] + ], + [ + "B", + 961, + [ + 265, + 185, + 80, + 6 + ], + [ + 265, + 128, + 64, + 41, + 16, + 6 + ] + ], + [ + "B", + 965, + [ + 272, + 185, + 73, + 6 + ], + [ + 257, + 128, + 73, + 40, + 17, + 6 + ] + ] + ], + "expected": { + "output_content_sha256": "e78047028c7dcd25fb1b6216c2b53eda76d2f91292b21d43f5d1903cc13a5c6c", + "local_profile": { + "1": 2556, + "2": 334, + "3": 430, + "4": 194, + "5": 56, + "8": 8 + }, + "width_inventory": { + "4": 80, + "5": 32, + "7": 54, + "8": 122, + "9": 216 + } + } +} diff --git a/research/gauge44-ends7-t16/construction/frames/LOCAL-PINS-frames-sw4.json b/research/gauge44-ends7-t16/construction/frames/LOCAL-PINS-frames-sw4.json new file mode 100644 index 0000000000..834ae13a2f --- /dev/null +++ b/research/gauge44-ends7-t16/construction/frames/LOCAL-PINS-frames-sw4.json @@ -0,0 +1,12 @@ +{ + "word": "P6k4sw4f8", + "frame_build_controls": 3, + "frame_controls": 10, + "layer_controls": 95, + "canonical_sha256": "b0d27d99423047ce07af847734f5a86f9411038bb3b0bf721918ece1ee579325", + "program_sha256": { + "forward": "b2cf8298488cc81aeee1385d4d9ebd842efbb21abb9296fca903adb8ad50f8d0", + "backward": "6f28cf1413671d5b7c50488a1603fa8f1558da469abbbb45b6a9b66ec640712b" + }, + "clifford_recipes_sha256": "eb7569e004bd2a2937928db9db49dad949ec291f00c2d21df6af722df7cb6c9c" +} diff --git a/research/gauge44-ends7-t16/construction/frames/build_frames.py b/research/gauge44-ends7-t16/construction/frames/build_frames.py new file mode 100644 index 0000000000..22021549e6 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/frames/build_frames.py @@ -0,0 +1,63 @@ +#!/usr/bin/env python3 +"""Apply the eight pinned B-gate frame raises of FRAME-RECIPE-sw4.json (chafreaky's PR741) to the SW4 word. + +usage: build_frames.py INPUT_WORD.json.gz OUT_DIR RECIPE.json + +Standard library only. The frames are applied by BlockInvert's `../promo/build_promotion.apply` (no entrances, eight +'B' gate_frames), which checks each old frame and recomputes the local profile and widths. This builder then checks: +input sha pin; the scalar program of A, cut, B, precondition and cleanup unchanged (every field but the frame); start +and end frames unchanged; local profile and width inventory equal to the recipe's; output sha pin. Three pin controls +(input pin, wrong old frame, output pin) must be rejected at their pinned reasons on every build. +Adapted from PR741's extras/build_frames.py (chafreaky). Apache-2.0. +""" +import copy, gzip, hashlib, importlib.util, json, sys +from pathlib import Path + +HERE = Path(__file__).resolve().parent +_s = importlib.util.spec_from_file_location('promotion', HERE.parent / 'promo/build_promotion.py') +B = importlib.util.module_from_spec(_s); _s.loader.exec_module(B) + + +def construct(raw, recipe): + assert hashlib.sha256(raw).hexdigest() == recipe['input_content_sha256'], 'input word pin' + w = json.loads(raw) + assert len(recipe['gate_frames']) == 8 and all(c[0] == 'B' for c in recipe['gate_frames']), 'eight B frames' + out = B.apply(w, dict(entrances={}, gate_frames=recipe['gate_frames'])) + for section in ('A', 'cut', 'B', 'precondition', 'cleanup'): + assert [e[:-1] for e in w[section]] == [e[:-1] for e in out[section]], 'scalar program unchanged' + assert out['start_extra'] == w['start_extra'] and out['helper_final'] == w['helper_final'], 'endpoint frames unchanged' + assert out['report']['local_profile'] == recipe['expected']['local_profile'] and \ + out['report']['width_inventory'] == recipe['expected']['width_inventory'], 'profile and width pins' + data = json.dumps(out, sort_keys=True, separators=(',', ':')).encode() + assert hashlib.sha256(data).hexdigest() == recipe['expected']['output_content_sha256'], 'output word pin' + return data + + +def main(): + assert __debug__, 'Assertions are required' + inp, outd, rfile = map(Path, sys.argv[1:4]) + raw = gzip.decompress(inp.read_bytes()); recipe = json.loads(rfile.read_text()) + data = construct(raw, recipe) + rejected = [] + for name, change, reason in [ + ('input-pin', lambda r: r.__setitem__('input_content_sha256', '0' * 64), 'input word pin'), + ('old-frame', lambda r: r['gate_frames'][0].__setitem__(2, []), 'gate frame mismatch'), + ('output-pin', lambda r: r['expected'].__setitem__('output_content_sha256', '0' * 64), 'output word pin')]: + r = copy.deepcopy(recipe); change(r) + try: + construct(raw, r) + except AssertionError as e: + assert reason in str(e), (name, str(e)); rejected.append(dict(name=name, reason=reason)) + else: + raise AssertionError('accepted ' + name) + outd.mkdir(parents=True) + (outd / 'FULL-WORD.json.gz').write_bytes(gzip.compress(data, mtime=0)) + (outd / 'BUILD.json').write_text(json.dumps(dict( + status='PASS_EIGHT_FRAME_EXACT_CONSTRUCTION', input_sha256=hashlib.sha256(raw).hexdigest(), + output_sha256=hashlib.sha256(data).hexdigest(), scalar_program_unchanged=True, frames=8, + rejected_controls=rejected), indent=2) + '\n') + print('PASS eight B frames and three pin controls') + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/frames/frame_controls.py b/research/gauge44-ends7-t16/construction/frames/frame_controls.py new file mode 100644 index 0000000000..cd951a9f0e --- /dev/null +++ b/research/gauge44-ends7-t16/construction/frames/frame_controls.py @@ -0,0 +1,45 @@ +#!/usr/bin/env python3 +"""Focused native controls for the eight B-frame raises (PR741's extras/frame_controls.py, ported). + +usage: frame_controls.py WORD.json.gz ROUTING.json.gz OUT.json RECIPE.json (env PR635_CODE = PR635's code/ directory) + +The positive word must pass PR635's unchanged native audit `hpe_audit_and_transport.run`. Ten mutants must be rejected +at their pinned reasons: each of the eight raised gates with its frame emptied ('nonmonotone'), a doubled read +coefficient on the first raised gate ('arbitrary-dirt endpoint') and a tampered paid profile ('paid local profile +differs'). Apache-2.0; adapted from chafreaky's PR741. +""" +import copy, gzip, importlib.util, json, os, sys, tempfile, time +from pathlib import Path + +_s = importlib.util.spec_from_file_location('audit', Path(os.environ['PR635_CODE']) / 'hpe_audit_and_transport.py') +A = importlib.util.module_from_spec(_s); _s.loader.exec_module(A) + + +def main(): + assert __debug__, 'Assertions are required' + word, routing, out, rfile = map(Path, sys.argv[1:5]) + w = json.loads(gzip.decompress(word.read_bytes())); recipe = json.loads(rfile.read_text()) + + def trial(z): + with tempfile.TemporaryDirectory() as td: + d = Path(td); f = d / 'word.json.gz'; f.write_bytes(gzip.compress(json.dumps(z).encode(), mtime=0)) + try: + A.run(f, routing, d / 'native'); return None + except AssertionError as e: + return str(e) + + start = time.monotonic(); assert trial(w) is None, 'positive word rejected'; records = [] + for section, i, old, new in recipe['gate_frames']: + z = copy.deepcopy(w); z[section][i][-1] = []; error = trial(z) + assert error and 'nonmonotone' in error, (i, error); records.append(dict(name='frame-%d-emptied' % i, rejected=error)) + z = copy.deepcopy(w); i = recipe['gate_frames'][0][1]; z['B'][i][3] *= 2; error = trial(z) + assert error and 'arbitrary-dirt endpoint' in error, error; records.append(dict(name='changed-read-coefficient', rejected=error)) + z = copy.deepcopy(w); z['report']['local_profile']['1'] += 1; error = trial(z) + assert error and 'paid local profile differs' in error, error; records.append(dict(name='paid-profile-tampering', rejected=error)) + out.write_text(json.dumps(dict(status='PASS_FOCUSED_EIGHT_FRAME_NATIVE_CONTROLS', positive=1, rejected=records, + seconds=time.monotonic() - start), indent=2) + '\n') + print('PASS', len(records), 'mutations', flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/frames/reproduce_frames.py b/research/gauge44-ends7-t16/construction/frames/reproduce_frames.py new file mode 100644 index 0000000000..eaf9b47cac --- /dev/null +++ b/research/gauge44-ends7-t16/construction/frames/reproduce_frames.py @@ -0,0 +1,89 @@ +#!/usr/bin/env python3 +"""Rebuild the SW4F8 word (eight B-gate frame raises on the SW4 word, chafreaky's PR741 recipe) and its native locals. + +Input: a fresh `construction/sw4/reproduce_sw4.py --recipe P6k4` output directory; its SW4 word (d232183f...) is pinned +there and by FRAME-RECIPE-.json. Steps, each checked exactly: + 1. frames: build_frames.py (standard library only) applies the eight 'B' gate_frames with BlockInvert's + build_promotion.apply. Scalar program, start and end frames unchanged; profile, widths and output sha pinned; + three pin controls must be rejected (count pinned). + 2. frame-controls: frame_controls.py, PR741's ten focused mutants judged by PR635's unchanged native audit. + 3. layer-end-controls: ../layers_p6n/layer_end_controls.py (per-end variant) on the SW4F8 word; count pinned. + 4. native, ledgers, local-replay, wrappers, phases: PR635's native local programs, with the canonical word, local + programs and Clifford recipes pinned (LOCAL-PINS-frames-.json). +Apache-2.0. +""" +import argparse, gzip, hashlib, json, os, subprocess, sys, time +from pathlib import Path + +HERE = Path(__file__).resolve().parent +P6 = HERE.parent / 'layers_p6n' + + +def read(p): + raw = Path(p).read_bytes() + return json.loads(gzip.decompress(raw) if str(p).endswith('.gz') else raw) + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True) + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--sw4-dir', type=Path, required=True, help='construction/sw4/reproduce_sw4.py output') + ap.add_argument('--out', type=Path, required=True) + ap.add_argument('--recipe', default='sw4', help='FRAME-RECIPE-.json and LOCAL-PINS-frames-.json') + ap.add_argument('--skip-phases', action='store_true') + a = ap.parse_args() + out = a.out.resolve(); assert not out.exists(); out.mkdir(parents=True) + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = a.main.resolve() / 'research/complex-k492-owner-repair/vendor/multicold' + base = src / 'vendor/pr558'; parent = base / 'vendor/pr552' + rfile = HERE / ('FRAME-RECIPE-%s.json' % a.recipe); rec = read(rfile); pins = read(HERE / ('LOCAL-PINS-frames-%s.json' % a.recipe)) + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src)) + for k in ('PYTHONOPTIMIZE', 'XPARAM', 'EXTRAH', 'PAIRING_RANKS', 'DIAG', 'HYBBUDGET', 'PR635_CODE'): env.pop(k, None) + steps = [] + + def run(label, script, *args, portable=True): + t = time.monotonic() + cmd = [sys.executable, '-B'] + ([str(src / 'code/run_portable.py')] if portable else []) + [str(script), *map(str, args)] + with (out / (label + '.log')).open('w') as f: + rc = subprocess.call(cmd, env=env, stdout=f, stderr=subprocess.STDOUT) + steps.append(dict(step=label, exit_code=rc, seconds=round(time.monotonic() - t, 3))) + (out / 'STEPS.json').write_text(json.dumps(steps, indent=2) + '\n') + assert rc == 0, label + print('PASS', label, flush=True) + + inp = a.sw4_dir.resolve() / 'sw4/FULL-WORD.json.gz' + assert hashlib.sha256(gzip.decompress(inp.read_bytes())).hexdigest() == rec['input_content_sha256'], 'input must be the pinned SW4 word' + run('frames', HERE / 'build_frames.py', inp, out / 'frames', rfile, portable=False) + b = read(out / 'frames/BUILD.json') + assert b['status'] == 'PASS_EIGHT_FRAME_EXACT_CONSTRUCTION' and len(b['rejected_controls']) == pins['frame_build_controls'], b + word = out / 'frames/FULL-WORD.json.gz' + assert hashlib.sha256(gzip.decompress(word.read_bytes())).hexdigest() == rec['expected']['output_content_sha256'] + routing = parent / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz' + env['PR635_CODE'] = str(up / 'code') + run('frame-controls', HERE / 'frame_controls.py', word, routing, out / 'FRAME-CONTROLS.json', rfile, portable=False) + fc = read(out / 'FRAME-CONTROLS.json') + assert fc['status'] == 'PASS_FOCUSED_EIGHT_FRAME_NATIVE_CONTROLS' and len(fc['rejected']) == pins['frame_controls'], len(fc['rejected']) + run('layer-end-controls', P6 / 'layer_end_controls.py', word, routing, out / 'controls') + env.pop('PR635_CODE') + ctl = read(out / 'controls/COLD-END-CONTROLS.json') + assert ctl['status'] == 'PASS_COLD_END_RAW_WORD_CONTROLS' and len(ctl['rejected']) == pins['layer_controls'], len(ctl['rejected']) + local = out / 'local' + run('native', up / 'code/hpe_audit_and_transport.py', '--raw', word, '--routing', routing, '--out', local) + assert hashlib.sha256(gzip.decompress((local / 'CANONICAL-WORD.json.gz').read_bytes())).hexdigest() == pins['canonical_sha256'], 'canonical word' + run('ledgers', up / 'code/hpe_emit_local.py', local) + run('local-replay', up / 'code/hpe_audit_local.py', local) + run('wrappers', up / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', + local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + checks = read(local / 'LOCAL-CHECKS.json') + for o, s in pins['program_sha256'].items(): assert checks[o]['sha256'] == s, ('local program', o) + if not a.skip_phases: + run('phases', base / 'code/phases_full.py', local, parent / 'complex-global/vendor531/vendor/clifford') + assert hashlib.sha256((local / 'CLIFFORD-RECIPES.json').read_bytes()).hexdigest() == pins['clifford_recipes_sha256'], 'clifford recipes' + print('DONE', local, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/jx/LOCAL-PINS-jx-X4.json b/research/gauge44-ends7-t16/construction/jx/LOCAL-PINS-jx-X4.json new file mode 100644 index 0000000000..417e4ba7a1 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/jx/LOCAL-PINS-jx-X4.json @@ -0,0 +1,11 @@ +{ + "word": "X4", + "jx_controls": 7, + "layer_controls": 95, + "canonical_sha256": "1c0e9da767d4418f70016af599e4a447a3f7777acabe930318459c0fbbd260aa", + "program_sha256": { + "forward": "076a2d428f97abb30473df05110998efbe5ac809885bae4ceb1b8bd81329a1e6", + "backward": "7915679ee305927463d19725360cc15132dd21ede18897d09a935dca1df0d55d" + }, + "clifford_recipes_sha256": "20dddfce0ded7e41dc507939df7297bd98aec1286e05d7dbf18000d57e69a0b7" +} diff --git a/research/gauge44-ends7-t16/construction/jx/RECIPE-X4.json b/research/gauge44-ends7-t16/construction/jx/RECIPE-X4.json new file mode 100644 index 0000000000..30f7fa5948 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/jx/RECIPE-X4.json @@ -0,0 +1,1412 @@ +{ + "input_content_sha256": "d232183f233899961bf55cac67a18545ed33548d9a7ca7078990d1a83d557c59", + "input_word": "P6k4sw4 (BRoute w/P6k4sw4, d232183f)", + "frames_741_source": { + "pr": 741, + "commit": "e516b146", + "recipe": "scratch/WasteAttack/FRAME-RECIPE-741.json", + "frames_only_output_sha": "e78047028c7dcd25fb1b6216c2b53eda76d2f91292b21d43f5d1903cc13a5c6c" + }, + "frames_741": [ + [ + 856, + [ + 272, + 144, + 64, + 8, + 6, + 1 + ] + ], + [ + 860, + [ + 256, + 128, + 65, + 16, + 9, + 6 + ] + ], + [ + 868, + [ + 256, + 144, + 81, + 33, + 9, + 6 + ] + ], + [ + 873, + [ + 320, + 192, + 32, + 16, + 6, + 1 + ] + ], + [ + 876, + [ + 273, + 144, + 64, + 33, + 9, + 6 + ] + ], + [ + 953, + [ + 265, + 137, + 73, + 32, + 25, + 6 + ] + ], + [ + 961, + [ + 265, + 128, + 64, + 41, + 16, + 6 + ] + ], + [ + 965, + [ + 257, + 128, + 73, + 40, + 17, + 6 + ] + ] + ], + "raises": [ + [ + 855, + [ + 280, + 128, + 64, + 40, + 6, + 1 + ] + ], + [ + 859, + [ + 256, + 129, + 65, + 40, + 25, + 6 + ] + ], + [ + 862, + [ + 280, + 144, + 80, + 56, + 6, + 1 + ] + ], + [ + 863, + [ + 272, + 136, + 80, + 56, + 6, + 1 + ] + ], + [ + 867, + [ + 256, + 136, + 64, + 41, + 16, + 6 + ] + ], + [ + 870, + [ + 256, + 200, + 40, + 16, + 6, + 1 + ] + ], + [ + 875, + [ + 272, + 144, + 80, + 49, + 8, + 6 + ] + ], + [ + 942, + [ + 256, + 136, + 72, + 33, + 25, + 6 + ] + ], + [ + 943, + [ + 320, + 193, + 33, + 16, + 9, + 6 + ] + ], + [ + 946, + [ + 256, + 129, + 64, + 41, + 16, + 6 + ] + ], + [ + 947, + [ + 273, + 128, + 81, + 33, + 9, + 6 + ] + ], + [ + 950, + [ + 257, + 193, + 33, + 16, + 9, + 6 + ] + ], + [ + 954, + [ + 272, + 129, + 80, + 49, + 8, + 6 + ] + ], + [ + 955, + [ + 256, + 128, + 64, + 33, + 17, + 6 + ] + ], + [ + 958, + [ + 257, + 128, + 81, + 33, + 9, + 6 + ] + ], + [ + 962, + [ + 273, + 128, + 64, + 33, + 8, + 6 + ] + ] + ], + "edits": { + "replace": [ + { + "h": 448, + "i": 862, + "old": [ + "add", + 140, + 448, + -1, + 2 + ], + "new": [ + "add", + 140, + 235, + -1, + 2 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 448, + "i": 1207, + "old": [ + "add", + 133, + 448, + -1, + 2 + ], + "new": [ + "add", + 133, + 235, + -1, + 2 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 448, + "i": 870, + "old": [ + "add", + 132, + 235, + -1, + 2 + ], + "new": [ + "add", + 132, + 448, + -1, + 2 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 448, + "i": 1199, + "old": [ + "add", + 141, + 235, + -1, + 2 + ], + "new": [ + "add", + 141, + 448, + -1, + 2 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 472, + "i": 855, + "old": [ + "add", + 173, + 472, + -1, + 2 + ], + "new": [ + "add", + 173, + 267, + -1, + 2 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 472, + "i": 1198, + "old": [ + "add", + 140, + 472, + -1, + 2 + ], + "new": [ + "add", + 140, + 267, + -1, + 2 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 472, + "i": 863, + "old": [ + "add", + 141, + 267, + -1, + 2 + ], + "new": [ + "add", + 141, + 472, + -1, + 2 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 472, + "i": 1190, + "old": [ + "add", + 172, + 267, + -1, + 2 + ], + "new": [ + "add", + 172, + 472, + -1, + 2 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 458, + "i": 942, + "old": [ + "add", + 204, + 458, + 1, + 1 + ], + "new": [ + "add", + 204, + 58, + 1, + 1 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 458, + "i": 1287, + "old": [ + "add", + 197, + 458, + 1, + 1 + ], + "new": [ + "add", + 197, + 58, + 1, + 1 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 458, + "i": 950, + "old": [ + "add", + 196, + 58, + 1, + 1 + ], + "new": [ + "add", + 196, + 458, + 1, + 1 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 458, + "i": 1279, + "old": [ + "add", + 205, + 58, + 1, + 1 + ], + "new": [ + "add", + 205, + 458, + 1, + 1 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 592, + "i": 859, + "old": [ + "add", + 174, + 592, + -1, + 2 + ], + "new": [ + "add", + 174, + 427, + -1, + 2 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 592, + "i": 1278, + "old": [ + "add", + 204, + 592, + -1, + 2 + ], + "new": [ + "add", + 204, + 427, + -1, + 2 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 592, + "i": 943, + "old": [ + "add", + 205, + 427, + -1, + 2 + ], + "new": [ + "add", + 205, + 592, + -1, + 2 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 592, + "i": 1194, + "old": [ + "add", + 170, + 427, + -1, + 2 + ], + "new": [ + "add", + 170, + 592, + -1, + 2 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 470, + "i": 946, + "old": [ + "add", + 202, + 470, + 1, + 1 + ], + "new": [ + "add", + 202, + 26, + 1, + 1 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 470, + "i": 1295, + "old": [ + "add", + 165, + 470, + 1, + 1 + ], + "new": [ + "add", + 165, + 26, + 1, + 1 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 470, + "i": 958, + "old": [ + "add", + 164, + 26, + 1, + 1 + ], + "new": [ + "add", + 164, + 470, + 1, + 1 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 470, + "i": 1283, + "old": [ + "add", + 206, + 26, + 1, + 1 + ], + "new": [ + "add", + 206, + 470, + 1, + 1 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 604, + "i": 867, + "old": [ + "add", + 142, + 604, + -1, + 2 + ], + "new": [ + "add", + 142, + 443, + -1, + 2 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 604, + "i": 1282, + "old": [ + "add", + 202, + 604, + -1, + 2 + ], + "new": [ + "add", + 202, + 443, + -1, + 2 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 604, + "i": 947, + "old": [ + "add", + 206, + 443, + -1, + 2 + ], + "new": [ + "add", + 206, + 604, + -1, + 2 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 604, + "i": 1202, + "old": [ + "add", + 138, + 443, + -1, + 2 + ], + "new": [ + "add", + 138, + 604, + -1, + 2 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 482, + "i": 954, + "old": [ + "add", + 194, + 482, + 1, + 1 + ], + "new": [ + "add", + 194, + 18, + 1, + 1 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 482, + "i": 1299, + "old": [ + "add", + 166, + 482, + 1, + 1 + ], + "new": [ + "add", + 166, + 18, + 1, + 1 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 482, + "i": 962, + "old": [ + "add", + 162, + 18, + 1, + 1 + ], + "new": [ + "add", + 162, + 482, + 1, + 1 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 482, + "i": 1291, + "old": [ + "add", + 198, + 18, + 1, + 1 + ], + "new": [ + "add", + 198, + 482, + 1, + 1 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 614, + "i": 875, + "old": [ + "add", + 134, + 614, + 1, + 1 + ], + "new": [ + "add", + 134, + 50, + 1, + 1 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 614, + "i": 1290, + "old": [ + "add", + 194, + 614, + 1, + 1 + ], + "new": [ + "add", + 194, + 50, + 1, + 1 + ], + "why": "h2r: read of h -> read of r" + }, + { + "h": 614, + "i": 955, + "old": [ + "add", + 198, + 50, + 1, + 1 + ], + "new": [ + "add", + 198, + 614, + 1, + 1 + ], + "why": "r2h: read of r -> read of h" + }, + { + "h": 614, + "i": 1210, + "old": [ + "add", + 130, + 50, + 1, + 1 + ], + "new": [ + "add", + 130, + 614, + 1, + 1 + ], + "why": "r2h: read of r -> read of h" + } + ], + "delete": [ + { + "h": 448, + "i": 1, + "old": [ + "add", + 140, + 448, + 1, + 2 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 448, + "i": 0, + "old": [ + "add", + 133, + 448, + 1, + 2 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 472, + "i": 33, + "old": [ + "add", + 173, + 472, + 1, + 2 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 472, + "i": 32, + "old": [ + "add", + 140, + 472, + 1, + 2 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 458, + "i": 21, + "old": [ + "add", + 204, + 458, + -1, + 1 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 458, + "i": 20, + "old": [ + "add", + 197, + 458, + -1, + 1 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 592, + "i": 64, + "old": [ + "add", + 174, + 592, + 1, + 2 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 592, + "i": 65, + "old": [ + "add", + 204, + 592, + 1, + 2 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 470, + "i": 29, + "old": [ + "add", + 202, + 470, + -1, + 1 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 470, + "i": 28, + "old": [ + "add", + 165, + 470, + -1, + 1 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 604, + "i": 72, + "old": [ + "add", + 142, + 604, + 1, + 2 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 604, + "i": 73, + "old": [ + "add", + 202, + 604, + 1, + 2 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 482, + "i": 37, + "old": [ + "add", + 194, + 482, + -1, + 1 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 482, + "i": 36, + "old": [ + "add", + 166, + 482, + -1, + 1 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 614, + "i": 95, + "old": [ + "add", + 134, + 614, + -1, + 1 + ], + "why": "h2r: delete t pre-read of h" + }, + { + "h": 614, + "i": 96, + "old": [ + "add", + 194, + 614, + -1, + 1 + ], + "why": "h2r: delete t pre-read of h" + } + ], + "insert": [ + { + "h": 448, + "before": 2, + "gate": [ + "add", + 132, + 448, + 1, + 2 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 448, + "before": 2, + "gate": [ + "add", + 141, + 448, + 1, + 2 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 472, + "before": 34, + "gate": [ + "add", + 141, + 472, + 1, + 2 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 472, + "before": 34, + "gate": [ + "add", + 172, + 472, + 1, + 2 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 458, + "before": 22, + "gate": [ + "add", + 196, + 458, + -1, + 1 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 458, + "before": 22, + "gate": [ + "add", + 205, + 458, + -1, + 1 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 592, + "before": 66, + "gate": [ + "add", + 205, + 592, + 1, + 2 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 592, + "before": 66, + "gate": [ + "add", + 170, + 592, + 1, + 2 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 470, + "before": 30, + "gate": [ + "add", + 164, + 470, + -1, + 1 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 470, + "before": 30, + "gate": [ + "add", + 206, + 470, + -1, + 1 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 604, + "before": 74, + "gate": [ + "add", + 206, + 604, + 1, + 2 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 604, + "before": 74, + "gate": [ + "add", + 138, + 604, + 1, + 2 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 482, + "before": 38, + "gate": [ + "add", + 162, + 482, + -1, + 1 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 482, + "before": 38, + "gate": [ + "add", + 198, + 482, + -1, + 1 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 614, + "before": 97, + "gate": [ + "add", + 198, + 614, + -1, + 1 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + }, + { + "h": 614, + "before": 97, + "gate": [ + "add", + 130, + 614, + -1, + 1 + ], + "why": "r2h: pre-read of h (h = E_h) after h last pre-read" + } + ] + }, + "pairs": { + "448": 235, + "458": 58, + "470": 26, + "472": 267, + "482": 18, + "592": 427, + "604": 443, + "614": 50 + }, + "expected": { + "output_content_sha256": "1e1d99ba7aab877d6b573c41f7030ee73de9a52fee51d0a822ddaae71251999f", + "local_profile": { + "1": 2548, + "2": 338, + "3": 430, + "4": 194, + "5": 56, + "8": 8 + } + }, + "controls": { + "C0_identity": { + "mutation": { + "kind": "empty" + }, + "expected_sha": "d232183f233899961bf55cac67a18545ed33548d9a7ca7078990d1a83d557c59", + "local_profile": { + "1": 2548, + "2": 342, + "3": 438, + "4": 186, + "5": 56, + "8": 8 + } + }, + "C1_741_only": { + "mutation": { + "kind": "only_edits_of", + "h": [], + "raises": [] + }, + "expected_sha": "e78047028c7dcd25fb1b6216c2b53eda76d2f91292b21d43f5d1903cc13a5c6c", + "local_profile": { + "1": 2556, + "2": 334, + "3": 430, + "4": 194, + "5": 56, + "8": 8 + } + }, + "M1_one_pair_448": { + "mutation": { + "kind": "only_edits_of", + "h": [ + 448 + ], + "raises": [ + 862, + 870 + ] + }, + "expected_sha": "5fb6fb2e5e63d18b865535c1dbd3dbaddab530c39429a4b09f11ac96723257c9", + "local_profile": { + "1": 2556, + "2": 334, + "3": 430, + "4": 194, + "5": 56, + "8": 8 + } + }, + "N1_drop_preread": { + "mutation": { + "kind": "drop_insert", + "k": 0 + }, + "rejection_expected": [ + "exactness rows", + [ + 132, + 135 + ] + ] + }, + "N2_wrong_sign_preread": { + "mutation": { + "kind": "flip_insert_sign", + "k": 0 + }, + "rejection_expected": [ + "exactness rows", + [ + 132, + 135 + ] + ] + }, + "N3_plain_join_moved_reads": { + "mutation": { + "kind": "drop_raises" + }, + "expected_sha": "7241cd59dd0376e0b2e1b5ba8403c5423d247ddd7cbcc2f02bdc353752806f30", + "local_profile": { + "1": 2532, + "2": 378, + "3": 430, + "4": 178, + "5": 56, + "8": 8 + } + }, + "N4_raise_dim7_at_855": { + "mutation": { + "kind": "frame", + "i": 855, + "frame": [ + 280, + 128, + 64, + 40, + 4, + 2, + 1 + ] + }, + "rejection_expected": [ + "cap", + 1302, + 174 + ] + } + } +} \ No newline at end of file diff --git a/research/gauge44-ends7-t16/construction/jx/build_jx.py b/research/gauge44-ends7-t16/construction/jx/build_jx.py new file mode 100644 index 0000000000..f8d74a6324 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/jx/build_jx.py @@ -0,0 +1,167 @@ +#!/usr/bin/env python3 +"""build_jx.py --input WORD --recipe RECIPE.json --out OUT.json.gz [--control NAME] [--no-pin] + +Stdlib-only builder: joint read-set exchange (copy pairs, BRoute sw4 rule) + explicit B frame raises on P6k4sw4. +Steps: + 1. input content sha256 must equal recipe.input_content_sha256. + 2. explicit B edits: replace (old gate asserted), delete (old gate asserted), insert (before an original index). + 3. frames: replaced/inserted gates take the plain join of their operands' current frames; gates listed in + frames_741 / raises take base = the listed frame and the resulting frame must EQUAL it (explicit frames); + every other gate keeps span(stored frame + operand frames) (monotone repair). Early cleanup likewise. + 4. legality: target frames inside u_t^perp at every gate; tails inside helper_final; every end frame contains the + final frame; the explicit frame must contain the join (enforced by equality in 3). + 5. exactness: the rational linear map of the whole B segment is identical to the input's (Fraction replay). + 6. paid profile recomputed (A + centre levels + B + tails + ends) and written to report.local_profile. +Output: canonical json (sort_keys, compact) gzip mtime=0. Exit 0 and prints output sha; exit 2 with the first +rejection (site) on failure. --control applies a named mutation from recipe.controls (expected to be rejected +or to give a pinned sha).""" +import argparse, gzip, json, hashlib, sys, copy +from fractions import Fraction as Fr +from collections import Counter + +V, H = 112, 9 + +def basis(vs): + piv = {} + for a in vs: + while a: + b = a.bit_length() - 1 + if b in piv: a ^= piv[b] + else: piv[b] = a; break + for k in sorted(piv): + for j in sorted(piv): + if j > k and (piv[j] >> k) & 1: piv[j] ^= piv[k] + return tuple(piv[k] for k in sorted(piv, reverse=True)) + +def contained(a, b): return basis(list(a) + list(b)) == tuple(b) +def registers(e): return e[1:3] if e[0] == 'add' else e[1:2] +def hyper(p): return basis([x for x in range(1, 1 << H) if (x & p).bit_count() % 2 == 0]) +FULL = basis([1 << i for i in range(H)]) +def csha(w): return hashlib.sha256(json.dumps(w, sort_keys=True, separators=(',', ':')).encode()).hexdigest() + +class Reject(Exception): pass + +def symstate(gs): + rows = {} + for e in gs: + for q in registers(e): rows.setdefault(q, {q: Fr(1)}) + if e[0] == 'add': + t, s = e[1], e[2]; c = Fr(e[3], e[4]); d = rows[t] + for k, x in list(rows[s].items()): + a = d.get(k, 0) + c * x + if a: d[k] = a + else: d.pop(k, None) + else: + t = e[1]; c = Fr(e[2], e[3]); rows[t] = {k: c * x for k, x in rows[t].items()} + return rows + +def build(w, rc, control=None): + w = copy.deepcopy(w); B0 = w['B'] + edits = copy.deepcopy(rc['edits']); explicit = {int(i): f for i, f in rc['frames_741']} + for i, f in rc['raises']: + if int(i) in explicit: raise Reject(('duplicate frame', i)) + explicit[int(i)] = f + if control: + c = rc['controls'][control]['mutation'] + if c['kind'] == 'drop_insert': edits['insert'] = [x for k, x in enumerate(edits['insert']) if k != c['k']] + elif c['kind'] == 'flip_insert_sign': edits['insert'][c['k']]['gate'][3] *= -1 + elif c['kind'] == 'frame': explicit[c['i']] = c['frame'] + elif c['kind'] == 'drop_edits': edits = dict(replace=[], delete=[], insert=[]) + elif c['kind'] == 'drop_raises': explicit = {int(i): f for i, f in rc['frames_741']} + elif c['kind'] == 'only_edits_of': + hs = set(c['h']) + edits = {k: [x for x in v if x['h'] in hs] for k, v in edits.items()} + explicit = {i: f for i, f in explicit.items() if i in {int(j) for j, _ in rc['frames_741']} or i in set(c['raises'])} + elif c['kind'] == 'empty': edits = dict(replace=[], delete=[], insert=[]); explicit = {} + else: raise SystemExit('unknown control') + B = [list(e) for e in B0]; tag = set(); dele = set(); ins = {} + for x in edits['replace']: + i = x['i'] + if B[i][:-1] != x['old']: raise Reject(('replace old mismatch', i)) + B[i] = list(x['new']) + [B[i][-1]]; tag.add(i) + for x in edits['delete']: + i = x['i'] + if B[i][:-1] != x['old']: raise Reject(('delete old mismatch', i)) + dele.add(i) + for x in edits['insert']: ins.setdefault(x['before'], []).append(list(x['gate']) + [None]) + NB, nt, key = [], set(), [] + for i, e in enumerate(B): + for g in ins.get(i, []): nt.add(len(NB)); NB.append(g); key.append(None) + if i in dele: continue + if i in tag: nt.add(len(NB)) + NB.append(e); key.append(i) + # frames + paid + R = w['report']['R']; n = 2 * V + R + END = [FULL] * V + [hyper(p) for p in w['ports']] + [FULL] * R + for q, U in w['helper_final'].items(): END[int(q)] = basis(U) + cur = [(p,) for p in w['ports']] + [()] * (V + R) + for q, U in w['start_extra'].items(): cur[int(q)] = basis(U) + paid = Counter() + for e in w['A']: + for q in registers(e): + U = basis(e[-1]); d = len(U) - len(cur[q]) + if d: paid[d] += 1 + cur[q] = U + lev = {int(t): basis(U) for t, U in w.get('target_levels', {}).items()} + for q, U in zip(w['centers'], w['center_frames']): + U = basis(U); served = {lev.get(e[1] - V, ()) for e in w['cut'] if e[2] == q} + for T in sorted(served, key=lambda x: -len(x)): + if T != U: paid[len(U) - len(T)] += 1 + U = T + used = set() + for j, e in enumerate(NB): + rs = registers(e); k = key[j] + if k is not None and k in explicit: base = list(explicit[k]); used.add(k) + elif j in nt or e[-1] is None: base = [] + else: base = list(e[-1]) + F = basis(base + [x for q in rs for x in cur[q]]) + if k is not None and k in explicit and F != basis(explicit[k]): raise Reject(('explicit frame below join', k)) + for q in rs: + if V <= q < 2 * V and not contained(F, END[q]): raise Reject(('cap', j, q)) + d = len(F) - len(cur[q]) + if d: paid[d] += 1 + cur[q] = F + NB[j] = list(e[:-1]) + [list(F)] + if used != set(explicit): raise Reject(('unused explicit frame', sorted(set(explicit) - used))) + newearly = [] + for i, U in w['early_cleanup']: + rs = registers(w['cleanup'][i]); F = basis(list(U) + [x for q in rs for x in cur[q]]) + for q in rs: + if w['helper_final'].get(str(q)) is not None and not contained(F, END[q]): raise Reject(('tailend', i, q)) + d = len(F) - len(cur[q]) + if d: paid[d] += 1 + cur[q] = F + newearly.append([i, list(F)]) + for q in range(n): + if not contained(cur[q], END[q]): raise Reject(('end', q)) + d = len(END[q]) - len(cur[q]) + if d: paid[d] += 1 + # exactness of the B segment + a, b = symstate([e[:-1] for e in B0]), symstate([e[:-1] for e in NB]) + bad = sorted(q for q in set(a) | set(b) if a.get(q, {q: Fr(1)}) != b.get(q, {q: Fr(1)})) + if bad: raise Reject(('exactness rows', bad)) + w['B'] = NB; w['early_cleanup'] = newearly + w['report'] = dict(w['report']); w['report']['local_profile'] = {str(k): v for k, v in sorted(paid.items())} + return w + +def main(): + ap = argparse.ArgumentParser(); ap.add_argument('--input', required=True); ap.add_argument('--recipe', required=True) + ap.add_argument('--out'); ap.add_argument('--control'); ap.add_argument('--no-pin', action='store_true') + a = ap.parse_args() + w = json.loads(gzip.decompress(open(a.input, 'rb').read())); rc = json.load(open(a.recipe)) + if csha(w) != rc['input_content_sha256']: print('REJECT input pin'); sys.exit(2) + pin = rc['controls'][a.control].get('rejection_expected') if a.control else None + try: o = build(w, rc, a.control) + except Reject as r: + got = json.loads(json.dumps(r.args[0])); print('REJECT', json.dumps(got)) + if pin is not None: + print('CONTROL', 'PINNED' if got == pin else 'PIN MISMATCH %s' % json.dumps(pin)); sys.exit(0 if got == pin else 4) + sys.exit(2) + if pin is not None and not a.no_pin: print('CONTROL NOT REJECTED, pinned', json.dumps(pin)); sys.exit(4) + s = csha(o) + exp = rc['controls'][a.control].get('expected_sha') if a.control else rc['expected']['output_content_sha256'] + print('OK', s, o['report']['local_profile']) + if a.out: open(a.out, 'wb').write(gzip.compress(json.dumps(o, sort_keys=True, separators=(',', ':')).encode(), mtime=0)) + if not a.no_pin and exp and s != exp: print('REJECT output pin', exp); sys.exit(3) + +if __name__ == '__main__': main() diff --git a/research/gauge44-ends7-t16/construction/jx/reproduce_jx.py b/research/gauge44-ends7-t16/construction/jx/reproduce_jx.py new file mode 100644 index 0000000000..6829a1b25d --- /dev/null +++ b/research/gauge44-ends7-t16/construction/jx/reproduce_jx.py @@ -0,0 +1,99 @@ +#!/usr/bin/env python3 +"""Rebuild the X4 word (JointXF: joint read-set exchange on four further copy-pair instances plus explicit B frame +raises, including chafreaky's PR741 eight frames) and its native locals. + +Input: a fresh `construction/sw4/reproduce_sw4.py --recipe P6k4` output directory; its SW4 word (d232183f...) is pinned +there and by RECIPE-X4.json. Steps, each checked exactly: + 1. jx: build_jx.py (standard library only; JointXF) applies the recipe's explicit B edits (replace / delete / insert, + each old gate asserted), the PR741 frames and the explicit raises, repairs all other frames monotonically, checks + target frames inside u_t^perp, tails and ends, and the exactness of the whole B segment (rational replay), and + pins the output sha. + 2. jx-controls: every control in the recipe is rebuilt and must reproduce its pinned outcome exactly: a pinned + rejection site (exit 0 with CONTROL PINNED) or a pinned output sha. C1_741_only must reproduce PR741's word + e78047028c... (the construction/frames step's output); C0_identity reproduces the input. + 3. layer-end-controls: ../layers_p6n/layer_end_controls.py (per-end variant) on the X4 word; count pinned. + 4. native, ledgers, local-replay, wrappers, phases: PR635's native local programs; canonical word, local programs + and Clifford recipes pinned (LOCAL-PINS-jx-X4.json). +Apache-2.0. Driver by ColdWitness around JointXF's builder. +""" +import argparse, gzip, hashlib, json, os, subprocess, sys, time +from pathlib import Path + +HERE = Path(__file__).resolve().parent +P6 = HERE.parent / 'layers_p6n' + + +def read(p): + raw = Path(p).read_bytes() + return json.loads(gzip.decompress(raw) if str(p).endswith('.gz') else raw) + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True) + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--sw4-dir', type=Path, required=True, help='construction/sw4/reproduce_sw4.py output') + ap.add_argument('--recipe', default='X4', help='RECIPE-.json and LOCAL-PINS-jx-.json') + ap.add_argument('--out', type=Path, required=True) + ap.add_argument('--skip-phases', action='store_true') + a = ap.parse_args() + out = a.out.resolve(); assert not out.exists(); out.mkdir(parents=True) + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = a.main.resolve() / 'research/complex-k492-owner-repair/vendor/multicold' + base = src / 'vendor/pr558'; parent = base / 'vendor/pr552' + rfile = HERE / ('RECIPE-%s.json' % a.recipe); rec = read(rfile); pins = read(HERE / ('LOCAL-PINS-jx-%s.json' % a.recipe)) + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src)) + for k in ('PYTHONOPTIMIZE', 'XPARAM', 'EXTRAH', 'PAIRING_RANKS', 'DIAG', 'HYBBUDGET', 'PR635_CODE'): env.pop(k, None) + steps = [] + + def run(label, script, *args, portable=True, ok=(0,)): + t = time.monotonic() + cmd = [sys.executable, '-B'] + ([str(src / 'code/run_portable.py')] if portable else []) + [str(script), *map(str, args)] + with (out / (label + '.log')).open('w') as f: + rc = subprocess.call(cmd, env=env, stdout=f, stderr=subprocess.STDOUT) + steps.append(dict(step=label, exit_code=rc, seconds=round(time.monotonic() - t, 3))) + (out / 'STEPS.json').write_text(json.dumps(steps, indent=2) + '\n') + assert rc in ok, (label, rc) + print('PASS', label, flush=True) + return (out / (label + '.log')).read_text() + + inp = a.sw4_dir.resolve() / 'sw4/FULL-WORD.json.gz' + assert hashlib.sha256(gzip.decompress(inp.read_bytes())).hexdigest() == rec['input_content_sha256'], 'input must be the pinned SW4 word' + (out / 'jx').mkdir(); word = out / 'jx/FULL-WORD.json.gz' + run('jx', HERE / 'build_jx.py', '--input', inp, '--recipe', rfile, '--out', word, portable=False) + assert hashlib.sha256(gzip.decompress(word.read_bytes())).hexdigest() == rec['expected']['output_content_sha256'] + assert len(rec['controls']) == pins['jx_controls'], len(rec['controls']) + results = {} + for name, c in sorted(rec['controls'].items()): + log = run('jx-control-' + name, HERE / 'build_jx.py', '--input', inp, '--recipe', rfile, '--control', name, portable=False) + if 'rejection_expected' in c: + assert 'CONTROL PINNED' in log, (name, log[-300:]); results[name] = dict(rejected=c['rejection_expected']) + else: + assert ('OK ' + c['expected_sha']) in log, (name, log[-300:]); results[name] = dict(sha=c['expected_sha']) + assert rec['controls']['C1_741_only']['expected_sha'] == rec['frames_741_source']['frames_only_output_sha'] + (out / 'JX-CONTROLS.json').write_text(json.dumps(dict(status='PASS_JX_PINNED_CONTROLS', controls=results), indent=1) + '\n') + routing = parent / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz' + env['PR635_CODE'] = str(up / 'code') + run('layer-end-controls', P6 / 'layer_end_controls.py', word, routing, out / 'controls') + env.pop('PR635_CODE') + ctl = read(out / 'controls/COLD-END-CONTROLS.json') + assert ctl['status'] == 'PASS_COLD_END_RAW_WORD_CONTROLS' and len(ctl['rejected']) == pins['layer_controls'], len(ctl['rejected']) + local = out / 'local' + run('native', up / 'code/hpe_audit_and_transport.py', '--raw', word, '--routing', routing, '--out', local) + assert hashlib.sha256(gzip.decompress((local / 'CANONICAL-WORD.json.gz').read_bytes())).hexdigest() == pins['canonical_sha256'], 'canonical word' + run('ledgers', up / 'code/hpe_emit_local.py', local) + run('local-replay', up / 'code/hpe_audit_local.py', local) + run('wrappers', up / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', + local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + checks = read(local / 'LOCAL-CHECKS.json') + for o, s in pins['program_sha256'].items(): assert checks[o]['sha256'] == s, ('local program', o) + if not a.skip_phases: + run('phases', base / 'code/phases_full.py', local, parent / 'complex-global/vendor531/vendor/clifford') + assert hashlib.sha256((local / 'CLIFFORD-RECIPES.json').read_bytes()).hexdigest() == pins['clifford_recipes_sha256'], 'clifford recipes' + print('DONE', local, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/layers/build_pivot_swap.py b/research/gauge44-ends7-t16/construction/layers/build_pivot_swap.py new file mode 100644 index 0000000000..b225601c01 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/layers/build_pivot_swap.py @@ -0,0 +1,160 @@ +"""Cost-neutral pivot-role swaps inside existing entrance-kernel families. Apache-2.0. Prepared with Claude Code +assistance. The pivot/donor role exchange follows PR266's "pivot role is moved" idea (bit side), applied here to the +complex supplier's multicut kernel families (PR568 build_multicut_kernels.py shape). + +A kernel family on the input word is an entering helper p (start_extra E) together with the gates that read p at frame +E before any other touch of p: d += c_d * p @E (d a helper or, in B, a target). They cancel p's complete dirty +response: col(p) + sum_d c_d * col_{g_d}(d) = 0, where col_{g}(d) is d's suffix response from gate g on. + +Swap to the new pivot x (a helper donor of the family with exactly one family gate g_x = x's FIRST touch, and no other +touch of x up to the family's last gate): + g_x : x += c_x p -> p += (1/c_x) x + g_d : d += c_d p -> d += (c_d/c_x) x (d != x, same position and frame E) + start_extra: p -> x (same E); cleanup regenerated by the inherited inverse rule. +Exactness (PROOF-NOTE-PIVOT.md): x holds only its initial dirt at every rewritten gate, and p holds only its initial dirt +until g_x, so x's new response is col(x) + col(p)/c_x + sum_d (c_d/c_x) col_{g_d}(d) = (c_x col(x) + col(p) + +sum_d c_d col_{g_d}(d)) / c_x = 0, because col(x) = col_{g_x}(x). This script checks it by exact rational replay anyway. +Cost: the frame chains of p and x are exchanged (p now climbs [] -> E at g_x where x did; x starts at E where p did), so +gk_word.profile and the width multiset are unchanged; both are asserted. + +Recipe: {input_content_sha256, output_content_sha256, swaps: [{pivot, new_pivot, entrance, gates: [{part, index, +before, after}]}]}. Every expected `after` gate is recomputed from the rule above and must equal the recipe. + +Negative controls (--controls): mutated recipes/words that must be rejected at pinned reasons: + * nonzero response: another family gate's rescaled coefficient has the wrong sign; + * wrong pivot coefficient: g_x's new coefficient doubled; + * wrong entrance: the recipe's entrance is not p's start_extra; + * non-family gate: a recipe gate whose `before` is not the word's gate; + * new pivot touched in the window: x replaced by a family donor that is not a fresh helper (a target donor, or the + first other helper donor when the family has no target donor). +""" +from pathlib import Path +from collections import Counter +from fractions import Fraction as Q +import argparse, copy, gzip, hashlib, json, sys +assert __debug__, 'Assertions required' +ap = argparse.ArgumentParser() +for k in ('--input', '--recipe', '--gk-dir', '--out'): ap.add_argument(k, type=Path, required=True) +a = ap.parse_args(); assert not a.out.exists() +sys.path.insert(0, str(a.gk_dir)); import gk_word as G, gk_common as C +G.V = C.V = 112; G.DATA = C.DATA = 7168 +V = 112 +raw = json.loads(gzip.decompress(a.input.read_bytes())); recipe = json.loads(a.recipe.read_text()) +enc = lambda x: json.dumps(x, sort_keys=True, separators=(',', ':')).encode(); sha = lambda x: hashlib.sha256(x).hexdigest() +regs = lambda e: [e[1]] + ([e[2]] if e[0] == 'add' else []) +inv_rule = lambda w: [G.inverse(e, G.FULL) for e in reversed(w['A'] + w['B']) if not V <= e[1] < 2 * V] +dy = lambda q: q != 0 and q.denominator & (q.denominator - 1) == 0 + + +def response(w, h): + rows = {} + def get(r): return rows.setdefault(r, {r: Q(1)}) + for e in w['A'] + w['cut'] + w['B']: + if e[0] == 'scale': + q = Q(e[2], e[3]); rows[e[1]] = {j: q * x for j, x in get(e[1]).items()} + else: + t, s = e[1], e[2]; q = Q(e[3], e[4]); src = get(s); tgt = get(t) + for j, x in list(src.items()): + z = tgt.get(j, Q(0)) + q * x + if z: tgt[j] = z + else: tgt.pop(j, None) + return {r: rows[r][h] for r in range(V, 2 * V) if r in rows and rows[r].get(h)} + + +def build(w0, rec): + w = copy.deepcopy(w0); n = 2 * V + w['report']['R'] + assert w['cleanup'] == inv_rule(w), 'input cleanup is not the inherited inverse rule' + P0 = G.profile(w); W0 = Counter(C.widths_of(w)) + AB = [('A', i) for i in range(len(w['A']))] + [('B', i) for i in range(len(w['B']))] + pos = {k: j for j, k in enumerate(AB)} + seen = set(); receipts = []; rules = [] + for s in rec['swaps']: + p, x, E = s['pivot'], s['new_pivot'], s['entrance'] + assert 2 * V <= p < n and w['start_extra'].get(str(p)) == E, 'pivot is not an entering helper at the entrance' + assert 2 * V <= x < n and x not in w['centers'], 'new pivot must be a helper' + assert str(x) not in w['start_extra'], 'new pivot already entering' + assert not {p, x} & seen, 'registers shared between swaps'; seen |= {p, x} + gs = s['gates']; ks = [pos[(g['part'], g['index'])] for g in gs] + assert ks == sorted(ks) and len(set(ks)) == len(ks) + for g in gs: + e = w[g['part']][g['index']] + assert e == g['before'], 'recipe gate is not the word gate' + assert e[0] == 'add' and e[2] == p and e[1] != p and list(e[-1]) == list(E), 'not a family gate (d += c p @E)' + touch = lambda r: [j for j, (part, i) in enumerate(AB) if r in regs(w[part][i])] + tp = touch(p); assert tp[:len(ks)] == ks, 'family gates must be all touches of the pivot up to its first other touch' + gx = [k for k, g in zip(ks, gs) if g['before'][1] == x]; assert len(gx) == 1, 'new pivot must have exactly one family gate' + tx = touch(x); assert tx[0] == gx[0], 'new pivot touched before its family gate' + assert len(tx) == 1 or tx[1] > ks[-1], 'new pivot touched inside the family window' + cx = Q(*[g['before'][3:5] for g in gs if g['before'][1] == x][0]) + for g in gs: + d, f = g['before'][1], g['after'] + assert f[0] == 'add' and list(f[-1]) == list(E) and (f[1:3] == [p, x] if d == x else f[1:3] == [d, x]), 'after-gate shape' + assert dy(Q(f[3], f[4])), 'non-dyadic swapped coefficient' + w[g['part']][g['index']] = f + q = 1 / cx if d == x else Q(g['before'][3], g['before'][4]) / cx + rules.append((f, ['add', p, x, q.numerator, q.denominator, list(E)] if d == x else ['add', d, x, q.numerator, q.denominator, list(E)])) + w['start_extra'][str(x)] = w['start_extra'].pop(str(p)) + receipts.append(dict(pivot=p, new_pivot=x, entrance=E, family_gates=len(gs))) + w['cleanup'] = inv_rule(w) + for s in rec['swaps']: + assert not response(w, s['new_pivot']), 'new pivot dirty response not zero' + assert all(f == e for f, e in rules), 'recipe after-gate is not the swap rule' + P1 = G.profile(w) + assert P1 == P0, 'paid profile not identical (swap is not cost-neutral)' + assert Counter(C.widths_of(w)) == W0, 'width multiset changed' + w['report']['local_profile'] = {str(k): v for k, v in sorted(P1.items())} + w['report']['local_rank_mass'] = sum(k * v for k, v in P1.items()) + return w, receipts + + +assert sha(enc(raw)) == recipe['input_content_sha256'], 'input content' +out, receipts = build(raw, recipe) +o = enc(out); assert sha(o) == recipe['output_content_sha256'], sha(o) + +# ---- negative controls ------------------------------------------------------------------------------------------- +WHY = dict(nonzero='new pivot dirty response not zero', coef='new pivot dirty response not zero', + entrance='paid profile not identical', nonfamily='recipe gate is not the word gate', + window='new pivot') +controls = [] + + +def reject(name, mut, why): + r = copy.deepcopy(recipe); w = copy.deepcopy(raw) + mut(r, w) + try: + build(w, r) + except AssertionError as ex: + msg = str(ex) + assert why in msg, ('control rejected for the wrong reason', name, msg) + controls.append(dict(control=name, reason=msg)); return + raise AssertionError('control accepted: ' + name) + + +for si, s in enumerate(recipe['swaps']): + x = s['new_pivot']; tag = '%d->%d' % (s['pivot'], x) + def m_other(r, w, si=si): + g = [g for g in r['swaps'][si]['gates'] if g['before'][1] != r['swaps'][si]['new_pivot']][0] + g['after'] = list(g['after']); g['after'][3] = -g['after'][3] + def m_coef(r, w, si=si): + g = [g for g in r['swaps'][si]['gates'] if g['before'][1] == r['swaps'][si]['new_pivot']][0] + g['after'] = list(g['after']); g['after'][3] *= 2 + def m_nonfamily(r, w, si=si): + g = r['swaps'][si]['gates'][0]; g['before'] = list(g['before']); g['before'][3] = -g['before'][3] + def m_window(r, w, si=si): + S = r['swaps'][si]; S['new_pivot'] = [g['before'][1] for g in S['gates'] if g['before'][1] != S['new_pivot']][0] + def m_entrance(r, w, si=si): + S = r['swaps'][si]; S['entrance'] = [1] + reject('swap %s: another family gate keeps a wrong (unrescaled-sign) coefficient: new pivot response nonzero' % tag, m_other, WHY['nonzero']) + reject('swap %s: wrong pivot coefficient (1/c doubled) on the new pivot gate' % tag, m_coef, WHY['coef']) + reject('swap %s: non-family gate in the recipe' % tag, m_nonfamily, WHY['nonfamily']) + reject('swap %s: new pivot replaced by another family donor (not a fresh cold helper)' % tag, m_window, WHY['window']) + reject('swap %s: wrong entrance frame for the moved entrance' % tag, m_entrance, 'pivot is not an entering helper at the entrance') +controls_receipt = list(controls) + +a.out.mkdir(parents=True); (a.out / 'FULL-WORD.json.gz').write_bytes(gzip.compress(o, mtime=0)) +rc = dict(status='PASS_COST_NEUTRAL_PIVOT_SWAPS', input_content_sha256=recipe['input_content_sha256'], + output_content_sha256=recipe['output_content_sha256'], swaps=receipts, local_profile=out['report']['local_profile'], + negative_controls_rejected=controls_receipt, + scope='Exact family rewrite, exact zero dirty response of every new pivot, identical paid profile and widths, ' + 'regenerated inverse-rule cleanup. Native all-column audit, HPE/cold steps and global checks remain separate.') +(a.out / 'PIVOT-SWAP.json').write_text(json.dumps(rc, indent=2, sort_keys=True) + '\n', newline='\n'); print(json.dumps(rc, indent=2)) diff --git a/research/gauge44-ends7-t16/construction/layers/layer_end_controls.py b/research/gauge44-ends7-t16/construction/layers/layer_end_controls.py new file mode 100644 index 0000000000..317da36d95 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/layers/layer_end_controls.py @@ -0,0 +1,201 @@ +"""layer_end_controls.py LAYERED-WORD.json.gz ROUTING OUTDIR (env PR635_CODE): adapted PR635 cold_end_controls.py (LayerReviewer): raw-word negative controls for the cold low-frame ends and the +refactored cleanup accepted by hpe_audit_and_transport.py. Every mutation MUST be rejected (AssertionError); the +unmutated word MUST pass. Apache-2.0. DreamingOfClouds with Claude Opus 5.5 (Anthropic), via Claude Code.""" +import copy, gzip, json, shutil, sys, tempfile +from pathlib import Path +import os +sys.path.insert(0, os.environ['PR635_CODE']) # PR635's unchanged hpe_audit_and_transport.py +import hpe_audit_and_transport as atc + +src, routing, outdir = Path(sys.argv[1]), Path(sys.argv[2]), Path(sys.argv[3]) +word = json.load(gzip.open(src)) +v, R = word['report']['v'], word['report']['R']; n = 2*v + R +regs = lambda e: [e[1]] + ([e[2]] if e[0] == 'add' else []) +meta = word['refactored_cleanup'] +cold = [int(h) for h in meta['cold_low_frame_ended_helpers']] +npre = meta['premix_gates']; nlow = meta['lower_frame_gates'] +early = word['early_cleanup']; eidx = {i for i, _ in early} +rest = [i for i in range(len(word['cleanup'])) if i not in eidx] + + +def trial(w): + """None if the transport audit accepts w, else the AssertionError message.""" + tmp = Path(tempfile.mkdtemp()) + p = tmp/'w.json.gz'; p.write_bytes(gzip.compress(json.dumps(w).encode(), mtime=0)) + try: + atc.run(p, routing, tmp/'out') + return None + except AssertionError as e: + return repr(e.args[0]) if e.args else 'AssertionError' + finally: + shutil.rmtree(tmp, ignore_errors=True) + + +# Pinned rejection reasons: each mutant must fail at this assertion of hpe_audit_and_transport.py (message substring). +ENDPOINT, COLDPRE, CONE = "'arbitrary-dirt endpoint'", 'touches a cold hyperplane-ended helper', 'hpe cone pre-check (row / column)' +WHY = dict(premix_to_precondition=COLDPRE, premix_dropped=COLDPRE, e_premix_dropped=ENDPOINT, lower_dropped=ENDPOINT, + remainder_dropped=ENDPOINT, coefficient=ENDPOINT, into_full='cleanup on non-FULL end', dyadic=ENDPOINT, frame_below="'nonmonotone'", + nonmonotone="'nonmonotone'", other_frame=CONE, cone=CONE, extra_end=COLDPRE, marker='cleanup is not the literal reversed inverse', + target='refactored cleanup touches a target', profile_pin='paid local profile differs from the reported local_profile', + entering_precondition='zero-frame precondition/compensation touches an entering helper') +assert trial(word) is None, 'unmutated cold-end word must pass' +results = [] + + +def reject(name, mut, why): + """the mutation must be rejected, and for the pinned reason (a substring of the audit's assertion message).""" + w = copy.deepcopy(word); mut(w) + msg = trial(w) + assert msg is not None, 'cold-end mutation accepted: ' + name + assert why in msg, 'cold-end mutation %r rejected for the wrong reason: %s' % (name, msg[:300]) + results.append(name); print('rejected', name, '|', why, flush=True) + + +h0 = cold[0] +i0, U0 = next((i, f) for i, f in early if h0 in regs(word['cleanup'][i])) +r0 = rest[len(rest)//2] + + +def premix_to_precondition(w): # premix before the wrappers; compensation then reads the cold ends + w['precondition'] = w['precondition'] + w['A'][:npre]; w['A'] = w['A'][npre:] + + +def lower_gate_into_full(w): # a lower-frame gate on a cold-ended helper executed in the FULL remainder instead + w['early_cleanup'] = [x for x in w['early_cleanup'] if x[0] != i0] + + +def drop_cleanup_gate(w, i): # remove the gate AND its early_cleanup entry: a structurally valid word missing one gate + w['cleanup'].pop(i) + w['early_cleanup'] = [[j - (j > i), f] for j, f in w['early_cleanup'] if j != i] + + +def other_frame(w): # a different frame of the same dimension as the cold end (another cold helper's) + f = next(w['helper_final'][str(h)] for h in cold if w['helper_final'][str(h)] != w['helper_final'][str(h0)]) + w['helper_final'][str(h0)] = f + + +def extra_cold_end(w): # declare a premixed partner of h0 cold-ended at h0's frame: fails the row/column cone + p = next(r for e in w['A'][:npre] for r in regs(e) if r != h0 and h0 in regs(e)) + w['helper_final'][str(p)] = w['helper_final'][str(h0)] + + +reject('premix placed in the zero-frame precondition (before the cold wrappers)', premix_to_precondition, WHY['premix_to_precondition']) +reject('one premix gate dropped (the compensation then reads a cold-ended helper)', lambda w: w['A'].pop(npre - 1), WHY['premix_dropped']) +reject('one lower-frame cleanup gate dropped (gate and its early_cleanup entry)', lambda w: drop_cleanup_gate(w, i0), WHY['lower_dropped']) +reject('one FULL-remainder gate dropped', lambda w: drop_cleanup_gate(w, r0), WHY['remainder_dropped']) +reject('lower-frame gate coefficient changed', lambda w: w['cleanup'][i0].__setitem__(3, w['cleanup'][i0][3] * 2), WHY['coefficient']) +reject('lower-frame gate moved into the FULL remainder (touches a cold-ended helper at FULL)', lower_gate_into_full, WHY['into_full']) +reject('lower-frame gate frame below its registers\' frames', lambda w: next(x for x in w['early_cleanup'] if x[0] == i0).__setitem__(1, U0[:-1]), WHY['frame_below']) +reject('cold end at another dim-4 frame', other_frame, WHY['other_frame']) +# PROFILE-PIN control: without its helper_final entry the cold-ended helper is a valid FULL-ended helper; the word is +# rejected because its reported paid profile (which counts the low end) no longer matches the frame chains. +reject('profile pin: cold end dropped (valid FULL end, but the reported profile counts the low end)', lambda w: w['helper_final'].pop(str(h0)), WHY['profile_pin']) +reject('extra cold end on a premixed partner (the compensation reads it before its wrapper)', extra_cold_end, WHY['extra_end']) +reject('refactored-cleanup marker removed (literal-inverse rule applies)', lambda w: w.pop('refactored_cleanup'), WHY['marker']) +reject('remainder gate retargeted to a target register', lambda w: w['cleanup'][r0].__setitem__(1, v + 3), WHY['target']) +reject('non-dyadic remainder coefficient', lambda w: w['cleanup'][r0].__setitem__(4 if w['cleanup'][r0][0] == 'add' else 3, 3 * w['cleanup'][r0][4 if w['cleanup'][r0][0] == 'add' else 3]), WHY['dyadic']) +reject('profile not updated (paid climbs misreported)', lambda w: w['report']['local_profile'].__setitem__('5', w['report']['local_profile']['5'] - 1), WHY['profile_pin']) +ent = [int(h) for h in sys.argv[4].split(',')] if len(sys.argv) > 4 else [int(h) for h in meta.get('entering_low_frame_ended_helpers', [])] +for e0 in ent: # ENTERING LOW-FRAME ENDS (ColdSupply extension; every entering end; absent for words without them) + j0 = next((i for i, e in enumerate(word['A'][:npre]) if e0 in regs(e)), None) + print('entering end', e0, 'premix gate', j0, flush=True) + k0, Ue = next((i, f) for i, f in early if e0 in regs(word['cleanup'][i])) + def to_pre(w, j0=j0): w['precondition'].append(w['A'][j0]); w['A'].pop(j0) + def other_hp(w, e0=e0, Ue=Ue): w['helper_final'][str(e0)] = next(f for h, f in w['helper_final'].items() if len(f) == len(Ue) and sorted(f) != sorted(Ue)) + if j0 is not None: reject('entering end %d: premix gate dropped' % e0, lambda w, j0=j0: w['A'].pop(j0), WHY['e_premix_dropped']) + if j0 is not None: reject('entering end %d: premix gate at frame [] instead of its entrance E' % e0, lambda w, j0=j0: w['A'][j0].__setitem__(-1, []), WHY['nonmonotone']) + if j0 is not None: reject('entering end %d: premix gate moved into the zero-frame precondition' % e0, to_pre, WHY['entering_precondition']) + reject('entering end %d: lower-frame gate dropped (gate and its early_cleanup entry)' % e0, lambda w, k0=k0: drop_cleanup_gate(w, k0), WHY['lower_dropped']) + reject('entering end %d: profile pin: end dropped (valid FULL end, but the reported profile counts the low end)' % e0, lambda w, e0=e0: w['helper_final'].pop(str(e0)), WHY['profile_pin']) + reject('entering end %d: end at another hyperplane' % e0, other_hp, WHY['cone']) +# Pinned rejection reasons of the COLD-BEYOND mutants (substrings of hpe_audit_and_transport.py assertion messages). +MYWHY = dict(tw_precondition=COLDPRE, tw_dropped=COLDPRE, tw_coefficient=COLDPRE, tw_other_block=COLDPRE, + tw_entering='zero-frame compensation reads an entering helper', + ab_dropped=ENDPOINT, ab_coefficient=ENDPOINT, ab_early=ENDPOINT, ab_live=ENDPOINT, ab_centre=ENDPOINT, + ab_lower="'nonmonotone'", ab_higher="'nonmonotone'", + sh_dropped=ENDPOINT, sh_coefficient=ENDPOINT, rel_dropped=ENDPOINT, rel_coefficient=ENDPOINT, rel_live=ENDPOINT, + h8_other=CONE, h8_lower=ENDPOINT) +# COLD-BEYOND primitives (present only when the word carries them): frame-[] target writes in the premix (explicit +# post-wrapper compensation of an ended helper's dirt) and forward absorptions into dead registers. +nw = meta.get('premix_target_writes', 0) +if nw: + wi = [i for i in range(npre) if v <= word['A'][i][1] < 2*v] + assert len(wi) == nw + + def writes_to_precondition(w): # the target writes run before the cold wrappers (inside the zero-frame precondition) + g = [w['A'][i] for i in wi]; w['precondition'] = w['precondition'] + g + w['A'] = [e for i, e in enumerate(w['A']) if i not in set(wi)] + reject('premix target writes placed in the zero-frame precondition (before the cold wrappers)', writes_to_precondition, MYWHY['tw_precondition']) + reject('one premix target write dropped (compensation must read an ended helper)', lambda w: w['A'].pop(wi[0]), MYWHY['tw_dropped']) + reject('premix target write coefficient changed', lambda w: w['A'][wi[0]].__setitem__(3, w['A'][wi[0]][3] * 2), MYWHY['tw_coefficient']) + # (reading another register that carries the SAME weight of the ended helper's dirt is a valid variant, so the mutant reads + # the same factory slot of the next block, which carries none of it) + entering_regs = sorted(int(r) for r in word.get('start_extra', {})) + reject('premix target write reads an entering helper', lambda w: w['A'][wi[0]].__setitem__(2, entering_regs[0]), MYWHY['tw_entering']) + reject('premix target write reads a cold helper of another block', lambda w: w['A'][wi[0]].__setitem__(2, 2*v + (w['A'][wi[0]][2] - 2*v + 16) % 224), MYWHY['tw_other_block']) +ab = meta.get('forward_absorption_A_indices', []) +if any(len(word['helper_final'][str(h)]) == 8 for h in cold): + # with dim-8 cold ends, the centre-retargeted absorption first leaks an ended helper's dirt into the cut's targets + MYWHY['ab_centre'] = COLDPRE +if ab: + # the ColdBeyond U_b absorption (q += -1/2 g); ColdThird's extra absorptions have their own controls below + a0 = next(a for a in ab if word['A'][a][3] * 2 == -word['A'][a][4]); g0 = word['A'][a0] + + def absorption_moved_early(w): # absorbed before the absorbed register's last kernel write + e = w['A'].pop(a0); j = max(i for i in range(npre, a0) if g0[2] == w['A'][i][1] and w['A'][i][-1] == g0[-1]) + w['A'].insert(j, e) + + def absorption_into_live(w): # q += a g moved right after g's previous frame-mate gate, while q is still live + e = w['A'].pop(a0); j = max(i for i in range(npre, a0) if g0[1] in regs(w['A'][i])) + w['A'].insert(j, e) + reject('forward absorption dropped', lambda w: w['A'].pop(a0), MYWHY['ab_dropped']) + reject('forward absorption into a centre (a live register read by the cut)', lambda w: w['A'][a0].__setitem__(1, next(c for c in word['centers'] if c not in g0[1:3] and c not in cold)), MYWHY['ab_centre']) + reject('forward absorption coefficient changed', lambda w: w['A'][a0].__setitem__(3, w['A'][a0][3] * 2), MYWHY['ab_coefficient']) + reject('forward absorption placed before the absorbed register\'s last kernel write', absorption_moved_early, MYWHY['ab_early']) + reject('forward absorption placed while the absorbing register is still live', absorption_into_live, MYWHY['ab_live']) + reject('forward absorption at a lower frame than its registers', lambda w: w['A'][a0].__setitem__(-1, w['A'][a0][-1][:-1]), MYWHY['ab_lower']) + reject('forward absorption at a higher frame (FULL) than its registers', lambda w: w['A'][a0].__setitem__(-1, [256, 128, 64, 32, 16, 8, 4, 2, 1]), MYWHY['ab_higher']) +# COLD-THIRD primitives (present only when the word carries them): several absorptions after one input gate, dirt-release +# absorptions (a dead port takes a live helper's value so that a hyperplane unit's column has no dirt on it), and cold ends at +# a dim-8 frame with lifted partners. +hyper = [h for h in cold if len(word['helper_final'][str(h)]) == 8] +if hyper and ab: + sh = next(a for a, b in zip(ab, ab[1:]) if b == a + 1) # two absorptions sharing one input anchor + rel = next(a for a in ab if a - 1 not in ab and a + 1 not in ab and word['A'][a][2] in hyper and word['A'][a][3] * 2 != -word['A'][a][4]) + hh = hyper[0]; ih = next(i for i, f in early if hh in regs(word['cleanup'][i])) + reject('second absorption sharing an input anchor dropped', lambda w: w['A'].pop(sh + 1), MYWHY['sh_dropped']) + reject('shared-anchor absorption coefficient changed', lambda w: w['A'][sh + 1].__setitem__(3, w['A'][sh + 1][3] * 2), MYWHY['sh_coefficient']) + reject('dirt-release absorption dropped', lambda w: w['A'].pop(rel), MYWHY['rel_dropped']) + reject('dirt-release absorption coefficient changed', lambda w: w['A'][rel].__setitem__(3, w['A'][rel][3] * 2), MYWHY['rel_coefficient']) + jr = max(i for i in range(npre, rel) if word['A'][i][0] == 'add' and word['A'][i][2] == word['A'][rel][1]) + + def release_while_read(w): # the release runs before a kernel gate that still READS the port (port live) + e = w['A'].pop(rel); w['A'].insert(jr, e) + reject('dirt-release absorption moved before a kernel gate that still reads the port', release_while_read, MYWHY['rel_live']) +if hyper: + # dim-8 cold-end controls once PER DISTINCT dim-8 terminal frame (each family of dim-8 cold ends keeps its own controls) + fams = [] + for h in hyper: + if sorted(word['helper_final'][str(h)]) not in [sorted(word['helper_final'][str(x)]) for x in fams]: fams.append(h) + for hh in fams: + ih = next(i for i, f in early if hh in regs(word['cleanup'][i])) + Uh = word['helper_final'][str(hh)] + reject('dim-8 cold end %d (frame %s) at another dim-8 frame' % (hh, Uh), lambda w, hh=hh: w['helper_final'].__setitem__(str(hh), next(f for h, f in w['helper_final'].items() if len(f) == 8 and sorted(f) != sorted(w['helper_final'][str(hh)]))), MYWHY['h8_other']) + reject('dim-8 cold end %d (frame %s): one lower-frame gate dropped (gate and its early_cleanup entry)' % (hh, Uh), lambda w, ih=ih: drop_cleanup_gate(w, ih), MYWHY['h8_lower']) + reject('dim-8 cold end %d (frame %s): profile pin (end dropped)' % (hh, Uh), lambda w, hh=hh: w['helper_final'].pop(str(hh)), WHY['profile_pin']) +# FACTORED ACCUMULATOR (CarrierBypass; present only when the word carries one): a lower-frame tail gate a += x*g on two +# non-ended registers whose accumulator a is afterwards read by a dim-8 cold end's tail gate (h += y*a at its U). +ended_all = {int(h) for h in word['helper_final']} +tailg = [(i, word['cleanup'][i]) for i, _ in early] +accs = [] # EVERY factored accumulator gate (one per accumulator register a), each controlled on its own +for k, (i, e) in enumerate(tailg): + if e[0] == 'add' and e[1] not in ended_all and e[2] not in ended_all and len(next(f for j, f in early if j == i)) < 8: + if e[1] not in [word['cleanup'][j][1] for j in accs] and any(t[0] == 'add' and t[2] == e[1] and t[1] in hyper for _, t in tailg[k + 1:]): + accs.append(i) +for acc in accs: + a = word['cleanup'][acc][1] + reject('factored accumulator %d (gate %d) zeroed' % (a, acc), lambda w, acc=acc: w['cleanup'][acc].__setitem__(3, 0), ENDPOINT) + reject('factored accumulator %d (gate %d) coefficient doubled' % (a, acc), lambda w, acc=acc: w['cleanup'][acc].__setitem__(3, w['cleanup'][acc][3] * 2), ENDPOINT) +outdir.mkdir(parents=True, exist_ok=True) +(outdir/'COLD-END-CONTROLS.json').write_text(json.dumps(dict(status='PASS_COLD_END_RAW_WORD_CONTROLS', word=str(src), rejected=results), indent=1) + '\n') +print('PASS', len(results), 'cold-end raw-word mutations rejected') diff --git a/research/gauge44-ends7-t16/construction/layers/reproduce_layers.py b/research/gauge44-ends7-t16/construction/layers/reproduce_layers.py new file mode 100644 index 0000000000..ed517ba1dd --- /dev/null +++ b/research/gauge44-ends7-t16/construction/layers/reproduce_layers.py @@ -0,0 +1,105 @@ +#!/usr/bin/env python3 +"""Rebuild the layered gauge44 word (pivot swaps + entering ends + factored dim-8 cold ends) and its native locals. + +Input: a fresh `construction/reproduce.py --until word` output directory (its regroup/ and cold44/ words are pinned +by reproduce.py itself). Steps, each checked exactly: + 1. pivot-swap: construction/layers/build_pivot_swap.py on regroup/FULL-WORD (six cost-neutral pivot-role swaps, + exact zero-response replay, unchanged profile and width multiset, 30 negative controls); + 2. hpe: the inherited jp8 hyperplane-end changes (HYPERPLANE-END-S6.json) applied with PR635's build_hpe.apply; + 3. cold44-exact: #645's build_gauge_cold44.py on the swapped HPE word; its 44 rank-four cold ends, premix and tail + must equal the unswapped cold44 construction's (the swaps touch no factory block); + 4. layers: PR635's unchanged build_cold_end.apply(HPE, COLD-LAYERS-RECIPE) - the cold44 recipe plus 8 entering ends + (560/561/572/573 at U24, 597/599/537/549 at U30) and 10 factored dim-8 cold ends; output sha pinned; + 5. layer-end-controls: raw-word negative controls on the layered word (PR635 cold_end_controls adapted by + LayerReviewer: lower->FULL pinned at 'cleanup on non-FULL end', entering ends from the recipe); 59 rejected; + 6. native, ledgers, local-replay, wrappers, phases: PR635's native local programs (as in reproduce.py). +""" +import argparse, gzip, hashlib, importlib.util, json, os, subprocess, sys, time +from pathlib import Path + +HERE = Path(__file__).resolve().parent +LAYERED_SHA = '0be48b1d8a6105059addf3f0d5e420c27ae3398b3a1186b6b11e9c4aa9e3f3d4' +LAYER_CONTROLS = 59 + + +def read(p): + raw = Path(p).read_bytes() + return json.loads(gzip.decompress(raw) if str(p).endswith('.gz') else raw) + + +def enc(x): return json.dumps(x, sort_keys=True, separators=(',', ':')).encode() + + +def load(name, path): + s = importlib.util.spec_from_file_location(name, path); m = importlib.util.module_from_spec(s); s.loader.exec_module(m); return m + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True) + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--word-dir', type=Path, required=True, help='construction/reproduce.py --until word output') + ap.add_argument('--out', type=Path, required=True) + ap.add_argument('--skip-phases', action='store_true') + a = ap.parse_args() + out = a.out.resolve(); assert not out.exists(); out.mkdir(parents=True) + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = a.main.resolve() / 'research/complex-k492-owner-repair/vendor/multicold' + base = src / 'vendor/pr558'; parent = base / 'vendor/pr552'; gk = parent / 'complex-local/static44/gk' + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src)) + env.pop('PYTHONOPTIMIZE', None) + steps = [] + + def run(label, script, *args): + t = time.monotonic() + with (out / (label + '.log')).open('w') as f: + rc = subprocess.call([sys.executable, '-B', str(src / 'code/run_portable.py'), str(script), *map(str, args)], + env=env, stdout=f, stderr=subprocess.STDOUT) + steps.append(dict(step=label, exit_code=rc, seconds=round(time.monotonic() - t, 3))) + (out / 'STEPS.json').write_text(json.dumps(steps, indent=2) + '\n') + assert rc == 0, label + print('PASS', label, flush=True) + + wd = a.word_dir.resolve() + run('pivot-swap', HERE / 'build_pivot_swap.py', '--input', wd / 'regroup/FULL-WORD.json.gz', + '--recipe', HERE / 'PIVOT-SWAP-S6.json', '--gk-dir', gk, '--out', out / 'swap') + hpe = load('upstream_hpe', up / 'code/build_hpe.py') + w = hpe.apply(read(out / 'swap/FULL-WORD.json.gz'), read(HERE / 'HYPERPLANE-END-S6.json')['changes']) + (out / 'hpe').mkdir(); (out / 'hpe/FULL-WORD.json.gz').write_bytes(gzip.compress(enc(w), mtime=0)) + run('cold44-exact', HERE.parent / 'build_gauge_cold44.py', '--input', out / 'hpe/FULL-WORD.json.gz', + '--out', out / 'cold44', '--hamming', wd / 'hamming', '--upstream-package', up) + new, old = read(out / 'cold44/RECIPE.json.gz'), read(wd / 'cold44/RECIPE.json.gz') + # The swaps touch no factory block: the 44 ends, their premix and their low tails are identical; only the FULL + # inverse (rebuilt from the whole word) differs. + for key in ('premix', 'early_cleanup', 'cold_ends'): + assert new[key] == old[key], ('swapped cold44 differs from the pinned cold44 construction', key) + tail = len(new['early_cleanup']); assert new['cleanup'][:tail] == old['cleanup'][:tail], 'low tails' + bce = load('upstream_cold', up / 'code/build_cold_end.py') + layered = bce.apply(w, read(HERE / 'COLD-LAYERS-RECIPE.json.gz')) + raw = enc(layered); assert hashlib.sha256(raw).hexdigest() == LAYERED_SHA, 'layered word' + rep = layered['report'] + assert rep['local_profile'] == {'1': 2542, '2': 414, '3': 434, '4': 154, '5': 56, '8': 8}, rep['local_profile'] + assert rep['width_inventory'] == {'4': 52, '5': 48, '7': 42, '8': 116, '9': 234}, rep['width_inventory'] + (out / 'layers').mkdir(); word = out / 'layers/FULL-WORD.json.gz'; word.write_bytes(gzip.compress(raw, mtime=0)) + print('PASS layered scalar word', word, flush=True) + routing = parent / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz' + env['PR635_CODE'] = str(up / 'code') + run('layer-end-controls', HERE / 'layer_end_controls.py', word, routing, out / 'controls') + ctl = json.loads((out / 'controls/COLD-END-CONTROLS.json').read_text()) + assert ctl['status'] == 'PASS_COLD_END_RAW_WORD_CONTROLS' and len(ctl['rejected']) == LAYER_CONTROLS, len(ctl['rejected']) + local = out / 'local' + run('native', up / 'code/hpe_audit_and_transport.py', '--raw', word, + '--routing', routing, '--out', local) + run('ledgers', up / 'code/hpe_emit_local.py', local) + run('local-replay', up / 'code/hpe_audit_local.py', local) + run('wrappers', up / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', + local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + if not a.skip_phases: + run('phases', base / 'code/phases_full.py', local, parent / 'complex-global/vendor531/vendor/clifford') + print('DONE', local, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/layers_np/COLD-LAYERS-RECIPE-NP.json.gz b/research/gauge44-ends7-t16/construction/layers_np/COLD-LAYERS-RECIPE-NP.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..f9155e307940fcd10dcb75c20e996c3b439b92fa GIT binary patch literal 31578 zcmV*UKwG~biwFP!000023Y@*&j%7KHrTH#-eH_pqDXCti&?sbOW@84ZsV;O^0W)aK zyU!-IkA=J2HjDMmMF0VvW%MPAqJB0-{_ns1?ce_K*MI-7|M<&4{qsNn<*$GL`(IvT ztXJ#y`cYr?_0P@xRoi;`c=h(G{<{A6RsY+6dwrny%ccspa*3{w=r&&C)qX|SS8Fb# zuhw3knXFeWzfl+AraHN9ToJGJ3si$>Xyx(OX6PHJVms^fj8Y zRn1GZ%ixf#i@wz4vc=B+sxo-x@T%a;0H>_IeVNGK>Y(rW>Rkj|D;Kz`#%k@t6_erP z`o+5rx7X0Q_ETtw92u~lD7oj112YZn<@FCHeN+iSEbqx);AUG&mk ztI6R08eJECseg1CeVNFX!F~}@=Z%+np@)p#7ur>0^~;)U=;&)ChfJkj`W`N$$IDa$ z^vn3hP)(}!SSR1;*h(A*o{<0bx4-_|KMp8u;}hV>Xt4_QKap{PzLhaA^Zr7_jj+oj ze2a+PihY>n<$>$vZ|dbPe`RvP4wKK2Bj@sI?GKCnQqBeY6FISBd@1I})ab?c7{AsM z|4>f3yitzhFJvyvt=?aMza?D%irb$^sNYGr2B&^O;RehwuWtaCGivM2p|2H)tLyC- z60ssDiQfT7#=N#tA0F^485ihV8P~9VCE`Y0ZuVQizO1i&c*|>TsMqGPmN3X)m|VEG zg?z%?k}ebZV~zVpQvXv)_4UUg;49Fz=KZlL{sPo5Z__{aQ2j#9aQ9b_e`XY@Tg$&A zj+D#U_S*kUO4)xRWxo7NDmTQ!yL}7kv19sh3^7%D4(o4Z`iEoq1UYgp7u4JSQ#sB4 zOwKi$Wqv8=2F1Q@{0Zn`$fC@1s&*{^6)%j@8)EUl#hCiv7b+e8wC}mp|%W|6G#IKb3SXsQqg}H|Sc>%b$Vf zs$}iAA0@;aZBmffAdeJ^goeOU(>!4au3FS&GtQHUo-8eJ$j60 zJr461GW+c;K0}V2a7?@ZshqX{OwN4$bn5y7W6|_2X4E)M{NXXK34Qha0{yaN2I@W0 ze?uH8vGXna&!iOl6Dj?*>sLZ<$aS1q-$SnB`DlNv;Oli6$mKbHrPBV`Mf?i5Wn5>Q zW`8E5ek|LRKV=>{d1{ojvvxmUmTiJ$HvuBO^l@O2`svgB({e>z~s`u})Ua7{CR20y6# z+OLmKm#dfWzlPxHs^xMeWr1D9og%%;?#x@e;8Ta!3$BpAH!$9cI!FB4 z0|s2~={2t2Wbfpc)p(x4#hwNmCp}$qPuonm-qVXq{HFHw`n7i*ezB3f{JW1fLg|bN8rmpO<4gw_9RggN~!V>aOWJ01^0g z-1Dh>rt2u_Q};|W?sO0(!b<~qm+T<&SD z7hc{g&Fe%xi|IWLHcomfdze{f!u6hBTx!#Mx~~7a4!_t`;E`sPJ<_a}aJi?~E^;>6 zBh70wJ6qM^7n=q=(rmIvn%5a+Hr*pdgkNh8&Xep)Ck}{hu^XWJBIG-{wt$x|{$;Ss z*T+>ycRJ)Sda z32f&&4-K%x?bF|Q&2}QTZ31nUgzMYTt7++5oZb#z-m_e$wsr9qUrIL+AK{G^h@Xj< z_aT?=!A{r0@;BHO#mChS#LvXbdyC5yHn`o6@XxL9UgLxG26y=pFS@~Q*RMYzx*v&` zbsun`oaC*CSrG zCtMz@nCK3^CS9GKIvZ;UzDB}z^4Cb|AN^XA2X}mPAo0OwF*XSo$vBZ7-`Q*pWHt%c ztp-Ss55-GAZp2e&2YaIU1nK(K@UH(#1=8Bs|F2c?Tk^(p-;FTk&+J0XpNn zV3SYTE%B=OwUGFTH6r*nnf!S0=lLE_+rWTEU_J!AP zyYgVW^^;PFCin;qBlvzTvTe(QYw^*Wh>x%8OWxqeI{wq6OvUTma5-*+h;NKd9F!3I zdf}_Q@W+KhzQzQ1D1mRfA^-8%Q(<2aoiH6hCvKgs$YH~AiyUzMbG##bTxc`-C2y*K zApY|Oq6vujxG*R92o|(s3{4F%G++$P%Uiy9S^9<#^@EF5-FRwGxPG=;2p`{anEaL> zX?`I7y7646U?M)g6)}9t4{-Xu!brRfHzvL^Ipfje{K#iaKM?!P*l);wBlh4CVX{YfPds5y;3FTXG4>Vd9*JL~_>VVU`b)X1{lLZh zgwEh2;rd%SXX0Bvfct^iPsV;i_LH$+kUhbV#3S~LvEPvWX1d={_Z!TSq2H~Ka>J|o zT^GSy!u8M6$1_nx9>80|e<1SC$WKOoLd{R6`3Yu- z=`Y~My5aK2bON`MaB^F9;{p4wD{?1X9;c+Qi%<5zeXM+3jL3s$&L!bL5c$E#8zXN} z^Tsr9WQOSH^$T&}Rej2W;49(!%a`)T>+B=L6=3h+lV#8c;)A^d_u=^@9gzp{mGB>k zd}HK0Bj2IsJJUQlt%LVK*G~st)yGu`?g`gt$a>=e`>iX|60Tc~Gx00o;2~TjG9cs$ z+!IcsnSB;UzB2NaX`YB*3D;-H)X(a(-SDcuKtS-3a6K}@nfR6&Bz_?F3k7!g)Q_*p zelhkNvfoVi8|q#cze?t`&|iL5h;NCndh8j3mrUTn*v}UtPs9&V{6`LqN}lK*xcoww zz$4!;c-9#2CJ>vI2||7#_MNfskbP(D2V_qYvy{Xm_JgrE$ljRl4eFkpr1mE7#t*!z z@4yj!C0ze{Uzm8$)G|K+`@jSCM0~JE;yv@|F!l|-8lR=T5c|g1cgVgo-FK*aaF&{7 zlK1fwgpUv0soqd+atVdhCYaEn_Ab`^|K} zq3*$#&)HC}kEsX$MAR~Zw}k%y0eDD!$wX*B5PM_n4YD`J-XVK}Z;40jow1*g{bahI zQ1`O^EC6F#5c{wg z0`EtiY8oGVk+~6J2L@g*uJbRbkNyjRdqrp@JIa;n=#H2~h3He+K-9UPKT)4P?eA+) z|Bf$6dPV3?(2kfmViF}8yPgC#o?yqH$WNH-&qW`F7u(~F7ayGWgKzp1Z$Li+zliuy zB%%{Vm5Y;PUhyX&%4QUhdBBPENVPSEDlK?z~_9Ax z8N4MNBqDKeAruLX0GoGeD3G^=NRP*Fdit@(t^)EhXux6+16&4mh@Xr;>aE|M1xF+e z{=Pk$r0j)Fc6&tNgTQSa=As4I%R$o1tQQGxJhH;8vAZTCbBVE82=Aw}LzNzt2z6EF zHQZ*Z*~n-RKCkTvenLFzZrxcQ^(yI$1vjMV~}EN{GgFM4c8X5SH=qa8p$>cJI~ z`@EC1SJ$SV;AcVbi1-bB(<6A1`0Hfa^@yGb_+{cd!bg3e-t>7Dy=}k}B6Fmk9Xs-a z5b=>8gyB8$>J3QiQ2b=tiNu#kn?36m$R5AupO9)x1RqogKH`J}-}Ja&CVn3c>0!b| ze1vloeERTR(99Zx&8z{QNyO9wWw>Kz0XmUNhv7HETW5Tt&Q9P#mA9_vhL6CZ_!F|8 zcTjXLd#hJ%&d#Emb_LSE&bPAVBwYWfzY-5pc>s7^1K(`q#3CKk(Xzgw`~mTX@bS^L zgDep-$-S`U6O?=ppFqU-ity3X?ggYYA4tAkr#FI+Dwo~$x@TT9EjY+%-t}A#QB<<) zxg0VpwO5n_3$TfPc9OWFJHltuYn_e_MyJnkups&T%0JN)njXB$K4v+n0+xmb=tNJM ze9J`BBrQ;Pk_l^{e?yJxtw%h_YQ*pz;X^fm{_wZ-CMUxuwUFaLx#Sq6^nqJW+7glj z{)3n@!dHf$h0u?0`$T+y)30EKAoy}M6>w*_^G~Y2dkMH6F254r^yvB&4>oIrPAG=R zkMMnl?+D)`Szl(p7;8JS|tW7QpjN$h!Uv_Mb;bXLR*WG@7={aAbBx(Fb1NXy=WGVE6A9|`TKqu0>by7Ae z)(Ak~BE}iu=VIE46%^n{?JqrDMvT>{$ZiHGPZGKbeAT~05b;+(3A{%=Cp}F<6b6nz zQ3KveOE|i{-6Rp)IQXIG>jLy6$6F@_wc?8!>F%vfy}KLX$GA*Q&v-jxF9nhfk5S%u zZ9y3|@#?m{9qF>WPq^CGOD&AM5$^3)jsE6{bTw*|HBd2pox*C34OOg^eljlDQ5_m@FZx*2svVqx0U#tA|BH=@Q<7#`7Z(^obxa?6BeS>JN z&EO;9@{F48jn`8FY!smn*vI!gk^M)3D|u8SgkJwF5Y-<*LEs2+2f`~t_oUL*h;n1_ z@&cbf>{g;!E{W(c5=~b!^o=AV&=X`wm@kpN2>R+F30-XarKdIRedJ&0Z%P`%N5t0v z6`M8{Zw!B(%SPMiphe^_XLM#o_=r&+`qR^JjYNFQvee+4a-?3EpqPA1xE`pvi1?`O zbBh;y>kPk8Z{r4oh#$9j`JlKqlfM!Dj3EYe{MM#Awh@;)3b^wv`8S}>Q^55L^g+ZQ z(*d~*(iTW6hRx{5*g6O(TP)np5j=`=1)LP+BKRJ;O$Z%>bl$xcb_Pe** z0kc#j-b!PUmzMhf0SdIm-{@b;I>H}Y0JZuI(iw>-^AMadH&f0r9r7r>GG!LO{?lJZ z#CNq*e!j_{vWn{$a_ffcmI>HIM{m4%b=nA>&^_pE6p|-wtPaA);ZWsE3SE4!HT6SA zwvx;c&hRl*0H4aN6&-4Nt?XF}ND`8XGdju>Il&i(NEA8sx|7owd>}TFz5#SLFNX-5 zN#L0iQzw(RcmN*vX0xLwptkine$6TbZwV&>O#~k=Oc9+y;C8b|SCG!GAoav=?r+sJ z^|dR(j~2&%@YHzcpU4+RE#Z3P_CWZ|%!crd(2qio0G@GqP5-bqnQ}62j^MW=d>c1@ z==k{Br^}!DH$OmGq&DE@|_Y$AKn=GQ4qezIr!j*{t902?V{or(aw4D5B7kw zA@-y3p#`tD!!VH{uk&xHPOTyFX*x!NpU1(2B?ZvWv9*ShYyt5(wgi62%a$|p)3Q9Y zX*z@DA4d3*co}X8zWmK*sA2Fxd}JO1FIQJZ+=r{0yg#@#*ON-WK;eM2NCF=S9*^Zf zx~DKm178v{AvVEV;wwljJ@hO;g9tx!d!PhJ<|vQ8>5E9;2% zJCq~8aV(Hb^2gNE6oQw`G58==WyH>u*VgAfcq|%&AK{K5>Id|*AGLHnsb#=Tcl_Xa zx+A@KL+JjJ-tE5)vCH9PVTY(Bj(6l#fbcM^PMiusJ3>!{K1yjU*`!`ff@nNzPZXH6 zuCVwQgx?H5OX4f2KtdedQIP%-gK&>@O@K^%^8oPpC;>Ec^6dc!GmWuv2A^o0!U{k> z*4yZb&7(Q8AbvA^7%`yV6D@B_8rh^r*)7u(3#BTF{79pK@Q06VHBN$D<|^ zXp+ZRK&RbsIkymyp7CCQe7YxHd?s}wXRyA}$Ob|W?~j_L6NQr5(w|j${)v21vQ8Y_ z&@*H)d}ncXdF`aX_Q^{v{qio1QkR}a3CN!{Q@?czqx1pNwrw=Dkq5^L`0zF1_l14u zTW;|4g?{A+=nU^jep)iX_X7vXx`=Y}ihF@8ZX>y_{bQ)W9k)#Wq#2hzRCm_bELS){ z8OlMwlMPWh?=8!T!XEnPTd>>8kplRfRr>BMzq}N5b*-`a*v{$e+Dnf?I3+9Dw+>_9 zIsn`vNEDdB%s)XUVEV(g`1VG`AL#>BdjMpjm;@n{UtZ87Jtp2Dejz#o_BOu+RXxlo z5{Bp*9P7$IA>aE4sOb|6Y~VpwcLW~^mshk&;5}cl4O04ys4`wwgT7{UNicYP z?+Bj{GDyktjf`P1ZRS%RglD}?#3E<$y3l1hfX9sk5#C=UG;QTyRFctEk6<51x}I^Z zoEjwHjS%_d5mO4_?TrTsV;R09e9RF5Pn$>IcxIF@mv_fC|AK5seWLBCPqrN;;yV;? z5Wf(ey!xXhp(ZQqL&O^rKjBz~`*ZLWCfh-|DI|O__$2W9M$6wciST{YqRB1?EZ=ei z+EFIi$tO5~Zi9?{TLj&i8TQKHjlm63pJ+;yG!{K`MFn*_Vgdo-9iXF&Akr**sefUd zgm>8ZMqg@)@PdT5fd(ih1%P*CEWILhLug~fCxYiU6L=d8qNFQ>cLtApZx*w!qhF+& z^CY6zOTWm8OXh*%m)jug1VG1Dbg+8J1FaJXZixCM==_`lri3HmGpvQYozu}V+W@*F zbY#n6&lgB7ScFcckg)DH(K!R@YSGSEOkRFhJf9dMr z6aQwf#&j<6SqyOTBU@gsHpqiQ(2-IO32$IHGwgD+1&+PCXz0}i65f$;L+FL54Ajrz zqVRim_JV?52;32R6LeO6EF|AZcBm?h_~bSVrJZ z;3p^GLRDQ6K9dM8y=>n`s+^3?$vG&qiS&U)d_I6DblA{lu7XLvtQqO;xGhIdwz-k` z&1T7P)Y;Hw9|hSx@d;t~1Rr+4u4Hit3HPtvZ2+ zPau5_qhxqQ=Tx=?Nl_;fKT?-^#8KLfvzlu_d>R6HIdikuvn4vhAE)C``6MxC$&8Q4 zEmZK-F!WOk$>PMsuUoucE?H-jPNaf^4})jk&jJ&30`X2%V`&Hlru{50V)r_mlOzPAE3n)H5`63d0X{b(KG@>mpzOi8`G7d`uD^P-0oC~jUZ04-7{);2b1ejTyKPg? z0^mfOag0awhZF7e*r(Y>yGC0taEcH3022`elIKJu_?UYCxpx#F9OlHb0&6(^p0}oCpM7-VjM#ffWvmu-5 zNPH|QO|Rpaa8@d&>-j?CmKwpwVbkkYX4P^uu^M5P$QCMvCf)T`SNo2+f3 ziw~P2;`?m~^5>9F;MN*5%e5H(9$Hdqg|J^t`ar5QHf7W5J6Nk4!>8_h)6eCFi4WZa zd@3KwA51;-`f2Kw4}#7d%)!oq94vv4!-hCmU3^rXAe~JQi||M}>0xzvdRQ`4cW;|s z)|81qmLtcv6avrXK_{R78&sOKhRCN+1G0pU`XZRKle{@!DWe>8`0dUW#(E)2UqV)m5Po+k}#u%G%#Dn#O z(8+=v8{8dcDM+^dfbO1BkZAoOY_gunX2pVa_}B}vIdv>`QJ%xGEVTZacp|Usn|E__plM^2b9^{KttOndzk00b|?Y*!J6$0hI6%A;9V(+ly``q5I+)69^cJ^ z&dx`C)30s|c$2}jb1rW|gf3KO-UzZdf1S;_jD1>}3vG4cL%9pX5 zDaWBQy&+}h)w8~hO)sL?f<9gZ6yi=VLhuvf&*!d2zUb&lw$m$sO4-|p_%q8vq3@iB zI=)ZT+cQxB9jA1znX*7RWy?QN1D-w6Dw$OMmhX&WCo(q(z%qo-UGijk2!L*K*GuT+ zS6+}&sxvmmq&pI)Gn6gOzs$_WkJrm{BE(5%Rh{!+! zHwK>w9!J~3@+gkV3ib|^8nHwCgm~E9eZ%D|EX2kOV&j9sjlmZiTHma*6LmHNTmhX^ zhJoM>;ukT6(U9d_?rc@PgoFoLzL>lg+BM~I3is6I$|K>O0D2O1`X+Ks7tRUX0)}s5 z_h<+{8JzZYAAHmEFeCZSl;exRH-b+{{@Se&d`zgscMyEvS%nw^HwI^xlb%VloOj;3 zipm;RR716*Vh2R{NpLSFqO0r3)=SF*CWe^26Z4Cga+|1L1cl*-C(=vUFJ5aC(u zuA=;0dODb8Wbl0v;+f2ktziv)IYPqG4C;o^3sGrdi=-HGBZXT5I!aqKQlCZt0-lpo z|6Y!0=j7C%uf^OX?-L3To^z83A1@Fql(Q4)rAGcl5YHG-vq7TrNc~9QBjGtU~61z&T!gWUW#d-)9yLEk-XAU=U5@<)2_%;r0@f(}i% zPbPjd@dM7-;e<{vD+U*Nr?QZDBJh!L1u(5PT8%XmQa7B91ccgB~xH zNh`pcj<`5$h27~R{J!aH@VH+F@T|mKkeeaw*R7nU-_!$mUcT#{ZMSaptB8g=o44-> zKOr7=cN4>RTL|vR&|;F4zWQyLU>ii>d(la?eu${)xE1yx1rH%piUf z`s-#xKHcf?^EIx#(8oC7Z+b(zIiKSQenLF#?k0vA%lIfHwOB>?NMIXyaCJ|_M=txdDjrWGW_aLeq-vnM@#j|WkC83 z;YV4>7#5{tkj~65qlrF2_DM^8)r+VT@y9kNita`DdE~2a@=7DUJ*EcOEQ&XTAK~=t z(Bp?^{)yPzNN!p6fRo)54qoJ?bQHFTp3EV5Cvc1Pfk=nkovEhJH(q|BhVYxo&-n-V zr-McEH&N%Poxz97<{b(Q5~D@w(;Gk3>WT<&9pXpgWw_mNJv^4M$(XfO9 zp=x?W9N6KH0`ZmcnMj#q3^KH1FiUV|$B}B7uxfMcqgWcV%yH4Qw76P$H;_dWxsG$hCooMQI z;zH{&BOAdlR|B|Q-PFJM?*0TXy{h`A#)8ljj+1dhh@a*jH28_co_GFumg zzh}fio`t}7p!I_R5PkI!pmTj$C`fte(O{w2uJD{E`5#eG?jfDiiJMRf z8wXk$1)*nBY5I;2!3}X41dWE%l8Ag*T-T=7&;~L8M31~j@R4v5d5`dy17LX6+j`Jy zP;p0SBj|jM3G^N>2?2aUHD0rt;gKTS`mh4|tLo{k{+g7q?+xM&DgRn$5PY)EE=Ybe z{9x<{a|k^ibT0CwV&&g}(=>tSGo=n65_R^>k>I@{`tcKi8-p)KK3@g_{5ta0&_hS) ziO?IN%ST7`w9TcX1am}>9U5_GW^gN>JaZ(Sg+_J{6}bdqc-GrUYFR)5i8u@GM%)>J z$KG#)Z|kx7BjOE-k2J#s-%n?oUI_(B&k{NW--vS3e-L;@Y)(ZV5Pe#V&^a}90G!$7 zV5-kOh$Q~Li_|Ls?7-@UPYK$J-*D|MY6_QM{!Kz9Q}e=Fi=-G;i@Ev(#8-4ZPW)`) zbhzCf7<~37_;GVWg{C3l!d(=p>S- zx&;z6Bly@GvA2GDi%!%F1mo6QJUCIW7dlWcRI7vGC+zKF^f!U~TlY<`0!G+J6)<25 zS%s3oH!`%%EMY^t+;GwsWXHMZ1MrSC-^WnNzxOrrK_rU1=)P$j$yME_^cP4u0EncA z?`&Js*=k1Mo+J8$EI8NS=oL=q!B?;(0QtEjY&m5{x}~iLt)*K6bkZ#mI?mvmz{Ai2 zE^qu1_ng>ZWZRA``SJ!jR&cISkBUI>A-IL_psh!Q<*O*joCek1MN;v4WufKB=& z(%C?u5UuGXBx>rXx`>Ga@Elg1%vmVGK`H`^fcWJMUf*n*z79J|GmG%M6Z*ay5}*0a ziTH_>*%yMh!7QOy#)jEtH)aXlA%4Q%ZbW|!L}$k~i0o?sJojSA&m-ZE;2F*8>LpkP<92ijwmP~5Tb*5k0rC0$s-sJ= z)mcPnXU>D*b8FVwX&2C+kWQ@1K>Ttfe!uiD0GF!);QEq3ELD4fmp=AF8O;}n-0&1F zr#ArLPQZw?89`6d#mlmZXktsTd0gm91~6GjB`X@c3Z6Q6y+A&#YYu?4Z7~Z-vaxF( zfK+CYLWC8+K=97sh`Jd;Pu9^WH4NUREkY&E$GYr=l(LXg)=^5=uRk^T`y;=D8Vb(f zlfgHFXP~+R#}a|+2ycm(;m+U-ve`&{)D9tVXKW1WGAisKJfm-HsJt*X-kA8s;A~_k zBtO|S>2tjCdd+%-pA5gstscE(J%P7yQ=)Ey`t=9u9eVHxy!x#uG{3;Nr8gZJZ;Z}H z;`5!6ENBC-SA^z~)3XPpy0 zW}YbOflx7H@D8}7r2sTyo<_@R01^1Lsvvk_@LP@YE*1%IKzL41)BR9G=$&Y=OS|A; zj|QmZEHd;(9B_$gVQ7b@3(t9>qhneC*^CL&VcM-OJf;vpSA;&q8#s$d@b}I2($~Wp zFP#y-LVQQ~JY^odei^M7d_0#cM7%Tc3yR-J{3s0WjLm@T$7XnIh`zC*HP~BcY~m*Z zXXG8KezIxO_s29BbG|f)?-2iaMClUN&%CAWL*?NF<&J)^#Gx&n+HxZwccFPH-b5?CI$8Yh-Cv4r4 za~=Zup&5eDu_f~3b#Vbvxv}d8Z_{I6N!~}t#uB`bj(sJ8Zv>BBB_SW%N`OzVhVZDj z=>>`S?GQg9UZwvoIFXk-E>}s>Ki|f!hv_-KB7e7zj+FKdWq`FtYDmNdkBZK2$|04f zy4eOrRW9KZ)S3ykbiJNM;5R5v(^zpDc}O!)eM7na(bIKf595jON`z+)d{jyk*y3=a zL+fNd-)K-(hg7`}H26RQT*cAJ54|Xrk$^ihR9M4Uc?u(Sz>x4ogpY#IhR~-t9e4o^ z`k52oP}L4&RXYsTz5r+^YB6Y9Tch&6k!}Ut7%zz53|}k4$0M{GKjd>^EBcjjhvE(5 zoza<4{6^yAq(R`$*bF#UV>5i5H2{4x1oy(&IAi0B!P&@8NPbp?@9o1BwA-9NrmcwI z4By|%7vY`2FW*#5zLT^>>p5x*k#6y@Nr%_sh|47BBlH z8+|!{qOzF`?g`h)SB8%%)dyS20}o!4gYIU?FiF22GaTVN#5<$E+2D@cN)bzI%+eY$ z1&8>>@VV*I>8CfA;b%(<4HK|$u(xT+ZJ^3E1l}0jAbDmwXSs4v#%~~et_}cyT)v*O zwlyf8(eK^zNF#q5h~v-oH{{bmH}+|u8~QXr;2XhXyWUwO9KoOE+0fVm`e%J6n~MhV z9pVxFGqDDEuHXkT*6|#|IL;L;QsJ#qhmB ze207n8LpgE1?*l1fm^SH%z;m^eh!AOxBNjS;v|9CgwC0W1iu+Rr=m_jXW}GF1cI}% zI`a^SFATmAyf+5#41TMofqj>Te_w*5FP{u<3_cM&k2B=!XB=npE24g3e#GlH=0v

k=?8k!m&G4}U2lS1Nl^4dw85?JI>}+HwBtO|S>9)|U?SCj!#8-$P zw|Ydl5%{GPJweuJf!1%=M@6>}K=#!*DyiZGsKire1g``hV?*FRW7$!SH?uTNIr7I4 zdJ=Rleo-O{T;=(M$+|$9`3}V!#5rUWiNSEi7=Io;r5Z{?@&M6J0@<(uoY$n8SL}xHVJ1dW# zu|E8bgBp+Fa1eeRyzHSS!lzdN_)sOm=S*>j`wCEYGJcVrg5@uA_3GYGfmjd{T_#|1 zzFD(79stiT*2vd1QZ$61jS-&+Zhpf-1Rr{W&TcOV6(hnkdJp6-Uqtvu1GUra;=c8YU%Fd3e+3R=qvw;fhz*zPq z{oFbH27H#Tm2_IbR}|)2!flyeG9bLOE`9A6$Y!wXOMgy(jc14!Z+foXww{F{PEv%n z5p?)l1YZGHSMtl@!u$(sk!Lvz6)gb7M?tdZJ^1qX#l;E_p=t<3<73@$z4#C-g|JX1 z1frHrsEksGnUB(l8b^5>fCyiV46&C{EATC&c7zs(=#Hm2?;L~s_s4*XwqjxtA2hd5&(Z#3XNbuWkrry(7th16Z!|`}I}+Z|h+gQ*;(4lG zq#&|4RuFE#CJ}FO2MWYnrFhiaxH7MDYORQY*3q*PbbgPi>??9@EMldy56J}Xkj-S` zHxnNrAC(n}A#@_Ji@=%c4U#uw_}Lgfii8pTE~vX3Sz4^agiWl(M0~AKd}rb*d*+OL z-HeXC^cuA3D~;uesK!F}2tGbZS3`Ls2)r@4LGlyfW6uZZ9IFT7YlZj*@e|Q6Bi35g zE_eO`vdh8}>lBz+r@+KI1t!)hEU^xFeO*~^)Bhp7LHuI$s|dgEPh3y^b+GaUhwJGn z-GS^lK@-{6%tP=MaBzeM!ei}r;`0WBF9N^3#;HfX)ElnrFJv_)da0Lw$Jxo=%Qrbx z0CX>;ld+;Acw=xw)F(ivm2Y6T3|q{6W$iqCOFqF|}!Nd-By) zBG-8a)G%HZq1%m?)|539-Sn*ftCP?~KqZ0)5qu-~MAT;m==f+1sKiHFAl#U6cOrZa zBzzGij(SrO!&4S9^U(@}6P=GX2=lg(>`l;}b+aR15f6vJ@LNMe6wii;bVuCHk?God z{%gY5KwKhhQ-a@1#g^Bsak;s@!B^Aq0@Y};lHW#8o(MdO;%z-jzz#hU>n7 z?EYabdSOYulGZ|#DC%^fx>&?oqE;cP0p>{dL}=K}jeN`HEcAQDh!5GFL}hJ#jf?T= z;6X*aNfsrKn@1C0NNlo8=zw-yZ6t5`jc!osdTne3?*wksh!*1x7xc8xgO*=wkdBUW zGau@g)f`bd0UJSYg0_ZKZXNa0NI&ChV|SErRi74pRU~{*AUqy-=uRu%b`aSUSb4nc zAhP#u3i7(+;5WQHMtTK7Wj^pFet_(AvA6=?5(ieSqboZAIvr=%xo8 z0iCp)iFm|nKz1Y(Cc^K2${BJB;S#C&fIA#ScpMLq@P**k5SLAadxKnzaB)Lin7w#& z!ezZ@=uo480NmfkD28m45$$iZm_7#?dge;&AUV$>%ssWDW{U8EWE(=WZu%7A@2@My zo+8Vi)fWOgA`)e&65Gm; zF*PAurxm2=(STDvGe?NW9ZWj=x3X#pKT%O9gR_bj?oJTHlp)*6AjRY zn8cSGUA7M-+X#9VGMxFDM<>2bL%$DMAoM;K{o25X_?CEim)N2BMa26!Y<_?YtU!Do zDhZoIeyKafa>x(;bxPoeD!wv!BX;A~2|Nx_K)5>_*4t|IO#?DwE2pnrudPDZ#OFuA zCO6&$ZikJ?K2Pf84OC%xyUnue-+l&oVs$I0>t8JincdjP&U=QN`c<@&&c>A_8>&HO zp)Dpp)-)vEkOwKA9nf#FSN@G08XpUrUi~o_HY9!#@wu=SmgpCVk6;ZZ{$}rBX$$!a zEN#X0m9sMVQRV8RBl8+a_BS5;6%;3AqRTU#hvZBI% zyXplBIzlrlW(?i{m)v7jU@is0YiH6Yp#k6y0^^^>E;?t6b3} z{WZ)XgYe<65gyWaD1IaHR;f?H$cBhn7wbM*+k>Fy)&1{Oago>|)Y z?jV~&?h%Q0Vyy(?Ya?TuODmB+V!>3uQfxb0P2P_6#m!23>*NN2)l#+=AFX0p91{|*ma{U2xzxyeBXCEXpFEGPQ zYA6p-tSf}dL{#iO{BpT%A1_c5o1hn>GAn^+I!0ONnHF@sO#N_qrgK~j%IO$`y6MFj zQohV5ZN18w1?-0F2^=rD+F9g{`WdFKDrO(F{Czoy%TFW*u-;512@<)4R;GRj9$Y5M zJ3C2gSQ+f=V_8&Ji-}GOQD+id^r!Rz77T>%fhU=2!HDJxGxY~MEj6!8HwNE`Oe``$ zx@A{EQqf~Ha=mi|HwIsX`m6w*OA@e{T$E;fJ&>zXT<|{isuaQ9KwjQ?N~)_%QuLKn zjR=EmU{MPBQ?GA@bbpUk*K1@PxE#Hiy&WKLvFx*Ze1LR4e_=a+p}%klxSof_Abuh` z*C9OMa-HJM*hJkKAl?(*^d}1h-Y4R27Zz}j7Yl$*R=nto9NY=K7u44*#Dee*;*HUt z2yRC?WIVs+M8yPXJl*bSDRc>M+(X1sm_@OYp`W>t^8K25GY5{v%z7Yi)nD4kk8 zgjD!O;&UYg_*|>>1bMku0eGxcgiWsy-yq%?{Yl{I?Sst#-kyke*4a6TrKPtA;?vtB zItSlXIJ30HreV5cBEBQ>xvYUCYY~rHz@qj3HM`|_>Ept|vw}vXpLuJn!YC2Hk@#cChH6a!I$;J(d}rd9D*jF^7ZZ_ei*{49vhq~ZrrPA)$>n_PW#>HV!sV)Y2$kR?Qn@Iob- z7IFxCp~5zc6}DNV*q1z8qnC~fPXY8kMC4CMavax4xI8HmEhj8I@TwO}J8<#C+DAvl z?5sezl|x<6&0i7z+&fK_TpFmdbx5Zp?VM|;i4F<`J{kN&mHPgK=qB#n5&lf6uGdCD z^v7g$tTFl4As$Wgh%YCDJDKS$N6PWBi9^e;3_v$-%yitC*YQ<}?tMWz3yqa8G;i~K z43ydLd8MDfjnPq8pL=6arF*mjw@k4=b<7e zO9!&;XoVd818ypO0qU{LS5}lxAEH>~3EELVJL_i-k=)HmY|EOL!jci?n=4&nfO8n9iTj?fdJ zJ5ypm(@2L8!ets0jyn3DbVJ-GfD`~PJr_Z26Z9ufK^Q!`j_Ec);gfoZH`(3l!qbBe z62w%=D?p@|oSgClmYkb}i!=Bn@OT(w$XxUc{dFL;y+C&UIS6`{7br}!7LmOT$hO!# zHS_@dz=wKeP#Y<9OVAym4G}lgPw&Yb#F`SFPohNciwJi({>O0jy;fy#W?geJ_-15g z1|+K6L}p*hf$%;W8Kk&R&^;gHKB@SM)z1NCS`dYUbqUamD?&Fwq@zCe{?bG4dn!aP zT^7Lrayj%hKqvEg(n6I{k-papz6V+;n*)L~F8c+a0s$%+-2pCSh;4;afsa1`8tL$D ziJI(fMD}KexF^#1Mg!DKL9U_@H{`2;+3%|oDvnIc&w$FS;jt|cAQc~BmbzL^vJ(R6 zP_`bru*P|et-n!W=>dT7aG&J4KNG$Y+8LFJ;H!fXN`E+!UjbCYY3XV?#!|sU5I{T! zNPf#+3Yin>`1OA7$+%QBKf`@0TyC#2jbaW)N1k5MW z${ax9a}m+;c~_Th7Xm0e@?R1zXE?#O8K5smJ}0VgHd(|Mf;*y4hA6(*PCW*vE;69r z3WGNSk5vVzWp#u`*0P8t`aLV;xTggii`zyjcVy@8mBF1*_eHcg$>?_^J3cc4CH9Gy zq4@ktxEMlD#C)m4|6a&hf|;qGRB}a>Ph_zm>fk|m-?Yh^r5_|?>Vw1wi)b*XzMdu_ zX1-25CO&u;P(>ZSztfj0$GT0s;d)S40k1;aeB;IR-*2-A>o0+?!r+y`k>SJ( zNuv6btpSL??NYrL-Ofg8cPM{}^gmpELpkjd--z>;!%8+oFT_2S0`PYC6*-V5Zza-y zG~jQJZW{3)fcz%#eh(DcPZV`OamJ~DCjt%Pd*T~erV2{P$MEIWj-2BN!8?O5Mt&5e z`;65pdS&>r7AwG_8*N25@G_dlUF@W|$de1;npP;8u`oGAt{|gZzC6fBQ?2 zy$ZoMg3rRpPj#XF*d)mB4$e4rlr@at&%&lZ$;ojd;upkkhR>y~ld4z%etdm@A>Z9m zN*f|ReK&wN26qOZ41TMo5#K7|Kjzeu%T4 ztI1-=q{WU&3m%gQ-jQK?dpk8Xr8|L7UFnA}X(Bz%MdmB>a?}@o?R+12S zA$v>2BzWWQ z?(P!Y-Q5~@cISQ9TIbt)SDjO*YE)PM>1r8sjB(BTxu4m`7tY9VXJ{f{^qoFIgTMC% z{V|@3p>w%wNV?Ao2g(Mg>Y)gsWF>*%*^YJ56N<-z$=NsL9)*mr?Nm~)>nLiy%{AiX z8j!Z(cUZRE!`zLw20~c-q&UJ+ z#vLw9h)6eP>XEBVm6A5WN`GaMtVLY9ONbGqq7wk!s;|a%oeB40Mf$#N_1&d<))$of z%vr2v3Ti_Nnupd$-;0ySdfykXjmsNrt*yC={+R1L+q4gcPOgejqP*Q1Wl^Q0HFZ>w zr6BouSn2ZE1bH46D(V&Z=aU^ac$8pl&2M8-Ucl;Zt^%24YD`m?&-0~->8i9GN{={= zcu7;&<#Up~F@369l?*n8JK1u`A+gQrGrYUoDcNk*%~*IV6qus`$(xh^eFwIP>j$(B zq!*omu=_$XnBEo|aE`9bTxZKF#DX|uUNot-HG8T?@>ff>Yh0M`%RSF|hrf=BbAC&} zw!VW6Xd~xm5ESp#mTqnkO<>$qm$aVa;F_Fe%YWE4)}e8XkZTY<5%Wz|I2e`bFIsg9 zN_Y~prVDucj&L~z+dDAT0~pCSNFxnBLo|*#;VcfMyca{2dS*q8HEzTVz- zVY#p0b;RhYeW>K~dIrSEsJ-eCG0!I@*4j6$DUOyc{xIJKJ#^Q#GycsvptdFQgNtu>d%5L29%IJ7DP_Ee|&S;Et&7PfjHiXEgat?|i+)UO-vdYpil+ zRBt|K#QE(sXZR{t)_gjcp>!A6_FoTMj$#6k;z#0cP;gH2?TJqj%Vd3yKc=E=wUKfVZfTHNCXr4e)1;a_x6QfY;#lm`r z0Shwiy?yqr)5R+5`6D=gwFPHVE}2y?668*BdO?qZm|ESatW`lXRJr{_=TB`HQ? z5jD+gXX&nKs5T@|)gYNx!gr6-!3CI{z-Ig)*B}{rQiVTfN5(C8Ae%Ubr1~#w)A=3k z9lr1fR)6f6qo4yIGOCmh&NWf!@UCFk#ZV9%9AEymRgv_?a`O&J9YT1A?m!Q8w6S8b zNdJ&&>{POpyLAmzGv$W|9K%{d52UOPt1#id*sE}vuc?ZlorF(~`LkS5ZjW(}TS(B%>6B^*`AU16kg?sRRAo!qSC|oEacamed7t5k&Z@^rqUg ziM%pW7H1nlF`+NgTTUKOi)l!Y%(bZHX%V{sqD;kM?Df!wNn8-wU6o(U_a$T!T=01_ zfVDs&@{wB+B^2u#gL`2u$U3%~O(gC(m4vpHX7jJVj5x4RXe?ad(NPW{?iOU)`v*yA zuNQ7o)rjhTbM0CcIkRo;>RUPYp5xD!Qo?{S?1gjEV=eB>!eIOL(%^ zQ7!MH8=qu0-phqSBg&Z_ysyBRaIk<*;EWbTEGly5qFDAr*)A*_srTXyJVET-mLYef zUPaCFHGPX!zbx~GLq%ONK;((G7Ep;niZL#&P(c8KP9opjr}@BA?kT^Ihur*{g6P*TrH$M#u|#evBwONER-kOm z?i+j`DSPbXSbo>Yt#;3TEOa()d|CK?A|{KNzW~{r`7E0f8s_HAH%n}gSokEQ$z;1k zO@&U$5=TbFGYStM78P9>vFpCCv1?4iEQfh|$8)o=W9($nsyb^#W-MPq)t1JiJKi;9`+61?=#94OeM3p?nzuF(6sdV&cL*V8vhnun&?1a{<7d$0gX=T1Vx;CE2McqPNPIXn3l%8Q^Zkh33J}yM@DPK zZ?4ROJ2Vy&yxN7^iUFnpQ})mV2nJS=i0qhoi9Mc4c?S1lHB!05O{6*Cfbqi``Zwfw zh!;>InKN*XV1M~nN_qb^yJ8;N!F8~R`(Dozd9yci-IonvfGBamBnm%G(YFM9xlB?x z8o7AKn7fEQ%y#VNS>iMBw~}{D{d=DZ%{5(ll{i6FBmN{J6WM9dgMgK&Bh#Plrq|pT z_|Ja=_cE^{X8{*%nUkp>^74_zz|Zg6810YM4dWCcp!1 zja{b^0aX2(-eZB)ajLU}A5|oJVO*-LaV2JV zPndtNNre9hmZUl7L7Qv3YlTdwVkfR&OQ8Q@?-xPhK9SI~eo6yQ{OwrSYmTY&A$6k9 zMwhejRX6sYfV9!G*xeRZ^ ziDn8vEjr5F-b}@Bjw?tFpfbhE8n(*qxn`bfAkb<4cW5CPhfK?kIb*rf#&}Q+Y!A-s zK0b%L7*x-nna@JWmj)0M@J%;=B0XTE)|4Cb%#P#eLLn$%6X<)?_;DfEka?-0h*wR3 z-6l?W?xvzDtQVm3W?X|MD-#>qA!x8le?i4N*xBo0`SS`-&V3y#t{&;pIx_`yW?g(v z)kd>q%yH4)CHD9M34PC>t=dd4rL5hlE5MHSMkYegIv`r3!>?p~%$sgyMzGT1b7DI0 z#7HO{rnFK*+)N@UXq%nl2xV#q#=$1fUe)#X>+KajR#>8xSfCfKc9@&2C)@UF+?v9% z1!F!d0F~kW86)%(O0pfeSLWPw&xMuk%P4f_Q);8mD0CM|AmkDg@>1HUf*|hO(yVy{ z&@6Q43$jw1_01zU{f{)l&bX$=ESFu^m!mRst_`geJ38;cLyGUA&CvJB(#6*LxvBBY zxY!j$pW<+7U8_C&e>IK?*)C%f(m2`L8ivIoa|X455cm*PqPK*;DMoS?8K`3mFkabH z273cE#8wAkmd0|(TxjM=SqMZBtF8{seb=<&0{OZ`SY4l+%baT~E_jD-i-7WG4^D_g z6ODS*Q#S1UixM|pR9_VciPaO7M=3utF3-H@E9o8C=fvuqMgokR=!y#TZLQp_&}MbB z76c7DY0leK8H%{Q?EeyHR}#%lR$x>@jo1_Fyn4&UaPl z(%w=m%c9BXF*7x(Hi$Qzqc*SqT`==!%PVUK;uufKh<=ff>^BkR>zrR07|6{rEibX9 ziRh8<8-UiqB?eqfZgmbvNKNlBj*T^pP;m=yo z#04w2%5%PIx;^((!kDos+~>ePL+_md1?ZZB5oX zWGqrmeDm|mzDfthzyO5bNnTgcQ`t29nodurZ@XzI7}QHQ-YDDfoYEaSaW>!E>}xHKnD70EBkZ-_R= zfT;}uLDPw4Ugrhd`hE5gTqvnrvpH-a5tTm1R&{u}rP8T?3j(4#x|Ej#2ed|rs@sbi zOs<3j3_{6g9gc$(-mN*Bys$ANm~oN_asY7A=QQLW{dV}i{td5nvQp;@bAiUrkPSC6|4Dp;i3bL!2zM)bB6e8Dp6zae z?*_MABn@m5pUEe#B;&0H6O$(Rh;wHuntHhdpR^$tts%2eusM&$gVH9Pjcw3 zLhW74C1EJGZ7v{T8T-|ngN#kHKFhb>Io#2E794Ilp}Z`|!t;_w+B(Zr`FoNed1BlB zpjKOFd+ z;IfBl8+3ZbipN-mWzEYmg}T1a7R3JZxIjp0*r`TS(*qBmH4T8=Y5~Q~Id63!K-Vd6 zcbIt{glBHNM|U6;96Lh|ImsyoRdK4c%tO}1?x0iMGOz)30Tjd;BLi}}IzXNIJBW7~Rw^k_?L$`QO7XIr< z&Nx_kksR9Q;l2~U19_-2RM8ux56z*{TOl7_eJ*0JHZ=`)Wsl)VKOZINuSQA+o#fIL z&vMW)&WZ=QnL+Hkk&ko-4sJ8oz3EiC!E6ZYNaS9!5^J6t;=6-RC*`w>`s3-FyyR4?y5w7g3}}d);U;GSSeLl`;%tbXI2WA>l|;*&vB2H6YhZ9zm-9^711RY)U{k53g$qo)Qg@*Fc`I?$d)^Yir zOYD6mk3<-RQGLN$ne^=kViXbOV+9wn+W#zPty_qCCc&{W#sb@efIKGX6q-(zwbJ@uCg`B@~ zZ`T9yg!DJ8@Y1P10{{7e@E=%AKR3?Lr==Z_vR;PJ{lE1^1=-1>3!fG%v&O~X)`l*V zLXs-=97Cat1)c_E6gk8mjjdXg%(hfZJPJs|IlfBvu~t5tfc&`ZdOYJ=(Ia$7u|Fiz zOaFEMOWxhU+{t8SSiv~E>rVW+Xhv!m6D{Lp{pC>9TVIN^9FC^(xqYz?;CG_wk7D*+ z>NffAvJNyx8}G&<0Pk*k4l#f*3j)OJEAnIucxVODcM*p$WF8OAg07zpr0(gu2gJz8 zLYsJk&XE3urgAi{Uu3mo$Q?PlAP4A$4uhEi-q>x%dxWdnr2z>dBmr!u&@EV3OTmzf z3tk_$471|(NQd-f>xoL-5g3e;-#@qUkMMAhhu#(spZB_Rk&zvg;?~WF85b|O&S1T>dFJ$Ar5<9Sy>20J{^f*goHbSqBshojAyW@PX}lM| zkZxp_JwTptfP(JbhLYI$^|9g$fcTC7>w)<=bg^fVgYcshK|u6$xS}AFgZc~8lH7>p zqhd5tLv#>d5U-R8FM>W&J4zrI&zS^X4SE*6*nn$jCRrAt_@labvmR~=s4w%6taTF1SN|Ije( zJ*Y&quN-(?b_@aQU*I~1785S1vivij5#;#-wL&kX>2zi47DmLrMEEm2jco*u=J-C9 zFU^$DyJg;ismP`3p{ytd-oKdBvV{1H&77RT#IYw@E~%9WkTW^O-bt?emVI(n84wRZ z2`AJ#-CG+($Y#hsQ^;X3{Gi)fIm%8lJPO#D4ZXmSOIkpL~YecWpyjWj5C_(^|m%Nrb{+YMY&8(z$fCa`re3qIa8zwY@qx ztB_GV^HT(^lF_aa2PuG($V}EICwZ|vb9_NXc*o}PF+URZ29IrZqqdWtG&bZ9HlTZK zI58A|_$n?uq9P~W4SO)dSxpz4w>9l&tStNVmiVlu5=oGwr<1;aipsF;Jk-=j6u1x= zdt#;U9RPR8=U`2w+qxP zw`|$P@`A|5SEyXegU4(vR?JNL?4Pse-POHT(f7_2(&JLjGs7)&B&zOsH4)P#5aHx> zL)HCV#q(MFKKr3D-PEW}TseIV(pjE=Y}*-wG227J+_g9Eoj#iIE*!*B=~f}WguH-m zLo3X+_c3%MtLlmIn;l6 z>p~E08r*ekE)m&hv=}UlEPF*o2Opk8wC zaMUi}c&Ercf2V*xz1%gq&^)RuA*@{ug914RP?pghR;)*~H~BuH?8MZBzp)E5>@$bt zcav#qubgGCZZ{GFHO05}#&tWe5UdP!kO~CkUnK6WVbOO+sSx$*y9#=eMoYS zc!J~)&A?W&z{9ZUEzDb6&tjVVw?=sS7G6;|BD!^NkT#m8>}&gPbI*X>84HeB8b-F$ z+qrn!DvJ%fmWXdTX&=I(xLaYt(a*8#pMToQP8aPe*yn)TlcT7#T}BdXv|sgbA&>KB zWN5a~iK6Nd&DyO=8xvk1?qzJR1jH$O`!z%`P^q7;!mL7c0$h}q)lrIa1v9%5Anzu; ztGE#Ya-uhNhn=sv18cN_;8O%-=;DcG<4u_Dg;AZIPENF_`=RD*_Spy;K_&QF8J2GtTAI;RIF@)Ht`97tPrn69fV(DeG$8NeA zjS5!TEN^jL&*~!sgV+}65DMuU=S2SyiRTA`om1EdNrvz(z6ojNniI&&;3$~^6 zk$6UNQ@%v{1%4Km*t_pp>&#p89eUbrouS#n^df=PInwn`(>d~&=489M{VW35%OgLi z$jFnp9rGwE7#aWErVx#|&Hgp8>PihWNqg-mZYULE0GHe@jjj&PkAtVPyK&9Wp0vB^ zzEeqmlOW(5^JEzxbRe*Pp)P|lZrVaKfz9NpPu$ zS*GLh&CTVzUn*b&<5c7p!~R=CmrHQeoi*D=F)NyF1@zfbtm0KU>zx=S!p$@Epknm( z&K<|BxN<&egO*qn*jduc{}^Dr>Pxcj(hZaRXVbh#(qV1>5aH}jS-v6faON@Jv-icW z0&-wC@OgRtZI|Nh_3rH^5%{TWHov4oo zn`F+b9i?Q>V@|dnJ2?Su^_2d!(N+u!yL^aFuufBoddjMb4(b2hTdu2lx){?^CtAPs z&5A9i%ub8LJ+b6yv6154^d}LXN6DOB4c!vMbm3XYSH_zCy@!R9)20Un7T&Zgwfj<~ zs22zUaF@>{!oPT0(`xS<9s63YZfCh9aGA~rpFb9qtBv=+&X{9H)d}%{1nTs#GuzMW zUz*BhLwMg-=Hkb~ql|n6gCs`5qiBZt zp+rT`Umo`Hm41z%>kTV)jNiU{&;LfX+7W+d#^3RL+}8dwP!`4Jb^F%-dKuI4Iu3jS zzV6z+-9nx}0bd5-pZ6~tY40^9j@(3jA5*TnE+4Cacia1&g)ta99ZL-zkC3;r1M05F zEv>(3bU@CN^(;PJ)_-c~h_(aP*#U3tfa&Y6&FwEPKr6ysL52Fq(~8q&XzQ1!j1Ioi z+cp!Px8IA;xAS&4v+c9$Z*%pJ4fV4fb!D$*HaB)QB|t0f7wzSv^(D18*LSye`MpIcpG>K`WR$(L^T>s85@jwH3O_Y>QExNi&k!87JcQLi)n z8Sl>5yh&lQZGg7RyIEx-wRIu&uM-5kx5wC2TBlXB6n|6gX}zjcR=1M=$ggZ{gxd?V%{Ke{Px_j zE%)@zC*_hA6Rh2o>8PH2-vsFOwmh4!93Z=;XPh?{bX)HD)a3axL8^IMVe|$|IDV_7 z)BnxMJEfM_*DhK;V$vJr`Sw_TS+ttX@P#o$0JNt>YGhBbk!Za9RMW0_6{8fs7;`Zq zyr_j~4|(my?F=c!_p(K^zDVoWT%xN1*Uy}ox<`x8njFv>8BO}A3bk)@CyC_aiQyVG zBTAw=2o^3cmpx?sB!5D7*?{&eV|(WfINSSa$V|X{@I&HAUN76}6{hT5Oa{>7?Kmcz zTCws*Nh{o-XHL|L(Q#U|VVUssCF1t>d3A6~m;Tx9hj86pPVjo_h>_Eigy*fZ_hb(J^L^V(j*{f*!F@N(n5d>c zwRZsq`Dux0i{Gn<)O0&&=``Z@(iS*zz7MQ#TdW<|0-E3Mn|l2g_LT%Oyi_>|MM?q5 zpG80}_xRogsNSHX(}(! zveT8j?ODfLsvSJ-y)3SEp%0Jd5{q=uxif1_{{6yQ%?nsxH-=_)?%1Nr9f#caxN24L zX*%}_|1E3arZzMIk*D1H4QwofN%n}-UZXy4nWkUpAX4&AuufwBDe8OpL9kD#l@_Cw zrbNE6aL^NaX6E)Vku`pifpAuHQ88+`Ygde)M{s&mizCWSe^pTSH$NGDk?Wfj!gT|? z&xt+fh;tORoYgNLI8g(tugJFB7`ZQHO=eeS?oZimA`LMw(odexW&_@~^-t(;=iyc3 z+KEvOpxOId2UxE2nyxZ|S z6qZXYTuYyRSyU2NeqHo{dYF@Ot3-QDcz@~j6tXlDk1uR3XnP|<;`w07?JIO><*gSj zsjKuyI8}6gua<4;*vZQ@(8qpYJNb`$jYUT7>&yx$^|+03ygIJ~+Re`wU-`2rQXmr-@;%#x z&RB4s4~f9WlG_oQ*vD7ydZ85b5qX3jynW!lSl_kWoels<_VG$r<*@+Vnk!sCKmA&( z^&I{-u`sPW7Qn@1dF7ILg#SOv`LfBo_9spg;9)_R^u3Nv7m2WB zWAecYh@D1QfGfX0!@a4wKghUy=)F*E)EHY%D(Tm_^1iv>Ki{p0beK1=Ee%|WE@z}# z@d9t5I=ElECPeLI0y0IJEx_qV$hP{OBTg-4Y)e4GH`B8WQFQ6}@dCE;m_M&8){D>b z-oE0Hc&@qsaz8-Wx;}bPBz$s| zBUrNY>$DHP_2w%U(pvIwDRU`|!8n&6s4s5npra2rD&FGPy7n9ehMY8tLYzq_;UZgt zr|8**;)#w~gs^Qq<0N;3iNbBt>V2hF6DrFZpf2BsUa-F>42bDU}I~Amu8D}W6a*Dk^F82 zIrLf^vG0phwPD(L6sDnkcHxKaEF#jxVBE8J3)8pJpKciWWwq=TBR0|qpkc$#3g2-X z6=zQ9GDgA>uJm%xC0o#XPiUCs#%;7ZA^>27G;)OzBV0@gnDk&~h?$^tZ~kaYEmy(@ zmfru`KG{;#Kr>TmWWVgaG656|J0eF1*ytif&b#)y5eTkMO`50>Mq4Ovz8ebdXmR&4 z0|ys~hAAn)7NF_CYlF8o7Q1o+5m)NR(cHS~VdQU>e5NLNX})4b*D_YQ8-v$KTlw!D z9(0|a)ZaPSDyb90*&FhsnD*7=xVz$o?6$b_^2mOda@XMzE*IfADP21bCwX5(lM#Kd z=#|Y7z`85JhUj_O>Ja0-IIZn0Jq9??#e)el>z8IzIUifPR!BA0L~LYF^Eh>mUHd4D zrFi`r$ze}M(Qn6{njb#);sa?7hrI_fDS`ipj{S2WFei0`h>YMSnMI-%g+2ml42?eM zNt&>cs2gMy0Fo?~5|K3jOf#na`U^*DSR-#4)Pqa7Kfw~})Lml#$vl9oCv4Mw#fd(1 z+KvoQa&;u!UUOFlTndZ-%({~B2?Q~_yhad`D22~FS?zSG`_q1 zEscZ(3gfoX*_xyiai8r8t(6Y;HV#A2=_cu81a)OhHq!{|b85EESwU->LYs$}TaT`J z2F{a_bFtz=l;vzu60L&nIW|0Hzc-i{RQ&9^n9yywsNpx|NN8X`whC?yb-`{=Ly~i4 z&J$ArXJ^iW04;Jtht)-;vrE3sq2Fsn%whR~WQMWyASG1S*4t_k&wLDp7*s$! z|C{L`C0Lw)l8wqaCc#b7ZwM^a12gE37rnTkNJJ3TldYVbBdq?mv3_9c6Nmro?$g+u{9)kuE zoec=P!EnCJL37l~lBSIxf8YzNsHLUHi{JjboNGSc3#xZhDOMU1nEL6YMY~_yIi57? zEXyOwm5+k*C#jpkp^F70YBGxhz%7%{!5I}dZs-Sl&Pb5cL#+ohdS5(;rtagkLjA5A z1C4V_J-Q}B@H>^+LMoMdYd9>x5qT`&6gi!Uf?4tYa#kus4s^(ANf2$p(Z%x<8|Vf; zOz)!?d9ldtnj(;0*6nA#C#R!f*CP`WblHbb&4LlCrV+$+^uFr}OAj4y125Ab( zW2})rH$InpG^Dr{g(bj3@)4j3K4Q=#>-+woDVVwrz>^6w+Z@7}qU7f!!nRc0{>G<`bX00d!>PE(o|yZE*F)XooqTB)=RV_fX=ARVXMTzYehf+ zyinZYLlt`n=)SbL2cCUXE}j(E%xLTKCqFYzV$;q&{r43*O4GSd*2>Pz;nvE=5!Bjv zO%k#*X`a!u4tJfOT*qPuX}^v;EL?tgADU2T26oQ5XV$jqSHM{N@l66(hnN*@e;f4l zi=d4>ngg%3R4!4~7B53pnjH^&yxT#Yl$gf=fNu^~&cv! z%^r^C*k`8M$L$)@KgR8vU$w1?R;h7<5wZHciYDUPbpE|eR}R;_H2Yw#3KQ0RvlA`(S` z4T(+9BZr(KW&5X3HgIiI0X?dfWl*kSGsRgpGP#tb7TemEVmh9I_xIUkz43t*iR(NK zz&v83G6SsPBkJxNds?WC%AfW~PQ)k?^s>o24Dpx2^qS&GvMnx}Qa)o*0%-)v<{(V{mzcauZ;gF%Kb&kZYuUnfD58YVz+1bjEG^Rl0YvewZXVCz2fc_r9ORn={H5;9*?rAfO3_0Qa>Sz>%||h!7PC0GqLM8}-KB8T(uB9eX(HT} z<2coz8l&YsBFvEl*#|@aO`h~*O=?bI1guaPba}vOmoBLgm~)e%UHjbwKc;hN=WM8& zq9P8w$gX%RYa>}~!a##fHzlRdA@|m5S4kk@8ZQ?q{BlBheICWTB@e(?to-U7a9VMjY3J`ya5FEynO%}3qukMZYCXDv( zvXUeY-YgATR6?u>f@alDHKBvdEY{DdM%Y6QH0{eXw%pfSf};Szn*n@6{dztuUHs2b zqcB?A5f^707Crv@3$D|2nsa}9Q)9i3IH4+KknfPkzt`x7?HP{L&e@>lfPxs8d`_( zsNWxJ3a!$yj%7(>@B2kKEk}hq`3d$!ZF)kcmY-hD0MQ4<>PYfz`x?I{d{rHOyg*1R zl(U%c1l8Y}e9-PXBn)s0g`+=&LBLr}>>ACftCT=2WJl2n!JS50f24eeOu@ZJY(dM9 znosj?ql@}fKx34vCJDSpHLd}Du;j2ty%bDFWZYLlYDVbRZOBj4v-^u4)CZm33n$xE z&kEPy*Q_hEGu2|lAapG1M|03#iabC&jIQJXDYyXR0?u8v{{)IL2vG3mrP>_kW!V67 zDbti${_@1q|M0|JAvnr~oyyb&dsCGk2g+XSBY$riTHe)^az0>qrg?J+NAgmW|5Ez= zLl+$A7yDD(&M)@v9Q&)($==GEW@d$GX<7(o*nVrCo!F7;Y&H>EWmxNj?pNQzfl80t zinthUJcv>ZTC_RNSEw%i+ihE20dnWLG)OPq?}Hj6rC4bo!^{4wFn5h#{)>T`ZciM+#fi+D)x%L+x_v(+s{~l-H%3;_enw0+r4L;0YYc(ys4DPi~O|*fL z{~(~A2DfmFK)9)c7(GXqZl!QzY9OH=9a*2-XD;%6{Pu5Fb(iETYH75e+=t`uYd2i+ zR6yAVOyor8HGyu3c8xX_Xl9UP(JxPZmRxq06X(x)?A=<$R>B}BvK!cS`*XUULtw-i znHLv<71JFC=!LX zeOFO?AZ^jvkr~D#St=g3ef3&clC8a`wB{;G#{q2O1v@!g1=l%~!_y9x$QhJ~j_7+@ z@AFTYVIVd9B@P2QKiGfjjG4wbl7>}@n|?Mm{-~ZTj_KVTAb>uY>3oq5U??>GgLHIP z6TK`tYnG$7I_npDnYDS}w_J63DQjng(8*6~`%cmI+*_@?s`*fiT7A3#P$Pc`fpi)! z`41zIwniGP5XVZ4*BRV|7<6RT8STgc6@U*lNm3J%HI9F?rf_26rJrB@t5Kg)=LeI( z$3*tngLbrh!LlFt0I?s+TL2x>cR7+q&gPNwM#k@GC?=s0*S;~!gh;n~9NatVhgc1e zH-rX5u>IehDQXN7-~JxPuh{ZaGz_RQ@Uo{z#B3a;Y}nNHt~HwhLa80JTjNB3oS}m> zNAJi?k8zg8m{eW!&S7_$({ z4w-wfh(YvbE}B}T5pwOM;MIJ`lB~WkKbH~rW@T>zL?Zp<&rr@X;cVR{fgzB5ZT>X* zCttQ`>Uu4txo%U~LB5+f5;`)RiE&%*)B;7IG?j+aP@TBOx%U_my*zvZuOAiv<_is0 z3q2}2Ym$SzIx7x6%G!MA8(aa=#!fC;e7st9wbPjN9sx-@@vCvJJk{51P~UXaR*iLC z7{7o!p`wSPy$NLJ0Lhq}4}YJZq50*{_qu9L%HC=YU0xsKFMRZ(i+35F<=6b3UQK~B4*exPY{;}D0~8<>RBWy6&fJ)!G?df!@}(A`WHRM)vlO% z;vD^8yT1wn!ewQ_2Mic3YNy^A43SWYfIXVg_uRqhvyyraImXUAJ=p6On0V6lrwa$W zVwfPlvoJP66**_@G2h&XW(w*zAo$?M56aY{s^uH(HZsq3sd3Lvtr4TjoW z?V1jT?WjEcXEZ_jj)P4T%-Wor82Dr+Wug8;)E!LOp=QvWpQFO*pzvN(TLhG1g0ijt@;B6%fA8z=a2tKpkVn&pr~j4 z4}l_6{hlNEXFT)vf}*#Gk*zd7Ax7UuI8psdVD7n!RH41}Syd$7Vl&DMDTL zD+`v=31^5vF~8Z%-QA!UD$|V^AW*#`s(7^OMC&bxLsc zhU={gqiQ8S+uv>naPPFa8inkkQ3KOY>nzQ+2^o>-bw4tbYYOopvSIk@_|C7q!WTLh z4Y5+UqR7HPDF$Ft5No67eVbRN6CB?8AENj*G(BMu%Knt~`(L1Vn*IL-ikDyi0TfsN zCs61P{GULP`tJV(id1f*EeKG2i2DzqxPk!1QMW5H9r^zS6pBKBfr1ivr~TCj3e@|H=ga4d z8}LoR)qF@nL*jUheg?tD_V|8GN1EuW&)v;U!`0#0enEz>ue;}K$JO!j!&ys<5>Uw3 z^YQ-TcGuzIu4kPb=;h^gpOHAP6f^Et(4r3lCBC`c-Ciyq4_x)E>r-TizCK?}Z`+Bc zQ;=tf3b%qfL_WqO>UVgHRHU|fzp4yh>Sv6198+NK?J7cq<8s1(#cU+$W~U9mj)yOs`5DJlsee-ii{Go%wouyu5&KrhB&6*Y)%|1_j=l?tL6?u^wI# ze`=@;i2{W?M17pgD5Jym`O)Dig-jrsa&!<=nvxFTo0-Cs0( zeZ4#09?%yl{k_s51bp4@AsD8p7Z#1Qf3VlM?dfP^aRt6m>WX-03}e2%R+PCZA3G~Q zRqA0FwY@=ZlJx;}yv|eTldrG2Phxix!tV}5yaltVzrB={FvnH8dq?@HoV`Ae&?}AG z?axPi4z6&`C_TI$Z~2iO$7KZbSu2uc)8`$b+qRD84&m*Z&q~1^#rV0f-T`;aK;0Nl g$MF@>nooP<=F5Iv`_=Qf=o>{nBYKT16Fk)a0#^)^pa1{> literal 0 HcmV?d00001 diff --git a/research/gauge44-ends7-t16/construction/layers_np/HPE-RECIPE-NP.json b/research/gauge44-ends7-t16/construction/layers_np/HPE-RECIPE-NP.json new file mode 100644 index 0000000000..2605d199ed --- /dev/null +++ b/research/gauge44-ends7-t16/construction/layers_np/HPE-RECIPE-NP.json @@ -0,0 +1 @@ +{"changes": [{"helper": 448, "cleanup_index": 674, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 449, "cleanup_index": 673, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 450, "cleanup_index": 672, "frame": [256, 128, 64, 32, 24, 4, 2, 1]}, {"helper": 451, "cleanup_index": 671, "frame": [256, 128, 64, 32, 24, 4, 2, 1]}, {"helper": 452, "cleanup_index": 670, "frame": [256, 128, 64, 32, 18, 10, 6, 1]}, {"helper": 453, "cleanup_index": 669, "frame": [256, 128, 64, 32, 18, 10, 6, 1]}, {"helper": 454, "cleanup_index": 668, "frame": [256, 128, 64, 32, 18, 10, 6, 1]}, {"helper": 455, "cleanup_index": 667, "frame": [256, 128, 64, 32, 18, 10, 6, 1]}, {"helper": 456, "cleanup_index": 666, "frame": [256, 128, 64, 32, 24, 4, 2, 1]}, {"helper": 457, "cleanup_index": 665, "frame": [256, 128, 64, 32, 24, 4, 2, 1]}, {"helper": 458, "cleanup_index": 664, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 459, "cleanup_index": 663, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 460, "cleanup_index": 658, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 461, "cleanup_index": 657, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 470, "cleanup_index": 648, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 471, "cleanup_index": 647, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 472, "cleanup_index": 642, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 473, "cleanup_index": 641, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 482, "cleanup_index": 632, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 483, "cleanup_index": 631, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 496, "cleanup_index": 609, "frame": [256, 128, 64, 32, 24, 4, 2, 1]}, {"helper": 497, "cleanup_index": 608, "frame": [256, 128, 64, 32, 24, 4, 2, 1]}, {"helper": 520, "cleanup_index": 573, "frame": [256, 128, 64, 32, 18, 10, 6, 1]}, {"helper": 521, "cleanup_index": 572, "frame": [256, 128, 64, 32, 18, 10, 6, 1]}, {"helper": 544, "cleanup_index": 539, "frame": [256, 128, 64, 32, 18, 10, 6, 1]}, {"helper": 545, "cleanup_index": 538, "frame": [256, 128, 64, 32, 18, 10, 6, 1]}, {"helper": 568, "cleanup_index": 507, "frame": [256, 128, 64, 32, 24, 4, 2, 1]}, {"helper": 569, "cleanup_index": 506, "frame": [256, 128, 64, 32, 24, 4, 2, 1]}, {"helper": 580, "cleanup_index": 491, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 581, "cleanup_index": 490, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 590, "cleanup_index": 481, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 591, "cleanup_index": 480, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 592, "cleanup_index": 475, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 593, "cleanup_index": 474, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 602, "cleanup_index": 465, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 603, "cleanup_index": 464, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 604, "cleanup_index": 459, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 605, "cleanup_index": 458, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 606, "cleanup_index": 457, "frame": [256, 128, 64, 32, 24, 4, 2, 1]}, {"helper": 607, "cleanup_index": 456, "frame": [256, 128, 64, 32, 24, 4, 2, 1]}, {"helper": 609, "cleanup_index": 454, "frame": [256, 128, 64, 32, 18, 10, 6, 1]}, {"helper": 611, "cleanup_index": 452, "frame": [256, 128, 64, 32, 18, 10, 6, 1]}, {"helper": 612, "cleanup_index": 451, "frame": [256, 128, 64, 32, 24, 4, 2, 1]}, {"helper": 613, "cleanup_index": 450, "frame": [256, 128, 64, 32, 24, 4, 2, 1]}, {"helper": 614, "cleanup_index": 449, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}, {"helper": 615, "cleanup_index": 448, "frame": [256, 128, 64, 32, 16, 8, 6, 1]}]} \ No newline at end of file diff --git a/research/gauge44-ends7-t16/construction/layers_np/PIVOT-SWAP-NP.json b/research/gauge44-ends7-t16/construction/layers_np/PIVOT-SWAP-NP.json new file mode 100644 index 0000000000..4e0d846426 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/layers_np/PIVOT-SWAP-NP.json @@ -0,0 +1,588 @@ +{ + "input_content_sha256": "864ff4a19987bcb27016367801a98ca50dae69eafe01d3614f8bae69f5713d6d", + "output_content_sha256": "beb3579fce83cb3b70f4e85761cbb3b8c91d711d4b9cf473074269b8447fc4e4", + "swaps": [ + { + "pivot": 494, + "new_pivot": 566, + "entrance": [ + 24 + ], + "gates": [ + { + "part": "B", + "index": 379, + "before": [ + "add", + 566, + 494, + -1, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 494, + 566, + -1, + 1, + [ + 24 + ] + ] + }, + { + "part": "B", + "index": 380, + "before": [ + "add", + 640, + 494, + 2, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 640, + 566, + -2, + 1, + [ + 24 + ] + ] + }, + { + "part": "B", + "index": 381, + "before": [ + "add", + 642, + 494, + -2, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 642, + 566, + 2, + 1, + [ + 24 + ] + ] + }, + { + "part": "B", + "index": 382, + "before": [ + "add", + 688, + 494, + 1, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 688, + 566, + -1, + 1, + [ + 24 + ] + ] + }, + { + "part": "B", + "index": 383, + "before": [ + "add", + 690, + 494, + -1, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 690, + 566, + 1, + 1, + [ + 24 + ] + ] + } + ] + }, + { + "pivot": 495, + "new_pivot": 567, + "entrance": [ + 24 + ], + "gates": [ + { + "part": "B", + "index": 516, + "before": [ + "add", + 123, + 495, + 1, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 123, + 567, + -1, + 1, + [ + 24 + ] + ] + }, + { + "part": "B", + "index": 584, + "before": [ + "add", + 187, + 495, + -1, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 187, + 567, + 1, + 1, + [ + 24 + ] + ] + }, + { + "part": "B", + "index": 686, + "before": [ + "add", + 567, + 495, + -1, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 495, + 567, + -1, + 1, + [ + 24 + ] + ] + } + ] + }, + { + "pivot": 506, + "new_pivot": 578, + "entrance": [ + 24 + ], + "gates": [ + { + "part": "B", + "index": 176, + "before": [ + "add", + 652, + 506, + 2, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 652, + 578, + -2, + 1, + [ + 24 + ] + ] + }, + { + "part": "B", + "index": 178, + "before": [ + "add", + 652, + 506, + -2, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 652, + 578, + 2, + 1, + [ + 24 + ] + ] + }, + { + "part": "B", + "index": 278, + "before": [ + "add", + 700, + 506, + -2, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 700, + 578, + 2, + 1, + [ + 24 + ] + ] + }, + { + "part": "B", + "index": 280, + "before": [ + "add", + 700, + 506, + 2, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 700, + 578, + -2, + 1, + [ + 24 + ] + ] + }, + { + "part": "B", + "index": 702, + "before": [ + "add", + 578, + 506, + -1, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 506, + 578, + -1, + 1, + [ + 24 + ] + ] + } + ] + }, + { + "pivot": 507, + "new_pivot": 579, + "entrance": [ + 24 + ], + "gates": [ + { + "part": "B", + "index": 93, + "before": [ + "add", + 211, + 507, + -1, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 211, + 579, + 1, + 1, + [ + 24 + ] + ] + }, + { + "part": "B", + "index": 541, + "before": [ + "add", + 147, + 507, + 1, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 147, + 579, + -1, + 1, + [ + 24 + ] + ] + }, + { + "part": "B", + "index": 704, + "before": [ + "add", + 579, + 507, + -1, + 1, + [ + 24 + ] + ], + "after": [ + "add", + 507, + 579, + -1, + 1, + [ + 24 + ] + ] + } + ] + }, + { + "pivot": 519, + "new_pivot": 543, + "entrance": [ + 30 + ], + "gates": [ + { + "part": "B", + "index": 507, + "before": [ + "add", + 115, + 519, + -1, + 1, + [ + 30 + ] + ], + "after": [ + "add", + 115, + 543, + 1, + 1, + [ + 30 + ] + ] + }, + { + "part": "B", + "index": 575, + "before": [ + "add", + 179, + 519, + 1, + 1, + [ + 30 + ] + ], + "after": [ + "add", + 179, + 543, + -1, + 1, + [ + 30 + ] + ] + }, + { + "part": "B", + "index": 722, + "before": [ + "add", + 543, + 519, + -1, + 1, + [ + 30 + ] + ], + "after": [ + "add", + 519, + 543, + -1, + 1, + [ + 30 + ] + ] + } + ] + }, + { + "pivot": 531, + "new_pivot": 555, + "entrance": [ + 30 + ], + "gates": [ + { + "part": "B", + "index": 550, + "before": [ + "add", + 155, + 531, + -1, + 1, + [ + 30 + ] + ], + "after": [ + "add", + 155, + 555, + 1, + 1, + [ + 30 + ] + ] + }, + { + "part": "B", + "index": 617, + "before": [ + "add", + 219, + 531, + 1, + 1, + [ + 30 + ] + ], + "after": [ + "add", + 219, + 555, + -1, + 1, + [ + 30 + ] + ] + }, + { + "part": "B", + "index": 740, + "before": [ + "add", + 555, + 531, + -1, + 1, + [ + 30 + ] + ], + "after": [ + "add", + 531, + 555, + -1, + 1, + [ + 30 + ] + ] + } + ] + } + ] +} diff --git a/research/gauge44-ends7-t16/construction/layers_np/reproduce_np.py b/research/gauge44-ends7-t16/construction/layers_np/reproduce_np.py new file mode 100644 index 0000000000..79cb6fa912 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/layers_np/reproduce_np.py @@ -0,0 +1,149 @@ +#!/usr/bin/env python3 +"""Rebuild the layered no-triangle word (NP) and its native locals. + +Input: a fresh `construction/notri/reproduce_notri.py --word-only` output directory. That driver pins the +no-triangle word (3e99ba77...) and writes its regroup/ and cold44/ words. Steps, each checked exactly: + 1. pivot-swap: ../layers/build_pivot_swap.py (PR641's constructor, signed, unchanged) on the no-triangle regroup word, with PIVOT-SWAP-NP.json: + the six pivot-role swaps of research/gauge44-layered, mapped through the 504-helper map (494->566, 495->567, + 506->578, 507->579, 519->543, 531->555). Exact zero-response replay, unchanged profile and width multiset, + 30 negative controls. + 2. hpe: PR635's build_hpe.candidates, greedy with disjoint registers. Must equal HPE-RECIPE-NP.json (46 changes, + the same helpers as the unswapped word); applied with build_hpe.apply. + 3. cold44-exact: notri/cold44x.py on the swapped HPE word, pairing ranks pinned [4]*14. Its 56 cold ends, premix + and low tails must equal the unswapped no-triangle construction's. + 4. layers: PR635's unchanged build_cold_end.apply(HPE, COLD-LAYERS-RECIPE-NP): cold44 plus the entering ends + 566/567/578/579 at U24 (s4) and 608/610/543/555 at U30 (x30), BlockCombine's b6 and the q4 dim-8 cold ends. + The output word sha and its profile and widths are pinned. + 5. layer-end-controls: ../layers/layer_end_controls.py (LayerReviewer's signed adaptation of PR635's + cold_end_controls.py, unchanged) on the layered word; exactly 59 rejections at pinned reasons. +../layers/reproduce_layers.py is research/gauge44-layered's driver for the 492-helper word, shipped unchanged as +signed; it is not used for this word. + 6. native, ledgers, local-replay, wrappers, phases: PR635's native local programs, with pins. +Apache-2.0. Driver by ColdWitness after G44Stack's NP chain (NP/chain.py, seq.py). +""" +import argparse, gzip, hashlib, importlib.util, json, os, subprocess, sys, time +from pathlib import Path + +HERE = Path(__file__).resolve().parent +NOTRI = HERE.parent / 'notri' +LAYERS = HERE.parent / 'layers' # the signed research/gauge44-layered files, unchanged +REGROUP_SHA = '864ff4a1' # prefix; full value checked against PIVOT-SWAP-NP.json's input_content_sha256 +SWAP_SHA = 'beb3579f' +NP_SHA = 'a9de804f194eeb39f52a4c6e54c14d93e881bec4b632694249733ed410b58113' +LAYER_CONTROLS = 59 +CANONICAL_SHA = '1ae812a336178760071efe347e876e0102b5b71f799d957db15c5f3004c19d7a' +PROGRAM_SHA = {'forward': 'a3882a428bdafab888072211d4ed8d34572746873d77c6ef900495853cc3fa11', + 'backward': 'f67a3dc20c27fb39295b8030e951e9779109ef1537f6f8de9d08510b9ad6792a'} +CLIFFORD_SHA = '890b60fc4ae183c773c51405e0f4ef6a945dc2aae55ba2480f134602e8296cda' + + +def read(p): + raw = Path(p).read_bytes() + return json.loads(gzip.decompress(raw) if str(p).endswith('.gz') else raw) + + +def enc(x): return json.dumps(x, sort_keys=True, separators=(',', ':')).encode() + + +def dump(p, v): + p.parent.mkdir(parents=True, exist_ok=True); p.write_bytes(gzip.compress(enc(v), mtime=0)) + + +def load(name, path): + s = importlib.util.spec_from_file_location(name, path); m = importlib.util.module_from_spec(s); s.loader.exec_module(m); return m + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True) + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--notri-dir', type=Path, required=True, help='construction/notri/reproduce_notri.py --word-only output') + ap.add_argument('--hamming', type=Path, required=True, help='hamming/ of the construction/reproduce.py --until word output') + ap.add_argument('--out', type=Path, required=True) + ap.add_argument('--skip-phases', action='store_true') + a = ap.parse_args() + out = a.out.resolve(); assert not out.exists(); out.mkdir(parents=True) + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = a.main.resolve() / 'research/complex-k492-owner-repair/vendor/multicold' + base = src / 'vendor/pr558'; parent = base / 'vendor/pr552'; gk = parent / 'complex-local/static44/gk' + nd = a.notri_dir.resolve() + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src)) + for k in ('PYTHONOPTIMIZE', 'XPARAM', 'EXTRAH', 'PAIRING_RANKS', 'DIAG', 'HYBBUDGET'): env.pop(k, None) + steps = [] + + def run(label, script, *args): + t = time.monotonic() + with (out / (label + '.log')).open('w') as f: + rc = subprocess.call([sys.executable, '-B', str(src / 'code/run_portable.py'), str(script), *map(str, args)], + env=env, stdout=f, stderr=subprocess.STDOUT) + steps.append(dict(step=label, exit_code=rc, seconds=round(time.monotonic() - t, 3))) + (out / 'STEPS.json').write_text(json.dumps(steps, indent=2) + '\n') + assert rc == 0, label + print('PASS', label, flush=True) + + # the input must be the pinned no-triangle construction + nr = load('notri_driver', NOTRI / 'reproduce_notri.py') + assert hashlib.sha256(enc(read(nd / 'cold44/FULL-WORD.json.gz'))).hexdigest() == nr.NOTRI_SHA, 'notri word' + # 1. pivot swaps on the regroup word + rg = hashlib.sha256(enc(read(nd / 'regroup/FULL-WORD.json.gz'))).hexdigest() + assert rg.startswith(REGROUP_SHA) and rg == read(HERE / 'PIVOT-SWAP-NP.json')['input_content_sha256'], ('regroup word', rg) + run('pivot-swap', LAYERS / 'build_pivot_swap.py', '--input', nd / 'regroup/FULL-WORD.json.gz', + '--recipe', HERE / 'PIVOT-SWAP-NP.json', '--gk-dir', gk, '--out', out / 'swap') + w = read(out / 'swap/FULL-WORD.json.gz') + sw = hashlib.sha256(enc(w)).hexdigest(); assert sw.startswith(SWAP_SHA) and sw == read(HERE / 'PIVOT-SWAP-NP.json')['output_content_sha256'], ('swap word', sw) + # 2. HPE (greedy, must equal the pinned recipe) + h = load('upstream_hpe', up / 'code/build_hpe.py') + used, ch = set(), [] + for c in h.candidates(w): + rs = set(h.regs(w['cleanup'][c['cleanup_index']])) + if rs & used: continue + used |= rs; ch.append(c) + assert ch == read(HERE / 'HPE-RECIPE-NP.json')['changes'], 'HPE recipe' + w = h.apply(w, ch); dump(out / 'hpe/FULL-WORD.json.gz', w) + # 3. cold44 on the swapped word: same ends, premix and tails as the unswapped no-triangle construction + hm = set(read(nd / 'raw/HELPER-MAP.json')['map'].values()) + env['EXTRAH'] = json.dumps(sorted(set(range(224, 224 + w['report']['R'])) - hm)) + env['PAIRING_RANKS'] = json.dumps([4] * 14) + run('cold44-exact', NOTRI / 'cold44x.py', '--input', out / 'hpe/FULL-WORD.json.gz', '--out', out / 'cold44', + '--hamming', a.hamming.resolve(), '--upstream-package', up) + for k in ('EXTRAH', 'PAIRING_RANKS'): env.pop(k) + new, old = read(out / 'cold44/RECIPE.json.gz'), read(nd / 'cold44/RECIPE.json.gz') + for key in ('premix', 'early_cleanup', 'cold_ends'): + assert new[key] == old[key], ('swapped cold44 differs from the pinned no-triangle construction', key) + tail = len(new['early_cleanup']); assert new['cleanup'][:tail] == old['cleanup'][:tail], 'low tails' + # 4. layers + bce = load('upstream_cold', up / 'code/build_cold_end.py') + layered = bce.apply(w, read(HERE / 'COLD-LAYERS-RECIPE-NP.json.gz')) + raw = enc(layered); assert hashlib.sha256(raw).hexdigest() == NP_SHA, ('layered word', hashlib.sha256(raw).hexdigest()) + rep = layered['report'] + assert rep['local_profile'] == {'1': 2534, '2': 346, '3': 458, '4': 178, '5': 56, '8': 8}, rep['local_profile'] + assert rep['width_inventory'] == {'4': 64, '5': 48, '7': 54, '8': 116, '9': 222}, rep['width_inventory'] + (out / 'layers').mkdir(); word = out / 'layers/FULL-WORD.json.gz'; word.write_bytes(gzip.compress(raw, mtime=0)) + print('PASS layered no-triangle word', NP_SHA, flush=True) + # 5. layer-end controls + routing = parent / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz' + env['PR635_CODE'] = str(up / 'code') + run('layer-end-controls', LAYERS / 'layer_end_controls.py', word, routing, out / 'controls') + env.pop('PR635_CODE') + ctl = json.loads((out / 'controls/COLD-END-CONTROLS.json').read_text()) + assert ctl['status'] == 'PASS_COLD_END_RAW_WORD_CONTROLS' and len(ctl['rejected']) == LAYER_CONTROLS, len(ctl['rejected']) + # 6. native locals + local = out / 'local' + run('native', up / 'code/hpe_audit_and_transport.py', '--raw', word, '--routing', routing, '--out', local) + assert hashlib.sha256(gzip.decompress((local / 'CANONICAL-WORD.json.gz').read_bytes())).hexdigest() == CANONICAL_SHA, 'canonical word' + run('ledgers', up / 'code/hpe_emit_local.py', local) + run('local-replay', up / 'code/hpe_audit_local.py', local) + run('wrappers', up / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', + local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + checks = read(local / 'LOCAL-CHECKS.json') + for o, s in PROGRAM_SHA.items(): assert checks[o]['sha256'] == s, ('local program', o) + if not a.skip_phases: + run('phases', base / 'code/phases_full.py', local, parent / 'complex-global/vendor531/vendor/clifford') + assert hashlib.sha256((local / 'CLIFFORD-RECIPES.json').read_bytes()).hexdigest() == CLIFFORD_SHA, 'clifford recipes' + print('DONE', local, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/layers_p6n/COLD-LAYERS-RECIPE-P6N.json.gz b/research/gauge44-ends7-t16/construction/layers_p6n/COLD-LAYERS-RECIPE-P6N.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..a408c95816d0a92e962ec5e7e083e8ba1900a396 GIT binary patch literal 32594 zcmV*7KytqyiwFP!000023bei5j%>SbrTH%VIuejXiIV&(hGCpKXCG7pZrdo^Ks5^e z?lnox$n}%4VvVoSb+Lhs86&xdD2n={$p7`nU;pLLzx?Ze{reyP@Q?ra$6x;Tw?7`e zuSc`-_^6Ni_{TQg&k5BY|jH!Z0xkT5O=++v|qyYhRzGUWb}HBCHK$1L~j-CS8t9gqp#kS zt!iGPT?U6_UG$|Umo0YMqsriw-K&Bx1Dvw<_GKb_tDU~*!%PH^RxWT=jdipOSB4Dl z*Dr25d_20&#n;33P#fy|v8M`N&0Wp==SJs%4mBmwTWKZ zV>KCUk8Zl?Oa0ws^kpJj2Kz-s9XDR)h3+zXUuaj2)h}xrT}NL%*<~vA(sy?m-5*0W zK);Nych#ht#XR{$$5P@j@Pz!wU;pwie;!cU#uvbm(P9>|-^jQ?Z)MEOyni9$MvTiN zyhX%nWqg|D<$>$vZ|dbPe`IpO4wJ8tBj@sI?VH8^QqBeYjhvV zkS~~9(q$sw=D0VK?6;EYC-X9P_gXRpUBv!WB39&axNESZU0tI8^4ot z^=6sBlyie(-PV5ty547CRF>ipc`~e=;e2ydHIcR z?(5RPW!sldejMw8`lja}5VsV&{+qv*V!x46A9MUl$lV$HG245{zDC-2YxL;NdK~5t zWcJfpe1#l2;h47lR?gbLlQSRR?Ye$}8S&{Yrq|d_eDfIBfWBIOfqs}W1N9u}KOv5k zSoxOyJ1J%SMv6Ul{gsd#a&2eUd&spt@9oT%O}cD(%}U;zz(O-A^Ek#gy%f7`qMN{Y?jNV%4!zZ7yq zt_G~%{5!*4-WGezaU%8_vP(W$xIE8ZGB}2;zEfM59+tkFy2f8G`YFWa5{G^aad~w6 z)sfPx6O@?tf8N^VTK!rlemRG@KGmjzuN`TXC0}Fu%LX&%|CdJv*D&+f;1}w?*6aPt z;p*l4uP%6X)N;9!vP33+`KJEmocEWqFZ=7QtHei(PIFO#SGQO#ss=CjZ%Qja7sOR; zV<1OP9g0FOpe}mcqCa%m#Q{3x|DPbzuAcdN4EF0@Hv$i+wMO9aFZ>_j5_b|UXW91h zaONk)1T?QP+Aj`se#T!@P0MYJCf>?9xsk=sN3Ogjw72h$mVOTpf8X<@N#Y*RoFbYk zzUB-hi(hATAd4SyS}3-4^zRoizlUFzG_K`LQ>C~3lMk`2<1&NstE0|W_zOF%sEs{V z=D^CF8FBsfMdB~TS2jjmZ)`=4J$BZCopol$``7EPUy9#sl*neEY(QiEa;{!wZ|Rql z_d0cWz2J%}?dR?by$TRK&;0XH)Rc#`Z2Z_S#YrcmzT#ERM&M2g*;&P7HHSY6r zOy>YsY-`YQ)K=X!U3+{2pBI;@d!~8)I(5%9<0^xArm1_TIT9{=rgd>y@(RnZ4Zp9d z!!I_gftD`a&n!#0+|nIf<6SovrHdi%kO_X*Ss-&1;V`o9>Y!h_y8b+f{aA6#LJ%*a1_0 z5b_32Ma+L0p!NUD8PJL7B1cBKxdr66zFWNz-F1&``xD%#5>$Zt=)CO@uTTpw9xE%BoDSXhtirwehn;}fh@!W#6s!Ro=wOO-H& z4aBd+tICN$)=6x^pLlU>U7x@T*QP)5+SrQl%?Y$w60Udd^=au#9BT(JuURhB+`9M? z!2lbGj|koh#LvX5$IoHO8?16#!u7-RU;|b~mT*~oL@aN8HF_;_`UYq15#qe{)oX-k z>;ZNSe*F_fnLY7p*IvI4vQ+O0m)AypKdj5k?}VO1CvClO{gin5%xoci>(1~auB6rF zi$z@L0Ou3-ee|@ToQd#O5InGB=ob+en=$mRjUcJ!vK_}%k^$6ePsQCQz+0Tiou!V} zS)(BNaSGNakbkK&@uK{QbiCz@(|^pL6SQ|9yt*k{Pw^U^T)oH}gE*QAxXh;9(wll5 z(pLr2OX5ZHwLanE_1Q4V>t-A$7Dv23dDgDOSHktF zzcIW;%+1!93YKtLIj!H~MfN?XfBmfM;4A1VAiiC5^BD31-%3fie(%wU_;~3vT)!G@ z*H3|$_nwWw+qmEpNG}B5R!_Lz)~lz;HB2Y)mgE~_vj7_>@MM$lE}PBj4`MY-4=Pv) z9#7KZI!0bX?eAW(DW^XPm(MYg@Zg!0ovz7P}NI)_ij`mZwMdLKEn@$kN2Eb z3o)Jeldc=)w-=+@7M|cOBkA?6NtjOH<>hh7vq1U6vnE`>Aa#U~Ge#!A+OsC|Xf`01U6EDLD6JHsf zSOJVSA$@`$i3jm5qWI_I!LC0MdA=q1Fm>d%gO^VsO5)Y?rFcsK;K6=?;Ea~=3XV9) zLx|o~{4)SdKc9)fch}EbBJdr-SHk7BLgXYN;yvT*KM4C)5qly&*c0)dj|muif?tV8 z>>Fcmki9Y88`Qlb{`2txc*40;u0zRdVQ>^Eb-A^VNkgJ)OC9^pOl zggt@xd~?ItSEPF+eu?5gpRMSRf3EKbE^f$;!F$5>=ReNGw|vv{f!I&RenR$>v0soq z!S}=?_KUIKko{)5-%$4(jFGMfKlF0L#XyhB;4R_$!?FIv1NK9I+Eo*-hqW{&z9(F6 zY{{2zh&+I|gnuCN&d5(jenQPpruhj*$j~44^mW5UDjUH^Nw^*k+Mam8-gHIogzJ&t z1&L4gz+YY1FvdyK7y}=>%sixiPzaj zUMj%e!5v}H2jYXh1NY(i$`+9a@RjfnM7}Zd#>gAgyfMv_-8y&@as71QRedjl;GS@O zgsdkXu;02ON5XZhaVCBx9K7v`x7ma|fqTM9II7RW$X7hV$t zUNR>EW3SH)NuG%BqWI5e{UABQy5UuQMM&V0r5C)^iokcoW@XNU55(RWdxPwavG0&Q z$u&_DkJxv{en9qv>3%@nlbzHCFChGeSM_Ntg0F<@xA%pK_so{@0oVr~uqWb!JreJk z8icWL=ppPZ?Sa@g#@--%W4bq}d$5<9Ws)bq6U1MY!Qh_o5Ad`FiSLIYVbq{VnXETzIVCum?5%!DVE#V&^01t^TncL|D zu^){6fb0ij?~pygx5Oj%&e%`Lelp!psC!v_yqFo_@mfR(Fa1V-WEEGCL}cunjs}nS zojUwv?OOU9p2&Vi-quELhoXe9SrdNZ=HWZeKlVQ+$%yO z*->OvM;l@ib)8SLc2Vbk{zQGKw%=Ed{uy78^or0%(2kfmViJWEP0wp-QPZ)31V8ac z8bm+GqvycOeQHNMh~y&p&-0-ULj;gApMa;KCVOJ2gG-TZ}F6Hf-D-Ia6P?jCE_Fh&X}??BmD<~ z&+;T+Wj1f(FF^Z%*t{-|t-5_vc^UP+X@4g9{6W{{imBAb2-X9=4SYt;4 zc^K4Te)|p%gAC#)qmNqacVod8NrOL6k0#0FKPEdpn#g1Te5}J;!b;XpV@_1bvQDe3I7o*>P)4FVuLH z5AGLI`3q(~U*u^tGPT(e-lE2p92*rURYuZqU0V`@k04uyuZfor=b&_B_&6f3`fKFf zka&wKuX-F?svAw@|DK4M7&-}Kl}B0gG5@Dany=cvg7v8eP@f%LCE zlRV55u3r?d#DkN?TfCfo!a)6)VH?V?gnp!-VB!bD$2FmW%mXpV9Xv{nD_2k%IeY>U zZx!LArRI9nc$*!`AJ=|>;G-Cvxn6z9YvyVuxq|il08x9*^!xysTG%Vfs|46YW+DU0 z5JE2mpP7htI-@i3Hp9V!jNmK(gj_utsNIv6L*)0vM{aG0bfQue2o8$o`p{>$M9YDt zkrEu#(Dby0fld|x`!On`GaAIR=0+JxTY6AY^c5*37(P=k;hip%h=0;)`YkQNhh~uc zSx9r^KAMQ{<@y9_2}TJ}z1DWDVgpW=fq@4(qdO?&9StRPBD|a7p?uqjzeNJL%%;%Q zBSF)Xz-9CuNl6zIG{QT=4~TbT{6mw8S1%W`;)|}%$<$+U5~T0uvvap0+d=q!%a zA^vVINHRs__nW`E^y-%_=vh>IEEYfl+uq9)uT3buCSHaQ0+0CYPG*OM%bIl5)OM>z zf5$?&M@6SohoI>pbtuf!NvSd44Bt)z^e|6A{shSlm}5$R%(Nhz&fxwSyQBJ_Iy{4e z^=UB6g>F_>5|EjP%m;W4GDsSwPw{&7(k++VjI?2652l;J`W4h397udded{TsPEQTk zQ-cJ-0`eKopYSffxYp|kW;yyj^=Pd|;F0JLz+=BN$XaVP($=hDOUU;po2K69iTKZ= zNpi*8i2ByA1)`z=sovO;@QTouR7{Oh9t>U{;QC|SN)$`*5FJMH;!3){kq7R2(&Y#p zC9)SmUo8aa-u6RJm1)-VFZ5kvL-+_$>YxhHrs4;~U)#7&-q~LJCM17WgkO%}5eVAB zv)s!y67el-1%o@~c+Rii^hH6JfPav<(FxX85vZxtX%RC*=q%LQ*g_NW{T46JduucK zn{`&$0-)o!Hf81SG#~xUx8&b|+Cc%=570Xie@urwrymTTeGBME-+E^y)^|arm>B*U z&L<9Z6#W;lXY$EZ;bOsyeU`L&%L#`3y6}X|KXA>ODM%J^b7g3vo!8>9TPn|(ya~Dh4 zOajjYZ#tPgZ2<7t;7>!(na0-Bxwt1BWwYBL0=E=G=NxA^N`9xq{gzIi_W<(eumr#t zfycuw(o?;~enWqj*INFG{*G)XUf%t5Bt8@GAbcZqqG}m{XS`9upJ&3WzWdP2l@x(nDPu;Vne(MZKlBtDoAa3vdt2IQxqg&zclro*#qkyGeQyc69Y z>H4nuxSY;%X(D_lugEhYr4EniVIqC`lYCb*Wa=;M;xdkq>8@(>KIm`2A3PdyHjTkM zg2y8rkh&xca)1-eOzukXBk>g^N$vVz?L_z)+Z`qI7>;s657)1IHbOh161i~*{AMm+ z-66G925$sDP#2Ab&>LvQEx>Y&>SM4ZF=L}#>3S94?E8%ps{`TD_W<1x+7Wsp^d=gQ zzTe8W=6QvjN3jbeM*En0$}RAMGCCimU5h*W^4R*gCy&&w?-BF`q76Vh?Wo1{1Z@Ey zy5k4WVjbzl8$#PddN2GmM3ci1@Yw}&+NrMK&f1}g&qZQJ* za&w=SsRvm4Lq9w{g(KK5ZLnS1fZ5(aPO6GB`5l`ict3b>opR_m-6nzfZ*=4r3_zQo zc@gD3Y}|o@5i;{nbX(Yo2OE4O{z&g2K_(y*`8Nrf+~A`aR3?5v{6cg(Y;7Jm$l`m8 z=XQ%svmK;0j>L9>2f1^4>klvuBI%Pzw+y=MBw2h1Ns!~+03e^`K8W}XF$Jf@y`Y{A zqe1esicVoslqliIg80qwvn0NPT1sS_dlaNcun_K%BoL5^fENIdh!miilQ+4&JHT z#$CJRJI>76r>EPDw15F8k(o!l2(L$c)zb*x_@)MaGQ1&tJ_`W+BPAx#e!dC-bkYtG z9vMSt((}Cv!ZYPZk^^GOt25;UVv%83bwh}W0UUM4_KU#n(Vfi=db+1fbE?0t=tsJq zhOC@Y62O6g`?&GMgFK`RZwQ|b1n`d`2*l@*B3HiG#-V{QwVHoH4zYcrLu{Yy5SxfM zD1JcvLUeLLH{szQsMIqU94cqBzOv%if5^GUpO9KK1fQuDiyl}SX(y5RL!Z3F1mZ)H zH(re9Y=lm{H9T-JmtiN;9qKZR#Q^fPW_!WaUiTKA>te9yLHm{Z4tCFGqlR!jll<^ zKGBe9VJ&3Z3*!>a&~MptCI?-1SS`uXQ5ls@sLaBI7a}~oijHm_b!Q9;05`9<>_jJGY*1|_y;7s zf$q#;uFWPm_L8rmmwZULA>jj|7oyTpJG+a*@6l-my`3g-C+LjC(ZjNj^eA1;|r7PA6<4`6LmaX+{X0 z)k$kJLCqu=?t`?p--f2AYTZcuMuwK@a)_ZVC?2W)tauhGaA4rUUJP2`6LJ(19}=T* z$w?`46fS)eI~n^NCIFwKR%f517KvY^wK=MEHaV(@a@Iy&l~vvJON|! z2aGc07KG0Vf4i_@2=G}44yb3q=6WF&0o@xbAm}$-ye@MhJ$wRbYZxWLpR%Y#KB7M+ zg7;Ltqxyl7QIgaT1me?fK(@`B{Rc7yhovNe{0ZgPLN1~+mt8F=8(iQ?Sy3eZ;E9hS z;=j?6C!j+|k2V3~Ge832ooMI8Boq`-0oV-2CIc{ZHW_~b*!XscN0v5AVep3RxcmQy zVM3h(bZP*9l&|~b&FCNH6MSRpiKUt~ly%q|h$YGwYAofw>G=m^hl1e!umKtGf%xu6 zJjjP~;CcidNX@t#gBR3M89@i|8RDkXvD*&hefeT$cDGipT564k{gp={b1Afe?5eBM^9DQ^Otz zpB_P{^PH(FctIg}Dsb|NJAr8t@rP0rhW=#U`hYguEb@6HRq!w3L zy)Hhjp1=!YlU7f<>TYcVrPGo4V>$ALRUz;kvO4)3RG`a|6b?!J-qv!5yGttb$m`OrYu4jV+3HXCAZx8=zDnaz~rP?_G4GIRIV zNWJvX`JwtC9(JqY}aLr__GA~t8Bfbxz`>0Bda zHI!*kua`a|WO?e*@Hxu$m!WAmTd&_U5Sa+gzwvTxKG01B=Oa3KPzqjI8e=nZN-1WHNNC6J03}T0w@JKhU z)=4|_4Om5Qz$$wKR?!=Tj%gW zAh;n$zFzKlRVKVAyn(R{^ity?T}P#>4CJ?n7lQ=e6aE3xJ}|s9ytCGNXYj$`i;<6Y zS|x9L4|{dDbd7BT>0)m7a)2d4-z^12BaP*ML3%f4^Tw>epb6V#;x`lD;fU={=tRQ4 zS($e#3wb93?+HiV3E-nTIiQmv(Lj90-Xr{k_{Hd>){dKvdU{e5O~ScBQ!|_!kSWa0 zI<&LyM0}cACAIPv!e>tb{E4NPSGOmWet}SWQ}NHDvT}HH4XnJc-GSEABNOzv8t8iB z(cW(1+D`TQNSI&!kKly5SER*w&xGKMz@xlDFAc1)9N}Xdg7Ee5k>UL*UM|l-#M@@t zxlA62kIMt3oB=y)B03Q^c;HpNl_RZLr}%s&xZ zyIZ1FGTRa^chtDK$d`(pSiP3H^4`?SHCX&C2 zdU`bm?<$*n575Eewya}(@Lhd7hw#H7z9(LWj~gzZp&~XhJLqh>eJWEvL?z;TLE?L_ zkj{egJ5he`tgj~0eOw%|u0@768X8vLtX^ETz(LDY)7hBn&dea@stsOY2U@ln4_$&J z;PDq9An_@}hZT^LTZ6z;j|9#d+ifH9;XH`=ZU{eacn2mAR3A2sl;bhPVqZbs|*)@ww0fY{JM0n=tv#%DORSZq(XYA$_FGaT?pz8!R@Ii0H_* z5cm$XzA+f2el{W!^9#6@j_GBgP^-SkPzJ(teY8-KIwXA{cuaJ9OT#at(9aGMs8`lS z3lZ;3i4NM?QTLAucn{R~BfGwVB@r7E101=AL#z+5#TX#szaZJph&MuI7DRj#DlsBJ zJ7a;aU#8?i41u$TE~N9AgeqA*12keXl8C%nT-Ty@pao+72`HPjSlz5O(Mk*9y+Ax_ zZ9Ql;*2xfh5Oh8$0(y@J4gfx(8ZRfn@JNwueOiJ3BxX(Y$c3=C2Jr(a-<-iGYwUvL zH^XN5V6Jx1$_+)D|W^Q?NByC{hpREvTM2?$IM9^8S|Q-l-rh)N>*yV9A$on_AIthVGvMb=G^6F*Bh zRtyIO9-k##W4Zx!G9w*$VQ?DTbsvVL=Sqd(jdc~Hb0$|^d@K<4Die{UVJ(!tj_gEo zSGPcFB?Rw#Blg2iYtfDxRO-wv^+Kh+34E|k;8XW#OHEq482wG){?t7vLI}Fn8*6N& z=ttr=GPDg1Z8OW+aL^WH$GL_Ba6_uJ-c|C?b&b3ciP|I}f$ou9)pd$Jz)MI#Bt5*b zx!Bk$h`>F2^n*+|+d*pHdGHlX2|#{M382Vg)}9A795d595I+(7bW241Ch#z{fXfSi zL?#FJCMBpMzn#2*j@j(`iw>sxt*8D=y|X-rM0`x$1U?y@lHUx!p#02fzfo}p(%g-- zb50}xn;v!A8mov!@L8dYye#PqKPjH^&-ACQv7&mQCKi&OQzs!GHDQ{5WV4|zH|yKn z$s+purmtsuCvYU)+NW~#3SheKtt|x4ii7%5A0y+N+1V`2&U!=QPeH>@p6=a6{;KM7 z5PnkpM)+_Ffma`buOnVvx3p6N5tx0FmrG$rojg!ZZRVdKQ!o&A6X~dd{2Ez+Opjiw z<;ZW~R?yg6a6&&5QX9$?df@t{Bav=Q`hab9h@TM8Ovhkf*=?HO={tgV#3pOZ>f*Bs zED|qw?lZsiB#ShA;;Wh)tm)MmVi|SdqC=jH%`ON(I+O2h96ULT)SH`|ctR)KCBSF6 zU(`eZ(S(ydWoLL~I~kQn#Lo)xkpA4HbK7FJ*%qbWq5O`te-A}+;SMZ+IwEgg2%B0S z`s?>K9vgU^u8W?gW8)|ooIPB+*dSwJ7$cbx7Ac{&Z}C;05%l__IU^7@yC8hd2mqfm z0x7qew^Mq#)x2#YHPI@nM7*zt#Ah`CB7P#>w9dNL zDiUwZ&}=Y6Fo*aFTe}$jjo`f__B)nAWL*Q`xfVly9tn2@&qr3ywy;ajZ4%=Zh|dA5 zi_h_j#7~58IjfO$O`Xth%VIWB?`HFjn4!DbW$12p8M~VW;xnwu(B14Z_E5>#-7LZ9 z(v092qCX*>n8Shi_)D-ib~Od1iO){j#QR0 z24`FbLC=NI`=O_Y&JAxxd)|u110cSTQr4kj`thd*f5x6Vs5s&bJ{f!?c-~|>a4d0^ ziSQ%wGTa$_K{gwSk4ifP?u^ZVx{P{M2+!yb)>U2@8*fbfVsO^86Ox~7nAq%3yj}zu z;U~kda;rx#YE0lQ+?1%Bpnm;B|eKY)Mi2h(*HDGIfJkh7x10z$Rx`Tn*i{j9Bk1+ii8!CF zoOZzT1ta;L#ybCm2#-52kj(04BiEsr1b$}Y1)khigpZyAx;b8BfnW(@n~wafG=?p}hh~uc z3FSx9n*yS8W7Q2(CdIlECCc$bNl*HW;2XhXRY}OlvJ&9aXCgdmZTeUuemlfZh*#-9 z>!9UXkjusU^y}L=m>6rJdgS(2J#x2dLmX2CA|)Sb4aC3cd|Ak_Ra#P0*(baszek2CAAiP?cXI zd^6z{sih;d6D5v@h`S1Z9!a+Xj*J(?Z-%cG;WP2n!FPFM*ouB;Y*74wcxQAb6u*)9 z*lG~CGd3OeRo@IBn+-sJ3hH^OI^5`5IWDf=NCeK~&u60MR- zHko&i6a=aWe^OM+^iKxKuJ3Fzg=9xD!=x-w=6LKZ;u+zc(cjD#dM>4ir8Q=0jab@Z z_*_Kkbj%3+nMIc^Nugl^`3-6(ExC1++myf?gAYi4BK(=I9F&*t2%obFz#o^d*HVaN z&`3O^Z#HsEBi{|g_UHN=ayMXu-3{14cLM~z5j>XbgnX>mjm`cH-wFLQos-2ygLs2@ zME?w|4&Ey`#LvXbnLcX5n{N1oP3A7p*@WRE_(t$J3nk#E}e3Em-oF}yX1H^`?G z_2(cdVD-`oJX6*K^1~`2f5gjiNJshv(`{$?ddu%*+)gs15ISevP87RM=;T10B#@l2 zId(izHtGd-0d@%S#@YtRNUOo~oPw{eO z)Qy)<%o%<{JZ$d1;c`h9#KsF^9XXLP9kE~SvE*b>A$V1AGhV|7s#Y1!*s8i?4qpt=lc3WRlcG7{ia|}D z@WiaD4T4Vwr)}K_-}Hb7B;T2Gd@=Y&@CnJ!ity=Kbvo%-iTKULZzjG!>6nObozO`~ zOyJCr(-8wh9(QXSaKu3Oaa68PfgPbo{vsEkH$7r=lnG>?1ABd0ljrrU6j?(L3mPg! z)=*)w#_EL80;e#10llbeEY<-~=|p&jE`ZFfiwNJSL-(^ot6tVL{9;!N?vjS?)Bi(U zy_W*?5~b{cvnUOr)5*zN*+h1GkRx_~=yx;e;|5DaH%RhzfDRWo*fa0JZsG}iAnKE# zhaYs4UEBcM<-ys)3r!UGC|L~ zgXH5?(#{P`B`$v!N(Q}9E@-0hzHYc2iM(L#1(r8@v04rKTi;TMnfKC&8hd#fmk3{s z46&|WEATD78bTwTw>X&wzNOD6UN&BWKS$Ym7KPq!xE7S#k@R?c4y5@(CEaR<*o?N2RobU+!~-Bl@Yz{o7h*HUMvWa_A)e766B*i=Xb6tg82i;3 zeh-MB&;b_c02_3GmQI=Y@9R(GyNYl+4dinTpVmyzzfl;xC0zDtgTU=3BZvELq{=jW zy{&2ZMEstxXB+F;%P4_%dW$RQ7;#WZ>USypHd|;7`NUR-+pk<}6G#vs9?c zrQ)CNo>T!32d>xkPKT_+)4>wBBl6ix0G|Qh0H1~vcy-$oU8OfS4GqvqOVh=tp-J%D zZl>PSnqYO25Sj9eo||{w!o}Do#ARI5g3iSqQ7Lyj#oiCFyrBk?V;uoh66*+EC9#Si zXhUdc#5aLw9Uw56E9%W_2~W@t&{iBMF#Mb9_XkK3o#i#asa=@}-cq`pfObCg zWZT_jCxn*=N$1Y2<=7&K_abQ2M-h@m;E^C)=Q0LB zyE{<1`vS7<(-ie;FM4|Wg@#<*JE3Itr2C^h2}#WFNcKc%*vu`$@0r5oJJ}jo*^%!+ zlcO75`1K2r?E|4#qD?-z0q9YmN|9fV9qDo|;R|kh*e()27~Bz;NrcCdiBI&_SLYI^ zH^f}(I)*DBBoXGrk8t^koKN(O4Z#P4FG77*fVP6hf1H_tQ5VNxfXlT<4B_fCwrYsW zr=@rG)J(T@tE{1$jM06qLG>J%aTLFe+&pbP3M%G(1Mf$o(3mK>-#nW5AOx@;Zh-cf zgHVZcuxzG04~1~k%d8@}F}M@zHV;~UZ9=H@aw}baL6SWxXQwCVP0*tuYZ->xIY>Lh zX8|r|WLQM4Wg>h}AUxi(=uRu1vJlx5Sb02TA+q;vjg+=^4q2uk)k>O04?N+8r-`j%njWsu4?=O}oSyxZY9>6sHX*=L~7%|Q1jEytt zpIs%Mdu-y*+UiJrTg)32Md zZ~9yn@XYY1PCu@v>CgEG@W}}U$j=!i-o$|kCB!?JQQ~L)K^9?iH`ajvCem-y0fkjb zS9wR4>`&Fpx#=9zaU?%oEErkoGeL7#McPlFNyNj>T9f&OaGD6eRP8^D|Do!$3_ciq zBKS#|1k=I|J=0fi9~#PgjKmKHcgSW!{6=)5?g)WH_I*M8X82s;H&iGPz`Zaw&e%A! zV`n`(A^FLM$vIE}NhrT5Q^Z$@@3(qH_#p5|Dgc6?0=jjA0N_jR6LWT z0C**E%M2Z0(=cP&QH?j3PE$VJ8VEfJIwwB|kGogGQ3gQ$mNn--Bz{1=Gdh#OH)9i% zAHp;CeKGh(@Z9T6c9=x&exLGfAF=j(+aC@^3ys=BB`d zWJw1uXKq5$JCc6T@~y{U@NI-lTCv{Lv#0@80drB~a8X0>1GUzjz{fzkJo_|O&xVLM zrkk@*bCi>tz#X!g5Wf+fP7TdtWRc~N%SS7@9@61wCh-UKtz^goS9~TOGQ=yy4?_Q} z|G-Sr77}la{aFAyDoRV>4%tkI-^g@odrYvci|zgOC-O~$A^4mLmnXtFKCMl@=3bM) zN90JZ4Mic}c<~)6(M_Cu=;&DqItNr`Wg}{1vlJ0O7~CP7$;59aK4vL|?-0Kjen9zy zb=DYAJTobur-+2sdUb`N)o?2MxICnXHiXLRwlI zLQllJPtDMuHRz3;5_KaFC%XJVsAmaM{h3XG^~5&_JrmvZvnrsIb~6!Q*Eb-0SVh9` zcFOlJg>Z?`4?|}$y70J7*3q7&b^#S9aA!)7S0SLGol%dX3c7F~OfMV3*K>q+x!Q!G zia18DRXZp(fh;#JfPinwXB|e;uypxZYet6~i76xKiJIw1D{;D~8Ow9ZA~zd5;d0)q znQ-|nA>lHLC0xxT(hi)Y$pTHy34mOijEdNY@e(+bK9BT|q35&e;7TcL8#P$lNH>J2 zk^-)M!fSx*wutTR?ChS2Uqt+=?AFlRJtY3HS)i^_uu-38+*aR7u{Qm(a2SHSGgaO_ zrI#Q;hGX{-CsR&s`bK6s8MBegi!?T#>Jw%5g2s5f?PuaW{|PxPIBMAy5R4WxTXFei zx*tYhW{Z6~X6`uD%7!xdA9X=LSG0<^~;}b3@SsoN{g`dK8Qs6u*f0 zoEv~Hb8aBwZ#E7l2Ve?*+wlUEgWk0{Iq2|ouR-4RR3*rP6lBNg|A_dC3^Vd7Z#@a` zh(92SrwS=^4$zS?OJ)+8r$D6(zh&#WqzcO=RY;{OB0O?Q6%?nmS=ES*N>c1Xf+GMG zGtxzw*Ql_(MtUxSf^;536Tul5G=?%)5rMOo){dz6@BmGBMDZ7Z2%l`$B+ z0WM*V1ic8l8X=x5)yh_fM0#QHiCQ`s^>MuQ^`q#nGXU0szb3)c;jdA!^-6pP{ufR3E$JA>UH$ah9O^z7Z7)(yThxC7$3;zOfjqrtJ+*Z}Z6R@EPj>Suh) z^#LnEZ^D~h?!-0&s4!*<;8!xnZKDDmOMf&HE3HN92`>53Vw4cq!5(0_-gpl*IDWp+ zre8?|Ch39(N(;Q$vvFOA>9RmWA(eTk=+neNMcD|v618OIZX$dU;m5e-Fo2GzOfrOQ zAWssz4~&NtKfCOYq*9jcc<*M&C&gD9(+11c>Ck?hMG>Z1O%MNK&JEmS2>q7;JZC9AGQ2x1e7 zcz}3MGcQiuY%6&D1bltO zw*wCq@$JN+P3EB%o7dVhgwNcmV9Z*)wrz6Wl$i9dzgS=rM_CK%A*8}L5}z|6z~@}0 z=b^~C3czEoB5bTee1rJG=uZOAxhL3kFqaVVjvAZZo+xK_Vwvf^k@!PLt-7`f>Z-{M zbFopIE(+jt-T|o(B2cM-K>5gGx2yiNzTa@&MeT}SzaxAME1gcfmbXoc-ztz7yr-^rN%M*+-XdPhAqLNBD*;A!5z+1CEH21IHnkL)dzq_2o?X z65;o7-STLSR_Yqx`-s-SOB8*RZs4%$8q@*bdTHAuU9N0P$c&1lkCt%L>s*kgjvjE+ zQzl-3p{ANDNkvXQ*9bfg4;r}1O6KZXX7#&^#CjD3ZQ1>DULn@XxFJ3}@aaS?Hc&$+L3ie9`{^N2NM2LRbF*+Z_^!_6f$yO3Zq-{FH*!^u0zEaQbTV18 zO3%a^ZyvLlm;S)d8-sVmWdZc5RHe@=1iYV?s7_hHvT~OT`koN?W8_Po zJW(?{fyZ2{6VHObRi8a8F{{-GaX;-e744*dvOc3+zMzx7kGWQto!5Ulx;N%)Q-ux+ zu2*uTWZ;Ylp$9@w#>5X7;IK@u30(;~{F{L?!v(=d>4ePa1#xd3v1y-*?0UGJgO#5# z@q@t~vY8OS5uM%{9J24sE_01W**4)ARc0lcTL*kv0cShb9BR|=&I`MY8bM?`P z6Y+su)Cm^UYnylGqO1>yXLCc}$iY73d&;Pkr>}kDl1abaevp6^dw?i}4q6x$^(rau zr>|jK0i?ZEg02gopCuRN3cCQj0N9+69`#y($tm9x-{nQ14xR*@OTYmRA=ZJ*Pm2*e zR)Is`UKE1PHQ*qFvM}!L$R}~HMEtEv5|Mz!4~Tb0XEOL^YO>oEe$wQT^GVZ|2?-a|C ztbzM2x~pf$y6gxY*4xj|QmwtPF0z>H6%%0r(uic6~ZRPk=V2L_5Pshj+qd4kjEm^f~CnYwQXV zBtG;^jj>G7bJ7K2kijm7TL+Oe^$>5eyVZrK2i1j#7t)32*wposgHx{EkzIlXtKOc z1ilcLf`o@d1i~2=M^wVbCprBl=#J2Xpf~HzJ%|o>_K*BjWswd_2M0z_I5@z366RK_ z$mRAbab6~_Q!T(?4Ghq61v@876FZR?($P`C12B&(SY3y+6EITvT!{9C01A%+9z^=- zPOxkS=*u$$DsdN#;Ktw%sK@p0lt+F#LVu^l_ z3OUqhBPEUn{E$1cbN9;Nj<_tM#YuYKkZhZ1UWqGDB7Bnmj4Mw9UxiU`8ujNyb)9uk z99_5Wad(2d6Ch0R!3myVf#B{E+}%C61b25raCZyt?(Q-SE_d?2-#O==x^=7gqiber z*xhTMwSN2At9Ot8u2AqUj_1g0qlv(nF6|>Nj>r;s8rOJ~WDgONmTU_{aAY}AHe`gf z5KYPf%sGdvIIh!5Yit}>?V4|vG7TzArz|1YLjYgg@7dJ&wk0^CCOXPK8+MDsrXpwZ z403BjdGr=)uT%+DZj8tLi}b=E_d8)lBMy}EShY_iTW92|>|QkYOlZ19q(q_x$h2j` z?<4&0J>RA2b|8Ugxfy-KZ-jNc#e#KkHo|IchuXPgQKRe>3Zb5xR(_C5CnVz>2@_xP zNbyA7V~Y6THm#9K%;WAsE0x73Zka99y2*Ia%*cPjEFkn*U52iu_X7+K#NO-1o^#YO z_w#TKQU=(!WUt;ZK>E&N0{-^Khq7rEt^=Cpb(U*oAImde0<$&9CxEdQZso z%1uU-05m^0&1{|e#dl89l}dIYx4D*TV48@B)yd=^6QG=6pz(?PUCpQa6+P~D5je>A zX9ve+AB#UVOMmo^`-=1GPtQanQI~oTf0e%FSjMh2N75B@(SUf}A97uXdvz26-3IAn zxi`Ml;)=Te@)fRJRs}q988-zE@<_6KxOQ2$6KvM&>Hj7nHGM#pZ)?nBQBGDzZUYRz z!EU_sdk*^wL+$hN>g8LqVcPGp-GdRI7rbwPJ{)=Z;Am~0UP$wi_%?a)gr+5ylp2|zfQ%8kO@{6WO0*qVFXRjeU4 z&ZrCjR)oBha&Gag#{@{ahg(0#P&YE{rHM}k?f4K3dr+0E57jur*y`i(Ik*+6Gg(V# zoi9YGtE!Qzj*QxnB)=?y*w{JLmMVr2M| z47KN0!TQ;#osB#5Z~!t7#3=Z)2%?^=9zXOVj@Hcb>+=3pbuO(^U&E6C@>{MBM@OMBfxXdxjYxo^ZyYI`usw(pXl8B@Zl z2=}T+R_k$pcO?zG;uxtz>{+%AZ3AwdGTphi_4PXQ*YHx3IEp-ECY8cErZJ()u&w4@ z5fTLOW^lCT3cDm!+?6JN_ZDsX$E1lB2eRC4-Wr17uZ7sR6HbQhLyY1Dg(YO;HdE^e zd(`}yd;3CiJKU4@vVSwZOG?l<%_>Hmqh=A|k}b|Oj~LDWuL0hLkKLJi@61d4LTE82 z?kY(3FpYWHhRvi{hT6>&pdb#hD94EgCaFg!ACr-Ig3giJu{?0=$O=mk!&H%1w>iHF zHA^=MAku0IErWtaxY(A_lVjKtJmB}z_&+mV1-aH^;aV^!>S7Cgmp(GSE@}=`W^QMH zHV=}2Dst!LAHlBHdvZ$3f=@BgeS)m)L4?(Bwaz^wCneUfhT*S0LV1M&@4n{8t!8wi7V2h((M+Ng1CE|e;A(KvYQQ+a z$EaIC;4r;-tnj;mu?&cWmi+3~c-KHWVX^WIDe|zJ6wA`Vmp9}9LS1}VLuaeg} zW80m(G4gAf2pkQA{K39MB82iD3lEfS5c56FHOlWuuG&wrb{@~K2-VK$;fWPM%{4%G zy8k8jZW=jZ@gB1-kC67|lyb=o`Q(c@;A0OnTde9(6Bqltbc(ZZl{#%iPX?WHZ>SxR zJSR>lx;XdMY<{j}k%IN(qft)b*d!ne4LHY#w215m^NaV;ktTnNPf_XuP5}8xet%UR z7QMa1fdOPr;5}s46NBrvd(2MzD&ifOjXaNER;ex`kvodfNRF!f#N=_j*unk%6mnx% zotKLfjajRncrwkmoDYH*M?RVXAu->pk@UhHBDzzkIBHb4eBrf#*6&Zn}3J|L>8 zoz^ZBLXC#(qw#cVZe|5PDt#ENo2{{W{R;H)#D~l+vZ!ko=g)oBfBJgo&tG}7OBArM zJJ#+$j0aa@R~t1hJfxJlNwKajn~nwB44(V55?mUBa*0TOxOje2Oz%K7?1b<+OpLiC z9M9ax?2#%a2G@z7qLt?R)p)zRI*@hPpYjY0%(Pk4OK23hC^;0Ma0~@ZiA}ONg&46u z09@k$q^!GYkzAU>Q2>;>wk(Y`PaaQl7f1Xahl$!|y5wl$+A$p;{9NgEeVQ=~FVb6! z2EGMru76ufh-^coxtEp9E2o!_|0Ill5-A6e_SzT<7}WnW+6L<}(J7S<$e(^|tK#D~Y9WbJ$@?y*E!y40P7E~|Erdpj1d&xQ zpVE!B`Q}WY>aey<-7fW)dV_N2xIM*VY3~(uc+F{CT|%k z>LmZwj1siTP0Q#8!(R?^hfgCB_R>h&yDXZB`LP>nnIZrtdqoHej)-X z>CkQ)qS6Bp;8aH^-P0X-lv_M@C0?F&8>Z_qI$4`(SirW4)7@K=n;x4QoI?`;#2q@K z>MJPBBoZN~kMUZ`$;OBY(B;78OZ}YIt{{5fKMra2Fy_BJ@Hd6KdH-)7M6XO9BpFH#`m6t7=rPH;l61BM|+~- zr9`KdK6OTq4P=C-9p3cQtz{#gT;$Mvnx7)-VOg%%gZ(~q9rF&KBYv=vubxxs(aDB! z-e(Jhsw-3#($2<$SqCr0*rmQF9px5xTmEsfP?hsW!1fut`7#g|@2&#Di8(3yP{y|@@-q&=`3>ewk`QYJ=ia_f<)YXW`|f(fyJb-reVcbZ z6_q>}b>d-@Mn|0H{|l<~0^By}Xx+T7SegdqPEOrxIgqkUE>0-Mp6NcYv%y&>J%X#7tfhvsLPb{pV1omAj9 zq)(cyiiId^oBhNjWsNeXhi0^kjh}%NQQ1EMLoj!^03WtBbVN;p`ZfO~JE)hde1m zu!etBLCqgz@bKkXqdD(g2RZJc{;0TmL_!WeLp3g`@dOE^C+;}RY>Eakyf+#VFM9fw zA2|V9juag$oDoaM18Q<5d<#2;5)S?~)V`$KRoe`Qg* z@gnqiXSRD4klTnFlEq5s(X79_6(ATEb&@InNcZ9R)9DU$0O-?Mts*j?0Pvma@Z+0gquTZElj204ydTbTFVx`4&$f{ zeRZV@M69bS+;AFrtlv%%Hpg)=L#0r41SD?=@ux9TG!oza4t2v15oEczSJ4Yu87$OE zhtHAL$SGlECbO$BECkuxa&y%EbYoC`hG5>YV%Gx760;&h$@4SMF#J8zuMy%}ucrOH9W zEio@>AWSvI6Rcf@x^^_{7jnv?B7XPWg-=NGEVh1jMm>aPA+9LHmEXn4pvKA)r@ z(r?1?P3cf0T*yGGjGuRBOA&wV%^n?65yxh6#7v4stX<*= zQaIk+f6$k%xtBxos+*lW-=Lp01OxGU;ONL0; zrXM~7S${UF1lYJF<_V3iMKQ8rOgppN$5zEmPK9f3(~=F5SERxcofGzDVoHr0%5Luu zSV`Z1X*vP)hh3s?$rHEqZ#`=Z$$>KjhMf`)rf~E)Irc`8WC{$T9 zlj5w{IsBr4pmjKFsrTrkxKKVXzro*232q-z!FXm?>HJN!l7|n6j|j9d++aEher4ku zQOF8>O&|o>SLHXpM*0U$IJ4a`lFGZ7Q z>9PUER~zz8$z(Br5s_4>4oM}iBPanSxw_$J`^a(fYlu7BeJvS_hT>O;x^)yw*MWL^ zL4TYKwcK|KYKosR(1@rgqTX^aF?28i3!x)(eCeYt9*@5L;&KkEZn5J7AXn1e)Chd&$f%UYW5V)5k+kA>{X0VpbhD zp>GSVovxy7{7QxZ>3izKDXgFV%e+}<0U;}Kz z#+{mCE!JLDeGuovE_JX#f`nc$tg6zO8lQTX#&3A%k|(7;)D+HMnu!d)@5l&~zL*&m zuOlZhrf#`0KPJ?Xjx(#w`6f(HDWj)Pw>{{wSAiPE(!}mLMUBUfPKG4WaFX`AuU_>(z1#v*ezStgPxutS(CfE~oal z!JI8ZOr>9hIAop1Nm&j~IfM4_L$gkfRAfC##1*ZPj3W zvYXAX!GfN(H0p`!CbR$arTXg!$h0a&ZD9d9&DSR@;KYDDu3s_IFaz@?S}Hk>AYs$k zPH^Z z2j!fpLZ>x76zMI( z%po{mfdS(Jlhp+v-6%db!d4(6(lyos&mj|za=4soRtifaEDn2>2|d?1CF1TDhmimu z$Oy19b$`;|m#(3Zyk`4;s30Bc1u1F}B`fues85 zqgLw@j}41r6*ev8$fA>|xsJ2)f+jTTWPP%4rTvcFE-qxcS({Q>zlY^zp0ESLu+|9eAP}!1fJa|T% zuuaK*kVRq7aYRQK`cxbZkZ zMy)_>GD7X$12{_X8`e+y`GPPQd>J8xg>H8b{g!g%%oF(bV;#5rGPBbP3=Ox9PpVf% zBqFRka(X<2?Cay~9m6ATGs*FwbB14$Jh584gmTsx^H)i^gO7ac<9r>%CvKj8H*}$$ zEr_yS7{cCL3KeDy-d{(EIB#!$$_k=Ot+Qg#dr@zBCb0eV#Gfv2wtyC*;`wmKg@hm4rlkh|r% z43|p2o4vr1>t;WYYnN*3mU2HBPJiXo&_{f!5Z`NX$+=r?IqrFp-7r4*uAk431S;11 zSqk_Ky!6-BJC{78x^Nm^UAvu$DRphI^bZ!-bzg42wz~ewfF(RUPHih4H?v;q&fE6> z?q-+bm(n4H@*|=Z=nzzzpF60XFQLdE2>-FgY`l~qR_t1>wYY&k+c(9d!@`{R*es4_ zC4EgED~NA@TnBS`UNAfpeHw;m7OFiQv2I3Ii;NTpHe#6Hn%{NVVOrofVf_}CF9nKn zEE?vhh|4@nxu4c$#JJTaKB-mznY+G(%~-X;-e&YxTA&js)ykW9n5k^-;PW-@od6{a zbm(@F10vT!R6`2jW3}b3AX=cFE_+Fsq+R6%pw2_xtMVC%kEAS{In;bj`+J#02oD0! z!2WM%M?w1UR5wD}ZF5x%(H*biLO*5JhJ5ljBq{X}ZtGyHDGdd$z6nKy1Z|@+yybE6 zJ`1;w&hk_y&9{|#@Z${%xsvSqZl81EW#O-lATUTQ!DYr$l)DJ(7%bPf>~u=W0gi)K z#)qgv)eKyXIKdQ6QW$O%COP^CM2HjwR0$x~aSqI3t>`BTLOEeh4+jTtCc*DqSZxX< zLMh(|-5ib|mo#0REyO0)@xRHdF`T>6VZHSsAUYgDC;1n{@KWw#@4hU3pP@kO6V5Fk zz8JQ%dB~O~nN{hvG2%|jSSx0N2 z;Lgl(uM;R^oI0WLvE(p(ve6xb3g} z*lB&{Hu7n)nR|bRek*U!d2iL25yM&8s`+7N*0+#K{S?TV(B>D8Mwxu5&)De4; z4@#15{b4wJEwsd2geSDxoD5Z~+U?{1!Z~=DE1mNNiwS?=`n+#ksh3qo`>`4CnPI+m zZ3Wz0sO<+x$hKQtGCi80|I-e&u?fZc;+7mU`@HTfyMS5qySJ4H3638%;7F#rSA=^u zRGG}9K*N}Oa%t7Z{RAMJSKJ-_*vvSS%;>#tO-?zs3P#Mw7Zm^SB;sO$ou8C2b&H;r zzPm|&tlF7fxMU*h(3>4m+i_FjZt+VcMkODi1AmE0>Q&$u%&FPun_LF*#XDlJ;VqYt zds_$2r908y2NrYVwHOBgVX>{?=$WnwuUnQQcf@six~Jl|iX*(=;NDQAm_P>Pd|8J- zJ`}M>Gb*GALC>X9n}rEh$1WaSG{3I|sAmG7CriO@1)*fMUzYl$utkZOnETz*130Lq znn@qH@n~RFlPTjXnIM;NhM6d06*M#q1dEExT4B{M5v~%FfQ%3v z-1_HXAMrokDMvh`0qXM(BHV5}eWK&(ziK7u>61xt&tU2@7Dpy85&;x%0;2EET1f#l zG`cVX37;iZV$6Voi1959G`vN9122eG1g>bJ*X_H4NV{4!o`e<0w7P~P#Ti6^8jx;b zf?qf~H6`D1Eyp{D+zV95Ae7b)UkSb+Q5tWXa*>3k0?RTn0_e?m5N9q36;v^wn*D{dvA1!DWIY( zGTBFe07t}G14a!&OM}WcP^oJeDM6<05MEjNG~1W7)6DVRaKyidi2Kv#pePu!H*!Vq zF2@^M`Xb9m?q2$6R1&QT1){zx?{OFd+=?@hF3OM^6cM65kMUtlK~}<-ne5L~%_HZ| zp#tZpy6sA=|lt%{^<sFpxvIEP0QVboH@aFmbfza>C%BLQXub>MURNj%^}1G<&3!3*3!Q(w|Ff5v zQ{d?$dk0lJr~&=@a#xev2Cz5F*Dcd&e>f4GNa}14C?r)zD3FAxZ^hIvutWXiX+7xh zA?ViPI#$e~As4~QAu$CTLtpk{Y~Ti1j(3TmpZM53!yP+@SlK$z-gYE0@ngB${?h=k zYj37$qV#5owHLn%n-RM5!1aXqF_GWlS#D=OTu9>i@ zpF>f)&IqO)y2t$x%OmY`q4p`LPh5WMXzAuKfRwN{ZdUjpz{2lT*o=oICgKx=r*GEn z36BX;H&lf!@$6~aMD-6IL^ia(gV71CcWeHu{MauW>iR@`2^%@a?|Kn(ZBBTvUd~4k zvdMj)!5go8wr|e|ov&xYulJ#EU@6O;7~lIrw>=_c(x+a4h$X1M@dca?uHNuy@8~Bo zM8A&P5bRtYsot4eP}KF2lVAAaC1p8Y{IZv@P@VleQcPrZy8KPTuuO*S!Mg39yVFPO ztiLfcl4i;oRn7ecE8ErkWl7gpw^~T+v+lw{Nurmt*>DVKZt!K>=nNp#K)Zic#<5+7HpH8sEIk_;lWQkZeaV4`^A-on4QIqvx({VUVODD3-#-- zEgP?VoljiRXOGbL5AGM$!g{YItDTrZ>7m0`>&s06g(Y`>%D??ZQrh@9$S;< zZW~PI)?d6T^EQ;qFILu;wf5)t(>LBW1}S`B_k5p6-ar$+FUi7h*VS*}3xXSpk&&a( zi5s4A8H}*H$Hy11)JDfkE|~z zwby^}wA8wtZ#b>AUea3m-PmAa8=Bir7TVr+)}y=e_B?L_z7smBYL_B+~C8pQQhuJ5@p9}cBk9Jb)nD0 zbca_BK<{xU^hMN*SWoz2K>>793D;`(YzAr9kmYqJ3C`owwEGG9!d4g*?AA!2wH)<3I%P^J<}6HHyLV7|3V6z-*bzjp!OaD|(&v*V|g& zSC#GerjTK2b!^n{4PG7RLx!d2tz9j2PC#*XW>}@^{pRTTR@?s8-1+tZ*{wb8ZU62e zePhAa=gp?@dWW2i;C%0_8hlp0QGPavZv1K$qi1t-vH`JwZ>xg0J_D zZ;uncZ`J>Ze5LdCAp7kx`|X+H?FB&a2$6d4qc6zB_f1B_7m)wSG64*4x+nl_ z_~wZL#)SuR+n-k<+X!n74JvHx9QD1lzg)ijUS8OEA=rTICQiewIawG1hU?Jc>ID$xxPIv`0r0Wk-+Kfab@gu8W5 zEvt>4K0ix57Y;QIJulB6;9gRUZ7MC8>nUHJ7RDs2f(k3Ij%;QWE-im0LjLE&tHh`m zc&Wsjmpj5Ra(BZq)q3bPwJfdfJ_52zv;|u29CX`wie=}xh7WO@hy1jmC%4kR? z2)y=sEgQVX@%c>d={vXZ@O&k~_CzNjt6xcAH*ul2c{X zn>Lj|?)USv3LEs>_u?JR;eoqsp{K$@gGTa+qOI55pip(;XFLAHdoT6ZOT>j^-+K_5 z``atE(;g;;o^P|4>hpBRtDUj8*V_n4&-eXtBHmM8VGl6J(g={i= z7S^B8kgZ}-$$?)d!7LabC# z@PRnp2i|X-eEyOQlSBTJ7@Q6{acXg4xNN$fuk`QFKUJJoIL6g`8;$Gej=jU7JFa(Y znetMtaG{2r%r@r)vf4nfz0hqlGUd*blNbh_?e78^W}dVOCf1Z6L$$zLzAfpPY4`|u zE}>)m>lTMJC)+buG6qd?m?2>J#y8?mB2^C+CF%p`LyH;%HCH zr7#t|C^USI%|U(@4|82h1MPJwH_Me8w0I}ss)k+H84WfGy(B!}qW3)u@RC71wmz;a z2xaf=v&7-m+}SA<`paELc(bH5naTCoVnzo!pyCu3&)i6mez1nT6IX$9!n5AEi{FTUs25!zk5~}LTsL1$(Cud(6l3ktSj^g|4VBs#TZh?e z`o&`cq9>X|W*CTD!9YBba|*&sI+Q`#8ZE>S1eKKq!ec$$lDhJfAWIEEUokq)nl;~> zf2-?iDG6)ARdl63CRIEL?1HZYJ>=M!|Z=6t68lm+s75B$vk zabMM8TmfZQpmv=!73+c(%hpK@Txm+im#ALLkkBFCj7M!kS;1=o3XndKD-}q*lSkkb z8BWFjWx%Klb6-8)*kGU7Z8h$p)=KVwW$tZDPdO$^2s> zX@vZhF$c9gWz%alwo)A<>y#11r%J5XhIx(qQ3Ha-|CVXmRYQGp$k zXZv!$%V4tzU9Ggl6m#|2gYaJBMFkw075w%i#kXLjwT%?rxbay5!83XKsl7q~A<-W_ z>}6rUaTQ&t|Bx!~hp|f~)`&JnX6A$%OT^?oj}wxrk&Pn z^C=BBdEbSDdJNiiAj)3wwiy-cNC$E6tD|YZdNv854;Y?ThE!~57s8qGYoQAgo)YEk zfZ76hvwEcQ@7N#X4kOFDO=a=kxu|`~?}F#4iF7t43dbZmiDbtaFE`z!+03N|^D0+x zl&fE1<&3LCAC}mzvo9Bs!5NQLBaCyO7xWWGq996UxpxRK&#^WK<^QTg^>??H>L_14 zN{q(HZvo0jpbSb6Jg*I`@JI1zzYKeQZ(&&6WU?BI=&kL|?}c?)F&ofXRP`J7nPtE{ zGZn|^iRY%{jXL#!Itw}5zy)(Q#DkJam)GzdONjwH~4sMDZRrz zq2kyNb!XJNI1tRrC#pULc;Cmta}6gwE)7=fxq`X=13xU;wtBq3^dFamg+jF}!5`YqE}SGy zebu3)H1grHYp@4=NYicQjWD$kkzw6pwNg9WzjWI5l)f3;kq=eW$S4k8o6-Qek|jgdNJcS_?aet=f zVGU$17~_CTizq-UwHiEZzwiIRS;L_rxWSMv*{9}u>S}e+1LUvl`$@uJ){qRkm;0I8 z;lba_x+UeJGJ>Y!!yQ zKiDeKB@W`?pe(f;(mPU)Q{I9vgIsW}ocpVLbBTU(iJCQ@7=vDO0=;N*7%`9>cSbIe z1`+L@QFbd->bkQC#u*Xf326C`+#W z#@NL1QrpQ_V(f|SVcmjHKwxEPhr^Ds^XUkr2oe0DZk1Vr6d?el2<7YE%C+zQ5jfGm z$a_brOGeI(@z{gi`%jj$iDYin!I*D7L_&=e-|vnI=DHa*Qz2vZL$2l=wo{A=p|*Gb zoPi%cqU|uiV6aY)W$I%4WUzh|P{5Tpge?)x=nx!z$a}^+@8623^1C)f96#=sG?cZv zNW3pSkzHqGFLmO_+<4RQmQDse=hmO5kK=!_x51aI3 zO|gcb$wfKNXUTb3k#H*Yg!;ddTVa2}g3TCpsk%blE=ZI?V{#P%aa42O6YsgIS<-Kx(Qj;i{Ah_CZh)LH$CP+bOiTe15n?}!zm zIfm`&_o5h>(Uzp_XPKv^d*wv~mH@|90nlm{`%m3F^WuH-CqFoW*m2&#Yr!Hr%bf0E zzxojfV6}aLh3wbQgJ#-fCiM_3z)o@9BS$k$&>{zsR*5{2Eqc`jsD9yEfD^Q0*6^-} zU6jmYUxf~2F!|lg(eJM&EzrPDconuZW>{-(f z+Q)v+0ZT`A?ey9oTp&Iv9b(7x>+eN=jNkjuBLo~RF!+frT)iLuPFXW-Yhk8V<~vw1V$YAp~JRjVDXXClz=SI^VN= zIjxU2#FiYn^bbKKvDHQrC7bsQA8}NXs`Lf^NUVYBvN!&tB`LQ2No3&p`=-^7uI9UT z7e{<&3qNKyNWmdE-@fb{3(9{Wx7ghin52f0qWR9to4|Oq-hZ-vNsks5#R+E4JMstpQ!oJfEaC)+H7r>RLd0S@i? zJSu9Tff6TtC_60);BE#?;Q*Q0j~&@8o~(+G#vA>LfcvGdAtQFG-KUL#YTbU!^QJ#P zL&_GOg(EfflgqBB?Ad?_z$mnKeEo4JO$N})6RV9U1GNfYw@+|&epzQfNzk(P50vBX zL|a=j9_IX@IwfFz-)B7*fCP`0hI#djIgFD|8j5D8m4N;*+RAh)@oCf@Oa3>{MJla#|$E<$NXg+ zTS?;f{rGnVn#iA4;d8Q=j4<%ben$$5Z;io>SC(w|loDo8)swsj6T20hxu^b7wYx>_ z)({WiID(f| zC9q4x3`NF2t|hrr7x*7Q&#WU1jN7{W!!a@Kr)t=vxHuo&rCqjSO3Nx_6&`8!0*wZj znapLMA>O>jq_Dr^uYIdpB#`wUz7ccps)TQMX=`c=y0wyHht;assaDIw-JFNa0c*bG z3XX|A#!C0U$zmdZfQD@=B*i%_OwIlsl%3|kp#x9b7x9hHwp+(gJy z`S|p6SLNfj;%XbmUnXRp-W3;z0LNX*bfrH%1MEEO&XFXD75!r;bu!c<(fiIYv;BA; zJ|ffB%6|$OByp{}@Tp(q(FDEp&;>U|inG!T6NPWef;VNITgj%r!c{r@&rsWqp^x9g zF=QW!U{nn$=GYy?z)0x!zyI2kYA>n{=;#V3vT@oJ%2lZtIw5to7;PRAHbV(#*Q~ii zZr-0JZD5?vaKkHhmj`mlNAA>2=s-PM3-5mg)64t|9QOYLM^xfp;F!xwj`}ST71Qz; zIOuiyZJ(9-0D%!n%IaJD1zb_Y^9Jn6k#li1eC(=8HNPYAAbJaaO8haWh^;`*^fG=P zpZ_s0bA%4wc=R6@ER>kBm z>`}=YEe>8O&$)gVT7}!w3oZ)H1tV5|FLg>jZFaqb94p5 z8IDixvpBLLmKL1iL-{~tC^tAhap3MMQX=t1G{>5K(O?t<4cbzpM#jzY4ea}-TQfYg z4nrD<&{UtmC%XTHYd9R~6c1;O^s-^*4yHYlY@E-tGtQE={d8T#!I=fx?qn)WuWJwO z>bL#mg3AhzZM+JZoyh86_<&A^17h8xCjZTl-N1d~@O@eE{=Y%vtZ)uu82I^gNjCSdW?KXu94V{$x5<;Ve&rj@57yn=Q__FsGKA73ISRh$) z_tI|+&7S1-N6cg7Bkb4U@ez86(5$yr$VUg;we8+!o022WHHh!Rsj4w1Fcem;#RbNC zT)s@W$N(_Uio`H_h`9*3C#;0diNx0bQ`yM5s^s%q?Ks8zT7f7~O%>Fn4)Xrf9!Ee9 z-f>y)onaKQTNP4po}Nj!j##<=B_0W~q(B4-DV74HtkwN3YrK%M=3trA|DUqvm4uL@ zmns8w8kzWCo(0f&>3@3`|4EOujzsUrrD@H|82(L<)b^D!5E!wvfxrmwgDj$h9nmDQ zxf4v3d`=u}6sh^H2u(G$TLkoaMj}K6D*w6`{ZZp+6hsz9v5bn<{WDSfwTAV$_6}|Y z5S=x#vqpkyCSEEqZP{{2)7pmPSu0n~h02@snW!hW7f*s{1eZX+6&p&f6dPj~e$Eu6 zU*ZRbkB@AADXsrCjqy?c|7%=a?HcsxL8kT{%Z-r@7KqRqpmP7(C{GKvqk64cX{P0B zXBmlzJzncI`cNL5BGR!tX=c^~TyIp5JkW3I@r061NL`~#+RI*YNJ@d|%)!l=+%!~S z(fTm5{8#FJW(0t_t?b zW{mP1Ap_y<;}9DagJacfG9sfPu%UA+qG8-fmfn_e*i91UIX$AwMB9vHwq<0mh(Z}N z8ro)88hI0J0|7<$GF@yDhXmQs~}PtRflF8N@AM`1XQqA09mzA=&GKF9-@VW#5tGWg%(=1k_GrO1P zm&cbqYo-H=i}(nh5-9?8$%Mn7nm|Pb1N(Dqn4>$pmqwuU1B-^N35Nt)hE+l}1D7`b zXxBmem1pYv!==Q$ILW>}`Py9i0r?Yq-DdmW{I_S2dGHqVFnkr;@@~I);{qY1IE=6! z$Cqzc1dc?_zoT3y%YrbxXyZSn$<1)J#u^>|S#!hx*QB0On3>HU@?=IFqc&8yB@4>L zK+j&Go#s0h$HjwwsnG*b6*zny__R!sT3qve5e~#O-pR;deiKNN6Z3EV0bvTjhyRx; zY^nZX3g`dD6qiOAbdW4(!hiJ`>BwBxWXFVHCVjRp(T+fF;W=6O8!zK0D=5#z!ORk zN|C-H*q9CVla7-G+UX+%i-FMGC?v+MbXHjKV+;WKqss?7SKampFD?K*8a-)0Zc zapg$AJt7**g)I5qHakvpB&`{30LNS)$J|+wq!@P7JiL5F7Z(q32RFm3D1o!7Ps+ci zQXJ)-J6^E}#F9XUEULjs=``sCki@9gQ2(bky=Arxv(a``)~J8 z?yvh-%bD{t#g3o>)z#5$%XE6mD~5B&A#2NX&@%Dvqg8*ZII`LUGl)Xo6>va7A?)*X z?eKbYc?Ej7dT6Y6-FN|=KgYle3HZAE+~3|`&pfR3&YUDq#B5~YUtS%62KC0X&pV!O zuU8(N?m#mN!jMPjylp(}fxYh5){2G6g$2F6++H4=p5J;m$bCJ%z3;ODfNb*Y3whU0 z0YQMT>)qpCV{*(vXlJK@kni)uR`KA551%mP*u#z2*E60%&*$awq0QxX4^*s_BCL@%Yx**h zmXZcu-P_tr3?3TWRFfB$dsdX*KVEC<>7JlwPrvFfpHW?}(BwCS_8qyKCXY-v4$@R8 zU>-d=`?Q>2JAemVJm+tp>dqMUSCWB^8wOSstu`AO%hA9Fh4&3aZPq;}hTnGXZH4Cc zynW?N9@G?^zmIfwJf|o5f=XH0X5EGAv66i4i5{x~2YT7BHE3OpAZm4#5enN=_G8Ft zAJyBnXaxy%Y8P}oOK1zUK3zf9m0}K$OFdpc#p?}LqvAtWc4wwu zR+g`a8QKZEuJcqC>&~|ooRK`WGn$a2S;Kn++HTNEd>DmPt<3kA!O+g1*PR>W!mrl` zQM<1rpaWqctM{)4C!k*Ge9TZ&;pdeToV!NM>%HE)(&x(y-^%s~t>TE4&|3$>vzNP_ zk&&5)z0TMB$NR@WQPF)Jz!Lkm$PK~~=jYe&%rf*WG##cQOupc1Kr@$vZgWxk&eK}w zE9p}4!2)Q+M1L^sf~Hk|-go_jXbchWx$EZ$aii^wftpSAdi*C7v~}-hg^Nys&bw=N o#{E5e^SaRhFqm-N+nZ?gPOloAx$p+Aenb2vgunk$0UqlA0E7O94*&oF literal 0 HcmV?d00001 diff --git a/research/gauge44-ends7-t16/construction/layers_p6n/P6N-SPEC.json b/research/gauge44-ends7-t16/construction/layers_p6n/P6N-SPEC.json new file mode 100644 index 0000000000..43c3ec265c --- /dev/null +++ b/research/gauge44-ends7-t16/construction/layers_p6n/P6N-SPEC.json @@ -0,0 +1 @@ +{"ends":[{"U":[256,128,66,34,16,8,6,1],"labels":[512,513]},{"U":[256,128,72,40,24,4,2,1],"labels":[311,510]},{"U":[256,128,66,34,18,10,6,1],"labels":[522,327]}]} diff --git a/research/gauge44-ends7-t16/construction/layers_p6n/layer_end_controls.py b/research/gauge44-ends7-t16/construction/layers_p6n/layer_end_controls.py new file mode 100644 index 0000000000..dd321fe255 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/layers_p6n/layer_end_controls.py @@ -0,0 +1,199 @@ +"""layer_end_controls.py LAYERED-WORD.json.gz ROUTING OUTDIR (env PR635_CODE): adapted PR635 cold_end_controls.py (LayerReviewer): raw-word negative controls for the cold low-frame ends and the +refactored cleanup accepted by hpe_audit_and_transport.py. Every mutation MUST be rejected (AssertionError); the +unmutated word MUST pass. Apache-2.0. DreamingOfClouds with Claude Opus 5.5 (Anthropic), via Claude Code.""" +import copy, gzip, json, shutil, sys, tempfile +from pathlib import Path +import os +sys.path.insert(0, os.environ['PR635_CODE']) # PR635's unchanged hpe_audit_and_transport.py +import hpe_audit_and_transport as atc + +src, routing, outdir = Path(sys.argv[1]), Path(sys.argv[2]), Path(sys.argv[3]) +word = json.load(gzip.open(src)) +v, R = word['report']['v'], word['report']['R']; n = 2*v + R +regs = lambda e: [e[1]] + ([e[2]] if e[0] == 'add' else []) +meta = word['refactored_cleanup'] +cold = [int(h) for h in meta['cold_low_frame_ended_helpers']] +npre = meta['premix_gates']; nlow = meta['lower_frame_gates'] +early = word['early_cleanup']; eidx = {i for i, _ in early} +rest = [i for i in range(len(word['cleanup'])) if i not in eidx] + + +def trial(w): + """None if the transport audit accepts w, else the AssertionError message.""" + tmp = Path(tempfile.mkdtemp()) + p = tmp/'w.json.gz'; p.write_bytes(gzip.compress(json.dumps(w).encode(), mtime=0)) + try: + atc.run(p, routing, tmp/'out') + return None + except AssertionError as e: + return repr(e.args[0]) if e.args else 'AssertionError' + finally: + shutil.rmtree(tmp, ignore_errors=True) + + +# Pinned rejection reasons: each mutant must fail at this assertion of hpe_audit_and_transport.py (message substring). +ENDPOINT, COLDPRE, CONE = "'arbitrary-dirt endpoint'", 'touches a cold hyperplane-ended helper', 'hpe cone pre-check (row / column)' +WHY = dict(premix_to_precondition=COLDPRE, premix_dropped=COLDPRE, e_premix_dropped=ENDPOINT, lower_dropped=ENDPOINT, + remainder_dropped=ENDPOINT, coefficient=ENDPOINT, into_full='cleanup on non-FULL end', dyadic=ENDPOINT, frame_below="'nonmonotone'", + nonmonotone="'nonmonotone'", other_frame=CONE, cone=CONE, extra_end=COLDPRE, marker='cleanup is not the literal reversed inverse', + target='refactored cleanup touches a target', profile_pin='paid local profile differs from the reported local_profile', + entering_precondition='zero-frame precondition/compensation touches an entering helper') +assert trial(word) is None, 'unmutated cold-end word must pass' +results = [] + + +def reject(name, mut, why): + """the mutation must be rejected, and for the pinned reason (a substring of the audit's assertion message).""" + w = copy.deepcopy(word); mut(w) + msg = trial(w) + assert msg is not None, 'cold-end mutation accepted: ' + name + assert why in msg, 'cold-end mutation %r rejected for the wrong reason: %s' % (name, msg[:300]) + results.append(name); print('rejected', name, '|', why, flush=True) + + +h0 = cold[0] +i0, U0 = next((i, f) for i, f in early if h0 in regs(word['cleanup'][i])) +r0 = rest[len(rest)//2] + + +def premix_to_precondition(w): # premix before the wrappers; compensation then reads the cold ends + w['precondition'] = w['precondition'] + w['A'][:npre]; w['A'] = w['A'][npre:] + + +def lower_gate_into_full(w): # a lower-frame gate on a cold-ended helper executed in the FULL remainder instead + w['early_cleanup'] = [x for x in w['early_cleanup'] if x[0] != i0] + + +def drop_cleanup_gate(w, i): # remove the gate AND its early_cleanup entry: a structurally valid word missing one gate + w['cleanup'].pop(i) + w['early_cleanup'] = [[j - (j > i), f] for j, f in w['early_cleanup'] if j != i] + + +def other_frame(w): # a different frame of the same dimension as the cold end (another cold helper's) + f = next(w['helper_final'][str(h)] for h in cold if w['helper_final'][str(h)] != w['helper_final'][str(h0)]) + w['helper_final'][str(h0)] = f + + +def extra_cold_end(w): # declare a premixed partner of h0 cold-ended at h0's frame: fails the row/column cone + p = next(r for e in w['A'][:npre] for r in regs(e) if r != h0 and h0 in regs(e)) + w['helper_final'][str(p)] = w['helper_final'][str(h0)] + + +reject('premix placed in the zero-frame precondition (before the cold wrappers)', premix_to_precondition, WHY['premix_to_precondition']) +reject('one premix gate dropped (the compensation then reads a cold-ended helper)', lambda w: w['A'].pop(npre - 1), WHY['premix_dropped']) +reject('one lower-frame cleanup gate dropped (gate and its early_cleanup entry)', lambda w: drop_cleanup_gate(w, i0), WHY['lower_dropped']) +reject('one FULL-remainder gate dropped', lambda w: drop_cleanup_gate(w, r0), WHY['remainder_dropped']) +reject('lower-frame gate coefficient changed', lambda w: w['cleanup'][i0].__setitem__(3, w['cleanup'][i0][3] * 2), WHY['coefficient']) +reject('lower-frame gate moved into the FULL remainder (touches a cold-ended helper at FULL)', lower_gate_into_full, WHY['into_full']) +reject('lower-frame gate frame below its registers\' frames', lambda w: next(x for x in w['early_cleanup'] if x[0] == i0).__setitem__(1, U0[:-1]), WHY['frame_below']) +reject('cold end at another dim-4 frame', other_frame, WHY['other_frame']) +# PROFILE-PIN control: without its helper_final entry the cold-ended helper is a valid FULL-ended helper; the word is +# rejected because its reported paid profile (which counts the low end) no longer matches the frame chains. +reject('profile pin: cold end dropped (valid FULL end, but the reported profile counts the low end)', lambda w: w['helper_final'].pop(str(h0)), WHY['profile_pin']) +reject('extra cold end on a premixed partner (the compensation reads it before its wrapper)', extra_cold_end, WHY['extra_end']) +reject('refactored-cleanup marker removed (literal-inverse rule applies)', lambda w: w.pop('refactored_cleanup'), WHY['marker']) +reject('remainder gate retargeted to a target register', lambda w: w['cleanup'][r0].__setitem__(1, v + 3), WHY['target']) +reject('non-dyadic remainder coefficient', lambda w: w['cleanup'][r0].__setitem__(4 if w['cleanup'][r0][0] == 'add' else 3, 3 * w['cleanup'][r0][4 if w['cleanup'][r0][0] == 'add' else 3]), WHY['dyadic']) +reject('profile not updated (paid climbs misreported)', lambda w: w['report']['local_profile'].__setitem__('5', w['report']['local_profile']['5'] - 1), WHY['profile_pin']) +ent = [int(h) for h in sys.argv[4].split(',')] if len(sys.argv) > 4 else [int(h) for h in meta.get('entering_low_frame_ended_helpers', [])] +for e0 in ent: # ENTERING LOW-FRAME ENDS (ColdSupply extension; every entering end; absent for words without them) + j0 = next((i for i, e in enumerate(word['A'][:npre]) if e0 in regs(e)), None) + print('entering end', e0, 'premix gate', j0, flush=True) + k0, Ue = next((i, f) for i, f in early if e0 in regs(word['cleanup'][i])) + def to_pre(w, j0=j0): w['precondition'].append(w['A'][j0]); w['A'].pop(j0) + def other_hp(w, e0=e0, Ue=Ue): w['helper_final'][str(e0)] = next(f for h, f in w['helper_final'].items() if len(f) == len(Ue) and sorted(f) != sorted(Ue)) + if j0 is not None: reject('entering end %d: premix gate dropped' % e0, lambda w, j0=j0: w['A'].pop(j0), WHY['e_premix_dropped']) + if j0 is not None: reject('entering end %d: premix gate at frame [] instead of its entrance E' % e0, lambda w, j0=j0: w['A'][j0].__setitem__(-1, []), WHY['nonmonotone']) + if j0 is not None: reject('entering end %d: premix gate moved into the zero-frame precondition' % e0, to_pre, WHY['entering_precondition']) + reject('entering end %d: lower-frame gate dropped (gate and its early_cleanup entry)' % e0, lambda w, k0=k0: drop_cleanup_gate(w, k0), WHY['lower_dropped']) + reject('entering end %d: profile pin: end dropped (valid FULL end, but the reported profile counts the low end)' % e0, lambda w, e0=e0: w['helper_final'].pop(str(e0)), WHY['profile_pin']) + reject('entering end %d: end at another hyperplane' % e0, other_hp, WHY['cone']) +# Pinned rejection reasons of the COLD-BEYOND mutants (substrings of hpe_audit_and_transport.py assertion messages). +MYWHY = dict(tw_precondition=COLDPRE, tw_dropped=COLDPRE, tw_coefficient=COLDPRE, tw_other_block=COLDPRE, + tw_entering='zero-frame compensation reads an entering helper', + ab_dropped=ENDPOINT, ab_coefficient=ENDPOINT, ab_early=ENDPOINT, ab_live=ENDPOINT, ab_centre=ENDPOINT, + ab_lower="'nonmonotone'", ab_higher="'nonmonotone'", + sh_dropped=ENDPOINT, sh_coefficient=ENDPOINT, rel_dropped=ENDPOINT, rel_coefficient=ENDPOINT, rel_live=ENDPOINT, + h8_other=CONE, h8_lower=ENDPOINT) +# COLD-BEYOND primitives (present only when the word carries them): frame-[] target writes in the premix (explicit +# post-wrapper compensation of an ended helper's dirt) and forward absorptions into dead registers. +nw = meta.get('premix_target_writes', 0) +if nw: + wi = [i for i in range(npre) if v <= word['A'][i][1] < 2*v] + assert len(wi) == nw + + def writes_to_precondition(w): # the target writes run before the cold wrappers (inside the zero-frame precondition) + g = [w['A'][i] for i in wi]; w['precondition'] = w['precondition'] + g + w['A'] = [e for i, e in enumerate(w['A']) if i not in set(wi)] + reject('premix target writes placed in the zero-frame precondition (before the cold wrappers)', writes_to_precondition, MYWHY['tw_precondition']) + reject('one premix target write dropped (compensation must read an ended helper)', lambda w: w['A'].pop(wi[0]), MYWHY['tw_dropped']) + reject('premix target write coefficient changed', lambda w: w['A'][wi[0]].__setitem__(3, w['A'][wi[0]][3] * 2), MYWHY['tw_coefficient']) + # (reading another register that carries the SAME weight of the ended helper's dirt is a valid variant, so the mutant reads + # the same factory slot of the next block, which carries none of it) + entering_regs = sorted(int(r) for r in word.get('start_extra', {})) + reject('premix target write reads an entering helper', lambda w: w['A'][wi[0]].__setitem__(2, entering_regs[0]), MYWHY['tw_entering']) + reject('premix target write reads a cold helper of another block', lambda w: w['A'][wi[0]].__setitem__(2, 2*v + (w['A'][wi[0]][2] - 2*v + 16) % 224), MYWHY['tw_other_block']) +ab = meta.get('forward_absorption_A_indices', []) +if any(len(word['helper_final'][str(h)]) == 8 for h in cold): + # with dim-8 cold ends, the centre-retargeted absorption first leaks an ended helper's dirt into the cut's targets + MYWHY['ab_centre'] = COLDPRE +if ab: + # the ColdBeyond U_b absorption (q += -1/2 g); ColdThird's extra absorptions have their own controls below + a0 = next(a for a in ab if word['A'][a][3] * 2 == -word['A'][a][4]); g0 = word['A'][a0] + + def absorption_moved_early(w): # absorbed before the absorbed register's last kernel write + e = w['A'].pop(a0); j = max(i for i in range(npre, a0) if g0[2] == w['A'][i][1] and w['A'][i][-1] == g0[-1]) + w['A'].insert(j, e) + + def absorption_into_live(w): # q += a g moved right after g's previous frame-mate gate, while q is still live + e = w['A'].pop(a0); j = max(i for i in range(npre, a0) if g0[1] in regs(w['A'][i])) + w['A'].insert(j, e) + reject('forward absorption dropped', lambda w: w['A'].pop(a0), MYWHY['ab_dropped']) + reject('forward absorption into a centre (a live register read by the cut)', lambda w: w['A'][a0].__setitem__(1, next(c for c in word['centers'] if c not in g0[1:3] and c not in cold)), MYWHY['ab_centre']) + reject('forward absorption coefficient changed', lambda w: w['A'][a0].__setitem__(3, w['A'][a0][3] * 2), MYWHY['ab_coefficient']) + reject('forward absorption placed before the absorbed register\'s last kernel write', absorption_moved_early, MYWHY['ab_early']) + reject('forward absorption placed while the absorbing register is still live', absorption_into_live, MYWHY['ab_live']) + reject('forward absorption at a lower frame than its registers', lambda w: w['A'][a0].__setitem__(-1, w['A'][a0][-1][:-1]), MYWHY['ab_lower']) + reject('forward absorption at a higher frame (FULL) than its registers', lambda w: w['A'][a0].__setitem__(-1, [256, 128, 64, 32, 16, 8, 4, 2, 1]), MYWHY['ab_higher']) +# COLD-THIRD primitives (present only when the word carries them): several absorptions after one input gate, dirt-release +# absorptions (a dead port takes a live helper's value so that a hyperplane unit's column has no dirt on it), and cold ends at +# a dim-8 frame with lifted partners. +hyper = [h for h in cold if len(word['helper_final'][str(h)]) == 8] +if hyper and ab: + sh = next(a for a, b in zip(ab, ab[1:]) if b == a + 1) # two absorptions sharing one input anchor + rel = next(a for a in ab if a - 1 not in ab and a + 1 not in ab and word['A'][a][2] in hyper and word['A'][a][3] * 2 != -word['A'][a][4]) + hh = hyper[0]; ih = next(i for i, f in early if hh in regs(word['cleanup'][i])) + reject('second absorption sharing an input anchor dropped', lambda w: w['A'].pop(sh + 1), MYWHY['sh_dropped']) + reject('shared-anchor absorption coefficient changed', lambda w: w['A'][sh + 1].__setitem__(3, w['A'][sh + 1][3] * 2), MYWHY['sh_coefficient']) + reject('dirt-release absorption dropped', lambda w: w['A'].pop(rel), MYWHY['rel_dropped']) + reject('dirt-release absorption coefficient changed', lambda w: w['A'][rel].__setitem__(3, w['A'][rel][3] * 2), MYWHY['rel_coefficient']) + jr = max(i for i in range(npre, rel) if word['A'][i][0] == 'add' and word['A'][i][2] == word['A'][rel][1]) + + def release_while_read(w): # the release runs before a kernel gate that still READS the port (port live) + e = w['A'].pop(rel); w['A'].insert(jr, e) + reject('dirt-release absorption moved before a kernel gate that still reads the port', release_while_read, MYWHY['rel_live']) +if hyper: + # dim-8 cold-end controls for EVERY dim-8 cold end of the word (read from the word's helper_final and the recipe meta's + # cold_low_frame_ended_helpers), not one representative per terminal frame + for hh in hyper: + ih = next(i for i, f in early if hh in regs(word['cleanup'][i])) + Uh = word['helper_final'][str(hh)] + reject('dim-8 cold end %d (frame %s) at another dim-8 frame' % (hh, Uh), lambda w, hh=hh: w['helper_final'].__setitem__(str(hh), next(f for h, f in w['helper_final'].items() if len(f) == 8 and sorted(f) != sorted(w['helper_final'][str(hh)]))), MYWHY['h8_other']) + reject('dim-8 cold end %d (frame %s): one lower-frame gate dropped (gate and its early_cleanup entry)' % (hh, Uh), lambda w, ih=ih: drop_cleanup_gate(w, ih), MYWHY['h8_lower']) + reject('dim-8 cold end %d (frame %s): profile pin (end dropped)' % (hh, Uh), lambda w, hh=hh: w['helper_final'].pop(str(hh)), WHY['profile_pin']) +# FACTORED ACCUMULATOR (CarrierBypass; present only when the word carries one): a lower-frame tail gate a += x*g on two +# non-ended registers whose accumulator a is afterwards read by a dim-8 cold end's tail gate (h += y*a at its U). +ended_all = {int(h) for h in word['helper_final']} +tailg = [(i, word['cleanup'][i]) for i, _ in early] +accs = [] # EVERY factored accumulator gate (one per accumulator register a), each controlled on its own +for k, (i, e) in enumerate(tailg): + if e[0] == 'add' and e[1] not in ended_all and e[2] not in ended_all and len(next(f for j, f in early if j == i)) < 8: + if e[1] not in [word['cleanup'][j][1] for j in accs] and any(t[0] == 'add' and t[2] == e[1] and t[1] in hyper for _, t in tailg[k + 1:]): + accs.append(i) +for acc in accs: + a = word['cleanup'][acc][1] + reject('factored accumulator %d (gate %d) zeroed' % (a, acc), lambda w, acc=acc: w['cleanup'][acc].__setitem__(3, 0), ENDPOINT) + reject('factored accumulator %d (gate %d) coefficient doubled' % (a, acc), lambda w, acc=acc: w['cleanup'][acc].__setitem__(3, w['cleanup'][acc][3] * 2), ENDPOINT) +outdir.mkdir(parents=True, exist_ok=True) +(outdir/'COLD-END-CONTROLS.json').write_text(json.dumps(dict(status='PASS_COLD_END_RAW_WORD_CONTROLS', word=str(src), rejected=results), indent=1) + '\n') +print('PASS', len(results), 'cold-end raw-word mutations rejected') diff --git a/research/gauge44-ends7-t16/construction/layers_p6n/reproduce_p6n.py b/research/gauge44-ends7-t16/construction/layers_p6n/reproduce_p6n.py new file mode 100644 index 0000000000..f9eb173bc1 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/layers_p6n/reproduce_p6n.py @@ -0,0 +1,78 @@ +#!/usr/bin/env python3 +"""Rebuild the p6n word (NoTriReopen): the layered no-triangle word with p123's lane rebuilt as three factored dim-8 pairs. + +Input: a fresh `construction/layers_np/reproduce_np.py` output directory. Its swapped HPE word (hpe/) and its +layered word a9de804f... are pinned there. Steps, each checked exactly: + 1. layers: PR635's unchanged build_cold_end.apply(swapped HPE word, COLD-LAYERS-RECIPE-P6N.json.gz). The recipe is + NP's cold-layer recipe (cold44, s4, x30, b6, q4) plus the six cold ends of P6N-SPEC.json, built by NoTriReopen + with JP8Ends' stackJ/stackE (the CarrierBypass premix-only factored construction): [512,513] at + U(256,128,66,34,16,8,6,1), [311,510] at U(256,128,72,40,24,4,2,1), [522,327] at U(256,128,66,34,18,10,6,1). + The output word sha (34b683fa...), profile and widths are pinned. + 2. layer-end-controls: layer_end_controls.py (Q6Reviewer-signed variant fc58c569..., which controls every dim-8 + cold end individually) on the p6n word; exactly 95 rejections at pinned reasons. +The promotion step (construction/promo/reproduce_promo.py --base p6n) builds the final word and its native locals. +Apache-2.0. Driver by ColdWitness after NoTriReopen's runspec.py. +""" +import argparse, gzip, hashlib, importlib.util, json, os, subprocess, sys, time +from pathlib import Path + +HERE = Path(__file__).resolve().parent +NP_SHA = 'a9de804f194eeb39f52a4c6e54c14d93e881bec4b632694249733ed410b58113' +P6N_SHA = '34b683fa08f0' # prefix; full value is the recipe's output_content_sha256 (asserted equal below) +LAYER_CONTROLS = 95 + + +def read(p): + raw = Path(p).read_bytes() + return json.loads(gzip.decompress(raw) if str(p).endswith('.gz') else raw) + + +def enc(x): return json.dumps(x, sort_keys=True, separators=(',', ':')).encode() + + +def load(name, path): + s = importlib.util.spec_from_file_location(name, path); m = importlib.util.module_from_spec(s); s.loader.exec_module(m); return m + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True) + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--np-dir', type=Path, required=True, help='construction/layers_np/reproduce_np.py output') + ap.add_argument('--out', type=Path, required=True) + a = ap.parse_args() + out = a.out.resolve(); assert not out.exists(); out.mkdir(parents=True) + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = a.main.resolve() / 'research/complex-k492-owner-repair/vendor/multicold' + parent = src / 'vendor/pr558/vendor/pr552' + npd = a.np_dir.resolve() + assert hashlib.sha256(enc(read(npd / 'layers/FULL-WORD.json.gz'))).hexdigest() == NP_SHA, 'np-dir must hold the pinned NP word' + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src), PR635_CODE=str(up / 'code')) + for k in ('PYTHONOPTIMIZE', 'XPARAM', 'EXTRAH', 'PAIRING_RANKS', 'DIAG', 'HYBBUDGET'): env.pop(k, None) + bce = load('upstream_cold', up / 'code/build_cold_end.py') + rec = read(HERE / 'COLD-LAYERS-RECIPE-P6N.json.gz') + w = bce.apply(read(npd / 'hpe/FULL-WORD.json.gz'), rec) + raw = enc(w); got = hashlib.sha256(raw).hexdigest() + assert got == rec['output_content_sha256'] and got.startswith(P6N_SHA), ('p6n word', got) + rep = w['report'] + assert rep['local_profile'] == {'1': 2540, '2': 358, '3': 446, '4': 178, '5': 56, '8': 8}, rep['local_profile'] + assert rep['width_inventory'] == {'4': 64, '5': 48, '7': 54, '8': 122, '9': 216}, rep['width_inventory'] + (out / 'p6n').mkdir(); word = out / 'p6n/FULL-WORD.json.gz'; word.write_bytes(gzip.compress(raw, mtime=0)) + print('PASS p6n word', got, flush=True) + t = time.monotonic() + with (out / 'layer-end-controls.log').open('w') as f: + rc = subprocess.call([sys.executable, '-B', str(src / 'code/run_portable.py'), str(HERE / 'layer_end_controls.py'), str(word), + str(parent / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz'), str(out / 'controls')], + env=env, stdout=f, stderr=subprocess.STDOUT) + (out / 'STEPS.json').write_text(json.dumps([dict(step='layer-end-controls', exit_code=rc, seconds=round(time.monotonic() - t, 3))], indent=2) + '\n') + assert rc == 0, 'layer-end-controls' + ctl = read(out / 'controls/COLD-END-CONTROLS.json') + assert ctl['status'] == 'PASS_COLD_END_RAW_WORD_CONTROLS' and len(ctl['rejected']) == LAYER_CONTROLS, len(ctl['rejected']) + print('PASS layer-end-controls', LAYER_CONTROLS, flush=True) + print('DONE', word, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/leaver/CHAIN-PINS-k8.json b/research/gauge44-ends7-t16/construction/leaver/CHAIN-PINS-k8.json new file mode 100644 index 0000000000..afd0467911 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/leaver/CHAIN-PINS-k8.json @@ -0,0 +1,89 @@ +{ + "np_profile": { + "1": 2422, + "2": 408, + "3": 494, + "4": 136, + "5": 56, + "8": 8 + }, + "p6n_profile": { + "1": 2428, + "2": 420, + "3": 482, + "4": 136, + "5": 56, + "8": 8 + }, + "lec-p6n_pins_sha256": "d87ed7b5869bed4a3d266f0ce5fc784cbe88340a625d22ab9f580fa00872df19", + "lec-p6n": 95, + "lec-p6n_not_applicable": { + "extra_end": "partner 282 already cold-ended at h0 273 frame (identity)" + }, + "promo_controls": 11, + "lec-promo_pins_sha256": "d87ed7b5869bed4a3d266f0ce5fc784cbe88340a625d22ab9f580fa00872df19", + "lec-promo": 95, + "lec-promo_not_applicable": { + "extra_end": "partner 282 already cold-ended at h0 273 frame (identity)" + }, + "jx_controls": [ + "C0_identity", + "C1_741_only", + "N3_plain_join_moved_reads" + ], + "lec-jx_pins_sha256": "d87ed7b5869bed4a3d266f0ce5fc784cbe88340a625d22ab9f580fa00872df19", + "lec-jx": 95, + "lec-jx_not_applicable": { + "extra_end": "partner 282 already cold-ended at h0 273 frame (identity)" + }, + "hybrid_controls": [ + "C0_identity", + "donation_after", + "donation_after@226", + "donation_after@228", + "donation_after@230", + "donation_after@231", + "donation_after@232", + "donation_after@62", + "drop_preread", + "drop_preread@226", + "drop_preread@228", + "drop_preread@230", + "drop_preread@231", + "drop_preread@232", + "drop_preread@62", + "drop_restore", + "drop_restore@226", + "drop_restore@228", + "drop_restore@230", + "drop_restore@231", + "drop_restore@232", + "drop_restore@62", + "recipe", + "restore_full", + "restore_full@226", + "restore_full@228", + "restore_full@230", + "restore_full@231", + "restore_full@232", + "restore_full@62" + ], + "lec-hyb_pins_sha256": "d87ed7b5869bed4a3d266f0ce5fc784cbe88340a625d22ab9f580fa00872df19", + "lec-hyb": 95, + "lec-hyb_not_applicable": { + "extra_end": "partner 282 already cold-ended at h0 273 frame (identity)" + }, + "frame_build_controls": 3, + "lec-frames_pins_sha256": "b07279e41ec9d8f89e8509081e1e7f2c8e8b062fd951b22608a03ac461982914", + "lec-frames": 95, + "lec-frames_not_applicable": { + "extra_end": "partner 282 already cold-ended at h0 273 frame (identity)", + "other_hp:554": "tail frame dim 5; no other helper_final frame of that dim" + }, + "canonical_sha256": "d1bf3c6f250a61be7421ce566668092f362c465274fb472d4bb01fc80cba9b23", + "program_sha256": { + "forward": "683f83231d4d4890a7fc3d18f30d4ac7bfbd7bbdf4e7ff57ad0eb09e8a5f571c", + "backward": "2d184e4d9d48aa4d5e3679368ee0eca7e0388b1966eb05e0fd17d22d00d36293" + }, + "clifford_recipes_sha256": "e3bfdfa2c044f14c00a8706950c8ae838ceeedd9ca78a83bffefe7886219516a" +} diff --git a/research/gauge44-ends7-t16/construction/leaver/CODED-CELLS-k8.json b/research/gauge44-ends7-t16/construction/leaver/CODED-CELLS-k8.json new file mode 100644 index 0000000000..cd23561e0b --- /dev/null +++ b/research/gauge44-ends7-t16/construction/leaver/CODED-CELLS-k8.json @@ -0,0 +1,2826 @@ +[ + { + "cell": "01+", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 1 + ], + "x1": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 0 + ], + "x2": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 1 + ], + "x3": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 0 + ], + "x4": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 1 + ], + "x5": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 0 + ], + "y0": [ + "target", + 65 + ], + "y1": [ + "target", + 64 + ], + "y2": [ + "target", + 33 + ], + "y3": [ + "target", + 32 + ], + "y4": [ + "target", + 25 + ], + "y5": [ + "target", + 24 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "-1/2" + ], + [ + "y0", + "x1", + "-1/2" + ], + [ + "y2", + "x5", + "-1/2" + ], + [ + "y3", + "x4", + "-1/2" + ], + [ + "y4", + "x3", + "-1/2" + ], + [ + "y5", + "x2", + "-1/2" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x2", + "x5", + "1" + ], + [ + "x4", + "x3", + "1" + ], + [ + "y1", + "x2", + "-1/2" + ], + [ + "y3", + "x0", + "-1/2" + ], + [ + "y5", + "x4", + "-1/2" + ], + [ + "y0", + "y5", + "1" + ], + [ + "y2", + "y3", + "1" + ], + [ + "y4", + "y1", + "1" + ], + [ + "y1", + "x4", + "-1/2" + ], + [ + "y0", + "x5", + "-1/2" + ], + [ + "y2", + "x3", + "-1/2" + ], + [ + "y3", + "x2", + "-1/2" + ], + [ + "y4", + "x1", + "-1/2" + ], + [ + "y5", + "x0", + "-1/2" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x2", + "x5", + 1 + ], + [ + "x4", + "x3", + 1 + ], + [ + "y1", + "x2", + 1 + ], + [ + "y3", + "x0", + 1 + ], + [ + "y5", + "x4", + 1 + ], + [ + "y0", + "y5", + 1 + ], + [ + "y2", + "y3", + 1 + ], + [ + "y4", + "y1", + 1 + ], + [ + "y1", + "x4", + 1 + ], + [ + "y0", + "x5", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y4", + "x1", + 1 + ], + [ + "y5", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "0", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "0", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "-1/2", + "0", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "0", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "0" + ] + ] + }, + { + "cell": "23+", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 23 + ], + "x1": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 3 + ], + "x2": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 1 + ], + "x3": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 0 + ], + "x4": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 1 + ], + "x5": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 0 + ], + "y0": [ + "target", + 71 + ], + "y1": [ + "target", + 67 + ], + "y2": [ + "target", + 97 + ], + "y3": [ + "target", + 96 + ], + "y4": [ + "target", + 89 + ], + "y5": [ + "target", + 88 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "1" + ], + [ + "y0", + "x1", + "1" + ], + [ + "y2", + "x5", + "-1/2" + ], + [ + "y3", + "x4", + "-1/2" + ], + [ + "y4", + "x3", + "-1/2" + ], + [ + "y5", + "x2", + "-1/2" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x2", + "x5", + "1" + ], + [ + "x4", + "x3", + "1" + ], + [ + "y1", + "x2", + "-1/2" + ], + [ + "y3", + "x0", + "1" + ], + [ + "y5", + "x4", + "-1/2" + ], + [ + "y0", + "y5", + "1" + ], + [ + "y2", + "y3", + "1" + ], + [ + "y4", + "y1", + "1" + ], + [ + "y1", + "x4", + "-1/2" + ], + [ + "y0", + "x5", + "-1/2" + ], + [ + "y2", + "x3", + "-1/2" + ], + [ + "y3", + "x2", + "-1/2" + ], + [ + "y4", + "x1", + "1" + ], + [ + "y5", + "x0", + "1" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x2", + "x5", + 1 + ], + [ + "x4", + "x3", + 1 + ], + [ + "y1", + "x2", + 1 + ], + [ + "y3", + "x0", + 1 + ], + [ + "y5", + "x4", + 1 + ], + [ + "y0", + "y5", + 1 + ], + [ + "y2", + "y3", + 1 + ], + [ + "y4", + "y1", + 1 + ], + [ + "y1", + "x4", + 1 + ], + [ + "y0", + "x5", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y4", + "x1", + 1 + ], + [ + "y5", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "1", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "1", + "0", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "0", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "-1/2", + "0", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "-1/2", + "-1/2", + "0", + "-1/2" + ], + [ + "1", + "1", + "-1/2", + "-1/2", + "-1/2", + "0" + ] + ] + }, + { + "cell": "45+", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 23 + ], + "x1": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 3 + ], + "x2": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 23 + ], + "x3": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 3 + ], + "x4": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 1 + ], + "x5": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 0 + ], + "y0": [ + "target", + 39 + ], + "y1": [ + "target", + 35 + ], + "y2": [ + "target", + 103 + ], + "y3": [ + "target", + 99 + ], + "y4": [ + "target", + 57 + ], + "y5": [ + "target", + 56 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "1" + ], + [ + "y0", + "x1", + "1" + ], + [ + "y2", + "x5", + "-1/2" + ], + [ + "y3", + "x4", + "-1/2" + ], + [ + "y4", + "x3", + "1" + ], + [ + "y5", + "x2", + "1" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x2", + "x5", + "-1/2" + ], + [ + "x4", + "x3", + "-2" + ], + [ + "y1", + "x2", + "1" + ], + [ + "y3", + "x0", + "1" + ], + [ + "y5", + "x4", + "-1/2" + ], + [ + "y0", + "y5", + "1" + ], + [ + "y2", + "y3", + "1" + ], + [ + "y4", + "y1", + "1" + ], + [ + "y1", + "x4", + "-1/2" + ], + [ + "y0", + "x5", + "-1/2" + ], + [ + "y2", + "x3", + "1" + ], + [ + "y3", + "x2", + "1" + ], + [ + "y4", + "x1", + "1" + ], + [ + "y5", + "x0", + "1" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x2", + "x5", + 1 + ], + [ + "x4", + "x3", + 1 + ], + [ + "y1", + "x2", + 1 + ], + [ + "y3", + "x0", + 1 + ], + [ + "y5", + "x4", + 1 + ], + [ + "y0", + "y5", + 1 + ], + [ + "y2", + "y3", + 1 + ], + [ + "y4", + "y1", + 1 + ], + [ + "y1", + "x4", + 1 + ], + [ + "y0", + "x5", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y4", + "x1", + 1 + ], + [ + "y5", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "1", + "1", + "1", + "-1/2", + "-1/2" + ], + [ + "1", + "0", + "1", + "1", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "0", + "1", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "1", + "0", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "1", + "1", + "0", + "-1/2" + ], + [ + "1", + "1", + "1", + "1", + "-1/2", + "0" + ] + ] + }, + { + "cell": "67+", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 23 + ], + "x1": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 3 + ], + "x2": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 23 + ], + "x3": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 3 + ], + "x4": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 23 + ], + "x5": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 3 + ], + "y0": [ + "target", + 31 + ], + "y1": [ + "target", + 27 + ], + "y2": [ + "target", + 95 + ], + "y3": [ + "target", + 91 + ], + "y4": [ + "target", + 63 + ], + "y5": [ + "target", + 59 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "1" + ], + [ + "y0", + "x1", + "1" + ], + [ + "y2", + "x5", + "1" + ], + [ + "y3", + "x4", + "1" + ], + [ + "y4", + "x3", + "1" + ], + [ + "y5", + "x2", + "1" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x2", + "x5", + "1" + ], + [ + "x4", + "x3", + "1" + ], + [ + "y1", + "x2", + "1" + ], + [ + "y3", + "x0", + "1" + ], + [ + "y5", + "x4", + "1" + ], + [ + "y0", + "y5", + "1" + ], + [ + "y2", + "y3", + "1" + ], + [ + "y4", + "y1", + "1" + ], + [ + "y1", + "x4", + "1" + ], + [ + "y0", + "x5", + "1" + ], + [ + "y2", + "x3", + "1" + ], + [ + "y3", + "x2", + "1" + ], + [ + "y4", + "x1", + "1" + ], + [ + "y5", + "x0", + "1" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x2", + "x5", + 1 + ], + [ + "x4", + "x3", + 1 + ], + [ + "y1", + "x2", + 1 + ], + [ + "y3", + "x0", + 1 + ], + [ + "y5", + "x4", + 1 + ], + [ + "y0", + "y5", + 1 + ], + [ + "y2", + "y3", + 1 + ], + [ + "y4", + "y1", + 1 + ], + [ + "y1", + "x4", + 1 + ], + [ + "y0", + "x5", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y4", + "x1", + 1 + ], + [ + "y5", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "1", + "1", + "1", + "1", + "1" + ], + [ + "1", + "0", + "1", + "1", + "1", + "1" + ], + [ + "1", + "1", + "0", + "1", + "1", + "1" + ], + [ + "1", + "1", + "1", + "0", + "1", + "1" + ], + [ + "1", + "1", + "1", + "1", + "0", + "1" + ], + [ + "1", + "1", + "1", + "1", + "1", + "0" + ] + ] + }, + { + "cell": "67-", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 2 + ], + "x1": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 21 + ], + "x2": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 2 + ], + "x3": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 21 + ], + "x4": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 2 + ], + "x5": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 21 + ], + "y0": [ + "target", + 26 + ], + "y1": [ + "target", + 30 + ], + "y2": [ + "target", + 90 + ], + "y3": [ + "target", + 94 + ], + "y4": [ + "target", + 58 + ], + "y5": [ + "target", + 62 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "1" + ], + [ + "y0", + "x1", + "1" + ], + [ + "y2", + "x5", + "1" + ], + [ + "y3", + "x4", + "1" + ], + [ + "y4", + "x3", + "1" + ], + [ + "y5", + "x2", + "1" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x2", + "x5", + "1" + ], + [ + "x4", + "x3", + "1" + ], + [ + "y1", + "x2", + "1" + ], + [ + "y3", + "x0", + "1" + ], + [ + "y5", + "x4", + "1" + ], + [ + "y0", + "y5", + "1" + ], + [ + "y2", + "y3", + "1" + ], + [ + "y4", + "y1", + "1" + ], + [ + "y1", + "x4", + "1" + ], + [ + "y0", + "x5", + "1" + ], + [ + "y2", + "x3", + "1" + ], + [ + "y3", + "x2", + "1" + ], + [ + "y4", + "x1", + "1" + ], + [ + "y5", + "x0", + "1" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x2", + "x5", + 1 + ], + [ + "x4", + "x3", + 1 + ], + [ + "y1", + "x2", + 1 + ], + [ + "y3", + "x0", + 1 + ], + [ + "y5", + "x4", + 1 + ], + [ + "y0", + "y5", + 1 + ], + [ + "y2", + "y3", + 1 + ], + [ + "y4", + "y1", + 1 + ], + [ + "y1", + "x4", + 1 + ], + [ + "y0", + "x5", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y4", + "x1", + 1 + ], + [ + "y5", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "1", + "1", + "1", + "1", + "1" + ], + [ + "1", + "0", + "1", + "1", + "1", + "1" + ], + [ + "1", + "1", + "0", + "1", + "1", + "1" + ], + [ + "1", + "1", + "1", + "0", + "1", + "1" + ], + [ + "1", + "1", + "1", + "1", + "0", + "1" + ], + [ + "1", + "1", + "1", + "1", + "1", + "0" + ] + ] + }, + { + "cell": "01-", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 19 + ], + "x1": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 17 + ], + "x2": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 19 + ], + "x3": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 17 + ], + "x4": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 19 + ], + "x5": [ + "source", + [ + 0, + 1, + 6, + 7 + ], + 17 + ], + "y0": [ + "target", + 69 + ], + "y1": [ + "target", + 68 + ], + "y2": [ + "target", + 37 + ], + "y3": [ + "target", + 36 + ], + "y4": [ + "target", + 29 + ], + "y5": [ + "target", + 28 + ] + }, + "scaled": [ + [ + "y0", + "x1", + "-1/2" + ], + [ + "y1", + "x0", + "-1/2" + ], + [ + "y3", + "x4", + "-1/2" + ], + [ + "y2", + "x5", + "-1/2" + ], + [ + "y5", + "x2", + "-1/2" + ], + [ + "y4", + "x3", + "-1/2" + ], + [ + "x1", + "x0", + "1" + ], + [ + "x3", + "x4", + "1" + ], + [ + "x5", + "x2", + "1" + ], + [ + "y0", + "x3", + "-1/2" + ], + [ + "y2", + "x1", + "-1/2" + ], + [ + "y4", + "x5", + "-1/2" + ], + [ + "y1", + "y4", + "1" + ], + [ + "y3", + "y2", + "1" + ], + [ + "y5", + "y0", + "1" + ], + [ + "y0", + "x5", + "-1/2" + ], + [ + "y1", + "x4", + "-1/2" + ], + [ + "y3", + "x2", + "-1/2" + ], + [ + "y2", + "x3", + "-1/2" + ], + [ + "y5", + "x0", + "-1/2" + ], + [ + "y4", + "x1", + "-1/2" + ] + ], + "unit": [ + [ + "y0", + "x1", + 1 + ], + [ + "y1", + "x0", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "x1", + "x0", + 1 + ], + [ + "x3", + "x4", + 1 + ], + [ + "x5", + "x2", + 1 + ], + [ + "y0", + "x3", + 1 + ], + [ + "y2", + "x1", + 1 + ], + [ + "y4", + "x5", + 1 + ], + [ + "y1", + "y4", + 1 + ], + [ + "y3", + "y2", + 1 + ], + [ + "y5", + "y0", + 1 + ], + [ + "y0", + "x5", + 1 + ], + [ + "y1", + "x4", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y5", + "x0", + 1 + ], + [ + "y4", + "x1", + 1 + ] + ], + "coefficients": [ + [ + "0", + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "0", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "0", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "-1/2", + "0", + "-1/2", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "0", + "-1/2" + ], + [ + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "-1/2", + "0" + ] + ] + }, + { + "cell": "23-", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 2 + ], + "x1": [ + "source", + [ + 0, + 1, + 2, + 3 + ], + 21 + ], + "x2": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 19 + ], + "x3": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 17 + ], + "x4": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 19 + ], + "x5": [ + "source", + [ + 2, + 3, + 6, + 7 + ], + 17 + ], + "y0": [ + "target", + 66 + ], + "y1": [ + "target", + 70 + ], + "y2": [ + "target", + 101 + ], + "y3": [ + "target", + 100 + ], + "y4": [ + "target", + 93 + ], + "y5": [ + "target", + 92 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "1" + ], + [ + "y0", + "x1", + "1" + ], + [ + "y3", + "x4", + "-1/2" + ], + [ + "y2", + "x5", + "-1/2" + ], + [ + "y5", + "x2", + "-1/2" + ], + [ + "y4", + "x3", + "-1/2" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x3", + "x4", + "1" + ], + [ + "x5", + "x2", + "1" + ], + [ + "y1", + "x3", + "-1/2" + ], + [ + "y2", + "x0", + "1" + ], + [ + "y4", + "x5", + "-1/2" + ], + [ + "y0", + "y4", + "1" + ], + [ + "y3", + "y2", + "1" + ], + [ + "y5", + "y1", + "1" + ], + [ + "y1", + "x5", + "-1/2" + ], + [ + "y0", + "x4", + "-1/2" + ], + [ + "y3", + "x2", + "-1/2" + ], + [ + "y2", + "x3", + "-1/2" + ], + [ + "y5", + "x1", + "1" + ], + [ + "y4", + "x0", + "1" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y3", + "x4", + 1 + ], + [ + "y2", + "x5", + 1 + ], + [ + "y5", + "x2", + 1 + ], + [ + "y4", + "x3", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x3", + "x4", + 1 + ], + [ + "x5", + "x2", + 1 + ], + [ + "y1", + "x3", + 1 + ], + [ + "y2", + "x0", + 1 + ], + [ + "y4", + "x5", + 1 + ], + [ + "y0", + "y4", + 1 + ], + [ + "y3", + "y2", + 1 + ], + [ + "y5", + "y1", + 1 + ], + [ + "y1", + "x5", + 1 + ], + [ + "y0", + "x4", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y5", + "x1", + 1 + ], + [ + "y4", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "1", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "1", + "0", + "-1/2", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "0", + "-1/2", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "-1/2", + "0", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "-1/2", + "-1/2", + "0", + "-1/2" + ], + [ + "1", + "1", + "-1/2", + "-1/2", + "-1/2", + "0" + ] + ] + }, + { + "cell": "45-", + "bindings": { + "x0": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 2 + ], + "x1": [ + "source", + [ + 0, + 1, + 4, + 5 + ], + 21 + ], + "x2": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 2 + ], + "x3": [ + "source", + [ + 2, + 3, + 4, + 5 + ], + 21 + ], + "x4": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 19 + ], + "x5": [ + "source", + [ + 4, + 5, + 6, + 7 + ], + 17 + ], + "y0": [ + "target", + 34 + ], + "y1": [ + "target", + 38 + ], + "y2": [ + "target", + 98 + ], + "y3": [ + "target", + 102 + ], + "y4": [ + "target", + 61 + ], + "y5": [ + "target", + 60 + ] + }, + "scaled": [ + [ + "y1", + "x0", + "1" + ], + [ + "y0", + "x1", + "1" + ], + [ + "y2", + "x4", + "-1/2" + ], + [ + "y3", + "x5", + "-1/2" + ], + [ + "y5", + "x3", + "1" + ], + [ + "y4", + "x2", + "1" + ], + [ + "x0", + "x1", + "1" + ], + [ + "x2", + "x4", + "-1/2" + ], + [ + "x5", + "x3", + "-2" + ], + [ + "y1", + "x2", + "1" + ], + [ + "y3", + "x0", + "1" + ], + [ + "y4", + "x5", + "-1/2" + ], + [ + "y0", + "y4", + "1" + ], + [ + "y2", + "y3", + "1" + ], + [ + "y5", + "y1", + "1" + ], + [ + "y1", + "x5", + "-1/2" + ], + [ + "y0", + "x4", + "-1/2" + ], + [ + "y2", + "x3", + "1" + ], + [ + "y3", + "x2", + "1" + ], + [ + "y5", + "x1", + "1" + ], + [ + "y4", + "x0", + "1" + ] + ], + "unit": [ + [ + "y1", + "x0", + 1 + ], + [ + "y0", + "x1", + 1 + ], + [ + "y2", + "x4", + 1 + ], + [ + "y3", + "x5", + 1 + ], + [ + "y5", + "x3", + 1 + ], + [ + "y4", + "x2", + 1 + ], + [ + "x0", + "x1", + 1 + ], + [ + "x2", + "x4", + 1 + ], + [ + "x5", + "x3", + 1 + ], + [ + "y1", + "x2", + 1 + ], + [ + "y3", + "x0", + 1 + ], + [ + "y4", + "x5", + 1 + ], + [ + "y0", + "y4", + 1 + ], + [ + "y2", + "y3", + 1 + ], + [ + "y5", + "y1", + 1 + ], + [ + "y1", + "x5", + 1 + ], + [ + "y0", + "x4", + 1 + ], + [ + "y2", + "x3", + 1 + ], + [ + "y3", + "x2", + 1 + ], + [ + "y5", + "x1", + 1 + ], + [ + "y4", + "x0", + 1 + ] + ], + "coefficients": [ + [ + "0", + "1", + "1", + "1", + "-1/2", + "-1/2" + ], + [ + "1", + "0", + "1", + "1", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "0", + "1", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "1", + "0", + "-1/2", + "-1/2" + ], + [ + "1", + "1", + "1", + "1", + "0", + "-1/2" + ], + [ + "1", + "1", + "1", + "1", + "-1/2", + "0" + ] + ] + } +] diff --git a/research/gauge44-ends7-t16/construction/leaver/COLD-LAYERS-RECIPE-NP-k8.json.gz b/research/gauge44-ends7-t16/construction/leaver/COLD-LAYERS-RECIPE-NP-k8.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..6850696b19a96dea7c2415998ff8b7873f92c1c6 GIT binary patch literal 30489 zcmV*MKx4ljiwFP!000023Y5Lgu5CH4o%t@ey*40;q<-pEF5I}V-7^dWMz!kYYm%Dl zL}o^ujPW%x8)uKj7~-TTN}|aB??3+g|N5W*^}qk$|MMUJ&wu{sfBe_~_#glAao?X| z{qxg5{qvtA=BJPSnf|fy8UFFl`1Jqw-#)+4=QGAs(a|2+?Jv=Ne|r1Oe}?x*_}1ai zfAjg147bk&=w~dZ4>TV1R?++UhjV0fe9S~}wEcj)I?8D0`L~ea&p+EV9c~}jxjXRw~%K|us?j-d<@mYCf zJRZ+}C*wt|Py6?XnI8WalV^_gWo4oNqT>0>Py88kB|Q$?X8(IhvHn(4`sd#ZdO^?H z)BX;$9>4L2`+79+*!H87f1c}!`a{qEgm|Uc^S|}CQtWS}^v{al33)%p`K0Ct)8C zvgPRNne=DN;OFZcJ?NN^QExqr*pE|fdL)*MksgXY)63?P;m@*S<6l2dI+OXV+y6Sy zTn_qB!Ov9hvSj<5KN(5-;|u>61@_OLe+~XCb&rq#X=n1x#pe_J#kZ_KY?;a9ss6M{ z`mOB!M1;d-;*X~7Py4msDX`7QQd<7wpT7EE!5?V;EBQ;<6v75+&6t-JV3{Q2#^<1ate z^JBKI!=Ko>4Sl4uxjNF> ztl;uUdvcNI(|p|YY)6MbYmdTHW;ExxZ*Jq1keg1m4r6T^JV@}3uQzst??hlvi z;Wh5h7IfajIT4?``a#C(x@&skO#+YPqI;%iKQLYQOnFWm#50BNnVuLt;j(9%$wiI| z=Ccc*wSN}j$!3F*PTkKu`?!S5BYn2NbGl4@J#J}+KGI|}$w+lC^K6t7u8;KLvW7m= z=da6jcplJ!SZOZZ$2_~Sgv%p+Hve<$vC^|2n_G{S_QPhASZV7X=Gl`aTpsC3F1km0 zg4wxskMxAf^AL}8bdPj;!PSwjj3SThk=7H;&a-rQvH>1xHQggUdz6H$BeiFg9v~`w z{{6*^3;eV1j|KSbFJ9tfc~TG?tnk0^;-dWsj-&I>Gn9+h_&k4du!30Xf9l@mSv`Dq zAl?fvinr$Z9kQ%&lOwqix+Jt@f)aT z6kb)&^H*QGspXO90;p>YR4oP=Zf?oPJr47DnN_Zu&@kUhOp9OXU_T@vEE zl{zQ1^JvZVYD_yodRv@hN@;~BN;>R-1NzU!Wfh##p=*Uv8*+|tw>>x%g>*J9C~j8AL$jqVZn$|c$v*4@bPR1VuH(zxOi3k6BrSAu}ShG zneoB_nT^b*ww}7xfSqctg*tqU_54qcFcX?T(Q_yo!p|2j-zFAZRgEFxnH4?sJ$XVa zky;e*d1?>vd67@>=A-ax%<}w+h|j$9yk}Fzuk#P7>cZ~9zwn{D4m>CwMPBV!s*t1KA&@`vY~ai2s%Guipkg&gR0!GlI_G zqu~1Kj5G1Ao3+A4GmI^2W#;)Vwjx8<-*Ba%lJq zm$Lv6d=^}vA^VF5?2oRBT}}5R@Ms0sujU71v+E`L4`L7SMPJ{(7JFyx1F{dM z`+&M9yWKb>SMkC{DvQB)!GFLd3KBo73cwFxkMO(jggt;4dxPu^>7Ix$_GHI6LG1;9 z;az>Lir};0`baku?^ROa2eChl{ekQcVo#o9CVPaRg(vI@+^bjyW8abPk@zi&|5a}y z$fM{Bm)}GqxEEZ1ay^;&QN=iZ5c|d0FUWo|_8YP%crQF+zZv@j*&n9+19eY!jpW5| zd*O1T5Q2|_|A5D3NPMd@EgR$9F0O$v?H^$x|dt>Y!vUl`;agvnof#AhHAp2mt52$;x>ph3m zy_kBMQ|6W<_%8SlNRve3XO)g3nenT2!k&mv_DKA!w*!nl!SBK&_JgrE$ljRl4eH+X zqS0BdRDZze^$Yd=OFoaZgWfNKyNHg^gHbUeJRe~P*s$j_>CiXqQBP#`XQodG7kVX= z%FUm8KFJu_>q#ypSZW->p40|lvl+gsq!YX&d|Ktu?`e#nuPUdmN-wx9eKP3_!Rsya zWcB061a^?`!of4dMc`RXK(B0&xgOv~_{&D>IWGev8fo2Wd0y{HajzY(a9TsFISOO zya1i7F%zKPYSwOYP_62aa!=ptP@vq?l@7894W_agORUq!nvG0=^sHv2Z>_VTkshh1 zje*Ka-$G2F^bx7sRJmXs=7M#WnbtpG*FN>mPC+%MH4w_`#8rU#b zO+}J>y$TN!ZkhOl@T(!XL-BdCLGamX$HpKfZ}KPlaczhAQF!$@p)>J0QbxxRejKJA z%W9}Yjsz|55PJK7#zF>eH8QQ&^jnQg(`Di>9gx+_#4m(TMG}0rOCk7Lfk5w{oLQhp zYfdb8V95^gf$%X5;cKPyX2E|zcF>ELWA?(!np{Z!$b!&*NYN8Se{?w9Md)O&ov~c6itqIkw3;LQ zxRij8LgE*~hXulCLr0tPa%=I@mv_&-YO{kf^!bya7pzJ+sag-jSM70dd>A$vojD1e zY%XcwXf-xsV;NiM^D3`4@+Y$R^2Z=(&v^^vm-5#_$|Q8E)vGSOet;SPOwin6w!#m+ zLXeT3h$D#ju!GoVi6Dk&^0V=*?THNe43O1u7(T9i8P3F~H?~8nJ5NSG7Zja-ttW&| ze};Q&&}++i%=(RX>hnqo!O@t4A)Y;50n_Hm(!}mP$#u+ci~;Hb!(&;SZ*BvKGFvw z`3#?mC-}-c)wQ3u8>SaCvy+yo9~D&$VoaIGkYR%N#mSt|Ddhn9o=?x@W4G}*Dc6gi z`Sb4x9tGFWekKtgh)ftlJ7dm-2SH~tG5kdO>%E)vt*3`n4mUUjezspPUX!04?*W}` z<*mcZzKCwJu{aoO5O}nY-kHX|m+oaf)-rli^=FI(|U>D!jUW8&S?c=m>Tqcq|5%GEr3W|W=pa+~6)xKuIoyUSZ z4}zcXV_C5ESnTmDfE$7jBM*H8Jqxb4ujD)BYtRqacMx>8WJV@T;0K{SKA~61sdE`{ z;#T`Tg13uD`@Q&}4OYMn7CG=_@IdfkOge+taSkA}yt2{t^TJiXA&sX&#*#ToaH_=k zrJw&~@JsTiGJ*u+>(Ky7&zeY=^=beprycgGGVK9NooG(@1)AQX$#U6G^vxtVD9HHyUewD}wJ|_9DC^@gq}C z5dNzjSMSN0_^1ycTTWRTSh4Ek25B5h#NUrgZZBKm2l=?c=B+;3YYXIVbTQ?(`TS3R ztDM)14V2YO+X48bVr{aV54|ySWj;1JJ)?lpB5Sw~O2UI_)ZhGmb z13T*^nP($>eJX%2Ws=U)^YTZp3;~_001JwxECkOZWm0KkH6s2NjP2-6NK8;Hr89U# zZ0ZP_)YTY_jS=`Qnlnj}j{pyS?j_JfZ_qCt`HA~0eyH#Nf%qAl!0#OsSQ`c+fA8Ob zJ4RzIhX5MFWTlB0Kh!cGu{OJu+Nk0*$b*eW$jp~Jsggm&hcoyfaDO!^7or-K-2l#k z^B4ND9zomZ7K|A3$?HHTuK>M^3dr{Wr7ki<0l_;W<47<5>P60d&}D~{?|JLWHgZRn zKMA$s(U4~;w+U6h5I%D|^=)^a0RVKK?SLFGAUbnKLHn9P&>6W+RL&H^C*raZ`XKZ| zI%FD0hLWz1*wy?5YD^Y~_!iKx-UyL0tV5DNiSV@XgHjO@yfOGjBRv}WyAsW&7lm#G zC-pFZ_&gIO@X6RzDGY!gaI{%J1JJK~SpuI-_j!3rl2RvA{&f5eA8d#Bj(NUlhJ|f%Z{C8cT=pg8U zWapLu$X;lec?ml9Vm0XZ0>`iGekTxw6Zl|k%pkr&e7yAa(_jMMkj+7O%hDpC?^c%b z(EBr086X{Q480KgAmUkq4!~dLps%boLlesMHdI#GI_$BMkw(gcv418Y!#9Wzqe+q_!X=D+{b~@VYkY!IFZapMM3?Lg-yuE< zkDe6ixtjx_9Z`>9Bdy{W13r!1zz5jZ`Rc_!F5dNm69m8Blo;1vYU=P;JEp=>e$IUc z3dZUS6=wOBE#&gEPTdfKaS!>kzNc!T7jSvDiJ|vp%k>(hr{=oEYR?cjLzj8!cd_-* zaiGwI;r-&#yUqcfJV*mO2=0{qX5tqdtbGFX#H$6jNE+?GC+8K|%*`Gb5|)6a2n#`K@2U zh#{p;pAa>_HBoC1|JM=3?6W-P?vd_ zw$W+)(9hq>B}AY(3#1={wuY#r5rBin*_rg5v3g0Gnt())_Dk>b^#H?9Lcb=seo{KD z!_hipZ;P=%2yUCf8zY}HkkmJ|g6rbv7vJT^y+nR>H69=0ozX z0DkT4=$|&KhV9Q_JAoh4{hQ!R`2_Fp&ICA}0CiUhnTjq!cZ~U!?)uIFuxaBRtE*j{ zfNJi>AwUVTg+5feg!uulzz4_#&yNJ)5bYoE)TF{_XVgg}ip9j|^h0<=rvf5pfx64b zkFzuBZM@t;piaJ2(rGN3>%g%(#BYXA>Iff&ms6Clf^s$iej)MYECJjZn_%qi)ujVptk*j7{sA@R zv$GX=J&{e<8ghMvOQ7|5Au7>7&Mm8}8_qgR z{B}0lL)bVp1b;u3{vIuma<-Q(%Vqc+`h-<@2j!T7_%h7xdKp+Ie!$U|Vd|qT!$jgY z8|@)%$}q{NO+%B!e;>dua2{^=EtNXb@s%#(z3?6AosiFl!T>+pLUi_*{ZJq30eIaN z0A1G67Z|LsK=Linx3XFYLGp|R5#QTKZ_0J-15Uyp65t$s5!nTn!=|Bwv%7!=Dd#`x zHyzAt&}gFO^=`V`SOi`(gS5TKnXyUlf5W&k=hGl2MNBCMAee&SmL1?40E zM5_6>f`bKwu*ntS#Shgm4K){-jL&w)#|Bc5G5Q%L8t8Rk6Mb9TsM&TymXjeR8Ee`+ z!%x;K-0LU$1?eoj{AI@#@5B;-_=(uxPfN<%Gwoa_1@O;$pH-ZGRTIDed(Wc6+heeZ)o?G(>z|F>G{SN8rxL z2ODheHvpY7d?3CYEW$5{-;Dkt@OAA{?Vs3!2(L*ChFX)Bh(|*$JLnrtae^=90Q_}n zdSi$3Xhi%`@$W(8l)Z6Jtem8kV7+wNBJg-Zv#Hk($YRW-;ORhIjxo3s>IbROu3m_# zYw*`pY|7>HE25kzyX?Z{+f18|azTOkIxo@3TAO528Lth9pAhc|U;8wo&Fu(3`^#T$ z2)K#u%)yKyjH#z$Xka{JFgniYTb>ohL0h}n`q^JAxC7IF;6LPO5#UoXi6=7!(Q$;Y znG)>soZ#z3L;qN1$$)-YvaZc+rRKv>Z?wdNL+n?)+>H#;c|s?G_wl7K?-&UE+%W+0 zxx^vuG)JSg*o^-BwN&_l^c`yRAZ=b-)1TvKhxxJ5u?Y}=O<|)`mc)b0C&K2)Y`$^e z)>qG-3kt$_h&P0 z_%D4Cz6kt$&H}UKMGrZjLauy#!Fu(sfv7zDOK*CqjdI!NsC$6&*aU6_UjF*9E*CXmP&Jsqjln7T3GtiJIZV7GL$J!bIC3?_ zd;ffN_dXch7@VoTymjK$pe!FUj75^Y47?Scd2BuOi?wzTJa0#mjg0R^eD;1IgB@ou z@qxr=gJB!<1A3kSHfaQejoCnKHu|!bSB|=L%ZQAaW&H^pkM{=UPeQ-0{&jeCCVfG> zY4vesLr4z-@TGgx)5a$izY)HaN#rkCJ>PBVXl!XCcq=$r_pfxhzc0bx#RN2=8XMvd z!)Afytj?MRd0vkYqe^q{okdp9|;gRlm5r2k{eYs{2_E66}AAE#EI5D$R^Tz zn*<(NK?=anVC0{0l;QoQBi|Gg@%2dw{_$uzPe`rh{EY*LX`uL<6L=2RK;!JY(gN|D z!4HC``!MpQ?Bdm|j<(5{D(4E|>05yvyqYH+GZ`MrXWy!vD}f*OX@}S6k^{_sf1)n> z?S+F4Ehv&xF^Iz$1mG*E&_`P#m!l+Oz~=5WT;FLd#Acx{d&5zk{0+DqxR8VJ<24=7 zn-0MTgF8~rfOdHUE@zFsbow>P&5;iw_`5CClW}TS2wIn?;S)Mb9`1Kn7=!H!3Em1W z*U3l1GrOC>7lPk3qJfG@y?9q2SQ7b`c8u`;>RxWc4B+JyLhl-5f#8FYNp}fUUws+L zr%jJW2D=y?gY*s2d0?P3(fH^U$R3k%z0pu0*|~jm{eAGWc_dUaql3T~f#6^@Sz!UWs2Jmvf1l}3^s$I8%t9Us;G$z0N?_{l`5ufzH z;9HGrIRk7m(P$U597f(`Hs4Y<2h46uIH|gLKt*YPx#%U-K)oec;N z#C(!3ghXexy@RSyg39kNoHUO==*S;vWh{cWfzZszjg8Yb;1cUI_1NoK@1`DmwGut$ zM;D(u>{1IWB)S~5^fkS>fSSQM&S7e_J_`?m`yA>~;hTJ;T#Ay+(fg95bTCH~p8faK znepIH=()5H+)dx(J@BP(@lx+#(=+ut({^XlaDAHASM|{MR5hQL+UaiAhHbh!Sw~G) zF*_*XU7xGtQ{js`SM_eJHCM-FqfXVK-({?ly!9wBt6Mfb&oM{3!PLu7y7fgVhr0B< z$b_4|h&}Mo*RWLN(&OEH=me%-TFe1c@4+wA!|9qFB74jCdP~3e^;tjB-)N1(lTuyF zSsLPUl!gf4nH{#Ar6KC#D-970w$c!Z_(0;byAQ%=9wJbtHwGWf65NrYy>?8p9Ch-Q z<+#WjTR5vaVxRMyh_~H{_?qLS)M6SMC=^+*c$!`%%?A_jh<#ZOspQxhz8o@^GxRX7Bn7-d1puTn)ru)w2a6@q_46XS3m8_pV1?vPX#f6TN13!u2wj z{)*SDXzFZcJyG2#d1P>lanzVY0o4>VzOA6svbxYH5-zJT4RWiZjsMwW2jW`mk) zry;|0kscfvbWF;5Ees#uv{=$nnbQ8(XI%`CJ)&>UJOk=)qd9DEIewcF1 z9pSUsFOr{WHVy2ZneEs@+KIfj(RCkom~v{K>+O-U@Jrj!@bxk`W%qhrnKp^^YxT^B z7k&`C2R_-I(7$%9kGAYm*X3g5uU&#lWhaZUHkdo%tO@J^=XLWdzN_bZiI>leHWPma zVL!8jtq!+JaskpI8AoJ-X}-G59CqSQzEoo$wqMPY6MrB+PyESX$7?s>#2=YuFf+~x zPA1`OXpZNF0vK(wNz>Qo_(U$M&io&|gERl8cT5PzrV4Z*{3h({W(>fqd^tFi&zmt_ zeBF$Z)#MB&-pQw`i!@?5u^B!u(j@lZ1W2;!uf~F?9_!ew!0G^pY0bXuMSL*vPT=Ki zh%V1Uc&`SToB7v`-dhqn_9|bFp%!DGxqQ0vGdw2jGa?1z^Q9{(S7)FWXufFsfZBE@ z*Qm{Eb%04$tJA4u(Knq+>KdqUWIZbbT^K5s0KKo$cn>HEm7W9i%BnCFz@5O$0Ux;x zfB6kC)^Y@-Ofo zHts@rL-?D7L_#y9&6~8;&}-z?(8((q?ags&>|S88-iu(gn_05CBkfe*G@XtuW@>o` z1;nRY0J^+MPD3xhbLuBQD0MKvj;9qKr49l*HO&d$5dKbceYkg;2ij8U@H-8IZQTJr z%?!}Fh7XkKPplKW-aF7dMX#o(R6&zHRR6d?~&U0;Br zL-Fso3Xy&o`?hhvtqi}PR%Me1*<`dcARc|%U}k(?;jTXKBR0Pg^$NiOnKsZ+tD8B{ z`*ft684G^aXS5_}%tNTDzu_N^!8?On!R7a<_LZ&~&fE;Y8ltlUiTBlC@gn>Xc)n(N z+30qu54JACz+h*f!PZR}8SM8qW87rrrp{mzju;b*4*0?DG{efp3-k zd!*jw6Y_i(20C)h#^4>n(|3T-W?rv7bT3Tcox$HV1UT&_Kk6u_O%|wh+613|5A3YV zb%0ZlF`4-E1w{N}qfK9cMhic!A@=DD2z)d084Kx6YSZcilwK(`2|Yq?Fq6I};d-Rv z5I-TlL;Oa=U2M447#*L7(8)YU0I!f+H-#A+k)MIc&)0NhI2vosSYin2&JcbgI%6^R z(2Q*`@o=!lW=UGHUiz<`AE{Gw;d07OFT8y0cMzMJf&f3iqg4-4<3RbF47X+#5ucNm ze5{QB;-G*oCMcqY;GRcGFextl}|lN4lx&2tX(6 zUm)>8#MgBM5by73<;}}R;wumW;$QaYaD}bi#1agVuce;A*;tKD*?c3+@KiaQ(LV&9 zZE8^?VE|A6(e)#+thPghPXtd#yr*7d)eBD85PW$LolZFqAilhZF20-x5&yE+J-y{p zB{xI1`UNN`nD8G`DR%2Qzic%zF_qnO*zS^~9JSg&rUX0f{K-n?RC|SB+|rp$NFtmKq3ONO<;= zA#g_hnZ|&6pn*Pft?QXcYZKWU@!p8{z8}c+%`q6}o=A8mPEWG#FI#@G)AHwF);8>53|voLo#!0PQ|q|S*Gcs((7{mn>2!qX8uiZ^nKgMK>+M{EGT z9=7Rp(t7}SIuF7oy$8bw)K0$F(R)3v`UN>7IftE*oP*9ti1=z8bkG?Ifiv>uJPtb} zA@~jDSB!ATGcqO~Y3DBapo7#CKZ8q@IQ0urcs-uflQ-5X_yBEj*I|WLi@V-Ybg?Oj z@L8D^(6LT5Up0D(a&plmY@D%Ss<#QrZ-_q#A7Kc8`#>Dn2ZG3FmVciaANc5*$Y131 z+U^X_OgXDmx!&45zZJ=x$&y(hb0(i`lMFDw@B#W?vqT#UP}5@(c;?v{$+JP4%qukj zuU4}<_uJ}wf^Mx1eb?K%d!mZ3WVBf$f~EEuOB@8cyuG;Dg}lMcL4+R*ecRjE9BAhd zcz9=@YC+{3=AT9xkG$iwg6lifL&TSVn#BDrgf9;@N#-CMZuuyHuY!sIU$#TkpVcY5 z{*-;zF9M{rRug2B(+XNXSEl>QDh2xEJkVTxyzmWPV3X0#`vdt?UF92i{0F4hgKhog zPG4-WmBIV`V1f+Zls`cRudbZ=ep&-r{eaDVZ!U|k1Yuy8mDLX{VO+z}d+#oY4>W77 zGx%U^>QOZi56N%Frd;44@pS$~Ju|GNv&5TPabtevi-z17pR5gq@VoFLJnV{BlM3S3 zXvOUKfwVLJ(7x+$DhQti@f)e9o`P&}_u4hd5DaRODi@A{P?;9i`1piu)uS zR9bzd5A{@i>eaE=LEP&Ue(L#ac{VUNxkV@NJX4<=y(wgPgLsE{rX4#7?j3z9|20@S zX%vZHNPHc_1MzwON7x4(Z8)QYlv6hd`j@Q>1R@>H+3M~KthlZlbn=7nx%ZC^EWLpIGe{jBkKcZ8k*oi+uCrx~uLT4Bz(=Ld3O-CS1pUP`;Cr~e}27ZiV>b|#@y z5f*?~``p3O9EkV^2YZS#hX#+|*4t%dW~;m!=Tko*+6n8NeF#pd;c?MS<{z zgvVfTMm;B~PCdv#jeY-`7eQJp0d!7LAbS$@?g)LAGC3Cwnw<}5 zR~H}9pKN|e^Rwci#s~+=_Ok%*X!c>%)={zbh2Vy`m?LyU=#J2b4HGFb&LH3O7(zRl zY;nkxur`4btv7^56W`iK!h=jW>*#x0UrhQ&(tQyZHyydHIgxNQ`{&$9xai8ijli?t z4e3GG2&vkekqfj}@=>L%(o; z@$z=@8iTxDO!xs!;)pUQ`c%OT;k?3!+9WPIt9(evY&O(02)s&;=cgN%@_fr0oa zxPuAepb&et2WIac5xyG!PC3$zjz$|$_rY`@uQDf?e_*haeX3w~(-8b1E{25L{ix!5 z#Jtr9C-aWbQGXG^=YqvEF(SHNCl9b@zf|;qV4!^Bf%bAlcrf9U2tNa%9Z@+!3@hs+ z5<6^-kjd(Z2wsX&(}Y#g}zi6?1972yTao4-r zf(F;wr{zQ1VFUC)XhY~=!(>Wy#HBhyeZbN@mVOB8i@`S=D6^J8-#?HRt349x3cOJB zy9I6_$*h1HU+HVlfltA>s#v7XG7=?(EhAe-u3(YXDQ5|$QSs{ zzj!UuYMbGEL-=RmC-jdMTt)kf)~E!Low*H!dDa}c;^jxhuXtA%U846~bqO773~mhW z3_jUdZ82TiMs&P0@jjS%q|1oTl;Z)}L&NmL@X;WCkV&3PJW+l)Vw3q7fKBGn0l0Td zpN3Wv&|1n7yc}S*NfY65*~sVo3$ZCp0=#EJMKiR__O8Q6!Sz+yzIc6=?Z9rFiC+id z&pTSV%5}W#^_5c}Y}OhhHSs2q8e50|(JWMwc%y5Ezt6KQ=;hHfQXi)rF(8E6Bhiu3R&7a5)e++~lcHwdn z*aC^zi{@WahcSJtlVIekqh~mEo zt{Y`fZT;0=_5+r)U=9H1#fi?NT1Y=*ocfA0HmleRD(oGCeg{gfhzNWzxG{L3ks>WR zGJr~kBk@$`$==T-F9DYR-^9IBrJ-(l39zo_%sqd!4pMV<$<_$zTmTa8 z`t2W4Nfvt{@KFmGa7IAmS%!*mxgTF$NxwPEBy+0kNy7V0h}L_Z=#SOD&k>sLjF4u6 zebum=e+p{mJZugqnUmyA_eNlTnEau>C8(R6Sd>NJ5)Ml0U$|H(a}nv0XE<$vs%uWz z^yWx>Zvp9?FJ9yG9j<&FvYGrg5k4MIN$}&vgA-LIo~g55jv#y>`T zU(ChxV!}L^8X!EE4kA1V+9#soi@@jigUUsDb>`Vx<&a}p2UKjM*>4+73p!`an+@B@<6<(}%BLc9oXzqWXqKBJvwzTA?}77Z5}7vZ zY)L@yr=j53)m}@r&Urap{mwHVEDb z{H710=aC2wRcUNi-TXV9&OwHgt{B0C!6BK2;G-c2a#IKOe23wT4IAs&$PCOn8>|f| zpZUMJkTT~&hI2Cq!L!jN`={@^Z0f1P`P`B%qTjxfHL$;;U0%Iq)}G%7l$u$GaLLbO z==u8t551}wpi)bd>7^XU`REmXYArDRS)4Jw*kbUVaG47m=s-$02ez1dCV-yA&hwap z=x{YO&O3`_;hS+mUnqM!o8CogcLsOj=CU~vp&mr(+1y8WqS@OAOwk#{y0WtmK^s74 z?^A$Y1EJB4ml8s&A}HvWhl>E)VD6TDM)|L!NBT&IBA) zUDLVLOxE>MQ`yx{b2XD4w8a_>ZX*2q(ps*`oNG9EEawDmNVfTQZlQ3JaAC}uT4DiX8P~M*&)>=C--ggg zhsTjt4zk2eCi6H~hX$HikT;-TxE6Z={&r$tT^0(2mdn(DRz2x-w65;D+We z%N601Sj)6U;CY@!;ESlykPo%Rn6E?BXp1;H+h~f~ZjAasE78vN|FyXcF4gMJFyftJwmC9!<9ZqKx zuQG>z49y1H*)$pG)5d0>)*1V3MnIGkjVUM4Xm4FYBRgN<5^fbn19w+J#9M6S&}=%x zzb*}IIS70=2JZ~c{A*U30%mEaqgj$=sR;XH>`VQzI>>deh@qWVnd;@oIf%}9R^|~$ zucmJG6S+mgD!9r%3o91>sMo?#cvJ5O<`qBnFa*(G0rC5#FK0^-@mbIc;qB5tsso?j zk0oEAfYDZe;s-95`G1u|S`-5|U&~bKJby~O%;weQQt2#+-(;fXRxT`Y z$%t8#PQKJ^oeXuhfvk8oN0VeXHdZ#pXIq5L?2EYX+4q-?h(Ad6gSpo^I>a+~p9y0~ zehgxm7EZL2mBEPg+0fFNZ)r$hvVw!4f(UGPp!TwSXnB;-d$%%3{vV`devA;{WE0>gvcQ1anPcWp0ANKputKSBX~z@VXL1R5gv=6XAvjv4iKOA z!ckB#fV%?&ebu77I$ic^NG)i_)gl12vXO0-7nRjgJ`@NKGSKp%04+|6ulMY7X{6i< z>!o^gBiwZ_^omxy83H2df<0W-F!)A!26Y6Xi?6G00JpC)16&Klk$X zxG^IBo8%$4oqmmzTz02?2WJ35E{NufAHWyqGe+QxANT~<-2sZcu3tGeL%#3^bER&) ziEF4k@9TTIeCLg(%WiPQXtvj_H{nzF-u1;AxcRR7so>@teS(3!ZC!m6IP?8=#e)zU|8Iv^q;%0^+AZ@f+eH{dArZ{cp^smwIdO zN7X+QfuBo7|44>1Ac$~B=#9{9m_g9*tRq=vI@})@=|=hzM*T)UOMU*)$+_-hUoYO( z7|`pC#8rDF@W&tt8-FzK=m2i8(as6+0r_vp|EqnmFJL3^G-Wng^l`IvzoSb8G}!IP z@OL11X1EhF>qU#L{ur6+cMN9Lm<-P5tU;@>&dgxLIbsI+IK)GbY0P8V5e@B)Jhpr! zmaS94Ve1p9Ah;_1%UdsJwdaeLmox-F2?rq)5&k%AA{@Dt*LX>)8SpJ{Uhf?I##u6jL02Eo(U5cuOIi6+xe0`c3C)$d^Ng}CoY zsHd}erOQhKvPouS6)_vi7A5fXe#SC7iE?u3X7VZCA$~#pX6pQEUyMA{h3MxsQFyYj z>F}CU9mFcR^_X%l+i3NZAL9HF-U=_n9g3e2zY!f{+DUiW<#=dM!lm3_U#P|w;XdB6 zf&_IY9vMRU4+5uy?M(bZ;wu;hc!OqdOgps_67hSmNqf?kk%Q8&%yX6ic)a4lo+RO5 z4@=A>p~T zC-6&MEzx1<8@UC8PofwjYK)H5Sf>(zc`d`BGbazcozSVLZ$}gJH#)D-$Xs(9g0VjHhePp zVak8S|A6XygwAY?PB2@G#pK7_48In{Gx>8|TONAG8WWF9c`_Gkj-*>KQ?sc$!EXSn zUyqLq76YxFXmp{|*)?Zp_dlIP@u2;LBLLug0nLx|T7 z0aSD83vekj4`${7K8P0cs16BVNH2qpbg+?L>mqlq4j#j$4dicz{+SZ~L-q(jd~Oj2 zGlRqfJ3#Qo$ZsS)F8l|)wg%$&9jb%$v0w*X0Ta9ewOB-W>qIp-6=Ke_*aL|cYdo+qALC+;+Y{-{0s0E0BiVfG?oM1;soCgZhHWD zT^h0{&_$;oAn0PEPa_E5giFS!L^v9#O(fhIJP*iqcp9xvy+TfxCul{5PND~b9*9at zoDPCQFSvnJIRamd`$pXDS^!DJ1Mny^t}l)NJsZ(Wu0{mD5PV(}*!o(8gp+AE?-!M8 z4dfs7QXL4r@{cOG{`g}m?^AHsmy3jp&%akA!u^z1wqCqQM@J(%%u|@@(Wm? z2-;sukr)4jZ+%fD<2(qx7!^Zm2_!uBt3_9{Z)>2gwo(ITJ13Amu3M4OaF|AfuTF&L zOD|n3)=GyV%I?>%6G8d|0h~SgKgTcv2Yq2KNZ*?HOma!!llc{xV zeQc@l%SEkC(%-KnzqP)4AM!%;epZ!!+er1bkS%$8Un|+t+mH1!d6PfYb(3n1wOab* zMZv0-B}h7Zrbzw<)Kstkgj!U6y>NA91;U@jl2Cb8%Y^IM!9m2wV`8s(v0>_j_)Wf3 zZwHOGccjdWm=GL&*j&7cZZc3|c!T&3@xg|Rlo<|38yn);$9f%zUL)Qi{vdp=RSX{x zKOufG{BSgLZA|jHY-|Qc#$eWozqfbd%F@}VoogUf&et?$@d4>fCSG+5?`@)3;#=Y6JO19}v;M0a2fCaPzg{{j_pU$l&d9#^_5tBBfR}0rd?NB0?h<^i zBm|!;N#Tb+X~A%FC1G?X6Td|GcO@~9~9>P3V|2@xkCwIkq64Dd+Lr2yTpx zGv)YXmf%o1(U|;Qyi;^!U$n+sVa2x5LC3b;9ouHd?AW$DHakwoM#rkCW3ysgH~(|a zy$^ScRihsE(;nZRbN<#`-&_Hum`Z|ua*XL*H$#DS8BmdV$)6i$_|aMvpiM|z8|64F zYQ*NipoJzT;NkH*?!!y4OnhLgrI<&5--*v3E%}il0-aSMeMPypi@td?msuQ)fH#I5 zDYaN<-UE*l_Ne1lrzGkpx&ETC@*?8=GeIymrU^BK1Awa#E&6>1vEF-IKaSn)l42{0 zEx0K_L12VQp2x#g)3!agoU6E`(cRxWGC4>u`oM+sGG33!XkT z%;~A1-?Ik%$u7@p@V?$X3?6(jOE02KWjnM%!cbSgWe~RLQ@#s$93lH`6}wi|Z!gsE z1q~+wNHvA{fM4XPhv@xA;@?-r&Pr-MJjHLKNUdpFaG4!OB3_r7-U_%es8%xUMEInH zG@6MSuS$2Iw%KohKRz03ebD`%MlK`4X7MU44X-)c*C_SqtssS=W5>eBH8YY8s2dp6 z30!^_!_!_p&3!2|BApU^m%#f!xPu@OLu-YR_vkd2nVju#a#Cjp`d()%QMp3{`v4!X zKK%|E73bYrUo%47uXmI`5WzFwNN4XDLiKFij`qb|kM>0a?8ia@>nW%Z*EYGX3D01w z#(yEAEe#xAEK7ere-%V&+HTffvXyxwv!5fDN^Gco!-L5`;K1%&E1yjol%K>Q!nGd2 zWiCE}Au(InA)xYsdF6a%1k#Z}%xc^h%EB1@T4Uir5OgRDNE-HD3>TTafg=i)bmui5EFDd&u!n=YKb;fy_*Y$WLA28#;qZ{fbK-EkVxQPkVbk9dkMgqH&|NE&t_ z$KS=yqdMieUBkblKzB_3Z?lFYZs#_RZaL9or@6#w$s%lvcn5dDp)|Kro_FQD^zTDu zbw>-96*m3X*C=3?dvM>cz7|f{&4qN59Q>eRvCB^gN`u4nt@wwQfsNFixN{*|Hwv7r zCtzzlc0+lLiR?a2$BeQ(#y`RJ)s+2#_ViFOx20a@8>6RB&>Cgy*c$Fr{dC7i_ZDcO zpEEo9|sFhi8iyEpjy)!=U?MNGoxWDy#XhTzd_rLzQ4KD;j2WuE<~HOz*r!?p;V`hF);;c zuNW-fZ?k?sE5x&}$W=~+uzQ^ul`W>hyFxPtMyImCpGNOa z;hFC;TX7TbK5_446%dyj@YJDd3evg1iyBBE{naA2`nF;^ey{aBAa12}`=gXgvSY-a z;||fNZ70JU!f>lU`)yx)`t|D@A_Ne4fAtMGTO*VH2#KVmy7v%H^byHG6`B|CfEvme ze&>6JR`MXp$P-1F$_dnIhxi1#90s=FYXev~ZVthlT*yBDK+AV@<#u=c`ZWE%j;MN zf=>z!4PpM`LwQRM)KMK32uPN%lyQlAQuv@-4Xde7?WNi2qcrb9Kd7rY{$ zox*DiJDc7>j~m~6%&b&oTaI|ast4^4=OND2;8K&;8NzlxkgJ{d@qxQS)8o^4JsgIZ z(0XML2j|)FI?354>@QRyeIFn~ff#Y!{v{f|O86#P`*_)W^1bHG{L%9zUEKKt%ZW!* zpY7I3uv2;o>Fu`@m@2P#!8lA+0nGerH!it7$?7q={1L>yoKJX3Bq;+&Z$LqkB6jMn zeZK!AaTv%I^1r%j*y+K48}}gKpL`j2z6hQ`qhDL1?Z)6( z+2@GN`WB*c8gyDcu@Wl#gvv|su?Ju2l_th#a zfv#+##<2rOTXIY>KJC#O`A=>c6dTXfb1czr7+0)`jC-ue$`&N933m;@{NMa|x_lQ; z`pW#zlF!_qzff62bat!J{7z;z=%y1uGQ6w5od9iLScMa{fyb`u@raI{iNadKV09g^ z0_-9Cpa{f<(%YGKo4mRfWGR2Dq5wZltDr@?Z)XNya+jBV&ZL;tUzd?x_r5nCzr+Nf zZYQFS_o6#f${l|r65$s;6#k=WF4D>!at2Ogg?ShE zPS8$K?wrHk?7?C*4_r`Kwk5w|S<$bkw;EIPis>dPNG)}ttnIJvfX zz%>?(*H2eC4_eQ(P9mL)SlCQE+{2#Ao2P||0_9L>&btf0#UgELpbb&OtMFkvu|hHHa^nS2(#s7@K%<5->yvZ0>R&Sh^w^tl>$>a zGt2wCw1SXksrMf z|86H-14e=nF!`SFpz429PoSWrHAt2#lzDOSS9mGg%59=j`+;9Xp?lgne1#*5`Cn9U zl(-ScEc3=tFiFp%Nv+ZKzHHK@faZl)spq)z@X$Q`n|7Zmp~!@8o<|u-Yv=HvYtA_3 zpSA(`c0#aZw=SA+*=pS+B1MAG27+1e*^D&Fyn8?7I6rr?NcROn$Xtdd0R5HPP{R;+ zSX3#${=S3N%;~(Zo^N6XBj|jD&zbLW1MyvsXjB2Gg-+>@WP8BW?(RKNwHYM{Sh3-t zJ{q%zPc)s&iDdpL-aWMWG17K?fk5AF`wW3g;o@$D%&AJ<{z;+Ic?)y^3CAv;dAAg% z4xs?1L#)`d^1>rci?XeJSQ2flu~oGDgNQhoU~&DGAdg}>?;|7@h`@6jNZ5=zh%4mS zg->qu9o#Qt+aJF!H4cKxtENUtwSff3PF0*k%q&DJGY(iN4wa%rm|Z;#NaOk!6->V7 zIqZQ{UcX55=rR|tfP_+szr2%-qIHVDQiu7+Yq@&#gxxoc zqDM2llhgH!g-E)v+EmVHu@|!6OcCS}=Bg zTGyz^+#!Uk-fhC$Z-EJf%v&Vg&nYcT=o$olp=&@6j}Iji(5mFz3cxqb1NFNkD0Z~Q z-|QG0apZdykCe2#iB3}uNHKy>Ah7h^_`KOSCwttc{auuCl|-Rw(|V9Hd5hD`&xS%mG^{<7V4YZJ9hufAz zydRy7L?kQP3VL#2O8UD-_yZ~r@FTz`JKl$;LFiiBQxSpe34fkX>kaDowFdP>c=gtD z`2?y)8~HLq6f23Q{PZ~kYr(EJ<@yvi_0gPL6s&=O)pceTfpQ?rh4aIzC~oWsl7;;3 zQ9z>%H$M%E!Uh9Mo6zSbHLSv-@(lKi1KZ3ET-HBwdox0W#+Jz8jGX)%f)q3C{K0Wl zF^8bIno53V4bkm2mbYTMzT?;#c6ZX-UzA2Q)To0=q2q_PN^qykP{I43O%U_Iqhw}J)z%YcPw@+&kOhsN#aDE!W^%9y zxH7d{?LdyP61}O)J*px+|3*i%+-)F|ehkAA`fR|(e2@q7BFph8JYQN|4fguoUi0u+ zJ1KQG?OC$AaYNq0AV+n#e0IF&bxGywLXVFwhd(WjZ^a!(6|ra?`?Rbw>!KrU{}l5I z<)FF8#$e>p*-JWXu|>xp^)P113eU(NJ%<+P%f5%9j@eqFjGOG;V>9W|5^WFUWuTysu#O@NpN0u2V{cI zpNVFJoGmQ98t!St8Vjkax9@56Gh`lEui<+&8G5x$%nkw8*WlCy!|241lCgr^Gm0y3 za(*87I_r1&++_?t)>C@_@)jkzcZn6EXrEOtO~BRy+LM=Nz$MfU@=h>v+E*7YHXC+5 z&(Y}ZSpTaUDQAgy+qCX%3y7YxOtg!EOZpS2iNDK`+c(Z9H8h1Drl+;8Dd5$0ADg(#tsA`~(YkKm92;qnf-1?MmdMEQt9rp_sx2qh||#nJb0n|{ltANPiKrAeqa*krXs zPhJ6L<|h?#AT?CC7pPw#;R@%(pI}YJkH*wTHb+jL#ixVG&%Svyt01}=asTtgY&M>8 zkHp?!WXsg>>x>hT&k%c{kcB0< z`XzpObS-C-m+~I<0${i9y0Q=)Km)-H;JP+;#z$?80csBgGwcH7G=gGG#2uJ-2uGPz zvFA3NjWs}Ruk8ET5Ap9DFFv==P@oE)8554andw)#*+82lFEA$YwVcYjPvH%5&<0~R z>kKesTfH^ELHeF24>LJ6Z(8iK4 zGjtAU!oEIYbof$jc5M}x#foaq?1}%`jwTJ;{LfP8aO-r&QT)#SImbrisl}iCElv3B zMPTTDzCojUOZW?_Td-C6i>&lSQAAMX?2TMT-RNJ(p!irYG?p+>S%Ft1N1m5M-|HVU z%&!FM(Mzj3-ZC~hO8il2A%!*wBXAci9W8=J&PzbUq32+-?*8An6#NZz-xH*6^ejT` z&~q%Dz)dt3ExF?43}pPcu6FW=FhF-sUxxOEq#mw60j59S+&;e2yNQrl3Ta|Iw`T2T z0@UAu=u2zlszb7x*sc92($@v|i4xNFO|*Z-{0f~X8|gp%&?ixYNf*d+jzP#^TS&zV z9a}y3TBM7JDcildQhsXNQ}roS9zMy(xzA3KWwoBt9ogf57K&{76@+(J@sYuhAKm0v zmMpF0{+@p|yC!YU;WJ)C_wwGP=5z)5V1bj-M6$v-{(EUiAi9!Z#c$N~D>M8ydl^hg zLI^15%dXf5*X}YWq}QD6r(_euCQww(N%Wh>v7Ql^@*#(Oo_oW8+rDEoQqnafUgX() z*u^CH=SWbzCv@GlhThw;j&B``m>`o7wPi^c=E?OJ|;ForUI4?%|RCJc6mm42uC z3n&~O3gO3y>r@UydfrKe_`6Js#)P(9$nFJ-kN5G(4!Wc4b*Zu9G?|g;DW-Qa>_~lC zlZFtNGn(x)DBQQ0pwg|W5sWzX^bCfD-6{xSrkQx4)+;0}yq23H1366(gSKFoQd4zq z>yVH+C~5l5Azkosk(v6?op=-qZ>ny;Pse=cfR)yx0PxvR34p7GduV=vN5=ONO<4*W zlpx92S0&b3DA~HuJ-P!aq9th*_&VGY7M%wSCUC_ZLWH1+M_T`!mZ9&t{%D)&C6+dJMMa6d5tUu-k zp6%|9g>jS^A~_Jx)I$vNV}epl3G3@|FZPN_dV`nD+e;{fZ(@Uu{;`(095^wwW-^XrsbdXR+pa@l4xm|p#X%2v0D9I*o!5k zW|p4TibDi{XToFMeG?qe)5E*m%L3vQP2eBsG{b=|TMu+C1uoWNmITkuo+|R)>LlvH z4xF2J(!%iWGKO6H7m?}j<;-v%7>?(lJIh;2DGFOu9DzB zZKjb6sJlt#Z+Eq7K-WMNa1inIAdsV(GPyr0I`F1#8g$52NECAuR!oe!_reCw98ME20 z3y(J4LAu%DAYIXJiA#L0aZ#w1bMheRWWFx? zS2UaS=oR|)!z0K}ko~e!&5_*HwF9p9N>tM80UW7`z;8156yOPN$6t~A;EY7F>^$K6PgaIyif2E6H~&?_pce7@9bcA5_qeE>#Me)!SIb@8=fEI-nn<2&f+An` z2uZ}KTRR&8ehp=KE@K>;4;zn;}%A2s$fzH@c7S?{T1=%riOV zdaUDbJlvE&xm4@73hUD6$x5tDB1J#c$m;_~F07U9=$04gyT;KQ>+v)lvS;~sl0++y zy2OYJ5>HQ#%v@=}T1F^O947n8Jc9`PuGI8s1Z~w(lefI+h}9Cw^3zXu*j{z!TSCU< zJUZ|6OG!P-FuH(hrYMIxPWF<%fvk6Ul6iE;Zp)14qHRli$XheDgHO?01rT{ffg+am zJB-XCl{71NvqSA*pGI+x*3XN4;L~4>^-y*&ssmB6swqDmWNwy!UN65b8ms4Rm^mcV z>E#3N-WikvyvEN?bE}aP1kYPG^E>aPI@s8z23zx)&42|^%2#poJ5sHmHsoly_`vB1 z4;E8+uBjzvy(#mI{2K>=t9spn;COaKBsqub7=g^b4W>uFB)$7ygse2>`UH+5Wtbmi z!6!VGm%SFLS*%Ey~X#%t;J1ulUzFxe&smY^1ZSWW``v`CkCF@NcpC#lex z(ihi1X9if?f4V2(d}WA0_w=gk0i7>h|L!V+QBB-<=ly<~0|aI7<4-!+pf^Lt8|W#) z0I;mY1$P7A4<4xLHhM~eHDDiVvR}gOn&lB4CQZgi* zayu}6Sj38Js_E0r@mV>h<~<0MCqxZzp+zijC8jY8xJ4iM!{>2heaW_^x)sCd;ih1{ z0A7EvoeHU#bo~xV)R=xcZXXBlh>bJra0llFB`chN?NSu99VH$4D#YylG-&JnGy)vc z5N7F`q$j-SMBwwWPLRI;&M%qB^zMDq*W~lUFI`pF%JfaG=pzTAE z8vjmXfQ+W;&hqz^tO{Ia%PQ=*Y0_{EH;e1x!Qj_;3h3Mj4LI9p`V_Bh_giSpz3k0t zQ8(mD?LC83iTwev36FLcAnk-AVU))h?H&D2m&h z-pTF2-j0%Ah9vIIlxNx=QVuL!aGkl{Cw3~%qU8N$a32~^GcU-c8l|~Ix`q2{x_<8#b%?~9$(QfC0f65qj z!)Xy#p>VlRo}s|S83{jwpX{%J9;La?Gws(6JkUXu{N;kziL1nt?|>x;(OQY%m@n=c zFPReVgD`3WzSAfOtS8|Z>N?BHoa#BUoEnZQD3~L;$>p5{^x)m9A%rb3uC{CwjiXY9 zGh~;Vuh*Xj;t*N&FpA5_tuAyyjYRi#Ba&sK*eeOBMaWl|=f8wnag2uCxsXQ>vC#+Jf(*W z20brh`u*v`FY-+n1BqN;tP|j0!E?ZWenmNJ)kjdRX*NcH2j{byisW(5fEHM3TidC% zRpv|5))qrB5F&g+jbNyAtm~a(a|x(=M7R?C(!?Jmdfo%b=8g1*D2@Ky_9|tdBlTo! zixZxjt`m~%VAlGX+2}gx)!iZEC;B_s=0bqv?QN%M2-@m-^EYQ65N(~!q2x>mvoFgM zTa7xS)8FU!b*3Gi&5Pn643@v-NuArGtdu14oNO#7K&+v1jpoE6<<$zOO!md_e(o|P zo)!)|x^11S#r6pIE|i4U9)0$MRr%##AI`oJ-&zmCvc@25rHDwqL(L3iqu5PAQteFL5v62cn-w?n zrfJr7(7jz{My2*a-)2Q4Ku47x2#$4ezZPsEZ=`euxH84s1R)m0ZfPEh3+F(CmoFA^ zXVO~J|CygW^F9&XSS!olw8|zNXAj(1Y-_DkN*WqfkKai9raLWKwJ{_x zVi=i~ab1fxs1h2x_}0cylZ$I?!sLOOIx9|9^JLbMEcVfh2ieK}C|@}w{69xML@hQt zajNXiY9WFx+@a5U;Yy<$o;&^uSo@~yo%hZt4Glf_sfGA;Y4I&#^CMkNmY{*|x2_=!vMT%XBOy4aQu~VraqdGNfwv zvQ=sGi!LQ?L*)zXC z|A@@s`?FCqy@4Qo#RM9z!l(aaI63l9Nu;+vIibK+@hgPLtSgnP8@ zufl&e3dN~}9pFI=Ao@EMll!G#e8d1vB;alRH9B6dV-1$S1eR81rpDIS5FZ?)Lt~(9 z6A%*fzh_tDjQW5i@dQVX>6l2sa{x&A+)V%>(v|K7A?&0 zVo>wH&Qgrp-Q8$S8(iN%r;4bY(HE3GMU23Q-7~o-tz}`rITA^Xe9eJe@&iy-KA`sc zg^^~Akcr_7Ho{Ug)@v$&H@ zx1#MOgbdM@9I~XnQ)qSR*)z|8t4iQ6==hIwjd#MJAt`@cu0TREgFnkWWk16T*9d)+ zN#mWRwH5SL&7m)YV7qJ5`3bGo?ej-Lt~lG@TAEfso+O!2?~;XxSf$joe%|THnp?|} zZt-oqyq{&u3$p32T#2_=%mn|x#YbKgoJs!Hy)MV`^Vf)GZiY|TYr7y(e6bxw#X%z| z0UoH?n?609>WgQWw(Qs~PaT{QwFj7|XXI^qqlLp?>W>PaUOe2tgsyL%WDim_rMOHJ zY~jm6IyDlHul0<))m;mQ-uJW4jDsETarN=JuTGYGDbmU|X7(QH8cpBF4()RSY;Xd& zw0VJH-QS|W?QLRTUo}Ie$oQ!7-mWAnXE-sc^V4p436m&_cxO;^4 z?a|%*&E54ye%WEA!$A9F_xk&Gi$q<4WGX!+Yzy_PflXIp#pnk-j_pgBG=;WQIrSt!awP%&ELaY_R;@-@ zT9!tRoMTjGW%)-t+padpwJVIKZ?`i4w`IM4vXvKwZZ2Ni>x6k78I!mRO@@Pv2eGu> zvh1+nBQH>(cXdJXDS3oc@QXEHqNQJvYyZaVNHHaSX`k2C)8`(WCe!#@u$=X zNeS^Pyn zc%j;wLRplSck%W+Qv0>Q@oMSJl2+Xh^0jBXzUuJO{T1V^3%1UC%j(@(|5e5??sa32 zRpiepF{CQ|D8 zA!y*6?zxa@w%l?qm3udC2T>zTZ9~U`CWvm1&;#og~S`Ee@7Ne;hEx~n3O0I=j-4c zagp%B;sMCz8bPF+SFQ03a7HnxYVxwzM93NmbS&g4>VbkZ6ElkIl!Gn`m)@z-a zT(t+2mFDBW+uiEz^oh7a9kZA`dwe~0>3XVD6|-{pCo8i|p5&W+R)5+obrNx5(%V`t zlrQf4%_`5+{z&1ZBT$d^sv_miQ~(yvkl)Eb%|LlQ z+BMD1*y1+hpx=pgVv0OhJCvhsaXXG{T|E}z$LYYO&-Kw_@4hyXF!X%zc@Ym{ za&t0HJIcH(EY$P*_~iHT$QN~Y?e}qi#?tKc@Wg~_m$Ey)ov@<%#n0eg)Qv*xufj^%;vdofB3V-pu`&v6+1u=Cb4d)o=*< zlO{}&`G{bd20yIaP=Byc9TO^gc%mV&!=vG`YYBT<0;kyx-Ty{-bBcZLkTf-((?M!z zB;V;DpX)n6DW}CbN9xFYK)*IE&@nTL(+DY9r(!fA#fI92T`O(c?@i@RbtACQ-A29c zVWbB`k2~yT^Qr`!W3f$FxDhke@y;?hwb<%Lyc$yG>)XvjcQ6)?csK`&qgiMED2S;v zHrQy*Vq*T%R=246Of-4}a+)2!_;zi0L8n0KHC+09Cg&VKOIP`vLsL!1`Ru@#Asy@; z%zyfG4HI3n&$#a}U8o-s^#+A_VoS!z1$6Khm@tyuw>Zh1YkB60!>#Px8(5D!5hwlk z%8CbNQuD~O)`uDPA-U{ifzY(*E|aDvJ0{Fm>qhckM0&+(}fZN%YGjcI0V zTpI51k8O_(m!U_V30+{n+7Eb2vD`AkALJDMiB2MVpl&PBpvT3J+lTz9L&1=CwS%>N zL)9ROqw4umLhcF48wB=xJORWqczGT+l$f`6kYs>;C#vS2Qj!dp0jzEA9xJL6Kt3tP@Bks9R< z_w)Be+j#U>2+5SjLK~F7KC=S-NXW1c{Z3*h1d<%UHM~W)ywAfpAvX~eMttDQ&HR}9 zK{7+1%%Bm{Zzh%E#a_y4P`Q~e!q6|Am~{%g4#{4LLiP%XC{}IJ0=#4ngw8E$aVdup zFfzX2I9OW>>Cxep@fbK0UJ*bAi6{Lo3fJOhm*-LM9Q{blR?Bs@?|s2JY07* zY}#;!m+tclN15n|B7JhUV43#&7OouZn2m!RmzeTov1?a!HPj*O^K>};X9@LoQgPV( z@jTj-%Y(yX%U*Ejoy$hJw=53zKcS{0gRzOe*^(@;aR%cC*Jc?C)UMp{35updLT2Mh z_nmrh5rM*Xr(ekgD;0^8qy~yE^Lyy1PGc7Ib6TC*2=9MP;x1#FC)TJ~c=FC9a}s#Z z%len&wo!oi%Jsj%L|6uQWCV9R4zPG*HXa8c?oQa1rQT8S^+QvldtUmQAT!>GY7iR$ zA~m;p2%(sn1Lr6%*>Gd7;L}?mLhy^J;zkJ3J>x!0XD;P+ri@)~ znpd^rLg8Rn7MO6VRh65RVD}=EndY$Tlo3N0Pcp+QaNCziCfh7pB$lVUH||5?fY`I8 zID*SK4aLUlKCdT_8SD4d=`BcR+q4z1F87U8z9jK$8(CvV4elfSNl3TL zpj8V{_GRbsgcEMN4Qkp&nH+RrK^^@(1U@;y1>Lo9utsMINRar8E%71%mgFg_X7wOL zhl01|ShC@r4nz^f?+tj4_kR=@B%$?X8vrC(wlFGH$3ps-tn?||q$JEP7JMQ{^$E+_ z*^G{7FKReIg%JC=+q7D-Rv_lRT+cLaq-^79yYw#j?{58p^@q*tV_rDK#v#``*K(IZ`xg7WPft*o?0zMvK)2$AtR}MB7oi90IN`#l zQk(R)(~9VSF+uJGDW{EPcXXzIC5vh-JfRrZ;|PzE;-Dc3-4y_y;`0v_B5Ej`R0-iL zqrjN{xh0@*tPgOZ9pCByogPCTN_xvZq|Rc8v*f|jn#ZHi9ug^WXa#{FrLBdy;Ti;i ze?Vc%VHOh>lV~2pU^>8<>B#bYiz$tLl}{m|2eHM&Ho#j%env)S?#Jrb?nKX+q}Rb0 zU11f#&$`8+<*+uo6`18@b3>&9T5T(m|D5bB-Zzq?814{Ax1<3vYVUHuX&n5CJ-wd7!0W0H?ZUqNX%C4>Eg3+I-K}Uu_#UO|@t!NEu7A~DMnP_zM zUo|5KS-S!kzk0` zSVO$Fv&A}N%nYQWSTRP^k3UyCQDT8i=K_^NbchYpz2`mp4ew0Sub8g{u_8t2R(m3p zKmy+Bhz^-39`yR@Z%W_@t&9iWW0ee-G+g#jiO4x`4)?{3=mVv~h=X297ya0Xg8=&7 zexBMFJ?P6@<#1)AhS7 zmW>LZxi9N~b6>O&9y&@b!woILw1V6c;=)OgDO1IXg@j&v3vz7u5%P!^8Mw0wZulD( z;`z1NMxL>X>!|i0BfDHA66AB_^SV_5mYSfu6sGoKTvWFia+H1&b;vAlF3{lC=>LY- zgYp}>G!=okgaD#61R(rdi2BsG{6<59DYL&B*_I@YEM}ykMFy_5DuJ^i&~w7ya-k{D zLn{@fV(VwxB?w|7Mue)KFjQN)rj5*c=Sw#Ae;7zYO)!IG0cui7h69u?iHn5zr5%(1 zKb-hK(L4;Kf><%8(vLsaf1){dF7PTK4%^hQ4-Ml#$pM`QudpVefKi`>AObHv1mPs~ z0!d?`1;(Ovm0$q95V`$Vs(LICB4>3++o$U%Bwc8gC0us2c_v*x@x$nJ(U%Ewy6Y`n zd^wZhd~GcCK>bs$L6iTHYcYs2=gw2xu=$fG?EmA5Z)sP!!WmQJY*;bA#*<1A-wCkw z!bkPYCcRqeH@sgTk~LWQm$6S%AQu)fn^E4$>8e%e1DuuBAhe263IZ z9;~fy7$gaXkw`i2)Yp)4I2hCPaTzSr3S85Q6K9FA!Yv)?R@SLCOTm|j|5Urw%l$fS z3!ND&!Vb*jot_A^Sd+9Kii`+F5g4$-sJs@E)~9nhzcwiipq-6ka%FItA^MIrlii9N zccW)IL*!_x_dmix!LWo^uxfiDE4OL&@?x1gZL1*-B^--=_d*t!eeRU|Ro#0B>7?Bn z#CiltjggbqHgT6!;Qw?h*qQXjjw7zj zV<(tJfmAubg(@TDo)v=?&r``b(B{a`N&kd7?sFr@@JUxE#En5|U#};iQs~rpren55 z$rTgo!CRZ&meGOsMeOokK z6nIy(ddA_c_|>w-qY)9ObD7MnpE*%p3RX`4`M=6<74U@Z2_G;fa~KxQ5H%!psIAN33i~)F^BHhE`}dcFmkTg<`FAc>d^dB=JyZd z5`<~v|37<3{=e)okQ^T7e!|ITSnVQp(ij}j_$qY1hp)RkpC7M4cTaAdqJJ00ZQfi~U{BAx-^ae| zE9%)A%Do+48}ip|&CwI^--8<*+>{(*z6&ci(ADR;4nP0lG{ z+)UvFkma$y^> z+qduEIG*M=vu`fAn->j%^PAXM(zvR6O}P3F7d@zDb2nGFhW@WSon1~vzK&DK&(TXA zD5|F|%_@@B-vmj|nGEVJ%6fUj*1s36^A5e|Hv7luulICzuf;3-33hJ^_jLIQ-v+k& zzy9=jy?bIk3;+?83BkyxhOuty(?#7by-q zdE~wG#C*7Z-0!ly`+l_i1+}!ie0T~95*rNV`w{CB*=-p3=aR%fpqBj|-)(uR4bL-- ze+W-2dzrg>)3)e4aS-k%rQw#2R3Z3qOWF3|L%h1X+~^_@@ABq-_w&C(Im0{PPM?(8 cIBc$KK{N>V>J!e!X4stn&S@ zDkA}smu>+UYb7@U@3U$7ZGuR}gy_#}`;CkKdzVu*{CLm*h?aZYUVq$wyaPU7tUp`> zA9vRu|2!hHlJ6f#j=|uELvRSApj^-i^eQ-+5kI^F$9hwg~m+u<(Lo`xsL%1tKc!T*5@**zp`XkVIw&-lg!>%p4vrPIO z%Iv-_f$G}%?wrzSv~jLx1*onb1Jn6g4Mn~FMnmP~_4w@KgzzRtCnvekRO@&>HNdJa z?Ge*+H{p*+(q)z>(;{#@zJ5S-n9w7#gW@2=*(I@gyDxr+-KFjr6RZ(e#d{ZQSL zk@0YM8*Vw(c>B8ttLBe8YO|Y(RJs{`u;acESoAP;xz23KeS>mG|9o~&%#Ci`@_V~B zA`TXLkl2ytIqf-#m&id&j`y&5bx&>qSd6qKOKn299l$+lmoBsWE!LKrJ96m3kXLWl z@BllbaP`GM5iWP$*SyF^JD9MPs+{-upYoRAgvDe%SEM?x7#sS(8(#h#jcB=*uZcb2 zd~eRnrIyFwf;Psh!f^1dd(AjHv z_+`hLT!xHEE?FO4gT{HZYNDopqx)}{p91n-+r+-zZtH8&?$%+yqxth)t*-b7hIRqp zG8p&JVeCNKNIO*f?hz0>Aj~70DSMpPOYLk!;r~GM(Bl!Ox(ct3hI8fbLp5*0hVlwo zHo=d!2=^k4km!(Kcl4C`o3RO2u`WWrDfKkZWpB>0nL=K5KZ-`f9T5L?FZ2vc(gCG+ z1~q+vk)G9thi4(d_ow$|de_zE;)*}1plnBf9 znd((Q9fHQ^eGr%E`DodhC3D6@7ekML5}CH)V<%bFsHG&bki{!J734|jks6>ytfSj- zUyaWWyLR(W1P}uZY7T!S^L-Qa3m*dLd2>#yvi%@_CxMk9a;W)c{&jlDjSyBy=VGU< z8N>1A0zDlioSe~1$S_CpPTnJ=)ttQU^X(tORgC&r=eP`mB7J9hYqZY`++f4k|o zPj8%=ml8cHp2H!`7F&A8 zxm`7|`#lvO^zibWsl92X_!|v>KGO+=pE)E1zLkUqy^lW2a(V3Qh}Ju~*KEVGWW1N#gH&mkR@9QY(#AS(CEuG?p(O9fKH|Wr^xkJ}vi0pCCIn zgmP|vv6MyXc}QINq;&;LYLxZhQ-DvdeePZIx*_daU{I_Ozh%;fY_W{IM9oI~!iWKr zr@Vw5Ju!bi#sv}b8-HNl6|2U+&1X0(xT$ALL{b>OKYM+i7CGj!%o9|;j`aX)9BDtV zfi)oR`jn-Dc{ef2JT~Pn_CtHNc7>bval7dv&Z=M+4RrkGoZ#bJL`wO~-v`rlQ~j4A0`@fcEKvWof(Trckp8~Q z9_UMUY_mdq!atW>SWsnL*-Vv$zA?dJ^^I)_xj`JrdaJ*Q7(FCjD~)C(frf0@#a7hk z>c#EiO`lH{CagaHaYV}h?H}Wf$u<@gX!GJ!1G3vsL6x69uJ{-YPcU^0!q=I`0n>nS z+@I3uCItmkpc8zeJ9qaNmH~&mKjfGZXTVla@!Nsq!2{bFgg9~);`OXX+Uxz@1E`P+ z^g-cbU&%jyOqEpDR?}y+)Tw9Yt|{t!#SQ7epfwxnr6$VO+b{^@IE-(d1PBk?Mh1Ll zfmd~Z!J2YFXn;42Hti&9`jnAnBYd4Ca+;{mkP{M_`t<~K*a`V8I;`Dj;BmC*Z$w@4Wvd5VszDg>U+V+zxhAOU z**0K6_T_!(Nklz3MFx`G$99um4@^N@w*z%=iK|n|8WwMfX(||Spbk8YAgUY4;>kPh zM}?Ebda>cPmtSH|Mv6lX{Rh@)|JTK#Y{6MXH6`rfW4A}@s5Q*O1C6V6zvXjNeC+s}7Makq*JC63(WH!q4edJ~MCmF*0x-J{EBuh)^7+M(`rYS%44{`EKEhJg5BFb=(D`*uy%y{E!}4Ehht8 zD~&lcD<3Fr)pK>L`?M?Of0d<>BPL7hzifNSO1@zU11JRxU&N%!>0ZV-<%4QE9-7Wh zqx?ja86m0=_2BJz{1e3x+8|c)g|&MzoqvdMP57Sp{3x9d2aLO*+MexS=P>&8 zV?Umd+lEklfw5LDvY~jTKk95)l26gzCwV6ixW7l$iTy*0ZPW30R*~aV{v)pKNz2tl zmE)iNKPrL?n7HwG)s5d=``KIAdl&!~j34K2K(~osPd+5ed~bEaWh*zmUHY_+|Gyq~ zI#Q(zSDr%b*kQcCzVs#q;Mp`*l@F0yyC-xh+zc&B*`6OHuCPmtVMF4B0)4~20QL@gi}5>qnhrdEb9UwXVQn3ad1gLg zKA_|t*M~e`U?I4(fbUvfMb+hqL{%t+LYm&oBx`+i_Y({?GPPbxKXMyf-3qHjxlrN4 z?iLxQbOtHlqAPx_rW4;kSE>^IcW)KAZ1YYu#UPu5mc&($ex&7O5YJZ&tQ{>?$|9M6 zJ$hx3ql-@%w)7!x!^XVz#EMe7bK~e%n|U+2jtds}_1_imapkab-#0^leddH%@<=EZ zC5gKM6{$?sd7!AlHyGAddN8nhhlY||H77Z5WHt#zvUL4R(M%V`EgkS>Reh>~4fJAy zD23=vA2EMc^A8}rmU9*ZZW79SHBbV=*WS1utZ-;|_*ga7$l#pK-{q;9=|tGYYI}&M zAE~(-`Ye&Rb_Y3`ErPlZ)Lg&NlKW41%F4c=URs$pKQZWSw={H1D^lad$@DheQlavr z=DT#9pUG~O<}nqXc^qdxGNPfQqFo00YQwfiHEw74TnB@qAuH+V+x49PhWiE-Z*)OH zNAA9qDUYufa2U_n3+a0sSsyX-)*AX`Kc-U?4>-il(A52rawbbhS%N5wT!?%Lj867b;14;nENGBx#r012kWh%Kp;y z$hO?aFT}q+dd(@+tZ<-Ds435N&xIjr!kO8tkzF8r9`#g%e1MH}EA_{(nix}ZeMk6m z1+9`02hpa(^=%XH{5UX04-t7^Lw1 z_$v#-g;E}7QjokcRuT5_vj2!H@aJMQEOXFg`eO|ZQ^tQnQ_=N41F{-qf*^s@lKR8J zR_Y&esr@VxZGnxQU#}zV14N84z_g-~-F68Z*jw~_%tQ#~vA;G%{GWmaMbTRdl+^6O z-jM*43*)kMBS)JyCU-b8uDkL@Ukq->I;HGN+ET`?V!U5#0pE|X=AVg9vz~v$yUE&m zv~bZFKVAHz-U{{si;=I6%CV-@w+&Ak(97uGl4Q zxJwpT@U9)N(nnd6`@?FLB4{Pb59Wk5P_{+b{Q=-}>d^b|YRlGlM(DcL(iJ(hcXXiM z+(f3Je<2|GlYx2t5}wH*!m#9E$!~9{UUu;HGZj2riD)W%YVy1ACggYQQ1)Gg$5%}q zmU3wz#kXMD9?MQnxs|urlHCNICmJDv#$UN$Ck!O|)HqB_K(hsnx{9>F`Ey;uX9PXO za-n})^AitJf=o$!fh{F~g!6C?#1+$pgO9{V^bc6A2X?an?ZeOFZTx|{zN-5c%3YGk zB&&mQYuqntoD4>B+zWcXyB%kv!IptRUE}tgFrW=%;JJnFDU<-kiE~Vv{guRH@Xj2N z(J@;3=QstFo;8sozl*FwY-5Q9k&&x8^@=Nc3Abo+LWRj&U)yW zQUe#OB{_-0`|~dcCa``R2swE;`25Q|*lzvey&8rX4nSos91kQhTE5`*PN?oK^gWj_ zwU+FsSXfjfAo2zgX?b0`B?Pg=K4$rSA4Ubk=Gnl15tl6F&x{b@TrD`Fy(8MkxESMs zm?YEGB1xUtNrf_B1q2?#!O}d~@IBs;S2`)7S{#|_SJiRe*{@Ftx~Ud?Bm)NfN;4<^ zmJcXw%#6;d;YJxE$aulMT-IJ(#|6ZE;ZW3uAf$0F=tvBCGpiQp62UN8}T_o(Bto~Gvkj@Zf#P+0X@Tr<@;%EP} zIyMBHHsN}TwNrFko9wv4+WqwdKZGDcKIt5ND=ilGS9E!$ud)_PJ~Tvt%3Q)xCVLTX zB>&=>2Dlh@K`*HaBO(rWP6%84r`u}YzPeuDV0CR<4^v-D!V4s67_oBqFbg3+xAX`o z{W>w<$RqmEOL0FZY7+AwC5rJ?z&Yu_z0~`1P5uHsmY-T!hIhp1;>-dx^|oTTP(^avU#awyXS4qDmg!f-==1o=jfkV*(SkQ1T99gNx+{)j}!>{!o*yn_# zi#Gxj*8<>`DEL;^*JOUc0x^jC&PYbC^r&o=mKhfkcEkUr%|1=Awa4Rn@A7Y_xuOwG zFtPLfe(X=>6Df_ND}>>XHKCk+G5ic-vI_*;rb4Br-1=HhMkOo43$9Z6;g3W52Lq(z z?0UhEYNKqG(MaWXt}c&xY;b{`YH0Yj(KYps0!fh1V?)4dEWNr6_aWJ{ivGIyqQ+#o zKNZ>6Vhu!psgP_*t@U5G{fId1&IPlgU3Ep|U)?ZPG+N4NceEE^Jro4KGokIxs+v1| zY2!{^8O#FOvpm|YAQ8j#j+R$=@th)0{YOFJ81sR2o0h%}6@+W6ffC7l^;XiBPBl8M zHfixM3di~H^KzSKj+<_gYP9n#hv`cG%Ls)L5W(6@P;n{~DS9=obj_gHt)0H|KgQXZKa3#OZS|C zsaQm1LmVt;N?oRV>l*b;zU&nb7UM%08y&$=T}!#VN*%vs=rbVzkSDC$8p~g zWVmvxtQ4m?51gHQ-Lvw`YHNM-2azfv_!jdG?TJFfb<`^=^r)fF9lFtt01{1iA>9Rm zP4O_wfa3~pTgT8e(%r*BanGGtJ)-$O&FTGjqznt?$ikES@r>ztC*9OYMD=dOhW3&> zXD|e^%q1TJSr$0mR=OVQ6zwzHoYp^t{r-aGo&d@$#6Sp?B2&9RK$BXKaTRAy&vRQF zX~+Z9$WMxlM<~L{haFgbkbyGQosNX}R-=R=BL~1iBIK&oHQ(1Z2vTKGLzG9TF4+YJ?XVME`V|?EcKL z6~qRA-sML%CQSm}^EGyWK{kdqF#izwWN+3c7Qq#hQ@&}$%71#HCWqrn`d*z4qp)`= z`^r2l@O7zas8Vu3$O}xvId*Sn$WbcvqozcY62U!4Bor2(c*ET4iubg{Umn> zx4I*FzqNQZ=5r7kEXQrtm`fQf07s_+{GZf_rp96&SN)oOFr*tNSdGgkoPU?Pvj@o8 zdl(t~L&f&Un{c^ryv}=}2S@%>my=8Nc2op;48~97iy!6Qgy|V9w9Iw_T!g(WlC#`$ zJ7bc$@3|O_Ur>X`$TunTBq=1M$~zc>bMw^Qw|B|Nj%-WQv~9}T$QY^=QTB+EB-nd@ z3F6yVYGOEy7GSl=K&EJn>#t7UFT5~ZUL9ZzC`t*GGpxjF8&76}98a%_pT&?UepX`- zW`XbWCjOq2cL}d=G0GwX)mx50@A2R04QIM-Q0n<&y9{4b@`c@ON0lo*rYxL%zP7d! zq!gdgz)^t8W9MnchsJ#y+O@s07{tFu&Rh0;RQ`IMreKg3kS-Y;p}$b&xtQ~f``a?h1WIu_mlva~JFm%pymAz8$$#@7$cI3hN1aV{WyFe+F1$zYI^tdGaq+5U zGcQfH&jGdJCgU6n{??cPW;cnKRHYZ$K-R~j;@ACin|9x0CpaTs_p|HeM03_ZcAEj2 zncQw)f3y64{*BLQQlpauh+`SZWiv6fM(}7SHy0C#VObwiF!nVA^QIeXq($D#u8A^y zhnASNyCs={Dai&vK^USIDvn@n2qMq(RnK&-`inCXHf~;CU^g11Q<0_Q*upl3acmm1 zFv^U!^t5xC`OTJsGNqM7o6_dY#S^f1w>uOU9pXuHD?P;hu6M-6r;jbHr6Ge;Z+a02 zz%Mf8VY7H2k|CSRO6hhvy_Y1;fyAkf!=4whYC}Inp)fVEg)>NhKIq^}schr+S3he) zd6d#g9Y?5G*2pZMLSDu{sj}jg4IaxR2Mm7+&7kUC0rk`@bAu8r zZLe4`0gx>7zYwWD=)*;-*`|xNl$XE?VZ;#w_6U?2SD@MB332?Qz;~s<+)}LBC?Nv5 zJo92k2n9ug6QG?JBku@bkg*|zwB&n4TQQ>cV#Js0`qy`Uv~@vGChA2l{qHg<#5FV%qUEkGIRSi|v#_ zZM{&Ge8#@HOSxIE`0p{7bWxsn81G8zAaHhR_*~pkDBxvI|DrAKxw0ka6_Rl5#TxIU zU!xQev+T>9(dpF#6Wo6Cw_NA9n4LF@y`_^D1U<~b!pNB3g(i)rB}Zb`&KpmGx#h7q zM8s)9BZoHZCqrlt7h@OPkI_38QM|RDg3KUylBvHa9>zJYZ&u!bgCe!M3>|KG*@GZ> zTb>D!2nb`sT&-nng^u?sQ^aaFMdx#KzU8RMeHHZ$V#qn}e+Tz6^aFmew?Y+M+1 z!>nOY{(!bxDq5Epl5O5sU)bLM$&Dk&iy5uQg{w)BlRPtE1fbzNHrBNZYNYH^jLpXt ziOD^j`WM7uy)l4vw6(+zc%|QAFkcqV!_FYFvQO#TSnd||k%zvhX?Sudopi(lnf&sXbuyX;ZoV139N`3WE2|SJ=|w%l~HSBgpLu z&xWT!RQ^pH^CMg@uHEfMN%MElT8`uAd^()* zqW*%1)#4~j0Q8c_5@o$i0&dzTM`r4@IuH9~6N(bxfH!g6eB?;`oUomQwkgyuUD*so zOYegBzeTQxB1n2tAxVDr3W&tmI$1d!IeOFIhZM1l`vwWJ%NcGZI=lJ9$_5x`5GjIQ z5nbia%%achun|Oh$0t0Rq#M`cSU8REN|sEy2+;t3SXLuu`_(HKQfpQRmb;r*z?&?_uVU=M{BKOh zlxQvP0+5_1m%YRTa%baepXsq(KV545KHToKs#ojd>}(uQnq(h43H@ll$>)CqDgQ)~43jfz{XIE_T z=|8=G8(L?8buiZrMSkE~gE(|>KHQu8ytzVozv+7OPi5vyFb6g0t}OZkj6VoX$sTr} zl{n@ePO!#&k2{F}H2<EiKxgj&G|rM zsd+0waNZ9@dS<*x@J$-o$Vth*lO#GB<)>{pq=ruuNF$Y~zXd>I(e~a#9AS$luX(x* z#vO6F@a35ww4ZCV>Y$k07nWQkjqADq=2~+)`i<`V3=Ca_cj&>0VzJ(Zm~V~6EybQ~ zp%aOohum%^(`3I)9PR&9(Phj@tNA7RIpg1j`x*K~koXCRr<0vt1b>to8(~U%(IyCZ z3$sJ){n!3!0K%u@P`|mB6~b&&od0l$pBi|F&xC8I>=`K**`q_8!}P$UCUxudQL(v= z?j0ppaTh-&{TB=j&IL}oQ`y+WHnvlJ1^>LH*Y?fl^kk_2nC1m(}OyTP^M6Wm_byibYZ?#UF@%&fiBKwx0zX8?x(|!#9J5 z^;$U;K<2+NV~LgI2&TGKR$IkoRW*_tyOU1WPx3-2?yFy`ZP2H=7a_!GO2@KMCiFxl zmC&ILM#!vRXz@g+<(C7?@4ZqHJzoesmNjZmK4|B-=pOziltnWkruc!OF!(En;qK5W z9iaTd%UmAClUW)HMDz|l71)8L>rmA+DAaQ*ic>W?Wo56lPQ5kw!{=Bq#X3uH@g|?B z`KN>=sN#XG1R+KpTZb}G2;aMO2?3 zxh3HkRATHPRt6FHHOBGk9RV?Uq6=!nD*=5AOh_PR9*G1)#0x^R1T&`dgJGAWaAaH)#+BM{m!)Zj~Iw?1if|P1B z2nOQf5GY-Yt=TUW;%q=4FMk&NJnu_aR#W}ue9aN<=<>O0?u;^jeC ze#TBY3!Q|+_Xmai0?g7`#tXBAC?4}i6}&zgs(i*G!rb>E^Be_Cjs*eQ>=kPJL|M1O z^1CM4@;55)mejcKUn!riw$Ow->|L?nYd?f98gA{EFv%4P~l#Fu29`+&^jQ=UU-H0~{7yO$e=x+nF(wOHQ(A)iG z@Es`8dvuDOzh~g2p&Kn#<%x`uj*NJH!@#KH85dEyLa6G3(Y>~G=soj=S=`oZ(Q!6N z;B+T~PKG}CFTZZbS-&;=e!)vZO5p1b@~^4?OXKABua|@n_y2k(31ajq9JW$@&oarE zhvoJiJmRRzf?0^_{$vMU44L8r+TUaGT@QR=%$N)u9BZSm^A8wg1sPH^UwP5sTpeo( z8Al|ltF|Wyh|gog>9@H0)*ZT-xkvE_q_%{E6dt@g<2CDC?MIuXs2-Wk>xxs`xw3_q zmf4J>9MWcXY4}>Q1ydZ;fBLI!k$lit`Y7DRo6bATW2&Vy&rvr zi`?!Up!W|$_lo(4X{kt^lkZftkBY$%)%&I(-lJ)>?%L?V1-S?@`-;P30N^%ucs;hYK9=AE8IDBjohK$tBWkX4K@ zA%l7C>p85GD)kq-4|M!@HG7#@8sA-6gs$HiF6>ASC-CT40*)D6p3m3t6zH|ow)4Ht z{qK*xUeIKVOB9Oi%@>6O)!hHyyz;C!PK{Tl`#U~y1}{Ck6_S=z5CR7+4UdGVp{%!r z1tMT64>moK!M~=14fw^*zqFA{P)P4K8GW|Oy9YVEi>&jr{5zHt;nH1e<1J(|lk3>< z7S_(mvqhRP-aRV#97@8X(Ljx)mq;P%#m)hwr&PcgLd_H_D?Z6ZipBcHIxN>KZtOQE z?EJ#^7EQ1y|9Fxn)hkRv6cC2BXAFB1jRR$us1*gPa6%a}=hiOXxGvUYtVexGCdp;Jl6lFnb zA=f#^pk_j^mrR7cK$}uTi9(Hhlji?)oV0tKTY{|MT8y-c#yJZOLMbXcnfB41zmI&URm*6J;n>e=7T*u0A z+P;7&@+Nh2Z^OHklqHvP2MYh^@+=;TJI5k#dW}|xLc1VX-rLTaAOSn39q3+%l3ITk zbK-<3m0Y1)0e6X1W75{~UAp!S(}%UWY((pWak7qpX#8dbHy7S92R$BKGnt@-Hy5Qd`~h-EV@608sjaOjJ8X=wP8-FK0WCH*fYW#_ZvQV%h}nRzdwp|V2$cuV%1egNaq{CdMQM{*y-+I;t~sdG6dyk;da_KUwfdnMNf~rrCe&`vt@fk3=w3X@gaTznN5P%Gh^_($MMv{ zlw!%Gc&Bf7U*%lhVpS<_&5MS^yIQbSuvHjgYtuC7?UXYW=Kz)W?i7}s%s7mIU^j$C zAI5AJE1;O;MO$2o@;nAOFS#*tG>fr4+(`rE&NF4Tw93_ua)ZXb9hM+fGv*u?&_W$$ z-^>{unBNKxLbKel)V;AdxM;SX-*VmldX0N6FAj*m36(Mxp{e>aW?74;vN&f*OgCl) z$B%1C8c>xqE?@u-&p2P6cw8zWCVuxn&4b&Ejyid9;Gf#9AbC!ed{t-j+qs}mf^f`1 z9oDskHhCK_yO^cVr%e{x=!=J6v=^0HPa@zNU`QVEk%n(!YAuT9r@QLREhtLk>pC%E za`$(8XD@LVFL96m?=5ekM)4)0xM@NqJ|n$}D8i5m%%V~JXP5=lYYCPC-bll{POW$DN;#7})!Ss!ndetNwtZ;9A<1KUf61_$1NdB942(py{fKOy|kE#4z#cOcD1|P z(}TS-73kc9y~_{KoJz-C+E;&^*Y^pu{8ZG0A@(9Cd*E;)De@d_q7(Lj*)B?B0H@B} zabgl`bpr~P7aIhDy|2=}Z}OF4%&-Fv3sM^$p{YiSKUv(3Jf}8%Mv6#ztI7BJRb};JJC(bvz{^mV- zBQ&L$;kZB@HYKXi|FLrHZq-=GqZWVZ&*0em8$*9@rxoL`N#^VYeClR4ZE8qka=i&c zoE~nmf;81#nlP@=Z#|J;GnwJ@6zH6kIpf@}5fdLD!ua1kFVUaBi;_2dIoCw0csNw{ z5UP`|La_cWF!E--`wRj_2`!B(1ihv8T~gqkxSf427{HW&cL zZJ2J*@C6`)TPZ-6tti@j+{q407;}#50j&CYofkN!z(_T4$p}GS4n%J4rj?L{SSpi= zTw}zEIXsaAn^vxZaNXNA7N%E?X9W1pqG1F5o6#(;(Tebt2bb7M+sw8N^O^}*hl2Fn z-p6GLM;3cmvp&wM6)cVBB;MBmBn99TS^)lZ-YNK@<-5GQ9%OZYVn_1h*U}6Q2dZH_ zng8CwFkB=f@NN6OvkkH^^FCe4g8&pg6nXnqAf}}R9W+Mv=h^kL{fekwn((r3A}}hs z36f3HEyk^EUy{S_ajIY34hgWFX+i@OJ$A0=$GqTr=YDL)Tp2?9&^~wsBoQLBSr98j zVQCrBI{ZXe^a9Gf&4}DTa|H)8myXx?<`w^gScjLrPxi|7tksv43Rh{Uq1-xrNeL2Y z74$DirFuP2C295E1?SwapqGvF-<2<^S|Ik<5n)0F{(*m4%?I6Ca;5o}lV!!h>lSVl zd19|iY2E@Ef8DrH;vErIE4JEtOi$7O!DkArpq1yaFz-_gi7(CyQY-t`rxjwZSWd53 z{2FhaFsnkiOZ?a1RkNfdxw!53bl&*SSyAQ`)rEKF^nyUO-6h!Ul_ASY+&W!{@FDek z@}i-WjRL7@mko@}0}^Y#rPHti(t<_+lYCv+l;funm0$u{S`@{RS#H6(%2}Yc^=YfK zrM$Y~w93?O14CrQ3Ww~@;9kLRZ3h^3>)gBf>kk@Be|_IJr7>Q~(vrBbqV99G`8u<6 zgw(`8hl{dzERP-!LM*3io73kE(#i~Gg@0&s>0cl!i0cr{6)!-s9>;3_c;_!9;goy{ z5_%fE0_bhJ__fDM?2d^DY6Ypc_-~8vB$D0)r+fofea1F;R9~C1o*6l+3p^lxb7E@s zwLx*-j*p1TlJDM$(tBZQos^*Sd5cmN@`md5ts&>ZGKZ+Y>k>bl<-UN_6N8Mx(y$fs z8SC)pxW_RUOUa;+B9p!r<qsM&K=pH zpO_Xcx;`aXrIf@7v|Rb%x93FmZwe)XW(84w%6{^2ZkynA$I_AB>6#_nNh&2a#}+px z8vZ^VDkuLAS{a|Ng81@T{9J&bNdJJ~(0qcf zmvF_>#@tI4EsWT!W2)<&rs`3)5R%03?Efq0mz%bTX#`dYqVQCmVXA8OJq z%KQ79dD(;4HIS?kytCTyYSZ{ch5{`I!~$-(4jI<^|EMP65SOxIyR^Ylf;=0|>kt=m zPZ1t#3H+MnY6kTek zZ0u1)bxL8+i>?(J-3ips(c1G5p_3oIeJP%NcbWt1UT&djP<*HTGvY$7AVH)bJz<8% zcmgEVDJjYYvglZ4L($hiP1n%mT&ko({B2hMV!ey#S>UW#*Y4`Ng~6=1|5Wlbvvh$rzthFZB+@rF5+lO z<(`k`s`}Y1#Vj5B;!`8G<7d*KE{7})ft{>hmW2XxkqTp{M!%OEh$z(k2#9z}4SX`Z zB-(?UUUKBVk(iSr1H75i6u=x$6clrKA}}L#Zxwk3u?jy$t93RVuj|o*4_u6T-X@`+D3Rkk5VI7Bd@k1+6YGk zAOA)41}SqLEdPfWAXrg6RzvcPm2E*NkpLX)-yRoM?$POw`$ zG!mYlCeiY_>Cq4-`>)J%)A`Rpdq;3EMIaj_@>Vz56F%d_-*Jsp^0-L~7;SI3! zNZHgO{wH7Ox$|6JPVW?&7DIagxt*BA&oG(ty-WY#7iM(|*h6 zBkFN!VG-CnAtuxs*6C^yL@j=aetvjLN4pvO~Yyn~dc3AP^{<~$#x67%j`X;{**G{Z3uZn|o+yAh`3H&0-BG+)xwZ)j6 zfNx{iedy1rZY2iRbM8CFN0-UkTkXj~UH(SUP)h}Jqf^RW^mIva>zvgIAcD&uK!1^~ z8QiSP@xH^V--5K#L0Hn!v+f7JOwZ6uaDHTk1QnkIzmu_Zg8hxl>UPLnJQ<#5y*saNGT)tEuGouR! zM@FzwQ$G0XvogF7=#(mKVD`c`Z#ZU=&!K*Gr}C0uJ%Zpim;&V8%K;Tu^A|v2 zfx8_?*P&P5OgIm%GD7p-AbFIp?U2+<5Gx;X;+w8N@mWFA4L>L&gYv$U?wV8iw+p|0 zX!_VdBYgJ^I=)zV;i@2+6Zfc{>3^X~Q}pLk5zN+RcC)EmQoL%X>`zAHtV$Ial@dg{ z$+%Sm69T=3)5nRG=3UiV$daF`w`R1Q5F6~U{u8dE+yt&tgv`DVP{WCdXqp@Vuy>Oc z=UwGER1JLhb>3#*y0wajmAq!d{|U_Ae}xJ2AB=EMi;QqL#u8KA`BW5&kkNla5u-Sy z*JmYPpL=V(5%9wj!`FXBC6HQk+}D+7)ar69k1$sA4_>B5{H)FVC-6qq4YHB`-%u=F zF`I~?K9)e8tA8W^dH1#B6yobSGQg>LaqcHuhc8y0a2Of%JJHm{ncDT8(?2of8$6iD zP-(Y{&+5PJ6%}AH#)I}Vq^Z)A1vzP49K{R@vSgLbDHjG&DR%!+?^1eg#%ZEOez?cM z4{+PJzlc~eLN2|e<=-VPs(nAd*O zK6QBVqp|TGkoK|}`|9Kezd71}S>edVUEcyzV1(Zr$33=<!<>hz{HJkrjB1x1@Fb0kx+rCMnXnY}jkJE6HB26A~ zPCy*nlC`s=XYrwEG|+i!XeZ=rfm9X?s)j{0;@)^kPqY?$rSr8U!0MFsA~i7 z!!7|x@QnU*%O^~BO7h;~;nr>`tSc8K{vW|@J zRG*uNpaj2-aJN>btNZW!rh35dZk;3FotYD^AK}`+&zd%BMZqpi3ZTF&a@#u#sn;4=HG3zjGir!?}}AK18DfidcMAoS+2tzcByrL56whB7zA1Q@tKxToy!l} zoV_(m-S0+VZ!wa0c69Ub-I>>ioK9`=waD5om-H6R%jFyuy1?sIxWGxkL^4@UPt`3+ zVcD^mrZF-n+AQ0w@9(r~dw8z4Tef6$s<@W5W@2#IlBn5m)5W2R?YwOk*wPS;E-|&K zX_gJpi~aYWUQO~#Ch$RpOxt#lAv`2g-@6OvtPwlYzs>o+UD5EeZ_lVR7Dxa{*5kPH zDh>4wl)}k3#1DeA9W>3I|O?y zK#Or6a`{Q0p@S#mOKChOw^>6M!f{2)FTDwe_bH$H5+>+Vjkw_IcOTxDzl%BKYO#+5 zq-$m+CT>7`u>H>rB0+A3@*rD#zZ|P`!boxe0hmk}zF|Bt(D5}y#>)L7Z|!d)wuN>q zke@O8K2?LS7U+=4GBiU762ZB3)(i1wJ0oF=oyao^e-e^5^0>L6URJ*Ya@k<}Z*Ch> zlf6jRnY$IGXOkGQpak6CO~1U>iq^pc63Eig9T~w(Lv|>In-@HK-_uM77{ztFlfC6? zvD@LNX^8wcn2q?k)$>JhftdX7-W2^son+@fo-iGy?%!lETF{ekEVp)H<<;19j9GNV zfhK1#WoyfRd`)WEhxa|HK;fqFWBzlgf#j@7-IXiQXGoAQ{3IP#ih7A#a)9_TuX7cQZ%@`JHg%E-R)1m|C@R5&Agf1b0?Eb zCg-lKeOC5fXJ6CpJac|i(rAS$^Hd=Yd=kE{qhKw?{u_vlBgI9tozE2O_mZKuVP~i) z_8JOq{2QBPfzu)gU|$hBzrOEw_rfW|`rS%I#Q6XVvF6192C)l`Fdh;8AWk30o~Naw zscq($LE2iFu#sU_z64T`D^w|MY6o3p+2R2>H|8mQf6d&BKguAMz@r zY4OwwZj;3D$i)4cY}%CU{0Wb7E0-N@shq~l6y?m06om6E(IN<4m7^PHXsfU+LS}Q$ z)L5?Y+AKrLhR+9a#DRD;9Tw{z(D2|cJ%*PK(+0U1F3$KYpZ`OG;InEB0So86pH78^kS;S739Cl3U~svN@)lV;jt2XylSx=d%NU`U1?h|Y6_wP zNPlE~&g2zA9<;Y-S=!3nFx3yidWu;E2=B;!#fqvBhB766!SpO$@QSj71RM>K?~K=~ zTwBi>WFOmiG!c^T>+D#Tq(4)(u%?>xgj74;7aaGBP!CsZkQqNW8PO@T#BJcW zQJnG%t|T3|I9WZt>(qEdjM-BM2-fZRjKbg#TvwgWWrk2-3i z0491fzG79AUBX@!5#uFpnUC$S67w$W_U@uGqasZ5-(a+Ys0I^fw(w75f=*cSnU z``~BmdALBy*QoFQJ}rFK-4L7e@z(Z}T&hZIxqz@o*sF|^18bLn8GLPZ;>yz7-bA4a zHe#?xB}fAoZNdUBXB!U?Y5HtDfi8#>1pd|?#%Wfi8WLt2V09ST$wTmGBcMDKnF&h* zF^6qxES4|f(dWSEa-w^7yZM12735U-R_*s=W)4$7dNK%rnqIMn{&vh*04xU&wP{m$ znc6i!Db-q27F!m6)X2OyH1knSx1lXBqp#u%BE0eyIehLFZV_5f!SV>b=QzUev+u@>wM-YJn2e*O-za! z>OlBG$t$<%;Cq|=7M_rQn<|O!u49K%Ni)lAW}slUedZCTTw0GvIzar$J?0nnq+x)R z%M8PlW8Fr|y@|}0_v2Odf(gdTNnL_!sWy9`A;)$b+MZ;IhCbezC3M0ChAZX5bOZ}~ zC0vSv%>X2}x!r$@m*9r`1OoSk7qyWP&}hJ=8p1p@v4=p=*DviBY7@i&i699UVHE4{ z@(hB1YdyD|85kfs?~>fE)xEL1c+|$7^3wrpVtpGri~R4lJ%22lYX|rh61w?og4>?_ zmI74ga%VoXZ|kNIj{SDv)DjswEL-L{F8w()C|x?~ArLO4TLZ?Aut%vgxuBDhy)gR- z^~yHsV4SlG&PP8NSp=a2KWz;^vxI#E2Wqq~hUgD5_k8c^BI-?mJI(LTyeuJjie^~l z(8W86RnMtq<_rvXp&j~eXVUSXRtqKww;nk(2?daXMYS*}m?a$gFlO|)w0Pd!ab?**{ z1nq`2x_Nh98j7`osC8B-u`a*Vo#H3!=?eoC4G_S~HnQSpQ?*+?hk&j@C>Gp@{!vYj zuq}=kh%M;t16-DM>h>L>$qlMk?0JG^Z^2KP?AtdsuSD0&sDDciOGp~Wc6H*}KN`P9d`h(|s@ zrYrK!a!?W<{7S(70&JvbFk#D`f`;Avy`(F5p$mFe>)VND(@{sO0h;ieP0p!Lv65;& zPM6$WmYGh6=M%*-Dk^6{4z9i)dqXM~uuOEN?p{C6)x{91uq zdBy2*nu*R%0f7@s4@g*`v{NDxnnDL-IEAveZoMEX8pUCzNS+79jiwe_>B-$io7$p)~ZUPJPxK0^09a4$QN`H?@@ zUrnO%rezo?3U@n0)=Pujkh!jt6hlO0$sH|cZ{p=PtqQ${xYkgjoncF_EF`iIXhn3X z)g13YxCn2yiijyL0l2?9HWEs${e`h39s!R3B_y?d;H+9P(9=>1aEaY{CEK z*V#p24fyJ+rl5#HqEImhiQc`Zx#&kseMr2foOa$<;0`(sgt)qHB=8+w1``_Pos?uS`eKhX;dN5h44ftCTiyJ;Bv{-?0S4O z^LwZnf*)3ICpkXxIxz3e7V}p^{{}jemWCynngAFKe;6rg9|=bOH$v#8-L=mIXXKX` zYav8Zc(&!;L{050afx*O^T7mJ-O%eR@_az;#{XJf(aAUW$OS>CA!>cwP=+ zfjwXfAL30!ooX=}E2teY#nl9Y7`I}>?5J^E+BG#U1E{JOD;rQ#*MX4&ZCg~S0+AlW z5maIh$?WExdMa#r49p-D$C@E9r1bDA$j(uo62rOS9rJGhE;xH7!p->8P@2|j|J8#N zoowCS4YnY&i3kMs*^i^-!B02UzPY%!thFQrG15G!4x2*pezy&(%=)NW?3zL%nIt%X z@Zrntpv~{#+4^O#D7|oAUJzqd)Sx>}n~q%Dkk{K`?6%cT&N*dl$0(yH&1Z{PFTHtF zsyAVeP?(H|pg{BYl}Qw>P*SF>`LzP|f)pM8Bfusz4nSKg>|EYP3%gKe6=W%1<}WH% zacAto_N+h9fYv$;LK3LI`%%bC^|y^Hys~#WZ1pY{jbWyrd5Q1~-?wlW^s_9hzV73Z z=kaoT?9vF>u8`XuKf+QTRM0470#|pYihp>#Ra$S7HuNQ&QJf+XYbulCuw>omdrL zK@`axILYEpRFKJ{;kt96Ul6J^xYQtaX@zXy4T-`QU{E=A{2fP2_-Tye=O|FTQ|B`h zv|EpPGG=#_au8}rht83l`NV7ufy$_N%3lJGtc4cwi~6FMsPcMIkfNYwvIW^?2V#mJ zf;Xq6IoZX9yIW;wcKPp)S^WBGZ=QBJJ!X`8nA{})r|P2Zje6Jb{2oliZgm%^e{dL^ z1QwMvMLI4>?q|%OQ0E&ueGG;koxNp37xXGRL;WZ9OR%fIZ_?EfZOPZIhvb5wiQ4rl zw^ci_a)e2s_Rss@X<*K%^;*Bro`u zZj8{b;BGk<-;&h?lWPR%&$Z{6DD6Zt-_RT}9WS@v$R4e_I%icxWmZ}_iHKlHUVoiD z@&5L=8{2~ts@G6pGBD#(Y3SC@)mcZa_YOEudTnvPd+9($o$Q3=`0+gFt0!9X zhCGzR6&;4I{hJ-1Xg;Ma+sg}@aO4i=6jZ-i7ntiFi3L{%tH~rm3v%o0x{QvUk$O|HVT30EFcf8UG3F(aPF`=s;DH zd~X7PTBV5%CJ7)3PtZlk*2#ny9n;uddS?}ix#dOQJCHe*eM{KxGrCy_p|$hOs)(20 zEP~hM0cY^2BcCdt%QZ#?1s%UPbuWZ{Ho1glpQhFua-p&i6y^EBmQHu08ho@`H{Pd{YxKH^7grE7Bfh?jsvIcATNL|Igs*3 z`pG%e_CjL5JB$(P*E`&O_#sTzk2@+i9ZfgDAA;F4G_BZy?|T$Xg<34I^)c`4ppGom z+zd_qTz(zBy0&j{OM$_=p76_nKr5O21o7*juMb~!fr09{on$Udu2b_0jaDaOU5Np> z5GybH7W<)Gc)DiRj#0+*jJkNYgvGt@Jg6_Skfi4jw zlCMi&y@8f@`hJ{i{Hg$;4&0jr{Wq+&CQ5!cXf@Z{N5)(=NKMw|>Qv`c3{755+?=(G zaAtJ}!nUie9;(@BN0JUHUCCQ>6K(YJ~XX7jhh2h7J9sK2_jTZWTws2DH(krl*@E zG-P?x_O~+!)bbK8Sjk_;DM7FrGGPwnY&$sJhGq+OKye6^e4ddhYKcjPJMX&^xKQ(_r@?k-;0of z1D7i@)Ob`#Q4Xy0ZW!Stb5Sq{0^rsX%@V`a8r(XG*V!7?<|)67)kBj^uyGVxCmk>C zl?~6EqCUF6F8p^k;Z;Ho^Z_?OR4H#fHIe$a4^=8?m9m?+IKeGJOs|XD6z^G-BLu0A zcf*ZbP3FDl{C7|=v?$AN^!1|XW-A*wwN>}WMHfDjF9y+ris&gy5bCg1g#=>aJ>V>7 zh^FJPof{|lkWfU}`H|P_ki5&K((0}+Kf>>uW`3tT(tWe`yM(;abhknNp2ZloZe^uV z_^FpyFdW?GUN8&%mij(5*@o+dRP5P^_-fGD?@J@Pc1G@nf~Z8Z%TF|HhmGoEP585&-H}kvB12>c;;CxL zegUk>-=>7s)wmZ_s%V>Hr|fI038c@*(vKc0N8q2mn~Ufr@iuXZixS;?ssFFCfKbdb zq)u(;5vpq6HO|TUp9;+Ew{A&>za;s*@F5mototy}E1HD3QmIUc5(ccrBN0hlz%bw0fys1{neV2awXC2+9 z8ymRPf7>_3J{FTSd_BrbqtLV~_E5C&4cnTa zv}-UP0~YpFetcM+0{;?VHjc)`(i;N|hA|D%VxcxW%;m~O4mHZi-r$6>^63eu`W|cX zk6!#NNV~yIP})Xfl(%d~VuZ|zBlF$wdm*U(dq$0xuT~d_MAO5R3o)1Vx<{_oH)7lP zZ_9q@*;A8iVbSgs+i_Qo{Z|Y>S&2L>^3ZsG>!`;RXI;4Wc%Ncmxz1+D8V42w*DyPDNpJ zZLQ!$Y`@p>GsU1s#gTG%gs$y`Q`vIv^TAjr)E*JH;0;TxFo_*5bf|F{4}1j?S#6|) z(^si-=IJmaoQS`FVA9P<%512N6wfE zG2D-8zk^v}-vHT_MpN1Nb2TcLLvD3x6isF>@z!|$1)mt);(!gDl6K?-9dto~T-v_x zLXSE*Ly7h91OZv@D$e)5K9f_f#W)TxM?4c1dBE-eV&=3Ni1_Xf|Gg#+FpM+h@vd-T zgBJ2I5JH+Sc@f;*$)ICvd7^nl&{E-1NRcwp6u;IJM#=fhH>)yQI`m{H&$3t>CI>mz zeJYy%sB)+{aPK1VlnMV9QeK0M^ZI=X6geu2bcusu^=?Xjl5Qw-aGb)2d2UvClj7oZ zC#TYw@~S+`MAo^Bpd-`_P+IvDIYC*y?o1ii$N&6Do!^PUGi?WzJF`MCG9(I~mZf81 ziXg_xp&$lf`0x_8@Gce`Mh6DKw`6pRiRvvr;as|D79ZF3b2_!Y@C*4$h0EX7waVB& z2wxOYVKLIaHp8MYdf#@lTeY%P3t()Xq-TJX&Y*IDbPdq-_f%G{X&~3`On8#g_U9A2 zVh-&<(2(8SlDr{SHE4iqX**}5A4uAO?7C%u5ZmyM$t{$Esum8L$vS#Ue@MZX znqW{C`h%j`i>MVP16`{b<`&X;2PN@N3^$a=XpFa>M#m@41zW=ScujvqG{x zb{vWMxyP^Fd7YPuUyG90xq${L!lF6!0qY395d0!pG+sPB_-%!)22|F+ zWZVy$$3lM=>;+>%k_1#TCl>`W&u<&g>0h@hfrt>DJ$J$>Wr@-$5Lr=)$S%0JRjb#V`OG3J_AtJSyh^N( zPeId2SSU#<(l-HbZAOI z&ch|+o5h=(j5&^cko(k>q*BZM9?g|;b7=Ao4}N<}Z=32ona|xPBMWf`W;Fnk!uL76 zHeA37ycm_Q*c$LneP3BFlgxC55XFO(yD{v`2Xfy&jCLbi{H^uA^nNM0iAMG@9uVob zoMN>bHV}*I%?k_l+zx%c!`?1%-tQDX_`T~84JsD@cosf=J0Xj_+j{a~e}QUO2^U7D zgR0Xt{MHH?RUNNQ_g1zWmfa?r zd1HH_XjzF{SUFC2i`L5zQPx~`@$`J~7Z8nq+XC&*ro%5#+f*H6S8S^A9PH7X@jS?_ z{fjUgzD7r77~b$^s3>!I9xw=PRNOxH2+6$MA#8K_Mck|d_0_`m0+Ras>qD(v2pUvQ z$CBCj#e36jA>FpKHX@lr6NBGo@=$(aRF}nuU8Im~(2Sa!rmQx%F>kU3QO#e_ z1wGxW?UQgo=pBb-MH_d<#r2)6QiMhXR@GoixK$lO_QTXqQtvch3K2CHJUJ{s-XxZw>FjSpP_CS?72LV9g=^z<5 zcO=V`D#N{KDmc|u5Al)teo4YOm<%LT3cP(8p!AQ{+`T^}G39t{X8y)9Z8&{L*y`@j zDw_5F9Ejpf>nY4%pqUe__ld;uhxa;D{YfJr;9W;q#HZ)WN(S3<*q2*mnhzMZDWAqa zQJpC^qIt$+n?0%BYbQXNV#Uf%i1l^qAK)_x4el*)iWG*3W3~j1+wy`>2hHl4D_`uq z6C#so%LnpLRNTO(GI$?`ze9Y$^+gQ2@}$Y5kLeA1ddBKvrjiECf`jdZjGK0?KUdvw z5=v^#9SNn`Q`YdtK;~_GjhM*d*P@4!{X?a!O=cIMZ8q2b?#O*9zHVUZG1;Jv%Zj9;;QyMP$*S4B|T;a#kAxSh`oL)l^CVII#MY+G%#D7PmxtuvHA z>f$#zBA{H9goyqLR=SLh@ndrvasbpG?i9ID9 z#N2xUmury;;NhRq{gGmkzAoFkTLw56e^%kxwM8?5TY*>xiv8lDj-nR*3I4Zaj3x84>=R5o8$*r?(yK`ylRw^m9{<1@C-G-7La z*G-tBjni17Ol-WW4 zlWeqOHu}NqoWF2@+Rn+u`&i!{t32l98~5qD*M{n~Et$bkBc5{By^eVvE;;*2tjq1p zZ7Sb(n~6O!{18y9UPo&Z%YD0ap&~h9uwjHf9*g>sNZfQ_Wi=Nw4&MEY(p^Cq3?Hln zCo{;&u|0=EEHgIz#TSk}wXK>;Ez+H(l@_iZ&~N*d+nD`=r;c$Y4RwJhlJXA&`BoUh z$Hb&EY2dd*p6J!R%IPm$q7j;um;B-9^vh=r@G{<66!VeQo7 zFoMYEp$n@~;&)F0HB^Qd_^zz(;Ob$S+?<>ui&tHGnqAre!n~V`S*5Mn;@{VD%hMzC z8~!JoMYXA1U2Bu^42hJ0fyr|;QQgv3*~N7~LMaSYRsb`DFRo9S-gC1TVq)LX@}$FU14Ix{3F!##K|Opj<) zXoovu!CRj`L}ml%YIgz{Y~Wte%*MmfswUJa4=V-2+|GqjvagC#?3s(19(=;Jy+7UE zD2cucQ7J4;o_>8VfmBj%V6`M0#UG8^B>51zrFHDX&E~H?x|Aq9xT#~*Mx)2sw}y$E zsR=rCe>(%W7IM-yjM5162m&`y#d|+**%TN;w#UK0@cF>n*8IEH?rjc#m^YA{Ez&?; z+`SNMXR5&UemUbvLVyW$(IlHBXQhn3??7rzFVs;b5b{txJ%kGFv0^r8xXl?B1OKMQSNUKD&% zfZv82bdy?znJ=XL$|?@Us5)ng{8?X+d4o=JbOY!`w66(2KS2(h@<6eLWfy7;Hh^wU zKg(2S!^pB?d}?DhIs6;TGxoAyJ;M7UC~tSo{yB6(}lb54-$%I48lxp!|{vQEEB2;ZqX1e#&PLt&a0bx2% zVo(JB>^FQjAL{Ph?M}O23Emk(6hPqmtdeksa3a5wzOCb7I5%zCUoMdNP!SW7W2f~w8uAYTA4BMN>h1bxXM}e4)nPqG3&G!}op1m%b5j+~|Bt$?% zisYO9rzFpZVCvCF|*zx}yoM+!dq zZrSDFuHU5kW4?HOWaa z{`EwvijBW{+Esp+1^^w)zDhi7oMDJ`8_?Z(1-$+^^?x}l=aSPh}^=-0!_@QUh_T?JtI zmeJvledHd`+_l|Gg)s-8Eu6+;Y`F?>w7II_ugWx?&3DdHg1eTE9B?D3aOtpFN|djZ z(*`-Ce6_X6m>B%3ow1jb;Hx@D^{h#=<26Y}h1k-2RD42;i? zJJs1M@z>kZE}ZS2<<%J=7hNnM`A$3QM))yYsg^(3q-GO%?6Vip8vd=E`x^){9<2xP&m!9(81?GlTwqV$CIeLbYD>)bL+JC_Oy5V zvUThEar^2m*e=vA829Uy{e5fZ=7H4V0ga_VYtrEXXozM?;z4?G4U*;)CPgg~nxB-2 z-Ey&BN=ik|iM)BjBLyh#U0vOD3n3Q~x%e?wx0sGL_oZIAd$5SCv!2A0{$dbD$syS} zU<2Fea%a-s8q=hgrY@%!_1Y4(uaq6I? zs_d!5_VW(5-E8DNfo4Fn>_PY&y~GJY*2J_#adN~;Er#!6N4|c|O+xxKRNod)ey_`1zpk5je?U9EpJ+VXR=SRr z`m59DL{{dPc79$p!XwrMjumvbcN60XFfU?gb{lse@VAHIlI#=nr*|R)6$+kT6!r@VI?h35N9gCIey|Us(UDEvG1q86bJtP*NtP+}1KBUuDW=4nlYTZcP zi>l0?G|PDLfr94`O1;?8O|W=`+z4YyJhL@GvA;AKaRerp+% z3b1cO)9h2O_x>qx;9TUDq!J=gji;dFu4UbwoE_I>7^C#ti!?WWFk;5`YTa+Dy33Y) zs%C-G>LOyzonI2WHu#Sy~n{HLh{qX2SLkFknXY5{xk{TIAOZ-OlA-!TN{ z1=49YznlLJ9*17ilTPDoUFj0vOL)VK5=Jtk+72 z6zS0R(I@|)`l>{XE+N;~{VKTUob*H`$12W-r%;OfMb&yUdEVzcyD+S&EYg52M)VSe z5!n>U97GfwzL+r^jqzvCE``wO_4p}5cJJh=+UV>9ldf1WPVIRV_E5+qG7yW$gs((X z=1JI@jtRXW*|R%k5ChVvEpaFpzk;s&F&Vxp|+Do>8aM`T$EPb z&q!;G86%v0NA=f<_RBT&<6rM}FdVDxF6f5FJ;7)dtMWVcga-qK#P1aE7olKFvb4$- zj2jHBH53Fc-|%PoC}2Zn;>mQMdU6v@hVI0_kx`cwqaspnt9XJ$k}%z+&np%6_|i~b z>h_~fBl5ojRV~0wO8gI#L}sJ(5`2iu^{HUOErVOrf;+1ES$(kTjsuW(#=MG??kMQs z8tULYkGt@kHGl{QdX=1{W}my2B}smomOPdk4019k@B0RbXVWUy_WQg@4NBMkgvQTs z^rjA{H%muTWk{|jVAn{lu8GD5Ba?5!^}Rea5?j5T6RHW)tlUNNq$>E+kDI8_nKWJF zDXOz&I!x@F*gtw*+g_n-;TD&5`*KO_V=1xR1vQT6I8{f5V>}#6glV*yZ^MGIg4Tv6 zpWDKCaMOJDjafZ=O(e`SVNWo~N)6#?(YBK0ShNJrL3*!nH}PPzTgQaomEMOeR&CR; z!tNDz&x8s@mp!I2_P(mhkRaX!Om7;xB}pBt*~QNSgKQlF4NQvE8R%RDIKAWJ-|Ts; z+|DWK`~}ix7xRFU#MXxViSU4uubr*af>Cgv4MPfy=JJI);(hk@*I6Ay#Hx+&Y3Sw< z;RmvB+!;>xvH(FC$+!pTJ;ouQ>c(o30~hBKWVSd7uwUE7X=@D0Ty5O zUbmnCAG&qS44GEi1ItUiX0T;2Ei*U!eUMwqg!i`%A$jkqDPnn6nWCQkC036yZ~~0~ zW$C8SpMZd2X04BgVts{99S6cOO;W2r^ZRdhp3HBd98RfTpq_Z&tn*5$_RZS7VRy8k zqsCy`?f^OcC=Htb0EPnw%n%HiT60bQK|`-W$}Iu-dbQs!i|&r_!cb}9e*<6u;m|nX zee)KVGIG`7SMfB#(JzR*6tBm7i%48B+Kfaxatd?!@EH8?=A%$Z@GO@j!a*F=W4t+~ z9B|1eXTsO#B*2c5mZH?;bpAJNGybA*m()9?(mD*+N;}}AS50$Cz!mx_88M?j+&>k<=};{$NM>Js?eL9x`^NY z2iVHlo6IqfG?6NqIdwz?hk2Glt;IUh^@%|gk#cay(FlL1iyiZVeE`y&iU@Y*GfGq0 zS95ploi2LmRj+X9Sctka-Z6}dUR3(RaTWqaOZyNhhiHTh&1A37C{{Eyr?4kZ-E6pX zZrl{iBxkpXT*j z4yoHc|KbvFlZ~lRS2bJS_)#HVn_aryM;$yr{PlyXjXN{7sX;GLNAeB-O#zW6sqKc{QE;AR3bj*-2cm*wXw379$i_PLOK08c94J2c*}FlP5OnGGW&-_CGUB@*JdQeWKT(c2<1)yZ;o#uF^Asa z=YPOu{}(v_yU&`jhz zI0fJC#ARif7N@l@QtphS*e`Z)u6dn~UGX;_hwBWJjk_1&=aIp%6$I_D{=W(X%(nkk z7!>D%X3rDnL!-mGS99I5Hb*nBb0+_Y3j>~h+3lgqxPkoqUpneZ7e zRMrTyWfr8KW-Qpuz2UYPqS!?ngDP&1u@j?9>&u}2`7z$}KQ^HYJ)G@@xM+9z5=0?< zrQF=WP;eYDHJAqrzmtuEfe}gGWa)H-W?V%mh;!^SigJ@m&EM?6P>wmrKhJ6K)W}OI zV!TJ{N6=q*?=3Nr4XQEzvF+|;fs5^5eB>^WHeylFPlR5_ZBd_cSuqCA91y1M=cgDD zhU;O6LGa#LMY3#eBVTd4fHZM+|04{mB=r6X4k%PaRdJ zyMd43`&#%zl!E-Uv0}6Sa)Lu;Th1u#fzq8z^I>L@UpC&g?WNUaSHE|k9eR1|ZEni# zcAkN2crdFBO2jy2#)Hd1{QoMBg-)5ff|)}`q8}97>b##Icoo3#DbmZ{6m7|KWd3m5 z7ekV`*XBKzGBoejmPj_Q@OAetSjcM3d+r0+XiHl}w|6$utr~S5>|BG#3ca5p=nJ}U&N&d^Wz`>R-V+_wR z6zLb3e{4fVg-)kGj*0Xx$j@dtZvHoT;dHAZU+xwn(9$ZHNSS8elru5A!aWXu_5KvG zO+9`ARvLwsEtK5Bnp?Azh?WBpPI@WLr*~Ul;66)?A2V)cjwbB~BQxVg4iz{u)*H+5 zv>VQcF^#mv=?>lWmCSGn_UD38Bl^OHQeFq;szp8nh}Wr(o{I--ktFkSUMXlC?6N$t zAnD5r3pG69S~jfs|H_d&o3;G>fo(pfwe)Tz%f$J8IRy^IgP8RodoZ0tTxex^M-5ZK zNgEG-KViYP_RQEg|256mi=&Y{2bRtae_>)jf%~$(fm`69!$w@OU*0m{`~e^{2%y*i zc%K6_1_1oAM7z%KvbOKcuFtkD%ol7UJ{<=eL9~+6}c2>GQwijL*xJ<6*^H_U)1s=nyuu0zY*u(W!DE;xGm@ z#G1W8k1UA#Qh6O!dGOHKdvxn6_%=zpfd&L-{&1*s34PB$*AFW>Z`@avs`w`4e`A=l zV&1`5-l){6`@TIOF3>e0d#WLOF(G?rgZ9CN!jJF z7fOSTv`3~aoxUILnX5!avOivDR6=)-82eIsbswy4fvpES7bY$pi)^7!;$2HaFHW=R aOWHp-l$3t$zrWsmK-P_hH5co`Li`W>>p&1:x^=b[p] + if x: + p=x.bit_length()-1 + for q in b: + if b[q]>>p&1:b[q]^=x + b[p]=x + return tuple(b[p] for p in sorted(b,reverse=True)) +def inside(a,b):return basis(a+b)==b +def hyper(p):return basis([x for x in range(1,512) if (x&p).bit_count()%2==0]) +FULL=basis([1<=v,r)) + for col,s in enumerate(ids): + k=next(i for i in range(col,len(regs)) if rows[regs[i]].get(s,Q(0))) + swap(regs[k],regs[col],F) + scale(regs[col],1/rows[regs[col]][s],F) + for i in range(len(regs)): + if i!=col and rows[regs[i]].get(s,Q(0)):add(regs[i],regs[col],-rows[regs[i]][s],F) + assert all(rows[regs[i]]=={s:Q(1)} for i,s in enumerate(ids)) + M=[[Q(R[s][i]) for s in ids] for i in c] + def qr_rank(rs): + bs={} + for r in rs: + r=r.copy() + for i,b in sorted(bs.items()): + if r[i]:q=r[i];r=[x-q*y for x,y in zip(r,b)] + i=next((i for i,x in enumerate(r) if x),None) + if i is not None:q=r[i];bs[i]=[x/q for x in r] + return len(bs) + assert qr_rank(M)==4 + for rr0 in PRIO.get(",".join(map(str,c)),[])+PRIORITY[",".join(map(str,c))]["rows"]: + rr=list(map(Q,rr0)) + if qr_rank(M+[rr])>len(M):M.append(rr) + if len(M)==8:break + for i in range(8): + if len(M)==8:break + rr=[Q(i==j) for j in range(8)] + if qr_rank(M+[rr])>len(M):M.append(rr) + if len(M)==8:break + assert len(M)==8 + linear(regs,M,F) + for i,r in zip(c,regs): + assert rows[r]=={s:Q(R[s][i]) for s in ids} + block_totals[c,i]=r + +# All centers are complete while Y is still at zero. This is the crucial +# difference from an illegal early-own-Y prefix using the old center order. +centers=[] +for i in range(8): + regs=[block_totals[c,i] for c in sorted(blocks) if i in c] + F=hyper(P[frame[i]]);a=regs[0] + for b in regs[1:]:add(a,b,1,F) + centers.append(a) +centers += [frame[i] for i in range(8)] +center_frames=[cur[r] for r in centers] +assert list(map(len,center_frames))==[8]*8+[1]*8 +assert all(cur[v+t]==() for t in range(v)) + +phase=B +for t,(r,coef,F) in sorted(own_rows.items()): + if t in TRI_COORDS:continue + assert cur[r]==F + add(v+t,r,coef,F) +# requests are needed for TRI coefficients +requests=defaultdict(list) +for pid,pair in enumerate(pairs): + if not pair['selected']:continue + (t,u),(key1,key2),mat=pair['targets'],pair['keys'],pair['matrix'] + requests[key1].append((t,-Q(mat[0][0],2))) + requests[key2].append((u,-Q(mat[0][1],2))) +reqcoef={t:(key,coef) for key,reqs in requests.items() for t,coef in reqs} +def face_info(c,p,eps): + z=blocks[c];keys=[(pp,ee) for pp in it.combinations(c,2) for ee in (-1,1)] + r_local,alpha=z['outputs'][keys.index((p,eps))] + j=[j for j in range(40,len(z['events'])) if z['events'][j][0]==r_local];assert len(j)==1 + return j[0],Q(alpha) +tri_join_counts=Counter() +coded_shadow_slot={} +coded_target_edges=[];TRILOG=[] +lcopy={} +for s8 in COPYL: + r=s8+8;c=len(cur);cur.append(());rows.append({});shadow.append(None);add(c,r,1,cur[r]);lcopy[r]=c +BF={c:basis([P[x] for x in z['receipt']['source_lines']]) for c,z in blocks.items()} +HYB={(tuple(map(int,h[0])),tuple(map(int,h[1])),int(h[2])) for h in XP.get('hyb',[])} +HYBLOG=[] +def triread(t,blk,r,q): + F=basis(cur[v+t]+cur[r]);assert inside(F,hyper(P[t])),('TRI frame',t,blk,r,cur[v+t],cur[r],hyper(P[t]),[x for x in TRILOG if x[2]==r],HYBLOG) + tri_join_counts[len(F)]+=1;add(v+t,r,q,F);TRILOG.append([t,list(blk),r,str(q),list(F),list(cur[r])]) +for tr in TRI['triangles']: + if tr.get('coded'): + bindings={} + for name,binding in CODED_CELLS[tr['cell']][0].items(): + bindings[name]=maps[tuple(binding[1])][binding[2]] if binding[0]=='source' else v+binding[1] + for tn,sn,q in CODED_CELLS[tr['cell']][1]: + target,source=bindings[tn],bindings[sn] + F=basis(cur[target]+cur[source]) + for register in (target,source): + if v<=register<2*v:assert inside(F,hyper(P[register-v])),('coded frame',register,F) + add(target,source,q,F) + if sn.startswith('y'):coded_target_edges.append((target,source,Q(q))) + continue + p,eps=tuple(tr['p']),tr['e'] + hb={blk for _,blk,_ in map(lambda x:(x[0],tuple(x[1]),x[2]),tr['reads']) if (blk,p,eps) in HYB} + own=[];rest=[] + for t8,blk,loc in tr['reads']: + t=t8+8;blk=tuple(blk);r=maps[blk][loc];r0=r;r=lcopy.get(r,r) + key,coef=reqcoef[t];assert key[1]==p and key[2]==eps,(key,p,eps) + if blk==key[0]: + rr,c0,F0=own_rows[t];assert rr==r0;own.append((t,blk,r,c0)) + else: + j,alpha=face_info(blk,p,eps);ev=blocks[blk]['events'][j];assert loc in ev[:2] + rest.append((t,blk,loc,r,coef*alpha)) + if not hb: + # original interleaved order + for t8,blk,loc in tr['reads']: + t=t8+8;blk=tuple(blk);r=maps[blk][loc];key,coef=reqcoef[t] + if blk==key[0]:q=own_rows[t][1] + else:j,alpha=face_info(blk,p,eps);q=coef*alpha + triread(t,blk,r,q) + continue + items=[] # (kind, t, reg, q, blk) + for t,blk,r,q in own:items.append(('r',t,r,q,blk,blk in hb)) + for blk in sorted(hb):items.append(('e',None,None,None,blk,True)) + done=set() + for t,blk,loc,r,q in rest: + if blk in hb: + j,_=face_info(blk,p,eps);ev=blocks[blk]['events'][j] + ws=[x for x in rest if x[0]==t and x[1]==blk];assert len(ws)==2 and ws[0][4]==ws[1][4] and {ws[0][2],ws[1][2]}==set(ev[:2]) + if (t,blk) in done:continue + done.add((t,blk));items.append(('m',t,maps[blk][ev[0]],q,blk,True)) + else:items.append(('r',t,r,q,blk,False)) + # Original read order with the two half reads collapsed into one M read at the first half's slot; the face event goes + # just before the first M read of its block; own reads of the M register are hoisted ahead of that event. + def evinfo(blk): + j,_=face_info(blk,p,eps);ev=blocks[blk]['events'][j];assert ev[2]==ev[3]==1,ev + mpb=maps[blk];return mpb[ev[0]],mpb[ev[1]],tuple(blocks[blk]['event_frames'][j]) + items=[] + seen=set() + for t8,blk,loc in tr['reads']: + t=t8+8;blk=tuple(blk);r=maps[blk][loc];key,coef=reqcoef[t] + if blk==key[0]:items.append(('r',t,r,own_rows[t][1],blk,blk in hb)) + else: + j,alpha=face_info(blk,p,eps);q=coef*alpha + if blk in hb: + if (t,blk) not in seen:seen.add((t,blk));continue + items.append(('m',t,evinfo(blk)[0],q,blk,True)) + else:items.append(('r',t,r,q,blk,False)) + for blk in sorted(hb): + k0=min(i for i,x in enumerate(items) if x[0]=='m' and x[4]==blk) + items.insert(k0,('e',None,None,None,blk,True)) + n=len(items) + def step(it,st): + k,t,r,q,blk,h=it;g=lambda x:st.get(x,cur[x]) + if k=='e': + a_,b_,EF=evinfo(blk);FF=basis(list(EF)+list(g(a_))+list(g(b_))) + return {a_:FF,b_:FF} if inside(FF,BF[blk]) else None + F=basis(list(g(v+t))+list(g(r))) + if not inside(F,hyper(P[t])):return None + if h and k=='r' and r==evinfo(blk)[1] and not inside(F,BF[blk]):return None + return {v+t:F,r:F} + def allowed(i,used): + k,t,r,q,blk,h=items[i] + evi=[j for j,x in enumerate(items) if x[0]=='e' and x[4]==blk] if h else [] + if k=='e':return all(j in used for j,x in enumerate(items) if x[0]=='r' and x[4]==blk and x[5] and x[2]==evinfo(blk)[0]) + if k=='m':return evi[0] in used + if k=='r' and h and r==evinfo(blk)[0]:return evi[0] not in used + return True + budget=[int(os.environ.get('HYBBUDGET','300000'))];memo=set() + def dfs(st,used,order): + if len(order)==n:return order + budget[0]-=1 + if budget[0]<0:return None + sig=(used,tuple(sorted(st.items()))) + if sig in memo:return None + memo.add(sig) + for i in range(n): + if i in used or not allowed(i,used):continue + d=step(items[i],st) + if d is None:continue + ns=dict(st);ns.update(d);res=dfs(ns,used|{i},order+[i]) + if res:return res + return None + import sys as _s;_s.setrecursionlimit(20000) + order=dfs({},frozenset(),[]) + assert order,('no feasible hybrid order',p,eps,sorted(hb),budget) + for i in order: + k,t,r,q,blk,h=items[i] + if k=='e': + a_,b_,EF=evinfo(blk);FF=basis(list(EF)+list(cur[a_])+list(cur[b_]));add(a_,b_,1,FF);HYBLOG.append([list(blk),list(p),eps,list(FF)]) + else:triread(t,blk,r,q) + +packets={} +for c,z in sorted(blocks.items()): + mp=maps[c] + keys=[(p,eps) for p in it.combinations(c,2) for eps in (-1,1)] + skipev={face_info(c,p,eps)[0] for p,eps in keys if (p,eps) in FULLT} + for j,(e,F) in enumerate(list(zip(z['events'],z['event_frames']))[40:]): + if j not in early[c] and 40+j not in skipev: + t,s,a,b=e;add(mp[t],mp[s],Q(a,b),tuple(F)) + for key,(r,alpha) in zip(keys,z['outputs']): + if tuple(key) in FULLT:skip();continue + a=mp[r];b=alloc();add(b,a,1,cur[a]) + consumers=sorted(d for d in blocks if d!=c and set(key[0])<=set(d)) + assert len(consumers)==2 + for target,r in zip(consumers,(a,b)):packets[c,key[0],key[1],target]=(r,Q(alpha)) + +# Both tetrahedra use the same partition. A selected key has exactly two +# selected Y loads and no ordinary M consumer. Supply its two raw halves in +# opposite orders and never form that M. Other keys retain the old M path. +second=[];first_join_counts=Counter() +for key,reqs in sorted(requests.items()): + assert len(reqs)==2 + c,p,eps=key + if (p,eps) in FULLT:continue + ds=sorted(d for d in blocks if d!=c and set(p)<=set(d));a,b=ds + for j,(target,coef) in enumerate(sorted(reqs)): + first_source,second_source=(a,b) if j==0 else (b,a) + r,alpha=packets[first_source,p,eps,second_source] + F=basis(cur[v+target]+cur[r]);assert inside(F,hyper(P[target])) + first_join_counts[len(F)]+=1;add(v+target,r,coef*alpha,F) + r,alpha=packets[second_source,p,eps,c] + second.append((target,r,coef*alpha)) + +Ms={} +for c in sorted(blocks): + for p in it.combinations(c,2): + ds=sorted(d for d in blocks if d!=c and set(p)<=set(d)) + for eps in (-1,1): + if (c,p,eps) in requests:continue + (a,alpha),(b,beta)=[packets[d,p,eps,c] for d in ds] + F=basis(cur[a]+cur[b]);add(a,b,beta/alpha,F) + Ms[c,p,eps]=(a,alpha) + +consumers=defaultdict(list) +for pid,pair in enumerate(pairs): + for key in pair['keys']:consumers[key].append(pid) +slots={} +for key,uses in sorted(consumers.items()): + assert len(uses)==2 + if key in requests: + assert all(pairs[i]['selected'] for i in uses) + continue + assert all(not pairs[i]['selected'] for i in uses) + a,alpha=Ms[key] + for j,pid in enumerate(uses): + if j==0:r=a + else:r=alloc();add(r,a,1,cur[a]) + slots[pid,key]=(r,alpha) +assert len(cur)-240==NH,len(cur)-240 + +selected_join_counts=Counter() +for target,r,coef in second: + F=basis(cur[v+target]+cur[r]);assert inside(F,hyper(P[target])) + selected_join_counts[len(F)]+=1;add(v+target,r,coef,F) +output_basis=[] +for pair in pairs: + if not pair['selected']:continue + (t,u),mat=pair['targets'],pair['matrix'] + F=basis(cur[v+t]+cur[v+u]);assert inside(F,hyper(P[t])) and inside(F,hyper(P[u])) + add(v+t,v+u,1,F);add(v+u,v+t,-Q(1,2),F) + z=-Q(2*mat[1][0],mat[0][0]);scale(v+u,z,F);output_basis.append((t,u,z)) + +for pid,pair in enumerate(pairs): + if pair['selected']:continue + (t,u),(key1,key2),mat=pair['targets'],pair['keys'],pair['matrix'] + (a,alpha),(b,beta)=slots[pid,key1],slots[pid,key2] + F=basis(cur[a]+cur[b]);aa,ab=Q(mat[0][0])*alpha,Q(mat[0][1])*beta + ba,bb=Q(mat[1][0])*alpha,Q(mat[1][1])*beta + add(a,b,ab/aa,F);q=ba/(bb-ba*ab/aa);add(b,a,q,F) + add(v+t,a,-aa/2,hyper(P[t]));add(v+u,b,-(bb-ba*ab/aa)/2,hyper(P[u])) + +for t in range(v): + expected={s:-Q(G[t][s],2) for s in range(v) if s!=t and G[t][s] and s not in frame.values()} if t not in frame.values() else {} + assert rows[v+t]==expected,('side identity',t) + +scatter=[[Q(r[i],4) if t not in frame.values() else Q(0) for i in range(8)]+[Q(t==frame[i]) for i in range(8)] for t,r in enumerate(R)] +precondition=[] +for t,u,z in output_basis: + a,b=scatter[t].copy(),scatter[u].copy() + scatter[t]=[x/2-y/z for x,y in zip(a,b)] + scatter[u]=[x/2+y/z for x,y in zip(a,b)] + precondition.extend([['scale',v+u,(1/z).numerator,(1/z).denominator,[]], + ['add',v+u,v+t,1,2,[]],['add',v+t,v+u,-1,1,[]]]) +for target,source,q in reversed(coded_target_edges): + scatter[target-v]=[a-q*b for a,b in zip(scatter[target-v],scatter[source-v])] + precondition.append(['add',target,source,-q.numerator,q.denominator,[]]) +for r in range(len(cur)):climb(r,hyper(P[r-v]) if v<=r<2*v else FULL) +H[8]+=8;H[1]+=8 +assert sum(r*z for r,z in H.items())==9*NH+240*8+72,sum(r*z for r,z in H.items()) + +def apply(e,matrix): + if e[0]=='add': + _,t,s,a,b,*_=e;q=Q(a,b) + for j,x in list(matrix[s].items()): + z=matrix[t].get(j,Q(0))+q*x + if z:matrix[t][j]=z + else:matrix[t].pop(j,None) + else: + _,t,a,b,*_=e;q=Q(a,b);matrix[t]={j:q*x for j,x in matrix[t].items()} +def inverse(e): + e=copy.deepcopy(e) + if e[0]=='add':e[3]*=-1 + else:e[2],e[3]=e[3],e[2] + e[-1]=list(FULL);return e +cut=[['add',v+t,centers[i],q.numerator,q.denominator,None] for t,row in enumerate(scatter) for i,q in enumerate(row) if q] +cleanup=[inverse(e) for e in reversed(A+B) if not v<=e[1]<2*v] +matrix=[{r:Q(1)} if r - entering end e's tail frame has a dimension that no helper_final frame has, so the mutant cannot be built. +Such a site is never skipped silently: the pins file MUST declare it under "not_applicable" ({site: reason}), the +declared set MUST equal the detected set, an identity is PROVEN by byte equality of the mutated and honest words (both +sha256 recorded), and a substitute mutant of the same class is built and MUST be rejected at the class's pinned reason: + extra_end -> the first premixed partner of h0 that is not yet ended, cold-ended at h0's frame; + other_hp: -> e's end moved to another helper_final frame of the dimension of e's own end frame. +Original docstring: layer_end_controls.py LAYERED-WORD.json.gz ROUTING OUTDIR (env PR635_CODE): adapted PR635 cold_end_controls.py (LayerReviewer): raw-word negative controls for the cold low-frame ends and the +refactored cleanup accepted by hpe_audit_and_transport.py. Every mutation MUST be rejected (AssertionError); the +unmutated word MUST pass. Apache-2.0. DreamingOfClouds with Claude Opus 5.5 (Anthropic), via Claude Code.""" +import copy, gzip, hashlib, json, shutil, sys, tempfile +from pathlib import Path +import os +sys.path.insert(0, os.environ['PR635_CODE']) # PR635's unchanged hpe_audit_and_transport.py +import hpe_audit_and_transport as atc + +src, routing, outdir = Path(sys.argv[1]), Path(sys.argv[2]), Path(sys.argv[3]) +word = json.load(gzip.open(src)) +v, R = word['report']['v'], word['report']['R']; n = 2*v + R +regs = lambda e: [e[1]] + ([e[2]] if e[0] == 'add' else []) +meta = word['refactored_cleanup'] +cold = [int(h) for h in meta['cold_low_frame_ended_helpers']] +npre = meta['premix_gates']; nlow = meta['lower_frame_gates'] +early = word['early_cleanup']; eidx = {i for i, _ in early} +rest = [i for i in range(len(word['cleanup'])) if i not in eidx] + + +def trial(w): + """None if the transport audit accepts w, else the AssertionError message.""" + tmp = Path(tempfile.mkdtemp()) + p = tmp/'w.json.gz'; p.write_bytes(gzip.compress(json.dumps(w).encode(), mtime=0)) + try: + atc.run(p, routing, tmp/'out') + return None + except AssertionError as e: + return repr(e.args[0]) if e.args else 'AssertionError' + finally: + shutil.rmtree(tmp, ignore_errors=True) + + +# Pinned rejection reasons: each mutant must fail at this assertion of hpe_audit_and_transport.py (message substring). +ENDPOINT, COLDPRE, CONE = "'arbitrary-dirt endpoint'", 'touches a cold hyperplane-ended helper', 'hpe cone pre-check (row / column)' +WHY = dict(premix_to_precondition=COLDPRE, premix_dropped=COLDPRE, e_premix_dropped=ENDPOINT, lower_dropped=ENDPOINT, + remainder_dropped=ENDPOINT, coefficient=ENDPOINT, into_full='cleanup on non-FULL end', dyadic=ENDPOINT, frame_below="'nonmonotone'", + nonmonotone="'nonmonotone'", other_frame=CONE, cone=CONE, extra_end=COLDPRE, marker='cleanup is not the literal reversed inverse', + target='refactored cleanup touches a target', profile_pin='paid local profile differs from the reported local_profile', + entering_precondition='zero-frame precondition/compensation touches an entering helper') +_REASONS = dict(ENDPOINT=ENDPOINT, COLDPRE=COLDPRE, CONE=CONE) +NA_DECLARED = {} +if os.environ.get('LEC_REASON_PINS'): + for _k, _v in json.loads(Path(os.environ['LEC_REASON_PINS']).read_text()).items(): + if _k == 'not_applicable': NA_DECLARED = dict(_v); continue + assert _k in WHY, ('unknown mutant key', _k); WHY[_k] = _REASONS.get(_v, _v) +assert trial(word) is None, 'unmutated cold-end word must pass' +results = [] + + +def reject(name, mut, why): + """the mutation must be rejected, and for the pinned reason (a substring of the audit's assertion message).""" + w = copy.deepcopy(word); mut(w) + msg = trial(w) + assert msg is not None, 'cold-end mutation accepted: ' + name + assert why in msg, 'cold-end mutation %r rejected for the wrong reason: %s' % (name, msg[:300]) + results.append(name); print('rejected', name, '|', why, flush=True) + + +h0 = cold[0] +i0, U0 = next((i, f) for i, f in early if h0 in regs(word['cleanup'][i])) +r0 = rest[len(rest)//2] + + +def premix_to_precondition(w): # premix before the wrappers; compensation then reads the cold ends + w['precondition'] = w['precondition'] + w['A'][:npre]; w['A'] = w['A'][npre:] + + +def lower_gate_into_full(w): # a lower-frame gate on a cold-ended helper executed in the FULL remainder instead + w['early_cleanup'] = [x for x in w['early_cleanup'] if x[0] != i0] + + +def drop_cleanup_gate(w, i): # remove the gate AND its early_cleanup entry: a structurally valid word missing one gate + w['cleanup'].pop(i) + w['early_cleanup'] = [[j - (j > i), f] for j, f in w['early_cleanup'] if j != i] + + +def other_frame(w): # a different frame of the same dimension as the cold end (another cold helper's) + f = next(w['helper_final'][str(h)] for h in cold if w['helper_final'][str(h)] != w['helper_final'][str(h0)]) + w['helper_final'][str(h0)] = f + + +NA = [] # detected not-applicable sites: dict(site, reason, ...) +wsha = lambda w: hashlib.sha256(json.dumps(w, sort_keys=True, separators=(',', ':')).encode()).hexdigest() +HONEST_SHA = wsha(word) + + +def extra_cold_end(w): # declare a premixed partner of h0 cold-ended at h0's frame: fails the row/column cone + p = next(r for e in w['A'][:npre] for r in regs(e) if r != h0 and h0 in regs(e)) + w['helper_final'][str(p)] = w['helper_final'][str(h0)] + + +_m = copy.deepcopy(word); extra_cold_end(_m) +if wsha(_m) == HONEST_SHA: # identity: the first partner is already ended at h0's frame + _p = next(r for e in word['A'][:npre] for r in regs(e) if r != h0 and h0 in regs(e)) + _q = next(r for e in word['A'][:npre] for r in regs(e) if r != h0 and h0 in regs(e) and str(r) not in word['helper_final'] and not v <= r < 2*v) + NA.append(dict(site='extra_end', reason='partner %d already cold-ended at h0 %d frame (identity)' % (_p, h0), + honest_sha256=HONEST_SHA, mutated_sha256=wsha(_m), substitute='partner %d' % _q)) + + def extra_cold_end(w, q=_q): w['helper_final'][str(q)] = w['helper_final'][str(h0)] + assert wsha((lambda x: (extra_cold_end(x), x)[1])(copy.deepcopy(word))) != HONEST_SHA + + +reject('premix placed in the zero-frame precondition (before the cold wrappers)', premix_to_precondition, WHY['premix_to_precondition']) +reject('one premix gate dropped (the compensation then reads a cold-ended helper)', lambda w: w['A'].pop(npre - 1), WHY['premix_dropped']) +reject('one lower-frame cleanup gate dropped (gate and its early_cleanup entry)', lambda w: drop_cleanup_gate(w, i0), WHY['lower_dropped']) +reject('one FULL-remainder gate dropped', lambda w: drop_cleanup_gate(w, r0), WHY['remainder_dropped']) +reject('lower-frame gate coefficient changed', lambda w: w['cleanup'][i0].__setitem__(3, w['cleanup'][i0][3] * 2), WHY['coefficient']) +reject('lower-frame gate moved into the FULL remainder (touches a cold-ended helper at FULL)', lower_gate_into_full, WHY['into_full']) +reject('lower-frame gate frame below its registers\' frames', lambda w: next(x for x in w['early_cleanup'] if x[0] == i0).__setitem__(1, U0[:-1]), WHY['frame_below']) +reject('cold end at another dim-4 frame', other_frame, WHY['other_frame']) +# PROFILE-PIN control: without its helper_final entry the cold-ended helper is a valid FULL-ended helper; the word is +# rejected because its reported paid profile (which counts the low end) no longer matches the frame chains. +reject('profile pin: cold end dropped (valid FULL end, but the reported profile counts the low end)', lambda w: w['helper_final'].pop(str(h0)), WHY['profile_pin']) +reject('extra cold end on a premixed partner (the compensation reads it before its wrapper)', extra_cold_end, WHY['extra_end']) +reject('refactored-cleanup marker removed (literal-inverse rule applies)', lambda w: w.pop('refactored_cleanup'), WHY['marker']) +reject('remainder gate retargeted to a target register', lambda w: w['cleanup'][r0].__setitem__(1, v + 3), WHY['target']) +reject('non-dyadic remainder coefficient', lambda w: w['cleanup'][r0].__setitem__(4 if w['cleanup'][r0][0] == 'add' else 3, 3 * w['cleanup'][r0][4 if w['cleanup'][r0][0] == 'add' else 3]), WHY['dyadic']) +reject('profile not updated (paid climbs misreported)', lambda w: w['report']['local_profile'].__setitem__('5', w['report']['local_profile']['5'] - 1), WHY['profile_pin']) +ent = [int(h) for h in sys.argv[4].split(',')] if len(sys.argv) > 4 else [int(h) for h in meta.get('entering_low_frame_ended_helpers', [])] +for e0 in ent: # ENTERING LOW-FRAME ENDS (ColdSupply extension; every entering end; absent for words without them) + j0 = next((i for i, e in enumerate(word['A'][:npre]) if e0 in regs(e)), None) + print('entering end', e0, 'premix gate', j0, flush=True) + k0, Ue = next((i, f) for i, f in early if e0 in regs(word['cleanup'][i])) + def to_pre(w, j0=j0): w['precondition'].append(w['A'][j0]); w['A'].pop(j0) + def other_hp(w, e0=e0, Ue=Ue): w['helper_final'][str(e0)] = next(f for h, f in w['helper_final'].items() if len(f) == len(Ue) and sorted(f) != sorted(Ue)) + if not any(len(f) == len(Ue) and sorted(f) != sorted(Ue) for f in word['helper_final'].values()): # unbuildable + Uh = word['helper_final'][str(e0)] + NA.append(dict(site='other_hp:%d' % e0, reason='tail frame dim %d; no other helper_final frame of that dim' % len(Ue), + dims_available=sorted({len(f) for f in word['helper_final'].values()}), substitute='end-frame dim %d' % len(Uh))) + + def other_hp(w, e0=e0, Uh=Uh): w['helper_final'][str(e0)] = next(f for h, f in w['helper_final'].items() if len(f) == len(Uh) and sorted(f) != sorted(Uh)) + if j0 is not None: reject('entering end %d: premix gate dropped' % e0, lambda w, j0=j0: w['A'].pop(j0), WHY['e_premix_dropped']) + if j0 is not None: reject('entering end %d: premix gate at frame [] instead of its entrance E' % e0, lambda w, j0=j0: w['A'][j0].__setitem__(-1, []), WHY['nonmonotone']) + if j0 is not None: reject('entering end %d: premix gate moved into the zero-frame precondition' % e0, to_pre, WHY['entering_precondition']) + reject('entering end %d: lower-frame gate dropped (gate and its early_cleanup entry)' % e0, lambda w, k0=k0: drop_cleanup_gate(w, k0), WHY['lower_dropped']) + reject('entering end %d: profile pin: end dropped (valid FULL end, but the reported profile counts the low end)' % e0, lambda w, e0=e0: w['helper_final'].pop(str(e0)), WHY['profile_pin']) + reject('entering end %d: end at another hyperplane' % e0, other_hp, WHY['cone']) +# Pinned rejection reasons of the COLD-BEYOND mutants (substrings of hpe_audit_and_transport.py assertion messages). +MYWHY = dict(tw_precondition=COLDPRE, tw_dropped=COLDPRE, tw_coefficient=COLDPRE, tw_other_block=COLDPRE, + tw_entering='zero-frame compensation reads an entering helper', + ab_dropped=ENDPOINT, ab_coefficient=ENDPOINT, ab_early=ENDPOINT, ab_live=ENDPOINT, ab_centre=ENDPOINT, + ab_lower="'nonmonotone'", ab_higher="'nonmonotone'", + sh_dropped=ENDPOINT, sh_coefficient=ENDPOINT, rel_dropped=ENDPOINT, rel_coefficient=ENDPOINT, rel_live=ENDPOINT, + h8_other=CONE, h8_lower=ENDPOINT) +# COLD-BEYOND primitives (present only when the word carries them): frame-[] target writes in the premix (explicit +# post-wrapper compensation of an ended helper's dirt) and forward absorptions into dead registers. +nw = meta.get('premix_target_writes', 0) +if nw: + wi = [i for i in range(npre) if v <= word['A'][i][1] < 2*v] + assert len(wi) == nw + + def writes_to_precondition(w): # the target writes run before the cold wrappers (inside the zero-frame precondition) + g = [w['A'][i] for i in wi]; w['precondition'] = w['precondition'] + g + w['A'] = [e for i, e in enumerate(w['A']) if i not in set(wi)] + reject('premix target writes placed in the zero-frame precondition (before the cold wrappers)', writes_to_precondition, MYWHY['tw_precondition']) + reject('one premix target write dropped (compensation must read an ended helper)', lambda w: w['A'].pop(wi[0]), MYWHY['tw_dropped']) + reject('premix target write coefficient changed', lambda w: w['A'][wi[0]].__setitem__(3, w['A'][wi[0]][3] * 2), MYWHY['tw_coefficient']) + # (reading another register that carries the SAME weight of the ended helper's dirt is a valid variant, so the mutant reads + # the same factory slot of the next block, which carries none of it) + entering_regs = sorted(int(r) for r in word.get('start_extra', {})) + reject('premix target write reads an entering helper', lambda w: w['A'][wi[0]].__setitem__(2, entering_regs[0]), MYWHY['tw_entering']) + reject('premix target write reads a cold helper of another block', lambda w: w['A'][wi[0]].__setitem__(2, 2*v + (w['A'][wi[0]][2] - 2*v + 16) % 224), MYWHY['tw_other_block']) +ab = meta.get('forward_absorption_A_indices', []) +if any(len(word['helper_final'][str(h)]) == 8 for h in cold): + # with dim-8 cold ends, the centre-retargeted absorption first leaks an ended helper's dirt into the cut's targets + MYWHY['ab_centre'] = COLDPRE +if ab: + # the ColdBeyond U_b absorption (q += -1/2 g); ColdThird's extra absorptions have their own controls below + a0 = next(a for a in ab if word['A'][a][3] * 2 == -word['A'][a][4]); g0 = word['A'][a0] + + def absorption_moved_early(w): # absorbed before the absorbed register's last kernel write + e = w['A'].pop(a0); j = max(i for i in range(npre, a0) if g0[2] == w['A'][i][1] and w['A'][i][-1] == g0[-1]) + w['A'].insert(j, e) + + def absorption_into_live(w): # q += a g moved right after g's previous frame-mate gate, while q is still live + e = w['A'].pop(a0); j = max(i for i in range(npre, a0) if g0[1] in regs(w['A'][i])) + w['A'].insert(j, e) + reject('forward absorption dropped', lambda w: w['A'].pop(a0), MYWHY['ab_dropped']) + reject('forward absorption into a centre (a live register read by the cut)', lambda w: w['A'][a0].__setitem__(1, next(c for c in word['centers'] if c not in g0[1:3] and c not in cold)), MYWHY['ab_centre']) + reject('forward absorption coefficient changed', lambda w: w['A'][a0].__setitem__(3, w['A'][a0][3] * 2), MYWHY['ab_coefficient']) + reject('forward absorption placed before the absorbed register\'s last kernel write', absorption_moved_early, MYWHY['ab_early']) + reject('forward absorption placed while the absorbing register is still live', absorption_into_live, MYWHY['ab_live']) + reject('forward absorption at a lower frame than its registers', lambda w: w['A'][a0].__setitem__(-1, w['A'][a0][-1][:-1]), MYWHY['ab_lower']) + reject('forward absorption at a higher frame (FULL) than its registers', lambda w: w['A'][a0].__setitem__(-1, [256, 128, 64, 32, 16, 8, 4, 2, 1]), MYWHY['ab_higher']) +# COLD-THIRD primitives (present only when the word carries them): several absorptions after one input gate, dirt-release +# absorptions (a dead port takes a live helper's value so that a hyperplane unit's column has no dirt on it), and cold ends at +# a dim-8 frame with lifted partners. +hyper = [h for h in cold if len(word['helper_final'][str(h)]) == 8] +if hyper and ab: + sh = next(a for a, b in zip(ab, ab[1:]) if b == a + 1) # two absorptions sharing one input anchor + rel = next(a for a in ab if a - 1 not in ab and a + 1 not in ab and word['A'][a][2] in hyper and word['A'][a][3] * 2 != -word['A'][a][4]) + hh = hyper[0]; ih = next(i for i, f in early if hh in regs(word['cleanup'][i])) + reject('second absorption sharing an input anchor dropped', lambda w: w['A'].pop(sh + 1), MYWHY['sh_dropped']) + reject('shared-anchor absorption coefficient changed', lambda w: w['A'][sh + 1].__setitem__(3, w['A'][sh + 1][3] * 2), MYWHY['sh_coefficient']) + reject('dirt-release absorption dropped', lambda w: w['A'].pop(rel), MYWHY['rel_dropped']) + reject('dirt-release absorption coefficient changed', lambda w: w['A'][rel].__setitem__(3, w['A'][rel][3] * 2), MYWHY['rel_coefficient']) + jr = max(i for i in range(npre, rel) if word['A'][i][0] == 'add' and word['A'][i][2] == word['A'][rel][1]) + + def release_while_read(w): # the release runs before a kernel gate that still READS the port (port live) + e = w['A'].pop(rel); w['A'].insert(jr, e) + reject('dirt-release absorption moved before a kernel gate that still reads the port', release_while_read, MYWHY['rel_live']) +if hyper: + # dim-8 cold-end controls for EVERY dim-8 cold end of the word (read from the word's helper_final and the recipe meta's + # cold_low_frame_ended_helpers), not one representative per terminal frame + for hh in hyper: + ih = next(i for i, f in early if hh in regs(word['cleanup'][i])) + Uh = word['helper_final'][str(hh)] + reject('dim-8 cold end %d (frame %s) at another dim-8 frame' % (hh, Uh), lambda w, hh=hh: w['helper_final'].__setitem__(str(hh), next(f for h, f in w['helper_final'].items() if len(f) == 8 and sorted(f) != sorted(w['helper_final'][str(hh)]))), MYWHY['h8_other']) + reject('dim-8 cold end %d (frame %s): one lower-frame gate dropped (gate and its early_cleanup entry)' % (hh, Uh), lambda w, ih=ih: drop_cleanup_gate(w, ih), MYWHY['h8_lower']) + reject('dim-8 cold end %d (frame %s): profile pin (end dropped)' % (hh, Uh), lambda w, hh=hh: w['helper_final'].pop(str(hh)), WHY['profile_pin']) +# FACTORED ACCUMULATOR (CarrierBypass; present only when the word carries one): a lower-frame tail gate a += x*g on two +# non-ended registers whose accumulator a is afterwards read by a dim-8 cold end's tail gate (h += y*a at its U). +ended_all = {int(h) for h in word['helper_final']} +tailg = [(i, word['cleanup'][i]) for i, _ in early] +accs = [] # EVERY factored accumulator gate (one per accumulator register a), each controlled on its own +for k, (i, e) in enumerate(tailg): + if e[0] == 'add' and e[1] not in ended_all and e[2] not in ended_all and len(next(f for j, f in early if j == i)) < 8: + if e[1] not in [word['cleanup'][j][1] for j in accs] and any(t[0] == 'add' and t[2] == e[1] and t[1] in hyper for _, t in tailg[k + 1:]): + accs.append(i) +for acc in accs: + a = word['cleanup'][acc][1] + reject('factored accumulator %d (gate %d) zeroed' % (a, acc), lambda w, acc=acc: w['cleanup'][acc].__setitem__(3, 0), ENDPOINT) + reject('factored accumulator %d (gate %d) coefficient doubled' % (a, acc), lambda w, acc=acc: w['cleanup'][acc].__setitem__(3, w['cleanup'][acc][3] * 2), ENDPOINT) +assert {x['site']: x['reason'] for x in NA} == NA_DECLARED, ('not-applicable sites differ from the pins file', NA, NA_DECLARED) +outdir.mkdir(parents=True, exist_ok=True) +(outdir/'COLD-END-CONTROLS.json').write_text(json.dumps(dict(status='PASS_COLD_END_RAW_WORD_CONTROLS', word=str(src), rejected=results, not_applicable=NA), indent=1) + '\n') +print('PASS', len(results), 'cold-end raw-word mutations rejected') diff --git a/research/gauge44-ends7-t16/construction/leaver/reproduce_leaver.py b/research/gauge44-ends7-t16/construction/leaver/reproduce_leaver.py new file mode 100644 index 0000000000..bc4360ef93 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/leaver/reproduce_leaver.py @@ -0,0 +1,177 @@ +#!/usr/bin/env python3 +"""Rebuild the leaver word: the no-triangle word with no-helper mutable-leaver all-K cells, and its native locals. + +Each cell (pair p, sign e) replaces the three face events of the blocks containing p and their three packet copies +by a 21-gate circuit on the cell's six leaver sources x_j (the face-event operands, which have no later reads and are +restored by the inherited cleanup at FULL) and its six targets y_i: 3 leaver gates x_k += c x_m, 3 target gates +y_a += c y_b (inverted at frame zero in the precondition and scatter, #781's recipe) and 15 reads y_i += c x_j. +Unit circuit (LeaverSAT, layered CP-SAT on the exact set model), relabelled per cell so that no y += y source carries +port-stage entering-helper dirt at the gate; coefficients rescaled exactly to the cell (C_ij = r_i c_j). +Input: a fresh `construction/reproduce.py --until word` output directory (hamming/, shadow-early/, shadow-prefix/). +Steps, each checked exactly (pins in LEAVER-PINS.json): + 0. cells: CODED-CELLS.json's scaled gates are re-derived from the unit circuits and the cell coefficients, and the + clean map Y_i = sum_j C_ij X_j is checked in exact rationals. + 1. gauge-forward: cgx_leaver.py (notri/cgx.py + the leaver edits) with TRI-LEAVER.json, XPARAM = notri/PRIO6.json. + 2. port0-3: notri/port_stage_x.py. + 3. regroup: REGROUP-LEAVER.json's changes where their `before` gate occurs (count pinned). + 4. hpe: PR635's build_hpe.candidates greedy with disjoint registers, build_hpe.apply (recipe pinned). + 5. cold44: notri/cold44x.py with EXTRAH and pinned pairing ranks; output sha, profile and widths pinned. + 6. native, ledgers, local-replay, wrappers, phases: PR635's native local programs (pins). +Apache-2.0. LeaverSAT (Claude Code research agent), driver after construction/notri/reproduce_notri.py. +""" +import argparse, gzip, hashlib, importlib.util, json, os, shutil, subprocess, sys, time +from fractions import Fraction +from pathlib import Path + +HERE = Path(__file__).resolve().parent +NOTRI = HERE.parent / 'notri' + + +def read(p): + raw = Path(p).read_bytes() + return json.loads(gzip.decompress(raw) if str(p).endswith('.gz') else raw) + + +def enc(x): return json.dumps(x, sort_keys=True, separators=(',', ':')).encode() + + +def dump(p, v): + p.parent.mkdir(parents=True, exist_ok=True); p.write_bytes(gzip.compress(enc(v), mtime=0)) + + +def load(name, path): + s = importlib.util.spec_from_file_location(name, path); m = importlib.util.module_from_spec(s); s.loader.exec_module(m); return m + + +def check_cells(cells): + for c in cells: + C = [[Fraction(q) for q in r] for r in c['coefficients']] + col = [None] * 6; row = [Fraction(1)] + [None] * 5 + for j in range(1, 6): col[j] = C[0][j] + col[0] = C[1][0] / (C[1][2] / col[2]) + for i in range(1, 6): row[i] = C[i][(i + 1) % 6] / col[(i + 1) % 6] + assert all(C[i][j] == row[i] * col[j] for i in range(6) for j in range(6) if i != j), ('rank-one cell', c['cell']) + idx = lambda s: int(s[1:]) + scaled = [] + for t, s, q in c['unit']: + assert Fraction(q) == 1 + if t[0] == 'x': assert s[0] == 'x'; q = col[idx(s)] / col[idx(t)] + elif s[0] == 'y': q = row[idx(t)] / row[idx(s)] + else: q = row[idx(t)] * col[idx(s)] + scaled.append([t, s, str(q)]) + assert scaled == c['scaled'], ('scaled gates', c['cell']) + R = {f'x{j}': {j: Fraction(1)} for j in range(6)}; R.update({f'y{i}': {} for i in range(6)}) + for t, s, q in scaled: + for k, x in list(R[s].items()): R[t][k] = R[t].get(k, 0) + Fraction(q) * x + for i in range(6): + assert {k: x for k, x in R[f'y{i}'].items() if x} == {j: C[i][j] for j in range(6) if j != i}, ('clean map', c['cell'], i) + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True) + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--word-dir', type=Path, required=True, help='construction/reproduce.py --until word output') + ap.add_argument('--out', type=Path, required=True) + ap.add_argument('--skip-phases', action='store_true') + ap.add_argument('--word-only', action='store_true', help='stop after the pinned scalar word (input to the layers)') + ap.add_argument('--id', default='k5', help='cell set: TRI-LEAVER-, CODED-CELLS-, REGROUP-LEAVER-, LEAVER-PINS-') + ap.add_argument('--record-pins', action='store_true', help='write LEAVER-PINS.json from this run instead of checking') + a = ap.parse_args() + out = a.out.resolve(); assert not out.exists(); out.mkdir(parents=True) + pins = {} if a.record_pins else read(HERE / ('LEAVER-PINS-%s.json' % a.id)); got = {} + def pin(k, v): + got[k] = v + if not a.record_pins: assert pins[k] == v, ('pin', k, v, pins[k]) + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = a.main.resolve() / 'research/complex-k492-owner-repair/vendor/multicold' + base = src / 'vendor/pr558'; parent = base / 'vendor/pr552'; gk = parent / 'complex-local/static44/gk' + structural = a.main.resolve() / 'research/structural-gain/frontier-composition' + wd = a.word_dir.resolve() + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src)) + for k in ('PYTHONOPTIMIZE', 'XPARAM', 'EXTRAH', 'PAIRING_RANKS', 'DIAG', 'HYBBUDGET'): env.pop(k, None) + steps = [] + + def run(label, script, *args): + t = time.monotonic() + with (out / (label + '.log')).open('w') as f: + rc = subprocess.call([sys.executable, '-B', str(src / 'code/run_portable.py'), str(script), *map(str, args)], + env=env, stdout=f, stderr=subprocess.STDOUT) + steps.append(dict(step=label, exit_code=rc, seconds=round(time.monotonic() - t, 3))) + (out / 'STEPS.json').write_text(json.dumps(steps, indent=2) + '\n') + assert rc == 0, label + print('PASS', label, flush=True) + + # 0. cells + cells = read(HERE / ('CODED-CELLS-%s.json' % a.id)); check_cells(cells); print('PASS cells', [c['cell'] for c in cells], flush=True) + # 1. gauge-forward + shutil.copy(HERE / ('TRI-LEAVER-%s.json' % a.id), out / 'TRI.json'); shutil.copy(HERE / ('CODED-CELLS-%s.json' % a.id), out / 'CODED-CELLS.json') + env['XPARAM'] = str(NOTRI / 'PRIO6.json') + raw = out / 'raw' + run('gauge-forward', HERE / 'cgx_leaver.py', wd / 'hamming', raw, out / 'TRI.json') + word = raw / 'FULL-WORD.json.gz'; pin('raw_sha256', hashlib.sha256(enc(read(word))).hexdigest()) + # 2. port stages + chain = [parent / 'complex-local/static44/inputs/RAW504.json.gz', structural / 'global-replay/base/split-centres/FULL-WORD.json.gz', + wd / 'shadow-early/FULL-WORD.json.gz', structural / 'multicold-eight-word/FULL-WORD.json.gz', + wd / 'shadow-prefix/FULL-WORD.json.gz'] + for i, (b, c) in enumerate(zip(chain, chain[1:])): + t = out / ('port%d' % i) + run('port%d' % i, NOTRI / 'port_stage_x.py', '--shadow-input', b, '--shadow-output', c, '--input', word, + '--map', raw / 'HELPER-MAP.json', '--gk-dir', gk, '--out', t) + word = t / 'FULL-WORD.json.gz' + # 3. regroup + w = read(word); rg = {json.dumps(c['before']): c['after'] for c in read(HERE / ('REGROUP-LEAVER-%s.json' % a.id))['changes']} + n = 0 + for part in ('A', 'B'): + for i, e in enumerate(w[part]): + k = json.dumps(e) + if k in rg: w[part][i] = rg[k]; n += 1 + sys.path.insert(0, str(gk)); import gk_word as GW, gk_common as GC + GW.V = GC.V = 112; GW.DATA = GC.DATA = 7168 + H = GW.profile(w) + w['report'].update(local_profile={str(k): z for k, z in sorted(H.items()) if z}, local_rank_mass=sum(r * z for r, z in H.items())) + pin('regroup_count', n); dump(out / 'regroup/FULL-WORD.json.gz', w); pin('regroup_sha256', hashlib.sha256(enc(w)).hexdigest()) + # 4. HPE + h = load('upstream_hpe', up / 'code/build_hpe.py') + used, ch = set(), [] + for c in h.candidates(w): + rs = set(h.regs(w['cleanup'][c['cleanup_index']])) + if rs & used: continue + used |= rs; ch.append(c) + (out / 'HPE-RECIPE.json').write_text(json.dumps(dict(changes=ch))) + pin('hpe_recipe_sha256', hashlib.sha256(enc(dict(changes=ch))).hexdigest()) + w = h.apply(w, ch); dump(out / 'hpe/FULL-WORD.json.gz', w) + # 5. cold44 + hm = set(read(raw / 'HELPER-MAP.json')['map'].values()) + env['EXTRAH'] = json.dumps(sorted(set(range(224, 224 + w['report']['R'])) - hm)) + if not a.record_pins: env['PAIRING_RANKS'] = json.dumps(pins['pairing_ranks']) + run('cold44', NOTRI / 'cold44x.py', '--input', out / 'hpe/FULL-WORD.json.gz', '--out', out / 'cold44', + '--hamming', wd / 'hamming', '--upstream-package', up) + pin('pairing_ranks', [b['pairing_rank'] for b in read(out / 'cold44/CONSTRUCTION.json')['blocks']]) + word = out / 'cold44/FULL-WORD.json.gz'; w = read(word) + pin('cold44_sha256', hashlib.sha256(enc(w)).hexdigest()); rep = w['report'] + pin('R', rep['R']); pin('local_profile', rep['local_profile']); pin('width_inventory', rep['width_inventory']) + print('PASS leaver scalar word', got['cold44_sha256'], flush=True) + if not a.word_only: + for k in ('XPARAM', 'EXTRAH', 'PAIRING_RANKS'): env.pop(k, None) + local = out / 'local' + run('native', up / 'code/hpe_audit_and_transport.py', '--raw', word, + '--routing', parent / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz', '--out', local) + pin('canonical_sha256', hashlib.sha256(gzip.decompress((local / 'CANONICAL-WORD.json.gz').read_bytes())).hexdigest()) + run('ledgers', up / 'code/hpe_emit_local.py', local) + run('local-replay', up / 'code/hpe_audit_local.py', local) + run('wrappers', up / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', + local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + checks = read(local / 'LOCAL-CHECKS.json') + pin('program_sha256', {o: checks[o]['sha256'] for o in ('forward', 'backward')}) + if not a.skip_phases: + run('phases', base / 'code/phases_full.py', local, parent / 'complex-global/vendor531/vendor/clifford') + pin('clifford_recipes_sha256', hashlib.sha256((local / 'CLIFFORD-RECIPES.json').read_bytes()).hexdigest()) + if a.record_pins: (HERE / ('LEAVER-PINS-%s.json' % a.id)).write_text(json.dumps(got, indent=1) + '\n') + print('DONE', out, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/leaver/reproduce_leaver_chain.py b/research/gauge44-ends7-t16/construction/leaver/reproduce_leaver_chain.py new file mode 100644 index 0000000000..19fcd28f4d --- /dev/null +++ b/research/gauge44-ends7-t16/construction/leaver/reproduce_leaver_chain.py @@ -0,0 +1,187 @@ +#!/usr/bin/env python3 +"""Rebuild the leaver stack on top of the leaver cell word: layers (NP, p6n), promotions, joint exchange and U8-style +hybrids, and the final word's native locals. + +Input: a fresh `construction/leaver/reproduce_leaver.py --word-only` output directory (raw/HELPER-MAP.json, regroup/, +cold44/; the cell word and its regroup word are pinned there by LEAVER-PINS.json). Each step uses an unchanged signed +builder with a LeaverSAT recipe (data only), and every intermediate word is pinned: + 1. pivot-swap: ../layers/build_pivot_swap.py with PIVOT-SWAP-.json on the regroup word (its own 30 controls). + 2. hpe: PR635's build_hpe.candidates (greedy, disjoint registers) must equal HPE-RECIPE-.json; build_hpe.apply. + The swapped HPE word is pinned by the cold-layer recipes' input_content_sha256. + 3. cold44-exact: ../notri/cold44x.py on the swapped HPE word (pairing ranks pinned to LEAVER-PINS); its cold ends, + premix and low tails must equal the unswapped leaver construction's. + 4. layers: PR635's build_cold_end.apply(HPE, COLD-LAYERS-RECIPE-NP-) -> NP word and (.., -P6N-) -> p6n word; + output shas pinned by the recipes. + 5. promotion: ../promo/build_promotion.py with PROMO-RECIPE-.json on the p6n word; ../promo/promo_controls.py. + 6. jx: ../jx/build_jx.py with RECIPE-X4-.json on the promoted word; all recipe controls rerun at their pins. + 7. hybrids: ../barch/build_tri.py with RECIPE-U8-.json on the jx word; ../barch/run_controls.py (all outcomes). + 8. frames: build_frames_lv.py (LeaverSAT2) applies FRAME-RECIPE-LV-.json (B/T frame changes, exact global frame + optimum) with ../promo/build_promotion.apply; scalar program unchanged; 3 pin controls; output pinned. + 8b. layer-end-controls: layer_end_controls_leaver.py (v2: the signed per-end controls with per-word reason re-pins + and declared not-applicable sites, each replaced by a same-class substitute mutant) on the p6n, promoted, jx and + hybrid words with LEC-REASON-PINS-STACK-.json, and on the re-framed final word with LEC-REASON-PINS-.json; + counts, not-applicable sites and the sha256 of each pins file pinned. + 9. native, ledgers, local-replay, wrappers, phases on the final word; canonical, programs, Clifford pinned. +All counts and native pins are in CHAIN-PINS-.json (--record-pins writes it from a run instead of checking; +a checking run requires its pins to equal the file exactly). +Apache-2.0. Driver by ColdWitness over LeaverSAT's frozen recipes and the signed builders. +""" +import argparse, gzip, hashlib, importlib.util, json, os, subprocess, sys, time +from pathlib import Path + +HERE = Path(__file__).resolve().parent +C = HERE.parent +MUTANTS = ('drop_restore', 'restore_full', 'drop_preread', 'donation_after') + + +def read(p): + raw = Path(p).read_bytes() + return json.loads(gzip.decompress(raw) if str(p).endswith('.gz') else raw) + + +def enc(x): return json.dumps(x, sort_keys=True, separators=(',', ':')).encode() + + +def csha(p): return hashlib.sha256(gzip.decompress(Path(p).read_bytes())).hexdigest() + + +def load(name, path): + s = importlib.util.spec_from_file_location(name, path); m = importlib.util.module_from_spec(s); s.loader.exec_module(m); return m + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True) + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--leaver-dir', type=Path, required=True, help='construction/leaver/reproduce_leaver.py --word-only output') + ap.add_argument('--hamming', type=Path, required=True, help='hamming/ of the construction/reproduce.py --until word output') + ap.add_argument('--out', type=Path, required=True) + ap.add_argument('--skip-phases', action='store_true') + ap.add_argument('--id', default='k5', help='recipe set id: every recipe and pin file below is -') + ap.add_argument('--record-pins', action='store_true') + a = ap.parse_args() + out = a.out.resolve(); assert not out.exists(); out.mkdir(parents=True) + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = a.main.resolve() / 'research/complex-k492-owner-repair/vendor/multicold' + base = src / 'vendor/pr558'; parent = base / 'vendor/pr552'; gk = parent / 'complex-local/static44/gk' + routing = parent / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz' + lp = read(HERE / ('LEAVER-PINS-%s.json' % a.id)) + pins = {} if a.record_pins else read(HERE / ('CHAIN-PINS-%s.json' % a.id)); got = {} + + def pin(key, value): + got[key] = value + if not a.record_pins: assert pins[key] == value, (key, value, pins.get(key)) + + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src)) + for k in ('PYTHONOPTIMIZE', 'XPARAM', 'EXTRAH', 'PAIRING_RANKS', 'DIAG', 'HYBBUDGET', 'PR635_CODE', 'LEC_REASON_PINS', 'SW4_PIN'): env.pop(k, None) + steps = [] + + def run(label, script, *args, portable=True, extra=None): + t = time.monotonic(); e = dict(env, **(extra or {})) + cmd = [sys.executable, '-B'] + ([str(src / 'code/run_portable.py')] if portable else []) + [str(script), *map(str, args)] + with (out / (label + '.log')).open('w') as f: + rc = subprocess.call(cmd, env=e, stdout=f, stderr=subprocess.STDOUT) + steps.append(dict(step=label, exit_code=rc, seconds=round(time.monotonic() - t, 3))) + (out / 'STEPS.json').write_text(json.dumps(steps, indent=2) + '\n') + assert rc == 0, label + print('PASS', label, flush=True) + return (out / (label + '.log')).read_text() + + def lec(label, word, pins_name): + pf = HERE / ('%s-%s.json' % (pins_name, a.id)); pin(label + '_pins_sha256', hashlib.sha256(pf.read_bytes()).hexdigest()) + run(label, HERE / 'layer_end_controls_leaver.py', word, routing, out / label, + extra=dict(PR635_CODE=str(up / 'code'), LEC_REASON_PINS=str(pf))) + c = read(out / label / 'COLD-END-CONTROLS.json'); assert c['status'] == 'PASS_COLD_END_RAW_WORD_CONTROLS' + pin(label, len(c['rejected'])); pin(label + '_not_applicable', {x['site']: x['reason'] for x in c['not_applicable']}) + + ld = a.leaver_dir.resolve() + assert hashlib.sha256(enc(read(ld / 'cold44/FULL-WORD.json.gz'))).hexdigest() == lp['cold44_sha256'], 'leaver cell word' + rg = ld / 'regroup/FULL-WORD.json.gz' + sw = read(HERE / ('PIVOT-SWAP-%s.json' % a.id)) + assert hashlib.sha256(enc(read(rg))).hexdigest() == lp['regroup_sha256'] == sw['input_content_sha256'], 'regroup word' + # 1. pivot swaps + run('pivot-swap', C / 'layers/build_pivot_swap.py', '--input', rg, '--recipe', HERE / ('PIVOT-SWAP-%s.json' % a.id), '--gk-dir', gk, '--out', out / 'swap') + w = read(out / 'swap/FULL-WORD.json.gz'); assert hashlib.sha256(enc(w)).hexdigest() == sw['output_content_sha256'], 'swap word' + # 2. HPE + h = load('upstream_hpe', up / 'code/build_hpe.py'); used, ch = set(), [] + for c in h.candidates(w): + rs = set(h.regs(w['cleanup'][c['cleanup_index']])) + if rs & used: continue + used |= rs; ch.append(c) + assert ch == read(HERE / ('HPE-RECIPE-%s.json' % a.id))['changes'], 'HPE recipe' + w = h.apply(w, ch); (out / 'hpe').mkdir(); (out / 'hpe/FULL-WORD.json.gz').write_bytes(gzip.compress(enc(w), mtime=0)) + rnp, rp6 = read(HERE / ('COLD-LAYERS-RECIPE-NP-%s.json.gz' % a.id)), read(HERE / ('COLD-LAYERS-RECIPE-P6N-%s.json.gz' % a.id)) + assert hashlib.sha256(enc(w)).hexdigest() == rnp['input_content_sha256'] == rp6['input_content_sha256'], 'swapped HPE word' + # 3. cold44 on the swapped word: same ends, premix and tails + hm = set(read(ld / 'raw/HELPER-MAP.json')['map'].values()) + run('cold44-exact', C / 'notri/cold44x.py', '--input', out / 'hpe/FULL-WORD.json.gz', '--out', out / 'cold44', + '--hamming', a.hamming.resolve(), '--upstream-package', up, + extra=dict(EXTRAH=json.dumps(sorted(set(range(224, 224 + w['report']['R'])) - hm)), PAIRING_RANKS=json.dumps(lp['pairing_ranks']))) + new, old = read(out / 'cold44/RECIPE.json.gz'), read(ld / 'cold44/RECIPE.json.gz') + for key in ('premix', 'early_cleanup', 'cold_ends'): assert new[key] == old[key], ('swapped cold44 differs', key) + tail = len(new['early_cleanup']); assert new['cleanup'][:tail] == old['cleanup'][:tail], 'low tails' + # 4. NP and p6n layers + bce = load('upstream_cold', up / 'code/build_cold_end.py') + for name, r in (('np', rnp), ('p6n', rp6)): + lw = bce.apply(w, r); raw = enc(lw); assert hashlib.sha256(raw).hexdigest() == r['output_content_sha256'], (name, 'word') + (out / name).mkdir(); (out / name / 'FULL-WORD.json.gz').write_bytes(gzip.compress(raw, mtime=0)) + pin(name + '_profile', lw['report']['local_profile']) + p6n = out / 'p6n/FULL-WORD.json.gz'; lec('lec-p6n', p6n, 'LEC-REASON-PINS-STACK') + # 5. promotion + pr = HERE / ('PROMO-RECIPE-%s.json' % a.id) + run('promotion', C / 'promo/build_promotion.py', '--input', p6n, '--recipe', pr, '--out', out / 'promo', portable=False) + assert csha(out / 'promo/FULL-WORD.json.gz') == read(pr)['expected']['output_content_sha256'] + run('promo-controls', C / 'promo/promo_controls.py', '--input', p6n, '--recipe', pr, '--audit', C.parent / 'independent/audit_local.py', + '--out', out / 'PROMO-CONTROLS.json', portable=False) + pc = read(out / 'PROMO-CONTROLS.json'); assert pc['honest'] == 'PASS'; pin('promo_controls', pc['rejected']) + lec('lec-promo', out / 'promo/FULL-WORD.json.gz', 'LEC-REASON-PINS-STACK') + # 6. jx + xr = HERE / ('RECIPE-X4-%s.json' % a.id); rec = read(xr); inp = out / 'promo/FULL-WORD.json.gz' + (out / 'jx').mkdir(); jw = out / 'jx/FULL-WORD.json.gz' + run('jx', C / 'jx/build_jx.py', '--input', inp, '--recipe', xr, '--out', jw, portable=False) + assert csha(jw) == rec['expected']['output_content_sha256'] + for name, cc in sorted(rec['controls'].items()): + log = run('jx-control-' + name, C / 'jx/build_jx.py', '--input', inp, '--recipe', xr, '--control', name, portable=False) + if 'rejection_expected' in cc: assert 'CONTROL PINNED' in log, (name, log[-300:]) + else: assert ('OK ' + cc['expected_sha']) in log, (name, log[-300:]) + pin('jx_controls', sorted(rec['controls'])) + lec('lec-jx', jw, 'LEC-REASON-PINS-STACK') + # 7. hybrids + ur = HERE / ('RECIPE-U8-%s.json' % a.id); u = read(ur); (out / 'hyb').mkdir(); fw = out / 'hyb/FULL-WORD.json.gz' + run('hybrids', C / 'barch/build_tri.py', jw, ur, fw, portable=False) + assert csha(fw) == u['expect_sha256'] + run('hybrid-controls', C / 'barch/run_controls.py', jw, ur, C.parent / 'independent/audit_local.py', out / 'hybrid-controls', portable=False) + res = read(out / 'hybrid-controls/controls.json') + want = ['C0_identity', 'recipe', *MUTANTS] + [m + '@' + str(v['X']) for v in u.get('variants', []) for m in MUTANTS] + assert sorted(res) == sorted(want) and all(x['ok'] for x in res.values()), res + pin('hybrid_controls', sorted(want)) + lec('lec-hyb', fw, 'LEC-REASON-PINS-STACK') + # 8. frame re-optimisation (LeaverSAT2): exact global frame optimum of the hybrid word; scalar program unchanged + fr = HERE / ('FRAME-RECIPE-LV-%s.json' % a.id); frec = read(fr) + run('frames', HERE / 'build_frames_lv.py', fw, out / 'frames', fr, portable=False) + fw = out / 'frames/FULL-WORD.json.gz'; assert csha(fw) == frec['expected']['output_content_sha256'] + pin('frame_build_controls', len(read(out / 'frames/BUILD.json')['rejected_controls'])) + # 8b. layer-end controls on the re-framed final word (v2, not-applicable sites declared in LEC-REASON-PINS-): + # the frame re-optimisation lowers an entering-end tail frame to a dimension no helper_final frame has, so that + # site's 'end at another hyperplane' mutant is replaced by its same-class substitute. + lec('lec-frames', fw, 'LEC-REASON-PINS') + # 9. native locals of the final word + local = out / 'local' + run('native', up / 'code/hpe_audit_and_transport.py', '--raw', fw, '--routing', routing, '--out', local) + pin('canonical_sha256', hashlib.sha256(gzip.decompress((local / 'CANONICAL-WORD.json.gz').read_bytes())).hexdigest()) + run('ledgers', up / 'code/hpe_emit_local.py', local) + run('local-replay', up / 'code/hpe_audit_local.py', local) + run('wrappers', up / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + checks = read(local / 'LOCAL-CHECKS.json'); pin('program_sha256', {o: checks[o]['sha256'] for o in ('forward', 'backward')}) + if not a.skip_phases: + run('phases', base / 'code/phases_full.py', local, parent / 'complex-global/vendor531/vendor/clifford') + pin('clifford_recipes_sha256', hashlib.sha256((local / 'CLIFFORD-RECIPES.json').read_bytes()).hexdigest()) + if a.record_pins: (out / ('CHAIN-PINS-%s.json' % a.id)).write_bytes((json.dumps(got, indent=1) + '\n').encode()) + else: assert got == pins, ('chain pins differ', sorted(set(got) ^ set(pins))) + print('DONE', local, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/notri/PRIO6.json b/research/gauge44-ends7-t16/construction/notri/PRIO6.json new file mode 100644 index 0000000000..069a7bf5a5 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/notri/PRIO6.json @@ -0,0 +1 @@ +{"prio": {"0,1,2,3": [["1", "0", "0", "1", "0", "0", "0", "0"], ["0", "-1/2", "1/2", "0", "0", "-1/2", "1/2", "0"], ["-1/2", "0", "0", "1/2", "0", "0", "0", "0"], ["0", "0", "0", "0", "1", "0", "0", "1"], ["0", "0", "0", "0", "0", "-1/2", "1/2", "0"], ["-1/2", "0", "0", "1/2", "-1/2", "0", "0", "1/2"]], "0,1,4,5": [["1", "0", "0", "1", "0", "0", "0", "0"], ["0", "-1/2", "1/2", "0", "0", "-1/2", "1/2", "0"], ["-1/2", "0", "0", "1/2", "0", "0", "0", "0"], ["0", "0", "0", "0", "1", "0", "0", "1"], ["0", "0", "0", "0", "0", "-1/2", "1/2", "0"], ["-1/2", "0", "0", "1/2", "-1/2", "0", "0", "1/2"]], "0,1,6,7": [["1", "0", "0", "1", "0", "0", "0", "0"], ["0", "-1/2", "1/2", "0", "0", "-1/2", "1/2", "0"], ["-1/2", "0", "0", "1/2", "0", "0", "0", "0"], ["0", "0", "0", "0", "1", "0", "0", "1"], ["0", "0", "0", "0", "0", "-1/2", "1/2", "0"], ["-1/2", "0", "0", "1/2", "-1/2", "0", "0", "1/2"]], "2,3,4,5": [["1", "0", "0", "1", "0", "0", "0", "0"], ["0", "-1/2", "1/2", "0", "0", "-1/2", "1/2", "0"], ["-1/2", "0", "0", "1/2", "0", "0", "0", "0"], ["0", "0", "0", "0", "1", "0", "0", "1"], ["0", "0", "0", "0", "0", "-1/2", "1/2", "0"], ["-1/2", "0", "0", "1/2", "-1/2", "0", "0", "1/2"]], "2,3,6,7": [["1", "0", "0", "1", "0", "0", "0", "0"], ["0", "-1/2", "1/2", "0", "0", "-1/2", "1/2", "0"], ["-1/2", "0", "0", "1/2", "0", "0", "0", "0"], ["0", "0", "0", "0", "1", "0", "0", "1"], ["0", "0", "0", "0", "0", "-1/2", "1/2", "0"], ["-1/2", "0", "0", "1/2", "-1/2", "0", "0", "1/2"]], "4,5,6,7": [["1", "0", "0", "1", "0", "0", "0", "0"], ["0", "-1/2", "1/2", "0", "0", "-1/2", "1/2", "0"], ["-1/2", "0", "0", "1/2", "0", "0", "0", "0"], ["0", "0", "0", "0", "1", "0", "0", "1"], ["0", "0", "0", "0", "0", "-1/2", "1/2", "0"], ["-1/2", "0", "0", "1/2", "-1/2", "0", "0", "1/2"]]}} \ No newline at end of file diff --git a/research/gauge44-ends7-t16/construction/notri/cgx.py b/research/gauge44-ends7-t16/construction/notri/cgx.py new file mode 100644 index 0000000000..08e80804eb --- /dev/null +++ b/research/gauge44-ends7-t16/construction/notri/cgx.py @@ -0,0 +1,469 @@ +# Round20 early-coordinate-center / own-Y variant, prepared for icekylinx +# with OpenAI Codex assistance. Apache-2.0. Scalar elementary-operation +# helpers below are retained from the attributed PR514 construct_partial.py. +# Adapted by OpenAI Codex for isolated structural research. +# Modified from PR425 by icekylinx with Codex assistance. +"""Full discovery word for Hamming packets with borrowed X and Y registers. + +This changes the scalar architecture. It is not accepted by the old restricted +gx interface: source bases may change until full-frame cleanup, and targets use +an explicitly inverted output basis. No supplier admission is asserted. +""" +import copy,gzip,json,math,time +import itertools as it +from collections import Counter,defaultdict +from fractions import Fraction as Q +from pathlib import Path + +import sys +INPUT=Path(sys.argv[1]);OUT=Path(sys.argv[2]);OUT.mkdir(parents=True,exist_ok=False);D=json.loads((INPUT/'PROTOTYPE.json').read_text()) +P=D['binary_ports'];R=D['root_lines'];v=120;h=9 +modules=json.load(gzip.open(INPUT/'PACKET-PROGRAMS.json.gz')) +# AtomScout: leaver-read K-triangles (schedule from atom1.py / rog.py CP-SAT) +TRI=json.loads(Path(sys.argv[3]).read_text()) +FULLT={(tuple(tr['p']),tr['e']) for tr in TRI['triangles']} +TRI_COORDS={t+8 for tr in TRI['triangles'] for t,_,_ in tr['reads']} +import os as _o +COPYL=json.loads(open(_o.environ['XPARAM']).read()).get('copyl',[]) if _o.environ.get('XPARAM') else [] +NH=504-3*len(FULLT)+len(COPYL) + +def basis(vectors): + b={} + for x in vectors: + for p in sorted(b,reverse=True): + if x>>p&1:x^=b[p] + if x: + p=x.bit_length()-1 + for q in b: + if b[q]>>p&1:b[q]^=x + b[p]=x + return tuple(b[p] for p in sorted(b,reverse=True)) +def inside(a,b):return basis(a+b)==b +def hyper(p):return basis([x for x in range(1,512) if (x&p).bit_count()%2==0]) +FULL=basis([1<=v,r)) + for col,s in enumerate(ids): + k=next(i for i in range(col,len(regs)) if rows[regs[i]].get(s,Q(0))) + swap(regs[k],regs[col],F) + scale(regs[col],1/rows[regs[col]][s],F) + for i in range(len(regs)): + if i!=col and rows[regs[i]].get(s,Q(0)):add(regs[i],regs[col],-rows[regs[i]][s],F) + assert all(rows[regs[i]]=={s:Q(1)} for i,s in enumerate(ids)) + M=[[Q(R[s][i]) for s in ids] for i in c] + def qr_rank(rs): + bs={} + for r in rs: + r=r.copy() + for i,b in sorted(bs.items()): + if r[i]:q=r[i];r=[x-q*y for x,y in zip(r,b)] + i=next((i for i,x in enumerate(r) if x),None) + if i is not None:q=r[i];bs[i]=[x/q for x in r] + return len(bs) + assert qr_rank(M)==4 + for rr0 in PRIO.get(",".join(map(str,c)),[])+PRIORITY[",".join(map(str,c))]["rows"]: + rr=list(map(Q,rr0)) + if qr_rank(M+[rr])>len(M):M.append(rr) + if len(M)==8:break + for i in range(8): + if len(M)==8:break + rr=[Q(i==j) for j in range(8)] + if qr_rank(M+[rr])>len(M):M.append(rr) + if len(M)==8:break + assert len(M)==8 + linear(regs,M,F) + for i,r in zip(c,regs): + assert rows[r]=={s:Q(R[s][i]) for s in ids} + block_totals[c,i]=r + +# All centers are complete while Y is still at zero. This is the crucial +# difference from an illegal early-own-Y prefix using the old center order. +centers=[] +for i in range(8): + regs=[block_totals[c,i] for c in sorted(blocks) if i in c] + F=hyper(P[frame[i]]);a=regs[0] + for b in regs[1:]:add(a,b,1,F) + centers.append(a) +centers += [frame[i] for i in range(8)] +center_frames=[cur[r] for r in centers] +assert list(map(len,center_frames))==[8]*8+[1]*8 +assert all(cur[v+t]==() for t in range(v)) + +phase=B +for t,(r,coef,F) in sorted(own_rows.items()): + if t in TRI_COORDS:continue + assert cur[r]==F + add(v+t,r,coef,F) +# requests are needed for TRI coefficients +requests=defaultdict(list) +for pid,pair in enumerate(pairs): + if not pair['selected']:continue + (t,u),(key1,key2),mat=pair['targets'],pair['keys'],pair['matrix'] + requests[key1].append((t,-Q(mat[0][0],2))) + requests[key2].append((u,-Q(mat[0][1],2))) +reqcoef={t:(key,coef) for key,reqs in requests.items() for t,coef in reqs} +def face_info(c,p,eps): + z=blocks[c];keys=[(pp,ee) for pp in it.combinations(c,2) for ee in (-1,1)] + r_local,alpha=z['outputs'][keys.index((p,eps))] + j=[j for j in range(40,len(z['events'])) if z['events'][j][0]==r_local];assert len(j)==1 + return j[0],Q(alpha) +tri_join_counts=Counter();TRILOG=[] +lcopy={} +for s8 in COPYL: + r=s8+8;c=len(cur);cur.append(());rows.append({});shadow.append(None);add(c,r,1,cur[r]);lcopy[r]=c +BF={c:basis([P[x] for x in z['receipt']['source_lines']]) for c,z in blocks.items()} +HYB={(tuple(map(int,h[0])),tuple(map(int,h[1])),int(h[2])) for h in XP.get('hyb',[])} +HYBLOG=[] +def triread(t,blk,r,q): + F=basis(cur[v+t]+cur[r]);assert inside(F,hyper(P[t])),('TRI frame',t,blk,r,cur[v+t],cur[r],hyper(P[t]),[x for x in TRILOG if x[2]==r],HYBLOG) + tri_join_counts[len(F)]+=1;add(v+t,r,q,F);TRILOG.append([t,list(blk),r,str(q),list(F),list(cur[r])]) +for tr in TRI['triangles']: + p,eps=tuple(tr['p']),tr['e'] + hb={blk for _,blk,_ in map(lambda x:(x[0],tuple(x[1]),x[2]),tr['reads']) if (blk,p,eps) in HYB} + own=[];rest=[] + for t8,blk,loc in tr['reads']: + t=t8+8;blk=tuple(blk);r=maps[blk][loc];r0=r;r=lcopy.get(r,r) + key,coef=reqcoef[t];assert key[1]==p and key[2]==eps,(key,p,eps) + if blk==key[0]: + rr,c0,F0=own_rows[t];assert rr==r0;own.append((t,blk,r,c0)) + else: + j,alpha=face_info(blk,p,eps);ev=blocks[blk]['events'][j];assert loc in ev[:2] + rest.append((t,blk,loc,r,coef*alpha)) + if not hb: + # original interleaved order + for t8,blk,loc in tr['reads']: + t=t8+8;blk=tuple(blk);r=maps[blk][loc];key,coef=reqcoef[t] + if blk==key[0]:q=own_rows[t][1] + else:j,alpha=face_info(blk,p,eps);q=coef*alpha + triread(t,blk,r,q) + continue + items=[] # (kind, t, reg, q, blk) + for t,blk,r,q in own:items.append(('r',t,r,q,blk,blk in hb)) + for blk in sorted(hb):items.append(('e',None,None,None,blk,True)) + done=set() + for t,blk,loc,r,q in rest: + if blk in hb: + j,_=face_info(blk,p,eps);ev=blocks[blk]['events'][j] + ws=[x for x in rest if x[0]==t and x[1]==blk];assert len(ws)==2 and ws[0][4]==ws[1][4] and {ws[0][2],ws[1][2]}==set(ev[:2]) + if (t,blk) in done:continue + done.add((t,blk));items.append(('m',t,maps[blk][ev[0]],q,blk,True)) + else:items.append(('r',t,r,q,blk,False)) + # Original read order with the two half reads collapsed into one M read at the first half's slot; the face event goes + # just before the first M read of its block; own reads of the M register are hoisted ahead of that event. + def evinfo(blk): + j,_=face_info(blk,p,eps);ev=blocks[blk]['events'][j];assert ev[2]==ev[3]==1,ev + mpb=maps[blk];return mpb[ev[0]],mpb[ev[1]],tuple(blocks[blk]['event_frames'][j]) + items=[] + seen=set() + for t8,blk,loc in tr['reads']: + t=t8+8;blk=tuple(blk);r=maps[blk][loc];key,coef=reqcoef[t] + if blk==key[0]:items.append(('r',t,r,own_rows[t][1],blk,blk in hb)) + else: + j,alpha=face_info(blk,p,eps);q=coef*alpha + if blk in hb: + if (t,blk) not in seen:seen.add((t,blk));continue + items.append(('m',t,evinfo(blk)[0],q,blk,True)) + else:items.append(('r',t,r,q,blk,False)) + for blk in sorted(hb): + k0=min(i for i,x in enumerate(items) if x[0]=='m' and x[4]==blk) + items.insert(k0,('e',None,None,None,blk,True)) + n=len(items) + def step(it,st): + k,t,r,q,blk,h=it;g=lambda x:st.get(x,cur[x]) + if k=='e': + a_,b_,EF=evinfo(blk);FF=basis(list(EF)+list(g(a_))+list(g(b_))) + return {a_:FF,b_:FF} if inside(FF,BF[blk]) else None + F=basis(list(g(v+t))+list(g(r))) + if not inside(F,hyper(P[t])):return None + if h and k=='r' and r==evinfo(blk)[1] and not inside(F,BF[blk]):return None + return {v+t:F,r:F} + def allowed(i,used): + k,t,r,q,blk,h=items[i] + evi=[j for j,x in enumerate(items) if x[0]=='e' and x[4]==blk] if h else [] + if k=='e':return all(j in used for j,x in enumerate(items) if x[0]=='r' and x[4]==blk and x[5] and x[2]==evinfo(blk)[0]) + if k=='m':return evi[0] in used + if k=='r' and h and r==evinfo(blk)[0]:return evi[0] not in used + return True + budget=[int(os.environ.get('HYBBUDGET','300000'))];memo=set() + def dfs(st,used,order): + if len(order)==n:return order + budget[0]-=1 + if budget[0]<0:return None + sig=(used,tuple(sorted(st.items()))) + if sig in memo:return None + memo.add(sig) + for i in range(n): + if i in used or not allowed(i,used):continue + d=step(items[i],st) + if d is None:continue + ns=dict(st);ns.update(d);res=dfs(ns,used|{i},order+[i]) + if res:return res + return None + import sys as _s;_s.setrecursionlimit(20000) + order=dfs({},frozenset(),[]) + assert order,('no feasible hybrid order',p,eps,sorted(hb),budget) + for i in order: + k,t,r,q,blk,h=items[i] + if k=='e': + a_,b_,EF=evinfo(blk);FF=basis(list(EF)+list(cur[a_])+list(cur[b_]));add(a_,b_,1,FF);HYBLOG.append([list(blk),list(p),eps,list(FF)]) + else:triread(t,blk,r,q) + +packets={} +for c,z in sorted(blocks.items()): + mp=maps[c] + keys=[(p,eps) for p in it.combinations(c,2) for eps in (-1,1)] + skipev={face_info(c,p,eps)[0] for p,eps in keys if (p,eps) in FULLT} + for j,(e,F) in enumerate(list(zip(z['events'],z['event_frames']))[40:]): + if j not in early[c] and 40+j not in skipev: + t,s,a,b=e;add(mp[t],mp[s],Q(a,b),tuple(F)) + for key,(r,alpha) in zip(keys,z['outputs']): + if tuple(key) in FULLT:skip();continue + a=mp[r];b=alloc();add(b,a,1,cur[a]) + consumers=sorted(d for d in blocks if d!=c and set(key[0])<=set(d)) + assert len(consumers)==2 + for target,r in zip(consumers,(a,b)):packets[c,key[0],key[1],target]=(r,Q(alpha)) + +# Both tetrahedra use the same partition. A selected key has exactly two +# selected Y loads and no ordinary M consumer. Supply its two raw halves in +# opposite orders and never form that M. Other keys retain the old M path. +second=[];first_join_counts=Counter() +for key,reqs in sorted(requests.items()): + assert len(reqs)==2 + c,p,eps=key + if (p,eps) in FULLT:continue + ds=sorted(d for d in blocks if d!=c and set(p)<=set(d));a,b=ds + for j,(target,coef) in enumerate(sorted(reqs)): + first_source,second_source=(a,b) if j==0 else (b,a) + r,alpha=packets[first_source,p,eps,second_source] + F=basis(cur[v+target]+cur[r]);assert inside(F,hyper(P[target])) + first_join_counts[len(F)]+=1;add(v+target,r,coef*alpha,F) + r,alpha=packets[second_source,p,eps,c] + second.append((target,r,coef*alpha)) + +Ms={} +for c in sorted(blocks): + for p in it.combinations(c,2): + ds=sorted(d for d in blocks if d!=c and set(p)<=set(d)) + for eps in (-1,1): + if (c,p,eps) in requests:continue + (a,alpha),(b,beta)=[packets[d,p,eps,c] for d in ds] + F=basis(cur[a]+cur[b]);add(a,b,beta/alpha,F) + Ms[c,p,eps]=(a,alpha) + +consumers=defaultdict(list) +for pid,pair in enumerate(pairs): + for key in pair['keys']:consumers[key].append(pid) +slots={} +for key,uses in sorted(consumers.items()): + assert len(uses)==2 + if key in requests: + assert all(pairs[i]['selected'] for i in uses) + continue + assert all(not pairs[i]['selected'] for i in uses) + a,alpha=Ms[key] + for j,pid in enumerate(uses): + if j==0:r=a + else:r=alloc();add(r,a,1,cur[a]) + slots[pid,key]=(r,alpha) +assert len(cur)-240==NH,len(cur)-240 + +selected_join_counts=Counter() +for target,r,coef in second: + F=basis(cur[v+target]+cur[r]);assert inside(F,hyper(P[target])) + selected_join_counts[len(F)]+=1;add(v+target,r,coef,F) +output_basis=[] +for pair in pairs: + if not pair['selected']:continue + (t,u),mat=pair['targets'],pair['matrix'] + F=basis(cur[v+t]+cur[v+u]);assert inside(F,hyper(P[t])) and inside(F,hyper(P[u])) + add(v+t,v+u,1,F);add(v+u,v+t,-Q(1,2),F) + z=-Q(2*mat[1][0],mat[0][0]);scale(v+u,z,F);output_basis.append((t,u,z)) + +for pid,pair in enumerate(pairs): + if pair['selected']:continue + (t,u),(key1,key2),mat=pair['targets'],pair['keys'],pair['matrix'] + (a,alpha),(b,beta)=slots[pid,key1],slots[pid,key2] + F=basis(cur[a]+cur[b]);aa,ab=Q(mat[0][0])*alpha,Q(mat[0][1])*beta + ba,bb=Q(mat[1][0])*alpha,Q(mat[1][1])*beta + add(a,b,ab/aa,F);q=ba/(bb-ba*ab/aa);add(b,a,q,F) + add(v+t,a,-aa/2,hyper(P[t]));add(v+u,b,-(bb-ba*ab/aa)/2,hyper(P[u])) + +for t in range(v): + expected={s:-Q(G[t][s],2) for s in range(v) if s!=t and G[t][s] and s not in frame.values()} if t not in frame.values() else {} + assert rows[v+t]==expected,('side identity',t) + +scatter=[[Q(r[i],4) if t not in frame.values() else Q(0) for i in range(8)]+[Q(t==frame[i]) for i in range(8)] for t,r in enumerate(R)] +precondition=[] +for t,u,z in output_basis: + a,b=scatter[t].copy(),scatter[u].copy() + scatter[t]=[x/2-y/z for x,y in zip(a,b)] + scatter[u]=[x/2+y/z for x,y in zip(a,b)] + precondition.extend([['scale',v+u,(1/z).numerator,(1/z).denominator,[]], + ['add',v+u,v+t,1,2,[]],['add',v+t,v+u,-1,1,[]]]) +for r in range(len(cur)):climb(r,hyper(P[r-v]) if v<=r<2*v else FULL) +H[8]+=8;H[1]+=8 +assert sum(r*z for r,z in H.items())==9*NH+240*8+72,sum(r*z for r,z in H.items()) + +def apply(e,matrix): + if e[0]=='add': + _,t,s,a,b,*_=e;q=Q(a,b) + for j,x in list(matrix[s].items()): + z=matrix[t].get(j,Q(0))+q*x + if z:matrix[t][j]=z + else:matrix[t].pop(j,None) + else: + _,t,a,b,*_=e;q=Q(a,b);matrix[t]={j:q*x for j,x in matrix[t].items()} +def inverse(e): + e=copy.deepcopy(e) + if e[0]=='add':e[3]*=-1 + else:e[2],e[3]=e[3],e[2] + e[-1]=list(FULL);return e +cut=[['add',v+t,centers[i],q.numerator,q.denominator,None] for t,row in enumerate(scatter) for i,q in enumerate(row) if q] +cleanup=[inverse(e) for e in reversed(A+B) if not v<=e[1]<2*v] +matrix=[{r:Q(1)} if r>k&1:a^=d[k] + if a: + k=a.bit_length()-1 + for j in d: + if d[j]>>k&1:d[j]^=a + d[k]=a + return tuple(d[k] for k in sorted(d,reverse=True)) +def inside(a,b):return basis(a+b)==b +def regs(e):return e[1:3] if e[0]=='add' else e[1:2] +def inverse(e): + e=copy.deepcopy(e) + if e[0]=='add':e[3]=-e[3] + else:e[2],e[3]=e[3],e[2] + return e +def apply(e,M,mapping=None): + t=mapping[e[1]] if mapping is not None else e[1] + if e[0]=='add': + s=mapping[e[2]] if mapping is not None else e[2];q=Q(e[3],e[4]) + for j,a in M[s].items(): + x=M[t].get(j,Q(0))+q*a + if x:M[t][j]=x + else:M[t].pop(j,None) + else: + q=Q(e[2],e[3]);M[t]={j:q*a for j,a in M[t].items()} +def rref(A): + a=[list(map(Q,row)) for row in A];nr=len(a);nc=len(a[0]) if nr else 0;row=0;piv=[] + for c in range(nc): + k=next((i for i in range(row,nr) if a[i][c]),None) + if k is None:continue + a[row],a[k]=a[k],a[row];q=a[row][c];a[row]=[x/q for x in a[row]] + for i in range(nr): + if i!=row and a[i][c]:q=a[i][c];a[i]=[x-q*y for x,y in zip(a[i],a[row])] + piv.append(c);row+=1 + if row==nr:break + return a,piv +def rank(A):return len(rref(A)[1]) +def null(A,nc=None): + if A:a,piv=rref(A);nc=len(a[0]) + else:a=[];piv=[];assert nc is not None + free=[j for j in range(nc) if j not in piv];out=[[Q(0) for j in free] for i in range(nc)] + for k,c in enumerate(free):out[c][k]=Q(1) + for i,c in enumerate(piv): + for k,j in enumerate(free):out[c][k]=-a[i][j] + return out +def mm(A,B): + if not A:return [] + if not B:return [[] for row in A] + bt=list(zip(*B));return [[sum((a*b for a,b in zip(row,col)),Q(0)) for col in bt] for row in A] +def tr(A):return list(map(list,zip(*A))) +def inv(A): + n0=len(A);a,p=rref([row+[Q(i==j) for j in range(n0)] for i,row in enumerate(A)]) + assert p[:n0]==list(range(n0)) + return [row[n0:] for row in a] +def unit(q): + if not q:return False + a=abs(q.numerator);b=q.denominator + return not a&(a-1) and not b&(b-1) +def dyadic(q):return not q.denominator&(q.denominator-1) +def opadd(t,s,q,F):return ['add',t,s,q.numerator,q.denominator,list(F)] +def opscale(t,q,F):return ['scale',t,q.numerator,q.denominator,list(F)] +def eliminate(M,ids,F,skip=()): + """Return legal dyadic row operations taking an invertible sparse matrix to I.""" + skip=set(skip);ops=[];dim=len(M) + def add(i,j,q): + if q: + assert dyadic(q);e=opadd(ids[i],ids[j],q,F);ops.append(e) + for c,x in M[j].items(): + z=M[i].get(c,Q(0))+q*x + if z:M[i][c]=z + else:M[i].pop(c,None) + def scale(i,q): + if q!=1: + assert unit(q);ops.append(opscale(ids[i],q,F));M[i]={c:q*x for c,x in M[i].items()} + def swap(i,j): + if i!=j: + add(i,j,Q(1));add(j,i,Q(-1));add(i,j,Q(1));scale(j,Q(-1)) + for c in range(dim): + if c in skip: + assert M[c]=={c:Q(1)} and all(not M[i].get(c) for i in range(dim) if i!=c) + continue + cand=[i for i in range(c,dim) if i not in skip and M[i].get(c)] + k=next((i for i in cand if unit(M[i][c])),None) + if k is None: + # Elementary Euclidean row additions reduce the pivot-column numerator gcd. + assert cand,('singular',c) + while k is None: + cand.sort(key=lambda i:abs(M[i][c]));a=cand[0] + b=next((i for i in cand[1:] if M[i][c]),None) + if b is None:raise ValueError(('non-dyadic determinant pivot',c,M[a][c])) + rat=M[b][c]/M[a][c];q=rat.numerator//rat.denominator + if q==0:q=1 if rat>0 else -1 + add(b,a,Q(-q));cand=[i for i in cand if M[i].get(c)] + k=next((i for i in cand if unit(M[i][c])),None) + swap(c,k);scale(c,1/M[c][c]) + for i in range(dim): + if i!=c and M[i].get(c): + assert i not in skip + add(i,c,-M[i][c]) + assert all(row=={i:Q(1)} for i,row in enumerate(M)) + return ops +def realize(A,ids,F): + M=[{j:Q(x) for j,x in enumerate(row) if x} for row in A] + return [inverse(e) for e in reversed(eliminate(M,ids,F))] +# Reconstruct the actual non-target map after the inherited HPE tail. +inherited_tail=[w['cleanup'][i][:-1]+[list(f)] for i,f in w.get('early_cleanup',[])] +mainN=[e for e in w['A']+w['B'] if not v<=e[1]<2*v] +M=[{i:Q(1)} for i in range(len(N))] +for e in mainN+inherited_tail:apply(e,M,ix) +MI=[{i:Q(1)} for i in range(len(N))] +for e in reversed(mainN+inherited_tail):apply(inverse(e),MI,ix) +cur={x:(w['ports'][x],) if xlen(ih):ih.append(j) + if len(ih)==r:break + assert len(ih)==r + endhs=[N[I[j]] for j in ih];endhidx=[hs.index(h) for h in endhs] + kerR=null(RR,NB);Qmat=[[Q(0) for j in range(NB)] for i in range(NB)] + for j,hj in enumerate(endhidx): + for i in range(NB):Qmat[i][hj]=qH[i][j] + other=[j for j in range(NB) if j not in endhidx] + for k,j in enumerate(other): + for i in range(NB):Qmat[i][j]=kerR[i][k] + assert rank(Qmat)==NB + pops=realize(Qmat,hs,());premix+=pops + T=[[Q(i==j)-sum((U[i][k]*L[k][j] for k in range(r)),Q(0)) for j in range(len(I))] for i in range(len(I))] + for k,i in enumerate(ih):T[i]=L[k] + tops=realize(T,[N[i] for i in I],F);tail+=tops + # Right-compose this initial helper premix; other blocks have disjoint H sets. + for row in Mafter: + vals=[row.get(h,Q(0)) for h in H] + if any(vals): + for hj in H:row.pop(hj,None) + for j,hj in enumerate(H): + z=sum((vals[i]*Qmat[i][j] for i in range(NB)),Q(0)) + if z:row[hj]=z + for e in tops:apply(e,Mafter,ix) + ends.update({h:list(F) for h in endhs}) + plans.append(dict(block=b,frame=list(F),registers=[N[i] for i in I],ends=endhs,pairing_rank=r,premix_gates=len(pops),tail_gates=len(tops),Q=[[str(x) for x in row] for row in Qmat],T=[[str(x) for x in row] for row in T])) + print('BLOCK',b,'ends',endhs,'Qops',len(pops),'Tops',len(tops),flush=True) +# Check actual post-tail isolation before constructing the high-frame inverse. +allends=set(ends)|set(map(int,w.get('helper_final',{}))) +for h in allends: + j=ix[h];assert Mafter[j]=={j:Q(1)},('row not isolated',h,Mafter[j]);assert all(not row.get(j) for i,row in enumerate(Mafter) if i!=j),('column not isolated',h) +print('EXACT_ISOLATED',len(ends),'new;',len(allends),'total',round(time.monotonic()-t0,3),flush=True) +fullops=eliminate(copy.deepcopy(Mafter),N,F9,[ix[x] for x in allends]) +print('FULL_INVERSE',len(fullops),round(time.monotonic()-t0,3),flush=True) +# Cancel new cold-axis target responses inside A, after their wrappers. +Dirt=[({h:Q(1)} if h in ends else {}) for h in range(n)] +for e in premix+w['A']+w['cut']+w['B']:apply(e,Dirt) +for e in w['precondition']:apply(e,Dirt) +postcomp=[opadd(y,h,-a,()) for y in range(v,2*v) for h,a in sorted(Dirt[y].items()) if a] +assert all(h in ends for e in postcomp for h in [e[2]]) +new=copy.deepcopy(w);new['A']=postcomp+premix+w['A'];new['cleanup']=inherited_tail+tail+fullops +new['early_cleanup']=[[i,e[-1]] for i,e in enumerate(inherited_tail+tail)] +new['helper_final'].update({str(h):f for h,f in ends.items()}) +new['refactored_cleanup']={'kind':'source_branch_gauge_and_retired_completion_cold44','new_cold_ends':len(ends),'exact_non_target_isolation_checked':True,'high_inverse':'dyadic_sparse_Gauss_Jordan'} +# Derive paid profile by subtracting and adding literal frame-chain counts. +spec=importlib.util.spec_from_file_location('upstream_cold_end',args.upstream_package/'code/build_cold_end.py') +profile_module=importlib.util.module_from_spec(spec);spec.loader.exec_module(profile_module) +oldprof,_=profile_module.chain_profile(w);newprof,_=profile_module.chain_profile(new) +prof=Counter({int(k):z for k,z in w['report']['local_profile'].items()});prof.subtract(oldprof);prof.update(newprof) +widths=Counter(len(basis(new['helper_final'].get(str(h),F9)))-len(basis(new.get('start_extra',{}).get(str(h),[]))) for h in range(224,n)) +new['report'].update(local_profile={str(k):z for k,z in sorted(prof.items()) if z},local_rank_mass=sum(k*z for k,z in prof.items()),width_inventory={str(k):z for k,z in sorted(widths.items()) if z},status='EXACT_COLD44_CONSTRUCTED_PENDING_INDEPENDENT_AUDIT') +raw=json.dumps(new,sort_keys=True,separators=(',',':')).encode();sha=hashlib.sha256(raw).hexdigest();(OUT/'FULL-WORD.json.gz').write_bytes(gzip.compress(raw,mtime=0)) +recipe={'premix':postcomp+premix,'cleanup':new['cleanup'],'early_cleanup':new['early_cleanup'],'cold_ends':{str(h):f for h,f in ends.items()},'refactored_cleanup':new['refactored_cleanup'],'output_content_sha256':sha} +(OUT/'RECIPE.json.gz').write_bytes(gzip.compress(json.dumps(recipe,sort_keys=True,separators=(',',':')).encode(),mtime=0)) +receipt=dict(input_content_sha256=hashlib.sha256(gzip.decompress(WPATH.read_bytes())).hexdigest(),output_content_sha256=sha,blocks=plans,new_cold_ends=len(ends),all_low_ended_helpers=len(allends),premix_gates=len(premix),postwrapper_compensation_gates=len(postcomp),tail_gates=len(tail),inherited_tail_gates=len(inherited_tail),full_inverse_gates=len(fullops),profile=new['report']['local_profile'],width_inventory=new['report']['width_inventory'],rank_mass=new['report']['local_rank_mass'],seconds=time.monotonic()-t0) +(OUT/'CONSTRUCTION.json').write_text(json.dumps(receipt,indent=2)+'\n') +print(json.dumps({k:z for k,z in receipt.items() if k!='blocks'},indent=2),flush=True) diff --git a/research/gauge44-ends7-t16/construction/notri/port_stage_x.py b/research/gauge44-ends7-t16/construction/notri/port_stage_x.py new file mode 100644 index 0000000000..81ac65ceff --- /dev/null +++ b/research/gauge44-ends7-t16/construction/notri/port_stage_x.py @@ -0,0 +1,125 @@ +"""Port one 504-helper construction stage onto the K-triangle word. Apache-2.0. Prepared with Claude Code assistance. + +usage: build_port_stage.py --shadow-input I4 --shadow-output O4 --input I8 --map HELPER-MAP.json --gk-dir GK --out DIR + +The shadow pair (I4 -> O4) is one stage of a 504-helper chain, rebuilt in the same run from pinned sources. I8 is the +K-triangle word at the matching point of its own chain, and HELPER-MAP.json is the 504 -> R register map written by +construct_k_triangle.py. Registers below 448 keep their ids; the removed packet copies have no image. + +The port does the following: +* It renumbers I4 and O4 through the map and drops their gates that touch a removed register. +* It matches gates by scalar operation (the gate without its frame), aligning I4 with O4 and I4 with I8 separately. +* It builds O8 in O4 gate order: + * each matched gate is taken from I8, with O4's frame wherever the stage changed that frame; + * each gate the stage introduced is taken from O4; + * each I8-only gate (the K-triangle reads) stays after the O4 image of its I8 predecessor. +* It replays the stage's entrance (start_extra) and target_levels changes. +* It rebuilds the cleanup with the inherited inverse rule. + +The constructor is a search transfer only. The verifier certifies the output independently: the generalised native +audit (exact forward and inverse replay of every column, native frame chains) runs on every ported word, and every +input and output is pinned by content hash.""" +import argparse, copy, difflib, gzip, hashlib, json, sys +from collections import Counter +from pathlib import Path + +assert __debug__, 'Assertions required' +FULL = [256, 128, 64, 32, 16, 8, 4, 2, 1] + + +def regs(g): return (g[1], g[2]) if g[0] == 'add' else (g[1],) + + +def key(g): return json.dumps(g[:-1]) + + +def inverse(e): + e = copy.deepcopy(e) + if e[0] == 'add': e[3] *= -1 + else: e[2], e[3] = e[3], e[2] + e[-1] = list(FULL); return e + + +def align(xs, ys): + """index map xs -> ys over runs of equal scalar operations""" + sm = difflib.SequenceMatcher(None, [key(g) for g in xs], [key(g) for g in ys], autojunk=False) + return {i1 + k: j1 + k for tag, i1, i2, j1, j2 in sm.get_opcodes() if tag == 'equal' for k in range(i2 - i1)} + + +def transfer_section(I4, O4, I8, stats): + a, b = align(I4, O4), align(I4, I8) + o2i = {j: i for i, j in a.items()}; i8from4 = {j: i for i, j in b.items()} + anchor = {j8: a[i4] for j8, i4 in i8from4.items() if i4 in a} + pending, last = {}, -1 + for j8, g in enumerate(I8): + if j8 in anchor: last = anchor[j8] + elif j8 not in i8from4: pending.setdefault(last, []).append(copy.deepcopy(g)); stats['kept_own'] += 1 + else: stats['dropped_by_stage'] += 1 + out = list(pending.get(-1, [])) + for k, g in enumerate(O4): + if k in o2i: + i4 = o2i[k] + if i4 in b: + g8 = copy.deepcopy(I8[b[i4]]) + if I4[i4][-1] != g[-1]: g8[-1] = copy.deepcopy(g[-1]); stats['frames_changed'] += 1 + out.append(g8) + else: + out.append(copy.deepcopy(g)); stats['introduced'] += 1 + out.extend(pending.get(k, [])) + return out + + +def main(): + ap = argparse.ArgumentParser() + for k in ('--shadow-input', '--shadow-output', '--input', '--map', '--gk-dir', '--out'): ap.add_argument(k, type=Path, required=True) + a = ap.parse_args(); assert not a.out.exists() + sys.path.insert(0, str(a.gk_dir)); import gk_word as G, gk_common as C + G.V = C.V = 112 + rd = lambda p: json.loads(gzip.decompress(p.read_bytes())) + enc = lambda x: json.dumps(x, sort_keys=True, separators=(',', ':')).encode(); sha = lambda x: hashlib.sha256(x).hexdigest() + I4, O4, I8 = rd(a.shadow_input), rd(a.shadow_output), rd(a.input) + fm = {int(k): int(v) for k, v in json.loads(a.map.read_text())['map'].items()} + assert all(fm[k] == k for k in fm if k < 448), 'only ids >= 448 may move' + R = I8['report']['R']; EXTRA = set(range(224 + R)) - set(fm.values()); assert len(set(fm.values())) == len(fm) and set(fm.values()) <= set(range(224 + R)), 'map is not injective into the K-triangle registers' + assert I4['report'].get('R', 504) == 504 and len(fm) + len(set(range(728)) - set(fm)) == 728 + rem = set(range(728)) - set(fm) + rn = lambda r: fm[r] + touches = lambda g: any(r in rem for r in regs(g)) + def rg(g): + g = copy.deepcopy(g); g[1] = rn(g[1]) + if g[0] == 'add': g[2] = rn(g[2]) + return g + def rn_word(w): + w = copy.deepcopy(w) + for s in ('A', 'B', 'cut', 'precondition', 'cleanup'): + if s in w: w[s] = [rg(g) for g in w[s] if not touches(g)] + for k in ('start_extra', 'helper_final'): + if k in w: w[k] = {str(rn(int(r))): f for r, f in w[k].items() if int(r) not in rem} + return w + I4r, O4r = rn_word(I4), rn_word(O4) + O8 = copy.deepcopy(I8); stats = {s: Counter() for s in ('A', 'B')} + for s in ('A', 'B'): O8[s] = transfer_section(I4r[s], O4r[s], I8[s], stats[s]) + for k in ('start_extra', 'target_levels'): + x, y = I4r.get(k, {}), O4r.get(k, {}); d = dict(I8.get(k, {})) + for r in set(x) | set(y): + if x.get(r) != y.get(r): + if r in y: d[r] = y[r] + else: d.pop(r, None) + if k in O4 or k in I8: O8[k] = dict(sorted(d.items(), key=lambda kv: int(kv[0]))) + for k in O4: + if k not in ('A', 'B', 'cleanup', 'report', 'start_extra', 'target_levels', 'cut', 'precondition'): + assert O4r[k] == I4r[k], 'stage changed an unported field: ' + k + O8['cleanup'] = [inverse(e) for e in reversed(O8['A'] + O8['B']) if not 112 <= e[1] < 224] + H = G.profile(O8) + ws = [9 - len(G.basis(O8['start_extra'].get(str(224 + h), []))) for h in range(R)] + O8['report'] = dict(I8['report'], local_profile={str(k): v for k, v in sorted(H.items())}, local_rank_mass=sum(k * v for k, v in H.items()), + width_inventory={str(k): v for k, v in sorted(Counter(ws).items())}) + a.out.mkdir(parents=True); (a.out / 'FULL-WORD.json.gz').write_bytes(gzip.compress(enc(O8), mtime=0)) + receipt = dict(status='PORTED_STAGE_PENDING_NATIVE_AUDIT', R=R, removed_504_helpers=sorted(rem), + shadow_input_content_sha256=sha(enc(I4)), shadow_output_content_sha256=sha(enc(O4)), input_content_sha256=sha(enc(I8)), + output_content_sha256=sha(enc(O8)), sections={s: dict(v) for s, v in stats.items()}, local_profile=O8['report']['local_profile'], + scope='Transfer construction only; exactness, frame chains and profile are certified by the native audit run on the output.') + (a.out / 'PORT-STAGE.json').write_text(json.dumps(receipt, indent=2, sort_keys=True) + '\n', newline='\n'); print(json.dumps(receipt, indent=2)) + + +main() diff --git a/research/gauge44-ends7-t16/construction/notri/reproduce_notri.py b/research/gauge44-ends7-t16/construction/notri/reproduce_notri.py new file mode 100644 index 0000000000..a85f2acf15 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/notri/reproduce_notri.py @@ -0,0 +1,166 @@ +#!/usr/bin/env python3 +"""Rebuild the no-triangle gauge44 word (R = 504) and its native locals. + +The no-triangle word is #645's gauge44 chain with none of the four (p,-1) K-triangles. In the six K-blocks +{0,1,2,11,12,13}, the completion priority is extended by the 6-row list PRIO6.json, the list blocks 3-10 already use. +Each block then pairs at rank 4, giving 56 rank-four cold ends instead of 44 (PartialK). + +Input: a fresh `construction/reproduce.py --until word` output directory. Its shadow-early and shadow-prefix words and +its hamming inputs are pinned by reproduce.py itself. Steps, each checked exactly: + 1. gauge-forward: cgx.py, #645's construct_gauge_xcentre.py generalised by PartialK. The extra rows come from XPARAM, + and the K-triangle schedule comes from the TRI file. Run on the triangle set {} with XPARAM = PRIO6.json. + 2. port0-3: port_stage_x.py, PR635's build_port_stage.py with the helper map allowed to be injective rather than onto. + With R = 504 and no triangles, the map is onto again. + 3. regroup: PR635's k492 frame-regroup changes, applied where their `before` gate occurs. For this word none occurs, + and that count (0) is pinned. + 4. hpe: PR635's build_hpe.candidates, taken greedily with disjoint registers, and build_hpe.apply. 46 changes, pinned. + 5. cold44: cold44x.py, #645's build_gauge_cold44.py generalised by PartialK to blocks whose helper list includes the + helpers outside the 224+16b ranges (EXTRAH). 56 cold ends; the 14 pairing ranks are pinned to [4]*14 inside cold44x (PAIRING_RANKS) and rechecked here. The output word content sha256 is pinned (3e99ba77...). + 6. native, ledgers, local-replay, wrappers, phases: PR635's native local programs, as in reproduce.py. +--control-g44 instead runs steps 1-5 with #645's four triangles and no XPARAM. It must reproduce #645's pinned gauge44 +cold44 word (78c7aada...), the same word #645's own reproduce.py builds. This shows the generalised scripts reduce to +#645's constructors. +Apache-2.0. Driver by ColdWitness from PartialK's variant.py; constructors credited above. +""" +import argparse, gzip, hashlib, importlib.util, json, os, subprocess, sys, time +from pathlib import Path + +HERE = Path(__file__).resolve().parent +NOTRI_SHA = '3e99ba778ab8a97853f50912776247802b529439937176363f6c42786163b1f9' +G44_SHA = '78c7aadacb6eec2eeecc124ca236e5bcfdba6a52b30c2971aaa596d1d119b290' +# native-local pins (the strict locals the SPEC was frozen against: PartialK runs/none_p6/local) +CANONICAL_SHA = '4265a3bb7f9b46967dfadfca5f2cc1f5b3e6e8681f16c02590f1b9430c013637' +PROGRAM_SHA = {'forward': '0afda28699e15cf5a5a17aee5475ac608c9fb68b15766d463b93ec8e2df4ae85', + 'backward': '5be6cb4ea7a1da36d7bbe7eb2392873c058dd3cbb3cc2eeadd55ecca9310ca8a'} +CLIFFORD_SHA = '4b5789e43e04d71f02c2d480450ec0b354007d9cf523bda76c7345730806344b' + + +def read(p): + raw = Path(p).read_bytes() + return json.loads(gzip.decompress(raw) if str(p).endswith('.gz') else raw) + + +def enc(x): return json.dumps(x, sort_keys=True, separators=(',', ':')).encode() + + +def dump(p, v): + p.parent.mkdir(parents=True, exist_ok=True); p.write_bytes(gzip.compress(enc(v), mtime=0)) + + +def load(name, path): + s = importlib.util.spec_from_file_location(name, path); m = importlib.util.module_from_spec(s); s.loader.exec_module(m); return m + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True) + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--word-dir', type=Path, required=True, help='construction/reproduce.py --until word output') + ap.add_argument('--out', type=Path, required=True) + ap.add_argument('--control-g44', action='store_true', help='rebuild #645 gauge44 (4 triangles) instead; word only') + ap.add_argument('--skip-phases', action='store_true') + ap.add_argument('--word-only', action='store_true', help='stop after the pinned scalar word (input to construction/layers_np)') + a = ap.parse_args() + out = a.out.resolve(); assert not out.exists(); out.mkdir(parents=True) + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = a.main.resolve() / 'research/complex-k492-owner-repair/vendor/multicold' + base = src / 'vendor/pr558'; parent = base / 'vendor/pr552'; gk = parent / 'complex-local/static44/gk' + structural = a.main.resolve() / 'research/structural-gain/frontier-composition' + wd = a.word_dir.resolve() + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src)) + for k in ('PYTHONOPTIMIZE', 'XPARAM', 'EXTRAH', 'PAIRING_RANKS', 'DIAG', 'HYBBUDGET'): env.pop(k, None) + steps = [] + + def run(label, script, *args): + t = time.monotonic() + with (out / (label + '.log')).open('w') as f: + rc = subprocess.call([sys.executable, '-B', str(src / 'code/run_portable.py'), str(script), *map(str, args)], + env=env, stdout=f, stderr=subprocess.STDOUT) + steps.append(dict(step=label, exit_code=rc, seconds=round(time.monotonic() - t, 3))) + (out / 'STEPS.json').write_text(json.dumps(steps, indent=2) + '\n') + assert rc == 0, label + print('PASS', label, flush=True) + + # 1. gauge-forward on the chosen K-triangle set + tri = read(up / 'data/TRI-SCHEDULE.json') + if not a.control_g44: + tri = dict(full_pairs=tri['full_pairs'], triangles=[]) + env['XPARAM'] = str(HERE / 'PRIO6.json') + (out / 'TRI.json').write_text(json.dumps(tri)) + raw = out / 'raw' + run('gauge-forward', HERE / 'cgx.py', wd / 'hamming', raw, out / 'TRI.json') + word = raw / 'FULL-WORD.json.gz' + # 2. port stages (same chain as reproduce.py) + chain = [parent / 'complex-local/static44/inputs/RAW504.json.gz', structural / 'global-replay/base/split-centres/FULL-WORD.json.gz', + wd / 'shadow-early/FULL-WORD.json.gz', structural / 'multicold-eight-word/FULL-WORD.json.gz', + wd / 'shadow-prefix/FULL-WORD.json.gz'] + for i, (b, c) in enumerate(zip(chain, chain[1:])): + t = out / ('port%d' % i) + run('port%d' % i, HERE / 'port_stage_x.py', '--shadow-input', b, '--shadow-output', c, '--input', word, + '--map', raw / 'HELPER-MAP.json', '--gk-dir', gk, '--out', t) + word = t / 'FULL-WORD.json.gz' + # 3. PR635 frame regroup where its `before` gate occurs + w = read(word); rg = {json.dumps(c['before']): c['after'] for c in read(up / 'data/recipes/k492-jp8-frame_regroup.json')['changes']} + n = 0 + for part in ('A', 'B'): + for i, e in enumerate(w[part]): + k = json.dumps(e) + if k in rg: w[part][i] = rg[k]; n += 1 + sys.path.insert(0, str(gk)); import gk_word as GW, gk_common as GC + GW.V = GC.V = 112; GW.DATA = GC.DATA = 7168 + H = GW.profile(w) + w['report'].update(local_profile={str(k): z for k, z in sorted(H.items()) if z}, local_rank_mass=sum(r * z for r, z in H.items())) + assert n == (24 if a.control_g44 else 0), ('regroup count', n) + dump(out / 'regroup/FULL-WORD.json.gz', w) + # 4. HPE: PR635's candidates, greedy with disjoint registers + h = load('upstream_hpe', up / 'code/build_hpe.py') + used, ch = set(), [] + for c in h.candidates(w): + rs = set(h.regs(w['cleanup'][c['cleanup_index']])) + if rs & used: continue + used |= rs; ch.append(c) + assert len(ch) == (34 if a.control_g44 else 46), ('hpe count', len(ch)) + (out / 'HPE-RECIPE.json').write_text(json.dumps(dict(changes=ch))) + w = h.apply(w, ch); dump(out / 'hpe/FULL-WORD.json.gz', w) + # 5. cold44 (generalised): helpers outside the 224+16b ranges join their blocks + hm = set(read(raw / 'HELPER-MAP.json')['map'].values()) + env['EXTRAH'] = json.dumps(sorted(set(range(224, 224 + w['report']['R'])) - hm)) + ranks = [2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 2, 2, 2] if a.control_g44 else [4] * 14 + env['PAIRING_RANKS'] = json.dumps(ranks) # cold44x asserts every block's pairing rank + run('cold44', HERE / 'cold44x.py', '--input', out / 'hpe/FULL-WORD.json.gz', '--out', out / 'cold44', + '--hamming', wd / 'hamming', '--upstream-package', up) + assert [b['pairing_rank'] for b in read(out / 'cold44/CONSTRUCTION.json')['blocks']] == ranks, 'pairing ranks' + word = out / 'cold44/FULL-WORD.json.gz'; w = read(word) + got = hashlib.sha256(enc(w)).hexdigest() + assert got == (G44_SHA if a.control_g44 else NOTRI_SHA), ('word', got) + rep = w['report'] + if a.control_g44: + print('PASS control: #645 gauge44 word reproduced', got, flush=True); return + assert rep['R'] == 504 and rep['local_rank_mass'] == 5674 + assert rep['local_profile'] == {'1': 2506, '2': 336, '3': 472, '4': 184, '5': 56, '8': 8}, rep['local_profile'] + assert rep['width_inventory'] == {'4': 64, '5': 48, '7': 46, '8': 114, '9': 232}, rep['width_inventory'] + print('PASS no-triangle scalar word', got, flush=True) + if a.word_only: + return + # 6. native locals (PR635, as in reproduce.py) + for k in ('XPARAM', 'EXTRAH', 'PAIRING_RANKS'): env.pop(k, None) + local = out / 'local' + run('native', up / 'code/hpe_audit_and_transport.py', '--raw', word, + '--routing', parent / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz', '--out', local) + assert hashlib.sha256(gzip.decompress((local / 'CANONICAL-WORD.json.gz').read_bytes())).hexdigest() == CANONICAL_SHA, 'canonical word' + run('ledgers', up / 'code/hpe_emit_local.py', local) + run('local-replay', up / 'code/hpe_audit_local.py', local) + run('wrappers', up / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', + local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + checks = read(local / 'LOCAL-CHECKS.json') + for o, s in PROGRAM_SHA.items(): assert checks[o]['sha256'] == s, ('local program', o) + if not a.skip_phases: + run('phases', base / 'code/phases_full.py', local, parent / 'complex-global/vendor531/vendor/clifford') + assert hashlib.sha256((local / 'CLIFFORD-RECIPES.json').read_bytes()).hexdigest() == CLIFFORD_SHA, 'clifford recipes' + print('DONE', local, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/promo/LOCAL-PINS-p6n-k4.json b/research/gauge44-ends7-t16/construction/promo/LOCAL-PINS-p6n-k4.json new file mode 100644 index 0000000000..c43b391a43 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/promo/LOCAL-PINS-p6n-k4.json @@ -0,0 +1,11 @@ +{ + "word": "P6k4", + "layer_controls": 95, + "promo_controls": 11, + "canonical_sha256": "c0c5734a2eb6984ccd1e314dbcea2a6971b9708e5f611aa8912fcf47f02de61d", + "program_sha256": { + "forward": "6cfedac02e899df7fa50a3e38845982a4e9dbc866e9decc4052e011532bdb30f", + "backward": "207d9352aeea7d56a6da865745a1ad756e28531fbf9bcb0cd54950aac7270381" + }, + "clifford_recipes_sha256": "1c1d037d602b503b35f01a65d0ccc07ac63fde9df501b0a61e3e189a44a779de" +} diff --git a/research/gauge44-ends7-t16/construction/promo/PROMO-RECIPE-p6n-k4.json b/research/gauge44-ends7-t16/construction/promo/PROMO-RECIPE-p6n-k4.json new file mode 100644 index 0000000000..3f336c07ea --- /dev/null +++ b/research/gauge44-ends7-t16/construction/promo/PROMO-RECIPE-p6n-k4.json @@ -0,0 +1,971 @@ +{ + "input_content_sha256": "34b683fa08f054fe725704ec15b1c8da42f846430999d14d0cae0fcd42296fe2", + "groups": [ + 627, + 629, + 630, + 631, + 635, + 637, + 638, + 639, + 651, + 653, + 654, + 655, + 659, + 661, + 662, + 663 + ], + "entrances": { + "627": [ + 408, + 80, + 40, + 6, + 1 + ], + "629": [ + 408, + 80, + 40, + 6, + 1 + ], + "630": [ + 408, + 80, + 40, + 6, + 1 + ], + "631": [ + 408, + 80, + 40, + 6, + 1 + ], + "635": [ + 272, + 144, + 96, + 6, + 1 + ], + "637": [ + 272, + 144, + 96, + 6, + 1 + ], + "638": [ + 272, + 144, + 96, + 6, + 1 + ], + "639": [ + 272, + 144, + 96, + 6, + 1 + ], + "651": [ + 390, + 68, + 34, + 24, + 1 + ], + "653": [ + 390, + 68, + 34, + 24, + 1 + ], + "654": [ + 390, + 68, + 34, + 24, + 1 + ], + "655": [ + 390, + 68, + 34, + 24, + 1 + ], + "659": [ + 298, + 170, + 102, + 30, + 1 + ], + "661": [ + 298, + 170, + 102, + 30, + 1 + ], + "662": [ + 298, + 170, + 102, + 30, + 1 + ], + "663": [ + 298, + 170, + 102, + 30, + 1 + ] + }, + "gate_frames": [ + [ + "B", + 420, + [ + 298, + 170, + 102, + 30 + ], + [ + 298, + 170, + 102, + 30, + 1 + ] + ], + [ + "B", + 421, + [ + 298, + 170, + 102, + 30 + ], + [ + 298, + 170, + 102, + 30, + 1 + ] + ], + [ + "B", + 422, + [ + 298, + 170, + 102, + 30 + ], + [ + 298, + 170, + 102, + 30, + 1 + ] + ], + [ + "B", + 423, + [ + 298, + 170, + 102, + 30 + ], + [ + 298, + 170, + 102, + 30, + 1 + ] + ], + [ + "B", + 424, + [ + 298, + 170, + 102, + 30 + ], + [ + 298, + 170, + 102, + 30, + 1 + ] + ], + [ + "B", + 425, + [ + 298, + 170, + 102, + 30 + ], + [ + 298, + 170, + 102, + 30, + 1 + ] + ], + [ + "B", + 426, + [ + 298, + 170, + 102, + 30 + ], + [ + 298, + 170, + 102, + 30, + 1 + ] + ], + [ + "B", + 427, + [ + 298, + 170, + 102, + 30 + ], + [ + 298, + 170, + 102, + 30, + 1 + ] + ], + [ + "B", + 428, + [ + 298, + 170, + 102, + 30 + ], + [ + 298, + 170, + 102, + 30, + 1 + ] + ], + [ + "B", + 429, + [ + 298, + 170, + 102, + 30 + ], + [ + 298, + 170, + 102, + 30, + 1 + ] + ], + [ + "B", + 430, + [ + 298, + 170, + 102, + 30 + ], + [ + 298, + 170, + 102, + 30, + 1 + ] + ], + [ + "B", + 431, + [ + 298, + 170, + 102, + 30 + ], + [ + 298, + 170, + 102, + 30, + 1 + ] + ], + [ + "B", + 432, + [ + 390, + 68, + 34, + 24 + ], + [ + 390, + 68, + 34, + 24, + 1 + ] + ], + [ + "B", + 433, + [ + 390, + 68, + 34, + 24 + ], + [ + 390, + 68, + 34, + 24, + 1 + ] + ], + [ + "B", + 434, + [ + 390, + 68, + 34, + 24 + ], + [ + 390, + 68, + 34, + 24, + 1 + ] + ], + [ + "B", + 435, + [ + 390, + 68, + 34, + 24 + ], + [ + 390, + 68, + 34, + 24, + 1 + ] + ], + [ + "B", + 436, + [ + 390, + 68, + 34, + 24 + ], + [ + 390, + 68, + 34, + 24, + 1 + ] + ], + [ + "B", + 437, + [ + 390, + 68, + 34, + 24 + ], + [ + 390, + 68, + 34, + 24, + 1 + ] + ], + [ + "B", + 438, + [ + 390, + 68, + 34, + 24 + ], + [ + 390, + 68, + 34, + 24, + 1 + ] + ], + [ + "B", + 439, + [ + 390, + 68, + 34, + 24 + ], + [ + 390, + 68, + 34, + 24, + 1 + ] + ], + [ + "B", + 440, + [ + 390, + 68, + 34, + 24 + ], + [ + 390, + 68, + 34, + 24, + 1 + ] + ], + [ + "B", + 441, + [ + 390, + 68, + 34, + 24 + ], + [ + 390, + 68, + 34, + 24, + 1 + ] + ], + [ + "B", + 442, + [ + 390, + 68, + 34, + 24 + ], + [ + 390, + 68, + 34, + 24, + 1 + ] + ], + [ + "B", + 443, + [ + 390, + 68, + 34, + 24 + ], + [ + 390, + 68, + 34, + 24, + 1 + ] + ], + [ + "B", + 444, + [ + 408, + 80, + 40, + 6 + ], + [ + 408, + 80, + 40, + 6, + 1 + ] + ], + [ + "B", + 445, + [ + 408, + 80, + 40, + 6 + ], + [ + 408, + 80, + 40, + 6, + 1 + ] + ], + [ + "B", + 446, + [ + 408, + 80, + 40, + 6 + ], + [ + 408, + 80, + 40, + 6, + 1 + ] + ], + [ + "B", + 447, + [ + 408, + 80, + 40, + 6 + ], + [ + 408, + 80, + 40, + 6, + 1 + ] + ], + [ + "B", + 448, + [ + 408, + 80, + 40, + 6 + ], + [ + 408, + 80, + 40, + 6, + 1 + ] + ], + [ + "B", + 449, + [ + 408, + 80, + 40, + 6 + ], + [ + 408, + 80, + 40, + 6, + 1 + ] + ], + [ + "B", + 450, + [ + 408, + 80, + 40, + 6 + ], + [ + 408, + 80, + 40, + 6, + 1 + ] + ], + [ + "B", + 451, + [ + 408, + 80, + 40, + 6 + ], + [ + 408, + 80, + 40, + 6, + 1 + ] + ], + [ + "B", + 452, + [ + 408, + 80, + 40, + 6 + ], + [ + 408, + 80, + 40, + 6, + 1 + ] + ], + [ + "B", + 453, + [ + 408, + 80, + 40, + 6 + ], + [ + 408, + 80, + 40, + 6, + 1 + ] + ], + [ + "B", + 454, + [ + 408, + 80, + 40, + 6 + ], + [ + 408, + 80, + 40, + 6, + 1 + ] + ], + [ + "B", + 455, + [ + 408, + 80, + 40, + 6 + ], + [ + 408, + 80, + 40, + 6, + 1 + ] + ], + [ + "B", + 456, + [ + 272, + 144, + 96, + 6 + ], + [ + 272, + 144, + 96, + 6, + 1 + ] + ], + [ + "B", + 457, + [ + 272, + 144, + 96, + 6 + ], + [ + 272, + 144, + 96, + 6, + 1 + ] + ], + [ + "B", + 458, + [ + 272, + 144, + 96, + 6 + ], + [ + 272, + 144, + 96, + 6, + 1 + ] + ], + [ + "B", + 459, + [ + 272, + 144, + 96, + 6 + ], + [ + 272, + 144, + 96, + 6, + 1 + ] + ], + [ + "B", + 460, + [ + 272, + 144, + 96, + 6 + ], + [ + 272, + 144, + 96, + 6, + 1 + ] + ], + [ + "B", + 461, + [ + 272, + 144, + 96, + 6 + ], + [ + 272, + 144, + 96, + 6, + 1 + ] + ], + [ + "B", + 462, + [ + 272, + 144, + 96, + 6 + ], + [ + 272, + 144, + 96, + 6, + 1 + ] + ], + [ + "B", + 463, + [ + 272, + 144, + 96, + 6 + ], + [ + 272, + 144, + 96, + 6, + 1 + ] + ], + [ + "B", + 464, + [ + 272, + 144, + 96, + 6 + ], + [ + 272, + 144, + 96, + 6, + 1 + ] + ], + [ + "B", + 465, + [ + 272, + 144, + 96, + 6 + ], + [ + 272, + 144, + 96, + 6, + 1 + ] + ], + [ + "B", + 466, + [ + 272, + 144, + 96, + 6 + ], + [ + 272, + 144, + 96, + 6, + 1 + ] + ], + [ + "B", + 467, + [ + 272, + 144, + 96, + 6 + ], + [ + 272, + 144, + 96, + 6, + 1 + ] + ] + ], + "expected": { + "output_content_sha256": "0390ec65dc4d47df1887aabdc2ec5b6ddea3cfc8e65582873fdfeba81d100073", + "local_profile": { + "1": 2572, + "2": 326, + "3": 430, + "4": 194, + "5": 56, + "8": 8 + }, + "width_inventory": { + "4": 80, + "5": 32, + "7": 54, + "8": 122, + "9": 216 + } + } +} \ No newline at end of file diff --git a/research/gauge44-ends7-t16/construction/promo/build_promotion.py b/research/gauge44-ends7-t16/construction/promo/build_promotion.py new file mode 100644 index 0000000000..f1daad34c2 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/promo/build_promotion.py @@ -0,0 +1,109 @@ +"""Entrance promotions E4 -> E5 of whole kernel groups: deterministic constructor. Apache-2.0. +BlockInvert (Claude Code research agent) for the gauge44 lineage. + +usage: build_promotion.py --input FULL-WORD.json.gz --recipe PROMO-RECIPE.json --out DIR + +The recipe is data only: + input_content_sha256 sha256 of the decompressed input word (pinned); + entrances {helper: frame vectors}: new start frames (each strictly contains the old one); + gate_frames [[section, index, old frame, new frame], ...]: section 'A' / 'B' (main gates) or 'T' + (early_cleanup entry index); the old frame must match the input exactly (as a span); + expected output_content_sha256, local_profile, width_inventory. +The scalar program is unchanged (only frame annotations and start frames move), so the endpoint, the +zero-target-response entrance condition and every cone are those of the input; the independent audit +(audit_local.py) re-checks all of them, plus monotone chains and the recomputed profile/widths.""" +import argparse, gzip, hashlib, json +from collections import Counter +from pathlib import Path + + +def span(vs): + p = {} + for x in vs: + for k in sorted(p, reverse=True): + if x >> k & 1: x ^= p[k] + if x: + k = x.bit_length() - 1 + for j in list(p): + if p[j] >> k & 1: p[j] ^= x + p[k] = x + return tuple(p[k] for k in sorted(p, reverse=True)) + + +def regs(e): return [e[1]] + ([e[2]] if e[0] == 'add' else []) + + +def chain_profile(w): + """paid climbs of the A, B, early-tail and final chains, target ends included (centre descents unchanged, not counted).""" + v, R = w['report']['v'], w['report']['R']; n = 2*v + R + cur = [() for _ in range(n)] + for i, p in enumerate(w['ports']): cur[i] = span([p]) + for r, f in w.get('start_extra', {}).items(): cur[int(r)] = span(f) + prof = Counter() + + def climb(r, F): + assert span(list(cur[r]) + list(F)) == F, ('nonmonotone', r) + if len(F) > len(cur[r]): prof[len(F) - len(cur[r])] += 1 + cur[r] = F + for part in ('A', 'B'): + for e in w[part]: + for r in regs(e): climb(r, span(e[-1])) + for i, f in w.get('early_cleanup', []): + for r in regs(w['cleanup'][i]): climb(r, span(f)) + full = span([1 << i for i in range(9)]) + final = {int(r): span(f) for r, f in w.get('helper_final', {}).items()} + for r in range(n): + if v <= r < 2*v: # targets end at their port hyperplane (as in the independent audit); counted on both sides + climb(r, span([x for x in range(1, 512) if (x & w['ports'][r - v]).bit_count() % 2 == 0])); continue + climb(r, final.get(r, full)) + return prof + + +def widths(w): + v, R = w['report']['v'], w['report']['R']; full = [1 << i for i in range(9)] + return Counter(len(span(w['helper_final'].get(str(r), full))) - len(span(w['start_extra'].get(str(r), []))) + for r in range(2*v, 2*v + R)) + + +def apply(w, r): + nw = json.loads(json.dumps(w)) + for h, F in r['entrances'].items(): + assert h in nw['start_extra'], ('not an entering helper', h) + old, new = span(nw['start_extra'][h]), span(F) + assert len(new) > len(old) and span(list(old) + list(new)) == new, ('not a promotion', h) + nw['start_extra'][h] = list(new) + for sec, i, old, new in r['gate_frames']: + if sec in ('A', 'B'): + assert span(nw[sec][i][-1]) == span(old), ('gate frame mismatch', sec, i) + nw[sec][i][-1] = list(span(new)) + else: + assert sec == 'T' and span(nw['early_cleanup'][i][1]) == span(old), ('tail frame mismatch', i) + nw['early_cleanup'][i][1] = list(span(new)) + old_prof, new_prof = chain_profile(w), chain_profile(nw) + lp = Counter({int(k): c for k, c in w['report']['local_profile'].items()}); lp.subtract(old_prof); lp.update(new_prof) + assert min(lp.values()) >= 0 + inv = widths(nw) + rep = dict(w['report']) + rep['local_profile'] = {str(k): c for k, c in sorted(lp.items()) if c} + rep['local_rank_mass'] = sum(k*c for k, c in lp.items()) + rep['width_inventory'] = {str(k): c for k, c in sorted(inv.items()) if c} + nw['report'] = rep + return nw + + +if __name__ == '__main__': + ap = argparse.ArgumentParser(); ap.add_argument('--input', type=Path, required=True) + ap.add_argument('--recipe', type=Path, required=True); ap.add_argument('--out', type=Path, required=True) + a = ap.parse_args() + raw = gzip.decompress(a.input.read_bytes()); r = json.loads(a.recipe.read_text()) + assert hashlib.sha256(raw).hexdigest() == r['input_content_sha256'], 'input word pin' + nw = apply(json.loads(raw), r) + data = json.dumps(nw, separators=(',', ':')).encode() + x = r['expected'] + assert nw['report']['local_profile'] == x['local_profile'], 'profile pin' + assert nw['report']['width_inventory'] == x['width_inventory'], 'width pin' + assert hashlib.sha256(data).hexdigest() == x['output_content_sha256'], 'output word pin' + a.out.mkdir(parents=True, exist_ok=True) + (a.out / 'FULL-WORD.json.gz').write_bytes(gzip.compress(data, mtime=0)) + print('PASS', len(r['entrances']), 'promoted entrances;', len(r['gate_frames']), 'gate frames;', + 'profile', x['local_profile'], 'sha', x['output_content_sha256']) diff --git a/research/gauge44-ends7-t16/construction/promo/make_recipe.py b/research/gauge44-ends7-t16/construction/promo/make_recipe.py new file mode 100644 index 0000000000..618d609453 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/promo/make_recipe.py @@ -0,0 +1,12 @@ +"""make_recipe.py BASEWORD SOLUTION.json BUILTWORD OUT: discovery-side recipe writer (CP-SAT solution -> data recipe).""" +import sys, json, gzip, hashlib +base = gzip.decompress(open(sys.argv[1], 'rb').read()); s = json.load(open(sys.argv[2])) +built = gzip.decompress(open(sys.argv[3], 'rb').read()); bw = json.loads(built) +key = {'A': 0, 'B': 1, 'T': 2} +r = dict(input_content_sha256=hashlib.sha256(base).hexdigest(), + groups=sorted(int(h) for h in s['newstarts']), + entrances={h: s['newstarts'][h] for h in sorted(s['newstarts'], key=int)}, + gate_frames=sorted(s['changed'], key=lambda c: (key[c[0]], c[1])), + expected=dict(output_content_sha256=hashlib.sha256(built).hexdigest(), + local_profile=bw['report']['local_profile'], width_inventory=bw['report']['width_inventory'])) +json.dump(r, open(sys.argv[4], 'w'), indent=1) diff --git a/research/gauge44-ends7-t16/construction/promo/promo_controls.py b/research/gauge44-ends7-t16/construction/promo/promo_controls.py new file mode 100644 index 0000000000..20ee51f7db --- /dev/null +++ b/research/gauge44-ends7-t16/construction/promo/promo_controls.py @@ -0,0 +1,115 @@ +"""Promotion controls: mutate the promoted word / recipe and require rejection at a pinned site. Apache-2.0. +BlockInvert (Claude Code research agent). + +usage: promo_controls.py --input BASE-FULL-WORD.json.gz --recipe PROMO-RECIPE.json --audit audit_local.py --out CONTROLS.json + +Word-level mutants are checked by the independent audit (audit_local.py, imported from the given path; it shares no +code with the constructor); recipe-level mutants by build_promotion.apply / its pins. Each mutant must raise with the +pinned message prefix; the honest word must pass both.""" +import argparse, gzip, hashlib, importlib.util, json, sys, tempfile +from pathlib import Path +sys.path.insert(0, str(Path(__file__).resolve().parent)) +import build_promotion as B + +ap = argparse.ArgumentParser() +for k in ('input', 'recipe', 'audit', 'out'): ap.add_argument('--' + k, type=Path, required=True) +a = ap.parse_args() +s = importlib.util.spec_from_file_location('audit_local', a.audit); AL = importlib.util.module_from_spec(s); s.loader.exec_module(AL) +raw = gzip.decompress(a.input.read_bytes()); base = json.loads(raw); r = json.loads(a.recipe.read_text()) +assert hashlib.sha256(raw).hexdigest() == r['input_content_sha256'] +honest = B.apply(base, r) +v = base['report']['v'] +tmp = Path(tempfile.mkdtemp()) + + +def audit(w): + p = tmp / 'w.json.gz'; p.write_bytes(gzip.compress(json.dumps(w, separators=(',', ':')).encode(), mtime=0)) + import io, contextlib + with contextlib.redirect_stdout(io.StringIO()): + AL.run(p, tmp / 'r.json') + + +def first_gate(w, h): + for sec in ('A', 'B'): + for i, e in enumerate(w[sec]): + if h in B.regs(e): return sec, i + raise AssertionError(h) + + +results = [] + + +def expect(name, fn, prefix): + try: + fn(); got = 'ACCEPTED' + except (RuntimeError, AssertionError) as e: + got = str(e.args[0]) if e.args else type(e).__name__ + ok = got.startswith(prefix) + results.append(dict(control=name, expected=prefix, got=got[:160], rejected_at_pinned_site=ok)) + print(('OK ' if ok else 'BAD ') + name + ': ' + got[:120], flush=True) + + +# honest +audit(honest); print('honest word: audit PASS', flush=True) +H = sorted(int(h) for h in r['entrances']) +h0 = str(H[0]); E5 = B.span(r['entrances'][h0]); sec, i = first_gate(honest, int(h0)); F1 = B.span(honest[sec][i][-1]) +full = B.span([1 << k for k in range(9)]) + + +def mut(f): + w = json.loads(json.dumps(honest)); f(w); return w + + +# 1. promoted entrance moved to a dim-5 frame NOT inside its first gate frame +def bad_entrance(w): + for x in range(1, 512): + G = B.span(list(B.span(base['start_extra'][h0])) + [x]) + if len(G) == 5 and B.span(list(G) + list(F1)) != F1: + w['start_extra'][h0] = list(G); return + raise AssertionError('no frame') +expect('entrance_outside_first_gate_frame', lambda: audit(mut(bad_entrance)), 'frame not monotone') +# 2. a raised gauge gate of a promoted helper left at its old (E4) frame +old_of = {(c[0], c[1]): c[2] for c in r['gate_frames']} +assert (sec, i) in old_of, 'first gate of a promoted helper is a raised gate' +expect('raised_gate_missing', lambda: audit(mut(lambda w: w[sec][i].__setitem__(-1, list(B.span(old_of[(sec, i)]))))), 'frame not monotone') +# 2b. per promoted group: its first helper's raised entry gate left at the old frame +for hg in H[4::4]: + sg, ig = first_gate(honest, hg) + if (sg, ig) in old_of: + expect('raised_gate_missing_group_%d' % hg, lambda sg=sg, ig=ig: audit(mut(lambda w: w[sg][ig].__setitem__(-1, list(B.span(old_of[(sg, ig)]))))), 'frame not monotone') +# 3. every raised gate kept but one entrance reverted to E4 (report kept): the paid profile no longer matches +expect('entrance_reverted_profile', lambda: audit(mut(lambda w: w['start_extra'].__setitem__(h0, list(B.span(base['start_extra'][h0]))))), 'paid profile mismatch') +# 4. an E4 helper outside the promoted groups promoted alone (no raised gates) +others = sorted(int(h) for h, f in base['start_extra'].items() if len(B.span(f)) == 4 and h not in r['entrances']) +if others: + h1 = str(others[0]) + expect('ungrouped_promotion', lambda: audit(mut(lambda w: w['start_extra'].__setitem__(h1, list(E5)))), 'frame not monotone') +# 5. recipe-level: wrong old frame for a raised gate; non-promotion entrance; input pin +def r_bad_old(): + q = json.loads(json.dumps(r)); q['gate_frames'][0][2] = list(full); B.apply(base, q) +expect('recipe_gate_old_frame', r_bad_old, "('gate frame mismatch'" if r['gate_frames'][0][0] != 'T' else "('tail frame mismatch'") +def r_demote(): + q = json.loads(json.dumps(r)); q['entrances'][h0] = base['start_extra'][h0]; B.apply(base, q) +expect('recipe_not_a_promotion', r_demote, "('not a promotion'") +def r_pin(): # the driver's own __main__ path on a tampered input word (one gate scalar changed) + import subprocess + t = json.loads(raw); e = t['B'][0] + if e[0] == 'add': e[3] += e[4] + else: e[2] = -e[2] + p = tmp / 'tampered.json.gz'; p.write_bytes(gzip.compress(json.dumps(t, separators=(',', ':')).encode(), mtime=0)) + q = subprocess.run([sys.executable, '-B', str(Path(B.__file__)), '--input', str(p), '--recipe', str(a.recipe), '--out', str(tmp / 'o')], + capture_output=True, text=True) + assert q.returncode == 0, q.stderr.strip().splitlines()[-1].split('AssertionError: ', 1)[-1] +expect('recipe_input_pin', r_pin, 'input word pin') +# 6. scalar tamper inside a promoted group's raised gate (frames intact): exactness must fail +def scal(w): + e = w[sec][i] + if e[0] == 'add': e[3] = e[3] + e[4] + else: e[2] = -e[2] +expect('raised_gate_scalar_tamper', lambda: audit(mut(scal)), '') +results[-1]['rejected_at_pinned_site'] = results[-1]['got'] != 'ACCEPTED' +bad = [x for x in results if not x['rejected_at_pinned_site']] +a.out.write_text(json.dumps(dict(recipe=r['expected']['output_content_sha256'], honest='PASS', controls=results, + rejected=len(results) - len(bad)), indent=1)) +assert not bad, bad +print('PASS', len(results), 'controls rejected at pinned sites') diff --git a/research/gauge44-ends7-t16/construction/promo/reproduce_promo.py b/research/gauge44-ends7-t16/construction/promo/reproduce_promo.py new file mode 100644 index 0000000000..6e04aa71b1 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/promo/reproduce_promo.py @@ -0,0 +1,99 @@ +#!/usr/bin/env python3 +"""Rebuild a promoted no-triangle layered word (entrance promotions E4 -> E5) and its native locals. + +Input (--base): `np` = a fresh `construction/layers_np/reproduce_np.py` output (word a9de804f...), or `p6n` = a fresh +`construction/layers_p6n/reproduce_p6n.py` output (word 34b683fa...). Recipe k: PROMO-RECIPE-.json (BlockInvert; +data only; it pins its input word) and LOCAL-PINS-.json. Steps, each +checked exactly: + 1. promotion: BlockInvert's build_promotion.py. It pins the input word and the recipe's output sha, profile and + widths; every old frame must match the input; only frame annotations and start frames move (no scalar change). + 2. promo-controls: BlockInvert's promo_controls.py. The honest word must pass #645's independent audit_local.py, + and its recipe- and word-level mutants must be rejected at their pinned sites (count pinned in LOCAL-PINS). + 3. layer-end-controls on the promoted word, pinned count: ../layers/layer_end_controls.py (LayerReviewer-signed) for + base np; ../layers_p6n/layer_end_controls.py (Q6Reviewer-signed per-end variant) for base p6n. + 4. native, ledgers, local-replay, wrappers, phases: PR635's native local programs; the canonical word, local + programs and Clifford recipes are pinned (LOCAL-PINS). +Moving to another recipe k is a recipe and pins swap; this driver does not change. +Apache-2.0. Driver by ColdWitness around BlockInvert's constructor and controls. +""" +import argparse, gzip, hashlib, json, os, subprocess, sys, time +from pathlib import Path + +HERE = Path(__file__).resolve().parent +PKG = HERE.parents[1] +LAYERS = HERE.parent / 'layers' +BASES = {'np': ('layers/FULL-WORD.json.gz', 'a9de804f194eeb39f52a4c6e54c14d93e881bec4b632694249733ed410b58113'), + 'p6n': ('p6n/FULL-WORD.json.gz', '34b683fa08f0')} # p6n: prefix; full pin is the p6n recipe's output sha + + +def read(p): + raw = Path(p).read_bytes() + return json.loads(gzip.decompress(raw) if str(p).endswith('.gz') else raw) + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True) + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--base', choices=sorted(BASES), default='p6n') + ap.add_argument('--base-dir', type=Path, required=True, help='reproduce_np.py (np) or reproduce_p6n.py (p6n) output') + ap.add_argument('--k', default='p6n-k4', help='recipe id (PROMO-RECIPE-.json)') + ap.add_argument('--out', type=Path, required=True) + ap.add_argument('--skip-phases', action='store_true') + a = ap.parse_args() + out = a.out.resolve(); assert not out.exists(); out.mkdir(parents=True) + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = a.main.resolve() / 'research/complex-k492-owner-repair/vendor/multicold' + base = src / 'vendor/pr558'; parent = base / 'vendor/pr552' + recipe = HERE / ('PROMO-RECIPE-%s.json' % a.k); pins = read(HERE / ('LOCAL-PINS-%s.json' % a.k)) + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src)) + for k in ('PYTHONOPTIMIZE', 'XPARAM', 'EXTRAH', 'PAIRING_RANKS', 'DIAG', 'HYBBUDGET', 'PR635_CODE'): env.pop(k, None) + steps = [] + + def run(label, script, *args, portable=True): + t = time.monotonic() + cmd = [sys.executable, '-B'] + ([str(src / 'code/run_portable.py')] if portable else []) + [str(script), *map(str, args)] + with (out / (label + '.log')).open('w') as f: + rc = subprocess.call(cmd, env=env, stdout=f, stderr=subprocess.STDOUT) + steps.append(dict(step=label, exit_code=rc, seconds=round(time.monotonic() - t, 3))) + (out / 'STEPS.json').write_text(json.dumps(steps, indent=2) + '\n') + assert rc == 0, label + print('PASS', label, flush=True) + + rel, pin = BASES[a.base]; inp = a.base_dir.resolve() / rel + got = hashlib.sha256(gzip.decompress(inp.read_bytes())).hexdigest() + assert got.startswith(pin) and got == read(recipe)['input_content_sha256'], ('input must be the pinned base word', a.base, got) + if a.base == 'p6n': + assert got == read(HERE.parent / 'layers_p6n/COLD-LAYERS-RECIPE-P6N.json.gz')['output_content_sha256'] + run('promotion', HERE / 'build_promotion.py', '--input', inp, '--recipe', recipe, '--out', out / 'promo', portable=False) + word = out / 'promo/FULL-WORD.json.gz' + assert hashlib.sha256(gzip.decompress(word.read_bytes())).hexdigest() == read(recipe)['expected']['output_content_sha256'] + run('promo-controls', HERE / 'promo_controls.py', '--input', inp, '--recipe', recipe, + '--audit', PKG / 'independent/audit_local.py', '--out', out / 'PROMO-CONTROLS.json', portable=False) + pc = read(out / 'PROMO-CONTROLS.json'); assert pc['honest'] == 'PASS' and pc['rejected'] == pins['promo_controls'], pc['rejected'] + routing = parent / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz' + env['PR635_CODE'] = str(up / 'code') + ctlpy = (HERE.parent / 'layers_p6n/layer_end_controls.py') if a.base == 'p6n' else (LAYERS / 'layer_end_controls.py') + run('layer-end-controls', ctlpy, word, routing, out / 'controls') + env.pop('PR635_CODE') + ctl = read(out / 'controls/COLD-END-CONTROLS.json') + assert ctl['status'] == 'PASS_COLD_END_RAW_WORD_CONTROLS' and len(ctl['rejected']) == pins['layer_controls'], len(ctl['rejected']) + local = out / 'local' + run('native', up / 'code/hpe_audit_and_transport.py', '--raw', word, '--routing', routing, '--out', local) + assert hashlib.sha256(gzip.decompress((local / 'CANONICAL-WORD.json.gz').read_bytes())).hexdigest() == pins['canonical_sha256'], 'canonical word' + run('ledgers', up / 'code/hpe_emit_local.py', local) + run('local-replay', up / 'code/hpe_audit_local.py', local) + run('wrappers', up / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', + local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + checks = read(local / 'LOCAL-CHECKS.json') + for o, s in pins['program_sha256'].items(): assert checks[o]['sha256'] == s, ('local program', o) + if not a.skip_phases: + run('phases', base / 'code/phases_full.py', local, parent / 'complex-global/vendor531/vendor/clifford') + assert hashlib.sha256((local / 'CLIFFORD-RECIPES.json').read_bytes()).hexdigest() == pins['clifford_recipes_sha256'], 'clifford recipes' + print('DONE', local, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/reproduce.py b/research/gauge44-ends7-t16/construction/reproduce.py new file mode 100644 index 0000000000..8b51efa646 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/reproduce.py @@ -0,0 +1,194 @@ +#!/usr/bin/env python3 +"""Rebuild the frozen gauge44 delta from two pinned upstream checkouts. + +Prepared for icekylinx with OpenAI GPT-6 Astra assistance. Apache-2.0. +This driver calls the credited upstream constructors unchanged; it runs no +search or optimizer. See ../CONSTRUCTION.md and INPUTS.json. +""" +import argparse +import gzip +import hashlib +import importlib.util +import json +import os +from pathlib import Path +import shutil +import subprocess +import sys +import time + +HERE = Path(__file__).resolve().parent + + +def read(path): + raw = path.read_bytes() + return json.loads(gzip.decompress(raw) if path.suffix == '.gz' else raw) + + +def sha(path, content=False): + raw = path.read_bytes() + if content and path.suffix == '.gz': + raw = gzip.decompress(raw) + return hashlib.sha256(raw).hexdigest() + + +def dump(path, value): + path.parent.mkdir(parents=True, exist_ok=True) + raw = json.dumps(value, sort_keys=True, separators=(',', ':')).encode() + path.write_bytes(gzip.compress(raw, mtime=0) if path.suffix == '.gz' else raw) + + +def load_module(name, path): + spec = importlib.util.spec_from_file_location(name, path) + module = importlib.util.module_from_spec(spec) + spec.loader.exec_module(module) + return module + + +def main(): + assert __debug__, 'Assertions are required; do not use python -O.' + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument('--main', type=Path, required=True, + help='integer-mult-bounds checkout at the pinned main commit') + parser.add_argument('--pr635', type=Path, required=True, + help='integer-mult-bounds checkout at the pinned PR635 commit') + parser.add_argument('--out', type=Path, required=True, + help='new output directory outside both checkouts') + parser.add_argument('--until', choices=('word', 'local', 'phases'), default='word', + help='default: scalar constructor only; local adds exact native replay and wrappers') + parser.add_argument('--frozen-cold', action='store_true', + help='splice the pinned cold recipe instead of deriving its exact Q/T matrices again') + args = parser.parse_args() + roots = {'main': args.main.resolve(), 'pr635': args.pr635.resolve(), 'delta': HERE} + out = args.out.resolve() + assert not out.exists(), 'Use a new output directory.' + assert not any(out.is_relative_to(root) for root in roots.values()) + pins = read(HERE / 'INPUTS.json') + for family, files in pins['files'].items(): + for relative, expected in files.items(): + path = roots[family] / relative + assert sha(path) == expected, ('input pin', family, relative) + out.mkdir(parents=True) + upstream = roots['pr635'] / 'research/complex-571-cold14-st2' + source = roots['main'] / 'research/complex-k492-owner-repair/vendor/multicold' + joint = source.parent / 'joint_prefix' + base = source / 'vendor/pr558' + parent = base / 'vendor/pr552' + gk = parent / 'complex-local/static44/gk' + hamming = source.parent / 'direct_delivery/inputs/hamming' + structural = roots['main'] / 'research/structural-gain/frontier-composition' + runner = source / 'code/run_portable.py' + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', + PYTHONINTMAXSTRDIGITS='0', MULTICOLD_SOURCE=str(source), + GAIN_PR564_SOURCE=str(source)) + env.pop('PYTHONOPTIMIZE', None) + records = [] + + def run(label, script, *arguments): + start = time.monotonic() + log = out / (label + '.log') + print('RUN', label, flush=True) + with log.open('w', encoding='utf-8') as stream: + result = subprocess.run([sys.executable, '-B', str(runner), str(script), + *map(str, arguments)], env=env, stdout=stream, + stderr=subprocess.STDOUT) + records.append({'step': label, 'exit_code': result.returncode, + 'seconds': round(time.monotonic() - start, 3)}) + (out / 'STEPS.json').write_text(json.dumps(records, indent=2) + '\n') + if result.returncode: + raise RuntimeError(label + '\n' + log.read_text()[-6000:]) + print('PASS', label, flush=True) + + def check_word(label, path): + assert sha(path, content=True) == pins['word_content_sha256'][label], ('step pin', label) + return path + + raw504 = parent / 'complex-local/static44/inputs/RAW504.json.gz' + promoted = structural / 'global-replay/base/split-centres/FULL-WORD.json.gz' + multi = structural / 'multicold-eight-word/FULL-WORD.json.gz' + early = out / 'shadow-early' + run('shadow-early', source / 'code/build_cold_kernel.py', '--input', promoted, + '--recipe', source / 'data/EIGHT-COLD.json', '--gk-dir', gk, '--out', early) + early_word = check_word('shadow-early', early / 'FULL-WORD.json.gz') + prefix = out / 'shadow-prefix' + run('shadow-prefix', joint / 'code/build_joint_prefix.py', '--input', multi, + '--recipe', joint / 'data/JOINT-PREFIX.json', '--variant', 'eightcold', + '--gk-dir', gk, '--out', prefix) + prefix_word = check_word('shadow-prefix', prefix / 'FULL-WORD.json.gz') + + inputs = out / 'hamming' + inputs.mkdir() + for name in ('PROTOTYPE.json', 'PACKET-PROGRAMS.json.gz'): + shutil.copyfile(hamming / name, inputs / name) + shutil.copyfile(HERE / 'COMPLETION-PRIORITY.json', inputs / 'COMPLETION-PRIORITY.json') + raw = out / 'raw' + run('gauge-forward', HERE / 'construct_gauge_xcentre.py', inputs, raw, + upstream / 'data/TRI-SCHEDULE.json') + word = check_word('raw', raw / 'FULL-WORD.json.gz') + assert sha(raw / 'HELPER-MAP.json') == pins['helper_map_sha256'] + chain = [raw504, promoted, early_word, multi, prefix_word] + for i, (before, after) in enumerate(zip(chain, chain[1:])): + target = out / ('port' + str(i)) + run('port' + str(i), upstream / 'code/build_port_stage.py', + '--shadow-input', before, '--shadow-output', after, '--input', word, + '--map', raw / 'HELPER-MAP.json', '--gk-dir', gk, '--out', target) + word = check_word('port' + str(i), target / 'FULL-WORD.json.gz') + + changed = read(word) + regroup = read(upstream / 'data/recipes/k492-jp8-frame_regroup.json') + # The inherited changes are B-only and are checked against the actual new gates. + for edit in regroup['changes']: + assert changed[edit['section']][edit['index']] == edit['before'] + changed[edit['section']][edit['index']] = edit['after'] + changed['report'].update(local_profile=regroup['after'], + local_rank_mass=sum(int(r)*n for r, n in regroup['after'].items())) + word = out / 'regroup/FULL-WORD.json.gz' + dump(word, changed) + check_word('regroup', word) + hpe = load_module('upstream_hpe', upstream / 'code/build_hpe.py') + changed = hpe.apply(changed, read(upstream / 'data/recipes/k492-jp8-hyperplane_end.json')['changes']) + word = out / 'hpe/FULL-WORD.json.gz' + dump(word, changed) + check_word('hpe', word) + + target = out / 'cold44' + if args.frozen_cold: + cold = load_module('upstream_cold', upstream / 'code/build_cold_end.py') + changed = cold.apply(changed, read(HERE / 'COLD44-RECIPE.json.gz')) + # Match the exact constructor's descriptive status; this is not an audit assertion. + changed['report']['status'] = 'EXACT_COLD44_CONSTRUCTED_PENDING_INDEPENDENT_AUDIT' + dump(target / 'FULL-WORD.json.gz', changed) + else: + run('cold44-exact', HERE / 'build_gauge_cold44.py', '--input', word, + '--out', target, '--hamming', inputs, '--upstream-package', upstream) + assert read(target / 'RECIPE.json.gz') == read(HERE / 'COLD44-RECIPE.json.gz') + word = check_word('cold44', target / 'FULL-WORD.json.gz') + report = read(word)['report'] + assert report['local_rank_mass'] == 5650 + assert report['local_profile'] == {'1': 2514, '2': 404, '3': 448, '4': 160, '5': 56, '8': 8} + assert report['width_inventory'] == {'4': 52, '5': 48, '7': 34, '8': 114, '9': 244} + print('PASS exact frozen scalar word', word, flush=True) + if args.until == 'word': + return + + local = out / 'local' + routing = parent / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz' + run('native', upstream / 'code/hpe_audit_and_transport.py', '--raw', word, + '--routing', routing, '--out', local) + assert sha(local / 'CANONICAL-WORD.json.gz', content=True) == pins['canonical_content_sha256'] + run('ledgers', upstream / 'code/hpe_emit_local.py', local) + run('local-replay', upstream / 'code/hpe_audit_local.py', local) + run('wrappers', upstream / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', + local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + checks = read(local / 'LOCAL-CHECKS.json') + for orientation, expected in pins['local_program_sha256'].items(): + assert checks[orientation]['sha256'] == expected + if args.until == 'phases': + clifford = parent / 'complex-global/vendor531/vendor/clifford' + run('phases', base / 'code/phases_full.py', local, clifford) + assert sha(local / 'CLIFFORD-RECIPES.json') == pins['clifford_recipes_sha256'] + print('DONE', local, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/slots/RECIPE-SLOTS-k8.json b/research/gauge44-ends7-t16/construction/slots/RECIPE-SLOTS-k8.json new file mode 100644 index 0000000000..acc1a733d6 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/slots/RECIPE-SLOTS-k8.json @@ -0,0 +1,991 @@ +{ + "base_sha256": "db2c7cfb3f8eee2b76c2e0154fc530520fb4d90cd9511a002cab527b16033b83", + "B_delete": [ + 13, + 15, + 33, + 35, + 39, + 47, + 50, + 893, + 895, + 899, + 901, + 907, + 919, + 926, + 928, + 931, + 933, + 934, + 936, + 939, + 941, + 1170, + 1172, + 1178, + 1180, + 1188, + 1204, + 1215, + 1217, + 1218, + 1220, + 1223, + 1225, + 1226, + 1228 + ], + "B_insert": [ + [ + 13, + [ + "add", + 189, + 454, + -1, + 1, + [ + 24 + ] + ] + ], + [ + 15, + [ + "add", + 185, + 455, + -1, + 1, + [ + 24 + ] + ] + ], + [ + 32, + [ + "add", + 122, + 584, + 1, + 2, + [ + 24 + ] + ] + ], + [ + 33, + [ + "add", + 123, + 585, + 1, + 2, + [ + 24 + ] + ] + ], + [ + 39, + [ + "add", + 179, + 587, + 1, + 2, + [ + 30 + ] + ] + ], + [ + 46, + [ + "add", + 146, + 590, + -1, + 1, + [ + 24 + ] + ] + ], + [ + 47, + [ + "add", + 147, + 591, + -1, + 1, + [ + 24 + ] + ] + ], + [ + 839, + [ + "add", + 544, + 236, + -2, + 1, + [ + 385, + 65, + 33, + 24, + 4, + 3 + ] + ] + ], + [ + 840, + [ + "add", + 545, + 238, + -2, + 1, + [ + 385, + 64, + 32, + 24, + 4, + 3 + ] + ] + ], + [ + 855, + [ + "add", + 556, + 454, + -2, + 1, + [ + 258, + 130, + 64, + 33, + 24, + 7 + ] + ] + ], + [ + 856, + [ + "add", + 557, + 455, + -2, + 1, + [ + 259, + 131, + 65, + 32, + 24, + 7 + ] + ] + ], + [ + 883, + [ + "add", + 74, + 584, + -1, + 2, + [ + 260, + 132, + 66, + 34, + 24, + 1 + ] + ] + ], + [ + 883, + [ + "add", + 10, + 439, + -1, + 2, + [ + 288, + 160, + 97, + 24, + 4, + 3 + ] + ] + ], + [ + 884, + [ + "add", + 383, + 585, + -1, + 2, + [ + 260, + 132, + 68, + 36, + 24, + 1 + ] + ] + ], + [ + 884, + [ + "add", + 287, + 434, + -1, + 2, + [ + 289, + 161, + 97, + 24, + 5, + 2 + ] + ] + ], + [ + 886, + [ + "add", + 351, + 587, + -1, + 2, + [ + 294, + 166, + 102, + 18, + 12, + 1 + ] + ] + ], + [ + 886, + [ + "add", + 319, + 436, + -1, + 2, + [ + 267, + 139, + 75, + 43, + 25, + 7 + ] + ] + ], + [ + 889, + [ + "add", + 98, + 590, + 1, + 1, + [ + 258, + 132, + 68, + 34, + 24, + 1 + ] + ] + ], + [ + 889, + [ + "add", + 34, + 444, + 1, + 1, + [ + 289, + 160, + 96, + 24, + 4, + 3 + ] + ] + ], + [ + 890, + [ + "add", + 399, + 591, + 1, + 1, + [ + 260, + 130, + 68, + 34, + 24, + 1 + ] + ] + ], + [ + 890, + [ + "add", + 303, + 446, + 1, + 1, + [ + 288, + 161, + 96, + 24, + 4, + 3 + ] + ] + ], + [ + 1170, + [ + "add", + 122, + 584, + -1, + 2, + [ + 260, + 132, + 64, + 32, + 24, + 2, + 1 + ] + ] + ], + [ + 1172, + [ + "add", + 123, + 585, + -1, + 2, + [ + 256, + 128, + 64, + 32, + 24, + 4, + 1 + ] + ] + ], + [ + 1178, + [ + "add", + 146, + 590, + 1, + 1, + [ + 256, + 132, + 68, + 32, + 24, + 2, + 1 + ] + ] + ], + [ + 1180, + [ + "add", + 147, + 591, + 1, + 1, + [ + 260, + 128, + 68, + 32, + 24, + 2, + 1 + ] + ] + ], + [ + 1188, + [ + "add", + 179, + 587, + -1, + 2, + [ + 262, + 134, + 70, + 32, + 18, + 12, + 1 + ] + ] + ], + [ + 1204, + [ + "add", + 115, + 436, + -1, + 2, + [ + 256, + 128, + 64, + 32, + 18, + 11, + 7 + ] + ] + ], + [ + 1215, + [ + "add", + 189, + 454, + 1, + 1, + [ + 257, + 129, + 64, + 33, + 24, + 4, + 3 + ] + ] + ], + [ + 1217, + [ + "add", + 185, + 455, + 1, + 1, + [ + 256, + 128, + 65, + 32, + 24, + 4, + 3 + ] + ] + ], + [ + 1217, + [ + "add", + 186, + 439, + -1, + 2, + [ + 256, + 128, + 65, + 32, + 24, + 4, + 3 + ] + ] + ], + [ + 1220, + [ + "add", + 187, + 434, + -1, + 2, + [ + 257, + 129, + 65, + 32, + 24, + 5, + 2 + ] + ] + ], + [ + 1223, + [ + "add", + 213, + 236, + 1, + 1, + [ + 256, + 129, + 65, + 33, + 24, + 4, + 3 + ] + ] + ], + [ + 1225, + [ + "add", + 209, + 238, + 1, + 1, + [ + 257, + 128, + 64, + 32, + 24, + 4, + 3 + ] + ] + ], + [ + 1225, + [ + "add", + 210, + 444, + 1, + 1, + [ + 257, + 128, + 64, + 32, + 24, + 4, + 3 + ] + ] + ], + [ + 1228, + [ + "add", + 211, + 446, + 1, + 1, + [ + 256, + 129, + 64, + 32, + 24, + 4, + 3 + ] + ] + ] + ], + "B_frames": {}, + "tail_insert": [ + [ + 6, + [ + "add", + 98, + 590, + -1, + 1, + [ + 256, + 128, + 64, + 32, + 24, + 4, + 2, + 1 + ] + ] + ], + [ + 5, + [ + "add", + 399, + 591, + -1, + 1, + [ + 256, + 128, + 64, + 32, + 24, + 4, + 2, + 1 + ] + ] + ], + [ + 4, + [ + "add", + 557, + 455, + 2, + 1, + [ + 256, + 128, + 64, + 32, + 24, + 4, + 2, + 1 + ] + ] + ], + [ + 3, + [ + "add", + 383, + 585, + 1, + 2, + [ + 256, + 128, + 64, + 32, + 24, + 4, + 2, + 1 + ] + ] + ], + [ + 2, + [ + "add", + 351, + 587, + 1, + 2, + [ + 256, + 128, + 64, + 32, + 18, + 10, + 6, + 1 + ] + ] + ], + [ + 1, + [ + "add", + 556, + 454, + 2, + 1, + [ + 256, + 128, + 64, + 32, + 24, + 4, + 2, + 1 + ] + ] + ], + [ + 0, + [ + "add", + 74, + 584, + 1, + 2, + [ + 256, + 128, + 64, + 32, + 24, + 4, + 2, + 1 + ] + ] + ] + ], + "cleanup_prepend": [ + [ + "add", + 10, + 439, + 1, + 2, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 544, + 236, + 2, + 1, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 319, + 436, + 1, + 2, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 287, + 434, + 1, + 2, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 545, + 238, + 2, + 1, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 303, + 446, + -1, + 1, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ], + [ + "add", + 34, + 444, + -1, + 1, + [ + 256, + 128, + 64, + 32, + 16, + 8, + 4, + 2, + 1 + ] + ] + ], + "local_profile": { + "1": 2412, + "2": 418, + "3": 432, + "4": 142, + "5": 82, + "8": 8 + }, + "expect_sha256": "c2b294300760e1fd6eeab8c22c4d13e4633dca40e52cac8da0d68163a76e3ca8", + "variants": [ + { + "X": 444, + "E": 590, + "hold": [ + 34, + 98 + ] + }, + { + "X": 446, + "E": 591, + "hold": [ + 303, + 399 + ] + }, + { + "X": 238, + "E": 455, + "hold": [ + 545, + 557 + ] + }, + { + "X": 434, + "E": 585, + "hold": [ + 287, + 383 + ] + }, + { + "X": 436, + "E": 587, + "hold": [ + 319, + 351 + ] + }, + { + "X": 236, + "E": 454, + "hold": [ + 544, + 556 + ] + }, + { + "X": 439, + "E": 584, + "hold": [ + 10, + 74 + ] + } + ], + "source": "PR #987 (rohanarun) triangle-hybrid slots, transferred to k8 db2c7cfb by MineB; recipe U10k8", + "note": "early-cleanup gate frames in cleanup are kept as in base (package T-frame convention)" +} \ No newline at end of file diff --git a/research/gauge44-ends7-t16/construction/slots/SLOT-PINS-k8.json b/research/gauge44-ends7-t16/construction/slots/SLOT-PINS-k8.json new file mode 100644 index 0000000000..2702c368f4 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/slots/SLOT-PINS-k8.json @@ -0,0 +1,47 @@ +{ + "base_sha256": "db2c7cfb3f8eee2b76c2e0154fc530520fb4d90cd9511a002cab527b16033b83", + "word_sha256": "c2b294300760e1fd6eeab8c22c4d13e4633dca40e52cac8da0d68163a76e3ca8", + "canonical_sha256": "4ddb29fb9bc6f27e0c0fbfcf19a2a93a3496ad900d0f6d89059d0305c9576c0c", + "program_sha256": { + "forward": "071ecdacc0bb3ac16046aad4119ed551a945cb0ed6c57002a548a3e2232503d8", + "backward": "f36c5831106f5637102c6bedeec76ed2b223c6671ce42fd0eceed9ef24725b23" + }, + "clifford_recipes_sha256": "d0768f2164d5f64a2fdbec422f1cfde4e400818792f1904ca541958377243731", + "slot_controls": [ + "C0_identity", + "donation_after", + "donation_after@236", + "donation_after@238", + "donation_after@434", + "donation_after@436", + "donation_after@439", + "donation_after@444", + "donation_after@446", + "drop_preread", + "drop_preread@236", + "drop_preread@238", + "drop_preread@434", + "drop_preread@436", + "drop_preread@439", + "drop_preread@444", + "drop_preread@446", + "drop_restore", + "drop_restore@236", + "drop_restore@238", + "drop_restore@434", + "drop_restore@436", + "drop_restore@439", + "drop_restore@444", + "drop_restore@446", + "recipe", + "restore_full", + "restore_full@236", + "restore_full@238", + "restore_full@434", + "restore_full@436", + "restore_full@439", + "restore_full@444", + "restore_full@446" + ], + "kappa_decimal": "0.00167166528321877" +} diff --git a/research/gauge44-ends7-t16/construction/slots/verify_slots.py b/research/gauge44-ends7-t16/construction/slots/verify_slots.py new file mode 100644 index 0000000000..fd06b654af --- /dev/null +++ b/research/gauge44-ends7-t16/construction/slots/verify_slots.py @@ -0,0 +1,122 @@ +#!/usr/bin/env python3 +"""Slot layer on research/gauge44-leaver8 with explicit, hash-checked reuse of a completed k8 chain replay. + +Follows the repository's baseline-reuse pattern (cf. research/complex-t37-owners/verify.py --baseline799): +the completed k8 replay is rechecked against the parent package's pins, and only the new layer is rebuilt. + + 1. parent manifest, then baseline: the completed reproduce_leaver_chain.py --id k8 output; its final word and its + canonical/program/Clifford locals must equal CHAIN-PINS-k8 and the final frame recipe's output pin. + 2. slots: the reviewed construction/barch/build_tri.py (unchanged) with RECIPE-SLOTS-k8.json; output pinned. + All per-slot controls (run_controls.py, unchanged) must reject exactly as pinned. + 3. native locals of the new word (the same steps as reproduce_leaver_chain step 9); canonical/programs/Clifford pinned. + 4. independent audit_local on the new word. + 5. strict global replay (verify_global.py) of this package's data on the new locals. +""" +import argparse, gzip, hashlib, json, os, subprocess, sys, time +from pathlib import Path + +HERE = Path(__file__).resolve().parent +PKG = HERE.parents[1] +MUTANTS = ('drop_restore', 'restore_full', 'drop_preread', 'donation_after') # as reproduce_leaver_chain.py +# Complete step receipt of reproduce_leaver_chain.py --id k8 (unchanged driver of the parent package). +CHAIN_STEPS = ['pivot-swap', 'cold44-exact', 'lec-p6n', 'promotion', 'promo-controls', 'lec-promo', 'jx', + 'jx-control-C0_identity', 'jx-control-C1_741_only', 'jx-control-N3_plain_join_moved_reads', 'lec-jx', + 'hybrids', 'hybrid-controls', 'lec-hyb', 'frames', 'lec-frames', + 'native', 'ledgers', 'local-replay', 'wrappers', 'phases'] + + +def read(p): + b = Path(p).read_bytes() + return json.loads(gzip.decompress(b) if str(p).endswith('.gz') else b) + + +def enc(x): return json.dumps(x, sort_keys=True, separators=(',', ':')).encode() +def csha(p): return hashlib.sha256(gzip.decompress(Path(p).read_bytes())).hexdigest() +def fsha(p): return hashlib.sha256(Path(p).read_bytes()).hexdigest() + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True, help='repository root') + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--baseline', type=Path, required=True, + help='completed research/gauge44-leaver8 reproduce_leaver_chain.py --id k8 --out directory') + ap.add_argument('--work', type=Path, required=True) + a = ap.parse_args() + root = a.main.resolve(); work = a.work.resolve(); assert not work.exists(); work.mkdir(parents=True) + parent_pkg = root / 'research/gauge44-leaver8' + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = root / 'research/complex-k492-owner-repair/vendor/multicold' + base = src / 'vendor/pr558'; par = base / 'vendor/pr552' + routing = par / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz' + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src)) + env.pop('PYTHONOPTIMIZE', None) + pins = read(HERE / 'SLOT-PINS-k8.json'); steps = [] + + def run(label, script, *args, portable=True): + t = time.monotonic() + cmd = [sys.executable, '-B'] + ([str(src / 'code/run_portable.py')] if portable else []) + [str(script), *map(str, args)] + with (work / (label + '.log')).open('w') as f: + rc = subprocess.call(cmd, env=env, stdout=f, stderr=subprocess.STDOUT, cwd=root) + steps.append(dict(step=label, exit_code=rc, seconds=round(time.monotonic() - t, 3))) + (work / 'STEPS.json').write_text(json.dumps(steps, indent=2) + '\n') + assert rc == 0, label + print('PASS', label, flush=True) + return (work / (label + '.log')).read_text() + + # 1. parent package and baseline coverage + run('parent-manifest', parent_pkg / 'verify_manifest.py', portable=False) + cp = read(parent_pkg / 'construction/leaver/CHAIN-PINS-k8.json') + fr = read(parent_pkg / 'construction/leaver/FRAME-RECIPE-LV-k8.json') + bl = a.baseline.resolve(); bw = bl / 'frames/FULL-WORD.json.gz'; blocal = bl / 'local' + bsteps = read(bl / 'STEPS.json') + assert [s['step'] for s in bsteps] == CHAIN_STEPS and all(s['exit_code'] == 0 for s in bsteps), 'baseline is not a complete k8 chain replay' + assert csha(bw) == fr['expected']['output_content_sha256'] == pins['base_sha256'], 'baseline final word' + assert hashlib.sha256(gzip.decompress((blocal / 'CANONICAL-WORD.json.gz').read_bytes())).hexdigest() == cp['canonical_sha256'], 'baseline canonical' + chk = read(blocal / 'LOCAL-CHECKS.json') + assert {o: chk[o]['sha256'] for o in ('forward', 'backward')} == cp['program_sha256'], 'baseline programs' + assert fsha(blocal / 'CLIFFORD-RECIPES.json') == cp['clifford_recipes_sha256'], 'baseline Clifford' + for lab in ('lec-p6n', 'lec-promo', 'lec-jx', 'lec-hyb', 'lec-frames'): + c = read(bl / lab / 'COLD-END-CONTROLS.json') + assert c['status'] == 'PASS_COLD_END_RAW_WORD_CONTROLS' and len(c['rejected']) == cp[lab], 'baseline ' + lab + print('PASS baseline', flush=True) + + # 2. slot layer with the reviewed builder and controls (unchanged files from research/gauge44-leaver8) + barch = parent_pkg / 'construction/barch'; rec = HERE / 'RECIPE-SLOTS-k8.json'; r = read(rec) + assert r['base_sha256'] == pins['base_sha256'] and r['expect_sha256'] == pins['word_sha256'] + (work / 'slots').mkdir(); fw = work / 'slots/FULL-WORD.json.gz' + run('slots', barch / 'build_tri.py', bw, rec, fw, portable=False) + assert csha(fw) == pins['word_sha256'], 'slot word' + run('slot-controls', barch / 'run_controls.py', bw, rec, parent_pkg / 'independent/audit_local.py', work / 'slot-controls', portable=False) + res = read(work / 'slot-controls/controls.json') + want = ['C0_identity', 'recipe', *MUTANTS] + [m + '@' + str(v['X']) for v in r.get('variants', []) for m in MUTANTS] + assert sorted(res) == sorted(want) == sorted(pins['slot_controls']) and all(x['ok'] for x in res.values()), res + + # 3. native locals of the new word + local = work / 'local' + run('native', up / 'code/hpe_audit_and_transport.py', '--raw', fw, '--routing', routing, '--out', local) + assert hashlib.sha256(gzip.decompress((local / 'CANONICAL-WORD.json.gz').read_bytes())).hexdigest() == pins['canonical_sha256'] + run('ledgers', up / 'code/hpe_emit_local.py', local) + run('local-replay', up / 'code/hpe_audit_local.py', local) + run('wrappers', up / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + chk = read(local / 'LOCAL-CHECKS.json') + assert {o: chk[o]['sha256'] for o in ('forward', 'backward')} == pins['program_sha256'] + run('phases', base / 'code/phases_full.py', local, par / 'complex-global/vendor531/vendor/clifford') + assert fsha(local / 'CLIFFORD-RECIPES.json') == pins['clifford_recipes_sha256'] + + # 4. independent local audit; 5. strict global replay of this package's data + run('audit-local', PKG / 'independent/audit_local.py', '--word', fw, '--main', root, '--output', work / 'AUDIT-LOCAL.json', portable=False) + assert read(work / 'AUDIT-LOCAL.json')['status'] == 'PASS_INDEPENDENT_EXACT_FORWARD_AND_DUAL_ENDPOINT_FRAMES_ENTRANCES_CONES' + out = run('strict', PKG / 'verify_global.py', '--main', root, '--local', local, '--work', work / 'global', portable=False) + last = [l for l in out.splitlines() if l.startswith('PASS_GAUGE44')][-1] + assert last.split()[1] == pins['kappa_decimal'], last + res = dict(status='PASS_SLOTS_ON_CHECKED_K8_BASELINE', kappa_decimal=pins['kappa_decimal'], strict=last, + baseline=str(bl), steps=steps) + (work / 'RESULT.json').write_text(json.dumps(res, indent=1) + '\n') + print(res['status'], pins['kappa_decimal'], flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/sw4/LOCAL-PINS-sw4-P6k4.json b/research/gauge44-ends7-t16/construction/sw4/LOCAL-PINS-sw4-P6k4.json new file mode 100644 index 0000000000..ae26a0f2f1 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/sw4/LOCAL-PINS-sw4-P6k4.json @@ -0,0 +1,11 @@ +{ + "word": "P6k4sw4", + "sw4_controls": 4, + "layer_controls": 95, + "canonical_sha256": "5f5f163e43e8c21c16e2f10aef0078131d127a1ccacc39e0238d111fbd29f195", + "program_sha256": { + "forward": "36e75fc972766fa42f1b371a055e74976a165c894b816911c3510a88b431ea09", + "backward": "3176ccde98d90e754105e60096598fee348e2455e046290d3674b79dd6b402df" + }, + "clifford_recipes_sha256": "202eeaf5fac0c801b98811c1e140fd0af443090d7f7e05c7b55a4ddc6f6acdab" +} diff --git a/research/gauge44-ends7-t16/construction/sw4/NOTES.md b/research/gauge44-ends7-t16/construction/sw4/NOTES.md new file mode 100644 index 0000000000..2a53ffb3b8 --- /dev/null +++ b/research/gauge44-ends7-t16/construction/sw4/NOTES.md @@ -0,0 +1,21 @@ +# SW4: read-set exchange on 4 entering-copy pairs + +- **Input.** P6k3, sha a38bb414. +- **Output.** sha f35a852b. Strict PASS at κ 0.001659645685315104, which is +3.267e-7 over P6k3 and equal to the ideal. +- **Width.** W 3782 is unchanged, as are start_extra, helper_final, cleanup and the helper numbering. +- **Rebuild.** `python build_sw4.py INPUT OUT [SW4-RECIPE.json]`. It is a deterministic apply of the 16 explicit moves, with 4 pinned controls: C0 (identity), N1 (keeping the pre-read is rejected), N2 (a partial exchange is rejected) and N3 (a wrong-sign pre-read is rejected). + +## Move +For each pair (h,r) in {(461,25), (581,89), (591,415), (603,431)}, where h = E_h + r after h's copy gate: +- every post-copy target read of h becomes a read of r, and that target's entrance pre-read of h is deleted; +- every target read of r becomes a read of h, with the pre-read add(t,h,−c) inserted after h's last pre-read, while h = E_h. + +The B-end state of every register is unchanged (checked mod p). + +## How exhaustive the search was +These 4 are the only positives within an exactly defined family. +- **Copy pair.** h is an entering helper whose first B write is add(h,r,1/1) from a non-target r, and whose only earlier B gates are single target pre-reads. NP has 107 such pairs. +- **Candidates.** Every nonempty subset of one pair's movable reads (target reads of h or r between the copy and the next write of h or r), with all other pairs left unchanged. That is 602 candidates over the 54 pairs that have reads. +- **Outcome.** 564 are frame-illegal. The 38 legal ones are all full single-pair exchanges, and only these 4 are positive. Their gains are additive. + +**What is not covered.** Cross-pair combinations of partial moves were not enumerated. Without a decomposition proof (moves can shrink as well as grow target frames), the result is exhaustive only within this single-pair family. diff --git a/research/gauge44-ends7-t16/construction/sw4/SW4-RECIPE-P6k4.json b/research/gauge44-ends7-t16/construction/sw4/SW4-RECIPE-P6k4.json new file mode 100644 index 0000000000..b9dea4152a --- /dev/null +++ b/research/gauge44-ends7-t16/construction/sw4/SW4-RECIPE-P6k4.json @@ -0,0 +1,314 @@ +{ + "name": "SW4", + "description": "BRoute read-set exchange on entering-copy pairs (h,r); indices refer to the input word B section", + "input_sha256": "0390ec65dc4d47df1887aabdc2ec5b6ddea3cfc8e65582873fdfeba81d100073", + "output_sha256": "d232183f233899961bf55cac67a18545ed33548d9a7ca7078990d1a83d557c59", + "pairs": { + "461": 25, + "581": 89, + "591": 415, + "603": 431 + }, + "moves": [ + { + "kind": "h2r", + "h": 461, + "r": 25, + "read_index": 856, + "target": 168, + "coef": [ + -1, + 2 + ], + "delete_preread_index": 27 + }, + { + "kind": "h2r", + "h": 461, + "r": 25, + "read_index": 1208, + "target": 128, + "coef": [ + -1, + 2 + ], + "delete_preread_index": 26 + }, + { + "kind": "r2h", + "h": 461, + "r": 25, + "read_index": 873, + "target": 129, + "coef": [ + -1, + 2 + ], + "insert_preread_before": 28, + "preread": [ + "add", + 129, + 461, + 1, + 2 + ] + }, + { + "kind": "r2h", + "h": 461, + "r": 25, + "read_index": 1193, + "target": 169, + "coef": [ + -1, + 2 + ], + "insert_preread_before": 28, + "preread": [ + "add", + 169, + 461, + 1, + 2 + ] + }, + { + "kind": "h2r", + "h": 581, + "r": 89, + "read_index": 860, + "target": 171, + "coef": [ + -1, + 2 + ], + "delete_preread_index": 58 + }, + { + "kind": "h2r", + "h": 581, + "r": 89, + "read_index": 1288, + "target": 192, + "coef": [ + -1, + 2 + ], + "delete_preread_index": 59 + }, + { + "kind": "r2h", + "h": 581, + "r": 89, + "read_index": 953, + "target": 193, + "coef": [ + -1, + 2 + ], + "insert_preread_before": 60, + "preread": [ + "add", + 193, + 581, + 1, + 2 + ] + }, + { + "kind": "r2h", + "h": 581, + "r": 89, + "read_index": 1197, + "target": 175, + "coef": [ + -1, + 2 + ], + "insert_preread_before": 60, + "preread": [ + "add", + 175, + 581, + 1, + 2 + ] + }, + { + "kind": "h2r", + "h": 591, + "r": 415, + "read_index": 868, + "target": 139, + "coef": [ + 1, + 1 + ], + "delete_preread_index": 62 + }, + { + "kind": "h2r", + "h": 591, + "r": 415, + "read_index": 1296, + "target": 160, + "coef": [ + 1, + 1 + ], + "delete_preread_index": 63 + }, + { + "kind": "r2h", + "h": 591, + "r": 415, + "read_index": 961, + "target": 161, + "coef": [ + 1, + 1 + ], + "insert_preread_before": 64, + "preread": [ + "add", + 161, + 591, + -1, + 1 + ] + }, + { + "kind": "r2h", + "h": 591, + "r": 415, + "read_index": 1205, + "target": 143, + "coef": [ + 1, + 1 + ], + "insert_preread_before": 64, + "preread": [ + "add", + 143, + 591, + -1, + 1 + ] + }, + { + "kind": "h2r", + "h": 603, + "r": 431, + "read_index": 876, + "target": 131, + "coef": [ + 1, + 1 + ], + "delete_preread_index": 70 + }, + { + "kind": "h2r", + "h": 603, + "r": 431, + "read_index": 1300, + "target": 163, + "coef": [ + 1, + 1 + ], + "delete_preread_index": 71 + }, + { + "kind": "r2h", + "h": 603, + "r": 431, + "read_index": 965, + "target": 167, + "coef": [ + 1, + 1 + ], + "insert_preread_before": 72, + "preread": [ + "add", + 167, + 603, + -1, + 1 + ] + }, + { + "kind": "r2h", + "h": 603, + "r": 431, + "read_index": 1213, + "target": 135, + "coef": [ + 1, + 1 + ], + "insert_preread_before": 72, + "preread": [ + "add", + 135, + 603, + -1, + 1 + ] + } + ], + "kappa_ideal_in": 0.0016603565408383088, + "kappa_ideal_out": 0.0016606836036204419, + "W": 3778, + "profile_in": { + "1": 2572, + "2": 326, + "3": 430, + "4": 194, + "5": 56, + "8": 8 + }, + "profile_out": { + "1": 2548, + "2": 342, + "3": 438, + "4": 186, + "5": 56, + "8": 8 + }, + "width_inventory": { + "4": 80, + "5": 32, + "7": 54, + "8": 122, + "9": 216 + }, + "rejection_expected": { + "N1": { + "changed_registers": [ + 168, + 171 + ], + "n": 2 + }, + "N2": { + "first": [ + "cap", + 1192, + 169 + ], + "n": 10 + }, + "N3": { + "changed_registers": [ + 129, + 130, + 169, + 170 + ], + "n": 4 + } + } +} diff --git a/research/gauge44-ends7-t16/construction/sw4/build_sw4.py b/research/gauge44-ends7-t16/construction/sw4/build_sw4.py new file mode 100644 index 0000000000..617e0ed06d --- /dev/null +++ b/research/gauge44-ends7-t16/construction/sw4/build_sw4.py @@ -0,0 +1,203 @@ +#!/usr/bin/env python3 +"""build_sw4.py INPUT_WORD OUT_DIR [RECIPE] : deterministic, standard-library-only rebuild of the BRoute SW4 word. + +SW4 exchanges the B-phase target read sets of four entering packet copies h and their face registers r +(h = E_h + r after h's copy gate; E_h = h's entering content): + h2r: a post-copy read add(t,h,c) becomes add(t,r,c), and t's entrance pre-read add(t,h,-c) (taken while h = E_h) is deleted; + r2h: a read add(t,r,c) becomes add(t,h,c), and a pre-read add(t,h,-c) is inserted before index insert_preread_before + (right after h's last existing pre-read, still before h's copy gate). +Every register holds the same value at the end of B (checked mod p). Frames: a moved or inserted gate gets the plain join of +its operands' current frames; every other B gate and every early-cleanup tail keeps span(old frame + current operand frames). +Targets must stay inside u_t^perp, and tails and ends must contain the current frame. + +Controls (run on every build; the count is pinned to 4 and all must hold, else exit 1): + C0 the identity recipe (no moves) reproduces the input B and early_cleanup byte for byte; + N1 h2r without deleting the pre-read is rejected by exactness; + N2 a partial exchange (one read only) is rejected by the frame cap; + N3 an inserted pre-read with the wrong sign is rejected by exactness. +Rejection sites are pinned: the recipe's 'rejection_expected' gives, for N1/N3, the exact set of target rows whose B-end +state changes (the mutated target plus its butterfly partner(s)) and, for N2, the first cap violation (kind, B index, +register) and the violation count. Each control must reproduce its pinned site exactly. BUILD.json records the observed +sites under 'rejection'. +Writes OUT_DIR/FULL-WORD.json.gz (sha checked against the recipe) and OUT_DIR/BUILD.json.""" +import sys, json, gzip, hashlib, os +from collections import Counter, defaultdict + +PR = 2147483629 +HERE = os.path.dirname(os.path.abspath(__file__)) +V, HH = 112, 9 + + +def basis(vs): + piv = {} + for a in vs: + while a: + bit = a.bit_length() - 1 + if bit in piv: a ^= piv[bit] + else: + piv[bit] = a; break + for k in sorted(piv): + for j in piv: + if j > k and piv[j] >> k & 1: piv[j] ^= piv[k] + return tuple(piv[k] for k in sorted(piv, reverse=True)) + + +def contained(a, b): return basis(list(a) + list(b)) == tuple(b) +def registers(e): return e[1:3] if e[0] == 'add' else e[1:2] +def hyper(p): return basis([x for x in range(1, 1 << HH) if (x & p).bit_count() % 2 == 0]) +FULL = basis([1 << i for i in range(HH)]) + + +def coef(e): + a, b = (e[3], e[4]) if e[0] == 'add' else (e[2], e[3]) + return a % PR * pow(b % PR, PR - 2, PR) % PR + + +def bend_state(w): + """sparse rows mod p of every register after A + cut + B (identity start).""" + n = 2 * V + w['report']['R']; rows = [{i: 1} for i in range(n)] + for e in w['A'] + w['cut'] + w['B']: + q = coef(e); t = e[1] + if e[0] == 'scale': rows[t] = {k: x * q % PR for k, x in rows[t].items()} + else: + d = rows[t] + for k, x in rows[e[2]].items(): + y = (d.get(k, 0) + q * x) % PR + if y: d[k] = y + else: d.pop(k, None) + return rows + + +def apply_recipe(w, moves, drop_delete=False, wrong_sign=False): + B = [list(e[:-1]) + [list(e[-1]) if e[-1] is not None else None] for e in w['B']] + tag = {}; dele = set(); ins = defaultdict(list) + for m in moves: + i = m['read_index']; e = B[i]; t = m['target']; a, b = m['coef'] + assert e[0] == 'add' and e[1] == t and [e[3], e[4]] == [a, b], ('recipe/word mismatch', m) + if m['kind'] == 'h2r': + assert e[2] == m['h'] + pi = m['delete_preread_index']; g = B[pi] + assert g[:5] == ['add', t, m['h'], -a, b], ('pre-read mismatch', m) + B[i] = ['add', t, m['r'], a, b, e[-1]] + if not drop_delete: dele.add(pi) + else: + assert e[2] == m['r'] + B[i] = ['add', t, m['h'], a, b, e[-1]] + g = list(m['preread']) + if wrong_sign: g[3] = -g[3] + ins[m['insert_preread_before']].append(g + [None]) + tag[i] = 1 + NB, nt = [], [] + for i, e in enumerate(B): + for g in ins.get(i, []): NB.append(g); nt.append(1) + if i in dele: continue + NB.append(e); nt.append(tag.get(i, 0)) + w2 = dict(w); w2['B'] = NB; w2['early_cleanup'] = [list(x) for x in w.get('early_cleanup', [])] + return w2, nt + + +def refit(w, nt): + n = 2 * V + w['report']['R'] + cur = [(p,) for p in w['ports']] + [()] * (n - V) + for q, U in w['start_extra'].items(): cur[int(q)] = basis(U) + for e in w['A']: + for q in registers(e): cur[q] = basis(e[-1]) + prob = [] + for i, e in enumerate(w['B']): + rs = registers(e) + base = [] if nt[i] or e[-1] is None else list(e[-1]) + F = basis(base + [x for q in rs for x in cur[q]]) + for q in rs: + if V <= q < 2 * V and not contained(F, hyper(w['ports'][q - V])): prob.append(('cap', i, q)) + e[-1] = list(F) + for q in rs: cur[q] = F + ne = [] + for i, U in w.get('early_cleanup', []): + rs = registers(w['cleanup'][i]); F = basis(list(U) + [x for q in rs for x in cur[q]]) + for q in rs: + fin = w['helper_final'].get(str(q)) + if fin is not None and not contained(F, basis(fin)): prob.append(('tail', i, q)) + ne.append([i, list(F)]) + for q in rs: cur[q] = F + w['early_cleanup'] = ne + for q in range(2 * V, n): + fin = w['helper_final'].get(str(q)) + if fin is not None and not contained(cur[q], basis(fin)): prob.append(('end', q)) + return prob + + +def profile(w): + n = 2 * V + w['report']['R'] + tail = [w['cleanup'][i][:-1] + [U] for i, U in w.get('early_cleanup', [])] + end = [FULL] * V + [hyper(p) for p in w['ports']] + [FULL] * (n - 2 * V) + for q, U in w['helper_final'].items(): end[int(q)] = basis(U) + start = [(p,) for p in w['ports']] + [()] * (n - V) + for q, U in w['start_extra'].items(): start[int(q)] = basis(U) + cur = list(start); paid = Counter() + def climb(q, U): + U = basis(U); assert contained(cur[q], U), ('monotone', q) + d = len(U) - len(cur[q]) + if d: paid[d] += 1 + cur[q] = U + for sec in ('A', 'B'): + if sec == 'B': + lev = {int(t): basis(U) for t, U in w.get('target_levels', {}).items()} + for q, U in zip(w['centers'], w['center_frames']): + U = basis(U); served = {lev.get(e[1] - V, ()) for e in w['cut'] if e[2] == q} + for T in sorted(served, key=lambda x: -len(x)): + if T != U: paid[len(U) - len(T)] += 1 + U = T + for e in w[sec]: + for q in registers(e): climb(q, e[-1]) + for e in tail: + for q in registers(e): climb(q, e[-1]) + for q, U in enumerate(end): climb(q, U) + widths = Counter(len(end[q]) - len(start[q]) for q in range(2 * V, n)) + return paid, widths + + +def enc(w): return json.dumps(w, sort_keys=True, separators=(',', ':')).encode() + + +def main(): + src, out = sys.argv[1], sys.argv[2] + rec = json.load(open(sys.argv[3] if len(sys.argv) > 3 else os.path.join(HERE, 'SW4-RECIPE.json'))) + raw = gzip.decompress(open(src, 'rb').read()) + assert hashlib.sha256(raw).hexdigest() == rec['input_sha256'], 'input sha mismatch' + w = json.loads(raw); S0 = bend_state(w); moves = rec['moves'] + h0 = moves[0]['h']; one = [m for m in moves if m['h'] == h0] + ctl = {}; why = {}; EXP = rec.get('rejection_expected', {}) + if os.environ.get('SW4_PIN') != '1' and set(EXP) != {'N1', 'N2', 'N3'}: raise SystemExit('recipe rejection_expected must pin exactly N1, N2, N3 (set SW4_PIN=1 to record)') + def diff(S): + d = [q for q in range(len(S0)) if S[q] != S0[q]] + return dict(changed_registers=d[:8], n=len(d)) + w0, nt0 = apply_recipe(w, []); p0 = refit(w0, nt0) + ctl['C0_identity'] = not p0 and w0['B'] == w['B'] and w0['early_cleanup'] == w['early_cleanup'] + m1 = [m for m in one if m['kind'] == 'h2r'][:1] + w1, nt1 = apply_recipe(w, m1, drop_delete=True); d1 = diff(bend_state(w1)) + ctl['N1_keep_preread_rejected'] = d1['n'] > 0 and d1 == EXP.get('N1', d1); why['N1'] = d1 + w2, nt2 = apply_recipe(w, m1); p2 = refit(w2, nt2) + why['N2'] = dict(first=list(p2[0]) if p2 else None, n=len(p2)); ctl['N2_partial_rejected'] = bool(p2) and p2[0][0] == 'cap' and why['N2'] == EXP.get('N2', why['N2']) + w3, nt3 = apply_recipe(w, one, wrong_sign=True); d3 = diff(bend_state(w3)) + ctl['N3_wrong_sign_rejected'] = d3['n'] > 0 and d3 == EXP.get('N3', d3); why['N3'] = d3 + assert len(ctl) == 4 + wn, nt = apply_recipe(w, moves); pr = refit(wn, nt) + assert not pr, ('illegal', pr[:5]) + assert bend_state(wn) == S0, 'B-end state changed' + paid, widths = profile(wn) + wn['report'] = dict(wn['report'], local_profile={str(k): v for k, v in sorted(paid.items())}, + local_rank_mass=sum(k * v for k, v in paid.items())) + data = enc(wn); sha = hashlib.sha256(data).hexdigest() + os.makedirs(out, exist_ok=True) + with open(os.path.join(out, 'FULL-WORD.json.gz'), 'wb') as f: f.write(gzip.compress(data, mtime=0)) + rep = dict(recipe=rec['name'], input_sha256=rec['input_sha256'], output_sha256=sha, expected_output_sha256=rec['output_sha256'], + moves=len(moves), controls=ctl, rejection=why, profile=wn['report']['local_profile'], + widths={str(k): v for k, v in sorted(widths.items()) if k}, W=sum(k * v for k, v in widths.items())) + with open(os.path.join(out, 'BUILD.json'), 'w', newline='\n') as f: f.write(json.dumps(rep, indent=1) + '\n') + print(json.dumps(rep, indent=1)) + ok = all(ctl.values()) and sha == rec['output_sha256'] and rep['profile'] == rec['profile_out'] and rep['W'] == rec['W'] + sys.exit(0 if ok else 1) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/construction/sw4/reproduce_sw4.py b/research/gauge44-ends7-t16/construction/sw4/reproduce_sw4.py new file mode 100644 index 0000000000..cb038e064b --- /dev/null +++ b/research/gauge44-ends7-t16/construction/sw4/reproduce_sw4.py @@ -0,0 +1,87 @@ +#!/usr/bin/env python3 +"""Rebuild the SW4 word (BRoute read-set exchange on four entering-copy pairs) and its native locals. + +Input: a fresh `construction/promo/reproduce_promo.py --base p6n --k ` output directory; its promoted +word is pinned there and by SW4-RECIPE-.json (this package: --k p6n-k4, P6k4 0390ec65..., recipe P6k4). Steps, each checked exactly: + 1. sw4: BRoute's build_sw4.py (standard library only). It applies the 16 explicit moves of SW4-RECIPE-.json: + every listed read of h becomes a read of its face register r and vice versa, with the entrance pre-reads deleted + or inserted. It checks the B-end state of every register mod p, the frame caps, tails and ends, and the output sha + and profile. Its controls C0, N1, N2 and N3 run on every build and must all hold (count pinned to 4). + 2. layer-end-controls: ../layers_p6n/layer_end_controls.py (per-end variant, Q6Reviewer-signed) on the SW4 word; + the count is pinned in LOCAL-PINS-sw4-.json. + 3. native, ledgers, local-replay, wrappers, phases: PR635's native local programs. The canonical word, local + programs and Clifford recipes are pinned (LOCAL-PINS-sw4-.json). +Apache-2.0. Driver by ColdWitness around BRoute's constructor. +""" +import argparse, gzip, hashlib, json, os, subprocess, sys, time +from pathlib import Path + +HERE = Path(__file__).resolve().parent +P6 = HERE.parent / 'layers_p6n' + + +def read(p): + raw = Path(p).read_bytes() + return json.loads(gzip.decompress(raw) if str(p).endswith('.gz') else raw) + + +def main(): + assert __debug__, 'Assertions are required' + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument('--main', type=Path, required=True) + ap.add_argument('--pr635', type=Path, required=True) + ap.add_argument('--promo-dir', type=Path, required=True, help='construction/promo/reproduce_promo.py output') + ap.add_argument('--out', type=Path, required=True) + ap.add_argument('--recipe', default='P6k4', help='SW4-RECIPE-.json and LOCAL-PINS-sw4-.json') + ap.add_argument('--skip-phases', action='store_true') + a = ap.parse_args() + out = a.out.resolve(); assert not out.exists(); out.mkdir(parents=True) + up = a.pr635.resolve() / 'research/complex-571-cold14-st2' + src = a.main.resolve() / 'research/complex-k492-owner-repair/vendor/multicold' + base = src / 'vendor/pr558'; parent = base / 'vendor/pr552' + rfile = HERE / ('SW4-RECIPE-%s.json' % a.recipe); rec = read(rfile); pins = read(HERE / ('LOCAL-PINS-sw4-%s.json' % a.recipe)) + env = dict(os.environ, PYTHONDONTWRITEBYTECODE='1', PYTHONUTF8='1', PYTHONINTMAXSTRDIGITS='0', + MULTICOLD_SOURCE=str(src), GAIN_PR564_SOURCE=str(src)) + for k in ('PYTHONOPTIMIZE', 'XPARAM', 'EXTRAH', 'PAIRING_RANKS', 'DIAG', 'HYBBUDGET', 'PR635_CODE'): env.pop(k, None) + steps = [] + + def run(label, script, *args, portable=True): + t = time.monotonic() + cmd = [sys.executable, '-B'] + ([str(src / 'code/run_portable.py')] if portable else []) + [str(script), *map(str, args)] + with (out / (label + '.log')).open('w') as f: + rc = subprocess.call(cmd, env=env, stdout=f, stderr=subprocess.STDOUT) + steps.append(dict(step=label, exit_code=rc, seconds=round(time.monotonic() - t, 3))) + (out / 'STEPS.json').write_text(json.dumps(steps, indent=2) + '\n') + assert rc == 0, label + print('PASS', label, flush=True) + + inp = a.promo_dir.resolve() / 'promo/FULL-WORD.json.gz' + assert hashlib.sha256(gzip.decompress(inp.read_bytes())).hexdigest() == rec['input_sha256'], 'input must be the pinned promoted word' + run('sw4', HERE / 'build_sw4.py', inp, out / 'sw4', rfile, portable=False) + b = read(out / 'sw4/BUILD.json') + assert len(b['controls']) == pins['sw4_controls'] and all(b['controls'].values()), b['controls'] + word = out / 'sw4/FULL-WORD.json.gz' + assert hashlib.sha256(gzip.decompress(word.read_bytes())).hexdigest() == rec['output_sha256'] + routing = parent / 'complex-local/inputs/phase-baseline/CANONICAL-WORD.json.gz' + env['PR635_CODE'] = str(up / 'code') + run('layer-end-controls', P6 / 'layer_end_controls.py', word, routing, out / 'controls') + env.pop('PR635_CODE') + ctl = read(out / 'controls/COLD-END-CONTROLS.json') + assert ctl['status'] == 'PASS_COLD_END_RAW_WORD_CONTROLS' and len(ctl['rejected']) == pins['layer_controls'], len(ctl['rejected']) + local = out / 'local' + run('native', up / 'code/hpe_audit_and_transport.py', '--raw', word, '--routing', routing, '--out', local) + assert hashlib.sha256(gzip.decompress((local / 'CANONICAL-WORD.json.gz').read_bytes())).hexdigest() == pins['canonical_sha256'], 'canonical word' + run('ledgers', up / 'code/hpe_emit_local.py', local) + run('local-replay', up / 'code/hpe_audit_local.py', local) + run('wrappers', up / 'code/hpe_adapters_local.py', local / 'CANONICAL-WORD.json.gz', + local / 'RESIDUAL-ADAPTERS.json', local / 'WRAPPER-CHECKS.json') + checks = read(local / 'LOCAL-CHECKS.json') + for o, s in pins['program_sha256'].items(): assert checks[o]['sha256'] == s, ('local program', o) + if not a.skip_phases: + run('phases', base / 'code/phases_full.py', local, parent / 'complex-global/vendor531/vendor/clifford') + assert hashlib.sha256((local / 'CLIFFORD-RECIPES.json').read_bytes()).hexdigest() == pins['clifford_recipes_sha256'], 'clifford recipes' + print('DONE', local, flush=True) + + +if __name__ == '__main__': + main() diff --git a/research/gauge44-ends7-t16/data/FRONTIER.json b/research/gauge44-ends7-t16/data/FRONTIER.json new file mode 100644 index 0000000000..70285d4d85 --- /dev/null +++ b/research/gauge44-ends7-t16/data/FRONTIER.json @@ -0,0 +1,36 @@ +{ + "checked_at_utc": "2026-10-13 00:54:29 UTC", + "construction_base": { + "pr": 635, + "commit": "a6895a69f8ad98ab45777b03e9e6f48888c39f6f", + "kappa": "0.001636241501576388" + }, + "latest_pr": 642, + "strongest_reported_pr": 641, + "comparisons": [ + { + "number": 641, + "url": "https://github.com/CrocSwap/integer-mult-bounds/pull/641", + "title": "Conditional κ = 0.001636523543003976: cost-neutral pivot swaps with four entering ends (s4) on PR635", + "head_sha": "ff580ea5407aa427d64233523e46ee0afe24a766", + "head_repo": "jeremykothe2/integer-mult-bounds", + "created_at": "2026-10-13T00:36:30Z", + "updated_at": "2026-10-13T00:36:30Z", + "reported_kappa": "0.001636523543003976" + }, + { + "number": 642, + "url": "https://github.com/CrocSwap/integer-mult-bounds/pull/642", + "title": "Conditional κ = 0.001636472098484378: selective helper-249 dispatch", + "head_sha": "d1154e23e13d85fdbf64d4b41fa20bb0f56a428f", + "head_repo": "vectorsss/integer-mult-bounds", + "created_at": "2026-10-13T00:40:40Z", + "updated_at": "2026-10-13T00:46:54Z", + "reported_kappa": "0.001636472098484378" + } + ], + "new_kappa": "0.001649483702558979", + "gain_over_641_percent": "0.791932362379189601995955118466917211009518325743405547289975", + "gain_over_642_percent": "0.795100881136422911010672021375626721886288268207407873093008", + "scope": "PR641/642 values are their public reported conditional witnesses, not independently replayed here. This delta retains the pinned PR635 construction ancestry and replaces its local supplier and whole-owner dispatch; it does not claim to compose the later pivot swaps or helper249 end." +} diff --git a/research/gauge44-ends7-t16/data/OWNERS.json.gz b/research/gauge44-ends7-t16/data/OWNERS.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..9e9159b3ea99b37621c24eafe27fe5309cdd2e1c GIT binary patch literal 821532 zcmbTdWmuG5)WhDg6R_+cIZnjwNE(N(RieJ)%e~|?A`vT5F-h>D^ zthjHV;{~(4x#J5~NWQo!M$OKi zzdgHgebYX9el>gEa2D))#}lm3{xzfyrF(Lvv_i^?D8-=V4pjrt1AxSe{(yDX&^Lfk zwXl#SWokfi2MHxDJznWRm=fb$7?ujhH?XEiEVfLFm4g7Bn-I6gs!!z8xD^~s3yENI z5CJn2rQ=2TRb!Dxt3_IqTZ716vv!WbMYOnypq(UIaC(a9fk-8-xiEY~n@*AJYBCCL z5o;$cT5bwSXeTze77V}3wo^?D-Vs?YY7N(#i^Zpai%4)2rQ$l2OL|@ny2oKl8 zYF4^BcZG+5sFgGUI(98DY6ZZ0or*DnqQHRalsaS2eG1Y*5Woo=?o2P8EiqWN0K^!p zx0dVxZyY_G;W#`iXTZEDh6{Em&uT279^Z-$poK3%)**(Wg$;O#P{tO~24G=?0^d_& z5K$pNG+Abm790q5AaDT8^hJUlzo`LO-$MVe z&=VJI2`RqA2^AMF-*B=s}Uuy`g;xN_Z+` zp&&5$R>lJRL)a+=wv}`4=t3YZ01vyPXrN=Gr#)iLUGZ-&`-T5F%Ib*08FSD=xKVDKPz6C7GTm!5q0A^tmfDHdz?tBGl z3~!Ac_mzhs_zj@H_^*qw^W5=|u5%Iyym4?V0GP%T1OmP|k`;i%u!;)BT1jipuUh$L z2<079`a}k$qiJ>lGi=JvkD3W0Nj<6xAT4FUW1pyKs}>+G8-TCTK&9FYTNS97P*KSS zKYS)IAOH73MkCeGQhYu&2IU(4JUh|(OAY1FKm7DONnT{wY=9T_S<#3VAU#`XM;-VX zqa!;lWwwaOr*~{X8VprjN(WO;RT(j#M@fpBGTj?Tenth%r9BTsb&PphEmj zjLI|R=*bb{()Z{#_+F6;_5XJ464b(om$mBP-go-~xtlnRRHumFQrl4)r~9RutP$tt z!%Uf9UTpM_SiGAkQKD`Ok$Oa<`ci;jE=T9nHalW0_GyVaNB5iIuEt#vOa?|6=m4%q zNn2C-$02cU$#h}%T!#F&{z@uJpyRojnl&ga8LnViy4<}LGq=0Ck}Of7J^6wJj@R$7JAI&L@77rM_BV5 zgOXC#6D!GQ;q`UxE3NN~*ke0Re~cFi^82C0FO;peNA<`cR)_q`@4626PNI0oen{8lKI+ zMQz-=C#W(H>0Lbd{0b_nD=b6-H+*b4J?7%vP=N6iD^}K_x3kz-+5sQJOhkd9$}vo@ z7BB0d_O95$X!G@?pGaGR=9&-^XUxfIa50LKP}GzLCC9z?P^TT_6CVZVPnhx(88M#Y zqh253HJFTa?CsR4Njc;$_p~OtcOx$?-|GzgYN)7q9E$1X6a=@B1xW6@1Wq6JEy={? zuVdhBR(e_o#C_;)FEneI|06xpURX?q7Wck^CvE?pa}d9(>7Bp6;-fa;-DM}usi`&; zKyr*pFcY2F&+yS7bEB7E?Bj@6Yb8ei??i3kru%GOQy*~KrwQ>0=B`-esm0?vge8+-j3wfqI&`S7dEPB0NFd%v3SIMR)8r`O6Nl!HuKUkp{DtE4 z3P4#xY3aFg^hJ63|3QwN=XHqcj43iz4v08Ejw;ta7D#17MVz;Yu#SQyIba?)pp7u1 zlf9ljmQ6k%-j1QFx~~dS8K%tv@bYrs0N1&GU@MA}wUBj>HI5O-QKnQgDG_NiOPFX#taPT>KGzyQ7t6;W=A+ya(`o>Z5Wm0=-qEa?Qv0%t2YUWAXRa_VFDM+y&4$Q& zW#Ty^X|qv0*C;9}1fzKS!nT1|%r#N#iSzT?`nb^b&fdmqu#VXfMDbH=YUbPCxFOpu z)lZ4cO~%kkq4Z3en&0e?C!{^IKgq^rjuVrcPR4!A1;$d0$CH_EblZ8YbLv1?ATDU* zfw**OPc|O6|3Q5gT^L2#|Ed2VS*~BtjI?J?o^%|=xExC{lifd91AC6P_&4IpuZP-{ z4lT!0)P(57MrSyBt+VQM>sWY#b@I4*NY)`PMHK2A-T%l)vA^#;*TD}xK|BU*m*djo zKGlUvc^a=))i)rM-@bb@<4%VaUcl0s0T`a_PoW7(8P@l1$jAHdJc}J!6e6Tk`D>DU z<4S|CDLvVrL0?iZwC3a)cgGpWlsr#oQPg`Ov;a?KEJcOLrOAK8m3S*18z^|7 z+Ai_wdRn9VduYSVoORv|H!moUjsSfGTfLXa!y0sixkG%Ho>tk+eFRO;I+$|u!K*ZB zvR}%Ej4{yWOh2*3j=^Edog$xf3P;Jsj_^iGyyAO)wAkTQN6Ay{Q=6&;CEzewhlF1< zwGR@v^ao%-MS=54D%hfCpme3Nq&)UmFC`*erChH#)@H(DTI_=%!Eg;4$V(7y<%*2) zdUV7(Rje(DwkD*n$E&Ni+9Knp;Qk#%v?ZaU<8K(ahfuh*443vEq>B?z8$?l7hUCk4$lFAaL4)6H$PTm?@I3U3p1bS~OY@i0 z^BM!yd~NqEwzbgBU<9jvDs*S$%bw-n!h?~0JcEgIodlF_B9x$1E7C?{RWXlA=((O< zzzosyhfRbvbh_R1ldVN^CZlmj?$Z_N=VDbmk4ZkQj?k}28;e!pJt1M_%aUmK{ET+b zV&q(N4&HD;r}#jU{`lLQ*OhZ$aTR^WVoAQ&M)XvgDt+mF66zz;jq#352-gCKGm`B) zEpZ@IEH#5cC&*F%oTjZ)v3o9sGFl_Cxne9()=yyB$(s*@$I9%+xW8M zwmzK0s>wE$$vm9F3!OhCa_Ql0tlke$0?S67_o0K<#eJ$LG=?8I14W&dolB1YQ z29mDW#}l$6eu};s+6#&;5-h0raQg%0(k#{+MdjA0cPmu*GHg?2yuH^MO2FgZ_|G{{}|yx%`8w2m%dwPn}w#{xt#2OxK3 zepg|2Br-q)|Ka}21$hU@8dazudDWT0} z?)dV=koIar+mAZw{6Pe zPbOTsz672eiAgO!_)yKGF?!)q_5PQ*Vq3A(1hX0Gd3-=vsLwZ~c_Ygq)gMfZy>QK| zBiY3VPVK83+Chn+W@Ep1fk(m@w80#4hbNUJ*2nQ~V-jh*awzkS&eLUzG4ZrrS=2fx z>vWlXY%(jOVV9joCp|$U7iyU!Wb&-kl!)Mg;%uEf3p2$v6i0(W_mX&~>t@12gv@b6 zsmw!RQTPA{bD}rm``LSQ>y8M zUnJ)UV&vE$MHK5t6`H^1_c+2VyfRN;hvP>`gPc)pR1KL$dVt)J^Yqwy# zZ;@{~X{o{NT3&3-sPEW6AT%I~nvdLbc~As>umpnJ2=oDt(Ev3l$OtRWJgW2{dX_K5 z7IE`<0#T|1$rXAV0r(mjWMuKrGUm6*!6ulp@u+;>i(^QKCq6)?lWS#kc zzy&iDy4ps{rBKj!4y8yDDs`wUIHb8+=S&kS_4^0WcMddO@ewA)%f?B9&92~gmU+r)W%)A* zg+-}L^lhLv_qQs+E#q*T$eIQ_*s_JM(E1Q_!hX)L`d)PsH^aF6+8=3G33$U2^<(@e zVRHG99;LO+yEhPKtrHZFYvM#5gypf6ckh%`s~&CEuF9VMclc#A4M7)qFz?b7gjXx# zYt=v}#kLTqc64VQgyyl71RcQ!0+pb(y9ce?dgbEqv>4AWFrG-;pXutw(@8&%+<@52 z-sckp`!QF&?b1<5&Gea7*+r>abheQ91W!&2kY#aWv_H_k<(;k{44gE~-#>ZcgH{K| z;1`oeCx3!r_zh(V<5?GzC#Qdc4-Rba-Ln;fEiG4O|FNeJe?CSq9K#U)kA1|9mE0oe z`ak=;lC-WTc^nKp(-~8NlLJ+b8;2#Zat{9@5y5e-fH34>C^*j;%a=}s7`Ii%n1so!3H zeNQ|h!~dm3*r2Q!#VKbOEqPN|dQ^pSZrD6nN*hP6)R6hT5;SdWyP`8Wl{v!@9{2n_ z@*InvP!FkfHEDxkk*91>iX{36Sy}BM^VJG+)Bv(!%V1#-0`B}yp@5@_L|o*sMt*#R z0W{zNs1dV{P=b5vmr3u|Im4U6Genl))JGGc_T(N|x-X(PB0zg6fk|-?4o%&a#uqo$ zuwjdbhW(4$M+wDYkJw90%K(I0Jo(Dw-o&%}J`|a9{)F^rXIY zUyZis^1`DxGaO`ISiB&sFGY|&eEMr`yI%M;z;RveK{X3=_|ZCL8nz;5PfdA zJ1rKtzN;M*5Y@;4wfXqRUw39L;fu7=;7D_t z>RJk}YF|0JqQ&d=L+c5|q4A9@CSftTH|^5lngH}$@l`%PD-iILZQ2#egs~s5bmHff z7qh_7K8FdT25iky4iU8B%ryc|FZ>!mqPFO|vlzid?;%wKX3OXL`1-H4PIHDGT|>1` zNG^-0K$b~uQy^`b-Iy#zEl>`C8beW#Gf5U71w_!6oFW~hvbz>B)2RU^a0e;JWlRKp zX=|+XiEV&?fQzaUhx_9^f3cSH;3=hyOwh{$En(rv*TVd)CiFM~*rE2q{LCg$EZnLO zOzlaV4Umud4JZ0x2J#w=USeIBTR)Z~3TG?7Z8xdkJn>KY!hDGD>wj2%(StC9OE1|n zqORTt^HOl>~JgtsZg1*^PB@yCGTd*n#?`e9dS+%CH7xAs>BqWB;abs3GjO>@@h%o$puOo=M)| ze+sFE@n!lKZUn zK8@&F@jw+l08I;f4$H;39k!jST8$3X>Hm_3_X9BZ{y$TgO^Yx@vOUNtCZ-5r_$>pG z>F|{3XAW9(+T3~Fk>DyNn@%^eHBN4%C-FblJfdu`e$B!~{u!S7WNFh0zMpMS^#+DN zY1=vQ9qLkp5Vg+Hl8(c#c@p5L1?Q&Ffp%)zixGzoL`J|pQbJU)ti;w>xfzYBKi)45 zq9FM|GYx=iNyp;XDEa?0g9O^CgxVkv{dYK^Wc#NfuHL|l1kh) zANki-WRD0y!(21o2NN`=B(34t88fnmA6LiXR15#2T+tdvdA}o*jxf}sG-(f6&3!f2 zx^j*avBt*^NWliY?zoEoc0@@A0Ahw#m2zP;mc?#A{Ydxul}*zsnaoJPI_UOREkq%* z=zJ@D4PVS58J4uIGI?DpePCRb*Jy#|Q;(8>RATd{m zivX^?CGJ&;7pWeAjKwaUzlu0cVI_1q27#@89nBnm76F@St)wmJY35r}aNRg)TB}%y z(qUHkl7bkwxGE;$jkFk_f4{zAP3;Pz;JV0u)zjY9OGA& zQ=Ut~hu=qN-L{PtYQFIQ40N||#6-r5P=0mSWSY&NJv1Bkz&WBB<1a_a%`4e>X=S03 z&Wq0l%SU&jjNbMv`U&%AAWc7(yk;S$P)H7Gd-gaOH30Hu-P4~^R?l;4Eo;D9GkIp* z&Mt|3y&}NyhPm^IOq$ro~WOdk%K1-)GNOg~Zt z;qiDsYWWEl^VhH#(kIkOer(HKkAmj>Gb+2FG(Q7%OD?#Ss%wUr=f>88S$=xUAvSvn ztN;*v@`_;jsq2~hN33wrIz6%hmllgAGks?#VjA@x5X3ppREE=Yr8Bj2;hbB)k81;U{+<$YDxuh}-wN~;6- z=Wl}w4q+%8k>2%khnOAmHB21nGdflOunWh2XrIxlNtFD@9zO`Sy? ziFbJgJc);cLytWs)D{az#oE#fBTzOtrrj4oS$pUN1UfP6HBt%Nj3bMHL$mBXqS}Wf zjCEM4L_OS73K3Z~SfaGh8#Clw%8E${QIv5lC13sA=dVd&pkGn!J!b?nv!X;Kms=8- zCl+cV0P7}`SnaYA1Fq{w1|f&Zf$@uvd{uXnZr^-qL%gL>U+;U_1TxhrYr)Ka1_+4| zk~DF(&|y>|l_ydgO%D9HXcC5`LaZpdJX~tc6Tod}clQonwA|_?7}ieiO8E2zmCqTH z8H;iI@%3SabL# zvba)Ai^V*2-kT;&v;{?||B9;OI$k#Y9aYpqn$6l5NfdEFmI%4>fllPg`l3m+x~R2EZu}BZNAuM zu`4b>A`=u7Pa|l=ELNLPDc4{+*-@xlz7<6KFs46)Ws!N5kn$7TuH(zdcxVf+vFg~y zpaxZsmwt5;;v81=+b(x|2HDO0T{xEQHLCr*Bb4x)ayYX|uO1DwQ33A>e!x#!e!F^f zI2?hOTw_GJr25S(yg)8`Fh|gwlCgXD*oKixwUJjke2k($BW@DLni1$0snixCbpjVk zVm+l6SDlgVGs7DUl?+ELb&h(z4O5|&>(kPQ7PtywaUtJ7QgZPQu5Te?RM}ItkN5Fk z1T{-XPNer!{`jp$gB>FrK$Fe>f>|m+Fv;RnT1>T4*6#4}V{(Ic{6d+sBjr2wq@^%~XQMIjpo95p)zXl-=myro@ME(eb4F;H~>$q|>V4f5ES9hdKVg;`(Zw zG`o$^`3RmNJXb*Fcv-?*HcJtx3UW|!C|Ms0&g|XX;{K(_I3m>;O~{6i=^9<3e@8WPEj0e--Po7Ub|?E7&ynx+3>_t>~LA*zIz;xo3oX*Z&m7+9>Td|>hRsBHT1=2 zZR#{iLGYv?eGlUgZanp`zTx zoeq$`tF&{^6Z_=b)pXz>WGVllZb)Jxn5L8`j^`*nU^nnT8m_S^_W3f6nnXW}x z2EpSzqqL$w*|cs4Go09d>?*$+#1{uElz>Ny(KA6Vex_s<-}BGc{;E}ZThPH|zOEv7 z%SH2h9Zn9?dwo7BbZ#e5FC?KP`7RwNu5W6H_gSf>S9aY;9)vjeHKbAAfJ@t{+De!T zH4VU1$nw!@EdH-4w%bwxPfi9+=Z`(nT|R9%s(;SGo>;4f%f#t>uK$Qw_$wHK0&^3= zNFQ#;j_w)?M9$>+0!!ln2~Fx{j!I8dM6|GBAXbX48Bj(Hz_jvOQPIo?jJ*V@#>eSO9PZQhO)L>^!BSsxmYqb(woIxT3X0Q;TvxmDb!a6K3S5z+&<6jhZjcsk?O|e(r8p4(??b*VE&a=%*6yAbehD&~B6Y)4 zUCZmON7RNNzd;(b6S|9jk$zk^Fy-r?kb0!?x=5*%`Rorgp-fw_02r19n!@Wn zqybSYAv9A>l=WEXt_V6gf#3%QPk=vFY%G;%u`vdG9Y(n>=jNV+;#pa-NDrDIER0tK z$~-`gE|ox`arM5#Az`9Im(b|zU9bVe+uSEKuC1?Qsf`%Prq=e zxb(?xNepefyncuPF$rq2d5P{d93k?#twkEEdX$BX>nJ6*qP(!_g?~@8Vxn zJu^1#7gP`nm&vE`p`jtznKUEo3ND?K6q!Gb{Ks7rl6<2euc~umJ6s3i&!Zqw)yk07 zW!iW*qEi`xRGK9Qm2p^D2oOfo5@^HQEP5ndbPV-%C*qwU@0q7xe+Kk@FqR)B>L4Mp z)K*Km^dilE(fJ=n*xCX3MFY~PT3k*c<#k{S*#fJcZE87v9#>K4U8+4ByodtY{D$7R zO2RKxOD20fbM#zi)~?DvG3OBf>My5jqAePnZ5-*w%kwf`IjDY3R6plL{aI4pP^&2A z6765kSfAY`S`zKIYOs2VOh1=6H7RQOM3YA~EmB#<41_GWg86f83`0d^3-6PY`eO>T zz5-V-)2v_NMQ|9?d_AcMO)7eL>$YoL2NP;n9-u9xJmxV}R65myPT3RgR>O z+-$|9V3=-Lf7GF15t>NDxrry+xO|$qj$VxIiY%Eb^T59MDZT6RkqF>{B`wq>*k{~h zR5Yx%#X)UgO_}vos9Yo(HKhvY_#W9%tO(`kPr$zC7mL3hKPaZ-S_*=a%h>#yx|eNU z?suQ(w!JT*X!rr)D_^gfOh!yIl)gBI8y&+>865sZJ3f=;eku#4|0q?lEHcz8%-N%{ zPcg5`@VHr2j86?3^PPD;}HNNXF6K%?MKqa-7Ez-w9>jI zYQ?9{nN-B|CanDa$1#5^U{mWZa|s8Qh`iX8hLw-9tg{GnTC9Xpk- zWhfCz?y+v53#03Lir+|ZRc3S>&MNkXgG2JYe5q*ZyB6`1($!AXF=6O&O(L${^?cVo@$_o5v}lI4qaV4q5{uWO|z9^0lw(N?TQ|vN&-v zIoCLJ)x8H9u-7sCp*w*kup5t>Mu`Laz4qf)=@$1}B#G3Abn@vU zI*Q$IR4ep>_r2x_=dp+f@_+uIJIsL|J(5p?9BIrSxK;J4MOc?7s0+hL<$|Nl3#4DN z20X8KEF^V8jPFSq8(_f>pZ?kqjoq)qHpNWg4%GpOu(nE7bsItyo6Ld^4^=2)thc=) zyqf;b|A^rx=^EO?tyJQCR(M+U=kxJ*Yi<NM8S)HIBCEB4Q|9qPi8cwKQv9&_C*v^B*w(q| zfyC3!2ri(xPfg^H$zpwOst2IvT_}ESnd-YK3~JU>zCnoiE5(Qnycw4N*k%DQlSQjS zQgnC<19rfCx-Ro&zS{;9v4APZuT{|l^M8Rj{uc51hhd=S*&zYlluOcYb;FWwF}~Dp zF|L%-$8k%MieA}nFce;0H}M@%8IG6^%_1e7S)m*I-8AybtO~PSqPeM(@;O`U(^V%# zT!l`vgZ20jY45bio+0=zY2fFx65?A1Yj#Ao{ao4?Vb|Dc4`0kU`{jfWW?)tC6o=A< z$%)N%Q3>x9d+z)?u#@b9p;L_7$4PJ0MDM!-#}U||T5*2H{7mdIJXtozZTxh(^$SKw zU+zvY$(~(+TM!ERqmZW3l4B0}cJGU4Lf1`m6Y1_YB*5RfVb{hYkKQ~_L)iU*JUBWo z6iL3fRgt>RhZ1mU{xX(}3gj5NT~t1TvZOrY==rLuv%gJ0))r@xe?C6L`e{;QNs%D8 z=+9)gy@ODAG|+<~4@3s`W=XLsO_&@A|cjp(0pFu^F!MQ5!x=vnz#Y9ycw%Z}asMssXcEHw|IrrhCiz+Dk$ zvapX7nh$KA8cS&NxYaW5r5N;xr8v!RhPux1vrK3hN9&`z&~hWSA|5Q*n4pF3`n8d4 zIpoCAaZ^rj+`_(LbZU9EGgKmzVn`MS$|jKEc}9`jQ}4#E0a1+6-|7aRV>sFcg;$mC zb-QM5FdBR?{$i;;#E)KSCq=EZ_=X^rVnp39@q3i{6+a|@u5%F&IWZ=ow+_x^+NMW5 z>s=0`;^&bR4+#aNkg5F24^GOK>p*R2QobzDb3MeE7=ZVD07(?TsDwR40*Be2Iy80L zWjWiB@L_suP|>qgnqC6a1|!l2>qx(t6)$U_iIp?Ld*V9;o|W{*IA=TS)#3V48w_#% zJaDl@p2@Ivyw5NZ(nr}}VPb4$c-9+~WIdV6{qc1UFZT??z{`o=GdoLum`&A+q#Qj- zsMd^58$uTIx){B`VVG;Zq3kfcM z0ocdN60#*<;#OX3bF)|4jLU)3p-g&pSVuIwIg)1fO^+U_vy5vz(A8pp#zN{#`G$;CBfsb+qPaKf1n#WZ3`mcip6xQ9uY4!=$}txX`Sg|L zaN_K~Q&l|a$9x!kjK0s*)MgbkOG(SJRm_ljo@XyJvsCizNjy^}JAV{DrRVwXSP+E> z4$b48e|}2BIeTT5`lxH~-Ti=drP4bI#b=er9;6w+CN=8;PXYnPrT6ywQlCFNK(p`N)#m#LRW`d%zhl10 z0^-9Gh;Z4*>`AxP1D8FHoSAAby7ftOKUuP}!XWhfJmZ{Ci5; zGsBmKozcZxMP;UY7~&0n0z?sK=u!#25d9V$OfGrvx6Q&gnK zZ_E6$ZY}jAAz0DGAD!M=ru8-j58rgur`Eb4bV_mQ;0fht7VJDZ7m(kl+Tg~SfVs(Y zC_{=yu7*ajZ^^I^dlLaqz)z=&m*!Ez-`O3(K2y{4qs;`C0M@V!A4&=3){^A)S#y#2 zL1iAj-==ZKvrk!$Ey*_R2tg3VD2KmujO3UB7HJq$vkzHE)!e~Bn+Ffy4}}>uunI(n zKAoq>rq_5y*l7#Yh+~gDP)0wcN=$&*1Zb2+v8723Bdy%~zJnCs36OPquyLvYQa`H# zx0Hd=faBv>P%~kXD7I}WH&lbP3*mIIECOj0*2YG^wp+dF=A~j+I@^X?g+oSP#S&%r z^>h%$xvhZs#2OO9_{a~wvU%AG(O`LV(!WvR9LN*G<<t7QG{Hgt6X*i&ecZizKLz$`dH4nX{Rs=qUG(!}tGBvcd7AAiwA{F@|H3DA%Aw}}uaJ^sG&LsZ?G@r5mGpxM6Ye( z0-7ah?5DSh+lQC{lr*9xlJ0ZnhX4dT@}lmC!gKjj6 z)z%?J!oD=CnH#H`Sle=6K|A6U@+2;8!lg_T$>yaN{q8esHAc@$7fWzVx8V!v?+W z`MO~D)&X71jyL7#HaV0>ZZe&z`K|aeoE2raFr0QKOl&&*uHKiD!w$_5c)cXlup726 z_Pc1#r)4o7FMdcv4LW+@HN?a#G$}OIZQb;Rq+4~4S!KV`+)d9Vqp7QxNWE3SUEEuW zmzNwfm3Rp;$Lkng!ItFrV%dJeR!}Q@WTg3#0M^ku83d}Y?dUC3q1s<5 zHH^A43O@@~=4f71*>BFbcMvecu-!DCCxAOH>UesNyCaT^ocVrI((v&|^~O{dy*D&c z77s$3o6G2zy^mDe*MN~u2CjB5j*QYRSgz>0vgEuN*3l=!i&t|ZAO9luDn4FX58R!! zP?=h8Xw-dp!uERcwX0TsG5e3>9<&-)Zm89{j7o)4j|VOOqNL!av*@uNJ$!{f%I^7X z{CjcvL^>3+XG@4A;A{duXYqw}Gn^TnT+=BM4)J`k-^{daUa>~NO7o|(BD9=19m=kX zeSbcfp2WxbkTj#;csvF8xR2#2@nmyF`R)nbMG0D!Z6p3q&Q)-FF`*(|M}5rs78AN|Jfu z6?v#921Ls!zw4N7z2A6!pfWvwe%iJoThb&xog%T1_##haQ$osKvm}|mSg&elxgcE{ z5S6%sDoG{BE5HA; z5F>2=Lz?zdpV9hfR+%cGLDAY1xnve|KqOpDJ znB@`4z|DV1Pcq>DA6^m<{Gq>(CB+E1>Gwoq``$5&$xXkG@3SL1h1_vj75iqF^{cAB5Qls=4pT|k z-Qb2oT}4WqKw}9QLdr-*e$8%pV0lO)wukAb2S27owV!i)iQ>NH9%kgazYGw23pz+Gz z+x+Kfq!^t0ADkGF4(Yy<%Ax4zNH0IOJpW5tfxnqDF!i@8@H(a!`*)wM)Ag*}t%@mT zlZ{xKqQDvEH*RdO2b4|ii{eIS$7Z9Ch{ zzssHdYH1dO51&h)hHpF_vTMLzYw|jkTuw8RneFojyIIa6XC^hxNVPBfIh;PQ7T&nA z(k%1z$a9z41AeYdAFjP$42A~(;nn})&i`Wh8H}&|b!OV*<}{-qo5vr_OOR=moS7@| zG^gi$<;VwdPWTU(&qaZgnUF7$E~qQo@V&x8R5EMmuHJDz`p8uyQ1N^QUdr0WGZCpG(11 z@dc<~a6y!nxTfdXM;Xxk(=^GwH2I$l>2(MEnz_h+)pQO2ctCocX1p0VE~5-6^8X^n zW+Sx;G{YpL^42S)hfO`nFmoP0SdPz)3T5!(k(-XIee7f2T17Uds2=c%A|^9Ygp89- z(N((eQ0)d&34}St?Jc`VcqvA`8lkFV5_SP2r9Sxijh*M_<`)Bt!2EQCD)cIal9*%3 zu{q?2v#F^&v!0mtJL6#k`wmg6G!mH= zXGMWIkMqZa=g65_Syc_iRqWawELp6xnO8#oGGj_4BtjGDfZjaV)?XEZWmIws!d9UDWWrpDvshD`OyhZ4HcjH z=|O&Cp?m_6ep#Wzye*;J~f{ksHV)S4Ix z#2{8)eVbm(%p7@yiLpe;YbZd%y*CL_Y|iuQ*^!lvUPbTM+JXxn{xnMyBTEtL3i5P6 zKB5i3-|c7B+xXF2bJ&ax#)ioAq}fUH5$B$y#T?9d^-3Tv`vH;-kn!Nxx^Wu#A)UK} zYKxUqp35__@h(lueC&!+k>L+&0gv!4u>M2YxZ-rgG-dSj>Hc@Lyf5c_iZ~tB)aauW zUrY*-aA}H*P4Hq5=Dzmi)yzpvRb$iJu2T>3qwFNarlb>fo}Dh@w6{g-V`tR<6lG>s zMIVZ)+OWxe9(3s4&=^}40iR;j$;{Mn1OznKIqLGz=SR1lHdg8BjCAd%nEqIcObJpO z#G?80zBKrJXtb!_;im)}&CW?&H>4U9 z0S=n|ktHRKXcTgPhj)WW=Y6Ep>615>{$}h2B@<67H|7W7;>o|u-f4vm)0dBwc$JlcO&_7mwICcA1FYQ-s>_gj6-~;m(L3Q7Xlse4!Nzl_D>};e-4flCy0|MU?TJ$iGnx&>W6T76RZB!uSV7eEv^ztsFYXhL;S&#z%)oXaL$Y0p$yHrytuWi)_>P2RBv#}Z%31n4g-11A|YNFOnU0LK%dugejgU4>1{rWMtPyUpnk~8|O0|o^yYaMjcVK#1w2}Hz&0lkE?d?+Ux_8)v&1j5M6uT~%m_~R}&#aq1Ry$C6L@VAg$qepDMIB?JoBwqT z-OLtSP};<>Hwi`7yW4K86^WBZmlHSY+D>?4Hl=G43fub_g%jQ!-v3F&Yo~7D-*|@>Z;s-PJ&j2syeexW~#4FT_VX2vhk#}toEyyf{0sOjQf(HA-nP&pRwzQ2qES58sw#8}CfA{UoF_2e zP)a^4;)~%3jvq3$={#@*=ecG`FBH3{;t$Eh{7nq46}%j`U#K_?W~u#))>%^VCKoY~ zshU(w+DvZZun>*HH10>ni?cu#q3zHCOYktp84Tbrq{!w2D-;j`pQL$pv zQ@H7-uO)u$rsKJZ)tdW6)j{_>PF&|vj=^^d@yg2fZMq{wsaH<;{o&Eq_2qoVT8z4D2U)E%-Ikb_pEtah|{9r;VLenb0>F+GLfE)OW(lifDTtvo44TKE@3JJx!&T z_)ZU<%_UQkw14LyEnZS#vZAXQy5rdJEQ~OD09TKWl!iIk8C#>@7VCXb3wPK!cFf(Wa{e>)P<3n<$1uG(wXZ_35B7dCG_5lWKF*upHB8PCq>u#rabt zIfC=(IdpV$t)D-1s(ewtlpf=&+gso^Wm4OmCCs=?Of1u^Z}aVEju_+p1%>TJPe|BF zj|8o;yFUKe=zP)XxJ^jo$YD^1-k0zHgkhv=f?gnKsn&sPS)Q|S)O>Ij!#Y)#BW_Vb zEU(KvQY}HTy=#JcElUy;XzXx~g;~)#!y5VANOAAvCq&bPxV}I>q=rI+d(y51940+7 zwZ2a2foE`&8@k8zP$5czQu&v;^pnWT=(46}N~0-CSEe^N33p@aiGY>NbkCUl zdBZt)+j?_Ch;GrZz6esFv13aQ4ALaFuO8d8mS)(rFH2YlyhQyuh_6&Ux0*&6o~@N4DJyuWX> z(1%2YBE-I52K^JntBPNPRm@)^s2ZKEaNGo86moc1-!SJSssZ&`YH?lIV?aP}3D*b6 z32Ta0iOk6a1bSYX$na$JSy@@hc~*uc89WG%B;KvBTeiqK->HbL(uJl;B8CR%=`jr% zI32MDOTM1p9}Ah~jzPLuc7+IR7E;DYzJ5^!y0lX#jjX1_+*h6cBxMdvV6(~%x-X(? zMThnR$&{Nw{d~_eddS#(?klYbobeCpd`qUFM=AgdID6zjwN|Jxd*t?gtu^3P!t(fr zvI7yuX0dUk3SFBFNV1k=xkv@sw>Gh1AJBbe8hb5m_GWQ7*)M`Hl{Mx`N-jP*%A;sL z+dO)4IK?l9AeBAlNop=1d5nK#e`?oO{|IB;hO9E@z*^d-eOh-I`tg6$)(><=lK6hsu@O`1Bd^NenYbBzJANYbHYjN z5Ay%qBKt6#$FV=GKYeLyU_f@jh6IAH+v;pRbx^B9LkaTN{X6qi>kESCR)~mt%WK7S4aWScWKM@vr7PI#B#SWW8lrR9)Eq zO$kE}-8H} zxz=23?S1TH_RQYrb*=yH z(xFI@m62*m>oCMc>FuMQduMa=vkf04j}%Y1n3wzXV%er3lU zJ`~|V&8&pQP9osp&>6tZgu?2kFkc%A6eFR@m9L{4q~w_ive{W-Fd?@1@TQDUWz=NLaG2Q35=X3|Prj6E`3FZ7#kIr*VHSkt4p}d2kgySG_IJ+3&uX zP-194@M-hiLtFH$3R+CrXV|P1lYgXJcAs;E@+I_0RZLIQQ2mwrFT|S0cDxX8d%+R#7MK4cUOLuS0{BFEwp+^<1KH%LG>iY6$ z@dOi7I|SFKzfEx2OY0lO@A{GM+|W`rZ6lq8JH@*P;EFR?Z!+_Cj`oir<4mGZRB1e< zj?{}r;vLS6rsU|dpWf@gZA32zxTZQv5w`0X7f0MnUxBxZNfpw++pdCpma1dE#7(Fg zH#Ew;pt8nMoTt9B%?!ah_((R<~A?uLjVDPgnqyheHk;RF1> z(F2K&>N{m1RKNyk^ul=$lR?c!(29T=Ys7Ag^^;V|{iBDH zMpfY_gz_tCjAF42g^_Dif!&~t9buMmTgV@i*(q3a-=Ry2(Ca|Cb>e2=JdVkVa6nq65R@SE6UD} zU`>?;47#O5<07KoX*7$?S+P#xWk}W+%}&;$2BmY;A`(72La_m1ef9dP@tsai)(T?z z>JxSA#s|Ps>z=xY?gtIzum`YXSJaw8C7Y6+su=&n`id_i{1+D<^%b)1?(2eO$8H{U zu3mHo=9tQgo$Ynshkl{BM2ReYwv8#@)I!Lt*%A`wT;(1dFgV~86(K{aOEJUsgy9ea zgXKF9*#H^XZS z7aup+UY4&>#xyke4L)Uk8QZ_&{;pC)B}S5POe zy8z_@Dz!Xc0Ov3Z z7;1hyv?MkZuv2*iGpKkxAdG_Rh})2SO#Dtu5^36qWBhcc zo#38-4UmPuB`BN&Xf`x~N_||6zZZ}+Vb4gkLjR1sw+!DQ!HGZd+p68z780m| zb49^jf4@}Xm*n5Af#XHN1Ao8NRNQ zFD><;W7WHZuForHGd|Wk{i@5G-@Pz7I6#L2VI_hxUSJ-?ZD)Mo+z3Q@{Jd0}0z_p# z-3?vNvzS*2Ak}tzIF-)tavq-hrF(-`+;Qm2IQvpx7uV2inw3L~N#5E4CS0e6B0TM! zD3{M1>u#XUov3ff`sN^kn_)WbF1MU#KCjYBqV4#w@0kDH<|V@6s-oyf2ZLp{ztnK# z?S=!qRDcOO#9J0pUtK@Q;a;+?FJ2d1{$_USCG>|FFAuyT?eFILajf%)5SU*zyr4bU z&E>zAwlbVbu2I3ZjV{dUrJDAU!P!q{Mmn^#y!N5N+10INkk>viIKGuj!`nBX@L<2? zaGh*UJM*|ZCH3Hd?=2EB5L=%IAW7JvQjC!>G0nM=qncSGxp+e$7aR1Ll_WBD_qE?< zEu3q~C`_1A2`nuFU^amF2Vvla0~)CdN~Kx4esa2A4Hm-U!iEQY59QMeU7)eGD%4oG z6VYh%b7?f)k`#;mt}=Z4;YPm$WG6aYH*z3xJqMHy9@iZA_i&~HtY0}oEyMUeR0{BV z_0Rpg5iWy+BildmT1zCh!Aq0%THFn?|_D{#3XL;7}=Jz zo^(@=KfMz&)(TUG9rJ1W(Rj;mPyVRQ`+!aOMW!~(c!nP-6mj77rDSF5ZlV2QTDKIZw7Hr{(V0cWig zhiS=AK0l+uf1QRQGrhT)%aVO3A(Y}!Y3{_OG`EIZl>OX(d6`~SAEHK0n0YwARUX(W)eD^Rhps9dc8AOFs zZXq)E#S01UpnG!kTZZXfQs8sgSBo?`;Hq4D_qHb=)iEepH9 z14$!-Cvf+DWCG1TQ+4e)G3a#dMD)wBpaixFtH4GvJa-$FMr>sjz! zt;Wf;gaB)D+~VyQY3RMQ!2ZBrOX8dU$qbylH@b{nPLfXbe+B)p3QVS!+tm}F&U> z@%pOgt<I8U@Xab z@MZBX=2Y%vLGO(}slhc3x|JNCqey&*GSWjEV5bSoq)dXHsj!ctl$V{@R8(rU0k=U| zru5rW#k3z`5$quBftX^ClAm`+uGASjzQzs2Z{-OuGdUhSWdoiY^?Dan5aUmBAh-X) znpKmx3czOZK9V6eoQi+CMgA&oyr^DS?Iq%WWVk~1nJRfPV00IcKY^DH2b9E(6XSVX zbw9{W)&)LtOQi$tbcM%=vb+@Bj$dM*{S|(y(eK3WX^YO+kV%_`Z>SnpO?IZ?3tfJJ z;f;E({h5i%$rHv*v0^+rNw}t8Svooz)Fn5QbiQ(VXyE&^bD3K~(kzLNp4P6Lv=xJM zd}Or~Ia0G4juLIbOAW-qw4 z;mND*nbdP%ff+=b=`y2uR<1Dyifz=>(#RXOJrjOZb8MG^#b>=x6%rP(Jeb>U^r5AZ zFzgvxHe66g>dRZV!&CFE@_3ABVdOiD0ssP~!F3`?-8!zly{c``2U(oA-x2GufZN_k zZo}=BC3EBMg-;+7wM}NEG1k))L9=7uoV>1s$t}YaPp;|XbrH*YUIeKcP^e6a42&w? z`^lQ2dxNU2Bvt&hMw;L1L`!Xu-b?yqS(&9@4D*5@FS=A{>E2?gh|N`jsR*-=ciu&P z0}bN8$(?4#vbvU2u5M7vgBsq+04DO*Xf=_u&@qf&)aEke9PO15zgYU>S(>&5q$J{N zb#%l5Hrv%SYPF^GTaD?gZ_lYOw)iQ(bB3Xgy|PdmYV}p=mm2gybV%T~`^pvW2gSx? z^5g56Ww#$8D1xBeTa);b_tqqKg_32!94C3lDdQHknW2u5gU<#Wp2d%e;#XVN{j-R4 zXf9m=3WNO|YlX61@A(1~eX>k)TopK1xYG-nKoZwylzDmcy(=XU6vu9al$#r2fureJ zm}t-tZ85!^GR-Jmz{C9~<0E~G2V$fbM}Dp(iM&+x*n|5staDk!s>eJ)k$RcD5&j-{ z9u=nlV&mKW%wHYn&gPtmXspt;py3B0mOp$@SVDId!PZ8>$0k){#2+jVa191`Xsf0h zY|spS>^_VQ@+N z8Xhq3!K&*cV3)HrjGZu*T{uGDq`mt{^oGB0<;2-n9c@zJ2l9+_T_Gl#lIo>TnNcmuQSko=7$ z*;|1M?>V_)&N>TVyb0ulr6YFi-%-ZbwI|jhD1?=>)sq4R|9*+c$HP{!cRcJp_x^Ja z6vb|x#E)XQFh5Ov2RChbDfcqtx1Qt>K`w zlk~&+xTPNS&@jnCH*NmpT!l$#m>12fw%0#J?t+V=t_-5psIiTUU__f7I1utR_U!I( zz2lvEn&&jGDQuS#g@*9N2GGlDio?WbuZ#J&&q)5>194@Je|%zS*DtrFi)f&77t*Z* zO~@qY&5!+?{;n@oHx#RZ6cb$nO#Y@MqoD#y?Pb<(ZFrSeC~jp1QY}VQD^1$)|DpjZ zw~mG1r+BSuX9g<1*o;j%JB^5V5-^!@Oc}In@(n95(&ty3M9(zw$Q(HdF_x3#nO5h) zohF>VwRY3BbA$a5l%xNo*)gR+(2QP+%h0P+=Xl)fw~B>P-DPoG+-(^~i3{@BaPuD$V5TBJ20B&0*W?i|doZ<(lCER;y*UxGwT@s`;z- zpEo+ogS@c$tEt}#3eUNXnSBngZ9>B)uTJp(ml{jfo!X^$tm)TfbshrlHN5^K@nIQQ z*&PLN51xhsYrNURnl5h~Llt+f*_BcNa6)L|4|1x3VhZaVJQLOM96>S^cAtGW1Rn!? zilC;4-l2WSz6DZQ?-rJ>MdFI6&@&RoYDTJYA%FIan~ZbyKqxUIMhF1a${x@|S+87N zSEL!aaYsv=FlHbUN|;W}E5b(2NQ~yvU@gLEt3KyKc(MnCQ_7l_4@5xkq!Zk&i_=Ts zyCu1@`+nE_ACl|ef@#oq+P@*AsBI8jWmc8OUkDEi#}XS&#t(6y4Y$Q2ZKHf)Eepj- zz=3T)n2vM-EF!Y+Irk`fL@D&Siav{%FgpV&_PTKN05Y(a6ktH&J~x68^%}F{Boj=( zQr+mA0V>ZZUOkNGBLw2|HBidH$^Nwqh1S+)fOneUKsHIs82)-0^QfCP%VMO(!yv_G@p{idt$ZA_wB%v?sz9 zacSF<1qGE`6XC^#!vvVM-p$wwwPMFUN3audHWQjQ2I|}>t!m({GF39(zyTvgQE%5Z zt>rm#n3(?%E3VciZmp-HyE91I^YE=;zN@=AHFI6%?6iqTTaO1oJgv60^;z|fT8CH; zBpcXzta=NPBx+E|%EULuOmzzL6OqhKIX=&qY7bzv(*4{s-`iX{fg(;^!?}Ec25R%q zXI3tz>G=hN+wm98qcqb9eded5*GSw*SNIK_8moT3xVcl*jqDfK;!>3q)+I_Zv8)GD zM@KJR3`}})^2#aJ-1{cWYNNR&v^X(!9WFU7q!CG3Gvixj?WDYXwy3d5>NWS$wX#>p zM+#bYeXHvInhz=VgR?5YaZEHkYHF{~C+6H+92+!62%SQ1dxIV`P*c>-KXZzf8bOBN zIM+_B&d5mR3#Y6VA;UM-&FuTO1hAT>dK41PoQ{0Z?N|U7V!_dAzP2Ne@e|~EeM{q! z<#h`&`~*Dwu1P&+lja)+qh)Z8VP(7)pi^J;-&_#Niii}Y4RNXSiwb(oOifd_=al%4 zsiK*xjzUqQiSpX&`0z-T=#z<$FU-ZnRlh=)59alAV;g1U%28C5^x|1%*i!!nEe;S7 z0}nB|)N`vk&Jms20n}Aq_^3v?>$3p{ zNm{HpTkCI+>Ig0ij&SsiFhm`Q!?P|HNnh|IV~%6h5K)n=vzog*8Y*f=MF1OYl=s zr08Mn#LPB}nClG@b#@)2==`4!y8!_Zbxs|#=se1o)Q?@i84vA1KcR4(V`Nn3jMTNJRl+|NrGR%X0~pUY1;2_@U!gIr?=nXxbkCf2~Y4a**-ov zgo?<<4C;P}gi=mvt-J2UBzbVCzSx1L$f(`+sweEK59&_TP4OXb7#FncDtDrvR;4lW zRxrJkQR8{5g__n7>7@ItV^QZwXz(r3m9@su8$;-tW=qT@DFaoz&slm3Xw%D}t3c}WAs*q2C_*oL9vL_FTv zgl1)w;C6|r&jJo_G&C#XVcaG7+D=HaG?)72_Yj`83hKW0b{iJPMnp^!u*HH*rw$tfjE6*;Tm{LtTW9Dig zbXNwdG>$28d`o_yBVX03?U=%Eb4d#V8g;+8`TniKwcCmRBJ>b#+~LT72akzDKPW~J zBD^eD$0j2FCWVh8f|p#llevMS@%pUog=H*FP74k_?em0t)~|83o$y)k4u5rgGLMM3 z7yhuSsRgG(svBld8g=&p##9kaQQM^68R?C*~Ph2iqlq4Adn`Ovg8dBn4p}c z9Hu%d;~S}?k$*?5EI|}SBNLCy>{w2+T81y%$zkH>9M=a#4VQNWYWk*`H7nm1$SUnZD2A!ynjC6tLIa73$$<{s3lJiN85snoUsi zgF+ZRPTf5BP~K$WT}&r_I0f>x&Uo%AZTMpk*ihd4s`>Sh_5D?O_pn2yk(pv2iL8N$ zGvg*QV|K?o!bDwH6(q+YEMPniIBV#!4#U!!3_I|Enftv{@~MB#z7^;dYoK9q|26I0 zdhy_el22{k9{UW!dHRdw(}QhNWRacKT>6>7SkQ zPyNZ;!;3)J>8F$QA^?guUz;2M_>gzK_}QY;Q`$VsAHbqwM^DHjY3IO|Wkw#r6FqP0 z+zknH%Fh8_FU^)Jwr}2f*yiMG=sD(D&H}+Uo{&y^mq2qM7)|~ME zN%NbI-oDwo>Y22M{-pQR@UIyuz-cNg+pLJYDE&9d?rWXnd4Mo0ES*-ppI7h#;KObi zE)@}30})R(Q(y8 z3cf3`@89AlT%i{!?2t7{DO7aH`l3I=tt+57KsdhCGlxEFfBJi*)EoNnuWX)hCc*sfC`FZ@+NzMq;Lh!kb*^oAhAw@H3 zZgY(Qhid@H9prQ%U7!G0+fo}vm!g?C=Ky?A)<2Cn@&D4D3q#Z+x<|~6M^e=G+e{-t z8&Mhl0V7wsFA#;Y2SOq%PlnX)D+PJa1ch6Kv4usc5h&ejn~((>AJ(sS=@Dv@fq!fE zk9k51$s&xsOa1<~{Rv&UdPwhm*z@H0#s?@-at$YyHf*RQIVRCH4`+j^-eadMu1azz z3}r782gi?7tIs)Y5#Ug(TV%w2`=16^uizGij!pEaC2-a@)8Za2Kx5H3l)c;izlIT4 zl7x=j6lPT-=3$y}uQbuue=$I}d$MvCl&qOIDIuC7S!8Gu2&qX_%SVdgy@%cA9RPz| z;``WbQX_v3p!-IIW&O(%=;k9yf7b&{W+;y@06ShOijK^Uqa1E5 zWQl66!FI-h-(QuJB{;hiu7>rUE9vrpeS{7RirpP0y!KTy=i0N3aG<})V*qKvt|Wz!Eza^BVyYHrb##-v zNtQH&k4LZU90UY1=#ZG`enU-qFK~8axc#0b znsS@I3}I4b*2-yJuKO0a(xJY>Fbj@Cj8Ua)59XUI1M!^o%y}*3(dc zON4;p+iz!ZnJvpc=@QO?CUm!}aG9EVIsSfSMqk~EEkvG%cs^QwVyAlxw(tk=G%0=d zm5?v$S8?23?{gfoy6MUu z1KAx%2>ZKm0qnpjYP+1D17%XETYWTTGqC$V+GIjo5;`GjtaDjW&g5cTA#2WwXWJyw zA#=xzb2Db?WvAn##LY)KYn{AxUeDZ2zu5X5&wzm^MqX8N6zOOY zJvDV54bL<(Jeo>ROb3MrWxqcrG9Rg7A zOVV>DG$*)Nf=aP?-J|O^d?$Fn90OlVI$YgQP(9%xyCK;_eGLi2z$W8WKB&giFI?T% z=6cy3`Kvn6bYy^;Nw(_GTq>T@dcUw9h6~I8(E}7+o*%??oxA&ufvXE4#GIsq$p6VF zPTTJ@*kTDr&9iELS^-D2=*9R)K^ET4ncJ?#YmeTJ?OHhTe(NOSer?gemoKPmDYEFI zq=})53&nXsF&gaJ$9kps8Qbz}dj*x^&ZqAXWn0D*Oz}JRrQDQu61CxQ&sHH1h9)gd zaM|ND^8<)L)26LPZ@6uFV#D13+(pkJu>j5~8oU2N46>(PLI0_2){&0~Nb8E#s;ZWS z_^M4RvOFlICO*U=<4G}$;QU-rFHTTM?RlM%D~yy@GcmP+w4wpzTAHaM`KsjZBR=s! zzgH^gR{wjiM(Cl@nqYmw%m+yYmKbN8FZ(_ov|3lEZT>0c&pQQmZFem#uU1H6*%Yx0 zVy<+vZvqlC>GE!$0M>#khyQe_eFA(s3W>wWN${;39j$W>|IdsjAHVZ0&NoV-PZhq0 zWlXIdiPuwi>&PesTSg$$U_x?pc?o$HN~9{NtS)&GuRzW`)Jg6Vs*0f zh(2ey1pQSo*?!mZ50+bv5y#j5H2%e5wp3W}dhz~Lwhr^_O@9mq}E7xpA&F@W0&!JiKrx;Vz=IIUf2yyaTcUg+3U5u}_Ghd!x^v}zEuZ9MN{0&Jo-;o!x(_7bdqc<~*sm}vS zUB8xi-4!iOSLRLdQtX`$Xr3^)l0yUlS6U{Rz6`<@~ z9`iEIiPo7Epc2)gz&#CG!naZi)VU_;*A@CyR%UR%?zOx1M~&iwVNi1bnSMETc<$_p zIjY-g8HxEf^-!sy!q$ZkVKmT>S_KtMa_t1rt(O2_RSL^$??yFVO>(RJ& z4XZG=3vd_Ri=F!nK>v}Vje%v8OD&30k3 zn=j3YyU;Nma8(#+8;lUzQq9dcuM$s2YfBUtbbg;Q+m00{3&ql0xZiKtKQ3kMz3NRk z0W{sMcWkVmxucN_T#s~UKVt$=%QFx9BffWv#11%3Snp}JYYEn{%>bl3*?;;gp2 z#3yGySt8=9#yZs>=sWo?W0gYMAfjTJOD=YDaa9*0v2~xXaI0sZMOcGseK?@J0#upH z!(66$a@b)2+s<{p=++6>A>QjGEYBrN>ev&QJ~?c{eC69*)D3Hs>@p5VSSQ|F*(9uM ze>m8@PFeXT^U5+@;UrmTu>6-^#}&?bykBs$z?ZPK#l+BGv|YYflW;v30$9C;QlH?j zxrUNJItn29qVUaTDq)WsVqy#{I}yxzSFONmTn>Emzkemmb1XLuV7U#E76!Af*>eQ!1Q#gg5mcFM=cQzS_Pz`+1R z{fe2^XEPq^rxMSaLF7bUG`m}g^Xpfadeqf#7N50Z0(3%2M_~`VkW!Xd=Go>E{Nchpm0*MS;~qn zGfP>wZKn1wj#ETh>`2g%zX7dEjJ)d7o?i?_|0=q;MRIFa?-RLda)}>>*|9td3B`9W zY^Ah8nnv_&Qi47&UHAPhED?RK7ynpG+bQ!dwB$0=zY#NMpfnryoN;`Z+*;+1RToFd z;xMUokYma2OU8>_A+|3(YNZ(0^wU$E23IE1<7wnr@RerJ_Q~0HcF@OyWfmdE*yEbZ z;ZFOpfA2&ZXE#D7@v6&H4Jsq30FU%(IR_|2>$`0-pNf(oRNQU~wht~Lu7s|@3SouDuO?3lt&TW? ze}_`j5~$fnZndUdj16)#UH?_4PdO6@1Lyn`~s+Eeq;McGN^aDdFRnWH>FbTF)Kms`HmVUrKz^$AEWDF>O0BfJtX*o#fdL2OU zl>5=+7NC*jxkW~Ze5_VV)Go#2vY4Ti)zftVjc{SjL22KDC!NFYQRamtVGvXybI{1& zV}_`;kx1uocvO2Ksdq&;tYa}%0~`ir!>LgWl-rDP8fk(mzCfTo({13_Tn>*c0b{CU zV!Uh)SurjF)#r?O+3d1ZT!$(|q>;lZFMp7Q-RyOv*Ywd&Lhm*58Ke@&+x8pNnMZGBNhB2YzGb%+rLz9NFpvUA_ zMMO_V>;ApT!hQ?qPo`mdTT3m4Dxi{<_ilA!Tlj$h=B8w%K94 zIJMadG?#Y!J+qvGPawM=HxN+JspJ)fyH#NU9*fU4+aPtYQ|COViaT!M(axvU)4S6&2n4SIZkN8^N(emxcy4eW3J6Qv9 zgY^k>-J-RXA&#HE`%6$+1@8x*kS;f*dtg$wI44yS4<;Rmk)59{lTk;&NO)e2~h>CCzkmj}YG zyUua2pgqH!0fWv4e2T%v z=ZWI^i?lmKY;21-H2p8`9`2_G#@~tCgdfp@&ZeexMzva&HsrzyO zVH-GCk7-G^w~n$|IoS31+4U^JgJD2pZ&_;oO5QB#jWB*=liF0*F@v3Xv`B4@0HonK z=%J>$ib!ph0HpD_y(0Bj(8Gj*P8Y7Qd!k92dl5Q55%QePoWd?P;|N@J;WAFC0_NW6 z-R^>}?$ESvgs?L_4RVpl@|WS2aqi^(-C4aL6n^D1LJwk0cj!O8O>Uca((TZzaoZnT zJLqrCV^gLc<%O0^J-@pcuDy%zs+Vk=cvhr7z<-D*r-Hm0jY88K+V$)*C_B5dE_6!) zrx**C%_9&Osu+lv8vbl!c2+c?=1j`4X4*ive4hz!k;p4r;Cuf6CsGSt>aIhbsmdbFYEwdnVY|n|$vpzYYo67@O8PewPNlm68R4^XB^Zu%CEc ze{tuDXJr;6-{_eyb&$dV?&J-zii-6E&-sxVnZ>>;4q+ORLkFjvSE!&ojR1KWcPiOM zAYpYqw;ODZd$I*3lfgB@yK+c7WsJd60v00?9^F7TFNm-sA$YHdjs!S28;P-jG}SBO zBMZ(=9};Yw1??{h>WrDO);YIUL-V+}Zjx))K*=ofZ7`d{%M`mGRvqf|x?k=Ze*-=d z9b?}m85dk2(BEEX|0DSfo)uqGe&w5fD)VZEB=R$sfT7|%1OFMxkc2_Yb7VeZUVVOe zQaFH7<+i3{${{QE=M+8QI>yEu*TY7N2FCABe5pbmaoiACw8u?##Mv{5Br>TO##h)J z*wc%|F{*H?P6_(HPt5FNMyta{ZF%Z77%;^XHj*ma_8E7>Bw;a#Ha<1{2ugoLPL(NE z>$%H)76{cMfx-5=X)@h$?GURzj$6X7ak)sH`{CwN;@Pc!XP_bWhh!elPsh){2>ajo z;0?tX8pYM@5q^jhtLH0%ZBc)*@fVMI`4s!9=r$z>j0$HL=YfOnL$X0t# zto8JMMo}UNo$jm!_==}q6pDsu7pH_13tUQecGoi1Z!;|?InySpsLbczO0Jzn?I^?y zUOPFB_-otpL)0ILyP)V(J|=2*3{5GCTgpKNpc4>Mf<;CF)(n~q6N+|EJEyk@-`;aB z17L^2IYwUA3@V_SHfYlJUlFi2V6PD-0%f`q(iGfItOr90|7j-AE-*U}>up_e{9NYu z7%b@%q=;GuRUPjEF}CO0#I0k8oI?M9K~h4y#Mq?T|Ei3UXM`XAZ?sg&_x~HAai@yF z@7(|}IyYbAPBB6AI|rb8_f|&`_=Wthen`;la;pRK>0vcLHn>2x?e9NoDsd+2tzmUK zuZ`emyojuz4YTQP9o0E_A`!rga6h5LXI>0GeiVPHH9`$*|3Qqa>*i{^U+_^!X+80S z@HqVXosEg*9})8Mzho>?Gan>7vp2qyN?}juL83<9S#zQ*F3_I7Y2`^uY<3Z=Vr%ABAde1=Rn&n0rh z9)9BhHJo#agI1O2@UVS?p9_3;$iC=#Lhi)eMl@^i^5*Qv=RoywLhQxpVvac|aEp6W zRK!~6-WGMrn=nQ?LO`nUKjyBaJ;D?)Fd-`Vyz0c?03MdQTYpFdGc)cT$;8d)g z%}U^K-$vTW*F|VrWIxv3*4JnSDXc?S=gvKEd^POu=xD! zD6PI*J9!<}QYKiKJx$a9=+_VO=IPC|thSQc2ZeuE(QN?S=rQ%9-F?Lc!??cOq3p^> zAr@X`PF)P2qrpJyX~^1TCZizU>E=geveC5aBV~500{*fVmGVz9@GiM0L&cf{52%#W zg!E`Vk@da3k==PriM>gsf8*XTodx*Valh>OLGCBHb#^q+d%DJarf9yDGd9dbtQF*i z7}-&mb_}w+Avu*M zm~fb8UjVr$kxlb4n`cx`+<0XD_KZ}|rkQsa1o1uvr#>%0bG{soa@P>Idl{sgMmL)J zm*WfbIYiA8#`!1C$ZI^2I$(n22b;mD$wqKV8Mm~E> z?b}2rWGupbsQkpXtw1Gh8?LZH88C6doFGTw3CSKxtk`zfcxzLmB&Z`OD9K~7(VoiI z-jMIz)}@tpto%O2QF<2^lC6_YBP;0Xh-uOO*rxg3c2G?aMW4<4L{iiEpk?SC#k%O! zX`VLB*L;IEeq!_!&(GS84=!o+eH{tFrP$?crnNGE8c3FzT=6OTU3qDCZn7nydvEou zgnS&=Sj57Pz+}m;v@@mCTu_EtM&j_h&l;x|LmA7a;UebC+#mfo9)~9G=jtp!&9Lt$ zE0co=q0@c-f6{dR>20?`FA%{fp!=AY`)4inlr-9$WGb$I4XNQA`Kk0{|LzPqG=OYF zoef3Tcfp)4M{ru20{tK9S(c)aYCn(+Z{^K@uRsf;oHn?ndJiEHW zwZ@Ml)d0>`jfOJxp+xY%I(l0@SeRTx@3M=bj(7_qJgI~`hvHb_W!i`IW?fgwP!hoR7;r5iYH2(IHLHuex=ed-fP1b z9fFsf85F0LII%??aDKWZ5@9-ou%98{cPf(zp+SsK?q?oyH+8fO)TMc-ezmk69KQDr z#GPLTM!ax}Cly+KfT!KBZo3>BLu--mDw?y`R)=m@w(o!Jv-m^N`4<~Fa_*SYW;sTU z{(B0T$ue}D{Ku-Gb{jE*+2Fivl%6N{3gQu|T)v~3=cqw)tY+)>yxh1#Y;=g0uUzAx zrHY!x(eHyO@77u(yUe6Z`>_oezl{hY33#bH(Gh}CI}e(7ZSVHNXO+&&^D1*bmvzxG zvsu|L4~t$~LN7X3zF$&aTNZocSY^eJMVmn^hf=Zq{R|MV{5~OU$);b7e7?i)Wr(g@>lgt{{nhuQ?h=0Txa)%e4~7mIA7N~Uzg^K8NlqJedPvW6q(umnrmOg1M?j$eGM#W2?8F^ z?s%XBo_O0scGZxbLVd1UT&uA+#b5dh;9@hyLn@))L9%znbO^)RlAx}W-iZzUD)LOS{#CHl+ z21ypPyice0r46#uZ2=Ey7$iMI9!`$Nz$Mc2b2yUcqy_P8pPkwc{NChMEMx~urZb7n z21N6Z0_VgFfn}dEZ@PzM&AVc8Rg9M9>X&+iqzw9 zDnh5{>pro&vLvT0P{!RV?#jVSZydcFK2NKyKbuung(hhwL}jyEKW{a=zJ3JWx91<^ zE}RtKx$8Q|4~GRseV{I>PkHx{g1{0k7ejT>jv60zKa;!WxUo#pA_5y`lgK;_% zwU|HAyMaf@T_Q3#e*2oOROZ3o=Q=mc{e5roReQZ4A?a3{|C4Xe=Re3D?Y8dI z1xc;xzIHe)`z3S7;HZqcNgd^sTM3VuY0+t`y|d*@G-}3~ulZu8MfbKz)bnjEPwCL4 zMX#-vV2jA6)i1*Q?xeGsS7r9TvWsW2MuSUTnMVs)Lp1F<)i>*`Y@$y^15yhI7IXMs zoy1d}#AWl)&If5M!*X|?f9_jcYE<)e?hDSGei=6vyNA@m&1)VIV}#nwU?%_e>gI%L zktq689BuX1e1qczLX=oNWJ+^0of0?p;gND{-s+MIEgF)f!P&NwBc8)cB2;HSOsOSx zEL)*W=A*S59i+jzwkjjuiN_)gXFg;Io?4ErK(dPG$k^Q+AuxismV1lLww*lz&i>HO zaD*lL4KuCdF1G5|{-&JW*djW@uOi^cthWWOpun_HMivePzx1N0{|Ir&Vr(qzLC;&t+`Bwz68T!2Zp(?cTWK(?>hYhzCamjWY?^_&i6&xb>d!gU+ldm&$dZV z-TwjWSIA}95=ku^uq|NSvDsi zwrIkoGg3McFJFDsBrQ@Cl9O}4o=Uc9_+YspM^bTQ5Iv&1oxN=rg4CKCS3p0Wt#_=f zT{ML6ipJ+-d>KMiXYCT!NDSO_>h`P3Yk(U()weg=LQfz>J~oI-W5jN})UJKx&*9hj z!@i)Ro(PufrSoH}F&b3*lh>jONtQ{%qvh$ifvI8P~$56Pe{=L|OnTnlho z=TNNCJGO;S(a&w~IP)FO-SdhOmIvkW$<#Vk+0|=*V0XvWgSDg#Xk0!x?y`q&3 zEe!oT-L>3#n@?%n>y+KPzIKgZBGtSXTSVCJ?nHplU_=QV+#tXUa2`_4($<&|WRl5} zibe;>AMdJPc$to4F%iy)!kmJ4g*!PxayY+;Rb|d!lX!@c$r4{Rc!RXo9^RMh$)0THV8M;6-#McwU|k!Yyt`!Di#v)MnH;spfI&! zp$W}POQk+DI05@!ufq}!Wn{x)@zZ)1Z9 zIUt7uQsbSO==%F0xg2+`LJrlP zk?^<3LxnUU^;_A19PaNYTpBD_Ltiv{G`C3gT(>l6L^VlN)6((yvt`pdex4Z^U9;6$ z^KeWXaCR~07u5Z(ASf^yU4;sYw)-30J$(;PHL*qAgkM8WP(Y$YZ65M=Vol^pTAZ_s zDTG{#VLImAR6rl7q|gR`b;s`tY->+?N4OuUk8Sg68-ZBiUY`}!zft>3}PqyM_2 z4#E@^H*aJ2h-wN`^a5^=E0cCTR$19`dtCYM_3aF;(B$xKm^P#ItI;x_#b*U+!j5Yz zloTXXz*UC{sHl$X;6;J;aT}0D+ITO)`cv^gY#(;KGKV2bE?c0z3Y8AH`^Z9FB= zE5=94)@`5Tl`@5}jP6unf2S7_i9Wr9ReC)iOE=~5Sv^{ccLLbu>}M?n+uDz!>XYJK ziD#TLm{lc<(mp>+uiu&;q`}BeyMr}_!gj?bQ!9$|ZBBNDfsaZmb}F+jLTe@JsH-bV z)u9vE8F+|mr8~cPqL@kgZb_f|m!DS<%(2S2_*$F_`y%vweoU@bEZj0%cD9q+fj$`>J)poxItHd_C0yGa;;Eh;;qF0mvR< z!%~c2U54V5E0iqNRD;`$2r>SE+woGne9i;F2Nj}79E50_l zlVZJ3XnEr7XfCDmbowJ?)wsq7hSi4$pTY7AbU_hSJ|iX53Brahnc6fRmC7qB?{QeQ z=sP>9N_D#T6hFbY1~ttTd7^(_f23T6*1X&8-Blx!K#5?IIVjrfa$@vSH`0p=gj0LWzv1A@CYs^SiW_@4eJ{+my;Tr8D{Ob)+8% z3=>}svFMPJO_3S)eeV_UywBNVGjFp;Z@ELs{I8qttBq0A{ZgQJ6(XDTaiKK6XF>sjl*uUcs+IfP>JN7Je~2dqs7(}?C}-MEZmLIJ<|+j7CZp+^}aNY@}(CPCqA90^V| z9t;nY8VfBQQgUNE__69DFwfcRl&Mv;L<;zgZ=dqhLW7TA?u6D<`0>%Wgsr`Nj7r)jY*zh{hT#B5i`8G)p}-D2|0H!T zp{eE$5^c%46%!nd*Q;j0!AhgyYs{kL-a=@<=TmwozT_i-shCx!)W)e`0PLK@Q1R@c z2)!q%>gABYY@{n2*D_8j(`3sF^;XjNwlO2=_7WNDPx0^xAtGTsiyCakb@J0bw6Y(4 zJ@yXQ69@u5o(`<9^sH0caW}1i^?j;1T)yD}Hz^O##ooBmPv+l}AiW~RbUsV%3TVvu@iaPL23iG{) zpp!4syUbRKlh@Kgda+w$qE^DnKu6{F6XHEi)?&0jBy2Ag5H)f?aJx8nw?67y;0nJ) z8&}cLo?(6&RYyy=sony^sehyL12@kCxs*R&UwM{#O4iVm zP$#(8rSIIGT)D}qm72=C+;yyeGw3ji=X#x7#W`}aIyUG&ig$XQ%qFzQO^54ZHm}6{ z@>$@y`|4qgDN+CjeXTY)dQ$Y+1|&|KdQM@()U5T<0i__hwOm+lK!>Z(3@^}#We|!3TN6^kaZ>2F zF@5P4=n=enhnAWr~U2OB9UzdjSCRvRFwyDR9F+3D%n zX-}U@nLeJh6eYLFyXRQ{9IjspMM1dJsIm;(dhbHDD+!SQ6ouOp$vA(8|I^&*zN?hf z#q>`JxllZF_YCMKcKau_{qFx#&%*vm<=a(C348|Bd;y7y1Tw+HV!*}&$c1Pl^8)~# z2A~L?EZ#Iv?)x8-*lw-<(;fPM>i~TUVBJ;`u+ILUbw(b*y1c*ZNcQUgfAYJ3i_GGQ zWP&q@vj5a6Y>Gq_|5>M`UFqdO^N*Cp5i7=6;=c(*3UYgDKX9UH{~NHvN}clt4McSZ^+U1)q{0tzuc`O&zl+YN$TtHT{5f*MH?@_t#wNj zMPWf6u1`a2hw!E}Jtpo;+#x7|nil8N=U*z!KVAx;o)&Bt&+c?yUj6R&`bid}0{TY% z$_ca(6H#1l3CbwvhT*(r#GE6;g% zAICQzEOXm)#O%@K0R@Ub7kScr2ZU>KpaF13)qV3sRktx6PPrfs>#IIjA5M>r5wQeq z#q~Zpu;Cy3GR;6TF%Z%L)N=ba8N7fwkdjyzaSE~ZZ{ucDSI^8|u31al$qm{i$mIvA z<$JqKb(ugO3n>qk9b34&i7!1DrpIGul`l07gyC$)%DrlJWVT-f=io;^=A{&7`!TWs zuEZ@<`(PtzVB<4IsL&1)m6yAdMjG3HCBz8H&3?%yfBgBKuc@ym*PMD%IKlhiMnWo# zYg|1XyD^>dmy-MB4+Xfn1%a;rV|SgYgB+V>Li%cvf?{gP-d z{3p)3gIZ1Q6Ur5`wSXJTP!{6^yD0MIikQ!^0Ng-t-(;@(jxDS5iwSuLWy|NVMAnl| zO63MjOq@KmEPJ8H8EHe2-x5QGmnY{oC*{rvV>y~U4*dxlg0uIxbR)c-UXuuIghwHH zv`2JK5gqqr4Y`C1&EoX3c^a7wIfPlw;!Lt_8kz0{9AoZ#3BNbElshXrvX@}7uiMlz z8@krj9(^jkM~)P%3!d&tP*mDC4G0D-lm8L*c}@LlOL@?m7Od3du9xgSMU&CB?{D`Tz`ZkK*T*HPzOJ(HBLK(Kp{>q>y zV1a&i7-;~`i)waMtyEjCQuF5Ii1&w4&@^af?(6GfeN7-Zap2C{51Gpb(JZ{Ul=o&_ zcY5XYsL=Brh5QBK-9PNehY^&sq6_F@X1Ife#w=_VwGzMBoB1%^)1QL@!?oW~tS(yy7*`HUM87X^btQdASejSze=LV@|oa69n(U=u4?=}$AYDLOxpjxIc`0ZAzZ70+-MJxkLv}i{>nBpG^}Ez(@cY zl(<(KiULv?r;~o2$!yKGol8nIG(71Iw7Wi@Pku8KPE#wrmDsQazx_3r{diSS%K>6o zE-J0@g29|dYevZ}D3?pJ^9)0|AKyjqwF}-wJ6hJRRP2k|41L3 z75)aq9FlVRE-DINOYg5Oygr4R)24L|ajMiao7 z*TDGn?ufF7{@#eRIZzo+W~>@X4Q>Y|&^1-p#f_w{AB?a%C}0@us|a((R2)W`Xt_9V zh)?Cx(2GzlJux&eNIg5wQqROBl=@yljm!#sle^fej4 zAuQDB=ewQFyM@dsdqd0_7DMJCY@*|*4vd3?iv3588d5RWhai*zB@7OOr&J_xvH>}a zTK$h85`r5@hVuxUC!6RPkD-W%{&ef^dj-bmyRUpL(A-y@v z53z>Gm}6a(9V@subFVO?Tvei9Ega5lkyN!r&NAnk54sC=Z}Po?RTs3l?g8or{zDIIubbHf+^{)JyE;i%CMqK1S#2EMQtTw zaoH|zdtTRF9+i#UrvRhM647~*A`M40E|+r;evzXahCqw+p}Wt=ZG^pJ>?Q7Eho zOk|)urL`;3*BXooCQ%dHb4Y)Qu%ma+_sVh}o@SJOFRq3QyD_10>aWbhFrD9U!x5eGtcbY0aHv%dUjC$Nnt^Id8Qo04et%glQlA~I4# z!O6#MnNDX0cVRcZ>3o2m2%ooghhc=THwlIo#9ypIEf@tqAlA3(q^iqHc@5pD9lJC+ z*tXMfFk$#>bj+{0kfZEF<Gh;t8R@-{5rS&2;Q3fXJ6+?XBs72$(spTr%Nfg@z2}V#L-xH`OM&@YHafU&OSuq!q zAb8G-HYvm)cRDA#fRs){p>m?R&Rgh-ji!2nS%Ijb_MwLB2~H-@B6M=VF7Yb{bF=-L z>!W<$rZTWnC%ljkdy%b`JZ3D<>GHs;7ilv9!WDKKq=)Al)l)%itEc}OWPiEVx0`DD zYnyE|ZjqEyAZknG0Oui4&lFsAm;#>KU(j$0IjsEk&u)@pQ63>E6qFQps3H6c!TFa$ zm;Og@+WtpwasMObu>a8qsecKY>I0$?b{#pL%Fl1$%@iDRn3_p3hJ7+cwB;YF7V;&Zkox$uEmTeC4!at|yj6y*vh4+pDN}!f_8yC39Zr-pI?toF z2nsyW-%_E-6UB1SnAog^JK0*5S7Jn|<(xnF4qIUn#f@rZtzO580$DN27haf)0=0|U zSBeT5d}y@yvYdIP(?5ym0F#p(cowL;EAh_|W0U$5!nI%ZICtcZAIFimAOEOPSM$;S zinskFi{^@S+!b7@lv~t>5-l>6F$}e)N8aPspHZ*f^PJ5E1rS81p$a-~i06e8TF-)@H#B=YF;WVI_hS8>`I-(}|jiENfeEbgaw7vqWmwuX38v z&@;}G-D>J>Baq~$${uAh!>U=TFLm3+Xqo6~mL;^RGwvm51>74SWi0Eh zLj&-Xbi~oZl7yO14Zw<#bbE$(xA*e_=~)&S4Jnr2FaK1WgXjE^#oxKZd&937Fgo$u z0e`01oAlnUG`l)arv8N$uj)_+T(kym%e|x5MBBefy2TxLdoQkSrawvI*l~GT-G?6+me><5=YU65%9qM;)5=_$O5Kj?=W^QaMkl|w0BsmsDNkoOtk~aF zMsI6$2U1#eB7u9!T`y1Gv?xYX>HVZ!pUU|z)PD3&vKKpoLewi`@8hu-{W&$!TEhEG z#Eh#%0ECZ=>$%Y$V>6zQ`!4AD++hEJrAPXYxDJBPQXcV1+pb(h6zzbjQk>K&Y|{Cf$Hx|8r0Q;@QP5kK2RvUb!RPb zNs$~0#rqkyqZaa$eayn6Go4nIXxWNbXodPXu{v>d$K+I=l5TUY|7l_Pos^8Vrjp|<6?$k(l$wzN=qrHoanTu169C}RurV?FW%^Kh*nz2 zMOYZmAxO6(=!5>rB&Jf?LV5XH0)JC5KS^O8hY0-&kB?-`0VCR1(jkeTwIJd$pqKr1 z%=k&aOu;%c{08KhOi8(``rX|yGYx|b&3FR39B>Am?LtWo`q@W;K963*62mqz9k5}XjqzAv!YMB`d{xq-0zL}|;&+-|&6+_`QEk%lt?Z&-eH zc9cV)D`Kv4n0T=j8+QD{rgr80qR|j$x#T9(rv$?>LID{}zUnSY#)y}@bl^;r)Rc;` zXGEiA(|FL~eVx_tjxtBL)JUkc(~Nik&cRBnvT;jqP^lz*($k0t(QotKkTlPI6oL(Q zjgm98b^&Zctw}I`v7})Qgk%MBq^YLe^(?Yk=D7YiGRXJE8X5lx zjARNO-J`^4gLG^D+2VX1{0NK9DRN1<=@p>D|cW9ZcV$ z0(zsRp+>YKz-ZL_#3Ii5HkgBN2T<8EsP=F|9_wF1ovR;j_l(*H`aD5ForfI!YE?<* z<94@E*7)HDl({jKl5)PT({hTw)%AX7U;23ctlS=l3cUoad6yA_bw@uYs$1@)GcUzJ zg>H;JA>yV7>!m+Jr5=;f?Q}|h_5DDcxL=MkN=Vx@Cv}?V^|mXEn%GOI4K*KDGilD{ zqjFEz&EW|Ds6`po{jsNfaq83=Z0TGKi^D+K`eL6Xu(?A@{bSUntm^*w;RS1hFQO>y z5v>km9@Ojg;{NIAyyHbXPhxU0l$|MUBx{sS-Rw;0(H~D(mK2}rZd{2vZh|YVDq|kR zYkannTuC$)l0KP{Oie0`vI>in;*;lts7;~TE#h3X|87rU62#BYx_V-M9{rwJVquC$Wwc??udEGoP2oB+Q_e=}qnHTGlwB zC{fIIRMt8_2K6Bok1+aHPV8E30qp}%Cbv1EvUygEtcd2mhM}TfI^>Pc^g_$$g6bIXRMV>5`Tpmn9Xe6&<)uL)Q1P7!(N$ z#FHFpPEKl`z{ZYnHkR-iHjrsgm zMFADZ;(kZQgq0w?%y&hS&So2b# zSo6@pC@_lk*#r8363RK*3uIm8n>vX3p_e+^dw?}L7wp~XFcK60p*5TG?0mIO5{P*< zFH|BCmuG8+S>lsZa-y~knoEsO0#W<=+J$WLONqdj2EP4yUn2qrBU)XOh<;uPJf3T> zFSS*xTRy`cpMLfV`QDPosHwn!PR(l~Rsa_*sWUi!y6|wD7=$HXDy!f!C}V9(K)NFT z5Hpe8+JDB{7=4fbg5520Q{C$Foo?U)UZ!Uj<{R=D3m5w94qfOI5*_+5z+B*>;lp9PJ zH4`ZS|4N^GX9$ami1Kz)WDM6Ox;%Lc*3)#KAq^CA)iY&vZu-iWH8>q#CHg+_*}9*Pr?FkD;;aH4 zTF2r&x7t!xiUgO=TDhqDQdWipL}v|=`;>`-vySD^@3h}2D+@y5qx8}@mb~F?Do$EF zP)XkDu1B3KE@w&ab%=|YYHVh&rE#hlIh?i14G}Y(LNF|*^knRVIgVX(6Mn79pC3h;#Go-d zTPj_VR7S&2P(m3HMo<=*$tY$gFCWV!WsX~axdro@Cs;d~tnt&i#zfXyyHGC-%bCLO zDj#+osRu7PFEZXE8yfL4nG5f@#!PGsjbcYKE`hes|InxF|07_s@?UiEeQsern}6&R zM}kM@E*<0lgsYiqTzJKdHBa%ly-uch*0puX8|DQQzN<;TgWsjzu@XRJMYEa2>ab4J zUN8Oh>U?FL?c9IXu93+U`a$l+J+*h;V@-B9DoI@QKNRK3ZqJ0he0RqcA7YJg?bw9_ zD>x*{pI1Q=luX!^bAW zUc(67!_6ptSbL{F)5@+YE_!F@4iA3d(o!Qbm{g%86S+{-x(1uQvZ$~MWnP6{GbO_VwrDWT+4KP9Pe;2huK8dugJnZeLG zmgUbEpwAcZY3LN9+1c|>J@Fm#__^N;w$03>4z*G1RoBEj=Qv}t5~DXX58jtzF~L$7 z%h2Nk2=61@=#k9L4_V1A`<2{vUUmWR_aVIMdaDgyb~o=?mE*8&sLOL(ScbA8L*njb zakXrVDH1&T{NzQ9CQ{8^neFPGkv5Bp$*TT_V(O|fdQQx}q%%B0m2m~GZGnuCc z-T0I=C+go`uE#q5xg}Sd%XVFXD8>cjEmdjK95D2m<1d#m>oP&ua)$2_AIxx;;?-{V z&HK#nu6Fn`o+)3rxmfsjy!-&3O{0jc#PqG%@ zCAa&gqJUJ=#k-?M?rUj|G`Xb9p*IuT`)K{GGqd7TF+a~)P%RN3hoq-Mw7^D}99L&W zk_@e6HC^;+rIjSt3LyT{DLAJ6s;;7mve0?qv|}#{SqhC4Zt0qv?wV6?r=WFds)0^Q zVN^uTdqKqR?ur1NJR9j(sq$J!U~DHY~g zZ2#h`I;a9@b$+@?pTxrT7mG$0{&WvM>xMw!`tVDHIB=p6wdG3%^QRvT&0*aT-Hff1 zU*W^h*DAcnNo5%IK1bs`{){8Pn6@**C^>FO@3&r9%`lWI?XRyTe%zY;2PU{lC4WIt zXdL9Y<^{jxVcyU^(k5OCH>&ruh5VR&-B}EYMaI#S< z#m0A3?h@EybrnXDG7{Y%@w5L{g5l2D9eX}46ckN__EyPR9l>O$BWsT(Vck#XbzUEs zE&V4ZGV4k9Jpr%gVtgnw)EwvWyVYTQ;9O0 z{Ge9$>wKXpLR($?M*^_0lzWm)D0=5lI`l?I`f-Vd$6hV_jtc9%t5W7{Dz9h&$Q@3~ zDVfyme%jO#P5q--t&^%N=hMAxjRS$KCPJ$(OPVir{Rk_?ZXi2NV;nQJy4_6^n zjzcCIe5(QfKByzEsEQ`D^B$ zH9U)mDzht99$@ID1G`aQok$oAw+(pW zH9MF{|rItNkTY~5qI?R)rku?50=UyG_j40@isIouLr5+KfdnMxO zBDfMb#3!Tq0vrM62b5(;Rojg(wAglVMrmL8EimcPVgy*Kvwwh{q|dE3kx?04V!`6x5=+aK+1Y&wdyo5I`BweW;#bI#C*{1TmCQlgh?CEJHb z(K6{F9HC(aB_3CS;Bw~Bu%MDrYn6hPe&MQF;>*iI8Dfl<%GrR+%VZhi{dZNfdAEU| z*^ylDSVCpCL&9VX*9ae@-9(M*`1$jLSeYXx!%LX%>&DJ7qre!R59fPBvQJieazwh?|L z2zZ;A={pxahied&E78Yg(XugSlh6r5(iGHFNz&C5QgKMI%PLh8M)!wQLK0;3oI{?& zC0v!_kIAc4;z#XAMPYByR^OV1s}dEPmVz-G zmrjs5RctQbvk<r#4)(xNkTFYB4T3u_p(r*A&i2dsp2TD* zg3Kb#F7Wm)+=%>)pfM5XhCLb>iiCV#$oH)I8(Ys60o)hB(8_B2RNMezR1ledU*ky3 zmwc22+&c9qwuAOUJ5XpP<&#w0yz!XA{0!R1B2Y6ZnY+zkc}g=@zulk~+$ewQL%wGL zygd<@OgMp-ticf8{(xd+grJkIOWvJ{-8*V-lx0F|@$mwnIK84cMCn=<6J-7jY_yi!B<3_4jte59Ikjea?q_9wNt;zN=At?R85{DNe z*DKQ=-k4&r7{Az(lFVZpVP8bcq`jzWWcLECeqrfq2NoKmOo__=44z6*<3iFX^-z+R z&}Nmu?^Vd3$%7_Jp`A%w7=V+FMk%dZHB-f)knj7ra=x+K$s*Z#H?V)HP;n&$=Q)|u z3+h8Hjs-`fP2acTDJ2j1v*%4}OxA9TJzD}{VQ8}`S?-XhqHmT^@`-F0c>5vyPiP}f zwuY2%Kn&G)C?4(clU?!ZphkjU7S2CIajKn0AnC_Ok=@l;{le4OG+u73N=;L9T3;9| zD}dT6hN)5p6s=xn%a=Gk0Sw2;21UrMYAIQn#*V)w5lnD@H-iH_OJEhFB~-q-uIbj~ zeRvd8ZZaBK$)o-CUcP5Gp5@pVqm-!iW9JQD2cc?)FVGi{%-oda5dY%`BFNu_FLxVmK{^E*f?quT$PRR5)!l8=rbp z7TD9n=(OyBF?{~!N%0*K1eAE%JMZ0?z@FMXP9}-gB;0mKbcQT7fy#Er0t_BnsTG4- z!efKK)3ZyfDwIl0I?1RCrHZS<%KP#)Z+1ag3~0={n+F2Kk#LsW5Tz-qy%h_3g&IXL z#w)-&lQ|<4nU$XK$A)%2or(3A3)$qr-d5p4SREzx=KI7CpS;fDPJNH@QnuERHs9KB zs#+|`>c~4QMBgt_w$bzZ#-HsX8}%xoB-8qKSCs7POTmU3cWki<4Qoh~t9CIUol8kY z*2(|ZL(Pv+9iRnXsEJfsKN--ZB`}Xkj6L=`S99un61y>{ymC25Hur;=M+XFsNUZv% z2f;;9JR@X?(YlPPXqiTz%tpttvJnj12-aWocw*D0>{3AN$K#@joy(2|>PPxVaHQf) zn|S(WK>g8`oRl1Mqbh=7O*CK)7KL}D^u-m%R~Rrz2>USUD@G@gnXN0PgeUQ``4-a2}TgKGL#hL`^8cHhPM_ zT11EsvqsM)n<|+*N21P?O8P9BryCv>E0BjfsXOswJ(rSEs1GbMng^Lz3DZHEg&oeh2Z3ROZz{jbo|IOV2|jrWCq~J~ zH2FwlV6VK$2g8V1@O)LjvXLzQ4YG?@_*0W#L)azcz6fmwrRHl+ZOJh&(=W%>-9ZM@JR|H@?;Kr056S6x%k@ zRlGa!wfL8UkAH?qS3RHmrnt~J4w>;}62_~Jw&#=?)LQ{5QW7JfIK@)eyw1oSt-=xJ z-^IUMc!jKQ@5I)tpcBO0RsgzaxfRv<9V z%Q_Y#&cjkT7UOirEDuFm(*VhEA2M7a<{$P)J-7RJcZXc0tO~A4GotU$3%k@Zu$!1g z&qLX_w*&GrKizn3{OI`tBr)RKpuM%Fve*jN?(Oq%w^krU618^+6u~?kbsiW!leSff zx^D_$9u_kcbST zuQ*x7-r)=QKdcts;?E}X>vDy7JpE}yrAip%4fFN)PKwlD-M@IZ?hKSsIz`JhJi5$h zK@#$EzqGvId0WmuQ58rq>^_lW`<%eL&UQGv;> zF=QYNV_i{hJsgkQG+T}67Nt=-j_z)1e1Yf zqyO{^iLSzx7iNsJ96d5b5WsrmeoM&okQQ6%ME5T{?dT_x&i#_W1Fy9{MxeOnQt+Lg zzfqB|4VG08>~Q*PUG_O5SXDi6+(}LV7nO9jr>3&|6b2|)M~L=S#gsCU0TMK7ayPwz zq}pP{Uj@s#o_Ceq7$RUbg$N~I4<1f_MM9vhNLT9fmXW?i5-kXjsfh921}3u8IvGRC zKVOj#yYGpiXMP@Ff2BRE>)P8^Z5$0n5F5zbw=!6}sH<8o$r2EiAh=Y?R%;|+AR9*@1DP|)f5a|YVYL3AFxg3 zB=WsU4fY0v{JudL;Kqq{->nKHo@WwOcO%II=avSNeFf~H)nn0{iUR6ny52TUVO|9Y zt1M_K#_+=L-2f4dZ?uVobKtk+mKEdJ)GrRc{U%*)WFSMm$0skgG*@brRzXxwaXe{( zx&3T-OfZ8&q8ntT^_?L1mcLZA@(K{ezR|g~1p8_1d}s46uhV9)Gr-FP>>(E)*JLko z#*Y705m%{$8b8B(0f>QbznB`(LWV~!D4FgfMW+hYenp`DFioa7goR>EFzg*CZv=sPGEuAE5S zc?)_lLvaKLpy!Z&B=YI3 zYp_Eu5N0C<^iSdW7vblqRt)c*_?bx)U#V@wtn{s%yv+=#fxOIuR9cbe3aX$^+2Nq9u zc@=yOzCda4$Ma3+9{!-cQ)SRTlI}kE`@oMfJw5Vu@iAq+ zXBC-7lvH2$*p8qbb-anzm^6i{R_n4e>0g!y_y=HwT0qiKd*hz{vqJ!Ahnz?mQ|}2V zLe5r=2eI0<;F4tD$G#RPczZ1Q@@W#e_6WCM)%evE#H2Doz0Jy*{ZrLt<8J!M&*iuL zB7ujHji!KOtW!%1_KV-4W^etEf6wy2B@4U{+r9Zt`05K>$~xhNwz{{H`7_dL-qOch zv9CJEqU|rhRr;Jt^U93ybZjs9*N2knUn<~>Pgh1LROL((k>4jZ&1JrQDkm#71z(ir zO$Lw@ekh(i~w=PX}qm$Kh0Ht^%PQD;lb3}gepZf&f%Q&ObYZ-qQBGbXQ znqc)3vag%`n-bZH9LN#*$j@&8q?j-lX&Ni;%klF?*hq;9W{gDc<+YmsM>e`TLax5(T1WbfdGQMqY`cvWllNc_-Z49A2I8C_z?aTSqQfbwq2nhC-~ z%HpK#7RKb4!DzhZ%h$6KEOj5YWGfD7L!M;|c5kOoYN`?QxOTDTTc5Bbv+sZ3?AMaBWs3we=+3 z*|383!#3RkYZQndcl* zDl_7x=Z7p1vFHX-(XtUGzp5C<@1o*IhN`Hq+BPj$77{wDn`OjUsSQiX9$!B1Mf*w4 z8OkGy@b&T5B?XR=Nc<6IX`k{RXDDGlc1-JmieW&>SOrlj#BJKf2_w~kFSq$Jr#5Zs zH)x~nAGibqmxtZ6&oI-x>YnUwRPy;3UODtesfa~@a{SS&{m?yMKi%D^=KE2YL)FP= zwx99XWVKKw_Sy5dAj3y?HgAo{Jq`{E7=v8l7DN3CWvnj~JYZSnTYTF-@-jt^cy;`f<}eqpza zSqEk+dJ|(8_o>C4D9?Bu!5o^q+CM5WC4QrR1l=abhWa&aRu10%X}_QqJ~7{LDSvw% zl(w-q;xbj_=k+eJ_v4q_yU1--MUFGk`Q;$#hlg5Kug3;DdPG5b3TAHk(f8rJ8u=DE zAmM;V#}CUt`KLLoS@Ig^@y!sJ-^>)IHV;baY6Yzj@`EaTdKHq-TgdWrDP|P;aDUuh z0YX^7d|MudWN1)qT)!rxHI|5%?o)oRtk+b`NCM~Gh-wRy7=a!fX3S$xm>z#B_Pb#J z#xjP|OQybVi|_M9y1oq+MBJI!lfV8@Q&1=0KU`0KVPN_yFoH2s{t*6f5j1*qZi_iw zekt46z4iU}L6u=c4?B62?F18xQ)q1-FX><8i(jV?qPl$>c*DePL|F{{bq|^z1vG5E z+jYtVyl9udhsi#j1@Sv=6j@%(T@ z);F{$a+2Xta`kXyX>tDRXK0RWc3SxFv!LapaHbFZPha^qm9TbmfR%@u z;FZaLSgnavm9L{kAm*p+xcqntyFP$??Y8;byWi&(KL#&yWR%Y?Z6Y{An}o_{e{Np) zrt=fWQrRPq_}^ZH{FaztoQR*bv^co^JzMd4_zh<0D`BIao#>x|0B*KeoU)M#;{AspNi z8pH?yXU)tJcz^)lJ=S2`uaU+8ouV`Us^R;5zu?P1rRPIhW@|T-zr!ldheS32H@7>P zxZ=KE;(%|C+r*c5g}ua7-z>0Km_})OP#bYj9Cz;KPVU9EjtL{wQRIlWCsFS9#LL7` zuuxHyL*AmDreDTvp&VnNRIc{mG|Cb!2BMdOP>7n_mr;Ie(TI!UKjQ)yN8nnKpsXoDP>)A301e=2hGi7jzZ$?R z9SwrkmVZTn8*NQ&2W7N?Qm~Yb9=gEanlNlm$#!t-pU`79Kq?q04l}ZrqY4ywl94Td zNK$dT{;BJB8o;2Zf9tvm&cyTijd17&GG>G6zdZfugprtkE5Q?XskoDWtG;Sg1GHqh z|EzV67J>3)$iBpKP?Ha(p_BeUUZR_)-+BVfD0pDG%MO64__*L=kRpT>ISlEr;TnG5oR8%7h9`d#JNK(wY_O#=13Y`{{tCR#sXhU&#_3|J9EV zf?Kk^(dqBE@;hi(#*>9>Dl8E}6Bm<$ULuXzRP5T8ediYPW(fE@xOR4fm5~SN(g9sE z(Cg#X^-Zv~2E35)lx!dEh7%`Ri6{Y za1KRM3V4oPUE_2HVuWBe7QKsoj&;Z@$DKf!JFi5$VLuVUN)ur}{f3o6fR`b{X;JSg z@C8m!J#)1dcB_Q4L4m-Oi}*3Ejh;v0nn*}q%WoNU*vOJgtWWjZXP=C1;RvGBmL%xH z&c&4AA-5_iSwfI!;16npSoE%Xh?1z;OZkzKRQS`aoI ziDLOgVlPu-l6NoARcBNaT-(hG)gDD@hYx{ftpcA#h?2x_sU|FVz6iw1fgWFp@q8z! z4#0AxAbVp|8**%{Je7C99(F@0cc3`SWz*|x6~m!_Fk}d=3w^+ZMWHfWwYMSQZ~JM_ zn5*yv)JSid7CnhA?eRZ>92wY{hsLiyccY?C%R&~PpNkh*lmS^ZYIgZ&yzGmwui}o>jL}nQRFe37zHIpr zFk;8#o^1IE^*CRiD}Gu+#UiRuD(QF;hy$ZaaQwdYT&O20KpaDZ$?8f-gCYrN^G#(h zpEQE-B7S7Xy@&VW(*8fDzB(YPZvC1PX@>3^y1S8_p@%LhVF>AF5J9E8Lx%2=?k=T< zmTpjKP(TSq#rO{Id++^y|E=?!XYYMx&zU%TKWi<)0sh|mIF1G1z2{t-b@w2{mRvFE z4PPR~jJ<$k3+tDu#aQ54{=F_gA65Yn{O0SQ^%8Y(KwOpfQxZ%or;nkeJs7{nD zIu{i-C*nbY-Ey`1H=(}S*Bkl+-2~7%ML)Fm1(k<7_Wm1QBYhpQzV@}4}llFjJM}dr+BYu=z}pUk(KEiS zn||pPZ%Gsj7>c?TNE9uJ15ivN8y&XWF`)SVsvv^E_wQiXjeQ&?oqZAHgIK1qW8?W^ zUHQX6gD0TBSC2t4rOZ*kgVLUsNPVOQ!~U?|yTXS$P`XHe?&phx=kxs0P_a`BOsX%l z5F%Ist(h|2yrhDN+ECVko7&}^jSY!D~0reELt$=44 zuC9$GZ{gKz@Ce2Ag~LL}t}%GJp$HPptzy;WqVQNZ5Z3pM(?ZW~Hbgg9eDPVSho+VV zELVIOI%r1J``%%);KZ^S&fjrt8CMXjz}@8|V|JO=S6M&4d19+8RlXL-qO*h?YcHEH z3z)BxOBYFXhh!%6NbQf2n;!aly0j3FKL2h3wlCU=u)B>uJ8p*L2KNv~!0sa=$H?if zZ05xy>^9ITUw{@QIqc&M{YVz+o202J{UVrpNTmGbedNPk95(_DI`Fm+1_Y|qPK(`aK*V0 zx?|LI{=G?b)5x`UMyvlOANl-W^6>v9gT~0{{JZ~2hB9h6P9KOlJD^AO-pRN%j5$rC zfu8$(A!utM2Px-i6^C@_zfkw|V=}wgp&wnVr~~}5H)FbJ&J;44j$+e&FD?lX^6&u0 z-lP9tcZ!QLULN{iR6zX7agY+rjZspNSNbvw>1cWdPo>7 zRi6e&oXd>zE|~;?&adn*!47ZFBka&4JwqM<^iu(5z~+%uy6EE`R-m&6A)qtye>zxw z3G}so2a*00AUc1>fBNclic6BUMsEQl*uG>FJM^LR7k7a3!eYje!%ovPN%1GIh}z4> z|AC&1bYKUP98qa;=XnB>bkW!;WIpifV#Oh7Mj;0;XWi5HGeE~(N!`Hv6fLFZIK3lw z=!_o8azu?IxBuzlSzRt5Mvx;)BhKYXteY;{JB3W7qqu!24n?2ZN*@8DjWeJ&tiT_^ z4P(Z561K5i^#}dlN4*1DHz6zj$y701h*zeP!DnZRO8OJeBY@gbK;j0d^@&me9m70` zhy3n@gjX+IKq$geJS@IAH~Od@Rn3U7pF8jR{ht@%+OTxRN1H5&R^iA_gXh#MQ!Sd( zZXAJiza!=zk#+8!c0-rM$ zeI$j*2TynaaH>BM&`2H|ZNkUC7$y_-pcw`expe$pm~==PQU)B)N`fwO%$WV@apAO4 zn1zY2+b)sVq9E*x{W8-RVEu-3IBU@edHg8={X{|f@Ms7ko!h*JHjcYl8QeRbIps+w zGm>e+l5Vp<5%hzI)`Ci=sb)TKZQ)JLg|i(Mh6_&E`A|AW0O1>TwPsu)sfiHw*+0J0 zi}x||F+K=(1znu7^deX=1hB$Tm+yvJUu;3IG2d`txNyfxN!Iscrm+-k<^|yV?kwCS z^=Q%()RnupJcw8x;%X1$RF#F86*O3`RZusn^2ClOESeJLFJV#R9e|ei0{%()sv-;d zDr3_gc4!}TDl*M0w|*eEp3M3o5LuS_o9~)R#5NBkf_J1Wm*inth<0ur-%M&W(;$igq4$)xtjOFoP}79@qeM{ z9h6>a(tKbyXe~59#@z7KqJp`}Rw(D#;q{dF-sT9~cSgWTLBHeRQjHupltyQN0^rcA z(7F`&O=b@7S3$K?79@2{GCyk*?+#nyz9rwX3V3(w^yHT?NpMgBr-e?G!TBSV2x>wZ z|9A;mYn5KjIrwj9p>(cTeis^iOM&;(^$QgM%=M~yx5Wp0`Bi}A$8CY+2A>Wpgj4H* z!S7>g_Vi&BQsUynbD4Jbpw*~nPX?gFui-ap(ta+WyaOx7g#M<;cGCo+8?m&ca=CYc z+7m&6(mq6)DVV%|-WRlauDn1M^rxzO;91|lcnd8iQ=uji0qv(8f;yGc8XV*2ZtGf> zFZps)k+mmY93C0Z%Ty29#T*|UmLCVOrx&Jhv8R4I(aR7r(Rv1<`q6NSuNPiGP{5U? z;V|B+>&%*i#f^V3FR`D?h2_WNlVHG{%seYXmX`G%0t3tEX+O`*7&}o}Zc~`yrNG3O zX52J}=`0lhf{~VQd}V?1peI8R))+*&FX=#Uxec`6 z5uCf#tryFx&bnRGh^V5ai0{rb!|zV5eP2yWk^2t@xcLd9>3OxT*=ZrcLL*$*@!8%~ z^rBvi%3fk=7B^<4WP4J?`#{+A{|jIJCk)1pr}Cx(i{|0_rH79^?IcL2g<*G(E5qBZ zqPeI$U0G@9H0uIu=SFrBiF90}>rE$(s!7t{>*-f!<#;LM#iI1%(#yExwpn&+m!_ z4uK294xVSz3kq3r8+1`v3GB+AypxhoD zm@;B;c_)|~#-L?nzYsWg?3-(3pKgK-pc{d%qf9I~sJLwI&E(kr2jT#5doLPM6&zFG z+8pdmYA$1ZMHIXUznVT5!m05B2lW_58vKJ^{2aJF{ADfnjHij7@&ambq%T7;vruWqcUpD~-s95tSd3N7L&=I+0r&M@ zji6P;vqZ+l0(P;Jsm1~xre`Q+AwZiBD}E2tvFfve?qC3$fk-$xsWC<36fu_v0hhs{ zy&K%OdoT(%h@<^Lx4z&%c=8{dI~dh5?psoIyTo-ZuJ|!l7tz&Bg`cFb-}~ z9?T~eikyAZ-9;9u*-Atwi_BW>Ag#i)7))(EeN z;Qg3}EJ-Y8C2{>1t7uZC&#_=8SYxZXahm5LW1@sWf0C`>(VFwyW=-i*C?Y;tyG!|ngDA}9%r)Yx z3|4#Tv=sH$YwAt=$!QguYKs7E?`9^{G-E)zhid*^*sYfv?8-d{{?)xb5?iReKwRu% zv(fXOqB845leu+QKN_5SuJz_VY&QX2z<~NdF7L^;IYt*0;qOymU$V}1l<24Y9Cl+=6 z`6zQ@Y-qKcngO^NUtMyKa5&T>ZbE7`tYI;dWdFBAVk)U&UW4y6EeEc(K%&*lM1>WD41DI&)y@r73u9x_F7KtfH$_Y()P2XrA_AF^e<@=V2G$&3CDvR`X z9xll=frZyQGSqBu*5-87nqYwNYZ}t3e6)A^nex+Iu>!cTF7jlQwOzYfvYCc!`g)hO z5E3ltYp0tPOnr={Q}=5N|4NnrPai2RucUTeHM_%tHFl4(u{9FR-4R4Tk>&-!dNv*k z%n1(o0Z{gtcN=ys<|I9;N9!+wu8jSGy1g=aZ>@_{k$(J*4>9zl8j85L1(`HnjF+DF zR0bzE%<8nUisyt?h(V({#dbwz!LAYs1Ufo=MebnMXh=bygu24m7H(Bqf*{b!JXy-`X>1nu9%1}Y!uZ3!^TLNLJm_&Z1~EQ<3$Eh$m63C}7!6yDQFt-$E$LBQGSwdQ7tnCRmO*1 zhf?rURa^a`!kVlsoz1qW)@0gf1R3xVdNzz`LqEc<5s$Th=`A`tv|2AjRuD-!=I@NO1s=;_U)z5kL2yy<;tjNr5#qS?V=! zJyTA`$=}kHEVVdSEK!euIhSlO=yczP(c??yhP!zSxPHb?NcO<3Ve@fdr%Lhe7+eB% zHK!AdNw3?vWy_qP)%h6TJ4RL?P%S1Wn{@O~;2KZyqZk;f?Ve;3qh6ZpN=q3Hekodd zR?Frin@$iDWNe%o^X33jv$73?QPN}OP*iIMNM}#F;p6-ZsiIx+to16u^V=qrsJk}W z5~X0h-Kzbv>H6D^$I9t;)O(VmO++mwq^Xq{oeFuOEUd1RJF*|EBYmzUZi zxLLK?8iSJZOSgA?&f{Ai61fCrT#M50p_H*fl-**kd-;3hm1VsI7BN26u~@Z~Eavvs zK~#YKsrSOd$ZnJQ&Kw^ryGa(oPmZG*bQGY&o zcFs$>)S^JEXk~3oSV)H(fxY{^=}TL;leK!UNl$NWa>C<>t)|OeXQ?VrF>TyC#xoq& zX%#KA?S86qpqvkV=N zhwj@8hgS+e5lRiieoCWbTxWnnT%k}@>VpNBt>1Wq$(zOb6^-L*tHhhdy%qD_w`8h4 zAVtKnZ8r1oC%FLvzI6NiL3v}B{`u#obPJ?8DxbpMs}2Oj_L8vVM?1tBU0R2*;R=qZ zf?Bc|&$UB6EK}GP_C*`}q63L?pR5yIe|erkvY16uyoqp#Q#kp?{or~A4T`^XdO_}? z{fjzhLmk_uuUP7!|Gene+5m%EUtllHh?KZb6jBqAU%~uS!y(S?vTN|xANz6CWR}%=Op8_I^5FXUNW$MARO9O&h=r z9a6+QU9=rW6_eZFPz7zgu53nISzgXQhNlX&^2U83-qHx6gu?p{k84a$&~Ks5nH%TE zl-Zlfg^6(Pj%|$^U0G`)%8sTpMWdyxPd$MDxKB>KX4X_HEi5*ZR<-ZNBWbICAlTYC zo;9VHiCd`^&!*k?{E;-QhsVQk);GS!?}xdfwk{bgyM}LjWT|XTtA3W#=)lk62!J#H zz{b$bA?kLe9L?-0Vk-bjD(7fte-n2%c$v0q7SEZvIzz6PP`DIpQ&wf|by`3v-%KHI zS*b0J0HSM&Oo9oMz?Ew?Q}i~MLs13id+#cmqJOW=mjM_WTOhZ>l|zuu^NK~3#~&8a zu>7erzl&=)EjoE;9&9|&Mid@Rn)TqnZw2rR9$1=WFZN$T7qf*=+!f4n zUI;^a%oSVoAFgq+7*_zJ>4_OUT;pLeuGGGn)S%`gv^sDArY}ZN%XgK11tW`adLeIHH6)^)_cR+N=z% z$wE;c(ps8DLhk8fnN@%p_i<2f5QNS!Ba|3j_MuZ5bb#?N8FVQ*~Oj5LBqE za3rD1s&}1R@)3&B0`KN0j9J>99M{kku|cR}t_Z{>N27fjLmk^&x$F(97m^DdJ6h-L zI9_UJpJ%6@BB(8sM#!sMwwj<^u<;YcK$;DN6JyXYq@w}p8XuS ziMt;iBgm~P?(mG+qvIfQE6VHxv|e7rz}y8#$9UEO7ryJjPq#}=N=c_~8YaJC%j2iy zRveRl!gBku?Q=IAOXmfC6M2lyW)wj+?W%s+lS__Z2f+Z=c=k)j9tEv)3&L$BRnHkMAce)f^oKfQ zI``s%mfyG~)T;%okDAKdPj8%M zB!xb~8Czx4c`8vGWfVgC85G0Xm)mB&{lF;PG0}QNz6Z|UG}sp$a-t)qy|gxXkjypR zJio{k!f*@nUL(J%$}AxquvUPwX1nazfu@+U#rLKhwP)kLY#`{axLysQjHlM(y)fh$ zSW_>1pvoFCBH>G7stNF>SwvOx-R{h8;+P|GDSj!563ZbmEVHtwOJ#LC9=`Au`P<6F zf}9n1@Awgg10qpTc21aMZ6ma&z;Q%r603HDsDaSaBFomlAD8#-&L0~Ji4>2mcwF^k zu}b`N#;SGZh#<@W2Q&91*k?xS5kCf??dOO(nvlG0WacM1d`5kMc@-QmBUOx#fz`~8 z!W0J{a&nj=*T`DKa_Qw?PNk@v#%a9)gd3)u##j*}jCLq=%0Ua@=L9DZF?JZs5yshj z!K&Lf>e}*t<_J^jYSea3NzEl9?DV_Bp!2{QAQNis^RPLb@IzUqyVYAt6;`(%fQu#%NB)cmTQUJmJiIiBi~-HvJU$7$&mHUr6xCe2 z(d6s%rZAP7_$Q?hM1Uzp@WEoQvf1DEhkxz^T+%NOS#=guPHIrB%TbM35AzVZ=92fS zxk4$&0m55Pjcb}4U!LSE*RcT8Mb>2#2yFKh*Ibg=2=*PER{x)96e-p^(C$W0Hje4y z0jrh6Sirh3NPgE}xdWYY(y|9k!D^UCGSjfr7%(xZnCtZNF;gkPbiK!Fkwg&XFx_uv z@4wfEPHDD|tx+Q}mAHT9LSp)RvXtOXMP(^K67N9O0td4ipTVODAm-VFakNL2^gAYK zY)V<~-ZHnLZ+YB!dsI;`r~=@X0VD(~#^SoSqooQgmhY?f5>0-2G=KGcx_XNj(AlMR z@l=l(l7F3rbQtey<78o4T##79z=MHYbi9a%e1Iu^?2VVnsvGg8ie<6y z?VDx9-11B3dx@Q&B)nIVf9e303O_b}t_;{l>Q zUM%aJtqZYgFUUZgi2QQR@Cs*ei75W}N4mA?j5UK+7Lo(sV4xmM+v4<9aKr~R-s$|? z5)B6r;J{9MZRGrz=&1zS3wU9R(LQ)smssBx6jWSj09o#F!ZqzHoYFqp^tE?i19?O( zywjN$52Cd|B1T^6OvBN0IGDlqiKjBUZbQspiJtb4N#(ujPdm5evAkEoby^nOqto@C z4Ifi%aRn{Kcq5+n97PZ#=vQ7_oPRBDD&mpOVDo#6!?rqN$7So-IlqP1#Q5IueAk6j z2R?$`#-sZ15|9hs-qwVNyYVyyIsctl{&}Q>!<9cksc?>7%!^@!reXWU@pvrDeV4RdBdYH8j3dGb`}kD0>$ zDpU{5_tnjN7Mz5t%8nAYjubn{Wz`#v-0nsIt*UQL@ZQ`=$USzo{8kZNa!zV-S&(A@*D%_Wvcqy^0KE!#m zdjMT}`ByI~sHux+)*+cq)rAI&I%mhV3MjepW8+Yj!DEBsov7kPHIb>tgNC9-Ktrl{ zf~vHKxqWeV;0Ru}uGItQp79H_xt3(%{38Q7(u}vsv=IIAoS#gW$!#Q=D?6I{YzM%e zN*d12JQ?tCQw?k?B;OBWe;zZ}b&-dOwOL8e;>s`K+_#C-1X2cLB-1?7+y8|dMn=wJ z&nIEl=NwkC>mC|WJtuRKx09~jc!7yh1=NOQc3Iz|jK6Quice=Gdt=bji7s2udW!Bf z5=hBR&{Gzu>4@ab4vm`Q+TtV=vJW|`ncPQuHBzq6QQnt{YZG0xscznB9>qM6)?%wf zgd-k-dHd-q(u{hQdP&o>j0qDG))UP@ zB+H`Io_2K6Opv#;M8{ZMEXOEUV7;#qf48YuDa~8uRac*i?U!%m?@ya**rwdj_mlt(feJ znu1gM&Xl!1V4UZl)Nze8DVeOCAg%gs7VL&$9@%8CrsA$w)PjyyXhk2$y_pzhqRq8* z7&$XTaXi{gOShcn%F_wcCS!S6BdNZHG8(BKV+x>__y@WUGX;PE*kI)7q?{g{pzYf> zb)PbiS3=K}_hpXK8`m+WHUdi_-~3#O0gm&#L|UdBux;&zy;NKh|zwor0!ehfV@ zVA4$o!2-jEqeDvMkQ+0>`5!T2e|}RA6p>W4KCBhjyFLpSb#)8vn%=^cQuz8N?k>K0 zptf+YA|q!q_T-Z7o-_HR&H+%?Zh#x!c4-t?man2Y$(m+uo2S?3g~i4jt}N!+jypKR z!f`;V$@O41d4h)2lZADzGCYbL(XF83^O;B`2scA}?cfr}{wX=;Sm;fOBxquuGEru) z_kMktX3C*IJIVL+aImZU>d{v{j<21NFbv6AF1%El3WWR9o-kD>@X&KW?I5Kn6)9tC*Sdm!uA*5SMsaOjKm&CqTWvu%RJvaSM&sKA)c}$x=kO4 z7+$HnM|Hnh9eEq3po$+po?_pK1^ZJGaAdmf+od6<)nhn$#Y{ZXE}G_3R(C{&e~Ii3 z_Xzx;)3$afHZ$U%S^XA*vC$fkAAf`@`k;1o$Y1$A&Ba031jlNRR5MdNQ4IMC zGbiFMCupg~WLU}}>r2a1AJ@*_orSO(70~X)*R#IykiUI|292eg4-+2~PMGhC` zux54O9&+-{4fV{+S2WL5vRMAL?x%LK-#%tqSUbMNvq#EfMvM12x2>HlIM67jEJMm~lx+L=+<>%`tzK{^D>FA?uL}-{VQlAW>eZ>UctE?b`1QluKo9JYo6ul8fj}1R5{&X}4qj zvT>izk>m{~K}Woy<>|ADmVee(B=yqiuevnI-#-$f3vHLXYXMY9D;p2)bIe)szZYQU;~+_Nm4%@iBV zabIszp2F&0h!VA=?Ps}IKq|woYKu+9#{q}Wr9gB6F0b2#+s|X`+oSG1pS#k21Z`hx z!w0@=T9aw63PX&&9F(Zf3TQ}Kl|ExpdR!|DcML+h+(B))v<%-?R^I6HTTeGXQ+adT zl!{vl!$UgV0{^msb#8y#{dX@aDvFjkC&w2hL_qDz`4L$r;Gxlrw>yg1HbnHT6X! z2nSGbxNVgU`gQ%~8v#(s%Bo#NNHa``lXmbL2ZM4DIP)YO1A`F@0{K1z3=Anu z3~;E_QA+VSZX;0ZfT8={x`kG$zoidL*(9#|Y_4mra)_00#M;fp`q;=GLBE(IEC|K>#%G{Va?!=9Uhzq_Bu;tH*DA`+mL$Ug zD|xK&u6VhmO4;~f4xW8Ch)3uP#E5JN*l%6q5Iga`CI9Ve2}j9Z7*vZ|7MeCPd>H^XoJvafGBvcGdf&a?r`Em1vbE z&AoRLZhc(hmzB}XPd;{Y{!DE#4|Of=q!KVo`t!+3=WnQcX_DegK1DVkC9G&}y%SR6 z!2m$>U%B6mJ_13es~Sf46z&=eEFp=l(UqkBuCKj~zykq75}HL;x6h+Bq0`g-`fa0 z(UC&|W=14?-D09I3I=~Tg#gOV_ zhVitOC7oa@1y`mUP*}Q%LXdO@k<8~gmC64i>u&1k#ff~0@mkeYr)iqgq6-I{qYDBFfa;(d`pX(xKk6XSAU2PB)g z&d(f@Xz$w}7%NCOhk8TB0S8dBUQ71Tsa85BQ5m71w@^I^2lg2CQ`cn5z%n{IQ4u2@ z_k;i!G&D(TX)dn}67c@(mz(Nh(`SaFRD3HN9K?7DOARwl?`TD7eKhKSR_qD^b>ems zJZB5m=dgP@Vb34+i}$WVrwh}F&9hJ>Gh6uTYHoZ&rVLN{!T{*Wd2NWuch6x7Nhe_W3f`Oa(~^laa{bn(SX9h-@kfe&eOfJ`#!~Oez|Gj z@wfJc50UYLZ|7SS0~lgOUdhM5wCtDZEvyfhUDje~(HZ?9MQShRspt31;D>LQcDR5` zf{IJd(N2+W7QxyWb-iE3rmfZJF9>Vf=9Tx8pTlw`wr{+8T)zG}{r27L!iyDTZhb#Q z$!>b2XaFgu(<4gJ*hJC$6Fw>6>K2=bNx1nFp1^T}pnpVUzUIel+^^0Oqy&H7`b6C2 zYy9i@4W;w3L`;g_cMb{Qg)_tetx)sH1C(Z(SEo4jfo|PIJg@e+J9;v)l>F1EL&E-( z_t44DuB{=4jh{>Tw_k{E6bZX6DV8FWfS>!;b*U2MdAF`yj%FJFi2o0vqZI!6K5|F; z>|O1y-Utm$lieMQU6JFhZ$^}Y_qHX9nL6!xCv6Gn@sm9}n@7^;x=$-LZ3#B=b*vNG z^j$>=lHUIv4GkIK+4vp>2aa}Taks+YT|9?Ql(cF&u?NKY6bV<|j$-a-a`D;P3qarB+5~qNR4P%Hs zVZnr9)c!Z>YX6+%2>gPPQ2=e?DCWL7!Rmm1+>#2{=kn=^^30a=#PS9Z4wIo@gL}E% zc}3zJS-1cC*7|f|0G%8-NGM-EzdKV1qOt$h$^Wr<5S-MVFW_7H0VUj@r6gk@D4u%m1a?_Wd{Y<4VJS zQgvH)sJs0)wjNFw9zUcq-+$}s|5z-j%+-)2U4HZMt>Zal_$4DasAHyZVkJ~Poi22_eyO(q zwxc_Z|Owo^bK9_Nm=A0q#_ z(}9Ct&J=pkgw90?0-dyUizDUd3?`ZCm$URL%UqQAmD+Zo2&9!P|;g2k8~h|4!NEJ!zJ|xlcLBlQ#Hw%H!@xsgyPe zi|*I!q*w7Yy%dH?pHtN8n3BmPP~62wA|r|BdHOsVhI5vTWTQ=na|3wvE1BkM%?-(S z_pY-fgz|hqQ=sS$92VtE9JuCNlt@>o47Z1zM zb?@+RRh3@jr9xMCLAmNjJT5^AJ>s7AQ0}jU_uT5q10VNT{*x1KSqs^wTUGa^{Wr|W zFzQTM)o!^|*z8G}XgGKMz%U5iVyLSgzO@bxLbn-8lq;Wmq|29kQUdP~`lX=Xs^lg=A6$hk60(Q`Ft!*5?&kKAp5U21mhFo&BG6n=x=~Ujo)@ zFC3-}l)}D8Xa3*@#VWHtb6A{Xk8_AD(f0A^(LbesiqrfkoK{4Q#vB~icO>pPAX5B2 z3V345E3~AK@qC^%imfkoHpT0Q;^ikHwzDL%*LLpk%04T-&`2ajFR&s@f6aX<9UW6` zy$<~3PCCP48A~!c|L+pN9EEx07omu~`tM)rX|d5ppAV-7^1ao=$KcgLSFUAvp%Vit zLtgO;-5x~+ap8{J)Lu+%<)wr^{G>Fn z-PW`dB%xxlz*iAmuc<)s2xOoEx0<8Cxlx<@(AJJ00Wj!$hf4>Y2w_70iNB7uAJQ{+ z%pHiOj;9`|miQz~)t?!Hd4N`HIW{>$_oX_XTX)qr$W83Hk@C8K!cG)7oA1PI-f2e+Au2vf%6 zWS1XXTN6iw6qht32p?EnxiOwd{br>1=$wm@Y(%Gfjm?(MBM1vEuDahp{%hJhTe^cF zoViPrwK>;z!idBs2sjQmafU4R{Pg$hHN_@S`kre@^Nui{g2)T?-|bk?I@H~;U{nFIG~a*h-W z9bPhHMseZMiWlbxynRH)Tv+DFvtehJ(CKk=*1|&(|1C3nS8(%LuYmTm(ldt#H;1RM z#RO!aS}fP0bxU6B!rKIP^3i9yOAD7= zaF*i9TSE7ZtMKw}n)~AVmEU%Cdufh*gh`yAYoCqgZmJKq>mz^ho{k1Xn)^~pAfFG3 zLYsJfS@mP@?@&5La|=eQXA1Z04y2;Fctc#2T;wj-Rz0#no=e4R*6G);K=u*PeJ-;2uhq+Waa*W3T?ymaH#x&@ zo-PigIZQygn=r6dv&tr z|Akm})i%vJ|HI9DazZ!+#uhjhz`oxB7d`bTo&b>2yk{vSPg2IUm7?RQaibT1W=dzV zVYtgvlqUq-T|V+cFnP0Hz%BC4Sr_EYLMRG)7xOfGSV zrs>b(=AlcPN3fBi!UER;dG$UGZ)4|t`f@y_0byOibfVe`Z2P?z;I8KCne#kz?tfQ} z!Y$_Wz(&i;h1qr7`08Ode%WF%xd0jFDtd>$5B8nx-gOSk8cN|U0hrWz! zQxj!PBpiEM(oD%LN4~4}b8;WNWY{?So{J~+zBq5{jl%52Ml2}6kwP(Qw8zF-ai!a5 z%I16vO&Yzn`ZwB=C)!Z@Z!W8!PEgxiTHHXmd|Y<>38%P63^lo_@q+~-JCCHw?FQMmuRyr|`pjd!uQ)_g8n`3U;glS4wa|cA6 zm-;$--&#wY;abL!2MzlMVQa};mz|e3I|_#|C9H%Gj8d-JZ)%9+;|PwBs|YaQ)T~ES za6OIF{c-7qEgwM{NP!E}?#NH_Flu!nc&DbL4q$-=gJZmRY%PxKNANkXH%@V&pvYRz z#3;t6ZvugG9Rk_w&_6(NF(n_YM~tBV%Yew7SX&&M4G~AV&$MQ&cIJ-Peez`(t%U5l zmwJold|9MsB9r8qGe;r^yjOT<&;`U#jS_II&h$KsN&dH89e z))eZSt$)8cRw&;I>^12r?cZMc=Y1l+Kj>80v3}xlf_;kX651p>J|NuaTefr^)00O3 zZ0ZS8JoMsf(Ui82wMy)lIQWRt39@FyT&|uR+fm0`@LGc`z{O$R8)plGA#>HhSJ!I4 zM2?rK3=E}XoVwa)vdux3JnL+e_e4ONEVtrObLuM{9mvbtN0|~7 zd0heV*R-|;Bd<>1wNapG*(a08v}%YSk@Nx!N{3($AuM$~kCI?(oYo4AWo?ISeTTo( z>=7blM3Atpq%-kUJnLm-Md8Jdj?q84!0n+mMD@tq>a<8GyyE@F zk6klmH!nkJbYLe|yi};@=}O#1CHLVCn9&-Ch(wTlPk6fixsdoq9EJn-x3>!5HLi&0 zyOP@d(ML(%KbwGMd~UJwHTlej0KJU*_$8iiZ!7q%BA1MI(+j}jJzrCwqTl9@ z)r-v3gDO_ZQvvU|Os^m8wpGoOHLtXjJc~55+%47?*QBrF-ZZ?1;Al=8AB+Y_V^up# z7rfTyh3+Pb3SKS4;DLKFn%SGENynOzqc@;#zfJ4h>Fn=dTJS@! ze1Xgf^7mz`j#HkkPGVNORt9ka-JU(VD4kFeKvOGcCTAivURafl{ICUIJXhpG5DXA0 zr5w1#xd!f4j3cLT06|nQ51%8V>8=}Y;y%!S zT7;fKL3b8x(_Hs`$)fHY+FB=Gng9(B?a&@A`;Dn4jbb z`L`{~%j4g+nLRELv`4<^eQ~ZppSYy;f6U#^cR(s#N$WXunLRQP^l1yg)HEWE9!C~R z;W_K_y`!OP9mX9@(mJ>WJA7-pJBj&v92w{d@HI`8g~gov9j3q9D5OM9Jeaqf+F6!{ zys*GM^blYv2HUJ4a@bty?DX}Tk9^jq-WX!*ti2k~Ztru#+elwJmXypKf27bFYKfa- zWudMFEvs`a)&(G15n3i7@5KZ_)d&BBkO!t^xoGSjsl!91x?w1!r>HJq~tTJBqY@f*k?@U89hy^Na0ILut zNuDQVC02RW=gpBvJ5}M86*~Kq1?OTog4oPSf`Y@s??#mbvBv}j9@~_aO(Syb=fpnD zFHs%{7ab}I3?GiibG8FDXKn090EE_CacbY9J7vA>A0C*+FQi!I?@?2md1dp&cJpiL z8Yb2pKlqafPuB0vVCSX|@-j4uVUm^B&=Y9f0vrAduXVS|s)*$Myiy8WmOG&hNluX; zx}p_>t(LOw-y@_nh_5H)!8S1rlE+0Vzc)2{!~T|~oDBc4W|W+({v2mbcOW#3atb^1 zX(RkD%vY^=cjawW@?~X2H)suMrjKByys}?V!PQqzAI9UU12s4&gVL`;9DPd{Kd;7& z^sHX#X8kZ0{3#woTG*OcF8y<#DVzJu>S%W@UOgDF3;J}f6{Spk7UUAra{6FmkYT2z z!7|h91%Ar*@ko^V{#A9=TlAY!hI-^&{4e}SrfwPyuWPs}|0OpO;)5+?m#>B3({v^K zrq-;?vcs+?LN8+mN%FGV(Ub>N!tW3(Pnm7+jrg>gHaT!PX^E-@kA~dz3Y@&gSPDWE$6gunq zeQY5GZ%7JXoylyUXpF+9B-{VQoi|g}h@*sHm z9nD-lzbEOyNrxG#@kXMFsC9d)b;eqmgYlB-iu}~ zZHKWv+fNBYCJTtAHNaH4hDVq4>|Qcc>TQhn>_^8^s!A$tA?bS-l)Ra&E*lqJ=`B1) zMz~E-L;$;!QAI_RzWZHJjMr#kv;zw4MFD^01FAh>@?JN5nUw6us;hugl)Sous+@~_ zg1Ngi8w@)+7g?O{ISjL{V$x;41ye^{}McuYbZ?7wHMsRE3Qzob=$N=Qwujz2dMF5KR{_}eTx9#*4@-N3Ux^!0`lvs zoCnq|eOymnq-6}r4o7|-uUX>n3k1mQ#E-u8Simzv4 zSR@6V;`Nt+3Mws2i~DWvmofah8Fy(^`C8MdY7KG~H+Y~?gTeWC=nYpMH<6H%5hhPJ z4Q|IAP&e}dxK7N^Aux{;0evGdTMbwm|- zVRq0Fi`Mw<0X}jm`3$Nm*6IX@eszC9ocPL3 zn%W3{C;xb(dOSb5rXuEZ9DJs%I_N>d>mw( z`v((3kmlJg|3NU&Xo_w89|Y9)$J2MGw5xf%X2A~2P{z`}JYj_2H)l)~KAqmYcg=@+ zth?*EOWE!yLL;|D#ZqdzxmE-1El)dne$M+GW{7T)(*^KgBGZoA;s#OhaUTwFV|w!0 z*@A~2i#TaV3@Ag~8Gcrt!nz88UM@y}cyFRs;=i{P%}K&34GD(|<%6~cr$5U=`a|2j14{s~Yt>!4Uww@vo!uUrZ}39Oc| z&5HI#342lUYXLM>`)scsGtwnv>Z5xF^#+DOhI%PDFqdZlH86gDTmWbD{7mZ^%Txrd zS?Gr#u@M@+q22K zP^!9Sgt~{vNc7QLrzf0ms#2w!yvyd@%f7GwSu(hW<6o)@_+l-9APTK0UiV&%D4;WD z`6&189fR3+Ro3`&T%C`5Skh8EZj zc@uOf2qSMGJa#=2%sv#fUie^v0^__?O-SfHOl^NA*DC7)z>EKb_o+RkS&E?UUYWmG zRQe}T#5TiETepOKv0)0c?(djv$o2~c*((M%s*#sjvxI^N5)NZ6CSwb2xUC^|OH{pu zRA`Oy5t0JGIy5-6PG_Vc7ZWL;w#XDz?Q>acBUzR~ONC0ISn-5y)>E-M(GZd?aTWU_ zWnq-&h%BCEO}RGswmSou+pMW540sltbTOHH6ZgR7#LxUiC}6x_(_K>&zZIF^%)VJp z=>`tDo5MSy3y~m!uQ#+1VvHL#lO~G|bKym^yBv-Ps`A=t#e9>O3k4oyF&V^+JmVS+ zbwyN+ES5ezqmS?=O7eGD{HrkRSelJiFss%&ZYQw!=gj!4SSj*y2#9varX)j{O+G#o zI3RZ{&H*M6QZIpaGBpYk%qvOiAsGQijxqVqj-iXk_vg;h`1?xlk+@S+fv3?YvaB=Y z6*hLDlHHJ71DV+Sn7#MYxx3SBijREumdde}gIH>gDjWBi5|@3kR}kP_Fm(R&btEwG zVQaKinfvFj4z1UUdfWoPfhIEl_7Q=6wQyVEJ?C@TWRstA*K>!&(vbW?>9@{3PLVVM za}N36qn5-(Oq+Yqv&0`e&6!o|VvMy|s_Xk+p&=FN{4gDFpO@w*vJ42;g);R!XGYGj zhel-i+o!qunV_mbF?=y9k3{pxzH^pXPmL27+dkBq4r7==uGM%e#^`PuePm>IGcODE zsSY9Z^GZ}mhHu79uNrS-@|6TF=A6v8M^J)Xi@KS#AgI@Kj31@`SP-GkJX`;mxgqs~ zix7LqM2AxfaHH2KMg-}as~CRwL!~bdLRa~bWuPR=FJvrw16fq{^ zPMe!;WfF66`viDGE@0^ePjIml(VeI4pR6_COJIZGO+k!8idYB z$$#-Kz(TH)wE?!)HBgak%$v}^OQk3Swf1A>P+$ttfL93R7feSrHzDhy$7G$~nx&^E zLdKEI$4nM>RdR6yg#`*CfitthL-~nWcV>A?rHeh%ofZQL>)SH2~Xz1@(!l_qyoHwb(4 zp86q(l}erv(;$K~NJ*Q2VxN&x_ND4;B|Yh>pA1<~065^mkl-rI9kL)7Y}OGbu>8zs z!BY}HyPOObdb<6R{y5A7)F^l-GHs0JT3)JnQyCK07O-^aUV1f_VB=*x`ejpCs3PXNJ{Vd9DQv#WMW@eB7$WH##t^zu(O{T^=d z$(wtHzy>?*;;5v$7A#sSWFT%W7n5>B<(GrrDd@=Ke~GCNpC!ByAW1Yzq#2e>*(8D~ zFg=dDGyE^wy^K?wKgnDgUP?1OD)%Dk^A6$kxC5X0MWdgbwH7SHaTjPzHJm$jep+B( zx%HdDw%`0P6lewo9JIx8FB;5^FV@!j z%{!3ztQa5ouW&t$6W9;6(!H2CiTkxhV}rnnt=tFC*NzZD!|RThTYq@*4=)3K*jS+8 zdEU{NtQLwsC3g17*9CoCCJno{KF^|Cu(Xe3efeIHcQKbiT)T{X;6)>h=$8h{_5RjD zHsLIE!!XII{X7}=7(C8%eaGEIs|VBt4R>qQ%u+#|bDSR!M{-7NxHOKGS$+6uV&?9) zsG0r7Xjw^$-VBZ5nWh4JBY7C-#*{PR-fLc)BiU9T@Bw`ku&R(8xh;flY=4z;%SV=E z6%)J$zL&%;88k{6ciZxQckOrqjHteF58Hhp&Z{i7Zf6588-XV{pEHgY7E+XcfJnA} z>1X;CGF}o}#TP&PM_ugKJ6xpPVMBz-kMkT~YHncL4IC;spSdG9iQqboPlJQ6m&Jhd z5Nkg2*p!1Q`PZ#jN?D-i{FZGEsQ<-smTmHJAbyi1DF3v(P5fLZpo@Z_4GN!G{U#K3 zZTVDVO~RukF`n%;JtXYE{*+^w1!LAPSLoE(utDt!5t3Q{`&_|O+;1=A-HWgxrL!~e zmO;f<4K&J4ce}xU=j3?eY7|`8RzWKe|8>O6wN0^w@noxxce2^yffjEkYydliZZ%1Z zS7KjsFHUnZh0nvJ>H6iLkmuxyTT3i^E#fg|BM}am^G|BGl zd1#!!$sMP7mDwhBb0F+l%8L6S`r*0Uf`gE?L)0W&cgh~!OdjnxM3#(tnWUh)(VTc3 zB0~l}?@q#Si|QLMl09mGxs7d1OH&(;5+{%t#<#Uw?gd=v`CLcaap^mCRv!lxy z$mgC1bR_P$*2<&yKbLX)1ZB1-_})Y?5n&SXLQ%fP9#x=#tgxGeK#d9se+NyAFw&&~ zHxT_y))O<4TyY+3EyKM;nQKRm6arS2h%5Yg z%-k=9y6N6O7?_5MEbk}2JKwzb#Uec3+qZxW36@pUMvw_0j+kfrzVuTA;Ccc zD(zg1CX{`F@E`%%b}l*-*Z2JlP)Zt;bX@LnJ=7;MVRuiy{puRtT7Qx+_=Jmywu!Xg z=72C@gKv!i?n0?mjpUs9hn{FE;-u=oDBz^%zsU3C6M(=^e>k0pP*Ofg$8u4>>wC^v z3G+ez$;Y5xzM5Ql@R)Nw=5H+Qc?s{D3qW=`Qg&>l3`kc)OlWs0OPrW^`xz*w$KH>c z3!a$QYwyCb)E^K**XXhqYjUK%(TXY~d9ImGQfPWOWFDzAiQx9Jl_%&XXuBF@yjObx zxw{H58oBO2Lcu8HNjzrnCFMc=ec+J51+iQ_tA$t8-+&bu$#4{TS~SwIK>bHR+6bF8OP7qzWJdBD2!3AYz`HEMHssYoYo^znt=`w@TokS=5YstNese zv~%sEK|96D;)q8GAGE`$EDi`g-`8dwwCn$r?+Hkuv^NHtm7C5td`3SXM0l@RFS@iW z^0Hc3NM6>ry=%>s3Xnk}+WV6JJbo@N9ePYST%Nc5b$avy2^BkCe;7D|YH%Wfx?tOR zrI$iJdzUNON00XG(WLQ=g==J96y&(G2GXP>?%$2dQKVNk*TlKn;EDH}qSd+ekp(a} zJ-Yl)C&jvpK1H_4dGWM18vIOjGv2k?+y09>X;eUb zGdt@TOLN)4z!CJM%fap*-sXV0366Z33P?MRg&xndb=kzcj~W;>V!pKw71eHBz)>@o zH{=c?SF=H1#Z!nGozp(-?0>zx?aF`oBuMJqJGtQ94U!|gtFTnH$QHLvb z^M*-;{`x(C_79Dn9Cf6fl(UWz8NnpWU(;!7Y!rpm3tA}UxWvt--Mjk;zro&Z4Erocgb1>%`=yDwT)uT=GDh`4f=2^Wd_hlFZkxXo@7bY-RzuGqN@3gO zSrK!IbZzU-%Bmsgt07ucn#e7E7z_P&ZF(S~y8Z^STu#m}E|k$sd+Kjsxg6Yj-yb}$ z1i?{SmfaqfD7fwR)G}Z>_@Irci%o@b!JU7E(CVq>fSPk~QS-EHR77oqZuy_csJ=at zF$T=ZeeZ?Z?5({YC5+GNN@&_`5_FAiwY_+i_Go}|^O-U}Kk2?*n#Wz=j}S_~7vhX6 z!Ijv!JB%ln!IdVt?4Upu_zNo*n+BOY(Q~?5&?u(!F&=!D=5$JSZ{H2GtjBTWQLG~f>5}kBb zrzh?#AJhxW*>ly!UnmtBVN;zH^&KgGX*Y_@PnD^w1nYHmoKCnG$if3yVWzWZdKMEZ z^sjUy+08$xQo8C`Yk*5?E$5GuOR0a9ax&m8*E#tMz&{QY=gT*#bz(*Gm~B2w{B5RVY4lK zi>8q$SzblC)84O+)oI$5^Xu;@SE>;`yn#Jb|U+ znk<3RfwYU!_`eZ2s+jO7dmBYAN;^$`UJ`BiaLavlP6PYko3dVG8#2d9_t>tA@{FuH zkhtHJXRJX3n9?weM%tzwt&F3rl%pHSXB0@JqrEXyQy(f|9Qb(+5l6%sr{{?g6okGU zP|L7Q&_gGWJ7n>qu7L1pZFf(8Ll_Bp;g>ToFdk%extvx;ImM!ohA6~lFNS7 z%P2~^Iw1wCMTvCov$vtS(-dKy_#IvMK`^x>U8|Xfu zwHLE?`>Lwv!)CI=rL_H&7wRzv8J!AMA&$JgOWd0KblAHjIGM3rt@gGH+tMGGY@;?r z2e$&)GMIjws}QGTIkSZ zdm$jd&{zFI5!{as?Fe(foQGImG(o{m(~a=x6r0YmRhE@fZ;XpWiJ%N2ObfMEPr!8c z;PTqAC&T>|aF=Zw%>b&!_2L=%O7DdHqREr1X%%0q-MHM6^0GwUKSsqKqnj556w`jR zod8$%G9t#NGk(?Lss8H`Mn0?gm{&a+DZs=Cp7t*n+b8z_2Hm+kA@Bw6I^js(-_Ly% z`Wo_HI}yUCjL)Kg1cNI~eSr4^2}QkqpPGeQLtZpH@Mg5{lgWwhw$}lMbOgYVM`>+& z%uxvBm<;5q9>};z-ho|=KksV?!cPCf!Cc`388-Y@gz&;UL%?))wL`Hwud*SM+s%4| zAb#;6w2weOO|;=UqRE%@?{l#B)&zPVZF4`C17ie>n>7(Uei6`Q5%eUAHZUyo3rcqH zx|vtXW=6(0h{5;YG;>T}jlVDrgs^c=WCbjvy1gGMGqCWQpMb`wIMCq(*+AOEcG zFxKkP3V11C_c{`6q}ww$7RnVvVHomr3ev&H?J;dEI`=LamMB>0eJ5xVW6@`G- zO<||beY(|$_sLnybY|3H(CLU$Oh#YwY;$_W+w?Rbo_j~o*Ry8yRatbi=*xspa^#}4 zgW;+T>FEO1roJw}1{fe461aWta^dIBT*t>06rn$}4*6V-yB6fmn}WaC3ZP0C*tW*7lDIwVz~2}YdU zG)^RSB-CW`Msl0JKkw`2+J+;1`|T_NL(3~0pM?Xt8FxTz6_XPUP9S@44c-@)@R@b6 z_Z-6`2$FO%V?^ByRewZJ1W}sA-=t%H&lTn&Kt7Re#{5njKaClPE(Q!cT$o}aeb)Ob zk9qG*9TKpQfQY9VPAw|MlemAkg-PGr>Q7x$^w5I`5_}cF2SGAXmGlP!;h2T?kCnWt zV_;}8t_2b1=HT|V$hocA6b3k2hF*J&5DJPBcvm6{>jVqOTkv2O7tnrdNmD%`ZtapKM ztcu>NsZmk0+85lEX6Buhxx3B;U zCp6o6g>czorOs*E#{EKm!0de0I^KX(JpUwu`1j>Jyr=KJOah|N;ZXmu5`XpjtdWk_ zj5ZcB=YGjpfxiE3h|!8^Rp@VUp=t3BR*2AxePI+j>7{2Z=J_uQVn?oFmb>>};?xUx ztR`_vi3g4tI?mC$P~t=P$UZ)O$pP~0lX^|B(mBRyNi-gX>J{pDi1p+%m@3oSlxOtzCZm2M<+39Mjr{g$azjE0o$xf}sD)Be-Ef4C z@HFEO>wdXc*Q2jIDz%jawxMkoC=FO#TjgWZ#qH;+8CW3AoZH#O0uD+J6$mGTN~r-ard@9vIa=KACSE4< zeBAO;67k`$TK3pk8BQO;%2Rk**+DEU)XxNx?8U7efvC&J38lJ&{4Z?Q7DENHjDta+D6O*ZCaGWW!0Yl znPJT9OuX^i<8KPE^38D0k8RkV-H11$~gr#C!`SW;#1#jmGJ^=YmHIu{0wp6y~uZB8lp9Cmf$SkB0Kk1_S8(F1xJ8?-MCS4B$m|XUa z9eo%+@aGj%;HE;KHcosM@z#1m(Y$SxC}JZx0~J}+%@Mcf0xA&r4QFmfxC5RO{ zP`J9>Wh+bSjZiH~Zd{40)nd+<2>#k%B{QNTlD@PLst`q2<#C6Zlw>ebk% zJPL2i4@%NRL`Q@-u++4cdpst!o~|KGBnUD{S|aZX8`B~z5UhU;{D@$}wvqLudkd`= z$qU7xLBh;wz3l867E9K&ft+8#^q~rDQIY~+50W?VV-qGpojJVGs$JoC3D>6v9E9&v zp3P@1G}vJl)rK8O+XZgBr?-%9FB{OuSde>aG+UQlWc#hW;7Kz7sk~hHVZrJBd+7s^ z)@sVPg~F|~AD57G7)523&DifxM+&>yNi2r&vF4Igk?+xc%lw#c)eeSTE?bD*G4k67 zCqJG#gg)iyEu`23$^OXUepAVaoy8ohJNZ^;)XRrhpr7KPaPMQ5+s$H-qh&kk0?hYs zbDcsnp9%Is>3!2KDKue7_Hlw*GeG=%_5O39a181PA7#F5M}rd~u>>eLebnTlgs( zhk*WP_PVV<_?WSkmf+K)X*4>aUZxM>>PK${7xwqK(QuV5!8b>4qFPJVgtwe+a;^y zuCBQ*yja1#tLulKF~U<@Zf*Fl+si&2I}*OXf=rhmZ!LDcH;Vpl7ub`z+orJ?57vKj zhQ^rCz^6d|t6Kzw^1`-)TkiJ}aCclu{U}!+J2}mUwUU{Zi8bC@U0;u~q=q_af1q?r z%UjKHS74b^dFlMui2-I1uf(pfdj@bX-M2W7b91?mexJu8<5Z4QlMkuD$H*7u6A}7! zDd&gV%Hqcks%IE&K|R8g?`)##Z_lg}_nA+)IKRH~dta~gn&54^QdT!!nSRH0-V<3v zZC^Ef@c?2Q$>#-=TZ`}AjG}w(0^4618bz=5yI1>sFMn&S7)&r1{$1gzNMp4s@duaN z4^ZTs4rRNUOuwjlrRym&8_wQ;@b%=Sb*!k{^_vj80Ots^W>yjSO&f6U6-~78`{GQD zhAIUTGy(#rUvxShH0an>q}yVBXXbx;Ie6-t2XZIx$LNv9R^_!n{4NuXF6Q6^cv{p?+-uLhZ_RBNnS zZ47@`_;*`7v)6ggyz%_sBw%klL7u&k{*lS#e;sXIKK4iZgR)9=XLw)ETA3JG^lG4% zT~x*N=fCPx-l!Ilmv5z~zvu^SAo5KhZx<9+Q5>+wi^~GGXA5rL5x&XiUL(Vlpd0@n zH%B6JY|b1d9bPKh{laxhg*eV-w}kl-v)FLB=N^@~SRvx}Ko(j_r(f)L?h6*w2;cAc zuUbrNq;wKO*`fAt8&g>yBJhv{%i#DxVY>sm0j+P~x9Q_0es^PYB0Al|iGjx6w1PkU zISqu7>eXKxL2s@o)ZP8XB6X|30?Qiy9FWCS^oU#Y#GPDfB(2WV$(KGHYg7E++jF8K#vmC^6=N4;A`u@Yaq zzFlBIL?7?_&q&XDc6Qg0qg3_~^HNixI79}HVyO1iI6M~bx;qdAchW`i%1nqrfO))9 z-;-xIQREAKKymQdf!i0B09L9VGq4PT021L2jTxqwS(VbWLyq_(!?CZBhaoI4u{(5L z)Z$wYQV3)xRL$JTWb?nk^TDv-!!+B=fJD?l1%jWn`c+TI1bkEuKAL>;tf7{K zf(tq8ef;5z0^BMkZ(J4znXsuP#6~M-7Wk(pl|4dNj^!0g2O`xtdbBtF|eZ528t4{Cy?iLCg50v@spnD*KPU7g{sl81|>%fO3v0y z^lBr6eXqM%v#3zjBl@3hgAls1S$Z`pzyhysZ-%}B7pT4v{bK_j3IobquFtH2^H-T( z`sh0s0Zel_5mcmCziq)`xPaN-?!=w%;CFGL#Kp{3%FopK4_+4&=1lRQoACR0fWJfb zvvvQ6%3D0ZK+kHa$9AY@J~7u#Pm^ZsC@*CdO7Fo@!FP3Mcqoq96Zd+j#{a?n3LE(= zHCLURNTm=X2%!Fk0Pe}RF$zhV_~5RUxa?-efl{`Pp<8X#1Bd?N&;Zsz=A?KW-X$jj zR3wCr4aloH+6;{RGxR}=`g)^fQ#gCgMD~fHIZ&2pbl}ORUJ!849kwg2KH?P`072c| zF5%s9VU%Alx#04N@T!iuJ^a&%!i;NuZGesmR%Ps;zTg8Hpoi4_up|fSGE)lEZ;CjB zKjjl~U%o5I9H|c!;|Lxe7kIyJM^WQxW_{~pMB&e-yKan*!vOr^wI^CBU2UK=sFbX8 zGIe?(@rq>)<_T6;$3>V#1A_~HLn}jk8v~oJ#W8Z4j8t_n6$d_=Du?kmVO7yt?Ms8;q#JCbZZu$)7f{(l%3lvTo{@kCTE(J4&nDi>2usk?htk zZPgZk!J9F3lMh?6`P^Oj_DPyl31DA47Z^n18%;XLu>Urr0T28vt^(5UJ{JgK@x@7H zTvZtH$92mxt>U%F<@~kcS5z`S{z(R!-4Qa7IE=gSn(z52hvMeI+kM>m1_q>Vn%yvg z(|oA1(r($8!YCuhiPBrTMkk|0#&oI%wr#msB0ZhQ%XChZe2Mg45Bx%Rc;;E$6v=M; z55CLU$#7TjGxBTa5KHr9nz6fJz0}ugmv1iq#8*tmoji*)Ug9&Z{*H##q)=D`q^ZPp z8KvyR^v?Xq52UF~tEZHNHUg?hAbaI%q9>|ROF=RaPgv5;Q-b0(F+vZ5yiji|iL_vm z0{4I;T^+r(lPc)k`DUZdcb$Zo=Rc^~a#OAQdjB2&7=jdi7Os>!?blU|h#j@$l@}CU z{t0WMB)W5g$d~3gp0P+rN2;?E6lUc(UYQV!Mpnu(tBAYfwb~Z8DTR1$OC7#+)7)VS z!c1kmn^4xvfl9tyFS%*a%TXvumJVZmwm3$BPnf#1OTbVuv=KD~7~Dz&8ia#K!`S3G zXz`E-d>gQf-C{|EylkRsVhQDJAc-U{uRD161B#tT2I+ty=yt>$H61&6S` zrr^{Ed2Qy3p#xGWv&H2(S+fDw#An0jFtfd|QuMb~I#UO@Z#K{?W22`k0+;%nn;fjg zG7V*U_76O*#VvX&7#$Vs_mS2wjLt{`7*73k=&?^-A6R*H6@>R?@uw~HM#HdiwPOel;bR&hDu?| ztUZ*2%ZH`%jRA+ufw)5BIBN?I=29uGV~;MoMs1vG3R?YoX33-c=yMJ@{4Zu4NVF}7 z)}lPy&9pmTj(oCkwv54@M$-WN6e~_FBwk*U)ks%S-|DGctsF z|1!^pYd-6(2$rr8QcJh`F5t4voCxOmB^GC39C&A_kT4c- zRr+A0ejMz_wW$2RD6i0ut!?l>?#l_C%sjb&8Pe#qjs5TdviKyDD8Z)_w}_k;HT9kf z(~7}y2G?}~Q35-^a&oEgfyn7i`O2%3XJ^!qr|QW>wKHi$od8(`rrslK`0ReHfOH@D zS}dD%{(kt+bWOAlo6BhdN(| z`D>;vMbTiS2(;jMkXL)NC;g6WLk{Vcg`lYg|Hyqda@`C18c+7xG_G1Is|VQe>{D>I zZjhAXgBNV=o&peID$wUfx34;PKLs~Djkn0o-Z;1D)JBFrr!Ndwxw%S3os_J4uYcoq10>x1=FYE0XZ-WI~$%W(?0SY z5+O&gp=<6v^3U!7@qJ^r8q;Etp4H>ew^oLrn$#Z!2q@!T&8sbfkg7^NUKZRcJD}~| zXht}Ba^Gy@KRuURjB@av!RrxA{w;>S;>ow1k1DQHFx;Zb9O&N%2)!$0fBv3Q=@P20CP>=33+JimBe^yxiE}T z+Jd#AZM?_ebI)PsX(!L-s=3VPYqf=Bgyd<2c}G`3cybD=?)nz-7uN+9i{vEhg;a>1 zx}mbY79ng=YjenkJrbr;Xnj>Rl-iVpC}ygm7b^S6RaV6$#D-NFIm%Ws3^0^ckcVkp z%P)@`jy3?wIz#$TSpPHa#pfRWp)C@b224n%_s4LoAnEviW)HoK*x+;qKYqmm+Kg*!?EZH$6{zmtiEy zYNZ)V>G4D2Ak^bhcJdj$oVnp>_p_WmzX+h@_yt1m6m_kIE(lpTb=Mp|IvviMPR8n} zT}A6LD*;s^L#7=nu8FM@d;xgFP5=(Yza#cVmWT)%XcF_|`{LfTE!J9-B+%5hZJCoa z(Xc-)N3UcUn=UM+JM1k~7SyPbSm*aN!Iv+nf}xX)(j+o0OMw0=yw>{I#g$!lXJ#d% z--JqXXr4WKO*DVvmXmKyq4Oo&S7`f1;jeIff-?pl1Cv+=Qx9<@)FB+LhIUH1j>_q4 zGFg+Pnw|uN?I|j-P*4(`ENF+wwGKrJbm#Mpefr%GUpYTbvM-SH61>}yy05pV&{260 zC|-^TnGDf?B$;SRx4y$l;tY;b{yY%Z{isU#s0{Bv!1lt{Mj2MdF?1Zu3n|A32hkJD zV&ZmrFo1#*Frm}&-d^C0d<@-`S)ek|yA>!ZBgce3O6yS}J8lF)X`xGiP(#IyBj`^? zh}yI!wV(j=*Px3ceVNRD(vvek(gwy}FDfWg;I|D5&LC?lc`&9# z?s%|m^^J2VJ^Eu*6*Z9yvwb_aF#lMhe5<2Y;T9~&%KtTjF^*Jl|1zue%{_E4-}P6U zh1)H8xD+~YvwFR#*n>tH#EyM#A+F9+}4;u%t8m2*WqwnmI(M>m|_JyBTb&#*S zITOP^N(FY?5Myc@?ep_uq4;9QG9NYZCWMHbamIyx*98X?_dwB(+e@}O$hEHvCJM?) zvGdea4hEFl7|Q@`%JDzEi88$zN+TLizi;rdGznjgfD8~H2JzSxxN6nW>cMp))kGb# zAjaMrb7?GWpEIk*mGRM|>8+cOY!^YrmH5y02s5WhXM;n|q2|UA?bg=!MpHki&R<8W zQ3#y@-i zT>GQVU~`ZU%fcwhjVf5zPU5$2=VtMHp8dPeq+Wau{0W6iJ?N>B|xYg<4`UqHsIF;Qqg zF_Ym+M}?vQQo(@5vMrabT)kOlP9V<3X}n?C|3V*HzVJ;pMXSxJD;Gx#M*rtEho*Me zhtQ7@u%|#;1=|6KJagc;`r4kZ!J2w72`VyvKOxRjMtg9uOn$Dx`fYyA5e1_AeK75H z+SRSEF@=kgzSe?gq`M8yuv}M?tE_7A@Vl-$GYM?_gOb@vz_lyepP^m$kKF{Nn4BeH zkYYt8*?h+JR{}f=q)6AY*CFq!Yy1wT1L0qU-D7 z!S%vA{V*NJ@H<`9EfUIw%^+QuWQH;(k46p~0}prGgW4S`DmhEs^LYPy!;X_ z#w(m`rw%Nl<8{HR&Sn&UEYQpC2oLgV8q)bd9-~P-hg{W4l_-|nzWZ!NpxcUdSHMgF zu1Gxj)Oom!KRu1NAi=eVKCu~jNZ`H(1f3r%#i!^SiP2kyI3H0C?Aw9?I?Qh3I|eoX zpQ>nF$e-9xHubA%lJ;fDb#kc>=RsWoT7);wxjdV1c>yeT7$uR}e~!_r`_rI_R_-kP zcP^|||EEP0?LYOmF{iVjA%5!9x*Gx)8;{l%=u?{dvD0#!gZ6WDN_tP{p)<*hOZCcGLW6jEJwI2t zgWQSZbdG=<-O@q01x0xQ29_7i{MCx0EK0q*QZTtWoMgd+QoaiV>!hh&zD`Q&9+6Xw zCSPIua?4Ynb#g|tK0NB$-An(9<~1fvz4h0!sM6%RQ8ykZ=WpG2+w=sX+PLBZNj|TZ zaM^Za*>+i6TP&i)OiDg}2NiEPgVo9g5)ZP>6Dbm?`Q-UQmyKqG=n_PT;M0&b?p+dT zGvHefhxDdrce0NB{fWm^?!xqkQXp6eos{ zNcMYjrt*1kR+@yPm1{zdCBJp%;D&CQv6cn`|3^vf=Dgzs2R13Isfy3aeKhjI^;Zg| zUUNm=^ykU_RUY5$w$dpyI%Y^mYnEDQfMZuH8iHcblLbu-9&ey!WCSWReQi(=&h#aFoWiy#O}8kS~I~$TG~k-UJuN?;sZ1dF~!Eq z@uRfR#wE#K!ofXS?A9F%WrG*Tb-u=?s(V-sg5PBl4x(IL90Dehr8=msY!EquvQkICch?GfIRDNvO!u*W#gj1=8y{Z;39 z=dWxM$p8%?bFC&(l7$NzaVOHOvhCczY#7nQstntcocSb=U_}s;bH4k?x&$+uIGNCbrJ36TdM1S5bA;GJmtA&gpbR9$d1{S*c-1?ovECd3CkN*};p zifM609|R3(GNO!F5yI@a6IQ=NKrkO7PVPEg_WKE-SBfe8Ph#Dqt1-Kz3w@BBsBZ}% zmQDW8$^7vvF|ZT)ryuB}r7?9;LzS|A`zQ9AqS^(?z8<{|o=EZ}0&{6P(k4-IlInBB zH_6P5Bm_~jJ1#+>_p@W{_NQFGu>lA6syVm?M~%x1A(}$39a6z zpmPWQQ*odZ#ZRr?Pf#VQuIHEnl%Ce$u1DRc!_ox(RR_=%`oJ@RUSnfd{ILs$Un}|= z0B#j#}xRqXHy0DT`ayr@7f?w>rbtxE3Ij_u*n^smcZHS z)dxJo@dESvF399uOo9-oL1L{6VCg@iq=Davo5X0XujyF=^U;Y3dd`3Y)_hw70{I(Y z4W==egIVYUR;K@R@HPtg4Ffm0*i;dK>y}gmlz!*?3sm#fcRPbeT4^;3eL36|{Pzy> zU);}&C)>y0rfkEo3#G|}^r`q$wV6h|eB?lUs9VQ!{PH(p`2&G;@D7Tyi!ty{T6Swz z-kXd(VXVv-Vfi}>baKVRzZE~jCZjy|2tF2t}pOCQMm>ZAP! zhfD~@c`SL0w@OUh{l~^UlCr+cDau0I%q!@M-mlsTJF57quU28oUOI^@s#rwLJGyxO zUeZ|;)NQk1$PAMX(A@sf!IlII{N*ri=ytN`MZpb&LP3U8@vMTMe6&%sk*{{u zCW#k?(L%NCRiyz<6SHx26s@?k)P|SU=(RD*KAlVsepUu)w?!VP2Sy8>a*Kw!gulp z`_I-*^1Y*Gt3781p)saM9~GK5n7b3F0&G`_Vm67Ke#V$|6e-)#;L_1&bAe%bX~(RG#mkLvG}BDaO| zZ#`s3vhkBd)_8zMdQ1J0Q&oJPm-!_woYPgdpL6PIJ4hPgFgW+yR zZj_p;zjPlOIJP~>qxRs#lJ}yn=jC`=_Wg?yA^&+~%OfCB>-mgzw3*>gvhPy)Zw&1h zNmF>fxu$zMqNy}jQaSJ@?#(>lwNLX7!|W? zDNQGjUV?IAo4}Zlp#h%XeEMCIdcWqK>w;hAYn+&(aTxTsZaPXBJ&0Vd+tCWgGTcU#WTR+~;Y0p6dB_VM`!f%OcW8)W?u%5&5e{ zs%^CSV$eF-m|bMa?~&FH&L9Wqil~C&mDeu?mz1z(u2}wqsS_h&MHi*#8~`2yaHsS0 zf4J);2f*@=czCRAYIoC+Sl$NRTT1c{;V8-$vz{M^uoz9GdHyt1GiRE>ut=>fUmU>H z08Y-Z44+gsCoXgEA^kn2PN$A-DpJhY#KL_*xRpaJj;p8*0S=r*f=IrL1M5wMliQQmA5|Psmm4A2q4IgaI7omh=Ip_rGKZH zudgRXQ_Tj;q%@f?_XCTxq;m(X?mxqt!l^|N<>mh8gQw5fPO%h-uqATeeSKAaO8A@r zBvx=Us{SFJC&_GrLDDI0w>^XaH8?J!eeum-9`x_uuE*qz!-N(>Tx|337u(=IFJyjfF5F>h`UJ420W&(NZC7|H~lQ=5(RbD?+gL7mJ)R z)G>LBVX8+r9h4~Wc{DRzgh*UX%i-pWkmZzmc5o~W1;o-Mo7bjl^m|7fD3LdQG^1gD z%gj_UY#^iGO3lF0t>!bM-0KlIKg&V0XkZKl1WpUk$Npd~xG?f<)lwu|-R9;C3jZhE zaftPLgqY$K5%VRIw|0<4`|-jpmcAaYY&9VF@~(-1i7jfC$9Jo|n=6SsGLZ`m>Lu3~ zH^#0NB4P2txqI;GH?Jt;ItkkI%s^p*1su(o8weh2jR8!9=BO&^c%CNw4IU8ajh6!X zaCj{RI(h>oB<6RwJ_tpQ(&Is*Yv&zLK!=i@d9X>^P(jn|LUCh_9JlHwVB=i{Gq9Uj z7t(y|XlUm!We{wnt@B}V)*!oKmcF0(<#to!EK61BThCX8yG#GM?g^LbKSp!|scx=i zWQE(JfnDM(Fb%W+m&3ede+5C1##u4u@c)Q<>wqY}_YG8fNr@$;8>Dj)q?hhcS~{0T zS`d(2>F!!mM7pI@QbL#RQa}mmxWniByZ8S0ocEkL%nSoF=RME+JgXYDdgr+40=Dpv zt-8lc_*8eq|HGvClB z@Eco?HRG>9yx^&#rcw7b#Oy0zv)reA27bvker7o6d~x_zbtkM2r;%T!k4tZVk>I^r zVRp$2c>iSZ#G>Ye)$cTN8|VQ2{;$KW6heOF`m1K*V(9IZJJgw9|Gc3Q<9e4IG)tyy zqiJkh;1d)g{lD-4vvbHhL$SvZkI>me4EnVd=FG2bOkKpK?b_+wG4%U*>o@;r=U1-# z+pE*r7Hj;bzqntTQs~XzNu@x4Xl2$1?pQlbh1*w*WlG{rcu%M9J%xvEs2}gJQREyT zRKL@SU<_nmkN?>mW+sjMoYN|Qp3{VrkLaz%XQ^dlKSlXq{Bk7CAVsUMv>bqvAbbO=Fk(z&>+!#T7=;%1 za4{qPao5>i`VdjsoMMFC0^j~fR#OXu{C*N7#n~SDJxyvvM4(~ll4o?<-!F1PUp8?u z4XxmOr8hEEQXr2V$qg)bR|Z263Z>^8BH4M}86wngS;YdSFI!#`qN+S1DS_O<(!f^c z>ppGDnXgp4(y9fOy*mYps(26gJyf1ESVV7TzdRJ=Rq=}&$^~k5od>)SR=taVv&Qg} z(<*JB90dh7oh&JW{qhQG^6){(IJ8A}%rznyV?&HIOh8m|%vGUTLZ9R60qMv$@q@@3PF8$~&L~CM-^l!}d ziSsUnQRp9<6txaU8^vOd?m%=U3U#O zTHZ7}z8n%L9+X}QGQ-nzjj53|&j5BJZv38WeXZ!ZeqV@<=5c>3^lDzi(PXuG-aC=xzB|tD|L0w>Yz*%q0RP#;YsHw0v^c?Nln=YMTIgLQFi$ z3jS@6(}j?Iy|ESj%4UyXb9CA6;>=&4mw0xbpd+kmIQFnZjG1F78FlzL%!cCqxB?P9 zx^LA=h7+ni%2mIikO-wR%B97Iq@a~5{PMfg{K`>x{T^uT-*ix6-sI`_=tn`Yt7q@? zH!mL0Uo&j*wdmXgYuxa))PZ(;NWGuD?EU+@D)c$rjoHNF=@ipPq4q+)bhV2d;(3p3 zYyEUgq0P&srq`mP*cw0 zptNHWqpy>r2M<8hR(_H3xne}@uDs_@4}`bQXj}Q=CFJrYg`&c%PZDAWFuZq(a&P22 z-f3pDDE%bTZB$4F>WZ*%va%1r(&;x2yA?D-_KAbevx3M=Pf6n<*jr_|kV|n!Pjx;U zUQ-(aO4Y1AVm>-a5<#bxo+B~nS1AmA+j_U+HTq$b5dJLI!- z3*=>e>0p{S6ZCuM2Y9idlOxQ*M;m;o+5!=M>YfzhNH z;)hBq(IKpa@uweujVr`HrPwoDVfX%-#)o(gixH_>Vib=W6NBwAi-YH7tTfsy5cYlF z28i0jUjpZ9#`!!0FRp%)V6N(CkoEY@4vJThD=5havfbRo%D;NvP{2S&8QQ7f5CQpv z7edb(T40AjP@>9t~s6nKpW1H^g5~ zo~TJT0Xg{n;H_}1gB`zv>d%3mgSU-brMdkG7E{q-2BA8W`|lK61ndrZ7f(XO@fK;6 z7BQ|6gK0Cu@+J#6Dx}cY%%ks?XDHMAY39JoOhph$oN0YMeJ^O|QfF0f;!Lyqv~j#* zH09=8T;)?XbVZHTL1ow2@t2c)x8`w7Wv-iuW?GJ3il0)fh_|(QrIF#bg1NP}x-?QLFW|Z?)tdIzk23?tm~-uf!QO=|TF&5WDqO68OM?|=FXMhu zEJ{_u&8Ik8Iq{@gHenfykhxECHdDuFg{dES(C?1j$xTu%v;M?49Vv6~ zHzH+&iGPFg?)q z7hR=V4PSnNKBnoyQpTw4oa;;!!-1}YF{+X09f5YBnN%66mu|<|%hITgOZL4|-~F(t zB|qm@(nuJv7%MtAIsYscR;>UTD%Z81xY0SC<26R-ZBZD%SR(RzW14k?hGXU)YxyZ6 z$})qUy+)D9c=ptQU=h4W=B3=a8ldx#J)N%!cyiEA5dYH26nv+v)uWv3=`sTLyDQfipjGem11Q_IirTe`iB688 zg3W)x%$>FP2xD*#P$`1{tr`QPj!ZCb2n%oy^tXjK?58u3lCGL(`Zbq|&Tw~L)%7!~ zt{vMa3Z=V7GpZ)oIp$o64jkoAu$$u4E_@AepkKg}Y3Aqh`9sE0ADAz#O$1glp3Rz( zDpIH4^NKRm=(6}&Cn}R72K{!60+mU(f=TUFEKdo(%U7yH&x_*_DCK2Os-{Dte+Rx{ zYvS#by8E(r@{HDP3Fy$3pL01LRq)%Itg?j$qK-ILwyHn!Z)M8l#$cUlMFU^j>C+fu z>9c%cQkpXadqfD&+Ww9*R{qVB2@G+ec@$+!{1Jj6NkL^tt8hQwSnj^+Po-k1w@>Qw z(lsJf=bwZUgU{}3RnU)l50^ zMrOS8?*-9?Im0H#UQrf0{jMDHL4?M;yShEjE{J9 z2Un5tjDV>BJa;2Ow*VQua_f1>$u3`ujS+FYJ0SIwCsY;;*E0W$ar80W(mqM&-3HX7CdE)Btw zW9s#YPB`xoBDAnqGvFc7iNSvk(Y5OJ$V`}aG7!n6B1s$lkTTJeG%}k}W5SAH#vzj~ z8T_y{C!t9pMCC&!_xqNw@baX2TU18R3jo*MkR6?dQ>9;CPol>k2E?2%m792 zlY6h;nZ0YS`lNb461mdufa&ej6+E_z#e)=j@OSKT^+55CcgcG96}VkHe>893WicS` z?uCN8jxTEG@9n!*cm6QpPv>FAVtyG3MPj$?`>8VZIC;>EtUCMa_C}_Z9dff`SgtOY z9vH+tQN!#v=-B735PC9%kUp40o;iMJe3Fdz)Pw#jsTxtYIPr&ngAIHo?9lI%i?GEp zUB;*ZAVVyR?heSX%M{4b5`75J9okQBh^=jepUj5I2G_{eldkEFF&OoH{MaQd?!uLo zJvlD$Wow>IRSSy8;$j< z=;+TZCqN~-r`v7+)(>F&i$)4-NK?&?JCS!ZO)#vFoVE2;G<_O=C=(WITbfeFwnALD zKIjb_xNC4$!+t)|%5AH=v;>%<(K$*kLOLE<#1Q8UiZe5KS}*TxxbrUkdb6v6g?R3i zzVYd)kJ)?(8hewvb1L`plNY>LTCnT|PU8st&@l4zeOM}Y(;F)3l3Hoi$ zxYHWs-sKi`Z;nZj@4JdDY8tZ&#wEyS|JOX6+UiV5Em_NJ4POvQ#}Dme6S09Ma(OP$ zL%h}t{J6{y*a)4&)@nkMciii)n4&x;cM+%9V0T&Ze2aX|I4Z~iZDf{I7K5pvP$mld zMv5)wMW^7?A#Q4~c(if4@xMGSca>Z&oc7l*viFiEO)`1STqF%c!`LRghZ1+<)A*8q zHncR{XA)iTez>!A-De7Q^|?}5vrQ6rH$NfbU7un3-95nkhGGiubw8hTKJ`Jed6c+( zzDcPjCXeEk0D8+7sb^aKVZ8PSl$Pt#s6rT?GR1rLFB!Et4pyMvCpy2H9`(G#_}(YA zZQKR4T}!(89pqjP2c>6}v>&Y_t|!0rVdJ?s`$Coj?A9PB5yB4EUyk@nlGFKYwCx zOE5;`cu5z{ZgyO$AHf&%*_4RUE{#qhTV1BQVr3xG83(6$)`qNT*z3)beWKo!-Y-z? z{Ay~0>Q5`W>x4DOasL;4F=-AHxoKhzG*tVhrM46BXkV39&g^q1okn*^X`d#FP zb-pL83&E~JFV296jVQL~sp2PqM#?rl+A z2UxiD4hdFIM1xl_LVFwNviG<%N-q^-ir>X$PsEiD%dCHr?`)v!*n63UsjV2D{4Oq6 z&N;@cKb?hB?dE&zO1}f%+Y|`s5P4Nu3Q}<~eALU9$!274|Dck7PE*6-f4r-;KOJYL z{v8+otq3T+E+!}CxQ&p>-M1=x3TI>|Yl23f2poWnz%sSvTtgMhXv9C6 z0`a2fHTk>W32nDpE{AI_Smd6V-WLl|_Fn~kS$Zy~b;g+$=piqMaEgLP(3iFqF&v=d zA6A#FPlnLEjE|^cVt1}C@#_oWehH9wZs-m_msoW1L)#j{$hjLb3|^7xT90n}Z!>@C zp9;T|&@^j3fKeXKW+>B_+G2?ZPK&^!ZEX0V)eXgL&YBqpGo;9I!MQ{1FML{m`yDGY z81)y#;xO{L@EjA+uD{A- zRgLN%t`IrtSH(wRH;`L9i7-$+RPPkQ(IJu%DqQJ{{LEw@^;G}ZTyV13RpY0qp`tmZ z3#|2Z;Nogn3i{kJER}z#PCFqDbWLAUlmQ$@5~A(Z98=^BMzFbE*dJ6Bu|LD$z*%}p zWo$E%-q&>9M|&t{k6Q9Ar*FqKt`zMmAU{9<*IyJ2e7y{yu}YU;{udkl`-SwiWYJUy zAOtZcmLL{Cob!`a!$?m8i+GnP`gEZ~*~xuZdPU+_3VybT!}Fv5IZ=1{g$@y?X`Q9$ zcGr!lDnI9G#M=gv^woYM<jw9vO;TV@|rP6VI+tWs(D+-#SFBHaZd?6LgO7 z$y!PhyLW*h(vM;cKvL8F#}JT|Q)?XBMShH~m+S;Gca`drKoT_P-!TR%rS9R07;tn| z{C`Jh|Nlqp-2}#sXF%*WfgE7z!k#B=kh(vk1xo}_dl<4Elld4OU@mufCdOl>qy3#6 zl;y)Cu+s@>S&YdEPC^HlfXn?DEiUC5^|7@XKa_&RCkU9M9{4v-ak_SU${?_l_c%68 zaBA*V{_=m2qy>OL+82n{PXXEy;?9Kq8P9eLKjlh_!vJ_g4@%^39?#ILS{BL*l6cDI z0dKsKEA*Q2y{2FU-FRvhdRe*aT9#>^O}cZu!0{iEu zU@^p3nR-;TO!K*@CX9kqRg?_Ea(*pQTvJS;&nfzfoJHgYX!KE}VvDAoGdJFxP5#8b zh@@H`Y|H8o%C`f1(-$)?5B6sDM*t0xw>qgVRyOLELz99y+2R#y%>eCHcN=hTOLnw= z_S{%N7njLGmu+rXB(2Fh4b)5RGQo}EG(Az6#!7GxEwT)@i;Ny`e>cxW+qiRkgB2*B z&_$++;`)<*Wnu_Q@~`OV5Did6PH6B{C9H-QV51Ow(_;6y6M-3|>w?VMb%WnHpQ8YZ z%gn!a8^!-!G}_V;uJu>SFyD1}m)&8iJ%}=wcRyzGEz(`^=Trg4ASC7?KpJ#lXr9Um9kP~rY{f91}>HZGM zMct?kjh@-nfBA1CBHXHe@XP*l_+TrI|0~~>A0+=6tpjCiDKYXsN*(;JAm`sCi5X!3 z3%j+jn#^{ZU;`&>PeshlYF)Z~$3so+r+anY(Q=UUC!W0#hc|R;gUC6ZwVaZe?bUV; zBW89bV7Qi&soK95_r8!@M~H*7OeKBYQmOa7iY+Y>U~4}W#hMeBqH8R5Tz5cx)D?Er zwMU@Z9@6ZGHZ;3Nj_MUrvfTZf6m_eNF{lXHDxb6@qRbjrpvjQ5bs{Y!$umcZzJAQz z@gOOD$sO8zyzJ*Lt8eK#>Gv0~nZcpbf^saB@Nd05`pA{l9oEPm3RRp@-+8j7O@7Q1bB-OY8jt1*r)43Gk9$PTjNYW6P^1 zNiM4nu%c7&PR^QTykWTXaS;ATuCV^G=~k|9BHQY!hulqlj*$sAN4`?R(nHWt7E?*_ zFjajTK{e4#5t=5iO|(hZ_I5?9FVZ!nz0NHy*esKAIfN0JUh5VW^nW<5)-57vMUTG) z4P5)&O1tU)8#U!lE6C_4RQPkS{j6W#3|%1cHg1Xh7f$9kJKeu-%94wmcJ%!`+HR%W zc`8cJpPIgKo!G&`YxtGK>GDw5A#IEix(1McxTM-KF#3Ab<<1)Fd~8e|iA0bc@L z9`tD(nTZ0^D$TYMnpqcl1{GN2Rkp+d)}0!@V*i9?{rKvZg_L?4* zLks8U=Q^wGgJFz9@E2p7A%S@!x~Q7zikkYJ>}gS-2?hw7gJ{l(5n#3;^2zwG7Ee_p zC+w4-P_J98^e^`WamRxe(|^87F9}W*5^4TJ8xlyzM>tGM!)#twNjtNR@$E^nSw^M5 z(5Dyol<#o!L;39ehG?oq6D+$kTZ9`sHoZyv7zW;xxH~!e4Q+Eq$i<-SuK$?bb8n5Y zD7I9}i7?h}H|2fJe;`Mw#jh4i_tS#`7W&@Z(eburi5l%3Pkw`XDT_*~+WRWeEJA6J zH`Mz&$;*J?PDhs935U;wVndp#KiWNOgm(V}oWw4xfOo-R*^f$UM*%s{I z_!9h0jP5pbdC=Qb6103&5jm^S| z>`w#mpcKQDM*TIWz=~;4SB@f(kM&8=J`np;TFRB+1Q`dl%Qarf;c%jXc5$c_!ifh!mMgRZwVk>6BA zzM4z9w$Hm(YDu-AMLXoU=)F!(oEevyu8QgZuJE>zddtf*0X|DIASc{CIec@s5O=V@6Il z_0X1;?OnY3uH2|vQ+8&~8MnxbQl!R=MSh%hFa=0958P@JOb>oG8G+O}^*A9j3YA~( zZug1&mSMGkS2ulQRlv=Q&!47 zs;(F>i( z+o`0~ZPw=_Y$R+1Zyh8ucerZcuP$-OeTAH2)_dO_yG*-7+{#s%zIiPoj#UFQLvG#S zwizy4r5Cns4s%5O4bg>rwds2AOo`+&kF*dK?lsDAZqa>PPWTzu`FJzZBiW_2PD#$9 z-Me`(VPC`_{IzZ7u2P?4e}yZ?i~9Vd4;(ySO}V$8f8_gF$GT-VX(f97pQ@tSjppSuA|`s7yS!Lw?$iFD1`_puSfH@jy&O+`8fgl)Ah2DHcr5^c#Y%MU~Gvq z3dni!-x`cd=o5}&_IO^p=ls?I3JUvO!!AR(nsJJp3A@xcusS6;qv~Y-as|OeS~vmK z2rgSSY7>gd_=USW5G@TxKTi&KfYxjzG9;NNR2lT1DG!(BqFLvJG?W!xns8D->BgAl z3J0)tF^}9u9l6U*2*jYre!?eb|5bDd^i%RVsJ;1;CvW+=wA*eK2TN>Yp4Ma zsB-4UIclCv2HBvT>faU1FU|RMp?AzQFQ5?=QDZ4^E1 z8v+L~@dz(Tj;DtW0=NE`A$V@5wdu0#RZpf~{e{xvI?kVe71%bcr0@#%h*(AnjITj( z_J{{4W^wn>?&l&14^Gh$FF0dTk`qU?kfvqxf|^rt>YD6fC*TZAmAVO?buQ8|+Q!&2 zk)@l%HYyF$#3EvhT7L6%F6G#>;;#GMP-Iehy}T-Hkr>X6a%@#ub#=lS!OmLPeGy(! zw^K7?4_58cdcTt=;It6kumOqS#nZJ_mkJTOkT-=Plrzr$`1N$cK$jePsJ5|AWPSWWqbOa`tYZ0nteA>FrDrAccLoRRaz8 zJNT`swPqja4q-IS15(I^r`X<*1(zt5i$H~XN_t1?#OIoAw%zznLNCtjKY4P(1i{%T z8$XCjwy}TW!N=aekzLHy?Gur!qontsO=UlPgJVht zn`-O1hzG_G(9^?A6Q4KJbYexiJ`S#4@;>o!``aIq`x-Ioj5S$$iv96jqp6jH-8mMP zrpb((esx2bT_WZC>OXU1=4>{YSei?Kp=3%*K#R9h9onlB0(ITe++<2>arY1vyu|0} z%Sgf2TDt^}{vUZ=E&f4ML}7B53}8m%YAd$#jJo4eBDry+rr%i&I8S%u2c|>>ZL_O0 z)B7-2ge}XJRi)kxyQ7r^tr4C9xt3z{g_YS?#iiVR3O!ZPC|s6Nzylu2fxD?FZ_mEd zsLf|c7@!!#Zqg&g;Sj}i&DikUx6QCGxH5B!5cwO-P1T!v8{L}NUf#FaI?px;f1RdT zx)y---InV+cvJ+M$gvjy`ws4W{r51^R2MPsAoYYct_0G=C;NyyX$Y(#!hAXa#;WTJ z!P~`DsBCb+5*RajC&reSAl2~jk(~EUeok^RM;z}*U`B7Dm(=R+E@lXooc}?XDS};e zF|ITc7=aNF&a8Ld|0*FdPT1ZD{;0VU21m<7L|#* z&HWwUnEHQ3&^F%FhZzBjhH7m7m2gEWU#DN(~vF@noDX=vJ%5u z6#Jk-^Eb0tX0u%f(u!w}-jF7szU}=w+G23tfq6dOl8Y}{iJzU4cMS;!n&*R^cG5-b z)$YAPmbtm*DVNIe#5CWB!{p>ZV(gpNf4iOK)|YF^Ev#2uDgsuUlgXL{H^#8u_tfFe zQco!kZo9j&dh6M1W7MTIDdJ)+h%ryF06ObZcXz9>owg*&v!FaapiXlD_nR$GEZbr{ zxw;+6VU1AU(x_xMn3p|2W?WL!+ieqr)d9&=JF}ZVI~Pe=5j-<}H$nieXU~lJ{Mc

#fcgsMsb#aleUpek0L)>p$Y^}(YByGVz|c5v4~uXHGZ82PWfQrS z_+QyEm9hAvaxn!uYCPLH5Omx1#iw@sixE1pOD6LHe}fS8qToO0=xpgJ?5|W&Eh14+ zdaZBf>64F&0n*i3(MFhyfwVG6>u}SvH}qO#=Gj0GAcZ{GU*YHu9mLD#Po_u~`CyXB z-)B3S<$@>U$Bi_zT)(SFZbVTm4Dey2 z(ZoErWG9y+!IS_8?;Tv#a{Qic`P;?xGuQ$|B-aAC0IXG9%DtY9S2rk|UVNZwzQ>hQ zrdYcArFU}O)%PP<#vX7|6Rem$3s(I65XvVE`p>(EGg7MI^mf+zAA$ol_W1_^p*XMI zO15!A`=$PjLT!Y&{!52YX)7a6IV&ZfQvd1O_k#$%QiX&g`G1I&yTKH_(!uy6iGPUB ztHBRIJpM@NA0qDGpcfF28|u`-Yg_xyQ?@&idvnpAbB+b_`dX~7QNb~Mj3e8N>CX99 z!)zNtfZiz*)5D%nqDun`Gyyk2?3q7%sJ#7n-SqffWRm+!dd;R7`4M%$ZC2*jj6y91 zhJbf;anwB{M^hKu^J(pjritmxla^L2s?f!Zh6(>pk9IUt6g2FLB4;OVOE=G_LYIyF zHn}DHBb%kP_6>?wy)RT}l8446rnF);USwtENt|zrJ1(d@@z>|2!}IeOVl3$tn^ zlcZ!8*#T@f;FdKQR_g&Wmbw#6sHb|Cr+vLcq5W|=is-g7cukUAfgDP(At2S{fhr=& z<Y*O8%<7#B%RKNEVub7fP+O#M0>u6yi;>J=DaNJ=}jqmHGH|5k54q zQ=W4?^BdlUA@fNAkO zRmg$5+Uag7`XEV~*17z}vH|xw-Lx8PyYKDu;H&R6E+4odaI^6mG~jwFNNZ3c2h~{4 zS0xyI%Siv)ieK5ny|u`XZlNUuWjAjHaT>zg+;@3ZxX+u>?~LJoQ>|LBj{sA*epl`t z89TXUpypKpNOWI?L%L3QRmP+W?G-}Y1EM#Bo{#&6_-9Smt8T04YFc?BEuWQ}IQ()L zo0z`MGvR!ldh%(#-8&zmAsvXSln%5S3A}8(KZrTgcMa8J7#TPrrlQjsn(-g)bJ3!R!F ziJRT7m1$FHRtFrs6gZU;Pu+FA1|427#b8heB`K;&cOFnHh`r(3-M1RP={Zz|3gFa* zckG{&;&@?K5^g8g%BS1UuxNc)8KQS-DA&;1a|~TAr~x^ny{zeuu>4JH+aE z6eUMfwaTs$)Y?*?2ZTO+}pm z5`!2TOCMer5^c`|8?HGm5!JFx-|As_V2C@KNjN0dXMuv8ysC@==Z4mYdBsLcBTj+(&SsN5nqj9iKj2rHLwUG$nRLSV*ws`6?^ zF0(5(1HuBE{#?}m>|&HZ$Q~nUCYxGkOW9b14nVis|A!zVohn-+b^Hl&{k6w)S#e8E zaZ3m$cO{=jNTtMqZx5+7f@O{ra=z%o5?1hqp>C_@H&o2t0>ib@h-scj5jO1!sp;s) zfCM1lW>JfU1 zXXOsrymfL6Y=v>xDyy!s-(@Y(1kM{-CZ-v9Nkf|+OVO&KWxCd?;^ejLj*tBSm)fbG z=~xrmwg$VR2-{$K8Tc@E9WPD zikXNW%k(_`A9@xI_+hE6U#qH0df9=24tx3*&ZG)$ZI+1(IbLSM_c=`qCI}HWnpcTZ zhh>w{Yn<0^vplSd!{Uvav-{$P*Lckc-X1(6Wonbg))=molvDn24YLCH33IjW_mfn)lK_c}><#72D%9Z?2)wEF9c?XbxYj zcu&WP^iHoG5eIl(x9p8`|!PKU`mddfM!~NNNspr zlHlu=CP04Acg)~qTB=gq3E*q~@;OZ}HOn(c_>e!*xt76E0~8nigay1@ zQ>~QfvzR9xLuGf}j6}?Mqh_Cz%xFE3WqTd$qjltGl>Qg)lOSTZJ+5Aq11I^ku1G&i za;TMtbH8}2{=6V(aMAl|BJCd`O%@zThoh+Qo&Hm4lGh2fe{vqkt?u)oFovh-g) z1huYKA22Sdm6^IX%#lDMD^Eea8q#2Fn2E^u66Mhb-DKzq*-v#Zhl-I$Y=onD>*HXO z={%^B<@5$Q_EUHuga0r?#-E@W&nw!*u$snxxwo{h6)N8Ftjl4sw-ne(1Jp23r9tFSZ;v$63*_10F>g`|-yjn`Mv1C9qyZUbwaemw3*97(Surx3)=-`P5jOZ4>+3*_@*nB754GW`V|S6~ z*~gajyKJxN?;^yX8o|2wKe4#?&pUbya8p@ivJwBT%aS;b0+mKT0TA_Z3~0rawWz=} z#g+_BSkl$tRsfJai{vfl1N}iJzmyF zQ9PhqrzZo@#IqUe0D>jV0y_&LAX_y~B4SEU?q}$NtaBjXBuatxV>0}MJV09o&fyz4 zk^l8PeFi`I*OMsvX-wdfPpbgAy?-aMn?IkAZb`7V^{3KO8tsnWn`5y$=WGh;cT!i= zT#HU);w?C7nk^FGq3lA`6S;RA54+vb2nJ6(PXB!RxH`Ws3L3myyK zPuSV*F28NWznICr(iu62s;t!s7$ z#h6}lc2wI(**pu~WSekYW;AZ1krEx!tU6u-;Jbf|)E!#8u8G`>1ZLS`vJ+B9CcDSjqZnR$Ehl-D%Yolq86C=dl!NNgV&AvZ4GF9J5OT5^^F1ID%R9E3i$aa zfR^+Y;1qv#d$C2fZ8P7TH;{-nBuAUbHyTHsG0}NR=--fi*_hhD(Go(!89$t6Lms@b z{m1hD+@Ac{IdXC!5m!-<_O0$_!}xpQnhY7qtm-8ZEp*@{Q zAQ5cdt^F&|Mdx*ow;ou77U?>cn0snzx-A~DF%^wnSv+mMAlW*_7D7|~D(jy7Ph5Ur zQkW>Kd^J1gq2rnfb%#6ay1v6S!3sP~lz^q9s9a6lmzQ7#lKMABEz|pN9x#A;ja1)e zfn#)}kc0#Us4p_Htq9b0_ts)KS~mK8TRVeHE@l&{F-hd{Tu1|PB8ME;0-&nMtEdqa zu-(Z3p^Z(GGtQA|LDtsp_g!;bV_kKEB1jrh#IlO7swqHXLq7vNP1)sPqDk?QYbsH!^_1+ZU63MP;KRM z`YiA_ij{7d)My#M>+Q@HQ54KkAa(qriTr-h+{T!rNa|QW`8Lao|=W`3j>K`l;mvf z4fQ+Tqv6%8PzA}rXdD4~l}{sYB-M%-d=JoB4T|M!_kYYyEk*OnO%2(P5FTyXuLoR_ zqXTaD^wf{!3A|0@9-yAsPMAb*e%UXQ&juPjSE7~Gv5sW&w{D@OvPz1&;?ikhgSMod<+Ez|mo=%DVkojugmuRMn#aaZiDR=2YTUlFzP zw|HW74g#I4pRRD^h%xb2P5~kmoB@P3I1X$i_C3wX87ot~W-)8qG!>xZ;vXiafV_@L zt6|#Rf^oe3&U^fWW~KrCU!qz}&L_YLevvpQxrpr=P;<8bNgT-)f)dF6o%sAKIsX|0 zUJI+l05{X0ybKVUfQa`$3CkL+UY_3f0;ui&wEV~ymLC2IDkAq&KazQAZ?DmC8qhVm zu@8RvHGIewbm@KnF;@L$JjH>vGZE&N%E7*0|61ClR_hzxO0s~*!$tqn<83AD_7QsH z(S1NEX7fIiuyiYC(-#olR&E|nSs&!C{BEz3;*!YGXX8ZGw~$i2v~f?kWu!g2ZS#QV zB%BZ(r4=RHFOOdB(RW-4A31u8-XlST6>0fSM%uR93>dU6TTo(>c&!gSVi&(D3K%A0==ro2vP8$Kh9!Z)wURy1SgV}gFc_K?n2jX^26LBV zUN^;TAlcc?weZh!Ib)oQ3o>Mcr+g~d(_%w=G3TULKR+_6W2p7e-o?lC2A+PU7B5G? zuB;LRG;hD7ImLV8k;=ExM?q@$L?cylj>r;5iO@eedzN?XyP&kD+mpbZJ);`-c>t_L zq6%Qd{?U`xbap}ex-O;6BbX!iH?JAKn;CeZqZg9t zHb~qpgFi?~vxiC_`3ARLKA?SI1~srd-Fh8AV1azuvC<}N1~k)`|NLpKh|c~ipE4YO zL|Xu#_#2KAFJE!H_lxZe*cc>D&PIOB{NwO3Tz&sI1PDX(yhI6-#4dE;nNSW}jx#XY4 z5%SwJ6j?%aiS)_e-X|C@-@OM6Bxpx>oyD(0b0;p!l2ZCg8|yjc78>ch=((ul^G`GB zA~VzP!q@0g>w1U*=OoJv#2bhN`z{$#28Lxu(HlsjLvAxMX$;P>D;@A>)tyVu%l?}_V~YxZ9IUiTW`n^z{LlloMz zW9>P{NPt(UqtC|QhQ|j&U`s3ID>md11|eXiiOV5dN1{k*a~i=CMIp%Cri|-CGe-!R zgdVXSd#ltqE7Y|jyv@V0$447eM+nLU9u6HsH3~0o3|d^NWSup6x>OKD@%A1=(vogF z#F$M#R{S}o+Iy67v7D^(I3EZZJ?Tb@dFgmG%!$7x0Aue;C(1eC}TgS0-vS$Eb=iMzPo;L4_8FWFyGxTppLlQIIcxU z^x68e4_91UqY_x5s+AE=P<%J*iIVD&sxMMx=6_3wC||gYsjEoCIU%&NJXW@hIj8W1 z$Nu237_fGF0TS*o_SIbytMApL@5*ck#{Lw=UeeszN8A!#Vj|cxwken2r9>Ah7Nffbqx zwZHb;3&#h2OuyBv?q1OkdClE3{f^hYgEk6gdYRG)R0?p+)V%NPx#Xke(8AO!HkBoa zKe8q#8L;P=u6e&w(Jt;~KMtAiIed%#X{oLn6OI=a4r;U?5)n{P-`xXB@P? zqA^z-4hyJvZ>0ycCm5?eYTN>S-|ap}14eSbIs7P~HoFaY;AC3v62s5i@VQX!u4w(^ z%90H(mRN$sp>KC1zt*Bhbf z;KY-iVkCi8@s{6wt`22A^Q;I@igyVIe3QCcpJ{W-x!8o7QMJ57b#j+u3r7X6s# z4idCFx2OSV@{rq7al2{m63lwPaaT7TXCa_Q#9Eyb<8PYl-Qj zJGMM<>{a{wrwjq;N%WDJ!QU8Ow(C0B^BF;vDlJ&q1ZI>BOSC!!zh%miN%>Gp zneE|>s-Z8S68gH`Dubxd%{d7;JHOF# z&O8s^6v%0@UJaJ}(SwnYZSaEc#~UR`Ky6o1S$Z;-pb5Sz&BvOG%2I|ESEW@&?jc)F+}5`yYl&*P(_Fns{soF!9J#S|ZvVT~fNXO9wtk^#Qq~Iy)V$Fr$s~3!T5=O@_f^&Bh%IOS z0=@3CgkLqj#$q>xf8tjMjZ?4f$yVkUBKHNB4876L73&t1OQb#3Grt~Bp)GTYnuq{{ z7|H2O$PhI-ImCpSBq_ciP ztUy1SaTKwK-Jv0Z9@e6N-?A#@i{rieeY#@i$Oo&-an}AB^1o~LYBJ5j(N@tV+ zc8lXr^|Q^MagtysXYg=~aJML!AP94%O^oR!8x@yJr@U%4Q>8#Ig1C?Zbo10c>969D zeE&s1)aJiy&ZN@dvNvodCcMuEU3w_4;ee>bJ6GT)TiFsE!2I7-0BtC*|dNk z^e<+J%N?$#w9-0_(Mn2P@AM-9vA1%zx3T#x`6cu^Z&?6A;+YLl6HXlW@>ktQ;$AnU z7Ydc>iuXZ$#vA#m@h{;wo&(cJuSz{DJ_;Y+NQ+R|_=dx>=?`LU~(lDOcpa9#38O5qN5p~AEG2NY3LJsPnCsq40@f2fxCYQo zF01osEoY)H{t>G5f*3Q_&wg>(wIK=i3tidQF9vJhn%=EZhOm0;kTqslqMAQ3q%V8Z zgbvoWsCbC=t~ai*Q!eHZ5b}1!{%7<%T5BCR(s8wH)wjvvP3hsODzMF35D zsji>6-Uw@`T|84+9dr@ie{N1l4>8EG5D`a*0@C+i54fbb^O(@C^jmwZD5r34R^w(yZv1LSdb58>dNMkIGM)Xck1DT*$7MbGSEiKyD zpVU9TM~lO39t;20C{g!@7Q**~i%hHervLhUYQeSLQE_5~pkPe4xX)<@uH|yx|NVUG z##NmJ;fz*7C-P0OGYJA7T~}PpTztC`a(~nfgpFAA*b@)LxH)Dk_A=sUb8MptEm*CD zF;rHT2Z)Gn+~8(FK4?RWBCxA7vPX-L4H8Ov`5`UBto_MVYT$roq~^b%Dgj02VwP}3 zFd;|0hDdNC%!69W&*0BblRzqf&9OcwN|jMe^he6NM5Ic5+@)<8Mp2$pyHCk?R;xB9(=&n~q3=7s8> zLS}2B{|SLO{tJQSDh4Pmt+X1e8TChhODkE)1Lgrv@&7q>epUaUQ+L$ayP9lv_S_hjY`AgMgEJ9|Loq8R5 z%Me*JuY1Q1sMsX--yO^$DB=J!2XDdVYy(9>?F)8_s`m21cUFVtH3aAza8v(%-)ciZ zLbm%&ByjKg2V~gK`cXb5HbfoG& zf_NP%fZR-!4nWHv8w7(MnW>yp7=p)cw0a3Ss$fKf9HA1&aI*CUH!H7&<5zc9} z6G1-Q1Iqq5D{Rs@B!~lS{?X*@Udv;o-7vJ5 zTZbJ5qGF^15Nh8s29tv07g#ozQJ;9?X(aYDFMh(?3Lv5X%V};bq~kincltAW<6zmk zkp!*9y7rX!^xfZjTi1YLF30gsNp(!`2F!~V|{H;1B$y+jbq0TKIVr~SzNmUe~hPe)?OV{kglwy7c`+^WQQ1`Nyv8w85RVTho^fSJ!hNA?$yv zfe4}mddB=SyDNK=eUBeoig@@Z*w=qDP(Irtzwq8XIGsD5wrQ6yM2oiP9K7L<^_|8@ z)$b+wMVf6XHpY)cLOdIGM|%5KOP}&DA?ACnFKpMEMLI0%Y_0+Psv`;0f31Q&-kPqf z@Sj_Z|E=#OGftlI*Q*Cv*l`IPXO!s0A(L7B&9It(2*`p?SS0|x#>qb24m=jzb(w;w zNtjyHuO1#!0yancqiCfo4rGAiit+PF`Y$WbFCHI1iMZ**Ewt&X0DRhZ)kigwo0HO<42Z3W+s~J&gNb%OB`Z5(smo>Z zZXX0uOlYvAr!fTI!tB`ij@qe+UQyYb4&Y=d$iCYm4>4ytrisP3n~BSUSPGLsQ)40f ztH-v(?wjeAEJ;i&Z(y?N1kEZiI|$kLt6{nXx%_^$ESrQM)e2hQa{FvSY-|9CrS>#q4@WN&BbRnllP zybyGqVVNw^)L)PTa+}z>kTHI{m-B>5GpcAa;E58rKIEbOvr;xU*nfbW<2uW;T|dF# zJbUHm!TpPe&<419rQk8VtfCvMZWt6s2bHD#4oVH}`S4BeJWkY6)~s%zBxlur0wkcV zjl*Q;oB5GB(kY5b78FxTX1+MofQA$?@fnKsMDs$BofjdGXyQeNf64q@9r50%Ja;=4 zqM>G__@?G4CG;>T*dr3q$*?qQyF2}|!pUc~K#BwZGS#Zw#{&?uME0{kLyJ5ysm&oU z&bIZ#O1Kcf*dq1pStM7VZ{h{Ln#Hzp5YrcUCFlkM!!D*Wn22%uOr*$|_BI1c~bY?IB%xIeLR^2n=1Q z|3l=du&TY?MGws*kx{)yLHLZ-1ZvBwj9lq| z9wWBMr7i$u0M&OvKJ~`=fT%G?;W&_e&5L5$RQhNFK+AS9{r(iau1uiu2{0{+xh{}5 zayaGa+!9aS9Kix7iFs^igf71yV~`TayLuqH0B-ar_exi!VSh@j7j~4`z5vw^Af&hR zDTL^6Gq8v?7qFhY4_`F%nLg|PAdLBcke5+*Td8^Tk?D+~%fd2BOrJ~r|6tbt57Gj$ zc54qQZ`@~I5(Dod`#PsTrLmbC$ZC#FxPa6*DP(}GrgP~v_NJ1*>@cAZpK(6cf8n`R z+V7g+$;M22d4Yhqq3Yu(lIGP11fUVaKTW(A7FX#Zl9(dydO5;nc{fs&!RjA$G5^@V z#jmLG1{$AE(P!*6Q9z|sil!NI6)m7?0^`Sc2PdM7@ekhwdPFVbZ!NhQmop^$etm2H zT{OTMtE7tX&3muEJ3|7!jKSc6=dQ&2Z2lhOT0XOLy3%bJYm^OgtDg6KYKhgof<|Mm7>5B?{Xe4p)noAH-&Gv_8` zMt6Ity@GosB23mPFSg?i$?wu-4A+Wc_axjCI&}$-UYBlh`JsL%x#DprZl|PyzUitc zbAAjF0%N&pCqURuxYs(T?TXoJDQ-m5UofUAn-0H<$ z8XMfCscB6^;ayFdpNHO2n&-l*kNC!8#kulCHbyg%Ga_PhW8GE`NPE3zx;in^bfkds zVCZBo^m@SR90}tz!7k<`lSBianhXw@zDHl=^VwrItZQ83wk3Ia1CuJ{ci{@VBP^$} zDo{R`1dV4l(~lx;wAwopyXQ=bSwG|5>6m zt3nBu)2g_^+KeiOp3Je%z8JY|@TDSAea~5obsh9s;+2u2oP4D67n$&4GfipSkcDXv z7(6z{Qd3$zWMRfbwr>14B(2dX(Rp}g_wLb*chsQ_Z7ERsyM-P7@U49McU=!S`SOTj2@yvWwvPdhOU|fGJ14jHV0s-F_n3~mgnH_c^rKo zbEOFXutm2&bEm={=vzXU>#0d@!3BF0XgZP%tiMwFfu1NTM|jl+tKN`8TbONdv1$0x zAbev*=uN=j_1lOOph<;JGJX9v%-NNh@nGI{<4ByRdN$CJ-qF+-|*qf881Tb*ix=2D zw1VfOvwJAuao#Ro?L1t}XS2w1vqF8%#BgI=zbPd ziqDr54cD2H>8DqAE(W`Jx&HKDxdsN5T23@nQYQ7kj^yrcs%gsi|b39}(2(2P3S zqiLZZU_mVctxaz&uq11G%F%We4>ghHLWQaeDg~gZxRMgv!yNl%F=^RW-(%I{W0IXe z=vC@_b+R)*;2($6Ll&W)tp{@qb<9mwp{M6<0-KE4djs63q%v; z#YsT>$xCdTXf`-rOzjgk*ZF|oq{QX9%zVyJFPnt6w_GG-U}c`Oq%ofqZ)A{6g6ihnmg^?UFX`99Qsb45XzrwI=D{`iJuO_XqeC9(U!zr*>QD#nsf zalJF(31Xc83O+fQ+uAy5b6 zLL^8ky6=CQF08pRck4p8W2@cE?_d5_DC0j3@2s`3eakd^yBqHcn7Xb1HE~c5F#UD8 z4oQ~^Mm)Q=Ft6zKoHUA~1))w|W|ARus8AU>IJ?BlZam9a!tSUeZT$z-P9?MNQ;+ZN z0wO~K*sL0B9c_UNt8xy)$WAp1Q{?i zy}g>_PZLH&rE4O!zvbaFpEP=>c!!*yUPGm>w)3u>&($>K?Qrl0fQM{|UhnhEYgH*4 z|CAg0cH$?)Sjx-mQ)iVm)~KmUnrQn(o+D;VOxb9j*JH@qQOG8qBY3Hx()tIt!tL{T z|HTxBmKOXy=AFH*I99z=__P71rk4bVnv6Dt4<%pKjeSb}ZfD2=B;>n`iA=5P#yO=< zzPlC-GzC)I1xZ8hHENr_koOvV*lqkR*sTNoKx`}0lQg-em`io$Rcm(We|)pzqNCjg`|7Vpk6Iq$ ze>19GxnO=i04?C0f)MR0Ne4#9AJZs*f?Brk~j{xe7L`j4K`Jj7FUO z>Pb>%^pWFuf!`Ae&fFFoPDD(6&4j<}S%X?>^lrqDfM_@WIEiK6OK);HXE?nNimc=` zj(N$HyhDBbzyOc53s$QNaVBkxh9{NumiMgcRCC-*)sC-va=_f|YpCaPPou$JCisV2FaS8U(_%6@&E?C?{F#?TwUX~2yj-M`hd7jJ=S$#az$U{rrH6p zZgy<&C7}etHK^5{3Rt)QXu;3CLhfNUj{zG+cd{T4 zw&mv+H5yIIm_g*2WvA+NMrKskxnlb28Y{|4Be}1AEHu|6!x20C8+Y6b1c?WX^q8iU z3DX@Go)_&&6=vQlGi&fW5P{_I(K^U=>7p8?k%PZj=(8Cv!4QSIPR5+3eoo~NzCGRi z{naV)!&dwIWUB`3Bug|Ad}V&Q<^Un0n$ze7@`!q%Q61V_EKR*KKX4480G=*M_)Z@= z3bOPs;<2nd)9km|`b9xtMNK%Z<_Vpl#7CSP3HCQ z1vd!t9Nt+HXrw;t`r=hMnpq(MFC*6d0x8SxX2N^7oz<&gscORh95nOH;3ze) z#>%4=OoM-n03?Tp=D8tjHCA7P8u2AmVrZ)OwDXW2c)x&`ajX%0dIa=_AwoXgZ|NF1 zXXT-N+H=Q!$}-)NlD|53rim&<3ih>+>OF@$A%@r@BcjZKJksGmIowz$NuHLl9J5$^ zS4bdjDyyB|{(~TRS-tBph}u8KsMSdnQjbI(#i~_mn7&e*40MUlkF2!f@LnJlfET*Z z@>w-Z_7z^k+ zM6WcZSvOATQ@`w$Y580Pmt4KtX-zfR!;|{u>{FpCE9)JxIs0V2DI~cOI>*VWskJmR z%Al`orL3&_a*0$?NpoOItIy@$B=N(J%X`*Qt8%uKeoCTIjwI$Br{`Mp{?u~$hgT~M zoI^jQ$8@;(wOe`7>#P&W`d{Tmo^SY}VWuIjtK_z)`wQQc{6(F5lni>Swj6uLj`r*~ zNBkWc_7_hCSIEy|}< zN^o{{>W%NgA^o#P4woQ|R*qw~)^NxslMTPICGEfjm^ zvqwPaA7YCi0yRRu#K!274vQ#kN86((^bb?S4t^lAmGljkeK!Lti4AHh-tt%dnD*{< zFo+A;!0TP#d9BVl#`{)~?RVY}h#ylrq%()YrP||_NI38SHdCTS@2#mGgHL#^5!!aP zYbI{Gq6uy0S5`q@dbRT&j1hL^401tD`uMXEho2LIi2pH8N4|ktzO_V?*Ud>P%dTr} zG1>PM-xF54wf%GUNxY^01Ak@oml~y8kTosg|hH?cZ#>x1SW_`br03 z-xO89(Lr%C$VoKmUmr%G_3RA7ekgX@r3J`#+vm!~>EM54Bx@ggmy(&p zrtz7>BCG#qsEWh;xTZjI^cN^l@{I~s@!%lGa_72R*GKO^(oNlgHso$0h-JR_(CGye zoX&2fH;X;^!KNEi%NYj0Zg@(b)30A5s|c833jrLs)Q&DqY8&We-BI_{C40m}0PU!_y5&p1_|uXPPgM^N3p^ ztIbPNCG?pxWe95XfFo2%zvw<#Io}d^-{SPqVXd=1@_p`TWyDw`Az=QHNCaF{-51A3 z%V%05pAx<$d$sz5FWQBE9YS=6rOYq0`1C1Ubv?g3e zvu#LMN3s!zMrN4lnafMe%kOiD;lej*f2~`efiuINNrn<@pLizFsVVi3xfUp`nmBLy zxDsMAM_6tUe8E5P>U}`V0|goBn{TLj;F)Qd-aM;q9L;-egsg-n^?~D)=TO`}rf63K z&qH_PQr>4Hd>`S{J9XTQPVZXhxMZ#*F~ zxkE6ie6qFtcqY7`UU-Q%gXQJLyqiW`h`{)zCnWBMXKuyxRSl7ZI8_|}%I4=dw%7US zf%_blT@uD_Qac{u38o6ga?SqEg7$8i>zQAZ96{A0g@|3fKbvi{6+PK+yox1aqlrFo zLfBgngJaOD@Q{;;3w(yIoKV1}Nh#9s@dneZ)I8s%{ChbH9+vg%rg zc=v>oiFV5+`*XIU)I@Nh#j4+A$PexS$u{)5e&QLy*kc9AJI=8E-mt+8q6%6S?f7Y9cC32DyC^_Y?{})sx9mt~ zU=e2yCD^Cv6b3q|*I{)|QPF(AG=37fs8_qH&$L^~@t1G$7Og``VmnM|=B&jBtd-RQ zb-wIcAFVva8RzDh=G9;^1MjNKOWKzDM@tpssQkQX6LWfdONW2E5YJzI5C0tfS~=++ z$h)`mEZ@Fn-4}{U`h3eU0c^(7v^9_3YOS>MY~5L*bl@?{&%@`{J}Zr3)_SoW%l1r` zFD1>tSDF1{s9*HPv5YL)eu1fNv@PR6%oV?;syVsp^_1@FQ1DPF`xz?Y+^EW>HWd0q z`h1b5ly|8dYQ{vm`JI3Jx{GS*6#q31j2M>{9y(=A5Sk=+o(_v(I^RXfYw66bT{2;kOLmMbkx{BHDsQR)&A?kG>a_2Xn)E0@jl8W}t{rhSzlA7yFx~g7WLx zT9+xZ7V_U!QCpQ}CIKYa`o$o)@jy|Ny+xRq7?XigA(}MXkFwH<#G%6cQvFqZXS}5z z+d8<3w8-7jxhQg=7bvNnscXf>=OA$f8)E5-w)qefV=YvWSj3W!%PE`r)4*J07jQ4w ze_yKcdy@2lu@sXQa6Jah+Li5XhL*ZA&-U>rzrQ{qHCC8LB5LY0nlKYpv9BDu>&pDS zFET4=&BBKyf_WIxn%(1>m8GL8t9CDOAo`Z8WKEA2c%-UpsdnwdcUQ;2SP)t#JJKHt z!KTR1NT*(zDU1_^E*FG5*_)C^QOLy~j)^DftjW(` zW1rHQUYkmXno*qRmaSro(ad!{Vog9^l7jij`w<|qw!-o`GMGirwq^2v(5a`7rR2SF zr&V|Umu*!OYfWTs9!}Xgw`9&Y8cs3X9`W?4Cs60w9syQsd&<{h`kY6J0eRAy)FK1O z6_D}u^hu6DCKBJFPGX+jQOcgyzD)O%%U8)@w&PHqwm8OnN`sc56T)g*75)XIN)d{e z{5QB;<1*FvUvTAF*B=`ck^4xpklXjAP`;=b!f}_^c*b@3>F;t1{M>I zzpduuC0T?Abnu-~#e8KMCcNL8(>u{1ES4&Yf6870mGaxa9O+`Li_zqRJ@ekben&G(nJvG&p2|9C;Z72HJyAWB0m0 zHRj#YQw`-YMhga=z85}O5%_IZHtH*@mNSCBV^m3KH-?t$^&1yM$Fo#xyH-<0Ub?EM zEvjglMNbPJ$fL}`Y1&j`&r!)En+b&x{s$^#GLDW}DSsGD#%KtuY+B0h@`8u;{*BZg{vRMT(42>He+! ze)&4bZ^S+%d0*CQ)Vcww3jGBdRubz_on~!zVaXRzmivOec|&&L$GiW*{yUKFZtYyZ zHB`FwH|>XU_=o6tlPz``n6e75z=?^O(H^u5Tu4?%nv;=Hy~#@0=*(ji=!-Ex(ZvxG zC$S946$jL&i{3`F}_ccQKxU@ErP+Oy0q!r&~ofau9Mw3@Y~vL zWnZoWVi$WbvDr3TsbRdku%w%LU%N z-hiq*#_*HtOK-gp9A6-`Ug!8>ME=Svr&4d~buUkUL+wOE5V^HiZbXhU#qdFdh~k1N zn#LCnx0kK=jKr}^bnK32$_qtabrqcT{dk)HK{_4_^*|E3e3;npOoqElH~;W>h18R8 z1iz@FQJv`^N`@*}RrHl;rbrPFqqfs*^ImqBx?sN^a_~401PvZR%2L*)hNLfTF=}0a zI`0wgi(}|jUEY&hDp_k=CNMXC$f=8}!Y?gYYrcz#I2suML9=>``SNr4hpP%PyQ-yu z4^5{IlxfUPy6t*%#DO5k<<|EsqS8%z>O{XP>D{fIuDu{4*d7fu6LpSXB22K5C&}tD!c_W>}}yDzjD2P`Mk1D@X4~0 zhsJ>wT0v38bsWXnFB2sE<9E%t1w%6F6x3fWsB6u6vi2j6?PBR{z0sd0=VM0C>GU+c9Ko9iUXWf+EcWxzJk1Hwe)(pOtgFzp`%y1@$u zm$E#0H=bb4ajC$eCkbLJy1zU3XLvbq{$e`q?377KSn(#vjZO zp}S`xw?>2OeiZ_Q;A8x4rjY*R&=+yw_Pl4=xx}j5a=@2{|b# z@aSJC%bwLNheH!1c7<|nYS4KB_UEF5OQvp&0l46?hsO}E3=ZD;#}FwR3p>zEIM63N zAo`QEt1zO)5jWbNP~EGas6E?JblLVoD<6(?+!Tv>+5v^MR{h3d z=Z8vtc+1N@OO!hhx#(9LIP6ao;zZR0v}BW_H+^^RaY_3SE*0?zE#0K(!{bej1*AYy z-8!R5X9jrCkYeuq6mZPYzN>4@BNd!|aKKt@9!n&Awa#zyI*B%8EKx_ieGd|ab*rM* z2jBA~oq}J}QllC|G*C{8kXW@WTc5TOF%f>xzq;_}ZkdcRps|p*$tMk2?}MMvV4_W{ zO|TqNm)ZOjvSk4mZ{pBkb02wj(BWiu=Y}lg4y2fHjhcIc%M1J%wR8Du$*PXAh1Nh3 zn89+gQ~G=4$glX3?IPrDq>G2PUPORLf+qA{yL8+}tg}Uc2LJ;q=Y>Urc+2WoS3z5E z;X#|2@P#;*oLtmdFmr){w6?6U4A}R!Pte)KK~bPEFODbm;3qE&^$J5@5d+d3p^Bzh zHc@b%bAL}A3$z^>-ijOPNski`s}zQyIoneoAasML;xfs@_GQpQqy)|FKt`QXFVUX9 z^|~#u&-D7VwLn*m;rOv|sSoI)$}fy!8VV|z7NX3|^ZY#}Wh z+S_fq;Vxt4j0Zh;PqU7=8petO7))YGRm!CC*l>JgktErW+Lb;j;1k5z+x>EDC(kyK zCl|Q=HuG)E3kvCc2RS^iWIVUXeibsmcC35JSdHwH|Iz!f=7?t)XYWJPa3Xy9{S=NK zwUMZtD3&)Sx5zj*=neRI0{T-);*Kf`47!BAK-N5t-t(l>P#9zxnuS zU}0>cbDC*2;(*A(fupr4fSWuI^$uTI40}I60xViM2IzfN?<^tgjAc;m2~~)Z9nZ-% z-=ZMm_S?~+`I(A{eB}n+K;s8ff3`d?nhusi@PKf(j>|EqCMsu387L^rRc|~M^%-AJ zE4pVrEamLda{6}kmt_a$L=vvT3vXX5X=@xrap+f*iDV%>2nfs>O`IN@>|VQ?3ng|E zQ7L|^+TAa|$!`y(cwl207c;1wd>)S!ZLiXKSr$E#c09l!9$T5Q+E{)_#D$Env5@~G zXE<^9-fn0vhKSVB`>?8&I%1a^72iz{c_BwW$+=W@=qR3u^yIpX=>E?P^=ju~7%g7k zlk$QrUW62ua)0fQEvXRS*`#k_C5G;D9v8{Je!jE#$sVmBMRB;aHEta3Pfu>x4BQrt zw!hEJn#$JRR14)TZXDfD*NGsPyI`eAYC4#NipaAFdD1CUbB75cSwY_QvPldT;Y$tS zdSG??r`0XDA==3hQQk_HhRF2f+#MP4@5ZNJT$WdQpoVWY*KX3x?3l9pY)Me0xRN}B_(yYPNv@tDD>1Xnnh-xkg`z975e=j0*>py^7L9WW?%!vD&s$59WtPe}24&A>qxhr5Hf zu=iBEw4ztDM!aH}M;HPQA+%~ksxSvV5vw*y$Kq8GrfxJUmds~Z} z#F~@yINHDRfmZFCdql_u?KX?3227kB;n76;aW06C$gL6&Lty z#P7+6l&6qJH`|#3BR!QePXQjwe_C?UMr;agK9Nc>#gcKFTcFldxWqDik=cDDqX_mA5wB}sT?KcrqNJd z{CZ!cNP+SxvO@R%1!k~J6_N zyu0mv#(-yj;B^CJ0E2AV8@IRZBmiX(@Dj!mQKbA=v3@|cPtNeY_~zk}1!)+3U`|?abb|BgB4mhi7DwYhU_}u`ASC%zh`S{oZoZpXCs>j_rHY6n$?f!xz^M{1G z^QID^cIDajm5)1ty7^1C0Wy*&=SX4rcLUmnv6N_fhVFg=C%4XD72oG@CwUm)U+7z5 zSQ7xFH8?%qjx_r(pyBbwCg#U7MRv*Z{i6(>oD zELo4RQD1?FP1E`vJCtTorC*AukquR{o-8VOG)V_5&~g?Jsk8b6>7U^;5C8%#hJE_h z6$GM5PhbCjjG8?ZJM&(8G)rxb=^E6PKh7Yi{TuSWy9wzWVjZQReFW;F3ORhnY#wGE z313FYLt&~^_~2#RMMb`dptci0c^jCV7hv~XhZ}QtTaU+wzt4?|I3^=}Lee4%&FF3T z?QnRUpdPyqY~7cAT%ODEnp9bi=cpk{KSQ@4%TP3SCm-gSvEX)|p*3<?QozF+eE=9 z6g)_+7~!dv4D+2Q{6TB7) zdvb`*Y=q%W%*$=( zcQGb&2BQRPH}=bZU+GeY@D3-`EF-))mx%sT;C=nKIEKbQ;bD-tr%8&?uyNq@_5&}* zRElBA#03Jaw35`j*OR}+{UnpLUA|gNTB1|_^)HaeNoTqDyPRMNYD*Z+-Y?dBhiH2t zkwU2vmJnhr@|9YG&E<}|vq52Ky4%K~9 zB5vgpb26r|J#pkW3uDz9SK07C&tar4Q|yi;AoB81AXE#B_o_j)+z zhJ4N%Ylhhvn*C<`%G$kDbUR~S-}r^@{$){9=42y^LGc3lHL%-~d4Cx5ZFu80P zyn*;Da=dg|rWTnT)!#R$`XS^rOZc31hqyA*?u2t~TR+a(-(A9a+%#MLMCsn0!g*{o z2K=J_+%~GA!B4FQims!k%x=72pBk&$%p?|F!UUW<$pExnS5M;DB9U#*o$ z8qSH1NB7o?1Z7gxu!L7@g|^9`(B-?DyvfML!d$=_i^zW0c)TFPKuf3K^&1l}b=0dv z&)2^e`_#|9ZY?cIH2v4#bgf8`3Cj`g6u)Wz&Ep=!;@IS=0)_jPTpc58D-8cDX7p9sxYcM?D7bcEyY)+?^zBOheaV2bqg7+z=xc zwTM`*bE^yK#OvN@%V}s@YXWYF*z>PQvDJ9HSK`l|HEur-UsLo=Ioq}frYb0KP`)5G z-Wuz4lvUwFp0P5`rp5T8r){1_s`%A;xE<3*$ttk5o%e6J~SKI(CK_UcS&VDV; z6LO5blAPYr%kIeSdT!kKH=6VP^v=WwdK9tV7ItC60rUC& zOM2}ThO-&73BpXgyJdLARl7!jbjIx-<5M|DbaYv^ut0@sP!ZH>8P|D3>dejjR6=F|M;ZxUr ziLz7mxfxf}Q$E=FkUK#7*8bwC*#4KqV=c;E-K?CU7$+f&@~s|{@uI13=uAFKq)?1o zq2Rr;x5kpi4oHCy$J6%hKJE*@Cdy5;!C*??wit_BA@Z%l=|$NAxS+t5q(6pF6TdEH z-%yW9cpLbumYXNd^LrvnNm7NKnR1v}RH!&+Jouf54(0xqnMCR0fa=cd?!`XMDoW&< zmG*7pt^ZP%y4#JBK$3cbdU@VHp-s0H!T#lq<5HHY+u(X!R`#6&KzVu z8d{=zx6@}vJ|ygrr4Ys&K&rCkDexhhCjvLrj*|JERXAGlGEZ_i$KTAv7GbP(9bNLn=ozl>k&mk{Oy*@qrhNB{a`iZFVuD(11 zzC>Dk$ZPxC>iaLrqr?)6Mg!?8?)H~lE<^NGvU3-)4DeHLFI9<5)th7OG9DuvklLBlUmy+WEsn^*8Hff7>DW;?|I8PJN%N1zFd8yB==bQ z(9R6FvHrPRpWJ2Rlm-OtpPHX=;4o!&@1LLr=Un65#$J8wnK9fM;r1wcBaaW#zHR#- zqdx`xO(a^KW_91KV=~2V8bBx(Pf4=8eMla&Q@lP>n!4EDOc79=*>nwF ziBs(phRrv=_D(z=%-_hRb69EKBS*4<=w6S?3_4X8dLWVa;b@bl%F#< zv>3OtnLJIZCD)B{O5$yQD=0+C^u8Ss4KIfKmw%N1Y;QPb#noL{c&03I%%*qLNsdBi{{4NC@$uCGZSBiDURC4WCrVAOjH$Q^ok~L zvw)k_Q(}Nh&Po*IFIOXPm8$UnsCvtQIJT{8Hvxi6BaCdjNuh{#X^WOV!)U3Ixx*I5}SB>=yDn*^+btDfih8#f(hj~Zb3oM9D zSQwM!fl#m|?I^2^%G9@%S$*fu)#Oe!(MK0XgrIt#A}=&mQ^YB*S#4*IAcJ_N@!n*5 z_@KU2cdy)CWaxK)4d%mJjjTywU81ZfwDw_hb%i5M@#t!zrPKMm@&2%iZm47O=x@LN z!myzS*S9hq&DK_Qvch(NcG}JFSh+iQ;l*`VlUmIUB8;#)K=hoQA#C`P6vz%iI`{IK zU7ILi`KbPfhV=yR!f=~2un>4M*i~g<7wiri921)0vHO+J%W9x7-NFZJzDcu|2 zgfkIfQv}@y(Rx>VcH=}Ls)Pc%o2P)QI(T;F*>CKts<)R?-L~?f`H`TmiokAK5f;B5 zA`?wiu=aP^s+y%3<#3riBgq0)YinPEoc2H2kMG$u!^xW;!as(vXG!SL2cLd2$)+N7 zz~M$)0)k`wCS)bF=zC6FuZ*iOEmMq2v3C4#(LcXxm11=`#yMs#8C$LrUKVSTdE9~h zt=XZr zil|a|NMlM8%Szcnk)Qt%%A@YD;n|O%J0xn<$GmaLM*Y-Xg&}9OV~|>|s^j{??aurTn>@2bob@V5&^-=5LNgOpjo*pP$C(kj7sJ z%R-kZ8$>Iqr)n2ucnsdbN?DInf@8m26NS?ivM$4aAp}ZhDVcv?ZA?k0b(QaPunihf6+3zo+u+r_$|p_C3ELq=l35I>)5k< ztkUA=UJ~`1BPmLvJ<^DO%iJ(xCuo!TVdsB*$f754Bs00zl%Ns_mFL&S2^_>GRM83IE$A%z|YW#X6PXnsp4ZD^>Yxg-$wCa3}+4Iv%Q08_#{!orB>X0sJ4;-;fV za;=h?rsy_dhYiWYndzhz{PFek%AAMzbParOBhyFaZ0HCkL;hGsMt5;Rw)h@7d$u_x zrMA;@&xw2pOq>XycW9=uJJdH(q831veu z=ZY$aeHkwxpR{gz3gg`_^9tVgD8GyL> z2hl^MRTzQugGV#)kI`8{9cBOEOwz+^;!geUB8TK<`A@J*FhpEW&YJ7KAL)ayWf(6O zrlEn1O`On76;o9|#_mX$SzeZ4?$r#Q1sbo0v9*o0DjFel*=nJbZ`E`W&x?ezS1^X($v=vMAK#Gx$f8D}Fz#KaM#hUBFO0j=X zs()26`>rmJ`H0j)&wV-yT{offuJW5t&kO@TO&w$%BDneWRd|Iw8s_u(r?dI4XO>Mo zXF=X1r0?h%z2=S;Oh@)wcO=Jqaz8{Fe)Hn=`qLn@zlLONN8vuQl}kIcu3*=$E zB%kL7t3IKS?#k0d#k2OqAxdx<9*r>`1*{0cTzu5+k+6szicr9PFU1U#>Xr1(xd(naty1HF#-0lE7 z1aGV3*2K=k_=o1`1kRe*s%b28?~ldI++!l2T&KAEqc3u*^3JFt;|t+*t71_6v2f^@>8rPwpL58T zz6Xk7r9aCD;ZeCeY)WMr>(@LsZ<9p@O>*C3xz`k?Km9lp{7&^3Yis-3rJF1VHxP&- zBB-O6){GrVr?9bozz_6r;iqRj#B21gBn1~q6(&d-P<*yE&_teC;`J>keG=Q+;f9l0 z&PJoy<{liiL7mV78%S&o*RsIxA;xRTeM^6UZuAe-2O%bMcXGemL!5AzD;PF2P@BNc zudGztg*7H7gxNzp-<2~RzEajad_gld(fDJP!r8zue8p~}+V-}~?#-R!{ou1coJ3w< z>8ayl*4V?reX}_kO+foQ($_#a0RB7Z@tP+$jt@g3haKok6Ax~$l4$(-9$2W9ePtQ6 zZZ$x+j~;$2q-bM^@cCqx!v$sJVbHXn128qV_tqyh-z2BTOTq7xK^>~`r=fI6RwBHW zF7Zq?^TkIN31CHlqD%FR12%$$1I7@bDmPoiYT7cCPLTn|jeQ0Mm_Ot}rb_M-oC6Kf_hzWRX({ba!ygm4R0!e); zNb!a>LWc>h5i{v^v4)ob5?s;=1env)96>OP7(c2uK61mXzw-)Lh$2oNMv_U!*zy8` zSr6s#o$1e7n7CYZuM3bJ)l!-iqlkYT75Xn?nU$-V^jbC*XK!fL!fQ|1ObSPXZ4uv7 zss2-yg!x_@p%7q*>72KbQhP4v&w2=uI(b!1fk&8?F(!E%ed1SK@YfF3&P48p4X}Si zq9w*S>2ytc*D#z#@^SrP!(>5?skZda-}o%>`kSNRMw7ASVn8tD+4MpL{#z6lfnS4T zE#QY3<#O^yz?~w|!G`tl+~nc=tCF%vg}I_oXC(r3{f~#+ z%L|YC@jRrkla5(&&#a8+M)2vMphxx&3d*m(X>R(0w!<)5ZwED5gWHtkeV5R0h7c2e zz8MNFh;e&gzbP+{#u~#KV;V%dsk*Ff6pOveTVD9lXzq74COj|74cp$16NJ)_Z4noi z@tZVyXXUH!S?ZTWu$NXH6fMTWDrTb;hV3WcP)WRYo$`P9 zLzHe|-xcMo*KO;XtT&mf#x28y7R%=F`gDvmhbKPPk5-Y#mbT;mS>lAR%WG$slCQI6 zDmfl(Ns1zRCoE$dMM}Ee{0BBg?~n7z-`ss+8^YME4xaI{;@%K#x5~FT?#3PNpVzC< z764SxnTqR*=dYO5+ZP{yG1rj*%C?)Uy8;q**+ZTWWJ*!q^PUkODmRKHqcL?Nc*38IwU5pTz^z!5BTdcnw?Zj~>;>NiO7L zfj(SV$7wAlhu~171-w2D#&rB$7RuO)F8?S>_RYHQ)P=%l zdZ(e|F7uLr{e+rwJk26#4PbyMsGluL9O2dB_vskV$#TY#li~=y)QMrYqD~;USg7Z_RueSD}NXDOv%yu+w48fT6Rfk?FbfsH*G+5aDRTWD=k1=f6bfjQQ z_#l^8%xU>>q~Jp+AdnX(>o^zfnXrLsjfxP*kbKm@<9;k!jjW<5?Dgw$X|^Gbk(PeG z{&)Y+7%og^B5^Kg%xZ^|gjBSS^yhhGuvzW}shm7ZM!?l4Sm%`+$<#Zt4iA%H zNwe&_GWs;5MzdYh*SaE5@A0sKr8a9yUfsxBJGVOY&$} zrgV2ETz5o_8fw%6ymD;+pI^<_mRUGRH~%ba`FUX%?@dVLr)TMFxm#29h=G><4Udj#`N-fj~WLc<<;aut_mWyGaAf5M?>-F%Uf2yClsUj ztPU5Rajv`irLSi32^PCljgm17$Jx0Px&+W?$#)xft8&e)i3!ax<>FE0XL;!fWs<|r zoZ;&%oxK--EWen*o~uV~$6K6_pRDFY3loHl$5_DfoJjCxEm?4fOUIV~&i5MZ@wmdH z01ICvt)z1lP2RrGFT{E>kc^%Qn0cC^yXTAaZX~H2ndvQq6U85&mZYyZ{@pDNG{RROR8kVl44O*Y$n(vD0LOVB zqV%_$24%UIO+R+wPLHqT|isIOJ-W z_|BF;g(OobZFhK4WUIrv1Q6GYqo1rCx^1p+e8uTd#2P?-dd$wra(R83%rNH~NZ!*e zZH2(fg_8jYejH^x z=dCG!CulZnP*=*g7(NOU#dJ1YHktzQ=)ROmvmr>N%v>lX`*!W?WVb5wYG@>%O-}~U zio*L(D=-_r1r4+Uv3D|&VfcR56eg(YuXE(E8*{amxScdZGJ#>^U%1QCJ?p(vYwc~; zvrlM_A;`&8@z-T*?XA}9>~r>f6qXG$x}jis?Rf{Ki4SEm(6`<17F}l(YSocKwm+%e z*foJH3UEeb2WgJ49OuX_u=y231`2Jj9LdKhoV}F#K|JJ*i=bK}Oi~W^E}_u!c*Kvg zVJryv>&IG}Qt#NPP@noh_!HE9Wd2>Lg!mNT#z(xa7~XRV@hvG_sBy|@zCO_2IAgWa zHAcX70^_t?Ad>&l*GD{^cffbTN0@64bE0WYVq6&aaB$PdG{g=sW4UYW6v!wtc9$bK z_IEp@hgk_(A(H>&JF{^P4W_-i5H?L58@7QMr!5Z@KOE9^>CUbX83r$PVOA|3XNQoA zmD%j1;ufEmY{Fd>7>_5##*F!c8?;70fMGCml3)7&+m-UaUFPP8$b%E%0X}2l7qC!5 z0w(5KN!RC30qfaUX&KTouKr{krf&H0wN!su&H9nGnc-Cvx?&507nt-w`S});I>jCn zM+@>FzDZ0`!z}`zk*X^1Jy#Vy?E!{ElNf`v^!S9p;Xs42y^A^}agg3~m>!=da(Sc` zRi4EKN!^w%TRlTbT=@F5C%G{mGc1LiHJO6-5YXNbFH0{_XGi0@4Ya7s1Vs|3(_-p4 zmE-9aS_3rcxVYJLz?F~ji841|FY+IKZc3S%|0z;$vp>YfleMK}@{*wuS0_V%nna-j z3P5S?>Jy=KqCuVTyv7i=;3;%f>LG&xS4bp?jS*Lz61g^y6M{V1_4OfvV^1I1A$K0l z|M=$n$IgwPnvB3x$)zHD1K=EJv-ndOH@e^R~(XdDX zIp~m8Bk7P?j=AIOt73djW$Ht%i2y8*q8B`2#M>aYz#XRb*b+tlcwmhI^-733mm>RM zadp1VnYXmY231W4gB&+5bg`8zmQoz`j00P&N4ESKM&9vONr=L}pK7;UWFu*GMqrc7 z_&fLEg7bVrJt_$9CRcL3^j{Qaiz;UfA;u`0QEq&zgy_7VPZ+;8JHH2Ac{I6Th?f)9RxQ%p^HPd_d#W5PXTJn&FU-_FdH*&G@ z-Sh$O62Tee@k{xp4nu|{apXTrO>yb9GdNPDyqZ#NNvz|1I>10rct*JoVz{#mACZb= zqu(*b*#x{l9VO{Cg&#g$5!soeM6|O>cy@|^?cliSrt3d4e{h`6vFQYx^Nzj$6KNF1 z@6sL1A%onSl0u;c>ziNxl84mQ&Rj>+W@xxj#jsR+R%wBYw%qY%snm|nVLJA82UUdb z*7>_u1VXkvxO1U7aU`Xd4ShBooI$Rvg5np-rsYefH{a)A z%i8|_z)}1mp(5}DT|+XyBBx`bGoDz!)QkqVVaTa5#fh5<^*)gR?V#6oF2G^T;DBcnL_?wpEQ2cT0#{0^4h^ZR+48LYNjZDHzlH@nX{P-H&SkAj@NM^P;*4i6$!lRY?Xf#4x-0j@EfD(F z7=j_;Z>2V;$95g+!;RvM+Y#KkYIi;U)$UjSwG(G(8i<=p@$^>qNv$^D18&^wjcUpk zkP00+_aviRnv^n5l0?L;e9fXIiI${t6ih($uks4c8xwttA$@FJ_;O)#iCbV7m{E%xKdNu({s9g{{qH!I+G$J&vAs@7#>!(HV3x28q2FY=C)S5YM0cuaI{cCNX_pT6d&bnUI%cgy0iGe=D_fT~bZQ+pWJ@DS#m)T9JwBHFm_Sh`^Fu76ad5at zK~+6LF|a4;*U`fGtzdTcpOLf&_mpFIG9#WnWvfW-!Cw+0)(GmHI-iEP7m?<9Iz>r6 zrijDK7FcmQMMXSJ|1#d_#?JTPU%7C`Y1>9S#*TCYx|Zlu1K$9+#A+gJY__`5TYx4D z4vTBn)JX)*GBX6cZaa~KgO9HtHTz~b z_rP5pRNh0BU+3Tk#%;107}i6JZ>Vp|j#%Q}+AfEqXIRu5>$Xj|GFz{otRYa8KB(Q; zb|oO$x2}Zl=hw|1>-I@^#@zkBd~J`a_Jf#5Q^5MhN)?9`j?Lwxqtm-8UC_5)mc}%> zcWYLIUTgS#5{{e0Xnh!sOcxEP9 zhbG5lM%KilnCq4{?TrelLKavuHW4 zmO=Nb>5CPAsG1D0UL>|{PX_d6Q_{a5uor^uZ%`!bI@`2GFj3k3?o2<`*OVIPMm4e| zG(|RZFp&5nJ%R@DisQYxR*ulEP*$2^cHu|_(&%tA zE-|D|To>G71(2%)Zb8ohMD3qLRPuK##qyG+6F(8=R*~<1W*i4CT&)B|XwYG*=tuw@ zD_wfA;!uo&Pl~{6@9D8hWWL@COfP0s{jF6p(cPM1&yiTWNLi^^;O6pJ?#Tt4e5lNv z8K zYc_jho56AgNr=&5jc9FrFNlWD2%G`0y9JBK}G4fiJJ7u(QA2n+rYYDPvq)WzBxI{Q6kJ zN$DK~KYxD{g?FJP56e8ZQ0J=RI5Bd@lR5xvY5!$kUq%r9r)>Zu`Tl?j2|Oy7^hl_; zz_sIGHrBmJaP}xUM&b8z#t*LGLeONQSzR^kw3#v=dEIgIY_h%?Kb6n>umFDFIO6ho z$2PCKr=8vxB(au^WPf1c(i;bSg1~KYJb1qkNYbEP@-^~6MNp-tWI&}iuw+TO-%ETK z7ybZ0@aaJxRZL76m+!jjrSy&Ca z!}OOAj`}S3Q>cp@&%eR-e)-shai*xFsX-%l;Ea5o#7Ns~#zzhxr56n1mE&nqo4x7Wi^33~ww? zkN{-OUE(`onoMMK#!DnGs`2@a7>e(q#! zonk3LY{fM^PF52p&6GRO<~=nFy?4ANagK-Uw&YODA3XLPlOe%^%aB(wa9s&d1UlAD z!@cI7QcU7+I>>3&rjnNcyP7*{1}i(HVtvg6H+(hg#z1PN3!(Kw&uK3q@Uqd&6R$u`hE=ts8G*;8Zzt{ ztZ;-wmJe8-!qe^wbIsPAcGDO%i<=uY8EMSoKqFynk-accojHMQ}vP^2f=wlsqQKO}i56sSw6(%FO@UVu(qNoR^8x51^&N`95 zSPxP3ed#9Bt)C_?6HyYin2-hPq|;mCaz72Fl5MufbvHpkc!@f6h4Ja6gx z@=Vy-#PUa$fa*k*01NP#Pbp${C!OMYy0Vv2;`p+3mNuzYLIoYt^@LI+B3s_tP^zxb zX3uUFD4V&aV^YJln}wQ3Gw5cOp7AlS2NEYXbBVUQ2_1ezr6!!cAd%Qnqo@So2rgLu{^5d;!+O>*Cla3nM7Ijl4PdB;W zo;5}7h|A>@&gKdq_S@8;PB*#T)&gqdTu!$(Y$!qtxQJ9LhoHvXSz$zHI+Jn3H*peA zJt@IFTS)IN{p$Mi6(`pgAQD;-X%I5uXl-Q0F z6TeNITX$VqJrCmd(OxJK#k@w?UZwwsv55h4S>2=^kyU~h1NU?{sA2M^H~^5f-D6e)At!2Zck0$O z5#;BE53P;%1ZOFmGrd>i-i>q6?aF~~TlT!2A0Bo4gh$rihg)-rH|L_Yz@I_X^aL0FPUkCP5Xf3YlZX%jA3M^BIn)za(j|KNP_ zZUwJ0WFHAyFQ&jqiyOe>?CRR0bk+h76-430D2FU#l8AIo)3p#tefLQAS*SK z&OaeuZr)ty>}?~w0k{^seaVt3N|P{O{k-Vz&K^#$_skI9K;J1JBE(Qv190L#cO$tk zKXZ&KujJ!q+M`dk2sDJFhTcMtUu6##t87*7@rRXH;R+;4CUyeL-5Ps790DDv>E#K# z1OinipXbjlkr9FQIB*Jl(_b8C1yj2cWHJx0aQ|DSqhYNMV{G)oK`~PqGBU-~cD`dI z7|KoQ>7%LMJ=f+;fv_dSkyr0t{v%WWPiFm}EcjQ}vPBqwpcFS9->abuneYpXLXLy{ z7|o5+#&QCtfFl&MAcQq^g*@yMINyaMxXs2D2d)1jRenD9fwZ0P8Rt_VXD$M2rsHch z7A82|$y@SqkdS{4Vc^06!6AMfr?N3>>{u1I z@Fm}UlQ_Dc_q6a^Bl{Dr5Y&l1a*yBdg3W@xPaC{HTkSV2k_K|??n^rNk=&xqiW%p< z@qp@{MN$z&>W)>*d+qNyqe{g6D8CD!=U;X7sZr&9M@yb|E)MZ<$e;aEi|^S*kcTs% z%0R)Y5^;UhX?PWc>01-=v6h7twv>hFE?sXbcPZNFGe^XF^U@(jgliUrr-qJ+?C8I8 zWO10e+TsQH{a;7)(*MfFzl>btAP?d=WhXL*G7rcE-<2I4A7eImeV_xl2{`$4 zq=MMI@M@L5`X}a$#Mmu`_%&IC8z-VO0Ka)uf7&tmRfFP$Bgyb~cTNPtL6U+2ez-|j zk{GCQkii+k^eb3Y-2w7yi#rdKnq}#aMvVWF?f#`i6cI@kJU9m^8B=lMQ@L9QQQaQU zw5FS&UqE*NVtK2vsXSkyZwjJ+;Gh4Qjfh}VaA#WFdGTzuuT_@I03cfZ+<`p^# zL?NGV{t&7i&4De#pn+_kSbsaY9nGG9HkNjnalZ0S2_zSZJKezrh!sR-IM^vbncT*y zD(43t@SQJb0A|G(D#l=k`Y+6JqLa9t3EiyGS0mII7Wc+qs_}Zl<{LDiuDVZ6Nn<#E zIhDeEd=|gPMXf_w z3k~OC6p`X`h9gy8)TZ5L);_^~lblB*R4NS{l@S2Ek?fTxwP{77zrVvoi60X$D3*qi zKk^GBI-bnBd{m$s1#Uzn)@GeQD#-gYXLZ1ZL_`^e%8Z?MLiS;7!z>f6jQw`c4%8D4 z)Y)=W6n>%!`J`GortZ^hV+@LqI#VX_ZfaJMHi&JGay@y9`Cu=^y_a~_1zdVQ*iHY) zrB|6A_g?*(k@Vf2#v!C!`Hlm)_tC7vZV=lVJyikzFDq^$s(3Q5RM?)E&W7reTaCJV z8FcWqNd}UeiFS_OQRB|o@#8aiqNWS+6eAxFlw-{~-7}aZ473*>%Ek%pz^TLjFskbK zIdzAv;?2t0Y>jQiaC$1=_)~fik6$bR|yO$b0G>L3` zUrUhpOCuE+OeXHI@^1G2kz;3o)aEv)x}h;LZk}4s-}p^K{hP)}wsGoj{)QV3wWf=a zVj}|t&qqbmQ3aQVq*OL=?S?DbcwY>+!j*3c1JZ)mF#7+Bv;4 zKTqHgMpxIIoAh;1^l|9n@!zNLJl?1=XEj-Ut0547Nc&SO{{hw;BTlIIa;~O|3GiEE zN_y$U-V-@9O8_@F_qzGQ4g)g9OVXX1SrJpTsC@Ll@GZSWy&c5}NGGg9_njUP_ErOd zspo0X^p3tOvq{{n!YYG&Rjo;EHtL@3EI&r}jY&e$4M9iwU>k0*$G&5s2%{NxaehoU&d)IBl)B8 z<1(pL`HI>Q?D50_Cr!@rlhl(8amN=Egb8n6tHP=4Jd!%{7C9c zy;2V7ysztSqPg=Sa`0a0)Jw2HMto;~u51&>`T4GA)h5AN<#+uT4iek+MLWlegz&kk z^1Q4~{gs@QKq$Sw^3k2UWn$#;5qlhU8#XHz5q%lW7+_&>^E-;7X+7 z#)7aTNUO1T=u5tHcdQ%xSFVwg!86G&La~mll{ag&xwWYnLN}K6{rYa`KmeFn0pzV$ z`Potf*_A@aP3WSwPmfdVIrR?@iDO2Q4L)g`I3Bh1sFFK3s$Jde&mtQab1OVMxe43A zaVgxk&uqr~aCV2M^z+sZkOrO=Jt$N>qkQ6@0JO9^YD;WUi=_A6j=wsuV#mH!h01;E zsp2^f?w;Mzu#Fh4F$OU znkhniDU2WZ!}-PT;$jYMgl6^Zh#(>B#qet1OjZJEVz^x7-uc!g(ae3O2Kwt*9TmFYAS| zj!q&c;FRUX{CK#6Lvw-G&&i7lbpVXG#~-D*ictH}IB$;S(^Dh;`Q4Jbi`6;z3N(Kq zOKS$5>W(*ps&8)X^5&n2OOg?feXAH1#s!S;jDDBj=LuC5A2f2|p(nOm+KNO}wC!Hk zl)q1#M^bTpk%+zSsnQXGwBY+>)<|EiPnBinE+dPKYUfwkFKTECM0AWeac3Y^qyFW% ze%Q~mdl`>D5()pNPl?4~F0Afx@sgKaK(4_n@MDEAV!%7*4YCa0n7jHUt6(IeZ?cZH zHBD9o3`-r>(Mw0AFg<;^sT(EMzM-i|w>H%mhemZ4m)7R2b;fv2Ufq&p+4N!8d@w3Z zg;bc*!6$)OsxT?H+9?O;I&uPh|Kr^W6A-XL=&Lu_o!1$rgf?qi24MqMwa4?7kRZTLdtu zP6+&z03OE%5( zZPIdB+Mylc9a(L}W)0?-3Dp|bmI_2pv=U$;n`Ft8eiS9?6u|%kQIRE$wJ2b8zPkNO z^7sNh7CxCNqdY~@kHco)q5wK{-QFd+nzSCc*#lfP{7|I&_7Oo6oUv2r`)mn#Y4$7TSAgH{~{z_tf zLy6`STb0r-qVXIshu7{It|z7mniRoKSA1u6L=U&Q&{~A$HWqqYZp&~#zI^V+O7ln5 zn`@`7nfCm_boD@qW{b8`YS)83*q5F4HXHrB_pz_LHubD=0#odt9|Pafesw>NFm0SI zVhR{MG}dX8B)6k?QGvc_Xj+if`7-c-N8CI~d^tZJ`%)wDO%m-|cLyJX&emL)yzZlv*u>R);L8qF}DWo4UY7VVoZ4&xag?QB~jB^*H+F zY-usSsj%;2Zdhm+X)j)rFP{rLkIR;;Y-=sa(YxQ?5sEzrj~PUJgMlpS_8U;Ab39JW zYwm1TxlpHs(~2LYRcE;sy20`F-zxT4j5DDLq({xM-BHYRDZib zGWhmswR>dFvomymNn8vahg!ky+7pw!fUie5^AV$!XkvK>p-1oLJx9N|68k2<$2$L` z2^0R!xuDzG5}nN1|IPE7en@JC8s+Qh-{?g_Ql6l4h+n->*)Tubo5g0Cfm4VgX!*DY z8Itx&f<(EDj<&EnILQrt7~n=0dpic-2mXW6@hAM*_~^p9V!X=?5GcM9R&Ae0=jb9Q zu!?F0P$#>+!W8|xR35Y(+9lfOg>B;Mr1x=%$sc|SKb z7^8&H`+~FM^-;v?ryj46W>M88O8ifmz$d{|iNX?~qgk@urPz z|0Z^ALhr$Ki0k+&y(dsi^IMU7g`P*72QBz+Z=RyC!+*Xx#&}PA@&T_9+k%+Etob-7 z;RpRMxIe^kyRTdy~v%nk0`a zLHQ$ysa4!eX2G)RqNjXOy?~6=bBYy);Ag~aa2no;VgiI zsNIfPMWIm%+W>G7eO=L|kUO?Df$w;O`Z>(QF*zy+9rhGQC%@mu6RG5^T@W-P+onIf zr$6l7hrG&EHxR#_=fhmW@kbsjTBa?{X!ezvW3Q#7p3u}_mi-ZTDxR18$tu`3-6#&f zUE4a2Dp`BsG-PG@HX~wk+yF~PkbOVtKSEP z$q+^O2*rOQl{sISU2&A4Z?JA_>9;d+8bp_IL^;6^yZ`K8GB(n}!?s9E^m^Ns53MNP zW@5n%u%xwU1tpNtNbTPME+{f$dyISHfcFQu8ZgFnk40~9YMMKL<6A)9V|T29E}QVJ zgL88w2V9-;f#25m4Xivuy`Ca+?82I5{MV;-RW%C zgHJ8uXnzy(pmi${-C!{7_aF5Pi#ya<)Ccq>9Di0M0*(^O|8XjzNe>x|rP7=K<7U52 zFOsZ|Nx%Lj)@WgBU9|WaRC;|LBy-W0x-XY=FS~{wHRb2QJn*LL;-w-y92eY#2Bc8d z;T-BsiDyu;c&c)Q3I`Hw7X<+cO92FV9W>(6nT?ANV7WUsuzgk=>Zo2%p-^Jxk&+#S zi=aIdjA^u&YyR^(vYfZDh&Gv!ho@VCkqUTVwduIAU09!b$s!@tuvp(fZ)@D}Q9h1V zvjI4uQJI#!iW2ipbPc_}p@TAz7LZKHva4Zp7Fq%tEi66a=|=k575e(=2}q-PMr@mw zVH~aQ7b&nI$*~y&SA<44ArBp0&eG2c{irjEDpQzUiFk7P{d>W~5TgYBrDW-Z$(DU4 zMD5GkdWp0Q+rE!j)w|kuVVrzRSoA_%ECfr}g2j)+au=h_4Rlr$rOPNtm4xbP-~uukl@^gp^C|rIK)kJ)y-HUu;R z=A^Gum1|gUHT?z0vRbdCuo%wkV3|UpPHuW?Q@BcpCAx@ap+ye>^&b9>pnOez3riT! ztI}YOe$9H@v<8sG?h={S$+WZzhi#lL8n0n+juXv3)`|ai^98VyDFM7-APkNV9{PL} z-Mv~j^H2^imNw=eP%-Jh2LPDHo|v$k{qO&w9s_a6O8Wndp~>tzE~@_rbgUp4Rwm;B zdBq>6f5Fg6SPy@NC3Bx`=Il-Vw_(s0r~-InpbE}xrcf#zOn?Zw$I@2xCEP{RUU)|E zoto;EtTxYcha?}r0db49LyZv4C#5GZzX9QZ+t1bCFNmif0X)U8CI=yP)dGV-tngwKFgBA4g$Qps z@(e&w(OMNL;wHV$a}MYN#>Ixg_0U7FQ3RnH9{6WFI)?^eGS@DOmdM8o z>gx(JkbrTNzU0##>VqaIl(*FS3r~VUbOPvh}{?8X_;C=HpdivFkJ|wGqj_ z!;|KKW!i+cT2#V|j_^~bOnO68_xEtc;1C5*n#cG_4VEkDXpPY70x6DM+@oA%-Qw(phl z)r-!|*lCy&SZYZJ<;M(O;(E|DBlCrdgMsq)pZ|Pafee0zfeIlbMa-NvP&?2p1opAP z!$>MwSGvQ*Rfu|JDSuE6K+dTyD5cPnL#YlJNGcDvP({}wNK-QzJO~e^LHA3{;p3`q zE)TYt0BPZ+&FTYrn~5L=45$M!%%;zoWGRToYoX&65zJy*>w2CkZZ%a1@sZXBWC)6Xp>aZO&v6p`4hZftRy}{U!b`W5_!;^ZG(CV$JxgLDjCN;o>rZ6p7~0Un+RK zU%z|eda-M!VcwctkMo|_?^QAY_EBffXu)f((}3sDs{Q=^m~zKrDvoSx-j8PIDb+@6 zKkr!-lt8t#M()Vx>GAwYhoT-9c%C6JmR(?ZB7y zaU?O~t>n$=SXH8OAmB+B=4`f((B*y;JkRSDD;*Y-|} zhnf>PU6M)7ufWy^Y%B(z;DJ)1&lR5rKHl* zEsb=yNOzY4gD`|h4k1W~L#Z?<4U&T2#rOAq@qGWS*|YAsXYS0s^PGM5UJIYaa8b7u zX49Vj=E>TwXpbULbgH7uO7m&!S=|2a5Qr znQJR)+inAC40&Yt#N$>R$P&HLu|GX~>a?<}&rFIoV`EpTl6+y8l0y`9!rf~2+qal2 zBj%}spSH$GqeKM(pI~CsGDC(qfJA82% zRy&Pi(3v`%JG6U~prDh+9QVwLun)(ntdBH_Rcu7ShJ}XjUQ8y7Y%%8ijYaw3BBIk(lA|4irl9nwcg0ekmg&$Zj2(6i?;)LHyNbP!(`K3KgtY}}Yz=@Ay0a=S) zNp)NuU{lMW4%q07lkC4E_zc zl+?bog+6+=PSKi|XXqk6DaA3FXfx;Jq!0VP70?r^wB{}^mQ#BdBXq|=gmM=(gHnNw z0!qiK{_27+pM#=Ho%T47i9T-$#k*ca=+pKa6iowaOZ&|2%CB=s4>}T*7?%C`+FID! z3L8q&BP5Z5fz3dNxmd*|9Zj{dwW{VvVF|2CBhLcscv``Oi60biWqUmnT9uP`s|c|w z2|Ws|dG(k(_aYVc&;h;%w~dQ%hyee8-gut`TRHEmyhTefcvm^TUAv)J@*gY%{d#eZ z+ATbF6J^RIocEZhn9{*d5s(gC#t6f~mI`-r7T>wnW(=96Aqd`WZ>eg$IHPJf*~wkK zE+^8hwBpxy)nc1yNlvrHIFAb53!@AzGB2VRz_4O?>42}))j#!};#m0`oBhh9ltmwP z)gFO}1it7Q8EJWK?n!C5n8VyZCoA}AK9}-|1-1>sI`v#7R zrMCaKwj5XpeZ`7(2~*s1xW)cklF=0!(}ayir|J?C5FsD~B4@X7p%OIPNvBN3URx&7 ztu{w1SuI`el3TOHTq@C5{ixKIt1|$@X_2i=8H#h&w&<`#r7AUUQL+zJIX>kG&M$Gy zV`BnyP8VE97=$@Q*%Wf;^~xk9gVKnOz(g(aC1BJd1T|BH&?<`i2{ORwSw@1ZJtTj7 zwCw38Qx({F5)%Po$-Lw%sF;XUtLHs2zBuO+`Pn9h<73pH!ux)8+%sz)N4Usne=*;j zxsb#3Zuh{7TXbNTGK~~AxkWh$)6-N`h&`?2&}@wxU~x#-C)DE2%C#HPBW{7##$KRV z*k@6`B%i{mq@xmE5F>=n_)Tqyv#Y+%&}ERbuLE30 z6;{Hi$Ej}3i}a%Qh|Q(r!6I8Z_HWX&TT6Vjct1bDXRRfcPm*b0OlbBp2y&=R^{qIi z3A|!%OjHPblFqa&ir##FpfKTIjOL5%$JV1!45y19=bPk6Nwy}z@zL1#3sA9QBliy> z)PLp3Bs5;Z%zvbi#iylImFrV6FT=8_VLR+`G~Xgrz*uwX^g%Ox=yApy{&a@b7Mqy~ zub3t%bGsdm2zSc~W5usH3gBN`YV3rw;#UGi%nqK2W&S$`cvn=eM}=dUEgEc#^-C1< zI2vNO#4VY0KwDyF$v=jHjizxAlVj1F}ZFP9i$ReE!87&zMRZ5@&Zv)UA;UO zC#L|~^-S=W@)1AG0==oA8U{FSgc~k0e^ts5yd8o% zD3q@doGnHYcoiTNmZK{&h#gEvJsXtx)&7jBIv^RMk1$#V0tpI zzdFr-LM^|9F1DV2-DZtKT>w!I9a}*LdReKDHBPay3a7FG1vSe)@m}Lpfu&d?40QH6 zI9_=$MWhwVOHE3ZB>}Qx2#rLmEd{^M=#3jjZ+cR65CL4|JW)*elM*-z#qhnD@4hB= z9|J}SXJbqWV1yCV*mU)$V+8iveDI8*pAjTaG-;IbdxJR75A5ONz4j(@M`-xQ6MI|= zl*oW0D*aV*AyvcSn?eo-ssp2Gg!}^r7F~VbPT&-LU_r4-Ra8&&Ynb-Y5d&Cs-ST#- z-E(<`0+B2+&miKpA|{EI&O8ADCDXQzr$i#tmER7fEZYw&?8l*TiTbXHNfB79LUaIy z2>7BWSgOnexVipAT<~<>Z+G#f0TxF|W;VliA2t|#H;q=PF!E_1!I*j17m%Kd`x1b2 z++NdA%Gkq*6fF!Ikw2PkEUZ=YbZTH5T-0bVW-X36q-Q05I5OQH0*G7m$H?!G2p5O~ zO6KzWYTh`az6D<&LK!$fj`$(;0q3g$%=J#9?wA$>80TrbC}`{-^>YfA)e^93a}-*f zXF%@z$I(7&O?Lvj_(~&EB9|^jKw?sKw!>X>`DF@Cizhr0@1q{SH?LJy8plPXU@bStZfHdHlPMnEgyMnf;c$h@CAT%{;@2zE}(9YCt1| zsr;VvO(kus7?ihwSOnVKQoc}C6KxP!rIzJ8w*+bR;QBH*(%f*AF)kZV<7r!L4%g8? zM_h{-%x2iB>X?oeN|f3=+M4*DS5&UVpIK#9v5%z`wY-(`PEX`gcCMZ0j-v9FjyzfV|ajp6`vm-(7} zz^5mQsk1*V$7EuE>z2Ej)r*vn`7_PC{A#QUlwxuE>}{r_>M;P5PoJ@BNJWT4JzNZX z%HC=I2SR$do-Gk|aYoo=izE{_PExEdQE>QMmx~aPgd&b{`-G1@tfQ&4NseAi6xh*g z14~@~gOE=QNg`^r|EN3kFdWU65qxs z3^EdlewLxfYt^;>UUi$|E9V z#u=W?tw5fou9FM(*Zq_#hD?)CUxS2=u+E| zy)#4d{g}jQutC%DXDWpSdE&w6g)g1ox+f1V$Ww*5AyJ(x+>;d+7zi^>L=MoUIQsSf z8jkQ#$>QO-&M9RICEk>}>N=Fm)LXB`$TkzVkUH}w7_ssqLU#g0)^PJ((YnI#@{v-G2-k#ZF7GAY zJAd9AAxz?z?$eNEam;8Tm+U06SJiUA#=B}%U24^5%MRcZzIEEE{iFl^<-3CWNhO(D#oSnU#3wv@s@Mak12!3xGaV*Zz_k9|(s@gew-XI+~|W`fb{<@JgQqR{v>U+LetaZ<2%!m$rt>o1A? ztOrdA(xqm1CYTNjMCxB`PMmjq00=7F|0S%yhSLBR?URMjm3ZnIueg<5SwAvQ_6D^v zVBnjFfhBnUhfM4z=JoO)fz9(Jv)?~E_m}?@q?GmhZ*a}~{|(O8k)%rv>`bs6B5HwB zV!xQlLiLq+-j4vhS#4&Hm%{B3RzAclmda@VkR}CuhU1Qm$FbzT1TPa-_QVMYehDcbHCBFB18!9#g|e^oKOXk`u4<+~UR4MctXX!QVWV(iOZa^(=L5b)k5gh8 zAvQo4{1#5}-2lr$&e!~L)#S(U^?B_)LIDS*3v#^2)n-w8vPlC1yCrl)DmQ>kD#PEd z2iaYom~gtAE^dzJ2Q}9iHbQuFl7DBk&z*F}@8!)a;1tm#Mcv4m+_sm*`{*_J#T!+YIUHpAbnHhXi=rTR0x=*r72Qc<5SZz14kL(KK-P=Xf^Eu z=YiB-r*??)?_0<3_h}b}J{CueWgPT_3=oRXHK{ePQeibs|eCOx*|Je(= zo4@sV6vK%ss^j{}f4u!S1nWb^EgOVFsVM{aVao}=t$JcK6Y?olVwd|H{*59rCH9at#YnNRGQ}_;3yVd(t4TC;VI?vkk5#zN(X7<5*3}kj)pb@u}s=Pav&5As!d{RsY)i=1(qOEd^Y%C0-1os^jb>cHDlx(Mte@n=)YG2@`D-3+yIDac~ z-I9Pu)lFAjjZl{?WEFA%YDR1E91G=hs2s))w+8Lyn6527B0&X1C;{5zT=xxue`YXBk?^ZSO7Z`mNV=j<8n{rPaL@U3@}QXbo;C7y{MF&}SwdEGym0j4)3~F< ztysUn%|Z!d(MGl6Zk#IBZ}HwnX9@dziIxxHNs-2@;LVpyyXk)GG}C{w2cd_|{O#Ke znZg{u{LQGDJO4-te-hQ9Vb1e&f~$Qe8-$n0F*U5^bRW|I76}yVDAxhOfY7k+*(!5C zQZ@-d=N6u5r{;V~o!M4lKkEgRDQ06mDTd@J)k8MV`jw}9S=4F)_< ztW!<;AzKP+t2mm+1F?OEDYb=E>r^R{E4C`)eQ`>1P}}LRAIWr6KI~e1$6a3TJu4w- zkRPmgg0B~$-GlbZ1Cwi;$Vr+2866cvk@aCTNGS;$8Xki}bO z7ckIQF_zjC%gl3OYm~ra`Z{Wr#_GiGy}qrU9Ia_SGf(%s%+9%*eUQ|nHpcY*TE;gW z-(y6sIx=ht;fykUyT1m0>}bD{LB^hg1{#mnX;xSlBMa411)eYXF^14q@t@*nLYJ!= z$C*6RM3u?jH#57q!m&DPM#|cPotuEBjQ3ob&^w<=``^*2PmH({yA5BQ{k1eN!2IZ_ z;xW%0TO@9?EoYe%g-WVJh&|9L7Q=?e;rCbsZx+~C|%H1T~J;B2gOOA zM!&#+FythU%Az~u^&>pUCyy9^tz^FM-Jj60aHu5|x&SwY`+-|Ip`J)-Yy9Nu!{2*v z&?O}YiT6(F=&^P_jPO5A5P%a#o|$Y?)hkoLzul?6@%-U)-QQh)tD!!mBOp;6y|IOR zn{vp{iYwdq!xnWSo8Lvcv&To{FGi&Mo`hw0)7dVO%2H>4m-nkY|_`Q0eRhEdj`MSguaF1&CrI=TND|N-o`N^4Ut!}9Cm8kl*D{T8r zr$ONi9fvEFwY1Gld0G~yF0`_@doXWOZu*|SE5hfpjGpPImYJXU-XXL{X)Ygr=r*&O z_&R1N+kMQ-@_MOs%b5cP?|kLoW!8-q!*G)7Eb!AI>KZNp!h?MVbDXBMOPuMj-JDM{ zI0#FqOD|cUW2_??9N5L9PnZwKzqo$HSREw0BRFvTc46^uj}N}J0oij|(J^>tknOr7muX}! zc*iDO$v>N|7|tmL@$pNwSyWVe=;#q9bAQj;3|C6)gv!h-L9#r7DeH*?O4>jTG+H0H zqDgP=H~6yo*IApWBS_~SlclO~)6;ns*Dtj6Dvm|(>%**p#V-yu)FSptmL0v0{wt1}$EFzR zY;hEcRljX0HEg`6UO-oihscrG@hs`9=W-&hdtd3<_Li%@m$LGXX`8ZPa}~sWD^0h1 zE?22jjw|52=s76j+v&K^ViIexC?(pd8EQCR#;BJA-^ZIKwvyxKp(2hB7@L6T;n8E_ z$M+-bs;{Qb*rR!X-%FJ5EaCLI-BSD*OY-u$R14xC)SEvS7U|X$_q^UBYO%&lB&0SA zqhpRO?9hDUtHq!^6wG-bwtp_4EdjNy+#93d=hX`>S2J8{gC+F9Zg*mH6E}h?EUpBw z`g$c2R^=uI_MbH}bR-9nbc$r=`rZhs?X53F@$rWI!zQGX(IYu)!+KP8vFjPKC z5Qcjisfcrn^cM*Qd#TY(tuo{tTV%YjJ7aC{Su)9OB0b>WJu`*JOH1$NgkumUr&~eV zy!EgSlJg70dyO@v{VQy#Xv&Ir9%4`1hO*ZPzndElMIO1`gSyoU**!NH(wng&%oeLso1_k$|M$7B5LtD}1`n}npruX3do zN4u>y30v7AKugX0-42_Cg2m+voS9__$;Lt7;wItT$hUkG@y@VS_I=H528(E$X;YWW z6O!BvTRs^-O+8DvMWu||%9THF%6JQ?b;|x#&&G+Ffp8 zHfc=*>Y}_C7grzV@(so2n|LyL?%Gn=>{KyXg5o&-0MH03ifgtx=JoyY1Z!oocciJy zkta#c&KtxaBg3abj4FJfG@1ZqkN4XUpn-mxHL5z-UGx|(l~yyrh|7EN`)YBFEm}*I z$Bbp{^h35*a|(_cJm(XST+m`gZH=u}Vz3Fns8Mha+|rauPgPp%O=#fJHMPQBvgO_K zx^VDj98bX@nqdH)eW(Ylmm4o%@COz%QKWn9AkfFEh!AiADr|oor!NQ`liYFRjZ^&a zpAgqDdSS&egc9rhX|d)8M@a~aVgJrPa+VvfkK#wO_qTWMfzeh1Sh~o|@h>;x6b`l_ zWMroZe__}?DTwXKyAAADla1qVBXfzz{1wfc#a!!XG&8U0{_xK($|Z4zU`BKh7h5Zt z!xqF$2-q}&-7fk3kIqzfr1#h;{*{C(YEOhMhViSsE}nlYzJ?M5XGc7ls~)0YnJnp3+n z7CMGue9tPTcai;FDQ&%5{N7^(=SSk?e8$<=8JTdu&mTQ^MuNKy|GLI}GUs+_Mk|Qj z8U1|id|lN`+V5v5Q_)V}4+JUl3+CzwcmEv_5cz|Ura+A?!ydG5%zgo2u4+n$s1f=M_g zG0d7}d;J+8yi6g@psME50EG_mjO(Yar#2U1LVfh}dW?<0w3p2R&<1Y=2rp5#PvQW;5h; zsi~iYU{8B5Xp@;3wobAw-Zql7_i&o)ab6)CWVgf!`81K~`QX|O)1cZHn46Yh7Bw^B zKbTB8o17jCOw+inisFC6p+tV~gRqC8fH1jt2Z%$=GUd0!yBuE^`DcF~r^+X)cBwZy z7Y!@HP|vzlHwImnabn-0%mpLz&mTWb)~ey!Ay4o?iiYlU<1%hkEVI*4s|B}i5+eAL zDEGu7iAGKv*%-+z=JB>e`o&+OzUxISNTuM$Yh`=9>}(E2>!G{2FA^><%r_HJ)(ED_ z$ML?e0Pp__6&<8-dt0?iP5$Bjnaz+#xd`v4_MG26dDeL1PiBV_6P3;zh7#9Q98LW^ zJuR2#&#g7dQK4!yUwuWN;>js$KTh?h0H&CC7*GL!>F*qhP$IDe1&%asCL>696CseG zQ&Ifn92=zT*}PqNy>_8ZL zOjbn)RAryR6p~FLKzjl_uh*-WUkMD-v!?sFi~g&3g7fDWKG&+huFJ$3JmG>Z%H7hw zc!Q$|elUfS#^#vK3k;aV2`)xVBk}bqat$|R9T(#|YBbw-32zL2vajPqxQu9OiV56C zA5R8D(J*H?r8Lrdw~u0p%c@gQgl|xH)U35epp9CIUPS=&;_DyQ^9mwOcX_|+^CPvRzzF3h~$l;4(1Bv+UIe?d<<@*vSh=bgU7~bNB zuVWNqyL1LbSPsXR*u+DUEyPoYz05C-^$RS)wTq1AfNU4~P`ptcZHn_FoTqqYqEb2h z>*s*e=sxR$;X#v@6b4iitJHJThuK~ifv8F~rc&*u@x}mi7+ZZ+Cmyyr`uV~L zm#`lf)U@HWf7Ki-^EW2Uj5}y*`NmsHyGLFAb#Iue^_1{WZzb)X&v0Pv3PKMUAQq%~ zP(~H2m`8l(K&$*3DQc9nN7N5m zDH{bg{X%5~l%}sTf)88v$Vob76++MH$*|+iAzhy z?U}gM^>=cNIjzdt;e(%5EWU`tk39e4tiUDsWcT0|-^m$I3)|q)Fi2gV*HYh)d;i=d zFL0&7?Fn#Y&PNvj2l-b9K#g?%Gk6tUTTnehsG1)%lJXv~v0oGfF4IRYU^joO*#@Av z8^M9Cd%Izv{Bfer1u&r)OHtVOPow=W0oYGpK%UseU)={e61ov_H}^4%cQ3y2dW{jL zfk@!-5JdshTBHy-Dej9=e_+ANjLK_K)kskIz}!i= zldi(P{sTkFmk7rEMi7b)@)R?D67deH>>WQ!% zqavxSoB};NsI1adkTpbA?FaL7pid(>#xofjU0NSM7eb%*z9}+aa=jrO`gKSjk9~R26_4hQ^fuc`ui(klohTxD9?3Q_4fGO889<_g?E;pcX&nJu~hGAsIh9d zw8W;2Jv*HO(oDbEVkVPT*JnMdwR3?_upajM&Yv>0CWTCNC_nY_#*XwsyO7*jaGRc; z|38?2S*bgfhk(IvhlSy< zm8RVtw3_HIC*+@UH22RjxExJ19Z$&H6{>Cyt_7m0ix&8$sR9!Un!oU)M?;2OT##wxPvfan7yMa-8p6-dIfW{cxxEdQ4!H{12Fb&(@HB+iGL&TA(p z&pbb@{YVqT^?0o<=II9tx5Z7SkSLuV(U!bHhogqDaUI-WOWYzV zF2Y>azh?XEE^v~GmXi{YS1nCdpA>BnV&zP58QymejbO@YAbj4^RP;&FRvBQA&GtK8 z;G`3c*TmuL;Br6Z7I8(|8zOwG zYK#~Cm`O#QRg2%W=4?IaRyh=7=ZrpDqSYMk`-1Q6J&e$9ip@mfBY$?jsx*s^#~LA2;@d*pXHCD|pErjOCD=KkyZp(|=3!_q1BN?rw_f$F^tIsw3Q=dj zBkB&G91NM;o%WS&k}hm#B4>%+bjB)Hh@S2|;5Ee(YLbPuxwDC!*RcL`bPSv+<9Guj z;wWb(2_LgQ$0$~KOIHEkc?b=0D*AO98)PiRL#9H{gT^`@pVw|d*7DJQmk))qzQ~}^ zMbCtWssantfXC+Ym$VO9L|;=lI*QhfB%i!aG&iS86LBwQYH$AjGs4Gioh3KN7Cjlf z>bIcICHNUcMemkP$SJaJK0};uJR1D9k8L3Sj(MJnep~3y(!gb?uZ9)g^!B#B zM7|}FIWLU(#BSa8k3`}nF1pvcDHGN*!CT3`(`wUovonF^_NLh&w{;BQeoKxE`Q}Z+ z8rS6@D`Xw|3*i>Nv{WehZI9V_HzE0(AP)QG*VoUhsQAB`?xfnwXU6=#VfAfLM%p`w zp{wj!lu@2$Qi7p^IC%3Pp%ANbHI;C7ZylmR0SmNO!WTMkkwe5)ZYqmO<0P!Uu$($d zsIZv!+(OMsp?%DtK|YzzbgrRz&3&KC;XQ1e+%>Gr2Z0T4z$aToDLfuoM*V(J{s=rW znehbN6um{M+`*71Um`~rAZHo)Ei9YErKpDa;v!eH>?&Y$3oz_hjo|qsP27z9G;?TD zl00ho+5`R*bu9p;PITXd0~SS}AxA=!>kOqT?pny+(>SY63N;QbFST?E_m78RFVRS! zBwFyCoDLo1qv~KrkC5FO-?NmTqN07H7Eo+Oem-R%OO~a~ctV9(qY9pAU-qgkEI^*O1WEr+(pp||#?0scuY`NSO+H)oW zQ{Nhlz3pH@O&(2NQ8@hkC@Q{~kToVgdarV5JL|qs-~<&-?2naiHS7~`P}#qO*gDGd zY&0)*%i=1HIpOVpK3CqLV?eYa)rxk*RxiIt3Qwq|OwQ%u^hMdp%_a|d2z9>^P`$!LU0o+#aWL8(QIwxD7P>bnKR>4Z*Wy2_8%9Sf9jOGwqMVR_WB>DDWzS zmbm;Um1{rP->tXKQR*rTATGg}Ai8{k5+?*(jw;^3pnPC_bA!R=kO+w;l2bPET}k|q zjXgC?D~K&uUPFvd_-ov!Qj%pGGnXjI0T}`o6V5XkXh+VlH@XW!A+mH?gU7k6fk;i* z;4mZ}k+Uq5%7Wx*{Gg9$(!|pWj6dbl*c>XT5-#!5ZjNB1YRk1+sWHvaEU}{iAVSNJ zgnA(G{a>$H+ICd+r=zaCdVKczZedRNL9?d&Q2`yUgh}#wxy{ZRtV3Rt%-CY@e*ThC zeh@DB6jd4W$;b_FmQq)e-GuS)*m&$&^?0oCXN=!3+++*nTxAQ8EXZ}b?7~A&hR>a# z2rly2J*=9ACLP!yL5^#d_)zcWlF3{10lpl1{r8uH9zU;95e#4oW*GT4k#Z-4K zr9g{<^RsSnSfCVBgcp$GM5)_K0L?&wRaR76$pmaz{vr#aV;fonFQGTT!stwb42DoK*4YuZC}lzUz`#CJ2`issIgRYSY7dg zy8OPTaxOgs%;ZWsfRv^O5s#w$8G{Ir{1w1P#g9w_1Nlw|Mfvf}hjb^0qWpU$s)z$7 zHAQ&~sRv^^kfMC_8dby|6GapXy{4(s6kSBw`yb?<*YG4_?EMhhWz3(fm3Ki>TVMgKANrvpSCQsR791qr3 zGX4Fb{kspOr4lwGAo{exp3Z}CsU&tXdvc)X>ye~lIzEG#Rx;_1@1zYeTAY@F&0vQ) zh63n6K_4PKMHHB$(>saf-^!+yaqh^;=+s|dwVB^j5v~vli&jdk*1Pan4r&OW7paB~ zU$wTF{fJrBh&(Tf4I7?J)cS74(T`GbER7}o`kU(w0kCKqikGfFdZJ zik4a|UeMk7L>!;41Z{*>yYnu?I^y0kULgx5B9QJ8om``7h)sMb-koc3h4EyoEPc#< zcQXcC0H4+?Gu02u7R$taS@Om0WvrtY*m?c(=;QE_tS$S&04#JZk!2>c1vnt&iQ?7) zg}(zlkVm2kU;uIq+Olj!aAiFGbc%egev%=tIZf>QrvM^%a_yGrV)74q<}G|bG5 z%pH3w*ko3dhsr&lv?7{$71D8?nNw?c4|Y~6E(fOl=8c@Yxx@9KOUADvV&q>xHHdzG`gwqpT^(*{0+; zp63;`4o@n0y?^v$)AdhT;VplIp+9RLWKbO*)J`U&7+M)m&+Tl+Db7YGkQA*RM7lPG zygETuuFs>fIG$VjsQ+n`KOGO<2Gr=1-9Y!MBEp)6_ueJJkvsnL6SQ9evBu)pkK7CB zE0pypsz>b$`0rhCZ|Te-ik?FnKcY@vLhPh=7Bi5dRJBhW{CZ0qN32s@SfmD&l}b^T&Q#HBlAA>Q`+@_RICIwP4RnJhGFbPMgxs=j zn=!({t=p}$BLA)JV<+>!tSb@&hQ~R+%hIbq^ zv=Q%QfV*K6I+6c0NyklH0pd=tFgsklZ%KCfIwbBj*4{mYf7@N^o(MBH0^@nzv$H1G zzQ71H)Gh4wlUy4(h(fgh~ZkvaQw%q4CbOI0;22=Y60;E-p@O>*xFd|RK3T%R*9Vhy7%R! zUqPktZeO~fg)@CrAKequ~MRw0s4E~?az^eJKoN|pk)F`Cz+PE zWEt&ft5ODS9Fww@q>Gg9xw%LWbnA&!pcqu=U3O}%mmQLU!^f&GSTmFRU}_%H*<>wS zHInIO;$hvVNQRlb_{J>e7E3&@jQ#1sFeJ0m0wSGPw!@?Z+-%P%94NzVkKc8=Nq z@Ze8DD7@uYgsQ=A|KpRKGI)!Im#V=^38w~-HE-TfnL&kS8!yR7r-aCJx=oc-vo=?n zkr!y~8O-=-e2k6Fm!*Z4I?tR7>OIQ}IVr~=b?mI%8#RX0as*m;1oHqB+%~!7(Yos3V>9wWdzyrexnGO+eQjvm>Wcy0) zt1%r^b!2kASgI&gUNWYqHQUtq$l%M8E=Hy{Om;of5J#(Cq2(R&@T75?OGo60EMCSX zIeraKVHv7e>{hka3_@E{1BCC7f|Q3^H0V_UH#X8;BFfo@U>fx#^}#-X@p0P&Ly#?V zi!NR8;LQLLBFB*Mfy_;y3bxUg+y}^PUl{r;9?vloSB+;Y1gjg>JloXB=ZoBZ{7nCD&**4f46E!(-JhnC*`U0eoB z6mcB2OD74+dr$Q-Rq?odyXu-->PI7#u#BXh8<_$kbHKy)Fh^-V%h$-nW3JbFfTphf zfv|z~lzLltehVpvlR#tanxmANZL`S1;cMAyMPT$I#j(6(H+()u(lA_dNk!p=*}*+* zG{4*h0#Rt1UMY|S3c{pc)a=#l#G)?e<;1}5_?5ZHX;8LFa2@j zctK&>om#*634q{h%=OWB*)S6F@PAE1)q|} zMA0(0U~$C3|5gs{XrT_XL;5(<+Wx(`MzBL7_0kMzhz7m%j{7qiwkNpDa>Nn_I2`mA zzjKAFdt#7ub>)oxGDC#?4?!d95bZ?XxY@UhWEhej$#JTmgj1e@ZRl(@TjyUcCk4a_5(-r<{ruoM zB#p>C0+1^8{u;3QCwg8(QVr3{_w)c*?L$} z@q^D)sON)p1(3_WkCzkyxhnSV^}PTKc#Tg1n?S(El4*Y)6(ITb1MN~vJ$xrbW@iv4 zO`pQ*7^f7fX#3gDIZlgeeX0j+;W5=>H7)oC7CG-Cc ztCN)nn&F;zm_~Y-KUjc#m2JB&AQ$<~>68Zl7NxND#LUcnW&x>M?36#*-1?izHCb!F z7JkiRX2uVM6^b6hABYm)VqD!V=9t7dfC#7aOo=;x2besYY*5VOcM zK)1vyalEz`eyM4OoSAEie;@Zhc%&h|Tuk5fDA(63NyT^CY1D8z=y}RMT3f|0epXjN z1m@y*c2&%D;1|REpy%57N+I9h9i4dm8M`P7p4L9y%hF3i(;3dCN^pKI#AYGH5&c@Z znWjNw3Qv6LY2Hpx;To22Nj`zyNorP2!J*d68Le2aD^(4{37fw-Gp!Q$tn(8^j=xN) zm{rZp3|tQ!&A!f1NSfy4Il1dBQwjm$k53HT4q;o6)z^DQJ5J4BOKmUmY*q807`Pq= zNPZ^Rm(RuvH14D_(7t>lxc5e3^2xJ|%-K)2nw_>&i?iQHtB;&6HcMSG zL#YRB9Qhnn8Ihtb7!(C)Eu^06DiXY;$XaTg zz0mM}VXwB11^DNEPJ=F?3TI?eDP`5uCbXb$vvP~Z@Vt=Hb@L&P`J?kv@iI323&|tS ztfl(diw!n>+ad`ySo7c6@Go~(3}*<1gv>KJ+7UcA^(Cw6?^8L=<_EeJv}AX<>6{k- zLD&ayiw0k{8G@Xo`Z>4d-`Y|PM)XxqEs;wlHkUi+_FxC>R=H{yaMw273$l8BbgO5o zqR&*EGwxOXR--Skxun%t0L6GvlM7+~hp@oAzdn{y$ndwnSwg|N zGe!&Qqg28OBPN4RK%~~h0INczN>iLXvw~e6DCJ{z9}K zniYK6i5rCYtEZHplQ7Sv5i^-_9u*~=rr|oud5O)b{w2M|Et%bWQCeL`O^Xk9Kl_Tn z@{#`AibFtx--p!hO&NMg_KYMQRmgbWhgg1ft0@WI^)5G=U6g`k7O-~@LM?gR-E+&#Fv6C}8t&HcRB z_v7$uRZUO#9%FY`ty*=tG3yT+#EVBaHc@J6ZYF~TGg0&G7L<_%V1qDvW;nhdFoco8 zLev*+tOfBa0}#~E75BtiJwjgxNKB_rXmbF$3mBX+i>i_u)24;c9Bs(-f{is3{vvE~yI+S!%*5U{4$7p}G!eppdg9aXbTtCBT|7O;;yKEv_x~EF z?%wvAV(%xl`n6SDVMUl@Z>L_)LDxk1U`yJac7^dyO|6-Z`q4W8lBqO{L{!sg8R0@v(Tcg?0nPx z$)C$L4y9+Lz=LR<`aI3_9Wy&V3yhjv(|U2wbNWUW>}MBwhcYc)mk0adlb{NoM?#gd z@KN6L3(WJIy3IbY-{tzJ^sdwN=a(&C8ncX)Z2eHOz(OnZe86WRP!l+6PGxf#2W476#ev&|N1x6TdLK?*U6a z{;+$-m_yrz(>)&dBvgNC?AaNXLWfJ_ALaoR0oUn2=(={bxjj+F6OV+sT~$ffDg$Bk zFABIzuC{4S-e(B+gx2mHZSTI_?P6SU_E`MIV1b*`0>6lv4IAy9mdMb+6Hh!WnW*iK zhmb{u5*~iGooSwH6t5+oVC3{|ZT>gC1!hBV9UfV;w|~NySif3aN@2FM{c|@gDPos! z7YG#e=mlVVpd&;vojJwOzSs9&Ihy%#VUG)QK<}+(Q=`1cBH)fAiOiqzF!%2{Gz=V% zYIyzmc&2%}@m&-?>pgCa$Hms+<5OJU zhpjjlKFq<}R@W?)N%vzGF)+wU1KTV=$ITTQy{D;KaD-h@=|rp#UE%j=g8%Nye41xd zqr0aETsfT{##9CS&d2LX1XpAHV zyW^6fA(lB}8hn^=>u}h_IUdk~jV=8#b%NPqae^ta`v)GLW5Ij`LRc#XTc%^`%N@te zyusJGx%rnyKW&bl0c4@ZCMk>71-Z}CP1RqE=I&YNFaiV=Fn`W(FUTh*?zCG>sPzQz z2rxJ9|I&-N{Yj3w1x8}P{c{q= z{JO+cz>wq)$0khXi8-SccqdN|-w84Xbm>!Yh7(M#7qJlG3rr8qp-x5GORAqw+hQ41 z`2Hs~^w9}w?pTLTX~{s|b~go+`NYQF($?>J$;+d~rB$i%Ym zjVUpOs@lXi_yA&?$u%o0%oO!$PE05)$T4+4#X_ZU!TGHgCF z8X2zq9w75BL^h|gpHq`d_9*~cc7V-G1+aOoICstadam3eB2$4ay}5z{aq)jnadA8uiu{Jr=}5#gr|Q%0#Kxv^x-fjB~x6lSbPD9MRf%BKkgd4TjJ z!xuGGTS7?=#BUf{s!W8EY>3~k)l?M-VWrVZIRqIH)#s?(6}Ee`|63B;mdW^(7*HRd4qFqsH2GBc~HSF$8!|G9L7SL~b zO@~|qwP}?(3#Ca_O|ojif2mZ<=Q@pt??4oG=z=oXN1&pwj3SlWXx~VS7f{r_NnWs$ z_R*5ojf!p&czbp4@UPF-QQe5d+In>F+IbM{(fToFtF^ev|og zB!6XGt1LQbLWZe7#dO&5T9kI3z>rK%ImB=alb!cyUMUe*P+#=jl>y&~FUvqhHYjNtg5XI@?Kq zc^zHv^L3S$m_J6CR4jb>vs0hXH%CW1o3`?(4E=6ozPv*h-C(Yzk?aEe-2NMK;M|B3 zkk2=prr%)SW{XY)u9-b94L&-({F|3HBX?ZsNmBIO@i3Jw0=S(a>)uKQe)8ViBUb^cMS>RZ@X!Qq*HbJ6`L{7~%yqX?Lbsl!k}mX{q1f4`puR zb}v>UrAoqOL3!JChX&IxlOK|_d5El$R9cZzM4Dm2W0E4JeAv zHTD|oPS7vpG25c-GY>r*>KW-XQbPhi=Cck-WM+n=`>79Vsj4=>xu}qVE`v$|B zc4Aog!&$jK`dNdq50qX8=LIbbXP>>L z9G5h|$WP=m4>d~0F*_<7YlJnXG%{mYXkmimZF?q(!^u zXNBqY;%jK(cX+fdL3)iK)GhN+K1H94GBVkb{qNE7Q*+06PI|8BHouN;S0A}=Qv{p) zYs%kzIpE;Aayi59m zB?F&dcuIr}W-y+;)n4RIHry=*OOAAW`W&K=WLgNK`r31Ef6AVm=Y9X1z#MM}@rG20 z`?aNb2W$vPRkQEMC`{sAt|Uy}S0B1uuzI#Pqt*G_`Dl~#E@10|fbFd!*#KiSLY^JE zBpF*+Ib#6b5;uG+P1>emUt^#R$r5*hEhN`A)Dl|nCxeaLvR@qOtcrG8E&bAp5(#a+=b|=W@KWT&B zqQUWC2!UmA0omNIOx3~r@5P$X)5z9yJK^$Z5xRp_KyPC}jc7um^K-$mptqVJ9yB2^ z9}CE~!IpvB)1KH_dgM(I7+po=%i07Mh?72UUL#pi(&|QTl-%n-AzKROY=MyFW|lVq znRs~8IS4NIRa94&^H@DF_LWP_^j5w`)iU&zYwYm(Zkc*piTy1w;Opqn9uB!j$op3T zOo30)g|CYmOaJ<^Gr>PO=MGShH%}O{9|D#K$=A?PYbXtXmQ%+~dhP|XS*|qz2iK|j zSca49;PWd7*LfkXNNcK)0pQ^7)NYZxBQKu)=RF4|3I2cHo+FKrzUXPQe(~e5LQZ@F z0i|SOG=K|TW@>rNr~fMDq+K4LTa*8glbAk_!Klf>lZJgK+cR4C zZ?#-*rxZ2eo7-dDfQ@%S;^?s?*@WKLNWcBjFJ8!OT|+!&*aRIObR4AaeLE+DAY(lk z>;=$Vgm=UdjK&CP;#(&zEW)L`E{4h-U)7)97*T?})kgPo4@V$VMqhT}LBD$<77o7Y z2GJvvqDW&|Ms*L_3&HLc3V1r^gn^ccZJ;BB&PROW%A|GZ{V>u+)rRDnE)4h6e5G?2 zYU`to=>#uGQKUtk1#{`>qH4C%0Rea~@~JVs04qB2KMRW(lMt|k<6f<#;b`dmIhg>! z`UO5C3U|R*TChp;F<&?_TCIuA@vXBj4Dx7KUIdYA_ZcPXXj)Z>IXR$rv2Un{A<+SI zep7L{{^i`QMusE%C-645x{Zf^%veL`v6maX(>vl^MQ#)jSt)&PjyIn0UAub_pcl@? ziwuZ7e~_mi8{bPP=msCKN#?m0c2gZVs_-ks(di$s$?_BN<58%#Oc}+y@@>a2V!1cJ z!u9SFA){nQVj5X^J>&0}a_9yut09D^d4w#O|E5?LfU3QF$H6Sn+rV8+)&=v6qwHa8 zIJ@Vhn`?z+N>A01oIh(9n^}#jD*4MfD{B|KS+%N6QsAtQem>$upsk*q2o(&53`Mc5{Q8jK`)Lj}^Ra_fSQm zSUZs`m+%QP0bdx;j*pO0oj51rJ>kD2-9X`7Iw`P7fuE1v#5mEPg5CYJx`woYWUTDI z;tFv7`=0xM4d85Fctcl5IJ+T6pxi@1X2HITEWWVJHvK#E_0A5?;FM;g;t)>j#f7CQ zzP(yGz5Dd#Rp?BoXAeE=krQj1B4PkZP4p-JXXgoQnMa!N7+asu3Ae*- zW(nXp%CdPA_IUF}%>*LtFH z{=Vt5;Trw*n(kO8OfZ7#}i?U z?aCJ&vbjhW51u%0B6ww*z`d>1nRj&YHS3(GMGpj11t6gGID;p?RI#E%$kg5eH zGDwvmtP!{aK;G99P?#m51OR~&)8Go;J*|*$J~?(R|CpWSE7;G?#6>KRsiIa8jBE&6 z^;1bf5WG#x|IzWE!pguhmqowdt+o?kZdwEne0RUKMa@p(r~sm!ky%)zoQKuKB%ZaS zAYxH%5Tsm%AZSZ01!P1KG)rcSD~1Ky4oM*h+7SbY|I6s|fo%E+vgomd#y04SQCQ#8 zy2V})nZXC`A59!Kalx1{ab(?;1K}l`RWJVN&XzB^dRlm(x4r5iaKDp~zf*5|vT=en!Hg^*4Imi!v4v>i~(oRXi zcnlEj08>e6F(AhyLZ7?i$Q1sADdA3vfectB!0haxXgt_*VkPC_aikzV0N6wdYlv8qK15yfjERJi6a3oe_^WJ9(*PaC^+y{;2o~eZdJR8v0~e8!!+J@VHCg zA6?tn+#G%@PIGJ%ba3t|8EWXIuJ;o~xwH_Eb?^8;4L<2rUhQH|xV#v;mL&1ot_)Fhj^Sy$6$ z>$L4*dj2d5^|XcPoZOZd8z0I%wdAoekB6}SafU6Lq`Eaxi~OceLC>IgSjRgR~h!Hjyiw|V)~C&h==vtUtyhq8?x!v z=Qw=MlXpY%1_yR8Lr7TNA-^9q4}4yR%0KFL;BDi|tnhMo@a>ZK#wV{6)aw!iorv*) z-qJrb!Wk_T2WpLA8XCCu+8R!i{)GrM!5vvg;!ih%9Jr_#+Zjw6TPMHo2E3rbIqwQF zMA~(KaqE@VFdH?fG-SF!$~pC2wZ~#zgb^W{k_Gx6AfSjf16wqvAhKGsmSU5-5y|%B z+{59lN|D&6ZbDBqAhAz4Z(bNxzanlv(uhWfB)C07A|I^EgZxR$Tf%HsVUAVC$t1cU z^ap3CmyGP;W}S_QL+kr0FeZBJk1qHu)F`GHA0F*(Ox=)D76Ao^99iq&aRp)m!*+G| z2M5qQBv0PL2!0ai&^WJZ8|S+KZ4gY1c|C&hJQ)pyEGC5@Y-32Cz*_5ee=c`$*epwt zz*0-`xtba@Eh(y2I*88|;W~Z)(qzLXE$p%KtHpXG`$Y5`>Kd^CcM{VQYT${#LMHj* zZ{O8*DBQGZQJC=(9cq4OT`F~+cBOJ`XWwC@lH#W#FMiqiO-kG1qz2c7BrcJPzbK9B zTLVV$qeUv<4kKvpX45$$pY3y2G3PsMHL6Lo}kQWxuZG6+6&*ju)_RgRikn9l|^zoi~laA zKlgu7Ew^du$@6h~v*Gz}?58}_rKJ+cKX=pfWt7+73a0Y|?sreCD3U6#Dui-SQ`-US z_d|q!*B~*@FFDq66vI5-G@P-l3V)E7gcG4EvEoc0dTU=*n_o=I=$0Mh_A$Q>+9=Ac za>dYC>$I#1v3B0UeUa0N#DZ43tDE*4kw(x+cXs?`eQ@Z+Sabm)Ye2sb&(K}yEg?&q ziyEeINGAC(BmmRaM^M;dL+Egx&{Ao;UEgcW6l@mJP>-KS)4)L`b*h`W-CTJ%ZEGrLfA+i7^rBq6%5tH6Lka_lH;NRa~dDE?bv#O6Gm zj5zZ>DTDHuT?>f8TCRs#Q7((;^?GfC_xCDz*WL_){D@^h!%m-3!D+nfCO<2|(EG?)Bd~#KeVOqoRnXd%_`W zmJK521#!8=;!)wWSvWAmH;)og^@U10Ea;l_`Ydn7Zo>ieXZtVa_-umA-{jW_*iTOg z$OjNWz#Z&nGS(xOHd^A$M*`VA1d<#}iz;!(?7TJXdUX@Agx7R?_sBi?_eDi8qW{5U zZSd}G*Hf})$IDBb)*3p@www(5kE$nXP_5Xy92QD|1FRm2lk=Ak4Is#(fq_^KDf_cu zy^l^jRcrK7QV)3gnfLl4!&e`6dF-zk|KW3}PUk)*f*O$uuQmE38pMXMoy^}kgCNLG zyi=|d>j!QU2yz&_2JXD5!;*>94MZ0Pjtc(dF>pq==saM5LMLj3=U@bW#3lkVF84xQJ7C3}B;x+KV8U`~d>`1?KM8DH5**@DBeqlMm*g1HB{M8h0iP3Wn=7MyJ1I5n6 z@DNl^ws!;+^3hg-c&6`}$`PVys~mu|L+4b)MA*eMtN^;Ak(*?g!h$f|COwm#OcXT@ttPH*)VUlfLPblqce3yO{?b6;LO%@SX{O9iVOH(XmR083$1Fvja`nQ)=X}3b3 z|8}H72GJldO{08@B@60YhSuj0e(bd&htwF;9jQ=pT5eNBo{F1l~BmG#fX6 zW$%9A-=>DImk4g(lFOIXjb>5jw2$EG-xP%FkmWR##RhN!ihoh|5oK{|0*G*3s|oL< zs%#-gj}Uv|jnXDb8p;smLGa-T(%XzcVuAoy41fDWuMI}QWT|HFr4maOe)ySQMCRaQTl zMbw#wmU{HG+bno2O-_T`H>0u+)p_<-%8h$xpGN0XY+WC2X<6KsYo=Rlo$xw&B@LlP zE5d;CCep&6lu4z(Gt}k<;kP%Q!lvyqHr`FK+q5+X_tqnp#VLn4>2F1P|BOt`algBh zEnOf<`{r7wSCGcf79E~@BAY=Ypln=(ry=+v6K&V0wlytW4>6Nsmzzcsu`K_%MhNrX zS&tvJ0>A4DGXc-}i!XWK3>njzM7;kKf7}&yy=FM)GM0{Ma1?r@dGLX67!`smYYbej zJ^~nhUtI5XvjPY1jE>*yOXGQ0x`zH&br%WdIzf&a5or0sNwA&qU|EKmKY!!6ZK=CJ*NbQOU|4G z-5)0^~KTbP4;Hc`0h;3Sdi(Pk|vWy}gzQ*_-QpC53_OAEAp$+qzoEFk8o6r4?sct4N z9740uLuwx0VHAR9PA1*3uWor*vm6^eKu?!)z?f##WKL!gzNKSg4brKs6WnI1fiM)w z#M&$T98}*3Sx=z=w`5r-6nE_n0WfW0yep*=aqn%9HM?#K1Bm@OKM@Tx?1?z@!A zy5(&qs|Zw{kr8-={~2L`AqaNN+@Z0M<#eq!+kM~VOdgxxg~1OY<^;46EX@-VI^Xj{ zo;Z}z7u&u=S*U%(J}efx`t;C{LO8u)yv(x7RVqIK@-*XJ41zs$#Q(f3zpLrMCfYSC!$@!r&@0q>8K0d!XBG0d1tzSzwbjYwrWxLi?bCo##5#_4m>Fh9a2 z-+UR2-s%p7#<~^1biktf0JQJ06@!@ie3q=S!-lGm8D^K{Y4b$L(#6(}zh)vOu@Fs9 z>NK(K^6A7NJwDM9dA2}X>)6(DfQb+l(8L)hP&JgFn_A zG>SYVfRf68(A?f7EYj1qkEkalaCZXwe=z0e2sy`Y4ZaJyiSdy-Y8-paXi6X+mNe5I zI{xK+ZT*aJYoMs3SOexM8*o`-^Q`=T^3&1uQmIE>c9+Q zbA44cJT#b>&9oLT0c4c(Yh&Ds8H+dLzkEM)Ug>Gy#Xz54Qq#2Pd_CqImd!4dtAunm zYl;O{k;}2FLg_vv1W9gToaz}Zgr~TvDXLHX$?MEM zr;~R=M3&62xoK=3>amq4aL3DYRy9vanIf4#_e-KzHr}wEbyO$8{*rb=_Iz1_GTn0J z3j!0kJ<9AZ{DglT$WuT_+G;pNYE1UNSZ3=vlOfJP7?IQKORU?&GO zVaeCmX`W{Ac-U_$l~0X*YIa#%ZU&U3RRnZ*#;jcSXij@RpV%e}6pv;?n-X}k8iz7j zy}F#bG%tb}DIzJAn)s_|^vEN=U`ya>NdP~BKvgoMFD~Ph5j%OEF6U^7p9KggfHnCd zVcx&f^(FzZ$pg0+LoV(@6JV8uB=T0{}l zJhjy|WSYXQC;mFLY;^>cyf?CtYx{*w8T&NlVgqD_FA!MDI?=BeNu}z9i$JRKIY1B{oRr(nW`R{>YvkKXWs)N8EEtflF z=+&^RGk&%Z4tT;~5<4Sl$*<}!U~&jI);v*_Ea-gj^qa0NW66 z-v;20@PvrtsaP4rv4=((VZlwL{`-}%*Zy}an~kZ94PD$4FFFcR4>FHA^kf|OiKDy? zg8bs!jkf+C^80#I(SV3knwzVr+{%QkvG13vki$+h>t>a*t)l7|YGW0bG*%1W+%cuu z1=9%T!()@Or!Ux8ssL}lQ59KgGHf$~E{V{E>rQ!u=2Mur)x$W=OL%G-VjQd8i_W$P zyOuinMd67E^pV!wnn9wy{>dWlrAJUPxGxzPO7Rk|lZF_@I(?lj`HWRZ`5~=RVaX5Y zPC2rdkxM_-{Zli&gO)4F43YU_)$9X@*3>_ZX6F_?odRk$f~uJ&4xly`fH<$vhZ(G+ z!9@P!JEhZuPd&X~I5jBInaaK+hG%D(%}1wXmZU)DiWdT?^psU*8}RpVT=bQ-}jCuAq*u2OT`k7@sHqAsSc=)gc6b*S5I|9M}sS z>-+ZNr;>xjSTnm1PjG{USlQYYC$CALSAA5;GpD~XQ25PY_Z?l=v2|pgHwVx@lk{rj zQ@>dmRiXS)5m(}Y7Qu&|dV2KU(;N$V+a=6`pM%-SeW^xACsb{UtG~F$kaZns59}^> z0I{$6yHcts*{omOQTUC03R5YrBD&KltTwcqu_e2ziyA5~o zs~L2vGaQDC4ob3z(M_e2?e#V|5r7lfHkI{+x0otwa7}z$UKh~HRA>wuNN(&yo=TxQ z`@Ai0XyPn|UyL)0&27GjZ*~erB+}JZpGj$6d6bCFBhM9RAS%jiL5jyLa4t^js!x=N zjVB8iXh1GvrV0oG-Bp&T7FJLOxPm@bmh^5mMk2&xcysnzI1$3!F|{WV$S=MRC$oUm zN!Ua{nnvRurzG%ZvaG)_NSc*2`EgUBqJ)0SzXs(LFLpcH3 z8oJF6O}#RwVkTI1=EHvsdHNeaSn9fm{XpAu?E)XBAHg2$`zibscJ1C_x}+hnW8%eP zg`?F~^ieO=B_4ko61ri*`7pFr<&3qv!->F@aHNPct6DSZtZP(nB@Lw@r8fXm>@{>L zn(QmN>V3!3EIeYLkuE%d9nfAv)w zH!M&c$6Gc!(qx{G&+7Nwb}3(oB0<}&tN-jFdFfa(+FY11M}!zQAf69!(IObFj)C1o}5_R(m&_o9q#K$|M`T(&lUDamWKOh_k4%WF;^hQ{A|D?jleG}!Ctuh5{N>lLRP+c5HMa^*+wpOT2w!OUEl<1&p!s(&Q8&cK~4?meuTpJOEdbfxxoksdJ zMF=gYIG1GF8P+c`H{;r>8tMHSwKI4D4UycO9$K0Q0py{*VFT?io%i@KSCCo`D0M#v$M;<~Jxs$jy3uHV|OY$^d-5%60p#BTxp z)g0c6c(&yuvDfmR^3Q?mIEH_(j|TU^c4gi=-fu(bI6&6FKBtj4+94b^^hR2kgih3v zcU|w!*mxb76Mg7)RGmOQZFl9Z4BLd4ZxSJjC=iFFJv1xs-{fka!lD3^UNy__^9CJ= z0m->GEgKEblYzj-T;4)H-NY0T?a=2Zr_Rhw!w}Jz1qz)-CwMzkhavk$xg-(o!RG^a zwJPi#o*mR&(qq$?pn&`Dbae|1hR_3Nx%LQkdnowbv>tK5vXUG z8KPkRyt?2p)A_i(C7OoH_~K<{>Uo^npM1sL)&eN;-f%nYb^O8hhhgngyG(ung2w8q zzJ4X%%|E^9WXw!hrC1g9vUphcX?&n3YHdZYY?6YaYOT`bf$vuT%{^7Cq0^k~NyKBt zZ##EL9d9-tLgu4*#w1TYEOfFYTN^!fKTmcQnP-PxP(oMLVb;!cqY^vRXHc@5*W~Jw zlzzqBNcV5nIcaHB$6if+9%WkBWXR{Z47{0Spxwy8_%pq3x!|Chy!fY7($cD_ldPc$ zxr;+8(`bfS-rPWeYmcvz&MtIxmXr->uWi~~6}GWMXz7C&AuXA=wMTir%Zjk&NB(%J zbTvAkbgM6b$(6CWrnvNi1kSLQa1dZ+UzZ5*^XPp}i(@sWBL(E{v{hJ)WeDH>!+U9^ zy`Ia(X20Eoq(#20U_Nx<^>|8Mja_2`svV9W8|aB&F^oRaG1Z?USG|`{U)rx8TkkIX z$St3Cue$zW0-55!=`lOvH%m9)lhGZ`<=3B!@d!c=Ok}#=h_Q%uPXGa3nev^88Mb+% zkEq1(8DJ7>qxs=}(Y?18vC=kpMKO@EcVlERB}SH{?=s;tTA8Db*ZejFW5;`%mp19H z?H)#I1}!$dcP1>ILt`M`G-Fz*b}aoQ!f+R<^`3Im@kjS~16G^fW=_Zt{J>gtpLZ(5 z2X|a%Xrl8ZPt#KLgrz5+nF++=o-Y6Cp0Q1!Vp&g(++BX4dBq98ho}A8ySAx;t(hg# z`M6ffuO2`I|DyZu4lyAa5637+-%`ZTD9?nigG}M@a;T`rVO%oNEaKxEu%f{NmjaOG zF$)BAA&NGjWK*xY5GX{r;GkDshz#}#3P3$Q1r$Kju87jpOoH&uJ}Oud(~scS^GWv& zp}@NM9xf>DGbmkr_uYRvJxI}X82YMg*jfTCj*@yb;ytz&p(*z?EJiX|#i0^`!WQ5K zsL&=NY_9A)CNddlbMYvv2linF{X6*)u7v=Dk<)S(kFJN?N%lrVli@8N&~Np!{f$cE zchHyCH~Z+=ZEo^!mO1?~R=0OknBS(b_)EU|D|9LIMsMRg*AI7v5v8B=6WaF{`)3tw zgNU(TJy|mK*0?#_>$=Pt-w-O)B-a$#1k*73`*pPpJ}n?x=^E91@Q*hS|Fp05>GmWu zO<0l!=Tb?PKjerao#`AFhGiGK&;*&V#}xf5YZ6_a9iS-vSHoUae5v30q6Q?*9rKlG zSU9OS&p4YAiIkGX| zieZ4b#KM7wk>u}T9JxQq3yXbCO?u)Mc`(MYpYC(2(Yt`hpL|{gw0_@McUlihGb$`0 zrkB4Nsjlz3K%GMjEPo?LAWuzNG12%cTkKFc8!+8n50mt)k(XA?F-Xh!-ILylco!EG zi}Ii<)p92yTK)d5Wk}}#1UlXnRLhIA9oO+4Fu@2x|HZkj)bR}>biVhJlj56uLf)pX zar0nBfgDjKWKg-Eo>q`M`k2PY^z^OxaDj#;MW5dbm}mDF%>9gFsX~u+=)4}`6DE8eI9-WGKI8lYR+7QmS*2v%>aQqYcPe32!=UHZrymBRbU2>ZQvk(N{y;dgayT(HMXfMl3dQV#R$#A32cC_;U z560|hVL@4;q<)lm+ob1(kJjZ)J}-Rx`~e;Q`}#;h4F{XF zgreS3pvo>nwn%idrzlM%rEAY&NOZ$QC#ZbihHmj8JhpLa% z*~!NW^m18$A4zNEExcPnQZG^Euvy$7A3ZYw3;hG2Z{)5=75GNnY}5p(1ILWOPD}*4 zJFZO0lIXX=t)OW-kt`)oE$;`rwB~8f3O2G9HcujXh2?9uS>1@8zxwO)G*`WKQmTa` z84a2Sgg<}C=#LJy{PeernHlKtcK_!snBGASzaFow*hhIVbUi-FGLiQQ6OyCBXomb5 z`A>Hv=#G6E3#-C<)C4{lT*4%W7p6Wstzse0YdlnbaIcp2N5F|yMj?^=ra^VW z{!pINS_9Cem8y9UdtXyhyW2Qj4sMnlqEM{p;aFa#h$+eBL!vAy<+-Wt=m%t@wbac< zh3v5F;nDVtdNls*+7rT_{BCt+&{$o5Evu5_!vY5LdMwffsN|sOFu2&Sg{o|(PnF9< zr?%#ATw|#xLYY!|PtyM8U^AM1OU5Y-O*f7b_eJ(#?@?>my)Y3QGE&XcvRw){(+%*Z zuOtsEtlh2kIUqOuX1SR@lx72bq%j+){@M&SEK4!O7bZ>b$dZQAhR3SZoQ?~QUuH`= zOcpH?yy>GmVk$~U%^s%2+p&*=Ov=ieZ4JK-ByS$y&6h6fHL?nA%R60r+otk%OM!in zrL+1!{oAcI$yF3Kokmejby=*Lpm|;$SkpBdv--p;GHQTk`*-jqpzjdvzGwkQOOjm= zyMXzbSm?#edJi4o6XfUk@DTdoU*B*0{jR!!?|42F4p^g8dyNCvOPS@9{!Yq%WWD|O zygv7$uX;`>Sw>eB72uvSq2PV|IQUYe%xsG^YG4}C&oK6A(+dr5b6kKT*GK~Cbd{jD zD+eD5;C|ZHRAVs_?&b71zm^*z^oRydWb67*F>8Zf``BDIksGr$_!*Jg@Suow&>N?) z0JrA}r)5m`rbmD3@&&#OR(mMkP%j|)i_)G&5#q{@uB@~@$oQ(#%MngXd$A2vVOL0& zQDtQeBxr5P{zR{cw{)gZG>D>EVW^ig9_*W35;u|k395*fsYMf;keR9wDI<%v)%(H8 z75$4v5>Ay$X=yN5b=wV}BaFO8k|ne+c8+?0ET9LjfrtRy;->VWCq@zamdn=_n!yl8 zQp3tvL->P~tmzmJ(C1A~oJYQTv++LzD{&s-3iSIw!C97z9-16l1Qr3f8cO#u8lE>o zV8_=Ew8m@J#+Tz*pakMeOrVc@Oy>68PXnV%Ot1-tvarL{V8=gDdNKk*nZ<=?oKo6Z z)sqjG>NcgZEc&Vx)_<7F7>c*p3+!9Ih4WFsJ?JuZi5{6$h5@lB;7E}@Kn~~_i(|ok zHo~F^*)SIM)7hryphmuF0fw%GK3iH1y<`rVbRWyGB;CJ%a}o=*fT!<)d(<|efa>1I!G2>g=_oI|EPo5 zDBN5K!>=T7A@^W7qi@Oa3CNN#wGz(DEFVz=L`lV{q&;R}sqstq#VxnL>hDO%hIBpO zF)4}~Xz{7W=USc_SiwwXZVi!Z#>H1voYcBYOFJuQQtikuADp1Zl!J@O54gev+G4zj z;E3UwxW`B+;BEwwrzW+fQfC@3gMR;+40PqfVKXld`yWg~rD-@8G;(yiA|sBXHeRSO zny-u{p(>~m67-6|i-tnRIN{GtC*&03XbnHDZ)KFry42!ihUJeArd92l zl82e2yHZuc0WAMsvcC#nTF0=$YF{P9hzoNeGK4@oiL0#n@=Fk~Qws#=JY;OX`MH7O zxK(cny8t$mSC@1&s1F#)sWofGlaXBi;h({vn*@bufOrn}G!{7YkqaoQB}IyVFswuj z{sJ)g6&udVi;bjXUv8%A8PBiS&l3Z*`EAVZ({HdFTFpWz69~TJ`s0K)Yuo1IH+b=E z6UlTK-Hw2kUykx5W(euFxrium(i_}pW~4O$j9WytS-x6|y!}*be|z(%M?t}{uzObf0)BAt zY~d{y`|m_lUCO~$J%px|I7Z^efw*a^AL10K7H-=(!P~=0bZp%eoMhmW!qnUqR`&NW z7t^Z*LCzf@S)Ggz@w$aFT0WePviobqLKCaW#Rpu7g@3EwRRn5QKkVn49 z96;7G9XLSLIZhodfIltcC}1=NN(vJ&QE!@Q&w1f^--kS$a?)=(%J+OZqK$BI!uBvw zlp^6BTY-*(-n1+*LreC2u=r! zej_RVx%+{>7NC^w)wnii3D|D-zPo`(C|Ijr&;8GOxCShO>ebv38gk_(^Z^r-W^oke zA>r;|Q4+#3Vr$E*rYa-|9sv}9sRMSLT$h0-RY^1(7Om1PC|F@4fch>C*1Bx;G$ zTj{>RG$cQD7pqHRvk~~C_oGzN*4CG-@bzSt+n^#&p#9*Ei04Itgx^=-5u%6 za5@~TpJ4NeTPOQu(u43Yw7{X5Q>;mfr?3X-4)={LzWu)iwKqrK! z`TzW=L!hnoy|g@ESI*yo9KZPvnu>}@_qZ>Sp^N3!1$jkD{u%a%cB%;q5i)AU>6T=2hVZUleyyADG3Qe@t(-tK%Vf7b5tge zRT7i1#L6mWZn_-i$>VI^!8$MU5p!YkPjo^(CG~dlK=f(g4%HutyW5K1*(W9L-l{LV zJeBQvV^NEXnAN1WC3kK3GR>-ppKNmv>PKTu;RI21m)=~zGyEv>D*fLNUP`|Wls|tD zghQ^F>z@oonm&+5zbmo)|CoBqs5rV{Yd8Ud1$TE35ZoOGA0$BV;KAL3%MdiUyF0-h z0>RyFu;4Dig3H@H_pa}L|Mse`Q#}iMrn~Fx+IzS=9L#l6wlBw&#*t%;4Q^xdj0-Q) z8<{7l{Zne8*9;mtDlIaxR`|NLdf~|i%jhxOKoUuH)clp8o<8$XKB}4id^O9ZS4=Rc zw0gTGWS2L%o_+G#tc;m|GpUy?T2f6NBsZB4g6>FbfK_p6y`%7qlG8n`KPe}iVR~6u zEhPuysi;LxOnr77a6pG;qSyFdEv>*t0nkxqiWm1)XMdLO7LrdGi^Z{q&tvO?SP7^8Lc5MQ79y`XsX4G2){4* z!!SkBI5AuOQ>;zCw0YO+YQK^xbGBPe)ih)P`FtNg_?8T$mTWXjr64r0Xy3{rnt_Nl zlX7EO6Gpe1;1VCx*RC7^<~k@Ui0H-M_0h4(8*<-7itbt8a=?%Z8|b19%}cLAFrKvF zNVW{kBkN=!8CdY!FYuUgUm{l_k*>k$!}?D_Dm;v#F*I*QQaq2yqb#I|ZU!uehosX% ztRv5{nqYd~t|*jfEDBEY;l?8mk;b4T3vr3=@f$ssLZQ+wvJD*y7VE@i(hhbPbe^7M z`Qfgsrx*WsGr|BJ@BRDV_dql6u3p@tV=+RWeZ0!DQ60x4eSDi*HL3LUEnw#4LevOP zsfQRrkrN)4FHT@rMrJlzghWNEGx!A2j0Y|ry41Icv(CEURL|PnmG4rc6rj71{xsfn ziCqMobk!KfPm<@5qHSdcynL~^VJuaW8x<~6-b=QC}Km4~R#2jN_GFv|`ADHr7k+A{n=!n$)*^6q=1p^s59WaY;Sr znyWez7&p5NRCg(5DB;wg7mgt1qJjjip7?#FRDxm5i5kj1+buCAdm$=;G zrdX|=>SrZsb)JLeg0`Bz>WS}w zwZwsXxFY{?c~=em=eJkwn~n}9k#yh?>}gM+F>EX7P!ixQ;u)q#XjdZMmici`?w{wM z*xL!Y+q>NxWwvm`$r}d3;BwYppe73N~ny|i|6b=(83)C{Z6sB!iYi-5TImR(gEfVBy(WA6Rve3)!vBePf<(H z78ph78zz4@=P2q?H=Nffl0G#;d2X?K20FSXZ`r+lA6Iw@h{T`Y@t(Knvv38YWK)XX zgnyTg6_NBk#eE-11D>>ZKZ;<;KfgFqVq5fUB1Zm%#xEl)zMFP;sFg9G;MbJz>R1m3GAL6RmwxyYyfdI zV9Htn<01_saQ>$Zom;3dzLK<$AmolVyojBfL9N!c|R(-ef~w%3{is zCGVrdiAahGW9XKtA$Z5KgbDaP0y0GP6B3f_PwC-7{{ZR-1w|g82r%BoMWQ2B|DJ=FUoV%K%uGbEXL5qkhI#ZC>H8v8=$3Sdb^Ka7#kX#gLe`!9eY<2V|AS z8mH&~ki19&%5%Fqs1l0+p)se38#VB#bC{$rx8~@-wg*R z``eTQlsFyu=f8*=G@YYKV8J=0dA$H}L4b?;+w%1C(v|ox1xnzX({LtQg_WjrcvzN| z+wM16Fy<+u#)uEbWUVP;%Jj1lsk?nPaOY--XE=Plk5d>uJaFHa`PvQ=tU{|%Ylbky z;`#a?hcJ9>B~=naF2l#wQQ2)InK|IdMresPo0+Vpek{r3%*$j1sftpRUH+n_(}tPY z!DOki&9mzEmjV1xzg*W8P#~CVt>%)Bc%7)p{UKh!-r&2G5mbE8jd|#QlG5BBwj+kU zv)5Az!X6`MhbB^hG}s}Ytf$WAH&v<`1HR`U%fbm~ogIrqjURwr<~JSf3Q`+ulSRbg z^lCpk{<7QeC)4ui!rWe<_l))U9Kb8!Xv6#sA@E&0(KW82tonZmJ6ry9c1vJjC9 z@JP0QU!h7A>8SYw$5yo?hk%&@t@~R=IUFdqDDSpbx{ez$SU&S0{xds@Rgg-{jNMzl zgvuVepgr-u&Me}If6?Z(wEIamQ&>GO6kULKHkHQ`2-AQKzUOz*4@VF|hdFt&k)eTf z=wpk|f(TmA?>|2fG5ar!Y=Q%x2q`)Cv)sV9xoHkox}FtPD{GZ*p6#%ehxsIekV zYsJ+=INvl)tcn=caE>+EslqY7@3Ai9$Q9-MJs-?^SVkK82<}qCg{?zO6!Iw+fR-BD z;N`}d-?BmTH!kL7fnYQbG@ta49cRc{|G^tRYa%R}Molo=myZovzIib{hy^zCnrlDS za15~Ac8*4;F5IJJ51;fkRu`c!SjDRhuO(6NGMp zfkLBd^VcJIqbUouwK{0i3jf+{6uC(3$%9{@`!q{NjU>Gdqc52e5oA%6(!q$93X_S% zb0d_#2`!>H=SKor7Fn#}q$>uXp?Y~`foo2@!ijF3LW9SIC)kqEO|SrF5_I(vrH5X5 z);C$Q{?pKmogF`fDo{>l%VMwY@lx9q*~J{Xb7>QP(J70Cf`X(&H*sYYqgi-{*yfXE zbo<2>z>@`L&m^ornzyGIxVkE{WeDsq6%ZlqNZ;vxe%inOg)~N(GMF-}|xwBcm2`A_bu}8kJ0HS3=Cqm1FT<%7B^p>g~Xlppz8jMouOdh8P zYibu|IJw|Np|xG$$I*ied9p}8tIZqeraP<|1O4`sDH=$ylOl(-!XD?!UR*cYl1=z{ zmSEt8dqA9*>U%GXI!0E{Q>0n;Imz`xuYc-8*2+Z1JIm z1qieIz5xbTE_R(wR63X_9~~qa38TO|HTC|&E2iI!WbAo7YWDu*cxy=9c3~vA_HF*s z(rG4J=8=k}v?xh!q`A2#B$5BBI@UEE^c9#mlXJ_FEUnoQzCP)FKHR;`iQQS{fp^k> zWZ|l8Z`?z^(2LBnwp91fA87b!hKtnWY(MGCiG20INw_UUoVn-hJZUco?cf}AH}27~ ziDalc5rF8?Ux)WOdrjJ-H145XWI)Mqbhn49*<)t9l|rEt=n{7eU&u=6n26gjj6b3V zWnLCL6&x4wr|7~N&2UHdSXA6Z`AA{#7|bw-_s7lON~WtkH%x)mLlYwB3eH1Bav!aG z(o0Yn(+~NSLn&-pNu-jS%XywB84~<#{jn2YOt%`B_-F&Gk(@D%HjALQlEuJ!N+tD+ zxX5(5EkG_muJeOVnVBn{;Zpeyye3UqAzReCJcD91ogD z1dx*n8dK23DURrygK-p8OG>t57a2d^OJn=tV z{)(0U2Uon}sQl_P3mlR1QoMu{w(_Q7DG7k{|HF#Kuek0%%vbn|dtNcx64L8w znQ3^>X|4&)Erj@OvsQZJp=KGm=iBujK!&lOeQxh3?K7Ctf=1 zcuB$L5z3p_f!!Ge)o3gXIN7}?xZnB1m};1XbiJ{Z(?8HV?nqbKoXZK>)@Dd05f9b& z(Vy2Z)`qe0)|vq;EoaQI_3a8q@UnYnc1P$sRtA$3V*{ zwyN(QyR-GbbZgzJ2;vLRRu16o-6zh}0S}e_hsI!}z`vrhK3hzOdQ{fIKRY63Z}OCL zYm5E|MgK42RYDjotS!o{WSGWj4i;!4C=B_@7|!+1E_a+o`r!PN+V6L(F5>6T#|fb*<_1)=4`) zI0{F2(cs_P!G5ueq{;!@HNWE@gpm&n0?C>MV@7LeIsumx9oSM+n>F5yjt@6BRL>;e zcq_|3o;XmaHLgE$=94*=RA`H60JGz*FaU|(r~uuB1Lf*SlXm><^@8~5q_IgN0(_Ok zGQaDK?tM)3^8vm~`Iyq7Y*FZtfA2(KaIc>;I@O>5A;CYmdBZW;yzu*#J|4lMu)Ywb zKz~xk?Wc*L>^dnP`btI`Mq;Ij~J9T?VZjnMmesLFPq0b>jdt!a&eerh_gVg z(R04n$cL0m$4Xg;?xbBpjgUlpQAm_O<;Io#HRS(H!k1GZL94pfjC-}W8ax_PDTbWOJ(^oJq)(L=HxDPX144Ri=%^+4odL90tB<@R zl&&S|Lrk>b&Zu{(gvF+gwaOYcZ`Ke{r^^Jw%4}RJ8L@&bZc-1Y5%6gcFSWS1D22b+ zN-+tJh@aZt?yJo8!^cabU?2vwiac}*t~Yg(M`-rq^S_jvoS#|Lj{Z&+No4X!@{`p1 zN<*rYC^Qq&#X)`G67KkjLJmLjqu`RU|NOFWbWoX$g~9)`U~thY`xQA28ID*vsigBg zTeDaM%>G_ht~<>$5YJw(o~zUD)4wedwK3b8N1cL7*i}d)hI&7BX%8nlDs>A> zvp^mCHl(dRyzdmw3(A=;%*nHxwZiH3HDX1*9@zdDEswj-8T|{3A1VX=TkN73TZ{10uR`RG# z=XbIE<)Y@>AB?M;Ki7xV&%Ir)b4-5s_m==%{6Bd93emFJ`96YM21*YnHaOw;3K?(s zKu?Pc<7On+KluhKi&9`%)|$uwJp8}d4!~poKRj7kB%3=Yg7VcV!%|c2$L2`%CU4z7 zK%cI)xMOZj1tI8b#e&uvO~=d#6qnLDa(N>|Q0bmlL^r0)15vY2N(@;S34~(c$D1lkbNemLp%9akM7zu%T#+0w&`CReEAX>aYw>z|?86q267jvzJ*&)52M&$Xf^nxk<_&dXZ$YM$O42!A%BiupV)ka+z5pO_`W9K zc&TCE^o7whWa}>NrMpU8LRjdQ0)zUUv!{IOwhrT2!fgWvHe2QpZB+l-Ol7C3^Xqth zVY;f6`-lC*lwg132FK{}d;F9OhsuNS4aq8R`hbZ392LeDs1e@y9+bbG9l(v>#A9{@-2}cM+dWacT2S}TadooG!Z8i>b;CG!Uq&FXso)iRA+M?9M zq?1iWHCJ#v!m{s+#Zc-9VjO&#aAag9HVrEcKqQA7`fxm1@v1yg1^*MK7-1~m78Jcf z7Un3oVU%q_`aj%A!D2>YKd##L>wg7>tqJcsmpX<`By(IFuh^Wpi&ma3DN2P0QPSFl z20GJA9QSA?6X1;>UQOpRT8T8s+_(Gv@Y1Fea#|-$A`NiUdu7)ceUn#1!E$ zi9#>LQDCMJCALSo>=7_Q8Zngef><4wzbg(?`5?bSWK)fZsfIAF*o(e~nypPxpqPdf z8l~_AixXh6+n`E5AZ$(sP+$PY8fq!9b;|}6Fya=Bqdq990>BQl^TPHYDzFNZ)Bm2(gc#lHVl*@VeGlgwaI=)r>z^g?8-z$ z@NXZIWgnYQp3T4W6{yFWE|n+o`WnSv&f9GeZEAd?vru4#2QND){cF5|2fR==siDOg zQ9_zd$8z~5I{xJB>6HSnSDZAh=PU0V-`lN^xk}|+^$|*+*7VGC~N02FCKO7LX z1#OlhP)B*GS-;!*oi3o;SK~thahzOCVT#%zN5k5T5Q(4@Db7C9EAYqn!DdO{*8twWpV=#+R@WvsU(+ zC%x>&wa=g0A%NosNjD-=w=Uj2>RXv2mo2uXZ_J!l$)Rt6Z5juhENjl?9T zPto2M)rm)rZ%dueMLBQwtQ&CcDB{!xDDM77uTe+YG1dxt>w<)5CSoG{x^wc4C@P#% z53m9k%Qghd+vQdBAWeMIR3EdqT3iLeV_H4n&bVkv5JN9g3}U(v5oYyQ%z+UmGFD@t)s`4; zfpU^d*0E2A1s`t04xILm@f5zy5@OiTd^n3M4*fCYtc$%T);O4A#!07aJC?_Th8Z-L zB2>rS^3?#&h!ap#W-hzM0TKbR<#^;~v6XAs@OnmPPP0u3GUj@3X-6U3J|7bPgBof1 zpflpX9}q(*C=^IA0|{^YHyuO1d(l+))@~a8ChwdQ>e>IxQZs}lrZG_meRx3F#ZQ6~ z*jEHRJzla)wtTTzL6_Dtg#+f3Fh@~-lbOQVw5HP%=Gssza=-xlm=-}NUq$Ti7A0vOuT6LFn0`!V$3J!yJq187%`CF$34@{=S$DI z2hy9m7qfPzX}q;VqJ|eHmZSScCA`tvh*48`(m8gT_MyF<$ty5#M2xjIljOYDz z-x>nTx8%Rm(T6Q&|772C^)Zc)?wy^O4?Q=_A_Izdw@(1pn61yHL!w60<`MN4y9dOK zxoOCXWD1l=;Ip$QRpyJB6qltmQmbI~SfH5AMa5`jvN@Qq9T()P=leovHWXTl)i4%V{ydzL^jEX$pC! zK_V8{KUF#GGqe&nuEL)@5A>nl`a8`BfA?=>Az$o`570j&*24IP(&}tvMn7u2k<~sU z(%N)tH2qHAp6DYgfMadg`NMy0BUG9#f3PUX+OQjUFGp0uK_LoQ&0Thla`l58 zic#Z`lm3!rMmx3`ug0nb6}&4_fAZ$y1SUtONKXbEBCe@p;! z%9{DDZw5ie;pZO5cYh^R{&LWLk9mJ|@%J+RUpm}Y$g(UNmUG69ERV$kydF{1-dQ*g z!vg#^8G9e0WI3AOV)jLO!{1MEVXoDZM=>ou4R1XL=nxqfDfGXy$x-4^O>S?ZGii4u zBPQ$=zD+q7+Gy`wCVCEzV;EB4oHe#6u(>yeH0hmrLf z<*3y=-_)WhOZKQxqhlX=GaP;}hN&`B1CJaUC7qdZb)~Wy)v{1elZ1Qtl(w z<(!&jIQC^XJq8n^w%d1O3wW(`+(@!N^rh-p%)Mr?|bXZ(+uvRrTxo$ zdFm;o5fx`?f{FqMqw9&yZ@snOGPc$q_P6MNh$)tT#DEHNzT8W)Yi-2fPRb<|QS5R2 z6hrTOak{Wa{HfjLnt1i;vC8}&RoqmDw?4mk^LN@716Yh~0X(JaXlSCJfM?bg-8WSq zu;aIc;|t+injg?O4Wj|1AI9^z-g)SmYi~0I|#n$y2 z=}hVT@LBpUmc?Yj7eq%MO+1Oyf|Q|;`*Ua@{`!}m_eZ3l=G6IdZW<3{k}O;nr-D^q zMTOYsVy}H(L`RmNnYOYQnp&0wKff=ULxU}N-~yWSC|A5C;}&|SAnbkoB9#k@7ioNM zY(>)X%c!SukGN6y5v5bxZciFKL?UEsl?R@#G()y% zFu9gPC#_>NP5hI#N|E$UM?CQ>yJAiJ+$=5nO{v>F2%Z(CvD&{eHT} zEsRqX$=s7>Vfvg$&?EvIr1mW9vLuH~6)l_Tt-L)PFY}}${(RuxI9`Yw_K|lwf(nuA z9$b!PP&pD#gV>9qlX}ZBlNVdBvU?=E`RjJ(+w0kSVo_@0ID(+!b$SzW@r($xp?!F1 zJDy5uiu??MAFd~v7o0bZw~J11pi~O2a^gf${0_-Jpn~@uZf*hUhEOq%s+4#IHiUBoUYZ6nxe4<$F&V)gR@f55NL~SM(ZecHjfx zuh$^-nN-GP;LGc(l?!43X1zkaG7L=<8Fv~}17jIap*BFW1(q_MX#wFEwq7LZs$+~# zC@G_)AGe!Ji1;<7Tfxfh9CV8G-C_t7^MPU0>UbY5@E8#4wZ?nJQ30bUt&nq@wutoz;Iu-pZjMSsD4G{BP zANbQ7#kJsL0TlN+1|Q2huZ95O(fLbWbKyLJY^kFxQrH8s1K z5QUg@#JI0*CMILl@X3_C>@;Baf&MfZ6jqR3o^0CRs7UT;0==k}-dHGl)_;p>hd?x8 zs2gGb9Z1sajf-zIs1NNb90GBLfj0=%dN5d(SvTcu-cMk7aOh>}0ext~EXoVhW+6Ef z8+f;`=AlA_tjg0EsR5Z&gjCAGBk^3_W`^cYMT7Ah7c{6UgiwME#{beU72q4;&BKKb zSi9HX(!mltb1Gyk*hGzI?SG^y&8Ey=w%!C)-9O_=8P*KhR`|&uSKTF7i=6x;sS?}1 zAsvQY{=u1M|1Rmjv`c^7~ zH$Mb`AGCD_PnZ}wFrc;Bw4WcE&6L61W$~dK=+>5-RkqrKng7ls(x6D!kcQrmATmpzssJ{)OLUfU-gg0sf$lB{qDNBe$(@?ea zst3r;PxM#Xz*9k~xCJ&09ZN(!RE;F%^Pk`KevP!}eNsm3W{vgVK{eIC8^K!!3})=~l#moZrCq?Jdwzd=dx&8`slgn}F;fWmiO0|-$);{d0GL38F6eH3trqVbSnH=6VH7OIQ%kc zE~SQ>inCiBv=F2j=ql43Asw5Ku}JTJ+^hS|UFZNI3u@|5J_sh}V#!*AxIdjZo|99k zG>cDkZQ7;l(P`735R=y%(ATiABfK`8Y;{aC6H1(m3tvk5u*SxyLU5G318xts7^Hgd$i*hL2lG&&nCVS!s z62PTIBx_|~kvqFsU4evmH^=y`{6W_9ksxPhG`|JIVUG7{s-KVL?hX4uK?)>XCTcMC zAS=}8PAcb5e^TZicFk&=crJQkH3^GHs@*;(<5ezlQatE*?36Q& zxoJ8oh6|MhZdz3k+HJElUgRK$mottzP)EzfA|$HlMY8w!?5EJ&l?HDD`k+>Z)}2h<0`A~mUdKtkVGx%{w6(H!NW+-c>AQ4v zWwFggf>wwgpo@OQ5J5tVNBr4hd;fljN;J$h7}vP{go=VUj5ZiI&!L_aZf~1TTYOBV zg9I^Vt?CV-c!;=Zzb%JJ?3drkf8`?y*M`2|{!)%sh8_M6j3fecuJQS|$9kpGi>@aO z>74QLA|XU($-3Eb5i>^d9dhMtji?Z8@!R&#rP50u>A8R3Z4*mS^vVhz3rfThUDhX3 znM55KQ=o#Zc>1)wNbq4x89vo{yxe!(UkY2Qjld+$Btm z_V2DPv~Fj5O@`q-c&N;I9~vNg`oC~K;n0Vj-~E#RI(+a6N6ss}+A4gZ+c&@$9n`+rA_CwFEyst#}VTzS2Veg2CvIB+e`1ycJ%e41q zfzE9~Q@!UYRIaHQAS6pnSIpkOoKQklbyl>jiBrQ;Xo;_DBhezJjt z59q=yXGnF8tUNE;6|j0jD3Bok8fbZrR(7)9#i42G=^EFKyCzD;I{hAAO4ISZXziwy z<1^H@1)u-xpF@>veY?;*J4npLr^ux87#f!b|r zyAKR%kaAmL1?F!CqjbF&e2deF=B1}h#5X2iJ`p?mRv$a~+J{m|QpiL^@|iCM^VuK@ z#p`B7okJ2ME@6>}W%2CDOIRAcUJO?^=y4)cCx>v_e)(0OpY`MtxG+pwhp+MtXv{R* zoxO+g1lJJnHCquapk6R{ECHg#|NdRIrhyd0eE8OAd@n$bKEMtz_^a52k5n1T0t#f* z-+eR4BKY4hN+0ko35C_GDY-qvn#2;kFc zPsTF+#||Eim(*8WESmQE&#}oDWN+~Y0hGZQsK@0uf?;8lf^COP?XXB*uePsRrtqc* z`JYT%Z=A5;3kC(HP&SM$y8Ul1%7E>*EwM5p&5^me-fcJMSaDChSL_tKJO+XJbZFf%W;F(Mk1AaSrFDhNLr$E$@An5hT-tHXD0s26|>{XF{?$Dsw zF4a+7-0Br$z1}txz;7)E8%O|@+?lI*wHX)AK1wUmn5#=K$(Z1t@4$t!T2YNU^?D7J zimVhoeNy=W6KxirKjxQXE}APV4QN!%HKlKmA%B`{&TCXli0}E8Q()l;vMo-E&sg{_ z#)Pan+X%Jij6UEypW7WVnmk#_>tS2_a2OZYkn{j`jXkzXkV7IGTN&<CM8dH zDycuF&bEp0m}#FcRC!qx@uAZlH>93q=nzY;)Ocmhm*6Bt*U>B3u2VrKu!Dkj-j*bL10ay_^HJK6gdr{^y&P!}BHT&rW#c3?>y zXkve%t42Fww5F8g3Y6vMzg%L_QUl61ZI5mNfAB><;^MyNbT{Y3^sAGCw%i@2`YeFvLR1Uy zgP5V$Au8&`D9PQYU%h_=;%B+# zNb93@I65;0E|h736O^mN)4A8e*TE)PJy?k z@8o~C)|AyQDQ-QS$5zpGF(iXCBh{rw`ret$(E!EOJLK($`0#6+D11rMH6x(2ydc&W z!5{dSO|jd58Rv43^YM@PE8Y0v@IS~9=o#U%Wk61rZ?> zlLFh>%2i(P0{RzlS!e}Cv%lP+!C=ySqFr5gYFzX$k50{TJz`+qlZcGo zn2#rz3Wd+mD1zY8J~k)-K3fc}y4URFFB>o-*x`%WQ_qglEjE@$73{`7$#I;sw~fJ` z5V?T??@cX>3AosmO!=3^$oFFKz*}+U3 zn%`H%J@WS78N#1Rc$yw+-8oGIJy}@CQ^%jcXYBjHI24i;iJ)QFm zX&U4;%VBo(-ru41X_jvE&W`A(P!C)T{&oBKD?bFCjqS+^zw(=YX*a<_h$AArN-q;( z|GAM(V8F*VmLBLesqibmKTi zv7IXF^zP3ZeBIVt31m#k-dueb;3-pNM4l4Ei$$E1wHYb`3ic+&tbA_*IX1Bk+f0D4 zfC&eiaX&xAd3?!#?hWH=e7=2om+^c@Qxz_#e3Jm)@S3Bj3b$5nlFwRjFB4b7ZBqP% zyF-n*m(g*gC{h%l^o|bVzpyA>>fJPUg*tfqT!1!ytM0Gjp3dTJaEX$ z&p2VhGCR*l(=+SwBP_ z*iSw{-k-nMlt1+43zWt>#~d|Lyea*vkl%JuPDWCXx(3*Nk71c?3T6^=hc>2|z8A>e zWC|ngV1ZwR5w;#gIrN&B%)-5SmMTGMtwe{c5LG^hsS~=~*`37b_7rl)GC?YB$tR0o z!xLgR(FOp2LC3)+vcqxpt?QkKdC3mkvj-+qziq(3zRB-(@=F-bof?|LaNV%VgO;C&Vd4A9zs_rJ##r+ z%shho>7ne8wF*VXu^9a#BNmC`ZMM23weLt#*n?l*w`78>NFIdqqpc!pZEJ?`Tm&?p zv^!V^>x|bd6;nllPd!-2nr23Q2{5|{OO0;+3l{SXl^VfXDJF`J;B|9#H`aXn@HGNq zR#`;pq5_IY>|EA(CVWIQ5&o;1UE`T~t?o69My#fh^W2-CvaMZ1%~Ld-vt#Z~2i%hB z)#v_$ci6`fk%dkcch5l=TjC6}1b-%?l`rU_*~AKFleKGLi*09wTosdVqPT*<$&>Av zHT;rDS*Q08&?G1iCl2;n=sZ3XDL0xvUkO{soA*gCY5_DNa#kLGZX(?#^=HMkQf_|k zwEy74YEZusZ&G$Y+2-4S@zLNc++{bDa%3)_iKT6AM++UBMA4a>3LuP7-1iyR;y$YZ z_|KiyLzy5&FLu-0vkv|`HX4v3avJVCY?3@Y-JQuRNC9A1+*-vEa-6UF>9Hu4v3cXM7^|+t zkrb;Fh(zGkFtEx;%`l;4gCevNc4@OqyU(=iLqV1{7uv5uOOD3cOH0q2_(Z_P#1LE^Jz+K#oq(c~*ysls#McGz=v_)YbSoMS76jLB78uEzLakdkq zu@4nNyI{DDiI+^u1(^MV#fHHGAr+DXSB^27UB?b++M!X`jxh#Zqc&)%3Nk=KogoZs z2rFo2K-^ov!Y637xMxr8nicAoDY-kdamhHAoC*!d%)L1HcaQ)-s%XZL)G*RXLZ;*|+47dZM|$D6Q4-~=CJMOp&8Gi! zsH9%qOUdVh=^9tRmPmQplI_R_kf~#NB^WxemA%ktASmdLDStoYHcTOHrFLnjh zzUWki#U9LjBi<`A5gBj7i<0Nj#s{_wjbzW`F5eqnO|7zW1he7TI9v7eA_P4Bn#W*n1^kl{i zi`r^xhNG4m&KDgY3FD_xe8l!LKMRH7&d-@KU@u_sKk zP+-w_KT%&L-*FX`8@J{OFEatR@w6ef{rr*&es2PyRiT6YdU)z8bVzZoai&rwW4A+b z?k8<|yhgiStkfC2bvYQ42Oj6JQOl#hG*6M>^cJbz`W^SU$Ns1>J*yNu6AEy^Nm|Ps z!)m`+9LzF}bA4jw<}6N9M}PT)W57SOn&C~_*vca^)P&-|BWIMZvQ zxOmq;c0V_Ky>+gjACOR&4EZG;-G641J5+;_IBDw$mPvX7-`3{gFUvg9UE^7yy-8y| z(#XenIZ2RsbF4R(A6KleqfG*5xMf9Fv+(3Bst=ASv|VFuse9_-BLA35it z1~Rfo-SdC*P(thaQ2@~h^$WJ$P#k$J$qhaW~`s6Gu4uccvCDmCt=vV&EQTGZv7pyjFu{ z_TzV?7VcqPY;+#MyZbp6+>&T2!gsB681MG0g^_5V!cR;29G`7rDV*pv`|SlXnA|%m zencCvmA!1~<#fwx_;ldvg>H!|!CU=M-!Z>6hkUBx`&KslQ^rm6D{Y~e_7X%b&0c_`0h)xnnl6CM@Z@6ag>JE!7^m zSq~9!f(?ce^@hHmyw{-Zt`?+*V9kKCrOc*kk&Z$lsJ=CRsbJ|q=VHCMGd8hJgMc`umx>m&9JWl{sx zzvM68U(t~;Mc;p%9Qrs3eN_K>VF4AAkJbU1OYTgal|sI+)9Ho^d7jWO0P3N6&bib3 zXSQ9&2^_gB)BFD#ENbxz6-$=9TznYQm_dx#W!Gf-24Qr?#Wix(MP*Vi! z|0QPTV-Qv`kB+M1jr#{*h#={saIqs@yOMKdSVD4G9%VWf(+{1vMG0%SJIO8c;=?p42gjT5tF}me$FRtYyaOQTAhQeKLJ+4HX$_F< z=LV6sJ|0RtxWb0eTZap{+|5OqIOAmGRxq;a z>-a`tW#q3Dn1RnVd;#CYzy^k)tkT+&DiEZBVJ3Mv4x$X$Vsti@8I?{H z-XA|75_Q^siTZgLXKD7l;N-)lp_x)Hm{fVGg9H6Fm^7TX5w&RNjacN9-O%gRZz3$X z72LRf<-d9KnZJIq(Zcloqt@JA0sC0In_p4)8#v!`UGG%#9(Zy5&Ki^E*^PoJpQ?46 z$n9}F&bu9R>#oHmicSmwYQ7;ZuN2RstliT&<*nU+=I3@SuanESnXq7fg6A(8%(Px= z%u!pOmFv(rReVq@Wa*ogsYIiTtOksKjSs0b_u`~4e+4G;oywO`TTSdNh!ZOq>Lshl zR6tle(U!DqQ7=#ug-4#HEnK;{ugf8FPq$fJarQBgvK7m!KArlQr2h9&gPBhoLo1!2 zpvcrIy##^{#pxGgt>`6+HUE7$7-}XZ8qgmVZ+|wez^y;Ql~FV-oqT_^o;J$@{~u3Z z85TzqEgd942(q}lJBz!!Yw+OiPOxCX9fCWH6WrY;1ef6Mmf*p^;l1~M|7y;hJ=@#Q z((H8CsroHhj@X=Kn(FQ$;b|wcX`G&-B3$C*~F0Lk@X#3I-#2Ni3j{1#8 zzqKQ_@g;JE-KS5oJ2*KZ%$?*M;qX{y=Cp|^(Js(G5JOf=uO(WP zySGauUds(RL=o2wbovqYnNS?|0;K>{UevYG)?2N{Mp(+PG%B?+3D= z#;qGp<)h6uAsYJY7d+2{5_E_8{*dPdevA*d1i>eAaMBn@_?7WN6c=}Uei~A{ zx+sUbVVY>m2rgKRqx$N>lFt<1IadoYRyKOIEvUoS+0p;8HCE-#t*WE#d&={DPMA~m z9z~iJ1<4+ZJl4ba&PZ12gIihBMgOab4zl{Ot_hZ#8_+Jn^3y=RX!=szt|U)Ph`zhW zlfTsNQ(&@qs$AibUf~G-brIt{{+_gVTT28Hd$tm(0np46tmI%K*_6sC)qjVavd`l) zGv5k914f>KJ1o@3m%@>O8oY#QV%Ao8p*4}$E;cvt0eSVv@9%dGq$E5Wq8v44|^2JqU2r^ueS(PUU1|4@P4K8*GR%lTk>h5YWhSH z-rgTD>_iFl2wF=6sq;*Kd>#5*$dIkb|0j8vpS&BzIL3rrGL;h?XVr1!?$0 zC8H+64QkwosNKI;5mLa%oS1`=)x6~vt9WtB%X?)FOjd5wT>k zdq4p0#|>IBaaILb3G^1deYw=LBL3soudmN{Ufd>>9^dpMTsl@q|Gw)HsUzmto~3#> z`}`XGBK!m`{s0h%U$b9?|6V1(eD!?&I{gZ-q(Ae@a`#H}{B<*c>G}2g{) z%4xSw%7_C!P1&?-T)mIg=SBvSHCfS$r2G>4F_5*KDLG8_IU}`(H;`_fd0S zqHmAT3&j=b^ssu8##xJQ_^KhBwzNnX4f-u*AiMY9RD)6$LlJuylyNDoJnhOsb~hp5 zpxdDoAf$v#;bmEg*sG~@7}Md04jS-*^@tZUgmfmU!)}JsUP~L*Igi#?Gl)0yeowI)DbrFZH393h2Gm# z0C%}w9%2n0Ev@ZFLXVem5#9x}8qcA@#<7FOwZNh;4?th+xQ7!z5rPt-bH(@*(+^iY zaMhx=qG7iWm%swth{lHpRj|!dfOfh8u!JWvSNTa&GwZ(I!M|GjJU=33A;%q0Jj%Ou zwq-vc^_wC6!%W8y-8aemrjSsIHiva;xZk=#W>P)Dr}9SW)x8*@y`BaXMSpyox!dN znl_Yby#jabi8<;Mv0q?-Q{#XwR-qjzNwg=mbwCe`!XD57?D4GC$Z%_f;qpPzMeAso z$TsIUw`2gK10S&pmxSLN6v)|SYLm;~ng(yyMA&1;B^SR@``bhnLeF}X2 zy&;3Av=!LIWU*|FA2d;8F-&P26-Jdy?QIn%<AlN z)sKT<5YigYtsN0r0h_-IBzOK){!HDVXb&<9_ItXDNNTNnOv4X z`U0vT+3C!%_jB@lE9P{OSsV;g66J0yHZOk3wIruX-Hy^74n9P$d>zds=6aI{?XV=DTWL($vRQ7y6$ zikUB_hp-83;&wlEzzwj zu&C1_mxuf-#&GDGrS;z?lz(ECPqMJYHUbI-GbWJhIdJ=PMdtF1q6;g`LY6XNacTW$ zJ_TsBvgspXwnqB8MBrvb1)9Kl&`L%sv_1hI+wSOy7qT>~j2)`Kdbo;c6BvFsF-C>Pv@ukdW}ddeNuLbVXBXe{U9)5}tIDLUA_SJ!2rXx1(T+p3$(21)D`*Tb z^NB;=(p$Y}&LV^LJAsh^a6CL%pjA>($H5b*~xzFPG^7>kFH~TW-rww%C!Rqqn*P1}V-GIln9g(!UzM;AH1KkRv?t zO?IZvbj}6PauxRcxpI5+MFQ+!3=i?h5$|x0-1=Dw_OdM_3G|v`fXxZNB0%zH1=yVM zE76kx+hfkrxY1s>BwF=0ns9bX%W5li5T z9Hey;yz?`IR|$zRVMAP|t87x1xHO# zQZbVq-j&)S81KgLyl{;B@vuvT)LiP71!v}&=w0kZ^`WRIvPtPQg&po|-Fp{{QWth# zTc@YIN4Wgs@vsvH5S%nf0f}9s_ueV^ecvW--62ABIS&bQya+C#BsNiyD%C+h5jsNf z4#FCnf~KpGK1CoaPvYiyu!5$W&?+Sq>kF2=(}fCf%rUGwsOX~|Vex)$77x8=pn zN!`1(On-!qBoV85vapRvkmMIj|4Yh~G{rl~JVP^VxNmR$bOg~oi_SwvQ7gV(%*3&{>&`d%(i=e++tShgt>6q781>U215p zXZPIJ?LQ^=Y)kdWZX1lItX^EsseG|g#s(C51NFD9KtI1t0a}{zp7W$ zCUB#UzOc`_(x)?dlV$6AzkDRB{ao!(vcl4G$^IwIYv@m|;O*F8351OAjB!#&ZR;-* z4$QgYpN1IjKbBq(Fj!Y`Fb;-i4dX0-JiXdlSqZxpJ}sW20`y(Pc5UOG+xe{H;MN~C zQCM8e!sB!NHOeR!Fl(w)!Hjt-o^R_eZDQ|2#kUJ z1$<{zKRK!PiC3OE@g-4Lhm-E=1)h8VU1u6n=@3l%{_ zkA=wINvn51QZI}=Zr4!z#8NrN(LT5?i*f55Zm*XQ@aDOT8-H9g%a>n9qzSB|J?+z} zYw26lj7SpE!rUj0m!T(b>TNpA@Lc9&*IwHE2^kR0tDyVIC26WYh04aMZkNhL%L}yp zkWJ2rB)=^&W`F8ALHoAw2A>(1cfa4^<*{iZivZl4@b+^UksBkHF#^ZWS*!&_ zEoy~8#)(jzl@~hK<)p6C`0)3`FK&d=tQdap@|)MX_(!d=O@vSOt7`g+6^6w>j)Ppg z$=MYWN@g|hlPJ0F3l{=g*QlqI6!Um2)fG>ARvj>`N~ot4&-2`k&Mg)5HWQ)*(38d2 z;QbzgVMrZ;T^kTJ@Xo+96+jePbtAbvLLKth5IKZ}>i#*E<7LtYiX_Dp1Fg)4y_tMS zolGIHwS6Q*ctiBxRhdJiK=DL>Oa-5Nv(DRDdk0&|9T!c~oJjJH)?DpPXc9=rC}pw; z%VLoEzmtoG9-#zlz$^sOO9owQ!f44lkD3%^IIL9X_?rARGSQ?fUg`J0*;TiJXRqkv z&0#=%oKKoe%ch*fygCbGuN{fzhcnZSPY8; zWeu;tZ19B=cE5e$lw%}VeTE9<(#|u!MBP7v{eN)75A~o3j2X=`QK!eE$cG{)p|)~L zgp-yXh2Hlja<1}w!$)iw5lf`vR&p+j;3WCEWc}}H*24NJ$R4DUiZ|6W|E96#f?+wo zcgyWaYbm47%xXN-$B@iQOvy@aKm0pB>rd)-1jUCB>|M-rqFLLF=v>!D@ne+Rp0=!} zt`(#jtfs0Mm<^lPQwZa!b{1Bg{yQBl?dpWW5|7X5o;(oHUHltLLePz?x>Qv0q+LZ7 z$tcQPDli==IN{9t@f}R}g>&P^7X{Zv_)8%5ntmj)31`01~H0 z&VS0LX_~8+uEdJ{-My>`Fy%-2wY$8`u!uSu_{8|KIcH*d+M-2U`OdpK%#t%nXv{eD z&Xks|KH`y)buHSZ0|{As=g4&Q+?#6o83oC1W5|+waQd_w>dA=?t@)*^0ea##Ha`Hx zYi`Q#1Wu+hia#`6h;g8cuoly`)K_RY)*8s^e)K4kaW?)wZB>|7p(HyRwTe7Fq#q%F zFUvxuZZ^CnMtUT{LM3l|%Zpk;^i|7_=rqH?ZLjehhUc+2@%my0N%lCV{1PA{m)Nmm zW(0N^f42y|89@pMrmj`|H>&~xKpcHw3Jo=GITsPj$dO3_y4)%XliWBu6Bt#6+t~PI zrDiEc(eY;VeR`zB$|&j&Hz%G(rng>}0eWs3a~Egiss*>;1|hMA&Eod+(EaJlm8Xy0 zCdK(W&yBj9)4|s$R`-3h=1%pi!3!JB+hx1e+F7d>5l0e8@ky`>eV zJ}Np|Z^}h{`E%=AJNT|Fzg8Gy?Q(v%-$XLQ(|Uso;V#0n&R>HqunfNRlI<5n@t@Qc zHwg0QB9I;uVo!`?XRo#frBR1Ne6)F(b=_PK5P{b0#QAFvHx9wpwIH*2$Y6WFdqdE! z$4P=HTX}+TI7j-vXM$Tg(y+%zX}k0F%}eq4ltQT&3Uu=pkGvBr9v*$mG7s9jS;&;WYsP?1oFu&Y@h8gPb@Mvix5#3{)N@Vv9w$8 z=>FKI5%!SZtk#*|x-O!N5@&Q%e6g!rMRcf3JTZDpeYwkfo+|tM(n+pqCv6<7-vb;U z+t)g^E|DWJ<_vkf|@`v$=W?eN)$%nMMPs?g$q3La9~b&UaRod z>3c5jqUzkMVshkPH=EI)5Q=ep77JKn0vS3ulu2RE|(AxlL4`1mVp*#qRmi<`Y!P5@(mL)MAPforEX#&rk@o=JFLX z6M%!ZZ(mu(XL8A6A~204;w9XLU;CGY0u))Etfylt7qdkRT!2U(_Lw&AUn9L`FjYK} zMC!4KA8K!!*M#aTa9ngWqFu!wpEX3+u`Wrpw2GPpVN}|>VRm=|{^%2xdF*G~TP`eD zNZ#LUY__ZZ$%u?T;)4N-|2r}$9I3TqSNRC)GPtQyHA8xAhdiN>R6jgpPWabon|7eH zsQS`y)pAztRE|e!#wO%OVM9u}1E(OnY3I$dHrQbbZ9KN@z%Csu=54|qS(POFNrI|x z4R@_{%}&kuJPC2=xOZn^l`+2$&ai!`K_cWJl9GRJ9_2od&bDJnWD-jjWm*zxW$+CN z4}!og$AP!+xd@pKw;RS;ZYS%6=B`uQ-`h4G*b_lhW59>mq=<7izjfwGV<*^l*5qdk9e_Uk$QpxDRZ8K zC@U)5p82N%-$elbpj=9Q`w*WYXMkMmc?u=LcgiGxgj&khS$8;eXD{^TC=Bj3CRr|e zS!&*3xr8nMREqe;7+ipe()Ma>lWAXwys3hnQWkIveUr*0p1e zN*;fxM!%zCgRD?2$&A1~gSOjm+2Ctlel-N(v0A;=wokBw6a{CALPi=_{{WnRL3);2 zaTi5YapD=}>w^TN+80XIuR6=jIF;B);xI^qn zkK^Cc8GVN{QP0N&U{#TzOI-w8$}T|?YzUij7xar+Lg7Xrk(6!KntP~RDwS3>R{1ZAqOPn@Lu_h@%kb)u^@#Fl`A*6H* zJ2-GxDf+wZPy6V>SaGQ(@QWl5FBFc<4q!V6P@O*~UhQ3tvICM40Tgc+=7TSIZ$C@O zn%)}q{>~dseL44O-}Sx!^^63pl3t0G)}Uf!V>H+fSIjpl-!xb#EOQ%B8?rGeET6DG zK5QltcP+&l@xmh5&SP~T*3C=Xbhu{88H0ZY@Rua&w-{DD9XT+dLg3zMJHE*_L@ z&~CWaPLk(>HW@6C%)qBwLI}r<^4OC_Aa>c_KwsS+QE7ORjz%&zHDcJ@?V!c$Z-yC! zYXi;(hdk_%Fo{aP=wZevj~Q;@@(8KWbe7_;)PYq(@|3()xtgp^^KeD&g$o?)06i7e zpk;rFt;M#Oz-`#(=WyJgLm~-5ZHgL4X$=XY56@7dU+v$U*w}I5;mhZk5cX!{f9sFe0lM*-_{Er}dR%n0?-@52`# zUYy4fgd`KJCT*k`k~pGr>TmR?HMsbK#QbWCks6CeU=9xfkGu@b(!V-i!z0{1JJI~e zoRT-!(U(5Q(gak;eLy!coWT^;p*;DQ8Z|p*W#fVpCzdt zy&pVEY^fF@<^+Kzn6bo4wTD*R97X{MgjVSpHc#V^_XHFw$pcHnMXEbZg}ZsQ5g4BG zg+un1uE8dlO6^QB_{~IxaD%jj9(v@Q#b+^IW!Pbn3pZ@yJ~J{GLj-hk+ZjVeqeJ%6 zqoS(lchJlU_-C}dv~t^@dw{6YMUT78Q(Q7G=7JS`?kZyfsP;9dCOcr@bup}?2%y5IV*J$HQR8nPN>*;C zqK&lD9!M!f0v7Q(tJr*2!!fDXxK>VfAT@@1`AJxRlYkjiqP}?9!GUcEl8G_qCg5^- z8K{kL6+FhOmM+ivVwOm@S;&*&rteWRM38IU$iz*9U0&a zv?7-+zBg9U8@F3@#rq+&rgf#ui}}qyOCy}R4wAi&EvZ1P0kW=JVqO}d!T>9bQ=L^7 z)7s6JO3Wtj*6etwuCANG$54e4wIo4v3xOnO8+L0bJk@rGg1mrkxqg&2*?fYNX*83o zLIVUv#0+he*eRK-=?P6lPV`w-Y7&g&C{1Y!k(t`BADlfb7MXsr7SVn&g8HZ9Z(|x_gq3C1kCd8lQC(3#?jZ*Fc9`7o zLyFEd#iuPxv<{cv&@nV)v6(U3)Mqpxc-x=e_6%m3U31 z_#@Xe(A~IDxStQq422ls4_R)9332D792P)LmDe5#m|shY@L5h?U`4EVvX(%)z#Fbg zm{GNFv%)O26-sYXR$D!7_${q}s($Mz>WrbK6~beZ1T2p&5$z0OS+#&(ugdB`>OStH z@S4+{p(D@o^)H6lrGZ+oN=Kfjpz{PZFz6ebEah0b{WXWqj5|hqZ*epl`%_7I-}Njd ziUG{4^DxetKU8*p)8zvSy3g~CXTBs(ALwPb025C|wW^)Wf<;Uj4fRz5YadBBeD#;0 zKz+`^@q}B%szVOir}r>NHj(WVXPo-e)*5#o;lL>^f^5FLqD5j4GM{FjTvuLXT?-6T zL}uFJwgTu*wSFs|Dr%xRlYLnvX!WK!hSY_(Bnq5n>vv*Us~Sk?%e{DAAO?_5Li$GV z$q_QU_%-9dc$WNM=Mi8(Lo-|;{$>XyM{S3zZF)^$Ni37bH(^MJK-0KYk@mp>(#$hl6Nmb5 z=fR{PnH8R5SD5KIgXI>RDnPO^mhMuYY;A1 zxD-&(Ss!?EDY6&3P2{0Mmp1$5z)qd*Bb$X00Voo$QTGmiLZ^}32Gor2Xy?d>2FPM~ z04gUkbYnQ!S_%m3aG5fjDB!CA(UkGDDBPqW7(n6JoPD2s2y!0)lz0{~1fm&NasL}# zZ7A0_`&EbMif(G+MN%mmYbsksg$%H`l^lUP=V!wwXIG{S9?GSBE^0iDfI-+ywE&IUG24rgD>Jd7U zb_bz81$wCRsJZ? zM}TXYc+`Q9u~)(erY6!+NC2O?vPw=WM@%ZerRcqWOqJ2tgq18_Fu4ARaKZ^V$HkYc z`G6fKNqr612s4R)S&u5Nmw0!vv^?*__E@31}|#Ah?iRL`c`yo^YBcboC7%Gk)i`_mhm9 zkBFPs0e06fBiG9@Hp=TI@~tZvyvvn*%O}v?iLE2n&8SG-3&A9OSWxYos?d z6nGv(ivm-A$j9g>)v zxv8=VPV2gm2;S>Kr`LI6eRKR6iRb24Q^DKnryI$im574s!AaK~C+{4kK6BAqWwB?! zL{NvwZFZs6ChT`--;J(GP(pry5aeXftgCF}>G;-jCgGfWtD`IjTmXGrp0eWoo3Gf} ztfY#oC4LJ@eQN|rlDP4d=d(g5vTF|AFFdj;TN>gh-@i^q%$Nmak; zCAf^Z9Zev)-WhHy6%eu+q{IY;Xrd{XYAQUw=vrD!&KKmTfO9_^^_zLQutgh=YPeqR zAM65(&X#P0Sx?-L(hIf=awbfeSn8$|8<-Dww(3seuLTFWkF`Xlx%Y49EY-VVAM##A zJh~-%?|xWP$VV%awD=QA@I2;49w$f4F04vs5Tw@bVn$pMws-lJwkUMN{oQ}?Qd%`U z7!aL{F%>@PmXDxthB`{;SHyCsEk9WF{7$QY=}n!ERA#; zf5ve1n3h48^6Uyst;?Oz4SP<9diNtQ-!ow;wbSvzi)%|pyHknojK2H!qVkL5;Yi%t zIfK4c3ddX)&n>Xd*n>n#Rh)MgCjkaZcWhve?6<^6&76x}`|G{my~BhD)JU&qoYERk z*;vBp3HECr4%zdY+rrB6oGV|`iv>U~h(*;U8u+(14^An3CU_*9EXQV<_4 z^$!7^y`jz*a+9;{shdfnLb4v9J@Z8&-Vqeq`aym{Wk>rUBK)O5|BneYYXz|LmJf(^ z!Np8xcBX1gfhF-*Rvgwe21y!1#N-o&wGgIDnh0M382vj6!5z`=0RjZbevODG6D2}_ zsK^Wy#$TI^yi+dN$YrmP=8Tkp6;U6xsUeDvd5$1o-1?pBWXNcS)d46x-{5bZ;rc(q zi-DtNn=9c?>F9Dk9nB;yW>rmP!&Ufx(n-t}mb<^kPB@38!yo|mGpk%rn!LhdsouE? zIvJn;%avt|j%5{lYY^yVMKp#WnBKGE_xJqalnVjdRGi?w_bKwn{<8-J->RA6Dn9;% zyR@P$UXxc7xC<^sE}D3@`+8pDbq-%bAea5PwAH^E%RuNuK?+!^x3p*3qi@wPWE=PClZc1l4jqKY({Sq~9q4iX+9ZTd5^vZ6!;?$AsuBUUx zZaTocKD+DTyt0d~3PApX2*P+fG8*m)ys58d`cG!j zSJ?BK`}$n2GxeArsmWefmV&-1<&NEX4VBZ-)5o6s(b6!ijx9+!#ZD1Q5uRT^-8U`T zecX-e($Evo&=2Sjnd0IehshLMuCONV5MTv`jTBklv+^{kka>k`cnif3U-4t3kf!o6G(6c; zk2V@*i7>l=vbtYUNUXr;3DQ^BEcDl;Xe|$9AK}#GJl5iT3)}0c+a2itPkbkZbI@br zi!W|g*=C3N*5VXaXl@y$B|T4_y1H*@?$`q1Xk_wd#p0g@U8IWGkZT(@P3$uvq)$c~ zRECNns{8tS(RonadDt;jb%#&y{bINmjEH3BAE=I}le##u^)>l)+36xTWPD#YI6|VQ$DSc7Cjg3*?Z8Huwyr<0RvivHu@k5PG^ZM0z z9<}w_wOiZH(0kMIJMrwmaU1@{*jZ)Mg}vCb|IU8D3&z6f#J5Y}y>k+dm-1|KLT_mD zK=k|m2epJSeOF7}w1gG}N z7F`G*y))MeZg8|{_lR1|mVZTZhF?CZx*e8ey((sY4{1=a6gTFlKp(rbBqu*7{TB?;M6S z@_?AhgCC%qQry0DR)tABCO z*<+i#dD~Odiyn9#wTJzRyn>RqSu4#_wVYFu>b|T1YdBLTG>|!CyZ+H}VZAdL4GG48 zV-UV@<5bt@jNmIDb1%1(pQ^H|pHlnjeaRAUH=a@ev=+}z+9?FeIy{emseg>*T~t^>cf#2>X@6GCo5dH*NaCi zxw|cMv1}IBMEAX3j)jrZ0(qdBC(RUCo)@uMK78&)>=?l=I6n0scdh-$R2Qm!^&ecO z*U*zUS8m>4I{K_$SaME9KZyv;#U+-Ukb6rh_X;+o@2JzSZ1rfu$GvTF?y%7>;%36_ zB>VN;zEZKNrMpS^*j@tnRe=7LBzEAphc2<#?<|(#$V--hhmS^G>%BKPBAZFfXUIs% zJ#|oaumQvGIo{2})qvi4JlVVpMSiDzqIzTiGiCqIYZRHGLmWnh>s^OIsQG*ulnj9g z*}JJ^c^D8^fW$k}-6puarFVZPC_kOW!UnXB=R%2452)!_X|&kU4~Q-G^63E1oOa9- zKU`GGL!?4yrA4HP0ujYb`>kD}Ho&mV2r(!nig2ZRN0H)IzC89^B8@Wegklr}*0WGK z0R_(o`QYuE`*(3H)94#hw9bpZ0VSzcUmdNocuuR)SXicy*XMYg7q<~mS*92MgU41g zTgDwLrOw+mduTZZ1<#pf0OUn;e4di)eap=X|E+J8X=IbdW2ZDA&fI{+$f-ogMYD~J zvka4hPven^apC*%$2<8LjP~&euhwr(UyFt!*7hazeZ8%ogNGulUCD1l9CbO$owwPg zS2wzQAvdB#aec2-Iy%+LeZt~ky!ZBhKB=ZPrMV#oe^!&{AMj9sC9URNi^obBP(!<@g53CjO9@2GJ;D&~gffaUp z^wJmE?xlZq_f7$(#=BF0H60>BeQ)ScQYmCgA3*{IdDPezbd1NXaM(gK-jk$v9A4-U z_Ogs3p@NKnm`PdfvDicew*sXR+?M@}vot`!50d2~9d&lR8cnqqnmnCaLg_&fC$xQ% zRJs~Mk(fgce+auB@m;dM-kl|Ekc9rD`!q$E&Z4JFESl&3-b=|u0ZojXY-;y{(y*m^ z#wk~Pnk0Ygg0f6?90C|dX?YV6e?JlJ8l-t}ymC|IAb z#hsZZTpIG5^G$G1@^g1B(G`A8FoGjw9BMdTzg-ld)w&AD)XhuZK{b3D~*Bs)60|RYNE(u<6|ex^->(yP7W5 z#V@{w$?KnQ(S)D_F3{RzQ-{J^4c_6Vk08gv8MVG+r8bg2S{Pw1d8C?IR}ljpr!M|t zLE|pP_Goa3L3M4B%4;kN$(vg%8|H+TqS7a5tF>5>xm61b>Ms*7vBVS+6!Tu zu(=iKrCLAb;d9^2b7?YgHK#~;`qrefWQ;^w%ZE&$2WFhf&moM@A-KsS@FNyRtR5Cu zyUCU&afk0N>W4u(N9HVkRIwhMj3^VL2fNWA=%Sy&Sw~N2>#I^ob4!_q55*2yWqfiI zzlNMMW${g0O~*{(<~hU5givFIJ?^JG?T7v$L^BcI>8Eb{lbs&i^x25Oa8=r{jbU*b zeKe(~dMoS#r#T&!QM7`)CY$vfhII`~;p?y~jZjPU!U#q2-0xPquslHwSx|~q=vIbt zBHjp5lLg$}XwlWy5#KIqPy91Ewny_DuTgjywV%~`qKrIpl=d(Dy)h~ExUr^_g6=~? z2$|&YDYd$Lm+$jIz#?}fIuqLMpJ}}JQj@^1>KVdpNz6f7*3cJL;-vj2#sV3sY0x01 zsvUtO2+_AB7O+2@ z8&66;wW*fTt_TahV;1?yS;QoUf< zy9QXLxmA~Z>tWDxF4iuVuD^fmV>%ZKnMPf2dPW7=Pfl2Sd1My_CUM~vE?8-B`QoPb z_&mr#YO%}%>)PH*?uu~*L?~nJhcYp*k8BJ-GZcvFqX7eN3(&SgYMep+*wZ~r83d8W z@U=stNRJXQVZfcHlMD?7B+6gYoWHZ0Y+VQk{pWk`fj2wlS>}l~nYBSmU<+Fl@#BeA zT6SoVzyt>B?3Sn(Udh`Q6BLYl8#e@E$Sef(uS9DiIErPm`eR8oPEi^L=Gd;;e@!-^ zNP~30a%nCg{RV01BR_x}V4vN9F%HxeaTb@dg=HhF-OwKngETDwM_rys`yXJ*pQpnw zBD}FChSmxRZ0&;Z?mXesHeGaT7R|%)DDYt2Np2v;!MIVK7yS21dpTlo=M#plD`62+ zpgd;AT5MtF4y`)}6Yx?ZY3^awb!=M1afjjQap&ZWjFgcKL3>QX0V~^0^hOI*g7?z# zqPgL6S>sZ@*D>R{wG!J6T1s;k4@2i;+T_j;rj?mTnad=pGFj)C)+G}td@p!BKU|qT zjSXN+*^f3YPUAsHIHKs#NJjiruxpZ_karZr%pXKs5%9@+N(1ZpaA2vGJ-p#R9`mh= zi-DMf6cMbtPm@6cJHs!}^gp?JWSmLnj?O38dU`(f@YFVk_cryDBjHlrPO}Q=>%!qu z8;e*7C=S#ZAZZUGcW`3SNFa?3il9NGDh|q`^}B&pqI($Bo#o!7wlJywwy9?^n;bI3 zMPhi#)5eY@`~aeKf8$lM=uBiVV1^?L1Od)7S1Jv!?&eJn&wub}jm7E67Vun)lTW(d z#%{Ub%#=zRHkb82d6<>CK^8R~-ASbEw0=6Gc?=E6oPCfc=3F--O&svJ8TgRH0GCQx z_6dKHHixIrb#OD0@;e<&djm$8R~4>)BE(z6NZer?a}q09J`oW59S@B#70^Ormc>pm zn`woPp^O_#kR*(Fc312eq`kojSC6v^KZp1rZGf6km!rBB30iCQf zVoOtW;G6=tDJqa}-IrY?-;)SJ5$TXsf%xkNxX%cJP0;$6d_rx5#?H2 ztFhH>WW_d?mRZD)A1x1q9-Gf_l5B`|gJ^FHH7jB?eqjV{N=yM5F`7VlwPO^1ENCMy zZLWFgDC0y1ZO|)ZySiarJ2yMHy6ki2uiwE!ch3(LRAjXyR1$rRS~7O%=uw1Xl)qfQ z4N#MTM~VI~$b*|K{{N#?lEyk!@r#s{PPDXPw2UO5xdJLZ)fS>eeYu!U&K$M{0kUQl z9rgO2=;A+bc6bs!rI@@7;L8Y7nO2OUcytB`-lT?yfRnTsLXb!oz^5IH!KC~_^9-UF zZ=3N>YRI{kFGV_%JCU66o>9(cgE0KSk+mg68Y^Qna|Oq{^rTnnn;d6XxoATOoyZwd z)4YW{I-qhb3IR3ds3K>xTx$N!ihaUtf5Zd|1G=c{3|F@YDv8)rYEh;{Cm!5X`Q!xD z>bw9v?2LSb{<&W&=PY1=H#PFenRS!*@OM9zl#CxCNG9P3aY<4P`{2?g0yDiT-hk4~ znVzLtF2O<4PIa;PAoGWsS*zjuz1GFiY(0n!_oM-YP-fDxmgoL2?gxYir66L8LBCZC zp|n3=lK{6nU>(W@{=3toRJ%q(vI-6hL3DNL6Rfg*suqosc=vxyFr)dP^FSRt62FDGBrBF;Qy}fz{h=9_OIBD_@;V$7 zugSka0LN0`(u%EaRlqaRtG9Pbpdi}UixK{p2(RR{WxlgnE3c%AlIpeQTS^u=ZAl(o z5`~(XCs}+>$s2-H90XqrD5cLmf1dDGx%7ewye2?N*ZBBG5|-iIjF#n86id;IK#E-C zF;P<-tDB8k6h$MTQ7E^*PII7Q3(t4%fnTbl>U1U8Z*qiO4{=QnCrd^nOji6HSTiaD6auv@*Ph+Sjg+z0!U;};ea_2 znpglsZ5FYW5&kh`bPb>Wk}Hq&%{WlS&#bX zxKiTwWJ|tjhO#6|F(fY>&6dy=220t6=M11_Iw;*Mc#|ygWa{0aWnP#;&DkPpq-^kH z>D}RFZYgy`@vDMyb7v|fLIs$46C$&()veH76xct{;8%uL-+vS5;%2b>jYtWh;SC;% ztBQA^gw&1|4~X;hW6i{bTvK{t-q-3QKuBwci`$Ax!^%h>$=*j~6U}qJ=l%7t0|_gS zQGcA5^tW5t8+qUQ9Yad$lG`1AR2g?V7=VKD|4!hE zGv^1fXmQ=Xa6!5}DG^y>YjADwYg-q|fO_P!v7#Cg0!E2flb=7p&)wM$l3_Oz7DtXD z@o5F%)XB)y<;l5CsA5LoXX((9I6!h-M6#Mfe0O+XERR+cYb5`oaK)UXEZ1ZwHZy}> z*dvuBiZu_f_-EXn32>M)?NW}&W`HD$%c`%WDH<9TNRQkyRA7MvZut&Z9_+Acs_H6( zJK;>GA{OYwXrqK2l&P%p!*qu@DnmZlNJx3=@Bl}6S~_3VtQFlQDFm{;f=TBBjEir2 zHo$9S-?&}tNzoc57P(UC&*4di=^uDxuAN3anXc)Rff>x*{uFkOep2>LZfBCBCDaVx zp)p0XV23L#gXn7aq7g4PlUtNQ3(Q?KaS7vg*imb5M%|2fMlB`B#90lr&;K9B8j#Bi zCC%P=S34Ch&!Q`j3AJmHu)wp}svlWLG2&HW9iAn+JTv7;`+DGYes<(?NIrIqp}cb@ zn>u+%_wb`=$)~+bqznsdvnjLX(PNUsSMioQQ(s24?Vylq!`#Ze+8u9d!(PP9%6No)+fQj#SkyYk z6tFQwzdeM1ih{7krWT!WO2M@NlbO##PO{(HDMg#f|5I0Sch2~u2IpgP17AfxVF8A|1 z-{1S+*>in%b~e{0JDE9iPHDi%g!1GiUFNQ}$_vos5ctZZL@@#8JQCRhE3ggV`|Se0 zY;Qi!`^on!Z!QM8cjn#_Cof$Hu)`2ithk+_kl|G;Ro0mn`8}&Uome}HC!jL2US|3| zUpAc!RYwcareiTeX8og&dxQNg7*$&-oSZvJVX2^6&hn*xA6h1iyCTFRyZCzLTl~&2 z_3;CGA2WF9gNXV&v`I%GoNqNP>Qq1&JT}IcEFh>Mc`^0F^24oNQeHpn*SE#MPA%j; zNVfZ*Ckb%SJNFt|aS*QoT-YEXv)8coExo$XA~*y`wsU|0M;rKzVuICbp+t6t5XB%z zLnQ_LD&2&RfxW?Bf`(p8N6Dd_PEvqkIiDAc>B0msI_-{gv9aaXUs<8r}KQFikvW#)$|D86r}JYFB9{ zG!E=_{t|q(N5aDD;X(EA$An#Dp)M6pH2!c7>@MIZ59>(S#J;jyhmS3jPMxC>yc0S9 z8DWsqZ~(T%fGbf|H!srdbJycz!Btue-a#jgiSB8mHJn8ih&&9V71RdFyQCDf_xy7h z9o$fB@G6zB)n?)zX=L5Qg9rotA~P;~iBQ^M$-)zZUV1Kb@oh*P-JNLY@ZWL?bTY3U2L`oo1jA`A)SOyNF=DNG*d z4~p-wd_Qj-pBEDnysHBQc#B5EJra#R#gKcb7bvd~i*COL#+_((pXq1yMEO73eGY&> zJcdlV9t`5fZ0o0Zy~Pc<3)v6gshDlm1ozT{WHRz$1~gq0&rzyMXL&~P%piR-Mz{i? z4HU8@p4Gv8*e*>MI21`LHXl}oXJ#9UbmeYOHZ>S%#O+}=QY!#DMgm6pfkVp_;TK3C z1W#a_1OYmmg>=7+MASN;K!Gt0?TETU)B<0Xr2LLm+L8Rzqsypht0yXr6bwO*HwYa_ zIYptWjb!*61GTjjm6jn$Rz}7%3>`>4Md9F$V*2|5Y6}Nw!em=yj05?NZ^uX<)B6ZT zY-lK8ad?0GiZqE@Ipi%ykApPfNd-OZ=;gfISAj*DjOECh54H>LzB0P%KysT>nZN)Q z4fs_u8UJ6$!h!S+lo-({UX<@>_A#PTUFjhJZIJsPI+8ae&eVbSUzX5QpmZSp9w-J_ zTs!;!u>89+nds{%F;V>Nt<+-jjKi&W&n(u3?$!0@Rj1Q6@9UnSTx}I>U-^99^1sKr zBI;)(Y7jP3IDT%lipyXh*Li7tILj@isSTHtUBrVD-J(FEwI;Tu@%wL{MKcmL(U?a; zwlTC&^YftO^wGyiM6p^E(dhV4Pi-pW+AmGhl~J@K7`4w)$C{&Pr!ZvuR0wP6-5USO zf?cLS6+>B-*R+vBc37_q$KLsZ6fy-uJ|%9?OQ9F2W%~VqoN~~h;4|Y$S1mpp6b|3B zplvDI8?1!=Gn9H8TOs=6%QMSsmOOvC*)!o(+L3|d!ASvC_zFQX2NF?`WV)xSz#>7` zI{Nq>jBtC5V9N;E>-TCFo(JqL=P{+<fiYDATK zJ~qo^4ccjVcf4^HJ?VHRPAuo;aeG~|zT76oCFzNc_hXK}&Rt*PS2qFGtK)aNcYPUO z%WJnTHg-yY&G^>*0wDjpB_e6Jmghb^muS6zd9^lsrcgc1e(_v24-}*a5o*i@diDMd zO4mMnU!aM5{>S)YwmGue?W2|b$jRR6nSXLLjd!u>C#DjY=g|}*`utz??)Dh2SAO32 z6icgwcwTydmkhORt4kuX02* zUHhspvWQoWN5 z_GvZ|AJ6?V#jEj+Ec05{E|x>eiAkcZEWiN(Sk?Y)Fb)_U*Rf6rM%YK6smme}p&kCj ze0TF*LS=&yCu&T zTSJ7}N*QrVBkNC$hVg<9ucYAEkGJBj}Mh}TP}~Su#2L>$)_sk_8#X}Ol{W}o!&F7nN$0(Y)zoc@g+G0tYdG(F4TVA7d1d)Cih?2A8jt< zSwLYi*3~*bkfXg;W_?28F{P5-On<>zNahqK+4${}6V_I}&+vEZL@Ox5E$jEi23_ztvej3ARW}(R%-vSI# z(02VWF)MiQX{>lbF*Sg-6ku1G3^NP8hduXcidVn{`u8twC>1l#!_%-F5%laSi?(F- z4-B3N-N7)&n(Za!1mW{vwcq2VT3|{2RM0p4aU{da)wQmy0q2ca`Suk(Lddr|ipzcy zuPu*Qzr~ei2umY#p9cHU&k4}zFB*%XtuK544Cn9G0XU&(hTQpS1%7cI{|0?qRq_d)|_Egw`3;{KL35xP`@nVNY$wPGNQ=P!7+;%eg5Y0ZMs%^rFaH_@w(Oepf;$lKh}wlWnu%Gc(LS8N1(p z4Yth-lsp1Gf!Z5Vh7HF3x3P3lEUdE26q+7cEXn^QP4!eBTYmN814wf5|B*U*h5sYH zX<}Jg$C6bfRA!?8N0uwP3Vh`F_jJBffSi}e=u7_KO%15iw}%-&7Fk}|N*D@hq8~F_ z^(bu&*Lm?pvbf!AW;=xJczelSlLMPzj31LL?Z}Kj#>Cx1=?QOZP9wYuyuGA; zx9{sY2Mu~X1ow}1BuAzc0@qqQ`@_q zL=zT}+e4>qCdWCVdo##?=hLo$VFJ zLI(60jb7Js60msYM=&pw5IhxZu|#T&NT~V+Uv-UtR226~fC3e!69e8M!Q)FWIM}SB z8CyQ)Uv+HomFr94EzexT*2|=ab>8-p{a}AYLowWlh$?(wRQ1BJ;0KwY!`v5enHgmuVjSG2i)6!~*Xbc2hA%}oW-@LC#D>TbbS^3u%_IHvuSidAs4wu-cWJUk=5ddn6MQ>gwh~Ku7q-zLM z``iz5@Zp?`W+>bU{NP$DGA|6Mk@@y#u8!}K^*&o=F= z7gqqb!49WcAC=J(^3Pl+Bzdxao=CAcOdv{Nm?uHppG=5C^JB+KH)gmj224H_Un*wc zfAov4m98$*?*V4C??GanuXTs_NM@?{E&yY`VY6O_D*R6nALqc$s0rgKMdiE!wgHp#fBZz&-aLBQbLh$o>G7fL9_( zZh5%9wT0qw+Z&hzL2{s-xGIs4QUmKYi`Vu2M^@#=zjrvaK`7E`#qQ;~^$L8TyEmyL z#e2yH7CT+fA_|o}cjh|Yp=O~-FVI-W4)72i6FRBg2M6gr9cVo2!`#&HsFbXAOsP&$lqOLI6El904&HTXpLGSH zsOnP!%jzrxr%*JSG;q^#tD@oRlg2X5ok> zB*}(;XRx0-BTOB5jvZIHqwV!0z|t-o;z(cft~DEn=T0Httsqc-FDyh&pX`F+n*;}{ z8&`Yg)g}>esU#Go>CaK#0{eV+r5+7=ulsLcN##buL#5Bj|`epF|3r%iJ6OWPauimWVy+Bj47{TJ$;QSaXoIuz1C4_-Jq z7fjhTaoE~+6xhA6AN-M5Q7{=RhsVnWKd3y=FcqB2bVuSdwn2` z#ny8_%@7IcyU%;Kz*9DK0$B9)fQ1*w)}DR>rGJ8tzKtFB(qcG?9O(ZpE;96&SbJ&4 zKxS|CBY>$?y~XreyciRC(LYBPjx>rqpbrwiXNrz%co2G086$~;Kgdh|+N9g!T#gxu4*!b0Um?N^pr(Vs4y$(~i1&;ME-bne> zz8GjeVAGC_i|{6MOti#i!~y!YVBXSL)>}XoG5A>z>kHJ2nq*5v;_dHYz)O~lV&i0{s|W z@fxt>{Oc7$Oe@5a>dj{-kR?w!j~vzZnQFn$s0P%JKCFYse7+G-#UWoSUDq;{?*~Zj z!kGap+I+w3ipeVnC`Lbd$?fcd)6dlc4$ho1e6~1uRm!vSyVLsBuY7%{gUejVKdsw? za{dwQv!Gd?rOY}<7g|s8<}1JTwy6KrCDlejkMJ;car{X+7p^a_w$oZIEc6G*G2nCl ziR~4j0Y>AE7%3c!=+Rd^IgOnM*8LgMi>f8;A!PR{s|`JQ_gph~bIfW|9E_MWc+LkxdI zcpYtt;x+>?uCSUM{*9o>hzADHEbs~8EA$gaGI~T+gP(RybvT49jOXVQ_EOBZISYX_Zj<*u>Lts7U8r#sE@e@JWPY~L7>m)we3rl@V8Dm^ z`hz!f^abkB>Rv}K?Y;h|OeJ5J(5!Ri&F}bBfy-H1p&*&{Hci%ZCCbc|Km$x<%4fHJ zisjO8zTXY7{Kfj4rb+9wqV!=LBSfr&$TvvlumcZ5?MX{1%Yhs;N=;!C-kuhr*+}&M z_4{lMF&eRXzF%|ZNt_AQIu>I!vlBJzF@5MCg9r6k5T*&$5qmaj2#&U#i$i2Vvp2WQA1-e2)V^2o+TY8h0!Y^TI zpAf&GVz{&>D1(hCN(o);a&%Kx^_<$4&wqG|_`|>Sd0R&vS%?N5?b~p;kNQE6zdzpI z^ZXPi3o%P@ctJey_dZxacs%i`9#aX;tF(nYy+mmisrrGv+Q{;5oY2wjN++%z%k5x}yUNJtAXl zE`K{En7@}M5Yoq`a#)oja35`*(9xqkEG00`@rYsvw3xVFG`Y-_c|=fjQj=SYSDR;- zg}gHTz02dTl->d$u2DXgyvIiOX4W8IhB?v<(35Ruv%R~p5?5r{ilr{`i}ap;(4e$? z`)L!Wvg}&xBw>y`d8(UmC*KzhP_;BKjn|e zYk0(@BUuO$sZjZOF`q3p&^Aps{(48Bm<{E_>`U_J8sJMN5;3DoZ7q#pls>=myFDAG z5CI@Q^`bcX`$C6>*6ZN1}C5* z`5e2blUys>N(Lr8QXKa1cpPBfW^-#<9jTT+QvyBjaSg!u^wF0t5YOBmGc`8w%@Hq( zAw@8ZA#dDX&(la=O9)wPFC^&H7Be$8Py)Yjrd^f)ZQ2B&AC;FPEBCjZ^fi(4K@JiU z5scBfd>H-5M9c>@s7lI=^1NM=|1GKg3t3v1z7Ck<_&zCSqxi|%t9=UGSn_Wkg8`L& z;h4k}g6^jcxOApU5Q^Zq^Of+jqc4qjS~#)&qA zFRZC&P%xXIB71F1AHY;;>23k8=s7bp&zjhfgfVOieOf4<&0@RSxC)6?mLjYUr84vqIA_maF`AEB5&qnh0$b!(j)X8zTzBgzaqa<(z$~)C{H40@N9+#AV%%IXbKR{7{SsU?1VE<v+^7pSS8ZD!2AZAo7Krdbl%06KJaCI@NV5wAgx#JxIflF&`j_t#@ z9tdJ-pUGQvt`i4Smhpsr4;s^&tN14juw^7-ubrW!B(4UxUoAV+=`Z?Ldw`IlJ>Q>RVv}4L^MWgXg)z5((a2t73x~R48A08? zU(aB9uxON~LY6ce`!%w+-UP`pd3<(Gq;4f=(~ltIMFC{bi@s7rTNe%tS~UY{kDN&x zy@w)!GC>5n4_}qzG+Q_F7^2@y|J}M2sAU+LsYV0~3ei$&OLzzyXkz`G3w8xoU!7|{ z5>?a!V~zFN)^2Z|ngJoyCDVse$vtXReuGC-&0j0^au{FfHcn2&j=p0_I!(%hlV$Rh zG>8@IJJo*A^`%BKT(Gsge0Y5L^Oer^50^7%Cq+TClYNxM4us?Fq z{q#P+En;DD$39(4zJTkEV-cN^QN-9IP*FGC=|B{f85IITlgY3B{{Osotx72GT8b` zVs7XftpMEjTJ{6BIU%NF-5~LnCwMP7k2cQe6@z65h!hpgZRrz*$b&n^q%oLC#_h9x zsB-!sUY>|s&GV2{&&Pu1x=tY!G%e$D3c9JS)H|5tLzEYB^X7yprlkKegH$4`9y)NO69j5JHHD`q@S=k z;s&AI(l3*pm^A{KO+|cthUumJ^(&Y)SRuEp@>JnoVtlu;fxl)FKlaVgyzc!+|)XCZ`Klpr^rlGg6$xef%LZ$d@Lrw@Wm-sCEx zrA=*@D7`bm-`FUUL|$-J^W3n2`S$g{pwk%qKuLqW!EjiE?IuyObY(zBQ_C*hcb)!* z3mK$wl}fW7sHRSeB)M&231+bzi3f?aYorWTF-_m6=Q33K6>y@jC#bzxUyd^K2A zJk_a%aEX!8ye7-;6V0gmsxomR_sQEso%3RgBIx4@uRvr7-`2ojL7ML!MYuA;`Q-Ik zWLy;lcjN zR_wC6ic0Sf1KxuLX2o5?GjZE^?!A(UIprkAnUWHcX^meza=CdcvVXkPguQxC?NoG} zq8oMxl-i6Fijqqd5o^pY|8UXn+5KbRK<4b)Q+cLx)T3M2UxUbk%-~+g4iZqlSnfkh zTW4uk<#!S*18{f1qvB&CRS3%}%h)0^k(jLs^ zc9{f7Lp`^V=S&zja~4L?=-L|A0J zms9`*?kyY6^wCaFiUY3e-XgV(b4i87802O5(nw&TJy<)><$;G=*E$DJTR<`B6U_5z z@pIL>CO|9C{R(DZGWwFV08m`WUw)*IZqVkClU=)&l0bp#V;-{w+l`6IQPd{99{0n)8plAds;F6q_HaEp&0Z@ASH(GMY7HN-xqGJ@ZuT z)NXomA2#kl)C=kp?G@OPhj)yP^PN7p02;Q_UdIL1&kP* zKom9(Rb*5BHDLJ(7r@qR%{)CcsLdVlo=H!KKS>wc5ktxR#-P6B1~F;Cczf(=-QMC4IlZP-%yNJ!G4sXv<@D~y zp;!92?|g2AQ5`=%1_ug|8wJ;xu$x`pk)m1-0|vndat5eKDtuY!ux7x#R3>h8f>w>R zhZa*gF@qv>O%50_lAlQF@Q0uFNrWWhT$UOBocp%k{|C7Q3;xM>a-b-$4REfi|Di;PWlBenJ0Cr>t1liGfKPRx&WIU#)F!7HogQ{-a zw;44kYOJdNgY?2LPSqsiS>o&@1)b_^%?bMW!mZo0HM+PM!~1_IARuVQ|D*l-ur zC6L|l&4H+ka_RFk;S0p+L`{9z_@@2%ENBit0;*v59}%|Fk`I3If2G-O2MQnlE76AN?N{#8o zTTZ?t`!Z=Z0|K)x2bKfnwi=*&y(T%?g2z21^R=zQ!5_bfEJ6UW-m>3MkEgB}A%IEo z4&eDF2%S>!M=+TdTA9&r85QQ+d) zaNNCtJ3?AF=8#LM%*l-f>(P)ded|yyZ3Ult8Y$$9kwsH1WT3xLd0q*B0QvC>% zN}NP#I_{9)e40OaBr{Gi&RNJjF?2A))J?z{PJBm?7SG>VC+HNFi3n7n9KRbWv9b(D z1QsFVE{&87D+;eS4XJN*RXQ$Y-Q=V>uN2^a8F_hw^+s&l$^-oL1~}RikA3UD zOI2rwG{|S_Zjty}r6u7_zQszFH%n!YjVwES-??&&{=aaV-Fqu~I*ht{UU2e?Pj^X5 zKby{DIP4f@rVDQ!RWT-V0DiX6@1uQb>1XOQ7wzO?ve?04u!lz3qg_Jb9Lw?>8Kp z$z1csX^H(zrKeXacznCGLW6eqBFRQ;HVlY%=&qR?N8n#ySx<(9Z)VN0O#>S^ACfkW z!qK}q9o{HRF|Hi4+YTVoS8OmNe(4cyfsL%*#ubIIC&HPAu;kkatasm0dCzK>LHAR< zL<#Xm!ItRov~s?pN@FpYOh5*O{KtQP8t$#4*=xT(M>@4I1^?CfAf$K+gy^U!i^b0b z`0!qZq|sh0;`N-AW3!P0I6 znc@{V-VG08QAw5Yev#?nONti$T_zeWf?}s#cl(wfe#w~drYmYdw6A@(%D|S9#5LP3 zn$oV3orEGPtf05dZ9}MEPMVPDRX~8FM5IV1sLun5*;edZeK zf-U)BD*0$sHR-w)a5%n}CDI`KHW4mxhaUK_9v06Zoe?p$WQvrh#8>mc7xxOc3{`wZwjY4 zWPdv?fJ%ii^<9MwcsIrQ@Ty4bYJUgbDemX|PMu_WKk5a-jgQXwE5_uUMRI5(MKe5& zfW797Yvon84xr`|r?A-9w3y~Uy*rFvpo3ipS#dkZD)B98ghHdhS{=>@CikSxwGs6) zF07vl<`!DLn_XDn1oA=To4$CSvymdRvW$R%KZ(;F_zaT2jP!ECI z199SzOSPA}=B1<3@0lLuv|WnelB;tuDCdNY-|hkn=S3*i@^+{%M(>i_eETMQBq+>{6foXLme~~S?PReriic6qiV@sL1>KGxNT1%P z+#||5(%x(vp9=k=NlX-ZO9O(N*?i_vE6E!OniLKa>0B21d#wic#2Zb~n}%<}3#Szp zQ9=r41WZJicLkgjDaeQ`OSHFqOUrIN!+4w-KlK>u%v5o^EQSSBEB}N!HfAcPS}np7 zsY%S6UaFdnq^U+DDd0!Sfpt-NpDc!U%{lNxZ+{vT)rsf4R5#TSmTFdBFUb5<(%w-@ znQP2gJQ1KzYFO8L8BD@Xglk*oqp99r=Ho2_V%!mv1=~$Ic8sa8XShl@FZ8Y383dw7sX?1`DKjqM1BZ|K)!$@k%WeUJC*n9nz+JJDw>r+S>>M`xc{yVu&6BI zfpA~XlDTtm+de*GSo0dIdx)4fd1tNtRuRM92qC6WiL;}mp9fzF79hg^)?;)7%3Hbu zK%G1e(V9_=hJ^b-lnp(5@>oaK2H5s0g?Y@4^848$C_iTx74T>on1_u0Q(Dkv3e3Q9 z41BtMk?E^le>ZQcM&Lf@rEl&t=8ExKYvj>Pt)iyY`cY$~Q_3RG$&QSOeZQ*N+;+PZ zbHr9X=A*txCHBbyKQ=Dvu>F#We)-<;nj(ZnWkHcf9-)OREGMd>xc0l{Wi0)lIsf|F zYMCT8!4;FLYFge1>@zmO)QSTNdRuOIE}XaTYV+mn`$20Wtd`tQ zpZ2!_mE0BRRSEfvn5NV}}Qkn(Oo==a)8Q z%yCKCUq@LQHqteTVD2ygP&D38{CX^+7wL0Jr1>J`s#|c+KiXF`%?I)~gox`4d+l+_ z5-k&YOeZZZ3=u25h0dx3sK)=$@mYPXM(^}>Yk=Y$-%FPIPz8g6B$zx_^y+cC<6W}L zwd5JUiS92B*Ws43{ea*@n;~KjY}uc+gDAH_nA8JJ%4*S_a6<^pGsN zPT{;>&)l!38Tx5XsnOCsQuKK;Np{IKp7poFrl541vx%J`=ojcpo7 zkA#)gIM7hna`>zYYThC&ni6CpI@`Ni!WaF6%8IZ{8BOrGk)9l}E^ z4Ko5Z%fWf!J%N`5i|$oqON@$%bpv5#Ocz^4l%*U~4Nc%LsU)Rp!WxD}d9HN!oUwEp zO=$&_Fqv?mnLjYs!Vge3+_bvXxfDX{4}82^*;IwbY|u>Jkv>Nk_t1aa?0MQNxU8DO zu+q=+c*%2}{&KGgtG->OC>xJv8X!jMCd@rIFMI0j{6h=h@{58olEkTD}0~?gO z`rFW%zYmUtq=Cicx&;3GtVj?-9ewL7`)tcq0COxtW)RX@D zIb1dC_pywBC8!nuN5wkt*py7^ z*Iz`mYQZweq=LY501qaz`du<@+j;S`d`#pEQEr@`Mmk2hy!kexkX4#NT1)|Axey*F zAYDewr4k)B2SlmlbqL}BGnmoL?QZO$=yXn)S+rW^^-r$OeR0q*pC=n;#9VEefm(=J zy#>BFN%1`srq#cQ>5BlSkT^*#gSSIPE)^+eC%DpyD7_~%iLC5LwSr`N5E%sv%p7TJ z4CL?VsCDx!*GL|r`_TWzmk-73dGd4 z!@AlpY;3`fnkk#*uE?9<=TjGYDj%_QRpc3m4kJ`p*}|`9@}ZDN=BvN1w8=|MV`YTGw zUHSBCM8WW>8|jp|c*0=c-2RlF<-!a8Aq#V35(j1%@cvhmg!-QJ{V4^@g>kkaL)ZnX zDl<2@hg-QvP@;81OtT`R?Zr?X9;269_U}dkV)Dj8&`G+8BIxO4$9VEhUbh&spK8Bo z=l*Rp*vt+@?s3HlG_;5I`iYLu)bK}U=WZN`KgRYC#=>{!0qndza& z(cZ(dz1quqy$pJ%hV3@G$|~I~znZ4!+%e(CEKn$2n3mnqE(iYlZJQ#~n~Ia;D}-Aq zmKnL<`2BFR-p%~SB&2Rpsx|rh06A2NFmd@}9;g_Hh*8LUEZPX4%!?H60&dUF81$6Q zs@b^k1{;q@G*6W}B(x=b)e)zei6N79iR?nAx`2G+WF0|j=;q{0rh7eg2G1ydFYjsk z#AR;XB4hPZiuID2mp8+iiVp-VDCZ?;3iMtwZB7=*o1ll}BbQ-Z% zBoI`^asCL4^vZy0MF#&CqFCiR>4X^hFYYXRDrrb2a!?e?I0gBM>Jv>v@gdx`kd>VbY1H8&ZQflG>)y5}<_I5MA-aROat?$U_hBTFQVM$aw)X{V`C| zm8L8-Nz@@b1i}XR-qQ%Jq-x6|eUFC~wQ2}%z%5%;X``_mwzt^YzCFl(Y{JWjAAxjL9t+ufN|p$;z}pPq?e zhr203_A8NBeP5mGr5D98S15YM2j#5kuL_Aw39YJBxx7xQHI&#lR0RuXreU(xauw9O z=8qa*O~Zz(h`t%#fJLV-iiSTDAyjU_tkeF4%(pxhG`sSaYKvh^tvqUJ7l7ewE>?F- zXLX25Dww4%#gAt`cB-$Cj!j*dFzHc;Na949IFp+Rt>-F@b0Qx1m7T{5MFlJ5MCymI zx401KH8Iio>xlf$oJ}Afte73LF7fKiyuU19JytP9rt1)}Z@0~PY6@g;8*rWH{94kO zcvtg_N%%#K7n5e0E9N3e1!oOrh30wwuW%;>v@vg5RKW-iuv|41m6|EiM)Ue9=g>m& zf)g86N_2Km#mhgs+uv(oHM+ec4N_JQ`xi(#aG6BD*MxYs^>`4U*Bps|RQ)R!KMKy* z>-YzhSHEAZWfp%uas)(0yjZM8zkT(xk~>lQd!2TTQenjf!PZU&5a0GkV95DNllAt>`XpZ^`!#a`Y*d3yfvh z+}(VJbopOopHQF(`9LkNiK^5hYl1p_EH8%~K0Ufx*;B*Xz#pcQMBN$&l;9qW=6_fn z2+tP>Whsa!LzvQP?SK}o0a5NtJ3u+JTlb{1og#cF<7jataT+Z+^Oj;maAiR$>mlul zaU%uatS1LJUPeX#r<50=V{r4oQX*IJ|Ca6+to`{vc>O;J!Oe;;`S%LEh;`Q-TQ-Eo zzwJ8bBLEt1D1ciJ;VO8-#zG)#ZQ~#kb*o8HC$iCkhCk)y9AXhTA%;Ykl2BbkcR9ArAxMq6nJ2~ zaRe@ccwu5S39H|=Ch7OGn|wt=Erf8k)~3=Y`9GTO)&HYM2>(Y@4;B3XV1C_hjUk*L zVXpr^bff_IILA1|Y#9&*0kC$1 zKBR+Pk-1%G9WF+$`^WA9(Vd*DO++12{gqzFcFAY?6e_)dg0(Pn7KThN&=}d%h*oKT zBNv290c?PLN)7xQXGy3Hr|h>R`bVh_0m<~yCH>5m9Ry~rFRg4L`OHNX{C_Yz7+h{Y zQTJ-rd?xJHjQ$nQo5tU7Dq37w)QUdIetT_#ctv^`7NsX>JO9a{)`rs@=T%55&_?S| z`US23kiUDVd9^>Gs~f%Nd~MRi!u)b3&+c>8FvpvQSZ%Ax217U>!u*fVhmiui`dv$s z{$H1n6zH_|-qD?wRthi!DCGZ8a{h_U+)InPDP=JVwt(ekj^bj$B|(zH_* zEhwN6p1kcsY6VizpC+^~J5bgK+(>}Uj&(vp z3?{swOQs%&p%6Cy)RD9c)uL0?P^|w4fAggdrM)*Uv4^uwAk0~&&h5PGBH(FIQ zjH#zgMPM0%NR~Z{3%rlUlVdud$JhXEtnlRCa4Bvtqhh*bCh}~ga(LGX&pWvDG^@r#guB;cp4P5#3_QUHKX8`?~z_h7p_aQ@T)1A*-V zYvMrsvrmo^^g$)}n6`JAT|EPi=H8Hl56Tv65$|K?`_8m9DA7KHICMvtN4__NWW_Fv zzh*6N8H21eU!u3fH*z~Vx@b5GF9Z7XD2`v0C3l zP*IsCIYqtnojVE|fCv@L(POnve0T}F5rvDzN3NUX+xf`V*6vBxPTD@=Mn{Otor{=4 zu(aX$&^ZW6p^S8}lcGM+^3(F*4gNk~OM$IWbT?!o9-b%;7}k@awj^@t>@>sp_8Re5R%X4Tp2;1e2$9M?xO_o z`aZ~$n5aOj^;=n#$~S2}Vj?A60dtmTiZDsmqha8dir<9)a3l)RrgeF!8QBf%@kRzx zdF)O*hIeCo-r)K6C)#kxjp!Njn{@Q-uFs<77mD^_PdV9)OuAHrj_Bp?!LrPgS$F-* zD&~!QdN6lLF7lPN2$zD}p2&^@%XpzWNAq!lPx0%CGr6yi(Usx>dinBj~|YkR<> z)$G2Dl2eTqZSTD4xVAbOrMYfT1 zg{!w<+0buI{o1(Ask+Gxy$wJU`Z2B&`sJ`#kvsEZAcR_ZaZRtpIJ0AE>tyMKt$Ta&e3OdPDzo4xgQjZ61#Y?0b2E&jo4I$1Muo$IPU1xKNLCkq z)RX@B9hDd$Kw0W^IKk7lczSOV*KF(Wj@Cc5<(&8HfFX#xTBSe0$R~>Xb}Q@v&6I3c z*_QkGl~A|_fFkww8ke{;txROgahmbUgm0Av_|ULgIP0vMO7h+|V@0n#OrV{8(mz~F z(y@7s7Up^`ln3jDga_p+xS+6Inwhnq%y!F!`3Ssk-rr^V+3E)a4jOj1>I%~gOwPlQ zGHz|Nf%!Yxq5^F+joMP6yEWEgo%3lsd%aiO5hotwx=jFEn8#Nz> ziII2Sv~|3NXZVH(64Ej6(0m7$kZ%P*VmNvApY3kk7uFm(8g6?gz#*w5xgH`uiDf;$ z`hu~Loxj`KK!V4VxTMIZWs9`qbq9$Y%p{L=_-AGvtNB!0$LGkr3aaU|_0c5*X5z+Q z9On2;sFBEQ6`u?B&a_Xm1n4RxObmdO1l3J6#4VeZ*UWQJ%-$q(tBKC?-SWu zMeD<@izd#_ew#?(H3p|M?(+2Om~4)0FTj$iC#=qh4#3;XMJk*Et?k}XPvK-Gm20aP zzvcVPI;B{m97a7}%@S?ZSfnQFah9}va^U?28{}ZID_2j`-55?IwBij_UzCpK8b|~L zaX2u|q<85y?6svkTgpZ}C^$yg*-WqUtvph*)bdmug6fNYNBDp2takMcmO&`Frs{>I z&XQliXie0Ugaiad_szB#p{nM54Q5+4At}iMKMFMI+$~$Al1t1vsdH(Zfl zMoCKaRybvsS^q)JK(cA;f9y8HI7U)n0NY|Xt~Q6*GGqRzH>K4A4CXaVcm!@0Km;=g z8C!GrIs6gXU=m7q_Ai)QH4Gm@6o?uFUfU~NyVEk?V86jnfwO(N^K5=FPl)S%n0^_{ z;;?9)_x~|=m0?jtZJStNNtbScrMt_e7MAXikY2h|5EYT7OH#TU6r>wOx*JJBX`~dC zM!&)LegA*|?s?90&d%=4wKM05`>snUW^QE>Ehqt8S|tgsVbal6nF*dtv2A{U ziRuHW*C@0>oqbniY zRyvUEL}^O7?>vydKim+Kte8o`PP#CMN_N6wkMSiV0#$RK+Ad$9M0i)=FMU@sVxYVc z%u(uxqmjZh-vbEiWQh z!Kp@XGFj1^zIE{*^3#pr8+tCjm(i znTN5|#i{T{ZT|@>`a8JdnZ*HPO0~mL^U3XM8@~bFY$HW1d&|$7QcO%31@uYedOx^ID$1NgM z5`r7l81u(nsMoz~l>&`{455DlS}$VoGh*=QYv9$EZ*5+^H0hF;84;fdK+eLGUKh~d={owp6?DYh?;lnTZ%(5Sx{vCX# z|1t`dJ&Ah}_L`y_IXv0Pae6kekXMfe^cSguwPeCyFd^E^W!>S?={im0^NtjwtIRi6%Pm;wA zz$;;B@=nvy9ToD%d_We^arPaabsNO93sg0*!UfdtbWam?Bxr@{@PV=qyYb%|fKSSC zuXVk)c4$OYs$GuC*-(My%&7zNVWEs}pe%@0?{hV9k5Ua7{b5)V#FzFH3rNIKU;f7_ z`3?PN=eRhzqD>Lzj=*tda1*8`8VURs#flx=O)O`M`SV;co-tbP>unA*YEcGUJoIRe zk_Tlh6Uhjfb7n)O%S381mOrxu3BH8H$?0S?fD1Js5x0uptl~*pPpcL{027H$Mq(tB zD?mhI^$1Zs`q_;jSwQCzqHoF-*dPEV=24$914J2pWE|J}@lBtMpX?gbTnKsedo)*R zkwU4JrXDu#?h?o-<6uLT+%blO2|*moWL=fOFrFuCA9P5!iG0ZN8(mC+;8wTDX}Mk0ee%WtKT;0m0aIffU7{7Gm_UW*V3UkP48B>xCBAsqQn8N+O5O-NU%G=$rw)!qKI%?El zvAxorwNOG?IIRtO%Y~WOtmY%PMKay54{s3`jjS11UH|EfxLAV zcUwiqTMpUBpnqTUrkZXJ*xlgpi1k~o1fD;80iVz|O1i~t5_6BEHfj~?Mj8>EAI-U1 z$y%~Wau6K5YVz}45Jxyy+0=N&JQsAOO^E25nxF^}9OEML)i!DIb#a-ODiJ<=C4h0| zcv!It+QspBFQ8z7CY(AuU>@%2u=Co{bcy7YN5JwzWggfALv!^OU(+-YTikUs1 zPJSsO_JdwiKx;)=`*eD-*-r$S-4vg@RaAR;>6qlTY&`(11{-*z6gTUaxF{Pbna(Uz zlJ$ZWr&Z;U0!AaOwV=4cU1vkI=cv8^aq380jFB?R{7I+NbFXk0kVdx^Ub(oY03WO- z#WswE+i}!+#1KzW4V^na%Mi_C z0<;S!Hhn8G5nHptER6~Df;_``PNQKgtqHz@&EcOue?VOe-KcpWkZ zvY*UPzp!Q>pC=iA2$D;svW-fa2+gb7+k(TMPm$r)uRLr>#yPSDCknLReLvXxDBv=q z&obtI^FixR42BRV$@tiW{W59XL7BC zQ7It4v+tq}D^B>h&TZVTZ3m)_(g#h{j?qNN75j}W!X0Ba8dQerS;;8-p;cPv=WX*d zR=6}J`h9wt4KFiB< z5Z*6ZS>J_X(@sJMpQ$AlNJ-APUEa8rdj7?=_0Y3S(bdR8VZ2|K7i_e0g7^FDe4O@+ zCA4U7-7RafJ=yS~EPnM2Vu0lC^6=7n@mc2lSR^VCZ1<;hD0}6CN%ey4!EWbv>DZpk zlY8@%(vhsLj>4s9VU(a1_iHqt z8l2yR6qn7Kgf;z2$*l6AZe2XTl*kT;YG5_miDGF-LrL^YY}F8_Gq+ap*qUM^$g$?p zJExw)C5Pl3&U4Ol){${L*sPU9bX9a6HjFP(($WxZ)8N_0iPop0r<3TP*lTq`MT}h% z&}gTky;zJZq&RVZ&3&2i%i8wHp6v3ttaT^$dYyQE!P+Jw_b11`!}6H z+0g{qq?1lMVYAuj=n!mpw|ZLyHq$-j<&W^ScK@A|z(^LbuXGxAK|2J+IQ39-{lltwx-3OEUM zR`v96+GoB$Q_++5UlDp@?fuB`qjTb)d8N!7ob=P!Rp-Ni`6v6K z*`?h3)L+tSBaR2`K7mS8VDvzI-m-@uAh%Z}q*-##$$#Qqj&`022H&9fuz>fvk$`A0 zzBL5&%c52k+exXQbccpM`bx~{k1I{6FB1qZSN7IC#A+=vh#g>Y%dz~K z$HqyF#m!}ANOxa~SB@el_XB82zk4r7a~bQB=V<7fYnkd|aaR`hR+LV;DbAbdT35U% z&XjK^f9#+bX19}A*p}T?`2Br(O}>PlLE5aLK@R!j0!sdW^PUVt0qG^tlqmdt@XnGY~Bu0tCFtAhhsU$1(g4>3jWtR zlT-Ir#4bj_an#MFGqVmWCfBKxuc;W}wBq&`nLULGTK*7o$06A8yD3Oea}OPZcd?%) zjcQ}!M2Jaaxh6)GPq43KeP4bNgpT_n()8mdIjAG;JsZh`EuD-RL(;f;P(S9}M85UA zr~zjb62sYHs%9QxBbw+dq*%&hswrYfsv4nhkYRT}j=}ydY?<1iG&6l~;N!!AJ<-xj zv6JJK4nVTGSpQ{KGf-3fo+6R_RTSr`o&S|L35e{e{?_P@e0S7Zs}s4ODrBSOUL!iY z*FL{ZZn0^>Dlq34Cj$5wOYzSOa7zU{wf`Ungq@m^<$`q}eV-neKEQN857LT?W$hZ| zb|rhy=BZ{=ek8}QywoGA*;aZfT|>R+r}?FMptyOUG``@cU5iJYsz)5~yxkhLPI^qA z`c$GyXpS#GO+V}t0}DOldsmx7$FqyTS1tt4U0mC!peBAd5;gC8aZ76z zy{^1BelsZidb4Re$?`XfP>z9SW;v#O{}mcB2&L6W3}0OEsqgN$t}ZzLTg>Yzj&GK| zL*sm-y^P@xn7yhC{QlZD>(*5F1XLG@{k5(4P$}z;LSeiJs*adtiy5ygCB@T4c4Y^} zl{(tu{VH6%_7PR|8OGTBZpoO?9<+DswDVaQ1d!G_XEM+1j0SRnkxbyj;ArNV(k%Dy z^fvaEjNLJ;O?PI1LMWgniVycC?yG^51*e0d2#8$>W6+yB?Ik^s_05^;AG(#ix~LQr z>k!7Zf$xK^3ZQRiVzMBwTi;50*;?~)?Wg(4JO$*|siru~;%}KK$ZvFE9zS-+S?p%Ve3zHvzLBwRi|MDczR~`F@nnT|2zn>v;L+i@E!wseEtP zj@seR)(~U9NKM8B?wj9mBC66DYhr8`ukd~PD+yX;xl1b4#b>}zX$oT4?B+=ul}n*Inh(Cx=@YG z@lK{3xdbM}j8t`gK6EY$i%0cckUN!`G@P}Z)aD?{O$O)?VUAuZpTxP**FQYtY@RIB z&3hnLR=T*W@4jnV6wP(0F-|~;GS!_gFT`8XJL@`i=+L=72riUJUj>J%rR?l{%g30C z+RxR{HOt*^o9st-qx+k-xbD-4@aKgKWvzXyI4yoxR{?rDqagJ-*H=-D98e&SDjP}O zM>0C8ey6y3{wL8;o65{iwZAO6g{J+v3<2W_zddZHes}Ap*8BpXuVj|g8O{3(@3l*l*J6sQ5s~Ory)ZbQ^3cR~;*rq+(+V3G}y> z>Jy13HwvjR&-cuTJ7(4Xs;}S4ehPnzZ08v9Jeii{ABc$6w(q{Fp?Y0TZ7G8sBFGwh zEwiy!Jfy!4I>{Q?Fpt3v#BT2x&NH6$u&XCWCcQJ#nGi1Zc>6Ew#eNG@{O0=uhRPoMUsD@JPb*o|kta3eI7m3uD^V z;nPZ;d9*_D-zt|IFravDIMC?6)nynF&-kYIg3DhzB&mje15_g&PZSz zK_Vz}^CTg!+i$t=VfI1evt9PCQM@0I^>NrAurz%=+{JPC7!*S=E956g)2RPZY+u`b zr+UUwS(70)`B}i17Bc|<@atI7=@!g?T1NRJ#hZo7o8=tqiA(3aB1?P+m-)cm2?6$t zhRNv8tOsmdvH0~PaPV>h+ zOY4_0*90iN{l&M2i+(=${iG@V7QT$BV1P^mW7OcI76KYsB^hgDp~a(cgMxs+0o?8Q z*2EysFJW=w;^0w&eq!~F%i=cvg#gmGff9Jhu~QIvN2OwHArj2*6t!pQ; zWZp*v9!sSNv1M$mJxwkR&Cpih#O(E&kBID%Axj@H%Mpk~dAFq1gE5js#lEaErrNbIi#47%3xVkDnyRsQu-} zZ6fAJFEbF$;nw8~G?nDbtsPy7RJaPAlUK@S5*o&c#y z6UF-TOAfR3)vHqNU-ci-S+;62I^}It{RQ^6Qo}=ppKu>1&yPGl7fAN;?i3)R`q1I; zz3b8Q6=_Z@SMsVmd#2LuVbZV?xjWXIYhFhvPuC{rzcS7|dod@+ zMFexL6bW~20zyu&$A0v-(WOzNDUe{ZgfpaWr}zCJv`&m1so&S);RXAw&CB0emvzst z5dZ3KI~lnLJ!+-b30#LM!&f@+cBKh(UGu%s`=uc1 zz@NV2F}jQGZw;HBkK2kW+aYCnh699kzu{uJ zaB^urfg0_M(jE8{l@ztD;V9T>X0d5M_;H7>@K@p}RKT|fO}rt7>KaCHMbE=V9IXGl zWP@b_+NmISOdAue2wG8kJ%LiQMu0{EfWd7Y9%;1ymaOVNWSwYRt8ys z#zpC?9!cqE*k`@J0{OSJ!Ro38`>(_1jM)Pefr0Jnn&|6@rL7~Ih&^r)mB%OR-?9X3 z|K`}mdFtIg&>vnI#GW?-{|JlUoVunUZb=DsGElQVXNJ~LL24@|?+s5$uPLg>tIt{f10j#iR@wi-AGsK-Pxzt0_z$$ltJu8% z(4~P{E!RELNh7Y}B_nRhmT)|jbNK3?{j$&_$2Ae5y*|KC7FnJ?eV-1E>L=+UZ`n;)e-}S-9ry!EG zz_5Xn)JI^E$_9C@twda4Drs#)h5kHhC~DsuYAE)U>j^|s&|Ispr&LQ6AIe@j8fC0I zSMfw{tIt2#*ZjwJ0o!I&)Y6dc&>jzi zhjA~sS?u<|tB^5851>BFSFr2fF)bLv18*oge52*Is#O{^JA?!X-XicD$+0P1VkynT zKD@7~Af!W!9HXiZx;6@AW`tx2u3eR#B%Z>w?4Vrz^dH!9c+s(m`A zi99zdNguo4lckDV@aQ&u%s*r)DXD4uiEZ5u;gD7h;N)@dfE$Z}kg6IQ)^?kOs4758 zLN$Yv$E5>aLr!ML!717(8vc?Re=tV1EJ5G$Xxw6{_5p*aBBz zn#Obf{6zW36t=dL%SgI=BJ^mN+$319)U;?QjhaL%A?pE)8D2L3E7=5V1{Lq+^j7K2 zHySHW`q+7T&B``I4LM>ZKREqgh|p&=&6d*1uzJKRB|5>})Hd|b&mCz_-RiIz6Po*e z9Zg>f&UU56oUnTSGWp(lc-&cx#2A4x#4*oaq$d-iOWpPQdI=!v3E>Y(lb1T3^iJ(g z@p$1j6G`9my?QR^$%2RzUI<}bX^vH1l=idEzC8XTynGm+>Pp3MtVx<2^o{>dSK5bW zm=V#ei&KtoCn0fvowohY;lArjv3}yNoB2<3*H_O?3wcZL6mxH`p0E5XNLd0)xOIp( zzN>L1lcHrRf1!BT{c2y07|Va##`V2_BPPt1Y?U-V`1M-96Zyxl3P~PZ=ZU|_Jiga? zaQW}pL|C3|xH2q6y$<}6g9RkR`VeUuj2Gf$aZ zSygYX(HJq5Gy0h_ZgXWWk4m|tVt;MURu+}`Czs2A`5LwGjwJx#=KuVzqaN#pFv0l+ zft$f?!*4A90M*lq4F1#(zFvL5T)CDUD8<5|kG zUhG^SOt}!^KKkM79h=x-=>F4J?8diFyZ zO}LdQ5YPfb+Rp^aLw50c@7NlL-uXq->(EY;hu`TwJ5VWefc-u-vtFbQ9`N#fo}6;& z{=sJLb0NmJyKn&5fu=FmU+Znl$(EZ5nW?e6z~O2IflC4?>wGE(t}wr5-xjx3#k&1m zt4Zy7pZG!db9B4i=y%bNe&3n7S;H3kC&(|ze-{WjHs>7J?nbM}JUaigYP~q|w9co$ z1Re-1+Z+DLy=pqYqNrz2jKGg0u2gfFZu#(_ZLbZQY(qPB)W&D(^y7K`8aQkue^9KS zML%EslSTeJPS+g4r7}_Z0);B#r61z>g^sYD98!ah0h$RV<(i1kI?hw0Boepo- zA5gLJ%|N6nVrnY3N%5Jo)w23w|K_dR_8Jz7;_>29Ux%7JOydq|A&Dsb#p}K8RUs6~ z<;9}94t@MEjWZ;jBqHe-uh6zvlu#sxs+Lr38=+qXX&33v)9N^t9 zMctR&g8IOa$liSK5EZk2{Xes6QJ!M%D&IZzvDTaK%KzrE=k|rU+(k;Yn&%$&B}>36 z|1&Y?8A%z|Z|2i2u>hf3q;LoxSB=769<-AkPR)niprFG6f`wL7xxzGhUia42%I-xM zv;zFk-Cm1}4}E(*&43WN=R>h`>@SS2lt4zFE;6nY4s1cfARu&hq>aNAVUI7M5tRV8 zc7%lE7Z8J%Nd-i~rDZD7GE*C?-QoGPK;#qxM;TLy6>?-MBO^3<-iu8)u zgGy)G-O&k@kylK&e`jsOM;*PsT~xrbHbvcn2IvdRzQ22ekCMW|epr}>hiqpYGP2rY zy4Hd7P=W&R38WEuT#@@I#vt7WJ-Z6vN~5H(u^9^AA?q@JqtVq8#mXRzmg-9IQ61Rf z3{YE1YCbShBUTns9=l{VU^^L%9tnOcm^GSC2Dr*0B4Y#0dipY?=PzB%)E5p;u)bW! zG6JFFXeOp|Bk)EA@%x|s=^xj?=dV#&W`BP3e*PfdDpjx;i|QKu^ZPvMzVvqLi^RvZ z#h;^+kkm+pUfdCrjL{b4&WK=pEYgsQ--yNUR#cJb@60#X*6Pi4aqjD6zjyN?9r*wP?Dsx#GtW+2L|UWRY6nEsiiS7q zw%AhpW@b3zSmV``vQ$Xa9~FrtN%1N3Z48Cenb0UdOoLMD+A2iz#6jaF-=(r8jy3J` zxVlw-elGeL|GxR(0oacM0dr!I6n>EtaMc0nEh+rP7JW)!|3U>q?_?D_T4gN8DZm-8 zaSu7=U~V*L`FSkS-N~{v1ymBk+bXRSogK>o#+`&}$L`c7NiTFIf<#91@z+PL_dFf< zc=&Y{fF0Ls*qEBRscYhn@G;cF3pj_|)WUTcF_7z z!dXzcpgo<*d#)xU$;eT+(5F&k|4j5`s?dyGY}ZUTG!BZ3RRY_E==v_W__mdDl#~vn zt-PIIG{3?^&)J>3^lq=CfpLEX(mRl=8NmMd3M;r=ZA)GJhg{5qolotp4LBEmrC^ztQ5sj2RaZctP?4N?7ZB50*(z7fbZ6G) z(=>GVf37$+b;qy3sLSVdWn+1~%kj!lN3e&aS=R5OKu~qvz3m~?r0v=-sq2fcxJaE@ zbyrTYhgY4yYaCBng$H|EY$4}N?FU=Q)h(=ts-NE)WY#G*9rnVKNTrRYSq@rG4yiw; z%3sY~eR{-@v%sgjt9{c5XBMWRFdZ~>AR@eIgbQ1L)WRCcsG6~BEkn*!FcPRskiDCBfN+fy z89W;0@RO;&S2;n^X%BTpXt6X+dX%k@qkuC^43EY$G`_p9ItK>4Q{*qnm*0@m`X6(o zs;|WjWxeSq8*X3f$#apmVa9t}S7Lf#65%2p!dGc*X985~KAFttFC=OrIJ=tms+d|> z0$pnXLBYInr}YFDGJ0KKav*&ODsYUHx0^5&i+;nQvu~G{A?yaIwtQ7Q67p$_%3B*M zLhAbYWk|ZkFaLu;M3X-3NS8LiV6HRjNJ^Y+H(d+VoF61f+*8BKzCp1V_>;}33@2D8 zpuW9hNyX$VCZodExD9@cQV#|L8a34Ip^*^*UX`Cv=sCh4|KVh)r$x( z-&)jn4HhuqK`u1`7i8uMpO~`P9W-y7qOFKx5suUda21?Z(O{vLXH_#*7nvcU`ljW& z)rzVqK`?W|KOhe`TTv?U3|*I*H_rsFlAIZ|MNQp&7#^_6=pAhi+Z25j;wETth*qEU zUg2mN!|NTb;5#1PE=UjQ8C?`lPVUSrl=OjBbWsSK$1zI#DV;=aW4~p8BcS z&%Tg&JmCA-4^~{aFPY6{(*|uXz%(t}L!jAw{(DDvbAh2mD7{FDcl&U0(nq=0l?)E_ zU|T6q()Txf!P$)#eDJnJZ>NDX*{44}YDACIrzJ%-gTu9UgoJZe6Cs*HW*LFOV7a*D zBTME^+?$UuD7ssJaNRj3l2Te)iHHu$ew~P+GT<;}spVO$BVCRq8;p3@vBPGx3mQRv_8yy`F&syuT^)h<&I67W5QcKr5 zoIZb%EME%kQZOx8^kViusrDtV0Nf#?y;i{8Han#g~Q(o{U7L9(pVpLriNDm z>aGk71y+{ZlOx%qarK&qJhe+C&t#iMGOSH8@W1X|d3m5ad*l}VCdLeRiMC*Xv4D45 zzyhY)9`P?Ov|s!r3w%Tvqm7AY?)qoxBlC5h`>rk79=!I-;qRNhAbCM5EW9tgr*?E_ z_Es(B<&j%!H?tO@*truR7g%;glIhmSVl{nDc!)D)lhWHD;@oE~ImSKkFnr~ei%ZH+ zQ8=LVwziwrxh$(2q3bK>$0h)IfdqqV&i@1lg=YtrzY7tpmk|c(_ZYLnj9jo5}27 z25gO?jhD;c^=F=*tPc9yR@z9jVAs|52udiSexG-b-Hl+O>Wz^w!D(Q_l6`)y8GH!t`d_#RXcVT}V0zV_2vZ-194!)?axtXu$iGjd9Z8kpC&k zk-!kqpUDtz#Y^V^wMb1e{>)|<+jxBkGtjb;C@t@lg3Sx zjGC0bq6VdheqNx=;I6)zF#+>kLMhc4O76x4yXF{SJmUO(4PM8kQ5n4A_o{QLmF!32 zN=fCc(gEv}XM`JeQXqIj0#w=rs@_Eq(H*QJ1*qQXYL~uXOe&_+5-2ADvffhIV-QE| zYZ9np_zPhel#yA35bjSbf_RN=LcDT4*JXs$hr-E{_u0-0~qy-Tdd8&x(=_QU;m1$9NV$p|cU zp;y_KT3#}A5scg6ykVk>NZ+Ew@&eV5T5*)?s*cYFr;uC4cZlB#@mifjq*4WdvcT|u z#KWBD#4nyddcaax`}AFD`NJbC+XPhqKvgDEVCIb?wko^pN+rO03EK{3N1jH>RsSh~ zm02LZms)?u~ad;9P;Odg3=#8C59y{70`mO>vVh=b1EiudqjGUbyazQ{z8&3EsrIbPSSuoI7}luL?>Xf?=Uxb1d7 z?3?14K96lk$6R@!VAJ=9Nbb)tmNg63`nd7wWqi;xHSCfYw9!$qs#OZ&&=|C=m>-?d z^KXnm=SJNFg_^25^A57Sd+2zIJ`9kM9hW_@KfWz_ZtTMisAQu zLN;P*Q&Ehr0~+=k*?-Oy2)D$+X@cyH&JKEaOvfYCY1zCVU@g7nIHnLUcCC-pPzS!` z7SiokY;T&W7WOHwpd=Tz;Yi`v2UJjNzS*a@!UkkxXe@$y!T=+&iWsKE2d291x*Q|y z5VT!UM3Y(5Ss^ZMqQsS5q-(3|t|F!w$|HOz_1&s|>%IYUz}2NpXjNa8R0icSKs;{M zu1&*EY#UiYQgS5Y^hSYYr>2a9FAc!40In??d3zqhyy#)g_ab`3yX(yKZqheCn4ItN z;)VE!tHbLmn+%CKi7P3BBR{_rKenfKo0u-BFtf$&;Hiu~TNuWYp-- zp1V(j$3-#T3~bzZvM~2~#UnqX4Mv% zj?kof@hNKSukF=CMxercy0?UdAy` z&3_h{X)KmrXS2*ZZ|?nkM_5`#j_rhX4GE}HKVZoEZc!e#xK&wU+Yz;O*%Y!hY2E!K zKFE(cP+{s^cn$_SXxB?qYhusCX>6?dh<_bSk9Q$lb?Wa4* z-tzA}>@Lxoi(7x8)|wEcH5P-9YoEWLpCyoDAHJPwokaaZ-b#6Vo?t~(fms+5UXfwl zW=~~{-S$>pq_o zbkjZ4tT2VGe=;V(tcZE!sb)@jMKoYb+ zp8JPCyCWqEzLI-k*1U3wcCXpWI?jnSzOQZYg{4M*O6?Nyj(pHZ5pVa5|8-AW13zqP zUZRjb{D!x@JZsBdlvp8y>d|9^6JvA!al zn?^=2vqoxA6th)xrb(fAc)M*}%RL#f4RP{rB`HlFg^G$JGR>+-zi-tIJ$;bKW|@lC zomh+p6}!7Am``C4eq|ij!B)Ekncwp6v}gV>91>-a>U)n=4+RjSt!5vVhFng)bWG}6 zsfKL6fg@!QqE~ff=mH7N-MEmzXc0*_4>;Vdu6J&2&7svOxdUq=e-B{1+V5(QL6+Te zHuzs;R8tRGPY+ddIs?|TXq4V9rwDIAxC{1ahD1b>b|OpJfiUfrMy9!#Vp8^wF#iKd zo=l5-3=}s-gegc|8>kAcGOK=q=h`kbFq^C;jw#5H4!-`ysy4jzMH?xwqz|6-ll@~n7H`q&0jWxX(!?i*4rm%#Po9uN}#cFM9t zC0w)9<&nr9F`AriHP#(K8W{KX4wMx>%R8ws+-rkjV7w}A=hr#&scoB7DJcu-^VDi>6AnX3?nP{d!JB8dltLB8lv?+p09ZB#Q(P&8=bIfTYrVP!lGC zG(gBKH@h!+5pr+#4Dcq==A*M+L*x>qv9teVX?mbU8Zc88JEAJp>Y3pGKX3fO3~^vj zwml37%#CvY%yfOp_yKh>Qq+9fL>t4Z>JR^|f%9_Vt^ z269(>qOTUC_3e>_IzK=&apWmKd!4g|&YrCI?}Sj)_kH59zO7*>lW}YA3^8U9kMhQ4 zO{Ku`+kdaV|CJjQWC+saT870z%*175DWC2+lkt~UT_vOJTIaqxgHj@Qh?)kEYHb|az*gkm+NyfpY&oZ2*>VW`y=toA# zR8Q@eX>|#df(>#M5I_i`pF`)#4w%{XGjw+`a9c!!i9lA^$C#>5`m-W)Z@lNm)b@r zqoBm!t9kH*1IIDQa^3No8-Xo&BZ5I}>!rB*5*5IR>PKbX1Eel;*h-KE9t3VMw>`M-&>R&uo8jeZJty>ySyvwiT%V&sXe(DwN^_ zglEnNKvDQNc@@;_p6f0uhpzm=Nr>l;;m?5`&aUpG*E-DLXLMzk7#<%O4^QHTB?8{N z)ybjoK7rQ4Ljagq#vp68SS19z%Jr(m&Vbds|LW=lJK6m4l9{#QO(~SKeF+anoD#z|M#2?%$_^Q9z)j_%mT;t zW9!hx$MlFZAcp?u8$QMw&S6(8e9?l)Bj1Ai)fDn<{7As}Lf}W79Di%S_;2;4YlpfQ zR&2uFQ#mc(HqUg~Rn5;kY*A4x0y0v-yw$$>lNIuydV3 zTw;I&B;oZx4|vo5T9hg~$d3t3A{5~wuRf3k_LZg0M8>MSNjEt z(-uDAA-j#}@x#nmsp@~cZ&lLmrOcDQ^jKkxv|b_U?e6Xnk}%upnaV?`VybFljxXlK z`^hPe)0Vn|WY_M*-_$e;4^2gNM5x-Sh35SIT25T?5J;Fp`1QmwA9i$*wX8z8@#<`5 z47!ahDJ_jqL)v)&<#jNrY8yK2r4SI3d z^`_y5Q$TMeS6gy4Q5!K}6hE9(kwH%IsVB#;yp50BVx}mtcRKY-+h<0dHfO!huif-L zYldH~Xx`7uyjlrU$nScF9$&Nw^C=z1j|-(W#B_){+$-htBACDb$jCzp;1m7&mPdIK z>CKN8Rba>?yVRjK)qbwU^tG2l>Hw=c3>ypOg)k@5glUOG=*YkWxKAZTjwH&ck&Y}T zHQ1sN6oF>$b5)5J-OxF@CqKMepBDg_3&4l}#oq_%0Frop{ywJ8*I_}D4Qan=_&_uG z##dtnvV{-AzJ zPggrFfHnMQSpFr3R@E4%v$A*>gv_$L;H_jM-q8L4C29j-qF$)X5M440w_p~Ap=`J_ zw{uN!K|j4uA56;aEOWm0VcurPcpNV9}(fwXw z=bSTnaCJkiZzmV)`D0zh!Os?pvw@G@08IZ0z{0?H$t{nyiaA^yr-lEHj{};G{aj8q zbFoM~4Tc!SrpI=k1b?PV_FSTY9Uob!Jy}r8J#}1xTzE50RT`Y8DBBE5f2n`1mPrw} zJx#VHaa=-xdJQB@e-74~0}r_=6M(mT+Zay*zkxrMWpw(y|M=TINqqihdF|%tFqIY7 z6J52W?Z`vp;}Vu{O1UIiz**0P$yG*4Z4)mEj@7>&e+tLnRdX$%cITmaaez7>f4c}5 zUNsgG19+~oxNC!Vwhh8h>gD#&!jnoeOX>anCwo}9LGq9#LEw%>DGlps+78-VsErxD zGVcw6l!C13DS;*^S|-QCmZldJ*g3!!Hq(#J{g(J3G31=caCRfUH%^vMPt*9q7`{l^9U5AU&_mhrSMa$TdfR+)$8@|5%!6XI@fhlMRloQDfI z+0xZT=FdVeO@b#-=WQ15S{N?WU5sB%RCv!@ROCG4s-IpB(-ifB%kIIcFu4Ey`Sz%I# zMTUn6v_2>s`h$g6M>JQ20a0Ofz-ZdWM^vTN*wQSdQ5(Zwz8oi%q9&|EfQ0NLtEDE) zTVr>(kutatLZkeR?R7~Zbm-h=b2z3o7Rr^|R&XK(vJa>+3|EzC*~UTO(JKAQ;V#Xf zWID(6qmL+)tFabj5%Z1|iI8OH7~)z);|9!Oa!XFdZ?e(M&F=g@|CnY(WmJtna(60H zo>6__t9nnJY>9-stb)y|I?6ZInpr#3_-O{B$2>~hSE(-(0L3yds&!qKk%&J2X!PFp zS1#cM!(_AXA!$U614S~V$t<&6bF*RP`&vZj4pgWR>!M)=3^_-e`w%xDK2=~DY#@z+ zn8e!MmI)ZnZZdM_yB%u|P+==&!LrMFXe*#y)5=t?QtM{Zl&<+?IOtEK}AaT;uY#lthjL7;+;-KHV zdYdYp<{3A4^UXK7uxZk%TU?wdTX-zvRXwz3())i?pNlMf+ujAJ)ca+5ZG1!Fi31gX zo~$p_1;^f=&J%NbTVo*(Mzy^YCV~CubV3lMdrLsW;w)O_S<%2p!me)(7;XM6nW*zR zdGv3Fl3%=sV{w|hZ=L#Kam-UdS0nJ;w)e=0SPl0pX@#CykUOm%4ti3-jDeB9E8RqV zx$p8m8xc-t!hC1+uJHGoPbPhcD&vz0snt^Nh%)fu?SGRch6kR!b{^o-S=5mV!fs!h-8=UUOZOwzo# zs^9T=n$3u3JM-(ou=zk51p+b|DSHJr0}n=kZrp%>hKOB4Ll+zC9mMwYf@M14bzo;quI^)n>ka*u$Fvxo{ zg*?5L;0O685-uSHNG4n71g!OC_RX)tw+WsYj<&Pwc-u3j%LqTix)TKaNwzjj&do2RbYlL6o&vcvmHc`Sk43|C6P& z>Ewoe%r291={WJIv%1@jZj+a`9DUG?Tq7dpfz4)78?LSiRx`&8zh~4fYnqae;;37U z3mh9xW>Oh#TFNNPYG;DVq(PsOvtN8@P0+Y;W#k!UpScd$1?Am#6Mv=c^kxRu2V@E_ zt5IbT=8qOXpE{}f^cO4x%@OGknBUX%Kwx*tkl79ltu4FB2d{Tus;cdYa zzEHT1rxRXm^?LeA8zS>oWK)2=wfQRHU<{WnY#pK>;-QPs*t=u;p7|)s2w@!ahHNim zs8+Yt)2({|Kn)=|k;Hnfx|BcZ1(Axb&tWv4<9WchwzKrKah5ML>vpfLWmlSPdS@Zq zXzj@TIxD$}P1gbK3Tm_WItfa=%%vbOW=;Il5rDVbxW#H4lRhCS=xgs0Vj{|Ul-L^N z_dxmE#oFK%5Re5Z0oGzq0HU_1JGOZcj9^eSH|0e56!p+kcs((HZt04bOum5Q!W3x| z;^d)BDIs2|r>&gO{O}v`cdr)x%gmQZ}==trDhY&(n;{IFh=eL0McN4XAZ2)oY zW^v5@i_63BLrFX0KE~kO^oO8+(Vz6S`$Aau52Rw4Mv5%IgR&2knIdM9 zb!b61d;2dQ;EH^Cz8+Q(!pDh+pet*lom&>3?v5HvGQem$%mCy9KJFv=S@nqi`wU?T zQ@n`e(Brz(036dT3~mBNm269mGxO5V^OVnkSZ*EsOFENJ=t$?d0huqZ}by~ZuVDtfZ`VxRGHrevTaRfjat zPU6r;7j4L_%%3yDpTlu~n_;8pCS8X~`>5+5DC;O=4Ky+VCfYUmJo)uR1YvvvDCwLt ztYyn9!f(3et~rjcNkEc2&b}BO>cA4_>1gqjk7Pg3pp--0Zq@ax{dL~nRXg(}hu=k< zGL>nhQ=^_(2s{e42kA*5oP<2SW#8p&OzyZ3C6uk`zEw>u{Y&;&x>z0auD^B;0Xg= zHxMJxqZd}Au7sfO(WQlCfl&0{^cMBX(C{jVE>EB=*{sIEurSQ+QOh}Lnn3i^H2O3> zZMO%pa@Rz!Ve&O=t4vsURx$96<)J_GAiA`Vf@?bB@qG%M`)5-}-xW+y;^i`aA=gP| zv8sf-JuXduS22-Ek`s*5ZYY<-&dYb(L4T=1MME%7D5~B=NS+9hZU8UQ<-6@!|91$) zF01tJT{Hjcy{dw2t%+GSMG{AViO`1Yls`=!?JNSuDE7-L0}c;!gX@$Mk@~Mu>PA4K ze*|QKr=5#TqfPMAlL6;hqSZ^HU3s3_xl-QVwY{ZHc^=Pk%)sfhb`b`{H}M|u?-rw!L+x-_O2zB-9&Ld#?tI6lCWd&q1o?w- z)3n-or9Fqc+SSBaDL6~j6sDKs$wYZ6Pm6f@gt3C~yST}ruXhf29*c?cwrZyTi{jw@ z>ihr0=C9#`*TFby0k7djkL18RoEzm=%|wE5v6rnlK$kJPx1}f0d)88=Dv;LQ-{}!z zPQF#>!P6Y+dxztU)u(vp@at7di1z|A|5fgAzRG}CsRsKxfD1@QYn2_EbG`=_K-*U4 zD1MFJdNd`;+fr*2#mfhd6{G-bzU%p4*fekK|Cc55%KsZ&CC~N0!Ojmx{|h5TK&|OA z&@$w?FZOnWME^}~TzYeYD4|T4}{V&@?wh4)JJ|NHcdK`G2CifZ^v$u7b zX2?qCUY}(8vQi>mp@{f6N2SJDDiIwA6uO-|J;KA+t$B53sxx2)kf83n$?9xf`H~f< z^DVUbR)OF>$tC3?IFS9srOO%s#{e-#4Koz^r%c`)KtrqG%eC=Uhza!&8bU)e_KS~Rbs9sYoM zurhCd;=d@w^y~kEL=wr>#B`odoa)}6%7Rs{Ozv+MfFr5~tjr~vH&y@~FhBJ3kNwZ@ z99S|oX$Ggu6a+Gywv~w_lC+%??>!cQ;|14f|0_*~JnseVsP8b-gLI(aO6io#0qOJn zV)pg5O@l^j(xt4<)8S&%?OH?TTK2pjj3H~S=h<1XI)eyQhNss5YzLM!Mri#9TkTc< z6D+CC`NumvJClbu%k8a5dEf3^!w-yw|2 zWxg$@P04tiKpM!wHgPjWTan)1((8oAVk>bAHexRzBw18XlpoWs9(zxDJsvyhqQL&^ zQ?b4|z(<+qSK-6(#15N=pMJ@gvTTQTZv6=!DF9P@3;eyf#_JiNIJTy>RpQ!0zLLFyUXN-~4ygsex|eSdDSo z@?P=25^m!xGg{{*t?0g-2xym*3zwG)b{z=PfR{NsuJV#6Z?s2`kX(pjp}(8_JP1ArFw(*sfP74!5_k#CmD?Jy=R)V#g47hg*Uh> zc&!sFsY>&F8Xn$|imA|Ep{uIdhOW_p&4U9T0>ozK@=D8U6O*smLwm>uO8^{>)bgpa zplCS)%$MvNNp=2?C)G-#Cc={=)&RPOu$WR_mH2!_d8hf)qN>@25zv0yOxzZ~NBPA- zTlisDtvsL)yZFe4y^-^bb(FTaVw!KDK1n9$xCGu z<>f)$fei_QC!b&P**v;MxWwvNPoJ({`GY7cEsmdv(MY0zDvAh{?jUeR_GsW>f)^)E zA#<3A&eDklf{8q>A(1z7u1J~n#$Q>m)XGeLaPvd~E(=i%lRV^9F{-*FKi&+e?c)l` z&5dBBpZOxXv2&T58u3IoBeuOPfS7G<@wJGH14F=lsucr)Xc}ES&+g$t(arwHe&(8} z1(LSc4>LPJ>x%tP(>1*>31-ZqKMIvp`qKL`A32)mDJ(fou?kuwVk9S+MfFMLP^TCp zcxtRb>JH~y0-f0E<&>!sPj6cuay0joMRJ^Mm1&X4Us=HctrEcDl8AGMA;J zJDl>6Rjma+;6{lSme%iH%p0IBIH5^d<&ubfpfeY+$nDSY8-2%>uTt#8{utXy_x?eN zPPKR8@P0E}lRn~oF^Prb6>Gf~Bc0u5Y36;WuL?=c;7qm;0U9#!TslbKHNZ!pdBjz#jjJ|NvRtfvBndFXegRjm(>vL;2a zeh^}z#n8+I)OrvqRih&9NXD6oCie$+T7CnIXVXDIUQ1u?mT={w3+XWX*km<0i*Cbm zdW%)y88cdT=`b!s3m0n~xhv#~p*hhtUs~%5NZvO^!x6tv5*{jGYKqmX5RMby6 zm}zq7?CM90s*xW)#*!J)$uw*=%-{QL9c}J;I^0B~!LDN~rOCp25(mL!e++f?Q`kvVz6t z*ApJ{y|~!*a=%0s(mUfAvg(~{b9`|Bvx8QZim1_8tHm{nSA7?)RbEqAzM$f#28=M# zF%`?(<&foy3mF@~=n2vjtsv3N&p5o3B!q(crl=-w7}%ap-r$@&$KeX?s9) z%SP(Q)d_6}e^w7ri+XDMYJJ0!z4MF7I58@!OI>gCL-mP??QTQ>TFatY{m!{!)a;^z z0OVO~>RBd+yHuIC2bX*Fxd~md_KU#1W%^c(QM`R$ervU~*6^BGezW{^gL4_^;L|S&Gv?jrnm?Og+qC za#K`nk)XtQg|=YD)6!|CQ%>z9}KLs;nJpnEk|U& zm+4vDAre5I)N=WDSiMpBkb!idM+7?|ijztI=qo&lZY`;OMKp5m+i6A=?#izMWBK2P zhr1GcN^pZNZh_QUtQCQOGVLEEd@sSPc+F<~$$Q>qlz!BnR0gQP{L+VGF88A7{6`H5 zl8x5I{_XVA$!yM(5&qwUNf!nzFBif6;tLZZL7Y$#Xc1*^LC$Fg9Tl`gCZ-5#A`k?C z+B=oqKi`k^lsO0bIDl8N-9skrZ|lY&FrbQH{@%r%Q}c|_THIBvW-~qluOs%`Q9c?_ z_G#*~`vCcX1UJQuGsolNkJAy)aclC`<$@QT$=mcGuM8c7Bm4W4PvO=kyEl8EzKrd) zCooKIILI?7x}mjSH%h*l;;aI8%>N}{!Frur#hMkUh|ts)+^h}DdL(?2Je_DQRJljt z#epcj41Th1y7YUysYz4cb{Ny3q8Si7(9Uv;i65Y)1a!TzE zqAI8oD}apo<{*5ypBr`LO_9rIyR34Omlk@Sw?jE0!BY@Aedj>V*5^}*9jN1YNvLgD zb;Mk!c%qV{E`th*i}Y#0E)!@CUB-XrcZ@-y9w;D)Xwp4T&GnW#D+PO;LCAK3hd8AuU7k*M+myL+LQQ7g|i&ixA~+M)%J<0;OmQ(#gcTK zu$*+1W(SABZUZ_x4PR zY6PAZcSu(ts{MKAKNd5Pm|ym#Isxkp(f6}!t{EKitf7O_&TERvh9*1BPlo(^2#O0e z54v=rf~h=<-s&coCNJ~6Ai#8F(pZYwa`x=@ynp+i>{(=2&@xmf zx4sf#Q|H!W;msLhXYQI0?yZ(?nT|j-pGXJc%m5i}?@zx~3b+>OG>3E?SS;5u3>IY( zauQ9Hfbex)l&f$(GsGr9{k;s=GesPPoK~bIW$ynLL;P$B*TRH7+BtzSzq78J!nQ%= z*B4?+;^%ES;OC1$K%ei4^+$0=q2Y17^R8Ot90dlGoi1S9h1J41A8vs~*kEV7?Ykr) z%qK||StLikwyOo8IzP63qM;@!bRg0*ICP2UAXg_gs* ze{Gp44TuXZ%ShX&_;qX>vk7o41`|w5)fOf391@nb$sj>xL#Jm~P58^iL%HacB;0et zXSFG|e;}SeY>IgNjO;8LfPCzFMug4i6+h^Opse)$>=hy^N|5$b;DTe|A=YG}6#+Kw zYbu&0766Gxh!JO)q->=UG2w#q*vesbOE%`~7yo(U&Vei)8`l3!Wm--i-Z@!##z6Qs z9g_SvTXCx@l3W%)8%jpN`SF2r(vOS)Hyd;7w>-HlUbZlqbW@k*4duBcN&09OnL0oM z5&lbtLEvLb(J|L8tD}M1S&6wmv_Vyq6p*=u$RfJc<4+>q(4LBOf%2BhgzY*Z0H7}a z2{zh4A@HfhB&CkY@-{(C4uA7GTI*6-q%z`F4KET{&EOC zQBxYGX8!mjixY)8?#9DW)G!z!Qb5z8c$;O&rfcmAyywgPtf`&YpL zv{=>sb2+GOE^Dv%yFJC{>ItLI9IXu&R+QXa1Pp=scm*Tje|yC3|BW9{*e?aL?y>l2 z5q{$jTjCG<+a><(-#Fz~ErfnS>x|LK3;^%?gcF{eeo%-FTlqCI-KX3UrVL12i)lV( zAtdEyapx2)8@n?S>2X~+0>)oYe-%{z_AqS}nfBGj!?Yogh-8}fRiB{!?T}zUl1GhX zej17N`6)k%zIvU;Emx8Kqldp%7Fnef zlHecT$SCQ9DXDL?`Vj)Rh>c%FPs4C;USL@!Jh`w|if_{U&fJ#vYjT2y!?+7Mb4mRe zXHBFzS9NBm+xjc5t823etkKL(g)9BBj?Q~zgUw$GS~2g=Id3zE%uNj@@+m#87j6%0 zdXFJD=0umAA-YP^09EfyUf&o`H)2mSV;Y_y2nZUH<km@DXF}Hx% z^)8>DY2qUE+9Nu%L2m#ny321UGGA$kLNth%*lj-Eqe6?YOd>_2C7!hC!>;VkHgaOY z7;m|PQlkvUBOmA;MBdz;p^*#K(V3WrG3A8!~^|Euo zbwh;KV7QRe4jNY7K4+~D%q7O9*nI8QSe#Seo@+pSD<=v5_V8gaOgP8>=jebvB^-d>O;WK@D^RRVA41A&!!*Ul{fj9P+{{VaE@#LVSCeQ`^~}WeHU!p9*TAGA z`&t`*h)^|!MTQmaSQ|##QrA`pR*r!ctvsX$Nezex@g*IH8!OHBtj;1H*`-;{rp8rO zHgb-`+54^=mrCKkZ~jJ6ci`BB^xhLe7a=D54Q0}S9cedTly3~x?|E@E?n4Lr?ab6* z{@>A>8>}mFpJ~2Zotv78u&smzizile|J41&qtC`1xUpg0b2Hv3RT2?QZZD-Auv5u8 zo^OcOGs`khVqCE1)36alvfVu^Fn=opD;i8(Y-(%MF5^LX9|9W#yQptvJKrAx8_tkN zl2a>-HkB8cnGHL-i&ER8wN-fp9uJaxX01hCXJ59qA2*Rf^W*Y=+{?x65b|ZUl{A^2 z=5i+@gbl~}XjDAsa=ziav9`xeC~-I<%U#<1*_i+5>9Hg(YF_`6Y_PQTuP0?n{f?A( z1V-7qLNbJK|724|@OPtu)>G`A%${Ia8yHJAHH?*a6SU?VD5;s9TigKo(WNf6>;Z8HH|~!#-S;ee0(v zZu_PXj%_U%g%{2GMzI&8v3jZT;)yC2M6TwkaSI!Kcy1aM`)Iz#^6gS0K zmd8%M~IT2OjcPaFEvQk4=tH64tj4gOI~r z<3YKk>WOuZXyR^vAyed(|AP6nP4czkEkJb=-?8nX15tFQ+Ej$0eI&*AFNb2GA2e~6 zWu!#f^eNOC!ift~Xr&rB_q#Qdol>pxb2(-T5zI^v!GZ6glQ^8DjIz9=$09-(FyUyS zc~x5scp}t@lH<;VBOF6pudc3G9QQz-iI$JJ@epLi~=O>d|2UG%L+-50^0Qbm_ z^ef?-Zi7Jh&hHWy)5IKn3{GYkT28~V7*WK|rmqU}s^&-=4ijTZNqLX6gl!gBgNcja znhM}Mjrv^?VXl5!%JK?WSnslY_$V=Iyw2b=e{*iw5I%(nz>;%KIcAn$xyfuOx%*Qp zppgJp5d7p75~g^PA8{J4(>sl_&1H$(+|PDcue{`H@Tcr~t`Jfjhpjeu%QwB%ub5}u zgB5FRd7h@V%*=Qh;l2W}vKTcF3r)p46Yv>$w+fg#5no~v9AdjJxktquX{o;@*~g06A7{%!D8Ui|1^=B1><{R42&s@=P~oYo@%&Un zdm^l`FfDfzFO%PbBK%32cTJ5gVN%>rp>bO7HeM#L7MDzg?uuQYVg$dIkW7V&pDX%& zKNYIPBKm34@Pejd48QOlyUIs?uJCi@G^ha!V4i7MLsKzd`YcP zpjhL0F^$hpF-PtjK36t(Sb!^N*@2AO zRl^KJ8^V1%xtS9Ku!GfGLQ1e9@xyVyyF!dWl1h2|BbM}~K!=8yYVoSp?=IxkozRLT zjsLV+%QT)YM~zBrqlNzrSGUk4ovJm{H+@bW7LTBY|BJc|v9wuHHF@bYe198IR!Kl# zD$DyQ;;+A^3>Y%HF<_+$I)k`Exr`NS!IW;^fWhOdXXE^A`tEaMccn%xYp4N*b@tm` zWWz;<#Y9L|EZ2jIegi{tpa#x24QxvxXV6eu@{EZYZm)s4a?N5+k;WQ^%^!d+W(&sh z(;fD8h1JJ~8>R%982`~4hsh~8fUYKBKN&|w6Zq|kfDqrRVgDTuXm~O}9`w4eWjhv z3fNGlHvBnC!{!~ZGvmJ2t#xi|tm5|hDcC=4b=YolqE$g#g8dy6E}HX!V(`9M$yjeB z(}dG}74P5@!Ql#C1QRaK$=O`NTS(QKlu}rTmOT(YYpKyU{yIBD#CXW~0+#*=A{aRM z%j)C`59RA(s25f|V_;b=H@&46Mw0S(>3W2R_wWZH{!Io&+?V@{cs89OL zTpp#uB=pae&O-{`QNwGe5DLUg`=HV!D!9_z50-4BpQ?=;;_5Wk8F5^sXOhqfx5%(k z$c0Jsaf7#?LEy89uXH<_SbnxGBstE>;UV4Ib}RJBS4NJzuBblnv75DxS`zQ7v@tk7 z;7GLov!V<7=aX5L3I4%&lSVsaNmrJT;u3Ogu``=!XK|xGX`z%_^Q(CpjB@c?n5$T7 zt?xK_S~oJ+%gdUwi)})R2Yn9j;_Pp?dPQV+=9ZBDc#s{#4R}0Noyax8y{Nxa4&<;y zmepF1i*PeKwL2vQ@?XF{Kzo7aaml$?xlh98IA;Bjj!~mZ>Y!Y?x3&V1jzoiKUh2 z)bBOlhs2=$XA-=hb^M%mmWy>KE=8>`v|z)18bl4;ezyn`>lA7#zL(e<+{ z>r0OwPm-IGDkyMKt%xXzN^nARb81hjo7f5@DeHXCz!4#%Cd;fe zmDYv~px;!dLZ><6`2aU62XpyQ70RN$@}fTus+5dD0+bs~`Q#+O>Ah;O%WWSFs6%}E zqIMGDKJR|wra>kUPCq)QX#KE(*t1V3$dv$+Y>)nROfL9qDDqOpj{;N@`q&Uj2tOG` zxzqe7vOFMHb|rAy1MhBPCaSjZL7@v6+C*Td00AM8&Wv;XwSC{^i`)f%EDWF`8{;rX ztu1?uG6HFSU|YT?WTY1qlM^iw2`B-X$lsC~yoR-Uh3K2mN57Y4O&B(WKz|#Oqz-6` zHtPohV?JLChw7n*6XyVIKlu-5K7A1zv-m)icJp00F@?5Mt}{7N&{t)n{*7vicmrFI zrff8E^Lyw%3K+2rX#ZYe>&|3@MH4QeEtaSsWGNi{2|I4)1QdT8fmDn-Hhyr{S^b%k zK}@s40^gQy$B|mxP)+PnK}E;R%p&KPERc?BE1z-Bd|r#LbN#Ohg7Czg9CR5?^`C?f zY#5KMEPuJ}(u4_7>#cB~@qI?#a>S6VXN8mHvEoJy_4(Q3;5-wCP;=8~jtIp<(*{@$R=$#N7mts_`PczA6WlZ2TJ>k@JF*AQ? ze_%lup>7pt!P zu6(FInh0V`!`6He75saDLnCF(dibSNWFKvIF4j^!8IrTldP5y3%fAsB^4)Ribb~H* zr?P_!%2SB+H67-6e9EzJO_m__<9FE?%5)Q796n%A&>8ljMUwC{Z-Kge3sgkR9dki9%A1%*e9wP15D~^;ffn2bVIOOdrmgG-j`#e-KbDZX|2=`8 zHA5#4boa)XU5Wzb-d3|>0ngO(7>F9mz*SLlYy+lGB=^2NbkmR zsXGHUoa>4GT{Aa`OTR-%B?xHWBsaO9$mg{&jX7^{luq`j-897 z+*OI3PiCFetj(B+5{^QbBXGVGzB5ZogA+FDKlX~7W(%#LZ8f)y0eTnAl6tGCT0;*L zk2Mf^-s8NJ6}GCUk+O&7+LM?ts98y-3`d=B$S6SvZit@93!Pmt;L3tqmX|&y#d4P; z9Ax(zb8{n43-BWX=l{qfjp+qec*CBkIr-R@2uB5Pah|fID-dECr z_f6ao;SwRHdKf8z;qdo-O(s!6|vJUaTr(CY|Z4AXtiT}T}q}7H^B%hGDi3%nYjD?1QKY6n*MJmtW!};MFjNDAT z|4YjYKQIST9N!1lzzYwgH8|eiC#XMekZg1EAuTtwIfxMMLTyfLZu;F<#>=EM4*W?f zJJjE3ffiirJ~ZV#D5=@@*Xo~|(Yq07?9&~)sN3IrQ6n1#rMcuZRR48-61W(90X&xb zhN7w7WN&~Y0fNoCCX|o)hL*nbnPAyRw(Y9cLBHW(=Ns~#rUv`y&8AK(mH2@Fl|9Jwd3;M}afB9`3^@J9l z2Yp`Ch69BJj1Jj(OL8S@IQZBB?Pxm9*V!LWWD~R@j}g+-xL*C}s)Gi0MFyaanFkNM zXBT!o1ELsle6X?9*W%Bn!|o{pfC`->LLea-Romdc5hO#E23C z>etaJ$3cE?v36Ve&s)x`1z&xkqpn*8&s*$j1bY?y-p<`|Aax^165cR)>vwnxWDyUd zM>%2WPF9aj3wiux_Pvey%5LUy_qNGGETI;?(meGEL$u2?5ae^MWx5!{NG-28-k4e& zq#Y`DKq4fJU_Xhh#)^CO7RP~&+EM~XF*nj@jOv==AEu(mx&zmje=U|$ViN*CeUv^k z&qphyUcAM)%$f{I1J8~Zw+c$<*1~RESYn*+{BznWL zVGBj9LNHYV9f>KRnyJuG_)XZb#$Z-kGuQU^`_u$k(Xn!&V8-x3rrxJ7NiRWv)kYsk z^e&w{NsBw6GolnDS8q4uKd5Sc<}2@&34(Z$;)to=UUP8FYLPT}>eU?Ow|3uPZo4o% zDllZr60P%dENYQtjzDUIDOv)>Qx0Hj8-uuPgKox6?7e<+;Z0BpsGx^)0ib>%mBRwB z$0|tIeMcwdabNv;7ShPw+q!1Stqs_-X|TPQ&=zXU@+Dmn(#Z4M0sbI1Tg11&wN{l( zUw-~M5X0H+$Vi?%Bq0rv6NAp46e${eW~zu->l>*zqI17Iiwj2a?UprVHQJlS-39mW z=c0&{atscmSAJ+sK!5MJa^To|k>a}WTHk&R(@ykGw-9`CiliaP zdehY8-G3eb7Be_Xk}#6uE!OZzvdXF*`xcLvx^ovvTR^tttkJw$c=znlcM zEDRz599G0u`-GGwYsa@ZadL{g8{?O}A%S-eB4}9}e~7{!rY}8|c8{zLgmn?iRXeiw z>eW*>0<*z5x1mIgI2X5BnPWI}ykh1C3{8ZgT@$Xlhp}+5h3s=9xK}9-*HlC)h_G{n zV$!Tc-%CQt9ijX)Wt6V05%kQXRI^<_nmQ)-<|J=R>w@dPk|Ia*MUH6t+dn>kPIq9) z_uxzL=G*&N`6s-($A;rYg6v%c-aiv^?_=O?_+98oEp%(Dg64Om&tGP)De<7k#)L>8 zKWaew1sUAa(3BY*k#DY^x2=>jJgRehm;TW*!MfitOndJCQuLwOZ3`h|-07j4g($Qe ziW4H9Mbf2@=P;T*9dgur=BsMboMr}!7}yX(hSZFsZ@8#W-F=hQxa|T;R{W~BVZ2?RoW)KVQuoie$eBy6zJ5$ z0o?0%@vbXj-05Q9g^C|a*K-&m{2^ogE}C%_7n z9}ZOlX;e+HICSe3REpDvmCow`M$c~!@bwEM#z|LA;+x<%!FS8$ zhsV$+cfm4>s$n>BS;omu;C$4MP5%C4N_+u_e*+qkWloxm>Qg zlFBsPMc#zn^9@}CztA?hi3%<~O73JGLLeD zT<~9VFP~XB+ED6az})|s-8_Yw$5Fe1bgP*$FVhWd0#V!zJ>gbaiTf*$4IhphX{{An zz0ExEpA8l4R6qQn?Nh1PE&#UsxvPkZwJyc=Hlgz`46YS8g7#n-*lbsvGJjUiQ54=t ztHGSuHjHTYsXn1Q^YH#l9lX?$Z#h>IrQ?g}M+>qxNEbo(vG;2)7RaZkztfr?fqDePa5e zCN;NKrplBt7KVT$MRUq`h@-3x4jHJ^!3CERnR+MmKJ06z=>7RdtUw~wy_-n!Y&b$N?|fsdtiULD~Qy%?Mp?0 z`@F@0{|DjGzVrEW*dNUBc>6mRg6>R!LDa3P{*s(lUxbd1DsrVOGxlIk#Ct2$^n7Uk zB5r%cv3Na+^kxDP4(l_IpB3q&18lTF5QH?U_f=vF z1WA!b^-K^uz)pBz_zK~S+F4@-6<7mSx7dh8E8(-5gh5BXG%&)-N6N5O9vD)jHl_Uc zK31gp=sqB92^XU&5W8oejDgJJ;xtE}Oa`kjh}|~A4T!FIT|*$(;ac&s_Sp{r3}P2i zUm9aF0DwW9O-GaZp=M#j85Nme!PQ4KMbY$kGA*DS1qdAK!noQIS;&oyAMbQO(?(JC zccza6bSHtwHF88)uY`#gW%qs$(-RQFH&*sOZ?ls`<|E=QJ$mE5NBJY-i@a9DRN0K} z`xnC#Qng-i?FWgv2NXg88wse|2M5A#A(R%Jf~SJ=kUQYTn*Uo@rMidtSDJM#HuZ&| zqv~)%c?dJgpV;E5oxKlRCsy+#-K^v8@i#|84^TIC=D8_3%~jdO=i^I!bPgPmTcAFU zP<2RdJka*j;I6y{@rj;Hfbd!$mc9i^pC0Ja)dI8cT;Cx;SoaU6z6^;tD+&(wj2Ngp zFd79`a0VGu+#BAo%|XyJ8n;)3LT>3vEI)@C1qU%4Y&nJL>eqI8p$2CWdcS(2W19j4F^=?ccmF+sY$E0DNK!p z{*0vhgkAIMv$F4qhiT=#a$guxr1u2=IV6x@JSMQK^UxPc zf7RudKe$3#SA4m+AAb_!htdTOKr(QVzT zr$CS)e>c?du7N!v9o*-s#|v8OCh3@6(9cLznmD|G#b{S+tjXdz8-n!9Z_n&oqw7iX z6qgyw>t!G95MX|@^4y^56P7S40eAIBhxy9=QMBb?Z|%vwQ);a8Co6E#$Uvv3K{RAR z;VV#XDV1;bVcS)cO4f^2rkcL9N&N1ihF_Jpr6=e-8dDs$VVLOm)_!Q3E)5;~=tf~% z?t5S6yXw!q_{TNNE$2IMoBdx3>_bS*y?%-jZV5fHt72VIzj-91=@H&h{-n6(`4U)( ziIAokFXp-PkO3C}K24m2$)bB?vQ2K4AzNC$?D8w97bnQM@bPXon^G=AxIXpJwJs26R)TF9cMVlM}uhk@HyL&phj3_&J-3__?>K=02;>r50_vUZfnseJOQSQaImJY z``n%VrbIzwdaN>qongNMIUe$a(hLNTi~bk%tR$;8xx;s|59pmcM~;RJ{Wr8NUM+}0 z(<@*lRo}K=&%f|B9Lmmc994o*XM!qNV8b6Z*7wzZu-lFFoTgsLl81;bGGHVp^aFy` z`w|@2T94i;b=&n{S)f}AwlR>-8_a3jR4)aO)2bGo7gm6A>Cqg%sD?P-pMU5#=!MD^ zeL0iM@Y?#jF0OP*fTtOEY_aO$I2xY2%UzC)+W%Pq<(L98WUCs&@*CZENpiwbOO-tA zJI`-&SJ>|b%U|ij(K6cAKjfrTe2L516I8f>8Io zunpo!ZUbj9jQYBW<|(#6a%zNa_C@YzgJgBXak@-p#1u5(|W$OXKaOmsc0QjB{$dgMXr-3(X(PejJCKmy|H=uGx^JTTQzdO-D$ zpuCCGP-yIxxM(YD&!ow%n_=~;Ng;QDIsvM#HOed@>Qx_x28Ty0tGYGEG@)qAWMBn1 z{6Tntn_&{p$EAx;FSDU@MiqS3@%wY`ZQY z8xQFY?0koodZ(y7lkMf1WA6#u?=_86w|jj+n07!2zRMXOa`4}n}@VTc+~#h$uv6%INh` zKoJqH+9e3NLh0oWf`kSh=;<1iH6s(t-(#&2hxH-A+LxH=oqzhQJ?CSr5O=71u4o|+ zO>zuAG<9xPJ8yW`#Lnb;VdMTg8a1a1Opv%j3>{>`rF%ZhpqRKbNlTpFc5T=3XzTrArl4veNZm+6m?|gPj~m<@zr(Q zJ$9K!?d5&C=v4b)Mxl5losro7!QxG(^kMWJ$K%Pb6!ATRQ22b_i0!TQYq2JgkMZ(z zXJZI!>Xq#UCAj%JhT(0tj|ZbZr~=woEKg=z>%2rB=A8-m<;jU&b@rz#H(j1NF0qHQ zs`=(iJ6pOpxEA=kvfIip+mj8@4=1&)MIKGRo>sVy_4qGaWj^#@+S*VrW}QI(O>sV6 zbaLZ)WF5ldU!5s;BDrp zsU6AeByMCXYkKPlwF@sx#PJcLE$QZf{9qz!+>&%2DaXXS+k}B)cH;4@>{}rN{j7+w zDD5k@v?K3|(#SLX>Jpv&8V?Xd_bGmLpk&TY7P2oJkCoh0L71GxrOEfp=Tpyj*@_JC zXPmVqa{26!CKeI!UUY)sq&{r-m!W#pWbv=T{)G_&`Gn3-eYKD9Vi<_`!eTIK-GX=w zqi3#71vKLF^@6hovSDLW{JlJTv?TD-%vwqls(4dUymh#F*uy7{(+<^#4oamjHm6_J zWMy`;9(mUyv%urFX>x)C6ZsbcBV|F^i0}F~+rFDF2_j`nia-xtb*pPhKH#nrqu~CH z)hmRVu871v&|5Z`lrD|5YUk4gs#l|>n4^VnxY+4O3QBqiyei0yV~>Ae|MF^3$V>Q> z;ht2Lx#95PHe%d7xQd3ob;_g(nc?frB6(1)FawNmsiPRiMh5cN&4$hVlD@p7Inmfp zELM$s#kQso|Hh4a{X?zX@D}Wy9|)5i*rK|civ?0V*W{?N{e?+}yKpai9G#s1|+}%BBSlrzm5)#}cxCVFKEbat%f3_18v7sdiXFNe@Gf@jJu(pO$pNEWwWIxf&Rn|w7fpc_>$cd;uqK*B_AYw-N z_r~`c!f8H_#J%)|p{vTiC8M98ON|hszpk{{XnpZp<@)?@i#)B8I4RliR_UW|u!we? zaEk72!Dome100i2#IQ?&?}s2d3j6v)&7E=X6P;L;0lzvC?K9LzO}egdWo6%@k6K>K zV`!9e*2c1$*@c03Vyr?sf!p1QBGPls|I#h1?+S0F+*YSAzh-sWfKhBU%_r(Ru;M!w zP3Mbsu6!QY0&0NEHy4@9s_%|QD0MtxKfa2n(YYyB2#QHh{fHwDaJQIPkBq)h1zoJm z1>x}}>6<&m8=j-$cQpMd7yA6~BThPXJgbO{S=5K3@EHyu%ON9bRW^wceAY@FM8F z2WicD>5KK}98IaSytzFhPuKernxGfR_acP$dj;Ba%0HpTA`|$SsD(S5b%okzhP&9w zmJiT>x)@{Mzv*kv)8UC4XQZscAnL0JjMW2rMa*$~Wa7TV#t+7;yW;e1IMDtfSy~`# zdP>51A_^J8+<@aJ4zZIYM1^UOwjvHQH$C_c(+)vK3%)nU48gjq^*cWyWk)&_l28kI zqe9c*cJnUC8H<)GpeKSglNbJw8d)O1(#Z|MYqtPb*HT`#BnLG3leY}%=k!dyk@b7HC!1`rq?Q1I<($p9*Iyrp=`;&= z9H-?XWh$pNZscHU-4cL2VIvStNJ-!UBiA%c@x|}WX`F}BAI(OMx%Mpj3kF2vIK#(M zGl&ulR;Bt$c}(psl)T(sfMxZ61DZ>ljoN?M>mIn5 z-(Gu&!-u#(Y27Rs>nNpIwUJZn-|U9vY7%brG)+LV*|V3jLIdBDK>8(jhDBC6aKm8w zMj2UAjl%;q5s5Ry4;Fe)l7e z3ZgtdDhZ^DEtq~qs%u7axx9^}bG2#z-QV?5D?t>4C4ZtQueu{rFXCIc0&*RuG+qb;^QE+B&VWzE@o*fu7Z*XO|m&BpR+*?fRZYUAHJx9LZ7* zw8-*@Im=zx$nil!6sbYifKGY&@GEd2h~%!jrjB}RWG|3P7|BLHdPqLnMTCn+r>LE3 zZ8-_R3erVuPg&#t!Ej$o8BcHp_(Jns-gvW~GoEz!Zor522fAtDx|^FgK6EDglEV5+ zW4S-;T&KZmZy?_tTMC>^Bwiu8mpUYIo3;k#=i~+@O}XJer+sOphN9lFH6vL5Fq&>Ld9wKiGXR zPZyvQH9L^UKXNT-$tkA$tp|-nk-Ms3hnXo7|aqiFLkX{WWrHR$UI4*}NqU zu2q&EaxS!$`Hvta+QVsMR(&?9vTS4%F=(yL(b*EDuD@58Qgtpe$yijzjU0A&VEUL& zza}lal|=K!+RMbtD+uZDr2U^JRfj6oUv?L%SiYMG*+yc z>OeR)0;R50e!WAy1#L9N6{JAK9>?*5Gg%K1McztAQWSY26)PLcvy+HxE?r?GJ(fvM zR3~the7e}{H&!Q&EuQKJ$g#~%ImMOogi^vpd%B{)LBsmx+Y2J z^F{UcZqwW*LQKDhENz_~SXbRz3-yR4m~iStk*XVGh`jc4EoI&Li@wokw+Z?U1cvp- zuYwd&dieL)#c@oAY`rLcuNj=#d<%IqK$r7Y@QiCABkdPVS3yl*1W-Xz1P%!Irw%Hl zB4mRl_YFaA27$*5zaGtMyLeZacfsjz=qyN?=KD_wCN#Il60Y!2>Uv4fM`d5!!Sjw;4>L z%B}Vh%lI`{y`y*!P5q*+5EM!Mu{86gJ!praKyiipbLy7#a)nbK1`7rn)(mdGV7xh7 z8B1;^rB*RSS4V>6OWs$$A{p?Ea;%lOBIu-l*2<}cfUiEA&dc1?rk-zgCuF`(O4CdU zg1;)y0mAZ_j*rzbxysjFl|0tXJ7!5P!Y|ICm~u@%xQ(Kl&I90C(m{PxVQJsto-F9g zZjlRRZJzFmWQum4E@g5NUbwe|I9PitHBN_^3H^302(sC1{kuRWs;AKWgieu^16z@% zZ*%&CS333>b`3~_l#Mk%o5`tO&Q|$7`t5jtK~Zlrbq%+Q58qcr1*VdZpRhvSGqKIE z!2$$sF@v>2@l^5<>FA`;%!!)TS0Orpylt^289ezPd7JyZRGjfu^=@#?V`TJ$@7p)V znDDgwZLd172k?PKFXU(vE>uRLE_7orcGw}?)N&F5*WW*;{Uz^m$HL^Lccxi3V?#~` z2b9D;G)z*vh+ljs+V?PyF%T}1-qA~QN>>$i4D7ABfbeai+Ohc@vjLfMITXt%!V^AP zW3i8XioLOHh@|N2srU^MRIfjMOiog)VEGsvc1}Y=D*?}$a>9Yo>bJ1tr1rVui)zcFE=@>`x5=6qV6?Vhw=T@tbCL&#EETt?lBS$Lxcy;=GOX8c*cMRn zOrb==qUF)Dz zKZ3@{|43eQj)oRo6j1s#F<`=Z46N(=WA3F<>)mcURTiXVl}>Ko4JN16AuYFfPu_6W z_Ch&Az(7*%fvF_|a7V;9?z9c9OeG2P)I&|+FshU=1at`9IXhF9NbJZZErA1PP9S|Y z6jjd2i#qd4IH<$(GOZ*G15>?)D|+ubpvUP7Xv!jvemaP0Hen;5!GMS7It$rpi9?+^rPhoJehsq$>e1J;e8 z;T?0&65-+q=9$PDC_cQ;IeS?Vq91dT9MHcVr zDY@XRw*jQd;RT|#?g+ndI|~U$UuefWFXD!>`6X34TNRM>g`U-@f)$*<{9oq zb!nqR5_^iyHO%Ec@q;wbGekyNO*oPyMGHu)X?Ui%UHUGR_&d!T4{E`my`yeV9nV+f zF*&SN|Fl1q-vni>eM3L)J~vrQqGd^3KAYUz+Pqu@91o-j$E2{V?1U1Uu*pC#t#BgC z#Tqj30`DehYo##8@Iul+4^*EaXxseSwLbJeuN)}xS>IPEyLx&|!(X?Nk^mK$gQ*^Z zXx)oEfKWv&=sb%!q(*2S^+@F2(u47`uf=BMU{8=MkMKKeO#iAb93!-kI}jbpC9jdw zw)aq&uF;|Pg$}J%6||`JJDdLw-1v(ZV6{-{=Jf4FZGJ}VqM5pv+pzR%TOrLi8=X{&HBX<^u4Xw z4-^z&JM(tQ8M%h4H-GMhiau8@;| z&yTIlw_r$fYH0eWDlm?ZT36%*UjmoKr8LU>)j4GJ6o9eb8dAoJ&*Q^UHqEj-BjH^B z?dtz(82#4$@wtiDefc->H97IizsfmKsGCR z6R2H|;EU^x?C)m>N=(^puxqGX?CVV)CdM=Ze(BZR^nx!;CUyWQh0CFVg-|qt12pIw zn(>KUZy12jV5$}M(l1E(k3WYjyy!=5ER%k;ecvmv%gigSc6(n`M;V{L;;ZtW3i0OQ zqs`6%3gVXmj_R34jcpl2cE`wi9K^pZnP+aTO@Ldg>`Me-_ZG|&2NZ^T?Lx$^(~LYIod2&(A=t=kzCAVaU9S!c zyX!$Y370Tw+1;u^R9hz4Mx=1*_bKxROQrfYZLrh*(2nXeQF!ukouhgEK4o;a>UdIqqn^ zvu(C9sWiT$x|aU9uPdZO7_!pE;=6;^8gTp}_zeMC3w*UJZSs9pGC)#`MM{Kh=!q;s zI*SSGt z%~{$Zo8gqFLCOSlEiPUj6R@RWDxx8KXfLL(ydci`GQYHUA*NNVmcKM0r>zEvs~l67+3FJ_cq@z`k~!X}`TMZ{R-kQcyWcJcNyCY_Gf%E+b`R7oL|7t}EJivpyj z0XgLo=8pPDH@68Ad?{4*@JcPwREPdxD$;E?O1ajlp3dnV(b)y5Su$|H5) zR{sIz--qNy!h7(1l?P*x+GO7m(&N~-$)~@2YO(1>=_k{!W`&P|@##f22iR_AO_*}Z znsernO4b6_`+3T1qnKL_i{aqk9lYdmImPiK^Qj+VND!83#jdOS+9D?A8Q|c*7$`vl z!ZKbReJA&fsKZ#Cv`l>Xc|HuEgBVqv6EpS+#$_axL?=73&OHXVZv4%KHNJgFeWL2l+%?v1OU` zwCIT>_$32JJf4_Ab#^Mz%>8zRmJ{5{ePk6n$U*=s&j77Zmn|5q?*Pjb2l_=)Wrdw) zAx=9qZRGd<;w7>twE~}Is}rmfCKHD5nxD$yvcI4LQ!b!OhN{W)eVikrI2wg!RTCKA zqteysUbzL~NZJeke{d6kKcM^%UJMRWQ})Y5QX*>&uCr<4CthT?z@?WwY;p+o;ei zx4V^B^nX|bflSe@Do?-DL9d>^4BN8o$;9XSIPWj5ad`4B8`}WCJ?WtHB_0xO8LpwL zA7}T&7!K@bm3Fm_@IS#%7D9w3Pw0InxOa91cO_R~&UuG%cqY5+*jwCB5oy``w4q@9 z%d9VL)2yFVur&`T&r7FvuATR3lZE6BLx&fCk2}yB=x=hfz24A6WZO#q{!DL9w^k8T6}F@wBWD1K!q!3XK~4@*=suzf*Kd z>#ufqNX0G1eNLYHayEGRgFt%u4ibrR?xctVFuxQlVkXSIQfith5J(ujPh(Uiy~2Ys z#H&4O7w+#s1-zC)Qrs$d2YF9>X+;M9mV?HYp7`#`x2=!#V+*(e)yS}Zgu>j&?q4xg z3k4P{=e>P@lX4p%nP^ZRfLvKIMYNp_F?q)RR%)1kqp%#Pa8A-nc{CPO5l*eXAcnI~ z`dQGeXGk69jM19|7wGDHyIyeLgn%g^E>_w8=rHXg4+A`MVoT0foB$lyQ+>#h6HP)z zj+j9f-yJ~FH)(ab`4v6HSe;N!DH^+H!x_&0ZCQa0^nf~S&jg^fa?KMGhq*zw1M)|} zYjbDhKS0^_ZzO>FDs2|DZV;6b9SfMeF04Ox^K4B_)1MAcW&jJLhX+G4E-K?rT`7*b zl_V?=Sg@v3OIPmtrN|RM6}gacZy5j4uzlVya}v7 z>8&zBN0Vs5loM7Kh@+MadsL5&ElfYamEJizGp0n~JB~eiq7+R z;~ll4bd_KCIn%0I-*uT~Ux!r&hAkW#-1bYMHDmC@^&n93ilGY#sK<%+KU3Tu*!9CI zFeznh(Lz{)CWu|yO%mk(*>=qr6G&IcQ!E(pggV6UkR)x)<8#^)z*#epo-U;f#$2Vj zKiH#Y$WJs!7Iq#>4Sj1%yU)G`be88a-nUq=A;QQ~gD|fvpDJr{k9mcdfzo54PLm=Z@4n zrRy+IY5US0p@3V`H+s z`aHwqlq9Zu&v7@G#uHVHLgPy~npY21GoRY4JFvhnLbIzJ~LFCFAJS}lflXvmfl{0W!?hk$5#k~us z|FqU0O!d3#=2Q{u>TgkuJ~w)!Ss>viDO?dxHhNWZN|xH>iOhuN1j|Aj#)kh;e_<4? z>m!suP0;#7UWsVqf59-Cs7sgsf~Bc+WfP|^`(|ea7WC>q_Su3AE)0LUBA5TSIa4k% zYh{0Y2r947l6MIe@le@Qu`$DHer-+_Y)+AutnoP`9nFL)Q0HAVyKs1DAO#O*j_i+j zLFJWEsXZ#gp+xKSi(zOof`f40nIf(R!ZS|+xgC-4SG+eGsB!!YcVe_r)G(u-*+G8f zxZUg0K`zJ*ny7KS3p1Z09Xfn^#y7}xV4icau6~pL`^SO*W2idCDB^eXKP4W%1Y^-I zHP4v|vtTZw8(h>R-lx~#X2vt%@a((cify_%)48~Hc+LOQMWkLo;^?tvRFlPR{6UN{UIJ#;lOoN}K;_7fFzU80w^--!$6>KH+O;mv&gy2fD z@mh?1^8@4t2Xwc+!5)g8whG_KUjBbRUYtqne;`(O_tz%OhSVB z`9)%-YiGiv7^|1s*8EF1*J0WG_9`?i0Rmq^-327VqHNt{^IgT3S=fqPLka%?l6|=R z5v*aEW9m=<989^4V+8km|K#G5<-H+(H?ST z@`b_u9^U^p&Vb7Db0>;+bU2786$kNK)RSokI_B>;O2$SYdf8yVBsLk-)~wJj<;g&o zjeIn${@NHun+Zu>T{wnn!0 ze8Tt0p7PxJ^6je2S@j!ym)ht0r70`Eek0{)^~x%lm3b0EwDD>_CwjjNqQ9T=QOOau zH{iO6??f;?Ql|Wz`8^3xRI2#y=p_o&L|dJMec+d{r4jW-P{wV<+oj^fo(lTWE(2*) zsimJ?U5MQ%C&E6>H?4s8aC*91>xMk>kg9qy&hnl)&o4IUpE{@B$5FdId``-^2G|)= zQ4ce!WzYhO1BMvfNG>1TAES)LMI|DqDRcMifq_|#SSl`M#y@oTkr; z2C*8 z`5}cxu<@lLzTL|9=99yDd%kyVcaBOfW0I(^;;k8EYVgeP=&9|VIrv6ebLsqyBVF~x z;e6c6nT4Y+*~|MDvYX&0lb;KxzpJ+XS>&@dC|zK3?y=Q@HM^Xf7(#Xc@QPwgxzI=L z+O$a9*Nilcdb;4Iq}hc1zU2N|Yoew<`<`~G1s!Q9fMXA@~^?(wlf5(^jQ!5{@U z%J-j|qeTx4>XbB|S27vE4W}HQlsa(Gt2>wI8p88d1vain8BYuupwbbJu)*y175`er zx=q{<cX!_m?4_u`p9glZX>f=rI=&tz|yJuhvy7kw2Opg4sWGobaVl)k7X6k?1p| zt%WU7lZ2k?hwasuCx|2ybDkFihuo*a`a212o&aq%zI@{W)7Rd?KyU8SC5|Gw+?8?q zZy<|&g7s4U?Z(w7{-p}}wlGfVXXp$%!kqEpoTp9WoiK3yGClnbsld(p#@tCQ7o7E@ zxJanc@W5oiN*9!)LaXWzJdH=J@;^6f0vNm3Y{IJNEfuHs-Z zmQR5JyenDe$o(}q2J#s^><40aZa{1E!GflKD5(!_&lf~DMBsfkIBbs^2k=X<-M_AB zbF4O557K9Xl{;`@2C;HX$5yrIlG9xRopdx}0q}OqsTzf@LfmDiiZ4AT*qo8hE1k~2 zCvIS%OCYh9Wh|j%Yf%IpKd-mQN~&dB=T(Z>=5(1kd+*wbBU{5^;p06h98fJzOmA%% zE?)8_9W9=ftJfA8yL@dnoCBJDMRxDUAOh(?`{5N6hNJzg3eZ70TeUg7MO|_V=mDty zp6$x8O6%^ymqktM12>}%SS+RskAXo;W!on4yLH8F@2$NeYyq3dqwyhlgk z;nVjR0^yIXqW0)Q&t-k7FC( zDGi^p{N{v(DC}Rg)jsKGFjsx&la<`8WBe6Id-{EF9)v3ru7M*zJse@1n|nc&_(d+B zN5%|?XqIj=()t-Zb9l>Gx`!^WK%UrAXg{0w9;{$7NEyBo|kINPkX~-X3@-h$1jX_s|`<{*E~5jL()E zYE3^$fd0>*R*SS}mA|>huOrIcY_(0{F_6=u4Jrr5o!7+*ancoCRz^O3Oat$s(St8> zt1gb=IPiONs-%8*zgWax2oeG>BY$hW9@w7>5)N@3m_>Npt)o`@BGC{cDs*A9|LGti zetf-Ym%uBw^%dXO_+c$rY<0uyeh6#{3ci+^`trAYdS2&o0Z)TO`s*0Zs)9fEh%PQh z!q@I+3$}_$?vHNog)_mC9P!4JQ<&bFS?K*zgk2o5ZCX{+GefD!`JAX`RoFm0x*whp z#LR?Im$G<#?aEBoy@(38q{#gq?M3meLN!Q*MH~3Q=kLgX2Fn*wrkf}cvfv1gCLxIO zr&58WtZ{KELcQ$%te;vC1yxy0YE%n#+vZ`mTC3a7AV4Z(n_0U`<3CtRxhReAD-eo# zdyzxCwsau7w2XRoWm`m;n;H`2hvTI5^!z4DobiHzNLjLmJTHLLLHsemu~;waXPlol zvd_C<{EiKcW>Ti^REhv`?>xt!dePX%-z_;VzM9vFn_uN>l(6#HGr8^A*~&1SF6?#H7)w8i2?5UmxbZ1AwXbjge=ASUI#2TJWaW zD+A+^CtJ^v8i8+a1N4`n%J7fh zKbf3-#L9{afB68;v6Km_aS{vlI0~l9D(4CZx?f%bS!vf7CEAU0{$((SKBWJyp)dYa zSgKJ{HAM2&*-I-O2qwK=@LJ+zbNw@%qFj4Th)CLJe=f-ks7>rV_Z$%AAJc0;H9x+-oSrQD^nYDUC5)~dZJ2ntDHx#60(wFZ zCNap{aH7Lzgcp7I#7Q^dH-#O+;_~LkP7Pmt{EQz2f%&ry$+eF;f3=2qXIyf;Jpz;q zm{Nad>z1RC;rJfN5r*8;(Q7~78$KSUL+E=nA!99~ldcKsRhe2Z5B2kqJV4E-L9Nle z=Jn29@7f5{w*6Q_?;eHTYW&xb1WF*ijdV4gk9X$Kj>~q-5+xJCBJdA& z7+tjI^3-WF!!>j;uVW-UZ1M=pqlGs=bpx83XAMZ9>!yY3c2V90lw-BQsF2Pid+#1!A~_YJ(Cb+i%Pyia*WZhfDqQ)g@CJLK+) zso%o+QCexW7%x7TZv2iCL}cy*`zXCoPk8>F#Gp3VF}>rs1C-;G0XqC6$0BkN8En## z^s}|%P9t0}qHS-75p*Q?Z^2;QdS@ys9MN`op~CJZLpPuVKl6y8n>0*^7BWSISakdN zg)YDtoaygL!4pX~_Y>p;+;09CPKR}^g+tK3X&((@bu56}Fi1!)%6fB^w~eblwWlQ~ z{_9Ex7`rnB${!aq{1U1Bn9h2-dKVUICONe|eong@qH*93<>mxaX;>*`w+0#Kz_TVv zgku1=v{|7-4XZ}uN#a~~!fzlyN9MT%mKSs&2~^_w-$B)1WeMY++5XDaBkEB17rJyb z&5Sb}{esDMWt7at_kW~`uM@0v#i#cthAuHE41WInN5tcg9~vYU@sG%lQ732%&d?25 z489fk9JHkndqnO3fZ|#U+XtbXlYY2HVAMt7)!z(f6l*n1u~6JB(*1{tVCAoq(!U<^ z3%yddl){~PF8JR6Tm^9i6{@5mTCP=wboH{9Ym^kID1L+l)(}p8xkX0+qe2JNCCyX~ zO;P6w0gc{2DCdgbyRd_8x+L4W9vS(v)tSDP9L>mfm6{nd6H$9Vm^(F4I@n&Y&;6Kv z>UwW0zP7kwSjJ!a82o85=yy$5M^TyZlL?~td)}M)g;z1=Q6q=l{qo!9&L8fEW%b$L64nA2;bAqGZHOa^nNGdsraNq=2e*#>-2A5-xYndh)M=5W zY~qkbv3;1jq%MP*4(0bJzrh7*^A*KWu*j=EgslY{VMWWEp$%C-W{k&rSei_y&nJm>$4mR7nlQS(W2s~{+#^e8()%tIq3U1C56GSPeJ_ex#HTW#=z{m#e zu+EpZG~HQozn&oDow$|Ref=0btT-_V+Os~?2Nd&q21y!E0$z%-QxnE%&4Y|HQ#C2uud8wYM=w-1`wx%z|o$Oa*nF2k!qJ z*(TX0EAljRpY)Q>zzp>glz=Q0o6}MuC*^-WR9^Lu^1siFh7BlD%~h{j~and)i2rhLP57!buPs6#qB!G51|CL6_WKif2Y{H4Lxo|BA{RzfVf zq*C0Gog{9y3i@mt_$UM8lXm~6Zgl+^JShPyH1doCk7LS|%P*p_h&?3P@= zIFjj4V8cN}i1frP+Z)#~*?ZfetexJ9QL=P1f8IYEjCt|F=k^Wv%JKu6F%7)Z-mS9q z80+>{pp_5hK_lZ|G22_Q4e(4+t=NJUS27t2`S#6z)r(B-v<2HEN#Wj~n|&6a?NsLI z!)=}K!G3s2g8nls7kgG4L6l|lP%^Qx8z(_gfISQNO>zrL62paA#xeJ;U;Q~C=+x#vHz z>aBiHWZ$v^qJbBQ&j-1EE&03q(WWbW0zb?1D5TBDbCFYf{rKD~rDI4DNj4!C8;OKDWytDabVS~rDj<S^evexI}5yO#A64|w#w;d~1p&wX>F zCk`U%rNop=TwHO1t2rHnAGZBLtf@GY>^=n_rTc?GQ}Lbg1C|oJ7=t*f(K2t|0clQt zw_nyV{{H=UNlX?3aT@rI>W5j(RF<}CdrJ*BLqp=AP3pyvH+tIZ z!~i*(MdFPg%1;&tJ=)NFncg1P$2iAMmKpI@(F_~l_`*g;HW^vnGy;x* z`7he2E3f(=$}OKbSzehoAZP79qocy!8eL9$2%$D7DnSoDDhTI{M6!VdaY55KYAX~b zBP%7U>#ufd?l=Iq$%fVk->e2frg|*vwVM`IAzrfn@pJ1TT1V|1$Pk+(WcNnkBuf}jHTgLMICchi$q7irdNN%nXlh0G_$>ER zQv@2=L=8LLiNMamj(_Yy89Xj@-R%a#X;)0l1L_TUYHS-u++~5kKX=W&14D5O&!l(x zrhmcm+>_c~Hc#-LpAVmrF9rOg)kZIY9y|<5`(Ym=CJ#f-OzqiU%#dI0>u8b>_hmH>v*3PjMM3^=du z(DFu}{FbsQ2c&!`LN(b_7)eKb2b7#K`98tyr@jou`2-oYo4RYfedm5@Tk(A#sr=$u zMdcEcZwV$m)ewSNiB%GX*!t1kMrN@RYfyGm35nFmk2^?L1y4&Ni0_P&=u*wnAqSha^bSUr`ePf`pz8KN_#e7{ToNrYL-GdL`wSb4m+#?c z6xm3LI0O+lR1?~J49<*cMIi||ju!WG$d%byJH_h1DdLD`{?6Qy?aulb3k0o z^PBPwJ6Rkt&`?k1YO+Qio+R7xn{HLeZqjQq($o8gw%@?UeB);Ew^aoezj=Uy*JZiP z!&l?{h9POaVq<=B^Da6CFCcefs(hng$a-nBcR4iLW%%5}QJ)UI;#(SwV$8YAaL4He z3gU7DUyWbhcH(6Q88qacdTCa@{yI6`EVali=P(pUkxyWpu_L|9cYeBTK>qZN^3Gr# z6o>yn%7n>l2H(elw^QsVJ;Ptxjfl&iM0(lE-t-J^bf7renB#iup`C(ucv3aLz6%am zz4cp@D=k%9b!(05E9+8{pqz?qao-R6@SL`o^;b9vW=|ryzhA!8kW@t<>qtzt$|MSs zud39;Rd@|3>7UarciCy?j5(40ME0UcCu^}oTIN<=t-OWV?O>u0J_(>M0^8Isx##T8 zrPiI?-tRR0kix8Q5jZd*#geKMpWLz;)xDW)y3CE2Km~;o)rARz%7omZxih&^(nM5b z!){Q?A>BGb<4OEU5iN~~Ks|<{Q!gtiPuq#1$68K@g>ySl<#%z^9X`RosWwuFBdIbf z;1=KW3ec1I+6fM#Ghr&G3FDcy3yiT26e>KXlm8^LOJW*qevAhdd>L3z;qQS`M zKBFdNyCH)+nyK~Sm-HDaj|ZX)1H@&O+5uv(to~pbtTvG$69v|ae%b8=#uNa@x$ zK4%;!_-(P(@G(LEt{OYiOs7f5BdTp3p6GtQSm}vGCnbUbQ6H4T$ccC-R1zd_JO#XL z)@?=-q(?jj0*W+6ijROJ&kalJhv<1TQsY`e=y!iD?rCMm`!7d8_i zj;}f}Cy{5!yKthCwy*yu#jHVDi=^TjQHgz6Q)B?QO)v)uNC; zU@>Ke-xp%x`k$im5K9#Q*a4u$%r&h+SjirxF5597_7cU~>&%I3oMXx<4X}b^BaElh zbg08NO@L(zk_nh__;s1`pk)i&Vj}mtP&rVmK{|-)`u-IcJ&ZX@QPvep(u32sTTIba zqIXgc70i)C0h#4!8tH3l@R^pNvxR-o+&(2pscI~p3#R-SKiuj8bDAAawl2A-v)&$$ zyVmyB>P2YpjvRJ8@9o3O@qnVs-f_E^F9|JX*4 zEH|tIJI}J;hq(fOV1Nm6tA8b7cOPKA8)bd++-!2d2BaU<8jWrz@Fam*=?<_bY4x`! zgxmEz9OseKt*de;1bZiIe(Pe#hG zAo>*b_+8;A>}^eeez@ORnbFQbgj- z^=xF;g^4fd4tyL%%FhBpCTkXf?@X85&PlEebP&35PH8{A%J{Q_0>RTypYEq1e6G`InLOoS z_S4;?FqsyZcW9=O07lo6GW^?;e#bg5+$u~_K6NLCAx(IoTM*HuJ(D>LDqQ#!N!T)^ z4grzk`}AYG6}0~LaErfATsPFLm*nb@&UdIe&}9LVLhC{GEck8x8lKa0wGaUQ{{LZX zKfb4Pi+Z(8JIOnJQ?L;KY7GO9%P>vp9=x~rkw3?G2JT4;bh@|5C@;30wD;A#Tx-!? zL|}4H-Gqc5UmYchfCUq<&E;pA`(qB&a^3Roy`s*rtSkOdciSLpDp{u{)~KOk-NG*P zjFW&h6NfSMi600ijNM`7x+ub_wW|bDZ~+X z#p-Pk$CTHiM6MyUN_v-F#VBV3}f?4=& z?X7nBIUCdU&4xC;#svTzm*j8VQMx|t!eIY(1ZswC=ct>?S#whFNM!hBsZTk&SP!+{ z$usA;zaiuGCpp<|%JOr9?W|dN(4Q;|;s$0;K_1nLcf)Omujo$25NZ0?t6mVd&*!GI3q#knn7(#yJ z=QYB+>j_NWpmR%h@cG-{8F;LI;MuZ3zYiOhZ3CTaupOa`zE=sGA`~31y#YkGqnHd> z6a;W?RL04?T+*l$53vFH!~nJTT@u4;+D{0sT^yMdw>6SHFG4wQCeoiiVW`s}M2j1t zS7TTHlQyr$94>}p5`(_>s+=|f^RkxbwC@4;bV8^=nUwH7hs1KbEW@-x#j0{%f1R`BPf) zUo1(NIOSc#! zp=+4_AN--pO+PPPxESODErE+J_7WG1$Jcd?=7+J^bS)!*r# zZS^fGB|3=wEPtzECih94Md#YxJ^nlN_Y%E#}7bFKSuI_x)(Hy7~BR2c^(4=y& zbkgA&yeaPs4TlpqA!g{@nKs+`(C12uJ;V2gK82oU0gz@*?Z0Pl2F2^y*T5YWD>BiP|aMpt*pSY<#zqKH|Zt5A&APJ*b48%u_ zJ~t<8s>58eHk97E#q4s$fNLvv#8tCDO=|0IOS-PjBOa<~tNjFs0ej`OG_g)^_n_>Z z=Lc{jCN?Z93ZiV1BTPGpr)ZcCc%N(3RdU5H^%T;DDK`y4-dE$q2 zC4{HY#%KuAED73)#BbF&l^Yw8v+=I$-eD#7z6H4`)2zkazt)(j< zbunapl3G#pcF4NF$TT6juRX{{|Fs%RLv2w{RxmTx>~^Gi^FFCo4f zBRnY4jR7;S#P$qQ>j-*otolJcgfoCt4_%S& z=T}?)WV=Ws#mRlSIqaGCoShzPKDECZ#;7Dfnw`WL6;GylKPb_i1~a{r)IPvDuD@@q z{^(19a}&(4bQH?hnKEF2(PeG>g0tS_MPC>2M|Lh>EU*?CKCE_xYg#3dRUs^=yXzF{ ziZbb>0>YMpZAY_7bpkXP0BKl&re&R{HeAxWJ9?LqZ(zJ%#eIGoNDb_Q!8VAc0as%hMtB`i=YO*wR` z4I^G2NXcP^3iJKF4;J!0@64r)gdp%IrB}1?8b$u)i_?kGEJa`$LDMl2R#Ee+(a2Zu zpglugCYSrb+~<0Wf!%g4j5rSun4#r3nWHVB)_2Ahklw88jj2^$6(NKb;?tS;Y@8d^N-POB0yED^Mb?O{TPoNM&HR%Cf`TV))J^dK6`esV4^zm*r z1|HkE+>B)+scIIhMkB@ZhkJn3pp%S*ehpW}}eS64vp7hnQ; zn#4~PuX7)L9ufzB5fa1xUBR@}>+h%}cgg8kXqq<)333PGG$|zp00eXEx}1NFp0Es1QR|;*SqoT4Y#B2Z8JPiNR_8(J5{wwYWf-pDkz`MxSKAilCF{)%sd2SGeR7R%%Dy7fc9zTMG$MIU^H+3d*4BKb{6K{^tsh8;(= zXAZ`Kd4dXhUf=&_4fZ5xjD14M@6I^C$K>~p?Iv^Ew^b?F<>Y#a4rtI&it23&2xfP$ zrcCQbFvNiUfiD&`Z37?J#?+%fq4U7A4*I*oG6 zH;PJyGR1->W>jN=OIN>)l_nmKNn0ODxNH+6zbRcw-;FE1yJ|=R)cT}08}GdQO}dC~ zF2K-^lqiw^8S46Ljuu8yCs+fhc}&F15Qcv+%yZnXqhkvvw-na?t~*$V#}-Cbhsp3U z&;Zi}O>|b0DVj8PB3ATCdaM>`qU90<%}|{5&F)_;9YY3U8WH4-hiw~-(fDVH8G-)T zi5Ssi%|;2eK!Z1*5uB^V@ef-!u#pu0eMQ|?^D=7~k>zF$H7PJLYbkyx-Ri+{^{vy^ zva$?l#We$3aYu|5IN`b8dTWXI%0z458g*xRl%k2g|2M+J>iCC^+qNZxz=Z_xA{0vZ zxsKWR{7e}{9z&9sx+~^(eBTvc zIKva_tfz+`yZQIu2HL<357ntq@Y6H&b!Z4J8!QXu!pASjGd5yzB|V~!VqW@Fe+kG( z(R${9_BHkaB_|kr0i%(wf%hg;EOAb` zUUlN&ot)8Jc7zy$BeFAdr*`uMH}Fg&c4b(HcHbwKj-j9suW@Q4cmfz1$noc4AioU& z)JTy7CpI-PJO-z2z?4R{T7+`s_K?FRi1eUA15b+h7uFwaX2xw6#Fcv8i{jNZi<|um zlwbXc;?yXAYB%Fir$Idp>ZarMaly1Q9)HVB&#ko7F^t3RF-|~??@T3aIgWht^_xnH=CA4k-a8^p%1bwuCjHwli!7uKa03>r^L&LiVb+rXpK%jFe|17l=|(Gph( zCHPO}yvO#-g!7X0oLLAa~D>KbMc{kgs>S;n#v? zY}12|BV&8W6DRO62sX{|cY*npdvav`xC(Bz`@ci+PgWtJ#8<-I53h^n20G_PrUXZwjT5;Psk;r~SDlqE*Ou_23V^u(4p^U~hqKu%3XZxO+q1+_ zci&gmZY3l>QFHAQU$heScV{Kq)BO05so>k0 z^SYJa6u+l$KN*9&zm#YZ^9uR8`W^Lh2kB^~9jE-bnVDpJ3>U-f3?Ia=%Qq6qWc4y* zl)QeE?~3wU>DoYW@X<1qG6HDZLDSxCFR_o9C>DYH6>5RVC3f$KkA9^`pftZ9RI zZQv7LTq}mz@!JSJ>_c-@+xMh&4a^J;FIa|UV$rRTKQm(lK?}m)Z0o87#pYuo zT9FcwN1PT|1VMYS7l-wAmuY@*wlMXMEy}Bn6ws&T$`hH5_>jMJssLaOu(R$qyZDY} zoPUN!Mws%4x-H&fm0dY@(xnDSBgw6Jx=mmSnH&C_9>cnO89`HE^-;r0gXU#WW0$xq zhL|9_l+t1BT@%r#uy!i{c`p;sV}4JYpgg^d74G~{4UTmGLc6b7I)HcjSAYl8D4M)^ zN%edLrJz%OW)y2*=_;)F{Fx5tszW(f_(L*}k6*-&05cXxlIVP9|80rp%+*K#mqzhj z!c{5JYVegxr}%{BVraK=9Byxv`tX-*Vr~fP`pDv8e{|jMBAn{fbdMZtsBR za7cDLU5G7WIc;8vv?W#Q*dk7(?sD;2-6ypqz)PQZt8D4|AMX=gF#`Y1zcq!w{PPkh z*v>9QI$ozNPs4x7%_R}oY))JI&pVgN?Im03j?Y^AEpF}$ok%?CP^*}nT_3#_oyw9j z`*3o6>csDvTodGqj^~wI8@zM)MoUzU!ti~nS-ea5M$1&KEK08}Ki72|#EBIgqj5g! z8s44d%S;Agh^v`SUuGdJD65HBS{0>N+<#BbMA#`Smd#OOSn0)*DHi#es@=LP&_y?r zr_yFq-gjkbDws+>f;FOJ^m}RzaF?mJ+5Fr-;9rnYOjiA*My>Q3%>&F$wyjea zo}pFa7&L#Jqxa&;c3}IWBz|pPVL9x)JnS5&mIb@n^{%6J@C9wG_jH-lflyI@QR>mH z;(4#6Gi`YU=ibDA7n2ai+*?C=7EBOehx8DGYJ>?-c}~S-BQOD~gNIe6`3I{fB9Qe5 zL`v;1vZ=c{In)UdONo%$GC5jq&C%Jt%ZG>6Q*}hT%jSaD6~pHFUZiF`jXY2*3hUoP z(}RQSe+JN80Yu13g9?B=0$Q|4?$hs0`ty^+4)lRkp2R}?c-EGQRM9BBkyIU%aa(pX zG-D9kE)JgaaunV`s()1L!iN?vV-Twusj;2wMAiSFYRXQ1@+BrF%3~#PeQZhu&Ddy8 zQ~0@ecgvhKjJ0g-X&`W6_|2_aG>HDTnhgKfKr6zSk<>9W`4x8pbv=jqqCZ^5vp-jR z;(4FLqIhkG3bR`L*_|JN=_^q(?HVwlyVn$KyN!5>Tv;H+i32HTQl9%-*i}e{Fs)m`JUH@c*oX{N4Y4%YxikF@x1|(3B&+n)yG=xaop+<^S)L^$7p) zI$#P4Fr~rJphq};B(>jcTrw&=@8-X50#<5JD=^#gyE`}&Q=3RE&ENK;{m}1)8tl*D z%o!~rYwCip=s^>yOB-5571%HY!PTTTLj#gshnkfTK?yV_W7QT_*UC@eW6ZXIeJ+5< z+Ja&f?F|`0jy96IL=BKz4}$=}1RJ#*f}W_&8(?B2)h80*6$8FfHZx)JFv~#Fp#kV# z_;^<9CE%de39)=Mk>~%a9}2-_xFQ!HYHZkb1>Dq3A5F&V0eKp!nQl0Q4zI*%k46(a zvZ$KQ($2ii4N>mxu8utlQ`wg z7Gm8=RjF`jg$YXLv~_Kg(KB4PD*Tz=+_q9!U2DauI-h1)Q2~t4O>(Q4ue_&vo6%%Z zSjs-9@i}828z)jSf^V*Rr&Qq(QBHzFA}j5`k;)wZi$oj~FA)EqTbe@_Sg>0Pmz6rj zTrxZ=jmwzHNS-k&3ImVbc1U+1RWkuX#byR@o&iUOlvUPbykzUL3->qk{Iei8!s}yx zj=jp2`{F%!Or1sJSn>CZPWFATk1KOf_&jkHGa^j&A-~k_6EpjLQK7BHxj#IGdznxB zCOF^00_SB%X@Mna9~^L6ewm-)L|cagzP&H===fo~fe={en&D~c!Dq_7T4CMU2>@Kb zlHxAo=g&~8=&E*X0Y)CWP?4APzciCa9=uTjOZq>U0Znh-Sc5>NY5142JPFVtO*!ev zfz>Zw$3pb49_exy>-U~v_f#SasjcFL&jtx-=389^1gX`?s_{M%c86v~9#%9NtX4R& z6PWA&SACR44u;hSjl(L59`CeM*Txy-zSGrguT~C+pQcPd4 zf>qXMW}Ee+cKy(O-zh8G+x{bR^6vXX^KS58ifpzmKy->OlGnMePB=E)JM}K&)HYdU z_1Yd$Fr|#i)*4oOSh(;BKaY0H#~uy8-!B%n^Zj|>>Ffsdgm0`%pU7`xX^1a|-Sasy zooB3a)}LSd4b6VEn(x%+zg8GdYP=x(_qU=fFxWY|Wxg_%lcMc^Zo%2BJOJJb*g(pc zFpYn1Ptg~}K<>@#AG(NzgW?((M!=T3b*w#1cjt?d&*{!><0Dc{!Y}dl`MDV?#;0{I z|1nQeAl5!ovRS0nSsd{n2{jL~!OX)7PdfC6SHplUD4Y|xUVgp^|;&9{erw9eRyaxnVi0l!u7

IOhnYwywmvda!WI+7Nj-lxjUitn_93H8NdUm`J>UZcp&j_<5sNkI(^LD+nX zI?n4$6$0Z^hhcKmmmmTtW{XtP$?1_V^ih|F)1<lOH#aN;VBQ|A7z_| zd+g7}$X1@k=W(SLGnw9!i&j*H8J;u=gZ1<-nvt}r&06BSabffOoW77{{c16HpHW+%StGO`d_?rImB z#)iwG@tjxJV)t$%zh6D@3TwMcI#Gs`>VbRsr~dnRof{N>t_UY)s-PeEb@q?uQ)XFx zF>^1!j6QSqvbfpr#+!&xV%a>HyZQs@nxIc!b-Nu zpo!Vk29gY3xRNrEY^7>i!?MYY^gicDGPb>&hE)NPhpGA;dx(|H(?ztXX9GH7Ja0=4 zH^G5I<>nYhn)9P)L;S`7TNiL50&cpOsK7*Lj+5e*i#>%4^URD)vAGPNW&cP?Xt*Oh z=dhW{lh9jyIwVHQaWW8pOARAnR|57B-+ygJ?6EwIk~epxB(Au3iM@`Ni~LNc<9-Bi zU5beXM4?c=5`ej?^LrbB06|&z*sf8lr!`5 zW-VLT8JpNiWa;@UjsG=?`y}%TK>T0o=)Q=yk{wgD8SZm|Jbjdn;M>FOAjgZt#fxyJ z!Mh18gr60sXD@MOW;&J2oF3G9;oq-=lj%ca0czZhXeyz}#ktMKvr$8LF@9vc@uCyO z*HN3Ri?{7t4?~-Ha_cO&L;~G;0Hf{K2PNvtSX9ygk=$DCB7X}ZczMuFX}_)*^hF}V zQ4Wg4bY5;Eo$NUF%ZHPo0F+>Q*7n$ZbVNREdV8Uy)!OIEnHzSjuX3xekBOpZ|28l( zD20h8KGg3DR8!S1oSPyfrRwN>;U!_JhXeQ(av3^Xz*RJX`a%YpK~O{oINYC${mA$4 zC7LpHyi=53@0$+pB?jN@sht8+pQZ!luuR?(AAagAL@X{Hoiw3-02q70MWhhVx>x&w zbp)f-x_KmZy{kY1G969qXl~lT3J{#pcye?R4hy3fwm2q;5v!O?UfR>j=w)ulNr6o# zuT|ojS6pb-C&5>4*8|2gtGUX^TnNu)t@m&-FBZPNB?Y47_H*~@mJN@)@LX{9++2vy zgM_H|)_o30KO;CVk8aJ#G%Fsi8%SeDdG>!2V@qAd!j;)){!>v{$n>rCioYDxB3T&V zcsLJSkDSMeNhzhS-=CwCac2YNM2SN#H}!v)Fsl0S{K`uoDNq{b%;SuxLWeij{cgNh zfD)~A%ZVo?MW{Ad=S|qlv){*r9r~)FS2*OjB+01~h$6hwDvhvJ8f|6N=zKRbDRBt2 zuO+RBU%N=6WrNF|>>xt4HsozNQGav5s{TBd1@qMTCH)c8_|aAVCNT=)U#*jT^jm%F z{%*B;mhsFE18NdqmYA+eU)}TyCmpvX%WTE_W4)O$26@c#=b7^VN(tdwG83|?=jULD;^90B?0o1C!VkPMa7uhwM%N8b`+Jm~oCoS*9rrFmsGjJ) zf>*6^3ne7;sfCZ!y=ZAy2c(cjQ1@TfV~r(YmzEHcImnaIK#z_g(#(Gd>wU`&x2sgK za?Kyj1Lt|%3^XDh8lE)wDX|3(62t1IFOBmO=YJJ4=d)Sd*|{dL=P{EPuZ?}B28z0H zjjB}Bp$Vvr{%I50e$9B^{b=8R2qx>m1MNGM(^zjd-&-#lAKoTLONkL&Ea<@DxP_r9 zx%3ILPl^x~ZCBKcQA7emRM=V@SS)KYRT7wZZU7d7Nax(Tk@G;h-Vsqgzl{`5mB3_n zMX}cXt3{!9D6c*SHjQdSUSLtkeuzA>*b>Cy>rx(}=m%u6TP4_0hkW~{SlZ{>J<@x* z+$KKwCJx8pv{k66LOykcE1YiHxr4lT{nSY*}mr0Atp z?v=7vSp9N~@oX7sJ>N>%d9Ydh0E3I6n#nj%GZjb+deq7)N~^!CpiwEK{@pEc{>66q z3lz)&{ZAyUiD}2A zxR`D143BR1>yO#?d5wHXGnKTxnygtw)ba_x>|qSsy9!H4Izf>%KIru~S=w*fZ>+D| z$1fLxo1>#oF7(p&TWsyB{Na75HaM1gy5^tdz&1dAi*fez59xxGpBaBc=n{smUccHM za7X23gM}4U3a=cBq{>djXMC(}nn6UD zska;$i!9u;W{L1m}1pV6!Cs||!UO9`wuNs*vRGp)2L)yM~NiNLG zPqld`ctClU*4#0rc?Ur z*(lE(5aW5*G!4kUuD;32Hq`=R;2|Qom`xwMcZYu~UHF3hPhm9}*N)hJPgVMY0AelO zKoHh_3D+fNhyyF7p4@n(v4WXCF8HQt09ox*D)w-~I0I-^k7`{`UT}kf?dU{))EsU9 zi_r%95v#q~(#@cJTWYH7fE6(7(Tv(-Ty(5Y0^B?-Zv;1fVnDWw9jJgRbIoEASt5zL zS{zF1NxKq9YgBtc7DgPQffo+3@q|}Jk!Tm;0FR}hh+=)>SkNCZa8^f?!j7&F^@_&@ zb4k5-#FDhSdg!Ze3GB%h&8?8p84^#|y;(SR;j|n}l};S%N>8$6OrLFOq~JZa7fl<= zr}H6K5Q_Ri3UbooC{ijMHEd`6N&86|sVc13O)E*IJU5#GJ<2+j0aDfi(IbY6~Q|CA_~)u)Y8q%XbxelG!VG|~g*5+xW_cWSsSnR6Y#va(})8Utb8#Asa*Xs|Z_ z(h6?TnBx+%lM@!QtP{kz%}{`9OCh0J^D{YNte%+v7sT-<@`|jnQ|QB zEy(dE@DAF3WrdB2o)%%GVx$tfiR%VoW(4FTXn%NL+2WslN*)@HmJwihs)|&0E|%NS zVHrE7Q!g#uoIAd1hZ~|fVm&sK@J0@?8tGN>g!!!O)y;(Vh(z&(__UJ*XdGV;@QkP9 z2bqeIUVJl5ZQ_8R3lUj?Dqyj;MhijqFNCp!DdrpPFrWo8@^EYKqZ$^0(s>ruCE>A@A{x%cm%lxJX_1Uu)j*aZjD9SB zVRLytQJtdE;8{B9ut@spv-#lrhk682Kf~us4hc$svB&pEA?~{l+s+?>OC-lEBPj0p z%_gCL4^skz10tzg*Gj6+S`saDh(;9QFbD_HvA63`O%kw0_}0yV0ZhvrpDRm35~N9P_OF}+!!Y=@*a;^U>sMF0-8t*VKhnT2?O23 z{Iouaf{5a+qEWiR3`+z>Lcs|=-P6Lf4vB5RPHnVEHb%wlgHP0h+g#a&(7VOjl3Z?E z&mARlha9kIH3pT9J-+Y?@4Cc89bYobt7*W4dyf){xLEw~5P9zgM@*$HCf2dUL-M8z+LvE@;aiFyo$#aXSZD$&u$OD+1U;9V21QO z7Y9sM9>_+mafoE1spf9dWxh1*^H?yZO?B+v_7zIBb>SB$Kk8HGqt0Q38L=W#9_^DO z>WGr65s!brMl(*hIQGn^qSk@dlMG8|D|r?K6^N8ve2?GXg8Jn1Q6&nR?va^dW*DaU zE{GiOJ=?CnWPWUm+HH0oyrk%QgPb_}8!mP~#s)pOiaM@ciDn4EZJ@&3T7(a!h|r|a z+pl;+3y$Z1h)_z8giVGRJfF-xNgyZn}RM3;$h@s#A;J-i_e>BWq>s0oCDz1$BhS zQm9LMI2oIHix2$2eHXqAv5u0lj*_cdR5DjJa(g%K_g*MNXqb;=d`$-fdnE^W&2&rg z@f~z3HaDgj`SEmd+;vKORuT0Iy&Fl_6KEa{N{=b^+*C?j;v2{PlD*krwRj&uVRH;H zqn3;SYyD$&11gasw94jR`A3I({*!&hP+A_ZC6b_ZOR2AX>YK-0h;AiB>j!A>&0E$F z%)YKnXQ9ON#v%s@YKZ~M4z}8&9gE>V#L;1toP6Z+P{U^ruHv^}3B3tiSwwAdX+W~% zu$L>GIB*l)Lb_+f$WS9Zd<=9t_Uyhcx!|I8B5inCD4|P-4xEU@s^LTOVP3`Rcn#}V z%6vV1{2|n#pievPKmM<#OW~-0^*R`uXk_j6aJBJ21N#w~e*bJELY-&-iXVR2gbo)x z>6dwC2<=!pd_9C|6%vTkryaq$s1b@g>W8@xhJIf9>G#iHmxQ>48EaomyQ3xt-!Kx1Jg+Fo%SaE zt~k|6zKAiSNoTdcOe`w9<>$F> zu+%8yvAwO0di>hjC!N7_-!vJFvjpQ3YN$rjoz(gh>haqt%UYx7`;$x=qjP6_YSacl z2$0niZE+2!?UQ7MykGzIANaTtmWxhoSpG6?g36!NU4Rwj=nZ~8O?bcVWI6O(Z)L&00GzT{)%E+0T8*rcMo^LfCc9)JKUxcGI9c+umdgs`N~(loyGGE@ z{C=~UA;yUIWD0d0qW=W0U18?|ZTN42iYs)5_4_O^b`oBTv?EwcN-kP6xoSh6vAO8b zl;C5kHqtOD_?53i%Y!YTO6O6J|GaB&UgtWPXr0s(v@rhANw_`d?y6?O%3w=JohMUV zWg#uvb12ZDQQ(&C7Bf~l>c&Kl0l-srimw-3XYE?+)CuR(SJ_Hic2d@mi^SgwB4`iy8&AX{h6~2cG62;ZP z&cA6)74{Bh+3$-8zYCo+I>#2g!;ZdnEw{fn?cRx0$(>I<)bSMp&di0>cKBfVyk@T= zSVf08-=A1k?Vn};z``Avm$CGP)ImUO_k{FOr+i6+=^gvoVWaL|<+CI;F|_+Z5yA2| z>P5neL@Luz*hp!!INOo$J!bCJ@8@Ey7;*3=9(M;n7T3BC8D;rfR{>0F@~AZTe?Db- ze?kZz&zUd-J6UFqXw&<>kWODCfP|H3JFhd^eUA(yACFdvO zrP#uuSW3jinxekc8*W3gOcxGu=%!GG=T->7v>c9)fUEcnKuC* zhUiIyA`kV^^0p+@T4mB8axm9p4Tew4T=~YM!hbr{w)2ir+7~B|Rn{8^{OE`g1syy@ zOdi2TLh}kwg#~a4(2LmGvuQn0`Jn$pAX)FC%8K?cx2`~(|402AW{y>q&|EHJYtE(x zXZ)x@m?msXCZGlXW+n@_R|U~97}|7)7nmiq5jkd5w$(mU$H?ZcC+oe!yJDN-#cC?% zxUsm^ul4d4IL^~r!begAw@=^#46%j_);hjWc0CU+vdL%x)}3|ZWPXJ z)brdLy8dSPW@`+~YEiIm8a^TY+#G&~TNw`v!)$HDJxe6nVhG#61P@#oCPHTLhCV{* z`ofI+E#9a*R1H&QB1 z0lcJJs9tec7mSpU9^Vucl%u~Q&q+GbZCSsWs#BTyQ0XOvDpEtIpcajcg~-nsB3A-Q ze}%&MujaF2$KSe2oQS?Vn)Cnjj^UI`y0yD>m2SQ_PhnQo$uC~;g&PiTcEmPBJJ)3D zb)vVI!YPYPc!K0K_+BV0yaY4YG%P6X^ci0Kn=UrFVMruEaNS0zBQ~uEi;OlwQMK&>U!_Q{epUn&hWy~UIi&srK zd49-WYM(OjQOg;!xEdQVomoe$1SZ~(hB~=qaCEJyH0tr&G{SgB&Hr#}g(fgAoli+G zbKG%y&o!h}M#ZVN^^;Q%wv>)eLo>Ztx4L)$n$b#PVwPivepTNg0Kza+uO8EgIWUM| zR4G2D%3E&}vz>$~*tJugx8npu&l|CvG7@j;Olh7$3r%{9q_BumN<(L%OD@&siE-3b zTFEcBE&W-^C>b-^#XOww;7A4q$Jo^j<&)A%@8+fftA_cm@;{SQR`|-BeA)C4W-=?( zA&E|5RLy;fPaGclBJ;%Z5f9(qxx$#DNLs?{u73;ul*tLf7gqetZ7`Y44ifXSRszhn zWEdy0t)b9XMv-q{B8bxf`(TKGW%MWNc%I`{f6)6{Ri{gMq(HTkC#|Ujsf&}sKY;9d zBS#InlhFS0^E)zl=*wB3scCP3GY;w_4ZO7cEvML(=;$6Cd^9O3`}$Y#1l(Zo8JWTF zIZbheTV!BN<~JMw&L-tvUqqUK`{zwU${6r%+vWEM4iYRIpEyKXBDzx!2~U?I3JpDn zam$G7C3#rQlb*AmMS?Z!;%3vNjWYJ|HV0*6o{J<=-1uiz-x8uXn&dE}-Mj=RKBr&D z^nL-_;eSyuynAbX;4z|@!tVFJq3WV(yMjcC(OiBBdig_k^_L^pySQb3ws6Z~hn@QD zj;M*_fJgT}%7g!xyc}>m8ju~9mvc?c_sL%Bxk}TH@Or_ef9w3{TBKu5-+JdpV*QpO z*OX;?BqEglBAyRpeYrHPV@g2kn^f4=RnGJW9CVKQl5C2Omp1CHOmJ&_mJ4BH$v+1% zJBa_fjJfExRJ%KF=#T8+N7gH5>wxU-cwxf#SoSg{DuvSR?vSQAtslAUEwb?w9VwK0 zlYP&b9s@;5!Xpr0Xi)+iM?rJqc&bG%RM?ao5#CGQ&m>b%erNRB?$X#weh1wiETXto zwO!8YgH^=pa(<^7^ABGyKDQV;RKP7*WEb>VoTiD$L}xiIaD33R6UUF#4%)oCUsWw0b&!pZP$9Lq+gNvh)62JO0qs@=9RmxwX ze9(sSA^t5e8Fr^Exm zGS7PFGv`&0_i4^M)8MB_2 zfoWPN`CFp|x7E^hNlUa4B>$v2$sG=k5W*ee5Q$L#$t^5Yv9?<$3=kh!ZUBub1jvqa zloBp?%3Vy^+WHsebDpY`9+V z&+7vOI3`)9T_@BHmtq1NIk}$Z=f!t;PdNenKC-auS@V4e&|Fwp9D!0ilxn`*QgGoR zLK5@Lb$i9KekGD#y>Dlc=}~Nrkc~~G*{!WsG){Q>eur+t|6f5gJubCT*!JpJAHb>dkd$ctF| zH}*PmJZpdRfPq}@l{TBP+hag|U%&QjpGGEslv%%lplFeooauxE|2$7(eXTw^t@D^i z((BWcpU8DL7}%ked)eR~(}$S_!k4#|_}H9t{z85q{DCAtx8Cbe9aBM6v_F)z^iM`m zcdBlI!GaiCqR6*KJo>PMz}ysGtY@|NtlntzwIQ<3Wu!mhM3Jp&F9D(spEnoASt)?h z5KRh)uBpge_MQZ9$|qrKDrtSj60&q7S8zGdRPhjV^qxE(NZX%oUmA4(kGT{*Eio$~ zWbU>pZzH`=Zb_WO&hJQ#n8B2=d%@d)X>KGef-7@%m$@9yUiZ)uS?KYfD9vvh|BI>= zMXf8ixJz0NXRCYRAIQ(!VmG508nD_@e(drYvH_4O4pG6$+$$SG##~17mAo++qIXft z07_+(I|RPZe0(YpuePUtz7>or>P;AV{vCSkRt=pv;Eo3eih)rsE8-k&V7Lxm(?sh~ zJt&k^hNCmOYE0WN^= zGaK(Za0aMVzvj$8`qJ);VciMt=H&^|BfbXynasvTOfM_QzYAt&gMZIiTtOT1R(frM zs-XQT6(1D9m!^(&Pyqi?bOM?_;#@_!OlZ-(g0}6gbSmGM6w!BUl1k^3*8@9(rUL$* zY?yx?9Ds30kC?-c>qzryzkH3?`&4%zOPv&H?S9YW4t-GU^!Nff(6eK*Z;Ot8@+C0i z!Ekem95gJe$2ifkx=9vzd!|tnGS!#tE)%l!a#xTvPh%WM(VK3_INd=|;M)sHjDq^= zT4)uuOAz>kr!j7nw!04L64u$Csx`o7;5?)C_G=!=F`S^svEER*d$EZZ?yvvExY$u( z(d{4rN32A7Q8%~+pnMKOw|GaZ>`bC4itWa}RwS++hE(uvVMC6#1es+EQoGdU3t;F`} zrt;~%F(n?1(vWI&owsqESijwAS;SO?K8s`=>-jh01;`vX=>F3&gFc(jgRg6Xz64p9 z3BXSr9!QAK6!3-Kr}%6d#LJ-z>YV@Xb*j&kofSi)4Ep7;5xZ9#yGPm`QIYz}CjR^! zmn)^eJ+%~BV@|F>-$y?Aq>r_?cqy(9H!ovgfNb78rN;6cAzBV|Sjb!(aD|c&Xi@sV zqY3zz@fppnmoyp5RTY;<=^15{o5`|34zb#%BK9U{zO=KmP(5m1M)!~OzxEF)){%h+ z<;iy7x?oM6!;{w1?+lgxD@t4fc0L}}M7pK*ivhq0~bM-rY?rG9L& zpG+hp6f_b|B0BWV)yJ9`#u@?_>$o@g&+Kgr(+HV29qj2`xSjX_m3`1jK?q~d+o43Tgr?nnt5 zokjGtKe4f*y?J9i4;6OC8}B35Xi>Be6{sd^r*?B2WKvQ$m%V9e4UFjDdsM{JRhypu zF5k_ohX!Nm4Ca^mlC*aHK1uKk^Z%HxiLr1dws_kvc#6uZyoQLB|KM}{fE)7HI2R6* zBIbIGp`F8;6lr+n1&Pe#yMfnZDfHouWTN>JnZ3CKzIC!=B-0E3r%9v}#1wL_ML&ba z!&7iehQDcOJNV@E1?dsbtBG80O(!TM0|Q0}b{U#CpLqsnqD7+qgR<6hk&ML;Jk}s| zaNr6;EIh><_olM2Atu0j543YhL;NhU@w-z%+M1S^e7XA~A6J=uV|;|@inWowdc6wG zB1&3I&nyuVxej(M_eVGR=uZhGe+vN`QPXLIXoid=LnaXETviFlTqr99|~HHVa;O` z=hNBr21^(+tNoEsQ1Hk;$bjy&vhz$RlFeT4E{QhG-IPrh$UrtG3Gw&kl(@VmTG@z# zz9*MBZLE0zS_dk(@P*+*eV!p$AuctSa$)9za~zr(|NFQgi1+@>BF4eo*9tEdM3;&M zPOPraMWUrZUh|XO_EfzJ<#IkUeuZO}>Qfdd^`&>j2qLWq$i^S&FODu^`{28wJ@2$} zJ+_(E3&x3^sjc@CEA{J~SnKmJ30LJ;!g8TM+m}fQ%E)@xOVoad8?}yXrd`EJ<*oE1 zjArovm1x$j)VyzlRCqBXu2blzN6;@q+#TzFw$m&G9mNBNnc9O#52DjBBi--eI2fv^{C5+KE>_&ATl+V}pI{j9S?hcu$`+HXT#9s(~c_^0JRR!D`(L>Jk z0y`OkjY3Cq`xo_k6{Df;wg5Kczu3o0v=kc!DphU7Rh|X%-Fm#{h(*R{CNAXDRPEOQhSMnvbnyK>d7Pp(K zB5)jswm(NKEs!4>OPd`{#b)t<+uZQAXnqvqlg0f; zQ^VIm(KerOLhY`vC&zk@Np|}Ah#!8pyWLdF1d;(vx9MIleEFDz=N1_#`<$q+UcA4< ziC==D(vE~MUT!hEFa?j0U}k@5zfmV!1VQmy+aimxvw|z*@odr62od_{2pJ5Pf}kvo zxRLvtSsDAj5!SVb7%oGo4MhT$@(feCfSs6ygN+p=Bsvcs=CDH#Kct=&P08p=@i)Gb z*$O0#rp~h1KAMKz20W0s#6H(Dl(=mBW>(DtrsdT(b@qT+au;VdID>}!g7T*Py5PcO zNuV{HrtVV_NiSe~A%_e(oATbG^ z7hfr4A~C}~0iPmfDADk3;X>b_|1DNV^!GmtFm1{pHUrDHPb5aVV^D<6aAY5IDFNQ7 zHHkU*`c;9}Fd9}th{D#W-PJaE_CTX9$NwffJN<9+sHipk|Ki4n{(l@2&i{+U()@2+ zqC3WwJ`mSv>4c$Rbjr{snaCxlXe2Z4C9$YEOFb$>8O~d?k1w-A$Qw?E^347 zcW+o*(a)d8gP2JqSP|PQjL5wo-qP}>3QY+kQs`08pA^b1&&_GSHB0ML8!ERtudK-+ zV&aBMmakb_kN5HYC1p;y^+?}Q9J{L@=)rF}1jNaSynI1*KS47Hugg*EIMcCf_c&rUgo z2~mV7+kEF*-M1VSFd)qyICf4NN_?5j=L;>dn+ab!oUh_2vFikgyhTekOL_W+0T%D< zs2O#_^#ReMV2Y7=)Du^s*&(zbsCz35Xy>5lJWP;4mROX5&=bz@TMlVCgJ4N;G<#?j zRY2oFVOAHuIf{-PtR+I_bQqaa@tYS`!(sr9ckUO4sJ7AU`h4R~ZIgIhN~#Mtr!8+E zs+OxSXzN6M)pOP_id)h@+c+Zj!aW4qy&PQ$9Td-yF_z4;?FNe?8xAD0lpd&r3`F>^ z#oS8uYXp2F{TX8U->dH3{rkCvDir9#RaQ>tR8-XfSako-Dl02GBnID3@>dw)+?azTZO!{5?0XUx zc>p<_|K=8yas>$DWtuq@ENc?Bs=q0gA=eqxkW|NgW(X6i8BA(wEY)kXz)S;B+mzIn@lb~{arCB?C`?++UoPL6!bIo|=g_oYJ;rWwz#PCa)N!rfnPZpD3bA zSk~t3wSmjNk_?*>_GE?&3O+_`{WZ7zeHlPK+O^H~_s5iZ4b6lZ05qmtUL4yZjY0#q z766qnfngzh|0^v=-@o_9WKpvQ*IWImZ+T`i;1T!x+!0y^0!D_no$kxI>ypsS&=(h> z@7h$4=bY33`A4KBqTrtAhoajIf}mCFsiULv;-y~;6zU(%7X`Wy6?id|86h8l z6CT4bjBzCtl>#D33XYfXx@Y0*--j17ow+uw4IPB@c1xD?$o3E5+#H+!Kbz~sG%1Me_?oWh8rSW_)WZI*q~CC*gcw5qX97)Y z?mO-pj2Kl19=YYiVStxGX&AS$HLbT}uON&1P{!?vNUW#94czJO1}z`1mGE?I+pW-n z!)Z)@VxAl9b1BgtCdz4SenWiTCPWD3G%kNGzHF10-I~1&%fhhTzIY^OY>(+zx28=t z9ikGqsL1N>P+#_z{K>x;m&Q+z>g7^YXKCbqZHSp4F3fG7xj`T1i06g?cA&bH6w6pc z&f(3s|dZ_0SufipF3{p<;C8hih)ysZ9TgKv!S?4hGr zjjs+*S|sPuq6`WVwRnj@-4rOTWSMPNH@mIQT>F;$WqcH%Wo=SliPu=E<9?AZ zc^x9P6K#2>MMi#RPk$i@{6%astZCW3aW^M$6D_J6kj(|!JdVly&(*7WSwskgim3hT1+>iRz$^GcL?JXs8GTfA=`Eo^(;yX%b@?L|CJl5u^V zqFcR*DYEqxsMtn$9uhbuUBP(u-$0X zx7!DU(-}zwoMYpK-LL7KkUZvUp6GE0stM-mrG8X|PEbmvobHuPBPX5?#j~vnbeus7vqiW_Ei60NBN-mQ}?e+s? z>vY$I$U{6Y%LZC8l-df|`4io>m7xt3QPsVW;n3b$27*2`Ef<^DVyv9#a28eIgHaSU zKt~0#h~p5AwMf=;g5Jg%U;9A)v_ZggPV)xsuYQmHu<9f617amro*WdoBPT*=6$SPD z{@5TloPj#D5C{U1FJ)uHQ{T_3L-ObtryALdE7Cd%Kt*%kmnX%C2Y*b2k-Vb%(&Ay) z!Ujd4V9CUVJJioy3!CP~N`o1D_}uaBUhY!L^Yq!q*dykj&w_*~-_wYNv0fCF@5127 z{y9ZKG!;Z6>C@-5>pa-NxckC5UcKak;PGchS!28~2~%wHXdxmjgtvy$j;a|>wZg1k z+P-hxoFDuDn5zJ~yx~$-kTyR`%>-k&nvYm{J5pi<)`sJipTcIQFAMUbKjBg@(u?mh z^5bh0s*ET|iQ(k=&R5hu9JzdwIIIjkwD;+SmmkiNiCz3Lg=86v|9S)yCCPGLY|uSJ zBndRv(Lc$1avHVIU`t+65JXe);`nPs;5QzJ(K55T_x4mI7>PH|hV~{P$%!(2!be_h z0C`|RlkM(g9I3cR_l;rEKC13apQZ?Fvm?C`ncm&@$LChPPYAQ1s(Q*3hj zY2|q=tegWQTD7XH`4uzWn11E|q3bQMkknZm8?(UEl7`juC?(XjHl#)gf z29RzTQlwErLQ>>^@V@Wg=XvwITjyf!J!j4bm_2*1^}Vp0aLP-30|;5Wg@w~_fa+_; zJwJ)#j5@7)-rt6s5`?Ue&1p5t6;su?xj&z3bn0Rn=k40^0yRV|B|{Ewp@ z$4#-xJSLK5+kE-$rKUZPvyKxtg2(Nw-4(D*eG;o=Dkl*@U1UTbYUWD$G?)m-$2&cF znGC9T!ReF9$g@Whc5K@j<|^ldNZNW+Al9>z@)$W>X|08-=e_Q7|0s#B=4SJN6rM?* zB;3d}ZvzcgCwBkn-W;r!%702plc=*M2>o1ze>4en?*~SPKRLz~980JO)SpF7ipkXy zt$(hlcz-K(Sp+WO$pStm5if7?fM>&+;3u)`u-g%tm$#j;OOY^LB{`z)pH!5zS94q5 z!QW(DQ#)tlbX9cuwIH$W$&v4+(+IeE#5E&g+mY*J*)c^g6<=3Z9XT1Mke?| z3EFO|iYe(uj>8J6Hll`mWT&NqQHJ8c75Q9%B(Y$&!^>fz>>=tfl5#hWSpoeN9v3iD z*d*qldvWBT{_{oOun;Ir_^4?)_QR>g2Q*Dq7~P=(v&gW0OuZwqCW_B6Qeo15Vr^Pf zeCVO|DIU0R8%b5}J8nW;1XKf?c2xI~-#x(U(jhEk+A`Z7U<~OH5_lCLqE=`0ryAII zlX;0T82qV9o{n(BJcO{T(fYBrg*z&#+=Q@Mh#6cZ7X({O)FI#zrQR9oU5JMeR}8N2 zW=_<=K7>-eLe0`t1c{vi(Vd!&Xu%8IT|fwlZ8uY0h~4)910d=LMm2`4iCC!u#r$&K zLWBP#CeC|-d;TSIC@;hw|4Xc6OvGLIHzS)CF+!8kX23@K{m$-P}qOFMV0pS8y`>ki!R&A=! zU{X?PfAP?@dOL%g*8{5lThjCD=V#I{tPQ#-lUxaoa1XD(h;J!XGHg@ zsk3-3h@|}9u1!J_{&HINgQkFaH6Z#>B`)-E90YP!{(Q@kzO(<3ZoO5mLS_&VB||! z8)aL|_#ZLJwzlAyr4Ni5H7shd_g(?0R=c67>F6BK-@K-X3}iJFjCT2k^dXQi>uE0! zUjz$}&zNqCyoo9d4OX`WuzqPr|00fNo9(J+;k^(|w=7~~LGbj+(?(p;I+z>Ot3_&@ zG_>$->iC{t)^nFTeuvw@Bc?6v5+{2u*CCh_|mJ9(XNCbTxT5;a7QD<>^TJreM;6c-=sI|NB;gQRD}$)p_ro zF?G^tJ2E|R6?zyMW74efW&8$0sKrSe@=&0%pT8#c({WTQ{4mv9g{Cu)jEcPA@|P$vZD=;d0u#)O5^(tm!8gFiUXj>qT|6#vbVdWv!Qu>4&&Hejr z8BvcTBJYEJ7r zC>bhouUPjtP{MH3{8lKR>T+d4*Uh3DeLG8dsd_GWL)531EG`%GiXwRS{OY@G+5{va z;B&IT%wopB1#j+3q z-uqV_^M}r8#nh=!xqYjtM9Lc{cj4k)w*ow0_017`sz=fup;2~D$PSwL`n!Ki$j-y5 zzFJz~^i@~U-g=`;O*p=dk}OhnXE}2#$CL`fz4|4_$JTB7nP^WSetKw@vMafdGFk7M zjyG?kX%zL+Am`5+V7JWvDC;7g3IfM7%qOCGd*tT?pV!8Yo%&6wzr{^I|Hp8)Vfdib z#;c5*zWzI}u#f(r&p(!Q)dYF(1LyjNicZ=@;JVi(Ue4iZCHCH>*zk^jtj~^k^`FPL zJ!8W^_Lw+l)>U@Desq#inD?~z>j*uMA`@jZ(w?~B~3Qt{QyBCi`Wm3~M(b(jHXb2yM+s6bJG z7W&l@T-S@Krp&(L$bXrqWP@ct|2r?SkG?ABakgU5tKWv^L#&9?bq@r9_7Ml18zI=H!)d?>o}xjmA21# zW*d4Q5o>#F9M)f=zI(-L~6?Dxc`8_B z-;{NU#T$UxUPqd)$3NV#Zm6xVywQRV_cOZB{D9~w$XV#$f_)|pyFec;*IL`axnjGb9=HIWiJ##?d|H&a%W4lt`;w3LCqF^r20`YzHCa3D&YMf zEw!PPnP9v>{m~f@IPPrysCQ;EArFYJbpVm?pV%yWD*O}$;HYCn?B)4>|1{CcNDS*r zuPdsxK8&M&N#U)}^Yd;3>WP7YS9P`ahjC@=FWEMH?@mp$pc~z>BK9tPA5S+lyRh3K z?x4fkpDM7h?ArB)`t2Fo}(x+7#pXC;I;rx6oi#0jU^0#5AgUt8X zQS0^mE?SLcYN=z(` zt}Yszi8?1&K z*gP&T8tWT%1jyg(0NKEk_+_90Fc2qRy*ys@II6A{TLav08}T*WrG%N}f)+nOJ_e9$ zU*zF`a>|RG^&;PM$}WAz4e=k9>s%s;F9wDmk|$*on{GN%0$0{-u~nruG{zdJ#7(Orh?? zfE`g=!yuB3sZLSAii{BUhv!^pSN+#B3|CkzDas>D)z`9~FQgYU%UH^dTskTAcb;<| zy^UdyUoBR0V_<6Rdp6lA)TaupIUnIm%gUU45x8UAaUY-1wX_X@u_{ulbl% zSuNv~Uq`6C(ajcbNnxtf#rhrwU`STwwU{k?R>Mnvti%#kGG=mZo=9naKZYb|X8?z) zH|9Ee-ZTIJ^1VrwX{Nv_Gr^LK063OLeM6Z5UXR+cgReRGFpkOuO&30)dwBq{=x65< zJ7OK|2-}xXGEsfBso@a50VV&imdL}X?@0MDw~xI_(r~zqT(WguZ4SDZ_k$tA;270o zo28natH@CP{W#f|c_THjK^f)d?o;s|xK?X0&FRVg{pft4M}8`Pzd7ez zr1UDoenQ=3Jba`>%Uo-B1Msew2V?pe82H3|KF#4%%SMF^E8V!OK z@HkzNRs!iO37IIvPepvNCY}h>#StISPPV!O6Ku;aS$aECnntTGDIGSu&EI$J5psGB zh7g1k`>+#|H@Sg;y{YZeijG1OM1j-743DZiQvTD8nY{on`p;-wT)o%aptop0R=bJ7 z-5(N^a47g7>}osFkK=?OSULzfafHh!?y$=MJf=-<4UAhsCt(aP`t0|l8!!VEvS#J3 zp}ec&B!lQ!BNg0CP75eb3*BJkTVvKg_`3W)x<#bq8tP7)eij4uzPd%M1OS}*J$bVf z@Y`XECP(;7lr)om^KgsSK2gm$bV_K2XLXY&*9vLSZGY_E*kANnmUsY-(W05>&>`wz z9^T%6+``;)8at*D}&DcT*dRw&nQPkM}mT^ho+pHEbt<31xmbTf=K71BprfP@VF zD(8$&ZC5*tvgjh@w}8e_$)e48_#eiT<1cYghy4tTxiL4}_lLoSO+itH=Tw7%hh+tE z^1^h4l@pNT^V{YV%LwSt5X2tGVnN`>4}SR8eTQ)B@;8Qfbn_LoPsD_2uC~LC|89u7 zdgR0>m;ZwXjkNtS z$RdmrE{wcffs)~^oY0x&YY1q(>z&6C+i*lQ$>I9rzE%eM2dq^$U#FPWl}Jw^7CwH` zDt^Kmbhmt;%8{s{WyFl%5S!wj4`1&u!=2w&2<(%ztW=+oczmJ+>}dA8nwP52O!>{Q zs!%NE_=p+Wm;0w|{PHzF2Vhsivg>}pQ<}>_gs+4pk))N=AvQ0b8@z9iB;yx=sp2JM zM0aC#vIw3+AKSm;e2Nn(?;Ij5fCED zr=Iih;ZeBYcS)Odzb$PK|GaMvJC`;O5lW;(8b_RPi|-s4qByENq8#E$gKzqNBE#=F z*V9=o4hAyhM8e+MYDPoTZ`vT#jAGT z(8M$x%~BhhdZgr?hAyk^RcwVMHm2ShrWp4<73>v27R&`#$=ecrFpX@@4d=jD&|ze1 zITFoAVkWk#h|;fx5Bq5Q_wA7cuXX+$Y^TRU!^#h8mOKw^0gr{8|Aw9J3lT42kB7Ua z5kWq!LyX6Tp^?Dng9@E+X>wEzna!iwK3TXk+G?gwzV-^RfQ~~~N&(`=@@!h1wK8Z! zUcJrP(N1ZYn-1;_wz{Q*k5`#hhk6^)CC|=SrdJ}H3A=eZD{6Il7Wv}4|1JScf^y4{>83p!71O1rf!~Q;#0VT`dWCjLr zTbf^$R%Pj)Ohh)L0A&1Hy4R0hR6tQQl81xRu=v0AR%(Hfv-&xEgcQ~N<^%ag%n+a;)Cfq04-7HoO#MEv>mWhAZ>zv%giT0u$%sqNwc& zDzTS;;{=i$SoF2Q;a|_Qo*Lz;PwpC9q`yuf(zkzOm)!6RA*{Ncw!g2j-XwsxVjmva zVMf_6&{zi4q8co@r25W5Wg)@7&ZfX#yjIcKK95UnDdB38L9d1_k;v1JP4L4j+7Cse zsLMt_9-y}Mho2`ya@m~r8yn{=F=o)0}~>0K#oLB zadHjm6dDaM_ircx4BHT)O%%54HLqP+(nws()NTl}pY{lah-s6{tf;_10o+t~O*ytD z>k4vwLP)!pEcnkC;S$V4cc8Wu-5AnridK=$xF00zQZV6#xHwHBt?Qa+hsLv;z@Ot! z1#_w;Jej~_<9$$sENMA>bmmSu7KcgEAM4?+zJRXT_}%FTyLXptw>;%kLNZ5xEJQHc zpIoV#PZ(VXGW#+!F&T0u2{5tlv>;udfEsU9uDvXYY613EewIBN&q7T2BfUEEIXHe| zh>K$zk=F2nsv(+@z}C+t1dOhb;nOlUOv=qe%w!V~_p@{!oKxMBYBJQ|KPsQi0(6&C zevF8{C8y>|+U%# ze?Kcv9dCi<{1Q9CI%2$2h*JvHnmP3NFHiuDaaPEl92F7_$At{K{L;U&KZo_Jb1Ni` zh{WCB!C|g(ZeS*zA;wzR#s*tLL!6Qxe{(=lUq1l(lt~%Vq81xNPl<{5y37%-M`)MD zPUGT0bR#=TeuY24_a~jr>u7&xM?qg_vI5G5pTha>5-8}dQYCLjT#Dc3sR!IKQkZoj z{2EErK<|gN?+iV{f$d^ol}aJ6ym&=qy;0GwS)vFDFAcpOxIuL{i5wXHkQ1;7Kn6z( zJ<$X@&7l^;D4@9^d?~0LPCHrHTWWv%@e8C0Dsf*Be*AWu%=r&%zur;Yb4?O6@*e2J zrI#uLI41`7sWd)z_XO*or{lv5_on5(ksr+^Xy}NwBiYbwOw)XOV1&e zE3!5Y#pCPOQBS10<D{Qrd6APMitrQVc+6_M{eAXJ%OL=QR3Nk5B~y;uH#t1=-^E!e0k(HN5_b>7CYh3qniF-(rM($_X@K0U3sxSj4`0?;Q^V ztgcdcoUmo`2%9ZWBSV9RvAINhx$GGsjb0tt}NCMVuo9x!nYA`1A#T^aa6%-%(&muHB}7yZAe{ zM-($f8S?Sm^7HOf{umEdycCS{w+X7qQ{cqbq?F3N97&qFWXSoJk$-Dc8i1oFx*E}`3b1kFaZ z@451yXby@BbNzy!;Q|fBV>1g@eIYP@Nr>eTG7$Ae_|9zu603c; zX76R%6u6~-Dh4n0!J*K5wT3beJ&gRLotI)9tTF1T5A$olF+|fEiw*CXImSA? z!~<{5hD#S~0a5BVWBUxajuJ3?MAf!)x!0ERA_3`z&(`cUhB1qqjAdqYAvMGY*qe<#>-6jE z=2C;3SJUcm<9ru?Q3H&3G>6z2@lUiTAFXm&c*&KPtagq!pm6@Un^a;&9Ei0<*>xlBWK=Rwi(*y{Ex1C96)G9#rvd-}yur+X4 z>{-$3KpG3tkl&scLN=7KRuTa7v6~F-9b*~JtH<%OXAf??gwwIS%sFd0!erDcYfPzf ze2rq7;v0@kpNqoUoT@9DV~^LVn8%~-i5Qn-(Jyvrw?xnPGcJOXk7NLvXo&IjKcuBF z2=0$Z6(X3F0z!{Ghm~9|~g(R39kZQ>ICVG#N45R$+!o6OLR~de}glx>xz;a12xzKQyfdtW+q* zHQZ0JUfxb%6hEaXrQ)GD#x|@zDGD>CX-mxkRrsl1+O)$B5FEoc4hj$gm#RtwP1vt@ z2NidrzOif`Ha@$fB}KW^(~#A@M-Ta6sxsdMH5B;r?E0$v$TW|iexc^Fui`Z5m&6T&jwbIY z@7Norh0iJKsO32ftIXE?>pTqp^dW+3*OSiv2PFnct9dlzlb4qFK$x3Gqiu8F5}?UC zD&6^iYNU%o#eWlk5HFW601HpPW%e{C!!U@DEI{_ci}fOg{W(UPaM+=jhTG=eqP>mo zR}A?a&O#?BQj7IIp1y8Uc^z-KY9J0uKR!wLi4C~reGA@9-l1i@LOuligL#vy`Wi)J zU9`AE16U%peYNMesxxK0TC{nJ1-?$Vs@^~)myXwrORsHpN>XOd9OTjWfvaCf6;rs5 z+NX+QQ3T<4i3Iid)OEREbxo2E8@24Esziei>d!=@AlWauK^`A<6o*m%U{m{6QRsxL zGxJ#lE?h5sJF|NKUYn_AhwuS8Rb;`X$<9PP33ry}>~!xUXapi-si`|0dW~InqS`xF z?oK44{+wt~#}yPh#8kIq^#?gq?5V~GPj8h+_6F@a&IoVjD7)fo(f84|viDJy{HfIb zQJb#wU0*`ADt;7+yT6XqBb_E?+JX*Y)oSaPOkTP8g4xwQ%yZi zdv(FZxT36?|ET6o&B!l`nC7VmYcw=Fx;Twq|Fm(}w;hs$11=@KY=0Q2Pi}%%;f5Sy zPmUGzfH-vE{TpiEhiusfIv`FrqV{?C!pfB6EKEiHZcVK~7xTA=S_1V)xs`&y`KH>6 zn_kk33e?ZhnzF;S!*fds)tF&$%t>rXO>#vU9PdZw~7by#xFrvmsRIZRc?eIv5y76pS<%f+rD7~78H2NL{AAK4GZ?$!`Y8!1>vIp|Fq?c)s9|7S*>=#D|)CF>*+;m(#_+uQBh_foY4kpH^ zR#%4zp;JO(rl?jOy9l9d;AIG&(Gxijhqn2)SZN#8C3gP2r#j}z-h)5}j$#v~&L7fu zq(T*f9TDB42KgHeE_R1&G=gMyZs#x|-+$T%N&I@ee)VJ2QK>lK^Y>e=zL@ZpCnT*_ z80Bm}@`k~HsL+Oxc{$R)zg|`N<^zU8k(IeE%i(MpGn`HkNqFJg@c!r-PF6_B7r#Oz zf6QVFV68Xi+xahqS<=>3ZQK1a{l%7$Q*lmow-EDYLu@DnJFJT6+^_lYj0lksS^7F8 zQDV-O&}29aIfbLe#u_h&VtO6$xYKbUqK$)xe1j<36|y)0F`eF|hOw zy5|YMeJP~?^A!=g?Fs)Y0qxUYm?{{gsbLhS^VsKpSv8Fhfm&bgX4HiWe6gWhS0fm~ zaZ(K!dJ$h7)7*c^nTOAijr=nAI@v!;yk_CQ+qfC)MNY#?QQ4?%c}~;!b~1f0C5hr+ zg;;6=^yZq!2&;sflP4r?!f_xImQOEJiY{E-^DUdtvqRfr%9GxN{c#(iDkDsQJB$rp zSXr22ijFDcK_z9}l9mO|NrxHT%I*XL#WoAPVqOY*6))(ssw4{D#Q>y@ZPg2aSJNYO ziuGdfC^P)o{^#*Qjg%x8M)^SPj&mHN(Px1+nT$1@OxsAtX$5=b+-^>8c`m|MZ_aOBRZw_TPZ!%ZEmupqf+>y>1NS4mK(+OO^pV-J9ABdzFT19LEv}b0)WQtR8C%04~MZKWL?U(*hx8Y*Eh0 zpU5&8#;K=q%w!a(W^0L~d!w+-tmUF^41TS`x&fO-H$DYS0ghdY{V3Zl^lu7bwpV!j z2kkFY3|gG5%5@8!{Q$0`*$Q@_*IBf6c$rWiC zWbgf2xNtCSbq0a!1d;*&&Gc^EiH(=!j?K=2rGbnCNKw(FTjP6PlUEjQbnN>=E%k>O z<*S@s4{11s&}Glai*UotVsqZ8&{B{HK%(z>W$6J=UMbwteTZQRq}?Za6v`An--O3z zJ`VX>XKL+{P={j}ThrDjP_JMSdF3#Nv)frNAa1w=)qL#d@BsOc6KHg>5FCB+0Yhwi zge$o>o>_a9d;}GAWgDHN6!lcr92)^j?_AN zr#*&8Y}@mW;#J`l0xUcfkIAzOK;#V^@yP+hfo&SiMb%X9iAc%U>4I16=M%vPu1kKb ztgwJtSW(aIood@G{EYQ%H!WIik;>zbP!Vx6#uR4#T1Jy3)Q#qQ=}-?u|DYzuWp|-C zFH;&Fv?->O!pSb{D{EvtJ?M?60Hh-rN!`(?qJCLhi}ltg1>(GiOKjMKpy-$ealRJd zZS|^8#>cNrjD%nEaI`wkB4=w*^p_fd_VcxF+_*Sw^gLWD4wj_tb8~!o6~6= zKjzvTL4)xj^V!D|Wl}S_{_S#VM(W=D9ewdaRR7 zxWg~xs^S>)Mda6_ZggBpOW9u6FrM%TANiDg5~DWjdBA7kGsDvSMxM%H8W?Y#$AMhK zcK$Qy!1eVmTfT0JmUXu{D#b$xjayOW$_)T1QRgt>LR z^C{y1*9BeceO3}V98}>VZo{fXYGi~$&0N+Y`8i|+(s>6pIg4+9?VRr*xY}&8c)P2o z=fzd4&~ha7j2T}7v|TOE(iTwrWrP;r8z!nbkh74`D)WyCkq!+pimX-Y2KEsFQ5 zu`V_;_tDUo@ot~~vusnJ53IB2D*{OXu@QT@1=l`hgb>1s0_V5i|7@H84iyI0w)!-Z zorqXXyg>^F@Fgvgh>}mo{D})AjSWiB2M&{m)<7XCAPeeg4CvH=ZeSnh?ocN^O8g*;{NKHbADtZEoye zshHAarI>~WU3klcQ^7)%Mhnm1z7nW56T}IaLW0uJ3=Rx^X_4)>IKqnvp51thP(FUJ zT@MsXfAnjX{RbVJ#P^8z79_d3K$2)R{?SzKw)|>re3epk>j#K$8FuiE9Zb; zpIpz&lzYaaTpht@`k>P19_@&LvuN{_J2RP-^)BqzVGA+DbR0{LM5d#jO4ocFz zXz@k$SG=rxgt-+Jz+{&1)D&#GFTlT4IJ~EI34}aWIr_uR{8~J#dd5>H_7(k9$`(}! zgj#b?uxR(`rLctN8%s~FQ)E|*o80$?vJ{%(YR8nYWRtv>tWxqI*c3~0{|&S5e-JA~ zHPRzhN4I1*MAgu*cs;g-`;WQ7*==V33ixe#ZFxWzw)bipqo%Zyc1Udm!5)c}R8vMp zDXN|nv=fKUuQPAiLv3>%l zi^z38$aXEB*VrHcCZj59jFcx7%?x8Vf~I&zb2$@kxT$BeIgND>5jGjmzKh5CXx!_U z-`N;=)FG#|#Tu$)K0RA)cLgVk-*sfZ2FfQihBT?&0zhx%k}$aIWi(| zGY)jNV4`pnY5K`lOh(rtI<3IH$RzurZ6OWXhUCe-@4X|mE0UOE;JVB2WZ{}<(xFZ6 z5GQL9aeyH9l?M`G?eD#Ex5n$+EMz;!zb(8r@{23r17kZV94kG`c{R(<3Z?Ik%o*YA z=wNFpyfP!cK=MLCqK`lKib?ppPg@ z7LC~S##sbHA6*h$O3%6=T6~zYwqHyoe%;a!V3ZH^n$YpbDlfWz{ZLi0Ukfyi~DY@cxI4*{WSB9LBv9qsP?B&S^no& zYDPuQ6zXZ6?{9yAlcx>&5pi_y8s=om$9Xn0g0#5vlMd$6R(~_*CfZQSMPrhfI?V|U z@yVnS&C=)uY$@Fu!oE5-Dv_~qz#4q{(0;ItI~SSqM#NdZYoF6uNU!ca^hmE79!)GV z+PTa~47I`&clByfITY2=GHZc*T=t{SwTNvQ{AA{&?Qz#LH!NO=+eF5{`m)b=Iy>2w zNTwrpvDs#sKaD;l{LgH82An?qIy|r+N?Ruq3T%D0&Cnkk20)K0E17RwxKg49s}tW6 zYq)gMhxsLtU@#n4ibXsRpivAC(-TEI()ii)c5l`p|7dg$#jek?iE>7Cd5Kj`jl-LP z<1>;l_(FesX%CHcB1Mf|yPxbgM<@2hDmZOjsU`7h!v26)m&|wZur0o%jZHB;-Rf}9 z2>+FeJ@O_I)-?CX>aut|L%?M44KfnZExWdr4<`NQFSj`NbDeNac2JM$_dnZPa#5-; za}!*qLrdFE8}_K#jJ+7!8}>TV)8emnN)<3tY4ZIUkE-Is3m#|L*F~IsC{gs^Ged3) zqSO1opn0v29DfOn!CRdSH>}updz7Rw;@cMnY$r9k0!uIxsa84)L)*QmBx0Y0CZ-kG zaaxt4r6&~FMJT!zCFp!BMp7rH6!4i0H$ZdIfQxABW+*M`{&BVZKe^U^Lw@chZfs}Q zcI!$k(_o|M-cbHY{X3!;^8wg4eh1vS%0l?qqU>JlRcd+!E8R|2R>g<;l}LS+`_$Ei@dXvdN57ryNrg5|X#4d@N$a+T zs|xH7sTq_6{l4h*dTf}`iUD%%RN(ywoiq~k7%&JL32C@A5-s6C7}w)aef?}yIi!OMemDAvRYFN z3gxN@^In*+wZ&h#R!T5g=plcwD3n5op0mmWCCwkHrbbHp{>)*CUJrff@Kc45JMqW5 zdW-b!AJ}5q@n9E3AY+HQA{eQF;+SOLR17mDQ<`_~eTnvJi0+d*x=9{T9}7P}y7k?^ z@cuEv1G=O5_4-M?Npwqn<9!s&3ha0In|?g*E%kNaDiigS!PYCP-P4441!T_6cfbB( zQFBy1k#LHV>oQT{Sgt+8X3m%D4X8a}T0A2asCn7FGd1D+*_-4?Ht_ey$}l;q1AVs! zlUdUn(2LWM6|C&nghz3+BC+2qn(PX`mp=-WAxfG>K#T>Cp z#J0z7#g!yacZclEx)?@!5BMsS5+AOntX{CG$Dqbt`09277;b@pD5I>&b>R@ zV&0+z2}_Na{gxGN9_9L`#C~LdJVJ^)G%uQWtji>mQ;|+ntfz`Fn*|3k7Q~FO0^0T9 z8w5(amE96?vx}WHlzGc(NZHn#(!s&5pfYRKHjGp}Q=_U-knR#c??=IfkFW@cs@E8a zc-16?ZY8IpUA7K(MqHha@Th7AfnvPc1uk}FO5(Z!{|!-ub^ZSv-V5oTiTq0#EFHPp z?rAACE%Ow+gdCZ{TQ*zS5ctA1?>wtN2)hJfbMX$sd~*BXDC%lk1ngZz68FxM*w_&c zjsn)8vNgHHQ3sZQqXJ}{6-9=WVu%*)j&hw3ja_1=4CQ*10V0 zJ}I?R!-uX;MUw4-~}-l8!JJI0C~2IhM-wM%BFV=a>ddUBk}G8V!=a z&mFgk?cK-kh8#(yOXh+N_}X_4D-UNVXD7v2iM8X2dtX`1e-$&KVO!?y5fCzRyvsk+5Xvb4-^LMTik#rv%|)`dvy)tl5@RX^k71F%_`^AF;O ze#-hCX=PHIdy|h?w`gI+jsw#FI7Q1QWs4o4N7S+V{tUI*RFGzvC&bTyQDu8&XWL zA@wQeC!qv_RcYGE_T9S!!KB^tGBWH)vabS29tFmDfceo{YJey0=$M>)F*OEbRASgJ z<1~95mLbokWSp4Q2hX^-Qh_|3o;@3$J%VZYA30)@+>}qOQ{6Y=%3Itc}^99q4c@Z`;#{1+l*200n~ugl1Lm| z5?D}(UVBgVHt?OfBt^?toZ9Y#X47`0R)HY>QCbCx9q?bPo(vQE{R4I*TG$W(%hF4=)qzV_3!Gi9v7EV#27hW|d_ijJn1`W{QhgJod6PjNjZY@^hXbz(|=>p(wJJSML=NI@dogzaZKBoB{b^D2|2+=rytmLK9K9KS8}OU+e&mHDT87WYE*yC zAH}GqAwq~+V46P|DkY4eCPav8WokWWp;@&{fTLN(Q@Rp8p|O8Pgf0I|E;oL=HOEu* zH6L?&RVdFTp-N@3U=*XOF#K5l;4QQLT1&ep>n5+0rY@jX7RnsUPa842@{=G$wzgoq=>~^vq zsMr01{@VkM?@lMb>ioBV2|lan9A|sk0&U9?IWEOA4k`Qg*2?LUm0rWIYKXr?1T9}I zel@+wx|!ezfXmN-A1d~EfJ%1@=pVz$;*9&@s+SbWc$5s_Yh(+O~#u&G}z)L4IkgUFSa*^PwMDUuzj1coYDQnPe1q zJq~z8|B^lyLiN3(zqi^+0MqjpLJhp4wfNC&v`+HWPuO~f6iI;l?qFr`CfKydVHK{0 zxDfb`@G%Jozs>F6q8VVWE8N4Ak>(_)y6Y5m_&#)HaCcU4TUB;XNd*u#X^^i;vJfru zv3`B@X;6E%aKy@bWq}J4&QS>GG)0c5+%E0A#hF4vfnoyNk&=d<-=I7cv}P+v9$;rZ zko3V<8&6tC7Ey@?ijR3j1`mfAzX<1 zvWBXFLhJo{6EK`dbYzJusbrpN{rEbW5f!!kKj91#>Ph)b(|_bc6sL-p81>~nde7VH zztEQVzYB&2o~-KOtL4l23agvb_yZJx1sg5$WLza<=Ksjz>gFu}lT&b^6Gf)hbJ4gS z=4JZxvK+0$S@eEW3b_3+Qdn@@L#bG31X460LWQ%5VDfhBPYNM?D#I&R*g&ftwv%+o z-0r78hf*>JNT7Hu^KHU4r|$O=CBb?4ua$}@uPPcD-|Omty2B^aJIc1Dl-l1?MgI%A zWJ>n|B5{yhH z+7o{;ai}}S?G!r|-e%YSUOkg_C<`ho#NxIn_up8UB@BOX!pfe3`MviW5L=}FhXacV zRPv(Ng1@M<{rG|f#p<^@Ts~v42p^4qbJ_emK#)#Z;>n)KXW4@VIJAtKP&;B|x4us> z+&)P)shbQC9BtUT3G)s@?Bzi7n}7B2-4;)}1hj=S8kF(GW3ayilVQSbxyGDboeWZ^ z7^CBd*E?S zDi>DFX?MOa!8rKrcBmK@5^Cv)c_6_!V0OMq^_47zzC$tFJ1@d^K$b?NhT5~|Fsw;D zWBZ%&$pZiGNJTv+-EAj7?J@Lo*lTu-(y?-!N;WrNM73?SJW&td)c7!k+1Z^e(aZeg zL@*C3?Fo&C(! zYs-1-aPs^ldcXi;q@owGpNA}wDLOucSG;m5Sw5o)QcQcnRsL2j|A!Vk+`M~^>IeEH zCU5K%uK`g%J}splWJViH)c!p0iy-{g-TJ*$XHKlp_vb-1#W3*3r8J0KruUjXlwulH zwwI%|^H<({VoSk0&^QO9i+!)35+cCGe@GCdroRagDqac>x~Ek!R3*``(MeA7 zWjAOypYEcTMOz=1^n=A6c}=a*u@9yk4q4rad-#o_OTn39Gob4p`8D0Si%^lz+^-d4 zEhUlbcn?@7Ax@6##jKpZ0a_F=a?)7b^=CEcje_C`!gmo2!Sxq|Q?RcyYdJhnQkkkJ zGAbxJc?@g0E9)r@6fEAhYFjItNqOBMUr#)iQC`O!`$AsHbD=#@RSpvJCs+|)YxJO& zuXBc3m{V%pFF&~r-$*=@R?riN&Kg{Gfx#&`19;Yz@_D06IN|M}ssrYa{YrO~#>SxnAZOfaYc(owW(imb~S**5y)6NR044(JjV?zQUo zjh4E3$_gYZdVOiq0IAwELvB+)Y4=`E4U1fN{uDSSb`eRm{mO%q`f!_k#OU$FfUafj6_b9MiN7 z?5!1#5aVk|{1tM2JnO1S*4|)&j8H9mn-xztY;T&`Ur7lW%dtSGtUU!<<-~WXbQDRa zNHR{`pza9ywDrt1D9L86#;2bDPYg+vT+d3&U>l(-L5h&S_XQ&pf+%2 z>3&~)mWYkwJbH7x)muZiFrumltXG+!oN4juA=cjdkiXNnLuVm^MS;{T${Z&?^59TEuHFJAv=Tz@H~>_)>6-SbgUF^rP>tv z=H#SJezuX7^IrrwYFH(oq$ zO3ZN{8sKkJCO6%Tmxy~c{j#o%DCcJbmd~| zElRj5Hu!#L<9v7CHHNf+B_RmUBs3lv^Tf~N%)`nJul>7!m!3k^^5lh-6vFF!-aUp? zPWa7I@UEdB(XwlPFDNDPaT}we?qXzpxFi4gpgJAI_LjdF>cg}7$15dlu-=A%#C3!R zf$#a<)+{=UmbTAH-@P&MDB(jmL;meFR>e+AQ4iFgr>M5;cQBT)np2&+4dGfsH$`84 zInlJle#l@bIm<);c~v(R2_HOsv^5bB)hZ$J4jUl?9%m(#APkr?{6oTn-5gt_A zuMy2a!Z!=oB%mwQa2CZodDA?r00Z`C1Qe-5F< zh9&xLhdh4`TAZTI=#h`dWZC-+Q({Gzy7)2vdg$Sf1BS5pnAbZIx6}B0#PJs7UBlCs z$O3u7aqu~)POk&dN7y1Prdn*}5!7oQGKyai26gK7f6Y4YGlMbD0+ zN~$n%0F6QoF)w80`98fmmX}VYwqfBOzw9m?6Nsv3b~A4gp!z(9BddPA2XUaA6&b0Y z=R@6x1T8C68b*N|t|Zmo!mW-*MCv&7ARRm>+7lIv{tvg8Z#7GiP|O+Q zh;4qq3yzm`Bv&N8oK19V^rpmJ^q-)c zUlbTX4v7>l?@2h0N1`eAI0LC<%w{)mrT#+clO$i5h7YA)B3|S4=RXC7)Y0;R9*F#h z@+pIh>S#aXF9mFd15W}%qN03_$DQXA5jCzKJZ(G{M^S<-#snOb&||rLZmFvOKEB`W zU8mNvdhB`1M_tmK3RTR!Lzf7B_of#<%_nHvyS3|>8TAjfzF7o8+`|@u6Kb!>WU+C% z+D8^KPpU!E(c+W50_y5sA>AwbiZ)fuAa>T8a!%Xj&(~&tz7kzCm~TB6`4Jn-`@gmn z(|?kYNf3Z9C(A!c(v~q>udB{xwJq43!QmrHF z&GM>an;$n=En0sNpAS!17FB@LoL*x}aR)>V>x)R`>!wYVLlxjPf2r_G@f|QOR=*FI z56?RS$HA$OCoZ44O*_;qnN}B!INoVYgP28eekX48STPhgYNg=Yg`F9|TDx7lnCNM@ zwey4HpS&J$w8O=xh8-(@ix9Y?1{U%xUKPyxYAlC}y?Ac_Vz{SfZaO5B@Jyy>U8CPS z!Wcp0_q;ejzI<*Y#mIfk;+0o2Bw=i@J`bZ`C)UNmm~ zB*S?KVUALRBi%AVAUP|oea(l|VO1gB(#10*D7^I0QFUFwofHdaw`YPua%Nrkn*W)5 z{3*pQW|NE-MtmDnm}Gsc(7=tBpesW^X;sv9z8Ihx*g{I<4TSABT%Z*{WauW((I@Ts zqVs=+IXldYwVvemg9(aBz^vrJC=8nV?Q$<}%67=}7V@8m~ewy5k(oTAJ>%i3qTj+q*vfQo-(5G@_g!#M$Q76Ed3Ds*1V1_`tcx#T)W1=BeJLNo||8|#Jp|? zulavu)dpUe^^Jv{n`%F_o8HY@gAz%B*J07H@bvhxfk`;dY<5Mr`GRN*)iVOb(CBHy zctw7nj~tHcV6;s0e&JkgdKlD|-72f?unr<0tqyaF{#w`Q97Uu3!u6Co)BLVvBQPq* z!;o&`;~%_VZ;HnYFxJCdNbmkQL{er?KXl`e&(`EPMVA{qV)6@RnhP!x8q9Jgi1U$u z;X3ijJjn1*;ub2lFkQw)vc97h1ElpL*kBg>u$!8~r!|gAX!M^n%!*Ua@>j&hI)trz z$aWj}m(;oP^|%xr^+Pkw0Fk z>+AlsQk%jp)hDP(Iv3X+x!SwQ-BMT5duuR%r()h6*VjjFqMSyKC-(eD_#kY#hl@Tp zQ&YaU<1qSJVCW_1NNkavS}665^&iN47pCqMd%i@8PkC?c$4J5mc7!_H*2_1;Zw5*m z4(gq7p_J=nPbr0YZnDJwfzIR`hXBB2iU3Nnxxa~O8pI_Xf(u~4x*N&}nB|B&ag6Uu z9sV#EA{u)(y1v4yf)x?MUV1bPaDraeI6M5tylQ^9UD)`gJnja=^k{(k*nWQdnMA2k z|NG6@ollEBFr(=mCjivq{yRIeN$}%XE`o)x1v_M$^wcXF^u{LTSyt*jOW+oi^B4am zpZ3M%R|Ufi?6mz=Ok45UsrKH`^M3N|bcDyXD1Vl~m7m z%V{-XI^;&S2o^q3N9TRA3gA(w5#}0LFD(ucK0e5#8#dkR+J5^v)8cMVQ2+&+azEt3 z6;8S9YV!vjc^ri)Q7#@hu)Cuq=A)LR2j5?d3_^&@UZ~Jd|MK&wi>LXd9X>s;a8i6s zPHs*H9>g8rRDgBkra>9ZzD;*@!Tduh$RRcS!quw>Xua{(A+&7Qj0!~F9-NfO3W5$= zaV7w9xp$*1IA>&9j&!vX=M7<={vT!;v6^0q8uB;Q_987qMXmRH=?++Kai24b?)UN! z(qP>b#yUlj2k{`c;4~2;KzCK+9-{S5#%N7$pd;TM;6iS_N+!TaqU#n>A3YwVb(lqJ zFl0Jl_ug?6;IP5S&o*(Fd(t0@od;!K-lkh4O}%A!1O&s6%s zgv+rOUuBOJ7Ppw9Q^mODXmTDYYK2D>EwnFvd0N}PgdLOX zysn8u?e&bSfeDwnz!|2T2K3*=_1EOG5S6JMKBGE?VA_Z9*UbGb^pyZa@%W2JkVvW% zS0i>vh*&D7*|!;jf!`39gwM5bcDgOy)#$OBaTED^zx^saGdl?nY_kV2KGLkK^l~`> z{;*S%O$_q;Rbd}UKXZq?3O$QezWA{viaC@1y7++)GsM_PN2fwkqxy#9^PPQS4%9|9 zcgp_^oY^VxCmgD$`U*JE1P*S)q4Hz-M3b|hM-n%A1TgK>U(>#7P3HJ(rmX9lwXHE&DkN?oc>%=ZMm`8c^ZjzPeDseiDBOO=Iu8Z7%}rcp)6T*yafjO* z`|8ws@%E_a~~CkkdvgrzIY5y`;uqJ^cO%PE0p!fcO`zat2b@Js{2eni(=g? zCnev3P{Qd2SXW(deMK@fTs`#7zt2#FPnH55gP!z_|J(6S7dlevKj^Ezr%kSxTJZbJ zI&a?dWL?WL-y^T_{deO1iEl_)^8WZ;2xn-ZINE~m=FYM;bV|b)v=|(@J|-*Mn0hnh z4Z5Vj3RY7{eyCBP_Lg#I(|g)TSPtkyZrPv~fNjI+PE1kHFC~oq4>@70!``M=pY%!xn9e~sjVV$+f!=O&}!$_F4Lcz?rnE}(j}y2t&UR`tQ<_nLu_ zB2}kB&}CTf8P6EiX4qus-8d;-;O5Uts@1S6;DDvrrgOoPn54M%*Og$WK{)8-M&vJ# zqSxk6Xa71p<|R(g1*F5u;*&7Luz!=}s2{WD6{r2Hir7Ouh{Eoi7ii_~+v6HBW{hvI zv)0QMqpqVV9Hsc8oI4lakY0%n!(WJ5n_FsMJ6B$u+%RaOl=w{ajg%Y%fp1^pWHTzi ztAgi?k>X0|_@e{Cpp<7MRy6hd!u4wA$E^snj@oLO{p(I!gD4b!+IulH7IUY$@|>G6 zB~zxfcpw=0x@!HBwLc^(QGiMPVX@^*RU@i5-LVY{&Y!xe017D34q0L3oC#n`E!z9^;KstJ2S zLWs0?z=b}|5Qd~6i}l4hzdFjgpGu>An`-ji=B-tQ$=+z^m>@K0f_r|{S3D%>cs`?@ zYd|AWW_Ewd9HeNfy)*R-Ojjg%{m05tD;;00^EwNY<@cm~v+H9 zA_Ctl02|I!+k(0cA%>eI-XVDxP5n`RF;}X!-lVZh|9X6;_~Xp+pTkeUwqN&gR)x}4 z@$h9Y=i#Nw5U0+mY8LlFSTf7Ew2>T0NWP#t%eN&KF99-H9MqH!!<~szA~=un?n)&t zS%7=GeU9?O;T`(i`dp+(U048FLHW#2(!e8guX9qIYsb(TWlrKU&TAaVYu`|X$%A8( zOKsWH?B%N%`QUh#lWLN~Ba%@G`u;{LV#E6W-`k2j7{6nH@BK9=^__}bxWc>1+FfVb zI~Ah3qS{jS0J34znH*TE2hy}7PI0~B`&X%=0aCW-YR$9QxNr8!8-d(x>O&vd`MY{@ zLdWi#M0NiHp3(rymmTpQzcIk?)t|)id?^nvwSh~dL^efo88rY_c=#sy>&=TF+4F*< z$wx}8+l&A<(`C}YukQ7i+;{Hc-Da^t(Gy=IkK7$7k;A=KJapCCnz1F?P{O^+$*LIK z4${RjO5E50$siW4vFicu%kqJ!%%qO=cH+6v+c6qO(C5!q$+B0<_D5)`vBBl|)7!by zv&g5|nZGM)m)3L7fujjxK`W)%SGl#w3|{unqXAVXu(!MfVE-@c8)L?U1b z|8w5p>e~+uMoX1>xLx|c(^mgYTR_o^P_DoKH{$mO8aVRWQa+`bxv)CKsiJv{2p&yu z+DoK@B}_d_noI?=Jf#xETz{`sR5RD5e5jl#eP2xxGSe+fa`USA5GxEGBL$P8qYJqh z9cm$yPsipO2J@{yd1M^9#?^=zSMaZ_s%hz}y;Dx*b$maK{SBQht4c?>&X>5HquQZE ztF8S8AW{DtaDKf;`8E147yL#48mf$=c&7ga*!2RJ9(Qi9Xwi?@s9jDeR2dg)+TK6; z6rO|%_)yf}GcdEN!==8B-?NlW9W{Qa{-frG@y4?Sd)yuDlp8E^MPaPU?WVi zDDm^QuOIF8u&~@?`AM%CQXHA;H`&K>fY7@LP!+#L*VdI_hgdRlY<%MwnIQG#+YBy{ z0WvLqmp-kHA<2Z##2N2ST3s-Z8e; zRXX|ga!;4HPMF*m2IDuFx}-u}-=XPus;0IMx}>lSJ()4zk}5s{R!oQSZ`4{gf0O~3 zYS&sD=@z@V-{%?wTRxF$n&`b>5EmnR4>LJJHHp$1p%OD66U;=pI$y$FYqpO~;MO>( zgk~7}F_zd$nXy7IWm!*yWBBhaZJmPNNn01k2(3^u_?xaS89!$8R{iIWy`+QBI z2bw&dQT+L|j>JaN9!%7t{ZgvEodqs0rwevQK&G4F#<8) zyd}#DSy}rc+iC4@j|#W*m^vT3$(eYzHrDo+Xxlz?7D2~_+DmT17!0Q7&54` z-O^d;r>IBXJNVo;Y2x@^ZvUXehtCtct-|q~f%4HYwj{sPY=hr6TJY`{Zy+Dy0}{fU zPfOvTLrTKjyVzxH`){J#3X2m`buiOCNi1!{L>gcBUk9$)Z*&byW-ce$;$ICyEZ^@? z=Cubi^C-Kj}c@J&r=S%Rg_ z7=dwU9;`=kv)w9R!=KPS*I2x37~1+EpVkJZpOW~{Z}u|6aH(}E@!kGUqE!1fS*(JlGoe@4U@=n#0yDO@;!98C@kM`p z85w|wkQUMXgE)jh_*CvpZ9HVD)T0__VAR*yoOEt77;C}sL-?s3=ZsAA)h+=nvYso{ z<5;G}Th3>Q;QWo?LtgYt3Y-RP=G-;aEOiGk>*{-XpHd5<|03RPVDN z_c?-PCVWz(Xno1czq^chb7n}K6vh-HQ;lq;T*E&lGc;q@gnqB1%qCa?A}JO`mY@cH zO_ncdR#8sjo=1%NmrAy=XA*}q_klqS?%J&D79Wn;G3 z1R5=j+Jx3NURN~^g9qhTE-vnRt#RtGlKh_{^hr?ptX__K)g%&iPT8ib^HxRM*21E!|1Iq#F}!GCsrFkfQTTh#wklqGN3h(SRB(F(Pq|CBr{1JJ#U2H zZD`A4lV{BQXfLjlh%BL$WP=Z?@d!gUe+t&FJ{=h6Ha=ln^7pUPzt~DksH_xN^8Z+; zZ;kmIBUNYuzUYneLpB1m?A>HrKC0o z%zCTUk$5V9@uHoT~NN5b4ve>@BA0fdH{myDW->z5-K&Bx^ ztlkxTleJy36o6dFjha8|tSm5SSn-64NI=mJgth&(tAy90j;*N#LSFR5&;n!#cPM@&y@&n%zs|Ad+6P0b60A@;ElH zN>ICFvdIR|*xuqQTWsE7_PRWmj98GSMHRFX6GHNvSy-TM+<=RU@huC~gBwT2({4kD zy9v}BNh8|e{FT@!Zly0#C@Q}cy4ghD97!uW9}6T$|7*mcWaWBdIo9~^Fb7Rf7IjkS zw?_KI(;2G1*sLhQlG^#n?0}>*Nsj5gQ%zwO33VXOJLGKS=>AUu$uhu>cUp=sS9&fUj`@LPHQ!N5&IC7-~(~s zg!36XNY>V#TN4rC=lVowA}*y6gI@5TkFQ)`+fVw+vD%q1g8T;wtF|SWwvO`HribwI z89bxXY#QlF4dH#wqi@bBQ*x>B8vLGiXKVH3#CcJ863yNb#8>5`7^LzeO z12bVX78BN9UALJ-L*F577-yo8j-2d(@M?)gNFqh`kk-y2um}ujY;U$I#@;0zd%KN;ow(-+@*`#-R!XP_G4f4?W?`%zMICLj=(y8)^xPO zUz)mu>Z#6FRX>)U1{npqKyDCI>3Rl|?g~zJy09Y{3%-#1gB_BdsM(*UYF?VRcDmJJ zGMZLsL<91z(ZgQ66?v#As-{GZRK0RAEoj71Y zR?TJn4rLoht2F8w^VTv|oK2tZxU^V${e`)h0yBse#ATc_hl@wU-6BOg+oyCwg-aUj zf@>z9@KH*-SWZw{>%$Q!51=HHl8?NOPp4G3lYbdYw0i#@{I8vL-!9CfqIwz)QEE0u z<7{F335WbR)6il%vWaKg--Sk8A5uWTB@Z2lxgIBNy-xb*Ds3@P3IrTbxx_bFy^4YM z_k{OXczI2<{8qjnKOvcB??ey9-eer!!wLHTl8Z^qB4t#m3nrtjG2}WA64QDoFDP&R z&1~!E$Kn#=QlMFbOYkmeD0*BrP%SvJYB({|#P@B&RoDv)gpMtFyKqy^;_ITB} z7wsetmnD;|<8B+}+Qf~=x|m$AMU*ien+PM!1W^E06|H2nuA#1Yyk4xL zAY*&eJ}~#8W~33`QaF;N^h2^|U3OC{bi~QRF0~1u&xk&19x41GXB;ED0rAj25+13GLEyk?06DM^mq%)L(D`29*loc4 z3^)pE=hj0#J%NjUTQ^%hfkO=oyHSi4l4hvp+(YZ$9guWl+mSzxYL>44xtd6hK8)*Q zUWs#T=k;z-+H-|Q6l(l4?pS{)&hXvfFT({K_}Xp4#q&*&v`}&xSrOJ#w5XJStc7p- zlLB!TWaZCPS00i!E~qJ@_P1N9ILXi(zMVl)dF;7ZkX@LoA=+7a;9 z;R?>F>|r94=fNNq64N2J?L`d^;?3JqC4g#}#zM^aL{-A3jflJ1qC)bv%GlltL?hSP z{L6A4wVE~~?8ntv)FEVlPC*7K6j^FNXS@PA%H*nPYL?Tr&#BEdcLJS<1teB`#9*$- zt?HaM!I>9mSu!EQDe{`@S++02)C#&mqiR1$)3V*%ga{LvLfYi;qT&l}F$xe5-%;e%CJ5hKM^eO1k&ay(E2@qh-=#rX+% z5idi*7zj$)A02^RhrA>}lHWU?a+P2LrX#gNS1U$9O7FAj=r+vDJ$!S3FVp`|aL~)M zzJ)B&m|7qaU+P}35e;|^kA_esTi{Pn$itrF!7PL7{~1gZ_Jcl@j1+o)wB)k_tA<#A zWwR^QleZx3*ZJ36uq$O>9#=7!@m4s|De?*qUU!q|n%mm0YVRj*=wDLD7v$o$OyD&i z_k}8Io6taCHzm}P$QPwDYNU0EH*47esL*ILeE69Cn+ZU-M4RElW9)8mWV_+2N(T;t zjlz=SaU}JyCOAvUKPp|M#&9Y*fA~C03q0X+FDuAqZtb+Xl)2&NUBN@kF0%CWgr=7hD_VU zGIWQD33}S&W+9tD^7sLUeW?t21n8tQh88j!3g9Rofn3z^_~S z4Dx*I^UPV+Dx_2mU!t6_`n6cRPF=hERzQYNUP?mt-RSO~vZxp)N(1q}=As*nNuVfS zu8qaelMG1(&4GWyd113yxD^9jUEJll-6nYcBFZ`no}(Rsvt4#s+eqrCNvkNeQ663krx0&9dtsjDOS0~<> zErdMQVdIcWQPDbJN()j?MK0kLp>qD+^Q^zQBKOz-AhQ@?@5c4x-4kUm`YtboRFM?P-4f*4^`C@Rt1uvODpDxdHi;} zUTUchzxn$8#L~1;STs_pS^28=WMNQeKZTe%{g@^SQncZKW1FsXwmg|6wUJp&$>nYO zrN*-54*_)=iW z&^wR$tmXe#%P@M)q5jTrD666vhMBf9>&Je%S{B5IcLE({P43K)o*J`mC>M0xsXAfy zcs^5)w`|EVgV}R~(_d0YR0vr&@4!&uS&(ap_EquW7l_-a%*t~!Lti^}z}aJ%;Be_` zs7bvNT&-qW4ZL5rw`)im92a045!isg$$a}|M~MjDn9;@Oqne|@lq(SDaKdjAZ!fv7 z^vgA72+U*v<5MUnQk0Iy0e7zg(4y;evSOD^b0+d;M&N)P1D`XFp}3u~Gwi&02-5Z) zVM1=P4?`sj_p-W*v;+#_@pzv-1XfuVx(;y{7B>U_&KmtQ(9(wuGyfjIRQ6T$XElxG zMp3$Egxbp)#2w|EcR*c6nn__G1`+(Qjrk$H)($U8tV*X%ftZ*9yCeAIL*vxrD29@j ze^JUhsltS{mcPGaBXcI{7`^MgdeQ@2)FT|=tE-58FV0scaX|7AYR-jr83~wQEHfXt zHJrOOGz8hrwj0qKS2CG6xE3zCQ71$cy43LJX3vU~=B&c;kC_yTs{Wt=a+=4MNZ(9A z$bw7G+#xICh15_#kz}yh@oP2N>1PZTmv1f(IOQjZuCnHPejEdfwHG$i;oD>OvLdzI zY#>RJU9KHT;oV4myu5{%B(pp80PC;?fm!6pMTo`#YL9AyI)Id{KtJlD!FYzSt=wHF z2O5{}&WwseiXZxf{hcgCJ7HiTH+fCg^|0h?$R+!A_NCAMI9KU6I7BUNnEOoDK#Ik( zLP$S5;lUNd$VfOkv>T`RP;>95Bym^2ky_t$JLj8VA{(Vi3l7q#NIB?u{dn>a+Y{m| z-JOXRjpT!W=Z5ivS<#ZyO;ybZOYjXzu`^L~XxdkDr>{JUY6W9w1>CzIN=hd5O7Pkt zg_%dxRxGqe)>LwWFGCblcQdJnG03P>Y@pWD_iY-a8X)b5wV(?o+rMxC6py&|j9uuw znD;b9G@&K;l9LZCyrOEEP?>YdTCck6!ka3^VmFhALsGkV=(8kR8<_{RV(;~KXc!7= zxiOvk*nt+~9g$UGo?Am0;~1mX%OOb!J`o&*$Xsw0Uj(iz2vlFcVd}FEDhzv(hFV( z9)!DX+;Oh)bTyeMM&s(Qk;Kqw2p;m~kQQZIE3kUWp(i~@|DlspZDP{rZ>dcLrLE1w z@<%U4O*NTm=wDqohqD(G`;)?x@GNSf#i{5g3c^UHz9s> zl)(ZEW$ltwGLRqR1hPw1WmuuiM-fy#SEzV%F#oyMGP?2l9U(fanujtkc6NioFiCi{ z<@k?36n}3rkzXQz9V#%BB6D+En|kehyX=PODH(qZfRVBXLp<}pQjJJLmdD4je!>)z zPd}uD{3$uHk|_J~h#2gop8|J8qg}cC5i#;e%H+$J;mp%bIw{d1>iU#-m_+cAOb!x9 zKmo_mb#s0z2Yq1m#oiI->=m+>8w_DSd??xTYNzmCz_I{3lxzl8Rr?bHJ>n{|4H}HzfMVmhZyMC*)N?#k36>PkR(SToXnffEu%sXBmIU>wp z?`DLDDB6~gZ&U)2!pARvYFjA#sLvJ}@NvrI%dFhHY$?(2-_I&(tb!{n4zh3L%zqWb z9Ds*vv)gR?o`b>n=yV{gR9V@~nDx4)!zcQO!Nz$D3{*Kh?yu8t3-W;&B_h z%yLib0n+*?nHiU(wLMDSNMH81fB-t_t)s$rALt1Us*kM@elFR2e&}}(L$he|my*uP z)^?a2K7FM%)3igNGOBCUjH9SsqY&Ycaeb(GjgrD=U-md<96)6|sLsq|1xrJ1M6}DK z=e1fysprOsDX{;>H4`Q!nryW2jxWGJI(!fJ_eZ&_;>NYQ+=w^5?99~Yp@F41PG29Vbszti`DpK4Al@Dm7X+}@SFp#Agmgl-vDW`SKT+gD_oz+`vH@K*3-NX zQNB-Pm=*C8zNoAD3r6#d9fIJ|s2qLnK!O_8-@vP9zj|B5xBF_<-^h@bF<2yttL-aY zB@^nV75%>0`VzI|$l1>WGu;vHLp3~3tE?~AFIyNJLsvQjmd zUlS}&>~ZMpCa^%0^Y4v3*~cz*`-~Yxg*KE7b;P^=?CfDikZL5gl^Q* zHu{ds;~%+_dK*zS9Y>t#a-#CZC_Z<18n#oJ{rs~)E;X5-um4JY{TV{Q zq`K)*PhD%#4EYL9?>V%Qc{k|Rt5d`kHaiU+ira;Lk%yq|Cjm=-bMVUEiMxH($nWJ) zDXLZ6w{T2tH|RzSa1|pRr?o8=1hoXBQeXsPawqyu#SS3m8s?8t$LXhHg}}O=t;}|V zd}p{9nlW9v-R8H9`f>G{ZJ>iF-v+ z$w!L}tKNV{bij>TGrfnJ1sKb1j0&Q4i5MYV%p|C;c#O05b|T|COql7ULbqB zR?aiV$q*MSQa3eRyr#YtV~$3#NPrP&a1qMHk{elsZ-7GRd1S@n?Sg z(pVvBz~GP>&45)(?38N@PB;#gB8Y3$?Ha71NcV}ocR0Ve2sk%kWkZ|G!SSeQ{0Yf_ z{C@46XreS$gNQ}g35lq_Ko3dsmrKJ5zm2iBmEe<0Vm|QTmn)0G zLWBK>z+eX=q{B~rF)Fg!&km6cApKXA1%>GXQF2VxK1^D2kbQES8$*HzT-V}B{ZlD= zsnq0_^cFibQ*E$%{SbTKp>^+Al)Sn0uPYzH0?GGxo#SMT)b`3>Q z2@eF|sCaWJF)12b%pTxPvvtCo?gb81j-8(+S>)tiAf=hMm zz^%0(AsWksu?|vHrwx%JIoE%1kkf zWl}dj@J4Y>IfRrz^aTL0(k<_)`$*@rSAt0-vgen6Kg~NLD8#}h6z;PcC#H-S_eO;S z=COA4eg1Dw49~qz?FrFC(+IsQ|CQdzn;!mZLyi{t)Is$}uaP7!a@SfnG3gs8 zQHSZc`k?U;ZoaQ8POzvhh7mEB1L+u6yWSUr~6>$cQ= z>aZ`5Tjq7ns8~+D4>WmHduL?NurQf^iry+RExnPR$qnr9W7p$Gv5qH~Mm0!YNDp;< z8I_k}o=0lPA?iPaOs?*z5z9`ACD_-1#wYnSMRvHd^%jW|cwO+2o!`ZBLX@j4^xW3} z@n`fp|8;vnHDFn~0cX7B6dqpp3Ku9c`5>el#ncj8NR0H5fCqTu(U2f1xB5_G=PQ!+ z?;8tAZI86JVC<8`Op5Bm-+P~OWukA_!qEflI6b}m*C90|$WRYb1OI1`z}SX<4LM)! zU$owmUlX7>%h8|*v40=|jHrguAa-#tVu3Kv5=}NUtmBL3-fH1`-f%6=UfnzZJ0UBY z%tUZ*-Z}Zqm&h?lv9tO94<9kXrp#Y%XgU3)u$)Dugty%ite2!{*ZS1Y065Gj=Zi>3 zddQk~Vak_EMr`po5~^8E7c#f}qe3JbfbQSj>poK-G65C?2@F`U_nAl0ztHCY4O07?bqnNl(H^9uZbr^QUi|If6~P7y`52h|3A8FF79AIjMNR3qE^ zbH;3@&wN2XG~zs8zc+uiriCMC0pg4Ejb`eR>&E@OEt~Ei7Xg?E3IO!uoeJRLv~%Ob zj4O?D{ZG6cXApK3(>fD!oaViDc9?d}GXK>bqtbq=1$E3YmkW=l3IX8Y4MeSHYYZc~ zGM}`gARD2_0y;owHxVP`8by@=z%?ND=5M#?01tlCB*-~GDxM3s2e@1^Bt=$QdXP{|0GHv3e(595x7s2V3IH?ikv@I}=oJ)Wh4mKspOCj< zbRy}pw&RkNG(eyl#ht0c5~&f-7z_i6q)U^XKn#FpDHL9&v=sSuKuV(EGcCBwO8`yjua7M!3L!TGDRsi0j->ZHt+i7VG?R+F5p&kBcFUE4P_z*9P*3i*QIqg+&Z zvtz2S)ys|BBR`wSy&A$!LsbY=zD19SPlpbWY<`_Tl08n$+G{0Ne{0m z;Wo&g8VPtYxHE>$;WfK2u4Ihm=s%LuyY1Kh!z^F&Dep|Yxn|;A`Bi(k%3^2lF3}D) z5hKK=G}y`N%3gGiy%>dd_bME8qxt~QkrK?1@c5}{+(rP>5u?D>fr4~J*Dz1GfPuvR zWI#mT>CGoiwJu~uOSqn5*!rEwuQPv_cRz5Jw47VOKxS9N&;rpuM(zIno5y;7`RakL zLt1W~|B;*jE2$pI3$HKNy+ZhrJMIT@8uok9blSK$JGf}w)y@|>jt%eM;SlSVez4Dr zm!z^La3_Q&`Fz85S*Xw8B|& z*t(l^9wkHBv$~tzEZH6tIvM|zZ=%=NFC!wfdxF0Js zauD@Nhvfm8Y{vH_*QnKC{|M#0Sx@u@KiD$4&le}|W8NeOj9}`tk-=&UB`&m-JVUnB z_}YM%(Pj>pakO=%6~ScR%#Qz`bhwJc2V%pc3;OPmDlhU3ali5TMVZ6W2zb8ZXm^W- z5Q=?Q9k@T$qbM=l2C>NpJyu12+ylJa;%j0!Q?=W-1@l9Gl#-xiZ~}8pLV)@Xt>8fZhQ7j@NbOddXTMW=+O?@i za+K44{OOJVPb_l()Pl9eQUABQga0}{_f)Uz-cfKO3zvPgt+KYIztmhHZZf5j*_o{7 z9{@72LoRure=^Tf`FLKOX0TvV5UuWdC||0UYeC4WK@ z94MdO-Oz+g?c!is;`<(ZnYer)Wa8UMej_O*pyK{lsec>FU!8Eq)XfhHZ;(Y=azuIy zcr8uZMWWSn3TFP*{@a2YHkLQKr@;}>k5|c-AyGP>_xD4XGsu7^!1EJN)MwKKe%Z(4 z**y*aww}@?U_h25hHie&W8_fYs&0NiT75D%(BBBpuA46e&!z(0M1mf*GlMPP3+o^) zLB~mqvV*HKpY_PNH7J@QJ3LKhEWlHAf6!5b4~soK{pq-Igh`h~2=o7=G1$Wu^Co2n zf{^7_tYs0r-OKEG!Z8bRQU6e=Ac9{-gm@*%)qT)5vboFxJ2-OzDN(^1&j-Q|XEw>} zzpD56N>#ILXBj%TAmg^`83Mh~Zd;6U;c;ek4bj+h4Q29gV(ue7v+5RX>K112A?h_t z7chgEegh1)vQg$VpIpbH4c3DR*HN1+FSYHT@T@YqMM6jX*Uy2-;&`~;hRAs z@y^W&CE_8h{q6hQb+fL1Q@%P;z5C0S{Rg*S`h5}z*0{Y7Esu0RMNF0phOo*$==pwJ zz7Q4t%Ug-dU2GG6J%qI`vk^tgDAM3de@)a5+xw$n|I`xuha!fK*aQEqOz3&E_>rJV z;toL>>%!m5#}h#mK2&(Ss0Q(N|9ebCycM0x>g&?)&SyVZVQ6~Qi5jmQkqpJ&c6*vs zJ&EhM*DRO*2iS5Z@If9g494G|(4T-aCuIGmbHaoozx zQ!t9Rqd$%})2XR^reKt4M|%XWMpNg9>(Ol1#yWYF`h+A7^Z?^f1R+xBV}r!Sto_D% zdO;!yYEKK+*;kaHt*d6)2Q4XSJkiif;+AL#KJuI^jMAguEF29$hJV*oTj>&C2~lz* zj3zu5vGv1*B!1|L3bUh;$#e|mBX6L2DQ!1V9e;=sjYyuRs)NtWW5lbvEED4YT@?Z`taQ5zn&R_|dsWq~1#w7Mg-- zpr;Q}YorvaY%kay9=@nFc6j}uR8+S}R0b&K9D)FGcf?#x{{1sU*LR2JE)YbsajX*}V_>h5-@gY(^K-yxsdF4Q!CHxV1!%DB%&I zltl&1e3i=z@0#YHTEbPDRZmXmMwWxkZY#W6Oz&A! z6?@TbZ{r{w=O=PY8grp(SN8p!+co%ue!gX!lVR9>2Eb zxZBUlnvkba&V=%k65eoNZS`|b)DPk%X`SRwk9hZWom2@HQ4WhIz}lbOthDDp?RL1E z#ovCSKlndXy=7EfO|-R3aHny1cemi~?!g^`ySuwcyVGUQ!Yxd{<(K*b!+ma% zw9~HrE?T?$=!7YjjJ}?&p4^ye`nMqlRgIQEE$M^l`v>J*lYyVv^I6)U`j8XO)KB&*#Eg5 z556E2yoc2WX#e16@c<}Iz6~*;Y$RiV7z|!4l26@Y`5`d4(nalUB1H@iJX8yBp3R54c3Mkc9;Z&ffsL@XdKfnIh#7i!CPmbnM6CeU++$sUv zgz1>%%HbO$Ko)8&2AqR)AY$nnu%^Ztqe2@UJ$K)F3Uu${hRfh27K-(QxWYwn0&&mw z(=XfRFLA@k5WA7?oyR-{GPY2m|B49>E4_YZCO2@m<~Om<>q=nm(YAdgUi6$x5E>m6 zo-4bkt1=vmcpAg#CWqxO$6+4=bf!VdOd_{0mh_Oq46_Su(IcWCE_Pa;z$_nY;Pr?Hnuc31?`EpVXJjELVW4%>oSBMxgW7AP%(=_VAX z8jwZq2VDRHw|~hd3#}!k5Y4x1AcK4thZN0MXdnx<5IchX#Oy8=qC6Bn4Fb1&L?gAu z2H&{yA~L`xZCR|0KNhxcMYaxBT7dy?2wHQho&d={^Kbo0{+25zW<(5g@>u$|LTpjo zwI+9s_$d!M8%~fD^3J%sRPpOhpUG%TkQyE@9I^QTv{cRrGV+rZw2KQ}!5fw&3Lko`R`2+&segFUn(jJ+=4w9DZ zmogFKYn6*?2Uo8s`PRzB3xCpK`%;~7r!RGUy4$-v!6^JH%FrDIEmUyp3y zkq4wr9%VM6B9dSRgHOZXP{VylVnBf=gkoaKOu-b84@AW?J7Oh}u)&}$W03WXqMzx= zpA33Y+m;N8gE8ax1iiWx)C(4Z3E1^lBn)Dw)jt^4GjRzqJLEOhS^A>W>kln7f;*5a z6?GIVh+k(GdLZ;@Updt-n(DaS1VCsEf*y@r<&>{AI z-!By(BUpvWXbOAi?Wncdgi+87hvw)u0yph}sr3?^n{&WZj~o*BQ}7Lnd4jdU{yot2 z5oLK5kvzol^Xj?8Vxpg=Lp0RrE2e5}77m40H0UJ5TfV{Hi~OQ@78=}c4nJm)%sA(* zVC6DO+v}RxiVh9>Z;5kJg{HSr`?3zra_u~;A;ss_F&$$iVb_zJC-9)~C9+62TcFuf zIJKK?h%eGEq+5MgGSI>KQ*>U$Ifq@(KN|H#9GBE-zcc-J9T zjsr#aKFjgtpSHkY%*`6Q3nS9$PHwLhBoUH0=aR1&ue#IJLtsg8Yp5%7`K1kF?OX_|r6PL81o679h+@3EP3(g}%m800FOVG(JJZ&FX1 z*wrqbW4S8j`tdL)zQI2xsS*ng1?&jCO5=h>b%xrtQIa?lbTgdG`C%>PTy2|{Grsb^ z$3o)=3m03#@}*Bs(p;p54`%@c+y++ouOLD)c)sNLJ{p$f@X_pb$vRvp$vSN^cwHw| z2NU-;@KEWT)oLwX_3ow-?gV%FQ&=`Cd~kBWBC>V8K1wyST?QDozSNVK+3h!y{YPs6N`bYvn{xLabUiz2;89 z7+-|HYZdk5u{IoB#SzqZmS|A8pm)bv&J%1DAW|wwh|Bh7k zuzuIt@^A6{^FzUI`}l@WXwRAqgsNmD%P7^<nBk0ld~=ehcDBGtF#eA|Co5@UsW4;9 zl+RU01O&5|YQ~{{Mli(M{Iu7C8s$P>rQR+^_*G6h#ca!IwU)!Z>mUMfYPh08Bw{y9=w!0a66QbLu!T-I*W_9gfrK z1)fICTnvEc+C>D}PBVyMi`dp~)u5kB&d|ZYtPxX6XpAqV?Y*E+_kW?fekGOyUoTgD zZ4|0|1w*!dp)~=roofh?p0MxR$`th&qHF+8E?BbWpo}XR@PLP6vpneoIrEt%E<`F9 zRYM@s{)mzVbpI5x0u|@NV(zBVLRMQK!cYUE|6sd0`wKv^H|c}BOK|iN8aEtSU=38* z`&BXEamCmJ>C=xiN(6`Rxdu*<5am-bL=41+LAP`R1HRFX7>ku4D;H2wD@Fp2Wt9vH4N6bm@}4fVWpA0nR1ft(3@aZz|aH^d~l&ipfBM})C%%b z!Z9sU@H06}0~=mPH}NU$h=QWp=UoJFqA7Mxzy_ff7MxI_dVFpITJ3EM0i00o^mu&& zQtb?g2d90cW**eBGOwTwLGXv=+(^OrP4>DeMX%k7Kbxt9LN5Jv9E?7Iy&T4CT>H>X z7$1nyTf z9wFxnsxg0T>5A&)k-|p}|D4-I5+L`c1JfnPkLY63Ckiv-GG{bCRL;yXI7L+qU!|5- zvHJgah%xeihjc-}5TK6+Zmw^AR876rGDBOI#AP)_+i0Qnf49Fm8TJGHJ2Sx$?LdhN zyeB3Kzv*CX%95#nz=5$FXgbrxfwKAq;VBC9tDzX@gbZ=q52svN-@Mf2Y7d%ZgJjvr?aYJ&TuTMiSq zg?Pf=CIU2ADS#5$8mvL32*570cPxs}Q6c1gdq&9>FP7Sr+eeWW!(rsc`(wjWujy72!^ zeym&Zk>%9+n41cuI|1CHimz;(st$)OR_=IV5W^R`7~sGoMTa9%0(fuN>bSDSK-XIV zZ+)&9MT?nyq;GUFD^n-DSrSeWI;p@r7MrYloO#Vsi}U#V8g;i&mj8wG0k(cd!;xfY zt`ze^>wXBu>c3V~5rjr83G@>_?_X*)0?PU4%F{;r@Kj44u2QVF7#s`fCU8xJ>%du0 zaQLVyO;1e`U$kXs)M2W*B=wN;NW(WaQ=>jJx4TI`x3&};Fflafs|i{Y9Hwv*#Jw!J zer2X`MVw*g=15X~z#b^S6IZJLf+4@p&1=>T_k94v;bebf2}Y#bkaYmxM=&^$L&CJ| zSW6zTYon6Gdy&`p-`@*N*WXlvTfpcUTY1^9cA!ky5Q8ODmm2|WX|Dos{0PLlmSrem4XdBuh zjaOpyt%yFq#+F>|GrtY;#pnA`0Sk1#47__r1Tzr=>vpcqnbXa>5xT9T{n{sL(wZKK z5Rw0bb~jKqGf-AktRp9(a`sLVH%6j9=*nrIJUGDES@(Y-Wm}!bAV-QOIZgB~@+#mh z{8UwYL?$m}Iu>hf5Gs|Jo+~URi3w3K zxP(E$@|vn&G;{_X1*Fl5{$KhrRUbWJ9SQAQFyzKngUwD|yNHR3K99u+db{_6Wjc8$ zGFnTj*$*)sac?~;0sBI!aX)jbnr9PJd7Cl7udtt~ZBz`SG}Ra7p~gYQ9yw^&UF~L(nv=$-hbW_GL$< zS!~E+DBHDG5y!CtN3j`fNV70`B+<4B+Z%DQHd+m5#FR`Lp6YkECXry9Ior<8TyEF%5NT@waVsE;#)@wtVg`5_O_(t zpHRzhy{8~kh0ucoie;GyO?+# zKL&>~cg#!jm#+uU@2tIUaBW&M%#)}T9_U&{J3YJ9EnL`OP8q0 zX$4EG;_V|^uNZOb1ducysqnqrN;5n2gndW5F1D6&g2u0?CZ2ojZ(XYt2lXoQl0jx( zZILEz1|s#@d1?tXH0x$&%}}!^c$Q_%gI70^>!f`@U2q(}d9N5X;7qXDoUi zBq9-niC!EvIb&SFbHI@U!wks$`=l9$Su|szG`<82yxI8k0nm3d8Yzi}PybkDJ?h*h z^H*{Q3y9s2g1;5pQ`Hek z;TU9Yn+G+Z8BZ%Ot6R;G9EZN&8hPE zjcA|yupSn|ODqbfDTWjdkdl&`XxH#zw2F~JE2zhx5{*;9Mu9k@3C2D=vozEfah&D3 z-Go@J<5Pdx#IwTI4SR^aj$zv8{s|KXN-U~dK7cPE z5(#8X&ZTx|e!{%Z$T?qb?vjSfkilQ7cW{P{1G+Fk(gJqQut}tS zNSPu*;4+`ZQJ2TfFv?{3m{zMnwDs*4M`qB77*68sh};(3y@5$&-y#d-5qY*bD(st7 zQAJ`kNv#g!wv9kje3XU!d63sEVXYkKvnJc3vR6IQ zz18fA^$+tJ6}m`gk?9NToWEbhEJj@g$cD*>8Osh(w}~bdLBr(f&;{)uy*dFPo%+_p zV0$bcqvr5RD&5Qt;odi+PqGSe)Td!&zRlegHJs*oCkHcot5Cq>8ZI5|y}wFvv18>| zg(TW3C&J)R&UA=B^N{;}8{&b&*-c4eh)9698X*6#PpC*L?&t_6am{hiRl`WJY@ZYs zjh9s_9ZW`fChtKku5cQ(S4g6qx|%ef@oS#x_^!G3V^v{l0Pq6yrl@XdHFjkF*7)OG z8FzZNf3MF#BQVg!S?$xLEbwIn3MR=9{6Z!c?m-h>vldsg*0_AIgXo@fWCk_wC}%c& z_Qg0EbC@v0BJ4Cz)~rmD+y9HTOOR2D8Y-moP?3nI`^d@TYksu*(J8}p(tY-oXD-fb z%Jefc&f%>QO(-B^o|n@yZba#p4iAcf7sp8j`M?9Mi&)c@EO#(QK$oL!Nv}3nY&Uq~ z9Cl8M&xDyzZtNpc^m+YAe9tbudpC0y9(=acD~32V=t3+VwlDxpoE+4>p$j?V3woG; z#_SL5N;twegdpJx0-O4ctq30d`UxXOSy;Gh5r}U;VWcPv8ypx2z|jag%BJ|b1UZ;| zGS?sJwfGUP3+cXv1d^jM#L)hpaVvtNvbAqHcf!C>_yZyG?Gs3bB(UyGBQ-!|{z7Cc zeMX^!4h*=Kydm)M1R_<>H)PV~n*h$0{!rKi$_s7dygKoGUq26bQAYLDX92b8u zs5jJ&z*Py1T?m?B<*npekjgxava4v2O|PnW60tDgcx;cyh#JP+kjd+{cmz`M-HJ8Z zvAS-Wp)Ir`7OsPZ+K5aKFPwx?mKPOi7nHzwhM<8i$ltdngEzG1oZXBY^yZH0xrUGm zz40jO+0ci$3_=%uYM(jTm=^Zk3QT;l=jh<31YHJQi~Mb$Nt~SpvYuPnN9(mD1PDyK zWInqPL5PPdz6JSphGfwwkZiW;528V8@`+rF5|)0#TU)i$>sUx^s4Bj~Tab@X1}PN} zSK&Jl{-}G{F`pSFFo-V@k~i&CY`)QS34sA>%i>8S)_6ZK$gnz@+vOd%;jR>8IrPej zwt5R6eVv;dgGik6M(O@U!Ej+j_0J?G58YiykwJN1B@l_FwYF--E4$ao!cmI3Lh7Sk zKcAl;Y|8vFguM2)h9k%jHeEg=pIROJnqKxf0~Vi{E}*=ZpE*NPr~v}muHR%HHJgxV zwDSB?4Py1$2l`Ga_8<7*xi!+|G_essp+dSf$J)K%Z1>NhWF+^>)C<;XRkrHj%X7N*GZsEFd39a4#f$n-6Z1&}@RMcSC$a)UFk zC60q6NjnQGrl$yx)2?%Q42VooEs>6xw?&myq&DUaY0i1k%Kgw zIOh>pHKllc$ac*YzpJWPUh>fh)EzI!RjqFxL@0U6x302E>W^?cBiyf)=L@UEQ506i z>KKj_SOY~DmE%<2gtlR0m`~*Pr*~nNw!mVT+iWUWULNoW3@>FoMhN~Iss%&fcOKUO z1j?VZJ*ZH`Zq2fV&k(33mtIgdCro*Z7gO|77~^+#X=2UzDpt|gC&T$XMjeKC2uz07 zuJKu{TOjm9>?zMn#X|KiF5v(>)| zs?f~4oIXoLg7G^kt7#<}6>AP%>&D50?j6^hA%D)H zo2)9%!5}*XyK){uVSS#BU#10$4rNE z=D(gzCzBBIz_oZ}$+SBl(wXisHIm})a=Y!E$M&eW&oO6JvSvFVR+bf7wA9GVtaP&S z4B9_Y(#6F`u-^Gt+-Il06$O|2pYuK$_*~u8K(f?U?4lrYNO2$yUR4L_69yP57nxxj z`wBZM|04VqBwWuHxk;R6*yuhhYc8f{O^&iGw;RKL_Ra)p3FnhJ?FOOH9=9 zqEJ^TJ4^k<@pZsi*UH+I0?-DUDXBDycGTnZR**WwZQ%62aayOUcTKr{e`7(cg)C`t zWRX@nBYHWnQf(#Vef6+HA?F?RzCE~Hu5 zy_?0kw&uh)%6|wOXz5VxtJOzLA%oG}xto2s@+EOpM$3UNO7#>#x%X9sCwRzPshcWi z3coOfpfdkLJ!>ANb#0Fy9E^=6;Q{<@aZMh=w>G%V#?bc78<0dkr9$t=mg4rte^1$= z)-=1H;Y74H%^wbPn1dhT*G-(-zh2XwdxB^C z(sP99kR((=!lgM1kScGN#lN}snabQzr%s8K7(9t0Hu(IlXtVE%$!a0@mFf(BDxH$$ zp)-~-N{Y~|i_4Q+8rV^h*Cg$VKgXaG0=_{$2<{T#uQDQ&HMucRP(S+}SA(~PV{WnIV(cVGz3u_HMPIdT(Br;n5kT|CMXa3=^zHrk@e{RmQ=wqP&6XUF%h>xS?^ z?{<^!EV%-hWIuud9>>@RC4H%F`=25NBRr0Y|6MTEiV*bhSRwVPJJ}M$3}O3*#C^w0 z=+!p~;o<4r;2cRJvs3${sCSKb-6FjaDj{(GWZp{EmE}=8GIxb7g)1 z=*seaC&kJ&O{smVEJs>VoF zwqmL@M^e$irl`I`sWeAIam8j%gYC98HDy>P#;$F&L@>=6nb*2OpPtv%+xid_)hw?3kVC!AwL#%D+Fc$Gld6bNt@%Oycn^9yk^SGC$ejJaDv+0|D-9(yjkZ%nV#MR6><`jyO&jSYDxGZSo)Du$xyL?I z)K6sb!(!O35J_pNPF~+-Id*)dozi0}ByNSx^<2PezR~#noc3ooF%*sQ(eKC6_M4YT<>c-1D zVYe&uyMr89%>-{bVKbnhkVB$KuPc~ET9{}Y3FHwqN{I}E9QBor{;45qln7QM^wN7A z(sRFM&>FtZbvV$m*Xp6&2wSg6Y1ZEe40~Rs#-r*G2Qxo*be`@L{l>aVXu3m^R!vyCn07EYAc5J#oT&(UyARl45C~TZM zywB-;B#(Q8UD=7;JGS6DdaSmh&^79sL+YEW|K7#?0Hb50K(L8=_?g(@egFJ8Zz7M_+}ea>&5F6aJ^n*?jDQh5q{(}KP@^81-&Q&bir?MnMNTZ{d)-@P`=8rN}+ z%llgk-B97{l5ZZMs#6fYT;6hi)0Xyr@m?6Y{Sh-P_k-N;i$yH*=q2V)>tzi9f&A~_ zA-cKoefs~8(&VPGTdlBp=TUy@1$H|6D7z<#z8;P4A0lw~n_;_^6YI4; z_->=co)jYH`g1H}C=By8V=43|Q0YZX*%w?LHa@0|U0^fq4uc-&GH~@myDqMBNM{dW z)CbABgxg>*q0h@uS;#x7Ce0>54i^(Jtgw*D107M;LbO%hFom#?&JtGl_hq}vGweEs zMv|0ber#7$Fk=Yg=4R!K9{5mY{n#THAcu35fq@76RJcmTk_uKY!{QtL8xNvns4MP! zW))$L=ZyHxPL5W;D6-0xPS??h9!h--NjAX4Lt=3+nkkw*i!3$*N`F{SW?W(rbbP(- zLzb7)a|qeD>{o`ClX4S6S295TihBCjV6IuBj*+EuqnR#7G9of3KK*K9xD}P_(e`w80m8?Kq@r5q& z_#rb0!gXExF@xd*$f0munZJu16WYuYqvAID>e@B|z+_xkrRQ4rmF>KTz*I`MBO*b> zh5Y{s?>LXPVmaWhNWV^>S{B1t7Sk56i6gZEvZu?k+O2}aM${c8nN4nOn`xI7Y1Hta zoS$uwycOHe4Zv|a7mj{#9`V`%G;Eu=$uA*!bA$6n42CwY3wSpztKl;|wKGK{ zARSjmV(1|ZZw_3tn404Tnl3Yy4JA9Nl{cgG9ysICmx^`i)$e0$JU>NRyJ-JTpB{2T zA9B(>b4w7mz5X8D`VFnWU#1Q9zwvrunKoowU$}~|6seBjK$hZaR}sdhiZrUyC8
zH;my)#4XoQ=R;G-y3Dv;4J-|?XDjZs%+&EYiyS=@y;i#1~Z6pI}Arqny@ebk3 z)q)jgbWr}C#%!Xb(g8FbW>JshXkf-5$XJSd0r}mYu^oI^2@p&4nifkO%vALGOHdk5 z2L^+N&y(!$I<&Hk;F7OOhEd#_J2$Ge;tM%L{DklJ^$0+tk??&4*YY2Hmy5VS1BNE) zZ!XUVR)FosjD|~UhZ?h|Er$7U-KS&Bcu%sHjqR-pl~l4JqGG;y$8~b#&3PL7-vhcY zjSgR(9!e#3wi!2e4gqZUPNDB2R+cOBeXaTh1+#ZcH&b!Di|Zz@_M^&%U6uNmPF~ME z9D)3kqU@qa%XAn{)wa9^=5KQ_?H0h|SsqMUDyCks{jqe)bRVtOv4YNU9+(T^iRW0fD7VK5?2X`wRP6s)6)z zqc`BS@ywGchtPUcu9rRGfuebwd0$C2I_vZzHue|i+Tc%r^P}B$=Tr z6a<(SGMq}9I8(kM3(m;L=C5RF@yFjn4oR_llq+ty=ioPTb%-KzV4UPJhpwD1IQG^e z#r9`6Z%VpcfaOC@NJnQ`KUVil(97|%y&#Ixnl&AiV zv@;`r?~&J|>L?#taAmdB1X~aF1jR+IZ+FSk3m&ORGE6TEF%$nk0(&vYI=`Pr=7P|@ zppv7bHxY9Qet6@^$C)xQyK6r5q4S?en+N|ka&K}Y`NsSOq({FMy|i;v$H6F|>;imB z#-K}qY^x}1U9w@ca$zwa75Hb=B6P@`NLV=0W>OBoT~5?T;cKUm@@S_DsNI7yNC@#g zkP9&S-rdN6WEl&4CYtww2GN%>K4YLvs`HlmNld9 z{E2x-sc*-+o~Q^_kN*7^e0y>YNjQ=T8tmRU#vcp%O?oUJsLz(+N0{qEqrBCdP7|rp2 zBhv|*`}P;4aX3dr5!$npv7sJtBqG}k17}>jQpo)WXwGv!lu=u}&9Ed1Ls9U`+XZ0A zg5FBGWNw0|A>e9>uqcS+YDJR`6CqCy*80kKK7;T1jc0_&2JK?4hgt6-*-aTWB3I3d zB&Oq4XTDSc_covuVG_e}(%{Sw5bH2=DXhsujJziTT1o!l6LBg|r&A1>X`+k$49?rv z$}J7~RM_udt7o6UEHCJ&Mnjof&s-jPJTcMD3o^dkx0ap~v`Fu{y3Y9A&#=S29JD|O z2`_5X2E*b5_1!&eI-jSpgwGCxg&a4kW2pxD_I!@L^ccAc!A=oplJ8S?q&-~UWj ziO}MA&U;U#2_hRH$z~laJTB=&P5j$TFhp3gJ2&NV>(eDJWaUQRtJm$;qjJQB$It7*FDDYb zn^h}%%$p}fpJ>3rYIr!oCZG}_!T6nIz>adyPy~kh+~e0kjLW zXM@I81Hm4Ckw9i(BW&4W1G^RynfjZ?&YgJySd5>DR67(5Lr)1wqz#seG_ZR~P7E}K z^LW0t9>iNo_uIuJ$)by~`R_VZP{ubp2CzP~i56RGy(ZGnxZp7`wSw2tJ%~u}0d7LW z7_o}lxsN*zuDUcNh?;UZMZh2o&_7y-1O2s>st@QN1$s}nwKI$}&C-_QzlG`G{+RXM z&U>scI71B$0$rRXXk>H4?zRAUu&uAvAIf6jBv!A)yUXEl%%WNfI2PD~pQ9DcWcpwp zlQut)ha(iALawCHiaMfDHl6JUJn?mMcSM0^!)oEctEZpB6HmcO^#H~GbTS31s0S&C z&wa&+1R#7kq4RO&5GCP-I{z1D{~}kK|BFV7FGX8VTB3lmNG59aR{buS zyY2if)5kC>AJ^XtEYg;fmPkU{eM$f;@e$$QE&}ik_x?uRH_N4N57Zg}jpp9puRCjz zfws&Fg!8(yvxoq<_foX&Byyy=SRa$~KZM2;qcyx%)JY~l(*S3(2KxxjJ7p*|Z6(Cu z^gS+dl-QVWXOT0Z<+C|C#r?+{PnFGJ9HiMUOK$tQvDWDH;GeB!p`xC|;fHvGg;<_SGOfMtN3 z+mvPK96kUv+EO;r*(2=h3w+hT_*3`WV(#_I0NYDXEMIOGhsw9SEy4VpnfuQ_CK>lk zGZ@%qn@IPE?kOBd@Zh@+imN3`Ls(${8hZMyerJm9M;b{1@)T|cK0`=?g}2}Y$Re*k zn9ja_#6$iDT1r9{J^!@Lg!PHr<^E)L0S4?-mgMYUQYWAZPz~-daUz+!EXN;P`mMqr z3X9{<7q{1KfiE(j(3*0_Lz2A>f9-iEruo@~D_8_pooRZ_E~qsAt3_(;Ys>KD_pDt$ zM--XCKX2158ga1={))kSS>Mi?&TsET#r5XfN^x;xoh@g-NlELv>-X$B0q?(OkI{PB z>&Fq#@4sb_(UL?IUrL=o+>Ae9cLftinLylxA7=Oaf=EFr?}k-*y#L?9jMY`B4;x>u zd}HsdVrezONfCE>77^R4 zL1a{S7I&pddrjx<^M+GyCkp?n9wqRsy4WGZ>}-)w6--C$3_Vv1%A=|yJFGdZxiyVq z<}$Qqr!up(($CW{TI&$%xKC$0%HG*&TuoJfaL3W!Ux+B54F1q|$j({Y56Rz(3t9AD z9Cj{42`=Q0*Z-%VlB%RD0M=i+#ajWKu*z|Jn}lEe3nVkWpGUS@fpJxP=nt~#h_SVf zn38c9?mgR?;Pd5Ee#p6D|7b!o5SCB&U;bn&i7jD%e=0oVGCMWh;`}({qIQ#G1{X)a zcqO8IR491-ku0!L1HLjf1vqN->|Mx8C%V>vf0>Zrg#qSo=NTA+PU)H`r*9oE7p=6u zI~3JKcsfi%zV`6ndHO0Ns2DSd1+l}F*7)bdipS1E@|QTv?KIIdsvb#b9Jdy-i13UR z`5cuGvTy9H?k{T97VT8Fy5radINNe8+EUB#VRB!~XW375(TP&OT zb6Jl@*~>t`0N4O0vjAsPjz5?_hVUh4QQ2VnT-P%rya7ar)>m8J*R5YPo=AuW6?OX@ za)VR{@lrxJ?2S%e_vzOpE?q!!Ry)p5moBO=4EzO@^(DkY)B{t!4?5W`IsPv>7(xiU zme#Jk@hHK;S~C}L3i`a5UfSpXMI{ zkoTwQ)cuR1!~cz2>R*m{X}otdvjjQJb^LD#Fa)girl*(cUvjqdrzQG=!%G>*x~>qT z@p@3rCu07^Y0kW$C15;E*sADM`VmH;Ba<~jy*Pfj|Rul zu#rzB$?7JAK-ob4Rn=UF(Wp=i>$m+ELGNDZc$%>Tvml`qn`n#p-lt zIP{i_5Br@p1*c&yb9P$zAvUW&lZU(56k!S}bShIOHcE`|GuP$X{|=NFnBq?%^|KGY zwDn2};w-J`U0aiN?=&$(x_!KzxiIv>Np`WQ0612G>d}%7YvX>u?64J zy|LsX0}=z_U^IMBB8&PiQlsIg;J_Q##+94xCvfN=053{}_X7{A4M=8>txD2S8k)h3 z(I6>G)jj~BK;M<T>5XaP6(GnYGhA|^j~EiZBd*?(lWu>!YgP9CyMlQD6YSHtSuBW zP>Tpv_uzbP_Bg%fBZ>@B13n_pPWCu@*(c&D+U?kl1c%{0`y-0{Q6)a8WJ=*~u1_DRq8n$JWc4`RImhc??kyCdDsC#{vB zW4ii;F(m#~#zz*k;zSlwomPFt3wO6glvc^Sjr8$R^qI|TFkr{1p!q==r>--rp%SN# zk)AAB$#7g*E=dPZFGDWDiCYu>wLe)#khXH<>?2DzLM_3$-2C`OjMm#ABIiEJX6^(B z0#FT3w=R)E-~WkDzG(#UUPb;7Sdbt4k2vDlGimAZP|quiihh406VNu-sK+9XxNQOe z4zCJS`=|AR{eZHBvCl^^@_7%XhNyZIk>78w&S~(e!;*jRL~TxgzSjy|uL-{SM8>*SKD4_dUId#DkwS zU*08q(D9vXaC%=c~cyE@@<>|R?=(Ash zMU8&B2eI<|1VBgRSBKtQv}t79)`&4U!#a;rehzI<`U!(IlbdD+M=|=~z`IOj+pz4Q z%pfjej=GfOB2~9W%yt}+PphaFFzo(_79r~D{lrga*t8!^;-=*AeJR5QhE*R_d|n~B zR~~xo&~MY|Nzb(`T7_F56>N{2`e*1Mr=9fWRxq>XpGcXhEd8ZCpX2#XFC3(k;ClN5 z^e2tk?T4Ti<^`RuuCopiVW1(&hh#DdR2&od*Ua%kc%%6*!?`g8NI4Brk#Kl{5^`Na zn3K&D>#9@5(#x`-qsEPh2aTeR)iR)X{t+pZ0v3Wa^}_?66jqcpv_NEuiFYnnXaru3 z^03id;0?icZuFTc_YSg;PbWdh6pcCZHnnS5wzDsgGdCqueF5ObGu z8-!FJ-VU@mf&;t2zq#B={oODW%P*W2A&BeXeI_?QcObD14y0J;jE;3CHEJZ{!K7-J zPC6FNgfu3HOd=!3BI|}g7SK`Fa&fQQ`RzqQRa1h49wSFnoJye>INte3 z`qEK#W;2xpi}nv$#5^n;@xt$b_ecdH@U$^MugRC!z8QQi;6YUE&d+7?Wm>?*@hi@u zqs8#OO~bU0qce__5fJ~gc-rl0Jj#9;&Am_0Ih|aCL5yJ`;a{l{zBy$qVp@9U>aNYRzDp=KfXDkR zRxVT>CUtxaSQMOL<8>!xnLx{Yhe%+Bm+#c%b8^m|aPLp<9FC}zVR$lTu8fpmMF{w# z=inUcXs+5`68h=ynaP-WHDHhFKcy#fS1hkP3Co0zo|hb05PJjnd<_%kh;RIU_bG>d zI)3~Zikv@Zp#VSzoy`IB#UM3Uw)+!^G;r=v+S?UlkXuyF+R81Bl zThNn!`7Bk$aMHw}@Fn~|TW2c*ouNVDI`9m+y=k8Mrm-Y#m7qU{v|Ov=Ed)_s+5~M$ zCRGZq*qCWc&Y!SUEj^9`8{oszQE^{&%weT3l}W zUsVpbP#k0&q74bIae_w{Y2OYhV_o@AJ3Ev?R~99CR(+|C15T$Ym58FGqTV!0etF_< zO=P)@?la!K^JSM(#=q@@-*3(fl80p7jH>1?NHZfK*QxbI+3(&g#FYl7-KyW|+SFdA z_0&+3>(7O!HD#hV`8YwlOGF~g^mO;jD|URRtAFxWG2uq5*PG@h`!Se5Oxn|8;G`qw7){GOSfQRxtS=+@SOlU7dmurgW8@x{z-<_wk z=3DAky$hsecZHL_W(Ujj(d!qRIAu$7p4R8OYqm*q{|dq3@b_Jk0pAE@M{rCNU%y}D zAA#(=hE}z=BZrP7B<5-e#H>{!%Fs~V@`w8dz?IE^|bP>=la;?!l#vQ0WGk z?sLDh*YBJ8d{@pADGKY1I2!jSC(i={f>BTuOkJ0QfEi#!Fn#3={Ng+-d~^+b<^NBYXkEP68;# z(`M$)DalKJF2X)#u{9Q(eOxR87vz#w;*XBW=Kk38rZYou!L^MQg(x9dE5<2=%5!0o zsVIj~2V*_+hVCS=QjL8L-C4|sM+nXqa+O(jP*2ld&F3~qsKir!V{#CH46*77Sjpx_r# z0Zs(~n%(1pvhk8h zVao6ZP5po%0iVvY%%=T(vk87Y@B$PST!YMY2xY5fMRh{cZ~~P={A%dCZqNd?`t@gV zJPB+^4)P*V1$^8QAHer<=4to z-Vc(-_DsVrijM;rU@=qsyAXS+r2YV>#?bW&fuidF>29SCB_-0*-5_~rB%}}BUElCL@ALh)&faUy%r#sWvuDq}ezy-4I5J_2 zaDFt+-)r4sNtPD~aurym?dAXSOWe5}42r*F3~3aI8{^#rN5_um>8eF~W51_b3~-p| zQIm+MMmX8*CIPG`iJYZ-a9*U%0MMrF!*23xrJLsgG?K2(B}Kb88v2MS{b()e)TM}) zo;!Q~YpdCOf7$r+ubNMYe=^^$w2$hhHj>VB9TUppW9(t7Yxs5&hqF{*wrLZtkw##v zv=J(>hS1vgZhUehm(}nzqb{o7@_STj_D}am$pfK)e=i+w9yd;$(ngpPN)W%79rq<1 zVEHT@8xnXRfh&m=Br#$`7qOoQk3twxIHZf%$g_$<(A^C^`TfZY(<>x!Cr}id=#Vw{ z=sJ)sNOYK}ZN>;8;zWZ(?s;k)ScY&r?`sr7{vj^o*JDk0uuR8fxS@sN`pBA=DA;n<;+>@Y1xAX@Dn+2pOd)3_4bLJS5vFIKC=IW*n>@*#*5aCW_BzhVou!Dv+M zK>r0R#4x+!zJjXbdKPomh||q8tc$ zG#_}<0^?zkiP3d|z)^Id$wjWNtIv^49qnRni6;5D^k^vjScBZ1q2uT%n>o_pip9`z zG?e6bk&!XtaRwMs<)J96rbJtQ%O}Sg&4%D;_l&v8#R=U1#h!%VV2@mN|3*!XE3El& z$zoaSA1on{nt|4Rlzhpn`j`G$GFRSa7^cp9nw_R2O{_bJ1#l}2iWr_oi-LIvrnKgq5525W%HLizsIRQ`TwLAH8`8o!oK2DCrq z^atBuX>ltEdxp41e^31n)?1IwhFR0u)xZ>eN*h>v=ZI*;0e}ET=th3)v83@du0&}w z)xJ8y9&yuti_})TW>^2c6*Naer|)q75mTK+_peu7&&4BJNn|*CX=UeWjOjHCQ%*Z| zl{VpoJP#Uj5oYO8a~=pBK}VR)RndMLlj}>U$Rc5Amn{0b92vb#p`+68y`R0>W4QSW%EYN`scz+zTjYtv5!$>7qs>&Oe?`-w_8>YM!dE zJpXCetY-b_F;aCXQ{xR+F754=+ z6QEBJ1S;}F;yqd|x+p~E5lZ~#BR@u8Q|$cvGIZF!f#$5+WZ$1h*`cgCJFl|)^!msp zBIWOhvATdf#qkPBfF0LE`>){3;(g=r6VBsNI7w;v%%-nzE}K;)YsE!_`#ACTpH=8{ zzA!2Jq4V%mT4nQd=>UfB4`o)P49ID#&=CV9S{I8e-yXjP-RlJz*j}rn>V?V;wbt42 zkzb;ZX0fL%`FZ7?accu5;rn;p!Uq$vo9XG2m9DZB>)?AQRpc)a#!SNuApWGf5dqYKHr9-nMWOnY+ zP}{Cj+s;P|#NBz_6P|G)s(_=q%;0VpDR_Rc<;aBm$`=A(&GvlM5id?`Q?VO|dj$~g zl%pPs^PwPXmvX^ZYc5w%Cl#L)MPho}4Cy^gIcd^#y}Rcc@p&m8H;x}J%PeDH=YU%E zS3}lUIlzkAd-BbBFF$IJ76&K17=7eqZ9Dr@L^85r#?1$RF-k(U%8Kkrv*q8hg?yx; zZ`<6R4{j%_5RfDR~kU`tXsU9n;XHdT!oNWcf$+>s6RvA#;)Y3IekEz?|r=E+hd~7 zs6_YN$Y82pOl{7p`iRtL+`PSqGwtGcjBc8&$EB)}OKCQ2FHEJY2v^{!#e8d=EaPmd zfokIUu&BE1sCl6_qvsEJNWpkYprMOf%D=d=tf?eN4CP$ZT5X-5<%W?}@8G=tZJ2jC z{Pmrm^QYDF{;rK9K?J9><2@lk@;9Z+<(>Xk*!~j*0~W6R(?>?Xtj|9Dy-Ngd9j3a7 zix0&g6>|vZ=ep$HWq-_94sGp`J)8}&Sgux__uw&&T&0?&xPH5Yt3?3Jzjj6 zk(kR?MzsCo(Vyt7%ScMYJ&tGfvMC!VE{fO{yBSl<^*&u>E)JENth2t*43LsPKC!>4lSPJR}|q zS~JtOv9W1iaJR&l@ahc_0ZeTBzD-`NGZ4WUD6mCJ`VagH4{@APHFLr7hL+=E3yGc!tvICHF_ zKH2`<<(>n-r&hyh;VHDk?{U#^+R`mVu-$vHb1n|2{4vvFHknK?%j_o0<42g(+m*1| z4$fhZSjo#iBb`1$xj;A6NQwJvr0w_IdNECS`GOZ#P zwjk_#ke?D26P$=o=ZOPc0dt<&hWVF&N^J(=x+0{&O6yAE;Y&&Y%&DZ^Kj&ubV)T3- z)NF$CvV>Lu%bpzZFcrP(i_pv(ZAe>rEo#?In%nEWAj>5QE5 z6Z2z?7py91IN}(YX%ynwv&9geTU?Vx>IaKVpUOpeSNlfy?7QiXk+bd$pYRjAZ=Wfq zBgwYtwf5!;WX2@d#OE$?0F_YHKFxU+4ab!7%1^=k(=fSk@9Mi-R`(q@j)G`{hHBs@ zyv>Z6s?nhHOaX2^{nM=nfXycju1ET^>mvjWynY81&2RA=s$~w8p`s1A&wmT#$sG7D zkOZzZ5=ZamA{V_Un>kOfs=2qg@f#oG*8hAX-8Sa6n&oH`$76-KV?`Eq_nH4lu7=!j zMt;WlZd3A-GfIvfox99*bS#o5d#i)~@%Ksv=I*fNp?O4eEog+9^yq%G^kmGl>Pvst zHanIB0>~UQ`L$ngN6%%D2hoo`V63c)%1u+};*3b{c-2B1B&`i3M%`HUh~(lWZ>>!; z)^m9_a?wYyF3p7oSUMshd>kP>+&jlYQlDlT>_iO2mVQYrGQvFi(eaZjKHB_7CS90G z&{rgc*uG{@{SoHakB$;p2$KH7GI-naaRJk5^bxm&s&$ozhby|X0|MmX9P>PGk>7FM z9b4Z2mgsUcb*L2I+&*FL23jt>n8z&Eu>q|(%9;dfkAIG6%)wJf6IaB&lqbb7^z-No z+-(TT`;an3+t{Wg8eH7EyrEr!cNTX{T^BegFEa}BnQO5P0fG$^oMOO{?~`j^Z_W=_ zG0NcOzbdJl2;)+v?Mpc%3xEKEt#cMDD8nqAyY}&2;3I~`tBL^l!#l9VcBZp2mszp) zO-=s`=ObIDmRiSTC1{ElLQH@W-*G{$4x67oJlvsiR)wd=_~rPNO6q>Wq-ZC7B0^L6 z!6wUXNFWidt>(uSu6>ud3+#_D`j^R-`?Qd+xYS+koMbtVXZzM6!XLZ~> zqs~UrIaRY|Js_E~?_9COO9;CpMEW*!*`rP#F)+)0XG;@h z0<7Dpe{}QwpcXOeWVtO=KHaKx)0#g2ydUWWhXow|aP+&PgtKiw;$eI{prb{819mh3 zFvPGpL%jY$47*iy>hRb)zV;RG7yMkiHIqI~3i=0vTYp^WZ#@7&*+2x`nZ z+CB?n_B6frujT5T1!H9`hIcXt%&Kaa5zB(aT3%pYowjD787otxj2?FT*gaHa7a8CCx~4v(cJgx5VBNyH9e!%q?Ol%13gazhtH!o)emY#w&EZ5!1qtXDcZtnPTM zMy`O5$}C+eB`Dq6lNuZ3>X_)8r%my|Yqw@M!EhK?eykR0)&54$&bXFUnnAg-xS^a&#ABN>7kJURKW%M-i_w+|I-9G9@+=a*F;{Er`ZTu2Ye@LU zY}DEJV%?Kt4`EPq?)3O8#t~+c@GV~_ZI$KaTq3lxf}Hiu$I-sES7T)9rIJE27j_SN zJ&HsCfxk6!Ut!Jn88YjrT&RxO=nDI&mifpwFZ0LGtWZAL&9mDa zl#ef2GWqzYgzxrbH7)|H6t%Q7{V#G^d>~U&!fz0dxqa{tcerL~M=54(9^~Cq4~?-x zBwK}LL0zF5SV7IM;oO7oNWN;_ta40dXqk=NeBSKFTqVKy=SSf_(-%`b3~l{4O_iyO z4)@UTq2+7K#)wib{@?pXUrn2NW#d`Z4>(oa!1m3MR!N&r=#9AdW5H)Lgu6Mc&yZTK zC*0woRQYW*1-OA9?zV9%LQqV7+gTGb5T-6+gg}e6UtasQ6vV{bI-(k!-Kw$To72ux zC9~vP)atybf85Al)e}GS^R;1f)TWg=PL##_{E?&Kj>W_z7r^O!=+x=-)#~31MWsg5 z-Eqpk3ukp}6O9DNACbJHCoOq!?^^Uw5BqXlgHfxIk={Z0!u+omaNK$xk7znZUY%U7 zTH#){rIRIRaa4=;=vV3^ECPRRXbV5tu>E^_FLnX+=$|k+>4lfdhub&$Yej!})c_Ue z3fDk1{i&6IyQo5(*4*8=wv|84xn6#7@v9rF;?X;aooWSN4ePUUA-+&AO_YMU2#=x7 zhS(Ry@_$m6ZjcovO2)u+p(*x}Dz!A_x+R=xUT;x9EJwZ_+MJ_{@UR0q^`A_if$haM z8jYCX!YMwYG-`!#5^Iyvw333?4O^(1tBPruzY9vj7v}bPU-iF)2juUNP>(?s2XTMY zJ&oGEC!7mxmf9E**iTFg%k5_`h%lW6n(xOR)f=j(Q11e3gor0~CMGR?X|BKJLn=iI z(o*iCa2doCYlu_&v}fvhQ~cyau8|*Nmvq{$J|8G+`s(_r8?KFft$k{3Y03S)Kzg9a zsp%{GL4z&AA&=&#&Y8IR!JR}3yJC=;q=LJOXD=#2w&D(n(Wf7_=wnwB2z-jRD=!?~ z<3;ZW0?!IS(G+V|UdJb=tBQfR)M@N8J6OwvlW3ved5Bh($=@!6~Ovxa(rpBR9Roml4)}J2x;-S$`Hby2# zC$Faa+)99GD?=%Blj+=395K8Vx=#iN8NaOxuBj~tyL(r6?hJM=<&uYm2J_TEPaUkq z2|pCmpPOc8u#CIuWojl!kGw&Bl_}XtlD@2D$F)Pv)8$q`xGy^(V} z*3yDTLGRZGXSk}!D^SWG*(9f*1+9Zji?=2spLJ&c^;ZZ=)!n&1WBbfa)|DM_(q(pg zWzMn9(B-_V8GbKI-S6Q+&|a@v(0!4M%OGm~e7`qzh>Xl{{%2R@1*(4o@kKxWcVAx)HDKFZ6#I;hyZI5?kIxbJn_Q;kIlj*@OV8~mT+f#04fc`L z(}f8ZEf>9=;GV5ZT&F@9aUI{ub7#GGyrtYWJ;kY+67g}pJHdvFA29 z`Pmvt|C3vXx&T0v;|?6F%EJr^#b5U+UdjGdk6trZBkMm&q#J<0ZiM8#JRw&%^%4nh zxGBuI5zVUSQ?Hni0Na1DaLCM>?HIG#KzD`5Br^*wdHfFq+S)1!37u z0MGXsd$=t>YxOl6VEx^$_+DB5r^P-l!dnJ#?B_ z3_XB$Sg$gS2vHaRw?H|bfj&oW&olk*l3~D2kR7endX1p z{Y1IxQ)~bO!AV`2Xv!k|T|S`Hfn&87XF&lG5Rn(WiK+2wSYt5b7zYaGc)}^2we7<8 zgaEy9Ldx6`anRJaxg}{(nW!o20146p77-oN3}vMq;J#PZ4^USc4nQ?%6feYeQ@n!z zHqsMw_)1E6Qv8#n3}7RFN&|f74l<*>HkvU3GyFjE(qqmWOav~U1v(@_-3eH|ht+5v zS_k&@)x$0F^FkfIrxejjdh9T~IY5)O*B!%0DFt}#%~ie-g;}A+Q%-#BQ{7WI1<80Q zr&5wv((~U(J_(-%Oyzg3NS;*EcHJ?P2QRD48uw*=Up zlWaS;9d#A2<;U7EZQaq%=P_i)bkD_PJg`!;6JdrzXV^bj%HJx?V64+uEO>?Ofy!bP z2J2V)g*l+j`m_e@ap|2lyE#>6o-Y|2SW9cD*hB$B9uVzN(urQINzn)f|EdA32^}mK zSZ*T{Q7hk`cvCcaQ3!e|m9A6fdhC@IF08Xw0;1`?Swppk0WH%GIN>id&(|AFYT^88 zTIPKpxR6}5bhCtI_h%=9CBO*myoLQSix>E3R1j(EO5zi5)^s1%0eR!{Y3;dj?2idq zG8Jy508;ubsP7kWA$G7d;4BV&$!Baq$cvUpH_}+A5{#MQOhL zoL~87{v0n~4}q6Lh~ploldCYtjpRc9Z}!=44%Vf5f(wRn_20O&Cdz_)9%9I|=U&b zoTe4MHb`LQ40f#;wGC1$UR7d(jkyw{g;|{6&8?-MnNJknI-O$G;4x!%iu& zoZS13rHkoH9SQ~~TW1H0>Ge;x1lxpK?}jqmOBm7fKd+=hN8<*p@6^*j4<^{xV@;tU z31ILgGZ}jFRNgotfz{6herYufX@% zuP)vCEu~J}O!pVRSi<4IBEvL=;jFh*Y>JIw-hN9{SZinzbKNd)kS|lgzE2oOLtP|< zf_TINPP?P%`AQ1e3v)pqCY?WE?-QB*Bb+b%HGka?(t{}mM~JPKcZ5ESa*Vq&-F!?c zEJlT2kk@SnYrVqB@r{~>qJ!vIo`H5=h@FOFBVf`Cu71mj+n8R|Zd)NGopf)V_l2KD1b&?;f1b$okPK9hPO;II zw>UnVRHjB|GqQ>fTRhX^9BH*i71=V8 z4>l`|Lr`zA|NUR9!Vh$B8c#);Jg9N>ug2bB*8d)k5pdBJGAcUXkh<&65N(5s=>hS0fwOV|+SUUh@1lb;1WR8hLl z->PN+_4VhMJnOWfvRZY$fJ03rq!~GSF-@i0*e5dgN4TYn4esJci{jI`y6kbISzA~B zp!XdSXWSyHb=$oBykEbKch4n#o2_0hp0j8c3|d4D!{QfFo!!>bPFP8M?q|V81`*)r zt#1hnr+?MPojuy^kovXaJ7=q0KZK!(%CrIP(c4#a~W#E?zT7B&;=mIOhNGBN}eqovw7|WlQHcHZGf~a z$BlKiJ)7kksv!_H!abH_8ahHLHxH~NC7=;1BA%d?P6Z~7l9FzLOu*StHc>BWhYg@j z|9&zb{60ANvkG4GkBeaK34lB1b{A-S&web~tkp6!zIs|nN%tg*eI*kHN((nxJ*D4& zwJnc12K5Mg7NPki2*+_?G-sglzz!2cNz>gd|roJ^c5 zl?rv7zO`R|27X+>r`sJPiOI?5vA`utTuI;Bhw1^3!UUEKk+b;AorvUa4nUU{hpD_T z2Cm&0Kt!F3zZisF6t_QQkON89PFM!tvw)yrg^R5ID#xK)`=HDJ9bm3cgA|L?{58CcmEhgiW%*U zF$Tq?0npyJsHkX2E5+@f(ZcX#7ycye3LYW&mkzo2gJj}dGe(*@ zes&R@mH35VP0L3d#5qXdo4xMh*vYxJ4s}30+1Ra`aifrVZ!0djw)biKim*_nQ9n&? z;23ty`YQj&ck8G>Z7DH_YO&5fh_vVknaJ_9!%B0I_gp)8(q-(@IMwG!Gz^jwAqIv) zf8_`#y-(cP2e5J$2P?iolK4Ivr1Zxv_DU$FX>tKLL`x;I80j%*8Z>E99206(g43jn z4xEfg(wKWjt2V^%eiiqd2qsO`xoe@>5!Jtb;f@>HSRp~8ocPcRQnt8y+BMQEA5je> z93|`k^E?|*BAIGO zl(?}Jm9L(fg>hide|@WzD%e+*NI7PfnKR#k!<7(-Irw|&kIl*Dlz=0Mj@|s*xx?J5`(WdPB7NOw ze8q73ruuiz9IoS=?Oye=W`fm`X)fSI%`L}2Vk)NJKxXSLT?OJSI(~=%QJ$gb0~vtA z{)$A4*EvR$gb832M6k4ijG@7FXxOwI*iv6(a#=XvxxK90VQJiDDGC%r|Dq5-%GST4 z_4n)>Btan08k*Zw2;htxf5XYXY-XVh#+p+4g;2OPeOt|4XLt*<43n(;llwYC)ATAM z6)+UrH_bM{Yu)-7CVAP#WG|GMIl{10IHvF_#)lJV`ne}0Q|uL>9lOertW>dkLW0@_ zN(i1>;bje=7+c#^b-X<%OthRStDZikft%v(|1qq!S@PQeF5MGZb z!)6c9kRdqv{jp_9z5a!O0~U>}KNbmsVt;gK4j(#c*%#%6IC4gFYl2s4+l*u_JF9q+ z9P!kP?-u3C8zrfw*82`l=wDN4?EKL7=ST%9G_6>ia70tzI$y^xMYG($WfL#3MS;bV zpPO0V%^Kc=@~H)P`e0X;O*cFW;-){;QhH+-r(&aF9YV8=p+(e-Zcce_+&CTsIoo~y zLo$dPrl=R98!deW>F0l*K?o6RMK{JY;}&(WBqN?TWx80g_8+i?(DZyBRuz`Tn=8})Ean*}&VpK7P`c;;mNxL?^`{#Pf6 z92aMqzb;7RgDtW@NkiSV*f_=$Ub~4`w(*2mfd%Z zg5qe^9ZU&e3liqM6eTjirC|vrxA-S%p}p_qPt*sL4+(-!!S> zU$nmZCqq%MVU`xNhW@xYy)x$D@jt|;6#5<}3C#%1wLf@tD{M?q8C7kd}{ z*1jA9xeC|1%D1|4vt6jkHf#{^3m?ouiKECGh??(InJdKGbCC@oj`HC5YMbzp%UOaD zO*ru7s?Fj7fFR>L{^Q`S*>}n7hq-TZH+V)pc=!n3U%_+?=|`&fFkx2;gn{s#_=>!E zxddG3LW%8=SAi`C+wT199ADm zEWsa_k%~js;$_))GH&U|@y~?Eg&_ym9XwF;EzAy>JX0F&VcpsnV zN&R-B6785%_^@&-AFd*DJKO43bx9-LuT*V!D9MJqETObFIroQGHm9VY!i}wG1=JQ6 zv&#>xfRD`bg~;=QBcHprgd_U0O^t&bysN1-7hVu~+PrdYnj7|4*ilVtEdD5XS;G@o z(n(UR6wP*7VaReA>FCBbg?ef)678?>XGKf-yF!WwZI6^a$=2ASZZ2cWes`n>jov1) zhBCSAD~!h6l3t37VwzvkFSQsi4)$seSq2uuVXAgZb0%gqiu~hV$^EGo;8V4{!Aow- z+&!PmkxxeoR|i6ICF%XzjIi&2BHFC$g}kC+y_db!O#sijUPw4P?db`Ty|UUp{fiIn zBQ;9G4B~+P-jZHlYihnNs^+iR*6M}5kIVVrQ9caiIIp{GO*@dCsq($9!QYBMaGqt@ zLiwOv39)QId|!!h@*4}z8ln)t@?l67Z%iW!M&tJ6+MocFHt)BfMuANUO*MAoWbyC$ zC`J&6>Zi_jRs$w=H`Zf4gu<{)jYcayyzw(U%M9vUp|~$yii7;J5pJj=ocg*lS*8*1 zX==TANLYnj0Nh~Kadsjc8%a}52Bu}!58m&R&`%?f1Q_{0{#+(};b06bNXaq)+DdN1 zfzh@8?Teh3npH9rT8Z(CI6T`tABhZ=qv^Ihh9zv$#CpV_A2d%lO%np?<#P@O6iE<@ zndz+E)nab*r?!QyS0wfcn!E}!Q}gTcgLzGDt-S`Uw-~o+tyiu(^npc-XUHfW;~T!8 z2LoOO=6y{wiJhGM=hEb(TNqr{Z-!DC$Mj0iw>f#r4>uX`RJN;Rrbv8|5u_)aQ#=*}HyL z!iT?3t6HMmp@9Imj6Gf!?;eqc4AOqf8fXO$%O8dGfFx3GJy^g;!U-IZ@&he!8W^LQ z=Js#XEev>(aX=Ly_A`0b*r;}Rk5UQ1jvY{$f`qJe;zDu%ikqqH+4tC~WKYnaP#zFUkzZ+fbC)g{cq47s(=`GB z!hS%f;#dw2QSXrnQdfKAD;>~ASN4V1PFEM%Z_%hTz&Y$WQpCp;PmoDhHo7yZE}3d@ z$~(|vXeB8MSDq~!7F5>DNY)tNsfa_wml)eZWBw9&H9gYf`zl*WD5OnH364amW?>UA zt!+-RzG5I#&ec65m6lm?wc-xVeby84n;iox6~yWWv(Up29?kB+iXb3-!&T1Wi?FYp zo%nV#oW=KHZwQ*0av#Rxd$XquLQGB9MsM75|n%V z%p*XG_{r9795f+_;zQuO&`USm!~;GG5g;Z-gr9~g?v{H_it(X{^7(%3(;xo9(|KXF zRw3WTTB2L-6MnH|7;dr#N}H z+_QOqskT@X;ml%#*|!*i8=-+C59?OV4dv;tF&ykN*+MT)pPLbqA|CD%MB}&e%$Bd1 zb{Ch7wTc@@$(a4km;mAf@}L&>GAjeNV2|Y{hl{fM0_S4F`Te+KqcsXts%Yv#u`aHS z`9l;|oEsL_PAh1AnItnI#UO4^);)UAG`SfPIbv+DdUWNzBa9RU?;4i~>L@1+{xS|i zQHSGB{8^5|@kK$Li3{jx&-4?Ia*Ca)E~EmaI*4j;zz6RMmmMc2uIv&!!z+`uG^2V+ zWD=Hh=a_MqejD+l{*ea-t^B8p)vZiIVLT6B2x#!Jcc6_&Zmn`$*C<45(I^?*i@Gbr z6uz=&6=gf@8&J*ski-8;|5ZxEzHN{QsOzFE^20@mS=lytp(U1?bnd>FSd4?zcHgP_ z_T2o6pLgoh+gH=`i}KBg7~*|hrvnIES*uZ(;=jlSKUIbHC2sMXbu4e^a@yfS%_Bct z)p+_BnMRCm>?9UEo^{r>B(g;vnQ%i^*Opj`6}YNA%@Z zXRLj;vZ&6T9N&NWH#B6fkw;4+^pw>d@-uCfS^(9v?>iw0_*U{s-YAstBQ7F{kc8KC@Jwv&*r-InKa$?2kg_(QLHth{PL`(Co{RTMa6Fv+S6?8{G?ww zw)E3HS5lYqHtAp!uJ-0dTVE;PdhB^2{Tg}yd9roD5x)R#wTOFbNE*E#h%=5KMK36= zI^7}~a6sykiXwB;8cvu-E!8l`cH_KMJiZMo@AT3Q)u48YsB&9JEsZzFZmzoYI{xFI z!32`z9;;l(Ga15dhoj}K1hQ~7aac9rxT6}N(tN^^zqY=KJEOA3z zv0OkwJ)EVRECe-QzIwUSi8PVQslK6}2OB1SkY4^f2K?o22&FHxYB>Y#AOJx($)WZr zctP=#khi)a) zq5Vl`^3w7?Fr>2`sgR5#&l|6_4WqG(PhA(ca@x}ruAZX_tGBk>BM^3-?aq{0;N$ZM z&k(j-#i4T`BW;oyp%8FJ#TRUO<)~o`&b&jT3FFxww~LGtw(G?*Ri+|lf3;ab$_osJ zTm3iajWkPVhLg?{1WJUZzc(K;;kCds)BNE4-@FpsKAs1v>YFj9JUGvW){A=z@ABV< z9^RC($2DKZL-?rCEcFr5@A!xmZrcl2GW2P}pJ8;C2b#WCjo znkcXAX%=n`&U`(UP+s}cWDMt!i0vueJXg4u5K5Mc{WO~jWS>EtsDhS`i+EWdNEZ9h zzI;nw8jBe!9k!e{wfK%&O3!P1`t8?Oz2jq+w87Fo=4n&Yp36Kdwn{4KyGSo0Xk2b_ zv$wB4XMs+sW_ST?=U9*bn@*(!L)u_TAM=#CrhSd3B;(YYtIexIfra8RZPnM{?@U@Y zUEeWOzE7_4+Pum$Rq^3V)`(Rr8u${yzdx=m^%@LiI%S=%0btQ?x4vmZg}TaAh8q+6 zr>y&h*J|Sjf;h=)b)$tf*_+}URm(!!;6*SL7LxWzSmM8?{#2sGZu6iOeHAVJZ&A^; zTJh9>MfscJA65S=N=bW60{Q)~$QCGibMn6;&XVg+h%Xr%lnbh6tusu5vpxYF`r4Ol zsPJl?DCcDR{2RirHWr z>=h#zSj$87IJqxlR)pQs_9LR#N;>%yu~uF-YOB)TNrQzGTUu1I2{mrNw85ER=m}O_{?8xZ zPqxpllR_OCej0Kns}+tGirMm8AKDcAiui#ySPKUt-|2ww+uwfhmKw<)GO%~PnC+4* zydMUK=@KeDR5)ypgTqp}i4(TJ3Vmbj{dMdLp2NR<+OF@DmY-~2pAO_YMGB$@c@W{2-_5($r4Kzq;9_`$T7@pR&tsC zeo)^R79Kap>sM>c3EtN3-y;R%Os^)Yh74sb_H_W0+i`Q%*Fw7Xf2j_2Z8#3!-97x! z5p_=Vdlq*!wddGKZYH~$ww^XH{QGut;$O+Mr1+rK_833&; z|18LEydZ=Besko+xgxethp_VFf%0kAko34~96#RymZf)d{^AVr7?2Udrbg4#Afu|@ol@1j=*|I!P(O_MWsth9as+TuNhATvkOZ( zSPp(%ei4xsq#9ZzaS!*ZUhVirLo4`dqsCrRLvak9=(_q(hNK4i)C)=thyXdFETguv z8{fem06iFgrb9p(E!sqhZ5M%35yg^zVKJE+4Vk2}Fs!zAl=GVhDZDctl1!(fbgDUVsltgUG59;aJtTT;m3X!0v6+BN)A}4W&s4_3WhYt(&T!=j z(DL`;WN6}^-9KVqyn9x#;F|Qn&UOe^U3mW0WmMy)yr}t3$Qj)@L_hCo!clxAm!7R} z3)fZQlR^*<>&-bHYt3Cc3?FG)@naZa8aPajX6)CpAU$Or{JF&6{*ae=Amr|G39%$^ zh1CUD88-QSVWqaMBG*y;m~w?*TPy&@`$vtFx2#1N_Z{2MULAd*X1V~~NWQFQyK=$i z9%0Lc>2EH5;}d?{pEMMZ)NWXEAM9FPH@XE6c9a_y;oGfld??|^it^HHqenfT5g zij||qyGYg)O(|^iU-3Wq>f3*&QSdW`Xr~l_yWT++cV7I+tKvJqKHDHrj9gA|hN-0V zXRfp{3i`k4l@!!t^W=hxUi)E)GHD)gMQltUTZ1`tf5Ylex23trf~bos-03%_bHBFo zDEQ#qFwuG5%=0Sx;8X?oXSQBo!LoGIlNenJ%U_dkL7j=UaWs5FpaBjU0lgaP!ZQ1$ zT_a{l#S|P9gFd$7&QLCVq+-m{@j)NQap&cKesIJL<}ki)D(4EEM4nz*9}BC#-Jw%3 z#A>9`?_TnA$Is_N0b1z!p{+)AXeVa69tqNB!v|Yjfp@6W8S7)Zr`woJFrqds6C<0F zOqrEYCBRyvs04E`%7fR%znaM z;jR%Qb;>Jo?y+d)%B*T?>Rt;FTmdi-#xT3(Chn4W_o~P8qSe<=vauST8-}&BJEGc{ z$VOezpS_4GsT8?1nnGMH?!Wx-!BHiMD~MvgabhbmPk2c;aGmNkh*QOt>JJ{DHE(}$ z*(6qF7Ab-xu;ZF)mW*P013cf_e^&zH<}3NYZo!sCP8FA%`KH8+0?(%Jtg1%do(W55 z7Il1$zD3Q>UgWrMRBu4?21^%C;k;>q2+zDxX330j(iuhK1@<{d7G+0G4yzvmAyJCy zk*=X|Q7VUo2h}1@eM60CD(*{u)yEV<*IU$}z*pV`bEfVI0cxyFd1AZ7)S~ z8u&+QB9)jqW%^^*T3lY*8;mR6D)13}Qe=@y-cHZ0WL5vWPoGA&@J7U%QQD&>jUM`oska%M}?6i3Epnd6+2=41=6g(~0_06?y#~(wpo~imRrM9#( z1-+G$`TKdQyEf+?{kPMB{sV8z7}-r4iqli@d8Tm0uq3lv@#gG-A7#xqI@1?`uQz~! zMp~m;5@L(FhO7Y#+;-36f{@)?#8eNwC8WY)|Lxl-JTP2n4fAD&KxKaHw&ei-l) zlJe~J79xwnCnCQW(PE<)P*f(y9`x?4vlx zA<~JH)=c|JP{eM~t-qVra_6&^I*i}AY=8h23|Rfdthp)%7l@DEwW}}^Md30L=@Xnq z;bzlR2CFeKUXWx~y|zi9&JnGW5w8OOl~*`gNmLBSmSeWpLi!dMvx%?5W8b!fj+CWr z_p^|-sFX*^%`L}lh8Mv|X6D;oDHsR|d|8LKma}>*S6TFt zb~HDSR-o>2^GoY%viy$Yx%}>j+!k@C_lggz?H2^(Q5QGQFkt$+*c#uDxBQEK{WTuy zLPabOpEo*7|8sL;9Jk&zcdSDOIanb#tLA}!iU`i~`IG9-6(YH%#c{UqJCuhMg;Kq8 z%r&4hGY+RO{(;d0w13lX&xjr+J^03sXa4#*VSa;?vKMx|cvl-!5H8Axx4*iqa378B z68wc;wsaHcEgG5)DH7dcFYDRnzm0XWLlw8Q1oe~V$$+-ItgsM;&9Lz0eE(X-QS}`k zGkTEOiyzJjpqo(87@7VU7onDrOk;11GI>y>Nw(T;&Rmhfekic@DN!gOi{e+(2!A>O?Fv6XdgCUl13Pen z7az2K`;{F(U4I}>Q7`nzovoBe-pb&gG*fK&2WlY@!+l`c|1tH}0a1kA_c%%|z2ef{ zjlj|+uq@q3cQ;5&Nq0Abbb}%#64EUl(%s#XqTj*yeLuh7e`oI8d1jd19iDmax#vX6 zXk%we-Xl{t6`B zqo#_XX|}Tw82`615(;a!i~K$R+pbG6!*rJpeLVY5r#9`Qpux*nvEB37PTP;vx5c>D zbLn5TA5_0LzGr;)nIV6{jueh%lU@1SI&`9$n^HuS)L+jUv65@_*(&<)yHdlQkvcw+ znjIsgUj*W{j~UHOv;Z*?dMf}dMIL$EQqqP5huck9_mliVcFtUP5Q}*B4B37U^5UK^(z4^c#|K3xeRYJcpmF2s1tiL&)PG zggzy`=Nuvk!PnF`Fu?ee@Q>#bhatO)7ZSh~(RHMim}5s;3Z7vKI0DRafpUD{&Yx)T zQ5|6AiPcO%_0P)F-mUGRch;_ooJvMQ%uI?0X`dP-Ay&A~jkHd^7ZMOgY6DU@okMJS zhcl-0+;o^g-TWv7<*8wcfsKr)xBFw?s=3t~cZl^H@3($C*y^7sL#RR12Sws%pA(P* z7Z_+k{Zil%1n3zP)f{h-5~!?JO`_T!DHgnDc98&9Ab7@`B)v(XkJefJ!d^lQCv+9m z=YwQH(}8JJDBZ=J~$ArhdD38*B<0)}v|I}i_rgKS`+5ClF`Lz=^D@3tRx zb^^D$&t)s?X3geiaUYSyGYZI-s$DMRIy=On+8Fb*#bG6ryhz?GzJ%Qp1C>;n4iSA} z9qL|hU?IT$55(sMSJBU}Hj>%GV)pYPA!lHt+6#%Sr%v_&ZK z!S(uLvDQt9FTA2`>Zwe9FJ~{W2ZIJ5GIKua&LuW*I|^47_8i%n5X|WkBg`tAUVN>d zwYDj`t&ck-L1<w>~ncvs{>Sl7txfkf~dg`=nwa~k`Nps!bm|F?Yi3-F=yJ3gP{b;lhkh-VmgjMtl{TxK%-xUo ze`X!ocf3PX)9`ByGTe^9Evnz<$=VhzCL#V;{jt&aG{YVxueVTY ze1GRn^^cn|x4BanC$_Q1G>33wA#SAns6Hb|{C7^I`vLL@@y$LShwOk6ez@hhW}3za z36uQXlevUxZf|`@!j^HkM{QtVeC5&Q0Fx-`#*)p_-7n#0fws`9<`*c(Y?e)J-uYh~ zr_rd@iVi`%DQ@)I46P5*U5%C!FI827T@`BBIJ zELO~{Z-3^#z&@MI_2h8{3!3{K+};+?k99Q073BmX=27~#Mrehh=pDF!W3qE8Zn_!! zVqBKjEeY^_cWsukHb-hsl!pdosdO~y`KQ(U(u}`zZdP(BNbb>@Z?*f*zbxjmA!dFM zjUG!-dYJuoO-s$_O~m)xaiOoL63i929Ymy$;T{>@YIWy3+#8JM2czh0MLAXRJuDxl zKjKkCn?-R;b?Hu!PxB-D*6(F1%DYq7M7T{!PhgbfeLW5UZslJ}7sE8d-DSE0POWew zg_0T#@eB8nF~I3+oF%~Rr=!Dimx(1_&Y9@BiQmd2_c3+(o~t0bbcVc3OUH}yYg)2! z@!LZA!tHp_dYmHXtKsp*-CH6C9=ZmGU(<8WjXAjC+}kBeE{SBz{Me<>=y(}^LFOlZ zsqzOg)bN!9odi2m)@lp`9f3003#NUa33{+h-y*3vcIBbYMCL#>B8Cuf8YvZwbq`;v3l)qNd=zaTyQ(Jk4>9b5g>TdXj=5fcoH)su7_m!bG-z+O zjkEB_Gpv*pc))vNU#!uIrZgIrcLBBw0MB?vvmDSqO9U7hKZu!Q>VcxJn4l4Jtmsjb zB;oK*im)MbEN|8bU!8zOLb^gBZ`LbIS2>zj?w$pTJJEw5)duG*rVdfe7CAB`nNsCr zd9?_6BiZRyf9#spjgW;Y7DUUYBsEVvxrUk~@0sEj53^q{Et$;GHfKmW=c<%8WU*jo zNfIP8(&5$o+QIIopXjBPV-h)PZ|bg=y{f(YYDO^nG)lTiA(@YJ6-UEJK{{6MV;O6+ z1AeRh?UA&_ghSn)MYq*!=4i((_^Sun2UQ)nMOMKNaDv)B0A{hu3F)C=l^yJk=2NtM zuCLz4KwS9=<-t7B$i6jv2n}REz~!_j=%&VWlm8ZB(gf5A@>skj0b(-;2oc-QQL%?Z zA6Pwmd*XTss1Q4Duq+dxkoqo3JP8g{V)8#W6-Q9%WAYzk%dS(#xeu_(M4{oK(SQ$9A=~}QqJcaP7Oj9jG@r=Igrg>C4s<)*ys(%sFX%;;aGS<)~msk&eb~s6iYdt4i>1@528lnQ|)3?l@eWQdvrkY zT~)G;j^*Kj7TwXEc|Bk}uNVL*OzZE_aBGt(%OFJTJP8TCfuC#ML>;lC;MO+gvNp&i zmL!nXNA9dyR?Jbu`<$JSJ&qZQjT&SUmxYs_;%a$wrkY$0Bt!)Q4ogaTeic4J)bXWL zkr=&^yKmGL1wA*2{0xXkBUManu{d*shA2m3ZngJ#nTZV77u%jQ24dERn;OBKULH(743&y1qW?|t?{;OBMbNt?lB!R?H4-j5#pAxGrH9|yn< z;*pP`ZQZK)%2p4jC2%*o<|cH^O=lwro{le5$0L!)xtT!^E%52k>SA>c&aitv850Y( z9_A18p^}C2He(P&v9+L+mYqG3TsqWH(W#iXWWiN5T$|&z-F7W8<7m(S!6Ak3JM^D} z%-jKLa{r4H9kI_~ehr53G#An;O|j#Tfv|r&)@_kL84YxN5ES6HWz}LazLV(7C&`CT zZv%0|0e&|cZjVpf5}=>}QCsUH?Ws^;^!teX8Z#`QKUejouK3Z%a+_Kj&Gq-OGf9v-4?Y^2!!KIyEo8(WyrV zXJLLtEDscfyLRKie<%(R>RQJmGWVn+j`nP&eNmpS0%#^C=%NQ&Hq!7lX1g)RJQWt- zD&CiLjeY;pE`YQ2>zxB?k|X~FLvPiGgElgh`DZ-ce&-`zc|?6r%24A*E3+#fQU6@9 z0hT~}oTu_mqloc$JCX@WeRpz94WlWQMFdPXq+e1@4;7l_yc3gF+<17>hJpTzSvN() zDR}P2fL(LWXF3%1go1u5Z={B=4+4@aiS4e<;Ka~J2#jJq|Qw>0!thdF6Ny~S7xt?L^QtSXb zysLQb&CC7JPL z-JO+;BC&Ya>Ax_PGk?U=G7VN#c<_KcU3Nv=(xM0s?a5nO-AF}VPJ4M;y&$EK9~nOL z1l)uu*-_ zBCDOGH!lNn3o7qj(!I!0B85m(wM@qp-DYvU=5XIpHxFm*8;&nw1}nkKIl96+4{WCx z5_RfYc7q^%aj#fw{?ac=?ogIT*Dc5$weLGpy8?7xRfnHE4M&U0XQ;(rBN^h-X4s*h zMPwG%8yj&+-ripvj}KxG;8Ka+7X9rT2kcKJLr|#g!5Nuz(?1NUMDN^gBoik4*8T7@ z+m0OnxFq!S&imo%{;6%b8xprgm%d4z3z<6pZQ()~d$CX+cI2O z=d@S~;4{QZ8lXm3Yu=0+B>9U{D1s+#XG8(FE;uI7f^iwiBFVQabCcLKXtEswIY2QP z-#Es+WTchl|K!77BhpXWv`C=Da_F_E8%L3p-2FWRL<2An237y_29pQld_#C$L#Y${ zb&t;DKv@0f=IIhz92;W~E{Xen_u6xgYCIKKWVT={--EZCAQ<8vUq~KdHP6U_+)KcZ zTT+sdYv0ccH&b7$`Dnlccm2W`$MJxQk~2a?9mCHXGs1E9PAQeotOYfA1Cw-GT^+0A zn~yTnWJe+?T~+IyqTvA+N)*rAI=CXI>fKu_a`MPt>7c58wfG*Fc%)vE#^r(@{G63A zn<&{r(^^%|4&jZmjF}Oj%){P8fGJE+SkFuvLdT{; z<5mgz&pOCn(w%hdvl(DQyw_}lb(t-~{9e=Ng6@f7!Y`^W*Y*&#uR1&#G_o8fH|=L1-{z4hPD3p1| z7I+sBEKV__X~^l@f&G$GEF-WuRSR?5453Pp@vNrdBC2zjnY8A;%8HrIHXiJj5SMd} zt102l@xEw?7^qQ!od+apviasX7!mQLd*oqAvsM}`7{?$yCj@~_UEAFeCgkBC$EGjM zWQrnfmBQ`b@_@R-1Fq_=r;1TJElcCb06C#&(LuGoP-DI>rUi0()7t>DgyLk6f(XLN z{s2tb^QyjtpMIc$1a5aGIFy?LQH@qnm|1o4fi#jS1BMu17iU$Ko?8#yD}14|3O6+ zMUwZ@h1L(GJui#+EDisB(WW!_kWzDl^h0yq*89iN2M#?YXvac68rBW!$9E}^O1>FF zYb;V5Xr^VXt7rnZbgl3^Za_Ms^(OtN1dgJrIXcpd0;X$Jg^5AP+V>Oa_(S2hkDetm zT*yI;6Of_yGI7cP*0Q#Xr(&&OUV5oTHMh;dE$ehN=} zoOrpKl^luoAvGhhlX$3-Y4Q(wMxst6(+96Hbw?p-5K!+$fOEEh3LYp2KA7sFV6c9n z^o?&D3}4^EX8rO#aIPO!d6nhFI&b zyZQ9>s)d-NygtjlR_+@2Ort~%gF<)k+17WFh#f7K$QB=VTA3e(*CRbkDEXqypw*3B zi@lIGlI1NaXEnq$O+)cH$17GBV{K^Y*HkTV8={_@bPdLxD5IbMnNH!lN6(kw$lSu7 z;Qi=7a8Jmh(`j$&;(LQzEeBmiv2o zc4et-behZ2ORL^deruuvB%G{#D9C35Bc5&NN~eD-v8LeYrBq*=CoN!_fvVfTGnc6n zMj2`U@^QY!kDd38z+?-5en-b|xMhpsL#va_XMopD&MMJ^+<2H#!s{uxkm8wZX!fFtMzgE zk^Z&SMM!s%>*Mq#O?F1e-30%lc$*S$#(_M)?>wLhbAO6JvZr$tzd!OA}gl z*;B^3@xdeBdI0-3m*VKsxkA&4Ih%ZS7xlpxlg3Ag8GCit)pM?gu*x%4IsWuA*zdiH zx{8)_QG9SK8}`ILzz@89=G4L@8)v5Ot%dme#7NKM+g$T(%Ww(BSwogu9Y1T4C(nRW zo50+nDW}P41-A%=jF-J!h)KB9X#uxEKOgFY?kBq=1G=f>hXrG!=&!M@mFCTl9cg;| z^fP?dDuZqhN^x2Hmi>#k%z%qrv6FfduJqy+=sd&mA;U#$wI^we+%~V>&uFOiTXLoo z>}ed`llJWC0Fnys<+d-!M|MK@3o7$&;qk%Q`Y;B93f^Ua61IXo6y!7DcAyp1AQdk% z{YWHT`SMnS{b9M);wGrY*{8y-c@*_XoCiJ~nQ8Df{EMhyi-4`JvPM?b<1-%>ua_RZ z*O0@k_o*8GX7PO|X%D*^q6Td(4o8m8@(#+W%IPHPC~{kbDQI0Kg}+aw)7yV7*4cxj z#l}+&s3U%NpcOBCQ*4+!Kyy!(&ij4Gg|a+LL%eCjcqfv%KOQHt6uVIVus0cdJy(u^ zPJ0>WBP;ZaVwu=7KEB`ux-h|Xpd0KwLF{jk_S{z?>_IGBaex9RlT)FJ0I0L*0B$b7 z0;A>Jjrg_mW>sDtbkF*5^icx!b0*^MnQpjuDZzf#L%_``_Q(Av0<(bKahQvl`5nr}JERZwPI@)n{ni5>bE=3^D{p1i#C=ov{CS2@^RH9qn;an=dZcb_2Q<4^CaG|D)z=?9M;3aT(5Z6Ibor8|+ahz3F-f zRdb9h3Rl|(#)lk$E$uG~(7|-)u?d4X#@X-$pukEW$M`W=U`p}##q>j$W>H+L%quyo z3)Q>TEOlAKl%(?;fz#Er>Q?Ing5rU9HZcMYuZXwcOdM_BsQt|T6MpArV=n-Z-o6v` z2Hr>&ozwpD4i5Z|(rYAd_CvrPvu6hKo-LNCbYw={UU6b}GQ(xTo(u^3{$G%DY-W1< zh!hbPG7`UEYWAk{wzFa>jZi2gyKZ4g-g{Re9~!OD~M zk0s~kC9#3;l1h&GVi|x>wI`X|vE5Gi10Wk9EPHv~(g!>lx9D?vnj9y1axk+P_|CVA z+$o8b!$y*`fWM~#-cEpn<=G(+Kv~dZVmT2G>azTys1Vuou&0h>qP|UE(ZgvfzAVNE z=GAiCkRzqR_lu^quU(Q%dpU?p5?DoP->}q^_Hv#p6Vz2Qr06D)$X*B}wCVSxBi?aI zAWk@R=}TrHqCwS=)@OXLn{2d>`j*~EMq)JhcR~*7Vgi$wy-5}DP_F-c8p@oxQstHk zj0w$t%?CNh?Dh0qSg2p{cDkp%@g6!ayS*Zd8{|*;YFf!(5+5AT7~1XphP1n1H3qSX zB`d1Xm$ZKJox1i%gWmJA1_b}axvq(fMCQl^Q@g}D;(9+tI#oS;He5aaG%mH2>}7nt z=pOvhVqi7d>Ray&bxmk6mHIFnC zDv+$LZ*sxa+V~X1n8@N#@e$A*2T{qzjz7LI2$pi2=$*TWs9KNPL)U%(HHp1H(K#ia z1`X9PVZxkre-qRdn2to^`@Z9aXq*)PSwh@{wOP-EJ!!VqQh|IwZ!SyRs>0jFFJD;E zFm$T~-_+Plq3omUR}sUCl)qit)pm46c5%KbpKpl`Vh!9xHY?MuTWm0ngku7!^Kr33 zlKAJl2|ssWA41oi-@c1kHUD99k2=Yp?YyS-!6joQcm1}6&9F~+-x;*%=VEBhLJ_xO zcv`X>r^MeA>JZ<$;LZ2V!%dL9cmqTs&4n#U4(pxBT@R3#S4E4AEuXa3<8@cjmrygS z;J$a;;K|DyK-x9vPqA^EV`Su|YJyr2vymXf8E8E;)m4jPgEn4%N9`|4=GeM|l}bK0LabLb23@L?O%5einu}xG5zWP(>nqE1 zej~P9FkO~6KY<2lj|T_G^^L#%y_58bPulEaLJX%}?6C5X z(!7-RLfNqal(E*8dGjnsyF_LV8>A zHRZbOA)?UwW<-VS!!tA-U5YtO3TgAvRtG|1D?j7czNCo)-zd<}GJXZJokt$Sj$!IE ztDVL_!wt?O$s~_qQzO7uXkhI5yySV)P`LPLYc-!}7Gbl~YSX3tW!LqsJ$10->$}0i z5e%WNy2!z?c*&k-?z=FZ z0?NiWHbc?;tgmwrq5&(vCd|GvdCNxNk!lqN z>VCDYtN$Z3cKZWU*Pf*hHJ+WnGeI_H;_G9z2!2-o8YT|)>1@{p@~?$VK}x&R3KM?n z)kytqJqoF>!3=Y1!QkH76jm;Js|dHB_i_ZwB-e5PnfcUJ1= zSm^|=SB=n19KxC?)_;D=jG-denI@ChO^}y`%vfwJPdmPjF>bys-R2(g-0k+qE1kOu z2eJYLvh^KKYp?a!6v*47VAou;d#m7L6btvTj0e)T={Z&&Mt&mG6W3ccv%2ZLHS-8k zLErKk9b1*RTs<7`{}(M|T>x5L=VWX#Q{h=S!G7pUZ9k}Lt;urX0;WC0({Hj8q;7Ol zeo<)Vmn;Nx`#uur+ef&U3BZYT`@=h(K5IYER8Ps@ZvTqX{?)X}M5zX;{`a?;wQriN zHA76A0co$78E!kDM;~3Zd6d1*d>_NH@Hf21IdqjY+1}YN)JQpr__PNFV?uUUy=eR* zbkCGZaNoBA(hS_z*1arN&ZJj-Q}ty-TgIN!E3-Hw48I&UW0|!7tnanGd5E{2E6L+Y z&u){pEtwlrcvi`4(_+p5O9?ZXC$w&&P5ZR#hdAM@W^i*NQw_-tk$~iG%b)kEkxDa_ zEO@+WgBY>)I%k-&rwS~~;)PlyQw_)tWpvUmk{80=-z%EXfVR7ikN#0KD*=oI zk~l{_g3;)|tAFhwqmw4>*u@OWkxDzHE%>IqSM#k!>9ffy=A|gkh2(x}e7j~@J|exZ zTxG}IgspBL+A2NUT@&xmt9`q^H>Q>qzmb3Tz@T&M@3cxN_$BaHnER@EeeRXVGzmCZ zj5a6(H^SW)s1ZCDX9e6Nl#vh53Qnoy#?I<;g7Mx?5WJ|%S+^2Fm1id%)U`cSRrni6 zn~iB6^PpMySoCveWRURFLzGIy5mEOycmf-7fy@a0RC@)PxN)b_uSqdXil#g@L0 zL&{EAY3uM+SPC$lC@RZZ(JN|8(e5!{>=`}TRY?nFPu+gzkI;IY`3?Q_fnkRJOGPE$ z>b>qk%wk?L_&>t*t+;jf#0b7co2tSBxKY+-BCHT2VpV$s3lKlqn=9YnLn*i`4dUT% z@X{))m>ToO#&4I+mCU}`2QI(zb5T5Xt<`FSa?CNi5^VEB8s4#@NC*<}cz8zT9H> z%Qe799~+f=P_O*@Q0LS88m$^NvWz1uk?3vBNomzxy2Y0Z)>DTiYcUNZ2Kur$ha6En zM&mrHgHQ*(akhL=;x);#{W`v>g04Ud6L;aG6d!m9r3MX&Oc9ujwL=QEgUrgk%h{xt zmA&vQjaUWPzHXO2FpZfuh0>L3TzoRWi5sV1Q|#1N{DkZ+6_)RN%cG`!6@) zn7j#c(gL@x{2j5y^WzuxIB$Z~w*?u+(RB6`iw&?GoqwzXPKRNM`ST#~l>c{%qP1B@+wn&Hf z(@CEu%Xv)(eTlDI6=y=OYQHu_6+ZB5$4*pECf!}-6Cd7HEf%hihF#~)()Bl5Q!HKk zkB)8R6$~6JMrq*jB4jLGJMjVe`5tccYx&RpejwAApgj3ckE~ybZ>S>RlmYBD*LBle zbK#Wqfe6h#3u9`P>=Z$SNWcN|zyVFZpaKxmI351`G+k%FnCP6&vcKl2Zd$EBoHBxg zlV=6qhndTX%1Li&0y7^zf$mWD^=w&1#LWBkv6?Cj`-TlSt z|1Z<(f5D~tem$h~1kOz#K~%8iCm4ouJLi#JZmXZb9}NX*JvJ)(vA?`MyQXpecr_Ec zyf3;@^%+g`J{TEvpGCrC39GY&Br)3vO1~qCj%?w)lKjFfPA%_n~ zmqoD?qFI4elcBs~DdIFz4?Y_<`0X%R41ZfU#ht_gADz|NmImXC=Mhm-BQ2sQQ;v6_ zy^v@Eqlo8O+Psix25Pt};aMOmeNZI$Z5u2Ul-~jlqBNFz4F`=p)rwQuK_wY_1Ng)<=?zot7?9-E{uoj0;tJ2<(gLkEO?jQq+{69OzbkzzJIN zc0k&&gnWU~^r<(zh>Af-;b^uDIVKMLj##mqf4(8R2$GdTP-~748bcNTLqe0_-_;gP z1&A2t&^IxBI;EgyYhJNQ^6aX;e+qu27hw2Q-Y+rCrc~nR0SS(yepl*)XDKT4>$^bI z7DY`71q;VF{^V-{saqkTO!SiIH0oiWL-QsVEHPt`LhB{^pN58F!tSc8gl~U(s}}Oi z7@XXIOCH(Yj(Dpk^Q7t<4s$4eokZ*(&J8_^*iL(`u;H?K|JqLEuc4y1X*-T*JnH1H zWrbQebTFW(X7U0R#<~a=4?~!D$vq;+fm{i}6u6LXqna#W3OA0lsz_ls+QvlbEj8f| zk>Y6xxuLzOueD9*`07E(V7xTVKLG{yfGJ==B~U6sh1e8=B%XEtlp_i~ZVP%x60E>l z5p(y)zRDtZ#N`?jH&2J*eTADS4;PBLjku|$ zQxC!_GV3DYhEFGuV{il6K%hyy$f$GsV!po6xQdT&cQ@6EmXO;b_Lf9V`}<0BFMXVa za!GsB-{CKpDh+Tl^2Kimzb5sTWW9+cSNx zdgrqECpk@cd{%n_nasnoAn|X{_iferr|7l9cp!fP*-?)q&ELpgiq`Tjmr^^>g8M}I zhQX3M=h501AelI2#k|>fN9?c16rQM?X7@q(N|mzEue^`f%b(s|tZSo9Weul!K$ZrA zJ!(S~(nmxx>TMBq3N~Y|4?DS6`Mh6m_0^ny<>P@ERZ*OV|K|5-y)NO}S>Q!?*_yLk z$YSQ0tyN86aMHe7(U{bqk`k{XU1avrg6|Lm8Aa1t^BN2K4GhIttXsX!gh}xxtLiSr zv0`Q4o9wmZNI-+p?wpJi7J5PYHZ7-+wAoc_8!fJtG64%iL)2Sw#jzY-{*^Y5;Hq1EoN^7{CEY~Q-a}robo8;&%eMxZk|#pcTJ0> zMnfi3(r{4{`rI6>l1GA;DrhxF;64ebgP1N`I9Uk{k8gEA}GpTD3xCB&`KchgGmPT?DUmK&jm6l)ZR4?xr^y3_a0u|eEGD7wX^J&a% zW+&{$WHta|0Wi)ccciFJc2|Ps2d3UN`$frI(y}_<$L{Nr=jcBW_o6<&z(z0-cj?f1~3BRnDuJN=Ls!;Y@J8h1LX(?CD?0LU;}=8q8|d)$g5rAc*=p?N zxoeU9uobPO=F>9l(P$Oy&zp2NKKzw{1glbN#j+O=@&cZ?GMaPyu5eY}D04_zlXMiL zeOs5ff|1qBR|Aa4_9cG2!EEB2;bGR1)$P(&5XP#oADPQi6NJcu2{n?C5lPN-lLHK7 z(XAV*i=FOHp@^VILeat-XGy?dxl=S`rMh(B>jdor9X1-eT>%493GB3be}KZhspELwq0j^CKf^(WIWS%EE%)lBA4Q!D{!bDZB*9nYxPG)B3wpdM<{ z;-2Z6E8g=p9c6RweKyLn71;Hdt)QArNU?d$_&|^veX(w;>;aScuYjVYNz1h?<^u3l zi~tsmo@aM5T6@>Y;fJZb5{Z+g<|)@)PCeyBK;^M+tB2SDHXWnC3&*M>ltSX;qPsVTxxPSAsx=v zJ_K}?M;%;ujZb=XP6l_9p>iQ1DrODMW2d1sX`Q7C;RyLU+z@hoc~duV6W^rQ&w_A$KX(1I6>3X@)W ziI}jplEeO*)lyl1hCt*EA+I0)6vN2@hCOL>clBLe#%qFOY$m)g#k@hJC?31Uyqd~mfs2$-Fi%n^rJS>^w2CE62@ z@^m)95X^PUZ4(cWT7&B=!i*OY`UTYpT}}yYajw5t@m=*C*lvW%e4ul1$NN-8pA(*< zGpVTsaEd1LRle@j|J0~%&UE8?^I5?D-~NiqH(z(E|3%BH)P81m|I00Cmea7q)-yn^ ztPDJ0*7$ESN=2pGf0KzBndE@vIMrYsH_GU=9|hf(6Qitx32=Ff36nZ&EBsyygFpkx zFV~@d-PJnv&}i%h7Xe8^i+{Tu=gP{v{zXkU&5WTFWPL8u@7Rdf;gk*BU55lbu@5{U zvfzZi)6bH>@+kjcAx-;D&*Bx@fYUJYLC+^|{Ipa=7-9ZTTEuEMAgr#pR7m1t3*-xu zO-2yIQ$B)ZcVx1G{923o=7PGaH5gM}@n;snLv+y$F1>|+q3-_+<>`f*97gpuKPQng zCB^IO4!S+HCSr=t87d+Cl1}o4#_YVxn$vJh8Wd11_yYfZ1e1$p^T&D6^Qaa8Wq_-} zWo1xmOB--AMxbTlWW|BcrizGl^t(*~;zRpC5H76+!IqlQow0lui~k_yg8w3RQ?yi; zsZmXCO+2{Jb{2ZKCSI%tGJ6yH5k+%1q2)9u<3XNsE%%IDaGba}sy|jN_i~1r%5W!z z#OAQYC7zv-{uQ2lYKG2gQ9!P-TRx!kF`C)9KkY-)N>t4AZxM@t@#hderoVNcvlOdUt!lt)!Y z>yTb@y_vWWf2xYFuU+drp>1C?<$?*_A%wV|ZI6SX$B3N^*t2cDnshteUJAybDBoLe z+d+B0GbVK3Tf>MZ`3LptwqhEuH&rnfu5^cbOYaG!x8;0@r}#fPIsY{`3e(1@0ZlfXUnVpM^+)*Er1Wh(jDCI?#xNXWT3g ziGeoAIV2OBka0?Yc}WezpejN!X#~@YXMpm#LE939NG6ma`Qm5DWT@}$QF+|&-Wo3( z`L%L_b6qFA8n2&yMx{GC(pPR8P~Yh2JIeHMQ%^B-Rg3%mMoT>fr!?}p057$)DSaYoscc*{En-~E z@c6)l24*w_G0t{)ym0~_Gt0Gbi&_G^KI;Q+k8XCC_g+kjS`f}I_w(nzLLF**m~2dU zZ>4A`JL(xV#jP;0I-&C@{fW~OrGkTTOQiUKMhDYsZWph#pGI-n-NBr1%dG_UI3 zcmR!PN$>jt({-4I!lDDGY2sRj)#fKO<5T|h4q^&$|KeY|a#Fn~X!+u5ec&uC|F(lRNa?XShL_AW-8 z#KYA(|CjTx=M5li-7i@%vjOPSGd-`6m{>f=g$gq$;JvB!?{|~M(%uAJiI@U#Z+&(V zwQIb7&MnBkb0#=R4U<2Ls+68AJj+x@j#Fj9*>=*oktwVQg1Aj~I^;bQO#i?KX6zM< z>=yvK5G3+Af?P0f;39|Ou8$-jh?Gje>#q!l6AGOHpSy!S6n25eIF0x@L1F7ASEWR< z77RdSo4mg`bY?f-_FkwDO*$GG+egO!vlnMixk#A~#h1@wU09`9yOTYe@9CG?q_b3O zOLsd>x&b-n*$KSs={bBE zd6%Z-&UW)vP`P9i_=lgBSpI3-`ulD4`U@x0z$@saTBHMXXar7Rqa}<@*D%7$M_^Et zK29WWpQW=+j;b#ivkiA&Ex0sSI49Af>%%*|>@osS1sS{`#3JB)M@D?>c+`Iv=P?&oFGFk0kryo;YaQKUmWFdAsW>!_AaDX1B*(gV3eGAwGS z^T%h?j)^`a!T}mM(Oq;Zk<(J(G&e6s%A7EC>9<)@QZH^Uu8&n%mcN3Ua^q03oY{cM zXmHW9DWlPV-CD^PchS9cP9Fmyq$f$`xJmtjPLK5-~N5_eN!$j=)a9HiF>z zpbDB0)IGvP=P^F*JR){u|B0bIU(LLEH;I-M-*uYt1+0-!=C#9xOe#&*A$C!TbFgBh z2>135b#Mx+;}@oy@RB8c^91j%5gxkh@stnIMKvphY=Y?p5l8)QVU)<>7<#r*-9BM} zcKxKbhMIcOKwGP;?8{cb#s;RuNid)O)SUG5r9vW2iyo2U&-s^p4b#)+=1om9KgN}p zX4KS&;AvUWMMt+iiflaaFoheHgoNTBaZFJICvEB~LGL$olW<9Fm;pzpw336Qay9d& zrwhmPG-epV1HLc`?+coPid~8xl*FCrfYpVRIeGQ5>8m^Py0FbUhEdk?hs?}(V2)KW zYoup7_id&0^@+x1G4}>;1X}8MeVUep_ULv2gK{wP(zE z{EH`lZ8QJkbO*>ZZ_=QWgrSF&=h8x3m82|x>aad2gwbPRo><<80h6u3_j}CfH@RMRIbn1(htnv= zDVz}1jYpWf^GzBxfH&K(yzv5Rs)1KBW7#o*Xo<%dnNDI=H->2v>xRg4NaZl!M*O#fw5M)H=INGOp8J8Be86i6sn zyywW56QaTr{f)qU27PTWfJgn8tMJ#J(A7ul-%lv^YHy3E0}XH&Y{k04Yj; zfTzw%2G9_|G^7GJ%W&Q#hl?Sh4C%eCXDs7~$qoW9r#9-<@|M}h`!|Q&2LLkjP%Y%; zNpeYf!<55#|Ni`Os@iOxQ`wSa8m>bTdn+?*-|H75m0}H+1V^1~itU|cf1if^Mp`sH z=%!>^D71X3uWzPMW{J=e>AWIKt&;JPFNseDu?;X+Tq+{E~55b!{}29-WC zBa~5Iqv}!ZQY8~();XS{-zu_Pjvf{(E0-#|;V|}FpBkvJmzh@WstYGn)7J`E7+;S3 zA^WCg8#L~8I?hSL-eIYAwKaH0OSf~RlwE!vT)q_Rf0lRAPkkFtei<*?Ck0ptfhd7@ zuViQ33nB114%!N8h~zJP*$v>N_81+mCTo+iBAoQap<<P2B~jNOM&H3 zm}qaMp1ybv-29{W6XBN|Pc^SZCPr#YFx_Yhez1D-NJH{xT2L@Y?H?+ujhmBVDq4-j zA9t5`Ac61KkgP6b{cp(~4At7>NzBOJu3cH$(Yt-ex133uXfU{oldq?>V^Z#B_a>g$!I9Ii@HaJ+(twD10ea+bOxR7&MmXBrM@Z$zxu3(om_ z3Qjr*)&H(Yet8|TzJ*AR3&*yIkQ-mhVgfoDxkCAIcZsO2@=lh$kfv{2q_lj8*IHP| zM*j+86;Ajj$?&4#0QZz{^yw4%ry~Hoi{o(70n4jr=ma2+D4VrmqKc{bwHRyhwAT!- z?DJ4jOhj(e&ud4XW?7IFd%mX6AZz|ejSgF%HrzsrTIZ0kcdVo-)E7OR0KNNRT=GGElEi|xFgj&EXke4p+8W@A>i_M6^!REbHaPf-oEB*t=?2-cyq0?D zv~0Dcl5`N8asCR)>5BwgP5NGZ&hGeekaW6X&x%b7?0s}xEz>Gj8{F<{P^e1UPYhVf z>4JLNg!{%Qv>+}vq?nG{riw5OHkQv8MEn~X9PjeTtm4w{Q7m919~B8S_2}l>iz(MT zMLpzRI=HVFzfat*Vdms}dfP4M8bR&EcLPQ&-gXG+roUIq@_o?LSk~;}120y~I*-xO z8KYkheQ8-XvCMz4&s6$hyZZ{6xKJNBAL66S*ypyX7AI6jr-p;22Um%oG1#ud*ej4j z*k~||bObI0p;2-KuZ>KoX<3f#S#uz0vb7`nQ>PPXhB#dVuMh@DTLaoo6n&3>=p0d7 zXv-#K<*1g#?^Zn@PRLc|MOe(Rt%|&txXZTm+D5e0v~me2nA+l;kygK6_4@p~CimzZ$5jV?hYb0A5lQ@~ zg$;}gC2ja*K|<0C$I}DIJbjeSVBo^7w-hDLN>aqvG9A--5YB)EPZ;9;iPN>Gn|DqR zS1~15erf(2tuYDgpmgFpABI&Oi4|*3y<34vy8X3*#nEGO7ai;Jz^vf5WmVPAECcBeJdBZb}KF;r1RVDOJk55#Q;S> zXQp8O^)k5YrOC(Kn2MF7i<5&c&-fLO(n_74FGkoqUDfaS0et~@^pDe4JWIcp0mtq; zPCGdV_V?>3HD-f$i@of=+T7PPVMdTqPE@6b>KGKl-g+*`&-^pLQ$F`HaAEs~_ z24Bx(y!08a5r$e4#d8}-wcD95#1n=wKO*CIH_2!?z*s{mkd2fL$)yp76+JQ}WH8BU z*uz-6RAB8@{Z{IFDJR~oOLv^u=fq8eJCIRez0O?g{1f_aRL-%giBD%5r-l+&@MmIX z{ng0VM7Hwci@}kFK>LzJDk=k=R|fVnP^4a@3-)XceX4Q7_=h4Pf*jrzgXc2PPe6dP z_)tqlT|nT|5_33}@mvXJAdp8B*l-Y*xUK7W$r?gzH-dn&BRgcF27UUFK~Uap{g20*aQl{x zUsrV*I>-(|a{o7i?^#gMe+RE4Ht~Vxg7LE4D^fpFhw{LdKgC|R!a#jtE8r-v!7czA`bzFfjpHAzsWu56sMym?C$kB(Gjjl%{ z0T`jL7HRsLX{lo`AH>>Ho|%+l7hMUwn<<*Uu44TJ`!i~KE(HXLF@^x0lR%3jn~$&c z=c15ZXcQQvW{&#fgONBcciSU3|5ehsJQa0&c2VADvO~)jK{>SULX4Lw9dw+^)8Wzl z!uP+D4e_}OF}W4<+4fij7Wl$2md_%PHRf}4@2nxjxpDH(#i^y#nYnPs?ZX?06ia=dRU4vtk6k6YBN%w^40)V$UrYu9o#BGxS%yaH!Qgh{2Q@G`3$r z_i7CA`qK2T$I+*(W-Eq4^13>cTXu`5#E7D&37N`0zd4^NE3Lz!QSywtuN-@?&H@mC zE2!Wsm)aBBo(Bg0e{?UaN<)mHxJhKjOj+E*py>_-PX|Kx&#Q`&Jqu-W3uO+B4ukEp z&)}HP;1moCF7Hwulj7giwqogQ;`!V76XbymKfb6*1!A>Vonx0b+urG#${*zGzR0k&*DsDoL*!!KqjbHI00x%MaL zU3~kKpVp5oOi4ou$}(@9i;rA7aSp+uas{39is-O`ju?Q}HBk?bY0F%^z^mzFGUXZK z&P&62&wHt$M2Kdp=~Mce=~*CCVc8pAHc9VmAmcB&V5WPec#-|Mgg@z9mcd{`kh&PC z^t2;_hilna@AGTBj@H|$j{9W9yY{Lr|d0WyOIDNVy* z_oVp2yt^oY7Q!M3{@J)Q7$8plYODK_ZU4n840ppyKz{q#h}mvo3Gwd9LjWt_GpYB` z=Nj|L1$dwNh?N+?n}_0{?v`6`;;f_cj?u7LGm(24QTWd~c*z&h`Bhj2ccFi*a`7={ zwWIM{8t+d!22w!rIn)6k`q5ugg@o|uFNq>b?0{Vm>u#W=-2>>8V^#Ts3q=>045viU z4$VgqY~m}zPs+cGJC5n_zfogE2d3cm%u!3L|2lfU4unWXx>>mVV(j|zA^MAzCQ-y^ z5&!t_s|UTS0tV!d8L)90x;sS;$X%iM@tolhyC|NP`0>Kr-AAv`ZVXK7Zg{frF=W3Q zmNvJlsB1^Sff@niMfJ^`V|qs5g^^Yf$SH{`7zRcDr7eb&l{uQh&10 z2{z`a%X`TxhI5uUcJ|F&qiS&3%vWNO-4im2@xm>QjsM7md#N{n`W`%B?w;(|KB)@x z1OMI5Gx$8(MdE1^=9UWW5gV}dF7SrG40m{KPte=-VWh$t=T*Wz3%HBBw*u}k%q`vH zN7#X!+_H>myxLkt`D;Tg2pase^MlFX4UnD!WlhP(*T(+&l7{-OFTUKmb$C~!7i)Ya zukhhprEP1-{@McEhW)&BNSg!cOH9M&{Hk0x9NYe+<7LHvEpfRz?E0F+m!N7;G(8@3 zg74BHO%LIhyldk~sNNplAjFG!%usn((A#SwwZ62UV+v zZ>^(ucf|5h_REE3*R%F6BnYQM01l*60FY$O?vO;R)}-LhW3&s))cB2umC-dm*Dt;4 zP1=xT?OB&9vUhC~Iy@_=8#67tscnWd`7tC&IX%|~HP#iH>_-erd@^u63bT!m=7@mD zpNzxVX)!!CsZ=jKS=Kmu-+Mb4U#Y9txM|Xt9mC`_=FkxJa?QonVXEKM38$ z1cSmvO>A#2Qf%$=Z1G?S0$JItk5S37OxvoF`3zc5pI@fH-q$!RxZ?`j(wZi4$7e|7 z`)*4EzI1(+lCQZ|i*N07ZT@ND*Rb+rdORBYgJqz3C8>Ae){au>EIHjQ>3nSigMKpjVa-$L+~Y;SU#|g$R)YP$ zDGts3#jvr`rQ`7e;!|GRUEaFA4!-nyz?dXwso6(g!X0HFii;jXL}r@e#<+0Y{+3MK z(}BX!;p*jt<*~;8e4n)Ay{sqOqyoQ!nom7Q3?qLkfcx7HdZ*T%#6Ku+c(~ud>qzq; z)VPqho8Z7eF7&8swh_0mnK6mW=+|U@OS$CEzunF&9O!V#Ud$WcCW*}aDL(PekDDcj z`aZ4LpI;J6GSKd2RN9hgJfMnWW$5sE8ojjVPN-h#Yz+eYjoC36wlJ=nx=bz<(L_0g z7GzUF>z+oBNJJiyee9ekFZ{6|+)<0Xv~!8N8av#PqWQoZ`28bOjYH#4`Q)l$e1*2! z@e`R)R)%;tj(VYr#oq<$jlS6Ly&M`7xE?}j8DNSZadMqP8B4;anVri=s5*?Q(H%^q zDr;}9#`@ROKQV1fwdNneKQ?$gldq6bUmo*g8?wND&!y8E97vlK_=tUN&Y*dE%+LDU z3t?;~ubt|j1CXH$EOe|@($n0YDuw~l)dJ-@5#?>#;S0p*bNL2c!?N5XS_cSzO+?1g z$VN{FaCZGhI)A!HdwoP_*Hr$V;Cy9BIst5>^Jn$RwX)ci{?t)MBY+k*= zc3`FC-`}(3z8+q3SnIbIxOZB22eP=Q3}JTxUp4<$nHTxe1n%H0+}>neS-4$Yn@Ycx z)1td9&jE+oD;B8WIUCI|(o&%L^-b2sMijs?XQCn!m=qN!Trp?fM$Eq+ajCk%ol=o2 zLnHaCq4=F1dqFDZ8ZG14efHts;8)9UE-)YDVHyyqVp^I$s3k6^s!^^YDOC)>aoeCRAnIT~?TSw@&W z%5TD=6f2P8_rvk(5<%>GHs;%8Av9!;H+1nu1c}7y8qsy$1nk2RgVDoVO3%b1G0gQh zd$+v6u4FxH?>N2If%Zz@muqVMq!OMjIchF#_17)@=x{qPlAaacX>!8_HXgQ z*T^J1n{w0?o!Lc?5IN#z+QnCO$=KL2xPY3hOIG1R+$)KX$)$zS_loFa6MJ*azkz!n z>KL>)d)K_ckDr%>T!*<#cz;^Ya%Ubhfq{cYd?es1 zAtM3?dK2TM!vF1_C|bOwO-Y+4oy19Uy`a(g-`|-G!bwXXj0QFy{nE3y#Oh@|Pi2^u zGUI_#UtTp?|6Myrrr6$qej-SK!vN+^8y+_1l^ebYE{_7@A>K8Mv4he~R!B!sRgjdhlF>OpvX}X#1~gN@q+p)_yi5amhVayNb4bhy83>ERo(5 zk%NfkI4xs(c@4q=a+ygx7O*mHH?()r+pmaOi=#*4EAYV`s;E+HN7$L^8vtYDh12n4 z%1Q^L?3bz6H8Olw-FU>mwQoo8(;M^s zWWIOYdBRB9kaw79g~Dl&AH4fIjF|Fo7^7KZ12Aq#{Ae-J{6nxSES8Tm4IT&ycRxs^ z{y_2BzFKFC2^Um}^g71tk|9oxLfe=j-aAft6q17$ifPEZavu;%glW0UI<)}=Z+enU zF~@6uQSfMXN+kP59=dv3?x-8u^6@d$#zZbpW4H@=O+~Ag1zoY8xu`3 zWic~6I=8Wuml4u|xx(Ja!;t;&rO4(oN9>#D34{XD#1D50=StFycXreD<>v|nLVCn6 z%w@;sNDk=5dkR`H$JUlq!vxG<7c+r)a=3eq)bi6 z0lIDdy{CI%OtI&L2m|qxVg|mOl?o7V%YcopYr%|Bst@xOeka$F7>pzYHGrw zOiJ$~@usV&{iY>diRc2zmaoB8lNt9!Wam}yWR@fLg`^Otn&k?A76;?F@PY0br-z)^ zcY{+3r-&;g`pWWktsG|S6P=w_+eY|qZ8>4@aeGLE zyqciu5UGk&>u6t(P+!_7odfVRQoc-)mb!76cq*7JRVgnZc_aB>N ziVfkfHV#Q;Js04XE+ez#!}ZE1-?;yP2QxMrVn@i*auqn@jpIO^-YraZ`j_2Tl|*1W zZLu(4JPVW@4X56=PmfXAuW;VFM6li1VT;`_Vqr;I6t}mZhS8oMqEKEY)?7H8Mp;T3 zw!a-`Ks6m#m|MsZKORduyX8~lSjK_)?T`pICAc`5=M1pAGb%3Ui+pvefuN2fh)_%I ziKp&z*^R13zT6I$UVh}LH`B=(H>un}J1yF0t#7&1NuSlqx%5g$@0T;C!c2w@s?`4r zsYG?^wj07rOCC~3gqtW3Nu!u-%`v7D%SXKJ@%fE<*CPjF6{CmK_|KD{2vDb4VxG^O zdB2*kSw6Y*`q9~u)oPk00!n@&Po4G_v;LczrsvY@{{2tQ@&ZM3#e%UBc9bFa zvDw4nz_Oys&c{Dl;nX9eA z6~_J=m9v?tDBRzZrKdEBizTsR0E1ItMMvkHDW@T<=K+qAoMCvoxF6}X3KAC!k9&Wh zxd?C@t8?g@TIr0@g@5K2FVlLNRq=dit~N(>zwT!p9a)U4&B`O5#`$vW2FDz=lE6uW zqfM9jhJw3bw8gg8EZ9@UR~6Ejic z`SDF$39&=1{6v~Nk6hfW2#Ap82ME*k>Tr`3>Qy5OAl}U(7Yg zD`>wEOVyiU@U}_0U-Mruo-?R%FylYLcxd0rsf7Ne=~X^h0^3B4X2{2?v%Ud>^Zo_v zRbYF>#8QdcU_;o*(A*Ls8&o#mhWiUWcOT;|1{6Y9Obqy?V*20vNd5jjGhiCi;b+ae z@LqM^7rrmi*iN-(UEu1PveQ47#~opBol*B8LvRGO;N9~}AP$Gpk(;k11KGHPuxh1r zq~UGI!V`{Wi? zDxx3I1XkUHi__xB0D2m%0E(|p$ns)|#A@^YWtuppsp z&O;)_7Ro4gPeP;8fB0jTyk0G{On`rEUJv_BaSF5X*bYkFKZ^PKja#U9Ntn`uM13nL z86LZ8^c{@I_*}Y3;rZfu;~+HC?JqVOOoYnH2^UWD>zj*GwFu_4vYc=nPaK`}0rT|1 zDkEc(O8lXgqAnkLp`-LWRLe9}aQV+xbdLP`Ly9vy3IGzm&bceSj_BA2OAr`IW96!u zO{JTYCial&$U6|v0Yj8GJ^J(~DteWJ=9P&g%#KNY_?!$a{#za@whQ|2==JDtzhA(V z?spQ+{tRVQ7)4vEl{{N8`o}bm^H2JAo_Y^Gz9*aX1+kvkHs6y? zoL*Q&OPlcBlTDrh)2R3OV}NWjcVQPT?R2zrb+d5n{^035*{E#B;8V+*)i<4-X7U7{ z2Eb1T7c+!DL`KRF$f9=ykg^Kq$*0+3$#aZj^7xdJNSB=!+RY}As6yu;r~B9W1jf!i z7A)i-K9_zAUSZ-}V_Te5PIIhDHF?VcU4s9~FZWUl3qrsdrS9@tS$RGoCPat^AQVC~khV$M7@hlTy;r=r9O=zh225=>x5*&_rpiE9NF53c&L8Tl3R?qf z){M$=!xr9^x5fbP_;J%8k#zr!L*Pq98~4c4J6g=`)#o{R))*Tfujmhb@!Ymzc=IY2 z3QN2V=1i@yK~cbcsd{)oO!`pVtRzK)H1QlE5+GKn7s={IvFO&hByNu2qDyP?@zlA{ zco$0-CSRgv)bEyr6j$X)S4-UciqaA!$9cF#&MDX!6O#W+0Pda$p3a4Kc-D}Tb-)wB zuOXKQ^%`z^1mdF{jTrzJn?lUuV2d}vbhTvf%6^5zBgJi!nfiROE&<*b6jX!~AC6k7 zYkcxCdjvAKCo! zg5;4dTd=FiRAja-kLbeY|4$MzxC)x%7w1(^vL!ruH$FqsWSgV`R<|h{9c48qYF2Nt z{H#L{Q-bb;u!Jx((H`R6z}@VP`6Ptj%CUPpfl42S^mh53fg zTe(Aj00&*E*hR;wXH8*C7)Li8mm>T#*plRb`bQpi`R@r7a!E~{dE3d&mGIvabvDh3N!XRs1=aLfz8|;yai6ros-K#=&})mK1;CXOD7h4i z2b`vCk}Nw_Ci19de2oNH9%92W4=N^Y8nH0!7(MWRKwZ(}8w{lY_DJilGIg-wsPl8yet07HgzU_xq zj=02+#XnTt>v5$XG4<)JrRZgucConPNX{ZB<%8byycNYz-TQl(35oz`z;qAf>zswJ zh~VzkQ^qN0S|&|8yJ$)0%u@VCOZ4v=3uzZ=x5#%qx%i;E5~lG)B{{`N$_4BSe83@N zTS+6oeo@ge0w3^>mj+;VLF4z85Pi9s$cRsK--+>fmIcUj=>+$Ne3EHbcssGo5t0t{ z^M?#3tew~pVYWR>8%!A8QVn1#eAKX@cj_~QCEmm0z$oQ-o53eL^@zy)WHvr4QvY}Y zKXl~H-0jpQWZwpGDIcLqjyHO08jtvbq)8KLe#*Zxe|Q2+oK_MH06Z$>Myu$e2319FDOyaVA19;`{o$zR!UbK(j zj=nq74HJ5FO-kj}jITaq-11Z_k*VyVm2PE7m9RcZ;;@zo{u7ajRC{NzS93*#d^>1H!|rO=#cu(;czGJ36PlxMWUe9XxwwgRk;CyoA4@c79%+VK zoKu}p`nP&wyDR7GUBLQN?PnjUWiaAlqeT}Kbo2e)nsy3H_{VJnh70Y1Qbk6Zw56n zmENDGlik)a=Z@7ueb6QB8B`;o^No1MMe$wLKvh@0kM$g~qKl zZeV-J^oYI;_C{;Sl6(EU2F-vdx<^`n|2*5)3GDzSG}J=ecGlxuia36l5U$lEZC5-iGQ zhss%^#I^31ca$05)#x}fmi{DSsYT`%Fld<_9@1-1HKMd964LUQ_7oU7l@BmgZHENL zvD*2Q3)=W=oCw`k-OWOJX+?x-6IrrdFatGQd^pnWF~yvxg`O6XG>c#!5*vPO=QL|t zI--FuggRXUeqk1o24aKhlugOQ5Ee*GYUQj#s3lv4O|n<_^`JAgP?a4$&c_fg(&-l# z&!_2mSp5(1vg=HVFykoaeB$1`s1)BQ%TkG*emr9wW+?u(`0#_vLTE0oJJ9dW_1vM- z32-IH;Q~h?^_g^-NZFtU4s!hLjIOSDlZyhqg7stg2T&%mbpTBx{8-!MqEF`baJATFnZ#&ZQ8342`4(JsBFlFKi4;9AF!e@rp`mP)MolgROs0ZGzV$G8!+F4 z^5MadsqN)QXwcn1At5Ia{V+%%B|zGFqj5aHO;M}#{H71gx;#Xh6_o>+wiDwIY_WN9 zB$jD6!C2vUBB|7-+G04-<4^AJD&4wusG1o6zWg{>IQ>;5V}`e%N*$G{#NlNh|ay+G3P zdsWKy0kCS_^efaY$J{V&6!;mSqJK09+es|NZh}3tDWx@r)d<9xCDc_}f0R$5PSzgq zoZwV;I{94j!C?K6JFBD|jTG+^$aar}nQe4`np^`{BE)79r;ebfpa-H%IefpqMh8k1 zv1tjGr6XvThiQ-gD5}2Htt14CD)?1Y)Ce z#e1}#>uDXVie#;V>NdALlGA+%Z(Eg5Y2K=2yx7MOL@~XqA4sI@-o_*L4;k=r{qbx+fC&YRywif6Qys)&C=L>GyMa_2Jy`&FMZTn8=^k~8d43b?=TbJYVJ%C&XRp@d z+p?aa*DhhQmDI79#FqAFi0oq!Z-T_V3#w&za3XQ%nAA40==2jsM?DWL^wQTkEJk)j zlCPGx4u%oxoNZ$lU9$$1!x1oijL7EyNDyvF9wv~w5IKR1u1mHuH1`UKA}gr+)VU|4ANrj>I@AvRgU#w`D#yjJ zN|*zXZ}$KTDT3MYn2qVphKDfbsEPmxO|(HJnen5IBFEbYWoysvnk~}uWkUh%K~6-| zYUjo9^{E48l7MB{E;zyoFycKR0zc^$faAvrym5?Tvi1n=?V9^Ci;RREa(AB(FKjqa zMlm2?3#3JL*$=AYN7K0=mGMPYwb#|)COy`}yA=4M8rs(C3!1aS_|v6B>cZ+S?-hD2 zPd9-F9XHmGwQbhbFTH?BnpR?RljjhWv_v#J(&AwZ&u2<_UJj62!xv_lW`r-QL$E$n zs5}G4&Su9sww*k;AqpK$4)rH~Wmr80K$N$Kv z9^)9}pY#+;``>|vgTPbCzfFFB`JbvU{h#XlpBkDiy+0bT=?`h;d(xuRG0Q9|;vTf< zyROc~Mf$P^p10qdY+%T7Vmq%x-rR&reFEvVKC{Rf3$S@;?edX}mP=oBmDtQZhK$Mi zFTITd--{$lC3*J3L3ecYk}oBB$5y+D{5kBBKX?E7y1 zAZ@NjxJAL|4+dvBy_i(-6M1ibwR_bVp*s*FU+qvJf94wL-Lk}kUf4BmIOyH>PD>~Q z+uh!qKzU2cxm)RElh@h5VQZywAG}i0+w5L1;QaB`ZB;1A8v7}ZRwCyq2E^vqUhik7 zhQnKh*>;IsbqL0X(9*$F-~>%-iXNl@U%U!$2y}ReFcWXLMl1-XyFYYpf^TM4HpDul zT^be4c*34cp`uC-05}REj-1-t2l6&fulmj#fX>f18J_$_Bk77R`SO5WUqikH+v=J= zb3d^Y^rQOJVo7+#pXKQmOFa|6=jpn~7c2rj?Mj~xBiQzEMg2JA_Xe3tujdQa$Yt02 zwk#pXn7+KH>}X-~pf_dd4gSYYFNx)V9|A=zFYzYM;mQ(5+_Cej%jiZ|`^9qezAbJP zsp-bxZ#1et-U)HIliwt0QB*03iShX|d(O^)b3K@Sr$oT*h>6;IJ_1(|Q)%?mOHx%NGZhe{L^ZyDw8 zA&`YMq#Y?ZHpm(_H26lK~b3lf%4M)-ZaDfbpo znvW1xFopEACW)tcJXJLG*cl`RxC%x;# zqdR4~4HvA$?Cy)w@%P9rAO7}cPA_XyJ>fXMgJ)m)2R8RDnMw71MttbJ^)W3rNfr)X zEieV@;|}~OcLdukKmzsg2e2y~vp(kdf>ud;J-@sR8%*~lT_x?KXb1}{599;t7>>1$reiQW3gGt5*5ih=NDVj*hlY6luZX*gpzvHI__$#)kJ&$9d$@e5@Wk z)_T6M^+~?sv^W9Hz~tc0XC8NvmAp^K>=ncN#I5R$ox;m#mm_B38rt(&Z`k+l`in$r z69Op@UOcm=b0~0)|5Bg6;yuB6y0X3ed>sCAJB3t+UBtk-@t2kAxbmd8^_gZO_rY#6 zM}T&0Ud6-VnxdV;T?t4)X@5$+D?Vu>+sl$tE|+;q4r|Mvm&Gb6zVF?2TZD1DVT5Hj zU)3I-@he*P?o#Vt&-R~9sN*Ws_DD2PaX4C?2Ki_iUSo~lq7b+(juEceA?s{f4|b`w z(&)t4`?RRhCX}=4_ydy_$VVUSg0&WyT=WLlsUCo}u1T17iO`7PldS0nNu(l9`0{g` zwv9#G#pUWYxKEge+*C)^VaffV6gKu&IuUkdEowzwY7O6;aChC#LI`F_#gLnYC${pV z`?A*cR{L#DIBtZ$@PSyr{Mnmi5U>gpXl#W~xGI0TorH;hzS~A=advlReqK9PFb+GD z5tg~Co}ki7gyVS)7iDz^qo_!wJo%LH6L}6$5*)tkW>J)2lZCl<`H)9D3cVA9f(M-< z93Et&NJID6{$?t*egvI#%v%TcgozBneNzkA%n#u}ZJV#vMNeTf-BwHxkIejqZJ zL7ML16~aMFeG#!iho^xXzblg*I2=oemT#)k?#RZ7K(Fvd*P5JDK1_<-8=Xe7`B1md3p&!3H=g3(Z!)4&H^KT@jo5x>4?@ z$XS2KO-YO9m7>5OhyZTml30EB%^2ZQtdNK3d84m-v@@C|-vCV>c_TCDC|?@%Tn#4-hD*a!A@JL{Fnggbl{=l-+26_;kP7pQy)*`vR&z5&&8&19lf8`Yjw6en%8? zz^7$!vR}9{O@C0OM6nB%_ls1R?7SvP?RjN`agVC_Q9E_tTF;2<&*zjoh6RurfIMRx z^+g{((ARr(R_@ml`Q7_yV;_!2Y$kJDdC;yV{o}Vm95nKBtXkQ?usqJa*CR^9-*CuM z*?6a#P1e>@(dFLJ{ep2jC6AGXxjfwGrZbqzWEI?8o#&#D(qeqa{J{XUh$W9KoDLp* z|JIlf7eRhmnkr%ln#PhpMqjO~NyD>7C08NX%_px=>%|`eg!k}ZJ}UA!n^7DsabPN} zJP`a_bDAY%2FfX^kws~_<@kb6Rpr%QIS%LRt{Bfq3xnb82gt0fAEbIdpb_E`Il&Ny0tnYyb z7C{Sok&X5-HFV#_pBW!m7H*4}W5!oA%&x$5vPOhm#hAd4aJ?aT*R)(#d^CNwq-XL^ z?$c4Edy`jWkS})-))`$k?{?YLAhuuQDoYAr((8)qt5|H5klPrMD5*d1ux5tjCSm~fWW5@URp_cgk}xkRv(+Z$)d3|hox z)56uLwl(!|8EoSw_TnjN-(DcFuEdb$8Dhj{5mBLM7ZYo8XxF5sF>$qI&35Xwrxm$l{D69 zyP7vY=KEBOLkHG^t2+_L0sB?)rjEu}7aIbP1c>_VNqdb|m5|FfI2YK{tmTn|*~{@| zOSB_yL|pC*$0@C$>{XbD?@vnUbed)S*P$x_3JWOHgt7DW9Q>!O?7z;oKo54mAENHR zPLHB5+}4!J^UD6!YgjF#G@3aa%akklGH$FQV=}ObmpaoM;+3euR6GKQfEnjN#9P>)X;?GtKiqjj!f0%Mq8XLWEd+O5%Fekx% znWLe*Pt2xCMr}VRDF#}})%;jU`R-8ocag5VK{hEF^Fl^uwUvELs5xi_KXnmBI`<(c zuzX4CzDIV-aUhX^Y)mK!A5{a&JSMAjYw5Z~`om=%Gf@r~Hf6 zCWXgWO5L=T-Eck)d~Jb^_(rHwcyk_W#&IZ15U4mhaUF+qk=x_xQ9t$+v<0_t5eTK} zoPa#ROytAO`qqjJsUu7k=)sl`D4ae9sbY(n>IhGf)>nad{-ER zDn~c(pY`6q5Vl{dMCu!0?Gb=3CU_1s-!7|k84;RApms=MD5C^G=S)uR5W~W_xv14g zwN;fiwM?Bv^|Epaq6V{j`sLQ~ZX9o>__lX48{Q%#L*lZ_rtQu;I(MY(e#eNO9`_R$ z|EkVx1X*Xrk+0FE}AdTAGvF4)6APmgDt)rcv4N@`EqdG($=9U_7n`&v6wKJ zyq6cl__}i{xfz~^rOJHXS5BYPp6x_co)h08W;y?Yj_)iG^I8ecX9*?^7)cH z--Yr~4b%mN`iM3N8BL#UWu2R_#>E_r%+|GSQ3LP55H)7TbT}1M`r(@_zA`^8%>THu zX@~c8$Y9NnPyU49CX-v~$9@ARLMtSg%3P$c))65f*&{a>OKc_0;t`gJAKKy@1UrJvDZ|h+*CXSg2VF}2$8J{G0m`BZp0AnzR^6Sp zzpWE%xG``J@LrG@QO=@R4C1P%-LCV_h^aGV9+AT2;(S%B;VA4%eQzaM_q0O-yN=u~N*lwL{#Aq7*Say2M#rpLf1-3z}^_TJL)2s~p zKizK@Dup`&#iMhj!9&cuHsxGGt_eUan}PrRe6Z6m+h|6OcN*ofRDT}2hP}TzfkY@9xhL>*DmSw2{%4IM92UYY!i(IaXTAM`wfwk)`ieB%w4(Ri zui^+%!>0K$IWSF`dkShxXdg&Yd>Kqc64fGhwa?B^w_%9m_fd{nm4O$m}39+ezSO{LkD@#1h+h9jJ#r85tk)lP7V%SDu4S0@uGSGrlDh!+F6 z%%m{q(Kwweq^S<);b9^1edG|pY{EMmU2FqHVh5w(-~M70+C=a;X<$y+ei=h3+*SXv ziu!AL+0*zL`{`Ye+{?uR*Fv@Azf$<@f0iYCA^;0zI`M^UZMjR=fB?ddxu%_ zmqF=O@%dj>6lf4zPIgimw}H%~Uq^L_zC_+}AflQGT~`;MsJnrQC+q<_Zz-13v!sMT4EY zPU;8gWXP?KX$7-5(uCn?l)KJoOa*M+lZuFDxx%o@CCuLp+B@d_L+2+o9ew&^ojqM*#&1l2wi*i4**Q^Ymd!{Pl4x3an1D_@?quPj(ZDcAN^Exe*_y4F}b&T&Tk4 zP*}aYd#&{bMM?(Y3WI~%*%J3PAAQR*8}JfM3U%Tzd1du;)TX)ay?_;uZ5>CAK=nh4 zvgjAf#Sc8JyzpTov$8y_-!Z&wCGeec#L#TllV<}MWgA|Hb<+fW}El7T+-WMHCB@@Dio3S1RPvsef6YQgHxxL&I1=| zO~9YLATE#Ox1CGP6hT2$kBRt!{s5G)!=FIon5X1tn@7zu!Wj?BoD|bmIP$J+wvnhaa~^0t zD4m1;?Fc~$!bw+-o%E2)jS3F$td@O4TE=4GHPm`eXD2688QqKh-X%Ksa6}#>{`YaW zY~G=~JVxB_-ELW7_a<9#%Fk}!Xx!QEPiBIBqi1Z~MHHCMpI&@ZcDh*k6PtQ`;^K?W zVXuYx@sdDbDb)#?lsV{nZsxq?PC?cX9JR2E83~+`ci;s=JmxruL46GPPD^S% z@L6?$yXtGpJ2%L1j3AYbJmz>cKZG-3ZI*y|!Eou5PW+=%on2c=Vk0>kfg%*;mR zvpShz50vRSq@RW`?9Y^(xN z_=G`nZd@}1<pRt=GO zNz#k3Z11Ou@sU1{>`tn$e{Mz&AdB^Wg7=RhJ!@53fOw+W+sSp@Eko!S?n21Ao(k`G zT&M4EE#Jgf3>;pKMo8WQk#+s_;hdRgN;ijBGnQ$)AG8KIqhdzaER76EhIA1$&xbIqPMQIdDH%TAz7Yl%omoE!i4rVb)o=TWptK?T`s~p1+`3=S_d5whgdLl zbE_pWXOM`*0v~^_3P9gI79e}PfLf1T!2VS@oAPV*B<44sdC8YySD&OOh2NCB{|b|9 zz#9!1!j;=|wS2Dy8)ARZXV&XzXaY9MYqRyC6-JIQ)|k9_QfaI4BYISk20ljy)Z^7J z=t#H8v(bz$9EzIfQ<$MDsd-Vjtsw~4=WCp8vdhtoBx*Hl)JPeOF0@mEZ6NN7goB9w z#aluA19W&-{Od~~i!|KQ1?luXDr_I%;R~T5?*Pxekb!pqGdH8ynRkj1X_pZgG6(Z3 z@C^jb5$AZFrIP?ad2#1gHY+C8Rh_JADEo1&cauUFP**%^(Y1 za+$qyizizz)3HkcFQ})hS&q6cb48IgqyQVs5XV-A7CDULqVckZ;?)x+Hk{CG>qcAH zp@)yQ$Pgg{Y0wW|5BCSr%2(Uya1co+Vv!Ex{AwH#cG3`F0LCuDZ!sEeIRg}0w;q*; z2_})rSdN}GTGDvrjzIvMdC%pf*RS)GI;nsvZ|?}$YJ~BYxp+NPGstWm7PJ0I$%YAH zH|)rIV8oNTwS%I_7#b~YV43sblK)mCWk;}3$Q{oEs->d`FX4>3mM=x5tOMgwZtXg- zfiLbmx`bc%pw#x;XVHxwLbwT)Kb3{K+X6>reAU2I;~hAuJIuBY0~B+v3;9U?vayN=>!GKt(W34TU zM5!xnB%Ym*9V)NwSgKV#5f_`8WcAke>mlwAwFT|u>+R0C*dQ;Qw`EO3L&YN9cJo)v zm!WLxb>j;2)h~d(^IcShArO0n5_pDC9*>Kc5T4zX1@_`A4snF3?vL(%$Me!4J2&1!W?!$F;;xvK@w!oR!b%`Hh^TCD|_t_3gMUZG1O_466lrMKBwWU zp?eJI*a(tkMTC_m7qeIxjL%QZXn&b~)etMoDu(G0Pde>FrP)B9@=KT)j{wH}aL~?+9?qb5M>V$KhkkzYZp}tcui*(Hor~e*eq<45l){TPnN{phB=KfGJh}U ziMmFC^Q{B==#==(28znZl4|YrONf7d-q6`qe8b18jkz?l==K3*v{18E zh%fhsR@$RT&f<9zkiPZ2p7WyLADAudj*Kem1Os-nj%@|u zq-Laz)K+S2r&XG66KrhFkWW5nBUO5e;+yN%h4|grESPTmK1jWpGk=&QJ2-=*u>V#V)h$k=lS|AZ0n${SSG)e*x?Y_!~2_#aVuOm(nh{Nl`#3mKs_4GNehVg&M`6Q-CT zM{8a_2AQ`~Fx==;8~_xEBhiDCF@aziMMBPp!o|s0_jξvBoe;mKIq30BOI9NWT{ z$rRd&1v@H@HsFdCTD7;%enS49B>)nZ>N68-$$TTs!IWS+}Rxh>(u}EB*ZK?)d&n@VCqz+MJ$Yw#b8Jf?to^ z>p#PTza~;goLUsheYq;@J~v+0z{LU-U~AvxaN4{%Ju<0_seL23+v{{%CAN-l#6T1- z^YrkI(Ulz#X>GJ&X7Br!UCpC9Pb91)WW+nuI+Ao&5)x11LJzRl-d5jN@+Q!+4`nsO zmr|V88gEH6h6E*T+jyS3?#MEz#gkCn&z9`E^CaahusZr3Don_#3*afK?0%y*1syf` zGK83Lya#cSx|n`f0wj=o*)A25DCYU#O+JUB6+qf*Pclc7^EH94Ckb*F)f z;vEEWZ}e{)eDEPuBb_?iU;)|yr{fs%g1VXTgim2CMpx^D$+>}qX(~;pyhz=>! zm7gvg47MlAm@C+5UheWhH{@$yBFN4sb@WK)S7V2@SCv^aMCRm`$fcm?*faCik`9WJ z^739K$WW@7cwyp48@GcXRmH;ps)BjuFZHiR{1tXqo%Z zu77zLU;7{q-nVsC{dw|*a0jzAYIFV#kWz$XmGZR^!{cozCB7H;S?q@wa=#ggi~0tW zj$_r`@CU}d34fIWFi*Y>9$|sGiNi63iB&L& z&Ja^?cG&G>s~5%^%WP3h%6S!+)>oa#Yjk|b`tZcI(Gle1e+*n$XL`6uKw3Q5MCfGJ(z)5{fJYV1{bg91WWCWt zRUwOVaHv;lW$<)V;!6RUt9~#ck(~9%cRw0fmegZ5Ejz+*{^9pZsH}{&GpD)adcS&% zuDQh8GbJ4eZ~bT>Cf4!jEpeSWB^>1in8=%AMxK;vk*m|nu(6{6rM*IQ!Ks+4qGanP zjrU2P2BTT|hLXoc#nI+;ubR1Jd%m6uBUZwwM;C^yJ@L|;ZvtMmho#rU90!uW{ivf3 z1ZB->=o3W0^;rT#KdH9DI+Dr;Ee5iw4en7VsQuNZiFIfvt|n?@t;nVdE12k6=Q%pr z=X95BOn`Sx?h~~nmG+;`K2=6fxZ|bAUpXYH*q~1E;-v@rhW1doUn0jdQK-*Qds4c@ ziv8u2GsxO69@)U6<3wmLkx$1y@JgamG__3msFue1s1Q$W5b6KzE^-`YE|wdgQF0Kw)X z;r0^6^nj_xl%5g#RYPin5gz}?ZZu|FFhcj4S(Ca^S-U3*yjp1CEduOYyMgMcQ78ycnr^oRNR+Ngd_L& z1z-zQaVm>{_Yyx()2z`xig6pBF%OO#vC|J9AUw-^DUK2jm+`;_|fBrI!F2cyM zf)n^Z%b5}vj-=GVwb&pVOSs_&mne)5@xH=%B7CQED(%Dj7vcP6nqAo8V@1E<0jmX> z3w3q+X^srwfg z@3dAnSsM>w6hZy0$||{X1bKHa!C#@xqXt&9ME?Y>p^D&7T z>HkeFEV3YuyMHdFWtc(VXyYFwN7%&ZpbAe=L-JhLf}m77^Pgn)cUo0ps5m3Y`tDq@ z+Dxi3oZ@}ZSc6n$&JL6vc-D?gxylz%Sulm!>@chHE09ds#Y+O?uTUd6s)3&d&F09z zAuV^^&Fi(8mV2ZyOZ|*roNsc zAae*Nv(o?W-7+k5e4k$|EdmD17^!iY3aE?m$t5#wMwwY3EaF?|gvgJBB5Jd@@l0^6 z&;-l%m%aJq{`Ltuguy|^+BAfPIT*;qWM&B(5chfOKLh)6qj&7GQU~}t#Fo*Ff82<7 za}Qqu>`#w;p@S##C6H+S%TDx$0iJKxCWAVQx0se@Vv<&)?asG2ut3NS$ z->*m^@^v*yIE-WANyv_F!`EL}#ShQI*55OY!;{40hB+l)T2>yA$uE_+%-SN}3|UM+ z*sh=1lIfNtk&Sv=^dGDfOtv7hv7p$8=Bcy{UpjD&5eUA){~%uX*(*B+@onPD0CBu` z`ShI++a})IuhDyT(YSub9A`U8PWj)#^()+39{kGMD4p~2y;Y9pe}dCe3Z`zpa>J)7jw*6vL& zw*I-pR>XDT`cJK3CojRC$3=lVLbZSkxf_xX_Mef~uv~&3u)o!xk9Tv71Rv~<3EC$G zOTR}-C*G#Kt&a5AkYQMbn?jv({o7Bl7nss7I77^|^RxH^$H+?t#PW{6K{WoPq1QW|(y*pulBFq4&l8?ssQZ5ejCHpMA9lXK(E^JOLdp8^A0&)NEGzt!|iY4=z zvg3+XPhH4^67suBq>G&Z*ENmC$gdRvYZ{OTDP;Lq<)aA?UtB0o)~K!IfsJ_AwNdF- z6urW;ot@2~*fhsrOy$QlXFtmA%QSA6PKOFMWeP8`!+t8l4`*<`sb@%cl4E;st;sJJ ziioZ5k+u?J7XyPGls!YgVuP(3qz=a_h+FQWDIF*BrSihx@XO>Z`c-BQ}eANV`$rh{%{-j+>|>dnuTtDIdvtz zhPUNbH+^yl{)0qaz3>xrZi!Nn%6O`H1wXmj>l7V1Ka>4HD@2g_CWPR{OLkYI=M zuV&pNm%W0T`Vt)-Y=MAY#5jX*nUqnh^AD}w(|e*g_!=$dBKcduU$*d$@UltwUNC9| z3A2weOJi`fKNv!9miolH_bdiX!>O!Z9I&~-FW$0Cacs}khKddJ5P!}%jc+%04L!xWhGeZvA(gmOth=AQ0MpK>Ia zIRT3TDN=xyJE~}|f@1ym3U~boWyCmi{dPv3TzLZlz2w`ljKB5QH|fFQSX{bt#|**5 z^uIl|l7EVSdTR5r>^b{gyzCWxs>&f~x$-LQ*T*KZ$&uIwJ^V>|oG>^8KT@3GdF7G2 zj<;d&chnjLk6kdS$QL&qx=?7Ei#sTOVC|nc;*ifMtgGG?c_ev$wy{FrML&Mmv23yW zdC3YLgLYxUy(PThWpQJKdP4KkqR{wkb8$ClotyxiCReTUCMb9agbGqwr_plhXCDo>uD)@F6q zY{`7h__IP5X4{c|ze4pw)mVn zUp^aI3)Uoo1hpRvv{LZ6mZ#I6N?k9d*5cEq8m11=w>E+(k4LxdkqeCk__WzWP1>>PVG)Dhh;nVR1J@?x&Y~nm}t^XN4zaWi@Z-c+To~;{}n# z1=pw9=Dt>}|ZvKS}s%m**y3PNY>>>pf@CpyWWp z9seE8kB2uO-@IRM(XvUck^w$K_@p-8uvnL@;}Q5BiLZ~9mtG!SK8r{@?#^rfr}R81 zl|EiR@sFOg2v(!6xUo1OcBo_In)qMxc6ul)AR;YcvQy7#;_lcgZ1)MKWf|FW0d@1$ zC0!rwzx3K_A0{Xffn2%#kyz=W6ZvfP-9;H!>2Y78!8Kp+96T16xE0?fb{jW5gG3cW zX+XsRs2b{5AOMyep>mf4=LBkso}`nb{kKQq-hmY~7XeMR&b?2Lq1U7Iq<~=hJ&k_g zrZNQlFJv{GXZ=-KClPXue6f^xxA2{!|31{qzT)2fpG?k#%KNK}5#Kf|2LIOI?Wz}L z8;>~wAe29^%e>~DrX^p5I@E@${n0KPFWJMsUi-@&J}d8*rSurrE3~8WM|&m>kl%j) zXObvzJL7UNnXV5f;GKD?I#FPis<3}4`KJY@9gQ@l^120Yfz<-CPaA?(^w(*^PVXO@ z!mddozm^2-g??{BWGXEEaaCR?>LsyS5cn7`(|z=SzT(QAFnfa3k!mu@8pY586ZpfG zHF_8f?+@H0#S~)+Weh+6*+C$CCI@z&8C;79>~7AOM)-fT4;Vmj{O&j?+!_h zgZ)FLVD{h6dg-#RUMunISKJ&k=;IG6d-Gc?yHjXcmrt+n+<(97nDP$X7FuU6fLOD9 z%q|9`VBpA9Gf+7x1dBh3(Fd@+t;vQQZ5URp1dSXnt(^GZnx0q6F3l2>z4h%r$2L7j z_n@3*jZ`~Fe|Yly+pRS%LHG%g!LGl?ZtlYUr}5t>`FhM_*15xnr?8DD$bdH(D`XZ0 z$)8>!>>{`>Escxa1wzA9Q5Q$TvJ*Z2dko{4WoKj@Ob8v(+Q^SEP5JPt&zZ@NG)u1Y zZ;M&Vnt^+$NGaL;hPza^P+5F9_SyURVzjwgaS%jpt8m&nW@|~@+pPMBfqTLqb0Qtz zxuk1?5nAw7LzM1)PX4D>PJq(7I*wDxJA!P6-yg)2T@%fD49}Tt#u_#&2L_&)q&VpZ zP;lh^ULaZf>h3RV11D*3ntG~*|6a$o`HnMriIh+Ob5Z{xg_&EAIF>NfE~^>hFSq$> zT8Xn6GI!S6av5<@axQzqcpC7QMXdX}WCs<)Co5;6z$110sAMmrv|iN!^)q8{%F~dob|~ zTRZY(;i_i*N7*y%;S10>4nI$$523wJ zGx^Q2g15Thg%{IbB)Osw{Uf@LC1=K%$Qw}4+`=$bb3rVlfT0MMSV~>N^PC~Uz~tIg zh#@FtiP)!z-lhp=@~=#uC)~83EyIy+m;KW2|8k1nA)7K)#cJyDN(%E^ADbb(g1yTS zpYzT#u^5^m6wVM3+#|8s} zw4X@vM`3UeJq+mRcN@cgD&BHM8c>V~MtBPSYvY$JpzpWy`;#5?hf%<_i2lv?)hD}c z--pZUjea|Hi6uMg*xK?(`wfmWG6j5C`1#XfGvTeN7+0?lNuC@eaDf$Y*-$PL!vswWMkd36F$WfH~k=*s0>#0`G7_%81W9qom0?gOjW6(v}$M!$2?|~;8 zRzo#bPxjumWdr}B!Pbs(sCgh0=G*VRQ%C{zo_KQs3(Z$&_Vp;T#V#My>@D3=>~FIopo}+dqY(SCV%xbqz|9=^{_~Ux#8=+9M6_^l$rViRua+zmX8B z-d5TIRTs?H1w4JY$0F{lj+GT|eGm=G*{;acw2|&e8xG{jJW@00YC@64^9cub$Cith zz-U&NAd2_^9+Km07R1`hVik9}C~$hbIW^KBMHxS?`$^F43<50jaupLB1M0~a8Tf20FCs%xnRSmTbq*L0Bg-Z`T{mi5ca;e86!~sOj4R9k$IHfC)2velz+WgXKW4V?q6eyq3wJsWT zU#_f&CPk)gP=cu)Am)*9o#_?dUNbxJ--^f;V-v2}*@2Ijz&{=3^*-YYHGK}G)epzM z7m{5Tg3TTD5-`l_M`*{()A)lwH98YZW2On6s%y9#yY#z6W!xA(^_!InphPI=c$71& zE;Rnf>lq&^K0>KESVz9yl5|N2fLMDMn+Kqf7F@~@)71;Hb=MNJa~ zJ5=xWYyvg+`{fq(t2~z^m#C1YISKHmE9c*mYDxSPwI89k@v$FtO4T}9NaLN1403>3 zuv%yLZWjZGs@!GZGE{XQ9)L>UEw@Ys)>OwpO=Uj;E*!7ZHfma(nMX#x4P?Lhkz31m z^`Kjbnp7RDqnmT5c_B?oJpA(4=(--Su@m#qOFeyp?T!hw5qDiiE)a44~qFAO|!q+6*}LxMz*WKkv~f?)Nw9pMPU zR}(x4awtCs7eMwTFNvI8%7$k^tRye*Ok8q@7eJ~cFWXIAl85I&7$h&fO=h!t_z?D} zQS3ORb?#?DCGkNWJ~IhF_)J9k*^v0I%|tA|dtEFwgBRvQ^P-G*hArnUKx`IxK-6Wm z3p^CN)Dv==`2g2XKSF6Sl#T-%>XNF@;))__c#Dw3c>>p8HbQAPB%f64vh%r}D~e=R zGiEZQm12N?RDCyUGGoctJJhVnlEGuBOaayjOkHlk6S0`4`E2}yatXE+P1dl-1&ICp zlYvBJ-_a$h&oAO(paWrLnboq&@b1J?P&BI9hK|c;zRjo+)${pVW;uA*ky;( zso)B1DT>THt&jjQhm53w<}+DI8Ck|8Bpx7Bc~Aj5QvaZmz<<$Pq8;i$^Kt`@$Xthb zJX!hkaMJ5*TbQ7OhrOs;%)1#|kiCcf5TqHZVL58s1kj^OuKiYqeL7%@r?#e`G1*!v zMH09M8Zm5O&R~QjOtDVJxMTdQqYR}-$!O6GCGYd7C!Y#vqyb<%xf0g66O4QY(40!p z2*h$3piLc7Nm`C_IiQHzVQ>88^C11Fig7Zr2-aH>ZSCpTO z$^M1=?ahg701d)=gO0$uDnyl!FM#!dy@62$-zplATe~xW&c2D37y|WuzB>lUMI$`AlF~JJZjMGLfx|x*)v8GZObR* zj<~6e+2g6^dzRRg^#lVx*kWXPR2imLIbVI719O-AQ+{bsS*I-}SA6@GV?0Cfot-Ud zmPe0KDhHm8k1aj`b47WO8D0MeQ#o7)kAZ2YE2||&;pne3$|&c1W>v@W1le3-{~R8m zayRJ2>b;Rrd2khC(%8%$s^PLC6~WqF9+BrD%?d~e^{>oI{REf1_)XVJROR)9?;D}` ziv-#HAGdU38YWH~!@=C|BuCbW6(VxDL@;$7$hh}Sw$%}d1_JO9l~;m6ybz3sfG@Ec zaM+KUGV2E=w+v2q=UB9Kr;->eB5F%YImqjX9?%$4TZYp>%*@adf8JL_ z9&`J5t}m4yqA+Y39LPBc6Ppvts0P_(<~X72RHo!L@QoC=O(osLNee{XL(_9T@8@Zs z2ew78-jc%nlw!rG8zde`xveEUmOdfb&t~FPC$mX70q(IPAnKZ$k3FtGh0Qb zqW*aLMME z$v=clWs{(EN-Bq2T*}_ET`8qnb+;D*r^ zsL|=DAxCxj&a-)GjhgFJkyarj087hUz0*w9x+q>_-MD#qNhtNlHGj{^$Juw58)8Rl z4m&x9gbw^3`_!JlQd9}X6?IasWV>0?hNI*Q)bVohidIfJw7b#B}Eo>xBWKAbp*FaBJTj3Aa+#}aa zk8v9B%nPS2@0YXopetLmKy?MeDK^~sC;k};V>#Jyaey#s9cqIB7fzQl5>diQskXi@c;aTrtTat$E~pLu<}wJvNBYBk?wEUBlJ~1?WCjP`!|kS%?7i60 zrf+Bw4w5R^Q)J3#uJ(!;p18P&a|R_BpQ{ZGZi32GA$dy1R>3t#0XJUD)Lb&Z=fUM$ zO2jV#iD7DtOuk6PWHw`<$+0lAQ^Yl0q#eWw@CxtjDp;3|F;eRp4c6F%Ci09?z>IG} zIvVlx33;r}Js-?CEDKhKec5g&O01-IIr)-BYl8-Gx8C3j)Fhn0jeYBmnZkN5CmdaoI^GrqB)u{Na^>8Nzos`@94=)I=e z&ZzSoCKeI@gbatEth1!JoIy|7>RW1%N>iWI$PrK0>RW6eJF_&nlraKXr8`tYP&*A( zu^c_cy`l{%``lgHu;YR1gDa&oxc04i$Dm9woBKSAWmHu;OaRIy@x$Ghq0xKnYM6>_HEGs3(|6z)i66^o)>U@dAzjzztrxK4? zXq>fa~s?ML+QjmeWnr-&5`;Do9q$1CD0_#zPjO36m)_5eTp4bPaf+u-J$ z6;1X~QTnXT(B`ukFln=Z%CUJS&$E`$r8pmx;*uzi`n%VS0^P8PRAwvf^0L z<;d7zFI)v-c|z|-fXeEH`(9W+N_2UCSW+}PuLFl#nP#DG3Qqy_%{KtF=2JmxwtRNh>RQ6Ybw8qSxm??blqPjadhL2 z48=nc&G0N%3!FLoMJzLlv}p3Xmg4#Nr&*&(6Fw6YEGZs8>#|K&NgC}zhei&%#*Q$j zr9?6&D`q=hVGU(PMS;kRpCUgNYU1X#{qjI-8m!}ZVY&4rEhDFB<<{aI2*SB*S}Bx1{g zaUjSWkB$Gizfo}@$To$PUjXCC0%ag*oR|!V0vg2mC6jsoU!nOupv8=hj?G&@hTC%3 zASA$+F}<(%GC~@ox$9RHphS`w75v$gA4jH@3&BD%pVWA0#vX%=i&6uU$oWV5b#Lel z2ySjy5p$sFt~#*ytBa!8jQlE9V@dVy2-USDi$mmCayuaDOYT)(10W*+*;Jl_47kf< zgBRc(TF9W;Ux8D)mi*ulSwUX_N%-5dXU3vgZf?xg^41d*kYetZ%p0*9UT|E$u1C03 z)AH&Tyjl^HOE;od@woEOQ|b*HNd^?PGFurQL8VeCByeR8xjeXTHlU6i7DcW3+Jj10 ztBy6v7~%}EQC%T!-~=jMR^3$7XgXtq@%d_fA(gHr2HxPDW_bThl`fY~F-pr6k3tSW zjrlB6jPkcFG<*2tL<29xX!0F0ep5>N><3bz1k9JithH|;r7pYf!!UXr1=4m|syp}c z0Z(v!d=|YSLbijWPEw#2+zJPqGw@$G9&5M7(p6Od?0&zTl5JumY%Ix9V{WO$`mPux zG}8OkmbGze2-BFAKtygMjhlqaVAcz5c#NfR+$&Emyd+&ve4HdM@6*$ z$Veala(JRAotENC6!skjiK?*Jxq$Yr@L+2aTS_@SbE^X5hIDV6yN^=lT1YnLRtK#kp1v`tZ(_nBN$9 z<|C#C*g$)Q~h zy%(kay~=86Q^+xgv0RtHcU_p|+Z!h7*2iS}{+u}M3=rEb0!iC|vH@arm@EpDlpuSE z5}`!skIupQCzT9j&Xd^>BR zTel*<(2lARuU)j6c}kW4ihn$LZ_t3OP8*FlXJ6D%T>UDh8BXc*%+hQcnw<8_cs6f= z@2LzMqbJ==-G|kpP!k`o_P_h@t2oS(J4gW8*Yp^HIig-<(%1~ow`#sWUH=fjthwl~ z^va^5%B*caG}VxaqU1wZZ6d&ok)mlyrsff^ei}IFqoAdaBHcdN{84cfX+uk(t1#&? zD0z#_>unwLbqO+|>K-bY@n)ZZ%bpN^ohn(qWDMfa4n8E1k{iY4Saj$BACf;qr$vWM zgKg73g^G88+_l%-#r)d1;aZz++U&`L? zphm=X-V@x&y^&x?UELt|G@AKGb|o1GGUPOx!J$58;iGa*p*g+8KLHR>L>XoID(%#C zX$1)Y51I&Eev>J7&`N1eK+b@sYJpAVI8uxC*)&YK#+SERyEAABqk5QfRWCE7c4xqs zZO|e`-c9-l(v`jYw(MYjEswRKM46pY9wQXsDGON&E1q1V9mJ@zITS%kERyg3CCL!{ zGbfi?sH4VlZ6K&%7yrwwe}0Z==?k2w?O8T1)tevGa9W}rbP@gJGP0VuAzSHSq)r4- z{|v|;aE5wK6;es%%mFkhWotI9-_HBdWY%g@&Vmu7tmNMC(A&xz#U|?jra#h@?O`9Z zTy4J}|C(Xb-WW`)Uv_5TC)w{HuAdGa*zqDmPPSj*ujgHEOQ499bCGoHcz6d0aUFOe zTi~LUly|!Ai&g~nAOb$D+zZ6SQG59)+A~)s9lWP)#)x?(g-1$ewks~3Xu?WT^ErKU z`mUW%MI{mBa}X6H#0UEVQQ2Tw(QXy{c)DBXV#&JO)Y{K&J3p77T!SP@vYCw6Zx`Z_ zIdq*UXFRNw-@ILOSz2q7Y-RGHTCq?`@Xb-~P}9Qk`XF#}n!c92fTw5HItFA*byFoR<0F%NEr*)W6CeMw&V8~NDMm){$?>`0!s_L|eq!c`oeiIwJbNqtveFm+ zd%#fb4;*vePa%{%mkj(|x`6*i_+`}^QscN!F^=Lnnh zwjYFpT@XczMOwWTCAw#X1BJ1uV2k#xZKZ z&j(oSPa#1CWrsys*vJ+EJ6=2j%=9c9IE zG0t$&sozauyQ}NhGE9dktw{*3IF&94QAV}*Z zT6UHP?~p|{)FQ39U1j&E#aYv(duF>YlOvwz?t zt0`hN5gSA{!^#+K7RP3dQA(iB2HKcObdMurO5fM0K`X|-sh-5giK&C(YIOIu<4$q8 z?(^($RF_uw1@zHE?%UsHh-nm-D3O?$nzz4!vKl)XLQ=2G1Z`p(KR>u610GF?HS`7m zOPCq$J3^XG6;m(0km4MDFlf=rO#@y@$Y&%6c-{0I)ME&q@oLPkwBwX(Vj(Ui_4(i! zY7uCu83-SOQCLzuW8#L)wT34(?xRJ^D`&75kV|WKq~~eJ_eB|y|7J8I(bKW|@{`_1 zm47F>Fi%Acvo>IfcF$Q&BbqT%N1F0gI7^D1Eo;{5BfHHS9_k9;!u;kjvd><5 ziyGaE{hUz`=NBC19S1;W!`tXiGGCL}N$0Ss-2(7tA!d_deh%lSnLm9lXZwV&q0M=^ z;=yf7y~F|9^q|~Fl#LA8&C<&0_6h-KssoM}q(CTrVj?s9;>Ygcl zz((3-zyVgug)+D3@ZvBmoY2R&g>ttP7=4&JL%@A`7#u{B9!2GVk;2tCY!M4AeETMw zmgWOwG1f;k<6aU~MN?*DQWGI0>Yfv$aH~qd<6yv*SYhJ~eU{?XgPxSd8nrvrs_rXa zt-B|&wyLG~TSb2+gk|_OqM~7!{YDTjRGyN}=~yj#SK^pr16G8xns2DY-3|5UFM_?UGa5 zvgh!ID&cij%g|0*r@UjBV};dWrSWE{W&87>tuWO>>y?@~_x6 zTKc5)fyWG2bdQ)pCAUj(l7M zwc$sbg8dO?g;rP=Z+@N9NM??40DyX3@>{tJ)~5eQ)K|wv^+n$zEeu^lceiviG$IXx z0@6}L4_(qFAT8Z3jUb?O2uKW_(l8((-SMv9-}}Ay7whi3@A(|=z@2;cS$nOg-ms^Z zE&{EIkG#%}71&JbEY zjS-a3&p%Db=D0d@*w<#o&eES9eEvt&NPCm}3HO=NfS`LdM$>??_Mr?C9-aeF6p zOm%;cwp1_m)%|O(%)m$3MKYfP%zi%6>}Y^qOZP{a*BNeu%j9|S_Rr}wAG@zNNM3k5 zPR2A%(^xh^11qbgCtU--YPry5FfOeh4IJ96!tp5}U7}&==56?O1b?xSnfMNdzeB)B ziBvEqdPg(eod*@^B6d)3DPNaYuwzCGU&@0TSI7s~&lG@Q%c~G1FIgy%k4e-sry1?^ zs|UV$wZ0qV$jt8#f`E_PB`G3Kfo@tP+MR&=8<7Z@%&$T`B8}do{Ydhi$QzPKCD#wU zXVORy61eLF1=`MRmt7_ExowAhW<}$raOl-@#Hx86Eeo$Mmn-UR?CGy|`ZPTGdUj%O zo-)#yo&BM%+A|nTZFM*QN?EA=frk*$T|}T_v^g9I&Fu*+QzwdQ9!OmY%(Ipf)6%4= zha>D(J~8mK5xVTQkIO&B_nijCF@U=Cl`Ti413)R=6{aFWpg?rI;Wh6~2?`VGFVFlX ztWJ*NI588Now-JX63E^e%Xl|gTVDDduXRWmkNNgpde8{n$2y-bm3)MBxqowx_3dO| z#6`Y(Sbsn5K20Y%g}cgcIDM3cfoD1Bir}4XyE>`ou*Nx(=_9HB;UPpZ5 z(n~-zB_P&p^WiA0#j8d92ec(%bZU5Y4;v+5c)Af+)T4qo&||RPijaU{Oa#&Xm|Y#i zA?s#Ay^hX**iAUx#0hhw=L(TUFP@;AKXmGkCtG%1(LWoXYH^L~D^^)63*N~yVuD8N zAGCGrFa5w1A{?*038Ma$!*wVnap~mc_H=)>gt!pPGONFf)YC{Ov1x;YBa0vk^)t4T zy1AH^0w9anq8?jefPepqzc8AQCXUSfYiL7p822h}KjfzA@l%8r1wR+k zi5qALO0fX5HBVr}BKaM`OuXX4O;=!!kLJCY5y4h89I?{pS_~h@_&zCGR`5+mbcD+ zOCngq!)&lVwEMXy5mu@~dX8Bv5tqJz4l_KG)F7-o!*R+O>0fvuMu5`ST%02GaqGT? z@4#Nk^&*jny(0ea{N?lQ`*{1O1sUZqjxcTnf#(hj_w#M&#PLM<= z>8=568}q=E0Prv6gcgzzOF`RbhqO6f(LIk-9i*Q z^=LU_H6*%OSPca^FA5qEO||hu6^@g~)TxSPIg3fUl#8%itvA!2^1BGoUy2(k~v+uM@5KRJ5mxz9iU1=-QuOo@w6*%oV zcUoT&b_a-y{Lk!p&xr2N=#}b=yGA7*FgH!L8_ZPO<@ffWu9DEv^VKClOq=Q?i8H8$kwZo zsu-EG7@|vg7V)dFnas2Pim+wFvx&eY!FHZR^r&XPk5X->5YI-J`&VL1Ghr7#Ye5lX~VV zgQk)@P-@)xa?=4+E{~|K*1GP34!Ev8j%aD(PopEZsR4V8W9$_fE$Q0Kv!5j(NsSK8FBzI4SM$p0Ww^Rv?!<{1p6h z|3A#`KDk3Wys!MO&C?jasV#i+HZi@%kqq_Fso;CyOSF1GbH;1!!ksK@)7^CNj@tX- z6-l29N363LsPSyD_jCi@^ln`6~CqT@U}CT+J0%ARl!cYqjof`k&@P50bEv z&wss4`tc%)PV%)8_il6gO~7u0|4rbW{=JzH#ZClcmnll)%!k z?K`!l+e$F0f}(MQWy@(w2Oo| z#cE-!!d@F%`KSj>@KS-yXYwnSmir#Uwj!G6bj#DHA&M3Llh9;KwM8P2LR?w7Ob(XF zx-#p(ze7cxRSVRC_b#_}Id>8Br&Rxv*z?5Ml<^kL7*C6r5;YH#i!3?qfD2ki0KbQ5 z=?TpLg^e~03c1TXnk*+wua5u-ljx|hc7uIcRE(0msav6Bftt~6m_>7Jh;K6n{Z%q? zrh|rjxW|_d!Dk8UiVv!M`)8fd-tzDIUW>*EL|!nsoJugj|e zh+lK_M@yMI)!D0S^6aVaWYvpUjvSM`#+axZ5)?Rpbp5y%uS()RQ4V4Nt3|^1_PU7! zm+@#qf(h}d4=Sm=CQ_-zWe7&~|BIq{bf;5m@IuAClvz7oX&bb$fb5s3bAECtn(T@5 zmD_m17%GW9N*p@#H5T9!C!yt>CV$bs4#oeDrcp3yHI^bNE^`UDPbudtt11gQC+5+L zBlOsY{mp?$M*q<*0&aoPU4@V*%s7{V8Mt|Knm83jn@7`Zz}+qlv`3-Nd0m$FpKam4 z%5cTM6lKkv^rESaX+j^j+o?@g$r+YG*H0L>KMeTq7V0!nf#Sjgl`=|wZZPJ&UYKt5 zkTJpLBW_^scjq7B0GoBP55e)V&V21fpZZP=xS$6i{ZXCo*!!`L8zJely;$3+r$YqW zCg*Tyvj^5@6K?AT4W(5qb+q1szqz>@O8@X>h;AMO3K!Az4LdF~s2ZgAJ+iOpD@WEV zpKl%Vf)t1f+x%@y@;UhkuVmBBUY*c923yDyV7?XR{@uGPfUlw#8-=AiPkeJq#=Gvk zm((EER%;Oh^Jz{9nG|cwwMdKV8QXQ#l`a#x5fdcl9Q_sCv-5|upG#bS0Cpif)^^|X zfgM))ac|#|3U(77+<}|QZ}KA!yQPzFqNU))`_CVvtpnaxQrZ4#{pA=aS_Q_3Dtxd* zp_URs#ak6V9$|`B%i&Pl8n)(KZdO^>sU0S4b@QM_dv3h{`VE6Yjm<6TSYM9-BpAGy zVR)Hgm?BeQ`CgqH_w2e8eOq%s7XC z9QTF#{tQG34Omo2l@asafT(Vb{)Hc3b^ZBEFw~Hd$0jX6f*TlHlxY2}fs{4_%ccWO z+{+2GITlHgINmR|h`^fbu4>JCC`ClGVh}#Vdp)Kv>cSIW%F;`Nx8Q9mQ1Z9vbjy%M zYRk%3cH~tya}Q!LqI<9qVOVap(1H^hMBFe+mCDurRCLTHCpc#1!0~af2P}z#UoEiE zhGi)kaxw*@k}qg2$#cfRlBFLQ!N=7Z+lHX znzc~mM9cGTicN_isxTH1*aVcwA8AaAe|bQOyV>~SJQ82bHEU~WXfE?50@1Hf;y7)n z0=>>oCQr;*1##8gLRnOgMoEq?`|ImQUIN9|J(LlzSZUqrup1cQthB>2Sv)Qelp|Cd z8*{tt)gyq#-Yikh1!~&M7YdWc%|MK!`HxN1+!?HP*Kn}!-2>>v_h^E-6Opq@=oMWDs2#tKYIWWqGf9QW?JEy?vq3oZbB0 ziK~{3`gtn1qtD8}AVjaZiBmr=mAOOMDtg#$ak!zrp-(3$t(>c@imP+p9^XitOJNM! zK~8MSL{`l=MksbxA$CQHCJoW<{!-(0a+%-u7{PfRE?xmM1vqQIfSP%W?E9(I4Sm_qcz{d*74K;hw{ zSX-1uTk7*bTJ^S%xbR+D|rP5B(P0g|k&EFRuV;ioh9IbD>_XtTqO`KclLW^ltB|vjpBaYivAE6mVE#GqhX} zEHmDq{z3CP0qeW)yu|1ms0mqC9)@$$raGG;Vm-dXxNzBj5m2qd#6l~bOnu9?ug!+3 zz>0qzp1->5-G6zGpb8ZEQ%xA+%9#Q6jmH`h#Y5_k-c4t@;}v3Gi}tj03-06(v&;eA2|(%%z2c zXF%l?$;A8>*}#^QzHwZl(Fz@TuQY`}Yp)cvwZGkW!K-1^>&2}`v$sL*`y#XIehj^> z@pHcsA0Lq#&Y|j>7YPk`=xWlBuN08gJ9~5H6gC%AmR|&yKGdI{8X0FNDgUM+7X}Ge zt?#Euz6kZav#rBr-4`#s{$(9h%@w>SA!bo6aQJrDVpI|1JnBB9_wm*I_sBoc({gO@ zqE-yc`t!|k1?CBx$-jRQjdAKn?mDq+t;6FN`2o%E^LZAoK2%xW`7#tXUMjXLD{G5h6+)fCqS&^Z4V z(kc*VnHz}RH0L5Lzp%U(>#cD+6%vCF7*_JLs4aVO6zI;A%{aKGwr-WnE!i(JtOh2xu4>$n`}B)Qu~J(nX#m5A@>ZJ*s~o=Z{vepW9lG4SR-l!}|Q)7I5H zc?^#2`g7`yS2F&GdEuyVz$sIY-F~$3K)$;nOFK%ZaY<2~rXP; zg_er&>W5x5#~B%l#BXY>SuY5iUIWyLjuajFt3tHZO{{W)2rWVZvz*C325>MnUkglcS|J7$XE0V_h&=F~@C!GAPdzpCP#ym+jG z5Nvj3)(~MOvah^W=c>bqFRm&eELmcVp1J7qfeF0~!{-T$$LI6IOJzQ!(64VkIyWkh zpu3vln*Ev+i1Sr>3ccIDa_Vn^C%AQ0v6m?LrG0s2!vbr_1=TIczEWRJ05>_!vM4Q! zL37M9F#8{l$+UpGIg#}gJ}d*9ctfoRQ(bLsQ_cm$s&`XX>Pvfb_zr2~Oo!LPjgNmK z;CokEysMWaD67QCHpsKYLfif<4*Y~qw_=##Z|j==f(Mb^^O#2wM#_~Jiep>zDAh00pJfGA zrn1X{g;CqWHqM3#=~J-j_Z}n1IgP?T@t`h~95eFnHE>wy!h4MeJww>>Ntb#EGo)FwN=*O(g$t9urzE)tMUmbF6D4*HUsn0Nqov8pG7 z>LQ^51!@+fgey~Z^pvRE0@Xq^qa7scXX3~Xzy@ly?f*iGp2a|^y;Vrv2qe-|@^2M} z+X9G=l7K00XIgKo;RX<=krlCK5MP$-KB#{=PHbBLcZC; zQo@DGxiS@yy1jY=smbG^e;lktrKCVeeul}vQY63`{sI`G+sp%;VLP2!c#UA=5;%&6 z)rU(FG&&%A|MML)POqpiI>S#03-zApM@MhjAz+FR=7^(1kxEnw|c8m3RM`K}Ecu zI7{R^snnYu%D)@=CVcva*wl&!n{=7Qq=e%Y-%v=E22?PX4Gv`d7d|6?gDpJ9@GqQI zCN5S-F;?0QsmQSSa?bFVBOyr%d+vCB)~TCI!m<1@2ZGf53j?b>`P@;G2}rBXdLyX zd3@C0(G^is+}am+zt^T@K69{cvr`?_30;7va8csZ$N!qwVQVD2G2;r&Q^-U- z$fcaC<%_{$Pqm+zFSFRR+6D@+L=W#TS@17^xB+~`L@XnwpG|m78svSn8-f?I!dJ4m zFXu(I)@^V355lC_%!{I*{_%|uAkQhe@0F(#%>RQp_sY=V1J41PlzO;iLg;8M_`q)^ z-#8NaF5($SYlDw-u+JT+ZiNJMC3|OZ6@A*LYPEqB z2Pf@Wg%Quej2#1fbDEL(aeWNRao?=PdSg%ePm)fQQcl#$nWiY_HqLIXj&7|&sa%Km z>e4MMh+R<%Oo^amxMLB#+AEP8h-!%V&i=KnYBjHmEwu7jGNe2*VH&Xu%JJUIJ=cwD zIkGlw8**0uftKShl>UCteDIm`N^*Rt_u;$C>a15m)5a6}mg)SAjg!dGd%U*f5))X2@fHKat(J!Eq zdUwY4DEYh}Z~XT~7yte3nL^Sv78*@7ElVozSzu&=3NBiKiV$%xj-oc3mc}TdJp4cl zH8MmCBt*O&fy_M9lYtzd!A*?kDEfgO6J?*gX$YH!B(Pc;D)Q|Dyi#}9;|Ijv4*A$`Vne#IS7jC3u+VK%A<=$0?oquAI^!az1u@d zlF?)NK;0OW&PsX0^mgfv)aQk9F0?QCys-IyqnZCdif{rn2!~vJ8h{~Mz5_$Fk0i%= zC($%E|4d%l8mf&&b#$?f?a=rhKBqV)Mg8plN9J>c??lO8V=_^}mc|Q8z*fMUMRN{c zkmwoT1)Y9?9J0%=r_Ph7O>;^1hbPC!r|>6QqD%I@C*HFs&HJa%U&cQ@J_$ZObv-3S z-@e*=!aI8+dkiWLZY+K>-T5yge?09mDDz3?_{q{uTKV=#7-QpU@Oh_tvFzCs<1>xS zpc;ZTK=1H(wSp=Vr#f8j74pi!2kowxx)quq@ zC5$AB-uRmR`?L}Vt$`+3sk&w&6ULvLr;N=XaK0QU%pp#`9Yn1dp!^Ys3%N=1h*)e+ zbyaGFDa8$1D;$!3i!81rK9R>c01I(}62Q*NN4d8p_jBb7^I(f01wJ?OhP4Km)v zevt*3C^=(*XEY_S@9=BERS;kr$okc|KABie@m=o*lX7f6w*TZYzwT#T@g35iPZv${ zgxWz{O)kRpgpvX=>empJtWb0+)y|Mox|XWkIue)sNID(ePfPlm^O&L&^7s|(KMyNe z1qnds_zLz|ZteTe1I|#SP!lslmTP?F25-AAA5_#KP6kp1GCpRz{wecR;QW_F)`cx^9zZOvYS>_NJW66wqbxH{3F&CY?q)>jYMC=XzO4oZq~Ev(Ir z3PFl6PIsQt$411^ib4b?l-=dmD$%m#WyGlm0jAvya(n@;sI=O#{DglVTze#!kaRCPiZ}aZ4QQ*Gg857}PlSKam?OQ*>{Gi| z)kvkx8i_;UpJ<;TZapFMx)lNTjMi+T2QoMTX;6S=P0O$Gl3HeTdn#w2VGL>>Df(^SO9Kf!F8ADpS{< z`7U^UJBcVQ*mki{Az6 zoX-s0gKBr}6EcjQ0fLMZ^PH+6Jl+Aw*JNLoqk+%flPYIBe8M1I zY`x3XU|+Iy?gP34A?7a~ujE&fcB4TU449~HQ!DI5n!abN!GK@eS)Ulg|Frw4y!e}& z;XRr2gpOK`ncL17#S;P+2AnD>LNEyw7U*2QU+2+uIped3s8IGX;Zs7QU<*CyknA6% zAz%i~^v1oRV|>(V)Hj2|7dqxNQUME1&4b%9zTfwQAapSkZ8T*#fVeUPX7!${WGK>Z zV$yENR)z`lO9>xz=5ZnXFr}2iu^dP%(df~FP_CrsKImnRXe@ubQu5$fHY9@xW6XNa z@N_=9QFo(nAm)HVl}5tZb2!WPZoH;q*s^R?!;Z*LqQRl?v^a}Xcn7NxqZ<6iiJs>h zk|3gL!thjN@)k$alMqi7m0o^x$kHKFWAPaVy;YQ;omyo0;InA)CO@y%+VpRXrFB
ZDqkK60!*O9kRru3q+`|D!FCo>bihqAOzr?GJN5B$$uTown;%Bm5BXRVbw#^b2CfZ9fSz_cO*)qs? zXe4F0l3Qj?2K#9-cNyi-o~kRp&t%$E+}3%1g4~vBJLZgv@&-7AOI_K?NLhF?QB;XV zZ7T7y{e|P%(fPNWlKQRsj5Y$@%_93WrKCY-`zF7nI}x=ll{=D(#H8L}={F3@ZM>QD z9IqZXxe^%+pc= zVle8(grQqWTyT>-JY)K3ne*T2x^U@8;G2FxmK=L2!u{X(8z_ah&QUaSAo*-wQngXu zMMpjcH!E3KbMgQ`d*)MN?@m};@cYQMrikpqv;$%EOzMy`3b&ZI4GZ9Mt#~3zH~XBV zyLoUqZkPb2TTFG56L~ppo6*{IM7C~k9TWs>>1xFh`-*WSrT%~)d2R*F#M{j&i&a&V zG)Fa&H9amEMl5`>J9)HxRuErl;J!vERT2Fzi>#<67ZgHS+gqnP3{Um5b92KL0oiuR zTS5!xb|@nJNh5rP;&|ZXSyc*vP`2y{!CNGE9H4a@55>;DGJs26O~Xjnd2$*yZj_mp z-CX*+xMDB2MIm00mF!&AnU(zf+sBBkyWd|Tv$p7onGRJooDx~uDPzVqpY6r@jojhp zaq}yKC80|Z%$EKkRlTn^ z=>&|)KV>sScM1(t)dc@Y)E2}<=G)0@sTM*1{N~b!PE~pCW3~2FHND1 zXg}SFq8y|P!U2ftSM;xwxqndeA7sbB_trf}3Ct~X0N+nTu(F&2l#|nXYxH=MT3~-9 z-j=w{rw%Jt#yABOGTNlv*iq@}o9;fVI0YR_!mcE_bUZ}`_!QN~RDd~0^r$-e)MPc~ zy*l=Pur6%+lJ9KcfSG&f_{bv%q7pvEvzf$mt%)DX71r$Wp-YV;qEc(x1hu>UQ2D(9 z8YEm1?X5B9P0|tVuU8Nl^JXjQf_UD6 zymX;q7z087wAOuL=M8s^DjTvk7eRlsCYtI&KCMD>nzaEJ+0YWuXRllT*l{> zf*7vY3!)CyP*BDc2BCrMlRrgk0V1!%?PPL2@vy$Rk$^^WhDMAIg#P6c=Bp5 zPvnYcG0n)!VGQHQ#Dzn}W;1()a8%6NfS1+IIOR2Sru%TsJB>;G>l!VStq~WsTf?L- zJGbziYzO}K*8T(4N!(SEmx8-`BE26{KlCMfl5C)i^ZtHkD#K|;Pv=@{QXsO6W!{eO zVnu-awF-aLE70|iuNPRwauZuKyqxRMZJWs>R#TGXZR?AFm|M}b6frS$I64gY%7AeX zg=%S=mjsQ><(X9ACxaFBRy-nvqSzY~o)=hO-`!|!GXl=pe9n(+lXf-3%EZ{(Ywe~F zW>a=~dTGV=(Y(64X?Am57!^hgzozZ~gLV}fHgcOITp~UjFaaex>8Phdy-OBHP?CEb zZi!0z_?B_N-?^^(*hn5@#FP&~*2BteI>qoQ(JF;f=usK}p6rBX;(l8`mAwQG| zrP^FfPlATQfTo>Fo2k}S&n~(&r%o+Z^y~JYv0%5Cf`?%ym3^(;z#CL(Y-tYWS$lqo zXk_Jpyk6>Hht1mg=lrySOa^UF5!~XM3O6amLdo6-VbuxkZQqEf0-!akq#P;*!9Wc(xLIu zyit}$#}`bgFu)X0Hyz#l20sMQ!NA4oIj7HuH_)rALzIgoj z5DTN90l#iU(DUdq_?d*QmIt$gERWgU@D(j227aWUQihHvhKdqq@gL=+tb+ZMs1%ZH zdpf*y0xgfCo-w&)!SrMog#b+DpHX*$(V$! z=~@veqC1AC(p`fx`aaG3;#0`qqGl+3f>ixx!jzU_Ir%4X@iRdhFcHc`&WCU6dVcwf zhDwD-A;$YY`Y3cwbOPo~(1*bQ@nNw2RR6gu9xvpD;zZahg1$?LRt;TkeL2(8DMYJz zP1T4YYA-b3AL3r4z`YOwq@k;~5%ybgQljpHe1G6CG?d_lG@$#XDB!P$(hXPF?2sT1Q=F+4R4=&QR(xS6Y<)&~g;?gXj%U!wgnB|+Qy+w~Y(e+xuTe@YB|EXHZZFtFB$*{${ zX$vfyEmkTuXn$z(JT0=|Gcne+SQ;R7{#Y#3i~-p8#BrquJr!M)V9cFz132%SZNOgl zwy7H9$k%(zg>q9YuW}26?FYl#Ihw^nUl)}5$>QzPGge3K2LZ)1Ui3Jg^gJ0m)9nRW zLbc?yk@37H?o+5F0fiAyr-kwo!+6B>S3#53`#-pjv67Sx1GD9B0dx*#bRE)~n5Y`^ zok6*ykCJwF%qGIkKhq9T3Ji&{?xl3F`%i>Os>dWL-R5Tdw(q-E@PguNRo2G&`&6z; zp1-B^5w@DBhHv|ShI9^|*A_DeP?ND9RJ9#!ZZGfAY8{9q=1X?aB{;|Nl?6R3nMt%U zrxWbSK111cn`jM7K#43c9p643XD&HGv%9z5ce}OACKbsIKdhlJ)sTo|<#sCey@XG1 zzoJC}G8XxTL;%a+j_UMmAcK47WO@Xjp(uu_J z4W9P*nehixcX2BU@f!;zHZ}dtFWysU9OVz_DP$Thm@qsedRL>EP76gj5(Pi_ie?3g zvS(PX*N7bINZ&&>+V94S|LQSm$mC3oeG}Nbn$X)hJ`>}PlkmnlFxgUgt?=fz{I=ChBLRw?p{MJVd~H7ibk3@3n`?fIl&8h=NHq*5G@MI z&jSjUnm2YIJz+V)cCTQUdVyVx@wc7SSm6jl%_n5p_MWjWD957T@OWuc`5%y5Xw3IL z8{I`*j|tvY#n^x2&B{~5etE&Sk_Ry$b|9%Ulct+3;0f|5JLhi@Cr$g4c3$l9B9Ty^ z>V)yaxwPpMB0r!r)-x}gHmbkWkWRl?)QIsR7N1*5TvRzfwlwd)s|5cJ(P_2Poe6I=_%%_WaEU%&$ zSBAXKr}7QPKa@!fWJ8Y#dCB6@q{U^bH^Gu7f8hjwAPVFtkz$M7_mO8(e^OG(62T>z zRQRiTE%x!X^MrVsv_i|)iROFwkiyQRdHikQWaaIVl@5zKg`VJJ3sKhoc3)|J37?7J z6HF#~vIFC-!ldGr=9K_Dw|_n}UBJQ9;RIlO)x>W5T!m~@W~CDu-i-DZ`CrbH?4`=B z(#h`UE3xi7RnDtFj%PpCQ7(DJNxU#7>Qh|Up%rVR4U_i37fUiji!mi=>=*~e-^Hqj1CV0ey( zg`HU&C=Y*_T0p=G7ZrFXE?{YX;&{z3Yv8u$t1}KAGQ#urmQ`D1=u8?g6cfJU1al&E zCN3Dt4^g5!%f@Qq%a?({vORJl6F3T2kXOK~o0}~i^l;T^Q;W{DfEq!871XEi99I+_zPq<$~3edYD5IFVe4^uP3q|6Fq6~ z_0V))pa)wc@sDw6s@lVi0Y=F&8K`)YTc<+i*`IvkN4a2yHbsUD8?zjF!5A7upaR83 z8GxB$E;j=e2rqU4OdNy06{vtE)vF9aZL>rFs**prJFb2o%>qOpC8YzL3N@SPuNWuG zWW4sE7Mg+#SBwp1GCq4y2F-J%E5@WU8NWT~hQ|5oC8OK!Wve@pSK-xH+C+(mZe<$) z{}s&qne&J!YK)eE`vA0Kji77zLSGKz_9Kg1nam^N-=zUcM6K>i+n|H`YK^nIM6oj& zaHf>$Hf668NVJpoP~HG^dEo26$D7?kVM_z(nnliS68Wtk7s>vaAPJTFL9^P7T~>`Q z9$5oEIJvlvd4oX16vQ>*zg|U~uwHMPkzEDSOm=$b5_>Fc@*NQ|-8HA{RSM?y0uw^8 zelxP0x=Ulj1JF6hgnyn=y3Vh`R@<1&$8AwEdNg^)c03xO*Y2nu)$E*FQN7yE7(FE>cnvfch-vm|Hv(Y&icB|6jIhJ4$^yIbbN=>$@b9L-Kysgr9#neH(4s{pGv(_pX--GAK}u zG~l_~{`;7M=qq&d_A#>`Y2H$b2x2yWF61t{?jx|pYJ=2$CFUmYzl!@=0;ww@J_Pp< z#>vV|;Dl5c+xD|{Kow|kLb!`P5^1CHO#)6+I_h!MBkz?L!I8XR?Txs* z6Va&71~hE9&_bkxZ>x+yBYT@4k-O}d^TAZlWxpZS5l1TB$##yT$$C9AqsCo141Sk~ z{oxYSbrtdG=A z$yC(ZZ#gyJz%lIan$A$j4wcyWz`EaUWw^rW4TN?$i1~GQe$|N){V~rOEEr4?YrGQ` z-t5u~Y`LSul}R@@`Etf~{8_&DBx|-~jy+5`Zli1SGlNHI=T~aQ%fd5u9h+N+C2eb7 z@hlFHKr?3vi+uMAom~vl78G=<8cH?)3DqEXiI*{|OMm(?a>{fqj?c31eF#B`!a-AK zxADyAy|S*23bXg>Q-37D{d`)hT#16?O+#27zl*h^-k$Ak(SQ`)*tCq6)1PG7BA#N8 z^`lZ|1D^1@*zU+6GZK4xy*%mgVf}0mDx>1j zvNR{jG=BjW#d`h4Cf`hA&}ZO7@VsMo5ATpjNNHX53x zEn8;5^9=vz^ocF{lb}1p{GYw98uf|=H?VTzFpFcUsHU9&4E(U3PIR0O^u*=wwa<{j zqmPPOryF_|q8!ePNn~EgQ=(=653c2kT0CjZ>kBSFe-)~_QC_@PRn^^M(H2alZR>RR z`lBVEEsrXIrK#D&3)UzxO~T@TW-N6EgF1pg9Y_~WEI;B{9pi*G?GV_xYto`u1tn!E z7mprRJ$3KXlGywfL4F2$qPD7A1PXuEv3!$}-TTOBro!4Vr_P=?*$dicRz!dIm&OnJ zGpHNwg;V7oZr}4KTUv~=%!ZA>fM8KsYcYE1&?$w z5yJ$VBP@cD&~Rxfvos=RKena?Ftcmavb8nD61Ux-zs-K9?PX2I4!ha=D*B^vXNX4! zaXRJT>RVF#^?wswf9rcD%BAPMi=Es{1>Y{4+d7X?mt9b#Z)?lb ziXpnK06-nAg z=XpPbuL`?$V|?SZrjY_V5ta#PP2>`B;d~k4ot4+?bO6orhsDmeNIr@wcWJDEy6Q1s&z^>Gf!$15&E#*VdLwE^9DE@Kr1*IkEJ zlZU7hI_~y(r&E7p55LHUYLpGkbg-Er@s>{aj;$@rMgRN@do(C`*J9R=ey>S zWrfA|WdzO%lDtUb02B<`9PtiTR?Wd-$TCDQIumU{T18gk>(qRVy*Aa8Ym8858<=d1 zx4Y((=j^rT>E zgkN`kOQBCNynEGoxnStA{w_ifN0of1ceJN8s|g#c zYYJ9OD}DzPlT(|FHTY83Y0#(rF?4L;wX5JihltxZ@ll&ZgP}rVM@MWksVSb;{#37f zzjYMp8R$^aqC4;|uW46uvNu1~qtfEuYU@Z*Ey+-QdFGm-Qqf#&7$_qocW=ys9`VKK{C9aTChYvG2vfZRACVJJx8sS@n(s z_o=i_6keEEdyDVtFXvUKG?*h>LXpx_^D%yOun2yF&shWy0Q-wmVu9UC1bB4#(s%HhJl(3LIb;#MA zb5fo6#|SPyh@AA#m8wT>maiKI*4PBZALYv>0QNsm(_anqi)6|hszmSahH<57eim26 z>+?Jn9fD9Y1ZOIS_j+wXC?tlJul8T7`kg?>5HQgrkIA5r<3Em;&Zk(bM8YdXI@Xg% z%8a5EFokq*+#bu_M&c*}nTqKL3U<>KVUrcTvLsW6 zZR1Y%xpeVwLysEX43=wEN(I_`zAyZRhBE?nOL;vIQM4aNyYtT~bZqBMIme%YD%Xp& z_pkulEtcMVlu8}jvjlWCcS6%j?V;MZhVw+Vdwek54uMX$DE zc2@KCHQoE0n<<<*^l~Nbobzo^WT-QjEo)W9yThes8S;)snD6XoHEFs%TKtZ$`Hj_j z7*n<14oqZ)F~V>wH7d=6+Wg)3^hQn9(I*4wl7rW@O~k8&pQ4Tr(HtYcZsEYDo;+_J zLk4=^o}#y{Z>~{--r_mTJbA~m(|qd2K$Tf3c{%NVf7WdPUXIdscuZ)iu#k+|gzV~V zPnZ3c=}QFuJ1gGu1=xR=r|K3(WLKu#PW!h!;bGt`Qv{E8%-NKkxTV0avFV&R@#NcI+XNW*BKP>~vDW|4}q=`fLsBa5D4k|FWaOBZ{@VU?+cL-eAY zZA~_N_T0=_dHPy1YZBL8hU$pOH&9gP=3Tx)=c92>9E%-bqQ>F}3X#`bApv;K{Ft>dEV+VA08T5^B^hHeF#Fe4nayG^{K|u6(xS!|yy#Kxbt$m&ATxXyCfpcbN zuWPMJh)I0!gQQ`Ts9QCp7f>)%HYQGp?%5k*%FEeJddb)NEUP~yWE@TrzB6l0q>kTU z76~#*SF=<$iO^?IrO9AQQF7O6%*6t<7n$Oz<_DObyRz{|F}O__MuB}y!f`E!Vdr!V zfU9!|7LmTa#l~KK|4;m0fq+nQ4;V|r!f-JG*yqnZ?i}sv$?;pd$Wpf~GGS9Q)R_kv zL3}j7Y$V(Vuiq0DR*AA0Wzn%G1hOeB*iTT=OWtwL`@kv^BVtkD7*-usH*rB4eri(< z4DR38^;}^0OuU3GVPi&EIP8%GBWi*hNHp;Jx<)xdZI_PoW48WECqlQPlZ8EBtmE%C z-$wDXXbktJk2*kBW64wb+|(DqZ0;T8jk<&VPjirpK4F_S;~M0|LoOOgw1Cp*VQRJO zHOsYz8GS2Rw1y$djkbCk%>-u>@^4zy=Sd{5;ZK_9f|tc7sZ6fa3*aL+Y7uNK`uYL# z6($$$LvEqBqq?nk_R$pXP9oUy+A>&*vBA{{@lq9&+a@`nv#;tTmECP^j%dlPjjTh% z9$R0MD~UP-Q6^r>X5#diu}3phvJ+`r*uT>{zJrA7ZrhYHM-T1Uj4EUiwXk!gQLm{j z0Z|1Ys@T#|OYvG|wX8|c6VBlhHw$*wF)H$eOPo|`$9Hq77+Vk7A4C=;5FrU8TFj+K zj{;It8C|1@HJqnBq5y@}X*O)+>vT(SI3>D@t|%>)VzYTM?;2Dv8f7<<>&=jvGZ?tg zD_5$o0dc`uY=7ObEI&sr$eh1Jzv$S!icu(k5C^4xbYsJhxBr6CJFys%%-sBHC-#~H zO~8<4l5Iln97DtIOWyF6hV`r^UG{bC&eBJ1tec1ezqs5@MdsnN=K%V=DVp|x-Sc^A zR-A@n>z!OM93gY5)ioI4nlls-wz>aJc7%u)Jzgo%nbL0C52+@|PyN%K8sL_X5SgRJ z563&RzR@WL)HtWKc^22=P?%Lu;?70AA1K1N!h??0kq+|+b~*$l=4cwSXafOMQ9YB! z7k-I1U!Gs(2+4CCRu@A|ps=g9E5FknWa^O7wZGW9Jlen$_+^kD(G^?ibVy13%J(z*C>Z64Uj_Qn;Y!<3SpSG>7Lv*NZ3l1tuAnEXv>_EJq` zTzo5E&Xnvs8EDzEeBex0*RB(eI+K4LL2RQ%*Pj6e`sy2Wm1pq`Vo*rqljW+ImP|7G z-@hHkWozGcHBCOw5S=1oTW=YQ%ZjOr5S<}nOSW#~^Uxl_vNd8D2v&c@;Z)@Sj#h8W zn2^7*ZxI+dTq znChe^A7Oj|&;zW~^}y4VD2gIOOwnnEdF{hyN#+PdjxEc1JO?b`=HUjfZ^-=*b^-7Y z*2iKtmdt$Z$lDap6+Cp#QB}|SpR8-&@YZf|T4of;BpB!7Nq=!6nZM$+AS%iv0=L9h z4~tUAc_(C;Ur3Q`huv@KjfjNWi3YV+KCqr4CKAZ&yYUZ`{rKhCZe1%vPwJ-eks;ul zn*E{JY&1am&gdHv1(t{-hNsf3ocyNW#O-gsJdFv)@Nh^XoohEBaO327W8 z|l1^dsAgBJjYdUl{CnSV(VO+?g|(R zaL#7RZ;nrp1XGIt?*M3ZIEp&PZ_0?_1&xTS;X(R!$Y+`D9W{&3{unUGI%kyBOT^tBqXO3ftyZIZhHIPqJ0?-L z0OG_D1@+TIbpY_~!u;UwzQJ9;3)|KAK%uck84;*t&V(hT?NOmMd{$1izL zwG3)|AzJRn3E(`yD#780YsTYwfX1^?OhmO~W7J6|x5TW`vsG&Z{r_d8IE4e(Mm()4 z=_~an2YPw9XquAoMV4$L|4mjA|4%Yf-r8F6zfkD^gUr^}LokBW$PHsNw36L<)DiN6%YA4Bt+>H<0kSM=2G|oSHU^LtzZRR4+lx z2tclw3{{d_>QIb}sCLQlIk39S$Y)EUU4@XU>#HN+v>E;z6x0-ECF})R3kUp#MsO6J&Ui<| zlWV1_4^z@d4FEStg_D$2&l!p*~o0iM_G3h9mhcdb8_+)>6YtJAs>J?{$`cw_ zWM3YYv9}WHhKH_uZfrrudm;jN+7H#_2Bh1$~HZFT0eYKLFU3 z9#B5{Al89V*a0Gi6=c*#U=*$%CVlwi)=gJFp3%IZv9K&^ov6F7YV5%3a9Y$ze_2}d zDdm&r>}}%h?4$t`2M(3!aOwI?hp~0{%4YXl^|sp3qh>%iC>O4ABRJ6DR`4%f=I zj0!z66Q?j0hsxK>_4;`p{i6?sqw5hm*wt#)a!h}UAYyV*Q7}0BR6g@5BAL;_9@KnK zP4op7XsYp2$^fGfzG^a1lm&4Ihhy<-os`kLMiIK0pz6QaTZsH&u|w0!U>e8QS+=#wUOR&diHTRTVoEFl zrF{<;{9QrlE};*fsY<~LDl=mOl)NuYrUg?)jwT6$zzJ%SV5Uz{h`nqDDRo#ilxDwd z%~}bQ$;Kn*`r6bxVZx23gPmzzSvE3g&qC*+n=^=}Ds(C(xhDFVO~cB)G+QCQu>%yD z?}m^S;(8+H6fhXG%HonkAstb(ky|&8yYiHZ6B8s$X9t!lx zN6lEM#_fV9TyJp-U%8&h>z!WY@58}S_5UAe_gi$;ppEV2wsQh@9Bl+8hsc1+>Zx|& zj~!R5y)uI+JRXv4Un=JhCSVS?7R9hK8d@n#Ol_1DCq!%kGu0f;+iw3p^S}aP`i33; zCATEYZamgB!0|<&k5dP?b*n_jYG{icgKC7bb-7rl!$3NB*jQS9H%>ku)?pBl>(MW_ zSoCpP2yKk!0fq*t(CyHdrW!)kXQ}}Kdb$ew9GtV*zg+E0hhuAB8kCTHpO{uTHIp={ zsZ-+E1R0ciemoo6Lt730GcXAy?GHjUU^=@V{UpQC!`bduUy^;*x&~-ODvYY&g{*DM zneOI7+EscJ|9~J3#Cc;xw{EQ`a>qi$^g>6-7Juk8)-Z0VX-#p50^I`@oIx<)q&C2; zBtHZ{bTDD<>r~2>NAV@yMKQu5yM*e;8uB>X{iN1C2f$1J;%4`fo@9;D8i$ii&(icV z6><9(?glHM$pyk|=9NUf);rB~8h(EBl5C03)V8}9#LZaE-B4@{$u6P!@pJtca8fvS zOZM&0@TiVCIjkB|KCVv^d2?dW?2D_T-ukv890@t28KIjAHI8@#s1%QLtLboxHkxgV zs<+)XEBiiCTu`MdXVd3Vo5hJUfsKi$SChF0!Db_6@ZzY(zT&igp{p#d4EJo|*5}#0 z3oeN-qo9y@*#=^Pbwh;&JvjlA<_^Qi+d|+KhCBgu2lRu|M1`$z(hG>FYf(7d-t1e1 zIS1S%)scKxRa2MvGcjkDFH=X&Yc@p$L#AWt%;ZXiFP#4pnOg8ef#ny^9RSSw8;@6a z2@ck}@75gf$ex(}sFV}_)bjbI$O}~AFDztn<-asTgA64@F7l1+}D@wzFTq=E8;W)lx-8Q)+9^N~+yV3eyMEZ`Jhs z#*AXHm*URIZnm<{3%f2)j!bybD&IMN{m4aRvlNbW#QIHf^OSYrt-5)FDkBUhOwE8aG^2R24OApXVk<-sNecutC<=S;>EL>n(@(Jq@*R&0jq*2)s@ z6ge1P@UbxYwTI?`wV~q0wUotWoFy$Kx&ymTtK#n1XVY?kef)ZzTVp8{@tJ$J#bEDr zJ5{}P=^KMk7?-bUPD2ztVbI#GV+6nG!|K>u%vm@RZ+-xVz*+%)_$cC!m&AF~q{%wg zu3nbO5N%QXN<9p_MI?#G%PTin@0tO(s1<&hE`LXQ&+AJ}rreIDq-H@ZM>gct?9Xek zTr_%4A3bVXD*%w)ZMWJ*T^k)G>RQ*Yxb(`@?(G`NR;;7AA7w*v*i&010nLS4&BT7Q zP?&DIa~Hqz%C>;NX>NxbVPayh{+(~+Da@HWKMx{i*iUfqawqz_;PdZ;-M7ivedQ<} zqTae))WS~`^?)Mp-|YbVf$ z@b`Ovd9a2PZ^Uw(JyTHt5~)`2+a$U*?1NRR8dsXi9jeK%)Fz(Y%YQTI6Z6{#lL#ah z1M2l#=<>>z)9HWx)vlSRJzk%#!Tx; zh=P{fnEJFsa|hn&Pe7OGSJXc?EqY;54iW8Rv6Tt#waBR!fG?6O^=e<++A-bM8RL!D z4dW_l7Rw2wzT;-K=oSdN6x9bjEg+#!2nMtOPX{kLG4;yU!lxqlYB38Y;ReTNg*qBf{SWP zN3VJ%C{MUl{tdTelLe!?QrkLHbM};pYvPJY$C`G(O)c3K&f>~&5M9^-QIei1?Dokq zZ#&k6jK0OxnG;=J&tPHfQ&-T?X?VoxvA81SV#<Ph z-@Y{a8=&U(*M#f#ARqWR^z)JhCdc;_-7i5)yNOH-R}OZ56bW7Sc>?TZA*HK}kURxY zfcH~aWWZCP^!$nYn+oVY4m4QneRdXm^beG11*psvCyBh5HkIF+4axPf6N%g{op8{5 z8DBlnQ3&03e?wr!_)@PTtUoGkUn{Foh!&lYl@uXsJ?Y^G>PHwj<0pwuUBf_5mVC@| z>(9n8VIQKtrh@D*)o9U@SkiUtd@l3}{}4w4Jln~BL8)s^GuW@3wkQFGLOfTFRPjOI64+-M>~Es>)CH~(+ZM&gXCIE2_LiH@aj=9n%Jqi2 zS$E+zYuP#Be1_ZMgB)S-DS;9pY|4iQKzK?Z7zceeR?iK3&TNrCi2iw<6>GBWG=4Cc z{#k6!eTQZwhEerl){_tCzrUmTw#W-_8^ne*516g|?Wk@b1YQcQ_!g1S<^)S#?B!p~ zMFvvQlTf>w)>k7 z|2Alh)#ZH?u|9TPfp#%M3RWd@VUXROGVNk>{SG!?znA?BI7CO>T1O9-y?-w(chvUq zUg7-w#dfJ(0RXEiAIJpzqwA97SD*B?AJz5pWywDKFem+iN~x~RqH5Hm)G1oItXsB0P8Yrc z9+<(E;4EX8&_|X*tg)X}C<@BomTe|RJJG1JXiArn4(Xj-8r)dkiNqe66UCqcJ#Qu0 zeF=60gm}i1FDrS|PxEts6GQyo&PYEPYrE+Ugr^AU>HgCGBwA%THj>SbD_upZ_~Jy& zP&I5z@#}U)v^uLpHSdYZhJo77Q$Y>W9JgxxP=XLP!Jy}Eh&yV9Moo_9CWRi>CHlMt zSIuugR%?;nMzunsdlOfZ_0wsw4mnl94I(OKS6w1!-7iL#E9qDbXgLX7$CF=_I|CZf zFa=gogDJm$Os{jXwGw#EoR?7glIU-6!!@Rrt7zX_I%6A+MK0ksbbN+Qou9N!8%>Cs z9udl0mc)JgBA0fb!B0<7r5rt<3x)bCk-c{RZr_-~j%ECftG#f0&Zb-s)NF2f^$X>R zoLf7#C6ewiSiG*s$0X#o>D}iiXr_3W73!VumMzHDkR_6!&{&c^Y%KnGHN=_+^VW@z8z{=LG;H?!uaVrkDa`@6hc zx$yfn$eJ*R^)3WPZKob&Ew1~K~ z+ID~az3v$M@?o9Rt)VrAt@u0*94fK9*9c9~aO%@zt)_3!ge1IOp7VR2q zg9dRL)Ngj2CSB%|FnLW!Rk>Vzdu`xI5X(~Jhn}0^lUFDkV3&alBq=_Q+SDJv%H7Xak6Y=)Z z^0kB(#Lj7nDM{h>_np&y@0h;DnHN&0M?0IM5toZW#VTG@0dL-U`1K5g&AgWKr|-g* zY8kdN{d}o-dyu|^!>t`#dtrZj18p}5SVFyR8q@!Cb=u>G&l*-#eb?0NLcrdGdvYDc z{cZ01Y0nQ*GVDRE+os>%9b)U-Iz15f{Pe(&CR7Km^{;T#G{+J=Vs@x%S7Qr-ifv<) zZDR~nrayHhybNP@xSBirwSL;){_u3`q;8^7+1Hg`=Zl8s-iYACD+vGwIagU{|0#8M zPb_XnK1S(8#D=wJtVXSmS>0k%(&qz%8rAhhetM**SaIzoXH==rC472>t{G}&0UvUy z9N4_t^_(dF14Wwkgz=<$PnY#V*%INV^ISx_Ctrhi?+Pm)3*g}uUJ$u9^ z(thqOE~65uzYJ+tOhQ=)LPK5hxmb;@DW9uQJLS6xe7Be z%2SxxB3E?*(qF?V#qHJjz-_q%e!lL?D=LV`jkepboMrKy?#y@D(R~N=gSXbJEnrqX zDycBRNwV#RV$sU&@8l(Je^6P?w^JkgHWanuhzUeJiOK;!h2QiRrF8AHXaPN{0EYeV zY4~LL=o$)ZZokMA`yOap-J$WL<$t8!KQq~oZZb04(+#ATp{dp1o-Gt*&%dL5a^ac_ zYQcZ4dkep-jOg=InIacT(=6X;d7G)}cAzN?VDl-d@$yzzR>Wv|-$zE;ece^h6!pD1 zVEf8OYT&KNlAaW`RK7D1_DVVJ`bFdV%db64(``$AyJDU?VyYZ*3vQWU(og|r^mstz z^MV_2W55Y>>I9yGB>%~{|3o}g^0>Hb)T{ox^)J+$H1Ak^hJFt0Uap9k{X>WrEH#oW zGmk?@5mZ3Xzzlp+w2P2=l{ipXffMQdq@M)@v2bHJM%k{kn%tlZQ2&a8h5Jzy|81k( zvnKQg(rO-G@fy8rzd}l%hP$H0ITagCbAR=h<|%%%FNy=mTr~i=`ag)Q$t$gzA!~on zTFrApG^O*kV#6Pi@|Dap%C_>&{CU^J$T3bwf1{qzvDe1F_0KTV?WGt0#X^VFDlg*h z)>_1}H0vcKI!4QR;2Ze+x+jy9wHHS?P9H;V!5xi_)sJg(^h#>r?BoPkwYWSnV2%Gx zzwK3k?CUzlJf_bnO#SL&MSF{u1TJ1g1Q^)d$>g6C&{a@JmOv!e;ZL-su#VAte^MyB zh?vTh5Cl_j5PuF{cW!@=MT_?K#rC~+6snd8=#)Nkunc&|`>pP<`arGLQGHy5Nw zplIm_VT`Qjz)CpbzNAF5_u{m0p9dMCvgSKO z7jU5Bg$0TqTf!~7-aj@s;O6+Y7kc0QqA@GGRY=$sLwIKe>}Y%ebes>s=U0Jq{H;=2 z`b2M&_;iYEk1lONSo~qb`F)r(SZK4X_!4U}a7r{5U(%loEE?i#GS6O+d26IhvSHV- z@!JLlaRqC=(#vJ=04_>VSbz#RoZmseM>pH^@|6$g@W|Ns!_SN7uxX@$ZVJJ zb(&DPN!7^hz}Dbe+9sSyB6GGe@^o6p0P1_x(pHIKzOcDub4WyfyOIpw2d{WV!^&j* z8_TStzhnvAUrCAw$y}JJqSl-LqG5U`(N^|S=9p)A9oEp2;_`;1aV zC8wwrDo=WErLQV)C*DZ`i*gE+(VdnIHA;^kM*NX1nfVt&#U9=%6~Dv!#7Uhb{GcLJ zO!*H0l8e{u3Z*uuw#yWmbs%AE z7;iI{Rp&n;M$RE!QOKR8b{s3(=%Oq2=f&e!30UabcXWl?`+X4Kf=v7_A83ZYTj_Y< z2WvOV7NY0*a6f+48CBzPnCwE5&*iC`s3WL0RSSfbLz|Lp1?Hf z<#eBsWKd&|g!=)mj_Qn^Ik3A2aAoAe`P0jXp;j09WV9?A6Eb_eJO z1z?UOg=qaNvg5Mc21Gvvo7s$c1;SIMl+dXpeeDAfmVe4LUiu>1>#F=I)76yvALZuE zs=za{$q@!BYrHhM72hXAOjO>CZJK2C@wX`PL85iZCO1zQ`z_3;8N8R-6Gi&Ti@yN+ zX(^-!KGibYTII1uz+&7rqG+m?V(oLM%Ch6zwy55I0 z`IJvF%-MCm57~vjY^|<#Z~9E92;lUL>KOMcD(Nc0DjrOQrP?2dK82mD6`iZRgPutW z8Jfkpks;4yOJ}a47?m(BecIZUifua>iP7D-+=Lrk%b zDuSsr&5;wbU3JpQg@oG8&=Znhbr#4{mX=Y5-xeNCUp}{K*S2Z5@TShjmF$~xLQ~FT zFpjL8o-_ZBJ4+!y2udkDK(8cZ5`ywQ>xUou!0gf3@J74v(qzm56Po8C7tdrnr}D|* z3XHk1s62q#EXC7ZP@$0Z2m|QbW}rn{Rko2-?Ta{6D(E%gtnxYB;t%NfrD$$_Aq@Cr zxxP=(_k<|&QrOtFq-$pIONCs?eAKmr263R!>LA3h!<*abIWrlUGTy4JneJG`*(C~g zd)6lDMYa)rz&V-L=0vDx;^I8^k9W7?#Yre!4Pm2sJkV(cY{3x-`@49uSBb~Hp3O$v zBmvTTrW<)P_MhP_uf1LS5A|n%&q+0WIclcLABP?DJdJ=p_qyFbbi|Lf7qx|p3VSn#>8dAG?Euwx{>ri}SV&mwfxRut_2e7egNR<*oS>pD&UMh6c4`9>mu^ zGEzCjp-7jXrc-`BB8P(tx%I}K6Fh$hNh6#c=czgdR(>1tbkm_LJk%Ro&j>xF^g8G& z1v%Z0+>-f)gwnk|c21IC{9e;jy{&}hoF-4(wev6)xO*@(N%~1Gheg`&?^Va9-LeRX zB9xs9cK0>-n%?2Bel9lc=a4Hgp-~#`#M(c-NzA5dpBog%qicPiU>xzhF_U6X*vE0Q zJ)}@F7Y&Dd#r+9(NW?D5>o1-?#KFtnBo}1T7mb384ED+Vb&3fi*$iBtQTX|mR^jg8 z%f-#jkS4EiU$;ykts)BK9(|GSb^L?+=Srjbsf-~Od$bub~RpdhEpP*8V@+h&909tJnNMFPZ`Je(s zHT1`GrKOVb5UJ=2`2(PzE}6;sO1ppckP29?)3C3%Gz>A5XZfj?8wOa6avK%EaxuMP zgs{h?yTn;LsD&0b*xg|YLk49arlCOd!XPj2bi`=UDf$MT>H1-Dqz-%^2QwY)R-C}F zFK-Jx66W=b6N(z_E@QBIls)v!MH}Io*#r{yG%8bbcF_k zToa19_=ZzglR^QG6*Zs3)a36DrcsVv2kM z`&3pbdVJZWiCab8YZLz@Xr>ge5zP*^{90K0=eavv$3P7FrM*4K`aU8|BCc+x)9Xdt z{za~pj-LeNTZdAq|Ly)}csT>@i%P-rK$}~9!`%|y0X{z}KOc?@oix=(pmNG8s(hw+ z*Sxt>qQ>k1C1cHhv5o~L<0>et>3*U(#$~=_D#EvM3V5+A;W^_r9i!>qAQZ{WPmYRs zt=ZM@$GOu(;4dI=F73h-Lf#rAXN;OGn*sm0N0dJk#QTBL$r?ICkEQ>MfzmkueqcJX zbjyL;ywIiy*zv*D386$i1y?rx2EuXic$5BBdO-ZvQY?}hz{<1VDW}N3@jAMl>F&*D z^0Z=BUd7$nMmIE>DJA1SmOlljl>B_23{S*ffozoxmk2%d^=^wEjaL;3nnCM;@;In9 z;xl@EBA5KYETbo6vh?ns`^?-T3_6d%4*RogEf1*P}FQg)V0uBPMhI@fLQ%VL$*lF zpcu0!v2uPYO(Q)7rct%8@}PHQO-{O7!k#8Ik-G4A3j!67ZWsSPvJ+@^D1AaK zM%;Fwu)?q=CT(7?SyXQT0jK{5*|hu*EkQFSj-EVAlbG9|oLE(MnW|jP683W5 z*YLeF+?#A_^APa5s2*d8u6snYjbrRy;S;%twv_e77i|KLXRG76O;@selm9t9NsuPd z_ir5zX}vRCgoKC(D^~_EpZ_Gz!}cb5+dK-5#|xSUTFa95r@m3qSO6+?o|)_zDI#Pn zKW(O$|9Lg>CZCV$Mpx|)EcoGzJl0u8<`uKu*f}9Rl9mArW#1ctVL?mwoDoZqhxIwH z>|!sgyUlbW#q{pSgo`J=ncSiBpt=AfhS06&nP@?G*z#CwVZ2x!te+#E!wfd>pI%U$1T_LgG=7B{rA8cinU^o7PSK<^5bovS+j3}xpeCe z9fwRszu81J$*NWq!l;W*rXq)3qP>tGs%LpA-E0T&i~q$tfAyATUi^SrU?Wb;p)_lw ztWF!hg5Q(80`}kAZ55xIQmgtS6MQ67Eoep+_)zXg$^q8v)~Dj=kMX60ZE_rfi`d|@ zx?KNgzy|oYXQz_hkj}xgY?9{cYzldm6H9YolRoU=D^$m_{EBF4rbhguf(3R*Nd{14 z#778Q7fJtF&r@xYTB41yAM2#Cv%Q$ZoKjxJG1d%V5`SB()-LJaUny-Ureu4JcA5fF zj(?+NE6e~DU_URScfMDHOXj!$^22k?vM&zx-4^`ypmE;xGWq7>> zIwj=wtS^rg7^DaM!|uIn8p|Axagp4 zrdMM99oPJgv&0hT80yF9@f)jn77kb{5u|OQ-fLzyQt-{>EVGnnDEC8`!m|zn!leb# zGLhNtl4CIcF9O0CpU=XUx(h}SKK1>w>HmQJ8Kae@-1^UFvSUzar%!UdgIQd-p)|sB ze>_dQjJkmp4idrx!J zHFRM%zgBodP<|O>MxZVDJg5kp)%gxD%ms(jIj~U1FpOA4AG}qJ3=LMW&xkC#g??wd zkLSt`A{HS7AGF%0>MY1}0;xM;nENdg+LK6s%7dsj46n2D2F2Q zECdS$_zoxts?D}beD&%K!)49x*c&gM1Zgt07kXMxboG7vZ0)MWH6FftFoeFUdB?vDtc`^F~{B`eH7dIidA0AaW}SbW{;Z|O`gYbFP46`l=ibQ0QVmug3lpUydP+fwB*=ZZ8moX zrUfOIP03hEC_pek)7HZkGR7X^VbOWv$k?9Zv^pVthMzT#XAw{(y6Wwkgk*P_%wfWk zLfqSQ8OL8M#P|B|y?_(uZNKeI4}8w%{wmO3EsjUu3opqU%jk^RY{=m*yx=g5tBgcJGYYg1u5Pz9cM!=O30LS>t6f)+< z3l>UHRc_*#n+?kXWq@pUKQ47M4e4O+=mI@FQwr1nz?7~C7M}9Qa?{FVAfc|DK1|pQ z4kfph{hj;WO`d#Gh*5UBLgw6;8%|57W7giNT(>7%jn_;IW#J4tOKm~l4c`$t=qeIw zoUY3J`XCwgsj?XBz>}LU+?Xa|;RhTnRZA$^Mw~&^*Vm@-9B6^eMTzjLg^nuDV4?e> zPoA4-m&Bn+kb0uG$&&%{9G1k`u_dAd9`ZAO;25n}&;eK;W%SjQlKS(Y`cxYq=f|y9 z5H@a^=%j~yy&vF(GHtWPSd=Lh%>ZsPYz3qe5`tR=5+xFbbB{c13B54f4+z@?{LeVI zCuPo_EtWnX$`O(UDbFt@io10kVD#EfGVMDK=ZJ23pl%V{61fR8Y2^H9dykbblHyIg z;S<#;2$FJQnX!>werAli)o4THu&vYIt(;GZl`oj0M0|fvr0DMqY+kEvk1MPoWl^_u zZHQi5-k5IJP2mB1)XK3@6JAS#gSh#8Zul;&*Xyt6AOe1a{d}!Fpw_6*_OayLRxFaj zDHRS4YiTyEcnbdn=RL&{FH}X-7RK^r;yes>CX`#IJ1kr%Aoi65S%ehm8)?s33lfH& zXI@c2-(<&5%OFj!lnEx701Sp93v<@9l;;J>nS<+O#Uuq%D(v~&v3l|Mu13|0%0>Wc zmPG0tqd-(Pi>&o{1RnDS4+VD)JW8XQguj;Sgl{}my2v0l*u*0SnjUA#k9{!#EUj>K z4|H0r5m?%|A_43xjhy?oqVJy@A?O%aYL7l$$=a{vhPLuKutkcwh4jUUrgLw z-f3AqAR@~Na1#`Lv>ir;Lj8%d6I3$hF`@f$U(X8e-5LO71(q?}lOosmQeU}#QMRaYUw*iG5n6n1s7O)RP&Q=*1ZGqhu!2g96 zf$2~IS}BKF3nytwY)`1P)}qP2NOZ(&0=XG-^wB7BhG^$vs6vq63?dS6Iv#;0^7uwV zXBA)x!PKLKS77bXxFSAmU#)sM@Pr)SE#I=NVeq;Tm_U{Gz2&TOsp;L)Usu`leO!*- zL);Ll5j_hvN(DaLI~LV2zSUEslxBw{uI5%#2j7)XhlWFhF}U>3{C7Agf8Q4pW8l7) zHL<=TyLxycONcQ}i0hUxW1e_}2{f(o%JTLLDFnjSXnD~ry5CF9$GQB#LZzA7-BG5Q z`MR^@l#Ue+)1ddTSpt~VbYBw1=HiY#sKQ~jKnMwZH=&Gm1MBImAI1&hAUF>eRUekr7W#V<2t|J- z=~_>GN%W@Wo%VIfxgV}P3s~XCSSE|MqK#^l(Z?N&qp`Y}VN$K|yR8$AfMLsGpc4ZWk9jL8D2q3Sr7(1a*YXB(+l(u z(D64-?`a2Ve#d>Np(b=$b79>o6}2MPbs|Hj(%9$jLRoPp?jyU{^ap^Ddhy%dX^`4w zGmLUNM4YU7G-={GOub8nE`1+opS=`jj0}k`HXb+4Cd*s5uOTsQKV-|lZ3|*F6U~U} zLN5|!P{hw*9HgE$IXom15PfZh9Zi%tvh=Ti@Ki*$tV48M75YS`l` zd%*=0H5IS15B$&QX3=5VRAF+DXUMhEMSiLusd8OE!0)wnYQNZ%1M6Cy?yLBz4Z+>V zN}rx=0dNq0F;YW+$c>^F0(V!cd3wpC67bE|s{|Rf=1Ib!Nh1O$4bwOQ1V8OBT9X=~ z?v~}IVZ+HocscSx#P=uca>>t}S2?2*s5>^1R6eV9hG1dL@CgvxMXR;|+Z+6na*)uT z52;|Kt#qX=EgO3imy2hEx2`4k2z?XUUX$unX2rnbA-i0r@@9fdbQinO zCwOjwlLx;aB!u%jgLF!w6a_w2-^@{aAnOS>ENe|G)zrg34`qn72JI3Xqy9LF{Bs?tj;av> zkWH`U)-iHu%Gkd=5RE~8Nm)dNNDk$G>oLMl6IG@9CUzD|@>08^PCtz(_*7WU;w*2} z_eCi^@=U)wuZAa}=p1NAThUNL4;>CEP6+FJCXKu5-y(xlL{T*|FQbddEMm)ht+F`f z@`9!E{+?25Z4aXx5VBQ?TxJO0w=@V1qT05D(6Gcl0UR7EPS1IM!9~nF0|M$V^=|-6 zZxA2n<*Vtw4TE1Fxi3nLk4v|(IPdlU)iDx_qDrjp7)_aAj?kEVzgOwX3#z*D ztbVeN{AkB%FN)}|8D&Ay@=#vATJA@Fm@<^tq?W!YvsO1TwhTT*^s~6SC`M1v^jmrv zZOgxK?OXa_>WZUSrSiumC-L0vvDVuYAqieoHXoftV6cL7WpqU$F(8nS-%eyt3i4~ra$6YSXvNaYO{^-AqgW=_YUP@rk`>d zos9g}jRf+E0*U0|`?zE9a3=H&2ycQy(l?}yoi)ZCSXCh8{_xE<7f*;d&g23wE@dAJ zE|e;MFsZTQOy&&*t!D*4&c3I>tJYIQm660s6X!0De}X zpe+<&oAy{}TDnlk*IFPflF1KsBf(kMZB&sKDb!`*^ng5fzAL7U3xlHYBDIn_CT!Yz z*WDvoS%uX2qwk!1GH?x+N><13hxGi`%Mrn$oX!lVg;B$9YPMK9uE_Nn*^=QpfUW5} zS3V7Oe>OK;r;AXyeJ6NFYWfZQ2eDAC3Fs-%8RL=+!gGTKg`}hxWWg!U3j9h_+wMPT zj1=74$w%n$!Vm-R?4F6WNnre<)Mkp{PN(vVx{LnOi6FhSpg=uQ(VXXyEjGd?O7vqrZF)9&KfzgVF_u{WBfRu z>F(*$waa0H8&3}D`>KriVxRaMB%m~_{aY=GYphw$R`u29Xt7bz3ak@?f${MTdu)RR zQ(yN#FAIBJIUq1`1e&@%ibuQQr~*aCq@umy=#dQ@B^$f@IMGtWExjPrF_C)S(ks)V zIH`80xR7vPw2PjCJh*F+2yf;D+Eqbcn!*Oi7g5oozYT#iJk@>`e=3g7=ET76c45=H z1QaEs-8$ReoN#SSivyEL^{jOardlm4T4@_=uu4SEx^pg4Yb~Nnp{{o*q+9(8FPJRQ zFqdT-<9nD>Ui`wKt428RU3+>Brvvhi?A9H=$d;TF%xib&-fF07;xS!$wmNW&*s|er z8-kTLc+fKF-sPsoaQ7g!mm|DMX!qJ=ha_=wRccLhddLG<_ln+m&n#+<@B_6QYKOs= ztb16r==SUZ>E zRGQTO`66fH=nppE>UHKWp5mvFn)4sqhDg(uBf}gHtd6GOjIQ4G1&xGl6Bx26d0vR5 zXy8YV^FI4Mi)oAimcM=5C=Jkiq>cQ$kujX?Sxe;dF71jw{20$BtlA~nT{L8Rpe;xI zPc*Cv)hA>;rMY=X)t33T?7s#cT^G>f+gW+JcJ&+*h-P+OPEIpO;R%Q`O0T zZtnxPM5RC8+z)Dt9{zc4`Skvx@S^hQC=I z3rAXv_{=}3sG?RCybCzM2h;b({4XGv=#UtTf801p2ECsQT0>khSJ-3!pv3m@ZjyTH zL4KkDI#V)#HjH@)6@d*^d+-L^(=^2uoM%Sk#lQ5FE992V=w>Y$1{PJGThCsiB#{!c zb?Fl^q~wuB3T7$sg^~OZhJgPM{`i^<%DU>5DH)NAK2HxFE;&GFP-oHcYh#jQk>ml{ z^CxYuFtZUI`2;DZ_<%P)C?zRQ;Rt4{75{RSj~4Vbdo^QCI*`GkV?FbL62sC6l`>0W zh&dxO5X_W!>vM|cZ1*QsU!C!sEQ{Da7iszRBWt6a7o(>e6Ey?7*zEnxQ;gZcmlnG? zymj$@he=n(y^&ix%6OF)XQR0ryxX14T3o+S!n?NPX?ar*$?1wjirtkMtgx5Me0wSAyDY z)3C9|I;TtQB7pZzthdWU7&=7^{9YCP+Z1icZ`#;h04NHn@=bvv@Q2tPrYe&mO4C;mdE*orC*KH>OqT37 zMT(Ucv;llh2mBa1 z79^IEl#=f5?ot8iMLJ~x>8^#PySr2x1e9*+29cKTZn)$3_q+H0_slsn2Xu^$A?h)@36rox*mb_wp-LgmaD^& ziP#9&(-JVVs`S3@ez(=DCEFla%oMo!OZ5wphMse>0MU~^#;ryU*<`poE7F*npxMf; z1N*7^SFf}TXKRB1+E15Jut-g-^)vhYoz%Y}>}d7@S7(2q)JB}3TyyYSr3%gdP6m2iqak?N^9@% zTs37j0(=lcKm7O&{;k?3vwKcEpRXX-b^BVY#JHJtgd=_^|0egtlG$&jUVQ>h>yHxF z@&B`7QOI+{f{|0&-TZK+J)~xO!NHi)NE&8VtZh=q8DMgiuIr>}JAH}eiLH(?aOK(n zhTt)_`lB-9Gbvj5rT(1ck*NqH5b8Y+{Kz~PZoz4#tJn&n@Zv0+Z;EktWBlVfTUg&R z21r<&ab4?WcM|_eykQM@NvXr15$yHDIPn@T)JR{ z*poluWfV-cS26F0qnIj(FMH5XVbPTiCgck7YIu1mM8N7m^kdG^;8MZO!VfSyYimjO zk?rGvZyd@vP^M~l&` zG0bVif!=Z?Jv+mswX^=s2KW<6)P`cR^gch|Vw-CC)5?mxr2+74)E@qceC^j0$3C#y zn0&{3Q(=*7E58nTrlI(IJ?ixJ5XJ?@Us_ov5i-rj;WdbSmbaLPwrkIOu{0Yr6N~ga z@IB5?-1vhf#}PH>%87+utlnaeL#_BgpKEW4%f zVJ6`g8PY}eDi2z|lKXR_i*4W4nu%~(ChniIM2ljPz0^cSe~yXtU|GZ_;K)-hJ%DrZ zeU4VmxDocfKi{_HS&%O9Apu}wO3vt(8D|R3wy3%KND96V)=sOdv#jL`tyA;$aTW+i zA3O8(2Ed{dMp^i@O9xrCz0|1m#(=Hv=H z0&Xy1K68N+g8oS;`qiQ{h*I8?Twzzh7uGlKL*64`C3~&moEQ^ylW6r&>fH=5)2={e zuAltIH(}-+wj6a2pP@YXtR}!7d;j|K0q5X_BXf=#&}{!JPj(exjCX*w z`vr7A{VG1)IloDqeMbIO=s#51`xp1M<;w2)|Fom8_mZye89N^jgKpdk$hzX@<7@B^kU&F# zB|&5WrmK(>M-v`q$Jr(?#4nrBjz}iCiW@oV5$X%$BteU}gyHpGnu0l0QGrRje&C0 zGbRBd?iQ<4I~m)0_V_2qeI_LGc_X*8q2Xqdpr2*XQ<5RC|yqXP21|N@l zU8B|fNfu4J+g+RL=1$cTz5JQ;o@q1Z5MjAmnX(<*FFn7@$F=?QC(ete&8$N*cxz?y zcHVp$_*IT)TP8Fq-_eQr{=uC1V{z8qLr#5VohH|huUuVyC*m^_m;2>IQN;TlLN8O8 zEZ#fr9b5|tq_0Tzbl(&jzrPxlXuu6d!u-aqLaup>9J_(M148j22upl?W_~LH51>j~ z%bcL}pHux2lB&vlj8 zFF_&=dN4bA8;-|f*|nGdOj*ZpoO2eJVG8@W@_aY_`G*jp47VKNz<@EbZlR21+(J&U z4yClE_78}-UevhQ2)R(kEoSfq#J)?#b9Wo3JB7-H6HHS>izHZql9q~~AX|FoI;Ltz2>!TH>b3O(KmAUWm-GcNw)%Dr^-@!p2lXT7E@%v=vc1h^uyoQQpIp) zc68Lz<^Q2VEMleEb?NYeI{{rU4N2<|c$bkqht-bkrvsA#@7?7OrKt(B&;0;tY*3n= zAba9F;7!UFgXoHnW%jWxeT-}MQ)xgyWx`=!JXkf(i?7sZ^cQmW+<`-1-Tkn8*ROMH zz?JhG$-|DQUuQ*^D~FE~eGkg)Y?q|I4ji{b?KtQcZ_-Cvo&k5eKiJtHHYS^V#6Lbr zZX_F)iyAygdURHou|?9V2#PI}WD{A;UL`nO6Kv+IP2WA6^u<3GH!z52XKSn!{jOB# zaueMV7|U$(fv}kKA*hqMRJEe|t=AlJX{Y9fRl;e5K--jGsw37F(zLj14sZF3S7{19 z0Ye9ti1I*rdM#rrmnXe~=9Qeylzp_i$Fk?&G(R5q%h+I5cj{gG-4p16wo(p#ZH%j) zN?ulsdkB_uAdU|>=Uy?2IQi~4#GKv$cGm>21lnMIabh@sWB5vY{m+!$$ye7EfJ%Uk z|Egg+1pL*pwo)ntHcxHg170=y5Pv#nZzA?ps(Ab~M$wY|S`kp^&Q7U4B03=|1%Txu zN2Et6W|~|^Oi&k#k?k8DQi{I54pXAa1VUy6j`)xRPHm%aom5iMx@jt6nF4{n5H~~q zx0n=hc?!j3Kqrd}OJ@=FRY;R5gz3o8_{_ycQgboRDH zdAD7XL6EWL`k|@l;cp0By~G@hQFuJnSR0L-{}SUTeG$E+?Hv_dVugZ{DQw+?(m_&AIdfMaaT>h-3j>69tLl>~Ul(HMCWr~Nf!q{TJabGP&)1(ek9W%PFbIfVf3o;4 zNyp^a+>p|rwh=^CuNeQ`HdC+lw~AJV%pb$`Axv>klyO3QSzr6$$?P&SB$jo`; zl_6P~0Lwbt%$sXgWhYFn&jboT`qK_jM>5SZ&EXZ!o9o299R!8kOquSS(>r@ZbXkh4 zKO@W3j4kPRRKyD9^-W@1N9+8mU2G~xfBe!$oG-wkEjU0k1MnduW&NhxfCou zdRfSL?UIPr`JP}(i08%yh8Bbl|Q;lOqwE&!|Hny}%jYnx7lr&!R&h zkX^UT6akn`;DN422%_l^+$SP(BsBKh4JmnfdZX64>ED+21EmS6tK9S--3R`uVRT7B z%uhpQWh&ybQwwJQW~gL#^L-r+wh23HE-?-*ywT?M(#_YQOFL=HAJ< z)FWngrYW{y9@;=2bK=EMPapZcMs}9oQsS}yw$ zf=4mcD-_ln?$9gHCt50tUhk|>#F_sFC!-O5sl^jr&Laow0VrWA*62NL&&j_fSr?lZ zOD~f?_r1t>pYihRlu*J#b#f$izNIy+qb-d4wZkI>yNC#rH1|g5_S9#$4ls1Q3KQIu zwLMWh1046q*wKopIfI zGWm%jUqMPzUe9QEa`6v zqTO4oIWwQ|dguxM60PkWt1I({Bjx-o-W+&E;~`ctEg|NuC6;-=W_5Gyos285t-^&G zr~ssFz%|#-T8xV&4m|v>7<0~@e9P5gNCBREkGq;;J0$lg`4}j@7gN7v{U*O%4KSez zqWa*RC|;K&am$RqK=r{rk-aXdCzX+uiWCq3mC-P!WM?Qcbu#9xTe_^lW9&+_BWkz4 zUxsga+pEBZmM2ioX_uEYC-k}WE`Pmyj6&|3gS11UC5&6z9m2kig}<8hmHO96$!i`N z$+hnZoJum|b_9z0SQ$!Q5%(VVsp$lY$BBvW9G)_g_i*Fr6pu_TZQ0{QzdJ@yDaYEf z4dV~u?js~(Egi7C>m*?|a;AM#be1^F3<^F_am%CpzXp$ZuNRe5YVM}S_<^)9s;rQQ z%$CT^9ezgFUF>|?-?BY7Rs7p`(SL+50$_H6+gD|IN1cntFEZ78b6>r_RE^^q6fc5t znlA%%(z)bVQk0K2-SF|ESy zy{9cS^KUq^5lo&vm+H**-LOAVi+%W}ER=Fk2t+v)h*}vva>Z|h$y1~sMp=8IwPX=f zxKmy+#c!Qlyo*EYt2h_qJp{E;|5P|PC4=SYS8(5l9@A8Z*pK(}?t-06LeKR1wrtjAWfpA`B4djc)W@HEk3)X^x<|CTg>>A_b`VB~ zwqFK!WXw`)-RFgz^|kbjQpIwcz1Iy!>u{GNeb?c@Vz>Cy6Y9dLu?fe20&J3go5CmF zB^pPwnN_V56h$&tl1X=)pffkyX{6Iv&`O^`skhmw{vKsewlK=$hMIP5R-!fGLTEZs z@y=O~>D9279I1ZSNXFWoZxfs>yDhgJEM>Ouaxa#Yl{F@pD{7tO{xf zGY8C{Sl{tP=g^>JP?UAR=}(k{P41BD-3>F8=r)j44YgI1SOi;ywlzw5b0CL=V;h@=pX*NYNi%Rila0Y2u2SVj=_v~_ zmZIzbg#1<`SKkUXj%pBFM>4=hGMAJ_GMTI_kY+kifmbI`Wq~r`9*@&*oU&vuhJck= zMtMK$XL<)BS#tc7WLK6nHXL{sw3mb4PA4*DAtel<9Q6ivUX^S0Th> zRF4MbiUyD1HOG;ltfz{&5=xem0KQ9j$*0tk8qLI1-RA80SoI$cL&9-Rukra5ADJhC zXg%C_xe~n88mgKSznR2I(VzSl-uXfW^fwc(zKGNy%PQL)=;a5h@ayxzljnZd>IA}$ zToE*c4VNrQREr7#xom1Xs`a8~9!HT7X18HvrbnM%wlUioMADdMyT~0g$@&f{R2EWI zZ&3~jjRb5VR}}1m@2OvaAkC4cU^I;1b0{8t8f>9z5Gore@?Q$+W{5^7D&O2n^o1~5 z0wtOSncNEUPMzt)GN;Qu&*j6mIlbOt!`#8Yk$RDHG zBE-dj7RH5yG9=1F3!BA2MEPSBTLm9PDmd77#N|AMt+|Ty-`zKgI-6=Ar@W>zcZj2j z@u<{GprJoho~Mz{-tjb#lMf`cio6ZU{B_>1NKN*>C=-lWk=s|qBO@*%kE4tst71U4 zGf4QP6l~JFr&tmD7jw2c{UqHyHT9M>0{;|*C)EtZapnrE;RUin;z#K8O|31tTDS!* zX=zsi=JN4g8Cm~!d}9*y`6xB0n|DWi>i8}JZ7Ao!pWPZELqhRQG4wMdNjuKxfkTSP zjsWEe$56;ZeHXp3#uslJx6hKiPL#~`e;c$ub{(5{b+01grfQZea8;td|G%YBw2nmV zI+3#5{2*szgps;uo%rVsDq)kH&mYn$LhqP_By+o(cmZr*!j#O_uC74Rsp~Sg3L(Uo zZw>xaCCX@50FP>HxQ(LR+N6}s&5dB@qT$6D7EMlwetil{^kf~cMx%*X z3bpY+Lo2<5YA5*bOHhFYs>YKV?VsH})&bf){1^^D_X*gYrQZX2pB6teW%DqJp*=o* zH;x#4jbKKlv7aAp&KvI;HDSyVnbDV45qct-vYJR zLR!KDTzL4oRTe;!77~FhClnO?M_L4|322?Xfd&qBEb!z+HzovCidXF$xQ-&F6m9>8 zTsg2Et*<7HWbsZ+gm7c)J)ZPi`(euAiPhXfj(S2AoXPt!gn+MS*|DZpBOXdratpAl z6Zg9@cNtX%&_*T=hL2&*APs=A7Ms_WHC;d&3^QgNd+qdf6P`~&_V2Nc@bl~l8QeZ+ zOqC%~!z$(A;%fyWS=anU;wK&>m-_A+*6M!zV5uLDl{Kuuhp$q`AH|H6>2#wBnW&*{$yZ%^7Kx_M|@sQ z7UAJ@ZYpkl`e=@6cBI(q;mCVru}CNh_E0~CdsTYyzo~qdAN~W~Cz@5iv-pr^x0ime zJudT2_@k9n5V z4Kw3)S4qbHE$YS|*))&@%Gs+4d21d_1xhmBvZF}a$r_s5+St|GHz=9C*Lp;97(E}(S;hfh7kZylMN%90I-Z4^Yx9^@Ql7_}p{hT%ODrEDC3v_P zMa#A6B<&$i@XPtk;@;Gu|lXl#i$fsz@E+99jlR z*kjgI*ZmXQ@49GiG3N*yb$4DGxEiC=yioLwf#y$>NE!l#9DyAdSx!3w0_D>&Td;Em zztCo&bvHQpdDF`hA2!IZzA+4Bdmxwa!pj@i>MyR0mpDm&}A8>{QmF>i&ATf9p zsh>YIWKcB!aVrl0=eOC7fwr(RqhL)?kcdkeN4DVBy~oaZ@4F6=v+9TMoGP9Ei6mR% zi^8IQOTsPHsvNZsC6Ogtqmd>2Hy?Zbnms%pe|mVH?FruGRAgt1S7tArd#la({qXX9 zZVkoA64;6LSgdt^^u?Qy0-YfnMpMN=@Ix;_U5>&g;$3s+Ocg&^7J{-o#A(~J2BG7Y zy7++tY)E!XJ&3`y57JeJD04iKSrKXS(p3g1b6??i$+hXBCe0X5Gr>r2Lqb>PJu=0Q z0+;9RlaroyxUO%`Xf6@o9Q7`89L#dW9VM6Nu9Gj8DU$>6@fc_qP6!E+4(yuwx`|)R}_j{p0MpZH))Nl7Jzi!+R6vRQLKE6GQE!_kWGL^{g?8te8 z2EetZRF&j3p-!B1rc^nZ|4>AXPJfZ{XXlX&pH#eqqw;0CU<3fdSn&VI@FEK@p`XN=I(rhiM82 zzmxJ_AbopcBLSaAnr^gJbs~3`;|YVgh6kZw@H7cP-fmXnKAMUhU5pD?GUi9FSbM#6y_=j^$dO%mG&o?4$t3q zwoGDrTAR*NSBdEQ62|+KnD*(0gRg_CWSco^r%M+lNCY5OLP_|yy`4UplzZ>M9fYVe z$y1q)oAZSgVA}uFc1Sg@IuO8gy3rMgWI{zDIq;nPs>#gBRfd)#z{N^&Qj8xo*y_Ea z^t*ChF&SXA+q_of=A<28ZN&rHbLHzpURaFFKxP`f9xuLofbLM4Pfh9gR%vMT^z1prHqOxdpg$>rqn;o_RTl7a(U!o zbS_`&(jIqm7mn$bOY2Au?Hl9r+ubQYMeYoRS-XurlrnBhMZXm1U(7iiM!rBX?7JER z2m72sU}tlG6PfjTyE6K2vk%%+6gcem_s|L~HnqpWS%+d723o2gL;bFHU{@W)3oc*M zhEg}LBtDGQ1c|8LzEXD?T*j!Phf7mD z&yYo_L*l+Xa?EoNO%R*p7L_TyzX+?&Hl1mChHS4YTU<)tDtl73eSt8g>;#9K0yOQr zpZ@jLh@v=Q6-51y#cTL&Gc{86;)MNm_o%;Xv5o%sqJ_hV8^~AAx09Z%-xn`G@B~Ff z5;CVxUEcA?hf!G}y(E646O0CcGd%wPI<%1E_`(ZMlnuUWXp)8lu)rIE)=rJQ`U3Hx zNIZ;mqds>CbDi&bm>w8OvTN@eU%F>X!j2MUxMCe9u}HZuc-V3!{BEUGj<)iT{#U2H zu~dd0rOzR~iGvou3g>+c__fM7HzvKr19Jy_yixPCph`~-VYJ+HTJM;QeonT0hPsIG zCA@_bJM!~KC=)R>#7+Acm88{=IHH`ZV7tY>wQ)ZTOH%tJH-U5gO0K9sx)n%bz!88O zGSw7RQpDFGtC_ub0A^?@0_%`*%w``3vY|`$Z7uk36z8xs*ZxKeHwL|>+Ye%NcCbus ziz!3f4=7dIxmq-0QsFjvl3r~e*|-{f@cB7rB5j@28>t?~bOMR>?D?qsHs8r^lQTEv zOI2RI(hq%c`!)&gSYNfM_@a}1_8gC^mlY^qCalKakN&)Q!5{e6`fH;%h>ikzRCczo zppx8UOFLKl^0Pe4vEY z-#J5vZU}<)>$I!`c`Km;H(J10<9JHc&!aaQEHDI_Pf!0~D-x%x2%yT=L|mD-g(65f*Vyt@$XZvXEQWiu6n)7S_`_&!z5Umm^qnOdhf2RMtM z0Y+hVsm%9uwADP%+eNml>%TU96V-da;%_865IMsVn9=ZH<(F~lTYDX#>j`UG&K4zZ zX;E%ulhoknL7Tgzp>>>~PJc-kY;0-3=GZ13o}@e(w^44bKiyUI>-Da}d)3L}S8N)r zanzLMJIiE|xUC9RrJ7AMc*{?o*N;cvDHJBO5q3cGSKR_=ziI&In$<1bt>4n^88}iR zmRbu1k1t%2N~7-pUy^5*b~{uSb@1C_!(@vo>S9%?K~w$0<)r4NBSv9vsZJelvbRt# z4gg`2^@Eg8LtRuXtqRxvwWoUv$i-M}|3i&QRkQ6WhiE`nVFjYo*Th(d;{OV+wN9;g zZix2|#2b;BY|4LAs45j_#Ml*Dlv%mgd7C%i^vhwwZQSI|`|EH~TWtmn#pJ!FFF^oo z+@m>v98N&eKth@pAQqw!hij}6qN%Z4p_fS16PLc1q4uxd5^0@JZR+QF%@leH)msE_ z_mT|n&Soju3w@TA3nKhrCzmM%0m00X=cMk$tHFmHhE^hrGOsVQIoG!F)#berhC_a$csiXoma=1Fx| z0j9!=h?{XEv)V!rHhvpD&zB7;$r&uf9dsyvvCM2HqLUD2DDm3XuMgX{MQ;S<_9fp@ zIRdnGMyg$6Djlja``Z3!+5ixxvFxLOoJGwXFV@obbE8>2UAjqS2$BP$?!=tjRl{A^IFTD{&LXPXFIUC82qu+LPPhEDEGFQgnwyoRcWJ zb^^f4w9A>Yd4R$6EP-kJX1e{;yS}oFA55V>G6|+shO7I-6rt+69UQTZcUq>2dl1R! z0GKOf+W>?9W|yFSaDZAr9;eDnWVTGj-vLwdFF8SX{yc6k{@Qzjw|4QZn^8tq>ApdC zrHh6S)6FROP%WrKRWepzP1KX1^>UK;HFa6>MfGrSBw{BC#_SPC-Xq=YiX|kdb2U&# z@6dr@63OAz{~r2cEz1*0E^kbll#`0`c83l;Q6fZ?FjSIwGVEWx`=hgx&TP$g7hE$` zKuRo%ID0y|bkK|5Xs)nIk%4<&v_biqXXi;IlE2BQG#*y^MRhO*fOGi&nLc1f;;U$X z9A3@Fj9(P+EhsML9d)i`95A%2sTAY^f;A*MZ6?a5=1y7eY^o-T!fte4TQv0rOf42h z0%f{s4b-}}+JUy^cJl`d1EF#jE`6a+A7(f52IMCEns8wEl1$_0TH;UhW^vOHVFE6|e zXQpp<^hM_CD`xn`bAkkomClF{4b)3@VoxZtzVC-uP;z{ny4;90y`P~VFvJL|njMg>_&?I; znDEdu94q|x83s$G@>jQR_~0A(VL`j>H{t4jcBy-+ljlHbtUqm6{-AM)!%?UY0yj4o z8sI_YobTbYq6-otN)5ncNS|d;lcfc(bazK=PNhGBWyZ(5_aglJ+ zx_OAE4a<)YM63pZ->^F}o+2AX$;hq=qu8=nGK#JA3N>+hqnO-m5cZ(oLk>(ZzS=2% z(-EB{)}7iR#JbX3L{4`UYRT?|pdi0jT*d4y<4X_;(fqfNgt?Afp3)3Kddr>+T`~oc z$t{>;XHKVR3zOOUK0_rbn4HnY>tV2q3r1q!BhpNaL6Sc?aY=XXB!TN*g76T`O=E68YP`tTb#ZYI|6 ztZ^dVt4KyMCpHDgdfDMW|E=PR&R713*K~$V8T|W{G|A(c>tl0Wr^Ys=|8+|`hi}r= zeY79Cs_{2rm);E0nK0l3Y%bS3LV01aXmfHMXPWgnv1k+WM7@-MR#Q;&)Hx%rXzTTM ziC$tH8@na0Xk3)W@WJ(5(Qfp6^~Rq|y3kr)|2DaVZ<>^!OYJ?`k-R{h=Qp&cpDm+% zHlNM%Y4OQF`3n-IAuHIy#>vH3tK2tJ?Qon}q_?z|zpr@i`#G5`DQry~J6FYY-MIg2 z?IXMsAP?l%VH2ecmo$5ex%r~^fqGfYQ*M6LjCN9>oYkBE!@k8hDL@CVd(E4%M_MP4 zFoTu{+}vtX1=5&fvRAuIjzY^4%4{aI#Xy(LsUm62h-`;WUEN$RK zdFCtgfG%bE1oy#Gew)8=RXOlTNJgCe>whKIW=gsA_aozkhd0Sz*pp=4uS~0KyMQYc zq5tN~oKqaMJA$w3bE+XH&vODfYS!Da$p82PmGpkE=zxxdxibBNn;FIiv_AyoOTOQG zFTZtEVDIs|Ma<|n*zTSC+P~x;7wBp+Qo(@B_uwB5b+8e=UCAyN^d?^DFC!>!bV|O9 zlv&`9%F!`9|1WX<}{=Lu0{7X=radv=T~hI z^Bc4md>BM?{7K3s2UdOuGN|O+t4MwA#;$$ppJE+h@>Ta8Dpov6swGdQ4*S;pyaA;! zp)fxUeo7sdgJO^4t019+px@X2c0yFUcfPl3ZPk-~Qgv2b1-C|R)w9cUeq&Pxljn=R z(C=+=1677)-^p;6kN7X|$Z(nYSOEXi=L@|!?(W@jG|{VG2ABnYh6bJE8QV!8>{0Fn_z@60M=NZPE6LT95u%@{-7=QTDCnmu0RZYGA95(V%mNT9?;)#{6Km2+ zGYU7c#eNE!d53C9gc)fSmsXV5ERiO;_w5$NWKlwt{+ut+%5m*1nmgwJje!QowXtaK z(53VTu5I<`uH1_zL%8kRD9DDsa1njV&s zhAO<}xHPEw%&O5fGdvKpt4f5GS%#oXHUOF}tV!&~|IyFb^5?;az{wFI3RN42W)s~8 zq;5q^3YTd~gepJi4tbX6CLKST+GujqNSnptAhis~#-@4Rtf@iamsd5)!-C8$u2_Oo zopYa^hlcp%Fu^20s_MjR5(9bO5Y;7t1p!X&S5reU?vUYk0`mg6*n2PVf+*g1H1$RZ zoZ>Ap)xUO(k)-0jhBg7RHh-bp|Oi8Tye*ESGU=;3Yk#=g_CJRNVYta z@|cvz5_rw_Ba?k9L>yckbSp+FDlRj{Z%k&g>jzpGPIg^825sl?RJT;4G_(D>RMRw3 z6NV)uhHQPmA@FvM`I6vt!qMk8{@)WSwdNW0xsDpX^T!QY4orP&QW*4~z1MG2ltl z0c1ebKxlV>LbXgWIo}6pu()%Syq)IzTapi;BZiTYaMshpoQj?~-!-IxIU4obCVkL8 zgBlXzUvp`XmFF5{>|e8E6~!;Y2u~s+`_{rm=Iyh)&9=ISq0Tbd z-syICM!V9&9ZzNQeY64gvg{KEUD+=}1>nwO)r^GlH~;R81)MtMi+w;$a&(`Lb72fE z1ie|yhP8POfTfZhOwnC)>hbMIgwoIa2s(-rc2`cFG2Wr;*lMA-Es^jbS7X^DJMM5=)1+Bu0x zC0|)X`4G=hupaD=MJP>{^ER8hX8TeP#uaI{Ei7$5 zeo(s&RE=%BhxX?${5SCPV^Eyz_tE?WJp$;;{|t;?%NW`L3~VSCiDRLu&znXQ$(ADv zw4!x!%l>a`RG1}DVdhOlF_ix^LD5{ZjV4O2>I(7loU79IuhHSeBUb1Inlvrwv!06r zWTMyK`KHy`%5XE0BRKMTL5yMvJ{I5Boz`1?Pf0Wa+JZiujPGF9! zZU#tAa-f7hi6svHvwGc-btDCN8w{j?wY4SYb8IsaCEGYAo!;}L8Iz*=eh4%4 zR>`(%qVrzQP1Bvt*c$tt{!bP4sjR{G`awxVtdo2BhX$<^%b{FUVs~R}|N@qu;YzJyyw;FZo z&ImU$mLXnON*|^1JTifW2K2!IJibdClbEPpW}E>pZE^-b)g~uI-z1UCMwPHW+q|6oiI^2)AUB~45ltxE!(?`<*YA2OtnTq^@s^Me)7>4gM}-vETO3`<$B%Wi2tUtGBP3>8ew;n@Zlty5{O-#t(IxH9~l0O zOiO}RYFbsyPgM8`{;|Bym&CC$Hjq|XhfeSi-2Nk3arI92|MhZ)ED019+o_9>SCCURg;s3S1pqdn8wL1OMg@rW(nkVN~rn! zVKO;JUfTcl^~E$s4-xBXTWh?r@f=C~T{uVQBNd~I^PTIfI8OVtNawDI$jY<-{;Mbw zwLczN@`INu!aAXx0TEw{&%*6)p3C;IpU5psO(zeF#WQ|%T5x@(`a$d!=*0fTt6v;t z)0-RM7C>To3%{_9fSW0S@QkQE9Cc#Tx`ZT5s?0NVvmr3m|BvUzXA_ zx<*~bY~cTMX)3q_N+wi-scnYOTbRC?UI%i5L$8I@#gi59h}ujDI>9772fCXgVWzNP z>Rzs{=#OS5?iSJ@eHItKr{^4sUXzA~>6Z?V$R=Qn=CTh+alUWq#V}_pxpp1F`foSY z$$xvgaLiYl!qB^`pavEIMMnN-jREj{+aiI?7y!b z%?m4)p#A@{%eTnP!2vBxowZr;{@fM#ja1U%_f6i9<~{-Se?;Fto?oEyld62(IAl64 zVP)rF=RuyQsh7X2(k@DUnI51L_q)Jnj#}+&XokR0Tgf{so_!rAqE6M!zsuTQRpQx% z=nU~8sL2;s1UnP6gc+`=?*KVJkwTd95tRs#IeV?;b6=UOirY%A^}kP=F_d9rMBe_G zLre4})6gOVCttW%V>5c}oPW;}|Xn1h-YoNMC<{S+bpz zWDft9H`ga${Q_0#4`4rJ?;_KM1&35UZMjJv%yG@s;tqwo+C4N$d?wZFb*w)Apz(Q= z-A6no{d_4aT#-@Z?L*PQmS)b9FhP(;ZebJuV|T&37I#KCus}ldQS6{w3YZiCI=(;2 zxR6zYQOjOT+)JAem$VRt2WCQE9Ol(nTr>6u#fnoh+y1_w&`scH^b+Hp@y-mp4Xpwr z8BH+N6pQAfyi5qH+0>p)@ijo2j1S`aPwF5g#0S-E%-y&InaIE9s1Rq=jy4qM$8gg@ z3epMsls|V4bhPnu$nY{!!c~Ee)!lG`LKa1H^*Gv;Z!GJvHQg0~VzSZRzwHAV6|_yY zCENI)WNI^1TN#vIzlxN$O}}mC+Tf3(R4sYs_*L>Z&ffeTKH+9MWtAMQEtTQ73jG4n zTC}xrX@S_hoxpHk z=gx%(s>CtF4+?a{k@Rfc342aQQCqr6JHW=d^m z&pNwyH(zU_(q_3ZP`NX(oA7CTR^S*Xyd}LD<|V*)v?@_n;D##N`en-tfhQ2JR*-$$ z!d@z_nG^o}H~NVpz5rUqGFedWG0QzPK+1bfEZ$dUM=-@tlOeBN+qruMs9ps={BP@o zPYF^gu?i3&qEVM7z5KxBk(-o}G}^gK!pttowwQMAuQXwNfF*v(8j=JHl4RJL&=;RM zqZU8)?JlHo#roG*Be@rJyN`z|Frk-Jm*o*~7q_Q)`aDJ%YKu|8^*>MpCX+X@DV>B` zVm4W(fHGdMt@&7HW&Q#wFW#c|AJ-B<6>1UTusp5^AvH_=_kqBqjM)`D(?Ve-I?(x3 z5KkcL;QoYDrbzH!fI%%?$j=*xa|F;^G#;{)bTT94gRK;@C1$kYV`?Flj6{keXaF9O z+VEOP&x{%a!8u!fWQ89Z0a5B&Y4xK?FbWc=tA4B@D)l)eA*xnzKDz>c+&m7-i0o$b z!{cleykFU*@d#-O$4uh;k%JO0tLbR&xR2Z{*OEeUVN`g^L8w`FYT?@sNr(!VrR%vL zQzw#c9hO<)RkSnts)E;h{R|)`6jqrw!+dL`Ru;#pb`bM{Ewibi>bJG(yyFV6W!PR_{2w~tIq3hCkQ77i4 zr+8-yg<)5>yIkS6Q%#3tjq~cDsXkf#-+?*D{u{Vg;s+%%1u(Gk&ndqA#{dYUEBEUz zFzWW@mris=al3bwW%%3ZX1P;3Ng(Oh8f}c3KN#@cv1bXOxqIHv(8}2Uoa$(sk8Kc# z;7+XDfiwf%#Ly6GzjhdvN;XP(~rA2khiB=g>TSE8mrx_{%QA z)cS77HvGRm5wvJi2D;U8eW-XF(YdOLouGF`KB0V--G(=`jB(nUQ0joYFKQPt&yppNk+dn^H2si>3mt>e`r zXYZ@WJ`e!5roX3NU7xnoj1ogO_td`2L#!q!TZOB-&!Y31AXfdae)+H*|1`7e>jChd z({4@9RCnlj!=*$7qCU$VG}t3CIjw07HQlOIO8gG_<0Y93Yr^p>+x zL~+o!Yy*E!z!4IyoKUxa^?q#Ei!cMD`*NAj7p5uiAn=>lw}ZG# zfi%c(H8nSZ0Myljr;h&~=2;g)_@{dQ7Tu_wOMEiCBkH&=yUuH z6T4Gt@xH+vr~UqHQ+pTvnj$V4>nYR)_3LZt1HTJ+KOX3E+8*40R`sO3L7B}bvQSQ$lXW^0oCz-5x1hDV>wIlkFK1=2#-Q8<5 zsP*|Dw3o84W<*Ar(ZjsZ#Avjx$kd8CH6qKhy{(9jqQ=_k7NE}<1vKHK(R&leOy|sM z2JkgRSCh=6Z2aOCz%U|VEsfUP5x;Zwz=Q!jhr-A->_A;?$crIO-9tl<&!r?87mbX-Lai9a&$syie&Ck=YVYZl|!A zso+>NH%LTxFlx~}C32F;=K-*9&f9>t`ikSZ#i6`Y2qI5`5ANc>GTNTkR(?y&ZWbpy zHzhmAJ+Ijse&z4<7SA1eERX1+n!$&syESUij*QsInsJT$f}5ctwoz##%>(HeW=?ApsDf#GAMZcK z7Lpi}Y{{3*w?*OQ}x#pv@x|y0V�HHSaDbZ%*i3qGFO zWD?rHYl@uAena*vUx1A3Zi(gRmHh-E5ezT(qIYG8J5N-MeidWb`xt<_l^#8Y-cVCV zzkTe{UNDLt!Z{GH%!T0PTRG#-LlCPU_dd`4LIxLLZ&))brk###6>`HL4vmKkq^3?n zHo9jC(9aR-ewV`^wcc$G2kSGa^5$|qr^OCGG{bAc%7+nGyg}I-Pz`QVL-$#LfuY6A z6{gms53a9LmV2?LM?mIj5psoLmdX9Ii~?z4{4X2D?`tDR$H>kpW9!Aw1%?qsro+Fl zK*bLPfE%-?(PE)oD#L6J9L81B=Mh=!VLh|dlcuKKB0eL)WnoJ$Pk*>fZt*Uio!f!> z`;~1xd#rqFI&H#`MXXe6zbT;oE4^JSX*^={BJrE=xB!$z*AqBl8>#RfV-h$mzKH#n zWL$?uHQMy$Q|Chd>yXeC6fvX`JCL$yDt9nJS4#SU+{iYawM3|}*d9p#yg0WdLb^u( zMN827h>XHr6aLSf6xY=?Y7Lx40N%KPX=5*DKt=ddR9D2{|CsZt4B65LQie_CEPH9o zQ%0!ScB%;yv{;efQ~$4fTJ4mu@rVgKb)7Iy61^!lfzy1HbSq*oXTZEzpAMIi%7mYR z!EHM`Jk+OtDDvf zuuVEYFxMD_iPtlDIpDg*zvjJi@OCtm9Y+&sM6$=ypZr!_@WT9>(UshT3e+Pp!4P*P zi=jx0f&g1*s8eJOH<}1L=2;&KWzajU08*AsPf?lt9CKc^oil&1HTYe`DWM$F&S z9#qjTVEh(m3a!W~?uJxhvHgE>#HammEyp?J2tEd6ZgG>hb;k3^ z5n4pZ{qIdmwo~c@AXx!joWz=tB!-7k>E6G=RxH(GeGI@CoYHP@q?R<00$e8Ciz)ps zhIm%sqSEg$FA;vHVlxG+G=uF(_i$Rd@Y z(eEF_1q%7}?GUN3pQ_7?KDh6-`hP7rOq9VV`s2rxQ|7GCO!})#7S;2aJOc8PCE+w|TUq{HL5^h{#ksLt@Q096SSt}vY<8Yj z9VFU~Dy)2N*1)OdDsV^%?4htHwu`Y_cL07qdO6I#ytkd(tc{TrQx!r!_jl6e0ZN1| znD>AWMZ&%+$A>@m;Lo4E91WWSvg&!J{HKv=LbaQC&BNI(9zuZ#xMs(GV;LD-?z50j=6J5*ZmZfDGbf(;Kh>bgP792*Z&(_xG* z&+ipG2iu*P>AI3Mf=EF=uJt9Bzs659{5Wb8Eqh|9xPaC~sb$|}Y>W-hXPo0X+Tv=D z$r26v2pfJ>^Jd@xekhIP4PBx{O!N_HQwbTJkTSNt{L0+0^P!C80? zm7jluvAYd*k46b>?a=W8(mi)9}wTifmlwa&idaG?K!mJUn@ta4vu1uHr#Q01qDwx=H?Xk&5Ag!X> zFCDVp#{_+M z7hG9Zf`h@5#nQPVNyFCC@Kk38*)19FsmR~731TMU0CNWC=F%kZ0D?<%+9y)U+y-L9+v zfBX&n^@a{BLoz`Gx$!FlbD8R;IMz>_RhS{gl%ye1?d_s@r(YYev>hr}4bseB)71MK z2;T*?@_YvN-2n5n;CqR1{Gr~jX`XAew=tQ3dAV0O3ud?D2G|$?8}Fn(vNNAzVgjZR za@0MxP=F@Acl-_PeMGLqmILXcxHOzGBJ@qsk^xvFqjw3+wVue23TIW5LQqHxUj7Q3 zw9djTCok;Ez4jHJWdvFEee#iQ$LmAA6zsxJO!LW+`s6UiK_zI22PdL1WqK(Xg-M$y z-H9lPGDJU7A&Sv>v1P<`v0V1pV%g;HnO-!Kq$1~BoC4Q&WXY>k9NqY04~L?5!y`zU z(L~;q`=`_1Pfl+Vw2>hY!2IYvfRN3wi-G}733v8S;k1RZ5NzZYVyiIP5HDIT5@hET z*@U=$^~ppYLYzSDv;cw1xWe*@9Hb?zRJLU#;;WNueb7P7BI!u-kJ%(JZ)}EQ< zwd`4`D+1XMEARSJ5`!}~%cZzU3#(ta5=|@-H^Q4SiEZ1_(d$_#o`z7yTACXNJ&njO z8rF!%y{*go#NRE@mT;yT`jWhw8}i)Was?{g1f1??}(r2pUQ` zoO_$tFuXC7;XAD!ZMDeaUi1EBbYIeBv~I~s#4_C`H+}Nw{EoJurLUaPmG6E^ zm!=JT8=F@1Bf-;5Q7W4eBEj=;!jl>|Soh(KrkZ7~5N3@JmTtA&oMMfiP5$;}4W;|~ zx8M_uAFKgpkT4RdpMN_qN`CoU63J+iWTLWs=^dj9&G9*hMyL#-iJ*PDMsQz@RTH=2 zq^3C%nIH+WhYy~4#(jrGB62jztbN5-K|@2lB8VR!>iLceo`|p_0jZxuyT9-ib4q{7 z?QP`4s3w@Ib&tpL=;zWcr92*S!moh7nBizebf!0XHQ;Ka``m|od(QYN%d70Hm$EHrH10g~l+nOec*c$8XaG!6@MvgU2X@|Cj**RRr{-Q!)K>|^jstU4;^a|t_Xlg1utk~(&8j|G2=FeO8#^S!W`$0! zEKWsBs8~F9#3aziQ>Xhe7gHkEq^YOH2~2%Jqui+4%$K1Ua`5I?QU>jClyN`=y4%w( zrvU<|-_yd07y((DDg9+wsnyLi0UTF3q9rAR>k?EY`JSkJ7-?z5wrbxjOA*mq%5$Mx zXYXl=KDeo5tNpHmBYTr52a*FdV?HSW3YdgQI<-W1cOUP7Ho3H?BvORi68bdV4X`Dao^FcKG&kozsKa@OcH|kk8jCOj5^=UK3IT@piprDxa)&2# zd1d9M_(26o{hok%{GcPnf8vg7RM-14OHHa+x>#B|HV;NBs8sF=TMB3nzr>ZPREVc( z_T!WuQT}Adi58UEWS$Phz3R!zI5uVCqqEA8);5$?XnZ|HsT|2}VP)}pD0K1juNw|R z>waF8WRu_YHiV;4(L|es;sVODxtN;laIIP~8dY_sj)^YGDiJBk5zH>4esZ%eeC$HLoxS=T40$#w zd?LlpD;^;E$(AI*azKW0}h@(3s4D@nn^Qj77uQI7_}uRBMa7DHKI z*pM^=UI)X>%Y!dFU=9wZZ2%;4gz;4a4hG*U0z88#EC=&Cs&2aG&Oa~QE`}K=r@p~F zqWXtLo@l(rk*{sz>V@Ov69p>bdzsJu4R4cF+J5Fen4I5`g@Hk9W6x|W-tBVFf^dLn zbw*hG2=^*8cE^~ozVhzD?QJ+yz@A{3Ja|0(I}*7M&_D9ExC1iu9%!)wretPeC~FBg z`$7BZqCyY$tzY2JAA|GE*tQrVIR3Amakb%~KA=qDug?(_0UClxh9fav*J((G_m!J# zYD!CnE;J+8o?9!TAR>`9rppuG_ zA!+SZ1l$HyeFXgs#d=c%sB4poks~d@lmtkTih+?9{E7q4^mSb7;lzJ?Dw+)%c~^UNG0_9 zS%IZhk}t5xZkf^YrP4mVSK0crN+1=-QTd5-V6&Yq?p_I<~bOV*@am}sKaC4K9ITdJb6r0avpOF*1Es9%R7YEzQ%q=t$|b5fhVd$W>HDJnrF z2_L%KA=>ZZ*8FOrP9-7j13_`RJDw?2(-dO_fdonRK>10#x5LcwWK-A4b`9Y#z;}%b z4G#Wuomj|7Xyw5T`Kd(v{b)G{}K7WMETrJKmhE27~+@Qk90nP}>U``dk;(Ezdy# z5T6TAt><3=$(ogEp&@>Y*88?!gYFuucRSV9KT#PPdNp_5tP*X|P?sh9Ygbk!GTX}s z{mdhO)xXlMk!_(~<`VA?x=2gWUHW{#6dM6rnJ1se(@-d$+(rD>ij#|+A=Yrpo4JY` zd>7~hU7ZWiI-)~MwJ zZHgk2R*80KS_IJIS2u#lBqOZWPWl$NLOUG`_QauWKXz_~U3h*Ey4};KJX<8g%sHy} z;ip&liyz!T_spZ6=dGf8d8!mzOCBiR&CYd_F$(5uqvP3{G4dBAMgekXI)R-! z+_v5^18;zlj^Lsm1};5$-`=guAA74pBi98vNo+0s@R1Rj^hp1 zcU;#z9648s-`8sxqui6LR`&|DF$UO(=-SKHir?0!yco4>das!ez#wDfXztx};72Ma zL^zt8v_S$UOaZKPSk@{_*a=z=PP-F!Mn<}2rPGL12 z!9#T0-Rn5=w8tx8bBwoxigV+1HlSt_^ zO({t4_+l=(HvYK-RoXe4laxCmfRSqvrUVkHc-`ou9Y@p+*a4R4lh5!kEaz;W-d^qK zv@s5(8-`Fe^`&>;6h^n~=U;mQ>)mC04c7>jHdEakU2ld;*ji8Kj=NttoTJB3_Y?5n zL)&`ucpvkmSDdks*vn()BFUwwuxPPW($&YQVl`;0_e_WA-D=&QZs=m>{cRs zdof@Mf2Km*!n5YDq=5tR`~9p^&zgsNuw8@?J}bvc`8hMa$COC7B>+zX!Q3IO_^e_p zm&_PlT|0aJ8y^u%jQekHLm z3QgX|^`Du;#M-=kJ{bd;Tb_U@ZRQAIn|ul^jFOLLe?a_;*xwADAuGI>zkg z=@knH(x39|{G_vmCA*JZ z69DTSEm~6BxOKPW>6q&{>Qbi|Nk(#1MQ&gh!@fkOzf0~$5g30Y;- zm_MBF)_(VXp76=m-P-x>`mHcCCIk=(lodB{qS;A^ygbD$nVRKEQDDMqm!wqCTi54m zRJt?8wwRjbPLX3uY@HXIy!?%}^9_a5uKsUq(Mrr`RXY@1yZR^6*jADseJgke%hp$< zV*uV+!7E+1K7cb!f6r>7S?p3%LJ?+D*b`+!Wuu~G23iydeUOm;Q)U$~?*p%o4C za0KG=LLn7|WdGtiDT~W;e*8}`NQA3p&_KfQj`WBaZpAcGJWcXwLP{9@LUBB~A`?*c z{aTIZoci~b(2K`24my{#%fnc;2iBAjZtYj8t-=1|x7P0z|;QMdCIP;IueZaFu= zZVDD(A_}-pa1C_>^Z5(M{N#o^rtv{IeIaB12E6#7Wqyk;20}6nukgng43hwdQO6)a ztU3Ui{;E!6BzFyqIDRrwE>awRMMnS~dDQvBcZruq4wH{cUVnVgQ zl(z;gE+}Qf6iTbbvMv!R^8)rL>1F>Jk;4?y03$J%BE)x(k`6FpFtjsjp~wg=Y*cv_{~1)B(gU1L{Rp1!0?gD{0eW17<{3C14kQZE1Zc zneWiyk3$PH`anfpkNF0U?QKOGlyW~R$sBj8>fjWF4=?u!$<5HUW!Eli6znQ<9SbX{ z?7_N4G_y*)KrwRQz0RI#*urGC(g$}qVna~f_U4YG`zs1Prs^IXz4i6>E*gJfRk=U7 zEAIkcWkGPy6K^u;wVARREkXrM1dE1}rX&HK&N|%s2OVWpQutBqf+L#aH%+;;i%w^1 zG(9+M_T?y0ZT_JWd?SaDjC~F z&wmj9=D)^UppeZE0;r*jW?9v%t>eWX00PFV4qR4o z1tZdSHjE~M^^e5+m&Cc}5JoHuy{ArdZW}4dx1su=P<*)iLY+*#*?~Buta<4zoI2H< zTDl%nEa7!ml=vIt!}sEgT}w2*c+SBI3r{HkJK9xE#Rl8Uhjh3H?8FTK48Z&O%v>?bHJO@FZUSFIDv0 zn`rPpX&FT6C;35 z66(+ldrU3GE7ta7^$GF76bRRP$^q~3lTT_?;K{LyLw@>sWJhnXSKL&;FXX4S>+^(C z@uTAsdB$W9Uv$i|So^QT^qa-0-M^l?aLof{VaHf9Aot zI5_a~WnLv5oXOFy=CBel{&g1}kU%S~jCa6Xs{M19)rBeLP4LZk3ErE^HxpwWDR8iM z4A%s|(Ig&TMTxMCcN&#Vph@tzapwvE^#qeVwSNUT)PFG>{s3V8SZ>BNgw|z{m~VM^ zVYZW&58pVN>>X;mNztu$A_S(?p182IWIDO+bFaiX9!@T^ncXBWh zP?#fLqdR!@O>HrE>Gz6~3A-GQPaQFLA%*yVu?c%%&noo81ezKKwr+YwU**lSxVK%| zI&1ev+jw~6ryGp>;1X~&U;uihmsX<2<2r(YDj|_AK*B@q$sOl_Uo$ZlZ!vy|H1^~6 z6-q<+4IRCbP?pH={|EQ}!zI6il1RsLny!Nvdmg4OKbGBr_tXPka38J9v-(HeVU$_- zo05V}KzLf*XnB4wrnG$j@K;|`%><*mrqeBphRwQnOrF8w@e=S8wBe3gKMry zgDCEqwW~ZHx_oA3FVh>*i#MU0&U{2SxMF{n>u*NzgCI!oJ_(ab(}+qP+`NO?#^$t5 zek|^HG%ea_6V zier6pBxyXc_Yzjk&{Yjj{-KbP-;@cO**E>C|`oHJfLHa4LBjq4XRY-#7k zo1o8oOx`1JuW5A^L!M>kQDOOoOT&qqyp5`0dQv{tkr8(L<=aoX87k#g36%&YUiu*B z;rB`4%Lc6rsc`w>l$-saMxNMT{gl+5eiB|P>Vw13QiWdgk#hX}hxBeB6eJ#o*zK2V z|A*{%;HTme_f`DCKH+RUdjES290h+x)C(Lgn%|)+Yp41gA^r-CY6w@Pv^wF^>P@(o z!qe>)48d=gv6TY>8EWxa2rT`%*@N&Tm`+JSZ_C{O+#A30Suo2_K%pwGL?2X5P0RfkIzs zH0V`IBt+9mq0gH>0l&$=ABeWyG2<|qrG*}m4UJ!BkNdSKRoND(M28A8%6+i29j34D zd!%|ks-GspkJevX-vge|t?}_M?*sfv3qq0deAevGh~N*yOUqtQ?ChdHxfke5E4y%# zFZ?ZjBt69`r!TE^w0Pg(bsB4wMk)EAYg`9=nDgOodzJ{5WDjH$28U5 zPIhPN+W&!V-y8fRxm4b->(K5O;>~46_)Wc-pbsBU_=x{^z3?{;^xqX0Z#(K3yZlcI z3M29azXq1Jv&^bfOOs+aT8Q_s0eRO z6wv(i&C_UCp4Llx|2Li&shqDH9;~WJEbvj}&wb9a89nm#6<@^P8OU69yNBuCqfYJY zyK4d@S!l52nO>YE|Cs2 zL-{}!8>9sAT37ivKns<-CyG<~T{fDa>5(d;5)Pr&0`)PNzCNdo0<|Wojbh)Hnj?+<2wM;1D#JJavvWn%@)?HmDk>A2)rP+=a9k@T+Em zO&<~?08La46_G%nkciG5q!EmFghdpN+kXgPj8r-5Ou|7+Qc{Lk2WLHaKy}7UH$t#z zH$&_WPx9k=gsabzVs0(CW2O=z#*09vZzK-;FUZ$7eJ zJn82-P~5wcFpd0vlYV$;z^&3_6;SjWgJbmPEO*i%o}`F`=G_3w^mj)LxxPb#_AwR2 zbQQz_RLKg#X*6X!RR1HjuLc|wplu=;AqoBKkIdaV^r<*>63?^T7OpdygJUPq(8+3fBk~~I>3U`t%UPsd;=w-->~>??T6-^$I+1d zm}5bJN2Q^+-ezJR?`)^HX}FAW=8w(9AYR9!h70gUwN1P=io3Vb#P%}YVuScM#;;A# zt#jMR{ncqOPRGi7HJonA2_*QX=>kVHr@HG-%cb8?XRDIwdGAajZ=TL*edzY1J=2B# zI|igLB!~S~)91Dkwe5(!Y7C^>Yz`r40e|TP#h@eS=#Y8vK;{O8eR!=$Otk+J{--Jf zpKaXkde*py4w!mIm7PDWlA9>VG%%8#tIT_~%(T21#F2I4T>=-i8g|MV5-Tr^je&+$VyP6eb@m2?o`1T1xzDCqt%Nn=Re?XUU?c2*@ zjVd-DtlkfBvPV9O7>6ee*#COK6}_=DJ3EF8e@JFMRWvlSv)u((#CDI{_dWc^+Sdm1 z^k1Q4n2b;x+3`SFcD;!-^N1?>&fvmu`P@IruTK?A4_4*_1Zb(-VRoDKYz&&m*~Z1398( zZ38vds&J_=+KVTFOT&yzqN=D|@R{=JCa#M((Q^Kk0%Bdx>Oc5(1~YX|bmw40dyN{8jid!} zoT?`{J$S827Y0H%B64V7yhVxblytygEac0NGEUbB(qWv@8iZjbjC3U-e zaT%~0*GZTxcD(%($baqUvg(ruBHe_J9BPKPAfSDwi)T!?LypPe+B(7_-DI^IVb(vJ5d@^nI{%Z(9H#Zr)1q0nTu&^^YHB(M(;^8P&+?U4SX|Q*Z&}J>t1v{ zy}%?=F~%5Tu4=LH{_3NbWtXKHnxCIroX+1AuP9jYYM;HLWL>`C81)BK)^hmi9e1YW z5Ib_zZ5hqcCqd#nQ^ts0bEtv8ilovNFG!GpJyT1$YB|HX>bs>AHo7pLACK{|3%UoH zfJRK9ei&3vXungJJK-Z&ja8p{KX;$L5eVpWA}##jixITEr?N{2+<`*R2+%BNqt-fc zDB~F#i#pJuRqYz$KlZhR&HP0GE(b1~K9GwPp_#LMB#Mr0uN!XQ=5=qys|%%4SKZLY zirIwLY!b!ma*b31*(hs;#hM+1F)d@%c){IsgDSJ$`wyHjFF zUHaJ}>S@p($p;3&j%|2O#kM!)44BFL=?68)1Ako_u*9o|Z(tEP13QxNj8fR-p`6js zPO+FkI>SgpXJS%>8d}@F2*&EYGfijq$PJ~TIr2#KY;o=y^CHcP|3ccB!l?iCV9HnG z4-6TDq-)~bob&)&p<9NgRB`_5z5js@F|t7JDDykDU~8%!W75Awrj7X?PEl=s z$Iz4_?oca794|g>Hqpxv5vaQn#-Jq_$z(c_UouM`nKTB8)Wji@-wb0o=ofWjjWkR) z`(Nh|KDqU1-~V}}C;!hl;0#JYRCH>nM;t41WKQwd?x%-7-u8D#MAp146Zg}tt z--kh(96os4m03CBC}h><_Y6b2#1rOZQU5$Xmmw;Q4*kbN=1<4WG(d?lWu{y?X*-vh zMptcq%P^$gh(@FauwS5Mi#Og^8N^x^4nWpxXg@!3TB`zrz8pGu9|XR}Dd#(?0k1+PI6ilcYJ(``iPk*ch&FdL6NzNBhzL^rHQesBR2xagjp< zt$7^lA-dA3r7QDIlLds}+K;N9NLPe|2o4Rt_g7huYaUUUk2Q!R7TYW9#SwgjS&{w) z=5N?SHVR>5-?0#I9Z4z6|YTQL)P zJR;NJUWy%a&1voZxg7L<{1efO*?hacWTCpZqU=_pCRvs*Now$=7Ft^ z;An|)K{|fzDgQ~jEzr>j;IpXpk^FX=Gct!mz;3e|zr|0>96}=T88n=ZLYM&4^nosj z=ehdv?;z!n+lo>APG9AG2DuTso)h!r(p*&n`jXx# zDKs`#{#J z55(UIbd&Q9dx7=xG}bYTL$ZyE>6>TblLln%vaE`T+Tfa0a#JRIclQnS@#Sxw@2zat zn$Sl)=`TaDjNkcu2KlAWRmjc5r#0KQGATXiuxrH+7=%)|2BAiwKDK}Wt;}UeNn<8Y zHy5<|~^c4~5EB6monS0l-=1#DU$zWOt=cJuQ*9uRb zOHlKtzE;9Mgl#wyH~A4uZKLsh12iwwu?SJ0#joCgq|a zt;Q=(HuG$OV`Y-tRxea9GOwv!p6(WJJw79$&+{QZRIv|QKJb&f&W1Kt0)@Uv$7bI#9P}x)=iAtiD z7$6aKQ=*3BH-+TR<0BX#^(bM56iJJ8CIxoZ%k>|%zBs5n?-L{nrJhQ1cX3W>(&i1AJ% zK|tMNXC2+s!vr~w;JsQqBNR?|?_ zmoPko{(|#f@FDDie^lED9VD~D zE1c{V#fQ;#>u)g~N>Yl^%*hoL=4Im@_+tNy!4{bdi(d150W)`~kfZ69mBZYaThk-4 zzCMciIvL0@7rz0J8GYlcYyD^5wg|hTws+l!WYNnOX~~j)!7S40!SfU=;HoMOc|Lrj z_b-`R%n=j+#HS(=g)*xM$Gf{k5mqZf&_Nl$jci;!b^pA0Ol=(}qYL2{SMxx8eSKkp zLLh<6mK6UxaoJ1+-RMbYr}Q?M_j)ujS4RbZwj5R4G#0rXAZEY&g5^!+7l$q3Pe;sSs!cvpJ>TT*gaEO~37#Mr862lhg#boF$wT%r(|55xm!c725x# zpe)(MipWq`c#t3{PO{%eT-D+}8J(eZx8-PrUh5EivN=6Ov+IDl<`rN|!F8|%`g!_> zfi8<@B43fQ;X`u8TPc1vg!s3iqmlU}4plPQ$>(<}fYPqlXZ0~5P<|znG z)SoA_5->hGY(~>bwXHj!wsE}SJ(AJ#obpZ$Anw(xf8K(P{jkz$jtblQpI1eX2nZ$j ze)>7Xx3W$Of=ubA{Mog;U^O&pQ?&km(}T>SEHk-z;+? z8IU4)>aDjtw$0RR4v$AfpA_DjJ4DW5M^9o_D1hr_8p!{kEG zf+Ti|Nk8q|a2?2TUN7x%j55=tYR{tN*2o#N)I>a36!l7KPRlU9y!#mAF|2mpTh*Bj zP{T{*YW9;((2rxRM+R7MrYXefZw5vz4kN_1h(ak6=hCN+Z?DL6BZqlpjz;%g|9Zx^ zby2=W ztnAPCBTXv3e-218PrS`4~S8b-K1E0liT4I zV)nZPO76;iI;d{ZBH4(v)>}8=&$@Ez7_>vF*~_h#H(XSM!dlwOTPokM8K!*fn75EH zO`@v|HQL>W6X)n9SJfXVR2ljE7ySB)Ym5c>zng4#KHdu48so>Wo#!O{WP6wGTkjZE0od^53h2l-h@#lw6$+oeK_mA_iFUOhohnY@-tD72*zFy$hUzi&s zO}iP6DJ0p1iG&Cvx}MHUKPaOEk77B9%|CVqY05l6J#PDOL(Q0TJ?e8mFHQ}(x?>J~ zvyq77&RocqY~19H3P}cg`WBf{i=CSB2Ics_g^y_C@yEp7Bk|6Vt(n&UGig zGmDaAq^^L0BpVd|76sN)7aB=(B(($93}!zs<@gn~tp}<+%$3v#M`kbbp_E!)7ptd_ z<}z9+OwrL6v+KmNU?-iyLrYmjs-F{AQ=WAkxw!B!w*z`FgtLmN4EC<$!O&Lay@*x; zgML=T{iSGMwWIAf{4tvOtL+3$sgH`#oFPb=o1XKp*m2qp*$F-FWed9+UR}F}il^rD=G>_&8WEwxP?95sV zGMytEA^%XfuM{!$UU!us1!1X{zp)P!Bj|C17R%*lV09r++9-DqxoFN}8lmb_{+e|Q zePEP$?}E6j2#U7X#;T~gk$}5TYY;0m(IkT$^oVSjCW8@R-c4lSxXid(4}5g*JE}= zfpqm@FesM7CzR}+q@J{^io?&S`X1k`ody3>IFgWph4uN0S3rx{9*;FmBMAtn8DF)N^k3h6(Ln%PZEW>MWjbA;25Cp~!%8L!j_l#4B7t zr4`4&1MfYq*gd!^?NF)X6FjD17$qo&ECd;H2Pm$8jYuI!LS7eoDNo)DD+rk5LP8zO z3|w!lc&QVX2X}Z8C z2ku|45ryDHv~8<;>1vg>%>@Bvwl&uvywdVbBY=CKNzy!bXh9G`YbOkildRA=Db_!U z*N|J@oGvp>5J*<9^%+^=TYs2}XoKfUHz?VTCTn_Tt*Wy?WVC2b*!D=(ynh|$ja`f8 z?QdAHZDaPXo%bC?BM7Ep2jD~|0T?Z88UmA2R*k;znlzt_f}H6A`MPlM5F$_nnQVZD z36O;7FS#~|@^AOb9{8b0E&2NA{H_5c<}1r+}w4SjKQ{)}UxW zPEHG!%FvuE#2?@NDmKJ`ga~-_C7fqAoZ|u%<*Gv4Bk_}>$=<+5YvQuX5s88j2wCY3 z@n0SU&Es;zI(KLpGPE*3Ju_g6Hn4&eCl5&f6)YvVfBUooR6ki~W%MKjYSoIPaw#fo z3__Ur(Yk9r9I+Ht)LRA;rgjFU1;WeZW&YLcj2k;Ll7WAseiFE@KoS!c=Oc%CP|$Cu z`dulH>F-5hUugJ$sCvt&wxTUsxWx-WOCh*h3j}v}cXxM(Lh%N7w<5*0KncZL+}#Qd zR@}9?mUnvZecyQBznQhyUSlUC=bU88oEmfR862k@ku}ENl57|Y^;sxoDuPDZjqqZx z#Q{Z;NzTjf7=N^(rD?{-+Rtn#GfXH5E z0dMHu;^qM=Q68^N*NFo295FS&i*CpIR#%ru8&%4tcRvaJ8sbA!gj~W>x=YqQ*3lxd z&mXwRb=Q+=Foaa*5$B;P z{uGZP`djKzd`MU6i$D9IxGnQbQvECSwE=TFNlq}BgiMB6fawogTYdUHK5WGja~$OD zg>32p4J1&cl@)9XDQxPh|4SDmBUm2-ZR)D}OUJS4wL%-QfDn71$w*ZG5YSC&XeRzd zVDEna`z2~ofUz8N7y2KG2!E<+K{J*+g8bQ8)vOtevck}=;ay$M7F96mwB#I;VSviy z<#^o?Xsy)k>~0*?|O}w1~A=^C|@Fk$d8g zH+p6PE$)Nv@*?$qeb>z{ZHkH~w$^fS2sPS)_DOW=)XTvG4V zydIJqgeliONP5lBk@;oZtKaugM|?)E@yH+9yA3JW;e5+xG!Y$^A;m(}+zGY`9>L86 z8#w}R-SThrEo_~9-U!Y6_Di8rbBk1~%LpPZy?p%1UqxoL9#(3@UTI-8HYik`DkI6o zgEZgYq{i|`O|bitNFa-)u7~L)biDI$xB0n)EG?sZ+8mlXexZ?|f2YL%GY1(ddcC=8 zdPmYk>*cO4P}&gxMqk%KTerOvu~FG04KUhMTB?nXWA$YSvph1kmXxmM zyW=b1US1gn%Yu=vot!W15zcW|mX!V$4}cx}8-Hh{Y_e&*s1x+)t_RlP()`?Qjf`&v z(lGiN;wcSi2#YhGeXziuc+)>Skb3HFg3mId%vgI7(&Loe+bf^32YTX@*P|$-S}zTGO~A2z(YJa!$}&myo5WIpu6>v4nTEadKiCC#^0d~ zZ3#a|S^R0Ge%`5xDMbm|@gp{D;Yd+I1RwEfn!D$yiGl)1sE?2v(~P+Yex=?GcfZ~v zHurvbC6%yws7GyS!7y>9cd|)7N=*^-@_A2|GyGUGHh?kWv6u_kjLmXh2)<05*|Kg9 zv`fa$<3f_K9R2MK0zz()m)ehh=0Q0p#y??=fBXHEo8DBFBkZ2>SsXI-{ZQTn@q2c$ zR1J>}$vgiErEVCZ!+=+QD*4{Xr60B8RI z^77v2g>VOQNg5y_W5+-tV3(9a51G9#%nM*_${xf4Mj(M>*UbqH2;W&It|8)V@i21p z=b%srbatydAH9pO6dCkcAWVBiv8K0;Y5K6o=cX*=99-t>2>-76E4T4jGWC&gTh=zZ zNw0$iWdUK|A;z%VS9zV&Fo~j+`8c*PUS?utlHNr2?v0$REkD%b{&PcL-f?G{f#{zNcKA^VHWS6+&lpgkA8z}Ni?W-rI zdIN)*1NcbfwE{O13Ua-@5D|~6MwBQUW0LabaGh_8#3581>O`y>F`kM)g9SpjYIx=; zG5#vK2vvv1-MUIHUI~6bzO-xc-!%NcZbd&%?}$ z61K35-eaSP4njgfNihiA*|i+L5&+x?<&G{}p>_KyMF>FD5|RA7KYAYR33R9fNGWXr zJA?mo!<9Su^NHer(S#`N$0r^?Ft?hF=bwm^c-OU;2M4`)-%c#19G@KBF0708x4uJV z^qwFPy_$hIlidGFsg@Trnk$z9n{4Dut&nJE&VT+Dv<>|IOqjtZihcAovl1R!?r}^D zI@F=9qqxj%?*(SA{obko&N2U!?Zim>+TSbPLmg$u7NcoIO4)+>m!C?i>Q|v*~y) zji_2?$YqN)BXuoAC*Op;J91~`e}6&y{^Bwbn;w$&Q9>Dm;jHE+)8(^y1nRC2j7E9w zczEe!er?lb@`Z%`PR zb|Q^+FIfIcweca#SRBZC7ix#PUXO z1q`XR7x9{t`$~(xv1pXCxRbQHz7<%a){Y2-giO!|VI1AJ<_)iZ9+triL0|R$b!4W9 zrX(34AGjqCtjIsvi}HrBQOX_{nu90Vx_s@t$oEX5g!Hd{DfwlkqYP8i2HOerP+RGl z4%@joy?z;+k!=y8v=PYmCS8|PYAZHo$rj5S{^Y@H)Qa}y%4pzrrcqXWpT$52aCwUn z$5gQ;4kR~)^`yW7GUs3CQ5qaa7joy}2V#lzbfY}Iw477vI7Bl#S9+-r;n0(?GTI9` zc+XlKyS-T5N+duZsR7H(r0~fdlF+2S<3%CE4&uvf=f;(}XA|f}3&W+3J2R*4wL_CM zy70`#ra?o|Ve)Z0Z*?IN5Q!UL7{J(W4JOl~ffKDKO}p3A#I$ zd7D#PrIT_OTK|PtAy{4CE{UiiWz0DotUM6^-V1b~mUV5RMm3b`GcnBGTE7V~Zh{w-{sz_`GNaF?(mA6hmErIhb3R_fCJG=fo=L?VIpO_u-TVf;4oK&yX@>vd#!^3du} z%&_zm<0F(sZ{DdQ7s_gnQw!cH0Ung9Z$0QYzcqW!e(AFS_~82Y_XzV((TR|OqH09p zm%wb2s%+l+w%N4e=tD<;T9_ z>A*}5tu3Li=l!4Rf$Y?*Z&Ks@&f|B04i!CGLVrubTDny7;z=;fecQ|S#g#Mid3PrS zN9IhOQp$ZllA9sfHagprRWN4i8~b&yRrHa)C<(-mXTT(jIaxSz^7EyFEK{h)f@f>k zH1?rzj167=?rgmh7fL&!#zv9Wb#4c{-g^x_mSo}GGwiotR77Z~{U?CR_Q95AQGNMW z0j9e+OiO;Qxz?kti;^u)@7Qe|ZQHg_v7(THTmB(Diz-j=)pvU4b?kjwy8tKbJCGCF z2vwPY?S*+#PZk^}O|oRtJpdeUUeE*Hs0qA9x1@-GqFY8i0&4Jp_(7b#lrgB}>mJinMJ`c? zV%?buB}~DYL_u^~SpQFLI9p%&<>l*@RPFg}G)b$8NJP9YcDYNQd+MsS%TvnKbaEAU zNTcnZxv5B2NP`c}*D1RT(u*vMZ2uYV_B!JV5lJ|!=9=5MyzXU>cOeN1dK;u4VbFxy&#Eq)UyQ2=byt}I11A6tXs~r0p)Y+!q2djt-NYPZqj7U|)QDcaQj1DBI%>Ca}Wrs)-Y zqt|g3m66&x+SEP+XU^i*>u(jIK37(H_i&m^uA2Qta6pq4(LCT&z03( zBl1_7GulI!CC2^(bqw`14JEBrJA=N>auXfG9PE6qeg{mN4M!rzC?3B?|7Uk5`)6M! z8WgRfy{)7C5~0&cw1g_Ifbp*0!ETIb^afpLEi^z=J1^+-H@!!K*6^&|%h}w1i!VbE zsq@Qkxp{pM0;{-@_r;wm;{!cB$^lC|@NY>vMB&fI8vdQx|(m6bm_6hwNMqP8^hMLZ`4XXC_XDsLFjmkp~U&fWn% zOVjEfz2PsvFLTMEmJ6~J*HKR9c|uL5ERB4lAO0l4i}N>BE~&34r5bN3{P8BqYCHZ= zUE!GEd^UGDn~<>NC*EvsPzI;IJjc_cO;VqwqTQXcXgd*5kSUXAiHA@qeCdR6bThgB%xa-}3U-MNHtqlZ zS7I-iYV78lF&+U9HPUj@`KZEbv+Lj_+>BYkZiqyCWd>}(9HP#SXBsYSD zC`x0bJe;m^1V@gqIBox~Iz~U{;U5xc|9FllDPiOn=!Ktf>Y!K1FMrYi>UxxY?o>Ds z3nGiCJ}@ggE42)>I4GH@*LpyDENVNFO2e|{XG;_@>;NL=0?H&Ibf?M43YSY*PuZmQ z=sT~+SztHvHtI{zGnkk524#{F!f58b-Y1jwS`SJeMOjN3TMfD`xZ??0yizAzn5G+) z--?=(G^Ul!Bw=u;nLqMMCNXx%m5L8-if}~x%)S}Cy!$NHg*zy{jiYD#>G{IM)U~`y zxEHun^8_J8cyp; z0&MF&2_#O;cPL5JfAsmAF-i)vJZHO`tFJMh@OE~HfxbZFwCQTwroU-urk+x^16yt7 zXXoJfKjv&tC9No$Qqu{**rl+>>n9C$Cko^m_wv72HUCDF4Ynr8j^4)X7Z=Q}T$;`N zYrhr8C}t9;c#EFNj8*d{H;wG{Ezl=4)nTKMSdLz_L}@1v*&b9x#^piVP|m$Ie(Ty~ z6H2-0bot{8ly7iAtYl%2U%ju+86@?IZ@o=wL}+yU=kqVCF&XQ!U$!~eq3oxO2cdLP zP3|Aga9&*~t>X1(h~ZNi6fI?RO|iR${lU3A2d&~=j;*L&tvbFHRoV%#iI&Ouc*ZT& zA>@78)2$5w;j~A{We#GQ+@@Uhyy$kUaIzm{4H)$^{|M*SY69*Gg8p=VeFW|GttQc~ z4iH7L7i2|ULf(&3BSGdLZ~3L0mH}KJ@E`2ndVCwr1%ydj4ynR5=EpZbH@;Q z{|e}|RU7LP=hKt&?LT9)x$G=|o!^9IQwIy-xZW-4GP<5F`3UtitqVGLh^QZbA$wtV zPw<7|t4&=azB3yI-zBmm@Ir106mHW6ahKwROT=VUV3P`khNtRs!p&28aItfRLf@wX zGmP_H!Lidq*;9ZA;VvYj?k!*}vbQkZ67gL_ zlU(X(A^}+?Db_kfo(&NAoU&MIeh`P#bikJ!#| zfCq(+zsVUT=93;cp`hFjd@r?MYe`bfxeR#L47kd9{W+x78qdQ!*959V!dBN1n(Rk{qHYR?wG|wK0Ud zFjERqt1q6O*{bagp!d*>4BIm>p!O>>QwdRPs@!Cx!$%ecC*}Z^-cxK7brI5Warf7w z;KY#>^PIwDB1*fJ-Le~0RmS`=F?Uam!d4)v|ANxdQozDX#qm>`*@sZVG}VZL3jSB2 zL#e&Th}2JYuMj5wI_Lj-ehSTaC?H3XcBy_F4~(YQef<%-K|h}^^E%ptdFdUmFP*-H zgNc5VuEyEG`MljmzdwB1U+r=L-<~V^T_jltYPhSCn#^mu?Yd1L^~ZrUt+1htUaU3g zm!yzY+@dN{@6Qd40UL9?5~YfQK^B=nnU-2v%7NkM#0nv@+K)$>ihzC8DftMo?5IMb zo{8Ut$W!7^7DaW{mLwJhRCVao5?UGF6D^D(7TvC4a+%h$Q$=V3dv;M?`qy*c82#4G zD)*?3GsxOwiU*ZVk8>5w z%m=JyDkVdicWfSy#$-x4p`n}zH$?k?N_f{(=@G*lBvWeB zos3711+6)zu#LWKId#)AG6}(OwOswzrRSyp;FMGbznB8nUCJ2M z&AcBrW|=(JG)fqg*}hZo6X&Vb_f4r(0Q;m9N?=sfrXr;DND*BQj|D+{6{SQyLHql_ zd*|0mV}wvlaNWPFqQ_P!P_#4tbsERuTn-!_7vCqh4`;uA373m8WWysFOl|D_fB*(I zwaS6gS&#SL;J2UQaz!X)P8JbXXP3{7r$I;-YX{K;%?a?uuBuMkV;$FrF@CJkuYNl`W7U&M(Z>q#iwIA7A1dXny>nYP^0E0FafmR(W-Yr76(OR z>!3eji_KF7L*0~89RYkk=pb>D1}1UN#_<+Yw8Hoz!cd&K?cRM|vnZ8_t~KsRJ2XRM zo|ppAzpq^g09r^W%M>!NpAvVnLAj224mSzHzqY3IQlXa07BODFM$I4(#Yga$Xcv3O zK;mi+w>pKPC&BCHg4<|IZHePmST6&nHW8l|-Os;df_^h{=};PNi%Q7m&Sk0cYazS` z7etZ|e}z(l1#)?S-u@wm~|5mFtspWPOVK%y?_@_g*bhD86x2A!V^^|o6}!C=u=Ups|MM|+A zI%}pI9dQr|k_`F?&Pj0yBY-eQaLCi&5h+8lk==zR5?o(xhy=x8n6XX&9VDY55wJ z_2s_T&^U>b@-_P0S7M|ga1_PmYn0LFrDs81#hXlE3;zBxx z@YTJr`+I6X!rbvpTzx+0?i8SP0Xa4GJ_7cV*g`bKyKP){_`jT&pEVb*WD8ipTr58h zhn5?e(9B>^{pi{2+uVN`cgaXLD*49K(S!A)I7#YFb zQH&FrEWoTN8}g(tegU)``{!18svDP$|1K&2Z%ND9sFvUOsYv{&$G87Z`U-cxK|U(ekL_irI|S>Czq`H1ToLwI7_3XC8wdp4m#M^dih zivF5-zt+5ZGP4iN|78!pJ4G%zwbhg{b6g~ENrGuUC_nsAx-pH}66pbiWIy2vy7{e` zrIB#jA*~jj2}{>DXmcxf8sc}B52ZI%m34c@BHaFLsdv&==3FJnSBrl)Iw3MO)Eu7k z;(o?u1~=24mngwWJk7 zk{O-N6)&C%T%`6CX%!6NGq;`LB)Ink(K9O1)0h9l97mqwQqjd74=35GF25M;U#$1k zfC3%&haIlzER(xrKQEWQ3V5)_ef>gszo)tJRmU@1r+xbkYQVhz9isWv2ab$mY}y?+ zNtxB`f&c+@yra5dtUm0;fW|DBA6@1Ba(;75vb|;urFNv-J<3#1c0%^5#arS@v0P)* zA2^)V6*<9#`;o=Mn(b0JG1eG;+1XUpNU;zy zl!cf42T?+wctr8d3%)TO47*qsJoE$T+zJksTf!E|p;ld7>_}}I9KKn|4qJ!g$c?Oz z-TiQ#iVlX%J-ncj6JG1PbIQ&(;z2@R=5rOv;i>zTuq5tIg8F1V%jW^di7IoS@aJ*9 zEg7HTqW4igM`q#vbi(p=({o-?J(bh$3*|k}oA-mvYNt6O{TXa&iBRtv^J#G&=Q>}O z8ynod89o~k;QMMz`^0Oj3S8T6C<+7Vl#xV`mlBjnxgjaj+-U0(c1SOu{&cX}W=)@? zBIua>?3QOFq7&z14N*p;rv~GN98>FsnNfx?QR%UU$fNCvvA*hVutc(6r_YmPA^GG& zkTCdq7Jk&%lyi~(r|fY!#?hzC&${m22}BHp+9haoa4K9ZxCM}nGnY?jk<_;JjJZ=Yg)p(Lx%4I ziM0kbi(!V{a5T|u`5$)QvQvlE7QZLa?0%xYgPWXYo@kC%o5_d114Dq9HTik0Io60 z+W!v@&_&85^=e~ESDDWwXAvXma^qJ<$TLW64#JGk@GI-;Xd(xIaekbXBBc5ETT{30 zpd1Q&Lo(!}g$`rXTPQ{4bv2{G#I5)70s|2YD|T0U~MxR$y=+YzMTH?eYQryPd8l7yTxAV zIUWC~ss{mq1!2QGF@;8;ST?h><%5GhuNCNt!KDqX(ch=lr$)txWhCC^__wi(Ol@jP z(T}ZpaJ>;-xN9`TR*Wc=j7QgYuZ+`6!&B?s59t`Mx#hC)!InJMW`*SS&x(u3i)<$3 z@2xF7*{2NVB3@qDk@_YaV$xPuIz8BV)Gzm0F-R*~FUcw@W#nWX(SF`*@|6nl>Ypte zug6Ruo#q++e0-0v&)fE!G@f#H&NYYN(?(LV5V82@ZE}SfS3WaZ*tZ>&?sV7K2B6U5 z%M~P4>vcd|@+U-BSu<%LeP4x|0OB*(P=4$s?ZmJiM)=)*d3TCk1UFWK7>lS&CQ9(-Mr13qpNmvdZSCvuvD0#@L3$~#P3=yUTh%1VE10n7tQXqCm z@aFtnirj>O4^N7=%0i5fzWE7Q9`a7#s%qJ-OgrdeSfJBYU$A*rf+^%8ptxUraAj_R z(q31^+?;IA&OI`dgHzC#TKnOXw+AvF1m8QV94m)TMiyk=z8!{eHyzc+7+g|e1)?b{ zy4++h$qmr~0zNFpRJ_B4Sa%`bv%gQ2{Zk-o^H+P#xtz5!?znxWUn$&X=CGOPviWjmV zx9FYLWHGAT;yWzUO~SCOWAAk5r9ggSikEP!0!@7Ihz4r>{p94AQ8Su zu3|}N9~CVK_(NkIo5!mQQ1`7F5>_s0=zsejBwkhZ8b#SKqO$H6mG+#vcJwiCGAojX zHktMu&cX~NXF1@BE>E=2@D}YCh1~M`^$;G3ThBi;B15{M)_~LBm)1~O1)nJE)b|14 z>RP#DtYmISAZ&~vT4)7lj=!Az!N%uwyd3w0*pE_gT=bb>goBd?tOTtkw~-aBj;+7N zX0XcDfBn3jQ8i%ASfF(;m&@G#r32CNq4g}!YGCec@`E){R|-mxRC}z1Y0wR(Sf3n-_gkJbUa%nu4ox>TGw)g zjK94D7S^(OKHRtw&vh_8o#Zj?2al>&7jX^XtXW-Ns*LhR)m1g6+mK#qF$;7@2Sa?6 zH&p8{DVC_$+mF8G&k*nxWx3M)p6Kicn7jjpQ&Y!l8~+^q+eE1+3d;Eh_Rtpyitlc^ z6I2RDop|w0UjSXiwf8vU4Uxd`wGLNqa=qZ&pk@4w{LEK)xJM_61Wpoumj;0Ed+wxgx-|8iKJB6a z#L9ed3dp9Oi!bUlfEOrEH}%|nQGrJ22+B3QD7s7^9B;IK)Ru&1^Xk?g=6pPc8-}Wb zIfU~@CRA{%XjfsfuO`5Ta5GQ3jw`Pp{^sr5Z$ie?J{<3VINYaJCkKcJ^H*W9wXs~j zP8odxBGLTJ^*J%jcCU_}Ml?^Tq`|{%cE3u{E&p@vKdh>or(uT@MA2~<^S&7%#B#C(H;~KxYaiKU z11*LW^q^4;*nr`fd2i!(dd&z*y|?hpo&KY@-bjo61{e(v)lXYYDgQT13k=4R!7BeF z=*||)lU-a0OwxJ*ha{e|BU;k$393hVU zy~_2L*&xK>^}A`d+~5FxwfjzV-Ar z!>_-N4VJ|QI~Qj4n-I2xP;LQ3#G!x+1Ft#4YS;qtEddU8nV?7m%3vBMyES0m2F!3` zH;cKVasB{DH@n`zGD#bC(FVFm9wU1JD}pOYLl3(poW+Q-q98j(EN2os%jMa8QMR4C zkXRLOb+Zc?1&A_mr)U`0o5q=Rju_}pPpBiIz|BGLO{@cqy}aEV6M`Vo9(q|gCN9A! z-znRpzk-Kd?}{;}Hu$eF9e>%{NwxmlIM=?kZd8KKkq>M|>+8_%tPsZ^Wg|u3g1d?P z=f!sQum`w=>QS6S<4xcM?vSI$$1Azlu&w*g;W`#2U{d9C!F`K38qj^)#g05RzK zr5DIXz1nP1Sqj$aW)eF2u5K>@^)(s!XWbo->XJocu7Udyc4895mVn*RLM-g~Zd~Md zZQjuXXNpUI9h;cA@xpLV;x_I2OxteAT0#wXo? zSs@I5>wKpUZ_u@5*X43coB*9t{k0zP^)Q_^*q2V!KCsrl{Ki(%=wWe;0cb;z_O)?rR4E%zb!#BTs(Heg>5< zo*CEiSk#59oT9m`O(3^eDw*(yW z89k5G3|7J5*5#i_lJFOqp?`ueTLPDF`{|&>+rpa`^IU zeGEdnBr}-dR`S8=i4e)p_#ir61v)P8;~7Bp(_-|hY=H&(B(LjvtBQ8{ClXKLZhDd8+f-D_u!?a^R8Yjvg))p$JMC341nJN z*#6*GYTN|OTN9&hq%25$c#m|eZilHZe&6`LXVBLoE3X7rJ!kyREA~=D4T(YT8JM)d zv8+(jUw;WVukNby+nQvi;~4@jRO5?3Z#Xo5>;$h%Q}GR%Uui$i52txMkKTUrKqxPD zE447A(KO8@KR!#>bE{anR99$>pl}G4WYK~4yVfY(NyP;Abh87B6&uYaWdV4OqU&qm zNMya_1L0t&RYej%CK-Yw>o)&NNKz=xanWoM`s}*w;+ov|De}_)3)yBe-YP{>*#C1# zCOKdUzI9EBmn5B-h|x&jKZB^nTaNa?HL5tsuq{U?POqG+lS;*zcBXB!x&%BJZwOPJUxpz_t^lKlpOKR0@oYPJs=5hs-6 zMY(Yeh;PB9NrQUUJLdzvY!YcU^g439y*1OsfK2mZAn$f5MIL-JQ>45u9e&$zRXhtb zrv4<7E*56VfpyQyv{3_2KRR$F6h; zKOxxAI;+&%!R8heMI-{<%Gjte+ef56D*z4Sj1d-nX9 zvA^{H^GHLv;Z0Tr4rMS_&eh%-9Y74c9Sf0u*2drei3fOF1nap{=MNCxHe{*7M63Tl zcX-xZ&QQ5&!K{Tqe@FFiDS;=19D3L5-ll5u4d-VJtLz`_MBnTEqB5T#ZuaK`Tapi| zKO-w3U2E~f@YFd;<-DMmD5nSgCKcod%Fh^VA2eC7DX(x|mz%ClZz;FJfhM@IoFJ%7 zD(|+%p(-}J^L?6hFi(ihQzmzkwB%U!z-C>D*xym|p<;I}%GEkF*P8yaoZr&)fg%Ao z(6b4>qqcovElO`ErlXS~%E0BXMh7>0&y6TV#rXx!8eJuaoM+w9iHLM4^#5Jhw z)`4AsT2s9Y1s))+yr#l3R^;OlNSu%H^MWWOznH!92N&;fT#zeGzu!n?hMs8uJ)hNf zobr6jH(URi#B1CETCkTu0-9ye%K=JogKJGR+W?^%ez#a&GF8t9KLr%0us#@d>UGC< zVB7FD&AW}Pu+XvOU-aF_s5*V@Xs9y`JR-*K4Hw9y(tJr0us{0=mccJ&@vyW^;J03b zu#S(#ud(n=TD3?oF!&JM)kKmE@@x492;I1Pps?_N_{edoJA0K71Y+qta$o!#WBL*H z3MC@L^qS8(co@<}$x&*x2Jz2r>f9kT!^zZOt5JDNnUpXEVWkdbi;rKQy;hOwHG{|Net%`GbVu52?Y0 z1uQE?w*dl^nYB~$x^{~*HNUrJJBKafyY4vA9#A7bq&{cjHC)-dp<%I*cuDp&m5Hhf zQ0!DZ&SLrn_dqo(QC5=bzV62q=Rwx8!Vrfs9iv&F;r zHv4r^%x!_(3Ho0N(X}=;t)`E^xYH*54-fW!eWs7XF8yGq<1m;|COR3IuXal*cb`1f z6;$>)Up$~2ujEnA){Ju&v+uEItF$OI2AACM(+TPo@aw{t*N#ucX0~i4p+?D7qkgyh zVmRpL13S#s)`|K1DSY5^fOj`^clW8AMJ^`wte3nj$53dlOH`BH05@3kL#Gd09s}mv zhu7#H6Gb%jT==ukl<^{Hc}X>aI1f-y&5>lA9q%KfHmDp0QcVyQ@(=07hTS`*gYg;} zT&q>zi(M!za6OFnj{ftk|KyDCO#Nj>-CxHRb@CW1ILwQC;G&%Q2ewli_L}-rsdc5W zJ+l63r-GT{QYAFRev33dH&i7?E`P-*VPHah)oOU+Px!YGx+MR#hVYJN zn}oAs`59x}NYcwdF8uMoj9e~nvHNdkeB!&dv@`H`qOgP^)P4U3z(N(H~!6Fv>kl0p_d*Y{Gtdzi^5(alD+gYv~L?$>{gm zpbSnSbWa4$4@!X{?u99JOS$(%mac2zI)f>7AwG5Z07fgK#ku2p_26ToV*d0YL0*Kt zq-vQn@LI*j)gz{|zBykWjr8P9W9w2rqhjbuU@XE>=bG6=HJR^wB0_V{549wAsf{>W z#vqL#=}lPyWubAk=6TT)l`t3)%I8!7`%ny6fIp~7tQb)I`yD4Sl0G==C z25<#;kiCM!ML4^tF!7Nx3}iXQEpHhEStd;hv;VQ@P`*5j!Xf_WOulNmOpu@OLXKM8bGR@O1x0sg zHS`a6e{)GgP4^^$|Ld5m&N{kHM4vxj`UkLj#%lh{^cnSitA=WHkevv%UYGmL;H5ig z0Q#t1xB)heV#>X#{LQ)!zi*NUlvZ!vrk z6%rR1apHIOM~EX-Ra237_K)<{z66DP2fX%8uFN_lEwd0=2fhRd4?!%Z(SByJ6u4tv zubSJf*c2;SDiOj>ponR-muVTp7ElV)vtJ``C#6pO3~(6_MI0V_L~#L+m~M6C=7DV- z{mT;7B5`a(xLB4Z?ev*^S{s!9BzTA^#qI$CUBPkfIx;sK=}AH-lo(218#GkOGzFpM zuE4O{_#K(MDE$|MAM?O1tL2hvH%aXF!iSAtm_fXS!`2^PTXY!}E5?jA=E0%#nzkqi z2OQhaFejsw&K-E%s^`DqGMxL?@je>f?}4GKxPu2d-NhJ>)ob&_8$8*<^XGr2JLdgu zXj#A4JD$=i^{2ISN+OzDioyL>^>4jarLa6zoGM$48Ko^Vtl+Py2O5RB*>`u1njy%$ z^u^S}X@*rZx`ZVW&*(+Z2Zexoyg}>yR;lCGKspiqXjOqa>e!QV>w-E0)(T1^WFIC3?iwC(Be28tMc!DO@Ze#QV^o)E|Vhd{d^*2R5#ce%s$ zj3qwp7lG^9QfH}hM``ly;s$2WLuKdiL99oQq4l&&KE6Tu**T^_o#JKu_5(_+m;#1t zx^!vrt;i%USzQ>pDDZihd&ZKln}{sR-Qar8j$^zNqA0*rR|ZF-!*TQ1}EZ{xbq+OUoEBr zNWyd%80hrzETwI@)ngMj{~bKHQeD}4`m&~b-({Heo+*V{#);bUSYl6g(|wDh0!|$Du-!y zr`0vU2cZi+S$g*m5SlbIN2h|>;4jn~H|o3cJB6@h5s;3lIBQkC-A!O}2e@wx1=FPxw%gXV5xwq2@%cN=(berfH0?$ky1MOed`52XJHY z4Cp2npYK9kn)_9H+aoDM1O8xk`aR`^%!Rob>Y4n}*J{=dRh=DxxeS zg!l3NZFBt%dzZ6C0ja*bo@W(tbeCH0oSSeRi*{tmht$~SRlsekz{(L|)S@524gCsGnkz~w`E+)jo`=;fKW zOdh+l4jwPWLlS?l+baUk*ab>C`{|1ttxvOGX-})W_Pc#zs=ht`w6*=C=o+i36qu2J ze^lMHr|w#Hv~bKRah^%uSzaO3d1f-Be?C20w3u@VWDwvXT72zYs_BBgB0%Fd@Bn{E zsin-u3`rvp_J<_%KV_y&Amsk`ohvIj=ltBgnE4weBkPZn=q3?!6C+cn)cKe*1+GTt zt@dO^{)oZpZKv>D_cVI&8 zDB`^EaQGVWOQYweq|bL3lj>UG_KYXlfI&q^E-lc~ zzd^ToyH%TnUk?jLs+36Y_qm;B5X;7RAJ2HEA3!~nXl~3AXaHZ37VgR!>jzb*0Ylgm z2q9)U;@rbtr{Kk35YXmaK;2{$?xiZF=B_1~-2s6lG;_Ym7pL@*${47cc!#n?u`gV; z?x__9lu4aY{qF2;&!AViyopEVmIabfdvE5QN6mt(SD}G#8HZKgy{${Rh@e_Fdy_`z zkVP9)cxMF{k>`(&V2aM726)FP^ZNpj2;BZwGTerBU(1ika4E@{UG2OHJx)zSw#!25 zni(fSS)vPNM0X6VbGkt3wy7x4gmSXgSpirCUpz8|=liDCoi7z52}0g0gM-h+VUe;$ z&!%X3iAXiJthhb1oG&T&l-5c^P=;5OiUGmN7VGm@i`~>^XMusX!zMIwCV#V{{V0 zIa9cl`|w|Rlw!W*&n{bzery4lotgYJ7|PM8oY01*QVq5M5%GwRNWzt+5}|B~0PVA% z#``9;Zo0j$|3lPY2SoLK-{Y|K2t(IUGW5{h9Yc2s0?G`HgoGe1-QC@dN=Zt0hbW!W z0!o7@{4THe_wzjet-J3&_nw)#b71yad#!PSE}|5VE{<#(tjm6#r6K?Nx{ZLFoeN2=YU`_pR;LV2`(_eY^C!oU)!rH)X z^AF!!y5{FR%X_VQwcr~<-sCpf2eRm(ZEKva-ZTXaUQCa_Ed zspq{G=#K_8N`xks`scn9h}JLDWxq(TTS7!oFFIzG`6FuFA%`?~EnF(gaaCViZ+3dD zB~-k8->4jt4q~I#6n%Noi?^JSCABaTN1E~+bXD1H+Baz0M?&k+>xQ+Y&xc0EQ2Xvo zgU`L~;L|_7jrRlEG+0xUKZCE{yvBI~Je)U4KA%Kso!DFh79I>})>U^Cw08a7`2y4f zi>qFhJ@L-a6M&zq*eA079@$N=8qs1OewK+$X8rB6g0b`FYyDjxSz|hDLU|k;-IBXT zAY7ToWW-QU193PS31{I38~r3;3p+qULQrmq*qMJp!XC+Opv+XZu=-WkT9YCsRgW=5 zn-zhx1vj6eTBny)z`E?!_G^JHHPiIi(j;Nf4(7C?L}+_`r8XZo(3XI5OZWRS;*imq zz|`9|848u8CJY+Gb0k0)A#RT(IAUk{z~oD#UNe-$z5dXR{|n!my&gSizlg~`aOpn4qG~Z><*1)ZBqsMiJ9WeYgV6S3CXQ&Yz>c?Va~= zh%RCI1d5He27@a1PvR~02N)>5%$inRgB%Y{eJXP5C^^h`mhYrQ-?+?;5pCd$B>uCG z6ezy#Hf!Pr5p=jv-jVit&;e}YnoAYJURMCE5p-xpK2qa~uEX~I6nHcHLS+!d*Y&hI z>SeS-qBgOD-b!6Q!q?`y3;nrAB3}ROpNc!^8XIDe-Q)wCuMYCsbN!{i1NG)VrR{%Y zs!;lb1XT4S%7%Yr1<|vdl*X6omYNMmUrUbWVNIBHorp{1g+K%terU1w;)7B-C!R>z zDh%eo2%!Z73|Mh3WsPjog@3e;RsOdeR)6wW`X1^q{wR;u zm^7In@{5BkOusa^5x(YoQ~Mrh&MO%H zN$)IVa;q1ti6QiP(3w+A>mxGXv>}mGdv6u1Dt#6I6s-uBm9%xt=Dal12+Pu?+Vsl; z>;?&+1QoGf5_-f6<~J!k!Hh!ADJ`UjA(kO9Z*5w{JmmbQhv7Da-ooS3HSZvAx@aRX zo->is>KVV|XI{N}%1O4EFVZ(0?Rhw0SrqX43wps)ukr20!J@=(%9`2@nk(Qar$yxp2|$aj3p?RwK0o7o2K;X znByz2BznwPH?~+bef4-ia%&jwL9lR$pFVnSi9}O|3yn z8M|j&7?jrlebY8fq$y1mJJ;wNnY^W{xVr~-ZY&^yrhf494>s*yvbR5)$vdZ~j1vV zDXjZ%e)Py08IpF5%fx%0hdlId=PTO_mk{1+EELf>1za;Im(0w}9R}1cPvJ zM!TgybKyrSZo3iEERuh993b)3GbL~t+NQxCe87r)DG!F2JI6pmvD(DN^_%ED3-*$y2z1FSl5+%xo`LK6{i?F-S46 z1nwv$OtM+HK&;M-zcU|jaCYkhf3-aD{=?t!v!8R@Zhf_;0C9FYWtkPplZmvrT*pCk z-F-~jRroT?NMTS%yin?!J|-= z%rkdFK=GLokbdju%BKnoNBi*v?Ud1jZHVxZ5gdtO?PgK!O8p;G*l6Lh_q~LdLS7D+ z7Se3KWRu_Jf7o~)2cQT4Zve#?a?I@!hO=#VFCu;$Zm`Icwnzz4v%LP8Zz~JwOWA<* z)s6~Bxi_NV^!I;E?rpfN{|{V$mrNCx{vNQj!|sc)&ML#_bM^Z&+i z9RaR`Z@l;-S%i;g07u{dC6EFM|G|+^2?~0xv`0>KYXS>Epmz1DC)VQH9{KP5QGYUy z7oS3&?+xSMAt zc$?x-@oV)RfpgvWDB%v%9Szqcyx_aH82QKt64{6MGQEE%H@;ndComf1C;wRab7AZp zv(KBy>rxUk>uX2t`bP_Ptr}k?K%KY=w`|H5UMFcnvQVa|t@+HMo%V`5Di~fH&75}W!#&k>?TYf~e^PZaA+hYFfI+aZ{#j*e zrQNG(H3A#T94J#i${A!U6d?-} zX00UlNUrMh0C0fj_d!u(%diiVBTMnSmUJNM>k$tTwg{`>3=k>qi2#<(LbG1z5wSWDvj-PIEU8W3L z!V?w`8BAUNPB3@c98C7)wP~v(t}M+O<9ddn<=iZ3au z^tI7@n47d>SyD3HOS)AN-OuvaLuxHB4(xM^XUYLx+K(?ws$Jp~^XZkA+Po7#4iYU( z0m8L!FX_!#%-%ANQ%vw$neku z{F`t)2p6OyJ!oJc<= zNow>&=Iv{fl3}ZLcNSJG4zXY2g8U_Z)kY=zBQ&ad7j~W1|0=;HP*_zgs2 zQQTcOV{hBN;GAhzO|oi7ixjEqTgXZ(J_K|Vs(Oh6OE3(t$_Seb^ zpvwBU3Z`e^dsX?D0WES&JLa|Gds?SU$0rDafUF62iJ``Oo~Ls1AbR;W#@O~AeqP+vLS9R0t`K_AJ05^~-Dw6=As~~RhSYPD zqr%m`99r9g7gudXSzl}k^8do|@Q1d{xav0czqTHng{IK3)Y`mB;&$NGY@ry5gCN25 zEQz$?Bk{rdXiZ@2`J1}-Dnx>PcU;dArL@N@LGvG2ahwxeYoEKcU&O6ui!=$eznj08 zLx_4fZ!OFoF(F}8Xdcd*XUdmV|2TMYxKyf8sFWL`sSm2cWUEl_l>UEkS?PQ&@SGnu zXMhXb$|HWa17!~@=q_rZ(#~~*e(HETRx6e-#-P(d)1de~mdi zyP%U>$!pp2!aE`D<#qz_?)`@#^?H`d!sq%WbmWRhvjUbal=aH;ToP%ecEj%~=n!iR zuEhS~hm^t^=`=2W_)p7;7F}*MvXpTkWvW&~*0ZRw9a_G^V?>KHA7lE5iUI@c1zdd> z(6AJtmo5A95i9#uN|gNh$u$Ko#q7_b`x$nE)QSg>T~Rw15{)1l;)y%1s8aJfIfJ`d zR6zp#V7PrKAE*47WSdGeeW6VAU18}nvs~>GV&xV*&h!1z5c*7+O*`9~{i+bg)JNoL z|D2IA5?v~8D|HDjQx_RuTtRMzP6C0+;l~nZk43iV#XV6^ByI=Lcx>-Ei72lrx=|Mo z508cpd)p6#H{p~{i^G*FaL-2U?-yW8%cFwUzn$WS7{pJF&NJMUyMD##_l%)R5=^oF z>-2fvU5zSCS=(qW19XBH@ovvFj3lR4+*>sN?;~1aHWxGi=DHZ#17Zn=GTJ)8pXK%t{LQk zv(0f-b34E}>wz=teW6fmaM-vEvi)k2xUuqLU`l!};2RdWu`TvucV?~Ou9kOtONhu@ z$!F?BN-N={EIg<DJ1ST!j9>_SORBhS$S`W7Dfr}%Wo*hzDLx>v~Fvim-(ZH`RB zWa>^hLu)jJR*LL-JvF`u$d?bzF{aPXD{?}RoWCYK+Y3dW0j#XEU;_L{Xy$DjJ7}!^ z;px@)BemBPeXHL#2y&@WC#^r1iS{>u@CbPHynb)#UGHX{n&5$>14bobf8`tP*&c`kLK(6n2k2`{E7%?x?N-|l(7jR)DIooKKbdKgZ9MW`Mi8WCV35*826^n83#XMMPB1tr zWW;UXm*;p~Ih6%D{}2Gfq=VOCuVYF6saa_FOuGrMQ3W+py{xW^MyF_^s}(qBjHCO+ z)p__=es8^83B6`gBC@&t&`hDuk0e?f`rPx>c#rnagOmtHr5%S#HP_+rF3q%y@+eZ$ z@RCk;_=g-6BNW5N&U8MZ0!6 zKLx@m7$IChGhQ&$%m48Eq6{BUD(ub(T@`!|p18!E{c2S3ypnY!+)dyKYNT<^boHHm zHezz-38xpuE}ws%83V5$OJl2KM^kP-xiHj z)?Cd!GM$w8peVUF2>DVNt52Jz>=NZ`mTCc&%vH&P68pM$^{Qja)-43e@`y{z)Zvr~ zX-fTEVstsuP23?ME%;@C6L1Yf`aN18xGGBClzJa^P5TOF)af&GntThV~5YpVK zDpVPJd2-75RxQ1=a0hrb1j=eNxy}(1c6+Q;nhOhm>qX;samOw(iQL`U%7#-mmkWpS zAdM%SqI*3SvqQz1=%{_)JJ|Om-i_UYiiklm6xWkE=Np8Z!Ac38%u!iIHSTUH(J7p{ z(Um)}z6n5NUFRr?Qf=^R3Z5WrzVYSyAP4K0=&ue$V#W`>!qe@q2nO45MUUYLPWqE}J-1X0sVK3EebR}qyW1v*Ncv2?#(#MKGpjUUr$5V=Ll;`q2ZL08o9B=-n} zb6ywv-CZ+3ochPx7nZ~-epZo53SiT_|M_u#U3&jWm}k=z| zaf*~m&7g#3u4G&=87blmzmj?J+g!wb=% zFv!b!{JdWSUk$f21g@+ip}s@v_2`&-H4|U_;!aG8evGM`|LvX~UnV@>3|>GFT9WG_ zN}rnf_jQImuzS93TBiS0w!mU`)~9Cbi>UQYTx4u-_V+alzg^N0&a)Q@7EWw&=tI=x z1f3R`qRc1MeW(-cpmpA0YPYZa^_acaYSjC`du4txP-5m+1x;dVxGzv*-r1_xJdL5& z7xCq`qWv`(uqHdlB0qiG-%4au;6+S)f9mk1hn%a#DBrkLlfnzo>0k_OV5*fnw|<(> zP@5ev6Q{~C{l%n6vOys{bgy4uM9(||l|N6Hv7GZ_#C`QI*%_WWWtQZAUT$r`<5Tg3qgDy@9*eA<(SY=%bes zp%k`Q<-!LMdH81joFWS;6S`9hrFvNypGxGffy=A&9`Ns-A}CF$<-4ru{ShomcL{pZ_8kO7z%GWR=;HRYHe-G zB*59@>)g+sq7JfAqubHgcWOP(?V~pHW}6OBgRJb?6$o~M3lie2?9~`2Ql&sqr6QtU zktMC2(1&0NVmVgBH*1n^3wf=u0+u335$n;rHL`*8kauzLoaY1+ShAZEbU7A;d$|1) zQXuTTr<>H#BA=i~Zzla@1238NhZhGr3v8gURoa`d&gF*&cWJzF<3=|B>gN}RR}`gU zKf68ua=x57CW;Ss^C5GzUq2-MNBa>;%PBjAruNk1pHJZ>zq|t~O<7WIRP+RQRtA*q5UdBST*96B2HjFM`3%M-# zt1K!|Lt`zz{qm=1dS%U^_P)Ni=kU4Of(o{O!t08fxZ(8Gd4UV)JdgW^?Ikw_Nrg!1#;tHUS(M`7x6I3VL|Hb=pWylxd*O-S42~G2gwTV z7Sym^Jt#(8pYxkqX!E}k2XRPjQT%Xo8L|RB<|t7NqqS z#i;b_AQn<&IYYT2?~Hu(5b9Ke=8$*l-W5C!g>|fz%4TN^lt#ntn;B#fQQ{5;ouQ~;V(%KBrG=$7F>9f zXCFWOG0S3cHv=F9vt`zcW;x=;)n)|6>3g{^6MDFY3^2Nvj27ebtAm1rsmcl&44$oe zyve3s;UT1{JlprbL0&e9QAcalZ|dd@bAG_%zH{Oc?cPE|mar)_)0neh8I6xBjWF6{ zEsUUeeARwx5aA@=jfYp8kr<~d>b`i8+LIVd)LW`LW3`@&sYIgsBu%wYYYej4C?xj5 zGNv%s@a{@XBum@1RR7-h#o&zvwmR&Kx-6}wU0Llfm0$+SQou0maX=4AHW1#nE!%Hm z6{*s-wyM}}J*p5Bsha)g^$6L2Y(#`j(DPcJH8Ly#P;VDGyiL&*z;&i2!E`P9>(*Rs zhUHB(kHMBM3Jj<; zRrfhp|0+bXrbRQ^LN%qc)Wtq1Z(q;+x-A&J=(FRDV+PCZOc?`m)|sfmBYsytQWbpv zEV1Kk!Ey$9UprZlsv=Z|LW6TDHcrbV)CLqG>UkdeoN-n9S-e(fjlUuX2yxTn2U149 z#@UV#;*uu}=#RKjFH0x?CGHyWBlDHYaJ}x4PA+ESl8Y{lnnEaj+pZ9^eNv>F*B4hc zqC-mlYCv~jueR9URexaTd7b_}wa0f}(V|V%8l$Rv>Z^Y+(X5R>l}2o#cz6CO77edh<);cR8B+OH2qv;% zubp23e1L@Jl{B|AoLRO?Q1mBXyzx}X<49)-ewXxeJZ?C7=gbmtY0&#d=*4H22i_Wi z%WuH*)YDn0P8p>LE}73P+awkvSnRNLh#wOi`jc-2=72&pAfmyL*Dst2)RzBW^6{$3#w$IS*xdUz z&bFEJ`a`_SQ{{xgTv|?BBeFk3+9G;(Ml>WMD=*gIc`=BqsIMQtuC(yhUjM|~_;cO) z?-E6h5dCa~PBw!%MBYL=`igaisL+Li<~O)ctE#CuOf*zO zj&1p~Q;_6AyYDaI05i$(Jm44J6ptjtmY`l#AQ@BQeTtEX??BjA^v*->eYLXIrjLnM zDz};BXBDkYi~m1VGtts{9#&m0binFs{gd@j)w5(^rKJ3K?1%CS_Ej%3x8yuFvD~7M z?mKhLq6Y2)aN~ojO1OQMwnk|Mn;GwCWp&c1N+Nh^bt#!0Yfi?h+FZ&>sv9Ak?AVfo zb=GPa4vr))@`(f=5N*>3_1{i+%tbfj1l|yq%U|o>&VFU&Xz}2P9`u1h-RjV z!%1t<{^Q(KD@~S&-O&iGFE;KJ%RBb?fNT=?ANw#^*?8tbP=UCTk}R*)<_Hi?hpxr}aT@q1*8XPY;w-7-27zulcuImVK-1a7;WMjIp3%Q#>BuxG=AMEuh2w+%rpw;p`B7E^B0JB9Aeh+fM{BKpJfzIhJ&tW)i#yFv&JsPx*L6A9 ze{tJT^NQg!HhEtD_HDKa4pc@7x!1U|4=z6foEC0EkUUXTtxfo zS_@UyvQCg-8H*Q$?h>k){m*!ULCo4>2z@7?Zq~YaBpdTjr#4stz^{aWja6(Nz@Dr; z7Rie(0R>{TLfCla?s9S^6Heh@dp1+zlq(wT9udi<2GV(oG?YdYD_n2f#fF10^o~Rb zmN*Xzei0`6mq1q`=R#6pD~HPk?>lM6@zh76@(=8oKe5$6+mJ`{JDAC4ep5`-<~}$% z-!CY!W)QDPcfWq?u1$n{J!VB-9n*9tA_jAr<4N$i47=xW33)kER5VOPj|k&ri-H5J z0)<|%i9Sg*w)(GKZbzxp0+bVCY%LIupeYnNR|3ni4+MzlQ#u$Ir2=6-t9!zqA4UVj+F=Qxc(*)=G$(Dv+&aG+<9o z#m)!Mr8uD)FEACBk|tr+HK+Rx2s9BKjry9tEk&}UXT;Pth1A1RTlUnjSi zUSr=sJCskr4PwFwz!xmE3pR%b{(B~>p9>)1x6YAh|MG2L(CSSzy|F2$>M@>yt(5-r zkYawkGaLi^LGmM6)Ymhs?<$ZDG}&Tx>&WC_%~Y|zvPl)_v~0O*?gS?Ah+(f)+D*7Q zfZ-7BR~j02KqXYU_x-GOS{Pyx0@DdxCG%SU-9Ved6VNN;iSN*)e1zJDfCyo>d6~Zr zm@GxS%V?7;vme)YmoOM~ShiLtTa9+L)w3So`LO_q{vRZ9@8jRq3{9b;l8DfRlkc=8 zSxaQxNlPsv>o^lQ4WB#mI+!pnqD~#EPLQ3Blf4HNB_*nVO38>k-!>=wkhVc4-URsL?9%;+^4U%C>u{68S)q(;9bXJ- zRy`Z31;^Xdouo5+5+&PjT3y?Xz0%dOe6N9{tp@lHZw0e%6m{)?PM=Z~H*ks-5gatEY(+n`QEGholD;J7?$B$_ zDs}p~Z0>s@zavSsPJ(CLC-ze-mK+m50+X5a*0 zF=Y?Q$?FWYfGx$`Af|Uj*g9_w7s^vUbF2KmOM=P(CD)n;MT4p=eupme zf3c-asYScvR{8pdokoZkne8ShIph}W+P$u@e;iyz! zH?nf_NC^A8af%9Cs&Jnav_HGWrb9I~XTk%A%qK;HHB~6v5u4uG^!g>!to5_I3?j#^ z&g&}Hpam|Fz45PP&C21dR)=!)V-4dHqDyP(D^{y-Y5;W0@mq!&S?G}2MSQt^!$a7H zak{IpM7;%4!|Kt~Y59&dGQRqe|jy{@j zka>$Zbd;(7cVhfLruZ*P;cS^1rsh8@nxUlcB4AD~#zU1Qg7EK0Lyy-NdDmG6 z6Kc<0H|6khne)=%?OHtkyNiqsMeBSW1x(+G9GE^c+535t9qZW@>XSrmt{5gM!ToZ!j?^!c}Yj=qVS<%CmLC5RwIkexyu*y&SAOBCC~EW+>mO=jE5dhZgtargoB^;mm1x&=M?8$ zj2t;rg^pL4FA3h}7?`MyJ9>yWt4xUdO|u#ppBMHXO0#S9@UvKXeNuJn$UfwGKplR- z*^s`y__;>JrtuSZisfwQ4=w1=9b1RZ<3E2K;aTXbQ4qo`@4Pg zU;^1s9f$w?qBr?L$OeX-drHSj5FswUzFki(WfVU)~hj|2G zH7WC{_M0bLa`Zl7q>%47Z?IJFeZoPZ_lUrcNbM1kAfBYfa3bFgCfzCZqsUKmS92R$ z-B%XfG!DYl!O7nbbUSO;o!5W(MSmv-H~x+xdD~UL{U(@M1`r|>j(tlQbjM^nWmNuQ zomKW7gb$^M8NH%hO}^F)y~V!ptLhJz)cQVf#uEe)`U_t!xeTrlSpwVCS`eazAPPF| zq)sT;N{|GdP7@{scB;f=yW_T)<@T9FiuhId>9(qnL(7se@zCkQ5}`FNxi|P$GleB& zYb10n;r094XB@VKK|Zi(Jf_cg`2UCgX#F3$Tx&Xz)E}pR#a{ozb&)rcrgB){a%iXCf=FC9v~oCZ%xZ|yWBW`OpwPyt z94TAn(u;GY(MuFfSrd;C8bqodsQAaJN9_mOXHd>NJm&InEnv$dJUA2{U+qLVc zb>2B2egb)mgAMJ28O=T<>)seRBNcxJJSHGt4htM`mERt+D-YtGIpagq?&H2p{&hD; zn;A$?YWNd35n4`FDF$cb_(nx9t0}DeHcH=!URWV0$EoBH5dDI_jzAYZHWe^T==@8# z)xS_AjW=CSBX`X87>5rO$24b%#%jwdXv?WM#o=lke=^ym+dLyR z6S3L-AEQ3$peQ0EO&+*6wMU8(3Da+H$#4(0udzh3I;iZFWyA4({tc!In(qc4N~O;H z^bQ#KwM%-7qFC965nb8HMT2t5Kt25g|y?%DL4YQ+P zza$4{T!R)(|A}BlnUtimqKW|yx@td`*p4S)@z1Qe?@Yf;lm+nR1dQ7p0Xpi7oEOe;pn7|UteVAdXu+$MNDoq5NH>->; zyt-5=QGNrG(jB?)sdn>BmX5gG3;xyi3^9u0lO5%qUGYY`^rUQ;EnE>n#R8mpcZOI( z1BAf)$v)Xq>PU_I6zFles)|AM+(s>;!xa;$!Xx1(S#(F!t1$NlttkCl9*>9BKQAk` zlfKUl`aSXPI2QK}1N7WEjJx8cKQ+6d=OK(jP;$?t{(f20BzzZ!AOe_;cl+nw%bgEL zZ}7x&lywugHhr(!;=>@8AXJ?!y1&yZlt|t5Z!JQ)bHTcsT469g^w~?leXow=tN_ah zM%+L&8dR#+AHzV)1b~QiTc?)9r{>tZsW=-Ju=0GNj#Wx59S9JDov+}V9h?TC2|h&X zFFKa5Y^Ol@YMXZtQzqVy%GMFTepOU%4HEaji^`P^BdDB>%MC`d7NIX5NHBJ{sqe2bE`R|}r=6CTxNw5m-mMxZ>^PRbFWA|Bl_p|J1 znlQ(3dhv~N09VtL0Uv~sQ84j>m0Mk~-(uh4PL*svs!07IG90lSSj0R*+9L%FIVuo^ z*&+!w&GRQPg8aU*V?U3j+$~4%i8YL*Euw9++DRhg4-eoI_hO`p;>;W8ljNJBc?rm8 zt2d|)E}w;76pW+;do?88xHF|vP<%?x{@bw3qaK*NbG+B84vBveP}Sxq?thxIE{N zbh4b7$YmMvRt-w-j1?RXS+cC;yHgT2*nME*h!Itx)|`d(nM5#&OPfS27I=j+KSAIe?|>XWe)vTjF00X3j55noPy$ zIDqAJ>Uod$mkuffvJ#2)R@}vX*Oi5^2Af!k5Bf&ZBY+=ZUtn6f%I&eiXw(zpIbw-R zC~><&&x_}nJ$_yI_aN4>?*k4ZUq*?fwY0h{gr_MAch$)LxRU!kSSzi{3*N>%+-~iK zQ7Q6)B^u@?+(Hqwi$`Fzcn*O0h*)3|3Px;1mX_tQgCDv9=iI0iN}rEB4zjB4+tr(Y zTMO3msAB3bVVubUJu;H2tCG(lP1L21XWS5oMfzxwRrSoIr6yw(jg%+kYZ#zerE&LI zVorx+eXvpPtTr#!3Lr*Kl+!B^#-N%7d;2-TW)){37+#8zFjH)rl!$*1w(a$d#!hC< zOfJ)n53wEf&R@R1U#(PR*;)TnA;ZH;P$Yu>ilE}hUP$jKjI6l8t4UtrG){(?FX5pU z1M~UOAJOG4t1vW|zkQStv%2d&Eb6yD>Vtusq*U)GMP6Eq5Db}9Lta(l?#Ec9x!tBtgYcpax^zdSY1^2-ScdB9Yw4+kJZA?KdL;3XSY_@7i`*?A#m-|c>TB?#~rlR;)n8y#agwY`#~ZS=96Uq?C*w51wY&rEVeO|&?%MStXbEbSkKzST2!PyKHoLsj-@ zQT2FHt}zLf?5aMQnHAabc+mpRVOjk?TZ1iMwC0PsqW=ex{AK@39^r`k@DsS)BwsXh z0}K!0`rOz(%~$}qVZf@H)r_(Aj3wECs)T1M+$IyAY)tZVW5s|hcSop2Wr9?Me{vv> zVV-v!3p}?#&}gjkQ{;@pqM!_wT73sOmZ(I5_LdZ#=4&P5H$7&tjS!9)^^Jsdp4zGZ zOp`>HI2GD!X0cfEw?|@UKfX7xVX}ZBnso>J5rqc45JY!Fq?r;6xE-^{Hg)usKqwo# zWfMnrjb&l^|nl}Dze;wXzggPsK>Ma3uAs5&=cH) zRo4KvI|-fg-*Sp;>Vpi(JZ^k|?3Dkq^PIE{+~Vp-u?>xB3=FG)@UJT1f&XTm#}*yO z7me8fOY`!o;t(6au_Cyx1uvWh -u_Mx-&KXqC z2e7kwnmov5Q~XfXh+oE=$ZZgTLy!~dk3*TKP`V}*GP zG|zZl)sMePqiBq89@{ofqnHF5?9V(5g8pALy}6p`!twQw{2<|S4Cg=$4XL=)%X|8& zNi1-S*+gB&NVp2*PdmHBEE#88ampmnylR*!ZZ|=FGI&|&y2la3J(9(G$z`t_Yo$&pC~$r4F5?P|$LXL+y>lQ%&916<;!U z6vFCyp>=}as(sQ(A7SewH1s5aq?Z4l@N0W#T76`vpVNDNML{3I=c8+fy}ndFoY%Eq z_YTTs(W5luP}O#BRgJY2v~;yUsX3v1ZXV4Mke~@o;Mz?IGqOzS!eW1geWX`9$-(~0 zVu#9I-Rkf^q^9*;t!&aYXhNjz>(6gVm0!og8Aqgf<2W4gzK$JXWE9o)7AOg{;e#>gt>t6KP4cn${dfx}L zZ%U-7oyxw@ji;+0bEoNb;Ke0RTR804IXTC2H5&M=wY4f9tF|x zydo6AUGhvn`d#nzYwE?v(8VvZ?FGL1RBJY;Z%{EA!0rO&5s2?R+M$k~ql8E2To?C6 zTn{K{jz`7lJ!|w~hW!bRWw;G!Gm{!8|KRZZKmK{eGhYm1as&S;RVNjd~W`$fIZ*uxduDxXyL-((%8XrEkXHDmqnLwsSJM}j^qGb|WR%^F<$G`yy#B;U zmeQj{#fRT|^JxenNCL9Qq;O?D*oy{I{e3O#vXYvEsuV-PY#fmR}A7>7kh2#Qu{wD2#_rx(%^ zt2*$vY=v=d{MrF^Qg8h55rpVs>3YGnRRqkkGEo<$vKa=TVCZz~3T23Wtt*?PJKzsd zm`eDTTkTL2qAe0)q-bdcR)J^>hh*e%r0eOB5;`_UfS$^quwj<}#0{;U&U39-)ymbx zP>kANs;oF<@toz#NQs6dk&ZIvT4MacqnEc%%?pAi5GsVlu%WYn`Zek0y-9-z(HYAf zDAB7QHM?6`HG;LjC1@_!Qs1>Q2>M?b?=Zhm*m3`+8B5!d6XY6|p1~GBcQX?`&ZFEp zbIB*@zhdQG@?N9$&)oh@l_C^Hg}i-kzpjcF>tLt^t+39*KngD@US&v@VMs^w7OZ*; z<-cSu^L>dYoUzV*d$6EOy2?nv&BWo0J{0}1MaOaTGl%+=|W)MmOhrcu2nB|gHYo38d_yyNFy-vUEI-S;_(Epjcdbss=@ zM2XVVuBP?*Dp4$_Y{+N0S_*le-sV0QCKHnfF=AXSW`O5+h(n_AE2mA&E@;m&WUz^u z|GMUxu5Mf0rp4=#QOPO-WfKIIrb8^ZCwG3_h??&KQG}m}Qoz1J05o(D($O@WVcd+) z9aUPrZ%D!a6DvjV*{Wh4)gFl9kjLoNjKQ1gngfF_=(kvd-9>@Q)?#mEm1AV8m(cO1 zj}Iy80ozf^7;}B;H!Un2voBAriAk+re4|xfMG&hBCGwiA64iV@mCDkv8aI?K;P@Sc zH#BYD|FO^fEvdVV!uJ@13mp5E*G8}NG`?n5XAP+*wHa;XXpC8Ww5Q}(F+ljaWeuiP z=L}r*@R2(Q+7)%i7++!$c^X;emhtXVzE!K89c;JF8qVMy#d5Fh?)zzrw3sAR`~+M+ z)U!t*QIMe;kS(TSU;iqQ+gdd;&R7}!ufz`dORogJyOspZR2AtF= zk{~(2m20eFxP_UsA`&kNw0E#S!>0D1wkt6#t6*+;p&Z(9B4yoeo=OjIs-nQm49t-& z9j?h!iy`qz5(X2>>+?=CMW19}V!%HgN+s-L^PIKbV2VklMP)64 zGHk&BT$0c1hn>h!oE6@yIaord%PMpfW3Nkeu1yPq<@d+s>S(AUDG$+5f}0lV`HSAc zD4#B>(8`e{@>Wl7JYHMAWY}J}J~3@@;zU#-Dn>^lJ(iLBzurrYMj09tg@s|lsC{6%lp1ggG*sn(k>`w8O1Gy(?S+E%752R+ zd$jl;XT1LaNgw$~_*0@ggpS3X2lYC)dCjL`#kZ-l4IyO;nJ;1x0~@U>KrY5UxS< zDHXGzoBk+O1R(XYYr&3Cqu?;@w}ONNp?Xo5Q|vBt0%=Bh+F#NrB9H{wD}KB5QEyS; zEF>-W910}osMuQ?FK)8wqj35~BSh?eIFsv`nor7(tFQ-zM{J?K#VgXJZiwDVQz9X6 zaU<}Y9etGuctxKa_2)L8Ki{784-^-7VVUSAY;Ab8F{!yS@>)TF#OuGH^E82u>0|8w zBkL{WqUyr#VQGXRMY=&sYUqXmhLDaSrMsj%bm;DG2Bf7yrMpGC1nCY138nlWyr1WN zKD^)7x%S%EiJ9L%=j^lgx)l3#pr_;5D@#$LzU!4hQg5$K)qH+7#Ha4OyiX}i-H|I< zB%d0ec~3tfO%na}U-Mu3$7aP9MP7N?$Ie;(d5TmOz+pZjNMIs)^uK1ZS$TCP~~&OJQT#UUhLR?*7yYjQtY~C*6AIxy|&lP@({%RvLn;%41gAOpnDd_!g!bGFAr20NK(%GwZ zxiGs%GYZMsmv8&hC6m&?E@En^VO2D+GKFB258=c4Ek|D?Qwj*++;xawKSBp*csIY3 z!~#cPV}PR(xLiqLQ3p=^*kT{+*+WXC>zX)2bTGr&4=ei=jW@1UqSof3;elnlU+@U= zCv%a>MFs&v!(o0?)MPI>)ih~uN_+_IM@e1uR!C{N_=&WhCsvgZ#J2L-m#&&T3`R-M z2R*SP>8;ez8z7U=dhr#zLZa9wyx5|YMV#w(Z0sf`Zh}6&XZjB))i;#jWvqoi%lXd6 zUIppB4oo6<}Xa*K?( zZ}bmE{XfS$t5cbHjGt{NT!{_;Fe%hiD=mzSN3l%5(e{9UU`gG?%zB||Ju5yl%v(R) z6qWBw_raQI!Zmta=f~mY*D03lt>fem_Fu4RSu(dSk~v;|`B*PzHcDhb?-Dek3R?h% zgcwsPzO~BPCW`q?R1{2yDuc$8n@8dKS)}q=VW$c=f&+aCIrt#G*;?QHg_jVTr`!*Y zev}QSOjuJLT-}8%F*3O0vYe}z z7{+U2HSN#hCk0O8stcCo;KVt1Ux0>R!NNZD&diiXeDbfkF`x#NLO|DPan8(;j4h8| zFx35ZVo4l52d*S{^Qx^0W>Xw82QCeF^P24*8Y$6+%V}{1j{L3kI|rh5ms3OqmHaoZ z-z;3m2eTgz5DD|OSWa5G0|bes0#qk{nNB&q?5c3S<|EsW*xW3mn|BbcZ}Ib;PeKsv zOou8bq6SCEpy)T5F9e&b%p1qCt>*709j)TzA?6gg6Wq-Vc7Cg* zkU=RzalF`TUFWxIgPBBTu0atMREoc(L-PRqF2XZSmTQHE87fds3vPa4_d3!sg`UDn zzD)sPF(*DdBJ&g)P3;FEP>ZfjrGWV-4~G4IwN)PMmTa#z{R!X1juxiAta$ROl{-25 zbQ%tAnE$FY%XMhh+JinnY_LWcsm}#^?{8rmRc)p;{j@(U#oj~nEE4og?T~%JVCs^w zPIaM<;lMIlUl7WmHCf$+ucE<~{9=_vkHe9HUn`Z@82&+D_2tfqn8A0Gxu;@T!Q}9| z*NcOb${Kqw$@$6jDjY2AX%9al)u=gnyyBm(c5pGAJ(}7Nh%C`x=v=J1K2rwKG)Cp? z*BT5~9S#xkO-=G?&5rT-CVDVv0i1-A7<$(EvSrZI{&IOu&f4A^?HqEOdH&iB&tb|V zEhjG=*$(O_TrxEHq~fJ=StN1=o3MQpWM6;#R9}eACUpNTjKPGKZ?v8JhKP&yZ`Isy zhGjW0W;Y-5E-vyh!pgDoY! zXnnR1M-(;AuKO%p)H@w%cuE83X-RJJGd_f%i$lVV9Y(|b>dcx$$F*Y)(}4Cj$hkFpq< z=7c{y?j$ev94-6{)pyy`_MggfPf_~jaRGWfKp*U`tN%yOFJrMXU0m1zGGf;Pe*|vF zvY$+Dd*$xTFK|F@r0r2F!iOu0`Y3(7NP;F-9a6pC_E3&7Qo~I@K zaI?L4zyVy210_i&6tT5rPmeuMbNlo3YJV`f+0?r4(Vq6Z1p-O@^F-~o(#)DW0d~hk z9v}DDI=wYu|HgZ&+1fUGRsTmP^!5Hn$8crVDQ$~cSvpz~jufq@T`_uOPe4|pF4s@# zy{~w@nQEM(teSQYe#@ph?dE}JYA6hz-Z zVi8Vl`csU@FW=RkD_a*mSsbAN6!cPziQ7#xGfiO0Rj0Kwb56Q`Ia7u|K!g7*<*SAH zQq+t=@fjEB*B8nm3@uQy{-W?EpoW~cny1YQi({ascd|CJ_Dt3fxtfkj<~`!6N*V9< z!okyU`!BrsVT10~MDkUpvgp0#@*W@KPA-&_M2jaLpSl3T_C&e64WakB zs@nfQIIa4X=rixAVIK+x+46S}xkS-Dcbu&tQ70mGc4>%>WeiJ0yg4D37{j8Bhb)07 zQHc6FSr0LS0jsunKQ#F2duwFx;iJ-&tOp&z5PehL$`}aocWxWa^9)QX;j;bVr2DzC zhAa63?WE&`&3pb5n%vn+S zlze0GS2xa%9}_#8(jDukF zb(OvpbUx+a_m-&F0#@caH~h{qP0iy;m`^*iw2Bq23#b$`AQ?;v17BU=YT9|snYlC# z;l4EiKAzk_io^$IXE&P8Sx(v6g3dMODHq+hB`+zhJU8&a6B4fy4wJKfC!7x(8)YON zMpVUcfA72%nIsu?cks{*CpNX13k>n3^$Px@d1=d4tFS)sB`&(8;%xYb;~V2OF7tt3 z_9Js_N~>4j*Nn4wGZHq>r&bS`+7bd!U25O{(ZB~@Fnlyy>{$G=1j?0Mm|+eUKc>VA zeO50~n(A4HAUn&80Up8Nv2U)-oc@1(Skjn}wZ$)X6zSaYv$R%)u4t&fXnaq|nZQ$u z>%^+tU%O=Z+r8o3dNGfJ8)Se`NZ?Sgp)?-qiTWic?^PjG9Ur2#x7d5I816ARHTq_B zVKLshXDVLSplg6WnwIF9MrJs|L~0|{oEB?AeH)EPjzt84i35EtHH8VKkDgWcp+Yk< z6YX?|9+6|UN$oI3k_0BvY5r+<5hpDfJ4jL1$Vk9m2vOzU&tWH!>w3cQG@K!pqj#7m zHvE!-1`kTgbiRj1Jam(Uhb2Qq{&ujYxbWVN>KRbCL*Zz&W?3Fzb~BR(_ZVuRd+0#} z!H=+@=c#*cXS76kiy6#9$?FWy19-vn%=k?osx6i|>Im$N^e3ZfnTT|!o}_d+yzi3A z{YX7PqtzcKB#qj+AHoifUs2#i12gN(SWRSDZU5FFeoLhAB2@6K*k@JHws35X3eALD zIn-6gLS1_xKEdUTQ1UiRNel`*w#U)sI`c(B|IE_TjNZaPWhP4%p28nnJ=J_Sp=41Q zfqSLijsR}=Q!!xo< z0YNt}cwd@wt`SSo+ueGF+1xq8*(unnO_3Gi(&GA&dAuNRmYE z56$by#lwou-`|8(*knF%LQpLxA!OO$_BS943sb;6UdBJKoxHF66ERzaHQAu4{^@oh zAlINm$JSskiXsXtp9|YJrHg*SmxRD?#+K$|T?%{lgTY9QrBT&b(fdWN01X*^EcOUz zS@-;YaU`X^)iP=IllpuX&7DbXeWvB#tBSaLV7!|>&b7l9Q?gfzr9`YvHPRSW>Z3gG zhYLLkMD#*6vst0Yc{?9{RN=UzO4qlnlYc^iK@IfbJ_zfAt^%xgqCWAV?FuTl%B5$m zKK&sg98trAUIjwL{7Nt8BJxa{(zi^+0`4XA{BkyNkn_eW@82R=>7+zoTG=FzScI}S zw2$`by*okHRD-B@eZ-{lt!xq|M<4#E?+WZwIoKYP9U=RBNyE!5Bael-3W1wRnWZh> zPcUa;w@o!Hop;9U36~q&6Bdazdn(z)X(49`K9Kq%<0*W+es4KX5tHy zg7=b{A+@MNsgk8tyP2Nu>bMs_3=c_g&mJCfC~e;c*JGmlM)fkAvCY?%-J}Ygl6Z+2K zgyQg1CF)9`KRJu=Z;0m=<~tcb1!&U?_U;dJx)ZO2-fnEidvV_>gT1y{Q5;+ zOu5SZjh$bk*SgE41WFSj22_uq-;XlJi$4Tu+D-{~40Aah-G2An+jj)TUMMk6bsV)6 zrY&m|*YV-5R{6co8{|iOlb;Ysy1AP(1atKyWgL8q$1%-9MbNw`d+b?JrUyXmjI1s11ot}aA$;E&e6$t|9$?! zxRQcenbJwOLea+`92ndz@G6=jA7#};+ab-+kN zfr%q|qGgI{w78_|ZjvH=tG&uHiIh1mFM*Qf=%&N0ua*O06m8S9H}BhjzT#%#Ql+tq z@jcU+h{3>?T%k<2e>okEJ-=^>bAdxrkQg+B{`a?D5-Lhy-vHL++C`6KZ}<6S7j|%$ zX*rjI2H<18_30~zQEFjT{tZZ{_tPYYk#b;--!8A7?}pq*ZT}==wGZ8i)2t}BAIkN z`^O~JW|lay%#t4T&4R@+>JTy57u3NN8bBtKvw6l$npX*{J9r^8TU3A4*;7ebcJzKZ zitor*-9|W;VOH}*Hv3Ynyz#tu={}1s#_ztwgN?3NwM1Jq$viEvPyfj#7F;vvSNK6udy*@S9*{T(?|yn&*0hf5iT81VFx!#iX3~c>1rF9 zygBapIF)8HyV=H~iDm4zq=pzu5gkuR!d6bt5bva9n_a%fR|g?%sdKf@6n5!O@b`r@ zhJ~94MN0_Xgi3x;&CC7t*#Re-Q%_RT*SeGZ6*1o=Ru1!fvUBgXw2O-KaXg9pj>*jh zJRbA6IwU$rfX;pMLf2z>joJe3fFtmOH%k9O@!(~ zOievt-b_oaPl}&`Vrvd37^@s`EL7r+6oqASJ^z~c^m<(Lq+`(`H zFJO7;TPRp(M@Us@uBF8IYa}_gc`kFVmQ!r4jcnW;kQ-mWDFK@~j1k<@wN2DqKF5m~ zr2j9s|0=oMQF7h=i?UIKj%1zOOV`Kb%mtA>{@hc2_ z5GIV#O5pJb%Go%0i@!~S`p_4Q2$KL4R?(`+Ojco%6F+5^_Pd8DJ#LTF@ zJp)as?s0qRG4X{nY|*%+3(rX%GT9f0#Fej3y1#his}J$D7g_Y|dAG@Q=C%C64S9wh zsik-F$6I6gS-8%iX(&<+T<^%YH?b|YhydM`nf*e{Tn`4CZTjoMqQy;mcxWVD-wPP_a>n)lBCO*gt0oF7W=C1~bq(p;~Nn4E~COrk?imT zbm{O#Imvq%q{|z&=)L;WbMcp^s*XQJQdRttv6QcU43^a3B~f*Z#>XrsiAu;~!n|Jh z$IsdT6=HRlTnR)qpRnEoKqPl*g1=Zi6FrAkcSC(26EgZL)_@N`?z5zzpt8!q}Y++sukaB zzOjX5q9WgGrX@I~LqNz#Q&>awZ-416cG1lLJ$+|h-Mti{6wn^Ty3=(m6>`7}e%?MI zo3(?2<<)H`D-`G&^>yKmm8fz9in+oR?xi_8`{0VuU)LzFGB#Q%g}9Led-S$VAkOsyEh5Ang^X; zNm=of&OCE&CdzY*qAYQ<{Br9c7ua$);|0@vf>y2!-0`jP=F%Q-y@}Mlj>Ql~{fq*` z+A6txCR44?FUuff>d6+b|F<;Ye$HyIhfuZWnP7lC$kY{ zqKrUT!ajoGRXFBlWT*e|y8{ad&dQgwX^Xv{L+iEpo8F|^cwP+nfiMV3akvI^BC zFF#EZmlv+N+5Pki%prS4*?}7(LoT?E;=lV;Zr;pAp?IA9>V(ovo0l|?{3UBySe&T* z-;36_ZhG%Eo-DSz^Mx&RVMf5%>%fld!o77OAlxdx)F(MU@!SSf=n=5o2CKzk_uwgS zDs=g#cmkXp-+1m(K}Hiw6~f}D0vD8Ksl`vlG1WKu+k6Z@1Q?LWr}Wz<)4#p4r*EH0 zk(wsULa-XF5>ZYOGLW}iQL1RDh6#=eiQu?HuEu5Zo#vf-%+f4PNR}EG`VKeiUL{w> z94}P~LPxJZQ!H%`=RKUD_j!}XawpPB_o=HKFxHUc^nJjdPw3@6wK8EHxdNl&kRN8# zRc>bRIMRR=Rs(HG{m6i|LKooDaJn&4CNn9Gsf_TV03mSMWzV~4gfmV^2H2zjoz}e* zA5KUbp3US&zcW}_EO+h`gta+=PF)$4#9Cz_sJ;>?MpXP;=rkvigkWm~7ve<=VqG#j zZJ;7vLMoo$&!%d3#E8!2Lvys1)epieirvIOk(($Yu=)cI&vd8xYSO0;SNXV7FO(l+b><3M%@U3Zg zw=h3cKj^NoDT@MkwT1P(B<<0tCX=5Zq91fsXgP<0G8j{Fw!LTtQYB5SDjQ6(NCWhy zv_X@oJDFC1Su?G!8jx(s^ObrafVouE)3uIL$!<&wSrO!F>AwzBlmD1X<-aCZi|0`@ zXX^(_N^m^#9Y;fiaIl-+pIHj0oy7PMmZ2?A`!wVZT|vd7wve6d#Pn6oZvm%dUw8{& zKD$j_AmBOCEoDfqcEzK{xv7{-YOAz0V!S&7_#-o*I5~(djfn|IF}qq9Isw_EGz~22*y}E7Slwxvk;<(mN0>{Q1XL`MCf^@R8Cno|58|>_!VP*ne#^=9k>{&HM0- zi78U}*?BzXYaCB$!cMowSpF|8s%Pg@DEKcN;zJly+F>V_WtC6apQ2ZNtnx1h;BrB4 z=1i_;oyClC#;AkoKl7MRIFh+uY%ymrMSph$A{N!$^PMk0mPZYDQ?YvFvh>Vy)?v^t z&59YMC+tBQw|&`ax=gEBd{Do!hlwzLu3Uv>CnPR#M+upA2)5IpOXn1JT8Mi2iz#1f zGFzJcwVOfhGu?1;F?iw0ySx^gQ1o7}4wft_T8o+Byl0VqQ-mj0gUK(-a710-C*0K2 zhDg!cSTuemknOlgo&Rf|6+aXINZViqGtCcuii)+nydgDLu8wzoMm94Vd(fY$=XuD< zQ#v;$9tEz?oG`Lft|IX#v@j>jX&cVe;kslTED4n1?H75Z}jncdp0n1 zH`MSw=|rAn1yh6by|jGU}qrG8Y-ZLz@! zbm&*@A6w25{Xs?RpCD(vbJ%~rK~moZ(__S2ooPF7JC{izV?|RfHf>fIj~IFmOHX=` zO3*7&mR-JKVKyzSU=NULi8RvzPx29oP#fh^-o@C@V1W1l@f8Lzeu6L9&<|gi6~moG zk-`c{m*6E6BEwE0tnF!zOWk) z-@XJ%>GDC|Wtx|#9>7LRI&C+jiZn}MV09Uu`hEohnV04++472%;MQ=nW4C?Uia7U) zz(|kJW3O`1vxQaHuIU=r6BSzCYK*8IgQx9Henw?|z z!Pb!)*fnZrI-OO&baFW$ZD(=SkJOtL!cdU@18IqKJ$MBuG!OH=z4poD5{Ev2wm59D zl_<-BJyw!IU76Xfn$Hjk3rcuj_PC(~Y#e@~D9hmvt9hSnb;;xi;VGyTsLR;1jr4}x zVfPj4d(~3}#*5V)Hw!vc@1X!tTcAerVY6?pgrF@?f%27WvU19|{Nm z{0}2OXj;2!?QpkZrQ|Lmx{uqAGql^Ko3R!b-1%fZ_uHo8`Y=O=(>wgOxLaM<>nPR$ z&Hx3*4^&X)x3bQBB_$*poifIg!$Ms2!(-u^R(mU=rV;cqJ&en%+;oaKw#dRbIw6oi zklx|1X1)ELr&MoMZTpzR=gxR27r!^=kKJ2S$qKNS5Rb@9f!*Sl>VN*q3my0YRg?wZ>auIuPzxiaW34SL_my5Xm+jNGz;+AZftYqu> z+2+zRG14?*a@b85s4$1qb6UrT3400|vwPS88HW5+h0y9_r0@@_I_?Umc&5%Z^MXJH zi(lQtH>^l~enf{cP@x$5O>i4~W#7Ak`sj@24{#}m=(?S~^u_soHE_u&Sfrf}eV6h? zyG-;i@IcuuD;lD-*jfh`sv^{Tgb01gQNFIVSQ(B?0(wK8=K>#Y3(?0hlQ^o7bLJh@ zZ>>Uy)92cplS}(=ek-VG)l`-$Pp9fp(^S}vUTSI~i<3<~3s*hf6`q_~w2F2NMY6E5 zClc1-FklZ@zfngK*~W_#YZQ8kvjT6T^kS2>2Yt4lqbmRW(iK&G+ZV;s_05w^_yr@{ z_$;X#?9wthe_N&qyj^)X!YDpsBW*F92D9nTN-uDaqH7ZzAseiALz!s0Gwt?SQt9K4 zUW#Dc>9wBZNv+DxRMNz8MB{*buB@a}42)K{dDP>z~V}S9dySuGO3I+bN&q8##-X z!q;)eijfUHuF~M^_x`+z!F|E=nc0!K#sV_TytI;ECdW-{$KL@30%#@8A|^U{QtqBU z9zbTJ5@`@P<*tWHLB)c~PFX`#rlMt0VTNR*97nfymDWpN2Z`xU zq^}p;Yr;HU?Opp5c%8rD(yd1h?R5Mu!|TC=GJU}_0_qZah9`RCQagr$;X?Muyro1@es#B?tFC9mt-mf;vUwT0UQ^RqD>zi_}%6HexL#E12UF|@B8sG$Z zJtJhmt|<1lLB)rllJ#;^wUMc4V}-_-@)fffS-Uw( z{4cNmd;;XGHJ@d^0kTb2c{CEk?NJ@Uep;DC8RaSbsvr^3BH98y`e=Rmq|jgqOdXY* zr*ixr>a_-aHyMuE)yH$M`8}ifS8TIY{5MX44gM(p*T6>csKk*C!z4|v1ho8Nvg(0* zm=FbG>#_7tkwu%ZU-_aTNGi@WQ5W=FZq|%17*b$a$=!ZPl6Qw-z*I56vd;&sm{8~l zg44^6=fqx6PvN0PZrRZr%Kh=+6QTMYowOI8dyj~|=%L6xUdM!ND{(EuF{r$iwM(f) zNlx-7_k@S2c+;YAgpVdNx0vxSQiCf-n`+=JRZ82V3G$@ole1Q}yKG6!lKAA(lWu7p z*;S4ur7mZ#*@MaY`EdCdb_xN#GA9n#j_9Z(xoF&liju|Xl)2YC@`YQ^#lT!CLCQL( zBo#*wsK{JFQ90N%M#x|(Kx_wMv;6G4a#L`>~8eE=Yd(pm#X#1q)I55Kg4Q`K)@rrZ}K^2|x<8KA= z>-l$g_(LimiDAz}xP20yDvokLm*Y2CQh2@PbpcY*wtmD5n{F2%4wJ0804oN%u(l~) z+0rJz<6|OlVok9FfrSnOdWG=H*L*rRtEz8wBeg8(rBmRH`S6?0M>bq990oj#>C{J{Qrny7>kMqxkFsjrKCx#c{<~o&J({8Dx6y$1t!fL{{hM4bTBZgA~brN<9 zo#;~Qs5paJ*4%~2q=kFwc&vWF5@_vINY;v2Ulq*tDI(HOb7jV~Zpx);pF>F|it0DDjh7-RgM^Uyx~lC^VoTwxT4Z|6pwa{aCc6NNf@Nfy)?4NRzd zMA*@XYj|QL&jI9b?qZe9DMTDrAIj1TJ!++CpYp3qt0d8X@L_Rb9~&Y|EU+fYE23mo z7{r<7GIx*vSV=~lg>+!2It9`f%MeP~4uMbf6M|)*_tAnpShV8aM8I%z0jYcX z{dIBlr=QR|ge%#uRb3?y?%exytHa#~);>m&bXa~T<^n@|82BlAP%>w)?WNSb3;QmD z*tYt^U0cB3h~zCA;5)qtkKIX=C-OxKBfy#!RC*MS2%S1;e2aBDt2X{kFLdUhu?I@m zr`Bk{r~l)$bh397hCO+F4g2_m+jR8=1Laim*ILGEXFnk8uaS&dTWIg>=YEPZdP)LI z=K_Oz-zjw&r|Nh1PZFSIKMGScFZpnu-fb|TMhZAeMvmO2Gp-9(Wr)wDi zG!2ClQ`~o!p1uIg5Wmy>y7g<(B`ps+3_-e0yuaSj;sOj4rynwZ2j0&rf%;QYNr%@+ z)I0j6#1wBWZhkmq7(d!d=CN*F&++`DPN)94b<4^CEEnx$25$m8#vgk%(OdlO)Y$=c zF;d9+bxl{k9Y{bn+jVh!9_dX=d}gVh(*NU#;V~De68bmLsrRv$5DT42dwAC)Rh#Af zcJJq7)(ZZ=1OC7N9g0GJ*V~w&D7a6u$mRl2fz3q1RlUu@gRSD5f$?8KH%=O5h)3L# zV}1YheK0F|4zdCw=Bs#@Mj9ZWEr$zx){jmf)ndn6Ab&Jl11@<`N@d8IR@ca!_);)} zr1WY4Y2P@(I0ZpseKqiOU*{iWx*8Bss*yNvKy{x=(nNi!AEjQ{_Kv4-i4ArJzxgdNSZPmhxh=*KncmBPT6e z^+&NT&kwDv#97Fj%sN1^rVSEh2$zu_i7J0aQG9`)U9@89JMMT`2D4Tw*B0OJ-yul3 z=F30!sJr@s$LG+qgDx78yT|`WWC3pw@S1%x!|eJTcO`GL*vELCEjOl9RQBwb-o>Zu zepv=@Nz(OziL=|NHZEY=<{gW~Kt)$aJe=NE9(by4c<3ieG1namW^>~4yN_aJLc<9N zHYV4y7PoCGOn&0Ht#3{+<(w>wSLUuc-W}oMDb#9ICkxmv8`j`+XzZ~X?A4zM2iYC+ z99_!bq!7lSKd{#a4S#s^G`c{KsE)5CHgJQS(gR0sNQ?xphyOQ;Y(2Fy#EjD6S-M>2 z<;S7I0eXsm7|bQKOFx7<*iUyLKji2+RKgwqoY3%D#wE#QCedKMw7Em5{#&FtMKj8m zj4e!@M_h$qmRO6h{`vie2W0Y)ULhR?M-_v46DbSzCj(ef9LYOjPol@fiB)=+4`J=O zBk>RfX`?oV+%^xbo?jS0l=xsf53l)YhH@|+b zjqxI(>R1WJ@tbrdycK4~O}i6f&Pyy3wlUhn#oE#9w@_(IUNAYZP-h=vqjn&7nlCsg z*5V%Gp?1g~yzt}uLGU@l!gvlw^G$Cl*|eEZ9xna5OHn=|S0pF{k%vK9c<&esxqxSYx~cNz`=YuVeHD?aa{s^>8_#yJDqC!W zo9@*ymBs ziBsn{84!mPUOmJ_TCUIFo^hgkVVSMK4ln$VHb)zSkkFvK*{d^;i4jW(+reUgzSCTd zYt>OcLeB?oZ}BcF--mfo)>3o3kDe;t6WCx+P33{Cck|HGc6_aZ1!QtBH2r9Qq_tk3 z*C5+jlGIJ>?vLEmx+vr-W@@g2>xQHWw?L`5ka%v+e!^GbS}ru39UU1d8-FMBAvJIu zY3jf4e;>ys*AlHp__+S~6$~aO3+Ysh9xSI>=ng36A7VnKkjLV0ySBc-

u54Voj zKMnsK0m5}$<#8ky>D41K^$3RhVYG$CbMK;&Dsrp;H0_!s82q$e92ZC=^X;<*X21pd zTeK{cG!g+EsxMPq0neF%f|R8S#k~JMhWEoi$jFnrA_3*Lw<+ioRBQWaaYz@%fkMC@ zp=Kne>e>fUa%P?lE! z{~{Z{Dl1RAg$y#+INq**(Xjui8_{&hTNgK&K8)Bxj+t&5>82(&q>qWmW*3P9%o_Ut zi{qMWIMV$OKSYn{R?snuU4*l4pO#o98~)iLIO=EF1%vY-?-(vb=Ht2V?#I z_%F+}d2Hd~AAoLbs$mdEpe@-2CH{iV{%Q;y%(f3ueBn?#aXC|*4#6boFW{6O;N5I~ z&h#<6XvFW)P~n~z-(~;tDKL>87CWNYvq|()OW~;V3I5OY`MBzA31iGpTK?HmZw?9q(`|AoncF!le1pAiD#OKkSXFe4Dw z04_Cz-F_Is)KG3>Iz>y&Z>d3|KMPzgoaCp)FiHBD8{j4wSEc*a-!2h|PvvvP~fwUc+vOSboi)_=uxBbTc*&eViNwrDY^*y6FT6b2#GA}~t* zA%fVD*B%u@i1L~2C)i(TTqmgwHj9lFFy2k`MTO0&|PoW~ZIbx_0)Xmsf}| zIju-U5i<5ayj#*uF82xlvfN1BR28e*?A?E1xfuImvjC<4kMiL)5kUDgBvNlHL#&bn zJwc8k=O7>ID9@*lSq84bWsho%hL)v9n>s%hqka62c)kr`^C8TtJD!v%cv) z=U=;#45S$6a+SdsPMefN5oif`43tV#G*>w=@DWlZFTQyl2a3KY?Vwa*U!DH}25lp5 z2^fEw%7G_Q13fr_oQC$I5-zSR`Q*TpHU>_c;^{lT>YPqc9Wiqh;5ViJ*4C=woN3{# z?(U^wa&6_p-A6ptEwf)bEsVNp`ps#srrr1JnCIGQur&!`I=~iaSYyuN;hP|HKbQ;y zeYM8;*P4V#AZud1@V)dokzsZ_jfk|llL4;~M>IFVvp z^kDDNBHqdcxCeUh$5)O{H%O6l@SkEZKbnE>r8MuF++usoJl^IR-SDxMbp}>IDf3(> zGm?axYgXdYMAQC)vb2sySM@%pm{aqV$x&fA;1iB(spQESg^)VnPmckxGq7eLWK58( zk|mR^?DPi8^oL&N1)A3TS);BY#x;xbQq#)VR-3#bJ&I|5>q_#=6H$@nkXkM6m3L06 zHvY5DT0I|GE8lcWl<~$JKXAr1^Q<10-VwnTMgeH_f6%Vsg(UQg2yXl><4F2FhT2EG zy%)b5RCc(Oc4uyk+Ug%@tv+o^`bY=0_Wev@eUVnNdf?;z^M)!sUzx-ztzzvUvTxKo zb6pfPC(NFuR(wiRjjdQ$`*+js??L-dSTt5idbZ-~Wsdewm1s5qE3E4L<*ZIoOgOos zNfi-0V?DB*w)plCq8Y(V`51Qki}#8u-=&V4f$BnLEhX)`p}622n)52PrCM$5`nX;n zBZ>O9=-0@o=;jo4z}q6tiVx=pm1`!!Ke)8nnqh&hhu0bFx7cZ~oYK^E@5z{cf0ue8 zY`8N6>k<@Nqo`wI&c5MnK1|@AXvL3lLsWd#d^vU-9-N-F?)vojtw9718VnR)JMx`- z8$&?y-anzZYf-H(KmR%<|N0rEkW)Mk+dl$X`@l`-J&wl3RtwvhM<7v(coc7mZApfW}X?kKTYwFszFWCQ}JTyfb!4O}uIqYY-aY0*<@m?@Mcjh#HJ7 z??*Y21a^GP@1w?dB6yDPMBb*ev|&ud{Km#`WA&2CbA63Zo!k6^{I&=UYo++kKvcj+ zDQfU_$EsoN)_OJNRAyN;!;z2>Hk5Do{N%xk80$W@(xjr8{&lHVRY69Nka}jTa@mLY zkR6OGZBzm2JeT9voBe7Da;k3}y?U45W=u7QW(e&AXUmVa0B3``Py_0@Bkp7~)8R6v z@@KIb1LguW=(0GJHi6sf0AIBk9Pqk5VmPcKdGh`ysy!FjucEzX)uu7PFXd_qAZ^|X~qWxnLM zCMB!=^hZ2+ze(J0YzxEIK@(#e4RUrt7aXOMVT6v2M$iSqK^pLC8f}7vb*XZgC9%b% zuUQLoWX8<`{y?oq^Q4YAM8y@!wnj0UC-tH)6tx(qU<(Ls-(yw9X(GjolQs&fMJNU_ zgQ4>>+=;~20#H9Yt}+sR9@EFIWc4hwR3b?!smgy=lB~JMoX@$dpljr)4y_P1!fVZ> zH}b59gyo)ki0{)!)U+-Zil}<8@KGAIPt^h&JmO`S+fz_nBjbo3cwD|t>uAyCg`A6Q z&s+;ouf&N&$OGTMC+kDpb4t>8F0J`eX#G52^B_d^z*z0M)Buw~(Vt!8U})crvbkP-BbiZJNGIdACc z{U=(HadZk}B%+4%8y|=$s#{$syp+$#C2gAPnCj0?+_hw`a)<7VY9$ok)}bj$u7p!* zX&1WBIwb)`$bXV$bIgkx(nd<*GlH${X|1V3pJ7`5T;j(sK7C%@?<(r6tO4wR5Km|G zQ-lbxP}asMO7!I!lo@9AHRBZ}`ic;YQ1Higq2X)cYd0mv>=0+vPiP|PuL^>CC}Y0B z<*l-8<2AltA8CJ{vOQO4Cvm;t!R?b0@;E*;b0x=s=J*D;2<-fFVdt&7MaP!%5SXy|wxdQ=ydUSRKE9Tp zU(Dx8jjv%MFS$q6oRgsP%~Ael;PpjF!8VKB-dtoaPhx|S;m#!cH}gb}VXjhJ?6)@9 zPo|!t`VJ66^vGlhF>fdhQKv?Y&8kPix0x!bfV`AOP^T|5Xq-u6Fu^ZqMbFdh0h}|M zuOq<#$%hm$GJaibJ0-2Y<9?d0@_s@`AS{J-n1k-( zv;67{y)X+ok(_c-fAPO|>~Fy@@>Is(Uim%D=-HX6il|sl7;`ime#*VuBK@s6&NsC0 zIb_-_NciYRFTX?-qYQsz1}wU|%vDYHQ>D*jR$*Jd~ z)Ao5-441rqP`OmsZ=iUy%Yu|FRX;tx!Ww5Mh41Q1J%0;h2_vH1j{GynYJV_IKBu*q zzxdXYo`ac)*qmy~$_^o!jC*yIh3|B8#I=!{J-<#sUVNoO{%20o;uLUV-&ZGvHos@I zM2akl;xbhRe*Pr1M0ypxuGDJbI?WysAA$LGssmoxjjT&Y8;kpINm4T7Ue@B@mh@ab zwO`Zm*j~B4cH%p?0?HemtR7BtozKMaf&=P4iLaQRY*^+u9u47-oN!xIP z?X`&O(@VvMD*d2ubT+6|idv|xgui9wpt;Cflz)&v@FcDNL?|o-Gd#LK@+seg^7v!Pgu zA7*oW1F^c#u>^s)$f|Hd=5!FthxGn(pEr30jIx-ECQnZo0I_m1o?zmtGA`o3(K#<&Z(YwmOvo!X6^RwQ$S)e*@nrO!xY|V{}aS6WD+!h!p+`sKcsTT<{EVlf(moijN~E zemm6J=f@qVWbA)jYPBmnkomnd^p+qyT zDmu4GI;uwtGK}U^hCqGrK^i_c)djHmF1_IlEoI-Ea=@M_?0tYR6#3Hl6jAqd$P?p* z$8MI?w;cIh<~7sR2>!4N0ZL!vI=MoAmf8!MJ`Mk0^Q#4>LOtE(SO2!g?=br?(cSh} z=wm-#7yo`s%7?{Ata{!@@B5b|@~+dJ?yu?oTkh@au>mAtZn~R{$-EHjk07b-S@bVs zYStDlt8r0OMa;VQ=m-T$+SxcjbZev;${mC6NUzJ!zIh~XQs>M?UrP(J5A3UKrh8QC z^0_o^#8937wEc>|-*NgJ_0Xtv;Ehs!T2 zi$W)J?W^ZoxS8oQUGH4nxSgCe%E$+&@Z0BrMb&MWCqF6mD6`{O6BeUW9zM>+UmCM;o=tDf;++8okF0vySuwnpty%3#frOA zoTA0GrFiiccPJDn-rwo-y!YPmjq&|A*E(yjB!h&rlRej*>SAYqs4q}~Q-H!Y2(E06 z5%7z@&vGTT90_oDV|k@3ZA}8Go>dR%NXrt+rdnwdzSNU`N5MPJeOG6I&^Q?q_iLTE zDlae|tV<#T0o_)1$buFUz0G?!OSY$3zpAZ2!^=o4(Tri?w0DkWbY-4Sk6}^UKM3O< ze!n5^X-42i^qurgVfA}gfWpL`1Pj$SBza24bg>cTYeERYNMUZ*`)Z4$VQFSd9Os!C zfVW>^H`}fr(3H-Nqh}>=OB~>N+N3tCgl3`tUhR3S_u)sH^aXqlcVq6QeT-)}>a6CH zyP#~ou?;gJeObexb8N9^db&2?cqBQ86X2O1rHv!MnJ|vSu*>504qx74cpS(Y+&RxC z2;^hb7K!D5(Gky46^mowl-U{A3Hef1){ObuvoQ#0-jw9IseKNCJ6A%=vYzEvoae2;0+IQJn_;yZfJh4!Ogg;1lk3B z4a4cr-sgmqA8Bfup9kubnUBT|k_=S2F}k?R$I_a~n-eXG7N6BL)TWy11>%YIZzXl| z*^V9Q>PM>o0JR!ZVPFq}#XoE*5cwV=wnOJ|wJq|S?d7YZWxg#1whB{PwIokz($fZ) z%3b>x593(6Z3rIxM4Fr$0CP}puFrHu=aa0sK}MRKHZ1K`=Bu=l{OBU9FlL1@Y<@YCAe-`_#xW$5jrBoJ`Lu7|NIR{k zmXWLx0c&`LR_W&Q%cq%{Ap`Ay(#50{7`d{o(2SD>E9qwK%X5wRH(arfz^!LO&n}C> z;~jghYe|yshs84yOy}|zaV%ZQs4w5UPj=H7!r8*kdyGsjwd!c{&EsGI>9V@OF?JM5 zRA|-00@@*>*JC`Nw7cd%!;@Q;A5hlwV+L;|qwl?|PkEq;R%*t8SS){I!y_@$^YJ(V zOhuY&o<`Fk?P1?9b-?*+jvr8_*TN6>LT6a#qv7vsnFAWc)Y@v<+UNjh$N{9 zcX`J|{&n&m`7DtSe*DQ@o4I8OA@Ali7Rw5k^XmA%W%(z5jRk4p`mLvFFN88R|Pecda!Mlbyx_v(RJYxGqT?!or95s=imsSHqRYsx>Gh{aUHe8Z~KQ^5q^PU z1sf?{@(&;$cRveS?_mr{OkB9dOmvIZjcg*awzA8@2OG`8muFd{m#P6wtn6Y{;}IH6 zJ5j^fm0vD4m|2#|%*o=7t^3yTmpU^7Fb|UX_xUT}OarX5HV0KWA}6ERh-h2kHZoP; z$3m(4TZ@l@HNDHUfUMC$R=id8NLOL!pVETHP|3>l{;je17v(*>Wl;XIB5xPex(+ZcEn+B zwhaE0TVcau9rhG!w983$L(6n_ZsrVM(wkX6rK>=;JOZUg{e_0({aDKd4R!KC5B=z1 zNqK^6A-VIIu&Af#JRm4J%8~AkQ=ZYf`eN`~CB96b!*S`st3_5kLjwC-3rCafhtb*n zqKxP#NfQdkJG|j-Wu;?UH{TB>{^Sl0O9=A|DH)s^KR*j3(g2gdo*)mAipc&UFT*MQ zr9yCcg0M5-is6Zcu0Jq_7fB$>Y76YORA(E`Kp~@b zvK7z3iZ5HbG6$^DYrmtR40BgUlKf34Va8i&UvkMV1_@K{O$s(<3s&~8+2RND9`!0T zzB5g$s1#_XR6-fnbPj2#YWlx6&*oa%IRHneT133Xp`+B zxqkf$a^}4=#o%c--vMYwSqg@;|D#Wk_YogOeig5S_h@arxx_;}?%%Y+THLXMbKKgY z&zbU;s`J+d2G5Fb9lUX(6dhjw$yOZp)A|MGiKczTCxia4mavii|7xp@T@wD&!Qj7H z%nq;rW<6W}t&J6R_;F9vF?X~^GL*;X6`Zi<;ByArQYG!`g`TyD_#t~hR7}6q`Wfbl zMtn?*`S73X`JXsED;7FxTfr4PgE3KysnMiOP;@jaLOAm?d-r z$YA7&%H>P#iTi8-QH5-k7M-XB>wk!#-Y9JZ5LI;q^~zARzF>;L zac!J9+^WNRR#p482r2~U)%$YvDG^jaQY^dN)0P6z7JHS=sA=0_v=+f0mgrEu5=16} zgS-kaJg42^;NztJSm>%PsN>d4F$Loy>X+K!({b-zSB>Rj?3dc()A4BYBv3F!g?(5_ zqL8JG@jV2zH0mNoP;5q@i|As3;M8KI-T1%3U`QG`BS1r z$SUd&eY72gt-Up&9ZqzKd@e+bKK#Hl(o5npA~kR>S7D2AJLoQfHU< z2o31R2fhv3L%uC?C9)s~E&MT;Di9OIxJ!tcgMg&L(~v=W(8Vkytkj0{%~cL&UAG})eIz*LJu=}#UJT%OdtkvQPM{7a!GbW2f^DjaNv zA-)-ul(&=li=f?BXBR%28nlz4H270<3m%Y--bptaYN!T-xXst!TE$G`4%S-QN5Tc; zJw)6*A$>3dH@rEEfIA;Jq>VQHD?;ev31|lDaw`vn;z@qZ8ME`j$N9^@V324-&XWeF zfgm_c7md6Jpn+=YSeC}6(MJ9QP_dXbkAs-h>~DQ}f}7$Ud-2f1%@+#aWpZhMC&ZUP zaQH|=UlP|LG_ijB2?XF!OJZMS3Si%c=o2b<`I)1h@plu$Gq-098}56ClRSnWv8k!3 z1Jpcw^(=8vMfl?%-3gH$HHwxgseLR$=d@;L)v5ZW^bN>UU9U2`s_7Y-(P~3~^~!>D z7`PP_%%5_s1gCLji0ovAh`in)vWx6a*Kca5#(@;$ek_SlZSgpH$^1S z@9LEAph?O-G(yYSXoJ;?u?l$M`sie# zN#JVyW=x2ii(;`_3UjjPsgbW$li4Q@V#*gK!E%PlNm6YO=-(}3z6Yb51 z&!O&YoL-|hjs+{*Q3qYQZI#o-iSyL)Ii)s9 zXdUm>F0Qp5Lq>9|RlX_1vw5cmrOTw3`M8r>a*!Hvg@C4Li0;i3k@*39wGz8s7+l79 zKKTK5i~grSbl=i}^T(%GN?*>`!)&VqQ`H>lmjQ;MW>U)&-tNw7Rpc9~>09BFQ%LU= z0xTa>@xbFtc%XKACm?prI#uQOQ9&M~UKQq|8E%+m?tnQD*8 zk#Kas^GT68txyL-H!Tyy9R7}{s7pGhK#WKtaFJ0BF9zibiFvgOxcCNs#P;)n7BH|d zyC2NChJKJn8;nRbk{MMOM@1KrcR_|-oh#$ZFLn-WKtl^ls)Th;;0fdP*c!9}oQ^>4 zGVyW?iKakm)YI9ggqTH$gCv@aJjhUbmvh6QfD1H`94pOQ`3P;#`OEUs(HJcvACU=v;#_=iijMy;u4%E^6Nbm~8P}BPS4S{3)h9m)1irh%&75 zIXlK7u!&ep+RH7TSQc9;k+_GPQ{;mFu5>I-cUM6fla%mB%-`9Ud$?boa!9wEK$F`0 zLE1M`)xOsoCZA`g#L*BmTWfxwRa$~0;i^a;nF(Qutsm|eJ? zAhV1}dQE~b%oel_n>O|6UhB)eVrL9anC9w!AnMalAcx{;=R4aZ@rV##vGa*%caaJ* zo56f~aJPD1XMUL;0|D9hz`Vu?F@MQM2P%xQnXRS@Ju;q{4oG{7RBMeD6TEWttvK> z(x2!j5EwK)CeJhLPuuYFXC!*Um*Q)s#VW!WN$XY@P&l7e1ulC@lr2Tx~$~jEySn(Tt4WIIO6-<6IoM`M5iDNf4sg zoV5~)(pBq$ck*t|QaOq(o9be4d;`EU}7N z@oguAy({xNSNTWI-^3;;PiRP(91N*hTfJ*$R}@$0ufzS{*J+r79z1T+9op1Xr7ubM zaYp73W+yLK6jU*r5TU08-; z3Pb#u>}c$nQ0uO+oW~5l*@aUh7b_T-Q!FJn*S9}Lh)#33JQJ+wUi3_yNyXu;l~O2K zE7ZIXTNG#(v}Xgj{pPcBhMv)NF8*sJ=wZ73voTAg@@J;L$P=$NU;gUz%}wKd$E&GI z!fb3uxs>G9r>^=+n4#1?Gr$=}t9SisTEO@jXGLHwPsfgH)_p05(1>o#pe1~6L&p~> zg{s7#C69o-YhaezAE2{Bp0Q}fbz9SL#kZCQok_)~s^19|%jX7Wsg#Tw=rqd3;QeY| z=0mz`lE)4TlV!VMvBgKS))^EKc_-w}{gpyU<766vH92uab=a9ywBAJg9sPO(9AtHx zx|Rh|1Xlq9zr>A=6SzPeOW`qKE&!vj(~%Lhl+QiQRIwU0Soi?LV(85-jXPPYhJ;t5 z9cSSixvBOh>zEbF#C;HOAQkOBnMVv~bR1AT8XCz-BdiYWKae#qvbOyG1?{B{CpZta zRzumjOIW({C`#@m_JbX;B&j;w)w^nFw3$x@z(Fph?|+`M0gu-H)O6Rd@>w8dZjop9 zJfFD_i=fgy!?bhct=ntgUlv{OH?zjQ=T4@Nzal75|1|#SMBQ|+Y3a|S>v~TvM0D_- zxa)~_?&l9Yf)DO37M+Z=@*0Yx<>p~&m~;HN!o}!e;Ye5l%ES&$ECq=z7`nCP3A9cA zMX@Ru=<=-P348`R?s6*(vE*&mQ3gHg;3(y_hU6u8uWvXgR+YQvd)*U=-$qwUb_4i zARQRP0W&px-?NXcls}bY;?gxA{el~%r@;q$Pem}cu;k?>YoSv?Z2;TO=HVA!mcI^7 zEgn8p&Nk#}`ptrYZ2p&Kc^bU%Ku7QoH}iMQdl0zeZJhf>hqu#_@dv%YO7EqtCo_o zZ_P_;{wRd5rUd2XBYC=Uisbsni@gJ^k|V6rLw84gUl^O2FIF1O!3He&{W7$v_M1YR zN)y&9LYgno-hv3B&WtP=k){fBJjsW5L*(Gcg-qnOU*>V5PIw1&I)ki`15>I`;_|+xrld zRyFL>#*Afp>HX8*bFwIIvUZOda%hyhlK~K&ZTZ!N6;w8<+sSFQ0-x-YKMtQQlNZScVSISn@lPZI7FsVcSX{*ZJh9LDATtlYVuJ77VUL z3&0tU%l_NbKibXO=PZdBz0!kV39cWtAi|OE7gpRLRESm-H%DI<2w^O!it8Q;9AWXo z!L$BN=n)=kPvc}vF#Xjk5-ld9=E;O$y22_FBc`q9 zNt|Gc;_rXqfWSY{$95J@*^xH=3`6)fI7q(>z21j`42n?Adx~mkgeoS@Lefl8UQFnBW#MN+5fEnyC@?u z_TS5lr{8cajLkKyh{~Sy|8u#;7iv8N5TalP@7jW6*+c+(6L39>iZ)>igKZ@X>aZU( zRt%7&1Z*`7A848my8DWOQpSgbe@Y)DH+m6;6HUJPC~Xxw{2_Z#b$tSlc}%)%1+dx^ zkjs} zK9Uq-y|czF_c|FnS80_q{VP%vnr8WBf1I@Ac(G5gyyqegtwy4R!px5YY?aLYqttwT ze+GOU&YhbGXPx9zU}rVIoa+l0)c1nt+|l$3K30zUXEw%ft*g1G9}MV!oDcgUk*ya2 zRR!M zM4u7%tcomA7>lv7JTBU3M$Rhz76R}+tIRQidi60AS{uPvesY(GZ`T@-bcKZ54mJ4? z-~g>MqO5bntK0bNLWt2?az0EME+y|sTCMzNCo@-1^FbNzvGiNliz$L*ug$CCx^GEe zLVx8Pm79iO{u!Eam~5ESuD*j^CVB?oZ-EmLE=lx>?=bc_)I@NFm zk|6JPiX}rmbRRDIHl{=50PZ7VrvDqW-EBoQL2Ncs1D3eGs0ZBMpTSG;ljlRn549__ z%*Xp->8z|eMzT*6@z_q24PzMlZ3X_1^3YJVMSW+?z+qt)A7BXD*|C|z$NtQG+yFSr<_ zQ2>|J2Bu~V8p=Zx={7#~&m31|@R&v;kh)L5P822i5Tm8^dQYM@Y^~ASX$Q#(CuY+c zp8PhXMJ{j9ej7NkYe*)I>3w6B^wAuP&I<#h91PiM@ zt6e|~?b?NIsDNJ(BPK5qW+QI9&rSDhFHb;d%`$#oxoqy+6Bu7tYP0Y}x+R2?3j4!s z9mh!cVBO3cjn>2Ckz`=292A=CAH{QG!XvpW=DSWw?h1QO_*{N%Pe$&d5S#^|8W;C> zgB6rs=_-2S6G-yH!7Zf< zFQt8(n*Fxtfgj{%?$3EqpDQ@GC#k%Y$q)D{twy$l3f)>qX_3d*cK_ywNuEN zgCJIg3HkCfZ}k**AXe_B!)V?_ENN4Lr9Me5`jIw8JcqU4A$fGFpuZs;lgx^zh3sxq4h!mjA-udS>=Tl_S#H;~!^L)v}r_7137x*l&slco<#`Qnq zcp+QrHixw_21m0`-&r>Sw!6aj8*Q4TDWPcz$gG z>Q{PDdQD)n4Nk}b>chR~t(>>PUG|IbluNF`t3o4N(Fn)Y)IduBTV5CYWGfsqPXHZR zQR-^mw|wJNh0$U7Ixne@w|t|UER;#m78$B}it@`CNkNi7Syj(&`P#%SLW&^z=n|{< zp!>nWo_vGo310_xb4iG2Cy)J}*IY)YWY^Ej5cS?7QQ?nl*^FsYV+-LGF&0mZVu?7w z?CQ3tsmDy0dp+;r?qAXrPcv7UnfHz-O(<%>7C&$PNOgjnNPc@o8_A*lUTqUB>QG#w zTmtaDtk|$dTdUA#*L=vytsH7^w6pp2C{SVqN#BasW?yP9u@f`(;WUG0o*8ew+ zvirZZW<5X_{I^mA?+HC5A0J7~3TR^3))|94fN6SqcLG zLgu7N{*LSM<9}M4){obzneNZ^2gM_Jxzq$5`AARzJ-EN^>_I;KIy9FkgD_<**%hT z3V@fArN-TLuHwp2_shXfVtA-?@{5}8{@hehys%4VPC@NdMcy63Tn2}rq(PpV=r88B z<&SHR);XsY;AqDvojhkr5E-N{rqsjtT(LYalX}7=>3Fl>njyAhMJgMOPY?1EQQei7FC$UEDF{JdtmTzjTWadd; znZ6hpz#&r-U&x~;0%|A+%T-4+DtVJJ29iIlsp_3+XI~Gbuij0Zdhe>H8*mzTwtA1PKKg6a&YwoD{B=*>kK%QiJ@TAr{Q`EvQ9^2>!634s+`!_K3C)6QJ_jnn@}<)BUnaQ>_i3U7 z_dEfQzaI)+cw$}^pMOXBbr?L|K)5=p9oB*&bA5tlMe;>?Muz~VNq|FFP^HV)o z;L}N=^9{i`a6chWZxA+!$dC;7@MGmXA51q_ecgZ>JyvEQ-qx}Pf!Gx7HTJZ8!jbsr zfCM#{+2Ust?H<%P;ba%W@MTx`^(y#Lf49Nu7SP z0z8_9OHbY{!?0B}@mNdVm=6RWkccT|8}-i+kn>X+dYAvuZ}S(3m897vN5r2jALmQw zEFb8G2CG57`mfq1enLd~S$pWMn8bPWuuvXxjTjMaDf*OZbvGB%Z2sdgb2?mz+;r2Z z^lNR6S+$UFF6lpb|EOwX$-_3%s%s7x`gE684Wod_-4Y%Cy1sdNrAitFOMnDb?B&&* zaivIX!=t0uWCdd4AO3o&Z$hBk_>)sPE&upmeDoLBEXbhQ+%tyZ zH0K9cd_&dcdXo%k%uvkNg?xpQA{^Nr8~GiPr%8Ot>HkYLi|-xSK#&rh$b zK`f2G|Ajp2)gS!GO^BB&y~(gHl%L|xbAVpsCfjS8m&$+xGr?V`ravRLaA`8ue8w17K}*g-6J7omQE&#(}C_6EY`=WTql7vt3me+1Ud@v zR>w1knZ~iz(i-UmT)vbP>bFsqq`-w2R^MmPhX29L`M|_mu&IRGigD;+&dx@I<>bv=z@WxB|#-Co-NJFMoFxv0_;qf zt-JQ^BA_+<=&u4x3->tD0nw7JcS}@H3sNCCGJK5| zN>G4Tsnl1emg&3VWPgJs<@^Rr=}9Tg2Vv0MNpJY&3~LTW%1A_ z+iwxTvRc;u&D`$iv^_@PO;O1DYqoMOaG5}^yf3s9=q>3$Dy4K%5wa(pIplVqxN*%Z zx#>O`Ae~cl zC#eWDLg4~wo*d{S8haSpGM*HnO}&m-B3gHV3ngMPbDv_FG+ezG@ZhfHc`xdmy$ z?fB&j8Jy@OFdy1|8zlmlkj1ONXLGuebZik9(HSb~1#Z6$BG?n1absU@Pqp*Y*kfdD z`Kx_qV}d&URj|GpRzsw9+P)}3D#Hz|Ho+leTVdKDFMF~_$RWP}}FZvF)G8`A#G zaH=6uIu(e`X;Zj(u`Wu54CeVRi>Zr z<}ow4!%QW89ta!mx6YO^GjFK0{;+lBG@lUAcQ^lg&K=k)p|fe zY7rRl&Vkw}U@%~l#3X^d1S~wl=n<2CKtgMkv0o+PnJ!2^l*`R8bLB|xCq}vBTWRCCtlZ9njHk0inZgVxgiyhxvBG52 zi#xBHWRjZ(v0%zDwqqoNB-vfeeG0pHYlrLYY{c-Sk!h(GkyvURZvnnG@~#s+`j$o+ zdM&L?-7gkNP;}x48J^+$65u2(5WP#L$;tSx4GV)}V4NnovcchC2WO#WNT2?w;fAS8 zF2k*+VH(Gqa5UiSGJg|!bBLJ2!e-&F7$?g;qK2yCEiE*PH@Ml!SvU}Q>Q+`H`o1cL zh8bTW<3?;k6ZN|s>=WQuY8KgQ01b4qL&>bvl^8djkxf2>B3zbYkz^NVeD)}sItnHO z1Ad?;x!zW&#Al^cAfpdXMeW=qXeelul4Y z!t{M`=qudAjZ|SQ4{Way(VPRla^Bao?XyA@i~>*I8}>Hk*5}ff9h5o6M`c}mNp})K z4tMA2Z8+^%A>+a3KR|$Vhr;MfCEc6ACePG&q~2Vz0SaAfQ?-bLA?G5W&O;9Sig;MYOlgK$Yga}6Ntt21O1x4e&BUX*fAHi zx|PZiF=hWICQJz3iL)X4 z($6QEr|5|gnY3*!^`_bBo@Rm^Dw9OEXljnMI}R!NtidPH%HR@C@CTY*lIpEJ+bel$ zENdXoa6$jY!kIRjN9|G>jg*<@()!(9SdLrO??wJMKQBN17%@8P!i1G{KXQIN%m{SV zdLTAUGFaPD(DIiRKith4{*ulYAwQpH`dcC1fbUUmK1~<6%naSelNEQ^_3G#UEygB2 zq%J{he4^TVMyqCcXDoDxQX;{ODPtf39!DubX25)DAP%lVSrg1Ie$SSGLU&=V&C6`s zIf*ky1yht5^4E!$;#;p=dKqCpJYVZ|E?)wnyU;eIK%`Jwo6lf@wjK3bD}nj@&0Re= z8f8OV&`Qi_`k1@?5BKgE&UvKYz}~^(lp7TPZla;KJjIkONw7@aujtmo2Bb8DBX(0E zqPI+|aCY+BpZD^Q#(y4N$i80@YUuDIl*y)b_njDV_!3+RHY7nf%N@}8Vp2L`LX;+U zik8sWpnG|cdR-FdHRPe~P29Ru-+Ooo@;G6pEPl7Ppl338*#~?3AfuhiJAso-cA%l9 zlWH0rIv@J>J&>CNawI=BykbGZHA8)5O^xxS81!l}JT(LT4Pck;t|Oc~kM8aAYlEOj zpW>uyxMR9cV+l8}@5dX^owircaH4kn$5kjiv2ug@2l~9CcI*VNS;&g#0uf$`e7lKGB$XEY2Ju`{pzK&Wx*2r~MDNXg*EETimWbp#NRF~~z= z=cc!*x{JbSNNr*q($9~IX>6Bqz)kKu-|?tE24`~mAG}-o(kuIZty8NWh1I-!z~PNj zsRHLHtKnRH+Ozv}Knp^o!SAtQN;Kt;oP(4FHZW)WFocghDCCiNw^D(O>jKFoA=8CZ zUM0w2BU^5FVNh6zj>%VF_U0*3mRD6{@%;7-H{u_ zabc!>VXUha7QJmD*t_L&y}k!8eeob-8`|c-o^K$4i1*Gy+)s$XOwF`y1kvt67`-PwJZE%sf9;dgK;@{`D#FqNUuqtVs z9elHfx8opI&Jtju&th1L%U z^>&&N>}C+hpQ`}{P`K21Ai+oJPg)B8z4^#QIcAm831&!u+As`-nEjm^n~uzspyZZZLLjunxJ7ruY@{- zV)B;}FDqx(5MUgB!r>xN^&qu|U*x}TJ@LmxK?G74(*2rrlczQyg3h1NejYxM?ue8$ zLRUB&K;|1wjQ;kOpIIfwM0oG(sF%&Px5zLkXt81bqvvTSLn52Byj6TgY!d^M=S-KJ z3|sV=vB$p4T?CU z2vf2Ik@-w<)nZxUf5Zu0TAfdg6S+C5%@8TH6-uTSvjazJ5zb-#h@$>j zego|b753=pwFx1yWBFZ_dSt^3&~lvdU#G1&8tPJmPvio!XKUB~i%j`52P;LI`(5rg z9fY_E*L009*KE_;XnW796_bAuXnI7~Tkw7bXxgzW0#I%8QYS5jDP4JKIKqm<6@v8r z6(0fub&t||l@y`xreAQ7qM8(bkwQ1`ZVV%tm|}kjyvU*TTI7^-!GB}*tw1G3Snop# z_49}-Cy=hM1)%LBUbYvM0_j3fAbklBy3b-JPny(ekhF~t$_d&FYdHcVTS&F_aZrhN z4{Kv6A@|^F+PdXA@$4r^gn!`n4$LdbT~Wl9`CzFZ85RO1=C&pTIJK`6xyM5o95Y!?5J17?99d#`3WGy??Sd;)V_9ekscv6U8T{!P^uinnSd@nu z3+SR*_YfO2mS(gwuCc4YmigQ#wLSLlg}}o`rp-_PV#VD?0hlatK$Bho zo>S!L0DYHW3S<&G00>=^_`1=m-LR-JUeK3+>xmOvt`Q>{O3O0(&3I}3;nEtI7P4K> z8B6P#NCV`hNnHLdM!ul81xVNbDIU1~Z!!G0{}vw_0T0srcU_0QPvlsd!R|O94z^$g z)anNC#6q|oj{bqOaS(2s|3QoYL6iSMga1LD|3QuaL6sw5ucRIDx0%9!Axhm6ZU9fU z*dZVvwl`$5GtMMQE5ym?;J@xAscW&4({^!(Si%buE81tIdOaunj7mp>OgZb7^S0-3 zB_#6VTb8d#g;u164|s~}pppYuu4bUHXi1JWtKr+|L%M~S8ZbB3Cly~OA&=7ovcy3Z zt8VexpBl-zV{js2W+jIQ_&|0#1^~?cwDo_mMjDHT<#QzqE1eDh7?o@kiH?m;X>Ehc zvW#|?hK{b>1o~=*`2RO;`cGOk8b}}hTWz(ZrJeO}nz%MF9(}Gxa9U1m*&(24EX{Ox zTuv+wLsuM{f5oCEu%%$!a0Cdj>jg9cV&~yHYAF!lPYLtK`@2x=&NI~{MBLB<`HtTA zHu1QG&|Q-#sj1|%3x^BQSM2!ZMFiyB7KQ9pg7)w~h3`%+42gAxTqo9iJs4-O(UXHU)r8W zbB1KLYp||=-F@g{=M8)ap^0&ywzj=3=kLpd?RsBLiE|-t1XiS}#VdEz07favO7XHC z)i|&8L<0aSY%_Y;4g!|VFqWNl@z)|z$3Uh%6%;Ao_;~*F4)sySu!<)wM&L2 z(CZrLH7t-v7j61X9Q`MJXi%(o$KR(J!5m=CX9v1s%4C-`OfOYsPU+2YUGYRi0h#(*ZQZCm2V# z{le<-P^|R1kkXotzyvNr0&ea-3x$!lDsG7wPw*Cd!UktXRss30(c+L1QI8oLx1=zz z^%r@<@J4l>5q`p8<+Z^>27Ncueg|mWYO_bV0a^0~lMyM!_yba)4R}J)ajPz8qq)uh zm{RvfL6cj%t@W??|EJsa+dmE{pbewl@yl}TwVoGvP;%|vzPcovkb*9gS>m{Dh);sKeD~!* zTVJ{|t$z0{qcVzGJZ+QOw0zKW8E1F8tf%igU%Oh32Uk*v2**E5t$UGm z)ybSrk9&@YFe$}DH#Y0j4VJ5Tq5BxaTzW2uaBX0pfT+I1yMIggHIz;t+l`niHepF)a)2j zXv{4TCL1eeU~;KI(W|XT?kK6+=DAiH#4k`RYybP~h)CLzr+juVdDX*oqX{&DTxF1S z-tE!r_bD#-Etkk(U!liFx0PEsV4i0UewDeuD|)jRBsKszEG7nQe6r$P^Ac}Zply3u z{wjrAKARh2(WmvE*6N1GYPJTiEdlD7cz3CRMlrBVlg!)fgw;6lPT{NK?H<`uj+ejg zdmkAv8N2~+g>9^XWC2WLdKpK->z#&qO43uXi0ssfO-A86=K3s<^YpSFOJ0F~_$BUA z1K~O!h%-U!ryJWd*%!%c-f()h{}bB%t}6w>(4@>h!lC&aW4iww}F z(!Pwc0~whMRgEB5jq_V{mtKz`g)3ec+tZjAs6o-sNbnt9oS2d6(rn0K^Xu)%#pw!Z z9J@PsGW1_`8C5#pSrHq7V0`-=R)tE!zKuvXM<=WdKd`~bNZ7gJlrm{q>l5HHD$+X{ zNALt7Jp31Ba#=4^A>YZ+y#bR(H%b0jV^>nFwE8gB4>6m%Tvk6&#E(Kg3x(0B60Dr- zqicXm3QHRK2{?16aiLZOw=%Z)8r|IwK_i%FS(|?C0p*i7mh{1YR)~aj4l>z)CaV&= za38nXTVveQ(X15rG$9oiZcv2y4D99M$5Vku-^eziB54x&o|9|THkq;AV7#Q6vU)9C z{6a%nF6`bletXFji&=^wLZh%R2XJ;I*LtzqkL-dn*hPKwle|5m$H+c5m1Gd5eg zaET+@+H$Ub0{POgSCi~2zY@J^zXX>#UztEYezeXoP9)qmithzE_va>g`qzl}yLc7) zz0S(=1bl5Ce3xh*vAdIt-m?9qH7RQ zav6R0y|N>Z{WnK3yep^(ax?5_-p&R?q1PrDd7kCkGfaF(gDdWC=`MB{e%U@dcFrKGL!0Fmc&sU^7h`ucc;uktNWO>z_sc zU23DnJXaGF5y{~@WIHFjXKGVH?eopUz(^pSv(6D!b9E^?TV;Dvyawf6DTS{Tqrgor zbs`JmtoG6iAV0A_dG_N3YbUMxBU=Se75oJPl5k|!1o^Hu;{tU^p;Q4^3g>7wB_>|S zQp)>sw9h8?h3nBI=MR)G z@ue`=onR%bhXrX8WR$$`^{(cBkOKBA<(%@ICE&#HpqD$7DZ2!cm{!HQ(L+Q9R)(*M z=2m(|SK;&Kbb0|NBIITGKd}jFl9E5CMq{E?nZ}4XiVu7MaSrv}&fBYB2Ghz4tbL=5;U%bCTkrlLdluPNL2w zgbbQ;t_QXf^WZ27K@wWC-n`!MMubrp^(X)6du_^vrAGZ-i&d5Au}rs$zC!j~XXy&> z__m*VZMV5)k`7cj63C3c&yTu!YFcqdgb1eyjyw29gAKmR5Ph%h=on=UyBoFwP2Dab zu#nbgs~e^gbC;-XdtRN5tF4R}1+w=)9RwOrfj3Xh31RKIJJ`8=;=OJw;%VGK#qv;Z zK?#HHb>eJ3QxHh`N|2dN0&`BQC!B3QmU z9C(4)17`!uwm*=}SgK&yN;&rn{a@w+;WQx>yu^&rQ1GXQf=s^Rh(v!k9$#R3yb~Rt`~S9&%_S)b6tO?1?wL{5uu=UGIBXs)@7Cftr*>7% zVE>z@XIeF#yDm`9VUVl`S(W>(a81Bx)z0`0_zK`nkTU~sTU)Y}l;p76+;?K8!f?0C z_y>;r6WOEWL2H;CgK40SMl~2w{dZ^c6B(?K(fs z9p2FXp}X~|N*Yxt`?hRm2m)XY-It{W#U)m!FM2U$%!2+Y6y6NcA^c2NV+n}>VBmjv zk6vODYJrFV#yIAA%Vm%L2jFp=zp%5g*&_igi2F8mbD}F|53cDF1K>tz!F@)2!B41G z#-V_^^eb`FzL3Zn&OU17VLweR=6McvCfLyTTXjd4m=z=}l`ZukX8v^9Q}{T`iv@w8 zcLRzl1u>fNuC&3#+nAz4#7~5h-xno4x^2B8XHbzj;CKn;^1hI5Xk~84LL@(YSTfVy z?SXQmA=USxV?qJ3XVA+qrG_b1wwug!eK!s7mtjr~o%RU6k( zS8S$Bcywz}Me6||Y)!1r2b9vc#}-d*)#01{u=T865i9=KN1S&%;PC5hG%e>(D5TeY zWtaLtNs0E@EqF8UEsP3%QrsZhR#dF#Oanx>z z9VYyfkK+B<5b|p$&m*igRe!RwQ1_9JSf5qFNh7;;EYCyQY3B5E)pTGi6NkGUj+r`h z6_5<$41Y#VM_~WLX$lGVsG#Ir7)%S?Q~lWf=SSvF8u$Mr>a7E!_})KW=~{Y)r5ou+ zx}-Z*x>Gs@L2&8rhNZhpq`SMjyF^+6fjfS_zkBb0&zy7SVRx9FnRDj-yxvosAZGs- zxvc8zX={)Ixv{<0N5`L*gpt!j5S-Q8`0KrF!kHaQ@G2*M9M<_V#0e- z!8R`9-MIzp)BEEw*Khk6MC#;94e}8p-ueFY4!vo6Y}VqB0%xD?Bhr4@u1v}{Nk5L` zPr|@ADoy&q>|n{Z2BRrh1KT18zNpkr8>LVHE&qpIGxfvc#D|h>jr?n948Hc9SE4R} zl@1J2hSQ$+;^{}~`2<#}wYLf_tA7^ku|en+Evx0#+|#qz#)coPF+;`>iYcnWP?c87 zSW4%RUfFBzax_uX8XP%f3|Ao+dLTeX(qa)BIGNa0wPB|@d03moYXGX#63|A4o+1o( zFD>58>Jb8n>-g2>_nQ|FswOjC>8k=-5JD9N8r*2BaX zBH_oj4j*wfGLDjQ!8n9tRrfmo@#S=qG@!3EWxA%of$R-Uf6DIJ2HAXLXp__UqDGL_ z94oFl+F!C<9aF;^#5e*1G8T1Dm1@17VLWZ!C0@nI7CQP%dIC|FIKIQ6k$2?BQy1%Y zu#bO5Bi;TW4}Pgbp5`Mk20E=^?W?qR1Mrb_R|iY(zxvWjq7+mz4q#9IpEVG>sbg8u zC)Hyp|2EkD;i!G05MzDpbuHUY==zYo{M6GPs)DKlFau*KxSqDDX4M{d5`XUo%y)eA zZ^P$C@&3CTqQqYuHNmJKem6H^voOghQbbITxYs|~+5zL8G1<4+gL zd@($h{xBeVQlxE;UZL!mw{e5f*yX0tOUP||Lh=}7YL_*4BZU7HMx*7v?d~pty=JfZ z5~#gN1lXbxcT*l7QG=>mk7x<|JCH~peO;!%_*a?`?DrA`nua$v#o8AfJ_nPn1=nxx z8nylYx29O*4Ik2(ZTu&wDcn|)z#ut_I7)?sZAf&DwCj8<(=*9Yz{!S=W}a=_y5u@gGUF0izJ9w&q79;$mXZo$5!5RraYSd_RrfY2}kL zgbqlFj^^Mhfuo?neEcv?jLh;F8A2CSmA_#Lg5&+Ct+yB)a;TbbvLb$eZlw$?T#CK z@rg(GB?m$@j%$aNj#4Y_D)m&&-<#uwqZ|m>0!39qCo_V_Wd>kFpO z{_tZiHk;tI3EjzHam`b=e(k1A!1SL+%7~djJ|+Zl4N=~hH4dHH8*mI62N-AeA{W$4 zoIs-wT%O?lGgp+6@CctHr?Yc)#PYbl8idO86K{8cwXt7^7E_+NL3`~ty|qH|(1m|E2Jv`9Hm?4Wd<_cYw;m`FV|&HEt`qmP5a8XY;4+Wt9Zn*-rQR-Z)`qn)GLnQLb@J{%5;z zsZWpaAoM#oSRZ{MO(Y;CLh^3uQ;w58RsH7I-a%&otC0uzg8JVi)PvYmGz-*E35{_w z0On>KMQrcE7S zNU8RPOyvw(Lx*>S^jvU5c>A(~cYh84RpW}8@&3EkYh76h#^Qp+*$>Ot@aWX43jFqQ z!kaEuqWZ)EGs=4JbE+lfMfE}cSIT-xIUc>_2~L!L4(|gRzrqbtk`CqQz0R#JX4sQV z=P%j&TF%rkj=>-AL>b}mKDdK?Fbi9^cUkNr*Jf>z_&$d>v)$~)$Od!8=}7zK*H5MV zyCTM2v><%+%)jeOQtFF24F*$u%EzBErK@e#R;&-T|Ndf?0=swSM0rG8{NB)z;w&#M z>Ke|x^roA56Ta(GQ1VHvYYG+N{vejaoCx8LrT>>be>S8jkm>|NU_#lckB3}s)`eBK z>Fp%SX@?dt|IZtP`?69VvcWa~XBIBg4rOi2vS@kx`vwBo4sC7Mge|YhI6{TNDJCQ+ zc<1{90x*XG;=+Gm8^m1kjs~{8RQG=mZk+a^3^HU${n1hr4UGThI$)9b59chn(#h&h ze^K|8@x89ymq9r>sCYw}8&Y6HS&6kUnz%LTb36C*J%%2kSgC&zfJ<3{?h$`JzmjHf z#?@pgrid?Y+4i~ic}pP@ed7%YBJSqV4w`XuPOSeTU1kf)uMKBj-GSBh_@ z!J-<)`4PqmgCqd`k2Px%ub$Ba^LYx7L_0r4t9Bqc_i7(oJWFgc$) z_C1RKtcxF<1ocbNA?mj=3~>Sk39er!O0C&SbOzY6DQ?Kkp9s?$s<8&0()5+5AR1Wrc`4^{#eY#%sm-L$B9V+>uXWh>B9TKySloqOcrnl0590#vM7Nq5 z*P~h*q77gDw!}LjMLV9}R^aUJ<ul~ASJZ0@umXK~b`KU|i zJ5rGC&lliTp!SFH8r~J;59M-l0O0%o9PEW_%ELI=+<490$54QcQJ_Y#NX%hHN8G|q zk(8qD0ErN@4w-!Ebsle?uO^X?WKMSc38u-MBNHIi6KDzF{b|eo1?8u64*X!@)lt(H znaT!KIJ{D3u*AjW?NO0*CGFQ_ej)Q)4D}!aag9iWowL{^Lf`OdRf&Txhx}dD<|(h3 zd2x@sZ+jIRgnnTV{U4*ESgv?}Z%BaCC20TbGe-z#lfs95` zX1kgPTtQng-u|qh-mZU7&|c$dF|8aFIQe1zC@5njF9RKo!d-dh6QS|cYbdazj+GUbfoQ%p8=p!TDVH%XgmJ<8UtdPsU#FQ{{4Y2PU+_FSU(dTT(}2aQdo6 z4&s$_TndV@_5G3HB#)@*=_@#D!r4XX_hhL@$G5QV{9oLFj*r%06nYupNvc@cBSo~r z{=f16i}%3(Gv6fMNGpZwieL`4CJz=RP{&)BCmd0B2S^)jQ-|GQ_*=zpbql6D#YsH| zjmfBeB8WKIT?<95iX%L~O2qH4dvM}>^T`|=Juh1?H06{L{oq)+dj)&*mOBp2QVZF=cItmI3 zh0WE(d53e|xD#<}_cCfm!z6HbM4o$e2UOD6juJx=(+PRJ-Y7e`DfJ}{dPyX_`T45v zSQU3?WVZ=t-um16ug4Jz$Wo!3f@gaqebZLOr9Zb@)Ze19j!xYDm~BMq`z|lZIO?D~ z4Dd-HJg-+cINcrH{mY`uJ1UK%vg+%VGa^sj`iLw}2Q`LvTlEQy$0U_sy7dm2qHhu= z(9}vQ6L@v++mK(9d7tqOBjjv!&a?zy5-J{%9k=q^Sl$A^Bq=f!Ans%F0Af!v6n5OgF_yQ?FlTKt z6jw;0Wv$V1&YRoh*m@q5vc;9&I%Q-(EQ~MWwPbrBM@EQ`?p-SP$U&z4c5zZJz$ z>i}n+<}_phf~=4w0GyF-)@Bel%lGtOy%d-IjHm2~xmUJ{H{Dq7Gs=ekt`PG>4pMk8 zhS-wiD;=T+7P>C(ln3KG87Ic7O(2u&z2oGy`hnA@90a}pUysifW=F01(}lt`-wEH_ zT@sRc?CPp+&&S3<4s9sVj;C|;vmEPTzm- zxniw5TIFOoBI)jcLVZ7v^Z8!2-RzODz?bs4l(P`K+w$unNUjp-+`LI*QAGg`KyYKb z6r>(2pA!VK*E65yJn85jA+@Ec57WK*=}G!+S{u*I-ux}Ti8dK>IeSIaSW%rdb9UlD zJcJpkE= znuYW0id66r9BLz{C@1EttH!+j(64e%RV16AMQ+d1Rg*`jOgjU)?VVW?KV84s$48u8CA zn(FZ~A|fl=L_*CWspL^#zBJULx?Tb0p-(+}{;ubwMC*;ILXPumUYjh)wW+iQg&M8K zSm+H4oOQ;JGsC1}M2r`I3Z@|_!31YUf;-yoq_m1+PL#!F2(!3@6|E={ZWWjEA1!PI zq*uHi?0WA;-8iLBTCoD&LmG{WB9uSs?ZE#P zy|=0t6ello3QeA2qkslEg*x7ed4>6)vs570K5|MH&NLZE4+CesCXZ|<&adVfWUG90 z7F=1wu5LOu{wH3^#6s?q^KK@xRt;`xos)en8>5Qo+Mn#2N=YsA|I!DyDgnHPpxz#L zS(sBv-rVR!tv06Vu2GR(VIzBLz-YGMwp!^NTc%Ejg6U85103fD4E{e@A^izy)G5&h zpRqq2%N*cXlvY0ETDY$b5t~-cSpugEN2X7m)`&zQb(KLdEO_8h5AcDE{{HAD(`1v%A`7?`U|ShxL)RF6 zaJDdr^!BKW(9wtx1T7fxj|t6N7X7Gn*dq2jW-plPkX|f#(@me>6}BUwh5o&TQyYmI zYRW!44axV>eZeyt%I=j0w@3S%36n2ST^)|Km|alV$n8qL&bvK3+B5PmToC9xvlbB$ zyiYL>bH$1i|M(PJbMo$iRMRc;;Wp`m%l&}hsa9*6?h(+jh-ZYT5aDz^|O~fws&5p=!;C^g4ov_aja}pnT9N!{$++vHOdgx?+y*V zGS4HD)Trt{hD~)lb74k};wu_Lsd)|&ol+G3IL+5TF)`I*S6uQYnx(+?(SX^hU=ndsj`J>iLlzS~$i=rET#_ z=2cCo4m?NsE4BNWE=~F!umeH`kR0b zd6n5)2v@^}=)+7BE%C`#jA{f`kV>3u26g&WM$Z40ojEbpjO3UQsszrr7$q~QRSQ%V z9C4=9fv`qEyP8CHdZ%nAogt0tItvxo;D{n*9l=4C_$HKPGiGfVEFOZFHZ0}Pz=a5) zg;oZnJnSq`-58v!qHNBzMG{D9{Mf6W@)K5$zZMeHKAlqDdk6fYK%}Q)5bB|p?Wzse zZfnlMZOBt|N`L=u^;M1Cb%aUHhv>O%lB_pBCb#HY=fopF40Kg;H;GjN6t#~iBx~{C z^j3pIO_DkP&Le-z@RkO|B)OXJvDwRzKtG8jWrz@7$4m*%v6^0RA(t)X9IGe;g5(U? z1kyMc*EmI<4_kcrD;uduTaTQ(Qb2&6UlJxN1+s|V`9P)nf%>W-19KxuMI!QKe!m--XG-?16S^8+D6l z)Z8ShE#yM!$r0kf?||$UAARFSb8qndcr(NU!=dfCST3fVsTjd^yQ2j0{x2K85!MeO zvmq32N=dWE+z2L@s5&D0G&qKq3~OZO47hwmOW_s<>W}Ohxw%AYL#9N9F;?8>$>ZPR z&}Gp+$5DPvo}`mu%A{G7_SaVr23kWC(vlo>^vb_qok_)G*Zqo@>YTDgb&4gkY)+bR78Y?B9BB)jB- zT>V2zC2QZWre1rT3W>Z3$+8ZacN~2rcSChVa@<>)>MT*h z>A4j|^!8Z6a=cPV0(o}95|&*?wbI-Tbwt*RY*M3)czX=8qw*v!RJtm0lp#q}Qy%)E zTAFl2E(PfgM1-S)eYEEHanu)be|q9n>Z!KW`oes!@ zK4ci396-1aho~-o=h8sh0K;PV68?9|8~8p=ETZ*w{&+hYmZ!!lek57z-R!GN2 zs)^oKD4>+4ebZ9V^2j|w_--})Z>qB?J@38Xe~1ez>n&-DB=1M^ zOeE_sX@5^Sz})ATh_Ebq!9A>eVRQ22==GIVIjuJ)kL0i+E8ecTWxrFNtPZ*E;O?WA zWRWt-qpSObMx$tK15k;?^zwYTkP8iJI(nTZ9tatBq`N0mgluhOZ9l&OS+Op6o;l58 z!a?XwyWrJr4f@oci5e_I1jR82%PH2mJ~_xUQ;327X=H;T^V!pA2+Jm6kT0(R_jo9z zF?4%BN^jNPdP#qFemz+1+vT!{jkbNA^>nO>-}o=xlMwp?N81=2VA<%btcxInCfubZ zD}1^{Y^7%Sz*ELZR4<1yQc1!gE)QVVL0l%r4X33wwb#K>N)nYul04D^RFb2`Z(9$* z%F|^<*4n5I*3~g4gX7cS4McclApG&FG*JIVAI!jzr4d2hxJ~-c zrZ~KKuJDN3wSzVO9T+@PqK>QQ9Lge!jNSukslBu|;2xhq|Y#MOFTo)vl^VEXrf(WRcCtR`6frI3|TaKl^^SM8c%Q$xJPo@8Zu{_sQ-@HODu z0|q0|%Lv=drP{6KIv!ZbnHuUI$15w6s)AmG5MV>7<2v^%C}C$QXPTGVHu?)`26zy8 zpcVi`H?yon{?MhgF-4iYgjf5=kWT#iD{qbTR$GuU*|hVUdlK(yt=m7sGu-L_ni-O@ zTriUOPKWy?oIw}|l@VX+7uh8POi>rgS8>wn7tK)DRcd#JgFV%&jZ{$jaab~bP+eIz zt1RC$1

|5BtE;`35wK(P214z6_eGcttSY1& zfDfem6%=4flzjES)XO>AGLE<$jfJ5c8>hcpf)!v{g(3H>iu`U^<;R z?$k~!%s&`4tQOGP@S$cF&B}3t^(tF1)J#iX)&C2HZAyw61nYf?kP zU28R;JOtA@oS;4LQ<2uA{w(t!4O*xkpg|M;j~p!wkfQEiL+7q z{N`V4G0kU(IHC3ln8e!g5KM1xA_XRh5L|D(Lm9O}TVr$-5sY{`uQMK+&xv(4$+&C% zp0vT1GwRBAiO+4|(q$X8qa7LG<2K6wfe4r`@OM3AAXE3L-)ZW)rv@*J4ie-!Iz@5; z>=>uiJ3f1<(EJpjVl+qKH`VSCSF|xH{}M??SVuRm1t~D%K;$j>Ye4TPf2yi;QaWFn zs$QBZ;WZ=H~k*I40XNT67)#9aMr+5b45KJQ)psM>+QM) zS0P>Da!u)gGTp4ffyN4UIwpzkniku-1yiAW;&M$|pK{@hfu+WZY?}S-22PUv=QKGR z8=1GdJXTC`=Ug!}8qeM{Ki4b|3_sIW6LK3j#6#fM&2;RCmNwe`HM1e@D!h zB>gc>8l|40v9YO~rDcRgFjcztN56r^^n1(cZkF(I)^nzaDy|4DOZ77c=Z`vWNkX3Z zM)zY2w62+iCj*laX9xJ<{R~6IPYnUb_(6;RbX-(OLeVM=6`|B|t)?a;gSDGSo!4?# z{VhFjKoK02jwU~*(Im^Cqc-hh{S3RKu!lsUe+ofBtiNCSa+-5#gIsNTJOA!)O{oHQ;8UL#)`(G=1G+Aa zHjdtxW~0q*3KI+GLIUCQ<@sI*rTo)DbQiRS_lz*as~NK#=jM6xrD0(+oq{$}%Igjp zP9x1>oI~7Nccd1uxC(A-SI3m)`U>uN_W{by*#AYyKXJ~>kjeh*uMrt*EtA;13z2X^ zL1;7i*${Iry4CXA}? z5ZjP2TO0z->5QWe)j^iv-Z@_P%H+F$h)C%#=IEjJiDfk3VTrgf#}yrda5*PSd)A;1 z-pNxiIp5WxViRn`7!>Iy3{@-;6+w1}H>HLfn;z`Z?6TC}#;__gzL_>I+>W+XG)er+&oG=O$aX=RE(gVxJr z#?kYQ2g)k<2ISsi7YL_gYU9>CqP)PvmU%nxGSBQi&%8>nNcrC6QC&zokMKoiXA`yf zqm-Sf;PG?ChR77w_Dx`DrR*CJ`{upLD#|${h6`#OOa3`FEiGvfVj~$0&}Wx|uIV!1 z3GYbBe#XuR$)y%9NhK~hyY+4D`*9u{8Q=5;=g)SAGHEtS01{-=)@ihW6i&CEZzu>E zQ7Vv%(C$l}5tt!)<3NJpMr;scxiZu>qKvEJC?Wcn>G{nK)L!O|P~s0=(+NAxiw!2# zMlP|f9v<`z@8{LlXg{yTWvO}Zr`2+-ijW>U9VGy3@W5c!4RmtFhiVV*JJi#zTry;d%0hVDP z5RfKRZ=*fC_Zk-mlZ7xKdEkuqZcUwh=T_GWHv4VTP#R{-j{bL3pjH)kdYCR5++_HX z2_AI>j@GMhLAxSMEai_-iT%-DO8<}LphsHd%4X0B(MazzPyGsR;oTZ1XE=&G zh)n#3DNq^*k17zEsvL)2BF89>II!d$1hE_U-6BA%efI_x(o`aOv==*%L4lsep=20B z#=fa8lnh}b4#Kz^EDVZp3Fcr>OzTr+Qta@F%rY9pAYLWjs2Yr@enDoZEgDXRib$MJ zyxT!Z>6%*#QKS?zmYo`=Go-hJ>!k+W@V)Eh7=h56hzECl$N}_o13(c$8RQpnFpFu9 zNP`OgIsEFkl_Ze{Y?J_UO>2McrqrUfeH1c{Hb|3kMG*v}Ok9_$K9mo~JxrQtELMvoR_}W8!{XyJB-PA9cu1q5?idEM_^6)l)G7*5|MJ+C1f@Gm^CRu4&8;quUN4J zdoH*@=UfFO*!DnNQ)hNzZ5O%cY8@T7?>b^u%NcLhJAnq&iC@S8&6;N8$MgQ8ERE~5 z^hHfud`1qmh(Z@~4qEt%drHi!a1r+MQ!LK%7Hw-XsF0c^0uq*h7IziMhu4x*V`4ox zy3pdvIw@bugP4F2n0DNrI|-njVg zH_7{jx;gdDBUCL|(shWC2vbcj20UQg;dKRnZKdIlR_xLX z0F7_9&+oH;p!^R57mNKsg@*pUh5}U9?J86pMD?X__5G$XTE`0mS zg?LWkGL-Q|v3d)5D>j!#)0u~@3(Cfn)FaxTpz1#-7F}9Y6Ofa{z~t4cSw)3R-U9FCM>XJo zI~Im19q;Rl*1N|`+VOg?mo3|_bmKH3uo%!PmZ$gdTWB4=%FJOxtgu``L@SHke%H zY?=IizQ{XfwsVT#HEEuXbq_UDGxlF|5}Bi-#}$gQ!9-orj`Hx5R|b{nueoe+C`aw> z+uF~Eu>)EAZFKfBXqk|>T$@prLslCE*)8NIkg}eo0Q-#BHx%TlDNn9bxJ1`tiC{IO z9zV6$FF0I+s<;yA=y6P=_-9eG#S$-OWkpB(loLd)lzJ?$Ws*&tW}@rf=Z24k0_VRm zp;R2Pm5f02XYw6r8%+0^Ys5Kop%!snQge4KbswQeV2)C9=xU~%O@f&m{`V(~PYw4j z=2YoB)wE1c*lBMoedO-xL$65^l5a>&8kiynesE;|$SCD1{#9qD=KG2dX7Ndod*mK& zr3ts`fJJjQZC@vur*#VcbEXBMKz#)>@n)!VnU%+_>3R7XUIDYyq^?KY+tHT1%SzG^ zdCQMBvsU-9bu+y>(aZBQiWC-*in`1;O$(J@7K4-q(2QSow*IrDE&d0GC{^vFRqNyJ z70lK?zFQNmU_I|PAUm_6f`;4sPhXmqGO|eEf1d-aAYdUh}rF)FCze zQA6#)Lc={~_H)xm{qgr6cERP*xS`#ZbM*>PihaY}XdUu793HTi_-2`^+{Y0PsiD0? zKnO>(yAUvCunnVZS7yI6^;7j43PD0Mu$vxd>_|%4)CU;V9!Cdro>%*FC>J5p&*GLx zd17-xh{u9<@Jh9nhx^)SHNCV#Q`Krf9i){j4l-9S9;fGP;QqouSu~Qsek&;syF2&> z#}Tc(%aNYW^u@RE>obCx-w*D{AH)6PwyDVZi|U|HpeU8{TORN!JZiifY+&*~{qry- zhyN$aEBH`j9GvzRWNNl=PRMX=B0M<0aDkktl;ez9Gbxm$x<1eFa8_<%lxOgumJk_J zmdzdPFbsxBbxM=4zGJ?~X$Ue$a#)}I&Iws$ZCD4sz^K$g!`FX|JSPz8x#@vgET=5d zSp(`Q{%TS^d|5W*w1a1q?)hwgX5~1KSv7qpkl|pQw!rCO#zV>|zhSO6L?w7v0Y~iW z@UKhX8Z!vrZ1_*R{RMXL9LG)F78lEg0cfYq(P#1d#GA-qWr|UosLLtiNDsJvT5!Xl zwxsj6%R)_`uK>Z5ap3`Of7>@|R3ug^u=?D3y~**k%LX?x!wPpepo}KY%|Rlg4u4oL zp(A^rj<*Zwn&0pqM^5=9PW`23%fw~5{39-rAIYoNSCWrvS}BvDAPojI$U_8C2QVAI zKF1~hKmLuEfQu91ANbkL(HaXjsq-5^8a;f74dw|GzsBh7B5Z<~5Pg@Y`h1QMje^QISMuLm3v3z%aEf$#Fb&eVnYN;2P494+mbTYtJsadwdL6 z!$5WTE3g3=V6dqv<3awkZ7MfNw;E%Beg-opvc(^^;H=c{{p}^_BGm5ks*|q3Xav|` zlEE!QFlP2lt#|?co#KeK<{f}4XW0}`R=(y%mCg!;f&ap7U9cN#&%K~_kJpvTru#2_ zu%`2Z17Q%5RFkk@i_}#}>O7Os^dv7eoNH(&uM{5FeZXGq}It=6WMz zCxt`joTljhuc02>6kUvIUE-9yHdJ7g1IsGv@V0)ttbeeQP*WJ)Q!W}?jLO6 z)zy^xWuc5G6TVbMSmC9A7&!i=b$}1ZBihg`E)jYR$`CK+_E!a-CV(N)5KexT@7g=C zb+)x-q1>+3D~;yscUOxH(OYg&bQ{a;`r(4mF2OUpk%_ho(|#grQpz7v%U%)&Zs8?= z>>8yG#=dM<@AmdtY8o5({QUu6@U?yPjD+-bm>9fV3nr0m&d#F0>RFG>a>wLGQS`Cy zysWSV%Q}%UPPmF$E}opH-AGzP#Rl(>R| z>JrJOk!*0G+7h~TL)eS^%j(6>;swNo?18!!`g@k*(%_i}Ea|im${Q#2HAw=PO?zaq z`lnjpM2V|$#|*(7Z5Ko(c*4#3HF}iJ^!)VdkSQ6$jZNaynY^wL_N zVhf?a-k2rQF!A!(e~NLB6RadwZ_c-Ib+sduxZy$#FPS3-%=C1VCDds12eb)q4_1@4 zUP<60mPd_C&oq$W25Llr=MCB`elTRsG&A}ePuB;HWDu5R5!ztbbvNKtpSmX7OF%)2 z)vQv}Hhd?2a=OMeB|!{=hYYL!JB+u{A#$0mK5C4a8oQpM_z8fgj5Oy7@!(r(l1WIJ z#F<}4^jaagzDG3cL z3EIE!(laPt!i&}Wc-r)b&sGuj9^^Utjs^8VKGD?5kaNA*Q=qMw)roNQ?Zy9emH>pl z^}H@x>Tv^At7bJKYAYjaDm7Y)TEF`O6@vFY->bMGJ&79AEuc%DUz@1OoV^+qY z?CQ8ovCjO(dXM5?P9G+j*Z{5*3JL5>A*XNx7b%qmerXPVo3^&u4co^eA~dHtGuEio&nsW;Hydc+qQ6uWa$c)M6x)~C37+ak4zvmV z6liqRjejL8@_ReO+1M?O2{uu(s~w48^R>)P@U-DP!FdWtBT2;yw(yk$tKgP#)&{l! zv-wH|^PSDS2{W6kUIL)U0qpjrK7uDcCu7A+lh%s+v+9SM02bMSRgWndVg|Lj? zkSY7_!H@HqU26ycM*qBhG5u>)66jItv%>zDFxpj1`oC6wE7HS~$bYS;&Q;Et`R}>` zqIC6O^MG^oCz~H5#qH#W#DfB5uh)QVUovfh!Ag$h|L@@VipndSg$Kc290vgRG7D71-RPd?@X z_eq{umS(wn9QkOBJ*042!lQjYP z1hcY*|3*y6hm+!ecK}off}d4p1X7FK@ta-enqA|G2WcxahG6*M0;he18);zY{(xHJ{x|6YxtfJb3$O!AP5?x_vz}Y z4{uj`1F0@{q=}T~xTrDZo5dYyd1ZzN60TetcMIfX?}8vA#4tBN7?e6w1ddV9CkO|jtfE6<^d=i)!Tj0Q0Ow7YvO`a*h?uu@8fpK(2$Ux0Yq(QxV4?MjE_#T8H?h{Og}|AleF* zz#tUb2_XT!<`WDP+U_nIJgS~1oE6U9KX3@x@&%|gz;mWQbda_Mb=QBRXJZW(fi;3- zqD>S`hXxbR#n%kj1_b|jf(;hz$*B1(ZltbVD$O5bb`@0Ei#1*WdTmdoIvdIgEWlHm zJe~(rsyqM{QKFXC0G`u>4ERoMvF6s4Z2U#IsJcUG#GyJU)2N79(`Uq?>d4Sx&%**+ zEKI5D0BuD0eQ6cUzMx@#?ez}pi|j+MLekixl#nFi1$OrI*2AUxy<+cWRb)Tm9qm8_ zRi?MBFy{&ke){d4{_jOQsf13T9_Zm~@8k&p#Yrm9f6-t(IYT7d(FYgeF_SCJxgm`e zCFmO4lf$A%D9}*FLBI(5l5<2IvhaFkok#AAOY#1~dhuduGqZ3-<53bQ*FKgEs{{ z81^r}c$i@EkAI;=io{g#A_m|ST{%_mGhItLZh>)t47Z6~qkAsf&F1hxv`VP( zzQ~5sLCG!WoCUpf_PZo8AwvY4Y?S{AIE|Z4ji9lmO6Jfle2mDjh{ebLbMe^eS-O>e zs=dVTJ{dP?l$@-d_EX9fZ!NBgF~tmke0hm4F!I0p9KNQL(wVTwzMoS(0Q+Bf_w;9` ziTf0-QC@;9!`H`V&C6^X-2#g^C=Re({ncU{-`F)kW28H9Z7=Y49g$!Ykt4Gb>L(gBC5*fn3xmTNW2pHrj6*&U>gDWqW96_i0eSdrT-6kBa1`tKg1QP zLJ5*+LZu#|j2GuY#HB`M59o>;4VLuHFGTGbq0AI#L7bMxxy3liY2BvPw2qOgWnY6w zE_ZZ^U@ZGp@$qV#CuKeAIZQkICf`6^mES3S6eT*0zcDnw-KQ81oA*jh%7of|!a$Th zN*shprE#b~-?RZ60^_I&p0%+H+^AnE2GnRw1SyF-(t0fj*{den+o zUDGA!{nbN%-~Qk@KrjKJTfKdTGZEhIx)k;1zel<_6vUIMmc>`NGO<@#n#mgu5+%_6 zwHC!7X*v0Rl9A{MOiD>U)wD~xiN*MMx5oaxS)#_2 z5oWH_xWPu>B--IKuuky)yS99>1QskVQ8}y}$p*G)x$gBO}yQYi} z9{MHTFG4$sD5FH9c<;y^_^;}_gz_%UgF`^&Fjq0DW(muefU(l)tU4vex{}3e+d1JH z8*j}5g}ldiN>uGo<&SY(Ap=NQbluRe|H3aY$zxpGcmXM__NffW99WJh3oI~qqPhVi zucd#&i<4YM(wjm>ZW$~d%B}WR7+4gc%Xs@my3A_|5RNmduN}TFHQaM#P|rVw)9^}3 zDlss|98od*>fxpnwopGy0A7ha%LTadQ!>qbx(i?f`e{MX$oyZ=CQoA=os{5`1jNbkTXQSEgTxxx%- z%Zhtb7)sC862o$a^)?I}MQ?p$G)WmeU8Xhv@Ekw=eseAOV5O;sVgtcFavKMK;OnQ> zr2MM#Q{efHrsM-cs61t?aPb}aOF}7?DkU;h{3O!=C=ybsU1B`)28}ZsmTmpA$v1l* zTam zu04?5S?Ex;$6K_^dajr+R=gDB7%{(NCFOJA%;^fcGg)uP7HI$sp?`v6CHCt5_zUALPtm$?Zp6v-TgTI>CD4-i;D>g zQi`~79#Zc`lZzP&(zIA*^BDtQEUbJq2MG!~6{LB?s5)zm4*~qmR2f5g-V62;0ek+W z`L>OoM8~<2%T77h>3`NzmP*ZiQ}vSxjUnBssAhm$SuFDDwe$kc?GgEH??|0z9B*I4 z(JJ2Oz;0l2tWyvMZmHL|d5H+>=0gn*>u`qhY9pBXzg4!FV$j=N+<#pm!SN2TPvY}k zH-M9&js*WRgQM?84V>nM@VPOZUICfik5)B4f1B39Vy_EMrCz@U*}N>)Nk?7*!te4< zYPS)XnUBbC=372k&{H=7%L{5y1nEPI^3i8k6E(3bEG^-s3iH$Z;2lRJ?pJ`;Dza*+ z!cB_vgdtMR*s0&4kR}`>y4#<0(7Pal+HIaYANKu%b`pm>zdQ@_lckNmIan^oF+^95 zp9riH+pM3MD|XL-yZ1tNijJpAuSM`ko*{O1)I0RA32ecM zEFp>J_aWnYL`-4HC`5?7JLi;>sd=1vr2DmR`lG7kb8p9f835&S{%x9iVGSSGS+%3h zDD;Y$Bu>Mo{w`j*M$$9Vzq1m-O|NLJp`p{j9+j1W`S1hJWHv8wsgyX}xh z?LDFMLz+e}*6)+@b*nFPm*6M989~$hnR9oX2=Q3QPYCaR2XXZ1k}mR@ho87EB;*WJ zd*-03aH0vG%1@cM^KvwPjuWv;oR6yhZ@Uz75M^-~sRDF2_MAfmN7)8@ zD%BM8DwI<~{XueK!wn)(Ie3W1iCb!3;3RF*_;QuA0E_ebzxew+XF6t_$RI;@ zoXpjaX?a+>)tu{2cYL*(+WU<7lUYi?aattc*o3d8?dPwkU8wiFn5zEEALj3Fud+WP zAboJt^05Z~SBcA9R)PAYCvwDQG?jZe(d56lyfS*)uIx-_(z8(|3;O0YNrFn2iN&N- zvQN`5j`@KCbyd$s+W)cxo|L?(h+c>B;$vSr@FRvZPmEnZjR|ZrRsIoKfu!iibe(iu zn@#^+N_rvbexUF-!rh+jO8bUP$^z}L(nvU(`J;-7vsN$Izg32n zbQ!;k-{*PW&->rH`|fj?INZ5+pS9OALB;VdA^k=h235u-dyqzIl*0DNrQkh}kq(a} z0bYpp3i-Gcm}}0*b;?{f^N^v`3l z>}A%YJ4fIp)9lRPZ8H7=1*F{Okc&)OjX#QE>o3-sqH4NM02W0C506% zask^a$}AFn@fO&3l~*WDjOoV8f(Zu9Sg-Mc&ueeDk z&q#b{PmDc;1im2@pSE4N1{!wXPT=wyqhfir4<%VV=i(ygv8MJBz1VRQ(&q&HldIJL z=jB@8Ay-V@yRd1#O#SP4sc|;)D2aCIq$;Y$^3N7#4zi2Zjk(Ra>DlDXmTerv3|6ZQ z6_HJC!nuM|ltnVP3wrBh{p3CRr`K7zU&LaRh)Z0BQ&; zW&DRB*dVqr*(BmZsiGo`E6#RzUYUDqwTM6PVLcrk8=v$Mt?pY_K1?=i;YH2v3TdB4 ziA2huyYC}Bbv%Sv8?5>2vYE-o<3ow7)$pi@`L^;YHPYw0f}@t30oyRIsUJSnJDV=2%ZX{s0h^VY}<&8hV|{nqL$foMjKvvs9j0{i$^I ze`_vdpv0R^+Xoz%DhAsJ8+CZZK(Agt#P10l=hHO`3_n(N?8pQ)m>Z|9$w)^}7zsZ~#$el;R{ zs755;KVYJ!IyWL09Aq*y+GAiA&5eeR3(3e!t^)FF5U_faWHOt$NiuXq!D7snL=iZz zX8FSG9Vs#j=Mjrr3fCwCE6WE}^^Bjk>0qgfPdI+wv8l{5 z)5XkhyByfLEjj+daR>IuF~itGaaH$3`S9rb8(g5~{=sBnM1L;b$&c|F@<6OyKo1}o zSWZ1HE|aX#P`7v=V7Nh~lXMDWV-4$ied!ZE_+^3o3y&0&`UVSpb!{4jNJj54cxYv5+KqSMyCiKs=Ns5ujIgi_(702GkGbP`awJ$t zVgc4E`xA;dO#bK_%j~-<7@SS0X;^*ysT^-2V)w$RRBWxkJGY3X@sBuTf!N5~1OdG{ z)v3q<$(Ek(Tsq9UqWs-3xl4MDy=EvTrbR>nwx3@t^E*luDSZ8I^9t4dZjfa51WQJt zQQcx7vh9on78BtL~vAoL(RP5``(-THcuZ_;1Z0m(YzY@$A0d&HP{s=M#;Fe8J^MS4>xena~ z0&ruv216&sZ5LHfm14ML7R2LoIp+ug#R7Z}5O^fU@`G)(U?*-+Vfi#jMbR9$Dmb6n zmP9HIm5AK@% zFJ!6d;Dw)fz$yCElT{7K%x<7&xTXqkE!ktZ{BpQ#di2Zs=NCwt7D_0vx%Uz9#gNEr3_MQnrj`2RbYD)))u zDw;^wS^0~CxUb9qzX#VyxXq4aX41e5c2Y5YnfTuc-rtah=fhd>bX6;bYR12au&mVgo$bsY3PPjNW0_>nQbx8Zm-B{BAgpVnw47hWRXQJ6o>cy|jpU5X z?47}!Km=KK)MhOZE}Jw7q)jD6&z|7QeY^@(JK&{$QaGEz?D!DN+!>9?18(>^(AR)- z5Z-&lOjIDY2N%hwi`0?d|8o**WYvLYD4d zb6g;0lZN`Tba=HHBy0mEVk@UJ7KR=~L|-bK;(_h{Scno)!DZ2QK9s?1BW_wLY2yJ1 zq?lKL<(E!_*uv{<68&et6zwqcC>z7`{fwWudClLLH^xpeFHw8IglVhkF9=g~!eHbRbN zk;_zKmW1g#@puvOwaU$P$Yx)^afK$-^L3(-C%1QSZo4g8 zqmT&zyi|RB{_X+>mA_6*uB7U3_q7oZdpibySz|4i;>U)5V88h@_W2NYR}FLsXfHh` zohJ6*kLBnWEg!s#UKM2`5oJ*ecw-WR*hTpLy%KYvTFFBQaMfSNUXub>QOMkpC5D*( z+BN)o-lomja1S5+HQE)l?N(=OdK(jWo#uyvfP(RpzI&?m@*0f%O#A{-$jIOJ^Ob=% zam*ZwXLsuo(pCGdsK}xV|A-NwRsYDEg!0^#f5aFNw|@k7f+*>d`!WG8Hn#;|qMtx@ z|G=yK#bD5u8-iP(lGEU;{34d4^W?XiWQVLLNYH|CgTIhs|6u!q^S#glP)rC%tb$7e zzV)I9$0r>orI$}w2Ds~TrvPu6(y0WnaHlc8iad}n9#8j}q&L71q5b3NcX`)3%ubQz z>~A9hwY;}sx6YwTV)R7(v`<56r|CpP1Rh|HX_lPv7lKmf1esG6-Ho2^8DnCWB#-uL z0WW8SRH;_d4u*;42LpPU{)o$-C$jZh=4)zq&iUpgFA!$Iv~R?E~ zbJ^#nJSqWZd=amg$By+hGCRh=E53QLz0&rmzN@}JsOO)v?O(IG?w!qRqpN8*lP-QP z=kZz)f2KG6?%g`A#aVfGr?*s)}IxS6!3}qDALAybu6u*L^ zyDRt)$1#qKsd_3LjW3r!6h)+6HgltEtdIv=H~$(9`Y!qk=@c>ucFS~uwH&@Uz*4mq z9M`PT9Qop7b8_JJG*k!Qt`{Cyp)Uou{Lov3eo4S&id7QS^iLt4y!q)LKKbb%-U>+% z77Otul_WsF7zL=r-01IwA}TTg0yABB`A6Kh8-f9NE|~gl-U8Nx{uj3(44!p-Mt|Jp zfC#z7`~b1C$xVyA{F);t z<&TLHlDz-$qfw4LLadxTliYs$NP11X`bs(4puHj#vV?h6(92+${8MDZTIa0EKgn%N zE&p$A`6@@`cWM=t-PtRt#AIB++0j*c&Vz_9Lg;OWQ_rQ{;;1f!i_L~ zJAsN@8;B2{na+tTAWox8%0k+;v3k726gMb>Kz^`BLoAu+K4D0&k^EpvWkt2M=*SKX zn81J_nnY~iGT0@?B;lP?RZfAIWlNWeTB!70MiY|xo=pLT>!^w$TrvaCm$MAdm(V8CBj*md{W91OKg`V3gUEx9^fD5) z){S>{&C^~NE)H`K;W9JKdFHoMTA$-sM7h589J)BfUUqpiTvMITEazxfNyRcc=; zzZ{M&klox7)A-RKDK*0*EPvji_^N}Eji(YDUtEZu*=E7uf$X}tr!dVoa$^al8TYi) z2`Mc=dEl7@{Y!a!MB9(zpblKXAmC!O_Q_o#cDMqS1->s&K=|@&25ejLE@v2RG96s6Z{De)BLMmT0s>+YNtK_06 zR{fZ>d;csbv8>*@I<*%*Cs-XB!T z0U~K@X;qy$ezJ0y`XtrT+$bO4gF~T23OxAjUdqjIJEO~-#B+8gfBy1iKr&*L-*G!K zpm;=;t?QR3dTs>4)m8Yaa5ww7=6=>631ta{Z9^>10io-pg6APYWW&S( z@qo0mMIB^%b%>9zL{R2BT5W%Ec?YcCH#Pd?rD9@1W;9W~e=B71X_&4hb^h!}KCOxLDo8F&tj_&>nCaLFJH6fPv-_f$r%pV~3f3=L;3=@)rr_ z%pbX~HL2%DWx_76(BB!+ipeLM8|*%?R^YNV7qlhOMNG*7{PjG$P~xOt2?oU0=$dvZ zDnG-_R1Xmb%S8p^GVj$E<%>%#^~5(H?uQiCa+3R?z^1@^I`ce{p=;g&I`YB<8cyGVIqc~X6N*)CLH_}u z@MwV6fR0RHX?@{Z3#^?9xb&)mqG7BnB9H8rX{dW?Y7fOOvSoZ}FXEvB;PHns2HWQm zj4oqj-)9v<#t>qinE($r8k&X~W>B;NHba6(gH43!*am{UpsuHTL3r)llB*@)9cX1X z>|a{WKH4@43GFzrwr(3WoG?H=WO=LZ5%bdM2ja7j`FflKKWhyJtTZTl<>pjNtL@Cc zS*?QH3Co7&r5dju&gnH}3aab|(q@k!vZ|^lN3?n^z$=EA+Bq*4TX5{N{-GcFY%H2?G98e47#tbKnpu_sr2@?go9DaiD4~whnUkiR5 z%GjksEpk~9S|U()i}>ti0?aMMIyzo3ZFz=On*X)@m$>9|_HGz%QN%))ZSv*HE)wS+ z3Q4eW{z?weL){e$GmGD|1ZB>Rx#G^so|)FTE3tjd*rg~<=K0sbL?1f6aeH$0kAV~sjOIEP5YEQUz;PrS{H98{@ zkJlcxvOeNDiT+mi8~hW}`=_2SB+K%B%<3aGs_}TdpQTZdEF$btT?15uON)+7A-anZ9F_1Sqsma0ZV2@B9gHJ}29haUapkb4#hHMHqiT@9dY7Fq3rCdqbWI z%Dr@ixVWVIwI`XZw~tt7DEEm51hy_bp>B-@iFdj zX~<7A?C1UEK|P%d`6=T8m5>LN$?TJia5I}+!K&Pdvh7iD&zjDp&nv0aFN5@;eCM!{ zOtukVEBILej{?djz@8HO&`!#2^;C!BT5%G1gEBn=VfHnSbqP;yb3%^$Dg&NC({js= zJz%C*#iT;`Y6ip?QRIK#yz<8;0g8GYdO@`563Bh;CW;vLfOzB!|9BF;CdpKw*auEq zQBL6U5{y)eEKGl&M{9Cs2p8MLYWktRGinfPm{dr-w^k;bCdBT|Fxk|PR_R8`B>SgQ zTM4ru{cm1j@5(MZlqJaY=6$8TE^dAjBJu1>DHqIZS zQZ8*HpL6B7kedF;n~yAdP^}ZYE(+nK zMx6&2dig%x?TQMN=M84zV(#97n>A)w*Co(URQ=K4y|7s;KfrlW8Y&UV^Zl}ZR(Qnq zy$bW-U^yG+m?rLS@Ebu9z(<06w7_45xy*?Mb4>SNaKe85NhhC~8a(2n^FXw_>rXy1 z*ykrR2x*^;^5J;x)kDrA;#D2Cnj+Bj+ggDFpO%m4wiXLm@Ku^$ZDcSa$aXd#+-7iP+-7e{tIA4ro^Gl8$aqqj@048EAS`wrgr>*sD_-zqQj z8@db@6)}<`f5&%@eEbIS+3Z8!>FgpuIrJ2C$2&%^tvWB3wJNEZOajxCqZdlBR2IRe+uD%aVdt z=Xd0JTDG}s7d8R+drEuO=D5)g)4YJ!Erm|u-#9^l-e@;XJ!azJW{l92CKxZ($LFTA zN)bE`tHy7KI1rCD3{f1E0<@JXYTat-yEo#(f5;+Y0}uuvU}pX|bkhy&`3E6EN|Dlq zMYZ8VR?wd)%k^Im4)XnseooTcO^JWYGhcQ{upZ4kKz{+x2?uFku?HrYwhs--*4MI)NhStJ1jCvE0*Me5xLfTXTJg)@Q`;v9~17VcM*fnP;gT4sXv z7Qui*rCvo}z=pp4F)Gf29;3Dql8Cj8JIb$=HL2PPUmLAC<{EByP4C}UEsUbQ{ z2RBCW@(pW|c$1kiD><24cP=m11nEw;_nZ3tgPm;RT14J6PZgKhIddyR^m5)Gp4iys z>hu#>2z)I0xY4xgNjW|=`HU!YuwTM_d(l`JgT*SZ;-O`X(Cyw5W|l~7C>@yxJX9VZ z=M5DShQI9`DKUEXiy@h^ftyrT6w~Sd>~Emod1TQaoarwlcbOEvXM;mww1p0pcK+~!gtoGx-E<2hV)UvXZGLZ z_+DGdEKdI>=LII`*;U-0z?!p>%n`60$&$_?PM-}Iv`G#itP*u3y>H(n zGf~0*im1%5>eAwafGUMwZQw@8upf$Qwk;4OWp-A$XHQI)E0AdXDYb(c%He)ZHb}ra z;zCS%^+vtUg}0z4r*>rG^Ev%{Q5w@64OUuJd!EL>v0q2{y_)Vn^kSg6GPjUYs_qDZ zzlc|dH7PKzj@6GI5a*ZCR5f82;-f?9)RDO&A&l(Sz@`Y3c?3{N0z6gSMOx6eN|Zm$ zxgSlF|1{)@MgVX%wTWd7=$GX5h^^$ZhQo%zr?ZL}uq zxXFu3oE3G0@@ZbyVG|qqA8weJwcp%90I+93ASQRd)*AgU@PAmzN`)`6!LN8%f5lFWRQ8)x|j&)>~9*&<}T^F zQ{XNb;i5@ADT0d3?@EdK*cs)?3@VztMD=q+e<=2ETKFL^4ERs8XdMc9690Z%_X{h$ z>n+`DTGHqc)-CSD&JV>r1k3H@+=-sb(Uic*MGND9OT zXj({XT0a1_UkwV=tm*cA0c!*Ab$4q%hIV#l+;_xl{FFM15w#CkRolWgO;l7zih=sA z!(KtKGr_s6U*Dt2UA4Kr3a&_@QETC>;!2$IE?T(8jRPZ0^s=$qxb zqGSUT^}R7!ThZ*NQDumQ;`UH7VukXEPLKb>r5z7tXvE#(;&E|E16hDo{IAc6C;+hJ7mk`|Rry zwV$$Nj^ENi-xZOe~5~*f{Gv6qPYn3Lnnc5Xhsb@%K z4e!{CV~OtvAF9m0gHROZkE29J|5VM+prcfnQBZA}GR<_x#}(07P=5T_x)gEcD@zJx zUN1-c8eehM8=6^K;*o8-Wy&)XYGV^CS3YiYoU&!G2`9G(VZUaoisCE`v~cNe#C~Ar zj(I@YhtP!gS@{26rSSw_4!=iGgNB=a>nlN{toowahL?xf#Rhlm^f4}DF;M|>+d;gg zF2314M30GZ6dQ%@D}eyE8-^IHHUYA-#s5hO`?K}ky-c}qWZGl%m7?2k=)`xI20oiR z6t|xNB}q=@uiM#Iw4;B#%vq60DLU>A7`W@6IqWOfXosUf{MCDI%+_C|)MD|YY-b^Q zLeOqla$x%2W?Wh!OCc1B0bcK15YVgeP9$PW-_Cl_7}-+XHar*1^c^)K-s*N)8FbvS z=B_auN+r7#dPOgz-c)jl_+_?#F4n1-riC4+!`aR`@z~wHjCrxk->zOtFN)}^4q3Dd z0-T;C$=Du8`u1UWK;Xc%!#DkH`Q@7_2MYHFGhqdWIUkyXSGes<%~YiXN1Y&dax{Yz zJv?;`4@30!m|*sn+K&|>P!8l(xHxggVxRe&u74@^#(3%_|C?^|gqyKw!Wu&*txTXNL4Y^ks0)Md*&m4R@Ou4?Yqp6 zs|_uX{^pQN4mPkK)<0VroaY&+UG6N~K=X z2hVNpFhMR6LBN4AxLX6V{R9ObX#A_h)<*Ck*W!NXKd%Mmw8~CAzKU2szU-#_xO|ih zTw2-Q5Ac8Q(JG^h2HZJnIqpo!@oBL+_yf;h|Bk(urD=h7<&-JQgrc~{^R@eGuy-2G ziv5m#PEF$}blqu;n|dhlg5k~HOskj)>#U3Z+mNx6Km_zrcZv)G8n+6AXT2lf!BXTK z;T%{qmY7b))WZLM~#=&BQX9UNBMDrv0et8+*K;n>+^l4O3^runb}WxNc7{AP`CKEW2HZWeBdV5 zS4%=Uj&TyZlUOvlua*TS?4xKdtn|Zcnib$Kzf_GEf!3ez`8R&tM4xgxruj2u{#`;lgkDAXSxnqyOYn9-9W4Xk5Nlbn`tJ(B`qUQK3@Mdm52`@h)?K`dE6p^fzT z$|ZZUVV#yqP1`~qp*A_sd@14N+K5HMTFg(*tc#G3*jf{k}Oz`c}BaYA;PCE%OT`sXX{80I?NQ7UqB?uXP znUWA^qe@bAyF+@+x^UODzm91=3&gl*SGxb5&Vi9wf>;) zZS#AS&&*ZR_s*J`-g3i?GY7|dBmU`~yyR^MQ^sRyoeh6K7H&65g(b1Y;wavi5^sLx z;q3ggO$uX9JtF1cKo2+L!hN9E8vs<1lU$yqF}>o=ap?q8Y>>zJo6%s-`u81ob1f0c z8UlK|EmBp>h}1hgDrse*mRMD}n!tlbkH7spTatIA0O^gA%N?U{$s_Mzhfn}tw87)> zfY9k9E+p2R!u?HsrA@ALH55>F+sTn1aM`@>XO@fQ4RkcP(DqvVV~k^Ew;}j-qNItB z{dFF1BPuE(@p@ulW5LnpCL$rLqc@wZ7rs3_rgdw*) zJcn1iNen(<6pv+%jFCT{sU;3FS+6Q!F5R3O@9!=_O7qh-+u)4GF2gH4oIJld!w$>u ziF6a4O|uMd?>R6>-%(o6q_GriWik zf_orE)ij;-MOWYNW9fw~om3MQ3aHflJgHC2gK`lR>KSg0wr?Yj4MS`y-^>YDO*P_J zlt@mq8U<`jhj4i+ZBY1SXTrT{$6c_zJ2!G}tcDy=TL?TUeDk}2;E)Uj6+R(_D_b{mKzcpjLe^+H@rQsS%#P{HZKeApZkcekb+ z|r;%Zs!Mh3HKPPY{PW+cTfhZpl@VSw^)e14&Z>f+FagCdhRvLA!V zQl(6C$u2}wW-+%QVfTBaQoUq8gRCxY!b_txBP2{FaQV@ndKH`0(K>`se9UAGiQUo9 z_YOZX6Ti75QDnCJKZfCw$ZpR3c5=r7}?q^2Jf*r}}Pv9EDh5qX##V7T_ zOdp5R0T)Ljepv(D6t4Ado@bct&heeuic$#{VE0{!1HZ)ts}U4c&Y`j;qp+8CpA)S@ zzw$W!9j;r7dU~+?^LclL7>@PssUVrDnBeABjpvpx*9D;!LX|I`NJ;^8sPgd(jG=-S z@a78)h5#8dH}>aJ_iGKZdI{ZGv{q*Zrz~bQS*?oKb^VOnMAdGbv?_yZZo!>-cpl=Lr@l8nS^f4;h1oNP{-qJ#l&gVcx;qgw`-? zYmhHxFD-ihWf>~XF(BRbEaM9=y6Q(xbVTNp8u6dd5I_ieITIdVTx(5m$<=UxCx}p#2$6tMdJUjGZ{en}asymhHJM@wLEK{W}JC$xbkl23GsnP@> z*E~^q%NHRl(e=P1j~ANdJKnFnPAeV&`P*7F-uruv8G5f+ z(>juDDcS^t$|{jg8>R}M!T>x^S@9)=QN&%@RVRST!~4Sh zizZ-S9U&w}Get&Xu4zE-9&$BOYcn!E>IrlvKk_$}Us!+i#ieC&iDN3V^ZJoz9gZfX zveJ8Fgowa01LRx9)NsYQ;@9GHu`a&vzEU$Wk#DQ?ui(u0pz?s zxB2ymabaai)TdvB(~OcZ8ydR}0qF+e#K}$Y4dG^rU1fGXJgcNF6i-R)1SV}^r!)HE z`Vf#E3*K-#>v4H;dMG8n1UR`Wx5H~>)eL`oDUmE_Oo6&__g#1y6l89zIi!+@qBNBikf}1=;6JRM=!C%1++#oz^ZR z&qQz{4p-+8&u@?`)>%pO>8{FE5i=&uKtE19GXOt zX#Eatn8l*=j|w;&9iGf_bLwm~LwLiV?G;)yAD5cGTgQctR8B%s71$5x<3UZHJrCxY zk0bFVl^{T^K32q+NaaF)3eL{OkrYOM#Xu@gXXCc;zTfSd9Ti&M?99B~B9tE7Tjr2} zNR(^XSV+*5B8tMbaHdDX@|PlnAz?^!ajE6RW&*lFVoNSPM;(FblchRfkp|*{%%N1` zqjx#B6FK%YS{OBz@jBrC1_pTMP@3VmOUllTlN@-WvedS7T1Rk!C8kC&4a%C>7NPr7N3%lJp zg7Z1wDnd)uEQMoVL5qg8mP*}3ii-TDS>n~|;w!Rsaf?ZME&B@5`;>B;SSo!Yl$u_~ zyh~L`&d{o@(bv$6@W2lnhgzwde*=T%D%?gSXPRBgWJl?XrNVPa>wSqmX@`xi z=c@!P)xK>qq`p|d75Ve3=5IezrdG)lMQS=_3*q}xFyH%D`LFe5`{v=y@1qAde}@SR zGhrLTe+me!1JMwmi-!trpS34V+<{ z?kQ%3s%r7B11EuPJ#GdWs2U?;xP@3os=gZ79`f#6%WY!Ong{%f-g&RJz+5!q!1`Q@qsW^=(@|n~;zmu&-$@U9xkYy7 zy)8MlcHP6?WvhEu={wqy^=%i)&x#q)uIMe7*Dd2Js>yUmm)`bS++L~k15coE*?57^ny7{gk0SOWXFr4475a&xSFHc>AgH`sH`9PMRy^U7$q z;lA90PFfoBp1Vaov#sWm<7)yG9q&M@uZup(n ztd{$U-%K%Xr}u9{e@-ewtIK5|CzX_t+HSCT?(9Eo1mLUr|8O3F`=|fIW!SM1NUQcy z(SoDV5oV}^{Rmxal5qd;dw(Z?Z~axJXRM>;G}%5Cm}RSsjR3szHeO%vJ?Sg}y?@;@ z)&S`$1V3C1Q~^8i07QK@a*G%EKpunkSz;UZ_pf+Cs!y~I+%zY3q)iVHp}28s|MwX& z9m;+PNWie$;YrQm02y(AG>`aN(&rBG0|d_dPON}yubjt{4&Kii0T7S@c61C0VG}*T zOOAz_y)so8OKi1?7Cegn7S6>bzg5b$$IN4C|G(iv+@SwS#;pqmKE!`h^c_L|H`m$& z)SuqmFvtf#=>Srbv~F7A=>hZNAhU}Jsu-?EfL94GE)lNfvV1?9{)K}oqZ12}^0Kpq z$tXExOxcS%i^dT1~T>!y9VcPo|y zs8{o@eml0svJ>hS%U{M+^s)q!YzB$ZHS`J&C#tL1s!#3^VYV;%Rx><4g{Dv%K~&6& zONHF#07WJ-xIzq96F@=#b`Fs1dH(U*O)Y@2%S09bNb4_wNg-yX|G4jRz!Jd}{+FW! zaNpGrfRunBCIg%R55$I8GdiPHoW-Z-1lf!wg8%7ng;?D%0wgCeGfTG$MDyxWx>-AO z3j@%68+s17Py<|Ubd=Lnob#yWH0F)`#L6C%+%>+n==RF=;up@DWnMA-MYS&&DgLME;&usLQF*)=}$X@sFq!S+eo+1Nse%S zGZobxSpMqJdzll0;#qXpCdj-tCpUrCTj-pL{HA!k`lCAdZ+Bw1Z1|Iu42nlK(>9$H z_&UFvxqO?InA$*cdX&aI{tC`j1=u-P%l{B(LT1W-07W#hccIDskgHmj`WKz?o8fvM z(UeKlF}mcKc|Yk=NxUX=2rFDUqF4?It5yo7iV1U8b@Wie@2`H3o7lOu zaimVCSSPLYGQ`-PPH+pAydHUK?;}1Pc{pGT@?a2DkB3>d`W6*C61MHNUv}cuFH78-u{GP&FoA9?CGU%;1CA*S$vIIpLB6BsUh^1L+1hee#!ve|d(MY5;@k|Fr4JuTybdfSiavTEA zgtJbXSO%ANG}~SfgY9XF}Y6+k3;EBaNpXv^Oxn!>r$ZRI z#*dyD8JXdw_@$qqfN};jXbRnJk&E6$wm<)T_q#@EfYT?WikyhULIHl1-KukKWuSpT zC!AIaToY?b5E;ST9#(h?b(rM?eQf!-M119$^{moihEQqH?5(Yzfwv1pc+*`Z6&2_z zh|hI?pwL6&G75S&NwJe5o3S7{+1c|vM={Up~wGC0zh)#S|LrYLvs zG@*5BF_hU1>BSEn%3?bPHor*-n&0m}VnH)p;*+ayjU<^c|Af?XLh0~1sh1!#T+%b2E;b!kE^ zHzF|RcfpdZ_U2upYy!uzL$RDLoxKNo!*lCY8(P`#_?ji~G`soxM0Qx~z{`37nD zAfPVdmXbs$9*L@#P-s^%ra8HWQh{+I8Ch$=t!t9%)-h;S=u} z+jxIK%y2^S8L-?rKbZWO#E`sS*o*=u<6;2yjrjJ;nW>2n12?XqX32Gq!&sV_^JFo)q+z$5=|^bUBd zP;>Qz`YCI1VoMTs4=f}UxRHH;M!{@vfjofhDskc|%zyp?s80MM`d(Ycm`f29^6Jbv zwkBb>yo@sjnVsDwwg#9Qz~JXVoUO4WElxU7eroYxk>dj%`?T!*ChGnYt?s*Tpk{EY zu&Lpf5Rq(U0*@2W@dG88YwXAK<5r4FRa#>5zzb0lc-2iTQye5BrYN{EVx%#5){)++ zAxbbyI<4yoSJeN*PGtx|$^!SuCg{^lM{f%gYWox%BiTd)QrS$*F?y!}R=9ykVT>4k z5D8GIL=l&_A!j@#cnpYz9GMm-jCpd0!qdBQzu42eZCkJ zBI0V_hryY>C%Zcqj)`s3rBn2lpP}e#S~?WjjNFzl%WiCzFO?cY;OU~I%?s45;upAf zc%GA@Uphphy2e?$gu5fC57Fe_0ho-iQDlU#iqj`yx*R>-9Zyg##TZ6F#OX zT1fBSu)=20k+cuoV_AgmI*GI3{|v;;{^f>x+u^wIGt-n})CG)O~CRRuS1?^t!7%1m2p+6xJ~ zv1lkdfmUns3kiCKI<)EhDRGek{5|D8h)77R)DiBYsYQ5*jfcE|E~2iU{nh<2C%jD7 z5g8E!cw0{gOdt*6H(sg@(}P`Sg!C;9nM?!Hd8}nzZV3|uHa}TjJ@nTGLrg-kIDk8) zXiX7H-b=sPn%7bhHXeBpkB@r%JOh!1x}T9X!K$`mCs*fMB89x({_3`nfqQb`hLhd6 zm}@|bS`SEWh>=%Ox4({16)h}wb4f6XtPz<$hREt}()OJIoqr3;XsaLP9K2lYr>h^4 zhlQ%~lp5xlj`-4fqXUz6i1h+aPD@^kF3j}z-Yb5K3q7v0waFDjhV{%&cK}*$aQaU% zNJ~%C`;xh-m5|~ZD?g340e)2#1?+_ewDPQXSqgMUE_Mkewe&6{SRea~w-_n7a*7Nl zOGI>ghX`b~_Odad4FXHd8fTPj(l*{S*B# zX2pr>`S+I@_8e55ev0qd>N)v`KVM-9*DDCfPf~7xu%Z{fpnF$W$}hus3qooHR#e<& zD3A4Ded@c(AAh6h{?s>*?JY+mg>N&zK|s^o?}9gwps{b_pNgaSI=Lvo#bbhj%^?(E zzggpqrZ=767&{C>V_Ax18#Q`@^Fx0adeQm^z^GNgK9chSHQJa&%tSr}pWj%Z?*n-+ zk;xqn37k_bD{H8@IKpV#_|4#A)8&e1k4x|r8X>fMDSfE;7_|V8QO%!&D?x4%hmmru z_|DvvHl>za1DgK!e7;|j-GINDGDDXv`e&8RPg=W z7Ao!@-r5+`)=zSQbW!j5WZ&5@u;BaP#guaX6D$FN%_$#=u=1q!Ugrc5p3L})It26?i;_C$42d|w=Q5>V>p_ofe8v0!0;~??@M^`($eMgE6e{FU*i`G(FF|MK8jH8NVUv z)py92lM>^eZE@8tg|2G8>B2uCLW5qYr>Hm~w-3N#0b0QvxzFg%BC~zh=~lq|ejL%= z5Ap&n0w{OVJq8rc4Orgc{$%`!XImelgj*$YBK_$$*l}Bz?gS-8Vq6dgcLYBEz>xr# z1K--lUC?Qs#LjFhfzjQ4>MxD4JlrqNj!c8Z_K1|UdGMH9)cx0#3*NC63?Ua`|BtG- z4rn84)`xM2;tov%rMMLd?$+WC1&X`2xVt;W-QA_Q26v|vm!gH@R^Yevz4yJ}_urG* zbLPz1Y?96FGtW@+MZOU65Te3Zq+^&`a z&q^)^VynaWZji@17-~6-ht-9%M+3a*?(?6eiY7aK7&uizzcmU!RT2vS8sj~3M(6=s zyMJjOLw4r;rM=%-xPnh$s~N`*dGM3n+CUcmu{$71^;6lvnTI&)mIlLuR>Wq&J}B{-9)X&v2}HdHVj7n z9o$F;S^H_{33jNMb)N>_p47H#rnavy=lgU?DG8SFBz148-YbweKR{S78Ut!XYWj`B z;I5>IR<4X=hml02bjw8a-t)ncU?2!Ml?$H_Y?q#G(|M9)s5~FwEUtHG3G!N*CHO*C ziqfcUJ=2Xrn&ijy*j=#H#3(?mfwm8lA-69C9#%Iv;b>BL851-hJoTv!W#@4gAI<^; z;oA@ORL&!f&~9YsVkowJ?X%k0RgK!o#AYFe+SdxzHTv34Z>j)p6CGYV8G-MRiKhS& z5a*mNaiADWqU^TxL%oFLDp<8VW6sqIvhZXc?=2Q3i`A*xv8rm=ajqwY>Gk;w!qG#z zwn!uMe%vrS404sGO6t{P0tI+;KSCgT!Pv4xkpMU1F|l)8@zH7ZkH!LQbKju-ug4$M z+=1Q3Z?NayQO_P>zGc-y-GC#pDzhIaQ`WD;@5W>{rSBQQWMb7q-=HLVuh!D(!wpXz zkk4wnz@|dN#T>Yq;uwkyi+Y82eM?8{kIwX`YxCg)cTM zz9P{{;z1cwm7B3k3EXB?UrQ}TAmiR*ExshTIvrE>k0M*tmoMT`Ur!xH@SysOiRGi| zW5$ek9K^e|0jGDY!e(8<%V)i2uL-zBGq3uEv?WPSNgk5v?yTm2MdsjYPd;$S{Z*~^ zJ_@qJgJrau+A>me`gslpwF>X22xgwQ_ps&Fgf4U%6`5xk*I^|TqH`aOsTZ87Hkg%2 zNrc5}TesYW7S+i&mTn%4-T~9YdAnp`x}@#I6}rwUog-4?GSDj#u+r>JN`_#B$)%Br zX~>PSWsE%+v83n3F%-2QAqRcX7@p;hX5MOcxPsDbJ(kbylMP}!=%Ba;$9VA746cY4 z%(bvU=*@U*-_6vt93GbtDQ5;V6gkW0#WIl^uimmI*l!HW#VPN#`vn*>7v(U?LD_6K za#B8qt>cq8U6Vm*=afWQ#GrB9_KJbI8RFrA?)ksRdEO|fjMj7f<~vFsb9YX& zC=0gO?ld}4aseI6vro(&61Yi?;NH0hgs-{(Xkf0|dV}df{WCyNw&dEJ=vV|Nn)0=z z<+UdFF^=`CduGG*!%6T{f&lH@4BpVxkmKjj2Kl(8EZ~1(VVieEKFQLA!fUbo8Lv0( zBthKnHpHX}C+(ZL6O`faOt|L7Sab*?w-`IzWaSc0&dXyt<s$YoM^P+DhB!sA0vqP9tboh7edG3H_5#|mBO?ce&g3B-1z90*)*r8=joUmhRP1=jnR?~bNXo-$K9yPbK z8SKRM@4&J&1#rOhtrzF326Jp1bC%mQfb``8t0j@WrJVzw)}`oY z;wv;rxojW&&Z^<_i zFeqEhjLqj43niygkpQ>4rDkPhk|DqIqVLMjNG6KENjli@>+Ijt0Hb!TMs}gCecI06YI4A{`7j-31158=MvT%L{PHXt{>&^XmFWMJ%6TkyKsYo4|X&i*; ztgDOYlGCkc_E2%`+8X7)+KAzSiv>rZ=LdC3$^H?Znsjt1R`qso56!1fn@{LFoo>k=WMXou8t8a^1nWH_F}_UA z!1&it)^j+F@VAl?M#U)kYkUiAPJf&fmw4>+*A7I_>zD7Ze2v+0&tK`!)KKBJ`5Lq0 zI^rCw+{4E^!^*s)-g&!J<|tlwg9sWHHt(t_7hXUF^$4@B8Me)k40-Zdun4&n5R-|& zRqGO_q83^rr!Uouea+Z!{}}I*sLC?*>JXl7#eGMYYTir4OYtUXlbPi7qnLw;r{ZLQ zQh2dd@1@sdpDQU3IYrm-YjxocG9LbH;77h^@;t<}(1j{w4?ckBJ#kjz8wl>V!E|?Z0d8qs%IKsX;KR){HjOB_VxTpOCsZ&@xFEcT9in>f8bDX-J zPQGiB{Z!kPy4F=N+=f!Gh~45RdMxq#CxoR%dNf2Ew7Nm{%qPfy85Xt!b<6KAa_Cnm6~i{ z(_K9vn(7MU1p40^S<(JN1hklZ`SUn2`-BHJ*D3@innh*01)Q zMYpdye^POFEuzVUZ)gA1;#^sDGP6tAQ5;u-1bcUC6}-1s93|Ot!gxhbou=X6$Vjqd zhm}h&V^a4>^MY{(_dA%~L7)j?T))uE`__FwUt)Mv1aRHaLmo213^B?F95Qe$z^&c| zb^3x@mht^onva}22O&yf(pA8{Ai2!zG!hXxj3!ufqHJ1zNf3MF29l>81Af&gbTNw zicPWt?(VDmBv%WxIhe2|-T!`e-sj1Hg%I9DV)TRK*0~8}{XRu2v=|LlT^1 z_!w{XT*g_c3_quCC1QzL58WI>r7h}l!SW;v7audVRE8SP0<|PjeZ__3hiR=yeK|u% zwqahoP#iNhe?+tCe(Iz4Hf6G4KHRRHve7m>3-Gje`e`?F{+uv_Ol5K^0OLE z>Q?FU3&}4~$dvwX5649H&&X+a9qzd6pInM%VVu=|_Z`akjF*KPVPi$Q^of&mXAxRZ zxNccrbr+R+Sy9|lMN^YYn=Yv|+SzP+LvaG(TQK;_t}AyJV;~v!phN?)`Oe0#_c+KW z8S)v`luJsDcE2;cyA2`$L3}n&@;>H$Y@^)e{f)9ncd-&ubTvkgh&Swq&1Xwi6=O9g zOmk|AMv3WWk&^meJQx#~(Qfjv&~)3lCu3~&(B`XmMYL*z?FO;N0idw4_oV~rNr6v+ zRIbjiDc4d-qut;`-eakX)muRZFp&**qaRWX!+D)n6i=cOJ@WCW4(A-iTDa9uqWIN} z=g+iTw)Ob7JDi8gzLxj%S8E97%j{!KI|!*VCaP}-%aEoc+<6Trs$U`YC4H0T&_=-j zSk-XI9m^=`|IW34z2vo*V?vLue?}9OvAfx!&nnYzW85-K%h!P_aVg#}NAweYTN65R zNOq<9SJ8^DGwZ8;svg2OAaL8YS07mRZ9<9hbI?tF@x|z=S;N2^=Lhstvl!tNY5O=a z>wj2q>zL}+qG_n|QPR7S1U^@RO4+I_?z2sl-&8S9YGVv~ad0-5#i-=*6Hyk|YftKH z(+F(rI4zGZgSZ|-k(TDY&#prr{GIJXnKQT^kHAt=pmq_8WN+x2&*tOtv=re3if5WN zxc(ZQ=XR+go9%0&obduBw{MMT->UBqRnsf7;^6Ni+mcDvXDpHa5d@;#VFRR zOj+MGe52>IrIsq0r!#N$)Fv|6!93M}j82zSv1u7W*ILkIOh3~F&nJ~11F>^`+9?4S zo36R0u*yU8VY-vbRluE#cxSbmR9k)GWfU4D+!!-UAmZOE905C@0z6gtDj9!-*@fSQ zc$Z(>zUrZhl@MlKc+6cd>-Z`DXCGX#b~a9{J6CqVjl~jS%KM(#a=w8Ks8y(~E^F7G ztX6(!H3b)UNjH#6rWMx@=P;9tqs4iR=)qWr3}on+^Rw`Be@*Ae(U8amDoutWn4YeL z32#Z4xKy)6NIX!J=ZQx-ZO_%I4@9~IyWYjP!J~|_kGYzK29grZlr?;_G@}Y|=%Nc)ylPUwKBj8@#C&aVCQoA5I7x3?p!TlZbi}pXOWm8Q zl2=1}K+G3tUvmkDjjPRWfwjDnWMNf#IfzM)ZfS?Ly;iL}HC9x3(i z6VdE&fdgBrb;YUg7R7xY<>>MYwfOhSH0pC3@T#O@*_NCHcU(1tO}w)8HxRWb6w$TR zS^Gz)0XFWbY8b1kvJKIMEtQ{i5Q@)!y=8Tgg}@d_SJDYZWoOQ5+amac z3cZk-bB1%4%5S9RxKF!g&}jI{uVqG+c01~1GN$wZNnBNzTe&=w0301J-#B~t_~+^r zSudYD4yRPU){FCy!d^0!go?h8tK4Yu4iosZ96H>DwCxla_S^$dEjah}Ts(`@vfU*H z?GWywKthx2un6)f8_j8f`tvx%Z@MdKaQ(HUrchv$zI;R(_=xZ%gn&M(gq)BV*lm8b z&W9nL(#Li;`xe7d%N;cr4}rCB3iPd#m0Jte&A{?A_z)XO1V*lw14S=H_%+<4L&TG2 zNGt+un9R1M_VX>S7&cN4O?}tM~D%oX(cHD zF1gOoFZysjsc95MW>Itki6kZc#4RE;oxmje@RFCBg737~M1_7VBG`6@YB4cHLH{7v z@(!av?FEg1ju$HbawIz2;}k3IKgN;G0zM!V0(9AEIQ)oU;Dj9@yg@K0j!onVXLPWY z$v}z%C`-zKY9b)fa14S;qU{Jc2>zzH5g^kS`5bcaj0AQ*7QiEpa>WA#&;ZE@^Y(O< zJaS38xCcaknrC5RU1aQkqL3VqJ`o^*iWJ7?kixs*M=3J*q8iD|86Wl^YgF2Ij)8`M zLXqTjG5y)ORX@E@{fTEwCX^7A%*FsINxYTX{r7VwZNS!yNIOXW$6M6eTM1wVS>Qpt zN><*0XQtevHws4D!wPLs(q1y<1ElrWE7tQKLh%&{T}K4{g_HKp&Cp)=qkfjAdf0B} zQOlbHDT{nSz4WqsMNNZe_Ap7h4#7Jbn`!zmDF-_kwV~>ZsX(9-oQ(loWkiNnjQ%&F zPbor2V3P%SVv|Wi)5+GMl=_oI5xp=ec$D|A^zIUjes<{ep#|luJ^I)3BNWVI6j*U|pH{J5A$aKJwU7(*(7PGzr#nPz!_l9L zjk}m6(?j^!%{7b{=HW`*{U8;X(9#d1_n&x#pmIPXiK6gST`7Qs;lHTbzk8GndH##b zUHi?njQd<&0}s*-#Vc=_3`%)AJUbZX$&`gvaxBw0=Q?~1ML~p4m#z&TP5Q}ZVA=^@ zFtR;v!83hT@B1{ULm%GS+s7uf_Gg*xdwAZH#C|A8yK6;J-q5{BrlX=C^F-h8$N7ij zfI1L1=Bd!Anu_=;et@iBqurad-lHO7V>Hl2A|O6ux%Q}Qj(|)J&v!7He|%wDg;cEX zsRbwSwIqqQ_&%x%biJFtPk51X9AZ)^^rrGkKbrb02qTsEh=h!B=UEiC$2x4T#pMSd zk=r}+xQpZa_Ee!hb$=GI?s3O-^HBG-A-a<7dB=$Mmd^v1S8cYW>jI{IJLiN9OBy8p zI0zg8>b-)8>gEWrf#VDGOM@k%-9#}mWu{gH$N9+$zX}pizj;x9%-$v6vU`t_u|7qy zPGS#!4DsL8>&ysvgG2&1bk83pIC@9QDo!P)h~uHcG(D2EZ;V=@B^Z-C`DNhOPkc@L zYZEj^tpS`%DV4d8P8NQFEKL&TPViJ~sHipl;7|Iy99Y>xKl48PfJa|%HKLrfKmSY8 z&&X#M|8)k3B=2i<-B&DjL_+)Rp}TrI$-4kYQ8pZ)VV)gJzb_aS(b;38=I(tsV?MyD zS*2Whz9{EC$C3D^1j&^aH=svj$V|e&Ra&^2F76Zxb#L+cE@S52jN;$wILfl{(FDyv6~i%w zr9OV6vM82Ln-fU`hkgP5#+Sx}r)zp97x}hrUJOYima2W+duifB>;G1g)%uyo-&_q_ zrk0A$S@B^K7D_)DU4X$otgB(SuP%`H&mK6GVwK1w@kf>@5p8u1B!F@E;)2P40j19^_(0^(P`QOo?6?;Pbh$rR&splT(k&R(ip~+i z!S`^jjBw-`-(q9Q^|3r1OwID7#?2@l3#X1>(+GlCswQ zmRwIRk_o20#`#192$oZos317qljgNEYA9e7ql9}w7bH3v7XiE<^n$&#s&a_sRjm&OBH4p^P4kWc}qSCtYed=H|M)Ub#G`RKHTlR(Hk6Mb z<>(OXHiQ7WVWsqdbAeSZRUkyg|HAd>j69-+wjYWIb>tn9c|?;Ncn5XKUrR(%#oP^2 zwBP(Mu(@*3vWTu#8-mUEh*G$oa9aX^s zLb_{5_k@Gn+8TXL+04~WUJ=_4<>dxPK&SQAPUu-X&s@!Oae2DfdavusqQw&Y+`Lz& zodJK<5yvt7;bH5pPNdgxPEMcpJ`u-|y}|tH*V>A6&J;N)5ZNR_ze<#H>4url z9Vc^x2=-d*-It@D@$!?(=6-a;b94NhGrjldz9vq(N~C$|){(^>C$We~=(Se02jp>` z{3Nouo89oV922$XETH91ywxhCGT7?CJ&M2l(Ts2dZzu@cQT;nYuglAQfHuoC2X^_( zeL$AVERFLm;vgXNs8HI1lt;djDcMe{zS?X7&)2>v!U*SQg&>>mxTE#LPOM6T+#tBQ z@k4xx5#TgFE=>sol4Wc(oms6G|5TPm^n+QF|3_sRD`m4h7a%#So5`kio7{@;yr?3R zBp}&q%?MID3@8CY%z4EIc;Ntx3>ZRsV6haq#T*TB2e`?L*}rmhEj6?E8t}}?d9l1V zQZHUaaCTC4#cTEQh+ijjAUgRrx8u`}(oQk?x3cK0q2a$M1B0yYTe}JmUKqGLnGa8C zMepzf6mwi8+q#MmP$dBBZiWGF_~UgBoLO9VZx-jPILHxPgeeT!b%k3fREtQH!)Gy+ zQIx#w1rDr-GKeOmRZFcu(byFu8a_+?{I0)P+Xu0g`Mdx9Ici+aofql8g}w%A-HrT9 z%@125)@EuFw!wm>&#rzwKL<8Cz&nO6Z^#3mgD=h!p@D24Q(`4Qr#48HI%ikdj`lAl zViZOJJ**9~yO@$auZ8mKL{xKuDY9_q7=M~8rA!zmQ9D{gz!969Dy?wL6hpXEjQ_74 zr9v1v(Q4XX0%)Y(9}D3eQ9JU87irBCHS@Ja!dFOcR%F_sqy*^7I}^>H9cnB(x^q5@ zuasXWR4s%IXQd|z{NV;Ot3SweEyIUP^bPNm9c-C4dh=yi=T4B4Wj9f*imqG#Ob-J1 zr@~K?-=`Q*x{!c20y8eJZ~`eP(QajBbQF0i%b{*8%;u|l`R>{pVHbKjQ%17+{{I85 zWb?!S2Y!{!kJl!WC|-|1caO19RXNJr=l72F`}Adoi9`wGcU9*px{P@}M%};zcJ<)} z27;nGu89&zbc-FEtvW?}^{&-It^vpc(fY ztRFwtI*R#4;WE%B#dhSoh&C=Qf0TUV0D4|~z{*c1MOn%K)fE6dO^OPCfe%}V0yJea)XTs|1wAUff6Q4;Ye<}(8CPeX;SGE*CGtu zE$l93*(K;3J=kOwen%Pata69$(qAo$s zcOVzXvHUJZv;QESc75`ZjLyaN9SlkY2;{~ zDmqaDhrYRue=7jnj~F%&e7n$=a8$;DY_RGWjcDb7OWZ%u_4V`JJ~CJ+j>mrqj?nn? zAf;SPPx2O%h%Dx0T{?3_>>H;}yZ_#AOnw;&VhYqKroF~+X=NPAccMn4Zk6D8)xc@L zDccReF?A_Q{zcAe_nt-euiMV`bq98l_D=!P%a7TYS0HRx@LHyb)asK02x#d|-)Ly0VmhNLlFKH>=s6!=V!ne0r22pe0b~SIb z;EzS)RhzR3J`SaF?IFZ+NEk3XTbO$IlqE`w(DktoG)+hvFqN2_`b`6Ad~ojZ<%;eRj} zcN`Hzt8^k@CghGIU}$wlJO!{bP26{I>%cd!Rl}S_8RN>(DmIfYW{D}FlYo&#zLo5c zK~9zUplcW8Kd-UHj7Pl3zwP8au3|nSiW-kR3<{njKb>Gc!@U_9c`yVB1U@b!K7QCH zyIySmD}G%z@Sj1-@D86NL0@z7f741X3O9IQJI)iQ2oA;y-#)4ZRQPqh=IIoc#e}xb z<1}d6*zw|mKkG4kTrO|o&P0i0seUbJQMo)&+Q-)T(Y31zLrcD{m+7A8*O9==R)JiX z&ujD5^md z`Pde-cl8)?{oBU<_S3Q#e>H=1gRR|c+xm>bp#Y;dCc3%B^qXJ8_0{L!KC9s_z2$vY3QFuy)`6k=8VJ z)cW?f-pVDkzOmIrZ;{F3YO6@J$$WkIlglTU<*4w99pRgapKj(aYmm>+NLm11}BecFVm~v$wa3c5L(hn8c9?ovK z67Wnf*q!1^*k5()i(Mp^mddSVP9I8e@S>E~P`GE}5FlB+`mj9Q`tFfXyMw*zD6t{l z$q1HDVp|>xoTD^CxoC^DtPF2p_$X#C=)7QkphsFGf0|uxN2cwOE2@Ee=HcfesnL$=GSd!~kaW1Yo!76Sk5{0D70!FD?JMcGCX zoJZcD>TL`5kPdmKTer(Wgi%I*gT3?LGuwTnh|?W5rd`+1;URf2gNEdn^(Ci#-fmn2 zG?@a5W^F|*k4<_!ToyVRe=@7)8N76iK)OLc>6IJ)+&Xp4>|-4}f;hZ*7EGRq(;FyG zMy02Fw}HLpdo<6c&Yf&--!t{>pM)T_VN~kz3~(Z~y5x2-i_IqIf6hjp`O(}$4PeT} zbsE4uN>c7T!)i5KY*nv;4hdLc*$YeJ^N;Ebzii18yA9{e_tNW|sx=sK44*_8kp}$* zr|AarD1My@wIzMo9^#kJ$(6GhZGP#O93<+2I_dFNB%I9UM}hfvt=D5>{7gR+1>Lgi zanlzbLOS}D>9|t1qD)e$PAmj}l%)5i0zrG6a*Xj#%^%*W~_mfbi%Mhowh7Jx^x5FCUrC3pKK2&ls)yuff82_G%XKj?yqiS(7w-xO_e1l0dK$B z=19^pSYzO^c=|v%r{F;Qr{dTVyvPjJ_W>Xvwysy=${@u_$0$al6(2wugVn2(%Bz|GWa0ei72hkzi=&M=`||Fq$RLZ7o4Gxk#5TWWn&s3b zdAY`B4P1<{9K?VAHVGgxWDC}KJt-izbAwS^)6c%{#eahlxBed5OF8O!bB50jr4AbR zn+n`@8vYXBw96WrG-!oVP-yQC^a;Rwd}?Fm#SApCEZ$6eO>@9=d@eiPlW^l;j*r}1 z(+Ih}Dh|t*V6?s%1N7jXUjal8d`A`I5oa&3wC-0Bl>6)`Cc%*@M1)aGPYgs6v|7c} ze{^%@;zv#p!RC0taoZ_~S+H9(`d(sCzAdIN2ZD_h_0DV6CoNMrCnw`0Jlm;AY<#ca zWCp3qeQErCz2stvq}g<>;PuG2g|69!uBVRYynP=nYim`|LlE3dum!C;Vz>;gIZsEh zp?VH+BwYFoC;m2m(6b0zZSW&HA{r?sB8wq^zn?BYVOTYqZl6fC?I3HUfiMK1F@s1i zudn_57N_W*=#^mmNRUFG-uC`MBmSGeL9%*CQt3NQj1-?dl&ea`)8C_-rTLNbVNfTU z^)_;=5dVSI=SEC$Gt`4}_wid)+D$Fdh0C*VQ}#JPeZq~D?qt66(pGefgc75AvMnXw z5m6&*MVm_5_3e3BPyAiAzx45K@J9#`CWVEi@5373uNFp=M~$+3f)OEvRd(`#pHWAQ z4HKS935iOZ*7F*vKAM^H-@T+fUYxmOn2rw5u;B z4ji&?aEA0j92B3CX3%^c;Y2?kK7m!X^~k}o#vqPUO{6+BUj+DEnJo5LEf^>XiuOzh zM!{A&8wM-;GDg_ z3C{HQScUumDv2~~y|bx$ezX_P5Ho0D0%|#DSF%OBF+b66Ij2ytMVm7}(GXt0Qj2^^ zAq89RY^s)T1|pDxEp?_*)ArXD|hx*a$6yIH)9o0C!r zCr0uN2HaOQrKV2e9*$g0tYbc}Cc3JJ{VIdB5t&}i8p|tcFedO&gz`K6Ni!a^kP zqr79Ye)*`UcI;mK1^Eg4A$@k0KYwz@o_(TXb{@WV`BnxqZ*izm>7FA&hRVeE=7o}S zQYV6)pF5rrI6&k zqG^d|>xc8vf>XjyqGM`ZlT)l$>o)e@JrsOmzf{UY2XkCET=?c)BmG_Nv--S*#O903 z)u2>#l((y$X`5`6TG+2fzWb566qPBUqpfi4+z??6eO2i=BT{YlK-l&@buPPa$brg< z+4^kyo|=?-y6bEgeI<32ua$W>|CJPRZw^8kYgb&RU?$QTH2~RY%cReq@b^3del||? z)@}gnRX+r@E}sYt=%0GG?aLp6Spr;;CrX0E$UDhzFDzud9qw&w%g5(V7f!oA?fvy< z3I4b{>yY-DivxWcEk4?2=2UE_)~76oawlW&&%u|{d&dfYSL#7{*JH1gzZOD2fK$J| zMcY_-en5M`o#Tz4;oVZS6my>MS`p%Ezc%P#3Aj_T?{b>>4w1Jh_2hN$;lUIvj@@&{ zo3xO~oZva#*8E<1II9$U6LleYO=_E}fPUWTur}!3^nccRoBzL6QHXQm`_g2Sn&5AO zyM?>9{tLGG)219-iwwKkYTI(pWrp)g2mU`9ww#oRSD{Qx^(vF;Yd*$-nZIxKgX{M|EcTdQuh8gz`T7H~~Djq$$KOuYZ2f3vM z%NI`-GgK$fD;-_F7*`e75B1BChlIPl(#0pe*e9}LA02&txnJ}Cf7c<;38)37qK!l- zz5{SDEZC;(wS=_3189KM@rT4REyWp|40ngnj?@noTCpCbdmBC<)IST)jrvH`b~v2( zvz?gI*PDu*7ghy4(`9+VDpfxdn5+&A6NQYVm%4LGiHIXf1^N#8H|FRsKpwV2J>Dm3 z)q@_mCORRX*JMo=+Pltw{VL!d3Mgf_l7z*UcZbBx>zJyuKq_>`poEqWqZJ-PRx#rt zq4w7j?^;^4k%qSScAwNvXdWCdV)BO`9T${4|0@ELV==n>N9t3Uv#zTynT-dDnm zNy+K%HeG8bQn%-H{h<8-xKouM9QaDUhB#>LeFYY@?Jz(ZidKG>6JOoe5F1Ul25_eC z3p`^aP0Fh^lc3*J=1W^*?Em>hd6R9aOyBeF&BrJ~^l*`$MjehBt#G2pRdjz563q1g z#$^0Re_lm<6O2{Qq&$pOEo_Vr6_>Czt&kv^C0Kovq*dlmcktl~h^Hq&YNHWA|6-{qU+AwulxPNv@}bnx?04E9>qU)Q zV<(YCXs5W70U|4eFlDrrmah^_TEHS5_)5v82`&gnM?i|G0rTqoWHI^1I7md)EOe$` z%^ag@GLPhEu)E85fBV=0Q0aSUn@71KiO#X8LNlhCPZMAr0oA@2#}%OT^=FkfQ`95d zdVF;Ki`ok+?8&Z>E*R`nfI+gtd{Pw$+Ynd=jK=KGey8I~t9m#$s$0%cFbUVV{e{?t zW}+1x{Gk9*D~TXvn*ZY!u1~fJ{A=Zmrf9OX9P17p%siL@FtH<7D@q@_zO289nNcWf z1+4E0ZEJ@`gz`xD^1TNmXvJCz+I#i-m z#_+%JBLEKpAAnWvzpz%Jclu!G4DLS;xo9Ex8F~i)@rZ>el|0K3`OoE2-p0OzdyvvU zRt}A^d_-bi8Biq6lEfHVX$Y*lPa>hyw z`qRJ(*02CZpf9gIO)_ev_3!VS9-8#&y!K;+^Y@IlEqbzBpu7q>2;hjCo*tij9$(IX zV!e(TVB>8~b^o!_B?Zd#om$JUgllTL2?(7K71ne8xH8{I%6K3;t?uLe?7d3e)fw(_Q`uts2(&{?DQqweo9H= zxua_%r5K{0^dk>1{`P!Vu;KMDpyi8#u(`NcK4R603W72Y4x`~Soap)(u3sb?D8X-v zyIum+0SDY5l_ckf3D?0%zXLV6@`&p_PV)_V=GFH*O5!NFIjR1k&%{ZC-OoL@tcGDH zMp*-cB|uuR1@EzqZ}-8mB{1N68`>_-*)3j<>x&}Cm-^i)KpCaQXdk7=`#xXtj# zanPUUZ6CCGtv;4?K0JEX*SZxl5V%fXUZO#Pe5u~yhqrnS0v+&Lh{CRw3QnT*V<=WrR;OMP6$E~=?L!5@mx5aIp6Rb^ z5{4B2UyS$#$~}rhF0iLdy}-ucTSK0DIUgGD1f1r-(-`;W;=}Iz9BC&T!!GvUsKl6% zTqW2*#3&iO%a3s+z~qp0xTXhkf$)xBRhSmJ0kYN>Av7uZhV;< zi~*gf+AUrDp*exDX1F4OcX)v|>o&hD#%mk)o6_h_hK*Qb;>)&B+gX+2zln!P9Z`W~ z65E+d7h`FU(xw&I2M)&J%2%#1uO*Eg#P>r;EXC=)(}soj15&}UP3YdFlrqxrR9@i~ z%M2VBhU2o_<8*bF)l*{;obLsQnBvqts$qI@eK{_awK&l`(|SS(y4H3N4Ri@Y5*ty% zZr-YEc=Vr~9C$_uGu4UL-shJMZ95GRqkQ>`o60HAhxaGaQIJZS>Z8d57sCX~sQ8nG zc!#_7NPj4`6vCY~6DK$yw1@zk+xuggK34B+w#L4wueE=;s6!OOLO5a0enOoE1>Z=_< zCM-G#(i)l{xN=wb;~<0t+@isFk+mWn@qs$6MBQjrNNNf631-`sLhx!H-e;{d95O^O z6*k-yn!mno7JMcXR6$n6ZYeTD5#@jZ%>~fJ?{o*pe`w@)gu@08XQC21yKQzP{A6iZ zWGfoG?dwSR_f`KOv&{vTSg~YEiL!>sKq1qz!IB{bP52xqJv)X5j)SpuO7kK$dRb^N zsj*oxd>*dl8lI&Ysz1}-COEeW4s}M$Uw_c8S-PZL+~3}b8#UDZs@iqK#6x@ol5Br< z`1!1RQ~>M;uM4NEUSB4)gM+eIYG3fN+5PJKL%EL`PThX8l1!s;pd;a%2yfyjCvo#<71uXd9 zItmJY9B}>w+>b2ApG0h-LnZaXP47mpB{0D3hm5q}-j=I2oQj9jI}w)587GFHWJ)U) zPQWEvW+J)8a>>Ri#bhU=B9EVeEKfeT+6grsgYjg^RN|gS{Coy8adt{~0S8w=@ zJDZ8bgB<4bixk{KSNuy}KGpVPTODVJE zTnYh(D57n=sP0?|+sP5AM;S$zZ@ORfkd~Gli2S}cX}+)@0t5Et@&Dll0HZqL z)5hu}`bTH(Z)N)Y2R{YugR`R`| z{?N@Q%AjB-D%8Uv&kIZYV5sG)&k6I+3)>Ia{vRH)ZLdy&BPZaDmFL9Hs3XgdfS_4| zk{kni*xJrIjSkU6G*Ay? zVS&e_z{gq)2az^jaY_M5qUhPPYZm7#(5fD(vP>OJ@KV@_=JFQ1`^f`Ubo;pBbm!)$ zi+X+3nNKoLj{MM|X(3CP;Skq9Ua;dIYE>!6{auL%;U^DpiL#$caNfSQ{}b-g-~+|2 zEU{YIwqL7?K8exHBXYX(zv#JvG}!jzp5AqAQ0{rghp1a7P|_bKY0=#iC7A&{Z{TEfCeOIaPt<^XG`|DjG|{u+u(fC^*Ka@xPE0% zV=^rFv_#wsaN^}evQtVm6U^MrTOIrAa(31ry%n)F$?RTRq zC&+lU5HuH%w_NZA9~!Vom_T3_;mPX)IB$)ufcUV<+$n|h;9)Ho8TX6CsCI6q0RFFd zuaOEZ<3{{jTWjS9)^b#tl(iH!xEG9W>$1xv=<_!`3^F4LORe8z#VFYeY7!ZSh?EhQ zwr2|^7N83aew(l$+MWjf56>9ACU=w%38g}}2MX}_9K#`7Po5kLN4L?La&yH%#5NTP zXB2$tn%v|5trkWC!KaF)qy>gVo-F*;n3&38NTrJxn=jja(-~4|85^#K{fg2rNV1Y6 zQK539ZI?vTeC`8>bjOxCBB0_m#Y1rCcnq9+cZzj76;5dhk;eugc$X1XOl2iSA)AW9 zKbb(1yf|+>0YZzUHALLp}Ub7^a+y-Wjl$!j?{A6}A**|SGp-MK=gmkq?c;EMDCuhj;-1%qZ!rszQ zO4;-9=~01KE%N|juj-@18k&90Q!h>LF*rtB#OEN7kFyEZWYPAzZNt6>1*$ioI%H+0+E$MKRDkmqhleX3zzj_CJLi}$WJilxo+8+Lb>duTJuqWQYf|DKk`i>(!k z<<>uZwPz?|e9r^IkENrGg%cU!`y6>PE0#s5ixa!yJH=Ap=nJj7bwUIFx*`BNI=bK|!?{=3XhXPus-bW0Z7Zh>oq@UzZOn&yYBvKM zFD^&sjgkFlX6dZ;YWyP~)=L(Q?T6gNJ64h(M5Hyx`poBa;ls4{pMdo5jtYK&QjXh} zJ`G@-pk>{BEh{c45f=#;Z6=fw;u#JmMl4uzVEuc8AM_qgn(jjX@{|tE2w!;TNWbKW zE_{I2xBsR`dQl9YV`iSHX}4UrV27DEsAnfk_wMl9qgr>?@Nt;jo#m?o#+*sxd#IkP z)4&ts#-#BRG|9>d`osvDGKTAqwsPuyV$`29M(Pi?YV>g=R5WJ~GR&@D7UV^TaHNXW zW~%?D%tWM4lg(R_vwG0q-*^+LPuOp&-RR*+SYyr_VMtWYtL^h2I0`75FYyKSFoshk zc(d!D;v?15a>?Egdv>T0kL4{D@4wr=k~aY6@MUDnF1`#TZNPreZ(gIrFrCh+tVFK= z&tamp?8pVaz|FBd`A;)gG)9@dz>?9$H32=E#jGh3nMn%dWBtHZ8N)LrEq|J`=qs5K z7T)Q&u|Dpit@|RZHGAe?(c0^&U}XG7Fa5#&pRkWI zTGwa3UrhU%Wt^nF@r@S-QVBxrOPPQfT4ZMG89kiG-E%%@0q+^2H%PrVKte%1GMMiK zq9ClX***I3Eehl{1=kS+UV=Rp*LON+zRq%He|PS{*@m?c!dQhly=n8CT2Q86x_OPl zB`2XCcEoV4Z$VL0*nMYAe}U#kG5z6WHvbO)fT2AjsJ`s|nHPa)S*C%oX{NLOykHQZ z`VybEOmUbG0|<|7U^Md0Jv_p`eG_RFU&DQQ<=f;Be@KpQy>ozEv@x3vB}VeBvNS9C zY_`BQd>iKGWZ5~Xf_D1(r<}dXb&<`@5{~6v-Re#=QaEddzOZ1Q_mm5<9!wt!QUNY` z&@)!Pu#w|mRfhy(tX`i7RiAT=EZ|h*qf7rky52G@sxRywmKeYxr5$Pnl#tG$8R;6j zr9p<2?(Pl&3F$@zq>+$r5rz;1X(XkQ6nPK+p6B_0dcUo`&b{w*<~nE2HM94+*ZmZR zbtgs+f-tao3%k)aXCH zIIPvXn0+No(PHgcF@K5;{iezGtRJ1{M&tWw3r7ObCLyS}RqI@|I=1)NO*mJQ5_a+T zw^u^Q`ga!cr0>qVx4vvX-KuXeG2XdppNn#QWx!KBoHL2wJzO>;Exv&7(A`1oO}bt+4(a z55xA3M7Ai9mCmn*`qGi{7DQETMPGRA?+?+3atz=?_$Pjx2*m=j-`>PVEj5c-<&uGu zU;Y;JA#puSmkapQUL-z0yETh-FkJ@*Qbo&o>a1b};6bACa*AyAk(0SQBy9b!7zAXK z>#-A&@>s4E6(XwI=7u2xt*TJu0~3qwPvYAL^QB}qK&PfS7Q1NWd9~wZ;c1Z`J6Hnn ztcsUDCX9(H=>jgTS(lJyT*uP}l;B5-DdnFUoI~}g`oc6C$KuPl2d4_&beTD4f56{Pw*gl=X}VGznWurfDvw* z(tay~D)!(4hU$LNzI<_iAfmU)3|Bj4{#L~W)doXoepKVPc^-xJQ=fs7HN^m)i$797 z*I-w`Q$hBF5jc;)7lR>XgQV3E9%_$!XnRqXnj2;_FB|1hsDJc~I@OwLEL}|-IK6(E z=mN4UY@`@u^NnT9eCk69t0HdQ2hF$rrTR)~3b@8kawe$+#thyUHmq!Jr0RaO`KDnt zdDAe-GCWxYsZ#8mnd`;g11WrCsWOdCF8TA#jXbVK$WG5JBOb=LoR{_LXDE7>NwdY> z$C8(f9SJgJdPJ@c+~hh$xMg~#KKmz)pH~d|LxP!#DlrY5{H3uEu(3)TtBJQe#0Eo) zf~|`pKk)y$j+)ey9DnvRyt%i&W=3D!Pqzw=tFwG~<)^X8Y18Wv$71 zY00usXz?TBYpKqIFyh4?X+bvuc6m41Xvass<@T)?zl9v!5Xn>4B;z|R5@oW(9;g;+ z?W}{4mv*Uk6ah_|KPQcnY~wZd3-e^i%G#h)5Ucsdp7(TsvLS%+y#9sorgW%)7?wI7ht?SLe z)cPd{k~|IU275PF%5#8rgXWDO%0g@oo1#^*@y~Rw8cct*Ijl`3__6xtfHyl9o{5(j z8-D+##dWkOaLnTVX~eNCB>FzOqSLL?&w%UXA5AopP!^K;k7lyHr_UD2k6AnzKH2-Q zW?VbQUXlua@zMm6|7v4j)BM4`UbkOidT@__#hyIt+@v_#p%+(~Ps#^A#fGP0Um2{R z$7)@(d;1?Q?0I*8>B|m}^47d?(yLTKz5g&0>mE=2!+MzaczxLcXssfTeveQ8VdZ}q zW96O~eQ?i{{KJwD1k+S;WxEy_#Y^IO>#izHvD#JEG>wIdfJ-3qq7B+;aFuP6AX5(B zdMJ-jvbO)b_elPV3w_vTFU~%QH3MUOJu>^-*CDL(5crYk^`On+KN@q~!ZVwE{GL`n z5c%=32f)ptw32&|UBAO5Ie2sTt;Yu?v77-T5$Ui{q8t{>5(!s6F5FloRpPrlUt~^{Feu-o>o^% zQg)PIpL|1y(f?AtCt|`0Q==~SI^=Eb}&@|++icaQPJ)3jLcUZP57BkXi zpqNf3Cuw^Vsvr?+um3QOsxedu`5(qty}%_!_m};w5RAWXD{)wJj-ccsm1>($nF_KKKZ+m)v zU)uorWS52sRnUB2{U7MFWF!Fd4yG+*F-sVDm42&YthSubVupB)Re!t3Vs^##^vlko zWD`sut|b1I`ugaJPjpSD3M;D#LP*Qp7Z3iEjRZ!={ zXtNQ=y2fE}AD4BagcD|&V^L_KMhDi}IH4~bGgisieO;VRoduaUd@*~=`^yCckT zlL2nv8vDkbUA0~pUy*+xo8pegwAXTA-uhSBiKuTYjNZF2(xxMOA|UXEO-tgc6J0uu z^13*A@nFTcf9#*k*;F&e(28MyRs6mVuz*JQ^y+7slQUnU97!Uhs12J7=o`rg`qFlg zC=bGr4O)RFY{*+<@kw{qi-EfkCqF@F7i{d-G-FAxPQc1tnm%emazhOGqN2l***ngJ z=0rHc8AcfDPO2ql$cWyF7fsAYCWIK3_H-<8Iak}=n^u0o5Ce_)gw09G%YCvg8!tBq zjY>T4pp6nM^%z2qWC!f8@LF!_pfiz?2>(9kJ}oA(pio~g-`588H4pS!qOgI?rUSsJ zJOk&&y7IdVC?uHj9#PFgqdt@~F;0Y^VXcWLV)+;5h@&cknUVeZtI18%oLZFHh>L=)K#Am@}Vh zjo4rKf_G18@3AiXgyR{O`ODD!vW2d)1)TWjw^?P`lU|d_6QrB&jZs*sfonmYl4q11 zeXB>me^v_NGHJv=CXJY--)z_B4SGTpIu%*Vh<5`CA;G+6Yr-@$lHv*pQh5Fj)67^3 zDF1WS$-*>y8Ay_nD+CFLTMh@PsHH4XKmf7saJ%&|qes^Q!j|p3<9D>JAb$c(aMZ8K z;Fix1GNt;bXS1TRFANy9>+a|_$Y zz4!CXc42PZo@$D*9{QFqc5ArD81Cqwzk}On7Au}8qtPFL+_VqFN3|#tb5%{`*IoDo zN-n*d$XL#QWB5-qHeLkfgx8}EJIXbP6ayZ!>GcHHB|BEOZEk~?@bxs;9DjriC70_( ziCK$y3T#Z&X4UPC-E8|Ni)rVUf5H^9jWy4ISfeVc0Ae{yA0YBR$^B44Omg-94ThgwUbXQwY!oMwFo5hH{{4tl!xu zf=Wz6HJ&+;hpHfuE-GJgB{RDkRJe>y&q5^sO_O0H56^m=5NMxzx25oK#gNEi zGM~WqwX~t?X6(%3uWRLrwAh#urM8fZh3C4CtuE@?NE_XwAAlZHtsq6{t?b)Rjx={E z5p-%bECxPHs?u%Zj~MqLIZE*yuEvD51!#EF^HCAGv+@o8H{k?XU6LK~$Zc=A+G=&> zER0~waF1M1($j0LqzPGTUwajk&6dBi3hRZT!X8MKwCWHAT!9t`C zqK8c8FY|CxJrHkR#m0F{xKwH~s-f)DxEI`?4YGX9xiLZwoF=TPP5Uhh#RVjr*llhz zd3PimW-B}U!6@Rtg0jEbXN`PWF!xxSvKGD`tk1kJo?z?YA_^VK*guzbjMjDGUC� z$BOhWDDS!$cXNAgJ%!};fOCa}!nX=zyJ0hAn1K3@CZPabe^#>myNhP8?3tACLGn~HsG+qm13;CW0tj~d-$}Jq$kd9CGw)qNYXO~`Lq!-zb zNb#g7A;AOw7`Rtq80l%n+q+lMsxUf9wNa~y+M(H+vmxd`VIe-=ApwaTg)P?LGAR^M zSg9~WO{a#&=j{RIshF%sz`d|4C}UEwRPL;~pwj-tU0GDJRW%~US@}aqVYeXhsZp_V z8=-WOr0HLm;|jl*okD6RDP~eGt?3v1V!?Wt=oKSH?XIh<@<}JMs_L!G0yTD7DVT>n zs=bX_r6#j{Ocn2C$~4v$CA72yeVE7z`e~`?3MLzuMn5^a4lr6ZZ}(2LOm4YTe}wz3 zOX;g!Sd|6M>3EL%f_^2P zLN+RQR$Cz^HE=t}CcI9(M&#~3kA4vb6{dS;iZS95yOBtIC5q-bz~E*kI$w*}K zouq!QNPEgctb}290WFVbj4qSb|6ZMlxw98dsgaTvVAM~|=uoRJrdbK}R3LLrdfS7T zR!)Ata9ajv7gGqHkS^I@z~GjjFcY*dm3`ZEhyizyQRs{S;DLl{>+h#BFYLM-ya_`b zU(OM}V>vfX*kgcS`w(NP=+3*(xFj{@lsjlv8vMh#S>U-ObjMexhrqeRhOR*!^&VEZ0~?KtcDuQmAPyn zxeT54GsOMKY}7z%md?qtA^oYzbm-0A>pP0UKcm8yu6}A);TVYU3RpWjc8yq3Ng*pi zCE&n|A=02tU4m0dxXZhnI&wBy)HMY+7q^vFh*%Ug@Y0Ex?A|O6&YO#5^ByD50!cD+H-Qth?aAx|c`ydRm z+BK#-RAy*2<`IK23W?3$nk&45Bx+t?uItuEt4zO5Shx77FxBboe|C6L^Ou=6&{3U6 zM63=aJ~*pe_{Zb*G7C_s+5-My2lYY2VIpc!FvLg(LE|JRAV5nU(jX)z`UMsTzI1nY z-|R+lY~ySEFtQ-vUC=S0f`I}{u1q~Js_11TvZDYhR71{*kx(5pprycsJvGqR=K;_Z zCz8qz3Z~?Z;`WZK#3~Hp4y8QerlaZ1OcMm#{!GfP7PB|e(aEbp=Y0K zIkA0(Iv;CMEEBvJA;9ijU5TTz-}1vBOk}*gC<_%7f}MZ;?MduEx8Za?hQ)c*`?YaN zo3iQwR@G7OQlq#ur2|D*zQ4oV=Wk_T3vFtRfR)}y@^gz<0rI-tPf8Y@=eojga}JL) zKoYoBiM?3wQCgH2F$`Xz)aPnuDO)0O#t%Ye(=DiGoXBL!yYhE_&UNv=2!90PLIw#5 zOyH%-8HVq21>g>@;?JF2{T=>#qxv?o!h&}^DYM~)2W98*Iv)0~Tff9X<|yo^FnczL zQoLMc6!rzy3M{(d{UlwQckUWIlU%S;C0WT6Ug)ma(DKqDMypj94XpUO1!Whb+=^TG zPSc~;-9VFZQjC>=SulR3{Eo-Z z)<8u)k-Qyx+`=~4sG(Ur5yHesoBk6P=Ne5wqsdwrvFBzr5-#e%Jy61 zu1Mo*YEbbzX7fw-WcX|~4)%rT>c_~ZCc7O_>eO#XxBk)QZrU&D;-8zsJj{m;rolb% zD>4zZxAKL9s(uqW!6LkD!#5!oD<*Bcf0$5ugs6PcMD~YD#i)?x0c5IiEt6R^U#n05 zqo3~?37&TAA05gyEYhK5y=mJRnwX_=bH$3(a|h3(0L2#9~yP$+@^U3&3{hd8W=#+_eO!$k6Z`YQF zH7OI7=&ou;$^L)Zl zxTc~A4nc~YXMB-JRRirCDZ^%{9osWJwNrOzT;dZUz9b zUWWjGBF#uG7q+55Y|^LCa|9j32xlg0&%hRBU0&Hywj9J2X_n;GMc6bNSEa8(%fHs$ zba0cEs@CFLoM!}v1UZ(^4o90frxe(w-EE%=Dptpttrv#BM+|b{46UbX;3gxgpbO&T zER94v(_qKc@f1aNEn)T{=kZf+090-F+rIqR_gM$GF%OW+YhJ^cre36$f))ojQ+U{A zgxTer#_IuKWsqc-XU%62qb!W8CYm7MKq_O?J+|X5UsxhvNVe{aj4oym37(Q~ZI?bd za`mU3L$XXF`zfEy=OJTF+h0Eon9uWqBo1bVzb)j5k6ESSJ42tX)Vo)_XRUjC6uAG6 zFgZerBRCs4CXwA@C*A=C?#Z%=B!&U6S$XUa8fo9JFlQ3hZ%1jsG{g$`mfQwHdTpvx z-pf_3MLy{d&KdZo4fk<$8ac#AM05ZH8J`1S5HAy<^7-2g)!$F`%$=U(kDIOx(m^{d zgWV$-RQ?X-6n}JhwrwXPWAQ?sm0b{eE(Nx*iGAFfi}2}|@DwtW!~$VH#`H%VqCEzo zJ=qW59~YR${ad>XZe=-6J9AalcYASNnS4>1bMi-wqf;>8v4{CW63Yy(xY5Wb*<%2K zoz&j*3YYVgkQWQ{P-dcVq>?o}yOjm}WbfP&+_W2RK4NA1P6(Etka!K!-#Z*bEgSAU zzit{?h<7>UTP!_zel<6;uudB#y&kr-oO80%w48EHR}VPk;mJA`lkxU(Ben#@rkFr($Cs#MiPG*Ww0z2)tp+sVyT=<(xgm!g(&R=!2rWU;>e7F- z@M+yPtEu{lGauyF|ICz4kag{79xAL4 zk{OmnAwOJ@>jT@!%#SG`D!-R@-)RCfjq)8JyMXI*yS4iAJ5y+^W3r4jXHYE;R^2ub z{0a@v92L&iDnp*5{vcG(?aBS|GKwxJd5QTbaNGbmuHLHj8kqDv2+r2(ROba)S^Pq$ z1RR;IV*xqvAS*z}jQ0Vq$~5&4umJ7wS0By113+&5D3)VB4qCSjsF7uWiQF%MiGZ*f zuzO}Q2kes*(8-Me0W#jUiX{q=H3N>&bo}jrgEaV`3$$hkkXsHdmctws&G!B}+voou zs=wp{Y?pyuYe1;2cw?oNqWKSw>{&^Z@Bfo*+qA{)I^8R;qh*|D+ujWob_B^V)iOI8 zc+MgG>4gN2 zAgh2qsngw6)=#?N43n{jhRP35kC}Y3mUMP+qa^5p0Y6+U8O^CZon?Qp!kN)wy4ZofLi{B3q2$U1N*NE@S)JGuwJ{IKw3iEFK zx3BO~rdq21)bBPug!qiVN%i@F2ld&X38>otqkYf*kERs)KRQ0~lvMxBtA{XwMTu5Z zwsYjoU}{w_w^bA)<-=PpLs=f&Bp5^YGM1Q1Ae;xBM9EOV-};PU2P6++=oXD!D(!?0 zPdR&-ct*%Wh9-9M^SgKUzaH_1PWfDhDFid#!su&!g3${ywfM%rwhdJp=Sw1qN#nOq zI8NSEFcW2UN{80A$F}c+z+s!5C>WrW7XFP6dU2YLTuSm(&&eG(>DhDN+T#zXFN&Vs zD{t9i!hk!{?TRfQKBr6m$|fuM(yCUcyKF!{X)t1>Y%5gpk%9$d!$&b~#>xi@_Oc=N z5m;rOjHlv*6B|4b@eL`f8T5U`X%BKEkuXggw?SkKw+JpGuBF31alpqJ_pIVlO}{Z8 z{l#ey1hId_vUF7?8934YF~UN`FUIrlskfP$lI-CEtu!st(cm@h7&v$r8F2Feejw>P zB?73<*Dx^~i6Gfa!Cq+5$$WU=sB*P&xleG>iK9mBd21SW#A}Wvqogfr8WTF|p;Dl5 zpuZLzK>lU~J}70W`8;WaZ=ecwx{nqAAzL0P z=8dT!S3%TRH%Q)15H-vGta$oXZ9KB2yTfc^`ZE6=>3sIm0lvh0dkG^`toR-RjWDE} z4`>oM*AZ2IB?OpGy;UqNS_w*GEH%V!Lbr+TfPk`RMTk`@f%?n8Qk94J>MA4TYt=~C+i7d;|SuHSa|=~q`H zJ(bl3Wk;+aJ$#Bz-TkyL6)z&l5_7!V!EPcQt4GGc3=bn22uOf`Yza{62w0!eXE_i7 z6E(hbl&9YXnEG;Y@@)ljjqJ{^>ggIX%;E{qQ2}}J0l_exHFZohTGFxB)U_A}U(G0# zACFl;?`$*e=bI-E?z?s9{)lqDkdcUER*GE24jU+SwB^AexteD6qN&7xXMooO^taIt zwjfSOfK319 zg4hL(pzQG5c3aNc?^bAsT09Z9Mnp8(RC^~M()lRI^zB#z%_f7a3JHGC05qWIeREQ#)Lv#chsculGx9p=-Y z=y@|m5!aF)x|#YTuJFklq>Q8Mh=VMONT`9nQK%$UR!-|fYVNC4iK2Ojl|KoItbM^| z#}v3)5h~UK&E~Za;TdvV6v?^V^{hqa|oNDSuS1wWI?84)={-WmU zsQ%-h?&wsM(U%KQS*R5@qByQoFYkJP(dI5V8D@8NO2Qp?A^4{r%~KWjY+dsAR9h4S z_`d1UNg3gzNQ#y1xX{mUS=K(HQxC(q)-Rr}mBY%qVNv}}5k(Yye@^ziZYRhWXdXV!6KJ5~iY0IoIwg9)N8- zl>+wS9)K04r!3GU9e=J&N1t_?Xzn5u>*MfccYo9M}_uSL>Fh(L!sShPdHK(_`%{v*3ip-d-uid zL@-=cGA?+9soqMbF@&MVhbFRRketjm;pVkxt;PV$L9J9D3aESF=;c1Bl|hWP(`|)g z5C_Je7Gg{;3mOc5PYQ`7sndJ1CVe%>S}6;cCYQtfPD7&>7(H}5xR4@uq8>`>lW&~- zLHj`%(+U5zO%vFXJo}N(A*@>X9kb39?q_52F<6!GyJ*;l2iVVfsW0hPgwF*ACgWscZa*+;o5ABqP60sTl^040eKKe+YHcfuuS8JS5ia}7_J z1a;Cd@uSGGvgl$6S-g7NKIIij#J(R=wf&> z2~kn$W(z{;0ooMxm%bU-s53(!%&Vz#KBsA4M?Vz8b0=kyj9Iv#>&sd}!8V`)?iY59 zlGkmtfj@SylN}&?v}68w26v=9C0wtp_sL1Q32tq$)Kc4N4Nw1vHIRPzPt!6f*1GcX z8ziMn=+^;qK*+a4RnV1k>==$tI;$HV+*o^X7TZo$aE(eDDhuttrcRHvjB=UAWd**{ z+>V69M9<5N)r4r+I-UIGBjk&=NRZG9#;0W0`h5J?MaQ;;3RZv;nElyf)@WHcA9@jL z+X=~bT~xWCS?Ku!E@yFHkP4X5UMuhsEP}+~p;kg1Z-+_4%PFQ6v2o3R{TL^;D=}7k z4&?uMA)xsarE^rmCroozA7$P^mQ6q&JcpLeQdho6I7vD8DKEvv{_}a(c~Rv0-}~Cu zjT7pBg|am)Da7^&e3@>3tB-7h{VbVW5SMIQ%u&k&a+*i^2U532z1~JuVuFCcvbv~PLD{5=7M+mgH&0l8ZC#||K zsVx`uNmtw8fIa>&8XEG1RsA`0tcOk?e3fXlP)Ch?|3jyfko@~4rqd8ktBD;brJ)E7 z$bTqD8+yPzTmaM{N*8JJ;Y8S=GC(Hw#NgDz!=^H}X{zYkR60^-w8()1GM}P)4nlCm zduiN}!W=SZHCSIA60Y4)|ECA7O-LGI1X_-s`VJ-46rlpjRr#Uwb{g(tV=GV@WBuP+M;SK!n4DVSw0 zn^*R^%Vg8&b(6|0Bw#PMXWWzU!PcQsRVTtD{;8Fo1MIVKTpB3+QO9@U!0%_3gcruL z25GL3!^n+}JDJN-!xZ1{g2dK42kAeLA+NA|FMB?I&UfuAkmB%i!UyU@)vC{6ffh2G~PZf1_!%=p2`jci#}QkPk}P1DKg4z(E_LEfxVCn z-YIP;3D(NUQ*+7-$~dkEnvRd8ItL|1qc6BgqIn3SPgL8EdaTD3M%#aBTYi<$&2Nd| z!a=9TcEt}dk=n*YLxhH7byq)Ogm?8OLBc%npWvWxe&K*;{M*Zw&lKRp*@FO9u0t6D z{5YqO7YsN_Tn;uw1MHZ70U3OTi%nPsCQ^EsXcX!K_&xk09_Dfe!xgpb?XLzAzvPwZ z_&u^`f6YbH*q{mr5>B&dL~0rK^`_^Xjq5F#Jc`+UAR-BX?UjkAV-dexggD=?jbEIj z;X1~>`9IIT&6kcX*Q6-#FHn?gQs$Vgysnd`RDZzm7^{jDb9TV1clBR=#0V2vB-x77 z0DM71i@NFo(1{Q7WS2f+@AX^Th|f0Ma_u>&auJBu`y11Iv>^yq+aMPXMr%h~M8TrP zc3AMM_X?EY1Sw)nh#Vta?}F$f)<+wH-*2E_d~py&Lr$D<$_t`6sOci*Fi#%$nJ->E zS5m>AyStj-MV3V}O<6mLhI1^G(85dz<2s4UKcbS2*kVfoIOCt>gXYER=us7FnQpxxKk zDv5#JNvgH^Xsz2B2Pz3NOM~<*^xo6Z}R7NGJ4qSxImL}Nd zC+Ap}oT{^G*)+KfMrT@;Y!P&Do{^F$uHa;wL%vo|XFeE&_iM&4Qa#CxyK%qkx?e5R z?E)QePJw%5WB6Qwr#W2)PYtz-kD$j3{QZKjZBfI+-u z%P8aZiSQL2TOzE=4crXjeAz|8c_ZXS+<JGksNOz80kF6pz@PXIv(1AGYhjQmsrKnM6S-c25`pZC4lQ(PzLJv1uO2(k7KQy&FT2rE<>@5%Aqd<1*-;YY zYi^)6^{ufpo8oVn&W|j`;&t)ag+fM=f4}#9x>f}K>A4W!u`a^eT}`R+OlPmmfYav^EkFk%M=NHCTC42r<@Ndf?I$AximP^#7UH^zdtpYS{AcO7jK>lZZb;T zteZ_Pe$owFo9naLesvv7)aHp@@7h-zKUFs@se_iJAj!2*%AsP7mIRmNS}q-x1Z+R1 z=@Q1W-#)?E0ZG0IS`kd)DathvT$$QG+o7*5Yc;Q?@M|rWAn#6k{Cm0`4J99gwVAG^ z%U}iPllNx}sog+Q?a@{ zN0RmMi?z8)8zb%esc$0tYRjft6-(MorNNo<)bE6=D(BrOzQ{kh0oF!J@Y7T-{9ir1 zesyg3_?dsbE3mzgs{b)_GU7{-M}?3u;!<%JgQr30=jn&JQ>p-QFF|Tw7Kd^lx8^-l zHZT^=I0sfy(AfRCm2IS~P})gmz`0Wfj_%(E2gw^xjun79R-HB96@f`i2(92ZCP{2*+@jsHe z86b`C$?KW7f0ADRBUSAIhaKF@RG*(VuC45V9QReNOS7SjNIJCR`MV_)ef30G&y9>P%JPi~; zo<-s6vE%!1GH^Lmd!qKYE;R%44*cUAiv8MU5=zl^| zE=hHF?lsSVwwY19-(7g=zwjtk=Z*>>ygo=3`6=| z)-pT^oQQ2@3hozE$+q}^^yvT5yA75y{~O_3{^S25;zs^&;=1L36ZZi*HPV-?#Iui+kbS+*DfnMEz%jhPWdK@RI6Hkca^+8SB z{#rT9&BJgKa7;h3dYmt*EOU~Ke=PI$lNbqn1vqc}n*;E%Fz1M>v0|PiV{jK8qcR4H z01kCX{!=L9S@)X-yrIi<)xU6HdCit&lCwck)t*wNst)aZvq7=nk^=2w^s6++PRI!7_uCE7$#aE()ohdWvH#{#_%Ior zi+gvw3jlXhG-&i26X(hlqqvOj=h3hKL5GGHT0b=b7ApSKD4R9U04)#em<4ib)GSVR zWJ8o!$h)k0{$`1@WU!jiB-E76xh0c^KoA4)kcL(i{oWyyX_JGeSk*EN4_}{!6dwAL z!kLrghcC_|%ySDa=dWWwhu7AU%%e`v44EYKumb3XX(cIxyXvDO%5;e$lk+*#NU;fO zjyMeEa7pFz*Ydr2Iec?JNIFXs6KGM_ZB>}!pByIR1%--}X2O98*s5gz6W?6$Ig~11 zfr~n2rEY7-OA-BLWoY%xpk3C^Eaksi%?k?u_SHL_LwSp?XZ(K z)dUi?(iD^oq2|xP=45}Mj6u#Zv7=v0(QlR3HSJN6t#`*qO@0}fuV5{GRwkP8j`)GM zlnLz4-@mzKE!~Npf&^;A)Zri%m3^yvza?5VIi?^%>VTC%XTB@Vq}27nHDw$ zuxWA}b7Gv0!$y80k2_!3E$xtQU@fP2&P^98`ve|rbIZB;wC0o+W}qp~%vE#O-@4)c z6+_Nq1RJy@(`oL$=D7d_xcMHX~w|cHT@I2J&dqIP3EM!rh#{5 zZ%BBeG)I-oI4wUnYFweTnwUtZd8c-8_32|g;?bE3yr1Qa&2oPY;IY_!2=se#Vnz2? zd<|Wr?Sm3ULzOXBFQD5<^FX6~sU7^j+hIQ8%sFEUq^b{wvk%w4>M4@|zWaQ^BleQu zw|2{+dYB>f1!I&(d%2&E_mFy?37su({>-zTZ>hn)La&AnqM1vdwbi_%@h34X=%$~a z1eDM?=Fgd$0Oj`7XG>US3gQ{_yN{(gU%cUpk;2OUiDi6q+ zrIFART3~bPkF-khmlkY5`zfJL!ZLLTD4e@grz5a>4uF-3;E|2Gb%L0cdX6& zvLn0MmsCr-*Sg|zwEAgHy}?cKr!kCR6SVgc@O`5 z_C+DRyw*xzjFSWBP&)+~ybyg*JM1-n-|xjA6)C(Z5vsyYU zk6s;1OJkhKcZk$$i%CmnYC_gBg~?5 zW+`i{==x#rSFk6Pur(k*9N9_wsfNz(>im&xGS0)kyP>ALYd6PorI8I6C2yC0a(GkC$uJ3&Z=q?o^xwCWj$zmM4cW%S%S;f6jpB{yH# zcXkA5s;mmzdHBBGvnpHY;CC26k7!doJ~dXQ+b`Hhboe_gIX7QKZU$b1WNKyqcV7|Mkn94EvV zFSIF!L)^NZmRMl(#hKI1x%$)8^|hqy1XWbPy~U`dG9PwF@R0BQYs{jMe;Z%=M`*q; z_Vv02V5fXr8JRr5xAriZ`;fo%e^H)Xd@31&Kel3Vn_AkH=&r`bHAc}@1Qp=fCSdH%wuEczpWMuL}4lfux7KzbGsVJ z6>2gb%}SC?*fDPEGd_?e#sP=LLI?N(rQ49U(#vM=_9N=An2TNI8ufewUv8-Mil`{H zZQl-Lc$;+C6@S>qY69qhTX$H_LvSDIxb#xq!#AF8_&{@uO?O5-2Gq{1+GE~o36w09 zi^y=XW~UkY=G#dj1#8nthDYEtd55VgKRXET;a*037{}sBb1C=f=Y;R_`lu?u*f^VJ z6S+x`HAFB`GfDG(^pd)bX>8p0Y6kdoCy`qS#NxpJHvCQN9%*EW8E|jqb(1^I?fgD% z?FVnaD;9WbQ)h$DTaCNmpEA&njgb}!BIbI35*(G6vYmIL zDUxiM1!PpaYmyVqh#EAQ<2}Y$(d`vQzVf&P4Z%P&e z^0Zz&tx+jl-NKh@8<6w?R|(hvp78#G&^Q82!12~Be>6cgXwjM6 zC~M&D=R>8Na`r9hktU-hv1K~?T4v(%SJG{XH8=8%GUz)RjW-*&H!pzwch-v&*&QY# z1T?8qbi^<~H(VzHlJYdmWQkJ70 zbkVZOP@?)D^Cw9IIoG;Qt$H!f^6p<{dqa%X^FP16jpXH4u(4oLjd@1bR%3)9{xm0@ zQaC(#V3(evMJ9lu4)b3LXVSseqEe+8o~EanzOk{)W6UT z)K?&rSp=L3GsMwkTU=>oBjv(6BvrsDLMA0~ah8**;$>^(ztfl?G<4hu_vtN`1WkpF zBCvx$x&)3*WkS8>(#=pC78m##2*DFLbXP@OHII2%gt{~Nu505IGbEMFW8tR+*Oh3_ zLyZMSw|{B5m>wEUX8gP2jL=jv8)ejnt4R;vEC@K8{l$U-`|1u4p~4^Mzug$+?NYwbnD<`aUMR4pV{Q`doX}!a zuui5++3R-R@yV}y^l*(<@vCBoq|(^DL@lRW1VeKcA4+v}Z0(#fnngM!UJ?EhQ-#WF zn&lbAoaYAIjd06br}UBSi(P=ez`^N#CEEv|YD@?;w2IkfT*v*dCgqnsdL~94?sIC< z>=>dJTunOoCg*av+OwV{eh?$fvu4naR7s5fmTP3O?~M+RiJAX3u~2XKlK*yLre(9e zfgsjH@@=h&?v@!_0QYjB^RG@emA@jh`a193((~j;>eva67K+8qjNd{0*o}e+NfbOe{XALH6D?5qm?^%4 z_{x=HqKw3Ua)>2a+!M`LxRwcDi1@oJMN%1w_em-PFxykunJHd~_>(J{QyGcpWYm*n zk>_rCB%YAR0WzeZA3J?H%zc_0U$wh(5I?>TJ*Eew#R#T@zGNO2mo3&61j9k!lV|@6 zi_Jd__!Aku=hu+tl<34*@*JOu<(h-#8{@kO2D(Bx zb;8qCj=HUvWGEyxexI2E{HI)aTp3c0qkF`S;>z`Fh|5T+3;5%u@9QmCE1qb02r=ZF zTdRCtJ+xp|ml)q}-Kcn6KWXB~EkI53#U8!?*O0IX!WBBwqzNF17fi5K*c)A|H@`}K z5lND_Dp3&hVP58^5N;i7g65z6pbx@Y2W&&{VXDWW=y|aJ4iIPo2kZr;H>p8_#MG}Y z;b{7nQ6sLTKjfYKmasvV$xk%4%7^Gv#I^EcFJ#A^wPd}o)pB0kM|}~Jg)?J?qi?Tu z%(_y~xa7WoSKt}lNKNOgi>K-5EI+>?#wZck1ri6+$oA$AvM7#=1G#zN7Q4hd^?A=y zZf61{9f;bg0y;dtEUfaLPBkkIW75?d1C(- zkLT>?W{_TRKITt_KlE8c$<9;GiLw(+a|YB+x44-dhZD&bpuu2szuPDdQ!{W zY~FdUAq4E_O$;-U-l)Cvd4ZccP)MEl_B(sb1l!PYtc$2X&Ff^TdgvhM$T2ecMw-|8ckt*c) z0)5~s8OME6{9no64Pyrqeadn};1y*4A>X9QvW$u1H;|_5J|tG#iCHbVJ@8Lt?6Kdp z!0g*90*=W8(P0rqE6a@$i+1q}`m{N~5eR$B3suFM(4HqJ$X_9v5I;rKw}}WZMWFX| ziD)A4lMm79SIqKfDa2xk@Q=@UY)CDy6*2>ou;o(=)suFaO0E&)P(VomomCzA4a4nH z257Z3np8_?NKmHy|Hsx}#zhsi-{Y{-0z-pHGc+Os5(7vMLwBciN=itIGz>5_(k(Ru z5-N=%-Hjk3-JQ}r2k-m-eg7|>cWbY`_I38zaOQL3y4EhzNU+ZSra$1q`f3A@PSjF8 zV;2JoESY?5*W&kUo2A&+1qBYQk29(~GB7G#B7({QbGFiSb_Kkg6btoKK+7@~%q7a+ ze=G6p50_G+@lW#X#Ocz^yN*{ojoUhCoJ@ zw^jRY*H0rCS3cx9yY46-d3zVT*kxUz)jYxpNH0U1p_Qa~*cK9fqcAL~iw(RN-so{8 z?{RdUva)5N7cQ?w5ZJ2J;PeqXYWseb_wvt>WY9;mnMR)AGmE^3Jd}DAysJ1Y*^C}Z zOhm>wU44RIRJenq)a*h-bwW3CQ*Daj^#2zy9 zQlpQfCmhQMevO3Ki?eTxI<^8Ep>N{&h6K~4mfve+LTU-TbZg|xhZ;q)QVO1@B4@M( zwl^bNLx3pondI~@OqT@kR{bJttw|IuddiOG$sE5U;Gh{G`d)pcorEK^+-9x>9S4}8 zYRyN!ZRbdV!}^hk@oUu zM!;~8o~q*G00WFiPQ4idB3#m=kDvB9mH~5q;o!w_$t?nG(=PZqHp2whH#$qlMtA># zw3JIiT+e_5XsB`8fOlgzUj+FU@)TxTzWfUaM?3mg{p2HVc?IA0R%B~L!SfVuC!N|# z#D*XHrRL$7Zu*z}^bdW|Ms9gZ9EwGTxbo9q?2ROVra9B33_za{F_ zIvmkW2fk5WGr~)b^6w+&okPjgFlFR`)fkNNiZm$mST6;{X`ZCDnxg|6>7HIZ+pIPp z-=q}sZSR;(sSGG$K9#ecnrTC2rllzABKlCZAqGOcPsuB2QVeXdYn?50IUfsi)(#Qa z%ypo&dERK-WYZ2bMj4b@t&|Rki2f&VkIw%B*CZhS1%?eMhB4_`PXWgOAPe>XgPkP* zgBd-j|9_C5`_+GkQT?Cb{|h0U0i^>Oz$79K&?7z)0`})225h`fDMT;S(*=MtC8@Pw zj0Wh!f3$e-)&J-vrTYJ)CI25ib{3V-_u7MJo7v_gCK=RvYQtf)q73Zm!^#G>Xa_Pn zP!O7SmH%oze{C23S8FlelG%s)(}q$QfZyynbJqG|*Rt|H{mS2j{O`EwvdzkWVxn4$ zxT2;$)KnWvY5+bLwFhje{@O+*jaXL9&Tmu}HQ|+f(*-+Yqls`^C_5}$q;zo`P_sV# zY%^N6-#5FpBq9AMTzdU2QvIFI^3~!tL^A_KMYcU1xO!~Pz3ErTK*GcvaeWGxf0bz! z$UbBQiT<@ zqP_xaxMTskJRcErViuTa{{abpsBQx{u{?HMm8NoE!74=%zhkw~tB2VhzHuTpPR%s6 zSdvxd2Z53sC$ETmKGpc-zNf(oF8PpAMHiHX#gO@aVY@(!bc!i{?tv9A(aV;J&{G^M zfd}dM7;5|4wrIDUnQz5uO_!IWpCkgF%)5ESsZ7bfIpAuq(gZUB>GXAuBZmmeM-)uS z-Z|h3FS`V@XVO0F>zG=Bt{(CUW*pM?>l}TPSS&w4_N0&VE=X!0G%-@Q-Pk47=qe4M zU6<231v1oFf!jCKqKk(}6Rgn-vC#9a_xK8B(TQ@n)c$fhwEAKk`F_6smR=hs08cuW znfCLPa510)9kS>*j6WSDx%dpN$Hsf>TVw#v_1ZWyn^Se+S6Ue-n4#mE-Hft{^1r+c zvbiw`Jk9mPZy9ksJ-fRFhsfVr62GiBYPtQ^+IuZrkLd3Rh>sY#EjtZ-e@;y(Ob^^_ zOWx(BBClhX1OicN960ZcI}yn7lwe5i?~pLQ)uuY%WBR(i(mRFlgBQ=g8fRBp^>n)= z;fMNLMN2j>&mOD>LEfA zW$BfbWfswC7UHB=^3?vU*Zj^sGyiX7A*-%je}K)n7+S+hk$2oQ?ca15Bwq2IzS^mC zc>C=Nc!)cgbD?xaM8r5W>_rP1t?(x*+LEqmX3C4I-7Wr)k>cT*ZIJlY>g|7xcTZXs z7cLFI@!el;HQsbRwt6;G1c%qT+a2F6-6z?Qqi*>)Q}*aBr|=11Q7bB?huqlp1#jkP z_xhIX7OEQxTw6-o86rTz@D=z(Bb6qJYS_!<(dOZD&t_46`XF@{!jJs>$C6WrdjtMx z(&z?{JDdFkqJQsvCk{nNIGYVmZc=q$5=W2{$kDJa9T3p0l=U$18h4B?mh#7VF1CRj z>qSgz^@+Q4f2GGBb8+pl&;hxVDyAhtX78sbQM$vvm< zZj{~9G~7!N5JYhKJNj`uAM#>r;oXmFN^CkH_wTe4izdl!A&56YbKmiMLJYd)w`at1 zf(tlZK^?d4B1nUu(v;?qxXArTa|`FwN(9bwN9l<Zvi}ea4xO!+ZGtle7A~uzBc{ox)XY^qxy&Vsds`Ay% zJZt%goOMqm-w=!Y(N@1C1CP5OVSTkv1_ zD>>73+E(8Uab>7Ow&?irFXXi$llDF=QXwWatYzKx*yiYfgyWK1&SSy=riA>$@V-)A zwwg|dC*9xWA~{b{h`jz`ZI5Bl=^qIye84)ndsMD8<`={4<9;t1GgbGYgULi zy{~lieTWVx!OJ)@oh^IyvS=MnuS_{O=P7>?PlJMoMYe;P(&X+I@y&ND|7e9qF*CWz z8|pgB4k>h9l74G+>hiPsv`@jeZGA)~4`j+ie;xcDa(`7y%~zG}a2Lz_+$^pam%LeJ?;kjXD_%zYuQwMkX>=&ICCImB0&-Sp1_VW*L{|?}a z@S&Y8b^fWE5C_?~mHw;fSlDRt6ehkAXB8l_`5QQQsuTMf@oW!g9dRe`E|n?E`fjGL z-t(rPNVNjrE2G$izUlAKOL%CkA{VibL!|U6m&6mM3nWcy+Zm!k!3lv8cJaq!3>a2? zMEDIxG}nKTPw(UydL<8boZXIq=j~s)#-ReD&c0F494037W|9O%x&J?S&nK$l&6d$1 zBKn;5`4Uuh?ug>GUqd7z=*I`_-$JBvEIO}w9YG=ZA16zO9!a z?5=5vc#Z0}TcZ+Qa}vRmjNDB39lt?m3p(4=_C#`46HQy|g5I|L1R;@6EA?AyA7Z;W zbQK@fgY*A59uVs8)-!QdvTNExDFpPnmf@xK78IU>RvIDXPljBhpB`-vT>3ovV-!n! z=GNIVDMWQ0lER2cj0XO`{L>+NOqPX##wltoi@$65I&OE*^DX;KQ-b_|v;_}r{4Vzw z0p#SOs^|TTxDzw+)`S#&kcHK7jTS&yfBr+ZSN6D8|YH|++G zm(tp_sf&*UrvXQ1!HHF(i<7Ky_x?sA>MfF{k92N3STv~an4yZE5?g_D>}^jJyq9rn z+_9%XWZMcQ+skO9QOg*;h3c-tWu9~{Gd?|DLM8D=Ww36Izo5PbT$K@Ps$UE^Z9~NL zKUoq80AJowxkk1oksK2pHf3@&!1Z}bX`?=_Eq;o1XV!us9oKS7?F+{*uT|{|+AI@P zvW8+!8pJI&p8$T$Ez6^fkWNJCCA3z%mFoF5W9J?hzMHdO`JkpfEtZ=g4qp>;Saas^ z+#DZ+<21s#%wM4Rgekra_+M(g7f#pflG}nnfa*xzUp5oH>md{{o+yN3nKg%4fnTb9h5j@e$K@5{Pj57Uj9r{KdNpYM5wi#GmhZ1JAnjog@+NF~gR6bC++;Y06?PE{uaGBhu*5KXH|!W<~^l zA(3p7!${RZh2W-5f6hQ@V*{6z#U`SVN&cA)M#@4*kIZ&ei^{!Je4yfY4qxqe4!d??r2?w#;7cutzn?J2qC^u4VhW@wk> z(WL4{vob!9=^v@J>BP4KzTO5OJ~Gl9Ca5|I>02fUY!n&~Qk5)rs7eQQO+%s8)b}@3 zm%obh^+7pp7TNmRyQwvkuCEN3wBGndD`;neAo`ISZ~Tx+#kGq?7(UqPmJWY-shdMq z8LZz-%9j1bEBQ{PI+Yg(uCWu$(q|&GiYd&G#Jb;Eo9_=eqP1oGc3fPeMOP z5owVaG~pH~r$m&JG*womojj3Ae@f`a^3~X!Ws@}0Xsr)w9JQ;f54()aA4rL)Co#&Z z3O*r*{zo)wcDlh7&Zp6&27!Z^x4?S?2$ z`?8zmZ2!R7oihS7VwQ^9w;<_sR-sYmXElTXVirnZKBMie7%}tNPhH&SW3i+7(f?p#1a-|HKrix6gr{4%gz^uUCYkrH*>h1 z^S|rwR_I)_B#r;z94CYNIK|MgXjq6MJ|OHUQHY>F{&w^7c9gQT=q+3$?yry(N~Y`S?{KJCWdX)yVA~vXhH2L%et1fAejN1SO2rG@7YC8@sjDSfEauD-6omh)136=`02Ttuoy$GMQqvm>G=a=4NY zCILaS*|NQlMo6pvJ7S|+<3A%hJVVM3S8^slLugjvH1u zlvNAhgT-^ae_qXZJWA#=|Aq+2S%NU?r(VP?O=wW&KN#vL7_cR4LIAZ3W-460{<76u zLr+$+HXh4)44HVTk_ng=KRD{L7_ikEIKq}PI1WRz+S80W-W?|?m<~mor&56t-|sj7 ze!_&)y*0pCnvATE2No)jHq4Gf1Q+1gM5QWcgEXv0q%a%5qYZS2WSoX5YGC+nedx(@ zp>Oz3GCi};d|GvOG)kgThXLc;+3N1=ms84WWDzt#YgmG(RyDG)XIMzwQP>|(g>YmO zbQd2!t67_UEb%}Ju{q7#3L9%aWw#;gtTOSB&bl}oB&1E6kZ}I_!=az8`?u$*T1k7g znt!y#@f3QQ21BRnN(G;d7-DSQ)e-uqV50ey$AL_?8rugMBfQ1H{@#3kpCVc$-5`a-7o83Zbwob3#B&`rc#o@sw>VSV|;8(oRYdaY(E?iq#d$)Wf7+4sUzkJ z<*Wv@zQqy13#LVUwYy>(Ej3jj&RXrf$8iYZZG=KTO{U(bQeHK&WJ284X&zslE>y&k zR6b1;$^Ws5-mtFUr|RPD$(De9B$fNm)7Q38=0THhq*@jqI4SXMdnCl7Zq_Kg#HWLQTriMvI;FaFzT-$HIKoR2>St+4 z!X-M?b%eaU%_OY3(hjryH1l&ZOFi<#vC}DGVkp|v&WOIOLIfBG^K>%O!hKEz7s&U~ zXVP33@dPsIs%pDr8XCN4I~mBP4K2Z*m2W;C6!Do1(4>cXtM|JA*|jdF#or?x!0wfA zI**E+aR*GFd_8}e0p2QxSmENAvT_dTICG^>OqhEp*V*BI%Ct!0;K|95&qC6vRX;w! z!|c-1iW=W$XHPaCjB8NLI#u@qU_&ebS7kpa?25|Q`Y(m~qjN zK^%C3%=Sd8(p!C7XhKB;gZ}8544~%jRT%V1^RD9=B-@@+k;>mOW5?5Q8@il~&%oe4 zc4p)p^4u!U^M-%gpx|_yTHY-7h7*R}!%yLv(oe+43?e(yPu0J2Brl?;hskFdIMZiO zh&upEiM(VeaC1>1{0J`AS-*Ztr41mij|D~aH{i8?JrEj%A8CgMYz8fJMm3L$Ul1c z3pcJcWMWcNJIkPziq*OnD~O1Ez1+5zqEjo&%)ud3ePVgDz#Ea2FkXtG zN4WEk;`5O2;He@9_Dn`Y~L}e;-0*Uaa1>XV)rHn9Ug1cfLzRoFb?NTdd*egzJ z{p@uz`F&2cm|;GvfJ1eLETldd{w%dCqjrEiik!Z8I917V5U`tlQ2hu)^Y57ci~fo1 z(yAl+uea#ZmMX6gl*#n(xTeov#JNP~G$3=**^iHMH!iTl1i!Tx+=^iZNorIJjD4;t zl}Gt2v|n_66)3y#m45I(?*$wk;q*Go{`7^&X3SEk3bVu}&QY1Pp7x&F#^B683^>9+^f08wG(u}RigdIG zea$;o7`KX(|M00>7v&PMQ?=2G5et!(Is|qE>S&3>AAVL!Sz`;1|7?m8jKVl?XC02nyM+wEx=R}Y& zUwn|vjfip~GdkPp6%T-yq-p`YcHs)(HK}%Hblb@boPU~e=8%Zf5{#vZ{dRs;K0Cv^ z5z6C`E&c zN|TLIsJ&9L9MG~=X6h>1yeZ~gD|=B)Y`G-E4`|<}^ZMi|Ym#+V=G{ET>f713ZD0m| za&dnJny2>PzKc-=x{86WuF{=-wltt?=Mm5q+kJ3t6SvZ~(n?_w74pIUv-#e_hw2WmmaR556%}l1BO)`;fTMy*tAu zOHw!E>h{WGBda3-Kf*W?^g`H>uSu8=r8jq~~L$NSuy8^>(s2HK3C-`4h>mQIN)UUp#jVG*1}UC7l>C~5ks zq6ytfBE;(-CNaoaPE>u0DUe|BJYn?_=jLZ^b<*_NEe3hRgmMKHt33^DsThRm{f2c8jR(z#E)^8f3vQm`xhNo zF_~s3^Mw9a;F1c_RcJ8lW9MHu+hE*Jg?Wdr(?XjsWXN2)+jsZ7XNnR`BbyEM$oU6Z z-B?4^5`?w^7gB(Af&XLsS!0d0Rt6i(^EmkISJE@avOIO9pjIT*F8&URwSRPp^l2|W zpUDy_HD~(WI3rx1BRWr7JDM6=FdjO>sy&iew1FRR%|2VYo%K_eH)}4R*VxGTCFqRo zZz3?I4rLvIt#}&IjO+tch&#)>3CHF_va~D*eS66X4f>><^Q+fT+s+x)$sx_sR)dXu z#l%X&JsdJqC|gdudW|J-hxuPO{!;>&vE+(b_`60;x!l)~vbgNv+Rb zpih5o;Er;3yuDx>zB0dkKfgt@6g#MYyg*|SxOZ#d!Wk=GMGn&MlPVqwUE^}m65P7u zUB>HiN00A}u1wmOkY5VXrxa7)s}S!O@F&r14sm20voSdwt17cvpRlX_)6iR6Ok!(w zHEQ=_+lN2nhzyebD^51kCF12=V1Io=Bb$oT;W}O3#V5y*>HZn|S#xiFRbp*AS zT1fuLk%c|eW9l~wcf~<-XhgcLazLkX9*##G{yuwQs_hr>UNV@#TKT2W&A{U?ujm=# zgC&Vcq2tN5_(2vzs%TN`;kki~$U(#IL*&+H&g?WtC$WlC2J_$!2RKdQDVOL0iqYC1;XJhrF4QVkqbxTM7zR>H5i z;U6HRtjdKwbx#^vm@nDLuc3x8k*mh(lq4%JK$V2qy>~K}&j0wdaM2(`u`8X6zt7)@mmn7% zQ)eN0(>38mH%b&nf~%bh*6sUFhn#~F+`E4 z(c?ZoPPNo-Sjx30{XR#j-079;Td1OLFy6ty>UA}N%m^;eAQ2|b49Lk5+@jp@VM*Yt z{<;1Tdg0k=@8e-+?i^VmPHbJ1QRKyINtwSnU=;YMcy2TZIVSCR`skBUFqzQWGba8Y z&7N&y3a-zWaCqGee$FPHoPiTZHjXMqa5U4Co0V0p|1|bwG4pW*q-XRry9lgZYE`!R zNBM$bt^Ouhxa?`X8fsRN>{O7XSDCKa=8=Qq=AOk2L2^%4$%Jcf@kKTp9_ew0Pw$Wx zIzJ*wPwrJtc(G08p4e5SZ3E9T_>h*w%*s-ywKAY#i(CHl`%EBjXTho4wzAZw6V2^o zEtDbsbJE|(v#_Ptrf7$0qyAsyuKnZ8NwJub>jDx@zmE97nPlIDJ+!wd4sYwHWHp!6 zIBs6D)tk*;tLr!Y#*EBW=gr?4R;jor<7OG2(}>vwa@w;e48VsR$Djr5Xt>;i4p?!ANxV$ ziwdvSr>s`tjf{!-LHLKw9N zVDbLPpNgV?c8Ly;axb}m;EgZ(#a@Px{op=Hh<#c)PRcBJ@=~~?QbZ=cvM{5m@NhND z6G~({Cb}_te$-mjABe{gyEPHpEzxx>OCNp2>CgduB|7Rj)&v?~OyKN*kiY>=Hp??M+|_9=^l`Rwvc1IhB_7OxTnDx9OO zj2Mhw)}84m|0Q5Tn9)#n=gj&MbyqICb_G@MG<0LTC9m4VA9Ni}(-i#XD)}11{Cp~O z%{_Pc-MH-CLv#)<6wYA&p-s-^6W+6^D0b=7D1);{n!agsL-}sDdo|BkyS3PcG4=-J zjAD+2vj-Ms|1|K^xVSLlglvxYNY&vK`V&4Hn?GNPhbCnksM?Dt%)@MDlxAxA1<}Wp}Fn?AUnn&D*Py?!um zf?mDNKoBI^=dsJUA=L1hkXx!e^ILc^e__^756z})-p|c8$;TP0jqq<_T`ARlQe^Y+ zSh*)9NRk)j=I!!-%%yA^Wk2w47egFz@n21!9NXbO$39y5&5F=g-MRD$J>>gx;ga!F zP!;>j^Mu%L{v55$+WkHAqK0aDK`3d4#*iabl*!Kd@CaY#J>KN>&+I1>9`83N)44PD zP=xx4-VI*0|7~lR|E(fI1GYDuBZ|hCdetBRwGvC#a>Hv{9hH=!#UM|uGKG_j_j5}b zQqMcQfJGS$*^K@E9XlM7ZYVh3KcmcK6879Zol5Vrj2^^!lz*IF@cnZQG`_z5tVB7M zE8r(cDol1K1#E!0JS?JSXj)B_T&W1jn|*xsu`AW5?>?;GD4#&k<|@q^Lqc?mV7ei} zc)##~lrOHR(;Ell&C?p?!c3m*;WCqMcRgB*_)?{q9E-ZRpZ$EX&dVz)T1@@MtIPI9 zTRqQ8bW_u734+PU??b0se_)8sF179mr+>cAjomxjalj#X?JfLPSYB=M$2l4GyXKrG ze$6_6aRKx6)v;Zv0)h`y>tj7*TMbG~VJfd0WNJ_!oTQ5<*t3z=u}kN^ZY|k z>b;gqRK1@|#nA9R+8?a&VL(xl)dW~MqcQy)t3NuO4sgZ!Pv|F;e`5m_CNO2ys^`~F zKl|`ta5$bR#&Q+jw(`nPCK!poy+#RfoC0~!8VROwT8V04Med_V(n{zK8tf?@Q9S;- zGW8~v!W#cybc%+WoLZV9=S_e3jW};V0Wj_86s?`V)xJY-;(yqDBJ2Ivzcu~rOP2M7 zduqu2YV@SKkn3FAi~i_Z41zIzPdS_xiV;8jMt}D>?54_{tJK}wY%sEnT^1eAKvo|j zDI>Ky=Ar?~|Gwl#-f1ss9*Wi=4Fleb<4Zr(^eboArNz`$KK~w&pakQkR;Q7Exa5Fj zuX)(XN|slNfP<;jxuhQ+ZI!b(Kg4un+l%2(c`1kPqxo&+dqqNV&AOeL+SUh}`jQcu z%VyAy0w@Vx?>JpPw=PJmOvz=zS)6q9Sg?xiOAp9+$QB&%2kWeZtI6c||1jC#$GB!{ z|Iw_~e^YSd0aT^f!h6G(Fs zJPb_fgh(;NiBTF&!y<3wQXQGRe6v0*2U5OVE?#Dq-6 zltQR_EQx&dM{MxO<CJz)UFuI zdDT|sVg(PekL^e7_<&KlfKRn@IN)vf=X*)W1;3p`FuZW6WScKnGsAdQs|f^2Qw#B} z)21l_hLmY-C&Mj;7REgfLd43r?^l;k=!zRehF{=BV+09#YOJkAWcIx=CA&<{Q)H0AfsHvVv{-@mGR5ob9P-Q{Y1Q&x|#9>4ujxN_+?-@`r^dTBN%t(LTB z0o>OEzM4CxL<*vn8;oRl65lRZM-OTq@({GWe-Zs9cbKR7A+Y@4&Gm0D@C&6#>4xMM zX(+fJ-n7BgW?)HQokt6~bc4iaE&2UZ6?hhk%osOFWB$5uy$3(S^e01M1jx8isV~sk zy-V>V?sS%13`LXSmgQQ&#_+Zq_*AG2*wxxyXKm19%#MmJ1ZLQIVM)e(^_={US2W zUV18?>XIT|@emUx;LkPB877D!P?8sZ?g?&{gmdO8TWvwm+@1H<&KL7+toXVLA( z_2iT=rMki~|0dCD4VO<2b5f*0$O&l@B-Eg2fo{H-LLal$D|o3;)xA{b8ZyMbRFyGF zNl)u*ca=w}t_1JDZXFbs;{Q5;IHDS>kQCjW5{gIXgHdAiDBk-K2Xyqg71h+-mHIot zJ9~?#h?qc`(E~}b3v+Dq-}%0FP}O$!u4PRLnkRR5vEh_1WXo<9^#4Re%dr+OxzF13 z598RWESfc9x<8sg1aFC9&=`6^<@6X43xtZtp(QhNbNf$&2q^P?H^!*3f6&BO$jkn9 z>8uiYWGm;m%BC-Z+M>PHD>+RP0O%#o_J+f_HSYko>_ECVSvGTj7#N0YH;-l;v|M(j zM#(?e%@8SgOtvH4B`^@7f;0^K7b8*XAE-itUpgPxFxG51)JqYhJPSeORJv{uDqrIT?xMYx|oF-7}3Gt$lY`Z95c85mny74zAP z4cykg*q9gJY@Zr2T;F%%!Rnk=VV98-aS7qYdV*eDr@lX+ z<~C&7p3?t-3Ti%l`KI-YBtQF=Kxx=Z845AbPclW(QC2j(6c}|SNAm8I2^l)hXu(jy zzFPb(FkuQzE+m@njYbT|@bbD5o=nJ?*z%Y{Lxup=tNP#?E_73%qK9G*M4SrX+~8*_ zp`%3R9Q}L;peaqO(eQ4T60ZJwe&Erd0Q5;o)gU!!7?BE&-b19-Y<^F4Q9k@WWvZQ( zD27h&#Ra1XxEsKn(zgP=8GUAGDWD%BO)b8o4>vqHb*DD8OcdBCiZndYEBq>M5CZ0E z#hTSNn4luyg6aDcd<9Hs?C#fnKEw&m_3N-v1~?Mo55fD8mFV0VD+T=89I(fOSdTyA zMBnqz8ok=(@^O@&S8D;Y)T5OkGv9pZ0l1zo>U0yr^nHD^z|n%uTj%*BvTAW!_mdZS z$6h=VJx^lbF=?r|MAww(Mku?hxSjtN$=J3S5scgNk~>AVqKzhcAc$X)Rtfm0&t5#Q zoqlc?@);BJYW>Ms;IAZ?5HZ#n^r+;F)T6R5`(D%SGju(4!?ini)61UzP#RfC4Az+w zsC(}_FD3S2_oyohi{^9sL~x&BPRXykHVrl949mEA72nbCLmype$eVsvv}xH(m0@zf ztXtna3*<_qHMMy`P;|Eb=x?B_3^t+@60en8^82oBk@nvFkb4$fXo!ulqAA7AjhMS@ zJG}f;WA>mca3_cu*qOzU(xp{AW~nOA_NqmP`I+EiX|&V$SD5az7-2bPntiNTs}|10 z@t{y9I*siooQZQmp_X(lkLk4%P*}`&QNAZu{>Csq(RkO-`FhKwoQXSrP++K}$MailrQOH>(?J+;5dw_{>Y)5!hB4 zE(Y%WLlCZF$l3+)M2L=Z#EtAtlB*iBtF z3_X>4gV-MNueq>-SA1b_T4;Y$B?U3my-F~0!Tuu4M^rTRRC9aRY|0F1(~Tk8ynTWcF%x9TOJK#j zlji#)!Nu)5>T=?}Ig|Voi+-Tb6m}CQnHZE8Vm3a(^e>4RLkwfKm@a7Ah#}B>plae) zb)eZV(*N?7A_PLPC@Dq(&fWWWeka;HS-$^0Lj>p6c#DXu@(-zZ01^{*WnPqI#nZ^$ z`*!vZc_Pv~7~md2sc5SX|L zt-o)i8t>d5$I<52!Z_4lapnw2)bl*pWE5wyzE8s=5EttxDZ zU{m5Z|9C#iN6&;2-!$HMiD#RSflm|#bewlbz!9Hu#57e>j6^^8Fg}xZ(big>B6#*j zK6-?7QoG>`G};l6N(;a$L;wNnGigF?t%>s5#UQxv&E4D0uDrU5*}IMU8*22nq^6G9 zyT;SmyFj?^xSiIeDTm=rN4fFmjA`)V_9wE6cQQ3k9w~l4)r0FwfDK|ouTSquIDe-0 z%hmnV9#k!~(?#a|Q}A@|T3lyjl5E3`A?dnaMbZGZeKCYN1h% znqbKL@wzn3G?3zo1niH!7113v><_(gsEdFsYt%Q5l^fzm^A1%FJ(D&_Khd5Tt0h*N z0^{sY)&)1|hDxvPS}O^9Y$QC4V9*|P=Fezrc#n=|2ql8u>=Rw!6&0k@zT~(9p_5CZkurN1-yj2!_F>IfUo4Qr__^KkG5adRVJ3Fgf+1 z=;UK*!iJ?L9j}!Gim2MKTQ?oUT_W2Ps)NN43h zIYS>*rQE?-_penk3A8BM)(0sIUbRd;3}t!H>fA-xqOsC}wx+Ucu&FEVZS37zR5->yu z(O`h5Dk>f8$C$BA{ci|JqfR|A=2sS?Ddf4haadG` zuSl?q>p|yRBu|RI=s#%te~`;Rjom;^?f^v4nifh(%Ch~0Ha~nUDoOQI+N;=cVuyN0 zv(ZhRC;_TS0sYv8LYaDbR1-8714&HdO~FmF?X1C+yqSG&J%NSX@ZQQ!HqDktI)vzW zygXIyTU4>qc^r)@ST1|3`NIKR)|iGJ>DYsgp+uY&@t8YtYcC$$rio$X-44^7qt#^A zhvSRzS~ zp@PSQ#jzL45Ntt1v9GLx$vHDc9eb>br)%| z%rC@ybaY9tqvXB~E zeSI1U591qyHa==?4fQkpe%a-SaHIsJ1|56Ox0;_fH5yWYj%^}X&A_7@328>hF4N({ zj!6L{5WEm6Ffp>lLWQ{7?)#!P-g}sCb!vDalkoD1YAB0t^;fKAk5VGta)=lh*l(Ct zaZC9mcqwhbdFCgOU7Hn0WMnn&SlY7Q=^q^|E~s~-)ph)s;y7R7eC>T9)l#HKMoBv} zziRRc_L<&|Sz`FJLRDO=1hh6Rq%AY;l~}e+512TZR#$>SnAZ8n-$oT#;{Dqhw@=jm zpJuH{5BG9ug*)2%@Y&Epe_5u0+?jsczxzsxcqZDr=Snga3CUuZU_}lPB#p4Uu+i|f z+&V~(c9SZjWXY$dtxnMs33Ojr2$bixaDMw^^f$4YYr)M!##p1;25KSjT*)?zmRL_2 zRs8mWd4701ll1QAzHnz1A-ItCub6DzVevO2{-NYdUr)k+IiwV}gJmkUEdzAkv@|WB zlYG>O74R|?L-*;o`#YY8k)caDZJ**4LLz>N6YaC}RrSjxr*rqA^`lr5rn0YwotqDS zfI&^NnoeKfb>Q81R2q`*%%q|fHBK^Za`fh3B6pwOs~oCuUNk3tQk?|5?E3}USuKxf zDYcIkUz!Ky;i3b7bHc)};xJF}CU^e14&F7}eKzS! zkKM^Fy_H*2O*3+RM9O6=j9lnb}F!rN`aXOh& z_Vj3{=q>S{LLD)czkKVfbq1dF7|8T$WiQrT59V(0FdW7ysUk}O|0A?jvox#%XsR>C zR#FUOpXR>&N9U>TBz$nOW(!kFqd}OtmQHwIkuG6P8tWA)XC$S*AD9ZjOGY}=xlwbI-z zszID=+L*-ba+G;#8pvIG)Z!{>o0qBT&VeGr;AvHkY+7U=M;94Tn519K;MxwzHX3b} zuufP+0^^sJ?97nyr;0RT|hsZEnMhJV4sL)ab}pCg_*`x35vh=;n|>`273uwtXT;z|Lww`1GTmI|2q&2Z?3$uNRZ?tSXw_ znUu=oAN{<}vHROPDC;Jq0zp#@DTpsp4KiS-Qd_meV13GDrT)adaNjd#%7LUGpF}>$1}u5L;L>Z^|N_wt(= zs_4paeEWE;q93^x*7ADLaDI6|jq1TEh)2uRtHXSSejY+>GAcdi(W5}~ED4_L*)rjE zQ?lsFG2-(rn_-@#E9uM+Jc8}tRm8#goV7kt7QDDzGkO|XBJf`Jcu5@~$rStqljx_m z21*2OM#gZL3b&ZjfD}HM`JzK+AP2mP#%`x0hfQeU%Ra2x2Hr8p1k30FuYtbg|0u0p zw>s+xswy5^ulNUvGXYpOzHW8dvE`z5aXfM1&KGF0TUUnRyM-Z=E?M0?t&Jt-iIqK& zr$7FhGb~3WOtn}YwIPrKRm+Cjf7FId9a{`;NazUCn@=btQz(WlmrA3a1cYnYY8bMS zBSLVitxlfEX2a~$wIK)&j}(|1fK#*~L&k0?u(tqC0I8n?Nq1`7D4 z0i#_hZnHo8T)g|`}6P-+k?4IE=Y=roic zD+}f#mlgXg93e;*S*1gHI2BBlSdfbnIKh9?+28-|-*D>JzE=(u zoYb#!#)w2y)v~t~lyZq|b2$K&qU$A@LSdme{3c^`ebpAb%QNM2BDyHT$E7!d1CS z{$!M*))|lWjiYZCXNb*&6E8sPR!al4K^>+X=}uD?XP}K(20nsy+EZAEJmb`k50YWl zw5+XTH&xiXU>7{+sil+e)=vNzN`8*rY1_&qQu=|`!&SZ=>sy(_NNL39Hb&6wRcc?Z z2BCe(bF69II&BcuX>{8{5B!<2lJ!WbDLxjqfa8K;IacgtrM@BX{S2la7vN7nJ{leM>z=_P3E<3<%U{56pkqDSFcXjM^POETG9~Qw! zR80F;>tLOhwlCy`XFoR5$$!<#I@o@QLH!)jm;Wk`Ed=qDNO-6}P`t9l-CQ3Qqz)4}b$&=W+83j*os343^6eMr!(a71ja;odZ6XSfN?Kx2 zfoBS1p;(9O(5;Sveo4q={<6EOQt{&a7Yoit2sCN2XLEmPpGdf7S6a{&Y0tsAUx?HKbf85%+61HthqE3y;9W$w6=2+ zq8t5BNetV2sW8yrMs_3#P>I7C@$rwsE%)Yf%?3nbq^3v zWap?tP(f^+#SXDLbzRJ_&AdBri`ZT_?_OhCjy#2^ND9uD^VT@y!yU;?RhUQXKs}K_ z_B7{nQsEOPbiM+>ZN6!D0EXLgT17!N<@zbRp(oFUI(}44sNw%d*jom~v20z#2|D=T z4ub@DcM0z9!QB$vCAeE~cZc8_+}(l)2oO9-@Zeu_?zzu>|9$^f@7h%@RnuLwYt`D+ z*Y52{IV$c-h+kWKCTlqlXYsC=kAT>{O?%r&ZVQQS_IvtCg`S}zDXi-e*+V9FC*)+o z>exVXf>;F>J2@|L)*~94FPqCS&ItlaVw5^A>Z3SXf)xfr6^aQkrQF)#$DT)8l#i4G zOzZEv`t{cFux1>>gG0)Me{ux_YXSMJ2q84WXVpIf`{-ipYr!j*^ZgZS+Jh=MION_r z_vW*-Ia@SHNC|>Uf;squ>;&fMv!Yf526zkCy=|JhVs0( zMrIIi!eTyc$r)scq~MsQkT~`Eks8;WM+ujbuN!%Lqc?4AR3kIC&#fmb4PfxMoom7U+J zVI=QYNNF6i-@Ok|ag97~J35rKdp$U}iyU)aIFkq>M?lrAdsn}oaoy1Vw~E}6(UaXt z@GENMJD#6|DI>Y`zZcW&P$*~KeUix0upKB)3pKT{i#T$Ym?ePsMpzuwgz_d)>>g+2 zwn9X#3VQ?;Nu7*h4k`Bb(d*@s@ovOJ*wK+zxG) zS8AP?wu0n6na#B45ovG%-AAkjMyLHXpq>Vrf-hFn{)boSXrFAKz`I{nm}eClRA(18 z=A80L(vc?8sI%BUfzNVY1sw28o8bq!>l9xADY-*dq`4kIkf;751`{h*XIDA@AIM&J z96rYWi5OU6jvc6{aI#!%y9B#$i!<<(yIW-Qqd8Ke{?E)rkVgMs51xNLxE-k#`~OqX z8Pk26<$va>zW%KU!;x;4c?{j9kNaJzX2fR&Vx~IF06W|G2GKG1*1# zE}6{_w2Yl)kicI!m7Up|h$vVylC82oC9xK9^5XW7FB9N<+3}Art|N8wrT#y@QLTw| z$zT8L`|iDv_~{j&JK&qux+AuuSmV4;ema0iMoRAPmCX;-(+vCzZu|awtu37YJo!i1 zNVdU0CpjDcPesM;sUl94f1Ig-XLNH;=2W`W=8WOKZAPl~5Zy7Ao!E*A|IoT>vEzE0 zHISVa?cO$CHj%xj9q)_zQ!1-HdfPg6{osug2;_%-#O?*>MDW=T>OCoy8RXmB5poFL zQrXf0{)o*RHUv;8*D=@q+Y!4rUtnMg39ktSp-15$;Nwq5v+<_mvuGj(Z^JRc(T?*j zSI7f|ubbpqqG#ornRBpH% zI({hIevx2njzX`woy*xdSMCU1&kgf$%nF8lw z*ON=fvRqx!ihv)j1`cj&?p4ozGdt`0>w^9yIO~%u+VOf>k^NP;J-Q?5r$Qddn0}Ic zP&hk+M~-5Nmn(YZAC@hJ8_W(E6t05>rQOwVtRtdzQr9^u&xGOCDJR;G+*H?nge1DE zqCOJLOEnn!M)>GVYt8U*^`D=14f1>GE6?Q7W;`6}brxt5ex>64Fnf7{v*MJbLk@!W zMUG)yVl;K=6Z!exbli1JUZTI*3aaLlhH(lpRH^{6*ZhVY`v8-Fv?!jk{%N(b_H~>n z#u7rXbjo#$tmXqx$nvemLf3+EEu*qpc7C5#E!?4R*8Ah(c|EB%DQu0?RQGLeUIO#y zlHL~|7T9&Z1N4V7+DVme_s!p8PAtN-bkFA(8+F}h*nh-^(v;|F44M#q{7*#W7<5Tb zrFJH(ykTYZ>F9VantW2xMyS+gSOqg^$682z5Oo`yeoQa0csx1B9}FAM_-U;A=(pd( z!;Sl8!JTN8OzMP*_K^;YK4|<5G)O(!y-iHBCTTQG=N(t$`IGQxT==}mK;@I}itrs& z;P`E+OMZX; z>>fkq3*~hjdyt70yU1RJ324rPr<^*}8qWeBnii2L0U#!)H)M?Lg~I+~{>2Pb~%p;g!-*W#iQKJyM5M;u zeD}70+4@kvRr|x0mzJiVFkE(XXK<9(dCRx@9&Q;qJ18ZM(x%6#8M#uoM!_M6S(6 z!&Dy@aBRk>8M`_0%jJ%nBIcLp#*gNt^-U@jiiT1QG*cyyoWAJU*d3xAeZc^-0p?`1 zUwM(I?*;L$dzO?i308U{P;dq@O0hPr6{kA81-ZbuwGGcZr5Y@v1Nf%(f7lJct#jji zCh@U7&o^nSf@}ZaG#4I;l14VTNWH|Vl98lcpMkvafb0`i&XPtw3t0lvgCr~+ay7|x zT5GR7HBGY!`9oK5QbJzi2u8BGAcbfHboR$wIrWt5XqXsOm-fHL{?jMvM1K)r%qb7{ zS{ldX_+7y+Kk_O`x&8_Sl>OwQTIV`AZE4hUq+iNIRZU4$EE`JI)JzFVGM{^keOLbo z#|KaikE4`ZK*;NWgqh-Or&)yqskC~1O@D7Eg@C<% z3_i8Pf`ddLmN{V2s(QH@Vr0vm0U31hJD)k?=&7OE)14ONfFf+~V##E4^APW!U2AW} zmeA8LPEgfqp-1_J@CYEO^Nk64*2%uMF1u?l5FUIW62c`= zN@*w!lO!-wviXoqEp=!0C9D4}CK=b|n%z#^2D#*LYV@b zX^F^A0nJbmazuT$LCqW|l85+$!4(Wzw~MvZKsUc`ugA@N>AJ+>quVI43W9yUqUAB? z%7S~lFHSs*WMM;J+*4TNqx;fPc{wsVblgBfxX`Rw&#piBy}>TuHWSZrKW>nU%sd5l z%t^jf-#!%9$;@y2#9%#md`!|0WWsadIA&h!5XK7(=2Tpgu1nbWy7K|9S_hSu>*52w zDTFoz8d=qDr>*c9?9vU%!65YXONPCB_P9U^QW`RB_4a=w>W+Lf_TB&dDQ!GA>l>Bn z2UhpapSxf8Z*l*K4fntF!9EtUeu)Vn9UPR(`N^?1`6*0;QQh77S9si&)ZzzbHnUt7 zfx=r z)4xR-6BRdu|Kxs-h9|AL1??i)Y#7v?Ti5!BM1Y%rH|f2kj?|1s)}Z{A;h^x!Ry^?t zZHrl0dvMSAPh2>sF$&`}*Vk{ongN1X%2R+i*CB6R*uKTJ-JIZ~k(`soi{K+P+!xj5 z_^iVdtxctUlP|)XTk;C3l0ctN8h?B+XbksQow5 z2eB_EXw$TojJVc%|6*!J+(X)b@je6hPximSEQVr?J4T`cH8p<+1E2jUB`*`MZ5IRI zx#|L8_ZuAVo)h{Y@Neh`T-zQ7uXEBFVU!CO)26he0?;x8uJwlxJqgmGmtgxbnSJ~gHOr!o>r`CERYi&SQv}L`?XSHkEZpm3rwxpU>!l$g~wA6}!c>Q~^Y4`B*R&*~u;20GW7V!Daa6;;D^pT@C_4uHJu6NMsfOsbK+m$Bs zS9Liyu(E*^90oDK4Eg-GoekiH^i4!2QrC)H!c!8@6UbNd_(4^2_>0W-R`;$&veVRR zUZRhlY%Uso9OT8)uDL@l3ewAN!?sj0n%!fMNB!u!reC% z9UH#E*m@s0E5Oy!%$f?_&7KzFOIt|Op{~Bv3~*toWNlE?C9j48DwN+P+mHbK=0*ol)s{inX0OJ*L@+(~k)k2e?7Z8#>HCpVQ zkahM@f29TSrRi9s0y>i4f^^{7=@kqC%}IBb-$oX@=nQngMG;R_afC~lztW0=(mBiQ z)nS3#c}1@OBJ5#@qOq#V*V?wq_;rXy0Xk1?4R8xJ6(Vi`V?dLjKacIVF0lx38oZ#f zDqFWV#umj1K(znsG0;o0V(97?`mPqci){n;4W5QBQ%}Lu|X2svYgSWp3KL;eX`{dr7$XIK95fa81UFwD8Utdv60CmO+K6PU;ZX zD#a!+u3Fdi{Nxr6|GO4CT2 z$PLhj2gkZBQ-@(!0>kQ~T4oS(v*p(OofKpiY-W{gQ-Ipndl_fx?v|w=%eGt?(y*U9 z=}0hvZiZ?!f7x31>p>&pQ*|Bi0Bi83a{Zen`v!wkIfU_j_g`m-1LYNw3RCU zeh}V5qf}$;$vsst{b_sLL+hKjkWMhP@QodDvSQ({&~H3D0Dnv6kmHCf6>%dw!_SfB zNf@ny6i3B1etEk!u3C>L<9UUE*wNo{ZTPgBzQI~*ZMeD1yUr41IWPR{0Q9gdeFF=v zc$$3INO5G!zJiMiy635WMh|l@Qm)HCMuHdrQOQ=33nU;rSca?1JXBD4TPAjxE=zDYYdltG>uVF?)_W-}QWKkn#1SmP} zqiP7la{^7j7O+~r_@zVtUJdhFx{XZ}rrjew!v6wX_JI=OJ-l9MD4k*_#gS6vJv@J? z{I2?M&_iOM&?0|YIn)B5Q=1GKEU?%TXJk3#!6Qd$ffN<(#f-DAnmtZKkd28V%%r7mOQh z@ksu1cTk1pXN?zFnfelI4a&jtj@Q^laqKCNR}^`eRw)+F5l2VXPLbT&A_XW z>F6g9V|;IaN~JqM$goWrT^7Xqp-DPSl#38%`s|X@mnGa4&n#Z_&!c1{9KN})WTFz| z`iO?V$8GNQ3ixyI-b>M}J(PFZGeUoEd7{WSF=!B|-Iu50Wt=TyOKq*#BFigA9ZH z`=65DXb~!CQS?7*XbV+ZEWggPeS8w6bHe_-@OIVElh2U%;^d>V(=~L}7)eG^>cK?p zcoGR~?{H`bo1#p%_mWgtMm2&OjiSJX5nmSEgCuwkW@m`)3cZ@cIf)EoIXPV53CnW= zI0gvzwZ*<*^OutZn2A+6#&S|(*QFlej~qH^T3WuNq~-fv!C&b-(|;%&x(;-|HOOm9 z6s`1SSv{STFfiwz0xpfojE1*>&}xT+VzQ3m5;_GK)r;q8xVG>JUz+31mUhs0e?Sm9 zgRySt;I9dB9V09LX2aHBr>b<0O$Cd^P^3kFDt6vtoh8%Jqw!JsT!0dawoiudrY@*w zHqW?S2K~{*xXD;4Id>SIp)zxT=W*MNN{_BdQtU4$YBx{%Xo_t0tiu9(te4ENR`H@$ zxYv*h^Wl8i{C#_g$IDx%bZKb;VWo$#HI1kSr@w>fD$N?R1SnfeKs(_yKWz9Q1bsD* z|JWB?MCSX?$ni-P(X=1J#BEa=JV84w;Cl`=ST-R32=_kMB0_}Vi&fOTGmp8C|55GO z5alZQHIX9z&s@H$de(?$X~8hHg6mS$N;~-iM%C%9B&(a)bfAVC2}SAzLa<=u%4rWVEGzg5zk$jlp~(~~VcNt1O5RVBy&{#89a zDw|l1N7Wu0PKB4O{4aFU0)&}EU3%Drx{}!V0Fmh;=#=yG;-py(plf2!Hh;;{7FM#^ zauNOP9Zpr11hkaxc)Ef@(2JwLj#Z&(O>t`Dsf--};@S?o9{{tt&A;X}9a>Q*4T~7K z*KcuBN-NOv+SMxsxp6=vy=kkY1&*D*_#NO(%-z{L5owJ;O4lHnt+Q`#F=+Q05K!(X z_{`E^!qpQtR>k^1=tl@xx3%8`&iB@@(lzkKYz-d;IHF{uAH(3P7HV;PAk6+?h?`LpY{ z#b`emHarjs(Q$XXzOCeK%eNtWRjO&Gss3v)q2AB9T?s(AQW?4oMf)sD2VEKrCfYb4 z!)fTs4UZB5n3`~)I)%+A@eeR2$S^C|{D7wM1S&B4W)Njw?F_5IZhyu_;`J8bs%{&s z&_|3R($!?m2pu(K60iEo4SQhV%l@jbtfR(Y;cLhm0nD%JK$B|3_zwK9-R;^{y1MGc z_X@M?N=K^dUai|5CR&8GCaypazFW^AZy5S#23D_O-{U3hghgGi@^DFJD0n2^eC|e0 zcw=mM)K6vDNgn@z0WV;nFeSZNt2F#vdFHTFsnD4F*+CMj)R*tZP!Rf@FMcN)CicPQ zxZ4Zv!prJsxBJf!Q>jFa*-N_0yHhV$p{(_OlVBz>|AZSYM%JcdC`1z~dA-sP20hiDBER2w6!QX$qXO>(} z0rogl{S9#RRy2x%6T5Z;s!q6to}lq*kjM;OrS|zF`H#C`N_>QLN_EOoXawMW-`d93WS#|eJ#&d#PRzSSWjiD9)GYI%QA{*fP{2qE&3h0r% zXhXVhZj{moD+fp*n=gzd&>dolGYzx2;CV{D6MNrknLm#NxrSE>j19kiJpJ-{W2rvv zK`htvIfvKRKLbqmtA%XxSX3d3AfGl+#b9-;X`R;+Ib-WR8z?*d9YImQ=oiPCgcU#p z_%BP8FmlCy^_)$ZR|)eaEKD+bv*BcE!;k!&!|y(CMU8_`wBkhgR6R2}-%L@s+jV=v z)Duq0*Vb&W2r}K*w=^j5Nt*cx z9mmL}EqE{0X+`Bg`~w$RplR9Y8f41RlLiBg#(2`=_1W=Np%Q|dO%SQpeN0V{M#PB2 z#CB+-OfotKO&t{yCErevBvpUW(`&M|ZSK!W6KA#?fJD?cIR5NaDG)vvLrdHyc2dbl z?5n{6bA|+}4_no8RfGl;1m42J+(AE706m4ukHb(W_RnKWoRVxa(lK!e=#a-g9tC+rS0F$~*}j9J2Zm3Rop1Cqp0M&$tO?#HrY9PEjRysadPoKuw-UF3~BhQ}5K$ z16BoG`KZS6EJezuj3N+S-OWUz*&*syd0)S-6644B;)A_r3{1$5PDef?PkmM{@5Mk; zxjlN**Me8UslA<4vF;d!?-P}uy7R8<{48|tgFzyX1F9oKvKCrF zW*H)$5T5x?jr83qH{Cf7?$P@FobqcMAhm`Oie{J$i+FOztPu*eEhJy)R<2s>(rgd@ zH9f6D3)k71R==50J|6JRylT_1>CB+K9A($8q4vd4$+ZYF*bhmjI4mr?ZxpS$%os_y z(orX|pZT4-q(QLNdbH7b?sT^C+(_wU^uvuPLAr2j+rdL;7eZtLb?wf0O^WQ~q4Q2r z0I^Bw$es8)_w%26*(?vNW$NTO5x1bIKiNzpeNJUqeJoVes>->;w|nQ1GU?}lbhy{Iut^5arU_!J z3r3BExiO`RRQheO)aH{=J`S$&Uwcfgh-5Y`mdB;hW7!Y8%?P| z39gVQoSbo?61l8$rQC(94q_t6l~v8=+go^B=DBL=4pHPFlh# zIyqyEd@>73MgoW08**X-x-c&>muxJRKaHV({YX*JL$DzT+sgR!1XT&Z{?NH>mch`Cig6-ds|kH|(a+=`5l#&?;m*q&*NykK zfjO$|Wz~*19TllSQL5akt;ZS)yH9$^CNQeK>a)DhvO%}@<)14it%HS z4Py+2-Kq0uRlS89XYxr=YU;J-Ai`Ab6Ajb&p7*SYpj2j3oa~J&2klf&(75IGK6R+A zE`usnI=^tMf30I_L;ApKu2zfRWci$-;FW@+*NI6h&iTKH>NoZ zcSCcPy#j3I-B7TEeT)~WKvur0|7h}kyQDbmFT4mL8#s_5f$a|IT#G}1vTlLHu@ zS50tH{v@u-L6fmLj^?x1&eA$BMhE^ZSGiIu&%K`?Ir*oUW^04c@HRE?=L_=DUi-rD^(^)ZC!s^va6xxy0p?c?zZ%dr{h#$8|H7D*h#HYC9sjim9?azy zixvn~z!SMO-39V-PMbnf2j(-Zv8+9F?RFB=v>JXNCtUxs|ML#cNmjmMWrn55*J+D? zw#fc77bh~stD@7@XtD8uC$PTKqcGnbN_O!o<^=1?ft)kU0)nP1D>1GW2vr1bD$5#g z;|TX3VJ$P5t1u8)ABotK8LmeoxX)sY9 zz+;V^iCky3%W9-Ojc2fG{K8;^W?v6o5v|E=`xg2-_74s}dQdT|@^8?mT1?iRZdljY z8Fk+8ECVv8d8@h^zxK#OlZQl#n>hLy#gW;gdPhjDI#qF5J9f*2y|>{eh3dtecApNWFcfHh0HIvLI?V0(@rvtdRl=Upekob<-HlJ`?=XnsFEPhso?R;gz66 zBGT>9k-~nY<1ITh9(wK3yFrrb9ugw0KQazw@;0zHEY0vlx(s_AKMJ#8XEO9wO#SWap$`p-W1E`H(&|;?GV#vV`S)p zlg_W0M!*fm7>mSz!*zp-P7f2U{3^r(Y4)K#euOsNnP%v&gca$yR}{6u$nc2oWw}r!6C+ykTT@-tWt5;~fFRGZ zi6o%;uM4&fGG(;6E_N!%?%4!|VR*jUHUpuF=)S*mIuwFcr$U~|b`|w~{czO~NNzf&kKleJC zi+)&92v$MYf+N)lHoi!Rc}#GPrAOKxbDJfB<9Vfp1xvliD;UAL=s@|jE@rtX_VUpb&e^C18fYtn;)1jo9nq$5g*?*bPG$J* zQ(awAp9A^RPwYiBn&TZ6`S$@$&&vre5_Ola`hQS^DMj>=$x^cjup}6Evh4+Fuwlv0 z`(@&j^Kwu4hy8pJqS;0+vqZ4lvJz@Xjr_`UzgBB|2uDu(0UlP1sL`HjZhs;uFFsVQ z8RbXHN63YHplARL{}!Ofe7r(}p2Qcm2*&4PTK5`p8z)tXBwLREM0R0O#E5Q&;DTVM z->zel-SLhlcJ{+(aIs~3DhljWK@&fYN#?$+rR#H!$ipxOM;1hVAzewp$rm$ub0ziW z-8fpqp;Cy1da$J-LD~j3jvy2eR4yDz#VK*e7DQ9D*(nmo*K?T*lqXD$Rp!j|wKn$B z;=A~(0|zbod_Ol}c2}|Ye1)M9;&D?PGkRe@`E-boMz?t^N0GSuJLBQI7-@3ON~$K+ z_!8!A={^#jPy_R%d3*97ICDV(|fLruoyEhOEqxO=2ks3bFBm#27WVR>0*~SmL@J3g1i>d-SZ(!EQ2pTmme&qdzJm-*9J$^$y|q3?7kAtx;deNYN*`j9xsRomKc4ZKPQ|SS{*bec6#iN|G`cmWgy`2YVGxh8OxKrkAq^8^Sg!@e#uI|ejzC+h&039J(ro<9Q7;kT~~(jUlA zfEe$;-dUYM2EPAzS4RBToBk`;IS^L{+BUKne4^S=x44F~AYPM|g~ygP;O{HEHO&3rLm-BxYqsWI_PMuu_s@+fp8Y=LwDxf%qCD z&7+8WQDP*6{6!$HD~lpKO7JQ0{vu#|VwB*0Q3fbc{>Titz6%H-HA{9-5+EJsLBL8h zFTZKH$T?VPxl4^_hqNP)hArte^|MdzdAVq^Q;y%-U#+~6gb$`X_cJI;lWS7WGGtdp z`4b5%&WT-nz7?~|#ETefZGElU*ZwD6Ko6p^T_7M02C6^p6Ux9;5DSdxt(GuB_(+fy zOyFV#CrWUss8PP=zPD`}9J#-MvK^eOt4CSK%Efv{73aBQzu4|%%Gr`xQ-l&BiGE1J z*|J$@1R5cU7ywty1|y~kNYnthYBm`WM?fMMa<1w6tcJ?*2l!Wyi5w&NlY8Y+G~o8; zv{i5IS2ztroCzl4&h&;j7Gsdo^em;%I5a`muUlJha^&8v1e&smJ3pdbQ?2-wgVz1UsBDJL+% zEDG*R!n?+k%kFZj6*Rr(pk_NvrA-Y%rsS;scZe^ZOD(@5F-fa^R&M>Yjl4lHesRXT zKe|Xo>~w9S*A-&d75sFJe|v%(=kfG1eab464Fmr=O9mD2rrg|vY1v69f&x8f_FvI> zkO_bQf$DuzPi2PE=-dAny6jC2U*u^k;-BS@PAo;e*$nJB42;e-jcmE{*&Cv97W-7L zhM9h8z6W=MNV-ZNy`*Yqa?fx3r%~I(tTcj|VHrQOkH(F)T26KLb#%omZKA9*(ICQA zy65O9d~&&EqFU4Dx_C?ZCrdTfHL{WS!b~(HQ?*L1XtHAub#ASQqf|Q6b8?-gO(yP0 zt#DH1P2iWztGq6bRiZ-y3E`x*qT#FJ**%)&_Ib~canW||uO#1dh$HNJlUd+P7h5|# z%HM>tA{SM^W2)0*Hhx4X585E3QTaS6`#VLD&MIk7H>+WkcL2qW{Y9Y_V}Em=$Z(r$ zCgFvujIW$R8xBxrHNV775{45ts=dh$htWk336Xn1M_3758hx>`{ylvUPQ?53^EP@F_{_xT2 zx#mf0Ajdn>Z_BeAQYSWwWGAWnGFUnB_wMe?{byqSgbr*$Lm|9EGG8uP){iQFQyd_# z{DM6@VLET!`=U7{Z2yG9dP}~_K@FLJAmPUkq+y7WUlyk&WLRey6~k$C@1u-xo_}TG zX~Yd>Q}`P0IfdcDm{^r~=%2hPabSZDy(wH@m6}e34MESMJF-mvsgWzf0TpoN>vpGq zZ3*_pv{&RKC9od?<_^CC)G`aKTW)}N!44)5geJqyHm*@=#w%qblnitt@pNsw{^-a* z4lgbSUX5x$5dd{0HTi*qCDWTPAO|j2F_6an{H3#$-bRw+Hvgf}H5#5&1Z5G~Myu(GdD ze2ih!o{v}?3x`V8LMR0dfS3R**%h5R?8&HQNnq0>feBHmLO{Zdiod|4i8LwUmiNIQ z3yaO05w$dp%BRR(vAg0#^+kzck!pYYd2#kCRA$5BTvYH3gOZwMkdUdXbYH)3^j&=U zhmMq%^zIbGe31&LbKMO|5(x^d5sh2T{ITsLMMhuIjGqhMo_w8ha*;w^5rKV!-k#4s z@i{$>{^8m0J$Xe(Z$d|Jz=RQ7iBBma+9CL6cLvM zXdjM=6ru!{G7 z^5K6I$ZNPMZ*DD=~5SC8U={5_k+ z{ayJlIWZogb*Uw+y<^X@qJ8QyZPyq!rTc4ImXxq9hN4z(xWUZ(0O0k9335VAU=u_$ zK?mIvk(-zFTiF%J%hLUP2;81z*r6_fj1?7KbTZRyOo$qw<(kgz_f$^LeBEu>^)&&5 ziYD^c$A(9P^1Lu^5MtPdr-DFGqC)wsd)l60MToL8at!O`JH~)-@B3&xxjBZ2D9{Sf zLC8j8rV~E1B6g9)F8IU*rd><~Z|Vz_6@^$OhK{X=1|09Vb}-eS~k3A+uaCK6?!-x3&BYLINuzT3{0P-N4+}-NIsiVk&#&tC;VzCi=YJ4Y0dn z;7#NED1Ls(m^d!&!5bRtc~k$ML$ZSdZrcjTRylG+jyk=acC}M0?N&opJ@TO7e3)n% ze>`L}pq;UN?75=AOQ=gvB8QnN$o%b4RhE9x)Ovo!aO~r9H%_B}4C=`2O-<*<1D}5v z{&&U8Wdhfmgy!JHcYnf7=w}u%m{YBxKw@BZfm(f-x;Y3zKu>(Ey@(c={S4Cu`^S}F z<8RMt!@&cn_m#V*wo8{eO21}dgEiZSaqz!4l$w5bf$?e@#>uNxiUxk@jNvzJuLW}{ z%Vr2ko_gjJIf4Z=9>NfoFQkt4d!J-^NkrtK0umm}q7OZDAuBPqCt^VUlDl9keOc>L z-|%%|fRsO1oP@JFJd4NfcJDH?ZS2J^yuH0;0l0g%fI^1S>gH1NCY!G;{M3i+4k=_W zQ1^*oo1Z_3WF-!X^dSxt4bFltk2|E|7Y+V!dVR;T=z5~T8C^36z4vCHZXq2c*KZ;S zocYVy&b$akRF$yw{;FhlH+|)@O?q`pIXBi` zm>ZcQCO{mU$?HIYV*L9hswkiL-0;l2`Hot8BIRjOO@1*OMebNuQ8|?#D&|VPdE5|r zM3gOeyY9}lB%D0R41 z7TbnWgn$QQvKtaY`LuDtzA@qE>tU3~w-q7*{j_oU&oLB`=*2g7Mx@FeGL@U}(P*(4 z)VI{RJ50W^A4o$`*mLRl>8?)Nt^Ez6F3WGx*fO-3sG|Db4># z?DY}yJwWJgHQ!d3U6MeI8ab`tAY(o{N0>knRTLs#erO#AVuL}P^xmJAj!T3RQ#MBr z0^@(b7*1pg($<+jixKu0X>_U9DuoiT4KfNZ3|&(64oTDkgJPI}?ydjE2mp0a<3zxd# z!KaH6e-}b@up0`nx!iz);qhAK=DLFmm}$MVH^5|J82CJ>>1*}=(q0#nCBCCiw^E2> zW5SZN`j=2voRSOMAi6I(BPaK$KvnaR+OH`egYRX#&!$LKu19J+Q;rw=jgB9Nol1rD z2NI?}5?m|#Im~#UbYg=Xv{$*M{Y)1$ax;#ua)c_2d~kU~srUrv@T4snfmblMVD|*^+C|lm1!*tttP&aTJF|MP<_V_Rc*;<>`O|*q2x)3IoR2JOsabu5GEdJs1NXM}_$i z)YkOdUNGU$so@X*)(3~=xAR}Pw2pvZ|3kor*lMf@rb1Pa&A|O{PPl!QYd)B z;3abCSl8b3MH0eOC%pS_{3kpi8Y!3e`fhLIB}AfAsK-P!-^P!MSV5;Co8i2{M-Ijz z85NOy8$TstB@=*Lg!={oE^zXM3_5}%ezbJRDiUMHW{rHqw)asf)Q)gb39Ym(pL?b2 zB3151+qa?OSILc{oeMlm}=TvFuYd|d&I9p^h)6NQ_`!*Z`R!^f1s8xFti1+=^J9SfedZP)+ zXzMG!>HwNoBqL)R!^$|F_8V+UAmm{kZ4G-7dMZtd5dBk3GpDmL9eN zuGcR7*cui>lg0_M5Hp+Bd=nU`6J*52aU%fRb?8GFXcP)t;QtfbmLxdWCoz!jRE!{F zXAPD#*o5w@SO$UnS14pGRY$_Pc^FGk@#4d9=u|R=7*0b&(V<*F(c$0#HRC5NZ=U_H zJ?PQU)nr_bQ<2daNXS?|KoXnXye=F(E3jqI=Ycd6(*3MEG@2T%LOA3<`&tcu?@QX_Z@poT4o zAY3WS7{Z-U!zM&|+$pkUnp>s8K_&0jY$ad*T4zBCH;vx(9FaJtjXY$~4*&|OEDsoW zE?I~~L=JVLFGAuQhYv^01HF!@q)UtFjuU{7p+n?7&YerrKh@=C%-YdBv5mFlm7dg4Ece9u?ysn~3j#0_r}M1{zY7Bupwxugs`ex@tT zl4Iioi$&$>HbNsQW1u~p_GLWr(vT_!)6Y1V+eGJ{A` zYSN=7j<8z{EJ^U^rRZ!Hcd@6&W^v_~C&U`1C9c-x&$R_DnAj?{#D7jsM26_?6 zsy(z^;oc`IzMq6^M2vEn>2GI4Qfbf~O#Y4!INKoflmidlu*#_coW4L;aJGFARs0c$ z{MEtPamJQIP}EGb666)NSD76o$}Dct6q(1(4QSrRc^CS1RA~9REDnjV+=rIwRFmIN z^#jl?L5Gplm-_40;nkGwcE{t-PFta#9zlU@gL8SJbbrOSuY2Z4!r3pUnMCS9uo&NX zIA7Fj@$3ceJZO9q$#PaYK=^6?FKfJ`M5{DiUj)dj1@6*iPtYG)j%uu77kFFjg zXV~B~gM`LsCma#0SVsu(E*9|b@BT_62@BD%Y@j_n^~JT&IKWN}&6#6b9^g`{S%2$? zhgFb`{Q1e<<0Lox33Gb%AjAI@>V=~oPV$b`uiNtfW9zL0qG+S`VOdy8x|;F!Pe6_M_e5JXU<8$n8%-|#%|^S<97-+$MA=G!>?p zxC1|WAw>}%w&1t2p&0qaGWBVmsG4j>j`KDJS;n%@-RZ&(NM>{ zUtb*Vabr%JNt)nE#aw4ZX0D1xBu0&F^J%w10XL%wO>E7U$_>$Br;m?A1lw-IK(f`M z&pRQ_+}O1SZ|rw@Zw*62WvH&pS)?9M2g9{EyNO-$uQ-R^#{+od zJ%F1*L}qfU2B&r^#Tp!tKk`iKrDdO@KMsn=DF0C2$TeP@0PW_;_0dKL!v|~ zv)t^*41qaAR0=l5dxacuyGS%3z3OV;ZYZ6dVv~YR{$3#)Tq6?wtkTBSzQ#~GD@7>< zo9ums$YW^&>lclyWFqe#p=q&5e4~lyKY8cGqKNNTBT}@$nQ<*35-@2$PPp;9dp&>n zPgtHkvO;+AX$Xuk+-@1k23_P1f$@d2FC#0Ui|ipVt?-cvB%8=0X9&zSJZ1t}A+pF8 z0!s>i4p>Evc|u@~;n)+%p#m;!b4|f+Hv#9W{ZkM{Uy*^srdpsckGU3-&0u9?{C*D< za_5fH<<$HEa<}#`9(cjxd@IHMXj_W>k%KCVKlQyU%A*1ZcK?rR;dmJhlrTK2$p})_ zB|&rvFq)`n;e3?LlS%Ea{3n?GG9*;Nd7vvAb+$xFwc;<@U3tBj;3n2{-uTBcpktbN zO^B~0>I|+tiubuJTcTK_|4yhSxr_C$@KC)DkAKYa4`%0`H$@?0*Gwcsx%15)vRYla zxgXr0cv}umKlpg9PQ(LZAJ2tJz(2l6iwV22p0oedByq83{rv;zQ1O2q+6Hnzg@}o{ zZYlish!^ul0fZg4%D`H{zihyj_lkt;kx5s5n|nvh{@&JY8*<>H!cUYri086d_^EkM z;~h!(BuID9$HKGo{meDTpG&lGoMRLjbi;?Ysg(eMC6WuYLkgtKG3ZM$CRRM+r^Gx~ z6eNt&2gXBaPuErKlRKx2_7KBL!Hx^O<$reAC(U42_QiMDNg9t&^%L)Um_N~Fk(q$6 zIFy1{kS6$Qv2~zZ(vnV>{<_FAd40qk_O#gt^KY^oqy>+zr?x2wBjYW5&BD3lAhh2AL3x@5hnpg znkWSs!}my~eWv)*POcO6xjVt2$aJPbCVax3W@$I5GE(_B!?Z18-6fgk1M|;FrE+j` zuaes&^0aVjhb@stAvsK_1Ya!%2^zLw5@DewQj6)J|B~RnJ>hNBJfOpKQoG7ekAsHG z-#>a&Pp3Wig*wzGK~C6##=}9OtqwEhrr}FO>65Tg)CO8x6aJJu7OlOoCW&kk(eoz< zD&_Ls7iW@e0=B2C!iNG1Hzu#9WDWRU>_A<^$u__Zu1@5 z6O+t>H;5z-wO%-MnkrJDO;cj}Rz2Xz45_?bLE$RToEPh6WI~2Ps)V2&9JH3n^mw(j ze4TLVP(%UdWmD7ev1}+olmJ1TmzfvfrA{Eq!EBL37mQS@KGA_zH_G!K1$|$zy3CZf zA+(N7d>7MvRZTvkNXLgRGr`V2YbNnR5@d@Lo}+6uC-OLCa$w+o&^b6HYD`oSoH#Bm zO)5|9Uhz)K8oDV}7L4zZp$5c}aNJGZUb)w_#URW6QmkG`BLM0VH%cxSy(ij)AnkRq+g4qRB9UpuhS+>(JgRX_Zx5+(^zbVS)5OE2j-RAPm1n!cMO}$z_-Q zh)}ZUKJ4r46M~MN6^;P88;r{8GdY_a5IzVPBe7+8%jd}h3I8` zsJa2O+9#%?kl#Kc=2y+?)2lbYaFRXfT}=5lHIPhE`KTu=Rb7od^BKF~-s|z_6ASXM z<3ZzB^&~!=pw)XA_D!^*2$;@5kyzp`jO60UyJKx5fanZ7&V&XXE8w{e)R^l9J@2JT z+XhB@-P%T+b2T_}R&y1THL=e)^cv;;?@=bO<({rfF1_OE)5THJ~K-7s7U^do|Joimb~!j zoX{Z&v!&B+Kc-ypoNzz+0h5rhD_Bc}!n0ASYn+OaLBj7Z39&k**VZ??$g0JXLlcO_ z?<&`hHZx4*U;Ob5eYXtl6xq~F8pCGFK_4WXK*Z~LGZlldwz{cvS4tV5`rzX)ZSH@l zWh@)1Cml)E|JpXgpm*7_dX}EvE9z7m#e7^%?lCu6f$6@mLb%uQyuP!FfI@@JqC1L1 zP{#4|ap+Q3x6$2EIhNzc<@&tBL1KcXj8QT|;pDqr$}2+5dWHUe#>T$>iB3O{z*EAx zV;ni%I#Q!Na!pYu5v-Q`5%%UAtK2u)>Xy-CcFry0+^yN|^T>`dE%L?BOYKn)=dstf zj2*M9?qUq%l=&vH-`!?Z^7*GvyfjdKg1noqMl8|f5fcSwV5TOb2Ah86n$D>os|9zI z{kMPEq5lU;)~`aG)k9o(dNv=ZAMhTyeBis{_9*A9;%h_#PFjq|FKw|#PV5I&VK>55 z!(h*RAJL9@L_sW#r}s{M9kCRs@YRd3Z16;?zG64Jt_MNdkq53+k$Fpu&Yt;(>ieT7 zWk$7(v!VuhQ_L?Ndz;cE_?tKFU5E!Mi^6o+lDZj__)+Ze=ah|6wPV7>lqaTZlJpsx z9UNS!v4qUds$RkI*~p3t=#t&#NJy{X4R(WLs`_H}>_kUlE&S>nhjwea@^`tBOd@z3 zhi<=g?@CmU@vhhy{1hXOw>hz0E&cTU>lBs%i9%Q%Lz9iE=OkkrEMAZ{yVh@(u?>R+ z#}Q^gp+U`V}&c3mfAq-&)mrox*8nxB>A_>xb;df1gPA z_3KhRG^dR!#{9GZf8}eRC_Z>s<-{Iqbk~=RPP0y7A~!Y7hHhIAqnBHobZ4gt^Au6f z-LZq~8l@SRFVW&Np71#8CUJAg(hNWoCptZJOc}Oux2@dgj{W2i#N;iKbELL+3i7|DR zo>!%me#3wqhbGQO;k4j{hXl@_y4Z#V{H0yRVVJ0`krEg*_yCRlcc|_Cmx?#u|7uMcH$&mM`yn z4ZzT`2nV?z7FEJjqjIh~ZU|q$I(ZuvR<9}X_3tekCO;=ZqgqR(Qk5hJP7`qbQI^r@ ze*!KJ#cNlWpXdy}uHpbz(|Y9jF6O6XQ>$vbQpX0yXk6Gk?ByL_a}=C$@b+`k*@2I?=?X%2t{VG-KugjE}@v%ML^qBfUky&;m&eP5KQNk;dh$`~-Q5UU1G?6MGUJqmf9r!fzFU|~IJ>n7O z^Zl)r+Mc(;XutyIz)$9;f1J}{=IJoAA{{QJO1A`>JL@_7rSc!U;xWu1<(SdU4^ z*J^0MHPgf~<2W>&U4JGrB|Rq2C`n^un3>vo^sJP~PF^yVHGMyf!8`g=r+%pXI0qTX zyUCrZWmer3tOs}Igk{jq@;6l8A5Ki3t@Q`rg<0Hm^L8F!c{|ifHS6GJ2ws({iQpE& zm9w?4re^~U(=dR=NXh>B%({ef!~9L zrg`xK1`uPO5DlF|`Dl}xf%X1!cU^QHRUCTiRWvchGwg0ooaYKhYqE%)J3`` z|1dE211D{%{wO&@L5LDVXSRUu{H}9&%?(Q8)Bne~85tY*@i@-5FGEo5rPWyKKc(TZh8W>>;&7mfyqXjl zrTYfuJ3=`3t}-cX{a++T@*lz?{1>g>9dYw-jtIPdGLWNlRe{Lx9dPK&NU0i@13m$O zKD_xD8z*uS_dSY_RYEZua{Pc?Z{5f#-ODK5pBSo95yhtF2XC>{(V5 zPY5X8&)b=W3_$|7EJj7vTrmF^QfVRcd~yRhN$>j@Rk{d2fAg!O&yO>s3SA|iP^V(I zC|e^xu(=Hhxp=12(=3h|V+L)ssR;jm3}Fje=_+C%+JyRc=B%f8Ex_%Ac6>WaC}Q6E zzNz3HoCwB^DTESP#{`Jz(V_Kg(iHK^M~J+BfH?)c@*Tjwc4!Z|I#)(f56#YzJT;dT z1mdQe#H$Efr|^*ZZgdsy6hkwgAq9Bn3Cpp{7N~HJ6L2|W#+X7W&10_IN{YY9 z5D4&=2GoChDHU(+XN!Sd03|T5bjZXn$Of^s=I|tOT?0Gq%MrJmDpsR;_@>#RaRwqPu?gpjRjDYvv0(UFy=@H_a-K+>Xfwq zAq$Y}7{hR_(pu6f=ByeGcpm!vt#BF}eG=D`K=H8im}i5av?ssw#4gvAJ*TPnN)nXP zP0g{bwIMN2vKaG$4ch~?{spz!bZ{$gE4Z6?oTBsTwLd?4gjN-$Goy8DdqKfcwOTD2 z!_$~wZ{rT>Be?%ca8(&QSB(U4)!l4Ol*^~?seMlC)DzmykH1Y3m;JGHnH@8EXO4tz zc2QlGEsdLbTU>rIF^H|&&gK;Mrc)rmsVR2ey}j{dO}qaQ-BOXfq=O##Gj>DjuO(Ma zsjvX)z>q1lZ9(P>K)K} zoW$oZ8X^Mbb)ab>pnUhY9gZ%_l5J^^6lp^4kjVcr8S4Npls+A!{S%gYRx0&ldzJlB ztBa%{YE&9Qc40Ef!o~FAqvGGb4$}oc@NweG%+Pxi_Gd_X3~*3o4e@aY*hBaz(Fc-v zv{w|*5!mY0Gq&;*+Y8{&oq;Nf#yG8Dg=EQR#&PXjaSn)@sTK~u1dy>uD;T|*r+8WM zyc^G9YKW}wW!Cz>sd+5KSd-l`3eBi%P0;=nHSEoN)Xff}{X#;2T!*}t;AVUDUn%}=uGemAa!wAa!G9|B{yTIJ> z{$}bneX~o!A)7tBwS8Cm?}Y*Cm(j1>$G}Q?cNMBwkE7QtmG4i4YS$Uz0qgImrOSX$Zxiyev?pXPJn}e}hD%sHvV4kq}Kl4X> zwtY=Q<)1<{fZDacL9I`Yci5L_x&vZ3d=8=l+ORJ?c=K2D^u=};wNV}_=KeUbQ(T|X zeJGhr^0$3~@X~|yXvbW#|E$VOPSOM%Aey1!8d*-8q@n+>`-<)Vx_kTlpZjd)(m(DC znHphbbFl%Uk1v`9@>hctoEh^cK#~Vz?+T_BzeE&OMK};_K!QB=l@1T2H5=*9CuS& zQSw=mh9XKn`bp&sBf)?0Nq!cv`52-RcKJ0)1Bj;8RSw*U;>;g%lCm~8r7w7E{#ZN-z63ogI+ZU$(JOT|aDJHH) zmm#9WqtqZa*O|7E8)i%^4m}eEUY$8kO_PbL$K}4h6*YzhZ8^H+$mwGOT^pW%%!}I+ za-<87b<*GM_Fz4xE5beiSB)BauDGD$Yek%cW;cMUx0SzSxn=?PfvU&;9{_hMz{SAR z!nw2hR$Z&0El!tQXsm7FkOchR04~|@rK?Y!R}`WVf8mk*TTAQ#)(YUQYqxAX#lH9& z>I%vCO40!C{x~JZapl4}2{^zGm|1Fk8Y)jRbLO{oVcv+d#Z5L*SUWg{&L|giJcY;Q zYUq=2B!s@vf6RzzJFU0g)fO5(X-Sat3k!ET4=3eL!9b=>)V$&wuwO~_|I$ykA1pV`m#cnU6`{}1Jbp_44pqTgmqrZN$BDysA`xgWKu|OBGn-edZ zUR81K`jV9<)xUMj1g6z=;Bli;kH@u20Q>w<^M>+8qYW}JQ6I-~>Fdr;2!BQMhP$Sg zUBHfKOwaTUtdxtMhE1sKd4X04TmTQJL7Q2Vrwb4)MW3%EsvunkmXV{^mUhsfMkvT` zXrgFGv#5NlAU)nek!-9M?sZOGq|o#jEKI!-`lWGrnER77vK%%UqE$2IzVFf&+8`dN zRXR1ul{nf7sJgalgW_NU3YFpni`jJpLqLg{L**94{GtbHqeeHm1#_H)b%z{?YnzfX zH}2M%(h{n zYe4vZdY)uwAoXmG|KiJd$jf3C;jmviCz2)_q6kPQP!cJZ6MsGy{rCm#AsLoOJ?Opp zpUA+d4tc`1nPLrcT=X(aONZBORPfiuSgkU33aNeb!yaHh><-LP^ZlVyfToPV!At9& zPufv@^#w#p!x>hYv84hOH1g7kH~%RQmQZAxOr0}H`8|1R)luQiFH2yU$BA z^+lj6e2OZ5z?tCy zp7r5wiazHY;P`X4Uaf@uzufr%Vs+7J!mnC#z+q=^aR&qQB8g&WT zom)B0p4rjou4l=LLG+G<)^aX?hs(BCeepn1Dwdp6R+L*;8-49ESLmr7hKw4@7Mg~z zh2n@ZGCCV+gcV?hI`2(oV=_J%mwWv@h+!mh1b!+khEva$Xjs2wpQim7BB63dnsjB~ zKqJ-;ielSEyxR`)gbXaBVIHZ%kJ(Fd=*wLOOaXi%fN7J$B3YxT@B6M4pPj3*@BR8V zqjR1hx)FW!;Sl0hJ~;NM+`3R)U$cXf+6Hc8=U(#<{$%}t#{~6n>~p7b(0WI|QA*@Y zs}qYjuC--#-4%6eJ7^3xzoHF``P)XUA7!69p%m5?wE6q3C*1;3;(KLlG}zp(}6rBH8Cu#CP1R zJZ$RFgx{ELQ&L{mSLOlsnja+Te=TX!_|yb(aKw>Vgbt1ASwO zfWre-Ys1}}#iL-5BT#6(965nRFiN+)-pc$7dToE@L$TYaKpT(?LX@ z_)TU5)$i}|EqB3;H96QSCoiA`Bfo)jqAG8TeY+C(N$X5nrPY^`C z;o17!;zoe4=#f;>oqn<;H!v2PC0~U8%hrE};^fTy{nMOx7r?>7;;2SIp-t5L%TX=+Xwt+s)xC~lwN+LPlXJ6<$?yxvqU^CkgzloHnq z(mb2$Yq(;qXeL^6bl}hJninpAZmoS5xEl01aRy&`IAFAWloySsnCCc0LBvq|BOdts zKzhMflKICTs9FV2w_k|wytNaZnRcc_xU)#56=<_Jy+)K3WM4uCzj~By{1QhG#A6(v zblTjh@AeFN^Uli8z?XJ8MFqzVt3-7lt?h%Hsn&A9Fg`kyssmb^`MfUtuFTn))1L6aAQ{nEO=5uXq=iJl&5>K}txI5RYHae7#_cC9m z*7kEO=tQ`b37?Lz`5LhH=mZXGgO zpXdF>CR&8G5-`68!jIuL^(FDP>wMhOP^2h3978qhz9O);LwbBs;cO$E`7}y!xN*A? zPZ7^IL~%j&EfQK?oZrs3ZKaFQ1JW zrb}*;ojz2MWJ*Ak63$!ta(1bpq20dWym;}N2utwz<1b~uoTfSz=E;Bo_vF)J&R;|V zd3j%arjsqRIA_v_^6&KA`|~SFNmitgD09+x&7+gpRY8|~Qa5Had!r+--P@}Si<6q6 zm)pUMj`x18H?YGS^ufD#V6y8MHDZoiV2byYbPD*D&cHhcv9ZLDOdCY>qX(~a^%kw# zls^J^oh~n3K+_*q=fP02m9EUc+5?T)E`UnHl;be;^}}cq(%?Wj$o9Zj9-4Zx#}dP79xj2U=1lyZfrk!OaM%t<6;hW4OTC~N+_k%K?_dQPvS-@t3zJcN*!Qe zXjWC`h(2aZJ)d!lJWi)P3Mqa#!1Wg+m=YBqiv7=l*rRmi{|9DQgZDyzejwkUU+ihzH2n7GrdjmJ$GksjI`oD(aE{0v z#AlEEPQSU+R-3h_NU>O6ZLRB`C*?)&?Mk(k4QpfvbShvR^Uo;WffRUgjCN|eDM)#9 zEGF^PaTSJ@`QE@{S)Wm8p%nAs80D39AAu-NcySi4in<%HDY7lh@9XS&m!89NDBI?# z1gYh%rvC1rgL=*jF4;`LFDwa>9D+~et)~BCVSsv)BGBDcNr&oy-Ta76OHR_Esz*Ij z5nH7d53Ecik2t+7n4dkwCEW0Y`b_6&*UGeXfjUWF16-?KrptatV0$)p z^LVW2s-J?wx3S>s+(yt|r^W1@6+xLdrzj<3b)J?*;siR1Vt>>0CzxLZ3_50hIZB{> zcAHC&OXNTRbhF`8V+@nWE#C%U{|mC6CDv1oG*&cI(LkCH5MF5+Q*=$ z%skC!18ndiqJrrq@zHHb(J#}3A;?;)k}lcJ*EDxQ8`4gKBamS?ZmaBNccT(uj;>uRs%BL_scRTyjxo2p`n}dgSC8H&*I2e? zu;PNZM(T*FG%YWUX?UQM1k==P?#06snuD-urjJySDmVS%Aq{o)rX`KieY64%`{Oj) zZbW2l5N*D;Dg>-MVQ8c*ix#yVp{@!GAOf|_uSTAi^>iY_94Or!i zH6j9swk11CJ9z~g3i=y+WoW2kWe3|17*;DL-^8~Rq9)NMX)5aEEcS1aMcqb)x9N9( zbmY{cy_8*_Ss^{oaKK+ayAJnn7_4c)z<9a;xM@x<%pd}WPK{PQc$o6Lo3Xfuk;WCs zGj&L0XG;Z`wsMhuzM9FO*Y@Y93_3oA#U+ti>mc#pae-O(yXVB6Gy8vI9HXdW7PHZ`aX z!J`eXyT}r0tfQe=e4_p3o{37ajUFW|u`9vMQJMLyOwID+Feuc*0YI~qhmtC0 ztTkAi3Z$CD^&u-q-;OXpJ#T1aPjtDk_i=m4JfA^|w>WRXxBbJvvdh9aqSuXPAf6Wx z6827si%IBp{g9-r6B-`_Z5P2?qa$$F?NN}YS)z%g9td=q6xuLS{BD;cdqJ{i5`b@zXtigZ43o>JbH6|8Bc)_^6 zW);|T9Cd|ZCw3Qg)(q_PE$pf?u0Hf}y@fh#+`h9xa7YDcj-!azlPxF_Qt6p#3gDIp zobI99JJEYWS~LuKR7Bd1x}x~vzYjOmV;*Qy9HMCy#MUu zJa^Ib-5DKR>MFllirmSM3VG=E^NCokjF|48qT_Q7g;n2TD8^=YvK3=1(TtPM)^|O! z>Mdkb>q*nO>eS0Gsf2WcxT2v07!+T|Nfg1SG37LM8s#v0p^Ym9cC274X5O!-NbGG= z9+8)98pMhYBMHW~v6H;f>ZKNMej41zT7F%Uxa{u$512U&UKK9Po%FxO?4!g)mv9(t z13ewG6p?UvR{oOp9DaMtaxKW>s{l@(P#R)VlwSo;EDRa`88cU$n>94<`2KAt@BmJ* zuDd_fMqMJEFnKI#uka%1r@cvSGjnX()@?+%qxVHYrp`+|hSb<6tJLH){}UaEk(VE`?*cz6FpOi8FkJf+t(!Kr4Fj%E#C|LO-(F@W3D z-8euK`#Hi(2laMVMx({-k;dv!IJG-x+KQjHh?lO50~|@)Y$x-Ncf1JMiT(e2^EGb#8w4ZLGr(+!2p1vKKX0p~5mN*cZ5q5>+$(e2-zQbdfV-;H0PzIa6L|+$WAubm;pO@e z3uOPZS|FUBc*O;Pb^pPt>3_xph=y33AMc$H>F^Eq37=r8%eXnLwmqp_P8kmft?xss zz4T@x4QR^LILe%FjNL<)Sj};hf+&S3pBqhV)H{O9HdDo3lUi&*2uK?wjIPZnXp~*%4THJ|~I8EixGnWGv9t z@y0OVqW*2X{I?;OakTNpmU^8eNk_Hg&v?32xj?%P6Dd$?$8vm!z?oDz!oZkwu0d&} zG5Vov4HudH{Nb_*X#**$bwHy*uZ-7WRY)xbbS+kdjKl47HH|T!%K*7Mr(TbrzDTRS z%f2PDU)g9$7kNNR^9i`!$!XrHaDVV1_ol%<)>)mKL%$BO*;u23inlH@KGe5e&f#ag zB;F>b6KYJbE>Sam$RwV-^Qj~9LFXnD2Tcn1%+&-j26|AOR|w+c;`2kW<_?=3Q!s(LJdMo#2d z9qEWw6Mwg@y`&D!vm7MW{_T-L|^ zyN8&|vBmvKdi~*UqF-`4i~OjXkKj~qf2|F*5d;B#=I<=&ztJji;IX+r7VX`)7s^AG%-%P6|Nck{@NU8G6lKL+5Nq1 z3savKn}C+C;$koNTf5M?8QOC9vqutAPA!IB8;4LPs!z21QL6Q(D@;sO)Zmrck#FDJ z=gxZ@4xJ(;$Mw`+xGXaMSvVjlrzKUYz7UG<1gfbOH&yEn*+>eb7EP{oYyaO+J5PXKdpgzLEdkSTK#+MA69TWRvaveQeWzKb4)Dz_p>l+4SSOQ z;6VSy;qq3=90Pc4zyb5mQ7LjD>JPuAiymRx6VWgcsgc%ILk>j^u$F0(Z0tz_cZ@C_tTIA$@AFPp%Bkuu?_X9kB}>w z%{+{DzQq$ft${*7rZ6u}JKyYy@d6T;6G3>c5m^ZcE`=w(zv&OrexW zK*CAo6caZP_e#)A$jMid2O&*`3S<03@bJrfi+d3q)_nJ9=YKLZn26{Z6Z5{HL-z=C zgbBC>>=AUX09)4y^78c@NWu~z=q^Z`7tfI@k!%yfB|>}ALDVh3rM>bL@9Iz#V+Pl% zz3dF-%k{R@xkNkc%Jr0sUv0Gsigqw)1lB(4@wA;^B`lm^8e7ABzIof}8W8MK(MRPg zDKIwyC4VB5TGNOf%JYi!{+B_Ql+stL5ORZX`GE4?Y9jk}`I{fAHS@2Cz81DPMfhE& z7ccJ*bz9UUaE;yv9hf4*lAmBGenxM#{^=qIMh-(KWgA5H-t=a~ZR zC>*RntvK(b2#rVOGv$gJww%%!SmOU?<)7DbU#t&;D_(Y3mT zQxw&i=Kys_%#40Fh49O3c2YXKC{S!2JUo2W^EJ7aAW$6nphMoiY^E&)#FLg{bZUu% z+s`iDhy~{VmO&L`7y^hF0rY~>LJBY&OQG~H?RWrr)lwX{et3J{i&k5wm{bJcGRX8=}>&eG!nMo| zaj`4=SmSpZr5!UNt26x>|3Tu1LIE?KoI|_yZ~jVxfcL-h?PyTVot@WVN|>M7 zdpsxtDZ9Yh;@Ll~V@ty3K{F{?SIw$2;P2Co8y)J)U6?_(V_s|q#v?qb79A5_XwCA`#4EXF|JGS;b1wVI6s zNq#K3nBSKS0?GtvcHn_+E1b6> z#>|tZE(WL;la5zW)W*gnT`r*rl)IOI%@e#iSo2@@4nI38rqPNbvy!JCUQzocHyYyy z(`!!JTsT!0ygSX6WI?6B^(z*}S#Ub*)OdP33(d}_h0`Sm&HEB7KG8Jug)akxSR5;E zBYRJQH>LP{UH;P;=()*UJvLxo&EJB4;!wq~Mh%30BHf^A#gZV_?q%GiI8%5dVU_TV zW*ms55%~X29ZE=wEE95Rrq(?GBd>OwfN7t6*>X(wC)xyy243P#@&3bZou^k zO!4_4;EAWb$@NZDh=r%TZ<6>DKdLfMvO#M~Zjbs4W}K?1UY)&7A!% zOHS8mnT8t)>a)vaxbo3UWyY1S=RVomY8nG4@Un>31rp^P_1Yw)xsxN}uptxDiTy7FbgpKNKCxmj z*mi99+Sq;d>#k&0Yu~Q6+0l#zkuY_V1rjAGa$FsLkTy3@SNdBzkeZgjksZD)!?4Ym zuJ`rO?cInAW8;&BwcBbUM%y?v4HZGsVQ%T3{!LVRPrr;9E7A+h;nN6y3AtAb*y`Ln zYtdKG=C9jNAHnz?if|ssKlhfec!tO6V<#J!oe*Gd$b`W<(mgrkp=(gw_zaL?w!!6z z`aALLnL2lyJVXyAyxK75hmLMpE%2(V(7Ds zDV_{%ZQ6PHQtthCZtQ7S?3>UMhE8yoz2`P;7iCL8-*F%)K{BXwRkD#ESS8^lqlbRw z>#Jn0AC;ey&oK$_7$Y%RuicdfHu|@FISC(DLMbo;(*czUQpJIJ81MG4?948h-V$uV zA`F83E*B;j0i&WuEB-;E+`?$KFw7Y2Sq&j@CDW1bXnsE~&AXtMq-(aNG9@qc2}oby zZj0Lb;$$2bCOJmnYCtyFH}U~C+Z?D~DP2#l`s2_F*M7cndW-1ulcpuUMj2;KUFXif z{2SJmNzYh}QR^?XOSS8v%{91<7Nx(avmOD9PZnx#a5(}i0~U_&riP>v#eUMvVA`yBr?pBhb@QxKeXc3!GwvtG}| z6lkf99>@jI7sD1@Z^G#vws-d=_nw-jhDmhuhQgXXD$FL*2FhL1+}9mn>uv zLLeju=p{E`qRKTqwFLB%l_?+|oP@HYaEd6D{I{)d5LYl$%k6L!it8u}FFMpeOdT&X zl-}mCjws7T; zdX}crt?zCG#+Lr2(H=X#Z8UP}^K&+gW>+d5H`Z^r2V%nIML?hG?Tzk9qT>VsUFZ<* zMs|Q3Evo@H2uJxQ|BO(!gip06gnG+GYNp-%ND$Dg*3@hJSFgG&H}p%@7%7QO-wU(WUFJ-PbTpL1j@OvC8-+v!6GbHMccAhGJS=1VCPU(f=Y_ zy8vRo5??nWjp;6*Bv$V%R@OgE;~s>*ZsiZgV;v8!*9U?c>Z{6m)io9dws|>yDdM$y zeTkdH%Hql=qGeGG<0&aV$pcov9n50I06GuNGrkejz*|+OOJuNAI$4M03EDA}J)DF< zgQ_L)pA$#1#xIb_;n?QU^ra}^V*gKvVr+HXUe$*leU}iE_2JCTVVJn>sSMBmgz;M; z0>U&AYphBmxsTUXSxbe^hP?b-+B>4^^CJ@iQKo{0(2}0v6;Lp0O?X(=tX&aEZKoR4 z`uZ=d=52VV6(k~NSl=k63LK|pSYf$fan7_G7ro*_%-FF=JVW~Dx!oGLobQILn!m+I z$IOFAQA~FeQ-zZZPp&??AxP!| zn#Jq~6iJIb#Xt=|`YwmFLx3FjpvSqGwqbnZfjLOlijQ7Ux$_VH-QwGz@ajzzL*Q)p zKnp&4RGzlgNM1r7bZy^Vbn0oOpQwbtXs#u?dTutO{&~PD&NLyEkM=S5VVcq&X8BNr z?A#_9*NU$SP$aqX;H2Uo>qT_fQrbw`&V_PpDIU_-nBBOHC%;*5ciE$bx#?BO6LKys zQRskuv;(EsVX6*IXzxj5*YRd5E7ud7gqdz-OBIr|B)t6Q{^(XA?j+79w34=w#EuRx ziyGoQE=q9Kn`>R8btrdK84jF_B0^N&rY3dlPoA?ZbibD`8q;s^EYHIEnhK@3JA8XL zv!XhvZUpgcz;diswe^+NG{KB9&cOnB(`o@suPGaA&*%InKG z*~Q1Nlnv1bFsZyMWePa>TA|E2dXJ|Wi4Lsd;8BbA5Tz`D7%`*K1&kf z3Z#A=uP8t9r3u#(3nf38dpEd)VmE1|y_QL$kR&c}& z46^wQ-V~I@e>F$O*?i<=$5J&RFx^_+k?KQ~ngW}8#aFK;u7}9(lY*Ph`vVXkWA83sTqR2gEutpur9VA< zVjQIeC0pw%UN!0aXO|E5>s1sKdqRcv&S-wkQWDS?dZcJgQ*j#*4fR7on$xh|2gE{) zmVXf8QOR0zFD(bpT~D=|#4GRDh^D3Let^>kb`2mJEfG(`;3Imw2F4Ca_dD<`V@2 zLQ%#`8ewZ(XFr1}&n1I$e6G$vxwQA2KHYoh;6n}66*U`atI$w{wc`TCLYmeUO7{!{B>qg|>gk}dgYP?r-5FB?=iD_e zp`7mom(ApT##=tI*GR{xtN+1|6C5i7?7&dy#7d9}b&=!&_%GYqMQF97V@v=Q>7NK+ zoa{V@D(7>7V5j&sl_xZe`3iTr7F4w>B5&!h`OiLgM!P4Rn@c(h%Bg)V2c&WM0JRyo zSy{(l;Xmh7bo=G=CzjglGi*`str9ZkH_RXK2mR@Z^bDY4>x13B`Ivc=;hx}9aN74r z#2y7k0?o_SxfMMZ`+`6ozQ)GyX%*_lkcDZ#6nsF1MCH{?sEvxTyd;!&fm7h~oX;$6<-3yFp4oVhL%M4k?lDkVd*$ z8kAHzL=dFAL8QC8SsDoe>FyBt&H8!0zt8jE<(V`0F0ixCeddZM+5Y?zmya{AAE_!2FlX6+lnkP5J}#L7_7>uBJ4A918hkkf_#8W?@dr$r z5_GUPQjuC9of?)K0FNq0RhoAJ8mfhOSYy0@5YojU8o6(2QT{Y3jD%q5&ZKBnX-$ve zxez&*@D!TaWl<$+s37DEX@IXJ7SvcSi8xDma?OywP-)d3Au6~RXxcssmRK)?(ribH zA@?1rC3>C+#S{r(9Ep&LbdT~CB^3K%#>>ZAYzD3|uNMC78i6#KZ7 z;+1k$nQ43x(5g5>ga;WPG@lf3?{oaiEG|HG0$2Z6hQQ0q4)o_^5wj8ch9Yr z`QWg1>~!X-LW>fV)hg4*3kc-^*0WHR0TLICmb3TQ=uR9ZdXH0uy9#ZTMAk)ELEwNe zV?k0g`JoOEc1SxiLRl^3=j3e`mBI(p@*p2@Cgs9Tl*!XHmAs@yDuB~WkY@hFKXQhu zg7Sxu# zFWk>xA{?jvEaVsqa8;R?a|f*#!hd%D25 zQTLjrM8aQKpTKcRw_!S3#3DlHF{$lLI6rWJqAj9F-*3Jy@6LU|!t)eO1aI zb!sQ_&x$}E$3X6U2qK8(O4(5DLL@?lS@ptXdzx5gb3?((du4zE97%#@ayfRErn&Z2 zuSO!nGijRvxo{*0bkg-3T90_x8O;(C&C)h)*Op%&a`JAz zW5~xCoa&Py31lW*>w;7Dse$3g=5s(2f=F%7C;u%pe@Ojp<^5ibTWSnjx#!Q}8>Qi~ z%cB}-YV1CNq^2LiY%kPZ9~@6IVCIj4q>BYtW-)Aff84FtttX| z)oYPhk91`Eu|pXkvt$FbXykFVg=z^*H>7M+q-+{e7oxo14gM29{3l`+vTT-#Yaqc= ztn7hJg1bv2QXluy1P)9tc&1~`ZbwgRx`OHcs_E4fj-FPoE%K-9Sxo8?zPpZfDR*LP zveDf4t)VD7;SF;~L#EQnn)F97^#*o`9eUXIADRNKz40O?$bvZ0Lo!9e-q2D6Il~>% zJEonxn^rnL6+RD3M4d$Mk;OAaI^}N3{Foes!T;1GICb4H7u~klawos`6k!=+K7_n- zMv4ed>0z*_$+tQ68)Wb>xb#5lNs<_;r=87AY>`Miy{1eOr>z*hIW6e-7QJD@7TUjw zAe`lW`o;87QK-A4+m^9w-Wwo>k#srZ_YHMBe+qoOeg9muWjD(|$P^10nQ?THc>_r- z(2y7EJ4ZHTU;o^7poMVBki~zlB1ch3fAu_jU8(r;Np5NG{la8*i}E1wU@z`K_IVyQbz%R{c=shY4s+4^AAHJ-R#3uB}v_K>S4*aQ*bZWmE zm1XwTC|Sj|Z;Knnj_vcO`PzEg=&in$AhFi@qXPbS0vNcuzXT*(r~aq_2Iy7oY7IFkwW=Z0MS(^Cb$NN2J+r z0$Dz(DMM-AGRhpTG-OaQtu0D#vPjdlNoTd7iWcOTxQ)12nnD~36EkPtJz)(ecJA?_ zIvJvrsGw`S zsFjf?&TP81kPXMr?UDVl&L%=prcq!8P*XLmFrt`&ce#;%oHSa(gbrQFv#pk}gC-;t zr_Dh>jBg^P@(z2JY^T-c#jJ#tkvVjhEEVUIE>gO8^rW7-y$}WX;})N+RdiroD#`k& z{}vyLQz;kka*Zl^%^y=|_1D8nnDLVI#{D~KDih8yDT|4@^7kJHN?~p!j$-vJ+(r51 zH5y#WL-raL6Y;2$d{`HcKUi$X{jhU2u#x=5?IRX>jJtOd3DJ43%n>!k!p~pG+EDEn8fEEE=2Z zhIQ^DiBbSLO`PaRA2P3JlurBF_kL$H4lLEs2z}d6El}~TrWI_%kyYi4W15`^!UuKE zQ)2xUYaDd4(2m!4?)+rYpFGHyctBR9rVj7%}{(P4YlP;8Bo2!!9JJ^*sS+cVS zzdYoST|W$xhmY|;Wc!9OTT=JZ5y`JENfX735l1V7R^saI3h8`brtRS32kYN?$dgUA zLSb)A)Wk<-Z(NW6&T;KZ)7l)r%s?B@Kx0aga~d=-A89>{M~gr%h$-hT_|vY+M3gKN z)5HwjR3polSQi6ZU0oE@{#J^;mxF!ZogLcE^W1fKO8)c$Fr3wyggs8)oH=N`%m|ZY zLVR-{;zg%_Cmq+6Ti->`ZMpKJXAsMu7o3!KAMt1P`zlQFw6lsFl`4vToy?okB6!9| zea5<4{TEyPxh?FC=LUU+fRe*e{G;}p)AjwY^%bT&HduL;CoV&&1F1I0p#HCpRN`9w zojH>n4qrvnrJ^jTlbTv>rW=*Th!UhEx4EZPYYsg3l83}NcdTX52_ zvU+)oDov^)t*=jpE;_Qi!Z*dXLyl#8hx1qZ7$$9W7phKbW%9Vgku&d2G%Zdpzbq0_sQ)#t3V%vUT^XewCdhmS0wVn$`fGn`q+2UGHr?~+)BLZ*ULMEqGs{JfNwg( z$&a<;*A^ogu{~MxYgLqnQ9T3VLQttdR5vVqnNFA-J&_mh=WxK)Uo&pAug{YvXH4-M zFRG29J>)t&k=LpzPf%XxcWE$g^sDVLE495`Y(&5&zCPb047pg?&;0~2QC~_@ib8gu z6bgixG0?@r~ig$ znO6vP7wqTm47+hH7!71xmKKN!Z?=iu+O{CB9!P;i#Ldy6)YprrxVIN*VBi7Lss*G)X&?rN};cC zj_7pi{uTz-PlO^(9DQ&4`=%W>hnkb{qx%oe5rrOb^<2J6_4WIWR@V&751&MU@1VW2 zVnBBS$Q(F58wZl;{Tbw~a&;1$3pnTv+Yj=bpZinjKX6Z74lDa$+^>l6Rz&$ZF}gcn z$7;VMGc*uvKC=pfQYFesZ46^P4Ysot2y}8Ts4}DvH9x%Pjy|`g=AZ{QJoCTFQENpk zRK}8281kBm?TNn6M?v|j6V~!`)U0PlJ5-z zzn`pkr$p>hwuSuKee3>td`_(iTiXPacwRl_!hszW)1S8?`FmossPJui!w|1^^`}?m zfTB&EiGv&4Hs(A(zHr-r!r=#*5%TNAtlLFx9t@NcaTn=b{+sRuzMYrq z<-&AE-pK0R1II+T?L`IGS(ZXto&hG&?-c5_D76CsOKSbMsDCFNA+m7uYv*4r#qiNj zAH>=`G9veni{h5XiW(ij4)+sEQL%XwUJL;wzyz678b}_ID=tJQyJ=Cuf1hhn0>^`0 z;tVn)0L5k@500y!I{YASpX4kR7*NHg0|&i7!w*_nQS$DUt^?}W1u|46f)ZdoUYw1r zNizI?Ku9|u6}%V;Uky;#rs`j7{)g_i{zKE%1^)!eCSv(9e2H*TG0Hj1Woa>>Oy1Lo z1bgti@Ei!loS(WQt$IrQeL<^uFkeCp&aRkq|0%A`8X0j|cbfMBW=&z-%+!L7W<_=| zi;<${Did#%*npY@9y2vt`V-^76K3$VK%thoKfO zq3?PW+wXyPJ)E1cZ{8&h6&N{JQ>OhnS^uHQe;LFk02v1H_ZQjU-G#=C?XJ6F?7naG zQpWVMcdmoCgH>8-mvF}FcBJYx#V&*Fg&|8h*9+=@ib*Y&Iu}UN`;$frLB!pi-Z-uO zNhQjyYZNnr?OFHp+PBjRXTzJvBsc>{>z)SAt%qsG6B<^fezwhY)SagR!A(k$azwv! zgti5tvkN6cwOaVN+g=^0)vu%aIl@r44blQuz?u4zZ?VKd3(~6#&FK%r-?AR?aL4YM z6Y7TwwVj&})11^Y91~SWS;vY`1wm4xN+N}&YiX`4a^z4=e_N1uyW5JKzBqR#$>zhD zH_h%v(cLu0*@x|xSY8hcG4_G`=yNeD4J}}%cxJQV7uhTsGgO$%u!{5Oh#%&)8XJU~ z+;>YN5JCwgh`(vePj8M62)llu(PGbB@4O}PG`}donC45;``LaWV4Z(S($}>^_ zp5<8=#WPfDU!7jtRgeVacD={^7+iZ5aj?{|s2nvrv;VQ}ml$rLaa!vEFJ#6EzgWIK zdcR4!+>rg*MNpXYT`$Xoaf@~HrkOCW&h6m^&k1}% zFdpl(t~ara>Nd`M7#6_XBTtU7m=^+&d{}W3BpKGzM)bpn3a)%-H$ocjpK}+#Q;h4j_q!mu?)2ZGe@v zOv#JF7+jn@d<~j%a13~ke>cNwPi&GIQj+R+Oh`Oc@=hnvE?N%>vvk9{2G`~3C$2MqIswLC z1u2G!7B(CPRVLK*$7sIxcJ6gAp^UG3Rc{OBtUH+p%4AcBeW5;K7kY7e(cG*aeHYDK zPeTIJNEkz9%BZi+$FGev0)hxAJbEu66cJhhLEPw9Jr~9Ch2udgwZI0f>Zb48s>=yEG-3Kcj@D38ro!27sNe`ymh7T8MlCY$>2KjG_icI2B+w`e}G9w zFL@DbTm-4E&({63PR+>Isyej9qhc3h*9buiB%iY?B*2Q4JN^##7q9~eiaXL2YjPs> zyqH9sUhF_wYmnYx{1Xy#%4OJy{?u=Un7=f%17+Kf3di};`I`gcS1;->@d7nDSq0BN z2GCY#upkzjXuEDcJ(IK)eT%H#S++Uwgb+01Q-_uZtaSYVUx^Z59#sA1^d1$BqP?CG zk;R(DWe;tCI!kOZT~F>Y#qW`0asAZ>Dhb{9>zCV*;-mFGvS#U}sNd`1t&l3dC zKV0;hlCfMS9$8G$t5W3o1Q@mk=?U|&CfW4irMT;G+F4mT)JQ8>%o=uu1yqvjPlL2`3TEuYim&+$wD>s!y$WZK>a|^ zeii~;j23bCMAOZQ`YOyps(AkP*fK;}&Qg-UTzH9$0=fX#_s=%C58_iaDnO=d*0LLr z;=Yn2aYZM%rMpB`0L+gl>G!K}@fff*Y-*%p;PkdKrNCNMJ*a3u zOCk~7wFbD(+-{ypnz^fGRYXKOnp-Z{%xGB5YIT-HrzCDBM~*as;dB3W{_nr(sw*(y z4-XnZmJI`Cr9tpV1CF<39Nhb5Ch!Ld&m%uYjtF7a@mF7e>&*$XpTu@(skL~?5FD>6 z52WjA!vE~m*fBE8@fR2j2U?$V`;p{wkL2~K(VGqZ<7h|wm(l+$+fCBrQHbIEBI9+I z+KUYQ{B4Zpe&5N9lH_G-Ot^eywZzw`?i>pk3;wSA7zQny!o=72Aqtg%hp)_F0jy-I zROgwg+RvSuh%R@15FW|PNRQ~qF87#=)bpNE=;ThhXGCv6M*FAO!S+bPn2N-a19z>i zjDujrYkzFYv?ka>8SShILk-A?akfZeJqr2HIutICFm(?xXh(@rU5?k4`Dx1DzB8v* zT&shJZg(pq9-~lRj)-RGtzMy#Hwys_gohKH)9GquB@->|Nf`1BzUdN%VMzYei;J^2 zG*hC*m{t1wo`<-B-H9#5P!5!El5RHTL|<)JDbeK_@kTsmq@p|k#y>1`flu*vx|~>; zF+JVy4f|A6ajN0LFK;=(#@tvvvc?Jio#I%nCjoPJD&Ew8ktKl1*L1|5_>L9%!V*DA z%As^q2psT(fHu8O%az?3*^^(d;5mpry@`5O&qY`7OPoP_?#K zQr0QUrMMecbJiurr2n-k?0mFG5g(M!K1RI@ofGD+ZfjHNz#9ad?DFDsFAZ8>^&v&P zVczkxe$YO)vkss`0|8cf?KAgxJ88=RIb zRSO9EMLmfKhY_!8@gt&{-@TqZV`hwQ%LaYn8~wVcIRP=GN$d1>3e951JB{dwxzNE{=$)TZ%Wk{C*F)S-zL{iM7W|2NatPU{M(o`yay$SL z9PZMs%KRPhdRC7o)h8GG_Pz8`vkk4i=qLTs3V);-Zo%AQLPY9!UD1LV1P?-@v{%n~h*Tp5SA~}t?@od@6 zGmEyTK$Z=9yxFn~l+A6LWNxuDG=DzXm*4UD_QNo!0p6~gQrLI*7XH^excrHh7n~le zJeN}iXQxp=sI%*h*~KDE33{@(H0Hlqy5f z9Ek6A4Z(sA`B_})5DXd0_RhKV$wfGk_Ka2NfA{OPH9gx|>>?2x>T66db-aVHjrAsw?1;6J{ zJLa{Pwtz^vgVbFLUD{w-r146pqwV8}>_2rY)gSC5TJ&G&kPd5sGnL|XS`kt0c$zLb zs&G#9zdvw6F}Xh-{3@w#s)O9frC**B;mw9Y?~QVFsfZDFDe)A&hI;~fmI7$wfS{A# z?4*HS2zcB@2fxUF_AF0{@2z|gqDz<&UOq|Mdon&bR3_61dJ@^Jx7zMH6I7gp~)oADH&rHhm<*;x?BS=3CMyoQW;KdO!fB zaOHga?ob{HZg~dB@!uV)qK7bW`m%xpZQeI~ae~FP-+4ib(4n7^H_{M^fcyxT!{Y3D z5DogRc}`WjL;1HoIao9Hw5!OHXtYPw66QJDe-A z-)p^7VkJjEP7^&UnjWdNjd;F5zSuZGdPCZVFe<4e)Xz(#2EV^nWB{5rZk_TbU2S*; zYjWMQ?>Hc&l2sj059y5Trk)Yj0nU*6%)_w9N7&$)c^Q1z-a#ckNvq zR(}Dm)AuuxT%hA2Ql;-hX5jbAk%|n}xcM$CeJ484x*(^J%~upgO~5in&K&Zmru&fs z(Zbg(VW4nlUL2?k%1}9QZZCXw{TqLxEZTBlb^OL^(lpGewfXQ(C0M%f(?o61^sBlT zxBivWezk6!=pY;R1Ie=rm+cJDDq6Ae#ionP*`UGWJ7gBIgW6M|KGv+$^8!1jPJ&}h zY~jtvVi)<-?A6G~Zj~$T({%AGtxl(@2D*Xf8~Jw3uU2swolhYRj)|F`e>&|PxI}nO0 zqgDGh2YcLo(<#+12@CRex(PxgKg}d6foxQ-A3_`SyqwE`FrO`)# z5)(-T_mH-E+)WfgTZxU6bsGkYCbx6=h0FcSTnGYhrgvY{!)h^dI?I)##q>_!d>9Xc zjG_@TT`xth7mE7^pBk*)lbj3#rrMrsGl93u3F zQ{lS6W#=qHWIs(~$2#P@hKE=oBwTXnn(@q9<{E?jVvjfJ7_tM6?JpU)`Xv`EiV%~a z?8#7#h%WHMq`zRJ2uAgWC=LJ1US7{TSV3tP=U!gio6tsWGDA?P8WXncYI)?lMQ|JG z5la`NzNcP-Pv-(HpZsdMou80#Y3I!%n;q=i`dnXur={L$Kn^~}ol?Q4oIh%Ddb52M zme(({nHx$VgKl(cbI7}FMbQ+4W@04z4p5S5+2~DDs>q3*^VSU)KL@4Ss{UWc)rys6 z#ndsO@hExK`0@aa3UGNq<=HU zq>+$SodvdK2)R|Y)|%8)CFc90?+2D%p#;%{!Kx(U3FU-HKto;f$CC?bbPiWRs#z|J zeajkRe2XMyS6>S;PS5l%sdg$^0Hz=3jl6^8px$xGu5U4YQxTbJs(&f-YHlp756ExV zw>MMe<)W*5hJ9EYBC!bk{KRDLYJyBA4D)h_^xk6ifp2to`KP!lE7;+3fgQ0a&MJ<0 z$))}0gU9|>fudS<&+`&ImcOhSpEo?ARDB4(d1+V?xr3N0BSyPsen^LQr(hJg^E4Xp zlp^d1IS#u2?r7d$NZLV$g=EmLMOOYy){2aoSDI`Z^Ns|_5{#Rc3RQFFx6ZggLi)L= zX9D*{jAT7EKao!gC4^~@e{)CWf5n~Gr*EU-hLj>r{5F=Npq2~>`s~x zjsZT--bBp<%?f$V0rJ9xEFSEhiElg+55VIvEDhgj+f;CaY9|oQwW>G;(E{RWGRCLbq%hPtq)&CLEb`=AR1bCz%N(20U%dvS(b&O9O9MhRd5Rk?UL!szK5_ZeAR5`9;>|oe z3EsfY!=V~c(aD02lQjX%MR$>F9)Rptjosrdf z4?oYOCqk@Y*mX`w!~>PV`!T50@(m}1N-p)N?QDOTDtpyr9yc&6F9w^@fI)e9Re|)S z#sS9yoy#HzBxOVo8?t`{#$`Hx`Tjv|#fy`aFDa|=Z+VlitoFmJ5>9gsbfF<*t~^Y+ zNZaNelaLQ*I#}${fh8q76d{gh0$5HXP#JhxAi zc}_i?@1L=eC$0j<&*H+N7&Ly(g(+1fNOa>)$wegmJmL)>;ziG{HN(ef8KNFD7q%av zSB@`nJ9T$W>@iTTQU&69&JUHJr}`Ca1UR<~4?d|8T`8+cFp$UuaTb-OR2VA(pBGtJ zszNHLD|4|#+=_6i;+?@c@Yu2TEAmK6vheDr%E-b>H;%}llr{Z4) z`ujwbd=2Q*&T14!ITV)yrCX5fA~)>%{P(Vjs!(sL%af(Db-wR!PBM$CW}FA+lC2sj zCv&d4_A#A%1ymM$sK}agvRNU0H_}Fx@%6`WG0i4Pa#A_J7N`OtzDw>$|rGN|F;}bKK#1^Q6J84tQ0TbH986- zzDDKVE=H*aqaCu8W;)MDfwawS&VlExtLf`c^ILLaWM9>)3TBn^ftPh3D%wOa2fG&> ze^O3~8j@#Jx60#5(O}H=2@IbmZ(g(K5K7ftsxD7gQkm0F=LQ=ND}GIjA1hKOPpo*& z0dEEiiqJHDYG4*T_Ybl-@soFI8b}2io}+GW@k+f&0&L>|OGwvCXY`%{Pbu#>;Sb^i zsSv6QWA;Cl`4PX|ws5Z!#B*wUMl_K1Ok4@W5N zE7PzH2{y#QMqb`UfUcFCio=+WK8IuZmPXMp;Z_=v&?kf>JpM^=BGK(j8wTKMO^uwd z?o*9b{$#zWVUw$=FdmxCWho9^+Z{WNoG~b7fT`nAmQ_6OgrjSB~eBqegzo=~JFYXMXj!^8m`p<+&CxacH9d zXrfM%UpSO+GqQ3fj{08BhwdGPd4>pzLe7O$18;caIT`ckDWu<1H?DuURIhTbJM+;; zE_y#R;)s!PI)0mpXDMLLzEYH^f<^5Mc?lOg4|F=o9)$%>jrYO4kV8`42Y6P z&zU(tB8#?A#tWqWQB#x(9P!o+7d!)olC+-G@xlff!Yq-G0q=8a(-QxmQ6p-_pf z>Z1g$19db!UV^l0OBQxkP_;Ffuthh;pt4sGzcuK#MK=aO#+BjouZ>~cg9-X+7((8C z?|PCUh~nS-l7+{UBgqIwi{)TsZrkK;_~toGm(~>KMYD|$>T3#ok#Gmf+{oGy5p$s1 z?O8Ywmv+&2oxW&VIeBg1#XUJm+%Mvx;XlK6}90boE#*7SYhY>Dpv>#F1Zw^q!~&Sgh5Hi%AgxcZ1k;<#mkS~Y7C$0+^1((BU% zpC>|iNGJ0Vy~JtBN;~yVL=CY|9WD&wwpFVYS0~kcVM<{&)>4NtrEUF9Oi?3+r?Nb# zhIla_moRhWd~xWFLAK!?r_y_%#dS)1NAtgyv>IaeZvOw3C7+`Lgh1G0392^!y)Kma zqCiRN5D{+72N>9KY9nA-k;&_c@d7unpSZ9X*mdNXFio&N1=hIJAO*2BB9f(>(z*>?$14PkseZMpHaSHBu|9DSI^8paUH z1>7W%&HR>E#ZR>C*C;27caNWh2#)-?81NwC3$IAKSI#+aY{QJv$}yU{ti8#sZ+(7{ z+pn=r5X<`B=dKkt-D>m_#hy#ltMD1}(yp9^9)8~t!zJ2%To$K|s}-Z=%>FGh;e+A= zS08rRlf3QvaZW~JnuY8BmQ0(vn*r-0ks7_*ARMWFQ>NZRf4^*HM(43Y3?RT!Xtb7& ze`5})NZY~CGb<^(P59DDXh+f6aW?o>&+U&XR#4zjkTwb+$rg!H=G+PRghBsPkm00u zf;9hU@u}tJZ5KLHy2{$-g)x2b@;6wz=&usB6S_C}RGWhtZ7ufcZ`!X0t|VpOo@GYVCO0pXvVGb`IiW`z zDLicUE?&SnY$w8;bj<|x$>6LHUyt{Awt0a0Ta(6^VQd=(xwl9jo1gRB6-W-{XnXs) z-w&EQP0LHalMg4;=c5@uM3FCj_q^|P$i3X}cMK>@I=yqAgiM~Kri?W$GM(3!4@q$t zpp-04>$)Ha|3<*MDMSm}%T>)3vf^B3t~BjjW_{D{)qT7CPGGVMOflv}hC_0jzr%Y* zThxrREl`$%k^}q)=0-Kd-E7Ywj@oJ zO)b&j(NV%UY_bv0K>VZnzPFTQ=0H~Pi@FbWeym5?1#i<1s#afIx)X=cm z>CPD?eEK7ag&0`4E@pILYt=`Hc2O>*JMrV*YqB))nF^32k;Rj}ye5|+fGvr|YgBXZ z72i%S==+QdClC#piw{o}*NhNtn)v#Z?jw)uRkCEm*7k)zK%kw&F6#LH6^5Fwl*o7f znkae<)aF7FLw2~GX;Cm9n!A(<^Y3x)*+J~Ww0#?G_rpu8HhX31TLL4YC*tLzg`ET14T-H2z@nF^cr)`w?DETm$L5m@7Iky_l|OP3ch z6zS~x* zx&B3a-JtK{GL~|0mWE_D+M(tMbhIms$EB>#Pa%FDl(xV^P~>U2F+zSDTZ50*QrO&= z0;{IQDqZQj{UtM2!>h4&KfV3DH*-VG#NyWW{O)J%MATjc#1tAKggMuZ`*RmnvY-PY zcL|sKtni;1EyM_l1Z;?RQgCPzu;n5hflMiBJiw$j+XcP_WWp2WI(uPw%*{3U503-DZv< zFL&+uyV?o3jjwj`FLxEWxdS*>1Z_%ty0M9`@1mv-gDE4cEw}uVDqTc{jlgSKtXZaS zq#lLhw1@VmkUqnii0O2HfSvMToAbcxfvp#!q(4@}*7VW+r@x~I)36lURwdC=IaqQ= z<$Df-rX5))xzhJOZAp#tdhuK0bmnz`=Oi6oHn`8m%ojJFTLo=WHPJ3klEHwn!Su28 zA(Gs|^t)S?uPeyH{!|9GO?QKjF-&;Vzors>bh) z+m{}xCmCQv7xPzO-47gB*JSPBH`O@8$RheH=eHrlct&if3tL=mlY9o#8O@#v*-bcf za{k7l5z!PH6nNygqIESw%Emb8RF>yWDr435L-5V58UApy_B`cn*A_!@C?;l$-H4z^ z(?M*kWLr9&OP<-a3f-ydK}O!Svt1Bwv|#@bFv4Is*(NiL>``tPofzr%i0GM+0Ir8O zw49+>hb-13z{luT6g{K>A_rgpYMlU+M&HzJ6Eih|h=ijGPGvsv<8Vk5Rb9r?a@cyC zDk+8QX>)@o2%D;sz-u=P+}mmkEGmoye14BV&F>yFa=^R{R;0=NSi6lr3aGh|5J7^c z1vnrsFe0lDM9V=IPHUZ<g22T-N4Yn0KZdWJCh9NCf zYghy=kl2lNRn?EIUiX>N_@7f!cNCVzc`?NBZ11?FUJQ+XQxe}ESC;&xEh{$nVO5m3 zI^*4GZRkLs;fEu-_jMNnO*>-NL}4s}J50Di6=t%lMY1XWg(^J-gpy=+P`aNpPvPVF z)m(2W(WUZUCS`_ux^ z*d##H)o5#QMuDLYL-9n^$ZPYVqg}$^P&%~kugX30AJZDJqS9JKlaR9uUtk3VeBt0t z8ZqW0v00Kdov?WSvDD$7rddmWL>4zsgMR3mb&{4S?}tm>LZN)36EVO3Q*}Asa__dG zPK$3X=Os7@qs@- znzF1|?u3KIgzv7p-ZVzeZ%S;T?6*;}tT#r{E)(R-6ftvJm_1x%sOjqQa;qd9CMA=> zDlGh0b^FxF0g`4HbL~&B;vPqjzC5nZkOg)m)|N^zFFzp<9QWd-pB+^Cn>HX}IQyBt zx~&adF@W0?&(&k((osa3sM5#%a}2^l`e|RpX^9YJLME}R5sD829FL!U;~@S-+QIn= zVY*6-O#7KRCzgr&I{~O8rz}F$7$@zdnH*rm{Hg=6Jvp=1aj6lB85D`IG@PID1{lX- zQ11BkP|&^5F$5#|D+il>XLxkFCnZQzft19fy=QDpI0lj9rT2k_c4#ZSZlTaMJy?mc zBnL0NA8d+L9~ z=zL{vCgbnf|6>A+2LG!9$vgTa|BoL0-t>P(C_VZAATPuJAWX@Z^go{QCR)yaE4?Je z_&4_!I%gqQ`#0d8PEi?*l==e?5*qVUP{sqp(};l39#RnBgnl12)F(<72V2Hz9MWiu}@oRrs5D~?@x9PkkYm02dACq zF3)0R09!!BehbPD^Xmfj4lb~>>Ne%5-luu$TJRXlzElmY`)KN3kcxPFS`d(+%SFkR z-WW!?teL-uIge-r0wi-|eW<k2;TPj^9 z$uB3t(W+betM4oAOGYQlXNW5?=d6HiJ;?V;gx8ifP?*8W_rp5SxJv8rFsm1(ZV z+M@cmgsAk*l(jN5BAlI@dSArkPua*c{duUTViHVJCw?p@^BVhXaQxT4 z$rq}{ZIKLLM!WhOGVR9qDR@Plv-?cFQp=Q;X>&+(n&hw!2L$-HbuMi()fq4MV9W#c zH9vu^f;{x?CM*ntGHrX}r&ahJZwn&oHffFjJYDuDEx(3n@pm^y9y;Q`fCAOSs=2f?lPG~=6w2=pg>x56V~YE|oQGsI zqRP2#hwE)$HT~9~Af?w+gC?8 zSI)}0>uIiAa^_+53Yx~m?U+^{ER?}`L6W78BW>~qOwnkzrp2=-$R1W-2 z}xl%fr61(?LT?wd)=%1A>t*3C_w=<*kf<7oQ`kel<{Pn%+2 zIkc?W#*H?9oKT_vQgVpFy^$x(Oh;F`SOO`F#AQWDSvNf-{+tLCZ$rCeT=`p0_w;J) zDOfgG+N>4>;fL-s6Ng3twPO8HMBTDyKZ=%`2gu&7h!;FvuVhk##WXDs0i*Zb>`8dJd}qrt^XtmwUKVb=9_wPGIoZcHsBY}dZAHZR zH#h7i4k%$tZBCU4intuIQjI4U9q}=KLIO2~1eB1^PA1Y9i^I=cMOuK6UR~`rBh7y@ zGADJQjCk~_=6;gmrn-NQ7L z$>;CfWy;~=8A}SC)Th;T-FB*|$ufRjgquXoT;Ag;v`Z$6Ee*8w78>RC7C0rVW^8eN&p9J}jPx-Al{HQYGM)Odbb>a0Jy35;O!0Co_%{pnM;mzE_hYH*i|F;h z1;+@CTHt$0Yk-jwT*?3H#`S6Hg|!__>-qzK$A{>UL^O(}3zqXez>{3hDgH8Nq!eVE z*KI}UcicX%*;_i9-VYmU^o$4P`5jgcw2n2BDtR;sX}N>dE8X^FzNJ^hXr)Jt?5BB8 zS{A;F*E1GYCB#$q-c+d=(`voSlBMlyM43Z%cmJ_hi^+#z`lY`rtU_5k9V13y>*kFJ z9ru25mX~=%zwAoI7*PErVCi*`b-3p|Q`|61rorl7;TW&40;;CqVRe650@DIWvH&0S zuCz{Hy&P^PkzdE?-eRl6S;|$dE-*;~XU^`MSjt#^tH9Ac#IU3qDYHJDs&8^F3DN`1 z4SbrR?ma;F{(Gf&{p6*pb3LsnXDv(>8*y4izUxLv-bQa{U53EZwHB3uoYgs%3jJKA zNA>+F7`9Z3<&v|13h0X0W;=gHtbnQH%8%s11MZxS>etV443^_Hf7n@hZ%4RCK`ohyQkK4Qv70MqJv5N=c;Q#JwEME8o&&U%N-c@Hp$4>DUAEX_{n z>!>Of{(=$n{#E5CBZ^$WZkZL5wA@0`WD^DWEtjq7Uj2V;y=7D!YqSLzq;U_f9Uy@K z!QI`0y99R$F2QNsCAhm=kl^kRf=hzCyE{|dd*6FAYt6r1r_cGSDH^(D%Y~&JGC5$* zj6?h@N*9%cP5d7NXF3mew##XJ!24OVtNO5TW_-kuHNnUXG*A<*DuNd}@$Uex66zDt ze*7&!eq5UV0G=Qja(2?Or}z9^_2lvhSf1niAe4mAT=T%C)Z zhBHwoJ#~VRG{Gp(*XZTk-f~x$v3a-}^VJP{qC+28r-v4BgU)sA+@%=^QhjxUPI-D= zQSsG9+H7k;fs5V!)kQj8kxXRkkNH0?(vn^%2}VyUugzm9S}nUZmqnZ zx>^#m(Z@aqP{6H~K}wMWqT7ijTdzCP#mM-}9d4P9;nwT^8+A}R6__$#K#=h)@;x-5 z>0pQHYUQX$Fjjk`i4uUej|pTV#0&|VL+QMQd;?)j!v71tqu#n(&5m< zmV(ua$a+>>uex!6UqbNuZOo|PE(QNQeH~c}9cIi~9qm|km0_<=PrG*F4F+aj(3JSm z1k6C)^Hi-o`L)?w#%KjNksPsMk)TPMY^NZ<+&95Lj}_(*$Of}KyR;~%nFrK%-(GK6 zaz1ejZ~sB^>gLx#rIME@Cg!2JM0}8EOTQ=1aX2g9=- zK5ZbAVKn!d`oTb`H179F=h`P*Ra&JE_P8aDqO5TGzMHiQ)tKkUq2@@dN#*T1B%QHD zi!Vu;%pGdG?&mUA@Ma19@pnIk=i)5p;SovRrs&aHQf;PQ3;EU6Pjhz_kAE;u12$S; zHwLZZ0>#qzB8(PYipn{Rj`Vyw->OQ<+?(6E9CT0_iZdN3T%M`d*RCJGUkWyP0 z_$3t@N_({1a?8b+zXDPW@0qm<-B_=omLnM0P}tyxS%EW~o~h>Bx^?)79__g)LQoN# z253Bv49&K}$B;ajBdm)9>CxN%+ktzYIgWZ7@cS)7L>-JKjGLPx0C>|elJ(LRy7uB4 zS&H*LYZX`W)>n+=U6@_p-=Nv*P#EG2^%Ed4(*hV05tbDMqAggt7>k5^>M}otffe}w z;;Mh^{xBWOj(Xh59E81j!&i2!4g?Z2jx#^-U~~_h<*PSRuHudHdnEA?zy;~Fl+FG^f4vDd zmXjhSB)?431%zcp36Ts6Ggbu?MD${Ymb_*Lj7p-!Hoj&9u!=KdNEJ&;Z<6craJ)+) zoJitLv^zK|R3>+69rc@Cuy4F_nRizFw~9kC~B9;anIiae7eoSbsC%;BCRliE32k>l~{qFNTXY+Wm({ zf4{$6IX1vQj?o241J4yRGmMxx-M?C~b2?I!>ZMl_Pd-n|B#*1YD|Uh>>udj-g`aGE zp@Wr*9qnhV!?Yjo91cnpD7(U77d}{rOuM(P2H;K~tLQ_=<1xFi~WfI5V9C*X}ggS_9y(0vEhKtFu#LN;HrhnWDKS1=KOX0fc&5-3t+(Z)MM;N+KhFG zpg0KQn6F1y?ZK2o&1dWKM|&Y--5|R|I-_#RG!k`0|JOYlllkle`bJ5Djt+RV;lCVK z)$R}ocdtL3&z`Uuc}f&C;Q_0+j9!IgVcQ!q3hc|FFyr}i>Ij+YJ*=J7kJsEFAoQ-2 zDBUU?ZnjdA?s2pYAy_)E!cY7zgJ?nZw-{lh^6Bbm8wSL`;`%pDx$Y0kH*yG}Ld{y? zzkbY?>Q4@x3Boz1NFn!D$I=xLwKt+!;S4HKXiCp%&Lunj3tcts31(?x3%*Q=<9Q$} zCW?#6dN|4w=^TC%)g&zI+=kH@DGB|1{Oia141V|2o_PTDg*D&{rY4jr)?ik&ZKAAh zfU~Jt=k8+pr5*#X{ty~FTmhUE>{6Wt!t-EtbFl>d)VMmp$pVgWw!HIP6`QBvI=(7Zu#nBV3R+gA7Sdm}Xb@7smbyyuv62G2kp;3Ermd$48pUVrpk=dgs+y~r!?jTUM8jsDL5aCFj8QIUCt=j!B$^~o>B3xl&lPEq<71ub~a!K0K zcBLNIU2l=U!nnG}KHd&r4)`hXXyXHYYbxJUZ|(RTH}3rAg4fcFr%Bse^lC6p$k)kw z@u$+};ODeeFS-H5V2gu4K2G-GRDiiZ_$wXW>sMdDU<{{Ph#;?zAUEQr>{;^F!Wt?6 zUpZ(mWkyy-LJ)LYoZtZaS8c*jaiQw1DzBy}ImaLtr50&@rWWa9)kiR9a-kYLG_}bT*5l?X2(~sT&8Kn+Fx&uFcZl zt^t&#FN8~(911qLO*qU{igAceQql4OK|XQK_~bE za-2~bUmBe3`Ot=h7lltm@|4qX*8UKqbx-u!MfgdeFFSeLr4>iNdrbiYQZ;ai_B~W+ zIl=jVsQN_Wig7`DpAfgCy2eY3wt-)Cu;V6f$DxqElUjLvG+N0UAnyUIwh)@Y4ZOKvW!$qqs|s#g^^H**ID)fDW&Npp zI`dr+?OwBPxMYjAs9MS&5Zn+(M=8ge1B*K(heqEE?7MnN(x&x-+21!=sBpW8ai;e` zh)qAE3{*|5 zo6&-)Fh!ZiKqMU+vm|&3sJjwZwang=olQ0E3d^Ic(50L|62U+lq{#Jo;W_U;?DIn# zKxDQyFq})YyQoCAac(nDI3Jt@$aU>SHHwwrKkz@pLJd8PH&0OW@*8>#Mp)k2;+c6y zMz9i7Wgow~A&7CF{z6Sr_UMAL@Py<_1U(RA6UXSD?oG~`vCtd`f1B~qTao}Ii{Osn z!BQ6_{uC(*SS~hWw|SbV!A)Oqnry7fS3KB&OKv`6`B;^)kGD=z#JOGp8;sL9{q(*< zr6^Ano?#L0YJGbM{3Mb`%AS7iFC)H!x1S>RA6_@~Rsjjpui_|PG3lRv+7Yq3;j6Kw^TV!H5PzYdf0+z2XIbaO0KVDW@cpp~+%<2N{!Y`# z!GCsfx6sHH_IjEY6x5(mj`T@EFy4f~+77dozGp~Kya;;am!!>W31(2t%ZwFxcbWW5 zODbvnd231y1AX#vmt`G*x~FU3=|%G}2bzij2EiNuX^p%wHRGu#t;i?c(kAjj=r;2Ytj~}4yZ{aU*4+J0hdW04EJvy$eV6#to3o; zFvdHOFSsH`0(%^SYET%Yomb`LBVlnF2YSbzgoj3l_UP!57 zfI0v+cU9*zd04Axfp|VTl9pf2D^pCIdT>Bj3`oC(%K>X!0U@E*BC6Q25)%lZ z(N1|Bu~dPQk_~^q^jH<_L;qJIGGU8Mxb(N;DOW@(KTF2>5f0;e-AAv6wWT?VZOrXnvSjhZgsH zyHRia5*!JHzOaePiiXio4uB%VNeeRAWLk||7PaSU3Ch`F;xzC@H$p=NOvo9#-;niV zhn{b~ejF|#xym0b>pr?=8)*QW>C@)pPxKSx`B93Pz zZ4Dm$D3RT7?(dg(n%WnY?kf-8$PyRkfauxXysI7U+h`2=MWJ^l1!CV|e>NH>*{h1n zpB9bmaBqrt?*{zPJu`r6#+a5P7TloLXX9Z%mvpfsPC<-cKb5)Ye5gMq(V7VIWGc>}q$2 z6^`g}`!iG3+u6i^^k~LlF2R6CglXGfvZ7y+FZy1?Q6EDpt5oTEjW)dehtHk0F#Yb3 zB)+ZM{?h!r!*;E!!gYV|-Dh}lW@VI;wZd6>f}D_qe?XhyDt(QpbwJe*hBtuo!& z!iXMM1~ZjuMc&!w2%c5Oy6?bRi2b0MT+xV>SB-33{M00b5ee3XArI#16PCcoF+MRr zW-7LQ_E;JTT~RtL%s=x{*B7%4H0x9uD(E!bAN`f9?B4D%``kH8XT^PB6m7TO%j4QL zHx%GW9o36AeP-+V7;2Q~U^`F3d#<_oG2AH0!IscOoIjGM;7n>IxbPE2)qEV0&|!&6(gXw?q-QZxq0z5uSucm!XDmJ@(lLRH;5wjKg_x3g!_6cf9k| zSjk;>D7%EADbcW76H?Typ#&5}p;Aw8U@p}0*tX>}u`|hqG+7Y>2b1sUEaSx{(6U`) znJyX>@?e8V8@$XT_U>R!<2(Jf@c@=W27mH2CG+WAr)Jhc*GLC1p^4(9!jVWztOtKM zfa?HkBr|3($w1Gtfa-+iV;<&KlM*FffcZM-_MfmrOUpkg$0eV9_oE(iNYAUBX zn`yf#8+G{l^NkImkrsbA+HkI1u&|NLFFhEbyJ!Vi`WMv?K=i;ddCkquo5pQ$7oaw&$`@Wc;dZI<&t#wX%e@FH4MyW^e&&mUK$jgFTx&!3{E-y0s>E3ko-L+#1`?*3TXc zqt5!^b}t67aXj8fat{pqo5Mmkk=G?&%@qbd|Fkeb;l^IKliw6l_|Ox`!dIs_I9DI| z>>TZ|nwiAUHc5Pka-I}C(V2J_^_E}nQo4hM$^BMlsF%rZK_-jPK1vZIvVWp84&umv zW4`&;GVeW*cAFX%F zzml^@2Jc;teXLmb^@t+j=#}>_9<|FRzA@hsa?X$2@9ubWnmyYosr4Dmw6p&GJEiGN zGF+N5g2Z-x231?tN+e+OI(@t6dJf@HdnRkP)-S32qkgn^N`nru0qJ73|-Y zL<29J{r1dxaMy z&vi%(97h!Z6?>cK(PE>f3NO&^8rF$O)P3_QFd zffSKPL3^~_AcOXv)9`@jmuN^3#)KWYB}ycN&pGrB>?>_AD(7rVUUxN95MWNG7@2$C z#o;wlVPpu7H%;H3Q!&`R@+Ld|EeQ3VH$lfxuu)UuJqGy(gnF4t_`W5QY7+wnggRRH zh{q=h(Ii$SFjSCdin05Q=;ykNYTNnQZRYRPg3JVnPpt1K&Y%GqYfP&h{VowDU~f)< z$c&E$@8xfd4F;~9S- zS}oH4DLD)i5pe~Vy+L?Om!PZj{*Q8JRqIo=^4*N8Hy`M7_<)QjL0_j}PPwzP^`%;w zU{=+I541Uq4CYBN)OkOrtUt>(R37e~{7K9E*?4W$+ZPko-#anSJ*Xmyar@-KI!37v z_Y^Z#=_xd02?l|xAS`2!g0-Mop0xJ^hNMA`)J$6~7&`doDZ6F0^JA`;Teo{CREG*K z*`+Qfb11HPbl1H9GM(^;3Ftj04fpXDv0}<*jPmhLijQK_VK%Z2Aj1~W>Rt|9?ILJ&{E5q-=~OH;+tv( zzq=-GUXF5@9Mi>YX1wP*DNbst&0d_)v_Jjser4H#j4ff-CuHmWxoy5fcLiFHzTKI` zi5vg3(L|ZDIs%FmwP?qd5ipeA_^l?rwb_MlLJ zr`+K1wU7xmu$4V)y7oV3ulsy{4K3TeGGh9CT z5z(4pUKFH9l7sjO`;oCcrle?X@QYS<3=ysIz7;2P5-#;-KT?W2QPll*9g?L(Bo4t9 zkWMIL7D!Iysip`aR?NNDu~XATR7Bh_#=5%7$A-&y6jVSYiB)}|0mt@pGLDe|Ehz(- zp20#yarUB0M}QW!3T@XIxHnx2QV(7&gGo)nkD}AD*MLGx3^b=OO3na2MR%VH(J&;+eApYaZ{_t}05drsisk z4u0j{OZ?#J#?U^$NP@F;bS6iu=wV&i;x73$6Utf#Hx=8_2wSAVnp#b-WG)nhI{L$$ z%}B?1yaDn0hGCs3E4^5K)Gll&3$V*1L0-9?o%|rSJ|A~t8{v*9`tsyI9j+ z;wZDU5^(~Kx@cj@!u5GEvv`K@y|NLgm3{A<^A_%2urOflt30BrXzcal+s5~C8H zyGwyKpXEhZZkE(&yri+2=`L-c;cAOPn0AoIhUw=6c*=9C_VlVG`)Y;6!}E}TfOVyg zmNyfLev~^ zxsSx;{^IxADFG1jcg)2_Ot1!mZuVqWskY1eWI(!7XWCz{Qj2!C!WDGb<P@piEcY}_lw2E9wm3RRqvO#8MI!CFD+gv#G1c@2Q_%c(ihugD$BQN94n!> zH#z9OG#Z~bPHJ~ha}wuY!ik9(jpBethECK~*kh;?mhaVs7$qGHt3sOkfn9NBP*T;u z2b_sg64T|rzvY1fzA}m3`d6>L&*|$QQuADwo}weF@!_8-Z)7D-QjMopl2DoX`jL_CO}PTO4l zGDQtnd>EQ6;S+0n`kr5{B6J@7);Qop`x!^v&7U+*WaHN!$dfCjD5kz>I0@vcoM~^@ zTqK{sQ1K?11uegsu@K z{Ou>V=d2g}WYN0oh8?FcPM|{`mN zV9^tIU`E>iiWR}*6U9-9dge?gd7ubCGI_ae4XREiM)or>r0Z|dzyMfcgKIZ@625tO zt9JbmVsAZXSWc~b>lnBqwDs3RJlxs?SrIv9qiGteiM&N&RVO^$(Pp5w`t> zSsTS^f7h2x*%9D$;ELND*v=y~F(QV#IvuOGo>HG3WOaB`PEhJRScrN52|WOwlm*AS zT1Q=;WqS}N=rp+4Mql!M9p{TglGbi%kZ5k_khD@{vIt+a_}fDMl^=8AQzC9Ke>eBKSX<@_S< zmUIlrV+f9Gh}ozc2Z;jb(Q$&~W7Vt}Zczx_SR_p5lao_dGM-+y`sN`*WoGWpnSZ6^ z*RW5DWVkILzn_E3ja3N= zVGYTagcTDu`jx_uNm*TOy1gC|Q}8)CWBOBK>6diO8Yjfs*z|6i1lLF!J@jz{&4tEt zS;i=}*=H%9i#d}c@ftK_6M8v>zjPses~Q+6XLmbPk>8``Q8Vnb)A2=K!+}`)Az_9g z@`3^uFdm#llnopp5#^LbdOdcf<}~P>1cpyK?behPcB`{}L*QR&Y25Fb4(V@lEJhw3 zB`CatTbRBOqt?Wt!=mQthqr84kAK3*L=nxhnp|aKPk!*)QuHw^dkLVxhxg9AsgQWe zsCw?{0#8JiNiVWiSnQFTQnZC@OE1=u7Z!vkM*>uAYI{HM2gPxGJ24k&f29{_XGT`Ho3EuWiI4Z+bmZ z#pjb5xy%SRNuP~LLOl2Y@%nTw^gUhHC_8&W^AT3KN%h9kejTIVb7~!SYlrys4LMGwh{VJ)tC#n2cNnOO7 zIWaEhD{#oGKVnf^3j^Z+XW^2BmYkpAQ}m|s?$O&tZgN_gS+lYcA0`Hg4?%s5Z zjp(@3A+O|WzP-+g<^)p>C^Iy2(!%9q8O`n`V`dAxkEgLsqc3lyXp+L3mCH+V3om=W;>tSoX(_xlT0B^MRVLK9Iu zjJxiD*y7yMW30ap`O&a@)-)3#8v<=bz|I>viFQ7h8D1y$3%b+n3Yvd$o74-6Z54Y< zpjY}sCJTPjNytpeDd5)t1eU#xg)WvxyWV}sC@+$fz443y~j&Ia}cNbSTyKU zNbt9EWHg$>_I}I=7>~ieZwf+Jue4f8Vj47`aHBV9hoy`XT?Fe~1?w}PiB+s#Ry*@u zNVs2M{Ez#q4CsQO28==h8Dxa);hKiM1bqevF@wROfSG@JWBT>qHSTLGR={1lpEIT> z6(xTQqJOrDhjFX&ryN zw4IBp{$Hb$)C|5O9^*D;e=kv~MMM+w>kR$5W0GJwbbtO9pAb<1YyTHegw%qEVQfy` z>%4`Ry#Cunpce^0j(ryP`Z2jbxeO?q$kNs9jSFHkemJ5)bPxsp_Hh_Le4<3OYy_0J z0Q^dcxPJmjZUI;UR8RkfN1h1#uMig)(?Zy<{1<-GMsObkw7fv|t2To7_}uHV6+m&~ z-{KJfWdZ0ewC1H8=sJmfjQP3sh-#;sELUhcl2O>`w*}5bGBGOnq!BI0h}Bexl{y#$ zC6a50I;1~eA|>=|nk(6jz{KqY-|k2J_+O`}v@FV z7xCj~%$Q%o6k~sI(1X&*93cEgR;_FtVK=8s?9H$@RkTC*K35M-Mq@l0Ji0m_!+&aL{-6!Hv%CYy64oL^sCG$-JU7vTb` z?arLgev!#JprIdnXr}I8`sGVUEkQ&wU)v>1H<3v=H=0;y_CQhz5jijtyh-92x(f3Y zX1kpw-33x|42@{9w2rI4?ZV47V@0(##;~KdkJsO4<9HUt3)@xNS@l{JMK}Q5-h1-?YRw*0njQ8rYue9>spbA9?Qv^JB+n>Z#n(JuyR$;?fqV)*^DVT2{&; z@5uY90BR3Z2Bh$KE(Du5&eN9@rYi;oXRz{(u$({q72JHw3Zxtf><{tX7L2~(iTPet z$bvCWvU}kTkA(wxoI)KzOix^aE5$qddr$irn)^1Ni@Qp{u_PB&A9Co&sKS$*5Dg*G z4-&9r`>_ETlQH58`i<2exiex{?cm+}R$|MMC?jJrev;q}(Ft~21mhw)5sNlcgtC6`gyW4W5n%dg3_lbJFEQ*6@Iem zagWrqTs=RKCkr7v_Tn8{`PfH=@2|hQ!z{}E6?9Y9H&xK6S-uf5c@_U`o`1d<;}Qn% z{pp73z0W|QyufD)e9kdW6?PIge7T`SQ}2^J>E|e}Onrr#zIjbDnuL02{P^`BaN{Q% z(wSuUAnbVc)8(aL@w_5%1zn|?%f0OM!^_`2bbyXJg?8QUM64C|E3pF55O^WDo;fR5 zJ)7YKP*4*m8{0eV;YO)qpwXkT-K(l-x|<4drguYzNC%Q^)&_Un2PWpwk(iMYUM*ko z1E7`p&={8#zCne_Q8RX}!%m@!30*nZmsC!;*37^Vg5c{EIT2`BY$wnCYgheDFJy2YBdkN?=45NfNaz}{t+eN5BYGQAYE+)-EM^)RI5%~rFqM~Fl#C}e?}CUCzLvfSYm z?G;K+T`|$sIL3OH6jZ=~zT0ULI_8D%`sc>Bb=T)9>BWlW>D(7?OTAQ6!hDT-uuAAI z0jbZG!~JEL@9GnRbd^ea+rq?y`fP!%kb+BrpSk&C6Oy2UT%LnDF`{S}C^Yeqm?lUr zk~?pmXX!Cxz2vt4`}3HqmYqd`7*DWejWUINRY?E3`RdtYf8w(|E0T?5-RX{k*!8i@ ziC&X!M^yi&`Kl|kNQ5{9wxCZW7^z3uXw0uwy2S=9A+V@F6VxE4#o|~@&C7N@g1!ew zi$a4qMnMyS6^iM}8!OboRPy4;d%;52h2B=lCp;T0s|$f2vht zvA_cGyq??N9X2ui)%QS&@RGSh<&FzkKV~-j=9EngAeH%l_mm*lBM)Y0@D=)-u&k5x zE!Y-#N2;B+JNfdt%8*KE&kW}D^}DNJn63iYcVXb7!Mvko zn;EX^3EEMts?*;{`WWGp2SZqzb^85GZLZ$>;Bfj#G2|fPDUTg^(D&U*$vXXE`=XyZ zX_hvhH^%*#1~ObskAkq9S&=>^JIa*J3Q)%gC4KW}04vO={v^WMokVcL`x0mF|0fuU zi;(ljGWu|tDC{I@^-H#bWIalOsvuL4pBv~&&W!r2x}XIL$Pt+^)7w{RT!Z)vf)fpF z?$#bWbuIL;A$79R_~j)`ydsndGxi9JxyL<}bd@hNKGFvwR{p0q1%B$c;yX@xA_r6G z3c1kI%-AwKyWaOuVd{d2L4MXPCiP!&tcgYyV!k$v)K~a@?ZHPHov@)7BN-2?*0Am z6f+A3A!Rog_3?6+-;)l0g_DPs`kH2m1*jldlfODbHKUZDt&mcsYg+t_GPn|5aFU0s z%l?75xc|aPuEhHPgKCE<|1?B$xlH!sB^arL1_&ML=$Y&Q9=NJqIn%(p3>L@#lq*^O zx17r`53s{kyQ=$%!^2S*RiY|>hy?@PE-DM-1wmYR<-b?7`Os@&={QT>}f9OJyZXPV9bay z&&DnWE`ydd11CFrh6Pl%7tZM-4I(AOhboHM>|Fpz904?6AK+8&% zPgj@4sQ(ngkP=nX^Zt@MpAhh&b&5tSBQtIMeL!II7B$q%fG8?&VE@IXDN4QIzDUX; zgDT)_xBW7SDj|BF+TlygII{uq<&Fe(+v{ifoBo8&)(%YCje=(_e^=n!W!0#o7C(87 ztkp!q6Pkf*B(E9(m;S%-2-^SE8&OV5qmFRyjjQ>)q;Qs1Nwj~A4;nK5eVdp5TjLZ5 z4_nTV6;7CTcq|awXRE;*`rIU+8)t5`tk5q1{z~);J;oUPO>*?0Fh-x&_f$chrZPia z?g^%b*6viZAb3B^MedI1?Ur)4Cf$A{DkXw(V|$j^>(f(MJF%QbVds1D51e{X#LFdKHiZ2ZyJ$li0P zmk_ifd+sKt%lFW5xYU|Ea54NnfPb}MRu{Rx#7ha4g_lj5L9yZ4(sZIHp*t?hY5^OI za?ab5)aQXNBAD_vMnP1?0g#6U%#c?fC^;V-e09ag+zH8M)UwRmmLlT(u(* zBj?SALXLS(7q#S5oU%X^P8blWf!(PuK48H=F?~FXB+T)_>0TvBau>9Kz{gYO0?n*C zLyB_~Y)pCim;Tk298p|Y?^rGN&y%bvAaTr*Hz3c!{U?JZm_INy;J(?@?4@wM=3bI+ zC9tI7<)%t4#Fz;y9}^izN=oJfMGi%-^z=;`0_H!q{LQa4@V$t93M|!vc3Tr6${|Ut z*g+oZ-4gB&+{dD68KH;K|lKQ z9BiTF-vt;mV)0T5+}7$w3A&34&sE6Ht=i#8seq-#{dOpY#nx{m%{%6NdV_!f#UQVa zEI0v@*+~>pl^-7J#%r4)+3{%A+^62^XyO5Ed@z`ZF6xr^UEfKOD=;l{ehN>Zt6geX zMq=zaMa&kIdsrdZi3Y__$wJz^vztc3RNzRQ< zCQybpUs)zmt8bj(b)?eM%(c;m0FMEA%XP3TJ#eO_xj$2^&(bIAs*5F5*OI@pJTlyJ zR;B(v8Wu1XqVY`!CoI2~e2oPVb(I3?VK|7D??UKjL27~Id*zaLm_k7Ifw~$H)Dm2V zko#)rkMusn5tW`Iq>>#0yVb*+z+iqa0wqDy3^3D%osu&%E*=5Q!y(LwEn(L?dKf~A^1!;z z41n1|NS~MV@y`ZzRktx^?@T&oZ$ZW`S;gD^%9X zqVV=I*}Jt3!Gq1DHGl|p|S0&d$J7WC3|&PfMPN_LL)wv#IHf_Sr-k}b<4x6X>O zih0XQH%-r#6o+T=r>a$$*ww_0w3Y5d>U_iOpXuO7!fMFxq{yikirLFGnGDH0h}FXe z+$cW0Z)xuuh;C%Uju^6Gj=#bh_TFbeb$?m9 z?$~AU;-!ikLwtw%^PrfzL1_nwY6#o?l&CEs)|5a<#V@E(QleIFZ%cnSc}H|f-v02C zdvS9XK`8+X`o7;sm;zR2@5~pzLQw!=cG(W)&69 zo#k4?$;olGB*b!NxK?uH`BjzGIyj!ZEfzw=Ie~x8IEFKt6zd2bDql6da9{)EB`Jt$ zO6nhMlRVx-hlhnGmY44*eCzJ&K%T{(5|z^_Tlf9JsEv)GSaKakQ&!8Yjg6^T`U)MN z2i`?nke6NSp0Q(o38ljNd!@{fg>*K0M+U!Lu-~_@iTV1EJhYKB$61v(7JsADw!aUm zq83`hi1>D>@%9@V4H^P63$bzXzIVBx^<|2Ty3l#moP>j5rl01D?L3s zab}>&FqrksG?LvxQAa3%gEN-YHoO<%vjI&8BAt$?;)Hg>;-u(SiHb*Ar92!zv3D+n z&YfK|a`HDF62NKC-4tuI5=sN>ujz705<f0noFA@qun}r%ZVlgHAR}Xl71*RhQ_cq z6y2}|8lkK@l*&2Gsd?@R>Rok|RlkGfy3@{+#AhS|j)*OQ^R?&?MhyDZ=MYA`kCTOD zwGoEGK?3(xtprM^s$@xY1$_nx!^qgkL|Tc2vA3 ze9F3KUk0k}-alGvV8LKTz91WV>%FA-FkSlKpBEj`#AU7HE~kxtEqc=4nbpR=#Aq;= ztqvhaQsB%J%nA(YMpnSj6I`RnE#}0FRPuIpfhv{ZU6?*Jfzgfao8ApFo@I^46+5#JnRGb!Rz#7GK-k0e zqk%@xvYX?&ojHeuUpU8?MX`=Rl*5@_fm4UF#uK`oxrg{)>NMs5f!0&nbsmcURzccz z?*Bnp?K;JO8xCQ#>jvchZD`l3>;Dg)Y1Z`tkWOFG<(6*VkgCQU_XqWZN8;418m2f@ zcukopR|PeW0rn4S4-Q=0>bI|mhXWV&7mg+?vPQfYQMmY47+oreZrCQYul7LsJm+}P0slwCQD;nXxC$kL$b~K$VHpI8^ zy7PGe@$#_Z14k!PGrqM}IY9AWr209)ek`|DVS?l8;+W$B+ov;DeodcU!c5iHkW*ZU z^Lr1Z3jW%(WMje3PEE)kk3EXCX9Bq!lNjyRcqa655$=YaIDKi{Y*vi?%I|QNxKMNJIJ)(M<%bFD`HYI#-5NZO z0PTspBlU2>WBamTJ9WDN8_RN^=A3)d{`==g><~lAoMOp>ND(M#v(|aDduHr#VF-01 zcGv^!Fp;W2&KrA{>$Jd91`(!@*uI9A)@~WYJA|-M#=oZrCr{ofEO#S6Ob?#(fBht_ z{Y^8AP!kXsHQmar%g5TP9XxN#Y&WzyXDJ9?^K$s&Ud}=xJoABlM&J3F-+(10^s84F zAGtbiPTF9Fq@h2997Dmgd5;v&%AD8 zYtlPg?yx@A;vgVttv-Z;#<#=p9z68={Vrj3N7TcrixsfH^a+nea^w4qJ!oWS?`n`} zklWTbd^dcI6f5FjX@Cd}O($kQ7dF`P^%^SBo!XU-?9Jti%@-O$3`<5d6|(WaD2u{R z+c3;Zca-IvjYzJ*cw;$3KQ~u-T*y?TqueS^pWT#YA1~cW5ZvbVhW}2rHL!y?`;I6| ztW^1ZnQRJT7u+q5J5h&3-dVX3SY!9P&JsEQyN%vXVD*#l|8{El11A^142M-;k>5wPDM= zHt}QI>LHD?#1dX3wcGW}PD>xJ*?!ydamRu_afaPyIEk(8Mwgq-cU9T8g$BQGjA-XX zWpT&I=>@HRt8q6>VXOC+q#>2k0!? z6SRlbPTrksL)Sk%#6HsezA!8Ghru6j?g|f1&(a;*#i;7tTK~jfUAwM%hU;1@7cJs_ zvvHH3g@@nPb{_PC>?O`Ad)eu?tC}t1HQKl#PXaG+Wiix)+xogzkTq*&FmI~78ZKTo zzy#C35&L3gAJPDEjl@CvmqC0|TU@3#WH`%g8*yqGq<*@=x>16tqdnV1#x|7xTz!nN zaldLLzb=bJne%;(2WTqR6QcXoPFA9)zV@63PR_PiS^oZTXAxU_J9mmK&k;OrZ(Y(! zso;3Ifl0JII?nubqoE42hd%MN1_7iUjhcg^#t-?Oalap|`8gQ}3ST$ke_I&?8!ZLl zoJhxZ{d=e+4~gsCEzsKR477Kvf^zcq89KPei9%$blq_71@;-edV;iND+feU)%C1^k zd+~#;NZY1G^;efY&-{rS(6@7UyqE0_{8h!bj}al(m3`6lQy<$LZG$*m1iL((Rcke# zte*?Fh*|^BqOOxhAYzIrO7RE%q&Y<08^4GnJrAHdDs~9u$Dw^Z@Bf>AX~{Y^_3mrB zk$tMav;BK>h=~vDXtk67Ax$Li=AVA9M0#7DMICkhd9p}Hx}~({!F*8V(*$r>SdZ8D zo1qt;&C@lh7tmv6^1!ty_vVO!7Gz%`+dwfQC_Pl>-rfBTY@RYBf*6pTxa(?>zC2!S zETWQU?-MAxH)TOv8d(X-%U&w5j}jaEjv6bD{Ndx{-mVyNvJs%a)jdt`+(TXBW>+C> zleg8op2PQ{70mO=jQ9y+XNa~KXX?9PN^_ApX^Cm4n_#-v8t=Z`2~=6gy*LkE`wb34 zM*Z48k8+L+L@-hNZkP3eZ6V|2NIf8T_KV--VGV-cA=$90Prs2u8U+0y*>I^FeQ+TS zKrTe~eT>9H6*RGoDd%$6=FoNR8~EBma@@ZR;!hpDU2)G}C*o(W4JTi;iNo#nCv~n3 z#{oD}Vm|%zy~93z_O!mVm}B9mSS44eJUAAb`7!Izh-PF2wq%8gdy~&P*h-y6U7lg} zwA$pa2@rt2meZdNH3&pAAfWn@LfhpfEEJ;D-Ll$db=eo%?xo9LX6@sk3}^B#fU+gk_pQ5~`M) zg_e5@<>+mhSHEM!J@i?rsD{>28qjP7#nU>24H|RSI~T4Sb!_%ooWkW;d*!`GQ4wm5?}et zn0vi}A$t^wTnRa>d6c0Jq!|-OF<#XMCvTEHzU*IC-lVA4y;Zvx>agm_VZr6W>~bwm{zGytsTTcOTMM zHz@TITEpubXKsm=o;RuDI)Xe^mL+estx}Nk=HM-gb!#1t~haMz8N4r z*!d@fpA598{!5B*dsspiSYibKlPvE9?^&q@bQch>_6HQ!=9p-SJi)u_IamR2hV&2y zzG5BV+4I4N#_|;YH5U!(!&PMoP`Q%Fh**CX=(pT@VMuo(0oK@QItf>5HzIW7q#*2lF)Q*8N8oBFPoZ;>+t~9;hE_-$+f`w!L z_|l(#+wIvI3l_H7s?aPB5z)wf2ZBVL`3hA6*xY$oDKyruZD=-zTETL2&jV0C@RYSG7gCRYz+&6${B9>`+i%;@EuS70$z%G~iD(MU4NN)v<$^886b)N4GPSOo2 z;>J{V5OdOr<1f3xk>kRga9o!muX-WJfjQx1LjDm(_I29tw}XNM`kjt6ae7W&&-cdEk!P0lhA$$jgeLAkdRLu@*RJ>W7Uxaz zE;bF-PV+-gZbU$860=}H%+l>6E<(e5ZpZCoawh*I_*+1&b?8xkwu0vNBioB#7H4xXGTyu}~CcwFHLBUQp{nIHWr~-X9NULl3uuD#YDLj1>-}PtRD9KjqI6pqQ?vd91bQl?GRuM)t!JW21 z(^k~Lf!&}*q^J(2Gi*)fB>CnyKJU@#A53D59tOHVW~q2t!nJqHh0Y3Q@okc{OAmFD z4w*M2+JKSs$MAWMio}WryR{-}US&h83Kl;T-`(1J8ASj(fHqM!^PmwW?5Q%>caIb2 zj`3{)u?y2qFn)YLCzl9Ge`!)!@?@eZKU64_{T!#F?w$-43;Q!IF;j5Ty@$jJ;7W!I zEabgp0^;U7x6c*q^`xIbFxp&dbA>fJT`BI%U;@p-VxE?^_iMZYxgtRkI9b^C!q7sIbj=nR7VcEKJZ2gi@F_4WI_%)Ta73D5$%?S}JG zC+R2B_q-lv>FfXWQm$GSuh}jEo;>>;I^CkR{@7wfHwqsKUoE%oAiC>`UX5?6+opsHS6Nndi#jQx6+CWugI z-<|({iHM*>;L!(y6IDTLm|{)DU_kCmR+?rfk!F%@4PAB0R4fE3ctg{MCF(4|v3~#2 z(~g<)g{J>S-;mO$l@rmf3@Z>Kbw|Y(&ZDKB?a;<^>kdk5oIHqDsB>bo&s$hp@YLpw z;010fsHj?iGi2d18aDc%joaW1ztD}$YJRshr#AVLpgR7sl9n*_a{l{!J^h9X)-I{2 zs(<(jz!FjM4=OO(=4@@BfqSdAw{@`l4f#8TN1?o%ta5xqY5{sB%pxU#Saq4$ctXBzB^kj&w%vPRH*Ps`=_mlAa^iZl!?dO z(suSTdv!2xhkM4{76+cr6~6oPitUb9`z{+aG;FwhgoMLezAh%K#`IBZg?T8xD>=;W zGnikH1RQ7>3eKw@oB2lkYPO7k@v6T8&7X!w`|kO=nf@f<(@ZbWO)*6(TZ%g7l_7EP z&QW#SQq!!mE0!%h&6N@YDxVE0FRz{w5@Ad4zVOS^;P0qxpi;IYe$9zO5!E5ANf8P# z8H_rS*N8Ig=Uy^jSpaUv#)?3Zx&2>iEDSX$lt5m&{RSl#x*8Zt*SS2OCv)yHch7Y1 z^h$adFeRz3tpBn`@$_@=k6hsj z(s&hHPC(1#e^m^IZ_$rD((0&tMZ19gxt}TOZD8-HI30phU0lKX#&>7jV`HWMgG%Dp zi<)PYAUSxv72tJ5n7%r1B<1!fwvymIsSGZv!!)thoum&O@+|+&blg<2*9&Nll0UBA z4D%_(rSL1i5?!u1w!sYEsc*1m&kAFG4@F69O3g?g4g+U$g1{z3=pL4eT!`woms2Y< za6wbgh&zUVSfX&PLgpX*+;JhO@Gw&0dNL)00Xtkge@%p4>65FCzHkl-*u~E+Pf7?6 z*1;6RdE6YRiZZkcqb^UEx%}#34>U{ZD4Oi;cD@rB5*d4RUm=qYLv^?r=mr#Q*P^(x zseRn_L)|&IT(~a^agc@azVc$9lS&uKY{v&-I@{Y`oN{jit(FAf*X58z>TByl_w**B z=JsE%%T?Kgjp4-rU9jM!E@vu9sIPu_@vMHBN}YZ`de|X~XE%5!4bOWp%X4sAkBp6C zI6f%`sPhCa#WW1Llv9Bk)hTiqwOu>=#qanUPMh0%ZVOL(xx<|wvCwIjZ^>8+|*3{aGypY~IKy3HgvFip)t^c$CjGy2kxYnsCcZ{^kgBq|8^lA_)Q7YSssNhb zsQuu3W~-kKIt;`+Q?N}p-C$(I*COQkIkh;4j!Qg<;Y2-x{n$i3Pf^Wxc$gcoxXbY4 zodMWp0DUs#?K-n4PH8;aX7F{1Fa@UOR(N5-mnnZ{p^uni)QtFsUfi`x4D&vZ8l9e^ zytg+&dD`~G?3fZtfU`B(QmplC!I38;&)rQI7AO&6#PrJzD{xO@>-|Y2YCVlaMLHG6 zXg5dDBKjt#p>g=3KL1;~i*&&kRrcS?$CA>h!cC}$-J{9EBvjbtfl^i~tzqfo@f|sq zGsE~?wOV8O@gxdAuwxt7k*uy7+{!ks?9-aPy72vkCJ$tHw*I)Io`pXq@J9G0q=o!g5J&B^~3=zjD(eEH}_T&L_CUB z6*%Pt#?xaTo#ro7D{#vR0;&Qucu+^Np-u4Q0di7@en3q_&m|VpYpAAB#TT{C;7|FS ziWoxO+|8fL*3A;^UMLLeUY>#dW&3Rh^lZp!Q%t%#?mK`>_V@FlaHo8}DK>gfE7=1* zIP{L?x30lol1LgE@?FYN^YzFFjTITpU#FO6l-1K|>UQAyi#*07ulxcc>Q3GJF8=&0 z^T;UOkTc7t`v*NPeGplsq;_5|tSl^oDk*im;O8Mz42T)ZBY&uV%#GTk{XR%`2AetW z0tC_b+7=H7Zje?VR;WcNBP8GD!!Gf)FB~BS|n6%mzz7z_p_M-<~>`kzr_O~w;cuugwZ~SZ$)7O+5hmBz>#MT$-gI@0 z7El2;)%srg-4to49L9TS|lG+Id`FyXC3YgArUGY$pK}2 zn?miHVF$aH5on7FIrjWpv#$D|v+7p2aw*jeF|(7JUqmCtCjo+r=G5PQBg#DakoE2U z+}wO(PkMZy&J6xZEZpi*RB$BBc3hBp&YLt0aZ`$mE25?3S+;mrBR?dOs8k0<9|`>= zH(bx;<~aiAx4YbFjWr3dw7W05Ikm});DH<6u^X-78D=-gZU}j+Hn~A4Q2Mg>p=Jm0 z$4!L3C@|D|ZXBCC);c5W<^nH6O^`57^M|jcHmgdUi7~_W%Grrr3>LNudq-uuYpyuF z_|t=*ajQIEJGZ-K#>4_#c7dw6zwJndK}hd@QVY;MEi>!p|IzhUWZ#cf_U26_DujKU ztmL|5vpbj>Gmw&r zRhXLZ@8uC$2eDqxKrzxCUd#inGmBfco${@@sQ^K{?Y5YrFg2m;<9yz6a1yHM`9#^v zB^EXuIZ&SW!JI@qp$s`e!0Jaeq#8v$sP+$gt~|`u9q{vP!1Ac6LwZP~zwArEs(n;T zl$GxD@T@yqs+uh*kN*0#a|_NN&;LkG#Q%}!Z?OMII{bgq+4g^=rfdCJS!0-5_@8u) zpyvevPvf`IF%YKTJeg`0A9Vm@r+(mJeLS%E{{|fl@c(!M3**SsTq+zZ15O5*N=hUH z7%~NrPL$1aGhQ7tZp|rFIa*o7ihT2s+u}UZOXm24k7MKQlzs{>N-B?$-;L>07=AxX z1)gOB4+tQ3-gb;t6j6^V8y?=rA_s7b%*Xsau{e1Ro?5{)Lhc-|Bv_de_-=7;s%Ov) z{w`oER2x2k(NCtXeB;0j;>LZ(yr*7Tj_^g5~r1I32 zE&^X6&-q2+1EvF!*jik=W45`Qx^PQ&?n})S3mdno5_TI0xMKp6CCD7eTJTIr1gTgD z!5S+5V{YA2TvtXMvM*R{>?9(BNXzVA3!NG!VO#e1L)3&0^Qd}5#6aKGzKJt61OMwc0#^@j5NN%Rg86x_!1q$DQD<5f`5`SnBMGI zNu7|$%N+1db=i&NG1b|~z|})Xr1(W!igQD?*D6SDNpFJLKk6%SO>Wf@1$}z6vm}Jt zvoZ1!QDjSLe_{DwGiC^wc_`#2F2rp_iu+D;!C}p|EB58!og}8gsEKD$i}@ntvXCLD zqL{Sq+C`KltTD1%5b}FN%NPNMmjviprk;)v&6vt$hrL>%8!`;HngYCj{Ssb+X6Gf>z)q6c z4w>(5B~H@70c=P6_|_Na-@cU)rXPO!y)7#ixH51b$+6FfTxt>bc*7^kyf%_nHVyv< z<-qE+k!7vjq{qS{b^m@cf z=P$=zQ5n61Be?3q0B(o`xkGc6Ff;*`8gOO%ro6WR6GcZDIHtNUpHxOj1Bs{MvGZwW z#SV2a938}1bumZ`rcNyUc##gF+;3Ew zqKNy|BP#)~-#IqEwycV5!&I+#jTh8drDGMBtX#+ubL;J{F| z*77|ozWQ#XE?gY4ZqeJ_UaqrA=8cVfNaEDSPvq;Rvqw^tOk}XojM}#W+H`UI)ZY_~ zmZ5DV0U?ci*)Gy_|71$Ay=5JJ`w~r~gz)!=gM0@Anh(9Dnm#hkERcQgI|FIS9D>*U zkbQcPH0`_rbP#>Y>nNOqM|0&EYNt!v3CvYRmSSEYQRuIl$k((fieWjg)=lRM_h1v` zLa)(2e5*}sa#$Rni!Q|t1pWKI9*uJ}Y2~D97n>Y5#k(L&Nj=a0s!WQdRurEh_@Q^; z?!(C3+>vF*j`1=4%eY=<`$sk3U>DPp$Q-n_&|s13QERrUs2WouIU#?p9G$N?U=yY?1LJE zQAw3^fAl+n0k30VK(*#al+A9nQme98N^sT#k`X?1bFR zca_e7#rXD9{P09vkc|>cX=#Zo4l~7y?{?-VPyqE(>iU1@13*9Jd;jm=02rjaRUrFV zt!cveK>FpH%a-PYPUZJ(Ga6shLnovCFl z^``yx(F8p$I!V7!lSEj4{wj5^)^j_vfK~&l-tI6fEJvg63i49|a)14`6P11aIv~}F zuIqoP2&4S8{!3Lmmo;9m3#5w7+0agE22xd@-2ka{fK(dAKq|m;7|W4#{l7652Tx!g z6R?EJ86amB;4}S>^!@06qi@9QzmL_Ix;qUIjF>an{vRG6F=zfi3>t38Xml>t*LvL& zX0bB9!pBuzfo>%6*=gU23}sO}tY%BE#l0o*?+H_{?liMM<9As<&4RA45HqS zuR3AR7JRyPaz1gGD=-Avf^{&6|L!zZM_Sy77b)0_*skX zI4IP++8ey20~ZmLTYL&ytxpm^5J_Qopw12=_sVG2dvS~&A+NIj#+d-vpP;UY{5|%I z`SlNET4Llh!KI&E(<~!?SLy6kzS+~TdXvNwZOY!v&K=CS?Nt+=kot;zS zBVmJkb6WXl&*5fFN_XGO!WWC|B4!&3YHHr)|{l{x=&!tnlVF4tU3dB}jI_pGRPyW(^gJZd9r zZRTzIN{i0t^AG3|gMWp82}*#zUtuRih2IG8OGTDgHu{`-(en~-K>p%jPb>N znU!ssY^C{*4HS3BjV-z*paQCD4%kiU_R(|qioT)n_ceG)z`MJztvQq()Ae2hIL}=> z`qJlyXTpNS41auOZBh}WVrtYyPg0^>p0yM4*8|jN?#5R`?`6?eJ143L1|sBIcnoJY z-k8=*(+M}0%%t7cIxL&KQhIBwSj2m7lJWU+v}LmF?yb2{N>xvdjs{)6E95iDShPMJ zBO@)Hh+DgsjAP821HqagF;Z>{;D~#={qyC4XmBi2rS6S0#jb^J=$?|adQ(y@*dFvJ zs_ec=f-|+fS#s>!Jco~wo~u>&=xuKGoEuviR)!Jt!988_qCEs>E*elRzI;rRJLSoi zIo7JdtVT5%ka8x)WCjGqNE_c42kY9d^%4%PEC1eA?X1$|{V;cO;Q3epHXxAy-6NMs z4+y>a&@vO{FnP1-cC{AjF6F2!m49C-u(ErUbCMABVs467?7vYZP^kOurLVASN0!Gm zs>^6kIXLfDnE+T-Gp9E-rj7Wr^;jp>lwS%|!IK~DC>`im{q}BCm8j8BI#{lT)K{yy zwIr}N|Gf)h+Y31HLn-nA-?gLWUi9*GN6fs|NNjM0CPahiUFMrwtb-Eoxvz#v=Z;2X z{2O+HEfYzwjFi{P16^2o=}l8SeiJ&(i?+7J4KW2#9O!jK7k)hbdy4<#l&Dj^D2wq^ z`;>e&JW3@H5hQ-2vpxNjeS1wO9Vgwk-gC09}sWC(G&ystm8ZJ8Te z{(xxT^?fe2T%O}&!j?~X! z82zE?*#;Wk^Nq*G-dcROzXiCiHg1h9+rQp}U0J)j3JgO8LcXKn5u9GdDG#zUBx0Uw za!;0z@tm=6+y&{_O29QDR^gmkp#$wYBoh$;X!#%f!4Vb3jKZ z@iDqkT^wB9>vx#d9kr&ec{br*y zp%maiZQE1&fYB2l-C=y{BjT^NfNL8VL6K45*F54FXdV1PVaxch!ublc#bJ`4n>be- z*n3oKEkm#*2mx%%@|-VmV+@{OZT_{sPZ3Y>$A%yU^ND`ag4b~4fFeE?=Pn*8!KZ?# z>BIWG7mtkKHK^b9>i>Qzq-Qzy_anjIFLkjuJ%ZMcK;g&VT=`$HSEpKa;sXRYl~<;e~o5VkG#+eD2e`|~&>bpO;GChil#8W>)E z$P6MU>9ACh4txHBDm5b^X^kOV3@tXJqU}5Jt{&Sbio2%I&2Q2Du0-pmKh-fwQmCKx zMte+OyFhqxAIy8k@2`-gtu%R36uzA{9#l1G2a9tegBp%}eHH_B-uX$+;DEZ@@`!9F z^?JwVzUT*V9Wj&ae0h7HLk;Zw{m8uvUty|4ql^LC7^Pc!#6lK-eYpBX5fwnn`7OS2 zQ*>xgN?tG;fp^=%Qr<>J{%xA@z8{z2LN~IAGf?yW>dGELu%`M#;RpxyTUr?`nSd)@ z$4xyA3zfbzV@HAnwCToysmxs!5AlNoiqA9c-jCJLpox;##%aI;Q|2l&GKO=LVl?C# zPgyfei@>zP2ElU%AisyX1a*(Ypt}%X7r0jLnbm3?-qtOD+C7A^sBo+B_cjk^klaujaWkbz637;K40q?MIJQNV!(Uq7Qmoc7RD4lAn!?P!Ihm%qg+vSSQpOfyT`iR zUdjeVD}rUt_QW>kWB`D)ql8O@E`-ff(LkHo;`j`{mv$4v?!mVydL)~b4$~D z_6W2skBWrr=gmo8vsHu<7OMP7D!d*|9RfJM>(b8Zxbf&``|Mrg@7v+y%aMKEk(N{g z)Xt#cnGrBc>P+W&vFVQr;v7ucS(nx0w%+mENllK_zK-!CUF<~J8F9f&aB|W;J0S)i z75-RZ(+7tIh*OW8MR>Fco1)9ZT1j4=OM_Z;_%B~@j*m|2#**B<&7178LzC*{J75R) z-x1_XdM?(x!=qE!6k&n!NVKS!$W{H)xMbiDch$)9yCLRj_x(@lbtmX*d2CoxCh7Y@ zpT+j8GzV!?hQ&E1AGU(V^#)sVlaSGVNwbj^a{bcyao!-Q`qw&2pZS+*Ncg_~tO9|+ z0-CM}I;CbO>gNLsd7pU%To7K@k5NFOf*88XD>sX%=v)}RDRqPZci+d0?2Yvb z1>S}aL$Wg(8v(9OE8C&r^3}9lXdwEk@;l!r74$p$&yf;Yc3fyZF|ybp1w6YV3fVr` zZkO&EUv{B)o zbjv(Z*)VhkmAA22Nu?TlU1jnPfl2{RJc%@;B66C$MwYCLL;Y$nS_Nm<*nQDCefPCS zT3!WO-DTyXFHp62vgDDvbZ2NH+K0QjMG26&TM0glK@m9;DE=q)&onm?+s`a21tX8- zCMNZT!uZkd(DwIbOuw}GpeHZVz#NEg7UCflc-vJ>?FkKD=tb1-I=qm?)AaD%{>~?6 zdkhTw3I0IRR1)Ozjq`A@N6hFF@uhi?cNK(u|L~Xa(01{ zJCU{#!VY}ns8>ahX|Q?n)#2-5B2lu$cIEG*EKIEW0)+!-K1G#SWWs><<ua)_LSF zbHd`Ll1*Mgl-%R$06c;8n9`;YOhf8FT-6=?-%Mv13 zK{=>9y*|o4Jo=w!Z@M|yeDH0e?)92-h440h6*f%S6g=c7*I8Ncg26I2WOR51$&~{0 zeuYVmD-e!ydV9?UN+g{F3P93bb=VqFvHnG*3nT$rZghdh#p1KZM;-#1r+{_8KrG`U zPvn@#fPwC^JB`VvXo*jP?!&Sr3G8S!oQ{Np>%5=3-OHQ@XON|6X9CTV%x;XMl|@T$ zXn!z+gA+gueB{#{(yux$%|L1CM7QQvRJN44m8cO!t?&3e3DhzGnJP2?J3eyTXx41s z)plbyk3HSlsJXMx;n&DT)D_S{%fZ*~%YD8P(5LiIv{CiERGs{4hmGQB9#xiu1@_Aw zzUVR%miw~9QQUK%J)Y;(yJuMrrrIyJ`bKD^=!fGmPcaSFPSPYWhV;M2$U-2jZxgWE{o41XAJ&sjB;ITt{47rKO%t{WQdO&O$o z_wD3&URo`@%?7pS`1sES)zr+|O1KrCOMhYRe??yDnT z!AZs6()stg{#yHndJVq+&f0L)=BlVapB~c9bw5_HyTH6V7nVHSHB(Oas9f|^xb6DU z>haWe@BxE|XkzuJil~`Llvtz{SFnYD*tYnc2c-6EkT4VNkI9AAc#T(=dm~hM6tXV^ z;UUS7^2PtpisUctyNUj*LZ$3xkYl0URkx9E=6WXH9fLT1R;KeR4H^CU=3(2px{A_4ETCab3C13n) zaTT&J&oi*wbdlJVwPfE3-tLQVWGXY17@)w%{A*qvzs)#JW#s`G!{ncL8w!L7Muv-i ze;s8-7-0p4aO{3kE(ei(=)ePdYdvG#XCdN*7aN{~L~YUI5EeEqwjPStCe?g#cwAFb zZt<=J1qg{(fOL#XY&k98(C9}M!fqedl8#_tmdjIO2r}vBZ99|sdnu2!(QWVVMK1tl zX{On9z9-@iNL=uxgpFMCEJ+N(3k5_;m%|cxdzcwpZDZj|{(;e7_syOaD@fR&#KyPe52@@?P!Z*~T?_LuIQ321!1#+`9&HBb-Eh+uX ze@v5eOFdXFxE(cZN{mE0K233~il8exc;?9J&7q7u6ccjc(`}Z_EP6^qgH;@EMkIk> zA^TB}H7d37D$guAtvOD7m_6_7npqu65fwRnm_df3YCy7_(j3lkpr(pqrKedo*mr|W z>x*)FfUm6D9FELdQNFa~hsD=vhdn{1^voJpZ=i8&?Uy9NG5yD-5S^1Qh9A`Mqi|Y$ zGACX95^2#4?K$}8%0OzLH0q0D!x7wek97}QY@gXTUa@Pwm!h=aR9VoMcT67dm)GAPslu^or1 zJPru0i~xHm;!~(b)5h%jrwWaV_&m=}NSI{&U&1LM3*ORySsHPCcKUc-!9KVC7fwL9>!ixw zRM5Aa#5TOqn)cYWmCJS@M0HgV>~7n8_;2ROn)JmPY;7e*Xr}I*{(p31_y4D%O&@?` zK711L!1LL$W(Stoxn4wlF;rma0vrb@8*9U}bpUdIyr%>KtD1KwYUf@OLETZ!F5hQ! zx1I9GAIfR+nv=PhfC8}|(^K@RLTDY$zIlymT{-QC@qtrfTbY|XM@K!AU&yMHv@-9> z@HX*cWT`n)^XcrV#G4$kkMzH;94Y0Do@)ea?1=!fsG9<|=PEikc!|y9MR8*)WwcL+ zo8|d?M^bn1OsNk0Cq9Tjirns^hpTe?2`k@A-YH>=8`3trUFAe8=J+ZZ&IjUTVIuma z+&<<10r#H!{|?FDq~XN|YIsT-WP9b7o?m68f3X`i0*du|kt7%zXKwoePculSCsJQ4 zQ!?PH=8x?O>MLVPt_f}P{-ZuB#S&0)JSvvfSzA$ng`wa zZn*e2e&7E^%p)`%{cLdrdu*Vgp1>L2cz@?j6{x%4?Df-p8SU{KD?ZiKK=be=rgu1^ z>hKRLKALW>@F}Dz(jkM)ndtaz-iwcoc&K~T1zfhha;XvU3Xa7wh1Bup6wXCP!*WC# zLtcahy6rNom{Pk_zN}sLJJ!{G5rR`%5|0ZX??q5?yCw3*aDhvXs(1<@LX9C2)bZ1! zjN27y{H53&dgc+y4-IN~8pgc@n3cS)Jf45FE9Neb2arLfI5$`y^URld&9>C81gd^l z6owvU#rXttio1zqqsq_!jJQM@>hlr^$fi&z>7JplBa*5 zykU#HC=lz$#OfXWo@e#md1dQ>={qOv~Z}^i^4ES}2OfTYO7}djy ze2-#wddlTKc@$Pm%m{l5X1UTG{=RK^L;<0a-(XG_e!ZLXimfcR;iX2arFjQc z7w(8D+Inc2yJxkzr31czVx-|oh>QL+qCD{z(rRWX&HU3=+lHUI+P;D3*Tr2U9hHbz zAL=BMmpxIInLKX&50oWC6#}a!KEfEo)XjC}PN!Kq$V3Z(*9?EVbxv-K@B?Q>1YQ&F zIE!3hm02(z(T7bH7|{0QNlNgi7E@W<75wP3CH-ATb%6_C;Ln+UUFpi+2J#${kn@a% zRKEbk@q$H0LqA*U2(j$1UPVrjE;dQs@#QUVI_Hn=&!vfzo5dYu)y6Ym<4KtNVR>TZ zh!2T8mlSx&Tu-A!Y=$2pSb}5zodPX(=4K7xMu=$x_!?gxkqd@o-cv^4As4G=k;XVy za0_O@vZsd9uEsV%_OzLNoMoTnvwF;C>HmUddy(mJTvyq-E|X;dJAVmdnn_oaZF z;V(7YtAP(*O9CPJiVRcE7)!OMb)8di2n+LW4vzV6fP=4v=WC|T_0PLJ4?IyQ7suJ_ z526q$G@1odnVHKGZI*8XJMp^9I{K+=?a zD*wYL)-(hv4PA#Wfs4&1ArWm0J^SLZEN?0l&78j;b^xnmn|87%AJgSqC-_dA;TBUi zuFD`_&=(G>eqLNv*_eMeaUUJdglM9Z<89I^j|*8=Br#!zCfyI1rnU4{+{`rN9=0tJ zDy+iGIZ7`nW3yaLj;tM8e+AXCrZs`Q(`A?5HYPh_OW30eDHb_) ztz4cGN{}EJAwA>95dJ^DadGjL(PKt%uI}9*929nsbffv_O+vz}h_qEn*>)JqP0?#j z)n)7>Vv6$pINSUrWJ*#2@9`6v!xNCniX0L21`sDQ7oc6Qs31U4UFdRL={#*IwT5t( z1Zm_$`23mHsX?npF>%U%PwAw^ZEiN&%I60gby>y?s+8n8xMUr%JqCq*n*p>B zukefS-NZGNRRV6k9qI2netx7vJn$ts=uG_ffP!p-@*5h0E>mT;?GY&j;ISwuPfPT_!! z(t)Q=v^iVOJsL>+8R@&*fFz4E%7N>F#sT2wkDd8tS~Z>bdjGj%r%$=1i6E0?$#&p4 zPL?%8sk7zqfnf3(dpzU7R4gRZiI!vYxC9cInOqTf=xd5V=`!wZn60Hc?a?VV$#utU zCWM9&qYPyTmt?M1Y(}Oj(WA)Hv5MUasB#|}YS*X-`bGo=(+lRH&{oyhPj<0;?vNH^ zA^#O@(LI{Dmt=5}xC`kEZwI0RpS;xJ2RTjan=|@TVYUN+z3pYoNM`*7jf8>cZ2vql zx2es{1MGy;j!VsL0YOFDm)OR1=a$hKIwUM8`9KeaV z?V^OyxveGsg0n!D+?{+|QTIb%S(K1MBjPQ~YL6&kTj42QLKKJe$;7=mI;Jc*t`^a1 zJ-8|dIxWYgO@2)Y{4Cw6md5QqdOH;N{Xjqdz4B@X!2bt~jr1iIHv&-9iAJBV}44a!bfp7 zK6K4Jqh#8YZNP%vmDtf;L8(wkXOhAYfj|gQ6bfGZyH7aD>wYE%tnah;nheHKPBG^^w5d{};SldkpY-G01ukLUtoNHDeGz9Ud7}~YVB@P zEn(8#M>|@imv5%9QEq;*a3dqGOC<#1rivT&J{car#RIAOk!KCwZhX?v7HEfWD4J4SKSqg)!>-lDcz*PSPYuK=hA`yb!z^j zyLd*e5VzbUxF&$x9zUM0u&pi zm*W5yZjLR>fu15nKM;dTJjLPGAB#N5Y)(8VZbVki+K7kgA3yk1KT=w?n&&^W$&LE{ zt8bsgH!1dA3A%6JWL`S{6fb}_*|*{Xftxw7oov_qRqyEW+i747bt4CUsEd z5xCw7O=$WMuva%7YBbFGPri&a^a-_C4|v-F-?1Bw_$?YFQx}Te$nK;l(E4_DFsX1! zJUdi;RqR__Ycww~MEo*zA~=`G6-z11^rbyIg8P%NO_zvM=UcQ03O=;&*i$*Vw-0SM zOOQ;RdXzqC!*zn{@%KrQf2RI}E^(3HzR}N~)SByfYq2PIvNZrIFCC^&r_J^O}O4EX~wxj`NvS6kf()lVb5Oiz~=#jt3KkJdh z|1`}Vz&%TtF%RZcwJx3|%s`-!V6Kd)$$t<->^ZT$t>`%qgX$nB^Y13^Jnv8KwExMX zSL;RTu8ymp71FEFqnX7E3_y`AbZyT-^G_|E7)<2%PAK{5Y}4@CY^WZ0Va z9go+(mo(&lcSz=pMMTb8N7`Cb`p27xHIq9Yw>@BFbNjcP6Q_t=F?gF-^(`b2=Uy3* z_i~x;CPdRbb&OY=re2Yj36tM1>Dc_LhE#`RG4FlqnIG(6!epk~j5X<7cJoV;m$`MG z5~l`B*(}DLeNPA#za6ff<4yrE>C4bFA#0nOv7WzMqV=bE{%XnM)!^gvVR7muz;dew zyyW>9P(PILP_~&EIHkus6c9JI7b9Lv!qm809V34jv!%zq5Hk@MgPw#;+g;$GOGbdB zkc1r6W0W`sh_Mf2#BW9TizLPUhL^GuUZ!2*pT5vd_2(}W#*fpgeyOj$wUrP}Y98nH z;yNyzG(bIcBlwd=ULERXGExRNyXvbf%U6A<|R}`)dSgYI#fyRGRv5C*j^hnkfx^g;@-zKTlS-(iA6k1Sj+? zx$)u~PKBM-K~iTZOG9bqo1g_~D$S?Mk64@ct-w9{AkG4<8X4FO?P3X*C zjMLeRz7^QvpaUp6BOvL~mgLlonqJmgS3blVC50NUWxTpk@+GZf2m(fk#}D9wN{crj z%l{5&eda;5RUr|^;nx7~2g07}i8VQ3YMhEY`zqW}54HKq8>0L3kNd649^g`DD|7pX za%Fj-ae=gNjR0r+ENl5~^6t-XuPWM{xr&_6=o?Ba7u!)SakGP8io8&v*Q-jQ9Z5qF zs>(7%{jGET@QxnkJ-kG3l5$;5$U>NwTRv4m#a}_D%Bk!-Zw6W^k^07+p$1aqCRxC3 z#6y{BPy91^Ut;*8b{qwPAGJQ#7J{8)r5^=B7_~n37J>~o;E5RtM%G1uM6D<<)X@OW zN%SKI6E;kvNom>>`)^rFKUOq{3NZCpP7O=YLx5-nwu5nY!rO`YlfE+$C!l4ASj{UF z)DJRQ4#@DbU}aV?dFyH~WP5N<3G==aXaN%m9a?4wH~_N4x;88!TXFI>`&s~xg-nrP zGnjs=BLB{uYx<|9Q9-2e=ShGib7k&SJ28XXrz)K=)71DJk9sX-ZNUDreOZ8L_qUvf z&ggBN@mY2}^s%sgyk3MU#SL-jb;1GQkZBq+1i2*s(+8Mq()mWC{mPk&HD)d^pC>z{ zpi%0Ws3-Vk-c#TjAXA^>2qFMk?4rjsBC~2!WD&G#Jo9q(DPB%88IusAU2AEy468;k z5gD-ZB)bB4C*3vKL~d%#-9~i*K4z|bD5CUIV&r(e!B6GMjO@fqrKIvXC;!y&vbWW152xX9J75W_)Jj0~@MINq z!=5KYW`CLSi;!`vT3oClGckeJ{fIA;iNbrPQCS%>4m}B<*}9@dR9TrfZNLi5(tw1_ z#_!Ee>V=M%G`!Br%Nu!tV=6ZQ|GnCKJ0tDH6cVK!&4oK$s}Q(Cnz4>}ai%M?-M`UE z)LQF?1f}2DW$qILF%}mtmNYcrowH+RvaAoAUtp(&39o&**tSM#5S6CZg|p_wRu(XE z3P}VY7xtd-LaojW&f1r?Eg*ocrSGot#ViT(q%5Alc{lC4TRY|VP^WUbFb(zEOKVp* zE`}BC_T~ZSKl_u;R#s^k&5|62VA}pyuV`OK74M;r5A!;ua;<#k?E=$I0VKHHPdA`{ zM4aO#R;uyCBfOwnoGBG;;)p?8(j}iww@hk8SWreyLHXO1ecS28L`S{_%w?$A4|2%Y zI;=F?xu&;kM8o!+j={rUTpu=#1jseBEOjTStl4B&Y6@Fhn zoy7d@O}G#<8iU(@A*;l^eNzWA4I1FRta(2McrWMUzl+yT-{}1?RtTDFb;pgLeRutA z$$YD;YN_G3Zvu`dRNfd@U{O@_F|wWsgX#&y${e3t#IqQ3STQlwGiKbk0yAZjvxf?` zEjEE@d{Q8Z=DsHo;nw~Qm}+wok{1Nd(-fRE09KI5BbY7&=ex=OTqJrYfT!L zbxYk8DKQG2KUE5iF`XZ)h-6Tucp4sYKcm-f$PJIADMZ|NpWTpZO&XqcOU?98d$WDd}r&ESV1s4TGzo@MI{vsv*~K?W(12>>-^HQv=V)#AS=mv%#@}Z z8bQ>xb7#gdIFItB_E~HB4((5gs<TnP%}qnB9c``1JmT7Sd;si>>F4V)OrF>n-D=>c0PP=^Q$T0qJfA7@DC$x~@1f;vWI|L~a=?)QwRzy--5RlIQ@w%?>?{z=8pS@?DHT&#y=FFbG_pJ39lD4bSCrRf!+gV$N%xtj z^!bAo%QRYYg9D}9@FCN0ndX#pQO>M4ut!CSHY7m#^s(wkg4EdMl)mP3wT}d;uz73^ zGpb|vqk?Eb<B&p>k>9$lwi{et+6N&kj(Ef@ywKew2#Gt6n*P2aa(w z&tuW*rai$M@MCI-KiHAh=k282Z&R(cmiR=N_T=3oOj>P{xAL3Qz;L0D^`S&!F;|oS zC1nr&Trl7~_~icPO7WQByc9RE)uGdyVp7zmN8H;#^UE)5{=)9W~9Z|6uH{EQu+&D|DGc=>^TxtHZ_H$@+4c*&V9ii zry0(wpxg@@+zp@JVI#(Y;%Ou29u1dYQs6YNI<0yN_cU+>50#VR^2x$a2qV(aud_AT zYaanBBajse4bq~L!t)5UFR%N*xdzvjpT!namij;#?%@qYicai?DAB6yti?OvXk6S1 z8YZxONt74zq90Q`PSkMYv_xGeF5$)*j`Z&(B)T?F#|Bn;Ciph=i9D#IH#ay0x(~T} zZ-GDPQeg4Dt;x7#|2Uw>L-sF+7#V@LC z=qZP&7m`+x&KwZ{GkA;KsX0ka~-Reow)hl#%;O&5qtiM7ITTlIPv=Ck!~ePt0}v~hI6kdFU&ALtR*t=3O^o;RzJyLrTY~_q9(BBNMx+(3ObdeAC)~KNMWp@=y)9dp0=sHJ`D>H3>>}w!xbvH)|ATg}?eis&AZN#<57_-m#)f*x| zS3~ZVH0VX_A{ozco^GdTZi6sKH%qXN>?~^l1mN>9zXw|56RQm7*&XL$(x_WU{=N~w zJ5_mamxr!kJCFMXTx-InHdrL+YzPFTi0Bk)G>{;F#~4aEE5$aNHa!?CnfXJQW&&JP8X=KOWOP%xP(^c$}3JcYQhT z29iYbR>^HMy6i@)sI)h=mF(g*P4I04n}rL)qgN`gbR?yUrur&27^nf&cP~b-A>K5L zCPwCt*xY5bbhY|UBmdqG!z|8YGjoN-CR7|Zp`kRQ2HU{6XzM=C{Ok1AO4Fv|i9POu zDmUL4uld@_CUGudr$^J%1s6@TrrN_qp_Sy znsl5xXd3eg`D33yKa`Rv8)~QCC**f$F?{Cm05U}tE z5&FwFD8oIMby{FNg6+As4$L=$r8eV zywU{3!`k{{Ghu8L5cOO_*+YeHO&`nAHxfP5JJvZPKyK@#KWh+o_Ojv+!@NOBah+4` z$PtdThV5)?w97+(g9%pABUMtI7NuaSC-VONPxPqg@EH5luvt`0D~Ww;;EzVuOJf+B zHA-hMIMIXMrw0{f9nCRxi{&qy*Z(+WSL&7kTF3q>N4~-uwe?Dh0WHT2yQg>2<9qF^ zQX$?@=(WQKp)x==zRb#`#1Ba5}jH#u_{dRp-hfsH)Um=#ZhcZgLtP6|cIksV&SG7x`=p8A+_} z9s{O{K=$TynKv-HugwJGLZ=ai4GbX|rm^7N$)Fl_bN@;Y{E$T9Y~ z9XuXCQ@anw@rm>_)mHSH-ggKeXK38z-g)Um66O##&S0ox56@^%p^#?+l1`u4*TW#S zb7;0mqL$s-OFI)LEY|Nurutm&@4+7GFXa!e`7VuBnE0-36cOT0>#yFkda8e@j^f1Y zgPR6SF&I=euVM_T5)~_o*aLFA9X(XL{Ll|&dj;8s2$*q&gc|*v3_1A<_rCS8y2MgK_Msz#>RbSo@11Lb40`?0K~TNFT#Mk10=jH!)gY9Jjh$$;o}1 zn!KjGq|nK!w2zfmCrNeKnf%;`?X=IdUxoWi%S`mIs{lRChZxKI{`Y~#bDc+00nCP* z@q^P>?{+t6(fyx1jw*Y+K!5rgJBGe+S0Oa1ogbU}m(e^cM&Oms^p$A*1m zO8^S_AzxTe!gr(>>i(c(73arn@goC0__mCX0S13`&?$_)4-NsuW;PhlQv#cmUIl)~ zI;SBDTA=3pmLFwE^5W6ojS7SM?}CBE?o~O% z!q0&{{D%UbeQ%t#<@=Gp1(+>+%yX(NM_%IxQ#lOUF7OXXVY1;jJDB&cUQn?IOyl-f zS$>?%&x=eJ!QutNsI^#+nSX;)`DJ6%J{?mUBH}m{!gdK5=Y7>FA>R#t7e14)^<64E5VWk^JS`>@_t4-wXexihZ-Q$5z$u5K-^qB zMp9j}9nD3A$JE-uGn=Rgq2GjTyEwImCSzIy{(w^t->haB`*L#;r>NCH>ig&6_?-7^+E4M=)%1acz?+q?mvgyw z=+yyCYxF;8M&A08(<>ycezIb&rNbF3H->&^bY1onEHg?EHE7~#+}gKKzrD}0wf^Q3 zQ|h~K61!|7GXLenNY+_IdZ@;jvo+@r4!Ut2nM`=n8}(0$4ZizPsrj!((tm##%RG}* z`z=L-)zr!^>?RdA9XdI*mG(|>i#@cEvLFtv)l5ITA`q{btsrjWgEEh;$j|sfEwZlo z5@EA@=9HjIx!oU*8$G{?ahmRrJl`7yxTbzmZqI*UP71;uD3+DI7B3!<1R23gWFI|& zXjtAeCj{Z5muW*Bq!`WT3s$)u;q}zh=wRe)X&3eDskl@BNX*TbwQO`rf?9WSY6-zK zT)xU>n>$TY_U%OX+P){Bvf=Fw9wFzl<4I!L+GfizVMK`pCI3(2&fj=2ORYG$yQ_mS$yvVHZ`-Cn+I$}ieS?HKALsBqA>C$`Knydfthl%!xJH7dd4 zyJTd?IyPxg-z08p^wiL<{KI3f(uJQ1a(#8w5fK?Os$5(pPztLA+_gRN{!yj!La9coT2l4 z?=;0gt-)C}_@2ZxScSRhJ`3x$7}6 zRHI`zXs)+a{3!2i+$q(BG7m3F!u}3thP`NwmBB+NVB(slT!*e#SZ<5aXTp!JX!BV* zSxikpRY|^H+{s9(j(w8Evvz@BZZsENR>9pPO`^B$L!Ce$UBV?|xfRZ?7AdTPzDr+{ z<6SGt#VX#F4X{_N*U{mnN$iWw0a*MGUJSs$;kTX|M=oWZxrngmti6B$-FQZ0@XPJH zTDK-!0F$z0-dSrhTr3UxQ5>lGkt@z#kvy*(5#E@u2UOV{W7_+wJ@2tsn5%|gM?heE zCxFlvVLBX`DvC(Dt$h}aSw?)V;O@PHqaaU_b(+T*v`yAMb8XyH$lb@DPJvq!!N@_D zsi52OUKCnHsAd~0*K{~?eL&RSU9q->`^3N_y&!I@%wLVY+-{k8(^H(UOm8XAQqSXe zq#hRB7yrVJDxOFx_^TID>d**Dg0?6${pGk))B8p@r(vtN|jz6ZrL^g%Apx;IePDVRLZpbL_?*KoFhb zwf1JtSEs7h)0dmC>Bi_Bs2rYbj4v4a-h400a~#Ne(pj3|$Ic#6gecp&U z=C(o0Ox(`$B1jyOQ?sy{{isuIMvyoe*#5dYw2*A;)Wacn_l(S&J*+6IgC|a?)8cua zzJ96XrwDI;t-I&CbSzw>??%<@x2NQNQ)`)9RkF?`{n!(d(|*p|lrQ|*DUwt(Og6I_ ze<_7{G4|YrrK(E3W+g~ulK|@1@J^t7?zc>i15KWVi*u}_*W$9mcZV}8Gw59H%sK0# zQa$B&u(fI42hk~!?9Q)K`sH(ObU9R{KP-MZ0Nz7O1DU^?ss+l^axh8lc|vL5AiPI5 zdOvj&Fk+)mix3b>1!sB@Y0@WtK)eDz(|I@*@Ne_bZV?-i4wk@Qk1qsLZz>N4EfYAAcPZ7mw@F#vk`0o%a z{lIisZw`E~dJZC2GGBWBIPi9uRlOj|IRQ)Iig`R`RQQ{-&8Jg zNcIJz?>xxZ4tXd8-9(VKH68W{h8jK;aU}pT%M}xO@SF!gG7$)Z*4v&aJo~)!c>@Tm zuJW))o^L*>F;zH}^g6^hJ&Bo+1Y()zX+`ajFU*?st(Pvhd7vx^nVa}jhzfUrURZrcLN7#rWWRdAL?}ClJfKtu$ zZr4+?@~3Yv<58`uGOTENMuto0%|8 zXdnDp)w;+sIbtl!D{iy20VyylKbzBD*N_XPSVZ@Y^lN(2CzuDFFG_n=yj=UbK%Ffv ztP4h0yu9QUXIt7J(hycDx}VN8qhjq^jHlx^&!bG|J@Yymc$?VC`|M@C*&MIWNfBR8 z^BH}*K0vNSzJ*!t3;Ah?Hu$J030VIUamhU}pq9W5$^w)=@7f$46W z0;C2-nTWu}{cQV+p+|tmr8C*JbEihC(bZvYejiVTpXl1X9{Z=rs{0VIBf1?)hse!< z-R~foY1QhL^k#}=MjHxb(Sv(B1kKSb|9(M^-bmLonz{-8x;pI?52`;6t(43Lby&uR z29l;Jf1bysSz+%AB)e8=zPaIKOQY3SD6FWd`mwT~6}YA{(~%NLcyNDsW~mQxyawXO zBfWzzuIUL4Tf1bD$qv8~xB7|w1U+J<5Rn(x)2}>Iov|-tFTHpLQh4G-7QQQ-vk}1t zg$Q?Z%ci!pt`lT}Wfzj<8STq3t>)p}sPOHVPV|l0vJ?|H0Ra$CR%l=IwLdjMTR^aE z-&3%qX&(Qs`cuzuM_!AQ18hVC2CDXQOzJi591t~HRhk3gzGlBYSgJVEsIOHiv))W{ zjWq8xN|zZrbgSxf&z7%(3QvkW7dpmKAj19`m3Lsjj%Gs3Si?*NwqCwY0%nd)qg_Tf zZMUb+z|hgR)Gk3(5Eu)W!NidBr?0+|(OoaJnxEfk%olZU{)LA|(HK9J?j;kY(H0YJ ztjzS;H@EzN5CrMj!F*= zvFAgl`wf1Rb?uG_3ZfI)cb?WY(od_$5Gh<$d4AtjTQUxhBAp&?YYsI7Gb{dyfBm_*{LFRRUg!&cGP!ga&BF#BO<60x(5Jp9%4^jfPCB$8W!w?HLi zf42`LR@lo~kB^H3`J|q#@tBNz^q9f2wwp$1I!1=g6W<$ps05&kya^3ciT=9eY<*DR z%HYMAPhiA#!Bk#E%ueqENr_1!J!*^+4rc$nP2nI0TTh(OSSF`5(~6U34~@TEvy+g* zS@TqXd&vylPokIV{VQOrLn&;N<_y7!6DY}-7~#wi=~i-xr9NAN8@4sO3G2>e>P*rC z4lri2D#!84?f60?GtQIpq0H@B>XaAH_183#1bp%YRClI()sqB1^IfS<42CnAC4sG# z(5#aex9a6>#w(TAwVCFluN9I58rM+&sKg1}{qx-|VCT1!egpH$FEkUA3RKsy zo(BOHRavh#t)0M4FNhLtm|Z`PNV${j>~4QO6N39$%}f%5BR}QSGdY?8(+)57`h6V1 zWRWEkIz4NEqcr?bGs1>vUu;?|kmj7CAL1rd36y65so-kQKXOWzk7NQjtqn~SaDkRD zIDgk%kUjN^DiheM6WtUWmH3Z8OR)Jybn!MoCBi{a@Oh+UPPs}6ek1oFE-B&P41l4?Hp&Zh8lVV=wJIaKScF^xg`Q6zrw?D zcK*FtUqK-N&MAS*s8voyW=zQf`Fh%tx)|#q*~-TU1>|8tZ`8>n=O(eL+`@|-HEU{q zt44TEClotQoCtAz6RFU7SeVB?ozJ9Z_H@r(;lt_mw(589-MO{seXe%|A?HiF=4a6^Vq?ly$Rv9FI@&0MTWL{?!Fd+p zKa$|)8YfJCNZ*^Xff|HusD#qAuEAdQ@Mz(!Km7y;U1WeL2I}BA`Dml`r;O4{mH9Pe zq#nKZ)gN^dp;@swA-ER(o)xR=xc2sGCpgkXnj|J39i4F)8UHq;ds3B()rub!nkJB# zpB+V|PzO2F3VmBf8i^!ONGC*(5{Dv3i;`@A5Qb!zf58bINz-`{SN;4vN(ynbjiX@x znc0z=yJ4GXbb5>}g!#Nw)?w@%>vQPt`5OLU8N9 z@m=iMm)Ai-^aPHdIwIvZ#!LtYSG8BGnziM1(!MG+@CTwlfn56z9H%7x)`Agi6#fx2 zfY^rlsyLPG8fTaDH(eLek+eAgWszC1b;4zfaY4h=nitne3FP-b{Y364jNaKN_?)>! zVnhMuJ=7>M?Buyatb-%^=2{C1V1|MIHtv`q%4qgM`N6rEK)B|PkIqU^pkVmvnrGrK zrR{o84c9J%ALsVA#JNZf4QUQuyvBua&+~)zQVnzI-Sr)yjjA~x&wXKwLwY4-e`azfn+fZ=QP%O9?+%jkq1}bLri37H7n3em}Wm; zR|PdFv1`Xh7%xKFI*oU=hHhecb2Z6cxKc2bay zm#`go7hy32y2d?_?)knH8PlFzmNH_zp36oxp>j8=UE$GfhVDl{`+cv`G>I)Nd#m;HxUoYHT{ zOZ`i6jkNTt<^Aod$N0%1sRtEGrL9H%UPpQPPCR;>Q*AU|Miil*?+To>wx8P4BTT|s z?)W*=CQM`=Gf%6&)zC;=Hn_JDRkbF0uE!PIby$H;#N5q3rxhpXmfoHEu{Js-kjNl* zg1aC_LoiYBj>H5CF7BO%9AJ2ia)UtyTzK$is_`;I6;n~L)6hr90&qVYGKs`#tei@TlfVn^1#r-THb zq`Sfes4)+zi7m$os7CqUo145%qU8^5EoxBGS#iudPc)pJz9LeiWJ&Ru1jEbFEi~0CK~ME@Hsx|L z3`o%1h-Pm@8Du5<82K`iy%=SXk?bSpv;x`k8`K;nq6pdsjh$|>!yg^55NZBe3FJZf{YP$a7f zG54~}B{NT#592GmK5X=fR07Zd?`Q6O)U4*c{y<6e6AHBQgdj-oJ?!$~74A=-a7C&S z(i_6?cX7cTgZwyXS@&vGV4I85Ay1O6|7)6>UD`h?WYGs4nR+&_{?z+J0J>)jH{^|>@=1XmMyDbD>MNQXD$I-ORUtd*Ew>o(wE)LYA!Dc2y7bQVOg^=)=()p{a zzFD85_idFg__a^#hE2C0?)ydg3<`?jqhuMXu1O*^$&T8BgSNV6rC-8nOtdNb|3z+! z)Is;K>3Ii_<@kQFOLx@Qzx4_2v7B|p2hBCjo^mZEYC5(Z51DJezVmNA2KuUr$e3A{ zSuwe$Krhp4_WicKy)U;C0&HLN^4;9~Q?3Cn^2n!~u?6)g{x?|@p9?r{>4#@0p?d{Y zdIWHxq!NMc(|89+JZ5ezsS~t=0h~IHoc$U3S@0bbFu4g<_N<v$_uCe;u-h}ig){EA0|>RnIEX zR5a!YG)IRTx3!HHnO-V>B^2i3-FlvNUup7d#z;+!{09Tl`JRJ{M@(3ZDsjB-m3=n| z1HU9S+7LTD{EyZY73~yuJf_!9%*h|+1CN3}xT+Tkenua0tGty{qfkM~ zMWU}r2Pjzgwva4A8a-U|REr(_^0p9?@aMq}9Hk_m{5bU|Vr zP!im1nk!=<3a-)7yAqy!S$LZbJ!TPfcoMkD$Sqxz6=if8Ur_?TO52)H*DGGuNzvr> zUbD{6;#8!GHV-}F0{_Z%WZpZw{lvSuP^hKIq_YBIXMb0e5!0qr+y&OwHkBtN_lQ#n z@P=sD$*j}Vw8daGTLhI#e`pJR{+1%%edpfn!nR##OO~?sXc6g?<;A|%f#-qo(k&Fm-@BfvC^5 z!w17sD8O-xF0$|_Pz4$f6xrm2|UnM&E*$kN!8Rh zV#0F;sne#XVsxNuXT4}!8Jc6qs?$cw9~ zV%Viz&W94O45cquz)4L8wpDe!w zmp}TTAWjSN7OfR`Hylq_s{qA|)=D5LdH|#yWBR%UZl6^5E(>~K#z!e~iAiz(F!wq@ z{)3{-Wg9YS^uwzLH;)xU~jQTZb*zZv{7CANymsO-zpmn&^%YaRk^zkH_UV%KCuz>JO;qs`poim_hs;e`VWE?}1WcQb zR1<6!wFtgE{O4K)T0kAswb(lx90_7`aaujaWLlN4?^lsHCY;GTvW-+YdCBh>k6TsF zAAkP?|IFuj(AxfSVncZg{5Y5yt;qUBvLLmd8%-LuD6SdzQVhz9ltzHX_d-#@HEJt z{>ybbc%69vv9|^u51M4)_j-=*3sqBvqV?yxB0KzzY^DPR0ES8tx1;hfY9aVJz=!XD z;x>m+XkGKQqi$ZmzxJkM``%WF4oYGz+_7sWRh*RBEleU$pAwAR_EV&vM`5PMK8U7eOgyF-xqh$D zi+R3%eH-`g<>O!%%n)kt`##gQgulAV5DEEy#2DLKP_3ah^dtjRd-8gvlAJ8&>T{RQ zRj2uk93DnNx9dXcN;@;pDUUlsa&+G>)I6Eun&KlY?`Jy-#x7{liJO3}(?@l&0KYi| zw&ANd{RHhDq3D&^h~E4z$A+)Q^kaINYK=p!Uy8E4=QB4XCZ0a;9Rvw(P18q;YtVq2 zC)bv`{Q?p|&66HJyQt6cO}PeNjbbT++hN&1n}VfOib^`eV^UP}LG1rxs4Ct6&_neQ zK-a>~@ZZOuy)CXf^A_ZSK$ObK%in$1TAgm+ts6Be62uWqP{pEkr|`V26kRpWK&)l} z#um&&M)JrZHr@%A&Q_EDzf+vR2D7J>&${_|YQJnro#y_{7!UJhN z%~kjNT^F7a`tvhNUMv|OR>ej-3I1DxVY1*~Cp@-mW@8JxvMs@XRJAIYz?xXQGM>f9 zf4Da8knx0vMfFe>#C+Nxk_CdUi|M$eK_v zs-$ygadS2O+s54Fyo@Dvskq9X)wxV=?v)HcDBJaG3Sj z??^R6B=f0nAYs6?rgfe9S>{kt1C6%!i$T>c{y2GS;ljeD=oEiTaKsQWcW5JLyXu1y z#Qh)MQ3JD@mt2}BVUE{A9SjB9oo>hszrcl8*MzUPI>+-*Q!0N^gMO*1p>2cv70;W) zQ{eyMFKw`XsG{;X(RM1B&SW&~Wf7ijrL`KZv+`HUyXiLBlFgf0cYE52m=vB-K3W2Z zUbHehP%p?=#qoKQ%EzJN`GwS8Si{pD! zNBXSCtRCYo4Cg|&{YYbrMV3vN6LrzKkO>wL^?OtTq6`M|t(Mlp0&L zD=4`lcOszTLRlk~%Wp#TIi`%As%L5RcNq-SAnDnhXH!Y$m$YCuZYD+ExS8IvTY@u^8(?PpBF ztS#YVljZ0cp5oAdu{QZM$3flcTQA+ykL5toti@()e;Gc?x?TIMVvzuuu7?Uzeu4v8 zk89g4>$KC!;pwB1KNvtFmim>D!oP!>-CY)A;uOkTg~pA@m*Z6^j+I+MCwqyx_>1AokP< ziJ3~L^p1#Vnsya9G*tZpPUcluNWy7e>7KZYGx+_6Oz;~ktA}`*vQ6WUp2`>mlEHww zCG;EHMo)i3L}ZCH#L^=PQoObNbshJ*fV_MwB9d7dopA3NYc`mdn2LDXcGdv`n?8jk z-3cAcSPq%A0djL<#c8vWA1i72B_7 zMW1MS=8VG~DI;>}5V7CiSQ8W22tqvkh7fz(p@)Rew$XszZROg{^3NFJ8l7c93^`BdDnUzFx8njTNQ zxYR}_2$t*qytW;ay&hJW36@N{vF7gdAo*=W0S zDw1hn;2qxi0(^>79_+^4guD7k!v6h z8!Gh?%>{M6S0M5M5|j`$(q>&v3Pb^wWitrzL>DF0j(pZ+xI# z!QtRuoT_eg7Vxr^gKJ`vm)v^h?6bmGSgBvM6Sduq_xQAHH!9!1@wpDx?-Z}ycw)B+ zl%P{5R~;_1Ytr<%_EpI5Y-PZh`I4iM9n&~RGd*F~u=7^F^y_PIADsM=Zgic&qdH*+ zlur)H()~$QY-ANDcuL{rhLZ;{aP9Ij4y(L=jgOCiBX>?-AVou>pAi<(yn|AA z>^1w`6uunITI>>nWVq};*;+|H{#z}@F%PT!=1jadQ9c1{ef~gH)o|u*-Wi0PqTQp z(Z6=c(yTwGkFjq~8}ZhFvFi&^VnJM7uFq9JMzdzD-pAX&*Z=sb=hKX6W|~Cim2-+b zqpW8oYnj~XN2ls3#dcD(Y4d~YS#(aiwaxkQa{E?Q;nF2yir!Kn`5>Vyx_FT%Vspto zXYulV#l#v~9?_?MhRP}*>E7gPiP`$K#PekuFkMTtXzEKbQPZjz*YE(6_TBm45$eX% zC0wqWI$ink)%#Yoary7X2CMgX*+20bI_e(*DXFE5>TAX6kte@oqt!EP-w7sl4 zUDQEn%>UVmO?y(dFf(t{DCV5yj3Vcw>2gc~L-EW< z`8aLw_3qAnhMCR64;_C{`jo?$R5OZt+7=^DXn6^qWwpFvd&xQYpA)26_$VI;8$&h4 z>zod}d}b{|TTG{Y4X(UI9fa>+T3NTRzJlP~-nWki>Es6K-2V3Z@lNCv6P+8W5j=n@(PcM8WVY~ zYnh8l)yw}ztrgc=w8uRhMbb~7ss;t~N(jU~`ILO9wy*I1PsgQ=&E(0c{O>UdGU%t* z$DJeU@(AG18t zUCcldBl`$pwXw$(X@CV3OhvMu*Gh*}l7_JbKbju!p2Nb+Nb|ynf&7ro;Hr|p5^XZE%aJb*%`zKWHEhZ{dc2dq%2o@fZCm{Je&bUgF z?=J(KsP@zy2U2q=nw_ck6jVRwPnMtk0*8xhO{=XmIqFn}7fqxz!_K))m8&c(|1k5o zNOg>>_iJyfnlAXgGD!R9aM~YaF=rf`eIA=5?N*Vn0a(ipKRAZT^QCTSd0&|5{PDiiYjt*qVSI+@BzYnubzLfb$0W?vU$kjB@{B zt{0I!b*VhISrW%wSM}qceI=+#i+0Q`MeZa?-5w7_6I&ER^J5K$WhFWw-+G2ajMq&E2hImw1tc6za`-$E!IrvypW(iG89$JDrlP$p=d-~v&(Xj4n4N_eDw=PV z*LXiYP;)}StCaPZCkAp(2wrq$TIHRbagjpC<*`V+JXrN2h}U|4FrA(;v9Xc9sH)B?>VbfVmb4Q9f#JqJp!=pbik#K-C zD*_QS_r;rbSgy<;R5Cw|Va=#+7hCpfM%6U(dN_73!qK95IMr*mwN2~2kup{>{*Gsm zPaF}`^$dTlNDVPEsZ!vLTR@Ow7gE|O26tx9s6e9%?I1f|E%R)4t(29YM7cf1-bCH_ zgt^rGQfYK!`LWObJRX^58rV}&ya=No9MS-z`uaTMCI6l{shOc+vB1of=a!b**yB+6 z-9~sCNptJN6aFz>59=!zj5>FzN%LPf?RjWHy+@8%!jn?q<%y}Kd%j)=hw)8E`F;uP ztM4+v&ot!T9-XCfJYWvbf zYtYaXl4(5DC0rxX$aY$S#vL*gJnUHwYed1SFmVa%;LKWfxO8C)`VeV-F`4Io?c)3N z^Lvgz)t-Kx43N<^Sx9Tpqb+L~Y)&_b-ET=|xF4ACroc`OZTqk75z?4%XLv+v789>L zXImmt&U<+Gh_f$YUdO$9&f%_2BKjgypbc2>H}4r_m|Dd)G*@riLv7poOv^byvLg4q zA!z}*b1y~@@|A)8wic}irRiwNuls1;ew}ufC$Fqv_#Co|X{Oxc$omlbc zIQIA7X5C)``_-MDiI^p!9dY>f5p+6Gc0$1!yghOO%8I!lLF>z1f6Zu2L3T|dDJAQL zpcFtS_9?HRL+7`o@}^Kp5B!QqI-PNGTsAUKUWNPE+LFTDaM1hk6omx#;`or4IP;ia z6whPhpEh2Zl{rK%+!VyF2VNSAZjx}f8CTwZb8pqE`)XyD7WS(3Sq&X%%+VMjkjv#4 zJLC|FN!gbiNUjrFXOe)qX;|I*cBJs^et0R>Y*&PqF?8NlO+(!c22P|Ojm?X(ccpE*Hb}q6e=$`=VngLsc zr#LtLei<_@tdfJ}cY|3oQuJ&K^Zlgh0YP&yi^Kv9>2fYpfO?uUdRx+p4@( zJRa@ZE@E(BYd^1=MgH2(HTt?~nLaB;kW1vtqW-rg3*X$-srSzF<(1O=86~Pw=KyVpW~o7|jsV85LE|=4^n**g zqd)oPPjt@5gWb7tv5GRCV46~pow<{4cY2SzK_lt0bE(J;euAHMEsBukH`b&Cexg?~ zRsN~2{zSu85QXPP0|I-)p3?#>d_6^UGe6wb*&@)y@Uha)xD4?&kjij`;V$v8 zBOsrTCQKjCCAIz)SUez}NB2jSDFbnm5dsA2e6W_&NNbVR)n9TQ@u5!=U}N7l_tVFk zCmtVCAQaFD%DwzxJ;#9i@|#e{JhgLJ?`dQ|*q#5K-V|L#Ca~JUgp60{e~@7;7;^3D z^;ZkKVLEZl{l_Ty*ZAVEQSlF8to_F*^4I9{kLO<_^k~;ox@`K2_zDWXJOv8F9^Xd# zgF*g&Km}Qs00rqdOzF)*JWY%ZuD`w zVfj9^zP_qB>tAEheDBI5OV-+324RT{zsV3#|5g!dtdnbV#`y5x^T`PM`W2pahszf{ zRDe+m96xvTBU^~z=h@A8g@r}P8<+!>(Y<^WC>9Ofp|73}SfgKgP5PHP69U#`f8VSz z#$(a~HEu^A0s$q*U@fda9KNdwz-j&}Td_R81>*TYe^snT@q)OCmC*ocE4`Ec$7Tal zJ%HX-s^szTl>0cQH0^lB&lnj6>AZh^X;%J+Q`et?tW1;bnUCWYG2T&;{^Is%Koh5< zKBQO8_qeBFp;u&`CqERVU0(%8efEzIyn4Y{AR^g4U@JX%%qyCtMU($*U9e!Ct0-rr z;%u8T2Jo5m`0La0`mfKn*k7MzslPsda@$8LK)>k_Sz5=w6Xri>!hI58;}w^@Tf8TZ z{q4$-tr^vutiPwaDD}w2${FOtUF}b11@C-Ry%xT{zHBixWsaVal%^r zr-(}6(lxA`==y!Uv~+-5k~3uYxBdKL;2K5azW7H2{P$J?c4>{p9FD)Y!O>+)4``q4 z>hHNk{&4L6{QpCsH_`s4E3A#je(meJ(D<#VAD)S4-2FegzA_++?tNRNRk~vV0Vxq_ z7LbzeZV;p!mJ}ofX%>*~?p!(qRJyynV+l!V-ofX2e*aJJw`;Ds&pl^nW@mQKx$f&A zh`g46Dz7S#q1pKWsVeiIL3-+rZ=R7ZEC%YJ#+J$kU!NiUf&(>l!YFyja#&RRuh1TV z<&@JSyaf4UTT_DhGg?)r$Y$KufXAl&2wBQG%0=2G{?$0yS(i}@&RH7pP|xHcghv3= zm7BvTEif&6B(FEw6z6~8N^Yj2a->H)SkzHyRh(S5Ww|2oM&J)#Hf6)xb8jJoHDD>u zOV5^uzDm6uwn+9QBZ$KtJz=&`(KI6{BfL#%1mzq*X1*|c=JI#V?Z{Qf%dxvCt?%iY zgz%HhWwFgs6#Z7M1k^hwrpVUGP5Af?Zv^EPU)!yBt6)pU_(EjG&BNYZDjmak;a)YR z{ka!nYzWJ+rJALCy6-hn`}{jB1K_dTE1c@>ajR1{MAD%*!@mQ*ISbDAYy6@#k|c%E zS%#~bo##jz*OK0ye$uIa(9UE#hatA!snDE!G44oJLTdMR4$~RJA2nW=FG-wpA4Ysf zjUPdCN3EPE?_n$ZoG)4P*KdzmG+!;Gr>~hL*9SiDQ3W@QhW&_?NIt)#c>dPXfF4hs zeh4g(K5!iW`o4pD$At7J8Y5xB#}R(_>>%fDob4kYqu+PC61eY1MQiIg#L16wQBxyC z%@NO!lzW|0uV;y!xzW0&h61PC@Z`*)uD?w;L<{Lg-t`@pid6Zh@RpqI9`6)m~CZhyZHU_TvH$rHgmsyFcPFwxV#~G%Tu5?cKPVbf|wS#`)q*Vt>`f-vgw8GC(2)pbUs?r?rqu=MNdN;>)O9?Aj|IbXZizrmRq889oIu=;O;@nsO}l^a(tSWN)+6`F_)Mp`b87tq zhK>sT8Q2(1L+Su1`QO>ST>FgzJWZ(LbVI?V2!IEwi4(c1M~8CxF-hFJH>oNq0`-&I zC3o|belJkoBg`^kS8NkDm10T~>r7UEO!gsly3QWf*c_`*z2Ba+QgJ&>IO{Oz47w~a zIhVZp1q|r91f>Mi>;?IUqP1gxb@eegr~aahgMj++SMAMBF%iy)Hw~)7&wv6Hqv^+j zht##XySv)zr|E+~&G86=O7Qp2?F0Dg+8i>OUE@Uh*KXS|*`Rp0elgMoy)U?r#b)5u<-7-!yt{{iq8^J1~3jF!T00Q87CI z$^jfvc9+HpGznwJjTyPSiC&NsIT<2AVwjke+rfS z0WzC?@PtjAJ*^r6HHNQ=7)gOXjV_@q5}c?=?^REoF=PS!Sl|QRC0EWKkFUXf^GL>% z-Tf8S^!rYV?^@Iuhx0!Q-rdRCf0Nx9_ab%p?M%}m%|Zm(MAk}G zu0-lnXkHV~FcXyb*f!P`zr*9q(c@3Y34-|8l#sIuTB?$V*hd%qnz0vN_(rxk;`;8l z-5HS=p&cqo&YY}_uOoBcYM6|D#{f5M`T0}9I{Cfhn}1-|C02wS68dq-D8@txLAFye zvVX=Ak^c&Qvp2SIZUOw4HM@B;uuH#@-QcvNCq=d=S%#{mbJ_=not`s zN$E&Pe|@1;wMbUAJx%o$A%P_~gY$*0iQqDIq?tzCN~*N=){e8D%iw}XqnVvol}}DB z4@8YL!UOyT5IDx=9Abc~n_TS29A0kYC+m6yM7sb(xKRU<-+9kAvoCJm`h8>t{zt(- zQRvQ1@*qDhs#SFBZeppqjQ6CS>cwSIdfrE^O)T17MD%OnI#=4m(sVTZjn7Ise|U9h z`zlBlCg5NkTuGB5+fBvTxi<0wwzW{}_kRj=GCz~L=<7#w`>2%NJ1}9UJ)<4mMwV;7 z4o4v7{wUn#`JuI@qyp9VBM!NaT?ET%;J8_y+z?R1I;#(*m|U*3x5es}&6_gSu7s_@_YRhj_^ zI2W*pRs1?$B;4mLZ)(;El^zZtnim|aztiUNpIZ{jdqP7?=5X z{C*paOE+~To+lKNI3KY-eYw;-TyE~z7^-nc-)w z$1|i|ZmdGu67)1{lC4^=I~U0nf+`%?lkj0UTOpzcVZ}>zP#&MdVU#?|GUh|2nCBga%zMOH#&v1yx0olj4A+UzD zqDi(KAicjktR}7K*mUBiBHY7k#MTOQ85fqUBFt;WFByIfr`JzzLC+ zGnUxRYzHJ;5?@(T#ErFEEuG2S<4P@RN$||yf{CNgMeh1t&m_HSiLnH5l2BvFy&SDP zNwgpMb_B!Y7kN8%-L=leM!H4P-}3@@qX+Gd0U z(>(AN4c|TI%a5MQPY47Ct)@RWqVDp0SZW!8#^Egs{xt;ZWgB4E`Xa`TlA$t zt*aCu17XqxVyP&5bF3HWK&RW)$`ugZuUh7fRm8Xt^c>2xnnwe>J&576uxT4r5yR(@%>Cy zbH2`$nh?)qkmue&!KVb*XvJ!O#fYm|?x+w?Qjn+BKtas|@E$5W-AxYDKwjH>6PvFH zZ__{o48t7$XoNDDA%@c8H{{tr3ZIcLhV;q%y2^(n@quY|Zf#7Re&+1oDEKu!jw95v zkD}kqmH{xDTtu28!`?t`j{y7xg$1Lt5s(GXzqZ%LRpzWDEDLJ=ek?2o%;5ve7xfWG z^D82{jeXgXZI%YgO)(adfYoqP#Wse<0XX($EM1oF88slH$<=NXHP)wgJNygV{q_GP+eOv?qQ+=Z(RcssP6AW|{|Ej5 z4~laB4S2DpKstxr=)~jjxWLj(U{Bf&ms=O0b!`;xdQarFe=!impFOMSyAkAo9kPzp ztG4UJ8L+O@Yby^XKXt$9x?M6pG6knrp+lqPqD7_;(7HDqelVsD6Lz0|j%=a)y1v{! z%w-|X-ZX!gcUqmbg2G@S%RXmx|G2RLY{;`G8x6h6t^`i&Gom+a+l0zBo)x{Q_&zZ? z6eG-(BhvkO+&Vxwa!uA6DuYF@fX8n6%WOa%VbKr3`#f}KZ~nOxLgcbW$+wGboPI<0 zl8j5)nF4=yAiopnMy?K6J9Y7Eb|~(Uu^5Bh{6{4+-fb2_OMLJ-bVA6I$1oHTAnw#iO%4 zyUcN?Fb5nvSy^BaM!tuk9dXOZ;4<1k;?#`%N3!7vUwZi=VX= zrQe(5XskI-$T&e(_1ay{&dLf`ypYFaT6C7+b8?+jCZGahDEcTnPDoHFiTF&0Zf4Y3 z?BWb+@(Vr&)^wxmIBJ<@ycd+Fw+EodHBLB zb{LDN7{PT;2|UQcrmt+q*i{UrHt^YSHi(Q3V!bh&y?>1kJp~%A!^RJS$*nMWrsW$6 zZWf?DSsFg|;7{gyWX=6Oblw7-*ShW7GOlf8DF@{YB4sZ-Vq7)?&KMtPh>JyJ`<%ab8g^&5`)ff~+TNF0l=PEP;g}lFCBBqRSiE@% z-nbj5q?qYNjgMkJ{sEnb7^WG&H)hw3=-s_^36EaM98e;0J;0>(k6tN!(KIMTV@ZtJ z3n4+r>`#<|S-Vnw6!#6w!Prhrk9L;&@-u{3Q!=FpzgdSJa-tc&4E=gdkP%q%$$_cs z{3~FxTpq7RPL4T(lH`09-B1z5I0HnMD* zysmW{X+I6v((r24ez*EPH~!_0nqtCi0tI2PB_$Ytq351Z`FSHq5{_;zydMiwaLT&c&af}TSY9ay@&NdPxxew$}&jx2P~Q$0YXV1=5 zw;pB&b*R_!QUu#--|tKV$x?!ac^q5?-woZ^;_wJ)|IP;cd?ux2EbNbSKmZ4uHiLZJ z#~d0w`=Jh#Y)C(PLEH@DJ2eBLi$oKnC+ z$aT)inaZoudOfkmjz9|bIx+Om{7g1sr>v9L@iLW5(LqGpAB!vB#2L1%Q#66^l=ZE9 zk>;cC2@8aZHJOtP;asa{-qZBdfKG8AhjBR zn8g`#=l(llue9Kq*S%_y_oj8~Uk)tNFb}mTW?(jw>XlQF@vNp^B3#Exb>1mHa6C(g zfmD=nWFHKKFPnY;98G0knX%6QqqK|#5kCs7()h zI0?O9E%k5iJLto8Ek$8?=;d!4(?a%e|5e19d4=Y&|yod^6lhwh(PtKjMdaf18+I zLQTTvcPlRZ4ctlA5YtMmIBR>`Aher#4wjLyQoTExH{OdcC*ZRup#oW(`^>4PidG?mo2T- zUN@jm&JLv<-D?crflpB2Z=A+UD7m_*4ix~A1EM&v@8OB>^bH6Pj)l7?0P$#W_4$BK zTtV^af}YCXZ>3;e73rJ3-@YO@D`cnM{ll}%A(Snes6k=YyDLIJu}86=1$-XI?-OcN zuQ2P?6@i}?YLp38jh|hxumoz9A=Twoprx?4$stULjntZpv&zA}(%Q{}%e*X5f{=o# z{t&Zlt8{Xt=hx=X^2Myl)Y`e+)8f5p0EPn)@pZF}iv`!#mEQ#p3l{KfFY6K$8malY z{>QfN1aBOxM&{pi`PY6L=>JCO35_uQd`t(SG^?Vth+8=^oZef};#MNHQ2PI3UY|u_ zMj;Z0h}^*%_%ufBNsQl^u>aHHJ2;BW&I?Jh8T!Sb)8HY8n=%gar@*SI&R^0ik4=ac z5CTAD(y-CMQhKUUgbot4Z|FlV0#A=IsrIepJtE>w1Q1~L!nfnkYNe?|@|(WfhRj`^ zAy;#Y7-MBz!MlvFdJnBL(*paQ^h-ojDto7d@t$Y2*;mD7l$N3BNH)BiuH~yi*VT=n z;^u9$vwfr`u+tU{>g#keKD-2xz4Z!F|3WG7-n+Q$m?qbFJ?||{#=(H-%6DcbR%{H8 z9N{8>lOl=O`R!na2sd{okFV1Mbv9;pnh1A7szwgZb{E0-O>y>~_0+i=vyWL@q~>SgP4QC_%SX#yZS;&rkOw#6UMlyx01~Eeo>FMN zgjl^hmv(ePNb0@3R#L8#t(-68oAa)8j9* z8|&E|LT4c5z-h2vzn_>R28-=$(oTxy)ZB759A>S0R;CqnGZdk(ve_=&-6yY z-d|^*(vnC~V~@(e=AWSEsX!IfM1tA_=TP4uqx>_}42i9yYZ?yH4DA(u;TIfHG0o>o zi}+FykIdkx5Hab@cfAIS*1;KmTzLqs=psQ&$H7Z`=H&8Z6~)7*4jr$)Yh(Y(FO0Jp zYrH+9@&Uf6+@NO#`cxm8s)2_=yD;l^k#*x3zb~Nc=N;}C46=N@SR$dC367>g&sL6e ze-Q1m!e*|$`7FJfzTRZDGqJ-PG4Oq~BMlM78+uA1{6lDPoc#4@qRtOPK>pHlM(s{4%De4R_G8e(0N+x#v8e>{*$u^6C;*w%j zAOrL3B?w36)2!5`YiWW8aoYT9w;u_P&aR3F=CanXN}NNEt)>sB&xz~dE^d|qjm=SJfKk9V`sXuaVh zebJ%DWi5%GdejO_fQVm9@x@*`V*6GvT+U={B) zF-~$*d^63o1IFN}J@-UbDF%gi`LpsYDZ@R!Qys3|anHQvO(&^W`~IcmZ^Rgq#;rucyoN>L5-Uc|Td z+H=W1(159#9gNT{z{Pa)jEaD>EZHy}5--z9Sb~7T0Y{y-DU+sr3pMiMm~Aw`xxK~5 ziWm3yZD`tUq`*2$Gr;rWGY%q*q@4XWaP%>A8!%S?F0}&OBjK}8*0Ep6J%GQQqtWmy zpjxYwmxsKun#3$>(kfoFk+)GUc4e6Clp#RX0c1%!6+_JXd1>6cpY$M_EAY*IV$7+2 za1)Ls?f7-P8*Izbt835;jG=){pp*bcH~Ax$cY5Tt&oftzwVmIwF0a>2t{-b*bo;x$;yd^e zmJ_cE{48Z8Ph5dYe!Y zh*sf*^b}MZ(|xOdN$1@XqN+ap(z2oX){V@F&x>0&(2*~*Qa*Y#q1u$8c{P)kGWM$! z^pjH6Dj8-M8%{UDqsYRXJQHhN&F&ykYx7N9$nboKzq$`Eb;)WlaS$zbh)e~jy88PY zj^iu=`TXg?<^i92Q#!#~`XP-wWEofCk8V_+Hj3jUb)t1u!QIc?l9_bLSn!5UNMsi* zb=!|Ua)}|83hktB$vtI9^r2Z3t*{Ab{Cr4`dSu?kCvB^4he|zKauyZ%O_DlVceVo+ ztm%^FoaSat5sNCukSb|aZIb4NwXaBpvxR?pd8da6aSoNHUAqVl<^4W+kvnWC7AMRAV_}>lPRH73l72Sh4sBkkq<0u?zOzR&%t8B(d zl#6P!9uTm4vIU4p*1{elLz5}lBVc@~&I;mYUP3Dvs}9dl)5hKeu5)hq&=5OIMWO*Z z)yyqo!JKS~w31baN|WwZe>vqG2~o>Qt=H@RKKWWY5rJdHFy?lm2f1k32&UK+;`99f0AK`~=hPSzru2yrK%5+N61 z_mv$bhB$X7)q(ir=^Mu#>x1(nyDk62!q=lL7Z5@#pXG<9htA4-!{2TD*g_T-4Y+UC z(hZU>{^%O@E~a79OvJo%N5R z?EoB&wRolTDbbQR8w$*RNu_R)qEr}X27K)T5dwnbUvnMNJF_1FMX~AzU8qUNJjc?idc{OFCMm<_sb9lcEBS|=0Qj(DQ8?r4o)#3b>5&&Pp!FB2Bglt((iaJO;aDG&M}`H z$F|4;^)x;GF)g9d`}JP^zq@-G4E_!5o!9vf4XgaB+mo#mp%}fF~MJR7?;Hsi=9}Ap$_I#RmpI3G>-&4@hn4|zQ@dY#G_>osZOk?O^oM2 zHcLzphM47)CBj~Y-MsyZ+e>p+D7?G1V81lH!%wOyniYwaf*H)yQ zU`&~zVdL`Rh0prWnc&^f!gS%TI{S&mr6T9El1WB z{rr2NX~c#4wVrQn2mSBT5;=Nlzb-*p)g)z2e18R``!;vaHU`2>h7rg;puu@b7-NiJei}d;rVmAamQtbRn=M>_ zRiL#Ws72fTH03s*G)z6RGwYEq0O*OZkc4MQiGz_~w|g2}7eO&2Ra)U`@@O9OBv=%4 zE2|-`*xW#142d&)G|!Qe;#R5Evy`DtTu*$luq*rGgG!FvRfQc-`i>xxnna&27^%ZZ za=2flKaUzYhN&C-`|Do_jT`x)IawRF-{}x3(T~(1oUthpe^ggQSM`}N?Jw=p+H`OA zCvL74B}fFl>bv+!evjftY-OyELU`DrsOebeLxR~aDQ@My9u))%o(?0BU?7l?WAD>a z0?tffO22!CO0Vbnz^%$bLbKe zdcqN>1h|#(gQt-fW@hp>&dEKP&4tMdRp@1eiFR{v+^;k zh3ono$S&-Pplz`UrMF)jWjay2FqL%EJRvBrn{cjp2ovL5f)mJM* z4nPZfoQbh$0Pabq5hKSywwpt_`-+I%W8k@2Z8MU^tWcl2=5}*oN|^%#lNJg&hKyQ7 zQBwZN*R^9Kt$s-wljC=?{+RNRRb#4NH+1gooD3vE!%JEycyGj%ktWbpGtK=1W5p&^ zZf%T+7bqyAt`KHx>pKvKwP9d!w1pSOm=8o~PSmjIO*0QV6XRlW&5b z?~8M>dGvoMrUL==JK21wtjXBo-(!;SvqVd~0aB(Hl3P$&)3Lx8M5(JiE07{NogoM3 zthAcU_KPTm-IjAv(p0lvOUJNmXP(^I6;4^Z7+u=2$tW}bab{ixJLTB&Ku)q$vso9F z+_A}#Cd$;69(TvEDrYXe^e?K<&ns+!ipus)#>9zHzp*;0{1U$je`%0DgKd~e6RDH{ zK!-fiAdH_wxlp@US269m(O~#M!H$%rxOPevh-w$zA0=1+za2x;$ktST#4sfqobZ<_*RC7pv0WO>o6Yb~%x#xGVAy z>Y0r3I5T}F>@F@i_*Zy*$+;u?*lhf#XK17&)JgdUy<1mM|AAX_UF`Dv%*;-E=axl9 z4%&N>wvd@0LZ#4O=*V}}jM)~K;^9h}VRs`vdeGXW&Umb zGYN+WQ~3Au7MCS)(Wie5E{1fMKW{IJSby`LeP{1wpYAql(|z}l_IYXLDar-!)oFRI z(60yjQ>Gg{%vNF)P&ngSFklya%P>>SI-EyoD%}k6IYGKbKx!59@e^Khw$(mXOurQL z6RraX&Agvizm54*st8DXGext?m_D3yte!a;n#Tmy9e7RoV0sECqmqTbt1&$ia;La_ z^5q@NTMsAq%cEqy@*{bcBjI16m--3)=Pmu4;>{M3xB4mlLR2VT*_RS)S&V~)^v>*2 zyqCgjusIA9!Ccq_@e5vC-wyY@yXO1%53qB{+|v+5*&9uLuY2pl^%`_s)c6bg%iVoN zZ$5>2D#!=RhvKv$p9q^&p7+VY##}3`U4Hvt*JW;aY;5j3*&q&|F>UTnw?F31@_glk zSlm2Eq8Qzl&eKl6L&A;`9=S>-4GzqpK}P}&<^3Zcb!M*z2>!jTwI<*-b+qeD-@b}zuqGf-GFjtNv^8kmCf=pz z(v_Rcb8z>8+IWZ$t=N5h%^s5X%^ZX@`Q7sL&)DHE#pVJ;$~Goli`3Xd-n{n2zb3iM7)bt-%BUh9Up}q5Cjs9E7XgviGAPF#r@5n)*ylyB$MA^erSm8Gzht5&hwzC8>U zZT?8~hcWJ`Jtn^MMW2B#VB!qdn;T;6`NjWQ_A_3Yi^PcMwGH;$rhcw6nw!-IQ2<4jP#IQSR4{fqU6YNT5o55f5OY+_S(h1W3^sr*C8;)%iS zWDX-AaJ#okK2cyiC7<&3-xjWXU`j9Wf6`sJmdF{b01v0(JS-hfAf1dP6n~GGGOMJY zXXQ3#o~=I)FMlGz#cZPxj@?-Op`Bf2amJhArK7pN3t5q!OuB(H@!vMyrEk2j2Tunw!i^vJB>U##$+>6Rr zEGnr*%q0R#-(~uTfan@Nd(5%anM9(ZW3vgaZK}b>9l2mc5tl(;DJO+%feyb+%)#DC zGp1xYWvB8$t7@m(Br9aqiPRFoaD^Nr)cMT!X<;c)9={Cvx z!$M#VKyBYJNOIt+ImZZoqYU#0QLs%PK|{-qBs(!(KXoj$@iW!6QX=rqtm2&B9-{SJ zdn0Wa+KUg|JXj!YgjHOshxUcaZVt}=NYUHPlNnQS=YWI5t%=m+bc*+E3iXM*{c8vn z&=w1{F9RRf7er5s1L~DNy(r&|n$iZ;X-fShdi^gOtK)%RV(}ae@&0d?VL*wcnhQ!~ z6ljlAYuin-XX+1)Nl<$6)ZHQu`xBASun!V-u1ADYUV8p87S!=y0C-G>xYv2%(W;~{|Qd>2&{S(kPfKOH@O(QCO= zL;+?#!w&I+M`xx@`z5Uhdy<@E#cEuxnS9iPAmmSrjBM#$3s>|cXb9l}<+p2s4r)8Q za^DBC{ut5pdijJJ9mzXuIOhG6Y(M(o(qPt#I-$!}J<1o+Xrce? z@S$egdnXd}K9J)pgsbb_CaAUs{r)+U7f2HDsi%_CT;0&ni(ngO$v`jQKnO@0_J7~} zE);_*T$uO^D^3Rs@KiFQLL(C43?}{7*wDccl+QX`oR0q8*(TX);3d16*Ph$xS>h^n z9yzITy7q&Z^wKItUWas+&(=%9tU@?HdpyrVPAr)5ESS2lU~QxbjJ6hBKwUz~=+SAr z*EGCMlBG}Kii{m5yuxDz=wI({sEWcqm*JWRP+)ycz(QvH{t#KuqgO{G;UZzsYZ$(G z^kC#RsJ0jqTiukiSlQNABqQ^&5xGms@HL0rEBTV3FVE~2$_W^7Jzj{ntkJ#3BEt_G zQ8Gz`No5&ZR8unGd5Ga`8jEnbVWZWKk#7#i_UYT0c2&z+w9N{-`TO;iWJapd48mh| z?`BGSzb4NMM~@hP=3lCBuW(^uvAGGfzc;cF4FgwRsOW9GF%IQGp5v&zWlMK5|7zsH6 zVWwvB{R8p@OS#63>}HGLNTi5BGM%R`?<1oN|KLcETI>|zKK6Q4X-aAPnY_ADsEb*= zu4amio#$Oh(PUCWLYs22%keRN{?y?2zQF@;rG@vVi9&Uh&@rV4Ht>f9L$+;M{7j!v9=U&}zQ3{eJfpbuM& z_3SZwOdfVx)CN-p>@kP!49(D2OMQ_Eib(2iXA6~LU8Pv2bc?;pVC1N%8WWFpV3E`4kS3N$!?=W>^=q8(Yktp2v;04v|wrbE335fdChC z#GB=zZ!3OaXR6>=9WJfsMqgz3JuIXmSPYs|%a1T!Ql#E5;Kr8Ry94XQb@;Jo=3@-I zQ4#tH4|z{LX_@=&=|o#N*2UN%Ro1$&iMf?cO0@kzU5mNJ;>Jp(t_HRzEP`xWch8ku*WP4X_GHX;Va{_QcpAu0L|4OF_tGL*VL^8TptZITh z8#BwU7+K$GS|qN&-5!2;3%y!wM0QyDG>(cYW1g}6`3ai*`&N`HVzhGZPsxTr0q&!B z+XO`sI2*CskUUYT6Y;$&mpx>~|H{WfSV5l@leEXbI^)RFIE#Gs7*Ek#0ePTOEGpP;rU)h!k#L-T+bAfXQ8z+`9{ z0E&qH{GG@#H)ru7&KnJbYN7t_gw#+>Ci#37^04Z>RWL{|c_0rQY)YM!j>#@hr%K+% z9xbnknnG92h-s1}RZ!rs5VMQloh7$1KK`?y*E19m%t8pTiZNICK@JOImJ|OYe?r2*e3#B_ z8Dp)jG;2F6f5WYtZ@GXHpaOlSe_JU$2gX$XiD+~Q^=#sQ zOu(m&{+J3V&`rB#;3A*>SpbwEn^96{n4xB%oHA6WhEI8DW6m3Z4lFlC|S*A4~mjs@gSsYp^a|#-%E8>?r7-X zwsOwZpPS_%Di<4m*;*zk*&+uQ78LdsRq@)0gub6F#C|F59r|_8hC$3?^Cv1Q6nT}Q z=zv~D0JQI&xag+}Nk40=F#WT?;G5 zGH5!LygY_R(FP&0V_+uT)6mZ1;FfE_a*`8Bap7paYf-{u?Uv&{0l7KB+wNKZPe~n< zGTJ!U0;DeSBnSoxWi>APJum`<$kpuki=G}s*ZZc?ZN5LWJKUQ_xPI2VY8D~s{$M3m zx?ZpvoEd9e@XUns$tsL}4&FK`T?{Rb+wQYSyV7Vp-;?_BPFv#jAcXmxL`rgQeU@Fv z*h|f-h3^}NfeoghCJ3)>se!ch1BFvg+T4!B19>!5ubn5wAIsdl7>5^xvzi-(e5MSa zDxult_2Ie631ZXK)7iC;$dPeBz(Bg-hhxnd;g8PKoXj@xe{ z^!i~ilMTmc95XF0#L>PJ`K)AOCTcbfRq-{quw<;o0Q`$oDo@$i_~?o#W}t%f!>40V z8yfh{)oZ*KxLtMvq3JvzZgz`Bd^avTUu9d^2|p}E{ZyQwVfLtD=707y9iG=RYi4!T z#Lx6JeLrt=){Lq1FkWt8Ah6oq%+WqGhih21tEPWmZgXbwTWFFoL}5hk5Yze0$9*kH z12LtDYyYs}Ihj*ww1n~-BXdd3h=K}BRanvh4AhvoU16#JFQl)u)U9mngUv=GxTD-u z2C8k&?DzO~Nrgu>co^|FrN6^cxN#huq!V%7FiJ-&$ZOnU>Nb;P*-CQI(XlR{0@{VS zGu=iNPpU%)p?U*Ot3l3Xe`y4F_S>kcM>_s{`!aO2KBw-PnPfqF!30*3O##pi_wLKr zUA!(SRwah6XZ{hx=n7_JGF7*hVm5WDcw2a)f=N~&e*R>eu5FVMUUV+HH`@Vlywo9X zd^5lfs!$PSnjTDG%P{C6wgx)yT`7K25RK8PJuIcOhd0Ducv4w}**XNJ+cAWKHtHco zY>zEC=Bc_PvZx>7DY}9rS!fNQ9G{@~A4Z41(kw>v9O$@X$GL_&Y(vn{6snLc@ z=yAp^uZ|oBxf$rJDhyp~4uT+ZtVaO@u!_^6`zCLWx6aFzGjFHtTQPf9d=0NfTc(_Z zB}9e4J^jK+UrtmaY=A;r5r+7sZ9rvqlC*`onqq z#I9T+oR|IJ1e&qv0DAEN@8qjf@wN)YDn_a^ga_Fsf}?;&Hw4Htv^#eAwr-FCDlIQn z56uIvop?$78_N$jh{z$d^)K>rh%-fYvG7avAMzGMH4Ze!0!~n$X+*g9DrvNbbZ+`3 z#2l=L9gI{cmO2Sne!5F=eyx+ID~;Dj$)HtY3w${`bft5CQZghuUc_cO<0JK25{rA+ zxj+vJ(Y~Eh7T?;uCF$Go{gq@szMX?>8|2Cq!$|4kU8kOYfURiCzMj)MR3}pn+AETy z^TeN-)zGdJ6^!fkjC{t=Z-q1eQn$|}TRb8S6lcM|@jhvwnxU#X=VX6Uq`H?gjESG0 zY0$OM*paP2yJ-;GR|PsDrog+W68R>;)a%-#;>gyWo!k!vRMAbbdVt5|(!|53?NEh} zGAvtKYRa>`Oy4k}`U9}S4^>V@QhZ=nAl$RJ9Js4iW;)5ku3t6FiI4q+h4B(1%egj& z=K32GIWaRO?k7LC!`RY_Wt}DX4`R;Ns?mbT$p&DwvyCcZV{8W*Kgng^C&_NkKrJ6$ zY-x=Z=m8phxf^rV?r(ydD!g^Zb3*>Sgz7H^0Xcu-#jqh%Ts;^Iko@Q0aU>cm6Re2> zElF;GmTF%w0r|gil>ogHbMbr6LZEg*F+JvgP3ebw$-{JBPy*QpVzy17;>ZDyX|{Tu z*t@e2e*^)aUUh*t$=Ls*^s#AYS`06@#dzp{w6fbuzN1YyzMBG|NWO4W1&$QT4;)G1 zrungAqB9K;Esx*ZJ!V%Z0F=r#Z7IML=C79dFJ1nRmie)ztIJ<4b9f67QSzu|j(62g z`VZD=15YMU>-z2h?EA3H<_u=rk@J?;oW&-P`O*f+Jf`qk6DVeAJJ0A=W9KK?E74CpTFz2{<1oPVtZC*7nDreDTIIa+}UK%#Ro_P*k<0?AN1py zd|KO%DHH+FUjWR-7s|G76h5^gUn?8|H5zCjcDnZXj~>{?(|A6y^Eb)a*;x@`;iz&r z36b$m-fq@^SmC+EV>ruq;99>~ey0YFz=VPZU>3DoS&lZ&4*S4m58?o>mpN)T=9X4X z`H2#*tLtC-2J}Cgv*j3|&4S?bX45>^uF$RPiyV?rCse?j*^4g$ZNvG=%U1(GMgKQ$UMvavP8cZ5#B_bIP% z%;Wv&&)i!ZZi~`w1KhG%-g4OGtj&nla2uh`;1DE&>ex5>WI{R5MF7FFVX*RQ`3IZ( zGIh=&bpFNXhX{ED91<6|1+$rJ`<1Bg_R-3J$`b}eiZN;4ls_1^OnIJiLOzRKYJ9D} zZdH9D)m;{ffrbj*yIJ~wOucnn6k+>4tb%|@x4_aZoy*eQ&C=Z<%>t52cY}a*H%N(q zfOK~&-7EqUD@e#Y_&nd|_x^Y0%ynOL&&+;4J2UsW&P9_re>RHo*P4k&?$(-=9Y=zc zm{#V~snVm%G*GqKGRDITyiHj0V6kE+$X70$_5Z37Vy0lJ;9qGAF_4xuFcZ^yDL;tG zaB%)!|H>}mp~&9{OuTN!ISo2Kez092_Vy;>hm$KrXqU|Dv!^=knwq}+U~L;?8q@60 z;h&`lDYZ}nrd`UgUYaaP^I5ya^N#;rz?bV`BdL2Q*+1xK5`bfQpg{Ua#VMu)4&dck zjbmS>BP=NhQfH7Th!;4X_YH3#>&zLxIw?*m{7_Z2J#-!y{_(U)|45Jll>Tuz{bMoD zYfVQlBL@akhvfKby?PtKuk*abW;%%Q6~9of9fK(YQ4U^`dE+*Bch)AV!^|EIWlh6& zRQOdrc53lBwWxtL?8#;iGNHXkB=n6JudYuQLR{jz_LYORoZz=A-wHRrh@qP0X`@}t z*149CQjWDYFNZzUEM|36xQ7>i;O%b-^@~####MQ)u-FxnpkC~O3sZ~(O5YZ!9gyBN z3iCf(W264k{^Qr$R**%%JxxVzeBbD6dsGL)vZ&%V2p$K=A~_Q@n;{tvm;d^8);(X- z?W25U746wM!*Gz~{|z8}h6*S6zX5_|Oj_9tAF3XMZ0dtp`t2=R+e{eO0xXmG1JtGa z+?zKNQNF_asxrJ)cAzdBP!kt^^(H~%-T8RQ&=wucIY(7pA5U0zVlN|dLS?(JB)nt1 zEB2@q`^IUG?UU|fg~jEM$iADk&(7;h3o3)&`-e33CZG=7wF%zf_mO?1pk1^&Y0~mP zAKCHVz*1?yM%d+_ylIoKp4N!}<(nDwz3$M0lBz+O?xm+|Om5dcIcc|{)E`l_=M)L{ zq|q93L5g2wu-Ea!bg`MfZnA`Eevzpg_fW-@F{b>JzP)=1EL4t^g2t6iHo4XF!DU0G z^$<<=r}Z%t5ksZAgW}KXJju#GWNTT^#`olSS72%@PgFG6%WY0n&7n+0{=mD3vK=QPbhE)zU`l6>$mIAkuPJ1OlIP1y;Gs)}R~rE+BUM^H9=jB4n(z}00R~ec)f74H2U0A!I>l0pzkq!MRPl1PBT>;S*xfHgOcl#;O{s zXe^NIAHJ2@rtz>RtgJ&pc_A6}!UlkHQnaDocbEhLYEV5sp^p(?w_Nh~{3?4Ymo-9u znRINzM5R@8KzwMYjby5F(z|ovq@ncElvH{ltVvpBfb5+V8L{S3kqv>ocWskuy)vRH zyP1C)+K5rvv5zMRsJ6>gEqH{fncd-z8`=)++dC7=Nm@XQ5>IhgptZJM0Y6L}3&86C z#ryzPv?h+w9G#X9H&D9tD3$2sA|s?7p-*wzW>VDm!D!EF8u6k5WWT z539d|d2=%9mdHj(Sx*51{4^2+sWG;-%MSK|eD7m0m;hq`W4=|4TI^%4f%n-)Fb*b5 zDNFIWUF2Zj+YKvtv52nPS%%B@Q_gI&4XzT9t{Ugpr{TC5kYc4!b5L1G6|6}tqcVKN zcF=Yd3TdNMhDz;%pf{T=pmFRyomcZCB^%v6w8N8*&f|Yi<&6J+d5OACI2B}0k*0cd zKN3Qyo?P)=_~XQb9NXXP=-}Lj^l2-s=YQ^v0t_n_6*N{NO0&6NHo8LHy5n7Yr>h1Tg{i2CKI6ST3PW^%R z*nbCSA*sjkx=-N5JtGA7WflQ4AAUkUOkD8 z<+~dbWB5=h$U8$Oj5>Y?nYkp_Od1J;Wzdz1F}jlW8*jt6n`V)>6~l!qeBM_iW=M&T~q0pdnnit9pIBhXeo(0P*#6 zYOHN!#bOHcSV(L>H-?;Bk2HgbZtvy>1k_AnZlMnh6&T&+ViDP*JTLby+r~mAwg?e5 zNK=yQ)#}aPgJ>+#^DhpL?mPXpfJ^Q&1I~ zL^*$1N|?{l#?C&m#K*YPG4hYNNjgECxVpy0Ti$J2Xxx0K1G%ZYDfeESVXMrs_!ZLv z)_QsotwSYc1xh5aX0KrC4<-9^S}zsmgZEr|WmrV2sL5gd-oex+XOqtI*RYhnf`JT+ z$xB}0cI4F!*J7?xz0}-!S8y;kYM2zOqG{Itqlpj`g+=cr@1>Hx|3e6p)~I&t92uUI zrbG9+ZFItom^=3uCANXhZv+BRmS&)w93Az8Sb4ZF#-M}zHE(1H>3}#Ja0+(sB`!Fa zEMl37O5X63$9G2{VcVC>*h|%=vRa6Nf5AeRUaw+yXf{ONZ+zRvrAhB>@ebdX@K7jc zk5eDjtfNfm-=*>ul8e;-ZpN*GKA;BvbbUG=5d`n`EIGfVr>D}!^a=7gk#Ric^^XN@}ZS#_2 zv!hP$LOuXL72q26%HhheCMjA9_%~@|7Dm&20Nax;KMASiOx5Va%jDGo?l*Nl42D!%&WX!ZTHE&uDY*)MIn0RG{^;3{eds5)`R$xhh9w8#O{94h zXl7Pe0@YOGR7Jw5?3pSAYv0d0zO{W(JAKII8uQ-+So((ju&Cn&u1>cniAb+gno`H6 zWdWQdu1Jbdd_3I5-c?Y3GRUw*^9>p>`2#g_!{V7%Qc;6Sl<6Gs=cU&<(~pUlwE7P!~{#?S7 zn9Ce_fs9qXm3^Rf5{-f*4F!*eNEIef!HstN@WGOnadMYOa1KK8Cs?{ZWBU`G%m^y#7VhdvmeV<7bVn;J84Gek%&UAp#seeff3V^pN7a!3SZQ{akSH z+lrsmo};*K()Y5y8un5j@#?eee}|aTpA@=*N!3@Y3uKD|`AVG{f<}n4f8L#@$$w|K zu)#Lh6_PbOrH-eLllm?#bd<)Odq27 zxmR2PCOv08RTf#AQbha8a0M%1ckR2a=yFridn&knTU2_j8&x@?({?2iA_rief3(Q=9rvVz2DA?*?LHTKi%H<=P%_Td1l$Z z&GiSO$4#7JvXK3Uey%Qf*V>~)=@R+z&pfxeb=BltHua*n%C}}$&4?s2j=ddA^!Iv96Pd`q3EY-OjHF09`}|^BlN_AB?Dp4iEkFfg6+yV?SxUZZu$CB zG7-R%&WoY)1HA{57j+NhvQ$)gh5GljXjQ->^)tD^GPJ^#5h}6?Y&7|jboorgNHE3^ zQ7Wpi0-1Z-{}>E@ny1&?tMKL|@*J%H+0mzT%PufDTyc#5LcS<{D5ES_mKfpw>AbU# z>^9z)jw!D2wyfYaFd?`PY+=d~SR00;B!X8J-0LQMTWrMxypdyHV-$6->dj zwv8nLE-jbCUH-SKGYUm?i^@9_tBKkbt8E9c%BxF_gy&Js3a=b3=39>xJf~#>rUhs| z1W zY&%*GQnlQ!XN|tr+KQAxcD3gwvtm{<5!vumEe&xO_Jth%$qH3L#8fLzD^Fv5aKo#Q zxtTGZwzZJxA1b?hG~WDZhs4dD#Qlol3yGn;>yyF$ zO>@?&79xv%&VX=dD8M$#__ox0QccN1g(wT zw&t3CPBX3Gt;6b;#S`!EO9a5s$%?BZY*y(LBSf}um*+RhY9ZanB%n`#wa>gM)~Pp^ zUZm%K<$Cl<%`qDghUpUuiTe^eC&~A$!khFo;Ft}#D{6Vl@ZAjt&6j5ro$!uqKaYTy z^*~0ltzr|bTB+v8DW2}G2;Kd_Yvq9pBG%;BJ`Ck(bWyL}w)~@(f39_|0@U<|iS%l- zLOl+nP|=!k`&D8K{X&js&U6U0l`To=h@}WM!qw1X^%XEz7aV7$or$*3``wf)AN0Hz z(nPTN=RUA_^Y7rodAE8jl+Gq7c2&1SP@7ADD_E-;@>qSKm0H8!x3z%wLld}uV>Kv< zW;+bzFqwq7couJ#2ZfDbyk?~wp-cq^z-k=m<3D}Q*e;lHvZ97i4K$mh} zu(ohS70EkXYy>5k7vzcJ87>Ciu>t*Gssh7qWp=qEPg1tX5U>|NQy+vf_{?b}!ob-; zgfv?$R!68DvG)be$rO@b5>ypjNO`z=Vy2EIA@)?4Q0A1l;wi=mP5G`jRP!=0jr3c- zaIiz5E}x7Tcm3B8iA>~@%i8GZz#YxEs3Gnzq7PTKQ9zAYAq_7^4p(;?W{)@{Wi-@J zOB)W#8<}hgQs>%PSbe)3PO)QUSfdMl1(IayAW`fz(-LIv+SrMZ2=*;?e;F85A2!dN zD(sHcNz_`&+6Ko^{L4#*n5|`rsf7e3^Nq>gH?==B2q^nsg)f&Ic|r9rzmwa%TgQ@W z)I3QL3Nv+zSQdB`6|-q7Jv&QjDHOs{r8;=2fZ10O@+}F8RKq=$P$X!{6HsSQUAgh% z=%WN#rYRsP#upYc;#6U6;h?dyt7}~%18%SULEmPc(aRLsde3y4zh?YgD1XgC2JZJp zDhtqH+T#!cAZl407HTa^H2im><7U(J<~OL!bj70H&i@ZvZ8c3B{+GAPZ{qkab^QZN z@oe?0T~Y4Zf5NTEnl#i-D+>?i-msn@EjQf(_c7;&FzwElAAV>IV2F3J)`Tp5dsTFy z*1oFy$a1-rH&g=#Ur|sMBuo2Aag?6pzSaJJA;$j=xmxP_nTnJpV0V&XNnOcR*Yelo zeK13yAW>oA0i!npXh5X zQyUl&+|*M}eMQf*{LWohOu&?7p4gv#D}A+it36?M&!awYd62nNh{;Kmxa&BdV7()T zKQHEfbWP@LwcW0$ox9pOVh@Mgzl$@*2tICxrf3~l;!_n^7 z?`>K$UJsmY72$e7GyjdrmrBMF-{-2G24n#oM)UaA9exu3uz!N-@A>G{|M9Ez?z2vz z6a7T37jrJOSE)eO&QM@w5cOVW$C?L-I2*VW6I06_(FTJ??-KE zri*b_wES`5*Av^fH+fDr2wuqrkE{XEgp1*%Ij0?d(KOShpaJLF9&YF+22vxum6t^0 zL8bhz|u!CYVxy+b3KcfL8?=N2S-a3jNz|2)kZ?Bl(-bdq9xa6DLf zCxbK^t3)?N8O7)vbVrCS@92R+C@&|?kHm#+L6f+6^nfGJofsr;^xU2F{S?d3AgMb1 z64^;{FC@Tn1~n)YosJAxnP|Wr(hRDGG|sN#mfe=J2>Kp7w{@-W4XfB;Iql5CJ<4GA zv}AdLO-X81lR3#nxUJV?1#$l0f3#`|=S-C0CxlgKLkc%}xKJ8!B9%)Tp8{?iLE=^{ z2nY_lD9VJeYDz^D^{V?HF4v!KAC*fm5BUX1W|__tO=%e7;Tw zar-GpSmgM*wVHNP%SlFF8~MLrX_91>@jI2{(Z8|2V)J12%t#1a(b^i zJyX_tuk=*AXk4G2=PLgk-P+9KP0Pjd6r}Klm@gyk`1Hy0%P-E75;7DH@p}s_^vr`Bc*j}NA$zw@mWw+)!U5NxUuz)M>zk9SPYx9F#jc0!iAGWzpCs&WBe^ssp; zHzoo--NY3pzue+2lzs*R`L(7_Ccm}f6Lq?RZ;d{4&6y@*M5=?&UcKCvRU5RJ6Vsx_ z$(Ye_zI@VC2Z@xR;>;{uI(X4n@s276>v=$lp)i4t2tibAv;1Ga1lg?4qXIPa=Q+x0 z{BrlNb3&gb?9tbbeSI`s-A_-o&4HQ$qQ(unL?IAI!IoxGt#WP?t2p}$J@qJQ%L=ws4c4mwb$Fr`v z_YAP5@E3}DW+BYa{{Z_$sv1_KAPy`ga#2KGU?*znKKo0*=sL%V8XfibwYJ^#n?4Yp zB^^OhYSI`A;Bh!5&~8n)=Bk*i_JUe)i@D;6?ytk$_tMF|8P}gxPXVmhhhp(8Jqf3daga|^^ zr~VkxM9;c%XRC$N#uKOkA06rjz@L7Ji%io31sj%}SgfMTJJZIW;d;cwvca8;N^hbb zc6J?BrIE&w#HPh5YhBZ1Y(+@vOuOAiT+dby7}e~KP@WI#x-JRGt6zp%ENVQBsbwH1YN;70ImY}~xOpYDNDIAv57R|oS@Z+^d> zo=?=yjuCINe@U#sdxU*zMFV!_r8n|>+vO!V$@qfMwJ1ROc=LV)D0pI?stI(^I$LxA z6B(rxxtJ)|qmR%2s&VIw&GqCei?kHj*!ceX&@qzyqyA(q-9h(@os6xETQ!qT7anxo z_rRj5)szv!F45xYb2_I;=Ks7p-f)of#;W_w9hstIVs8>Sh8jc}+`~w8--FLc3L5N;S3Rb2 z@S!FJ4F^o`>LX6#w9ltXi%FL>&uiHzGRFxw_)Ef?|h=NkX^ zYhoT`EPnu_!K>nf9XJNRewM~U*nwXerEjZivDV`mV~S{ON57p;r}-_dE2TE~<*xxu zR))eDk$X_^afxe^qn;F@F9r&!63;G;($;TU!xz!c659K$tq+_X>-_upOt${qazoJb zd6Re_HYgSdlQHDTo!l*&;Pv$U6h6oZcecthTI4_Y-L#)+r7#5E=2sa7y6}&lFHc+7 zd~4h1dEhAQe!!Amh=a~D2EsRtCU8JRq^dm6w=^hvE)UrAVl!uRoMs- zpMRBFtR#N=teAz6Jt!@lJh;UnE6{NXb!Pb-D~gjQuuf$7K(^c*FcivP|1|0-`k^i} zzUCCm?BNf`UsI|h${($cc~(@e;6%tVuDsWiObp}}I^l%%n$wW?bwKNcU9NaX#p=i=dTy}DotLt9r1#jMb#>ipzD<{)HjZn1l4s&$4wd)>#y-t zIJ_Ke5J+rGp18wK7~u_63qD;$@>_fAvaUPQfzpFv@r}xcB@qiHGa^Xb+L8TPf$uLq z998cxUq?&Pi)mL?RK3AB&IQj7<-JpeF&NjKD#Rg6u?+rul6;)1aiTg;rk?>#YV&!> z$pTPjx@~zoIf)%IU7auM38Jtl3Kq{>)vqFpiYCP&Z$ooO_a*B=6Y-+YGC?J19qE%Y zenu+KXC&+{wMB?)e!{p8$FU@f(x+QLk%dVW14GcpGvq!!1Zh3ux1npY`#ltqRS5Xc z^2yj2n7345xf_h)kf{SgNA{nR8%&3Q3=@4kLm#^);~vQ>o{bi9g zDODb3F`U$7C$k}#K+6`^@YXcM)VXG8{6R0hhPjKO zHa^m|_thzMGW_ay0L!i%?jK8}P`nA{YLWv(1DRB?(HBi5b4*~}LENjm zewGmjl*dZ^Gs<%ca{e@~1(o2@3+lSSNE5u~&Gj@C9}R7w@%X;hoAYTXE}Fc{Wam}; zS_d-lE-NnU^SNUkF|kXDv$XQ}{S&-*UchE8{iE9H?ZxtCV2c;4afGUsmD-|$I- z_M<#I@m^X!xTAg6x!1HbwVr4)BXTcUu*5Ki6OHTlOJ)*~lc0&)$8xz*C5&)BpE1lnNM&g_w2w~ zshV!e4sW1k0>#=zsnOZZeDKTgR0vZEjjm(Of8k8Q)Z2>y)92#q3{qh`3+NM9DuhoY zULl7?$jiGNlwKU)WjO zD#_WN!AR~IlrRRI(NL_lwdpD1AbuYO?*IuCI%Go(E4;pHvn$bG7n9@G4gY(g4)PNCyNxKEP`jbMozqIkb&+T3x_+#+m$lBhytbTro;^R1d(lhV_ zyy9MhUc5WHiz29bOTV^r#lo1OCZ3EGoN_LQDX%oJD~s(g!EwglRYXe_gCt3ND-}C* zDBm8lE~fF|EXAf~D<>Z;6)e@&JD&(Ms={6@2g?GVfi;(xujSIv2CUqbF_J<_Q;3{B zWhJ>Zh7qu_AM7Wph0x$Q0_70>(rH+0$I(;ailrAr@#$BaE;O`KY{PZoaR zUNl4`Axm2W;^fHI%pq?Ruw~dB<>PzLsNLt%yPW%}cJg=F92I zJ@S`6;bYy%O%^5N0oQVEjO01??%~~Mj3YiATB?YNBfOw$EWr76%1s4VUaFqxlGA)= z#j;a|3IvpNJ&#@S!$4>xh#RC{t|SUTXf57R9f5pa`o7`>yg3B>BAeuITCZX#ApHHm z#ckxIlWBvSk6>IhY-`U}BzwZ_`K?vn@m}^`)JXxnb_K$gXU3atjC}$&DS!#GrEWaAq$lKtFF0g}Bs+0B!9@U{gr__wK(wbDaK_#fw`1PV! z9*h7)xr&)9PeI5sztzveUH;T@hvjk&RX+$afxbbh;PALoGtZnr2rQFZ~6KJA>4t z>GK=@cGb=K4<>}MQUhuPV*J3vEn=OR_F$X&! zw>MyqH2rdwrQ&Na>dea?&7T;X8qDX^k0FUaj-kb0o6(XqO&Rw4I0)scBmpi+O z6B0)}RmfnNoZ@7OH$^FBqKh$h)sYEpdy}Uo&TYZ*Gc=Cf~@C55~-q>$D0yDW9 zAUa?WaQJ2W2B?hN|M~Z_A^j{TZx?zr{tYn-hQ_b{v+}j0Fp~q+{r_~cJpn?1@E&y# z0_b`7j?2lj{zWk9w-mWMdOb>L3!PVibpH|AZh8JMm}Ti$Q;;9X4CsSJozwqC43Ni= zy0>e`k7LF2?dcID|0wyFgKJQ=!9w@{f@Ph6U_g-@CrHFM=2b!74%iX{Im8|RA6@wW z=nI?w(fu}nI@uURE(ApH>;j79`R;l^$T~0d|LEY2|Iv&O0l=99I%>{A$Z@;6ApbwO zMb``nS&Kp}Q9W2ELT~;@vzGpkcBZ@dKQ(NBjuoIamPHyI02J7U!z+Mbb~z|ikmxG8 zwSt@ssJam(5=eQ33y)CuA1p$8;ZaRJ_;IBE0xsS|{-#M=es{?SlE^u@^^sQ~&2s+) zU}OAdfMhxUk`b2x8H99E@c_y5TW`Rv9Z=kw$M-Yac>fdPQUG)}?0*Xn#t-2J zjRB6sXJIoK4-qr3J5PE8Us^Q|6OT~)W8p@6J~8*MQF)0_M&^c#Z@E^4OO1+J1I07* zSm_SnSh!Y+&gp-!`o0#MX-APZt!kskv=4Mt7vLl3MCA{@Rqj@Kr#kdGP}1pD4nsH| z`2|t=Puf`yf4wZlqY7fU-P;BacInN1y8N&YK^Q`0?OXqgo}UdmBY~bK~vk z>2J@Qmy-B#0nm60xX(f)FWjqZf5A7F#>thGyrg#Zj{ZSIFV7%d)IsMxJ(I@QZ|sGB z|8%BsHifBbGan66Nn`1(JjEXhB`dp@Lt2lkZGDDLDx zd&GpsJq!NL)gDa;N&Iw8Hn`+p@!`2x@^N;1UB(gqng*MPqg+6;QQlOtgZ`Q|2%+E} zAbE`b556E%B!}w`o!4TCMVX03Nnys6ys;BXbPbRMy)<5%|25OR>`4lGCfqOEJwMH8 zwrJmk`itNed7ll7j!&n1Te`YTxo%COj#XqZN>44*qz385QHLAN0^nBpSN`eS2s-`2 z82tL&O1W-(*9&ZZbHTa8*)(I2at~C*^Tx_tS59N{Gh+lKprN*^sMK~gr8ku!!2u8( zHiUwmMzxRune(rm{LQGM@}n-bh2sy7*Z1f2sQW_!RX=?p?1IDT*)~@>4#Fm;&3CGXpqRi{K0agi z*VZWa+@afcU1M)7?kS_=isUH?F58Vrqvzjm;h^tmYrBaQM4}L6sZ#;XP}RTgX?1C} zp*mFDm-{=k`%4O7Nd{~MK`$~5gdwFa0;jPB(pO)Dk0#j)Ep^N;s=t-Kjcj~|S@i7B zVyWF+nh^YRE`Ow4@1Y(H@{1wlV@=tt`L4_Fy8aV$-u;m1n(5C=_bb#dWF_~vHIra> z+!9?FYd_hOROFDdR3(F2+LSD3s~(?ZSyl3`T#nB@vBcFeWub>9X9p+O>I{@>cV-&7 z2!CPQ-m~JK2*qus*9wia7=kHrwD1M2G^FQOl9XffEj6sJR86)0+G-N^bGDsO$UT&+b z=NA$kPUKLvE(~}bw4zC*e`arXEtNi^Ajd}^emZsQNKvs$fa#XpY+2}aA7SGkdpJVN7ppZ}TQd$021$$io0TAq;~c`)!%L+&`q$Zw-* z3YI1#G^XY6tcD+Jt%xh!yzTAbI;IEJYkj*glim~^2N4b5h$$9etLAT% zWR)CM5p|351lz$6NSR(Uj7F7^~^3gwd_YM%bLu&LWE2he`#9)Z56xAsvCHoP>1r2&3YzCf&dbnOo*8>s|2 zHT07QpO*3T-N3x(%3_YR95BN4@=lhY^!+L8jtY52Q#DZ8=#ZSV$y<1pVNvDC`-!FF zRiWG}MiO*zzMIB~PIHu9TL*!nQ?joF8_7D;t2zl!dw*+#ddo4H ztghc&q=Q)tt&j$WHWsLT*m)4d4EVW^XM4X5-vG4S*W;{iOJb^0Q6xrq8o&oio$>ey zb62+DHwAlmZ{~lN%LKo{T|wtdUs4*6H=qM=ZfcgdN}D|5FGSrr>K;+X@BalQ6;J9~ zEj&UklbQY3+;6-tWr960Yt26@S?e5`E%b+mi)#}?e`48Sq690brD=3@UC`j*MUbkd zsLg4JJhQLR%?YCFFVm}&g+1Xy2`0$fa&!RxSwbF3a5gDs9gf1^?%4y?l)@ya9tf>& z-mMI^&);Uj+tAbb2)9;0<)5v!!@@A%QQ_lM=FdJ0wMt514y;%(nswApEv(w199Hb> zWFk<(3&!GKH2absTIYYmPtX8;?I-eOn)->Br~2Lrm2~i2LqHh+t()U1-C?dF0`(`D z%BXu=r@gh`*V9w`SIXcw^G4U%V|?Y2}D`b3d5hDA3a&)HAzlU}u$fQD)9 zToxG$lO`24Bwb!s?bgGKw0i<{_T2kYth-4(B6}Ep|1l6d_IXl>?(h zgqRI!Lr6RI+~faJb!We;@H4E#qWX&RksT{tv8-(KJu8HY0DIAdnpE^V6%IiRbCBH^ z$$HaE-te;(g@AqHfUDL|LB9*zS4wJo13NJN)=6~Lc%CI&NbAT+zg^`vX5mOvGj%ci zTeQB`bY_KeF^C&<{l?OyuOgsh> zT9Lzln9}HIB$C`;P&uC^Mn zN=WXW8yjWbD|!SB$!`WjuKI7xSMUfbvn!+IuaD!gs-kwjpPj1;4;I{>(q$E@wrWkWiJ7xKIe_5Ta{sjZ6;{0X{>@CfM^s9GRdz6T2dWX%W}Kij ziAF>aZ(h@LzETCwc<*ei?b#sc>&og}wL$o`7bbITMMb3r6c$??Coz1 zK3QD%Gg8nX9hmO=FjT(&RAhpaPBMSxcEd@mnU);7EzbJ#vn@0^f)j9u@bp;hbk&g?Yt`k`-h?0MQ1Q=H@%2& zY(L)U;uU`wTIkV%R9@VYcgI&GG-8JctSZHtg|m5A!noP!`o8ao5#Yh)Ijx9dnPLqn zK=;G~L_Yfx>hD<-Kbd|cL!KD(j;%ggcg{B^bd;CeHR|6M<*#GrO^e*zL#=8fHMvE; zFQKy33dKvFA|RE;4VvRAH^Np#haoiuUTwbHTQ2vih&~~#7wIt(qU1?N>$eP&@?X+C zU2QndHKk_GLVGcbLmJ)dBchA9Uql!Zpr)zSt4O;;a$SRCd{S@vh+Z$wPWxf97aSgY z#B>1IH^-=KI%Qi2sDHZ{SuF~Imn|uY(1CImhY4vr0-V!Kgh=aF1|a3V(KRzihjw4x zuMYCP)qfVzJmQe8d_qOXG}Fl=158~oeVuDCQp~ewe!eb!k<|~~;CE&_T>=Vh;ZGy_ zv`LQWV-c%!_S@f%w?BQ0E16ZoP$f~%V6XstV$kUqFYDm;)>=~KP>I6Waiu$|p zq>h*KZmMjq=)+}5KGpJIhRkyzn}6%CuQg}7;9LGsr&2XS5i@${i|H4&iGw1HU0@El zORJFl5@yBht+bTydB0E1hoLd}2@UDkdXaMs5>AED6s_I6;fayLIn}A~m=A28KW|7H zjuOb(BQ8`*hjCkJNfH{QBWy=9GEc6*SF4g$!ux3AjIpI~9ylkRCX(zd5k%1Q~eT8&?8MN!|C@Q>gA=I!Ha8OM7662ILDoNLTcM=-;x*J zI>(&8#R`jVYW)u+=f#2na_)W2GNb5_&w#5~rKw1E1IfhaQa$_Ho7G_^NL1lv2*S!>yT^k~W{%N6*{vVmM8u zaDHEy?%OLl;qxa(FM>sf6d4wemzQY)kmny+FPU6sv1 zFs{Jd@v#Y)Ii|F&_sc{vz(CC+?P#P(!`(4o7Cyxiu-}({3m$mIV*vW+8cmyy1Y6*8 zIL#2f9M|u9{)!&kC=(_bP7?S^Rjd|Pyj;@hh(JC~>se*c*xiL2vZ#J8u`^#hmgER!(}2Yq!?R?2m@ z8sy*Z{0kGm)v^TwYGmn)LRJWF=uigGWA@g-)%i3?XH|>Xy3R7d-0)dS0T8G{DG|^8Q(M|elmZ;*1P-ex10kYp2<4g+Y@%ef{N;6_Dt7+niT!9trj%JKw z96-ntB0l-)3m9*4Te%x(ZVDr##zx74x2uZ~g;+>@cevbLQmY4k%avC{FMCRTtvLpt z^{3?NO<{94>+!k@K>e%~%(ZF+kJg##wJIA*<+F;|%Xj6?h_W2I?J?U-;-Bx;w?at} zRoo*E+goZok!2UhZ;bul30r#rYt`9xBCxI7QTlevPy_c)KrME9s_mG7>ptFk#97`+ z6@md}xm;6b>=fvEXc)?1iG@Z;@S$W{mAe<9NP*n(@BHhAwwXwL?@YY^`0dh!j6t;f zr~EAQ?$h|)kwJ0yqf*3Y9aVj$)RlGz9o*;}B?LSjcwdyY-X1g*cS~LOt8SIF!pcx=V}!CKyB;lC*!?*HN}q)$D`!giO~ELZ&p+gj&y~%W}0++*!U?>qW2lzy)Nu_Y`>zxS$d+ z_;PG@D;@$4sFOSS_rIH-(h0f-j{m;i<%+#_#{IygCjga#!3EQld+=0Dl?ickd{ybQ zK1u%|)`C9f9A;w0_JLGl%X+?+Xh2tL3gm*y!QhKD+%J`Q-*G|ZVel53hL@u%rjV^EGkp&7GGtv_Tt@}D$nB`LqbyQ^$OpwYjaK4uFDPavufly%I!=5`b};u zrKa~>P}QcR6@>-!sFT-TfQ;Vrgzn;#^ftcMbD8#u94pEXb`T4>0H-<+##fQM42C92 zLf$z-!;-AiUVZTnDcV35T%}787gReH7)e|&-G!|MmC@fvxQdyH_$Q@R9b{YUzBz4R=$R>?p5OcC~j6KeQKBh^S3z0~S|q`B)x zWNPWHXiO~VhO_*hR zzgzBagP*p)x0B+f9uPtR%%!&&!vOv4N4&z>Y8BI?*w#m5t~F&W8qf0{7+478)=32i zZ&rR~0`hsuL^VF<186J4)a#yO{&&l-nL7QR(|4}5RUm-fA~hFRWaJI!#x5F!~^NiqjyA99f7y@4W2nCT-ih1`SpJ zt8xVbjrK~mkH7@qWk};T1FB^SWq*N4g;WlJt`zFqVZcOX;Q{r_Jj`FO91;a`lXbe7 zCHnUqzGWvIVCt3EWC!O=5}4mvb)I9P#FYzyrfPb?o+P|JM=;3*bjw9^y6$h6s@z3# zB>EBcXefK$fFP<@&yz%gle0Tz>Ht^vYbfrzN)DbAwh9?zCDLB=03>C*8#Dbp8Fl(wFsjm7cM)&d+4Y{=>t1qAGHE*HC_T-% z%N0YA{jb8O-?3#5M>T(z9t!IZKFH#E%f(I8VpJ6YZBzuw>18LonTn_upK8iMSYjzO z<|NdaP{J%6s78{^Vk)F3pXz$!>vwcgxs>fRwgxW$VD8Lfq0bv%=Z8k0I?F~GK!Km0 z4xmgPXPSn6g9aqcAH8%3$-_XdbHsn{paQgWbN*=LJboiBzyF-KeeH@**rn=}cf;MQ z2>wLg^m(NGWh|f_6y#f5`9A4Qe$+;S>MpDLsDT2m;w_4D(S-g$LFmSO* zWRxvr3@;iwcp=>}KqVJj{1KZE2-1N%BmO9-h-oQT8x~J49%14D3(y$`E%JF{_AaYi zXahl^^)fei3L!_~pNGomm|F^`4h~(Vdp9!(FyLKzgw$+4kWL-e$-Fy)D8yM@&%i{$9G9mMfskteQ`ptx(g*2(NYJ`jGWp0RKu^f5PW;)l6 z^%Pk*M~;RrQW2JHaNbx6kHcJ2zD&=%M5>}>hQn9Gj^gfs#)nAxdCV$!M zwVSH~O^9`64nAxYtNO-A@=1qs@LZw;6yLhuY4oE_W91Qnb@4y22x(0gt3%d zkRklm=1)V~ZYKQ_N#R#tt42|NBlbxiMPZhl@#5qRTfZP!6JL@1Zt>?8_XW6J)~wfp zR__H%BQ1G1mSTHxx6^yy-~Il3X3d&4bLQ-Q&g?zUJgXgbxx@dKDN>9RWf`W=8Yw_5Ck~#C zZSuQ@Ym!*bT!gW6>2k-|yF)4QF zYF4esRn$W`FU%*zV@}EIK=<(ruV&7)|DnE&zxQlF@cgs?raotP$7Xl0hDYPAuD+Uj zDV^Mu-Oc^bs?vckAJH!nFW3X zGIH$cVfEmW_{NFe8BYo!;1Q)znwc&#T7!`s^kU^hQ4}R5VQ?*Pqf~jf6$~Sj_?B__ zPE|A4vI!VW6!?fSWNhKWiYF1=qMtlwW#oiHvK6t&P0rL~^_6RE#&fMp3YVj7a9R}?Tmx;k{_2w$u8?&UnmUgk zC``1kOAFsqbT55>rg1Sq#NzvcNh0^I5%|K~@<8>q`?3;xKplSf2*sLMxBCD{m# zx6DbVJ9NwxU{j;5vtbQS z(TLAfc_WjGVr8#iO@UR%wxY}=2xW<%)dvp2scubZlUY`Uzq}?!xgRrVV$*#K*_OJk zbfiP*>>v{mf3Iuh#Euaz=xSs-)Vw)@Hn(Q8qi<%~4dF1EL<#Vf*xAjc{}H1DGdOx@ zOGTF+bvcl{>}DwqQ5wb8uxO!;<0!JwM0DU`ywAb*HIh>%mDV^p8GEvKQudfbW8!5Z z^)ICAuEJZ zgLZHr%VY&%zXm+~wXh#$iopt#Ku5BAUXt0~#nK8?A_2;|%J{-azxmKeEMK?fc28Ah zA5yP_jX(XES%RoJ-64A+T9o2G3_qwj*;&6Gq>E%0eF00fqa^o18Xo070<@4@$>m|V@H#)s=AJ$05@x%=}9M*}vqrv6wX&ijFE zCoU~_;>SUyms571*=5{v!;Lb~1$e$F?{)f{LeRm(2QimzLMLii&oA8bxV1~8&ty_$ zk)MR`qxe$(p7biIOWP4V3gy`%ubjHn#=UO*{p&{@=lVBWIfEeN@x{y=kxw?5uubKN z9EqFm+%oLV(~x@I^kcx@5~CwN#LB3ZA48t1i_u&-#OUTksd1CTm&58grb3ZhGWvYT zcirwU2(#@9`lG1uYO#2jEH~D9k9Du8G8M^qC`@QV_V;Lswk$%VY&c?Aw#Acy{xdw- z(AIr&-awX}F}^^SZJe2-J>P9)JHg+XsfgvCRU$a>&&pj)NXk(Bvlu%yNZ3G1yw6;C zLfoklX5*JV80~No(xd|VlkUtyz7#P9jc5$PEF(WFi3jrLq;nv*n{ceo4MSaEh*1vg z5A%Hwt&5xms0Ho{shbN>2(EKAaRRlV`0X*na{8z4ZCUM@{zMumIQ|H7yf>Q-Zf(A9~N(#rcJzaI;~MiuWhv!=G0vR8{^Wpzu^?;w zleQnzs74VuS;YMMLx_7|XNfi?22m07!Gq3a01{7x&5E2;R`)tE+r!mfUBF|qJWDB4 zt(-AMIRYRX=gfhOx}8N^ta#^s6L*7u$fZjMX~>n$LJD|)8PG>_yPrq*~{ z6uX9jl%H3IsS$kc#SH@J8Jz44QIlQ<^eB(2iUjU&1iWWyU8t5}_h~gd@#k;PTW^>H zuNIh$@7D4#u^ifVzjg?Ln|;Ye>4%@3x2?R-I8c_GIXqpT=}q~q;U)QLc7?yF zGv~LNm!#qBvF@y{vaoqXVNDW#4US|nB_cztO0}Ex$gWHhBU{VQstZ1;f^K0=t*22cpntu+W%zuA=W zMK96JHqodPC-$Z(roDY7KBT-j6A-^>VHd<7J-Kd%^>%cQm5P-YEz~ zKZj(RSHfWp96#u3cr2cI6astx(70F8!z;4yM8Th<JMln8^`8xrQ*S+haOtamA3ZL zV?n_W0}{+)v3=Bl>qJz7;Di^6L$Y^`*_?gc%`Ek)VCT$`0w!NFaCbwX}0T zLt&M`en0cYn2y5*=?ktDPE}8_=TOz8Cvi}-7hUOA@EgiOO*Up1PJ9mx10Kgqzw5#w zH1r-O9=9qzCC`*xw{18$R-1?JHWo@eVuHi#4F|HxH*UL`{491tT*hk3>Y)%#c2N)q81J z)7}uSRkXhN)01n4XN-Oy!uOh#k2=@b1Wn6-n2CYVFW2w-1d|k!vkZoXuk_6-(H{eW zDesXk4h9SGU#AKi4bH#%OGlGmqawQa;W7_4o`MOGe_v2PE>dIp2A?2j~Pbj!oIQc?os zC|i|0S{npBV~6Zf#vWsl*=2b395m_Q+{?Ga$$AMSPDFt+(**S|7G_+L6}De_plL5O<3 z{2-cp&p}S9KB)hOJh1`nS$!eozDpOJiu6boulbb?!ZI^oavqid-tQMtu)Ro+csHNN z;o`(xvwjz$GTZt^{1s<(iH%-QaA!WOak1U#ie*glk1Wg_ClgH{={nmdUE_f_Rfe&+ z@jqYY3|$J=<Xh}lxqm!dpjWJ7qf~{u zSM+7zFrs{L)|GACCl)+N$liwX;a5ufiY?x+%kd!YmZ8hP{u!`KQJBFHDhfZvW!i=0 zM>qFC!MgK_`pf@V^o4M@_^$40(R%6#wR0*#o*gVBMu#htXo4&DmI3;im1pA*6Ehk9 zwn!RodW0^Ah};~nz$K6Z`^^vBn57&zODkG<)_`G(?`ps7Gw|V@yNW+LXcfbW+}GbCt{TN#7v%)^Z{W0PoAQ?dM?q`ns8}8@uhb!3WGe z3-dyNct`d#8kG=Xby41Ie%g9IDaG3Aa!#K7kAFzC9b%uFh(t8c#hzo!J%Zqm-1J0TXs5?G=1AOPjfFX6`tu^0qtiU(@24uqknjF(%xpb74<@wx`05 zAWNo`O`JC609I=^PgMB}wGv$G)oV_}mXA_g<@hW#cIU!a@@?k?u}jQrEk?u4;%wXa zFAB|Lb*i_Lc1Et@5$?2NL%gg~dSK>ESWP_e9r-!i#LRih z+J}cbPzg|wkJnZ8!{E37{KGY-?}xNGmiw0{490%@myB#SQh7b)_?P(m4*hKZ2WNtK zsQLlHUw~}_B`h*`CrcP zDxjgvQUVZ#zm&DSdxs#90m9FSmzg%lE$>X>EP(+)Df!BdNH0t{Gy-5I|3ez4A_k(3 zy+<>v(G=eK)A-kyr(bI44?xfU>BcLIxs_*g3{0v+8)1Q{H6ViQVD&{~4KXF!;UDa} zhKMKgFHT-Vbc45lmsp+_uXuXta1;aB$(+ii;7@Ca+4$c8j{LDYj6(fy66olMQhgB zqBntp+x^Yo_H;30F1%{3jX%;4)Ood5&4 z4PE{f8=LCE{NHBi#Tr%z?)$q{q|k&FrzZKdJb`> zx^D!=Cc9M@#roz75mHrJn59)Qxs~{za2Cjb*LG1S&>qgP%sxs>U9oZEMaXZ z08Q`j(YYG|zQQHC>%sglXl~EwPZ^c#s15_Q8BD-TUShlelt&k)f-78rk*s^@hR9 z?Chlrzw4Ma97P&DPwKO>JmAe^uMRspJr)(kzgqX+9(Q!6joN{UT+Bt|N7}FJa%wk$ zW!oLW^cQSFSK-sCUu;nKjMuLw+-s0?6*>qX%)O$=p0_E$$WUp?HP(8nkUiIP%oo}S zZ_K@FS)Z;IspfZ~+iN^I3Rij-%cUMF$C#h!AZK^Er|drFBM0X!V(l9fOsc*yWko9D zf^E@6JV##+cpGcS{E)4`={ehDt|W=*a^)jQh=%sFc6PiLGId6tvI!Aw#;S4t{-Hd_*@X0noLI}R`c|K_QYdFDWaM6M+~0lZrh0M3O;zpE zueamk_b5y`zu2B-(tp&mdj!rvT~tdDAEASPmt;UBW=uKf0&atI${c*gTu^$K%}{Kg zf=r7(88aEKTHWS|+YxvU0muC65r!2R2B&-uVTPQkg%i=j;ekV&HkmW^_3t?9bgZrm zt|biT!Zs7#5%F4y@s-q{RDL4frk;3bGv@$_CL9!vJL9dcb=NMs+La$Axb1NdkU^nOn9W)q6-us&@}Rbj=3|b7e7@_1pW@ zS7`5p&t#{{R0XA zgYk_j3cz^whyAT2mrrJAN~#TdaFo&Qn_SC{QtflO2B(?mtVw9A!@!LUEjwn_KDQ>0 za4=j$yMmR4i64v_%tdC2s-CZW_^u45+}He7bcoqJ>3FmRvLwV&M>@uAk!fKzp!RKu zuknRRw#?*7#nOm*{mR+KMXgX2_=2O=MEwc$b{-s_naHcdK5`3OxN&;mRO8SAJ@j79 z%5k(N&U(>ra#i7+sH&fzl;N8h{i%G%BS!$P11E}gH&z!sGVOPPh?)qvO_pjUo-4pT zGHRT;L(QxNFEb-?aZI!~K*H&*4s$v-pd1M!ZhLI%MrbqK8bA@ylLfUF0u3RPYUjOtygSj@qL&jwBYB^xI1Y5>L zv&RGXG;r`epv~LE?1F)N!pI^clUc6O?Bri83K>q<>GM0i_u1_SWVkFAfA6>{=wLy( zA}nd@>|DOuj}vUAUUBZM?8Qf>BOpw;;vsVC%s&+_Ir8EA8Ff6s*e6JTxd`pm+?XhX zsrwUro+0JPE0u{>TN?b(m65Liv`wrvoDqf94@EFJnl_lLLrI9W&BH+{*1-&H73;>eAqYwzf5B0BDyj9pyv+mJeouv5e?$! z4Bu1jQeiRYmmo?sVwRyc&*EJI&MjY{W+|PJi2| zDc{irJ1ktI<(jd%4&4XC{GUz!S|D&=%WeJ2@i^TZh|%sRCnAG9gg;CL`qO2`N9>_4yB zgB!1r=gv9(cvbt8HA>jGl-0_somJZ3NhYutajSo6!VS~!O*7g+(64dP#H&5^4EO7C z6Z5RE`M}h3JJw0S+6$C7sDAZER3xasxU)tYs{2+y@74Z?Tb1OIU4=fc(V>nCB+?Ll z>d_yqZl%y<*YL%%c}w1rTUxR41|qay9GX?l7R4MWVfq_vR@{a%yB-I>9LNYHW>m^EHN#0MM5(2hAc3w0FI=h7}NWfkF+y;_k|Y>}S&Wige<74z~f zV9VlUQuY=d93sjpcS${%dt{C+;FO(EWj?l5knOTR zH*N0Uq9vDjq6=DvTemfzqN}2{KF?&qYFWOG!jyJtt~zbD*HkjfQ#aHxoh7s`9*Z zEWN*>{G^$;fnvJ0L?4voLV;3L=3KD~<(&~xrs}l#U;%CCYP7Xf!2zO0NwE%N+xi-$ z)K*f0;apTiq>RD#Q1Oiuwlh5Mx1XivWx4Lkf?6u&!uJ;@$l3_{>vU*+&3mT(qEiEU zKk@wKn{mpt5wj_{LcVm!aws*=QisHS5d6A7B|mC>YNjOBfP=3B#{0Yel1fi(Vp2^X z?pLHN%{e6~WN<=+;DRWRGOttGX8c zsMO2ZP~hzd9kNoBhE6LZ7z`?>tc&B#LFk^nXnzRJoIul^b}dR8sh!8n_fI*lXG+u? z=(@V@M2AEx+f!*sMo^%^9WfVeA{an3UqbQv|$^@4sofjfx$Ufq&>c5GL$=i9&f3MVc+J1O2CU3+v zR-GDp#L7d_g1O7u_@W4k5YEM$j&O7I1)(WVR)B!qdF(#kC4wc(w0NwL6^#@G;*uHd zXTV@8_bMOD!li7)=R&i?mWBpKmnVv3cvzC+raW!$oa@_Z=G<0yK`jLevmaa2{XUX7 zhSw(K*EEuN?dD-W;g#Zezmy(ckR!1p7+h0g%dlq4+?x`=$>ydSJstEPp0$sv1TbMHu z%RQK9@6UVhQ&ekm(7-_XXhImK@63q~OWiv}mS!whErXh{!>~n^XZ)$sepP?UFH9^`rURTOP9Iq{Yj5e5u%LG`|=w zhgP`puoVdZz|KUdSwzdYcHLE3@iHARArwYMc2p1+5=SnQr`P#iC9ole+AQr(C!Mb# ztWQwZhX<1q2TW?`Fw2dtk*BYQ@2I}<#NxmT4qUH6*-=L>zIp#?=Sw*Y*uOsOeVj0D zqcizhruc>=1O=`2LC?pF>lH}|4B9?rV7yY({23eC@6lVE@JgC!!V`M)gWvg{9e)U0 zAUu+Q`Y^=g77+#?w7xl}P_XX@nfbSBy`(?lIY*60a8y_Q4@#(rIed*tXVa&p+nu_JB-c;-2iAHGC7eJArO;zyq2l(% z!;p+6z=aH+Y?24Q*OT9^xez)0t!%a|f3HkPWoT#`21ouODftCkbxBDI$-1wnBg#8g zYxLbXLXG{$V*0O9GQ|4@uKTZN7S^9uU54E-M)DC>Fjq{;zGdq^zXLH`NdAXqneR$kmR8J66F;7NqSz$ zrk?kngu0(6R&u&$5~#-#j1>vN+$rA&pM~o5@tVV__5^z`$UoZH$?4)U44F5`|4*g@ zUVvIZ9?UpC5jB$$oc`^hL)tS)uM-=r5M3%6`)GbTa=5M&#FOJizbDbMz;0+dIG=HM zF^f}Ms!+Hmffen?6`10aRLl79v-jVK;>^mAn9@C5xZ+sd2o@FCrG}0#R9BIPYtwC# zevJ@>@1R#|x_-`A8#sok#N*23^r=n1y7?Y=-dlo%wkX6tDqs{2_ZyZ!Gt_1Hi@|L} zMges8Vs5=;-|+>VdS}9-P0dJ6OD}e{Pf5+17%tnIqEv9S5`>ybb>yuDa5+VzFG~r= zE1PZYE>UpEJflMBn6J z{CmWZ!6=lv7<5s&Iq=rBElnt;4$fF(g=FdHS5xan+6?m>(x26>1-&NCeELODy3HXE zCbw6^0y&oOR|Oz^&5TQLx2>fztA**bG#gEAoIX2B0E*wuYtShqMIPmbp5 zMpTe4KKPeH3MMzz4<<01P#sxbM>FmNh2yybrMLKd6zuus} zFkzandE!gaEcJge@OZW#_@OjT6~CI8Q91!klNrsIeCJ8{`>R*+SU3N=xbfKv{ZRs^xKhgTM9qzK z{#3i3>V-y-5=zsfCdE{E4(&#OMvzRl$y54RmM3SR)$+P*K;DYye2Jb1RZagiM|rNK zeRCs&DR~E$A2I6{0;))#iCx!(E4>sJH;4%7$5xzSzsXHPDrJ{_am!Q=-YAZP{%JME zv|n9pyJ|D{YP#tG7U=V8SEPlRZx>%+#|4%QBqrk zv3xcxMT}#=GutR5rqHxC&dK^)Y{h%O$F=jUv$L1fdJvH-i+$L&37A7u4T%bLh3)wz z$u1|p#Ej57#M3@2?-_8S0KW5XNldYCAF5!4J_S7bYkRw;lv73s6BV)3Nxz~GeEYxv zBP1N~7_jQyV++xcW!a6mWq9Y<$E)>I(-e1*+i0*oO{9ef&h>USZ*8&l+khikipZWx z!LcmiEfQT%h>h!X^_U7(U98MYV}Q z#?nW-fs*FYyo(u_YH$lMSEpunixvTP)@+&pPR%qOZ8e@ z_h`Wvju2$tk261UWt}*;Ex)mS^k*}ex58`17YQeX6xV~NY=OVrBgcd6EptK6bQ8nQd* z(;~MHbD}JUHUzu+Ahn5i(F097Ugko6bX(VzYK3m2(lhN{=r;@W#8n!Y&jFid5zQvb zm8RUI!2D&-Tzm`}xKS{9UilWfr78bcGQ1M z<(6KD054MxXacO(pkIm35vCXltNUSEygF(v>j@NWZ=Go6J5m?vHNt^~-dHNca**<@ zzRizt+aDl~S=bi|%L`k}Y8|P@WgO&=w``6WRuoN1VgGaW$O2r0|GNIz23)(AgLn?V zq79|?Z;#b&QFf#{Iq;A>)}f1noc7qBF*h<=1n|$FW5Vu?nc4hUhWAa|cz2%P9&5mc z#P8Ojq(fZV9&_SFef-rfOX;W`&ABxyxsUNGkh$zEbsFNxkg4KCs~BB2n0moN&U7IC zv$h;)>x78fq)#z7I1j`OwcP`8BvET4ckGjbG?qwJrC9qtm}(u|$+0f2)jAL03lZ#^ zKIsy8%U+;m{0Lyjub%?jVz(!_gM#zOp9OJmnCBsSO<2~r{2KF9iChH{ zxN}!L^QPS3&SLfIXbay3Rys(JiVii&WJ8 z5J(RcZd6i#0ynU_d2y{EE_4oA*a`_+Xb-@R;_8zuXwi=w`ob2pQEK!8B6AFdl%Vcp zjk5c?{z@FEGwiDppjYivw%Dv^>sDpHh1^e!U|3Qoh4%@hpB&*+sRI`t??U56pguB` z(@_$eG-%j2JaMho1U3gWD9E`|fPsE%!T4ybyW+7<3r$0-%m~9oTSLe2tXr96LVswT z`O9PlDtNYug56cqSWo?~^E)#$=1DtUsjDY%=@a0D6MULEsr4K5MqM==ABT7r?N|N#6KLAVp&?c$FYFVJRy^c4xDhEM0_@xfc0KCTW1P}u zb=_S0iRzdY?_WJ*PkuBcu| z-(^76b?sSCN>{W5+2!~0cYF%70KI_=P5HGYL$p37!q|D)H<^k8QCZ1TZ`>}WG2EQE z(c+}rkc(SJ+n&bju4eplwS2TV;b*?MD~zLhgl zH^+D5Zw0)-D)qCiq^gvCy2{e({TTNaFH{We*Sx_5>)hbf%3qk%1|tnq!iib?7{v}; zeVWt=pgIAk2PXacBj|4&WmSj0{%fZ>&{ z8hy>GaMk|N?>S@mc23Dge<`DKTC2}s6ut&yPSm#li7l;9^P=li=u*LoBFqsbot*dR zY4!*TvA6$-{c-Z}CVx$T{ceKJMQSJn6N-Z;yjav4fIoPX;yt}(hgwF#kjFi0q^{un zJhJDrM}UPTDJ!a_Ucv0L-s%W?dm@BrCgH)2;x5-lb_Y+X@9#;iUAYlDr3|=ZBL5Zh zEG%m@r)Y&W&E|fg$t}ur%KWxQ2d%}BXjWwi{F~7mc}X)*R-R~R3^?g1)f$b{((YJR$ zsq8`_{oS>wxhI#Gq{)Hd`VK;vFj1V4uVc)a!Xxa+`@V+J#+^6p)!48eh=Yrmn*i!r zQ?+FFigr(d6quvFaPl4#>@%bpVd=5MG_u{6HJYtYcpOUe0d&&^-S3AMQ8?ojJMa}J zv|i2SY={~Q4j*Z*-`_6}CbLXg@%i_9^!xdbJ9@7V6RmY-CS8mysolr+y63%}!$c*5T2HQ>!(@muD1ILX?HcY&p&4S5o5k)-jPt2|+Ly@FCHydca51nWYqG*xtxhINFk1heF9|2KiF!k?(x+KtWo1r2NzTEy21n)IX}U zTy{m1s%GmuF8rq_pJJ}A<%=kE9Pv7y*6WRLBlz(NPT4Du*HZx$^jocXN9(Qp0VH=D z$VShpPTA7gq>)eO_Y4-gy-0V(wsw!__clH085642U-_Ke8oL)QOjx)sj;GdMc&VF^ z4c*rUD!*)?uGqNIZ10vFztp{CB}q(}A_U0Q@iYxhRE??^j@9Cx~EPn7T*OKE-wz0=o~f0Gi-66yqX)o829FabJSPDHOPe1s{A#( zdOclVUZBUL>@W8rtn+ZUX;Oa#O&aB7pjU(%_jn6Di|?qd@>W&UdmNTT!58pkMk}&&tv* zYqw$p-!Z3C$*U~QeR?geulpO{%@NzIhxjAqDFq|e@`%$fg{|?y!JvLH=!V1#*!;fq z=x9`4Z!aCxa(vTgc6RoQ?$izgyD$D{KXPP5Jnw}z#JZL5J&Ya=t|^dYm2oj`a{==s zhi-arb2yHtv~^4%VKkR}*8XAVR`jEXv~=n=2>2lx zRJhE%{s{AyBdDoHzyIyhRQ?XHdlpg?$3??h8V}7I40ueeG}md~8HHX5%8)XYrMKx5 zJG)_VJ|~EC{keU~b>xc-g?AZ2i?>!Zz3VfounOX8`pmVh4az13(tcXU(=;>iKzs&1 zQx{f^pSSa)XLxC#<1gNN$A2;^>{CwY;Cc1?+7YfJ_ifiH^ZLGQaC$Q%X#6-tm_BC| zc_y1+FSE4Hb_!v)1mf>CwDrO>Kc}SlIdP4ASW7@&qbkd@GBW=v*kKkL4WVrIGu4)B zgqx34d!)xSwDmk_`Fa*dhKQ)#ZtQ|ii>ho0~Xa#(}!+;uQF<0_Xz})S|WAZf!?6=2Kh!$ z$kZmv2#`KQdJi~}u9zgG3 zws+j3oUjonYasuP+Kv&i#s)WyJF|%{^JRB|4fg-wp*~)>{wT{9A+)*|bQfBxd%#zS zIWY6uZ=rfqyMcrdIFZm@D`JgZI-jraXeOBl5zWTy7 zxUdN!^X2Cv7i{_ZztD6Xd)i>s>5d#FOBiXk1&!O|bHkmq;8IlOYn;(`B}bjStNHW}M5^_0 zewns(1PK`<`+a87Xqj#1+dELNtsDtTx`3rX$rMH+H?MOlXSKVVTCore6)30N99>0P zm2hkhHM}%}b98;-5ohQTXI|A=PvFPA8!e-82gPU!zrk9CaDy-?F`ardGYczD76=aaB2cO zKaDyWq87Oxv;|d;4jF~2un;%L<8<}2s8xFuRlF{Bs@6*zmbshw#+{y*zCAH8w|k;K z?w!5CZNKVO+N?C0Z4eTni1@L&Izz~#c%?`XHPsJ5`1ogpd*gvlYCAoc%uxf|d*JZ= z6&(n7Ve2=S`b55b+u4aM5s@G{sDT9+hF}NSd^p~LBx@`YaUgzNS*cL{kWrnaKdpo$ zhM3!vk}oDJs*%1XEuKCg82tF422LWUg3Gh!UGkAA2iaX@I&9pL2%D+v7OjO!IbO{Y zGPHso{HxmHG@MMlNeVRcCpV}lVo{8p zz&2guqdj1pKp{wJ4Y6prgu+)1Gf`=Hchqn$y0avBq$u}lm*HqocTU)7cF5i~@y3Ae zh@{$dMRkc^$FSocyN${J*#{My1=`hYzVb07*hi{yI*c^`i&%h{hkz|gjT2)giO&JD zTAHCaZm5R)8WJ2z$p0W}NN9(Dkr6b)zo-woX{3qqJtX_L35cl9 z65s%>i4Se{=|>}c17%4xyF`0Kx+9|M??oBICDguZP>D(ua0u~gDv;F(3}(O5N8j7{ zjudf{1Qh>k1d>9*k-dAOruP2i1cpICdJ*hvac!C?Q`Z*>H0 zjSH!NLOS7mhop0OC^#dHT_rEA>rbd6xH9j1ekeD2Pkzh{Sp+|5J0jUn1dgQGB3+zG zU~>{FrWCrq#zruT3rLO+CiMDHq|Wn@F~cEvPR(d{KLp%?xP0@p@Q3!VNd(LTfpx* zU<-Uy*7z4%xouLd+Rcj)17%yprajxa!%~?#WG|+C3j*}2#gdXlrjwB>2bt5-$fLDC zvuA16#7&>-VR2~jiJ^E`I0qPkB~>+bDq6{C@mYUlgjVTrV1Be-y+rYi!3Vvb>4S>J zp2zo_K`&!+qhu*}wu!+jV$GhUpsuP7?A!X?nwWtx;=yOnRH0kJ@mWfamOFRQ*8m!o zt&#o?bf6BSF6h!Y4f6OAi)EOrw4bVk=oKPM-!cgH=KHd6!p{>5%T0We> zaCv$Wb4p87x~jLSs@Lddd_6VaW9Cua=|-zIZZl03wh%Kd;Pw(jB_rNP`!py7$U2a4e6!OUcd)q+qk{f& zmW_9B9OtMsF4a&}v8dukzr-C8ci!Exq-BN2l0OHISK(N!UB1)ACJu@K?%~!jyFHVP zbWcBXts{30C&H|k0*(dUpw3(}OE!~?Y^8_s@Mx;X!HD{5i_)epw48-ppJeC42ujOE zt+VHCX1e?IqkmkVbp6n@Pd(n5fN_gUm5B3RThiM_xyzYo`7mxkU5cgk!WfRaYq<%g zeC|%~1NEsf3KkUIb+&o0UnPp}&kiq{nj|`T+Rwppi*K?Tj9(8v>c}?`@6LU{(9Qo3E3?`UD~Z@lgtM z@j}kk*MHn+J0_i96uI+5Da? zY!0M9J6EU|YWdd^UPaCMN&FUrqdm!^T7ijlAe!>&@*mFq2eJDXiaQGA;0M+;;C35K z*`w+bb(p-F{4y(Q?+BddTt`aMXqKVoQm~|x--LxbIlGf$Lj-3#;VM0sXiXIrp<-7<+(OhpoN`AQ1B+CClBOP!x7>?FGT|gC zbx2iK&0Wxmb{RVwhO5dpSB}AuAS4WF7I8>AYDgdGwecilLy_blN+ zUr!-%nQ_0F7J2wsOhXq32ef*2&%!N%O6LAMKI2*p5 zX8d3-X|^$^T8`g`MWgToX-at(A@$UH&H6%dVA!RBHKy{#OWRYx=cgtqRfjrcQ92L{ ztU-@d#=SjaNwg!2p`->)kxnaHn#mz0wk`^!=5TDXh!zzU*i_`-6UV zxHwSuTYSbSM0%UJlKA$}?Re-Z=Vo%aiFFEf z|3Ur#px}Ry^gjspAKa=dAIze8?;@tVP71@^8l$(zF9<&NCh5zf1L((!0tA41V=xIG zjl7(VszG(ctX4A$j-@MyU!?^!G$-r$5PTST;sUhf27y#ng!(yeR%L7kL)VeTq1~(< zEsWYHQUZrDyRrBlP#g$IDPo2hEqo;91%lD5d-A=?SW0&i48vSiRrg;wo4Ht;@I@U} z_1a6=KF5KYJa`TqgB$3vVCDB<7PGf7qN-xQN&Wv?&g%Vt?lJ$Ld(QvoZd`9#Wegfb z5K%BTVKGZK368L`E{mVBQZ$$egVw~KiH@tYoc{=prYpa}70!di}O6RXwzJZC%Xx5#}3sR(nQw#$H3WT`Er@n?RvNMR=(*G5IkA)S#+D zm!#E*=K-}>XanRxlp>cTZSRziMA3XP3bV70!k7VHf;oQib;;`L3H)2$bjGgyk|%DSP%F%D zN#Oxa(KYkBn!~UqVoiam0R-!p`Y!=bh7c|=nY#cI7C$jpBo>y@Cge|*>wLO)qDGqtBuE2by(wlej1IAyNoh%K2-Km>uD9*&bnHYuAu zAcJ=N2(Q7>lHI7BA5FAO&-4>tQz2d+)sNHPztmUaP~KDk1YEE?4&lsrN%CIC=e}d2 zBDb3=$;|H2&G?Up>dNEIAgCB4??O}ue(V-i&3LVOwA9n+hc0&H#e>DV!Mqo;2rRpe zKIeo>Cc`w19WhYzMsrgqDzzthLQgE5(%OT%!kt2c6AAZ6y^I*v(}2NzPX5pOX-kXu zYLYxFFyh$yGjUC8$!5-rFtr>ZavG)_mSsC8KP15l?Ajea&_C3S-+$`ms?W{4+D%Hk z9T3x{x`J%Y`;p)*I4-6O>%E>OjVcxlwqdbRj_Z@&w=*4SB}fD}d$FQb~2 zHb4)ok3x$ivumu|3ttKiO4&Rf^@w8ZZ>4QdWH|XL^>^2%7C1+1c~8JILlQkDew;DQ zzt*4@*(E&G+x>N-77nHF^)KCOI%Fd5?K|(x74%9n^HRs2wx_oEE~+H$>vc`VCyink>WAO4iePc%;1SGQ!c2nUk~S_M3^<1n*A7C z_v;B6nmN!#%7tFZ6c?Kh>v`6EDmd|`K4e`7z?M_NgT*x2{_0}qhinJEC7E^LKK-im zxm&YMX1|B9j+*HDYUYD2`;J9gvCS(J2p5lfS+`iSjqG~Aix`w+u7xawxS%wBZ%lYT zDiS|FncbQ7`vVvJjEQ7Veq(xR+6r{&I-4?6JotAFe5~XtUrt^=mkQ!nsX`;(n$)5W zFev-9?LWUer~Y*=m?> z3vYt?yk}->_4V|}EdO*)Q&_JZj&08@vf3jxg!43exp=aRM&&h^74Ws%WN9Ox{YYDG zcMUT4@KvGP;KxsDO;z}HZ1;3Bw6gU$v|_W7INr(sLx<_3TKM9lm&-kyXeeU-k4yN6-><)1U!&?WLU;G)C<1hYlzL3ExzucRuz5)8LsoNY) z9{y@K7aut&{+-*(GoKs3S(TRB^+4Ff8yI5 z;g5iRsB&U?)-zK~_%g&=4RTFn?q zin1`dn>BKKUp(e`uJ2#sugeU-`c$q(t@VxF2`cX6NWaG-9&$?f21liIVjy*XqR;6& z`0FG%+1^g)bZVxAF!}VSOcMv=?ZM%69No&p67dU%jKvf~aY~YtEJwn6lhaX&nFYC) zSP}c9OO0yEZ2mVWo{eJi7pGnr0|P8_ z0ebD2705PBfyjqjg-*<4MU~eiXVkDnYYcP6P30u|^QEDk*a@a@`mmeDv;^Q{YaPBn zqFTvYz`?3XG}-akF&Z|LtxQB%9%Gs7X<*)SNJ=P_wqjZAX|QWrnw_wMYR_iUi?o@;l ztH^lkcxfxPLI~kFb^K}e;PaKxZcnS&0PAJP*RNZq>+`+fPlk#Z1LMu)s(<(}R2o)M z-*;Q45P*o4$w_U)r9@oJ`@;T3?3RJdL!^t?Ze?HWGmLb=TD%+mFklZ?K1Q zYRZ~bR1^!W{$3mwP>E2cLH+@HaNVU!8|H!KHmfqzNiyv~n1`&6!V!ekJ|>3o`#udm zFjHA?dDkIxL&^MCA`rub60FkrGJdH#8v*kZ z8(WQTs+LVZ2{=;Yf={<~W{9@m<;$$v7|*MQ^!=Y^#z%|XgD0;vXF&G&o~Shwz%gy_ z_A*S5!JVLhTUCKlkT%NW(7m_x5w}6w5V8SWQbSN8p+!d>k}T zgk}*kA~xh~Nm||rU^T1^FIY)-cAH^Hh{8pA>pY;3bO}8|MoaPPl>rES0(dQgTV=B$ z$)4^ue!k~Dy<1;7PDO0p^lpMq&2M)763zrF%#X#o(JM3o%R)0z$zmNsU3L?lC}t)t zk{wu(QN9S$k4B+`K13y+F`b#%!x{amzt@3rI(R*NP6tLcNV_Q&bz)0W)#)F>eY9$v z^^yb`RGRlc4w9qqOwaNWQ^F$Vugp4cTJE;00mL}HB*ev)O{J_c+F1;2slK;wS)^`9 zh#?U=ESFtSkY1hvd`trpd`&mJ9=xFc?IR)Xok$=gY;00jfdqMP(vkGevC5N_=KY;U zC^(7l>qCXU(J>qWJTu#7>Cz#tM3@AF>d9d~$;vc@p#W8xHf81`cT0(~PQR!!_!C|8 zd&YuU$3cE=F9U)@_6Hlvt`~^m4S^v9?Tvk@Z1IN;E`(TE=0*?V55%`|>hAam6VZP3 zIG5CUmO|kCY6FbE2m>?)j{BB(UhjHvirK-PQAzS00sDcdpsgwzSfrUWFPH)5h5FNw zxWdgKD2ZFfLEvJU4zZRe?)mm5NAex|O$aq=IuR(N!Po*{SjISMJ3<$7Yw})~pi9Q7P}@tJCF6 zbe#D`5JW%)G;;($1o<|ZbWentq#@fMC`TH8*n9HlaQx2oBhCyG_q5zKiYd_eA)xYi zW1g|fkAC9ewt_`8G+fD=$=+i00i*XGqgPO^daixL=i56OvKhEQ&XNfsOU60`b@Wzp zbK+iTq=x=xatY#I1f*w8JxqRdW9Sec$Q1nKCi%JBzGRCo=0%lg;W|Fj z9M6U-s*f^((#oecOf<`)Q^wj)gP1#;Wqne9yPsxc{@E<+qcY}x);sgW>8}Kfw;x(# zf2!^|%pLoIm0$<0)1GZu&5oQfvB?d?*oCRG09r(|Q4aG1dOj?iF4=BjvlAv7`7aqJ z^4&M#*oa_o*#??r8o4{M7&H>wewyGwWYGK~P5ZmU=E}w_C(JkG^*x4}f|9R*IIWrW z#2#IEhz7c;{(6K>5Ut=HUw@BsK*h9S=~&Jg?WUx%6Hd4K;^95I@jx6*R>|yVyDJ~j zw~7N8jPQQwNvsat*-#E;O>VKBnNIa*pxC00S?<5~{gWLNTp0?3nMY^l#3zr@1qX61 zKmO*j#=4w)ZuT%A{ORvh_|7knST*+OF-7_ls&*PIKQf(~>%8;jo!Jk!N+cfcue`&5 zREU$guGpttyVf$Gg6qnQX(M;g?G^6SxcHnECvirym$EPgesP0GD^4=23=SX8Wl0o8 zvHp_aJds74<%mD6SZu9GQVy~v?`9)g{1jeP8FV4Jq<4R!KbNaWuua##j18$tf~D0ol8c<+#!`!Z!nQ~q9Wuy6sO6?R$3f`221kHu z%~NTUnUr=T9q{u@{-tj05SaIUPF|8w-yI9~O)l-P;t4m_oPGLK6W0A$&PaPUwte#5 zt)k=Wp1QQP%RTj}(+i(;&cL2YRd8@#9G!sd6FDBbNL7f1edh&UYG{?{p7B24qrZVd z?jemJ)P*5Ie}k^I0{?1Ad|Xo9{d0`w;+#|4Jvpbo&hmckq|x#mz2gfNlXpvU+FXA7 zhq=pI|12UD1UZ|@*~BG2RGL_5SmCSWb1&+fIG6W713nTjYC7|mK5-%5hZ-3nd=*gD zpXhpVf?@4+$kl&%apW(Ov&`+!Ce~JJHIMaExZBcAV*^)V%$W>FKOufl&+hgcgL^){ z6E^IJ^WiM~Lh}|Q=ZuV{O0h4<%`ZdS&TJRa_?Wa8qbFBYaU`*hs#>PC9#6 z6wT{W`r(Ba5z)qa;$1lMyj9@rNH_v(UPQZ6B-&{rL`6`L4pWPy&z@O>ez^3}mBN-6 zRxvlEuSn7bHef0@glNp5UwPqO#G}k=YuA>HZI9!|m8?e<{;*OL1*TWO$n~{rW)RGp zJMSGj;e?w@4NqfTMdtS@^Tp;@0?Emkl1eKih72GL1BRzUfeCQs%Fg%~C*00Kf^(hB zp@&F8KR(5t%9ZJCP!7o^KH-D5c54Z*#?$kbC$+~3wa54uIbYHz-PR#sJ(<9SPUXt> zIANUm#AS*N=MR^DZ!RaMunzq>dk&}ZFD2KWhb|{Yr&$+i4}99q=t;a5d_@9^R~0=# zbyAgFnupm9XNxEBxo5ru$!l6U5(t#S=vLmdJstukTpwp~cM?O%goZZWY+aw4Jj zpdLMi3XThO=p9|Kcw)(;%&;nO0frJ^puTl7b@eHEt)i_UDK}$(#3K)c(<0LuZH!xD zhO#Mh-gAh7>|83RwgGt7oPeRO{%5m75--SnB%tA)QW{B?ucS`5W@p+jd~2eIrj!J| zPJ*>LChDuucVG3DN4X+l0ZP@H#7mrIllID8VgC&~MtlCg6V4l2RRf6kKCXDwD@gnx z@+?|Ki)BvszUYu+y=643{i{61XbR0$Xvf=IO!H?tVq+3uh)MSp zOvCHwUP)kYU@Mtpm9HT1vD0Y?LT=i3-+!`veZ1(u(eiZ#)GL7f1vq7OM;aQh%zyCm z&upIGz{_1;oh)9uW)%ysS56pUmf<}PmCn56Pi>t}fpOV~z#HOhhF1W(!~v!P_(hwq z*t7PTEx-xm?J0~(W@}shM~}mtPQNpt1Gr``4`aEbX>Eo7YK5b69_#jhLnDMM>WoQ( z0IV3;$7!B2bR8yYk69pJ709szas1cmjdHeN|510tg#vsx=CmBBfd{bE^uyUR+vD1=fVKFKx{PHlSz`F+I$96) zBwm1{g47u%M@whZpu>!6ed8`0$^sawUafCjWsifT2!Wm@Du^5P=6}q68kgSbCY39) zRkULl+xk=>3pIbxGO*INVT@0N3Xx5`1{XEh!`#pJw0BnRWx*5VWIogEWIaOxO=Q0< zE|-r5OLl!QV5SH(CNnroE;vIWkJQO5lNu15qWl9w#(Xx|)H{l4H8t2WA_Zy2Ano zBF4H(IP()zb>CaN9<$lxuJY{BQpHZY=Ft|cw1y+2>oVA36?&YiVP0IF$&^++bo z8rI{Y8;yIHzWUDwef7&TL1m32f92Orn#E&e__p%HKbD%>sxA_S{NR8saXnHroha*Z z)N&e}{auYz$)4H#3=rHAG<=vLnww|6l|t!b1Szi~8Qlz`^P<(IWzYlA`88-$JXU~w zSfK1n-jvM|M-7RSxSp)mU)Y&U&l7kz^Yuoq{@~N}KaI!%R@4Cd9ka%}wvw;R4%W71 z{iQK|h`;P%)i}Ru8qMM*7P=a$@$bWJeEy z)qdJDB?TGAJ!HO0)X$W{E_E)xD77BcAevfIduAI+eIcsv$YX;r7Cry=PdYEi8m?2i zQ6f^&WBQt)WXl!GrRoYvIKY*Rc%jARFLYD=^R@b5Dd$4l1}0vFd_C?6Mw;vG3Bxl? z{uA(V_$!p}%ddSzu`nf!@kvmo*n{fiWAL@u0rW6hDBoL!1jcq}d$3iRv~TuzvXuqB z0=>Ee@gYpadQNiKk})d0?@);RQg)QRBlh0xyQ;nH_t~(nTqtOu`qOQrR}Hxi@anO2 zLM)^FnDmnl9@t#8G2#*pnv{(oKMttcr3L&bGr3APA*8XM*pBp@zuuH06enF#+=rXM zd~LyN(auu%9lT8m^nkxx1?H_lfg=}-e?mnIblACF$Ki-$xW0+c?7JqeYLhytZl*<= zWO8}&73B%GLHE@d4#^T6Sm7s z25+!scz_hza$zb^(IhANF_Gm-kggv1mS%RZ5RChT*NG;J7gpQaUbff=jy5Kbj_fz- zb#MMvF5g{%2WGdTZngZ zuiXo$XvgXU6(TITs@wH$VEEE{J?!(F5ShwVV7nY#%MoF`MzwoV;Z;pE1a#D!>U zJTT+#ODW}rqNrxm`KF<`_ToYw)I0WN9R`@W+3fSwCWi5m+TZnT{qo!*Mp0>Ke0Oc+ zY#B8r0lrfqQzm2l8kUPbD{h(1g&HTS({H2{SejabktFI3Ftn<9)>HdE+rM)1gx=sn zTG$?#x$9|Ye+5mb5xRPzxb_pBU$?Kn3HiNug|okW;UxjyR&JHaHUCggqxym}6DA;i zYo#vY9kfWRO7ulA{WT7W5orj_SYosKuSA((bGawgAiDf)mp2H~qpm>aB3M=0OJ__< z0lLHJX|Lsyq;>9$e2#j4&pCWAHquTvZ(~t1NbV5YS58we;(qN$whYnBLC?M@l@L|i zvizb~gdU^8{_gwSWO!|x`6OYLHJd7XY*^9`d(`+BwSxDY-0x&lIM1#6U6R6<#dy^p z|Ez8fpdCefmIx_tXi+;fV(-z>b{0(9w%6{W;2Zk~LX`X@MHd)J!%0rOwhRMHvRn1| zWv{nU@zO9P1Mi&J{El}?`Xb5T5oGM!aSk=T_#-bjl%vmziAG~|SmbbcV__&iaQekt z=9~8>7j3P++8&@Pc&O>s}Dfmv>;dH7Y z;P+DL)%ba(cpHiy_^Q$Gy@eOK3^Cj{Qjv!X&APQa#NUn|zp+nnFaht~Q1IF^|Eix3xzC(3 z<_zrHCRDsZ`iA*fV^#}Yb2~Pz(o>Q{ZlL^yp?coUbPxAyyH-Qf zfBADe=d=S*vezijqI65NVWAEvPSwn#EqUQ;(On=Hc&EmDM5~_w(znvXmytzGjXh+s zh@z{ANgv=Xlf|M!;gA}6M4K`tlz6`Bt|+%=bWs7c&{6=q`& z?awY{iXMjipA&!h3jptT12Ig~Y1N7Q5Kz!4G^4+np82=n!Ow~G^>O)g@;}3iAoj@H zt`YUnIn9zFIzfpP_R;%uQf9946z{43-BKb_maSC~)I}kY<*a#hkW+CQzf+bY4n@Fh zz-*w}x|-792@s(~;-L6&&z!5|ny2(9htXm7u0gXIZ#dKCdByqXLx*kvL$t|hrw$_~ zCM@}RdPe!eCYe-Eq0(XhOF?#>-QB@wp*`?bhumWMMFE5h1&w^<`&iu4+Fny;-md!8 zFQqBq2^?F3C9h_hoh@Z3lb4Yb;~OW6^@#lRR_;eOCTp#cGKWij07&Do%I6J6L1(<7;<13;O%CTk$0p^M|717A{Xxv)JZWFB9o;uA!S7|{uNckEW z9xg?DsNY>0xB}qC;7f5UEoh%&>@88;%Hr%A9s5~?KC>-HTxi(*b*3bDpHbv&{0I^R z?3R)O@-3TFi$i~dIOD5N1E+DJRH%s?GO)Z!1-n01BXuS4J!GQPfh1oN;v~8lHgkC%A9+D zI&?_xS+|#x4lfN9_mdC4`r?m8Zdk<5)zBE#O84=uz#3l{^8+l(#F#x=Y<`lz`R;(791M}n$F=?m>A>Jp})UH%86XgEi!|8A4l6@ zEqK5i|IG{ZhHX9J20(gLj2^kd2vjkzfhtRRc5k-5t|+3Gi-deBb6LgSjJ2J z&nsMM2|~lm#PwpQl56wjx2v;YI^MmzB|>@cVaqUun~X~b3$~Mw1%y1Z)|H*vll8^X z=8zb()4!e32>Ml3QIQz^g)^CdcF;+~1#DM4v$a2>CzduIF=;(EKtj zwr1tucoUrvU<@1Dt9zB*0p3Rjdc60Ue#_%9K! z`1KSWrTlNvN*o3fFb(K7%O0?Sk^JvFjO`yk_XVd++sE4d#ev@}^MY*}$zz9x@6OPk z{FV3+Mj`yHCWd{TPm&~{Bg1CYnfQ6m>GEL-OF&%=+s=}gI=C@9Hf^l(72B*pD`fBpFp z>FQ9PmpZPI(4so%uJp9tAt0`N?j!(2Mz}yBm3!-q*W*wq7q5CmPcQ%LNM^ajnI8GKMPZmN5;v8{WFbSu zghuOtvLevq~Pl4;x~60_$>TjAecT zG2)JfD^cj)l`Cd56Tp|P(CK|9ohBNV$``R54Q-&JA6Cp~zFDEuuZtwPHD$Wygk(mp zK=Yh5yYtQ{hPP^3j1Ix~j9p`QGv4eu+y7)1Ka>w|(bS77fp<%b_VR#f69+En4f$*KVNB(9n*1vv!F>(mmEzQ+Sr62wx8=5=%#503#LkM#Z z-H$+}aP?b_I6dO~>{kS|dmYE>-SXAgc`i8x186smmvkB;u? z{#7!if5dih^<7SXV-(JZamtS2gpe=HvaCnph;8RUI=oR+kH_t|Wj1woPKad`{1+9; zm|3gHsU%Fh8eeMLaeU|kCeDR3 zWU%}DTHAHzA6KSwH>Jd`LG!iCx}7v3i=hNffjz3lG?azqSoQ-Lh+oYl~cU6y_e{$({*doukg1j@l_dGpw4Wu0(cn(;( z$t&`{_x93f($<@sQdqy-d(NL};IDua@YiS7)?1sB0YWh;GwcEt%_f(0iKTXVdN_O2 z_tP&P!k2=7S)YQ+mC(Vo5kH@=&oA-tJ{qr{W3^+oYY zajnf3U2hP?J;7QTqnUAL6}3puRQnrTP$Sy zKuQ}0tF~Rhze#W&0yi`yB+@wNv8SFAWokkGe#wT?;W0Q#CcYe%%GBF#$IhQw1vxQ2 zFvPZMtnCED?~^bqYkd4kLw3{i&(9yEyb!QzeSZpkJEV{{eDoZ=S?pMRF|5F%VuwXu z&|i|!Iblpp41^>0u6L?eOEs}U7%)aTz{lE|KXkSoTh|p~> zOTKeF_%>2QD84yFaq)AuWY^g?XmbA+sX0Q7+udBe>p39gt)opt%TFKnI*N75L{X~Y zn`(oxa-_TPSBjS(RTD%9BS4`gmT!ykW_C0(AWn)pfp)13{)l8~{1x$9Af+x($AuO91KwP|N31fU-kY z@|&{%Qkd<|-)Kskyf(emU2KbQDl1VK)3AYN)qZUKa}a{3N-?R^dTcHH7boHm5n{su z)mEcz5ecE(NT4o{STjSWl{W%bEP=JAx1cT+z}HDW?yoN+FwM~=W?=fx>v&9u{7M(dA&R$CRSVO98L5RIsajoYN8=A3rf4*|Gv|x7pq4TyZ|A`AMeGj z`=}y{aLGjSxIDdo?MF>`KWF$-n3TKZu2EN>d~u|t%CwA~X#!$nZxx>Ctuk@34f}4+ zxj)HpbpljZel!6z`_)M^aVG1?cio4GYdQhOfyPWn;QnVw)z|shqADrjthx>=^m5A` zZ#sG$Mtz*~)84=dJ%r2yZy(`q9PPYRar*rFjBb8w_d3T(5kgvAIO2CWNu0iOCDY|`bR0Ehxi@`3jBwmMb|#gn z{jfJC|4@fw8816z|JKow_p0GF1bI0vSk*R6eaCNt{<(}WAIIwin5clN zW`B8IhhJrdU`R;*(yh?GK74zyfJ}>`w9imMnvjDl83<0-m=k&prz6v18oJ$ot^(pA zP*Dl#8u-Uo)>u}2U9)O=Ue*IvNC`Pj{o`MvD=zh6eg@iNON}8h#DK+ND_R=#MP)~j z7}&6Ev%*ITct;D|R(oF2ROwGH>pOXwA-!FWqFO^u4~OF$z; zhTdfhyoR`j$E@#yq$jo#Ti!44(%EuOoQtQOs9}y0xoc++ZZ``ht*zVqtkUuFB=+>J zkEe}&*vbvS(p=D=VXlN>?4OET&ejuotcM=o-n5RC5I#IBbru-U>nT(a3PIGB*@%m@ z?Fg-}l`8V>x#SwOx2&%rntJDEz)Rgjh4pC|9GUk$+tbNEOOjCY=Tx6Ht58|73AU9; z^K*FR6e?(fRS*^7)}pjzNPr$rh>EffDRuEIYWA?lNaXMaGk1gezG?@aIu6Fyp%Qkm zanaC9(ASzW#G{iX`Cnlf3k>u4tq)bJO3@+KNCpaY)+L7>JX#zP153haLC&QaRSGGx zn*cM8^r`f)okuH1RZ)n89VxPOYG)c1t+qti70o5r{L}!%Hdur(c{1Rek>v$)WL`WN z-w=?O8H0q{_NSGym}f+1oD&zMuLM2+U`kT*h5<9?{gQ2w6R|_4rB>QU(<|buK&C}d z+JDw9;$uLjReAx45DlA|H<39?FP60a5S6;JibFKJafu`zV}5yk8~knTWK09By{gtv>b*;_dvUe^J1#rcHob; zKU721zg1ao`&e)f!=Cq(*Ll?jK(RlPZXpkmV?DbmxFkfQQe{h>AGzX7Pc+kX`f`^h z#%1pN=gd`ptUZcIcR!Ox$t53Q4DT9X$V&X=;{|fk_-wCwbzT+ny&IEB(?&9Xuz7``eAK#LUd6H(N?o z(4gs?wmCwg1l6b6O4*tZTNS=_36Y)SY*j-;&D6<~`5Ehrs7s*O5H!LzYU-XB%lx4! z8os-wJbG|Z$ztuUC?CZ}0zL7NTf%X)&F3%jV%0I5k@LT?I*h1!#65_jHwB(jGXl3U zrB$dndZ_ut9L@XZ__ZRxx89n5SjHZ;e&9(em68iF)tMN00`sZr$ z#l|l%xUMYBt8|q~S|Yy=LgeQD0-^3)O?RSVquNg^QnvFN8+1V+LFP%cgtQ-$NK52Q zrSI)a=R@Yk5PI0PeC-eQF{au&0xSoeuIhBr7GHmqa z7f8gN-FmS{k2yHCQu>1ojPwP(#;^EOX4&n-yD&=zDJ6X4HQ?fPX?dQ+-F zzzZz_joSWw%xB^u!S3e5U8(=ba&=O7C_~wO2lXodC3Dd4IljayhYUls3tgI-AGV{&jzbhK0Iy z6$jE|PGx4fL6yjAZ5*3%_A;};h#j$`e7(McO!m1XW#=8Cqgp3fId^{KF{-rKY9;nV z^Ukig@hz4`B`W)6wNxGK7HQ^UBd~iRUfJ9wfz#UnVYD|p6zrPquid72hL&ANm7nbh zn}Ub+S|z^PRPhk1sVmqpE^_hcdIMy4t+S@fz8!CVj}!Lrol7@(W{FhlO(@oEh8EPcbI25pp$=8xk$J( zEnFCl&o`&n02(d{&PT=gQrT{8A?LzC99+(C3Hw;C&om^}OqKlylPO}vY$p0gZRllM z1H7GK=FCyTRWwtYNj$IwnE}qLD9VlMrpDK$6<{e$^91MYi>z*?<``{-d#QQbI=~*a zu*#HW!=Pb&88MxUo&gc_-nvPv;u|H;jA!uPevzidy-2idt#a>AaO|gBElZKDIx+Y8 zN&F`=mBO}mQEO|AG{I4hf;6geq>4eb*&W5R4ZfMNJXu-$MD-V>%i+KEWzgX7>}rqR z5t5-JR&0E9Xx(fuYujN4dgbF|m%D-Wc}^+Xlo7`Ro1% z5{A1!3bJ&DE>Uk}0Qsc>{C7J@7A1el_45I?yhkU$ z1|9(@I08id&f#mvTh1gFMZmW=j=kC*a45sJkYf`@D_3G8yaX(O8I)jU-^l+P20Ojp zErJa=5>J|d@MbsD$pMSL{uFSWFJKD{461L44ppNEW+Z{}4XD0t2h=8~fZMNwF?}=x z$E%z07>X#FUCU4!FYs&B2(WuLY zez6}*rlTaUD$6nRb(`Ej)3EWFFnS|FyKp87Y-*YRjiKfLw~GDvJ8F|kE)#U--L9V6 zS8rt4Xzp`ctDtbuE|ke(Wu_79?!z~hC4cgIUn_RDg*PU#sfE$khz0{+xR8G}o;Ifg z!|?=>0W;o|`3C%}Yby6ADokEijR9A}ItfK%n~A#evxs23Kvxy1RT4^}~_nT7me|xbdz}42R@_)Y5vC zFfN}&x&FvI?{%CwZ@y(JZHrtC_m*-!Wu$vV{)p));RG)aOj;$5ei2Zvt$@;fpJ&62 zbyqH&1UnbPT-4~=;g`?;6ye^BzOve?+fRRyM8Jg%wzJy-42H1;k>Qy2$l8F4_D@ti z3L?e>tn9lnWN<-{%Ayr&qu4K)ed;A(SR& z4U+kOWVhWPGsQe)OS=`6X8F*Ctv-tKK*E-{=V>7eg2_KFjj((MK22Pn{_@Fy`@3MF z{d2h`3|*TWC@htD6MJcge-zihwDB7_LwaI8{BFFLF1> zxd^H?Ef@Cmz6`UwBXK53SZzs+YvJ6zyMtwgzc*a=0am>GZ=9Q_(wimmjyym6&>Nf8Mn& ze8d2q2wtx7k-&?TFuIlXsb*IUOc<}z*T=Q0-ZF1CWCm%L%8pt)dDewuz>X&^T_m-= zqZ6#l;oFZ4iq~Ivb4&;2(BK1QMvp@Lp^HvtS-~Bam^)0QZ4L{@|F2tL|z`;2B z(n$)xR%(M3IpEet5*L))>ju{c>n&_JXM{iF4i`%KI4g}`c9a)o%^PG++y{+vt=Alz zmw~B9B%t<0vGT0igA$DKpl3m=I)|f*-EA#S^|LSS)adxmh@LnsOl=Ndb;}61^7oRH zV3RiiogV@ASFqDe145tOoX@ADYCVl5B|^!`Kp0YyIbs~dNhp!6bQ^S@jS=Lj#hJPE zNTVx;frcAbPP$l;;L;=X#f!B9s1VlXBlO6xs+Q-K6;?BDh<%iwme=%F)&Lp9g(Sx6 z=C3hFGQCBPDU2?F!D$lbUqG}5Vf6rkZixKwH?Xb0BCa$b&fF=}6NiSy+3z0RPDv)* z_`(Mrc6v0gA`ld9x3T*W&~CHsqs&oEV`XGcG9l@0c!g+-n6NCO=F#aU zDU|{9z>-1Lj(Q@<4R17a9bh9(R>!eAvn{29Y8`z=uKWEHf*NVjAX^T_M<SuoiDm=C$ z(An?`HGiU2>b7c5H_!J|c%ns*75PwXgBPh$$4tAS?n73z&ByD96OYH!UC?3=CUqbQ zsr~hq)NQsi69x$>#5FrdS+7YcqG`j?>+~Q1oD_4CtU|V`pgLXuv1Ht6bzJd{^`+6- z%$yUghp}Z_`|aV>ni(ci7&8ODlt?a~MIEV~ccnF{7vk?8q1nFCyO>@*G%>d}_vpSr zz$t0H+6LwaG8eiNZA?krKCWcja(E3$L#ObN_3}1%G@DSdxW@Bc2Bai)|C$Z>%#D)I zOwqTNQMi}rkSR?*v_iLQ?DiaqtQnT@J!>Wdy-KVTK2M}HEWgA?&hDA+W-3#d<+&SxV^kwI!!iJNAV<$Q}l( z6l0sodqGM821~+^1X}a9G2s}FD!PRSvD)4szY>sNcu=cPZ79=`r3fxvDGd4hBv`TH znGYFIKR4VrTmcE*hc}So1u1P9Ea!4`r1F8?`NXc8PH~cKEX}yFnh${{oZRY?@UvUa z$MSje@{u!6f!EDA-q-~0Nk(p_hWv~@t8hUpRGK72nsKt#oPh?M_iB=evnF#;So>~C z`ffgk?TqcKaPBLn8YJ&Et41n019g8$Ic%Znk;qn!cc-7~-{KpbL|R?;!6)WL^CTzC(r7!`U4euN*jdZ8g>{_L-KdytDCT!X|VwgG( zAT08KVTS)NEc$<8mb(AVUZnWH@Q0fJ4L?BZ0F%=HYU3UM0r*rvegHO8rIxDY4O6Gi zTE_E78}M(U`4|59f8mG!3B%VhHtaSWvf3yb&hj9Mr8l&UE@G!OxWg!$S1{I5%Q-A0 zPw7l2&jKb{{DE3Wf3MvUw0?*1Rjz!7Lg+DGeQBCB_?t9ap^;GWNtb^t0YiGQJLR}v z2uG_ms=NS7YpLgdWp0m9^~WLcS^a?W33Kwu@|Ay5krh*X_LSmC5g~nBhde5fw$>eA z%b#_0n;ny)jHlkqBjK6`R$d?WeQhbE&Es{I!oO9A!``o}@Z#r$!plEB90JvHn}z=6 z?U!KydB$*_Xd#28rBwpDrq2=hRGqmUu!uzW>FQd`Mf0|HjdqDcP$R=1@l_ki3G^5=KAYwvcpYoGiK zo+m3%_2gArEsdUaa4;bN4_;YRqE}z@!hrH+%8f`^V{V#pQS&bzJm27<#-VlQqBzmf zT7E#^XFCyJFPCdS3d}_&vQPW)IaE_2<88(G^V>tWgKS{X*#W$|XJyRDfyf?zdl%zG zgA=#jKCoVM_Xh`Ku{7^xj=o{$-r{_O-S6=>rijWO7;^i5XR=elbo_XSz-p-Qk(y(x zyT{Z(B-fu<75&{Ed{EC3-_OwmjU-Oz)$BJdRuQ2mtTcWXla?q7mmiU1-2nA}&rn={ z4EM~IuD){r@PdxdenMbEQW3vBkB8&29u z4ezP=(}m{2{WI%kp*|#s`ts?TWApl1)Xigg{CWUm=AX^7$ z!Y@ltefa6sGVeLzUxVjaf?w`{&wDmvqbc1sjX2vBm3{I;q}815#pM2X3#R|c@8iX1 z8tpanpDz6HOjsQ27XnN6upMSUqe9TW@J&9E$aUIvRh_+&ZQbIVCBskIy2Gkba`dqbAmG<&;Ku@dlZ?{8^a=-7g0#7rD=-enGqiQCQRU{gWrfN^h> z=!O~Dv4rO|k^)Zy)1KAC!u~-&IjC&-kg_dc>LT}U>GkJ$-+Z<)7o@&@YOu5LHIP`a zUOcdPwj(rq)o5#0FaMRyM_JEJX5WB=c8yjr&SG@=@&U?dTs>+0%PU5CD;#iMB5c8@ zU$uYrNZv&^odqJT`@L`)EF_{~GS1A&oc-v7t~{=;GX8~caCuJvX}$5CbN`kaj|a5< zmR++W&8Un;;D{56i~{!G@Uko0x^*<6A*)RTr{o+46d3Tf>QQBnJ57VrGeMxaO_`1j z8-~EGuS}?^O_|F7Xk(i)+5gdoHf5s!qxEgdcx~9Q1@$~8h*<7AZz~T z0}^~>7YHgRU#oU?2Oh+`sH!qK+Pn~AdcLlrcEgaMjs@5Nmi8JiGg2K~+R{LwLY zX5=)0guyz;e-NUHD$5&oK%@Qtin{W6sJ{PQb|XtM$-X4XNR&OhY=udfF_^KX>`az0 zq$yD&Yl)D3A7-q>WZ#uWWNnbGEZMV@{I2?ZU%&sJ^S;mfInTXw=5^oao;zoDaya)T z+?USfy>o6?yDb%*jf4FZ-`|Yd#$+ThX*aUTbB2JjkldGrxmrKQ+6TQD3PG}~$h!YL zmzUr?&I#&jD;0J$BDRoMnCUkWBhj*XFOqh`Xs!wucbx0T;u$AtSDa~1nL-ern4hjXWJ z0zPnlpaAvliRN{NLK})se%`Z#vvgEhgCDMfD)K*$s)c)_wP?&XdJ8YfH_~JMPn}6h zjxaIK-Mf(BNWZ+Yd!rvTtzT<^%4$-?Maet9jSYleU5|1=P%OpoeycVDAe3UTid66P z3zUELO3zgNR&~)H=jq;HWma$1fiuRdy-W1@&FK7sj9lw4zhCgWG|-hRt#Do0^aZbJ zn2Oaiw4n1jLto+_AH9%VSbp^Q5#G@$NiZuA+K8R8M9CSk^ws50%%5}c>N8;1nz7kX zE8u4nd%Zxo>Dg$*RNdfZ?STF=A{f?DZ^~yCNh>nvUyV_3RK@*9A-yxcw>9LT&R+?L zr0EGXP_8DAUfVgWYN{{_k#xjBw`xM)WO6^HhyBG@7BYJx$1PenS=;N5G-W=V_(JvY zO!{2cz$K6hJrrrJWNkkz6?@LYM%OSJMzI;Ty);12NYmr!x$!Abh`s}^)f{Lv_Nk`v ztlgCB2v6tCJGAZOl5nGI0#7HzyCVc!@zh>x$0Ip>`jJ1FI?srsIudkx(4m)_HZpAF zjCIf&nk*ihw8&MoeZ@p*u5b{?w!?xc(Iux*_hdA^(<&OhK?bzH6>hj)Zb)jqW^bd@!l=&e~D(;o3QcM*s&R2U{Va!m$GzB|>gB)8JN8Vl#QP-t^( znWgU7Ub0$Xoanro-E|<*i&NUwG#ay6+_#dG@w$v}pXsBZZRgx4>#QiaPP|X_fy#Z_ z)-N|_eWF+TmN2 zOX~`TC0M>?X-3|>(9>r#wzM-$^9kcBdhN2#Oatj_Q(%4`NB>p16}J@DQxLhQa_sU4 zSP45Vlu~Z+VVnCN6*oD3V~h=B+6O(A zNW^-hMUT!|?+Whh&`PPw75c>lZ6BLHVl}=vj`soZ94!f)Y-}`lyOHRlEkYWk;TXS= zwxbrun0iGn_w7*TBip$!6AwJS@cTWK?T*@Mra@BB35O)Vp1=uC>>Uq0vv9bf+FS_q z`$-n|`qb9!w8Ms;y~ju4sK}{7<%5uS8z)CWV<1j>Yc1H19_z+Q%A(Ute;pexg}$<76~@%2Rc~`paO6xvS$k%MG)8 zkD1tiSm$91#)nmfN=q_@+>Y7p)$_4cme=@kJheqLnVT#<4>^WPyHb|?X%Vr62*q>hLXLo_ro z{9Y|Ea38y(o;&rVLX=KDc<`MQqhWfsp!KO3hq4nnq1PgVjs4e^ro9Jf-{phFlb(bW z{gyGa*E{i#gft(b#+Fuy+IAW5K$z!WwbnZZe-{eaV~sW+%<>1VrZLDzyXZLbUD+G|N2RuU z{g1l6mhzXX{N2%|zovF1NHQZ~L;lUSTP;gTJ`FibR~nkZhG|cCN(TG+`$$PFqA}}ZuJ!Y8*E`x z;zm>e2J{dDuXz9JtHkCe3{8o;!Gs}x!g$9!k$eX9<#!m%RXW&eu;#*$1V)xap1(<7 zw``ri{FVPmIMUAV&>gbC7BB5z@inx$iv)LlG}&;yeX;g9r?w8S1)V+aed!m0;X>H4 zWO;WjZ;<7&kB>dmU+O!jL>Kqv%l*F!g%QPN$U3oG8r(Zo#k;SF;@?cdIEc5B@*|7! z@Kl3eH@=q_iEVAXxZD0hW_Vty)#bb!UMa4bvrjV|Bbq&ZBWcsOXsR-M&*w9O6VZpt1L3FX$An2(fbZ)_z8*v|IGt|>v^zd$NVimW|Q1cSraVxJIabI^^ z;1jTX?M3cVft0V>Z4XWbb^j=?5ItbKXDcvIvH|o~lbdt$X9nH??DpDwfQ=hfKSUR$ zKFCL<6NT|VEi^(KN~SlQ2z?8l-Fid$(>Dauo@>_qglVLAnR$!8Glc4=Tu!X$xTJI% zhtVD_0p#p!-(k==& zOh+%4d0B0+?9rbf$cpO>mZ>Sf+cG=Ldr*i$v?f`aphq9!6@i`Cn7KM++B`LSPZ)Gw znh*^-=Q6owR?U{zZKZ5KEQX5p>;blH$n$%aepba0S|7E z(>t5d-5Cuyqh|@|qVat?i^f*LOCLu_X;wQ6CYEi3&aTDM&x=!LXxxZ)C)p8?J^NLq zotDA$l@TA{imrm(mKeidxf_Ov$7~ZvzxQBu;)3F~$kjlbyUUFx4SUnUxV&e(M^1D{ zUL{bXe#;X6I^F0@{E)h2&-baf1yX-pwlmFNzZAS@H|{bb$cMr-XJ%YI4Q=XL?;F_f z{@BKMDX@$F40dGKYW+-T(o?@$dyM#cuYK5W1L$-VgcY_i7(SMb+!4WrKN(jP0?FF@FyeYLEn$d4ur zN|wv2HuVXPeXV47vfu}8lm*SDczi07`5fx9X`D2d;)S{VJdBk@o?NReL4dI`j76A+ zuS3O1wEe{^#nXnX+s`gb&|l%*%jexo@#rZs=#cvbO<+?PO|^)NboriMG~z~5#*2dc zyEF#7Cft2s=5#HaifH8WEKFC}NZIwf7jRf?hEBtd&H)ZeE7*Pf7A<4eM7m#vyT+r+ zN$0=~O0(UO-XEn)dGVHpq_yY}Zrt!G?Rj2Hx7}6kNh4B-)97Ks;T;X;QqIw$K}mCmVlZ7i z`gcf4M&lre=Bv`523YUJuCJZ?^W`Bb7~6XnyC=LpCq`a%CeVt1zkb zneD{@Py?`x+*EL8lqk>AL-#6tS~&?n^M<*nP$_;gP9mg|)fz0X@JV(5q1f&dq#(w> zJuWsiBirFRNm9x^*fA{H%cbIQi%*AEL474WTa1h8@7dO%#EICt4G`Bhe#mSkEFt%@YOEehUrSY%9QXkpMkB0USmKvL}`uj zrGF;ryujUl>|rf0V@$EGKcYyq?J0oJcu-zp2!5xLCp_s&|BpW*-5(R)SYJ`XPg{Gc za=lDkJRZa>G7BpcnGy&qPx9m^oK9eX#4e^q{WXs9Qr^npbuMGg?h6$cL2S=jB^B=~ zcR!;}K=G+w{gR56GTpk=i5Q?UBdI7R(M?Y^i(^tIKG1nmZj-78{!GkKH#n5NEVR=R zjpOTnd5RwQo*Z=a>g(GL5C7S4nhVI+YT&)3)@zDf5({U5+-PMrA02GGbl0Cp!Lz}9 z>EujJ!^F>Nu+z+(>|7Eqj_&QP5wvoOcZC)lmI#^{lismjtDMNPTAF2LZJ+EHvCp3bL`edh+AzzMz&vlz7^Nqh;c5sK;N!@qxe16P802+DZzAu2r zJ^GFZ$+I2Fk7xceI$b;~H)H-XQuE1W7bk1Zr2rb(WWGq6=zrk?av!tmzr>tbJ;>TW z#@l4R`lf#x5w4!TlK>eH_^|Ntv3~py!hEtPd~IGL0XcFq-vNyvw<8?rymYps<#A{G zhy}JRwU}HcJBgO{x3H7ack?Vh74VN9_lEB}?SJ&w-#fniN9UiaDU<(?eqYJ6m=&PE z1Jp&L`7p=y`+z!bM$q!Zw8PRT5dPXj$j^Wnf(h|R;@cvHV}o)kP6d{Y?_YEj%NOM! zR1Fax!Lx@uHT`vkZE}m>Z4%UpF<5h(GuwSWj%a8S*8CH*1GidLn;#05GQr8w=AyA|c0Q+2 z;;kq}dFP^!S?oei6{1|_BW>mFr8)?3W^89sPgaae#8rs4$SaFXU7>Ea3zFI*i59uK zLO>LNDHesgLZfWC@G$Ld(g|;c^bpCBQEolFL!{uNvWzG7rd~-!q}1sdUtZDWpqkql$=ElNjj5LIi=xYgC#;Ho-x)lsW|N@? zR=Sm7TSU!@h^)wWaAxo5?0m`=L#_88+}%AqYv3rn>l@8ufM@z{FTDSwVAKsBIjy%`b`;~oFPu||qVuJEQsrdjb> zBC=|8Ql5kA)GGmdI!vI-uf6dpxC9;C-uf}UNU+-+c%AQhuwTAj^`y_tEUjpHvAbg! zqz5$)EFuxF@YzB@7ymMX-d}ivY&QOv=?kH&ZFx`K{m6scT$pxihvcs(T$5wXk0gSL zsU7g1+j557w&@_t^B(43ouG+LDkbTVY34Ibu!>#Zo=^?;^3#>y@?S2Z=kYpX zW#uT;9!Qg}yGI|FcT&_e&wv|M@x-A2L|lQHI{>rV^l5Ko-7Z50P(ZiVTOS4vf3G$U zSO%{?P?0@z;g!c?)xCB|#1oqN91=vr8L|E`GvkDI;W7wBl??cy8vMi8Nqm%k!~$(> zz-QV^mBvzVB5?KzYviRb3f;u|>H4j;`ayYCuZrK)?CD04IK8Mcrk=cg-UBgN!miX1D^g7^;5TD(x5#EU(Nb(0+W_MyhVt?~%2@d|mra#}BUtfvO z2-VLLTc`nwoR5LK9~Y8;N8hr8pp@Bdm61LZ=&7oV#MZ3)s>Uxq$WB$g!)fl4oa6U9 z9Q~`Qz|<_YESJH-zuF2$rw#k^hQT3zm?TLf!tHEEE9*w<0Ys&HwP|HDt8{gR+jbS? zI4ZWOH)Ya3Lra9BI!o#a$aO-71bm!f2Ax~#0jq;Zd^8q*0eR+OdYW06%q(#n9c%Qi zc{o4uY!LIs#&;QP%XY2QGm@X8I}AI`bgh)&d<=1?K2b0+p5OQ=H->R^p9bw?2yA>5 zx?$Y!ZVzOP=OQnqZ3ws7O^=9??&770m4Lq{VqyfxF>=WtfXctfJ_J44?dL|o=a@nx zw5HR`?5nt&B;i!m_h0V$!s9K_`d#|IQJ>}sqWJ0P(qDK=ian+VrVB}O=sO_C^*q>VBP5t-Q90j|cU3$K5-SgrkSnO%f zv;e_i#e2$=!!~#8ziNGMhR?ugA3;A)dtCf}$MI)ry>*F2Y(P-;K%$EKDh#sb8N&0l zbl{E3Y}XVvICBPiqNNC1{+6 zk#e^)(J_(Es`>3&gCJ5>HawE>`BIZSYQ)DIO5*!KcrM1n{6~P>KE3$)UD-43Ro=H~ zJ{LW|d-WK)(LkH|=DIBta^DP`mTrM&6SpC+}qeYQ9KioWF@79!az7H~^$ zAuO^K`s|ng+Mps@{7LEFg03J~|7w6(4MCwP8V9Ypc4iFDXNS=h%PCdicL-xG1#`VA zB@KK~%e!R{0ZspY@MgaTc++QzxHz>)5ertJDRU!$*#&~aVxqgx5$qSuWjL+EVobWv z^%uWS1373%to7ORI3}+JNd_>pw&>q?dg(I6U_yU6Q)9P4$k~V!`MH=W>@9Rz(=mB6 zC`*)MmT!@ZKY+Gc(DpUzy|WUcT>xWC<8u|>XX=&2 zU@LK&mLKmZ_TJ7O>O6irp>p8r%E0S7uwNs+36#Vg$wAm~-YVeMXFt2RR9pylE-+nm z6h@q8Vy?7;gzr}ZN3;x_6V>?=2X%))LpQ58u|W>xE-LU1(R~^qN-1h8lyF2Vco)5V z(3G8EQGuQ7j_a)o$(Z(5vpO*6XKq)Q%;vXjPO#9y%~^{r(c_~Z*wMpbtd|}|g$d|` z@37TWs_T_Y5}4ltBb9K=4K5R?@{`@_;y=jylwIYb3-EfPOw2_D?@fIducej7ajBYb z{2v)Fr+Tz35=t$^_C#;$kD|mzA7RAy;?aL}vusO)Dy_c$d|z#FmghWhZ2WvJv|WBG zlAV>b>{=#?3igc=;%ci#fJeaeddZ#aplO1x8{CrV>{nG+OV>VECu@4!E6mF0e?}h1 zlX%WffF<%gxKR&b!Oa6pnaTcR;BpL5;13FZbm?p#R)Y|jdDMy;J9CL(d3Z7@re}@6 zvzUBOmy(dST;YAo$d`gEvyWW0d#w^vn~l+LzK|LCTgnE`iMj@f4ogtuLdLKXv!_|a zU2Y6oT(&B4r=N8b`|c`HE68VS-7YVZJ$#8cm0Ve#r2y491or><4|i_&o&JX})f;42 zy#~h^qtbD=w0jCF?zQ^4IO!(Z#ea4)y)4L$+TaRqewAa2cg<8Nfsw?wuEvA%6hsdxwlM+H`N?@uQuRSg#x)PHGx+?tBvu{`AhkqnY%R$J1a zI~}q3#R{AqBfeL6b});)mRxb{exS&z0E$m2`4SQpW@8+Q=yMMi01t<~d^Fwi9#wKI zf9IdPg()VNbIxe&3?~xaZjhpNKAP+y=lpv^Te$9Wf`3VNeDwUiWj~7n z)IzzEn5Ty@WMAnO`|Xn6 zPH#6NqOX&=;h<7Rur-&6&x+C6`fa)ZJbrF~4WJ71lq3&d*bkxZ16}ckXX`w6Oqy4L z=sjnn=J*yEpR!i!1)X7Q=eo%8f|*$1VDKYjSf_K5?v1-sg8yn1t1m9px531&69#*+ z1DwLF9%Fu+_k!CJ&P`j7m__zJw5rJ3zNr`LyX#rwUxF~jT!>Lu!6>%e7)HqQmYcEV z>UfCS{NhER4ZC<~<7(EdWSO(f5_4z#L~R11EY|5aP8MzW(R5d->m8Sowa|-8H)?iy zP0_|(^R!3NhPKD95xb{;D+AXDIGeWz(I($mACiZPd+YtxKluGNHL6zP$exUsVNS;y z7zIRu#@+6FXkL_Uubira2RDmFsYG7N!(*a=i4Zy2L=fjP1N_G%AkO$l;8la(|BK55 z7yMJm{mDi&oEzwe&!sZ@8Ezqd*fcZq{uy)UG+dU$>>WQTorq8{*`C zE@fJJF8i4~&+`H5LO7sWD(LNfCGrj%+L=Q%HN`lcRi_P&Mqr|Vq2x2cv+FfvOVo-= zq<42*a4xWv4io@~@QY9NpZ@S?@mcYDImlD$-5zImIPjU9%w!j5p2hnx8(x+^xiXPjl21O`{Z?@jfu&%JC!CDwj>FtM=fHBB7;(a~LAR_4oeXC$xW z*uoigfwpN%8nVp^4$?ksk?DEA?fzE$q7whVOyc5##;y#o(QD#_5 zuSJAtF_5X#F;M2xQ^(@@sSbTy(@<4kzJ9KikwM6DYvb|C+5XJhNLI+<4By#lHen~ zz_my1bSC6ztMM#H?R4*KukUO(=j?Ca*Cl)5Q#VE|vg4blvz^D3r7JsleUScKhfjk)v_*-FOd`#akf$Yo|b42LVMz{3e`9e z*+4ls=DKE!4cWkeJqTn3SatdHV;09im|JS>OgoP--Y%g0Wxn{BLnXM990KWdY>gQn zWg6JvoBHeynP&9}HK~q@z)ghdY=DGB z+c8tXAZ>tzMa^|t+=f6cV4#|aM0r{d%C@2I#SvP}N7vPiJ7^u1(jFbFyS_ z3M{UO^N0NWoe)hCX|xKX9Ve?q2l7cgq@kkWD)WfZO7X7woh#my97+-Oz~3Bw|K&^Y zlW0@fjc)BrSuF%Zg$a$RjibGQ9`|)}=nAXd^&a<9hbp!!4D6C=)pd8uuj?kXp&2>d zZ6w`H=#IP~WlnLD%KEO5I&OiEmrwx@-tkS#49=S*=+uL#>bi7N$AzV~H)=P{CvF(6 zwap38X1)?%6DpF2GmNY}aPEor+e=>M%{ozR`{d*6v(`ih8kN!dbG42x1|ko#fn}d}!HZ;Dj>eKO2F`eBIOYkbqZx(^wU8%9rr9gU{OCxkt8z4`CXVLhQy9IU#r7t1vF z`mgiVuSJlTQM0h|42wvFO{;t)BjS@j=c+DgYH6+6uxC~n-g0airk{~!m?7!qrj)hm zVYjZ*N`pUDF|e}hG3ZHk=LY|sVbPPkhx!KTP)z)gr#^%G=qO4Z4^5J)#BTg7AU8>9 zbNfa`$6+v}IsIt=V#q6M{dQ9(oS z$%q%NNpN9*kvjHmmpsP}m4w+n9ha?N6b ziEB>f({e#G@X45yo+M7;iIqEGnl2d|$U_oLbi$eapxQdwYRsDrrHcyCwlxey_oWSI z_q%pbrW}(=9bIq5y!RAJe88*M?1ht91lmFLMa;G!#r0929*`BUS_R-^Ow6)O3qMfK zao%d6a;1(a*P>#_><+!FO59OyIZS$9&3;PvlEudT59%WqG$W4jKF0Pbok>0wS z5;y~=sZ{WM-r$++Zn4N^-r9EmutTT8Gtb>cT;HO=of~NPuwz7WgZBqajK42J<=%i< zR&6g^4}T-R{i`D#G<}Kfkn{t4$td7z`tyFSSvF+V4^H7L@29_K?&4R&b|1gPt%Cgu zbeOr%o)A--Cn{jr5!kN&2p8Gibur|{%xmxQYDqH8#m^5wm~ML`w;&u{tY5|@DMtp$+m;(1 zDXVd%9*N{JlsDd#|Lj>^@VUd>z!m4sl^#Xdt2pxeRcIEPt%E2$uX+@2NnX7BB>L*M zrK#j+GR)j7n`yTpGL5<1AIQfdX*h767r$ufiATzB8XBr+NivK#TyD|=_4i%I6U60Q z`3lG*2xGE*aG(1x{z-Yht9+{|b=CNcnOKs&)^4}7lqXa;IqlDgq~~*DEj3g}_co$T z3<@n4d`+J${er;iz_ptK&UCL~N&pb=xL3#(;?iyf42kdSs5M z00QN0;E!6eIED59$y;XzbkITqVT^-KN2R9_nAfNv1aq9Gt?{|C6?TfE<>3VfyfkGVdz!pYvl%hmO{h zZV54d-L?$pSmiWnsU-g`uR(O0f35u5AelE!WNC-4-i~32_}e!-10pO995PzqvLSOm zuF&;%VlfWCBoVo?qeDaK$uG+xdGf-eUbTFcnj9r0dGZX<)t~`$DOoAWlP5qy4m5D1 z9Hk<85(yNl&VHXr=~&um4Y~ zEVKAs#@X633Bzn{or&zi!Y~{7Yr9un<^Ddi@Gn9xFpMAzGm&wdG~;v`r@L z_d4ccLR*puUkt0IIVc+c+xO{%XR}uOkl3U+`p}q2hj?8XyZlAQ7*ofNE*&YaK>@}C z(E>0F{E~XoSjJxtMiy2CuVzw-Ed{x{IyiRb754VV>kRfxV=VlsfnuFGdjuJKVhq$o zm2n6-zW#zJ5I5SIJ@)YV6(l{z0M|O1nD=q9aJXk$H>K0Ws5$=TuQ;HTdtQ=IB_l7; zSwM?j&O`&(%!79rS$TCKNHMKt>sSPCXy4d zD-bQMXoLwDDYNE^$s^r(=q5X~62i9Jx8ynyx2967lx4ZSSA2^E4Yx%VZ*l8F$=C0r z)i;WxBIbKQcaIU5k_uxZCVD_R$0XsTLW+n&wlu-WoJzzpV_~eny5bkkR^KvuI!Xfx z?w7^F?D607rhYGd6Dtag=A?h*sNn0L&0c&&`fV6Z5&j@xMUeJouqMy6vL7^ZW6$95 zl#{AJ(Ip|`E9dAae_8!$hw$_FEjzLxm(s>^o!R*HYpsphBhH}vT-f@T8f|KQl=+Sj zoR3M&{(>Jm)rEiV=|!e9<+JE8I?@j#0s3cZU-FD=RkIrz3%fHlOV&^G9Ii!1h5XnG zL4HHW@~}=D`t_aV8A6sGnKd-Ko3|8Cq!95?LxAf9A3 z$lG{`y6Lip}ie!;~*qma(d#=3^*`v9vdyDf_T;f#AhlK}6=3^L|a; zJ_ETQHoe%awekLAx0h#{)j?G;A(pZ%B6^V)M^1ES-7}-fUCO&9cjERJzS$Vk6HLlq zYaPoR&2OAU_O>`Noz;ob#!4j#-#HIEjyBdMb=?x5&S5*tV}vew0-KPpKW6BbOyayl zM|U<~Ju!)F!I)XdqK-3r%tNNn2Wz}*`^=Z>a2fIeDtCU zf3l{3W)0q16g&M?A zC4T;1vKq@m8cBYQ`AAyFuL={44e(R{69@nGjrl;}?;Lr#1m1-01}WMbXuBZD7~`c{ z^6pU(nI!yWdNGz^N!kZrplghQf4xi?s*7YvNs?z-c-FQn#;^5KI0Ok;=U$M-$0fZP zgR7D1k0p1b5u4j)v(c65d>v)VNrj`GLpxI|=4jH6c9ce3%Jn)A(92CszIEJ%B&CvV zbaKRXhQkZ_q}x9=THK-Z{%oiqi0A4?rP%L-v=`nCBduHFr3v7U_O4Nvq)Wz@*^GSJ z1eeb+;CPv%mJ&1g7zsBZ)hP?~vAL2&s}=I>12#ZWbA%V0;?i19#H#>u@Dei5GN{mB zgAIBQXjj|DZRw0u%v;J=t>lcA{#rYLpByOGsgkp^*);~n1tx87M(j&o|C8>XByqm6 z*3H?INrut5ckkzrvqKB{JPNOL%d-VO^s?BQW{;Im!tF>c4-uiLfN z_~FZjhOZ~zYcD?>*`}ev)`NDk4prPqstbBnIlxGXAfbMOK<_tfQp1DKd`%l?&S$sG zy+UgOn-TQGUxKbZ-m&YvuoB*o-{3CVB0hOv!W%Uxf5)GcFQ%U<88 z!SWuUP5wrbbBQ-OBL}akGT!=hzAG~p@vsBIr8#ONEg?@)?YQHl?ahcHzC;D+ORZCE z^%9*|@=UN5mZa z$dcc8lL9=PV7~Vd#8*0Gc1hQgf${OH)G-v>#18gA;R$loFT@1LAa(cWu35DJWF*jywt9*kCS|_$yO0%x^{?fL_{i zg9qT52wlRRc%97ErUS{$4PbDhkOpEEIxW4-`E^UVod+?6b9$u)pbk5v;^Z1aOernR)pUa5v!~%N?EM;fuO+%F`7N~G8ehqb){HI-|DYwO_sNaATc13;w9=R5GT8cp^`DtrCUGbUc#;LkzjVGS}J;Dq-~_Z$u;Sy=*Ms zh8LcA;Z^n$?7QHcRE#9K4o{DG#kKBug))|k#q}2qcV;|JPQF+vEqw+rto4uGSbR8h z));K@+VMhvdJ$t7-KX(=y^)QE``{-5f;u6e$*#BdQ2bfj=8`McORg9k5AWTPS~i~z zaATQqdz-LS6G^4uhL~J^+vpk8lZ|?Q6P=87%qtTDtn?M2xK_>#E;pBmI?)GSu5h2L9DXl z*<=2cFLDhbROLa1I%2bK1lz&F=+MP5SaMX`MAJ|>I!mZLQ3g>>kb)5z# zw>_C-I!i1Syr`4IdpgBW(9$e<+P8rHY0BH2Ft6CYV25xMOX$B=ZWXMm^}Az}DiHOh zSd|a%Vdod2!Z|;j)5o|U=;zX7iPFIZs%iipG5#sq$HA)V|KwPD=|yZnQ8eVjNUn}s zP9H;UxpMwQu9Rg?!avFTxp303uMsfv78g!3{zug-Y(4zD&DA5gT>f}tVQ@)4?b@*2 z(s19iAvG)BXG3fv=}-G2hup;yisZ2he;)o?K6jNB*$uqH6=dg!QE@q{d&zmO>V@5Q z7xD+r<6k;7a%KESSvGPd|3}?!Jg)l~d>*p={!L%pk8{TvSZUu*7_gz8Ft$g&Px|J< z=H?og?y$Q)(WBFM_jI@1mH#DWoeWN08Ktd#bTIGpQal#!5zT6C)i|Y**_AMeNQojg zx^HIYwDwgYTXnAD>FCGi_8cfJCZp+iWjvgI99?Pj6B!S*ql}@tTGmPS>DX+xdE$Gh z)>S-3YBi+wXQ<9q&<2CtLH!T#8Ye}^gp^011W=Osy-rK4geWMvIc8A36i4)ir%EwW zM+*}?{3%evL5EGLXGf}y4Z~E)3<7^ZBKK_yXZqW0R`1t0nBQY#nlAryRrbZ(54sTS za|pxKFotO!MaSQ)%5AM6+uo$83t5Emuh}>~nq2x7M%@^J| zm_ELBW>;txxEQ^!%S2r-(~q1Or-V-(6*M+1fBN_yoFWGrom5-AIPbFsEk{d%PaD=G zNOS-c(S!K24isJ*yP{nU|vpc00xvVKy2Xo69hCt(Bm*#tBhNi3Z-1eY4{q(5F zDiw&Ky1XN)tVr;lgKkubueywE4Mn7EJ#9N22B&`%R4Vu)=hMp-XYBP6)Hls%NtW~U zj10`3-3@n=zV_7*#PQ_H;7j;Fsj&?tHb0M#n*rdZ<6|ukzmqb>`?h(^-(L0=X5Re0 zmx5w&3dZ#EtI17jc^`;d`1C7yPYNZm|E{Gd#6B{H8DDIah=E;zqdT#r)V_OA%Nlg z=}nzh4RI)@BA1FG@;hCNjt*z1W|$U=86R-?%)R!T-z@AporrtTa5(?%ux{E7H~wXH zT3ex_HpV@QWPb2`p?rW>uVS4hG0tDls=|;(6(8ro(HWKU!N(ksok38_sE_g9+nCZP9|E156>_y7S_t!SJm_4n0bO)%IEY6MtJC>gW z3k^HvVJ&78D(}EMsSEWyiCBJ|1al|FuCTop3)Ddp|1ehg%>~S&2s2#$`#`gUF;aP?7B4(L{jGrC1nsf zuVgz+HsvZ)Ki=qIne4)?HW#Syi-^#%8pvpKr;0RdPZMq9+2?r^LoiN8x^yfCLn?y` zacDOqT_z}SIUhI_+JK8CI(`)9bYL9Q<%ZYHqPEDxJ4N_~uh2nPBn{vP+Af!#0_;^T zNbrdXmCM4D|7bc{DwnzV|LD)lo$BX!J%Cl2c%YL_ee~HDNAxX?qJ$+{);8CC>CLB&VrUafPGL9bGb5Ls9su>00GpenDXKmM z*k^v1^j%?LTc0B!g76Q&!XKxHoCDHL-82A@TArQ*QUK!m5sAnT|A|1|1t?m|fBe6l z)8EvdaZcfP=M;_PG6ML%!U6no4q6jMxU5S<1r==6WE*UNC`AJhdfvQdH>X7e-Z94_a>L;mM6 z4cBw}hl4XEJ(I+$&S`L)9x>+EnuxJs6oHT_$#gWi)i3EuJSWlR5LJex1ebrDnRj0q zrOPcWe5D2RC#+A?9+64JR_;R-zl&_12V!ohB|=|x`V-SnTY!$TEcMx`_0oi#VNc9XQy*RQhYNK7>c(ed<;;il_{_ONTV)uRX2vrpE4zFyfGpy8Lf(k>wE zKl)|oaFIL_aJsCu_Tk(Kv^i+ZZI{3I$>Lo?LTktTdy@qsH|*lnP+9qwSi8FLo~VwW zZ1>CZH8Cyi?#+DuK-lB{?bjROt;(BD#A}o<&JMzd0GUBaKo%eP>-d#UhNs(IZ<2Ts>BMCWl;Lch18W;8vS|ch zi>_`&aTCh{a;Q~p7L$y%c&(|Ye5|PrFSdWxrTv`uR6sDvzSL zbo-_`#Rf}sK_+iMbo9UHFBynyMu__jn?alJb;K@5Q$<-y;{RAAU+fkL%VVSE zmrsiD_lmJzB!_g-BA#bqn7jSoHvo2t1dK7W2-1Co5AeT-(nBib@Y)BSuyn;>rhy_T)Zg^oU;iLXZh=HULr>Mc(gdoAjB>@!Rxj7| z6+yuypiSJRHMd+gdO=7W;ySa=rL~d078`pt*6P&xVMY(%DM{%BY%ZcO25+el9|%n@ z#F8@W%qQbO6cdelkP^*vDaj(iqW5*D(qd}o(3uB$6FKdMZ8g^Lb}42Uz&Uv zHJ4dE60z>+&_U;7h)UQb^W~P2(rb&FAAVcd3itmAP(H}iZ-@!B{6iR2#zgiB!E@LG z@+IkwLLNGIjRMvd1(DkyKjHmzyk}eQ^p#jIk8jb0X8(Y@YetH*MYo!*Re?I#ci1Vk4g%`o(rF zv@6#t%Qk0muKTU&v1o`QsAr3{0{_ak8ABN_DJNd8;KPxPkHUV#5EQ&!tltw*;QBI< zro?gt=3Q4XiF$F6%!N$UDH8L#D>$Ee5x4`cFJrApL{{WDl6|z~d&%b#DMljvxs-u_ zH+tpaC>GEziceYU_Rqe(ez_QQdKJ|Gile61m4m-4dyr=(7@VP}p*m zu>Je`UselV74~9uq+af`^FH$Z|D+D+QUAdxZxaBIv1CQzUmJH%?>U_DO@tuYZsXo7 z4GA{qa(WB!R3~28bPGzj5N_NbX+I|FYW%<-!ER!6h17Bzml6wju^g(gP!<8y7D|a` zzRpv5W_Dat*X^8lriBX={d;1bjRGfIFXyh6PEBr3TOpc<)hDg~kzZ1r$KWYIZRbL; ztl%TnH&y%Yej9u^xb@_ND%csogEgslTh#x413Dg*P}FD%X$%3pcT`{^_u^rQrsmbk4H54D~ zCthbq+20>Z_T=?C+un6@n$h`QaSt+~XgSxX?*69fYH(WLuzyOIvKP8CbC6?uyzp((WBGIG<+J(**jePAkXC|V zBmY{!$;imwCZEFJ8MfJwQnkvR`eVwkhx@={9nBd(v^<4e3Oe>Wm|T%?J+V0m$!M)w z+5?Do-67i-p7HG?E#Ob)47EiWu9H5kYruDj*ueRy0#B+#kWv=Dv6YTJd#+J{sDsGNh>qW5>5X5OJkhO zjh4AE*8VxHA9ej>^t4IRc7ahc*o0H1ss%1?HRi@k|WzvF>e|!$P=j|P6yUT99We^t? zleiUw%Wu0~u3Bkg<5#TF%Oq4CTZv^AF+lPg3cNBBc$IW{bN2!f$h6^ac6bK+442g< zu-jkG!`=`ypZ!J8UFbst^v?+SDoJ84pw{n5>0H)LWvP@y%5jjVx?Orglz zqarZ9?w*kp2fbX2dyP2)#yLITfMf)s9SbALRF-;;#o93H)r`KBC_rMdFRqL6_&A}7 z06;B<5MIr|iUmLDxyO)==us4HQd<_Vf2JX@zJYxf{LssTrv57o(f6e6E#kgZA%Ahv znw^je}i{=g^+>H2e4$AnvEOH%wIL!>-%h9CZ&0?Ek; ztLT|)wkVYNsN2e0p=>-EJoB~8ZTxICtvs?M%!qZCyc2?!_x)6le9*OMd5KMPR=fyKovEGs07{0Uf;me_W3WGG8#uDX?qtk`hC&r)}RWbSb7pehA( z%$iqYH7Fn;9MusJo0rGIWJu1|>IV18?-W9ivAw?XAg;J@mWco- zuuVWSNOovogH5MnV$D6{N|au`iY%?z5QDrPTT8)&<#_6c%?Y6-)WXwb%ni+ES03=P zLtBg~;<>M)2CcT|M-vHgEyu^q)63g`+qE^;_9^MuNy;b8;pkGs2sJ)U$)r2R^L>R& zQK`9>wqE_8{MFYrIhKXyDfA#zK}hk6w&CAAklklpy)A(e+EN9e?frWH<3~Gnsbgbz zm}O{kS~#1D7aZK)X4fi-#yh_$tnvT7Jf{A(gm+?@^4-%b*UV4KZg&<1*f3)SVJT%X zb%#Dd*%=7O+_W(XtgDg_?e9dccfXkFh}mG1+`{K(whJiM2kz`>oC2rETUq@a+&cqB zN!mconZzs`PV{#++D{rU6SJampjTFsn-`zx)qFAUI$)!1&~Sbs9JFwif|1sGA6mj; z-2!T?GqP2!99eR0X;PQOb8h7cOv%~&{=Fc-{~O4Jt-*onLp-~$Ibv&jPA$iiS70&&%*#BlgN+&D zHP&pA)rC+|htCH(QB>kU56E!ic@F636pYN%P0_=N9>;-83|e8%7g7GO)FZf(AdGzJQ?A@&W?4wEkP$67Gx200VyA@i`c~BwBW1=IQM? z#KGD~q6ZNhGb53_-3Y8Y8@RyNMl5r#8$c-u5egtd9q>n41h+7=?V5M;1#f2{FBs9r z1k&N`FAAS5p*GyVJPcqJ~G^+(4I<{rVktc_#f zEB&?=mKcrq#-U1lGV6Y)4R?WxG@wG1`6crnV^Y7jHi{5Rs*R3{a8(lIBuAV5)YNQ| zd%=X;NMYaW2hLD_R4McVt4$;HQ#QOBn^9xJa+Sm~J$LL32+IIW&sc#x$q$5}Qmy)D zg@Cb4=hpd8cww?c#QLypi`*nRiW!dzEsTozdl;7M9P{jlz&%YBbs$sB?J#yJ0f3L;7De>+N7fSJH7x09l`C!XH`O|FlM?%g^regKz^Ek*ey7j)0XIP z(vYQ%D|FO7ff)mi6wI^t&aLr|a*(Ad!0PNvCr0EWQeIrGV|$gIUa}=mFHqc?0{b&) z+ag^r@VPaG{m)=xnXWtbaGgZ)3D_k-F8@Jve8eD7@9hyZ`bxR^$Vbl^pvmpR0{uaO z?_z@%IEC+N;-^dMpSIHW=)f{b*jswbuB+&Ndc4Hg_{tb<4E9-OD%L0DN_Wr$2>m!{ zUCW$?`ipN2>Vr8lg6-rM)eca0sb5dZY|+rDT2 zWQ;=K?t(^{4=q2p2Dh^NV%dZw-rH0sV6{%5)qerz_A!!?IcIuk>{BGE<$8tlYu-oZ z+4!StWX@6f+*O$*1dl0maGWL$)yrOSCIj3|!h?Rq zCLCrB_zJ@LWzCXv;xsXuTR6=1B191Ewb+hLb{i=LYh|PQvuAr6k$h9z%ba_h=DT+{ zqVxKpvuDh&Zw27l)XaV~1~UZm>c(zUCq1xLx(`20+`b*743&|)B%(h!aWUz^v{HL+ z0QRaOL(TTRNzK7}4tLHONGWk;GtF6Cb)`?fS)BJfE`OaWm5`r(a~{vpN6RCNcN zIa-xTCqckiPd6QFOGE^*!oSU?UCSD+Fo0MglRD|X7hV-kWEN~Ng3A_1ZlM^a3&LaM z)$KDE|CXHO3FG*G*~es%mT-|#$i2PRG+)iAbLsutAM98qLa2tf5hv13 zMk&{At7*5I5qC-Ei%RY%ys?K-2Gytvy{)BuU1ve5A%jm{;~2#2De@W{0P<9Oe_$J! z=6-7ozi#LZKd!b;d7xp0N76w@QR1dRQbTCb?Vtoo;%IO5SX=BQ!%e<-2GhbAxDCjt z+8nHx{K^LY@@V*$0!0ddSwBCMFCTu+&c(XP4b#eWrfS0O>=lo6CE`uPe!+u9+V zE>cU}G4J(y!CjZPIQ({x!XFfD-pr zbP-B?Bi&|mSzgRn#YL!^BEF!YH`C^FxvT|BWZ0b|xNXF`Tm|bd<0V)f6?=c8V^mPy z);ZTPneCwQi%Z)nT#%>emK`p__w5~s{ zH;nEvFONmbO8Grok(GLow00mGy@x)qVZk9cR%(D(uk>=lch81L z_ICN6XF}pKI5}DhwLuk&;&)bz}b?98E`})`WOr)u^Aktmn z_8&+_<+A5lO$FZh6!x?OWLvUfIB8o7dtE>(hPiHp|1=Z>q)OO(bVqJnnHEhQCABs@ zT)U$EAUp|cr3D{m&hb08MhxCb>OyCjH~@09UKK9jl`7qi?GJcrgTO@Kdk>qj$kI%6 z>;UrptIGI^pB3-U^H%*^xiiRzDnOsgxPGWY2_o*Us;#0ljzWa(3`#$m7`^f!H_wXYXEn#Y@Oex zGub1_{Wy1_pG151dGqU6~Ap0`BbnVyXER^G#so?`E`)X*x!x4}TxOa1p0K z#gU5MD0&?0SHmC~59P~RpJ&v)uVU}#{uC-Z9eRJ$h3>4kn9EdvH}wgSAr}=LGS;Jj zWO6Nn*wST7do=Wz(XDARt8{4!*u^OHEX|L)$N4{h;~OB-LoL2E!M1Yo)ziEncRCAyDzUtgSB{mT@YS{h{l17 z6^(KBPCU}z)5xF5^f$P{gCdK6wYl0h^V2L|7W)!*->lyr928k{S5gnyt6b`Da9;ZJ zmuDO?J9&5e3xL}sYm>ul^G(;#YumB;HQ;B|T3$LC?&1GrdJJLyNA994`hJU$tt~Oe zyI--Xruk^;(#ZjDodV^yQeO58p=!E}(vc@Ta%tsXUqdIn1&qnX?(_nPB?KwEL zn1Hh%D2PCG)GkiRH$jZfjz~)B50PztjhyfU@}7Ux(QIFT^$q* zvL%L_Vi`kc-#uK5CTDsVL`DryoOralWuqR!W)+%m!jjZ;vrSXt`YX3hVFirwXaBlP zZn385tD#I4*C)&v3&^Rid9x$!;#DYl&d} zRJ3e$h!W(<5&TO#CeMZDZ-gQQum{RoPCCR}7Xa(jhH_uDkN|MT@l?|O{D`~nx<;KO zzD0&MdBxW>acUeieIV4)^+;K)YrO^J)w>A2&K+ZWcptESj8H$j#ciY;D~sxn1vXc{?muN(+cHLMdD@5qq$iBv;_hM_ap@AOW6;N zVuw!9P&QqdfNV!fVW26P{ z;&A=^nCKe+w~cDxP7G4=-lkY803x2oGTV`P!n!E~U#{H5TM|GbRnePE_gxbI4nR{d3=F|IdvaP|Bwc$r2jEu zWeMymfse_b$qlIG|SSi179(zcCDg&drNF|}>}4nQmV64GrH z3961kOmy}BqSbOJFOSz+^x1a|w6xL+`s=h%%F0OofqvR?uqQe@y#k|0Ea)nem8>hI zerUlUqT9`}>+g%5iZjQ03f!mD;_b#oMWTeIMBI^^hF^h8#8O>}M@i9MQG3Q}T_OM= z0j#aS!(VuN0i5A}rs@WN4tAipOY?iS!K}?QosFf%=;&JwWq`v0DNkTJ8+e5JdG=Y< zuGs_-CCT(5Pw1)2cURzXXw08}&Z8;M=jX3wV1gY9b_UgZ#vKKn1@8Qt#sznJTGFmD zS6oR-m##O1$tfqtKl)O*!|`sk^R2+ZdqW@Obu2U7V-aNDH*$&k^p*xAg}w>h+dYfa4MqC+6%_?XhIQehaDC;+>usX9a};>rPdqg0STN(6 z84uF~{joAkJTm~Y)$hcT*;pEPv?)G^}e{G^{Y|z(wyl;0swHW9TKc^I0MQNg$5>t{ozbz_*E z@H6!U+u0oV5^W=+YH5Zj)RlP!JQDr&1m@VJ@FjIK-xSAY#y@TQd^FVdwo8P|Y~i14 zhgU4QFI*gzd(Ka0mywA!l6h<=XKbBc0;J`q7@iJpt0T<8duL9ZR3hg!aX6Wi*9Jr4>1gpe1Ks`FWVsi@~nj2RrJ= zd5BTUP>1S{{JvcBxK`aO`WNr81yP8bayxi=8mC4`r}A(jpV|nIUlMvQb=_Z${eEBr z<*3fQj_0@r4W^~r@gYOeZw*f~C-QWuUXzd%a&|;LUxKviWVoj+GM3BJ5v{*4^h9AM zLkpWvqM|&2K^an7fy@X=krs9O0kV|A1RKsL&(^Xs$fG|mT^k+Nqx39(YLn4Gec3&b zxu%x7;2mi9nq0wmF2&1h@;1awd<>p?LVKh;0Q!?1Ot?(6bVaM#VafhsJbFp_3+?IHy(9qYwjR{1lBKekDD6yA3EXT0cUwXkA3HFp z`fp8vC(>6EaxGC7R?a%yHbFtD{I47pMxLXoSzi$xbn{Fgf1=;4{D-re%d#rwCx_YP#{soN!vQh1GL^Ug zSdNT#Hq|Vy<7{$7iX+|(by}I#+LSzP)*mPwm0VlbR~5P-^^-jVua|j%zIad`Ho3L` zS-F3Y-cX5AlRhbG&{D2Ugd;}ZfRtCswl)*-t^;^Q2Zy{jPo2w!zvi)PFhBLQN11!a zV4GX*dGysQDb^OXIa`-ftS1XW_hriJOSPo07y4W*!?fQzDlP!mkMR{&%08~zVM&s# z3y5K2->uvkT=WexU9qFWZ(;p$LmGOUV2At<4{Qma8(ZIgwc#WN2&WNGWn@W6n%-}R zLhvb@k&bm*er5?z+X_F5byoDV!&mvad-P3)poM|$L5jKONuYO6RjqO1n{^7HR!|n% z(2btMU$JDnHDynXvdyqo2 zIHw1Z;sOWAaxs-Q_rm^*9cn5mY93DJY+*)yGL2phfZ`QWN2K5xo%sQ>iX)ps@V7~0 z9I?LsXoX8@za2#_9PRD*V7+h}!!8+=^rkdjle%HJJf$fS7;O}!v4uH5@zvY96P}aF%g-GWZ3fdvOHpJ1k%n_YQ!NQ4t z>7)heM)41T0@+;$K+qUN#kD&z$12A+9M(N_ziELLZ+LJZU#S$}3$ScPmCCrt>`3(;~GgbSY7Z(6$vDziqX;z97(L zuSjMJjS-y6IQF1Se>ue^_VR6Ols|8DBXmtkVsei4M-kIF+L&fc*Bx*Y>#Mow-fg@l zR4OzQ(ko)r2LQs}2-758vCwuA>&JP);mCK9{&R}5ldUG^FJ8$*R4iE zL>{4iXJ>~VM15;NzaajQ70t%<`xh)Y7`v^C2an8saW>t-=E*kki1S`S=yT5fkn!9w zeh$S{&V%Q28O8L59H;vnKX309Z1~g?a!BF{zoQ`M-}s^K3V`P!7pS^k9PQgvs?$-QDP4&IKeU_R zDJ?|3A)3Qkc;lV{8ark`u(`W9cQ``IZhbEWRLi{c>-1e`u*LKeWxb`$!|0AylrhRo zO{vqO)90>7&B5+B5+k*+FEiv)P5e8pO*ji~YQ*w3HaytLs!qGdpgj*sNj&XpVwwIt z@;__qHlUOULQ8SWjww{N-NR4}sV)6mPV2jick#*{I;93dQn)jee?FnCm}&<>9!fJ5 z0Deox=!oEH51kj#KTg=2KICJGdkYHWIKpe63l;0=;==Q|QErbw6OxI6S~;HKw~GT~ z2u%iZ2-gbPzSjC<$w2PmK_TvB0~6P-Uk??tuoKT8q* z4sSJ{6fZ@pu@V;9LI9VgbeZsUw6e;sX@CT)kymXWmQQTy%DxejN@`?Km38fUibNQg z5^i^yNs%?E-cQyio6KP?PFqeWk#bC8uX4bMmX$QWP90D*Bsv^o(;R<2YwU|2{7L%$R7$RJ!Te+fb)Zj_tI zqLy)DW0V|EO@>h{u**A`cOgJ&=+Jcr5u{LO6m8r})gz%xW zL+yxoRwE8EUUBDv6@jvhLK40Z(2ZS;XIyoDZt*uB zppAJ6eniEdGLEKgUUItaU0zE{ z^byFjMPV+iXATb?uV}rXH!G78U`sI*RxFE{)}1Z!%Uffm64r}0VuI&G`EP|2uNEj3 zZBAhD{F@9?A5NYJg1Xn~G3t6uKgc6^C4y>tS+uRk)l0oamC-?n8zlZKaWu+gz7BQ79=*j@K-ti0g+t!pN-LW<#X8~zSPD|fl}A@(zi`QI zO9fcrd{f!`R4toR5x^Ywm{Y}hySHLO^VY#3aW8cHJpU<8fe&lPOjy_v=t99odF}gC z*8213d5uK3SC8*4gkfxdOtVr!oIID?&T)R?Xc;QsS!FbZc=|^Ceq;)^#PKgL;-*mr zR>vU?)0AES>)VMZaGBO(##==Jhh>x>&Fws;ag@_9uD5K&zH)+b=Z9=fyHB#)0P!K82O5S>N>~`}ONlhRvBu!@0K4u`z>~CInKJMp1VAEXGE6$e&37LEYsW>VSXD{ zJ`Xijq^LHT7bS6e9iMbLkQ5Q~F--U7hhiINf^{*y7LxSa-&BOO1;Ob#x_%Q6v811l zd6_!q?(uJM=|i{LY@hnWmsZTgm_?IS{Q3eu|JWOFw(R1%vBULdQcwzcy`Y@OGu^hU zjf~J3&~x%J$H??OF-A+Awfj1*Nr}fFKYzD_bpo;uOwQP#!4iEfGQab5q9>aO4HIPV z#Z;RtN|e&I<>~yyzBuNeTA)vJ>Vg8~nJ9btYtyWCoHwvC-6885CSJq!YgcWw)_9!+ zk_FIptsu|T`vC*4>$R=cHT4Cc`U4piK(sV+w${g`-#fz_9zpVD-=+O8f>usz~{=QZnJ^n4l`4UAc)D_Zay& z&Is1u^GO!HYdvUpQ8tyEZ7%FONTk%rN4w#NW)&DtD`dbay^xwW;PQn89h>p;bKdr* z_Ub!cF8<|YilA~y7M;=M*Dg2Ef(YQzMYuS>7f3z;LJ*h@m=h};JT0#M?B7(hZt9IL zo10Sov5t}1WO01DZt^#epTfhKiNt-H=YV+y@lq;yHCPt}& zG9uj3QQI1bdXUn()=vKvHeO<8u7$=$H^FKKo(!k1YZy3cBidxSXBrz3$!#wyLj$e^gNL_Iq7=U4(y$QAOdj}{%gXdX)fbG$9FkBfhQ6v2-v*E z0b@3li(Vcgn{67V1g4IoqW(;&Z&#N^NW~6mf|=m~-rm%mS}ICqia3GEXiIOdhnNc( z<1d#RP!j~hZXjbkkX15(i=OqBAyW|%bgT!tFGojpZA1_#(=QsboCq?u!GM48t+6Hf z1SLU1bbK&GihC?Ry|}Pi>;17 zi^UFCc$s5#xk8I>G7@CGYj4M4?ct+2)!y$4Od{~5s8HLO^AVJKgO|!VCNvr-3G)ky zB)W;RLri+9&%QcpNMKIP{4NmqUXV8px@0 z0=GzrvOG9I(U!%f3~onNf7MHS?nx_ZPHFpib*d3Or^!ip6dKf)J%F3={k50s8#c0; z8$gE2X+$;Oy^XKQTcl<*L)lMGw|U-R64ZY6%1dpqW1+9vXbVtU?8Or4bn}!CW0>of zo7{=5O${C{UCg96QwvxG6QwK?mr{TCJ1@lV_Y~@)R^$9A{#-Y7r8#4f*cowWpNL!P zg$v1xLc+9$ODGLXso=x=meRdWc>VB1NCe*`p4W?x7($|#nhc+twdok5NJzN)6b#=O zkTE1mYOxE^R(a*|!!qm?ENv{fN@zeU&pAP&NMKZf7K)NEd!Irjg$keXDwQeF4Bfr) zwFdD^H(DctE5nDr)Cs3ak%Nmi#dzKXP@X3#BHTRxZU81VX-g_kY&c@RClEOGIfq%e zw-OcW8l&a!F5!F>PnU{N=DFKJJWE0;xzshW90MqLGBe>s>pkNUK(LRYbkeFRaI^Er z@uHQT|A&PqaQ$032AdRmFuCOf-VFb$==Qn|VfMdOc#zH5Lqv*8#C4>R;9i2-6Ctj; z)`rf51m$*W5|+QGmF3qfe@9{uxeUvYeASWmU|8$XQlK&NkO>^OjK@`XA6SagN2I)q zlVZ#-fh4;vS2zqkiJ)B=jXHT=-UvA%@Z^e9e`f!soxOwoldb6BC&4*}RR;Y4xy%XZaSZ@kAl1yAqEtV4f30QOtTL~-uQwZFI+}B|%cvVeY8Vng~)}n(* za~JhAVZmg~a!Ph3HktRKaXRJDUBFiVm{Wtn2v{8T>yW!H-a$8)m%@gx#_CQAuKkjcFWMXB5OQ!OfqYAr)6P@=+iiO_Pq)%&0TK_eCS<>g%u<8j!#Ppn^7@S3i!RqJ{gNF+o55ttG-gZf zc^?HpYwr#Hmr{ZV8cp)u!JkiFN(m#FG|5Hf;5i}9bUeue`if*!l%oQk0@{%DvPeb_ z*7661l4(lm`!p{F-RN5?$+`8uw<_^#=F}o(*<<+EC3+dhFn0XUpjElkv^GlOWk{z( z%(HL$>$O>%V2usv+pQ@UN}W(3EhmHqz$;$H!26D@@L%r_|FC4Zm@=rwsK3)wR!)7; z>uEjy^uFGhtr1|;OUpO?(Q{%%u^zA(xYX&_`eOT~VE=m0%f3T;Dqg5b(lUM8JAxQ9 zl+4x-4nswtwUfbaowV9;`cv+G@s%)5f*%#H=;e4t?Fa` zv?U!-PfCr&XPopV9o)LFbWr@AblGIta?`XzlJQ3^q2h(U%f&qYYSZT_(5?(HeJkd9 zv0r^_ob~6#Y#8aX-!kmm>`N0Mf-8D0ro`1H)4oe=6o-IUP2_d8Y=O@Hh&MKe3H9XW|WdNIqBO2v#?$-v`KNLSn1*1JUZ_9umEhf-s>)qV9Nm_2#X@wzcwa`3U_ zHZDm-QK<(T5Ovn7CZQcW?vdseN0!kxEXy7Qp_TXzOp}@b`v|Twuk+XbNx^2ivhRm@ z?XjP5ESE(nLasuCJ!yDN``)>*nU*$d#jdN@@wc;_VfSJJvgmcw!bSS&?+DJ7JxF0E zUIR1V5!}{M$l?isG=;fRdDaa-WEUbu@=4Yk&u@2I&8w%#cQ#scCVtN&Uw1+yAoy7( zu3Yu45?zOswBl?B+>N&nwD-03G5%N|tXSNfZGA4Sz^#LuO13hu@$XipAYXSKpIHF| zD(qALAq78yCrwmBdN(Ww&=sU_#TJetT8ZZBBo60*_#TtLL>Cqjjy(8@Om3YN)W$3 z9{39Z&7r~82Jc{Pw={?Nu2;7m;`!grh>mmeQ*q78Kd|So{`2}>#KV9{EtyA?#=mLw z0I}EcD~@!8=3K~8p!hQs)@Ad8Dr058ym9NW?jjU&FkalFy^l}T!yxg-%(h0*K+3}) zFt$EOsQy9u;FEb;wj$R@fCS-X_6`)mMyRY>tsLFdYEa87H)k6X8SdqG7v@QX%n2TCC9_*D_+72ho@2%Nv)nPQpRripxDIQK{(0H*7j5k1Qj{$AsOMHpYGD^nXrl}Gp`yBU`cwcby zyr*KIq>z}8qWvh}zH!kCToCTJTZf{o5FIYD`+G1QP%lOe?UGz1_P7_b8$eXp5hhj! zxyN1oxvqmiU0EIYIbk<9>M=vNiFQ*Ym=Rab|(jJ^4yqTvGE^8!!(F z6D)j5R!m@Z?T*;&jJp<-2HH!zV#~BFVuPW)O%pChmtK`q`IFp~MbWSu2;r*qy4t^j0y9f^`kr-N z)+OaqTUv+uVYpqhes><6MqLx$!+!{Vy1JbrEiE~4NDfW z$hUz3LmlIz7^5zZj}G(3m+8;Ak4Px=-tX;yH{p0q4FcRMzc+8SKbXy);g(X`9A=)o z(vSw5;YU^Go}BE7#C)FNkW#WZO!)q&4qYej5nZ~*Jk$Y^unAtIx-(KBvS5x5``*-^ zb(G;?^(u9-spydB>ur&TOWdpLO@bCB>v^+a-*?Anb@%85dc0gZIz|>c zHjY<_u&kXQS{D-YvW>GXqK?i+j&HwJwzl$*c-y*uqHAGiY2sh@w)O01&-bp~*EElU z)|PU-|12Je2oW?-NC(c)MRV_#$@b0XF&uDIeCt5THa;N=*lGY zn=oa$AkXMr&@^CspqTgAH^7`_4h66Es(X%oidXy1^ovc@({EHi>WtSz99doXAHa?OESScQ23jZ2*sm}<0J*q(Vlo>Wu&$O~*!HKI8Uc|<#!tRkUp2Iz zWL`{f*onS-FVVVB8YC}D`1bBkgLu(y8Gm(EO3B5^A8lJkkIA2b?t!40Iti!LR?l(6 z^Ft0J3|2aKeKYP7vL8@1KX-^BOmhMiv%QeLr+gY^vR6Sm)cGdSfD4sH7hF|KhAA}A z+-;$w&&YBc-p`%Y^by)(vIZY@wu94ho;TpEJ6%545Cf7`CoSH)_;;}3J~ufeEa*B z`nEyi2myfiN*vB%+mXtdplcE||xx=v0CTLB5(i9I)+kwYca z>KEu!;w_>)9CCuFsBS6QXDmvD;8YYV>B`R;PbvnaV%Jg;O#6k~WF5sS3X}6Jih7N@ z)SRUY;e0W=wew;z#0-^5rOxjDu5%whs2FF11Xuw033c?IHJ}8CF_z=TYBi3vgEShAzIR6hh9w8G-3VAPoduQpFxi z4jQD9M&_%!9z^FzA_x?>t;RPJb>F}=2oy)ziY#nwh&}CLE42Tl451ke78bZ^WBSYh%IT#+&$Rq86b8YAD}W}&t9X@eNN-Rt?DAOviY4S zIeLt1oI^~0JTS}cBPBsm5+jxW35TsU{AGCjidSAc^Hb@AFhLrc0)gId#%yg=PT}$A z=C6MBoo+;^L6jyFUfAU$K8|v5h(%7(O0}J{RP{@2@`dYoV+6%A+Q?)Ihw2xUu>L4LVJe$ zmbUxjI^bftFI7Wctu&dLhQ+U+V0X!9PfuIuzqfCsxcy9w`+RR2dKQpoX{BEELaX3X zXf3@0g98NnA_{_?=>@NKv<+gwtLJ2j5;85FWZrHn-qPo}dI4Ar5k$L_*U4MMJ+v1|{h~z-BVh0; z&E1%~7D&GWc?xvj{^qsjz>@1z0O9tZmTKhjR}_8Rt@QDu+h5sLIZMs2<)79{4b`{* z{Xc;uXHM< z_Sw7#0|Yhz)gN5{t44380>KM_iV6tQd}eHbaC)u7CO209Bgki|{g?s-5_FanF*tcW z^FQeDA7mB<-YWnNh^(wRp@0etgzN$)sq}q7vITT(`K%fE5BVMpAYM~Ji$D7PN3fgz zA0c`+5)f>GkOv?rg2p}je-PsG9~5)=5B^+00)2ZhN+$)CrLw+e)-j{KpQitsQCZ1G zLg7NZ^}tIL?U7KJklHm82F6??`vC62jTY`3M^2_dDl;5!V^VM?gCN9|SWjLNMRD!< ztQ`axbk|1TLbNs4B;LR{Y>X@!t-w{f;^36zsG_DtO|!S#(8xPRmW0OT;#zfZk}tl= zCef>^evEj1Cx=kiH_e+Ivlr`t(DM$@Jr@*B1;orQ>R4;rm_+*tP;3IPup^)@kQZX3 zyF;hCd(4u@cC{2%Zy~r`C8WtF04pJ;o4%*V!zbh%r^VzdM@UYP0!bJp``7GYaeD37?MSE=StT_|mygxanEc{Nw%aJnDcacs&;8uq+>Av++Gu{H~!F7dej=m?uqF@dI>8b z*^qm7?)z?tLtB5I$JP0*LxIe?vf24DX0Ld*%?@p)hJ>i=hHZSrW1p;H#fa87;rD@Ns%;Ke#=G*2fMq#H}*`cxLX#q^zo_Ds&D)aq5 zRYbM5cH#w!=*sV#>*xdkT2wnjWwBpX)<#=)ZCAuuu6AAca_^6sd4-4CPaT!hyaKjt zP?1f;(v4ytTUrlAVVw&0w@gvK+U`N#AB}qjJ*NgYPi#{RI%({06^Cm90k~8)^Y1By z{CwX_wGv0&5W?0+-5vgu>whau5GzgYleK&2P@1p^HRI$9NF6mcR1}VRkz0)x#9S{! zKF5(#6UjbO3uXGF@`}n6yC2R~5hBufUA(7e&E!o4JQ@LkL@DEi%dW&tZ+a9yziEygVo0i8k;ZZ}$9}@_0Fi?g)tvnd?Sm zP{sQto$`DQPPC6D8!~5Wa6QzMxGAsX9vOuv2`*I-zSojJ4!P#-ogs#YRfj7P=l=dZbVu(^p z8nh9kTt9d)zm_^axk04-e$agWG>ujMUL}pT%)RJk6ZIPXE=EYYr8EPYtQY+?m0VnutUk+kh1d#sLGxzcD;U-V6(6V zdhb_ z!(stM#_d0u(4yVN4&5m9wphlGG&PlxdfcnHU*&FBTo= z`NGVtkBnrXEU~o~ejg0EEPHzCH39Re(i3#U-Ds8|I}aejf^yIG%#=D|J}9W3L4vKz z{&rur`s4z=AR417k#c;Ha?U~^BE;VJ4O7S5#OCl7a4(({O9hp^JrZV}|3IuP4tA)S zoSN_b^*usYOx$x%BLCp;oQspvHz0G7(QhvS4 zS@<^&VMiWi9gvD`Aigq}pcm1OI?BdJ!#*`@p7F#D-2Xdm80s_;s&E5) zD}Q~WwH$E1dy2C5(4TPq`W~al#J@|`IKbm1q7(mKH%7HkSx%j8{sZGJoKNUY#XyFD z=OE>mG?bQcfhl`?li6t%kLy9God*xj;wEQCvKUb_x8o@FxO zc6V!LU}86-pTO{X4N9lOWG86k+5wWDxW`H3Gs-(Q6M2o#j&ritAB+ zd0ak-YfWLAXT?8!LT{q`gH>=_nDD7rG2#K|ht)RniN=uAJ9_1>6nlFEcE^rQIvM@2 z!j9C|es>gU2Q~H*ApNDSxf~j{+-pDYD#-w{+<<6~RKTm`M|(r`IkwNT;VKbtFr`6p z_^EsPku!#}o<9vayH>vuZV1*4y_S_U)XDY#JRsud(z!?0`2a#nczaxPo@w!Of-Xd; z?(sNZUz9~V)%O+}hn=U+qpJsd5xmHB<9ANUW+`(AQIm#`yzy6?YlZHi#*Njbxb`%k zWCtK*+msRBRRJDbdFGkfXHeeC6&~^9r`dNNcZbGysIM^+e5BzKedbhW<$p&pjYl)L zXQu2s*~HMzVz_b2U4Ff{pNDQ*yPPSV9H~4TG;@FnIv~)-fkaBM1K|8k?&-<5C!6m* z!)xW2ll-jp(UAQE@aXsbCdv&zt&&%i>#GGD4#^X0;+XRk;AFY_m3W$8BZ&QrcJHB*AFp7)`^K~f)g1~xZb`Uf50 zs^7Mh{b~{%1cE`J#QF|dz9tGZpk-$E3}mYy2Z;_Ahc=sg=_w7Q!KxVF^wn_6QTsg= ztF!{}|5dGvam`*0(~J^uHvEGr2UDt)C{ovIF-;^9N)Ps3McH26*F>JCwXn5vK#)X4 zK`0V@Nrza2sH7qQfx^}wtzPcAM*aZBF)xzE-;wXJGDqD0W1zYA+v+q<;lxd1-U z6J?T#@WkXDfa(62vOE;aI0pDCgO~XiVdBHf){!Q~rqAOhG?Cv#&2M!De=5kalB_W% z0~>Dpzlky-%Uobp6uIxa!1P?|41cTn9#e3>DGcji`<>lk&K9t?F0XnO*zCYMy|5r6+#C=_ z(P{RTITJ0}zkRr0vz4eRL~h*S6tojiRK4IcwY}ZWOaD;ii>F)Kk>oVbn4NX1%a({& z5Y3$OQDr$)v2EFBil^?OZKCsOsO<2ex+}w%5_ASKXFU=B2=`0QGVih2^!0X1XN^~r zoPiF1cPy05j`0uQeywBuVSts)jhIA&WI+^le?7UCVU~>M$9S6!h=YBvPa&*RjKibu zw+zD4kK{^q{XkY?1S;!eoxYipe6DXA=C#&{lvKgMGm=zeTuT|I=ZuJ-G6-xDfJC~#8pd*OgzcaE8 zrhH;jwf5BYd4Xe+W_Rg!j^GR?^gd1brhF=Xj)SLFC?cNHe?cU_SD6I&m!AFe0^THz zP$khnYiAvs)J*XjJy_F;P|bN%PzOk<%QzLTOc>YzI@z-8ULeBFEvB8^Mo|hNd_YFZ zS_!yOO}IaWRBoczi#r2cME!7{SN9IMf53X&dWCx?jyj@{7Zx50*8~mW7J$M@P(N_T zo?NsD!`j&IfC{@22j>0Vol$hY3|ylD0e3VeWFHXDe;8`}5`G^Y{bt*k=}#kW|Je=f ze25*QqlY^l3h;vQK$vb4Vsqs_>Kuv;#6CQn?pze|U-amMPzu{nVVzcN>0A z2zutC{Tdr6Ocg(e`|I}l4)zW{)L)o-cuu-{d(_HxHo}vy_h)!;r zWX-K?CXTLi20QwS<-www0QNVjpec?FLGhe3T0plEw~(YDj$kD*Wy-a5oRQi84gI-g z$sS=B2mTJ53p zVbu7b`(slBJHAWV%^U2NU-rCCEWi5uw&EbxK>`l%R3aU+LAo^Xj2bxxsy?^517=Vv z2y~M*fh>`aWZ+qrKEb*k!`d-lPx~XB_f&P^yN>3*!#9%S6Zsx^YM6x_8KG24C4Y>U z40g8-)3NJ?Gc0G%lBTubdXv^ZU3Ww_4^@?XQ~t$ita|xVwyiywDff)7&;Ug)sA|*w zi(Au|U*Cpua4gFss)a;7vl#k5@-4~4*KlSyC ztB-4!5{8xi!mRwl6bFZBNxrx#!WM#Quw}#Sc^OIri8{gk@5PiBF|!z#hdEK zxb*(2j=7FTzAEEwsPy?{CLT0*ezLcSLcl;4hHSda6M9Wn7@(Th@il?1ztTUMUOzI-5AV{fIoMFaGOnLvqZ2?3G z=j)~fnkFk>ft|riq1tuZ*dzCag6_m47d@sMpN4=#oHg+#5L7&PbU5~0NW-RUvr3=z zD_wQx*t5mjXN#)fdf&%VHy5U7EgpSADZ2@i6?^_5@8^PnmsrkN4AJDxMJ>@uBN29q3ORlOTz@yvO zZ;DEcG#*3KxQZ(%g(X)mK}-!o=gd%wdI62NW4zemf;{E@I1w>Uzd)MpdsQ2E4w%f+ zRz=lbE z?J+dp?d3ZMed3b1V2mCV=L z)O5;}+hfdZFcMn$-a^Tq%Tw@WXE4q;($(B%2@SY7QAJGJptPq;nxo2Z9WY;mPq9jj z{pvY9S6K8H(Wax%A+s-Q32d5^*?Tv%Zt7kd#)2& zPl(|(O9FUA_ctHV_e~328*cNmA{zYi{o1(H7`Z*YCq$aBuMGGLiVu#JqOPW00m`o< z?y2WSlc#t(<<3BPpq>y(UVvhqlbeN!nPF$l1X|zvqrR;4lOj%YMQP&p5*I+}!~CO| zJ4NRD{%^;lh*hlAm^Y2IdhU#EL$#-M_H_?qygbDfjMyE~7;qi#ov6MTyC>FEJk}TP z6bay=RSdf}=KUxO6HmrqjC^jig!>)1wqPnaOp4m&(-X&BV<-=yCuAz{J65U=sZF-5 z^!jA5=(;hZc~D#~BNI>g-`$jnZvG!Mh6f;4Fz`E~(O}V~9Ds_>l>*>U`hRdR?LXL` z`X6jA_#gCSwTbMDae4yr;VOKo^&fntRSsNK z<;mw}!IP9%Fh0WPD?TzT_Lm}P_0&W=sly;aw*^kAaMYBgGx4}mEeX#2jTSh*6~s6k zv>ox4Dbxy*b&X_baAh-&aOA-Gfudrq7QQ<1j)m`UJwMSm zPZmVS+toO^wH#^gj7_MWK@!6A6igsIZ(~q!nrA<3ouoxSDj}Fi?%LJE^BkYK{f>j{ zV@wQ3ID}!f=0?fLHcSlH7PqScL1i5^@-2^W;|tDnRZMX`Jtiej*hz4Hg`V`6gvqgYelc9_$S_#NI6)Z0K{uUZ zb2r-Pen5gyvNCs?aP;ki>>rj=)<*GENGb4-FzRDp(M?;%Y_B=B=MZspN*FJHXc59s z*e;Vcj!M-mQIdV;@tc~KqchIQDYx?K1{)QXfDIi|&ZqX^_^O)-U!FKAy`aD1;Mfqh zehE)8l53hdXC|Bs{CXd%ajz(^(sS9n!X$YVUvjKeTA|lfd|}cdQ44+| zqsV<#H5y=0a`&iq)r(TozbVFpi6~FyKCjs-1|Gqmc+}HS+bcS>J%0lfLfEQ5?iUx9 zvCzg~$)nqU?}+C6RHR0>MDd7$J>Pa)W;5~coCv}Z{pA36>Tby^B4@vaM&>4tfHy7& z#c~T;IeII~4f;nNH$YU2+ENe^bV7UFd-J*y{=|Ved!oC8_we)mEpYkOcK2@KzEHo|eQ zaY2B|ULt?LSF(PwbCza_a>J8WKh`^j$`7l|kzN8R$fD3(&D1#iUH^UL6aL}%_btd$ zX*Rwi(oHh?8AdV{$A&^QM1>O=YaUQWoi+&(TDblw@%?Rob8Uiv%Cej2jQ2-Nj$PI^ zAp&*6`m>~R{c(ns95V=~JfJqQIRAr5qf6J?zrkQZbdajJEEY@6dRx=O=g;H-Nv65 zo|n}Omgh67%*|ReAy%rT4*3{k1!0V~J-vc3?4Wu`TC(j;%^ehax@YMMIKP=@`B@z1bT@YoNh|-y=dOJ zN5wY0W*nuC^IH9?d&M>Vyo7K%m-c;E@kKXb1`mFX!tIVTDgycOV`brk1CaeUCxn05 zKtw)MrwnHTPmRp%v8)hE_I|=xtj4eGK;c(Ei+H~T7VRp>Bna3^zR|5eQCNwiVSeD8 zOJ$2^cNNe&hle;!|ytg!-WH-^hZ+-F-toVImgDd@{QU7QD@I;Nq6xHg^jn?`{I}jq^v;LU+N0d_lfIUa zTyt9hRRLFm%?oE|vgV;PIWd^_&8nAeG4GC{ed`0kE4Fr#*{@s%8Zq2{{f!9+&vMeq8RWZ|tIGT6X1{&Ed{QSS)^Ll=O3uTqRBubZf znAZFdO^=+I4Eu-{*7z!1{RuWQLwsGYH8ah#Lf29AyS(SMdIt~7f!lE2H}KZ$e(aRJ z;;KoxShCt-^kZS$C9t_Q@aFhf@JLC=0>cS5?uOuxn<~PyXjbzfXH#KU*3n|#!zmTy zW?hlr2i(d5!Y4~pv`gqUQv7OAes{H2*0_!0K5G{{zAx!JNiUs5if^2qvGszn>F#cr zG*-6v3j~#MMDwa<6A?oby}q|Dre)60g0vWfbr@Fc4jygoY#%GL!a2d}C(<9$k3Fd_ za=vIky&chp9W8sI7H%aBD!UOwoTw6BqhfhA-z!6y@4HbdMJR_PZY5MxQq5Dk*Xo9P zNW_4Ho$ntCVAHC{B3NZ+&wTxNIRx4G;FB*)b{A#l&*F*nCbT@>N|9dHzXciT&`O_9 zj#YX*_9EdmQQoZQ)L)WXlP^`f^ZnHu4uu&gKB=L>#~-BB-FuSVkh{$Ig?v4my`**F zWmt`JVId=_He(L@T3V*TNnofRxH8A~kLpkDpqJ^h=IPn@$!NJV)uQZYUjWtRJ^jtv zwy=SfM|?hhw}6`>Rb_5GjYHpiD%Xa0ssdeyRxi3|Qng02s z)ov?ReEkY}0d|d^r8cU8Z)CU3O@B%_iF=QTgcshEFH_u4NGkmlN^hl3^=3#3u}mzU zB@0(*eesT5mxJxJ9ZESD$GE&YtpLtrHO17nMRWL7EGiw*&msM@`%#U2Ye{$ER=#fT zL`fA77LO%_;p9#H>P$ozL`)18Lw6(OKMFdMH%2c36Jf4+Sn9W;o=z&X#F?%n-Ff%EN-dpl>%L=BhC-B-_v3i(w8nzZ$3{Kpi;c;)eG zw1rHKEgF-|`LNAZy%ecpB@y!O6Y_U;?}yoa!?jhf+r)PkG`6pWZ8*tnkU0wa`iZP` zp4-`kDNmQ|9>OLFQJ^?S;ww}4Z5*U2E!ysBj11sUUifpi%S!b@^X&t9lwnh9TGq_N z`nFS?*Hw9?VVK`3zYHlY`^vGUuX=x{>=lP)z2R%zaIX7M+PcBM=1fZd{=M=g^Zcdz z`Bido!Cg&@`w|P6S6P+3jYL~he?;2GC>hz@$E{?`77FH1dKO(%Nq>|D1^X}b|G4!& zIKXA$_Eqp?SKQR2m5u}J(5&K@%3C$NkNidDzXnI-gN2@@mp)LAw%UYVh%2654V_)- z1q+?F_XTf$rn1&;RS(umxH=eXIbNqM0F?&YyDS_pgBYpY-Un9<1Y59xPAcfDJIb%d z;|P{7Yt*-DHi2V=G+#N7pT?c9_u`7Od@BuJvX-Pz&7w6?Bw#SGI-3<<_sY(|s!fCDvJ9WDpchC(kIBrX`1F0Lv& z(Cs37z)xM4fTT77Gx);Jp2r`*w0mc21s$(zO8yiL`M9heYn;7am=UK?WZifzR=QMS zUSn~E2fL)~eBU$)0)>G(51ApT6&!>?92;muO&E6u3d+@xtIU3YuM0&%LB6=kASYa2 zT#$oDET|hFp@^zW^@#yR5?PKxmA1YJ;WQ7+Mt{R~u`GKliI*L#Hy>E=36$aVX!dx7 z6Ba{Q2P8hReua`tx`AHbAWI;6*Me6oc0dFg=*0Ra)myrQTya6tFgR-|e1;k1O<2n- z0?^ku9HsG%DQTD}AMew`AL1LopuUC>$M?ioE9f;r8S715*o$;jY95IzjETnDK;ckx zC^cOkt}9e0fh5z96n5*5h^rMcfuv$EJd5%S2Q_gHhvq`T)(CqGhZ z1ZYhjv)1dEJd|8Xnn(oN!dv@d+gSE3YE2Y_e@F>>@@EWGO2SSIYT@LsPDF({NDAAeaVEl|m{>m@n#v zgaimmiN6anBy~j2Kq<*)@zScO4U1Zc)EL;bjm{Mxe(fNvY$WmIQgK0M{T@QmQX6VI zBaOu<4=zZtk5IQb4Q#p(E<>|zyAzVT9l$@@B{+f`aJ|XuZ0rEt-02PI3(BT)?@Q!+ zcQ@?9Ys45S3YyCVw$JK^k$|{H%KO6aAVHt8OhHx?{JBLbu*y;Xq{w!%Y zkn)TR>fdPz_qa@E&4Xu06LQPl)g8SzUXrQ;9?Qj4ix$07b&{k`P@Bsnw9El*2zTBF z6js>R52)eKFr=WV?z;*?Xo70-=CuZ!wMLrM!f09*O*rYFcGN?PwF|GQcfkAMXQpvs zPcUFkmJ^e>_Udyvq?lR{p10X%>GhB;t?I|*>-cfS2Oti?4dBTzf zJ?!O_f^Cg=f_*YXV1R!nYY&lOo^NoOTH*4|!`l;D(ILs2HuC$BQm5(=6WlQ$)6w*A z1qk%O6FOY18n%_lN!Q%6-Ka5l%Ihf`JqnmcYV~4QEwcp>Q`T9q7aSkE;F&1lZV3MJ z(9Hj%>Z=2qivG8^F=2F!R%*ZiX&i{;Na-|?l9q0yWi+FaPU%okP^3GRP+Furq$C9C z_u}{a`@Qe`-*Z0q+_UZ8?e3iCc|M<$1VM4}Z%T726B_1F>bb+s{RF~F@zfdf0axru z*HDCWT4Q{4D@_H)>cQ-Xj~-huP0Uw|*@vK}-t2>@%6&XAwTE=3#yqLLUvMry_=$(~ z^nV*LaEgcY{j`~zBfxU{_@|_2S`y7WqgtHX-1k4%6^6AX-=gI0p~xVsDDh1zaT%gF zNgZ@cRQ6uf*TW%rVn(GIF)`}lZHLy)r}(TaQJbDbBN!%}t3*yspmLB$Be18K5tnG)4*!0MTj?7H`5W;~)<&#q3W(kwreuG6EgF5jh#HxVDC*HZbPC2}0u6PCOmJ$`vuB)8 z400-?kWnMFE}7HuL0<9^MT76(3DvR~MeEJOi?H$l$;icyT@@atXUh12ApWYv^8q`- zmha6yk`&!_kYOD|+z&-R9bq$osxxQsQ)TER=*?2_y5@P4a3!gwx<+ZP9erbou~sSv zPOEd)%UfyEqKb}snRje9XRPt*8I?(>W_2ma{8xxxh+Gu<9Gw{6IH<7TkMUfhT+K_L za+tWK_kvQ_?_Ori;$R?o-7?3(gHGOV>hc$qpmH0{3k7RIYN-7yYanlLqKIfXlmHeyZ7+>0`V_?>)F?o^Y-*8$d;XEP&azQo8L7OqN8L zGwDWffz|Ke7vg6Ti{~H%onq0+o$iyL5Ad7sgdh9wxu7+|j?kT9Nn9jPeE0orhZL0~ zFFAGZYy))t7-O^$Xj&UMV+%M#5D!@6y?M6Z)${C2z(Zg*_czY}Q~Y&oPeAcA)z|8{ z2lK;!`6aJZUB9BQ#Obfog+=Udhh2E0uI_Q$PYM&A?v4EYUjBh)v@+(x)8>N4${Kna zclSAe%=JJY^+%$Dh99cS(x2Xk-svp;^#|yR+Q?m)Ec9fq$?KYb*n1`-CbG#MkXm(HK!r!mlY1uq+&g_RaOPw#6U(P4SD3zeyU9)ow*2v;&?OtcZq9IhBXz17pE_Ojs4K;E#aw;=|*t@t2KuAuWE0(3YT<0=r21nLNZ z)e!gl+V5oC;faF~WJ0t_)`nJcH*@qR6T|=0!%c?DDX^enL73Y1!%{$*WkJ(I!TcfXj6i&m9~vEhiOzk-lnOJ=AS02zKGlwZGwDIP7Yg_we{JRKlMmS zPPdt71<2iWE@9P9H#KM?8MC0IXZ}CI0}1`2`aPSo6_$d{g@H$OY}eku$bh{DNJJz0 zAQ5sXOD>DNoSfE;G7_Jt;@J`D3(i8s$5ozfRstgoV@ih`D)o;0adC9$OpEu&Nu zqf^V0UsvlO*prKC`E~EID;LSD+*KDaF4iH?QNboX$}nzH%cEpV8q(tdD6`bE#2|MH zh2JW=QK?*sK^7F}ncQ?Y zA)_;-2=a8Bx%Q+z*8<^*AGz9mUps(^`g3A}iGAv;U$}XL@BE^@VqtrP%Y9vA{uhVU z5rXM38J~Yi6aYda2f8BOUDrH6p$6T~C9!|@t%%&L)|)F{9`MViyrfjeN+=;n#bER- zj=Bia*I$B3f)pdBkGe`)cJ8=S0Me7>Nh$D0K_GcDM3xroImUVZykd|)Xo$=!XM4Lx zd}tV1du*{Qbc&gR4{QFzC~_^gg~GtK45jT#TC4%;`rYZ7g1~40_%*5AIdr+=Kn1qz z<=(Ad1f6DGGgFE6e234OAI?O53;KdB&c^ewzIqBejY6-;k5Z-i90nak1HzHz8Hw=< zM%lZkz-38n?U~XP*6TiF416n1959n`jbbmkH0>$}dm)x$nG@*#`#*%32$MGDnW7~0 zTk4zCIK)k2m0>82a)(_U*UJLG!(sO&p+TH4p3WxktQmPf>ljnU7+vEwsI3m`a0@pF zEXMCKug>r%z}1Uf4Vs}* zF5-#cqTHSyP#wkgqcRZ7t-~R}XEC))*}Pq`ubbYlT_MK zd9(*s`Gw3oRiY1kf|n%RT{ zT#aUyRbT2FJp+$wIWYFSB#pNqx=FOoWTz|R)h%5ntv*kaYb8^{emLYQla@Su+L!xt z?V-flbovr@a>1aiIlIJ$Hh}YWC~r&XCATJQhHi$kyB#^Nva=(hJ}=&PNovn}cl){b z6t-9@cjdb6ePG8`G6xiBD2@iI&O<|6a926 zKL(x{o~i(a=fR|~Qd)df_*Q*DQ7fP3B?$9gvAqA?`fl=71IlIoki6TyYO__vLVlDq zWhxs_yO3X(uLI71@bK-!RKu-qY3AFm^x35qbZE`C`${3@Q)I)+f)LCN75=bZhmf`c`L z*#;=!Da_|rM6~=Pne?UUZ}FXaOZJxUs6Ah36xl-P-g_79-m%~UKEJL&kk@kat( z)FKTCOlqs){94Wb}%*nN+ni@F(p+%3Ufu+6voioU;)V&GNROl zH5kPnCM*8(-Ac|^I|Nju%?a+qSHwz10N-U`Be5hU|(*38KGOr+_{Wnn#s{m2jTFmrM!E zRfiTPP-iP9!2ACV?wS8@a1If!$49p}fCpTEG=~VF@4D{+kCJk=B7*q94<{ry_wfW= zhWc+fAeSOOkpBls0=!cqrf>v!72w2m0rGgoj#N89rT0(2xh!YI?$%;e172o{I^9x- zB)mC#RuWaptfr}+K$pD+-}AYV#>(I_xlwFG(TTrdy>gN18}Aa}&{@>^+@q$-@VB}H zz-OI(9s+tG_}MGp@$MD4oeki}iU|&SnI-6SJ6>z>=A;3ypu}og z8vqRBn0iv2%B^@PCY(KK^(s%PNSFoqNYNaQKH~gKI5F_)0e*YnQO@>GHHxDq{kh(e zRfp0Oz_H-4Mgt7pAO+m8{|xPLMpNx&ma*T3h#5QLkH`Ynj+5^Exr%oM_auO4@FRUV z1Q2KIaZ8g4&+!{k8e`$=1Jhh{qM~%m=`qdRE{wPwnxtq}P@%=PkvG)jZ5N^_I)`*N zLxt#GhF+m=6-9|b6f%rXT}?+x4{x+WaH-MwdfoxE{7JBQX0qj=j<|0cSDAvC(4|3G z*6)SL??$L-duB)3%^~O}gTkFf^(r;{=iX2n2I@l-#|Z#%)tb?Dz@{R87d|29Fml;P?bI-gjRG5IQ@9 ze~Y9cXc)I>9WNw|Z%x)69GyD&zgk>R2rE$v?!P!!rqgYb-PXsy=aW{bs!SJU#BHib znusFb)Ty#t{ip$Ys}sqrsZE(dRi+$CWF+EabH}TEJ}y5E!LC}^Rujt{DM+AW@~&@m zz5h&tfF)9kC*gYJ{3LixKrHKMq%fC`k7y*{+Id9Pe)b+Xo<#OJ*4Rv;rXY;1}r|7Gxc&N9Rh3m($%hWYR`;YE4G@>`U<0F4AY;ySy|Vr(%Nff%6;*+W+vfaIbT| z_48iIssF_}-kCVV&bjHUfT0r^Vxy^(@Du;?+`p$%_O0tn9j8yvnFu*wftasDaTn4+ zB47;7u$#?d6T``0+%^Qr8AsCB?EAD$oD)b50;2qDkCk)^muvwKK|x~+pIDEZvj6^k}!+JudEo29hu0U;H z1?k~@0AZ?miUY#y1&ogX!+Yl^DJaXnL~v0kolMt48suD<(G$`SoDhErYO^tG3;E~5 zP0Kq2V}K+~fLex|#jfCir11WOBLN&^Fb=qK)4D=Xy{hINmO`c!a7Oz4BCtR@kSJ{< z(h;xGj=F(glcaA*T3kUE--8?HFp-(;$8F9Vldz1M(knW8xCX%1rp3oF0&ML~uX;@6EfDaP=9`rpWln9?h1Wx5xG^rSg4!P|0G4a^mY&poVI+`VF-crM*Z_WtC4`3gA08c~Fp5!S`>M=08bb$2ifV?jwH}(G6pv;or)rT!p zrx+joM?!|_$%%aKb@_ZsGh`XTuBOV`aTg9U0;1I@Wjz~6ZaU?rxLg3zfvuO+%|X; z2PT)=-`?+Ap5cIK7OX)jHx&O2^juI$FCgiYogY07`TnO`5AO$!^Th;23Ae^wa@LDq z*Zo;Oy`rUViQ%sFStzW50?t6{N17<87(1U#hN`nQKADW2YWxI6rKX|z+=0Xsik=hF zL{jcbn_Flq>2v+mR8fZ3*F^jUG0hGSeHlsypeMzE6!-TTSgZTtitL_9?lXC5(1Msm zD%8Y>6u$e}Df+RruYT{z>Hw37=_mn)tx?t>(ERF_0%$?D1$7st+l#{A!~&I&uz{Z>lkh%C+p!6fdn%Md(LJ;=RL-)Ha?)Yki00n1u2{bu)Ucnz9`W-yaQOVn zy4_0Hm<6dQe>2h6m{Nb(_&b5x+VV2QBpvo!rxYnwhk}mESHi%%INKuLvI~;QWtZNI z&9sva2hZn2$F44LAw@1OOeU>g?}eD=^yVK%c#eKb|IBrbkO7Lwt{~f-81|yAW zon~^OLT(T1PJ8(^F%$LT0%FKU?-!zO;7&EnOFXoglHZM38Ztx?HW?B&%W*9nq{MLQB(j`4s6?wX72P`%9cqX1cb*J5Xu@6V zk0EHTY-0KNxJ2S`Q$G2L-U3RqrFo1F@#?K3>G>P9A&P>Iex#w2tp@QfkI8TanC3CtlV z+HSh%NcGT87rNP_{tD7MV`%A$IEBkcDa(N%|C=zqt+Kc?WB7DPX3UnPHR9RK2k>h_jh8TcId8+@rxsb)QC0v@3U=li z9YhR^&V8YY3}$cbH=2o@g;w&Z(lY!Pk0DP*XBreu&`2`VD?b9Iux~OkWo`q*wi0rw}E5 zTp;m2(36|5i7HW}gBt7=R~`CPXGDbZ)Hz)v-;14n2b@4UPi59Aa;KVjUuQ~gCaixt z%!?ZdhPemX#ahYZqoZrv$>1hdq<2f8L~y ze#k5+B`*2N6{|-3CFG$+$EM(-Jd((wgH1JcFtf zo=#Sgy&Rz?Dv7iQ{*rQv5%8MckV%HRp_vD$b` zedQyJw4(;H`4eFO6IEsFIF2A=n4?J-e~uupc^G27-|}VVlmc5RiC_zN+E$I)8t!-Y zY7uOmFCoYCg1rZbadDiLJ^x`ky{VICR`l^44MQMcofiiyurmHeG|4~En^TA&1=uDf z7c9>Wo|{PIaR~nsRBVoad`shFH3Nb$BaCH|T$nW7H;Tvl%)>-(r0YrA9Ry)u?XagrD|6{|ncc{uh3vOb4`UoCN$%p6#yP#0NI`UA7si zvmE}@=Ykx(9gkST;#l z9%27#{;7jvdX?jet_8`?dGTj%U=Jq53)@@5z2Z@N3l9VXGs~#P?(8v-KwI+5xB(xB zL8wE_RGsye?wYxzx_>LqiDZxhOp9)HjEo2ltdTflT$N!*Mt^TC!DEWwc{%=EN&%MO z{s-2$kJg6C?BOyLkfnT8xk|Mg*J+HcHLMtGLIznWSbv{*)-vHWe?V^Bry!Ts#j@Yq zm{>LAYi9E_MHG4EbzdmOSCeO_k0SGT>^gJs>Kt6P@naXY#HX3t?2Sgr4r)rv z8`;AnNTCHD<^56j{7UE{eEGzN+Q?@9M30Qyp5w`g#Yt;<R&Mp!gl#*XL9l=mZyas4myhnC}(sRn9~Qc ziUV=gM_RIJps_XxX7h)yfe8~XRdE&T6@Jp-6LF0JQ!Tym(SNY-=x28;=HpM>UhIP? z{ORu*{{wwn0cfCx%>0xVS;)mG_j$fh?fV~fQs`?10}Hvsz{<@)bcc16y|omXHS8sapx=jH4FMS_?prDn$_T#gNXAr>r<=vSYJ zHNny~a)V`CYpU?+a_>T{2VT?yH%iA|6L~*|TU?a3SeCV$1Pm)`xn=UGUmKkR(2vOg}N2BmE8Xh~9WaGz@daBDk&cYa>H$EAL`RG1xcLUCLq zvC}2+T^0_pD5QMgk_L+;8+s;60XcNkh-SE8&i&+U1B>+(#{E-da;l5<=bGMD#s8(+ zepW(puJh6thWnVw6#VG1Eo|Udfz0?ry+7LD54C=sN3QsPSEBshE%o_s0=)LClFSS6 zGrCOOoNqztKVgxa<|T&7$F8rQrjyzU0L-K@pxyUBdTV{~HyCpq_yr4)_xj!=t<0`w znJ^`ek;c!$*?PqqS%vV;*{KYG1soLN9FMd#83*KqvI&{8C*?TrsDZbh6;ajXGAso! zO#OQ+0Gl@)O#MJmP2)~AZZ%v%!`_WpiDM}(*A~z@vPG3Sma=kfW8kA>*hF^($=9+8 zQ9(e2aD0(P`AB!U>u4$c!KP!EvZS!EhT6SXL+lTgYkVWJ47d?Ta+@c+@~U(2jZT|u5#6fzZfj$S z?T^kQipq|(ThMVWCv0#%{jWIjehBJ=E5f{QG(pJto^xh3?`V-ycuGP9KE z@fj3tu~~obzS24w&9;euzSCRordKazoh_rn^IFLun}K~k2H=lLD!@V`ZhIMouXUo(=r;E4uj(c9Mg;CoZy}(D)irm}{&#uVw#gH_p=w+&c7_+Xe{nXWJY|P9+6KM!r|?Y~d)YwM@M7q~c(C9r-nZVj zteLE%Y01}Ya#=d9uO7dMI$s!%H`Tj!b=#Vo(S<6ko&dE<&G6-yVE}Ku)E%XaJ?yTu zM~w6Y2NT(lySn>znJQ}!ps%qwa|~HEp%VUvK0OL&eE@^(hOA#Ddo5D=lLo#aY=X-h z-}giMX0(5y;UvfvGeA5&0|85o%>6S9-#1< zt3ouiJZ!qWKG&0PjAIO{ddcp0ph(%8Z#%Odxv{D?X+<+J5A}mRWl59i25WJI={bD% zkI0yYEFEw8h%H!c=TQ`#dgU6gcXjMDA_R-Q5z3W$3|etTEHF42%Z_@!!E&%9a38X1 zH5Zw0cE^-aiK3#3oR2){)CZ=cS`C*q@7WU4#IbpTYTp>5T&^F;M!Uuwn^`w`F#tab z;R51^;fhh~Y3m7H^fj;DtHVrypBa zT@u8LbSlpC#gKnLcmnDb&wXf+Dq?_k%BgEjb!os6tM;%d*!(kr^%g%S>Gd@!dzo5H zT8=L;V}2g_t26xCOC)W? zRMXYadPb?G%@HhAzAN5~5*FRbmRn)rnb@0HBQRX`XYz(^4e4i9xfa#qDBT_W~O6RNIW1&|mlsNU65@xlgAk`^ov88t`%;Iz76+>>ort+jFVV3PQrjnKeJSM0nvq z3Bc@$hfkVIE2q9Yd@Lb}@gGclR4?|Ny@>&n_ZD_X@~5tD$aEA9?v#MS!p7Ge{U&FA zcsmkWiY@L5_4O$MaX1e5Tid>MCU&C%^1#O|R4rtkDsR0^(ez2@jlo~H%$D2cesjd9 z51h!jcP_df@#u8K3-I0JsZD`Pl~aphp6Mkw>2hJJQ8c@#o2090Ypmf$%%iq%SIYba zMP(f}EhH|xMo@j$V~TWVFK!G!>wks@>``}xd}xN9lfzF-Mt##v#826tX>>l$0VM%0 zPO5?jmhXt~rh1boC+E`{I`Qh%4Ja)lABXfjY!((VG%leyKGO8L?chRvh+>M!w4f8? z|2$dvu}P8L{aa2oWQoU0Grhn`q{z9Jnv-a2%Q|D$9n>W_@BzAbn%zN!s)l4%Gp;T) z@b|`DgTGwkI6KBjg3uHoy&y6$5gbhhs*e2u(gGjf1_gsm7WYPR4Nq2o@Pn9fEF!6CdH;?8sWDD=;V6Zs!rE2>)g>@| zs)B6L)UP<1ULfAs996;}4yN;jAkmd=JdlJ2t1t*)66HgleHtqLErf+N2L^!JKCz+h z7Wxg|26cs`@#Du3@F(Ka2(lp6WD7a~I=8&i2y8TYm0q zF~7tvcCOb#SkBVoSSxM2{7N-MhwWP?kZ8XmJk*kcJVgj#f}e?GaPlNZRK5l{uh^&D z#296Hy)OXM^&;vsFbtyH?gES{=q|=>W6f6}g}d7HW^}yLVMBtJz&>gA_-)+uf9Ly; zOgy)zszGrq9XrDy5DbErYeoSdL;wa-PZ|O7kb-LDu0Xlzbo4-mnJ5%f{#6*{0GWhh zE^>uImJmHChR9kNaA2na5u`B46k-iQAG^|H7QwmGUWt2~DWJl7{7sQL3*Wbbraqa@ z&#Upj*2L zT1k5SWtly`xiQ<%W!%OE?KZF8C`ITm2~*o2o_EQNk$ySiyFORa}=K{t-0 z|Ag=!Kl2YDs(<@(>HPQ4-)AkQ$HX8rgdg+n7|2VWGE;NIkT$JDReX=` zMwN120V^RjT*|&fc%T)t3qe`5>vWthcs8}beuqWjzX5r@st$AQW;1TH;j5NEK0G0NgG~V3lS~YdU4AcZksVw!JOMP&I~f>d$T3s zy!#X=gt34eyRpI-;@OTelBExw;fWg8II|548>jgNFnzRu#{4v>uHBU;o&3}M(9rz) zyhwX-)p7`@q*}prQV&%ta@ZRvHH{8!GZ&txx#=F&qN!Ww?72DwS9q}#M=!ly&f|jH zA=%|jPumES{ElLXw}rhS&P}bLbK|GvpsI7POpt&{)Z$2+F~B11hE{Iep$HlIwpjU% zrH7k_B%IJ*^|AoHjqT$GZxa+YlijPYd9+G3%8id&Nj?B(W0L%k#W zt4Y;?#)nSA_7$)NOWUi&UiRM~?~h$XtY!yZA^{STJ3WJ`s_9`$ zp-!CpU6SLp8P)t8LNKdK>Kv&$v_`?k3w}N9Hv07vlSreAmaOz*O;HNlnT=3ycJd-p zVe1re>e4i4hxlsbFe)*uC104nmj`yC-ZkBoz2iE1r0BaVR?p;mc*%DmI)za2V^8&D zedVqlNB#Wk>TE=)mA`d5-K6^s9Z62;za)^%_^;7KK3q(E?`NP9M;vJ29OgeIkZ@=6 zCD5xvs3<=}IiMqnAhV?sx%r{#s6au8r}kU&FCR|#OM7#M`Ea6hZt?53UEoRy^iNZd z{~$JFXBs)HsZF2a$xfZ|Bj3_OZ9m;`E;-GMCE?x|%4E}wL7M--=U=U; zxv3M#n-jWllQvznmy(s{*mNI-*@y%zBzswdyI#2ZJVktqd$XZVq3ee%`RN__6ycND zMfv8djWO1XDeu0r$sTYE4y8J#LCwl$*hgu*4rn92BNZxN&9gLObRE=Uw9qy0nPZIb zExX}27>hcltb5^}tY+LZ5?(C4`{`L$&G&?h_|9mG8*oiU7~AOWo8UkSo@t8Va(0A* zW0kxZ(V<4yZG6HeGpsx9G#d^SbAN4>7xOg@U}L`4?lPV|WH zXcuQ?N#R>4g39Mnv|3XweCZa6Ir@1@Y=G zr^H(*Y9}wK^o`m|94(W(0Rw~^yH=>qS*&VIj{rd>!Zs*rerU0z?U4MvoApTFJCvZ^ z-mC55&%&iX?#HmTm+~@F!~GKPby&Qn$)o%@($k+`@<;gvfOF|t?z!2EdqWol)eS?}JIQm`Efw`3l+B-v@PMb~|5bSRY>Y>z}v0L%mV9T0_7cN5#mouoyzO2(>!( zJ$W{SJKq3{(Bg3f%r1*VpQd=q<)iwEA{*l9Usz=4c0$DKh>f#U;cxy=mnEvsdCf2S z>DOD{3FJ)vNg}`g*zxx|0M{+-OGy7T4%0*C7r?MhlD}PWfhu+XLgD{H1CqaOt{iVd zjnPuEt%GFg&ORS6mM^A>67WkrZ@;>O$z-wZ*qjYxdhx+3GQ-)YcCmN3Bt0LQHRtfx z<=Cc}mM4o5{wm8q!?yOTUw6o2f z|3IZbHsI&}xF^H&nC{u1r~KkAXYZHaRn>_bSackxkvT2*EbZEV-uz}R+Z1zK_1z~0 zBu^avzKA3J`6Qr9z~?LH-`Z@ON2zU)yefS5H28a<)%FLbV7EOh4TiSNQuG~n9VA2_ zr@WxAOkGyPleqMnin~lF+k*lLvBh+oz0I29v1qRTJA)Tp_C4^gwJj_9sR4`(JqjD+ zI>>u)N#;wMshIn=0=af1w=HQ;ANaN=BW;wlYX5^b^le{w&fT_}MyW1nz7T4byK1xI zK6(2e{>-@rY{MotGIeBR?u%(l0u8t=xUTyCLFL?+Odkv>eqxcjoNfYpw_dlqnHW}2OtkDi-EVOKn7 z<62cQru}c&(a$P{X?}3-X|~m^l0sHGD<04&`UF6XVMp>)cNsF+f6xj5J4%g3+VPtN zHOIwBa(IvV{1+Pm*mlbyCs@6ajK7<8#MCQgq?DlYkUdV{wz-^rV~qyF8EUF2vg^4r zu>a4Rq}Jm3cz|T_-&eQu#oA*lADwH?35SedX07B;oo{`|W1s&7CRX8l+tPaFr*nV@ z%Vf?~frr2G6D<3S6QV$-RbuqxdEDJAP+$*P-k@j9{*O)nM)l=Cek`9wr~X6%x~pO;?Su_q1;ErMIJtJd3`e_rK6FIf{O27z<14 zPuhNTm3~BH{W<)3X(8$BYyx!RRWPfpC=z-X+?^9m52OtEeh8ECWK;aijWTW;;0C~oB_P{TgDKmQ99oUtKn$R+ir*;S8-)2z5w$6@sF?#KN@B?y80y>{fm|7wS5fMcRPC(o8c%@)5l;CfxZ-I(eKyrc-`GQ`#%Fb86sdse?yLa?) zs_w5w)wSdKt6e^*hM9Tx(YOTr!e;Vl~#-S5@B;dZnNBGS0%3qa1%D>N2H|`bO4X6 zM3*0k{#;CS0&qo^5hRfD4569cMyfjc#ABIve%5RH^^A!kvhVyh9$T2b#Je0+VZbi2 zdoIPx-wr`9ckU!3%xv*y$KPHTEwb={xVmIuD5;rZS&2fjVWoWi9g2-4N%23bJY{ zYbsQQsCsh~9!svmQ1ue(&jF%2`X%dUVdJc6F_JV3eZ3t0u}0Uc4#wuaR18#{o@i{? zdf!NQr{PdipG~{ed-Wo8Pka8!?OeJSNb?_kqfl|l^;ZFu!z-A(iTo}hIXSMac$nhyN2$?9+;O0(8E9c5X+$?X6%dJ4w-RAt-1=7TQ*PD7$?C%;R6X^!1hC9zUg-cLoW1NTmHfT_H< zj*HlFxdfk#&qH#DzA_}8_!CBO2p$N)Y^ORuoxL(mUP~!1XH%a)o{Hwsd|k3}f5fa& zC3Am8c?!nSUo%-TGWsr9-aq5W-=*WAWxxTwMD$|1X7cSw&M;03<%=O?S_W#WQ!MhY zR+h|lJ3xNy#bCZy(;bmUEIFq;g(#oVhMyk~b(v-gb}1iFRs{H13wDW^MP5|KAU`e*9@#Cj=l%V@tP653xI2M>DZ&Xl zV2v_TV)zz4{tBxS%jc-6Hs@)5l zEF=*q82--7eSWUfbl#Xgl6ekDTl5fJ29v|dDf!5vukw=ho~@*jg+gN5pC>=QwxX?4 zDlyA%2HrQSGeUs?e^#SGSYyDZm~w+h>u;fOvgnN)e7N#ctHFvqf2panfuR|o*76z{bXkUuJtED(rdygrNE~0(Yj%)Wjt_&j2$dC)Ff}b zgA`Ee)@zdgT<%<$GQ~f!g61pa(`oSNyqz?hHJesRTLiquWA5|{!SWw6U5!x2!9Ny8 zj@toW`fHWWlyAoQl1oBAK!@DnSD{o>^lFDF;Ks&OAH?-K4xWFVL4}d`kDb>$SiW+~ z{WrYhSf6TjjBo)~Sta@U7HYt5z*n^iagJt}Q zZ>=O;LvSQTfiZ{VvWzDgOwu#8_}uLZ_dIO-I6(7ZZC@JnCjj)`U^MQ_G|36!J;Hr| z-}85SP8U+&g#WhG8(m-RF=0q2*yb}!_TqehWYU0s*Jn&l&5fLtRb39QyUbA>f7aYN z?7fg6nQAXSF7khs`R4gw?>d~C<5SC5ua?#W1LBUo-S(EJd8$$`N2KQ0)?JQSMLtUZ zV2quXI=(;Oo9;Q;bG02W>DV|q@5jV3m-lthZE>;gkHV`%e+#MVI{cV3zQof?ZNcFM zB#ji%Ua8gs>P4Fh*f^I;t@I_l2*5btaCyO!!VU zH5Jkm(7Ph-S}zNa8vDD~wAAX>dzIO9fi3#6_xE~c__~-Yz%28?^6IK-vIg^^SmMYu$kT%i#Hvyhi?pvFCnF8v&!D zpAPdS&$>@&UcCvk#?C*VJK=csre`$*sA_VOaP7qt{MSG3I{xZDDU_^rZ=Xq|&@ls+ z+ko=A2)``NRD?uacuHJ#z8q7(2bRAQXS_CLT0!DCCtTO`2GIWfxzY+0@Oaf7aJ_Xh znVF^YrFKK9Ub&_tmHdL5+XQc}>C2#cKUu3d1e6N{3A5M&wK(FTn5pk5Q0El%(et_V zM`qXl-lw-gnIJ8hEq=@u(ZZ}C6ch#0B7Sq@wnl<;U8#uMjzL4#29c2Cf&x=t850mN zgsTiaz|cd%ZE6ERnc*sd-C%}C?_B-oanB=iog6+1kjx$3$XY{5;dme;i|(@QefsYVBsg%_{4EbgH~jc0$f)V}@!%axC zFga)@R263di$Hb;x>T)?$RrXi%LR0|m6z*@rA<$V%J&A>ZH%Pk4qTg%fwUAwPi#OnH~PN~*w)7Bfr+43E|15zi-QS} zT(`6x=(=NKqq6yht9kifJP=Pi^`>(gC?ak+&%(}K56Q%|WRBweNzX9hQoC5}5TVLU zt-ZCFPdXh>OE)W1Q%u}H8a75SkK=~x>pzcwjSH#(A&G(Ts1Z=0k5+hoO6~!W67L>u zdbl3ces!hMgojqh#93Z@VGSCHl*!EE#;k@YJ z{OkOIjnfm1BhCOrR>~7*KF?c~w(t+E!?Qk_kD4~bI<~uqWy2QPod}mF9_;gp#;K*9 z$hk9-X94tPKghQ+Rx#An7*~CrY%n`cG4xo_unymp)NuJ++kZZs2QEqWu`**E;=W>;;<%Rl^7@qQ;GK`254ZHi7^OJTgZ<{#g_u9PvmLONd7v*sv>K&;LjiGgFZy!-rDSW!Z$wZ)7Tm?wAU;2 z?SI2sIos(j5ErWiar1_)3fFqw_>*lj_OowGG@WtxYz z{D!4K;zTa;@u8i(^<3zfmM9I_D=EZ9`qtKiRrNzbz>R+Vgmgr;UXjm3H4I2w1b6VK~9_>hoZA6g6h<6N@l+NQp6&P1T15J?Y~s8{3|*8 zdp!Q3T;;%W-G=ChMpM`FFZ2{X!PiY=+2Z{!Kn}vfRjKGDw&k)*>wXvyF#v8;< zkwFdqZeA87IH-_&o{*ziG;Ef3!g|a7tBjCJVK<6=XjL9qwb%?dWo=x_&xL9ucryfz z${$|;j8q!%=&GPyds29wVC?Ln9A#o0cjSfG>#&ZY8k|m8YOu(lVW0pVx)!$G^RAh5(hWsdvCTr+x!&N_&bQZKEbOh6wF&)7ge5 zzgh3>G^yL5wblO*QEwd(<@3FP5(_N7ba!_x9q!Vdf^;g@a}l4gplqM71xs5me}QyH`Q~ZCa#%T} zE4fJ~Gt~XZ#il^X>}zl9RoT=LP5kjbjN8WmkHcCL zbg*Sq-Pu`apXdciV@9zcj+=3yHOQ#WsIua4z4M=QC6)<#OcS!i(6(*tk~f!%T*sk= zUaIx2oYGmi+0sxKcV^Tv@BLuM{rrsgI*qv?9-BZKwb13R=3#v$+R%r=mVy&={{`Iy z^vGXa0sfd0NBr^Dwm`g1==L$jJ7Vj&=On9uW0?Px+urx2R1)9stsKS~5i9SYiXlaT zF(Z0F!%fs>z=6wsz<1mzt~&DxDX}Fh+ME?u zAag2CquDNQA9UULOak0Z2!!Fz`8Jcf1MH4p8PStn9%T zwPPk@1OP|p)A0W{{@1K>kQfNPlmj3&gNQioSk8R}(3O!)_o-sDbP5m^Ow-~7h*I%d z52#$K>agLr1Jb@(~P{s;B=YGm$KF*$FCGAF+$nSJ!@_lM0Rk-JvIx!;PN+{tqOlT|7c4!Y!k z9;Y&bqE^b=yDXx1fs2T=Lsl6fVgs`5C%f<&huW4=7Q+&YGR7qp-Q_}hR+^9Rw6MYL zB*IT~9cm$Ck)amoY~s?{c%Rnrp<1ozE?y>Q@_Xh#TajVdcwTczN(kylI|IiCtwbD8;eDzCDJvSF&U?jK7djHTYJu+KSQY+OI}P`% znd1Jb7-4%mwvJlhiGIzgP34Q7n| z^oz9;!>_$2kC>?ecG}+^N);bp*Ke@FVxpKp>Z6|td4Jx${D~Q^1WrvWqI>-P7U#!D z4)*zIjSu;cRW0|BAW*2!V_vrW54`$x_M&21^UmrJ2&bcPnX|lo`mTe!7(ZCL)9>1g0N} zw(J!@Ws?&JkPS_y&L7cV(Vag8`;NpIz37~2KoNtn0SmG)|94IZ*9L8vebfw!#9sQ= z#)SH(RTN2!!%iW9_E(?sChj3$H2!-QHRCxd6ePNx8(vr{s{O%=s?JoB^!-X|y5o$P z45{ZzB%l?ukKAe>p^?k^rAc&|)eS~xjO6&3K1>JdwNxhiQey_q8Ht{AP|B}SKm;2K zrV#>QjANqIBc7bSKP_VqX)r}Y6=p2o@qj`x$hh!=>ynX}N}WeKJgC3AH&%(|Cp-Un&n zNz5JMHcK6KkI)O)=x)V~+?7Sv7aBS0o5V%GsFKgQ5xU>g(y=|Ldlse--p%|K`J$R> zx+jf{;q}AZC2@b>6T`bwC|=?7MK{x5)fG9-^HvTwJlj}T>}@yqTkU5lYU8~7=NsUH z4e(M%mRkA1p*!ZhW9E}51qK^tlb=YZ*`mD7)bJUB*Li=Kra1bp42$@A;A@QUM!W+0 zs|MO{W%EU~vanoaHQU9f(L(X?>mO?&Cu^U8LJRcW)o_hy+=HqORgDUZM1dC>Bdv7> z1_{1EKZt_S7$btlpf=zFYjCDvkFvAVM~FlZgu9BDNZ(m3p-}^AWcYJ-q){jAqXyE! zqy+VP*5hteoc41nSr$-Ky;Df$rtW{V#>v-ff(~=nXg><<3>aDBv>q{`yq6vum z6U*s6^ZkPs7E?Q;n#&q#mnMqQXV_pUYnaS4TXTe%Ek;r>RGMA4R|E3v|4(i@6n0UG zIn0uu(qQ8h$cFIGEt4UlrY!^^C$I2{XPL+wr$4pQ%x ze}3B%WBmpvCdoO?ni!BMZ)Gp5 zSs51^pVVm4Su|WRe=~XvP!lYHS1W!5T57&3e$wMU`ss{EUVlC$^X$MWm3NIBtZ5WA zXB72{gu#xpOp^_z3j`77c*w-lvgjJ+5Y1K;B(p-c0%1U61N*oH!=RRu?bv%b6tgW!^xl)^Si zY4T4_ASe`uL-OHm)Ej_bMYt6wY~x*w;7|?8R+r?Db}Dro{9YHA$X~k5Nj9rGf9Z5* zzMe@5R`hRYP%}T=L4(+=AfMjt1Z@dk_l({Vc2gd zRgBuC{LPBZp{J{uPQm2Hp?1ZZg}u4#*LHmTD|o*g15bd|6v{W$0a<93`-^Hz)s*c|kn6BZo3e2FoW6US)AeKJ-3vI$r&(3G#&=!&Mw>>L_cEQH0fzne^*(@7vH&Wl}6ZfchpTkn+HTeJ~_W?C=4J z(=J=O0O~BP&dNLC0vQq9=kz~>hg2>?Gr#*nLBKJhq@Yn_P0LaA%mZ_FjN16PWEAC4 zq%vER`@{9fED)_x2aP>dcz8yMP5DE~@6ut#Sv)7&^IXp;&Zy|5a(So%v>;F@eN^K< zOg+ZENSV}0L#q)A0vsiQk*qB-BQee%nCYW{$0KfO!+?LbI@k6Pp@BBxWS=J0ALLfSF^Kts)#pFpwUL$t2a|HQW(gun-QSMArEF0+Q&IpLbk0mM-2XRu-Z(+#9 zm7H%%bRgAPaom-47(W`0oV)&u>W>_IA=_NE=M4mB!X)tOs-)%P=nEb)653G#7jLU& z_yLasGh5}teBrPqC|zyIaBZpKq8;pES-gXLO)d$b=88^a7zol8aetS0)r-jBC0w{H zx={3dFe8xpi1r^1mf;8GiCq>XGcAR!kBbShGw-ev3lL;pQ-iwWjl_DeZ&Nc3%LgSE zL&KfQXANJ9pW1DFCjZEi_Sl>mVa16-8t?Nchm(9!DLM#m7ap*f7VDaX%>cWT%pv2IFNyIc>zTI`X)>f zw~2|6cINmyrz!W8oicu6t%-H`1aL+aRvMPW7%86mx@w+VZ2+WHCWAYgZH})m1y6|q zVA9UC*J4{)?2ysPmN9B>xeGAxsyc|(E9@)*JxUm})~SRs3UjM#P_)o_%=aobv7h8T ziGe=_xGYbD&;tQF9!8ejCzykmBe*q#zj;qZ??XdTyqu=yg$);im%tM^4SZ}08|?Si zG3!#ddat&GFwW8C2iCyl^V}bWh)i+C8sj~*&uy}AsNiu4->hfgkTdT--E1y!r^beS zq{dq>Ckkc9BRdbQ^odNTynM^xoI4y4yD86%Xv+w|KrzT#b9H}y?YR8qs?p;h6Q!y% z`PzQ*_u}Mp<{B#;!KJ{Txu9_2#`j&_Jy134e^!G3!y;F4iWc&i`e-0ieL z(Ueaf^#T?Y*Ia$N*VCJ9svCcw&)Ulp>pQr@8L0%Bh6|=qjce0ahlSWa(og6zndoE{ zZy*lxF?v!LfL87Miv0~HBK(~{Rl4q{QX}NEX*c@Uv-IBm zqbPfYfYf+Lo5^DWF;|T-bFXY~&$?>rJvJr7X6<#@Rx8Da%3SgqL&?;3w?Td$&Ox=S zU;HQLB7E^0foxMA$92Z!1KM;M7|@_QO8>g<_|FTyVOx+Q0eX@}Zrk6d9lLYN=T8>D zF`>lgJu(>RVv2q-`y`zMWpE8aW z;U|l%7H{UyTbZ|EL9P=?eUxr)KWq1aI_;9i-wjrx94-v3uPB72$O}ksd`PCB^c@JJ zvVI=3A{#>8sqFQ(T6-}Bd)>EYSB%K-7v|N0*PuS@SX>fU$j-+dKFkTohMYglsc zycD_m$TCG*T=U3J2S!}jH!21t(_RGaP=LeQOPejprZKssqRjGfSH#gfI24f-WUIbf z32US-5|t*}Zi@l}-dfemkXy)q+F7(V_G^}fT}EXWWmJk+bA&0tjr=CI=?vjuy~4Ne zr3AH%|AmGAbtxMBsfVDQT$ob9^Bshxy$!t$BLt4t+lboV+qA~Xr|O_QyWqtQzx`JD zYv>{h&FQ>@L}Y^Md3!2<8xERLSE{qMI&EGDrGEblF8f^14O@%_ee}?}JZ4KWdQtR{ z$g(`!4$g1UkI|S_;|9b(agz0^EzxpWdz^=2R|#4sw2EtXuWg|x9a*-=I=dzYbQHy5 zI|?3+t+TRJ2105Y6{bM~45$|!IB9Zhe!KQU_6eA>Hm^Y5iAz}tJ+T5rN5N5{e_8!@ z6+X`;Q`u}{Vq7FFk#>r!$~pcFR}&YsWaw#;nmO(TC+bS@I(p^%J>stoUXI4hNi*LG zBTUYgy8p(uHdW{}|Ky4NqYaHF;*p<;zs4x4JrvCM{zf>QeZq!IplQkptn}5fY|2_7 zJAXTgY?;*)VlSiVZIQa$$~@=i@Q{hMkGLi_C-&&tp{tn8T8e&w8bam7@xi1(=)@Ra zTfyPB!#LDzC1ZDih1UTyBz~{S4Xmu<-oT`EZ)dPKL!wn6ebQTU$7>1>09UCpod=#=If0M~FNJ5G|0ok+9o`7;b+$jBr6C#H!taAC58h$QZp zX9#j*evi!5ozf;Tf#^zy4oj*xfGjQ$O)1Q{sK)i%=}0G`#MvzQM|nmeRH7=1+flkc zNB3fO=?!IR{%%Do26Ji->be=S%U_?qWve$;Y2Zv!+UePzlTQCEy;j{p?a3rUf3*ci zLP^;PuXk5f8(u`Zdd1rObj3K6KCy7occx-3o#Kyo9jr+7Kq>aZt;p5s6k)%H|$?DU2D+nL_H^6+dlx$ib!hi5Y$ZH3+OMAYwUo3>kD zDNk3F6C<2+W+!=YeuKRiDw@jPcF6uBY84DlO~MnX@^L+lSR_97(RPq6ePjFR1A-yvykW^!CG7aXxC-mK@xs35RZS`^5e0!X>2p z(r2@uR*#yQDl@yTDhXj}Vsi|DuRmb+# z$+bscC@tL_o%D0bJHNWtHRYbtp#Q|FF$w)Y1X8;L&NcK5>noc4de9S>(*P)vG z6eJUGZqKku%Q6C{Zu^;*X#4pHDe>|n;Yxd~m?ay5C`PpV3w2dtwg7WC)4%Lu;@13B z=z-j{D2fP<+3qE_}HaVYrYX#>39 z^kP=4u-w7qHo#ud-pKA<=DTmn+STwaOYb?Y0-@G6*C=+rX}7wCcV3o!sj%F?%~CNh zg%2EBdIFu*r4#K8i zo;zP8L1~QZBT1E}e#h?+aa+f#5%U~2TfMdm2k@YsPwN8 zXpmb@iF5kk>yjNwP!i+nGpBs^w014-WJ+T4e6!zvDC;(ppW3|viYy3}#NKhtL!K`Ofyo7N6}P!}wbs0E`c znjAWhmQcx3_G~dj$w1wdx&}RZM4Hk=@3iYhuBrBsk|u}BC)?_7BPktD=`!{AZ(}|^ z66(T6Q-*-)pC!xWsX?~A;RG0PHSb#HWL%7{Prb0|5=-7#_i$t$UGp|`Oe?{esGf3a zYTB@KnfabG->xndW**BZ!B+D8@e2C*Yj{MWSaVjW5LdxNG@w`KOD9?MCtVQzXS!vH zVurv<1j(dw>yK~~hQDN#Bq2Y>Ovq-|&M2}ck+(Anif*O#@}R<4*F1VX8SvOF#thH; z=4H3D&$Ci%$9UK7udu$O3w#V!A_NpX9u+ECD%44`@^RkJ6T~TQ13BYITJMcow7#U) z?;zI^v5dbuU|ottd!_7hbkGT=-CC9^=QCm(_P_e;X}pCBE_HtCrSSIIpGipatC+B^ zrePH>xa;w6xa2hsSOs#x9V?Ks8kGtP`-oa#=BL8AmP=L|Huw?v7e0N3-p>qHPY!g3 ztVHNbi5%l&q&qn4q&x!WD?A)YIZv||e*TI;I)61H3*?!ved@e(Aj6Y?yqfVbLN&QH zK~oV{49BNm|L*XfP}rUqQPIq&^Nm$$+hqS;g&nmAZl()?{EW&xrAWKDKCcMWuZ6w# z*}qa08Z);`|Fdk3AmB6dV93PeniqUVOc7~;TT!yO-rO$;g`AuTGQM12ipZ-=E0^uz z({CY*I?Z0T2b&3kR$it6BCSrRr*T;48zJyWM%{V&tqDbSKCbz%!n&FNWHVgz--UHe zJL7G&2%)PAU-{+zwy2N$MEyg*+-E)(x#=Jn=Ayj781Jv>dj+oU(9m1nG&gZQ|J&Mn z`S4i_M;88GHEbn@aKd4Jg+Esn-@kaxgJY#>?o-=Tb{j+|w~#zWQ2iz@#%xW*iXcIF z+Rl_U+D|04p*+#vgCybye?}q4E_rovAnIF?));U6`}n{(v#2NjyyaC51XL{iBBMl- zqt+mFhHKJ{BmXQRWEE#n|3IU1G`*k_B^*i2G9~tcgq;O>I!y{(W07$=+;7J#oa-mU za?;4NJ9L%9KCxB&)(YlM1X>9$#_a4RQJw^j=s;GvT=>Re>rkQxErL4eQVWXEW^SOHq(ce0q33!XBdKW$1sZ~0QSq{aJ{!6SPty;Kn$h53m z8ufA27#xyHnyjAatk~yFZUadr1LVz(7>z2D^#Kwk)k`R)JdF`zJJT_8(~&qs(O)h} zjc)D|bMtr1Q5a(#@f+3SnIJ~7mwnc~4P~Jof1Ku}*2-WcbQF10*~$GP_{sPaX?-;kXrL|)GX&Y$goOWHewtUL(x z1ae}M%N9 z>97w=Y86T+l!8?@8b3^qqdvO^vOM!MGe(Z%1moTGl8BXF;E2(dXdhk@!`y#r!R@!x z_QO8%yDWNf<7d3hOCmWx*s3=q4wRgXhcoI^kRD!z_=YU+%a#c@0w}-tZ^UT|di=KHoNg+(UwW37AmKd?F>}j9+{NM)TuD>_hCEOt3W3gLYnL$o`=#1lP8UJaNEL~ zCIYE-+!b`burv|0GUae*=hd4=*Q5Hbw@C*@#jL>dlaa^6K-}Zmp`Tb<2K7>iWd$K_ zaeZ=%i5ZSyEI*=cVtfy`out46G}KU?6WB?zcS+qaM^q@MzvYpab4OdDnlIc%1k)dIgwP^!|tZK=ABGabg7rCEZX!`U|+K?SCJEG6ysAmUZ3Sw!DC@V1$ z%i_EpF+{wHP8MfOLRd9zmD3kX(&!)FED#;e*`0Z(3vV;gI1Vy1Zx{Z+4)#3d^f-2D z@$~L&x<@k>G|Bb?1_E;@7BpFw*#DE4OWH)~2hFt-S*!5F@MfjrTe5*&zpWu*Z0U9O zRG{vrX+3_tG9EwKzOLe@LaPO0`7z?tXiiIWnEbJcYGF@H%wytSAkP1G)`3_#tcwlI~#re)(%kmQe`CwUoL$YehegJAZ zgZ4uWc3fxPS zGLoI5N*br$7dqiyagN-V*0a(3tmz??pXUo|7jX!3Ka;z}em9dh@~pLHN**ZLhWSmi zj;wDCY9ATs<-^Q#+NWA9!3oUBhE9~#;-PiCN=z8D_PH>@jj*;TCbnLVdYWCn9Yj*! z+TWSH`s;dd+=sTlO1Dfh$&-mlY0fSb@;-)A@nq9_ zoE1#Q;-m)!Rt-DcDH3_UE#tAcTv{&{u5YfVv=qZKLJ&m_4YynsA7B@Qfa)gqxjrww zN&$}Hv&lvS#mm^ucIxUy@K=JDZX^SKDVT$^F-J(Ov~hy{OMUv6BLwDz-a1qmgSy-t z->0d)mlG)85dYx^Fud(ffl+V1k_DZLnv_@)_FW& zhE%65_#)c^@n*a+G$cf;SF5rRCJfpR{$f>(nDyEg)3}6(*-TBGGmFn$L@tz zm1@e1PDf@DJyOZIx-Fr%o`E)3xNc%Dk7o$ZVAcwz??$^`4c((9}{m3_FkiJi*f%}kd#9k}Juv(do2h6SH;N(_1|eV^wbEtl@O zBXBwDLzl7IIvaNW^8;>0p@Z@&UlLfakAIN6kx?mTCuRW1{c_4Yb5^?z)WH)zSoDE1 z3woT*EQzJN^kSi|$)UjWw;Yv!MuS`3=<`msFh$9=pKEn#4xWo(AFffewuNm6YmK6W zu2JJh4F!QBQ~)VCC+MK&<^9F4QDU4h3@1yLmD0${_1W#xZxsHqt<^~9wySn-`~EaE z0X!$`soNhf@3hkr@>7me8m`1{V(bj&qa$R@=Rf;&I4(WK?#}q2ESB4r&LJ07M)D_c zeS#17GY&z9@VAOwBhDQJbtZ|$y%VUvKMG)zLijbF*1c zqRz`d*j9M%%M;yeA7Ej0e$Q`asozh`I@pRU#K+TXt@_=)KfnfxZ@?afUF1m-Q)efH zNf;QoB>l-#Bk=gu&K*5uGHq@C%hcl>VE{^agY0SEa_ATwR%s%;X1bpJb-v53D@D*u znix;NHI(NQ5v{RF*OL&7k)JaM`-In=3Fx)9hxuTaf)%kjfZ(hWR%R6=~% zu=6XSjfBlA=sF!)YP2?D2VpL*S;O9ZDNtF*Y0NK_%OdM^@bSj#k*1bs^@onx(2tJO zba~uJ9)HiLGYW#W-foE9pS#wY=2jZNe=5*|E}KNtw>ZZd+S+T+b{#mtl)|A=r)ShM z$*U3i_aTq|-G!_X@r8Y@;+Q)lQM|pg`={^P55dmCiw&4Qeu#ERVDKJ+4 z&YN1vJoU$>C_PA;13<+2ODp z{YPKxFNiP@7@WE@kG?XU5n-fZT-Z+(r&NVtg$=Pv4*h5fQK0zE04l{wTy(e(=Dm;w z@~~iy{8PAJa|pw#aSJFE9fsYF$S8ZdoWB5e?aNh2ES2zM^8HB90;+UD4prB!!ZUZ9 zF{D-;dVv&I@M@0eh)#*NS|Qm-w+B#1pOtM2*QT`qPbRrK_0#oGOr!hqu*irGg~0ij zceY(Ma8QzY==>658KgtEDdUWl1F~BgPFrXa*WsOALj0fTEG_O=c#SCcb<>GANn)sa zO&^DJ)=nKtp5r*ERC%iN!VKznG_F+>*tls4J-yt2L1@DQR)mq=g(xhXQ2>4?C+Oto zD%y{5*xWd0ok^fb_YnmUgQISKce(tm0pg|@8ns7NHg3&g8W}pT@ra4;8V{iCn}2nG zX=mI3uqPlXSBpQ_21NlS0$MKbf**h31EJ!snB`t8aC|2WhjXRLOaY}*PBeg$AvLQ2 zxV&A2dQcuRwvCk+Ox^SOZ`&6jB|5cg+uBZY|7?JKD9%1%tY2veQZmr#b-5+bcqY)4oa zCy(>n!}Q$j-T_uhL+Hz|D59a26F6#vJW;pkmTK7D^D-e~B*~EMW-4y3cU&HOzI?vj zPxsimP!Ra@LrI?e?H1c3#3+nr!pG5iH%u*ZLUq_34pi4k($@=y+?4rS!@=Qb&E4h^ z!fszj`*&w66$l4HM&HI7^CTuMmZl(JFnREYcQ3{a>-E`51&f!%AiO+MpxeH; z)M9o5o*9}{X5aOnm>8;4VBhwi7#Uh|T-M^<%kQk%%UXnaL?CTHu=UJZ_1#u*9vVrx zW4O0YC=Q9NQF6BYJ+tSnZ8#?xbNGUGYCY~5r|t8JnJv^xJubHcGFhG(bx&KVu>8$x z2#ro%Xa$Cs7=RLg_XjR_qssg>v4Wre?9K@!`J85lwkgvGsww9&rYOU9l-h|RI@x7Z zxtKIXwL{$#EX-39g2gJ`b5!G=cY#MF9cF!;4YovHz4!)Sqkgw-dP=vu*-pjL8!imN z_~l6d@&8*OtNE$`p|`9j3;$v2@@+=KsjIA4Wn+6UH2? zG&Flhl)*f0Cr2CU#R7%Hj0Y~sPl1fGVDvCGT81Ojq~~$t$LeehpKi)q5g%&P`7MnSYT*cQq!ATAhhyVeRZ8JsV8I0n@nsq+-v(;jI<2S( zlc3k~ZJF)AKiQk=QJjuMYe0RN*kua$A>Kv~#8R;qmks~iBYA&1sSg~1B%ft+JPC@5 zO{K!U7!~m9)<+K&O&{z`^_0CRTX%0t25bW+cWh67UEOzL(cCXO`X4}x=*H5CK>?^o zA=}4lah3~GE7Y~%E~@q>hekM&(pS)f>2&DuOM>-YnId$+XR>jGfL(v8H#0thhB7aV zIdg30c*QQAK{%hPLQv>O{SRw0&6l}ldp7Zk5BHy|#}y(wf>ao3&=Xkl%Ig}fC`{=? z*sPh<_b~oTSh_^^!o8~1Yo25*@D7jHoo6$5CZiz8-nq8Bg%is%2S1EjG_}awVZ_%G ztgH)XqlfZ*^B#@!nZ0jm3|9JOR06deuXNRbR0avm^<*pSVIJ0qM_WqB8+?jVHA7zS zE)&_U*g@n8%d02{XE#^E@C2cHm{`J}{iy31V%c!Kcj#a9(BgnmX;Q6{mE1Xg(%ulY z(!VVKpZM=Tarm`+ZSagw*78bNx8RK&sU9(Hi&%vLkq{R+SSVuX`D$`PeWYsIi*|?v z9Ld*oZ`e)*aJnJ+N=TkEQT4NfeK?vS@7wSJ$b@mYV#ZGm{*cnbvwv_(bl|!{6Dmlac8d3@h{H1VhZ(m5p{}7l zqsDe0EZhV_wHJ-uy^WWSDJ|GWe5}4yTEx9iTrx*HZ1uY;wTSCXT%vu{S;x?GU{Wf~ z)@l;zV<8(fQ)lVJ0SzLM46yKFqg)3kF%I;QBzT}o=}KlC+9mA`&Z1`{muTgq3$*z0 z3adMIoX#DzsT4^;{9*u(ydE=dO)hDmH8`^*G8P3pQYStHP-L$MoObr@CZM$RD?}yF z|MQ3X5&Q?_%F{BQldP)1cGORO)##u8U}g3w$H`}#YVsw4h#Lw3K+b{aHoIdv?-|FG z^OcN@ZLL()EEaw4fV) zeH;8bwiMTY&up~5O8S6wj}l$)o++t)l{8YGOol0NO=&3=MA2n5$D_F zD;b;F2x8}liXLiOvSN#c?x8b72cQn>4srFzipb3@>H)5?=YJM)yx!d&l94GLB+fIp z<9MG1^LA&KB=L4lM2ZU1mT0_WE^Se1sInq}))L6>khO^E`ENxggej=ZRGF4C9C^am zV5{6fMeCv1A7ox&kPbj_PR%(uTDMa)}WBvsP zo)e=;`*ZKP^>S00mN@e9p8SMl%vM`R7d9U2Xs_S$S|p_-@$BFfgQq=SE4Pe_B%rI@ z&v^Mko6V1401oDF?+nStXMtdFw&z(y2wQ<8m~B?k8rKX5261H8Si4--k;K zzO&++roK`D!3kK#hhQHJxjzfJZ`G|DlR?i~c|JGP!M!lC^Ced^_j4pJC4>MT0eb~% zwX%Rc+;BS8Ik!QD06q(?ruF1(YVMk|yL0!q%z2$HmhwKGIw>0X_bG7m5uG|6Oud}^fOLvv<U@?V!g`Tne%BwVtUbVo$LL9@>Z1;ExdkQ zHf_ypHqK+qiDD!ti32h|cPVcCCiyz})!P1#@_pA@8HVHEf82!LsQ-n~%xAm=@QY!2 zeDW6CvS7wKjNjhRMNL^o@O*e$@OD<}3jmbYBhntRL{{g2iTWbX=IuYy9)sgi7$^633Mje$={1B7p$se&d#2?YG{)V zqan%*Q-~T#^^ghs5T8-Guu~D0IJIj5=<^;tE56G5K=fC1tX%PK zhiRf(^1~TIYD!@1SQ^#rE*$@# zn!S47`$q_sFd94~0GrN2ll(LN6FD;WqEACW0ShrMOYrVek79cqojqm|62g9+gwshYxvl6DvJDOHk}jE(A4l6O^;Gg#H!_No_Hhx6-W zkW?0KM>PxWh%TX4xKQiTl97P-wqJ)x9OVcwN2>;YMro@G80zuPuLF?^dr0I1w4`-h2)Z3!Yib{V!M?2oPjR%suralmC<=idKVc|iLJ`( z+SY=g|B0O;-s#0C4MUFaj7L3VgCJh zpAX+T{ZIxb;{W+=0SE0qpa#4Pes1<^g_Xue4#UkKT!QEZh~i0A#8zL?4dA{IKZw&O zpLDx%C%~C_1&1*;p+;sH^ujN9KQbdzOzn3LlDXh-+-Lqynwt-A`|S`}lg& zrz`~Fp_2A(*mk)PC#)|jlJ^^_&%s-~i$B(}1B5YE&XWxOk{mW!icN1JqLKBy!EOG3nWFpAB%B33 z-wYp!*o;6G9*V;b{4%1A+-1ZbtIB6~>hNv<{n$Xk_<$oh+akuooj1NfU-L<+HD|Ox z2cB45InAVRs~=_MOG<7ZB@vsrpuBPMeipWA|8^)_b0C+q<21YHD?-BXQEiPLXhJ?! z(amJ&-UALM0*&YWLCSUA?w`K3*#GM%>6ZmTjQD)+*e4aD8?V$|oXzKzymijm%L7T% zF(m0TtV#_XJ5BoPfkKA-i;Z1QJVr_ zDI#*^ZPW$jpr{9h3{OZM4763yk`NlsS(v*~`j~SP!^=pC#L%eBaPK!a!40?mw`i?V z^ZBuM-?Pd}&Yeotnu#)+pCx_<;QS^vjY%Rxj^|jEGSIa~N&x>2A{ulu5WUP8 z|NRNVzR8-5m&HBoBg7TgeqcSl2Y8v?!@1Knr@w&n_{QZ)GflolrV@$ID4g7tqcFIP znz`Tn#x)A*gVkUWJv)GCr47&%h!`v`J|WYyGPnBEU90uFAnXNxA^uFM-yT=aWdw~x z9=aK?lGuQs4H&55YjNHk==hQQ^H;@cowRvQJ}2U3-;S6tQT(-zS)S;OvdNdD9aw@^ zhvcqlWtIe)R^Jw~bhFsj|CXw^!bP;lHlOBCg6oBmY$tipop_Sbe z*fA@aS03TWmcN+{a{BaCKFs1p-L0-zW1W)lY4Z@5uH*tyd2$OsXEENfWCrfx{+oC~ zoya>(l2KsspF_vE0L<8OygL)##GicUYM}W70PR)utBVg74$fU}RP}4SaKow9S_3J= z?WGD=W(D3m;K8%H z4{*Bd2%fpdg*RV1+>R{1(Sm%=60lFm`vrlwPFVE%jDh7*jp^x&JGpBfW`Cdpf%;91 z_hgc{mmD-#EeI9?r=S5@yzWbvquf>CEQb@n52uu6Y$MRPd(J-MX`uaLjhFpraoSa@ zipZqdNfPqRmjoo>H}R|p>w7orPfsC)%A!vljO28&&+Wcyw5-bB zR~xjlou1h$m|E(|8y0V6S3I-lwe^<-HY|Qn-fM`VGejf4Qfu<1#6X)OZ<8*VBLCvB zcs|c&j?{pJ(kMp2jtLq7gccUBi`(Bs@~uE!lILytwPkvEuVSe0aHW;{3L2B){YNF3 zM4v8de>CM)*W5RTNM>;ADF30@v}VK;Ft(NY(XW-2=Z&Y^$cWH4CTetNj!cp8MG~7j zA;M2xKLSo}g}Dr717@Os;{n&TqC!@w0d z4;22R(zVV9W^YD4smT@UJl=pIP1@r06uq~%0snR3Q{?aRc-JHIC1#kAVh% zI9iRRrBLTvYdEuCc~bqhip?A!7?s=%(4#_UyTbviH9`4u{}ogSayBwh$x)R5w{zka zLM`ZS`SapYB0f{^9v3DPx`f9K60y0D8y-lCq12kRD&P3^oFx1Q7bbr1?X23X+n*0#gOY+zM(Ie(|Z4cC!yaLWGU6Rnz#P)ZHIp|6Sx)i6-Rz6DSgHs#0 z@2QGqdb=~}F$p?QJ%Eo?a;cN921G&9VIpn+AeKQ0)NYQVVQ4w9Me5CkgSoPBZ`KVXH zKd?9x-EOH7hteEV$(F-5zuJ-IUm=S>Am%lr+yK0$?6@}xO-#v~!YM4B%E6wfkAwH5 zQF;>8^@I?#kIjU~Y~8_Lk7=(PUC$lScU}!_@PV0bQ9z4Cu@j;o;cU0K#RedN!EUqt z^@D2QJ-Z!rXj0bQe*IvOQO|d#>$o}~p>i!=^cYdhojzDUNM}AqmC}1RKvd(a%tyb7 zcXbduCjd-0gE!pLKTO1PWFFky?s^;!6@O=8?G@;(3clq;Kzs&ZZ9x1(X(+W_Nh#A<_Lqen)0* z2#241pa=-8F;pNyz{4dZB2+@0>N?Y5*ghd4--ZRqkW$2=|F^#7vGHUvEnmcI3V-rn zNN4hRcXBghdt(l*+UvGijhGHO0|sk)U7#Z9cKAw|LTa;ju)#D3y-gBa0PE??a7=j<$YQKIZT;^Aa7G(vC&4 zISu-McZr`q=FB4_#bUhv+-!&O-@t$q?gXTJA0naDSzHRn%x5ts*tA#gM=QeHfBndT zniKm-`*%N@Gm67|XBS%_!ijbcOpjiq2U)9r22ru6MZ}Q@>fBfxE;8zdbk3t>CSOX& zvWjGU!u^&*rd@goe>$eFP8YZl%$mq?PwG z5wYRZVtjnfF?jFA9&rRKO{iPmY=4Fw%zW1mdvfV?@;x^yx_!i1@>PPCY{v60>JiuN zOZ`aojOQKHBktSy29eYnMThpx{%~>%o)G+1D}8C11B=*EKc-WUA(ayhNo|$bwDMJD z6jnQp4i+jzEw5j>>o8N^Ojn`IgH&`Us?E?ly%!%Vnn^Y;oT36tK2j{wu z$Y#j$C>r&F9MVw4aA(vPc;fTTfOYjWuAJMas!^M9O8A&xgj1f+@`Hysd-K?zkc*w{ z{+ZMXAuA?gD=vQDE7BhF!bm$o9Qlh0DqZ+^9wd$iJa|>ks?P5}=`IrNbc|YL=KAU_z7UFcIy3>q&psj$qsutUEreHI5Q)(x z0`lSH(1eNd3l^f;S&kU}ULk#xQNx>(U~^VMWpyeXL%Q%gjR1CrM~;#$x>E+R*3{uK$fT$)kvwqQ>6Ed*PR$cTN^`vcwg*JjZ2gFxnAZ~x`o zip3Qq^&W*z*~d3M?U=%N@;$^3NdvbZvO2bBu2dMAuYMO8^q60=e%QCwhFZA3m{lj6 zZm}%)8$RaHPosC*Ktr-4A>zcoM((f^|NEFZwC6{l;IFs!?}+^~{tm)lHz^lsx7q8} z!4m!-qTV_niuMf`USNTxm+o$*yQN|2?k?#TLAtwS=i6AIu z_{Y4S!E%hJV8&LDV+UN4MJDKm+8sIzlrlbVvU%nSNwBt%XjB{u#Z&B7oEM#y-Fs_p zHQWE&BSIQ+PtT(ZmO@f&T{Jvq5{8+metRVH<1zWHw&93w)v_Q&%AwEf!9PwTw?0mf zlJzmYEjKEqE-KoABm_lUJg<|7A@YxaWr#M|h>_&9=BE5(Ri%DEw0d=WBD}GwPX6z{d%e&nX-nh7SaNhI`9Ft! zMQrYKiKRiww@vP07geuZZcgr_f{g;xN}rn7sku^+)bnU-<2=-WpPArI#7qi0^#V`s zl>3QDlB+_22PBk@?`7ghK+&BWs&3`=20N8`@;_+pRb!Rsa%MxZ!9pROUPJQwE5)0b zQuj0YsNwXbZ5BKUKJ4yc7WSY84h6~$mOPPET7ew5tWw2*=>?kt?kAl91d^E2`tM>g zTi^e9&e10IF`Z+kGPjOuMhm^LCyo2xAbs9Yg;>H7TQ7n^&jsf~Ry~$1^3haCdBe20 zWaj&d2~ymN*P7)HD=fAxA07;qE5Da{g3JS*_Hq4S#C1t0JU5x~UJ3|gzkaMWz~$0-h*()MR2W!;tH*CJ z&zY9h^yj!fM9>2t%o`r#fB}bVvo+8f@B_hV6wnWBq-+$`TXPw2efK#*{&G)TM?$bU z?D-%3L*jgjP`T_c_2-|QGKz6tsorr{k`pU9OQ9T_w8)$W_)fzy@2qd_BRDxlmIuy9YHhdRj|g!C*pBKYObl) zBDwmfaJ<)D_7is@q1}TeZklvaZ&yoB2wCI~1uIF^GRgI{z20gj@ejK5nC6!49G5US z#qs5EsA>V#OgW{zRk!2g`<-JW;GdE^&!2NHG^7ecZA@l!0X-S`hm6w_%FJx<$`9VC zQj)xE-1|xT(2(L>5_GpgEkhpD%z@B!Bxb%{0GnVo-#W}V*yHxQbAv65Ho5pQv-a5( zT{ITNbCt*1SH=}S39u|$_Y4@!mzAT;3GUQ|)j=rv`Ovyvoksc-<4~^8Q;2&jk%LIJ|=0dgY3%>gMrxu)UM>+oMPP^Lhs*~X6Cd^nFeS*nQ1UScFZ{yv)CBSC%pPcdz)#JyaSs)4P2r8&&3l{HLc z@$kyqycM;}RU7oC`RAYR&gQUtJ>nXPvnq=A<$g)DSFU=)^h`@T1R0Y04b>FB1DA`h zriJtTG21jVM?$N5{NP;6>Qb)cKSj3~waSdIXwWo@!7QAqw5G4+5R0S{G|Wn5r!RFG zo>()UwisU!thU#9m|rYxF@OH|r(`I4Q<2mTAFNqO@|h6D5CQGXsOJyU1UuLhpS%^i z{UvxwH6R37@J*X7|MGOST`Tw;tu$P!5l?6 z;_}Z8{8(arO@$ccY7RxDEkmI-fke|_MrZ)*Rx(AUpD+~O5IVY0(R><>tcUbTLA1ly z>@pd~KUHAR#1b72OB>&{Z`${n=G>LmzOfVT641DHDk$Y#j%nWg8wTF%X6aW6%Xi3}g69}oqmRCHD#Zfju)sF&L`?fs87$u)~ zwmFhLIBgbg7&K}=S9B@=iieOfqs}#bt{4xBa)YG10!xP=pXEZ@jQEg*6q^WoT1DQ< z{0wE}{0QYUD6SpP7nJXgdunlwxjwf1;Wqr<%yNdRz#8{m-kw^feA1sQVXOnMKK+gt zi4^yyg|lrx1zn=1dTQM|j_bhXxK*g1bIEuUx8IF0@LIgkK5YH)TOvDDi!_5l-(?ze z)`r=cwOYnDQv@#xp9#!Rxq&F-02a=|0NindV&}t#ZjWWgg1=ULQ&;uGdmK*MY(;l< zn(|^djUoEw;X60?K>`VR%5>(nqF~~JPQW0Y?;B;P88*CdwGmkiO>t7ZJbi6m++TYj zY;y32(b|nC*HbGN_F_oV#=Nt8=V8pp8+%^s%W04^ey=oWI5yA$NW!+D19irE*@J$Y z4!VI7L0s;IWb~f}5C{OrsO)M4mUDat#9k*MWuz1)P>h}fhSm5yC;|=CMR%~~6lWqN z25NIjx}u&p!3)VkhP#1=BdS8`s=3$sa-i2^(~IA7|BG1n_)hWX?Z;~FVsc7>k&~W2 zyt0yVx#(Z6HUwaV@AeMmgTTZZ5Tq!)p? zhKvAni2ZfG4R9q892{cH2mjML#5%-&Kfl^QGPzeICw7V*v)@TDkS{ik{vvDVj1Q7m z6hbd;A)=pni#yX%xWS)J6SHIy46U3nrnkt564h{WvfNPl32BbvM+l~6K zZ}K>@aq+Oe!s*)vXxi2SgqkgForkEn=Z}`XcgJ#i&`mjBEBJL%_b}M1(_Vf|2(^sU zTg}*du!T^Hp{KXvNt$tNv-{JdqxpO*?q3*{;QIV@Ohd90IE_+6^D<`OCS3ChAkYdF zYU%3!_+~OYC`nFLExZx4?EA%!$2BXl+UG zIPsN3u6+`VJa^gmYq~q!y@CdgY!ZMT!zqG^9;oVAshmiZ@VRbYq|;rFhJ$yv-;KKg zNsvWYiVtTIYuTs>)E3oU_cMrafy1~qzbqo|pXEOYmp;7|=nAvW@QzKeSNi5I^1}>l z5f|N?2;KXFwb`s(Cac|-)ZcJL2QuahC8b^?icO?9Kfq%Qb@dJrWe`BuImAN_b#>Md z3%Vtj!eQ57Yw9*xUP%Tu>u2&Dj>>gC;v?8Q8!UA~BBMh<8NQIQ;UYz2z+|ShpNDy1 z9XquP5~37+vJv)gg6xz8lY;sei+8(3*7=<$EgQf|>YJy@PLe{ zhDd&7$u!htJHQ*zhSE`IR<=1_D4DN5N<)hC5qbGo9JL3mN$BV+oWhyNDIzp-u`>Nh z0si#sgn61y4D73?D9NS;GEQrI!*h=n#P9w4G>)`ZIbR0o_&M?sYcmb(*tua@s;>bL z@XqC#yP`Cn4mebMhgz(6H8Uf9TRen@Uun#mEL6Tgn^U9GK>0xmzcW%T_j{90%gl!B_RyoY5It~lNsTflUcV?>^B|UT^$Hn%l%YHW zmWZB~aYkJP0M~hSPmQbx7LHAe7**4qY2>5(#gIwzG)e3D)iAxLESOfocbIg{@||BX zKw$#9>wI;t9vfB(qsUSpYupR;ul1y|bLhXX5&x2kC+KHmPJ5eq&EQn|f-@wJLh^C_V{p7kCf8wXgFVxUoIJF;A^9z>^^D|l{6yG7(E{)g z?q$GvM?fduVklLVlTJ_{8FX{gnUV^02H0nvGG*-|cDf`$dLgL|p+3tRw#K@RTicY#n3*1DQt{G6tran^k{hOpl;i9y5ML#G z{qm3h-sF$VqFB+_U1J90)$X0b-0f>+G4qJt)V?hmrmX&IvV0)L;DK;k7C1MsGAL;x znFQ0T?+k;k-YFf;9m`8)2|-a`$v((vJVEFFK%lbj5QIDh)l(IvinoA;b}v8jD>v9I z?!#oDpJdEamk_I|-`z=_TjWdlYuI|I4T!_COLEFStd18HEtxK&UGNtjNSqTw%ALwd zi_iz5AcT-;rVF?FLH;>Sp@Mox7DMW>iF;{5?l>G+z3vFkh@b!pGSc~NI)exhhn2mJ z!LgiJI#kk^Wbp#^U^XZmwB1E{vq!P^8hq&26TRyISx%Qs zwEQMhQ-;^)16W&Jlk){iYhSWov&^8>ek-Ns1Giu)ntta+WdP5L$2Pxm(m3n~oT|-o zedaLVz5VGOIO{!=CynE1G=C7gO(!X=jq}3wRgd86q&S4B{>9Sb)e0+>!dQ#`OF?JD?YPKC+M#*MXi6b#a?=(GQk(JIB?Z`lvfo8*MJvOd2TST;Y1rF8CuAP<|?YoGo?-{G}SJ9|^|2?aQY zTZI^Dyi;CxRFBlNIX=|RtTfx|Bj#=60tPeBzO2<-MJHy@cILDS*U}QCC8EOGwL4|4 zH8q_#&N;NE!LYl@*hcgt(*XF|-6&0PELMi`)-bR_mjXn(1EbEjAlRgU5nvQy|Fk-D17+8wXNtxMkq#K-!#l94o@Y2iYR63#lBuS9?Z3!1? z_~U=?j03E;8r0kebWrCa)HY%+e7meGIs=hzJ8;(OJpNtXz86gKaszM3v(;0ik|%#p z^Z+=2l;jFq@TSgLl08}hA0D&GIicSSnSpM|R!pDT&8%*GpJkMG-+W?~8HUn1!03kc zGv2Y^HqnR?+a1}wOz4DNXLW~Y^%D~jvq;2_0bZL5;&rYmo$#^G(h;X)6RKmM;qud) z_J7iXzaDGF0KsDGBIC?v%c$!GMMR)ZRtxI8uL3l$Vx7jVVp2DK{Kp#{%FxqCNR0Mw zFkXk6Frv6}%LbX81Z=mtuz$k%A{gq`e*g9z#)-lm1)U=1id76|yGhjYKniRTDU~j3 z$uAkhriN=UxnY3U0bbw0>Z7D1x#oTR300Ks+BjfYfLN&L9ygr4Bf#v6NT~E4SLQ2; z1cyHc!GM?*3vvIDty^eXHlPE+Z2fM&R&WM+&+HP+z3)n=E-`9#fTbSP_F;?D-Sk}% z*UrANiazZR9gmy~c7PVVxwyXByeH`~R!V7-Pc)&;GNYm3JdN#2ap`B_9Wk6fi*-os z!T;GU8S3ZRVbT@z5lA#C1IpV6a$>QfbM%AW{<&g?H$~>L>Tgq%^OG-2`gi+N%e=`2 z+fi$5sa{2XaO3nOZW|NV!erhBnnAjo64#PlW9gKO?BUZwLPq;ktQE_DqJHqjC1x@! z#I4(WU1v~5EPec*YBjMk+m##snd#U1%xAj~`so#+(PTYIg0yyK%Y8h>21O*zm^a+`UD0W1vjVSC0^_;oIMhC> z;*=%J4yE->Qs%-w%T6VgVOEtrE)Q81BbN?VamWV1@n_gE>sc~vI5kkjnpP&tSy}%^ zq}oN;&PieBC^>;HI5MA;d(dEpauHw7-^e}70vKkcL0of-S1=HrJ5%N7Yoc2fiZ%*u zTbN)gi>HCmxnKo}a>WN@0zV9j4svA|`nO%kSLe)^Geb=yOy+znL2bEP?C!^I!y@E@ zUEiYqm7yFP7>xwBBa_VcZtSh6*a`qLIwsz!SOR)jE9l&>%bM-<68i!0Wa3O@9I)oIvb{TK*D#n?cF6w9 z?MEDY_fmEf8C9myAdz|NA4|7S@G@OA+EM4emVu#hqXxOCX4GzR=lQrUUFgmhIuX6+ zy7f~7S;NVf5ECDbF9KH!f<#E3Gr{oH8iac@tYL@WXqPI@7-7pq$;i6DW+?x`(d*&3 z=pF~^j20skO+s{*X2-~kSO%rTG!qZnxFi-u_p#}^((@~AKhte2OufbBS~{1Pg!g=i zR@8Je_srDr!rn}8cmC5sLm^=)c}ceP5gi|x_I$&fn1|>FdbKxTexD|L!(2S##vzzN z%WqKnm%-*SaWp;L7f(Sa>P4?GlR6x@k9c3m=&t1fZTSLOWVI^1ye1ROfpnJOSf{7z z7g$_Sb*8hjns36-`&G8SEB{~tlwZDhwnEh-?rI$*G0f>qc|(N<=OCn0h7onG_v?A< z&m-N!fd1?C_A}g9Na`Vcan+^Kpm~?N>GnP@1USE(T3DyLWHdec83IGKjHZ_@lnrY9 z4>DwJ{m|IF3ogw{kP(YLOUKmxymz)m`#jcvO9QFoJ`cHdt1J5|G|%{$dJ`X7-&yqoIVKzCfBq*ylRw$hWKSMp_D!&gyT zO0}FOd%W#2;w35LvA^N&o~tt1;Lx!m7rPrNzT0Q&>IKopVlFi}o%)#}@S65>?X46W zumcZ#LHN8QB8{2`ELEhdwb;8tEt_@?tvC87hdDg+yie#44s=h(f>SNd$!X^+&h)j` zcYtaB!o33M)T%Y?Db1}O5Zs$p8hA4+z4!WhioZ_~&ms3%tJZMxChpC27(aKCvtUr) zw4^!7o?VTIoL~@LtxfR;-Qh#EUgOD^w8$mn#sQ(mm7CazxX7Ah=l>4RC3sbQKyREt zzckJZt2SV1AO2@tZngRmjB$zmi%$Ldj}!IcsAhu5uW^|d=2*4p%_LXAcC8|i|6TPp zu=?gX$-vs^IGaP@cUDg4^yG#qRBS(u4i8FT7>fV2v5dF?36bb8M_6DAi3I&67dvSr z<>ZO;2jL^ou#QcERPaF@Y2UK`1en?Kn%UrAgWQ855>C5pSdv|cQ`a2>ix;>$dd)dG zbOuUH6(e!3VCA^Z#S2zhJr%()Mqv||1dGbyxPAG0hUkxpxJLw~L*DcTGZuuORVP{H zlR5bfQr57Q+)s^ToLquZOn&by1ZsXq)$b^4Tc}ulAJDzenp!Z7LieiTdvYk~FBeBD zbw8L33fj^7$PemA3L(6G-~8#F5@_BQNL;5Uaurn4wNH2LRCFBJ_*leK`k_CCtik=O zCdYeHQ+1f*K;MdVwWG_jZT2U5HVT|fLC-G8=u zdv6dBE3f8lpE87*Tlq)qsm!|7ipv#U3~%bU8G3|0zn5}DyHJrJnIrmz+0BxS`H9_FEX6!WM>zM#T$8N3n z^Cmlyy&0Jz(B$Fx6RpMIreWfmu6OC-BFSSy<7U{9mHp}rtH{zW!)xy*)OW?D8te9M z^DAaoAvoIccaq79iTn8x@b5QoH1skQ{2PJ{_a9min7HPm-!;G3KgPu^3jfOKMX>?|ZOEYR+bO_Otjoo_nwG_^cLzd)rtH8ld}%yQ#ZaVlpeZ zcD`5Qx}_XXvTI8v|H%)KoQ2OTTMzP`qXZO~&S3>Qd=eV(L|C;W{vvH|)ccI7?T9a> z%mGKZ^A!YhTVnqIFt6PZ^RGzCDgNfHEQfBB#Y&$vYJtp+&&3gSU869!%d%3){4tOM}dBkeTW?2^QjniBJ&(c1jQL1q5mJ^hU zhu)hCuC|#n>*-HL3#s>iGOxwI4+(weoSN=rubTLZbjITY`&#dEWIWCbJ~iiAPOIQy zX_#UpJl5q-&KcXV3blGls6n+SCZ85#kcJTOrQ0WNV7Dp8E0f+F5O}2Pj^fM+)rrZo zzmp3Z*<)q|G_TKA)$}lsTzcABygm|ex1q_*hWVoZ{3wgr z-#-Fs{Z{Sc+S*)_HQbvnS4ruD-hI|fQ zIlIFXhyt^2rgpvXx2?n|f1-j#Tl%znMim&eo6_9m(Rps~IwPj@BS8or$uU ztC@m)&ei}eosOcg9RSy@52Ci!*|>J3(edW0yR_8;Fa>~bkd}3MG}rWv<8kS`;J1nC z+&|UA{lYD7;Rj2avDZ~;N zr8BM>*Y0UV=XR+yL>OPmTYsqMHc4&Fa8xLk>Sc~^Wd{Ufs@VVqv? zkvZvpus?{4r!-Shvq|eSTAGTa!e2a9u4R9c2!u&mm*8JLJg_G!B-NC{IgnRuUR%~% z0xo$ou;eGYTy7DdCl#HgC&Q;4Lqb^m`HO7(2p1<};z{9LknEw^Rb9f#5E569HuwRh zZKX-JOQ}-@Z~k%X0fzIKr5L-kaso>~XBKasZOM9knSOr4J=J_g8X>hcNOk?sP=G#V9Bw1P$r4u#0B*S-Q{dy|R?`4D(gh6%=W(eXKv^ z@PH}q*m$n~!RF%*Dz8Rc#JGmIY+T;)3&-3$k%qSA=6&0zk-48hlf86M&Ic;oI4X{v zExh&+PGzO)!FFwBb;Y%>9HTqPZ3@Yjvf!=+zG>?3hE7VEE`DJgzGGK14BBXVm4~cC z$0VgeI#YX6^3lj(&QWvX3}64pwJrbLf~D!l(%=={73tnKTT57}=JX6sIr|4fuITIw z(z!*e4t+f9g^Ed>wD$-yNTr3 ze{L_*d`Iym$ipn*!u;r6h(W)r(&!jrzfuGPfcOy-{{1x~$M%;T;m@)D20T2|%<tB%1@hVXCI)Y!)BYT<_&a63U(U-=CJWLvW}sZsuz}HazZeHQYY%Ikfvb3ixKR zfB-HkmxMIqDE|M%yVuKrs%$JhMALKnHPqN^ERF6edb}jLNS7elP-EaH=R2^g=BVdl z7lvFVh;kNlpTJ~?wwI)K?^;fY?I#$7kPFcESPB7lge3y|Dkyp1j;r;J* z|JeMvET=FTre27PgZILYstWql-a6qAHXO)^oa8!g*Cl%*&a4;;2_ti0_`lIhmvh&^ zC6znyIp@#T@voOIy!#lRdQ4VPqC*gM-np1sdD~MVCXA;AJw0qA3UeVK4__>P3c?ASC#hKeXew^l21-s%=QY2HN zB}Ln~{XE=7BRuI=1R2d@R=&h9{?)yDIyvTYE}}G$_Ddk#^qIQ8i7tAg-CNS62?3!- z4faM)q(Gq}}6zw&eF_mJm8dXA|s1;`ZQs z$|xCRCVg6trvbvvbm5Hr;JG49M&1O6fL3&v@CU#P#{be+(xTd3Lmw5eMHjj z9=783)@oS*p;HRF5bb^{@eb|VZvjLbhTkC^`2$_f;9U;%0i1$37q$3*rwhY zyn|tjUhx|prtSX#Vz6pGED(FpMHQ~K#E;;jGuXv8dEWB#&*xKprrwSh=wc0W4TFzj zbt;mgrkeUUV($Jc6DWSRh`CZAHIEiM#Orc2b*VMurMc#b?fI5da&R2_?hGgc1N3r< z23yWb*>C_=Z>XM#qX^U18sO*8|9SmWk-PLF%-J?!NL$Y!(tL1M8;g74D@1 zIKS)C_F*7q1b+f*T1;YqWDc3Ehn=GJjV9pIFi7>t+75ZY zRjY;!Aon|0==|SFr;_$)6QI~VFoY^ z{M{hi@XM9FK_`lJ5sBnwvsUt?H{>A1MXMNP;T9t1ZZ<|l#6{9*W8ngF!mRy#5Q2+y z{}&2l3u4?MFXgW#t}iq&7}@H#4HZIb_ivr3yrWb0~UnrxbHB z7?S`4k1SKoCn#Gks+Xnz@AH=$YaSh;^S86LZSC$E$KsaNQa zecnwt$M>bBwyHNdRDwzHXZvJ2{56Fs7LTi!_`P&svr;r~cRr3#P5G6wF;UUVn{djxIljBWw*knEERjr(i%CU!$%GRqXOj! z3opDM=Umope0q5fK)}FTQ*M4-Ca^_kQ`U2a&eu_uzC9AAy$Zi?Rt<##H;G0xle0) zT4dqiBdVeAOUatj{+iP3*=3yc79Wr7#~~F?EY2FAdd+^3&~az_lcDCz-{BecE)0n! zW_Rma^tdL}8q%)dG@v1_z*5OgsbgKz2%{wi%B4tvMWNY+M)KlR>#sp~DTVMav$(}l z&r3z=ZN4JX^g}+63~@@`9E^dGhVHf%Wmpp4;TSHNXv-l>!`!1SvIxd`tJ4b5w@*4t znNW%+UwV_Vkaq#plZ@6DX1^f%DJ>&W0XC*z3p~>+2Na?qfcm^!1O)cfzBz!hHkKY% z2(+^X_{0$Wnyz&(zB)Y=qT?)T*%qTvXqwRfAhyl4Z|R`tF22pA9?OXndXTv{Niy=E zRP&e`d#+W?$~|zK$vhVCgJk3=eH73OQ~$Cr>x$bC5D*I`b5x5)wgIb37L;~n^!&3_ zx}O-l0c|;3EE@S!+&Y)9Dzw|HV zBXhqO|J<3rJ8<;5$NISE@6c7Y+uMW;r|pZ3%c6SOg}A^ifxf#J&$E=YGCNcN6CRZDz#n80Z!n;B#NWQ76kaT;K86o-p#|KdpxY zMm96P3zDp3iIm;U7cEZFbfQzOLb;StOPBG;(`BR$p<&qyq6@pU-?4oK3x|9v?~`yy z>Mz?oY`n!jTFvC2Ad;Y1_VV6}eHC4?3vW*lbpx(`Zw4}!$#H;&MOlYPa+oD#P_+lV{QL>2m@B{ljCSI zTHgN^`Aj-&UYx*}Nu+GH#E-=OS|yB2j@KFBYV&9+kvTcoxr^JS3=K#O8<5F#Q=p(g zhYdBe24^5=o`Je4b<)DG*%GPiJSXYd56V)g74{R#|Qabhk5p12;)TyJbCw-#?@!3(NKxQxgBosp#zmw$%xNG}R3?vcAQYTWjjwXdKq#`bq0`A+t zJfNalW1f6I%S@s>az~1Uy+E}9@F7unaRazly!{G|q4ZGDG$9i`2K*02wOj)MpX^z{ z$0COJegiOdipB_Cz>U5dEN|F+b}v!LTOg3``q|6#kieA92B!&a$dHzZ*s3Ch}>j8`mEcNP_z;7dk`Fu<`L}yAR73jhL z@95VoJ5viD?MJ@A717H9_7eXagn4fpD0lo<4l@PHmCs{)OkMc@Ux+&t{l6pHVktdL zwElMlpuDXl{Qt`a8c~1)mFJ=7EnS{}WN9t=L&H)9IMw1YBx=3AJ-5pE$C?=#28ENi)3(aw#ukJMS+U=-Wic|>7RgOpR*39R zmw$)7v~Tc|(5Ae+Nn#%A**T4Ul1~_ z+mP^hqUvGJee169igdQY*?u@XWlnNn$~m%lV2B0;VTtw3@9kK?H?>x1ZbmY(&$W&C z2=+ZP_kaAzpqSS%)t7$@W*6&GCi<6? zc~G4tVjOQ%@$Htmz@U27GamNdtgN_km`wuu(B5B=egTbTD8F(7{cK`kE^z84KtHzW zIMvpEkp24G=>L@$ujZ{Na$F034Wu`p)XEiLW-)*8O%v$;GMv7C#!#EWnPFiUFGk9t zK7)QM{b=3t|H^Z({#PbCWr$4cDsNv|j|;=7RGoe?La+9rMt`=#Vgip&GEP=_oIWfd za!oX@bXtU1iTKQKP^G8pT|kHi7~$1GQ*MPhf%t@}BfqAYW;8nIq*ZRv^oA!6!u`Yn zR8ZW>;cn1>nms~Jyy1hAMN@g_j_oR`BukhiwUr}upO?%1f3=YoX~SQAF6Jz z0XNU6no3AL8loL9aDQdxXM-$p!76r{@FY%AZUjX18i5}HnZrrI{d$V{KA_;|gh~@W zK8;4FBw^uh7w_!RK!h@>H>*QV2Ry0C#0*eXCvO5~dg72k&6~Kin`OY(f89xQP5ymr z?O@Up=JFk#y70a{+crCu(kDFFd!0b(!N3}Nqak$y7vRO;U_vHLl}_j`AU8G89$+Sajswii zD5OJ9N6IxfJ%J?LkcPf;?oA+VrNe)0+Yu8@>MO*4Nvy*2vNLXnI?NMSqbS5dCouzB z79Vmw?k1~|8|{sok__){kCKl&F}ZlSmL7%t^=pI^l!8T7io{%TQEHcOwEDoIyyEH` zq8{R$CHutUa@1DW3=o^hQYm}j0X#w)l7+HvI!T|WfQ}E5wjc8~J$_HaoY>^}g3qxt z3C%Jk3vLKFPzag<{2N!Y*FSXZw|vBeuxU4;=8mC^C6@J3NvA}WV-sqq)Up|R78Yav z2NhcHRJG@DCdycJ#>DcGn?6nP$v&>B#7Tb}!v_Of=~UM4WHQBOJ7~{z8b)v>H^G5z z0l*ksUK7&l)bJ)6NLWlHMj6DAdo5)>WDUpg06bl0KfL&ocLx|i4`K*)Rck5NBrjPj zj_Py7<;r%cbi5-q3h>mNV>qz&Y=Z*k;UyJHz~FyWnys`mYmRD1RiSFh(})wP7^ z%7KuFO>S)yf-a^&RCaGMyCEm_10zTWRGCM*UB2i>c%LC=d4YplvsXIRI(FHf$Z!KH z&K!uENZzVE8NEk3q@e4Rx+yT*E{SWJve01^PvPH26;@!+n&k+%Mlc&G*>H@M8*RaD zJ*~C3V$vOJ28XB1kQpjy#{Iv*6K%Uu-e@1iHF?(XyHb3{MIlAlgwMA%EVtpROQ*E7 z7;VBmW6>BRq|#;_6Uj#}p;ZbHEv@;vw$t(nG8(9$)k|&FQ(-&cb5r{dio?gsO7?`T z@YPjoce0N?2IhBZkgcEb=fbkzskz=1yXIF(WA{UMx!y$c)DrWP_iqn!y$SxE<-hyg zqy4ii{cqOE-1)!!4vlQBbI#T3^X?fR%`VLh_yAux;bMOfOEqyhH|MT92z=04Q5NK& zXlPN?}k z=LfOfz-vYRz?k#s75ejT|FYcf{!0LQd{q}{pSxyD@M}`LT0UuoExLuvFXUF;q1L6J z|3(*j6ZSE2vM-xQMxb6gg>VWM+m}r(mhvySGY}(_k-KIy6BFL^=;rKsF!nK{Vzc9Y z@uyZK%05~fOe-cW0(G_CCvxr%p~Kop|`?T5^fJ_ zd4z}eFDO^JF3ztw@upzqk@;lcx3pB^y3Fs1e16iXT(dcgV1SF8o7U`{Jjul`)H7HJD~;sV#n5D^T5$nt#T55y>P2q#{~r9(ol1Y~ld5(CpEYaDkKJBejVKOKNU zhXnZD7<4<5hLiRSkkh8-c-{F^!VZeiI_I{U8z8-gmrE(xY2qN zrb)7B2)SlU@uVLI9_A9(>frBI9 z{x1BgqVhSf7~2!5I(6m)C3eWA-_oWy_Q4|^=|n5;6;cB736NDq;XIRwzw)S@uRbv~ zTDNJ^AdBzI*dLMX5UrP4%@%ImU|A})-oH~&y*(24;8Gw+8a^^V&AV|YQj}trlbTB! z2d=)`>ZSS@dSJ?jh^M;nUAq{#r_3XVkJl{<*eFtd^;lj1U1vyf?%&x(PbAMG2RkzM zshA2;dtvnPJPoVjTO;|Q?OJm{-?c;StuU$MFm|o4>N+O^h0qxa!_`WeC{{}7g|Q2Z zN`Vm2m0bE;Eb1el+NqdnHsQ0DIVx{xl3viU-E9tLGR|j)PjfL1U!`b7y_W~|NsXX0 zfhaVB-p;qRz+zY%RPo~)NB78QDf?qhn*D@i+V@u9rXT1xBZ0b9LQj3>Ni|<3R_I`X>fxPoX!pU#^3)Fvoz*)SEcRae)M+?g=8uU0E$Lx!gO~JNb@6XL)ODq1R!B%l39r2+Y z+KEANj8=*#LTd(>vdN!bsET)Al-#0(oDs4&9!QYSsxarefvR$*Xg@~56JNLYAeq{e z%?L{%*{5EG_Exq zZdq4~B{9sZLJy(Js0xZ?2dbFu_b|EDdkYm_%Ghp%sS>j>EEyZQ)(Lr4^106%oAyIA zgR --={t4WZAB38RyA8zJ&DR+VDcg zaiFc0JVI5fcZ*Bc%KHR+u0GYf5Z<2s66N|>G7%9*d{FLL>i4$y<=g;TwNbA9vRwo2 zi8?-NnWMuOxJxFPX1jW`PHlO^h7U&K+^1BXIfD`tmGk3}k-(B_Cm=3;MTGt`p5X^y zrc%Q3O6Vegn(K@ZzE?jK*ti3yam*@j!F?;Uy7j+pkepz4iZ2W5PVO?toDxglV^}U< zulrEsjfGyL{)x=Z=z9su2NfZ8fkU1l3{?MUj#O_7k^-e#w3#9icdCVodN>IyoDJ2=_Qg6q;*geJ?DWq`wLt;c8)9}@@cxH zi|FC_(XBzTfp{TxYNJ9xd5yRsm$#90c`kgW4~Zf6h!MS-G)6P01^i@5UBBdTn}TH% zgd`HX5*h|1y7i$kq#lmM&m-qzgl6Mb`ZVMKuSi9V$W5>I$BK885OA4*@@@>X3GkW$ zJ`>MnM=QZi!m!bVIZCcHAKG}RiDOyiZEExFC3#HyKHLM z=$0(xc_R9kW;BaQ+8vmx+MsflJ+qS)IUB>TY3!j{C>@~kHbd); zn{+;92$-pq(f^&z%*6)*B7=Y$E>Ht&5hkyv6H+k{@H&4j% zn&?-<|BNM%*@-AdZ4`244ekAs9uwNTwjLz;Jy{F5H;WOgRXN#`E+SE|tZtF9?; zN^-I~Df=O;zFry&)E|oMkYiZy+5O@TVFy{nACzJi$Y158nXtbc+DKt)khNqA85t-? z7z3C_|M*YB`Sjd1A&?4Qq<8$7aNh9#?FG1)hBAJ z=YAmBWJJlLlaSW${tBA`&OX86Mb^-(D4MYpsEQy;7e1m;JTE_Zoeo&===1ZzlJdd@ zvSYn8@WL#glJTDuifo4^h-b4@mSW6&%~+jAI%wtW22nSA#1$Ls@+4@{ZB8! z`A`t!vOnpN^$@TDgRBL23i2im`P}O(G;C@PSZf?;9vy39q9dA6%uj_uk6+tIfOPJ= zK6qrWSg%6r$Nj(Z3{6o@D{u#kI5x9AR=08o^Jcv<4hNqG?EWt9+d66N#z{ zC*POfXOtr2s|_r?YxHyT2GcH*F@8S{uUsJj zvP{RGTSv7}+2H;cnZ4^tY>3s`q7IvG`*lE!Sgy{pYtV5<;VI>reOcS`!!qluP2R2P zvJKC3ugZsnx)g=Yf$g1LwOdkZ+T;oX^DAydM5Uw~6hA&C?|YI4Yln3(iIJaqu)N?) z4dIu6u`cWr_5`%7hUWVAnJ-SeBQ2-}!5Ji{SOU3B1S@)K&cBR=9ti9=1F`yi!Xn-2|GnNhWBZA z0o=9#UIt!)g!_aSxJIdsOx+MrsanJLEB49=64lqI`5J^)DDpE(r*GM$H{ttC`(+G? zQO3BrW_hk2ysR(*vYzSTX_x9jpZQ4Z;?PpgpTV9TPYmU-=B2o)wrQ7x!KlSZ3H8u) z&Yv`xf{+ZR>64ez=?SjJ+$|TMrCya)k+$A1rerWq|9K%@CNHSWWDC2RP^fm`IeDz)hjvFWkw@n+ikdMt{S_duPDK7!=5~w}rACsHt3{6a09#r_#e|Wh zeDI7XSzg7XrW%%@{bBs&_V3i`i}!LrV}1{?WUF=wc{fb;({{Y8#TGdY@_zj5WPmK6VFh z=o#YI0)pMQu}!9!8TC^~j7rT}LZgF{`-p#la&WA51qMZm@dM+4@)eKMv^a}t(Y8v4 zeW%x0G-=+naRAYP@s*J)0gGkvAJwXKuAxsN>)C4?vn(US{3|RPBMc|`v|43LKYxa6 zF}0syzNZCvueWhWZ=*(1Ts!FWTj-whi+Rd!1wyq;Fzh z6v8G(+E%8(iYdPn0{FR&gg!e%T8R{2<3l}>1>i$?hMwi|q1j~jGuE+e`vRs7@fM7y z;Uj6|gOVzV`Rfg`ncg1?78L61`9)i*=vO{73*fOiPb9IQl`UNjsD(xT`PCp-;C)}P zpj01*DGxyM!Ug5}dO1;`6*s#LD^7czx24j3JvyK-NHZ5Qf{Z=Bd{XB?I ze^8j5X`k^Hto0-c3;F+$_10lkd|%W!C3%5M2uMhGH`3i50@5Jeh#=i@K`z}$rwRfh zDS~uLBO+ablt}mQTtDCUectE!{kP`Ko-@O}%(*jruf0~hzjxC>s@poQ7&eLE&f{d} znBmmttVYxH0rFsKi#fg8N|m!%@g1KpwN;innR^6&ldeHlhG4cI^nW)z{8C&V#9uv6 z97yfnRQdam!zoRIP75!SdC;h~QtLEU{E2BkgFOhI_%HbVgZNef5WM-9!4HR|(b0~` zuO39a_zDlo`5~Xr0S+{)wJEU^N@gD3RH-N3n`6$_0Gw98l$!@)LaP4@kN6rq&=7p1 z7bDXt?OcN2IxCC_A5;;G$DjW{m^}jjYF2n=|A)w(K^-C|Q!BmHzDPNh>j68V1gI!~jeIxe(`2>nL*FhXck2pc7u0n(sT98WgX3;h@IUZW); zJhX@aMA*cVP4 zA@yJxnmAE%w9KMfGhmO$N36N9K+}vCHJSp<#0ovuw$Q(BGVi6|gooZl@(T-Na!FXd z+aN`oe>EkD$t1=}K4#_+pUWyL{oCG3LJo8X-^X4Lj0WoX8jUS9B<0pV%|B1h^`B_H zMn)N|06tIxh;FantlM%fxLu&M@d~@RyhJ983vE)=N2iflqh5HV+?wc zI_6x$>B|Yl-f`dtQDf;KKOSEU+TA^{$d@lWXvQULCuy=KtMM3}PxdtPnp&hQfojxq ziJinO^2k-$!jC*V91d%BKu&v*oT{VVdA@Gs`K|rcAqC2Q^zPb2F@#P=VI22q^uDYS zW|&WRy3bchE|gY9?W&T7-BTX|D7$uYQN!>jHEacpu$mWTX4T7YBF>CFe#bP(;vUJi zm_d5fE|PKu6(E4XZjC)pR%QNv(Z|eXBF}Zoajv7?+(t@n8`Fw_GjDn6!x4hkz474X zqWUq-h}@QigV~#V+rF)U-aap0H0wf~#gOc}%Owv_P@qayt>5VwnG3Xe^($rmF?)!G z6w|&A=TX0UDrFo4s*mu7whGXUNMj?vB{?p5dN;q0dyj+qMkRs40`FI2KgAsoJWt69 z6?bc8W0MrJ#;Cq{wXkNRqw@IY2d}vAy9eeUs_3*-0sstru$r4MG$CMCRj!)MrC~$A zK#D$%t5-H~U}Z@fB_kkVpcD^OTF^D_NZytxWK|U_kJ)rt?TS|c zIOw72P9+4Z0|f?NGlp`CTVgsnA5xS-bf+`p`Qs5!161;WbB%UMwSfF5iJ_7(SEeYcXnY!txS(R}x@VxUm}lR$UD z#|3UWc)XY{vbWDSPQulsm?$*>1Y~V0SZKuD_Ji!&+%Mi-J*zzVq^9@R%A85` z)2DI95PV$OV=f}2zn359jwz6?UiaHxfAvh1oz&^%_$0W$JWhuy_FXANL90QMI6Gkgmn5mUJm&DBVS;ot@}#RA07hPyW5 zYVHNM?tOVk0E%OB0{5z81}Ye@CX>PG&I0LI+mZsWNv$fg>WXVUp(|*rWTel>#|OQwQv;C3hc7*! z+qKd2zfrWS4J(eP=l@BSy)*qI5|{Y)OUahT=_xAOZvQe_qj&xAPN3=?_>)Ew`XexwnK^cBWtSg1q;WsjV$YCJ4qHW^Tf1?~}P zte)8>+`xc#G%aS5*x)PpCO?f7q->c8AMoq~7g%yGG*!LkukZ1z_l!1!F|SxXLyW1P z{itgNy5q!Lqrc_ei9K!YN|+-MetJqv^4QF0L0+So>n;Aiof((l1jTCKt#r`)kV{2O z=yoCt;xF7gyo)^rqEU;=HViV&aFc$VY`Uet%`$jcBr7hd7=jdp) zV6rGZphDYkzgk>IYG{bf*mj>I=fur?#4J-t6FcINdMu6U@MGF=iso}Fdx)8^@F*Ge zLeA{>nON&~KRU`WD;8{2D`ifIV|19^BYZBm-FNX;WFNYa$b_sq<44#C-|*0}Y{RxLmW89Ual3$Ur+1fM(HF4nfqO0{Y(!@}$c1~5ev3I_ zoEi^xPys3O}9t(N2rByee5YI(y9~(ov*e(4xA!i@1oIHw) zs>6V_^RYD04}NVzD51lD@&i0qyx}nm2J5jOP@!tI5Azl{JJp{e-WVoj3zeoLx%Ph> zg>ID#MOR_o+pQ{}u;DyTlwRa>jC-F`P7}hje;Y`GUM1|p`4;Tb5XSDoQR&y=$6n^* zR$q%MMOZ`}zM?HCNWk}zAlc6ywD1$Y^B_}J5*AI&3FT-)d!pQJ&95X_jb`kIMTj9- z{KvCgwp7X2H0tpm{IdcQ%@I@l2ow8G60lbX(=rK@_6&Ua7)3vG035i}z5~G|S)3Qtn7AZ8GgIWml?1TT`8d7085>=U=l= ztv$9-(e$}C)(ooJC)LlZvD+O=@Pe>3WPO^@VNV-$9Q5_7W@y?>BIKFpSp*!brZ4K+ zrqXk_Trh$#bwJQ|q+7F&1F;?}VX2tg=c_n zS)8h^#2~`qno)R|JuHFGQ101P-&#)BW)jIkSTAB_Y{m{|!!%~d7ox&QrW>W(P|V2R z;4?A{=*#ccATC`V|60|moNR~dwJ!dn^vTq3wYV<)1B07giFj z2UGmJQT%)LyAIt47+>DD@`nA1We6R5G~9G;P;<-lC8J%?9r+AF_-9 zGUd-jEhf0hv{Sfpx@1ZD4!=e?Ayc>95j-nWVe|rqknY}bOw>DKxs3rfa7QGWS6as~ z(N0y%`smi-==F}jP1<=%D+Xg;KsS)H8Q`Iy6%+b#V(BlsX64alEruns!0=43WMIyX zOehL@$MG$3_Erci0##zWpsOZN^?x$5z=T?s3t0pt7jEj8kvC7G;iGfDR=oI36Hn22@ zFxI$_z>md0<)D9UpDr|1_R0HI^^h>~C6Fgq%@JkqG0w?6OFa_Cp4(2vFwxzWRGS*T zqL$7=Lk=0bX3-FiclRJk`G&$YT;{s*?C>B1F>`0ZUrFVu(Rw0zS{CfAn%)F{=N2hj zdd#fq??4rXG)KNIWlv-nVa|SfAbH$A`|#xyB#_H_Ek``Z{apuijXUzv;%wJC4qB9Fe2`# zNEBA~EBr-sSIwqKxk#N7n$9@P6my11u~@a4^3Grtz_=3IU5b%EVUgOo&i z$eDONvHs^FO0n#M9YGPTM~erPbd4)MpkqC7diMhq`iLpX%E6`COo*~4+Cld*ITcqX zURBY~n8X2S*TByljychNJeT;GoR%vS8jnfvb3)FhXOqvGfS!rR+99pkRF$Jxo`cRZ z)5Z+ioM+SndllCIxSs+glPF$<;P7y6?Ume$mo)+N+9?$Ur8}mnCdZomX94Swb--1I zDdfeH3c0v{rpe-BCh@c$kMl!}z7gSd$Zm}8-0acJBWn;bLQKG{S^DtY??eFia&+`Rsz6884G4RU~=gNKliKiiRApnat-;OMG>;OgFJOec%@!OEs5b!c|t zsP%^~X+Esc`O2WWcj#vBUE`pFEyvl&y~N{vE}kN2P-sH&iQ8u;=eGgbc0uP;T_=mr zQD1La$*GiG)=Lk1DbRq3u2)nSm!^yPXIYOjS$b|dm$ja)UL#V>nx{00wVg137xNK) zi7xXuN|Wq!Uz8W)n|PYT%aSd>&dU5d=AjyWZ}^)CJ%#~qMm74u@Pr7xjeY^aVewMq zS|Bh?darLPC1b>eHbgi#822XL5YsJ#=KJT)D5|-ZSNH6h=Z4?pj8Viy>Ruj^qYJBX zwCa}3^nD)d7_mS8WoT8X9%WWK*Y*lGBDacU@vUbxc>w8QMbQF}c4Lp`Q*i$1qPBZR zTQwK@-mPACV3MO<-gTgWxGqdm6k9fL`e$r1t=Vxm0;o-Mmd9(i;y&l%x{dO}bbIEX zqiEsRj4UQ=*gcGd&zpawxU5nfQ1=}4vZD!`q_79(&T%vR1#VMd8q=`YMR4KWQPRdJ zq|GkLkGsDS>ihQeYC50>-?LBMun%HXu8Q1}T=Fi6%@lj#aAnF;{|O-L!bP=Zqug08 z4u_nZH&rf#3gxzt^9)=he}C5(XHN&-TU)2)sfHsmQ$;i;AbtW zx{C`ggZ?H`qA!^GR`HjMNS{aW=px54QEHDL5k_We;2;&P7B6)j%$B&$)whuh1d4fB zpwEX`+z#es)%wq1l&?PEdLxCfeBH`r>&Ix}QQ^|2X_)AA$~WJh>p6Oe;c}&j|0jS_onWyp zaUBQkET{zMf+|u1Php=!q~g&wYOq9lw?ujbij34RT~vaD?<^=X6<+UXa&U@?Ft5m! zP(9)Cv{Jl8n+Wphh?Dq;h)hq|2YO1Joryx^}SwX}sO(_zyjZa?_bWEh*}pt|CThi{9H z{oo%TjPm$!LKbfb1u7?MX@zxjX#<~B=_DTW*-(cU;u3tJ%(}#}TKhBSAi_cDEB40< z?;&a=9VVbD$gtqcuHx>hsaj)v`dc82zWZR!A%c z{x-RibK>zrMsd4Kc`VC+S4DjdQo?(y<_p9*y z*t3299%RgA#63DjoH@SbBbqFmjQnj11Vc816>J_9JahIFeBO<0Q6>W1tJ&nUId z7&J#r9o4GPMWqQ=M6luY(N?>$^k>gFCcZTy%;>WrZwI9TqL)|^xoi|=ssfC$RTJw1dbUyx zr7PnW0Pk_3J%f5|X97o}5j}lms$6pH47-DE5@|6`Vf+Tg*fLoEql1`2+y~nUP_@$j zt@hUp{x>^PXBf>{XHxdJX?XsALqc|yGD9FmIWAp z`zpTR<(0Kq0hWLL^NL0U246ecU%3i6HUfk77GOJc1kPfLWRUW9V(2u^p#UkqIW*)) zgi4NXfMF>OQAt2Ed9IvEQ-xn=(+!%gY0QF4@j4|30u45mNKq!}zuotd>`Z(%^7%$6 z^7m0dm2sB=ZXT0I7w6einYrXb@vvjty2PA!aGY?y2b#XUj%=~};f1DQauS}h59&;z zX`CK#TFtjKBWiZP0>f<3JoPz$M1xp#!6Rw|b)oZ={wERsjfq1UqwQOsvxT$M^uvSR zGEf^`i*21pA6s4zW=A~Dp-kt^9nPA5vgBE3>EraWw3V8|WF z>@WL=ml<-EGy84Te$O8?uYvK5enz$5SqIIVU_7ILQ`O1vpm`gNr}viu;?+U(E*MYm zw^emAI(YN`b|$w;Eloxq#$WV9zF3?~3;l=zFAAioCtVeHWyE0;#gFK;S{EH8Vwvk? z_~k&(ovIq+h`~q6E>^t7EZ?OkbuKrH7G&iivlK@RLd;-z$0y=cQ5?1iLmatpnaTMU z0d6fbsmc)m*D8~-{E-uEa&vIZM4f+{ylgnNpvm4YPQ1l5|K@WWpB^{~!A||>e}HJG zz8!$U%xdLJ-&ktq{I@zwBPr1rA-ajiW1tV9@R$ejVhSGczjYG>aVR-vi1*`+SfE6e z!ehBK!U+_Gz(P8b>n9IcL_Di+jV{SU9IZPadI6zu_cJJO4?Cn&r?kYuO4smTCZ9@y zJ+*Zx6==4J#$_EZh-fwMs=y%&8R-9C|MmlWK=RQN`C5DxGf|5qrNt$aW)+BA%Kb3Hw3ga zz+MO&LJqRQ&Zw|i%8b~r5~*2j9X#XNlyvCl>edH$UDEbmabyepFdWMc9?OHiiClK{ zpIJ^xybrey=2LiQ@D**(`N5)_)w=5dZNw=eLK^|E=m?iUEEJ{#0`kZm+0J0=dV|qq zMCuzXgsff;l8#bF%k>5KLkb~`cLZ{_%7&wB&o;Or7iypqW+oWFL;}P=3PAI&!AA$T zqo}Z8Y{alhDdok7Ir3J? zkA}9x-jBh*A{7J4iyO)UGkecP^7J+aKsMs~6!6o_0Mi-eiIX*k{n9V@tN313YQ6`K zj*>WZa?$U~;u{30(UWPrXC~h?2o#`$lXEVrs2zKXd{38j0Zx7{ieB)GnvEdPY$vaD|OpB}{5OSsRfC`|s-1%+Glw4_x4=XO`T`Dc) zh^IN8kZIAmwn_B+bl1v~GXj4U&1`&68*|O5Jm5v#c)@5&tA@KZXa!}RoT-~O&!02T z2dhXElH%wlY;?0lA>8zUTPD*K4k+#ijG3)JiQ0aqDter`kI9B*DdGB6vb#ES|Lkwq zRF{=rmI?U2wB;Ippr3$Wq6}XY#}cqk60uGSaAda1x<@tJC8t)bM$bNoipH~9XK@f5 zfSk)Eh4=Eti_;0WqGUvK5XNx)ja}IOZAf0HOj)N)-u9zIBFk_r!ViW@;wSIstw6-9 zxBijFN$K26jp#9q=&_&tJ|JI>ON1wu^ubq`=+PJHFGQRsc^3kD3Iounl@h4BgL27A zS1&mL3$G@cx^&fZwnBJ6ifN$3M3sezJjf1v-=+r%Sy;r-k12^5&WWX}thYWA8(XsMy&3Mjx*X%_0( z_?+ZTUxe#=yW@V+;bXKfO)klcr%S}B)sMVdnqrH^VaMhY0&d<@&vkNo96vlJ7i=}I zXHi?*)yGeGw8&tb#&G2MHb(Ka8=PY(`Blk5(NS?OUA!*CQe}Wc!?xXk<|D#@nE;2J z35}#Tgbc~nu``Oo{OUsxZ^EXGM@x%Ep${?Y=*qXD#-7>l=TsOin}W4;cw3pn(+~x4J^8=y&wm%%!j11XtxEqgFBI&2O_VRs8hiO){tZk+T-n+ODTA zJ)uCHu*aY|{(i^lmnQU&avUncTQG%Y1@_tfT@~p%KSI=}6V-3|sUCN^{Vc!4g9)Oo zAuhfRuN@e;ua?hhmMSxIxhTL5iM6kK>m@|pCEbLXcfW7;d_c&|r#JxZ+x=M$--ZY8 zxCY9vkO0F+_3Dto%+AYY^Wtz&jhAl1$~)X;B%v~C%`PU8v1(*Xrk~nSezqX@ZMR(> zE|9AwT=e4_5P!ma^DOQ-J!0XveOyVl&v^uxHQRRc7bY)Y+c^{H_^#$#OH zMkx*DeF&3fI?5E2?c1O%j_alNq`&OGwK+>l7e>M&^3C#cp8&@ACE+jeHWA?$3*J9i z&DOFIG4Nc@)Otouzq29(>cm_QM*_$0hqOTsH?Jn6fV$rGldEyJAN}pmr{dA7xAx^q z`q%5})9=aKHE{oRAbGdD>Z4JSi@BXgYrMO2&`~92w#&E{Rd{!IC;li{Zrp9|7_gqh zTxbO~G$g(OeLSZVS*M&F|GeQS=@}AJ(y5BseUU{coa)SLJ>uKw!cStFP4lw5n|H(t z9kdQyl2g@<<8Dn-!gubNYq>9T{KEpB@eMXB2H=1{#egZV0h$90(7mc9^wTYJd=|J3 zrk0tSG@hVD)YeSawKosF{zW5zjgnF#!uD|(7sc__6~qijHiR_N9ZmcSj;Sh_#D$U{ zsDuUxP+KxIhih^VjXc%u+J0xhkHgCPee{1i>C8=*?OvnF4Z!E;u`Xr&aI@QgT zoF5+eNs0Y&CVhwk^2ZI5>^kriSDl$w-01V}@nItj8ExKQg;g~##jnK@pJsekO;yLF z&EUJ|SXbf4P~ocT#kZLOsdPBIFa9LX%~$)kykzpKmCS{MRl>O?1g)C7Oub#u=ly>E z1438e7?eQu-Md73SBX^v_JZ#dc#QN3(ajMh7n}8_9beN>)dNn%2;L90fKppqA#)U+Mbx54)ZcLWVc=_#iKCXa{3aW=|=D^un2QjHxIttM(b zRQ1;K)L$M~m^QHIO{R%3>+Q(W%*Z>c=B4_zLe;_4IGZX3fcK*sW;48j;7_oqmw*D08{}NPs=ITLm3tC1so3@m5aq%Q$(nMJK zV-OVP-sfgVyON32-%zlG1Cv=jpW0x zmojsw+#cB3)ctR&W8QEcfC z(?5|-(e%v!(=5fLViZ_iJx%5XdLCGrz2V%RZg$O|l>WA=>uR3&^1FZLlG?x`bWf#m zfIL~4r~iS?1Op_bY~jZ6)9IVm+M6dr-?R-n2sZ-xK zN)bE$SWIrhhYCdmUi8+QLcBi~i#ot4ji)5=O3N^)25*0k^-~9{6V^w-yD#^Dt>Z(L zC5qewVS4lvETQ|53Fb&#LS*D!bj7bBgA$xGcKDGu!!LI!TB-XieeWk=@~eI34aDTQqPW*h1xZpj#0<}? zgrwvNj8`9{>w0W2TYS7d+eKV@M)`SImG1Kw_i8B~C(=B#Hcs`=I*ncRi4kF(q@;0*k$Y zjJ1a-4V{pNu>!hq4*~{Sq#2)}ulb4j#2=8*kdfZhG9qm#A7M+=BNYxzHg7O8 zQUX*%uGSPS7m7qG?|@m3;2&=Q(cE)+WX6V*hJ z7{>C1(iR)~tK){L#YSKfv`>OW?>^rejiUUA6VS!qk|q*MIKeIaHeELo|yVfJBY(@RD) zwSwJynhJ>4RIvB#Jt5#A&%vk$c~udNVMN?8%Rk1j%HEtqxn3kVmQYNHJP#3<)dP3% zeMTpSmr0d6SEqCM0rM;P74&hL-eU!vW?mRo-8d*4gS`{89*uHiQwRd{#Oxm&6iM88 z1YKF)q#JM^C|Q9is=t1|g_b$hsglXim{1rcuKM2aW1FuwOhtuAhbu)-7;E zZ_cuZ#z=KrvEaZh$ExM<%G1Tv1;N_4d!k4U22Dp-dI=3)~Q5)3iz z;8_kBd?-~rOLHRTlu`X5UXQU+8tbhrY&u@gls}3LgMJA|+7QVkj-;mS!CuT-$fJrc=t#_W?DxWOodWHoObjSKvVhdeH(6;4e2$Ileu@C|H$)vZz^S zJI7CxodspwDHE%2W8GE6uci8bPwWbYgDc6aU1k$3A683a@_ZZcZkp`Cu~ZCl2ldtZ zb2zoVWF-V5*rkeHAi_HC;8G2P<(<5bPs+s;=ogjr6Wnsl)5<;L$Z)^9hm_`)k$R%w z5tLA0;D%+FG7FI>_N@MRvF}PbwyU#zlbBjFH885wrrFlCqsiL|um4y^#vz85D~r?< z*f4w|Bp1p(Z9&^9v^-l%)@-J3lcFrG7+1cdpvM5A{CRtYJ!dtqd;MskHGsZ1?tD&~ z`OiC5vV2uC5z(86=uWrXAQ7rDp>NvtQ>~#$#)BQ?(Rf&}_1IZIi^5OaXY&^daB}Z+ zw>B;?cH&u((C5u{dvHt;x&jS?sLaL1R0ML_WTJlB>+1RozpRkte0h_w1T_^NX!gi2 zN|)k@-0~4=#la zal6?)k%pNPOw^^i>!>PMNG^}%R-X>2b$jyyp6?)vy=@JUQ2<0=zL!hYOjqs?zg%>% zaJ0xf<-?^eIDbEZM0ADjjpve}3)@c?7&}mrn!RY3SWJ-BA^szGGF@D|$l?-*l3?g; zF3!Bj;vI()6gyd5yU@Xhg`!~P00l-km?&F&l7gTv0h0V%!}r!Wcdqo?kNXw+lZy+p z)8FtU(l5Rkyr#d4XMJ_=_hbE1Zd@>PM5-7#Q@>y|^BTOPXX_CMHz=?LMEBeU|G zrJ^w3HjY4v#Ctx@)G-PU^Dt$Uunt=oyeWjuU@7s*PCo;5P2t+?EAm?Cx0g|em~~~c(}xq1s$?5m zQw}AdR$=;!e|5}>A!rI*Ej*^hOA}KWR8M9}%oUB$Wi|*eA4=V^E_|=>GOOxuX>LP! z3duujFg7ZYs$fsp@j!FNbgVSsJJwLHK5kcCjtOOBu5iR(ru2vmU}!d)E8~|sy+Fvg z>2qwSy;Pd_Nj^Vtr~5LYNatIz*9hUmO&@O2guf3q-!uN*@Hu>v(46zPm(b6v%~XRi z)H)cbbpzCNSe$u)*x%AhU^u0API3xDNfTbBn70DE1f=X)^P7gpFH@8e%XVp*MIs+tNaW3>Vl@sR#02dHYzy$$K5zzY|1iWP*Pts?N zeFQ*fTwEo-mVIFK*~Z|`Uj|nTE&*3WGzgjHCT;ycA=jBWt|se%YiyQZy4fG~r5Z4a z^MF7>-=ggLtjj+-vg4*((FeNWQb1k$)(&EhHnPv0dUcKjFa^=y0j|AfzS2zdN2{HZgEXfw#&0=9GMVonrE z4an4HfHTe2k9P|KuR6eAZe;Zl@EnCAlBA_Cy%fm8Nido`Q&?{neY&yIRSb0-!XGqn4osvu(gMU&=6FZeu zxReV`-$o2?VE_#a9^+Cw-=m1OEqb)SAKoY2dI1#+Tn;JeIkYf%i34?u8PL&N@!ZS7 zAIA?K0_IdeLiuUVW-mTR(Ja4kaHl0@aaH@j1%488RrOafGf8|B11#Y9A zzt0J@iXXiCzYx{;|3YLR0Be5zaoXTg6*o2!c+WOg>mP{5%389Znx!_Zimqo_efmeTzp0FU1hrP z_vy9qQFoma9~sW~Eg8{8Ez2lnL6h-ognoZ*F;pdd3mMueIg**3+khbkjf4w8Eo9_Y z(*ARFT3`00zw)byKO&B8d!X1Z0v(GI=XQWp-1}2NVgvlm%AU5H6*uFbhfiRl zdVOj=C~psNzBk{6v;=@R${RO@*wb4m}6#4jox<*T28wAc#wkpqd`A8wWxwJ$ow@zRUF87O>P zzJlT`XLiugNGy^rkC56-Qv+$Y!sAy0nB^Jf7jLf~AjcLpmA~xcB<*6t#HEb{)IKPQ z;4iAkB=Sh#xK(%8S620u6#WKb@Wp9YLDOckN)5t)TYD7Iz8HL83OpE{4%k@AMgUXrH{h0keUq6ugak?=kNcs^pN6BLfJteShF;VLC70=Z z{)kSZ94pMU{)utlG)*Lq6%pF=?d!>0f2)UQv?|(1xF+WQu?hp3Hn`G>(=wwmGNt{F zll0k9?s<2=K`B)7zzVRX9?ChLG`sdn8;mPJdv;$6H(`2E`&nC9Y90A6E|RMMrq|lT z*%PsU(Yx}+Qun_-r{T9X8$^k?cos@2U!oL~e?G)*NQ+m@_je+0F`JMUYjN19T4r_~ zdf$x#T>Mzb4^o9}No2xG>wehkv=TGB!hfDb%w%w5W^whZeyI^s&<7Y^@|w9}UomR;_-M$?8~BlX4k|#WaeSJs9Ej1UHO)4Z z43($I-?qaZfpT+{z<%g_ZkEi3QqziDK#0&6>+?zC4X=j`t|C7!Vi(o)lAPO&>0;hDeOb*W5c{+s=r(L zF4(kOLM$@OkY~ct2yhW~P%R4$!W>@yR5QUkvsY@22_rduc}1+$Q)>okV8X9%`dS+n2yR(IMd&eU--qs8&O6!Nk)q@fm z&F?PfgAm~LOk+vhvy-zgnOy|WDD;<9zvk=GS{V507I+B>h{ex-|N##z3e9swf3FySQGO1L=84(DGGCMLi zbR4KnCH1?+y=ks1!b=bGDBtoT2_BDsl3ybI8@Gb=YG`>Wqv zBs318JQe#Q0fhP@T9{;HA6#ntL69VlelSiR`L^@j8Og=3f|McmFv;zp>Sgnh z@{1YA`J_b-L=jj0DKjYIO5ie-dP>Pk<$%u@mrtd4%|9}@fqcV9ElFk#tBL-Ep76Qv zJxnnMSx-oF(iC4VCx%wJQ>W>Q;L&8BO_iKgVg9=k+~R|=M{$kY70pMm&uz0zH~Y;J*GXSpwf@aQ%4$Wr|kbm%k<}0^- z0&1KNnnEYl1gc+r{EX(#0nDoz)h7lXCRC_MlN#w6RfpsUfY|bTtQf+W%pYaK=|*c5$iV z0@kiU4BWpWgmz~>VeC<>o4|juB>8tQ<@}~oD5r=jW*O%$`gDF{xpXYoS6)L{9$hW7 z&4uQ)lQl4DMx2C@M451qGAhFwcyyqpLQW!a_!jhZxp1MSXgZuf1&UZA2h=j{f~Z)n z^2m=6wT@Q-bj}B={KM#mGp1Qu)xIS-^s>SY)`DT`aIl}S-|nBT&<)9IIYDlVK& zQ(m=*8lilS8+esxG|+(rGS1gOW_GwkJ9B5gqF6d0W#C%UBblBRB4-H!^AHa^IaD4O zgmDO`BhnB$((hBtI(rACR@_1;Qtj7iq*B~MkV6hHL&l_#rbAN3F+m-7K?*}!A$-Yz zG#zn+hr~x~UMW}7WvfTa)ED8~+&oLMUblPl5QSLfM4p`dktQ{=F0y1_WMA~u7HIHS z#-}ZsSZx?Y`o1|KrtA>vsYnB&XHP#q-$2eYgyg%T~w8Ttg*Yz7A<3E|Q(N zFYQ;BD?Qh0?-du~e9)cf0ZEq=?m<0Q^k5-JlCn{>%hl3;g^&X=oajM1$7(8F2BM!3 z2#3AtTFeFn+*~40obRm9&_B?E(ae#&;y2&PQNUotSJs7)GEeItd9jU`F;8oq^NfU; ziyiM)4IB{rCzKBV3^A&dm5stgD0_B^1m0Zyr8#p)YEX@ES#zf@lDMw^5+RL4Ign`* zX{l5+afkl7DHFYjiUOtDohDw3psSH~xSOMLPHJ|aP= z$iuCVrhA!aMYx2mjfEp}q6Lt+_yGd`dP^g7k0l@$$kNYTPI{0(;M|6HmMOg7WqJm; zWL|&xRqScr*c9oT;J)MI)p)URe>n0a-&KMo^|~PXW?v|ieKM{*^&ew52oLuPnXnJ9 zxy^Vxna91kk|d!-XNb1p4HQ*fU8F}t;&l^QGYs~A%_BNjl*}D-;j_G=r$|@AZM-3x z+cP>}K1wJh9rM9@evbw-0b%Ogmy3w2zsD*)P3}$=Wm~-_kcH`3?&WE9F$K*9H@BWM zmES9+-+C!fgoUm99}8+}CKELU*mOoqIK3&Y0mJ8Ap|}3iB2PfHkGYWm?`tK`n?TIn znPoCERLjk(#R3b-+i$-}=Ha5AH3j%#?btHiQ0Zq`^P88O>&JlyEBh?^3Lg)tKMP63 zAW@rFX?Qpa|JpRqtmS_FY%0UY-P}#nD2u3;)y1)CYqLBuiWOO`E90q->6Ap2LIo7l zubm7f@Fg}cvz6TZh~BPR)gXVV`UDRNQywcUIS}dVgST4x+=M z@En-D2EQ=q$S(-b7~S^6Y~6%06T*?6Amg?l%4E4gdAP0JH)dImY}IC$qj)HqxJGnd zkz_Xfs6BaKTOb#j{iuz<39#GS-&vt5TKaCyig@POj=+~`a7?O#1=jd;o@@)_~f$NIg%`T)P=U*E6*(i z5=dhL+iYqYp26))=oNEZp04l3gaNQ(D{@f!jkz$d+8`|*YLBEb zBSbUSCCB(iif8Yb&;kQKDCmrv=P!RFK#Eo&({*yuVf#hA3D``w+LcF5~G-lR0=Y2u&z`k6eG`MkX4C zjQ_j?JS@hDo}EwOG~y*HSTzfI{Q8iLO0k1qkG8GX0~%)=oU+xyKkwpYdFeH9he+;=HJv<0p z@cX-_H{NqYmnlXWv~zE17c2!I`JfTP{arORodj88=uINaRUC_$kv^+S{nvtyULjWYhAYG)5)ikSU-VQO2r&1%+M6h% z!>l^5h48u-x-E$W4T{La#?v;;-N>-JrE6^Ta3j>F9jt0A_jn9a0v)YusU;vJ=~U(F zDLdAkkqWjLl(3y&=dO?yWnG0NF2D1-EPvjz^HpW*Z>9C9-+E6%EX!&O@`yA&cl$hy0>!@eF=v(o8BRCp<$8fR zk&oapnW*P6P(PBzjFjdSI)9RF`wSZi?TWSPlPqQ0j{_~3o{a^RM`=OHHp7t(3Gqt8 zP$%fWuqjJpUYK(+F*ot1YB@}5vz$aZFXK@GZRxdMu?mn`xMB4)2MP?gtaaOh!h$qF z$?tek%Xp01`k_o^$R+LXOF0gKG2FbI%UgUMFj^Ggwz4pCkx5-l0JH`u^8jJ`ab)tV zHxRayl@)bU|BcK9AR}=_sDvn3sgR8ik}28OkPW?gPbFZJAo)c=EVW~KnYZ9t%qgYa z?=8)qj(0_yy{({TazO4FM5->fbGS$ktTs$ zGg%zZc$Fz#^p^E@WEkG&EYF-0DDhk!tTT)PAs^ZmF)yXt6cN=I5td_QLgAs`u0_-U zHfKwj4-)-`$AC8lN{*x`8qe1LNU!mX;>xx_V`)A8Y2*;R?o>>|ehfbOaPLcA7LW;JD z{Y*QhD%^+*bBLs&grN<)>+>3iiwY$L6)sV~^W6)!;4eJf&yZ+4syDD{ExWyzzW0s@ z<5yDicy~!#{mU#cSV`A>)|wj;c7HfVwk@JPthL1K5_~9P>APJBFZhf_OF)^vt4QPnC!g-y?N{gjm7m8GiFY5l~y60w|O^|mkey%&2L)B_{ zi^v+H4PzcAiuq$bfFh#t*y|l*9@oL!YYavFYf2!D)I)Urf82GQE?{7W(T^*tAvX2c z{!24Vp)myVJNj2i>0MMLQ4c!_X(@`9zX)wkXM5bFIf(an{rmf;I`}a`y%0)|)?o%^ zQ8P_L{A7kNA8G7(e$d6=#>-d@9z4P@RJ&5L2(tV)DMU#3PJ4chLY}4B_=ogI4*yBl zf{wK|U2u(U?DeDXgtzbIg`4Y2D*gDP+3~FLXZi;+XoMvDr5qmH9-_5`sA-zOn`|$O zSzE(;25pcWk~G4!daJT&?+}>MKB^|OWavNn0{Ee4ChMyj*l7PblGU%lp#6UatHB_~ zTLzHI;_P%VFPx(qxCwiUQVD929Mv|*ugj7sUx6Q4S>|yv(~7vlcy1`_G?D0JyDlmi zlmdf2EbJ+6G7x#n=H++{nG32EH&sX0qr>*dzt1r^nm!1o{&fF}inWl>9!;{>sLJY0 zcqoG~COc=S88R>L@wtB_dBKhTbm=s+=~*oN&{XEai0E{)Nj>{wxj4SRen{wxL3}_n z9Tw^>y-cFgA4yjMQ+UCpTPeU$o67pH=Gm`ulobUeC6N4d_Gpd@VW!Dm*(S5z9x;A) z(EKqlDUB4vWwLz^+A^1v0!oi2)6j4(zqV~{%GzdJ6I06@-3(8Rs0=#4ffS! zAdS2i8{rCJ*etc^%DI}8(Zg--shoMLJ(w+Q|C`aNl0#+kmXCf+NPm{;03nh507uS< zJN%F!IoymfGzrj{=`oS+AO(b5tu$EIMT3qU9O(NU*?SiBzfOwT)1u8YDSnI15Hxan zyIYQVNudq@1S)M20Di9yy}dM9M-7r+6S11=ix;&1iTS9tpwdl0%Bke`wOagETu1m| z!V%TLhAL_x)|13?-~4tb7&3s&nvv+7!~`tBQKLfk-`iC!&+KK}OTN4-cSJ(JVVmB_ z&f-R|@D&upvncwGOOEo)pNbaa%;DA}=-Y*#u+?6?r>%rwY{0?|I^x%cG#8vzuK1un za#THy@&juh#5k*r^aA~1mG8pMx%#9^k)R#^eBVU2dBSXU_=*ff*05yS7|`r~Lsy08 z+LEg2Ab_XW5Hh96}AGN9WjcgjJ!^+v zUDkd^YbqxcHcx*PPn)B^of)@4=vyEU!_A=!i$#`xv2wGx(een9*Q z6R;jHbig^I8~_wd_! zhSew#6uRd4l|jwI4jz6W*J@bm-;mdvFpsqaXc>F8Tg5l?V?HO!r$};y=*(rJ2;xwFHnBv`Hx`TC5|_;4yxlIBSgvNH zbmp@(d2L43mbZ~A`&jG;iqdyK-8>q|9%zE|RT%Y<{CkzdnE!mq1(t}OP?d$j3kbG@hp(I~4D z@`{T@akE2l^_2)FCr(+bL3aW*me`rDmj2LWll#|~ECky09GXW&FSq-56hj&_beX!y z=4d*WOz7BXtV2l^NFuubx=G> zq?E^9eyx2l9CuvOeYz2aDTYnUXE)lkTK*ifr;`^~44Wmg zi*-QJT)CG%#WGvUT1)pYRych{KWIqQ{ab(nY-pYYaueqHUp?XgT;sl$I5L7FA({bk zxkj)33`!X0UyiTynL226oWkSbg$QbdIX!AT<9GKWX=J~x7?LQP9T>2hx=<4oiwFp0 z;Dm%vm7K6Ai~{g9R17BqQUW7uywcxX*TOZ5*S$#2@-a8OMFNX>ndP!fgC~a;cxSfn z&Rt~M+k(M(o}eAc}%&+<98x<^8eVSP7OJ~`-~ajgWj@=M+4bKgS8aEh1Qv_3p# z9ynAiV8`~Ni6V>mvlxSJ^7GN&qlh~GpR*k`Mz{(faGIMiYz&vV;NQ^`#aGr+PC1P^ zR6jmBbYnh{g00!wS3J37huROZSFH_fZdLyD=t;m&}b(yZ0dm{uBr^3{kb{$}p$ z{bAMlm=Qt#@^uAOTNi*@HYY+aRyG8XkEBC)ddii(mv-15Sq%g8%ogRd0`-eqh6v1B zZbx{3l4FZhUw%*UP^{3mWqi5JDD%|UMcH%H>>kZ7ZS@rIPFTR(2#8YmDW52!OWe%> z0Hp~sh#pd5qFX$801VEP;3y>w`psWih74NFG%IhKK$~s7?qn25|7b`o`~g>KkXjV+ z6vY{lz+qlXp^v`V#qXGcT^3i&kzBcFOR+o-)~EnfxGWsdtVX{l|Lil%q-8UL4x<5^ zB|@|E40<|Q4TwmbQs1^@=~vQD89>&`p(NH~cdp*e%fbLC9j9fomue_r!Fl0@+2Q%< zEI1-k8Z=cVysdt49dvCm4jcfdy1THkb>_5N%)Xu)JY8e$&D>nr7=&t zqlILu>?+)8$dSI?1~CNVewbikFkueHEas>+r$NH*(4Al;{8ugO5YC)Bzua);RB^VTntw`&~OgU9Q3 z(oQjXwqFQI7(2md7}cI>H~NA1FDPEfJt-04x*@AsV}UaP!nh<|1E8%llP9y679oDuKrWm=p$ z1l^D-A6Ql*8F76|4<7+vAw+3nGFXSNiKZdC$j-4->%WzA=QJ-(P9a#ZfANb&cAhm{ zg-b=_fKl~f1~XeSb8|5r@IWW0iljVRR}TkKIn1%ef9jNz2doEGa8-WTCNm_eBt_6R zwU@cC`?Ve>eh>Q$0j+s~FsjfU#?BXjEw|6WkU5~B6&}1=A&9!90N(cwVjjFM4`4U% zoExfSaQpQncXq|~lmF^V+Uq!fX9)}jcFZK&!`y^hcauG12rC-W-9YPOpCI>!J4m>q zOz@4@ktaNH>*-NwFhLmg(ObEqKDy;Yy0CF~>0)xpar}6)(kv>m1eQ}-$1#RUixy0F z(So9_%&)gnucf7ju<&RH{vN#F05Y0>Fmvfb!SN=+a1~tw;}4|(a+;rCf+7jt1BCCQ zs75^50E|%UwLEcGc}?NV{r!6Cx^a0ohfg9Ualt9X*_ay1BvEm}{3v3V>hUB|xs+vR zIVO9h{joMMczsxP^$SafVv%KxXsHvPAj|4;Ik4wtYT>Uab}bLt>$dWmO=WRJ&v>y{ zFZ;Z02oba4<>O@X6;zd-xrjSo)$P6=#(a2qqqFK(pGO_Bb1rAS^Ghn8*~agi`E{6k z_V&G(sekUH>Xa#o)@(8q-~6yqUi88wu;PitW8-+5k{hn21a`k(4uKNl?> zPn=qKdqOLhe%ZkSpcZhKgc4_e+V+IR67trZBKrjsrMQ)%W5kq$#b3KF{?LZ`l}*OV z#b0(V{_=*n*FnW48fkG#j%Vl3#GS8y?SA%$w$HC9iq$4Ezuziq5V%|C`zwdbE>l?U z1XbrPk+=yts@|@rQFpYv>GHn>??|M)?t&c^U&#`+_UXesk_c|>2p4R$#fn+svs=gI z%tMKESoSMuV|+=nrN;FWjVFnC3~C2YT0Y~~fBRVEZ3#W#&vhv*d1XQyPh52ScWFcb z)$r%cga}_YEA^E6Oug#IB6o{$kzz3a&K>bRpBFAQdKZ%TX5~2b%rAr-}GU z`#!2qIHIe^k+@H*SK8Ms|4AKcU{}Aisx6i$GvID#{Ikj|UqL5mSRL$tK=JyQ1a_oM zQ19nNtk==V*2585ARr4@Sa*`>Lx-KLMnIVR=hS+Ia-Qs@sd>Ip=-W%O^ldL95xgm$ zo{>8ENpvU@b){Tx6d#)0rlmp3jLNz+pm43+lBDvkhx8_ABAm#$-O_9xh&VT`aHO}y z_B=(?Vh*|R6k4~4`&g4u-iV|A%cPqs*o7@R_*`N7ic)~@i-*dGnr?{|b za}Q_9l*%v1clTGYYpb>#a5b~P zG;@5Grkwi27U!MEz}zqPgIePq90iSGviUVqmfG!+Dk@x*ghle(>_z8m47NXV6zt}L zf9MI{S}kNe`J|Y~2pdncdMu2aCNP9#wOsn~tmApBb+D z^KORTBS%^F2bmdsjV{1MArjOWGUA&TqOrqxy=%hX&h<3@o|_WZBA%W;KT zIwZr1$g4-Y38I38S!40C0Meq=F0i$UG`>SVq44$18Hw zO|*F0*1%Gkm*;Zcw=9h^9j#M0g10LqJ86uP(E1&Mc{>y$)orf5?>S?AUBaai{C~ikYg!Ow)h;t`=pSHzhl_GzXo_FdO zGbKPkJ$CIH7%e+AnQFr0{(2|2D*>2bwpnTNn=L4~5$4EuZsB0`Npg@Ac?aKk5hebF z5uX=%4=b*+CW8A31Xl%$==c9_3sQOM#nb1wDVp4$J(6IWon@=0xZk`_*{Fb`e_hhRR&Y= z{Z$-ayEW}-4(uNJ!Ds5aj5iJZHoeA3!-i7fJmeyzc_JqN`tEXg^F77B%^C3($AKXC zMQb;CzzfL?4{4-?68`5!K8axhUI&o+5z9-jx%p;{vfc1ECY}Ai+Hqeeg82^ zGuPF0cFn8(2RJQEmUG?_{p1C=X3B=ax{(90GJ{vY5Qqkov5tLmRV&9&C#;6+*E8JK zvD&uCTa(9&yS=|C@;u2mu!EB49hamuW@zwN8x2Hi43$j2l&3u;8w)AsFAg$o97U^Ldn$<`VnDMSW@Y)vjGFubS=W|V5{ z^xcCOCUNOYC(|0QcY49Jm0_T!UVg8Uc+~f*FbR&B)g*<-0|Zuvg_Stg<{C6144arI z3joqB)z~@P28^$*BdObiWb-*0EPt%LeN&z+Am^Oa%ICqs>EV27=4}G}%E0OU#~Q~7 zDGxDa?gMFMys8+%OK9QK@6it60gf2KCU+0rll1_A$lm(hB^A{)@*9IdgpPN7Q6%8E zCe4>-^UE%jZy31s!uWJI#HG$v6pb+jQ=1|!aQq3H12FaaYK{4pmjnNiX3O7@<-d2( zBp?v`@*CeuoA`#%I*0;)wZ2r6_R4#AkRl3f*B|Ky%MZWn^$DYE|9im3?Pjl!udUeu zjSb^G%ID;<$lR>-Z~Afw02{R>KEJB;A;AT9pP3s`e(1gMXyH#hhcp;J1Ox?<)Q7EGEHNPR6v1+nROm!jG zV~six))#O35~uM6=TYj*&4kE}Rc^cd?I0%94!-ColvRZvVp2k;6t0PU`Hd7*nOIP4 z{m&o&v1+2Mk*T5nDSBS{r?~ZD&fnnBVOG$Lv6Y(#|L!S7W^LX$TXYHghOT@qZ~s2L z0BV2K;o<7{Lj#xmrT>q^l{RB9opZg;mS^cSRl+2`C|Tw)tK-YMG9zAP(XhDYA#IoX zd}@5s2^T(L(aBqKm3!owo(U?_wFKk6@0R*xKhQJ*bOiC`RXm(h0N-fogA}h5DMr=C zy*!+jV;$`??HMcKKq5!24tOxlt4O=3jYXvI3Ps(AMSqI@Tk~I#$78o9RCFd%c7}_U;1Xl#Be*1JO85w`aX-aD`7I}Oj8~c-XHFa`i@Qm!(VQjYM04An6fL8d z`oji2EPyD^PS@Bi^(dhBHr2x*N(YC!f;h+R+?IoUB!U-9Rt{4xY<>T)x&V5$wZIZd zR*R9b=Bpf))qGNQ*cTU1-4z>+aC$QJmRC7(`$DOgDxBGGykF(4Cte1~WwiC)<>W}= zUnrBv%wsZu+!k4YoH&eL0f6;AS+HQTLYU*~0@zic6{5v5`jmn@ToJ-+7^$2%79QNE ztRO2?bFzcng{Nx}tEVW`-fQ{GIVULaP`+jC+6il zj9JScfnDltL%|2OxVgOaJf{#o=o~F;GfHfF)oNX<@AuWT_}+{n_`ZZVV2h*lfRe?+ zjvIaW7WzlU-Da_M`n%uiidZ!+$C0}5=kzbHMabg8znJhYuLO^|;0y|$pbpTY5FEgA1gr0>Q@*zC;+-{_X8o?fz4l@uOn zFwj^$l%FYpPYndUO)qUYdC!8qJ9yZgQEyuAfMA+1K9URXUs zK?*c~NpoK-IDj`alKA27!5>7w;+{5evZ2=j-=t$#4zrKnAwpu zN8*G~q&&oo>`wxji(c%ALDc5S8I4mb#Ws4O#qet@#f2;N|Fh&3MBCF4D}dkh-+mJn zMB2j_%Sv-)u*f#lF3xeuN^@Z_$u?9k&T-C4b1o>oDaX5WPko%4^7u4Gs(}s8|F*k? zS6wqwcUwVN%@up<)JjCb#H;7Dga$=|l3QK413r}yL{YYcqni7tW3r@umyPnfB7LQ7 zV!A4EJP&o>*Ldjz8$HKYYj#s6(E2yFsPj&WZ=YX82puSJVliCKi9??3WIQofhP?KO zx?0CBrrbO8vCnpI$#&PSh{;RLD4{fM{Dp%0)NMTV$7Iv7wG=nkQg?r0kFCy2O6sHM z{h_4FZBs>ivtW}Fuc3Jn={W5dpAUJTKLtbFv>!EZ%?|QK;+Zp|dJR;rlm-3fKj|Xh zB~wV8d)cb3c|q0yYS(|Ya6^rBH7UTBwY)vznSEbQeltm(S&8E=B;3%sV^80NOn`jv--Hi3I_rw{Po?>k}^HxdK+sU7^Sl7 z0$HDy%5eU!Fut%)Bqyh`h&=k^q~@jf*kjPQN6Qu4Q8L5;H5AvKH2JKg;zyVi$yJX$ zZgwn<%N-$G7n*f$h5gmQ#txl3#7JwgT()>H<4WmwB%>=mE`wi>S3AQXehdXPC1Alb z7Pf1JVKt;Yf&b&-Soc73ckFF!igcSE&%Ir(mYCIs*+wjGN4?T7KlA?Q_$+EyE+nl5o z1;+P9w+9~j+Hsfi!lg0Z8}q8}T^C(+XWgLg82e~D_4@G)~cl}}Ufw>qMlY`(!vw+Y{ibTm3yTvg_xXUP$Ay(sC(n=n~tdUQ_aQ@9JgE+;CI3jv7vnIoz#>bg} z5z=6pU6myNhNS2zQ@;x_)Aw5?R7O77h5Vm4dh)!8RIGfga-Y;kK*jO*cE z(po;iyeGCNWmi6MSn@DcCvhIt)M7-1CeWE>8gobn_4<3x>==yQ4ZgrhAvjB>|0HlizkvIvcY z=eWVW!YuUXzZ$z<1kfbC6F&?nD^Th8VzFdvS6mfYa@D^H6bwl{0s7uOF$riofZ2j3h% zqZ(@7qL0qbwo=pQpX7?Q!gP4wV2_GRK+C2*jYx0Y3wnc3`%`PWUB9Hg>1mL3aKtl_ zh{9fztV7mxI|`**!d`U8lP5YOK^7xHk01B#rVt6XunD!y5&2F?;FKA-KTwFt63xpEkqukpL* zrWBH>i=z<^kDpas4F_NwSHn@q@rp%}wlv1ifIDG|$gzn53kyipEw9CL9xMvOaD9aFk7Qs`A- zW88y;9!#ewO!xg>4?;EB2VD&H?O4`2-JO$@GC9~a`8ASEK0l+iwsQ1dYl>Uv=xw$p z;xLrWQYx*UUz=q4Ibr%n6lj+Vd=uZDYrs02=e_7A<$k7W@cnXaA}KcgwOQm*jeERH zior9E=g>SG*>zw0QwZC0C|DUGF)Y}+jx(6ZJo?1@-nNL2rfYfbyHe3tSs>pY;NM=I zZs}uc3BT76AAc?Bb4ePii20k$yVBaI#OmGmR0V?gr*ZEI$O0qGh>;f;^BLI5yBJZS zcQ53USdpCwa-Lkt<#@CjOJ??BOlwqDJ~iN`Q`FY+Kz=hv_wX zk^4PWAH5<+rVOES(;4~Fswh1pDfHIqZFqh*!eB6?suIQEObwL{CUDc0t5!$#idfMj ztA?WfV8|2+u^p$Gn#?mc89ochJDG@v)bClz5#XNLp^#t}ZQ#M8QJh~cJfF8h6G`0c zJmNFvWPX7pKMc`ltgo-+9m2k3`}6bUvB`^qR8o5RM50PF^r)Dp_Ru!bcm_ZfmSw{1 zRJDwSjQ-}Wu?07z%ej&1rU8_U6Vw>KOnK3je7f1I(Z)-rik)mC&S&cjhpq~x3^6J!h;y!<|S4FzZK=Kiz=JoN{(@7=HCa@{E+oiKyqK)Q@bXdyM z5YjgWojzZ>-72N|h{TC92H&_ub73dXV}60!EDtD1A7izSr}w{Eiq};5S2m$`Jyth3 zWlu~DHt6#C$)evt)~5^)f0=EyY~$d#eyx9os?jvZJL~$P1w-;WfT8oG43809s27Do z)_s?$kOgLpMV@^?whdlk3(R;yg@j24UgD~{tQM@9abD z>q3o1^{vpf9*IBW^qRvC`xG2h2<4n#R%0Xd4Y5vF7#pIv95|5J2T#w zg~fo}D$kSGjYx`7oi#809ff#{8U$5Y4f#Kf^8^uD5F_i*PR2!YB zK0`AL99#cHQ*uW)n(`{@zQy~@0}0dRy!{1C8O6@6CPAhqQBpsmd)N9ADb!7?BRZq? zy!fPEl}w|!5)MW29A5UiG!%w#yT~8eA<={a0U<^0McgpEDh<10;<73rLe#q|xfC<(?);U~FINyDH!TOjb0u{l zd}7&+{AnJ{UX9IoF+>Oxy@34nh^mBir|yCqs)^arNJLHrB0S@_p2g7!UTEMWj=gu& z57IWvp{d^#MkJ|)dKIEKCl11>(vH;r3@~ID7zr?EnKPifpM@;N39^rc{~#i)2!_6o za!jI38KoyG_T{o44^*{4aD6Q(lg-)UH-LZQq|*_#<1b%9ngDAnK4nW!Q>e&*?<^J! z;t!@S+}BSM!=-)MHit-_ZHraWY6;VDtw(>7syu@yMx>ik4AS+#e{Og_@N|R+_mpSn zeLARhKuuBSacf`6a>@JwiNj@wEYKrIQe|lr|AX*v$5LXk|en#Bz*H2CGMA8feJWuVj43>;)@6^f3VrJDg zyU#!Jp2m{QH;@b7A5906vB;^6ru$5oObMc(aXQhySqyq{8S`sdsM3=Ock$UZTgYY@ zExXy~<|*W*bpkcdUSpt}yWgA3k(QA=1Me#|B!ZIpM|CS&3g6t^v|(>!9|(+kUT9>DTz`Y2OWQ14Zoi&NYk8IO}K2ha2s zN84G#&240|+%r|H93RkVg~+%ptI}9ZjW%M)ztX`wHG?)7(ux0)C4ETk%@j2+Shwt^ zGDAxJtI*N`wRt&*R(*fbfP&UyZq$Q`l>6spXmGNF1L~CrGWuU8Jg%aQ)(;YM^9wxh z+^((B-=tftjd~QZxRiitG>?V8aS0o;DvYR~Ttm^Cm+e&gB&mg~`zJ5mn<=FqoiF4p zYfmMPw2y1Gtu}=SrYk1`La4=$e&k~VDhZ8@0uBx5inAC0%9w1SnZI1|4@*bJb1AYN z0vk){O8ql-dlRS^+#TT}#xOVtjAi9$>`$1o9?*bCkLX+eZ#b?$2U)xd2N0XYYnTp$ z@Zj&8W!x5Oh{bjGC>y_n$Tv7eZ-Sm*p%Jp~kg@6I4@fis2&kW@18=wFj4{)pr#7_NnqksS5BJYrWSb=uW5JSos7 zh?q~Pbk{#I4-#y_Uz(pG15`l(q+){g=GBT&AyR5Vc2LgnrX3=jR>(pL{wNOQk2k}W z1*+|{ja~mY<9gU{Y955vI`t-8vQGdu=?}y)iqVABEeAXnY6!(Qjk;E$h^SlY8Yaz> zImF!JyX1HrC&YegFq&zpT6a5baJ(IN28j4(Z$6kkdLT;=>vflCw})o}a3oyBPBo-I z0XW0J>C7wyE-q0cP+kg6gN98ma^xDOj*(N4O#*?5N$Pjh&TY$hajF-05P@c zdBuMmVXUy;b{#MQ&Moc&P7K!!IKpA=78vgPzlK};6IQGT)Zx)_AN;^`ZiP3+(BdrA zIKt;akP>(niXXk>X|Kg$PTvzRaOhC{zBW>H__mpTM>Mv}Er6)JEXeMJ--f01k#6Yk zFmFJ;5R%E4YyPjMOgmgDW56A*0@>Aih=>ZJ7knImyL+L|@A~kKlr(#2a0-iDm=>_h z3MM-|4W+Lw`j{{A`OBj@t6Vel#k!{Y4ft%lMP+MZ|XaeBm!ZRgYV zmQ5A*$qwBvH(&~`zTjgW_4+Gr!2^nav+bq~92WVEX6ls%Cn{jDlfvEsV%8e3QfMfVsOTAYi!l}=B75(E0H)qoG-R<~I z|Ax5WVp%p@5;`j*)MAp*0PTQ8cfuqsOb-RVja^3i++gFQ!07A=H9qZwEW2VV^FZe*BTH>42(SLprvVwnX5;}4;CQ9|`z?~HVZ26|& zv6?QMNy=joeUp)rwd}XaQ|XXEy~Q||q~+%Mea5h>6ivSGcF=i&VQ40)01FWPS}yV3 zbx|a=fae(CVPEU|=dIO;!7}5#_jgtqV_gUhJQp(tlMWvj?vmB)>PO@5{Tq$D3m;56 zav?nMO`7eurwEMUQ1VWCK9F*g=@oCFYdAn|zFHzSyB!3~o00MS1dor7BMT&Na3_!B zaT&nkqrJ%iK-;)jVZLPnf~?`gDDBhA+Tv@2VTXsMh|Kx}3nu{0zsGl$ZX^CWj+}f+vsvQ;)Si_kw3$d0==9mACZ3RzlK@n8c$UCUYHT zYg~VhK(_H;3Wodk?9Vr!paES%4>EN_4Sngnm6paW^o>S;a?+_GURS4OUc?jV)^#&N z8Y+7hTcaZj4hO!Ci~SrN#!l}TRZqKFo& zrT(bxp@(dzROC7Bg@VKe4UQ8lZ<(Z)_uGX0nk^vvX4O*n1^9&v>IUsYMWIS65AKuK z6YOpl@698XQwHL5;x}1^sBFq;_9Dj=&56bF1oRTTifoF?Vk#pk0j5``PJ6u9qzCsc z(^w`Y#pf~|v6`HcyZbG%?40!L{@~--ryq!y0E2(gozJOPn!8yK_i*ODB03MvU516y zn0uWERMGZvZP;MSl;u!onL5i>44&YHRE?2qW;7B3D{Ok1Z@wJE&vt+^n&W)B?cKZO zyeKlBcT$-anq%$)snB|#jhimG;qiC(H9>p3ld#8z?w+@UcMKGS213!gLJ$%=W3a z9NEs%H}z>j9h@d!N$G}-ucS-0yxee_B)N7l!H3>^GgnL8-(TVtM%I5`fQ|)hSWS{F zIW)fT2th%-HT5cw!FlR$OSj5#3BHGGyf7`HSUwUrjFkd;T|>z;F=LPJ!;{#}=m$3=iV;r1)e z0Ok*f@9_`2P*>E!I1vSQkZZs6>8SH?EkZ7wD97FfGd;_?duJ^|Ae_kGz6x`+F1Y=RkG zXMq-GMs!b;Y`K-b9gntnj;;GKl*Z+Ggd$0uUZx@Gwp-mJXra%><%8x<9&?_Z? zN@_nv^}CHHH|BjJ3x($Mb?suDfl(HrDYz-6!rvk6_)o#TZl+?yQgrdWc???5cn{XT zT~B6RUO9zp0t3EviBh*7LU{>qusET7+C8mhT%BDYZ zwB7H^{Gv%AX5JYV;|wJjN%+;5|ApWVkU22gSsEw6vn0CNuuAdkk#Pmvuk|BQf$bEr z@dp`4?NTY@AaxSc#pDxyW7~YLfXOZrQGO$V@tN9r289Ht!>;01>trPh9Q9A%>33>m zNJ69;{GsXZrp_=XCvj!;l6QI_n(-zgS3ET_;8jiU0>rG;#`f1IR0`+L@3FDcdOiP|XCLZ_lb1LgZ;y z>p#XYXEjnPYi><9I8do1)Dp1rk(gZIXJACjd;_yi&obs_wJLT+8!I!A(Abm=PqMuZ*&1dj-9l~55Q!Y1^!lUF> z6=c)NU!<{B@~CR=z@-)iT*pX1pQl2-E)Q+V50h1(;gDD{`B2)0t@6AxdLhRug7+78 ztfCE64V_Hr`*IcOF}Lb{JW`HCU21UmY8D3WRU!T<3ZfC!?t+AG{&0MVcAUZA{?JTU zjvm$NS(zjha|8h=RQw1qg)mOBcr=P_T-7(kM<$#dW5IF0ei~vVRB|mRvRmU;$VU4H z^G`eld;ZA6XtLFUU((|EgGRg6mGhrplhjdOiOpJq=OF*p%}TsV%IOcr=@2|yD$SSQ zT~$Z(lip`FJlPgtMW*+LaMb1y62JdlJGFvMZRe6~K_{TY%+aLski)~O$%dUD5Oh;#;xcSvu!8i8R%ZH`u1-BR7+Z5dOJKd;KLg}TKvWk^C?@HBBc z^K*OD<`pKwZEUMB5@YkGDrsc=kBlFop+;4tR4+pAdLWfrI|aR)rSP=NE=6D?@#1sp z4i+N=ze*G>zwiKT*?e4n8>(r|Mybk?Ax0GH{RsBtBiVD;qT3G+Nc#CW+&?<1b9eT! zkGPw*UWmSO+AE*9KVmP<7Z<|6|6K6L(o>VAT$tt_gm`=QR42rN#AjIjH0beio})!? zM(M9OF2(kE@-aOD@44WtX+`?+Cqprq!OVP6nPDfnayNQSDm&erM<9^3c%P1*2Puf6 z#n{1JDmaL?vk%LeL87yIgs~tZ#7}w=>zcwL7Poo$ERx=}(@gMQM<&5`X0qma)6S*b z41eA;)dBvM>=S}#BVX8{I@R+UI=Xs^oa&mLqDk$RQYz}e$kTvqzpFS}Tx%)(-HPcr z@)tRFt3wsV@?4DKFxDK;w9Zvc^QyF1wh2fTp`Vg?%WPg_*Os0h1m{N9Q8y?vQdN^` zVGBLwJbYiq;xOQAq)ERKdCS}Yg*jD`D$8swMgZcjhVa$Aa`DQG@z{7$a*}L!Ytd{DW}<97|a45B9oX5q2rWTCG3DQ7;Lq?YB%$DH2!mjv(uzohA{x zlcvho^y^P*!qEN}oSBve5>*c$ngzbLJDA%e@-Q2|SeH|?TbWyFL;}I7l0CiCkV_%E z=m+5zT+SJrFv9i6+2|K$1t3CizLe0_1^NYJ1Z3sGr=o?0slLm|0aUevcW-E36VM4`5ckMi>1dSM9H#;B8_&__L-Z&UM+hv3)Vw ze||}GjsAda3EjD?WxwZKq-~${!KacUJOfpfYU2m>+Zc%(vk$n)A2`42l5>MTm_qCP zIPO*xk8alVz~?>A;hXUXX*j_d&FjiAJn5DPcBwdclCuxypGXI?LoWoAxkhepoP5{8UK_$Xjk z;5jfNXW-TlaFmTp$)j>pTM%fu#kWUyevoq#$EvC(Cu|CcHfEC{HDqCQ!y?Sl2#qTO z)0iy2Drrf4n}!st#>|^T^b+d8Ae%+GiI!l(U<{9^?R5_R?}COhv|k#rS8Zko2?cqT z!EJA5MC7dcK<7*~vLrv*@F`&->7sjOa1GK&t;oSR9?xjA2u9BJMCBRmr3U1Fwol=d zi~=Rp@2lmxtBGu)M>Aaly8qO7K1wU#F9M^?kE;Ke+gb4Sc=a(G$~OD)=#Kt;HTL-l zArrGC9QR=Jol9_U_NUItIF3mRZxm)550sIICG2Fa)bxC*)FNFTvBmSICRAxJ0u2fb zHp@E5qZn$!TM5!e4c=dl`^?g{_L=4?VJG?cx018(Z0&g5ii8rzzIpH|8ZB0z2|9;K zLU)WTnqd=uK*cbGDGm1W5dhcr0ve$Y2&r&LKHnF#J_oLeGRj}XpP$cHk%rPg;P`Z% zy?-|!b%hO7ZiBz$3YaBM8lM&pP>y&wL2Yx8`Wm%^ztZ1ZHOM`}52nP0ab1f%j!eqF z`bi5cte_%s6M(-Gv5sD@*cLpTi%sH+SiRq5e(GJJ*@j59QQ(+9)XVch#Qc&lX|-*Q zA5nv}O*xh6>ELWwbd*O+REh=ajCBkMNTHZGKCZhL&OV?EC#mE$;)IA7!umqi^f|fa zuyZ~=fHy_iMR-(7A4XqfKCa#JAilqE7r$#Aga(9khpc7zy`gK9mHd7wO7iKLyFmeF z)-??C}!cnqXI5R>Os zk1(oX%u^Kg!WdOcaBtTx2>s4{D8XaBA9>Z*7};+Z4*v89m$IV@#T!ByTgDb4m5U#( zsA;fCsOdXtvV!(+H{`k|G^*7-%;ILFZ&F_Ojd(#b%~L5cyCGxaMgr@v6Y^IxGP5bu z9nqhV#4~UW;qtsM-_I&SS(;%wH}&w6@brROl%8bJ+^&?Uj}$M;V&2~Q7~90J2%|5u z&baOR1Aoo@DRhWIyV;C*bd2H4&m;xvN-BH+vj>aT*POdX+zyFccybTPQEsuhyy7I~ zahGrwBW}{5ANi{pN?iJ2|4ffY9x)Wz2(JlAZJ;B#e@ooSFH)gMfI%}#e>SgjA9G05 z#@JMYq$WyCIXj!oDj;_UGYGWWp}!Pm&I;kR6Z?ZZhnqVZ%tzd6Rb`WT*abYId;(F3 z6fG+A&fvFoYqzDCnO^RBAu`O35`!xiNR-eo>-o5pt73X;;=sI5rNn48A(M zPr*-9TtrhBmy%OHGBe5sFqrx3Yc*sr-h{S9(pd?K#)%5Dyjn+PE6&$V1GB@e_+ zqCL-&S0BTkYCvB3Z8t0zqknK{7!vwyB5^#n*EFGP z_$P@$kqR+O>>yb8*&xC(-UJ64(>7Xzh$*Ok;*SAgR{+IV{D|t7v9^f1%&uJDB2WQ0 znRdlXZqit45c@;3rNBz^Y%EKgLT2c*qCi1C^||C>K{164%4A7@0uN`} z$yIXkhS?Tm$?jaJQd(RmC9+;!9i-G~D7iA@DRB-=*Kfg6HR?aGly_Uk!gm#)F5;)? z88HY=I$bC#<%rg%ii6Qe4#Uyp+yEKNfgd~4sVPAs*5c2nmM7HjCLEIBs4@WZ2A*Rw zqx)B5AcbX6bJ)|$!?G7k?FW8<f?TPO49z=2$Y`RCATFa8{J6kcosQ1kpOD`P5Hhi>~>+={;W#}_#5N6MbwWI1jikUkZaL=cs4+#NyS95BhhnZL;8-%=n1e&tkpv)&HZx0E~&tE8j> zBZcWa@bjpT_KW(w<`{4#FLJJTH8G=+T0d1NRq&^XGY>t6%~0Sii0Pi0qCb<*DFIC! zMpsZ}$%)$XcZ}%&u*vnVk20dWW;DZ2iL2i2-&@X&dVh`l_#S{LBVP!B zxHDy9aX(sTQ|Eb#L5P9FbW~%PSb#XHd1sPfJ?-p31O!?@@=NvaI9X#lUI==gd7uj2 z;_!3N8`5$}V)$sga!ktlLRwO<2VUPuLSK6+pfq$}$iz7c`gyUS z2zGlrg&$d}Vj6WxJO2(GcYi{J?76d2JOROo!}?3Yv+%>D)}5=T-y&49PZib?TK%3l zScO2LPW65RT6rp z1JT_J3Ft2c_aV>l{0T_lxQ1gqtudCmF6G~R&+?k0kNNhjay(*y;@EP)i;oB}t#oXM z_xDfaeb28KD3x1kNkQ`NNP(eQBv4wC40Hv0JnrS0Fw1ggC+XELG?T(@Z6SNdKa4*6 zJ*=3y(xf5m@!(5(Q)*gs6xRYzet!03vSQ0EwnGk$ug#OMChP-QGQd2+zl)t?ytSo! zmvTrf!cb&MJhp;={7S)oS%POQq zxH`7aoP~DD?r`Ycn+nlb@aQZQmq%AKxPUk^p5p&w>#YN#c)#~=nw4BiI+iZ!lw7)7 z8tLv@B&EBN4gpsh1VmC0VQG+-r5kAk1QZmW;r;pk{(Ju7%ssQS!^Z4=pL3npCHKh4 zg;G4V*=PLEHrSdm7I4KRK_@6W62cTPOQ48Nia_ALylBQJlJAhz%#|$i$OabIy9c{! zw@N_;f1z~=eq#d8INQ=Y1g4rhK0ti2CcT3X#6d@LlNRg3e z89B8nElnW5$IE73EghLbh5g+y~!MXUp?&#U$e>=*6L5EYS) zdCsoE^dUq1H$(&C@rwgV*JEEtt|ULTZwlRDom=c5Ur%)PFRvYHwj6OJ_g7>ip5^jyRrQ(?4Sa8zGB!N#PS%F_V#nZ@u3$qpHa9>B~cTcSBLpd$jTM;DY*P?w}8+x!xyQA!d4p635aL@vH_9D zUUfz!!lcQhAabQ4(hbhwZRnO$!4S})8(HG*9j%fB(3Ax|W(0Xs!6U?f_|3!MZH(8L z8T6JsR49%NC$aj$9|1bEC7<&G)bTaxpYz>jbUyS0>t4BVw-CaSO3dQ zQVExwJHzh>^>}fq?~%HKt8L9%p7vsX+?5q{l@fh$eIBZ~)ZMwcZ9nBaztNVBsiq=R zjvYV2XT<`~9*;7_5nt6%uhhULpdG8mzsmQhc&}f9`S=jJM#rF_GI~AD6b7ebv9z&N zc!AfTffj(Fg+bC?`Y81~giZibS;g;w{I9H{1puw!?!pxX3Ep zi%-_$#89db7nO{}opKnMNQvzwlolFn)0esTu5I4Rv2j`D5mP%2!s=zY;ugst*|cTw zfKmA#ua;-AN9{nWu$LZ~Aek>;#V}aPUWEv4isb~eQ$uA>f?A5Uy?j&K?Mr6|6G(#{ z2fefr43?$zWhbvJ#(rU%`%O6?C?<9bzI&7^MLf<#g;(YCF(N{&UBSRNg9PIiaLQ}& z3AN7P4R_&e3UFxuG466BW|YZ zie13%Nt_2roGIx6+KjOXmJM8H%LC=;3fdpup%Ky4J?hy=flD6;9Am)L?~fetk!TBM zS8Z?Nee;<5R}nr>13r~nv*fHCP9Y53P1Y4FpSPL+Boaomh>X7}3@CyZ{ETRnvm5f8 z{i!mQ^!eP0V_!&rD$9>rS~myDbLr!PPk}0r;Zau2BR%YQ!-B$uaavlv_NbgbSnx^R-J@aSU=7LPY|>_3EwY`;&Kd4-?ey;S zB+62tmQKk=vSoREw6S2EcV!?;W@rVr)COMnu$np#nt^DMGd`4(sz2Z zDF?vmRE-kB)w?va6XFDV8l;SRwnH=yd58&u7EqO5aKrsqi&Jq0ycsvr_j=4jJ}Keg zr^RvaDXj}Ls2uxd=*j{Alos;b5kino^XAiXHBF)KezXy91pkyHAz2?Ngkrjm(EEhHbkEgsVub}KIbcHAFJZwHOZD{K1Q0i1|=8Es;U#<5tbQW z4PF)zzo-J=A*p6pZ~+<oU~Pz zz6xP|9fQJqJ?+HP-rC{c1^TJhe78oiM(_VcKjMA!smPw<;|pJcSt3=G)JM3BKB(cXY zvX=aBktOj_l7xg~Szxzi67N*D?B_pb!0jazVuM+n#rj=ZXZB3Uc$ByXr-cJ4cMM!2 zouR5&Dk7EtSGi#OLgzT8Yvr znp*swZuad-n7;KrH#U0S68x(VcA|5@D;JYBf39;0PE3W+t`I_0_ zcjJ*Og(4LH#!??A8}B6_vY}O)ki_Bwd@zn_f&F`t6 z{-v+e$ODE82^-fQHkwC(;TGPsU%y+tkl#XkZnn|xj4FvNqX-+$3JQ$>#w=K=ofBhd zK7$oz{)FCc_!Mx|40ya%E&>HK_E9BKc!Kv@>caz^LXrj;2Zz^RlVO8~)qaB#6qAiW zBG1Ys=t80pjDuVlW*nRB>rtNR#t6WTQlE+7y@c_03UE*WO{)Z>#I^+cQ~tF&aI1O0 zb00RnTvPnHLrf!Yvl!xfgM~PW;)7x1E-_YhR1$VhjwK%OsR;i0722cDtX!D)bJcOX zYx1cpg(WKT0cK@&u(EI5^6A6E{yF2c1$~K4bq}?qwAkUudO6v^#YK z=Qu>;j5uXVk_m6zEv45$H1&GzZOW9pb}4NkJL&aY^3)o?@7<3l`$?Y~N9ovtEtC2D zELZ50Wm!)5lgxx7EjSgrSeo42=!yEqkW)QvUK^kP^>qnpU5ByjRS$JO0 z%8Utv#q{eg>(WLnZV;MduqC8@E_!~z@;*Lh?Ng(hC=bS@*u?SEyM5bZgd0dIs|F(YC=RU&V_X7~MOdwW@6-#<@` zheU0xXGlt`xHdFBU|pdo&-`X+>fUoF|M}_|EfxL;DzBgIc^5upi|t~UF7IT};r_bR zJFW#HP$AYgL{6kyN%CSh+4AjoU3$C>I}lpgCwc-)g>?C;x{mxW(t>W1jri4xA5DMygSby$hnU)I+*t3 zmz7y=gT4aHB=}8Bo|Dbh$`U%R9ta5DdF4dM6|#sr!mQQyO2&P%e&~9I7q803@ZLGf zL#lNM`2Rn42$h5^Gnh@1phT6tT=?Bj6n@$D9P3vi}kRf1DjL1?N=}#NxP;Np*pK!@XYizY+E`6=b?@t~vlWm`GHZ?8_ z(7{ikvXv_qQG6O8<6kn)%r-03-W94@K-%8ex=7xT{Rz;=F~tV$jp_j8s*<3~bTW3! z&y^Tugyd)@5iIZ=pPvs@V&kTl*jway~LsrLe? zGRu!?Cn+FPY?-5m8Vv|8C4tytQ$Sb!H2?rQ0dUF&&q!VzlcOciD>Du4G9sf<uUYYXHSqtl+}HFpM<+!nOz!}M1_eb+T)6k=niNj z-UA5L5i8y*;A?LPDIgdrdPGpGM9QAF|EE@Yf`)a3q>4U}14V{^eV&SC{ogfOtrlW^ z9rq-Cs>9Z8dJRyk{U89k1y?0#0np3>i~Q6l#}>9j?qdtkKK$w@%O2N?J%=(jQgZtM zrXr1kIGW!Qy1%}_p*K~$;+^;>W!r|~$?6E6I-*e%@68qxO2APwL@${D&>c?0?TxyV zE}A;-Wt~$~?2V)b5Zi<<{xVj1(Wp$Y#QY)pHzN&>k&GvE=a%r{j0PCaj282*{`T;$ zOC`gJf}XT6W{3F+DZE%^w6cOBx3)O4MPK>kO#z@%c|7#D>5{&F`q;b{bm@tudN7cm z=~$}HfR$Ut(25Yw=FO}`pa4)%-NqVLAn~lvbfxgMMh>y@l82gz8MF3~5i1u$%@0Is z`2Bty%|wcNjeP`#Tv)kG)ZWbBT#kel@OV^37*%P$e|Jr!Fwb#AWVSfB2(aY9{0PXZ-DB%j8} zp_^~>7?t<9B5y^@U9C6{b93Z;+5_h13Y%jIDMYLp9N8bwXf;)_`t0ADj=rZ)#N8jO z%%VX^ZD=C1c&j=AbES8m^IJyM)Lk0}am}RBN|j98P6`#R?eJ;o7nw9XSj2>4s~>sK zJ5QeO?XjMRZ%f?~e^}lweii;v{J_m-%G^S-aCtWlN|9azq~Za#DIl!#ZBi(4t06ER7R~irqNqhV@D(Kz?@WnfH)C;W#0&p{F|t`Lq>=<3zwk{> z8#vF*e>CR3k3mh_d+OYrngkGxVo#sV*tuUC>lkL{7~a%R?;so0S@Tin`=4fIep;zj zWU|n9s9HZg2n<2oc^a(CL_R0wzP?&@_)Ii^v`CE=h;BWl;={c_{X7tTu=bhDNbV8z zE1n`?THYZns3B?qSl`Ke3xWFokw9OgG3^0HdoMm3AN-6#oj?A+IGwieC#H3g=;f z=a`5T(-$s;%{Cm!mBy#cYJ7D5_50!khXE|V%{S|2D&6cBThX=38bCUm!7ExAmFWS8 zk5J}R!3(SRen9Yc@Xh)+auV(XQc&@B2mlwhZfZqcwO<=<%cRS$D+`I`$?VU_wVS#t zfS#2nx&;R5Ho=-5)0sYALe-B*c2QHk(*#yBJ14w+j~4hGi6-ap6otU5lWKltl&yiF z(7!xj7%}_xeh5!fX3uXMV|QJ|1UfFi$G?p*N2DP%Ic0dV=sEuQHxdeU4W=E`V2!o| z>CHlm?V*+z==O3=GLl`d2DEO7e08aOX5WH8AP=N%c+|q&Z^>+SwL8=Dl4hilj3pMe z^pl$wO-TaUj$jNR5j-uMP#MJ%v8b2`6k2wR334zT78;NTiCAh9wA@d|8!VbGi=9w1 zOB7~)Gc_kLOIbjqK!-*p z&Ybddf|znIO%601g*(BY$*2*4QR{&fsS66-HYwAkT64_n*r2U+(Pa{OMl9eIN z3|$4E1^dq1*X8ycDEaQ1HU8mqbOx{Z;bu?JA4`o_zmTI7T^3+pj;xOpuf+PQ*@~yu zYW2ff>xAqM&Ow1SQlSMF3i4Y&!m4IH-Wmo2%3=?49qZD{U(@j`EO%^vwpKTx zZ{n9-e2gR1CPb6O*T zsada=i0RUvZ33Y_5E9_(kUzUeq*h2SMfQ7}zb>W5WHC!!N|myZ*w|Llk5K6qY;{oRJ(*3 z$VsMhsEmfbIC}lOVk3C;x>V6YOs}FbfA5RlrndUit|LOfkG&Y?!r5$HuGmX!(YEe5 zKvM$j6?qpby1QpzlZfI!AyK@uZ+ju%x_?0_!ddTl6FMB@HpVb3aEi`uHu z$L=T-Ro}M6I)>9)6CMnzu9z50mebn6!mvNrF^rZBpn^B%vyyLGKE!^n$wumYG(VTS zb8)ISjTua*u%(_Ts;19c7Vzk>4NaVal_3W@0Xxjv=5 zUDMlBA&pWl#Z{i>crdM};b zLZOj$r9F<7l*~@H-v$$;v#F%MZ5EVeQ0{93>)6%gg;)LeeX~WW&VXD1v_~BwLcFPlBC74f;9WD<-*If6)1b?Z`lz;=7>cRzc~3mAN-? zs_J0;TAWv;B%qFUq6n>cz)@yCG9S$;6fp44|@n z>-Lz@7R|a%#8RKf|A>0Ah}+aY*kivBMDwHR4YS0Y6C;27gGOdm@j%Q zUi*no^>z%2xW9Ch6LyRf zCN-1@tuAFA+!6q~4@4u#cv5rJUOarA_bT`@lrwWMG7%E`n(pSVu;}OAo&McD?8}#7 z)SfS2TF!WH?vThB&l|J5d%rK*%HUsH(>*dPXS1l$d8C@?Iy@-H8(#yKf}3oELlOfq zQJg6(o!_~lbmF4iDgF%o^>QCcN8Cw9ToKR%(j2XHer(s zqZnLDu7M8?Ai{viiW*Zz@)2#w|JyfCf6ePnlP20~1ls4d5)Y%nkGLa`yhl69bEiVP zTb!Kzy64NhYd%TB(WssJYB<< z3S-ZCWgUkIT9)QpP8mpfctII9HRRX>O;g>_~#F#J86HN+h$cW{xpS&qt`o^yU7s=SNuNov+SEB6^ zYPWFZT;+*Qy{Y*2F`os*?*^LtG2XBJ>3c9W>OX9%g?GZH%U>W>U-I@+wVr%!A<_xp zp9q{QsIzq7JCul%e;wh7aB4udCPnPc`O!)LyyO=?W6+3{4K0#+3%(=(0GD&@SC?Oz zJsE(CS7NXK?0em9DiNShv}(yHYU4h>cY==S7e=M-w%;m0PAFvmtNiw03-DK2$Njxh z>h0NiF`mtU2+sLrjr$_4nqR91kWAP|(N6rRjZF@D> zUEy88@o*dF-OD|zWZIWGc$-`r2d-}++{ z?L!^kFpgJL!IGfHqRkVCUlFU=ixDJn`%BCagV{Nc8+#Q^NSZ`gb`?46WY7fiB*hqa;$MCKU(g$yxisVQ+RNz5L|Cb4jFH8|E$Fy{e(K8 z%x%8J$kqAYEP=@p=yEE!(cSo$@-pP5l@Ghpwoufw3!C;jg>#}f%Hzvi7OssXgKzlo zX!+g`J^MbyWD`1R{nK+c0ZhLtKq*(8%C-ZiO8c5bRJE|w3P22ACaUOkTp~lo1rwF? zOq@b?gbCFn0cc1$Q>!|C3RxE|twf0uMk8VtxjL&dO?3AuZ7^XqHTCylq<^&7#hpu( zm%HpV5%u6ZXPc(3&2t?;W(6RqFcIzPByupBBCn||p z>Pqr~1E@P&fgPTx4lmAJ6qUA65T2+WZ{i%XfVwPUkewV2Q>~6TVQQa$MJ1v0lRmj! zeC|Q_s=R8Mk5wrSFh|DEHV}=Ojb%g}{d(Cz#%@3WS8jU3y5h#0?XlVW4y611^uRQN zahKsW>Ed+Cn=D5A3_+*k{WTUg#p*tK$o1EDsEb~D-|Zgw&T55R_w&dA1jXW)qUeYy zhsG8ne19orDJ3(joS6VGzJdQ8H8UILNcp|S`PG0T085E;RVKeo=0Qu;7DGPoWTol? zJ~-&#Z4L z!6L?0{UP_+pl$bdhxIM?c2K zBN6N20 zR!k3EL=r%NRMhV|I>Rw`02|Hz>uk7$4JHlF6FTJCVZqst<2wqzcF%28r5qNoK+U2y zYS=k<{s^EqGq)nlC-_#fOrlXe$>i-ua$|(9j0Z1bP|yCi#eHS01Z>&=(=nOpwzQ@l z$yH}mPn|Ju?&48}X016o%?11mVo{Yc%nY$Eg~~n(qkQ$J;6I4mQah~oJ*HMjg$_dP z;<*>wk|NNaN~KS=oZVgpr3Tgg0I>PC`3eOsT+hAU8~qa%IH!(k_40}f6mkwfEHf(L zXog!D&NyrGYY)$SA2{ACczpP*hOQb+&}zQiq!p2=zf3-B!P3FuFe5PmXtulfef7uT zMw!)_b^-i4z2)3f2C6go#)W84S8prTGAI01sSec@>c8EcHUP9(p@Y~@3ePA#rp$rx zlU)M$|ApOl38n%or5)@}Gf5-F&H@!l5sXi}^SO03VuQb!kn-%$+a*X+p8j(nGMeog zdBlY_yhP0ZasyI1c)7I+?+Ci7061*_?xCW&Cgt6;L{(8+ZS6bY4P*njp*)&e<*I5( z&kRp9(A>t4pQ+1Mh@McxSV8PA~1AozY(b~w=uKL9E6~K z)AT7CuAbWRW|KK{dyN<^m&%!~|3D?>P6cFc15d$=8{~b<3i0A9A(m>IwG>+#{p!vZ zlXcqmn>w}inM0S68;zWWBo;Lwp23VXInwj{@GkJTcZ)m!fgHn=iOZ?9SN#CUc`00# zWO{Or!HxV8`JC+d4_2~C*;h&rHK}~(UI%-0I+A_zmPvZ99kefM)$qQJ71H=1M}$`N zWu@iUwjU9Lpx!41Vn22#%{pscO z@$^#J7i45wj1S{kj;_QEGQDOb$Hx+5f1FwBChS4nuOJ3)1yZi~@SbkoQ$ z>s`=4Iu;wgtIOAghYu&e)t5-ZHH8Sds4o^=^lMooO5gIo08e1@gE0Q3utYjF1l2Nv zDYzQ59yN|$*%)Z=Ft2A;pzTx*&m($YO&8+yWqXrhpfOeO3JdOM+y5`wdh2y3`D9Rl>nSxe% z4tCtsVFM!XXU1!3_D=j?`$jT3($=?s>SX@n)m1930@$ojZ2qNYQQy_IYT>|vl{vlV z?d03E>urGrE!PCHQo?r+*X&n>Kp%7|jN;Go z$GMx!Chq4sc9t2ngenyfhd)X({~;=-DBifZ*=70DsAr=o3?gw(bcNT^me@X zh5EvQv`zfiH#*`f&$*XQgB9@3;OOSBl6XEl#c`~4bOry=iVSzi+bX`ZcsXbMTdc82`X}}D)SVTl-miwxJR>b&K)Obw;>H*F7 zdu&zb8sR)nnNEP*_@?6IhyJdzks4vYoL=_7aP?{0qwk#!}Il-3*#c5pBHD&vke3;n$*x{^kI?)~X$`_P7kwBUKfvkv1t$ z4*9b}2m>{v4;~9EN+9n6T$A3FDPT^1kDJ+S5c^S~z;BH1K9~^&ZzqdWvs15CWmFIH z&Cq#fB9bh|qXzMZzRP*$*!T8F7A@Op$f`TP-x<&C4qs^IsMYiAug9b(;L}g#SrwJ9 z%jyIFecibsT)-in^Ub1+#n{B|?^*aL>UM!es%vIH;?o@wO*7AQ!V)C!t3ALdQTnQv zwXlZ=rowCLM>hYtn?3ao-Briy zk41=H9seAxGIJ0vL-PUs%%%c(@BHj}pi-5l#!Gy!(~nLfB81rngK*QFP;pjG`(jv$9RKYNx=b|%L^D0t}1ibR@8E< zTJ(^gU@%(QPqdMr0KhJPwv;SCd)DRiI=BKzfN$}NTY;9wf|ldp`>DgBm3V$mb(V^N zD&M1Vl3+{UotDsFQ%Cl^?=hUuRnNt--buj z%O3lMg+|Q?VigRj)aL828Ty((8pp}J_ zEuKj?)cA#4eRnvQ1b55ZWFl9>s_u7`y)eCTX32hHYRq`%m@tA_K3%)Pa^2x-(`^e` zxjM{o^TG4uZ8%U>S#wcaJ$%6fm_Jao$Bky4`O#Pbz2)!rbOM{ZDA+wjk_&AFC$yK! zW&YwO7UG+@R4o&(wyVx^iLCO)wf_6rZtbgsgmdjpy}EECN7EHv<&SH<`w3)xGng#| z;sE*hu1Y~hJ3EO4ARp&ZoJmJ0RwE%EVvc>bh%~630F+&ckFCHl+vENiW$dh5^q$TQ&f$tO)R#q8UK1*mEoB)AIi; zB6)uLGfd$eJy!|n-Y=k-G<34V+=+Q#J!C6Qif=cxRk*6=+w4aWW3Jn!9C2c|goxbwox^_I^q7 zW9|_ie68x*D~WW`LU3wD*gWTr8GM-j=WLv>s_%lAfpbl_po|zPK;Z}W<-PH_)OgJP z72q_a0^qg6aPG_|14FMCj2+lzn(AS~C=Nh7<~95Jr5NIbLU-Dr_9=L8mnx7CokNV% zU5rYxb9J9gD2mWXbXON(82k`W>DxT5khG!Q8Ka#DkN8Ex<2m}y$If>(VooS0-(c2m z$LDfdRqZK#X03CY(Ab1BTQysVN<#%dd^yqrD%Z*z&5$_k|6hLV$$<-_BG8sOGZV@P zlzSFnlPs!Y=IbwA2q#Q=ux7N|CAtfSGh91QWnF?Y)LjI8Is#ReJlmdjMCHVpd(a7} zN^Ne-#tf%#(%}#{OA$q~GcI@)N08D;>lnn7E}9Fb=bX|)sz^=NI>r_8rwYSjjL))w z@~c!>;W2}cU1va|7I0o#AxiO8b2~Pcu3N zV*T1Y)fZNhUM!!#0 zG%akEjrjd$JjAe@I#p6vh0*4rFdJ4)>7JylKc5>yuuJ0R+W9Ro4A2vpCb&Kw`2(6= zQXztOb#w4-zss~@z(P;9Ztfy&c0vY=gSF_+sG5J9?=p>PAD{XN!S!j?Vm7p&fY@EE zze>+`aI=D*@EP~IA47}OqCM8(b10Zk8s5rwhdp~D1CVD>7sWp*F3RLt{`*R*aorMLQ+WN}s#sp>POIn;9$5#8F!o-0os~N~s9v1XAIP{#7ees(ZsjkFzh@!Jj$+B>DqcMkg;~6akd8E zX!s`0ej$>5v-0by*IBW%hx@H)q#OoC>1nax1h?kf$*!X)t(~dU*$#7M6(O|PVF34-e~~ z0Y@j5LeOq;8F@u6#ioRLs3L8scO zro<%ZR6R(>iou=oK`F?&!Xb8Z2F;~a^Up(d^v2ybv)qc+e_`C*hx^#;&jh;c{BHhDR@XR!vy;pyp1M~&()UMk-iyk^ zdT2c6>8%$8P~(;bId?YY9^tZ=aNK79!nlO%B z^#%*^&`Q7nH^91OvG{{dv>K673Em8vlSQZjPq>AA%s+tu!S=XJN3>az^CeEuC9A&V ztIU^9&b#Ae2=za|&-iz~=yE+6KHmtQ3fFl;#BhJbO%`kEmd zHn^rfwQ_kPfE=PxS3ZW%4UpZYGrs`Y%lH1Xd(}nH8QlWe2om_bs!b->2H9}nqpA92 z0J4_v9k4PMYXYFi(Xy_kKb=pVK>Ls_G8DKHO))8>C>^jS{6R>dg_A**HkRCSjy=R0 zGo1W`mjCoD$JZS0^)u9PPrm=L`QG9AXk;_RxvI!DWq{YJJ;P}+F6pSxpJ)ACqF$@G zWlH|hQLm-ZcLoi0D)}SN<*t1c$Y6F8$XQJ)V)XMFH0uJJaYoQ*y1;jjw`sv(2m z0bqnwk2S*gWiQgtv4yQ6%fJoo}%zu?Q>fPQJugH(~-)Mgt zQPtC*{$O0%4{;kt&sw5mHM$zw-njTXg`a1KG22uT z<;;oM&-84y^m+XaQlP=q*WGFs-!r} zWX(kMj*8G=->>U$R*G^Mac_*7PYvo7VU>`dyBYcTg%seLO2p3go>8o@$9!RQI-^KM z|6=3CCH@@dgY}HAKX4-e?^Fs+LOe<&ZBzEA1lA2>1XEz7;s0&0Lf?NuUwE~l@N;?E z+@l@gECfB8{AM`uvzcwvGFM~6)!mPjN4d-F?6kl-ld=(o5<7DJM5mQD^Eg~__$Ghj z9NBp_3XZ~qf(=UCoL%D>Ph`I^37=1CoQE@Y*zz3Wr6*jh?s|j;Tv)T5DzQ*%W@S>g z>cf201Q2sY&D}m~d;oc2m^Q~DcJKa4-M4jv{IIt;_k?n9S)*Yfw493d%E%8xNq$?{v{}u9ZT^zR%ysf9z$a zgx)|}C%JEA(ydeuYvz#CbGWYhd40?Fewva!NqXyr(QLFTnW+}<23O5NuNW2}%2V*| z=RAP$a+m}#S-#FdWM-B+S5AN8x(+dViQxbeK<~75nQQ;=VtWz#aM)KmAnDa55_33* z*e+r@&%LA3SZ7UmJa6Tq0wxip%AseP!(Zy|NrFE>V0VWTA&P_x2DiP zBoCHpRpbfrxlEAb=$ni6x$yZ-TU%a}q z#I{O70AxRU^MQ$t(=y4+)NxdhP;r6M9$pHhKcu=A+F$MMpoQn&lw5dU2OX32a?;XB zft)xc%r7#ro7&uHgs!*)|}rgJoGOY+8Z_Zi-nsJ zbGR%$3@&9?a^d?8%}1esyS-eGp(F-*Bd+t0<|h3nWYsnIp@Qnv6QA2$vCT!_O6q9P z#!)xWI#pt8(iH<5zJogBub9_w2FxGWa8h^mt+Y+X|MBjU9D^AW5v(P73nLC!<(<3z z5k-Cs&OPS(L+1t9nNNRXU7sUxCh#Wy5i4XMhe)_sKpr|p{%%tn6Z67=H=69YY?f$K z66-@*a%iv2u$KMj1sJ9Q;?BR}A0M{j0eiJD zV+5fAJK$4w%p=3Sg^oM-LoTFiGLLUx*t7L;?~H-}T(tWwCh#QX@WuNDnztS! za*!|5ADqs$G6o=Ch5t~B**RfB|LOiIQVbh#W^dBjJzf(jLq zJi4qzEZKjwpBb^mUHG*s!7s7pDxLKM3(XU z9FB_}SfD@xn?!vrQQ*w8v>N6Tg!6Vjqqc`AodCOtB2A2iXq(-KWGmFjYYSxRNq7q- zldpoNQu>hytOCt#OVmV)cR^kvfMk0h$(N3KDs8Q{;i z`6#V+g#%gmdoUEN)3s9Qu{RmaxWFWcSzW0GGJyHb>!%0xajqS6N^~A_s7P7kyTf!9 zJ6R~m;3Zy!P$2d&lESQJf^H@uHlRtPU-AW=L|EBOtJi7r1ys3)I|ky-9TY11+tGiE z7?layWKPm620xLBE2h$Tcp@Pu;l+d<2+T{W=_Z=^O^_1nU6qM7h+-OeU#oG9| zCQww|JyV(7()ei(*b)Z8vPuR5S2_$z{H~5!rIPfqd}<~0d9V(*2OvQmFG}!kUQPw) z+O(MMjM(=C+*Mrb7VYGkC2RJq3}TOlWi_+mv2ffS^gMeCk@fUm_Y{0BZFF(&&fj!s z%RE4P?ccET>U{jK7bzAkra&Y+%X$N|+q&i|@=7P_^!@j_(6x~uMB@|mVrBQA17lO{ zAxY()5i^_dq$UkT0|pP|Sdy8_@L``_?!DVDe5K3MHn$c3d1cQ0BI3BP?`JF-DHl|Y zty(W>`?;wh(u_Wu%cKUpSH#l0BSZyf$2+T?h?>q-LUMr#5i&L(y5Fl>n96Bxo?r!TRA{h&=P zpC6RzwYpVqU!xG&C1~ZebB+dOSpAE(2FFHF#Kv0ZC#OIz?}waU%Y)J1@ZO9>wv;f} zALw(dn&xtyVna#^%U)>0$WiCrZR9?P);nETEV33Ujk_9dnthBL&a`beDkl=Pg6a@v zu*6N^r%19nGzZ0Vi`Bi=MuF#bv%9aqC^&r|VPXHK+f++vJuN0}*obn#omQ!*^(BLCueH6= z+stYgq72Knm%mj0f25sdKvYrNu4zYd=1f6MnD>d zP6_E25Iq~;_dDPDfBrqQX00`QYVWn5bwAhL9C~lV3(CsQcB>Zp6sIXNb}(qX921^y zWOn#921JT#g51>?bTJkvko*G`=Ed2|@NDN&7WW-Ro)?;(@rfwPFRs}1E3OFqYTuiU#vLfvsC~)&2AsB3)tCWY zt|RI95%PCOqIANPc~NI0$SruBsxhUoMcJdTexf#~@2LL#C4s!NMldlSP^3G%1plJ^ zDu>2q;pha)h_hrsA>w%hL7P@Y`rSNilUPRYYv6+n!o;WJg8?U(hmt&y~;dGH2l0eJ*d^5@G z+e<-fpsejp^z3v{Wp)jaCHITg>kZ0?rZ>YTa{5}iAr%$<71rR^_w-ZbJpeuuo(sJT z()dhqtgCKYVEql<8L5QpG$@ux)HGIMI6Q9)2#vT=(lijltC=j6gX+UCwKwyyIP`xv z`qGXI$xJE{bE~JqTvHKOmx1en8$Y`q0?EcfyzO$Lm3lz@D;Oz^Bdy4ItEm8w_B*ng zT_wM9v9s3)fkx3urKL`Vg*`PpXWm5-;X)o5;XxKX4nVCym3Q_|H46 zJw4Va*fW-#l&lw0E6F~V??A(kxOk5sX_D+g+FXL9025b66zSWltGn)|S0aj3Nwspj zD`4&(q_hDKg;8$?Ikg+Q*gtjM9{6+GDQM0qOs-&kma4NeqwOgQ>Xihs%~s<#xh9jX z81le=Xk*s9B$JKVY~@9svnm=VHq+O%fj>6J%6(COH2}=+XnPoStUMj}Ba%FsOxRog zrewe0qc`4{QTUqvhVi^uoIiAqfl0AFu~ljgn0me%zm*o4dXe9FB#FpNnt?ByQr)je zTW2P34)J--Xzv0UZ7Ia1?}aSnLWEA-(|WL`3rFiC{L^y<_Kj`-G>Wf8{O z>;c$Ao_XbNgIWxElH*VRqn%E=Q*#&2_^Pr=>jF6W9(ssFmg6(Y#v^lee|aLan2J!t zou=;C7|CJqVu}A!UoZ-VI8mj;Voh6!(xKmq2uWc!2|%nZ#P^wVrowtopHjk+UF~SI zMbM22qskn^WLv6!_eqXP*`U!%$$5*Q2UAl7{(2GV!YZIR3G8YE5#{IJWc>U@KWjumqf|mTmnykEpq{UTsd){}%^&6u$Od&mR$B)_=Oq=c z4hD$#ENFouT5|^v_TWfA0ypK^fz6g@FydYuuFb#@*auHN3XVuhCs#O*?O5KmLs`rOBL-!NEufF1?cfETQK2;@c5Kpa`#M(RO;CKkVl*_-;fnYssY zCsPmo=i8atM8L+=Co zZ2v@{a;rNB!~jql4zyoaLO||$up>zoe9D_JMc1r@uAa?$a9zZ=<*jbyUe?niTEgtz z8BS@`7lVma9-o1@C2)ClMu+634c!{y3Vuf$ zv_<69x)SR6E9kRh6}!Gy4k{`x& ztVu|6U^K5d^+QyNN1NJHfVzU?mh%Mp1OJD%K5kO+vgoeFL778$cg9#Y7~3S1cXJkc z9N|qwAT_dAtoq?^&mZ)T0^hu1aJa`xdLxKEtW)KU4a9P7>*j^g7IDvZ$^YWWQd)`k zga_A|4BB!}kkxbr^6&UWA}`A&NubDm9`|%s`LJt&c18NtH=kmv%le5MZHd*vM$p^W z5+q3NVL(wOJQ7R~Y(lO^^MDLhxa15^=mKdYm^dZ^et0u)wP>6YhtqMa2UywbuRr_h z1JuO@Q}XFyPY+asP*1mX_^>Ha?RUbg`nmEWT^QLEkW#K5A6&`415`(h`Mvu)3d=qDwrMaf(4e(Y}jOGYy4^d4K;Lg5kM z;B>jt0YPUFA-xO}y@G9NPnr)niHsF&Z9m%F3PXxwhlkL#g+@loS zF7l$*p}jd9hUDPB$;|^J*{#8+k5OPh^`decGnxYs_E9e?1whcQDHAZ>PfKOp zzx{f>{P!0wDhc0(7#VTcLveY{r0T`8BKBC&R7q64d|0fN)JgNJ&TopqhXG?J!EaA{ zy5{7E@%p(5kow|4eIM_tW#2vD{X|o3doIP$98>Y6#r1{QF zMW0ZAq=tu2gIxsmE%Dh%HKJnNfUU%-pR@o8-vGglKv(anyR?8lpE)0d5_Lsg4eaDp z+4O1MzVo?9)7Nx*+H$NF{Fx_=U;)cm3M_J0S}4yF<_st*CioudWbjPxHb)8h>|5UoEhpthVg?a*q~yT{13J^8W`2+eId?b@NB zdj%arT-&l^Vpt+-m3iLKcwA9U@tGs~l4js47EBQ)j6IT(R4^}RZL~!k_JuxG0{wf_ z`=7RsCJHQP5ZuhKJp(}@mT^N&9^Gf>x=h1Olc#?~LOCnCFU(hei3A_c_G1^b=2}TA z;i$m05-gB%zpoq?+fF!V$NY;Ss0wWva+<2ON$yVg;2IgEY_;~jnF z*KP$ZZ&bS0e}7_rHazK!U25TmLXshMtxg7C-OqfGs7ww`HoW^qN8OrJff!Gvz!JDM zyeB&^955hrQ=mgv@FC=bv^Apl(#TdFQ5!$q5jW~8P(~w}BRqTwuqY6g>x_FX9c=^8 zfufXD@^$ED^og{nnS;_s+iz+;TBy@4jj`5RgIo%6x9)OOppUrKbb(SRI{b4n`5Joy zS{ox`TnWUF(*ETdu%$M2aRj7FJ^1u#L1Y!!#3sKJ^>+kDdsRFKuU#bboiFKo^{eH>z4P1)eh#6BESS1OxMi&&BUS#Ah;1% z`dK}a%^B$Bfong%+<8xpR$tZQvByymv&KSM~Nt$*PQ<0~`VS zo7pz;T$p0Y^klqq@`lx+@Mp%3`eg8zGA-d>y9yuQ!S}!tVlh$2Q9Z@!=Cd?a4OJHc zamdu_>oB0Qi#6<)4&K9j`} z2LQ0z;9|pi*2T{l9u1&m5(q9{0vxZ-(e0CykQ!W|6%TKAj0Lg@;KpXUPprWSU;ED!L9Q&{RC(v%;``>oED{o1gr1CyRBK*ZV|2DjD zbixthU$>-=+Hz*GkwTVM%1P z-+spDN_msKw!&$P1lk7tcv*Eu%z5VZFj~|okdr7R;Xv)7^z6O__oHJ~QtIA}-KWW| zTF*vBKWpq}bim=@nOMSoCH6T%UUrb+TT|~v5jGq3s`oTHTtB@cbQ!fHit_i2*WKUe zS6Y8$9b^FA;27VsNMC=&-R9<7Bs6=aGH)g%maNKpo}IRz$WgHt7%N{+zptx-6Bvdduxg2_Y?x^ykV9-~!|b zZhzQd^n-3k6GOOOT$zqhz};3ZF$uV@16G!!=d%XprOFFqc{TIm$nx7z=dd;OSS)fN zx%Vn7N5Xbuh$NZOEU{(S$coDm8wl+hhK)8XFUc5`Tfbuppjtd3knC^vvEI#bjKzDB zBEj-qDY2+RrRliJ^*jr9Sm^$$g~l^=uy0|H4?=7NA6(w%t055rJjZ|dk7|C$yvMe- zr>HdrCe^lFu+o6hj$9MQ!I|^Xol9CQMqJEC6yKs8;95Ik8^H^@(^fL6Pi4Nt7wOH! zlj?eQYO}HvIOmP5R!>K8eL1QVcU+>}j$~-+CX)pI9rKX&rpIG-dMgd#{NiQ8G_AEG z)qBdSKR}BIbn2dBa_Ygr8n|nY>J^?qW%QRTl#T^fTMF}39CEAB^}fd#$uL`uaMY0 zL026DC=`DTs{W2v$B}zoq?$>`iqFI?1OmMA{)5`xv<*Q3lv{QWu;OOt974Wt-D8_B zp)aVSraby9^RO&aOES|90betxXf(5MEtAj`z(j$FMzfHP9q5VUnB`OTrN*&bSLQ`> zYvXRJ=3Mi+l8T7sNgo8*ki<|gsK zs9PPmn}3Zu0$$~Zvqp}rwQ(W7Dg4TIpSYTVY_;mQMPR(ewOnG?3Y9&EbHhm45l0|< z@gMm1`}(Ypf)vhggPic{Xz=I&C`50r$>UEMP~+zAEVn)q_5kvP`}Z#p(6td6S`lM- z(W69{0p!J4_NY9}qeGK3qzFF-@}v{so;kWwEacsx387qP=F5&ZbL2>(?Cs#KS#%?;qcX7kQ7+@^7l-6=Pv34+Lv3t2F)tz zAx3HWZrg;KYDO{L<;&K82B*^AuWzpKbed`DI75SfBN|rbrBycIc8&}i^$s=}YKd?U zOdYMP!Xfxn$*0`VG(r|Of=7=L(|sbQJYLykvzJM||1cMXL@_~tuL;~2lR!JGP{sK( z@WY!W6l~8^Jgip4h6g$_6_8B!PV%O46i^JaYCLE1o&$bj=M~9;J!pyXp8mOwsO z<2fMaH{#a*f5IsVhsD-x=JQuA5~_8%4o8kamiWgx)0jtD$0s1W+{uZTx5iO_D#4^W z+h<7`|;b|UgFm6Fb}UD;}7 z(wyoub<_+zm&GPkAON+J=u%LfdOIHknhR!Kj;&USq03Dtk2D|(2t6Ddd0;Dg3 z?CL)l9ai7UPVJzg{S+?|9MjEx#iwBr!YrLGg2uT^PmUC&52l7Ntz*RVS5J`xZ=Ewk+V=5nIu>y)mAV9_3zCy+JEeYOAHZy>t3DT~ymx z6rC!)Tkgvg;(rQvk9!4*3DLw7dFHGhM@Lc*zU z2XQl2>vKn|uf&O=(E2Lj8q6uKKIfOwMz7FeWYhl%`_w4-cG~1duOy2Jl{F>|*kvoqLOxp6L&85Ga$x?XN-J4y@{RBsEQ8B2@)YZ`gW~z9c{stG} zV_fRqJV2_-2BfSDlfTr@R;`iFv}Yskkb7CM_dXp{I-29`2VN3KoYz37-_OV;@;ov7 z;gc5T*e_14n#`OzoC3*8Cb_>NGOB%Z1JUSt9xeN7IOEu%J0+$2+j9QmMQaW^bA(za z3YKSpr>B&4kzuyK!cS_O|4(wstnO&w+G#ZV_tF2NnOKLhw3yeVv-{<56Sk- z0)U@jG)SM0-pq?#&>yJFz@3^@%+z_MY@qaHc&`{(b&yvsYb%^-$yAKc!w&gCZFl|X5Y2tZ`W+4d~#$M#)Q89<=$YDQo;-OW@M({J=i?8rMp#mF+^}Xsh24GGr2hF!`YVitaXxqDcdWD-_0u@b(7l4 zSpQ7?a&OcAO=qEs;%)!Cxg0<{RWTup*OP5~2LTmokFE4WM|aN zXiZ%}C+e@1J;_kYBQc2QEvH9co6Pw&anp>-JfpcEx+B>?%ZvS+52b-j#6Y_dg1QA& zecF!kKT$ET+g^almTcib6-@}{Hali~kbp4um=x}1aZhAxXT$uJ#BqNqDY4MZ)t3(V zBM{o7ho!PpFf!NH-@dqnLe|0BIk#mL&p&{@8&E%2zx(J4W7zc?n;63OBK!Vj(!2S_ zLkce)&zWei{Neif?LUIOw)2o>av0+qut-@ z&=5P2VWe1Sw$k_8BXm^S?8?-xu#r8%b}`qK#atk?7P z`&MX;Cuz;$J5O5odyVM!BZZ5z2NJB?fNJW92=IU_PtGqlc2?Oekky~-+L*`sC^C@j zaxL$2oeTvO3gGKHeydq--eNe5HMw}!&}`k}uKZ2w z&2qK@bX=pweXvxS%f#y8+V~?LO>r{u^Trrzfgh37VRPB%Q4_1PTPtmMKuPUiThw)4 zXH!f)Gn3=H)ISy4WE4;tAcF5Ae-&ogW*&QI_U9nw{rcwIj=Ft_pJcCiUk^3yeT>1*}CL8L&$3`l( zD6tt+h#J>P+H)P|Dy90IQcd_n)3FE`$}y&jzi%0mwYFB%!{7?Ck8yR|q0A5e!W2c#B7 z7Q8k$-JX`k1enA7Z>;jwnX~OFgATwvmeg)I071`~jHz&66d+}L2_K56bWAy^IcM#= zAl#Ged-Sq_=1bo45qfF7#d8z+0OK}Ct0d=MvwT5C7cbVvlBi$&D3}=)KVE6nbYI!v zm^?e^gzo4CEj+<~g??D^c|j4|h3}FM8K$o1l2*fmU_(P(z?vK-;} zuTJ$O{L^t23Kk=#3=zDZVb6Dr*mNdD`aktWzW3TnP&`l9kynosFQfF~OwmlEFlLbS zzEPSGGdSepI?QUxLl+j;D_v&0WcMCzH*G}KFN~-~tQsTuJnQ6IGgGcztfj30RW%M! zHf4V#)WMiBlyHJ3|NH2W(=<383pLT;3{mjp-GBvXizob6By-z!ZDIhghC;}}{>0Jo zAP^Oa_|g#~W`R0kij;?BDcOz|tVU{%tb!7ZtM+I|=Y>(d{&J*W;~pD=f)rlbPf;;& zhJ)la@yRNrh{PfHSWw~SH#*Xg{ThYWoVC#k2T~kTu!1N>@G(jj8WP&Kj%Ihjy0b%$ z7lgc*I?H4k_N3$I&#=rn3q##Xw2}9t3KI0I%~D znR{_c#JxE;TAZ>Iyzb8mBa9k}LGS@s>8qlFnBE@>&RM_Zf^*Vaw<$+{D5yoyaN>4{ z4iE?wRe{myyF1k6<<~tJn7eRyet7?7msX952mt5)=_E zg75j&@2&aD{lC^PYSL9y0gtWI?6n!teN0-*kmq{9 zD?kZYU9!nO(z}WB#Sl7J#{wLIAANLMrCih$tlpV~VIs*HUiP^NGcD{*g~iDtcc_mj zUo;_mbJhPujsG`-!~fgXl4~HB#LbG~zFFKOixV;uBb(d&k>TxyyqQr8aHl+2!03xHn2+!K zM=IqbM_u3?T~U?Uk)JhHU$Wm!9>-TXTbRl44CK%K>Ig|LvP(S z(sNL4P)InhOW@0a5x~8W1oj8$-f@Si7f%RP4fO0SPm~Xj-^LG_nqcNQAMsMBCqyS9 zl=aoNH9u{mb{4IYs85ZZXK~@Lx*a!p#Mj?TWK(~4AA9}^!;RRm-d9-OvubBBq|>m$ zx7RHJi~cFfFXzw3?Q)36HS1}-{o#-5^Tv7>IP3!+hnCfDy%qKC!D%zlcIBy}qGxAfv*`&j+BpFN z(y0h6HB++ypO=0**lnkon(oMjQd7uD%$M4d`_lJJd2UTKIJccfU-h)=U%C|fFBOL_ z4>t5LaRle|kOSU*z{T=B?N{pxa9*C*-JB`Ws?)sgC~NCdQI>9a{%e&%{CJ;cP<9aib1-3N)nHA|U~=O#5ba~TG_7W!S(S%0x~Q}BQbL(W>3$7iuL~b3byQnu{H_&7l?+ozcOt$f`lKmX zmhRL^A)0Q{T^0gp7KtlD-6Sz!gdl7=C9i$|Y~=mEy`@a@kAf911==sj*2Me8GB)3t z5s76iy2VucVTJ`;WOS2MWK}Yky#_Qwg>6N!wcFv@UzRb78QuC{5S7dtat?ahO!L3NGhg2ENG=^LTL6Wdpa4&S#ut4+S|srT3>;Nv7k6-`j>Xkaj- znRi8#5-NUT24j59wYoznLD>RRrS4=f0@Cau)NWZ&rl-qrt{OOy&6ObSXleb(X;DTv z`3S5)n{42k6Eqc1x?pl&QY`lJ%w8DsfxZ=Q{gw)_KdU019`6APGObU^(-dA@FY^O; z>pGjVP6vky<7z$#+=jWHZD^#dQF(DG=m0HflKIOlPl>=m7xmLEXA;9^lKb<$^`y53c!GXE%e zB%tdsIJ2(IHp*s+ei(O;_gGTM)%QG=T4*5z1a?L5!_ET_ExVoV8j+IwG-0BE6Ng2bpx!cyiOSJFsK|! z0a{ObBe9qfGT>pIwuL#5xmVy;YYyn}n@B-YhRD(i&u`T=G=;zK7$XNU!ESOG1X`sC zrhV%F|+6Vj8uT`liA=`V>O_jb0?t=uUC#na(mKj3e9nK5Z9mOl+sCybwdlPnU~b`dTMBe6)JLPs-1QN+9ZFx;QX zsJz?cSbi0t=p&n>kAD)6bl_EO>i0%0PMt#cw00Stj!3q!_ahg5pwS@;Sd5Ffcp7*h zvGbza=hE5m8P&a5HMEskI+z}WN~7%j$!~9}z-4$mkcND++E}EzW(OCVLw73qfQ~}V z+&H%^%Sno6uDSS$5U96*GHC|RlPL^bnSWz4t+_M4JGZB#hl8;2d|NJfM~>PM(x}A> z1w1ALXjsg&b+iK1iE36xVy5rxO5D~uF^3!??~zcbRbp@Q%4FTf8OK<5$Y)tg>rQoK zQGjCe3A_9mx-=~0J%`iyz3C5ld}ba!v3+0Vi?sp5<5u*C;H|#`%>MS^!!1B|zkdeo zwTvW)(E3i~?llV|G(6oT9!m({^e#}K=?ac&f>m0nlBqS($Q~Z#f^}1BzV66j{a~Qe zmzhk_+)}zx6nKg(7VXR)6tN{oc1g~A{$3L(m|ICi3i&)Sgh?UjGLMN+=M&QZ!rC}z z%5sl=;}DZaWC3>b|J_k%o4vKwMQ<50iwKhnXQ67lr>8KoN+NE&q;Gv4K?f31puKnG z2AgXsqXShH>qJ3^l`XOen(!EONo(t#Zk-$5{P`;UQ)&cI|i9d5MH*{@rjlEOkv4+dB0If5y zkNB902Qu1|6(8*0KHvX^EXN8Ons|Hw_Wq3oTzk1frltg>KlcAYq6eY84siqw)s-Nj z!PqMeF`LpK`^?9e72pI0v8>)>rY*x)={bQmft`crT$Z0kae9R4*9kUcQ3VLZZT=ya3DG2A2v*N9 zUNcY}U7>Ne(EpTl}E4{3}pi>5clPUS6Z zqx!jAca4c^I;Lfi`dAj+d?-_Cl}xUX;H4*@?AR?zFA7P>g*&q8;D|6YMGYiR>*3_R zMEwpLF8c7L{1b&(1qKykCq-w~a7U6d?F*%5i&EoEe3$Wr;eemZvEU6gT>-c%xL?;?|5$5qQ zO)%sNQuWBF%*#+p?M<&!^&nxr*`BlaXqK&Js)B_DcsM~smxpsx_3ootdymZQ+U5jdEdCsQwjd}vA1hRP-`=Li4?* zYI>6LCqh~m5T~ldi^m?i$GL5)9<7r`Y-bWKHxel>MUEOZQDw{c4XJ2BB^PY`rESt2 ztoyf0Pju3fj@1&Rk-NIceon*?u}^6(Flj|S^vDd#ei-s$r(_G>dO_{R<=<9Tf1sE* z@&p9=g!+j-0PAUwJN`r=HfQ7^LX~h!AlzrhEq^Ebi!95ps}|dFBq099fas8*Piu_%TLA4p5HY>oM_-J1+J=!9&QZe~z>WlxAx6XYT9aD6> zTK{b53J$)Iz{xb(D-Wn&qv5^@q{Kk!_5`0T)&0mvCPL}f1>Y`}0HGIJupQlUp-Gs z2C?@G*XQJ8W4^{`{-BR*?&8nSRw`ebwn=zrrm`!cIcw5P^?CRAQHB3_6LJG`qvn-q zm*mS6awJF8T%8%uzt$`iWufu07rmlBWR`z*aCToT_OpGZO*;&-Uh4xRjv|-uX;aza3UCl}&l1CD zjDalIW|k2~RS@13LJpZg42+%Xy*r+88>_3ARTkq7ftCttH%XQ}F#P*71QKKGJ51(I zWczrLW&ff=Q@s7YDY6>ZX^fAAgm0h@@gf>|(egy3jo8;yWRJ5evvKD#E~vj!5Qq$y zjC)r*`3^Z+-CD_C+vm{mcWT@p3_5;j7SaRM_{giaf)rQ9yDenxfg#~bjlI4bX*yUgxSKgY9uZK@7$8vk{Kw)O;+L$_|0b-Q%7 zjR%-PbT9GVyGHR#%K(@9lits3xHfMe0U4{&qHo31ZXbC@FP}h1)IU7h%*{MT@9&WA z1q_mK6l@`N&WOC0P)<7j5^~}0)zOH!(Yq z*9L#XzhmRX)bD0CS5^HxtH&|J!GRP_2Uhux`04Suy9~lrVfZThxop1=!Z@mm;y{nYHJ)M{E;=l% zjaGPOmEl83l5mj^fj1sYa;`0LjmgWv{nk(7!Vw)(#Su-lO}xW`2DaNT5QWj01U}W&4~@l{Oi@z7U!%+s`zQeg3fzBLfl^3z={b zB2pnfTSCpF(ME3Bkw=24Vb@h9HL4_pRn7IVWW-w-G2RAJJ~=w-jdHT09U*=!&2y*i zG{Z76f|HGAGP10)X!UZ|WHOKXLX*_QK{9cyk>uLg1P&jQ<$(XVZ8)`{n$47Qb7$Ux zV*k1IOHq}QLJdN3BWSbGo;_-y=zP$XdI#J4x40+5;ovB`QZy?BP|Uk-H42wyyI>;f zSON#Lko3m0LVv#5tW8$q$|tjxz*lc%g;TKCBmytG+4t)!$XSf%@YU_s7xG?Tfrs-2 z9<&Z)aOhC1twPP|?z?M4Nl040{PJ>Ps>pZ=0TJ3EV#?LMzVZqQuP57k_9p+`d)En&OY8; z6GJF_X?IhcN%_`rmDVK z$s(IPH44}p)aYr$B0)ucEF=PHWJDVM1@jCswsiQ4_}65ah;C>kKGv>I5H(W$U+|j^ zJpK+}q(91tzbBN)QavmY+(I?s4{CHVG>Bc(lD~}#f89ujd8}QnVN<|@8pRJ|*;+?_ zI@;*k%HEf3PbT(cCle37djc0KqYtJuUgdU{!KUN`3r6$oHm<14niHg+2-cT-df$lD zN7#1TEfLAbjs*&zBK3Da`;*O}OmhL%dFp5R)bC+XDU+0t=+VSFq%-^@MP?8g3k?R- zKD!dJ#WA}Kwq=xNOe8x7iN!HU20MZ*sjPe`c`Qf)+ars}G`H9z_u75W9;39pLZ|dT ziEO(*E+On!mUo_zpgx+A{>)Ty9B{WH9b!h@P+uB%!a|UU()l5S!c5~rzqn}`ai;(2 z?}%S$FwzG?q4wFzccRb1S|}Y3ah+jobYrQ(0yx6Ajx{wl*)T1=%Q9{;kZ~5@=)KC< zKWt(k6S>o4Rf9DyEoam_>}-$U!>I{ca)04EKM}^EE$jESGrj}Wf1vj7_&yKf)31@C zNcU$>M`*j_2o6}+-%y7F?1~rRw&sTNK6Gfs~E+FmEL0NeRDDLghu4S>sq7j(w5Hy}~tGAh;5FA|iDyq(CdzR%Qh=d_H z&P@TW6NiNXX@Q1;eadav0PL2q@D;xVpCY`r3sq_#FM%k2=8pU5B$($e4D~^7tM6PI zwfg)kJru~mzM+&=Mmu!|!H76a(GX}FU(D%ip^F8`d5jJI5h`&G@178;Jy{AqNsl`- zEV;l$CefyGZtUslpSml2gY?dz|Myc)xf^!)k%O^nkO?>1&*l`PEP{6DxQ-C8+19|8`4eN(X?uoN zCD>pGPCZZAnTi)qNC3ILmBtqR%%W=j35uqDA^rpfkB;3R4m3z{h^>rMeKSDxeZpkP zByZh+^bO6JV%i?FUMY4-?`geY*(90$7i#~uToo)`3K;F2h&vEc>Kg0F*G6{#P%uuN zOz~fXpmDQK<;Q2dG^_$r-N__2klbb6Y{O-swG3#LW}!C(LYL5tm#oD=2lw-j;BRO^ zo?3}Qf&(qJnu3)(Gua;UuJ;A?2lvfq;@=C1UMYi=)dlx5i}GPIrO}?jQA)8R2^ZEO zDw}rQ&;c69kRc8ZFrRg$m3@8lR3i%9q5Nb*j{|!ibDN57jh>+7fQq7_+* zFb|4nt?o$I%epbJJ%;aqCH~e5wp9-O1a`BOWel3%a)2tXc=d~be(5)etHWy4`6tU* zDO;CTT9231ot-fVk{h!UfF zNH>Ya+-`eok|oM9 zH4{`PEBrJDc(5ayI~^py9@&CBaOW0+sk`i(t;AiWS%XL5;K_s{pf9clp@6qS&6-3n$U-&VbiSIVbeUVK}RgW*6~l!`A#;wLGC#vASh2U zVrLOEEEi6mG8!DQb5pd^%Tcd<$+ zK$D5xUW?Mg{y7ii9P4LqMr}LGkySK=?Mri_+cCIR90qI}7{oL@n%)`+Gb;&6#+@@o2=5cP!)olSAgO%QT6y)bdlPt;r&R8l;6ZV9AOx5*La%~vzc6F zLna6uJhE4zRIQ{U8jxzE9S^~_`*w|Ul4htVFyfJG=Z^5=s%LxU(;%PH+oQJK9r^wf z`II1P-jJrSE|$EvfjHBx#^=a{qLk7Dfz;o`W2Wo%xAKkpVCI2{#kW?{ODh0QDZHsXz8GOEag667Foc&Bl^H_&4jX zq`BosJMoEVGfphLH%PwCtyan2?|s?-Sfl*%4cQ2zw(mYHbbV1wZMspd(yozKt2;WU zknO#W{3)z6qFI7P-`_oweO~D1@fYu*d3TbPRLk0bFmJOhk44eVMNPBJ15Qf=g|l^UxmaFwZFS z3*d$I%hw+$#Ym+I~|Ic zdY58KqB;t3+)QeANY|cO zlb|;hx46!$x09)k|Cyuvck%q_1Ie1!gB}Zf(bVoAUI@Xc zM{EWGTcoS71&B9iCUqDhnYG^O5Mkzx4OPybScL$*NpYe7kC28!+&hz+vWD?X6M&j; z8%cm6@b9q&{%799vylk|pP6@QYm;7mmz?z=WWil0XuR0rp{T~1`_bbMc7O+?_G|@5 zQ`dBG11fAPZZxQ}bJgQ8KoWZxO?VGXHhTQ%?UelRo4c5SGR?}TZ3T5si+rZD^{RqaH=Y^)Gp>=w&SCMa85B)b zb0MP6sGLbj>dq(xG%oMyY%w_YdCzm!l8i`(ACWmn<>z9BL?6h*RZcyfax z26&$vM(-2e|0yo}i5jj6PRfWBndh{S4Hj3GL%tvPj7C<@BvxUyJn+GNAPQ+}D@TO}}D1y;D4(wpOw?E!uq2=pmebcP{ zlL-JhmH#SrsiH#? zrK(KoQs4h_`OR#q;ji$#+cmc8XC`WF7vHHsD8pNzNG+2v78zBNiEUe0F(pv6n2dKq zHx&9-mw9*tS~!S?{*ZB3%T0HPzK3QctFbA02FhfKLMp(0!O|*QBRTKcEwtL<=+hv z?^+a{dSGZz1BxU&8_hF#q3CfObRsSkrP%J_+VU?TIFpsdf8qXQ4EQ@vofCm20jjdj z+oZHXUwcxYiCo~HdlZ>muv$;v!fFO8CF4Dv?k9!}!W41O=g4mMH3O_^=Z#23ov`n{ z+)>B88Iu*!U@r=|xeFJBWLfdOfhN?x272b!dO5}@pn|ri@gCLlg?R8 z{dxapPsg!8F(8X4hCw?9xtsgAU;$pvd7eh*`Ln2I3#boEF7Gq20nRc_2kdbY%$?5y z0Ku!7c1)X)1TMP} zyw|tpY78Apu&HJIo_Kc${z$50J^14%dM^1TIi&WEM?&ARzZpQ6YvN!6;%1<O!+Q-1;;Q~(Bg=H+bogD zi=z?DNBMhT%Wjjji}-D*j6R~P)w%UBqXt zz6RnEO!q>TN+n5PIZK_HQ$_vKM;Wsf;%&NQqpXHK=}r`2*O)^FC^8hjE>&&{pzSPDbrA|EG?`)|Ln(g8T` z?5D`AmBhew@&QKk?vMMWE{^txhW~CE?xKNf5!d4dL<@M{dN8}p@tIoUi!{Z<0wWjy z&uo%PFGyS+c2># zOE2BsT}y{7-7O&9(jC&>EG^w2At4}=f^-NdDIp*&C?SoM@8Nep&;9)M{>3$CXJ-$5 zmNPToxx%^H;Iw0v4eKbv;-ae1czD~Zf~yrhbf&<|2{kC2(ymPEPm=uoyw|t7yuh+_ zCyp(&bn3W?l*;_XS8!Xv;v67O))ttV3h15a&;3BiQ4X4A)`>Q`@BRCf=F-!FzrBnJ z5GVmtrtkI~8l0sb1qJewz`1ArpD6ygZO>;kLTrVa1|9D<17}`I7PmckY@hZchlSwa z3}}g`J}U&zPAkyKU+z2YD^hgrYsUYYnV)VoYHda}eUo3h?QxRl=q`@+%&PAvC@hi3 zI``PKREZdO_sAs3@_Kh&Jy3sBd%gDqx?c$oh(Jp;t363WFk~qQh5t{S(Uuk2u@xP1 zTvSB&5^Qcl7}a_MIPw(C3gB&qwCR}kSK6rbQ*$FN&&9}WB@h(?;|ylb!fI?lXhltqds=8)yz0MhJSdd=Hw*W9 z+NLh-S0V)V`%7fM`-j8^@Up)kb%|+!1Ianuq9cyW4^%+9^Vb0ub_7(_r9efHN=mra zh-%5q`n$RtDGEF5|3Dsqs+sY!O?L5%Y}d<(A<8dco@Q5;YG*XB?0foH`xp;iW*wM` zl@rvQ;Nk~w1Y@+Y+Zg9ze(l$CyKWxq%=i)VsRh_&?qE+QlclGkw-7f<9-u2-juy;U zJIo)?X*u8p7w)ur>RDOMP42RBiHtR=bZojb6BO7Bm@&G*P;?ouCRdZ2rYIAlDuo+W zxm@x(ftpHW0wnEqlg(c2hS{sl`;aLsvRqw3U-w)`_jUd|a#=Zu4|K@?a)SR!y&0y3 zwaD3aQx(FR`zzpn2fq8nElrjGgcVmZ+Cl3Y@(!?k^kzL;IEPHitq8qa&NF1>D|wFs zQ%PdsB@v!7{iL8q3L69ciiJu2x$b{~0#g0<+-b`bXHLg*>E!FppgZVpaWIrNS=#|5j;SOl+xghVh$4xx z1oM`gHUlL<{s{W$h*t$c#c84=AoCy9{dsK}Kt8X{G$sHUpYNQk*D;4+>;bz3H_eI< z$z~?vptNHzl*m@j}VEc(S5A$@FH!f@;V{+O|QRYBW zhwpV2g@q>n9XPzjcNRX~vcUT?7x;)y*o*{DI$?JJxx==k(n{=A`7sZDsd+^mpS*$k z9Juwch*rD8S(t3kuF~%0KDb{q@0@dD9k9zVu3Q|Pc4#h$#D9O81aWi-Jk6a^RL|t? z#WHR>&23hkoZ`V0$3x(^Q#w}KT?av#sgH=F{W1B()VY&|gfv&}v(j^TTvwfS^^yew z{XPA-vK>S}Htb1_h?)=iNL#WEgtuGy;mhSIA)^VNp3S#z38NQepeVaW}-m zqo({zALTR6n>$*XB!E4(x|~&Pv2miaqnBp^vf|{hj+`eqcW=kk9|o5Gnxc+u;5fn~ z9sP`|u+r$?4B5Fo!`E|unc7&KsSonjE{*sO>%5x$^~?m@t9v1p5t2WrU4f*?UF%Zz zcX2$?V~A&D<56T+?Jj_*gLWB= zqLHZPN$`D0`J7 zaBN7V(dV0=Ct6TbW2WJyCJ7v8@^?^EbEckeO@i1-0A9zpxu@0>b|46{su4R@$+?xn zhS|4ItBt;<`h5!jhlzq1<=|o&3LJ^k(n$?Gq6Q0~lAP&CZQ}reFZmPtMyJIZ61YIj z>-=c)Ai}=UW#Irk z7#DMH9Kco^;FZB+DFCN!z#@F@0iXj3KT(v7K5C)-i`_U!A@E_ETD^(ola_1xD@I9Q z3dbXe^ndsE1WpLEj-X@-Gw(jfM7lcA>9)Q9=&?tPq^_d#-uCgM`8F}qq>>J&=D&cR z5lW<^z&_EVdC|C#qM(Ws&NU`>t^txA$P45N(H{LmT*vFZEvH(;6`hx^VeHp!9@<&U!5 zL~o(jQ_7zUU+dvSb1DO-;2}TRb(T*M7k+>@3F|W5G+61geDBAU@bHnbt+uOLyGs8q z$iDPe)kW>Dd0PrE zi;wh>YbI+Z!Z_jkQPYzvhKHMAg60Lg*-2yIwdK-I3uGxmME&sDFjgd=)Z9>Czo=3D zht}gyIXago1N|x*xMZ5#b%a(`+snu@!e)5zf|G2SNBC%@^oPI1C}%UTD77Af9nLvHJLUWXVIyB( z3V)K7dBkTteEArx`={=E{HYz4qt866Pe*(DD&xq~!sc3=|4<*x7eVn~gk7D&bSGq# z&RyTXvJ!vdN9n5SMhGMd8+QG2$ZAs2FZ{Ty#f-E3{ht6Z+dcP$Tc71uk+uJ>c6@C+=n)nTC<1-wTU9e0>0whHz``n&VDJbZ*vzF6#CWUA z(n(i6DYybuu{)IF4;_M3gB3Mp>3XY1FJ^HoY9tc^`>a)uSVGm2Euay4y$tdPqOs0k zo{VzoR_^@%NrjYhads#9itL;&A6jZs)YqyyoD?5EuJXB%qCQvC;r$OUl_L*RehEqX zxBu#|bjB`?3P)afs3^sT*{AhnFj-AFaV9jK*_w<8{MKstjc)`uuOT+@;1@7B^o-Z1 zMD0$B;CLZXG!6ufsVOS5x<{Ddrke~|24N-3XhqUVw62vbHFFm>kK~QjaXf9QT-#k$$gt=a*pb5n|6;k{~v4lWMhYC*6vS zD#oQgqd=g>@`P z)5Gq!{v(nXxcQ3NxfPg);eb{?gat96I*E@a+;7SsofJVuVxLgn72hASKF#!YNK(g= zbCNdX0eR4?2d&r7W;P4!wBO9WVO!Zv5gynVnp;P{I>g@Vhl*aKn1FY@(nvmL#T=3d z{Gmg3=;hFQ+ST+k))sJ8qy-)K6K>Yc8^5Zb<>d+|(f79J+>NPu8D+ImlxLYX4ypnW zMqxHIy{1FSM)Q`auG3V6cqook~Cjed73T;1u0Em4yEX9Si>VYCr*fZ$~vH z5w_QhtPb+>{K8{Y){Yp0hhd@wul)Chn5eBiZ0`}&f_Tz(pAIa8dJ7SEkn{$}Ki9)h zn~vCATL=@oOTl=6VD#NcKexF>tV|C7@X`+3A`}$|9>4`udnw906A4&1gUL}INZP)d z;%rK{dZaIsf_=#6;ogImUC9HNIu>NpcIuuk%RtZ>3pPyVIKHAKKZq>}m)RT}FbAPk z)%$VY(I^TV)+{tJ7=0iENRvN|%WLY7tbx)_$OwUg9ru%$YvpfdFq<=QcHru2`fu`XndyjDq$pr3~5!}Lt*gRTpTPlY)m@X~AS0}&= zU(0&%xn;o=anwX+(klW=R}=|X;KZWX6mabrK~4%3FnfYV>$FPqnFnV(48@gXL-?1r zU6P&g07o!vD98VQ;BLs!+ftvW@n+?I$N!(V=}QL4OXcxs@ocHQ&6coE1_mn}%G4+E z8HxkmCI;Lf3u}Q9NfwWmCSd3rKhAPiDIr?Qa>`^NV@n9cF+TOq{WZmMX4@etwr?`s zTg389mMBU(hK+TNmw#Uk`<9?Qzx5eNjLWn$Q-dh8@e{?)yF>$wc;i`L!>Cna zp0)8R=}tf^(~y`=9?$Ex_(CUA$m2*e_GZH`g!s}FbY*HAf8x6MT<4RVWc`A3W_{UuaZv zL!=Q8pxyL1bhR6+MMmL)Tef0I9FH+0jD zIa>~gy`2(uM~CkIsIAQ%%_B^z6j(Tl5s1FT1_)$;S_H}LDF|3RbERqQhyfxigRVHpG?7v#!?^mW8qSK<|m@$Tck(|TsFsuBGJEU{cNC_-s`B1`!OgDXdHhS}fKVo%R<%Qt#i;9^EDRq~AFWaW$ z_hR)~dxH306y6Gv0)eb%}?2bzndQkw1hx zBWd!a9{_|NHYFACre{NRkd3-PXM*S)Ud(W9kQGDpG?1bSND5HtE1%qgGU$k8_bH+e zWFe8$__B`BSgbPqXnBZS)P@uIGff)rx3pgrxT^mZP;uR;R@jQn8#A-~@0o`t|%izsrnFnbG0xue^UP&pL|l zqA0I|FAx7O_6znk_RjpYMr-=@p&y5{I56>iW<6%TH`ONHvTt5SE1kxyUz>@Hg<9ze z$;g>|PkYW6FK%LjDcDkGibaLhk&yTo&~cwdQn z2ADSs48-dJ$pdVps8{4T^(couNo13njK$Q`Ol%4F0!Wi-zGg(QytwFnd}B-Y)h+S~{(DpKe_-h2|3asKvl_`SMc|oSfy4h01*O*0 z5ySmG`hn^>H0V~Pyk)abDikpWu9!pSS)2SxnG0n(g}{d&(~Q0q!dxSVOL~Oo?W6hO z_=(9fKj0OkN9Lb3A!85<37)6NbC%nibRaPoL@%=`408)+{f>m(sS@}N7eO&0KRvEC zTj%HCskHdyop(_~ZM`(3AS0cz-YSQj-zc&uPyuTJ`ob|1Taeg8dFwcbEXb@|v5vJP!hqKJJ z<#vu-V(ZOJhu?m+nqcipwtcqc?$~^a2}0(wBo~$T zUr?e@`&c@!(sG~Gz7N^HJkJqdbP$>Hs7}!WiAu||y|Msm`rypu^kGoKM2{m}`I!b| zjg1WuE8sr-x0>m12o;5+)7t=v{Oo!g^GQXoY^Qb2MY@j7YQ@`x#2z45@WZNF#AOG( z!1$JY#mXZ_juA%*?WI!17?2zzzNUtmOp9O`G|e^11ncX*PVaiRhyFYlh%F3PSb$N#aGNhn&l=X!xu(fKwPyT@4yi2uqoz+tK1+2!(vTg2W)UL= z3sc>=H<-YS15yBOpzHzwjU-&X{tvsc!TZoR-_HkoDv|S+0!&&P>>pIye+q)vllj5c zMhsv>#aZ3csUNbL>AO`84%Ih%T4f4M6UoZB#_YWZYSANU54ky!B3T>SV*@n#zpWhB zt;kvzf(5|{hHfzlJ8hsU-(W$1e7IUx}eH3#37J$roqd+i!V4W0|X&^J|SocqFlO-fZI@~eQCAdbdL7Vq)$Ok z|59b{!Ukz-s{dti{TmK{fc^XTLVQZ|IZ|vanf9>NGhnS;$0UOBi$TIcRba|vXNk!^ zX|gni(Hr16$ylX(_#)^nQjU<6@Uu3w21?(2_{v8;%z_{H`tyQNVz8JvXiA0|tU{J; z4{jfzYmTBv#Y+3Nu5(U0h)oG>9xjN@fHSqu(Fl-GHp0+RRv<2jUuD92?bU0Nlu6)h zCvf2A)$6C(f+%4vbR6C^E5C!sb~b1Q=%yBaKW9*=at0qVDF0%qCEyIJ3gT@}rK>He zbaEn#MMR{?Rd1JiR)$b0tJ|=`Uso{*0(?N(Y(%L7;~YY9mgy(rp;`zQiQO(OP%E85 zQub}ye8t{(r2WuIVp+9hLcCu$sx-C^o0@PGenmzBlpLd2=yRrU zDu1xih%3Z$&0!~qRqzUKROeF2HCnAt3`I|of?J|U5>0`fIjO>6Y-Ik!zdZ#wYJ*5j zOf?I`AVMCvXASsft-=%5#oDS$`=f6HT~mv=&uXQvs$!v60)$f_)7bzbcHkelRDvHP zN-=$K0jE=0#8Sa>t=r{HL16H8uAg9C^owH@uhgEu!NnO6C`WA>7)13h>h&hm2vWIm@h`e7qC^9UkZD zSD0LX%fDo>5-y&F&6h|SGeWLmQ+$`(*W#;iId2g+lulh6DUsh_KS8&6qt9t6101mq zNkO7G^s)}Zz{B3-C=wh2X8RNc)H+EJNzk^ZTBj`#P#1_!|LObGpOBtEA>1jGZ_MXK z3^rnyV(+BiQIgKarv30V62)rvbnIlIW+%AE?WY5I5VhGxV^hNMQU2&E$xXX}ilE{4 zSQ^43&Gbz0@b_fpPOHKo7mKBiVBsN(5<59yIar)E6IT5C6L{fe6*X;p9=C2Y)Du zY#&Z0yDXV-bOO{vO^=j53kR8Lu%BU!3;(IkE8EAdAs3w{9GwDnU~h%=f5Hd4A=U`! zVU)6TpcTg&c#Vym10*7QDFJGFAdk}&$6_OlAIVvS^87+&WrzXar=1t{)`12+mjdNZ zx-?!|CG(>Y=*m|HCnSSqK@~FFi^Eo?H7g^J6A?nrx8j>IQf$_aH)>P1ECJasYs!RR z(Y}Ma;KiU8Yfc{$l}7vOsJ9vSpK798d@#BKLIdlF54XhNQqv5eJ1$GqDaZNeEV6&T zq6pYjaD?bcc0>3ep&pBJ32$c}u|=01X*mLkX!+kk?~B}pblxEy*nyGJsO<8EV`t1#3KpM*7!H#Rqd4ukgTW9p^hbo)dQ9a9KOPf`N33j=w0 zmJ}3Bzd%z*D}ts)*<$T~5%cpWR?8RYuQf zl`Mf#W7@0)}+C6y&DezP2> z?3UXkSXkc&Q_c=Ib5Z@vjhVv#DYo_3*f;1UaEpD_XP4(8>V}FAwjgazZ)Zie?+~K{ z6}-yxzo!)Cl$0AogIvKF#v1P<0;1TdUggF-Ak{fT2A;OZR7&-(!JS{jhSOq*pnL$ur`}DH+{zq0exfq9)bWjQj^gLp$S1KFprTM? z7-*>m`X*9bJkHyIG$(?t@k8EVX+dy~kMKWBV=I79ZNFWQ0a?eBa zhFm_Ejt|*9Vgb>U62fCtQA;oW0GVBUp(bY z_0*xGMhgQOr#{@g3gWK6%uQFe46sy!bY#sqel3{Fn!C8>G3$Wc-~ItR+`ee?JSR0?+e?xueGe7OeB@#UCtbdu{=V8OrlW`Fj ztZO^IDL^Epa}jqBxG!%0A`PtA#|yy%l7>u7GW3_>0i~~t3IJTeD9K3Ap_xytce9&mh_TCtSE&)$_C+c*+bbxZ#Z z!0{ao&1VGbt&sNE`UZ|ulo$G}MXWcA_tW?9Qrc{AX1IvSflH(oy~nRk)#?SR?! zE!ROlKrG+K7E}<-<$Zi!$*eM}aar_TNG^kXj6TjGb~itwmFY|Jf!@xT1pAA3+eS%k zKQ3yey)4?g7Jkco`*l$-zMypMW)cbF?y1xKoBrLPb>2a-!qJeh=j@ojVSOS)yr;hL z(S0K0R}V|gT=(AXs1W?pJZ0|Sh3D=k?$O$7ufmj=?vRE5urZmj_QK*#`v<;DbF8^$ zpSE{@-JPv|^^nAV6TJNJ=*m4Q0!b->C3%iNhx0glUknJW^x6*iyeN1ZDV{xh_26C? z`K#x)bS~-o_+RU7>3SWhM30F32aYi*3KiT4@5eimgEP+u`f=LGdw9sX-^1p)!MUxsh1iTN+h@#iFpu+rJvLwMM1ee&1q48WcEQNMHo zs}Fj9Zl<|OsrD>Z_^6sZGaK4ClY>6f{(OUhGwAh~UfEJF@sA3ARNcE;o@zakjoL8d z9K91?v7*L}uQ%1cV&M^@i9DvM#*{l=`m7}`JDEe|OXey6?mSjss$80v%-3LU z1w1;25Ik`c7>gE)3lEC13g4Z^(BntduvSkjh+0)REZEjaiOuag6*lX%{^ZZEVT}vo z@fcH_DIV39@QMxMsVVB+yt>t<{0|rOxQdfH`KE>NWbjR2{JYeutNhiY`qqkBvF1T^ z5J9TXywF6zIPX`u>16y?+sO!w?J`jcnHxSc#&OME?W@b*^R$R z36}%CV)>tjRmjP2FsQOrmNL*&1v~8f1ZnntYQiNS{wR6I`Ig)J^(T_sPx@FeV4wv^ zp!x9iqWDZ9nRKOI32y-A(*PZW&D7c%Ivb-6_?)OoJ_Qdl!DXyJS3MEs=^(8mZ=Inl z#L@2d1JQ#<`-oc4?IWi|chC*B$D~K)2%^1!y%*my*yw^-weYho1D&y~o2Dznv_M#i z7)F={C1l45#K2^`YdU*^cYd9K*oQjIg|7DxTKJ^C0M0v9<|Ol$zx9pH({Wfzi1lY z`#%|giX%J)jIo>6xzWfk$h(2gli=l{#zghNlp62LSLQxB!DQwMokhh(xYfdj*XUYR zcOi{DQ$|&qePk=Y7J(Y+D^Uqwl#%H+%Et}NYbzNt#OuBz9k`kBrNnO6om4ekOp9v~ z$LYOTihj=kQk?hnCX-x^d>#*+$Vz5eK))QDRE_|g#Usb8D)P#v(S3R(mki(xk)mQi zw%A)RBXyZd$T_~O14I`dlIL6Ef!XA>(neiS8(Lma`8 zY64K=+5UV07(}F#1LRFpAq|s42Syq7bSg7`4Z$r38el*wfK8uKR%Y9`o=*re1aPQ3)S~+0aOE0oIom5>(9-ul&CbAy0dB;;ygJ;${&S@ z+|>xvwA$B@@%HFa^+jOncX}J+RJO6esqAqz9nN>{L7sF5GYmBePm%11ky$pcZUVoI z=wXiOB?<*M5mZIz08)~Ok#B5Xym|_Ra+-%7Sch+xOXw>nuv>Hdb=F@xcaBZqX1H@s zXa22}Y5suzdsEs7UCKzWaA_s#(u201T^FeS=$*$L+zv2U0C{^DV-uP*O(;F7RzK}5 zNvFm!{Xsa;{RHeg9@GK{P3Y$bXr?sic7U;^qRz@u>1?3P3mk=enf zZVQfSyx3=G4SB&JDBmiYZj<^&AZZrA_+?=j;goYoW)1YJ*0eZdz_9Zs{jJs9J3A;ke zLPtw$%AE<+&GB@AW}&;lpGyDsb~<7DEM+1DhFe|*pJ!^Rc!4P`G7PD&9GhNh?hdrl zOYW0R#0CbeBTdvTS$dOEwpO2WXY?Y=e@LJX`^dg$b@X$&52?WmJBQa&6Cw3nsuz}- z?y-LFdkZm;kCo#HoSg*Z{d_J5SbD;lg~$Q6L7-Kpd0$38@ZL4E9+}tU?`O*9-M$?U zi|p1iGE zi{eSfcY!zqK*Ho~7Hfpj>Ho2aEsAZPc+}b$q(f+RN&Q}Nh*Zfj!6*r{P=38v*MYcX7Sq%gD*EC z>s~f&l|jL85gRcX-t1KO9sBoZ?7KDkq?VE;Ht(S{9`H(xx?_7oqagMo^}az2>ML(& zkwY){=SgnQMZ-ke{RTBfe#*ahx@AZOs-9l@Q=!jt6b?qYc}5zK#ZlQi6yjtn#wL!N zAC6OFfX(XjM3>`EDp)5ZYJt&BU~+Ug4Vcm>y6ql`^lyG_MMoiW~e@9)I7TbF+b6x#1z>?u%gHHMzCKWNX8?=p(KB#jb&Tq=0I6ET@)8%qywLPc|QoJ1Hd%G-A2jlsqJrv0Y{(l_lH&>gGcqq=~h``q~w z_l(3B)>`kM>YqAvK32a$KMRBERNPzu*0HEG6A&D^Wiqf; z-z)MhXN|678RL9O0eSobV8jEXD=;_V@|yY%-OeWv9lO+@*Xa-{s`-jcK?m%=tIU*pcfwbF2UIafg3Y0Jly~UZ9qHU2l1f(pCh?>0 z?1hw7Z3uK)dDA0V{3M_J6B%#P7AOQmL-vtw znQ#5cAbc$CCqi&AnJ}!OshP{ytuRYBp#J)WNG2-~mQ}9?I6JL-RF3%y2ArYBYLM;g zNixI=tRd5SId3*)iSw3{+fRa@>~P9NPfE$%CLdz~k@T!y4A?3!4n-~cQ(=U(eBzh1 zMnQD}RPf|1+nIoN@TginT7BPM+kkm~&gfv5k(P)#|1`-}pLphgTRvm#vGr0ka%Wj~ zd|Bsl`1es#T=iOSxv85ErHI#PA3Q8oizuC9#b{8To?Jm!P;!AOxd`Li3Gy^b#l=D^ z$wom?9PB%>d`^?1ja`Lty9(1cdMbbrQ1|5zYkFc3Q~}hZVlk_xyfO$Xrs&~YG3(q$k+ke%TXYS1o@@P#qrPB^R$IkSD;cC{t!5H(=VpcKgGAYjaitVn6N(VgkL?)Qco2Cfihm)_V z)#g*yzF{$~?z?rv{9GD|m3g&2#|f5!X*I$cWawupH-$fVCXmLMP{4N3Djynr+;I@r zdiIaUa9H?#EYn(Lmgw5Shz02M6Xfw{!%tVjSrL@VQC`qSnoNqX4BrX#o_d2oe|^@0 zcHVQ*J+0OzhEvSkw zH3cO>W$MitB7N}HWsxeI6hNB{WYI|0my8ViJdq3_Wi^dp7H@nedL-jtX0m@ekRp+g zSTEC%Tu5bDkz|ymn2{#XrXfhC_CYF0RTxO_p6|Dl6GI!Z!+w|spdqg{*_^&CVE|oo zZLMu$p?C;nOW6~)gUsQ;%%)5}L8Aq23!>8L41*&XjJzFX1YOHmBmW`=twt@#Lypsj zQ093d9q4sQ&{esF;Svj|Hg7DX|2eyn#|;{?h|C*E|LgyYUqkvA*a6Y2unZ19Fbn>N zH2w$Si^#+PHn(=8@I$gzPMxSGQ$MPq6u1eB0)$6`q?yq@oPfUL&}b;76C`zBDGGK1er(@Uuc06dYA&}6W0oIjs zcB4#wmF0jUsCptr3-Kqyh} zP|CeFx2(r9e**QvYa?4Az6cm^cCKk56#w#T6U6Kwup zNc#UE`V&LI$z^8^_p@*cL$)S>n^RK zj-zDvBwZv0#b*I)0Iw7Lj-=mMDABd-PEU;+<9}$#)_8BFU=`;zfhPV%>&Fh}Pnx_(17#n(Xa&W-uXG%v0#WlL{=XLf6a`AJaGv7P zynSY5l|f9W$&*ewfynHb-M~T_8fW&h>0A^m!~?|gk@LEpGdQ|MkwgX$Jg+Icf2SxM zLt2|ueU$FBbqj|&HPrM07yfZgPXf|ju5_w7L}t+z6HoAqaxZleP2t4Mjz4w@hq-RO z4LVr^!?-}_19Mx7VTdUZedMPup~yt78a+L%T0Sb7g|G%4XD=~G*moL0T2N$_XE48i zK#5^Duf;vPSE^I28QyMnH5yhr6tigt0y@<416QxVL?4wVi3 zzx^IBIDIB(8v%7d=P3|$LxT)B!i(`qQ z9&Vrm7f!(nV~^u`{}wFcb4#V4@j#0@_`Cg=lW-&K!Aref(M``+{oIk^6io`u6LKKR ze;?DZz2|lLF$#hb;YuJXaF4xpc1p4*KR2etf_a2<*W!!GuRahiJ@dhDU}BGbhz~L- zgKajLCLF6t*5v-iSp3TldF$B)%l*M zk#~+hf2-14$=YtS>Vd#b&`0)F*$fZ$#ab0|HHJ+l5Wx^(FZBDg!$Q(SOo4&QHzdTq{ z5)3UU-LMoE&z(QJb3i{oMm{}pNYQ9;#Y5wCsW|X;xDzVzV(l%$p@1#DSF^7fg`qxo zJkhX+I5HhIH8hQ5?x*DC6Sq0Xzzt-)#J}QL*l&``utkO|ZAl6T=fzk&xvq9@XVICG zgoenKid-TN4pKs3)q3O;mrC(V70;rroF6+R!%Pc-45Qd{+r$H0CuHbFzS`p3^QAul znG_G<5j6M*x=}r_mvYfqk>*%U)IByL8r0@kG^8j}q|+b3-HyP%7{hAzy>J`d_4&ph zcgTS~Q}e-l%0FI z{_lFxkEZjM)T}RicK*^GOs=RL`PG%0cs~YxR4DML#jVIzs*U!lOYxB#=4x{(K-b#S z@!{VNw1K@-5Q~Gn%x{>HqchYLLxB;6qAl#|)Bz}*$&6+kue?`*R)ugy$+GNjIt0I> zq7ht6Q|UQ?A-8-@+dpU#p{Dg6$7Ql_Zr^M59uh_^Qd14Gbk}$Y^cK&JxcWp?yUhM& ztZ3~6YC0;j^xk~rmCrKr_wv#6GzkYPvDH$9)VKxUb^uGEI$i?@;f+SEfkLEb`>EQh zs?qpj1`%E2a={(`lrG`-EvQ!e`P5x^?7$}R{miWB>{OHv>JBMLl2A=A-Hj%hg6C2Bpd>z8)ssR@XqqL|FxmU$(3ZRzd zHqNV}fS&4$KKhNr{C>uHIjYK6Sn60Z4~lpyO!V(e{ESpeQVQc&jgei)|*i@_~&$|KQyl?+Y=&c*$<3(P9JC6o^^H?G4%dRgxrM7mOc$wHhB@l*6RVnc z?9A9?=%`bpbSnVuAUi3Fm~Hjx*_+)pnnik61+3s&%)^G|Prc5i=CmHbpF23f1!z8o zn!M`<_tH%_n*v`eBV6(9qLkflbRE@R)3t{_9JIg}j00UoIhYC4rS|W`&+Whv>Bq?M z3I-Cv=2t6+SK^>G1 zY1Z+~^f&z%8+edua3!fVkV;Lt(PfpmaOwateb!grU9MdO{7JK>3{Vl@fOx|JhV=(UPu4pzCj5md(r-0E&TCz}MS6$R@K4rw;s zEvC#dzz|T*E-lvFhc73-pLhn&KoRGrkoZBWF}`Z0xF?>PMxz_YP{IF}i13+$BQI<> zG(pn>#e}uIl{Me%lYBLAgj!!k>!HmuZDgb1k|@44tw!e}Ifv77M~*ZQA-a=#pv(09 z!=Z{A@#v>|r`pA`27tgP&e%3n8C2xx!vv;Ic(WTZXZ|r3mhA;FhL2 zrH=YwSK!x-eZAp(exIRm^z&!=4!6UwT|Ba;`_q16_$jRh?4i778x_o?q8V&OIHg9s zKa7-ly=g;uN3FzjOJXeN_o-E`2bcRnynwAH?sGw{0`_RB>d{6s0o4f!AbNS%u_K z$5a;ga>_ZP9jd$3)V|0nHp-&ZEBJk$iJ6JVB}N)iss$Wh;(eAduU2Cvxwq9B8qmzo zsjB+OHv9PG0sj{LSEZO$u6gUm)&>Httjup#zVlGVsb$|J-brAR^4sc=wu*Z1laD zX{bYV#94@~h|jZB9oUVD?l4WMp{1m7f1Ws=WqR=AC0@E$bzGK$fqr8mzd})t zRS#5NV-PWCDgD)xV1=Fs|LD+t)Si_c;_>;_Avg2bx#r}*ujuzbkX@!pw1hsJ1kDut zv!30-3lcdUI{fcPd-J{2z9A2>Kx+z$8zcEBKZ5NUIcs3V-<>q+c!>hS8lJRJ~44_jC|QS~}E6X#Wzed+$mZ064<3@B25 zT)J~l#r%r|Fzt7S8>ddjfjQ>s>W9C866MJxKH03`N9GeZJ`Do59XWoY$PO{JP1|}u ziAN^^6kWGoTUc%r{fk1x+;195#2Rr!2VxNM%b}zU0ayN&J)y%njRw zy_C4=Qj8I%RnSp9phyXg~1Gn|by1 zMl-hbbjvLMNeF4_0r9NQODcsRkHk(>U=1pyMI*_{#e1`>OZVw+3|N`7`+f0g_XZOd z86gz_^?#d3={-?T46iE1_~UL=X^D;7O?3or&UcBJ>Tq1Rlgq2+vY8*FBpSiU6Z5v# zf?CK1w0PjswG#K2@2*Z3Sxsk0L}E>K@vlC1i_in?em=HJ1Bmp*2p zkG?E#J!%Bxzrf3|thR2Cu4XF+!7{oi$mirK&XaZWZ$sg4?OH2H(-|*YO3Wy^= zBIVV#zK)sORdk`MxMX=jA#&wtf=sD@v#w7ek}@itir`BVaaa{?OF~Xcxf{qI;6hN2 zw(z?Qghx68mw5t^`LyeYG>fPxMArS*P{E0>jZE?wVc354g+!dq#k_HCOTJ6ZUb^)| zvTal=){9o7pH-R()Rw&*xWu{;5xEo=W8UgGa_{+}TGm1)xCqvXy>S)Egg3Tguwt$P zR`gRQVc6dEtCm$sO6fSO3H?MVfn#Sf=~%07{X}YkV-qsz7^^ycO$~|IJCe8pu0M3@ z8WLTED%#?+607r-+hzvL>q#&cDU7e%9)Ikl<3@tg!Ov%Q3!h5kmgysvajEA{d3Mqg zbmZxlm_+J&Ohb-@3>Yl+zb4rU%8N|Nm~uVN19&w4Kepa7E~@Q)A3nkWBRO<;cjriV z45^3`QqmnmNOw4NcMK>Z2#7RFcjwU3(gIQ<`fNPs`}@Cn-raMrz1Pf#8TMZLT31Mz zU781wH%?6}G9R_Hp!nZly#Xi~EQ@H$OH&c0D_9By4D~Rv`I9TW1ORyjDg5+Hzu%hl z^(7CCbLZj3fONybKnxg#RAxENu;D~FiAZETE0?OVJc0fM34exKS|;|-52_$IQpq@C zT`kSsy|R)3&OoXo@93!H2aVcT!dKIud>d!$Gl=ikn1e6yRqmr5i2z)Uq5%&O9I?dY z6Ggmyg}(CUTW^r#)j|Dn=4?x98}Nka}|!k>EJ~6j*Uwl%5I9ZsWpC^b7@En z*KSc$v}n~8MX>X0%37F z+x*PNl!vO~Dfl|>CkAlIs*tB(1GSxvUrcnG5Jk|Ztp|Akc{9IQMN)8~{MksG8v{EQ zO1PPjx{?K}lQ)8;dqmS^9%v0xhxk(6|Yd~s33HhW}TANyZCKCCkYqI zn$1!~1@Lj0S0;HR+_a>hbsKMNFP!FV|rj*u*Tch_AZp-|-@TybkLY?3X!vs<_) zIz~eMA0bekK^$mL+Zc&gS-)Q7VISp7C+sjCHyhu$f%Xmb7+9C4g9;wb@O|552{?>GPYK0&&HwAh39Z$2? zA%@FijdS5brdwLABOmG%aAc@Ao$@n^R8F)vU<+RP)?PEP8@mW_ zem-7r>1OefOL!!{+$20RfBWN@fe{)FTCZ~=2Ylu_!X@8ecD5UkJbcE}`;Ieiz_ePJ zB|8*Xb=OiSUDg{FVVX?JKF8*M+Aw)=O#)4T1ucUYHL$yhR3lXIWYiU0?6a(Q z&v{ArK}W?0kmeZu6n^4b5Aaa_NibXVsYyhiy>ohh`@rMZc@dXafhl7V`A8&xmK?&5 ziH-WfY{>d8YlddBlQ9}tQk|wMEYYr$h&8+a3KhyN^ZR|Y^aHz(e-2(1>srt_Nq+VK334o9FM}6On zMgoCsnY387%w(B>?H1s}D1R99i4}lNJr-(XXzksL{x+H5xX;hI0UQ_T)n+jKhbmi5 z6o}lz)XIkgw=wrK0)Vt=O#FRNFOQ|F1BCoP$XVo(!v7%WL-1excxGnW-V1oYe?jG1 zy#GPTQ5Z4*0mwrD2jX8SnU0jhQw~_RJ2w4EOl_`1>W-xdF)cD?evI707b-zX3Ch|x()RAU9J#lkK61iF>2SVKJ z0)GL4hyEMX>zSk>MdQ=G{iER{Slqg=J4mj9iI9$wFvAcE_X6JE7KS_Nq#RlnR6%bK zzeRC6nPuZqzla`6aLMWlisc7G%A@|)@PF%pgo~!*m=C?7)S&SviS#NNX3bX2+;T{o z5;%{zzGY+2|Bz>9R>N<>@*!%H%11^n$R6xFU@AbqnXtXeT%+&@2Tdk5Zn1Xx709q3 zIEq408O{S$(UMA&gYBmD69@;m;M?AtZB_vbp-ptn zxy;J?*8edF#p&T#&XB#dYVwiX#|FP=T*z_yCBM)CeD1U!NmpZJAIfIM)dJ2ewx513 zaN73PZt=s~da+#lccr))3YVfF4lTY%1WclRUhT;#1xDIlbgVLbTxtM&o#ZV!*{irZ z!Q~NtUPlKU1cSa+ll{}@b2DV1ebqF?`l>BG_Ds|7O}*yHb}bo_x9mWB2C>6& zkW&(Ct<{bbroj|Buti1)n<6=7j@b$8c*v=|hSqAM%}~(as~hp4bE&#hx5;0tp;#p!{MQh7rCQ_5osd1{wG$R~T6Z{a3$(TjVqDUXFF6X)6{P%IB* zlSpEzR6#1v1et9yBCA3P(U*We0FE(QnGb-Ix%rKQ*1a%~T;4QT?H5rN>b$993=6|_ zNj<30f9Zoa8C(ALMzYlooLLrzM((1xhf?+w>DiVGJN?YW5mVmdzM)r5%K;|?mOq>; zbWZ*?16=z`@X&M*025V@3DNC0^D7F_VaS8G{tO1Da(x|yn`G*{n<$#r_Z0R@!MV%Xqs0fS?n>rG^e-aEV4vc@aC-!QKrJzSF`m=HY zZYDeXDa)+3<SHqIFhR06aFF8tzNgg& zyWP)91H2tIiawdW_3zon=RcXxkjB;pz)aMe|F4GrTd(IUKZ-@z-x2yvRec|0Dlic_ zGTu^e?1BQe9mdnZ;nqHWb-)J_=gk>NUD+OFD(Km%w`0cKb4**HA#6e3sW@muLqR3T%>=thSo8y;b^?y?WfA~1{P-1~? z#)77o&k>wi9V&Um5$g&ZVREXLj`Us9gdzw2vh@V($qcxe6n1kLL3Z>C(|}waEg#(G zqIv@0)JhZY9jUk=(jwsF*rI3iGjA!RMgJ|SPZlRN!*%b~%>pW32w+#2+3xe{suvUB zFAbcQ)rR1;m=uL;iEB+VluHkgi@@8o#AkeJ*uaSQ-_;CJVjvIIfIghVcFHe&&-P90 zCTyBJ=5kLDQZN_*$j1Vk+Ep7+MTLU>*Du6sj>?1bi;8)w^eklciQy~1zI+%uvgtTg z!2O;OGb}quo^TX<6jnsoxpoK7RpA*g*;Y2tpOEz(zx$^cjD~q&LB#|KP$|MhOp8`vP254837Yo&T-SaSu;ytW zK8g$x?XA2N_^?>tX*1QFxAEkb?G=pnsHLv- z$;DB%0?Id$1(P@?(oB#=%(PD(8-)wKhg14p{xa2rT_t0vR{-{o%6=TQEOxO9A zB0@!TyKCjh)2x-*BdtUFqd*f+47l4|+0?4dG3&Tiv7BMGyVARmr7|$69v91l&ux;8 zu&%ao2k?zc2lk}88EgUIR>{`rGP`IPkC3Eco@T^+%{lH^Y(ys!RJ_cu_k(qUzM^qQ zzz&}EK^6T);=AdiIDbccish2rP*3H`)Ykz$p{=dWzz?9q;1n5Uv5?HP_fB(tf6{Af z1x7w1Fo?UAqA1ecFe*2Xjr}ySFZr^HY0pre<;G5E>hoh3Q?4vpfDt${)qgegPkmPj zUDz(+iQx*S;6o6{&z`XyX7CzOIH2d6?4@3{3g64xrL9q2EAEggw_6Wpp0`Oq+76?E)PdDo!t6vO)$NxMq9$bDf^&TepZK`K@!OhBFv5_X(x)tE%~+X?x2vnTJ62k3R>pP7-A9*qQ9csgkoc98HiU1S z6<6g%go1WliF|vjjYsU7Z=(;xTN)ZVU_k04PTy4c1>&{^D-2!VShktw=es+BxNVG* zgU-~PSC5VO0JHM}<~RQdC*&qSxwm#F5T|Y^DT0k(6T>lMxCT>y=~)l7YIs}|rG5r2 z^9bc!vJQDi0aof1C4i*D8*}8J$%fO%^3rfz9ciR1vdhk7zoD-IBQ>W6Hovk?xaSZpyO+mhG} zl(k=3fsk{78+Srk{m*4eLAaUpSoV$DHjo=Zt)L#R8V8aJjjjHj=b>B7WOQXs6Xhm1 z5^6G*>v|b#iPZr#EcCS#EWLqZdpmiUk&ZmB1I3e8Ek3_WbYsgfBt`t&4#}{C?5HvKeSx^gj5p}VKuVb-1kKz*`ZrdiyU zS{W9VSqS7*x9$i0o?8xM2;cyPgEqP^VXux^WLyJF0W==$e0 zQGZUHUl2WptD)zPo{ej(i?_v%v0QVUOGBKQK;Go&& zc#&P`#4=>~iLlMu6Qt?QJoO}kBpwh+JS+QH9jsLCG%X4uW!iY#5ujA}>w!hEMB(E< zhF&5KG3zeL=WE9Wk(!_S%X|7g+g!(U=W=xLYX=y=W<05i#TPu>lzgbf7{eFFLEXau ziDh`)(AK&eq6unNVu&I!?ZT&i`yIOCUs+*ISJlY!~b_%0sTya^&6l4Ihx<>4h!T$1# zR6fm6S&^yvc--Q_A=_r#kID6>)?i-PjTSX}1t(8tRkh&urpEUXwvBOSRloNE1AsD%qi`JmR&>fth3~CMEQg&X6m;ZQqvGWcwB%wC2eU` z?=o71q#AhP>%lK>r+k~*kk;8y>1DGlZHF*;C4eQYCPgs9aSzCfX-48tX7 ztwTzpy<&lpz9eY(Kw}6b6Nd@Z4PdFu77i4bfG1RP ziF%xzhC6@jy@sm#|&yTHvV(OFnZIE0S_(#E{xRUxJl=r5K0j0WuaxHUB)b&n# z;EkL{!c>^$+Nejod>B`_lsv@m46BlPb=)Q?s6!Af5+SaNTO9&mXTDU0zQ@_LcK^#?|P4OMVEnuJA!2-VIcRii!E~zY$Jy+k10^rC zxvNi33cE7ZA?}gAA=!LMXLlMhzoY=ySjT0`!zk~uCHh4<4o%C`gwL{62zBLX5Lvp89z9WU~w#PvFy9;qggnO#lAxvb*1I!Soo9 z$Yx!Su7>XdNluKq1I?mQW*-Cq%V1HfJGd(o+AX+9yL;nkRT*@L-5K8&UcxsKR^Kc>AJ6N z?3aNd2c!TjFGv1^7sv+$QGNYsZW=4)5O8lc-JzTY6H#cs7jO24-|Z?=eSkoCEv2!@ z2x=6G8GWc*shbFULSi~=yJ(`N<_VmtEwb2CuJ z4N^j+8e+t&xK$*p@JXi{>c&B|9B2rf6ISc3kLw2=er4!VNLem-#;>I@3NXB`SEa?+Y~FGIW#~pRW3To>7XU|3jcYA* z3mMyA<>AovyGBOIn@0WEaI5yAv9Z23%ODATijv*T{eq<$^O3s+QA~*Gp!Fr|v0G&5 zyUkQ+NaEyryVP%d^o3BW7q{c_#jXr)%~twV9m=0JX#oa6mc>{hIhC1wQ3;}_R>-ny z)7i$cZC=y5bTPd!Q*&7!ptIVKi3a~x2*wHxD4uleR&Rofe-T}!FDF*zobPS@0gH3~ z`ZF5YyY1bkH~*^th*B|70G)TX+kMP3dow^w*h}jJDB-Ast6!GsO!3_*d+~lMWlV`X z@&|a3akpVKWO!Oo*CKgy0k=VX!qe%imc4u1b>49^vN5wGduqe?)ZSC%^Sb>eRn-8{YhwDng_l&^>|>bF{@1=@+1WuVo< zWC~dd$ZX%{58!+Y1*=0skhZ@9C0aNowqeU?O-fWAR>Rx(zt1UmeIRP}=1+S@Lr$Rp-LK;%nj@8Fo@3xP z;_arpG(MRKUHfFlsmOC^4L3SBF!Da|ik8F3N)bdRk|FWz79S16@qOou9A8|h(KO3; z2T=fz9glm`8SOnX9tvb4*|A&rrFfX1Lbb{Hf&OfEk0vXdq+7%Fsn(*;P!TwkbWOte zmo?~$D_q(!loOwZCrGHPfnP{o5L;j_~8^vIgaC;9JZ8W&xTJEC3R}D1k zyc+A%=78mEb;$Uv@iN>$sz%l*6h-;MW~*X@kAL!dN9|DxmFOZn(FKuN{!*uZ@io4_9!uZL(8w)+kjcxi) z*ewsF35WZIb9M;fGbLI)^mvCkH&_)Y*AG3E$R|CJ8F5c4BI`9b4*Fm0Apzk7g|2h0 zKPl1@jwCLMqgB#Z@blB~j?}C26}!!&$BHIm7c%KA#XL|H98Ro~WrkP_!+mm$=v31zK4E;~YqE?*!F1_9CR^h}cVtvvf?ZfNuK1qu`_MlQ}5yaPl zq;9RD2SDr=MHL{dpNfQl9&9Q_VltY5fh0P`rw))7z>pGz?B~K$IA?Hb`!NnP(AUU? z2_6#>tQmGt?M>Ebwa%x#*G;@9Zx<2Qig5oW*@iHdG}uHQJue=>_Tu=oM^f5sXk?9n zs}IE3Jl`qqS%3gcUnM}FJB%Qdpx(eibGQMXeelQu3BpDsP^BLvs2|6Gr0YASfz30u z7q!S6}o-TeeAm3Qv&_9bdq5_HQi^ZiiNq!(mrX5w2q{B8aGMngUmLKSk zloLdwzq$p2*H$RxH`~PUo%TNdxqS4&zY(n$JcQ5z!rhty60oFwp5gCHty%)ZA_3*p zmGW{R^UbiMSnyR6G|qFh+z}%#E$t$Q3cBM)z^beyU~ zZG{9-PO|o^Z>g0vC#odyiED4DaE%0txOi2#6N&0SJ1*5L9e$mfl^o|mkDxTQ%u{;( z`0z4@Q*gwllz}HHDA> zzBocP={vZV%?up6=BF>s`9~>xMC2#%=WSDUzAjch0^!WF+6C{2f9MMx6#*8zsuRCw zunH0Ax%L3S9^H}fogeob1f}KKV}9GsfGeR+*9r_o#RJMc6>X<-Nx*OvFkE<@5A5v# za@{BfT#84v**h_eCb&(M-#asxI&1*usJQQj@d7{)EkJ1i?lpa5Dvz4&PT~eqx6iDZ z3ry<$l(z;w{OSmGHcBlb{_FNU?FJ{a4{r~uJc=EUB4pBO@m7h){%ptlI1g&S(~ExW zFWgbQ{I@9}g7S0i|tu)H>FAy3D;d-@ttwA2Z$%MtZ zmOGhU*c7)XwZ5-fsbItnpyF-Z2Bi(8F5EY-JLp-@?v2A^*-s;7fs>Xbp{FgrUyIu$ z#b#;xb+%WoD}0Y)Z73s6McHv>eT`S?cVZ{DFk4&_%EySa#o`!9)C@{1Ifj(=C`97I zcENbPA3w;|UzL@HALpUWJ_f%$_!cBvh-Adfmfsq36YXKc3%%eMRI0{(s^~NY0UW~z z($^hgU{sb9R3_=%rg*jLinvmFCFTE)8=(^`&ZJp5#6&V~awl0XONlRx#0&b-yQ~7{ z&32Zlu-E8OOd&majkNxjYR||8(*{yjM&)?) z35*!YG~4`qo=V@>%=h&RGQ#eKJTI|H`Y~h2uTEl_^q3ZM!A1aJo`?giCYr-lQWGm} z$@e7Q&&RVm3=aFd2;3VEF~70FgxX=sGYIqGb$NXORXlrd{F>Fn+GqBVNmMgEUUOUR z=_sH6$H%QrPZGR@E#o)DNcmmTnE~K1--PJS!ja|%cb-*UN|(tleo(zJ$YcFyKmU`& ztq@aj)hBB!xft!fU4FCe!+UVjIt#TZq>KV`S3{Y{$mFmy&at#h^%()7KR$Q`Z z8*DJIJczxTEj)Zhz!pKV>d!Ow{pgdKO*x_JL;9j8%=*YmYj)0O?*Je9D{65(F?AU| z))QtSWMx6vakJ7?A_voo<1x!#Sh&fio+g_q_XHxWX^(JkvRxNs%5kmhK;_X&9#@2e zL9cuh zI4)F9pF20YuO-)xY{k>X=FsiY`lSyhAXpU5)4)Jn9ycYGdQ^fulM=k16}?POU815& z?09$^`Gff(`={x?z^1&kvl2B*%jWTIuBZ#?KzeNu*_18KU~M+1(RY;;ocz}eDW%-x zRD+QT9*iO$dDSL%EaXx{krT&r)9E;fEd|wP$l{7WUm}?y-iGZjNX6_8PvaOCd1{b+ z2LU4-_5R-ar-Q(K)j*j4`UV|v|9QJq)47xAe-p8O3@aHwsgmzVKyl`yUVM}>n0~n@ zl?T@UkpI3&z2EOy;qA)nhhh|44-M)C&{uC80YwkiRT z&aN#U1jXoXQh-{WsL;KS#+I^{q@}4>Mqm7PP6!LLA&aejn*`mJM2dA!9B?doKk!4c z?m3ISFFhD_U-#|D(opdy?3wPJ7gH>Jm%|78Zb0A3mmw;{na1VyG6^#$hHSmlrkmAP zIfXjqb@5ATU{|yD6>oM6y|)7;9oPAms2@510ky&0<11?D(n?H z0K6GYQC{BE>Uht~|F`XN@7iIp-O~(M0+@+LRa7{Oy%)GZYruc08)O@I&)zx& zg)Zw^_pjeG*jC)_7i;;Tg@2CM@U$+K`&E)nR8J|$0~I%CaZ#;lp~g=Q4l|pb2e9s? z_oY3}FWC5=XZB&?<_nl-Nr;d1C?8BgqY~z`#|EpNq|k zS0rUm6y?)aQhV_fTutTy=pJU}N4r@zjCW&pWr$y7>-j3#;wmm2Eu`zU6MMSm(yZvqnRU+tzsJtR2%0cE387&|^AcJ4VR=Z`7t>NpoljQJ zN}GV|e~?mNpAlx)wpPnE^I7((9)1KSE^CRQpy%E7&D{H0IsXoY>C4pnJFAc<^xBQV z?wnWbWV>|b-R;Vbu>g87_))55_=wJ&Zh!##LpG4S=#V1^Z|yqlL*ljzz`zf@ z!4Re?r9Dsm4KsA+F^qQBYL#)0Z89R?b5_J(=e&r- zh?>oK{P;5B0M{#8F08si*_PtC7HJI9_xhyTqsxZ*S(QQksp}tA;d-^kEe2e< z>HYDDn)fYSCq2a7d@=T&>O?pYl!z0`L1g^7 zQY0>*;Q%;jf${1KO|j^zsvQQj`dkI*!ZDWA}EsUu>FJQ`AAFCV*4!` z>=fHWwbsujms$K~#YL~9Zzub6@aDQpn+?=W=*%fCuzM$)96Y^k_YWZm?Si^tJWsx9 z0h6kN>@em0MFQ~s3fG63Ird=Y9N941M;U&Vh#{i3e3#%oNeIq*O`d?B)Q>dA4XgadW0GfYM4lFYG>ri8(`LESIj~38BJ{&E}~K?9qy)+ zZOk#LYNBC}K4sWNxs9{JP)lBH4ZzBd!mekvToI6-9Ul{~E!phN@{oyzHBQfcCUCVm zCGWb%VO;C~wY~OP=)LD29?t2QrrGTQ-#!!^&hXU(k5Hin62>q=@)%Fy3J^(kgmWr@ zsezzP-)5S{x1lu!RkfQ_O97A|6@U@d1K$xsT?ITZHJ+#%314V}&*gnZk}|R}Bmo zg&_mYfCFQc-5vm?>Iz>&OSC7mopsyafa^CjGt* zJSQ>XLU?K+XRm?hB&Af;c2rrCEw0a_g+DGqbm%V+3v(}C9L*%)fwrm8Z;VB zPtbmsi<=`{bWeXbGYOfHVo(SWQv6U!0`d){@6!a$W!>x`PKiBA<{$#CIR+$NC_aV` z_Z$Pt7ELueK)&cf2vNj#oxxYNk#8a!4jPc1GX7t%PS$ej&nBTNRO*m|J%x?{MK2Fk z1cPfNj$9Fe{CO*&yuD)-*o5S-a^zq#Is^B3-PU|eMyLC4nL4sBK?iWImM`LZiKp<9 zaRSw>l3q&%l@S9`-9)A40?u~S zSSt3n!q<|=wcN%&{Xfkytox&w{Ot}Y?2Q4qrXyj4=Jd1ky-AG%kageHppXL4p?f7a z0v8M^tT7^rYOTC(bph~Sl?p*yx&Q>2$i1dG-%V9NVF2CJlIO3f zOSI5u54vW2gJd#)?9+w5B$am08}&=@{nJjOXf7?UgPVSiazd>{Q}s-M(R+qGX|3-^ z`Z+`LFU7~w4r@$(zU3}Ih@5VQ)P0$|F)6dKm!_!d>{J+#Kw1PR*;f$QFeLWmlkYy; zxbt@Xnob#3H!0zY!_8kG~pUuu>3QC0C`Of{;`aNG_2FM@P z-)=sFwdJ0mfh~wZNv@TS_>%X3Zn?Hcl)$rOAv*ccntjYL5sUI=0<`KfgsIv+ zeZ+t^e>vb+AzG;`7zgF;DKGxDI=srLdV++KBPG%?aj+^Btb2tUs+B4CAg%hEAaW#uO_MtpMcG;Qg(Ipzi% zj}6Lrif7xCI8x*NO9>s4lMmGV)xTtK=7tjpO34mGX! z>a*4J_L|?Aq6*wt3T7BkL@hCN>=T;?R3PJzx?kk9zLu*JC)zub?UTnmZ2NBaBda>@ zO?pP;CmIReU%njE(rN1KVejfi;kd0`6?*mrGK(_Lf4Ym`fB0rylVRDu`q3n7Odb-~ z#m$R416=hHx!!#kv)XNQ(lkvVaTJMiw}-MKk*r>C05P?Fm(5$2sFD=FJf0wsd%xa9 zwhpnd6y=6m>N&X%`ye~lQvbq+DiqZmg)~8*J=*j-Wd=i+LP%rsGf2E?_=7-`PLO;# z^KF@iS(@AtI%-g?I@ijH<*-HLwzckege7 zAJq-CtG(kV>JKEiy`0`F9R{kwvp&W1%9+4(sq^D@-^JniQo zL@DDsZ|Rn7&GV>R-9(*t&{R`nk#uu8MkD=PTIpRqe_sA)jL*kckhM>+!XB>pNp~U3 z{^}fq)L;0G1EI1Q333O?B~a9??+lsNxz(#Qu;n6y+ScaG6rCc-f*b=*gpz2i?PN?^p zY~xkFtD=ZhQU3EXYSxSXj2d(a()+lB&H(fGEd-4%mF&Tj_j zunQ176n2R#OF@gTIN+ACX0lg{UX54;0uWh|t!ScHk7&HGE;6#c3!?tthc4ko!}u8k z7euaKZ;uun75xlweVTYXD!QfLjzQvV`v?Qp<<5!WkRH zziEPhv&PzbTk%k%)j2bM&NqVL@+-}e`8j%e)hVugj;h(07fpsIk&cg)k`~?euQccX z0Y&oqujV}GdS-ph{r#NUo8OYt|Bj5>ead-lyRk}}fJ@U_le0gffcVjw(YIV5L<6cIuY|#9jc?H8<*g24<%;p)z~e zaW*Q!GelsSSkH^;TTbkX1Uo?H<&Yxu8t!q)BL?Wcpc}N6>Ke-3e~L|BfX^^mP)^RS zPA#7yTR2{Ce8q!+kZ;X8eBqllm@Z(!b*w*0jJ!Xq6-r}uywa9!b>m?@0e&43! zi%K+hLeKSJ`o!BHK6{z^?x@yDu!i*w{*k~E@AaFiGNXD5XNOiHz{H0avxn7gG6Q6R z3uL}y2H0730$Id3788BCH1VtTS4S2?EJwn01kG0Dp2?#mGsKx=iLk?&PZza(f?71> zmlzMONWGi`oy4s!dkXgDx!<5IxtTTDXY~^aXaW9vx=c}fK%8V~hA-~D_=Civ!zj{O zLKR3SRqF~Ni46qGy?f3SO{^(U9#0~N&Y~1M(OUsR`QgU}F#5jQVV9((+q0DY3hIpS znDF&Hf%pCQHpje;4+*>B_v&bXQ#6n|?9%-(=gZQbl^wdTccuxw+4x(MxW{>@h*TfQ z?|pKfZ*53k3ZX!Pwu0my*5;*w{QeU#s6bPYFfE52}z6p zhnbY@nUWY@=s|2#x%<~}|1CYahIo!otIuN7h{BVSwF;#&cK1rWvy`MzhIwTKy{3@E%a_$=K@9 z)P0Y95bhm^Jry`!Ao2Ap4m##A5h?PvNLq03EHX6XEEX7C*#kQkoxL5+ZPuYP_0F2T&D} z%M`Cq^OaKpUSz+8!_}d8<|Ue?!qFU?JfzvZdD#f`AkaMyFv0AJtFYG6%p4MTDC#`KTa84&9P!f}&<^qe|UvlvLv3U=g#nqru2xDiH&8 z!hiUy(E%I32^>QGuBo%cX~bmss`3Q!(@cm-#!i>}p%=|0Y34xup3r^T*ryjv{80}r zChsgZ?kr;4P%wR}vR&E%K-v$+`pj9 z7BYub1!84pV7_@l7^?ERyPWm2!UMF!Vo63fWlz0*QtzR;m|D6kkqH#OYk3`EHR zF?>7^(v(T=gyPVDje>eAd^Iz3bF)v@^%Jo?+%CXu>Bawvn`4f9MHa898IPPQeb`q} zP5A9tV1QW3%B1?`0+`y}cArZzhm}FbTE{1*UlPAD1~T z;%ND-(Xnxg(ZG^nuR`~L%eBUX^WO_1lc*J*O{4_E{*Tk5b4#nczkXg{eXtmUrZx9v zUeCCZRTgYm2%cL=*u~K(!GQrH4#{+Nl&+oEV4h zV-qoxq}bsRXqOP1n3vFMW(Hv^Ggiem?WHGF;E>Ou@Z1JRk?&V~IB7p_T@=u7ARm$_ z7nS{UuIx0f#hsW&A@pX;26FohgP0qli%N12|3u*lQZDi?&SIuHyP_be#ik`ENcpzJ zksPDmtOXGTx^g2G<^Xv)<~*q7oU&;L7C4@vNN#9?0ePRw`B*KRDnfv}TtGlyj8#-y z|`;w!_t~8%)lal|!Js0akoG^H8oR5}$Ksk;DA!uu$*nLabWLC-5+^9Cypw)oj z3hy?XJEm%-o!7=H#*5iABlHvDR&O}iUWIK-_>|vvN9`TitNJXMN&S%z~qQ; zf5^gGQE`EvOZZ?sQ|PJKxcNi^vjc<9a}G~b{jYGoG=gKu7Jh{MOk#Ch`CNT$DXWM5 zPxn?X|CG2@FFw(z<)zjg9hw6H!z9uk=w*ws?}gO)^)R+CPh(%wD}bQz_z~e2nJemi z2>YMV6j~*1<2G{wa<*h&4w=2Hv`yaS0XFhWFd2M(Sd%k1;3As)is{=+rU7ir<4JFf zDQA>GHn81);Es@UWtLx)PfOTIM#hR)rV{>^UHuG5icII-HJFsW&kK$GZn_`NAZ9x8 zQLdm^Yc&S7+Q}yOX0VzNhDLd*-li7;T7|8XaaFnCribT*@)YUtpGy0YrezwhWXrCz zKMqvF)%IpsL2q#C!uno!Kfj-~T^M zgD`ZLba!{>07FU&Qqn^sAl=;{Al)H|3>^}}P|_g`DP0mGDJWit_vicg|E_!M?7h#L zJuoxpoE6Vk8$FXF9ASaRoa3RUB9cr#FN0N4K+Zt$c6L%?E(63V!0qWh;pLsu!W5|i z(p;lyp6kJ5e(7nb9$iDZUM?Sin@Gc@Yy(=tVlIg6jZ{r)aN9owatPbrZ#w8A1~J!O z=nE)=0MVG2*zfX<;>uYk%R)bsr0tjx)<`5!)fz|fPQ$tQ}{cZDOl$+y4ivPI_Mpv zO4o66Gfr}c0#D#t6{UDz81=^wb#|#|-2@I49zM2jL{1NZM>Yp+(##i2%DX<7DJ_E0 z3E&Sdj9y)D)mCy9hnT;q#6TMcE0&YtX%;~(Q(KbQ`W^^fbBpp(PjjIeJUSaEXl`d- zsd+JEhdQ1S=mk!A3SY+Jf7dirtqP=3huHozikA@@oRnkbFg+>eggMxE{2pPxj{0k0 zNTmdTNwKK}wLqpH;y{=DGmE?NGUkR zHe9_qjB3Nasi?J1C)HfAK>H5oJW&&!lj^$rAJp}I^7PkHh2|`x(@Da7=sl1b`Ee?n z654SYfau+rUkBfKPuM`oKE;~-oKdBh8yOwMycNd?d$XSa^n$9(&GyhRs;L4xi3`HM zi|-IpLTl!)0bn@mG*O_#*GU!DS~h4CH_WeU&78SMZ^i_W?}MHg|Rn~b^sL*%CAQY+qYB!`Dq7iDjWgNT+8^sLVP2NVWjFB#9*Ct zhIM0XXO9YSb@X2$F|0EtbP>VXig`0eg)Vmz;bPnE7ehp=z>byXf>PoQNL{W&C5oAf z*p#$r>P+e$_g-U(<1pLA(|+5h1mfa@46G@>Pw%SRN!{7GT(7zn5Iks3ThLW4*LI0F zRTp~(hG-@8Rpvzn`H}q+(#P#p=7lO?dadQS2?lT`$Pw(*VO>kFdAIyo1X|3t# zybo>P87}ta3R9RyE6nDn@stVL2cf^%49Et+C=1m6v zhmKw*b!y~wj3D?cDwJEn&3SdJrR(g)Ft;U?++=)cr|io4>c76N^FbagSK=SOwMgEZ z;e}HSyf$y%BN1U~iLQ{`HsK;NY7^Csh+Sqe7#uJXye!?7~Awf7#q44riLwVDS z5n~$WsM8(Szo!f`x1D|EOc*{MPtiVHX4lV%l0z&2#f7GW(}}CcB zWr{`Edn6W!TWG^;$rYG7RJ3V$*|zJWO9c2C+3<3RJr@*bIxNzOV}Y}r82ncnp4=CB z5eQ4`?83La7;hFar>BUYJbk=YD8E#GI^D)0cxG4nzjF|a&xOVRZ>0g|yB7%s;=ty8 zk4q$F(}~CTluxSgI7^8oV8Ec!{w9^})0PoR)aJ5mPjBs|W28%)G8*8~Os2+MV;Alv zLAYuhnNX>$&7DIGa}ca~0Sq=}))o?drKQ|@>?cZnx9fU%-Vv|sSusDx9bqq%*FnE!$o=nk*%Gvm6{h`3| zAzHhgkasY6@iu6yu-Kic%?jN}#k$hQJ%`q8q*WmU_opQ9B*tVbasVs$_<-b49d4UT zBt11f1I-wQ+|MaXXjm^{VpF5Wg>$4|uV<(tnfwfnLBfw$ar4CvJ)Z{vx<3s%x4}vK z#Uh`kClUYw&NYHd4spfoZ;ZvX?qU*a)Ky&GMN;cc8?iT`9Fo)BRb1YZKppWNg|qV({cWBJ0R~*Gk$6ur7O3?Huj%1m2BPNUR159)aw`*oMUi(uoP| z)L^+>1mc#l@BnuHX+j>4SZFHngT2T68SQsVFWXbjsrv>TjKA6^4nk?u!!5TPd6ZM0 zWAQYs`#raW44*G^uBCq;Y=)f7!!Hr$>oa2xw!i*HIbtl?`FSnp2Fo!jJYTZ)`-R92 zk+X=}lswVKqrN;>V;ATjrixAWx3wUT%aZFT`mFC=a7Ze>Q4Jy0Q$`B_Mb3aS~FZaNI0Fo z{V#=r)R5>@Hy+Ks#kMv~tc+pI7I+X(XKbh5X6@9R7*->G5)#(ZCnE7{RnFgj54zRL znC6wl(`oNx8w_)-fto1XSOy>?ca`cc>yhmT*RoY6@q$!*ZT{N!&7(J zlMY5Dp}j^*-J>kkk^;dsm7f_Qh4^?={87Z73NfAVM>z2`1;^P^QFJar|OaE7% zN|hGW+wOu1?4&|KV?qy43{md-UV*A=p*E!|q~suS1Li2w2-|O`yZw$|bk5pl{x}f! z9YxBe;i=A(5Mu!!VeUP&d5pOmYe}IiXXW=K-%RJ|>5x|RA~w?9SdLx}Kpr1sLSdaN zU%uhLfUm;h!~jLGg#ULi`Tu_~y&to+M|^N+Fq?eN-p9x_;NhlIu$BEOL>>*&^i|2W zpaFGqAc=3&4X-PIH1jy@=ijqax>JJJn4c+x89s-K!99otT8zcm5e95g=U%u9gIO6> zb=Iqs-w4{uPF`bOQ5YCzt&750l}ZW*H}dNkssd%4>J8=!+5>MP9hXu_sCsBR0jpFo zO#+|+c^Xe)&^fbmC~$wB_1t`gGdf3Q(lLfnh+e6FW+LsT`Y;Na??B_JQ$K^hB+JZV za0Uw674SGQU(5Fxpk+e=pc?WVKzxz>*@bV(C?@KpxCVCX;=+m5JSs#2Fdxft+1B2Y zAw}@A4VnF$jU_%)$3aqP&y4t3Nocp+o>`T@TLH^8t^&2cr3BjT8}ZqE9VvpO2sEw9 zwV-+izWG%d4Qz%}uF0H(y+vTmh!2ZxH5`Mogu-gFwa`Z%#E6u5QWl)eZ9x$rWO~N-;T9l~|9(xc{jxZC&!tUXC8TcZ* zKoqMCQ$w?mC4xc}ixErXSs@S5n2Dx`R%ts$sNh45maaTkaKRd(PK^dblkH<`J1{rh zwtFd1MqkvAc?adl8(_oMC%i)`hRna?d+Cg<#MCsfbPi>S|6}WI$kZ^9a{w)?mlib^ z$uPi;{UnymZ|Tb!%nvV3ojtU54C>5D4wqFePc5C@D-y-{MUAW0D3;7~+bEE>>L?y1 zBiyuRXG{NS)&msiIN;T-9XUTNjV-Is7`OGr=1k%0$||RJvIVrajb3NPFg#H@XI!GQ z>u4s2!?Y7s2iQap7rsv~FM3a9#|${shvqf^wJJG95+;*{$pM$7ediT?`N%DymV@)A z&OA}H8OJ;LV*xcrejP`s_TZLKtCroeIpnuD6@GCo$JeH}8FL51^s)xTS?{NFWjMeX$kuLAj%rh5=4t5+ zZ)_z#B`ifJ0!z8N(L*nk>y#a1mGyO|RAk<~l$jMJG-FC%$nr+D9%nOSSA0p6(d7j! z`>XuvtVNZfmZ$phvH1ZL?V~`+(S<3Mbycv0qld(Gvwf|OgsAcCiI+3$)0vTvNL3?GO$ z=`E%dcu4}iAD8fcsNn371H}O|c~eiITtz}O=}g3X??|iAIBkNT$~LxB=mYp)C;Q|9 z;79}UgO?k@4HuTbz*w-~0KM$n*wfz3HL>2m2fAG{hK#no2Ss&xauO1@kzmY1}<~Y3m%seEB5E-MrUV028sQlKiz)PgxkI&o4lK@ zRoVQ_i;qG>3fJ=&saDS%uN(sqe>U3btkutu4X^pI{CQw(2mi;ux5n1YvCcErrzLeaj3Y6<-GO;mTf#`u^&;#+WYyQG#g{ZbMe74vX-@(|kSRhm1~x z4s9MG%Y};;+$@QiL=du9a76F}aasmQbsEOO4y)*vIsJk_AF6AZX_S@b_tNfnr!B$g zfni=waKw6-?@Ev&3*Sqo;WN>9^K*op{>xMXy%Uf@y^0w!YHcqUxXG$ag1B`UryBr? z`TJKS@6y02;wFmU*kkT*R=kIB-R*N%cu;^2qax6E59pKN=a_ypI36V-{J zcX%`TH;nV`IN@0+y(m{zPQzzaRGEK-dy%iI(C62$=M_SzERh1{M`7Ky!}KA;e?r~O zKEPK0BYaB!$LBk@8 zc1+v@IInTu0O!NJyOtW-sAettHz%=5G377^0Zk>V z94L))7`b3;uH;&7SNe#r54i^PKCGRSJOALtj=J8h(l&-0*3eqTxJ<$;;P=(iuu-n%us1{ERo<4K4u zZ{1U57S9djq%I&aK0}in?^PiCNwPodG2_Sv%buH|FT?f4&&en%;Gagqa$Nw2S zp5uGEy!X`;2p}3zX!qA%W2Q3?vVa3>)?Z_!Gk=#^SiB^Aui8|4MjJD@CW%+ga41X= zQ(734bD}%_@->xHPF@*pn@g;!FFi=JWl+?e6}K$kWPIKwks>?Mnizw5O!6ryX%dAT zy-Q%))MJow@D_U=o=_yKoDJOrl9kANgX)Azetjyy-Bw02!vvn!tY6LUSgM}!8VY>;CqXIzCZVWY8` u<@zdnCcKMmGUJs+)9z+2DXx&eq+R1l1RH8qV|$`86G7)6?wQlkk|8{Z71Ig4otmgye0B1|s zEy-EV5kSCMU{bRa+@S~gxl9Fc!T_BzkuQK_c3=k)!$+v!gikwC0y)6FHpn(2r*G}w zzdb}$jP(U5Lep^ZL+*~4TS3QYzjc&H{Uozl$x76rQrcPPYx?PF^rjbQPtRSL3}+@9_Tc{6<+Tc z=t*O?kfKx=muLW_j)tP1^9n%GKpq<=u)!7wE2)}^IuTg|KSvIE?5;so$-Fu z4i4szn-;Y0LkAN0#Bbe;$H>`!;b53cWQ0#wzFX;@;Q!8KlO8dA;!;^fTb=J`&TJ|0 zU{<^LpIwp1e`H)M@L!BK#NL|08CWxU5NA@c%70+YK~$0NYffT!%38lUX&Gr_B5*VaW_RS$_NGZ%sfNAk82nk zp-bxe<3*#cVtdmHKYPEmPwUh-+8;5fpYLEkrnsttK}KT~Z@BeHA679K*4rd}aTjTw zIUO5*lMmt!s3%Gsh;@yj7n*UJVgH4hN!GVMu1awzu7wMgK@e2 zwkIa1n~n3I+<6(?iVCnKMBuBaJIk9cJR)raO}Q@os)Yl|(U&?vid0Ykj(vtY7|qq_ zuFW(&in`Mo=1`R{+OOsB?gMHe#U9^7(~9ytNn`hHpYWnY&YYorVA5FQX*LI-s8f-< z83^8;{l7KyZ>_4md0?wRpQX*ShXNO;0>oN(Se@|Udwp~6%O=-jp^q^mE%izco{#ea zJXRPJQgcFkbB-6Ts|%RO$07k0Bx2*AUGwhg>t!He)1JjSqx{r#|*U<`PCC{`djh39G%2QDMgyZ_pm5 z=PCB7)$|3XPpzTSvW9&q{LherP|Xo}8wpVp{_Fyos&{h znJd~Azj{mk(2O-xiG#xHy%|QwTi!-L(CfXL&>zqLnJ{=zXj=2`yxKw(9r*S{HWHvj zxeKUZjmL!LPxI#!X-4t8Vu@Q4CO+7>bT4gqUD9D8M$K}ad+{;dc|}5zHcczOovqv- z?>tw5+VGhDXmI@`d!_*AoG*KKR*USB%CP81_R;&CDr^gd9WAV`t%Wp7_|GmWQXF~0 zQiltY`9V@o#E?{-2vURlFh;A!N=hBFMhuIMLr1L+U?pownF#6sR{pMVln5V= zS_PKMaF{_#1WIXZt#`n)QP#=N+Q*~rx(tL@jBN)_1sP;Nl0d?jay>e=;`q2!SiVsa z^X5Feu-^0gv08nuhPo-pV1LC`(`NZ(?ay)5RGB|nRdb+#OZ?p=dsaUxkW z8HZ0vJF=kd`M!iJbwqxNwC7ZEc`SXfZr)a;8dcjx8+i7Es-sUf=)M1tdWvYJ^HjbAuOe)qr zscKE)Dcs;G=Ras2(i5WNtmW8kIGD8=EvV>X{uad9k%^=EI0aG6%f{fOGTbrOD}H`H zxb&Q3b&}2}mD>8jVaj?CK1mLR~!;Eq_ZufR_i=6`Pevg(U;|l%{NUuEQeQF(cYb*eY~Nyo%#1F zL2m4JXh`zqiefLrrwAOV+>)_kgV6+BVsW#?Qy&7**6V2lY-t?*h4l_4ZLfyJRnHx{ z9WiU}F8h(xKxr0oadN4ambUUsxaH)-U)##T3hh&Z>akYVtAv$ScQApfBv|NO4eVk( zOTZ*t7ByQY(d#E)4TF}6&A*?71*^tnP zN|m^LHz&G}9tXi?^Gtl|`=f>Dl?r*%r8fD3?SA58u9F`B0)_th)mdK3Xf9u)u4#!ACOo7d0Fu0KD<*aF}!S3Q8V@c)Ode{8)rY zZnzBRP7H%9=&&6I5^B`kO8{anhaxZ{p++6MKapL3rq@q$Uksa#_G`aeU7v8;fJ~hF z)nnp94JkwWB3&u ztPYO7-XHVs;&xT!xYnZFHr}mbG^wE&Uh}~=+0APF>)it`_4PvIEKFTYe^*6pSnc-; zOhc^E$?nhJ?BoFF<-^?~ecPea2Mn!NF~&-!jS;sEwG-;2-J-7H#8oZP^Azg6X$7OM z+lKm)_@YlqVQ2CFFqb^f{ALVMyp=+S9lehBPxT||WuKDdlOLnxcZN;_)S)Fu$@kqN zuh!g{V`+tHxnjy)K6hB0NAU>Lj#rf@e$GA9Tk|0~5`vzxcQGQb`b!!?)RuO)eQ9@> zI9&A@dAjg^{YYwIhw$<)DTEZJlU2gDSB;AP6#-WK&>jY_Wwp18Q$+`Ky75qQ4v0Hh zs2MW_6;6@@>&9ak`3IPp=y^6COc!@ve>YaW6MfFDk(tPspVyBSnH1Jyq9&x+0gRS% z$EYTbU#AKu{M%HZ0A6&K8uCT%jx(i3dBA}W?Sbg<|Av#zs}Zh__2TRB=QpG*=-Nv22{&1yP;QO6 zaRa6yr@$EPrF2$7Ck7wC??*5gJGfFSnbcC0ESxYSDeTtM85pNKg0*u1;}9NgDSsS6 z6#apP1sgxhXtsMbeGY>Pl_fdttJK|sD)mISpQ1Ao7r_gTo*h$8CEnZPC9~UzGrfw> z&$IPMoLBUGE(1{iGFij`e>0$UJNz--6<-hYB4A=Z+OmBa{?{b7BkFDiZ=jP&b|9L5@$|O~*uSgL7pqr`=!+icHn0fH7 zdY<9fT2gs#IR37B2QWpI<_6-S|GdPNWIzt;D`M#veAPk=gFZ18Z;0Rj^O9DQNdksN z)BpZ^EsH8rfoWLp;OwFqs+-^0tCc*sxBY^@sFuh3QQ^(L7@)~BV>lz4^H?J5EmN#Q zqf5}j%76Y~ysZ+re!rdRS?O)n?O-D`K4&EP4{0DkgDFKRR$&KDS3%fEkBCD`Ra`QG zxsxL|)WcWcCyac(Qc0Hv$^4K%*{gG3+jj(!0CBS`mM(0YZu$uM85?e^(Fy7} z4+UYAaN%TH9zTLfG=W1c-Q5@nj~Ky-3{hkX+K?M!(Q9b42#XtoQel?*rqvv%+X0}( z%7kigehZ+Syd>z$Mm86Kqy&QO0yMtu=0NdzDKW;?d&GCIp&5%OF|4dXyd16=9{~ab zeQ{$(gXcNyn1n3uge395I;2hEnIwzvMl)BR(AyO=00Cp|CW|fa4|$YzqCwG39fwX> zxavhl)vyuZV$Y@oXfQKMVCzN5{SmGcG5%sGEATumKkK$Ns zjQ8f3NoX|k8S4?IMj$Ait-X#e;R>}pOElm7zWbJ5W?KE}MP8Y*}JUPuy2u(5e}yE=Iy{#)X9U=ULUxDR36ou)_d?tc&Cjcuss9tdoVPj)4FCS07w5D_`4#&wJ;>F zJ+5#sZK|mIz`;imB&L#W-teJn!YZw-kWrIY>|q8hlU8P7v(RIHE&qFrUZopevr6kQ zBQ{Ms;to?Ts&}2rK7X+@oQk+j=KF0Q#~tBV>?DPFF4A}+0^_j{^)vI%qxl9N)ANBT zi~RO#8XN&py!j`H`it3jcx{4zf-hX*mJdrk6G7!2se6_~FQX~2sBb#=t-0`ud&oo+ z*x$MSnNKIf}OisBC*&cwi7MAdF%$`9_0D4O_Vo`kV>Vli1? zEN3HAAF+1(SicPv0p0GeWr;w7uAy6@&FOunL~-U4t2zqlY@Dm&|UUK0!{UFvTY zi44D9ul$jptjy#cp5u>74qwq^vj9FA`N`o_T7Z?zb_)~mNaUdT8uI-);AFnnx`fr> zr16AD7z7Zm?vW!W|2Ki#Yvs7xEim^3g45N0+D-l24Rjqa@9za9s5+=xgZumzb`u>U z`OG1uugaM?SlKL7Tu>|uE9%&6Ov)NI8rtv&_z4EdfG?5~6G&MP_#&;}m8E}&Z>&CN z)L98>2F$bnXFmQv6L0M~l@9N!yXdccMC7W{&Y0c9kzV!mUG9m@nO8DQXrp4MKx?(h?G zf`0A4_#`7zlyq8zsgb^IbynoOb}H+}y2s`z?587g=1V6gKr2G!D|1Dn84>f)5r0%; zNip-Ln!>M-<~r6PBSv*oc%z6)XSnGcJvq7m?PtIjD8J4rcS_txpru19COKSHji!sj zY>oEZhGz2^VxC-FCYD||zVOWibcur+g6;WnLMK}=3pifB~`QD=uOPG z3z@^bT+5C+8ndK{o_n6}`JC(!&yR?04Ts9HX^bGR2qbnke6`CbW#u3KQQTNcYZXt} z2>rnDmKXS^)2IwqiP8dap~2z)ohkqVE4>T_Rj_%Qc=17WR=hIUw6|JzU)dl|18@TN zhL-AIacXvb`kepj?S)8P&Tz&-2lG=8Hg^rP1k{V3AvUuvFka!d8@02j4R2CAR)N|L z1{E1c9rf_{1wxdr3}eKj9zJjQlIg!6jb2bL;;@xc8O*&1(b&R+S@4l+s;CZjeQH; zpJ&|)#i&rsfG3!MU*#AuMH-zku|U?cQ-qM3WaUtfDB&Td)29pQlLB_aD-N^LZlnGp zd5sA^*H~ghSH+KQ_8=l+Q%N_ncZra!snhhKXku2w*rD@n}rA}nW7!DaM5G~;pU;% z=yTCzRJ4@_t=WmiUE6bBv=vvaS&--oymGm^I*@{j7NertV#OM<-&!&ICV!*$W`_R1 z$hL;Edoshc&nL7~|Edn6ZfHX+!^9vz__H2wkPF(|7#EBczNGE}Ng(GsIkOfB)-?2d zX)?l^PaPu-AaH2(f;as}y(g5XtbvM+lor+}95z`pW%!x;J9v|7F@x#DiT zj()M>#$T35PU@Z9KF>chL(xV%a+;7aB#wUV&Bx|sIwA9|XUIP9qbgE33CVuZ2Pf{% zbr@N6W~U^ir9Lng;+MKRf+y_iYmHK$H=OC-UD%JO;#)#2p)3WxbjHZOFlLi7_f9{B zZ0u2E1hIcdM@L(dQmMI# zky2ijr0%40DN2JH{7YsBaWu_2l{0)af3lwvA|QGQi_BBOjEBm&`-Ki>(aoXUD}k23 zxS_~stfe90@_vLXD6z#peZdky2VEIKBr98cerAQl%#Sq6mV#YhgA8Ge0PC2~ip*pC z`-h&}yksNUUGr7>zn$`wdicSXwVu1Hz3mq*l|8n0(D+2x5MB4Hz4u6%k2V(2_&VUw z?Ft<^`&g!Dl zPl9}Dv|n>Qm8=`mEOLQZRNbHNG#uCNn*LtcVkTTC#({T+Pw$;Sczuy!WI1bFo>Z1s z;U$@h>vqkiHk~{9p)#=`a?!CS&79o(%7pl(#kdl$7(O`j6Zs1pI_?;1_sqC!59xpbKErGG4;xn9;|67X#cZ$pP=Cn7bcn&g^W>S-*fh{?7uaLY@ta^b6Itz{4_&$m~$KY>P- z)1tT2=M4w)(J+`BFb!{2QKsih1;^A9+WP${O{b7rr58bSlM&t+O;O5nasG^04{)UN z=%t8YrHIY9uXw+LGjg-IFqbq45t?H^iYE4Uah|yI8l!F42`leconf~1D}L^neO-1S z4zt_e%a-9sIktZU0ZC3BeD$P4Xk%VXe{euQ^|Gg*0dNn2$`~Nw&t$4eQGs3zw z=an=#DKN)=9&M265#n1+44lK{uA zjlix`2;E;-lh;&U*z_)F{LM7@67GzNLz8c!71Lh&H@xvtK6jcJj0AM4(jye32t=d6 z1Rkf+Sf$GZ9?lC@`)1EjM7VpD0M_w(ON`YjmLvm`*hfQA{mcm|G%!}bnl|p27D6-z zr1M5$v_aJwEM(owMWE|23HUfebMy9kgWINB;RlQ~+NJ7Q;JfCb< zZg1G;-HiVQq9s>3(WIV;iq9>dJky^r(QvzKyity!#tcsHfZO|i5)L#yW_G;M*?BGUB zrnHba@04>J{cqwSS5!9M-kAXETk%GV`nxi$=mN!h`9ys+SF~5Xij_JCSfAvyV{7i* zS`2sleF^-~Tq^Z`|73KvhIW=qwuofA=IRnLlr$m0(V8Pl!06lfP}BT!Gp<6CPx8k(#qlyIpMr{f5I6aG>_8G0d&_aL3o&Rv0#%rJhFo&VWx3#U*u%`R{pveC4u zsg+FsztQk^plvRjR+IbJ3-lsq=RYPu&Hbn*iGO_UtnKetWwRgQ_@&xA9JfZizlacn zfRyPK4m;j^Wc)#*$r)FnwCVxX?OMXuJy$P&*V8+Z;E_o_hJ3vDBl1e`hWqYU3cPM# z-(&QPAAFxZoVJd4Le|Mi^Q=WU=A^C8Z1;m?K@6~>_$K_shaQ$!v4HB7_*><%i3uy2 zsr!_V{I_NSONVg6Nn2mRE}v)E`W$=H>Z4aiAAH$U({|MDV1xDd2fSWqKu}|qaFSVW z_KOZQoi11|-G>JT=Ui}c!pzD1qa0C;pi~d%K9O$ymKHrru?`hL?L0xt z=@E(1lIkkha`EGRD3}rd8d4waWA^f_(ADZY- z!wr>E$WKu$Q|!{`hiT2j4ZeKxZCv+FU&RxIlPMrlx<@^Cu@i2_5ZoN#yU0zc;YG)#2ueBj}ua zQ-o0dH4Yjjxc#!ZqjJ3@CX{vwpNjyvqxqCoE*Ok1+ckkglm2?)HcI!FvWG*d{be6 zN?zSylN`Flq^d;@Bl!N=u}Zw@)%)7xvG!jKbYk)>r^fLGoY>#VB6UmVH4F_z#U86m zPfdOJKh56qQ(MasG^Sgj^|GkGlENQJOh^rAL$PDMh?i?@-?v9MR<-6EI(=d`bvV*9iu3LmI= zHH?%UPLmy8#k<6vkQ6M-4_(%rnkMkz)06!+-v|*&RKc1=jMagh z0{u0NRl}_LKSmDEM*8ti%YgO(SJ6JyK6m;&+=vE@>`gS$l{IdG)9!GdIYW~mB80Oy zIt)sXEMM|{z&?NVz<>4T3OStiz2RLOCBp6UrD-s-KwF>!riHE~(Taf|-gMwEvstq% zo-po*-w$O(C%UgO@5xpIwX?(Wr)?h2?Qp_f#gxq3ejaOO42*DKc+zpo zzLM@n!D2N*PAHu1r#|UPoOWX z)M4-V8bj;b#z45@5NUcjWRQA zwl=itRo@G%ik^87=TM%a0P+O7l2$(^Pvy0ZC9S%G=9riJH}ZjwIh$?nW$@)zM4me@ z#VcRjQ2tGtd9e4G4epUXLWAfaS36IWOw%A^FM+(kR?>;rlpCVn3nf7ZDk$ldcp+-p znrR9~xv!(k3rEiKkkzgsR6WFqAn(DSO+V21XL{hvQVQ#0VxY4gs1Kj#zUE1ml?vMJmx&U>YYJB_2qpN5im{E!X)0Zoy~Zo2wH>Q!Fsj1SX%SKa z$NYw4PyE)a`;R=szkxlZmhtIhG!66-?o_$HZcZ4Q8wE?J!MK~^5fH0!Tjk6<#Rd!3b~LV%O8bzjdI zQgU&}01W>Q_p)w@7h-yJ;spV<->l0DyJJnK^3w5{jY7&r+&OHS{zPil4mEGVIcyw! z;FlCnqsD{Go+SI>f=>&|BYKBQ+>xc<|INts?o*j*r?}#2i~I7I%!Km}2erYqU$lS= z!&pZ@#Aj<_8L0i_0@@%jf4dc+Wg=pLivD}Iud}=~B58W&?-ews1KR&49(BB1 zbn!@Ej3quYo)6Bi4&%fD#nRZ zm2|@cH*!|t`D?pk1Pb(Nbxd%=B>&sbu8R{gOzhxyssBF_f# zcL&8lnf&x}J|E40Vg9m~F(4TOm&Nja9rM|HomRl?d&mjt^2#V`B3p+X4;=mb$y1je zR8kiY5jO@^1({qGwE+~!ydq(S8RDq{wt^Fzh4s&|kcL^8yZ-#YysWVj0?xAJqas8% ze*rv-l&+`Q;3=mmWRT!LoX5v~oF|+I_dpo8DaR8W8i-G@z#f3^$Sw+i4m@JP@)WdS z1dT3;CA=>Lwm+&KB7G6!X z>V8JQk^Ca^0ZbK2Sp_%2ZD%m8`yPf5F&>KLRm}ZxCYvun~D7 zW;&yVp$yp2;L$dL ziYIKBYT)F5=5tsX91rT8v&YD4x|-`%jxo2km1oi9JJozWdaXVBI5q+yYwC#S$l+u> ztcN@m(rQME zZq_*Ux<1ln+R2Ev9vEe2@&(Fmns3KME4{*5^>BNZMwhiCU95@6+t@7Io>vI<^$({^ zJ0#g&Yu|)Vuiv&GmJtJl9;LwDV02{Gv^jr;`j%;#%8Q6WI}WlIaVz@vynN^xN^XfA zvB_!iOKMSx4Rms(a3dKjSf~y46mCSY02r~87AY+V$=1wdKK10)eg2-c8z%xTlfpM% zF1y_!t)~6>C4`P+Lg#8X!jN* z;2}7T#VIgiRDct;28eqSs~@U6OTTB;`SsweOSJDOO$ngyy5b2P+*for0FW;gR~)i~ zd#M7&^C)NBkx}b+=I(wRzuzCZzlsmRvp$R~O$0u**2FQ&AQm8sI>-nLr-+GT(8{YS zOyN0F|Bx!i7hBvQXKGV13L*CfN9W5~jb0}q9XVwZw#8U=Vx<)}3VduYXUMg`hHme_ zQ_s?o$rE3_*vsQY3jbCY|Eo4u+^VTZ6ZP+JlIW=qj$toTe`pT{=$SmC1H!24I=4LH zb{{ap__0u$41m~WCqV*0iKC$c#N7Kmx0uZXv~UNWn8)%VpU?Yi$)oEmKciJ{d$4-r z3vm4QS_1?%6WE~nrwoF--Ck~Y1PXL0>&l|1Nt|(& z&73CzWm6}Cx{#J6?#l>*2K(F!N>ZoUSuBgLpmHJ(}DQ18|jKBNcw>)Z;)Lknp8efYY&n z`L#G$#wHfb2a!?jdX7?z&QHAo)b!goF`c@@U;6_B2|FDp>N?5_1TTC+nPiR1nYwM;f8T|do z!!p&mY|hn-fdps}Ejp-z4EDA{C!Ks1Xq86H~d#W_XTk$)UPOt0qKbkmg%m~581x4>=@7~i(d9xIa z$F|(SwFcUVo1Vw;DDhIPkf$z|j~$NLV)&V8E_m4g?*<9LL{K=aoWDqVR3 zjsd^+IxxcIGsqrP?`Jd89J&b9RrDZNvnIa~cK0o(g&+ChgN^Hh@`@=5k16UIzST(U zngQ}7`|s;0^E!8>J=cSLIPJw(=i3v!)j*ykZe1?Od;T z&Bl=b8sp;G>LfU$2*3Wg2H?hbU)u}o`P(`g60TT#s3@`hj!~gyxtW5tGZgJVb0@hZ z1@Hpx8L9}kEN#+C1$7<4pSpCMwd^N_WA{=@!Mz0-`g0wOEkF(LX%&-HEuuuHw34Yk zKly~Y&?Ce(dNg$%GN+@VO|CbXo-w};(e}%55B~*$7B4&H1CP}|jVf;JFC!Ow`OeWY zH#A4>8~`1g+YInI%UzgJZO`(qV5(9^*6@1IyS%71H%>wD(Dw0$1`qIFv|eZUVoRn` zDK+fi{{Ogo>#(T0H)>dVfB}Xc=`Lx8t{J);C58^^mImpR?g5kr3u$STMnviE5|oe@ zsqf(P``-7u-v8F@vrjO?oY`mH>t3sJb4bhJ*dQP$^#hxvbWj2d8l?{>EE&1bh@tuP zQ}^5M+q^c~nB68v6w#Eqp*vTc7s3ZU{7HQ*UN?b2#wm=V!(b+J)5|+e)taJG(s0Hr zZ5Xh9;N&RS)Hkyk5_YM~+vFYu&-a`Y&DV5^;p=%CJvT5b8>$-tRL_6O)bC~cF_-Nh zeCd6RfT#7_FRk-@5Qo0Mh}fwVOe>lT{?wOlDwEdiBVPJxswNaU`8l(y^@|3!siEBk z9$AAaYXKVO)a^tPu6yO;&+VLlpBRJEJ(|rr{$-M)iN141!k!4j9&umjiA02f&42=z zCg@b5)-y(HYMcQKsNu8wc`jIe$29=bJY}xy7nuyCK?;z3r;1&DpsIeuS({_ed!n@Z z>(ht&uw|-zN4KZNi}gCTSnb5tq9X;>fZH0{(j;WAHYmr7HUiE#!htK-9{J#Huj3s3 zx8JWBffP{x?)Z+bZ|Hg%v${e{+$>Fy>j=20+_0RMD88z5#6odB1CU%Uc+xiUWm|Q! z%yGc0k$Ioft(m;MVla98LE$rp01=8;K=Y`mlqx$*)L62CcKIQ{)SXO377Pt|T%#7bgz;X082CTLjD5np#=U*BE z&F7cfwLgcgfUfUWQYr+Y5LS!F@oL!;zi^|(t5>!RuY@t01T;(t^=D1J`*i4pzsi%k zaGN%2#aZ8kEeg*R8%=E+}pES z@sMg)G{K>_AGP+)a?#*WVX=g@>+fAL&^sz7&iYM;VHX+6eir46mME6 z&uB3N)hpSlhyk{96rVsQ1x(!Cz&QE~#I{ulvYG`P`om`3;sJxG(bw$IjAPTNQ8SQ{ zZt5xA+c5Q}7Jf+^p$baPLjeRWTd&@AU>r-WtW+EJ=j}m;Vg zQx}TVOiSYM8f(%9Na)lgsMnZ;EJ1{3Y7!{j_qhX;*WC4N9DTq=ET+}`>1-UG<3+4e z%0$J0(y59mA1tsyL|UXoc|NdsY@=bfmRNc`8zYIXQZprKC#{J_gCJr!xuIpB5_3;} zde+kypp%(h#Ybm7D+t18)7Y+xLig6^oBW`0bS-BFy+D(5Z%U*DoiKP~78=LkSrg=l zDc(d74)W45tHHLKgZ%$vz}~=EKs+|^LB%oPO!)#tdc>kaY9t-6Fh~U9#-u_c{{;9a z&0%m1c3;UP?)owicp{}|@fFUJbn`)eB8AySh+7Z?86QM$+Yvy2X^(wODmD`wcRlMO zqydZ%2R#JFOM!7OLosBC1Ez6PWr;u@b>&;4d#>34#_Da8H8KjSbJ1=b(zmK#yN8@B zyYiNfzehpGe+JSDSf{rLc{+I)jNQDlXB~ikJnjW!UaxGUEuqFgtu9Yn292#hiY0_t>|(oK)B<>3nkb2)GmR9uv=!$_o4L-R3hcf!-+> zQc1paGYy|5&X=z2PrfP7|MHy#A(mY0sngp|`Db$jufxy2=p=6BrF!XrTiX}KYLdkF z*-9x(gg+@RIo~y!P)YkPX!9KFi}m_Dp3a)dl8b3dREY(c?FyJfdU7_z;-MZMhvPf7 z3)NofZ+qAD)XS6?47I$nX2ok^fdJiICN2R(I>nzlR4zHhjP!TLm&Xq@*gT}Ns`r%I zod#0CjMzM0oPJQpZLg7U%be)U++_A3*#I`={Ng&gytd?s6zZc_QW-djy704Skd5y7 z)>J{~J#W9`fPD>-7mh6SC^>>qPgkGb$|&6SlryN_N6$ zQmCeBqUHbj(ubzECTLDq^z2&K6A{J1HQa=O9h8w=#=(_CyQjOc*541rVR5+5%ndzT z=k5f=EBkTv88h7vJ<{I1X%I-A=w|dtW6~D6(y%Uw-1-t8BK%QE+yYzTa*?IWgT&18 z>4+I3$`SV4t!>O)rp>D|_gBt~n|L(dn!JuArxWn~S#8lI=HJ!phq3eU}3(9h<@8+=ILpL)6 ziq*{*3sI(qceNPHV;PuhogHlEQVpTC7%~mFbr^+l<8bgDyr_L|vP}jCc7IeV({@*t zD?wQJ<=0!SR!vcQut5~@Y~I7!XF{DeRd)1h*A%KN)`_vl<&!v)usRGc*7K#sJ^m$k z#4~94esOpRKuPxW!=I8|$zxo(xk2}YRI{Mr1SS7AEcFAzp)W2j?JZU+)EH`cMbJMo zp;AjFh~|7~DBH*kB%n_8!cC6=t^-Eu*Y`B-hcOa$b}93W5C*tNLZ0X^KBGsxbX#JW zMPp^{{G?1fM!3)fbYJeyUqOz25-DY&RbU2{-WQ|%vq(+%-{DJdJn7|Mx?M6^GF12b zPC?CpU(gtSYGN|W7i|SDd~DUh;^_t;$gBXhje~v75|$x4rtjB&pa7BGV1Ro+e4)F! zo6R4}uQQ$9gv2^uMI!xXPvLpp9IX_}b@H<$F@n+INt6P@D6pta0xpQq!#?iG#ABku zYAj##-bthJP{&^LvQNbU0&Vs&c8NGn8u%_9aj)Z5uileh6-TgLj4+};PZLh!k&*q; zPGU(3;ZyCmT9Mb_*$jQXF0;_@5X`XuKB=V-@V9`Ra#krlb)pGa%yD-~!Kd1cOA;ee zN1snTLY}!`qq^l6B&{8ZFPdbrlGcjPXlonduJ&t0KBY#XEuD`u9ekXa|Cxa$XEDaH z-tSg`AM-KkCM^6LhGHAwdVKGm;X}tU-WytAdfp>V#La4&MhipjHPKd8HIUCCGSYV! z!Vj>9=F08ZCORn%6lZsCY@PFlKDt8BxPO_lgH3vAMXm`av%|- zii8Nj!z1Jo`HMwj>Gm}?JpiVj(5HtcSq}K-Q)5atBFrpd5z;`rZVqirAl00}f5_(_ zYFHwh($qH5Wvm14eJY9*Mx?0!Ao)b@$yZ>_jPxz@a?}X0kJ~fimDDQ~w3ib4w?Ai3 zv>newCdup@lCZrv!+Yp^#rR;3IMGB<(RYtma{QO{bc1ce-t0cRgst*B_93!4Ag57< z=!cP3I%l1Y-<&`Vjc|mIzPV7+k(?Y~Z;cGAyJc*ZW(<@hhCWj)q(>(zT;!o9f&4sF z!V0dOrrrY)i290`_rZNau@&CRaqw z=%jMj0iBvC!oNo?&?(Y?n^o=_@1fHDOrI%Ip7_2FOyiQ6)0MZn(ra2_?|y|fY-{aB zQhFaO#Xit+M{q+C3Ns6TF2Vcp`W->|p9uiO(olR_KIi470Nf zumCPhAezE-I^aWj;=Uo%?RoURnx=;FvZ&t9*uRJq?_`GIj z`7@qB&AJj2VtRDOWP;)n`WKPH!nT(?)K&lG2LGOUN7X!KyZgpcgX*GD?{kifdZR(Hr^~HZquf0a0 z|KdQp=ug(-`eX62WQ#FufBdFwYp|$2C=k0875`pZmrv9l-gu3V9{A&ZhmN+8y#tw0 zs>~c0b7$hiZTj#C_sxt6=d0W6x~~-sH5h$7Wf?Wh+fK25p2L4_XZZUD!cRLpwPz9) zQ!Hc@E49PD_F?<_?R&}SfSg{3tpFn6LMhLH%|$EzuZW=p9n}PE;r-cjS5-tL(s$ly zIVuZ|Fvm~fb$t!{xDFlz_rNf$IS6gPPkx24iCaE1^JEFi#xA~(HiuhyHep)PQ{J<- z6UwE79cDm%@PXp_G+dr*;Zh<>Bpr^Y ze+1X?AaTV4xjU}FgFwu3?u# z9d^V^#+uZskIWJN7my?I4AldY$Tq;Tvh_f4$ZWlR`2WD}Av!8W-WfB%zYKXkD_=Ue z)jG`L7e7oFL@R^9|F(kr;vX=?sL#KvSi-csrN8_PfAkj4l3#~_!rFI&J+3r0&vHw5t zhn+Uh_{(Y^PrQC%g4<9EMtwAZNd4I{$kKKr~^G=qE*C=7gS&RWxLc4v>yFo(^C znzHhX$)EYzN#UJJV>3HcF@E$I98M5LMoFJM_9a`OH-O+T1*)K6_^d$D7oO1l5+HoO zG-3?>EIKJV+Vrt|mio@kM^y3UKh#hDt|L)u*Sd|P+%rm#6??5BI2s2==Oro~D8Wr=GYmj3BKj(|Ug7<&QasI--? zr3EVHT~74XMnEn9Q;I^=gE+33Rj(t@HTf!^mz6Hhn0^?sZ0B9 z8dRK9Rr5B^zs&LhpNg(EotsYKh`otn5Z@bp*UXs33)B2k5O+@YCf}F zus))-ihxh?Q?Y*fR>(4t=(3Y@0=K3Tr8zBqJt(u7s47QskIR{YfO3lz&tDQIc@&QY zDZVuJ``W#yaj~DL30PJstRS4@JW4%JZV>sfE8~)f%eXj3^@-Yk`CKuzpDQ{~CQRKP z0C&Gsmf9Y`SniBGu@{z*Lt^UEnvXIsv-R9ijOP)#DNMf!#^s)+#m|rYwQMakvL{9p zQ`7?i6+6ck(*hUueveNG5|jS*x1c-`py!B*fy6k(xT4SwduNRh=Cigy%~1+WDwJkp z^-SI>WduuJ>jDOoAUNf0@}+7DpsG=L_6}jO?f^0Wc}axX&|OC4>0Xm(Z*U@x-|Xnm z&8^GhQqxj6;3sfE&up1A#K+97P;|60+>G}EPL`xtM@}UxG6Bk$#i(O$nz_apf_zW6 zvSPIC`%{^YM%Yu)!%y5ZN!SD9W2KnCjtG0RwQMOg5{G@?0Puzt=DTNCNyWkQvR6}C zE%C0`IQi*)Fig6B!u70~B<392)qAeKAA33WRX@BGob0MJc1^E~XpX335YQb{2W??l z4xT?=GzrNV<33I#$9Dd>5D5hQW#?f@p1leNkZr}FS*emX5(Pi%?GD`ka;Ck3%a385 z3zVypziyzy6H=9g#Z5;?NgSEV^em%Ij z?3o)IYXcI`rKx1!LYa}tT@m$b*+|IZ zo%JPp_#~-))LVs^hK!RWLJT!Zm$xl+G23+5dLEhhJZVfz*%V*=VchVyB%F200eqaJ zZbtTcvyXw#*$jLd8m~xa$fSJBfOWAYmWrw<@Q4?z`*(u!D0Ov(eow~Kz!C;O2k^s% z4l-c&mPoX#@JtW?NKcLG=QXJmDk{a81riO;lo%`rVTFWuYs>2C9!9r@vqk_3%Zoj( zZRBkrzcqM3hod)vP}a*xvtncZ!NyAML(^bu3*?}@W>=FTNMbBqR7c2ByzO#|W2zg! z_i^U96IM*{QJ3P_8mmEnU!j)v-+}K8XN|r4My0@!==(9k%EF4tdjryhz-?m4!AVdM z&@GkO?v6M(wG7_-ys!rfqL}1G4)wrl0kC(sZ#WYMJAvX2Uh;9Ve(5045>W=DD4HUB zSjTr^k{;3X^Fwzh>Ji{q#Biy=s;piHd~YY<)~NArb^SCqw)FJwjP!2xVTIOs6*XLK zHC#S`WDH_f>DAksA;GfsJ4sEPG%cN|8r$%A4;Kt9b~5GyEM&CO15J0ha&lw#fWz)a zIX`iJef>v}U{2P|yx|d6CsxhIAi-@$fk9v=w{MNwsF*Ei@SQfuRs1&cX zwSwZw1NpLnjXGu}As8XQg0B>>xHY%@!~=PjfekNaB|#XNU%^d^SD4O81k)azMwK%B zqRQOyFEZ|{Khj!ZU(I`^2D@%$y0f)C?n_pGrxn&FdH8U`A29{}m73e51i-^MIH$PS z-RQ<&z6R)&t$cvGjA={(teDx?)gL4U_lyrb0xXk{7{k~)t+qCRedBW@E5qH5{`f2Y zPA0wZUf~;YZTU_{?*_&J`0*n0*pJq2YyBQq0qe3!t}QdtgrYGE-%oA>oYYAfT`1A* z{k%p6A;dthkVXXDlt=+I5yj8{J-fke)r3MuBkKX67B6CKq>4CTQjvpWK+3=W)?XrPK_DawJ+6(IpJqve|)w`3=#U6%F)SY z+!3Kz;Rh@+9tJ;V`>1xFKz6i50;7l-bN#$@!s$n}ySWCaqug*j#fY;0q8||P?|XjU zqD4qkg@3tnh#;j9zfE@Pf--78hGHmNU%$M%#Ob~XXkEsHe79faF|0DJ9X$HUv`ia) z-X8JCk9C0_1b9vnG5zIxTtpp?FA_VLJko%UlR=wEUe)V)bK^h)*WsQyiiSGVd|+6X z8EpKa^Je3O`?2^kBDdCHt@H0~TktMXOb9K_8as z4*tIIXUWoTzB~76=Br-T#T&HptxyW9FroP9WIynlb#4@z0tC>trMVmcSMf@aReA0-`lYWHtSwxNlbs5I zKKjqQDCs|YDu7t&2HfZdSf0kKQQRNdBg8KKL$7C*x}EZjAzOYil#=c?abz^x@x`Ol=3G z%^q>rp(E93XhR$2njbTWMr#XQ-8wDZO(*UjvW8n?twz6h8rTLdoK=QsKZxi10A6(^ z_g@I9Y_DFV>5clHG8nN;wNiCXF|yj9g{UUUQ9WRmQ@M~T$tVKRl-TLH)1jo*DvJRQwEcqo0W=K7yapbFY-391p(RgfVq-$3Hg^s z^nJ8}?iGrXhsfR8L2chRQIvCI?`^9}v;}tceGK_CIiXYm&IK1xO;#1rI#+-kU$uc{ zG4@DjG(hRpKQEAdFMG5}E$&h__$h5ol=YC}nE`W35|~^}=sM=}`=3=xy!n@FfM)I0 z(%{pH01)6I`Ky6i+?56fWlR{{-G)R>5J~Ckg(OOTt*W3uMj8E~VEj2aXC}1TM0`t9l6s9e-%orv_*5^}Jx7z)o^-E#7)NqnJv~D-6{=T>=^qQbUA)R~XsoQbhWSn_P zCIESl^Je=YtaY|6TOx_Tdr+zzZ&J7T+dl2%C*M^TH6G&P7->)K>U{T`kt zpP*UCvCJ(oxa+E1XQnTm)D&1XuZ}`()`$>XlDu*o zCpaE8_9zes-e)AP@X*uspDDTP6Pm3u-s#_aJE#S6;yx1`vx&dc6x9!IQ=PFQ@G@%l zW3Kq)o8e|nMk_jSeJ7yY-ccp&FOwb_%yvFJK(g|2;w%rqO>h4%t`3T0%~q}WC4_US zfxLjI+YZ%8LWZo?vcrw6AL`8BJm2K;=zq?g#Zsg_!4QAGeX|&%g7+BO9cknG$D%{D&ib!h=0RA zjH?BY)$T0sr+6@~7Clz$xW{rW5D&dacIGw1|0q=tgGa3YFryhr>}}RDFK|QKs$+Jl zEGrnGnDYcu=fzXXGVfvQUL0pi*^2?SS=9d^Zc173|KMeEna}?q5aVgk^WR+0 zP`%ve3cdxrlGZN@$*h5l8K8RzYR#@Vt86>43oJlpRngA>n~LVE7aXGC8*EG}CR>8* zZzaOL{k`J7V6b@08U`AB>(?0V$8*&^-j$r|K(m2%2u*udysOBMx&qGocHlugvq(!* zMo>2##ERg!5VH5~jb=scRFgaKT^id)zefPe zIMbra}k3%o+A*jqtnMKGKEao~AmX*LP9 zOHA|28*)r*6`ID(Sqq`wv%L=t5Yg4D^4?n%WA)SL7~%GnboblLg?guUKHNKin&Pa> zDEoCn!_KiVj!3m0ewk&$&Um%W1e`}9xq%U)xc)mzBa6ul)SD_M#i(yP=)(v>+>fO( ztQ;}hhQ}AwJdvvX$magzX#daj*;7|4`(SI#;%2v?B+3!tU--a}u?LSDAwf^Wy~$)^ zLPd<#ER@X(?%VvKDjt}z!oT|Rtxs$WrdsInSfaN1o{I0gCKj{h$qY#J2r|_=!qdm%Q0;s0+6p;sAu;)8wYxYb$d^4Y9!<->9gWUUF zcK}-cwqvRj94;;LBptk+6*$EI=fxGWiS!ELDn(4G4bWd%lDu8jbUAiFd(|yfOpme(9Fvej{zIJh+N*cSo<5N zUbN)RUMW{Q#b4+0idrtvntf$GwrK{{3@21?kzCdSmE)gDZ``u07%T|ME{)JWE|C-W zpwh`(sWmLQ8saFX$005klBp4W_8*a4lC5}6Y5xyg+GOa%vexzUYrFszZ@>Dnk|F)rG-ngzU*v-W-rI z3uVDdROdgbx)wu%%Pe0TT$IHX1E{d-@kJHb(V5*~Y?C(yuzPG}PtU~X4IF0X8qBe) zv&1qu-mFO(OsP&E&@52=b{vOSmk077eoBm>PokYL9Q&hWprJ`6x$R3_MWNsn>H7Dex*K^V0W)3}$B4hPgRO3*mU2CYH*UcK)Em|A({ zT9dYMi#ziwQWsB1^EhE{FZ{mx$n-{)j*>kFJUeUiv30< zpiN;NWWcMkT|VBbLq6_~`0_FP#0;1tAm(QRJ2dpEq8cjOYHHc5yb9-p!M@M+^`4XF zz16^#e?GHC=u8~L|+CeQsmH@4C@zkyPxUxW=%bIde zn~%R5RnJVkOw=~}JzCPZiYz5Qzo6#j7qe1 z*@pcvZO=A-xim4XK)Fu0+;c;HMd0@Fz+m*t*^MlD@P`dMQmilz^zc^x-UpH>0wxfq zUe8Vmd)MCgF%V|w*EFWM-3W$AaZWVRUYISlNSr3as5{h}sV<8E{dHivsBABPTRDL> z2?(|%4{k91h=6FP?$a?DH`M@0=ZjU<=O$WL9K}4bq{5$MNxxLEu=2!S6s|*(IuI;_ zIn-4|`X}r?F>qE5*(my93-FgnlI=$Jr%jyEdT25)34G@<|9<=V zw%+|Ge6EP8aFWAI%R2{880mtv&lfX3u@qR@Bd>l6ZrF`)7o&P_+*S9anXXh*Dp^2M z!c)w+{`rQCg5uqh)31 z>BRFRcN9Ds<~Cnl5s)ghC#q`Bjh#EyfcMQs1l#MS4(%Jq>p#91bIP<4lZ?c2PCsj0 zo-y1J7}lYbQf%6+9av(LAu((*jxrijCMP&@3{kHUP~Ip_2$h@>Ra9M8IE~|Dm61rA z;n1ATzB&9M=vrXH9zR0gWjbqAZMw^{!Y6&(XrAPq{ zk{%@xlcMj16=6ge_KA#rz4_ObkZ>JLw0*lcu;Tz};5vq=wgmu>Pjs zd3CTYpMDCKN7zv#ZB3;O$?Tl5E~mKhM~b;6IaM#-va8Fft7R8vmSIfSm-4ZGTb%St zVpnXx=7ie z*$=y<>#wme%wVr*&3;V=f2o^D_Zcr3ug@|usoQH{S%OuTS(dA0I8tlBsU=lhn;luQ zEOX}HY4{5cF61P!`^c)xf@}L4`G%#{_0#K>ursf>9H=Dp3m2bhjj@(%g!;H>IRl?$ zDsLZWL0x^O&wl9o`xkmYJodO*3)^1#KPpu#9sa0pD2q2XIAAYcHjVAQ*IA{?YgVNG zgvz3GaX%sA(>@>I3K)sl9PSwT@i5l9ONq}Wfgzh9!k{EgEiSkvB#VKFTH7vLEG@&g z$tyi5u~JaIU`TbLgLYGI?e$lZSg&Q?NzCXX5H!EkDbDi`U9}we_}6dqr}0AKd=~)u z%mErWucESsbPk8U+?=(FG$5!A0BZB-q;|yl@HiK7*B@S~`AI+Y)oF%QC7s0wKeN^| zYHgMkHqvZrr%gd{yv9dNu($E=I554oAhg4CuF(vY$=ow!L*tqz$A%8hfWZ!28U zpXEMN9ZH7&(cT@VoO6OBSSaopQ^%*nHq76m({(-P!^3ce~+ zO~?liwjX#Ua||lXHQw(hiwkNDBeaCI_6~VGxhfZohnWtW#%3U*TJy&0i+~ODvdvpo zz4H7a2KQ@hWH6W>)uQzU+EW^w**N=p?a=xtRXJ{DT7k3PniQHyRR9tWRbe;0r7i+ zMZ%@ce=yqs4EU`lb412QNdxnNPMN5<{3mj@yGlvrWLAQ6S(< z@MSh7kh7QDK$4hjln7)1URyZl9Kqk*2lAQMB#1UC+#5Xxba2t$-RJSC>?+RFFnC$F z7UcTq#T^*N0eh6~u_f&#-XGdmVjl76720Rw!;ua-IR37uO8b4z-uilf5%Cctlm9^c z)nVs@%+E#BvU}lDE24YfT$w=a3=@u}L#=G7F%Rp485-mv4v8_?Yj$7Jfiz~=yb*(( zhpa*mEfqrioK4Q7kyw9^xynk0#Wnb0}HhBA1dyIbBTg5PF}8bWvpH z*xnC-MPp|7D4?)F3#pWagjLplKk5emvJ(@PDF!!9>jp_RiBE3@YkFS_q|(=(3mAmD zY!u2wK+}7}{`#{BwDWXNovdTGV#iA-vmUtmV}(;`QEwa7^wsu;P5>nP8-t#snYrh| z20v*dv_K4f;Y&&7v_65c3?Q^Jv6{x(hDfasFKtWN@b4*}gMBlOP_>iWC(KHRVTKQ4P`XuWVQuanWWS8*|1^$b+Xjjk=t+SfS;Sw`= z^~tjXe^P&3j<=j|t6O@C9r+M72`Jr!diqO|$C4hNTT*V2BU(T;;gFPbOCq3Fazie` z^y$K10rMb{W#HlWvsJyLN9b1wJtvG`kY>Z{zYIOWshe+BTNq5Z%)88AVKZuwptoZq zxkAb1yn85N<3J2b(z+;PS^j4CdotDbIQ%|$Iimq`bQ7HR*g8cMjgO$PUMUGT$E6vg zKq;+>Wnw9J*nrQ|b?I!L@%06n@S{ogRDVLh#D?7Jg=A+$UCnoT(Rd3(&$c&lAJBw4 zn^ms4FlXd!-pX0?uEhb9qWj@8p3h*s#9d4^-lh)4wYMGyk9~Mx*vAI=-Q?>}Fs*)E zK+tjrO4CbR=`vn2;~`#@%m}_>#vW50nF6vQ7o>bi&_i(q5^fRGcZrZuDX++nJG|%n zYT<$%%^i}c9X?*siNv&Ey_^8jyfHWG&pVEz<<$*xz5ZmylN1qLQE)^Bl)i0St{rY5dXBHJyp7%Oz34^A^?5!s$ur z1%0)?!7JJ~uYyZ*UzNY&erTcBIJD-~Ds%t)?`3>bu3W;|Y99X7;Sa=?0pww0#mO_V>E zMY2hzBlkh!g1@^Tt_SDk7(;+f3CUXZHchO5FD56Ubzme=tNRcyGzk>N!gWpKwX97K z+F00MXVCQi3Gl7A*}rP7=cqmCzWQd48`0jVMK2F7emWcRr|CDh)7uFC4lGp2P_J<$ z$Cz_NtVO50S>l)hBJ)P7>%CbbF;`pzqUZ-)=6Z)K&Mgw&qX-1LkVpMOX!sVZkXXyw zylOHpIb+cd1RFxCFIk=>NCCZ3Tb}RPjR^#)3~* zk>A{G#emM_LQ`s(n*<$LmG**_dw(aFuBkr|`l`qi+NO%*WAP0e4Y20Y0ZYOFH$R}~ znPl^TDhlA3SvM5l+g+j3klRLIaL}9huEWD#LjB!GDE$HO%=wo}J+pV11sVpzLrhzO| z-Y0}R2m+HQ)2118eI6^US~%c&@@Z2CYv@6b0-xJxMfLIlJ5FUlE*d}ZaG9TDngB&+ z^*#(ow6z94B9Lzh#n8gN{tTzyjg9*pLLtWf8wcZ{%w4~?1__uRuRi|U1VoIVL@ccV z9wv|fT&;eELI-UN)jQrt~w?85$S|%LB05&-xvg7?q4&Jp<;D+%h62&H21orN8{D^a`lG zY8lvgtmKBI*Z>uJw%y3Vj1VAs(^gZWjOp0+6)*O>YJvCOg)z$Un|LUL3kk+b z#;!G;Q=sbSMpf1f{xTH)!g=#n#WN=du|o{uqmsaePRk-vJOrKq3=9<3W{4!+z8zk? zM)?Cx-2^=hV3kZWNz0qa#|Q2}`V@oeQl;~{;>Yd4V5t9v%bq+J;3&eU>(_E`Mv>Kv zmVfV>3@BL_l9)xFfR}n};y45Z=IZZ0;s!kk$Dt*xU<>-9A&!KQS^4~>GU^$kjys58 zn20ARm5#OVToHMJ4m#!(keoe~7oFIjdN*)9L=RTc7xSNZ-W7~~SU+~9fbp_K`||i$ zOL`zE|JsD6bGM8BaLT*=x^5;1VLGCP9rl<*c?V@E}U~@I$c=<0(cEpxvH@?)Y$g+kQsV z*<$5E+%zhG6Mr?A=kY!G0k%Yyy1TUl__D4J z7b;RXxuskzu(_bG5f+~O^Z4y3^mw0<uWVG`A@|x`EW}=65}`%D8~1ct^*4Uh-OrXY*93|4{8Y=@XF7b$fT(8O&eSPt>!e z`sKmR1jgxShU3j0Hs!U3JsOsnw|tk*J#`sgI(I%cAq*P2c=ln!RZV|WB5yu>unrwD zVVzwwR)u8kP0f$T=2pM{)bdGntM?fTW)Hz5>~lSv6^E|xOTmz4Lg{6`0SudDz~7-G6?_H!5C#x+97mv*_Fdb^GD zWAlGsR;2#j(zleAOvbxl)+_zhK|#=3M3$_Sw3Y5XR)C*=vP*?7I->{Mj`->iv*-4% zR2nO;E=iyzoHuCWv_X9_f;q`UVU@LuNnd>4ysdJG%MkGs$Q6$%F*S}Rtt;f6Kq8{> zBc_M6tYh9scyOkFGbAVc=_{e_jpmu07=HfRnn2WZ9`Jr?gF1|fo-4C0Rkm0e@nQ=; z@yBKIT>NJWRox>L|HDUB-ESceOCGf> z?GTnOs#3MMWern0H+Ri~OdJv4_0(mu&0Zmhxk)}>?oZJ4j-GguU&84{JUi_HvHkH4 z76w4!&C)Spn^HP>(RBeFvy12i+|I{k^?SAA-0pcc%Sd0z)x5g=sy$VD;PjZyu1Va@ z`Sn3CQdJi4FsMb{NIu%_YRCEaa#y{##uZ$ZOg6k~G;&**b-KcDDVS^hu;A@nS3SXP z9;FVRf4o>C@@gV6I!tcV2QMuU$Cw0iqb0i^*+2i-U<^ZeBApELUcG|{ZI@~a2l-^_ zmG1sOT3PF{LZ{b5w4tjB$W9$&G_Jn(V}bws3GC2SDSJwNexBX`WOl(j*G>= zOS;MTDmC!-`KcCL;IDGsb&(d!lEj#a8DmtAm>Cg)sGy#xadv;Kdr*z6V3CA4jM`@dTTDnP(TH5QP0ySeCbW5-ed+OBmXWp-rrZpnlBq}NI^JiXe&$oL){ z#axDw!}??Lx@W=+lLNh70Hr_7N@t4gkmG?8tISrHsy6G^6-Tjt?e6;mzH zKOuRp^W!q&0S~j5=JsTJZ-)kEbCJL0BO9&v*f(Bcdyx+$KRRX5IlRcN{*bJx->6Ci zQ_>L4NyxkDCa7v@AQ@g*-u@emRa6$rkrwdk`4A<~@`f?qPWc+)G!pgdPg5;r*{BL$ z75*b(&PhqmV15PxUlZQkw=l4y&1_V7XWuBl&lBoVn|{~k7MQz$S;|9a&1mWA|Ka*K z(fJ$((+>)rT zd@V2wL+u%X1Z$f-RG67}w0fR5P;9dZ)ZEa&!Voys(*4@`H~B_W=u?h*59|wF=KN>I z+&GIoyAPFT_4#fBw8%ec>}44SKbn7r9WV>m(~X4exup{=P$r^`Q?l*%s)r*+5*t-W zVP1QOND7@Ot%R_OW3VPM5t2A*(OTjNLE5O! ztPwumO-%l}m}%AagBP>gzyo&0 zN=6m%M$@AM&8}`rJ7^hra9lvx4s>Bmf#8U$f&D9~p>@QJ{yB0*VT_L^j*mvIIXLe4 zXT@L(_>f?rhO3D;hmrURR_Rbsq*1=3uc9Rc8#Z@wnG@_;c1Vr=Mt5yT@!5L`{T{zkDgdiCkBV8h66;;bEBLd9^^vaENw82Gcc_J zitcSetZIR-{pHz)J4Y&9b!Q z(%mU3pdj7NQcDZc-6)MTh)N?}(g-NsU4k@-2#CDn^ZmX5-QAg;9R`@V_ngns_|m@d zxAzGG+B*F_Mh!P~u2@lfDmceQFtzB3jT#LG4cE(@vQ!%{%wx4LA*>DkvVq;s$WZSb zL-`X?N#kp1wrBJYIl}Or5IdR*8ziq+^bH@!f=nW*=aa}ZArtWH9As&VQI*}B4+Oc5 zp@N?AOJ^s~&;WS5DoqlQ)@~?a0Voz-2ZD^sSL%Fpa019$`fH+|51Vbi?}H&M62#ir zqjuv$$9zh(Q*$UyN~GSYPN?D=B$@D*|L&44oDqDJaKdIg7hiT}{<=t&3fxQj#P)??#+KPsuDUND!!y52Uyhz zNtagG9R9`?W!&)B;khF{%TJjE4+m7&1wbyCdAWH9clhJ{4XK6riLcRvGCA5(d7C?X zby1$Sc&3YYl$x!hX6V5DCz5bRUu}wjldtxsHmIu-yttdV;O5dd-`h@9@XZ&P`I^#znD`QTM`g(>F+H%H!Mfp><;fAj`r zm5-HmqlI=es0CBc)GA=sOHM)0TW6%b zlmNZ$d|=W&D;~Pqc_Gy|L@9+Z12 zDz(nVo3fNJD~{m!qxa%c$fF(^NRLjW&uos*9Do49jlJof`1&cMCOID#QrRCoyxd;8 ze@hkx*Nf~6_ULXUOQuUbiKtmCU4>;fDL>1SV4a&uE{M_yQB;_p*+p75E_us zKmkJKtRSbyb>#$>j3ClJV#eRPS>Vtl#W(;o5)#Xh6MO{Mv}|)ZI%$m!Pld zc#LNXI$nS<`Im3copbJ7%-Ws(_q1O!6jEs+igBI`)wJXz z=$tHNUl_-mV^dcd@F7nvWOnGnog0J~xm-l4^#(SUK57c%0jCYa@x7=LU-3mXwsUKj zr)(7;(rrZQwpCqYB&!!!Y=rA3ZR3FK;t#DOPF5wOfFjpfP=rd;1(gj~d+R7)7(5)V z@LBICi+M%@8pgQihU^Kc>Bt4Q(!>W)K#s!8H+?VP5*|G(>OmxU=6u z!Zc9LG#e*+CQ~)_U}+Q<7^_F>91AfCq_W}lh_i~t&jt)H#*uoYhcS?`LOZL6`TYf- z#?wEd!QALV6sAdlbLVb}PkL=EU}LYxZgNqwLtWu+pj%;K`b{q@ z2O8o?x6ERYL_iHU%Voir!n1>&=@k^yto&dhys6?bc6tfh>emvFjZQ(tALik;ZvG59^?Xn_}U zM4=Yl?rweXVkus*@9@P>cpX_PdBS?c8UNzcTLYE}0mCiPdjC$_h(h zCHKViO*BWe*a^gPAcW{2_)RZAZ(!f$cVRVc4RpKEFeFQunpqaQK?OIag~Y}(HJ4v$ zQ`~!{+@Btnesqrz&X+PR=+bj16P*d&7BUdi&?9_ED1No0!;ItlD$=+nn|maa30y35 z(`13^xzCK#xK_k{b5O0aC_WMji;;X$jX4R}(a#A}*;buKM05FID&E{HUytQw<8Zn5 zl!*YgyAZ!BlOy(1W6SgKjNJh8K4t_=;c5m50OFOaqyW~L$3Qk~@DUE=7^)^p3xe%V zY+Z^~@qZS_KN@+OHb z>Oc~auqJ*rX|2hH3NEGLib&G@wkfYEZo#_(P6IV+|8-HMLA4Gf7Zmz9JBMj8mlOPc zX{Y$7Gn*W*D}rIFvdD_HF)|njn?Ri zN?8k{UZZoTstv^{deJpqyi)wQm|Z?J?Ol0s)<3GqS>jZW<~vTw^&+sm91Yz`F83GL z5@pgv9oVytjd4@*RVBF(GzWsV6Z_-3z9L!_%@O~#d^mrCD^)x-}-0Io=2ezD@gQ+e4oWWMLViUCuQ7z<`4J~f2 z^(F#MxT{ftusW$?TUgIr%!$4@dF!MbNW@U|60%Iybmy!!`YFMGF+~tJrlVF zEhO8a(m*+j@{SvYJvx}5_VtUQgS-#SNBC+fS`%?{wBK6Qtd_)~r6e=@&5FHwO_U{t zR7CW>B26pFOn;-&AZ@k8)995)_2!}r;{H6`Q712zEuG-N%S&-z zNFNp;#PTH5I$Duyk;4&zx_+@ZF?WOCMlpghvFQRIe3pkP@bv?i#)!W+J8PS#JyXqG zJkt-#W2KV|c9xUzlx?4MJdrrDmUxBuh_p70Kp!7GppL5jhx5L5*X`SQPLalkGLfWI zX&=2824Ug1)R&7GnM*O_kGh&4w5U|#bmJZKU2D()Xy>2Y8BqX6IiLIuD7&hm?2gGN z-h3#|fT-T+y94D4_C}J29}#WmNtGjIRH7vbwh8U3e4mamb^wK;<$-9ISD!_9yxb{9 zJWZ#gh{segg{a;frZWxQkS~(5cTgt+{o0_p$kP2->9jOmO}z5Fv??uMpI?n7lNEc~ zlkK@s07~4amW87Oxl#E&-87W*W1s{)#x)!k7`o}3%o=7W4CbfYH@pTz`%!YJdP=%k z{x)!L70O$BTUi`>{o*WH#@@P60{M}+%+gR8TYP7b8fZXQ%L8-xL0p6oev>rBv>8AX zW<(Xa;KwKZC^|@}vILZhV~O{5M$FM4)TxkCe|e*NvJ++O@Di2X{>j9E#&hsKu+OHI zJ(Y>7ZCcaq5tgmhGcu9s-ITYCVxt1x=7 zl9b?#mr|-Q?u9e^Nm0>TPTb~}3vHEQbJEa(H(Cl(6r=*K5G9x@sVQhv9fRT!yV~oR zWol1UI7S&ZQCS%K_Wo|@8}ZQFpE zpPmF4!+)gEe2kT!PIxqUB05BJbvJ}Kyvgvgn0Kyl7Jv9GWRI2#3j2x!9Qp;=z87;4 z;cP?Wd>{&U2=gGoteI#x{-&OH(yzjVEb07brPB7D?fV}Jdg%_h-2=$_5I(eg zxLy=q5g3C*!4Z;!2LzqxoZS8S8i4q4K47LZJoM=s$3BG z{)pv=f3m2|Rd`HESe7t2N2gHYP!kK`0ud|P=+xF9D}(M51>AP& zC_+H`qyJuD$Gin#!G)Q1g2f**A%C4P2Pqyvtdj=^AY z1(DyDK#YpJ3@E8{%k}UtFNwtQ{Fk>`;KxS|$H1-G3O2t<%5y)5_owA@StoF4g3kv= zfnx}x%catUTCW^wr;yJ_{#hvINikgV>w!txMvlvg#dg3~a*0SYieMQrucOg@0$;~p z+)V}1RL>_|2SbNAZ^^0nO@m~wD;ZTzS$_1P%(1WxNcY$5QEPd2f2`QpTb@ismdJsx z6$NWqT--GSZ@ z`G)@b(}Lfkc)1bQmDDG8{;Jtq!u=JC0zyfE;&>Pi=z z$JUG>?v4{AeLYmlN>@A=VAhQ*2!Bzq(sL8$CZamMNO^TXA8Gr+gZiL%hBDwzb8Sbl zLHMJwfA_=7>t78F3@x!z4lnta=WgS2<1L>)f~w>;I0o%Cj2RZE*7cL0;wQrTgfbEn zSje6D1;g;?4TbqLCZS=ZtrvC>7AL&z77OPGmG zRVC7Y?!wCC>S>C2lwWz1xVtnAUk0y+xoZm2T6bh5?eHIXUj>@+;dGZqnT}lmc zxDTg{2zgsN7`F*$mk%+McjVcYNIsXWS+vl7_xnnShB@-)fKy(@7J{8fZJr#7fnCaK zlAZqs9)+xDqC>8|w(s@GiSC^cR4@DPzdd3YVfp8FFx@`5bbGQvz-?_7#clWE6QtZ4oi4Ozr)a` zYZh|eUZdyy3M1=+_3UsqMSjl%JP=R|#cBDR+AVL%(a;s)j*JX-FS=%_+2=FLa*V%- z4W9q87(e>WfB9q?eg=BV<6%2Ml(X6uY6!w$!2bHxL=NA8X*hoHgGa02gGaj=DurU4 zNa2#9`A`YRfAV8Gwfc!;lPv`y=bsy{2)X6BUzq8p$yN?KBk7o}LOClZq)vC0H) zqS9V8pjZBdM-5IC+WObij}$WbI;04t-U`%9JyKZX>-aJpJc)z*VK{qz>l|C;W3dGF z(O7(+!1B1n_K@0P<3 zYVlRFwmfp17529|zSb~<6lSoNona4&#U|&C)k;L)C(+ zRDiznyMv?j)l+QG;>mFC^WyOzCm)y}$U29JPZvMBGo~y@tXap-yUdMB?%ZnVTGFRI zxryu($Sl)6zW|92hrSd+S*mx~UV6%~e<@0(-8VM5AM$IU!Pq^c=@5yjKnMEX&Cv_gixp9nq&=G1veq_ks4?Y<^0 zg2~iOxy|ij{Y*>QJCW&o?XGO@HDA+5o;j!BGrpnBT=^96K(FalwHRS%Hl((Jsm|TN z6a|09_wtVt&G4JSaF$siHqRUmRq0jnGq}Rl`ErGEw=C?mGM#^Hy=&#ROd+eILg`B_ z5~=VY)eNKrXi+N0p*Tm>=xI;rxM+)7fu2$Sl((vpq@k#?Ubh$B1s-<&VoOsQzaswf zGa%AOR7)RdVUGu8{p1i2!sUJ>mV_7DrC7lW{1oo#DGR}w;a%aBb`KUTJrojhgtW+{ z${9+}7B$r)v@yB&g>w!W&b8+|%dlsV^b~|CxJ5B=!uMZkVhYoy<~(?ogCn-WyaQ(= zH~9TpR9oO*{q2##Z+*uj(G_OqCez)*)56{Ws#3SOPg#G&D`M=+TzM>a_*<#caH!LgtfHV&n5PGfhU-?nrQoc zPt$DQ%~BcQ4f_tJImS*4?Ap;&h*j%Xl2q7#8JFa_$b6^4s`c&l@_kIO^Q1i_f6&pX zmpMA|2TIRcDKJz*{Of|!Q$6MZOKFv#bMH_x0}@qoHiG2+8r_F}()@uFCk!#C7WohTtyFROD~i5%bpGd$L1&f%EHDX(62LpU*e!bkp9Qk#Pr$Lm`3Z1LA9@sPpaRS*-}l9 z^J`tacK3hAok-=id|j)`c%bkuw2@9k!*l*!rgC29$nF>PA;Gj9wu}}0;FXHl26Q!{ zyRvfX-FNjC4f?ova<%f zec!};nldV@6K>F>{$BfUt&J=+=KXF%l*KEE+iV>&=mEhYPasP)FA0qQBGkhmCAl7&4# zr3q7zs@j4;sA-Y`s56kK6x9X>vV6l}8+Apb zj9e7*OyGU~Oz`KK$XJ?VLg=Qpn6l=pYJd37O3;3A+VnqcJb;o|{>3PtI(4pX!o7cYluUBp27cjc*f z6I}x|C5@zxwerkOd3BuDAq8sLh9bJh2JUW28?s^PY39rjG8Njv*lpyq@{uxSsQ(x(`+P(sYjj!JVuf*vq z1kEhL0htRCV(NVsGNYyTkIedLry6LRK9y#bTWbhZ{AOI~KP&F%lm1fnh;jW<(Ob;+ zB$77^X#QmK4Fmtisdy?R3cdpqG4yrqIPEYuD^cD9C?5o|k=2Vk?kEblw0?xRa;wMJ zX)gfR7_@HNSVkYOt2$MN&>{oJ+Xa`Pen|zD8rxXH9qGO37=_!I@j~^Tp;cG>(qu|~ zOOhQjK$fM-cpkMw%;70QgDHL)dQDP?b>URo9B(;2>)QC-cxTu)fZ(O~-3DP;&?%`o zuT#vG5u6|T{q8?8qCMvgxK$+aGz_N+g=x`pjeT#pbzzarObyONx;brAAS+-NpK{ z^W9`nD#p@KV&bOeu2MS_B~z;!gs&9YEstx?^S3Z@Z6R+>(T=Ox)6Ax%PNFk*=65|6 z*^EcJxRpIBH%Gipnv)#kZ!6-bT&*HUiyieLT5NEjU@GnU^L=S@jEV);1B}6G|Im%W zpRw)i?i{F%nK1(SHYDd)9`B=J0@_>v65D{Ag>mXuTYtN51dGzX8kHsw@X_>#7hd%+E}Y`?9Xz z%7HkZeE#%0-|Zd-N~LRe=8)iJR{<+TY#4p{D!~H{8%_#ph4|S*wI%(lS}_*Ld#p8flQx6WXmfC*J3c-C-da#LZmF1My_XHL$|6 ze)8^jf31}6IKd9(wd~|I!r{Og!WiEdihm3koromYv*T!rB~8H(o4JRt8mT(AnN2&E z@c%x+eSKR>tKyh?#bto&Q0|_=>(p(i_3v%xVp^5hu995m-kZ9l=?KJ9{HGN+dKT(0 zr7Ya%m-!2BXoZQra=n!I-zDnS(PZ%=^&*OpSib3Rl@6qz2qaFCPHJ8k#r7ixb*{tO z$%zS=o4)pE$(RrPd5;^4womf0pvEfr&6Yfx1MSe?o5y#Zp`$v^RF?kJV$>f z3m{(g%PzeWi{p*9`r&UsQ*5-5mqTebcOVn}@qA{{<@IFN7UN-apq31*w%c16mv*lc zUtsk!C7N6stUHLFETZbo>-`ek9;ck=UFtuBc0%lF{tlx{4U*;1njvY?@Jk^!T=U*2 z_nZ<0TIfvZ*zOa8usg1IPgc(MjXq9w_480*8jVGLV6Y;90_>zXzQWU{6G^f0P0Aiw zYO2yy_5O|b%r8#nR0)lBM*!`?M>}U`AhD^oOqPhG*}Wf04Z616;@OjdO!zJ^%4Jor z4kC+XAbcPHW{zYzBF}CudUVeV^E2y&;%KXj{;yUKw|HW?)xRXVqkUS0P;mQ4ohwa& zD-3!d0BCOYC^^-IEn+L&GF@5sy0;sDSfha&9e4!pc{we;H2U%d9vTp4SNPpM=Rcb~ zkv@wgwOZG7l=hNas<6)9se>7FLA_sOXcuTVUn}l>c62-dEle6~ts$wTZpWj0fVr5} z{8voyPBssAK=#fkJ%GUBp$Co=(az{wmM@>5;jFAb;9!b-s9Z8>w*etqg_HfE*~<-n zt*?#v zy__hK&Fp#@1$5lYq3D>MxTu4`(ik9OZ~ujbf;$m{aWVQ|o*vK7k0L~vv8L2LulWo z7ET0TskfL+45|QXLFh!@8O!m=Qkw$(O9+>eIW>j>c1xw5l{WI!_!d_thOZmeQ`0ks zVy5D{=7e!*Y?ZlCW886CtOBz2yCA>v&IQccE)FCHyhdMq_n3@7k5 z6vd#=LRGi|-;ap`3dxjoQqLG*a)AEKGwq2MRAG^_HY0voUkV`VG|f@&YKiOlFcdld zY9;FlnO#v6IZTRSbiv>Mq#|Kr~X2xPO<7PQI(5J4VHR=h|+Uk?VjkkL}ZvYViB zf?lG>B<8RUdb4_M1rw)V;a~cLgVP1?HFY7`lb@!dv4hpXaDg^q>U7ieiyDQ5N>iFd zylgfeh5i54_d*T(E!BJc$a!U6#gquygi2SC17n?1yEdX+OQc*GFB@fUm{55q0lH~4 z<{dWAf6U2~Np?O+DE3j$b^u6^qmkID+hYD7!lzf=^MywWu-h8TvI2PdD7o!{gA4dC zk#Vi}h38u+e`tFy>+V{`VEnW#%aLnNKIy*|26+}11wDFec@rrrau+`jmd9QO1vz$z zuF|9~6f?ZOF@Mb4mWtW5j}w`qz6&^hddTk!DLpGYD0w)F`r?M(-cGG3-C3bGWnx9v ziHdjui1l_0-xn$KN!9`)VE?hx6v^@sNC@TpX-%-H_6KvEwe$l~!G_>hmxlpM{^Dmy z#i8u%t2<8Z`DxwmP>Cgpq_L0d>j#ceN*5LZw~6lhtcO@I7*Yor2{6_a1AFuMX5-x>Xor zbpgu&f}?a{tiiYE-i_(~v9JLpXm(WHw@~Q|4k}~1D9%Nmu82i|+kl&+X5Swb3NpJf zjr--x9!yF)4PT(E11M|56B!llM>sZfr#0SV6`C`0_xvjV9TT8Te52w`u{w+{@)YOl z8T}i|)f~*~P(r5pw!3OK(@G<15L&w(-F}BK4qm4T8~wW7#Pkd`P4u#^3Z57o8k*rk%c~CC zzR_~oI^Rk7aQz#AvtO36b&=%y(FigL;*Sp2KI&7(H|^sy#UGm<#uKE|>z?-NEC9%f zd!I95SYTHJ?|iXtCfYN2+jrdR3eOG($U3L-|W zq1O^0ln?7Xij3_tZFEi&h>x)bgOJ&kjPCZY&m7QJiN2DyPMSvR_Twh%d&JaimeI&C z*z00v#0z{{xINau9S(IuMbk$NCym;&KAuN@%wYXG@MnAS)#cXcfNU9*>p3f3CJ?$o z()aL~xYPENP7 zPGJS|=(XcEWA3@q!saF#rgv0~Fv4u#b0yLrKjK)TNGgjZWwZ7XG4JcmBG0_Fbqq=x zMIOmhq0&MZzVClQD~XAXKO+8ag&Y!0x~H#0CU)A!dLiz7Sq-5I!TPCDtg$)KKDAf2 zczrnX6XiHt5k+)*e%S{YU_m1-ZCy#8%X$<6#G#(nw{~X&$xa(sU2I%c$m1YkImFBkPvk{u!b2$y}^6HaY z^+p)&dLKT4Tnm_b79A40FVN;6x$_teKJju875|#_vkqP#7eOe^EL)YB5~k26vmum} z@6iEOOR?1V8AwaI6_98WkZ4pV-hRLa;?C}25fu}9eza_>w1h}4jfZpcP+<70w_vjk zO!EijM9O&@8>_gQ6djM>$z23W#)bNNu~<&z4W7)YRARP0MGL(|1l>RR8zgC6D2~vo z*m(@?<3s%6rBR~hsP_Exd1i&e8+IyoVC)cV?b~U;HmV3cp87L*67a1f~4iFTle*CBC2s0+h+8*tw=oU-{O^f|tcVdp2z$n9OtbM3VFUuaJWgPlQQ zK!=tb{b{|M^V2JK0}A%E-q5ubBmLD?)wpY~r}N+EihqdmfXu!{zMTewiJETU?}{8r zrJf|xskF7pex(u0M<&u)x9S#t(oy=s4n#ySu(*;Ac;riNIRfamGpEP;LrnG7Uf!V{ z4zy=qOX{q%#D_Gn>@Vv-}N=XaO;^SyGs(OE3d6?f?pV0FMY90{eIB~Kce zsnH*NyUzS<5L@|Eq&5E)=bJiS2z!ERK)QOkPW9sy%tYVn_m0)uJ_XEf&2%xcm$d(8 zOsp;gH9!hy&bQDX>6n;zy^PtnZ*F%Q;1he&IR@_`B~AulQh5tSV@Bc<8hM>a6i|x7 z^tyE!?=eET0_Bzn>GXDW1W;wWg8^7EF5QiM@1S1|e1{k+-?qIJ8*rc$8;+(BufXFdKqqg=zq2 zCKnDQ5f<}kD6{V)w4hT^HYMn+y#sspUP<#^mjz`6x;OEV_5aBvy!jRSCQO0~*)j0S z-Z&W^?`?`D_0XR^K^!iuaEYoAFDyReD5uL^?&~?``bfBxIJaoF7?(^bn$h#C{z)ne zupmWnK7RaJq#pl#eCLqRvfzB+{tFjqpDuIZwV#>`;sz?cI za(Ny*GPK9q$MMc0{uvNIZHdMGOCq`}GGL?)*cHCqk9L)U2iW9-he5(4a!1FN{Ofj1 zz*RwmyI-9K6U#7tZGae2`hn>6B`p2fdx?X9SwRV<@s?*s)E6yk9@M7A$Q5d8&9}!$ zAg)SVo@TyJpnQd?o#MBVX?B=_k>2=!wRyYK+B ziL)+pI$eI)|_ZZo;p57xY*R1~TcT zumAuJ$$U^hzTi+*4u}=wLPg$eXJ%O?`-vp}l9Uvcx7vpT&cc++o^5_1C6)U2@~|YF z>8W2iR*cK8c;$zm8~HoSGu}udb<@7$OxK_MBS~LAb!nJ^ky6=JSs*V=YYFPz6ZYa5P4IWxEf{Pny#zN|i}ukdxp{a!lI+?!)RsW9 zxuedG93#he%m;ZGRXjCih@H15B``K(8b)d^#kY@jKE_?uN{ngYV6MEj)N} z{K7=PZ@ybQ1KxjyQ$zylsPW(=?zb+vl>o_sYt7B&WsfIMA%gNDc258#Gf33^76;vZ zdji5m^O+T7!CDbzu>@viL^Cq_Hy@n1--;r4a!yG3Wxvl1qBZO>EBH;wX!fM&6*3RP zWZ{PCBR6QPE_^NAfhkuSl8?0j_Q#q`dIWd>m6bs1BmZ~$^jwoAn!pkcs(sqX{qpZ$ zz)}I3rduHouSzih19!I1qH&BH9iRO^wp?PsXxAWYa7Wet(4dMCu^vzc=^p!g!c7Vk}y~e8EN2FBKFw_=)Y7!jh&mp>l2D6p{n> z{NdQqUB$6u5M3FGm`7_~OlAH?2?`ECsu5MhS^uVnWDEV!$p`As$aOs_xa>w=X|U7=Xp$g;ds1 zIbSFUUWgEe{=3S;3&kG!;c=`L28N@35A@P`sEL9l#al38aLK-jv1kXA!wa<@Ljj`p zf?amjatZbjsrHW!`H(!(cUv&HyBJhOoFr4p(hC4d*z!M>4H^tLRd zBY_TMVcGAE{8ILwQnsBR(ag$kiP%n{N3|S6fT6H6P#dp}deUb31TT=rjiZWTp#oTR z7r~9IV5>YYy;(omj~!XWU*cRaA!#{c8PmUS#3rcKl4&2)=rG^4|JtX||J9L0N7-%r zsG0+P9dq)1f(TX195j(>Zo5J?w%S#3I>wvO#irxF+nH*T&nneA&c*>J@$A8HGpjh> zK?V2s!x>t+YIqlSp(hPbN0tItGu=FSAwDGJ2ds@{sBnr?t3tC1?LK{HpaFk^a`X0- zLp%n#DC8cy`&r3jp~=r#^?;YIf?_OgxqzL%!hN& zD!epC!@=LD-2lQ72fw;5KYld0xlt}`^sxGBT^$Qi_$p-gJBvi@=wH%(rox6U07^1F z7!r(utT1u{-}Cn+P)-=g+Iv*W{ahyXlA?d5A((Oa4v5wak;bf!UV5zAgp?WYuXyCS zV0E`eG!?)8memMvCA8i)1K${*ZXl!pu7nUY#&@W7Up#$|d9Zg!7;4p{jSxh1cr!l4 zp;HjDozSc~aRnW92|2M05U>Y2K58n+8oTGhZd_WBZ&8YqT()7Og=(OfnpIQmTbCAy zoS618PSCoYwmm;VxrKR_q>4%WO~MnmLt_Jdl2wz2gyuzQv-UgaCPO8w>juf5#R~uU z2YS~_R8J)y?}K&@0WLcS=G5%uFY%i~*b|elXWdCAS_kL8iRhViDmSLIEML7VT`-{% zOhYH`owVW8q}q@!SJX;i6;Hg&k}oXbZX7}wIq13z;I~Awdwg&dOeJron<2z^LTpnU zcNxIxwPm`_iQS>PTTZhMZ~>&qy8$WH*hKzGMW>bN*&)qaRdXw+Tf=JU;y1{j@EPI+ z=W-7-F&cn+F?77-NNb>F@`FnACsniaySmTPjwdYo0Vr-Ep9MDU&KRw2pY(zSs{+a% z#dkmV_oQ)>`gY~M32lkh>_`Vli@qov%m1hhvMW|D_O6_f#HDGJ>tL-ah}8YYT{C7 z9*^I}+tpqB#h9%oUa`{@`Q;aFUy`d^`_JRGto=<SI~#XIIOf z1V3}t%iE<|)bH<0d}*h*}+n+4HPTqtVbg&mtat0GHt`HlfS?hwz8r zm^=5Ztoo-3U4l2T+^XdKpQ*C1%afO9R7_%LDU8&;Wy?*RUpR38D;0q<_AdIi_+FtH z^F{TiQceRuI6P`NdDlo?+%u8_E}x&yF|RwB$VqFC@2y|{k`wy#@wui3ch4G9K%wYO zPXmZid#scj`$?Fttws6k*Xu~)#uSEge))Id0=q`B$#y0tE3xKTc;gANq#?WRb!ca zzJWik$+B*X_MfATRxQ5U&C}hR7)NEVoR3Dup&B5U13kt1z9$5I>JJCuzzlRav=^GQ z+|F)5n7<=SPkQ{fE5D&>cj6JIR6K{(0uS~IsCy*Z2(I0=g21Ds2J*t3VkNVu`$InE z0HP(ck0quezT;S{e(UK?FNBXB%hjKvc7n8D<`@G^?E*WdH~o>cp#p-L+R$oc;VIRX zD5$8sSGdLF9r4nXmN>Y3#NIC!s}@ROOIaK{BB;WDvMGDdc;*{V8Fi_G#MOL0G&RC2 zmm^Lg8L{Z5?ge$%2<+7SF#mGm0c#^+WFg%Yxn2 z%M|x*3vJre$L3movzJP}i6v4VimxtO^wroNi6qVaTg_URCHM3VGtPKH!lwKJ2;CRD zjncetJFm9i?sT_T9NNrTZ(e112pujeBARw=D_^fp%H}yPK1_L?et7&90MNtG`k5gu z75C=YF6D;+B6VjZ>a@7IC@9Ix1PJDv=*xm*3!IoO6#T})av^eHtc#>00^P|F2;#;+Fr!em&FFjBnXYHmzW9`;Byo&ZRd!{p(}c>S!u~{&K}=y4v+iqWpkI z3UnSnd=a}fv&!&ng>=0wIc2FYRi9b^HhE2~HpR_QE3KQ+m~qQG zMrP|ZaW5Q9dOZ=?!M=NB55za^Kc)RQ*%7zwNk*I;G7ZH$j`IQ$jvJ%2j8v*1_g%=22%)TZ9qgYP+MElmdI^Sj(X?Yg8Q`_I)YN^YHL^698 zx|7@A|CJuOYJBg)I%1&?&fvsc(HE{fwRHN~;zDJ?k@&}-w)aJMcZG}8F*tXIAVNU& z@Y*2ab9mlQ*kq`Q>C2R96V!70UeP;beWTidpUQ;aK4iZxhHO7U^Ij|9Hapwha=DbA zGVe36ks4R2Dv^9ryKRux{TH8U-lK$P7*1b$Z*p(n?3SB%VZbeHNn7i(&C!{T)PmU5 zw+EX!S?8vMqt)mbjJF3jZ@;a)3_rP?YpF9i%{KB)hoIC*UQK|mKE|&62@e(0S_N9w zA8P4&pJ>vWp0q2T1}#8A)IVaQ0)P`-XCGfd$D7b_db()juNps2b5v+fE#K>90NU*H zdEn(mCN^OXine93dyDtj9`yQ3!EVqa_n!0DITbn?{)m?hH81@&r%r1Mae>PAK(mVT z-t=USoTD~v!;9`$jds#>RaE-PqSU-yQbqy=!fk|k$b$-I&Ag#m#j%Fe3Lio9^W(+5 zn?^;HPV~v7sK-B0L$_B-K}3Vloxz-Mu$-(volPka(~6>cL?KLg0ZrQD{ObGn;-=l+ zZoT^GgKnA1sV@R(dd_Ah<75mckLy2`uso*I|t)4sUG1<1+q-QUo6&!SpCR^7MzrC~QU(r1J9~O5xlLOUcz=%ZP})Qe5?)+0#Iok5Hp%iYZ#A z}gYcjZM=d5G z8}>TVjH1*MXSVnw=BP_50DWv%KdfQJSAbvvRlm`wPg6|1HWqpXEp?`^^#+iN&Vr8@aG@v$o>e(6=eaS68I$aHM$b7tilIVa(d3lD1Pm5fO;#d&a{A)Z|aP zB}E^B-!UhY#sEZs>tv~~6$ZyyLbZ&R^l_nHDq5D!kiDc&FQdhks*tj z`@+%x5XoB+++k-d2ry`}7kV!wa;bgDU&|mf@FIIV$$hd3-{pt8hwh#W1-e~_hx_9O zXYk4z%h)F^7n(13kvSr*bKl$g$}c1X)L%R}*5FD;7k>{~d2JA3%$J?`KzeiT+Ke3n#*ib@+a0nDcK~6m+f~YWx5C(8Q@-{A z@Ls?P6L3OVSzBfdr|s4=m*-$heTFz4M zmCy^gdO0_6(&WH0eXPD@#_T^Go;FcdUwW*>>Yw^LiYJlfTOA_hpnPn5LiM7G0K`LW0G4%Y(APLbeLggXvzaJfw4# z*iPZ1EM6=8WOfk`*_?l1kZ@ODB``gD{=x=;m}aUl=IM71C!tv1omm-1n1U7#W1LSt zojQ~HT)j(=U&-aX^A;yGAVE;6KNHVOY(-l@mh6@m8G#CCtAgB$p1xEUJLjk`rdiu# zbPM&I(z6)=g2tO=M=HwvlihN2Hwvi&@EVoH=Vt>y7En|VQ6N(K(0VSE#R%6HYus51YghQ-q~NtL+E%ssIrYirmy zXta%|Bdu7Igpjfb1C4)@x&-#JIeiL_Sju(W=r2!aTCoi7Xf;pSlFmYX=uL zOu4P?QNV;$2?zxAb)w9vB6@wi|C75B9H?>Un)WbtU>u_<-Sr?(m8rEZzdiEwSG(#I zPNSi5dp6zBY_w*u2^&6KyPP{(%TukCtp0=)rYpmCM2m$(?jh@%^-A$ z*xu1;*)9F0k)-9bEj~?d8qAxge!cJe9dmN_+6&99?0F+X+8O3+xXA9x0dW9U=!9Q= z6erG7U<;c(Wif5ejj+V=<_ac4gFu0f0`PrDQf9)-u=-BH|GII45x2?32o}L`i6`gPM6vE z@x7Vqr!YmOf+MA8E+zFrU$Hjhh0X2%HV(O0laK+nJ+O-?BV1Ux8Bqcbi=BakWcKn3 z`@p9PrV0b!hs2^+Y30@}|5#Al#&`ds#R8 zZdyIbs+bYlpdKw2D)Z%o`Fg*2Cz;>4F)u=g)$T+uqkJfJF*{>r5xFs& zI7u=!$a)rVmr4og!voBkMnM1>{ymKp$f%f#zF`{szGPxypk_QNQCG)!e_{;S0TV;R zTVMx$Uxt2VBL=#}_d>*oLM?e3ZFuN!T(Er_C;F->G$G$0qfAtZ3Itua&vgtGuW1RC zXX6&0`0c+d@Uq6JJf$I4-$4yC*m|~($i?#|Z~l;4tX_2DqdPQam3B1)a2Lx?h4lfk z#bPcT<}PZ%f(@hT>I;B>aSceY2JDNNw~Kh5UDjzv&}F&%s5^WME%$uU@|^eW4uD8| zFF!y@&+Ox5S%4*%xCU0PJ4?D|d@z(qCS(A%UQCw3nJW`XAh7u7t+MvKXQk-3(A46Z zMRenpp3Kf8!LA7^k1=-8~9McN8~QI#z^woE$T7cNs`PWQ{jlLbWfK zYQ+@C(2=Pc6W!7iNVNAxrXjK~4tVHXYo=f}R5&Zm%}eiM?I7!_A&!{_AA_!eQ?%EP z=fm5~E&U=gv=+?g7ezC#YHDxzxRAK`l&7G|tGWthJI3G+|97I@0y^@lbAl650=+7#tF!V%3cPWE{yjYg<6vjD|^sxvBgkH1<-R6|~V-e)rBM>$YuS z2g511PEej4$R)V4LtAw3L=6lf5PZVrjmY67mFVROr`5LPzEBEbNq>{sU!}x<5XAJn zVcM@j8J|iu?w1_-uJ}Ts*5A7C{5V(B_%=(6^yu0xYVYo#7EX;UXrBn+A0i)SuTcRMl!erT+mMDY?8uFzL2sct(tudmg@wd|Jtmw| z5wy|fX4}vn+Fwuhy=ZNg1?(aL7G|$BItBC*;QA{M5I#+tmW#`eho@ z+l#v^Iq>JHKfZQo>)15Cn}Q@ot=#rs=Tmv~4&|(mpj>rojMkiH5$`!>{1$#1VCeSp zCbNxygaaH5OPXfJFdi<#f6*GS+hVw2@RM(s>;=0T4hI3|g@;8M1<5$MxcJXY6foxu z9?uMH?_c}7%Rxg~VRkT?c+|!LzjkPd7sir5*!CeZvHN$Z@X~t!JjP&FAJMJbPm-LMm}j z>BA1cqlo^IkEWwWyERhZs=~G29Z64WQc~3-{TCGQ{2g_ul}T=^YiVjE`MOUkYC!wc zPbrnR`_POUh;U&8vD=e=E}rCy5nkzzPbBJjG+rtRT#_ZV1*d_ z%W|D|OY{qK#kF)G(16(j<4WxJ3BNl$Irf8_|F3qep!%1v$fqTbhB>WbLbEZMBU<~0 zzLeHs10v`YT9#nSjXtAj8{8cEyEZM$)*MMnDW10Tsify~HKf^i5oE_LJgdk`q2j20 zYle@-H8S3HbI&wpI-|nfr>%PN((3fRY@LC5ZwiLFSLt}z!Q$YLzsN}cfm_)7G6*lL zyCIBdcaYuv)v9hl!M9gD1M+;)S<^kDie*?^EaXvd#|7ax48rAu>34JfVI{1nK?qPP zDaA3B*LZ{l)FYu6RH2_nQt4sUw{artWF^mR|FjM4xJN~Asn^JR!>&nJ<@DlRzg`}L zpxu{(6GXd-%M7aLEn#ObAe-()v1v(F@C`w-h@$2ssFl{N-Y@<@i$2y*lWwPjGh;^( z5Tsw9c2|UJ@87-cjlz$+ZhQ*9$UOR9M=bB;k1&toA+9Au>qnYEf+iYlj@TX{;a1(> zAgvC))ay4N1cue$5~RL#@^y-&EB5@}@BtDiG2Jg4=m;>I0uFZTzckOG20U=)T%nGb z^5DoEmGv9eV_2t0^;98zq(SrVduYu-`T_^tqRae^awek)kt|3dz_H*7k2;7ejsh>J z=JYsJk>k6^8{pLkh+(f93vV#t1?Z?1ooMcdcEL9^K|9p#0SdOEBGfE6%O4QuuTF%2 zK#R)^T4c#?x+4DOpXMDgQwFz}o!19@m(=|-kVj&pwHJt-lIFV3mZae_bZ0-LG}!e# z;&;kj)!79|?1IU{5`n_5jG51MVZIkHI?i7_XXAAR^T)qBc!`_-Q226{{?w$wEkUJ4 zw)iB1iMc>WxWM80ZBo$7xaEx%?Y%V?2QaLlkA#n(5|pWLnRldRW`iQpKDrE!ryAs) zF=d0EnuNES%)TU5dcpoZT=iy@FNNopG)pE@-8%7kJq8IG55;seKo0dbc^+r<&=tUQk3dUqq1T zD4b#JFs@rHqw9Azf*IC`M&PB35ABnN>d7^Uztquvm}R*Opd2%~8UoSf30Ec70yDp! zmiyK6Kh)uocb4vmm!b;H(bCp?&aoND-7+~{Jri=H5#IB(&0=R{GuOP=IvaLae7+T| zqocaU%byDR;y#jod3+!4P#G#xOo(wx&V8ph+Q5Y^q(b8g3M6|(|NSrHK!E+fT#_{{ zK$SPBDJbqku0_H8fIn?!k<%LE&JM(AT9#}TfuUj6?8Y8xj!0mDD)+nRYdUGLm866M zuNAq;iYoBZV@g(CJWl?YbX4rg4R@^G5CFzn76mxW-KgS()_&-W$PJ-(R2!H9jcNrA zsZU?_JSv>XKjF)(7+V{s))J9KAYp5;DPheMb{1KrowL@_hpt8_<)V#>+oMKD_goHCBgvS91^npyBI z6y#R>2gU@=ENL**I(q(%65aS4WmdCrJcTpw(8nq{mY^CZfH7RCTaW~M(*P(WmD$Jo zDYF)yrnMD2B$z#=u@<{I!6@n%w$!1VK<7yJ-ZMRzs-{@*PjLjdpI?{1{lb185fG!K zWK4-w67f}+D^4oAgS<5k8nqd#z%l8bZ1v; z%u!o0wA)W{PLX>F1fP>4w8St$a*B5claqSk>m*|#3NxmbR5mN_1hz{FwQB2UiWN4)Qs`ve1y3tDcczNO<*frhP ztoKQxf$^Fj`)kX6Acr2A!JhrhU;LP1I;=|0_TZ!Rlz`Ju4yeOAeBH{y*7gfm*rT9w-w9=M& z#V;y4thae7jyz!TK2#rnf700Cmc?19#d z!I5_RABV1ALV7-5A%hB(s~&^NI%X~@N905$BY(F+(E4rQX}DQt9n1Rm8En3wdI|4d zo`0(ltt=YTay=Ylpw4R#hC^teYIR~MVig9hapF1IcPAUls>zR19!1r^fAWV^Q^lEx zhkxZsr~#%Ed_`X^3{TO5fjl{TvZeXqDLTM-NNL_K>CQKl=$)3PyPUYlY1jVjbc$t0 ze_{OI|Ct55gEp5VXgib=&^AQ`U-kUN1~jSXimT-2=0Au0=9`|EyD(^eq6#l;7_-JB7{-8W|9Ou zJ+WN)8-P^AIFDHEWl>Pc}a(NtT;Z~c?Py@VkmUf>Z%ejimehfc&XK3u_ za+t$7RRCTVpB+NHo_}(baWa5-6^pCc*K-g3 zU3L5$e6)C)j2q@-r|sO69js`YD?sEq?N2V}nNv^95xOHTL0N%xYkw-{z^(sh>X@MLk&`>8 z#K|=E?%hWJn*E{TQ1rq$ZyKSwi6iCP{X0)jjQx+D`(icqpGCrS$8P-VvJCwLUZ%vC z)EhJ+0RkI|sKLJX8>5^x>&Ceu-%VLdBZz9F0{F@ketiS3Rzs++o0HVAu8;1UKDqL{ zVx{oFzU4!)PX+z*XM7ny;1N7P`+DS3$GHEtfmAhYrxfM=(5H9>z3KdUKRsuboAZk@*rPe!Y5LUg;v zET6AMT^%@;K>ew4C~d+>ZNiAFyQl9x9~d7rtiMSp+^3UXjiq%)9l2tmew?uT4cV#6KMI{e7brjBM49xr6w(%T~ z>|O_YU3qwM-SB4Peq1l&Db-*7tn_1W^yXT>Y#K#!1WIoaEj*&*&pbxEtIp{j-j3x)V(zQ$X}V4 zfkfa=v@sR9e_)=CFm3PBsB3_`VO_yp#!x>cDU63~0s?0HdRzXwzL>=?$XNo}1u-PT z!&YJgd2h=%ILQvw*T~pGLiulSI!9+5lfPqbNUqoGyc%_Pc^l^0dY$-`!jCp$>qSJZ^|IdE+VXqr@eV zJ^v28%!weD@Pmr3-CHFE5qAC)IirIvJLXBao9$Lq?p`5EvDkN;*7YX_#Cj+?eyPpA zKr9RDX|CgOO=Dk-nb;elTp@?!8i(91_rqdee+m7!@j{XRAtTVEu?;49mmM2DWg~wu zTzY9tpT>+239D-fSJ~_6ne++{DT*9^&%Ka=%i7utB6yrffVc63Ow)2-AdDqMf@viv zmw=C-DOd-qJpmkw2OsC*2XiP;U%bP|Fs3Idy17q~6Dt;=e}Bxv^Zz?}dCXGNyzX)q zLpY`UV_7qNAF)Ng(|W-;CJP*$Jv_n>f93x%R_AB97hulkk0^$`{D52c3Wi>bzVxMh z;xuM+iY6hCNq0;Y@XP`=V>g#$ib^3u_evHqIKWVZDFtcHk{K`6EcT z_s(GQ2UB%+qJD5s%t!v^>BMP5=@6UL*AKh>W*Fv0XDWKh-pY=O ztY4A^VB8DMH1H_`78g345iI_rr?380>q}2e{sI)Hxr7k^)@s7-8bG}l@uHC#5Z~J! z*(tQN|y^xT7L@8%?v&lz#kV|@kZxA3BoCKZbl&A{v z{;gX0VG?)t=Axm*jC^oN2<=Ak9a#o7f9TDt5qG73*m>*qdP>q0B_iLPIy2PR$9k|o4R$w8`y2mu)W%u2ckH+5~1)7B`%MLM7`o2aHSsIKA1An$F zbVx5cYo7oQ1bB63<`>Q72<+e(XQ~#p)(cX}CAZ!bYyet)Ob`kNNMbGzbzi4Ne!-@y z3;pe+TfTnPPbchCZhJyaAFodp#2rQ<;Nr;6tycu0_l{TF!r+3K)UyMnF2g;O1R_pv z#G0w=j8iT_F?N=wt)t>a*N!mOIpc_3$E#lPXr+PIzuW=M$g`jbr5Jv!Mc((#0fBtx zS6_Eb>s%9*)kjMaVsI=Y6UwZv=-8R<>tgSU%z{s00WSFbV#fLFFM`SvT^_<}QB1zC zV+WNb)Wj96zTw|@X@*r2M^44_EFeP5V)((A`G|8yhp(i+goZI;vk-*RiWtAOYqNyM z4eeT!Ur;vakSqV!DnIz+GRQxdKLCb$fZZ10L8|c#?DUnfG?h90Ah6xt5ogg;gR3C= zD+FaRVImV<-{l%diW*HwtJt_Q2km7T4jY{nGuo}0q1D#N`-E~Mfy<`$u|HqSX!AHc z_ca4#U*VL29h1ftBV63YFOl1p}8=VMe9b4b!1DRS{OTV0T@fE~iWG+e6KjLjvv`RPVLF05e@krj+CQ{*`Vf)?*SI2``G@^uOm;D$vD0WL zTlm_z^FUF!^0G`xMfXKPt;hg)_XBt)+UNNFLcOMStCT{Mkc5&b2r0~LcWQjxjw`px zzog=;%uMG?6uy_M{UWxW%~4-xjU`N?KNM4i&KQx}`~g!a3Sq~Sck)f8Lc~1GOvCqy z_+Tbt*DLYyUuCA<4zZ=uav7@NK6kL9^&m0h!PVd2@h8p&y2)oN9zf;=xUcZqvwHzP zw!C4akx8Ucq-(l6hw-DGLx)ldO{Is>Q3_^Q#sxB9)|C+8eftE*_F!UnkTyz={LPo* z(aBXQ8R!#x<=$Y>q7c_fE4Y%MT1r;LhHiV;$&7s|wzOHPC^+I%9V5?S>+Ah(F1nX~ z!ri$2Qi^AG=D`En>Cz3MMLXUsK{=%l`AINkR~ zdejH=^BG`P(4cB6i36Tk-qNMFs>xOV(krpM=U0lXX`chzC4E%1FoUD!^@~88D*g|) zx~}0(9TgDWsFsNQs?eCHx)C$r8qWq%&vN(txBauOaQe!d!#+GWZi7u~-!7pCJW)Ae zyhxaa;o~wM%D%HAmFirH$y~{L^>MRwo&6MsRB1a-*OD~)sjcR7X{Gw)JYWr}R1+`B zkF~ei`QzosZfSMc<3_23iYt7^XC0Sj<~XMnqsY%2*R-}Sp_;PcOTM^NEOTN@(| zD*!J2M8#76L&?w&*^HYIq+Zpd+fKhx^Rd>3ppc)hNEFIVp2$6J!pWgV^F+sbnM&*R zw^PY!TgUCo&n)ssb)%6p>tiiAnkXP3JX&x%hJ89^5lc8Vj8bV$Zb%O@^irAumb==zZi(} zmV1AglfgO{iOMeS`C=vhml9yRebJd5u(LK}|C9~?`}T~4-|vlDIePW-zvS6#CY!NFttUG zJ{{5iX)c9qq^U4pD-{U5Pbm`>l>5`-Q>|{|Gc;be>7h5oeYy^NfM2xhx?+`Eg4ie&iD#OI=AD z8f(`>8ZSAD$96q0F7hrZGus+U%;(s}lnXBk=py$%omDou%CuL4QN}{-gl&VK zUnzz9fbturgiUr*kd+xj8DWD{F?QetzAVK*d+P8?Se(9blh^W^blqa<1TL}a{^0>n ztn)a=wC|X5UUt&wnG$*9Mm&|?SL?5mFxulYebY{I2GOc8Ky2RRd9+1O3bhT4%z=nO zp;W80E)o#3XJC($eOu=i2CI`#KrTZg9CArOUXU6^cxI_mW81x7km>=hSa%rKVE9vt zCVcB+QatW3e2qTrD|+NxC?%Y=<=i8#^`ITAz%Gn^cjY{!GpED8=U8k|tahc$Ewp}B z_wV=UyLZpib@m>)3dbovX0{;*qy&2v&u!xoa|7=O4{WNKInfYE#1}44Ir6hZEsG_* z8Zf>G)I^U9X+rGD>(|xRm$0cKO%@M^wA3j@NEqyhw2!9nzs{PzgrbZQZosh~y z5kRSqY9#z#q#!_eL#Ko?6gv+BvXB2Lg=*yGPLv4Mzl`S7fYiE&ogIa+E3GUHlLwQd z8fQq;Rdv0G&9KuKF+87#=aIh%CPg)Nmsov0b{(rDFr-H=mfb^&nG!Dp-8rqdjc~o` z_+CB=uNGm~G*16^{7Tg&p80@`oj!tjXC_oG$?ZAxt#nA0j7vQI0Tw%bxMl0>M!5tx zWazk5$j%*t8a{WUvydb?{$&&%STkN%Us%AIMgjOX)~jjk!Cy~?!SUpEgE93~1)N_f zsH*d`I(l&8I~08ZzxlkGtSy9T;V&sw^}26w%-K<+<@qi;`Fn6H}!Yj=(~xh9Y*medlK@M7KP3a%3XE$^7Z!oG5&Z|+2`OwU^wbZ5y*stfi+ zjjSuf$<)o{r@cDZ8>#K(M#F0MKF>&NN@Fwqi*x&er(gsB6PJf;HBD6IQx;C7eol4p zoM!4W(i3)0l>)rntRnTLG=)>c(zxUi#@>)x9&Ur~5r#q(Jd8{Mcm}DCu~8Kw&LjfR zeY$m(j}@3W3S^zd5!;(6yE!hF` zT0w$BXXWCB`9z>20=Sbdo@}B^eTJlv9`?|MN5w;ceBrrrVX)%j8 z;-NOOyXaCT55(F_2aw8JR`~&8vD;kz7*HHvCKMqDoA7}ZcE7Gd#)$%Aoa;36{Br0?c(JAQLk!gVSJpV`rie3VUaMco(*%`CFxqfQt{B4Wj$SI{hMwBot z?9SIT&voroWciK1(+Y~XYGvrtyRNQI48chkNHqvdNb-u==&6fI$5)*0hxcjesVy2G z17;$$@pfJgZ$BD-stp z4GGt>nW!N++Lm7L1}pPtL$qwRSs;Q?JFZ&}SPCFIa#`~}a_QCE;zi-I^kVRPEq{#E zNsaZy!uZ+*TtY3wso+32loNt-2(7bfJoCp*2UW*M0Q!_Lta72#2+V zuWJtix6UjRKW+8~uegRlFMdI5GfbDY9Ul*t{$4bvSP}+|Tst=15p~7ZONe#{3CwTy zQaW{<+!G$H?yp*-l*M%p=X@TiF`6TNX+_Fj`(RoS{u}#WRIQ%69G>xBY>VU1_@|7N zu1@5mjbk7YfE6|7u-F6FqA59W_-6EvcjUH1t-^SgrO=MX{&MT{b0p-^xA>w~SL91> z8)e(wc0pYZ6y=^j>keiU53{CD@?Njl4mEr(c{JQaaHD0SW^D{E<*BNFv5@F?^3{LRXBq705 zR|?TP;X<*F7bqvlmwzn)(yO9=pH%aRJl0e9Pm)p}aZb$WrEGfWihKJak7@8 z#9D!OUswwBr^RPXxU*yRN9~J)^cos?Do)Uq8ge+}fDotE>HJ;X-AXy~xU6IkxA_ZQ z1~n87jFc_DokA9UOQva+ra$ z4cTlb8`kLQZ3kD=!W^qxvj}#5w)--4cy<%#DN|Rm!{75bizKxABEae7j^mAOyUVh< znpVHlh?dhlgmE!AQKNx3*?X2wEC-imv~i+YWvsd3`?)+R<7Nl}yy1$&izBBCIP851 zJc`bOfybweRE7XHmZBTTS!=rbGClsOP+kwqrD4l`>ey!_v|xh5Q&skycG10GbXUMG zRdye@jtU~hu8tN>m7zn^iG#fBmLJ61_7fM+b=B*UthQ;AisMxG#xa$^KJHBNDxy)| zA-w2u_)X8Yth{V=kZ;!%9HL{HU9kBsrh$?w^RT>$4unYv4 zi*WnnCdHk!U|IEE1guUjzD~&#-m_QGZg!p9M&OC<`NCo-w`R+jMC+@Cs0#D6h9#C2 z|D_>6oIa#>ZA7v4Ebmd~3S~Y+CZliEb4Vlx>TW460S@$UjMED;+(Y&p)#59gxa&N*ZGXf$4oT;V0kO;RPaDVSDj}Z_!*9ErpYFut)Q?vF9)0oMeF{Ms~lrA04 z(1zQ=1?^Rt9L?27=&86N(Zt&T6h*q2A?e0liEN$*w!((E%`J)@eCbVoUy70iBU+xE?IVk$Q;+K=ijo^o zbxL6tFWGz#;4QTZa+^9v@2|t1lZZK&mTlyLz8)gn$hG-nK@Cez4*UbOZnmxRUISSO z&W&D6mBu%PScpcfgQ8X3v0RFz05XBog0P-AL0v9G$2A2kIqa+1G>>@n`(t*fBg%Iv zd7^=>Q20XoqonY?HXnZ+x02e>NOK=6fD@+?mM5*@F)hLj$Yjv1)08rm^FrUCwqFtd zy6D4}LE0D48STdlk8~N2#(S=#D-1W8zQkpP(J^?gv-?SR!vbI?H@rp!3QH|6ur;l^`{lU z2CHnju<(IzKrVjKHwBotBTsg#`JNsP*m57D3LOhFd`L2yt#sS8fY~vVM%+Y^4^OoM zya!;dUj^?$ZLF|}&BUKOnck>aDx2DC688n=+amCpUfXfSaSYAns+qFi>LpFjN<5%)W%sSA_qw+J z3pseUS1?+tb~xRA>!huSKD{4mz!I%J^A0sH`;`)Xi@dJJ7~Ed>Fr(n!DS)NB@qKz4 zAF?s(0%Pc6tPWY;rx1TRBxq#F)I7JIGI$Lng!YOAIR)RrZ5tCw-%|-2#*OE4`o$q* z#?KbhFFV5%H6XJvW;^$gJLK;=Nd;wGT`=ZQ<-y7G->xY_j?VcCb=07gjH*%Fb17Le zUht+9H(z?Ra#(vT__vwNz6J69$R@>*0rQ!fI!8Z(XN~z&w5KlElHy-c6i)j0xE)F0 zH>?9z4~9Ic6dksj%BN4WzdL`VG&Hst`MOA!PH5Z+35Qy~2tx1yCjf+FL?en$lGD>@ z#dZ_HbKG3P;@q>obgc=IgH}$m1N)o|fj3In*((LF>>_X82>o(!;T_$Uq$Gt!qfh}P zTD(MC(2Ik&Ka z?@I2yUDkRU=(lSdj<4(CA7!Q-effs6_j>YpVX)<(%JOy&F7ke>7@_-`= z0aa>WmG^$KmGyn%-Bdz>h1ZGL$E+oSJ`B4ZBiUxkXCGdcofR(?dCi-oVc-&?R1w5X z8cnZjV6h9oU{lZg-xcyuLMa-ql?+HrKZQu7it!9Bnl1GR_;toDyH(D_Z}z}KJkuHT zz)N}Z^Su29;s_MjRn+@ktmu1e&=0yPr6Z--i<*?n$yg#& z)|0NzvFp*=FG03+_C0#(C{`H*up)d}y%f0^KICfk`UE$tVUv1rBo=76!9JSU?p9)* zSr~?fpRC3vr)?J3lhj``B^;EBL#!^N5N{aH3*v#~ed$r;ab2KlvWYQPi~FuZaFAi(eni zmI?+g&~^R*eC!~*Gtc+A?wEI1ZEuU7YXRLQdc`yHAxH1oOE3g^$8lYMA%Aq;o-Y^< zX?GM!U$2kBHo^xv%*DvW+RQ`HV9!Fu(wFO#v4NnZ*(}em2x^aE<@|vfroi&NkFRP7F!=_1Bq|c=57w5GYhX_!;`vS zs%PKG4-*dE!XL&vK8Zr7+`m!~T&S?@UFd#TPR-coda$y(Cq*HbDq7RPjb`e6fYzvb zjgJ_Fmx=SiMownQr6DA0Zu4R7cq7cGg$^BCmjVa-hDz$-A4V61m;!DEL2q+4HhNd$ zhBP4KFF`HJtfm(e%>yYq+^P`yz}%bwsc=`k;KftehqG+j@Wx4;F?%%-1V%ZM-}wPZ zQEci_vf5M5|1DrQ-fI?7p=Vh5!|~``poVU}cR1E8PCxIWDJpW=fg_9 zJ;fTlqK3=1!(aaogyU04SpuQ&x>K~+Zc4_5*f&~xhkJY!8E+}!KF-E_mPpPxqOOce zz_6;~JUUJo+cBq-_?jwux6I`6PVPkbsZsQtaVU#*`pY_Zck~%|Ht*aq1V!X+$IbXj8`)7P?6!=6?OBDX~TM^IRHZ)PBtR5cG{12A5J!VFBiM%FYP0pu-{7C zXRJ1QAI>_vpZz}losB^AY^+@3kiDFdFXH-jOdn8w$k%qZDIhq@nM&WQ`T?~_d;_Ra zrvO3oOvV6I*7S`Il>>+h=L<*7ma4KQ1*14|4IabXBcr%{|L@!{0;B&P=>_G|8gjD) zM%Vlj)ADPyMkLeQ`!i2&t+)iNl^&@P21&tR=O6PBcGNnuSDp%9a2Z~f1SmjjY}o_d=;0B}H~eEL zsH6di*X;Wn^y{OE*fRj-VY&MaV6Xrvk5(+Qp@u*Y;xnXhN(e%F#desy%MIoN3fO6A zU(FN_-wXtN=|gBZ+vkk|mD^>)(X|PSkX~nB$axtq%CiY1iI_rx>@$>YH_`jgA>077 zpfNC*X8Ex$NYnu2L&3?~A#vm!LDa*7<>%L(=M@r$bG+g*jNOU*?*}lX2@ZI78cuYY zrTlPD49l4K`Bk~d&HffWW)n!?2nRbAs|(kO#uO)J)P5jWTtOe+T96;$U7eA=K}B9H zNlL5Mg+xi@G6Z!Bx9r{5eBxGV*>pLbk*L%WZWX*02+oN8)Q zTP9NFnEu*U1;^Sn)(Q^r?YS}N2S_95_KtkpPvE~G&Jm0@c4GuP+BxE7IdK&J;((wM zmX;$RVLw8)a4rV|N&=QpV~nLE-U%+ctDUnu^lK*dC5`()H{O-QA0=rARv)4Y{HhQJ z;UYI~v8rNj-so(m;p%@yCz=l4-{=nK!a-CNy%?k*wx~j)%<}bp113vvWG)QQB8f)D zIuB`A?ym;K!kYiEtJiTAY@~%Y^7rJKfVfs#b&dg}x%3n*Rw38r;4EP~FkEZAaUtIh zHEJO0`=mZbDC<&Aq`ODlHIu~MjhDrOmQv-Yv<*f3lx5s;YSwZB1e#>Aj>&Tw++40b z3vPq0as;MogCBwt`*I{5tOJTkrU|8v-L0r-nHtSxxUS!&Ii)GiR^8sQNc?NP(Rb&1&x+<{8)zlwj&W?wv(NoHmB z)HNTGayRf)%Ctr2891?|5Cw#h-t$%KY-q4^A>&>VN%j8ztZeeOO42)%PgDISg+AFh zLiYv;;v@iWJ5|{n-!V*~N~iIJWVtxU$F@zlY*uL)$5A5e6ieV6=w&WBzA|`dpGXxt zAxmvq?>zJZ(7Yq;3yIB+tv|Goc5H+5 zp@LUQXtT!ORrxe2`a-@=4YL6f{)OMmTmgS4f3@&7-M=OU5pi01r;^7^^+J!xQjcVU z;nCm?rEFn&J4g{7uHNjKGlAi3xqH+mM-nc#8~s}_ z>w>sr5L4{7DG8awnV0$3TGDXCJ9Yh{A26&`l+_{|vayEnRWpm7I-&&YBU9GlEZXTP zSLNHA(ig9|aGk#Wos1>p(Egi41tOm^4q2G4H*O{x_3YwABzsZNqEYr+=WsP+owlYt zy3YNH=*1;qaCzX__1?{7IWtyZn>*~L{HH{*+sz)V0$jN9hNsOju>t&zCA8y^l%~e7(Ays2Q?m%aZ#RoM=m{i&QT;Y>9*r<-4c)`=qa8} zz!ABWLv{-%!soKZ4qEJ%`=U=0+kbnK>0wko6{b|i;~b5oycRxemvXkd)hXAgJ6=gn z+f<)$no0{FgaqR7GejfqhWUc;e;0PEel+~Td+U1G)J80Q4FXU^3DQ=SbB?eP%YpV= z!PzjdajNOfHs7BsG75S$f-o0$yzLsQTrzxTSOksGEx(M5SlVZ0dX%A;!-xgNo@%8Y z%2HZaNJ({u%e}>@=-qRkEP=1i-$`fYB!UWOO1}u?I0uZ_+U2%Wq&zYxZ!gpsHO@IO zp7sXK5o^!1{Fkcx??s^zBPlR3V977_xoMg1`{U_(`^(Rx;l)Q`&OK3MTfU)yqOAJ- z-hS9aZPq)~-)e1?b7SasHuEGe;S#BX9^9oY8&s)e54N7UO^m*af{_gpUuxl8tb?*& z$vLtX$3z*a8sPKon^~vz13|f^*>NmsB}SFs8DIgg(!NhH3z&@&gn9;jN_ZW1$((%4 z94M)j={TI3K&YG0BjK$2_FYj=oKNF94;VRppODz89uVaK8FN@4p8V0@o?i(Ic7EnU z0tRA=LJNO4K10`=a{`;>f0NHe+@@tdm>WBY244RZz9R+UjGJ3kUC!@gs-l?rNBRPJ zm#gY1Hy>yG66x?w>o5`mo2ao!U~ZbvHzd__4X9y_>>ISu1mycM@Yn?t#3@Ja(`)TZX`DS2_sr&U7jr7*k3h9Fdcr6u9iiaUP}&F(S<1d|37cZ%jUiU2X1{SbK;vL+F&k@ z&C=WbC#>L8<0=h4&G5j~a!StH16X;Dki}V$_n^m;L%roToqd$D>o5>kgqkD4gB!)u_Al{;%yO|0JP(|29K{QFH=Qj}lk`y|<|{|D79kVTA>&98KBC9HrZ@%(i%FZ;6hXF5&u>~waFY36dJm9O`WBNVXcG>Nx%)A^B)U50W2bNuUTiC`}py~FluL5 z7OGBuzo;#j3qDF!P)~yMEXPkgG}AB|_Vk)rBy{flxBtV`TZcvUe&OEIC?O?{3|*4a zjkI(qNDtD|4bmtL0)y1h-CYCH-3>zv3|$f;&Dnf^*E#R|-`X?JFtD#-_I}p7@6TOY zB5d>4zzsAU?NM@Wg}ddB;}N&s_w|=oT^T}^1bIRE*LSG=<^YvFlof`Xz8Euhwbq0y zTY&7azCFq8?4gg{gVUpCd9O8|opBxBk~scQc&9yXcj(G3I(~h`e+hJUKT;eN&GM=_ zx5$YMT5YOs*yzn#z^;Gf-N{1%!S+D?sC?%+s%vwr-ovG6XDttXzKJ7wb*fz47no_* zFF{McsY0yUMek$QYODQ&@a~=JDpH{YjJ%pAUq~Z}x>#sg?d%*$W z0?A(<^tj*sn%+b~-50SDMAH>Cbn(kQ*$w82<&37dEB&I1c=7L3P}3Fw3RKzV-s*Ph=%9kE6ijI#ZR*{nXX-upd$7rrs7;+c#MG8 z1sHg!&YPj9jHvn}dnEiD@5@Q)L#B{v?~zo~${iFMDHoBlbl`6d7g17uJM|C=Hcc_1 zq_kkBtb~EXJXDwe(K6dm7ity$1XN`Z`g;st<|z!-5y$@}l7FlXMojr5IRObKq2plV~fjaanc4fuDeo|Rk` z);eV2AhbU(DNc4mq5OG3o}~;};_HX|;XQ!_z;8EU`f~^ZmQWFHi)`im?gIRWo#;)s z-7_nXjm;^tByCHSZL*@mAPJxff8j{M*OvH^s$(DTr$6IyUr4q|4rYL>CT~ zHALr=u>@2S-L&$!g_Q5p8oh*GK7Z;%X@|rCU7Txlx;f-qA%vE7`*rpR{^=_3_w7*akW;56BGRHjz_o`9FCf8snU7=rt zzaZXoP3Cyyk}mD%Jj*&M0E`?Q64v>byz1P-+0C~Ed%?gCqB=Vep%Yv?Y{X1cf)~FoExyn=t zShb6tn?h*Si+ycDVSihKNCnUqsCm=}-dRPI^njtR#tg73_^>hC<9gMZC*{Wq=_8KP z2cT|bG@*EeN7iXvP$vAOkB3cyw35tv z*!JQ%(iYf10F=R*^hdNHq=QHbT&QGQVkZ69)iBXdjp7{>rU_#xCK!&lJHY#~rVumR z0MnJzEO)xD0)sZAv9di_Qm10laxsUf>s!Z{N-O;W&kl<#yxq1}_QQw&may-gQcgs$ zsW}S(SV1Nu)|SaWaP+cZs_&F#RmnGWeX~{jF!UDy<_sCPq^YJpivTZ>iW`0J2^nAm zfEZVvL(U-Qge#)u{l3rUGL z!LlP{;9$7UAN8XZ^JD-{oDSxRU(dflHiIvsK_^1StxYFGGH+=>vN6A1#&kH3Ti!SV zCt*9%sD~J^fp%@dQ!v3#|NB|`ac7StRSFiaEfXVg5)PXG{@C@AZJ}v)769EQ+HFTpJ=qC;MG);#J zE>%(o+A%-_z8{2{E~j2;ba8&w#fB*}A!@<+&hdFF&xVvQyOZ0ezRib9pmk1FTrO+Y zzg|MO)g9c-BI8b3!2#HVY|QZ%oZ!upeW@a3GME+B$7W^4aR4`Xo%|p~Gs|3yq2}{~ zIg%|_hAdr`{LoO6JoKJF| z-#p5bzK7G_CHn}HGSuQgx4`@;zf0N(ev`ak)WL>n#t0;M6YW*ESmZFxvU3+f|Ixbp zQ#SehWgUF~+fkffqClASPX)c?UtxMCTmN54s10nPa?Sy7x|ee(52rBGV{`6l;LomO zF&-S>?MG8uop|>zB?02B(TRAqOV>Bsm0w@oR!iT%Lf)_{%jM+0-PPo^YdF@GHKvug z`CHsogE^Gdvk|MLQm5DQnan?Yvi=KQ(W}PK`2OLDWDevU%Qx$svmQQ$m`B&T${QS1 zHoj^5)yX=bFyI3YF8=3KQb@WQ2yDcYpU+3GNht$Pd*VyfKj*|s^V~+Q!wy2&hjztX z0Tydi1K#4`3su|!wd9Z$)6<*$gKy5d^cW_4hB=hLm#8uyrKs7DgWgK#-Ty9TRs{2r zJFvk{yDG&xooYpzV-@jh+F#4ms2cQ`SwpQKz9%y(MdPC)-*W$W(PhuxiM}3u`!fcP zARL_=Qgwb-AZqwidQl=5AM;Qd=dX1Wu@BKHUxAovN&GH9CauzlFlF2u0E!0;|80bT zjNm>=vv9A_x3bv7e(6-kOz+e;k2c#>Z7Yi;P%8bo!?e8)@i3q}FB$iKEaJipxaqA? z>Ys1soKi@^+2x6B(d%s+Z`~?idL$Sr23=;pvaj1yxnP~In?^)VAudFY-!7cevR!pX zVtSJ|4dn~OvCcbMvkrKhN}D*)>TonZh7&xK^1W+vysJpwVr6U))&?`?Z4RB5(l1|m zxYlGSI%p$?t)b(p+i&;$DWl5@>?B0E885f~a`0>qzXqX7*;6qde7 zKQ?sbIAWw6ibY$f%-AO!^-#MwiFIDz7!u{(bzT!UYM<*?32!#Rlzt@x589>27MpF5NL zS9!5u;zVh{Zu2@idwny{?!|rE_d5#dMs8FvsN7(x-E%=O{7Ll~|00?>^b2>;vX3(H zWz!kreEUF0jqt6sB88vG=t`8*O;gKfbg40-ZF6DO)#VWXf+HocAFFkXUH<~KlssYGLYTwtA8~2lM|k(msLH=4l+IEkiS`jr zn}msuHNFz)sCtf~R}N4gSt(G`uNWe^>!z1DBmKexk39+W*8~#!H@*J|yx}9yS8=i_ z8?P`AO}!S}oN!x;{z16o%8|dj)jSt|6Kl7*l%`WMLh`9b%{fcomx3znHs;K6xDpgf zD>Ok|OEUyZf4A(o&8z2tfw~#kX6zqN4j32hl-b%07*Ct z1NoFIPra|xJJ4GmGIg?5C&_H=-Nj7wilo5uPpwOR^ zPJzDkJsI)t_pWw-@&7%Tpw*^af`O|H!xTAC+20xJ9U20Ttkj%}=6qO!dF>2+Vh(x< zP|n(7%izt>1m%j5U|XMe)7Q$5lIcgbPV?)-Nlw2beRfD&hJk^d`Gz8EutPM{^!A{X zsG=dheq`JKD_vNow-r-$tP@DO2h*YJ%C}Cq-f0O5U6bh)VO7RES@VkN?SjoNXkdx) zagt7vvEz$uLsb8t6y2)R88g<+TS$Mbb9KKV&O67Nc@yWOW;cW}}}W7IafR6#-VX)~}&&DV!MH(PRjP&fy6QVLa9Bpwy;~ zJ9yMW7`Kyy6mJ}N<8ZS7U6KP{Q$4R^LZPwTLn82i0StJck#~_;>J0@dH={iV4&@ds z$dRme({ST;=olC8spF4wLf2$EE?lhUR7ksj$|eP>muKCch__XI72!wS(4#tp@J+o) z>yp0MzSk?=EQTL`4%GYZ^7f#B=qhRhi4y_#?uc0hPw5d`nn*==SFH(2jUI{2em^{S( zGyEG;v?o7~bS?Lrt^lFHnVT@b3Dmo&>`hFo6SxFnvBs8bq_|I3?WSspLL93+928dR zM5CQY8nqNn=aUO*Fp-bA9tOAIyXHYIfx5G4rLI#)*qYEiFS+f_{NVQ6^g1jNO;`3| z_F?yurU_D&yj{IEm!j>pTAbbCk;hHEH2`d4@s0veqjwZ)81?{eG%D`c^%6YpH&4LM zE3VxpRRb<%LX=~UE1*@L^Sb*s`mlZmv7OVh4{j#W5U2dKISgbaZT8y3^owarc>w`E%Tdb{8hIr z_r#cBntdeAD(DtTLiDpjmn0>hW_Q&pIG|C{9ipivjTqco90f|A|F4W7|9_9#{I66I zH5C!a_#NS7SXgazSo0tHf%ns<72a}`9r*lP^i9M`rhyz zCTRpeG#2BnY~r1i`*8|GFfl}f3|!!Dc!ROzE^d;QZlW!l%3!+{_W zp7X!Fd&bH~)*-{V!JvssUGi`C?>f%&U9?8T8i_yWQ|P;H>?v|;(G9wKH500BB9xa4 zJrZH1FF{$o%Ysb!N>NSSVs0+GGdM9qeFQ>0Dr(M@&AieqQw-kmp8%F4U#%jQ_bca6j=|NNdY~>9tiY#Gjgm*ZUY_^aeCs-F6BfTYEr20HldX zv>`R6P8y5V0ezo-?AYLa*$RgPE-SmHKi=r^$dW7$X9Fqp5bgC!xELSw)!shJsq|#K z`di3xZ5E2Pr!!MSa&na8C|bIZk&K3^DNpk)8y8Y7At6^`_~6SVhCyi0X}%z>QtDn( z{a|3{LcUu_*IpWGmywGpY^mk|rt8A!f)jG&Y zawj5(j{Z@BLhw*vVPx*X{5 z<2DBLfDnh|ir%a`%F8=TooUGBGjz9D`zeg57Eb9X30?Wdj7NYc_R0DwO=mwCoN>olGD32_t9Bhqx8 zS7slX`!d#N<{9fBZmT^`X>6a`51;F;5u+4xqF?`GiQ(V}=2h4On){+-)lX5z#B}wa zPLe_h6-o#d2X%R)3+ZJeybeK^yA>8 zma&`K6nZq{kAn|d`fh4Bgyc$X%4p>~75g!t&fkoth*oe44J73$t6R4rymsCri^LU^ zHt{hXkh?tQM6DRqu`@uBqCkJ0FML(%bh_VjVMEZS%`zd%X z!LN6C8w(G`D_(IC#FKZRfa^@}^o~=>Okw^9B|?59z$kGb)}Fj%z;x5c2sfJMA2;0t z?U(RPFCpHLW&5e@0lf``5-vLn%<#)6GxkBqYkFAfW^fZX)rE)JPreX0zh=iNpr#xB*eD2)FD@9$SDwI-$Pouya8&{W_CN zeGE0f@6;Y#aT=o7B z1G*33x#Nz~F%7`6N%kJ<-d86Nq1JB5l$t51aDP8pNfS5#d^VS@HwN;B;)mS|t&JK8 zWjRLU3@Sv@5vrR-HXL!ZM{Ojwd1E1T>aZC1`BI~mzsTINN7I+>ItJJ?-*sl<8|u}+!qz`%dVbgEaQ>2g z=?qbmIws_R4U_|IRSUBED%;C^Y^(CisRVHH5FVn7Z%RIzcBi3tLIHdC*I{mW_OeH~ z%b_vpgh@sLSmD1>P=#uea_@14aIDCRI^B2GQ^PP`Q&7L+_Z`ux|iC_S6AMU zG{Cm*`F2l<40vfai?qwnK+&d<*UR`UHUH^S$xCbLx$i(j_ZJ+ITv_$P`rTD_*q+Nr zzqwEHN(GZ%AJ-fBf;^g$BtA^v4eVJIS|g2RhEzCU>a|)lFIX@7pBH8xPy{_`TVEk$ zO>1o@#nPbsP4@IhzptmYE~BOB0q$oYCG(*)TUrBb2n<()ERz@rYVta`plI0JN{f;u z5E@{X-N-m2Kp$$K(f6Fqb3x!6@kQ`$niz&rXPxB?~_A962lyj^) zJ1V`}ZSe_5TFVzSd%J9FCgD2tlCb-`G=DV*#^Fs1Pp9XxvD%rr^^nEmdz4!Yycu#b zGj6AmZN_lxFEUKglBw9E5K8-Z1inq2n7bn(iLt;zP2BA_e4}t_ez%cCNY?R4;7ZCX zC0=6tx$L-?^3~CTW?D;$DD|Yjh5Nf`pis(1Cw7m*F>B{d$AN8cF^2_Ekz497X3Co4 zHJIsx6x~360W&9`WzBM)8J&Nk>93ji_$@{T3L%Xqts2eGgX9$}d5LvdzZpX{JH2J0eG21mr|UFTfr*qYP7fvpYP!p^jHW#5q+v9uKb0#C z!oRf*{J?roSY?kQ)cHI<`d3l3k#_i-1>nmVqdKTJHiw^AhhpI8((cetKq`|6NX@qW z0Tw#dKWp4(p-3gU$gvdzgIj8@Ehaoy7h(Z@;*}Oypn@7*AI-RTwk5mjQeH|jWoVk- zAu_AeB4Z<9NMT+MHrS|BX-<##jUDVl%jD~6YU!Fqci!6l6n4%pWG6JCVk1haD;?GB zpY@VDgE7YVZ%22a?2f%XC=n;<>}6Aby#i6}n3d(b&^i?l;DCMr zAn&Dcgwe-$y%Obna{_zY9~QT* zIbT(Av_6=U`g51<9Hl;`UpQ#6GM^`=rq&)5a2qNzc|ky`)c`>SsG)z$nzSQ;K+kPRmd|o$1@mE26pO{C zkyJ-qQ}A>RoYRXB&W~zqC`dBhQz7|-pqS@}`@8mFQCL0az z&=LsDz4MJIv>W~&3+T?h4u3{*;ClZG`g1zPefi#q<{Q@fX7*=2h1FiEA3AvAYeM$4 zs5(@|U-%q}aYY!kj`V!d0$q{Pbq*oQ^`9?Zp-!Pu`gU;)YU>jjOMwhK+$Zr~1}@CV zutx+EZ%BNMlW1ga3j&%VMl3`p0kiHj6H#w^xi`qF^f*vcbGp49<1)PM4Sz?q6{D14X|cvopS>7}}Wm_7L_-~~H)4XB8&w0pB)UZ+A$nBp1X zZ{o;|Ehv}HQwDMh*v$IQUruElIZ^4p`YZY!Glz--l`1@MHAY)XnL-8+bALozD&Z-2 zsSFeQl}t0Btc4uFSuypwBZ(kNA>?774;c7Uh{{d-D+bumC9ssPKHydxU&UmL z4}fDSL0!FV1Eo*>r1wFlQq;G!4$fCnW`7lN6`h~ua?8|+x{G^jf}ceTT*?}4RoMyQ zDP(bjrJYfSMYKEUvqyi{P3-0j z6TZIgdwVInim0;t8fV7&$4)hl>0bk2g!o?Zm#B5fu0>O^f~cYH_krr_7NUsmi6W-h?AVyyxQGWlGrhGY(&+XWK+}J{Ta&>t&;sZ zS`jbJM;~%FP5on0Qm}r-Jw4d~+co3(qp$(s$<0X!E_&9VR|L0jgh}&He;kyX3u=~; zb#Pvs%fVOKaBHKRLR7U5%Bc}LY*I}^DH}*;cR&69&_s8JsLGVhwG7l*kJ(khosTS$ z77lMLj8TAaE@fBQky2PpX7|n_KD1AD+=EXz#Un9)tp$`0Qa8(X<1}wNO%6z9k_$kL zd(|6A<9j4k5Gs)Fvz7r2_c-dF30bK;mavXIUsr5T5ql=;q&-}T-wcK1ke98k3-+fd z|Bz6t74YDrs}(ICn@$`T7(vefR1tUqP zkGvys?y0|ECSgf5eQSHCJ*JxK*^QfrDl1k)ZmeE7jy3d-H;l7l9hF59@tTSsgV7z| z83x?q_A(M($>kO^7et%lztE1{WsLx{GF2M07@WYJ2nu_S*eYEi&aUD8?jr1Oeyk}@ z`QA_mt7nnj|FBN8Z{$G+8g;z9!rDaO+${5(WY`h+2cic5`S99!SC?XDpRxUK$ho+H zSTx&n2@cC>M44s8lmA-K@Vs+mFA2nTp%}-%=AIM;VtgJXX*E3DJ*q52$3|?`>nOg% z8s;H)c<09ID8r0p2}rhgXLia7-E&yU7c@p_{t=O#!!7FK$np(QSO~V4Uh6!QB97|H zB)UF>qnE`YVQD^(<1luI`IRz^*_yAb+x2UtL-iJ~YvdS-hF^%uGM&ST>*COGh-8Y* ztSKhs3b3%ST4hLFTK2;I!Wg(p*PKiXjXydaS_gv?ck4oE|C`mnk;3OzJzO@eO0p~X zBS|8rt{I*!HeoM5;Wtp({R%U^A$bikVIZU&k8*=w&nv{Mg9}ZFXQgB?`s%qbgznsN z0QTB-d##8I18yu@I*vY2^}AI#JC<9nnTZW%lW+K~{^ZBxF|3=mEBe>ng)UVPX)9>Q z(=Ixmv|^i;C}pF_s*$Rvs?RR*+U20GU$pnLeWhRD&bg>>n1PU8cfD1=M5VeOEheyl zdUsEH#6mO*j zbra>^eEJdr1b1BV77&M8E;xf?I$GI%BmA};?=kO4jGa5?h4|Wex)V{#;cImkDu^NQ zEk2|{$HAMFRtIdkUxudH{S_1EhYr7qA#E}ZW#++Ije!&yHw3=J`}~-i zBeD@fy%38AQ{1PLWz|qwpId_3a!&~{T*uzOv-!q1+$W`Bi@An!M!L3FSJZA;<3hN| z*E}*R$J$8~)&!-Ywl2`|5nfLp_>1k}r$qq(J?tC!Ak8c2k&7j0&i0PkSC3-D12e zT<*N^)<8Y`SMMog2r!q0S9-9w_xS7=3KUM>6e>+)loD*wu& zP!TKq{FZTx+ZxM_xB8#+H=H0MmpIdiC?VV4JbKgqFWHl`sXr={&4!%DZCtA}i)^)2 z6?(DcRcPm22&y-0fS5DJX}_F0mh#VYtjz<-=1aKEp0i9;g!p8&wi#K5)^&wq z&7?_5M>7*SH4-l`DZY^=CaHW(&@FH~%^tf>Q2FS3-tuzlIUmIO0CmgN+Wf1`ZKKeN zw`!rg!5gw{3m&`lEEikeQVJR#i$-f`NQKoq-ghHr&4yX7sHK;*Qda+L{j2;f#BjM# zFQ;TCM>Cr;?qf*Y?+5`Ty3Hyxx@r z#c%>)3~0JXdt<)^?yg&r8Wq$a0c>dAPmkQwwIgnO0f0xSthv`e>cZ!4e#b zFw%l>q#enff&}yY5O9+Np~r6@a7W`O22;m1M#IJxsHy@ke(){76UG<`x(}2A05dxf z3Mh@JJWnC;;yGgfBwKnAnQ+$DT;5Kq52u!#cz#A(F1k@t0S?ZpF9r72yU1#fKY!m6 zVlHMGyDrs5f~L@|2=rJSE|IXIxIQ>BT({Vf>FTIPD4%2s~QF@52cR1-9_vS6XK8mx8p& zbHHpm6J!|=6xLz)zXZ~6*eS*sG1Axf+NT|^ZF#Evt&eHT({%jzZ@rp3Rq2}h2nD4) zJnc!9n~g$un|CdXw1u8{=Ozz+CE7qU`o+yayOHU$)$U$Ndu-Ue5_ZShB~Ab5_&@5$ zKH#Wgmn;2)fLr&bgc+fk|0S`aQu)rV{Q|q)9FRLSiV_JX5!{T3IZ_lcg zTn>-UX!(_V!IJiHy}?_I=f!`^aO=MPQ?t3C2$qZM{(uqXLGlXvZ)#@Uj{5G7Ke_Js zr)imQx#vF;jJrz=?7HFj_oTO0q=)|a7o2}SP{uJBzt%#5R_3g=u%#uFcK3x;bW zMXi@q7N>MbZ!Af?rW&BUJ@Q`$|MzI>I-5aGiXlRA$)2MI+9drJaNcz{KFi84C?9`)G7$Iau8uHG)cw5XXEP)^J3X8_Sl zK|?V1Df9{e4#nm;f_5UZTbu;!qLr1=&BH{kZ(s7-s)!`LmC2~P$4IR&sIMW@TNbl@ z43sOk&i@iZ?C~S%0mYF|1!1D^5J4zpt%e}Fp2gY%sUl?HqyrY~89mD75riv!l8>g7 z?Fu;EE&dwgI3TRZk(9q`6q0`oC-~x|AK#rb9eBD!pz0sv-;en(ehYHW644F4klGxq zxwl!Akeqf-Ay-R0(wV+N+SebM@vJ%YAsStF!Oi3Kud#*7()~+AVHwRVJ6?>;*;8EB zh|dRHRZQNIH@Z%;icdg#;KYct^PA)e$4#%;QyP^HUl$R0)uf2RiW7-0*p6?x=EfaP z{0M+e#0vqX+`&36kZVK6O3{=Rk6j5z&c4c%ptG(x6&*q_ueUW}b!JC0;FF>B-k>d3 zI#;m;>sx=kGk8~`?gFt?oOdnyGofjPEi^GhS!5=+o?h|#saG@253NH8Id$sdMl(+1 z{*5R~eV3N~eZ{&k!g`!HR8V?zu*xfbPT3{wEpG-klnLS)Z;+gQYW8L+I)|Ioz%g-y zS+$WQNS)~@Q|+;D!XE~?Oku3mGLP#jEB1mE+F}#AZPu@+r3!eZMhE`d&oa*DQ#%II z7c0qiVs>Uy|Jz%>--upGGxdj6LS_acZgZV&W{>S!xD@S)WCgYI6h$`jm3}{B0LXD` z9d)Y$At$uYfEUh3Wa_SU7>ljUO@T=#$=&PTOx(@~5B1s^B54KSZrH=*f;vL0HHl=t zGKD$d>F(Sk2aYXI@t6K}x5a}>W-aJRqgLDf1kHO-olF=ERT&*QE57~?r-1}D3~h@aN`Nt#-orwMGF8|Ij=J;lmaQ$X)f0% z-d!@f5Um=&J~cDL_b-uz^3L`*CWU!Hnwr56vhPU`qlgR_hX6Qz?x0-&Hxm;W8J2CleDyjFCK0bd;BurD;7Qph!@MCFNHI1v7>+fW5yr2nN+q*h>PEP4q% z4{*h(fC=(bOtYlhF7U^R>>eW~atJ>d(haQ``dZOrXb)DLnE^NFh2&zeeP98Qxycr4 zuk9AiJP!n;Qh#qjFa074YbbuHYkEJ0p*hI1FP-WDF)cIYE?bMK7MBFoh9AV2oUC11 zNthiu;T2d_eq9N5>Z2%mJ?;!D>3b#g>Znm{QO!A-9>XjYZ&*-*izM>}MzADEOePEz zf@K;@FRb{kbTe&_6?Fk?xl%`?{b)$6UF9sNMB&9|V{6e%ys+#SWUSi`6lH315M-le zpHIL@MX#V5^z}pd8?xKRqgf_y^{DUqTdcg6&I_`^a!wM1G<=C^?x%SgQ9lP}im&5q z0fGJJPCQ;?XPCV&lXq7`-uqFA0f!jhSyol&FHKkaqo7C7m+vhKto1zq$O^KpdZwCY z+B9&5N0IdYQsbw1IYea;s`-x_aH#}bAfXU{{IcoZ`t;*gK45I1 z+e#JRxJBIk;bKAbqbIP&(Ewhn-RDbcB^!;3H{H1%Fa9O*Ok_@^4a|y~4@eU!#;I5n z3E4$pdlSMx8|P~v4!2t!CzKOCX19Egq{rtek8>6g6;kYg{Wxqk5N^k1_N9u_dRG>iqpe<^`d5ZSYSd_ z?3zM_AIE{wIhL@&uieE^C{NQzWF2M3QMGxZ>uTsJsy1^Hq=n+ifTfj{F%3MjHsc(zX!&|V4JL)YvsBb?aCOr0#W zLm$1zs_Q(7%<6D^rmO`~_(S7arepz|Y_Bd*BI61?)^fLjpf) zws%ipqWlWuc#U|y)GNtWOu-*|iMLf{i|uMoO!2nG)65+h%u_M;gPCl@N9Zb~{6Yhd z<2S=_8f1(Bx^>_f?xqjcB~X8h4%|huRH|Y+i|E|O&^uXh%s_(DIslj&488IN$HZq) z+DcMezpU9*9LwibEdN{e|9gVe^*j0Pd^PZLFdQHb?8=E|ptr2R>aPPoM)5b}8`Gjg zsjYgga;4$YJrj1=JsLik`ZE~NT&qH}O}5(9Bh~+v-8njyH(rGZHtagBnn}Ll-0PRt zE<{HOwz8HUyy?pSEn*Y4rg^~nU)c=KYK^SBXMRzmHz{m|A3O@FQ>q4M+D3?`@JmdX zmL%5ot51hkJ)#|bvk8ARwV?#q_gM@w(TO|kN5*kyijWwQ3nC}O&=^p6{VZ!-j3WR7aBc9nBE zC^XbU?m2*RlaT^H_`fQ585k^q+p&f=>az$`aDv&Xtx9Ba^P;bg8fK+qy|aA6ix}-r z@#tT3@hr@$HR1#w)BQw?(BoP8%{&TO*1mA=0aZV|xy5)JTiU_n{U+vDN@ol{WPY`& z%3(RlX=jtPfI68bvlN^BBLe3qO}ASLHm#$G$Vd78pSUM)q$tD9)d6$~hpVR>Lr@wc zBTwkn-uCge2k5ua>*XYYf-4@q1yW(tXZU=H-lTrt5(dci=R=bhUU#?tRM5iksEf{B z?A&It?G|auwJR~L;iHfSq5mP(B7*F|@yOpj^Gl}HdJTPD_3F=W{xX*LgPR5L&vZh+ zN%L505NH0Wd7D*CE)iQ2LZcpJx+?x$jl!}lu)A@NNy5wTs?|5ZEiQT<)5wYHX?v@I zdye2=mT#bs4;NMC0jS|*+YAHhzUGziac&VKK?o9wLGC3svEJId`42rR!|Ad&oTc|3p8hqhNU`nykP|h{^;!kI!Dw%tmzl~ zLNRHyUc*tf8IfBaLq7Gm*0Sb>XjB93t zFa@VIInUF6Lh}R)WYgdnp8h2-x4+G4O@T z_sD_*Yg^+$H%8ug_Qi)KVTe!J+w3^o$+5M$6vXHBL2Ct#$%lq9dTJ6ZDrH9bu=+SK zo40cI>ya$EB0j|BH01?vTxs<@3Pqos4Z;rJ03rc(&_5~RAi9OeTfm9T&?ZrWk8@SQS@@BDikZE zQ4errws#bZO!8&;6z4ue86~&J8h@82Eq+)F@6o^#D)}-!c~i}eC-J*s1P>#w-41aw zt{;6}Ip1sS(c}OL;b@dS0W#T-ADnDDKOy!mICwM4%$EXJx9NfRx&$xL4B}o5?vbm_ z)g4Ld;U1WOwh~=vx#cIhRw0+;<<0OBfg^FnuH}Jcq^BVcZ0FBVPEl~^$Wt>8!E1wA zB8ryTdxOr8g7pKIlahJB4yn<1jyCfN#3f0C@MZRa|7;g+q2fSwWcBNDJI~f?j)*M zroukR)&3m)`9Ul??Gu?yu5!Z(A${NF2ys`lDyBqQ!Ch(Ny&S3uSd^Ojowax| zFv11^av4je9F|L@%yNp=x2+GnnKRS^#XyQ3b=$vjf#SAq$@osyA+WTEj!~NLyXeSa7yJmR=j?OG>>_GolpJv%!pMTH=*0gs7sGG`< z5zMQ%c1wzeBW3r*qzy0CLBTe_%Po>^$<;!r1Wqpat9^N)eZZA^RP}^*&kzW4D}+>i z<9R!PJ)htqUg6^x3M8oI6y<`erbjPkmF_$&d2xcF_NvN%Eo{5+8V_QRD+oKdo}*0B z^COnI@}iM4WhYE)m~o`xPrI(vs0y$Ze+Vs*>dsA%?H;bJDfIrg0NZC9(uQanOq64u zj+nGiPwi$my=OW2n0ie$vUv7#EG&a$y1Ys71Q#^!r_D9UP)mOdN2XB?lQW6l!Y}J|KGdxdI=7O8(z}}W%az1|x`!5T zSE^cQ=Y?q#s4AX2{x!x?CoJGf3VuZx2B4BcO}~!4l7apB9ADI>YyQzj+dPu>CK!XG zdiblqYI8T_8A>>-foW2H_;8)ym)q{l^4 zu$_Vh!tGI^7Lw?-sP22ql5i~$;q`!~9Hm?+-AdT!m&GJd@+d7RB%%U$OcIYk z9u|@2QDb1ydLn?ntjG5+E3}#qoAdcC1)yI?i0>Hca-45skdlKt`eCVI>s##(V*Ps& z+AGbtr=x2W&M}W|(q8=x1Y5%VQorScr(%@ohs^zX`TcmA55lNK?s;r{TkovOc9N~* zy82?$|K4(IRiXH~GoOav3+sr$Gt;9psfNCqwv4^%t{O+q)slSyn4+SoDtF*caY4E} zYM=WLgxn4CK<>BG@Kf&?DiW5k+X_k%cWe&=iS`8a{*UPg>4(SZc~@@upH6P3uiX3% z4u~JCw*^A{RHWKJ9X4d(1da-GD@ZMqZ1+SWxl;R)CZCB4GSOA*>}=N+9C10iX%Ksj zwep67)!=<)2Q*T!UWKhXe?8qnIbZyzTKV=3dODgBrtKUoT^260@Epbagzm+V#b=O) z(kcbiZSG{Jan8lBG^|_=h()0JUY#s0bVc{@%M$JpFM~a+LZza917)ddK2xXa(D0gC zod}%$8M^;0rb*8ho=N$pLR1^WQ6_`(k_qDr+sj!b$~dObbd}Djpb+4&QDB(Th z$6f8G?pS+x?oX>Zo$o+v{Spd4{OS!zyAwg~OAZ^4K{u>yGh+4pI`Zr2)IO>3GOhC( zmAzNrPSUaA7A;m8>fuW+i8z78SEwrk`BGLDwagJiD#Fj%g~{Btai;~1=@sR(;{X9Q zW>9Vx!#nuGr-eGh_x-Inb<&s=B5cyZRYyybry6PN`YHZ;5}2gS{NZnXlx!!xS{!k? z)CIA3c0NY9C0KvX;+n`~E1pejKZJ#_DT?G*CDdvzb2TjMNU`NRj_XbCrzxd+sS=`C za1gT#l@bX=jjo#ljuA9I{v88uxHU>i2^D?zajDDdjFUK)iPU{Af{LGD!wdWD4%om#i(zh6rOsMYc#d-Tt5=P4xTXf0P4hk zUujA9do(1&Er9ji3UPP_G+TTi(wqH!hM2o-)~GVkGoYq6f>+%nsAjtwN%(hIF>Q47Z$Q5%e>T zC*;hb8gE9bF1_4a?-)}#=>v?gmc_?pJKthDyq}SkJ zjek@^o3euLqR>F1WjVA)Ui@o*+B>@t1zwcd)c?cNSqDVbMQdMR=mCdr8M;BbW9aUb zPU#K-0qJt+kdzWZ1u2n`kPbl@5C(<@1*D`KzQcR({r+2L&zyY@}zj2RV}ZmlI@}G4*55z1y*zF4oVyo5f%JqF^&&- zMz55YcmmJgw)Q|N%ow?@BQ29neh4ETT8OrTJH-rkG=QO3rK^EkRIN- zd1{4Do@aNR;Dps30jR8P`PiO7RxnitDXm&=4Uph#b9vg!DhQEHB+c7zuW&qy#^bL0 zS$Tga5d83L(wW5M>)`hpquOOxr>1;(Xmx-wGmE?V{mi6YdM{jwwVG{LyM{@?VJ_8f z!ci`~hqVC3+PZFqrSFY|nyXX{HH}RSgNJlf%7^F;^InGJGOx1R$7%saIRM=8D)CMj zK$J)??#Q`PU&n+_Ic#{_PpPSsOB#euH3;{@wb-iJ+=q6x?1#Sg?|4(G4y|D~ifSqD zul_eb$$Wuwy4TL;cW}kKdfYnEbjJ2;-e~595|vV(-6epicPq4Ilt7#JCjdu(3R#RQ zU}b8jNe1gTAd651%9R`VYqE>asF#=QF5vZ2mZeZgJh)~nq>Ei zVpdC4IKya)5>}XRy<69NR>s_d_s$h7tR1*;#{Y(E>U6%nKl^DFm{KxnO~3Ol)TMsN zWmBE{wx;f^Dwmb%{loh!`F9Z-nd!d=7-=}>U~HxRjH7TR5q+JLS-y0JQCh!IwbNhQ z0D zH+&wxKX~m4MZ*70ZkE*czhO1o)lLwc;rLCeoqHQ#t}8^8cjgGiR9Vii)pPJffeU`f zQ3@s9pv65tAjV!eiyd7HeM=qZX#XY#P1s^qOkj-fk5onFb|~A~Oa)bPVSE<%?S9`< zejzVNU#DWTe<`2#th_t*OueThtjVt>H^nae&#g+xAJAGpUO~FSBd+ zDnXdDW4ef-rX3dT(gg685aCbDs_ZI4T4et2RL`idsObNb59oT;*!1gx3F2-U6DX;P zqAQ^uR?t&riIAidq&t^?1G?|j^wuN+8aX^fCUIKm^NA_nJf)27Rt#FAt(AG>Xt_!Y zxT1VpK~NZtYA`Ij!d8+lhCCK5h$k+(%}UFNc(0sV|AS3W=+7mHxYq&^X7R@o$-F4B zs0@E%KX0tsfKJq#{^{wS3Ka+~>~}{^rBs|U4jfwY`CHJhER|Gm3RMM)CFS~R*0^hS zwJv?`7cN9YfXzXMmXZm~K}8hZOepW)%Bz8Jujqn2u)p^TI{P#>Y~tp$N!~ zEY4;ygAFBw&w3@ZgYb*?U5HBG5|t1SNk80Rt}jjg|a*A0U`^_}v$GGhxb~gKJ9{0#U^) zJ+#Yufbyofmh#(I5JWy<5im$tpcDaxWFa@H7$rq$(52OPkHK)dMbTjy0hgkD5x`^w zcY`@IC&8t+Z!fuSn{fhahu+aRp;9);j z3!$OLy55naDeru`^7j+aJthL|ot;HLKj3M+<=lldjqJbMFS1f)!%Io9=3UwBRB13| z#s|2{6~SjH+7n)91>J-K-QA$bDfX_X6CcpV2o2G$2{C*~wRU)b?6jUzU`e7EqfVtq zJYzUJwLH6B-DPP4eUkFaL?F4&z7}7$YCIpNYSPUd=%-Z9QNyUCyu*vbts^T$bmaWp zr;-3o6#V3G11STT2A!8uYFdX?{@-KtAY+feh7g7<0<>9t{S_V3%)xLHN)Iv0tKR%U zeTsP?WjMMaLe`i7$tOSy8eY|*=X#>CNPbF)UYmi+$^v*K{1o%izW?4YD}^l77V^H1 zWusVKQ_l}mqukLci+GA5Af!waSH*bVG*&kRmYXy^d?BoWbduwXBuZsS8j^MwwAn8n z`B=BczsVA`>>*h4zGv82fq7_gFDS7X?>z@WIy7hwGGVYP^sbcHVgCQ3itE;EuW7~w z6&ux0!QZ4u>0dU#X3BXblDw=`P1`|2Cd}=gl4?Bp3~~2L%w4rv zd7gA5mP>#pO?F1BqbED=q5#~C^q>KO(!7;jx>I+V3NT{`uDKxh2{F=7s-OOBx0y;+ z&}NloM#^f;#w{+k7%$Z0eHHZioYNZzEU6@>{L(om;Ci>68q7m3p`)=&#MfcDs%e7m zI9t_qvw_thmr%|h`n0Hr4%}aBezbI@ z25DOFSq@Sz;GbLT{|wKSMK8Cp9IXT2+Y`e#@6F1>Y0o0Ct^)}xU7A%>d(VlBtXOn~ z#)-N*NA^0^-511>1}#eAv@QjuL*NzG=8NyOjs?IU%=!ZepM)b)h%rMukHkdnGCZ@ok150=aXLju2&#_12 ze~lbSu;#7M(ZP@w8IbT!dSPiy5`eO|m%oQf((x-zc@QO!vOKQzO1p6P=A7;j3225Z(?B zG{Vg87UqsDCtABTMn50H8*x4Ardq4-TiiI*DW=u?S<^7;4SxG-fmKMh=GAa^hT%2=7iOEgUl4VX`Y9Fsp+nye1Hb56OT)5O0=v)4D!9iV2dp?tY7kb)b5l!w8Pkf($AOu2| zX42Jt1QoaeiN8Qg2VE`36yhYv{emN^G@UN3a(_?wc9!ueks$?D42&$hlJ1H*Ty-s; zXEEOUvUI)c9v@>7`_s)f1>|=WWy`5e=1w1L!68*|J;MaRX-?|qEx-p!UO<@t`Fzs1 zDHt8S2LVps%v1-4&1@E`REcfRqj4&3{XpT~uE8 zd84g&`T{s}GH&}@^ee?h;;v_{%z%yes}7JgWXsYMH_GzED82U8Y30qa=l*ElK+2kz zm+&y;K1@N=V1hpWu7l;iBh@1bYEaS+T=OHxu6hWm{wCDSq&kNkMSLPR>}Ev4vpRB} zLe#?t@#l!c>B)ioAlVRhO@bn@>Ty8I3a*LJ-J#3w7~{!oB&CKYGycG>n z_-4=f2rwEXCKFj%fcaAZ`7faeRwLja3V`^02A!^0z>vQ_QDz|H_Z9C)6F|s^th~N0 z#rPuO>Jw!m98zLr{BfGLX=U0YV3VEpxt?e<3FzMU79;(|1QJ=Z;O8dkWiBrJNguej zz}pw-;!3PF`PD7S;!@-zqPVg6i?cGBF&=z*I7CMFr<#RYL>GteZxpNe&>39=$QLBM zvA}&Oz=@Uv?O~-);So2{sPIVC%IS`vINMm@S>;TG@indD_tzE{u;g6JV|VB#&FPr{ zc$JS#SRDj-Ia+$pcukbSzHi~hfNqj&*SvMhxa_)Opm3+gV!vkB0rw@fMpn+p*7q=p zvUCQ;=EB+($_gfLN)2v3Q*9HKmHQx1ykg#TuJ<3A{v81Jqq5-|q&a-;VqN?;={pW# z9g3BOyasmJI~$DI0iR{8ogTB;n8u*x`FapVk7k*oE@IJc&m|b+{2yGX-8%{rzTfVw z$m9-VDwuB!ZyzyhsVoa61tm*~TNL-bL@fv<|4+Qzmnro6|A%7S9L+$wM0=H?@TTWf(ciu+(ZPOTatF*(~c3V zYzza#6+w}WW@|vsV=*WlKo>t%2a+(r)+1vHQ(HL^5EKS2D`kY2c>f>*#CBH>wY-;@#SCRm9_yRVkn`@gsf43ttAEC+TdXzlWKN`vflBfzi=SH7PZP z#)6^D-$xD;s6wG$%Z*{*Wv7XvzC`Ic#bV8KZLCE#?r-C)M-FX44e4Fo&tib{DtGvt zf8zn_FZW-;>>+_)Yad~?Wk&CB5c9VLWsrAGU|scD0Z8Ln>xn-U`BHg%36z=<-)U5w zt3BiLuSE_p4os2AjeKO4Ut_PN;K`<=D$P`3VweQrcfC`L2122USRE2U1-Zx8N%0cYcu=X`u z4TpG|>D1s31)7uZDm&?!C1ym8&GFOswzUB}?Esx9F?0AeR3#ezD{ z$xe0tUQ#L zxjuM&2DiO&!8DJkoivMo`a`y6a{H&S1mNprwxi?b{~(_n%6d10+bSRTH-_BFqVcX- zyGqt1mixz%qgTW;GQ``D4CLakYn{3lCDndG@XsS1Og_de{1@l?{Qo$a)bam@fsj7p z8NuYki5w#`_f6DgvL*`L`dPrjB@80`RwkZDn!RmK^CFuM+c7+v5)@^qDN7AFsM-+A zRCfu~o3Z_!8EEz(g|YvOM6?xhB{^#IYE^tF2__QXU*|klg5HuOFhU%X+KfHl1#?~b zeVHhW7`Q;Wmfl%ZH$EkK>)JlCVY_CDhp9eDDh3uI~joe1Hh-Lbl%NeFP&L3RnOOSoC`grMO4ZXjOY&)29 z>6syAY4czITuu(6PH(vGhZ>1(1Sv}o#r{9FFGg&OpRrhaOx|yD=sUJq!Th33X=agWF2!Y22UiCU8tq~z>{l5PT4C4nL8D8mQp#nT9o2BtQrfT}mTMat0 zr#iD?IdW}%aYev-97-*8&Y8dylxrB?C`*0v)O*r!-;MC**PC~bt>LErOu9OI)k_Js z%L&S&QQGz{qCLwikp+WQ6@-$3o^e&H`)A*AsI&;xc9E@s6SP^A!t==eW1;P5otAC{ zltW&6hts$O(R*L(PA>2UOtnBQwB3cLRmxU_j zBYOwpJw_TEO)08bWFoRFeX3={Oi3fTp^6ZUls@|qWW@FC@L<=tZHQRJ)vxbr-Yx!k zZ=GxhfrNb%e@Rz&NKYB26tqL(7^N*Iz@1uA3 z;pN??;h2Q)xOSIX=hiB4%Lw5X1M~07_KQZVR(&iWCo&B~#H#swk3TRC9Al_~Dao4; zEbvQ~2mW@B)*UXBCH7Y;-AaC~ap1+7fApk&OD+e?P7@V2QPZuwfd?11KI>$3(N`?X zWH3Y&I&p}pBuLbbesu48!Z806>g}%-NSkbh?DW&X=pumB96Tj+GQ~PWqi8<(G>Upr z&He~TDpvh#5CQ}GEN1??$1Qb1&u{TmUOp^wizB7BZ&>5-+OjHK^bOt&c4QVBZoNsW zohJPw6S$HUWms`;P(ETHf`zA_-lPHNOr?V|W^nG}eNf9GjS``Vlj20Q1-{~*b70AvkK8Tkb|k{$@eb}eEuvJsYrqH( zsSDk7!WMl~EG8@Hhq#_@5m;n4up3nUQ?bc0GU90u*aBDqj^1V>fWqOQPavF2&;v-2 zuC#Aa8#y6mqL)}N4{8M*k(z31HlJ8N0-<1@03kmpdg6`mH5g_d&uTmIMqu%?wv8q; z7Wpru**6I7OT7sBJCl%GIPA6g{2@x4{$C{hKi)W=ukgqyfs?)6HSCvj50xiqH^k_- z5H4e~6x;2~cy`WscqB4EYZ{V=aNOCbaj3A1Q_m8?3Mt4kptLmb;{_d2s2NHN<@=in zWUfIg$_E1I&5-&CcfN?pm}Kea-F{v7 zd;5+2_MF{Hvi}PBtV-^m^t-($fB(9HeAY2I4^>oqgr5x^+y zvYit`p5r`92Ss@*Qot$*7;!*F0}xnD7>k4@?uog^R5sV%xmgU_?F_=h&_{Y9ZF^y#+)DzD0-n>kpPVt>+VV99)1#XyZ0{rwbkeW`T z)9=-NP+99L?INC5gwazkV)smZxn3D~cW2IzN%^lm))H7%fX~AfZxdsB=8bQgk~@ZA zZ4q_6t6L^lP|LY(dRZ?K<`?10LeE7$oqtmC9gVhfDp4?I0&V79=(_H`Li(ysgNsqRs0Q&CYb4Upvv*Ot#p#5Z)J$ z$LV~dHCm+%4s@G0XA}N_tyh@xWCZ@h0a5_?$_vSiU+$IOb~U2TOQ*u*it)5e2qpCs zzwcBj@F^r4KE(Aq?1lKt3JxPq*oQQ+wcFe&lx?1#Th!~DdSZp0@0GI`2@J=5h9EB( z^fh*FpqTdzsjrgJf&5nN(DYOH2QG_0`7`59Y>o?^^U}#Mxdv@GdpliK-!&vQ89l^R zac)nJWhtH=jD9km(16naJMo@xTiaE!)k95u$aY2jsQAH&$(Hu&1#1UB|E&jpwF12k zZT_T&W`vhyqMWr%AkqcL>4e_H2frU5Q#- z9e{jj9czoaW~Ik-J%vYNllV=;X)iPaw$=%};(>}p&n89hCND~+8_>A@_gKNYDT81X zC)6c!1kXVBMpS&W-QvR}N@{*++YvuOd%Ph086b0SC<i&3fbJabfa~=tz^EB92Aj$TM$2i+8&4aJa*yWD%p8Fssekl96)oVO|54VK?t##|O z*v8>)kC|)vcToK@MNNWmp{!2tMlA}IKY}o3Lh7RDhaW||KVtllE`*|BsXv`|py3wN z5mHsz`11@!6{8ba^0oEQ!!C7vjBp=y(e_NWEm}&z6Kycn#0iq z!9?vt{ZQrn>kp$r$Ct z)XhS5(a}3HOapR_3&utZa#%@aRP?O~u=j%YiQ}Nf7$j_{hITH&x_Rg>-r}Uwo;NY9 z_~PAY$Ec=+A|c*7ICre_%!7*_I4!IoO!tJ1meIIZ1+R4_<5W{5J#dEL>~spugLEPw zW|bevn4y&RIY=6v%jvhF6d)N2M8`lh>ZHOQD0We!nNIh9ECu=Lh4+k2(yrK^N@7P6 zwhBSzP|8$z7LxVF)AB+_N$qPryXW&%O|}*>HnQsOnv&7Ye_SDPx9s(Ndn?_QqyR@c zm6)byyyRU3BM5l!{bZ?+7NaDgd4tXMWNC2f|Agnj=>LYOpQRCBhEjT+RCa~Ln`G4; z25lReMDl6po1hKrb#p}5nuL3HM8LGW33N~5&+rp=ksg74l~D>POvS)mzBxVWK%bhk z;NpNo44h@h4{Bi>Sw$}TlDC{R=x~u0av=iwHb@knBL{sNbxa+D?xIlannv`*j~yic zxB(oW*h_6HM3cNTvOBb_p=#?dO^@!ZVn>hMs19*%w~f+h)G$r%ca05P(} zwm?YVCYf^KW%q#c)v%?=?6)5w?#?X=Tl7EVj%E14@ZV_)iycSfK&kfCjyGStMd~g1 z;D?;TC<#09M~3*e#Z~yI6{TBVVzHgY$Cr0`-@l@d;SZiJn&OL3pAsJ|vB0$kf6XbZ z5BXW(2&IZ0ni0YoQ^(R^U^N|i`=P159m*GUdcrmg8^0xZ&m|C@4Sj#weduz|zSZt7 zibJH=F3dkg?XER91VO6$am>H;!+v`mGd_y+#}9N(_8a-iV@?h0cF{CNr^?L)T6U%S z@WtS`8qm*_alq%*pY@#Ot~}KLCKP3?zXa6`TRH z#61&gR59nVq4SRcY-O*2e(0G z+Vo4m%RFsvP@d_~y#-KB`i%sBONLnHx40JNqawN?v(@*m$;1flw27lWKFRL(?z|0? z2c7c9Q@sICJw?K==zi;it_bh5Yt5rmLAC^JB<^3o^`Z^Oj^xFtJpOrenS?S?b9mkVq)8Y;#U953PfjMB_?%hEc%cZ7M49nqz+TUDMqX zdBVH(XjX5`FEb0xm{)BAsw?Hq1iQ7Z`8_pBquRYp67_wPavOE9i4zrv0IGyDgw}hrOeWaqUqHZGL!O7T!vFO*INo5+>kA1(DLC zvusxa!xtT&pO~LFK9wO0;NkkY*{|? z$gDBpljWS~V$L{BtcpU0HQqtx1>g2E#qNm$3FMu}Jxs^qLVCzoB*;kMB_aN|3M8>S zVtN2km%?XFYSfjqpqsZae!JJvcw7Z_L>;Jlc zqi5x$8Y&aNmvj<7yM-V`ood(U!6`it;(Tn zW*Le_{Cw{GGT8mGI?<1^)SnYuM;?!k>EpOLg$JJ8Q!<(d(qNEX*=0t6)4BJ$LHLO! z*Au_Yx78E5InVmdF!&V%E)fy6o9T|xWmWd-TryUpRF5KK9WdBR`%D=V8esnDk%iLD zI6bn2^PtyLx^}cgia;)g=xNTUK6geOQSE6T&zo5irM5niqHB^cs=NykrSbx``@?FF zZgCN_`l>Ri4enpWF6L3i*tdhvXSvgxS;)=MEeB~ou=F&8I`r`HG~oiNw~92#QBs^kK-G3d~bexu6Bl_~vR#5N^ z5oU(IJb*Zh?eK83NL_!@^)!t|sQD#ow&lsDbhvHzt8Pw$UT=PG3H%Qqo>7}w(KmkCHC|7RE`m1w~E|A&!c z#3~O?l^cMqB`$%FQ1Pya4&qOC3JLZ9yrtq7SJB_J)Q1Vx<~tBRKc9=h+1kf4k;~_? zXz?nd{~a*lV8Hz;&izqR;=r!{a8e8C^bXEAYd()YE(dhij>pVA>)UKZy%(2DXF-(Y zwm5xHBRap{(g7Iz7l8$%WUT@WcxNkK&4s&ve*9z^Qp> zsETY`x_GDmjiuj)O`@h>2<&}T3zfMp`wBD-%zI^?y$pP&L1Om@6<*L}-#BHJPfD_U zhSCfvNG6|hmZAbe#M2g083UlVTUawA?t8}}(8V5y8Wyg40mmX^4&1W{VG2*Xwf;$2 zMQFEf&F80@xfGG+aTgOAHwGLYOGuP=4T(f_zlv4=l2{Hj4g6_-D3s7<18hrofSmwQ zp(E&h8Nb>N11&pY{^4uLM?#5NajXz@CzCzlMYL-<`}D6K<&;^E_gHHuYP#I}W@JrQ zNZTC_hy=#_HAATEJkkgv6~Vk7KM|mJHMUVg zV4hhnEuDE{R@EL&J8b?%4+SWupq{ipf3m#-G^FS6(ypC1B2Ml{Hy2jFEYP-=5NQk! zOow{lob;BFMO&_`e3fO-d*ae>W3mm1*WIz1-}B}a#Czc~x;zs^{_;IuC+u()^Xag! zmAsybvw{aHe16o+3O*6}5+*K7`Lm8bzQm*OxnSlI7BU|oWLMJRx!L+s*vfGPPd5It zgqVVlG10wP&i+^c=r=nO9RC7jp&#bqk=RODMidoDo-{LXC#WIrJ5QmwVq24WSEdn| zP+7HA^7%YebegP%%rpCaHo!En&Y=X{3xnPr1@P1 zvgA0B6U_!H9qGZ*+LU@x|67qs9EdrZH)(^$d2`K0@w9o;`38N}qW;#<#JkPdUCmj{_doB^8nx-pQ51f5Cd{M`jmBvhtS1q0@}b#(W%t%$tuAj4HL%pP>a*^fAAc_9sKjHTTrSHdYcWn~!+if#Xp zscO&xaapC*;=m*3fU27tfXFv8FhPV7G7d1_)JQPK7{%Ts^SMv8Di2k{(GHkd*OPPh znymAb{^4RQsr?u*Az}ILf53dINtbp0tM4G_F$IR}PPAv^vwL%wqSP>n_gmUY^&>~E zfEqyTXLFxS(ca8+Qmo2`R${GzJV&dGiiCRbhV6M~<*d!?j`Jr*qfh{$T{l?AcOqPy-|E-Dw>D?F3!M7=K&OgT+S?6FD%NH}j;pa}T z3HZvri2cuqmIsI{kBjNOR!8TnCm+;T9h)~@_JRPzsO538e@ z7UOPSW%sxeklUT$jEhSJvK?6uHI!ZmFV=@+ZrW%1M#OP&tv4^Hv!M8ftL$AF) zM@H`SMB2yhNd%ikd|PlWElHAj_RqksE5#!o{{6T|{vWXVeWbI<$8)bt?ot2OlTyTm z6ND`&itR877o$#iYbX*fAE{Q<_b3F&wUQ}GvL@X->4ndVWE6iNFQQ2bw)hJBwW9R> zRqdqXfrusI15=@gp=HIW?{scwtxY_t8-gn0)-%jFNV13E%1_=uytgCe!}5*2rRDKyj5RNaW1ZeCmj~A zSH^H9sqlI;KAOFlOA-nic27Bu4E8wn{jIkBES~vcztPl(s zMYz(=m}yj~i;5s8pBt`g1UDI3%Q`>br3b_2pRmQv%(NUK&1$sGc%<;%Cx)&6!Vc(l znM>thi98amUZG#V!WnTeUDbCdTb(Y#)1Ke>b8Iz!86uzGMBTX&T)FWG#GIWsD?p+* zNC{Ow)%d(C>MJ1|g=bJAOG&yK?JuW1plb074sLE1m)euJ2D3DyZfvte`;rE=6sO|1 zR6rW_1%nO=e^xSpqy3hSEcWY9I|~4k+Q%<eac&8Ih< z(Qj;t1>K3Fhrw={bgCUT&w&y`5TC-N<0Fh8OR*2haKI2(TDc z$FTVBMec=q2iPYT-h9~t8q1jCZnd?d=`NTh?6%72^4+k-l3TrJg1s1Fwf4OF`$Gt$ z=qLSIh+tWc`xjVxZ_Ksw=}>^SoTn;@h!#C~YND0)&wQO7DVW3M{E) zh*?9c8uQ%_f_eD~gH?hD&_c6*BLK1mykxad5TO)wwwV+5Nyw;Wvvwm?BJQK4$R8&2*X5jA=-Bv^@%Ah8= zyjSd5lZ2Jh$M1wE9o>Oh#hfOU9@t6vBIraJbm6+DH-+M=HwR8Om96&HO=V$**Cl07h8r$bVs$}jEe~h;QY|~gkr^{U7(+)DTb+D?(^r$$g1_Its#QMQQIqG zvj%rhN`Hn4+nSqRiSLINHxMDdEUHbq@W;p>jz0 zof*{qdY;@%UGJO1QyjDx)e|q$^+^w)5JCHc*$z2h=|9*@FsRc&^T&x7KBynx637qv zh^YBI3n(ZK8Sj|onFc&a)*0nMLp-;H_c?!!8orYD+f|s+7py{(brR}>+R=d%FG;pyP)k;Z(b3d1{ZZDpAFP|JCz7;l*K^&a=*Pux%dVqoQ}x@2e6s>LwBg-p|AytB!8Ab|BMC@ox2mxAP?W=jvQEVeS@nV z(|8La`%O?dtPCZ?AD*dv3Z=p(C!Y2cYWmk^Tybv|6CYam;s=tufBlN0^B3#$34w2`1$FL`B6iCqMa}`T0rgd`X|vTUQip`eb?#PDMg&#SOB(t zYMKaX!?z^@{TQvlDV4&>9dj@RnQ1N79O3m2_B)tj1rJVGg6YpQY^gTrqQl7PXa9=; zpK%#amR^A&$vAKR34H-hlVwgUSr(YJq`H10=MlEl;@jLtx(193P41X)bF0Yv8*To# zgo@HaRF@dVcQ&zF#@(;wl8o!tBZRKDyX+PsD4TT79$WNdb8$bLj^Bj(Zj3H~<=%kM z;86XIJfMP5e}%R^fRjO{ek}o zv=&SF?G*$N}%)Y0-P`$}p6-U(QUBjJamuFzA8(JJW$A$ISL}on;MS`D%3!lo-Y~H_-v#H$-k_h?BGHM`wE z48wS0a!zjZ_5NJD&$-eZzMpOKxDIZs=RiAN4O7tyghxMZF5;)n;*W{$W>|l$HhRZu zcK(tfnwHEdA*Jd`{7zNWf8kJSZ-61J3{y~1#W1y(j0e_9JT<5SB-oS4xf`h?l~{n` z#V_bNW??Wnu7n%pqB{dQ^XItb>+)YRPtM)op02v<<3#=Te6u)8%5ts}8AQ!H96qG$ zB?G11xa%fd6>hQ2TsCU{Q+?}??cUP=fB={fSU-Ol5Cn5e)83D*0_aI0aKJ)YhME!!3BTsHI0dkgt0pZ{|OIWlkw`Zu(q~NzFck^m7Hd0H-M3Q@!u%fgoj2Xy; z23tr%RBTi2V}>%feWw90r#?MEZ#k-0Acl8M%cNASnOp8$XQ=z$J}F|aNj!;^N7)M9 z+@&_iw>>B$OZtm>0cgc28OZM*$S)bs#|NEz!NP0!p2X}-$(WnO;E`l z>pTvz!msp$2J*d75d9VIv+XBLh7ofXq>58bFv++N%**3a7^IoH6Q%|Fdfy5c|9P?7 z4NB{isj)?Q%m<*-uC!%dmY1kkbaJo;zUB8cVGOfRh@(_BS&n}l5nA)duG?&<$QYpY zj9h$0Nr=R0QEn-_6ZAF%)^Ktb0YZRK zJ0SkEl{OIUt0R~khWJymP}`y6wj6LAcCSl(z7k`Bi5ze;vd^6gLi7yphY4c?DTN5M z>_>9@pC&{~Vcq)GEjrzVaNybD^t_^{b8n&Qvc?v8(zqX%`JsT?V5Z@~VX{au%2ca8 zbM#wg*5v_>Iu#+$Jx1NpgXq2 zt@Yv41sZ>W5#`+X2ypl7NJY_u~*4Q1aNT?Kf`i zt^^+MJfll~e}O;QB7WE{zWFeTzsQ)-1cMmaetu@-1#l<;m%oqB>|%kN7H_MxjA1ky zF5EBh3HoFn7}V6@CB=aS5qm6t*1!xW5-Pv;*Lm?yKRwYWS$Oz8z@~$_1UnbN?vs~N zc@9{Jx(`>hrgGNl)P5WQcEc4a+wa_ink}3hu$}^6s?UDOlp}p|J0xdN@aEO5HwF8T z&0Aa=e01RaTFQlMIeb!f?*f2F@qk&?ru06hXx_5m7kb<~f5Mv-XqFYo){YT^;{0nzt?B7s5Gg$f%S3+*>Z(oJc1T1Zife(~lFGV+BrzeOpMxh5{@XjaDPb z6etoS`A>cyMCB#bZ#$ra@-3FgwgrDh@`HGU23g_Pzam4x{o~EYsWzHy4(q$C8CkW& z$%HbO)!^k9237$apt}0mR&7WOZ=7ZTWQPirGW$`1%WGfK>nfRV`ARoUPW)$u2CfCw zv3^>eJ46jS1knKTdq5(g-YG_QZ^y~{ykQ#*kd~M6)B&E*k#D)NYH+EIwmJhqA!D_a zcxoYFD8?Xuu;aC42(EdoXryR3lyiP7x{Qe?Vgk5n|F!`tC^P^~@MQTH3r^=CP%T~z za``0>w5LR?CM#b)*TR*bgNVT7@;|Y_RB3wTaf+&JH6T54Ko|Xh++S6Ql`{6GsOV%s z#bf1Jyx1k>n$5=dCBdKOl)?eLujNo*`4+WoC)^AJt1aCWE6tK==qrO;x132vrQEyJX0Yw#^F$-;$e7aB|FfCJ~s zt*NW_NK#(hTG@YXH<(necjqus~m&~ndo8e%ogKf z;=NtoCypy&0mH2}iTRPsuayzxqY{3JhAtZBu1O`g7_EvQn%;RZxg;wUwJLq^$8aEp zaOAfXo0pHQdWN{4@Yb~ox|nF+jA%yPekaWG=uh8i{bKXmTTuNaTXJVn`~6wb&A+h{ zNwbr^h4rro8zG&Ko8HA{8~{xvU%OskQkHX3OTRVG%sLCtP+sSFOxI7oSGRzBBec5% z)k2IEUSv~|y&aD_x)+O*1sF-%2eN|z-x$5Kzunq*ip!#}el8*2>GV{Qr zdK((48^O=zFFX53mrhZ4Ap4oW=kS4uJEy{2c2c5k$)OcIa!xU(!}Of5urQiPOpjN?2h8Wm;{>lZF^$BQud0 zHHd`#ge&K$aX^97q(@uMv$~@_Q1j_0Cp=X1hni($LHdzR)iKgIv=4g^2T#-TId0C3 zB)e*yW{$II{aFs#%Un!+TR)ePfTR*9oE*P_C(vRTab7@5wMJf06=UG20p!1lKMsaL z3@c)96@4rj1RPo+)G#Ct%wb4~VFIT>(afA*7?4;YL1^L0Yfja8aQbEK zVT+%goR1gdj!~U|^XMt6u>=%cZ{F0pnpRN%Yc#1ow7>cgX%~Gl`CLPM^J>kV z*`;3aJ&Hd~$r?bz8ddkRwbMnIGH?5QHhgF5b+^AvV3J{o0SEw?ri=)Z4SSV;rBSO? zexxR^#_CKnk6!r@r}P00+uZ00fxM_}&@Kn@ESt%f4X?(Am`E|F^ z!k+HTiXV|+aY~oaS0dA=tj|86$)@|7Isj8!dnU&|hpFc{w+T_@{ciiAv`s?$%Gy#@2sPLILZgSsB_EQX+ybOS|Hwnh)O5<+I0Y=o#MPA6j1&H@DUNuA z;&G~%*+e5VruJHXR&oL+stG*e9qr)ZQd{myo_ZEGEvGlkE96Bn%4zi$Q5!Xsrg=ul zw8rpu6T(k&)EVq;Za0**afKBOK17ZIaQfa~X_-RI`>NHohxRS$@73<82TguKE++|M zw2!jIIzGe=rMk#dZgBZr+7b9zecs{1zEr0zF;Xa+*^!4@CmuJtI_s&<8WH+tw-mmM zQ%*rC$(_75aB+3McRLT2PN4Q-)gpjXTRK&2|4JkQhJS1kGr?=MEtK>Xn3T`Gidtwy zlVt=93V-h0aoq33g1|$sfdjXDj(RzPWCRi!==Z%Y9u5GsDlm830Lz1HCh|TN`*Y0A#FTLrZ+PU$HM^qGSYd54t$sQW&)jCY!mL$uLh0u!Lf~~8H+KQ@* z5HMmN`gt&JRpeJSJ0#9eayL*hFHjSbe**S=^z2^`-LdpNk$Tn|B&lP<7^l*7>V`a8 zQsZ|ccnLtNop=K=y$<|Lz_rV#`w%DVkI8w6<6d-T6vg!BcZIW@V?Us_#JLY6{vT0i z9Tvs=y?+T|g$0&wSsJBl=~(IR?rx+}q+==RloG0S>mWt=nJ_a_8U%THU7l*Zn{?Ajk&twW)K{jE1# zn2#2QN$bWO0C0eSHmWkm!3=|7Cgpp9!Z+T1Uxh}WWNN;6pq3}egOy@v;@m2Lk$yU@~8K${#IgsWKE;YXc_E?X$Kr;0Y`a_|(2i0aUNWiZr*$FL!+*j9VIp4CEa|5iAn@^N_HKU>Jb7g%VxW8z37Yj%dj zNse2v;rBPaMt|m%qqPW#;%qRPQ?y;=bXZ|4Y-YcblXojh`Z;noR8^Ed8r`%*-jE;> zo}G}sFOWNk%rf+b1GegwO;_)8I0{JC?}uPH{@jr5zLWmBHlW>@z8zHL3}j9VJ`ef; zPX$eNKr7~W=d`wsuTT-qYE%Jh;a%6eR&IzK`XVsT>G+AS|AvN$>$%()h=m#G`riuQ zoj8Bvz5^xD%X5^?t<&iBKyJ{Fzs_IJ4@_X4<5^ZgSi{Om?0uV2DiUr~yG!L|Y#rId z+u4ELakb&+Xn)5BB_%k3@vYlYh3q%9QS>arFc}MSnB4f6pAY};mZ0bPKW@;aAad$a zt})i+;&S8N39GNF9iR*P(o7oYhXV&n&Q?u-(E`3w2DbG-&ow+>V{n;QpN~-y=63-z zl)2qIk!E{+qt?k)0A~81ZYH~y#l;fy`tX}f_9rS`vjIpmvyZRyL|f(xqtNN!bcpyf zy2zT`exs^;j0rA^Nn8^JcFi_Z45@pUXv52)%m}jDnm>EdbXyWn?r4HbppD2r5_aG~_c(Khina$}GbNY(t+J{^a)bH>4ykSQVvi6~C@1u7D7AojwjL_YI{g+o}W2=}Tn?|~` z;LBf0Fe=JxIs{g)w5-`}49)z{)X1J+2hxWDKm%O2UJ^_D!p(Kg zNI}MNzjPorVMugTJu95!h%%tbDA~s;#(CDcrR3@UjC7ildsVHk57Kj_b;!F`X9&?<>Qb8q~o3RIh^sLlWtom9#vC}5!V z+464`86ba}OHc_2Rp~cBVMq&fcAX^TMv5x@!pLqv1zKRTnO{tFx8>;rYXO;7iQg)R zB_IWZsA-BFLms!IH}EwlcpdY&o1~A~SkviIUpGfoMHPrOit_v^8BBgw(z~+GB*P@4 z!%y*i0L#FtkF>iZt%Zj5Qp_SyjO7uh8mUhQlJ}^^no=7h^#|(KnEh@hyxFhmUghsg zieuATNo^?1+i6%kTUk2;CL$edSnplH?{SitToPm~8saP(XdBlXIjtun`bX;ru-gu> z6#zJ!r_`<2ym(5l2T?~po!lHpN~i~An1|M_$Nck@S01UNnRHTfG}u_fF5qDm4WI!S zD`v>${g6r;&4FI@OcIl-d7QPLTw<4B8WF()89@%61VGt}`~HL|jxkw}_q(s{@Rsp! z;WtE8F{d_YE$^9Bax#nF-@?D#r##-fajhzOCV%*N%DSw)93rmr5rRdjLYMi{UotF} zP5%=rZK(&@R!SV&R%1GwsAT!ObEbS3c#)%a!7~C`7Rb2XaGes5gF=>tGOo8;ru=Sa zoiC4v6h|JC6}yk-Z_xoiO40b5(E4uD5=Y9ww+*^HYrfV8%nV;`FRl>>f2DJI0=>*07Jphv{xPsfBo3x?i@*AXwPLukHa#ZB z!1~?Fs4#_i*=7}dQcdjaBX~OYwP3;2a6E9=)F}wKT~H@dX=izPD;I5nvCvnZoUkGe z{tPFesk{5XCEd#J>PQOF?NKMf10*BjH^p7?#-wc>$=omwl?eD7K9|519 zZ}sqO7#e1}*@3y<o-A29E712)}!_u#xstgN@C+RAv^Tn0>n>XR-TX`Ge>i_Zuqxp-fed_PF zhMsNWuhxmEh=Bj)hxzrF*+zOQ^ZMs~r=*Sf<~AnzgD|o{HcI=g@siN6ua6%wAVb=) zgmy=u$JwSzr1fXAVVjlAfgaTyRt#QTUXeCz zs!ZbPXwNpho6oOLPEL>H4{kb*gC<7IAY$swK-5Lr^el8PITpuwx z&n-E2aE`h=IdcKt`qkL0ZiAw{h1#Y4b%6$V-u8dO;z30T`G5KSPhhdYcmjs^s`2f>V@Qs;j6^HOf%lyLE#X?)Cbz?JGR!KV~LborqYxO(yiWKuA4zj$5If9C{ZDkM_LOo^*>wpx}uGysV8DA8&2T`ruMVdKUh_s5*FR?h#;3MeVv>>za?VbkeyrP7Lc;+7E;%67v1X68lEyt?2a z5`^EMBB~2GvjBh!h}xun^NahA$k7z|12#o93_w`8;xfw5PXWXK*6W)CijmL&uJo2w zi}r@EP?rSuj}6jdLJM!S0ZjHzf)cQk>oI7zLLW^=1#{${K-evlPvRip>-xD}c-U^@ zc7$DjEP+)VlWnijy^uc?<^)#^~zC2GoLT#>oeOebKPrz&9{r_e0eW#B;N|L*!i?#vO9t-?Z5>WA-~bHohEpEXD^t~T zo)Ml6w9-ZXi#0QOtWHj}CVwk+<*6wL=!oRg-&L}t$D!tL2LT`~jazrdjf<|>kc*)(sg^DIWg!6V+s(mk3ZQ(=Fj*VSwYfmRXL=+}G#fUzf=2YgUTB zP9QTqpDlJ%6M@OLO~#k)oxcMQu1imA_>IXLRUg$Oz=8{rvCLmfN3wlixY0fd!jbUC z!<7sHFu@RUWG#rod9oO;@!wD5n1MqaCIr=Rf}6YmhpSdI_8x#lt;qv;KsCMfn3$J- zmI5e~k*__05GSQDdZd17v#2%N1Wuln1-^0N04iHaDTO2d8$RG7&&vD1Vfbq;qEtY+ z{Pz&cFZ)KVyJHD>mM+L;L#BAHIMSewu*?mIvI~)d&Lb&BJpAZiC(Wo>-fyxzHW2S8 z(gDeI5Ne1YPjl+U-WcCfST;%2oZ=kc2fd{i$eccwzh_1EzsNk*jzZ$o`tZOB}?WSzyCPS_1%{&xP&5! zC{U19CRs7#MT68XHadZHrLuzvhqKyl9D|L6PU;XYv6a&}DTZ~_WK~!^HS6JekAh}; zOU(`Pp3*3+iwi21s_PQCZ_nL=;Y|_t!BX!>L*GEImoh}k{@3PEI(M$M@_49NjqtXO z9;YQVy?3&6-;j8tK>=&tLl|fJTP@Ji&FiQ?X^0s)Z95a?F?)eBssJ$ZckaIYoJLTJFtUf+q&bnr>-(JSm3R(Q7C>h zlKkuW`=3njjeFzFAgIUk1%H#wABk<^cZgssOA_qLB#Q9=@?lF)TQ(M;U%n(i{IM;k z8T{%_7HuMw5r5-#CiQ=dLQRG6Sr_m+ryG?lu1l|BdR)k@OnFA73XbB8*{Q-k>eSfV zCBW0{6vZ5veOHe+c54Ej5d+L$NV_LV~ z9qU|xFtGNmqov0@1Or|$UvSrUu+QW(A2b5MpyU*(ojXv`I%2xH3aTNL9xb`Q`VJ%K zPMOlvhZ?e(-<4Yg=__U{fmPe5B@0I$&f9~e#se4r65UCdHP_!-!l>LcE)E1wR6;HS zyKs<^n%QcW_N^IK1vx=zqKLI7RtUz|0KD=)W61f8fpP&#U;aH1L)~vn3 zbgm9;LJQZi;?K}F^crZGIUIj;pzee{#|ZFgh3T>HM^0>Ot}?$afAgaC?TcvUSY5UC zdzZZ1qlN;!-$B105Cx^}dp1???y*r;hUkQv+ajA-D!Y|-0?aVKUj~_A`jOD7-4{Gr zGx$Mreq#IY)3^`E^9uv>Utcq*j}ls2?IRtou|Eo5_Dbsgiy}h=kmUYA&EISzd0Hxj zMFht1WCa+NZ@aXd;=(JF6>hAMeVs}D&l z-#Ld@zT^GjuYvLp1=T@lKdkZ{C$RM7AJ`%}um_e2WFtjKBP44nJIt%nFutBGq=*W@ zzG_d&{{xev9`l{|Xj4+4=a&IC_p)HElAVmz6(jAnIOVEe)h&D)V#XE;dOVf7b#uQT zebMN^r##Jfi=0kxS5%Wn`?!g_OZsdQn6>*P{ye1e8TD zrDMDnHyC`Q@6?GYWL#%VR6R2Ex6A+=Dxbv-sBg4J1(u35FpLWf_ZbyB0D3Vwjdhl7 z1?Mr1F9&%~Lvy4PtwBl9DTZNqI|}9LOa9P>T350X%6jw)P5R-3Jw(Y~@M$=X;LM(R zP>VZ@3r6$~+fLtK5`5+Z6}(9|WFTRNr2ZV)cD0H)<@{?`vW5I}=qv;sP;%(Oz{xmd zPpgR(Cev`jtkE#OzHAOU_p#{%)}L}TzdjFSrc5k-0ekO$-QN1AWIpC884FYUvB@8! z*OM*-s9+*OlS`Jv8iAb_OB9TlXbykkiyzruMh(IF+X)JxUDEN+91=;X1EvWtRpdAX zYK#W>;`W0B1oX06Jfp+V`C&QQ4s314@I?i6t8Rs~!Q@fm>0EUFmh8vjg-b1F>gYwL zU;NZ<#?-S4a;pUuyIJx6M$$O9MEz=)EbYTdqnq;Ib~sJ}AIaeimn=!#?@8f>PJY)1 zSiYYjC97`cKHk7z-g=~;(apHOWRkr~t(jlUZkt3g>?n??YBo-! z0p}o2(%WNR(7hNTn|zY_aHon($m}{jF7M$A2x{C!k{5X8o<8dA4+2~|XbFdTGyIX7pTyZ=?*T~UZTD~Tu1R!# zFth{t@+ZjOOu!0}Nqn?}(6Z2snr8ZVpp{eXyY?~N`Rx0hb~FGR9d7RWh>cz%t~nRY z{sO;oz!Nx^HsZ%4W{h!xdG9O1M=L7N?VYIStv>&d#ERdg8{o*E0~DtZ+`lATlITXe zGMcv1b_3&oH;PRTN{Z-K9&JTYk(Y^#yG}?kR>}QG7ItXfE~Kk3{tqoYX*(fBjB6RG zGRw=3%br!5oLxNDM7HP+u%orDY0qc0XKf1>%e2ou0s8W0Cz~OkmiC2bQzeNvfZxck zINGwOGMM)U;LG}dH7(z%v^6*w9{bfVl=h!zd00&~t(=+5b^vi>q#+eSqyC|$3Sm;S zu^sejq{11&jZ;;dtv;XWdZLsg(TBy(jM&Xss(hiY@T(n>P_5|tdO$PYz_xds!tl9bTB16=jjcDhrS(%m?Bzy;R(<9kDS3^rXS0pPcA;79vAQaB04$r6NsJ zreJ+g-U2C~I6AA@i$)NdpY;sW!C(_Ng9S8$NUpfeOnL6kpUXuD`0(uw@`ga{^uKuS z)}PBk$HaQr3+@=iVibZw^%wBc9{3ZstVfHL-fb27N z`jy<5+)k|VE=9mi--#j(wC%65@a}zIFN93<+5UJ5)Sq108k3R-KI%mL_W@?*#VjVP zfU_fb9!7quK3)ouv2MeA`atMCr6q0MYKMC@n0`{zkw{G9iP)2iMnEamFi(r+7j~5~& zpulWgu4QSZVrE-D(=Y1EKB+3j7Q8MTIaj$&#TO`gPC;$>2C>oL{kr<9#@WpzWZDQH)qOa@ z1%2)_!lsb1wqD^zak7`6ZG>&VN@xjLafQq&ZifT?EdK-WNm>P^@t=hZC_=$%B8emAV zpkWT3%TFkTyGRov7wel%{$d*DPE@3SiF9!+;hO2!h_YOCd zX`#0LAO1H;Cwto!bruifN+Sw4CJ3C`zlJ!mn! zuQ}d(m%%^8V}8X_|QtLi=as>Z+3XYH41Fjow~G zFr!b&sMoiZb{ui2^0YjQ*x9b9(ozC4PTnN_y)ghq&hJjLfT|heYneS&`59V>CImRV z6d+0eFj515a~V4vv=Dxh5{ieqR%gVTbj}}q|8Ca}h<%0F)&Y)aqPZ02zWqG-1 z6n&x*=*sxKf1Ixm^J}_5s|TTs)z!)L=9zZum}C};4fbzA(=kX3c~o)3s<$Kk*yN^t zj_k1&hL^ksJWyTico2NrS$f{gcwfIrqk`kd#AOs~6E6Td=jGo1(BsVhTj&oI`4c^@ z@b&lKmW69Ly-jyXd~CSUUloU{CE6*{>BT8Mz3>#N^9OQ{WWAg{O!e+E>oUm1dxM>x zHd+DXd5=p8aJe!_p|#NhpwUcoFZxjgbAeF5q+ciwdF?qo0fg>vDt)G)NC_pXR6@!v zrj>=G`I?-q*&1|Sh7Ty!9j|!%8pqVFF+LLr!fqWAF4?pI-#f8`kN1)a=#F_)*IEJH zY8(rG)z0WwGMwmhRFfjGOf_BeQht&0oRXK12hDPvtZ|+}5`TDxf&D>YJ)LMg^T(GJio{G_36WeuIMU*Fb2xe}g>Y zlOPNZe!d@$c_YpzI@aCK8CoI|eWQBF+c)*`AcR%n!?T<+A8C)AzD}V2iDG1!ARpgC z%z_$oA{l?#k>`WXH$qvtPr!`0__6@fliVyUAjD-Jy39)~Mg@3NFC8{G zOY!lb^AP(?{YQS=ZWRFa5r|o~BYMEP<4w!)IQ#-qpRGS2ElK#QTCL;&2?Y{pG?lFF zPtT&n$bQ){!e%e&oB$Y(wP;NSVW!+t&pXzt3OSckS%aMa#k@mhUaU&+BTvT4vY9Tv z=VQ|0q^E`V840({EPyR8IyBfAD*W3c2h)7|D4$A&?v{(3BY_nn=m@D$tcrKeIAISD zB?*EgJzju<)>Q3+IZq}z-tUvvn&QR9$WIcTl~baJ6?zwu#E&Hy?)%Mc$gjF-r`FC? zC`c`xw6PYnO2u7GH4U9P-<093j_FABubaCJj4~#>l@lfGCCTAL-j!CZV^3cpaTUma z)44)o8TUTpemHg3toC;doebnld9LD^#u-O{fc|RIi~hUCX*(&}z(rOaK_54M=HNE* z%NUDdWO!&iy$+F23_co<1dIBB`TQ7lME2w`{55m5;{KN_HNDQ_XfIC+!O;C7qDwc6 zzhjF;Fr$_AY5*Z%UHPf5-3413KP1P%s9C1fMZ+4qD7JX6Xtsr=@u_3ggtifKI+|Sr z*zW{5NjM=l@Ss1(OD%FZXNXDFQ331v7AHwCA8{Ha_lY>pwz!ZJC^&elbhuU%zMUfV zT9^`D*(82~KEZScZ=eS{#A<(T_v@WLPy%caJ$vShVDE}k1q3MjfCpOr)*6EjDTd8f`EcfW zcuv8-nS^z;=N@M~CNZ*Z>*J4TPu&;wK{Rq*3mi^dQizu$Rq*ASqB~bw@7aXZi+z^e`H>q8R{29j{53{@wX)QsPuD?v7^=};s)mGdR?YV~Ebj zQk~*vY5f30~;bdH%O>?|xWqTAo`${w4ox$f4XX_h^R*CK{A`R5??b zuIk?Bc`x`&vrdbhTFY%h`kSbagC0b~{E)SxW{V(SXdVMzg;7m{I`3Bt-Pe4JRqdPQ z5bq+U2LaxXe&>|Fr}JLh;J$NyLA_u3$R_ePV1IXm?lQ8=xA3KMLTQOv{@1uau+0m1 zmEZJWzJtoC@RPEDk=DET$%@j4ioc|NfV}`#)s~%}Mp~D1LBlwoK{-rpf zNP@5t{8eB72%OLgEVQ=Ake?D=gBZhuUb-uXL#IYz&oYX!KUauG`}m`P)kN}O(F)E$ zOWx;}X*Nn32-cS(tkz>Jb}zFMo9 zJN>Nr=E^~dzC-@~yuY(~=*Q2Qy<7izK+^o@xrhWFnf#As`D=LJ)nBP5ObHMi7Q(RaNgB>RZwI6F>P#gi-i~f;047F8XYzkLjC? zbTqwPQUCR+1zvpd(XlN8x$6J%%2}KwxWEBd8Gl#*^caMmYUJ~>Rl1ex;)V1m6;Vsj zh1F`;LeI|gkULTDS%pi5{259>wF8wKcLdN3wxOAklH(2~pw%!&=bJGcM)DA}50E{aFf6Lk+uc$o7z=mKy zpcZJ5SK`u$vKTEla{WE}%-}=nea@lPt_jf0}&QuK0~Kx<>P#iXkr zXFf#fv*kDc9dR>c0~e~@&{Ln21-K{?;oipnl=6P>`^qu2`{jqL!xd<*%Ij^S>ZpBU zb#4XwDN5l1I=Xkyw3RjI{6)0eo6^o1O2=BIN|i*IxD}Mg5A-e5%bmG_a9O(#h_`k) zD$d%+>)eXWqo~F5iLN^fpS?U~W&45KP`Z^O-0cemv?E(e`#V=9-~Zwms7(6!Q(5YM z$vPlZNSAChoFU&;`?mKdR~CY?UUh?;$NbCtFK!qgM@Q*!hJ(|B0!7B6=DN~5?f~V< z&q!W~5fJm=1$p2~E=zUEbosaE1a{VbW~0(27UApmlFP(YS#$7`7|6?`s-=c)m{-=j zICU@~a>GigL*WrFMp_wtKfcP+2T3wE$kgVvNF>(M*DffXM0(tXF#RMt^aML^&zg~o zo@|a4eC5@-d~;ZwD>G{c|CfHb!uL#SZr3NVoiSh3FrC@OT||B%St4h=*V{qvTg6TS z3^_32WrIv2&qC3Tpj+)q-5LQE2&gLb;TR=q;i}95E!D|0$So2%hHv%HEFl>GFg3J& zD5dZ*w7Kn^$g<)>(8Ui4!Om;5W;QtUHoj4W-$@ml}$yt_1} zXJAGxJ>w}WH80Yojzk!n>l~_%_N8Gy2ppz^^~jvf5QbqGh80< zHzwv`n*x(!zP7*O+Op_Vw^9?iWr*X6gLoq{PYrikS>^xWd zxtBBi&Glvu91B&67vi~R=CxyieG{pzJ%Odl>>LiHAol@Ji*C(7H(tGL5LB@Cu`#kP zwQ}RNc*UE*$dJ`(VCe$|!h>7AMTEO1vyyxLlNr-Oj7%%4#0Q}!qm|9uu(I8CC|HYd zs+O3^0HwRFjgK{4Ni7UokoB_$zRdw>z=tPZ@RX=bMnkw{^L{aahGZb&Pj(vG!_7M` zLgt`Yqw=4meUvjkuyExdtJ6wtTKjD6C&AIB7zPv~unbaRAv6QHm7Kub*KF71z$?aN ztJa-{B=Vz5wz%iz!1W^S6cfedSsZm_Z1B3(vX%*jPDn#@h{m+L4bMqAq#+L5&&zp^-F43ruW{&jl zX)WsyfD*7rZzcsI5=SE#xC>ZEG)My^ZY~hoaW4rs8!7NxwnWfdy4_F-CgmX8K74Y> z8n~a(pc4Z04Gnjj{)|bt7-%v%$pkXUAkQv*cR%Jud2!7=`xvyJi~4-8)jr-Kebp!C0SwdMSa_5 zOrbFVGFgsQsRjz@laGmDZC@Wg;;Z^{bZBB?sb6&pMK~8Ng9CF_t1z8Z*2xE0Em@}B zB>eqe{l_z?!Py*n@;ar?6;%@5;xi4hFiK{qv0Acug%Oxi~}W+4__?S&NvEpMw0XP}>xb{NjWkLw&Mq+ESb)h5{JK8mn9 zSG5U;vC^dwQ4KCvIS{p#J7HuYQZZ@46X4O#3_kD+0n1D}goCAgFC-kkE^j2uROzr@ z?wIv{!Ig_gVdP)Ucxcl6e+G;HhB>h zSvQcVrmqc5nfsIDDVup=XmMCbes6r%=iu$1sc1y=>e+8B`K_bb`G@Xw(06u>L2$z4 zc^nxG2ZIHmxd~gwRe*rJBtQ8Jd~Mi!--&z2upoGM7i=n^h0m~BZ{PXKYNXjk1l)*b z8naC&MkSyWEK-yVL)8gSWz2MK3EyIYE$o{X{wv9@0wquPs~0+qY+x{it+SCR>Di@g&bnj~_DO&LZH88Yp?>(|KY#rF0jJDz%N`@iP4!yJy)!15A{5u|L94 zMigtf{;hPclJ=HBhz99d2ddl!P>C5T8oatRwUS41%32tW z;q-ZMD^KEt`TvtA18RG5r+gfHwUb`!Zfi+#C2YU%v>lEC*GqcJXy%*>%~FkZ{ln6p z>iB;aE3_ZB7xRr`Vlo@V^cqAYJzF~ zJOj&&F|M^FZ~0Nn^1x^nSaBOfUcy4jHCha)WK9yUMg6Hac@4#noVRgwWHXp= zK~wPi7*aJWBf@s!h+#5@(DOv_o%zvFq6wj^KGc4oz?cWP9s=vTl?o$)P*qzVOHm(Wbg7mQOxh|J(anjw+^8ncso%aG-zb z91rw`xCyz5(W}dKxpa>ba$$M)kbSDNavNT>_=FKQr`_)R2_Id%Nhww#ojiq&%2fSf z?DKsDG}&6?_{pnZ?Ik12zBEYU3-WN{k#v%r;q~5P7Tyoln)yV=J&iE| zaL?f?5I2HO5Un#P7HaU|`FpwdG?!0&fsErsv zN4o6zy^XZvsIF`hb96vLv*2uAKhO(cHy|YUqtYZyN`{(tk|KvKyU_ROPky&80mU@l z2ufSl>s;D3Z{!*pI;S-KwK~35_&vEd;ZGY>XaZV59E|-}Y*{J`Lf<}RjCCHuV z>LA9B{!5ha`GFm92z0&18B88#MbDsG^2M-HSSJo0jSoZOJJr?G{li*W$v<4e3|ftJ z{4T51?E1RjpZ|83JQNOc^Lmv52)qkGD5|QUXCXmY3LyK6PvOfeLw>h(J)r%SXDzLa zscYUGcjQ1;z+S&3s<4erU4W#S)Iw+-r*A4B{3uyrGK&U0?=A2#DD3GTZ507S3Df8J zfS(8e&`<#`q83&xy^;aGbO2JreD|L^kC-&r!3xwXX|qO$sOJU*%_!Z&DP#Y!FZt)` z)L;PS@$*sPD+_?hqmsgBbg5ogFPk!Ct3bi-U!ksVHL@lP7dZd*y(nyaFs}SC;cO7A ze~RoaC52p`gHhoy)-twKc3ApY3u-5k{&NvNgy^AEgMH&@uj=&8@bMLN?%xlrQ(cRQ z!|}^wq#Ch`yO@5V2%n$mxsuG{^*b~vyg2F%mGNnsE`g)oP7;qV`vU=+@d}5a{Wo6hPY;q~5pXY_w@_TO-Z zQE|>U=EGTlf(jr1m7t4bQR7vdirB@=;gzzw6-^8i#nXsF6UB>CD(#nD4WBnnp9(F2 zh4le7@Hlmbbp&4T%HNNY)8QLp7j(lbOvgdA&K`2#3w}B&oxf?5y!$|Wq}J-rvoeX~ zUgTUXSnZ2Td6qF4KkEYWf(RzRcG%AxJAX=N&vw|BArYTZj86maVX=4lKFbkD{jUA+ z^G;mPbrC-wYia;wJzm?ubIkbRRsEtnKEH*^$YhgMYo$YyWA7Cs;5*vo3@XWTa~lFi z^Ic7Y5oH|H@q!k&u<%2qE;MwI2T{{t6?9pS&g$HVO4W}$hSegXx$SPX?H;>tPl@7S zvC>;m6Yx>5^^ltD%hlI4iLa#lmE1rVV0aC+(HWYHt>E;Ok1^L3$wU% zaHIRDW2}TVxpZ<%C6h}^=hs-&S1Yo3e&GfONMBvTH!pL^fwaD|#cP#MVRx$P=YDGy zQGcYLUcs+{3&eKAtDQ+Bd&G8&Yk_Tu0+}WeZXXeDn5xyWgT3(N{jz3ERBY&c8q;X) zUd7BAm~u$x6ed%rJjGhM#V5cKv*V(W&LVI9USC-VTJ+uJ6=P{yv zXJ6Xk&g$8&bJgAf=u;9pJN)5LR-88Qi%}~(+{vS|6HCOgHvOoSG2pVIxiU6sutfUb}gr|jhG*M!69kVRijLCi2|X%%hVd za$djxkJL>VjX)t;imKJ5Ly0};hR^N!+|QGU1QsC4ED59shZ$pxEu*0OqZ(dRGDF-l zkb8HA5XlcpxiHe&-60HobX2o{kY^_juPROTVh?2xzRm^RhIvc~2oMRN+>@cwcuDmLBopcf5;$_lE$N z6xe1b(vY*Y=*Bl!d>4dhXUWoJjr4QZD!6O5F1CO#)kL3D?@yi9S!u7Z^9R&_vLS0z*1XUD~wT%wSXc) zhZJIB;$|7Nu!qkT6{e&>$om+A0HZw1Ruc)!-*(9N3LW|s=j~_o=@z)z+ydO2uLeae z|2&SfO4>_#NzhpV!w%0tHBpCh*582>S%cz$O-@MZ?}~@4Cr=>>;d|L8^4}S*L3PkR zM2Ly&L10#sxG}Jum>7yr`>cvaEOY%Ue^jP3ZOk<0q$Zf+FI{RK3v z(gS3eO(vr0yRt7?IsY3+i}V-Z)-gRN&h?UU|Dey;P+I})=3s+rcoCSspht( zF|jOQd!uP(0{$>v+KL?yAhcB8&xmK@v7LJ_wC!Ua;&$p}w$6!h;{k4`(x;(vELWS$ zuo~a!xnAy3&7Y^wI^O{P81>?U?edupX7TV0G$&7~gVSgKZ7-AkO1c;P;E|ZqGq(V2 zZp6gpEW|CZI^N#FL12sYD3Vt-H*xmTutcyk$E>6O9*`w{N8guDC=(v--GFcT+8Q{8 zos2k6nrI>cwNU55l0V4^{z`m0E5umlw9#Ze3;!#y6++A>{5O&FKIlD!+0|eDu=!7L zfsh6AJt^&vh0B7uJ^rX(2SSCuZ=r?(n>S6{n4%4Tq|-*Y1%x)+L!&V1i++!85~ymD z8m$UvZY#uJQzPiW>lt!=qnI3CHJ2Yzb2Ca z;<}NJ#)Cnh=7xL{`@uc$;hm!wZ^Z<2*V4^XsJza^uSCiKXC0YNv$(&5xATAM{1$zG zU3x6&B@WCmF}g1ivsZ$hPj`aGeRb+?YVFl**74!Us+j9qdmS5X!pG1r&z?&~n-q?G zQ2$e^bn{ZlS~;8RZ5jvrN46v`m#z}wz(4v1bY^p23Ocu68VTM7)c!&R5Uu$SK|Z=w z&wwY1Bu4fcHtr>>znNvpMJk1NbE~Hx@16aCob%ZU(OeyUs67mnC81b&H^B#418DCL zA~L_^NZ}vlpn(^5mhVPIGl}Ef%fFpL4bL&8n8DlW^fKU4s@=f=w=WakQN|9Vpxu`% zX|>Z^p4iB?VjT5v)|&DG%I-~YUN}Q~rp+o#W)D-ocN^J%t#ga-Yb;nu(MU3FVD02` zfR7|bl}Z^bCiDN&%(7(TFUl`*@)Nk8DDcz0@NX$oOr2s-+_(Q=H>pt}Eo2PjiN-Zj zqy8@o(I@oxE^!ae5YXM0J&YH!@h_xCETiM9>6OL(k3xf}5Y2=OYEg$eDh!|jbvfg2 zR|NAxZr>A22z6JVc%vZTixn?D2|5L}0`?3OFgCDSp_lNiMw!X8KKU zXJ#FpD5?E9P+_U7!1*#jnX#YcGA(bcOHVn51UOwwk(`Vspb#sfd+8 zt)e4-(0$vC*7A}et|q=1V60m_$@;1lcDo|ncQ66U^MzIz+l^Z|<4b$Oz5Ik;;JVdT zyRCiwbNxt&f0C~Fm~oyBImQJ{IU~s05wrklKaC7s-gy=1&d6;{(OT{1ZHU}Ltb9<* z%XqgYXRgU?6!6admJ*Z#bcSrIstPJw3m@^boqpL_9!xo%E+dC$$|x!R78 zO}}K7AhSKjMO*w{kX@;xEB=w|X$IAL^3mA0+5><8&r;YxZ(Jq_Ze$M|ee8{+ZgkpX zvIPulpal{!dv9$&LxkayzWa1iKBRzT=~6YS`fb^b>ZueY5!%r*vTwl;l0>2x(xSVt z|Ev#7iPJQU1SJ4hrN(VYKN%&~ueD($!MTS8>BEsIe1=U8#i8^bQ=aUVt6m&S}NMX-TC zIc+B3X>hVWP71jup?|(@OK=ds!u5+2wIKcz8!;Cjs*Mko?(2OTYHsZEBbMect(2tV z4mGAyLWfz!GF`%H6V}8`*L5(ROuJ=!Qf8Swpwl#{&2(ibQy4CjO=>m)vCtWar7_Ws z5+`NCDA@8836nNrqk57D`gL>8&fY?nal;lu zp!Vnnu1qO%n&>158+{8<0jFLnfLXWoo@>s2}hD3luw$eE=QhI51DL@_a?TP0D7U- z`aLQ`GM)_V5K|>8?_8m& zg;V&MiX5O>7O32j!7Sun@3S>nIBT|_A+;EX%?CnA>t<}BG6`eoZ89-z^Wdg9F;G}b zj=Si>ATF8x4j*xWMFx(#sCii~U$|*F%Bmvc>`?Fe{bzsIkG>gsZHK~^T^!IdiU=G}u07tw(vWqReRT`ZNs`9R4*L+VfQ zIn}`=7>413;?+KVvNiHPaUJi{H1~3JnD3F#mM}2V4OXECh+K(`Y5^j!I|?c4IWwh! zJ-K-^k@f>TK&P)Au-S_C=t+O0Ss8i{cs(nNOw&@!F-~1z{6DJRI~-MON8iM2&?xJy(C&ll!)Gc ziR$&cOf-p8tREYwWiXQ&q|Tci^C8f^y0R_a>mzi53=Ge=wbkLBMC#nQk^oWGF}^#_ z;{AuUFC|A-G)welDyicZ_tsdC`E}m2=k{I>laN{D3Ft~ZuIXi+{z{&5W6p@BsU2}| zqEpFf86~S(6he!&fc6$xyrLZbnyE;E%byxyzW84U%8GE#JM(J{QpCU4Bb_4#Ff7ib z%{u*{kBtE1qX{e%dm99-B(*qMI<;mhKYl(}XZAKIyE%`+m!)yhpTUiP0DmWiVcTU& ziwbCM$!$Mh9KjY|KI8+0^;`&l$h1>X-t3dl5ueIBM~q-tzdO49O?oeeXD}^bwBdvG zM43)|%ZfiuX4SrC7Ua}#xTm&*HFn<5J6p2x;<7z@QLAl#f1q-`?+oP92{c?-HP?L0 zI2mWm)zH=U0%XcpmhKG#cLIJP6e`nGZ67bwcORqVBw|)Sf0i9J?eZf$F@ebzeb{k6 z^Mf12ua1(utzGcivBKVr^cx=a*C{(c*e{_<)x4<|hAg4@$ak@6SaiyFRSjjhlD{*X zqe?QJBiYDR4O+=8<}{mnQev%0TC5O43oGHc4t0`HEKRLIfy}FH`NXtBKV2&AGX!<0 zPc3l-1Jyc%E;^Wz<1=ej233@oBNX-QgHx3OW0X@HNcE3m+61$8lYDBd)jp%V9m9}w zBztrf#&DsUW9RO!3Eujj?_hayT8jmIxG(PX@u^P#O#7Tc^$NgY5*xcu9s1cnZ`nWh6X^~fpPea4^=qT(V}M*(0a>O^ zw-y@7b7I7;B_*8uuq|fuSf*fy82M>OFmn;>+afXOKnICXirxB$>5Pm#u3T!BVa-+& z3!Gv^gsN$!swuZ4O1z0a;w>-RtvlQ-g`1-qW0}Fp3I^+t+`*4P+bLA{MuPNp(1E7B#VP2Q2j$8jY%OzTJ1?a9H!+Ds%T*EIJko#kVSo;N zVY(EQL>mMPCT#_qONIVz3&E-A3A{^hmPhxJ8y&u5@hznTRJLHuQO>aKr+{O%Kru`% zsaY9#as#f~S!dAt^ay2a|_^ixIT!5vG_7D6K#p271~>HAo${Pt?u$R0Rg&N@{;v zjgwCdxgn1HYTU6oaU|aXlMzxIjw=1wClHL*M25lGmY*t z^Agbg^``{8iiL!H@C?9JKV1oFdykT?l{Nw%Ow6m1;QTh=VWrz1*{aa^@Yq7E%uT^) z$kCFR_OBKf$(HsRVa_zoL`QaDU@5lD&8)(68Y*?8dH+&U*LGNKQIA0}hhAm|9AYn_ z!(W^h_x3`E3G``4g{uBDe4YnnU#t&Dru}D5UbxPi1bQGN5A=B>uV;hmJ_Opj1;{L& zQv$2XLjQgp>k^H_nBiR_``8|Da^>>s1GpD=J!QrhWkcn{7mcD8WV9A#TcDO^f6RLx zyYYr_iGBr95G|2YktW-11bQt1?^$^<`gl(l0S;N7{d2sh&CqoyXhh52DY9(|=q1i` zY}rfz!V_JEQTby#EO7m^O4N%~p!w#dGhVld2h{S1OsVD|4A9K@d$4cxUH13}@c*hU zKc@e)mDkPY#lA?@UXy|Sht3o{?+^XwXB)vN*!6mOnC{QkXOyiCy8wpIW^<|KKluDn zHf8e2qx(g_Ny`qJxr-eOFL#yCh}Lu|!1mHV4oeg?)0>{4aMz+nrv;q};Z?4<;xEys z+z=92#NIU<1r=c)V>@W~U;1+{r=;W|FyHdMj{6=jPxJCGxVxwcH^oDL-zUT@h|6KB z5_LjDCb48=cnS^>RTObLo{3FDw4_xr$}b*1U%~sp-3Zw2C4ZF zeJXhwhbZNrefL-5zw)BADHK@_y9cM%S{DuA{3Q)e&hIJf-(K>_XIXQ&mX4xZt3Vq+L2IZ@2ZajkCd zGH=_pv*sz=lVH~cM%mWou*Zgh&|qi6UvZK9anEDog8Z{Y0#EyX`dUuvMUM)s*Si_Y zK9g#-`~|C6zk>LiQPx*13HDT2gorFfRwn3i){1ms0Dh_fq!AV8Zu0ui8hjvqiN z&(k{^S>6FTr{O;}>*N=_K3GLYP_){CMPI!SX=QQs&~iCn{~J`X9bZ|5ltO3w@g_?s zQ2kYaPHE?weyE5Y_9=-Yip7{*&;DkfiXe5jVf1x@RruYr(vsM?=_k%s+{(z_MQlQGjmD zdZ>30*?N!x?jEi0X9Qqu%a234HO`Ti&*-^k_q`lzS|m#{&F~H6_)+TGFw{g1zhAg4lW=-0qCYi(g;7m5GBhcBk=kG?q`1-bB zCkDT@pr8+O9rLWzC&`rVG^Ta%p1rjInGvQKN9jC%QTFxXs+j$sPNLN!KO8at8 z1W*oCUa}Bvi#=eAc0SH00Ah3ssiwKT*t3Rol@C4HT-AslDuh@^dV%o)^3e@$CHA~Y zeEptya7*nNzNnyo8?#Y=>8rV^{26gI?g>=TDi|RJT~f~PRWw?uis~a((p#3V#Rs`n zH}R8rrpbtrMxiG_qSmrZ4WGM0tK}Ov@{KBugW&aTOLIpAyfsBi4vju+*RANdxb9Q-GeiF{`%8Aw)C5 z-3OJliXE#L7+L2~n+3u^KE)&suwqn6wV!{@$WcE@nR|`tFaJ`=bsS5mREm2+9ZK>y zRYBPnwYtg`&HAHYXX;RA>@DjWTfm7H;3Gck;=zH>@B?&8vh)=|5aVDh!1u1TsDUsN zPw9r_lPyV>cop-YW^H!fSL;>j(nPXec|Uy@t=^SN6Fpdfo;RyMQ49L;SP_V_hryR^ zQ3gONkrha%BnW zXT3L}(vG*W)DH`}0N4)hmmvnm6&t8tp0k6KT7J*&V55#+oTms&yD+phu9~;M%DYW@ z+oWQrtAX6URVRoiFZ<&*brKH|tX6Uoszoa8#ko)$1Gh7eSottV@Mco#%`%nxBEIU- zSG`#`2WG^zWs>Z(P=o``MB-rANiZUJP$6H**ze(C<7?r)&h&=f@T>TZ2 z{hLQ0$^Fp&B2iwJ5+pH+_?lJnJp1`fxh!p|kZHWYr}!n4E6N~=VY{z)M_!zr(!hki z{kWmP>G{Fi*<4P8F1fnkP8_r%qT8rQ;cDkT9rfT(?fmRzSKxoQ%lnv5hXjjlO>x@Cy;(NspjiV#rc7<% z{jqYZY)gRuC5@(|&&fWZf&MCQIxW>q|MRBD66>gE%}c6kZY6>eMes|z4KIivrfp*} zAk{j5v~%Z^5>Yj2@NdVsJ8`rRaB%S$?l71~Spo~k!8a2PRe$G29_SXi!J6mB7m5C;cPKJhKH0!tD4T^Shsgv zcx^gpQz=SeH$?3A2J$e+B{7HPW>H04LV9k#^A*ukW%s@*UH=k+5W$)vh#Rv|2NdAy zuRU^C`IE0{9(d)6fn5w}NtzFFe{hOK`dSAHx+`Ya=S0f+Ra$Xu>6L8dEFG>oHh}%{ zEJ%=gm;G}_Ebv=Y7E{3_N@JZLFPu2N zKq#mFNs5o$)1O9}>~U=SL(I;0T%W1l{m&tReckpg|2u5^S<8@DI4A3FKqCWPiT`+U zeXruo@r*P$Z?`xT;)V*~pT>gAKN01AvlcBb_lCf;K(e<4jB#GOJ6t3C$eUMwRvHk^$ zm2`6O$wLJ?y?n`5I`e$1`UR-rl5F<0Z{m4z_7>NTll2d|?;q9={pLFl0YMmF?^zOGWDV{k97tVaBPsf&6bEh{sUA;2;7Jp0%( zj(9aH@;WFlgzR5)g7DIv`5eG0HbemS>)dNPs9(+5JXLe*yv5%2W{kRXiSN)p@W zJctwDfX5u-sd5u}lE|25l+h4i(#|ss;QNTDH_rG)0@w+@iLIGNUzh8Y8kPBHROZnN zh{sEc-D#kesi-OEk;??kM;I~Xm4wy{KWoAhyx0A&=Bac6CcPq4u0lb(==M8o#4m4| zg#mnaSR>gduBK&4{`X1Q;{`$?x!Y_^5A{Bf-f#rz`69c?5F}T%N~K-3an&OQs46y2 znmV(thl-Ty>kI<@iPlC7cL%M5d~1qM`tf~46H3@B7Q86z zusMsR7`5>;>0|hQ__+y5w+!{k-9P?s5a9LIOTT~iaB`>I2OUV@uu{B76ZQye%3WXW zNFS zJH%v1;Q9mFDp}r$rNgyit1kmqW$Hg<*p#G`_VuNXvNf?fM`m2e*)i=pdu6IS&3O>v ziL=G7kyjjB>8&$XN2b0+I$%9UbY{X2S<}X>$=^-|iXvAvxw40O{uTY-5u2*lD-d7N z8c&|Kft0hhh20g@RLfpQ4$c3!UJB$5U486dhnmguBpz#tW)pqzKwBSMvE2rXN? z$(JZrwN6O-bz_cW5nIg%A@%7L;gxfXq{jZUb*?zJ<9R7cAong`C}#w5%)FJnvqEC% zF*U{_4BQ6oABvBx@BmI?di^e!LXLl$xRs|ZcZQ<{cJJ)S}baZwrRMk!03U_N`Q+52krg_m}FK`$s_rUfPALBFls%d4iDh@PNa)eN+1v%d1Oum zvg*&T*>GPVT>C>09*CE>RPKaxb6|x#k-v38U9O-B7_B6eAiJw#+eOz=$dKQMd=vB@ z>m6A@5+F6k?O}D7^x+@3oX;A*ks(5xs7!J79<%#%#H-1m?fYKfUl;f`7e9#hCeC!_ zp@_!|nPMe=KWs!4=JW}RWJ(sK2!4Q-C?|Ur7=4=&`)9t7BL~}8C=V^>7$_}f+weZb zj8Gt$oc=xKoI~*S#YO|AN~dn41%l`w;&k{6W%V0jf+~Z7_lrCY1b_z-58x*zG6HVt z2d-XO-annuUaG}f);W3=4ZUqUgn&CB{{y9&&;OMgUI>!Q`U4P|_hbZoXyJ3=Wp~|e zs2LW~35o9_qcQ;2SmaS*xTYpQ_gqlDMzdh zcVP=k93*QywnVFsadu;c)a05d=qQ6GjU!>wah4esh^Ow&-*%a~V+H9xA$Bu>IM9?6 zVw;qTXd24x2JmxU+0|-7`IyxSqX&nl;PR(vu3e>p6vhJKLE2yz7sFaV(Q`(&a0Q2C z`5#pWe^{?=3iB8UQsOZ_xUZqt^}oR(`d+sADcXK2PL&nMfW-ZK{RgWS{y}EKaEYo` zrId#KSonqrpN#RmyT>WkD-Bi-@l?L=!UdnLmqNDR;CW&@wzMpoFT6^@^1^eEB7$oG z38d;jap${BGM}gmUys79>HC3XdgkV}Weo$?=H0^B zY!Oi?z17reNZx4t$#?D~wti3PP$6L)@tQf-l``hI5|g40lu4#*VRE(*$)Ff8+8Dr_ z+>V9-#P_PzA8Be{MDAjFZ7AnV{YKg-w%v45g&Z1llhFd4_RKr|!lHCP&j)XCN2cY? zTI!e=pxBnRqvA7N<&)z;++!TPH5;tUiB?Q_;g;pOyUFlBa1SWq#1_Xrx-zTT0&W+0+;pD$UdyhtPHj?JulYm+Z~<>* za@;2ISZGx-|3lqQxyL0DeYF2#pEui_HrZ9x`)T2TjH95Z0LI&%tFzUwqUXtHa@mRp z)twzphr$swK#(i4*|kv?MEK=U(ah4~`sO7{7IaM?dg;5U-tINnmD6?CA|DtGGkx_- zcbed@C0&EqAtf+Hm_I25K*bR-$c271MH$&2N?`3tP6?m1M?hMjdMe)q#it1AkAQ;E ziuQ;Y9I2lwgT=xTvCuta7njMJ{+YW1_z2t`xL{YS(s^1^`I~wvOzwRF_OGmyDtOt( zQ*dbTOE6)mQ@9rNhnAO{tp)ePO0z4QA0P?igv6i|XbJ4dhyC~P2{!8*8h8@s&cGEK z9Ah30oeBrSRP01QziWT$S|0tW3tyzl(tMNjsW$__d)<1)DEZO@Sktta_KDj2z$5wW z`}jAdE$9M2z;F7Li;Np$sI_d}Q+XkaP5oZps^4=V3D+541SfJJez%tCyUzr<>_aOM zZFwK^>)ihwDol6MhMz<`ZLQ4tMJ(0}BL-^ZRpfv7y58&YW<|z$5a{RrCj?ithH&mZ z7`=uGuK|w`uqCIe$;NJ1$37gp$32eE{@+-~)+CyI*pFH!YnQj~T_g<6dnzCG4qhpH zWm#;W5P~d}f0M2ikml5ExHtou7$h&cqEq^nKSHsz>MK{uG5(Qv`w%cVfwG}G8@XY5 zOJFL7E~u*tn6B^U_m)ZDy3*;5Klg^TOe0io@Xxrn zfDDokivAv1HU8?a^aI~o&+7UZ&tIEy0{Lw2KIv2zEEo6Ua9CUhr+1F}foE5Ss2^{7 zBvT`=D-vwLUXAsySN$XJH6rIDfLe%RkTF%b7y*>nNAx&cA?+D}B)DURh5BnozFrr* z07mz>sea@hRRN`k@0>h0f5Ag0hwnzb4v44E&5zk0HVD@RgB&*#e4vIW{qDCl(;m@y zW%`fAQM6&>TA?}WT$(ueuZq4RYc_OGYSLU`U?W=CzeN+%ea0S+*DK@FZ4^k3Po_88}`!geg9!$ zab)@B%YF5qQvyG895gc7RhZCuO0Lj&I?Rk%Glsi)T&gxnxm!NudxCd@KRb2bu*?s7 z`L0pazy1n_y${+`T!vgbU03~2utYCJ*te%#3rS~XP59@N*l=5gj1Uc|G{gZ&ct{K2S(!35Rc>Hd(7^URM2qmYdC7{3No^oGNN*Sr;WBEFdG zjdNu6zMMxI-*!#I%N}9Cd0D$0EJ~~#zqUUCYyklzAjoiR#%vvGp4$XV7+NKRd z!d;X%23nlJ3e)-*UiC^nEskJR;zf@nmHZe&9_HTN-NZCBQ2I7zO`SiQiikIyovE#I zH{~T6wkt+FO{ejQ$B5tSlnV~R9)<1 zG0*n3Ry^ZfofC^Uj?_E*cN=$cXwvOD_acbZA~%#hUf^bo|_MY3)P}%Eo#baI&fhJwtH$_kR53tKxiF z9c-M@y;{?@9SC0$J?ZR?G{gB9J;hbyq~4z0vwFI_G293eXC<`B&0tA$if-!pA?dZS z3?y}_gIHV1=L#*jM7m5pbnrWT%p9w5S$*zuT>O0Z>{tzaljOA(3aD4-a#o+Pu zC~ce5f%C47z}=D&qy$F7kx5ew+}>? zU=a3W0lIh{v0qe5kYh%ki`|m~oH!nOviS`>V^8@(?gU@?m3MvC_O2A7bF1GxqBte_n)c9Q_^=PqGc0)vUOC>&%M4w7kKAP*XRtg~$P5A4z&E`|Z zqXc5dEMt0X9fxR&F5DcA@9C!pr?WlsKPT+~n(wiOWPApaB#03FhAi=xl$NTe?uJqv{pl;5*#O^Cqz^IgPd-H*@;Q`cCAE*Fb^fCC9h;*7B=$tJpH zWL#iU^BflX6BxT9prZykQod7d+*%1qw8e5i`@o62Ca(JOO-6eCa}wt-xE=X!)uAPp z<3K3;JWOYsPNa8I?jj;@Fn8W{rSyV>{){%;Q#pyF}kyeWMQ1D4cLRj^fw~}-@{f4AH76vgE z4x<$<9GwV}=A!j`d%(WeMHwE;Xm?>|&mLcSy{k;4&$Tueu(+5)eZ2Qu&fETJoU8Z31u9^-fli!hb%X1`3=3dZU)Io5yd??gIB4t%Isg2l+?<;?>>XoFM%V80gh`)HZ} z`RGqk2*9j>+yRARQF#-h{_75S_x34Z#@?0zp;I0gfxB%+G+(9K#L*}5mj)<`8tZ0= z1S<4posk;H%E6p~(MZiD2O@CMK9j(9HNr1Ro9iDAFt|?~>u-^y9Yy7FAp@`1)Jw}O zxV=Tbhkf68~_C6PIRO zd^YK%LLZmmjuv1W{u~9^h8Nz6NAtTC{C9}Wh^iESG@C-7MkX8U5sEnnN-5}+^8rOH zhT>}-_<%SDhPwD8CKdbYsc|i!+8T?m83amJbfHKe^fsr0*msB~5)>?_ODTPa(XwQe zI5p(As!YDU202DCl|%_uL2MX8k5uszVgK4w_!OWsI7RZ`?Jyd*dMLf6g=ua^SCs_p z#gO4!oGBSvqj)d9l#OhdO1gtzgi)br082S1L|-w=vt<}7MB_W387afm*0j>^OUVqX z$ec4q_0*Z!J5|k5UkvpAoHOPJ+E6W=Bt$MJisK=q0$BGUsd?~z0NoA^#(?>8;eoB; zM6L`<5{XiR{iPje4F!{f$edpFbH)$wgzk*XJ$kLl_@te-T%g3*RSBm$B4mHyW(hoNa*Yy@=_rH6mL~%*LzFhox)Ve@+b7|Gn>enR|M>x8$E4pq^zwJHK1^ zHP;^lu(su;ebdUNj;M{an~XAxfxa){I{pdP>H@m8-BMY(WbO8X9+(}QW%;{91R@k) zdxCR$GT=n=Devh&^Z7>t)>-$N0BUXNdGqEqjpBR}cie1?-0?dtJDbjyteNd;aF|Le zf*6DY#wEZ@Vs}D=lcK9m<}(l#bHh}0SurCcR8kv*=bsa4)G+KFwwO^oY!GUge$B@j z`iUDA5}@_H#v4|0h32x2-Cm8&i=4S7F=WiW?YvK#$*JEaX_Dw`C))Cbep&v)Fp;76 zxhL);RT$v20Lt#T*HmGy3=>2<@d^Phe_j*#|6H+zlTMOgeWX&wH+*g)5lf2vGO((shd5?GJF`^cBSBvj10;&Kcf1)Y;-;c zK$Z$1n)%`NFxRSY;QB7yS5i2^UhBxMZXFk**jXbS!zD?f^db)a^IxUzW=}z%X*xE=YADjv{^_ zsWG*fbM5}(2RZV;nsM#k=ZGAc*3Kb`FQN)J4^p8?Vm8JU-YHdQ7-Yg#y)Knh{c0Ae zMx&|n(qmMv6E`M?E{SQyv^UQb6H_sPmAUk~g5sni@59a{ySp3UkAKtEbhu!S2+6YmOgIl5 zUIUD}5tg>T#GU}|6ccqwi`5*3d-E6TDTnBv@p~D8z#$(2TPnF^TM51L;voq02bnmM zENaB5lQ{b#=>vST-~69tvVE7VS43Yz&kH=&PiURSZud?62BhuS#xay1x<+Pf@_3sr%c@oR5mN>wFOTYg zpd1{GuOG^t+>FdE^M=?)$gN8v@-r!#^CewDN+knHyZ?weUK8;Gh}K%c7G%McSQwMu zja?fi8Qea@WS;~uEl&d#-Tzgqd%#$nG-kPqZ>_o>@PP(^ti7gMA=1}XF(dMZiyWX= zRPy+u2PyNrDMGKf)h!2V93zUX2;=)yYlc}@taKAYnY=iY7&1o_Q@Of-N^yuR6lHSZ zK1=c^qLMGEU_?G=HiTOac)qYojL9m?Q3Fa#Z8+~4irmi*^3j>Se%c}0GQ<6$uFnT* zd7yS1@H8FP`oa=#Husd3)02mD17bn)Zp>HynSe$6RQT3gB#1X^s+4F?g2kv%zcIPWBXIQqSLZdTx^OlQ4<-}Mg zSTz+kkcXA-9elm#iO!!HYDC2l?9N)c@REm^J%66kmjvS754i_l)AcGMX;%99a4=*( z=q(M1Ew@f+NW>P^LDK`)3Fwe-_LJ_d$^gtmsy1Dv7R5FZcLR{>bAl#mW>eg~ink&8 zbgn&;&{(-24f^sJNAQgGIQhh^KD-kSui3CCrPPCn<(nJ}Tg_(o)}$;tPeH|a&#jaE zp&3Rnm2zNhZoNrn2(z@a#CTN=M|EQP(mlvQqYv`B%q-B)y^( zWgB>r?Auy|J?<+ZUtb~j@&X##t~=~cIyeQ8XWtK;|CT2OcE6b7X#DQ^N|yGwG&5mK z`VM5;BjSxp52?&c3qwtB;pLLRCT1|BVj!Q^@oDz_j8*uw&~X&WG-~v53k%(s5PM876j)9OsBtI`X5qYbyFkT{5jaq3Ch62^9sR(W1-x zI+{%VmiA2@Dq=soL+z==bAGm>m+vq?iQJ%yO=q}^*4n++%=hfqcGm&aX47PLgV~tvRzN{42#Hg7QpE>>wf=Vc>tX97jViN z<#VNES51M?GAd&bbDECe%Q>H#k4G2X+8WR7i>i~hsUlVrx+gY7yT4(Fglg^;y_ISt zh42qRRUng!@?4S}Iv{jjOp$3LKt={xCvt4Ra2vIlL!x(y(tRVx*m9Ve+xU4cjCG}y z==<*I)a(S%<&$8S>|WFUMDGHREvEWK5{pn?8OM93k|zBFTGIbOPCmjYGmlPvF8=rpuHigO`e;g^)cH-0 z9ydAZ^+WkqxO^yr@!NZO-zQTq2yRMY+?mIJ(2hjC^ixMm@2ze5C}F! zm@iSNC{AMYCPbLG+{w{D_WklHK$`V#+c~+QxWC|P4r9uNFEOHEu3-HS+U~8prS1CX zU`M2!9cdE3aS)7FS^MSpCgi%yNH9{Pc9Njsh&O|d zxt+P5roSy^H+2w9b46D#)>zoK?N!Q&Bb#8B3wFtx9E>#FQcoR#0Z+G+w!aTm^L)Hy zzb@&(Vd96O*e@FI%w6+k8?uC7f9+2kL9$=HSD{KB?v|x$?f{$>uZtR5kCnF}m(snR zaWO_0EJ_D&Z3S%JO+A}mc-b(^z1ajmyI`09cNL5Q0NgD8bM>*oz=Wu|Sb=EjAH1SX z*9o1`vwf9IYRL)ELcHb&Va1%!2PT>sYl}5_b=94$Uj@6~w7>qUbro{AqGvUv9qR64 z6dES1CCuUWX4K6xh2-60oRo#XB*iHf`e2#T9bYHyyF~zW4FZMBZ9iN2_7cjx?OLrC z%`M`$5COx4^C!N2F3)xCl^m9rE84iQtlPXB3z>qRoSPUcn#Y0x6LWm$3=lE&&ON!d zSNDR2r+UFTD*0u$6HU13I(p{561$*^0$@16`%Y^_3V%E&f^WuKGilStphl-NhqdxJ ziOb_ddJ5Z&n-tj3XEIp%WupW=t*BZ48o0^?&bI=uxV;3b(H99_QK zum$f(m`xts_@j=PKtjyyl+30s(<4ytp{9e-<2Ae5)Wm;L-??>HA0PlN zaw82BYN;IH!Mup)bKoICr1}<0V*g%(c_Q|BfC0^zm}ht`03zztmKPa zFB!ukPcC@>Ho3Mf=nLWC?YOnmd(}ta0n4dWVI^?(hln5{A2np+!^fZJ=oAK<17Kn~ zU3{MDun|jnJ5Wfgx)6BjVeR%!lxfi1blm9;lJCe=ob1## z9n1V7jJ%8H-vkgo1ZdNwn%a1PHtjJ@4PW6_51oj_3-JjNXfj0p7@AZ3_ny-#q2y=N zK|H{kP|*A!{xw}e>yWy})FzJn{Z2d&m3gaDp7{I6!)phpiM*xHW%$vzD_`||ZDY9m zd|n+VcaFw%1OTrh$E|Jy*;TpBm;>#)Yh-ViFt8fYTQ^AfFTC<3qrY9`t14HW`)(#? z(h!+&d=6`uu#)yr;ltR))BwL@$}n$Ju2JDL%b#{+jIg$Z^#;EYu8XArY!a&uT%SKO zSWt*yC3EY)M!rdW1p%@HOlip)%qTZWk<`{*tr@u$(L5YV^xmznQr2+a`Hphfvz_Y+ z1I)Ndvhug@6F1=K_i>be+51p-!!yjAZoIt;TRP80g6M^0a@t7`NB9OIu0-lHiDw-s z_al0+8P?|@BXTgnQQ=tAUk36L-Z~zIW=G0Ge;DxWM+O+}3p~Dcn}nxsCMG^8j%nhRtR_HwZwVd8T&UmRhYR;<~Em0{Sj^ zL58E)y2M(3YgCf)^}Jgp>d}fXjoVVs^eF3b(Xq!|0IC>uEZql^vIxy;L+T?B|0fgF zA*Ta?$9QSsW5_}`{Sz3-$)^{4e1`go=Q<`$UXAdnzE=nJR@GxYrhoo!*%SciIMEly zxLi4DxnTN9YY4BxwMi-AMWd|qKV`F>Yo80l_uwaKNy?^{_%O|Nr>cV}eXDsoTAjpwm>$3BO^{tZf zF8mXnpPMtQLZKRM5?N>c7Ob!!EG|CP2msmq z`3@}mhd)o>u?+DK&{uaCcx&ohQI7EM@bTSE7e>RT9#TA~-gp9HC<9eU*IhUr!W{0A1qzmo~brXbHdHOcUmvBt!_4&Lc{?uL*NS66n89EVT%{UhzfdPs#E#_fVA##0H$x8W4 z#pbDJ_bs_9^Tiy)rEl*|CCzrkB=I{BfHi(;$o2FK65PCM4aC~tI!E~l%>6L)*oePx zKmj3d`*1~8Phwf78WoaQ5^E2$MR#YT&;UE7UDTv7q;Z6RQ5_d^In!n8_5uxSUF|BI zAn8fd===JLJT^-7$fUK^DiNn9=04Uq&FKM`5?6<(cT3&autXlfY`io}l=^Jv#Q7ad zhq0t1L?K;a!P0@kQCOZZI^KyqfCdkl`I>_(dO#^9(I$mYYOh50zSijZ2$fiGoh7wa z2XDcNHE31=pt&2nN7w+g_+U&NxZ9(>?v{_=$Ou!H5F}54G+}CKDUGwrxg{!s+vaM# z(ix|?@rResi`#5QU{2d#Frp@D70q%mU-KSP{DG?2T(aZyfm()xSF}1;+rA zp0g@7^)7LIhgdPsU;p*Aw^1c_eFwjZG&Rq+G_umqkZ7h_j{Pm!iU6Z>v}=$lpg8Q? z82nd0p8ou!$ybOb4-IP2iWaAu{yJy%&(*OkPb#DqhH{DVz!aUF`|Frl1njN7`ecr| zPa8=k?-7BsA1L4(;s@MRx#tI#^JS0XEi7OSyL9VZq9T?Xo}a(+g5)dr&TjX2yMV}; zZhQu|LH`(h^Vl(3#YOg=%WedWw$1Z^y;})RKp}GG=7QSSpTvj-HB$=0Nh{sFDChYGd7Z%Zdq|aTOTg)&h!_*c?Xi zdCWFLuKp%*MspUzGEdoa5*MmzG*-<&K^+qyG%4&R-WC^Y6qpo`PxxuTtU`L;Mu~!2&N_ua!f}gLM=2s-OLJ(d=2XV{TD&akg{m{J=4M zVaQiruZRI_0luYXsK7-;h=k+=&Q(U%*98Ma8J{$kpeYbtE3oE^5*O@edinxH<>f=w z-)ERvkaeYu!Y?QrlRp+&xn4XkD&g#TDUcFMC>Fr^Oz%CAp+XYdb)=`8@#!6)@#ui? zgK&Ruw0yU3&W|eEI>OG3E>QRcF?>1o?*fTTD0ud%825TjwQWOtYD}>*md&w*29+x2 z$!>24+($sE-%c#d0$H&cf@?(gO6nTCXzeVdXgK{0i2UVVvAtNl7J$n-bWL`SnHjU z$6aGEiWsiZ9lU#L)G5t;A7&24T93S4I^NX=TIiv&fRn#*keCkujVcDSs1>BgF@P~v zV~dZ9I(14_(5Q;5Tbp%lH8bf|f<6uy7?syKj+!nqOLNp2GisNN>ZYpc!fm1%shlY- z5}$STxqZ^YklJ`A%X`d+JNJIONQyb7!UAeOL%18)=ExO{3b4eEJx(n~1OX`pMXLjvg;H+_mSlOPAU&m>D|y ztG}16c%>J?h4C~bq8xOxH|s&4IT9Y4;4poo?or0_>u+w z+bWR&Y3(mVjv6(@WbFyaN5jtp0uB8xcKLKt+K3gS{Ja{C6I9h42cIOUy!W!mOr1}b zr_nq)cap!mDvLCB1Iynv(w$-GiA>p*)*ca_PDcJoiMx90Dp#0$w1hsQ{m@$6%@<@? zcpFX6Zm&CjeEBBegbhN{;L2bid)+j?E{OGvq*CO;ygCAWUHI|;G_jiY5r_nG9L@0` z@WZWlav^n8&YUA9M@6)v4pVn5sYXMrzi*v^RB+j+9fgim+I>K8d`DRvg-{MeGzcbq z5F;-m9%LAI9bJKV!!nj=Jv|dxy3#XeXUq_vXuU-BADsB@j;Abgdq7vo6iL(m z{6bIO9$IJ0v*iXsCvUkYAjACF1G71-LHuuCDuk$dICDr>bu7y`oAaX@{VG!w7y z%?L=FSy-TsIQ;qbE?8Rxj@WVR`zPi)SHZI49Pz*A7ckza3f~NN#8VT<)ed zb?X^(lbqEr5-3OKd)8xy?P{=-tm?(?G@a;#4V2k?d4yYM`*P8cM)S=NKv-TvK3-k4 z6NR`?j=yA3wagd7L71eSREwkJ1Xcp17TK3F-6*fqzC*z~vn4S-R>W@N`Ho!Akn#vA z^9Q)Oc_sQDziEr7<+Yof%)QzZjkwuYRLfZj^=jY0bQkvMEf(Vf;!wNTCte0Z4{ ziztXKP@f7&>$JaJpjXKeBrcvM`sIH1Wxzwm-(sRIlNC>9j+4k#~x2R_5<|0*u z_o1`?{ddGIxs2N^;apJ1@-s2n&RYbO*^Sfo{%VPS4{C?)>wEy+|Ld&DUbUuosjpn(*eWv5 z(dB2EjVqVcPa@rK%_pC}j>!~DsS8rPIsAqnyBBQkQ6cs5U?nRIEq6uP`1`yuq(~8N zeq1I+*(f`~dZHMylPtU0c*yGXNLh6km6Syd;4xwGPye@eKg4uuC??sCGITQZxD6?J zeebAsiv`&KhmWwUF)DR|U3OA$K;!4rV*en=7CdSj)#v%H6u+?Yjlik!H?71#h~Ylur1}Fbzg_sCvn&@Y3%(!} z`SQb_*E%1ETbDGHluFr4)J;EiWS#z5c$!MiL2FN5J6ap+Av5$iLh({4(DFqT3FSd= z5efbiR5(&h6g(O(w?G_d@xl($lCTd+6*X%z2|pWL*>6X)4f)DvRs`NpX#>7w>6YgC z^cmc(>S9mpCAe+-4R60Ae&Vo68jhW(C=^^BJ}U-sPb zonDCw4z9#TNMQ6!{Wa)3dUkZur$Zje?G5b5r2B?gf0ke0ri z_xro|bN}0C&)$bKa}N7Fdp+w}s~#RSr+tNsMmu@mRmo|FTE#cny#4;qGALTy(hXzUWSP@dOU=Tdz(!?rN(lROCpXZ9ff? zo&Tge;03jsdb@Yeln}dtq)1PnjuNPeN>nflw?_^HKN_hF{f?7C%d82X8cRE)e%M zc%^b2TKV0YnczKak6w6r&}xhbyRWc^N6BKK%uy~z&6t3Tr+UEt5+l#e6{cvReA(zb z{Fh6~_#S%wFlwSoMTf*KAI`lY2P(1Zs+c`OUyt3U zYKh7Ce9BN?DBa}&k9}g+Gm3)!ceb^w<^2hjbd!B}1f#{r=5ReD-@xv)?|EGki>6d%q+vp0oOGZSF5&h0Wcu8aOIYiSRpZ=y$!P z=b~*0Y{e~>PD47~88;=u5!&o>y(M;5Yn8=uV>~m#4S@)WJ9f<AXHmEyg|Q_T{}-K|S%^ z`HB-Fmu>g7$>?;Rrm{KDo?!gde~Y;J;Q7PYiSQATs@ZtUyGlXe}^l z?LbzVD6jN_IRt7sJ?^9)aFi%n2a+L}=5VFTgExd(VFe}w5m3WCU{K(7ee6GoloG9# zf1?L#HZveg3bBC%9`Nb^W)v_Su2kI3&~;GhFuprqMOy6LmCiYmc((H@ z)s$0s_R~*!Byag^v1oHlnA;RFZ@IohD5Wl_HRNC3%43p2`(N-yfypKZNFX zugrrtTFCS75IwU8L&rdU)A>au^f+D)?+`PNuH|>{*C%$4&=uT5*-z<69Y~X)`l%l~ zw9Mr&taZo`(}JtU?>+_dcj(TJh59KW0b7~#e;5A>nA|6q&|6N`2c3A#eUG$*8iAn3~zcuq2a*Sqk~~A zYHC8h;lSBl#;+1x;N-F67Ci}4zJ5m1zJmf465SI$*AUl$%g-GzzVvsnT(aBM7s}%9 zWjECssmgjaSE@g=`l;$7bhfm@i(0t{K#})iIUo!2QO@S03!ezCv(m1In_TnmCtJO* zCSH6wGOz|^hugk5JUh~FQQsp%zCvC$S~tEgYi9!J>Az^6wAHFd-l+R1iKd-Tl+L6g z-$`$;@eyy#u|&c+W@rcNLkTsFpxky>-OwRkeUkg_G!Q7?jTyu$nIrrYV5-$g>i}sg z@!B5dm@gj^J>gT7@#a{5pHrv|t5o))e|!_x||aJcc7^^ z{oe=Yk=ZPkCT`sSoz))s$#>~N0@jysQQ_77MrBEgv zLp8$soDZfviAVgSOp%Or4e5wtY8DJL%QWbuh2@$DSL{kU6Dj4zu&LEK|6p;@B#%EU z-?KPXLBkBwB^Ge8g$7alhPjvsr5L z(1X9xGDOW?{C#%(u<*Iy+~4;yJ5Iqcoy)LDi)jwTr{P!4&#p8AM-b4}XbQX8I=zm_GO z_5m|y9FqqdgXv5t1ibC-2<}i>P+Y$Eyr69Ox}PJ4P0q%FEMFf_(X6mQ(1~Q-HiXX% zQ{jg6`Z9>^U6UQeRdAyuuP;T70^Jbz=0MwGFgOz2(ykI`Z_fQ2JZVDA2(sd0kC{Z5 z@zst7gstPgt>q4b+u4#&*R)UR-p$Zmw2$9Z)Yy15b@w$0S1A;Z+=09cRz$j1KOg}k ztj)0wd(T~TPjuXg9+??IKYv}nsC7MtL6F=uI?JL%1bJWnn9!8wpGgcYLo`G#($(+| z6-2{-@nss6s)0NH;a$nUTKIAOkF57n`;@PSW`|6|YEtH*#c3YZce42}iu#g4d@K~U zv^Mry!Y=hotWel~U>CA~t&kz=#d$Hz{W`r%{~gT=o7am=!mDPJq!WG`Y!f%bp2809v!?E)zfey zeS~?x))?;Y=I?jq{P{IMNrGLs&hw7+mTrKdu4Hnq5L76ih?IC-95>EK`9`iqDqRBC zT#aU@#kbB<;e(Ga5&#o>&R5e*r?@$07-DDq!mFyccjB#u(1>;sL8SmCBK{4bvgz98 zO4V7(DWp~;VlF0MC~DiYEP&%eP#ou{dAmcveC5#5s2!y8g>8&dTtN0LYcfN%-M`-7 z&aas{gAW9v(6RM`Lo@9f=gxWOgi3c%+xFn8o5MV)SuUyO0CMde%iceu?k?qY_5J+! z-(PHi5c)xbQOR-|P?>5qY>APC@|3v+``#nDT>zGnrecTn3A#f;<_&JZii@9m)V56g^yK_AP zCzwe=Hh(`AZ_f02lVI&CTmSp{vA;(0$=zBvKf)Qs52RQKF&nbHY@uB+$TqCGbE3j= zX2tb-sh5;-mKg%=xTN!$A_o)#*EY%OBYEgWB@c#4OMkLT`@$tytdn%+yWI|D%N@i% z6PK9G-bpmTzT`Z?z`DKqke?u@3=0^?^YhR27VDgV&(NkN5Kvy7Y_qN0HHp{V*vo|D-(hGTRVbEZF0fMV_WhNXV88{{%*SQ z1;(QIhc_Dkl+i}{30CiRHxBe0jJ%c{6oBNK6&XQi_8aJg+b>hT;)>yUH$@Xt<@~ug zu_wu5{4|GMk$;vD(9mmp6yP!Go@nc>%dr!7Isz`Sdh}2FoxH(=JxwG3{c&@u2*+5c zk%CL6{| z;#nA#P}_L$zeyxw=M6E;X|{YBd-zEJ6^x`aD#xt}h<$fQ$(DZ!VeYudn_EmkYTnRg z5Ns!IMvaU-x&DA}b}w})Rdi19Jc}GRFG33$lqc+#st zNBDE4O~E+JW0{W+mh{C;W7=>9vJjLjq2ZiYtb$I;A8<*7MvBJruE{fw$vGj}S}NST zlYet3okmv)GFK4j)~bp>!#RWhF;r7X3jY!hOf(BsgV*1W)7tgtSn>*0JKVE%<`^?< zJKc#|7M-L>;Z*v(_xNYzH)0-FQgjXfo)_sL z&mvIepQS%F2zr~Eec}{sTO(&zS4pwz!9Jbcx4L;-MOGuej{(!J6+Kr=^=;+ad_2HO zo1cL4#u(QNmv)Px&retk8dh+`MJUB{%vE>gR%2d2qvZeT`iC4jPkvnPq+J04RSM^x zuvZnX<5vnc;)X-H9vP2<+zcRbV~dUQlX35_narNm~1=qYO8_4zsQWp2iKoj~P0-m^V->R=U$Lc|SNQavd zW)sOoNIdi0)%{@WChjby|Me=6QWjwFYG=3}1*wb||{2Ancz7fvpBOnEv%t>1d8BPU0CH>+Z^E zS$y8C;DN~JTw496tcR*9q;-(m?=V<)&q)Ttb*c5c`@;CfM&bO?3(AFuA3s@*+#Bv_ zVa59^Qwt4C$!Efh*dfQPw+Z7T5~=D~_xdxG%C@;K#WdgN<)rbpcp0|W)bz4EHTuN> zbNh`#_OAu3#ML~JhUGnoU7SQ2EJT!SO|DObn9E6$PHUwX%8409DnuQ_dT0)Q$E62R za^|7u=DBxG)&H7P2Yw8%M1*BRMQv_RV{;UlgIQvjQwNd9sR2q1T2wPU63E}#)e@yw zy_z0lds>PY%5Aah;8ZXN`;dmL>?ycgELs?u9 z`H3?zn1dOCam)XAgfJVqc-HlsHJKR8b!VS%%yc_WX~}cwJd*8z2;)NK%dv&6rX8@j z547#0%xBWKc~nUJ%ZSA}DaAJLtv4%Mv-;8}r0}|6aV$Q8e8P9FCGK^u{zEaTtffbc zcrFSAb*X~J?o*_Kqf#MPZv-Sb+a#H356xzvOeQT~YW63cFDsh<@KgT4^0J*j+inP* zUT(#UYag|`9XkY11eM>;r>n}t>Z728Pr$pQf%L04%<+ATq(^%eekcE3`w*+Ipy<^l_8J4jYmd{udKdo&vE7Q-p)pmH3^c&1 z$!U$TX1Z0W!}L*;NnB^;=$JDw73#3FYmt*BiGzpeyPo;@og91bl!@B2yzIm_pYg@? zEjQU?dUNX(+axe{_Ivbe*J2P>exR!n(zAjNJ!B>}xJG=x?`nh`D%12@w zkuE@k1!g%aUX>*{^qBM$*QMcSDw1g+ban&(zFVEdwTlhe>K7qbYbxpXrP_E#k`6*j zuW5JW&L>lT5Ae;$yCgk`RY%uG-&f$HsIk#cdtQydKeV?$rjRap?|WPP3nU~i*U~eE zi%lGiN^YZtY&BHFi3UOUj>QG~k$L-U)68uIGwb(^6(q<)dI_>7wofB%$<+{oiC-1Y z(5%#oL+{Y?&-bqBfD`E9t|+lF&HW468<1(krMR;dz`p~;&qMp(% z0_YaUFppQEul|~9*2@NJ%a;zCoWa*$pMdOJ6_5JUKo#U&v*J2CM&dJ2dpn0e#o-=N z)ty1p0i&nS(M#g&!>^=Pde?r-Z*tkF;}NY_-^O%AocFnu*nW7oFBJTEb80k(lu$Q}-2XL_*|Bp5ese(!oXe6h}i6U^kJFL?nP0P&t>G1Io5|GyhALGOvvS}>4>iJwp3mh za!=#$q*T^ZC5x-m$yOvxT_hA&D*n1U^MjfWQWLs^T|Dr|drQnXtH7{5A*=6Vw_sjt z>KP8{dw!RzQ=KE}nk;73_NLsvbCg;dGi*fXxtR0eWOIGy3qh|VO}+FP_p=!ROk4Eq zN|B$gaE@_mYc)m8DqrHEg&iYZWCb-aqx_^D`CRByha^taIP2QofV|^z+BG}*Z?!W& zJ@`hbmYzs${x&{?5)m<1vA2H0+7Bv{u!^Wqa++6@^S$TqN)#SVHbo|{Aayd*xS9kr zxiL&7TRV#xO*XnugXw%EGrk!mVt=SfWq3?XT)#cZ=$F9_wl=eryVa|L;(x*w{s@IH zb=I6FMmMvT?1Q`9a@fAnEH-mv9;|}M`XN7v=dhDe7=Ik-yQ5AHc#+@@FKi3J^{3_n z1oP+H;z7tYD338svTsYC6#s9>eu$_^*42G?Oz@0wJpb#;RR;M{2=O-)67+$VN{q0$ zEX?E(c027HOoz_s8X;PKB+;oQcnKo8KT`oOf;+!iY%`g9VBY$9-jD!WxdMrt6{T!BIL2Dr@xR6`mc_(lS%f@i)hOi&GpublDZ$ zjDYTSw?af7eXuA2#eWna1F?Z*mmwHD#qRs+Y@x})ky+V~&&L6+;Vw$Z_vEp|j+0%i z%he-SszX~tUc4a{tN1Ay2_uPIB6jvP z0jB+*0Qqu$Y;AHctVQSae~*FuMcXp(0l{WD>iA!SlBkULj(~*tcS8IantGMb!>Jw8 z<~n!}R9Oin3y@p{0C)JQn`#<(dHnFL48N1O10l0|Iln+of}KnFQY93FuSgeymY=#>Cu zJI)V0JYbvgU+W6K(}V~f}l8^PGqgn+(ZCY4|;>5yr(d9jNz7`vCsm<)G= z?10m{{a~zEMug)Y7pDYnMdi80-mYl8l9+uD)BfQ4wXJiz5WQzp!nN;6rS*$XWYa6~@k6lT~(N{0UBk;Qh{imU9q z|D>&(koF%bQeaOYByoz$!>xx}dtod1T~_z#j=ICmX~TmL0+0Q?n4cy}4inJUoTHBL zHm1R3@X4Wj82%3YsCqrJ`G*Ylo{z@Ci_)MQp^10XgYV88+}?*lbZt<+he1J!rbP&+ zqoDP{ZkKSxMimu{V+$kuQQ?1myZuV5@`9$~TtvR2}*wWSi*U{E0Bi!5p zMGLIQ1^0}NRt9OKQw2mF#SBdelO0+-4L>xV<=bMMNm8 zdEJBP^#|4ZxpMUnN<@C@7~|FMXY!rrJiR)9jVb$Zf?$eGBFG+d>u-xFqQDwc@C~Lc zTO7}nDdBn5ll}cuKPlT23ZJmOrIlsb;Zgr5EN_;KcSz1h_b|;>zP0&&Z}jF2bqoGm zc9F8gAJypq>{BmmAYt)BPwHj8JyFsBcB2?Xl?RL5-yR+~)11V^G;6wQXX*2!=Wr(@ z+xVmWp2j?_rzoWee3#ZHYI-p>=QPJ+u$(SR2SW%N2;xi%`FnKil-D!%yv!!Vx{d0K z;*wrHbA2pe{<{n7bkq{xXGHVhTvH${u5kB*HlmV#m8L{|3)(znHJM5Rh!**qVe_#3}AMx23{TJ^MZXB_K}f%>n|p7h?je!hG-yWWtkG4e7V zWlg6NblGN4%&Q^HlhT9a0sPWUnXLsmg~NLNl-_m`;#v(DPs+bByyvdprL!sATjhv) zdHXsg%Rdsxh1A{!(0*rGqa=4uJB!Y=UI9rebz)bE7Jna`ijaB#WnffFu@5EwVpW%T zVJXM~J;tl>p4^*Wr#7-$IQbPKF z6l8_t@wSiB)cCqAWy0;R+8$AskqvKNU$k+zBNWCg@gwFMl{n82tI_(Y zgZrrYaFS!GuC6jp)kZ_$3!i`=Mww9>(lG5kR~=K-X+_{up3gLsv_62k@du9~$c;O3 zduhDh4g#7R4i31|b>g8$f(lgBqd&XPJUs+k@p8oiuC0C11q5NPlX$?zg4!d7cG~10 zg65pwE-ZYaV>D{;*PA4z3zdk8vEFif*k`oy>=G$6Ro8hjFP-P5XPKZfP9^1A_^OeTYC8lnpEt&?z5Fauj& zRA~HIi%BX)ko}zut6k){fFNYN3lxGR6LtgPt)R$kB207EwCY+D77A$sOu{M_T>o?_ zKCsog$r5YmuH3hzhb^>I$T?gD=GJ+UbZBTda_uhKYZ0^FJRLi0Nlr~Ao8>BLouu1f znfQ}dfh#2y9!4YN=JH(T2d)%lAj$&0z+umK+-n`8>6}Y4-%^_jO)QM(#C{gQ!2hz7 zpa_nlNn-bxoRHv%%V8wf^`j)}IkXJfBS%ZUav4WDhS;oD*`T4WT+C8^BJ#Z0>@UMi z+YRBq4tBU5sBFG_JbI`d7%mvX($v^Z15M4zsg5ZdBIyl(pt=FKR~^h+i`;qBfkIo(E(W)Q4%2R*v5?^O%dLbq9qhB^cL~l<*I_zlU3*P$VFB-f3yo-_VB z8SfmEmN0*pP@C=Y`P0KlsTCy@eIdhND}iMSfB8g^ldpBqVyD7eH(&*+vSbXgKxdKl zm)byE1&u3XTCqdUBjhbs%5X}=q%3c-K@$lK6GrU zeonIPa>J)^)uz5rgfr7B{lFk?v^HDl^gG%ruhcIs%CTC%vgRkThz0e98TV3UEh7TS z5q;5+XJ^2rOk67YCNpKcn(uEq$9Re2J?z7WagrfKbU+-#&(kj~u^^nrE)!d?Q=01e z`UQzv_0xM$ZYRF2B;h=hvfFwm&+SL(O#(wB+*7x2C-O!M$(`~M61xd?GRZ4;$7GRO zFzUmr{Xuyf|0xW#aed0!TE7heY!SR-g*1A~&Bky(o2#4w z#foYUo?b$Rt@#A(wkixat@7fJL_`A);{u@h?f;tbR&OT7WV$NljD&wVM3P7Zkid30 zo7+sfRp+8W|MB*;ko8niZ3$5G80U;$$Tcb8%y>#?rdll?8~hBMU3!2y2-okf1;j@5 z(Od>p+c(8-oTGH9LG#Dr|JOuL-!&i7$lr?^tDgr~sXMBAt{R!x7%sfle=vT#4X4&) zDmH5^KHE0ct2Z@kin~gtm+W)TnY_Wtmq!lH^Hm>y9TkGG{PGez3cSALy5C1azJ4zyb+X_uKBjlXG?@`HF)6 z#m#W#a*DOO_NM*l<$3LG((>LHDY|_|-MoGIQ`XA&&nOkMhXb@O(s#%Y;4O!<0O0Ty zDyEfNWEj4){3ej&Unv}W57OMAE@fa z83U{qR9%myTq(d(@tz!1sREqg5?ts3puxwQTF$}0KSRExz)87O!%AO1dg!08;aj)mWJBB@z<8o9UT zGw`<|M&)WC?%SIrSK)%bxc0lei-$}oO&?}CHbyPrn&(nHx0cCrtO)3ew_u){C>|3e z0}{uTM0Q)+n?ep#1zqtrpu2F)d8SM)lHFw*Dq_+?X=;Q2x6%dMR%=tpWHRyeo)0Q7 zHnUUoXe7rYp1ppMz+W;;`dK`CJ8;MI6MeDTXF0A-pV&g_V`G!oIGAT`#%eKHsl&`U z7FzlbK3X;MQqar>>a8CBUMO6lh@(_!ODR_o_A@7HSzUum*#8En%P&fxL> zgWYIYIz`Z8#sjw`gu&5xbQf|iigdzw#<^Ej0`M6R{4SJW4%3@*m*bm=hOC1>QST5J zk3GibUL{v@ewv@Jv|9hq`%X-_DDTkv+^8a&$(4C~qPw2pS_Z@0Jw9cB zQGIDPQmjILGNJBK$&|griAmVD=1i70J>5)~aS-6kw^g3b>uhdy8|Kgn2#}23CdnP4 z>DTNPPt>5+2akvP81Qz$16A_AO;Rb?Nt?;p5Dc~MBm#nj6u=Z}(V|x1rs<}fi63^^ z{xccg6l3tg^c~xf$-aj`i9DHua}?I{j}7hwzV<?Z4q&m*lt?#2%}^C8r2j{EcCh z58IU3KdB)O6;^_+bJPSbO&6janf*Xg?NNx!-9O}luFNF29Vz;2f6MMcC9)zDVDzm5 zG2}(>N63@084#WTtO-xkIkz30=EewlBJy!KekV!oAf1Oca!S$J4q3xo2QBS zWX3!XkWeA{Li%!2Bw$CQh#{VSh^7ADv9~VX#VJ_n(|m{LcgQt@C@Pr{ii0hqW8k2x zlIL05Cm9dw;baFcOyi^g-@Ua_?zqb_HdWh$XM0}}pT5nVr?C|)EM9rcue&S+IvWt= zHvB?Ly4nyd{)2|(IfZa*AxT75#a-mtGXFqXL1t3d7SsrZ#4Mpus(C_@*;Y|PSx1OT zys7LSJm^nNb46JAG+0G!^LpY;%r*jiJvGhyEX`W192b~hCM0Rh5U^x-NJKp2$gceA zU&)^3Uh!fQ+DG+{L+{B5ELqCD*Wm|4rwW^7$g;3wqOn(fdyWBKGrWQ?q0%Q+7_NmY zlQtw=^@Jrgm(a$B(uNrs9;@)dE%9Xxg0q$-G1uMD2BIr~firVFKtV2*f4-F&zQovg z81(Y{AcvugWu{vBe!yWV0hU$bG-n^OyI^;eW$@;wqo<7&77B;h~3tw5CqG zpBR@~xo&v)A-gqD0TUX>H*`U}rf))g;hW{a)3XzRUoUr@Wgz3KnHw6uutm7-@GcSJ zLZ;|ZALim)VH_k6CkyfvhQp&0A;{LEkfYqES_`&x9cf+8V)^G_CLhnF5$ zHF=6f`&B&ES5xn>r(|>mwHNJ}{)VvmkLz=r$e}!)?}iRcS0qoQeORJM^@(&Ydp{mM z>|i30{|%ER7(BsNq$xZzeTTolyoT?8h;^YcI|Fudo9$W0zBfeGFOdl5A!u&6qIM%c zZeOP8HFbmUSTJ2Qu}uXEL1X_Khx9T8F?ITj;XpQwv>@~j&Y2)(jTWKxODdI9N7LAd zms4ViPL+W4QR7f83J!hF>?7gAff|y=9~dkS>mZ7km_EEgF1*t>*=ICq=W+2z7rh zliO zN^0pCRs3a=P>dWCvK#wa>bwGfhlKS&{-F%tUbgl+`QSP^?oooHvumO4PU}k|ApHvc zUU%w$g&`8EJ!yzK=d~Oj7O|aZ(HHX6YR>s`8sICCW_D?pmmrsa zX%iEtN+gz-@RGBdB{{Cw6kj>-b)12NMupaC00(zG5SKK=8hGjJH<0D!d@Jd`?2@$+ z*Sg4=pcqNFju;#%Jo1k=wXuXc3^+`^ki;ZWlzqL?n?1Rq~9Wa4fFB@+t#c&8| zjI}Vr`LH6;mL*pCrFQ7EIi{x`ZVcUA)TnG5CVHUSJ8NPaE%Z%t;;oF|Bjk)myzPJN z55ozkWuJ*vmUomJSZ%C8{A=_YF~Ip%rF4eA>(gfAW6v5A_19qt)?&2gJd z^gVjsm=K#A~;iDjk{8#+N16XIt`)>7c1 z;)Lv;+p+Uipb0OZTSx^5vnzZ@1%9-8_tS{v@q53rhoHzm%qU~Q$LT>|w)0w1hj1$V zJ44?0sa8WJcFFwkPjDtXiLZH&&D_7EH}2~!L>eq7x)DF6^sNxss?)@>v!hopC0GgH zPK>9_;AF_dks7M;(d}Jaq>>hdKOJ~Gd2WB*b>MtUq!Pc zdg2W`blg>J=TrKLaiA$+xVDRwf*e;yS7FO9Zjf$)xt3n;TT z4-$Kj!+5w-dB?3?ihc`tzW;G%59+@GLY@5`_qOs{@s2)g{uH3N z-e4#ot{$x9#z)cxIhfI8q*WHHcMu3*E-B1=Gu|<)mlO;gzL-F}@BC8~-RRV!?7=7o zMm8YUT>&Uqv4rtGNRV~}1Y%v8m0l2_bRhYl&kk2Wp%#%^#o^~W7O;wFuO=ZKu$>V+ zU|?4Wf!bxvb|6Ku*#KJ^3_ARm4cuw&x@75J{@*ASy--nIfjgvGdzLkZx&Q7Qx)b1v z{+mJKMtXM=12BVH{%!{80R!8&xE|z56mzrA604YH{oa` z^I^2H<_>2pm{bqEY3GFDUc{e1JjljI8##VMhcQW8j`keCsivH#Vr%SsgOM=98`@qR z0+z1PZ)MRR3DSX6qa_jT)E>}J5&95>ZBl#pM0uyZ4d7P6p31HxSHv73z7q#|U`IKb z$@qc=zfHuI^}r+8KBih}bG}z$kvw>!Kt77AIiVF>>SfC#Uvi0ah)M0sEaS+=K9}&9 z8>NrQ$?kt&8I9n6ORt{PVY!*7`GtasIZ$CI-jI#I&IGO*(Z)2#sJRR`o5+O*67?$O zc2)aqFE1+$gkGy{7w;Xd(L9}vX=A`+_)e?Wiim2{c*N<4Bmy^fYVDm*5fiFj~zIk^w_2n|X;9w|~FAJ>6Coo0as85Oq zt=_yEz^O{DCkKiHzPq^k6hc?6k?+gU0*gL@O>W15y^FM0L%fTzf9LO)6*{%Av*gJL zSgU)Y5Fb0c@;h{URP-r&ROfIme*jGQi(v=Jv~wMPpHvLtE1asHD920K7QOVaZ=-;F z`GFwD^+FW!H;vqdklJNee>aV?myv$-75{5GIMGHW!Bhp`kUn@vNh?J6f6cT(3DZ5H zxj&zBn*05xe> zw09Y>%P*2D2YjjCkMcE!t%`4knOd~3O)(MX&aM9NpP>88@mQsw`uSj5HjA;K-H1J% zEZ&*DJ~1Z+E^i3sdDVEKc>ZS>V>wGcl?kglF7lc8?&_ipDgWA@I*jDoyR0v8%M#hZ zYcx`;2GgY{UkuRwLBPD&tv)j>w#lgk2qcNk_Dyc_g)54Z&6uB}hJNguXs7*U-CH1) z?fQdQ_|+XeNI6wR2~xzKXMzXz!R5VpvWS|}Fe+-@uq2wThDhuW zJ-kxG)o}Ji1!3!%C`-2qnYfg_~j5{K^_0Q$|vqEXAa7_uYBNl`# zTppC$5y;YT2P`K6G&$91GM_@xgK=njma`irW9n(hPx7ykOvsw({8CYV`^Yd48$NJw z)Troan9;ER>@SkvX>83l#Dc<)_~>uHnC-P^;t)*Ql@|lknet~Xx#>(0&7g>QvxE6BNo}eUZ{{A(d8LqOqZNOZp6zOE?ST{#n>IE1tzl90Dnxzd6!Ri+#5tB*m&FY zZ0w>zE10XhFmr#xV;yKy9QOy&3*HqB@r7`1hCd2+_>VPN7HAz*hoB!*N?X=1Q79gGJHAxc%sof*CVS z`0&DR8VL685>-ajk6M9BhUfN~S@yG$;`&iNNt>4#vKkW?;q(A`{j!nE5@t)_+(G!i zw&Je6P&4@Ba-#|waTh2sdM+ww;KXl}n0u7ezd@>yb2*c(4`kEou+ z@6~PhaH=rgMt#ZoYcD10Ta3{d8gX8*VVy&hvyof+lnv+dYf}iTdTLg6X-?Vg7VP|i zxBD?uesVV=T-9N;hoghf1!XAZbHX<^o+_V$Lg38k$sF-DhT5#1dgTydYtMCOXXryv zh+9m1&YaMcC@r!73Z$_yw)U3a09Gd|eE=0cB(>;8xeXpIiupGuH_y->-&S=PW?Jmy zzmE725+_`bYx)>_;ub%KXLs71q)Flp&z8o2BjW!XQJ6Pi=FfuWTS;XLh~|K>>Y)>+ z*JmJronx<;KxoQ3o}plIaw(0{d@=BRcM+D*EK$js7jCoWWRrTbkH4$5dEn?nvGwEL zO?Dt_<1Ok>(8ae;KGtT6!?&Z3?OlI@YRjq%&tlj1Z}`wdX?~+)6KlPh5+A)Jkm`UD zoOnoWJglSAA}{>cyS;uN1Mj)#oQ_CTo{C$8Xym!rn*TD#Ewzeu$#(5s2>^kTbxBg~ zf9s|~?&+(H@jG`vxQuP2tgv$C3I|#4!R%d$T~Q7{S@3VRyo-G^=2w->%L|5i87Gbs z4BJOJ5&q%vAEJCNX>~INEhuNdO}N~k@Ov*B*p?xBQq?!R!RB7`@y>ty^VV;wsbfz( zbh}!)5;NBSc+3A@wlePEI_R^ezc!A${z0`ty7vgp zMAEnaU%F8ZGjT`aF?QZBkpoz>lNw71_vRBtl-rWK_u^^$lRQtf2V55fK7Hdu%uK69 zvP$-^x+;%C70xjf4PD)4n0Gx*#~w%xhKv7hwzn*b9(-m*!<`Ae{3GyVqT4coi$Lbd zI%v0itl1EYNJv^rZP*d?AjISg5ZXENuP=XE6L!d!_G44aVt`uvYX%fa$W960)Uq6~ z_>wh%BS$V$GFzLIB!Ht>;$&I1+%inn>GY+Wp}B?1?Jd>$CZb8Km%~ZgAd}7t0sE7& z@YWznnTb1a$czD1ber6d${&p9DHz43825u)FsYY`JP#V8*f#^6`lL5e&Ru` zY=tNafz1gunVPz-@}+`EJ=!iJLM9x~LQI;yMBWaoJay(HxLiHC+D;%kx|XW9x*UDF zD$#2t{%1IplE<1~QDWxnRSDm~70ZSCZ0v^%$8d2#IVuhGms(zN#Q!Jp3@txW_V@;N zHgWio=fo+!LTkOFHOX1#KA!uV_^RK-vZ1S^0vc(2MQ|+EJ@><4#@(}RuFZ>&NB3^f zqGUq{YH_{|XRh;P4wgaD#N3@mti+`M8o?e(&|#fRFQpAXk(mO@;?~%7x$S>5$sV0i zN7Ul^Z3uo(<1+u10mxjyb;=exD`U9`ujYb00=TisG=TS#LQJfo`Gdc;CnczOlp{;} zhyGGnOs?Rk;H}|{>ptc6+==3}wdu=0F}zubUVVsu;sa=EC1(}&US*GN^O`*gd5bz0 zGg8&?1Z}g4t?VhkDx~e!7B=7~Qe)n*F~sM`zWnHbv+aPxBf=W)h~~>Cdqmc8D8&b` zr$=%hOKE2BiTh#fv)V0M|9AcJZOKa{ySuf%PU!DrDqHtlr4AmBeeB`k zuS(micd`3$gv%SylfVW0HF@?FGs3_p|H+MM4cA@~X-ezmbIiDwZ>o5s((MFQ66%qA zG;*#7*K>1c?q4<(rnM*M|2XP*tgq(@^Iavr{rW1w5v%ys(vA^g_xkOg?Pp)x++PQ~ zsb03?)3YB(Hw^jeNGH$S8=>LX5xxj+ZFNK>k=UiqYi>~!Xu$nia^?@G-|dX2@C{Uc z^6aRqIp-9hh{P(rK9f&qrEP4sceE%{H}>F7KCrTht{WVF0S*XQ{mST>ON1U>&G$VE zrJavjEsbUuW)nycs;VjQOxQBV8er8j>(i(L+(TbVQw2oNas@GuOctO065lYc|6p8h zM4Z3pVPBlL(&@#sh&XLX5!0QN5(5Dg=A2}8>wnsIUf#$J6Zm6UWG-x90Z_itAKDeJ z?OiQp8a}UYy!=`0g{J35+X`Zc+unt6F1}`$Bh)wbS4@IOsSqdK+80cUg@tE!Pz#W*Jr}3TU9^jy$c5a!Xr3+ zg%H>(IFv%oz&-D-{8(95;gkipy^@DOK|M;0uS!%vj=>qDbJ&@&-w`4p>zad&lL>M| zc0n5*1hSB9=haOCOu7&TzmdYjfOIu}MT-%+3bOhw6Qq< zuYn2_4T*0Hb$5|vf{A|;2AWydv&R9KXNtu^(=g$+&ysc^gz_)KI$xdOo^nvQRTAsr z01@|)Id*&I(ySn6&osm0opXjP>E~ zVvVXpB=dU3uDUsv=il9byHBe=v`E&cIahJJ-|j|*Far|eg1_Us<87P7Il7o9P)HVQ zD!BfeCl*I$j$PJOV5yuwVSeDY5`MFL^wZJFU(TVshe%9=T!l!5FYq z32_N^&fs*#J9cpSu4Jv4?WT6FW$@bkVD9Ww!Rc4l*KwCq(86H+TW2;PP}15~!R(XO zK#q!ItMufp0{rCyDp#%!ylenJi`srx3&VXeUV<`9N8o)M|Lyg{s&S$Bz!XwI|M;HV$3!P`*i7bF8%x6Kh`Q{q&9I=Tt{4kK^8uW)l!8)=Mh93q`MI zVejNrq(EEMn3B;gdYs2G>MSo=@EBva{$u^3-x>`XN{GGlj{^!v>NO3vQbikJ4bo#L zDdkrQn${7JD|8t@l3(SIPvh!aRU49IFsHLpuR(PB1`!@F# zxkQ2o;~MSm(;bCk#X+)!ZOBA7`Bb-F-htVSCCxbvo6_%*fra^g4|&d@zF2;K$X!Me zy(?5NrDwWcp!TT5Ixt-~Mg~`(x82*F{T>j7mBA&K-g5=WvZO6k#eZa1iKmB*+W=3+ zeAgoLY0~}7THoET{B@Q=WrOPGn65oBDP(nCTuAOLxu~(bng=3GcyG3ebt%jhj-~uI z=w%ESEOc0Iw3!PV%H17H(_ptGM$LcAbeoMENozmYTpLQ^SF>o17QrcKylZtRI6uKM zmOz!3T5}(@Y#SyL$5m_MIg6W#E8B^~>~wJvKlfLShC9`Ph3&PFFDO$r2%cIYNNN}u zqcly?A$n(wY(4;mZ%uJm=-6=*8Z{}vaO&)p)Z5kTtSQ6M!?Y82`&ImTNd?Nl0oDrh z8AO)KOHcl2;0o1cZ_B&Vm;Z;SvyO}6|H8eJE4k9J zAl;pU?0s;ck%~H}G2Hi+VcgIrFNG%w2-r;+H_x^Y0vorfzXGUiCoacEz z^Hl;6v3F=YvngF1oS)vac7VVvc_pvzrgN9MOGuxh0AN=-GdkrZY$FV0w?eVvQbt{1 z33BTPge9qn?+y?|EQvxfzJ17VIwtU)z8^1cOyCA9q||fT-YKmO5P~d~{7$%%ShpCp z*|5Er&nCA2Nvz%ibc!(WLyLYh2<10J?Y7PSlLoKOPyoEk74?+;>j?gh7j6E}b&eIw ztW4r^f^)oXCXfQ0?xP=OK~S#dQ8T)g-Lb;+e^ejUz+I%JjVr#(pu|#9t_VYl5F0v! z%h?<%dGSQ5U+5wGG3n?F%`bkH8#$cth*dWAzZepYd>i_1#U)NPSsz@#a!nOE(9nQj z{8amUTNIpN>{z49XR|TnL-Qhi-ZIa6__N1}l-TjtKDnV3-JPGo?@WfHa*}<(J0b6W z4n=)SW=B7LO+w#~&r~dCp-8$rTi?P0j0W5sGHP8OlI;%5` zTK(IxnaUYVA1GBO(grLt>`>WOF(Ko^j3rWxm1CybothznzS$0*btcXvj)bvPmeTXE z;B(R#GN;cnybatq^-r{V&G{LlD*`O?kuE?hm&JW~jTFOZ_p#Ia*B8?!TC8R54}%ls zO1(Q+-u6VGWz?}o^7#5D)UU)B!&7nZ&rYD>h$g36VT%x9@3 z3jmCaW$?LTi1#QeFc2t4BH!A9GjVA_C@YZ_4fnG(v;rX?f+~y- z)mti-U)vnlXgpPLO5_l=$}cWS%&dm~U3&AI&*}-k6CY|XYmId6O0303NBxz2#~*Gq zq*U`y$;J6U89^HVvH$f$@DjklILJVO%s&--D)m z|LPu&ocw#a`({`UijvCFD3@RegHU**79Q|oCI3R&I~oUX5;@pAaR!Xmf0OF?(BPIr z-|4+|)ge_tupj8*t7Z&xfk`)4iktP+M^b+%(8U`E6V7{THNVP`M{)kO z;_qbV4ZCZlc4JhC{(f(dwaoISD5Y=e@4#`t<9w1q`G#Ao5ahcPh=}9Q!)>J165uzm zK#{CczcUfv&|L*&dT6E9@{nl>*uHCGM!y{U6R4bNX?>YLXG|rdn?OaPS(S}vOpu}_ zMY(d2KuETWB<3*2`%h0$1*kQj6NiX`GE+t($z> zNEY|*U6)7;$fhP0r=>$UStV^bv}w<>+|b5Tlya9&S_5t1S(dRM62_o*G{W&B7~9#n zaJ5)eGqU0xO65yjX$0`Sp=)`u!8vMxQ_9IZ13u>O_ z^atk+H*QbkqbjCFhZ>j#_?aywWnX^aeU<=X06RvFU&xfcoc zL}BYki)LHi-;0J>ujTAnOYXi1{_eX7d%D;P_|Ocog4+~J9B(&c3Cz}PvwS?AHWle2 zr{7I;4LE&HC21+Xyp$MeM0FRW4o}m%4vK|7vOFeqNe^y3mhggcL38DA{Ha@6jgvuA z=5LnE89rLQ4EpSy5JWDdZlUh|BHDOsIQ2|(`VSRG$`c7l01C4!*MLPrWW1_7_Ctr& z3gb+F)tNo+k;yF|8o^w^W$9?AT<;_ZHMuw7dKVIEObLn0_JC`1;f5kp;sB12gPmh@ z1W?{uBuV~P;>X=SHJ(Rdc5@*!31XQBNy1Mn>d$I-@F-_#^NNcJY~5U7ZV#7olNT=? zDA0yd%+l({tRR+f+TW?cfT>BknK~{AEuj-PX*)%lU*-aEeCu0UU}3s*g;$r=Vi`9A zPEJ)2v%3pfV;s=G`l}Sj>bUrL;V*M3wCC${_y$>%Xca1McT z^gh5ST%_3(cI%Tq@@Mv2^qcw+f?xw^{S7L*LRf`g@|9b4iR_DLI_QZ11n3a0%0i8| z4CQVGh{FP8?OerPYUWH$=Pk3<2x;8#yC$hz{ClDf2)dnf{d-j3hLae{J*xKpG+t_m;?= zFqpnvI-)jHS{}FT{-Nvw8`S9`KML8buaXo=_bCY32K;mqrtj`W`nB7yiLY|~ zRPCO87OK~aLyejvTUIA*+3hMB5mjgZ<4uC7>C*N28jas`(DyvyUQbjDA8Ash37hq- zqAenzOKn=yZPm)Fpj3gSQ2B zjIm=?)PL+7)Hg;pCVQoFBQa)WDMXtw>b5v0Fh31m{hKk!`(;iVH8Oc$Dj|R)$vP>P zpTR&OHR5qSizYtYFGaX{lz#alj}#1G>z=zW>C7~}jRZi>k-}kr0C{qwG@$Xwg1%Dw zXTsw|jT%?6rSu0t6TFNt7(mm6j?fIzYFUqXJ2e*DByK-vt=;kar1_`gPdi@=0`lNqmw)s-R7gKkzn<;h3miQg(^`M(#{I*p^X zd;OkXGIC373qfYbM&8!bCOppX6a>mtDlM~plmY;>b~2I24`id=B}G7x(hp4gJ7Sr1 zr!{%=w}dBj<^N&Un%_J{4`>nmJ6xpX!Kt0>SfoBWWzWmvwxfEzl!k7cqBmW;RPfC3 z1vP2~^%PJ>)#o5BGl~OcT4pDUCnuDHKHMm}$7tQsdX!K#g=~@#mjRGB*op&D)1w18 z)n?$E+-JI&B7DkGd8OiCsQ3Jhg+XqyDj=@RwKe5i7FhJt*vVMP+7ebb*}TC2 z{2HI;RX~`wlKelh^t_2wmr=Wv<;`N_JUacQ7U!asG$Vmh;B&bwv$&}K1tqbsHVfkQ zeN!YVaJP8@L1p#O#C`J1m#gU?k_5j?ss`@xM0nh@$NZws+d(k7eN}0ok3JLJLIv44@((v6`%SeW%@AU%$mOF$R`2NNlD)u#!FF z*3uUvXw`$ zF`*&mDe6YOFGuz_4DA8#s+Ma;di!5ANo^K%ddhfnjiV)zJ{b06(>;V`0C~D!6nt1z zJ(w<^s2{y49XOaDi}z9vmc7y9E92>kF^-nd|E9tw)qN#0nErOy)uSC`r1rQ&~igrpdJ6RlYb7ZmkP6O~K~XU<+gCyq?OKe%PUh9`)bn z>#|ubN+=rQa2f5(E3>xU9k#J}@Buv-dgs8sk5Bn4ifmG*oB`oK5BwFKIskXGBvE2M zr3d_vycz-V+Xr<~wVme;`MngYw8pmyFUYb89K9l(9=?3^(6)>_PE?((Jpy394w?$| zS>-n5Kv{%f9FSDqnZJ045!l2uY{xKu_;ti9yxp>-ynsNGkKmX0Ipep$MfEGw;^IK1 zWVg{q#<+#N(NM_`3el^=uq>nk&Ch$Q(F9-bq)H{Zn=;?C+YJ36poL9)Z~x{lfR`oW z+3oAWNx2_0V@1)C$*ui-TGJIHK2Nu9y%j(5>_@>1kWBvMtxsQr(f%qp3og1p7kDl8 zE1$Dvl?mm0DxBoYTRTWsx-TsO^~*(k-|jTJu(iO+{Uo13917^T585;4ntg`#xOCH% zwY}?ZIy5q_ws}$kCo{5b?01a*>F+n3As}-=O_p8@2w9f_j6%NTraAD$sC`7@-~q$; zlW4s4B)Av>wUFtS{7aPrij`u07g!wijI74TC)9$b%Zmt8G(??3)_$$yP3J1<*pbc? zdb989Td|~`?f8mbWt)WYwl>iadf-~TxfT`#()VIBfYwvG1RffYzDGMY5#2k>DVi5H zn9#Gsq-4IIlw)+h7nn|jdkUNF9i07%s3M-&JfVk3&mG0A0AYCVj6rBX%55TJBdD;2 zhRHC*Qr1Dt*GXE14^1{^x^{4D`RST&&ZaDYK#+iS7ixIH`ph0@lW$fW+sLBd@d5gO z12`ZDi)3~m(*kw?@QkuziZ%WKCplc)5#Sgw&TIR>OV5*^N@qLf9;y)k&c1RiJR4XZ zzoaPAaAxJYg>DYWH7+bm!+!+4!_T~ll(y9*2)FQIOIF7SAX^8IUlFU0PLM^v#U&uU z+5UcjzEgE2Jyi~!Uf>&FU*SPqNo&3cOU@9H&E?2qW=&8UEh-&^+XIcl=vxc>t737# z+M0nNH6ro}?=j|uETz$RJZOxb+bPP*EXY6UaiJKVh10&3M7UEw$x);L-1c6(66&AO z5|BDDmc>@{BHG*f{I7ATW{@xLu!6zC23Qa}rc z%!WPlb1mSqb3xvTBQNx({jnPiJseL?>=#Os|FWiBjDK_A;ka=~)WTb~u)ld~wTK5* zG#w~*iLu^qTvT^($G@J`9B|uYl$Qz;5lqxd{cRTj2Y#Nqqp}gasOemRVGdV`LMNw( z?H5?#TFddrZuPHr>JL*CTZoiSegRgCJ6LY9_VQl4cet=OuTw<+N4$%w9l&CV$cu$z zwCzuo#c$N}aWn6LiG@vb<&8mqgu)D{wIibyUlceu+=bzU)H<$UYN{%;MVPi6ryw?& zzB^cAmOR#qeKI%{+VT76%|)3obhT^!8NIl>{E7P?)URwjdBLImDOP~9{7sM!q@1bJ z*5rJZqk9tEbBhe)RVOQVh~=M~t4FR`V8*I_5_DMApCK5w&}S26Y)FcPe$l~e(^_PO zza~D!N@8AJoTAu`4 z2_Z)kg*U$5r4h})m+chfTY4r_Hv4LjwJ&y>OB*)q;BMm(wIytm&ML~N)y&iIntpf* zhAvs|5+_40|J9hg$%QIqY$Hf1icrMn5WR?Q`1T*|7JMp$l;F&xy4_DUkh?7*FYbdTg;kxHot4?as!RQM-z zFoof64KD8xIAeCT%&QB$inF0p2=N4ioSP5`u5h)?pQrN*K>eF=L=G<)29EHW=F%-( zzsJe0=WxJfgq0I~sx1SO&NdiqvD4x_mQ}+i zvC>w#41|=*+)myAFrR>B{ZN>rwo(KDbBl2MqWw=pEn?)s!NGbl-4Qg(4kt;OCmQl7 z@fU|Ulb7`plzCUuv_6_1!z+O=w=0dx8qw`T1V#>vt06mLDL-9e^R(Fw&H;Sid#qob zjt(YQdUV8;bVIZ}AJutlvPT|y#cm?DQK+J>-bN1;boi#~Fr_4pGJkPHSmj1(Lw8ip zy=beaIt>PJr48te=W9$uJe*cijW!3>PR{R&Pf2un9qrLaUI<|fm$?OLa3-;5`3oj@ zGdG}d@Ybj-Q?r!y5X&)+AAZ+$Ko{kxMeUDe^svb&>6Xbm67Vq*uJW{rv;pGGQ3yvE zJ$6P==I)KfCCRI!!iWn1E%0D1uWVP0D_WH;H^p)d4-wF`d*OT zY=)4aR?vLcpWVr3UT2r$^RL07eFaHYOWO*ohNuJ4HNGAuG~cZU{1$iYmDifbmKFb*K|P9`)j(~H>sOXul)ZidKgD$&opoZ zB9cl|uuTA_l0^lnvC^#iit*#^fZUP6Y-|~{da>rYC`m(*J=h86)Eh6`xj=#TxEpKEA4k<@>P}xX63jX>c@Qu8ZY8J@ zrGYm#%v-(&QoF26qSZ>7A&C3!_%igm8%`WaT7AkIo#vBHy0;a`!4VLhxg+ib>cuv= z29kWw-%95zN0m$z)L31nCl9Y@K=B`sGn#>mYHfzkEfnm;Z!o!dYCqN$HC7xD6h;?= zfE=S^GN9iX1%V~0aQehrJibSWv-Sv85AJ;ZCkKv{%dYtW7H|H!Hb+G>>C4aAOP!+z zCzUnwKSjOguTdR11yD|^jm-RVI6QlSClK`ofh|`^iRFv9k<^6PgI$~WHV%uKY z9CZUcw)}&8ejqO2HHG?f+bs@dAgtx$5?HxJeItT*HA#5{&&A*HHk%F9A6efT{>M0}B`!+glrU$V%vEE0W`3nao-0z|yE}z=M<610g1zOXT3j|M zq-Bi(moVKBXb(qje6+*3Fy&`{&Y&<@yr=Yn&~_oIH*~&%&G_*3xtkoK%WwN?iV?`Rx5LR z5=a+VzRqX4n!|&+zlyA=A?43(?D$dHJ_;3xdgVJMkSjKzMirukd8A9KJEYz*Le+(r zG9vT}JB~TQ*drtK7=1nnMR$mvo8~A}8mzzNW?EkX47b%30Vbdfip`Lf84fRUMymEr z1P%~n2Rmhg9*6xU4({Ft0>Cc&#V5^Z+zK(|9V%&#F5_bIJEbO7R3mAQZePR{nb9Ox zxP9HlqB}wXX~Ld^kgKZ+0n!k1lr3hpc@x|zCuy)PY4GHmpR3;z)Hn!(fER4-e0R=c zJcwRK^Vs>?G!e3WB@9}83M@zMG;Y}@X}kQzMB>{nPpDnX85!VUQC7F~x!pW`e8441 zdx9eGR7ul_OeN}#k@6a2M;?*PVRhgHlj|;&dvM4;K10P>i$UF=TfkJsjPd_L zw=$yG$$~xd1UkHZ#{R&fo`$e~Mxli_MKIQg_D7HyMeBC#({f`ko${o6WZRF-9Q|oC ztg&#pXzEupZ=F8p&v@CbuKZ{-a9Rr$mKl$=oz4kUI*9E8g@Js98mC9Zgq3_0ggEQ& zs2~BI!U`{Y@DVqWCe?o={F#(-H)HJn7%RF^Sd~iJdK3`4=Cefqn+2eul;<;L&($@E zsOYSgUfI-55i{m?EoK`pR^PHO0iRu1$!pYu>c3^OrI-~xm8>`}%vBA_$(G#k01*mP zJPF)CRb{s$&_yb|+5St(?*Y$}8QSocQ)QBtj)Qp9nUCz(?So zrtIsIT8lKJrBgD_PwN*IRy92=qCZ~MufBL=H;LW1m9bg&eNk~xjsRYZt<5-UOYrYI zGUZc!o=B+><6y!}tTbQxG`6-*2EHwRcGEXL{=u;5qTxH9G2z~H#j*lf9wgLZ3v9|n z{yN5d2|n9T+gSW8MjNP$fV#H$d5mS}c+b3lGh85^+<)B4zHavR1G#<=H%D7s$y}k& zf^Dp-MCgG}TE@ORDoUu58fjW~|1_UCY-m3}c_xgpjQ0GH5`t3k-h_@CQN{0~l`n)g zeTi5lM^pm6&qc6;38re63BgBuX&STOlFs0~Ak;Q* zmr-+nEVf%ygG&hF8-K@75}u#()sV5fVwap-HP8)K9}STg31S-2Nm$bMdg>WEfnej& zN)Zc07K~MVAU;c2W4u@%{n>&$(0pxN9P0+AwXb$Kn1*QeOz7s??Pi*AfNuFVg>NEK zb!71c_X>c_qC2&UkL5|I;;LvCq~u!9H0eqG>baZE*5v0zqNLRFpM&r=Ht} z9;`F&EmL`F{DU{-4h70By{+UQeclB=$L{TR-=)*XyK$a;{Uemvv^@;e9Y{$g9tb2T z&#TU6oC}`>Pi>KcD6Qji#F}WFbi;y|NkJ6uW^^EZ9bybs;LlQqHz9hd_-q^A>N5)G zp90_1W-euJ!8wr?bz!jqOBz_TDw+XQ3{M33G<#_Y}88e=CwF& zvn(rw&dKgm;X|QQTY;S~$~uIGn}tNUvPqY= zgv<@ivTRH;HvKHRaKRU(2Z}v` z{?RC&%cO+T2Z}SM{!!N+Ky7uv4SvU~oRYrWkwMhAT901c3S$lrpag0njxR(|#K6>^ zFpE+6DsUs*ZUN2-Dqmbcg}1f-RXA8z_vaIFk(I zxqRC>ASJTDXAS!H=~rmVDKUT*m<)(JM?RLaWE!>!moTMktR4oOOELL}#}f7aWk{he zeP>ScPtt_CnXTd*jm<5NEZPvM$uRI-$*M^ARh;;qoJw3Za{RfP+fgAqEe6jBlhd%9 z(-G5wv`+e*6X3L1$NWtlCkBg04eTZ=DKuCl3fh9DL}#wN3J@+mhfw3w(@UzzYRiSt z$sqbY`7`{Mb7TBgmP+dsp7mf3{{^ndgwyvFL|LPT9wumW6@X_IOC3_eOizi zonhXVb7y}(qxQu?#To4T4rmzVWcFxX zZKhmWlRVnel@lV7c{TC4f%UlYX5iLVLtxXJT0`F@iDje%KlB*Y@1(u{hUdr!ie>pc z{M#a}a|9GC#G#-j&NhgV(!-ksptF$01DyJtZ28a#xuPcDUUWhUV8(GNr2cR&5zG!K z9P>LQDb(?d6{cp-!fV_90DNw*T+Ec!AECI2ackHTl&AnkiN1ftJtWEP{I^n zC!EusF503yK=ufrjy7M|#-0NN)TPZpc=N#Xq9`h{wP&wQEND0*dc+AK?>Y!Wo4cj1 zpW6DrojJ8miwl1La(AQ7Uhrzk=_9C)4u$=$<372d5@{cFAz)c#qZ{z z_QI)W0^Y1ydZy$qcm;MAhQ9+QKeGb?Cn>?dZt`{Y<$NAU>y2tH@?^pRnn+Mq@fUXk zzsE9ubSg0?oROTILjAm&H!=LjsORJIJdeQJGK)8+t^L7cHg`wX9PfUplBZ$e=d zr8)cp;^d9t1&X4$b>rlj05kMDCY-mXaR_e-_S?gAT-K2>L`m47c&hySAQr{Cclaiw=>t^ON|u ze^ISK(;k*hY6y3KBN4*lonDt5E9rborDTsqM$mG&R6|Pfw$>q9lW~&}x&pHylzzws zQ(>R4o{rzn@^6M~2*x|S`Q(bb7GynL0#7&%9ctT z4Kjn~Ta}&gwy^R{Qe*74W|Z)jurfT!#{XIU>&X}vXRZF~{iG0$(-yY47bCaYql&MD zG(}V85)v?NyPavC4$ue$dYvt27njt4m>i>F8I4p5GJGIF)Q7969AsSR!m25~1Xg&> zon(a2{jJ6F4UkcenyGV=NG|{y2?I>sKl`TyK{H~YuPB*1 z8@bZP1iTU0z_0J`aYX{4o!5Zvb!Tf*NM`guWg=3j6r-RGY-a%)mmI7S0ByX^*QGKj z&aiR>n>Z*fjeZ~`^8gSm!i^q<---KZ%Y+=q)QpqLaImDKkuQ(mlbokOHOndjs(Qku zg7L6kjit~CG+{<j{6Duo{#UKu8tk?)tXFdvI9ARW-pmdTl_gOH6P^CZC?M$>6111t6VNTX_1(&oK|V5m@bZ zyN!+V_jF!j+1msZN3-6uLLr^@C7&coU>s-4!}{=+($K zE$h~kWHEHzLMm@kD<58sqc9If`JF+xs-Dur50t(F@ffSZY_?7}TtD zW>4VqR)ZdMGleW>4oXOfMTDeaBZes!T@m% z^Z<8+?~DCuMx|d?aS<<_k!sPv*6^O<0q$18oB&L$@?BPOHV=i7s`}IkiPCJtT?I!c5?`8Q(OWc&{@%MQJtPN z@YkcQEn+WVW_|fp{L3WbPjk0(vP1V$9k6rLmrM%9y|^Q?$G0nh3@!YxG=o%>swQYz z54d3NLc)rovf|0&bKeTLCVBO+YRt(7;w<0^3!6_n+#FaI?uOcp+^lrbf#FcEXCLt` zo};}dF;$)|_J=6QZi!VM6b5?fdeJ|NnMwcbh_h(=Y*|5Mqbu)#LK>zo0t~E~pp#@C zS!T<=3g0)H|L^j5+-p;2=;Y}ZENCHA!rK6DRPkpECg~j-sPkCw4~Va{NwN7Q5ewWQ zREfp$6%n#}lc!eHTxeQq!t144Rs+X)Evp6_e3)G7<+ECd87~6(0h?XFT8Tn}eHLJX zpVZu$9-YiX8&MgF%rJ$M!}Zv1(g)Ws?^AHRrQKV^ zaa-{xT=@MJplu%MuYQK=Fla;(zW)YOYZ^{tN5QAUDE@NDAp5;8<8F02cJM6WaUNSu z9@7fz0MS!Qc=0I+$%pfgZ}OsX1LG?J#36V5q`c`z6|dqreiGeCV0tKkDpu-A6auhN zEH)8?NvrL6#ihV`v$jsT;ZYn?({Zy@S1o>gUl(iknzG&f^;ka$>U&cRzECDQ{*@6a ztoRN=?czb6F{ve+Q5qZy*?!(NMv+lcj9IP=Q$cmgUG#9(C3NKmM+ZuB{08OQkFPc5 zVOpo!vq{K;#Mles?i_(TO0z0(#}nvTOAgUlwprCg`#XxPVg{1&h1p_jl?x?}BsU=A zS!n)!GG_}P+7Qc;a%F|44bDwKa(F@glmi8Ze$S|^JLcE5s*=0rtN?0~RZOwyxz0D$ z0cWq6gY)YKt4OiTg2~WO(04vprSEsBZ@Lp&Dz`pgbAA22l~6WKO0{KoAttPf1G*Le z>bkO_jK6KxkU6Gey%J=w=6*fth|W-C&Ww%}_skj}wmjU9#0 zaAg)-sFhK0Iqgf>E{bgFD9!}WWcX_*#T>TqGn^jvKFoNH3_{Nl%fJ0{QX=*JHUPM}ObAc)51>x&kQrG`=3SR+tdN&6LO zG`4-%*Wrl!9%{aZ&L&Jw_WsB8peP8K!5u~xkbaE?*3INk;oP9+kScp{cen=HQyb&| zgt5<1xB?CdKKed(J}(FQKLbZeaHB!Hh|Nl%20|a@z;12xlQb%%ub+!rwr+QDc(mup zUErY9Y!#2SBqwADiE458trM3Jd~~U!PyLO5J8fyWO$GF9E41ECddX;tE+r(hg<-17 z6Ezgwuo(8>Q>Y?b^)Z*(I(~k+gw{RN?$r>&@FNt+u9m?8W~TB#W}ZDjs5;B>oPV!# z?wh`VJQY{YZ7Z?2gFJ0l%6wNcRrJ6zq&@wSF^&pZC9aya7I$4B>53JEVL^y?;C=I* z^osnWEVvxL^-pfy7R&_g$_5-Upj#ZkM4%IN?o0oh9|XL-xBu^c#`Y17673N9^Y#h{ z=wzlquD@UXBM0axWWhi4UIqm|v1q3@SaM%U7dFYZrTb}Bj?FK?hsr`yL;2S}-?n{1 z50)(~)GPRA%7lMiGd8Set=D6)-HD%r4^?a=X|u7=D$4>+-lZLd+TVn%n8dN#nB;fw zx@;6D#`xafU0`d;yZvAN2FxSE*hpC#K+U`=zrIK7VrIA8kq|ff;mC`f`XST8`GO%j zkTL<`3QcAQ>D)tQhr?**lEj$fsFJze4Y@CuqRD=KO!(R|jn@ zexW>NgEp$TlOAD`Z^h_;l2OaxCHX>ArmiOY_K9W2W^|8`Ge6O%r(Q7zs6cQah6&}I zJK3hrOG>B;>1=_A zBMDe*!a7r0GiO_>Keg!9vr*#8f=@rr33EUMgx<=I!j!P=0zwgsLKl14&7OFE0RmS9 zetUh|(Q)+4%q(6K*oNhpm6N+mKR*sbPBl8oK=hhr#(5i#U;1yR#>+kz`wrzy1P@7L z*QUuIV^PFG#h}?{0Ah*yrujHo6yx5B<`TPr!4C`YuDCOQeOSp1H?c4dCab0YSYi01 zvZo|>p!-woO&aaO&EHdhoSSZ(-f5kyWO=yHc5{ql5jBQh}sH0||cJte#?v&AwM(gWpyK~>yIZ_4qG@Ns)_>_PEC0OiX- zN6@m5riAC_?<+exGZ&y{bN#z4+?hG@<)Y=gVjRxq=pSeOZB0Jc&E6AmM7(Poohw*& zy?7s77Vj!*w94W$RsMseVWDMZLBy_OmR;=HS`qrArp0|{0!d1wbJ~qi z=uh-xk(gPG``LOV*cx*?Vm5HiX22@sCli-(%q+oA!T&BsPFN}PNc;fW9k<(*L9vij z?a_lQSaLo7n}YKP>&06)@eiU}I67&Z#g)u%^3i4|4#(emlLD%Y6}hb(oA{25eMJIZ zRiEsRgY8FJ4i_ghEz9|kQiEr|e|7C<8G{=$T66Cy8N=CT^t2bWBZ_)Q)s{RC{B~Va zG8Ttw%~Kq z6|$)smVV)I?HBH!WE)$h>yIj|6iV~xZzfLb;iN?aU?%GUWTrjqX_@$bq**J>=bJKb zLig^s7*Z3?j(L^Z;Pz{ZItWoaoXJU?jdTVTr)3U@4P2+e7TKxrxIz%R2ip1eV`~%L zbWEC~bhcj89mKIr}Y zgg{&A>d3C1JkHl6_RsHdkLFrZ^(ynpVvZT-zxQihO*=1a96y9-Nm#Bv42)EY=*oo+ zuo27FX`00E#|z33jY%dcvLrUwxcJ;TzPBY*>2JskCD zATE^JS+g^`ctwHb|9+xND~c3E)YcY7bHvT+T`6$17)eD3deHJh3EpmR0~I=fp)`r# zeWGcmF{VIh(b1-KpeApt#9DgDm>V?{O`YyrL3i@dKr;GtFQKzDVhbG zm}&D3P2$)1a)Gk{twY^q3heQ*@;kyvLDr-6e5K-SAEIafY0U3L^3A*;;rT6njRKW! zmrWIM>UXLqi+H_a3vinIdvyWxjf@^JcpyZTqp$5Yq@!B)bK$gr>jE36>I0Rz#$X{s zK|1!)2QR0?7W9o|T`D^EuUN;3IZtdra4Dl_K(dlm&MRLBsJtyq-CTkEwVKD$!p*g? z|EqH-P3y4zz#zm zgoc)t1rd!tyv~&?z2HzX%e8TBmZo{9@834x1=EBJ(}A*RNqliRj859^Kdw4g@$TE3 zYpR}X2Cb;I&K5TX3s$tpJp8Gq9w;7otiODs4yr~=1yR3>Up9392Q7SWTCb!nxc7rJ z8doC7V1ybg2t9;t!JXJ<058uNY!RBjDd`k;gxK`N2E=z5!3Z=G#SM9IZ#dn>?cu6PqzH2$vI{}>BU#OZinuzUB1?sy)Cln=U^ullK{at3rlJ8{1n zpH$SA+%2yohjKVHGa*g5yo2Bz99|%t@i{{(_I81@ensgZGDPFesy`3sO3g&sFYXlV z*=3JlQmj@&V@@N4Q1r;org%cM;JgkT){UOxMLPbGbL~8vXq>pWQw0k0HJsVJGH~tf^!*tCb1# zz-mYw&*=r^;MKGH=b5yPaZkT!iN2M-*?Vl0+dW3QQQt`%8{U3bdr#I<^Qj$Q(_+bH zxQNiu#mI?0xupHCpEeetML9ymBaWxYTqTvziMQOoMo5vClfrkJjA<(Z&bpP9ip8?Od5N|MzB%& z=7<(+M}I6rjGLKpLB|(g-p#|q%h6BHw)2f&`xU6_X8dzz9w=%D_Jhxn$D@j^#m6TnRIA&mw z7~rgwG#U7QI$r+_743$sMy(149KIQmT}bBJLM(gwkli7IaGiKw5p}JWEYcoz%F*L^ z(T0a_STKHVvCQ`OaS3Qsi|{rA4=mJSJZa>oKS2vZ6W48^SSdy5nqY;WDZP1 zfbtrV(4TUA5Rgoa=uvkpmWHW}?ae>6*NkLxg zwvIGQHBcv%;5S>8&jIv%;)P7w;5@_deR0eK78>#M4YzhD+D8Y92zT*kCsVO_m(YCX zXt5+tS@1bw$sCV>IbGIZ`dDCLJw@qR7>$6vy*#JmbWj8?tsG}tj&@hT5O*A))dG3G z(EoLzO2%Y4dHFYV-$I{kuc~IBXWUdNP;BtT#GFiK(SRheV8%sLdSP*)Yd z3XG}XO21rQcF>T0J!zQIuZfRM5cm^4utT3ACrpp8{-}63U*BiTTvo+0Y!S(KLUj>$12W{ zNECfneh})xBQu^0g1SEx-_a(Jn?2K~vEAm*-~ot>e@Tl!BO7#`PVkIeW&*4!f$+^@ zY4*?AjcXi#vrhM^j5K%Z@7^Y@^>S@f{{Q;LHYM;eAbPHFlegeNhZvED7ohBuQzmA8)!*T6Dhd2*1;aUE&^OJjXy)|NtVT*N@ ziR{c=4*z7uA~MkV^v>+5^&)Sg952|ZWWru>ET;o#_&NSar1(?6+83GTHQpZb zK=KUYc@eRxm);1)@Z^)nw{F$|8B+Khx-3+w%sn0W<=-GfEk%mMwN@$RyKl%e#;7>u z3}LYZeJj|&tpV5~nomOJH?$fM&lfft->yZ_iRMR&02g=xuRbt!7!FLmel@GZiz#)P zbG|_lOdl25u(Fi?*>U)$1&}9mp_-SMMh(@Y&gaaBZ|xmA7|}5!KX~JJCq@EO6O-Md z3|i3IMz|g!Ip6BY z2f?3JBT{4nw4Y#Z1X)sV$S5o)L*Vw9%%Nzr7*BO+J*-<3LV7voYxL}1|Mj|gl^EXh zvm7gluFVl+dPb2MFi17y!x>DHiIqYpO+dxD)iuqptp)>*Mx-qL2r*P;N~uzC2x<{D zdIji=Gk8iE`^-+@FO$Nx)S_?HQ3voBHzG9;_T?%i)No7{^%ikoJrY82P|eJJ2cae5TvRC6XhXiu&de6Zzah%f|=JQ z#dnv69#H7RUh;_SH^o@de0KEkSoV#P)55!X@i|6kzn>BFt{Dz`edF%>(wTQJJ;KVL zt)Y4wR!0&VXdoP4q(ul{Rx=Wqo;5IkQxOFWqZlF2j5v6zWcI-G|O1jxGfJ^)j{ro!JdP)02S>Y3q?4Pc-`@ zMc{EqZqccp+|*1`*jt(nP;sZV3C~gxDOOc``5{ZH8(K#Bb%8bcX?g+eM;|g>986lA zMJESeM5n1GvE_w39R@UeX}`zI@^FFTkjfM(5)lfn618}w1kfv3sMmgE;z+*}R$Q*7 z>OGbv?PlT>)KpfjnOu3ZA^lI7ETo(@0@74kqQ)(npG%nKahpTb3pb$90m4;to`Kdr0NNUTsNXY6#C5_4zWo=INOIDVI#? z`^%9l!@`)&K$6n;S@r$t5n~CR;CVC9S(Rxw;z$A;`{U+6y$g9zb*eWB?)}5}q%-mm zRZw;7^*^C`TM!AYRQT=ps55euCDyp8pMQKW_W034!5_SQC%<0eJQbH$sgbbLeINdR zXgce-D8BdYE3GWBgfy}=C?MUnbhiRh(zSHAbS_=eT_P^s-5}j9NT;-jz%zWlzvsVe z&zzazwZQJ2`&{??g1mSho`MdK90yMr*pmx*irC}&1VaYV_>gG1J{;k|C)VjbEMyG& z^M^!>pz?t?FVOImYD~`2qUayDbWkTRp9i10F^*;uKSuuZp&#YM$bvj$k@6Ku*g?j) zaxf+k=Xa^OyAZwf@HE#~S$0Q-m{ zrU3f;y9pR&C36~T^eI__ON;`&$*66M z1&Eo--7tb;J^(?+{bD^mmT|iH>(^70ac<^? z*X*m8H6>f?4u4?6b_YitUc6Qy1KdOXft@) zgc&Ud>^;Y{keNT(`i;tR@5%1YTN}_?vTP2)3URF|C@kvinNzLBu{7y>lOl`lNHGDF zdJ~AL`jLjH?Cv~J^5R`O^INI>8b=I1@-%~D;c57>!Akq4f4G3@p<#rck#w$&-6D64`KHH_ z0KfOPW^?d-`bX-}uWsIAmfnbMEC272feC!iwaB&GV{K9Mt$t(zZ2f8T{d@%DSVz{< z&SIPGTd;!3xw(}t#T4DXqb&EQn$f8g0n-MmIO|TH)S_dTK?D_;dxM~(h-t94tc+1S z=9hbFe~fq2ydyrhQQdF6p!n78;;IN@gf_7awLLqG3|UyA;#GhCpf2dTWra2yA?_Lh z)R}ETfD~|{IJTb$P*1)1gtT^W>XvU=k>}EUNnSPtO{pmlxqotFc~ z_HgPO#5b|igy9XYNYI^%Mv`Dp-hwWETnp?inDdj|Yk;cloqQHYGPgd6pZv%b-FURT zG<-f-1_BdK9$BmPF zhx413NlFTo_ieBWFMi|d{xG1EcSI@XPmkN%%^hkgcptrt;;dvaR^aio%9k>U9gDvO zj(9>T!HG%CDH-HyQV%+>%|w)%llUqg!q<<&jI0pI`)JIbT^n2e<dNdyjuY; z&^x~>4NZ!`UFvk)zF~xEjU^PTtt)7#EwpFKTk@jy2QJzFy|J-8^u;>vCl>qkILd<2 zp&HwG2gW$YX)nH$XL3h`Gl>&?S^l0*d(aO@!d>F^!CD4qfS_Si)<2HdG0tB%&OyYP zGntoxEH!9YRR={=yGJ%bzAg-%eZ8#&3(0=FTVQF=xZ8W#D-cN&)21MQpn*nH%M8-H zz~{i(Ojt=i(4H*kCdNH^u^bTpwFX!$)k%K0e|+|x4aF$8hIswKSKkOIAGk^qNu(^N z;LQ_MuybZmBi2SMKm zmgVvHqNGx!Lx|cD_5A7;xq5z(4CcupJW}0IdkkYBD^Q*bFd5H;S0j1_9@u+U?4-(W zzA;Aqvlv@H24ou}Cc_7r%EwX?GY7V&X-CT?j-zmrg%R5FB~rNW{Bc!roe7McYjxrB+rYi481bv7LU=otrJi z1mUw#l*z+J9g`pUE=7i-QcGDmZ3R_*N@;Xc(vASsS>;?*GNIKG)4AErJ(|>|V0%ni2us+#*pPi((wFERmCXL zN&03)HqDj;^oZoXFzxiU95O7Z0Ww z`QMkGyPaJS)R`@eMZGj6>VRLgB!9mWQLjhzv!)EDxRt_~&vW^#m{Uqwd#-aeKer%u zI8p{vjl5OMJN2K&|KQ^+2dO7n8x5H-pE1~_3Z1L?OlHo|aTJffzr-}qwj)*m=`CqW ziB3or`6}As?UK*bK(T!rKobj^%Z~2B zlUB0911U2bMw_*EGny6~Ly ze-da5c&!b{%NIgGP1qUr6&^R9qK>Aq8 zRI!D?T~!LduJ)3i18_kmMn;gn99;uQ7(6EGR4P3?A^+28w#og*D}b)uO~WQ1x<(2} zY*?P)x~a7y3#)Dun+W|3IP(EM;;EoA$FXe$1h!;X>r9~_=DiG*W$Vd~^#<@Jp3W}u zz$TYVK_6N13XisWXG_eNc!Y}NNevvakeSQ-)md~1#O?v0Yp7|+G>vz7w9Wt;)Mnn% z&-4kfJQ?9?xy`Q}cSL2a=X5LU{5JQU(O=>8Kj@){@`4xr6Ztp}LUdWVxv zXOj)ynT+TDY8<~y(ggr;r?J9(_1|yk0}(^k@pKM~I;VO3Y~F7)S*j)D=_LD)+UfRO zf2JYUqyXz{``L6~4ArchQSX|_A(23s!TK%$53374E(d7#n5_Jm8GKx4F} zokaJw*CKX!M;3zPz5ZXkiYfil<4kO5UIsD!-*HEW0hfWDY%2eC>n;bD%5T~ zj;+=L{JCJzbCb9$`;FStnDgWSrXadkx#YfItM$}>I&x}?^;@}|JS8w5IaR$Z@1HPL za@^14*WdHuZ>V5-0H%ywdq?ItdS@Cc;c04fu2(he5(cxB(!Y4atbO`u zdBW6?zKh-ql*{%v3^pxR#<1rBy*<>{oQ_%xo#^Y$Uoil-3Q%c-Dp9_TyyaK2OSLDU zK<}Hi`RAlwzeaDCSkH8s-jR{?twC-@lZg0hJzy7QYkK#&HXv+CL4`i1<5kxs86cIdgD{bOB$|UZ zHQQorePx6revQnZ9Z1Cm7ySG=x5vJEDElt(f>^NQA9bb3s~{9%3Q4O#zr~zLYLIDY zo>7`xLVPcm8|T%xGm{2;WCK}c#)z*TQ-1igyN(Xx>-oVh-##xs;$D7TT#ByeJWhn5 z%5}6%x5Gl;2GTy4Gv`}Z_Uh;WMY(d_AIFqZ=Df6e26!7|eS2fw8sk$VJPUDQ5mP6H zU$Y5qWYwo+{#o(fWkk_2(fr{mHpkHIF%q{$Au|R@vIB6N1DT1OO&EYyVntlIq7-?? z$|i~E@OD4T7Sx?)YqVniXu^i%&$B4rjfe#h1fe0s0HSM=c+fFFaOh4-NM&cIV}Q+a z3T6QkOX5wgTlOU?pzLM?_e`(_E6hn*pT|+`G&H<1VDg4>9TU@!*K@tsudl}G7CSYz zAqKid+&T7{V?w)F3dnt@vrsy|EEGDsGw5d*?o=IU`@}C4)O1VPeZvO!eb;0z;5 z$LexZx!<%G?-~>mSOFmHhL;HD@$P-?1__&LbjrB+$f_bQeZ4?dUvbTZ$XXA4foL=r zTTe7ee@jkFiwORIdI<0@cXY-a_SR>f*5Vi#LHq;m?C_SI+NXs*uEwb;LLAc+s|ZS) z(o=RqT%vnSt&7B#S!MDasVIK2ebMhh*n$eT*{~CDFx`i3DNtha&(*w$fXp=q4KJyl z666L-Gixu7)#?gS=LY{HF?-HF<{RLl_V4pl;DFEe95~F@sC7R3o$gzl0$AKC$1nDT9eUJ91OCy=rvl zg&B_T(tYnO+Rt&&ehxJ^;Vc73W}l7#v`u1D^vjHeFlUP}vks-H#Hh8tIkp9_gdKx{ zLifBgQ%WAR^Hn}J`Y^!54S%H(>xw!SHADrR2o!-g8`H=?`cyCbB^LWX>csyJf<~#h zE!$6Bo_0oX^Vj|{ZMdgbdc-EzPL!BVbOdsPX7QW6EFVu6fXtzx2qAvJ^Ub3I%oc4i z^<%U2;(%or?yvi&9Q^wPIKz+p-AhE@#YD(ep;|2ZuPOT*kmDyBV~$lnwq`xF^3l_m z6f>mib1%qEZ>FUI#bCYq;^RWADpA&w55i3=j{F5c4ce|R^W)VP!np$ekAAzQ3UwD- zqQMz`ikqt53BaY4j||2Q7gO$j1ZY1VHQ+DcbYD+Z$KzLADek`9H<`f>mJ?S9?U zeYvA8MSMbZ_yZk+_L=XIvZud=YEDyJ;D#yrO{*EmYxajI>Y{Y?|AW!x9;*W8d%@|@}>YSUQUTWVc@r`JzJp=4p z|6psp8_W&Q~aOTFAZ{(N?O>jbw_)TZ0NT#S<|64&J zy%CW$bKZ-IcQ)?FY~?Kwo>h#^gDh%{J88vcT*d-7E8hH;SZ6Rw;gIl?BbzbsbGCOB z^WqP8wTv}XcJAxVm9@~FwNP5YpBBzG01<_AqLcodP&aGd`zTcoIb+a}+|}T;9y;-f zl=={#I(*w8T$u>T^W4(OsYN9bg(Ze~@Xjvt%Jbp?6)8dWvPXbaO4(f+m(Z{^`}wL2 zIZkbdy6@S;8(4y42+oBiIsXwo|H1vw#EHKSBKtqeZy@yC{s@X%=}eX8{7Nwx5|n5& z98&L1C96pjYMq|Od|_snP{Zd|aB}C6GOvP#AuF;m0k6eWnAwa~i06jbCy^`tBhm#NpbQGu&->Rw%tPi65 zy(Oe`|4MPDi^~&E4fc2|@y{V_wUV#Q_tmbyX0Qj<`QkSe1zH`X9O>|YA#+|OW$XMt zcG_2OwA}7|)rnZfI!YOF0Wh4b{Km8Bm&vRdz6=7ZFH9p;J64zd@}ZDD*YJ&@dKefk zHql3boHTlGHbEc5&MQ1g6Y}Gx#(|p{$)6-j9;ZAic=11MLZ|m4K(A{WLMDC2?s#T! zRcR#qw6W8gEX)mBZ3kztqTszJDl&U}pQnhiTHHoQWZbm~T_h45`usNr@xb7{By(Ixt5I z{zk)722(WFEMJ;>u!rF_ruCQ3ASLfE5X-6>y)ICv8L6?|{j$Y15wtszDZQW^#6_{g z{)W3;XrvAqOXf?|7(i~j4 z9b^<=-6tuXOjzObkq(tuR?+BLn>@{MNl)#;@#_S3BBKe(ZR-@tGN< z@8_!Cp~%_Dmntf$+X*W2%gw1f*jXD5+sZI8$T3AmDa8YLDmK}))K*E`ID@+7pyvJ>CvNV~Cc z&(#wa_qYIyQNP%Fv~*a&Nb5YWn^EhjPQjbcx4V`PqG+Fn^X8rbpIvwFg3n^_XOrxF zp`Y)-)WOwM%z>XZb|?!0kYy)%edvZB=S_^SEL6E&%;R7Js%PxJTqvW`VmHt3MhfJ> z-R&4~RwO%;@CnEtUVvsR+ptF(Y$joe^8BBMWh-%||EBq7#4lBGntoy)6l!UhJr10t z0EQ6-`5Xm;lhQmHjKx}Mxa+p)1<*`sA zG}3a$r=EUe%a5I${=BUkr#*tdCioz@5=+2_dgt{%i}4;0kTq`E+7m>5Z2_<@Ri}@F zn)fXLQkUxd|P{COGz{cj1urBMf9Dv9~wa0c$0A7Dt(QMQW5V9?TidP z^Ncv+#BiY~dtv8iaC?Q(U3e&){EJkA^-e&!IflS*4#P>fHRiV7-<$BPyXo+4ljV9l zQ1>;@Wq`6fD9Kb>W#q+^begTlGWyf%v;K&?WUiX9wB&FC&4UWFUux~ZeI^M1{s3kC z_$-rGHfR)8LVFgRtSo^a-!rEyxAY>)CbXC;j3q0f5Pz-?1c%5h+&E7AO1?cp*Do7C zp(*2K{zmfA+I(S?Wk}c9Xmm!M)69E>);^+$Tti_r>6j(4mF~liG7Gmxy@$fNruG1P z-HhVm=C{Pu&V+@sBJ<%JyeI=Y^XRZW=4s#LtX34lKxGzQjqP+JJbokHalHhWB_3W^ zCr#~0fx2GTA{*2hWWHA)?ft*<%SVy*(aM*Oo3BN5<#Qvq~e zi!Q~KCl+*f4*})_7xg+-I`)53%Y&80 zHLLzR=sdZx%Nb~oam%F{RM`k@FDe_T_2+~t2S#Q9oh{39aXD`)SeBM!^m{s0d7Y%q}Fk}&`xCseEeyb288^6&EWAz}@o^?1Eed8g4%1;;*&38j^J8fe{Brw^2 z7$UXE7x9lUNY|2!-B*y%Y3mDVXbD}~F!Ar2+SJ9@53F6-K}XLF?qHMHR?8bsc(?rd z6!o^~A6undhkz63z^gpH+vF#fR3D8OQ)H`AQe+xfKT^YPC*(vv1-K|Ei5^+}eGZx& z1Z!un*d=mb=t`A2_m935Z#mmIf=VVqVfA$-3CzDZ(@xocZ<>$0F zG_DYU7ZfxOia#?9`_W;6yNpI0MI-(VfB~$rlP>g=pi-8 zbJI!QKe(K6ng>Nmy$d?vxURvuT0BAtf@9O{v&Hn|F2ca37$7BSB094h7O1l#8watz z>4;qzq|%)pg=apgnR8>PEi;V%iz+7L_58}mZn*dli2}va7qwB3ry{msuHoQiu|6CR zN*)Z-1u@D>)(7BW0%B>5eD8{w-yxJ-g2*bUa#|8S{#+%(PbHJe|C;j~k;54A;y_L* zncbJ$v1yK0{XUp?8E>m|@AS(iL+i5BrkARJAw65H?tSMOleJuQ#X6Si?A=eWE1h)A zIu`c5PaB$EgaEM+_EGCC&HeY79&}t3q%6kzwUt1G;oj9+aOYYE-VMD_q-?ZwsF+Ml z8*f9X!(BatvWI5?@N$&b9diAjTPcRT#oi9O5K#RQCD2^J1-G{vs`!-aM#0wrIpTYd zg%lt{;OzixtKNke*u9FF^4l7SG5NI_m`XJf0#q=UmCy9P^SprdE^b;UT7*7(|DLRc z4q4FA4r^n_1I;?(AgJ`^ZMETdO23t8j9eq8Fuu4-yID#b$q#|=}SplBA6}4-F7cV_@eXl&GfGg5mTG7 z3XTNiT`etqBLsjEBV*2=9L??*zy3xR-%|8;Spii8aE_JK9GnLIqj%v|5gc+bm3WTh zyB1-vnB2;gJy1glZ3|ng=;*soobaJO{|dm)WNjrezE+}z+nY~FFpNY*_jL!kuFw( z=W=UN))8~QU}qnj+QqcqWKGE$01H?=ET<{=o@=3H+J3BC2}{L~2zv88t@`Fv^Syp< zF2+zd+NE}W`-Zub01NNILf3gU;~~2o|?xW{PcdJqs)cP zcbBmQ*b2FSH+lVpXxrmK!~-S%dMGnss6-a@1pXkdkQV;kAq7YVv^`-LvOC8r^RojM zs7;hx407>xj3m51368U1WK;;m&(c;40Hsnuy;4rXIofMN1#G$u)!nm!0W87|5T9ym z6r?^8o-5!l)0aOaa!#^e=&4v|&k02My}k;M2AsbjW5se*VSr(h!5&1Mc)$h}dV9=& zK>72cCbdn zrKj)o!hhks5KJPOmUg(OM62lib2`U!>KRf=G;ciHalDGZv^+8fIoFzGcWs!6BSA8$ zfI$7tiXUZ2shr?p6k_ zYq!{)J1ExEogb6+bnGXE6dEbv)g|%LXzd6gnl#!uxz}qA9y6UpIP1qR?;zbFQHr2!T3=$wL33qlb*p(Hr{;99LesJp~f`i(p2U5p?M5%t4L@^9ZL$p}PGDWv_f06kv_01R$-e zMs^7$YoHT3=rl`h02Jdj;A(v(UF#hY{bl*7@Q!;7l!t}%tDmaQCBLunM1NhsTud*# zOq`R##sxly!xTN8_h@$WzOgbl3P-0n# zXn=}jIvJRJWlVtw`jOZE_ADLBE_t7O;rrdLr~F=|?(~n&iNB9(aJaz$2&<#j(EL68F z*P|01UNu27B*OQTKlft33G;$quc3QnOKKJ#A!>H7Jwr!vB{j+3(bZqC1pbbA15mlc zro@EwToG&KBl$0uD7?Mr=KHq2PP>tbxLje!i-wLHcSy)el0}GzsbX6nu_P@STo-~r z_q}u3SFUhje@na(cj|rV*Dt!KeHT6h?|0$Bx2mn_kcH1cn|3~jZo!aA?D%W0j1(l- zg&AjeI!bBDojcOv+;!~h%Zk%fw$U4vn#px%o2K8KM~2e4Xf8y$BO(3{ghZZuP#P~L z^Jb}Z#XAwMW*irWR5!|_rEsY03xfJSx9t05BR8#+Kyw2;6=UA3*oT*M0`7{ zv6Kb7&Z70pH9Vc1*&?zovAkxyJt;Wba(mB>^@=5ElT<70+i{``_v%p5{y}Y>@azY- z=0x3|30sin0g|Z&JCLS{dbe(ByB^2~R1b~`^QLD)ClO(9TT-rG*ZXzWco>QKPu5l3{JsKiw6E`S zye@p)Aqt26bf2vAzo~tE;Huj2KasEk)?;}XfH(Je{l4}Y#a~lK=}4=aBT|)=;~LU^ zxgRX%^B&c}gC$unX)$4qjn|XL>|H8uC_6K4I+Hswvbj7Z%y7-VMvUG#riI={DZ&{V z^z$SE&3^Ht(kKl8N#?2kd+zPJq{Smxff*ye$#}U6l!4py1KpPD;1ASwLds17<=C!0 z_%cP;r>{?5XF|!2m&9|DNmYu!8lkb&+F<&A07}RJA>~v*~lIrz2Cx0=;_P8 z-J41#xj#{-z5@bE8z08=tcGRN-ixtM0bxjRnb|z(t3pcP9h!vsK?Hv?k2Av=IBl~F z)i?@`fYFkg>`v^$ZGe|Pn7Hbf0jNdj)>EZ?z1Juoa2q!}-c=1*Y%ouf18|X+=e~*K z-D>&#Kt>wy(}-X)MC?p>R4zZ9q&&Q;mT(U)U#(oHgd zMdn{M$cIz4vV24tqQ^Lq}96%*U6gXwAQ84TZ18vnae&gXT*Q;O7uPgB< zt?*}yZs}sWGEKY#yola^OJ@I}_YwdI$-ue(S9sTY)ENFTSo#q_6v0q+6B7z+0Sroh zMwzU3{?CSVEny+4rXxrGcG;lCL3lwycf;Lg)oI(uiDe*!$`Y5=&3AX|V054w3rO|* zv;L8ZG+&q#+zvVE7@jNAa1@$Tvb!$AQSRT<_OcRfp}BW#+!%ICUq<)^iv+5;8QMAVe{b?ARwG-Nv8WeOu+j<7Gp#mDmFtcArq{CM zB~ryS4xAw?w4y_&*WV2KQ^vpj+Qe%-0q@lHY<8pR_RW+64}!{|maM_F7^SDN{RwVE z#PE%;xwRL#T5CIw_7V(&xvc;QC&qR;K)#=`%}p}Ubdcp&kq>-hCYV0@i$BXOQ@M25e0SS5sIG8 z-ZX@(;UUCaQv6fCnTZg^UxbDEgd?T z=td@)P~NWwes%D@rAdWT?uXI3o{{|+MYt~vTu6y zzCh9sFM=+x0{zx56kI9Hf-Wi%r||gP$mJ{WMb}{F8L&6@<1*!PGmes|*GR_rXztA4UYZf+erSao9VstZ}|f@xFL zkn&6GX)`d%6eXFYe^hQFIC;zMkub}2r5F=%05=?q0fUE-hsK8c23gYQ5yDBy#xSSl zGTN6YM%fML_2b^cd&@12IE7{GtNLYDLrye_SzF9#mT&6@O`GC}l>fdc2uvoG5wS&i zuEjq1enJj3`o8e+jcku?b1bP`u|5h%)DN)+BP;X0`uSq_WOlFNRzS60&NU-OArvsXb}v-xnFZc zOu1wv^D;;iTax`?iqXmbMj!j%PnMVJ^D}JBWIgmCfNUgl0^la5rWZK0i}nXyXcD06 zZh1*8EYx4@BspY-ji!yU;;B}*nWN@Zm?N=pj=#2rd6UR?8LgXQ#Zzb4hRT_DF0%nQ zxzoq)7MsuG0__{;ir-0{SOc3FtIss!();U&NYkT_?6^2&hm6%5LJ8sjX<;>bM@!J+ zu_djm5VO+~P|BKiBLJW&@qFBoM{Zmk5!6FEN^t5DiWh~q8BwjXGx_n;J0-M!)b8Be zF_|YsHSy{F*R$#WUAa0wq3>ii{UcX(%cShbWEXmU*?6jHKLV-L=ULY?l3Pb7W)M`~ zeWh@MMO#kVFVC}P37DoH4oyw~v(JYGp9^!VSs&F*cT{Q&l)rC}+MAHsS5)Y2PxJeR z>bR&DS1oCePXzFD0M>Q))XJdktHph(O|2->SE`b2X?~~7oKs+%#{KX zB$uO!B;t=Ms@ihE|59faL0bQZsDACTC7DkI<6}P0p4DsIUJ2af)A>9?KZKn(!8^CS z$`0_3A;txzZXoa2vo9fwS9j+*SAM^?Xh3|(ri8^VElJ#)^raSH9%!cRxUG)7@z2P0@#CXBBoWH2edsW_B&NSLu>q)}@6upF#HH^Ze8gX5HEVmkMoiZh3 zh|gaD^qA3@#0A{K7gH1dRvLF{y!j9`Qv`u&+$jjbHsYyougnlXGZW^NZH4 z7pGktyUErqvp42X7tsh+>eCe*rv$744)K2~<^BIx3IC~}1;>eOo~N-VwM6m%l{Du6 zR6H7!^-&|tjl4I8O9qIkGpqRpaVunxBo$=Mpg^zs)k$dU7#H&2*`HJpe1qNQ1JENr z%eArHUvAk@h#NWA{>}xIHx@!rMWghO|6@SyXp9uVAclW^Vi1Q@I8G=>m~HY15(0$c z_0La)Vrn<$H*qNsxYJLv_e)68eMJdy&Wxt!A~lqlhx?V9hEcKVoeoY$dSq!Cqi_)v zQ5I4BieN13&9Q~>YxU_rFMKu&^!Oq{n2>pW3_bs3S0l818FF5s+Rk5$%OF`0rZ=lh zxH-l$NOF?zw})l?KzuO?p)FkRPul>};BvI>qB(>&;6gJ@I<~Y=LYg7RcSwZScLjzf7w9q zDOQ#sXK*%r#(x}{(m_mbyY_L9tq%#vydx=H#4Q=Bpil2=$FBWhMk6}ZGhmzARMv%M zF|?8@I(9R?M`@(Z)rC?*FjzB?>PuI~LxMUp_1DtN{rgt_3wpjnu}qglsQsC#VM+icY;LM`rw6G>zGjmj+=iP*@IXpEVpmE?RRkboffA8KKQ-+ z_iLl~Oczw|lAFAaxl6V&_FDk;9r$J>V2G^}QO?&h;m;XQ3?d*EGKxQZ; z)bfQO?exB@q8Eimt)x2(uHBI@@j)w!eR!S~|zC=J(SpQ!_>bHug$>dLyo9`v} z-=@2;$NrH#{%#p}+Bp^`o6O!*kK(CTVH!;!x^3k>2|*9VA`V#PYe=!Ir;{}?W;ZD; zWuKl)gBlRriBU`SD=tT&d8!?uL})669(4yxV}rb*{|yIl1GmJ&W8yGZzB5kPQb}h= z^hH@IJV+bVhBHXQztj`iZb?bq>|kMtQYg9y z`h@Y7wBiUhD-#PCfnRWj-iwp9sS047X=K~^cCK9V2?)oO=|_0{;hS52Ij|T`Z|&RG zdp3-BDK6MH!Sa#XR>7qjg<{~=EBRM4T{yi%hS{f%v2S#+^xX3KSt|j>aL7LxE%1i( z!>RDh|CEWTyKB3UO8khYyfZ*sRq!D%Xg9d^a(yRfWV~$yVn6-$@`qgVcg(kjCZ%#t zK!>FQvmiXr+!t7nK&y_pLenm*+W3;QSb(1I_8q>OG|ejB%~lk?&TkJALo z-We-5r^zmSjUaMvCQ5wMvzr&-osSSQqLg6(%f442NEv|ZpMS`e)7hYVIbz#^y)?vG z^_x9KTdnqZ9;)C;|3Rc*J=tst5-FCutDRrFvWf=%9%TIh1bH^x3zW+HsyD6TkvK1Z z4|a%)Xmc^ob;6We*oN@K6C8X=BozeX~Zt9`sebZGtwcAwM zRMw-K6f;qQa{0HVE5la>>QsBZYDHB8r-XrXcj6Nf(~8F9kEP%w8#abl9><22T@^Rn zX^GZfuOEDzXE;Gyl4a#qIpe%C!aZU>a#BhqzU_!T6104Uaw~ze+xlD!;&7I-!u{}! zURZUZ85FSg#-!|#@Muj%rpwhyTHB8!nyT@&)LG(}Rybjmg^?>yqwcZ#@ht+5bhCIA z@o&RMlev&>o@T6b0@tYiDQ6}m^DlPUtV=Imuqv>amwnPiYs-oKsCP4Yt@rT{;x-}D zh=K6COI?@6La;^W)5Md1FZCP_R{WuPba!hif_#z{Y$r%e88eil3Df8#NI2UHxz`eDO#x%gq~ zS74H9*5}&?BN5Z@y~A-8TmB|sQZf*Zx*z-=IwcaByXzi^Fzcca^Z}~z(Q+ZNz=!N0 z_ykjc)XI54@%}DIQJJbmpt7{~9)!W(C}sT$#LQT4Lt^>%eL6yVdj_ zFHs;T1S5T|55v4UddS&aN+))@CCd3EQ394m{-wk2b34U z9%2MuDvkp&cl7jrp4KK~Urh|hDJ}eFDO!{Se`BOY6qyOX&vq#SjT?S}hUJ|Xu68P$ z9dKIWr~e^p7@27j_d#2IarW*t(13vcT2`G&`dyFPPk^BBm@KZs?nMH)tluCJkzB5H ze8kc_#dKu2Jr(Ns7_R#yn@+9&Pg+PMl>V6&U-2>w7bJ5EUYa)1KzX$}CVhz4XWuvq z)^z756B)y6nyQ=`U@3M5+=#;OV@|Qcvl|C5Ljsje${CNuJ(=5l@;b*YSYCxt#HaP* z(Hb81Hz#Q$JXmFdi>|NASvPr8_+k!`yjE- zR{(X^gEEvy_&$gac%e-ETLfh5<<;!`iD8bm!+^n0NT%%jv>kO<{ua?oO;?E>g%&sp ze%yBzoHqEK{MA|Aq>(@Q98NeiRXkHcv+|L27mRUf_^3U=+0G;LiTrPnu~&O6O`t>D z{DKQP!BBsFwx2VDm$PX1)}Z^u!}f%j&*tDfsy^!ED}%@~wH@@gs+Ej2fU^l-qu@uo z5(uAi02BFTdRd*=wHdH`6<`-!@0hQmF{XG#TB>v=4m;ZCRU#jF@HBFCV>!y%d$c^d zwYoar#he5bi04PZo250`A+t7SaT!ib-}loZ%%gk2ikGAnq)^y?>u4S zQdLJ1W_|~L*;YBIivc3!n||3f`hmHhp850k-V3Qv%==J+_!bIQ8v2tgfQET|04?W&HBi5OBcI=T{? zq7Qezj%TvfS7_S|!$ZiJ%InUlfBlp9?{G5h+^U4{6NE0LM;OS!bE4E;OS~y2t<*3y z6!3Iq+BZ{`-LXt?TIL9?jzMqGy5j6;cRQCKj}Pq>7QV0eewx*a1jQy#-MXylX!kgO ziE<0dq+1xj{kt=S36_dQ4&qn@@ZQ(Uxo~rIPQ-t@t}xl0tYpk|deCXHAps32bC{15 z$8T4^qx;6SoObgA(C4SLEU^A2-bJoTz0p3lJ$;lmO!(V|`|W}cx4sxXQ(lg?0V?+! z-qTtCy!`*XLTgUUIN6%N>-jDsP}@m105Jo+!Lj$OmI1scKYswl;HAxUdInf@js-Ao zTUp%of~;p3APy^Me6=#@?0*G)(svC~7f3uYM#I2-AV;o|w1n;HGQf1t=ibxHGql@? z^&JQn{v|7yRMYWqayaG!Umz1uFy6Ss++>6)4pst80{+P6Y2K6Mkte-Q50@3xw$0H0 zB`4Y=gFl7+VcDEWbREd0Q+bl}9_RZ$wYPpEOI9wFy&Vk{;Cv%gvUw12z-d8Gspe&= z91Q>&=Fyri4TLM8)z|=`ms-<>foTm+O=fQA7HW@ym%Gu{Bas3$B&+xjUf1JQ`3Y&QPcQpLhUk>hUW=*zl};BD*MOWhH=)Q-cUVQs7~msb zJY!5>t*SZ^P?%2Kp371BYk|6hQ*GzzBt*RH8E;u6xX8%k(ec^B=hUB_F>gjyG>JH; z7GIuA+RVhr25=nLr;sJ7Si4YiW$U?#M9??Em@AbW@01t46408C_Z6sLFKqt? zFQCy_X-Rz2EY?ax?0$9jHtna&`D01s7g~4qJ9oga;!xFp!}k3Pd^{Wj53}acx9ub* zCj3@07nIy4amBU^8eeLxNX?f7tifoliJV-Zo?f=nnHIHZ7r>9LF9>?G4J-T#xQkn2 z1I7YtSMKMs&T@|)kdTuTr%u{i?Z-%RaF81V0e~cvwepKVvXC#tBoz`mZB2!VX&c75 zAHKn9%$!dQZD-R@b?bNt`AQa2r%T`gngl5`#S1AHwIrz0dK*q09}D7d^!X2=#h!W# z0ZHUzwMunNC3=FN%%%$INIln+YF=xKMq@tV%d%SShjnnOSAiy(3Bqp^gLlQ5SDz^> zPms&3$=_ufYs9Q(URvM~e-g8&;@Q5mGl9H^_k?J`hWCwRdK0LPOD(NN$5xdQKK1w@ z5Oga0Uop^Vmth+Yk$^xaQnCakg!BSI5X%tiS<$DL;89d4Di|tv!*b%7Ina)GIo<6z z-PGrFVbY=U*J`77f901}2Kw%ul}`%*Dx2MLTNX6a33>yu>>FDRSvU#FeF(}j#eg&W zK4o3~{l?<7jb2o!^*u3#Po1P6HF`?q+NF%U{fsm-9Ukg7L8Ha!Z zh{bymdO+2kt9L>Qbb`?e{RMs4Wm9j#S#8BBE&9;op~xNoW*PCs$ZG~m)JQDY1K(K9 zV2z%i4;*Mp#+JkcZ(t)$U5M2~#J&JHki{U3BZodF&Cf_X9GdCu=sDgM<+_qQr!nO_2@tld_WvV(HFiutK5U3?H|52D6N{HxK4W|{|iy=K7 z72}9`Ej7<~z7H{BlSm+mqqd3~8y!x<5vZ*^N6!+=t;q#=bC7yWq{Pg``t$by9-T7D zN?#9SYNpZuTXQj8ESax1t%c*=M^~0)=TOW5S_145CdYs=N1IyuyRXXT+W9pY(>lxv zj&dp*rgDM>06XquNex(Z&tO=@(A>Y-vWZkF!o@hRbaj&blnz0h3m69Zjqa$o`J@Fn)aOwtqYC=ssNr7rfpdVU) ziYPYN)QbGeXusIwTRg`iM^n)gSBS6@X(dy4dih>M-!PbFI9wxBbjW^2Go=oO57H$9K7b(##*Qe&=CHp z0zj)fHBk*g@m`h;&;R?Ye0p5siw_yCa_XUID%c)K@W{FyPsNCEu1U*gbK&m%_3 z9a=DOAD3}%>$%BH9ur-+RrY~ltb=&Y5OjF|EXhYV`%m|?X4D4e(2rSvFp%erM!Po# zZ)|yq%(TbZ2#h+ZtveAjfr(GX)}J*KY^r}xaD(M!0?e=_f)K}vosJJR2vryB?}6!L z+0X@)=e5&#R7qF?*hmWJ^%z~E;c{THMsi&71}aeCGiG>SygQ|!b((KzK-%-fG%CNE zl2MT6AC0uOC*DDV1+F>l`V_I_3p+?J~EZr=$>?tgzoBp7t z>8M^i?GQ-}i^&%c%h&f)=>2raSkA$?w2dzG#X7l*6V#j7I-=71>B6+&PE2V_=|X3< z{i*-tDlW?K#BLpZxRkIi&K)<%my$77ONd^#_vbqLd4^D=R!ic>UnT5NIxH-*bc#?c zpf4qpJ#Sc!teYBxD@8Uajwe_S{M*Rx3@EFkL36*L8S|Zx1V23JTuXfG?zm%qjx1l= zUbZXC)x*WkoLRtoS6qqo1h!!A7Bk!WyuteB3oDve8bw39kOzxt%LN7EtMl#*bb3 z`59TYv_kGa0_^bMuOY2Qce`Cm-96f@hvLt12`ArSPUudc0 zd(C3cG6+iY?s{qdx^Mq_Ffp~^K+bx0_ZRYcMAnKZr~Vkvzr00`;un5Hb3bW`M=ElRp%UOFy!mn8 zat6<(-T^xmySH_~E-U7O9BjJt*lIut_@DmPfgf+GKlm%lPrQlHveVlUuZ-clkqI-9 z9l7&?cf@Cr=;e;UsVA^7GGsaq{K+0C)K#gcOsMPmWRDo_2kFrTro4g7s0G@!>`ef7FmdnV7Waf`JCov7w^TQSGW>Lu3)Xzui305Eo0{g?Vsa&@??3Ir#L4n zNVGT9iqnr$C7uwe>@YP2QSZ3B#3IRf5KGBa`Iq09DP;qaTvcHC{SPH_p0LG-ugd1> zn6PjwkGWH6JtF$YYr%_lN}@D~E>4R<1e7QCl*RM_5D@!#Y4~HbC zZ$@vN=Mp#MNfxqPngW;&DwPQe>(H;})3b7=UCdA2 z{TAgb0Y|9F`dH(iFnZDM{E;eC$hMZ7KVaf3aezse@F_(<`k4|i;^4A$!GNDU_$0Rr z*GuW+GmvoRq;^8M(x+y~7y(rqLt5BD&@ucrJ8Gk(srth{g7-AzXe&QZ2qWv$d9eb= zA%=Po%=2WNhw~gLLG=$pI4jRVBN{OFNmj@qg?SaOTqP9l7D%>W@L&=(h( z+oCvy)OedSy$O>qeAj~V1Xqc}bV5YZ5qA;;UPw}ddJu;PUZ9z0b0TUrR@^hxKZX@5 ze1TgsfoB{4jqCH8f(i!>D5ixWypRV7CG@B>*kCmdi$Dv#o2W$Xn@8Nd-#+=bFTs& zznWO-tk3opM-k^$g{}*E@;(OVoOv37KP-6NTv78CYk*Texoilr1}&FT#XCUyTT-Nx z2U$<$jMFX4k7!pqXMt9~hTzJrkH*(d^9cAQM9$-Fxvi&jwJf_h0Si<+Lmo>hZtHQ# z2U5v4hL7uSu7Go%>awK%Kk`YPEpLxP&TQhP; z?JrE2>R5&ZfevCQ8>AAxYwEGE+x5^SN~;H2Mn>@iGE_?4+5A5;R%*h``#&;LVxqw0 zKQd8bZEmy`+>^m$lAuKCcw+IPMR3wwk&}@o7~dhDqi8tQ^u25b)l5A>3{#13;sb#rbog&QB};6bU;?PAeaWZoLo!WMSTf=7qb=8zg+n^@fbtK~D{Gz4cKxaXOP^CKY2_ zfcCm)soG^sQsI{Q7n!+edHdeui@rh)&Rg@m=??|-jx56?(rw#!rCfrQ1@rSe$4iFE z=DoFCf>n9KW1}@9l|wN$?_G?~om>t}=xq^cb|hG)cOV=~Az}e$=gUlO&ln1m>hq;<>;xA5?&2rT+Ou%f(c(UToSTMr{5DOcV>~m%2wXj zpC#BSv3lzh8%tlcY?R|lu|P&1Yuxl(3_}Tp8psj*g11NtKakC493C6`vck~| zqD4|5GUUsb;n-earfkPoi`j#0bV$sj*k0e`X9LPCM_*FiqsYv&^vh%}7fA?L3; zlowgOSHh#QAspFdgAdv(ZmxIWNZ;}8JzzgFxG$* zUUO{fvT-)~TDaj!kGWK%XGpZK8YA6UKk$=$0z0CA zv@NBRFjW-Xtv`uo;7P^-s{5jHDMJQTR}h5i{`zh&7MBZBEfZBw!hGydb3q6gTF{&-HgWYeVrYaF7uILA{fozZ$`N@L zG?3~RJztz9yMO~^fL==Fc~V)aBz^fh|6j?B6{M%Kkqe7D87FODv5`FpFOERavl``> z_9L;fyu9)|H=AvtgO%oLDb)bv|6cdoGxSntqH!WRUOcp-1D*1w-=%I zSO6tx>@@iGQ(lbhLMM>MhrhKQ3&hSnoq}io=ER=>JQ(6*yk&tgGj2`2(K-jxjYRZ} zG`|06(p6!Rox~>f$dPUdWubGo0XG{}i zU8Jf=D^Zngy6W#zS~38Cd>T?mC_Hssm`VCLM^S7ijd7`GI#ho*=~y93dU2Gu;Cbi7 zy9Fu3D0x$Nb9Al+r#HI-0rRRk5{$BygWc=VJt>PKcV<5JZ95sl;P1)^*eR5=uZuSt zIUtrgjcaq&X@7Fl`y3`?i6?j1H>q)ra#|OBiw~FeQIx_`h6D)F^ur@1As`otkxjX3 zP;;@*aW;O4ET9*q6=co`Aw@As>%k)LKSa!sc&o(R7?+o~ZAJNwrM>GRE!!@9T7=&- ztIjO#SvvRIwgqimNz7ckew{j*MWBV+hd*I14Ii%(_ZO_|cHqBofycFZ;MKLp-<()R zK-5^_Ilour_(^KuMngH`s*yEF%_kdEr~y1Kuv!hD7`OYm+bE!ci49w5UIJ{|Dn0w z?D+Ds;Na+Yzhqut1ACKn5)cy#rLQ9Ae37=OE}xC*josowK!pxnIqE9aAhGxw$chid zVfzCVXy==JK8=CtEma~ggd7Yv_XXxmXzdW=K?czR!~ytp8AFuVW;MKU?=cBJbB0PM z`MwsP6=p2&#k>ymT2`PL_%q-cR_`DP&v1H0it>2p9Cns#XOi;~5gqZnWQ%vYD7|18 zKKzQ}_)yK^a{w~pMXJ*HV2v%JrfAM@+XyYPCT|L_8zR|hNMdiRo5sz!#O4HUw9q8a znd;TJgkuk&Yk<4KPcgfm3|(%1yHi{=hL51(RE=i0He8k0qHj-eDgyiBE90W6QSe3r zGc~w`zK5C{v$~W^XG=7@7PX*iN*ZC#WULh|(t(Ua#SbWWfE*qv^uRvx^*(z^3j21% zazY}R)^h6ERT*v}2BK+|Q`z`SbIqA$9dTFK(mM07ivARpmi^;*Oj|M})+iz>e@a%J zJ4wOHYw+a;nyVv&7Q%BF=~u8%sqt&RpmdrN?(lF0joL$0FG@TXxCu#SN6LvO!AP;O z!X+voVVFXV$6Biw3rLOxPQLswTdFW4r!J~)$GjucQq%c=eJG=+LV-mqLrhKgBtRhB z8|ossH4=Q-R?>}m?O`)n0^=rvlfypaK<7WSyfU@&CM1U0rfacn!0l+e)Z<)%U zxvqw%`Z#SXyNE5wE-r_sesSuTmV*hxew4{24?!bK>xCAc zA211~R<;EmGhN->1PdVYsnyRdaK$bamu01==@P1){lNHNA z@|AB+hv&F}<(o|?%D!~)CB$_MdB6&PCK}ns<;O5Udv*z=(njRuSaVAdE)s#jg{KGS z?2(bWINM0^PkszjLh%p9Yjh^Vr&?j@YW|j|sQIkovMm&l`j3oYYU^6Q{<9v=pl)oG zuiou8tBx;>T~(`F%6;UC5g1#9QpjJ@Zt~c7S-2}o*RC6VOK?we~3j*dxpRG@-9#1&#S-bz)k8yZ%euS#)xoN z16oQb+($g)6u9xF=ohac$=XC=ie3t;!O`eTM?#3oG@qt4yfKscNSVj(N#z;08zbA^cxoG*%_m`Sfq>M01QEn zkf7X;BBfofAI8?`{BWP~c_Iz3S$+VC zp2?D2t1+pW1-+ImdK4oFsUttANnbFD9*N}VMy)JO97>v3ZNbx6@84~d=hx*^!^C=5 zdk#t42CJ(S=Zeu4_9RZCg_bMpWJX>EdS0W~eEk&3CcFnXJg-AOpX`xns_-}NCJxhb z$^+&!($1rv7S9fe*+hbg!A=;)OzHVkdvMqbR|7VgqZloGtoZCO-R9#{miP|=f33`3 zw5mfi@mgGDO)9C%j7nHhD}h(b*Oomaoe~+GC=c>ZToYzYUCNtsFIOki1I+oepcdNV za;X;8AT6yCqvveR0o6espqB->sU_v+F@Y;>uYQPs6wus*({&}|4O$HCQ@X^JHjoiP zM^L%m#m5V1b}7b-!0kUny}!=iA{;g`eNS3=62} zb=ZM73Uv#2R>yRcJ1fn2rm?`}lI!yKxv?@+YC=-^+S)zUyl~T4eDrMc)PqK|SX^|m zoQx2uYSgBf91ag$bu7y{54e~4h*23kYE*h51~PGah2yX;Rt1|sM^BV2zKnkxTS)G- zml=z+P*}iP;C_H*NYj)VOSA|NHk)&W6ZWXfHze zj*uM5y!GRTu8!)(Q26L@%PCwPDxHPD(vf}DlZCkb)hfV&;cT0f2ooM$(Z>W=1(B9D z(pGN{e%o9XSD=Bx!1Z6ptiH_O?$n@u{{8di&u$I}DHb-k_tCL#tWg=?GdS1MmKqJ- zFJt2A1F|S!6@g;)2B^H0e8>8v8$X9*en<0%=UIDC&yBc0hq;s8?*E5Y;-?>yQzN|A zwL;LJXDqHL^vHV_2@pQatv;;HJ+*`^F-&w@Pbtx5QtXS7eey?Dl%)73bqLTM<=e$s z841^58=y!f%e>y$7dL3$M-$S8TpEenU>l(bk>x^hji(;m>Z6H~%2URdtF}#`+0^}H zQyIyu!=pe~MdQ}pD4S?DNkdBwPp6QV>g2*fcuER?hnLD6Z9E`@%GTCxNK3uFI@$H^ zPro`cnxV%)H z`rL|c*Qr8WIF`yP)D-8}&o2WZF47#p&KsG?stZg?NwIKu7a}l{N2n)5nODtfU^AD% z{?d<4^z{&a8HUYCd(i!8eqs}--8_O|pd0hTLfu?GjNm}@-Ogx!TnsM9oS*qvwoZ~X z$oQw7k`EpTTf*C-kLaqYAI6V7euL&ZiQ^dhOUk75Yis!TiOsyPVJHN>6fXBc# z^1vGuL`Q>REozk^_cEO^9kvOb#2LLr9Tj{SHPeavN-f!M7`ccr{f=CSSLPG}ik|%% zKNkNf-+mkpF5;H}?F9Od^^^8KW0#EV>C_t!6r@s1%w0LbU-xLcTTK_-eH$0ys$om% zv&my80GJVq|M44R6QItD866dl2Is%mza5O|MM=a0N3z7=Mpv`6>a5NP@3x^{PW#Rd zz!hE?Jsh7z^yWgrRMf=^j)NZ?v8G2^sFjiN9lbFo4$BCjv{j-7jdDMd&% zPW@8?2Qq!O-^kO^_RwIJazm9Nt8}KHn7jC71q|tNL7{q`IU8I-_oqp+Y zHkhS0MRIB61L7}nTVRLK`5US_$E44o81h%|6%b?eeR^gg)r?@33=vRI?Ne zaSL8~u^7O=aPsxM8-GMzc(kNtQ-1SIpwHv)l3*0yv31;elV2iDAm8t6=EK#8?(^SD zpV{AE(L@XAm66+Wvk8;IjT{Th=!clG!H&b0@N%p^Sc%R>tcjaViMhJtWIJ^nzGb@* zGBq+-PM1wuoMBP7W>ZQ&IvlV3^-;o`{ z;^Ln}yZzE}40tcmf`s^0UauPk0$w^1OwLUq|DV}}2!s?T+y(BZ$RdM}V2d&NKZNpi z8AZuIj|DRYZf-Ir##7FJVO#y^%1;*SIWTtBanqUJ#app5VYTDy;k%MY)kRuJ)zc3* ze}-sI(j128`F~;3hQZWSi3@cMi%N47=Gb{fjkAvVW35%S2x!+wXu@#hS_j~vV+;dY z@~52kOs+FI8cEGblI0wBB_l*G5eaEdVcdlk(>j4)0!X|i5A+I$akvN|CztgYRXwQb z^p>1bZ%%`>O+xI@8ps7^#tSCT(;ExGos`I{AMS7&-gzI-9YQOVwK5+9j@G8Ph?c0ruV*2;LcTv=PDZhfE!{MSXU_f zy>pAndTS;}i85j9L8qHN@gJjdFZ85tRLHvi5-_lGLD0YlvzE1-FNc2Sm*%Ij`6)>y{Ie9;K z<2`uyAVa6&A$j1x7ikh`)!1E+v?pW0-qQ1L=KNVz#IrcV zoAS2gB9fJi;ah6&6OrbUT6Z>;VWTipR-ruJQkJp5)ra@_N^G8SikE)@@Q|N$o~R@< zn?Xn6ZKh*!SA|8j;-X|;6zAb|_v$3RGM6s$5;pf#!Ot}7aa(~slquYl4m=grpuJqD zHVOTR`WT4oF8QqvGP0zCBg4SQ2qgt^y&7QkZY92wV}v({5d{!!o(L-33-P)Lh%K%h z=x1q39z@p5dE%feC#jjvegw*EF{b_psk*Td*T@euDof--qDgZNnkgK7S}h9tS*@c1 z=CH+e$%4$5v8C}hMF+%ix_DhCGa@(D$qInSj;B*(GwYfP6K;sn41L0ftnO_X!&`Ud z8>QBSc)TXN8YMqW(4K8o^{3O#kTxdRSFH#EF-!~jOuKki=X2$98WZTt@b!J)d+C(E ztGew7+^{KU?<1KVi(y(!_?l-xnJ@7R;2FF#$28$F9Wo$7)GN~ykD8C;cN`(fvZ52$3L7fJX&$j?zhLVs0QFwpDTx`Nbd^3QdAQ< zPpFz^*v|vBiaNhW)pkUc&lL4gT#WLWu zglTEY3y-oYlA5K+YIk272gt)Fkmo+_S8%66eW_;WT@+b4aMyGz1A|-P%6OL~}z+$d*Kt!7g*trdrc$bkKV+6*aMAn2}3;|r#_wHvw$ z2wM8;;}fS@Ws^of#X#C54@^QH-MJQU;`C=d0>1Zm5W@qIl1kv)Qn*u|DFa0 z2EzmuyWjZxkGwA)0`iEJYSFr~- zt-7f|WHfxml7mpgbO2~Nm70B#&C%CDLY}etm=NzNkA0EMdDlTSq=ut=@fRuiFis8c zKuZs`z0#NKKY2>ipXveCS$?MT5GJ}H^i#2y6Z_+4>qY#ss(pf$hZJ)X#cBf?buHSih zlirCxmu;Ua`G!neez0Xxu}SmKNS9hfafN|x5m5o2_r$DsgE{@<0n-9ch!VkPNz+;O zpce+IsjbW1L2MLmQ>PdfY%vxAgLyOByY=YB`bZ*8!d1J~N`;U<yWvudM=3$g6cyDzjgtYu*|CjDaRzy#K7fbo&Dx+aVHeK8eMEIc6? zgU$BG%&>i2T-m9Ya%Ar|IKpa~9e3DQC`jD2-@b;Xp-@efOWw5K+=QZyb0AbYILHV% zP{Rt+mt$XeuFLUh8rZIB`m1ZkTk5$IyvqhE72aQAz?&9N$evYznpnZ}q6C)T8+#HQ zxaVC<`k#J(MbNV1y46ZBNJ%&#N97uCu_7pZ`TjSop%>+B$ko>n{xwi3vBG-4-6|{I zFqVwcvNn;5{k@wS7w`9@bRc5|FmVhZ?1?j1q(aShn?Te4mCcqL9=ZtkAsSpQ-=%zZ z);&7dmmS2Zt%-yyS)%Dz>&W-+oW^$??J|FSWZhHGcn*AhYh)wTaOj-a1L5-2UnEjl zn0PSY8p+_w0&<*;j^zZJO5TN{XI*-@znZ$bIEiM3RMmza+lhK>ph?pG)56R5;PFS8 zysKV3kLtyH|2>eW?Xs?L!y$hQu4abjhdhs>S($){YcxcnO{HM&@9t#cbG)cTNs~MC zw_%D_ACjh!tzGU#AImCo8oA0%^A<&Q-DkER8C`cj-2VQ`>?&1wVYYK|*J?@nQ8wHy0tg_{@@a(`hg@Gf7BZhW^fNK~h!w-K-J4nIg79p569qNm621H0gOLLwyK< zx!d6g*Qc^v@aXtyi+Yh7L>C{Pl}V4fX`G|;o6E=^Vpim1s&zsN@2Mye*(cSjeBWm~ zC-|}=dVF|D=2bjHD)4B^frLhd^C)mgjRQJnS5@V@lcZa4U63ghU2)_#xF&kU*Nt?t zYigz!rZ*Xb0#9Jh>NYVMr!`i(19toTCEPMSH}g^~1!dbCyRlq{4sL)&);Y1zpOx7d zaPM*gn(pvX4*5Rv#lkwOMC5!;kGaPNA5A|g!YgQm*pX8U3I*Jv_TJl>23`Y%SM$p| z2htjS2Mg0)a~AG-HN@oU7PGoZ)CcDQ3&ve)1~zJy)uSjA8F?TJfLEMS#=jbEO#tl~ z%0&tcG3ewfH5wy)7fOdpZ5>kQLf;i0CYVhIgnLo%z*tYJMgc# zDu#2BKuvm`%$^_f!}1tBoo5srMjGwW-MrnhM^`djZ0=o`arRS<_{YFJ$Z0qLisQn~M0y*~Mj z8c#pD)lY%?i(Fzu?z$oEJP2JL1bDr5j)(^YGzb4KK?$i;79QmyxCB7!833ku{;^;3 zlIG6Z0ti_=@Jrm2gH9_?$C*gxIAPl%Xk4t%O>g8T60_85K-Yi08Okn_`udev-DQ1F z{aVR_Zh*YdvZpF`NJ)k+g1m62yGmt9iJmSZ!ooUJ?!J8^x2TvQi-CvE4zX+8rC#o^ zbs4CV#}K?oA;{s+}_*)@1_htxR@Y+|h~BJ`x`I1e)BOFWxEyRvV=WD=QedP_7Xp^Jm*#E$2k^-M&ErxA0*+g^ z*pDTe>GZYFncRwd9|+R-a`1w4IzLaos2E(k?+#{>4U!EEnb>YF-Fb$diMI(ikv+^kv?ZV zPpczYfzfScke7qmW2>nLp)K;G3p%w|z_mllAEci7=9U<@6v@?RPG+}oc;*3^ z!I^24A9&xqePjG&i&$PYo-iqj6XsD*DZm1EIB@4sDuBHCpo4fPnsVp2&_-WtRy-o3 zq5P}}+C~e5WXX;ldvIYcu3$yG!PyR49+q)m8KQ1{%@G$EhfYkm!Lz7u*&f7$CyT3> zCKEg4{H{7BP&F1Y2A44|&Xn`KAy%3?ogWd@p^yo|@3P5O&*?6{d5wHy$>%{v3j{lT zh!{6@1o+1}@C|^AlZvvuXOaKL`1JRQ z6%3b;IW}yKJ&AQpMXBU;K9MD4D^`_KjwgTelM&y7=Rjf9s)RTOEKKRc*n!H?!9~)u zdjrtbzX%*}m48K48gxvWmx?Ra#+5YoeA|_NX7N0{pM=~-{taU}xU39DLlJjrIKd|+ zGU%zoH=dNR?V=Dl9&#eb-5HKw@)ECc&JqKHa1r62vLwA%(~KOD1o%JS=%H3rquv+# zYn+^^Ag&mq>UMG-gqRgAj!5*75q*%Jrw6^qE;ftGUHSb;=2j&50Sh^rr4xO1{a{6$ z#&Ih7vsXR1#)io4+$2JHus&MjmG~jz)cYRX!9kO2YJpm2M|NYyidNJnv-uJ;oeOU0 zH?uhwg^Boa?XFZRy@fkO7i>EIN|Vyqzmvi|viah9geDO#yL;4qx0+dH%(~&X-oBlpSD3Dm0OcStlE4{|T9?$*3d!+Qr!P6M`Jg zw9VreEyShDU`1M3NBOV_Z{Xo(q;qXM?cu!Mpoe((Zl?~5fi>vfYb#ex!eue%lwXCS z5iI~dYut`nsxD)A1zXb$Uu(Xqmc^)zVQkrfo{Tv6lBMXrQ1xPL`ZSj*>rvojZmW*Q zX%fm|t#3Z-)+MX)UIw;(0%dl5fH=Du~=fVdn1anYqDihXh z`o35)C^qF$_)ouaIRFNiy}g^ya;raktdzNuuVAL=1y3TK^9D>KU2^T1O)qO93sx$L znm>+i!aj2%sj_n8hBHw8} zMF;pJ?XxAuh{T;#sA3ug#;H7j>7-pB0atEHMIBUY*^q{O~FZNrYiDtP1Six~gh^@qd~Y1+ zwD3l%D6ppUH-OzzzW;O3l}P%fx-0S;2-3xoas30r)ew2h(YXa8vb?8n*dRxxGzQw) zsN7)9qCf@Scf8Jv&vd7z2wBWkIV4ZCp{;Ks2-IY6f1$gPf&+b?Y3?2ZjUx9?63Tin zfA;ymF$))(KNN@vK|zp)lVQ*N=|4)f27ei*CpmsNWMde_1<=B04lTV+w@br=#{7`{`?vC|noX#NW3wYop9*v2q5HXA{U%d2Z76#XE3%rA3_piB~^$yfn6Z5~w{}t;e zq01E&2f53zMu6Mt5Z~mA9`$V=$*S{WBpn)|-%Seq+I|x&Pg1-fXdK8nr1JawGdLSY zhqIO9Zq#P{xx*Z@Fh?}d65#XZMJ!W9h{v+^J)P@bwf!Uw;@BCbI7oC>lX~M5Q}C2^ zd2~IrpOO?jnZ<$d=)Fa`X-^5F53K7_!>3vf{u5t0m$_dN&J=$ouX;y#G`KQVeTFX` z)l`s^TRNAzmm0h>`T^hpUx3DX<`!{L!o5GpZq(wNaKm8jsn2x{pBq%Yn_|Fx!~)mw z(s!>>zITa`O0ht1SP1?BaF!$SXA1@9>2lcX84%QoE5D-F~$4g)Uyzu@kj##_72 zQAh<XmY*G^v ze@6X#GOw_P_m?Hcc5C|sS!PlkhE4Z%&*dda1O(g{WVn8~qlnXkwxli?CN`^8RGpx2 z;lVD@qm6A+JC8$4Ce(->%jN!2!G*JhajjIWx$(xtY??c~4_A&&=C5 z?m1rD-YeQEvptQFKj<#U8KcDeGqtQ)@GBQ%tZUATZS>>Z%l>(-`{jDGYu?}8CncN0 zM$OpZG6`LFsqRM}np+$U1mP_E6fi0(Gp;)Ebx7iphb0yS0CTtuXkP70%-V=beFPxG|)j?(r8Z4X2eJ>x)+q*S|dvB~vJt z!nPD5L6vw_@ICkMvBDm{@s_#_+vsHL!Bs1&E~4pRL5L;Sy$!&nR;-npTwk0D`o(i^ zrmmYyz?-xP54QqUk+h~*{U2>6mV11O9>7`H3Rh>mImrvo+SnVz6D<+L3Y z3fq~it_1>)$&@dID(SWKRXpZHE(212Fh(_3G&4PMX|3IhU)*ru_PY|Nh)nmwV^O+a z!xFN~f&8Dsh3pj_SJ`zY5wf2BFUzo1 zI`Jb`tRR*TMYkU5`9HmYRJjs9G~31epk+NcqkC)1Pm6_%?4Djgu}9sJXs%8!!1Fs| z$2a1Ma;Osa)JtXBVEl6>AkUZDm_L{zP=vh$Rw;ZbfD?_>0uq4!zOj$oGPc9^1IpEQ z{)-TC#q^jnpehXn;lXpT2n@ayrGMFu(-eXsz0^QamQ|1IjaB^4DS(ZL9K;hre*W67 zx<~hK!42pE7Dl5a{og14mYrZAMitNnj>78L0RUl#O9Z$r^}IH~F+QAn!_vsjCu0t#Dh`{Kp~eIR(r(tDAXBm{Pm|B;b>djO&M z-*P;Hmj5olQ5E&X7oRib4lh@ICD5pC@=ZxAu@AXBB`=b@@R6&TF8*yaaW20Q2E_z@ znKXsvifjbM!I?d#$wYhnONBd%Ka9g_O%^C{+x3uirE)ptM@FTwn&7<|FBd1)FdYJh z<9)&j*-gTNcI^itQy3B72_!cLfv$0b@NsyPVizkQ;4HiZ#w5%(ZA*~C-T9fT;n^7T z4VW{?71lqikDe@B(u<1xm}2TO5F-U^XU~e<`1?qDx|RGq1$Q0Czwx4*XK$XiOHbQmJdFs^+@8E`j z|8{Hp2-?j$@}R&gI8q`FW(MGWAwUFS`A(voA?1<(Kaz#`u*Hk-$( z`UH6*iSmR=Q~Yd2kLMVC&o!N!oD(S>7BwG>7N8YiPejRSUjG56rqfq!tWPPP1UG(`7qcaU$wO(VoVytG$=OY?hK#%h!hbSGn>mtlf>u>1w2WLD34iGW*BicXbAd# zB&O=gYw)C=Y{)|lH{2rju3uKomvEaD@dnKM2!YZAnT2NOaBmwmZHop{fx$aS;bfL7 z;k%_C#BMz ziDG|}B`>ZX=s-6_a0ZfPYGxk_9*HZ{g1C@H2~KtxqnQqu@Do4}pK^?V6!_NnpjYr~ z3RHZH8ADw?DDxK<;w^R7#U_g@Nv$Iz(uOH^p2Cu`1ZtysREgtm9 zUHt3t!a2;;3cubo&^G!BEuQ&s?VA8L+Gd}Ljj0asyA_3<{wJTZt1LCv{x-a?&NwQ} zFO-!8U(9LfA-ZeeWf6(K7kSDQgfh0x^F}KZ?3m;S<&xvTA{>xg585U(hPF_iRP5#m z_}EsIGYj^8UAx4n4Y|U@?`S<#ZG6i0S{0!RGxv+m`QdNYh1D=&4;R;Wnj`N=63=uv zh;BuK5q>c`#y*!qn!raku|poscs}O`zwFE5VNOy}E_Ah-qWLY<7DlFwadJd4PYxxN zC|D+Mz-0BEe;V)RI-}SvVtyL5Fs~z6%9Oe>rnH_1a9Ry zg5oU6!!cW3^zk$vct%Pfq%&PhBMb0;OcEnZjTA1o#rk~FD183SpHUMoWaZAtF!7vo z_JyZHqrt9{j^mF1f(0sV))>v;3oj~1@J&mXt-iU4zAo{Cr7nch4pno|2-0IK)5*TX z1h4dkuUIM@sNdLSr*rB5%@H#N%EI+N_7k?jfp>B9+*wOk4RU#J(M70+01!ppsM7cH z&nH+$|6S=*a9}K=Mn+!^P^Tu#!gyI}I&o2iclYn@AL0>T^enHB%w{pT^wvJDjN$g4FxUGQEBQ3E-x={lmmSUs^9!kbdSvI0AFHBNRbc+< zEjBoE8`O3V4|6LhN6EFFMDZ)7oO|a_&%r7`H~~tnWi{7t1*NPtcACd%3G|InBIr`6 z7d8mos>qNQ4VF!CQ&U>kQqF6Wppk1TF0^7Q8h4;f$X||vSTP}xH(OYCZ&XLhsh5*_ zpJe5}P29vww0)*~{DT@zJ7_LfY7zKN+@v3>lMurMVnLsD=zRX@b$n@0d znO;>9FL9YFm5v-~G(^azu{uLBr}7JsBC3tv--X*oY)H{8GgCrRYEz z_doNeWUD(`E)zf6ucI6*#?t_H^8msVSJ%RsH0Jv;n&i2{4}ntxiDu;AlQh~&aA?t& z8ScmOQ}2|PW2Y=RW260h^3|@XyOU7wdz2_I(;LYd3Qd7GV8Z{G;k4$g1+D<;U zm0$x3&t2BboR+aj0JV19DO& z>(Drd;Ir=mtCFY(K-fOQzxbt7U<4wDHDKRytbz6(t*@}powbxatKLuMO1o>y72qyA z?Rg7K?V!UZtEVn=b~_3>Jg#{7xZsU!d@oZlS@3mq*%}s5L=^}JW`A_+Z{^>{1#C4h$S2a((4G_JXWnlagRbP3|e{}XLBcg z+v9ySxHh5y)4fAHa5k1*YXeT{GQ1wUQDBwMI@W|l7X%*^HC$8492JgTjWCDhD?@QZ zs$B&D%P_En7MW4*g$-XNzRLH@k-aX;Y3L+YvOc$@;RpPGVD9fzTUc^V zjf?&d&BTw*=V9IX_a+JH?kab)U-uXXB?r1n-3VukgQ%jLb~<-^S1=z8+p9={zC>3k zMS$XH%Vi#H+2uisr7^2UK%A*F{!{~slBP%y2_*=wI%E+y!(Hfvbo;&S9Y>TJ`-Z6z zcu?J_M)?*>EmeIH$uH0nC=x;t6n_M&KEN9T05C=yk z#XEvvEQjtdhGY@umO*y(?T^A@_eyKUu zi`h`UNE|TpIvWb{<44Y`Gy(CnT7eB$qjQV*2_m9nb;qyWO+aUN+(i*uYnBH4x0N;q zv*QTFhBFe-jpk^PzJ2_H4s;{bQ*MhnHpE{{Oje{JFOJ#(_D>A&x@I%Xj}c1k1dYOe zNQ+Im!gWcbScGY~to;APw~TdnoA7+qd16U3`Rl$M;D7Q=V6yPLp?0sO(+@;SLN`d7 zL}kYFHUH*OTZlH$1F0L;awUaQ3M15rev+z2ky$IL>t$&au9-;Hx>25`?6l5svM!d3t>0btVrds{edT>loA{LpPz@tQ-r-`!a!)9P>wNhBoXjz zwej;B_U()%E!ucm%^?r1S(h!;F=S_G-Yq48)0k(0Pts+pc{t4fQ7q---fEHCY0S|P z!a&LVzYm=A6v5BA#@G{-^niFx@HO{o7Y@GWlaE4(Mn%HW3Ns?(E_QfkJQiQgLz5BA%vKSE?sp<6drVxNnz2(-h_J=Hk9C4~9_6IHvKe^Iwz)(r{)o%+Soxol%|TkBCGPD$xT431)L`^zU7# zN~8iusKbEg#)t^rWCgRql(*B(cnk1k#O=u%GxIZ|1Xs@{H=+|hSu~1`740+uti}}c zGfb#7i^z&p1dJiTHz#E#Po>Hc6zvbsXo4+X444c2w;1w<`QD=fr_%GAg(!vYPtW-I zV@Oa!wzrZs9AoTe&>MR+SSyo{;yFA($jNP<_}rDDqv(EfBv+b9$fDY|0YLD09=ezN zpAi3_;QycCcoBd#_a3XqAYZQWxTQmk&D*~)igm(tj-I#0_KhwUU_dr{PQR#rTkLxb z4Aee4OxVch-1q=tyH{;;Y=q+L-QX-#;AfH&B{qMH>EX2SOxI!x$Cw$~mpJ*zI}gKd zHISjJ9P;7|$)GCumN?m?8ssl+9Z3)pO$lU4r(5&S+W}eEmY4;)6aV7s{D6^R6G;L% z{}9=5+6uH>9JmXY2<8S`#ApiDjW+n-EtfUh-s(>|x(W-JVN|;lZ0h;LaW32086u!8 zTp++tRvB-SV(vkf_et)zF{5Z}AbVxHW8xX~Dy7MBT>!;cRjZ;e)@0$u-c#l;8`o(F zq)2bz{?{!`bC1v4^{*Et*0V33LAPbqsD0AfR=wsWbuSkSUR^eP6{3iGP)#F85KKya6GJDuMBt5pYe zC~fd=Z`fFWmAMC|aO84ziFr;}PHnZ^B4TX@Q z{YKy1&W!xTa}-yfkMtlGD0iZZQz?@Cu~=NfTc2T?%na**2|>*KOevFh^7Pr_bE9}0 zmFT9{Q_8@j`sLB_kj>w232G*5`ez|49~BSrtG)JfNSEhXeiNpY21;gmai;eQ))g$< zd<3jY1vbh6&Xq)*K1KyF|KJ|wF1C4w2cIWURqz(dG7IE~q`Yks2W0{v3;=CvM*G-{ z%W>mJ-(qV_TGN$&opw}6W99tU4x=D3c0cZ@{#Wec{}pxBaZz<$_fe1%kdg-Jl8_b{ zy33&iY3T;(2I&sz92gn|qy%9Ir9qJHQo5xZ{0=_v`@R3Iv+us=PW@))?!ER}hBU8> zTAuCa@2d)2hQswR&sEQvvOqJ#KkB-~dt6!MzMo?E4woTQ)VRvdWGC*EQz( zQu7n`SsLh7BvrrR1#R&iYLM6A{+Zx>D5Fu$<%-}m1#>^e1+Cp5)F2%-K5q(pq^$b> zL^sLEn?!$GF)$JmSrc{FXMx%FgMJ2l-hGD}hmZld+Gg#CUzl88$TlgM+N@&YWXg|{BSrHy=QjbWws4xzEQcVk;Y)STuHfkEK$zXu#nUQ4cJsJP%wnZ zAEE|KwZvYo$MH(J+k{`UMlMR#WVz9r4*wznT{qnyX8zdQxP;ctoWE`yO=gwb#bsa0 zFaZ)?Td{AbyI=>WWFv5$D)tR`7wqIruH~<;$vR_R+#=|a8(0J*@n@WiTf{w9YAsQp z*U0(M1SK6|8o$AKZx~Yu@ok^*#bb%)5C??1oaFCFA02%&rE7vh_&M&0K&Q9IjH$HA z@5lvX;{btOb)HS>pvVk%%``JntKowdnjsw`66fh+Cgr8)TotY#IKzBV3*ipZm7l4( z);&Dmcbz`hN|+(L6@WsOdi<;((>yQZ3}YfHOErBuwKpdvZX_G_V?_b;+8H^3N*34! z70=uk9NJ96dDlhw!hyH$ZyXY5hrj*1MXc)X`R^zrXvit1suD4y+UYp_lezw_!Dv$q)g)&?Lh-{h!EZ> zi*ICfWASy=D86i-W&t#rbFVfigDztBy~ykCUGNfpJ;1F4(c6R^!BQ7$Sl%R8Lks5? zfqo~xaZKZ`dQzQGBNGYSO0CQ+Cy#DX-p6H|8iPI6H!{JCu^O=`NubA$m}S^fGPXhF zdlwH4*;p(KhOw7cM4x5L;@r)MEBjd!g?Kz4TD!|j3QZmFkwO|;QJAj5O~8G0TCRZ# zO=-b%d2dt#m3<827ph$2rSR_b?O%O$T7j=rt+U`^8;#eA$XCrtT0_{Im#TV(*~n4 zN%4(TLolh%PmBy6yCkLRAB}~)RMnnPCnyD2{V^x1Z)|?Rfo^zAB~q*l+v5D%jp}kI&UkHzo={Q4x# zNO0khi`c*ou_H0uocy62!gu8jQ~kn{5TdzNAb(0hAuhnYZUq*%FZ&07B1IQoc zk!WvZ0ji&~ta-{!A=zw!Rob=Tyjz5Bv1siKgEVq%qfL0(wIe@|J)mq+@}#Mcr5SjsRtQbL)=EkHE3 zJC+))dV%rEfyM;1loLWjRGqx=9}n71Y09r?F$=atxUSbLek?frn1&E&dSh;%$(abm zvewr&m$7_jqSJZo@e5D#qoS=)=_`O8-#06LpmxA)^@x)}VGB@-og1UI!#o}eQ|3oC z9CO;?bmAu#<%Fjma{>-N{>uzYmqU9Iz_ai$#)AT%zl?uT3IDN45EU$~7hkd^4FOTj z^my3A69YfvNxeT#1;zYaXmyP2%A{HRON_>(^+sTF?NK?Y13J~f@rUcFrf=^T?z)9& zc>mIb1Nfw@h(n_SOdYU<(vgHkH)y3ND1h~D)v(O>p-VYs*Dz3bg@}$EI*X{OEf`q_ zKZt|!++@XRXz&yFiq3~W8~zQBs8nQXy%21uGUO|oZ>w7>*_tpj>abNxX3o4-Q2xaJ zSjgNYG_u{VxJWBCgsqlSUD~KkW9;MicGyf>VP4fz8OZ0oQcR7cu_e&>&3^@Lh-^;| z8AVS4q6ejJoMF1JRBR85K0ayko9tnftFXCkFN%8N1r}?McXV2-wq}E3bB3VtWj3-M zIw#acbr=pS+BW;b{^!|@#&-c1!`Aip6WM6LEc4_u1QywT?xj;d-|}CiY++A&a;f=a#=nE zlD?-lKkBRrCQ2DuC+SxcnJZk zaJTS#_jtPgGi($h(t9Q6 zD(0^qssgWRv}PMbFrFA_D6{QdQMh4=SGPn(mKH9w-HsbLRilQM#}zsi`i|wg`MvGG zdPAd?0ltiwETgmc7{&niit$ zY}o<@L_K|(UfQPc@L;V-PNDu3=j3BhM*^C}(~Vwr*a8PVRL`M4cfJ4gVfUG#Omc2i zmz5KZE$$Nr4jdy5IXE5pFsS=1HH#*WCzjK$u0{-9?Cq<>XT&tqny&q4F`YO-yZWDn zi&qpXEX{O1A`aw<@jR@?l>%)Y@5CFoko^zx=CF(KrG0E*HX1@zgqEk&v}|x?P>1(5 zJ%^;pEzAfXMJIgxMX>T*!3*+WIM1xTeIc|zI5b)yv#5^sS~(yI9qZDGPuU8X;N_A% zsadnl7_FHndvYGfPdI~b2gxC6cRx3bH%Cim!Po!03JZ{u1gfN#%a;THGz)<{o`W{A zCqowILksr<1%IMI9T#$M(tXgjNeca8XY!SAp}XNC0tGe{t&6yyrsN}4K)dBoKu!2gJoP$H*;8(HZEyEc3>{B1a70y1n!+6O6^-+Pos7kF9(VqO@ zYOt3J!V+qa6$FBD_C$Mq`9|+{!a@X_o>g{pE4u6_?X5~sEIa{p_>o5S`ozbsE~3Qo zA4eLGgTJ{s!DIJP!L8oroafj0*2Jj&mub^{#l49}_iW)3taSB{jJIyg=qaS;-GikI zi1WIsfbH!(2RM*e-m%X3`UMb*SNe>mCX!&SiT750M(6oV5Z`>vx1pL)Yy_-e`Y49$ zJ&BI6z^)gbYrQCWh=sc)B)xtN-#Z9&Pj*2y8?bv;-*@x$kbok0H#4@w5>sCqc!Ij$ z9p81s{eiI{`JJGOaC#l1G^}n%Ucr7z-dk-|9&G*dEQaPiIBWKnso!qt;!GHfqVG?> z@L&G<4-zaBh$t@sZ7=@AJ@2B)oZYj=na%mmhTrKr{xx&AC6XHqv6!&ZQ$}yV*qrZ7 zFX85efgE`jc+8lbh4uNqh#g={y+m~ZQ|!Le#Nmuco zcjGU@#ZR^hZi_-46}-y4%QbbCqWMyn>xKlHF2@GwM+=-SgT=m_^v1us>EG< zit6e`3t=SVVKcoGg{916`yH6u9Y5cmYU|Xf%=)H@`x0xo{1{zCbnJHwmnTx3I9Nlh z8pKfaPv6yCOGW+gdxO$&TO|mVRrgCkUba@Sn(uFaUnq~{aW>`&&+pAl&P75>uE19o zgg#f@R~Y{KH1cic=7^_3giiyW=N>(47M;jQ!Ex|1kwN=?rz`#wSfS<3cn4x1#Lxw> zXBP__5lv-dzsq_jdY|`=y;6wcXESYm=(qZr(R|If1oL{!D)WZT)?I@VDo@1`PEjsf zS{E+Y-2#2!qSyFHHTEe1#NI3Kmm9;7jb?B*_l36)cUH>|j)wJKh% zk;^lUyjl)r+`SBD=;h&VQ#wLX>#EfUXYRh z>c6YpHwBsb2LD~{VX#!HYLh8{WVY*?w$_-+tKrj`dNJ*4m+yq}v~WbKweEYVG>gox z9;y!5%p7fT4~=D8Wr`GxXCX>-3ko~$-tZ)IX6mc6sVV-_XB^HR6XoeSze2)a8_>oXVjH@QJ|AUKCw% zi~;ZYHuh=72yb_ttL|#;tv0%;-N`28Q?R}bN7?U#Mf}ZC&pXMzD|=PD5XZ3*=^v1u zMFI``{4d;1nx?Z7O@bPmc~x9ZleKjrE|9a$T!7_L-E>eQNNw<5Q&dCk?K0alMwt?^~)*n%e;>!c+=N6@NB5du{NL!P=#7Rc5)LDct^#o#C|A?yimNjk+j zIoVXl<$h{|?l@l}j;24jP`EDO75LshZ}P&0Dp&h@8Z0(%dvy=~N*=cUzQki$83gm_ z1gkWfaNq<{L)Q(X0h;Y3UrnUS@X-zhZq`awrzG95v1Ou|Ys?hAspYbU(K_+y@zzOx zK*>Xna~=u{-O@Ucds3WA?Zj_xMR{tJ$~80~Q!KwMW|t^u%OpeXF%g!(B7^gC$O1)} zW*1va*>EjK{&lOddZoHIGQHbyb9;13Hid_)Xdl?)TJQ+a+(CxzWmMF~!ZQUU+pv16 z2&#IlJbbh(QW|}jnL~t(?n9f1X~UL)$O7F$bL}- z4$EyN?;QA$8PXZH!f3jdxfVild)lNN{R(jZ8uSf(d6}>PPqN^7Onk#m`9|ZzyN8c;Tys~Fxh#WGkA4r zS-!a!kcrp}$^BJS$2{`&_zRBN9c+Hsu2L4bS=b%y)yg#*SSi&vB(jk0Eg|DZTkRkQ3d=n>=; zFa>5Atfa~%UDnVZPf18EUVN>`dDSQko%FaN-FYbar{R!qHRj1KhU?#|Z8(K31{N+7 z^ZO;ET=}=FLt31+VD#x%9^v~)K=-voA-XzN?@|F0T0_WJ$BJF?d?*==k#{$RpxlKN zgD>rWr^%^AhBQMylH;#&Um1o(+}%_H(W!_81MY_lhx%sy=G^qcbjY(S2)X1Qa|JJ1 zG@c^&4=izmNhi@bmcjcpuPHN`OPwkHA6k+B7xv}jY>NMz&_{t|>AUwgw~y?9kOYS( zLD{t51fSk&1j)BplCIz6n6C6IQcLW=RA8(BLFWHKbPOc@(0>ymE*}cp{U`S_&vM|? zJx4d;=#kgI%;P>9m=ymEs3Olnv^x`%A~}v$>pg428JV9N{-qjYp<}-4ntE~1@Lhhb z!qVECc+cz2!%Grl|4RpEa7QlmkAgJX!V3B*#J84cpzI*kNmix3>fh9P+@w3Uzo`kA zL8EQbFg-x>J<+7|gxph>)s8gd4dqt*%>L4j(;x6){zVD$GOK+xo?H=(i5fQlvXc{{ z1!~R&~&tSF0VcF!E8(h=r#kF_cRdD=J z`ZN8J>D7kxXd5~t;$goEBSG^OKVvpg2_0K9V`dAs_|89iF?jtd#dOVoAKjpiu`o%G zL74o`KO52!r>oVe0kO&&KcW8MGce{A*!wT0 zQGAs{SyI+L)2&#}P`rSicexW#tJolycx)z}IdxSMB92DvCvs+iti~_O2(Cuje&9uR$Y%}rB*2+5tLEatJVhGiLXNDWI+g=!GBvlm$Ip6A5Z`iq5Y2pGb$ z92e-6eKb1IPB=wI>26PxLMzk?ef!`eD*?x*^$N)gi%E%m^t-5-;?J&W+rJ@%<$K)2 zR<6UJuGPgkkn&Qz99a)n64+hI?1rFb)WyD0#lF5M;vDkllKAtD3aEd9q+@aq7s~1a za!`QA!v%G8TF|_MzVbR?Z}u>Gcs15`8HM^g(?9VcF4B|xV;-LGDtE{>WN;Z6asvRy~OUYBE;$NAc=1Gi7Z-fuI5zmRBZO zJXg$gs?0Bl>t(pCz~fDyp!skJdm`Tik$o9slQ7r#-B0G;oXm7tU0?A2cIlmB346Ak zgCePC^m@{(OCSc)a)Pj%v7$x`W)W==m7&G-2rlEJxJITQI+Z$oqh%*}_CNu)69L<) zoOJ>1dRZc`N`&}5!r7~#o++*=tvk}3` zVh@rW4%g(BD@sV;c?GGffkjC9&Ut+dcD+c~>=DrudwxZ6iVShr;Oz;L*7dX#9}U?O z^Xy-b{p6pDf#4(wFg+`yW}(wS#4e@go)5*;cZ)Q9;T&5`Dk2N%5^-&@MtFwVkM*LPA_ol?CJ4F01`PWM%v2qNl_m9|hH?F|dMLF8yu1#)u79 zzNA6(R#y=b8xbbJ0xa7b$)wpCV&W0SmJj^rjPw>hjz^O?TJ5dzi5XV;?Ukt>)X#bh z&@)7&A2DQjP-?ZeJy1hnbZ~n`JYApOSBM|0DrtKDfop6Xz2;K&#*O0xCxA!)g(5<| zn_2_-z>3UpQ|%fD|Mivia<|@oHywg{O~hS6GAHMpZ2j|6yi?9K9?5aVuNR-N!n$%K zS-HmuR}$tvCE(!$H$ucuhL8G2oyvyB$(NHhsZ%ly?a`U7Qr(z{W-tm*>@=3zn`Sh2 zMmO7?^f#PYFCU;y?EG(-uk_htXZtHcn}I52@&cFVm`z(i{>{4K;5{2f22Jv^JL-_p#)w`xJg3)x?4qYX$#F$zh5XxK9Df6Q5D6)z}+))4-!@LLo%SJ^@T#@W3&( zLYQfR?u3ACH(k$bqfS{-aQT$yH9}8OY@UEDlI8+n0*xV**kpyGe~@ zi=ds-2Ttz>@!{^>I?lK&Jd2>*n23OfpbiWQ`gI&51ENiGX~0i@4sWScR%;2kC%VMC zXH-#-7J5h5W)vNGdboTJ1BDuO@|ctSk8I!%6veV-!884qI52FEDNB31Y3&H)x{9O# zVo?XqT}&gLB298hgIL19@R6`qO?XZ_H~BCO&`tYCUK8Bu45tTlZ*hity`vy|luf#s zMJcICIJ1VStgL$@9nW!0Yce*8g@&hnh$@fUStB0b9ML8lLDm0AJZMZa|ADF^@`wAc z$AcS*oFQ5ubIJNJ0F{{3mlEh)A{UmxBYbj4HgG$u#Bp5n0UiUgJ^rXPm9Fv9WX`c1 zJ5(z=fp6-#H*RW>IVgb#SyE*Jb8r~6@Y%+kI9L+a=d22Lu4Fs{`PK;&>t+#j6|TP25OK0&ODaFdXU#}}2s}t@M-y%r zBvvDMAp;pcs})sWTL99A524N{x4Xc`il3^aR|p(Zi}tYLFfm^7(samcG%n~(n-lqJ z`Q{#%wC317d&^V7&l&AhQvVlM@;f4TsOXE{=NLHHFQZrY&%4b)k-VL8q2bc&^-JMf z1Z-tjiY?jv*KV%{rC6>Mo3sBc6X^4sevT-wf-wQlQu6_6s=uiCeq@!4p~+7q$=e?_ za9Lbck!$$$7(Q^BSsS#jy#eG%KpRv+38}()WC_kyq;EGSwWD|94upKP=6FU0iEb&% zprfrgiBK-iS=-#54d!dV8C2pm1xA^dSWdUmLr^t?Dg6XVg^z_?MZUjt8TzOTCq{{n zr>C&DKak_;u*JL>ax0DO)?qZ)#yYx*9vb>=Fy)&eY0PnQvl~}uwJ(CQ;3Kyal9F@# zfqihHC)YV2t%FcB)Ym>fMu1bmDt^VnXR(`n3VXTJBdz*%eccci>0!3zB89H$_ZkGx zc%u;ApE*)p%4>Ed=Wcwg&LB+DmE)l9<0}b+alNHw=gaz>?^^)t-eZIP)bT0RN+M1EUuVsB-rFSjQpNFBWgH%jrEQirpdgQV8LO#he_b!Wu|WccL`)m^_^|~=p8SE4YTF}*i`~w? zwK?qn9&v?M`#PirZ$-l72uP(}wDwytAI9Ncu5U zgu7OcNE!bq#FU+*yrW~EQ@+*Tbq&9JUWAmF-6N>A(QDkTP2@s-GRtf}^~Gt%f>9cqvQB-V z(s8Y3=#>IF#IiU|f2H3nCwp8@^nX}ZlxZPH|08p%ubbM&S+0}6TSbxHm#as|!r~prqp4(IL?71L`LjkEGmyc-JUQlD3nV%~n&OoN0 zt|{eK7|6+JA|IZr6mE~9i1WXr`Tk+a_4%hA^E>gKulKL(Yvj`-XufZ0wb{&TN>8Jr<4ai(OI2dXAMwu`5ppZ}PGYkr_V7 zk`$7lQ$%zYZ3O#TO8%o=8Q07(Z;Q}OHBh?d)j8>#JVx1BnAiN&+2}JoM(veH{H8S&A}C?3 z4d`Md=b0?bBkhUcx5F9#)=u5!pupE&?aPgf_Z;{GW0jMc#MU;_#;tDi8r)&2)!oQk z|4@oy1S-toA4gia)e%0$zL!OBFJsoT(@CMBV4C)M+X#Xi)R4iDsqq@Wj=Q-vgyef= ze!@2DD$_*c*d8eZ8j@3z^}H1W^hnT_CsOHTFDs5iQeS<%o!SOpUuc7tz%}fiH0x+NGwvPBq+yn=HDX(Xdy?xBVx0UaU+|aKP!pW2^KHtb5gwS zXk*xuAHiP)RL396JQf2Jtvj(pHik=iQv^plx8o6v8h2zQ?6+@-PD@+%0h8e?I_|62L(g$*ubnaSZ=bIcjx?}zPFG5vwX782hJPr zdxx%eaZ4qVIf%RG-VkkkH*kgGm^h=~=w-iEutd-ADrNoky+IfZbkxqZF+ELxIc-bn zN?=+muHqRMG{`{eeizQ>i#xS&zq@-o#E>s!>NB%XzOWJOcSifpEJ14@>|Lu3hT+s0 zrQ2waoTIF*x2%ezEM>&8VS2mOawqmI4vqeq8IXLPd$bqM7RUq!wyxZUr*O7vid*O{ z>4)=h^1%JlAo`JsLsE07<$~u@X73z*2Ai9C%`+dZrc52kH+5Ivhrk=iYO+cvMml!(2QfT?08=l9$#W z4n@Q20CWgp-Ywm5@Wpj2w)38{2&YA8&R#F!iB~?WsMPNt_17t;pXW=y#I&|;2mRO? zt*;UyFkR4o#%$-HGh=!_Z&`pb(sVo-ojtYYY81v2dNsTv!un2LYZ{Jmv|k>V6bX{&rROr~CK63+kbTt8?Kn0(rsMBesSaUOI)_WPI#lY!_+YjzAn z44~|`UNqJ3u@VIKWEq}zO?~F@gHwr^`%Dn!Old8Vp0IUp92n~P{>H{6%?~YWN;`e+ z?5F1*ax^T#YDfL!`-)Jd5Lcs>)?Whwm4Bv+?3h!MdzSD_Rm47+gm-6~@jqvNZUhft zmRbRf)a0b(s^PB$oUIwjI8zuM1?Fbq(rX-aq5Ncl56K9dN@$ivF>I;QP1I_+q-vs9 z?qCJZO4gdAXs}aU_zIX=s=7bJ_VO|3*+L4{qZg#55j1b47C7m-_(bk!H*h}kCo+y7OUOuOPB1ID_Qqy0FVRiU z8|B(HHdo=4-0Rnv8QqswvF^+>mf<-_TKH5j9v;$NkAnp1B)xA8~S z9mw!HP!pyY5v9;c7;IKXSsS`;bV#UFV)D`|&;vswn8t)Ee_p4b84nrqYmLO#(B72e zY283;TOOg%mtMuYe)J*qtoPXS|FO*Nr+V(D2RLX(n@WsS>??ORX%}7BoV*iQ><0A8 zaj4gyI`BfNe%d3sQ|JKxx zV#(SeH8y7`DQo2DwK)OL%L_oT`Te`ahq$HJY=^RLHbi?TG?!oA8_%_~e|DT({ueA;i8N;Tz;DQHY01OM<<(WxIH|GV_nwndoi>ibr9I=Nizjm(;n zoq6boW7HRKUOrv<=Vc6g>!szV^p8V*N9MuhHrAyH`GcV1^X58bmHQ_g{_FZi=+k}H zQ^n9DVCWVQ^#HiI1JqvMU8|Em3eSMF7C>HmAnp0<>HbeE67_ov#e@|Vem$V&Oa7JV zbYI`n=ES9z+9@c}iaF^4nU70)J)y9#d&a>+k^4DEONQSt!}Y_wH>jcILKs5S?5opA zaF3b0ldE=ry2?1Ry6<@V>!eoTaGqI$Z=~6GkZ7;`F4NUI zl4!-n9lXGPSk0c^e93t$bX$+R7s|JKciCdLl-yV6J*>jMo;=cAJw3%{Ggz{$qiv7- z6k31b-LHA=8by5A*nf~;OK`SG^sPG{OvJtrUU?q1k{-l&gmczmf1J;Lb|Q<}+R@Q- zuP}IgsF{ji`p-C(eL6%Od~X%eXWV3AcvDFg3vD4Z(MJw!YZwf)G(c}W3dFy4lWAXM z&1-%?p_!{l&-oCvF7B&>mj&Sbg5<@B+MC)#AShu`LVfZk{ju7Ty z=m@qvNMYWrWJeCW<%%?mx{>vGcv^WZlq(tP)tq6=BcSc#4R5tH<{f zwNcnCbrL+Xs!%BNCHPbAA{WBj9?0~?i_`5~P>U!`{9Z|AM_(7NLoP5>eA+_#FpDHJ z-nf3rP;7lw3oUNRuFZIJCIrM&C(-4iD;mbmHaYI0>o}xtR=TV; zai@UX1ToiwzvtIl2j}mp98LD_lxmuFc)=fiZj!H;a@0Vg3a=xaH(k1Gc)DgGRU+ia zXKOZ3od}^O|Glh$(M3mY_9Jp;?IFYUBdWU~Ps7FZGC>z|<>A|C_ux&^priWN3Y)q9 z{HqQvoePf>2uH+fbdzr`WE5A{<2>+RV!3}`Y0<8Dd;Q&^mQ~OAi1Jjkjf?EWY_ID| z%w_{=(tG0$;ZovjGZv9=9cBc1%k`^^evIRv{Mmkc|Gerdxw1mQE^IczEH>^7Q>GJ> z5g$n>5MOcZgq_iJ3#y9=MrS{fs7Zc(@YH;WDe}sDdJdk0gf($!*$HZwU?aJ;@TV?` z&x(-Iy`+C$D#%!oqk7Gjl@s414RWCqezb`X#A-*22=EX}Dq3zqtL=O}Z&H(SMZDY) zIp1jbIwrnEFVs$l8%IhlI2x_5OOo~hz8^VQ+dzD(9wAeaZjx1WiPybuvUEqB@8_8cCf3xbbzG{rT*-l+{TzX<5&-q%K!4uS6eXc&U3hV$dsFc4 ze8o*GO!?EF=iBQc3oMbQvop+OhcIY|l?&dj5UP{Vdg=~Z3+aZoV`>Nn?ju9vM4zJ} zK~3Vr!)W*S=@w~M{ck=1D-PNIIsT06Yp!nr**c#+PpGHH4X6BV5~5ZPUGGgwnViMp znNo`wFaEUwo9C7EcT+;W7U++>E;Gvj6X8arDMV&!?dc{h9aHOb@h2zbvyp?UJpN+& z5`*ki_H0h;6esE&+5>k=iC)3u0vZ)oteIc~c3oHgMa1D-oHf_l@tCx!!Uy>a5uP^Z z3MSaP6=}xKGr0u1a7NX?OY3TNVGNuLbk3a3(FpEJ>Dgrl1XuTo~Zg?9?Ek$#Ognw+$g1`K(t?KM6ExJ{oOYY^d(} zZ2o#YP-Q$*fZqh*?|fUV39+eb5U$^GR8)Y2#S0>xRckI1pw^a^(rU@|(T^J(#i~r4 zk1PMa3Sido_#EFNPKZPhN9FNZ%BLFS+_*WeWiO`Jr<^q*u%0VrrfCNgj|WIVYaBmW zp;| z5tf5|j+X}*|E{vql)33VT@mEJopJB^#drKk9+o1Y`=d9) zom8C=#yuRpFIK zCyCFizG2eUCUcBktscfJG>32O!eDbXauvLVo?y2R0oOBa* zmKn0G&hiJC371AEW`2067+1GnI7m{) zc>IPC1E`+GdotvwhMMxH`0Y_iCbcxxybjEjRdQLyc4&l9S zk5ZZRX^`_je)+FERw(MRlZ71fS`2IV3fNe~`c#vK?X5OZLcOTUe_- zs+d2#r+GyKOWruBJHLx8Ka=2=I`}2^ze6S$*J$W9>3hEr&1(;xGZduB5QoBfBE{&9 zthtq^g-dtXA<|7$)UPzycD#s@AeFD(;nPXqJ~i?MKk}xZN>|=%mKNlucek&oeFqB5 zjy$>EdDBe5<9Ph?D#PtkrH3?L5Bh`5-sZP--H_CoPIn79Bs7Xn9BTl3)QKz6fS*8S4@iYInWh+FP^!Tc z5a#K~%b4JoTR(*r&z^AS8Dvt>3SVlUpJte{YK*mn{Hsr(T=`VnaYgyaQdZ+Td!u2| zziw;it1lTA_`*vNtkhRq6se1psUxAbheEc_eiu!%UipKihdX%&EoXDblY{6zHcX z7jn?vF!P%kec=}vLLJ-K>i4ovH&OfH5Q?|k>M@UB?e!Ak=uexlUo#}-Jbpi2EB#~c zhUu-G@i=1Z=eGxDiduJd6K`e7qp!!P@^5Qx(GMsDccL$X%n|$PNN^H;aVU98Hof zqFgT{m5vMPx}iyzi%DPFE#gdjtKl)aG!s&sIiyLrlH<`e9%7J5C3m9qR}Y|d6YYFG z7o#jv?)G4rp;6#XI~;zd6Hq-H1sqQR*WrqF&i5JfS>Ko;4ppHF9Dj_)S{>OUZ@-8Q z|KtrknkLr2^s53b+z-tN!=5*ttrhXih1#dQ2#+p?SVDXycYh!!YR2Dk;UvRKcc=!t;y+dwFHIot4O9jE2e0DRq;hak!&w(zN1p?Qi1BoqnM{6h zYZVH-v~l=3!qea|TA}W|&L`s3K^3&w80Ck~wOu8Qm8nA^NC$sco>bN8#Fx#%Gq%%o zO58!W(CHl4lQ(I;)QOqkJQi(@0n5N5?aUy^%Hd~8?$L@PQCPWx)wyBvog7m$tN0ZI z-*~I*o1N@0jX$)ZY-=XBrc43x1>{{>?*fZiZ|Z`vEk=xTG<5&m=Vs_-YSKK1e&{*V z)qAHHQ8qJnY&`lyZj-Ulubh@TK?6$nGDaB-l~jbct9subw0(BG*Rnr;iSG{m1A_n} zrQcVTQFXUBNTQ%TcbYPPX{kT3H+0NU;AqhEet|??>;Zn0LyYEs3Gwis0!MH~{cYSt z)Nf5>%FOyLU?<#~c&haRarMJYPbKp9a6aDbR^{u}UL>G4vQhcJ!ATR5^uHKL6m!BX z8sh7hp7N!_BjtWljKrQU3GmC&g4lu_a&4FRv)YHe8ux)GB37aCY#4*(tZ~C#Z>Q%K z+%a&!&QV&@T!g2K75fuG6w)Q_oSsu%%2*%YAUE34V{K|Ldza8!TCc~DBEPPJiYxk` zeQa^(yQPrVVv7$c9|)G+bj~yky#21{>3F+vU_s1m;Ek`H%eUl|)8De6D_8z`ALOQK zUh;3HR@P%>Rgj?01eJH2P7hi^Bix#Fwa6*sLkmOu{_UQuoGCl)B`k_aT6!=ske_Te60xW;f)=S(&Ui^5JVzK_?ZB{sU-&ll$v=91y`dbj z^Dq{5o#9&Lx3UV;wv8!)c9DnDi+|JAq)vXA$3$g{M1%@07@Z-dXB98jH)p_3iFFNK zH5ZyiznW3V=}h@Wg{8K|8Z;)=$sal|-?=VF+vuY^UoMEPMsN&=O{AKk74X9fW}x#w=WKOVdIY@Bp^ zlUsEIhe!Dw<Gl%C@CrjP7&n`Z*GSr>vBQ+CPyJ0f^;JN-73mX64vQp4#prNH0~%l5xtj9Bk*$>)83LF^zEn* zX=XW$YSO1X9`$cVe0X^2q8l z5~|G8doG>!m)o@kRz?WAGz8Ln_DO$5SU!WzcA5|~V1WNgD+nFANw;g^@4U-9pG?|j zHy-EhVq0c&$Gsu9#p=|Ew+0&mC)JiVzoKGrOJ^|~{R`p-1^-DW<8FgE>av|kraGiw zn<>BLHu-y36BSD=((`_bT{&_E#5nWar&@YVWzt5-Oxo^g2gf_t>qruJhi!7rzv4kR zLLLpieTC@KD*wWI)nbwY4b#8z`Y|DObM9D;O(*KN9hxcRuAzz6Nnc{+d^vi=7zF8j@3`H{_EzdD;HP$GIzjV4|R&{dHapkL{K#w(G3FR ze(1Z=eM&szgB=o|qhFt(z?D*6@?yZ#RQ>J#BHp^wiVuUi1>#eK6EjJgu^id&vx~qd zlv%GoUGuFp;Zv|R^63Vs+3w^HWm{jg#|1aLlUXyQw{D~9dr@Aj*I9*wEfb>yUZf>> z?8IqsJTh10!9u`!{azWB_XTr~SKpeN#_A;u9{9PPWpWDsG4j z=3Z3s?N7mLb$=Y0=~kLVQxtfL*(V&jwsYEE^C4CyQs86O$Z788&Ib=9>pt9C$qE-; z1GF*i%NjE8;<0u14BYGDAe(%ie&GAmy$vQyi76Cw)X5ofJrR3K+fltj5`)WS6gPWEzGuk#jqS^*iFJ%YPVGHf?Cq!O%lJ#4Z$dhQ) z6LXF@7P<7`0GyMBfW3*_ty^6Ii9_vTvNKm+%}S-b&~xDnFZ<~|IT&Vqs@i#Ld-fV_ z(ezdc-CkbE2kmQXIJx;;u&c>9gu!yBEkJK3D#67sx`fJVx%J5A=~GF6^FMgC9FRDp zvTZ!oTsA$@?5&-X7TE+wX!xKuEx1+=3rA9CnNl9ga_q%$(Cp<3O2yNM|Dn+;_yA*! zPo)@#MRZ*QE*|Vca%9tUye?KXAz=+2XzqepG5S*ywI{1??_)n|R&AiVgjV z2pS-B&nQEk&;j#IyH7zh(uUUE1c(=7{VOWJ+z>I?N18t<>ViStX@{@XIgpd|s)^M%!F4kc6sZ z)5WwRjn$7m15Ull1_mz|_4~Ip-@MHDG)NFvh)YQDz2q1L+P^xJhpJZ+cXCXUgLv#0JU5~>BMUVpsmEXxShg7*VT0`x_BI_O)` zWitG_zK|vBDJ(3(=l~>94yw+JFEF{Kw3{|_TEY|93I=ChT^$@{F04GSnP}|`8ow?OwKqcXdb3{+m^tWp6)wAz(EQiijf$(bob_I76G=Ja0-H2<91DNTLs1& zbm~>VgrQ?_h7gpAhoyorl1!5FO9t(fqFSLTR7;GV-vzeku8sKnafBqbu!WLt)*`5T zqYtWQi4+Rpf6**l?NDnJ7>a)QrHm-Ae)vGS5^16`o<(m-VZyusf9wi7^nyk9fZiO3 zu;4D{6uI{5qu22U*`7IT6udm|L6I`Jn;CVit?)%K!!t)gss$E=ktp$^raHG)^B~!r z-PcOMxtb&Q0)L@_+jTO=;YQfy@E7}mPZ9-IRd7cb$}Qs8VyP4-C=SePiwvmH00$Q9 z7-2wf#-Vrb!YZFW&OcZ$_w_c#!4^GYMc`))X+rr!vFy%JJMqLmE6I;qN)%inP5Yv{ zEUGq-aFf{DYwBn2p_K$}|K;C-)5yHrhaX-iz6R+TXv3Bd*X#?B0)YL8PfJ5a!ZW#J%mmq9DKEJmSVus0W!_=htGX1mFNL_= zx@cWU%zQ_9&*idQTXKRtG`eM>!&LGReM-KQDM&ZcceYT!41xaC{*2vlHKkcFKfXij z?NQf0vAl)yugf5&1_PUF$4(=+{I`gpNq8n#oMPuvme-PHMjVWvU3`e!;6VcacGjBz zzD#YDtL4W2apLu!-u$i^UoFu^2$sIU#T29eenh}_VJ=fw^{`0^yVyH;O9?+4_{6D^ zYrCq|=j#{*S?YG%x%i&{Rn1QWtU;1tqV$7_;X|yL2;?UE%vaa8>0v|AEA+SgGs#+N zI;8fC3R&Dz+_swn^LIy((&`X~ID4uw;h7qKsazOJD#Xa)|L(uOsPpiR*%R22IqZ7v z2;qJX0!|nGVaGWur*`BuVbmES&{vToE`98p@3S0Jn#y!;KWi74~tT$p5vp zf`=96Aw)5@hZcUCducsz@oR8Nheu~5>fJEGkd+c}7oUkhR7x2ieG=zy1FoCFQB+9keO>G!jnta_tPgus5W7if7n}{U#{i5Fz(Vejh(`7%5>ciR^U11)UkZll) zdDB}#n=nA+pnb=a3|7i52*9oy@IZ^wP>$K^xe+lAZH_PZvW9=m8I41JJf0M zyZAhH;&a&;f3H}~90{2%cGskFt3;A`ehWnM`gz|xTBV9qby?*(`P0?cF20dTjoY4) zJ!5w#R0*NYESY&<3_PKeJ^Ng@&$ie}DoXor!R&?CHxPf|q1BeR9}(HU=8rpH)_p1L zJuPxJIBe_E`nzUwwM!;`c@RwlH2RY?eo^;Ui}gARX}px+BKIX5@JiXJt?*Iy<4ssH zI`g!#Ck3q$X<=4srfILpt?#wr&@-s?Lt4t07Lb+`VWr7O|wS9awzkw6GIX9T_b); z-?SX*8`5?1+^0qC)E_p~)dolw;qX*n>cQ(^-P`kvSz3EOP;aX71Sl~^?nB^+kO;2e!u?KEr7);N`#<&Lzy|AAw_dqqeK@s#IsVglv%tx` z<5^0nt_n@4GxJz|dCB?$sUM;E`NmJH`|;Kiq<)b*4KsO7IJ2MLm6-nN_BAEYm_G~& zi&3}>W!@q8BKYdC>U_MMszZ}t_OLeIOnhNBEFBzlGBSIUZ%Y4FGU}b1;9j zsK$%m%AlfGQ#G`sxV3a2uRL8P+&qW>X3tg;8T=~q@{f{{0Mluq=VSBirTktxT#0in zBcWypTw*ahDfaQ?jRP`igI?)XV9++QZeW1DN5Ot6d*z{pmodUF3c<^(*I5Z@+LAq;IW)ikbutt5L*4@>UUC0 z9km&^4a*c*B!CVL@R$iQ=6q`l2u*~d@F?d1oJLJ*QB43#zubaYH)Z{>$^ecV&8H%9 z99PMf63IU>fwS+NQFf-UXStT5P*IA=Ce3Beow_C3pE(o)!2QOnrQa;Z>T6{ULG`r> zy|CciC&YaiICLAiekRxR7}hhIX184H?~J7g(LJ-?sLflJI4(U0|N0@J7z?(`81?GJ9uwXxn4MvK3) zvN2AnokIg}E(Z$v^;yQ0oR(%+9_{{K9g!}kKvUp|KHtvdp@ONaizuD)dI>|?l_e9f z)ipP1x?Fp|Kv0Bvv&86{k(N!1FWxD_~>)q)@V1% z;Cm`-7`3oS+H*H=R9HpuQ?J70ctl<^o&RVhro?Z#SQ=Kh@^11QZZwm8ft4$}(x1hD ziPG-hO$LchxBEKf&TTq$ava+#ZQ_nQl%DH$e1CF#lM53V;jEFi?~i`|zmpRl=}lku z91~KX<`qZGiThofs~F|Xks&xEhLy?UYCRMy z{!&{X^U3<}ORw%2dC>pVvrSGFaK$bIT@zmp+N)Vx#hQLvfOO92j|givw~7zb=^en2 z=Z!gI!jG@DsD!D=QGMil*~!WQPE*RC_xa0k$c@b~uK*itjNZYYMIwGjl6JSx$4DDF zn~9{sSKa{6sz{pkt`eySDto4PKksZYSQ9()zLGuKaxv<}=9oZq2YfU?R0x86>yIw0 z;1TBM-;lcY{@k1eJowM|jWKOvW*q)L#}Bwyq%&o`TJMi%PoiZ;97|EhyF~CsDrOnc{z+!U%)#xapSR7? zE~AaoV@#JFo^~Kca!6k@b-FN@QL@7O>)Cz=&|Sc7%4(F1ea6H6?vIg^PfH?X$Kdx0 z$bxVSGcPsq7@>y8f!>2Dzz?` z5Mnw4c7MPJ1scf#*TdPGVOE->Qob^g-nRS>4O68=pLtym9%LI6HhWc^%CypM3ttIO zZ@Buqx8(xu`B&j&1nMh2=W!?e)!i;1mCG=&uz1Ye8mw{PEVF`t?9S%e{`i6)xBb!w z`dWCaD@VT%=AJ8<#=V{~ssux0MBtY6n~Mm5Y4}g+P1`f5ZsErm2CBdfA7Oez{5q)POm&uwUUoMGHSC1?xk0gho0Ni9eW{a zG95u=(si?q6U#gL1SBSJPt+(O`W2zehNmVbq0>hRxL~jDx^hKEkzJGC6D=A|&7Vv3 z5xthMA?c&nDtg!zM==Xhrte$DItab5!(%PouzV)GW#p&F)i=e(91vOSm0~t*GDM`w zqRae?M1A-;%_{c#d$2zJAeX*nXja4B!3y*c5>@uhcz|5{M?b$()tk!y>?`C<>aU(< z+kwDLK4gM>dqHoESxaW}BFQ%#Rbasw|I)FHZY;R|3;1Fp=y~yLt6*Z_k{E+Sg0IHQ z8gXuT?3WuqL(S_Za8(&eb1pvr`&No?V59S^1=1C)ysN=iyKt&>bJ_EDcI!<-I-)Jv zOfxf}1Jwjz8zZQE`7;fjsU=L{6Ly`;QgDSa|G#-0QI!&@g(7 zB3S7@l3ne@vzJmXiKW((3K(1KyqAq{koyE{-4srgDi5qv4bB=&M)Jukfu3B2TM^&s zkH$@@oYY+dhASk3ui12VrIn^kySAjuS|&v!gBR|+dHbgxs~CCCMj2o=X=NVYgrIa` zE~nUg3?=>H4<3_PmUc?`>%@A;!tKD;NeS;$8tX=C=znM1=*p8SwtoJ*1kPBU*D) zCa%jnXS>V;2oG=jIKth4*-giu`oi>0Vo*ee=*GPpcIGDLY)57qAs1Ks4&6p4v! zR-(IBf!#GuIhYM($ohS`qw7t8?&RQ@r{Mmq;Vd!p`=n8j&;B?O`_q}bGB12^5(C- z?iflLrT3DE6<)BUu#C*J7|`8iH#pwJ6`ZonV{#|sT@!E=9D?d+Q&Yi{vB!g>M`SpO z0Br7#IkteLA0cZ#494(O8#PHbEWypef`z4l09V>&c}0P6v$U7_4C_+_v|2Lfe{D6U z-<7d5xwQ(G@e7`U4<4n?JUQyKfbontjn(>6aOf^o?acS;o%fNpfPsOASaUYYajAgm z^pcDoBIAL0*w6e^Wx|>54UN<+^Rc#Tze8tGWG1|05Bb_%cRLii3r-&&7B9|9K^Em~ z{*X}qoXp$0ZE^B_TQfsP2zecIU!TO@`jB{YlV=Yun3dXi_UIB(@OE$mSJ$h@9Kn>Y z9i0-Y5!j=OF)O?&4(E9$30-(YK5uI-dk(^+*Q0CaPysjaDHA_T?^{_~b0bk>aK$E9 z%5fL4=lS<4s{xZ#_ebb>EN=Iu*@{vAyfEeynZX%#r|JE)*QG^>6fhGmO@fMB7>HSfLlejJH6NB5SjkN&naL7*hsSc4Of;A-Yy7>IV-}+7zv9OwN~*(Q z2Gy|34uSYjbXJls<;77&E%w)z3~x_IS2w!!iO_F@O@xkWBDQ{v`9+@B!vI5~NQKpT z_-_1vXram7^;i1nmgd7&OVcVJ8o@P%t;}`@<&*@hh2^>(l{j`+X{c0FkFZ=FVhy*S zj-+W^gsA_giEm?{lMg||_1F*a-ehefa$-oST^Jp=C#a%S^ym|dHFz^2MFnRUjzv^Xa{DbwkK&(EL*N0{AnA&6)0JZNNztDm~$P729CH~sz?gZfdheEe|j;4c z8CBf9ySU7E?Gl0t%yao?rnq&ToglG&M2xW01SiDoW@EY>Pb{QFkwEkoC- zsW*_$=#JW()SSNr`lP(eNt^b(B_pX(SU3h+$%Djr@1^ti5FGCat1O^xIW?iM`wzT> z@;r{o{TJt@Hdw=S-}OhZ)pUQ~=YLw2f*t738vx=T>#?LqY(U);f44ll*jI=NZ*<4M(hrV zroyhu;2Q%(exw#8f?Kj+!RE*BT=kh=M*cjhWJ08Jv@obJka@+?Jre4N+20>7n{(Pnm=9B)&r~PVoqQNjT~sli zvD-yj<2r|w^Y1oEm*B#$DbjL@jM`e!7>pcxU&Mo_(Gi}8+I zep5Tw|2JD-orJYfD_yrpkRiNdou_D0y!eA~VGQYf3`yJvFi)uJAQ21L@K0k$^L1e|kfQs_)Nq zc-LxV_-~O^v$Jc%OwIm~@~3_umLTuuV_iL#uL87Q4U=Z`A@39I6cB<=KrfNz%sAkk zxMui;Y_A7Jrs5wbk896Usr$sSgo6H3!S=+3Tmd_ZTpdyLNdwoGkYxbo|HgxJDQza+3+|${QGYbrs>bFriOeU` zy8($oR$2dBQdX_KB3nN8)-8*HXeS^N;U{v>R2X}-^dRoYp6uw54B`g{gWHyBUudX1 z`3HZILjGMVcqXQ~0{gl>NF_ccahnjRAodImu@xdLkfj+Wp*HH53nmH~#EkHM|70jk z89F?&6k&e>$v*4bABJ<7>S(&%Uw;rMlKy4nKajivHwb8P{V?x!NajkmL2A|Q!6Rw> z#yE6`%Uf}AP%Sxi>k6|Rj9g$s3f)M>$zas6Tiv{*8tJ49;S2d@y@o<&3vIC*CZ))b zX62c_0dP0;pj^-oa>Ww=OCx&)yml=WcitTyirko)yzUd-qhXpEjQ z@zxlDp@%Irrd>_`w>OXEVkAxb6_^t`;Z+WT$g3?Tb}?nOsKFpPZ1mRs)vMvlgj%l( zp>l;aAyW=rZ|o)jwQdN>!eZlB;vn@VJ(1{?t393vNtwQr^O*bU{7t}|G6$?*8C*7+ z5hsS#eEH2owK+#T!G(;&FCaBHU{sS|JVvl&CJLL=`v}q5N19X+?u%>0D7;Iu5~FtS zhG)sp1_a=ivh60gT9w!!+9AnY=xe&;@-`} z_MgHvrSm7$D;W|?{(FxpjYyryX<8U5vA`uQS#{#|d|?eH*1hT(i8xj!>g|R-{yFCl zcmNSPQgE+tMp!a2v2(ZMr4jd_XJauJ)_++FgGScX2a|Md7Ofa*uMb)!&8|ISo;|Kv zRiLNCtK(4H9Ma1754_!NJv+xu5!I6GJWIeDY8!&4Rpp1DpED5^2Wuku_f*~-vmUTj zy)cB6g%lFEGRAGyH!|p)hs`=>WNqeyE!Nv8$k+aK&Dy~_sB}xxlpZ7?~sZm(Z@ajm% zkWvXQOVSM;joDnQ{6!@4E6Ye|Ska@>qEawjGifmd)Eq^syCz_WxU@Hu;RnKz) zvI1)?LWba_n0DAZVp7G?_1JG-$uROMrJKdxYM z16#|&if2#xcHX%^LCw&bm71)4TW)*PYTf$Jc=leWp+MWvKve4UpHa1btm;nm_xR0y96h6jw%lfrb>!@|ot2`NEop>n+T zvoKExQQ-!);lS^ina%66BJHi{J8Npi<*yUR5-N3Ly6K_sC0GCqWvBT{7$NnJdA_NF zI)=%^Nw7zJl?d1N3ZmcPl#}O0Q_bJM7 zXGox^)A0%1+zaV&ZdLHt+!+M%aJb3CU@`B&V=c{mC6n_J(Q&{(GJPN_Qny;^n*mdF z{y*)}ksJv81=amE3`+Fq9KoXHSj~!}GIZfld5$Ou8NvxJw3SAN*<>BVF7^VYAe*T`m^G-Wrfc*Y}~s-o&Wm$*)bqkX-E&Ch)-KTd|-8Xnq#~J$--u zY|7WstI^R|G{2C@O1kvoDBF%6=j6;3$dJZmQZ4?t<}KR0$8AOn0u<-E(2(OR{<;ijH~gc3VC=Ka0K7-=1{@} z!{GK)j(M-Xw@w4Vo| zJgxhO9+9(n{>N@#PZ52mq)tEfM$WM+)li@h%1_r%O2S-}YsWR663EIilStIsia5U8 z73Iq`k2ARZyFVB7+`w9r^O>Ozl(B;Bf+l-xZD_fA5xyva-+Ned(Ea0RdXn4tz6cYK zV0)J8t<@K)OZ*ioYnepT03p(+XOqf`~yr4yKFg*)O?bzXhHXQ6hHEA^dAn2JrT+GSVk zuXD$yMm7O^*BR<2$UbUy+Xlm`Q6#Fu3m(IVyKTGxru0XkG_f&XO8X|5~mRBnAG!inrr8Br6 zE}F_wPLuyRnZ&@SuFclb&32-2EA`}k+t+&@2ajz&rE>=CHGE>n8rKLDTNxr#seRft+ebExSAq9zD_t z>6uF3I&P1puv{@Z@(Jp{EX%XEfSJpR_uT6ckuOk`!cH0m*s`CuLNa>j6KCpr*#%#q zJ_pCqiR7AIA>I^dc?U!k#?vV5Krhp5HH6O!--MoeAN@|-ML63y?*!mOG%aJ5r~(L? zQVFEnWwHI5Xe7>%Q!zcvZ{Q!&Abs@Vnq?zztWcvPk<+hWgQ`{ySdhTD86j6-ee+~q zn&Qs8fm%=BL59ing3j(`A3}_Z{I(;4%-rsPX`ZUuEbT|5QW0R=ol3Heae(n1lhaV( z&GYQe$^ac_39$ALRGF?lM~!8uEJ!3nl}$eolecTBDH<#ny(D9nqLV6gV7=z;Z|}?} zvFSZhcwyH3pD(K|i5CrYSi%QKlqv(FN~ zxxRHt_NJSPSY_7nTyHB#?PX;CPioOGN(KIc0?N~^4?j9?1sjn{zR(7 zJK=&6GoiSFUw+C&nNW2kz0hs?6N1Y~p(!!CVH<2Sb&Q_fF`#5Iik)uG3SFI91)#Rf;?N z%A?dw@*{>7(Mu0BaLFNRfGCT?yF(_{WEd1;C8V;Bop3m@+_HJUZC%iF9nd75E{Yr0 zG2hSASi3Oin416dbHl7csz~%-1RKxj3O6trr_Zyhaqtx=;S zR8vUM%z;mJP1qXrQHf{x9jk@qT@xcYDCfyjgMa)B^%^{2<94qY@G0sT#C!mpZUf8ht%{%Quud{8rJwJJk4&I z2`g_~i4spa&^-zr6K0%Vb31FkTB=$QUab5UbQGHf))<+?KMsk_R3w>@dUpSoChd4Q z^zeH##a%~th8;Hr^Sv_M7#HZ5SP2xdeqsc~>&a6lx!lC@03X$_uc&RAK)vwKx27Dl zA6!_SPyaFZcL4bIT%a~Y-a+)V7VR3`p*0C<93wrNDW#WZ*HGa%CNYNy8xR&V3IjMR zOrvd>f7w0gkQ*hV)!gxUWhoy0iEOXI%sz0NmHo8e^bi%FN5kz&)cHera3T4>ZbbHs z-#X7itNDZ7S$CDS2G4!!i|VuON`Bc|ZoyrpOjyeMo zkWvzIapViY1<%E`=x8@@f+pkGp!LQFWuqU!H(c(a#uP#G(QD4^opa^Z*pDWoNCnq< zE-|gOv)A8thdX!RRh-jyU%h&$sy90djHEP{KfV|?zwHJ6Kw6TN_PNvaB#hHCOcB%k zI4`QUwPx01-a1~eNg9r~uj&!3$po(elcpFG_{gKzvpgF*WT$Fshd+z6%%gmGQwR;B zo-hR^$67%{o+wXod;bj>%8*zeaQs-cldZmi4#d2)Df+|6mgsa7$xM;(IltlVFgjeU zzu=0x+515WbO%aZq8Z7B55NsIED>heAvL4q8|&YF-H05|xh68tK`Fc`J1hvQf!5T1 zsh4W>GB}9HOu#mH!iIn41#`)k0sZ=TU9l#;WBE8lNkc%*k@kgSq2uZpjnJ1|V2-pd zwDrwj^t*&h`6i6_F$ZwO2IJyE+B2EjrJ}c1xumw1)f$b}nkndJai7|qnrs7$r#-(b z>5q{PWL#FrF}4;4NqFrX(P#h1|2;CN+%42cxq}HN zZP8<&D>ri=+b4J+D|Q;uFh~LWY;y7bkRoagYao!ah2>1O^g7utw_NBvy}V%n$W6Wn zewnYh*J84=?@fH<->f(H-&kI)`q-SGxw}EcuXZ+t9qj58hK@8YymH3nl{EJP{cPqB z()?4_PyGl_XTs{{;cx{njhr|0W#GXdQS2d`E()Rq%Mbf966g+`SciZ_zM}x|8gz-pz4#7~iK zhe7=A6ko$Kul^ojEZ;OJf)r9WjLmcud`I2-ukI3qdruqC&3fg~Gi8o16n zr75IzfLWSJg$h9&@5I&JZAbhpaA)q^8!`tmry;W)H}DtMeT6ls}CHtu(iL`AzLND~9dkI^N)f8;2n?v1p0LWo`9 z4vD9>SumsOwp~S8P(TGQq#kc_G=F0i%3_ouEkI^lw{=|O{ULj2>!@4S$|lGN2nkPi zrhazw+-o(^{AN!1wYk#bmBe{;_mKd%{`(mk#=27FwsfkLYeNo(5RsoC$3M!&k>|gd z|6Cz2F>@#M3lbyAum!v*!O>?G8b#mm)ZU&rbx@}l@=OG(80&o$eLu?d8OV@FWH5R;#ue7a7$ z=v7nFZrSXT%Z5T^bsvsN(@S=S{%)JFK> z(0)3=V`D(HFxqbIAL{u;Ji+oj8s|?w7;VHepAfw;y7Ou&wET5v1AEUeA*YW0nk(-F z`N>t@sm8uFInpTbWONVlieb6C5X)IV>JnVinUYjBlLEgwAtPqM+v-Ltv)3LYvzSZm zu-z5ZOHRk?nTK%f50?aQZt+P%B9S3rXv+%VAae@=?v*lD*AB$?DYnYwyIAZ7{g0`y zaER)Qx>ZUVlx`8FOG=ubba$t8cXxv{f`p`W4nucHcXtlmLrCYm8T{V&-XC!0+`0Gc zbM{($?R5gvP6}&^mGM4QM7Oz4PPbl*7cPkKUhS{2fLqt#40Do?yqY&IGnZg;k&ecO z*+^|+BWK1EdhG5YZBvP_!3#px1ju6>4D`2uH>vX0N0-WRGBw}^eVsE5zs)NLZS%Xp zP7I)XW)d^F*KD_kS6ZpOf0I-DCt1_23TUksJ5h}Wb*N%~Vk)&&@RQV>j(b_d@9V?{ zGBrU3{Q_8Q14k&EWEvDYVwjP*jsviB(RgTND@(<|3WC10(Z|FfYHK>`wK7>Dh`Ql^ zt-mUfH1zP!zdtG^XhaFKbP5-@R47;X;l3Xf_MBdvj=U;k<8RY_UN=j%Zo5UO4V=okAP>FnbN9MIW-R2#o%CfNe1A zG@k54c!A=0WYnNxoU7&asJaoG zmBSJop5*s3u;%@8BZ*!n4V*4LU+LN(#~9?*pJ%N;Gl13w{9UtXGB)MvpxQ({Ynru< zwhE=O_gl>#tKwo+8GG?HiO3>e3 zUvp&H8h0v2puJS}s-R4q^NDsL3Zi=gwySq0;+Rb9*pGVq#M*wsX?Zx~Yr`d3Re#_WOckn}+7q*s^ zrLfcw9W|`3W7gMW67^%Yx2a@{VZoKqv7T->j?Xg=vg`mc5%ej zC*q>t535SB2mlh;>Fx1r%Bp*a3DQ5h6@DRDSj2mm(r>ExqOkmvIJ;A<9q*No zQ=_${_zc$YbSaeYf4(pMc$-nznc{vV|3fV|@xA2qtJwP27)(m66hDn|#cgx|aK^Ua zp*u|H+p)L1&$}ETA-I;81E%A|3J(Fzp1DCX+;t_3K}}>}P~=m(>)$|odr@ZsI{mUv zz;1g6$+ySkHZr1Rq3iG%o0E|>82o_XKs>S5%vo+nz~ue16?W+h0I8X?FN$MfPa9RK zNK6g61>$_96AE19rF&Q!<(plzSo7u3Q;Em%xw$!ujJkGR&nzT!@w1%X2mv|{zo}2j zLCI`^A-UUw3eSiZeg4uhlef1ZUDngAH*=I7tS=EVs+DAE9{d{YY{)6y8M|zVj#=?{ z0gj4<<){%V(pIrJcFwN-Ot`aovGd=2QP5Z9D+=R}FAcr^s>q7;=*MnmwUIWY4bR?6p;?pBomB-!90#YPWwqQvi5QZY5(BQVY{xTn3I+3P3x#68Bif*7`ikWANS# zi}i8688+_T@5Ap>;7U^x1X1o+=^~sq+jl7_%{0uA5M)0@tW~x>E4n0-DdUzGmYe7_8879DGOSw?bDEhHLj)7W()Dnu$n6NIE$Z9jx6dRiWu)iXsICYQKi~m~l zr{o&TgeWQ5w2u{cWJ*9KRZ!|oi-0;stAP(7tY;5jDSY&wUP|+duJ+qvtIth`+AV83qUNi1I?q)~$ChQ|KMFZ>?^Jf3r}nxxf3wp@vywJWP1E+Nw_aP`eMOaFww zS$MO^ILEX{l*X0e5l8Q7f5*S%`A+0S^98?WZ!0v6xlSt;A5OI}C&KkNdz!?r3_BA) zEEdfhdX&2oZMI0>SXimefm)g%U{YS;wF7xroh*f;DtD1a!fLM?|H`v05u-fuB#=cp zG>d#~!```UVg~(!Z~c!ZsnZH%vF8woQJ!0%_9EalFm}|*do5sX>o{B2gw@Yj%frCG zv3Qo>8+#hNX;{WNS;DnkaXh(o2x78(^giqV?r^hDS#Ya%ev!EPM7Ziu^g@X~=QrOY zx^UZ@#nzvwHpppDENU_nuG=P{rZ#CFENI#Rh6r`IR6X;Ig-~JzIx8uHjGcX0*pfS| zpt!EjVO7`SXA~fW zbc2O->p`?*83057dwcG2K@m`a-n?7?Lkhc^C0yDUz9h4n&nKto-r{L^CxUbTqMG81)YlNO4Bk1?~WLR9|PvEB3MiZt97z`VLFvNcr#* zu(NLjrFpz=dQw!5MkpbEE|H?zOc`Om|6>)}I@hQM0u@ntEDgtAsv2&4F2w;gM>Bd*^t z5PHVW67IC7N6m0uy2_`WA0qE={%gKb=MH5ij^=5!OfW7bQy*4~^p7dDv#m*?bgd{& ziIx-79$>7GJIV~&DZawbsn$dW@uG{6j8L8k1>V2fM`OZB;y?MWT0`T76iQa;!M*qb zXZ#aX1j_yt)@u)*)$W%~niGU3Fza`f*sWR&e@u@CTey%3b>1h7`9AhM`h^bMGss>y zFuN1c!|=Vr7#>(y)MJj#es^I8kI8f}zR43}k+DdINQ@A>8J7Qs{fnH0%#u z8I;v`_|z@X`JiMS&?d|jUiyv@0p5m_A&HqY3!$2FlX{k{4%X+$G`TB|- zc#rY}tdYvtW%h3z%P{>G{2-1V!;A~?M8{+{XNwKp+0ZRQ7T0I#@;J`}xEgdy4U9UV zQG`zS95VR9COM}X3KE~2>q##De5nZ7{W)+E#;!-%t=R2|b5Y$*AO2jZX5yfvUaFr4 zqEcKexXk|Q3rQ{5)Ogrx&E3cWJ{-kLAdDv*K*8|y#}qG$5zzw7l;zM;Fxv1^(biQk zNbi>!W!?dS!8?+zKd(+)8=MZzH%=QSZsK|e*&bm;p+O?VxBeojQ4bpRcv!?pJj6O} zgJGPQv#r1KY;6r}lc&L1gwc-nSLQb?9pUZvVJ}>AS*F$e!MnBst$a5-#Q_z9zLF=q zPcfXv#O-Qmr|>_zzI+~EHNnpmLi6tkZTDvkNZ5dZ;pc=$9L6qQq&D5W)4mW*S^&nk zjc-xE@VloC6|HlEdan;| zTy7ih^yd%ehuYSv>YD$Fb6sVB7C5&S2>o*^qjx&5HiDcfrU>OBp*)5HYGUa8iVf#c zQsb(fqYC_K>u9eAh2sq8eszuLYeTKu!sf7{CLdjYw|vg$MSGgKT39v8TGxuM02#pC z_PP9|v2r$}Dpuwr@AlVqosUqW&TdNK$CgOiS5d;}>)XX2>JK+-9-jG0&~KMb@uW`i z<^BlwTqKfnRraujC}#D|gAMVf8d2YMNDO8GdLMV|S^d#^Hkl>Bf9`Ue3h?q3@Gl4@ zc&x=`WSV#h^{)g_S-c)1xKeF@;-Q%EyHcbc@Y+tjx4B(WJP=Zv)vVJ19$G*bbt$O% zJR02_mU|SLe%BY$k#UK-X)dT@+FB%x3tgCJe@ZwWPNk=iy?w_XYI41L{v(^SxktUt zHOrnewlKT?B6UM*6;>M0b_<8^t83bNsKpts)T=zgVCFQ49M+N;prLRQ&~5$M{4Lqu zy>|d0YPSDeRc7knym57R_~VA>6_1lIam;ov{vB z9al$Fb@#d*d8Gsx^^4D``3wmn;mO}7gEi6~-7|E&M^1zs{WSZ^=l|gik+B?>KTHn6 zZ}8HO8vm580UwBNCa&Gk{7h_RTevTeOa$##?~m*K-XT4pOaV zAg~Wh6nQh|C%r5KEiVJ^xPQ7S4Rv^J8Ds$dqdi=rh z-p8(Orw0!Wd3ysDZMm7F-*}I>_Cv|`CE8^jf!|&y`}1?S?_QH)%>&0nux$Q{vUQV#N^ZHe3pHEGA9Q{Yx#8eRG3xsC--Ty|tY8jU4Vt0y zSU!Wjci~#kC5V8)p+)H z;0yUHCj_GDWY1kH5?nFohP^VO4^chYhlmCq z>-g{1t4dpvYc2fXa$n=d-T%&DACutz)XwdG9F~epDOFh*s^#emy1m2M+~u#A4ep6% zAav~{mo(gq=!l8s_JD8}J0$o1IJo2WyszT##HkKTjCLJ&fC=mT4b>F%gUicDtE1S& z>T*6s6>>La%LUBG8J=-r5g{dGNgNv+kGHeKyaK5!i5IqH$-n_py3|Z_=yLFMS+|h72R;sw)xxDXZEIMo!T6}q-AZ) z?q)#IncM2pQs_@7e;4Oj;7P-Ib~%|*t(dXWSnRIZkiQjiIuZ7OL;05x}1vC z(h}djaFV%-l%K-zKGuH04k(-jVH&&ux@SRla$R1aOGo&{&g!C#Tp*Dg0-ra7S)(rT zoOHv?z(oDV4K}j1@9BrF%~ijjF>6YE5LfuErme@)ObW)W+0}pVI=-@g^iy|bt8;(h zTR|`({-FV!{0aeGKJoTR-WImh4?UjhXRS_UK^1$=}qR zgynDnFECga*LzT+l14WcD_b>d?c}76SaRioHBnVCwOHX1{>&*eyDS#?b1Vfz4>V+B z?gz6p@~0b9>=6YFF$Q($nz|i{Q$^c``EfCYE#8!Ag6i`bJ7YO?xI_xcGx8>naFDFO z{%w$47-WCpIEJVb&_tG23M*v~SLIIX3xcDTqHAsK(u;tuytEa7WE9h}25wEz-`FKY zU{@=UbVB2B0TalhPy%DZ^BiI^#|+uwN$ljw=3E=pTqNGmGh*2s38TrgjUTO8aNRC} z(KYwlzeD)OZd`9R)yR({f_%&L;|n}tYb1E8Zh5jo?K*UYF8XLqRO4;1iK@-6_H?Wb z(w;F{Nqg9)Ar0@>2VV)KL9gDr>?qZ^TOs$7>RLtEU(VQzzG*~lZ=V@Vx%sZIwp7oW z1s8X3bijv?v3Av5yG_WnXD8+>#{?nUYnT#te>2KjEioGX5`>Cr8#D?7_@bu5Mz1b| z(DbegxV^&iHNKQPCvMRQ3abn`Q1^M)jXr^F!52=MTcQl;V2ZJt>JmBFys|+>Uxlqc zYp%F6d)Aj(_F8%4G5l8bI$zvLK8fK9W9bX;^?D8cxBKY)%ccH>UWf&pm7~U`Q2UkV zq200V7OYReB@cT8#}1y@LK6zNH;1@ID#3D?*|SA|f~gV1Pc&O0S({p*=FUD8SMD+U zy=is;7#7KuxC%a(V>wfA5UkNGc?gW8c)x#2s6GlEM~?x7hpVEm%~%APG9Ft%i1sej zja$M%r2W(EdV4S)OEML0E;myiokx4kjjpmtC+Sn0d$~uAQ`BMmu`^-V7Q$rK%(3e0 zdLewg`znYRhgk<76BxEz38(e*M>lBU;v`5(xH5Y5o`eN{U2B+Q?c?*trFJB%-i@^x z7e`OIPXZAUeDH>JI-l61WO?$iK`EXNwup~{1%!xm1sbKnUZiql-@zNic&|R&KdzjK z^P_GW5Z5+h8-mv@I%=JLE4afIAw+=Kupcj{wZ9==LR%)n{rpmC`*E^wuX`n&rxE=q zk%A3dVdd3qnLOd5snaWW5VOiCja&<4=a^2u@ZWLLrG4k;M$APzRUM`XU0%mkxkE_0@v2I4{j=%oaoD#RV&8L$v>Q2M zy)~gwi83-z-Xft%k=t9LY9P$8Y(2RxTpJt#@P@#1gPvl{EOwsv7N_M@VBJU^*t>Rx z=m9e6+qR2F>b-EJzudci>tnAetBO`qs}nnBy6m}e%9aYEd^B#iI02Q#x6TexXoY@+ z@u7czqGGQY_91pj$cwtmqK7k5_s3^_{w)8d_dybG;3Oj@OxQC0v`GEg=PLGb4)^b@ zOtl~emH(u|KSD`?ew(MoOJ$jKDxGNJVD1!B zw7Am28T8cfTm?NiGgbXR&aO0`^wlnVRLE?QM0=Zdjd#NThvqBS zxZ!Op%sOL{9AM7hgDf#od}QF-#+#tVpc-UVFL{yB9s+TY7rx<>Sjkr21MU@Tt?5)& zCReQs&->I8HyR%lTo)nvsP{flEi&kMFMDzE0LHvs&F}9|;i{hp+4>fc!_R33Eei-6 z#wXYJxl*4t+^;#7_U4j-q|e#_V)}yyD&5a=#^GJhSyC|lr_==vncnB9w`Cd>Zt4WP zGVjfuexk8|7ty~!$xbVANGH_hqQ~>>VZtV4p{+*>CyB}W7E+M2#wM&UM z+LodD7{edc>ro1!>Uc9YIb+kQ&wc&UX?k)o?p&6Q)SL%5X>f@1>7^Bjhd+*b&x7+j z-Pd)z3$2EXuS@eba+W15L7JzV1rolWD^KLE#OV}|AXyC8I7UQ?xTE2f0 zk~H>P{yotrR>|u9rNp#_^Son?a)6%8@}~IOcc5I=3DuI4zF&~>UUp|yW@i-)IScWo z?OGB(W~Mrs`-C4G{YU(PR&3-vutoi*Q5wb5$|ENkMdc}@Q(U2A(7!(RF`e&eUOn*z zar!H-EuflE{s{LRHG*qUw{uiy0&wZ5AW+P%j#TNCO?3I-D!e=60_%-k4vRweh_11y zy;0ZV{%8Ivf^&@XM5%vGJK_LL{JV#P7G4_0*=F;&m1_}-Dx z8$}n8rurYmywH70s3g3+H^^quYv7aF&~0&vEUoE@T|pW7fUO=^!zlL6C;rB0oAK@4f1a8hwgn*jK@!J!{=PG#@|d z#Cz=gW*r_b%(WvaR8&MH`})n=b%w}Q5jJi4zKVgUgv??x-5M-yPb$4PvMQ_-p~;ry z(<&%mqOX~eGZjun#lY^e(~s8Stl|yv4A%@VeJ09+RE;cv;4NSFEQr~&ru%JQOw+)A z*U^AOFG9*(UO?}eKKBG`F&YrXb4zcYKPU+wWc!qHs5l!p^c+rX-=X}^W*uUOPlTW_ zcj#j)Re(veR3HUUtT<8-#Y2*)+Ihx8mtid#w3IslS-aR%?YR64a=9XfbiDiXZ`zXs zj<9_~T^&`aFBmP_XPgE1Znsl2+{CJ}GHB_*9}e}FldIZGjCIe#8vf2e|C!m1Ajr}x ztPGTY?_MH^mUp~Mcw4~_)~*xZCG2yHM%rz#wTVwcohP0SCAROqc6roV8ZUXqM}f$= z_>@BwO!%QP5u8JiYnc>t1YsBwRfbCd>fh=OA>%Bxzo7eb<6)pxX5JDlM~dUlu;O|L z>mQ2Xhd1#2_l}}~364LoX`NY|Ca%@d7DH43YT8P?)eZL;YUOw&tw3c8#?-=N5{>#9 zXkkzJ+<$CTO*C;FdQ4l6(RiH70ha&LE2@ok)$3{4{ zA#Sc}Fe$^Z{Xl?pYwQ5|77&-Bl!XNAUG=w1rri~ImE7}GZej2y!Cfh~-R;x;N<^Sa z*uqVLl`nGZnR2a~kEq=p;>?ekCu6NV->h_Is=bcD386X7B2C`g!riq=0WwWTN?E(@D+=_ z=9VfBd7s>1SL6RhM_2 zU#T1P`MO#xu(kdLL!%;jpS63tURq)|rq5%NH7fto;6EtU4{ANUXd{>QnuYB(C5qkg zS(N`xl(>{e%!E=jkMLpvF{5)bRxbyVy954woil3QHLrxA9v0Ky0zP(;LDb(-zAOm^ zrz~15KY>5{o$Out3t2*Yi>EabN9Mm((C7t zfnA-{W3ysL=)-nMs-=%1n*-H+xCM9DdfyPimn{`>bU_9IszfynQ*x|EIi7k}9nk4U z8x$AsWDeG$^FeDcMZy@Aw&9W_@w<@?G6M^2k~e47hAF3`w(+NBVt_#|3acAbL9Km_ zoN5};>$$&wL1p1k0TT43qU5ku;brHedhX4=zYL8wV=0`$+MUg#3+MZh4L4{2cT7!A zD)Mal_^?*gA%D4eck|3U2=i3(7rsWR|B7JX)uvlygu_QeSWGZS?N>*jSJ{{s)`9k# zUZ?fVmO)@{uRq?iADS-&psDqb^G<{}Ees>Vc@9IFss1&(kzy-rZRUY6H%aSO|0O!4 zdC`hDi3MPAH{&1ne_3*d<{nv3gRCOhl+3S$I1d@{@?ZslY>{hQ;0o#dL=UP4GY zR-a=HLOVdhAb$p||DmpR;YrhrO+$Zq%QlQ>Vb!!w$< zA4}mjvU5&<{bRek&c0Z-JkCf3pbFwKJL@^ee=RPuDNnXq4lQ&0Cc1z$lA0{x-737@ z5&5$X%E+(rGyGd%#Yd;x(TEnygyWVn$+H9Ky<_lf;jIptd7NdxYdP0cERE-P3pZ~F z6#b#EqP5NE#c(^@p}@F8&BL-IGxfdjXrS#+qRT_^)U_X$Vi|8*SUSX5X0F3(k-6%h zA`c=ACdRO4{9g|flT|o7Ero#U7!L|&kyeED&UR4v}V0eXy@)|OC zW(L7;Wl{~uKWCAhJBY_cnzt5Eh5z<1EqV#Ua(sOADNM)Q#qsF??KYjQ!}Q{MYOmoE z=Q}}-+`ZWS-8!F{E|n4+j12EGki!W8am=tEx*=I`t6SfFZ-cu1?!Fbap{`}$NSA%pBcfB^sJg~Gk1)q3Drk=U? zoddM*+HSVf+ND)63diG!wV(24e)EK5J|{e#VZoZ|r?bul$)CLEx3u4gs+hjq{*RJI z``8A)Iu;byImKn#QHw6q&{yGNeY#mUTpe^u7;U<4mP!NPJ2_-*4VfH&q>?@9kLsJR zv+r|%$$$;q4fA+M>zHRnO1BPm^UKgM+I_yO>vkn9hxBe3&*!#R8Knj*&)g!79)(3c z{%Mg(U4r6O7|<0OI8gs4GNS*vk4h{y^ewbyyUDJ%5s{|(i&lHEf0oTmS1(&p_kpaUf5ZN;~yGAvJ! zcU_aNVlzwM3?Odi{@e8d`5HWOSN}Gp&^h&eM7rYrs*0vz;!);-ZSXl z;?Sh-#bPE0tQ0W><|U>%gR#cIkdz-!*pDW55TaaXY^Rt zxfUt-vVNxz)T@~6>RPf8tHd^vcx*}tEb$+|h(;KHTfvT${I&`Pc8xx@rQGH=Q>tGu zTRU6VF8(p=^R<{@+Cl|TJET@=PxKTJ>s`T%J$(#YeTv!L!<@}4x6e}l1eFvJbVq+_ zwBsj|(Z+I*>ErfD{`OPPloZb}Nv`!+*X|wMva1n?aLrgpZ@1sT`3lvRAx!mFR~H^8 zzI7uuG}ma@eG|ViBt53Bchqxx7#UkrZ(}6%UPb06$XVcuUuxO@ypk60x{GM-QnMrz z76WC@QbS8#DfUr#V3{zCI0Ud-r0{;dbfA9Wmb4n;_C*~^)35GBvvq!bs5`ldzmQwj zrx!&cOS|IigK1avZ;J*3$KZKgGTi@u8Y-%&l!ORzDzZI^Rty3bq)KmBRBVJQzO|Cc z11N04b(^_rFD+;W{TCZcKKm1)*`n0DRjApe^t^fXf;LwCB_rw{8NFh;x4>8W)V>7R&p5l@FFrZNEaK`Mu z-@lYx@%vyn{`Id)WWL~%XWR=g?r1b3Y|!yAXdZT(F2#08k6~S79-0`4{|<+5Byi02 z`09!OcPpAiTt;Pm_d@Kt##0pF-~9vgQ^$@4JjCOM?viJ+k(&sa?&(M!UZ{1Suu+x4 zHoL(n%Q$vi6hc!JpeDhri@TOnQuj~)7GLv+w!TDj_XadNH*G-EdYh{l7DFq-U6;;L zF`*3IlS99RFnP;T#b4UJ8`_OKdi8gmXSW*b51}#8K$TDRzmQJC4li#&c?*Cq7iN$s zu{CJ+Q3w3U2KajEq(r`kwo3npF34GIcN)fH_4irF^NF^Ff)4aAt-fyCbE8cVXSO+% zKJmRG{&Y!WO_@4}@YS$IuvwpS!Vqa{&yw^LmbhrcvN!rsW9>O`=So3F50>yzD1Rv@ zW}W+>leS?R`?aosKtz3EOJjJ!0YFgmU351h(T1v7?+oe5+cCjDR4P|eDy$bqbXq4} zR>9lK8f#>UVKu7Lu;^d2mdP3YF2bD}bxypYMpWs%Y=h6anC~(Km4$&vuwWcEaBOvr z@P3n+qLlmynZ0G27~UFGwEl^%$M3Mv$y0A(IY{lK^}}d>`*NJ$-H881UU#^kwMq)~ zA*HTP&5~-Db>4Q#ldc7?t0|CACfm^-FwKNBEo@_}F#Vq}#iE9x5A9^&t)Ae#a8%gH@bDA9${=#*=QVqKBO24RFJkuh5Ib!Fx6c3hqS6NW0 zgw#zOm#eX_y-LbUDs9gd!c6>Rm%pjS{#UZ{BV0F$S-nb3^zC~Vis9lW2x!&~#61g0-{Wsln*{UBIPWue& zm3x1GBs6> znI(#^eOt&B=sN?Zg0oHH=+7BqXZA(oo*=m1c-x4Yh3F zUv!RVEiz7h2R4?H#%j1Pr>;A+#r<*W-qU~Yb;Lo^X6`-U>%Smm=?FWaPbuU@?y@k` zz17=0%{zlu;8KX}*sqD^I62OVTWXu~jK{PQhm~E2btjfjbBV^i^X^XGd#s$sm_wVW zp-1KF&>QvIvlBV(lqwX8*NxWSrGMVKrZo1w-ssTJRk^f^)Kg{>@&1Y7n+MyIn3 z(p*d1&UqK3JRI<* zf1CDhG73Ri8`F!eG%_E7wi=cP6&w;gbI$V&GYcN@i?uv>r^yRXKnMx6@B0R4ksIy@ zQDWBI8AR4#Kl6Zx-9wpK$n`4(Q~ey7+;G&Eb62Fu1JDW#-d?(=UQrL4LdT~lY@4m7|7TEpAL%d7alEhr2^Ak<) zzjL>4S?!ggW583u#q?N3TXm;;@+Qo15O|q~A;^wkHBd?Iz7SZ;TvQfQx3L)8*~<<7isjHB?I*J*k>n2H10r>?yhizU5^n)gXR-dW)D#~TV4x4R`uwQ z1^og*CC%N3_ynt}>kcx%P~Q;`LlnDB{22O#o|U78>~&yiy2Pizu4aAyHwHo9z)Zme zs%+Nb6GCynS~GfUmHLe?M<=;>o4Zrkw;!?grtEufw`A}8jUGLjUv_z1F!MH?1psqR z!_+o9reEt-85@$H&8)Teq*;iO!Vb#xqBG`}X zQ1g(4fZOYiVyt>?tm=7AlXtutrZdX(Qco-W0z~t>XkBe_G}Ou4GTlE~vvRg!$nUDH z`^;)ZH=TBe&$V@vZR#ro)tn~3sEkzRKh6cL%MSk#^X2BZoF5=OLU2R`-$JHbSlW6G zd4K{rqec3b8V?YMD`Syz{$Uu5iem`>eM~&hiA2%gpfaiLVec+GyCeFLp^hh0 z5RlF@;}wocG4_5L67KZ~8m}_TGKKL0=BjUEnjcJu9M)T7a^-xczrGjoIxR^17LRW} zcP^}?W%%PuI^oggl~4!_GrvU|KZ7+Y`}-uuMCJ_sb#0QzktH>A)6J}qon0oP9+8u? zl)+Go9V9QwM8&B7`+RoOFyS83$^HmyAEvPPrKlUFvQtPNT|GAr-PI%0_NX;7O-$Z5 zd-J<^G3=_XrA3-@je0}5L8o1>Hd-gyeikmz?_0L#B+PWDLs1OaZYX!kw4iqp35+nc z+HTXMgGai)mWCT7DA~r1;%d26+zigDP1FJvbGIq6P|tU9my#L#MmJwn3h_LrD*#sJ2^6e{ke0<{lSFUG&8U>d-BOy zniGuvYi9O#;B8S}?W1hxSs-mTZR!Rx^mcu+~ zK<^j2nFfaA&tQqFeF6ThE)J9V&nk2p4_9m@Ll6hyw&$hKg8#afjdR*PYVIq{5dCVq zh5_2^A_{sMCd`C8YlaD@M{^ike~{Q6gyyjX>JUNR!oL6CIPfWb=zJ$jU5$&uMT>fY z_UM!Lk3$(st|)K&a&iHNS$e}#r}=!yMu^v=79#h*$#5zZMXJrH-o~W5QN5p#Ou{ul zB1nr+HH#U_HEt3<#;@_b;1to`gFfMEmdYWNHH8Z9#+zIQM__`FfN$=H{w81E`+7C4M?|-S)#2p9kg+ z6;}+;kM@)XlQR0sG7%2m9~ zN~}N9LG$_-40D4NIL`H|jvSKPDu@W!mnZ|->_UqE^7jolL{Ijdf#Sc9A~Lf=@9>Oq zuaBV!WIsMSW#SDo9r4+zf{70x?QV0Lsk2Y}@dKFbH}NIM`et=BbySF^twy z>w0ir>V>YNSZ;@B1A5>$m;D=eE!wVs!}~i8l(Cm3@!}cw@U-cfom1B+$7hV$Z&xyI zh5hC&6`7JTx_Uz=J_V(c$4=VRnTpNjjpd$0()mMr)l>2ATiPNw*uRb&c$?Q`dphkR zoSJMa5a0gQ^soA_^!lIOvwMs#RcfgJ%~>hXWVS!~=2U8+TOm->D8HCZ)o0a`Zv~%1!46iAKU@gSSt%ACi z_)bM(;`s2=U2ysmW#}JN`)OySDvLLRgi9s=8THCps>uG*Xb8#--_bJ`-8!)TvZmcF zQN8PYhU?DI_qgRt!0-<}$z|+d0*%PS$MZa7pX9sJ6&w?o^HXwHS1ZoLJIUO*dS;p) zemIJJfwU(*v1b31JJIjSyCX4Z$ZAyuALQe9@`~ySa)&u?zvOXO^LRin+4P5}odFrnX+W=s#ktudKEY z%Jv^ph8+mEX74L+$dqT_5*ZqXWz*z8CBIW=$Ar1wQ6vZ}vq(sI1b-_P=C&>>t%jOO zafB~A8h0MgyJ^cUHNVGLU}!pga1eA9cisF>Zv(#G-$s8i-0J_+THf@>fcj9R#qu;S z_1*7?zB83>(+bSa72AoXP_F)CmK z@<+FZ=HpNc%hxD|9?7vH9`2Kfr>W>$-RfL{?0{i!c=FHy)ReIgA~R#faQ;jAb2szr zeiah!YLpSyYCl?iFHXdu>k;xyr*>K^kq%cGyCqZftx>JG ze_pa?f%R#*PGwdp;uec5+OG2;tk4V%{t9faM+XM#c^i9lLJKUFlCxxc=Z0bmw~DzV zwGK*=3& zrmO$9svI$jlmb2)N_8qF_cC7%I!~S73U5Z_RFt28DR2w(QP6IH$9&?NjL)3!BJC37 z8-&T+?c#Y`5J_67QcP4UF%6nauS}tjtO$K%$g#v?4JnNEf;^WvQyhJNm4Y~ackLxx zc6YKV2lWyF(&AnZt&`U_%K9W$)2VvtobtQs14|J>o8O-3M5fHGUKDNdUai{XVn5g$@1(R;C{0~jKmu7FsR90~)kH4g5UpsqBC&6+pw_jG6 z{T}DIw>@mixJ^_M@X!GRd6^w!y(W zoFsjI7Hs4E(^^JB@u6=lz(a;3u%eezd$cGe7SUqKBsGH5!V+@&CDY&a2h7bDx-oIP zu64IyR?JeisJV0awQYOQSnC!Xss#@J!aJ$Uu1C`-vg-OG3_3**0iW;hvDQJt;~hx!5Y%lR?N6Q0vS~ddriJWTLm*-_y>np`-0^m zJ~?n*RuuFSyiEV5!wjM<7-{w3o9V7*hF0_omC@oqCA9W?i<)A_{F~#(kDinVSKO05 zbFBS1q>=Z&{37|;QDa+4IZv5;!q)(vgn1-b+`+GJ~V;wR6n(|}M4 zF}Yb}Oox0AU zMJe>0`*ie-$74$FuvpK8H2o;E!daEcLv0$U)$krR8+U12N@Hdf!}CbqXg%dGbdMOM zb_`>O-Y>lI?ZJNpPd6)AYcjXn)FkK1BAi1y#|+>NJvm{Coxe~8AZd$HYje4otO)Q< zu+|=jcGK13tz$^r{hG0ku~q!%WBUe%Q^~VO)4MT_mzxNvl)EsILiEnc6dM}KBuTXE z(CSh%*aYWN6yPF_X)QaLJv7|=srvcY`2E$|*bT0;oCIMZfBYUtS;7F=Wg3|F+;R zvmPJz=J&o&R-*T}FmNaxJ}kU_yUyG=*?i^Oulgx>$=ctX$D0>+0QM)%C+B*!>K{Ql z`>a*qTeTWtD*E6$`Meq5SDpsx1fAse)wnf@&T9my-emG(q&DWdFujw|t<^_%U8AGX z-)SUCC%q_GjFVm!ECBZR-g0B@)G~!4)Lyk%C2}7`o7jm zjN9eB)jl`uO-(!YKoUUp;*S2~*P*4twf{OuzAOd(c-muK05!w_B_Jt!3-MbdT$zf+O)!2$W?-a$i-uYOR6lst$L|0go_n{S!SwPZ!B`dbH}~ zR<3b6$!_($``s+(C+O8I+C?Hf2$BtO}p&b7BK8mlm==ORcPP zvAdCNI;Tm2$eO*TCWd#nl#A#|>^Ma|Rqjr|l=x}U2-U$H2mD1BgS1A=pea-=;8u+f8T>)uOH?I-((ij=U&2>s51N9f9 zSJQ*b?Kjw(nPZy1F%hZsD?Vn*Q9a;*#tMJH>H&0621H-L_NY?72=$zf{sbW8UK~p* zTQfcBR;4mch$fExjn~Mb5|mQzdxC>K{BICX7JDUU$|@mptiGPv>AF@knHDcv`MDSl zFP~_j^`zjsI05aUYg2oTrHL<`(IN*dc7=B6lQ3MmFMC`UYu%B7YlvhWvY97vOEd{8JO z_qAmO6m}J)EYw#Nv;u?7RkwV9Egd!O>)Pwb$U<=g*7WGMSgGrpj;TVX(g5(AnXtIx zaut>Yh6*>P9{5{vr#W??D|v4t2=Ss(!MxN)26hx?D=8GmNsg=)z1GdC;=hhrG!#4S zwpk9V)4|N5@Q?w{cJj}obToCampMkbJLw6aWlJiinUz2OI;+!^`t4^(h>oUK8 z3DdTgrq6bb?#mb9yM{N@8R-8VbMk+%luNQLfqGWlIeT!W0cdfZDZk(8wmFBd3dH2& zvb~31^ccujtj%WI*n<(#eeJ)LOgZOWC*z1;xUV5-%D$U*=72F9Nqilqi%Ry@+Tm9 z&{V$7@7}GVrNLC9P=fjkM|GeJNH@&Qz+;+k*j=0;eYQIBMbfK0*l{ae-s;gH-+q=2 z4{WEM0xI1xFL(+0XdhdelP(#Hw1%ZWtne1c z!g-_Vv0rIO80Ij|>X$M+F1Dv#?Lep2K2;|wj6w`MuuaoEr1MdiF3H;!ulxFY3An_z zK`QJ@TLg_E(~7BCl9*gHj7;fOAWZz3P7Dj@`zrGPoI`r|SUNiare8msuR^_;627!v9jp0v)k5R46P)MWIt= zzH?)0mf!!2x;8KjVnwtT<8*yZ9R>BokN(4_=P#IbE`m!552qGv7F;0r5p zsnjkk89$o5SL-3S^k%zDxM=hzH46#vu#B<_6*O?X6B0ZjzJb5F*C(;QkGiCnBbj7)3 z=6dbt_;&Bp)9v@)EH+4t$4j`F&Vj#QZ^x8y*cOa1gXcQ4%cyIwDTFctq4UA~S7&GR zKXr-Yrq$QVp~F#2_Am!)91Oc(nfbbvHzf^?rJpI|p9Acas@_-Uk|Wk+lWj?Rny^VI zb@0!<;D;sV>M!dNr=pU3ggt@?!2;q-g=}s&_fy`j!Ix-qwyB*QY?3TlH#{mW<3fJl zNrwks?2zqi1_VSzxe-!$FV82398z@nRv6s%(W!^@$38(z{k|Wil^H*N1Sc}F2yS+= z5x)4zfKuAX*@A$TdO zo+7Xf0TOIc*+(A}ZEGFpBe6Jla9R4)oaOs}Xu1l&D8HxsRSA(+It8S=8&m|8knZjV zsii@>S-Lv~cIoc!ZkFyY>3(_5r_5O8;=^j>A znpc2!?H%{GNwa?uhD;Up^OY7qbA4om8?T}|s)#ydoz9~@17PlXPz{|vw!*^@T8S0j z;m8P_Ox=rw<-)?h)nu6GuIvdDj0F-|S2eHQTS{83J)XILT?@esyqmgB~;4nM4OQ{`IV4Ca4`BI?Sq*ro|Da z(K%bl2k6=Vz@p@tswhUnYDhcFo=jP&fGa&9I0CyPM@&6dCJp!$wH#njiH<(s@HkIV z@$LFuA7Tq#I>&RO(bKCMT_^F@y5tudC>sW0{Rt_f`D4t8@XK~tGQug3;)sI+ur;dj z4H-cwPUErpAd1DOgMJ4$jPQcgaBA;0c@duWi-(+WscD0bRWZ-*2N5vLeun(3X>Y!FUF3t2#y5_SN*@O7T4qx6a;zK=vg{dB9? zj?h#gQV>=Y0VmGjsy+#M5WzNqnfuJ7pu;~mj=U7U$Uw>Y~`m@wi zt)&6&4Uio}d#ECyQ5r>u~SxM_R?Ml!B zZiV(yhM#zlk@*Sl?=yL(*p*j-kiUm828Gu>@BAxp?Xmn~Ve};n$i;VomI>U5nR>*D zS5bW-ck_EmwM-g9`h}`=jG*gztM-*AvVbSy&{@I?+zW>7)xwBC(p>Uo{j*eoM_5_x zFkD9=vFf{TaJ#+R%cAy}ZL|CDgNf}ga0`zwpT=c87G1hs)azFCzy{vw!;1_5D56S5 zq1fRRWfHQ}m3vi8sD?c0TUbuxo>^&H=t55Amn98_skBP!u~X0d;m_YJ)mLE+UqVT^ zXao4-HI2`6kg>u4W{AE!S)@Hq6?*s9;=5Fd7Egfrw-5ZmvNtdBc`tpX`So|?$2u`ckSvn(z{0+9G(l0 z-P@`cQmF;4+N$+H_6F!4vRdI!8;`FHNI@x6Q80er`SUcuxb?=gyTOvYkXfF%R@*>e z;|GN@Wl2qWCML_%fA=#lAg_)kKX1Ky>?G!OOG=i?w_sP zI5V5BaumNhrbLu4T^7B1Vu2yjdhUV$PiU<-AE&s>Wj3oKE(RA%5u>Hc6q{e#>elEb z+kn9QL&p@e`+pAa2l7?2B0is;=;dExniJ^ddm*z*L%|NeyYnB@#r^BzweD|*F^vWfRf0WepM)LsdaL34n z8Hn~Umy>&RoZI(9tfRI{mpvsH?~R%&@jSW1^QDdHp$O@F7C_L;6A@WxJ;b4At?wMMBSd`3O@QL3;{aQgrUe@5hQkXVAGWH$QceyO&SFt9J3H$iw? zcUw*k1^^3!r0NxO#AzPwX)zd1E2e zBfMp4SOeq#J+}}^G1Sk1haJBlkp>brpGEXz7_Xy_j2a1SYY)}x4B#ki+<7)0ri=eQe z&nZ1mrq$=O48>jpT@o)`mDbW~BgMlL6vG87O6*Q2^Qo`DqfpZp8!}!kmU&n4bzUGchfW(2GWC5X4PRxamzA)PQP5}@tKulMn!1Vt`=``5`dw(h!F0JIVJ|+ z$iX}8^IgHp`Cp`)4L%Fu(yH|k`qFBc9;H^YtAxVCf7X|)C98>LHzqQ;xG30@%6z@5 z3t85pD5RQnI!x}MIF&3-EAb_*=+fo7s2FCTD2iwe|5_UE%2(tKPI21qtfTT z8f%!v{nl}$-y~)E!QuMVUeX)FdpqUcYh-Xrf;w#9+XkTtS&GLs3~+YWuBqx2swPrg z-erp2tX(Xaibt9nwE;yppn>Ogdvm|Bd*7>Xu2b%x>ay{6)vJ%l^LgEFBZMP$vU7fVJ3t5vs0nNigT^AkP za&@B`M)GB10*BXouU8}SvdBh8H76)1@NczH3%dann3m%UUUVQNYr z&P`HlDh9y8x*3Bipfjwx8J4(NYA`AcxF_ueGn?+1)ZWR?-m7tuMU1TfPibOSz`QS; z)c4vwxm|6Uy9hVVBSLvkfy|38Zb7rS-i|kI*Ah2z*(!KpP(^)%lwWr{?u8L6C{=|T zIEvD}5PLONR!dL#sll`>j47c#kCg;18EBw0v+Kvr{7&b7iynM6O3ZRDK@adY(KEQc;@#LC3b2pl=?ji&Gc_)8_ z=IWH_qga~*(L1QMwFmNBx)?O~k;Pq=u-kb~O?j4L#B{LM)-c`wI@#Q05E$nb!4B3H zrzcd3hJ*2$)U)$f!4+!*k^bNV**A!TA?Nrb93^%}tc5)SUGYss9(GTVLW&%jmz6V4 zt*>~-YloI*jMCYtXwLY%d(fhi*W-4gQlI?u?LX`Hbo-WRc<}?8LbWzZ zBmp$0$>a`5yboCb^(b1{3IXEM4NFja_L&o$J`rAm-LXQH1|4HpL2_BPyH8Ltk(Fb) zPAvck^?TUJWN1pT3}4g73L}@U1eaJ5TgcKe36U$|zScnGCEsM?k+|l(IBM)^X>aAQ za%u(TBrL?+&u&na?6 z-_6GN)tr|d^Fl{T$*hf}j`kkeVU%?)gft4{JFi^XMGW1@GQ@F!rkh`7$7^u z!fqVh$h1(IOvOkAG|NG(i%fwGP9k=-Px%MR%cny{|k69JQqrZ<*_d@zYBDBKR ze%+g^y{ybX0%@A3kZ%&stYO6R2(Y7H_haok9MBbBc!n8|UdaKvTR!)E9$i-|4+}8+p{2QPXjPT^Q<0di zclWBnZQ5-QL?gfHbYMIre?6G@hU^O|-Q6({3ZYD+Ag2SgT=t?xb!Adryso>)xt!eM z>Zv%Z-`^yz)c0{t{(xc)-JFlnt+pfbE<;gaH1e0{<)tWpF&?^2897S`U-7a z6bo`*fhLYtCoeVaGuVzZt(8rxvcOK0ex^To?}_Ywg>sjLPAaArEa({=xy)JxNQ)V^wl@X)Oczbjg za8#vn1CGV}oSpw~R&uL`f|=+zYx2VWB~7RB>c}dE*E|oy41yXqZ;V1vz=t z4TmNDq|ONkrg3?6&n+hP7EfQ5_sFEU32N@L)KQdtqNs-Ip zlJ4y*XN8a1s))OWe>NlE6iB;CP}U$Ry5YujGP{lKxO~LH$6pf?J}FKY_(xCF|B$Ms zp36Jf;Dq6;n$V$KoQ#V9uAk2R3rd26JkQ*MH}f0wpz+AhipmmDQgn^v~2mP~FhVO>0O!_MRx- zxQ+_5XXX^&LtKGX+&G|@^x#$4v0!@dy515FLyU=X#`+(OY! z(3K2t%=Kt$|L$|@(lTrvIDK6z`I_Gyf{yF+a31gjbxROWq8^8=9WIgfZasFov0QAR z$1HAk_keT)L{g}I}XQ&Fl?-`R?P7YJp*rom~uG!_ybg5qbS^jVK@!)^sz#Ku^-?iBFHaRK8S)BksGcxM zuCbx}l3Fz~ko?Lwqxn?hK%jv_b!%4hDE0vrG$l+FCm7MU-OD;Zobw{aHoVn+nuR-9 z{)q`hm7s9jcgA;Cj!>3WQLRQPIBTKdQKy2xtitSW{aBDwacipxNbfavQH+PRIHrq* zD)*b%lU3&H!BYpHLf3c=x^Pz(>{)S~roS}*hpho}QY=cDEqZoP1PDX>0%ts2ga7Uc z-dXAViCCXV=fZt_n!DFFQR03EI3%WBTl;yyvy3)l#VM2)gs{Rx=k{mg2~c6{m4w3d2laav2pk}w+GM^=||9ze&m)fAMoDpCC`7P?eve=~p^2G;DJ z%OBcnb52-#&u?BjB3?W6xS^ioXcoyoPHN`Vl0b_gq47xc_pWeRZLI*FB`59R$X`uI zi(Y(BPo5VZ|E_vQPu-s`iz)t|<;K;^|5-E;#fn!o1DV2&pTVYCx$HHYZpsHyZ;HQr z!0+SZq;P@OPfo6D4I36h6+A+zCz(PoQfb_fl}WM|$!+Dn-hg{|>%H#sW2xcnu|y0P z@JDwB`R=!MT1CIAtNUX1Owh#VmV^!Xq8WVmPwPno&D@}#=+F#jX7xnjENhO9IUy|= zr?fqfX5qhWFrK>^d$BJHq49K})RKv;&QHr{2kA#!(MK?{vbMrYI5K__ThxMQ;$Sc* z0d2g`uTb|bAl@-1|I7jzElTAy+be>^>xswLG+ZYPFMhDz{qv;3mgTHcrbh6OJ^oOtepg%5> zXk~f5KCu+$8|Q>#=P}#0+TTU8?)cK^NrP56UoU-#cgor)PZ-E4`caCa7M%RR5Ln~3 zGU7KKvF}q>b@HT*f7&_;ReOrr=J_HCy*&3eoMRRNwMk?_A7AfVhJ3P=K)z->m4gsk zr8yl zrQDnx=O*6^I#9)beVe2DO?K6h!O>#SLZMQSMJL=ROTyXKd6cC}<`Mg(-W{FBrEcU0 z48>~Y+@c!@Azn#S=BOjLQS`8*o`nz$_q-|9EqMR;3!GVxF~*Rctn8hO>nPCkSXerN zVI`ttouTPS02%hhu3bl0|NDD#YGTE+j7?12{JrUwFu%Ea)$p#PN;2-RA9g!EpR23S zcS)N`9&J2Jk`JEPqjQBKMqYq+PwHXi0%C*=hGB+x2`$xcmyVKk@w4DvbA=nKn7CVg}W9c!)D?A{wz;_6VYgV4~ z?yDz_Rvjtx=nn@YwcPfWkG-7Ju7L2z;5?5EmR?FFV|^GI;a;Yl&c?S-cZ;dLA|OvI z{5V;0$5^+HB$ORzv>0Pk#Qvtc@8fu-5Z{)7YR~TVC_7VnfiCb9=moQ0iKxW>3o&|E zY%o1IH+{4!DcRheTXSQ;8#PCQ`ox)7q6#9BqXN1j+|M^0yQM{oH~UQtUtdexJ&Z8 zESq?Nl{`&wQI#4%4T*aC3B&{h8l}CaU~+_OwIc@ih+3iU3#ryQtke2N+56t;jE$T_ zllTWIXpQ+Cy17$RlfrC?GQ~_*sOS4=S9-` zUdqSOgJ!SSWBSeSe=nO%LyGdVBWn7~zzy@F))E@LC6SWQ5AG;p?R;bZ4P^^urbv8d zV&)_$XnHws#=Wc$zQDdsujJC%~oV)cv=*e+H-1M1Q28GpChM ztZhl{ek7QkA=djEN;f+V*=xyza`9(84!&C5 z5$7Gdo9*EzVvFNM3tso{AQ^zaB94!)B_fgrI`=3h3)wz*L}^sre}c$Uq_O!;9>}FAb7hpIcnF)vJS5~4KZhaRU;p|y=+a6+ znV&aBX%AN4pQceMOHgaiC}5>c-S2#pVeem}KN3!4L5x~j!ZJ-NxRbHBeH%uDf9+Bq z*8rPwTQN7C+_jFY=}l8q3cKi7Y|)I6ozL%8auH#v3l23shpcx4wARGEB>R3p9SMi8 zda6RABBH>oux#IJyjdbxvdjC`imx<)xi~<;Kprpv`D6uW3ZMs)U;Z~Qk6h&($G1&E zw&C)l+LHtx$4ODo^=DXT19zdV;2y)Eb;J&JlDO2XSo3XSSUfjxFJqMj;TUw^sUpD;1W?Cllap`~}P z6og62b)}{^el}DO7ihlD)X3`3;JJR3lv~iV5Ffg#^z$4IDuc$gXKA_CPX}vZjH`)q z0VPM7`8G%Gj_>vL*L`kG?j_?}yO*9Iw?eUlWfP75$45iA1eT^*Px2IeB^Z=;->?uV zm*MVy$mfiLx4<=^7S~=;vg(c8X$#;l>+esn(y%`O4#8Y;5&n#L{%^O9 z+HQ$8W;`y?HA^lk;}Vi2=Eo^zGDMO4@25MfC&ySlab?URjSxz&&aK|A~U;o=w=Uz2ee=ad>oCRT;BK!VJ!X&%u z{nOczshd99maT)JJpT*+-I5p5KvCS*(ITEmmM>6qU>lV5Z4mIs{D>>Cvb|E7ieCMO zD8#?&5%c|(WcPQmZ+?OVYwoFL|Dr=VwOqW`Odu!PO3yu3H_1H+w0vLPXr)3sSKK?F zP{LF}Oui$c61!;Ks$TOE<@kFp->5>_3&m$e-8YxCo@?!6sLu?&)qJFupTj`QaU=ik z7SA11RZ+UOX^&rsZ{1_Tj;0q5c!|WngFK@M461_>d7nf1O~S@MHYolW$Xa6QLdvqR z=p#rN3HZhUjK{-Z^07|0NYtapzpvf8ZwK&<*`_Xyx*DqH9=uF^HS;m|=Zze_6Ed9W zww@wy{;74}G2fkkt7Yeeb&ZumpKKIHLxb=>^!S9wi@lcgc33Vh_eoRlA1il6!^GHJ zDJisl2!KElQ@)a)<6@ya1)Al@uF!g9kv|b;Fx{SaDi@=CZa7C+N6Yo%MF|r-PV)1fa+rqqGat$47r_+3?$|q zM6rFD+>5aKGmc~cSRTmcmS@uS?py{`6b%4q_L0Eb+g`RQ*BcBBBOo&DmyPuKIO3?& z!Un7yeT>R)**IKtDo}z-L6ZZji4DC`uga|Hoj8E#{<^+1rMRtCU@0TYLwb7K@Nf9f zqnqDDtX!CD2<2~w{^SC=)oBbFI{X{s7A+M8^gSKyyCi~I)(0+|=VoUU`q7FTIlE1l zW}@k;9I+?i-lTu7qDrZv-H!vD6;|Uo@$LR^Kb+ijVP_oUZ8ibBkR#wsv$s^W!;Bt! zldd*CH;!^t!K_=I2qAb1Rh6cmje3TdS>ZcXKV4CgJ&aycGE8O}FNouIb^-NLda62~ zwYY)kOYS7?pGe85WQQ?}(u!cNJF&dr+PIrr6SD+ScE$N zxxLxF{O*BPB4QiJnEp}%^AjvqL7HrtXAskaGf*=Gazdqb%*AYFl(sHhgWg>sMRJ|VX+11Zw z8K5Mz6-8GwJDC6R zrSGY(xRexTzzkZf!dXvg-b9VJ8vAjybzG63W*kWn57(wSJ{%syrSNzC`F<_xESI?4 zI&@BgIVeajcSq6Cm|qR+Lfcf=Sb=BgtW*~@Q7t44uG8%Aa|F-IQ^WWl)^rGhk?Vt0b^+ZS64k;4yYUy7M zR=O0sCB;xEK^pY?>)pvS?@t~oopO>^+p^$g5=I;Tj9ITmT1D;+4q^xW-kAB%G-P;1h7C?c@l!WdR0dxDl6IX3=m}k zzO(^Jo5R8XH8W8414@&+2J^&2?cJgm?D5qO;-IQ;^}oy+(?qXPltm*GCCl4_L1~>xLt|r7 zu@ReR#&NMoDdX7B>nwx{mwl6YsVKgyJIat?NSG8-zdF-My0Zdy1K$z6nj zq{CjVq)UyuM5>(__!jiBZ#;#`u>}@J>I;qpWE_F)~zG>mY&Zk z@26+UuinE_uu+v6IUC`XA; zf*%n6h<6)zx~GErwXjKha#DO~t|a9gQGRl+_?9D%=rk}sZSCu~UPw~BjPXAQ_DAbe zpP`U!xL#`%UlzZq-1O%zZ%ZNh_SsNBeDsqwLZ6f32B}UyUkK`>LR2}8&=qra|BDCP z(@F5CcpXA>9-c-@O(Ik6hDOI-k6)uca-rD>F?ZTQ`hHDsC=j=(4*Zm z3-5X#6L+T3X@9~%qx+0|kHM($(A+=NVw1Ph@sG`tNC5j-t!ODp=pzRzA9NYU?2HyD z>-p1Xrhj^q&nZ+=b`wV#@_+0y>xC*Gj?_>UU=TpvSvwWPd~uN-ysM|x=& z4BMrow!#sW&wwuCX3nSPN3j>?%QGip10TxK+o$NQJh#q#MuJ?1rjWW1IB3ST`bTB_ zj|4h>&SZsbZkNmo#G;qaIo>_0&*PsdUfP{Hz73au%01pKmAw9LTBT;m2i7zAOoU6U zQQ;yV95D8)NEC(dLftm){s7^obM>kHzl;sN*n(HEB8{2aY_V92tc0ce6$#N{$;}SW z3_|Foeu$E_hz41$*~ee?JV5p)lKY1L@lQH$&~gM&VT1$ED05%u)1xUxR(pnM0Y1qR zjgk@bSt1#s>==Uf+a4@u8~%i5yV}xTUm?_EQk2v3r*dB{Xln`DcvS7GMLOIy-C$~r z>3&94$O)h(CGr3H>hG}$t6>(7S~i5$slVa~L9~)+t|=-^H>SSk+>CFjx@9C6H5v??jfmO{2@)brz!m?QS{cD;6v3xxD@#AlKrHY_qsR9Db>kquy~05 z#bcQ@7KBHfW`&<>_IBuxpLBK)Si@Ihrr~q_8J3zVylkn2tqgH-W@XFT(EXFkwxG~R z+xZa808?=f9J^2yp4T@%fg0c}CR$ zjCkI4d(J)4maxjw*cN^z_b!14-va*lulz}+IB-5xMbCOB1adiTC<02j($EpaxxZfA z`$yaNGO0ETK2@}_Ck)+9#Bm{<3uT=rqnti#SD!0L7+LN7eV%V`s_0eEJ<_@j^96#I zTDP5LOuf}o@^71VTh8fF z#vnP*_&%K|qUBk5c#1JI_h9hyN%a#{LHP|VY4~wI$Z?;wWd>#>6Cu@&rgS^r4vR?FCLZ5o!BWAybhyeZl@`4cwH0;TZbgc zwzF`;58`L5v|L;O^EgpD7KBgJq-6NIIEu1aRA%7HH`>$G6x2RY2h*$dyyO8X!*|Yo zQhIyna0G~371Ig*+u|dGK{KFWmF8@vcxx5FJsE_is?%EUx@kBBYzj-M$A|TXr^NuM z1NGoMr@g(|vVLhNxPb5+rFj*T5@M|4>1I>$8xu~t8l%cf?ykfkAYROQ7-hv-QLWCKsN4|Ax3=Tp^CD6@>9arwz9LLVA8EEYrcm*7Pd5|wYa%BvwjL(b z^h=5`h6_ip_=oU6F)uQ&!XLPMWcwRw(M@+2+*PBbHIe1i1o+`_)$yalnv>=t26v?P z@&F!|dxYyfLi#wKe}041ytD>|re1ZBHx-8*@Y%Y^iM@BXRjiwe7bMH&rk)I{Cv7`vJlU;8nG zvzbdoW-z|+9XUSnSe=pKlxl7wVK4zivwi=le3z9ho|*dM->B15Z%_t~H`O=6rm96% zv)(~5U6<$6S(aexCiXGL>;JvqgPgQeHF-QM(%TXkzJx*yGfJxMN1hzdv|(#I*1Hsg8y4y<=DI#6yFjNTM!3$nCAiFwhNWk?GF@GL zE+RP1=oMO~_pgQ#J3^vP&IPbF zfaZv#+OSfedZ;u3Ej8}Wq2mfqr^(n}&unt^u==_^BrsW&tbGQ1xkf}GfxNP9x(80% z&*hun+?#D7-%SQUB=kz1;|y;`{~ubz)eZ3)eN4cPxGyXK+h~KWH7O_S;r%#U97D;h zWW=kirbS_cb*PTK_|qnETGCvZ|2s5^QnAS_)hEJ`|XI*-}byNi?lgN>rp6uU*UTeQJHD_z+#{+}{{Dwo47~Wz7JT~mj zL@CKltvY(6ByFUt&`WhGBHm- zjx-x+W2x8i20jAv;7XQ(dlSMU?KJcWVs(?nw-Sl|$cXD|ECl0Rv{DQg8D#zn3k884 zTu9Z2N5=q`CqmgfApVRZ``C$)D};*B@fz#OrmVj9TFu?Q&=Gf-MAMV&@Mo?4BAmR= zk7cqDQECyEw+m+H^4}tP3DsJOyfd$@-E%as3zb_)6#g>e^8L+bC*_0Udac$T=c}|D zzdK4mJFoxi7Oq>>a7-Tj?~QLAW9R1$laRBYyN>PFGu$kKXVoNu#@B@<*OmD0eoo@? zFmX=m$&C6CrrG{|Mc!f{rG@FVahV&u-(2Kdl!JwilBH@8>aJR-uUP5IS|IlHC zlYmdxQ&V%13n8pur871jDHXpbWLCO2HoM5$s+}2j&1pq`TCzcfoVlV@8wH}Q7%r){ z*EzyndUpO~46+I5Fdv?ahOvjTagW@$-lKLVrtosG1&%j&#}jQJ=m8ye8(8M1{fVPPc%uKzl z%)(EYxGqAM=b4)s9gNcFe7Xzz!0#1~H5hUatIAy=n@dBEi=A_x74U=VR^n2LyczlM z$Uf2)Z?{OKLGy_sZc2qL-Clw*Cf zIzo#pO_G{u4JQ?L31u4zjmhQtI{g7aCMHa&i5Ntju+z2FVJIsd|1NA>LTtMLbp1^l_uqXE zO8>t(N*j8UOrv`>3G0;6iys?d!|LCGLy?hRKV}6nAKFqjJ`PFZZr2)cE)Yr_0D*t+ z)YOHc2jz;wk^M2(Er}XNV<1Yz@evLugOO1_#W<0OKf32D-L)|5*n_K|nw$HCMIJRK z-J_tZBxpWvL-$Lz8;lMH7xj+;4pyt(XKiyXO!CZ~C%pwDuzkM8(&uZc0$x}(a6?P)fB4dy`0 zfuUU36vuVd@4(u{2$xU-Z%Ow7BI#9D+{DE&H4BOkjx-jRW%+B{%(q;8-?r2Y4nw7c zD{0wd*kF7@`@AiA>_LS019m(^s=c1Z!k;p`YuBwN`lu$4965SYYpW0ZA8Tw^+8km( zx@~`-Ex;#vx=aL8oYft|;5NfMh30Hz%O$!w?=2HL8Dnq59?ft-#(i7(@{NFRUCBK4 z(D|NahvVNS8=gBMuPRbkF>&wqw{XDSap?Mj&SS@TVH5vKCLqyFa@=ibn^N(|B)Oi^ z8ZpM(uHN%Ayu}P`6fCq>-F5p`yt@Q7om$>FaTzJyG%+KXz>Jo)#j6Iww@@kFN@=P?5EDOcmg#JKCTe>K+;NUGuD4ndyI^18G|VtX>Q&7O+$kY`4skeQDUi&Uy2B`E%@Dy4mpm~NHR$!Aij{X5tC$156> zzhCT$3My3^!MVhqQ$WDYuU?b71zE7`j8A~I z`gY`h@5!5$PLt4+pVgK4>8zfsp@M%Su-eWo1mo;|sTKdc9KCaCpKdRa6?aJ&8^?a+}*$*lj3U7(2@CH2><*Hkk+Ps%R;s z3*C$*OBK6z>$vEXmSKK0CgGxMxcg1~Bs(IbaL?>7&`Zj1^`aa*yaVBWhxbRd+JA|R z51^&t`?3C_!xhl0N$_26?=ijB~k zRM}8yhZSZt;nm>WzFwRrdPFxve8L0oru|z6i>A)fssfT)amYp3ZAD@bX6>T&aQTa+ zZvt`HsaNl+jyZAfUo;968xrfE$o6Tuq1J`gauT{Narq@5iuA%CxcQZ?h;ZeZp=jk$ zYYm<8|33IyM=tVrO|)PZmT9$~ybUX2eK6*-j?CtA=Rmj13`#41z_?uy!wgT^@x>1H z;OKcx>%Cg)Hhf)}L_zr1E$7Dro6EPXTx(cfIa)XDuN7$dwipv(2^a3Y15S|$cWE_8 z&7c|~^Pk-sTC|Glsy&QZma1os(V|g*|6Ds5iG$gMhp-DlWBL!S^8mg44^Pe4|Z#DW+ zdX5`N%?W&D?-OF{h%*@ObxfZYhZUe7lzLdFx~lqK4HHD0n==opRB09SP+#a)GL!K! z2>+o}o`zB3t$wh5Y$1J1ie` ztGLG)Wlb+%wRwDjQZrIK3+S*Dfxt zVMIW1eN-8^TsHA38PZ=8Zta$QRI(-anct_a4-Yg)OE&`Gd>6A?{}6yNdU=sa`YQcE zW8OEa@C9ggL3gbO{z|@{DjG(Ri!px0X_d!YwvXYw;pp*W$*WXy;P^3z+P|E;ky7x-Xa=VD|-<^DZ<_#pDj zT@Yekenc?cwm{u`{8h&1fs4wd#k(IVeJ_>cidxd9Zoq$>R}VR+J9Q3s&*u0q{G$uIL6o75#ZMya;V+$M;c3wcR>G6@MEodR zZ+M}gV?&<=&Fqa-5_f^AzfjAH#i}|vwW_na`j(PZ;Rd~LBVt7MUWRJJQ!ih7FO(i{ zApxD=;NDUe=*trDDk5!VpY02Kse^o2o>n=^DR zcjuP(0uhZp`{<%ev*+e~oG;}D{(h%~CU~W%DGd#a3!AwGzlP^Xychst;WF(Q7h+J7 zHU&85(a>GRSQKB?g+xdeH-*52+*T$-Bd#&^)V|Ku-{)>C<4r5vPl>wCkZ4ga-7WT5 z%cs=o2gVz0J;m*1#GS&Z@42^Whz3VAP1{1Du1CXWeG}hZmz$N_@j%h5KN20RJP(MJ z8(HdFNRa@57xOv#*Twh7z*XNXOTJ_ z0SZzU*g5J^WdlnxUFX|0?v@tUIK74a)5 z{A-Qu>VoIg%u>O6#TOffy27n~<1{W;xAzAyFk2ivE#4eWBXp6_6FYxG1-oNL_^ZV~ zbHNuojbEQuF`Qh8baia5zwz_ozt^(8DnBYts+|6woh$EU2YRg39r+i1BR5u&w7tX> z|K&xd7bnm;0m&(S-P&K*Gc}>ep61n~X$`#=DU?nZ*L%j^$>{Qc>V!jkZa)QH{xh*|BwSQN^Y2^oew_L(A;TFE&=0K~QA`vX|(^8h_iy^)jLWPs^-6ESfnH9K5 zJLb zR$MS(;%FJi*!(#NHaTC?>a0n_NA*@zBjn#+)pXo3~-CNTIMHhw{ptQ zo*W5Um?LRqdQkSsL$qCquQQ}AhC>4HdoOZG-##3Ho7S4BQzgAUHd~AAoZ#J(Y5A-D zXE#Lpx6`Df5x7~uTHQvfO}zSHhH^T@{^NqD>C}!V-Allq3$sSYodm&AksW|O{EglL z)!u>gB@DQx@xueh9}o%=iV&2vz>Noyq^!f}DA;35=9|A4Z6|0v-JEo*UGGg;^NI;B z=c7_$3a2_|T|vEX)Fn&&5&I-6=v7juL$?E~ZHo??@-a9#Y_ayRtv!y5T^;DF&COBc zIZ0^Tf<%Qbnijc9k3#EXk&-j^FI*fh%ZlB~E^I3<5B51z9QEfN_n1v6SdUcN@by^ zvG~r97uksO8JBOSJCS=)=O~uA2xj-smDk4oj>NnR$C@n`T81kqh(`~Br>%3j4E2`5 zxpjL%9}tz|8ADPmjC{pS-y>ZB=-aw?Zi(JflIqt3m2F7@<2u`$mDI~C_LOYO=;Gct^|2MJJf?5^$ywxVI&i&3FS z@~1bfSb$!?;AI#89liA>*z%^NEXnZ}Y?98*sX=>Ydd zHf$~fw>@(I*Sv^ARyy8R!6~*+TEz)l0&K*8qQ^O4AZV_@tWg>DQyRIckgsYPce@QI zU$DU<_%RBj{A3iS5o%epz7L9K@}*0+zy)y|=S!>D{*rgyG5RRwx@57xtDW67*C0bv zAxJ`5(<>udb5I*s?GM|hI(bGrRrPtT7S6DD6b#+nT~%UwaBDcRgRE*DgVB1wa44fw z-6)+u-s9leC|^pxXibe;$~rFo?B=_wM_fyj6kuy9k(yg}9Y#zyt^ReLhkC;81K1Xs zSQ8yxnceazzEylVnnqD9(I+51E0I`O^fva{D+I7D${K>&&9*-Ts@HHk z3d!tpU%!4pH@L?{MBc1qf(bi$U7(49h4gDv=VL|EwQxwYM8=g%y2HP3sktMvzH7D= z>*8~4`Q+cM{P8yBiYC$y7P+PckJVcUa8K6+TDq8ZoYs?(|CtoVkb46@yr%8-V;`rZvEM}#5s&+SP7ds3b(F%-RftuzmSwTBuyM#xw_nc%znbuZ9m>Lht#oTZaC^^{4=LL zp|H}~NS4Y1-z7wQ0AV0uXzK9o+*zUz>R!`%*_P@foNu)4f*S8jMH4^z!B5@+C9dm& zgb58vd<=lO;@Z*}@;I1^N8fhd4m3?BNn0s3pR;@HF?kvh_u67xL?|W5S1jJ?Uay0| zDf9+&g(cOeSIt;(`=n~&?c}CO%Tn7ii*dP3I1zl-Sw}G|*jK8@y0SLPj_c%&Pv#B& zJ#Vw&VYp2+pC>52mP!r9#aW1KLX|3w+sqHuhl{42!8)_UbM_>Oo12jy^0m3b)i+_M zn_kz;jgm<`%ez_2`?s-Su_unuhhL;CFEy2Bc#j@Zd7Q^7j@vdAtUU^&H?p&+j*nZN z$*Na0@uthH`p=qU5%I~T?1^L3bk)GZz6{hOA<3}})MukQt*9NPNBR*h!nIy>4ZmN; zmC69y&v5E)cx*pJd>_yZT=cx?TYnn*kC;Kk4R0NqqEn7Jo&I}pT&u5wTHVbz?o{qT zWBu{EEZK-9BMH8nTuV^pl&GE?xLW-{ID^P|8VM~sJM$v_f~6JQkD~eNDOY5YxxDj{ zdwaN%OUPdJVYUBbijIe+z5ZsPQ}){olywr^QQI1z!aN7?Ao%O!0Yo5zP{-N*#TO#s z>KfC6y-*^p4?EPES`uEU_`G}5In7ht1#B#eGfK}pU#{Y3;Pa=<+jY81$H{eupFFte zRnEeJzs&CtQF?`|$}O+ugJBF%x8$u&rr&HbXhRm2{P)^DI7-QT(Tw-UWD)Lj=Zp#R9L^Vr)1jSjS)Oq z|L6=shbVmEq=~bk$X51xgJ*Br4em(Ah z!IB9AxaDw8_z~^erv%yf{u*Nr-x`rlICbTIc*MJVYEGAbbzGzQBfCzf8j5rVL)?s^ zN76tS#)=*;PSje|^;C#5TElR>?ttD~<<1z)(X-|g_!k^05G%-gk3A2Q8)%Wpa~x?GS4N4FS?Ma=hlC+} zoD;{b;;3xTQr+f196FPZ#H9s6$TH@qO-hfv{~oUm)^MMoegzDz-a{EA%>sb)&NKYa zx^^Mtoi0PEdhT0hia2%k$67azNtD%$jx&wfPegZ7jINN60U_THQwl3xtnp7k$Bz0m zpdTSYx(YnmQ3#Qv;1<1WP_HZpILZy(quGXq_Z)HQ_B&Wm`!wnQ_gs@TcAuze+ox1^ z+Mnz(L9D!_XUz}&K~Y^GmGnS6_aDJpj>kHr!qkS?EYin$Z;-44s)6#O)EKFN886=2 z(l)$~W-SRNz|^LrQRQ6WG#`DcR)GK?aGo%H+_D3LxUPY!xD0n*ZP$ik63dG*hb2Kc zIfXDRvvzGwX;n0Wi~<@mgczcKD!3SwoVS5Z4N3k7k>c%whX93k;jf48_ZGTQmQhKN z0ANCC`pijs6t9yUDHDqlsMqScJ&a=#st%y5A2Fz8oY`OBYIIF&Tjk5qdA6L2fi(3& zC$LW_6jeHq^58%@iIB%y0DLJe0(4FnyCzF*uCa z@k}1;WHHtK^nsluiM==iJq4O}Yz#%Z5^*;q(BRk^TCezm-~ z6P9hmva1QUBRoERg5BnD-+|-+Au*xdN*g;70!d&REn`EHGq2nbAPG!*DMnXEoX6Iz z6^w%fgQ10Q_y~Ne?b&v-OHf5t{ibC(>OS*=p*t>?9Q!EGO4K^pxRLf?xA3>L`@EtI z6;Kz_{$d;5Z&(;(JeHDJKpvY$N5BzT6n}#|{ zzQsk5P@5v z^Iy_=x3T+;m-!o3${fwV+^BzhfAf37PA69QN9S5m#To2}a@_Wsiq`e71B}dBUR7A= zuBDyHEFBDtk&sTVlK57d$G}UlzZ1Et`9-AA;S=cabFcGuR5hJx|NYee;J5NhO(N2E zpqCRZ{|fbrQS-4`epw0C@^*`Am7+PO>nL)$q|0#{)-yGRimol++DU(wCqBp4i{^13 zHYJTP+y@6$Mr2ex?r9IEQ5lfFCI1bY)lPw2eG35}#hk6HD&T@M2ILIW7To+|Ir4WCMJ->9_`HD3XWMaqLHQf5GN#3fJgRz* z_hF>?>b5fNlnj@4=5mPaCHx*{DJ2P}_9sa*Rk!Oxv>qJdlX5+T&5@UnkgY%w_6V#Q zUgvbTnXHOR_jtB86IJ6jSdyE_Nt4awgn~`gl_K+Vj39w^r=>y2#oeo}7grA@|X%!#^{!0DN5l3=-7L~;wKqC@Z!mIqJpJ$)2n(#;*gZvu>ln!PXpa7ykX%KN5BN`er!a9|vc& zmcXNWVLpC{oSsY5g<6Gx%WGN-sBJD;jPiNzctxqBH46&KzRqUlxwC^@#R;SBm)kxw z-aD$6=gVrNy;uC{u&^_IYWqgo;|^t3yNTVa1LkSmdm3^;K(0>|a}&0W)yRR~Px3Ac z>m)%+1^rAa2`YO8FbA55Ha9B{qJg9jFhlRNy-oS|Avs-{VtzMHy7x=-t(sCuf&{IH z<2QD-lcw z^6oR&Y`nt+_D*zS-DS*IyUtsL0`N2V{{y$)iNAI-iywM?6S211I{{jP%5L`Bzpg2t zrcTZK--|A{5qwsj*4UIS;NcQ4MM2Vt{dAO?$k)hvtSqzuWbxP4C z+{*ECilEd3JiuqsS8Bf4#`o#TTlfFIz@o^V6f=n2T8epASew9yxv!TbHUGT`=RX(Y zKEML5bKby;Z+fH%3uL{>eS0SSM)~?z>}3)C1>0Z$+K8!Y7_@?Lw1)lo62BFU)@HYS zzqCtfwNDGQZU!`Zh8$e~&HnQ8MsC`KKeX!y*)Rv+dhQlFaKcPC2=w=10~-z}r<@#E zYb^Vm1RSykO6Is*r+~Aw^i@ufabSn>QhXkh!+<9P!bnqrIXPLJ&U#L*LlmHYgGWfgSCe&GJhyF#k=x(bf5CE$97hj|jV7^Dx zI+dQF|PFLx8X}n*o9>2#s9;P9R#%;wIte#`qJqC-+r(1t^ z{BE_zAJ8nju()>T=J@vp@Y?XiI;wQkw0xE(dXBpmzqC-~a$*&uRVFN>$;^PQFxM)Z z^XY_LNcHLC4y-pr?-}flTES~|YziHFvGsqsaKX}dakLDp?AVS z7L#Ex7BhIMKPz<+*v>iX_0Y$XX#9FBro{Rsbz87=^$=H>EV?p|S_SS^3p^V18CC8j z*98+q=5|=BS+|)zQH@)5Tj{X1Kj7|)Chfo6;m_5HpRXl(v3j+|TYCmG?WEW!hB9H_ zIAWwxl`VYC3S_X#Sdp$M0ea#dDM^Q>G0+P_>1m$kH8IQjDZ;Iy2I?<_=sg!A*95U< zuApwwvWwWcC`42IHTtl_r^D3hJs_# zoi@fqHZgoF_COE;M`^WUqsnQi&k<`!Kpk0q1_?C3?mcbC0ywl@J-Vdid#49;`GtK_ z8o$gb5mgz%Y)ZrUBjV_pR~Vl6rYvwrv)b+&ba<;I)TC>5%=gk`^3-9#eKQ)j0!UIIgR+G_!psd8)5t``FbUQfA_o^$umc5qX;emL|8 zqf$x9W9-f7K*tctEYcodaOYS2^YzeY`j*f4mbDi02|vB1RQdm1JntP8V<&_8pp6Zo zR9R|1o<*77X9&EG#YU-a7ryJaA{W#?vP| zXh9RUx$ciLDy5ZtOdfj>EXIIVG?$BiB1 zqqhs!flY^F+g%B0R*m1K6)G_pa91ZMxbs5=_ovKGl(beCLcdG^FW;PiE&q%wuISZ} z-ytudiEE@J0dcq|Kj{iT?uLH6X;B#j6L?=xIc-xZELE<`?{1BF_An7ex@Ctlz3?|uBaklpC5feGN>optd0;OTgq^G7MAzlo?`4x#nE=3J=)d&~LN$mto0U21--=jnR*or%Plh z3!5$KyRN9#TN;+@W00|cM2P*lQrCI#bb#!wOS?X4+OLfii=%OxB(OYH;1YLU1n|Mt z(wzAilfSe%>o64^7S0LV`l-Ku(LCApb)P3O-mM4AjV_1ZL>&|{co!A|xZS{XX=6rg zn}2X8IKnuPFY!XDMEfKZ)&Dqx6|BHaQImwkhzY#ihE+MW@Nve9H_+(J?_M1=tPp~1 z^pl>eT`A3$F82m*c^{OH9SofRJCt`K zP<)nbe;u7wu+&fI%8GGTKc0Y(+@5h3=TPa@>4Lv9n*e`EH+t3-yiCTnG?0W!q`XEf zI&1i-De%gFO#}`9%ha)4O7A0`8H==X=A5zk@7({{qXg|LGijK>Ys$7v^5?brRgKnE z($@Z|=XpH z=uvg2ZxNjF*#B7m4{|2t-=&z&)|t=T@Pgc^tvqLyZG?Ik;EDN+yGGhoHVGq(73H(E zJS_+N2gXau;GaHytcuRQ>3G-siXF>K+ecK+P0y zGZ*UCC9vk*5+yxs^Eaz)Co`Zq$hw+FVcn__N@NQWJ65f@e>Bh3;jc*KqPDHc-KQVMvDnmIO6A)uZNhIM6+`TecM;5 ziX^cf8DDhg&~4i}TJ&hkV;h)Tz-V^I^Qo5U2C4q9TbnL8JleA~s|$o@_<>;tiGb?;Zz z4XeuXWQrA{k`0CMdhNFRIg-EIkwgaJNfQG>4;b$$*tl~T8&fs90h}tDWEF~ zK0mPS3AutGNuAard;CKM@nOt$6!+Z!7Uh9~hV+Dj`I~v%3ABb*c#$Sh3S0(ZRloUv zJ{RPIH9Y@mIiETo`^&9${MdXZLXmx`+pHV293fKl)U8~(nVz2eW>ie*3A0EZW927( z)Tj2fr$T4pBHTqU`>BS@__R3fHzc|e2Y)TeTuO_`37{G!WIAOoYS^Q)iP( zSJCcsdxJ_nxA_JhAb*6-=M>I=2bY6{-rBv{f9KiC5AGRhPl8e+|L))$?`a(gH@N}K zSRw!U%QK)P;npvQgq){fzqMYPxiTv|m1q;V8YsS@eqI~DA@bZa z;n7X&ozw4R_gFm49AOTN0F@Jz0W>g}xjR}UBd4Axr+{6Pd<^TW8C*~Trz6PZ(~0RK zvm!)(->S<5RVQlRP>s-98n#P!=f1vP5hABrv?k`PqilE#;0}T;0d~G-83^Fcekj zpF%3ta+(1Y2dl+D-_>*Xe@TWpI`(Vm#zByz(IGWcV)$3nQ-T%r`MSyXcB)m)CQ;kuG$&T7mn?{)$$Kt+^{4E3Vc&oxhZIX z;Z6zO%fVbK5+r{PIk6MRa7rz!DzQ|q-+di8himGw!QjU!Xq$epcLj6)Uj5}h3VA}A z)GVEg##Wi82>`CgR*^LWJD4^?tm{8jY?^x6_ap1gRE)hytj>izVVBSSb0=$mB)gqX zj$w_Z{u#kQ(@Eam4K@CY$RSUY9=-Gyr&a zpW<>gm)mS@@bh;s-xr)~e{mTgFMn-E@>mQbAYL#X-7i=**bLJbCS;+)q24H%_f749f{xy+QhPU)*gw%d33lxL^ z0Kx$B0bpm&J8baO&|tetX!3sW%ZF=Rc9;HMh|1F~jZ6ip0pWmxsoXXh5jJC(z>f`f z%?ur68vLM}oPD0KZbo9eFILD7k6v5p|D6WzaC)L(b3v-&qAV++Hc1oFwx|?Y-0s`( zL{_4r*JI&{imY)iR^bwL<_a8M1OJ zLSdu#fZ$!MO@?T*A-=Mtt%dTywA^?tppo1%LYt@vBbO5EM#O!=%l8{fna+t;pWAFI z$-|501wSxb4HPMxP;4!LbltQfIksHVq`Vqz5S~R%~#Nuqe!$AnP#7cT-(k zFJo3OGNh|msf$?5s}TS1bf=m9&d{uOsIy8JXQxg|xzlAn%Y&neB|`w=aPxU(`+T2N zpK*pgF1K#PXX}b*qTTyg=?jJIzYr14_ub4HU!W=fwcoXrJfLw~NK19x$B{WWV=cx) zlH=MHptxlc<)Q~uvQCr5@f-OfjyL*M`p5T8cpoZw%wN2(ZbvMSA-W}$En4yZiD6d9 z9xZ7GDP~e_Rv)Eox)NnGHiH<#RV_yu6nS^Is&C10j~e7f;#qJm!+h$wBC3kR`EuGUo*B;{eseuOPZ+^A+6%6x%Ihy% zW1qlTZDy0J5V?jO|9CdzO_Xuuz5L+R6t`LE=^*Ocr3S7C>(h>zNrs`N4w)GlWN6oo zu3~U2gE7_0qRg&=VO(E>7+2)oEGZn=Q>;SckGr_$RA14&Jm$!)MOiCw3DiNY{riPi zzy`-}JGG3!W|gTA^q4QqjWU+|x^h%#gn4iSM2zB;T~~!A>X^Nrsom}iG}NB8`>J2g zv5p-PI093(X{&`*7j%55cvZDk@>vD*$Mv1@r0tN{|3)-v9ui>Kl7 zJSdgf@x;_EPfoI*-hm<1t565G+=wlHC}&UDb=(AU}lr$Y9qgA zPwKTrz(u-XhfDSo1>E*}JJhn2y|K{1wXeHVNiYuPS}Z{@n>6;22J8%YEdEf*&1ASV z$&~l^0LCa^h`F;q@#|5mF#qRAj`TT>?5~@x>RZ&}zLMb6wR! zJnRh|hrO>5n*~IO1TQ{%blhquF+&I~t`zT`@3Z+_%F0dF4udKKpKKOp?S<}4{3)>b zdTrfL$;}*67%*{1tX(|(_pkHqUP;oKFu{|B07A@XloejF4PM2(O5|r4U{F>>CQedH zY1*;iO}GF%T4uYCt{wc}Ad&uh;!se`E-qabF>sk_t+*LV8$$wpnyah5Cmv&V&qk43 zouGnIwMcn{whtHL9l%-O$#b-BpNifFFka*Dh)kl|F&a@Y)$@)wY6F1*dB;4?ZjSD-?AkuOZNN-jA&xS zm9II=tgEE_x|ss46MbCd1^L9L82@>O5H$xCrSSw5GKiW(!I|+kw~g zRHK_qnCYKtOg~6sybgC*nSNEL$oCEvAiFn4LX|`hH4I0{w-_)Uwk~auYG$mr(nuln z{s(CK?&hJo#p092i*>x$-dGsU?({sJO8+vv2!FjniMR!>{P;U7#1KOUx6`pNLt+7B zec&E4)@=VxI-HK-jbXZvESQY`DoItFIMeCXYNA0-@VXMg%ah|;TJ5+}2FSwqUqM?D za^SP)O*JPZY1?=cD&4zh^u+h{$k^0@zm96yR`4RFpqr^^0$jK9kO-8i)I5NRDU|y1 z9d~e>WF@12XNP%1*09buYMtTNqloGvB$7WtCKPdfbr0#IJ8F}~OVY;X*)apnDOD-8 ziarg6#2tLh_bTFMFO>^9vr9h2`8CI3Z8u7cb`}yO`p&aF;ukb|p;{QWnrr-Rj40LB zrPcrQnsLP>NMUm>QI~1&(4jGl{Es`aYB+~~%M%cWsQ+pLBLDE&#_ZQip@&E(=nF$Z zi-eupmRBjQRRQMZ*y=)M3MLv-+~5!`A2#`b1e3`f?=1K!?%+0-C-r4Ds?MI75Lvy^ zY>`4jZMCW7tr+c=|c`c@d`A}cz zRVRFGL!I#|8<*!e<+$EV5^vvJTkLC$%dST7c55TzHl1o7ul<9p$MWwDbaBd$_UjJ- z-iLYRihIzZhEHzh^R7+AOWNky26Ls)ov^zdJA(uc_t#sxN|NHnCSMtauD8BwyRe~t zg1jx1e{XOlS_BDxh>MEHW0MmmM9q2b9VkshZ}t=_j6Z7SF{GcyFy_RNecCoyC$KP|9!&Gz5Qk?Uzi zUeuU95AlxBh>_t7HIg>aRJ*c5b-DW^#b2rZoKEm`s#^IHm3!;bk%4OwR#rU}&2P*` zy;Ku^%9Om@0-Xg>2ya;H)^&YhWmu%EJ#|Hyxx_q(d!b2oN8XI=cT0he5RL~wvw-&y z`0KZtoz)Jtlc+Bhe;A#X8$va=#lfvhQ}kR)T#_kEPDn?8-l(@o zObPzst<P`03votizBLXmx8D72L(YL{Y+UEl@ruSsnaA@Nto6|v)6A@ZeW%16se8ee7pII`G+K_Q)R*fd{ z2Vpq*{MGp)%&i9az43-;COjl>i<~$f0VRQpI2Zmv!f| z5u1Ac0w$&H&$Cb1W$Gf}Ee~}M)t&32x63cj=#!r`7ynJEPxIdZ4JKBTeLQC0I~$j- zOGM>`U2l)F>fTu?{GE#2v)Z+S(zW^GSEZMtcxGmsg2^Kws)mNz2AiS_JlFBJYF!hQ zLr+dA8?oTyO|D#+U+~y1XjC2@{f`Ob<9F~-Am57=ulUZNVu`{os-d}Y2dSQ|MUTD2 z9(S%;>a@1(vfd4|W8hNc@>+O!b-sk`wd8JFVZge*nMs|V4gfr}izztj~z3Bb92iM!F!uK#(C(8=vo@d*hr!ok!`F|35y~_7&uPHOvKQBff zM~SB`yWM(ySUCTyF0{S8f1S)TH^ z8WGy*p6E;Yy>OvECvgX;7+9EM6My&A!*Mq&{@`gH=lwV^%x;Ed^ z|Hh`PUClBZ(b<*zOZ0!2tzi&vVw(poX2+~H&lJc>qw6f;WkjzdPqDEVtB#~p9b>h( zRf~I>CF<;dEFG>DL51*ZLg7H8ZbXwBPv>9g4*u78$Dey?cwA5cZ*F_r4FB1B5ZLNBDg;T7lKXRF&e76FsO0yoh2&o{Igc$I+d;>reSSX(DMb#ArZn0FjpG#KaO9tQ-8f2XjV=a zGEInsGTsuUgoZSKOg28ij^4zdmU%d9OpexF_G6zVrRgVC_sLv;>Z$1Ou?Y7w+Tv4U zWxb@;mmK(~APmi8`4A!cTU&pW$66F^xXU%qAn=)U!u+ptv^R3tafNwPVZivm;qV$f z`Px0*kmDEh`%bW$(G3^B0w#{7D=ChrFDNPYl7DJ5C(&5#jPc#miO4I-QTM*z z)a*oiS7lk@@YoupgH4JxRdbmtQmZHkeOT4t#;OVfP4k~S9ue=qQ(Wcdt>^ezPdjNi zf@-Gg^T<0nimpodbQ5+aL7CbB}`Z^utWiio;1>Do6RgXfFJM_8Mvm%NMBc%5!sx)NK{QDpLF;wun!J5k66=3TFBvH{~Oe*@-f$V=tHs)+mr{trdrSg&xB|J#hm zuoZKd&?QY@vDFETE-r;z#=R2f+%!bnpLP}Y`In&Wk>a|~+9Ogazcw4|3xAe%K+xo- zm5aAxLLkS|>u{^!E6F>*Jy)&$l}l<%^r!yY6cBucOv8|u%-dU8RZ^%3Oa5I^94#|U zU5hN5+UyB(^z?aS+C|*C-8EdC9?g|@s1T1#v5x@ZCtS9-^R&i; zDkuIn8RN6?Gs|$XGOfQq_D2uz*Eb&;7_{j(w;w7UP8qiF-${wC?H{p0Yjkwsoy1HX zI49Ng<1-|m7#&s5Av-F!wiYeRC*pu^qbZ5KTfeS$`9Eiia(6A=;K~VWLcQAB~w%LsTOM_ z`uk4+2}?utRNeKj2@5VUwb8z}8H z*sD5&YB^N{7{Ti#P_%T`Pq29VOktSb7d?`g6?|96QT_@SsLIOOKSmr|NbD$;HR`xI zsrrs-M=>obgiKJHvNbJ^s#Fg<5tRt;Q^{pL;z^W6+b#tQn!SW{<~{w#ftC{Cz+5 zeoKm@+S&2gsK`x=3$Q8vtF#Qv4MmxxM^fiGlKqh2byo<@5PY5GSH4{B|3NPCgtxro zcbnjyCb68~-twMsLy-|vr|#S8>Ppe#Nl!A!0W!a*_OI!|xKbT@`7I&O!*7}t9`c%q z_nlIa)J6yYoe$0HrB95zR?^n&L{Oy{2|O<59lg$PDH|sx99s>ub~E*kr7=QqhV+7i z=Nfo;L*<|r@4DpBwo4#S{5UTC0MQ(A#?EX_NBbxw1Ds@eRt@n?fX3J^ccF;A;_l1k zQRc$NI7Zp#bgM+QRrl*@Z-y3oUBd6)(ao3}>Z?zjm*_t3KR0t{@Il}2c?vvoGNmMV zGfY%Fk^^TJl}4mhEKupL_-8{}<#;ZFo`L*I(&&BWjpDTIxa8McAIGGLe=nzVT$+Y! z{rsoxdlEIzd_DPpc<%)DEkMdROZ7>IEyCPGy~M6fYsSj@-ZJ?|Y!X+O1qTuFkgo&I z`VI`KSBe|DIbu}TDv~>N)(_kYRwDFf1LOL#(0gF#i5u>B4Ih0C>>w`rx;r3UA;k|Z z#+k_Xxvp(->D>I>Vi>shPjue3XD{``U+i+jLZ{_^I(oD5Ze=$jo6B!8weyoM0bMLF z-f&qw#c;zd9#fk4Y-_N5ml4#I$UdEQ7KhV@&ILbA8B}z=THiPf7}OU947UfjlObhp zoI<|kQ$85TWXRt`y{2FP`HPYzwN5P_w|W<0h*l5v;>V0J(Wn%s@7$!DHD7u!)9NMQk|+MYcQO7JcAjO zxUtCQ*%d2$1m5TonL%qAiefve#Q1{}=rQ>my6Va$&G12-c;Hgclj2qFksh94x~Ld| z>CRT3BAK%-P76rQE~Frezd)+HK~Rdu-ELChHy!rQ%~HOV$k#Sx*ZJ((Jk|GxaU6yO zg*=apyhT#oWEU$echG}m;#UivEU)Olnpub18TXOdk(eFr+>E*AK0Jq6-xN^854-n5 zYT3ot4y4A1XmlfD>QGuU(@e(;L6fk$3(-Q6@%zW=Ag>)@1tVtDTm#0D-ywnYtSeHk zu`%DF5Tc?_q;JRSe3)hYxk4+g!B0pS2eDG)1_v-T@B(qaI9IpYz;<{ht(;{tJO%vC zJSN;~hl`{e!v?&geqi^B5+#({I%I71=p7YsD6=hi8Rn+$OU7=3IP4aef^omSC{uNiUnZG16d=>i?e z!o=2Zec)+Wn4d@GwhAP{bJac(6OlMI3rnX@~PH_y{~;&85AQhVA^3OrdlzCbb^ z{O-;6S?1jXdQw$qDK!+P*FV6;)Fz%z{{`Bqo2r4(satxjQ0TOV9UgWRbj-ZZlZg|r z;ARY8*}SK=ScNi1z&PS9+km;nVv+ozs#~DJiR6bg_7Yjn(F|=Gn+MQ5&IHx3$&ULm zeUs}eKjyiuS64G)N*7J|N$m2FRwz$odIaFbn+@|%OHp-&9IFy^_Ws#b=}5C9c` zBDJOMs^lxLP$HBJh^JVhKTwy0B9;))ITLBA-SG?Q!gH7=>h`#;N6v91wfUAcbCf@+)w+zOU9&o|>I2da9` zk?hPl5_{$vw$3SA-@vV(%$k4=RSK2aivOAX`*pjf=i#D15e@eDsblkcjRJP_sd-a3 z>z!u>)~R!ebmzrBcf}d(Ms3KJ`Cmj`{{R%RVjcA>F7IA_Lh|_H#HYXmN=3bKF>!^! z>C5-D)&jWF)NJh7v2}$iKtU^IMjco`6|wLdE4EM#1Fbnf%h+Q|*E2-&$CK2%l6)x2 z*mvrq?yYCTvs`Y9hUriT;rY9p>HyKyjYr@4X%C7x&={iyblpsP$yhIVg@ytDn)9>% zyZ-D#BmgZ$e6PUkHf+K}2)Js~*$KI5|84L|zgx0I#KyJ7zofFcW+AAnw-fo^E$b7O zCIkC5S?}ZLEwt@%^gT#z*OQ)aY_3oMza`vNX?HT#5=nmp=V$CA7VdcG(DJx%M)+Sg zKmE*%n^!bHnV(1ByDyf0)95yXcS}q!HVE zgwvODScVT09nxiYAO7IT&5#0$5&sl)C3$l7KSsNw!?VgNi&p_KQC@Ev9B6gzh(F3I z^~;w>Lqne#=jpe_j-W>T*IWx(yNts_@*y$u4}$k#>VB!0hDzda8y9-6PMTJ|Pf1G! zC~VrG$|Y-`eT-;^2txZH+)eDAVXePd-eHHHI*N@@moGK8SC_A7m+;Kh(gyM5_9)3; z?pX66_Xdee>MUunoMwK8%*JXWD_aSi@KZWU{3UrQ?}_BmVQ|K4>ErucJ#9qq^>m?g9+*!w_OeBj+X$hlqPK($%$UAl}e}LoJ~6N6od1s4{m-%|c*9xj5Wka`8r5f(Onr_d#j%JW6xxY7GpjSO zX74{FCwTC2a%IG}3(MbJLAx@!zJELZyFTFt!k&j?Vk)m)vzBImN-|ecL{EF@|Cmh~ ze3EfU@Xv~!Ew879-BT+oYv24md}jq1-ELohm|!X7^mM;Zr+R5(H5CD94>IuCxHiV_ z9apzBa7)Z?!{m1T9A zDoA-HTQyT~!Sc9t&Lq`!jZ|vS)%?i~;cGj-N4R`m^>bg2dQ~Lnw}RJ96{L7~VTy5G zu!Duw-><$HVH}eCr5Bl*y&~d7p?KlKo{Z(lQ+4dQDfgkN6)G4Qdg+5VzY|D!#iq&F z>XhcBHXV*p-k+I3$=91O$E;V02DgS#jGHSWt!wvW3KJu+IYvtQnmb}a*-?{Doc1`k z08hr2!O9sn&Qc)Gg+yVbC}&sY)G(O<=n*bF3Qm`9rzlRy(=39=R&tM(%wJmnWzhi} z%q*wI@(AUDgUW4h_>Ej?0`eH_yE%*jly||Xvf6wc%H8k{z|DsVy!1z2C(f5VnRnr7 z+xsrelbGsI6wnG=M`%2V6 zeZspMx>>qneKfS0hP<|R3>k_JHksGi54Cs}sz1Mz#MhnwAdMUw#cFX)@Zi1RU>+c> zoU`YL##(hRhCS8_wQqWu62nnpuKjMwT2lWV6gaTVQ|icdp1`f-jJOTNfuG*faZB7% zL+5#*nr9%=F3tV1;3m$08$+H7c7+OAz9oMq{ekS?ih}#cSjInK+OhI1u4XU4Rn9+> z@B_Kp8)PQ7Zps9;Oo#dAC`#?Ky*Kxa^}3hCwL~wS*Jt*BqcYiA+A1x)Lor+RH0Sb2 zhscN{$`yLDl3OwXZ`=)~-dn6rT#GHF@PBn3w|Q*uZDRQZ)v$QR9oMwdWXLr)LQ3)d zR}YgJdR}AC-YAG%ihD2g#_dm&7*(=b!H9*A?Ae3I^MI)4AWs4Grh8`Xa!}!2SZ3!C zC%Kd-@MrzGF1GU*eT*K@`vRp}Z*0h8*+nN~cMgm(aVw;BFC@opphp*Rgyatq`nU|% zC*lI-Zl5J{C;q_8X#H?XL<^+qRbZG64K-NTb{xt@8^KOo5rN2=)2;Bo1%sRhq18*h+tOZ>OFrZH~YN8r4n;fcBmq;C*;z{niP zW0>WaM1SqcBC$xb_Wc%_1@}v9TPkW=&ti)MDDP4zT2qb4-FB=^wX(qR;}HXuzs{RQ6(IE^8!Yf#aNd7TUWLhz@`e2ud}1MbxABRVJhz?DL?gwcuB@X@>x zBT?OlKh_`3wF85edn`(o?hoS+>_BcjCnEjw%Ct5_icn2SAB~F%(Nn&}WSSsPYL9dw zt1b+^;8QB^mE%}0qXB%%EiRn-_FI3wz-l>%2C!Lr-p=>dZSHY>4WFt6{?~l9 zoZnX@6TG@N^Xe6G2$kyFMOI zHdDOJQ;ysM>maB}1%+@|ALts_97IRbJ&6hWHr&OH(XBmm@Dab!elaTAJ9Sr`2wAU# zcg7BQ%AfZNzD|S3R|=&lHy!lN4H@8^OW8|F4J_vb6d!$#fSS%)jpG0iw(hRquAqbM zkq`P4wxY~tIcKO*0&rk~xHi{Vvb0qElk1yb?|fx?f+q&4LQ$8kur2_;54({Lgold) z9-hZf1AT+9jTph#4K#5o+i(m$AthK{#3FLh8K{xfh2<=L39I+3T-aUq6+EV}cS(NIynN+`(_B;xe zzYZN^vXQ}uY5cm`=oWLQA?s&L#!ExPn*48Ui*H3YImO#<2uZW>7XuOs*KguHWp9>% zENk2T#i}{sKS8ES6t`r7f4^BR`Q&T7?N?H~3k%RVRLe$m_}Rn85%@rNl;A0tuxdWT~aVc%*=OCwps$y{D{Mp@@(CS&0va8y;vQvdHpm>kH z>uo)?NHl+Ts7n2ew160Y-cMQWEdQy zRxGJA@ZDi70gyFZ@j#~b-yAYV#zcYiyvFCGKwevO{-OfZ@FJNs;YUU0tV$u`$))TMOK3D}$H3x1z#F%JFjjP1|C~7Cp z5_UgHH{*vwt|YhL-kSPq%6F)T)hUld5bJ0*k-3xl)ZuS&M)b!F3&;P*)K|tu`9)j* zB~(&SI;A@$q#Kk*x3NUY6D2r^4J(30X6Udkj?{v4YGiHsDk@NVm9Isf_%KKYT@%$Q&W7e84+4i|F# zvui;u>Mu!>H^EDfaCw3q1({3|rM)cE4RG6SH{rk1SVBD5qvSB;o>FBNZ=}xeAOg;Z zj>w{LejGB7!}AIQ1HIR*+{5R#sCktQc-{$?#|MyY+)vrOp1}5__MK?zr%vfrE=^$T zSy~f&|5VX5tGt3fs~oWdM})Q=wfRz5Ga+koPq-a)at^w1zBiWMx&V)_WQw;Aeii1A z>@4P9fHYqp_X>YCp2k*3W*GW=on>>r|$bxx;O1aH$Dh#81B>U0u72ryh7$3~ygb zawdy-?{vW9u9g;8A^q;7gogQywQ5fpSKr^DuC8>1cgF~yh*t1xeDAM;{qjd}J-QS9 zmXFI#CYGr^duj`L_Ix`*ye89#Dz*6g{AZ7OY90MJC2I+rnTrrK3!j0JqNfm{{qK$r zeus7Vlw{=c?4r+~Z&(O>>(<;VFnzW+5CR-w0yeI^tf5_GNTI>6N4U8RJ5Or-DuebV zclV^2SSQQh9^>HHg;k^U#}wmcgLsxC2dQyr=?6!{jCSeE@VoLS_tAbRXTJY!?F$BL zJ){N{&dV+Of6Y%`)A#*-3yhM=KF;k>%)B)CT1qv#f_j?T!lso7R? zwEHE9+zGsbcg~l39sUJuVg4=x3ju-uwAOm;Q|a!OAv zal&1FXO~%Rs#Lg_Jb~aM#uB7q&N4KHB_XLG|FYqpjmx*aX!DWB?^#}-ZlyK(8d;l8 za#&qwLJY&l73W-y*(TDCY(LJOi&)1ANI7+40q9C>Z+o=%Jso=}hi3_hvp3RcU?%mi zIL(so*g^j;w6N@Sy@#{ms$86J*R$a13Tl!Xnq%8c0P8r z?5D6(=jUqdE0}f1{y3EgoJ@*2-;anbcyIwJ7S0B^w7L&HjjVJ(>r^s{YuG?H_vAH| z>^5by6;8)E{E&Az(r1BwW;NB^y&exba4}qAaadm6(Y^Xq^P^R}>OIVtu4bUu1-Umf z+jR;DGby}m?x{eX@r-|btKAy7UIwsn%?D^jH=FKyxIdFiGD|e?z`Y67PqZ#(MqwZda<#kp+T^#2n(Pp0j@Ci z*x&le%u3B!bFQkPhSH-joSXS|8yHWU#*H<;^qhxbvHL_!6v(-~?d%4%8*_K8dlG|v zGgUhGTE&4lqNxazbo|GcjD*R?#BLDJ&Wt$nS-dgs#-FX^U6vUGQhv?%mrHSJq(yMQ z3WpPXZ$oh{FlO6b6XjYdIMX@E8RjZ>uc?20AK234A=7sjr?)9^0A6_t6w^gmkJybR zD~3%{E_A?!6MacX^O8KYyKSPsZr}c_9;rJI#p2^>WCAJ-&2&L~lV{kZ%E3bEZ>jyx z<9cQwFaFSL`8`qIX&Sa}+R&@guH$@IZ+^n^RAmf#v(?5$f zOpf83e`!az8Yc7t)$q&R2Xvf9ZPGQ1m2L5wa%z}z5&ILh4_b48?tGYc(Z_;x7Dn6M z@viYacr~`qP4_BoJ}KB%jN-Q(Q4LCSZ9C)<1ZO~J`gyC!OG-n)sMG-B@8 zJxToO_9RPfJhT3{?y{(Px^Ql-e=fAD#$J9iOj_58YfvetQw^qg6MGGhL|tw|gv zfp*_+^N<4bOXRDsnz?M%Fq#zDKQ~nsDF!>u6;0!xk5_w!Q6jq$HFkPsgl8NN{gyMR@=7Q#XUYe!DIKfhPxNDjaH+MV*<(riWv`Eph`C>uLWz8}_)Eq7c0}_EW+{tDlcOBc zFs;J~R|)0*?SCjHs!xYmF8JKYPqBCV$hU|kr9np@^N|T-_GJ{p^-#8j>Z7}OXy*XU zDQ~Gom+bEEXy>hoB=Z4J!_3}!fFyO_`I)9iB$isY0+;Z*9YZ{+m=4i5y~;Y+UJ+FP zQT9kos*kvn8v$`WVGOZ|<{fSgYZ=X{&~GYTh(Ok~uj6>hYlHWNqHCNj*V_iXUFo*f z;GG`2DH(&QW9}%pRrR%>)W*|0vPK`%IlK9J>(cqtd6hwRE3uf;rgrkUdkThPM&oW? z{xcZed?Dz`2R}t`wqn==_3{1JmDM6~lgZxk#%jr~rt-=hz5hpC?r$z^n>K~QPkpt2 zYlO}7m|mXNxcG#h007|p+2-NwkknYq>N03#C$H>@EmoZkVwjZwLM**uxK7K)h+)Qx z_GAC)@F86M@4@ILikBrDcv5>vseENkTOxp`V7GC$sYtHq7$8yyxcMajSMf*6s4;fU9^j8u36!R84r7q5&ZOjoZ z8FQ>pY^9iGuZUXL($D3Zl%F}0Jy)eR=ieRmN3DqzELkRbPwZQDaK%Luy!(89^YXnb z*SStubr6X;m-Eo4hO3~G;C3G8u>@R>>m{Scnis$J^YdskP3-MlD;A|uJc@jAh+451h8l;tC z9Nf8#@v-s2NhLBSX5YV>oKf3?IpfEBraAPJS2SuFa$nETUpHfGNE%f^CI`1A0|t`l zTzy&ze%DjND&gvG$HENuLr+*5frVdDZJzf~4L!D6@K^`LsVz{(<(+O7F@)3^V@H~6 zrR48wujJ}m0avwm;iaQ?rF%JLuoDc6KspuJOBCO+q3 z%;74RnWfnwtCbo2S!Gv_s1!}gPTHi7+|ILW!!~2_aAKat811oLlMOvWx z?}Q`Qv}q4z5wGZqJmtffde4qpu=0PF+O)C1XrXBw9tDc}q zd1PQcV(f9WA%#JEBR$F^Y?DYSapB;)OK76vvHe+!SPuY79SZeFUS%1@SBFk6z#nKB z{$T=-DX&jJ9%Y>MrGKp~+mKlnK*H;%=Jn>t%6jCGi#90-&x7jejXyG)JtUlXG)DiC z2cy)iz8@Z9B-iWDwnY|funqk_4O>Z+y`;_4%7|pw*>_+T)KK0Yv?8Htu*BII!+-C- zgxB|amGS<*!*L`c7M?J!k5nvakdx84l$#85p1#5%L!AO&9ke7}H5`{-s|RGcoJ1FG z#<6FOErC~jJqJ;MtBy6+Bi2u*S|W;V(B3Hg<8N&Ww9v%{_S`{^a*k-no_gJoid9Qj zevlAy1=Zq%mu9ib3v7$%aAYRs(QIURFdLvyRB_>)Y;xosILXtM`PyUadwzKrI#b{a zil%rmf*KBJA}zuDmNWeBQ9IK!Du)M2%e&`X080b?TKsHByT!O5B))iD`qWIFNS!fl z08?%nDPDhU$5ahlyxzqCi@!agC+06qHsb6#(wKZnZ~DO`*|a*}0i%OMJN`{Lw+c@S zZtqR8{ySu!5nhGKlK3lUWH3_3!`wM+5NvZ~7zTiYz|V(=ZRqNPj9oLeVj^=I zOXN)-6WUHt3@6#3f`QTRRmRsd&>~9lC-Pj^h;5I6Fq+~O^Y%sZFRV|x&gp{3Y5h+)u%iu4}_w!ZWoio7$pv;EJysA(-8Dvp1C{AtG z0R#5c0Lzi)bdS(VI6Kd{My~C|Wp0`qIam5vmz0A}4kNdmf@P%R$X?+Pb zr;Hi%@{@B{2pZAGyH+K{%2HNyE zAhD#RHDxl?py}K^Xb1`cMX@g>El{TEYyPH0%TXcyM^hjC&JzLulcIVSbZb@zj}8P81Tg>LIp8zwxo*z-NkP{>4=8#qo5 zp`n(+AlKhdF{`y_kz4R?5A?9=PF=8GBJ9F1NJ9UInP9u85W*WQFt0eyox@-J2}H4TN1OG`3ffN!}C zM_7om5Pu?xl_b7Sgmdf5Y9SPUC!@y72Fy}@N#cgWNILZ7qpU|oN2jV=+lZ3YCEe#B zX%aIoiP$wHG|NsG&(L%-Zvr-!R*aiOXEH`7{+t^Wk%ArkVsA>fXw3I4K4AW&w&8XW z#Q5ZpG;LkRf^o0RPOI^Az2EC%p{IJ}v6U_mgqS6ms5={ekzYl^^K|O7>1*F0Nh@tz z+F(qB>&rY41~mi)vYj7NHY?Ceo9`BbzS4w~C=*xSBY$WmRwq{T-mFDx-A6dOfsEha zg@PZV9g}y;I~+5fu6{d_dCUAMn;aXL%M3-+>#Qp7lu1l|e`zR@ZqO-8bz$fUZ7-<- zyV;PuWk9yPIyeQBHq6D8-w_756KG}F5ciMp;tZOUyO4Fv@NK#DUmV8MgE%oIi zS}w0gz*;NFcU0LsfN}d9S542rZrDh+9^?|Tt zUH4H6_}0-x#tU8|X#YvSD==tfwSC7lT7Aa@s_W<+X!|V=hZRLWxDtzff01C?JPQCo zK@JVK-c6v=*^MtX%^ARo*{^-aZ0EgzhIzyIi&Us z3@eu=^uLJ(4f&BM*?VEK{iA8FS+LYx5R_*HaSY~G`w8AR+XthDq(5HG3jI?`w_b#! z;SUUgt38ftn@zNzArfd)85IL*u9}XErkAY>kYj}c!=U9?EvHfKGrmfc3)j3nowFx1 zo!MSm9!qcs94BtxpDGj%h+vqv@Yvw8;vv{E_8`P;nD`I;^7tUuTl777ipTx#{Tn+0 zRzpEg!`hw82zcN*U_M&g!JdR55jn6xE5E<5F{?UEMT4G;&*CLs9fS4N=3F)*ZG#8b z!iUcN(YbnGhV|1k$x5NAPG&DQdVAZCMyCs9V;<3w?GjWqodTO}63 zu-Sjd^;h7f4qjjocHO2hlx1j*@5+WS>OCu}}C3I!xuR=~~3ePlHAJDiEf4|rr_iSv)Ipfj*v z3oC7`3(&s&_@*zL4bN@fRE#ZCAu8)=dSQ{F4yStgdmCC8L!UXSN;5Qz?`_qR$0V=c zXg$M%5NuoHz=r+RO6l+ADnLS3e(vQpE5}Z6t&4}9(`_YF^RH?n{;6sE2C@6+%f>fE%T)>5%!5Y1OI9Y zjP^C_99sFN59qcp4KnKJwU#Hqm73^gR=0u_+K7$0ScoLAg~+lG*nN0Lq_9N$Uj9}j zL^i&dtytXnX{1kJu@&TTh@fC> zte8LES8h`8J}g#a!D1V}&V$ym)p@ER>9W^Cmt>KF`3LZ^$L-^v$hURWtS{VVBd``* zlc0k1dqR7i_`Z6w$B|BlHuE(2|Wvp{;qs)A$S!Ybf8^1oZQb=SpR zcoWIiiaG!5M197@8ylSci-%d`9O67Qs#+-opS@ocu4JyF+vfD{>kE5WXu!>$E}|L))+NK&PsZRP#=Gx#>oh%%_?Bt>mM=Pdo6T zAnN#Wg;D8=J@2UY#(_CX**QZ~gA@-v2_fw7kTC9M$ElO73X$$LLa--5rnpe=_$1$B zI*gvb&4Zq`jq#x^eTd}674RvXYtOx`7TxJ}LH&J-BmeSWN@(edp7Gy$C;mLknE@?< zYJo7oZFGM87tqNM5ljd#<~2!-YC0xdd%c~XriO9)HzxOo6vSMf*t!Oa$k?XIxNveu9tkJ*9ktv zJ)7ATV#cc=*evOC<=589@7pu>c|)MYue@6Lw)dX8Xd|*fl8()X!a28M+gSD)@`zJ^ z5TYE2BAocl%=nkPVG}GdT1+@r-&`ULdv2l`+5Oj+;YrrvtaW(W^Tg-(L7whJOkp;S z)my2UMPPhiX_fRkbkh#OgmscvDNjL*yZ7hF@BB1~%#0HCJ$G?*=A{_59IyZ7sHPum28f34`(D#I_8#`ediye?W;B3`H$TixfCJl4;LkoSC#0CoC za;Jt~rFqv^oG+_&3k*uHhFU|<>L_2QmKd6~?8&Bn@vg=>{c^%gR&wE2c>6%89#gL3 zBK@SLb$eX(0}a7yGzzx_q?Ns8_i=8C;N_jsZl1+NgA2+Eg1{)1jx`SW#z*xY@AD&> zdIsI#XyH=_hyNo>XraJ#21?1Geoh86{c+R&3f|V&Urq8>G=6ovjKc&!2OJ9LU;UEG z5Fjx;v0t$$Q`t1ol%9fH;^G7C$y_n>KRbanOVsZQq09MtBbfGShb3}L9y1{+;yr!S z2u$9I?dq?+ZIxt9JM28C#5if}bm0XJHs)*3myIN6WMKv{@+G1r3%;mC zid%GeXdX{6!|FdmB5q6n+C9de{oGlNGR>zuyhbdW4x_cVsrVBfbO@#&uG*UQ1FVWz zj>mcRqvohBS_Op|+TS5R;+~$QeJTipHwtD7k{qo)k<0Nk<4FUZ_r#@)wY|Qf(5Kaa#XGTnnBWB7KBrB<9Tt z_CA#A;}=K_wYX>inB9&D_Y0jgMZwRubfyUCv-T$E6FYQ$GtiPOf!<-(vMS7fApMh{bfC|4kuW&_+{KkY@iDU z6>u(}ZpW^W`{RQ;EO6qg7HdnldG6hV})jq zt__$y{{ekGxgpq)d~dgjX6CBF<1=Sa1{)rx>qn3;|H`WK+*2y`uthk#Z2taZBFNH- zs&M~xJuy>-bJ&q?$l{9|>uwo4dkd|i>u(tWOS;v~>b{WtzNvFoo(|X9U3mS~Fb#>n zEU}1XQD4PR!K`URz7s&4Tc(FATwRobmO;$nTsZ<@iTO5uHY@t-#YMmev$Kndn-s)Z zS6Ffmb1SF8z1Xar!8`{^!Nf<(;{CJwp-y;yC#}YH&NACREh@c!L9;K8YudHJOTO*y zXEj|O=obnHPfHtGNky+_ZcRc=&LVg_WYDz^`;U9sOtDTZr7#99tXU$in@(G(?T(JV zCP6z08KIsgmh-!r&l9N(lQ=ZQz}rI8&A9tGQ9O0ZM|03zOqxTj&t|2K82~N!3WNeL z`PG)|gQybwoYomHR)f1SK*Uq#?i*F2z=TS8NTr$(PVtp?-vFjXL_1+u*ERZb_Io+6 zk25%NJ?IVP0T~3SvpoC*0J8VoKhZ3By90+2xkrvN^LA($UlJ`vmrN)hGL4*Zh);3Q zbu_#hlhCZ*x(HWpX+(5 zZm*Ar*m_u?$4Qwsn-uTN#5X51L{=t7fiF$Q(fZazBpvm-Zgo=!3!JyFbJFdeqK*t( z%yu&dtx!y0Q{C&5kKw$JG>9PKr|{Q%H^XQf}TmklA9oTW#>d3Yqyb<|4t&T%7O)Chr|zPou@CRn&S-oQ-63Z^!~WMG#x*_R zm0cr&t1)xZ^g$g@@E043KcE0R98yPOadOMziFVrrpiOZsY=cB5UXTX_qe|`lGR3b_ zExooaDX#BL$fi-ui5j!bsV06{7grva3##?`R$}9`!YE+3WY(yj2w#Z2pWUjZDW0pR zheCdw{Z;of5}TDuA@Ptx&UkT8z*b3%+wf{^aFd!P$McjWk~lh4q1?rnMN z48R~pn(&oIL+21HXUIxds!U$nUK>#9Bi&e$? zWr~Rq=vd`(ZWcm3?Q7%XJEeZRU;-aG5_lV=-eUP_*mj942)WlnZPpmP<9#V3JBVz2 zxjY#L4o3jxa7Z@q#z>z%){~D>Qr^(7d$Kbxs=%$@lL*RedcohRb9L9>TNXObot@QSF10kGOc^^FXk%B zNV3S*MoSQMHhP8h@(`wdD4FizM9$Vm)$YAKxXd~_Iji5u`rqyK#IN?&XB1(n!trzF z=>7HMf`69c<5GnBK}#IFM_C-LfLcDP#oZ^_g`1r#)BLA?$FX8dHNLMFpbag@=1Pnm zE$4LQ&_;_RV%WHq8wQo{6~%S}ak4#w<9pmw&D0H*g1Nz3>p+=)o3_%=#9&v zkP$#XS)wSAby+Af1amgSlu=jwBn$}}ScS>Mi&i)GBjL8{mX4EUif#5TMHHo}&~Hxo z6i4dyQN>_DpY$3_twF)cb_0lh&#vTbe=KZP;J{aUX1tK>)_i;XsbSGKIBnKJHm2#7 zvJ3e%(%AZkZ=Xe){$8(1P|yAK3R(#Mp`diK1!+{e4;Ugh^g*{N_d+MY8r~U<~MxQT$+5{%-lxTj1Kw{ZaKP zwqfeJR7iCB$d0Sh6GAZsV42JB2-3qQ;k{!zZA3QdmWa~W3U@bc)=WhG9iv+V_&%Z_ zX)QTf;Pc;3ba^>@egCBo72n(5XZJ!f;uV6Pj{cRf|1D(4x{_B1X{rVL>#A|8HMhv7 zVm1R_66+97A6;+bMF>$(ecyo(|IsoX9hW?`=oviV?^|Nm*C_1{HnaV%mvZO~HtWd= z-)of@Jft6Mu3^MQ?CsWVu#MThdARZ~g9qg>z`@0rxNw5MEiFR&AJ~%f#fFjnN-HxN zr7NC)xNG-dtf z#Hqc`8X#YoZnI0|bC7wMC$qMGmZ7keY37@*{G=TLPBg`%>29(OM~jd1d^a3e((y{9 zMVetMvm|dcPmA`&XtQtN&Xo&@WPr+!ON73l1dd&>eXpHcUv$wO?aB4iZB#1*;JwT7 zE^S`Y{)tMeU$2(lC4Et;Mx^2U-gk?ozFPQZQ3(O1)RWc~o4iqeq?iG(hao(#JxhDS#T}q2^bxwHX&fky^RCw*j zGd_h{;Jx+hgV$yKI3bD5@|{94d`c#4s%ML=^Sbc?4fB8*T~PH%9?S+4*whliqy?iK ztW;AXm6!hLTDENMzOk`+6(3VBw6kg9E95$A@`Pb?jk33Uyf}73kyS zGcF(HG*=Jygvv&YYJ$YBgtvVNz~`4Kju;{WifJ&82@H%gL^$WBqsPQ+Tv}N1Dy$pK z&x3X5r`6Lqq2eb@Y>u9>|$UFI&I0K>mU zNZH*jL_t+_vZ zIvb99lFwJ*-OX+r4D^vkIpQZog2}N0jjuJ?Z97n{I9hDqITLmw{#6nl1o*59%A{re z)0nmE-QFqB=TrRz%O!5;Xx(g2u(|rO;+e;+JN`p+@$NSZm0~KAM2`6Kf}wSKDy2ND9qS0z`5bM0mn6$p zt9t;-(!hh{*PRtli|%up|Kp%PRwJ#mcY?mzvKC3A%E=s8&Dj#BF0g+(n>DG3?Vj(P z!bK%|GV&B7)313nbc04xAxi@OU`7{Wr^Y!&aPigIy>|uT6jbAtjS!#V<&Llxoc(q9 zp*VVMiYN#bNA=rk-%GRV8(D2BZHD4sPK9-%70~`aatbeo_gBc3pc43L89FVoCEn?U zeATsZVA`31`oHNH$U6&`uhmGuunFH)$rnhR2ZwmqQDx@SlhcxI2N&|_c8&H49bpq1 zE1jg!Sv{n@O(Zmi0ls%PL-@K&oJ@klC|7ft3T;hJX=tKd-|HF8!%N}^l!5M+$t%`! zTNPe{x&pAW46d*L&ee}Ubx+5-63wN>zEMLbG*u53ml&z>;7s`VC&;G$7^n(vQwW#; z&8+sG-@B?-WW!2C3Jo+Va_~s)^W38|kS(s+t-&2k-O^udR8Al%F;(+da<1W>w%+eb zbilyg^$2t3?O!NJWX-y-%*9(V@0M58e54&-m+?}kVA%&~u7JF%L2~aM|*Kb5>7~*(VGStFYCL| z_&7i8XdE9!oPW$E`r@oI3jif*9TJJZi^xVYX-&90@U<~q6)b?m{~7MPrQ-rE_G(sE zP5GJ~-vrpodWtWlHw)d=6A61{PE$2%YEYCdyjpBKR9V|c>Vb#oPY+Ef7$xPXF!obw zN7wNBDMev`d2ci4=@^~R+eGS-b%QaQ{s=)pmPZXRSY3L61|6>Qt zCouakzd-5m_i(<4jg0!IMpts3qzJ#oX0T4PYY3B2;)S_+vri%BfJgDq$o6T9-|oNR zB~8PMN_~F!Y6(-dfG?*mDWmpB{@XAt(5Nlfbu#xzhS#vKdjAaVmC!z(SK)-7XNk@! z-N>84JsUW24-NI-ZR4?OzD5=xZflZ1ZOGnhk`gdyp(UVfW;j%P`Z5}zL$7o1=U5D# zO|S+#bIcn>_vWd>Ei-VIAQ4cIu;Qd?z{nLXVj@D;m>;p>mx}H z#ITO}$T;&%8un?uou6H^yq|Bdi^;>=^E{$M_A`Z^l(UqYL5FDj!q7{a*LmgE;Ln?N zwb5wml|rIbX#*yTESsNcErZ>fbe2TKonxSJbXBq&i|5^|y7aqt_XkmfA%{#DssL~hC3r0v~(l=?uEJ|3d1-CE>+TUUqzoOjbpl$QmWq;6H zyV!dR{XvT90n@R7+iRqvCx?>j_c(R1_ zx0KK8edJ_FFaBT9e_k2$ENEq2Uq!H8p1;G(w+f$qW%k=I7hG)a;L*5y*t^2N{$pXv zeTo>g3}eS71cdz9x|LA5eD~Qms+cPKp-D4Q1umb`-mPYW(t`PO;mW>y$V=?yn{rcB z4*OLSsAUjgjZ+`xN8>|)95Ty!NcKM6uLmOaj3*o!o^BPR5i11COC;;L=2&Ujq~rCV z=Tk)IA0fP0mqPlN)vwZ!1O$rpxa&PuJ^|1&lBEBOKob>q_ioot8JFvj+GDsAAq!LeG$y8=5k6Bt|CyL z;|`RA$QrVb@iRIjBw>C)#|AZ)bC0|A3}F6oEHG^@HbyxWNFX2l=q}LiF?9C80~Q#o z`~?G4Xuw)B_-HlK(0nHIAUlAZ#)|oQ+PZtSV!&@Q=kSz0dL%G$tSgIw&mqY{TbfB) zxw(#ebONjt!nQ)%%rWJxRs1VvFuI^OW4|!t6na%>ESW^lzeg=p|HZm^?NUQa%8639P5=o*1N5qnz5~A zccK!5^)B(7kl=WwfCUTej58;=H?Epy6FYNL`Z&ee-@2fskSB>Y=myAlT%)HiGOn=+EQ73CdBCg}%%6S!V+WBPy54vcNZWqp_;V3U zR!(n}vEawQ*TooG^*4H>{ac{+AA?N`sMC|_)5If^KW44xs4 z`YwWP9@AmrT?QK$p2GJ!qcYr20_y`>`h~wp7)Ui1PWd#b!k{1hGOwGE6efg{g59H` zYKB5P>=Qo$uebBvpE!|`A0#-EBxdB->@=O(CbtLUY2zx2C)3Puct1)O*ymsj7tBa4 zqb9sb1q=Cjjuy>6v|{>>%)@o>4S%%)n@&XqJHlu8O>BfcmS2Q#@Zn3tOq&Lw@C~&k z5|{OvMZEg;CRaV~J^iX;zSVP&AQPZER?WCm&4P(EU7~q4TRMSO^LkA=#6;TsZ4xe< ztujvJyXpw)U-uM=ORD?t>uQy3pFEQFlBIlxW+pFcwU?2z^WQTN@gpO)aSxVo30pm); z3VBs2$ZJ&<7~3Un#8TF&#kErQ6bTmZnYj9k#Z={HJYso(ylNdre_hBDc zqXUcrWn;}RbGX!`up*OafZ!VyG+5Z39DKS+O^~jx14_kWuHsVGznIU8p$kZuN7IG+ zUUfbf8kmPy+$D)ZT}tvvVOSo!clf!f{!Abn;%oHqA}NkBdL#C4Qg!q9S~O!W*>54b z7{3}wZh-CZ)G_S5Ag*I^Tg9TRn0@$FepB==5!1^&m%X;xbyD5sSbB|?w`;vEsS15> z6Ugbs{vnND`XcT=*Xut!%DI!IphHx z>tx7{k{9WWD_w-^x8KtQZ7~@A&q0bQtUIRReOWTNuknqIh@aLt6Ena||E$Z_D_-(* zR2J*eU$AsMDb(nIs%Wvb$28&!0~S?Trolt>^N;vRmT_}9%ygM~vuoz~BDKao$V@8X z+y#7C;&UjTB<7mv6ae|dBG3X@#@66Zgk>U33ng*tiNB1W!2Hn)61{kj$wRPaN>KKn z)<>9x*`4KSLxD+Nw52I?gqRJkhF4WRB!jQ~7H8m5*Y8fy34Y5p`Ibs`iF;q!+mf*l zW1Y^_mU6~t9av52F&bG+Hj9Sp-yN&6goo}yPgHu$uE(S)6luYn4C;5C`!Csu)35xtf)2hAIB_&Avoe!cjG72L*FI{f3ILyyFH|rivc!t2 zo9=Sh^qxJi7zL+nT0P&mvPEV^ky2l(5mQ)okpg&rU;jtx{-~vK@nB%~VUd~hi4d#_ z2pntrC5eQi*rbSeM&f=*tQnEP;Achk*!k_s5xtPya8;B_X_$H!W z`)Hsda0G85YcKu`-5(UJXTfFGRc9^X>Cf!QX#;v@!8!%!+v0%@q%P+4oF!!xCp+$t z)pY%%N0yFMSdHxS`4InK+3i_{D?*R~>Zn=tLsc`1# zX(m0?XCAv1J-pMXKNpa4t9F5RI=AO5J~(ylpKNN0u(`$YYxi;C(XMye)OcGnkXB&K zAM=pSR*j45J?j$SW@7-pFfu*2qwE`T+Ymh0LsCAujN75$Z zy~i927xnz{@CmG`nrS(#g3sC&-fgAiw;)%a?{us}wD_jSUcHU%~urVLDD9jJaq`?hL1WMaJfi!!+p+`ykRn4fV@mYR+cZ+q`V zx9;vyZ=QY3E~tmwB6TSJEFDpul(F`s=ZQm-3H4)4>$&XMLI1*$-e@fwW61jZQQz0# zp8Rh^fQ4*&pL?fAjHMdt;8rFh6j5A+Gr;sG;vH-C_ndQ|KiZ~^`G^d|Mo>SlKT*)$ z?HDqZ0bGlH>;8)YyI4g#`LQeXT$7Fp+hRH%m2CSd|~ zMGOMc+`Y807m?#p?3t>kL{qEp>9uZjLSac;P#8Tl-oNz??d!a6@8|>64F8Gf<{Rul z77pCtXu+A=Tyd$2%%&d z{NYsvR2izG_~DWg_Gn*WwdO;CE?+a`G0HT*Lz^Y%=>3^u)IdzRfw|eNQBWW0PV*Va z=?(*Y>YpQpQ5Zap0RA5TWX>OW4f!COc0vVCOn2Ly-zN8wGye37{)Z?i|1(Z(vFva6 z?5701INmoYN*}-?X)5If_qPoyn9NVM)z?sGtFYQ}ns%N*^TcU4oweXQpDPq#!p+T- zN`)Z0uAX5qOsp|b5qs5a`+(|Llj}bD+m{C6c}QeNFd>>q<$nZg9Eh~E0d7ni}IztsHS`aW{Z$K1|sQ9OZR*}qp_LD%`|kp9Eu$XCM!arjJ! zu1V+*?0K6t$84MK$patp4@r>w#GS(hpNdRdPjD zPBxZrQ%{s9T%%9Zq?9(Nd>E$6X^0-6yHyNRsQ)&Xn0Qc9tcd0=DB;7OozS~ECOkor4an>Qq!J! z;F6Us)^tE-Gd@O8+pmOV{aE3v@XU-G>ZW( zCkzyO()WLMx*H90n#NJdxDyPp3KSt>n)%y^c{Dy$Vify_b;Tf!t#pTq)a;r>Bo^-` z;DP(e+&reN4)aGfudG~1TUJ!peWE~=W^YR}-m8D%-hX6Tnm1c`F?YvmY2dpvdh_ak zUulm8`&;+G@*o7BaGUUznQ2!&@e(|UY|H7S90w}@j3T)DrbfrN*V+da)s#C6W(a)L zGp~Y!SvFSa2GUxb-mp0XZM6<&iky!$8gPZs<5~E>{?V;mP8!k}zpG!q$7%iT0v}4% z?y;f=11%-q6V7AVES#FP05$qW@-0l|_hc%=DBY&(KKG@-Wc$lRRK2%Sw~Ez9VE^cD zFLn`O%EN%E1m!`y)C~*BF&!=O=7SP$@r?SM(?&_XoZo-q>Pfe%!7lgNz^QTg8=dR6 zOsb{QI={WDV+_+ER@`!2WvJ({u`TmZ-=RkbeLijDw^4@mGWl+ZdiwB9jUvK3`+UOE zSZFJXfmT80=(>w}jzvzUpH=)*Tg+Bfgqmj`FJY}~UzZQh% z4MN3RPLnZ$=L17xX$F!Nae`*ceDxhPm@VwD7KT;of8;}}Wh1#Y4m7-$_PS!?=EwAu zW>ygeJ`{d{qmK4VBrN*S;6c*)e8+X>5{Q0ty+TVP2RB=Io?hV1s6@~SXwX|Z_VOLw zVyx8}_YtKkE4*DA`J*F8P6t0zrTeAFeqdxnq6UIVb#pO(qzY|R;p)Oif58YB-l@wE zz(QK#Hm>r$OQsRt=Rvy~LIBng^G(Z3aRv!Z%n+;%r91%r^jo{+^RMLLGW*n$=v1%y zla=nn&>5M{`)>jqE%xoKP*$F9iwIRfF>@1_9wO+b+dA1jSy?pDsdd9F zqC04Oz+S`T`kFNnxr^oh@$?l8QGH+6KT$whxsq~z1LoQEeYi?zx!@h&Hu;RM$kCunYzjF4FDlhbC*NG7ZT#8l@hWEhu}9Zkq*fmO5f?-wdt1 z_#o`@+-oL2J(?p*yyecU$45S#$CHV7F!#0@;vUoAdMxer7%GlbmbjfOdU5&4o!9|Y z*A*(YqaPbMLwhMa)ajX2Z!g3-a53xkz0l91aRn4=jgPFP^b!H{BUQOJAUT^s?36xA zNZ$yK`V>(D%rj88=GQSD4J5Z2sL3PNQaJt$WvBBS`sTo<^VL> z_e-qPY~2ych=_=HlQ5X%kj2-h<^bJ99iSKs{?4tl`7hr1@z9$Ib^@Js&4s= zWI0^&pb)z4lPk>K`MlCSc7!1vv5uZH<@W+MGo#KqQe+{}K|w!{1@Y(^A-XShy864F z-+Gl34;MGSo({hrgS}?JbY0B|fy+Ds`3Uu8&=ek&-@wxB{WPnYm;<95eLr}B7_{lE zfk1YTJAWg}IAV-`Xfq;uW&poP#m>Hi#z7x=n%hV$EJ-sz2}&V(QKhU@gP3o4c1`H{ z@-{q9aAcRpXw)ABY=kz1;2Gzn#~F>ix=VkQK~S0A)t5O6lCASEg8}?ZJ6ARK8>N$) zeWwz$dj-8PIgWkwW2jMTg}X^J$YEm9MbP|%~1n|}c< zGAuqs>_8eAP3IG9iWmEG*ctn3NwtkT5l&ZVKTML7L^fB@+`<#l{Lg8DmMxhS$+B%# z&r|hiR*6Lj+Uuc&-&_6ThCA%^3GdTsSAT-WGt@UZr@`k}eE|qNpZ5^%=kwGS8;`SV z#GMOTrr_P(Q0@ao8xaymA7nFDJZ#H;r*K@bzd~e_jdR{P~1mK zB)0mU)W`j^90}dQh8VcP?s0A&kCM7MfdW`}Yd5;jh@_alNxBWzgq){l&+CUqvLr1j zs@?s`a>4A;nLTVfwAeZh@Cph&%;^}bKHKEm4Uy9M<~n#|`^Q`0b~G;}i} zSakd~EV9VU4EmDv@N*ZSH?v4=7C32I=BkM}rW!zWHEn%GXIFg+vwf0=QC z@n`5fbhAy@e$Qs)XX;7S`yI!;zs*vLvoC5o#}7H$8yLy97jjyj8a*lk(-nBd1!RgZ zy-~ORfugzk+w*lO`IZQiYnD5I^hbY#6$nhio1MsN^;rCB8!nzx$vYOP_Txi5PB&6;u<*d>}*&9sjsa;i$nJlK^%XDtaO za)1AR7SNl&H_|GGog1*;XI*+za;+*9jA0dj-e}ppRZ8d?fxR*=U!M~AoA!zs`dT!D zBZFht)ssT^rBHwA$!B)!l?%?_Cz~e#lppX*NDQ~i5GcS=wT%&_zdi_3qF#E13o(P% z39Ta9<@$jax{*Hav~lt^j1@KoIIwzql4Zu+4PAP{%c+&cR`f!u)PbJq;;Q;6LeVk}Jq}6@c=KUuT|Y+QEsjKGSy6dV{R=&HIL1UVHmiTFIlVXLw3% z1D&*)U##zKH5V{g1H15EBp=Jr4FC**P7dO0mn0vp{;8rD@ zTjsQR(QaTBllJ^ztXel>guG^+gq-W8dd1@c_QU`Kvw#+J;=hY8nQZinmSHmpYaunm6WVP#1y&fkMu`XH-%{Ren+s;q_@H z1gkBku!c%rTQGUE7BHnEh#Ze+@MY4(K$=uAbnBg-N+Y0AV$X?)+81w7~IuX zu8*_5)cS8XR=$txRQzdMsh1Iunw2Lp_lJd!iTk$ovKb2J{ui-tYNXrZ%$Z>`VZ0eQ*R;~jOy>*`D#J(XBgs`1-I@ZspQx6~ zXJw7HD~z(^VGVWn!w&Svt-&S)YmxPJAD)WzB66!RmT|ncg_sVxshes+ zi6cGCvtez9?(5lulE2-a{W!XRF{)bU_Hfw)d?eV`dxqy87ncdOBvCzIJ8qAs#=M&7 z%S-vdqOsT0U>~Cc#U4CZKi#=&9 z4AmqZNAsKZp#m`%xJcODNN5sEfiwEeCez(a=WZAJS1v@$j}$4{vLoPSrE=c~JBO9$ zXhiIaYWNR>v=}pVG0`V+$Mr30DVlCh52P3a%X{nHo8k>O3Ev@*@KBuawo738=8L8= zs%we2hC6(48kaT=F|9WCB*l^GvO-lk@GBc8Eq{!j*u+mU$)308=WP7Uu>Q?~2I z{mG%*zZJmehe!cH zD8PGxsYeewvE^O3Y7XwUQ|%d#uHG&k`udv@yT#njm0^$tCjmXM4ksyxVTl?UThf za2AghSGG^2!rjE*Z;1z+mQJUx?s7A_oF2_muTlr$k6(#7>rr~~fmQL?~ z9!bOPHC~@LBwz9_Ge(M0$lqaQ0d}9^m?i_J{u15F@E4V|>WNmBA<9v*IOa#fsmK_H}OWH!*P!oN~hS5v=4t5U_?)1jPz9TBUp{)I#) z>YT}@+76Fuf2h~hL3g&fgADQg_I~LjqxwHD-fY`#zi!eRXE$_(B~wLTTT$XXqi+c! zuQTi+jnZlPGsSz}rI`#j-uq6ub$MxrxPLBayZ4$Bc7?j0c~^-ArvvGY`*!o}FAw)7 zM)CeyEDUYY?$76=>?|%IzGkGD*JRRHw+&1n@y=5>SY&HQG^xDx{qGXKf4Xlp=}pm$ z^+J*5#|uk2h!V@m6I!6Cj1Wvs03$xUt=pBN5G|Oi^tOCZeE@O_(GhZ^MSf}hcA5xt=B85^Qt1nbt}2;J=tR= zFj6fHxxg5fD>SNe-~Ob(QC50J;bVA`Fgq+>vv0b*p+~j9 zMUUYJeSO`x(i1d~e)IYeorSsgTyXmtHHI?xI@Xw*mw5 z5sdjs?$yn)!5-=NY9LOl;*0CgZIq-5QD?P{xfNLBb7gR1P`jt4M{;@bJB!Kd*~5$e zU|)k56^*(l%tQ278>(NvfZeYFpEusguPL-A?ee$Yvp19YGzaeF#W%w{GTS}f>hjFF zrA+<41YaVlDgMg%;E^sKKEsFZlcs3Q@_@?YIfE0kAY~+fQGC{b{q;v)MAb&#`qkc7 zRg@|xxCdM4Ejy^$(8lDmAG7J=V3ek<{oE2shFx@d`aq+2Upec%yG%@asoV4?W58!I zq$_?TSl_H_781N~_9;PMq~*#A8k$p(%wKk91R6@#DHx2TZ9klq6!?a1-V~bss|W?R zy^{AAWyl@rOX27vj={eGlBLtgLo%w2lYiz+r?eiIROBa>T;M;+X& z)jpY?XhVedwNDAtDIk?OngCY z*E7$6zUkl8H4}>}83IC$s9m4dAPR(Z-W9h(O9TEl(in!lm%^KI0vn-rlAG=Y-pvPv znGxnl>GLizc($~}1S9m?8^xl)zbZkdMgu5^7g4RdcM;kmZC-ObnsCQmG5(%$DJlAU zyJ^}{Itj?}IoQ;`1q}Ek@sDRqUb{%~Cu6aFMLrKr+P~*&LUl1pr zVC1K9NvqEsJJ2=)9n7nSGwdQ-?C^_dXTFkSWi9mQ1sS$v;vrO4FyES-Oi4qru3t2a z#7TSYOxj(BAziyk^0kvCED1BgDN|RqAr11#8f8s+a7DIvBX6xOAw+g6`X=Vd#nI;(;Sp_zP6DuowWMd0_;!jw8E2v?Zb>XL z;!ULrGpWJQ8AzD5b!VE7h1S^#*fQGu7u)yJsPen@jU#rMl@)>y0~>Jpo5zov9V9t9 z=#2~UQbmJ&?`MM>uGJv;+2P!Vi7gYYR)~c@@s6&RzkNHEZpbBhYRC?T6#6@9f{?t*Ff1%Kv*7yt!t3rz@NEg=`%`+5DV zxJ^~L7R;)3k2Ucc7ZUTfW*jWuyRJAB9L@$_lRICJfx!oK0Bn#O-@r3(cMcImNEv9u? zR{%~wABG{Y&F@4zcxKD?L|^K1=Sl-w}y~Y?TWUZs=-SEnsrKsDD^58TTqG1MS=E)W#I}o$Orc z1eWh)YwN)$XH1C~OUzZ;QvWAZ6T@lR+&Rl~I_T*N9Ia%XNL?xv?Lo@t;F@^1yH3A7 zMk{qD#|--pfn;ihFLSpWb!QB`aZZP&jEOeyPP^S9L%SXjP)D7+(lK^ z_EPpJpFWRTDJq%K>Wf4Fxk!cp@#FZxNyXpys#|Z0TdfUfahE2s=1JIhDJFjdTa}jv zfXzfL_(u@?iB5CXtWZFa_nw&Bb+~TA(dBd`YIg4jK*D`d+#JRIqG#-Hi6pz#?SUS1 zWi8C>{`MhEdD#9^e@QUuW9X|iU&#baAOK45^73y8f2t{<7+1>nN4+fSkL#$^UaWwo zvd8Z_ky`iiPzMvURp-Qs;J3RNDX>eN*`W@ORoKQKM1Pjw7mBjmTxI zT6kY3N-xUD$29O$U7x?Rv|P5dvNfrf#IH1ck95#$egyYf*#m8ayi}vmY+QFA}T+i~rHi2pw}S@NRe^WMF8Np|3kgn6@Ik)i<&H*=P7)(&_Wk z@YQ-vk}*L2_0uql2U&z+ltpF@R$sd>>edk7^|_jdL5~pByS!kj{r1`LESxI~IN=1Z z5gpOka(FE9#pI_>J1BK29E(8(!8o&@c$=gQ*i2c>*Xy9}C8mXyb+toB*7H|iZ_o?w z7gY)hGGS$`K*jvUh~e^G*I&LfA`AMmDPRV4=YBlmKZ6ki7A#SCod|De8g8I7y)MW` zPCR`l+6-G>bXj~{P;OYg@d=c!>rJ>4jv*>pRfcF%fjgt>TtF>~9-Xe789nyG)=5el zTjb3fUx$ms=BLISP@I_&_PeBJcpOQNVjl4EZeKI z-ks1IDW#k#YP7(M?0Olt)zZ~T;dG_`ToepsN1IO{#}DduQ|%n%RIoc+Z}_P0>CpYa z!X%!+juk00J1yX)!5vVZgJWMCf zOtDI9zHCMgraUItZM*L4GrnxE(TCa2N3b8?^GhICfHH$J>0~Z5Cld|=&-_745)H3F zRk@tp-u>b+H%l9Vltt$!WUhGcj$Hu^FRj~*;kR{Q7o7@daSn(g^H!?MN%B-Sho_M3 z5pI*FMUI?$HN;xyk;X(5=mNn{!at)*`>pH?tLMrV&v~#{6@M>QPLGcDIT`2GP)^@p z=m=Flzjh_EDU`ZYJhsC-$@X^#z~D@u{CtYD<#&CJ?bX(C-pua$tB*@}vg0#I-%RM2 zYtMY54^&26Dl$Evv1|W~k`Izly=lnmbV~vskP2w3G;}aeA2fI8CHLeSiNiyRDRc}${=32VYDV0F0 z9D!wB3d{gYEzr`O#Ai|c-z$1Gvn_W{Gqy~60R^U6J%zTonPw$!@KI%^!BxU zr1~ufH-FSG<1Xi?qHbwfxq@Xne?Pja^8N$ruAC`|V1dR-N?lcmPG1cZ54*$% z{^Yy-kJ+!!Ei~D*{AVa$nEB-W{w?n!Y8+e#H$Id9pYd6{M@F_dL;}M}fM3#}?@eQ0 z-7l%6`Vqa5cj4*#pQV0+{7vk-@Skp?x`eXL4;u3X+gH>sR#mHUG)@mGSiR11n0cyhfpH}s{OCfSe2^!UCO3W<(F5(F$yqZMfVeKEC zPIXg^Jtit~L#;Z~Lb*lxFQQseuXL#6tLJ`>ddvq~WxKUEGHQl~PHzhfeYv4Ffcrxx zY_)5#{Ze0;syUu49QCQYL+4!HT?K|L;O~|3{Ol95KSRp${Xx7-ch$2)*e;@)xyE%R zMr-`fL1Ly8Q5@+eR32TGiw)t$R~qZoFn=wuDhJ<7@HIIEutF5_q9e!UYX9d=rXK|D zw(W9qm6wEHMgqv9(|_pH+NOC|dawaDp%jXO8#X_+y<4!pEZ#y6Rj48Y7C5r#vI+;) zx~CQVrlM|~H*vWurpwQNncg%*uP)-_ug5PV50pg?h`Ef1wKyT~>pv?NJ$7W`uhzD_ zO&qV+9sW_Dl^ZQ{B~P<(*ShW|y*%x97A-|xd{F#UbXJpNWb9Kdp%@3x+iJaGd0Wh< ze-6-j6Eq1P`{J{93JnsU>9QGH%VGW`8%u3F?=Q>b)EC@0n|J0BhWD%&R@iNn5@Bog ziTh)={|T8mt)6hyT1gZ{5I*B<6CG`R2k?4LIAg@5WYTtW3_ROUfF+Rq>AQXK|N7j z{`RdcfjU@Ksr|bNZ}M!a)p8-fkr!W~9w``|V_a#`WLiE(^Gj6F(%;iq0m*L9m(`gHG>nX|+83?;pt5Pgj7S}n&?-87wxB!n)qL;K;ZQ^IAp_PSK#8^1rsbzf zqt6pge&9Fj^Mkp=O0uut=ER=5w&Cbyh(5=RqvG&>Sq0@LjHr6~-v}U(byjzB9=vbnvjb*|v` zhl9J1n-&AU7AIj{(FX#kh1TtI6Yhcp^lTZ5ULT2w(g3m_JK#x@JI19pr$L)ibY=x0j18aKu(`Yn8d*Dv_Csv-P3lE(lgVy z>g@gK$|~gF9n&WvyJ(xDn(QBnwP-c`xn+a2OuqCT;0I3jVmDDWIXU8w?1>DEz*#pV zLUE#iGwmeLv}Z+3KnzWfho>XUw+0X@hOkHfcgvBqvaX^1c|p+_aA6pybuWJ==FFTJ zy4!g?ES;fD@w|N|01dS|n22JDJ{qEP`lT<`uZn-vG_85!vq z-8HU|mBeBT-~^nu*R9Gvuc48=Q^RD!l(9GDelhh>T0RaL!ze$GM7KGTNf&CDJu9iv zG?s%bhO8&@>z^(w8b`(#hwYg|3N5lJPue_g7WyV!GA&BgdtM1-OR)3cz`mm3|CN60O#7~eaE~R1P)p!s7|5LT_~> zf*LeOT&bKz6o)NP7OaTnkY6^ChJNM`% z*iC!)He3ZlfV>nXK`4WWBb1oyCu)->z$w zvA}on<^)*gY<_Ic(K<4eB(+&Ap^;N5(-S-*XHeJ~LGWdvFHdmqC_a;TIu&+bW{0?) z$I!6ag@^H9j9&2^BD=b4g$?-gE4Z+IkW9*)__Xa}KksavMHx$;dUXYf8g7EuTgC(? zC_2Y+fzra(uN)^fxg8j9SpDo>TiMVO+I~+(Gpg)RT*xXdKu7!P+`LAdvnQXMiL)Xr~FTO1Fwpii^4>`E$tU4M;O9_v|7-T&8R1(M$Z#q<^b_ z42^fEY}Pzt$#e5U*Zj@k5|23!5_YAj3u#r))7$Cavkms>UP?#lN9Qi3!z~I?`+J*R z0vgyG#NezauuB$vtr@4_%mMIde#x2&ZWK)KXc4NYS$tl4;py$0?HF4==i0=cvO?mv z?JXLx?RST}cSA|K4WHDfn1YTn#|vBidA)MCc7055?j5(%i7m}FwxeR}|8|!)8Bjh# zEUN>qvv$k94epS(i>RD@<^D%>czb}pDRg1b&dc{hP+9oXTeawe1k%KZT(gvGT{`ak z@LIi&FJVk#;Q4m$uNPK=3wp-a;H?r=NPOU} zCnHHUjaEM!6iw6FR5hHru5uN{rQB-}3;QN~+hiRN7fyd98vTY4KEOf<0)8`{iWqz~ zZ-Hb>m6wOXbjPJn^S-OQ*PM^nw(l~9@`&xqKzO_SS*3$w1d&<1Wq|LmO?HjR=xjCx zWx3tkVbAv%$dhl_fKf;9#MB#i`zGHlr0Zs7Jr{CFMjaPGlCO0jnecngdw>uD*{jmFK>H;zk*Z6? z^~*oB9R5Q#F75jTL*bp5uL;ktJyKpA#_7*1i{!9?;K5@yff!Er#C~D}|0%FSLygPU zz(V$9ZK^4qtHxYqsi(5+ugY}nB349*RAp590UKOjfLmxtx0NX$aG{8nbxfsTg>3`H zCL6=a%xDo$+0u;Tt3qDBpkdLx3)9lrkRK1Wmx7CJW#fwmr&er|yOv434g}fnBQkHc za)-%}raE5{@&6y^TaREzl#_x}?9p-B2ec||lnI6r@3Jg4zeB zT;Rr^GCU0#UouGvs@Fpv#x!jf$L-=yTvyDCIAc5^2a<4*-1$NLw!g%&gXdcVdTt7z zIgrM`i1+AZ(1^XGm`gegJzu#iftmGfc)Iu%x|py(bws_^xq0Jox)yS9H^p=P-3y%c zyNag{uGNyv^sU%9s|VyboP(QLi1x+|=cniAGYLRxmVSZw{SF(Oj|`x;`1;Z7V)Rnu zczE|Y*|&Wkr{tNon*LQzeX_0mv_Lig_cUryXWNmkS+F_aYC3JCD`sJpy!pmoK!JLH z7rXuPje+0iO+m^p)F^w8cbGNYnM^s4VikEOD61%QCE-hq`{?EVX-;RcBi;QcyS`or z)hMHUivO`l^KAXR2`J{@-y^4fu}J!%l0wPN8DlN<)x|T`FV+*~_zQ1nxRmixq#n(5 zi1QW&L-hQ$F)kn!qnm>qw@C(w&%AJh!hk}nzu?QdeHYs-etqtu-V5Eqx5CXqQTOxQ)1-AQM9FxJe(*Q-l<{}CC;!hB zi&C)GBW2CM^+gs4uK6jJm+?a5#MOS_IM*_~aTTzw7IhOW$z*NhPcr5)yLjOf-!V-v zM%2-g6RsbN#c~{@5dG^G+}Xip0E>y~Ct---194MA{u}Hb2?ve&p{uv|@3H$2n0GJD z2x_I~YUj&BKSojV-v2OB6YDtdmciS`08x67FJF8>vcDk}#< zEfafwUBX%^UvpBleQLOQH~B^6E5Q%(Z{VxFoxYfW#hqJv&)Ww~?`O5YBW4U8i&&7~ zv3na~sl>6fw*P2P?zn~6?`24HA(bg4TKzm{D)QKu(E7>J5&`e=>!C$NU zbA9bILZ5KTc)~8c6$IYz-QOZIKd7po39b)UJ>2_l{5myKJPir|z>82+N-c0b_jb?H z!$<>OCX#1P(P*prKpS(AEgXX=)GZa!ta+!M_vKByU>wiCD+dr`=m?E<$fs(P!5@p zg9&}k7}>_;R(*~z_OL7u+g`NP?9tM!$*meLCG>kbN6qskBwBlu2=mdrV6;6oDqMMf zRH{;;u|cKpas0~*=GLh%{F}-u zoUFXAXUs)q)?MZjpKB}D8vMGi3?U1>#i?sjEoOT7UZl&8t60<%0|$fTAf1Y}g}WqR zT_rSd{jX5UW1jlbB>k=Jw**-F_vvi=JW*t+4l`vTN+)Fxk~^6v1jAtX>L+s=O9Z-4 zJAJL1YsqoEYSCh@CZjKI{s#|$IBj<{&dU_su z1~v@iU@41b@Xe(1%oTFFiA($V$OXpc<&XEDV5v?14Y#{n7%2;YuUVxB^#Co|t7h_G z2@oGetn2~^H_Z7PMGct~q%18wf5Zh7gxs|zp$zY-4D!GH2p@YkQ3V=#dqQKGGI>D) ztR>;7a%?GY^lpo=;c_S`|1|e5Ou1ps|5!ORI`K4Yi$CrLTJ zWZgMr(><8x1HV(3QzZLb@WDw-ce;(LSdWjwA0DsyqoSs($^f^Nxp5Lvl~`2c9scL} z3U%Wbn6OA3_}v+8dg9X9ZAnRjZP+Tic>Gw`$&~(~fob9JXKXl!Y+=*|s(#{ElACm;B7{?@EbNR6j zlGSe2{LnLXIQ!w_cYAvF=ocNZQc=AAX8%gsW4wj!R`uVNG4?Ap&w@%}KXwzj5sW;` zt`;nPDLPUzL>?_g99D$jm9lbm$|p3n9JmpUEc{+9>5}>}4xCx>95`ix6~|A>i9k&G zzXxp8x`>=g-f2X}n!bF)ExC#J<%ibw?|>qs8Ng9r6U0zpgqDqO6N7opm>GLr~22n=yCh(e;ADw);A&}ve9@y`%B*#a_f|12C6SbW=NBwlgvw5?O8?&S_TtLj zzS=FxfnRgnrde0-feKqWYW}N)@#^K0$J(|QMFXhSFOGne8Vx36Hap(}rUNUEg#Ms^ zh}bspecDhcyL?Ki@PIRKjYqiI=OVTo7f&)qtBT(m`9QE5=02wNn;i3Y{x`e8xximUk5mrcQE43X)zw<(I4W z|JRkh&1!bn!V$O4#^f9j(gc0p_Qv~sEnQYtb_<+q>LpS-DRy-t#AL^Y9PJ%hI{EL} zk%vl+)cXJpwe2}gu@{n-VoAVCCmfL8`b%=Y+7YZ$)0?J(_ZFf&{x+p5EZJT_F zteA*HI>A(14*@>T`|af$OWBJvt-!x=oo3jCf=6fk-BDN_&na+KSmNm#YTsN|&A}&8 zv`bsgsmhF;7KEeXy9S6HPqK&Y+Z)BCY@scHi{rsS^yACz2uoo{xSkdao6XH!Bl2YV zIL?cj-Bk~?O~}a^Nhz25o@jzEXhrvpm=P0&z(k~S$e(ePcYVO|329qpXm3R=iUB?r zO`^W%7bn@e5)s=Zojt9F(~=ZvF>jUx=g|lkn2=@G+0mTL)(vesdHsHaW$5{N?Ep3_sZ)dD0V;p$PDPAuWI$DU9Kute%4iks-jf>ps9YE$2K3~*nm=teeGZa0? zXGhEGtfrZx&)>ZyB;L!zJ zAnS-iNZO22b3a;yped?4=Ic0YU42o|-g{LN531^PRF!V}C3x7+W_u1se_>1!LOimj3 zhMGAf^xJE6!_({I&{e3!7eXA=t*CR6;%J^060;Od$H3aLU&e?lsoW%fEo?i!0j_;o zZ7K|aJ2)IA5k#V9da~N0w(AJR?}SRVMmZlSVk#q@d6lev<+D7sECM!jSX|b%onh6y z|0keWUv##vDy^$YhF}}B3(d%wvy* zjVn(hBHMOy9`$-Q!3p?W^ya6fZH^N(VpqsMiXoxJQJ%vW@oYaMyJFs+-TB}`(Hac-Y4M2Pd@?igHEQbCToBrlb^K8eUv70YIa^tGu{$Mg|;{)5Ucg z7~c^*^^saCjemAwPsE8N}eXv$LLz z=?U?kQZqJCEf&=btIkz{oxknK)~(Dqsh>1UKd5k;fk&C;yw{PpRUPL?a@t>d0#Y0$ z104~!`*wQp!*10z8JJOF0wrg6dbN{ylr7h&wB=nSQ%>An^=6KxA`i2iua;Fsp30a6 z|F9VDw(SC(igVLcH1G!_#o@qA#c8Ic5}Vfkx-rQj>X1M~u~dZY{vtUTC1MB|BFmv% z>0Zopg;EmWB9(Ld{|B`>bG%IVx%n&HSM<@Q7#zaSU`O8S=^!q3ehxw_#ZUc_%n^gJ zp>J#unlBb6Tm2fY3`5wyGD02JD=C$eV0*<&lJos$D6W^?|e!CIDxa&XAfzAk^#(EenhOu{3$f$q~Tjj_hug*+5 zniK11J!1oi+ei^eMGH?3wyix2jWpD-mlLx5WdB=_o^h+xVpBK{No)!Ix;hkg%W>3M z)ib7QbiZzX(3TAn*HvYJsSd0Vu77nQPH`>Ji~^@puprazHH4v8>c1M&;2+ZZfH3C~ zGC|iXnmvOQzyG-42Fk<_gB=GqatCdfNp>3dI}O`u0*4uZ+h_kk5OjPE&uBn5dffTmzB6*zi(Bs1|+hy@IU*~uZlCP3B>Rzlp z%kwZD1%lKFg1aB7{2>MQ^JQVL`zv^o1%%^9DErf;~&}kW$ zrr+JWf-+^E3mxVuClPh2KKw?Rg_w--s|J>gcb$R~&2w{Kal>gH0Zx@5sf! zG4OVvU0_o4(#fPH5!7P<*5Im2-PzW(wy^zE4#)zuPyJYZA)UZv)b-B&&y~1ec}&A# zQ|Tk{i4|FsoyGS%yeQ}|RR<38(yTPPpr9Ij^V1i9!QL{;)K9PIqudBG=Pa;S}D=EvdvW?ldD9n*!xbLEj5wGuT*`=iBhXh=oF^Tr&L=cQhpl=Z7UOFBWNtK98 zKT_2nI#B)*vjJl6C_ffvQl(ZSAFg|*nyP4U`vm$hdX4cr?@JL{aj%AGP=3S>hECwB z&lpbNaka7v^?k`sAPinPPe?iZQqVLI?#-4G?WnV=4yLgDc=4{m4QGz*n&a>BmoK+p zxW+Ws!o}FkB$NC8?s*-WtM4PrMj+Kk7s3a`073)r5+&_n)ZWLNjmvQvgZ zE19&v=Lh@<^@hjI&rC2}E@4;9*!`}bM$A&+_>?*tAKQ;<+CeqmqKP{Lpf$ToK;cbE z5Qde6eC`kVcp<;u?>RuTO*`;s!QwlNWeQ`tzn>;cpPPCkAMv}eZc9Ul<7(YYu&{C4 zS=Jv@y)O?;6$MF1W7asw0GXHiMkl-3m2o|4__b0T%)IdX}^X zezC~8)f)br0;{T(l$RU0Nz})O58t?CKex3ezPVj@4&3-WcH%rZ`9c}?=G#{TpBL>e z1azej>J!}TB7v-}dlnz#rF!?bI z3k_&4p|gpLaj`jP+g$VC<7GL-u3`TD^{s&vdX3%q!O~2)KIX%odvZG>%%3T4vHIq_ ze*GAA!~PuvE<>+W{N&~GZi|;4OK1q9nwi2lgcscCNJ@m-Z9ICahacogW{P#_hd%gj z_*_fl;Yyy zGM7v|=J`q_h%){hpy5A1BQ!y*3G*Ykn8Yfbp=z!vn@_|~Gq6DKSrrjJP=_!QbTJM- zULLY&C*$Bf5NNYqT50&VOHX5~%KXSw^?)(r1G}|!@gDN$$tCs=6@$@e!*a4Z-N~{U zig>`b*4fMD)QCw~dc zyxu_4WMF%O^%|NlrwFtDVv4k$_u~d-Wd~>=)8_5MSAh>gq(j=f>#tckceA!toq$*+ z4}6w-;YRUp#qr}qAW7Anxef7Q)N*q$apJ4Ku)4MlTn(WLRWVmJld3NKI4bx_gS)#; zX6Mno>@R0+$7E1hJrovouz8AuG@D#8my5Vj=4KS+vtFu2GT@I3xk`p z1b#w}8>x9V3CPwE!s9l`6Zk2DOu<{IQ)tsJN`LXG$HGR&q7_6cg&K*&9PA)DueUk! z?Upy=@$%6!{MqId`>h8#WMQ98uBVdZ54boB(_PUKBf-KY++3N`FO<`47wcNW=Q zJFm;R^WkO^SQhiaX|(wB!HJ6?pm(RR_Jm#;uekfcf7a}}1scFQCVNEaomu(4V&QgP z<>*Y7pqPDk!ZV_qZFNhOsu?0?X#SlKiTp}lW;eIx=TYVrxI=TW=QTutCx=~7@rv9f zd!vM=wZ?N<#{FIv&S6UXo?CmRTE7d8#Q%%V(=gVfe(WRK?dx&sg)`;I%EFjbSZ)KV z0|atSA04=*!*=4Q3qnxONdv2#k<^-#d6v6!O-T(eH)O%8GR~(X){?pGI(Mb~{B*m$B`%e>{rNuHvMk}VYX;J1^Eq)vL-M9_LEJYt4x8at&g^HBF zVSii_L!7&qgg|y4mWL8g)mAjf`%MdpY z>>ls{yzBQKmMi|V&4(M{3=w+}A6GTC5D~}7QxULTEKP9!YCitqF|?D80Y0zgmCFwY zDP3>gxg4CPYP2^ne|THA_hbN979OnU{N z>Uo2)rD0Vo722OLGHI*Dki2v>DjH5?DCIHnn)=Cr*k5=H z@u5|w4Y^!qJUM4d?u38tJ1c+_U4UT3aEsAoj$0{DwF!YYPwv2QFgqT{>4<;jcuOLh z(Ucm%?zoQcV0rtdHPtOI8hoTy_Iq1mo7u$a$N6)2Vd>G8w(}Oe%RsJJnrU=_1BSB*qf}!GK4*4SZ&}8TUA8qfOGw3hog2^ z-RCkU?hpvazE)nbwZwo04~LqQK$V%Bb`aU>;VrZPCn(sFRZC7a^!MuwB#-1uRGH7U z2kIfrzfkEi5jh(Dh2FxES?2c5#X8b(J8*ROb}`>=$T6fWkSUNT9W-?{_H1_ggweE- z&1f||xg=1vJ714SSUx$y=4?5e@qT`Fnz@Xw2d+}}8#jzc(HHN&Kq96})N0pbiJpWl zIiN;s1nyw-v;FaK@i0Oaah~HZiA?!pInVcBOF8;E+3~-ysMS=eKy+?(V>?YqTzVe& zB?9{;N!JP#H+mUho<6UI)BWTrJ-rDeF9L~QY(iVgD1#!h&w9s4l7tf#n*RA>@oKzi zr8rW_e#c;H?-sADaVhUz^>C4UnUGKeX(vEGgN%g*R)eqO#p3&Fdg};R? zM?ki5A=BW^pG)LES+tY&j1KwRj{h6ut&+tl9ucu!6A`;ff@KQp+elk>oh!RF@q6gie@h+u_%Dxj?)T|!o1LTEJTQpy4}aoz?tuUf?h4Zx z!eOeV-IOV6AuG$QXYB44a3X}_x_nMeN zlVRVHoP2(51HPymZ-IL9fYx9m^T@@(u1X;zDkE8BrP#(JQLMm}h?JQ{M@zZZhpw1-EO zO-*V$(1hC03N1Z5D@_glix?HQNrDd$jePr2;c@lDi>C?_wkxpFc85=xP6<6^7>!@& z*ZiVV6WiTmA2TE!xdGDrbcnD|GT-k9scbj){($bsoBqxhYKiFdpLHN|*%#-xe0x7N zo|KOe7s2N_1yX0;7bbERe0;6R@Js-9pf?$3gNqdObECNwhcsG*Xx!1N&oFWOI-JZ_ zc44F*CRF;GT4yce>p`DCU)4W=IO7p?pcT6qe#l@I@pGT+xea<=6Q}93f#Y zn8z^CSy!xTSm=;3anq`@Me<%^PCgp9YNn;nTpz3<3P*1i!lyLHmOW}fi%b-hRTc{+ z$G2dsl9)RTA5g}`c%7SU)s==JZYVxjT(72Zhyj6co^2M~g!|UUr@4Yhka#TzJxKtS z!Yc7F))0?DA_B^q@C%i|n_>i-j0_7pkELL?S#hwY?yTj7VZSZC**kw~vw3%BkE*Uz zg0L$BkqJg+Q~^-0ftzmRT2H)tbVPDCm|jG`{u6X2ZNe3r1_qQc04y3{hq^QwVNi?J zzhBhtN+itn$0LkOq%IMp>I__SywIFPo6v#AfP(5~CjUO+sn6Y{aa1^j8eQM4?0~l4 zGNk_sS1Kz5MlPVslcK&Ri}?D;kp-`CmL06i^m}|sX!*ieB+pL5AZlv_8@bUOOHPjn zYC%|n^r2V@qrYnf>$mV${Oqh`(cof_p7Z;vIw#W>kY4P&ExR{68I&mW7+P63vAN75 zx9LY8V;KV?^s}#r*khh>0cIs@FTxh-%NIxIv>OLS#ov|$MBn#KrM|azEHT6QC ziaK^;JGAB@8b85Zu)B4yXDHtS($B@eKOI`RTZx22G2B^EAZDxu9Bfy?khG@&{V8SH zHFBjW5*c|T;r(&Za#KE^-rbCUeE`eOPX5}smN{$ke7R-1xbWG=D!1(yT8@Z9#|&{W zoI-DU8_MvdS)yY?{$2{Z_p&)M9&S2H-9Wvq(V>@!cD;zYNmAe4#lBlcBixqzx?We3 zVWiBed6orSw$n7`3S(J9B1VLrSE|44_~F_mfv66<%k~+|jgMj{>3GgY!JZM$u1!15 zHIy5Oy^AAmvWx0`#_+DP$g?F!5&jt#eVxn|03cf^Vrm4{_u-lG;D;pXyk_^*PMBq6 z@(?{-LjKxSc+gJV?;&-f_0a8hlS*cTug~l$sn^k8S@F3IO(F!tWVaHvHED{MMNomdEbDWh1d3U%+f+CPXDh%4#!WFHYp3uW$xC__Oa0Cb0HI@JO0M zj`6seoa?KV#9D{!q4d79yol_OmQwJJ&$Gy{NpVI^E}*CD4db?+X~zB|N< zPbN(IsHzzE2xa$jWzcH?S@YVS`P-vb;baK64(zxwWDaVIBUMAWm$E^on?>`grSORK zDh*p~u=F5vesMzaM4pZJ8IbfV)5iEQnIV;-U#eiO#oskwwWSq4_|~D7<){|r56Jsu z-~sR@Y4D{m#@86c5`CMswk>q{97Y#(i&ebDM&hG$>rz}!+Z0xSX{v=DD31*r9Juqa zPo2-5iN(B$k<>fkS$}Eznd`qY(xM2&serk!&eYLGV`SIW3e^oLHaXTGnND2=M}C(k zuu{YeN-h_noE&IwH!~UhIDaw>bSeJQMz8p;=7~&Otwv(uFRoIVz|8L2t>|hs(~PG1 z)aJshKGQccU1D2(YASd>%f8!I;M<;O+^H7~;9*UFFMeQ8EW*PsT|AEW|FepO=|~@f z`nR&g6}UcISNhdp`Eg!d51rz|#{%Sy^;A=iD=dd(m9#%uD3{C&4p5uh9EfYCp9aiV z$`uBK*`wVb%o~6I^!^x)R$7Mfraq#W{YDi|Rrk8wZdHX&z2H2b_~`RwEf!DqE-=Z3 z`RoeaXCNiAKmVXYjIS3UImf@aUi#ouxn8f(qC%TN*5-uG^$@OGB0RLZU--rO=>%ax zlPT{y?l)+az1>SJRrnGqb$Gz9zSqrz{NJ2cs=wZ{N;9~>PZRrue3m3YxLpM0lZB6e?IDx% z+;56Hp9axIh0WFW9y@l*b^d}%;OQ&o0Z>CPyy!vt=?BCC7^E(R{K{*oQarynz0pTw z3Ado--OOiu$>|eR*tK0??^j5%4P$M2xKbNie=r(+-9&vL;~CodU%64HhG)QpV^F!P z9y9s~)1Xggf->+R;u~L^>ufDk5W0~UCTg<%-0O|#1mY}C@ye#gP{`~-#_~I1?S)B6 z+o4w$O8QEjPt+w}cfnoDOa4s2RO#0erH42fV>)F_PT}KX?`p&rTs?>pU z!Er3$`3Q1mNP13D zc@a$0NChU@xPU{7tB*(N(R|;a{`lTaQyvD@8{Tf zLq0S2@g$4Ri*C)@Eoq^Y?vnTRv;pHx`kZ>Ed!l#xm4twTS_s@i&5?y3=a8tB|Dln| zbUL=ANYrxQ`sveokFT5;-SY;*itFsQd4Rm;>&;a<(L^yGuns@s_JmhnBMfYkjjwz# z&}jDC33KhJXZj|7kfUQyZSxfK%MT@`Q{^uO*z^KRVu7&N*Q4lZL1~hZ6WfN3gMy=W z?@UHv8dKh`Fzt01Cvtmbt2`)^DPe-nRr}5EmE1sah(V+VG3CP2KdjFNy+goAOUfU|&;8LW99Q10Rx%DaG4W^1&Lte>0+rEG(68!UP95(Es)qHIqf2W~ zGV;-9VGBl8If*vAwf`Hj+gR*2)}<5yvX1<{o4(^Tt2+yOy{uB8EcXj)F5@#i(jPqb^N%305wC!dE28_S_Gd9VzfCXPD1@N3 zqVW28HiYEwJ16?@6@_d;+=$HNsf=CEVFgKzJAgkr5f^Uthyl-BCts@HF^grV?Bpo^ zkB1C94JeSs?o&fKSBvG&&N&D%jup|$`+Dt3v*6bxRUlL_=ZV!iR+r}S>1o$wZj9|0 z!k_%twLmAW_^dfkVRPo_bG=26Q!aixq%qlsQ<)%Ea5vV8LO;sEZqGk}WGDWE4f_@O z1Y*Ljhu%gPn7e;YbYO3%1l4#CX$r#%OT*X`x_m+virU5R*?OuC_tnTc6)?fal;OdB zl^;ERzwe<3ANQY!f2ZOL_HGERqzv0`1Hy@Flep$ZNA{kOphyuK`}4&F`o1$B5!0X# z=gZbZ!r5!I;w5}Z zp2}g!W=zapj_!ywErcT`?}+dh(_PUo-qj_#i}4Y^)Z zM-E0HFTs32_k|oM7)^V!$%gS-4j3m7m!<{aJ^@%G)v4aB<;)$`E` zVrZvb*_gH*uWpAjyPaEC)|9Ct97jTs?B>kD*~i4LH>T-4u{r@}XyoetK5&9w}ubginpOdo7S#wB!uouL6r>DXtnwVbK5xl-mafjsx|fuPd)Qh5BIcsK#3M z^N-xqxAx!CjtyYqvOU?J)Z~?&MEM2AIkxmtf9P~T9nY#Mp0RCE2wc_fXn^t}(9};d zr}&CBX^NRf2{E26H=qz2i6O2?MDhA}j<+DLo93c*_c}S(yX$kYn|WML=c>F;6oGrQ zyA)#tnly_h|eE z^a3XaAWdZ8xJxeV6OI-}H!bF>-Pf`m)}RDj)B2EI+oyIU;?SgtPlC+LLB+r$?Q1u+ z@G;Y9FsHyaja|)n05P%&1KG=)j1f&gFu+VR9Tkx(RVhA!g5&uu#1}aXU%U#R2FK6o<^2N zJ5$nuvdm4{^GXXUv{xWn52=(oq(rf5+)3YP>m%~&aR892)<`*rZ`DHe`goQcW_@se zs0|&gDLEhdOg@v(Pr6= zbT+$MgT4!-2O*!x_b(~Ijc%tjD({2htDU0o6;j#LDTMylQgO8vk<=o@b*L;!twKZc z+6FMYqh4NNe(#>~_QRn=WUT;)9#dyZSm~<7JV-o(d*1AKj?sEN>8tBkL{yC_fI=N- z>$KX7orc;OaEPFoSu!2W7=%|$z1TLL{h=<+IuuzH@#|U9e@=+G1u{MTqQTu3&9cmp zFe)Iqppe-c_fER;2PjhjZSu)l_SC~8nijSAfUk2g>W0-G&0iM`?gOT>>k;P3PyFriG7MMTrN5Ak=9|B2 zJ9M*8%sy$f-Q=<<*ZlxfANsFP9h2~SCi6#?0wvwL_^pQ^eE@aoBzz|YxyWsnI)x&1 zyEy}~&KobYx{9vupyYHpmlL!cH{sIH2V`o5#@Ce}hH?;0pmHe@YR5w&mmR*wV6?Q$ zTCNQ+l{MbiR%(WY;Jdlt&_gRS>b@JyvHR;?XmMA#Tr|6)+3fM2Foj)*gl+JmlYjmz zjfsT!5UoC^cR5g(q0x?VP9ZJx*V9MD>nJP}3>ZD-nFD=^(=W>5Rf^#5 zR1W;05%kNdQDfz(9Gm$#0o->ZL6z&-Kl0}cH@mxH+-xCoxn{U}1vcA!z_#L>=N6G4 zJ+TEOcQv+bT}cOf;XcWyuQZKZl#j!QD#9$5^7X<+GYJ`4#uGkZOLLd zu8_`Su7;1uFwYz@>KnInn>hq z8(UQy6D3m<^jPgL!B&TTt~F|u4qEM+UAdNMM8h6K@xz%P%JLiLDV{2_Ki_xyX09?+ zrgh8E0^nG|y?i6-Xut%=r1kga#wszu!(EHDS_Q4U4q3^ad7QhF418k=zP8*q#far^ z$d*kk!3@a3&BDVt9P8_f5Fmn6ong})`i^k#!&|A8m8ihfSqr>5KRyE;B_NIsBF!Q} zZ8Y7&lHpzmlCoCSV7VgyoFEKIeVUz^rju@ZD!dK(hP|N3lI1{Gr&KQeyV)K->c#0S z5vAS(=Czc3(*n}h^*`%)O6W#@v+1GejR2dk3Ml|%nSjGwuLE}6vrL625#e`(KY9zM zL7pE97)je~r#ek?361{VMU+JQ<>D+@nrhs@!<2m|X6>WVC&z9Nl{0csNI^N+9Q(4` zI?!&AGPalsR5AAd4G#$GY#_6VaL%2dTN0~}^mh)}Z69%abH0`=b^ot5RO-T zU+NN5W6pMCdSCA?BfvmwFIh%e`**Z3eacd#yEz?lND+5q@4p*<#WKcv<(WB7BUCcS zSEapNK_+2%4(;6E>Q}vTH;9bcOW@|Ar}3T1h`=Re&Bl4?f=9CrH(xSl1#)5i)_5sF z8kY!LRZ&UD09%WfM~3=ds#f>7a*w6Gb2G+MJI`{~xQ2I+vkY}X9Q8f5pp#pZ-9NKb zdohzeFwCtPEkA~(?S}%`zUX!-0#%BybIpK7*44**HfVL9J%4v-M8>p#ye)r+eLH!? zN!U^?lhiAeG>!zaU<{gM$!d>^!#-YyJ+9ir6xib#6MI>ZjYs}pDH!Ly6b%0Or{Nn1 zg~Koh>f;fQITMC(^ABTN395GWpRW5Ou!m6#k| ztIk2yHOpCWGlW#?hEx_zG>Y4;CAcvpx|)+O;!|BoV5c*&fxP~Y>duLG%2Xud4)xD% zKBxCs#D3jDqTFfd0{Gpv7h2Wjo4&}X-chEhK0E*P?a1@4peAO2`j6zGOvN0#jc*^A zY+#;+{^O|JMWlElu~GBHl^bhW{TYr;!1ZXI?k;r?p(ox=ZT{ZnZ?5o<^aU_~Inywm zoptx62NE7T{zo)#xvLd}xhvWV)f8k*sk{00^q3@3K*DV#TZ;>;p9g1DMDHO>)&#^6 zc#gB96^_~?R1c-F9jbnmOhCEthH(o~9y^Xk6-fJs-DVqMwUg zcPHLAPMqL}f=jK^#+$V}kfzu|v;N@HsZacR-O>Z0S)aHtSbvF(`ADKnouM5&0=M^Z_5*x;+!!i|)Xo<(&Fj^Y~*3 zCt;NP9tG}Gfk$hYmj{7I4vC^`0WdYeb1B$nlh?eLj$V~IK;QG9oog1YIX7h=R2ab<&)R}X8 z@P{^N0B4;t`4q>!*>{QfhEH;@mL7L(I_+#d!*P`x^JiZa#%l5ZJq5bih0R!m2GZ)kl_QjdWBP^o@;M`r(Dc1 zQFC7B&m=c0_JqGAU>*s7N$WN(-5(-XM>a}+;uY<+DNniKFR@~+1 zN&_6j`9@RIa9!71xqFV54grW#+~@X-sh4&Gv%%NU4c?n-sL*^NQj{yGMJ@yJn|L-AZAK#yUx)XE1PX4?T!5%uv*6nm~50aKT84_3N%dt5C< z0~fNFBOP9n#gr*sjFtvhX}Ux&N(M&@%B*@1mt6sKNwj~$#deb2+-~Q&JH4vlSDTTR z3e+K0rm%9Qaj__A9n@xK|7q0FA)(OViUCW0r$n|S{Bba9L6v4@mH^8c=AViHw1tm_2JWUx<4J!Uj z=t;)+o@JgilS~DFR(0UQ*ZG(8unJlPyLuvONXBAEOw3)$rRt4qQ6peT4m^~IUxlge zJcbVzaC4?;lZdqvda)6l$ zVcwTNG)Iv?WB;%X3&euj4UY(rKG#UN#c;s9&B&^*8< z)cNuw28W7rkKV512WlUt5*@&+_ONbcurnK8H+yj**y#~d?@PFRdrgP~%RgeBWBc8PfrA?8R<{*rVFird0N zT%|v8Plb%mlO`%}nOpkkHDjV1l%7$tfv&V1y?BgbE1D)rb7k7#^yuw-BsOi`V~EE^ zl7#Cp1sUBwQ!i%rq=8|kiBzO@JsCk&#Wz83eU^S_yYRD;%6vCV&ouq=|6(gQrr~kA zTI3F{!hGEALbvd#OEn-r1%@k{(#|7oevKz#^xv&_cwXnmbd$3r__+5}FfyY!k}zHW zRpn{FMU>SRjwI}AIUVGHc-*TP_X*v*qn;39X+QtUI(WVE@A_s#;A9`*Jt}6?lI7Ex zT}>_I=>*BISh#6*@gfADHpw_wmYa+}Ic!=-?=nQl2;wWeY>6fekBNcj@m07;xRyP; zqP>f5a8Za^p&GUWI=NE6kn()~q{#1KJ>2qxJdh4p#>}>VbHAWlc|$Q^ zpC6-r)!@gH4!V9LVOOM#y)g=pld?#^D|1+DrNnBrO`S&HusB&kvVmO)&0$1u*Uu%m zy1#qY$<6(0o^-S^D^wT`u1L%y)bX9Ut{aZ!cF7q@O`o92Mm(-#lQ)P&j$fdC&9!YL zOV=t|-D|X}xHIi6v1}}od^$k~w@?O!mbNMCL0qHq5nu9g?J51(YEwg2JA0ST2&g0_ zmpf;~CGUc$arcvim(TO`Y?A@Ga38qqA09UBm@>pcxBUbEX@Qd#1akjSLE%!A5*TBV z`|W}Kd~4*fHucUK`xqRO-kJ(={P=~JhZG^T<)Kn6u&h?na0aDofP{IUeXdd_((oAB zX`rvAb)2nn)8mjwGY1;PT(a_!Nm@hHb=jG8S$ck|;cd`dkq^+t$6x{Z{IMl_e9g~} zpiQvvS~yln5#MM@Su$u2uSBoc75o9=wG(<7Cc5+CapOUIv2tMX^QH3(n7a6OIS{~j z)Pen!P8dQQMR0$pVV8pMHzObdBi!ctkuIq5uQ_Z--PdBsd1?$M9oRDOT**q~l;o}S zY`dQ4Y8v7Bn4`c*wZaA{{PBrz!#@ksy=*h5yDbRQsQUIOlq@>)L&pE^^?qwxjdYx( z?`8)-Q6cNk54fOR4IhgP`AHJC8ig`qxtyT&!K$1;(c9UOi>q)eGZ*L1`0Bq`HCyEt zPGypXKxcBKUQ!?Kk>E%{c{E?~9uMa^GIHrO0D;gSWx{FJo(n28OgeQy@8S@#wes>| zLTF?04=8qJ<~g)le96*GWNcqD#%kA3B=DfBDV^gt)j5KDRAfW6RJqF@Xq;$%?gf~p zEwW=fYZ8GE@fZW2$`tr-y%ZL!Y( zA2asg;IuwUJA*ZTnzn4Nwy%5xYRD9Pbkp52T!#}&52#ZyrvlvA(7X_c4faQD8#{4=LU)WKZy zfI_LtlK0tjRgbQ{JO8zF8pzBMKXB_E;O*2)w%b=xpZGQ=x$cG=?mB(S5Jci_%TYQ( zux@WN_sx#n)c?13%(Uw*v^sSU#B1iC_6fb%yvNQdA?kh@Ax&ddQ`6|G`H9&;9`n@S zJ%+&xb?s!a50G?3Bk5|Cq6?2jVNw+1%y^FOv{OjScxw^;Ty2S0zlkiyp@YR`_V(qjD4d)lX z9;st5SojgY?_LZK$X&|Tn9sku@Se=Ch<8gx9XuTJ6G9e-EFVn;9!-#-XWS+RU~H;o z1gS;7`NN_%e@~El!zhSTgJ2Hl30{>y+=y&5@;FL`2W9(pYZ}N>C z?#84oPI3<2?O)vUrwpw#=~ng%Sx?!Sr*ZL$chTXdH2e)hr*D?tJDTCYMBXfy+ePi?JIQuD^LZt zf|~G<%%8N)FsdA5L0uIq+C8fS zi3bUI=&$ru20W`GTYFiWGK#?f78d+ek#jNIVw#_d)iLu<>bLe{7v^s}E`jo|+2SB5 znQe(zdIku-hZQo-Rpn@u0CPq@kFFvLu{_-tIaWc_asYN_K5V2zk)NijnmOQec@W0D zimq3>p-ztJg9dCEM?iLVLHI_evjSq}v%dYl4xhPPz8F|Yt5B#M zj=5g!glvA^9GFGs7Z&5xM987f0JE9i!VWkKG-781m+@?cGKT54yVX`vBxuX)r>`72i}=-x5z;Jg!y29KbhvsS^ier>#`2P-2rW#};}BO+?883hck7 z?Ze=^&{Nus(MvU;JD6{&d0)8I7U{u5@Rx{kSDM70lW4k?b%nt=+fuH0#OVeypRPt(YnMPOeUW{n z5F2yK`aI>J8T=Dk!5iuMJLAE#W2;+%ISfE3l5s7;s_}QFNl4I}4es`EEkJ=~?O-|qNSz;D^(7v&cA%%zM=c{hYCY*kv=O9H2*wUN6FfOEnMB%K` zY8>B7=o>#W2D36OQ8~6giBXT$_NEtb)ggzL5Yj399@w(#MXzjf zn$Nf1HtuzGw90RMjxndo+};0mhY|3=xM}up!U5zZ^Y(c>*T{_mGNSAL;)cwgGNd9F zDh3lBtQ{?umE6ON@ENlWF?dBh483MCA+<__^olvh$@*x~Z#in8$KB zp8``fH#&kAR`yl&Ld6Fck-`uPZ+%%@|4-ZWDD4(G6~Ekv2mP^3g<}#tDQfJwrXWxMkYO2@8Bd> zX+Ruw{0E_jo71ojNH;a|usBklOiW)FOmQ*UQEh~mO8izL!aSWtn=F9n4}w+f)Jxs< zdO&9A{26tVh?Skp4bH?nm2s?4!;PAMZTIukxAslb3F#qdqozY0eq!ZNyiEU=uomxj zXfo^h^*|U2*TP|{ZO204aRnUhpBU&BOfc-%=R&u?N2YlCUOwy%P5=2ov@=r1q)Q+6 z$Jd4mNA4x2@?~j0qPF*!$^DSiVFTRbv@(plWbvz z6@;^G6K4!KpHoU=F?>VFvD>cnnLMBlP@=DcyI7yW)|;hZ5q>AEEw=h@T5>;nahODU z5tE7^)OC*352)-$0d?PoFH*buuHqH^Blq?HCeRw1%O61R95?3~M>}j94X&JF17TO1 z>Y)Bvz!O7w*@nzfxjn38&&u6sdHA52wN4{z#=_7J)I3!_tW+bT8%Zv6xex+p_2Hj=nP+A)&{6nTO5OP$@kcURR!i93YIQcCvP-!nmNt{jQGs@&K7#JiQnk<|Gi_NQPs$$`$6EMmVCpxS)!^cV0?ZU5O3|a zO^asTP)7K)Xd%>aTcmh_b^tw!)HMPJ?&0?u9>WJgXB!j&r&Gu)ImB$;u0;SFlJPn}lBo zE$x3C!1S6*hV*dP0I+@8VAgPMmupj@iDIdIlnzb(mHtvZz#00Y9+ZZ51Kv`~j2!T= z()HGr3>Z)AtL2X?ecv$3F->zs+E(fC{CDn`=Segwq;fT{nhc**dg;~9n>5g>Htm|g zoHS;m{f)0|GD5{7s{s+kZb|I;gl_+8Oq4!qi`^yFB$ycfxv9bOf2x#U)`-MfmG=7A zfjSjAftkylc4Z`={4NWicJv_$s>5)D{7$6wncCM(FtKE%`?6Vg29DYlJJSPK%a*(@ z-34yT)Nwd*%+%?DKcsRVpEFhc7X+G64r$d&+2y*jsv3yG^~So@8^w?6uyL$AFJ+x} z1AkB*$67FFx^qQ#@wY{kul-3{|+tr|A?pktOu`+a4~ z9v*Va{78#SZBZ}jAI-ES!8JSdlriWy&3jC&6rb3C3R1o-P`8g+{mRsaQ)D7fX(v4I zE2s)dqz+wGFs(ATdUw0yw0L>67b5tAKQ{V)1|_UyVE01j#*(1Ib~vco>~07~CYv83 z9wv#4nIPBeTN|r%=fuq2W<9`j@Sk;LFl7oCKM#6eKW-1pf%X9Dc<0|*?egKtEc-1J zj34TS3mEw<4P7K{%nGkJqzg+&lvVJ%hJ-8hr=iPc;I_Rmoyt@pl z_dHtU2i=X|HrbnMnk4IKgaT||l4|1H>mjyvsdWE7g$q8I=l7XZ=pp{py=~Aevfv2}H>M*Mw8n*){FThb{Fi7YbX%btXlhz%_g?8JhZT$hxkyZcFpptFTYaG2gAtUHfNq0<^R?^?U+H;R+7|}CK+;3# zF|e;){N>M|%3EEUwA+N;W$%-iE(5$u7ZKU(ohO!JvsYN9E!o0W^y&msgKGz0fs(Li z*mxaGyzRq}_FUB;x=Me2&9XOvt+=t+Bue-X|-7XJByB|mwoUrCYs zPN-Kj&aUU5>uQuc{Buo-G(+JKzUx}9Uh>=YkGzt7w~9sjPxy}xn`JMNLi3S-9vMp_ zf*x%Ll!fNOpKs~V<&Miey&4ko(8RUmGz(dcIlnx}&M;SASx_y@1kGo~YlVv@RpsHy zRMPRTcq1B_D0&ym>DM?yXk&)(Qfj;LQkl^|Fr zI^j_`o9pSMzm)xTsJ|49+jK4}f|z3KWa*06J}i%Bm4mnv4Gs$iNcP3HoQDCxj+T?+ zjuy$YnO%hJTECqtET8O+Es;Fk+89{GgOmBrEG(4cJq8r@cx?2I@JcW3qo{7{ zRCPE59BO8i7K}}NrW7>dvE~woKo|O|9;^^x(t#dL)KE!(*U z$QSAwzp&ZQz#@7Zw&M=VzmV!OvPC*vwP? z9nKmzdJJI_bRL#$s%~uUn8wUr(~ke3J&3-<2y?~)RgZ}ND{Q)x!s2+T$$W4l8D0pE zw048&l^Vz#fF)ED4$&URPTy&$lMVEDd|;iEB>R!{9_3bB^=zY0a4VF~j()5r(h%i! zXth-75ULWD=asAcVZl3-W=E}DwBOkF;?DKbdIuZd{&@-0ml0lswr-*MAad40)iMX? zRfkrh`2cgJf=LE`RDN5B*L3Ub{piW}u^Y6*KneoDAc63f&-Kr+{%ZFKd8glS^1zy{RGXj4;pLo`q4O|dte8+t6#q? zQ28*md=X%-bXqg%Au0C~_Q?knc0j-U%=2lffkukpr0!XV>{kl_r#PtL9C>C!BPS~Q z3H^2!*`6L*_M_N&P)VjV4-E+318w17T5?VTWFBFNwG~QV{iUkn_HECEHAneBRW4(G z+gIiTgxE{f4!m$m12d_AB)x~#)#A-EpYKUxl=?|zcixk~tono%am_q}ktAem5w`ED zjToanVCR`OY!zPoKKcANH|nUo6FtzRwN4cY9FYQM!fZS4Ls2KaZVKB~!U zPgmAGArxgw@zA^<0F5Y8zpKjA1=Q!_XyCsk9j!X4tjjr)xkR`aCY>DnDbg=|AF0bm zJYRbA5c${*sv>~o9Tnjp;Je-?f885CMo&13OwVH!UuD$WYRU>FnYILVB|qtf4uIgMR)B z1qqUNfI?=VMj}-86>a0RmKV14^!G+e^&E0wbThRYfQkUq`~aO@Kj}Jxw_OS-OmrdQGurw110Vw`IthSaw7z8E_K~F0q2U-u;t0tMZi>f z2v<3RXTP_M@2f_xzDFBjmdt+Xv1s?s&OnjjP_ znm&k#$84YOtJQL8ws!|^T5IJ|%#FnYJ=prT3;5sO$cGlrTl$eY=E}?d4a{ZeX~s)O z()PV~2_biL+VzYvP5F#lu^4wB-r^ja)*>OwURnA=_{%wlz+swkaOLBSTh>>LWwn?a* z!TKW}7HmeF8H$<{DtD{JFX^OD0gnpuYN!Dv=kg*4ita^0@4=OS!goH?hOea$=m zXUGhh)Y`U)aomC9|6M1ZVvS_uDMylEu>-jFX!?$wxP>*0!d-ljV&QWbnV#ZzQLwzH z6rI~heL6H#OrMtrz(7AJR(I_J{D|d`WN6?ttr~N;8EnlQu_KGbnHuiP3g#26TyG|9 zr~||BmWey(JOS2H^Aqm0)7uuExBE_o4kJ29cw`e=E1t7 zj_=_ab=5EHVNSPoyOD?a{^(OYRcFhnx~}ZgbjEHytFULDA0R9j%-VA-i5xFUE&7U) zq+6puB~^hS$|1n&r(hDo9J`0BXipO?9Rmn1-sh87*in`v9wOjC!EHJ1fNA4s=*y-f`36 zKJ9Z*x?iT`kx&FTc<-EKlC0cE`j9GmQ-!m4s5Fw@v8q6SQ1}`JL;hW_G=iI!@WiO* zl2{*t8=l*ezTn>3zZaJ|BNGk)l>VT8Z6E}88a6ejC6^DexA1$wsU1g{Y?X5hm82z5?w<(S zP?Rx0`BmzRS_*J)_W0W!gV--(fKKrj^i0P?B{G$utgs%3H6(cqH;72G30x#c`W$Oh zW=D!Hc}zv<^*gT(Jm+(E}L7vEeSZ5jj2;M1uih=Kkhld0HitF#%yi^A3f1zWi^#vb#NJcmqG6mZri(yu)ZE z@fj2!a3+APmKKN;llsGhM*$EST#g_}ywjOcv)C$^pwmKi4^ERqsICnQbLo3jr&?>i z%XboKygI7DzWWvjqrrpnYwtk!QRuW@9?xG=bnmxrk5#+sqRa2=Wli?+iW{&);S_pOVBY`{)imtCjk$vB33fmUrf@899=uq{58PzJJ6eR`3A6LxwKtS z2as4py0aO}KTlH~Er*a^{FXlFA=L_8GPo?Uzn9(Knw0wNEXf{rIWx5nWSS2ReW5Ir zevhi2c!uZzy?BnbLwO}Ai#rzI6o%e|##}XWM2D?v=TM=5uNg{01g^*T9xw+UcwvJm z6mJe&YX9}hh*qapi|70d6ZxpoEEtABO%PDJ4$Gc^Zf!G%XCjPcT+E=-<0v?U}(T-D1`O+>sRgxu=7Adt;@#qcnjhm~_GtgNNK|UmWF{{`WqTHK_PNFRp(CINn<; zS7IyDKcBilE9#CTTJiXFNayKn>~y^r9ws`O%YAu8aq{=ZjYw~H6KoPON$=iV``4Ij zk@k6OE+mRCV6b9Uv$LkgyeVMB1yXa+H%fOXMpa{ zcX6*rI6V#IfUOZF_Z;>E1sg14eal!Q13fy2S7Dk7#&tbG_@0)1*+^;dD-w?I+pVFg zYuX^V**plLjUfKC`nl~mbaj4Ts)ew8NbbO<1TiSeC7-2%?+3i>x?Es?cfGUvD|^bM z>^OZ*1OLGeozOdEa-Jm1hj4d)+>^;9oNk^fpA$Z?Gs@6xic&POkM$)M9b_DTN4Bt( z;gh*3Y@inOI!k=S+Hn|T_nx6={xV0ZhZPv$2pb$R7ySB9ZmKQ&WPY-_BXQu1Qzre{ zQvI}T`THsoNR0OIUux)AY|)lA+h6IW3b}|oO{YOB zUD7Bt$Tr16{n2@0r|p8kKkLWEe59HO1oX3Y6Sqy*!Tru}!T0Rlld!B}V%kSyAIk>D zydU*Up&YW(NgQrTd%&LE64?!rx~g6bxAWuuAvViaWbaEf1m46QhQ{81eiSHjqWX}- zV-*+Wqb7lf89V0oxibzdE9J7Xzsm6{7b1Be`V%ga>pQ(6URl=gS+}O~PDWL9{uAg2 z!(tQJw0tdV!5>2KWKGR0qx(AY4^zBd9|acu<}VVZPCnHJ!pJ>5&P8GUz^u?gz5fK4 z<_aI_dzLQAgR7hclsIbt^ks#w6_c6?4h74t(ssHP64XnrvVjLrO4YhhdgDil2jS6T zkxN8n$;*F!BBbAjQ-n`SZPyWk8$UsAg`L;9p$NGg07bs!xYl~4sx=F>SN-}~*V@J_ z*M49rZ7(pVDgA@s{mvpOHU5d|ZeOQrHVIkW7hr@E@Y^!UxPytq&5olep3X_o8gkHe zBI*HM8u&s9MrKB_#X)coh{+k8It%UKB9TI#vd!{ZX*)-AG-dbuiOj`odTU$bbSbIC zz!kms;&O_4h{riNk6U2=z!Yniq&W$DD@w`Dd)TGf7oR}+4yth`mggnn?ac} z4yTM`Dd+fP&qeKF^WdtJXYSVljisK@!j1o17XtB91yeTwVWljVysBk&H%z-zneuNX zWp&-!=^FFeE$txdz)_VucnaVsy0Ygo$Svq==0h| z_CJ7=(9di$cqPMM=Y45QhISFm)M$B)Qv7BA!_-^2Mb&=a!zzMEOG+y|(%lRtlG5Fc zGz`tqsC0`oLwAQT)DY6r-3^jMck|BR=X<@sKj2*FKIhzL-+QmU*4l$$+xWrhvR|ja z>=JaJ#>V=TtySc@uy)L&5NIY=R0#+uj?UkgPu3K!e*oXoqn5Kn*_WwG_F4!( zHnPr}H>fAT3(94SBB-dqZTu(~iS2}FV4)-+O?Fa%?Q?spp&m~&SPAu?mgW}Z ziOV8e9&|dNSxjuNMZ*L4&Q0wnY{Sq|DUv|oZ@3kej-w@s zkA-gIcg_z5Xc|#j!!VuteCKak8txHvBYS1fkzxY7tb{Bb8jiECI$Bm%Y2JEC_F3OO z!~h`og@bo6oW8SjLbFKU#hZuvXEH!P1Q^LH7RgP^zHbfPj@TPkI?;%$V|S-hYxcbK z*J|9iBx40zglbIWMAS(?KDffX;O-Rg{&DN`i54LHRg<{gSZ3d^l7WUSbX`lVW@M^E z?+uI=S;b(wT>~8kN`3n()r-b+^7$3`3K4G+rAnxJ2pv5~_Sv8{#r`yreq1%LfAP-8?~>IU2(2jy|GD0X!*UVZ#B0RqEnPPl#s~t zV#^hK!M1dJWD_YjT`Xef2g?8%_SS>TfC{jw1e@?`Q~AFSmJePh)|jcVE3?Oz!?Q~* z1kDBBNT{Mld3hv0XAm89VdRs)zzmu>7IKRdertD=QZ7qS{5^0^zVo>oW=iX`G8Fd7 zqpBQ_yZLAL4a@HlD;G&LaH2UJp8@u45x1LJQZ41mSU5v8B67eRgw!2z@mt!bO0FXq z&!r~r>Rh^vPcr7V1`;EF4x2^aeHhtsc%nY%g8XNOAUH}R^PTZCB$<&Z{yjK){%*5O z`%9KpNO?5$PMEs}3{sxGTW?^rFLs0tNsJCCEuSpJ{pw#ha30pZDKgOUoEqac6~Oo? zw$&)k&k+$PX}OfnHtou?G+`U1@UYWdN#W-n*}3)iqjGuO?;fd}Z%`mYj?EUI5Ku>znaGOQ6@xCNJ$yu=v8VxBd$f>s%!zZRqn^hWLeXu^2B;7{?Jbg z4&}YyRuA~X>%T}-XKrIvGu_6=^K#-txytYfwXN$y+9}7BGk0GSspiC-!BA-V&cK7y0jUeR`y8@Ap-kq z;~xr4L(UMC`NM&6$C%aFzOZXv26<^Y)Hros}ayUc9FW&D#rO47(7Lq-D zoLVsX`uq`X;@9gcXQ@3o&~_sLOCp)Q47HqgLhFbaP>Hq9^v!d8#D;ux{y5yIm3u-l zFZ-T(GVIAr%D2dD?0DA8GPV|7|Epd>g{a!Q7XjlVe>}Z(gDw>+hI0Ln=w&e8OrCob z(rT2fww@O0oWxP1S@*~yT_06*mNCI6P%Kv_e9kC2EQE;gwy^n9Szdn+fVgITMp|Fm zosSCL?c5UAwoioC@6LNIAEO)HrO+=8dvo+0dwpPbf&b%vG-B|Z~=0?04YH4s= zBdyDVy3K8B)@YS%y5*Hl_IwCw0Vfvt4}r%bG9D#QJ-%f~52`G*zv6tgCzpt_@XQf+z1^SnVCXbgm z0pqKy@YPe;Bw5x_i*_^yI%QmbJ0)$SD@mUEm}pQB)GL)ebaT~hX>2kMt{Ma@w=9E< zp2j9JzNXQ%G8MhjHD?m{Kf1x7MI%O-ZzmHV|JYJb~qU-ku1mNZmb!;y~2v8 z(K9oBLi-2~oOm94MDzZvSvwQVGVt|qXUE#mnU<_q)}Ya>2KjW5i+~U5_KZd0IMK)* z5>M^F4!!srrTDR*Gtr{=k(a6~=F8t_uE8{gK5Br%OdS)w`dAibxq zEqNl!J&5CB4$wLMKKuAP{`N$`s%*{i(%RELl2@3d|IlUVD}6>Lwsm>U%?jPbeb@D* zpKBz8Ji>Xa)vS@$YFf7KlS@xg9>7>o7h+iOIT(jaEU}Cs^Mb!WOB$;Ki6z`ulr@sl z5e4z)KcCWC<9-{VsU_@>m+oQVs#t70Dv8fyZB|Y|tqvu#hoUxuhXxnBxzpcB`gthF zv@*#4~OQ&XJR%5Da)1mf_pI43}rSeD8Dm|Y_(+k%B>|ms3MYp&HuaoQQ zDWfti><%Yw-+J1eL={YWx%@QP0U@#jQccVN&>|aA==@t9cgoOBe%Z^ow!GQNxeCht z#Z@~SWOFS)`zleOp_BKdNN!T+tUA}=>)VLgbUAj!m=s>_Q6`%I^4OT$zW_eYynae$DGftTmFTj6RJh(HYOo4Z=Qo-p46}HGeR9!Smums~t0@ikGM&Ll_eF72J zJCiI1u3|h4r{sWm^G40YW#0&>nxULSmD%>9av!N*-gf7=t6Ox1ioOc^#miaL@a=1Q z)t?1VoIZh{y{&hLkvx7=SSXVbmD<_{&Yo9`mQ zuGAkcUKtA99h}u6WS>23cJW=GC+x(BdmGdeJ%fi1aqBW=nM$514?m=nV9_o<^{*b>)WWcAl zudI_B|60uoGuigX`5u6Y#BgVNBSIod%b-~X-Zi02<#dCo6N5elr@f(^k0WpmWx&)$ zLemJ-=p2z!+fxcIJX+cI>J(sVuUbJ}#wE}Q zg!afKQ!|ype*ySz@R>bdq>yC!mP4vrGtG?_Th%#=hF?#GWdg9P5bV^l*zP$3J3a61 z1bT^5kjQ-B+#1gC$174-Z`K&~ofxk*G#w3_y_0}(Luc*vSZ4b%am0QEZzk8v*v9d% zZK0F9r$~w6QW4F$2&yRP(MHS2>Ch-HzC~T))B@hWz|$AO=V%Z(k?oe6ZHLM9&xozHx$f_B<<<>3m6N0gEKNIL#&I zm;Ez41gV8{bxxvX%+0AJYpgkMq;&W$7e+Xcv{4^^8COUn(Kc_ofcWy3RTSKGu{^eE z3==&H+CBC3L3S4N|W55;Ez8gU5`<_-QJQ+<{P2>Va#Ke-2DdF1i>=1Iu4`3Z|Q`4pnLm^Z_Gdk z%Q%{k>M;))aNHMO(mx_AMO)z+)OC<#P|GJ8htix?amHP0%xT$S{M0nF=WrpqXh3UG zeEF`W?fGMP@zTy$MDj&SZYydTQp_q*}kGUz`yc zx3Qe@mbaJ?@-EGwDPck^6*JQ6_;=&5vPf8HJc4obut*!5>NQ0NIio-d-Xl0@;Tn;R>?`{yOi%gm7l%{<|LLk0W9#h2TWVe=QLot zIZ7j7Y%w!tL?7w17Fyw}XF&&}wGEkz%ed+y2v=hAH|N3laS=~{zuiTjnhe*Fv1SIV ztn6D&dbi}d4yy3qLd%1UO5Y&j~3Q+nBL zQ^41`cRw5>56*gXxM?DYt>5l5H^AO8@qsIf^csATCNh9F$xlANtucA|K7BfFx^>d{ zY3qN4(#%7JI0SX{>-8^7ZpTu(%CHT^KW3`l27MXb+T0jNtq>kOG9X>`@t|#f>RLZu z)DrTRQiq_-UgDH6S6C-KemRuQk0C7WdVT3_-|ieXjeE%h6Fs`e)HOTpuq!);&g;Mn zdPIRNejZuF9*@NiBoRvj*v;%|2=O#)GjuD!sE&fR`-N4p2=fwUg}1%?;j9q5GB_*b zs#fD4D}*#JUfo|UoS=XwVJwJ17%k#6Y;R5LdR?3&Ye$RmoU^uUds`WE7^_%hxX+OA z_Tl(H3xc@Z8$bJshRQxb>dK3q#8`*ZpC|7Xdt}W49du6 z)HLO-Q+TBn@<#{b{0|m%0#D$k9V-2Tj-@4jntUIb#or96ki8DPPNrB;VYfx9%$Ylm&%A`YWG znEht~l|x~cx_ON8oJVh1_{4C-L{H$WM>QQbOhjj~)lfi?G-$F}Q7nxiw{mJ<4Q2$bZ=;*f}=A1v}NBLlvTYVV}V;S(H;Pv?}u{9VxN5$SbGRiNdx8eb= zFtd373us~41-O*8xUr37EAiD>=t%W706TfdJ-;aWzVxpLZ|KPJ-93MA1N_DK&AVLR zhG}Y}?{Q|-3FUajq9wl>qq*SbsxWp8wP)uR%1ByQyU+K=g<#wfzT>LfPd&Fsdwk_{ zYMz$~nnfA)G|aUV2kuz46H|em=FN+zo}fmg6eEUQG?uOczuelm>@YovzWDf;eb^29$SMz z9{!JIm^)+Wm{*U{MErog^G-TzkT9xZFA^YZz&D51ip8m;*AQfUTYeS1A6fLURU8Hf z_s$hn>k4sLf!SJX9|BNGbUI-;EYV= zVlrclGrCvyWuG_txhgTWbY*s}mqBKQoZ6g&LdYCg?s&R$&V( zxJ-Q8UUd`L1DPgd&oKtog2CO$(dua)iOoxZ;-|-l$L`^AXhOx9m2jvP2@|(DGrAMW z`bfg)npeNitdc=D64%+c<(H#U!%Hc~P`g+B-@5WUKP%q}bjLdeSqHAoGrcHN7OyXtYqG>R z$kc8ZGi*U$IGZarW$yWZA7yvjthXPt7>JVw*@zsZ>VmEuDi+AL$=GPY%DbJ~P#&Nq zH9l8mSr0w`_Z_!i!Xmr$s0Un{(Z^CvKTADp=3S~FkevH)c1oDVZHqePI%2t|x&+WX zqb&Wu{blAlU)4}n2X}D@m}(zoae;drR3V$qBr@E&Xgf;ST=bV$sh6wtfbHY&P1Pk3 zDO|xUgK3g}ld&Y0_WZMC^8DLWhj!6!aR)oW{)YU@xjJ3OQWV9ecR0L$Hm~kxslXNU zUwG^K5Nc%7xm9BtVeu%?0NWnBQl*Y1@1?7|3ggkhDgn{US;>O&l$Z|+b}nA0rN1n~ zZCf?OivK~RhJHw=*5B}xZu38V02(>fasG|V-^Iw#4b7O$7!lmI#eYugUE25}x-RHu zmI^k^qiqY`(9nkOAV1gMHi%u{s<0N|VYQ=cuhbNLbhy-$DW>=OYrVlo_xY5TFLL7R zCl^Y~1uw1QsC?)}ZwjdL;Pn8!qwCYvw((Llk&_it&Nhrvck9*~4s2UfOF`p)Yw}72 z0wLE4*y0ITz(rPC`o0ko|EPAA+idIKs>)f0fS;{^)~?d)N{Rb6KOOhc1_K7(nU>P! z|Bi~z7YYea-{o)*cgZ%5-Py;67+}{td<0QgBWQt%%e$6#;T^rgY$NEf3SsXh)T(~E z5>xJj7)b*Ev{xl;O?-@E{*|`&E%*2H-=+q|p6k)?rnJMs^`Ox2@-NEGUkTDP#HL8pK*ci08_Td`|>nIbPK(J@*t0tVf^yRE>(``cdo>Nzw z$J6+llkEfag7v$90PKUXs8KV5-j9-s-LHOx)wOtf6e6Z}8d?;Zm37T`Le^rT1nuFw z-T&c8RsZZQQ$h=AcBK$ZyfAhb8F}k{KA4<-_1)FC(0Ab6x50>9*P@C({fP^{T({Wv zR&ir$FUmC{x=_W!Nbq%zAxs6bh$4oY>CN`6P!~syQhXXVh>kpb+=~Pg97EJ8tOYkG z>|y2;(}{INWqDnFIKK#z%rKH_OX;1_^_3`i=Y*{9j=w23Jd8=N1mC=wg*HODJ*6gkM|hF~Gh8CI%11T?@Ga@Z>oUo%_^# zURHm8@}c|dAw`tdo|iB?{MS-hz9T8jiy+vcwyS~b2&iwN-k9HI{?@Hjg7Q%Obe%+m zs}2d)bQ{c4|G%=+Gt5y(oX>Iczuufhv?& z{7lpi38aGS4FnI=DM4Oc%9@@F@I~K^=9TUU=W*QDdw0#@UoC-2!i`;zY%z#f>cS(b z<+1hc)LfB#4+fXR%?GXmH=)!(3Rc}^I8L3)_J~rQAfc4u>Dti>)GX+XAS7mV=BiJ1 z&$lVk#OlYFy6UW-i+__xkvgou03qnB6o+wlywsrr4_l z(f36_zup2Lyk)4-<^{-7XO** zMUyTw&nDW=k?GX#QR5b6xP^^1qHwcUu>7}_S!kOGJl@A4kS;rfU|-OQI7G!VFu5dc zV#6h^Pc((;6jSk)aUSOP_Qt-!6QWbBtU=ZKW<_3EkR&Poe#V7U=4!IG;8Cxxp&z~B zt_IQ7F+rs2o@okJDbYV@RNq=p^=K_!xy|Nr#4VdzYSk)(Y zH;ucRUOPi24&C@w?3_>eC%^T2t$G_&7)=~iug6*E|C1L5C+`aPRqs(XPpGsNy-^gN zYkFfPjp{VbG0{_N*7SOr9>Rh7a`EuxsrT$8#iiLHj8_D~X~NsYwor44l(i6SSA63( zLM}V%aZsSOV$1H0?NXpSZ-+1Bqgsc4cj;yJLolBo?#kKo+L$0Cf%wVY_C1h-1BbjL z@Zd*yB}v)~?)S?WuA8eP-*}9xa#Y^Yk-1|g#AprI(gLG?8TzT7l-vamS{M|_ul)o6Z~T zXrXdU8c$8X!|pTdTs%f7q#6fAJ<`ss2lKMYP%8F}$R8xw`H=J3s$0?}l~>WHu5+Ky zJE~^?)Mo9X|M;{IfP$b=uAU_qc`Qj4H(xBcT7|7;o^H<7!w8i-lB)br$HcTgp%T-axl<;Ze zYN1rtwfY&Dur~L16ff}x#-q|UeCAWcwpQ{nN1duTkxBY4_i|2~BThrSe-?CJtXsCy z#Qpv7^vv$2q@pLTD9J2Boilp|9tlav-wTf_pKs<|g&)gw^-O*!sQK{Up?b_;@xR_w z4p<^k>b;tNa!|U|YDjD~CS0PQ>2-w;$TRUKriRJY7U3z;7?`gfo2OTU| zZ;0<;!ogA@V~-t1qh4bAZ12t@!_T`DJ(s8-4Ugp%pPyJSlqMDjE-7-GjIt#Q#^Cpu z@#`a2@4S!rbuH!dW+UnZQf*=9zb}D@Q=o&=t%Sc9YXLC$dhx)pX`$r`b1QhG-Yz<&Qe#C>dOstcxP{rx>PuzU}vP#j8%%kaUvS2~vWylX6+-!m9azhLG5RuBg?g(&&hk^&JN>58XxijlZnw((W{s4| z;a$96zs%Pc4%7b;*B=g z8K~4BKdiHM&hk?f7uloC*u@;}5m4LGy%JWpa=KTaRykx?-U}69{RZ(Hgx!GRZ~C0B zU!VF3xRkf^fDMH8K~@sCzw2a9(XW|e*R_~{Q040Sl{+<50p#%KQ!r?niUjTq>#(F- znMWeR3>EHB0|74UB${+VH7Ui0<474+aY{Y{c|Itlki%-c{JrEW7rX-#f^+V@YIjxT zpZyVHajgCIc|Mh^m2?o;fz^RUZFJGg)>uX@KE;tM3EAfk`>3j+R}ePmr?L8VnAzpO zM)j_k(*hEe`xZ0xf9H?;fuQ&sVtaw9a5ev4LibtpH#Mf&S~l#3_??wR5{q_+T7g5b zi5Y+wuitIndv!9kv}H>5jq^W2$Q?5G)4qvpOP0&_%FLYzNJKq{UaIhZ?P#@e$gw37ZgX z$Al;XBFSYr)q#Jbo99I*TfI~T;ivl}CfL}_t8}u>_Cw#ncZNV=MuKV`G<-@$zRE5J zf_}+;;Gfc?lkAPf#@VxiBE1Y&w!?*4L{cDf7|4v7)G&?JVPiK4U3m38X6)8P@I@5& zPQd#9cjGvkw~}?u;il4u1iYa{dDoUZt0m}vzOKm1hny%x1m&95fPlqf3$SJ4D*p?T=J2Bxl( z0mC`J@j&&<^HpS6+&o@&FVfHH*OHM15m~Ig_ddmzoLmr{2gsU66Gb_0rWShthgmmM z&PH)73*(l_!j>h6^~7zt?5l-en7jG&r&AYP{0YiS-!)Q4QhUA)GMGzp#mVFFPb zvs(GFJ8E`Rm&b0^WB&~V^Ks0eO4t6)3C{u_yJw?XxbOc&U6ezKz5|!r6LZ#3)j6W6 zzDh{&60Wl4dwTPLGRM9iK?#mZ|NrM2zssI;dB>e+*+ufhNXXVTrTIXZH|W_%v#SGd z`Qb0fp5Iq5WDS-F0f!G0_x&k;h;6~UV{~~$Q+TP*&2YERKae1sV>XgG@A2C={L-P# zMpuc7_lN#^3c=(Ba7*p9=r)o25kVZWuWeVDc%4J|p8W@|z&JYg2s%bsq=bnnBgJS_ zDg`LbPDPW50|KfZDtK^0c-a2^F##?ZLNI1}_J)*$q(BTdSf00fY(vceTUY8aaspve z;|qM229+L8A0x7`)znJ{J+=eY4o>tZqiRDU)baV_;*ETDlA2QPqSAm5L248BaqPeU zd-YwurbejU|VV6pq(P!?Bt4a#YrVW1`zUam;5D>qmr47_2Xx%cOMmUOt*mTtqMLdS%VgEvlxJ?hAff!G z&NxS8yo3~6I&~b^C3j@9VTQ4q%q|_pR7lH@x>7Q2gY%sDsi-; zyrN2KN3ketr=u-%yn8ipSzIQ>z;?C4ZyJTPmGbQ=@XhjsD>nQH#muQ6)@xw+81QY% zlA@ux9`2^2BS*=aMl&tv7BjxIPcx}1V+moRMNFUe(~Q)-Rau-m_U^(j2w6aS!M4Q7 zYDlh&xyNG?>6fQt@r}w&XKdL<)oZcf<>x6%#Cgy$-c_*I9}+m07J)SN^}_w#zT z=PanL1uK(2s-g)~Ym5DD3hiM61`7DDO}M}gQH`|n<(R}evxpsaE!0;5SrXYb4yio_ z*U2HGx2eP>Y?<#CXQmj;2Vjdb_mk5qe$=w}2wMrmguX=n`<2%`P^T<95f0n*4j#hb zi!9mIX%&9ZLB(Lp${UV88CEnf;0AKp)V&=D`J^^;Pt zKw!fCh22|2gJ>MJDlP#p)5k63)C5NKQS(X!nVhLh0yPtz2Xc?d2HyApcaI(UIcy6$3A&s?_k@Y8hjq*;K@HTr2q}341d^j^Zo&2k^d4$Wm*Z! zKE7Bz6-m60hc_Y~t&$>px=jdKfJYVB%FcB8Tp=%>JDWbAP3wzO*|-T9#$?n7kczE% z-4*f8(0;vbZXVnUv+y}SPq7_d>-5K)ovrQGuz%X81z0LG79@W8N7lR#R%r!BNqcqj;#v50Uc3C2PIOmDNAd7)E;m8n z)=FsG(e4}a;AnDs>bKLprm3W+PvmQ$vmIqVis~XvrHUEEH-4~R3_g0kW}V0Y+H$fZ z<+5J-&`i3vca5yHe6`Cec`exD;y~W!^4ACA`$VGlm6g@Ma1#97_p%T2vp0FMo9q>3 zSk^^$+G|y}SIkL8>6S5$fAw;>g|S_)=2o3sn_CgO=iW0~g-WeXTSw0NF@Q`}Z@fB- z-ckOSb^0_#-@{GyfRgST!vea@)?VS^Gv@-j#_qHN8@-wsuf<~$_`wPn=oBsQVa;6SXTKotPATn=uYGH8m){M5Z8>&33GRVZLNL?borYIO6Lgf?A(e$?EA2by!k%26FX9Wl4nO3%+1j!9;w6O zj>6o4PZ!(#=ZhBoPf(%X8r7K|?1sa?h9yy^Aa1C?dqUXkf+YunXS5L3I@{$Hj!VGt z9m`krub|tN^5e(Esuy!`ry_}7G^$@ z+L*xS8k8yd*VmW$v#Z37=F8!&58l2ftv9z*&k*QHh7j=J<>0I%7Ps`}j?133DUM1g zgb`FehNE>ka}~wH2N_M%s{OQT>1P@p&Ngw+Uu3<$fe#py&3vbL9`op8Tv>6a{sYlS z_7=@C>0B&~PWo1#h(bEB&TvM&@M*$aZC6kn9u6D_>>KFg>Qkoe^8i5OyQ15 zl3g@JBf+l{_cC{9mr5N+!kM^BS};W?(*5HW9x|5s`}{vNMJpe06>Zx_67Fjf?szIr ztNQ&aCyfh?JH|B-bcW0Lzv)_q5LVL=@d99D7o(`mQfZZ3&@;mNZr%Xf;;>pvdZ;Tt z`Lb=vBQ^IkL{CUWOUqV=Oj=YTn(^JyNE_1TH7RWF0S zmvCvcqxw2XGdF{A9JcHxfl!D)dMP+E36SS{RQM6AWG?Uld3C$tmi~BxM#WIsl|CbyAEHv+rpE z;+}yGkdn0IZx_5`8gXx|0$J`QzhpAqjeca!cK=HcYzO7;u?3Fn6#aY4`Ef z3QM)&car2{)3}eq3MIq5Qj>}ZCk`p``~Txx_+3^d$XW7ri)d!-TI=eT9*iC=l)e5A zYv^%`f1QmHFa%>V$P9?Q2IuV3{`8G3rp|u&@jt4DAIQH?nO^7bZ_AS1VkIi2Kpc|r zoMYvI7{y|VGLk!c?{{h4)k&^~cl%FD5sC_BH_1svs6xT22MJmqy>m+@9pyS^7EnGgfKI3TYL_#UPPDcKb@jB+8+CzqLQ&hOJB9gfk($fsv)PZ$(T6 z(+*UWgA*5ncS29TkZg_rKyEtCuEW7Lt+HQY08;{OB9|AZ`pOWJrH2E7r27O;y$1XN z9WS+w<%#-mu`74%h|7S8sW*jD&av5BxZ?|U;oe>-SH8_<1oK}gm;dk5rDECv;Ak4| z--Vg278m!U@01Esi;O0=r2kEqvTpguxOhL#ZE6MAmz@_y#jo#ZX^Tw02i$6!rv>C* zzZxwiaws4D$~1w@sU%3s2(SSau0-MgYV5-2A!bcdHvGYQ9U@HrL8Y}-{P?fP|tLvtKOv&Nc^U^iWL>ca@D z$%!C!`S9Q{cM~RmQK^q#Q_WT(KEr3=Nu5=QdqI=l(^o@Fbf(Ie@#jpBa+Qog%zxY9 z-?^Zy$=EOi46lh|5S$MZD@&r6t7iOC+gNDwVglV36#U%-0z@qt{$4*{;JCDr=t?Pj zCv!R!xsS*zM$>rKXz?yUUP7)n5vrRiXu@wei`^F{{U0TM&75lxkLda{Xp?_Y7sljl zvgMoSUfW13P(xI0!g+G;^_43d7?U{WZ~y9uv)#j#vkHrOI<}v!C8-(5@m>oBAO7;$ zhw;|JlCC^m+o^j_1JA*_^N13&8QJd;hy)le)^f>sS-h@PT<(#S*{Un;f}4O9b^iVP z*HuppuIUdq3lR^p6D>J~_9Rb!@|$WuH8x0OEjld3-i58qHVfGOthyIy#DTO+^i zxm2ktyu@T4%K{s9`){&Z{C&mMc+0+k*j0XPi2>|?6g-3GxLJ2mlj=HTU@XWs&MS^$ z6;mUw+gD@0A()2%w8$z}d*F1>_~-$D@y-4j19%=$@XV(PWK{KLljeOYkW2X$7G6}H zu-16gmgN}_(pEOKeYZv<7}mH(yaBU4y<|I4ng4R%V*A+I(DE6<)esBps-y{nI1dng zbEJ3l=z|sN@yy^R?Yr6?p&61@EY=LyhYcHXxOqqwX3WuS)fHzwUfj?ietztIm&5)Z zwxHM4O(8mOciCN^KR;LReCN!Zch%Wl8lszl}T=Vzi}tW#!91)c)qiq30QKCA-j=v<)XFhk@A zUpbNUo`an>Q-KKSQetiIbL%jP9@1Hz@E0aa<{hO1-vV$W^A2Om z7P2A_>#y%8C~r+^cl}(+pTb;lxs7zr3$ubTdlBpJj?xorTgp>&3j~$dG(kGX$H_hh z%z-^e3>Foaf@3;<2jXc`I*2zbRj5g?qFyT|d{EsV-Bsp#4KWRqx$he z=w0)eA!2-C_j36BlRh+>%naQ_J z>DB9WxgPS0MCY=bpCP#ASMFBs#J6j`2zG|Ql?0u>_Gk9p`I^^CN`^HVU{cR$(z8Dp zehcQcFINtQ-2pI$dm&Ko5G$qTf8Jp!LV2oBY;|8Jg>p+;t2u!n9COf-!KDj@o~=}y zA!;x{?Jq@x>6F47op5xrW8*_8*YpNn6WCyNqH^BU+h`I|FiJ7#? z?*W_Q_IPiUz>Y()Y?9Z#$-_2Y0(Y)XT~lYL@0_mvR{DFxS4t5YrYU^bcJ zbMoqr7x3Azrnih3r#7Q)G4WW4dic2JgN_--%kH(WvKp+TCb;F?@dxW6aXJJURZz)- z%iF!c^A5B_@0NlB{Y!gVwR83X7(H!DEn?Az)lwRi@d@XBp#GVq=&H9GG8m?${bwex z!Km3*eCy+Oavhux2m_Fa-8qB-h%<%8GKSRtU9f{+y!id~kTfPp$n6KH*Qs?rF55^$dA(&&2X|VPW2bZ@uZR zjdLiw3}#mbft8;R-J7c6Ltv>h@1;cgx!2X7Dk`Z{jP9QUC|wIL1sIlsqk7Mia3%K~ zvSrPV^UY#@9yntNPF?&-Vsa$h8{ODE?fOK;eyz$a`72Zs4l{@py%^oe>HHi6IWS8D z8Bp8)p)<-FcOrk*#3GGk2;hjO&>?zowaI}AXmJ0o6^uLU@bbOeTm5L^@HB8pM3STQ z%ye#OA)tF8`|qrS352$Kipfljl?O zG^RH)FIq3W3#W4&wt&RYXdg;JQtMH+;hRVaKBlu_f2k{{ORuH0e@n>~e^0An<-^rd zGAh0WI=o&EJ>k6r$|6)63i(c~s)@CI7(&fdL;FN2Aj`M2`+8R+Gl>m6vCr9^QNykh zsNUK+Tz+T_HB#zK(}>4#uZaIEbc6rG)H$#BBL+ z3}IU`2Lz24;>KePt*tgUhNMAPc|hP(nTn+4YP)>`%5!6j3=x6Be+Cne`xX#rC>jqV zK-K_aJ`elpd8gI{P2ITM;0oPIouOJoe;*aQkjJ z0JjEn0{e%ub3S6~3bZhgnNpI}x(Ib-oFQO>T5c>m3T`0#XIf>$J4OYlDPpS(KLS&{AQl z`!1}LTV{GAhc_5Q(HsV&5%(a|Tk3m6Gd1)ymTJDMyY^S<%=b`CM}hcejv5E%DYjaJ z$${K{Al@H)xmApmW+arBjJ9i8#qfW(Q=uz$_^WbFSlUdu+=#LgH01Vcj?g&9`1>%{ zr#M^G#PUhW-`I{q8QmTU($cnL_&I1FttJpe ze7xOgXoKoJLHF5yS-o*%oz%v=Qg-6EOL7ururRzY_~%~6S;N~PqyX#;`>!{n)gD4Q z_RjE}iFSfAc~Ka3?T_Xh%bkBYb^qk;EJ{?3>-c>XZ6#R}5xBWM@pSR<5=4&~=>|4&ZWj zF{S>@rH$qV?|%0`TS%$lif3(lFHcjZTBfK+m=&mpBDmWuYA6JvdEGKzCI^(B=C5is z97}(Hu)c*p8v7SKiK-RDWpEesTca1WUVh6r&I$Rn&g7}EZ zi_L84?j7C)W2Rq#5b>(Qpm)>5mATv?ymnsShf+T=a5Ex*pTf%xO#U5}L2FdEJbkR6 zei{E!_?8>RfYR|O;z=y-d?RPV{4VFB)AjxGm-) zzm)RalV)OpZ;kyfHAw~c4-pn)FD8_ezWi{~CJ~%L(y!_p&qm=505J}87pfVM3cFb` zKs?#~v0Cq8SqEMZQ`i$HEmw6y6V3sDD8!{4vufc;2HapJ{DSx|FUBqkfe)iGwe*XH z)h6Wc*wJ92fIa-BvJ$#8?vNDST{nZ}74=}+`z$q(`_zs)0yS|ysrtRQq?VlK|rdCJ2G4hvJBNBTWXrJ+#90(Z2Zr|H^S(nUh)wxfeV^`d)8dsbl1h_Y^vpAG7 zKrXcQn1>yUhm#%ag}b?d`XE53!~{S)bio=j7|dGt=??P(1oN|t$6ItAdqB9}@v@xt z6YZ7j%kan79cS5*b{cWY9W+X|xWD~I7)&X@Z=gHq5dZ$3v}t#wr?sb#3V88e!%e5V z5AITU!#w}{&^g~)weat!51))V;?4Bv1)F0eSR-kg-NWY=ZM)O5DJo$)=Zp%Of~ry$ zDCY2O;Me}*QbVFjgRPpDQ%n}Bss?amqS5#RpRRg{GD3UC7rF2FyHvEHLe#LLq&2LG zHk}SZ<~Ed2Uw2Il4PkYuR4h|zFfJ0{otLD#bpOyDHY{|88gV$QHB4xicwLs|o67Gs z*y=mK07Do!naOxc*$AkIu+Yo5$phfiHdz+~zeXpOa(~_){Z^}*VMg?AfH>%KQ^|ks zg{$72eMOJ#`g1Km$IcFKMYtsH%T0eC?m;&Srn1h8G#Mv}daymq^yUlfTK(+i#VKMA zcMm6Zv&J%12(S4~a?vz`4qu|Qh*?3RF`K;)#d@9W!W24Fz68NXt#yG;N0oQmVw^5C z05!B$?B&j>KT^E<{KzZ)fbvQPftzXaGoo<~K#E1VRs0p1dn$;8n0{#*=Ks}yXXH?x z27NQt(~!!Y_GcF?)t9buO9u}&e(^__*-mDc3^RAS7y?d}GF71_?xQn4Xm6tcIU0e{ zWBGZ=mDT%o*nW=&@6B3V@-!BZ3nz!FAirfvkM#D50!uS&2mUZ zrde>CLfig94korO(7rqYZvxIXPvKVPW^X-8<$wE-n{{YXSzSp3Jh7SCdBv?`FBi~S2#hDyor{Q`hCUC z^D)0}=xQ>{eLU4(fb@lp5^go)@O>!qJ*2tdIz|y?Z-?4NlX1C~h6B1lr<=*D71_fM z6X9U{n6g!EMYzW#HL~-?0nzVAp>fujz3T`|x2N!%5%M#Q2H5ol&9quEEeM%?EFY_? zog2;ggfvz#t+2{VFcqlTuTqAr|H?D^r2-vcvA}(pA&~P!3M=c#W82Y>W%WzhNqjYMD~p}{5B*nh4Vb$rl7YJA zRQ-Q6U4>ti-`5nCZjmk#1Zj|N73q@h?(PMaZUq4m>26rMyQRBhfhE4MboUCpyZC$m zfcx3KPuyqD%$zx``fRFRf`51Gn@u1fMTg0PU_Q-Xq15Yjb`yuM?u*2NEnASiUB$HK z?H^YA>&KO}=bwP5f5pm5g0ZZtQ(`e7=U)H!Wq)(3weI!FT<9PRd!2mGR2Thm4eXuO z#hq7L$E-F&IQ?_$z3+p|isRAf(0r&NKo^_s?8#qy)rGsg+S@XZLMYdLi`_MqW)tt8})x5fm#<>J>+dkI3caQ=1Cl9s*P_k&OIaN%L$z;M$L} zp;y&1GS~Hx7y5dp|1vm+*34xL8t+EY_R_DD&&}-Lp=5@yqp1g(zY zXc4uQy==uuk8!NHy5Vx&^d;-hv&n7s^l&+U?x8yrk2_ai)_)%;A&@Uo4b3!XtZj)9 zfxd$+x|wOGtpm%jU^!1r@Mk;`RPEDh-gqih`Sy0+F3YbO_pKoTE4vZgu$EnYHGu`SE_XNiCDP`(LwFDiMbH+#ZupSmpb1 zWmZA^T5BF6CwF=Ssc_J7_I+D(yvnxNMWM1aAKp_bw*mo<-4dS1a?P9mvV0F9llJtsA28 zHgi$(flbHBVgDtihPe?s^J^#L(!=ihY&o>;j6 zRizWV%6v@GN7!(_pObIcNpUs|{OKHvcB!;#>}Jame6*yr94 z9kc!I?I*#HW!l?+JS0%f`_GX+>=soMLcBX!&CA|C=?CbXp^BrGNtuZ#lh{BNV=uI| z?4T1;j4hL5{aX1KIq`-zD5b;7-lhne$wrlas2eDI(A> zQ!7;u_Sb7_$oB(^;S7SxfCTJ?DaE_h{ft#fWA|jL-hUq23S`9&4xTKRkPDi4erYzz z8oT#K-Al0dI(2|V5e>fgM-lc`+=W!^(}EtxI~OaJ�}T9YR!db3ox>KUR;QfroIx z-p@57e3V{KJ3C$O;%5d^UWm8m%{WdiXKWMje8DUzxN7dP%#9>0sv z=I|WHg?b@!CE$F<*D5-P!2RZrB)z>y2}mVCqYj1R{2CjmAX6EtQL8}4S01#CgsMwi zTNv}0eSgh1gsL2%@HA8f@)vI~MTM9UvdSC}BHP~%w&n)!HCjhmXy9F_pm4E6w3LIa zu=*n(vb-KyhYy|IgeaiG1PO=(@SB}uJZqaWp+l!SFXYi(af$zm8Dr3P;rDYh+rX_+W!It;PUk+N4Ej(x z)oq&_;O{L3+-1x37{6o4PakD!bdqGBSj6AttSxR@vuv1H*7}jJCP}bjIyd}Z<9Y#l zA3JM=)F_=!_~!=_P|913tJy=tTzp0DKmR0J0b>qg(y%6D*IbH)^gjyqQn9acdUS$T z!FJ=b9^tRCMEwf%S}{`YQh%}U(IU~tu_J6(GQA>QhcjEq;O7j`}UmsqH@ zuJ$Thc;Eb&d+ksy-TX^}q+dttqW3Z%gjaB`?p(S0qAJ|s-#3$#@B;hjl!Ef+Icb@M zvtz33xrX%Ke`CEsbG;a}^JVe*rT!xKv&DN|D#2^352VU9sH55qZxF9DFHU{^cXnuf zx()xN>Tzz_D2@l&TwNXW*U7}oouAdA<)5Alu^trr1s7uzz=E67o1doLI=`{wh7vMH zk9aav=_!Y?U2$3Q4`&}9R_;ux|JCCo6~?8jXRkYFEdboFEdTE>N_96TH>olz8@K3E zW-ZA?+Cj`ocg>$0hmLnekwfTDbF`C%N>BM;U1jhu-$~gH#iUq$F^#IQ?K!Qu!A1-; z9nS*}JGiwFgP4SU7h^#BqZyi2G|Kl<-`XrFqA?#QkJ;%o0gMZj!ux0U;rSe%z# z(UKI96VH@*XW^s%A4lRWSZCyi^Wp65*un)j_B|&bZsx5iwP1=${R4Quq1vaQ{V72_ zbp@M|+mT%Mj)T=lJKrPT%M2Z0d)C@FR7cV$K`z)vu->aKBg=aH`Lf6IVIe&1`0q)! zA#UuW7BwQR<Ohhu4Xf>r9&;+p}VwM(l5ewcN6zC+1Uu9{;Sc}qC8{d-90 zp49%e6!Xo)6o#ly_xvqb^ZJ((qD(5ju6gCoWFPo!y%*J16+?|nt@`ex`&+P@p5omF3T>{X&`uiV!=4_A2wJYkfHhYeZKzfOi{W2UyUdwv;-ehkh>IJ;>R@i(37DlWC{4ct$LM;M#wTc z8lQjuZ74&RxdG73rW4g%(al{oLgL*a0hb*e1C!>3yk@U)D+Go2PO7I%5QK{o^{dPB zc{aQzS#jL1xcb1AjmgtGquRX%n}bjJObs(zB@w&@`SmxxS$>{V)UA8O>_Tl%;pKXq zU+dXC1c@3wB3_wfX}_UA{AthP?v@&A(>FRE+6@pIlEg!@>4z|?5m^qh)pDzyH7YkA zyaN&;56=ysA~*)PM)Glm$zc#!_>=0}p*`p=aKB((*GY3pG-}BC0Nq%dbC*mL^F0(6 zGPE5|7kyet7mf8a@}Y2#CP2FcAiUI+8fd3EqA;W96DJR!kSOSm2_I?_@_jgdVWj?W zQtwLSvw4LK1wK8D|2wU?IpS^k4(#wS`J05E?BI|u&+9OIKaji{9W4#YSZUbXG9PeO^$(~fN!h6n{n44FRu6ECi} z6-}2-B5N5Fx=saGL|pQOLYi1bQMkZGYT*3F04id;RCq|jfA~Z&icw>2vF86;uljd! z!#&`r41RvIq+O>(%>K5iyCh}J(;hVqH(xPbDL$ve3$8+wt_FVVUx=sB^=;R}SkJfc zcvM|Eg3J3OLqUk81?8@2MwuwI&F>XB(d74mIr1GxufFS`>LjC-6;Oq?o?df*v%znI z4fDrHeTo~`;6h{&<=wI}rw**@g?FR(8E9(FNtJS!zf|tT(BW$Alw+d5*lGF1F|cJm z|EBDG*gZngOuIBDWw<=iW;MI)AD6jL@NO!YoYt;>k&_f<)NW>WR;cT$o~N1H)wV&e zu;>$SMW#c(fh|1VJv~w&9+w|=pkl8HVb6x+S2D|Qzoa#rO=`~BIP#=iDT?87|!_R2iX19#GIje_OT*nU3s=^p8BVqt}qYx{82o^Vi~BvU}n$Mg$Sq65Aov9|e*b8`n>;t**5OE0OERu8t2B)2& zVJ6~>rMt#f`Yht^bK*3Ey*ct$sU)c!FVkxYyDV7mtBc#{ML+Y2+)!RyTBicF+ z?d@5$p`H2B3m?2W8DoarLPN!Q9v)(In~RG z(-HT_nwx$3r{xHhBmmQn=HJni#ALlkOL5u?-fUQ^k0w1wE55SbU%V!RTn=0LgfJj??VJ!nS7=8;hrK+Qa87 zF35mNxeQ`_B!ue;5AHwb!tpdnH7m94@-qOwoY&#b!`*&yFE=0GW;2Zp_Fk2Vzp!Jo z%*<5}IG=}-jlbIcRWl;x(JY0X{T_$cV9!hPHuh-{YRC29c^K`8Z5d|CQjDy*SZ}Gr zi#mly!<;e?#`1E!f*LHB6*E@d$ZcX54hK5vIk3Oj>nrJ=#^m59fY+T2JELb>G3{1K zFy3`HVb99L9H8%*{c#McRkIfVRzU9;7GLW} z$(s6()#708;;dSyJur*x`U}rU^y{X_?bS|__~@+0z3>><@AJ*wb2QsK_7$^#6gzlT z0}L&iYW%>#``)#gB^s}(do8)5PA zvjF7r+I1!9(i~M5$7qELl%p!G>A)b{MtW z;Ku=QdJOSX9`DP2lRWs!32`{XxLIA8DVmdr3f#yNs~Z86EraG)Dhfju_$;33*W|cA zOZ!h_(Oe*jC~B~Lb2GQ*Z&bWb+P6Q$^z-k%hx=zVT1v01_Z8dUq-F)ub|2!+&joO9 zZr>}*ckurw`L~{(d55^)>+m8Su|vw&wNq7dt!s|jdTN!s0e4m`j@N!Aa^Gl29F07P zXN&GpcPHP)(F&Y7;)eYl|Mbhlh9?ewKEUJUYsPH!i2T^$dsoU+uG%zlR?G>S zN?M4Bk%ig_G>qM_<&kVW(gS|9C!}NxVW2cs+<``)IWLs@c5tV32Xu&Ul~qR zq;Kb_-67XHH_SbVacsoJJx+?}RZrMqFOSZm4|~95&24^+>wRv_IR#|CUjPnD{MR22 z!Kb2oV`UR|8X-Q(OHGBt0bzjPEW?;XqWpD^o>TXV~t= zJzC_t|CFO^J6_rBkss6#EDOTJt@aR}5QX~>{Em=37S0i*jofF2nzS5X5l{ECL5cTk zyn!FlqSo;ut7qny0y+fFm9u=`?%cnpxC+j~afGoO-1Kl!KQ3b`!AY>pbuTx!3g!BC zn&eb7s+I-SPK{7=Gz!FGNz0 z6?r}Nnl<(!e%+SAzCxcbvM2R|8fFyrx6Ob2K)%Ly);gDJp8a&vuO{~15dlz!RY#Xb zR&0~w-c(=Cco7=Z7O@;wWfQ}sF$QERwDVhL92^ZaIUhck{bF}{&WNe}*Iqbf{cr4V zbumkR=!-opKZbEb)$))^ge&L$rFL(%${xd1whfX@=+Dis@hht6T8 z4_6x2TL0c2N5^ZLHsYY4eaICi>2~jTE_2IXe*%er+?2Lbdf)jpBVX&OQjG7;> zH0qk*ihyA9!;vJv!xT+%V&pfzk{WQ`9%jjqYM!TXu7i5ZZ~-#73BTM6LsRHXx}+7- zeL(`fbXthSr9{_>?TUT!VR%dnvybcn1QMc+bxS}VABdp9#LS`vOkZp+itcD@l24B8 z{gU6Jq!e;4Sv5SQH>tTZrRJn4?&P0`)JotBaZ0p8vCNCeTgk;`*zXMJAirl zo-zwZJye4cjOt$=Y8TQeN=OEi6O@$fLufUlEv<$}?wcF%bWhN9$gsSYR9NRzX1ncmLLa-F}bbB?A7Egcct1&i`N@vldh(wYuoeZRl2q@VPV%nWMUz~m?o ziY7iC$Xd>b=V5uhBAsP?s2qMJ85f=1FXOgc&9UY)>FU3z@*QD+jy&=74ae=T@A%oy zCidWuG29+D4WhTzGp3Z&6K_nQEDQukS>x4or*i{!1&ZzMAAkuW&XJCJqI8exMLkO?(=8J zrJKC|XmxNdLtjWgY4a%ZaME-Wd(hj$Js7b!b=k)`rhEefCQOYRif||6UY=+kF?(Y7 zoUW~z8l~K#A;*1q0PRf5z5Yl`rW9=FHu-9j^yzEY5TtD{)g#!tub3}GGFmQdouHBz zq}}y{Gq|#OoDxSyti3>?rEFmKxY++0kzZu+xIlUkkCqtALURj!wr@!wSm+Pl3k#8FBb z2MVZyb#R2;rtDyF{p)boL#@6FS=X}uS{ds{*LzztM-pXg+uE>k{9-m-a2681j@kY>>9>RlyimX@~CAx;L*w6D`h&MA z7uK?Y%?l{>oa1fkUTnBBbrVVEK+g?D?e53I7w~6awdndF(W;z(eGwzUnXRe*=5^pVG5q)T8tI`AWJcpbjOoIZfhPkd=2iHNOLW>=`cg zJ^s=I8ni+{3o&B&`?-`dr%!XL?Dq(8^%h7%6r~KO%LQDb6xe$Go(GWLM4S%q_kLZ? z3T1U#eK(d=dM`8#W4_;cVztHC?!SwaCo)a;ty!sFv~_){T0|bJb!RvPULN!wXth%< z#+B;=h*KSr&c#Gm5R-+`&!rd|h>5Jq^Yfo!f221DXtHbSB?EiEq|t!nc`WwysXgK& zTD&P8H~1c>&%QiyrT%%zga)Upz^I6!jUacxywENY6^Uta%hxRtR=Sh|>q>a^zb2J8 zd4<42q=h?d9KZ63M($wD69Gx}T%%KgBBV%_^hh1sQC=*gbsMCzfAvlHp&f;p`ooow zS#%D(uz2pgeNLTrE&n8GZGz}@8Udzu^n-2StH6pM`pYX}5Pa-h)UNhz$>rAOk9O!_ zTi44g`XPZ2oNsA2sm)C3o(frI^P&XHj-g#8Bh8HcFs~nJ& zs~Osyh#Pi%FY|?aX>O_WME@1QsAE)`ldI{6@~?P^c0FNQ2g~F>TRaWdyPLd@|G82U z2-HdR%dlQ5Y#2dBZNA^vMK3@SXb}x8e{ONpdL>VDt^-U)UQpk(+MN-i)?^niT9xgu zCbGxt*iWPn&oab}Zk`ijEv4L`#oQPR`crIxc;ranbBxZpX1J94Bxi*huwVGV^ykAICc9MiQ%q0H+BiDC*HOmH&K-}P_smdbr%W#)9yv$gSDwQ6*j1ui zCdh=uV0%4Ho$wQxUT({-UhAa@6V$%QMrvb$#5w5f`L`=q+%HHLZT{yMjP8hZApc`+ zdzD~5yJsNBlF0(uGl7Z>YQoH!qp_l6 z|2Yf{(DB<#4e4qh?fF-&OfyL9m{JYrQJ^(A`b4)FZDU!V;9)K5jpp>$V6N6s=9>Rd z;{5Tz8U|BNQa-$-Nd?W-)+0)8aHfg^BU_05Pt))u@H#e(+`%O?TA!sh z(!KAd`z*}uc0xjV_f3j!n+)%4(b`T!e{wAUN0n(0#N=WBnd~7;;`B&Mira2mc5bfW zzA>dTzd8JHBW14TaJ|>G`n_1!wx>RK_CC-%l{5C?r>6tZkz)!>n#iX`D-Vw8nReL0Ku`0?@ebg_@ zUaaXW`Mc#Ox#I!B3L26J)D|ba2IsjOh6yl)*YY^WD~h+`sJl*J`;&Zgy^(O1x1!Jr zcw4{plNRR0ZE5j;q@gAT%l~+05j4r`K?hd#lqJM+uOGX)&mihHuzv7d+*7Jnr&^?A}d)M&-sTGI#cM#w<@KDS!n znMuvu?dK1XySWB|iCb|;slu6i=RBZvny1E(==WNVt*yL-(hGz-jge$^eX09l&T*Q{(_4YAZ(8~8+2Rk9`#2r1_c%#qMEqVo+u3q0U z4VMc{2pECJrSF}-au9AF?~Xpye_lKl%Fe`i7vs6M;>A#X%`7a@uZeC} zOsSv-eWpB#FU($~WRnVbV^BxRIA)qjW}n6^3iX-?Et?h13oN{8%DOYm_N-i<*rlYt z@vtj>ap4zP(H{)$n7{6zm@Y2yH_*37kqC>Gh{ZQB`e~9j3F~f9uy0=%wH44WGAb)| zqYYzTiApTb6=Ov(>w4IN5bRo^@Ti#gvU= zQyfzts6)hB_fGfB3pL?zZ{w?K8h+Fu>yeulkltTA47x;+ z!8<3P`~J`OCwXF?v(WW_>&|$5+bUgBTkpE9`bk0I1GhTC1$}*rf;VRaBtfLAq1e$) z=mj&@8Pu4UNE5_5WK3Sm{1^|fL?Qtm`&)L1xXVXi_6N_2_=r;)t92nA^57jb@fjmG z+!C$a=KM%VkUhI*smo?f40qC|7_SBt&N-!7BJz2o=~m7Q_%rWB5k)BHPpqdh^6=;KPDhfCc8eAy{g_d z=4RPNT4NSxsH$X@$Y@ooZZbQMy(ZICOMaS~g2_8%VB0q7z@iA@m=#yY&2V)mne9E| zNakH*fvk%c8jq%}doZWJ*EZ`0^ALB`E+3ACcZ3vlo^T$DSb>BOiza2 zQm*2oU>t?MIgCHb^)lF9J1P=KfmQkeB3k`K>*g+4y3-A=zcKWqZqth&WX@_3rEs#^ zF*&qdW)z3W%Zj|_+J9GF(0bHx)w#eZ)`Jp5QL(kU7gHk(vs}1`klXmw5 zoI}Z!;St{22PQTd_42NDdt9lNdP4&4KkHx5;gAa9zf8thoAyeB9{RR5AU(L!>C?lv zq*{V&@+S$LXKU`>5k$QD{uX@VchX+PhJ$^C5$dtp=}Fe-E}S3;Dfg82gYA)2)k%;?<>IU zNpjS0&z`=ky2z;q&YiD4;J(O+mqDeKgd zXw(3OSW|w_HY%6RRSuNK>BjlM#`l(Gm6=`eu&r(H|2IyCG~Z~MxnQ$g#Y*i`_Zzga z$$!}sTs5s9d93i|Q28qoJUqR~J=fzJW|UsmOe{ za8>0ksh$_q-<^>-caZFRXMVgD_}?xVlTOmoP2RF7L%nfzqd$R&1@H=*E?7vQGdOu$ zA9HRmj9aja(_t;*_p0z~3%`S0*%ldQ)sf{@$dB>1f10H^i;m(2xwcng_CG*^8pf5^ zzYWhRkc@bT5BWvs4I@0jHki5wYL!Jfkpgj)L2LMhjXCK41>4RJg$INYrFLorBX4pwKlvn(?Ue>i&!vQqn>BFOG80sUQH$>RN`D+D>Aii#{h(#Hw^ROY}G)-^>0ZsbniFXQm? z03YM<6tPxT$z6c_zx0S3UMEt-pk=&+w{EeIU0g0EBrIvYFJB-R(iWQhjmkyGEJZfs zMsBXi)n4B!SiU`MTruu}>)#R9{#eND9@c?yy2gB5%o|=HTE%Q&)f>6T5(1_`JoDaJ zbm!cluE}j~tKa}?lu3^++j<}!;q8w9)=aB`9Ylt3f*46=SEYoDuAajLu^c~ikEAg3 zwXxjGcP-VutvjpNhqXuziH5X`u?75EM<}!paUk9zXg+}5twM&OlpY0&%?3 zan>bjWC_$sy0$RJ`cIcDJrL^85Uw5w;`6dAojiQjMksE{T((!BYd&BdRMu4*%zD&o z+0fp!Jk6<38djEG54rzz89w0=(#7=`;or~Pi)TQ=_GP03PE8cS^h*I zhr;uBf1l$akslP+dRPKCUM$^yx)j$xPE;E~OPBa647a=bUrJJ{DsF)zC_?|vGgl!K zgLTGc2YTq5a5OB{t~>rCsR_%{WBqX4lK9$Jcx>-hni+m1b^I*c8jkSr9K{LsPO2M7Z3M&_zU`(m=vOMlqq~t zmJTzm3;ec@`(NNTn+=ynO)tKRE9mPK9@;lKGebXyqDQrEe~jz9R6klohw(hmkg9fH zcYJx7^dFPts6g}71!S(U)p}3tZGZTnqAHW0uVdn@Xt^&nmpU?;C~mkeN??J9Vu*(& zZt{4{KB|lER8Z)%M6E>N8hR{tU_ud&u<#TY1Hs&Q8&>;N=XDfx#tJ(ji^qj*mGJIQvSJSD*mR9+J5JWw z<8&Bk_rtR?&O-IXoWkTDkf7gWAx|nvrZPVN4@={kAmvwix>sidpgd5dee?TE3GeCN zo2nwDU~4wWg8D?&enC9+*32 zGDM-D!)8qVP+k@f`wB-tEYZ*$Ce`iQbDJD|_=d7>gRPN_kx9gNST?Qb?$}d-h=hdrx*Oire zvrvOy^Ytmwbo`fEt`gogMsnK`v6q>vi6EK%p^R~OsQb7Re_l&FOxj=uSDbsPg{M5^-G%A+yYLIa@4zGYGJrBsG;t6` zE8%%VvQf0D2jP_U$3KPoAKH=4HfQDj;)RG`=NI4akAL^0yuda8D~2KX`=sVlxa?GLX$+gVi03Tv9*#QOUCWU0lYLj66{b5md4LO`8O`cDS0 z9FSjCn^<*k?#3ic4Fi#;{Rp@--2tyzW)kABOrH!?ep=S9Ig@t`bdmyUR-f|K5N_LTPlm6d~+N7 z{Adx=xhi}R91&nYLH2_&YBK_cb)<)UcVE?8Q=y)il($yQUCCeGC|n?<4(8M-PbVa{ z{vcf?$`*dTpmYHeQx@lMdm3ko0cwe99~rGj!##2*%q_kl`VTkrs_7+@9(`4yD0UuYP!#PW!^dEJ=ld2ssd_tb`UF`-__ zziElqCFvC7QoHJ@Zb0PvcVJ(p1OPC!`9LHm?^eoNZ1nw3J|D)dIB<`&XcAE~gq@)z zY599^sFq2Imr7B`-0f_g`mt^yu7w!(rJ1xSPeU(Ww}dm%Or@~YiIVGbXQ6T7$r%2Y z1To7+bxMuAx%4!FxcRww{ha5qMjc{z5I?n*syB4$#kJ4#tkqKFY)zZm<@K!>Ppv{M zn?Ym;=X+9pTSan>8Kg`t)P!tlq)dp;fC}t*Mmj82Dyewi6Zim7huEeqWkMt&BOe7C zm&rw<79o4(>0Uvk9)cHZ>@?N$WIg_6>}lE62uv}eS~f9b3g8P%8mm&Ip(>Zdp=2hI zRk`@=FVqSiQ|QfN2qo_2I-1NRWlF8cuAcvYz*W+$vfuXN?Iw4~yCE7a2u`u}jS8FyRc?CKhWQOc9KvW7HaZ61tadVe713q>zrLI1di3TwEy8QN7;AFA_XQZ zDCr6Yhib2$_t+YsjF`%}lcx4MbKcCKRBisZxYX|K0j%t(jTl<$^Ho9`65E!Le4yU91MP#P4DH zA3&V0ELnRg{j7Yc;-9Yp%(Zv#_x`JEkQ7{V#%)~~*PVa#`_lqbHCfeu6oQ|c&&^4e z+ERijgV43 zP31J(p~r5sVA+>L%W}&2eVDJ~jIQZv@U)nZYhD|kM`h!%3%2eyT<0M=+%&!N)Qzk% z$+9bSn%HBreK_^#?RvRcW&`DI?VIbEJsWgDn_Kl>Q$W`OPRIv;a$FGg9y|ks2P0Tm z@9>`;X}Qo;k)~*OAT3&Ij-yGY-m2v2l7!fqr z$a=rB*TM!vc#>$W@XH#v%T6p~^?XZMp-Eq~WG|1Ct!Ay+oDty1wy+}ErW5F|-Ld6f|zCUY+2$r_;jGl%Or+@?F+q@}I%3>O|pCVWNH^pI#{l+qU3v;|Ulil@Q z+6D`uewV-|H*@|)or%fi=13T&DD6Bg#y7uHIw|Bh=P&}Fqlvl-C%@G4dr|jHI9lxZ zW&@yhb8WMoqp%6 zD8k6ns(5d#sGY*lM1B=->lTRolX(2)&DobfwSv#o)#i$MOL(;)Q)6y+KlR`BnO#}? zBp2K4&X!U9>fowFvX3dKVW&HW3l<2s)4R|4Dx6C}TN~)Han0mN8>5M>s+B@5@`dG% zoR=cji)%;3F3oqkVud;}Zx$Log}yyn9$4bB7(cu-F4tP`RjExYk}|XO-uK(!SUB>D z-eXdnBJ|zxXTET*(P{TIf8#`bCPm84e|0*Z}`_p-+&zyZ|!VE9(2$m zS8%6Z#<7mq?S!L}h^~*4={_4hOgMU^Uhvr{)-FbPAowo=>u>#-0WkHBry{a9t z0wws4qcm_o;?AVy)vQdr*^eD*A^G^RI^@YemVUM|@+I#-zm|zMl(zVx*RQnov0Z{N zNNp1Fnfczyn=lS17j{hwzi*1>sNdH0ra!-Nr<|%}Law)3V)-uy7>M5r^muS_>i%9q7E1^C$ zi87`*-o3Y?D)An;zr?hrX@0|lKj8MVO(dlk#bs;OZKHCUIL zzU@!#X$uR+=JP)4SA}}e(%RtN=d(>x94kjYw)p$QJH#(xB7PRX=Fn(WO;sFQq0iSe zm+wN-NBb;W($r}Maw|KJ*(568c27)Y-H}F|yRKeC_zxjHj(c#RS@_)@{8)2sf$l=d z*K(+LR6~{H7#0k85O1Ug#M3Qx*eRRHjOB({N0fp_mM4wy72Z5McvmrN>Ii1tTMHp; z8PCDHK{bB0_h-ti1kdm<=9@Ovs-DB^9#hD#t4u8gIH-h|qhB?HMsj!2#ZOv!uAJg-5adV2EA+((!_z=^oUnu}G41gX=qk5@2;1^Mzl8d_ zt(H4$yNucP%;qS5SJXB*b&!AA+#I)|3@{Fv@6+%;VAVKnQR$ULW)KtMqZ4PIA0b4@ zFz{j=_?fc5nYwNx9bJ%AReL$?OC;9Fi5jz()uR2!R{ADVQFU^UiWY_(>eHXs!y+XY3^ki4nyd>*2N5;+`Dw+k!MJisW)%1J2o; z%W+T7Q z#IiQ-aG#)&PR}@IqMp-*Pi0YYENbXK!r^HL=qw}b)9%FCGO{Hq-us5`}iz2pk zKYY_To;3~y*KVnf(`s5aW)#&JX4w6r{>A$2^!LI;{AFS5f@0)7JFNeW^8-|}Vferj zNJC|#Bh{OU_d%z!m`1HHY3KJ`Z-ub>w}F!8O~YrN3!|GyW*24O{J6D#7Wyw2o$m_N ziB@-YH!HHJN-@m%lh62(U#m0>h1x6Nk=D0+k&ytd%;jCvdROL@7q$ymaKd|Ir3%9#|5XXhFCJlb!(P<=&y8TPequ-$S?)Z2MhlH%9P z?;x!m6Im=m-{^kAq2u<>o6Pc$aOM|&!9&$-)i^jB`!NQO%p<`_op>)vmL?UZvUAzB zmAj_B_*ss;yd*z;+J^UKQTzTKH7|)NiGBp+@8y*v>g$f-XHXe{d$Xd>PiCST^EIDk zzn5YBXaJ`pb><51WKaP2heb+TLijMHH*+A%AWqYWh-4kp=B`8J|;9s*8E2 znY-gm8F?LZ72zQ zUVNIvoMirU;qMoeZDf2ZtOlPj`0H)+37!Ca3h}xzjOX4tZBuvhi2lgvN^He| z7v8-WxBcii6))ahBFHZ!MJd(>ZI&a{ns-X%H13#c()i%Au&E^~RL_SSfvM?F7Y~Cl zQ}}3VhdiRUkfO__Jwkd&l{!`v^z~!Mv;|2>`p8X>!UHgm-@oH!P9%-3*ip3Ryl~wa z0g08S3W@`b!k&9`$Zi`?O&PyqCBVtv8t z=*DC=DyIAbnfo{bLf)}1;`qZ&1jWOw@K2Q{h3>!h8mU)uR@9Y1x0?&{I`2VwGcxor zw%+ZBYuSKb==7q?rqF+y&#{36*1pbMj}$< z$BcIgf=}H^eX@Z}2EV^YC5-LH+of+piG1?zde3qG?r1As3L;0g)tz7FN)7u}|9Rl3 zf=q(x;U|0Co|td)RB^wX!hT-kdF$x0>mmkw)<$)L0cTs1N7s;DV6$j@n<0MYR#od` z2wePZFT8MV;Kl>5A4bRtkW{$nHL7RsHw)65^HtCmtqy2j4cAsMLHK z%jvExYk@ml2Z+DLzA9$$_*foh1nW~N zYuPeuyR^6UrT8OL?!ZypXQgv}MGJ8+8~xyC{~3G)s=1Sn=sWH{pkkf$uRZiV%cNHC zpL&My6j!u|=CAUK*5LE5CK|K)%oXwS7I-5KZA#w0vXi3Kw7P0TR^zVz?74DHz82GU zABE&6x*wa5lmV}94AZQ;0kysE)=T!1H9OUJDI9->DKvoQD>N6mC(D54#>rlQa<8|> zsTjfY$I7-xNBcE@E&Vk_5#b_eY)S_Y6mg=DkK$FA#dCR|RTrqcDkPRJTYcJq` zK<97h+I>*{+J9MQ=%79awb&9n(J)8QGcj2iS`g$m+sM*W6mA?*>rY=$r2B2Y@x;sO z>*%EwSW&laITamU-d|nA!(4XN!=>&QQ$GA-T=pJnw5n#uMEa%~CXc4_13Nt6gOr0Qp6Fe(>v5u@r7J zRynttp4GTtXK$0XRMAXuD|C-$j>YDH%g{$KCVNaBf=RK>HcH?Ts3;JssW z2)4GUng=-mUALoqn71cnX|Hk=eCJm*{!o{u%ss0mcJJMr3%|7RqWG;Ez~Nnrf*gU? z@_plG@N3y6J~Q9XoT`QOmg)tjNr5<5-J>{iWt%W@bER*k{vm^YW6#FFYQvlN9+9uE zgL)|~XSqX0s_xHaf4`ab7DUR;6<#K3JRvbiUH(bX%%TxdFNVhiYt11vu6C?|x9qbZ zupd8?xn}&Hx*~U(*?^pYQcR1sQOGqM(FDYl=ms4dC*!hPPFsoUgQ?NtMQEyTN$FeQ z^bP#`+OemDTEXA3)J_NNS2ED~rZgdAfa6;E5!U0(^k=dc3C@1x%Wxss$jsmt*`XYNUZu6XFk7g5Y~csnfewa(C6_&UTU)t)^T z{Z0Qz`!J{3@Co&E#tF^O)hv)B?N4E;F6@u_?k&sKN!|OQ2^cOw?Zw*~axYM`qL+f; zf*EYr=SeV&5u(BumV5F~VW9t&Zf}0O&JC73&d`uC$PS zAO&Bj&;#mOhd;J21j`?hL1ZYyGwiHvhlc%O*X_-6v%ZJ(<<93QVyYbXVg z?yjM`rCVAW>F(|vy1Rz%&Y`>W8+?Dy^Zfy5=G=47Id|{1*IvuZVXdhtt&?AvHl1rR z*wfhxkB%`cDGT5%(uaBiO2-a#KrK_r@n(EJawIC{LopF(NB&vKE3k~lg4v}AE=+mJ z8hm;(C2W(*5fqc~mj~)cJ{&tAPy?O*+Ks@uK2+@6jQ#pB)?MVgBk=XM>7@oiR9m2~ zyZGgI)(SN1dBjlqI5p>|GVZ~BY_zn`eD7Pxyz?d!Dd$ZnOUc1$O1iecMMwP&xaH zxFXz3CqL0yu*|_D|2&n$@b1uGPdknc(WJJ~u^CUqJ$ABurFy0x(Ma>BQvOWn%~u3s z<&M|*Z|ORb^Ba}-E@RmcfTU0##adL~M}_2wI;)!aSR?t6Vbipj8N=J^J9c? zJ3_}p?jYs%u$IK1gjt5wNxcA+kn>F3-n(bknRNzaW%z zUcma(4vCFvjW~WpV{vRUd6vA9Eo5nbx*}r8?Q)UpuyN5Z)dTtEZqTYGV(T4vJm9+H zP8WZ5neV^h@68T67m}Q49@sLo{T;Cu18qb?!gfu>y2#~n(BkwmQyywq41PI0O=LK_ z*gW@h-1WmRdjBH$C#CB_Y}Y7y_LG+8Eyn_l$oqTeQv-__mg`2)@f*N~{@W4F_bkdh zn?o(F7?6jL2q6g^o&-gAkP65Dq+xDsd!wA3yZHmh@w1#MrAodym0Hzx&drQB*Vn)2 z-7&upUZ;$Ow<@w@ zPsot#mWOih7FgxQbo`1p`sQFtTVSt+_w|OOTc>8yNFj=Uc`*X6A>XGZkN!=05ztlP zT{@?>7Tg+T6{T>FAY0*8h^81Fma^Cmei@wpnUIDk8`&g)fCm)?Dm)KMJbI{ zr1L$eMT=Z2nb9D*(z~t;xlB-U9Em}47`fBj3&>Cf-&>24;E)=03e zQv&Z^O8{MkUxX7X4uG}ha?QaDS)S!|%n7qfar(8tF9BK&dQQmJzq>E9>r^j8pIP_! zn2WQ&I2D||x$DyKEXO*U8V|a_-tJ4(qq=IrOU*gPPrz8vg_ChW>bjxzf$IkeZ~7a6s09xBzVSl1 zBc3_BmaQnRlwHDBBv-%C-Nfm2bRBWf7s%(>oM)mHaP!eCl@qFBwv*>?Ie2WyXyhHk zADo?%R8-EBt*>`mBLg`h~oRENwO$g|J`dCVwo($5=N;>T*<3d4-7r#xuuQ0 z_)~L~&pW4Y;*}R=u<)w0mEl$6lGA+RE{ZD>NTmx!qq=d)<;jWD~!uq{56w zJuInK6{fRM!jr?ZJ&TSRQT)SBQ$P1X+dRv8A-ND}s{9Om3bi!TY)rr>l_kq6?o0?! z;IqV~QH=;moT|->E3MKAftp$;1Q6c|ruEqs7x9x-L>{ab4yFFPHrup|vkXz-YoOo@ z2MN5T)`&=9Pm3nL;(K!iMY6$Mjm4S;GHQ4-er?xMn$RQs<6lQ@+J*xEl0h$8QNdWi z2VlwANPdh@P=toHWb_%ZZSDLU70=aTz(D8Y;5Nk^c~* z?hvUXa)ta(w=#Eop4JrQ5;g%n%_G!+Lm&HcR9u3UTAv#5h*JPPTIH~z;T0F%C`A_*LZQfl&1UVDHWu1<%?nwP6X>P0XGRIx%kC!6O)E#oitVDt`LC72CK!P5U7 z;Sin#1w4?YD8WGk@Mnll^|ZWM*&&?)FCCt<zLy* zlUIgeGJr;D#t^%?KI$E(+I(9+?kW#zO+OsK6hQ9`3>o;@-S= zKb&-^WyI%lv43*kk7GYfQc3L|n*G(^?{h>?M%ya$?ojepbM^M(K30)J0Ddx!y3BOqUg;@Z^h zp0~vddY}yggjoja3cq}}AJxEn#j*Gbzc_tcH*>jp1C>|z!JVam?$INZM{x`< zvZHyPnbcC_obCtXjxMqbPU=aYELcWZq3GMoTx^kByfHvB^*i{>g83!#818*?3VHb za>-53Oa4Z^QRo+cR!iiW^j`+g-?hAGS_`;Cp5+q0*zhM-y&kDmePdF~IhB6?zrgo) zobLxlf&?b zipe8Hq8KsN+TkMqMw2xARbD@OXVvt<*dn*Eq;kG)OSxIeQ{#oRf7D5VNy?INmWO*cvLAtT5%0K zJ^ns7q4rlM;A9=zTI)L7Njn5o5Z;MrX(7q_9JJ-h7P5S6c9~xBBy;8auZZT=CWYO_ zXC?nZU47^L`{cT0JjM7WH^-)HOBN_dBiGQui8|hBJomPq(Xi3OY9?94^S zm48|iD!vZwOMP;WqR)`SaWpN#837`EnC1RcPn0@s>TwxRsxVxqqhuX}=BwnX)yguM zdbIRfag~@5U*Z7TA50VC&s#Y*&U`YqI>i65WK^_s(#8Dzl)GN(!LPZ? z)F32WPIYECgtd7%fKa)6-0#Wr7f3LL3dQkXL;)zboSE3I1mt*tM>wj>( zBukj{dD{0ZkG zpcM876H9Wle7j=dY{Gu7W%{~JLN&c%7qjeBoo zdg(?SZ(^e4a8y-0fx)l@!@mB|{QiF76JBZeo5(#QiP0_K_zQ|L|L4q^IKKv6ZP5uSKgiHMKvu|1WheU=4 zTdk+v9cz1s-MvuP|Hc8xmnB?8w3z1?T%1gY8Vj5WgEK2*+$?_KhsA#KWH6l2QmQE5 z3@r3S&1vJy2!}o3&3J{q1+)XqtCwX;fN;_UnnFwZ_%rg3V2HhszX~pGvrq zL%DDE1yHZ{Uy{T@GI>$Zopcp}#ockPSw2qV3(sUuPG^DgL@FE0gDIGM9iYg(UK1Yu3 z-3!PIrb=lc9#Xf^+b)RV;?T8dRa z{7D$Qu|dg_*zpE6pQk8?ZgB`_n)q%#q^-TUl@#dUJmn(vkL8(BFfIqtA9Cfav+Jo0 z5pmM34#%bnEm*LyNVw+UC0zW$yupxQ{9+6Hc$Npr7fFpTe7zLt)pLVZl~_}63ZHREbSjAC{3`mP^upHcL(iP>xrf3zK8 zJ*^Y{SH)JLh`OpQKr0)n3tM?t&WSU_%$yM(n5*4;aC>p4k>=mwdB# zj=Fw}0~wq9uQ1$J{F8E*u;8#~$KQV6h zAhXc$oRz7-^BQcg`mxd(FF3k>6mSUHxZ7C57yMCCS2{Ix>rqZK?(?T(rA$O8vfNT> z#(J~)TIN7-&{NmtW#X0(`f119X@fU9&;IlmBmyyc&(c)3;&&#=8cJZExdn@%4+XMI zaZgG{3cz>cSI60P(?a;<*278fCcAn=;nRctv;u$MSG!q3Z#sRJZPg39Y^KZg@@b}{ZtjO2efd;K}$Tu@R z8`vtJZEZ&lr^uEjE*xPd33q??dE@u3EI#+jJm^8!#hXM&86wo_X16c|&#zO3I!$V` zE=(R^_veg<4GJB#&#gpb`BcQD=9i-gG(6~<9LT}k{^~jms0(>tA65$Kf_vL73#>(SJ8{@be;7D8vuaUE-Rh&2AF5OR=SP9 zlL!802G-=;QS{=3en%<01dPq%b;x(7P)VNIO@9_D!R04e^qc*mc-V*1;5iex{cMR$ zFKG5RF6wJ*+F2S`+it2@^@KAq1<0*n{)+ut!ASJ3(e+1TtyxerMtUPBKWJfDd|Ew! zR&GLV;%ltE{1g5GB|@=8KznIfxX3v&Uvu`Bw^^wXWGwC=XC}vAGMp!~j`s2BsC-Mt zSnL&P4G$S3v_US};%3;&GV`=7J4nvnE(z6&&<}!R4d<`rRoa2t<7xB&-|y#hosRnZ z$Xut$6s&R>mNa$Dto$62l2P;bt||NcqquG{3=nF|hj(bPFmn2<7gTXelEnz;Fhl){ zkBTTrSj&!$wd8k3w2DlX3rSP5FKE(%a~O5ML~il-&|Y$NO$Y46U3`0b$6S^0AY&<* zLl(K3lW1525Hb+EAgvd`S4*ua-n0~YM{XvMI8)_q_m&aGjPa5!ETa20)4&{8=+p}AO8iy#Zj@0XPeneL!CKDKB)2$*Pp`etNh8$3ae5UW>1v}@q zJ1G1#bV1q^OcW90tXcTiW@-l)^-2OT9@Gg+QipoFl5NT;(Iv`m=JV4kj!euwt^ z8L#nVdQSFEL^jx|8o{-T0F+*KcGrruVGc-DjS%7pre zX^uE%6V}0F#1!Y64$oWKqbTE&cVuv~B+1mgOa1>z<@f~|4-g{*Jz30IyVxI zlL>xRu?})V?(MPA??>967OxwXe;7)mR5zi%9L=EbQ2V1~_pInHJG zQ9j-tUm3~h!a(VAXvWA|&Z-2B+zgdIDvxs)2B+2LT}xw|%+~+zq20W6Gp)dbamaR{>1dGhK2mBwTYo^tP0!f zEhf`&|0FZEedV9=%)LW=b`t7FHEHc0q|Th(xeQ3G(^c=zR-w55v5-mIZKv25(d@)Q z*RmE3S>H&_TcBm;J0pyH6uPpD)%VhDMP}s5T8D<#PdFqFJuK>1%h{BI_VMrhbubTF zBL-s&%--gD94u9O6Jt(OGnt;47%^f~nYZEm?B`OGe*#a3&=uLAnCUwe8a20YZ_Oi< zYf8GR^lKfO%AE~Rf`)#@d6F$KZp(`RckBG&Sq0djn}iaOP1o9-U>`|$Qt6Ly0{WeUqs?kS3zjr)Sz~ z&YJ2p(7%9ut$x19<82#0-t4`&q=>D5go)bIS2qkZH}{xNp@-wp5Z^O|X4PLk-@H;P zMChvrgVH?c6IR`FYmmy#*Yncph}gz>k(_4G^boBUxRVN`O@o-;7i)!3b}5dM%GQQ3 z63M(g3tIQ3?GS0j>#CUnwkqOh#!}%FxGJBJd4|wBXH10Q6mS$F8BUU{(A49&~u*qsUM) zN8s10<+T3mP0m%wDYxVyRbJ{%3Dl3KvS#^xTL2mW7}8gaO*ob%x!e70KOa_r)d9Kb zoEQo!CUnC^2QyBEgO0WJ7p}g$^f24MGP7i)WLt0Bha%s|@|g_rj~Ji$j5Mzi-InDo z;%e1ZPoHs?-dgA0k5`^MEVao%A^TKbtGI7s39ARc5ofB)$ZT=5&8p4Ou~y`2-Rke< zSNxfZi(Q+i^fqrnk_5=DEk^<&sq>$ME|ODZr4%xhzzMk@DnmBj?hBYt6hN!n>kkFk$C5tv1%NdmBY9teZ4RxWkaR!l@Ezt^~X zMGfW@%j!gH-`cq)5bYr97~TM40_h70SUKb>p2YL6@5jIqi;wTGH@S_8=xjZ+)xD?A zqRoFNz`Qdh)j#f>XlFwR$zhXV3y+_%=QiySWJKQ8(bnG8Q{rW?X&t5JtT`{(15k}v zE8i&y-yw(i8ZR5o-kf)6=E=u@K%Bk-DJ74XrHY*7YvLZm%OnB&XZT4$jznyMlaH3x zLr{pxGh#>)Y334RL9nY7S!>b--+kLo<0J9enYks}iz~Mijxh^mYgZ*5V@`^ILhYtA z4f4_GB{*>bIx^jz>9*_kU7Sh?4_*^X$Mud+F6W=Dt4%%i0+T)jOv!Tz{gCxVyay!V zPO$M?F%+IA0s4Z;DX8QwjkkfY7)Dd}2giOYhh4*E*%6B^?CJs_8z^WnAbNy+nRDJ~ z=c~lIAa1I_xk&HR9}mOXFu%K_N25QQRMfa{HgiQ{*Z5b96V7|k@)XUPnw`#ir5tli zLuN+me)%4I=8FH$OxlE>hLraAfy3WBjeds0Qc}oA)!lLJgrEW6;F5sS$&t^&zT-O# zxp(R~Zx^O-_^Q>acHTD(4Ps!%6L#ek_{e<)Zp7f7}Y$jG!^C?v@*WM&~wXu z+oIZ$zMvq!+rfQ!H2Oz%v`P@VlfPIJ;^BOvB;W69xgvf%Z&;?N|vPs%l zSiscRDccE7~>t5+7vWo%7YO$1=HM3p{GG5jGKy}(;oHE=P~&4j)#a^1QCimLDa zBYpJ2kOC#^$xjuo8_MuA=eGq5WR>q;t8 zCg~5k_nrLHNc)(hs10CqJh6)hVufjx)S-tc%`gT$+sX#K5BL`xh^=Dl8p#$XyeQi1 z9fXfG_LsD=jJJCY*!T=~FYz1iUXvlp_@dMJ4!LnClhDL~V5#xDeln3Y&?I;%7w-$a z-RShUgOb`D-~0>l_#*yB;c%}8MRw~quO+n;Tge_&t&pCkEBT%@CDCt%>dJ@oF4G$Q zYEI)H+K;a1dbep-ENWHu3FrCC6rX}Gx_)UE4I+<1-=!H6v*X_eln!@7xHsC9pD;|} z*joTQzmEb$W5wOd9I`+5_SWQg)_LXv(r&W9oZRj_3!}tL&Ot?1-$B05VTk(bjlx>q zg5A`U9rfI&8W#^Y;%|#=t{eo%4#*Q$Yr`MJZx{#d9yTx`vLgbkZT*8@K^Jao$n~f2 zqTps9C6X=SK0}jTFpm||tmu-<|f<4c!qnlpuvXaOnBTp4cX9e-FMzivR- za`m}(=cCcIe+kR3MuIxlCtIEBnl((^O*`}&4`6}BHn#^=GWrFpc@hI zqjv7YLu>iYsz%w3M}}#C2JE;I*sM_5;>0 zDgsQurM5*nrfnAvJWOKV7I7+wV(irMKP#5(z15~BJKVfi#KK-kM2ll;BOCsO0;m@oe^++B=Zdy&>E?qsw=lA(@TQ_h zjfiK<@U#R@E=kGUrLYP2@3h*1%!4+g{A&qi5$o}Di9DZyc~m9OoE?vuLi5iU!s2)T6t(LP?|7ubQ#%3S5;21 z#K}zVag;1mqcc<4N;0=i-qF~Dg_pI7)z)*Bm8K6bj-hMf4BxEJ_&qhI5HB6b;xBFk z+}VL5h#Ia+Nmo?Os}TIRP5?hGaXFEzjUFsDU!EYVrqOaUP0rYjW8{U8xd_6-N=g&^ zT&61AoGg`@RC%!-OY@xiVBl=zXuR>*YOI(I7oIT_N_!C$A`g|W<2&ZY4PD2HWw_W_ z5BCO}vpLAhO+Lv_*B(T#C(fq^T|C6mSMV?cZU>Z%0zdQhI0$1R-;Nq9E&GP2AH=F( zCLaK|8;5=udOR_MK4(38bq=TvQ4uOojCi>PG0|;A>FKrpwuM=GGhlY3kgT=uFfapl zpf@ECul2FnSM0Z)oCH$0R0~k2C9Wh6-i7hZ<9&B0V_Bf>&{8&miXmK7eXfzQ^@Y>9 zzMW+J8c3=YTaKOBdK4?23W?rG+X^T^Kn9I?KaEgU||Szs5&=dUn%%Y50? zZ`S7o#pI>!18MiEg%#~WMNg~&G@*w9qPzG=O(Q>wQR`nfg4QWQruzK$p`u92KcL8? z@8Q(|CM8HnM+!CiFzdELVz_%VwsF`4YoJe&wC+wNt(sBk{PE|#+CdTvCr)LkNiydqA2!{&Ka6 zK|<6v7R|-D0fBF<)F(~oibIu{I;+pTLZ@9b=$y}LRGE3R&!INXd~+^D5NjLoA}-Vo zg*`D@T*_6A9#E-5PbF@)O5sWY>gxyfhw@ffYBi!T7_Q|T02P5>wcNDa1#d?Ls+<3X zVa3_3*KJtyT{0@IoK>AhXT&dcxd}h1)(Bni1P|HrI5~jsmQ@!>P~!AM{&Nba0Mp53 zGUiU*MY6xeeu@T2H7F~^ok>pJ@kvu3m;;8|=?a569MOC%y>-{S7-POon8mywy4U$| z@i2n`+dG$Tro4_rJ3CU`Xm?RhK>^J4)`;K%!!FV*5pNK-P-w`uY8M)Pf7#lH;7U_W*~Av3@05nU-+6C^ugS}2gk5gFl>goy!{R>qbkee{7iWARh27Xi3nnJjM-_FJsE!PC@GKks zgxSkq%d}(rW~}6l80#M+jGHXGBeE#PzHZ=cOKEUIS$Z!;abR&nTncyh#r^ENr2J~_ za!}cK0+Sj?#1Dt3A0*YiXmC%L7#?y76nbhyMkS+$$;Hs_`MMTY8t*la-Jso+d|M9s zYh#^wKN^_2kHExr>E0g)Qk*`bTOh+e`Llp#pC!Kx&_(&(Nhx$@DUS8JE^S{ql1Pc= z{vzwiZ_nuV1Hmbg?UXzE9((uribhc+;VB-^ zwR`fxLvODQ)Af}@>!lY&#!EhReujgwqUdKbC2f{mGV9Hq?l0xTW$zC|qV?sdvls{A z_a#f?{rJ#JUU6prgR#`;s|XX}c3ez$P92f+$Q=G}U6yW%cmPj`L;=cXkt;7GQzY#y;R!2R=UZ74T879jIZ%35~tI!xYg@0yvGW_2_v`wDSbGG*A{hKD&cTP$A$4>G==c)SC{Hn{B zsLZ|}RxVB0lE2Vtv!5?FTTki>Ee!4MLp!SpVcp&FwoQLiO`YJvl)Hk%uB;~qbC96% zSOic{C26Vu-l$|?rr4&4$HHc(3J*X;{sfR^Y;WfDggr!QzX^)o|9`zGN>c-lVX2~! zXo1db-b<zLPBW0T;{2-K_T&?0k^1or3Wi%`P zX7QF&7VVeUE~eUD1o|S=(%wBS5QY2rAB8%Zi=U`>ns0`_dAzywj|&hd;T$CM_%WJw z^Kjo!{OYa9$vqXtUB}adH2b#hwtHx$O!&;h{SwgI2pAD#ll(-aihDcnK=AX0Mb^u& zA6oi6gdm^3x>%eP7NIqTc9>($P6KGIOC@Mpg@#p|X`V&j;`SX(eZtE|CqCqvKUkVs zNUy6Um%Ki*Ed4i3CE^fnSk;_r+)wwa5!J5U-1p^gnB0=uj!}fS2$#(u1%aSmT2Act#a7^ zlyR`wT(j0Q%OCoP|EG+TOr(h9vIoK@ELq77e4c(Qr@2_ka;sq2l~>xt^-x1O$M8|Z zOvR1q>7Ah0!AmJ{f?sc5fS?JCv8uN5@Z`P^O$xB zu>%ch64GV_koZ^eGU5Pzxx$<6S=iF#Ky|UJ#nt@+M7zdzCo6T@P&1%EVEO(j)2dxfM*D&*my9b*wQSxg@q*PVWwrc^l5dlS<1lE0^$PZpt9AuH z^@7_Wpp9O1IZQs;l}HZ?_omYWBC{v=4E76I+Dy+2U~SI>)7sv{S_F5tNMBB7>~|g~ zeNw)p&AqRupwz(tQii3%zbUiSIFCc#%0yP%naYAsGgQ;nf7C8ZEddc>$Fh^`K8xrH zN7WOiD)EyaljDEV?IjU*zW3*w9WvQZN2}Sep+&2W+N%S#5}&t^b*ejH++l=#N^Jjv zyBdl{sDjk%OKf8KCu(WGszw5GRnzVEF^|eqh(|zCVBghCvm$&<4X)?4C0Z-V)c=OJ zk?jwR?j5Mk=O{tbgtT>~>1S#cOj$(uS1uEU2bc%9iKGB zP>ESW_R3QA00)QluM~iKq{2<+nRiClGw+tj!pyN!=brj6dihrm;PaD#fe^lmsSKAR znFR9@XQzor;7E1Fmf4~)ch@!h;T-)`1Q18`W5|q=oSqF==(%O|?DSwVnUcNqk6z$f zl^1+ZE9@>^&?$c+<<{JkeA94OiPZ$IxBQr0f%dWH&#U|gUiUrmWM@IebxYjbW5z9^ zlk>^O%*@gJ@RhrUo7L#ZYOvqp(L#&!$%+EJw75QgSsH)NxSKZx8G(LQ{m?F%C zxU78Z8v@UhZTe_Asy)qa_gxqw(oF3)z4Cx@^%$mk8a8Z=>b!M6JUgxlM^4MbZan!i zy$}Q}?pjn^tjqnKk#D@8Hs#)P> z9VgbHpN+z&;r!b~T$uS~no$VBwih|w@M<42@ThKNjg!;y6$%Y; zsL{tF>FNM{hYK~L9@*;GA+fVQ5@ARdPKEsp_=|v;rE4ccn)QMWp^`fY;)+-eheAiM z%)Z!o7RvAP=H_gdW^HCS6Vz~l_vpS${7uxoz*7i7_1j`&{;tW&R>QZuT*@1TQM(s3 zGuKxkIf0)d@$>a`z8PKq0gsX$r?`iEtS7b|ycPUCOS;|~md7)NN~uiX;*;}fS%E9w zhnI{z=OoD_zA)ll!UAG zLS_`r!r^6S+cO-%b2X7RPq=>abG{vgQcecZyxP>)$6WTc>Y|Ek(_=HVHUu`7p{r6d zwtmRY=Wa=u`VgqDwOsroJ!QM(ew$jq#~Wj zp_B|tR;e#TD(FD|&u7kw!HxBAU4nsX$2n6+Lzv&ruC-11Wp<2t%IbzZfvB; zXy^UKO)Kg>&F0!tpV-l#3#Y9iUmazaKg+^PW+w*dO)0fKb|Y3lD|61G#hkS!8!P=A znW!fnn=)VNQc-MNDW9dPW8YiAa|mS|?Z_?ek)$EY9ettl!0;Uf^<=`)-XAj02JU-g% zEURrbzht5Hsu%qjRzCj=ZyN!NrFGikAE`3K)iMVTA|{f@34R0fcss>h$X2DoSDv*H zUh%t}yU%G)-5nemB&`22B?sP{V`nKDGyq~wEq7}FT3oZ}x<`=LVdS(+jMpYb>0_y! zl3v_hLBK69MAPA)RIQ;!L=UR$h1XT$VUsabTV`C&Y7`6(z8kHy(K4lhXp@}xb@8)i!TJFlFV@bk2ylCCBg zy}*8*c@FAUjpWUSl@wiQ5v>1@E^P&dl@upPJI3+BEa_nM?z2;%Ki{#omcVP<{R{K= ziv3f+S)=A=pYP;1o|(nEsyy08N1f8_@}g@D(K99(L$@nT^hd?!QSH*sI^n;s86lJ7 zPwX@gP^&2D_RzN7St+-|EOj2laet&AE$!2NI{qr1VXu#-^nOayk81!j8_}5RfOskVaY!4i;2lv23o(= z4LM4DoP1QRFJbu#rQ{kjzr}mE){NsDv(2Z`cp9E`xw5n&i?_2PcTWOHwyw~bFRmYU z;b?BI-y(fTbI&bXFLL%!(sDPsZ2%arvrOSeOW@0!MXV)0&WhqG9^P@;sXvGvH>#1- zy}qfcit7|B!7X>h6If~+x)9w&3ssFAO|wJ}2IaNgyxiWg>@| zk0Jpzou@u484Bn>6DlKg$9DyY!?P4rZ>U+^}j5GNwGMT>v` zg9i+F^r-Mbt<*`_`;pW!{uP>ek{1=tufl0;EK?SM&5@hl%uXyqEFC5eCZR+FzW&L-KYW?9!6m(kyd ztcw)Sc3v(f$8J`-@*}La#?#9@PkA>eiWuc&oBtv6mn!PUb3Bs(s-ed5-lqm?1*@4Q zTa75OG{jp!*>~SOZnbLcrbrrnjN((Z1gS_B9@^b?JgJ5W8*wC->dF{s7FE}HyH+Ta z)w|^5DOgHz_JM%v;Ur=@8c@%HfW1q&>$h>t^Tqke+%%cWHs6bmJN+`>+!_lCQQAWY zPFNwOQs4k_mb^P;rH(U6Grl~<AjjKKS*#i<)4>Y++?t{19!XQW-vDNloDiX^Bv)8EHKI8l z*o=GDqv5zVr&U0^;?^Fo?{#J@@#<@7az+%`#YrR;K zUb&N|NHiRtx77@wfe|3S7aEA>gnR1X&((+)rf+SQe|*Iit-aRu>xgu~$9&nAi($Wk zQJbfp6}5k6U3muhZjkI@^x5(=ktV!s@h3baNUl(eztdeD<}of(6&;%ICcwRb4^7^L z4PuTaAY)<}QjUG#0`q81KLPFSzV6`8He6>Xzy2{N?t6Xn?jWN?YFliJdXShUD@o3f zYEmw9UhW{A$U?2oqYz6($H0l*R?1?%_=6VLtTk@u^#?!V6g2QjC-|%1SG^@8%$!nH=Hwnm4VZPvEqyid7}zHiRCkA`cyYrk8H~SpD6< zSi+LdUv^JZmE$}-k}<7^5DjRkH-l>5UA@z=DEx|Z#h-VLr_%B_UiSKc-~P_87Hu>T zQg=aQez4SZiSzE_LcW90KpOU!U}12CR1Jz%4SK?9V+!-IDX7c{{E`NlCkM`u|9Sdl zd$@GM%SM{CN;=J;G;$Cc49BZ0E%ag1Q8a8VgaO?$|I6|^t5a=dtivsxk)+$6L)%4J zR$N9n=C!U!m#VCHCM5Eb(czjg*F#lm#W*B}H1DP91D>7buRgS2ixs(;?@8=T%fD2M zcZgh>Ktk_oC1WM77K9ganhkRvrWg{aSr~gC9gp3ArAGMhGqt_+UW+fmuK<$i3MU4b zboK}8HjXMP*()WR|6pV8q5L*ZHOu|sW3Tx5z&mk9Rwoy(_foG-hXCQ(l$1h3J}?A% z9GBo|C3)b*3e&T{*$mT4-cs{>ke{tNKV?wQoAAiejl3yNkWGY9&H|5Nk|@%wb%vl^pt*{m+k2hvU68@K6tF+}24krG~)| z{<_VcyoCT<(Cgl+n;n#)mtf0ZV6}>3D?;xOjA9r1ZD2^vX9#Q0s=gFjVEG&7yJoRW z_5Do)n6~IT{m98z&Pl2JHEvuh{F{2l6#em5u7;GDvafK57e%p)X)xL4 zc4qkhD6FK2>#QNDyx!6IB5Z4!|8?I5H{~W+{*IBVXY;%^qV)A7wBZ`#| zH}C0{wE3g9%T~6ckqh5V`(d`%6tJGS6;#w~S>d&@Z)~NX&NY{LH}?2^eTXjYp7DFE z*)^BGB7^hB6t(>f<#DG&>Aj{UGHmo3f57JahA2R@*Vh&G~+$ZLcw0Z^E7^+!d&+HRNWbQ{}o0#S!^m|sXDeGfW}}Q zNPPGb7gM3bG5HrtFZl47wr|kB4#kt*%WrM!EHcNxv=1;C^)9bj^nD%zQt)LNcx5FP>O;v9oUqyUO7v!tyyF^`< z_8PCJ6U{DZGxz(lysqlOuRAVT0@0zXKF&ZYF2lp_rczkf4wpkNEs^bt9Bj&Asz?!F zlsJRs?%t~KmChOU##O7MB7Q{?()#ZU(<%v}_s?QdrRaG!B=#HC-eDIG7G78SW|fFf zS|4m1Pei4ZJG3wFcRcl+<>v}ybOC2(w}INY690W^7AF}g(*%#Fv4+|~)q3ITE-dr%XTZQuC3vZ$G#B>bhF;HRkeIjI7co` zMrLF>lqV&exjIJvT^Rsx#8g=}0j-ME%RyLO7oE>}Y8}EQ(&WT%G{}~1hZ+c|X8)Z@ zR`92)JbH1q>BdXV%`qA=icdq-(D>wR0U>Neu%*FFuGY}3$NeqD&1{gr%yVqqg<)gi zroQP3t<4g37-8o{@>zKDXQP2pIzEp5Xfh%Er-h%2yQMMBef2jpWX`E742iw6K1_x! ztiy(@CgJUBt?U_Y>kZqlfy>$>T0Xc;TIuY$MUCp+47#sg^R&4>bySt*fHPAwq;O%_ zVNGB2&Fv%M=$$o>9MS0Ogj>D%vAgtfz+#`-S)z{s#VEXXk@ktx6v5W4KR(>!F`i8u zP%tDDPXcddz|>j`+6N&z<@-yU{YOK$dWrL&P?P##^;jSJg1@gV0Eno0` zKyR9yB;C69G6Gil$DF)F&J@6`f2`V5Y#a$Aaf&&A{=aQOY4!SEX0H42@}u&usTXS}}++zNJg=I13%J4yci7vR@< zx?+Md(4y03V*RmKH29k_#AJ$rA4AvK3@=lyI4z?_!mpErt{L04t?a9W{lPY{98S`` zZSbh>r^^IRMc_W9wqb}(UAEU*I~oy)`=g*6!O@o}!DU~G)h`^dIPu~+GLHJ=6zq|;NZR^FkR2pjDDFdR9e`76}=p!l4lVp*OheU(K7 zR{X;xXcclRI8+^{cln#Xq0z_!WA}?PiSSiPZ}a@~VM*uT_0I>U2ip^~*(x+-AdFdz z*8Yn8B-I6;axj3aS21Lf2_7)Q+7rpXFPmW)L<1r;nAu%cfde*W3>t_6h8>6V5w*%F z?(gEyukS9514D*{70F64W(;05uu34Nq)}+o+Dh`nhh?TYOMaeBr8dK7PTYYphwLJF zi}n!m7ZKPe_GSaZjSjtU_iWu5vms!z(%?6EOVY+V)f4F)jb`HOH-yIXA$-C)1ABE? zJcaV%HDcGfYW*w)59W?t?A`M~r5~tgqSv_(1BQfQH>t|gVBLH~a`F(x%bb4T!`pyT z%AS$xziDarU=dDL#$mP2+n!%u9KQ_+_gIH|HDBw4@56qQm3+ptHjYOJE{PL5HyJv` z_i@?Fy>V?TqGBux)mshDoenMu~ zBBT^5jbYrhHkr3wWejf)m|#$kuz0ga5=SU5%_JPOvbrYTbVZ!t!+Iy47EcYl`K(F? z@-1ksR>N;MQ=m)Kq1Q#U_M-hZV)Es!wMH68mAw-O)zAq|&r#F3;18pBPwbTjsK>0e zy=N~Y!8d*nU!KWf+YLLbD^<=@U76vV1kOP!_>F|&+JnvLwQ>S+Oasa%g5@U6%-8rL zLNMnUcd*qo!fv`$KLZXY7L0(DgRT#rdyOVV>#NoXou;l&n7f z5>4=NqjvEuqOc1S440FC%c$xM6t3Ui;>U4I+1fPy|G!|TY>v zHZiZpdnkEkt}?wvsyqCaNr?`|&GRKFx0XRn-NC4~Dp_2iVPZwg~Rm_ z5%s)u=AFDV+LC9GudS}F^OD6oT#K`aVs08xYuVDuHl3g*l6*p@ukTT4$W`*H-5VIe)gzl07>nEltv=?@iT|Fnid8Fc6mqj) zd~#kcQDvo%OjVLpy-WERC_^n7!JNOzbrSNE-p)0tGV(=_O?i!!ralkpR-jp9+a9TQ zmg{f|UI9Av5TZ90jUHHiQeG~)_JTaw13e^y925eq0)18i=;H+Zkk5+9EKMbI9s}JK zeg~E^72PoOuCwHx&NpDm-#z}DVfP{Sy_uwmEUalek?LO!MGdn+YtZl>UjG2~#`?UX z6q-Dj3Ymv0&U+u8>_hdtCb5e3Nncv=yKKpBUWl3?b3G3vtmL$~8h z=55Du;a_fSf@_32YEBoF-ygD@KLizPt;^Tm@Qw0A_Vug06ft-HwRA;XYx!UWt;=eo zh02qqMrL_lzACBIJCWr`@dTmAR({PFufK?w_pgcM3_L22E@`vH^j1&CysExa=`=Cv zwYd=;`p;XXi;n%vILPhzZ2cMxI{m}(dw&-`_zPO?725QVo(k9``ocgY}L@bBmu`3N{+^5BOBP_J51OUs zps)2OGW6(CAIFy_UX%~EYUIhP#Uu2Qh$>CZRE>PF+d??(X7=1+WpcqEMu!wvJWw59 zB;&T)>BlOzp1?Kx>LGu7uTGukDaEIyM}h5Ig|#HZ+%{yQUf=~0?cPx~th>elIMsSv z?V_2i;Dkr56}Hz>zux8(KH_D3y$%MT=U|LNv-?LPb1H^a*3UOZ$bWGRq#_!vGdP>j z<~<2I&CRl6*o_+#K<8O&OAm%##0t%0`Wl zM?c6ihz0jqOKiG+EkUz%$Q);=`p-EA|tBY|=)V zVtZZi=v-;iK26>`M+fXfb0M-6-@ICaSR_o@0vRIOOSy$-%jCN9UyWI9>7uw^YZ32R zh=(FKw4;|YP7{DNhKB3Lda>MUo$Zuzq$wB>#n#k2VpBen$swv;UrTh)Xd)_PQ+Hs5 z#8)a)9v|my6%lrz2-}!B)f~UPk`t5vWWYPBBzNFOY75PbAP>7C7{_f48iS)8k0pWS zd=uHTN6W^IjC&wuRKD2l%iExD)&ro<%{&Rb{Bw7COi3U5AsO4}zvLm7JT(wLNvKXT zv}NySLlk@UUgATyiUgI6lqlJ_m=~&TLE~=l?tSSJr90-Vg;av@{#Xb&n-3Ict|^aY z#})3X;;*8x+IJ`X;S{|c$fE&IYPbqN_+nEaYk zmcOu2%*5<6J&#ffYbf}c2k?d(mfrG z&f|CH?gS*hEYTN7jxW>iL&Le*sFU+x*0(vafZQyOtR$3Dm0@}KT-P2=DQq`Zhriv} zC!D5Cb@Fu~gd52{&qHrckK^$Vg`sczMVRZKeg-m}ortUDvnf6}J+?qz1y2daq-!~yD;lYqYjsd1MJjEN5si`TzQ#3a!4Izhe9 z@C%tfbd5E@@x;~Ac*8XbDa8a9k-^mJzM-a6e5 zE{E2w6pL-k7evY3QbdpjAdmj!_8v27M&(sktW^&e1qSWlvy#s~;~CKXkPK<+8sV3i zw=e0Vv{W&<%(PV(`RPYIRg>1Lp*MQ+*;UczlTD>U$#>L5W90gwl61yOO&7j z{iBvXh3b3qW#Fb}vYJg82N>_iwa0=`txjmUzELe=dgg!Hu0h)uzJy6vPW;pe-sfE4Eo3=Zk6Ym_=HIF+D!$ zx@-h!N~qx$isdF)Olz>Cup*RqQ?qf*K`_Z!0@%A53R7zAkL@~bo+eM+lF^4{o!vra zmMM+grST7UAofEF0kdn|9pP^`i;J02R^@@n&9zfJP4Et?VI*FQ~F^?<#vgzRYmWQFGW=zs^C1A$)~G*3P`!irt= zCNq46h(KI#*CDA=c{RztgWxbGSry)}(N*3>uqVSDY1LMHNwIS_YK6bu$mClLuOC?T z^8Ryv_xo7&)PUiDkm#w7tByQgOZ$~FtiV4>l!-{a#CUgm$8R}w1se9G8ikL3J{0P%efXb~UjTefWEFIlHk!C|M2?=Bxn$)MH6axJ>yywP7<{GeT`Z8aYNdigm9OO6OIQmGloF!CXc7lLvaT@9B zP1}Sj>^yNv?6NMQV10C?3w5JhU-%ODNBx|mF0bPq$R_*Y6?wWjf|&>k%Xd?%5EX%= zA@gt?Fd*>(z>9vZ8!;wStSE7zL{a%JI78|{%d&ZvTmYU}KAtQ2^vepWg*n)S5T{b| z=D$@CtA4%7Oi%A6ccA{XMky9oy&DdAzgn}cE2Qwgcz{FCc+P;>!<0O-;;wf8@`F8D zT6PmbD)x-yZDVS;$%mQY>XUqHX394ie8hey=0TG zpdoBBj8Y+t;ty$#0=8B{_Gkp!e|?}$pDk>lg^xq3cB@U|ES@RU&`#)Kvm3~AzeTn1 zqOT6-X36fJ>TKU1o?6og6iB$(c^wt#bic1W)_umq0VVEJGr1e|APLoSr5LF*1!Fo1{RzlkFEb%bSx18yQAOI z;Ax)vT(qemgr$ix8MwesV=a^7gfp1o+mbR{%=FjqVh!_he9>isJ;RU#F|H6Zqx%VH zRMb*eE-t0V8f1DmcP{U!lOJl>LTC9`O?_FFN8&!fN@~S&mw|$RRb)s=^5vxd!#_c5 zu;SyUr9HLWt-t9MTv}wt+NAOX)T#KWJ_4s-tAsn3sGK`T!#($%VCmCET<^$BP0QoK za zIMB3gc+a2Hdg7eT0TR8uq%sBbL*wr}6f)ejTldy#kjnsbYPchkhs?2W^%v_WgdoT3dr=D87fTY0H zw7&%4-o}2ve#b^BOTCky5^X1@8g8Ga|+tC#0QHx5+%$4Oo(hf=N(2hG%M zd^EnU`Lfsc7~qn*E$>0FRQ0G2wQR?={l%)cv}8g^_3ThCCMzS@FPE?T?O^!(1 zdz3B8#a(_mt7l)Z?yflOt2&ucq8=v)fPU0NirQgL`bs#mxFm(;{W|4;$~%+zwj+@z z$x*9$QkGrRn}-2Ql}>DorbfcZ``5}K@{ml@V%6uAC4@Z-g@UOL3zfpribasWhHCGW zT;8ns2BSLyk&TpFpWv{iTFn-h#@*PV(Q}!-(s83hP1UQm?;_L(w2-!Smsd_pOilGr zwu$lMM8@4+Ll~3|DrF#dPA`b;4LR9L^t<)e1*R*GI+5CTbYdo*7q|rMY&_MM;_D|B z%7sUB7;JE>^%;x6;V+_=@y~)=BtkSp??acf?W73z_;BvGnFGZY1u6q7AjY=6(Qys* zziu%*M!->SZqwFH*sthZNdK0jwL4qCj^`{(3dj6Lxh5<&f{~fMQRYWVX=W8MCFIIJ zZJ6q?yC#raGMg9Ff#{5FmsMI!iuWv9>FE?Jvb2wJ3`>BX*YBCf@#A znHnFy>7wd1l^NZa5kHd+_VNy@LM?d;LQK)goibKxTK3iYm@-6FjXf zq?AAl-bJ-LPet;^mCp$AT9pE&jNpi~H!^dec#U$K9|q zsxA7Mf}5^d+81iC$Vqv|AZ=2iK5pJ)#ozGvh007PR`F`o1baf>$9NZKNC_@LmxHpP zQ8UXf60vMIZiIarSr6)ucA`W~efqA0#scXZE_LW3@7Iu@EQ6l>nY2HtP^x?{&_5P` z^2pHe7-JyWcTziIxrgq`{gLP^G>jIIVfq%haq0lC!mt6P5EKDULn({dvzF$@C$S;p z=QSG2&MUr5yd%+4Gut6Uf!&|Ze?EKC6$E~ZM}c)JQzxs#NSkaW6sReu+)Z1^Uvy#E zGz98BmpQYm(OwT`_sm6o(JW94Dtyk||9%Crng4oxcn8a$ro$M2mLs$NyLOS)R&!Z# z{iqUik2h;-&~B@(JVH(j#lXj(`B;M@z`L(bwDQ%4kPuq7O1E;OJ4?2xX^?qW-U15> z(l89*3XwHT%~%Qde_A9-kt?xPIdt&}?i@?5S!GFXc~KnLfP{-5wZN>Au^D3A{bMy9 z4k9!|U_q8Q{zpbBqb%)(Z@9@d>?VBpn77YJ5Byb5W*QA-7iD=}@^xQgj7JY z>9HCIsL32-4+E)Ix48+LC^*<;?MSJEig*_LREf8%l;Y7w{c+C=v&pd<9r_xV%bq|a zv}6z~>&dlvY{S`I+cBwzT{COedB7l5Lia+oG)u}3Q^wrsPnGCKDu7Uc*H<_7*wswA z;|mG$y$$m$-Lt#n5A9=HQ8BzKavT9H@gTh89*!k`g0OT(s!lON!8t`*V0q%ibMFu0D8&%%ex%D`}dqB{DPkWJesny$tLzQ5Wl{V*w#Ui z`n0+hIQ9;ae|r-!z~{2cO*h}+vnU-sJ?@0Yh+g8q`MM@v4b_J@H7iBrY_?0TA!F2 zmY_5spt~`@a9;YB1ehqvkX`zyxz12$@qK|%t;LK};(E-J6RMO*SQXOKDO&}qK1$o! z1TYEJEKbv!Idrn?$5nsGL7w{Q1K%o=LNnPbUviQ7fQaq&Lhw!if_-E+ds{5kmntUp z6DZM9n`l!7xGE>k5oWPhf4tb8p1wk|#}>4qCuQ-;$Xu-|0KVG(>VulJ9BPsqFcwu< z7oiA>L~)JAD)|XtxAgz~rf5sCOXb8WWX9ZvfqZnzDB8v{{{IZap7o#@ZJDo#3;uPY z&tCw>tDAEJ5x(84O`ujNSHDE>_38;IYS5|CC7Yip(wBmq$qfWTUEycm+oK>Cun+R@ zk<56jzkBrrELLl0I2&^HdR*^?86}ubq=b~&B+2j)bRMOHfYCZbu}u=MF_T%_lMKoY{hq zif=Z)xs1$t*Vmn*lkzWS3OOXRKs5hWTvWKJ6sxye;iuY0?dHp&!mgi)3ko=c{Fs7JiXGD*y>++5yW&1681Fz> zk|%HivI~LQKwhDhHC&Z05TAB!GBU*e!zT_#Cv1v<+>UR}lR9b9=DSW|v6s?Of?=^x zNTckxq!CrJq-R0Wp}p~9@~)}bpsV-9PXH5k#6DGbDH>s1pc~xnU!w=lITj67FYk`( z%*&cajM4EQ(rRZ$9-zbD$W_+Wx#>*#E5SAH<$auxb5ptqy>->P3!jgGgWbPAj{wHH zH--TtBo<@$cVmz!&mn8&P{W)N_ia zq#`ot;R3wo*2xTnTX<9*`po%ROH+Vx8!(PX#^4oJES- ziy^TM%qk&r+x$2-WP0}1mmi#!5r(7k;NY^kSTExS2Y509W}89R8iGv;`bS%mYEW_u zW7NHPQAnRHH+$J!TNN0%oB@BWOS*x+yym0*VGd+B@-D9d9>eaP=<~PBAa?5Nm!;N< zg%13*{Erh54#C^9v+Ys0)UBG_Op9G^p@OglKl2=$bn+>0UaL-?`Oc|dy1VgDRB#`Qjs0(j+3h+5 z8|$d=riBc8svl-u?0t{<5CVD9swN=e5qfQ}OxB4yZm!c$$r+yLV+4$is3K~p+Pv>E zFn0owayATdlJvwpOll{m`TTVpntRSgE<5dgNFdJ~viJBnI&Ge(T;UEK&3#ve^07SuwDTVYdloQ(!L)AP~*iuC< z!8qqLK@@O}6|g6g4tRS-Xu-Gj+RdHKqYkta*Cxc*|F9HqUzugRh~qww(ytgMC5=Vs z5slLzSr5~(V6uWZJxMlJKaEvcG~w$g*!?Elg9lO3{|$R(r=({DmL2VQh+^f0gz%cE z2WhAb@YC|`?M`gIwX^Rf=k^diGFzGdVd7UwMhyDTQE4+kNYAW0C}`(59pG?byZC#S zGN7HO$7*nae)`=Oi$>D=cnwgJ^qywSf%3G~n{du;W>QasvmDKvn9A>$V%2AZl|x8f z1yWR-np~zjv2QDGjijSvJS_j@6yHA55@SEG^qo%i8v}eS5v=jsx@8qFff<0`np)-Z z4B!T68oHbOpo~YG>x{wOy^P9^udPgyL0IcnDvc~0tGE?$>sjI zKnqb1{tgMX@vzT_Nepb4g~c}Q-q4c1-@^x_c=(Xic;n1SWDOkv4Z)_Aq5Jp{ ztYe*&a(i&Gv>xSI9S?P02T}(qIE(!yf#JQi9^PG$TL<0AR8*d@ELqX1@>1Q%Y_+Iz zk|rUyY<11#IBDClIx2Xv+8$e5n~^Uiq+UT*C)nt+`^vyk<8e09v!jCe5-A31ZoS^z z4Gj=v)kq@yloAFvxeZVobF|Zp;At=XA!gD~0w!z*TUGk8fNQ&g2`euaV(J})3ilxI zQ*Xl;NgExSMR`@UW^{Z)>qM2Y)@FrYDa2e#bd>Mm$>7-2J#hrvF@<-kj5?*SW{EUA zPB!@eD|aAlmM>6-^1t(9&|sI9LK@QO5R)}La$mH z-c%C~(SXhrLeg#EM|ohcQ@=7pHnw zt;H7@L`dX6rL_Ybh?E6E(aOzt4fN^k&q@Pe0Jc->83E9U1_7w+)RUgQuAV~LD7ljrRL&Y)l z)5Y^n?z&~uh!T1u@g|E}+MZS7-atHNa{eME-q4T}%8g=9iGW4!ZAdi_4be#=e#4HWx) zP5Zdg-T`9YvzCX!!8YxpS&g^UDV;!GPaO@;jtRm7`sfNIsW%Q zeyl-Q&DFV*MfKM5i+f7Pf@L-G02c7 zWUt4y*D~)3F`3s3m(ez}5wa}vS>I;`O5IJs5Yht7lj!fh!F66A46Bt?CxY*6s|rrL zJ=g91SG9$Gh3wJu4qK4j{td3Q=qEDHmuXZlwAeZt#)0SkT^e0<7qL4PRHMC6o>3TP zjE~i*{7jlGLC(oSaV)fL2s-w)H*o*w%CGBpNQiLJ`tdoMNq-@3|knuxGRa@yhP4d(=gn6&oCsqZdI z91nW3V2!GrrFsyi8n4{#Tvx^|8w}fL$1Ou6h(u#MTd>9oqaQ)#bZuy_kemHl$}Q!> zhOYWGTfTn}B7SSF5;4#RyQ^5>TMOV1?C?(cV%e zG7_3NV`3872ceKyY!a!ViG^=<9If_CcIeflCa0GZQULD4k3||LvQVqs?&dFP?`2)7!=J5B zqkioeD_E|;e4Wn+XF!ic^j>-~+NX7^4VUl}aa+Z_Z@2ug%zeD6f{K+`UCfCi`tw?D zQjlM+h?0S5>KRsuwW{kTuT5q47cZP3` zu)xWTq9|h=3g_70yRAkS$w#xwmCIS{GM-64fcDW{)b|JTP*qWU>T4YC!F%)0re#xH z)DcWO_9-lW=l91=>3M4*00)s5Tr*r5Y|d*DaCW?*h40%X)aG;maMEOJ2?XR#ma4dR zJ2tE(g?iw;kW7E0P|hr4H5o{0UBFUDWpKUfO3aF;ee(Q4`t(#4AbRPbQ6cw5UyI6YSBl@)DnkJL{-(8!^F<488eZ4&uItYHcNB3IwR1 z;UNtCS2f{jtdvQDNDqae*5ebeFLB?ULe4Z<*e&FK55=Gx$ZC^cDvk?RA|sH2=B>S~ zXfxMm6dyzhgkK=@<4&hpo6lhDc2arwj*jl@MI?`BF|F!W`9vRguxS&$-S^70H+Fq4 z_xVmyaWs#kY6?(=S1cSD%s6X_oh~O6SkVzF-D6<;SwkOyzrILN&nR#1iE&h}1-esG z<@Mmw<3Mb=T@Nk94*bi}@)a8q*vrkI_%z{-W^0qFR7}5!~v> z)=cGj!T7%(3iekze;#kUU$0M7pzf-ce11pu2%1q3zvCEl*u~7pz*i2*v#inLMe?I1 z61_LVJ3pKEgzHw)!GBVs<|f|nN6DBuxkUzbzBP<>Yk{sSg!2dq_X{S?mPc-_Gx0BqAA!0(fo&5DuK-8yDvs1n$0%t^^P#4OkD2Oy%=(l2* z+pwRmAgdI;vk@F|Btk!rTwd=?+mf>mpGR^(W}*tn_Hh8Q#2J*J=bffV`asm(XPF&h zWoQ zEPLbSHJi+%=kVb=b2y$9GDG9a^QLMP@rfF)!;3*M*&@hHOCmZ|R$dw2UrXw#C3PnC zkfwu4Qj?h7Z=v75>CNwSp__y*traLRJPl`ZOWbT;M285`A}G|ZWRJa|%&3n3t8^WH zUZcvaZJlJ-ZOdH6(ye#ti_bi09U6<{zsM~S8s~Xn2`;LAQMby1|CV7>wI>#XG}M~B zgJ*YQ>$1+cSd+l?b|V_6opt23Jj;>b>~+r2_d#}4^x8qEh|IU8r+p1c-nkZT5h*RV zc6!6~OFqlKJy6?0QS&NP zr-y;ulfsl>ZLG za}7Doj#OiDTNj~krZ=30s*Y$8It)2BJqDD%bj!v-Qvvr1<9FW6ii_H2W86~Oc(zK1 zHgbQrM04ZxEYW~ld8LjaN^2yv*Bw`r@OKF2{v=TBs!S&nDcG%++DAo=Y-~Z2*g6K5 zn89u=lanw>w_&R<0ZvB{$YAmR?#3?o^|uxy;`MmT$9^BPpV4>k`d4==g@C7%Y?yjwbc55zLLD41AYOm?1^&h+;c> zefTXHeUQ19zpAF)Jb&(E6D%Gt4n@%$jr6+d41$&XgB4luHviSau7xO#Gf{ORLF#lwUigEGyIj4@HxU2&oC8f-pNS z2jLE4&!Odft0bD<8>_seGlj&xp$y7n2~i)5MA!NVEx2AQV*CX^f2%e1b`upQ@SB775E7J(aII#pX~ zJ_^F&@FVfkdv|`eOJ{XaI}-9)Q1!-X7Z<8p)*JM-c+P@44zxX$wfodMsL7PWYI-u_ zYDC2`Kr4vA!cE%%l6;h zF-S{Pf~};|LxPDj?k(w|UQshLb&g$VT-Nil5jQ$5dVe#88O7){sH4?W3OEU(a0e+- zEtp-(=OtuVsO%Sb2@-)Jy!rp(u*X2~gndQZ$1x3mDO530=WFIvSyC-XG+6vpY1Hi; zdo4ox_o(>E(78(Fs%up4FO+S0ArSVihuGN>1i}8%7+?)x7^yIcjvue?36alPg=eeT z?5QU>oU18Wkcy5HT6D{6@SF|VH~4|(^O~!P>;(_zwK|W8kFYO%cA<^eXK!iOMb;l7zz$?8lgG3*9}`NQE|T6joT$zpP|rvJ zwUH{+Gvkp*uFBs|3(&cl3=XOKFsI*02>{!4I+$CV$AUk`R67x*|0?gIo$yHOPNJim;Z`(Fs+cV9bvY&vUV< z8uPL+@5QNQ+@v+(yik7+e8aax|2gAt)aQvY{MqEztR~eF#7uF;r+?EAUQaaCKLnVJ ztYD*_!wD?YpTa!ym)!)i_q3EK2KTuF8S`0SdoIV?{iw;=#R=( zAJLh7Sm2spMZh-CkVvkDxf&{B-hecfU0c1uqdg31o0)f-%f4Rclh6(UTg=VYai_PM zZpcso1Rx^}!6Gtoc! zaVlQbTtjJ#V?@U0N6D~{VZP(UEnf3pAP66fgmjVTj5tEdn8sU z0hFKv|8V~{q8Y6PMS#VBBJ@W@xK5n(nG!8)HaaRStlHbqBQO<1t{R7fp4+-rpE&g2Z2C=* zM#*pAi(VqEJh%ylNhi{4&)ytVpz9O-{0*i{v0I=+Oq08{WlSMNlQ%*2_x9W4;rad= zPkj!RVYv@4YxPyQohbpsr$}v z5w>yqR<~RlNaXxfU08wrcKZjK4{Sn?&d1p0bK>u4lMqV}X%~4;z74w$yA>UCXBSj) zCd3UV!sJyOh#-f5Pw+^G?ojFa=p0nNwio<5SoQP2qJhvybH~`4Ij!565=7m>VnsT1 zeZW?oQHVPoYMhbbbichA0@Lta(bN;C(Mgub^Ez{ACk{t=e7W0U4|eBcm~%Gmt&8SL zsyR`t#G*0cTnHdYjTCLCDd8jTrD0rue7b8EQl8z!C{_?+%X5A3+WS*xB|FOxa1cn% z@BYL6RI7Q#ES}bOjn{D0Zg&6dp*<|OM_mS@@|Oa6-G#v<43Pi4e2d|WqEwUtj7MKG zrpyz3$~D8?ahQA(w06;?dc}N)w2740KYBYuS_nI^K@wSQZJ~%_!G~f(e8!T1L}{}I zuXwBWyg~XT_Od-n@zOPI?N>2q>&O#CML0uQ?^Okv0Gl40Yy z$YC1K{^Lu+#hqX((JpdCkZ0B{AXA{}WfwUtvwa8~%PZ+c^Q6prG(dcVo56^Rl)Y!N zv6ijBqc&iyWYqM`v2OsaIy;b{<}Wg;o@D6y zc>U$TC{;06;GlD==#QR&y?I;=9;WOLY*dOAlN`^mHxX(ez(BW;6919R!4aANc3`gX{o{FWmRWcSUiui%AM6#@KQ2@ zr3{KtLlGT=(%*gGQFuW#I2+bUKa9#v!6AzvXL{-*YM3F4b35E_-nw*A^EN)#7FV~q7U zW^FAS0twEh=H|Hs46P|e(kk3qN~F3r2yD0OE7!X$EM9|1zRMoNUQQRei?GRzD{)1z zB~Z_zD3ZSKZ{%gv`VQkS?)~lJ55epg9ETv!lkK(Emi4?PyLDrOE=~ANXc-%4F_Ydo z)7XuUgsWbv_OwNoHOJHom0reGlsuGoy8ksr)19WD|6%n}Gsrs1wffpeM6)wI7@rW^rHIdj^NW^r6CfZ}h3$x>mK!3pMmk zo9q03Y%H6|xQi@x z09OA}r~n$ln$M-K-d>U&lC%IZkIpxG01kE>C#NB}2y(#nMhl`@ zt`@nivEAK_2=QsZc&nVC;=;Tp1FBD>!!f zayR2&Mbd7o+>qgu9V4S_5j(`KvjwBax{WW@D?Mfojxnal3< zaxKYH%a-hYgrjO!D~&1d!!1H|vu!6K!DLc5Q_n3t>L@1Kt{Fess*vEYfP!ntZ?|Gf znK@(bXx1w7@0^(K^tR^m|CpigW&faHj5SwyDNWLSIBzvVo@%YsO);BcAJ`?^tl)yb zTr5Ck5syZZvfe5EN2l+~6;7Ekw!VCy7Tw=`hg6$C%LErA!Bb_nB~C`VQzyoL>T#hN z)vY&Tggx7nBH+MN*xKb0@5idq?#%Y@-;MY8`e{o?J)^o~j{qY!{?�HzhQ=(# zr~PFB?L;q7qWqT21MJv-bTY6sJq}_6hRIB|drKQF ztL4U&(Pn^?PFCYV5jyFAl8<-0Os%pj_IfWbNsEY(0v7tKb98L!T=3Ckh^9623EMV< z&MFyFhX|To%ZXY%Cw~(GB-iW=@{jL8cm6c(m4c((XH4yzM9Xs5steCZA_|;Gp3{O% zb|6iB86_Ljh$*37&kyX5eXB@Wt{O2ljiGE}KCq#h*I>A%=e5b|*2)0|m8t!V zOQorCt)b}>Fm**B{#%pkzmf2#{cwlWF+fUoHkCFMI_ko!9c9<8wy)18Osw*mCs1pL zY83ktoZp>R#QdwAQ(R?cO%9|{*;ru8B;MQ>-9LSMlN!+w3z+lrnrPyOQ|fTZ3c!aj zfx(`?D(A#(Tz92%Qu`-L>MNGc)dvhyE0SP%_%SMCrY2pDeex*{iEkV0t6)c2%l8dT zjG#sbhk2|A&nc|w0}-$VCjhS~r&YUAh~3+Y`ZB@F^=|^A3I+H1ky+bH2aj6kn0|%} z6z$<~+@l{JLCdOP3acV5Lvyfu?Y#Y@+zx;=Uy(#C74o>g5tiZ7emE>akGdbOn6s-L)(<_xvT(}@VS>9F?< zGpwlDeD23>&W&25OGbS)Gzq~&!u}Ac!+zX5Xp8~kB=aPu)WaDUNa3%86@?Wu_dsQ{ zXIh$G)!}PGMeWq3DcRyx6Lx}Fq#W7ZF$thbETu!PB&zJbVg0cP29X6%Pz7e78R_vbZI@sL!x2u^b}NnPI&lrv zS_14+A1jyGm`vERWG@rEZ;!@2%{;P>#-O)p4ab1g6%iOKH~PIcfs~)1u274Wm2hx5 zqFaLkFoCR89Ihcr{}=MQ)zI-Wkf0ogz5)F1KfnFEky@Anvz4_#u~Sd&y)&o9r4?%j zOh9E>JZfPg)(oo1Q9H@Pbi1ykE5;mz@MfqP95vyzXgZ@a1UH=KwNwh>Iz2$Q;}?6>2@eKmi$`I7CO()g!|_I@pP5}aWzepP6!Yj zg1fuBOM(Un5Zv9}-GVy=cXxNU00DyQAcNcB?!Ghcx4VD%*UWU^JKfb)=RAe6@V&II ztAlm9HaEj}ROv>Azt#6gk4N+ka6?uih70 z-Nr9p%n5cg((X~Ab&qFjwW^oT{xiH5bIMxRt3#K~mph;Wwt&)Rx5$3zi;aCp^UU71opb9C$NOj%_&?&Ui#=SBc%eKtXL ziz`UUv;aARjN5+g!l9=jh2EEWHGm(QK=jXAw<55==v=~C!DAZJ(CXj6>e;)$?$v&M zK>ep@aEb?fVU-rc;VMl|HDp8=D(9E06BJrb`#a-=A|5tw0E>(Ir{6Z}{4DV%(&3#Y zc)gkUZR;{^?eh^&5*67nyP88bD;DFI*FfBqfWy(?QVsUTq6vmC*b`$7*V)A@?wCUZK7Mm!zn_eK+j%IXI5Rc>}C^R{Wmo|h)cSXZn< zQyZb4B`n5Lp&;wf#s3@BLUG{4bMCZBs6bbCt2Gks3D$QocPN|I&Q+n-((RvmuLL^K zqWBiLBF+k+!Qm@A%OQmYWxI9MJ^U&d;isw@me zCSx?eY=W)>+rM5|hu!W7pDc#LX0cFf8};+K$FIS{p)HPokPLM${d1!jnb^Hrhm**f z%t#;=kr+;j@l09&gigtJMiSj0nW9VqlY!&cayve^b~^#xwgW8jVW18G8R{e(Vk6wY zDlKIjq5fH>$c5DU%fe$Z!yrCxChFdTH6oq+yT7J@?7`_5q{Rl3KOcIL&d!l8*4MM# zAe9M!nO5MvPG`HgTUwuEN_^^Bxp7iF9tSH-91($*%{w=5>k~KSe4hinRVi=n#tbi^Wl4c`m$_MvdaBfj36jSXHI= zA(Xzh>K_yQG;%zH74HDYnrcig*<{D#AGcpxnwb@z1}o1_OHrI5HLhHCfPi&YL3CdW zs8G=zRGx?qf4Uuk*}!qc`ax067^z>IyIx+LnCrfmVHM|dvchFg;;yelk9x8laL&pg z6kuaT4s)TIV^hwnKBnbjxPI};k|ADEnK%KN^XXA-zD8FQid<%kT+ARIh(k z5+z6pqKu_m;YuP}JV+SmO0}YH%ic3>XD)117lOCCncVvr+;%=+l-52h$}%!;8+;)U zsIU8Ui*c@WZy3~I8`)Gp37y*EY0B=*mdmbU@GDic!JGia0mkgnV92TI?E}1N>z^g- z-!{768ZjsZz%b|$OU6&8a4jlI+0{HtYag7QRGtP0GzFDtkV=$f6;12Bq`M+ztlmES ztbIJSxwGqa=Z4r=-=JwqWzF?=xgzLzn4|J5$bMV9{XoLe|EfJqZO3ORziq7&#w1_( z)luZ@?sKHaqW1hV%~;xhYkKuH?8mBf3AbjBm%{E@yiG$UM-kh^L>k9kml@~E?=_cp zt){i5m?Mhd(K{v;Y{Q1dPee2-Ze@O;PecovQeC>-zXoJfnwLM-SD~4;%`5(BLORYC zUG=&zFl9y3S=xx(R0We?-q5L6z@zf~yvneqXbBn;yobLc`Z4Mq?`iL!Eh`QC4jGhv z9go;@^j0AsSEfd~mx4>aP5rst5%M4O<#jhi%ob%(yHzPNnmyAJGecS>LWX1f7gZH0 zbKx8^z2Ye8rWs@10?9{6jlzBp$-gyv3!)~#dz!8|H8k)<#?x!CU0-f~NEl-6a23ES z;vNHu7UHM0{y2itlr9&6n$P3z8yQ`_(_dVPul}EdS)sTr(Lg>uvSFdWu61}R z67Tfk(=XLDVEZ>M%9xQV#1b!emTdJPv-3E#H$QmacTt=;NP1WKX&x|Cp`BMCaYT#o zoI#*xWAk%tjF#Ubg6-dMfy3<@Ja&f-o^p}U*N1281Ml4bT+c+W=h#$wGJyPWiux6= z%lIv6**$hpgJOyl-bGcKE`j_!Li}--nm94p%PacRTTjjmxFS-P`@riu7_3odxwMQD z)0M(FV4@k|UG4iwf7I8ZF=E1z=p4a8BKGx8EV%doTbQjZj*#&JMdYfPR?{+!4eOH% zXGWD<__}NlwX_QYhS7r-b@838JGK3w5)cSF6-b_qo(>+-B;D?0ih#zkba8zv>3~7>b?ktwax%P<5eWAyI$*#yh>4 zkLb!cq=6(C)81z#pk{GAtxHjH2lwN?QV3)j;|V^u^gma$n_22zm?-izDHtkx6#CXf zX{XiqSg3_1BG0tOD}$7ls!LU?A1G`rU%iZLz-pFiwWx9* zoVRBQHb%)TgcrwrS<%vHk8Jh|W~#n=*LKNbsusIdZauKb#%wE!e10P3$dD#bpiANr zgEecK(1!PG9?e4r*pYfOSB(Q&@0ek_>@qc88|_W9`N5?=eOhXn^*`2BDKVN%LR5V= z&e})WY5R9n8Y81~VVlC77mIepD>}0)Yk57~^&s<&f8g3gnSXwYh~Z>|RcMbq(=j$2 z$ChuQ@hX?`T{Qu9ETPLXdiFwH6-vc2{|4ewxVzNqv-5BlDp=5{AMR)GnhHuJ`#A!< zu~|q+k}*XmJdO>Ef_jh2pShH@3vS)*pT$<~Aeq~V^!7hXy9YClUJ;W&57HxtaZ2pO z7!@Dhpvzr8k?J%_4~@Hr>YYU~VH3K<63u>iq`f!BpSx|yymh)_|8eQYfJ-=YF>qt} zB#mmxcS_GSsrT(Va)L^`tQ{`B|BqY-kBWzWMx??3>J{T(*V~F{)n5H1#xy@mlAjb$ z$QiOd{O}O*@|3jm!ge|BP(MFhl=ZCC>Cp^S9J^x7bxN8!3zMP@v#}!7b^K@H8kCm% ze7w2W7?3MW=NRzeY-uG7R9ej$4yY?ZQ(3SBb>N&yXGQL{luM$N%h)fYI|E_JWbNG=lGAL zu*F(+WcL7apG`fjpwg5{J#X*E$7d1V%kbwHg+--~hVmV>3yjEPiOcFbRKupbDu1*nenw66jD-j}@2Y?USX znPePQpx9Cpy&Jm@KDQ!fhUbN}&d)Ai&@CL))y{j={o_%phKs6ty+7HUh60$XEaW=QiXu&I!3!#~ z@BqwN;fEl5VJobd(D@wBx5+opw5q{I4=v{J-{(DLYZ*dR1)q=JH--MpHygrKVwwjX zh05vDfI$wk7ua?1WiWMg-n3Sa zApq7MPP?_4&t7KsR6x<=7CkCw`v~!ZPgI(v$*wj>T$U9x6vE%i+P@|0KhK=8AJ%j`3>k6a{^D?SkL+%+V9M3*@X`nO07QrS$1rca@qFTZl zIxrm>T?;ikGwt!S-d6kkJZ$}SpY}gu?R!@MfX1({+EWK9@o$c&o!PiKXAYs3ftkX& ztMjM^>ZOVAzdAUtDOtYvb!HagtxK{LAn`(jYrE0=G;CE{CCCCgfneDSJf-8xH z3YDFp(k<|BYf?Y=xD-1TLu9%!bAky7;A-owaQgBw{uHt+!bjm_QYkTH3)(9o)!Ma< zc<&BoA}SgOoSdGGdY7Z|L}n>QQEeWV0fJcJo9a}pcgDGqx)0}M?BsUwTxoa) zDb`xHR)xySu(LWpG{X z*Z$9QF@vgj^EzFIE7-{)qR&UZH?i$e(@e)z$OR3><@$4sn_4-}D}bZw+Jd|~#`gya z%yGQ*v4D-tqTAR*)uXkYG_>SY$qnQ|HWFwAo9CUO4cjHoxxOr08-1x#h92_JXozR< zu{sVps;lt4ryh43?AR#F5;3d;Fw!4W{>Q~PRK67aIJc;{MV9gj?`QnTuqDzO%8=1 z9zWeq-MQzEjy)+^FJ$P;WO!wz+E_QPXoScFbl72{e`~oYh?EtuCK|O5d#YG?Zgx7a zRX-I1->p#r?{)gcxahDV&RJD~bjX?-l7;B@JEO`Nwos)AGiG17N!s}b^BJU@--0V* ziS`-V8#mAe{b|~-!Ed1O&v#!88T=KaXFjQ|-tnms9n}BF}Zj7T?pwBe9bPcD3woJU4T7CpJ?xMh847Q zR^UWmG(wWTi&R%_=~!k>qt`L1A5$nhT7B zYwn1QOWBE>v+0k+U(3kSEEViE}JlMXv_FV;%HW^Ayr zQ!eml#IDhd6ecL9w<|$QKl5N|%;>Ki;=o!|tc;^m=jbFccv!Hwr~Bvvu|au%AcW<@ zydl@Us89~5St$FP8zU63^F^1Z=`h7^8Bt0tQ z&lm4FdIOa}UZ32;>jpJ*E+q<{w-W`74XD?jbbxWr-b&^V>T@; zUR<_;mOfN^I-$?qS$W*k7NG`Pl|G`vRdZ!*CEqVst>J(E2>Z$lfgzru6H(2sgDj6= z(ck#ATY8@R2lz3m57FWmhG)t;yc4PgvrALBtLLi+uW73geUJb7Hyi^SM*1ipFKMM# z;8F{Ao@t9to7-JsLK z^}?tc#K}1-pxUy#!ufopA$h1wuh3d%an)j*v)aEMi+t=_evo>4^iq4Y-?-@F@U{yR zsgz)+o-%o)YHeFx$CjGbEcu&j7m&8 z^m^L34=La`66gVB975S9P8jZ~fAhbve`EKG%%r2r1X4+ZghRz!mudgT*<*)ZE3=A? z*PcxO;cLn1Jtph?pBc@*b7}%9;U}AR5cX6&{T5gN`<2$w()f>KiG&i(9>7-X%TfBJ z(v+&7-TR}iwkXLW1Rwu)?yRot}_xbD@w7?r4`!oHVg&kF6( zvIW+(@Y;X4RGZ)I97u9(yQ&SNQ)mD|@(RKN)2ktl-DcD6a+e2*|J;G0A2Tv$(}1K2 zbcZ*6(w~Qp((~pnr|UnxezVxxet60t!_Pk5rq~pl@`fbT{aX-)%qKh-PXsco;BvB= z6gE1RITgOZfP!cAn>!u9QLq0dr$Ealmpu{V1i6y$^vYZQg^zKkmAd2k4h{&)-WXNf zk(lKMMn`a=$1)RI9BO$?NQ_q-5HsQob7DgeHIHy{W)X&2oKu^%=;Xn*0-+r ze!iYj`LQWl;bJD)AB}Wf;-<}Hn0l{~!$fvGhW~2geL2gnU|~0I@y(9#BdicLGK?Ysp(aU}_T_;foxMd0rPBMl=MlpC{mn1xW~>_LaT;2`q%{fF$$0 z=GJ4>z7`eqXJ!$MPve1Cn4jq?&&BmzWRICT=471Ulv0N@E{ECwh}3aEKtAF#0GC06 z>~*s=(L`3Kn6-8&Z5sM8Zb-dQhl$6F`(JqyY$`!4x1P`3tbK^I z*0^llh8=%wGz;G~Myoe%q(CbHW!7$bG#X&VnW!VgJCCkcSCJm`qyhUNVjl`oKj(@} zY2(S*iut4tX^wDvAcs+&4kcL_x;-iVPIRbbF1JfZpu^C_wD)BM(;qwZkuF$!^sQ2e zKE3>W)sf={P47v34R6(RpIs;e2`4TX;>B`(*IJ-SpFN|8{=!bz$m(eKWKiMduMDv5 zG9O!kh^A42RW($aLxBTGJeJuXrY!Jzl4~lkt`n>Vb16E_l0(`*yh*@{Qww3wlPnTK z4zV}qyqZ}p$1=;P8onw^O|w8uY#c$kz(OG_?$Oys*{ma4@%A`6$p=ag#^=u71tdHF zay*|CFbU6Dae^*m^;;VZOBpU^vz2kV(Y)p?7r_^tVW6SwmRsqFZyEo3O9(N;hqr*W zL&%vUQhLUMX+Ov1sh;bQ{Y)Ix`2z%{% z$WkcVP(p}GJb0HO@72D-2Y2)_M2sqDfh;R|U7XW3i+W6&)42q?gBlG&c6Gs@cQD>- zO6#bww>v3RLST*TJ5@;{>)`yYG@rJuo)?*B=0|?pPlp4R?j?*+xYP&d&K%Sw>T^0I zjQ?fSYEwMHtiCco=41_ zpdY3k$DJ0FQ@xERfH)>Pb;4qXb{rT}8SQ5FztaX$hg^nnnyw{oi);3)^+bb#6hwRA zgyq`{v1?N#&H_k|ELny78ap7M8eaJ*TcUGcyirAS*%n=yv-<>JVtgTpDzW)pf8w1I z?7+#j3&U4#cm~nl>o#GId0T}=*}}qq*cjQ85tt~Ez1W{5GLYg%C_)eNtLsX!zlFVD);mk7t$e5$$Ss%31G4gU-c-NS9B!+&2yfF5s9v3Tq<%;^v-D-IlyuZ^KA z+;Y);ZeDXa{aldf<}@q+HrRGQJI=mEktz{`pX177y%xdRE@!rzVNhfT>@@8EL0W;g z-g*w@h)nd#eI+BKf1zwK`ZQ}y3}@ixH#Q~&rih?UZiIA6d`I`(3x>g5Ev+MxDrTr_*fhrmZUY`57bCTOmXdWKs3yk$Q$;^N^1% zUl+t{-=x}$V$!r3#2dq*wT&M4q00kX8?(TJzP?uNmrk@$mF-w%S5eMXT!eaK5bdUE zMNdV9NZz6dAv5V(7z@Ubt%nfXICtns(}2gYzK*Xot}^A+k$dj>{tdCBxtC0n{+vA~kU83&B zu<2zh_L}UlPyXnb%No)eE1TcX*iKUq;Wbor3pAE~Y%7+OvdUYX6EiBP+p z_23IJQ30J$5~&+wRLm?ni5CZdp<&sw2}8rg|6zlOs7`Y1LIpbU4ieb7;h=WQWxZFN zQP>hbU+A2U&d3v}xV8_+zL16=GwReRkM;(maQ>Put+Exj+k;%n4_Z^-e0PU%!DwEr zSIs=^()i-rh-Wo*f)2}5x^BrinFjz;MC8WKzM^DP*=al%UXQKcsZ=k~k<{6pANWGz zpMjxKXzj*f_27!hipP#{`;}-BV0$SmXdbOj&3SWox*TfYqnu7ARgM9FyS zK?u#k&xaI-&)sIXzKCj!RJnbw?f9NxQQ8!(O8KR3GvJn!cwH&9wA-6OE!CxUnBEVK z$NROejR;|6OEkCO^Kgt`Y+{n_pGgqPSO$}GCg)`iLRx-xs!0JBs{V=r_8(FerIv1) zdBUpOJ}tT4tTQc^=c&}Q+*^8lKS)0HTR6crtavrgI0E7BnKlyPr;93UE_?0dU)%k8 zMU9{CIg`|4%9f0=2r6$~arn1anpb}g{jF(4^tJE{wOFb{BJZO9p??%1KzClASin(T zSpul+)DAU?R&seTBE}nfklE>r)k(hL60^~#p%tUkf6VzW1sr5&m%^$FgHFK|vz6SZ zS6t=FYU}PXjBd!fwa~4dd6E-JkY$#(69)+329q)gpC|Lv^dn1~oSm+wU!XZxbTnmf z;G*eeNl>CAzg?$*xVe9Y7X7KON#AGBT_ggT*y^@8AWZ{yJCSREDueFVbx5qk z=zAX~o@K~k`k6@fz>u?ollZ+*bB(4D7@#LLAW4gEwHd7~U60rJvSOR>vp4!J^k_)JK>U3N(3#$@gZXqnsZfas; zRCY@n4)MAgC|=Sm06R+F47^pIu|G%Y)Y+GBZV4?qOM-=~NUpcaB?;xCb>^4T9WfQg z2BwebsiVGggn+*?w8v!*AC7&#J0*65f~bD`d_8=FSgog)ol`_p5~s|zC}mx18ZPd& z;6AxuSBkset7>>xXQXbT3MN!lP>5&*b+B-0&924jjjPN4*M<>gN;90MsWI9lMi9RG zwB2z|l@()FNoM=!So7S8SqG`CGtbcktL(??&araNb zu0tHz*=8#*b+myEPuGG}*vIwl8STK^7`*!#w~fid>4i&!(h9RDc5Y$qo&~A2;WJ^k zdkovJ0~y5DwnmI8;`Q-Ll!w!156E`vTN+VGIiM8XCFMZ$+$5ZdCZKUL%Lkr^3U$ZC z^P}vnCm1ldQTlE*)c(%o?l!Vjf|v(CiVD9OF{*7QD+0*FY9=PE4x6V zg_}Lm_ts~m)Tf};edUUKjn&+ln8~jBaxb+l_{gxDB%eLYPRCsK)nnEfT^#JeiW<;t z5zUdH=K6_b*fjx>c|oFzOL&x0&de+py5rW9{n1Pz8Cbora+7jaS86CN@I{Yec3!=y zDN^)VDV4)aD$-RjeZPOfw`4w1G?821zT^od@&SCc@l(>3Q>3Xvm?&l^p!QK1aCa7s zXiV-NDK+wJnIjB64t(un9oA)wdNQl1ZM(JZTd(vuZ&N4yPY^KwbLUWd(JCX88@I0? zOV0)7+ex5#N&o{7cce0&Ov27rDl<8XpP`?91m<^&UyYkwW85Y-b!V(4S=l`;5j-F7Nk>hr!a@!ti z{f`JMHuU;hZ_wVz<>e?{@t_Zt!hfDh>e=jlvo@w}{{GUMZMjn{bZbU8DJAl+U_h~Fnfy!st6C?PzMNdVS5R%{C} z8fGBvS9?FF`7)=MH>v6?Z(keaLRaHynjHbpUNumVjis{({|>aVPZu^~Sb-HI%gJ({X%Ff=yl)LR9kt z{)&pBGdw?b%!|$5CprBd7AY(+8+KIcR6!A^%@CIYy)y`CG8^6%OK~7tH{#>CVK=M^ zhBa2a*9ql;U%&dEsg;^hBc%#f9uOTZhlJoTo5)>YPDCjL;xWsaxWJhNcXrac4~wE> zwxO;tw{Wl|3lRf7K!pHrCV&^Qdetj-@Xf%>tV%wYj z_eu|9vYO?d#BW{V1oeHL0-G6&;y+9B!CT{&O%;M@6QvP1`HzS0wcHrk`cg1>)t$VC zjQ!(|Cy~KUsd{V{tFRrKjxfJYGIR}x7CwXBT5bg32&6GdF{Y6@pfD>xs#EIqRR|C* z$dpR8%OHcFe)Kc-WetLRTz^Fpo6f$$o6p(soFXo9$J z-cynbZUyaKrUBuuGfyCPIMkU{5TS%H44SaJhIi^xXaOxx3v~>vT=y2yy$L_^aU{te zrHO?vUk#=~2^>Gp?&1MSTk`-QwIF&Q@je*ZHyE0}ju>O$4cOyMvUvWMd1bIpo#9^%w?D(f1IfmBjFfx3f`1BD@&y zNHwZ&y)f_&pE+mQ2i~raPn&UBAh$8o#5m6U?g@l=awJg zQ)gwlN8DOPF51)astgxGWvv^`@IlC1YXwiSwMG99L$^ydUgskpaihVC?M z+;|t$7O0w06D%FuWG=5Vu%>%k&vh14@d>7Q07AWcnc%*HKJ4H>Bv6L^@%W+5K?Y_q zUaJM1Dd#z%+pdWTw`p=r?VRE5NE5;l!<@1&&K-QghlA$psb)R%H;NNdTqJ-OW*SQ6 zQ1fwdiDD(YcB5~Fa(gn`zTECFPOLTcg>ddjwHDQXHgGb9eqPpP^EsnO=K;P{o$;rW#7IOk{&pEyrQF;L4d0a5z9_&mf(Mx zD6RApO(H2*0L;vTGh@Gx5bp7cwh<`DD*5bEWtfZLUCirocSA?kqJ6nqEHkOays9vS zew7GQeTa(%1Fm2@u8TfqW+WP^+PYE@cr1g-AW>4wB31~}mEC7Hl4;y+^Ww7Q_n-6l z;?6Df)KwF-V-g@_ED=qMALxKvqfccIy54+kRvFtw2FD)s=+p1Q?vjr1v->w{G2N-s;cbF(?6?T zrBCgl~iAukKO)wurUsT)1QDC!1GMO6x)Yw_yaE*tL63_C|PF+bHYm@D@TZriq`PhNws0%?u9Ve=)_Bhiz1? zEofwwsWiYe>*8A1Z*i^w=f}VLMRl%CgULf6tw7Su#m=hz(v%4a+8$Qb~JMpBvmr`qS#WH50HfeHJpHy(4 zO+IDc@QG*4%MGgR5(%8DEIZy-snV#7Z?Fw?y$cO%KFEmQXZ`VYs zoK!!)S~)K6d?U%pO*j8OQx;6aHD0=WhB9&lw*1f!M%_>u|FB{@qZruvg%up!#jw|D ztJcimODV6v*3c)c{TK+zKI~iGjg)XJ(Mzu?F%Zf2HS>w}+qMPuBMo;bs!-B53xHT# znLahJue`S8)H-PN1_Ey}uqpV!TsHq45Vi89(T0aMy>Nb|@&FOiESBmm!$JiTm0|Sg zkWTUytC}Iq(WzaFn{Mll^69h8^UN!~%p1h7si2i6F0c|S>^y_F;LTNqZFq#vbeV#D zOwok3ohoC_$ZToP&nx>+w3lGASjVx+o>!mI7=8FZ==5zcCA7Sb=Tq6XQSdR&zaJl` z7d+j616x4VcFB^17_FcLS+(oKL%aAoh2?=Wh`T~)aXF==O?zRxd{!?9SXjs|5Ll14m5Nsu)GB<*uF9lVSTpBh>B)3&>33hlC}~WqsiN~Wh2R0D z!Tq=SJG3hSD}dG`ij(~4IWGoBa>E$#g=^AKkUky?isXIwWnWB zZsp6NcZ`#X_bv)&bJt_ns9$bW9N{6{I8 zs;?Fk02kWv@gg)--dSC(1&?sS&!0Z(v5s8A!mSNU{I&9JZW3c#)Sh{n zo;cP3LiVCKOAx4^f?Ri*R_uclobc`7d|ndSJv&=0*J2A}1T-URxh})5u@B({m2Wjc zTkUB@rP&(>PYQ(8{a*h`SGGV6njQ5zqaiZ$M~rk$VpOMBCIfs_^-5g#ppZ4V z&5!ZCx?D$1Sg!{u4+kg4yy}l%m7lR;5yhUH@BSerL4Jeav1<`X%Kr=rK6ttj{jM!B zrqY&J)Pts~2JG(|h7zcbw=eRS7({Oh_!3T*(mX>-E^|_BdH$J_{dd2OPC}&zt{ZwL1<~U z`dxkBCT0S`(=-mfXJ;qrT2@%YMm{9}RZI2R0-QeWd$dn%_GKtpTODz_Ti}gV{l3$- zR@1NO@$YU^w5#B#<%XGEjW9X*?>*{(XZH!;eqCd20yz4GbZC4xueoa>(?n3%3;lf8 zab=>NE>-j8G>{if8<@bc(}OmlIQ;i3^?Jg?j=ZvOKR?(6|LHmmwwXcD{5}K`Z3gV! z=8YAlPjcjl_`WzUJle111P80qXv)^M+~)q;#JwF znds)rK#)p|DX-p=x0c4TPLhV@Byb$Kt=XYMp|Rirvn3_?v@3|n>9z6{;H@HHbNY|u zaiO~ec64|N(iHxkxk9Lk&o-TcU%5}3S-d}U?P78PpEr%t(jXU;3gspQCr#B)zpp}JW{zhEj#6xH~RmgcyQ6N3-$ z8n zO#d^N+N`DZlh&HiWiY>K$!)+P@C!ne$*HUCVoiS5G34|F>lG@q+#CKjH*@i(-&deS zWIL4VvZ8igk{?s!T{SjfFRiOomat)bT0?DWb~g!@(5yq;XKmHDIrWkWhD2o|f71zw zr8EilXRws{4880D4Z%bhd7?S1o1Cc2%EcBXW(|x19#$mk%fjyN1oJYkKbN?J9;>nKdz@N^ zlSv?oZt#qmH8Vdqu}ClfQt}D;Qq5S&U*f(ws#GBV(fB0h0u*aatNu%HQ@Hfi5g@SA zX0;ofLcPbxGQwm%dY%oNfLG> zY+5}lH*~fop)KSsaRm!K=<;W$Cg{k*pJFbrrRnpGNB{EFdctdYYoVA6dp7t#ywhJe z@5nArv62#`Veu|$lvr(6GPrdsHASj^I!e28v zKqcsLNn4-U6=HjHPmXKUvKM_FZ%&vj{Q^?6Ixf1%jWEXOAkw(z5!U?T^Qm z=1VPm8U0qCe#pJ@9_e|mW@qr{zp(?bi{&pgC_i~Aovi2X_{!37ukMMGBsSb$UU$+2Vh8(6Q3?e(-O#dUXrx`0Uf<^c$z*=3Sysy94fb0@ zXsTxHOFIP*9#|pyHK{F*?kx9&OeV#0PtRRP-u@y`Q#CL;`_w5*Y<*MIU7U)`@HUh)#+ zv=Bv?t~5;aNC>)K!+X2?5_W-v^>ee8&e-Ful~*KF{9OXxf2N^ZpSX*&%Rjpfi}CT+FpFR#ydb6fKmD+HDPtG zgj=0ULIpi6sXM_lodWfW;wciLd%w!osdR&nSQ)UQIWJMay{ey;Cma>=m%lm8kb}Mq za?GFZq9MnGLs6VgM?uffNa2X^rt15!cuX*VzI>SoLi6@Yrwudz zaTm(iiUgP`N8QRH_jDsvI0O&U#5XR$to?&M&SdKYcl4fRkPcn|_*%)@tf415mqan zwc?B0MeG&;W{MBtInHjrkA0%~h8FhlQ>CH^_T_7CrY+?>_@TaT6~Kumx-@DpcbQ;i zK6nSh69eSx`b{N*mmAnRv(L9K^8%hjIbEvQNbg?b!|@M04GjOiOL4$; zgCw}PZpRQ+HpQ-NwjHGuokkA4Ox@k-on8;*$KTE-_ZNR&jiomB?`tj{1+f9q}BUa_r@Y=1e2&oK| z$6`DhX~6rAc45V#7yF!WstM_9)M-I?m#Eweizu&J?fN-ovqGiFGD9SU?&>CU76KOCQmN8Pv0HTg&JGU->ftctB`(|@=!NwC zFu{E_zh1|lxaeqybdpO7Pm~l+nhBA-EWj}-t$_`fpU4m=obvU67?HnU*Vx!KtZTn8>~v#(+j9mj7JenrBV*Z8Oj$~-iX2fe14tqK^*`k__0{bn=f zT_oyOII4VJ4G?UJ@4Cw1e)yim%of7x6ApS}^4mSDs~hIYN+wR!LWMXq-+r|VPtD}i+`*!}%``&dwX04n)r~6d>3VZLWRJ1)Jr;Pb_ zcuXR!Px6!xeo@>dv#Xsqu#C%N4C)pR@YYVpa^{t0(Tu(nkNF$qdS`+|x}_EwG|1Q_ZuqVNX2$~73h4f-YCrzn?%2fpl& zGg()8NZ4xjFUtKCd z1Y^XKAMoT=@CRS7WL^8ry$Ai`wIa0ncu#RFp!qnE zBD^60x=oL->znFee^PCkoh`EJ3Ckvq___Ch3)21qU*azO`Lm@pKVnzct`e`O9Qc6; z9=9tG1@NS2>rJ12NooKErLA^7W9P>D)Z;Qssy5sVyPOlv*0d9s-W3G%p41w?2a5Mi z`L>s&mu7uj43#0cGFZmKOyrQ9RD&71cr#{gNL_xja!EUbaBN#sFYExJ#KRlBOTv-U zY;cO}=C-Od!P1Df7yLLp*=y5l;&zH9{1atw)09)>H+kXZ88Rrx}OzFQP2n)STQE{gxMyV#fcq;=sF4MVo^LLTRTzCm= zucjM(3(c7{lD&=kvqIS4$BqKrd(VW|u*J+WPOx?QefJ;GqA}-pRP$M0TvC|ynX>7+ zx8U<|2p~aV2T}9bKnEt=U^GwB-BrQ_WGXA3SdH z41ygZ9S_^?Z1KK#W#Slc;jC|vvh_;u8dsta@ghfq zkGzjtI6`%GR)YVz1)XZ=Og~9>)CIybg)v+*Mogq1>TTl>yVTEFo5XtFM&#yMd)Ff` z8rjz*THH$X!1KRYuK`YkA*8^F>p1L{u{cbqMwLqZ`+2S=ai5sH-#;qvp+zELC#QAO zT#c3u-1OTfjXH=Vx*pg?J;BBSPDUKO$)%0kR^0Hi_Bg;hNrjEVDhSgstwrbaES)gO z*it&lnk-am;qIS||6;xWi8cp6COMFZE{Wd-{pC@qf>L*}X(f=b2{BT0&X_OjS#fQ} z(|J`aWk_xYaqS*IBrEp;VgQAIW(%1{SOOJnRI>(p_>9Zipf>c49qF;wrppJ`a3M9$ zbXC^bFLKs-Zr^GjEDMRoIv?Bv3`@Zwu<)^f#cNrM;8>od?AO1)-p8jnY)ym4U%x zpF*GfXr)5>pbTgzik2XaTw>mmrc~4?Zygy4!L3N)js70ve0GjF#TWbeeMoB z7#6-P&kVEqGEmR*`dqO zqb;o(Bn7oQDJd1{>q*jVlD zc@To_sLZ7iRN=ELq6paTgzll=657+0<`GQSH$<-s#C#JGBRfj@F}_Lv_ZEgNyJRm| z&fOwj)@?DWi=`1ec}9T0$lOtHX(w8Y*%>lH+Lyf*=TYAe&3T!KhjW~W_YnmCXJVH_ zDplSt$*N)EKYm!Av2lN%A2mKcdzHd@=*t?jZ-rF_mH2B8bNy|1A~~;L8+@QU&i_(A z_unhwgna)l3EvnY*;CTw_Nm&HW;XXr?jjQ#u8^0yHcL97|4dlGa(lmr>%6Yf-g8H% zV-p|nsJ$>K^WV8S>_`|I;U4zIjktHoUS+BZz7pOrfF}#QBHiqowuxHUYCn(yW$fP- zT_)p_IB@VG+4WK)|A@KK8EoW!u)sWvjI1UM>>h5t#)m_$!G<&AfPKX?npX}rQ#1$* zFV_HiU5Rzo@Etw?M|UqgUi%~uv@|%bPEreR$$`S`=Y0?1kH#3^4wWy%lz+4n^HRAR z4X|^GCYK1QJTiza4L@7G@wV$i01eIk-1oizzu(Hkb}*`hS)oa6*mB7zqhQ8`x~jkB zFrF844d`tZ)8#@6dw5Kle@>0sM5qWtI$iaXZ*TeELH}Fk6nO$Xujf{*4Rx+ghP3b8 zgg%SV6t>N!oM}&iV*y2e3uItFIe6adnJg}Ox<*gEr1G>)|EAIgg)_ z)lR2(Q(x$r^VgXGTC)6hq$u2*`joSHnjAhC`vc=Uv7vbTZsB#Tjn?cW_if~p7tUv+ z|2gWmtAyG4Zd*m3jQdd&T_Ygq{A6{%4OAs)L3h(|T&m=ecIxaY7~kGGxkMNz1ZimH z7v?M${BcH-KLYo+tozz6=Lv0T_q28$>n0X#^?yk#mrC+08S1oGQHa**{*#>?iFqlk zJiUEekT=m1ov(?Q9H?Y@^9Eg0mA|s9dXUMz$MEAP98L1C57`lHE#Sa~i;ImEuP|tU zQs;x!2o~KdLRGQ1vW9!z?_%{IG(VN`)5vNNAMAtwIQOqQ!y-oZBSZ>)Z*O}h>Tx_e zDtyvk1gekFx{0{DaN+4O_ksv#g;gi1e8)7|EMdQ<>@xJ>C7029EIV}d|9*2;5;f5l zSs2vD)=*0O;c%dmdw}Q z_r_l6Gaw&5G8>pbJiA3ctnpwhQdUvi^^W12051P-q2$_!lj{qgGi7X}5q9B`x&HK- z>m|72TZawn!jIz~xSufpM9}smRbt|EOzDCyE4|_0-xn5oeW&Db@sXI8HQ2hs7OH8% z*#P9bpCCK1z^WH1C5zw9r;2myO{|RMK!*8>@O>${i$3GKM>%|TD`idCkl$igy;=M_ z&Tu|PJcLHw(b#);UQYvIjo=NN|3MPxcKdgP+c8+ckajkuqe|4u^7dJ(RX@Vc*k zAkXt66_WnVeddKfmYk4Zr^1HguepHqqM+28j?jDAWq4?U9xTdG2iFSMrrHLTyZ1We zLL2fJht{*3YN!791R6iGoz8jwgW&cvxqKa>vx{kKkKM9wpEFo$C(5_|iUvsMf3`aw z#H2iSAWr)wPQO>=%*NIHzO>3C|41?>ds}-FhA2QwHmSf$x+u-nA0(n4gn>3zbY45VOEKpxo#lQmm-?<9Eoe6pQ>GIVy0k6eGdYxYP9P%)_Ha-jOg5N8fSTt z)X+vx93$FX9s*S92YxO7>x4YJDOi{y@5Lvm$PQaUxmXU|5B|uhHhwW^;y?em@er{N zjxc&Ic+f{{nX;A*(r_Cw_!Y8iRnbr7`juSe=B=4nQjevZ#8~1=;<+0DD|W5LURjqL zWNNzxrFJ(Xq%a5h#snw$mX~Fkrb!c?US|A9cGQoSfkv+TyxQwiHUs%M5krIEMX0xa z6+j}dMD*fQ|Ceiz9cj5MA=Y#w^gnsExxSd2^UCi|%zwq3=I)o3Yf6chmBGY#6TQOH z%x0kE?S7_>z7tL3_^#NOGHQ|IK44XQ>QW+JpA8xr+cvwkPzRm7fAe2=zr-US#lycm zvY6@?{5H@ngv&h3%eW0G^))ki ztF9Oy8R=lHXZn4lpJs(hd67Qh&Pm*4=pxLB^p$e9?P3T*JEfe?smewoa?AYFp-bP6 zzLq-w&DHzNyy2st`7JrPEmMtsk7EnkC+!Nf2-*b{J zx8=9dI`TCv6VK|7DS785Rz2pMX{@n~^X2}0SNYL$p%z;63NhhizvHrGOg7OE1ayUD z;PcKSy7y;~UHtW7>Q_>yaOQ${^fOg`#X>v)x9gtNPqJ#m#w}R&1L*prU|YnC86@Y?;=mST*B9>SHlRqT_0prj-B^T+=2|gV!X4i?HceGyky5*Hb-e zgp0x_tnSJxjl{v2nm&b@`jjGPkD~SpcZ?)MYk)e`EtAyR15EDkS7e?O$!Z(_;m4)s z`nuX|bJLox>k68@x5hlg;zvUzulnVD-+Kd+&pRS*Fh}qO4pW}16KbbZyHy0*OEAhF zyJJVi6Js+HlA%P zPs=)3=FHy}qb_1AL{k;~l8`SZd$mCGd)%t|JZDyk4kC{7c2m$%3o% zkjgGt``#zayA(buFSyTf#&zeyJ=Y~PrEl{=qA(k+?J99x>$WZ%@lJ5z-XQdqC`1~E zU)0#?^omwBmSYqRH$?~+!zjz%++^*ZD#_sIyteP%ka53hCh5yH6NeC4Cc#unxj zFALKQ*?Ihh@YkU|_FWM0<;Y#}66-f@LiTvCOd0=b8|qcFNseH1{imL>NZUme6f=*x zPec1l1oJ{pKr`sfHB?vO?da1^mG{A#lm9hsGXoE!3TxQ)r-GtNpJD8T+YwI$W(&k8lz8O+TQ7?0RznCZb5^-dOq8k76TSvj!}bEq=qdb`}?~>8JCDrK9610>?@`?Qds4)um(M#j=Q9u-W~YgcS%!qk>(Wn%JQ4AZz7)V|L-jeFqX+w( zUnP|!xLFSd66{DesDnZBU{QY7&u9PZn!!f3sIbRy5JiZsbgi{}diXkwCAaRnt>626 z*-tQhlcnO*a~Qsn}X+7ecHwB;S*lYYMEw%v@urC=|A(pHzR>uAi&E z7nS||AC#b>`dcQs@6~P)8+KiH9JC6r*y|JvC!Cq}1Jz{Os>{AKiRyUm%kg6p8iSvF zS4WzE+M<>|RV6?}GnTv@_11STs-X{?jCztnPJ?k^y;?#0n{cNtwGQ5KU`W@3G`T?+ zslIQHKmtrE%x!gb*|EWi4*gsMjnT;`htHK03~@Mz`15~VT)KnhjRagyJvddGv+iat zH#UsA&4>KJ#|ULPsK!{$IKFt1Rce=lNXq>nb=}aD`W$V`7ar9~Qrjke>$8B@O$s80 zPtyMtanV2bRnU}N;_?!P`0{SW_)E{JmH8+B1aiY4)HmC z(gl{Z4;hcA641&?3seOzlrjm0LC!7jU+Ug19?^r8S1zHS!0#DQivz8^2w`XG`XAe zWYy3i>!-J|31`q}U(G~lZNDdrjEPhhK2f8?Hm%?X(pM5V-{l)>PPPizE%#_v0&+$t zG^qE+c`o1*>>%5(X71-s-|uoJy})s6vH0o24VvPQ48e*kwtmTiR!9b~yRqULBf=o8 z2XA0E29+(5epd02;IcKr9uM6gb3M6tgrEC@%lxFzb)5P(bZ{;=Rt*ry)t)SDdlo1X zKdEIoRm0R)j0v|)l`?>{`bbAUZ<)}^DYG!Qi{)tJ>MM6jxW~vZSyfGKl(S^Fk>rn8 zVM|=TQ83SSxZ<00kq$nrCEG3Bv7Of=+-YxRGU_$+!M66}g@0@02(+-@QScP|b4H0* z)Ecm}6>Ih5A?uks*GTRFGS$Pi?u4G?v-)h3V`_)$43y&ss}tD0{wRoXIOhc0ZFGzm z<<>6CHQm~!AqWx(bfk8r`sATMy!ZS(ncTFpqdOhYWt3i*_f1SGLIr}h;VWFbt!?pA z+eGe2hizS{Nsan6^YSNW$XxcfEcp&Pvi}SzuUD09L_&lG@n&1DIu0gj6#sb}WWBxF zOdUSWU=WEl%G0)y8)Ako=ha@Bcv|0?y$ohD-*FW!b|u}{R3 zGmN3ejpZjr&t>_xJNAWIq&{8gI?z?kMoXW^tzr9nEj0ZxAO=u+EEGGYN2jo%mUaBo zk2Ss4X5)D8NdzaZ>rjAvqWdM}W(|?8RfD}Fi8{lJqmg>3p<0-71O8nmz5C0=LYM%>{SjY@T+#AffXBVGY-4ogLIYRDxiQNh z{fh5hRmyF3Zl0Xd?TPH^IfU2!Gwc3<@elZAUfYy%2WzbBd!!H3uQ}Z&Sd(((IoB+m za4PZc3a5iuGojJoUoMpUyIWF#_dWKow6zs9Q=X^74RBxns@TAJB?7@99D!$(6C+9s z>Kru_X;zTU`dn32^1*;;9Jaq`$X@*8wlBVae24^d@)C*IRV*#RUzKZO_5pQGtYPwJ z?@|hSh`}W*|NL3v%!`iI4vzcUkOz&$VtW#{GWlL$?% zk@VpNFFLee1iFW<@MNa|Kl)&hMiTjk4OQT=eTJT9^AyB?7C|iCzg!ieCaY8nHompa z%T;yYvG>X7(TDEv8OCatnFpKes8r$*XM@{`-GDC*bhlr8crGik^q49RVGix`b-7O# z{uI-W@Q5vVZ{2!aEFVg_XRH`GUQ^*MkjUONh%2Wm*j{oWShRbo!ccRpLFURN7!s^~(n>OOmng#q9rCLb)m8_Wv<}jI1k<7RQA879m zyq}(f6}v0(tO38Dq@Yu}hq4pyJvJF#(3Dn(Y+v`hKizsc0r0ADg)7;Zo=7W{C_JSz zyV57S%6T9*IPaBb+4t(BW7`cFZ(2$sW*N6NAbn~O7R4cB#cHe2R-vzEZM9E!`$2g; z6gkp#1z7%dOS{PV{~`$04)Tq*i~SyLlD|vy)wn~OlC3v`B50`8QnZ;@nAqvdqN)Nf zOt*JY%YfS7#1Oc-?MltkK`__qoC|9GxEiftbh)c4YQOq_KP7va+=k;S4nh>M+|8tg zK8FI_sI~9L=3l+Ct>T_}o}c=GAGnnM8@i0o>_DGauaQMiBSDUSgIFHQLoy`_idcoP zsS{=A4B?3}VtX|f@}0s23Zh#V5_CE85B*w8WGbZt0j+C#8M<89FF6eLn#Y-dl(_o(jF6VSk3K|#Eu*;*ztg##>H z$Ygel-3_K0IWrsk((S|FlX*Zl)Ly0P8ao#v)Q96K+agPsn3sjMRbs(IM6>4OS~!$0K|AvMK4+Y*VI8p3*3|zX7J9tO%OznXel~>= zZN*GK)7v151s}^XnLo>qc?r0srRoGv(rTweHRDigb-n7L&!vC?kr}$7#r;1-1I$w+(e72 z%kvngsV2B~>ESn1^2nw|zYJS}7kqc~`i@j<1LB%=v-=TI(bKfuYs34BQ|Ee$Rckhw zO!3ZB)+iTeWN^&@-tlZbVHN_&Dgdzf)BV)5`YF00X|{N%nY%(jlJla3am#GaWPRv& z`5jFLk^1Yg7tBBGF9jKPtBUmB4#}ec+j+q7f zqFLI25WOxF<8VW4AF*g`8sp2Rn3_qA_^892?Roq@PP`3K`Vi+mS+a3`F4q~$ndK;g zr=}w+7UDbQw2|^y*$|NG=|#qm1?A5zWzvrDl29>m`cmDx62rSLdQ!#jnF@YJm8kaS zC9!*6ZS*{|cP8vI`?0%~j@5O^kC9JC{kc<{^2SL|CJWR0Qo`m;E>;KCYkD(3I(QRu zlBf;_$1$X7+434&Sx~%-KdA-O^wr-L47X*f#x-1TMp0Lg_zw2$UE>0H;dc~f9A^mJ zHA?f8g~6pqfR;%hUH~y(zsZsj6=3dsr#y953!k;M){3FMczjbsyj9zvIwS7x68d*@ zd@VH5SWWFmnKKZ?Xv39ts9W<-q}+))S*gGoOwd^hv6bvxW!&t$XtLdY7GdP1nHJA` z!(_tTG{#{|2B)(**syKwJ@jk`R`q6h$^jK(ISHQ3iMgV*uxq`=N*pQ687wO@%FZzm`1PypYZC6rEVQN2)?(#+wr*EZ=7 z^nXu{XO(qz8dm%CdKdmllx^apd$B0fG&2^eM5AHm7u3z3yh#xa=*66sfJD>=FH`S) zH(!=SYw#RSgCi7+1i_3CSfD%d`ro&rF;_`_MCptc!=yGftp{g@Fm^&-Uf`frrk`x~ zg#_H%(d#ta(=4!-%(v2>!w;^v3#sORa0Fb}wUNc%k{MaZ-JteAy0CmQ?_>PAQ1tVM z_Q4>4&29)WKZ<5x-jw+h5ZO%TxcL=o0%z-^zj@x`#TMm6I`3U86SRJ6+J84hg`Tc@ z7id|zIza<$^(54455~2}`gF1=l{QY*b;#v+YHbcZsmD;W4^dz+;ZDi2cULFLc5|yh zW3CG*D@&@(D8@}HSUd8mgg>a*%HZ(3{pPCELAT!LG`|P>eXig!7gLo3Y@|JJw$G|* zcpl^;#Qv8%OVGBW54R8ge-^*Ppc-CiCk1q?)Z;|$Jdb^{u5aC`l`E7s*jekCgNTtv z!G-Hox0EkhjE1yqw~CoNJn*OItLHq@(wW_#fN&;84JbtjXze0%&=toR?CN?tnJlo8 zl8KkP1k$sAAK9DWBpWIH% zAY@Ey#XUy5j9PYx?OgDMu1^+%-mmiN=O$;4LuNnF?z7WJ08I&4)?s6dEq@GgQ$w|( zv^nH!ojo%ONv)Z{+n}?J(KDqB@ECy*I31+=Ts1YJ`1Jy%`1Ms)ec~l*=aE`Rxz}TT zzAUA3brt&v2X|>K7-$!$Igo>Q`iIBu)FAeVE_7ETEJSa7AvUOn;tO{29TCs{+~nVD ztWskKBfls$3bV?rmFy*p<4^6(L3`XV+T_BPf&(siO+D6O9D1mpw68pUON6(M*#u5m zjuevDi!(q|H&#k=fHW+4tDirq zoKyBD(>-{uMtZkS6?3zd7oZX%;8HiZ=ctWzu3Q}7R0Hk4)r5J$9f)tJkN4ip6f)b5O2 zO2puAkcuyCsD*+NApIg|47V=$ud~+B>pxv=vELBoJE}DD<{8jS_B;~BMSH%?8G_d+ zs_qVcX&NKZc}Ccu8r%5NR6i`c^@8!GDXHyz7CL`_JugU{vZi5dK^46K%$h%5{?buu zoU_~WyDGMu@8lkQZO$erjV_DBZ+Zq&cM!0ti~;NJ#T)zxe{0!Ma0@BsnUB@r+?#(A zFPI(sYLWD5X`fWQ$$Uz@Q0SCraCCJf`0@1;ordD^NT^G3${W{Ba!LiL7kHo|am~xbE6{uS}Q(5O8GTDIx4HIno ztONS&F&qkK61ry*QxpF@LVTK2oaP>pJKpHW-#5xqGB*x$?PU;ar>sV{=UdqZ4n=!dEUR00z*`K=D|ev7C{#qej= zeS3Sli7DFEZMY&=(2RtlsU|_jF^$>qKD1^U>Ebna<^%?}*WqLMarNc=#LUbHRA3PN z9l(K2uiPaAkD&WKg++U%DK8%5*`z!qL>F=GOpE>2SgJrPAasvYpJvjNr!KSKIrh2q z+=;$U!xsS5-yHIs;Ev(0tkFl>1VFw=mwzp^Fy)IDochzKA!_<~G@AvA+STK+ zJ~Qup1sl&FF}L4`Q!TOv0y$04MCwyirgA~q>wL$BA-$>Y$2-!s$iLlP{0MIw(|J{oG|Dv^io}t~0#ko;sL?Xza8FcT_mw5^4hNKZE>6oq-0YV0R1-S}Q8Bpq$yn``vHflsD^6Pz9ipRf~D6K`V%(n3N6s zbnUOHw@{u09Tg7TAY5>*#0g4Z@$38ttg>o_{Pa-J0l z++8*`V#KqzAXqqS8`X?UH)BahpTzBq$V7va&;wT0Ov7jc=jpwQg?vtv)b-E) z=#YMNZGbS3Y~gaT_SW^6L7jbPqQAe=u)(R0;%S954q<257nq{J${p2L3)SX9glE{H zc9!mtCxcmwcdd*gs~Np<_w`p4i3Gu);4FEtRWw6_AfVoO!pAmt3vybs>Y<2Sw9`DIDLYr_-g>JM6K0e z(S8dd_u!t#yF$;JetgkYh!I0w{>!Bk4Lda_(Y75Uv65nv5S5wnYvo z=Ar|MdFV0Si1Y9zRQ6<6XenF+`N8~CL?7A$w3X98|0*Z_xQ(EDb1D`Y{NaAV@@f{F}Zl&-& zYpokbMetXEM=8sALssZ_O|Atkw}SKQ&HG)+CKNrfP5i7~Ma>WCf}QVBX{hWTmmT^)LK7d0uurf& z)*Z_9SnEgSGp(w}U{KOFcO4TcW~`!H%lBMgpNPJDlJU$A1j~@l=)Nvgul~;!gi- z6}~j$OoWoeBe6ns-70~$Xl^(79C{IKW4W~I$BM9(#`Agq@#la1vPTB#v~Mh~s-+Eh zH+IZKP}tOXQ31$g_KUPfi8K|?td?U|Q8*3Hd{9p(8$+j)ecA31vvC;zLY-iHeP(+YB?Q}9>C0Sel$^(+pywtp&hH+7P?9Eg2~(q*&#ky*?ft63 z+CGBXs@|Zj+PVSh$F;fT?Wp$a)RBb#VbG9`M;gJ>>Vo%eOXB5BB5ES3z0H5@0EHH% z*FGxz_Emc;r}Gnd6(1EJUTzhvTbxxVTfw62H8-)iaX&G87%EauTXrNnH4*N-sA`2r z4tVd5NW9Oe9)H1T7aWA2SW2hXcMrmr*Mqpw;HUHI&j2HBxyxE0XnkWzqW zRi$OXGL4tbvh4Gad%zZ-=oaBI6xylXE6Jx9Zh3B=bM>nRKi+g@)%UjDuYX791lPo` zJ10q4%ePOlouZ1&%Ionq3G#Uu5qGP;{O;7PexXpjSuDa2yk4n~x?cNq-R!8((#V-) z-S>h7f5pbGvHtxJD@m(DH&piRskjFWMB_4VbE#O|=-q18#2#NY<2PjBjr^P(68p>Z z>hYq>@Ou!SJlHR~+5e)(GVL9&!nxkN@0OW|-`rdEv6$m4&4x|XDNfd3 zA&efZ+&h>}LK<1lxFDjKQW)wVt32~?(ID{NOvof9#CWjd*Go+IfzC-(rR*|zjX&cJHCeP9Szzl>*hk=axk zPz$CjpVF!n+-jlC8)G;Awk_tRm8)BE>yb5#cpS+8!70D$w5yU&Tp=+d1q%|uAb>AD z&7Neu?l@|+k?mp2VU2E!y}x#77IL}5-_$ieraMYv-Tld?25p&3ya_|SFr}{dREz14 zdwNC1v>JtNMX7U)A1JBW${dgE@J-N9*IN0)i?QD&YhRbL#b$OLnrnlKI;LN4Qi+o9 zVhJypKkn*noBuj8Zg?`(!8`A{IgT;1Abe#>fn*n+iHhWTof$-otXT+y4bT zXx1dVIW2*aP&K8!QO$#PLaYO87QY3Un}uXAV<5Y&HGEw6Xv=3*P9%SM0p*(;#?H+_ z_bAsmQjdSc=b$XhhiBQgG0^b3FTX9Tp5yS!o)pHZg$9&9&?Y#B)vN)bA~Xp6;?JLyCI1zyjj z?IUdrMP=qBPFj}b=QiTjEuXqA@QefBl%4c)`S`(>zA8;nXvjElqw}^z-?e;@oAMrK z^Q_ixHZFH{$PyMH+L4wYyf=bcl;?-^T36t$PA3{R_~&u|ADIWlO*@6Ws_cKnJnr)oz3>C&X3hG_GW0(B!BM$HpTzUd~uVSejfeFIoPIP1{ zSBXwzmS9?!fFbsBQrSGp;O7GMhGsGZI6uk+vRdu>%=_D<*J71V<5XE65t=HuhkNKN z-JK(5tz?}D+;Uex2J^h)*w0zke`dx|ldS)MP)xF-er^M7cYBu3!^?Nu%5mGL9e@ua zyMzasF7^gxhXvPA^yx~_7*mxfF!suiDI8?b1-ZaxHp|_rw_!VZ+qHmm`!@aZ`n-Ts zYlLu1~H6-WHk#+)L^k!k-D9^6wYnGI(Rkrn%Vbc zz|8x(DaMb~mUFLGT8OrPQy6v8F=pX(yQ}d>sa8&)13$gZ8>`}~;47wzYntx?8+%U| z`Du<1&}Ti6*E-Wy{NQe!`vA;udsFN2|5n}gkEi;$vaU^7EOY_-ICGHk0d>;|dx33Q z7(`VmRlH`qZJy&ax&Pz7MZWkEX)qJaRa*wa1|5VJhj!7jlw6~nh@5}`XaUO?!gg9z254GMFKf zbonW4J-Hz8wZatht`XppY4g&ReLi_y`tE9qv8cLC$OZ00^H2M9!F>^r#x)Y$lC*7oHdG zMJ+TnssR{GFj9lF((pQUX%j!~21f59U?9BX=A#Xp^FKSZ^Ysl7?_IwT-Y$RLb;$#F z^d9|m&IqES{}41DrPed=eT8ak=lV`Qa!gmuQDMThGeOYLRc@EZeNRM>K3x?}QdvI6T7V^GTBA=jEe` zJ`G3oQu}-oXY`FX>JzxGbpD4gNW!-%#Ery@|GiSo^cW>5VO{ysy!7E1*Vm;vs5^A? zRLH~YahZc(se<^H(?So$EO}A&1EenG>}!n4jT2_FN(pg9I64hvzg$;8;k3D6ZH(1Y ziK6_IFXKAy>*t2oc1IzLs%W@xXyJ#2m5ien;jE{wNz0tMTVNcCL9w+!T6O_K=C_f) z$2=5HulD)2(2q4;_~+GX@gCBi|4ZY$`o*2)r0)q%$A@wLbOe>rK9H$Rv|cRWNZJ3b;<9ii-B@ zbZb}ZP_N=br%tST$ct#ahxh>kukhhYOVmaj&!h5OX{G=u{yc1PjC-11fWV!6>G%f& z@U$>D{SllC6pWi0ek~wco5J^lT4QBV!k0rgPNp`bw1=BmrTg7z4Ey0X&Eo|5pJ$E+ ze%wbepK+jC=Ve{1(13}aL=57TU(3pxTak73s&)#PqU|c8#@F!isHF+;(6k-2r#BY| ztl=+w6m!6>hx2^CeGid9vpMq*zK_*&8Nj2Nv9iJF8d?-_$e&P;heB&uN;6e0s=Ul< z(PzH44W(YEoSzr!NwMT-UCv6q%3q?eHCAWlg#EdhzVG(*)qp~mfN|!}Ke*#}IhQpm z1tcsOPOczVGNNW$cA{#u_lt?524!95@FIn4`8|MEIbaq!{x8z+t~ZFEhqf1vIwFnK zD};IJJ2=wUX>4rMe8w^jQ|vwF#fD~q^7Iw_guM1gB)LEN5+kNQ>_eRR1_c^PZC@_v zAj@hvGt52N_rZ>OhTPSeXEroRwOxydW&uP0{ZMfg$=HhzvF|D82mvfkat48B4F&Bh zjio|vE7o9#cN3Ei`IZJQ?oFAK-DtFR{$RF;`JY(+Jcpz4gh=ql(m)j?MX^Z;ApIyi zJXJDSPloRxa|x8o`|~^p(``GkI1aVuYaf>0^UQ9KD)QCB8VqNA0ksLY6sk;bDitQ{ z0z64BTQ9pw4QzZFY-*@2hnkK!kjCi^34K@D1u9x?kU1Qx9@GRH{|II{o8NAD4%V|p z5x~=Odz}(lM+W{5a8f(UW9bbi&wME~zpYIU;a_vRWe#6xQ5|x`i?8rZS8y3mQ&umy zoLw1OHzz5-)YS~ar6`8`kjuTJjXqo~t&XVLa@VUj9XCEFHd@|r<>oLFDv;0C{<3w! z(Jr=nel$fGEhy>51Lmc7C$Wy8u0}ZHuDseU&DFFFrYK@aO!;qx%v9kuvAG$<&(mf+ z@0Oce{nQ;?Ks+;kxvBd$ng4BDTQf*J2{ktp^r66cFLty}s%F%`z(tzv^0=>xZM|4^ z^Hj3^MN2SF7?~iVf#PJ&&EIZ!?$hAx7xXyILT+FFp%2oY*E`{GFyoU8+e8nl5zmM| z6Urz{ka1oaq-ay8%{h87FL6E5nxlAZwi!ol9<1*{rc)^0yg7T7sE@QRhu(WTMt;l6 zd|efy{>V1j#q6Ks>ssYV_o>LlknOFI-y}6Wj$f71wzS)`1vNx*(CoRUA@*Nx^roJd zJE>G$9)KH=_U04o1DwBe;a+wcRpXS7GazQoUjA72*FAH|tkllp?;;jTsi0&cUQuzc zqj%==3vvZ!i!*DKoQ03SxfQ+0GZuDd2FhpZH-ydW22P``*nMdjQ=z#lVUvw?!(M}v zme#;$K7(>HkH@nlgk39pztI6tlY83~xZgMqH-$O-NETQ|{3UE6=k^vL?iy+mTRODX z%PU8G)g(mE3%xk+%jX-f&n{|oK~IOYhoc1qYxZ&Nr2u9(Zm{#emlX4pJ)iD`avpU= ztIPMNvm3LAr(EUAnQRR#1-p%YxyG;v8@1!-J@@3T%ia*;eows5Gz4oovV&ph+ns!Z z4#RgUVrmx&;k zD`BacURSaBqx|{Z_|DKl)>VD%mKEG}Mmm#aAJs&-yZ`hafPiHez6 zVhinCpg`|FiJ=M8f{^;}mUy&U4s@35d844%M5){E@oU0&k1de3pX~KG$neA2L(CA5 zmjNW})>@59t*Rvk;s0VE)Ef^|Aipw>3zE`28%dxWBEbBvn$Prr@R7=BQp<+b0^rYFjO}r3R3F-L5KKDkyFZ%2+ zbpVK$8_h6+K2q^0J6|{rW8z1y1q$p)Q_R$*_LWG0;l7sbsI9WD2KIu&2Gy&~do@w7 zhJ98x38LFu+4Qx)$yR1S4X0%es$6ZXAyZqMK#!a)PdKA8LJQo&IL8%NxfLsU5y(sT zx_cd~Ag+1FuhTcmnJ^x#Tr&UH!CA%aMISbgs0`5$4F?QG(l3C8!p-S1R%HT#keoF; zTqKIgNl#vNCv@|T-avlHFR-USnRU4heOZS!(;bLBmckt)Sg2d%nU5yQ5BgL>C%r9$ zOt!558Rb}g3&4DI%07ChNIb2~5yhV1E-=7>luq?)K>ce(Ev@yrGk+)uuhO=ewxU1T z=%4!( z6>2DUxfDfh*E4q0ra?|Lebx#Cvy<;{OSeiURzvn#g=x$fCaM^+X5l!mASB+LD=0;~ z5^rTggVpFrQgA!7T5`K8o-@3x>0x*wRPh-0D}FN(^1xxEll9545hS`h zyz+Bx!#j9L^RvBMI3w6I_@lR@No|J>EznjCD?%j01QFm1b+0))WbD`TB5ZMQ=TDao zT}Ky4$YV8PN;a_~Jt2n+{@8s?D9|^yK*}-Us_9T6f5@bf!`@G1bmQ${5NyJo9AUs| ze*VsGSK!gm3IG{3*gLUngEcJV-+T55*SXLKUB z7YZ2dkJ>D1Iv{)B5@crnCtPHO$(gmRj?nx9*)@?YNVl(a2s=V=LZstNN?nP&9wa(M zjJ%2Y$>v3&&-|wcc=D%r0>3z!_ge> z9Q*6WiOX`WrX8c+c@L>5eEx9}y_Ve6#xzpn!>XqOsK=$}t>?c5#YzhUf@{RjFY+1t z73S)C6jwwI0`cA&geM@6LD@p2(-T`ASxUa3{-U)kH}}35X|BPonfsFX8M}t1qmys; ztsw%jt|x45F3r3y50%DcAeCgmtJcks20JX$iz16jx5#|JM-da8#i+Jv?X#*my4;mg znxp|uGszOdb6tpV4hki7x%0+_5{fK6-_E zs4224*01J*n8MoD_>TAZ)S)m-z~^7DD?-}jzffhowtla-`%hx12k$Pw{4UTx+?Rar z{ZB4Z7#g{;XGpBn?}C#7_l=_6i_^9dW;GDf3)qc62>z@F( z3cJ0o_jKMtnbcPsb|V7^H<(2h}jDb7$k$Om7>4;3VFKilFo2`e%7~GsDZR-~V1Ek=`j`EItB^ zCT@F9Tjge*Bb5^(D#!dlR46F13!u5OV6!RlOv==aYJ4oL-gv9>{i!t1@&$|5F2BqE zU9!>VL#AARqKCjSG}@A=k;EZnd2PizO^D0xe`6$jfN7Oqztp$VUSMVwJtgM0x&%*p=I;b)J*|h(W>mP zx1r0!5_$E@6a(JB&E~lT9kI)|bq{t8ds9V-s=5C+or>RC`$?tmVe`B2!%<&dKpx}Y zazoFI(L%8>DPZ}U@%0$xi&oJ@kdGlBK%_}!Za7eEw^)A%G;=eP6$x_DN&|b#q z|3lMRu*K0dZ99S{ND|ybLJ02ePH=a3T^tsNpuycOxVy_P?iO4Z*Tvo8UGC@men1^F z)6-quU3Jx2Cu6nNc3~%@L2O76hXWR;R9Y5go))pXmJtTN>6DeIm~W9PB~%y`Tz5_h=-c^lYo=c8Ak(L@ zi&2DqZO7L7$4{=MaJ5CR<8*$x&HY06E0y17=Vw-hmNDTZs5RUi*~=QM+LD?oCHj;K z%*BZ+-O8>+bEW)~ZuuF#WbD{ zB8B)_jJ6f^+J8Gp@R&NFIN}a-Pgl5S*U0WA+1ey&Pk93QLJrEcz_9Kh!hKmc$pv-R zN!ii->2&35{`SOjUA?tIQXU#WQmNxK@5r&q-+BJrW=cWB3e(oUFyts9zY~zmI8b+8 z{ODZv&W2X^u)LWd(M2TVeHs>(8#2uqYjI}#duB4uo+pyc5Wvg+_qqQP4?c9`C|iA4 zP5n)Usze!vRw)b_8I1L+xs0;YaL#|QGvjQ0PdxftuiICOL&HBm(%qUCLMe^>3@S3X zVX=mdN4kbu#O z8zL`Y28I6+0sQW8sV*nbey5|{q)w+3?}X)Hwh4t4#LST0qX_OdbXW-Y9DzH1UN17l zgEs)7*E`wdW49N%xSm!&DRi-6Zc{e!;j2cNvYduO23e$O*?cY+uMP8Hb~EEM2i=`k z`H~iV-c$a!$?@WV`1ap?1Gayo;$$beBCzSlEx{Fx6Z+AnlGxbSzl{ma4`ohMRoK+S zt(kbf8Q<-*--RAr5RQ9N5l3XHo>8nndAlkpy}T}o}ByLP6BCWt>Y0d78B|K*k5cP`PKWcjNj~=tMV(b6|-Ig~dzpAy}uB`XZb;7X} zj#V|cc38OdDH`B6imU=d-?cY2t2E8ux28bsPw`7(PWO+HX?8{Tinpx20rIzQ8WrFo zq}|P`l=liQ^H{1JC9o-0ADlStN`HB=v+il)B5z2ZTvzlNR!VvArqTMq>DPRYYq|)@ zI{iBnc&5#`BndPk?5iDAm@+Bxdr*wWAebO`7cU7Rq#4~~11jIloVSc!;)vh>OhlK3 zIoj2C&^;CQ;-2imW;Rjc8xCPa@i1V1efrXd%uN+nYvPZK+cme%Ws{@Ik5}WB$eFM8 zg5nFY9zD38`hS#d7XqE8DWaLRJ5HM(QSCG6s8NU8X@w)z=*UDDEA zfA+Ipu2X2u9jGez3-TD_*jIJ>A-ktOtRrEE$l_-(GEP5cok{5;2M=2>vy*cTM@D@- zdrIc2EPK*<;5qx!!^9{-Ra8oRq0KYI$RK~Pet>MEG}o$A0LQuau!PW_#1SJyF%P?t z@{7{AsQZQJn{5?mNBv7N!2Cq#K@!SzOsh(98o%|2z2i8D?Y=vywtqtu6riHX`T^b9 z?9XkEJ)K6vt>bM~If#i)&4(SLeUs(w=*4m#`W2|T2D223dC%`YPi<30^*~q7;Ssz> zbfR)YhT)&hTUp!%r2|+Z{dhdgWjeMMzc8{8Cq1<*n)6zmF=g$_yEE#kGYP{t@WTW% zzzK<(K!4+AG#Gd|4iITuCa+2b?K?D2P_?jC98sd*=A@8a4U!K^$JRCSL-%p#RSneGj{BaM$92_!yfNtTW7J~*4UPez!Va)i%0#;(`+M6j!g>eqx*ef87SpLB}^-XhOTBdwKU4 zD)|2TE($zB0%}W_8lERy8z?4PYpo473ijcrvIB=1Qftz+OQ**sZ8o!J*F`c#{8pPS z)X5agD2cr}DnWD=;!unu1Z5#Iu?*<9cRJ$cz9;tBrGs7z0t;Gh9Z&h%`iaQWMf_7^ zPWD%#+DIS6^EDKH|1yGn|831?_OmM7$@}%lcmuQ- z`Z=6qyB6?53RCtof5V(_p=Z4>`m*rlJX9$Wt9MDuejnc9MAjMT>GAFj`&U#_OpWIj zVrSwsX{@I^<;xxs9Dau!wM&y<`U}J=*UtY~{yA50k;H%k%agT3XI+$M(Z=sh8f$Wl z9<%b%paes%>1kT(5*NX=@S*uEG(cM^?N(v52H1hPghPUG)fZ<}Y7u0sQ+@hR)qjP0 z_R_@J5%#E5em&HG3q?acno`Co0u-K{rjxCPjQ6UB_=b*5@>>1^i+jhxrs#N{3jzOD z+BFw#k8D=u`!>_->f(0LOVfVR4v27zjV7d?HuX4j9%*o^sH7-rUV=+ObZhG!7fq;iOH0eTz_rYdp)Mnyn%}Wh~mO`#}dluozH(N#4 zit*DGdKK@cS}zFcm$ph)*^|G+U5h{5HJJW!eMOZ_8{q-<5ZZ6hI@Byy_FTI+QI;*~ zOCm^@r%|(@);i82M%>iHq>^A=?A_}fc7FIKl5~>9Gw4`)RnJ}bMq6$XpVs=O%t^Ku zBG^jRuDe^*IZhBzX$6wyC)ivGR7sRuz76cwx7AX%&G*RSz@0unwy=glfEMNxsq-3j ztkl%+{W3tBM!}u{m)`*fHZpA=1 z`E(Y7<@q5?TFO-^(j&oxR8MC}US8D%~8YDeX!C$V4Y8HYH zGiThx!gwFXqxAW;{-wyra`>318{O#utCSn{y|1HL+5bRxWW}8u`DkHW4A}x=WaFS0 zb;OgTaz5qu%dw^?0N5is-Q%Cc1tLFLNasbHd-2Ai$uCX;pi8fn6a8$v6mt-!d2@rX zkrAyJlAIN)Q6I%!!niorK% zsc0}Y%Gjx3N_4^p(qb9tFx4)7A=&qFW|Sj(&L6Mnn#UM))%r!3+5^|K`Ig0`FL_3e zq*xG^;8^vgJWI2yoH-NQMNj|>sLX{=Pu6g{s`h)faY1nggU@9^tmUqQGWMd@%Q z?uP=MC=BxZ9zN_5EB_!>+{LLp!oah=(*x}h#YwoPR(d^k82d`vk=jN{JKI8M^MWNUDg za7P|;(SPJoTPYx!+BwT7RoLxC$MR9siN5_~g~{GoWS4d31bkA2ETi!koKHwij2 zg~VXS+>K~4HlFTlt;Ri1NI=yu(hzqt!HZDYIJ|k7U%6iobHJo$qmE{7QLgq3W$Yu} z)j5+3MXS+rVfnqI31{QHq|C7XVOei()*Biq$~EtXa%B6Z>-~6!L3E)6nwzAGbw=#FExHi4i6J?|F(~B2d2c7)JP^ny3xo*R=9>v}-M33uy!z8M4 zU9u4pzF?7|-{)5@ynWrrGQ}E6+&Gi(K-N)1MIR|0rKd0TSfJL)&P+Kin z2FtEpSmA!kDkxLbUY847Mn1BB91#F&wxH@galD_s(eyL!?@j9?u&`m%X>{&l{YwGqtal zG4{G%4#7U2L=ND}y<+cKQ)wJzV3 zVF5ozNLCz=W2hYLx{un}A`1R>g79n_Q|DMiG#eujPsFEN9pYI!{4ddHWqj{WI?h;9 z?i==}3FW4W&BdO?>#Wzq(Ea|)w`Lvo} zAH{Tuq|pMq5XSh)k4Rd~w%FS-Ub!so!1INj?4w{$juormsAZ}=MQb*8LxP4-EF;Rl zxhIl=T`_$Wy}5ETA0@>3<@&B&yYzi_taslIs@3Df?q+$ZI&dCme|4naHE;>A?goNs zjDUVVs9IVr*zoC&A*&Ju*67+tLQEFV(k$b-Se{}Zffch& zYW)w`N6aZ`H#6DcgK9L53(*EQp|&XqWv1r4S^1i^IHQFZJs7)L0P9BR>`vsDOr|r} zMQcvnGKHTnLhJ`zP3@vL>Ph&BOo@uEj5QDIljK)*?i7}nF+ZnhnL^KId#^ufN_e(Cyw&XBWsoI3#i7GevD-~)k?0D zHF}uaZ3g9+=+7h!4yE`Bas&j0#c0rUCa<(9HzyH{Zr{|$Unt2JnS{dj6Acf8bQu*3 zhx`^A^TjdTUZ-OO;U#Jj-ICMPGAflo%e>&0<4{$79=c z#Ou1uN6g|2TB~SHPQ=S?j$75*dn;Gu=MB+*wp=O_I9*(qzvp=QNCBp&NI)_{km!2M z&15E`TbXs@Qp8Ct?{H*0shd4Fw9CvpD5S#qcdl! z618)-xr(n6RE*slE+&RfJPEu&d+rf2UP@1k`-Gb?ZkSluNKO%mt?mPhn==Ai_a)2fx$(H?Nj{spPt zBhfrmoxBv-XT9$0H1$)qo0{+bz5AYahOU=ntqf>0PoIzZwve#Yuq|omPi{b5KPP$B zi>7-?kMO+8eEh00@xSul<`6Ym4hbX9MaIxhl8snFTLNmxTW2B~8tg5zMke`~xFR@~mka3hyizlDA+DQ39me>q(2p;=lN)e9 zXdE@?0+-y%MUKpI?h=t3GEtA+UzK1O^@SUzPwKoY1nEY#$V5CX!UOvPpZ$rO8?1j} z?nglHBN!iWGV2dK*^0c6Q$Nwt(j1*6u3oxhKZ(P?<5_3uZV89X z5J|1a%~G7EG74k~WR5M6wZ{8rp;Cb?50$)veNRFvBPwr+D~{c{enoHz7ZAJa{hr@q zV9)ZgE$U=6HNWlpt}S3R6*KU_m#WS@PGJ}m%ZX$^WhcyUSfD;@-U_FAVRXYi+AZheJsDvu^%RqRT3vZ zhCBo!z^EkOom9?d)=m*-qreEmL|i;0N3aVcEb`3apN1Tl?X^}>N6!i}3lkm8=7p0+ zHg-yz7V=UgacSnB>%tXi_iqo|XE$?eYwJ#bO^h`btRRGT^Y;+}G0($^aqUW^)Z{-R zEBf*U)%Q`+4qX!e`8jUn$9Q#;(?T-8P$)>>zQ6NaSJ7dmw=pH?@*f|Ff03$tC!kR} z0`aB*i~S}7FHqh92}6lLml#<%z0`K1q);e{5vM(z3!P*2=W}hJW zo85B5#MG;We)Ne&XxIaW@vE89nHs6Aee#7f2mR|hwI984Bvz6R#o$N8>iXLeXyE2527{C8_+iey`szW*-!JYw&!9`S{#7!^pHthzcq2V~+s z!|HAKgNo|}6QLn;3z>b!l>0BQAwDHymBi*nS1lVoy0Y9h3Zk5BjWD^#b-;OB_>DB% zAm_ja*EUONwK@OFW6SqdqJIML`iQ{9J#tc0p{02Q(4uavd)>o`tRmO3UHJ+@(;o^lJZPLam9q0~4GN4zN`+JrX2CYW zs;deg>eg#lQxvbQ%|@3eUvoFW08Nj&fq%qqt0nSt)LbA(rRDf!HsVT_KyICD#;Sm3 zGi>J6r2e{V*rW6s>m8)1U&rzzREYt(59=d6)mWTdhRz9!vv%FxnigA3fTZoT%>0<& zL3x-A@M(;;{LJL_^ z&7Wf+6DSi<4*Mk7kl!5q-rm(DsKK5?MFmM+2K2pKPi!c*c643JkDKdsoKpRz{CgQM zFCx_Y=M?T{(kPT3v9!CL_yRek-&E~?$(R`WSIM#~ymP9aTxh{SW~uR~ zM*uUFL+0wc_^@j8UHt+lW_Do^a?_ECES4-Y#L|ohmN1$BP_5#?s+~}Us};%5Xfc}# zCZ)*c^V5u2Qcubg%?XH=VuW`6?uxvtYH=t=_p0o3u%=k2X`icKbq;5VwKpYu3%c}` zIRPF;LnTDdhY(x|>WHneiFs-s3vDzjgrruPwy$zVt!iJ|ektFXaTdmer8ql%u9o-!xebFkybX8!Nz6byf50K`gAU}ceL97Gvs>YD7tPg9+D$+BFGU9}W z3`g;^NJ5xtZbObKuwMs&!5Pr7vA8o;Da>GC#I3iSF!R8;GF6GjqZlgBC*N)ZS=C54D@r6VD&TZN4)by;b3*KE zEbfVNDasmUna7~KVhx}-2zMdVr*GgJ-*rx4ppy8{nUiERcdfY({%P38-FDlY)(RwW z$eEtU`*dHHCJHncoLI}N`i@-uj&$_s#av#(V?;dz zwdNSag-oc@4>T;*#$~rK3esdC$a`F+zkhKU9=to}jmp~A+Pd{!zs7Du|PfjVJjVI~$C;K~a9f#)R`)%dSro+rtn^WsC^ z1kD)W`U@6hL zC$s(4`@FQWJx~nZ&*Gf8oh&8a@TNM&4_k7@VU^j7jZ|_J=KNM%Ycb^iMr*P&y)q&n zO1aYab#-kCth^WcxGI-Pm{pvFo+7tD?O7O!<4DP);m}Kpa}h@j(R_1lYnC*lB4&jL zZksn4WTcH9oO@lhb#CEcc>&4%BO6^+Ecd4W!IHzi&CM$+foJ;iGXW%}vF^QPdQ{Np zbB>|va1bg9XcMsI)JBArKj)Zpl0>I9ae3{W1}O-7U14>Dsny^#_$)3d%cLg8c?#_% zeLhq8xCWCCboFkLwVpQ;N#6;d-Q`ycy>wYXUJ%p9S7~Hq{wLLwh=}ch<(bM&McjG3 z{LjxSZ{2uxBL{hGdg?K$t*4V3zR6Z5nVtXW-}1SH4DiI|-D7O0CpUkG@Sud_RHYo-`3)VPgT(?T;qq0)VtL2T3@|*)ODHp>mSW!CctMcv+d^^isy&fC^qOz1>SiQV@-I>k1_tX zu>4_9-yKvrjdiWLBE)5~H$hZ=>D)9n^^C1-XAvZqnkW7uCf>Zjd#l*N#vk|06J*Yp zg?=p?8Kc%rB7N60YjUL=iOzqdFQkk!l*eoAdqsMV&*7~+%`GY$S)ZJ>+;?VS|4*Vc z+U;yo6IE=_3F7`!Z0 zo<72-PY@GzvijUKsA$4X07zcb`s3%4%Ed_k#!WdRjs2=?<-BG6GZl>^O>#Bz^zT#i)wYT!u{>~KLXC$ zJqC8sV3OtL8ju``S}xv^O{rR-D*)-uS>l9*d4&y4>&C+(9J5|l*J^+n2Pl#w`buez zj1_Pk`7}WP#~7dZN+VAs)|)y9K>?@35@`m}dOxM$#d-Fp^p4v5XaGG4$Zeqg{Sqnv@Sn2YO~k zw6>ftd+@+4H0nqjEYLAGtt6?ngv(c_T)VE>0)e9b+p9kYGg@ahq%*|U!)QbYSptgf zn4jCwRS4u~U_D#N1d3JSc5Wpei@}LdK`_uzV=Zb^#*Z_N{oK}U>6xi6*O$Gd_OWA zO71a1Jcn^pYhEtaT{-f$0;$lCuyzl_5;4-2WE zlFLzK&By{#J6b}LvX+A46)liGEoR4DmA~@OUCTC|%k^^x@Y_YA5hhO*g`UTI zg4TWJi~Oc&mg(M3azzq&`}MnU|CGEuxKp?L%{_jNzUgb(p$iBrgK5liiZM{ustvwg z&#}{Ln#aBD`oa{JZ*FiWp1f6Q$8(5+wpVSAZb(=m> zDXW7Vfd81zM1~Z@#dOYV2S>N6yywmz1Mm~=s#Q`a!*ura%L9?PC#j$>2ER-8{hsU9 z>9QCHXObc#aTtE#>+9s8E&O0~9WMlFPjqldUCE8BXC#`HF%4hT9;%_1wrvC>jGsG& z@yO+7lP7JaC>U0D z?&PuCZP;aFq?We(DRaD_^m1Puaib`85QD``d$Km^AWt3n0-XGLMp4#lvAIhz7 zMkXP6N6*%2Y7ykrS_{HhY8a@Qn8OF9Hs&_7gK$YL0fVEu4I_bXoy+Zdf-2bP|8`i%N~c6xI~yLQ$oLa?dxks4>J3LWg9hhQ}-M1 z{WUxoQl7O%1#BHHpZ+vDXGqSuZKYSYY8#dvC~f?`(_Xf+MKK}T{!}(w3fQ+|Ceom` zRS|8ki$quQZ0nuLeYS<&*nC6^`b{xtZsNHDzDr2A4zqk)KQ@bY_-hzfD#y!q^6f|x zjD&tZiFV~WEW)k#MeSSQ_Ml|zt8R&r*McW$n3OqO3a2{BQ4|-wl(9DVvr6N>>(|0g zb^WZ#c&Sn-Ri(6}&gwtUO#Pds-xYO@u=ZYVku|jfiUNMb^DDP&W#Roqy26j{3VVlM zn%g${E*jOC(GwR?8ao{;HrKJ|0_w{E8_J6CPhHM=ibc|s4chMr(o1nw*LvZ|2_*J$=!$~BR!l;%&!GRFrDh3?qd zt07J@=a*(-6_Q>;QDIvsOwQSTEPrH?g!De8%Zp;4sGRfbMU5v#|I4>Guma=_FR8rd zJ>vxtra9^@pu*{2a?F+Z<&X8Jd_G)*K~8YMAys9s=LzjlHkMTe-xqlPEupVH==&8^EoH zw`-jl$Kpem>ipZUx26RT<8W6gpfGAMnqa^M5)l-7^xnNX{S*I!b@$<)@~5F*iA6Ul z61O3o@;jM@oW#5DAs4|t3z1Z|Sf}B?aYFwltKlDT{Eqe_ik02OR^I}3kM%9?QKCfM zQ_S31n(!@Q459hGPr9e=PGOC`;^p_8S($_zWAZe#{F3jE0}}uV%~>&5mzcN~+83>T zpK7ihz~))|2Y%Wvxt`r6+lr$)XX(BD@*?R2E3m~}$Y_k~;VGXtXh6tvixZ5vEy5(6MxwADJ!Hhmjc4H(=07+z9B-P#ZlRtXU7Gg zdS!oUJj}Xu3?j%dMNp}1oS-Xp-l0P)J))zB;lesaqsq&2y8FYn_}D&AS;_;_(&b%URbY%V*}~ z4A}Nevf>=+kZvZt)6^6?;tfGov+9{G{v-USueaBE@Upat2~O0KQfL#t{HT9EGirGG zrH1tttOiS~_K2Igjt3$L#yZQ-eT+qn`nEOB*LIV>ry*OmcSNVVmlh@E(LQDs^*8~tvlun-lkMKh2NDQ)l1*abjyIv!kdgRm6b!2CRD^4*PXXX8b*wG za}^Ph&RqHNwRXHH_?9U}7AMeihefyg-N)&f zchs>2ASsErAv+F7$F;1Xu(lSQBV0YT4QkzYe9j-h9glTB<4rDIj~YYK1B7{npW`MB zd4i^M{HTFcT-w!tBT7pY4$`VBY6nuaNGF0L!7FEBjhjjfcQBk^cwsSvOy3M*+h%iH zRa4?1>f*w|8U?19GY-8Acd>023aMj33&$IGP<+)DA=tIf@nw@mMHN9RonMsnOK#Ug zb@2&8FJe~anoIbfAOrioUunIS6;cjp27KI6-Ac|l1!~=Hi4+Le%F~&G_65;oBUuzB z5%9zbA1lih(a5SJyaw}BUEKwCr7jVwX?H+=&nr|E8($`mL&CU zVUrRGn-nHTA#i|y*a8+`ycFAIny(VcfgeyR?P+{ybx!H&N$IH7f$%#7&C_0thZ5E(J+jfPa(b*X0Oi9u0NfBG_XZ|J3+MVr5M>Z4Du_S) z#tnq|rR^S*7HRzMaRxZ%2@`g7vpY3__gS2YYeTKU#5#p^#7reoeptz0@;mTU`{grRMyF4)tz zCaWw3`qIF_7)kD`YEvt-Oz)?$){tMAifRw6UVBT9?>M>wZv5&o2Sm#-u$l%dhL`+i zRkhw^*ncpn}NvvPkaG24#z!IQ7yKX3oi&9JYXPCX72eZ1t=q_KZ8g0I-(nRan zun_31sQ+!i{O;b6y*fBOrhN$0vOgbx$9tlo>F-p(CpwnzSX;Z#2p^`QSOYr~Z^{zJ z9JLy2LzExUz|*U+BmMug;PM3z5JZ{t?AnDSXw}yK%~a#Aja~Dq)%;Y`Gj^$nN>~5; zLP+fi;tDf(jej45%ud4O3MCYGSAvh{}&f zdS7GoC(`KOwY#}kn?}32zNSympMTNC6I)C&=hkk`Qb^@m=Q_M)%k;S5o=k6^e-+bb zWHV&WpjT+oCOSRDFk)`G^xc{}nmI0g31ZD8RBJ<7CuObZ)_Usw$z&O#>j?BIz6WNJ zs}y(ngx^VDJOY5leLR|I27&o_WMC^L3px7vF@=*CsFDL5xU$|Z`4((yY}$z z)XALSAW~;r%{}{XPq(}>y-y6-AQOK>?+lh(tsRqd#@H7keu&566~-fXcU{PwY` zy*sU4p(icNs!DzE^mjAEd@VnJiOU|nf*vd5q#J({wZ~FRttvqOi_i8X4PKWxIBzM7 ztvBa(vrxR7v2hGD@r-R5$6$USzs|5A-)Hv$Q_LF_miF~(HA>CxerqeEMJ=a*tg zA8~J4Pnybi1=Fz>6bE z5hHPxO5*Pt$>~g-+1}DS>RJ*w^Rtn8iwjs3w=;eyEH&WwM&(acdd_G`w4C(YveVIs zzh&&I8F$O`cH|Wf%95Wc_OFIpCHUwrJ#!X$<#c|GX0^Epnw0HQXksTtVl6GQs}6mw zGXD7?Mjx7}sCK&;O-l0jDR$6Bi)Dr0%B62xq{kDN@NgniL?4`!(t+#S9 zqazaKF?8_qj-C~rWj;lXz1)MsZ{pI6Uy6bHh#@znf+pAb~nwgQN{$kgP zU#;bj=wSQX%4XMf4`;TG`ut8WIw_tH*L1E!?-aVX^V2z!swHo(A`3He?XGF{1W`rW z=O?_#i(cuiKDvw~46f4TtlhpRd>Q7{%UeUC;;n6nY3c3-${P96f|F|on`ihSJ*@G2 z>z|F49I)FG(tl8Jm@U>EcmP*YXH(5yxq_sa>DPP@OnNp;uVymo)aB&QXCdgSE_ zHXD3=jvpP5y?b>Mjlu@B0k%%rM#?&tD)SJh181n~JS6^xQ>&5VD?dRHn>X3fno0gc zsn;$-v&9v`>YaVMeQ^T(pGn}e6GxUN;J5m2HuML%*gY23Cz_@$awO_9Tk7)D!`l=n zo&2;(ixQxnD{Kqg+rj+&N(VU2C>9&L-UG!#R??!X0i|;J->smA5bOkxvsLG2V^iEz zro5mful^vm3k%CQRKO&Rn*ZXB9TL61WFwiu%}wr(OE#{>dhAhx{VV#KY6FBG{Kl=F z1wq^+{DxZm3nIztJA;4q+0M2F!7!rPMLTPK60D+uq3BFqwEVZ3g)UXt17CNJykIBc zx_I06hz*%FVQ_W9useHlZno9nvGS`UxWl#OeP>MGl$fMkg7j zK7^uWU;T(qXpP8Nsnvb<Pmb~s4OFZ;{8$wEOHy4m@jEQc;k{+6u&a9_*y9oXk zC8&ZVfmvNTq@N)^Zsk?hFX{F$DRfjkL-IJOoJoSY!*9lYOK;Nq!ka|`$R?c2&6RUP zKPJa$7=0KrvF*!wcg(``e~^Qog`u-jlcKUB2=ec)A?rnz)4W9%O`eZ^duNk%$;qm? z=kJJkSF7b79KG+1PX_85;&xApbk>wlwicq;I}RF7TWB#TXGoQ6KA65`KD6JxC#e#2`j0p}|Aa;g zU4^zD24Cg7dNMSCHJkI{p+=dUmcah-!$c=LN!LS}mC!vejq{XOPh;FN&K75QvAEB z^p1t`sq6!Paioii=I+efB`raCsoVkF-y0PPHc=zTE#I2c%;p%s8YQQzVj0p4IX|A) zEG;bZCOA>;^Iw;7O*8b_{0jo%PS>wiJGt|Y;jWd{`5!;WQy06|mQg#w?YMM*JeiZM znc2lPCjLEA1(PW@hV4nkF_q)a9i*qd57j~ z6)+Z0fcTr`jK;1#uXqPoBv`?q$Q(p&BoU@RuWhY%t$)3ZL0vbvUq^NDhDGmpQx+|4 zkdRfP9!TwqGfmMHwk1EC$tet(i21Pg>r+d)=T*)jTQc~hsG_32j+Le%BYo!WM&uTr*O*vF8FYt z37C7z+!=}fO;0d>DQJidWh6r{Xx63S+{p$R8GI2SoO#OW9(8+X7(;|_eRGv)8Vf5w zL%!m_$f?x0blGwIsIc^*Qe%Gja_sXiA6Mk;D6q^Wr*catY;O%j4m^EOdDj#Bl1uW* z^DCYQADMU#@I_IW=1U(;*#bjTnOy_9w+>7U%WKjAz z2?{>gwA2 zu4|8t!hubFy~1qVuxgyU=s7K1KVV}1%2Q$@+;g;&sQCFrlf84eTQ%fD?}OL9f$!tX z0{8f3Lo5;MiHY}v_;wXx&l9}?AK_5;LknObkw&qE8>a0G;VJV~LkfJSNURy`P`?3D zDo-bkNbY5V+@>QRFD!Q1(1fL^Y5qHH_w+v>HPl0dzP}Quba*q`YHqjUZ(yT@k)q>! zD$4{)GA8KB3JEzGBs@|G%kxjm8bBy@??!}un znuFm*@0z-9=(DiYgMimxK6xMd=?EQcY}K4hr;-xo>>UjYC;u}*gOh9Il1huyLPdBZ zW?NwDB(>`Nc;oQcZq7xBJxO|&2QlPfM3a zhAe>(4=Et>`3HTYF5}UnZTJ}d)hW7*I6F!5OO@DH?VSv=TK&_n@d(dA)-KZRc(<5! zVanzN#d=( z*(BvbMQAwhAh48~3c{p@Y3(9`#}QkY%^3;YA*Ufi1-*tl2?K4X(7M}71GVj^RHPoW`C@eU!-)boeXJNMw%lu zzu_q77jFszl)S*Zo)d&v_3h>Pyyq(K57#{H_&D0(#(w#2FPm3BR~8L_Fr0SM zSx#*vqpvYl0KWqe#HNuT3Y?;c>-wfjWKcz)LDxsC$$Q;-2Q&AM`I40orf;v_Cd`=D zu&+)=#EPc^NblJVuTaTQWN|qez1MXV0E|=J-DO^2A%$5f9}J6@;8TzoJ-k{M3nbH+ zLwbpZ799BMrz^F5}qwrA&FWh5NiU!X_p%RQ56CP>Q>qV+?4Y z;|%*){xub|1uH43^2=`x*|xpxH#P>kj+Uy~p#I#7ZQf{*HOFnmu2)KQQ;6Tkcv-YZc&1fjTTKOy~8e&uR5++Tv9^C4K@Abo7d~G zdJ7nN3|$T(=vSSo>koD*{o3rh@Z|)3-(+TgjB7i?XDa>m?If->QjM|U0KA>nQ#{LV zrrEd^_v%a59<%V4TD2{&o4H|njox9PitNWFm~RUoieR@CKuTPvp(dluIUH;+5J1~8({1VcRzL>sHG6&+pVkkRML`Pf5P)CNN# z$>C-mzx*_%MHGEkSbEdHfxY-W9MIW$Ba5G-ebiQv$0|UUhJ`HF513bDnb}RjzFO!K z8vrHT$&HSch#`mWbM-i$lMlPxP5bsRH{DJ;GT;41ZWR9c>R6C>3B-rnma3Pvcn3*G!~M&7Q#$b@p*pE zotK@|#A(h9i9g+_c>2K9=_l)pv#8MHQ_UQjn^%ZP!1ScXxLQ4ui|!uEB;NgS!TIw>R8#-u>SD0kyk#ckSA%RvDjH zq#gQx&PC8&&`ZjfBFV3A3Mm8^ZfXWKp3RMK%Gi~+hlEE{1$*19_CczX$TLPvp_cCb z_1DG(3brQB$uC4KXXPS&4sBFfdPTukZ;NnoP4w5-avP^Q4SAQHq=Sz3Gfgkv4{4+@ zYNVTP*kBG^Ea~>*UhcL{fj4OMaA@a_EdU*@3*!aZs9=(Td2nVkZ4fh~2+JtWj2RULTf1cVmSw!%_}uDuDIC zKMkGmE)8Wj3ua$jxF7V-Fn2Rl1BusE2fGoRjaq26cvpRkysAh4zECD#X(tJA`NHo+ ztuPWGVLhry3q4J6(!a`&vP=TK#1AhA{ADp;kvje))+RJ=M>6SInq|O zylc5DPD^*vohofwuddT#EV0+xe7?-F=-xjJW7oEiL=Wv*7zHgZF!#{9QbUs3dB@8hA@6hG<&iT_^v za*cK`akl<6TCbUED@#9JrnIUoJr)6R?mMBC^g1w`MSjk9XTG7mF%}Lv8Rbp#o|53% z*^`2sY+BIOc4Fi&jHq}F)INa>d*v-k2)B4#FMJ3Ws3iNxe9Lbp2r=f zMZmQjWt=2(mp_~9Gr<0CC}B)2b+@)j<9u^ppxD5<&5?mR9!JmIQjf#!pN`I8bA-R> zctEqvwJ0bGWju73vjIe}c8z9oK#!b>CT10C+X$@-1$;2HL~i8h|CRy5sR)v`U~6H3 z8E2$Et9IZ$kayZ#Bq6U_LA;sYJqSToG2785L|mv8jq^m>gSLHhU`*Jhd~$$C{X}08 zxAWL~$5&-JaZG}f`-svS>muN*CgA6Cl1W>gpHOQqocdGq8xQPEq4Ze4b1Lje{nkoB zSnRJ!JP(Ur8W2?0OX*0@zEd3q;!~wclqL89T=ZF2p!i7U&a8Z@N%%+=y>^iWOU5~p z+Nt?RN@Z*H@T?BvV{>))P5te*D*Bb4JBDPqfCJt#$Tjz+!rQS!RqPq(!vw8P7685x8A-D}~@h@u9*qns1QVX+^ll~vN;!E~>4|6G5pa*()* z7$KKq>Km*o33&0pC+o42p=yMs&9KzY|1hO(MPaE+P+@iC3q-f9$B@1t)G^j9~E+0-lF}X+D=LtJMV#3Td%`0=> zY^#8icr2~1&l-I_5f4po@>apOP|MDnR=s)Bxi8gNQo&K%+;rS}4wTZ+{7Ql5JsXnu zi#4i)#y||C-F&E3-PSVmFRmJ1;HlENWp)9IFcb%`JcTkbei#5)LuSP(8=PXP9+ZhK z*-0zeZD})pB~m`Mo4Jmya$=8=(jTdPeAU6e<>4ZMT6~|vXmeQ0j0UL@N5E##WCf8+ zlMpF%Z2CftP|IajcL=~{DaRP}a>y0ROelK($P)H;8@$~b5ON&aT=PIad@Y*1Y;M;Arkt zlg@R2>vT;1L*VsPg-0B zlq0$K@z2W#g53y=rA$dx^JibNq3L|$T*t1 zamJcLs^1^}+Egs?Su16J*n&7mERk)F60B{y+}>Siqfp_{rl@`SqO8^#u{^g>OB0`( zj0(jM!q<9|=X5+RDy*_FlAIVlnKvn9>Gi4Np8~-)bZ&^kM~dyrIF;aC>QRX7g&t1u z>*ddLsD1V>eWA^^ISWYHWEm{B7~S~p8Jf59JB*WY6ktYxBwy#_sFh-1q@XMybBy$j!_f46)Cr*GG~N9pM>w}AOG@uG3Dxm#&4pj%}( zPL3$1I{zyS>vu{GGu5MfYzaUoCV1yy&Z}JLtmUN}DM`-h_zh~Yt8jTJf>IS zT^Ob994um9dx}yP|A-gp45kehTt)>;J6_!wa-C`o=W33P*B zI;;@CVYK~uLfpx_ph^V4VpBTx;h2e2HzP`|J8;Q|8J;Q^T*d%LVooF8HGG+1i$NC9 zbj=%de+eGN1@-7vc|wC*y}c)9=M@$)zO9^xeWgj-zY4=HSEHBDCeZ!UPoVGJsyY4Z zO8}wBY{0f-g14Cf+pD6{JQDszTqoN&QKbRSEHNWidL6$X7A;xdKt5nSV{q0V<-0GE!g--CJia1 z%N{8P3XYzLUF!OeYSY4Rha7nMy1wkBX3-C^fJjdvIEE(c;2YU3Akv-|*Uz(9(E~6v zatIwzRI;y%?0jO?*ignk?RIHpa4Kk|NMFcD8UCdSSo>?33l69ZE?!kVm;t2%ii?LS zOuvlJ>K!Ek*YX#w*9`TjV4mI_P=K)KuROuB64XCDw9*usG8i7| zo(Ry&`J`$??N(PZx=)JYWU3UrXRuGr+p7)rF0>kc`mR9?_C8$KHnXWl3pmDTb)!z6 z)purf)Q;jPQW$)9g5mIFXi!5NNIuom$x&G5f5F`Nb~2`+Jz4EQI&e3;B_wB{snY6W zLOhj*Ok@pqe_iC4;tZNc`5)4Wm(_FRWrs=~l8buFVAl<@+;ZhT8VJ7|SYVtdVVtrE)kj@vcnnSKI=^M6I8x8hQr968( z7ucebfj8gy=kH1J4^TfnO`x_&tauEMfh8w8;D`v2TVSDk0D0n!xa^hfa`?4aS@3Yz zm}M%!N0Ng&;cI9`wTfbILPiu#sLR^EM_Q(+cGmuj%h}}J;E2_wh z_@iVYWeJvdj#wq+vGjy(2{mJBn_EC_Hpa2U1rXZc4fG(+Kpn4kRtF`kUd8r10ftm0 zcHF8|;f-SO@8`lW6d-IAJk%9H%`}c!B+YQm%r6W4}b7*sEUC+L*{=D^%Z4aLqs8gF|

2}xqi-2w<(*Q@A);957V;*a9*d|{+B)R+>sV6)x zC^;b5)Yx<9WM)Y-Y0N-T#-La?A**n}XfDnVhlf&6XEf$+F3SPcW9$jWuS94;a>z04 zHN9$Hxjkzlu1TjcH4Axj4yAuHub8>@5J zTsPQ}^xyd}MrePzXqW>ddy>e<0(qUXpI|IUb>ojPW2(`6Hu%>eBlOkAUviRK3`PrU z`hGBKH;P#-Aht}l_&OK#6`^qApIq4&pw4_c(37La1L5wO4B9_coZNv7O%ahSi?hD+ z&yyx}W^q(X)TwOJP!QV9(*AvR{m2FXnp>r=R#I{E+u|8_J@f#_Ms$wSIb#%IPJ1|| zv2FvX9*-JG_%Ik@fd#Ql3uR07LprE0VT~mtX zdyd5I3^$SdkaJXes!?9yA8m=fjMiu~yqsi_R{_ZDLeGVP&YAFa-UFa)@RLSJo=$62 zlquH23Bq_srQz#Xig0}B4R$D@)H38Zvl9k8HP6})H9e1ey;hHvR(TQ~Z|HhrB@%L~ zY(*UGrqn?qjyBqDDwIs}Grt_I#7an$+$naI`GwMMRa&?Z|tgG{(yLd739NArZ0>U*#`x^!zc6DOSbxcdT_U#aBjG321z6^Ptc!u zXA4A~S=S_vv%-MT#=t&RWHPXszN2Q=jhe%^i5bqBAf;`r{HfDk>wjelVza;cK&jI% zyOtB=Pk8k*^N(XjDqp;CiSalaJTL|P@{Wsk7x&1+DCu*hr)O#zC05@ZyieQf$LY>_ z=T-HG1-VMtD3t!~5x!>C8CF!xYuwXG>P5K7M(isawo(DGQl#w&i0P6HY>Kv{w~edb zok9pBNg-}s=#|JnW4;@Du(1yi(n-;$NJzl)C(_MFv!hjiAv)&tnl2^| zr!g@e6KOAM3QJz$+o!7L;X9b1{ytPL06i~TxMut$C$zsSyvB+y5z2|nzaxX;;%q@Y z{)QM8nNCY8;UHDIu-K+E;MxM{5a!zdAsA+zd>mtkE}AF0C^GXWN&*K(Q!-soFhjlP zp)!HdNd^M_V3+bC0c^Kz&XsAkhmP*eIq*%#ZGXpj1ju&<-)_^e8i>r=XP~(k3jX-vSeVFaa+JO zUTi#+=a@LFPqi8_{TWfi709f6j55@gX?LR>b)jYKcRSGpS`@Ug%$8qxLuds&6vW7A zmcU7BAFGUrg-z@DGa{uPm&SiNTO#HLMUB!M-;$cDl2%ETZ=AGfdyUstXL<7K-ZWm- zS>BQ3i)5!Ict&dKpf257xmvZ|Wqxg}j6!Q9U}g4*Of1Z+yfgT{Pw<}yr8KKt`33)n zAJ5gT-3q(BuHXY27~z2=R#?-U))h;M#&cg|ZG?H?c&WFau0Q**)IhT;<>-|?YI8VUvm?uYnYG7hO0@7sH&+4JTw@dR zZ|kVO-O4?C-4t~c2+fU@1ZEE_le3#2sDvfV;`GGZkei(>d~>w;F5Yy zef+(lVe8BgSKEjb@sMMN(r&|+3aUo$mtzlI5?~|A5PUbDMU;3V!}O8JE?cVc3;IDN zW+aok+OB`PSSm_7bfOf6E|)=mcx`f=iM;GB=K_xnj`5-92=I!XuNBQm^H2p`bYnx^dm$goUV$*M?%yn}$ z-9T9^l~)yCxpq~4T40_8|tZ7sNyoXFSP`XCnbcK*(01Ts4F z+XB!@ov?+@-<}}6ww^XDX7tZk6ZiMu8V1A+4Zh0BZ&C;$%=ms4;|2G8g~r| z$to|NSKao+58rHVDY0E%IoA2Y77z<#=MVN)(2z!^)R{lJB`R6AftOrJw(h!2pH*n- zjHe`8u(|+6*a@Eb>T$^Z@QuKI9toLX(v4prlJ}unLepMjBUN!FYq{Jp1=5ATL6JfD z>>2Dd0f(DET_KHY@^ObP(;S2hn^@dHNEG#pAk+yEdguA@!!Y0P>aG+iCui9;P_)nS(uA`r!O0DG%iP?h{K3Yk**H1O*(kB4Oy$zt z`fy%>Njb!Pg)RfnD7THbuqqB=uHQDnrtW1SVyiHduoQLXwK)w^sSk1Mdx-f-l|X)q z*Td2bQLgx@SN(5flJpNhp<#}qY>2CUVRWZRtHh%w+tq*Nwq%6$gCEi)24i4P|FI&g zZ~Z8jCYbib5_bxqkC`-tDKMJtuSUY}sA%HKU{D(whHg@tq`1p-X-Z2^HyX3oEL$zH zlmXrvxp6~=s=UGPMqEKEX+xENCTBlxfNMTMfUH?G8t-!!J>uDlCo0$@U|o6-8|lh2q7~KowHAVcl7uG zgS@V(_9~2uQl1bZt~c460@5#UfKE$}nt^9=@}?4aYg)x4b^WpPqIL+|%Z>@FaE z^b91Ew-`R{79M}p8|z612W;T9W*1{st09N-ujf8+osR_vtdo~#su)B1>n_F6$ojY} z2SeOe*YPqdm{TaAu_r!8lwfLgJwudn%>#UIVwOr9`8dBgH2dfN zwcSvuak>V9g_?6gA6%#JYs{=|X)~X$xJurrBl#$KDTBKA^KD(63#QI;M$E0&;^5)wx62fVXd-R}HG>NEI9`DR0BgrVaw>Bwc-@p#8_KWr*VZs3C$JtlE zmS*qGIn{Vk?|!*ujYHc{9@&>ZF>x~ld!b&i|o#5qjiW3-F5`3QH zWNKKG%dUBI%Y*H67P(;!?BPaJkfl}1AT5mM5==rk`;)4T{fu7G7PapK0Ja9^T?rLk z9~-Gspwx_6*0l6jp7-*ie_GMFv~T6 zl37$+?>+TuN426Mv_`4q?k4Yk>+drB%@w+oZUa{3XsvWYi>M3LHi#z4(Vsg9a9i5E zwl$-{?CFwj*_BiI3`aHkDc{IKkZs%(Av3~V(m;VAlU23kucEo7T^`yzgwv zin9$N$32U4Iz@q%TIjA>KSLwE9UE;I@1axMU3Y}j7Ug>?7Ur-n!9pg481+6rGN|Du=n0Yttt@XEofAVzBt}OW z7LE$PIZg8;aq!?zjPQT`Jmj@G7iO(ApM`{~kMmKSk$->E#k~$*mE^Ixc}P4ac6sb; z3Vy-$l|g}2>rE*kUFu~PG;%Ee3sQ?Mg-^j_LH)Ey7qF@!I)peq!|$O$m&xMSK@st+ zJoDy~SPmbHxBv;UH=9 z<1M-SYQXfIb6IECXZgKn1I(kh_+9V5VRknK$i%y^fs%e1Rw?zXo4SLp0-1dO*%+jr z^8M+2eM^h~#@YZLsdqM;FMSB=@B^DbO2_}i>FrotB@;@@Znz;dR)@gZ1cdbEKz_WLIeie1FReu7M0!DTX)xZ=ishg#kT z`5_TK!6mO+9lV|w@-KUTjf-%_YPliHV)HS~wJ zQxp6Ap9EZ)B(ON=fe<^tvO%-$I0y)krtFdqMRFFcgTG%-tV)DH}?$YdaXr2oC<-mulH!in5CFi zsV=MNCp(qiPt_7Yp9#KCqXxb%eyg|5J!AC)ZxhvjDR-WUi)A9rX@^jxE1H_xN`xC` zDmhxN-n+97WoiVfc4(vXn|TF~qptRYQ)M15sMCrH@f|9U>7Q6QWEem1R|Q=UR&sB5 zp_$Xb+_=`MCR`oM!b<$1pZYbl?t!;nQ}t@?xA!8bR)g}NEtY8+YnaBq;H^Z`jAy_X zP_B%t)-WWQ4OcAe(g@c?Bfd1;$zxlMRAXbcS6p!IJ-Ax@%bj6&U(NMQEQqz_ zs?g3VK9Vz%YKGtbDFlK{V)hFQ*;&T1C590C9%akSPnO%3r+)c{TZB!P@dBX)-h9PU`h=-U{??BzI$$wC+NJ` z>R1CH+gbD6K{z#6>FSULy_nFz)-(f%O1;(m`~n>DM29^NvGau!(l5-LCjBkPr{&9e zOsoJrMT=_X_#;o#m1?Qi@Xn5Ik_eb4hq;YIADBJiyQsOl-_3?I@g zKQmI2D8Wt)b#BQBR(>RWdY*V5ad52gT?!X~C02okMQni@%*=OVY?%m1R%vq|$()XQ znI^#5N{qdZDv6W0tO|?>8$Ew_Z3K%RRBzYyKxm}zUZ~!m{zsKzV6-uWIi|nL8kW(} z50!dN`rRY1X%=LB-zH_OxY6g?b zkFT090LKLIS2v6XhFUQCyWv&c4;w9`$rZ)R>B82aLUaHASE$BURE*(j!uU%ze0(MBS*I^Bdg`Ke;c_C+Cz)97P2ut$J~;y2piY3 zC6|A&UBVanCB$h-*Yxw^EDh<~pseNuOAf|s%#!-#2UMCC5#DzD$Q&VqP-kMl9BlKL%eXWd!hyEikJ8H6>y{?Ux1{YUH^ds+39d?Z3Fcd%`9? zlryOF{t0+9kCx>Yc}ZDF2+eF&>0d=EH7RcsxCZ!RX<%}#{z4e&Dr;~$A_60m_kuR|h zjwfS~bWRbs)r0Qnr*Vjld`4tatJlf$pSIzXh}r$~P(+ad>jF*CU z*`a$|BUWBLe8hk3cIwPDt&L&XS%ONr;SZ!#_s0;c6!W5^>|h~6m`_}5tw=0Q0~P?> ze_MEBn#XO|T@&%MZ|D>nm@iMsrs34n8aZf4McF$lLo=AbkdYNlEG^Pyr4@2U#SRsW z))UwgFMqOqKK&03(`EP|!In#+N>qQCAH;4CNLa?|Ev*U+;Z^JL8=Z>rE#JzO(fRy= zSoyUgc${8VRgX>e=2?*9O+Wn~UgYFLYu$E+o6xBhPamXiD7MUFM5@)C0C;+5v2@o5+464CNsjz^z1p)5#l0i%FW ze{m$}73s?@B^|fJh$fMC<`^J*8n?JI{E1=gPUBy_oRB<94h)S~BI?9jNYD0?F0N$+ zfj^V%Vg;d$=h%E+Epu#_!KiNmY}26>#ei>)bq9f|YII9BTsB-KqWWs z&z?N*ji$HYE#(HOnyEBu10x+q&=UTsmlNbqVkwO|%Cmt323A_RP1t;v=1)GOu$$=` z*zI{o9m8Du-^&@;@T_C>6@#;vqyw3$K1L|`R^WU!pNfQlwKU2+gh_y9$t;-OPD7F3*{QBHcptJHZ zUIN;v&R2!l-=%ta!xIWKVhU^Z`6)YDILWe$lpDx*LPO;)=yC1lViUYo&?XbCx4kga z%x)WiNn!Q1>c882P@~bgg?%ZRyZmxTcatHtJpWNE8P3JUp_nao*n%hO zrf`LLL;jFG*t z%lk}QUcqq(btS@gx9x`v4b)4y(3p%eb6uR6*bA(Db#%{^j~`^CuVm)_LTCHuqf2PR zMW0Z|ZK|SVH3o+^n1LuMLxaLOZoXLVsOTc6e5r1#EJ-F~&(9G#&eZT}RV2jb{mHPZZi`@!-1Eit z;2WBMbN~)@?`HI_gYAAFmLho{H!ckJhZu0)ZjMwAmEGAX7XJ>JN}0^ z?o887K5s6^BmTi0rqkb7X7%+jgR-++VNu-JVfu3{fn_l2;2DmB4_~of`|2IkvU=-j zqd`R|RC@wL z!&IIj#k%?>VwTaJW`Sn;%9xq!71KScA47oINktwdl{76L#eAO&bYe}tyKaJO3rb`2 zeGU_zL1@GqMB69y8RuV!lx7fEJ>$cZ^Q5VfCuCd7tRx&Sr`nD6cA|8X=8^@Hzti#@ zs_0)?>P$|d+K8>a{;(y)dftCMV_qH`2cW^KHscJ`QAhg&wD5MD7Vj zNX@qHyjNjMxu=#+v9)n_`*^H+@cm*8ycSiEPtyKAw3?Xcue;_h`m$wax| zX=XNG@@tG-RDQ&EtG_%KMO%)Ij{f>>p8cyp}~DkN&np?=@htSZ&| zx9f~9g)$zyW`y4sXK|IMtcO6s*PQyn{NKWRF@t;q^@>h+8T>*D^9XiEq@5=_A4dtj zr(N&tkiA*KN-rm9-37l>t0QB3Q)GB!W&NPH8GYhcLU0EK!|d4yyE;xG$(1o)REfw> z(L>YY`}IXcD30HEOB`!lF8WZ$QRV7;3~VBsMnXD{+bdx7a#byj%yw2`N15PF*e5cQ z&>i&(jJ#%^Hk?=sH^NQ0Mrmb%0@}VEFqdsIH<)Wuk7p>O8ct%DS&&_az^sFuBoIvK zpmUNwD6F~1*(Uj8J`eH4-_D)V+%FISlk4vyvYghTSw+m(*F|eSG;=o{Y^;4;kQ?Y@mFZ@TF&X09G3|>cpZHx~;=m zYjkU>N?zFQj7fGH4puMKbuk%+^40dA4Ii$ITyQ4Y9hSv?$`8$lH|mFY#8;Ki^w%n7 zoQt%oWf9)@)c(&uC;{O}wJa+`>woCVJSC@DaIU{&-SJUJCwQ&hfFd2deW6p--tR0| zJbcgI{I;y|$Hma=-7nQt#MlfLPvD0HuT4Q$vQ1LAl$MIS?hK^E7rW%vxoHU%6h~fg z_G4{xY=jTvI2)X^O{2c_mKZl)+yDcw$YX1Kv&ChH27!>e^1v>buV9aksz4OgRnd7T zNCa+pFY1`ZhWLt0Oy$#FsOxXnhWM0*QicUZMVcsnNw6ii0UAGYCQY9{4&rSH^=?(j zLc=c}60rYjJSKMS@ij%O4$RJ5w)yD~UcDZsT&CQf-?O5LT0}}#i8GpxrhRl|)O0ch z6oJ6*rP*Q|VG@Q|Sky=5D#8RrX!jGjaPn*IZZ0lCFV;Izgq7v6BF$+0pTbJoUF!=- zWWV>12DRFD2SLc`Qve${jfUfmh@(At6TKz|8#ShbWE|BAWM~0|XLq_z%1|8Q7lCSg z>~M~hlHxFb1@_Tiwz|fZElKjLCQKajvs`yb=rs8Jg|^L62Y8?9K(&W3*mJ)z%_kN5 zSTRylhY>yex6QFdUO_Us>8PK^8@|7_AzPXQHSm%TPE>FX<|=ty4HR$)94Ly0Ui1Vg za$5dog-8kOvf(#?S7m-?rPfo1M>IvoBvn_vy_UmlYb7zZ3^#XOBbc*rX9I{>Sp!l_ zTQt(MKTgDTak^}y{x#K1FJl)=i>+ko>}RHnO+5iCDOMd>KC;OY$&9z%qe+uOyAQ*W zO_*0&P`vKU$KF{Bx}>Iaa`SnjRAuo>_Y6fi$#*vk4a00=2hb6Cwir1sqJdZ%1Hsu2 zl<-`|TExAxF_Ad&5WJKdwV;XdNF%GRE{mlT>%CI3x{p#b-xjCU(%0L84{<~yO={X8 z&A?AwSs-S)T%+k$gy0q4iQ`tccrq{Vfx51g2Yx7LzlJqVrqWoH*ep!$ZEe%mV$7Fk zKnX|Rf!%I=aFC=Jfk0tnj1Oi{x`X+v&G6W&r|a-6wsG=Sq@^=Cwwz~}tP}(11T3Iy zp5(P8i)uqJ?~bK({6jBJjJa`iWC_g_!JUIj&Nb7V`c(FL>J%)#hlYICpK|O5QJe?; z&MDJdDvPPZkF6DGDl)qZ2H#DS*Jt(9rc7#W7{s8uCga!!oKr#S9lH+J#1j9QsbF~T z)JUnNh_B8)R|=oDEMLQ1pXs8Mhp@fRPQfRR78y$@G?pD~a9sMk{;|sG+@MU@o)$Tn zN~X+nhULsN-~k2NP4x{AD%fS_moLNhN5dnsqtgx+NGO5+Lh2KWW%$b<{bGna_mu7E z2WZzYAd@HTi!;9%_x^nkg><&6>3Z_7z)VYr?^~S>E+nH(&hQ(UN>BA^ z)O}33?k$`ey8Kc@_?2~*JtzNk@YYj%o}=HRZ1F~282OQu3S!Q*DU()=RN2UGw^c&Li2f&e1VR#HfnEE- zfAC*JE!~KymY9i^7g@z4?tp_H773(zA|FM_pi<%+%yDP?!9te@WJ4h|)w>-^fecMU z7HhBq^tOsvc?3}*2)Qk@q~kX>vm(YBm4qMLrf0J26dmBd7P;u@UcVgt?|L&NC+ee7 z)G}vFZFT{9$loN2w2FShDNAl7@lAa6&dvkXHivf{k7Sz`wFNv}6bgDmI2j+^Akh4j zPoP~ezqzLK!#{;53s@X5Ly5Hkv_E5Q@i zBEF7v{THA>}-{WQCOP#ehK8cau9{{!PJk$lbT;)Qp66} zhE&9T2_btpQR*74%sQQ$Ii)@2MR>^hyCCuGqgJ-IV0FP{L5T0>5YoHb>Am@-t`Sjs zK{7seb5qCcUUjoynZR@S3BIZLwo(OJ8t~f|B`J0anyt;6m57xi`C)!hQoS9?_`*(g zJa9oZb1)?%id1;4<-%kvp#VT3eJR##(lV_AzWoffu(^m2H*fJU{*9>PAtv-2gQYsI ztOWe}5&3S*KxJ8eJlJny+ZAHB!~T_K>=-H5g1wdI6_YC9CU1s+o{+t&61|n4`<0D~ zsEI%n4oG&U(2gQHy_RHVYj15a@E46p@;9Hw8bfvStq%b@#P9Z?ZEt-8?nn5z+0jtO zPQUD`P)5o`m9YX`5Tf+yJ z^jJSfx!gs1By7ja#`%mR;<&{36Rv+v z#wUE^ymjU`TB|bcheS04?W;_)q!VJ(hoi-6Hipe@zNqYeSmVClB`2Re^WK##sP54< zQPtxxi!NI9*fDfXzH-+Y{U@i!def3)|NG^)2x?)|c212BnZn))|A_!<*e2n6)134? zAyP>#%ff6OkO14)En}JF8;y%)5C$?}kNVQ{=)_ffcdkqleb5+Cx1H=PoP*sGmnvD) z0b((Y=EI08-D#CFEH%Xg$a{pPsbe03@28(krLx}4aK}!F{q+IH`b|84`UgguOx|hI zVN75e7b0ispL;gT^rr7++mw;S`DU(N2(G#LE1&jU^%^pjFfokAc|wkf#U{<8z9Va% zEq?3FC!GxQIooaf!2|zvH4r>_c8`X`eBq3@rQOfP)%Cbq$M#hXh4c)&SIdo;5e(sc zUku@4j>oPX^-KWa87mXp|B5cE4{Z)ps2;`LBZdBlS4cG6``aW5TC2Cp7M&WbJ7{FI zmK2lDbf&x`s;nT6-vKm^Dh3nx-yU?14_O9V!tCvQZWjz_fHps6-NMZd;l7ON8f(r* zeVhpALMdWajWUPVHUn&Z{MgaV-!Bs7r8CHd!;AtxeIXTHk--U>OGa=pu;QrE{7lkO zWPSsi7ZKoxORaph*{U%b6?2|;=o7Yl?6G5;yL=3V7eg)MW?y(&3HMSGQZ_P}oV+ys z6|#dsCcl?(1BP@EQ(Re76nNSgWp7n5Y6Ky$UO-egiw`+ay-1UoYTFi{l&uT>qIzS& z$9=(Kwmqf(OT1wDJscZ1dhFM#>o`EJR z{Dz=(;~tb;%M1>!_7+hh7`nciWlnb6LPWDHN$x&(OYQ6_R}g#c|;n% z^TI&e@XTc5VRvSK!g%RRD7$Q#HvRgFn@3Q4nVPJ|9GS6uqqj~CPg6Nm>-k3$-_IxZW6_WZi1ZB1^gffXQF`n`F^rp! zX);no8+e$VexY5p#HPPJLLbD8wK>M8l7;Uag1oveu_a-cRlKYg8dVe z{ram4HvcR8v!Hti@=9)?~`1 zWGZrJ7d2j4F|VFh)PA6;3xD;VYij7s#}zvBP~>4(T|$akm3o>R$575_1{jBbu=)}E zR(p5T2u)*2puR8HC+H%l-lx?8S_F8Qz@1w&4@EJmX!XTys%7TFpDhVy)zN(r%!>yj zD|)Rx4LOam&xP>grEqBw{n(t-j@#*RqD4x6`nh} zIikSlN3NoqqSr+;K`@1?kY?-ygsR=gOFkbcnb&a> zIuK!(i;;3&3?Qoa7q!XvGbw$9T??XLvfTTuv}{N zMqsiWUgUvO7!3o7CzPnEhOgEHHyNpsLyB_fZZqa)YL)5uMazymyMjP+;*aZ3Rgt*e z9yjv^0Sgr!rG_h3m~z^dcSH0T8$?;EmBAI8fi+wa$Cq3X5BQy||0|PYpJOb=C!ffM z+>3?y9`EKPBdxZT8d?8%vI}9*wen{}nz^V1j9x6-RF0g&F~$_MOxbot+o{Pgy%4Qu z^=7=hhmj$W$H{5w#NE!x?}pvXW@i-yuBtt)+sU!fOVT~ZYIN>A(d;JzmeOGI1M}~f zdv2Gz?r?7z%`RW-T}{I6x4G~;NBJK89~}rQZUuXv!ji07N{UBaB#NXd+N2sO0HRFd zUZ4H?d(*1^MD$-eQ@4wIL(I?)`%;cgHq%~<sZ_meN%!wf~s>%pF62J)LtEwVHK)>&$*@&)bmtkrcp8|RtMgc8N=Kf$XsFwK@A8IIwzZ7OYL|b zd^tHLv>|$Yl**McqM@S+1(~aJ(#mM3r&N`iyra&en@MZk-SqU3iySp&wE2ngAcoeF&Fn6YNEQCtW^DEUZ(EYOPTt-fFE+q;y;9jfA^~f?Sz~_(`Q5yR!EQe*fEiB0s^otjoP#rD#K;v=5O%2Fyy81$xLszB=ujs;f!emvDH zhgTOO={+ymLez0Ru5THlznrJ7f&du!^|5?KfD0WE6|=qk7lM_gBz!(oydp)3fXHgD zwuha9yhFZy9z9?aYjJ9Q5zKhvDZ|<*_i*ZG*8Q)Eo+iQ9+Rk$GOCA6GM00*L#3*t} z#Q+T#)hR^u7Bna*%&vWGpKWzL)_##>O~3AXwelSosE0yvKj>EGs)zg87G+v)X&OP8KAGDcL}Z zOW*_CZgC3UgmOVO7GezneY)T;oP}~?S4<{u_Lf-I=YiuB`AHM?XK@ga?+>|Q8||=u zQ(+qC`|!kkC8FziyM#2($v$yRnC-M4tlN6s;3-Y@&nI1s1FJ<+<%2zmokv3Mu z|D?Ax@et`JxeE5aqyCFihbIq`#zT_p!?-IYu3aN&T|W9^7eo5^II|$gf60H5Lqh6|y?UF)Y~!gaZ>^5@|S6<+3Uf89|L=)!#roo*P2hvT5tWHL>h;QbF`*VoJGjmYX6_3Tyn3xeRPyV%vn? zg%@eRBiH0T1I=B_GgqZvV%kx*Fs+e?pd*_CzJ_uiDCkJf685S$FNA`BI;$!KaIcPp$v-D^cv7a|kr$+$abqZ&OikT)ABiGX%XAW+>VQ8wdk>KP)tnVy&kq!Ly>3}K(KgW?C+b}5kpNxnD=@9)C=^w7|#3==&|GutQ5tnIvt->mz zC;&f7&Y3Y%6Hw`F{dk_)CTf8*-mG z^4Mu8G@4vzKgAB!;p_l*+`bizxD)&(L-n=1*369@v~%+1WE|noo40X!NA$^`<8UK; zT=b-4X$K$sT}g^_TfwJ;gtEOz!dFg<&?y|aH4HSA4QAgtL&ww>!xPE#p^X~<4^QVD z9#{9h{UVKR+qTh$jcwb`#Aq73v6IG_cw*bOZQDtIljr+h@Bec$lk4oW&t7ZY_va3m zWO^HS;$#kDO2vCJ3l8yHd#bXV3w@5rsFsWr&D~dM=tSZ$8S+0(y*Nk$u zVvywos$WNL=ioJK50o>#zS;OxUgVHh3#h51%M5K?f2cLHyN`pFI48o&Q;bpEr+)?l z{;(Uv7Ta1?+p0m>9SsMd-@>%>Qnqd+QW0F=1?&Sd4HD}rnX5l)4xIbGPtmyZO?*h2 z5h?2a7>G-2*x!%&T{JJ)A+(y!oiOL=ZNc%$=d_Cul|FgtHwdPqCxU!NA^SyDwS3ha zV+d(YHfwd{z^Tm&`;-kIw{F#z&G|91FG0kk%RuceuDs}&kUT0kn?y9IdxOxd zXaDS+yc31kaWUFC+p0#;1g&@!UxgJMUG?9JEy0$bl16~Ir78{C)#ILG!7ItjD6>m6V7ec;FyJwl zO!c;{`ryi%^CA7xA0OOKaI(v?{EpVLwLf2U-YgDvsF{a+*a&Iwc-$u-MT%~fsswpV zbf7x%-UCF8c{UOLP;GQ*fCV@hL-SiCB3NAAU)j7SrdznQRg2hLMVG3Ok4sL{O8Zu> zIfjHLf$t}TTK^N8{OkWjB<(IG%U}P)NqaSpQ$qL-`I}+ziH&0>Z*$|QmhNH!wH`>Y z!g&vDuevK;7z+GPtWy^hJ;uG zr-X@67{*e6PI)#x7m)IJ^w}lK&j0{WGe>oJeqQzxc5rc?FMMV7HTYi;{9_hA9N;Z z#XtPy<5)P(A1-%NlFyIzQ@4gfSz1Gcd(5W5NHnF|t_M$+?R=yO4byUvXb0bu3)aKe zEs81k0NjWL`^Rto#_hMOI$%8{4UPoAZZ^pz!vwm!@SCDbFn3QI7wcq3I7HPB zyJ;<>iCvfVgBR^u`azYJ`v8ZVWC}S)B#{#e!w$gB0pY~cF~nT@RMK0K7218O#>YqJ zTc806{k66SN!9HeGLWEo!gsOjsSBe< z2&vDSn=Dsw?--(r0&(xRJa^|B$Nuq1cOami#D`m$9hXzPLwX08GGwXJ^h!9^jl%G| z+cks2aW?zM{?-ds{2j9V=lvmAEjeN+;HEfJ3l9DM*wTpl7s9=lY}8I_at81BC;OGi zbTI@2Xlg7(-M6jj=etir19IR#U|lD0e7CMjI2ypRu32aj8CfmGp=K>+@sJ@KT(>pH z=EC=bJ7ieZ`*fmqPMTSx|Ft*C?Z^$|%A>vxaWn?Xc@|rF)yA1zaStY~+@0ctwc#b< ziwBkBFZ{?dk^did`BWS3zbyL1x6+4sbxypl&YpyX7j> z)2&5rtWwVoo-vBsz_n=`uB|~d8X>SQH?f%KA05V%vL_5&8-=CLGQO+l;X}Y}_2+l# z;vP_e-1y`;35#R+++VkrttX8YopO2B()9T%_h;&-h{PeaZ`ZqFO3`*a9c7IFgnYbG z_`u-hmJK#(kwQ&e^<%cZSkLR_A}|DkG0$pnk8>cdi!hrqI?VO&7coRXulAXzImvL} zQ>4JJH@YgP!G7@P==gXr%8VptQCKb4a)(-U6n#eDK5GZW@xr*nqE+xswvTJTTx_NFc=DO&Kk2AkI1ZZFQwqCc1 zH0m04!*=afOXWn`Ky% z5l-kCR4O$;T175>&)3T$d98l?9PihIuXq2P;n!X;%WU#~1iQfyXGf{rM7AE1E9X!< zCqV7)HYz$nry`aqBx$|F%od^TeQ1tQR8|&yQ3&Sg_NJ;j+q~|^Gpe4g_`O((<}P<- z=GYiQsxYFop!#336%e-C5dUufEWLemA_rV~AA5c%;{6n;s?vU3Z%VT<*o~Jweou8YWSW)qFQ8=87rUvG}WKD#!E%PRC^>YM(hJFL!doVm90c2K!jrs%QVT;4n@DZ^;l15H$5 zJ%(bQTZ;-=M+VoNxLqy|GpSpY_MX(0NpiSRL5VZPLPi816AivS)*j#0rCF`xV(CsC zme7<{nnaA89d)+kN#^ z;aGq*OtHS_y|N!Kl+5iE1oqxFuynyz!VU#2XN^?1vprds(15jIAZm7ExQ4 zHI_gGt}1u8T~`{TKn*F>uX$56R#wvXz|Mwy){xy!{6!zTeOPovX zA6a+dH~c@c{IY;8iJvh-?D<|SNAD1DGUcj=6=_M3w>1k`XY<|v(MTnn7{XQQ5%vy%+pvLK+MHq~u zooKFD+F@#bfTjGhxb*QWCEUl{m*nbmSMs0c3xBYhfv7O|63nZ|>ocx6XJ~!I{8=nq z0?4I{_uX^~v@Zvxi6tRoMGb~v$a#p6|4l&k<~;wSxqz9|whdFA*W039Kun$H_%_l; zrFj#VA<@^3SW%(Ts;bjhZ?bWeouS;P=jKwSwWTV71oVcz%~CGS%l+4Sc`tL!;nx4w z+bk>H3jKQkqVKFX%D|(NomO-9Dib_3_GkT3?iL0y%qW-ZgAj zGKx{YniqXg^*M>Ju*=^IM}3Dk%Er7z_tGbu(AI3AnY3r!3wNa$`?6PkK)rtf7Qwe} z23oJ{-0((YTxL#YSRJ$acrP-@!krChzNcd{%>D_kk%jtvmec%z zJK$ZL)ia#3S^(hvdFt)A&58Qw>dEqp-oqc4DH{@s|0WXR%3#HEa%dvF*=Zq{F70+v zWTxw+R}_0i@qFv+D@~`a3vEUxgkZPqx;$rjLSdoq>W*{-&91Ks!8@f|RfG2LlC=n> zc*rMejU@UZUMv|_0~Co{LOStZcGh;LY3x<+5?v1p=#;O+3MWluw~< zO)uBuar%_HFUEKso0>EDh;bxyy4ST@dE}eR3dI_%Y2^{t!xjG^4rap7!9*F~iEv1F z_HW%Vxv~U|Ec+WyL66OeVNV=$pJ$6Y-zz-eS%z8{nRg;#9wm-cPv%>XOHsI=(~X|@ z^3^}S(N6&u8Qv{MfH6cxn@+~&96@Qscy@mXA(=^O&QvKd%uq$E^)jyQ?F}}e7x7+R zHn*~HYKOg!_f8W0icdGIgF(aa^w8;phbF@#ZDDmLQdR9L`#n*sRFhVB6d6&m)dOrL znr)y|vrp3!yNH}&+WDX=y^*fU4q)yHD@T=mF$&d#S+Un;8npzHrj zW>3@uJ3`pmO@9@y1)!?gCuPR(OhjjUP)!tbeD5bB_EFI=iPeRraD2yC7KZTuefe^j zUV>U=Th-ihA--DL$v7~K`lCd7LN9(YPtnKY=-*QKv-?@dab*FJOeGSAc6dZZ#{IVJ zL=5AnXJ(-PqXjQel|W{4B6Wd0dKIx$9b*IOx@e&J^@tkY6XRQEHO#u4=#pb`jL6%+ z0f6!avfj5mXvgx|8|!;Ec&JaIODq+nc&hw&{A1_mv1D&-5d0k8o4J8INv0`@6pz*;=XnL;hg+s|YeWn8zQL4cL-<9TJmAD@wa5M(CA+ z2j+q2*n1^x@`qI_%$C!>HiagtG&08B%5AZVYa=SXU4=Jx74@%8nlPP9QmkkvhyArx zw>=5*iJ{mdD+`mOtnS^6mF;bEjCvPR5(jS!SERrU_gHW%Tv3)c1oYK_$`RU$YDKxk zb=6k2OXbOCUt#_a0zb-`4hNjVT{CbUZLSFZ5PVegd75!ATg!v+v-#b0a+zch8;}!4 zvy9Eeg3kM1hx)==A^EVJ3hfuRnpn|(d+m349Qwdtof&dml)L<`TTwk^gFcUMiFz(w zb(j@Gi6_OKxuVC*PF2T$V9`Bciv6h+$t@UAT7^yYc#KLKT-NA(DT`^H4@1ECwg(>j`NvKzfa<$3Jtjc)D3kxkI)3+cQG)=_cHJ# zFjbpq_cbpFCNIxcc!|&`n`qy^IuzcQ!1y}64_{GCtrDo+bIJr6#m!y1ZS>x@y7OoBI7d@g|9Wci9lyKuc7KPRuRjp4!24%z)Nc)z8!>)) zqB@U_m}4I!F|E|J#7bvVUx1ZetB^S?UVqx41Ly$+Dxb4oH! zi+(OUB)}CqqWoZ20*zLc`q+GmY_e5YZbW$6rqsSf?5frM*8g5#xmpgl*4jL&yLKop z05-iK%@TdP%P&+IkgQ|M;~hq&2n|QnmZloL;Ss^Cx$) z$A1<7IiRoDrk^%{c8?H8hf)Nk-T{X{=K%j%j!{c6_CNpdfE^tY80|$HG1kg%9i5#qQTyWjCqgDVn_d ztgP?=1{uCy#v0FD1~O-caN3>68CW4Hm1segr#W50dIxdtGU6TPX(a|mh|BHmeES_u z2VeV!4!!L5$@2qo$35O=MZ@BS|3+C3pn|rL(kofWv^79pux@oi2@}_VttQMRQ#SQ# zW&OKXs(t(QAi`AUo!c@AyquZ74lB-MO;Z>OF{vIwP+R_XEIvr3#8zVF)Vi&k(Ka%T zU*-LYugG6>^w1Jppm@j(e?_1e5+J6u0%0@^P0sj+yl3tz%(HRlrEFpd`{*U0Sw0pX)BgN zB{b$hIvWdX{%|)^8Od@;WGLr(L`in;CvP$~VQ7>d2(~hf zjRRAvs>a&HO7ka!?BV`VEM=wz)8*RhO|f8K-+v8_!sgGGc|6wfdw()?{?@~_TBfg1 z28+;05xX2ZtJRPuri@04YnT*|8jd@)Bh1V$K+K{Q zO6O$9zwM|mhSH{oS!-;q(GXoR#s!5m{=%{pkob()`5iXL+jy#Ve!Cpwg8ZTA| zIJS5d;tPf?u{IPDuAa(u8Hb{rgaOR*cDJOs5d}g!J?xq%_co{DIjVzi2hto3-=8eN z6#*9XQGf5@?AFwedYX$a!3dsqdy#h&G$S!mS0j{VSKgVSD|w zTJ-RI9E{WDf<+~Z?vrIsU?Q}K^+yVhHAtC#j=k$kJ? zFsgb&j`1(cv%a7qf|4}9?79CiT|T7+yjzUcUB>%My;uF@d8y`*gIfaRjZOi)|;-wu)M;>-^hI zivx#FB7c{{#NQrGB0Heh`m$vpAHmD2P)+5vAkmkBOyApGx=`Y*CXDf=<>>JCcn7>8 zg7e$O%d9P)6^98D9yXdn3#TxK8jb=Xz03_qjI(yv0W04=4DygOciQ8TJcZ&g)bx&z-M9R<8E0 zoip^?{MtsWcJa*)ge6>*4gw~ZxwIM-Tn1UF`<&7h-(R*27>#vwPxNYX2DG(bxK~5K z3gJvT(93WvcAG7O)8T4O>DiGoXJRH$Qn?ZtKa(NSkucbl9#8~j6RW&1rA$hrsEDd! z(Kl|qsjdf4C@FlD(iYhVT-cpLNN{;3Mu^`=I`ev_qg!~l4vuFMq!RE~_`iV|V$5wN zB&)42=nj-sPA6XrEaaBzXQ#HuDRPnbp_|%S!z#Y!R}q(RUbI_ASgpIOe`U zy_i9l@{nTrbV zx|H%T3O}P?ix}wlsKl6EhA7OgUwY-}hr%eHvQ;e3%T58wKiXt;nY#w+EtpO&^GH&D zIdBvd^7JH+*P!Qe3+Gzl3;wfB2PR{xPn{pn?;qb*@|lJr&Jt-X6So+@TN<*obU`+3 zsy{fTN)EHqh{DuN(RL*l%Fuq3CpVhhxw#^hvTC`Dj0Q(R(_iE*#q7ONT$cyOeNy2s zPD{lt6p%_ZAhvcjq_iAO&EuplV!5nR8UD>csBQAJwJl)&%;{?5*ipkjQ2~D1fTxa? zD3;?h{l&I3osHy&R?Gbcqp=306qcI#B88ELmT_}}qs(JxS5jvZP#Mei%oCtKAA@({ zEkln;IgRKbC@!b;nJq;(R=OeaYD3$A4Vs8eO=pgSZ`r)ZKK*(8tC((0xSPH2_xuN{ zQ2R{ZKrZ{om%lPgs)lgg<7eAQ=m7>_I5m36a0mM%T#0^I1`$OS%-p(v`}{SN+dWGN z?5zW%M)ZlNL8(QUQTA#R@X-X7-I)wbcFb)rgR8(28EaMifHlpR=`G!Y7jJ&P7Jb`t zIccyC5UV#;6|T&>?{x=ba@?aOvEI~(liZqmGwmCut6Zz|u9|7%(%x^``JFAD>$&;k z+FD+2zdqfnX(}d58uN|(^2gG6{+bNFg?R_#G5|!pf-G-PVQPFYwE5M*%5-%1isG*q z^bIiYyf4GNOc>9u#mjyv@0!!l0=q;l-~oPh6!eL)Qq?FKkJj7f&usGEbt(p!8Y9eP z8od0t{(PQ*!<%C`u|8Vb84PJ0kxKI3s|6i>y9(iAa$%{stZaKmI&DUXoun4Mb%eT> z4GnN@PXv3U&#p*dzERU|LsKa;>&Mm zr~yFhQKHjS!fpG~^p@@0lKR^}|4}~Qehf{XzkOyq*zJQz2CHd){PI?ETo)Z`nKh*` zBf$!;w9Rz73$|X?Xvg$1vg%KaQ?$3lsYE!Iv+Dn7S_+kPc8+th&iv9{OY;1h!9cE;Gmm(UFm1f`yOTT-?RPmGz|2#%Q`%}r#cPXP zb4Qr}0qno*WvW&0kNCjane3*?hDzP!WLx~w*EV@GO}EJ|ulcY^?zuEmhpDmR&`PIc zuCIh6Eve@F&;H2~R&rjDZAzyLK`yy%7n=FhVH-QP!l`MKp83Daq*|Qdqa1Q%82WaL z0~g)1Mz{>j^~$7KaEC~BS4(@6>#~UB)JyKEy)DbAiHhVPcZXg49gS%sF)%InXD7NT9Za}TzMA5$k@?vg7wpaKrhjceY=1{(4mSW+5RiNjl6v~0 z$3Pz*R-Dv+hWV`SS|4u6ni}En0E@ByO{b;9mXYw=XiHvNmxr?b?_v(=@2M*rOxhcj z)Jh)Eon#cTM+MW@m+wK%drV$v4fTx-_tYd(~S*Fkf7e zOEvg)W0D70awGa5YRl-t^1clZC<$@<`McsainvJ&9uvO?Xic|LRABrtO&#ErGzwBv zcb}c&@Z8L$Fb{(LH|jc72{i-8vrKH=vNXjE`G{qVP8$kvl?NWk88cREjRl*_1IGu) zt{17|NpYNcRd`zbKil@4vXRNP6UjU{bAOz%I)-*S4I%(t2DN;KYgch`Kb)A%C=GDj zxq?Ht1vr(kD)KlplgK1b*e0sqYX~2CGCl^1B+(jQ+;SkgewOceavIa|hoMm|Ijd1( zuf-=XOY!I83RNT}d*>GV3Zz7f9D~2-pEgM^=O zGQ}kLpf-_hh!z$z#E)`@KwnXjzPNq%t`$QnG@zWjMi8t^%)Umprsa^F_FP}fWw}+O zQC_VXu@S}2+s_Pi!WqN%#EU;rvQW#`6lB}Xf3pYze3AP&*>TDItlFi8L~!m-8oFlE6G7+pH2N#v367WNGu4L=eB%BA8;%;`EV77Eqnlk~ zjn`l6B2ePGrtR*$WiNltsWyv|HTZU0j{G(CGu4Ug)+CyP zlgzoXQ%4eawH^dWs1!jltdvsoZ)kkN5W%rl{1|-la=9~SvAL|OR{7-N=pNhKA>Cqr z*01=F{X&QxP}pQ~tJbGtLu*Glgdxuk$UhGpz_2iX97p~v{g>sWOksK@LMVf%?YaRV zy^gK^Z#enw%Gi|%^m1ibAz0Rv63sDfs|nLn8FcXLDRaO7bZWI6ogjiXD|Ki)-_x#g zG=m6XAM;LuF~u4wPX1;1>&?Q_R#u;k3~8&0`A&^(U0~_~^xdpLFz1j><9=}@6eII! z>X3Fi|8ft7TGG@NhPIJE=i)dFZ@r?oZFE9Y*d zSgOLkKN0J3%5y#(GamFvCEZgMDSxa3UZ5tP4#6gD^+iOqyo&gU&Ckq_Nf-^kpmgKP zGQXiEfox3sL5QxB{Ur-Bk6{L|f^20iI!CxvsynB_nQK+qw9$&eJM=!Gjq(FXAyJZa zV)Po8ddYIjQGa8p^lC^~^Rc)>VJPQs%vpV;7r0AsKNKYLp3TB`d|7o}q33n;N}R@0 zXcfQlqKa{b3mLmb=KtpBE+x28ed)VRmDw?8lGI?@Yuzzv2Cp~1IPMQvU6GB9^^DT` zc$j!O-1-eOs%{=$Qo4~yqqSP>RT)cVqlF&k%^K<1ytml!0f*Tl;E%a0Da za-pv3#&K;T!nZh4)LEOzYBo28)W3BiSu=-7zfIE^C5(L zqzNz3d7%OqaBiQU(4TE0z)nNK2`Q)OV30d4bnC9>@jhljzk#E%mZTDA>=3z!DV=(` z?+{;fv-rUT{RLj#O$XojiPZ1t>1V~57Y7gggCZNRzO^eOjkz-M7GXGZLnaiec>+eK z5KlXxzsjBfM;se*T`m4iTC0yy8|v!m7^g;iP9)ZOo+;AUgyfBiKlLqngft4?vGJ0b zd?cXwyLU~kSm#8#E%ts1K(S0|3U=ldjjK+Y|Lh?eyG2jRBU=kBwxP0PgUit$qXx>N z@r$LOn{jfYiF|SYVZ*DQgX6fmYpGc%K8Ln%;+Ja|e03>&bLMbdQ)}L4g^3S7n#pV0 zQEv&RSxYYKAXs-RszO_7iK0&Bo93yJX^DQCX)U#ykDS|kO=VwrKIRHZ)g3|Db21hF zplVP21dViBsnjPJ3S&xdbRO4$9(b&r6rovd8 zC$xRKw6*S^&z9N6=_G+n>=!tgu6#ki5l7{-0I_B@Z6;!(_sh8{qZ}|uh#T1RfCZhF zdQ)xKR?DACD^{c81bTJ8Mr6QddvLVc{X#p>S6H?koL0S z?gAKnrrsl8aTBKVu9?4_Gi{idhhYCqx4Y0gdvMVsDLv*i z+ON!safSScw|1Ps)h>YL>2`K>czztusk1TSq;wqs8|Xaag!?!*NECcS!Qu#^suy9X ze;~g{3*`dtOc7=Lvm&BLDd%kZY-Lbym}7LB%KB=F=04Tu7IFNfJc8|mnuT$z`pQIg zezM~rNHzR16TK+pR^Nai*-(`l3hvW%HfT~EMeRSzpIU7y8?KGBMYZ>0BYhF~ z^Ww>tgz!CTL^bdUAxUSk#Psfz46$te?UV<1Ms(`M!ptA1eVJ22$aQq7An!raMDY2k z!$%mu*wDjmuD(s_TV8)Ay9lmP1Ku_ap0{cZcAQ3-R#sb7E)9yh4BAjA?usAzCieJT z2`TTSsCmg@T{KXCHrUjMDSZj5H?NfFk{WlLv{~)ef(w4&(mg8ficqCB?Pu_t?VP$z z4ns~EcG6)*p!C6mOeHviViaJ_hjF&subNGa4sf5j;&G_G^?P#Q{(u>sUM!=pUpsUw zZ$ZXJOeJ3!A$L}1Nc1{!VUi9gQ3T^#8m0YzE+BHCneXG@TF4Vj8k-oemGYKtmrh zC%z)w3FM)1Y~AdnQDPKeFNw=hUm4T!=$F(#yGd)!d|c+-YuN3JdKZ?zE`097BG1Q* zfHxmdnSqdEe|05U0KhiI*wlE`drDmJ^sm# z%17VY&%zf?Vy;6molfRT?ldCr<>vS1(a(CDq3)6L*n=|?;hq}6=eyC`9c|mF0f!q>? zz&Up=2k!fApxINY$h4J=_$WC@#VP@9Cw&%IBy5b=SXDF3%^>!sY#B4K{w4=nbm35uah5vgwqg z9|w8C3jesIKgY3tsJNn{lKQA$ePalx+|yMJesWyplMKP55tzzWY%08d=`J_rSYH1k zqRbdQ6z#$|a&fGhy;}Cs2iJ|O<^Lk;kzd;kaN?deh1->HMRswLwMsWjF7T2+FDc3? z(UQ6xnDN5AXy-p#NV&W$i}?@I^>0cOuoKSFxVpDg0$4lG12(sy1`huK@Z+0ejD{`< zj!X);G+leDf92OXJSlso0JG+u)jn#Lf4*uGw(h=EU#mBp)$EM$q`W#o{mUBFN+mXI zz__Tq9Y{hEsDrVDC*3x1upzLW|J1SdKQ2&1jvgN&R*fjL&&fVU8+)13$d{(y{FH|_ z6|JCn3Gw}mn$ae0Hl14EpGWaAG&=6bKH0C66aOZk7H7(0hd9bk6oE+6rW#1)>c9%tNzR!_2Mb#d>p9&{$vRlVIsJa^l_5n%uU- zB7f3veYuVLFtcYDEN)iW;PHASk}$-YaT1f2c%|DUEn>`A+FB5l!s$I&fVvgz zFAKH(%+u_PrYfmsP6R;UhZ3w2_fNxAo?@x_UTk%}_lKr`8w;ay^?4RD^X!y)5T=`D zwjP_2WvQV5^L$6|&&Fw?v(OIls0ybdzU_~?jS7Q#+VBr)XC|;}M{)WRKE~5#EsNW8 zQcKIBXvJaR6M4BwE-3AH+|L}}%@Tpw;(^h}e58D&f@SLiOM(Qs(!eg&On&&>)}aHV z*D%xiVy;EmPtcT#05rf#qr`i;)rQ-~(mAtZ!fn8TodE%vI|O`#mT?!Wd@Mf)$3a#h zt7VayvJv7vt&TvGeZlnYF_9k4*X?tS`&X>&CFUpfqsf~DFWmj4RWP^Gn%pZ!vOxxsG zJoU1=B+7pB%j|~jt17~*q$GNB>y~4CoOQPil6UNN@VKUbDbW!D)D~$0z#9U3vV8CD zb(cTe4IU|mw__#FsOGZEwVT}YJMHl`YB*>ia<?tHO@T8&OGc(U*s9j7K`dEEpbiZ(H*n2z>{75hI75p@XR}*MlaRpY zXL4wrMK;;ItuM{BleqPqhGTmTRa-q}=w^bz{Zk=3GNI=R#UT?uI1^VGJ%1?b4BCmq zj6G}GRfQagth^-@B->(Zz*Ht<^Blkbt!=jbCTppJFq@7L@3q$O9tvA?GOf=$Tv(G-y*#v-bxsQkl-W3s-YfTVP0K@=S@f zI$k!GV)^OeeqMSuc{s$4(6&iwKGQ+H4I&DkP z4TPYkKT&LiL?2i7)wIJA_-b)&lv*E#13!)3mRO%Z6j(7Z$2;A8m3JHu(107s zpecphi_39R2hD09ck!4?Du)c#>_5@Tr6w0IT-Zwo~6Wa)pqSH#w(``yn=gH?{x`$ z3Bby`f88*unEJMiIH+u&k(RCq%^yc4`7(AhfoHprIeBrNB=5Eu-FzG)NiA3D4+#6* z+0A>3eJHBvNaa-ZH=D2QD+bnQCWMBI!CbI(zdnyyJ%aAwzh#QC*x3JVKt@=~tcuh0 zkZ#E~sPd|m_{hckhnKU=nUj76wQ!tTItRoOmx`(pTQ`pWZOB{?g-M_U`pFVz$=R=c zQG_|PR%G#^?D_X)+|C%r1c-&oG143YrfJgrD58F(--hn~}ZZT;%(0_neB+wl} zU&}|G9)2Gfw-I62elro4mkPdR;&~c-w(|@;=Snj=jq_R=En109e8E)haCBL;`3{Wp zq_LO?&z0iU9gM|q^*5{cwtmMUG~VntQ()DtA0kL}o6MI5Ku&EuRHA)i^2gVny&lh( z2B&7%StZ7NlThGj6~nkGeR}!fjmME4>_XlsUcu>W_cZ$XEg#eGE{!>nEpZ6jZ$&Gi z<_Vo;@R;$tG6Mo+1#(?W7-Y-oY3Mg?`@Akz(O2|2@WfBnk~t{f=!t_8Zh7%Qrrwgu ze(J@e(=r%UkL6prEI6d3c>-gY_v%g5Y5~ZufljBfvC_RkixCx%;o;zmnbDGz!D`>7 zPh)*x8ii>&AC!z|7|V8B6P`3B7Hp#rDzyR*SGXw$bLmeRpe#4FL%Gd=f5KjYI-uhH zE9K1B-^Q%t)ZIdIPZl1HZnmvkeylVRJv5rSRFP=|;<4t6d(`ncoe?8{U zo{b2&xv?sg}8>Nh$|_Z?Te_Y{oPCj*KnSM4uJ5MQV?|gV0fKYtW2&akR~; zb3vu{GMpa{fAH5sRN??s?PKBFoXOmc0TJw+#pyAP%~?gbEoqI8_S>^xsxMYGNIg?0 zA60FU#ZgPS9Z&nE^gC*7<_T-POCzHH*So|~Bj z^leWi%Lx%b${pzomS`W<8bz4-a)$RKe*?b-jv6BQjOym!~|G5iW|V)3lidn z)i4i()`3440XJ>ufnqTaPKvct{w3g?!}%M}{t(q&`pPQ{pm>dd5?(=SJxx!`Kq)tJ!S zUTL5BN)DzUOeuHv>_sY=-nDHe{w>~IXg~xqeAQ3miIz7EbPa0Rvv9@D5CQaKapHKPK)0r8P?2< zmg z)Ss%Zcr6HLs{p9AQL0rVe#|19#D0aXlE`m^!8o=7)``mrCgImQ5Ai47)e7?f8*c^_^liRmV$88%0HPDUy z;bjQWZpz!RpmP9p`Ee$}N0gCW(#)A|h8YzUE&eCvG3`6?1q99*DLdFWD#9I(QBu|W za=jlwe@$`GzqqbWcYu{*XuP1T3r^#6dBPH~yrLu}5Dr<`x6&B3`wg)5!AP6z2MkV& zX0@rcqWFmvjI8?#72dbjRl$HC8{c?e$MAQ8jBLs|kE3GzERLyShD*ki;c8SfzKRu;cfD>794o)FBL%`XpKP|nZI6cPG zND4(|hCv8j7qsf@E4e2KT#IYqy+P{w-UZP9=z3;+;3HQaW9Qp#VQbKeiGb!5oq49$ zr0NY9rlTWSruL1;5+!|S2s}hx99~O;dvKc_JDTt2kc-xrk1{vmB_fWo1Ha|BNmN}S zv6IH2M>f(E3t(9xD`qZ>6C<7jDw8@N_mjW8p_7u0>R=VLQgaRZ^LEfkEe)FIsm z94OyiT)wK5j0fIL{^%=YWRO)GueM>a3N<;q%%J(9Cgx*6TF61vM&6y*RNFE&0rF{y zF6p-(bQ3iFhd4H&-ZN8eXGz_VqI|N-^6*$uONn5=9wjsEQkF1`?P!HDR}YAXe{d3- zcO~c5r&8w0hKLrqai&zZB}lv^a9bVM!MU!6gt6Bm%v`Sab%uGdFu+%9RQr^iH%ld+ zcpkE^T{(D}A+MVoa0ANXU0Gi8$M)Sdy*+B%%|tboE{;v7&VP-j~Cyave$I$n`SWU3f$7X(I)UwB9DpoEhUc(Ol}xr=RtDP z5oh=go@$ZT(C#ZXJ^s<84hyZfEzG;gIPu-CHxEC@GWIopx=rU}7Q!11%x0afdB#wz ziTk}1y29wLT?GHehpE?Tdc3$x_K(TSJPCUsHgBtC6hvsGA02S_E|Ef{DHh?nvZgj- zN2kmpP-|I}f&teK#xIbj;s5e>pjw<|ZuEN{+t|{OP=bA5`&(%^Wh`*Hv1Lf~=A(`F zuJ9&-*?^8c&9PKNV$6HXlx4+S#HP3QH+JkQCas>K^t`$B6DbjyB<&8SO300_y32V~ zixJ;CJuJ=D2C&shZa6H1pfo!l_%e8G(ECe$>5C2CSRK{UPeo-@oqTk;oZ@dT9HYN9 zc4{7m*X)1XNi+QuR}aZre>w!W629^wZuRL=F-39XAeA%fSk4aD)T01G6sh^y6aCUP0m8<2*G1a9#C<3Y0-^|0mAkO_;80dyIB&;e_{*sVs!qlu5 zYqt8DaZQe#{`tvdQwF=dIDhC*fDaPfYfZhMvH!q8-%~Mn^K&d_W4LSZ9s8s}%Me`Bh>UGApl{F1DgQ#iA1 z77%cNlb1$yh&$Ac-Otpi7_X?pTp;5+<+{s`5%Nq``y3#d@m?~0(x62ceG;b}=7{3l zL|Lp{ke2Go zu12$|f8>`LOuXd~xT=-knfC}0`0Px}WVFnmACkN=WHvfKb-xNASn+9it1{Ll^S^)U>yKJp}UinIbrD2VCCmHP`xw8J|+`bjsTNEDPdy}Dxx zX=JVQWFL_?b@;Djg-tI=N1@|=7`ypD(j>`B`f)?c7<_QBBKC6%zgvVhsXSyt8!?D@ zv1-baowE?QJvMH^u#vw8xH`iXC$6?3!rh`Kz{|xfSAk@~Empe!9ZQHpazqiYW-UUz^2%r}DjP$Z=gp5>%Jyp-Czq zUoW_brJ7}`$3NVMU+|P&R+!Xs*@oJm1v;QR%rTazHcP}Eo?rv@Bs3js0ns3EBhBTZ zONZ~NaNINuTZQfas5%GlI^w?Dw_$@OY0}uX?FNl)+qTiTv8~3*iETGFPHgkUZjyWQ zJojDiy??;0(QjtW?C;*6ZQ`6@!b-?efn)nGr@T%$SACcZO;g3`Y=71sg1uDsvS0b> zTA&u`roBt5Y3JAJhae`$f;|q3mXz4bJj-DMrvS9e?UPM@M(*3Gb#jph*eq7COZHw6 zac~~Qe@68MmxS%v^zzpjv*9)Cyy_N^jJlrsK4} zQMJNG&(yh!*u)Ayxq77e*f5?G8fNZ}p*5y@1m~O>MY^6&L+6KLH7f3uJ{MYLVjDQ9 zYO{p#CyMww_aolEEy{o3F+`g(KU`4It8Ee)s%(N)Oav14hz`7BkkY+mr?Yd(8fUGX zgsRKq#lshW|KKiCM8Cexu;Vb+Z2UK~^F$2W@}=2m&mB);k%z71EjbZQ@15U)7u@C7 zRUGWn35rJ)GVVS?y!tBoCth7n3Z(y27|A{8zQI$G^wXo6-$I&sLB>=;4}|@!UE(Hh z@;5TX7_w%*vk0ivCJi)wSubb&PrE_9N@iWT+DS(k<>OR`C-0zcr-))|;JGc5-2z49 z@km6WVYYFwk1mIQ7`QL;MO{CKv=aOP6>K)nD1ki6$O*;_P0N3Hy6yuC6zQV^Caq@1j?|tys}n2zW3vVPBNc*F+x@e)Tvf8T-}}ru7l<$s5q3$@5u>&ja4H*Ua!9)SI3p-taB(8}vc>jgID$j3 z-2uRom_oflWD-n&rDy!77RjJQRjP@1vv6*UdItQZNH#RvQO9hoTAS`rup48!G`oPI zX1eOuJ0HPBp-AxqHTv|D=qMW#xl6qGVeowlIj#D~Ls7;@fY^N9R$&fYr9*RTr>QTqW3VO?zC)GopJx~LQJyyp><_vIr(sByDN&7J{iG_Ms- z>tj@old2_Euo7nQD(PB(Fb*8fs~7qQsw*Fn{dW*BLGUWwu5++ddi~i&09GaJkaD2+ z`aY(0DlY{?<`hbnE`wNWwHZ{%LVA!ay}H~cspFbXIYlP71oY;bWbf)*K+1ih{ja5{ z-eY5?n@r@B5~tgKvW~M3d9KsCEUOR~yv@a^^&t99k6-4|UvIjR5c~Yx&vw%tLEF`% zPvE$--}i}-cDEd;?aAU_vKFGf$p`$y^dqGqBUZNI0W5}-1JaozhH0BcTy2B4xZ521 z0X3cm0!)Ia2QUU}J8IE#bI$HScB1_h$(~jr;qSX^*ln%LW|2B*G)-3ox`+HMEeLvP zBFwvG;;e*egsTWH+LGj;vOO()9#7kt>*0yHMU$YTzQ@o-L>}t8fd)}@u@xg}*!A6D z8dx4fqbYsZUL?_-wS?rizhlT@ zhSXE`G$$av=53Up>U&}+!hE9X<|@JjPhmKh!?-KMq1!o47TT1_XDFJQ4Pi4sv6h0G zaM|T*-C-OG7~k&?&Ixn{nB!2kK9JqH*Szv`;3$6qs2QNw896DSRbY}*BOMevtkUP> z47rUG+m(j1c0#_irn_aLeUfbFBnP~@i?LbMXX(42`N*AZ^XXEv0t0hrf&GX{rQ|%sN0&LU$>ofTi94vvEKut**Ag6oVmW=okT>=0^~psJF{vCj=4+7I zsE6B$Sga?q<*L-|pms}3(bk^@>=OD%8-=6X5hMj%*Wbkma&q;s!kgI`&Y~rUsKh{7 zq@B(^+yrD`d5jnrBPXvrop@u_CtR70xkb`&uOos~-f(aG=_+Kh@oCiYf_3InpaEep zpCO~N*H~?!i{fnhWL);^rdX`}(UG2Ww|K;1g??4({iDRvBp96$b^vSU!E-JIt#`>` zK!$=s*ILZMJXX87cakm35}iLkxFwk;AJ5(4)FzH3Io7i^<~ojNKKb+r9(RPzB0kAZ z)GySnTS!l3v-f(3!sVb!n9)6((Id#+701|XT_a)gE|6KgaZtQbW$*S}SAcFxn(qY_ zWr4V^hPidWrIni|p*h%k13<-UyF_gxEE}_feSxtIpfT-$_1J7kuR8Xq~ug+4zc0?G0t!`qvez&!oFK<9-DBrOXcmY zIn>*N$i_&Ve^@%JYd^IT5nge(=*jUEnC3}`l>{F!5KFGNJcvtOi- zwitVng;RTHP&{>TY~f0IaBq6=ZxaR={VJM}Uk?2dvBJ?B*GZ^?srR-!k!9so1!TLx z-Lg?d=O13oYv7k_UQWd@T1>ohBxv70M%-2kHbs2&%=O=1c+6$($SUu46#ZVnaclhA z+id-f!%f?0vY@wJE}BhxQ{(5dWQEB)2sfu&w`pgdR<2tP|K|N{cX!JtGZVmLnp;!N z+>&8o010!u52e+~EaFVd1U0Jlm5QO?Pti0%R;TKF?K}HqUTbZfKGFBbK#Fd=ka5OC z&OZz#^_zLm<`?ssO)9%aj_j)Pd*^=yjo#BGaBX9EomJgoOqnDhHZDkqEtz^?PUq*kIAASj|z0QDp_l9kyW#Gs8I8SU$!j=<3c4l zOVugGXIMs_0S5Z$lncgr*rON!74_Aia$!|T27;pc?>AkVr_bb2ef4pGb zjjl^;9TfC+rbs2+j{CYz-_}gH#)Q?b4p@6GsnJQ8aJu5_YR}f67{A#0hoeR}6-c$- zDrbDG@%L1wcDD6a-sJL^-|R~F^P2T`u||jMQ3zm@X@bqK-BcoL43he*b*9v0hKy?A z(HVc&xn1z#g8dG~UXl~qd4bB28;|fp5bJnx+6mMc#MQ@Z-hI5`#;si5vM9HDI%EIP zS`CSX^zHq$Q=g-8&GV~!39r07_=L_yZkjP=P>nH)47`bBkgnWy$2|(A<2nAs_AACWe^&68#+0dcY2t1b zg-NsMqveIdW|ZGZH4n|q=KoD9srM>B?L+SHlVs69{_jUwIU(RZa$|Kg{HkQ^`@aa~ z%4m4oSqq0>sZ(E^j9(&39u{~l-nl0MZ@-5l*EVPIg8lQKJo-Ky6Z(W0%11h- zCge9Arb$T6URD%|jX)|)_VLLimmf>yGpM^D6ieCpQ~lhYPW=#7@)e|paJcjG*H2`J z&v;zD7u~0z-*b#BrcUUf-N^aWOF6UFK)!o5azBY$}bHGY?3xvXRb4TB@Ah zwH-Fl_0N@q|5+{hB7#0P-XssN6&2A#^eGiao6A{Kf}JSpQ?=6#aHYw@H9aFOl&~eY zhr9q)zmUHpWxX3G@BepEEP80GjHTEKqZu)URPsQD#@1XZUUf2( zQrSa2)~gIT=G#&N=I6&3O0y;Bn=>=8hxQMDYAN9a8dAwjH7xswNDPSDS`g1CnBDp% zu6Jw&IBMh}UUli(AG%M^xK~mdhMB!}#XOO6k-?|;?qf~Y)PTrw`2DMwce*6nub7x$ zL0-8^=C{%_~-{CEyRaq)eO&jootZg zT`u+6N2dHj$`$w-&`_%?sa%Z9p>nwdQAUIDl(UeJV(p>{wAz2{2A-o@%pLMR&yi-cH%Q&q)~`_DhFfjs3CdV$aDOJ*BuaqbWGE9P1MmbeMB!52iwb#D?EpB+ibQPt!^0RJVBR0 zv)9JhUiR4!do367QgzbQJ?vyifxkH1BGEG2X7rjqPEil(D~Rr_F?zHWWx*oqr|BLC z5qA7rw#NpW#yv}mAokWbBf)KO)d%aJP$Y~rU{WKGNuZ%7G9MLiq5)2+#M@kMt|INl zjBAZ1uD4FLQ>m4De%H61Z{8&n?Av3sH|J$@TiW?g?N=T{HkW)AK71y(D;?)TEYsx? zS17+kWLEoPfd7-LBR-!UE<-j#YG&xDUe4|62QksN!u6vF1FdwhIj0t5$#^y#dLXgq zs%gf;Ltd{i*+QJnY_YXcZabUC+V~eg$g9HDbJo7vE7>{ZU*5B38&3JWSp0nHh(F&PPFwJY$?!x2Afj zb72UDyd<%aC#!vk`?*yJs!4Hqvu2)3C@Z3L<=yL?L69qMUTjtS&=&bxGJyi6+XH0dIHlG zA55SW^nn;v`(zScyf;wv7}XTGJeNNqSKzgl#I9c5RP{oO5UN^V&7ywqrd|!MSoKYkTf0$H)vCKh=FiuPA?Re zy+S5FiYs67N=e(j`{V9qAQ#-Ob){Jb(QI52g}Q7&zn11~LV6im!|14Q8`f`2pV3Lm z)zj$y+ZyVZ@T5EJHM6Jjk{(@4I1^$MmG?uF7HUMbyi7SIc&JzOA}Yjs*{u4eN@3`y zS52+*Q=Q(-<@Dm6>h8DR|3n6x%(XPW4yLgzl(8-5DXeuKaCNy=Oe$3au@d06+GV9Q zW^?d2jX$s0_HSNHKiK2^$+`qb2ET=AB@q47V5_PThc0%vdDn7XY?#|9JuA6jsoCNPR!BEBw}kz1Hr!m zxM#LxTdlLX0-RUH*XavyzJhl&KZW4GYO_9(FW%k1fiVa#dQ_1iwjWv!7ioTD*H83a zxsx(ITEz0OU2JqC@8U~P?&U+kv*CVfO>v1DEeWUx*g-!)sxG_GSu28qsHOFzIks!S zQua%SU0>mftah^R|H^69R@iFaV~-nL84^28?5QEx=|B0lwpk7GLe8z)rY{O{x{jH$578nELLI~9j0nu?Wz4(ZW-;rT4)Yd;+b-`@tSbiI$`AJNshm$8XsUzSSU4${0)8D6|GZR z?%<|8_EO~=SiM`}8Pk9?FCU!YHKD4!Z-!&r35_TGM{F>`BHRj@Z(Y=CF5i~2JksVy zMq}U9X*D9|zVT^&iJy%XHnbza$cUTe^#%0X-OatOa+dv@ATAXJ%YG$HdsJ7CZQYeLD4P@ zK-D?XiYTJmDYYD|gNY4%+L(`Is8u3l3lkoc4%&0}akc1jm672O|6Yy2;Z7Vn!@ot- z9&Jj~mZG>z(k6Yw&kvNzJWVizL*TgZ^0bw*&(P;^6K%P&u#px7`+YA~_2QsV<0#t6 z@jYhbL<3!q`tR%HGLu#=m$9Armwz*DXYkA1I<6ud)H2#<7@CFEAtlv9o@S}zXIw}- zr!Dz1SqvAW^fai?MEhz|!~Ip1>Aeng3dM4oN-}P}|85<0d6ucQa-2%F)FlTHrmps( z1AlCHA_MA_s!yRADMEX;65RnLl5X9E@^55D+^ z7{&1SA~iS*gU{8`(`C@qU5a?sjb@w^h7`^CPhsB(vgB0;71NP3sk%@-!OmfAl_vApmh^N^ z!8^a-6~?o}$`d+3FqTV9l8Vk*|Lcn$>%!bcJ^A7)=1LwAEzRx^)i+5D?0p)HZu|Ks z#od%f=U(Z!W5RMV-Pe6-y{vDcsh5RYinJNGfjd@oDeRcjmO6B(v*D&C>Re%BDaq}_ zM90b5Bt$h;vEtJ27OEG+BiRUSQp?TYb;S;D#MV{1ZefN+P-Fkf_gJ;U-7Q~suPO;m z+P;sr1nzqL6Rm-Hb;OZiD9%{`V!Z*)MVu)~{#`QH5tG)GIt5Os8J@9afl@$L*43$} zcqJ2t7TqMPj5#0Icy)))+l0>*(b77Od8uv%D!+U^^^Sm3@`4O^l}@%cgU?EpGfv|Q z#Hl)YAq*IXL=buLRRG4i32<$$x*lw3jIbI)98^|*wZ<7g5ECm?gDsH;$j}qTghic; z?8s@Q9r(JFHut9V=MzjYxlF+MHO>TD z(9YVGcBv$qR*|_RA(ABlF{2}5*8&)wjM(+KP-9{eDPbj2@^e+?e?gLm_ z)*Hcv{$;Q0_{)aro?hr~dx8z%p6y*Y46Z@^CWuW2d&rBaL{0sc16-4>5uNU|r67*+ z6ISuUW1%#ao-5Q>SD0KIES>melce{LyOxd^L4D0qcgrV&@AX2?6B$c9n3Puc7W0$t!gu?1|h%FnC4`7@vC_Cab`Cg}Ah+8L#RrWu~51Aco(kLVP!L-2@B zt=4|#cuGIr4!!o>50J;+zboTsUFhIinmUG@(BoX4sw757$ZiGBun)3rOKRIWilCd& zDbsyjAjOp)+6857Vh_5RxOd^a0n6=$_+Q_^%ke^+$*NMD&GkYFU=R_J-m@VW!b88) zXn7U$xrS^Y&XO+l(vrN^W%1wS@R!IOXrY_myycVJz`UoosvCvP5$XQNj=$@eP+={a zWkk!o6iAl81;8ic-H|ABM#~wN#3*}S+;ks{Vk-C%XLHi_R_&`$lGpJ{w$=Dd*FMhB z7-U1|xEmK==zCo^p)fH*^VM?o{kg{tDR0oeYrOifSKO9h@{QH}FzsaQo!dbUOXf=T zlIRRx7gM(a-KANy9I;|_;bEb#Hq1*MRe9FtYT{Jluh&9*He2mf9`9;CL2l<2~raYB8HwbTwE-) zgF)9TIY+dl_SvU>j43=bQu0L|L}T_4NPe`Ogw7f^!d6erGdC%CFMD|B);0`LNfYd+ zMG9X5?3}PeTudHhT+wzT?g;sX{PjbS*Z`C2%|I7wkVlbZGQ6=QXC-Kb*Sx#365sH= zG#pX-g?6e$a%uYs#P_iM>HAczO7deb9w6`;xjDkzksqrsf<{ptBMZOma*C@A?a za^!b=$5jLIyEM@@-83<0yr1~NH}b+8@+`_FzRA|QNn&DSMulpSJPn78Bzh?uPSSWH z^C~xPNQKOH-D^?H{L4kMkkh&h@ZnHmsjQfXYZLR3qljbT=hf^W?TXo{(l`cA>-ipp zA~3+VrxZ^K7COd%(Nxx{cN~NRhr5`5QakAxegE%!fvc-#g-=Yz#O>fa} zn6pz;tA2ZO&WOLZvC85{ez-X|s-c>?*1^<0{smc2k| zpGe9!Q)y}|JMuPD@AFQyC2Q2RT5Vdn1p1*C^(F@j2MMBE*>09R5g6!`R5>PErP z5@(1w?lcDh5E>*i*I3m`X4z;OA8152d|Z(BR^*y{sbcHqi49)t@XHo;q5&6^at?Z0 zoq8f;d+7=eK((3eYLZD$txKTZI@g~3?U2=u51INDOCw3`P9I%yp3JXwW1b~n1bzn` zJd7Vph(<}G!{Xrr(v>(dJMzscaskmgQYnq9s-=Bz3&78u8!6SeEAN3t^!#OYsaU141|^%wD{t;5vMy0RJ_jWhyW?Pnw0mnQ%cG2J}6YMm$)xTA|v5Y44nT;bFM|7?em zaXSfGHo&B-oVz*}piqav(jQl0u5?6{sb#4Fr^pjZ{Cl^b4lGx@3cg{PH*eUYq#_2F z9}lJ>cx2R@&F;^_vNaUPyl*Sg#(QG6l^yDkrtg^~;AIe|G_L!w?(+{e$b15_okM38 z=&-2Paro9Ye#aNEl)T*r(4 zBI1>6ZB;B--L{U+H(5*R$=KfN1MRWo{dF7jj#W3(y5JEg)6^~}c&O!g&=I}`<4mmy zhv8bEBuV5C0pt1eg6OxN6aBhcl1em#D>&7!HMwkm!r5=zH7nL9FR-rydl1I9wBdVH z*Q#VOG5@$I@8eM_6PBnP2A}vq@E^WK zZvWj_xyN^KWtboM*@^CYLuF&v$U;yS7mPvw3BMbZT$=FQQeK(uUrR6v2mX%Z7P6HH z^>U?y6VqdQ=SsCoM2IcMqnwT$U4qGh*p-uRds>)C?iiJoFFkmPJIPYOPa~Y~RsK~` zYG4qvDZ51@;PRX`TJ;#KNp@#(CqDY4Wb@qD%V1%tyIuC5hS%--i zseZ`cS!7pz;L7f}y|#C8JvyEO!s*v@8OlyFhdtTfAThRc!YGtUz4(;yCx9wVlGheMx{L);AyV*3I-4PVz zsVZ<=r+aa>Yf~@EyzaIbtBeY2h5leH$20{#-?J^^<=EDn$uIHdi@EI=g;xmxJu)?} z-`z?ZQBXPt-Dz#zef%0PJ(_+tl<>Z#og`nmk(0Eg_hvJ54`a|v;%90eEf5-RN zwXuS}F1I&QH61Gr7GI8dtk<|;;jIJJZBZ`CtV=}*_)b{=B-Fx_I@1JVPuh+*2Y7ut z;J$*cq5PD4ItF~H*N5?FS@=*HS^vbubfin0mxU6iDPqfrr6rFJLq}*%w3%33oD`VJ z>IA3N>(x1C5-p=+dBcv7{BW!4BxSv)PG#x zPNo)W;)E*|{?ZW*CPYVd2AO;#dKsqT6#|>$c1w#1f{o;VZ!w76)5@c*4?wMW3O|c| z#h>8j)-3pD%z!_RMjh)ySncJ12UuMl6VL+#b>bC_kx954*l0stgZ#`2iVH9maIrTg z$VPdYgpZX%YH+153-I6DC#dhn65lQXi~FX8)nLn@M5+0}Fn&&*lo_pQt*|h0s%V-@ zn5mvmc`(tAsvX8>hbid=6Go>@9{S&))TX?myo6Od$BzHMp!avNS*W~hqNIByu9<9R zn%s|0S$J%lvju$Z!o*NG*Pvs5xX~3}mj_#6)7OH>x>vyC^@q|pRp1qbHUcT!dM)Ql+FNUZh)D~0WkEPW=qk&IyTpTcVgog!}k_4gdT zrpg&w@^Qr;2vr~C2w@TDMMPWtoryhH4h_C^x0 zS)(q`x!VM=M%ieM)m)`Pi7*aPWw}b(!aZm2aZJeTft!azMo9keW@gFMnQ2mnB;_Y4 zBI=JoS|N4s!UR*v80JZ;d#sa&M0WGAzjCxLgr)z1ljRG(ql4jOy87hW-}rbx2vxmo zdy&`o%-r^h!_5qHfv&;0**_eDdXz?XGV}7(lWna=imywNh~IWmD>b`is0NNoUI9}P z_u2kyl{defXd2`~79KWqz$KRT-jRbnnuYeTtD^AOxHNcKsmBCxl)s4SC&GCVJgSPR zAx!)OT#~YDVqeByc%n*Yd=||X{8SE+AHy9S-h|M)FbVXpe)mDHv|8vylh0&QEw4}{ zp<1ifYvR)TsJqx5&L>dd8$EDm`sGT$7c*aSX9`d}K$hh|Mrw(|C6uR^YY;@E!Tc$A zh4?E1hlsR0`{m4yF;J10Ks{saz~(vC`Pg@|7#WCM(kAQF@!}#C$?9{!2B2}(Sd}v1 zX?r}J1nP8xxNX0J*tD*=<_W%Cb!Gm%8~b*5*cEh`_WbzXU2SLg3Uw2KWH_gYHOpRB{p*{2!pSFHMF77*|q>f?QR8+dn^dyUja+terw1iS8F>rBY;X>EjQ?42OEdE)M zDj~~c&dN5$#9DE-Mw3h02}ZCcQ?A>Q^emQaG)dcAf?=N#J5LeU+SRX~<@q3$9g23> zrXcR(EM>$e?N8XQQpsdTM2X4{Hx;teoY`uNdMBu870X#}UQ1ZNw%tAaN6dt`x~o(+ z4>(%H@g4r#7%Gv1B61HV6TrZj9jvsH1?6wxd)Hp6_P@P3q7XPlia!k#3@zxdG!qIw zIXvgiV&*yxk>C4qnK60L$)5SvJ|A^`*NT2a!^l%z%Bw*d5t9`bcyNub3E?Uhfx7Th2weGA$Lm+tH?*$jFWx|=!WLe3m zdNvZm9by#CV2)1@Kc)6n6=Wih3&M^&YQ}s?9vR%AW48R3gRkHWYMX$iJUIh{IlfpW zWZ6i_wnBEhj-A!sHxgcs5b&M}PWqdjnUChDSrA8e(>gM!Zi&iA+^PCsHY1Ld&8MlFmCJN*Xpp9xV=OaasurQXP<93jwf+<6 z+ve@gH`(<{VI%83b=M1(sx>dVK7fFIou6>LnBH)T0}KnN94o7uE7YBqexBp0Mf{&# zd3{5WCmtrZs%Y?w8^($GaDwBNs@93~qvuj)X~*r2nsiHCa5Y*jHorQkhrRlWOSk(y zP8gakUJGN7b;oS_Sai9|tit6uup9{Ru?*6sior*&LV{nuFdB-d?V}QDzM3S-HA2%X zK^GR5CHh7yFErKgMLyXI_|h-aJ{MGJpSCg%Mn!(JE}>E2KlX1kHKeBgY-q!l1@u)q zlSt??j{KQ;!S{}Y)?>^d{RfVYXCJN0RUPI%ZRifrCCdpnwG@E@dktyY2Pf6743aK) z;5KN-9a*d_HP@~5YF}Pr+PJ5xDOH}7#z~d_f@AhA#3)N50nXy%A^~3mxgl1nO=^By#uAYDfn7S_OqnQ-znzs# zIlNiJvJF@1dJxpkH`p=P+QS6&NY!-}AJs5?xx1L6gvT+2Lv^%7gdL_vd91T7pLeDu z6uLZHTc$sG`LMk;AYU^qAQlO$h;{7e^9mWA_HUL(=~qhZk>00W>VK+XGP`Ztu%p5K zM8^ktdpg*!X!@U~c<5ew1Qr4&7=c8u)`rV)M%p};`<`S~8efNTb|1Pj0B{&R`(al2 z_b<_2SBl@(rK<31Jb6;GVlxCE6rG2%n5^3o-4Jzr6aXtDOnph>Sj#~zikmaQACYWj z9Vu$R@l*$#CZ78Hb(k_r6CuWLlxb@r!6|4*rXclU`R0kX=;GKP_RG^`1qvAIH*6Z} zTni$mLbxIlPN^*3*@9hWlL1H@Cu9F`o_WC25kkqEQhvMIKB>au@dN0&j7VzvR6Fc$ zBkRj-q0=mcQyY`%H5oK1?>pS3<(UKn9~$cz3Aask*v${yiXxY~<%vL(rlsB%(V_(_ z#DiyZK(~Z;?I23~5z+z|C^YrlBZ!$scANLW`p{i&3Czr___iQ$@_hLkoW(TG;j^C+ zaBE^Kc^bD+p)!KB;4)>=eh#yk;ZaVx!&X4R17NdDukO@qR8jW_&G?)85rV_^%>o|x z$7;~>8T@newW(P5re0x>@_Bh0YPgTc8VdrwPT?ZQfUSnb%Pf0Gzxd5gc#;Cvm<&N1 zP(cD=|0Q?+^R@qS2HCf?DXE#MSUTBi^c2o%>FI$D%968kjp~CW_HyiM#k@hyI|i<5 zcW70lU7i!-m)dINapWM)&`SEr6ba^5vItAZnOZ<2@vQ3DFjIB8mHxMHiREFR$DKQ@ z7YPNyRCQK=y9;;d-kOzN6BmO1XG6ytIS(VH(Hv$M!%S6omz~Bq4k~l{a@qK-uWoJ} zkHENzN~tkUwue}M33S;Yx0m1>SJHJ$ViyNLBM3>wzPAMK6aZ&m6p1?-{Uk8)(|*NX zw8djEXXg(A%d}07$o|T=D>RAxEYA|;ED`qZe!aWkPNYfXes1b{hZ1O4J~)J2sU~=4 zkXSO6($&?5-{4REDL}h((F)l!_@cWt*rZ zxzVlO3LnPJ7Bp6PHsSiaQSOO@+wiIFngr(+dV+K%C#$dqOaaj`Pf0iUx$6$BrAv`? zNzJ}8qsCS|Ty9MGYGcd>qFdg%Y_-oGXLkr8^rGH^R|jSNHuaN$SZ{?G3ajd1o7qxG%84=4yl}TRNcT&d4}xbx!sq~ zO@D;yV*@=g>LJ3gF*xi`Mg!B`=vXQ&Q|ZDnOAOcADkYW}G%!!fMChFEU;g%v0>e3J zGRMj>FVw-IdNOdR-Z+A^7A>a~19#Fja=}Cw+U=fh2O3IS%_bFtS&}xP-I{PuQ+kN; z(AVbt3pktRtg)i+StTw=n3L-w*ND2dmF!#ky%L6{@Sx35e$|BdjE`W`)7c6i$<=zjh1#nOD9HWzv5^xD&pgoR-|h%?4a-~8Z*4> zDVS-ahA3S_M{NCapCi?Ir{+e%lo6AxE8`5u5uJq@%4*NXDNgLj;I9;J)jFk@r3S4r zWtrG9&SPt1NBaVInAIndbMauEaZduvg&{yWJd>UbA-!0%>g%984OYJ$Lu7t-mx2@s zuKQ@NMgkfY2N*B-+$rWi_Noqh^v*qf=m!w=*DC@q8_~H`WUO_Snrcm)JDFCjv0nk5 zX3@11Sf^^CWH{tsk`7)}R2$2SPj0b!q@G7OnumU}*Oo5pI)UHvt6_9#L>7udjdbYl z=P9AI@>4&u%Vt%-`Q`!uEJZeY55H>~hBZOMQ3LbEBm6#5GcO3%o2#M5pHTj<)_~`Ol9TCr!x8~SG_uopHxFy6<4u2Y6G5g-B}{K=F0n7BI|HK!WW8UT%Kv^ z{5(ozPHN3H(*!V;@+#PQy;FIni9MJedw_ziW6Gug#jo{E5uhEq@O5I<>Ni;zOBbPf zAuUqcgX9~J!h4dZ5l;x8COg4^?+qZ$CJ04UNgjXJBBeUx=u8!^9z_PnA4Z*bv)H7r zgz?q(Y*Qq6T{k7+rW|EhCP@8kF7?+to4VaLzFKZfKOdV7JK=n^4l|zFZwuD-6 z$%Q;(t~xn%-?^_o$&DotOT2!&gSUyUujfAi;^7;;t@vWZDKmd)eOQuF(eC;h|i-H zpy=xls;ttPofV}Vht7+>8yo#9)^cXSS$_HEJdvB-m0PLaEslG`@1dMo2?kF<9w2cJ z7mKvhqU{94_6(d}(=C3mwxtuHH7_8y+8B@}{|fdRr;ATpQkH$StBav?X5pr^rVF_W zhIrvYraNY!w~OB&6}5%1kP%Zp^drpBS62x+?C?A1&2_E}x>0u6(9~vc6m4TQksIEo z)HV!11wdpC24#G9A`dO=%wN8*Feqvm-6!O)pkZeb&VRw=vQ?x&x7Vvy25|WaWISZ4 zy=GBx4&q0D`fL%1N{~q!o|ypl9CMjFp{%{=uxQjZ2-~ob4H+(!zT05mmj8KDHj@0# zDQ+}E?EvnPT{C3f#Eye2{#Ge@Nn!atPq+-;nLsvGF(`NzD~sFCD-~-`0wR2m@QvbO zb3GC5R^Xxiy&13vyEvx4mpf_Snsdz?poZF^8vOyAba4k?O^Uu_-E)k?;=zdX2o@(gLBb&-BCBbRD z@R(4s-!}bvAiYraa#Dp?2NdLio%B+5$(jl-sD4-fwzm1i_Ix12tXpqwDK=UM3-eQ> zFd#W~uTQOHVH<9EYOq1FvxI7PX>55Rjg!4qo-kkJ5{=$YVyMq5R<(u;K~#F6Ml@0D zmXvyDb|lHfbfihHD(F(+`c1bL?SDV$6G!Gb9%OIiLAIZ-lv#mPpNRwry^1;YS9 zg`v%1-3Z|ditE|92){WNaWU{C8du9RyO~yTf>6W7TO37uG{SuezC8>Cwptb7Ivgl* z+zr|Zgkrp!2dzR*UO*++?;-%)sxAXbyYMMz;*Fh__2LrpHJ(isyH$0~hoN`XZIi#`L&Z zu^Qq*w^&jGfSP}@8##LkS4gx;d@-CiEmb*y{K-c-ZV$&U4rd@rie#<|Yy2}Q{HA8w zPq)Vf_8|`)>UmtLZYvxr+0>4=zzde3Ej zv3mfidX9CZyS1tmQ7p*btwH^*02+1sAi`U^w+8{}nv8gE)ClgV+kzy2f!~Ddm(C2* zXG=n~8YfF{_!iD8dR%lD>rlVj8|aL^8u6Ne$+nTWjW|Wqn-LHcgftFsV$=kpa!$aj z%9bYis7GGK1V?Sc9&=p(yy&NF;F9j>^3yDcyB_=LFZf9sm_y>Y6`8 zfZ{J3%BHUQhJvmT&H9y}BP;5DaxOTTnMycS`N?|7X`zd8q)-ktN9XUG%R@xsDL;ml zv)nHNqVB6^xm2-XPjWj&4CoPaEMWvU7`UAZjC2v|C+K>x`%58SGAgVH=Ao4TOt{v+ z)+^{!P7{{QobqG~l+3`MI4|=qHe4RfTzzF@%1MZFKdfL`3K2sKXmFF|fa_+0+=&03 z@YUtLUV-rwK0AiO2>l8Dh9;%ss;r9Eyt6$p;MqL5t%n=rkW|DjIfkwu=~}G#WwV|t zCow@XgD;9+HAgoM$Drg2c{BV*ioUG+Hi1Jv0^H@K;9HcYLIb(;t9osGR)=66k;*ee z`8jk+d14JAe91}Tn`z&#Ofj2@BSNI)PW!e9rsc!TDzM*F;gwaH{yXiTv&5jq6sN0| zjxQCqXGb-?%Q6i}%MNAUCq^osKOeolp3Ter{#S7J{S))Zi5^D=9Te!lo{l;9Uhl3K zZcE;ZvoYp-FS1{Q_xF`?`;9Bf#&s&{yoo&BWbu|uamNtaN0{pS76;mtl$GPRF(QIa zyObTUc7yzR7>djWbHcxcW(J)kvzbXV_&-)yFh^EUJDVJxQ$93Zh#GlQEqkXEO7&}2 z1u`HxQq$6eP1>av7bGD5488~duRsmSo@IsGYAVlNR9N&0U8<(9=!d7W+VWGN4g1|} zq}r+Il4~WIq<4hZpLfUvm@N`yRy(mM3BngYf&;@7lSKRs|3wf7YK5#iyWLu*eXk0g zHsf5XS%Pk2 zwP^wl8M^LKt^;Ym6OG(nz!h^vR3nf<51vA4+hfd+u^)H#uBaqRe}Akkn?KB5#~%G2 za^F};@K=+d%%=E@MLm@cOGa7cdc_on2bbqagrsFNF||6a?ic+8y)ssJ0@t4Iu6NoL zMO`{TR5rZv5dGuOgf>BqQSIVr0~$5(iI^bCJwg2uK0ZBMdB&vRnfRSNYFp)b#R+ zlmf``?XlDhW#IrI2`OgPKFHASg+|l`fP$ZvtIx_v8Hi+du$SOI5TuiqS0YU_co}or zlPVEGQtS+2Wosp{_WhIvUhr)8`c%`;!uW{GQ@I&;Y=f%^1${Z=3~F&+ER1zWO5 zBO0B8HOfJlLyw+PJ*f5Qu*N1AS=(&drrBQ}-#`0C(Pf?H-&#lamTwqvW0oLq_|v$b z8wagc{-z9X0u6>d|9xl96lxftDQYdKyHF@rskGG<#$^dWCzbtk|K{rAr#L4rPWU@l zSDZ3M)-%9VvY)7{RYW$^!!a~!I~m@p#Rb2oxil7{8{0Y`*DI5NXuw&7ff&Le_b}k8 z=ifXN<5a@N?iGuNqL;pMT3vj9 z^?#^(%cwY-E?hf6fZ!0^NwDBPI3&T{-QC?i!QI`1+u-g_@L+=v&fpp(=r=s?IqO^J z$Na46?&_-Qs=fDp-KiK;)9wdrEq0O3u7q$fRI|;lGlE0Izlrp|WEqLf_WD~L*S+$3 zsTcttUtIcMjOaq%Bw|0A?376<)jpnQ3snjozzh? zyC&6&IhEHtl@5a(6NSa4f$N?v_LQ$hlVc~1e8phfV2~k z`dXKCQ2qQ358`x7yQsqvj+o$!O4#e>b1>p`E!vR0rooa?yT8qg<5T3Y;q<92|AxiOs0NKoo!84KZ1oyTrv3nbnsUF3q)2QG5qW*hC`N8ngfzjjW$K4c2+AeY!O^+Hz{s z9-9meL>u(CHJixg97$!%)?#b4SAhp1Or5f3ZqJAIU9h_(A?^{n^lI#_>hm9)IosT0``Qt zU>*uBeZW!`HXwX{BW|m7h@KC-DJcI5UuVeXD=~FbQty}DE~->z<*{64rNf+@;7k<@ z*?3_4b`Iql$!UzljJT{`z9FRv!-(b>V;bm!cH5P!z}2%ATYUhE?ce~L$>j(S`z2DN zI0n*>k))~tiIR(+N4N?)29(wx?+%q9s6wgiMPyF~fL5PuCV^Df*CqYF zKbY-TrZ_l-z~1$89tawoEs9xj#RfTQyndK_Gz}#gf7Ar`xUd5W`}0uHLNw4Y@yWzy zDB*O*wggyExniqLmz|g2=V{ZJR`(T8J$+KDPa1sl8GM~`V^ljZ>-S%cL`lhRsP0>N z5AtkXYQrckFEpoD?-g_pWp9PF10_x#ulN3zM}?Aph=Y0QP}MN63>m$41QVAu!`dpu z=PWEFnw$62CdRw$&?K_DAhu)EwBAm;R63a76E}3O%ieTwjmMb_D!%?QIfCT{dD@4R zPSB4Nn*e6vJ*Uf}|JV^eovi37OD}(Lh^ULPWzPF>^KOEJNb*hx`>^fv3#o2cCOXRV z|4c6b^+Ysnh+zLnj20H}U+hFO!Sb#g@SG6hu`6>vfs4M;(uw_h@sVj8GNL=l$K?fO zr*|H0l>H?xWCTic(j>uC#=x-o03+-o8nT z41TeP=c_jJa*1(UGIzHe)*mHX&~sGEY4PC`-i4R)HviUJM`iJseD{Rx-SfVe^8VSG z-VYWEL=w4CpiYiCT#6)O+UVe>meXXLK)g4m;TKi3(j}23H=#2s^e}piS10Dq z`?nCFpC;_L_;UT;y|XrG}<{ z47BJ4O}KVx@0dcWfX|<9Jpv|??E*%T1^;vXdRBqCz?%FOB^HqVn;-<$j3(}VGJ1%B zl<1wiw%&S{9I=~njg?hx=3LnOUdVXL(Ffn2F6ICG$cpQpW<0ZX0^LKFm}tE+O^K^u zFXpmCAX8S%2`W@S=YupFDMWJn3BmJycg?%|`&1Zz*v+@P69w+=-tHT7Wqu?aN{Q#b z=oIXn$_8%vrGt<*jAN}VV>O*P(?;2c3@tP2;>t{|(4J@I;GU^6Q+InS(g*pY(Qzgw zZK=A1TxV_SeHq*h2Gw5sgayy4xCr07wBL8_Vtop`j|T^Z zg#l#N_6)(U8Vk7N#=U&i`cMg^ew9&RopjbaL+e zy%md})Jd#!f~pD&<6>WE#T3L-N|NjBuqLX#+GD>3DJLU`cz!jM)7fFi4vw1VQE@xT zLLSh3C4g2PM_LrzxvIms#YSY zE8;Wcb`7+hjh950&fCdTzNQZxrUf1Lq%iV@&HXnj*9$|>s|eOFKt<<9^{FtYLbZVi z9}7OP9@6x`pz7OvuZ!}4+uA-gS=sUvOb0_8p@)gG7YJK@rln2)@H|eldlO^Cs4M!R zX+wA~aB58e;E^)Qn}o60#=1{K{>{zMJx8<2KSyo7z^Is<`c0c2AS|AmhMOfd+6MXt zuKTKIWS^#MTeY3|Vb$DA8CxU6c0J--s?t7&)UAGty|&`QHD53N^WPuBP%VCduS*c5 zMBnnG6DZs>uKz5Ne^S{hUQ_A%fQB452vHrQVy#4U0edE{Jj`)MSL0QClwZ{a=eiog z^YErlmnXAi)?Fo7M&LkLa_JAUR<6?i6_S!MWUbdpnEO|{c97pLQ>VzJMR@n==qK{^ zTOQ{w*yZo&&&xF!Tnr#)ay=6B)k=MvleFMe=cU)BbGZG>s{qW`R9GsLpFpDEwV4Foz)quk^A7j(lx~t4tiE8UeUZTk^ zHx%QoLdGs!RDcB9mT7xX*l1T6*z`XY@{_N8BVwGJrcO-Surk`xPa=n|xW(_G2erQ= zUKcvb?v$cX#P+qgm_WbIerNo^f%}lxHnaEhVri|%4O|oFaBa8a zCWBv<&+J6?eXq!Qd$@WrFUmT^rjHt0#Vh&9@vXj;865ET1#GTRm+fY=$wi^yJ{PU+ z<)^ZV;Bx*D&(3i>8s(lgin&DP!x~&VmxttMK-!@HeWOxf@%cX=kCv{Z19qU9=TS<` zj-4NyslHvKUahv8D}lN+zJ8@vEx??0Dn=Q&gWl+B!h^o9d+;JypXaZ#SY z8Ae3h!VD1iFl5;TlfQiy5cB;>JW19A9P#;C2SI;e*3rS3IADQP%OZeA{C3{10X;xM z>eXGNYK208t1a0QOJS+|aNZ6%PFg*iO(0%*-fgxvCZKnp41GUjPeH6ZuhkCpX4>FCIx;waY_+P2*qHxylBqElVlR=RF6EK+bA|JY5jzBq<=0u zWl+ZFD!coZXQq9!M8uR)DPSuw^_bF*S#?$U?N7|^dpTIu;DY5_E01@Q88^(_`6}yp z65+E+3T3kO~ch-riadp`96BR)Nfv@)Srev^T6db)i!>v5ZSRH>#?dp{-8U_8o+mzC{@B2HRu# zKcya9bY?BXz1+?d?_qfLtj#j3=Ym!_P&A_{`JfQn&xPpxlRoe% z++6ZfOro_XXwCHGBx)v=7CMF5vK)t@${p?<0ToS z;_T4gU+O()CVmJ^i&6_4<2dVE5esj@BaDCfpJ&`bb)E~w{K9R^L&w~S0jD8rLz z@}vy?`oV=In0p2)a$`j*9%{ z88|~w&|r-f8mJy5F!s?*TL2rJ)M4^tU+g=m{4`l?8)4Dn+qz0$4NoMx#Z$Wu;X^xk z+sw&h2ddT;lHHgpO6e+co61bblOCnZL14SaR{rCQ+d zlxd>#!ih`TvngpH{ZQWxVbaGN(RNz6Dm!?qX~LsOqBHyYPMfq?M8>85#L2r@lX?N& zm(o7S#9c zgw9IkxAz#`9(|@rW~bC}%N{AyIlBll!wqLsy8nulI_vYKb6n`v4d1>Hv_J!6l7-X5 zdizg5%Jfk$2iL-$wVJGS=2^QFy+%G9Zg>tGtvCL}C%$ zhx@)Fgfh(vKcJ;Tmi~ef%~YzDw2@2hkYD){wG)ji^QQ^Bg87k5#p==ZjK2QH)>@gV zhk2qd5r|#0B>Qe(_WXp+hTb3}KCMM{qID*u*1Sf79jlIkR%kgnc3$@TQ4LW6zu&JXO}ZIRk;-)51iR2DE>%N`lhZPvXEvOEhikZ<<_IR;;3z-A z)vK={e6PT5QeOAdTrc}N4n1$+3v-VT?GA|`In*mcIJ7Nx%C14jw_){jnZb_f5L@r4 z%GwYBuYY^8N$d~*QYnHSI^hdrOItTWU%y55UP)S=>GAvj2yytCzhbuDWtojKWO2~6 z6mKRCmh7FWd5rrpS}5iqIF&iu&HQNADu2?lcX{ys+EnvMU}RL|yY?R(2W?UtDT?nh zHHYGLkWPgbsKkny*@ipf`^m9AG{y*RoK-6PL3YO-O#TzY9jFBJbI%)_!B^dqo zl5FCZcO8EkaW5|W{nJJe%qE?ap;9loV@g5GPGS{d3fiscqI365nMMxW`*+&PYY^!r z+6|e3_OZxy7973hntmxg*{Wud)i{|kR?G&Imh(wioVBP@8$QcX!BpZqu7zibCGy`$m0z2M4XRvW3myXgCHhefC@cLpaP z65wRcS>hIItC92IO_lUc#njUn;p5?J>Xe@@UQ9UNb2>7u(L&XI-HSU$ z?>*mQs!<%{qR}EZtE4M}^-s`(BLx)ejd}@tD?<%cVryRQNivhix7{YuLTo#(FjriE;Av&3^7Fot{XYX7mH(%9Go>hH=OaBDA=!f=?=S>?T6ds zaX?XMegEvf*k(|33FPeevtCpwyBf7s%%@}!9~S?Ll9RTwVyeEp8zmHfcwo#nn99CW zduDln?7m5c$unQogNsxHQ{{}mD-Kem5r(?igD?6qWrr_s%nM=91U;qIPSkUYW{)j$ zlvCVXawt8hP)}Q=Hr@biegB3)!^bvaho?pv>;tW-zo;eZEzYaoXLaCP8q>`;)EdUk zaWV_x)mG;fXB(XHNL)!0yxAu_TmIKr4p-qL3)d=vlWdbXXPg;pAlJ_-!>LM+TM}^| zbIxJ~y~sKbGlIiMdaVnWmh_{Cj|8`?f_q-=Yb4MKbzYq%XDZQ8V?>qkTk8nGL{Ma^ zEtSH5|5q;k_=ks`X%wkW7X1xCNQ%2AEeoGFd!NVoY{cO|xECJ$s?se=tdqxhH$ha6 z_~Ev3)jJd3k`V%mg|$X=&)LXl3OFC?Yqf*(t~53xMKQstvIgS4i^55ZSmK3=Ve3+Wru9q5kGgMYB;sh;UyGMKeb=oUusR z?IIOu@#D{Zzy>`i%}9uCbX+seFQxPFo2XT3ZX~0q7itCOh8nC-sH`=!pG>-LwVH`7 ztX8#!UO(lk&X3o|PMq8TxF12{I~sL@6@Q_&DScXWO;owYwhc;TXw#exVt}+ip<8+t zba=s#i|V?Fi+C;;U*cdKTHxd3vl0!9QJx%`Y`?M zc?z+Zdw#V=uD~X~*BUFt6cWr->1#ySW;Lmey3@o;PzV0AkMv8>M@r>wE}xxKBz-P? zE!6NOz5_A5KtH=LpXQl>Mj=Mpal7gQN^*g~%gN3wSG=>C19K$2JciKbaxtr*a@M}% z>#`$;{1-qkcoo+WBU9nWv*NR&s!tx<2X{s~R-+G0?vw?FOC8J&S=^9a0z3evvdASY zosAVLcc(xc3>m_m4jf77o!JkF-y7W8L}~J#^31r(*pD-X`V#4#$4ODKHtn)d;w~GgD*a;?R_<7B;=(~B&vsl@TR0^pIlPm;Txj1G0=^ATb zNd36)HXI$=8$p&Tp)v4E%hKGL{@bI#RK9lU_}X)!A>g`VpwM3s#HSC9b#9f(w{cq| zUr81<%c-;d=v#4hE0!OaTkG6knmE(1e`n#|spz|m{l7Dbe&@-K8dNDT`z}lhxS#Qn zd%}Q0|6I!5oFT@oDzh-{WER=d6!EXfIK_#UYg)|HpACaW+(ToA`k~?O`k}K*+0jpj zHB>pS_559JY_hGrrS{Uya@Z2K9gCcnuqbe0;_TvXQB!q%9QfmEkw&j2laQG|8k#3u zqRrLu%SZ{NXwTt9?c;0hBAE4f{eeaYp)84pr0*={R1BR4!cyVcoU7)tC!-M`WjO>f z=25;nq_6Q4xr)a0>wF;rdE75xvGGH<=H#%}pXZnwlP1l~zN)w&Omo;E&dt^Gnf$H> zBUx+1@vkbYK4jZmUW@*=zdT#LIcZsJQdonEyF9&U3z}`Mu5r}bJ~_y^S0Di4pR-w~ zV8wtrgy7~W(|aB{LRePy?Mu;R)9XDxiNVedeF%>e)a$-bNl=DTiIGB$XEZ23sqkz6 zm2Sk6sz5BT(`O5LkvMusM;gW++>}Ba>0@wt_VV!>OnU}JH0zdy*}%2I*~q%3t@ODr z%=VYtbJn{~Woh7`q;RHO^l@b|JB7#!Va;oV+k*Q|u>kzP>fvq*a}`B;TP*Rb;7%M3 zWiRi`b(4NjFvoh7GRMo5xkw(8@P9LcRB#EZL>~Ms@MiS1+nJy0e!>r(CnkwfQZ53Y6$Q{E-BP1F3!l$hZSDT zE|jphe>go&$H=z3YM*QDR-_R zLT#E8I?=4$${2m)IrA&g3>P)6(oXH=+Kr3^=`qf7^2#!2Yz`jnxC*gfgcOA-=1T~j zNh=uyOdVyYIjGd`Hm#eAjUw;L*knRjmA8=($8-2;mRGSudZ4(W|0qBhXl@zkSV`0| zT+5c!Z6|(dO7bA${=*aC{0lbUsLa5(H0g&mH@HDOoi|HW!cxR+njUnZ6loLAMu z-`_@_M_ckZmDjfZY`rL1%f7;!9kyj^Kxv^hZr@pKUAaHWYR_%)S-|3p%D;beXeAKq zkzmOcPXO}U{RDOaV2B3_WlP6?f9Fa-E7wj&2)9QfrU9z|KEWonYI5Tk=SiVW^7}|>KrQzGif9e*B z`5%spC%91p^qWK0315kQObnz%V|vH>$3`o%3=OtU6!|rFUy4g=Lijee9+D6s?>Wez;l(g5H&^u=hxgx{XX=L^HJu zJATQw%}h1I&jj?j&J3g-xXz;FEfof%qzjLV!;HV2LVx#aANGvh?iWwh*M!kK-eR#5 zQctm0&sySvC7-u|!@NFd(Y06aD>)dbBGEEeFEZ@5U>ZHlN&m_YMF(1aFl?RWLT~x% zGEchkwo@)7QLy>Qq|V_KjyH`8@xlVn9Rs8T#bnu=Z_E%5!O9JLb}HI6E4gI=ScK=8 zeYYILl%~rX69;I8yco9%_PGn4sfAKRfyn}YgZYT}mF}7c`9&s^I}N|UX?@z`N^c~e zutGf&bjNEy#huKS_@A;wqAf;^*k{E1k%Dxkr2T%PTAj7Nh@zuHlwp;1P^4ggQ#-V= zwcl*o#i1Rfu}<KB_Lru_^*)1W@&}hO^whrIop>jjKR= zlO3Y<17+q`P>MImg49RL|FaB#6Mp8vAo>uA$$;d_C@n9iaHM@MUJSiiYKaOFp0V06 zhrq*>bVld0Mu~t~%P*-Wb)$sDB^o)OTo-!D0hCF{WQ}aq96%=GKBCM{Zm?79RX8OC zP^cz=V3Wi_R#T{AMO5rP)TA%md?U8(bBUmL`28D%uE zW$AaSv8mf~_fk_z@fWLH-Bk5S6I-&%)>4=dJ8+{M2x-}qEPH&?p?fNwC7UJn@<;#? zy1|lg%9bhEPC?-QvQJ$|gJnUBOV&Br+<$~%XuXYV5PPgyMYV2OdZK`XAcH@J^}b_^ z#M%pFVoRP){(Ffm&_m?d-io*$iNOa60W^eU%!V!cwTt=|xEgg)v?WA)h&SCA6i8VBNG zi9k<=b;~i^2WfpYl&&ji!W3g&%PU>9^_K$03e>VT8lYD^yfM2G$3AI|XYDn)|vp}f38}^ORv4$A)N*(){D%NkAZf_>1-i{9BLk_Vo ze+WTt+JrU{>x0*+RRx*?CD~n~tUl;N#0B0ztw=dHbr;_~WweilTF1K9-T*!^iVP|s zj6xMDPv%(Ishy=R5o4bLh(7h`L7Av?rqemniDgAK^Ou{UxHf8;TZnxNkNfiG*L#qF z>Urhri5iC+ap@jvi@2l-ucc?Q4v(tDeh0j}lY+_2r1Cx%Fm{nD+~*lxcc~(85Xf(jAsCr8m^lPQSoB&uOuV3K3j)gXp8=_+(*jvuhAr zmz(GV{y~o5Pv0*P&;%FtXdIFYy6eS1gMDuD|IqucnbZv`<}l_yxUzX@6<#J&>19%R z5rCLKOFpM<9I}@`YlsLqm%-!ZZ(31{6(|J4tmq zqps?EpW|QG2t_81mvmX&5~~0zWA`QwUh`ixyFVMzBD*{K(`WnXFb@~%Oag1zHhCa= zq$WY5>-cB}G4Ae$YogW)v&YJ%fbEl`Z$T@I>mvs;H@FbR@tsCbsLLW?$_iOM9WP0_ zg*V#V0#%5GfgSQ$omDN2pmN7f7tl?pu<9k@GKv@zBnDrbqwj>i@U$(kn3M*!PTQ1B zXEW-dyv#DFA)! zRfv)gHAl3<2XK5wY~IPopIVHWp_3@kylB3%DQIHfuJ&m-aXdald4@AlJxD88vSk5f zedC^#}74xSx~g=ga(ZzR1|W1H&N*H*&BraFgfM$@h>2B+{%H1JX*~ zONY)}hh@^X?7y++FRnaL!mL4A>Ut-Pv~Ocf0jx+Cf=Ag7-I{x32Yytl{&q&vLaPjJ z@hinZi;znX)t-kz^6{6$pzEEjXhNpbHg_GV;BdZ_V*c@Mdv>o1sphIBLURLzJidii zLM^wY+^b5S4WFTjx40Qh;VQ7c2quWghU1ckQOIJ$aJit`BC!n;Lr8@FoJ4wXv1o z+31vQ5AYnHc|P_p{?2E$uecjTqxdbdjOdz$ViD_p(p-z# zED?$qsv|pKv#!J!O=Q~baO4-bgZrJ@6E0Qe$2|+V(#_SL+;W#Mzc+Il{+q2fd1gS! zz9l~IPwS+$%OPndULgY5`mtLrq@8sn5ZB>~l`+g(h*eBx$pG1_S>|!&hA%^z7e@nJ zArx{5ZT@OZOMGC^+WU^H_&aKkXDaA-RMVL>M1tp>U9Eg1<-hN-7(uubaa2QRzHkR~tc&V{EDmxQHgk16?QRb~Fb zrfV-#Hqc)1|Hrp*im;nSoN&CCx|_2e{zh&lzdYi&i!C05Zp4`zyfcc@udF|RZFABM zsTQaYLDLs4^3--CDiN7+J)28~P-SQ55yf4r>|pfTHbh(Fsa?0p!g+|*677>_MGL;q z6V+|QNmA3}+y)od$>T184>>BX!O!qjL6=>|PY!dF9V22DIC;FL_AKpIIPRYF%SMh2 zXa$yR87d`*o@0#K#h}Q$gNI~w0*?TgW9TQP8#_BHlKak;cO1psZF-4PLw2GrvD=x> z$(&jMspq})GOfn3SdRBUoNNPj1^bct7TBL0kz^#NzHg?>LoQ?}?_0e|lce>iv{>cW z39NEsEv#f&%Z-kbzu(tgFOhR_?I|2y_)5vHl`__})K!lsd%A(%rrPEc(_&KNx1H)L z8*8%Kh764zU3Ti@^-w$oDjJ(ID3d`kcevKA=RHIkQXzr0nWN^rEuSSb}@(*XPt%YRbs z%NGK2tTXxksphh4tT|3C&yt906;45p@~{{5YuddGNDr%TT_L~Ub^|XAlli}leiB;@ zwMq_B;PFL2ydQ8Zw!3R%`saK#)SUI_Z$fZj*m3Nxg3(8q$}f1g9U=Yb_OwdJMIQbv zA*PS0l^M?J!^yuvy_BsPv$Fk4TPj=?Xj}wIR+{lao~zXO8Xd6bOi zZbAmZZ!jrc<2!R;7=+anX7yl$+$S`|bfr z(D!+ZhfkB|+PEjs9)-?$hs=@9zERIXCW#!G{GuclY#9b*I|~)bV0;>Nrh%k$);6}b z;F#2y`$rYd-eU2-wpLML!GM~0iOwsMn-#>OlYfh1t@@I&VTWG z>#g7ZJaz4>##($V=KRv6ZL{lz21_kcW;@j;CU{Ef0)HaDn%{;NuntxY@C85R;uHPP z0>(p?qh!OL`l8aXVAbbycoOza}D&dQoU3{|%+{ z!N#r0ZQ(6bQf&6~sH$46Ci-3A_+SZkQCaDN8*lL%qFLXu7DQpNaia<6&;J|{(5F_# z*<1UYRxCRUv|rp>yrd>`WZWUPJ{7y4K)C!re{RCSO13{Jyl>iQP~7-m8~Fxa)RxVp zOzyzH)N>0T$ng@#?0?l)vQSIb&E3wreJPb=9gT{s^N+snNS%43EMiP;90OXCHf@$5 zR$?hR6>ylj35wq}3E|X~VLVHRyE4*@vnhtwkFtf)gS%`J9{;y0qED|0Oi1c>) z&LEp+vT0sTcJ!{KuF*}7rnyXtGiG{tEdIrII!)t%2nLxGEK~e@-~2Xw;y&0ytT(x7 zt?(eKGi$JgCoXQWf$+(qSrf7=6NWBx$}Nq(t>G5S!p%*KlWwtV3DCoubeyih+l?YZ zJb+(~IW$63)-Q*UGu&GUf3aHb$jvMgK7J}pqV2P`y$&`5DvsBq3B&qVWgAqBiT}Up zqV;S3BtFF-ByJ!3X_=BZ*(Y;52!hcYqiB}ER=;UZ#6Ahw)=t2xj$t_Ivy86ro}BO$ zAC1hv9ovKloo+uhaEHYke)3d1w6cu&*6TnMf&}(C+El(!DT$-MW1J|0uJo z!L_LG7rKqFFm6V%+S=%Ra0YdZ;ici*Pif|G$(jv6)u zR0qv<23T`p^dLP#ss!{~Aglvga$Mb8rCpClT@QP!wz6CdEBpOmXt~_4b?2}j%u*pz zmD1Nzp9?Q+voCP*8O8ra1lNXJOYkkVQwQ&9K>n?D^Ssp~@L~?D`W^=2$`NF7Mb38Y zMkDq&GHWVIQkrBHYq#`&OxztlL1Jk1{|v3gIF&@~Sa__|SPt|adnSdxV)FRv^)!qU zaFa$KKKILsK8X&ba=Xyo*R~mkrQO7g=gA7vUQYKaD)q~Ey*pfH>KinKU}@n33-z25 zxklvdy0G&UWt-02L}@wEJRjteBBvz8x(zM*$UEq+&DF7~5VYEu_rW%;@`Dt#%f|os zCtr;bBw#I7MYD0VaB z&m%lF7ugy-Q$`kP@BY0-5#X*7dv(QH%|luvmXz?QS#^j~BKU@BYm`G1Yl z(QV6;x+1muj0r=!zN2jFOV4;Nj;pLpT3?Uv`j;RRz#(KSH+^1OuyL*bSLu($w^w46 zgffgMbJZnfxg;M+H~^_Kyzp{JeRQU81osdl)ivx^B7(rNUE@ne;4lRF z(xJN-0{+GaZu!2c^oRTfdu!9Tlm|Oy6!-Cjf&a<4VC@1R8+l1{8UEv@zzw+}!7{`T z+^pzYK7I;9*x3<#_G8HMeRuxmqJI91X4ITWAD@~%`U7#U^%-kJIbOfLQBOw)^%Eev zY?|8ZdxDCUT`5D(?ypoFr(BPT#%GK(yfvpfNq{%WqnwiEapi4+6@&w^E=fg@A zskd^@LUJ>^a)GNrAE31s14~oc4N^{Xq}8H+a94!=>SmSsq!%p*5wP`6BItqdtB;`U z@u_>d`VlF4$(#4a>;2h+`iUY9gCG#qO;76z4<3c!{a1V&yP)H<_0;Aq6LyS<_{`l) zN7aq!GkiFK=<`LxWwu_71%+L8ne_QePr@7v_LVlTmDy``dJ{|YJpkd6F4}lB@9y@G zKJCS=IEx?W4hWtE8%FU^i549t z{dcLym`1D2@I67A4Sbe0R^|9RSU3OHRTP#{0I_Mv$sXPUr4Q6_)FekOgkMI=q1j^v zJ?th~L;8h@;G4}gP4UJ_f;D*Qwup*->8f;eL$}&^wVhknK7}991oz`!BJI3u*=b<~ z)T|bfEBa(YC|qFWD?W=h6$^J(MatK$z|oYjwHm=||#V@frlyf@Sh zKDk+`kk2EdPcI?2Zj4IudHa9b&6EJs`YjHr@`R7MY?Oifp{MH?f-%TcYpgzQ*ii#j z9_vXG4C#&s-8Ge;!VXzp!){X0gWWz-2_!Jtx~5cXwn-_1muq+78}6jldK1wyvCzXV zbTAAaz~{HR2)8z}Cj={T4=&qZj`BjiG313H{jv2T-uMJZbnLRB^tU`C3o(0`ldA2T zW<+pD?9S0mPWYe`j!i4$#B zD`#D2b1BGA@UWy@|I4LHFP$mt^{ZbC%)T;!K@<-$v-c70HQ)XS(U*PF8+_ z53!;ldw#i*%;K1jlY4lYtb9^Ih%0-(*2T>1TH6Ny6rFV3nO7lirp;tht+S=SdgdK_ zAUhcA!@#v>R8bkp7bgSnAjU8a!TOAW7!Vz1P(NxJJk5h~*W*rwBh&)YS}*iA>w7;0 zyxaHh&=JH2Z|@Q$xpV>mz%1yGhIFX+H-^-*&$nm+izTbms}o8*m2>W@vlR+Ep&uJ0 z3+;trS8{L%{;7-I0=P;9iYDFZRKxhjhJMKeNNpDfwlHu6ws@CfU9uN*Ug4Zb|C|Hf<+iQ& zFWLW#vH6ONrSHVZ!okHL_XVEQCh z*P0yJ`0>HZE_#<<-Z_uo^_b(et?5`^&BvvZJ}gj3lAQWEdPGf5hg+acDuz`9 zz9Q==6H+a^l?X~H8cOk+#dzib_bt#Ex zP0dq_t&HhIk#Y^dg8fkM^Qh_HeOsO6UzJHal%EF1DOk;96Qq<`oc=uigE2sjCe7|=PXW;pUkT)MvHJ8(Ht@@#haJ#($3mM`S~@s z;d_JwBfGUVfoTBse~oo~^bgCw%s?4+ zvLzp*IIdNvhc0@K2!428R*Fdj)v^qYB!+9NF8s}T&c3f2LMN#eWZa1i z>ssgm8icUr$#i8!^#e02$3@xpv~9<=X^d2$J9(?oQrw-;ar?U+Vpo&6FJt)sX2< zOKPO@IOChX-8*98-9K)MR>8gCnNm3BAs%k3khIv_t|7CAruw1 zb_vQ7w4wzDt*#?NjXtH;8j)iaa-g_+7w(bT(QaFFG}**7 ze?%`}n``U0$SJWl{N%n$_NuLOpqGOT;>zV;e)s+RCk>k_FTTVkH;?ZxbCKtj-jW$M zw>!F2sDxnAX^v~NmtWPPr$<{eQ9GTII`{8}!bJe`iVGr>U7?s?pk3Pskg~8|e}==W zW1nwzahLrN+G0N79l>EYnJ>(&DLACO2{-2!e&bxoF#pd6Wz7HY{mc%=g$NzHz^Da7 zK_!+No{h~H8QmGn4xON;t}hsP;h$15a<4;mP& zS;(m@=!Fz~?^yZV`7?3xQz5~nvP012V5+Ynk{WXSR)OZ^iq)L#U(ON$*xxL@aq;$# zMvF)KGU5~5%Ru@H>`ze0A)VOi6y1DIQ7ygcYPJQwlB|ULL_sDDBbzpFb91Wz+SFr( z*A?uwTf~*+CET@1U$(ki%o?WCCxLD$8cCZXZ#*!-IRnIze5(kl-;uT9cj?zJ9!~r9 zOl4HNTrF_MP}*_cl2$D*eb@Kzn`1Q&TKQUSkv!C1{bU!8J*D0bFR!+1>zj@~m38X7 z0K#;EM2LVRS!$5et4ynK#op4Wn>?c!uuh7*9dA2at6bijZmg|QQLmKNL=ef+>GOIo7LLdDZg4Fe~*i7U6 zFApHxCeuP8-^#3muNse&fw{EgCln78Y^PJ{r02NYjBT1@ArL&m2A%oCoUAam4iRQE z`eZjrhVj3Xe&dCAK>C*4(*#t2f-@8-&}L-crcy$0BVBJUb9Vu&mJ?;475wXXMLlX$ zDpcq!%1azw${d%{>ppaPMw%V60m4WcUT0+@ki0UW*ZJnO@H>C(LQDaOQz(78y+^UW%XIfee+~bEB?|-R_X;}@8 z=$cRcVDEP#BvYF4Gf5%9Gh3#6MLIV%5fQ?YAY5QZC!tcYVyayDYt%W9iY}{-xUZ_( z_?--sk@(d?Ojm*eNBSPdhHte#+JXFaThMh{c#zh#V_K;Qx5)!l%E>q(>@L>lD64^J z^wG@k?>)EG*lW|X=%=OQ$Pl9f4f%7faS$OjN~bjykLDkwTFg~DlZugkGt#y7DUrpF z4yqbTJFW-24K8?AZ?{G*Ilt7XZ-T_n!kV4!bkS_&b=txZZnI-M1Nxq(3f3fWXblfG zciVkwk0P8DK)`T(C6|I`0ckwl0qO7ci@J9V*zPyFuXTt%e@%r2mxOZ?1ub%4;VKGS zID)eby-e~=v&mPVqpWOkiILgJ1rvc!mkPx+$)at>&-=?tEKF-G7lvt zBa>*3v=HLtOL{>B%{u#Q&K|jikcD@%3Yeet>GKJ zRB%X%M2}hxsc%pJ>LX}cFj2IdHcWKr#Jg3<{En?7Akqc2zgZC1)}|;0 zOD0azpI-$SPF)I6XHeBk_e}kk-S@&7@^{abJ9~8@ou<75ERC8yG5Hpg&g);tWQSP6 z;%8 zmRgVoDd`4@rE}>n0qO4U?(TQ@`TpMjxtZCSxzC(A=Q^K@vSHBZ*oU~JTpbszPfdT& z-~FEsKV_$1^=#7nPhmVN;13YxT~xvU$=Znq6}NLA+v)9-veSNgJ>)@Po*7W>|IrGqb&+V~Jfa$Zi&3JGDLp58`pPq-pa#3fB|Jc#lzjNp zyLQZP#^g;`eakg`_&U^u&-&niYk9qCP3MCeufdG$Lh3Xwc{u^Es8}(^6gCPQ1CVSl zHp5rh^XLHHzLXsqDPQhZ>zWGQ|0?jziEd7I$#Pu}#->!mU16~s3n?1KNa^()+ah(z zp5`IH2Ozk%RKqI^L^pg@Pn(E4JmXKC3M{aW>nZZ}fJ7qk$eAjWT!)SFoAi=luBkJv zB5QMheqB@Pl_I44Uo;+9p&<4tc6d&Ego2GfJq^n3{)Ys8nKJ)t+S;?XbV_W69`%1; zm#c{VK#CzrBWXlDFLOOjG$@K1u9*=Y9%@@w*1yQ* z`p{_An>5f!WD3`59hWn7CulzTAl;ZI@ zB-zz~#E)^$rG=W2yK5DN^nvg1uLLFt0WeO^bU>T>e|7b?+ zHRxEfg2%cMA&Fm!xC){;uLPtSI(MjM^{DS~zj9@~gbuSqhka3}Ee%g{WbM^UiEyZO zs=3L3D<}`FG7?m5_l@Fw^sF!SCe0c6#f%1w|ORATuT3`=b{rHk(&}I6E zysnXveD>4^ZKCo4Xj1y47ThTDrQGsD)={TaSSD8CSSa~Cq--b(`ctlU=XC7_g+5;v-3C|iM)mPO&31Mn=`17$Yqw?Hf0bT>>+u#(>u+Bu}jt|ACpFs-Z=PS;V@#wxnNeH>GXI`eo=eKb=&e?&g+O7vU5w8Ov!D zsq-^+ERD^0xV2hRxNK;=X;mmW;I*(q&_w!|x?6v~VsdZ#pP1V%r+RO;p~E>osdKB$Pf4-M^)4BCl*t7Y&7+3`}&dXN%)}FdxF-u-POKu-V z*!gUg&QTDb0X>NbWT zeqK-=w5Aqvpuf;d7tl1loY#DBCs7kRCuxs^IkJ=aISpb`3y(pAsvv7giT^vAyC601 z3X{A!Bc)AQjw;^q5PCDA4dnK)9Uhhp^Zm+vS6toXeWmdAO=T`dWEz}|SmkNMWlB_k zlTj;wHJwAfBC7i1k{3u&?I_m_EdCwxuHc%Ac3N{5pOuL~SVfr8@pHtHsQVN1ReQaG zS{dF916s~2ZI{dMR-Y-)T7?QPptiu@o*5KnIqOcyJ3(j z*k&!hA5!BsJq@EaIo4A=O=8Pw1}Scz!s4wZ{MTA#0e`wS9U-6~I_k6bsE4wpq1rjpkBvzOy zSQkeelQWxlEuj-=DjxsE__<8x7PO{OKvg-?=k1Ii82eIq&{~n~W+Sct>@sp63Cp1( zQ>f%hSz1i>>3(v{)Y~=a{Hji5*A5_W<-j7E6^|6TrD>5cNrmQaX6=rqrH%k7IYB2GAp^DLp2Nr+-G8b5% zD^IwT_*!Wk;h>UF*2L|vF z%t*)_pj%7AMy`d2wMtPs?Z?SV99u=_4^%Anj+m5AO!j+)!%;V?sYbt0)|K62+Q-i> zCr3$4{hvK_{f2mz6!AVajQe8vu!{=$V*?tM1Do{xUHmbSyBWmN&K}(4fz`P(vlVIR zIoncus8}4!yh*cc}YiW&J zftFaEH&}#aNJ}ivm^RT!qEge|z5wo%=ls9|dz4|Vw<F2{Clu)n4KHWbF(8I(e)G zaBj+$a%B)T+Fr{n?p$k!6+VL_JKrP8Pbp=lnRbuI(_@g_t4IvD6XIsAM(9B!DMAXJ z;u0Q3;*?h>3V+{C@I5u?JjeF#dq>lRY)3tk3D@VAM2P@Ts)$n5Po9?^`%U&pd~_cA za+VcFE4c`tCBIv3iT0|Smk1V6{4OIJRO3GX#f2S7LEK@m{ zJnC)tuZ`gjk{+J#ixV8;|5NE)#!bxUTEm|k1y>q8bp?XW*`MTl!8a)pi1Kdu4d(Bf zQfOn_4Sg5W5}X^?J->Lq^|CY*;5$@;wx9zp(;QAd)VYz3yQt19b?|Gfq*Ccv7z~bw z)}fUsNjr46^~(GeaV5|@wkzNiHEXBeb)^g!4+{M8PI%xy>6r&avsQPBzaQJZs~P>z zVrqN}uUQ^H;!La;L9AtQiK)ejpFYA}y9P(;%|&iehCNLZJ%-PJdL&=@%ZWxON0L0* zk`ap}I7Ac!wc0ztS!RiAuRqXPbFEqoTG7l%JDFxFh`-6$IZK4PuQ>Z(!1QieQO-LI z$hXuZX(E6Uz?=#>Dd*cWs1`mEvy7foI#SKAK7$r$+Pb(O5p8V%Q$Gn0lc;_2{-(-U zq!%tNGhxcGQrQ$fZPV&Zn;*#%Jb;nB5Np0CKi57sZ(p(R)qR~0tjK9|mH2p+7XuSO z*!S?FDI5NE2((N+v>FOrpIcGd1?pbkd8sTxs%s**e_n7ocMW_~Jx$oX_mks_a)KUF zZpO`SEwNaw6g7{q#M1b!yn9b|ICAJL8z(iiLe6mb(i`1J56Ryr#3X{Q~9D$^mBgb0@q%cg0>)=_fth?3IuXuSxV1d zu8NnWF)dg+d4MByC0`=`eDYP*<5S+qsk+nNW)uLnEflI(OV@Z%EoFsNhO)tSH7Ta| zrS5rmJBfT-#@6h{-1-R~8l96sWPi|FRRm1^q~*Z%4M3OY^qG>7EJ=GbjRXBjIIx_N zF5y<)R=TUPT2#Z>Ds4omFRi}tW;niW+gdNr=Q2XUdJncZl7B?SKpE&qFF@wX*vVc_ z(7G=mwK3B63mltEO6+R7x4VZDN&A&m@75_@_(G=_Hl*cCpjGA?m(Ri zrkVM3N%tl6O%hjTpW0H;JQX#A0hn9k3qH4A1H_kqvZZ=FX#)&}*v~ z<%*?AY0$+%7BLS@^>k^u!#yfMzcH8gF3gUfAVn<|8_jDq+bR?=LE#H9rc#WnY3i54 zyBOneL?I|tTWsYU-xNEQCSidYeQG=Kt8vm-jOpg>0Fc3-BO2(&oSa)2tnCcm$z=00 zTAWH!jogY^`kbfC{ieRLShlAOD4)uxrk$5@TB~p!lX(r3MRAl-4*u49KRGlYXE}{D zNT3Ke*7FXl#f55EW}>*iDrX5#S+BZyp^b2a)chCh!(Jh-jPXz7HQ1Jr71vVBX*v@V z`q4ON)GMCugkw+>67$J|rTFW%9rWKeedzkCz>jjQjobgf!J@S%?m8~!fT$iool!U0 zs$BYlo@}yx%tG&;o^lHPM3d!xrob>&0!9M2y$Xn;f*RA!;pHojg04(!e_`s|N(OH} zN+qs=9!C#tZ9auj&2Rochhscx9Mrj`Zzo3X!QV8~n?JVSQ}$Jp{tx}2KWs?Zq$rLo zg*WSvU1noHOg}U4>OtK*HIkBuvTf8rPx=k3yINN0B=FLccQ?J;HY%dhM_?DmEh4>1 zHx!H(kgJpY6kEkQ)aZekXQ|bB$e7#7ewpg!t17v^d z@P@)NUWtd)!Wu)bYb5RlbbII!6TaT9j_(dRWB^s6zH~B_i*%`}rnSl^iDjUo9UiG# z9|4(!b3|(G|7aD>EXf=L;d6jKGEufx)aA(9tJuJ$&Txuq9lz_o0{da}%)O2YZl>1^L&71d`M zJ?a#`gfDVr_;(#UPdhfp=qTD*a>W6c8kTs734~B@?x}{Q4ksfVV7KxmjY)ja!|xAo zbs}B3Y$J=qP1tk{Dw@I82*)v{t#`Mr04%(QVriZtGidOpm-e()XuFk;^*GLyac)k8$D%Wi_x0GLWX03F9w=9JmQU7Dp=$71dF8g=&rKIaL{vpl}@gg z25S#1HoencC@#+rK>m>)8!RXLeK?S_iy~qCEqc!wsv~U@}*yBiX(0ua0 zS63ECwPLwda(8(*MbC_r#tPDE@?z*7=a1Zkun^_?7-VylN_FPSx>L82`{FXOq zRNsHwLc7qDMc8fU$J+<>FGchKXy?q57fXK7w>W0-1sWv=(G_YC_Cf~8I=c+NKG_X4 zilg;UH}71e>gTNNrbC0s+EY7MMw*5a!@PqW(^#8keSUMjXdH*3CFCxuG6~hRZJ}%9 zMl;Fa*NN+hhd7>%I5xx4(YKTTY2t*5oKK8TsT4)oMV=B1i4&4_SPO#3Ct186!bH>!r73R&Im|iF~ zEH;t4(>c{7I$@NQGF+#b_p>hktN!CSI6Ly!W7ggNUH@Ge)41Y-U}c9zdz9c=O1lf% zRJ&daS+rR#m3Ex;q7V&bZ^o`>W61=@N^n}1o?EG!DIp3%8bj%MPu3f#LrpKJ7d^uJ zr*2=1Mfv?qCsPuPp(?DV8Npykvd%Rt<}6dMUfOx%mKEeJ-f25)_M1?~n5tVp6%b=6 z;Fk60Ap=8@Go&r^tuMprEt3=`NtF~r~wa{Mt{aXo2t!E9Y5z7X2D-6Cv_gpD)no8n zID2an;~jsgG!n9V%fo0{Ypbul*xPI-Z8bKYM%U3Ru5y(UA5;2put=80VQRHA&AAKu z&`qM8+(GZd=Of|ZpXI$B6OkqyIn7J=O5SFPHuW0Rli~ecvxpHO;K3r+@mbBfX!w8v zX>M5b0%?+Bg^vxZx0^iTJS6C0069%VZ!Uq9>!2Ts1G3Z;Q%m9Pj=D+DyJE$on5$W^b-QH;} z{&KpsX+aSo*Ub%-+Uq38!~p8Nq!?hgdgG~XaYS#$1wMu+Y!xW|#nie%{W6jy%A`1A zXcO|8xOsG!f1PHZ8ZBm>BsokucwcUkE04Cs6U-!$dV6Kk{LzsTOw-2vJr_eXsjB}< zsp!Rr#yBegKjff7!j&;fhVnQ8QxXBiSRc{1P}~0rsBIbQWp3`A79esy6#myU4k0QA z6drwzMGn0>Rm+x7b)GwN&P_aLaxxqM6YR3U1QxPkTKL%c!>@%0>EgKDPkYvvy#r-R z(?HV3tF!~6OB;F8zT35@3VwOfFKHs=)M;^sfwRG0D{s8QH_3ObcAB#DJ_PhRsqOAh z#W&W8or2B|u-^Lm8||)5cN2$a_9Kth_NX521?y)Q6nHII#j}SGs6#$RuogO?Q1PDB zKe)x*_BQGygg&?ml?YwUm%>UD>j$5<0pu^!*;b~Mi|)y1RdS!5YjR4&K~lN|_*9XN z#!R{G@TweVKEB&6y=r2W&qWaid%K=aP}4JLLg$b{nD^I$bM!X@*+8T10%ea!1jK>R z87p|U0i8-^z+GpEzm}MdwEU9!8?Ixaww~E@X3~6bv`0!v_kSBM1L>308+QiXML9ce?mVJXt|9n8}^3Foa$ zaq>YBLe>=Zm;Cw4o)_st9wZ>5& zuV;Z)@YF+?b!`Q4hJD`P50AJOaon_WVV#wNWbMLxP;zf9PF8Tro&8+89akK0=rroo zuy@=%U1XZ0>^YK37MFwABp~uO$1n^&d*KwriJT*-g}sl2qkazT)Y-yNjgpcaU$4NT zpX9!8wALSYo~ylJ397EStvz>jZ5!;HfF6}{xbY_iCVgciF%k9Bb|I=uz~WY|;>I+p zlaZ8l)C5Ay5;wgCNwl3Mf*$w(93@Rjn~!0)dEP?L6KoKG&n7L^4~5mzl2`vmH`RJy zODxA$yg~2_f1k5@+P0%vm}l4{N;t;=W+^%HgLE0Hy^=@`mz^8Tw64gzn>wihQ=Qma z6q<)31Pji6sGw!PuhfZ5tr=cY@o-7KtS2rO?C!FAG)abh~HDh&OKPfA2+&QxS zAyeWSuF9f?Q_pF-zRuRmR)s2pNppcn|1^$z3<`jnN(yrnA8Ukl!9Gj+9aa=utdR?u z5Z4TRxLB}t>cggyF1S$Xa{nd)gY#cK5Bo!<|-yJWIMJK4M4 z^K3$2Xq}zj)#@dg!!J_lAZQfF>aL4Wm)_&Dq5Rg!9G{m~J?uuPwI>{@ABxfL$-)0G zhkJ^+Cl4GYT#@=>MBYoWE^E)6u|{TYRDEFFK7bd#o{?zX)dhl{A-407e4f@taauzI}09Qd2I#Kc=R~ zX;eD|nWXFAq~Esi?N9x0dS$d}w}pp(3(?yte_0LO(s#cG)rU86@KmE z38o)rNpW&LuAE~IDYf`RGC?NN4 z%g#rw;m;hYZ*2lB$1TeewysSoiBaPin~%B1_d6}Y22Sz+5`7#O-F)Nw^R>R?6+t}6 zsahmQsx(4YuIBvjJM*)njRujVc?!3T1oQaQ1j;vxj7hkt`y_&lN055*zRNy7|0-KG z1;Cuh&AyAvFvf4KYV|{q9R>>c$ip>cb12dqjfUZ$*Za@)0g4u|($F8BWlCA|8ye&D#WRRaDtp<*k=qY{(QYMQ57vK(}j$20+(U=&O! z_e)WEjEpEnZ!H&872NH&uX?uW1)sO5y+dWmZCvs@E1X4FuE_drsYDPbYv`_U62vkK zVP`Tot|%&^@9nStN05lG60w+Ft3}7yr+;hMq_dnBus7Ly5A8|%5KrQKj+O5wfRmNt zK%Ionb@=1!%?%GG$5Nyph}N>s{8990jnWu-Sy8)MOqj*Vzkm)0zAr@YF9?09m}se# z&|*;qII6dhp8&M+j3Jf#{94%D+jJ3s~{d zv|x^yb{=UzQHbc4QMYwh&$j0WcH4DLW`+w(0Udx&N(vEKe2~X2Z&B#SN{51t=motp7auMlXvL>Glzcf8MiZp z);B}NXJ7Y|+^*iz&I8^qbyOLYaOlm`H>6NLXdr2AKlpBmhkib|0gqF=#H%>Lx~_Ga zwHr^WOf=&Bs(vH=w(QrxTlv^=Q6~X;>Qq>qx?Gq2HQpUHgR{$eX08<-tfu{Chj;Q! zwCBAs>3L_PbSBcPXV~V0Ynv9ouzT7rEDmGUC7P%ODB8(TUPxLE@MRFOQ7r(ER6PQ; zQ5&s>*EG2gd)Vy||9xyt*^ylR1G9}4&MrdTy;}gPTa~Ic)NV{udM*XNFTOwHozrTa z3~W!QvA&>S#KOH9&UXtRfOGu83n_X1Q9p7G9mx?AXiwQql&DhW-tBE|wp86*iFM#K ziv@%!=TPuhb@p(ThsC)q0t8Y_&b-^fg8Os&H;)^N&lQ;8a?Pah$&hnoQgWpjQosgi z?5H9+rq(KU-LV=~He0j<4_sDFGoT_g|JSBk923~B2swDI`dp@k%)g}*%Z@9^{Vq$H zBMf6JqGsa*F^Stqo~7c4$ae~az#fp#lg9w&jz_Dq;@58e5jNwFcH=hY0fq9ts@trQ z72nzqdi5yp5+^0hQxoWrO;CVvVPUvq6M#{N1`m{+&SWM=q&1fI!L9D16^-cPB*6-L z#%&587?V^(uYQCMxr>_$t`s!~A&)G1rxcKSbzq%}#^8c3Nx;`+2T>dcErfJOAe1XF zGV|y^&NBXnp(@)2M&9cr#P-aiEai_8sD?(won0MIRCR&PR+H26%OS-IwYnUiU7Pwu z2KafIGzxD2eQhV6D6QWlE7LFc#5>;|T=T~F9!u&3p({V&CHm>8^r(h=rOm7GjOM1? z9n2I{^{PU?`KxOzg&K-iv!DAazP}oelR!_96n{0RTetDzM|XK}!1Xlic& z0A^&zm=;qFe>e=(_>RjmkzG}(Nf6|S7KGZuN{LhF-U>HOU9|=4m1wAb4wY5<7;s(n zv7s)WqfC<|c}<{>m0D|2!kz&Wp{lsbz_QeId=KZDS*lAw&v2KeESJwFDc9t}DVH)+nsK+#L1)|;qG1b_CGU_ge~o;cTRnD}VV!7c6@ zO;J*+N_ZfAdp7tJ6^kVyIOZksGVz(9i+b$Gd^)TfCIuiPXC?!I# zL4oWRYB4eE$;{k^es2W1*2P;pRqM8V!fC%Vi-X)E-*>Lpd=GV;t~kSxa9zp|AJClj zYZ^MnR_<7wf2r5>7^L$jHutkM^4YX_Jw5&czGA$d)OQn5zku2(ql#Z@TjKH-0q0dT zfQ>0>3^ISYmFhC^fKb`qP2w+0K&q`9{CpkqVCLzXYCA~gfyJHUdVETFe2U9Tuddc8 zG@!1Rs#Y4VDnGfYRo#6mEayByqdV^mvOTsN8Mq~wv&t;Eq%WN=2J9!e{&y4hn;2S| ztXRml<6ux0vfOUaQi#)+ z5;edA6m)GUa1(yhhOzO+-=X=aY`;%UIZjSd7qB+D&VoJIe)iBLR5$1d(uVwY zW5|s@NeCJ6fu8k~on^PST~g8V%`1w@|3p?<*c4q&qCIt-7M(#SYV1qK!C!Zfs7bXc;h&-gVLF!Eto-@~S3Ujc0oXr&VB6e1B!WAZ?q_M)AM12(*i#-1$S{x5g*vJrK zPlv*Px3<2usE+}OKyvteyOs^Wg3fl8A+C}lSk%n5t8fQOuikdX<&(HDG^vlc!W|P` z^XM=tDW!lG5C0sEt&_CkY(u+M8_@2zgYBA-r+m_fB(I5fV1C7jTf6U~dvDqUY0OEr zz3UnO$yEu8J+pR=haW9!iY=mbCM#gRhq!)Gb1@28zI674_ESZ0PmQeEqc;B?Jx|8# zm%)d`k8VNLedGDCcGu&kO|M!NL_kVeE+4s@K$p_W?N;7YvqHsm2)tZ;CeNj@8N91y zPiu4v;@ISiI(OnAk23wM6zR;d=`BN)_L$VHUnKf5{w#N*)&{2~8Yd22n3vg&rHU~H zFW;FNAYTfn$MJLw{zUv(^=Ef=LtVW|Yo=Py?7H)G4H$p*cq*w8v)zhA5}uY|RFb@% z2dASz6%mok7h`JMpOjB*`pB;Oh-aqp>4k7)o3sgVwOHmchoM6mGW&`je(Ep_<#gyD4%TSJ)nQBSW5y4ugW7e=a;I;vYmuLA zB|Tg7W7l8~JAYov8jM%osNCk!ir2EHOfP@9P_WjrORvABxkko+BPCC3xaHxrg#E`y zLD`9CXO?SL25#VxO#K|# zf2OP2-fAHJHh5duP3j8wTKJ`5(c0=G2{EXRA}Zl;)lSz^y>n|5PGv%^$HO%{ z8}4G{h&}L2^Vk0rBo*dqKR5!Z1z2&M zwA7{NAIIF`T)4Le4IgF#AD7`Uql*^v2TUz6?QU5*pfSof%<~lMUI@CA^b3l)#{qf# zN2khQms=^Z%oZlUK$X#P^p)V6vIO%>5q9Y~OR8RA;omPKLKUiwm7bF;85jDAv%{lQc(^LnTRWuy;gaa0u@x2RLka%NOw|+2 z7av5>>m2I~6!QraA)S<0d0$}cqBaFPV!(R$w};yQV3!B_J1I_wT@_Pw0mgCbiyIwao9kwZ zgy&BWCs3*?Oy;ukLXtid0huHc1dJzIVbqyU8U`3QA~GLqv0cAiVnt-ot(IT%SOoe# zXzx8n?_S0^`N4z#Z6U zpMDI;I=hA8M*;cstO+`d>vYL0$Emr04gRr3oB}5QiWdM+-0u7t= zpY!!stzm+1A=%en_Cq&&8CDMrH0@e0h5G2@Fo`EHl*DfVxl_L;N+ z$6nyhYOpJ`aNf>$%P(Hf-`~M2Q|w_gQ+{bR;5VpMHok>+8^LWzo7R*<%@k)5`fJ5h zrsS!y848<$sRs4cvLn>}vE9eJJgg7W2`Dv}Vr#f99h(3*f8mHjPZ~Wl61dmZZAU@q zy2O0<=1qJqcjM4I4AsGew1YiqGwV3^wKCu>SrtEthr6jopk1MnYK3WGRVFPDSvX3o zk{2Dx12YD2*!j;P-)}AxR2%Itq-YFgGe5rJwY1tHz+ZXeh|3oD-fA_X$RSTYq z8-MR@?5Ag+R{}PAp9dNCgVpu~l9kS#FZaKnlqh_APxt`yJWWewsGsMH)q#3ukzYni z8n!ojE;qm=Ir@H}@`di>9s0B97oN{|la#MNFMHUiEQosk0}%<1=vD8`g)!;GQV{xI zcO1ClB$0fGm{E7wK~l2dlh6_fk?ofNZ51Lub$<2gpFBN&_wwOp@6bV))H$it0P5PxP@_>mBuh}`F~R&@lw#f zW~&n>*sXVgzz`+v??%EPCF|WXz(TWsR({WnOZfHRW#>~q;_y%Im%q3CwMqH3WRhBi zNOs%n8lHRF8elJy&mFv->AmmPuIsq8Iv=`1qQb(Wv~ne!@8o!kuag=-)`ZCoJ-RUU zzL2gFweI*`wnaI1{Ik0U`|ZG}FtwJr1xs$!5Z&B=_Hu*lx272xWO`|xh6h5_Cv(N; zPO_f0hLbhAj10mHGcPjsi~3ffUQl+1?}zm1Ux^>K!)5lQOYuc5Q9wFxd1{#)vAc_) z?$RYFKilCM&dX^h2X5yI1|D&DAKDaf9)~ycf-^wH)e6@NL1EY`fk{`{n!l_(BA9S4 z+smYXhN?kgiLW~QdvmvNTdJ_YOes_!`zH$x0iPd_yCQEAL=#^pFT8J z4Omh+;a4`^p6z1s(^qS_`Ri@$v} z??z5k*Og8yxMIQ+tCNc0-OLWImsVz^BbSbGrMVE=>FZvyPgAvB6`fyQhGHxH?yb9r z79_HDJxWZnkU-j|)L$5oSH3EaPGs<7yGX6`EwbhEl(K>x+YcUux>Z|jJQD0j9=40V zQ$0G)L|4B^wZ*^N<+8=SnF5(m4O1L+P=@%ZlDd+IjBl_|e#k9FU&vP+;eXn#NB%1288V`IGE0ucbUW)Rb2;AFQQkYZd9^ zhTce{M0=%Ukb${o3+}SQkjNFX@nXn>xK9Tjg&F#_mhE zwkw{jhB|D@_te_4WNO>XZw;$_qOrM|){BO+ELombcW=KBXR(*UfLX$ttqP&69{VvQ zT^Iy|kV^M~FD4~T76)X&4bGj!VPHKHb2CTQnpc|$uW>({tlr+v|8m~d(|D6qx~anh zljN{3;jQA&db9a??x64)e9b$WQsGLmJCxp5`{Kw!UFmo4uCfx}>ukrr7g)tCaGzr? z+^eFY4)6KF(uCu#LD2eXm)=8G#K~ovMfQ};xu?u?EUC%1jbKCI%4Z7EJj*_m*-TQ5 z1jrOQ$sr()rDLqe=J#8`+X3KMUi>gJT%)Ob00M@pN&^u32!wd1B~M9<+rLhmfnrqX z`rlgPe03lCE@o50er<@-N&D&eMAw4(a*t`4{S(b9y8N{q^Q*WB*WOO`p5ooUF{m2>Z>?C?zrnR$EzyLJ`?IMNH zvy~Kt6D|E9lvFUpMu91DyQB-o`IYS6>tZV}$Xes+>r&6Rv`4ypu-D+scSKa2we$v< zyb6c;W0DmPcem=-r=Rj1fcHHc?jeysu`sBz7j#X)*{$w$(RM%e;cwC5-J9{Z``!pE z3Nugjh&b8lsZVpZjvTZOl-BXy?op=kYIJe(BbF;Cbze|XJJ@M{1GyCDraYzBo7Il1 znwS3oB9?zQ4q^0xzLq<@_jLwFy^!rJID9%Fs__JuMrRM8*ap_{@tJ)rYAxV&i z+hjYnQWn7$jn;Or>EoV3Aw8)0xDoYC=@Fx20l_X%U^E+Cqh}3o52ETIGUsxtAZEq z^7$F8yh+jz>F7^7KoUWnhBIWSc1Bh^ccg!2ZT2kCvwk{3UCd>YZJcm+LJ=@}J!{2UfAm{Lv!t{VF6V17sb8sP7;JGQrYO5keluU9gHH}ld&ET5<<1UTZQ?Bo1H%08w3z0rkQ${&ryvdU6Ys{0jJB~R zmkj(QXCoIX>Im;?kw{5W+c}1l4T+H&P`du8fz*#n975vKxeIfTmLE;%^L|SmYu2`PTG?d3Zf=>R5IJNClfe7*v3x#U@h%KZ40cZEzusdeE~sh= z-I(E4|108gu^m@ILHbZJIG%nfJYHZcu;j*?&z|)MdQ|Q@r<~38;>X`^Wu9rF4-1}7 zerEDta7}A9DK~pe!E9ey^wz9oQnEaSo8U!f?XJ*SA-N^!(^*^+@VNxxd$|(CUuksb z7JdUN8Kl_ul(ig{yHy~?*$vS7$6B=NX1A4RtW5!~En2SJ_9}tVmubIym2Mj%oY0S= z3Bfzr$>B$Brl&I=o{J_yy3UlcDcoeO)a&%$3=>Pn%xfAH5MKi>;~vM2s!`#R;3ewm zxqpZ)6ctc?@Z#06Ozhrgxl`8~|m{UYDhF>t}=_BsT8vnG<;AF;LUN)hqP`Z{$J4)WDs z(?+tHC(lpsvXxA-G~$!fPM;Gj{i|#={lt_s^{2BlbHN<#R|1d6waIY>`j9@pnc`Yd zsM+~c&QY7Z)G*g|YHlK;i__J>R}HBQ)zn8Dl|m)_i2awTPj&*I8ka6dY5&0LTGZf1 zi~^)ncS$%Ig_YKtJ*wsU-{@gr%Qp948#ohl*27rsrr;w7e&K4XlgH?mlekGJf*C&D zRx*Ho&nVHf$1COwy$C%NDl-CUb(%Vg_FVp@(bc)b6BvYS^yY##PFh}g5Nhb%*L8Dd zGRWU)3150wnUhxn-ccG3yu~e2#p3`}Y*qdEim13>V|b`?qMhNB7;>;1<$#WS>)!3! zn{N4;3L+Yv=m^|9wF|0N|?9na;7Xlp~-d6P}>4 zVHe~i{jU7y!N2Jr&ei@sy#)b5fO{2!wSuf|zlW6U5wB3`u*PcT=KLnST+Xz%v#xll zTQ<9?v)G~JJse`ob*JxFHH!sk9=pPr%?irUX)xM@WZC^TL13o%WS1(XbsVqAkya~r z_qMFM*-D<(Fd0W(o`${q4SQdUq3`NN6LgK=Jueb`*YCQ{L^YjrNzDGhUjJi8#M|wj zB{n?@*Y9DMXONGB2vVb<=$A8FPCbCt(>BpnSOBq8R>M|jAbw=fkAXxNLp_gJ$=QMB zMiCMA@SAt19%%rVsj;INoh~)9jf*`HxV?UAuArx=o%6ifiDr1HIngE+oRrB^2R+@)H+Ed5 z*{a6H;tJ(jWW)P}i8)Z;9W5VhxOBI(q;R4*Xv&gd6 z&KwGDNxC4Ci!ms8WDmcUCp?0Ni>pTaP%q;FJ4vt9X1FdEBwbihIaiM{&u43aJ~jH` zI^t5@PXIF+J;gMJ-!?MzY?Awj6YoZ)>v$=eFm zzm1yum@^E`3^Set1lioII~4I-hEy^vRcd}&#nVeF>>KSa*xFuenw7LqbJm*Q9F@$A z27~TE2QFB82UbI0kiU3%2esd{dlnKhwN1aHFvwvdm1mmq}THgqngpkeU60T{8*?<&? z_?4=ff(KFGt*f zn_a|uEP^&N> zc~kfO8S^{;dG+^)Nn5M!#(3muQLDHTw6bKX(sKJ@w0pc->;nf;5R-kX_qyeNaaa89 z?o!c-@Z5GE6*TcoQ)qRi%Bi8!=6vFEh@5dhlotBSLWxLj{nxeYh>0Pkz=UD zFzM7R+I6_DkIe<#^`zxNKIg637Q=~$hbyDJ9(*R*kGVwRp6?mB8gcpVvIkc^Js-&* z(-i|2-V^fo?3dExQ(n2Y;wXgLmcxcous+|N{NDUqCsAggWoQ(Q8L?Pb22zxQUj=AK zA$6?Ta%hX^i~fCoBYyG5DAld}YF5dg zTC#DK8%MI2WsLs_JbF)oukkaw3?%4X)_L>l)swYU_5C{TRM{M2^M>MMhyP~h ziQ$>i&UUDzQv=z{%?~vFm1oYl_G(RsoR^jURer zDXV3TW&Mnw{Z#tahY`y%{d&ldK-|`CnOrSrkNw&E2G@%3T)I8_OO~=LK`m&Lj#pnB z+71Y!JU&@$PmF66Bngbi;B;VJ*KD%1#;mAYrii%N?b?q(8H zRxM1a*1ZHDlKSQtKdJ6gRQF*X_)1o1g!AJ~Z=;9|z-w%@Rx&H~a;i0Yk~6Cq*CQWU zvcB8;gB2;2?JU-V0BWlNP$U5zqJJu9I80A<%08?9+{zddC_=ymT5 zOcTFsZfZ=}peC}%u;1K>yv~9uJVGn(JDumYqotp@Ki6aJ)*q$RYCUZHAW;!G=TU%9 zVXZffGCvuq?gVIC2P};k{_7~`5|$s@=8V=hYlKidmm$NUYwk)Do*_lHjnn zKJzeg36Q$huHUYNU*&Jwi9b}%{}e~m)e=_6Xt!99gy>=0uB0E28$G-nmL2ZeW@cuQ zIV)Yfx}feHx%9~oznA8d#v#w9d{+1@Lk&OSUUOY2%De76@R*Boos}!9;`8HxzTu<6 zyFT<$qp6C=25KV2K5N@|uW@D5)klKYbTu{@5v~;kjYc{kV*3`tpWBS@54TPD+#Hv7 z75CNofrMA7gi{{!|Bt0>aEt5#*W2#4$hK`ax!Jtgwry{2vu$j)ZP%vBZffIXP3G-) z@BIV5=bY!9_v8D49vHmQMy5GWz}FSH)>Tl1v;YW_ecZ63*K#7U+b5D}7N<>2iMCGt zMnPZvLBX$oz`Whf=>9uScVv;B&9~AHe_Ku6SVlXT!X)8sFpGNHr^JCo^#Mf9yeKOj&;xQEuNUsMlqrY7Q4_u~9Ub|1x^V_x(Zb}-)nxcNXpcM^_C3SG`U5zoB2 zl$mG_IHI()@jHdu_~{uV4T9(TF$?ghjUPSAK9OY0^_Ltj$frf|iH9v5^8{-%O&RSVqNZ-vkB2SOaYXFpC?wvttGdCYAXOWGyBz5< zorf%gU%D0_Fy5>wy8N04vhOKQ?;;y8Z}@)*w#R87jfGMEUFG|f$v)A+YQ?Mh1#P2k|Jp9kk+ zsvBxUf8ufT#Pg;7oS64Di}=g0H#S(tOX=s?A8!|aziZkexeh`f81L)Rk{p`Q2-MSfGqi%-$oPP*PJnpEwS zb6Vj@xvq9Y*r93VHhV#<-WL1WLUh9^XidzkG+_PGb#hV2V=0&6ci+S5GY~o4lvTj_ z+)4Eb8BVDG^LX3HUP=W+?Vwvm(uG_CF0wO|-=EIN(AnOf0Wx>dcqdK2*!_+gLI z5+t=D3H72%4C1yJc}(dmc|X|M^ev~{Ba(_I&HL**-DFF=0WV#2wK*DJ=Vj^DQwyZ{ zeXF}rrPsD% zFIL398<(sG@W;Li*f`73AUN8{E#w?8OKPv~11&QPS}IXQFp$(cnA89}tc5kh!Jdf+ z<#=ZJCVVi`ts5}9pO%j)ZJn)msMiRj^-)vQvKH=>-Bgu-L*HzVF0N3gDh zq!K3g<0T95b9_b6p5F`U6KqJOHX5EsQsgpFuk0~dU-#3Qi}};m^1efef_kYjaX*y_ z`rUoS(OJWYCMwG8U59Vn?y@f@lltpb@OFeE5;pK=u$1ykq0+q=^hip~|^$Ut;4*j{I!w~yWAkEQtT^`^V1|L}eC1|QHaHX;;J@Q{@ zi>~h|=IParopYi8kkc*ph>yu=&$ErkUTvFPRNLLQUQ`7_=mn|rIa|cJ><_u}>hHB# zpGEMp|Jp`Hmt5Z@l#m_29!`k)sP(F0U`t8oa`ZfU{{8V)(AB&u-(5nEIswdJ+GB~_xLZFLA%U!;Sn@a{yh^dY6dsV~sR*~HcN#lph+3(Lb+95GT& z7TgyKb5iEXN;_sc2@;f`i7FHdlZIO7xnT1P)%?H24k16kpo`itA6nJKp2Snz_+mVT zXR-TGIQl;PO-~gE2Q0d*rghh-U3@bww^c7LP%?EXH;Hq@o{NMuDy3W>?ocN79i^(C zKBKTpsPZc&*t>pw2fE2Z(MqZ(g*eY0>=<1J&=ZXjCPu_x!)Me~gJs{(_9?jRW za`Nw&B|^`-&Oe)7!u%ZK*Kh)y%P254-aE@9NgfDxtc#}+*2H~UQ+Rj>>?E>(FZJQB zq62u~Tu1UMYb;F#qMfdu0sOh_Iu`_v8J_WS6{Z@Y&>gxs*-uv`ff2t zDjSF?7$!p42OZlx8GI0MAi}^kEK(7uz(!D`7m6?yf{(>VA!EM7;oL0Y7-1Cnd)W84 z@QIgu6GE|zohIZkH4z{5&}Gnk6IUmrHlVwb%96V#^T&J@PsW``eb;VtP^ncu&6#*n zzR2e}Ii(56#+$oJUONVSSml(Cr2yI2SDv<1(RxU&#o$(K6mX<*P`eWrpzaG_epq}^ zqp5hrYF%5!k|ny58ecu8<-XE@yt<~+q4%LdxFWJrC0=Y$|G=+=4<>T5A4eBl!rJlH zRIRj0yT);KOxRB1VE3v2d(JH-7ogRxSW3e4LmE76|>Cy|R~|@EE#+ z?I5sbcgu`c=QA@FEnhy$cF=_BTf%lR*!eom*b4qtjMV1}__4{n>r`_?@CT20++b6U zqbyx2ftb&}{-&}b#9^t3bRNHHhCI(%0n@E~L<1?+DDL4%UyM5MY2d2nYKu#Zp36-Lwt|DXXsiM4K4S?ReEMRWonxLcU_D2F;f9mi3Ltyi|TV zmi3qWoqeGMALo-veQ9J(0OGn-W#} zlV51FrwUjKn|hZnoISnf#%_`wVkqj&eL5Cp(4{jr>1?-W{FfISLeZo&dBo4F zEdDp&NR4OsEyt{pgSqPUo&B^ufMJA0UiI_`0iO?Oe|lVd4*`b!S=?v$hx}7$wmW3B zd`Qw@of5e;^nGR)X3dS;lag=hH0!}*nCYJ_r3y$9dbLvrq&sf)F1lsqEnnadacew$KR(c2Y+N?1@%-K|od{hR<)_=fLj(w&=5ToT6TvTx`6L8vZWM841QB1s7bW~q zk(ZphG*+A{5ohj|dpEZ3eVSZ5dj4}RC;1?S7@if#qLGXDsdXsf@8rd8xA8)yLgxyp z7Hm4JX**9iJHI}j{xf1}J9GEU!3SBmFv}XRx`fydZq4A<_)!MsKMB>aZ>8{`?7@pP zSbSP*S>&6Aidl7!L`IvGTB?;VoRrQb`p?Kz%ni+NxL>Jo-87^EDCF)qX%c!#l73EA zGu=~*`_fI0r8f2d>KMgcFla@dzYabM&AxH*Allrw0mAPHU=PdzdL&g2$!tdb7|kcNfme7@7Do0@1&c}gf| zWb2NsHjd%*jw$n%fpQh|PFw?Pk%W!1iyw)Fnp7)xJyx1$t7MG^9 zVA04lyF1*rM3f;-&0&p*!JdnHhcW6W>?=Ej@fKSmUfWsRJuDzs z>@Nda{yLv$NU&3Xr!gDL-C(qJU-B)H9n+$6W9yvIMcJq2pi$;V8&iZov*aLvxS?q) znct1iymM2`4V)t+J+3Nj-X`3I?cy`go4z?HDm~6InJCJb{K+7z$==29J3u0 zC1TwR#i#{%5mLDpalt$E5i)k!CWNkn9vezP^@jFsYUHq6tq}oIv<-6PYwz zkXhZ$Gqx*c{gC>I`b%DPEW&&5Jvymlp{?&n-Ee6pydKxj0vxNu)zwV{&}z`!KmAnt z<1n?{Z)wQiO}^E6w9rSDD9{99mu4K(Hw7W3@&U?04gRmD6?Dh9`z4?!oWl(a;dn$n z-S?f>r-G7z3%!XhWG&3*_ISml``xnl!Lv#mN8gR61h=O-+r58jJLlOx5nh|t+CEqd6?=3^(^H2k;Yt!oBEeUeA+U7)#f%e(h;rBgl%{$?|_PJax-iu(dEqD15-67D((KS!e4DewvvU`|oG z6bOOolpd86p7>_hg_G_Z-W-TBUu4lC6L0^eUHV(=Nb&Neg&c#`sXr_a-6j@4x)=oV zx*NifYlq`3uI~^Oi4gy|aR-3fR+6}>L4HJ#H4Zr~+jH+Sd1azB$9}L?Ur>4^sZoqT zW&2jV*MLck_E%?Sc(_|1N6>Y35Rc(2v^o84gU9gIOCc^0jO3c{6tpU)Gr)V7;Q&>1=@ZU8~jXGaF4KdyWZ;V0-}48+!0{ck`~rTE?i=TV|s}1|PT_HoU*a zUD8b>&i7;vNWiDe zq*{LN^mkbHXf5T$BYs)V;1Mzak%{Y_+HC&PIB_}==;(bLmd1DN`+Pv)0oHo)DhaBB zTnrg!KP}Cva8)_KJEpfUAT@2%g#}#nVFb^nd?i~wR?eCNHcwje=E`q)ZX8-Y*x%`f&~3PZWHHxj#H(dbh<9ji|{aUti&B1x449fAsE_^>&*M!BJ( z|JdLKoBelBPrZnHG^Vy9nLWvYe7^BK6#oHLI!6}~tq+(14ft(q;E|ptf-bLH@rx9u z_aq4QscuxXqpmbp`|fVT()qv8&J>o$*tXD^8gRqULy zI}HJlw#WmjUHn7v$$_!G^Komf+xevPy&f*Syb9cp+cku|mm*&UG7cGRS9LOWxW)*&x$kbWDqEHnFreR9~_pBSHDn> z2$+P0>sTN)epqKa#A!6lR!_#%h5Trl%b5L|OIchLMRdHnS>j-s)A=)DGhz39?fa)v zu{zXY4QhV7V~>xmo6}4y5f+*v)?gd8CG8PT-ra)u?4uT)f6u9^F5XF)hd0`hPumi7 zXq_B+Z~hz_RXFr!NF&@Mz{Yf?QaM=8ui#>BiC|yeb{+KrG;&acAN+V_3ia zy9xG2LhDz@Kzp=soXcgfeeUq}SeYQhI*9$X((yjk3yXj}bF+$#((*R^f#t}M(RQ_e5EkCg#E~OQt zab=wBH=yOHHDw2PthU^m$NsG&nqxSYS%Lp?F4FG9d+doTK|Ub2X~Lr^hyOC7&|s|B z>^d?u90A1=Hz)l2$8Bd4-tW}Rd#veHclm?&=lQ5qSHaCmadXD0L0;Kw{hLl}tP*zQ{FL-#l{gZn;rLWzUd%k=mkSABVIU&BeGk&Kw zYnS>*U&MALorCKq)y{ZY@ru_x68-+HCrf3+I8x2iIdVY(=vF@DVdXI*V~vYcE{xsx z)i{F?bX%Fos>_ht`mbZS!{+q&(#f}6Qh9*|j{2^?K1RiZKaQz;A#LjveIIus2OS!l0+bGgL;jD0YMrQ8{z?&DR%Tr<;DD!6~!0 zYA*uy&>94~q7%9QTOnC{p^Z-9pq^wFf`)|Zl0cQ091bqGhcLIUtCl8NSHC>`Q&WdG z%!sH9P1N1FZQ}I7&p4hVdmR8Qg&Oj&{ml@6FA&cVOqR!xsM$rKhVz&Es29g?y=rB&SDJ0Wk-Ssa ztlnFTOi9)2l7f$oe#WfYxlgdF88*%L=ksuErZzqN4~+L+0LA_9J!{~91$Xc9M=4U| zb0&n#plVKudO`Ari%+BLf$8gY%qk3*STJjj_z~fRc{#tfK4&%kd>d(f`8CJ# zy2>zDF}azD*jH6P?ry1`4Sn^$UA#xxaM|;Tak_>WsAU~IYcYHKT<>YF{NZir(cfbT zedzk+Qa-w6OGl*@%u@H_kp3}Y>_jIoO-qZh-a54o#nt+B%6Bm{YcH%JWeR3Im#*yk z2M_ip8YH!E#W3Zm4uDDJX%P;~8gbFa0uLX>W#)Q+K@+UNw0;tdN(5$->D>5gzJ3#$ z7Q(FS+0Wre>$2#)!070UnnhjMROG>UdCgC~eHg;0j}TYr9$4YSL+80vo{ZE1jT^tHw$r{lH-SUphE6gg#MH{>ESn&vV+*Mpd z4rJ^K3U{PirwQ0k_`67q4Cg!6KvR_bs8LUXQ~O`5`(_&3&t%*q`~;_RcUtH=$`p?( zS}US6Skg?o<}0CT4z}eHqqubgP1uP&Q~ho}aMFq+IrKf#BP)$Znl;T2L?dg4|mF{5ZPnnzk@?hfaJNgy^#M|Dm%dGT4f#9q&jB#m>x<8WE1Q$@e|)S zZ*G?^PdwTz&Nxdbjy`UUW*J(8*~a;|9=nywFhFDWCC5!);N7+Vt+I$D(zM_Cm8-EQ zSofFE+K4ghOb1JP-%WjuFgsJTkOR0KF!Z=Y+TV*JimuQv+e@n3 zMYp$_w}m5K>HoWT<=CfSK-FA;(8<>-7h8K8DtK!9U!23~z(n^%$5gEyIe=z-|B)7T zUr!iLB*QK&ug_qr&f`%n`B(Wi<)gScB~VW4H3&N3l$AW8TRZq5=8)1|`5P|^ub*4E z8b#2xufc}N#QKP1!}Q@4Z;o)J@(lXwThle8IeNmI%iY5Z8Yhi3v<29@9WrQZ#dHwp zsbAuJ5Ha!Mh#^Ag{TJnRX}6ok+McWFeDJE`Oml=NhL~T;lT=2LE_GFrpX>fWibds$ za{8NIc`Z=k(Te(_YG%J$A4{gsU(6h`BI>C9{F3zbnR)b{i1OFma8dLVw#cbNT}Roy zlC?0ESn@HFQkzH?p_?bD>F5?FSEs}2pP+?n>o)bD*TkH|w;BxlU)BE^=oSTVqrpd4 zk-Cl_2ld~fT2#`xY;YtvsfTzWT@uDL8oU1e{$4=oqX*HqC))4##-6>gP63)kEHCFl zk4wSctT0Gl(k_E8>gh)!?(#X|cD^>q17%4v-NY9FVeo}yB4;N2Q1dSfUw@2{VKF>~ z!B*WUe!J4%z)Tpb({A|3^km9sf7b4SV#YD-MH0N%aw>_=MPkJ=_Z>_<=1J0`4Db{K+`U6 zoV+6}L$bI74YFg$(IE56_gp-6Fd;X4>M!ig?t>~E;el2EasLjJI9y!?XENV6bYP9N zNs?v*cYR%PGAt*qp6lI4)8iA4In9wXuQ7ke4Dd25SULfMz5Q@+w^qt$D+rKXw>U9Q zvl$l9&STfyB~m-)xC>tB)?20M(LVG^7{2Y@3D|G)lVKa3o0f!DXhK+-g#Qr=IOxD* z7$2uA?O7yyw$0NYrG<)+XNQV5r5$|N4brz39r7j_0uMA_i10O;an5(>cGdD%m$G5kW-A*n| zAIU6O4!;r8SxuCMlJcsX;IB(m2~PN_#NN_!@C6mofIT*_k$x0^Xp)#yfZSrE?OO^< zkIB3aHZ~2)c-%~({fLbPF8U51z~~ZwtOmi828TFNE?7<%Si2dyX)*9X`>KA7`~;yl z_^+>mmjhZ_tei64rV3k-t&3&&Ig;g}N->iVhV#e8_qH*H-vFM%(wwBW4o4E21haPXsRC>@H%v;!{N$2a9dd#9vIaQ(G!M?$9p6D!*wv98f|{9*W1y$(5X!y~I(dYHr|j6}i_D|ikG#*IjJz{S zw{a)PeNF`T{EvXa&-sXlK8FIt9N2IwE-+@@0+`S?>`dtzTui3x^=F&rnG3BR*JZ(l z+%KTm-f1301M;Z5yBUISYN#vhc-P+F^@P3V(YvHw*D`0o@lTiVwD}+)<$qu(6(Cha1YYhO}%uCRo)7W}Y(Q7gYvtdB~SCiQQ#t6}bJQc=`@o&8Ul|t~r(##Lj}0a4Yn` zggQ`z>?5HmYFqZH7P2K~7bVB2s<6AwDKXp5JR~ zVrvcON9^pg+J5mHU)J%XLo?|^FOLlS250?|&-OEOOg8Dzq*I9eNK%SJNv5W4cc!Z` zk+VI5#BET%bIo8}@I1Ki^4}A15H}S$>s(od0`8yr!c*bHrfdT^I{qr3?ZKtbn3eg1 zZY3s@?|Gb(=4AqURUTI>LqXJO#WnB#+w77caUL|$1ySN@jZEmj5@5}sr>$P`MGN!P zPc%pF1#3g9yj-n&(bRIOZzY}|^vgpeTa+e*VO;Ltrnz^_VrvK`mwfyf`QsLO9AB5V z*DbO7b(b>qIxwu#)HnL~8BXuZbW-O{jZqvn_x`!w;awkJFujVaUf<0HG2u^}hAhLI zhjDtWHmT-y)PT#zzfLp_$|Vb{5Nfd2y>RvjMeltd2gXqxuYNF(ou0s~*tc%?OSr<96ud|yUB1z$tjd1s zever(NJD@wbb$2bWXbyagk!~wxuw_7?xOwo=YDS%Owq}avEuKG^ien0i?)$hy1xcR zTsIH0OkOOIGph{IAxlG^4f2Ar64WDWLPs;-Yciysk>icjl7`el@I(`x4{b<3?p=S5bvi4IS&Ph!KoOe+J>yB5WIZC|iHvoNc-B*eL^;s$1>!1KyCG zo1Pkq3BmN;r`o9DYXZpP`@G9N9Daq%j@oS0^8;ZRTsZQWrw4mXtxRW%Doe!$b(E?G zRmJhCO%BmqM^+8FW>YJNJhsr|6!;xYYSz)i1wL@^gsx55n&n_v0W-dc2`u2rZB>ez z4goRV?j?H6MuIl+aFaA z_LnTMiR)wz`BvI~`2Zfj%cz0NW)V}$?&}O8>%y6B7PsXxh8x!zE|66J z_fzzyP~xS77^~q)$JpHRKJ?>$3GqqlM(qqXpxnsZe)+%D+7u8TK3j-C^qTUq-!^-! zSPW->4z@XsIY5I5ej^k+MrDe(O0NSF4XC`Jh!?B(>wd^W`tfU{X3iTa)}>f7x;uWg z)qaQ^vCo*T$=Ehr+8D`WIH*j|4mNfPR%Cc;gE}hb&RSg3ERh0KvnqXs2P1HXgR(`M ze~~LRa=~?8e9`%R7Jb=n9phI=c9rZVb-zt27aQp2|3#SFncQBI_L-(H$kkg!E+X%W z+q@mLeL^k->~P_+)D=jl=Z~AigUciDTAorLh{@u0-{U;n zqT9P#Ui{~D_xq_f-BZBj+Z=Jxbw%k-LA6^!exJ>GqB2`gVX}#wq}GA@B&}kFn3iI0 zVpWB0Ps<|xU_+d|4z^)^wOi+Mf8l7LvL1aYEe3mGg?3>|@8~IsUAk;pSayw@hLeRkMOarkF~;8SoXN8FbSdASPd#su zy5@DWq6D)v3s~5-BZ_k$*z_b~2aBC;%tp72aC$jz%$`)}d?}t!QX^u?mR~g`#!5u? z#y;>%64}p}l`H?IDbV)97yL@L*L00UCt;^y&0ofTQ*QpdK)kWAm-c)HECqBIJ2@nI zFyQvmYk37|Zg~BKk*=$nKm;|7-g5dZ$OgX8X~>%*1$OvQ&M%)) z^50PtWq7l-K1pD?o4A@&-RYa~?o9j13iY~rGvP{Af}eh*MQsvg*8a|RaOI0IBm~e0 z3ti(-V6`$cR_6Y^k@({N@^?F?@@!&P?tjx|ypR6kXYgO2X6hJ@%i z%Oi%ohgYH^14xHckhFjcFhGZH=6pj9h+_dFSR&N@^KgI%&iNoO;YH9d@!8ugkgl|O zC^gbuhk|u~WIl7Fh_b^QoeHG3q>f@(|79LFe5{11SO%NFOs@QG;v;vVM`-Ef!8+(y z{u0zN@E%29B$uE*Pef6RpWd%~-F0W|P|z4C1nn72S^jEKzfw2M{~!N#->zh;bx+OB33=*pk9PI)IJu zlmAQzOvoU)1O{BkXQDgU0T22a6C$xil6v^yfLZ49=QahPw8@JmRitTy4xRLSZnlX~ z9;?@1yGqK~ba#N}W7ycHh#Hz=H;3mQ#I6^yLD*l{h2kkvpW9lI405-#qMY}$d+~Bz zQwZaY#@uqo)mBvxkHM=>EKn@^@r>PQ4+&1wGP&ZYK?r%G7S0B_|5rN0Ej>;GR8E); zLg)%lT#6M)^&0M~)ehgW2Vx(gxif z@_P%v1aM>b?lyR-FddFt-KnL?DNdx>L`PSQQGKdG85nZ_Dvn@_F@%3Mky6AXmXYGL#0gh#X!3P zz^@R^oaSjDe--l&$D9b6_ud_S=7>7!K4sYv)9t6q} z1Qi|0(nIc`ul`yqTTE(#qf2L(O@8+lAD+;sI8Xm0mHY;r>-bFBcW_5+BY#F8UjFlQXq88J|yWgS&~q(w^Q?f69a_Ig-F{yu1%o|nT@?}=!t9yaIyi!I{M`H&ln zPW;o7PQ}H|F|H*s33=-3SUyb77czBeJhm2A3JKqeSn^du8)cd~{^;m@+y3+YpKMlj zB6rzjhj8iqlBO4}?eS?p&Y|10fvU>Txofjs1{!5v2w-NqUqO1;rqcdLw z%41q^jm*x(z7%gGG0Wx!!Q?{?%N8&W4D<+B(e=1O>|Pj{;BZIC zpxh?gPwJPGpKyTB`d>#cs*^FWgWXh(*aMa1bhbReU_Km!Cf1JeKPv_3MGn!YkUc-X zdHpHbNq)X$1?u^?8AVBcviyC^?b`18%xe)J*-)XJ9fsPdgSPVRufO|%>K{Ir*0_9y z z0ewNvB9RQ}JOWG%y%y5o%?_zQp+c6MBIv%b?;N~02*0{@lyB`-Aj6m`BF2RbsmLEs zBZg4L|6oi$pNCBj*k8hD*ZnqO|5_OdA zn!||@{QhcGn+Ay5XVPh#1}!3vZ30gxpxz(>NIK-d2NkT>x>=})rd^Zprc@VYiOn%R zThqvsBUEYfH5U}Plx0(Ua=w{WO5!2I)CSy}RdBgvdV@leS z?xru67)&x-uRB~F+VZV%n`JR`m;~B={lli2IlOXF2W#_1GJK73v3r$^8)()p5a9C8 z?NNjD$AVSMK_h$=ev#RB;{|1y;`w8+Q>Imlnl}l#^%feN`QyiFyV^GmAVV4NDtiY# zeS-5GklVYgAGl~0lq$gkR?Tv^RCCuHa@84Vm~lB``M21LJ8w#tZ`}>1+SPnCSA~an zA(Ptx#%9ee{ntBTFAVt!uek0fQ^mAuRhIcjI_ zW(?MS_ItC)$knU+?%bcn@`ko=-TE-tshh|1-N{`B2YOAPJ-+*0H={(KP=ropOO07& zDP!`FzyCwe$>PRis@>^LiQTEQNz3gyl8sxl=NdZ>3J+1e!=cGc+E|lgnz>#39$8GW z^98ti`k6>gvIlt)5=H>HweZlveTzPOcMF`gsuhxF2lS!hIg`$pq zsnGkv^^gEP7tBOEcc(7|g~_%aC>2`O z2X=upTA-_~WXGE?4HL@c!gHo&wx^9$iX{y|>rcO$AU3Kw6;jRYF|P#^wrQKqrW(vG zr6{M{9(A=`{l=cym!I|`Fwd1DgeSfKsiM^H^Z}3Op^Q_b5dNG0{-j?cgW5hzI?L3c z^Nd@|F;0wu8Y{BA?QcT9sfBrjpsPcrrTSS%``M}0x{o0F(99B*^Cj7eoP8coxtyNU zFw`%pxSy62+l5@s&TISQ2-xlN<};z3F-f&e-wS5p&9jn77jGpwuUUD3*UInR$1mP= z;X@gkZ%+Mmivx-OOX(%teAhj5-9f}#F)RU`A_>fF6!6w0=!e2=+N?#>4R^-a9H%ar zZa^jF+$(z*{O9(&%c?_Wa(um(=zNCuJaGoyQTe@8V}2)x zwMysFr<$kk56h~cC@smC^95->8%BjQ#}U9v|8Ta^8Od>AaLqjr1V)ws3JDGWc4xS3x^^L#6=Fzge1#sX7%~`WRlV{ePUKMA5A_smEe} zS{&ga`D!)7CR;IPln~bg?%sh-C$mbd;jpDlU~O|WP176QA+PB+J(7dalpz1Zi{bN5 z1KIZNv(DeCV0kJ1hwkXA>hI^(3Z*|`cMf*XqN9SD97qp7Kb#2Qb#Qec{86urqDK{f zvs|02PkFp6(<=<-s!=W&GNI(^Qd;0;4o>Y-BgWgwm{A$P(ql1; zy=n9bK1|da6&yE`SGrFPy6|Bm<$tf2`{7&h%eOd{H})@?_3dQuxxu7xjcCBT%%590 zNmd?Zh?xKiXpYw!y%(i4Uo4AGG&!}~lv3VZM^B<389utrkxCE_2X2z~8fz}XP3444 zi3G^qa7|nN#`iLD0pr8em1Y+Wl)+3X`+eG0O`W5L7BN)sKKk{H2vQ?D9!D8!#=0?F zaFHa3PufaaztN(Ey(K7gtWl}{;wN~()xRNJm;8!*~rOULjO2Xa| zSf+(bN0D*XZN_aFFS<9RQ3kHsI*PgIR!N8j^_UR9^{5Wc`cu7|ML(V3T)N`-ec4n> zOR$x{{=_K4Z1HpYYPRaZHbAhHzM;?=C@L%H3{z(}AauOA#y+l1oX=z2phdZjk^ zp>jO*?{VYBbtOu)H*7MJMd5H>vFTpyOY^X48PoBK4LHIfc1XQgycBqb>Smo*;&(Z8cTn4 zxICvFZ_F30$hOUBF5-qyFZ;E#EQNgSvpy-9Wc( zSzQ2{u@t$xAa}QXA4was78-6#UR@tV$aXRWBKgG9nQjWGz@!7c=Te&mRRhVRx)0f@ zL;VJ~dTjT!%Z^=emoP$7NfFK_L$IB!ja{ApmOZuB+tPMI!72W#+DxKo$)a!7^1ZK( zl@q?nZ$xI!&X4CH@(O+pH4J_Yt$X1n3jnXIm8t#u3xZNFf15a8w$xDrPq%AC1e{^! z+ZNNbpPLp1knz~wn#J>4Of^+msA^UY z?JlbOKb93;7#DQe)Tb)+ykEq%`W!D@(9!p(x3l_%o$7ngWZx1juVM)YEGWC+>AL$* z_7Vy35l#VE6!fGl#|@~dFLV%o+4r#$lQsszOKD`T^j?F1GMCw5!EY3)2*-6TIPAD} ze#gCw8SQaQPW6BE1*d`p4ox0U)2mC!Z1iNu!jjO7aD*D?akE*FLblxaN5Cr7`yt4g z!uW$NJ5D>82scZ1L~YdXra(GI(aTw92x9V~xDpF9>LcTU*d-51RCD+UYiSvMYd<0$ z&(=p`)zQ~OmA84%W3#)e!bkl&rNwH7;GFL*x~VhmsBGxoSJ5R)J|*0hZrL-&#}|#3 zIPHh^PU4Krblrmwj`ce$b|$o(-oh!m=4|{Fd8skV(6yO31nk7ZkRynSQ%a=y5E!JP6^h0z z*&eofZ4%te49xTIJ-t21n1^PYJn9cN?%3(w{N3+Md$xjdT(KRxthCU5_-z>CA{s&% z8txW6nPTd;d_bwz0~J+MdO5G3hdBM_>29n+v8nBUqneX#6}0ykTBH(Zf$%QkD%>qE zX|W%DV)hGnt-m>D``IR!qR?Z1#&z*e%_W!SqfDZFouNnSqsI}<@hLUdC{n&{*qwO& zy@G~~^C7=Jne6p*=Z#u%IMw{Qt}V+^kldHN>Jp9}?g~}RIrn^+rXQbAK98+3=99@~ z(|<0xtH0u|`RA8U9j3m$GP+{xzd(OnG(u_5}$pixE|_|_z;k$BLCHenHV*!d_vco~WOQU<@4`Z<|-o<37=iYQxKTi;f7J4aeZU={(xZf}l z>fPX-iC}M=9lNUt>XcXiG&hKE#p4$-Mn^_taRc&Q2%s zNs*Rl3S9_c?k3dHKm5=ceTWWZ+nf7&7H|WoU(;ibwaK!NMDKE$u)g{3|K2V9-h~+t zw#zZnurWeskadhINa7v2QmjfnQa2F&?#;L>v$_4n;kVMwtIzGbs(V&y z%JF}~q<(yQ<1-s_1@_Oh6Amqw%N&1o^Dt&Thq8(hd;a7+&L2CspAFQsFfWpVnK=f? z?rsCwu=Y%@v))@AfNmC;Qh>6{HdX{;-Sscb3=->6DbAs&+nRwuxyEa)8#(9E{)l7x z+4ZrSoLe8chyfa)qjL_!fAh|if=aLM{C+>~k9{ff8*f%>q>{{=EMI z4`+XcU+Dekd+)xM4nnu8`tDD<)QGfRZPuCPg9}tx@;d5Rf zzT96>Av6iEU9cO{+R1`WKDT;$zGV@w>U?Hpv3A{nS;btFZ5c9s+))StiT41Ydc6A0 z4b`O{Qhf0*kF5iv4^cuRkO3%SolZ6=M0&TaMD?2-H9K9BMt6;%N^SfKc@HfkJ4^M1 zc|uQfFOo0+zsvQy6VnpxyGgQ!5dX5%;55j17nsoO9ucAX35=~&6-z92Nx*N(+qEvf z>|x)SEd!RQ$@T{G75ulhO9NH~rhadB{eXpSZp*sL1Bv^SzX29;U*Vd*GbeWO`tFC0 zfYz)l4=$sej|Y!m;Dh4%Ep4o+ppTX$$KCm>(z2Op1gZPti6SlobO@9EA?5egY~&yDBJ;C32LhN`+h>4IRBIfY^`$j$1!+f?Zy*WDIGM&B1zXn94G25zum}RXmc}3p|ZaFO=a6E}GPZhw|_1dwptC$^a(nj)- zOCV2z&4#{e#WDx`kA?hue#^Wu)yTv`4V9UraQMgbzWa|vMsMnQIi7-Cbq>1MTOnNJ zvLA;*q^r-<23va^e>rUq!Qn~U=`lY`j$Qs{OLmIL1=zMM7s<>jqFHDxE$QG zch$Yt{xdaxd*%IkvdZD(bNtgW;(3CVn`x4aRhfo$ITQP&VbYTPyiE4b!egin_s%0S z1gEK0#V7H&U-Lg0^i?G^;3ww}xEe_`uXU6W(RWNXgZMP?zf>FTf_BrCjN{CA|2%th z`KBn9zu{YwKz*Ma4aYR1pXP+fgJqVqDtRHs7(FD!Z9A|XbftbQrQW)jE7#giFC(Mr zk7lp?ec#4kmv<*qs2EeLr*I>F`O9F>dWM~Ahe+u2Zh6wqRTBADwTCf12Ih1bIvgl9 zkWOY#jv**NhnuL<4>v>cn;y&q#lQCfQwg$7GaR1>JV^ai4VE{E8@fmL=2B^h{0h`c zLmMouo};2~;Z|>D)p#qesag2e_?9vcR4a5) z`4&d8@z;}9^+{34@KT9!?VNwmm(AfuFI8EL<^0^Sm0tC+v>O5(Ub!u7tc6VGgN+%Y zu9b!yWx8w}FZ@DBk7n9F<#E*MFP)PJHJAj=!|)bZ~a#MJ(aTQ=;am6k_u&E_~Iem3I7 z@|-7qzNICO(aR&j+p;r(L1w$uL3`7iIJ69#)hNw)(bv|yKpa?wvV3y0C_Pn_>dE0C zR~UapVuGJW%411o+Ebp)jH`E1Y};{%VWd$~P6_{aWL$X@uu*Ef=?%-10tT3dH9V`NNU?QP%r+F!MK*%}%pW0>t(S<(w6ruaBlNiX?vV0C+`j#MNS3#K zO1Bw%oOqbxQTEa0Hpq!;SWg|XIyxB^m_v|+4(I)vmJe+{6GMQfFj)^{?nfd`S?S8` zkJA)GB-uMnGWXU}?u3}fe@5^uooR4vb1*s_0u62tsgBTh;`qbT!$a1_FtTkwT{XjJ z=&d$Qk#d(Me0u|LzZ?u~h_WY%2mIFD9#v+yh`m~tIM#N$lRuxzl`U1*MXR8hx#uPX zcQHt`pO2h;pxZDtGn*XtG~w*na@913r_s}%zg_+y!XF@AF>98CE>@#3N~n{w^=0L6 zU$dNs8bBASC*YD$2^fMGq&sKphhkw*R34L2IS1&xFf(vq%U_6>QBkO~Q{~`q0Ko zaXzI}ey1E7Mpd&!Ve$x1@)||2yh{o zN8}wZjY~SLp5LJ8)~kF?+$0KS2a;)vPz_O@wO_d~N~tw8InIiu+UD-0xOxf3A`|*G?8oI7tCMj;${)X#P(7 zT1(hgcC*+|$yRZG=yLVmk9J<)f6J|U9E={!Tu%X5Mvaax@k#@cHKGx4gV9)us zXWhmb&TyMq*OF8efa#UvS5g!)=veAi_pR6S8;5J(%Pf7_UL;lbx4CfPPtdk$rJuoJ zoe!trEnUpUuQz zBB9<(5Ys}qYZ<3$bU!oH#1(;tjC(Ko{B1P?Hl7$Uk9dYWNbWqP&EoC()xp>)KHt;& z;8%EmI}@}5Y7&eyV&`vz(eE^SXHU(Y96~zI0%DwSUHKCKeqUYZU68{+SW1}uxfcoj zxEfEG%zv0ujOuQ_oMCo%V5~fW>E{#496o}7Z-Hw=>F8|pEinOqEVR;D{9LfKvrB9N zLqQ@TQ^8sIxkYJkRRuHy>!I^$BHcuf8;ilkh*EdaldQAzgo_~$w`_`{wml%g)j1ps zW%J|Oa^G2(>Q2{@$pQB5d1|2C9C{I5B~P;$iuZaE60p#4@?>ygG%u>GNoTDJo6f}w z)xgFet8xbfJTx;pJ)vB2=a_JarvqFcFnHQwk$f*=4*Ka#ucZ{nvX zi?${nJc4VrtPhZiE5k?q)y0voMegHk&Q$UFrceKSY78U#_UTRq^^FpD672~lU;ZDz zY1^1Nh93Jwym#b$sgHcK+A^ld)SJ&v3Z8_Z_^U5zv4)Boq|>SAeDLcg zMaqMp0f+qBm!C9)`mQahUqCVleLT7tN=o^Eyv;+XG|xqmvaGw}f4n;V)w2S&MV1O6 zk1~h%-eZdlx93Yp5dI+Y-YkmXJ;$DQmDU4aB(#;!J>N-p)o+g6@{U}a8MLA%Vun#f zA$3}aXvZWQfq$w? zLbsuq0jHQkXPBvUi35Rlzs)`6#?vEoheU1+uAM(^ERim2yVDBzDn0*D9}lHt>^nQU zF6$S=tq5-@p$)S{9$sLD^2v?JT{(3;6Y9@T@+9W~Aw+><+@OwNbQretnL6vC^P@hk zLzhvJD@SjS3EvjWH=7~}vRRIO3^M`c+JqHZv}Zid2SN&Hgx<@knm2UpZc&NpQ*-Ao$_F25(AQN?|^a^M=QY$X@V~&M_WcX3~(^D1#Ccgx*u^Xg7+?B3oahj2*e4Mg=`%{uyxcw9BrB z;#*V7J84tIpvUs_}}@;|8s`3SVJq0i8N;AD=xBW8*;u2VEHi+|3CuI z7mtxj0;-j}<^I0m9+@!6-9`NZ;?grRp(}JZ2z4g5_`tK&pb)H16mMbec&HasQ0|6@ zAgPA`o6gRs;3np{6|mrU2F#j4YYRI&5aq16qSZQ}1|MrEV^^*G4#D~!*jH7#*q$nV zw|beT#hWCF&c?eT>$Ba$Tl(;V%Hjr$_|1RC`ICek_{vu}Vvsi7f6qI~;kd(|TS6BD zu1`BNMKR)&j(zRLcYeaQV?90SXEc+}agjfB**IO}?nKZHI4aUX%{Zy@)OSCkmdlLa ze^mtiIMa+AUfFk{_VL2KPPz!Q-)lj^5%>+AO_~A76M|+zJ!E1&hrfWV>3=yG+PbxMPJGbdtARsvLp#Qs zZt`tB8`Jc?-0nLB8g66G-#gwWC?=`#@HLJHWAd?s?Kj1DmB@`%B1vxAgo@92-pDnt zE;PizQSnqLUPt%m>?6Fb&@s8mD$!i4I3g;WE_tdPpT1 zqcGSw69r|ic)R)&plAe1jOpGn4kId`ySds7M`J~W(seJ}Qh}~N+{b%LBLAxy5Z^eP zz{U&P1WBHy+FO0;t^jWb-QlTf4n-+G%E0G-NP!#Pz6bqa-8P{QSw8;&>0rVb^f_%g zf0{H2unj{&+Z@1KUa@59vJ^O1T`ong>Asr{6EU?NV@f;X=xJ(F_{Nr#fs{?y<1EGo z$~gg*y|;M2dbxdAl65$*+xIq%$9~um0)?kVj>7S1K=slnWx{?6&QzgZ=1+ZeNm5 zqu`5tFlk`x!1CYGsMog@cg}Asx;dONgUW4$BOCl;HFIzYr+j3jpU|;sX}khF`D}l@ zL=-xUzw^m|IeM;%naTb7w&Ci>Nv11~ODrgk+_Cu+qb*4s1oPf3=(O0Ki`val?N+-t zQV{)1E~ry&KqlPa(OKs>Nldj5<8%d<7m&pTey9Wo0Rw#FB^HzFP zG9sjpRq~mV#5v@nkUv)~ovD|-Yi#Akdx>D0N342WBeH^8Ky#Xf?maBkyB0Cq2>J&n z4zBZG`_+tkpU{5a%MXP%*4!-U$Gd`cag*G&uKPEkX3Q{2k}7+&GAVAg6XU#rf{ti_ z&E66%0iJ?i|DDLgBB{*%#~f09}*SjOW9dn%Qy8y_^c?JPn2Qg_|6lLi}Y8TV8?U+ zt~}D}zp<*eu`G*AU+8)oUA`6(oOEtyv@j2<9iO=oDgSLATPP%FkgkJ4YF$`$Ym%>e zsd5g4xW_mLzERgGxt5n=R(3ktIYU%&Z5{e4xFKkLA@Awvy((Oe)z?eqMd$WXvafG# z@{XzEUOuZ#U7k$3Lh0+9gQB#d-dvH=6x1q8H5z*hw*qUW&iY-=gOx@G;-!0a{~Ccl zsjl>Nq{Z0O?#AZZ<7-p9;9cL3cA#_N~M^G#vh;hy8ck_W57wpVc>umtO4!{ioN{I zH7A2t!4VBq(do(0v%0DXth25JDpOVW#yfidMp#N^O9cfN+N`XsaW`j#V+9%0cmQhb z7KlC90J9$mLDJvEkJqDAtcCHepT!p-6s6Ij4JCntyI}K#RP`W3 z!8P7%=Q5~Y7wF@$QX`D^&C)&IU8gFU;$dw!6iGv`4Op*2@=onxG?g-q>lJrWa{xB( z+U3`KdV8(aJLSRo3(agrt;^s)C+wn&YTk!Ej&e_RUAhMG-`y|P20dER7P8CFvt%9K z>Q?iVj(QAgt4^s?upy)}fFfH|cd+pTlju?|Gb$6l@F;ebO3*5AsY{oEw++|C!JeT+ z^SGNiHrDtt;?aOF#PjQ~3rE}CtBd0WG;@Jg_i-BMk%B_87$Wmqy2Z-mQkLijt}RQx zVo1|(ZU&=7xP5`Z-SUQPXoBY});4O+pe{RRaK=x z<2`lVJV36ZMh)G7EzsKnQLB#nRHB7Oo)P%jU8%O}$r(%4xioSJ^j$@VJ1vvTWJ;@P7#W=56f0JJN8>TiU0aAb=hrikjX5gmAR}jdBU~kw&KXJu>ZWcg&KL4z(sWC)a-i~ zElws4RsU#@HE66_+cjUhG|xHoCu4B_d#~0;TCeMtTVc8FG_ObRv)+YuTq(yIbx7_y z_w7IEy!1?}NVBLVABioGfkrV~d^TUlQY}5`X5Obw0jT0(^m8WUoSnY+U}Mi1jqZcG zj$T{O;=}5hV{S?hVD`y(SCqn|b4NwtU!9tkJ(&^B2C7~wa`dNqY_VY;^JV6uS+{tN z1r9xan@I@#C-LW&G7KOtL9RwO^tvUKBJa=onc3;&4K3Mm-fv&hj+!( z28oDk67MIPMAlx8f%=e=hSvg9NW66>Q2z}w3bbb}>{E}OiDdd)du#wwz)aAOYa@(i z4}M6<-DCwm*K^HJ zcVLz5M3X1iw89yF*P*bf_iACbQBPs<&ayZAUdp-{lpHbrSTHK&CD*SrT7R3pB}JL~ z!q@^FGO#o9;q?$^xN*ro$VE$8zM>SXVz zT>t#pMD8V>y@t$=#v5FlqQyg-dl(; z>-Z^mAgCtE$i5(Fw;Q*$zG}w|AQEk#;G$k>)#9Q zl9_D2rh4gL{voO)Rp{2^IG)hCeUc;AUq)HYi@!*vNo-p)6-ZpX{#Cfl!Q^!t%u-H#b_wMJ2j+l}cHI(xxNHNohle zRB7JRLDj^1S7SjsIdGO@;Wc)UfRyk1Q;idmNa$2G3=?xQ?d_MT9RnW5~vMew89P)(i_VO5BVQDLNMB z14VsWcTY@5+{g{Q%j{btkB$y3gWJ!fQbV{h69~Bls{>gwfXbLzsurA%<~VFcHbWcN z)(phb#GvGg+ap-qW1n-Trs9rl*bdBnUzl;%Qa81q3oV>6TJd)<^q*5R9TC^g(YMye zy%2-96ug1XM7n`lvm)n@Yl!4w#&OS8X47xVZv+bta(Gy|bQNdSELhq4iSKa51zUka zMOVS^U7dTor2IRA-8&r+6J4{FS4=Jn_&C+-1h94Wa?bs!D zK6ZCqrcUSmygeOo>vGLldZ{hT)LKQjDhf%}PiO*JO)JNQtZ*xB8o091;<8cW^t@yL zNhbJ>q3s6uv~s5-TkhuGM2)wp9&=v~&2cTGcQ|F0{kDaNT$`hO&a$+T;|OmJR;0i& z^`TI;902(6d%DPeq0OcKJXr_4HY=MV=&KUPfy`{@lu7IGi7bEv8gC)d!z4|&I;5!} zeCS2->#lL7SUYfg{c;}kf)KR$Dh=^a>=rNdq$qv8hN+W~P?d~j8tH4)>4I2ORF^HF9Zg?YIn!dvb^Spk+mfy9ocltZ6$H#(;WhP0CGP`9 z&)+L~f$6y7pg`D$YeR{6N41AF&iK)=gG%DBG0EiH^)xNP-i05x>Z(mY)+5mhYl@#T zrn!-#-$)==I{{Q2P3O-SYkcM1RhUaqTB(TeGp%RHRvqJ6Cky!Q{(TnElW zZ~P?cc;C?F#KdJ*4)|Tr;DrId_`CigmAj<{+_?cih;xZSJF_BTY+$gU155bq885YV99Kl>6-qlIp0heEyPh)oKJ4Ap63Zeg$Yb zt1(NX(ICez*R-qsx;cBNkt3ttU0h$$tHkqigz4sxNd)y-eHP1ZKEz4x*#5jA7;3qQ z8Iadu#;9d!e0H&Rp1ExYT-AN%%gGTIZ|n1fD63-yP(;nSOS86Gy|1$CrYH zP38R;Igskb@BxCn42oM+bCnYL)Wn&g3bBmVg%(!;2f5)UQ^YP^HC zWYB7yv9>M`%jJ`{Nx@ESu2+Y(l-Fevf56$bd6_B!pP>;Mo?JK(Rbp1;6Cm0LGp#!K z_!&PKd{Vs6N^ZGXo?;l|s7>!z!jlY&r#NV=o}h(kF}jf{4S95Oo3=xrS&R`< zUu(zQ=Hdxc(I`h+cb_UU(iFBl0o!ZVzQp39_gsI4G40CeRmp2!4F=4|w#K5UoOra{ zU6X?|q3*opO@3?6#)*ofc(A+3WLc@?Jf??l?PTev*VwAm{D-dV!mptPN4@gsHz9=?vM>HKWP|xNIhqtA_=Wst0>*Ou1+tOBio+@k&KE0a`0Cmi|_?vY^ zo%YhH{ShJ>$6vFnP(tBYJ3)`qRUN}VQEJ-^x$Yp@bY5h9tz{&7)T%Lg4#AW1n7xtB z=$gZB)cmrI0!O$@w|dGnZCAE4%Zh#Bf-tb_qCBki}3DHbqKF%X#|)~+8qpg-dT;$@p7w}r66*+ zvOW0>emc85-5~N!Fx4lBh414Sa#yC?JG`0J@cs^LVL8GskP;;v0nSW_=l6q$Ykhw4 zj9{Yq5|EHH_-q^DzC^}gp7J&G3|h_R`s{M0`t8Cpo@=-6m~*CIsp=}ULy%FUv}DHcb_-~|$yNz*5) zkR0cX)Gz)ud9LSZgO@rQShFV@9J95O!W?p+Vs6`Avng0=>3Iylti&&e;G=XFktGGE z4h9`iJe|n5)Ovgi)~$qZE4Z`L^L<&TS-{9mVT6Y~u)B5Q@ly44iChQ*w5(B56$-km zZxb6HL-Q1h5h;-XE+2QjiRfR0t$0m(Md*2KsX|Y#ud_JE8gT&Y)Me zNa%oxv9-My)JdhkfVO6wj}l;qFYrde_nG+tp_;*x*1mH(oxiEQY|4K#AS}GR&yd?B z)V*wym^#@jRED17s3xmYC{-(MVJ2-_Q&llrdRN;s%9e&I)dLIyBgk}hvCG0Q((=`N ze%QWZobY`(xYc3@g_uaYf}oBSXgUI`;Hm!8(^~#ELYL?AtvF(y*XW)Lug{We;#Wr^ zT0;5??534R{eXuTfytB=M(|3xhaGBC7a;*86ME&aE81;j1Zxsq3|tYVL;w=V&}?E0 zIn-jC8(>rMIgh%1E6UT=jB)I`gyY)Bs*fMS`~r>^Uz=)XKR0jBJ5SGlNG!3zTxU%> z)6CESaLvY(d0VBl)h6|t{i0VG#TiwA$z5%S>HYB2hb_8ny&!Bj@EG#mY4tdJ%R`Nf zm3^reP1hS;0_o-b4j*B*ryOem=E}F~19^n+AAVZ#Oj=IfER@}vE_7XQ*O{JYm#-jI zDpL^%C?hdaXx%+tV4`Hv3LOhr^iCA^br*<7j8ISp|m7}U)1trsL=qCX2jI>Vf$8n85De&(Ch}eUN3mWwshAGHeztT zMP>^GNraD?7OoG{qTc{$8L3q|Rn-F~kHsVqdw|BKG`zmMHnUp3*mC|21I#hZlI0ZC z39HF^4@PJgz&zwUm8=6hB*vQ zygp8+HW*!Q-`33!I0_*E=p*8?`vwu)01K`X`W<8oIRlWewP~Q1z4y&d35LeHeaJCi z7)USRG%e}vMe}{d51#af<%#S`Kv{EQzdd$jF~;W1v4|_(QBphl5d@1=ok1Y<#kKv# z!g0;Kvg!5M3~rv5QS?o1fhIaRU&i)*NxQujjVAVfWj^NCzd03M+MY zyQe&bKjVV7?;ZCCOQI(Sgq@q1;#COkmRYIuoBiP30!u_0@MgcZoLhcyNS15t6pxPC;33?eNK}Fvu(WpQ9{6A8VC)aSd^Sp95(7?(TO?Ghi$QX+zj&6+5Ar*&zir-;|uRkDE&F*MBX=e^E<@$_g7i^)hN9hz(_qgG?VTjw|75rM6m|GS?wme72G+;U?rBy@66&&s}L}Eq5W|5r1A63;a)po z8s$`)irbfysPoh9R?4fvPc6H=p6!L=(*^%k-`%_q)ocJ_2Y+A0X7u7Lhy;Ruvet)*TVS<@nw3! zgh2CAsDlm0tmBSb(R%DD))-bxF&wi54W7>*Q_LgJBf`YTy|(YTVd&hnkfpbuIT-7ikL_A8sNXfx7=ZFQ)oo&GV%hj0ed z`Pe!MS*U5{m-;Y zX~BgbOS>KP!!|(Y|FKGucFfck)C1v9x#0g_|H=Gc=ho_rP-`2WQbU9y+sJEp-;qPL&1eHVoWv z=(^3C5Fn7e5)9i{Ec&83Z!rnmM*yP0QquW4gf39$R6A-0Xv8fpjol&G%v>(A85Xr>_6*I^(4BMR2%U=2it|g&wS~w+^MT*k2Ngc?=!wu+4 zVf#~eM+@!<=;y^lG7`U((dWN+KWnDNA4vP+uLm(W_Uew;am(Nx!~Z=9^8&PhW^)Z=-Jt^P2fuVHJZ+9M(I)w!PoH~BdBR|Bk94~1xv zQ6?qsE&G+`zPwh)z18aezp++>)UGqbw;*!p>B=t;)Fy@1Jg(x5leOq1Q9xEA?>Bqt z6e^blYRQwcUQuv24@$_fKIts976hUmb|r^bx|z2B~0-97kvwxAG|F* z{yMw0Bi2f9ybC#fWGuenrxxj0ke66WwwA1!x8u2m_X_$+3qlgKT^BS=FVHXuEiNx! zLm)f;Z16Aa<`BJd=oNugd|5=m^H8@&NVVp>aaHJ5NmoX)ROCs`1UpdeO?OJdZFjam zqsr1cJ)yIh_0jsHX_rcPbH-5-e4$&zA^l8JCCeCLH&Ly-Sjx_#=vvlrI_6tkgjpH( z52Z~pU@53{Drfzs(yDr};Ua)?F^`2jNw+iy({1BIux{~^K@;_)* z-2yKbc=Y8;>wC8R%UzsLOD-U6=*x$;iuIYfW$C1g!~=v#)4CW3~lEE;L%+S@DdHL^9<)+8<*=e+7XUstT zl^uLqD3`qD3Qc1`5Ps1`8ce2sFnkMF@IogQ85iV5-&;NbhKpKqw z8q0O?;{NYR!+r3F|4D8g-(*&`b&9IkJ9@QZIe`gm9chi6)Qj3YRawc!Wj}ilIf@Z8kR&%)A13Gl12A4%Y)kUgnkn*pqAP6*FTM6p}iwIOtZ}*AfA41t; z5RsuCSMclef!y!9aU<7M7br8=yP->~$b&G?Q@=wRd;7h)!($IN(0cpKTP=|9 z>@J1N=$k*UYN(>Alg=XW?^qyuxFuT>E~kdBx4gh5iX?NjQ6(A? zXx9P>LCzrGI<@+zL77D{nGJt{&mKrvIvKg_MoWwRwXq5!e;C&qI_bIg4*BJ*wNSd! z5AXcTNVkZfSPn!z%6BpN ztMYs*awT$RIrL{9lhjhYC_zxNp-nNp;J!r}odAuCymR28tknxXZcI+|i8CH5MFx2Jy8PqxLuQ6ed| zkuo?|w-^Sxyy3CnII-c+`%{VhxvQ{UWg^l!Z4JsAzp)=p(p%we+rB9(HyUCcxlyaI ziw<}RC7tah zptXFwwf4P9<<*Dc)B$)foSks-(_f)*noRJ(JxepW?c$B4Q>*+Zlj()YWKOvuX@dHF zk=B)%n9K$r%>Ajx_mmBB;fe3Tj$X<{R!6}LdnhGhTTJF+*~nMzrWP(`o~_A)P$gihF$G|a#g#3BYmvIVR$r`R1tjBDGEn7ck|Ur5NcIe1tDA= z1Zm9Y;8y4rBRZEXHA@pqTwXMq{O+iPPmZFrs{0OJaULBA@LW;@&@S=#g$ssS4Gmi7 zHOtN4g(-eW70Mjot^2Wzh7AvFi_i&f{d|2}YzWO+;>gtjO_nC}Oo)q#WfxAmMEB}% zSQ#x|G;N3z1nj-)KW+JZ+aVeLOSvHEe|*TmnNrpJC#!MlJF#o&qQedkp%-YKX5wt2 zOe_)5yyle;kIa)qpxlK8!~0_WlzOK`mP)MqubB1vjO;0@Sk{+A<|ZWgVKu2Ou@uYx z2arLd>+BCnA@3pB9zz89U0R}vjZc)cdgRo44<)Cw`^4qx{q#W#D^$Mvy|YDE`YqxJ z8ry=1zZ+Hi}}kP+7;D`+4zba@UHGWt=`{{7u{Tiwa5NX2L!CORPIHb zih{>q{n%04m{C3gomTfe&yyy6q~^#Ig>qSkOvNIoH3^(q+ZODa)y7bQ8-&O-wY{Au zjW|Ol`cS{qSq+oZ{F_tQ7iAYH^FF^Zk?1fT9G zh%lvI>vKmA-^TO4{urYP8aI~O7g#(}9;^w8p1_d;zVfU3hNS;d)6PIAO; z&C)$zk1Zg#^@$$nL*%j^t8eGM=Z@-G0}mVsPru~5vtBo|1^OG=jlNUu+t!p2656~z zao|z9`jS?bD4Z@Mn?ya~ci)jVVt36%=$T{#3>2u$l9drX7WSj7)6l3MJ_}q!XJ0aK zd!ENep&ZH0uzi1EZz{8g;@b1qSkGL%+H0Hbq++h}4bKwkleVXK(5*nKbnHpM;LBF< z9>HeUVEJY2hCg`Rw`&d%+loV5wleVPlc|=#$SYBPT)kkf6}xF z$RzCe&PibBbzOu)^^wZ(dt)lPY}s!9b7ScOnnM8qy>A~sn6b@>5x6o{P~7=(4;ow! z?E$E<`9?#GJkwTntHzbr z>(HgXb;Gq_5K!}D$G1sgN~H8{y<7%xMwWu3B@I(`<@TZtW)5Fuyg&5l7E?(@(Zrkt z4Gy?Je4flDIgdY<)P1^z-c8;$CnME0#lf<&`ZlCFXf^JHD1m ze{M<+32Pej3H=FcwIZ77sv(B|O$o={ti`3-I>yldkM-x-;}eu~@y=7rn8#YGTTbPz zw=}UBKx(>Stu~sN0M+=}X{1~mYjhd`gk6W7&5YB0wju}%=q5Rkr*Td|%ncc08#0Ns zJqAhOJsmb@{f8byqBC&xtR$)=6B(w_h~4Cxwx2^007NI%beQXgnZLN(nM_+!wmhJt ziI-2KovN>_gqO!$Afv|M|2<`^HjKhO#~p6(e+81lAmj|K^GQ}Gv-qj9_4NBfRLPn- z@J;6+$8tRNXA8Z9rT!}7;eDvQ0xEp!AwL*V{o4&2zH#uO2tE&GETRND!|Urs`;K~R zm{b2E(P`yP0_U^>xYI;f{nSN*XW3m6zDzIhp!0t>8^Y0h8fSItF7ztC<0(0m!Zc~K z=Y}<-*kf+NLtq6ND7Q3HlhA)=YrWTs)a##+n_QL>i+j8rV=9_3%pOlHM4x(IeERo z`S&Ekj%=}O^_Tiywf`(JW9kMSl?oWvkf^^nAY$f^RD7>LM#Of;n$glt-M`JZ>8kfG ze_gz&q55xp6)#_(l|Ul4^9jz`RXC3DcTvD8L#)oyti`BkC`d>WN4ibDVi#qfHv^nq z-oAo*@Tf;4c_Y{qUSw0bI$sXYcP@3HD$QMO%yx$ybd(bjypWuSHy28Lg={2zW@3Yz^)KsXe2<%vwc zXjFt>{p?LOwtx75Oqz!X$@I7{U^^!Xdaw{{=&CP#;MG!m6Xpr#aY)|q@2m1sCKk$M zN|B+~eD(yAF+>6;btY3r*Qp|Yu%Bz9@Z4)Bd*)tnUx=rHDv$vBlDF4j0ODmVjI zv{|~oz6_~}Dn5_BHlR3Xszn>L9$SA6S6@A;wIrBySGQE(_uuSn@7gn~xY)Ti=CR0}9dQP%u$zm;#iE?p;Tk-}26C4E z+-PNp6~#YiWt`^UgDrGfq+q8x7c~JWm<;H5H(@HJY&0u_rRE^TAQ1U3$6=83fM*|9 z*DcG}P@5XTPt}kvWje`9R<{?R^|J(D^kDe0UlpjR`glv+ig|ELrPP7nv((LCP*JwL zJseDaw?~IBp=tZxG20;d(Yk6StLVy210v90S~*IXWZZ%&+xX zv7LZuFw3UxNn97~xK&7Y$5<7la(3q}xs1g8%8N3}5LmO=CjRkYv10mtIOQ~5ui=`> zC1U&UO`G^sfZM85-*a^T6eq#P81q8YkZMr}q1HnBkm`u*S*`au5_xfw3xErUn~h^? zOW#A-49-A^v;w@TZCpzIeNi{*jJ3HBDa57z?}Kylw>j?k-LAmhsdkFS-)3{puvXh5 zj13}1NC}yMIWGJ3&onq#UXW-6W=iHys##5I-n!YxFKcdRtVV}#ti6%9Av4)f_-NtR zz=z#^0wIU@^__Hx-i_4Ja2$qVNx1K_KsF7E$8{99!O;+-+^)0}ZXf7|IXI_HwRPm? zyKzZO&e3V;pWGq87r?D@;{+;@#+g}%M zhNcr565QkKk8#Ixziz%+fW};+c|?z$rFI(4e@J>?ZuwI!@xtnI`oIy zWLHVwFxZDSxDXps7~#ph*1*KeMwn!ZEa=-y8FXgeTc6LX;05{1IUY8lv0F`;?U_P; zCa&DVam+9t80t+9Z+o4dEL8H5k5$FQ0CIt|2K5+RCq$jM7SW;Za0>FXrEEmP#N$xC z@r;MHt$-MYUXzfm7uWM$?*_5OZ{Lhg`+#Im<5$NRx=JBA%|Br3MTQSn>D#DR$cBTC zLYmQun&goFQ3^7c^_@_CvFnziO9RMoZqTTbY=JLz$v^kel3mV0!4+kkHd@Q%V#5X0 zuP67fr?@9uHUEs zBkC;J+G@Kf-BKv-?ga`Iceet?trT~6w*;rfofda@EiS>eSa5fDg1bz3zqw|9z`h8{ zIgjjpueB5|X+{+j?7Y(uME3~0%YSV6EvXe!|6RJ2aX+j1E)ut5K+`^^l%PnR^HM!injN=X%$Lwga!=sK9AQ0WW76l^56U|ImN*O_PVN{+UXcpNm>j9L9Q&OAQi zl;+b&e5?H27)xR)s#ae(2X0!{D`O4pZczdrji7~i&CJGFr7ba2z=~Y@>Yc|0#gGaGj znGuNN92!SujaA_tMF`U?KCWq%UjSWu%&lQk8PD)=_5Jg4vIqBc+kA zlUw^Sz8Cwe=TgIG)>lyn1eZdDfg9~`{iLOjLvj=FbG(;Rcb-ITqmLuyZ)Yv!O_C*v z;LHlcs$twiW$&9WW6gEFE2g1PrB2DRVfyu%tEO`cH0enL%2X5;gCV>kj9VEAI?z5z zQZHXaaMSA41ZHff7HUmD@CDUdVT3MUh$G`#J?n?Ut}uJlp>Y?P=` z8A%OhiL7mT6ptADhgj@$Ao!W*=@f8|O=3&1TPP7iH|lddULAbbG7nXg0gyj#_;&Hh zU+%3pk3mmKzJvECauTK5nE$wIZn>>YYy$_!1C?RTz2blTYoZFjIRr#6e?@9i#V(7mNfwNJiYa6lzV5jeg;LQJkTxE0BcXIX12s;5Vng83;yA+F~BGwDM_D2 zZi$)26@%$b-XOe%N&pq-hAu zl|r`eZ0lE9GG_SoF-YX^+M+uu;9Pw78SFVQ)yjl=ENu z8Js2z6i$YXOJ{)8Kv=q~$1%~uo$bK8~j z@GcB_-*VOEEbs6rF*mTzw zk~2WwMb=@ncSpIsjw2L3+%&o7rF#V#C-V!00)j3;i_NF0_2U!$YE1U-f|;&^%s#Cg zwsN!zGt*v0`NZLIL`GDafrE2o!q>ueb&pO;he4xeq;D|Zzw zd-OLw;#0LY(!f~)T+y=OT{sKkMW(8B)%|Iuz0n!{F|ydPAlA1S4mFJoowW?BB)fMZ z4hOVYR$~n)G%0OZp`93l347tEwO!TeMr@2}2MM+As}=zkr>FACeyJ-NefS&^@+%Sb z<3itirJnCkyV{L@w>=i>tpAL`-8m>mYO;TBcWvq5I!BUv)UtW;RMH$3`aF1PL$rt5 zZ5V@mZwB2FjG}=M@`V~ie6p9bg!yZ@3Hbbh*Ntu z;JB7bd?|lPSM6|zCa;chZ+>wx@>VON?{%vW1%8`b+58#Iwyg`lnvTpgp`czgxp6tk z=SdEF^0Rew-#GY1JHwKh69~&~#fm?GYK!xyO=<3|I*l`!&>|_Bg#ln?@TYVfx5q)e zLPGbs8&|5P#nt)QWaz5(vaoto89IbE@=qfQR`)ReVoya{PTY38LUZ5tcS*4M_gB`2 zd9be){F75thjZtid-{cIC-#Ac2(aFiCDSuULXve_`ShcBwlKc7-|}8?LT10Nz+Az* z?aBh=Rwdt)ifkL9VeRJp1i@FqN?>HgA(17M?=m2=B6@MKj_-Pb!9f?imjK81>CoPV zA&$A;S^t5=OhgHF|NI#CIb$#NEjw%>PNUwS!7hBf$sgzAsIhs++9Q`CbvV3hZ-KPJVe zU%u1!s3C%{VMO=$5*K&)Pah^%0jd!`VDsrz!oJwuEW>l_Q1)OGzGLRR38!@}Hda!R z&|LJ&uQd}KmU3rXU%h<>OZUCydY|o29y#SyEi=tF)kLDckT>3Pu#uK2vSlR9Qv`swCTi*L%U{``^qs*@S{>rd#fgFLvsz8n)&*0wtYjB*mQQr zCJqb-03B9$eV?HCv-#Qf>Qy+nncY8_LFCtwPKcAzuCa=q`tL$ZgE-;_J`3)@pJtz^q-P>z3OiA=r-uVPYh85vVR6Blks3-W&E_~<;ce#|KcRpVep zD4UH=0s8BEGJXhX!qn+j>?=jM89~kw0FbmXECIg(@ES?RnyW1m_`HW=N||$;i%YD~ z{s*mtZ`C0E?AEn2E-}*G&l+2SvMa%UA5H9l7X=j&HNX}gy~K{8zFHNT!ZTB%FjMP2 zZ*fPG1xeWxZR!*E-u1%HOa02p+qAynJIfVHPl>(<%lkQOcccBY3zwsO^`;}y0aqK6 z0=wfT}N!kTL#`K(?kFc&HtO4s$$@g(NXCo?GdA3{ie|MxH=~_A)%b z-}WqX3!Y+)FZcb_R%(8ScaqNL^09wMtml4+?XXSD$j)*8vF0DvgK|Bs$wkb4olI$m zxFkd`F(!AI2bK+oC*q!cbMdRp-ak^=`s(%4o+Q~Sw=W4QtztBOQ>p{+_amBcJ4I`a zkEG;1Li*4Q1e@ekG76!;&04m7Xe4T>VHs5JpP#LA36_KPVvHb|E9}-G_4^r(&Z#*c z%94WeewthgwN@I;2X`USh0E<4Bp)QBZ)In z=b$VIZ#-~opt{t!v;Uj}w%J}(Nj=PRf@x)(^tZg%X86wZG>^wn2UH4DY)YU@!*Bzd zZ4lxXQN$6gT-rQB9@e&M(KBD(#s?j9L~bQ@tw!ZyGCt&1)Asd2Ho6(GtrLTjmYFlS zOySE+`CZ9yx%3H zXE7xv5f;xwz=Iq4j+ru~1?%{BZN+c$#mDR|8b-0SgLLK@EpWis`#5={QaH_FWh4SI z13-j;et zdJ&kQ^|U0%yyhl-euQkJ-Xgr4i6?H+BTsU*ueXm~%jn)Nmh(E9kPPUk8u8MvM0U7M z4!3)+fj8K*VwO3o#OHcrpX7_dr)1B33{tyN$sE!i_u^sqwep-4>n~y8&Znv(H`hAU%$7hJy_g5x9A@U ztE=;)`ap#IqWr-FpXV8&!h^j$EIHEIUc(G2Y=mFl@-HB%8hu7B<+tD3khunKqxK%t zo*BSg-oS1BA=s;;8;;7AqKBVFc%n?@2rp~KvFM8II0@~EFAB)RtxD-Q`+?Az1d_u+0XVG~S?8sfagABf4<1S-zec}%-pWqf7 zLNhA-43CzDi}*_${pgU_fSSAMDso3paoT%!tWD}Mx0SQOZ0Qib+XX=_;>$o~njor5 z-JyB7+{-Vz$fK6|55Q=HsOy2)c=Au4igBr!S7Yu^)+83CNjNZMp?M!r5FaBxs?*Gy zHiO}d-BM={P&)Mh@hiz?nYWJ3kbBqLEyt}Six5j@jh!h9($m*WK)Jd(g|d@5!F~f= zj}WF(8Qo&jNS}@AS*4g=BIRQ5*$yZft^W2WVMceEZxmca6#-}zp* zZ4>O?HZmC+D@3Y>jQecR-uvYHq?Y_+N-v;)g{_itS4X2ME~w^J5AAOZNJW4`KIRe5 z1>1eQs@&dzY*94fj}?#Zk)+@4jm zv|~vf0XkLVodFJi?3-sBGezyb&qbm4H zmG(%#F2&Op`4q>~zODRS#nE5x568EVT-vVCFa)A99GoC7cKm;*W$!u}7qbly@f}u~ z>YLlCW~yRmKSS3H5rUaU!YA8B=V%X1JkfPQHJl5U@7wI5km!-@gi{jz$oRaN{U0-p z3agNBZoMwL@=nSU<0_+#SsTer0)!{} zE?dIG)+1WJBdx?&{!*imf3{ghfPnYoj`xN9K9 zu5d12^Xo#oxGsXk-shN;EGZ?ga-{m^?p5U;X!gChGt9khj1$hdbdfb%Sb<$>AqZdq z@yF8ba!<>y_iL(b@-%QJmB0h@P|UR@ohPB3XlpG4jsB%Qs#CVN90w1naE2gdeBiJqk+TO_`8i?MuCVJDjEG zgG*KzN&V54U0Z711NV#8KS;npTG&PL7=KG1C$=PI(|?R7LjPG4kf=$0dlrp2c?-~% z637eEpOs()x_7vBi;ZoF{a7kB#mG(CT$&JF{EXI(|L23y7uO=7TW6N^gNy33DSic^ z8ZC4p;g>}(&}yd9Ko{Y&JoN2ddiunnUc(|gk^e6X&iWZ+fKLf$3n$M>mI;?llG2f+ zdcq~2(*k&=+?%Xz*;?I3`*@$%dpu118l$cg&n1ZHz#q3^ykYXaL)e8T(4&GmV{Y1l z>xlLz;qp3Ev`@cxyGf>{&f?_Dl)j^T?JqhXz$`4Xt`0o#t@_s43b1_w(A9hur|M|y zK1eL{AD)&Ifd`MjYdws!xO=KrAA7@==BmMw5%mRT$@QM|-qP!Pqa(s_e^K zQ?bX^&D>AdsXX&n1MuY-^#dNVzleQiB!k%V2;Fnk}o~y6lgBxJmb!D zE+c55KQDY9k+$RP`F>P3(@cpharGZqAj=YN6MA6|3|yp&mOG5$IM^`6^#N4Kvye5F z*84H8YAS7;Chjdcj-#|dnwodM+YJnJS=8j>WWGFtYNEXnD3J8=k;KKU9*u~5E-cDy z^iGKMZ0?Ie8kCwKX99(>`TiCSxmFGT0f5`?ZMkZhK5hb>8+G%4ieIEZu_9Qi#%cMn z=2m)4jWqi997(0oFIl_NG8mh!6xn2Gz2bZ?)^G7donHwMpX)h5BV}ZZo_8X z3Z&}>0|^@V&BIKlNO{br5dP<9kHg1+q&ZorX+;d4iU!i)JljQm3zqUk-gPKy@NtXd z0yRyaU^(~4kMtCz8jwHH$9hE_erXTwe9v!MWxpbG^^T8{s>iO zuV9zflSx-MfB(iHipkkC68E_SNK$cg+<#vsDU8-y@asC+Ds5$c!Q(}3(p@DD49Qmi zF#*VVa52CBp8IaM5LL^w!@wO&cDf-E|)z!&I*L9F+&Qb(9`c>i~N+hk6H67JR zR%dd_EQ5DQiUBGR6Af#-e zN6sOqwN_{-i853#h?ALL)3WMl_oi0dX*#FIuKe#=J^S)$50w)Ey0u(Q4j(7&gO)RbzO(oNSAHOC84)It~GCM zW8dU#!mf1_>nhOzzNCXyz0BWf%V*7|R7b)^RS1rn$ugia>%9ev!}>B9^)2dG5s%;c zZLE$37WZ8EnG%DvMZ-Fq1XN9AejI1}6)PN4ge%OOI%=)f=0FbO*~p@F)^`ANFJkkC zSoNPsDjY#eiNL>~7=L#sRL(eoYOS}|I^Z&BK{J*#HhNA=6S(v76W-!XJ_j>qcogh09lHlosj08g0}#g!69+QBq!YEIpqZ=W;J)F$V7IZ@4huGkH&_ zJ{4CWsMKe5amQS1ZV&JesGm2o6I(%7@}!;xQ~Atmu#lys+Z}NNcM~2_5GGmG))aRV zDSWl9C7YO`PYj9=AoU67a&a%B%qNROuj^*8lh4YRFO|6E-4V!}ACb<5ZJ~g(;&DH9 zJKtt2!$Ys7f?k3F%9%T*re@`TTk}{OPLuK;-qXCL)4yKeJLR~Sd-0tiwKPhXJ3ixw zZ+ve&nysa63Bn=!rn2t7CGd&hNqDcCDDXH)?tQGrzSQ~?_v@3{;o*4<6{Jhv1!`Bb z$%{R2>^>IZYW%s#&@x^9$d}fZee^WJD3`5N_XO<}MtvkabcySpVwUd)czn(cgqwQu zk{L`@(FnV&io9%=!cFbfG4xbmMra}C&--97KwiN@mS$3`NxcUOB(2eN(#X6G(X05OL%Gi{NE-eo<3jl9lBZP6#8>6s2qi_ zr#xKhx8l_vRWF;qy(zFC{N_M;U4aGox#pYa%xped%Q##vOAw?T zdrjP%G4zUvpQu-;S!l4r7FZ3M;U_hi3dU|d>N0aTiuDP1q~$t#0k_}iWT%TdLo)$i zB{FgCZ?xLpWwTY5m&nedIOAm@2f#d8k}9k0+Q1SrG406f_&og<`mEIbTcF(*(F-eN z+Hr8ons%q-jx1Is9d%qVgxOpfq~=OaE@?4hflHK2{m*{IB_7Ci0=Q*ea?t8-7XbeO zmo?ttf@7}j$0*-|$X;7`W9k#P^odc9Dl(pVbs?2dTX?R5n~xl$!l9tcYd97V7gm)- zj-v?d9>=-1!A7g_)jy9i!bW2VAoF_M0qLtkHkfD`j&@+G`PhR)tY*ld*hC~quh~Z%d7v+%}C8U zC0PXin0Qh2`woj=@Wek#97?>P*-s|pUBcxQTCE13HL#(O8niqO0VX8Hz1cq$>d7Gb z*~7$m<9uXOt=rH#yUq5Ensk0cB!}cxKKHTYVXR;O&|PlC>8U5CgE1=(N;h}n|AAr3 zQXJJF{H&U{rSCV=ML&*Rrv4anqZ`DQG!_>Fd0h!(M$FHwS!rM}S?DCU$~(qO#&NkCom-H!vLBAm?OM|mA0-O_89 z2d6BwoZWGm&4CHtg<&s#NYaBDh^4NuoLNG{c(Xr{^&k|L5%1xs%dl~~v!c7MC0}v6 zu477mPh_f)Xi-o>2eq&6>!ov->Kn}uLajWaVe6_fVq8T3GWzGwKol?1w+q~qHkHpq z=iK)p+w0MbYRWzIM;dQ=2jmr(e66;fLBX%fRy^iaJ9n!tlbw zrn?DC)Q7wGSJ<3>XxUWmFRhdr?_Gsqd{?zjr+m8BXMeFpNLa4Hn29KcM|_1ZNaFB9 zFPZ-$PP27M1msH67kOD!E7$PR0)=yx(QZ~Y0}@nUdl@F%xY~R!SyA+|v|BZ*5E6kZ zE8H9YHp;aC9Q~$TOt~zal_Ey|lO7e)B2KAe5>nEtyEfsXYN{KwzYgXCGR1!E#d8$= zxQ#zMJ$ZD?;{4;dfI(NR#;+f^_-Kr$2rH@|}YKRfIUm?D!X^>>coB?p=dJ`WsJ zO8}iZ(sGOQm&Lic@lihDScc3gIQ|{GP{cMx1}=cvKQ$K~lZ#~fveUypvi4JDemELT z!z$!YKSQXxMEtGvGiyi^yT3r4cFBpX1-}t|1t(wg;!5;zYr|Kg!hS zJ`KdJ59Gh|k^7KJ_w`LG@oLJFvqPzm+P3lyc0~ZJJQbd%P_>-ajAB0ZajD{~1}VPH z=FpW%P10AR+)%xI)`OJx&rrg-W7@sr^LL87aX4e5Ami3-{lb~KRErsth@`+9#Vw`? zd9M_5?cqg+g5HwBbwkAzm zjl$RKEIfQ}+ikq5Txmfq+4?T}^i0)lX=#*wSpsP^AtIEd%_fu-G2&zh#t}C;osxAi zlW;H{=-T^GcFga__$%X-;HaLoT(vG^q}#QlQ@{G*QNP+^ZGNcD_#XDIxzX)%QPK;Y zR7F-k{@SMg>bN@BgEW5oWk8J< zDJ3clbAfrLviJFd50jb4gxtl^fxz|)=u&scn;uaVAp<$y#OQcTTdiMX#Z{M{-C*`FfXQZXOhYXJGdM8RWFUJI5 zx6IACjLd@3tb&$qUnKWIB3kkd2R#yP^XOg&7(|7OR<34jIJ;yhs{`2WgY=bH;G)Z! zo^*YVh!jedK`${mzESD0{~OrEY(6_K6x=5aO(V8n3oo0F%Ka&{9M8ck!QgkJ%}PUg zkXI|bEpi5n_&=yk!v8l@nC&TzzCm&bVy?DD5!pgo(T+Lp2oO`spgQX6_LJliwbgUf z5J0WG7l|%4_&j3(-8DMMX8vf)yP{}g8{6hDD^*9kdma|}mN*Hu+!xFJ$^z@rBxfCU zR+{`ZhIt~6;J$p=-P!<&kohLM^DD}bUzv)@+sMXIPTGkFd-Nvs0UB@bdDq6w}T8vdQpjin90XeO~cX+XM^_!D|qs3@AQSj$E_=5w;da8;4c@0 zG)tm^oqPxlv^*$Y;RD-Yy9oJ^R6SayWi zW$sM5yVQNyN`tR>10qeRvvy4N~r9;ln)CL2kq4DW36f2vdlIiz~a zG+vj~Vg}372%qM4NUblAxpZ3#vRy(1=j#6BmG=aDR{hs^L5#E9`_ZyW1+r&!G;tH{ zW=k~fLe;dsh=sOCZ)y@g|zN>YWZY@Q@ z)di%x$!;k036P4yTPB+Q=mVco&#`@hem^1}((A?$5k-G!<`q=kQN$_UrZMHQZQuB= zZf!%mu|Bt)@}rHQ@r#_~h>uiMMB2A>E<&m(g5zr+!Dyaw|aI0zHa5#qKggmd@CxM@5J)CzjN6)*Un*rg>N zME!tlnDkuWiDT!c0sOzZnp`WNHC%SGGLentSbo{825J?hy8C1;CGZcXtX+Chqi5s78$u4QBcrTA6q0g zpE^p4Nwd5Rg)Ymca6^-N27I-&u{%a8o-xHNG)=rgYza99E-Do`79}mxN9?4ehde(3 zl88fKQW_BZbfN#1x{3aymv)|%z?Rl{JM7F@K(-Lt1F|6Un-!Rz&xvqTO8k~5yu!c9 zZ?d|LiY-HXo~CA@wmpP~SS5 z5xVZIajmTFihW!mi;Uiyw5`S5-fp@rX8ihu(GK5D*l`;ztl<$GJMZpn0PQOPnUrNT+|+flo$S&QCb%2 ziqC6e-sdQn$)x`Ksn;#CdS=;3xt&E&&M)6K5God?`;zJ**43=`6fY*>WBpj*ZN-kZ zs{Lz&$>akBmwG@45&DVlC+KAhf4vmPghGQyUO{n<*#=JRSWS`z|AsXpHLCtpazx(X zfsVh%RMbh32Edl;Y}Hf#^v%+TTv)Bl%U@7a4=Oeal=yn|ytd1!k&3_HBjT}VL}4YU zzRDOz&a3{=K_s#IB=@M5E$m7`%hj}m`~Di#MY5N%wd|7V@ivO+h_1C?o6LrGxi9O4 zuac=s?Zq1(f)f&bWuDlXM>fe8>TUiUJ`SP8JdTClOImecwZgJ|*zfp#=b*JPU2<>@ z$KfqV(~^d7aGGFj@5M<9qgKrCn#^}jilnhTcg3Ue7}S5l^y!uUYt|OxBFEP;sqs4x zc9aaR2!p%v8G4u<=?qBR>29AJT04IX7YCCC>57CaCAfcQ|Lh72B(zrLlVu*JFNbR-RJZ4cbrDOO?8^EG)V)}9KFR0b!57M zNPG6bhb=F95sj7FHYL^)UOm#eeb^HE2Ag!Lp4WYO!LFu7!0VSM>h2OS2B~D#-Es}` zg9~?Qf7G$KjU2giEXO2QIyLsT-j~k|lobSlZ8e;H|sP-OsRJu0U;IIGkY+ZRG;XCc%^` zR0Jm5&n$jMn#dt-12A2YS#Z{zL1PxBI9~>1>jp}YKc>FhN^G$uXsMp%`ZisMp%(Ww zU7Nv?KtYY|>138R46({0WKcx8wfuX+Rl&e>h103+5ANHUmMe4f?zCN9U$5hbNZp71 zgp6b^8$BtWwn>u@mIr{fp{7^t^vg(7Xj9hj@y;V2)2opIaYgGXRQ%pX4SrZ`s<{mN zmf$Ph9=oR^vZ_=ykm+@vw}|JB%UB~YhsJob^$$>(#$2c(b9>UE0)Ao+HZ%_zuAr@S zm@;Hbx-&hWI{12C_zhmAN!7A1zep)1WSPX`Yf7sr#CFJsPWxkevj z2bm1#=K{-6E0oDYPNn>tx7IAi20vVan`;B_=loMXHRcMFd|B;E$mry@XGQ6{47N5@ zWm#g)ura_3akNxos%1RcqUuVo^y+?+>k*76T)jFL4vAIL;x9AY-~Ue4SSy1H267P` zP?2W2NQ=W|(Z->}xqwTlM?0Fbn4q{qyQJy#z*T1GX}U>;Byh zGg{GdYKCoctET$Bz z@t6kPN3S+pm!;|$Vzfp8C;kLS*DEvUZWs2?@OiKA&w$YL;a~liR6wV<5gPL8g{n<{ zoHoxUmz#W-5)FP*Gk#}M@@%kMqAV^i@zpPlou%=wnn%E25AXJu)@lfrG4-!p90^}s zG*6^?Vxc!f=r~uG{?Pd#5~c`bALPs@8E%TmT+86#fKdDRMNtsPfgK@9g`o|8 zTFE(^R%ZN8C<1~mixm%T_f$!_nQ<3y*|mhFj5+H1@z?9I&3{n$(%;?DXan{ot91CL zQZ(uBWjsL|Egwz{XUNgC%~byziv=Cl5bEDlfaAFPLBAd7pcv4f#=9tSB3L_a!rDd4 zD6OE+?1A<^=V7H z@~BybYv zmGWA65tJ)0$d78}UA~o&(!l8SQtyS2U%M5tB;uXr5`W5=uUZ*l#InC|pQ4vlMVzjYj_49z$$XJGlN^^6O z5^avWrt;h$80G!QaUax$%NE{hUhCPDBku3LGYiZ0l{rp_{~IIyD~?U>xe z-85Rp?ViW>z zLdt3NQg0bdV3JnEL;qdUrpP6w&C-ssg1}WN(NT2FA%j1B!~AsVC^krXNm%_@_d_?W zv#?)ehD#7sK~C*B%hiQ;FpI~vnj`4hD8StHcqYj~3Cvb=h0P@ z-C}^-|1F4QW0v};Yu%Q?xDDIa_nL!AfGZMGs4>%wXBR2DVS<(-t6MM>viNn9@<que*4uwmL-u=)zhkGWkh{u(Q#Hi9}8KZjw z=W8jls`h9$vssufT#4TPw}%`TyR2P;KHf831Ut^Q;q4X`i7yp45BJ~Ia!u$ThwA`} zR^*}C{-jmpBXup=-*ha$1?roPjz3tu`+|&>V>6dGQm(iVJ&gaaw09Q_sb<@j3qJif z`)pF{N?R!c39HE3CzM!X^$pTDM<7ee3G^Ec!ku3W zh(7Dgj@{>R_|ZUji4Z0JUgyN4hJUJG^LLFc$VE)}RX<;ZJN@x&TpRsiIZ0g!I_b$c z&4s{TCzWUYd4Dxv{vr=Wo6yM>SdL6l;L``w`17^(20#5V=g*;7x9+-BKM<3+o7A6r zCwo2R<40aR@ul_bo;c!%(&*6Nxo4(o(R|{!JUP<`7n!@h8Vu&f3VgJBeeS#YyAOfr zen8^Ljd$jM$A?1O^fK`DmuWVbUiIabS~pEyzCR})o%LWEN_EFdQ^o(s)b2e~uQqNC zC~Ciu=VcQZ#L{E{ZlU{#h}c?*Ra_)&}o=k-#r$-Kr_DjL>f4Yl1a5 zq$f!uaN4o$e3acs%-lznVY^X$uFRH5jlx=2y8z*s-`-rOJ+8o)UilgH%~&gg{;kf< z1V|DLu=GyScU@alpwYcx<9R_BRmoq=GB%5T`L~qMFgH)xa#9Yd |vDu0JZ+XWr zb`o_<>2w+DR)EE<<1**B0NRZf@~otBw*O)y=tKYAJ~tfw_tA^V%13Ku}aP zM4MKtwYL&B)n$4m1$B$zY9W4#=4hm5H_3uFi?inUUUEE>ekbu%gWBdxud@P! ztmQs{k9_{aBo0BgtF<0eWKr?A87OqlBK?#rpW?sE2-_^Fus!H`w%zR2eNKt{JbFHM z8S1`v0ck_HMNOZWb57ZFOJ1>2>_bXL`jR8DQZxz(M!6$2Yo0S`rnc;%4lNUo< z_W8SMOQSPnal~;cD?lz7cNhjsp_i5?ykeCfA@9}4veN6B8(E#ar`7m9zn#n51wfD6 zgk(lJJzJy*cv4+sTO?&|AHWD{vE}-Kq~7D0NELoc0<{>jc~)#7Ts%wJ1@-ihY3=`K z>t+^LB->_eDJ0oUV#a+pU7-fpX^WXwM%7F;^3E~A;nr0+%`vIl13K41h)39Ro|h!! zieE@@O`we^=%(R~@nP}+=)T1Lt+bB!y$`L2o0h#?KeO2d*Qv^$u7N{feHB*uf+ zsDE3<_ckUjktxG<_uKy&rqq`SH4YkHZU0=hkBa6DZB?Tt2pK6#L;kpB z86!)yhPa0tw`dei^>{;mVLvDM<85-^v3E&|&kP6|q}Db@8k~Vs@j+m6b_j1Hq)cs>vv;YO6lz*wIX^Vq5i;+{kk)e>gEA9ca^V;Z)&R6ADe*A9-Wsw>y^NAqM%U$D zd8Rk<1Yh}e)71_)>@mIGw-GO-g@abo4Nl1lNX7o;-xdr>$iWV12MIZK&G~4q(U|uS z8ir(>hz0Ba$h?zpGlU=290jP6mgT4N>}`QP+%XdP;>@l17PWY#sEn;GJt1stE{36iYogueWf3LVo&2PnNGF#TXZxrs^4|Z%(=kh;byIt5|3F{<V38XsZX5oGw1~O9lcdeQCDCg!lbPYvRhRMMNs8ddg-OfosqS_BPXGf;|>c(tUsax zTc>**cxfFzs40}iCB6aZP;FX4g^#WJthFaTM8*B4*@px}UcanMY;N;-d`aJM;hc{9 zRD5X~qNc(<`?tN4j`&EYxiA5G4}A44NCgK<31KpGkXKJi3-GfQirqMW#Y;eoS+2Z_ zc$DV(B@|*&In$wYKgj=DU&!cve)S)NXmGUN6d;Z;&o8_@Q^qnN?P!_nwzk^%zSqV^ z?AI*i`%hqvV>H;!wWD&^=eY}rQRNi$ugP3@fc=tY+)wq2?N^Q`-4-(fy!Px>+q7m1 zhP|!Z^g!jK5t6scBnn{xT7D{{B9r>D-s;0UXUiVP7|U)MALdN?1wP+Wbq6Ed2BAwuIqPk+bnKafzpNhqsd<7VJ|Fw+h`V3u0^qOHlA*#{prL#p8|we`e@ zZyDc%DD~)a_?$BP=3M@Nht+ofdF0`*sLYGpu_1fN$_e3RQGNsTp zQ4HgOLxb_;)h*~=@HsGFcc{oFmDz9e?vzP7Y#)wK5b-kjBCDh$Jz4O%Lc_*Y8mSlN zqOY&^7WExf)7BC=&!BMD7reCrzh18gi+|daR|r6VkQt_ zQ?zg#*e|T&Zg+UuWp0skQqRAZ-eV>T8$@l^pLiSc?a$6Vij|~1B z54*2MhOx$24`tZ_uI6O2M(a&;d`&@fIVLftkd~`bXs8OS?#zH6ewY@lJ|CI;ct*#@ z!2#qA4!<^iq{$z~!lY3G>D14R_%Jmsoc@zv5u2kd^1MeZ^2`j04^*YF-aK$#s8qUQ zV|dxui-)vR%uW?7r)Y=F5lOdUwl(Kd<2R^}WAZq(H|c9)%oT95!#K{L=C@mQ5J<0~J*{7p>poMs3}2oH#3s zwIZATj;kkn$mhJBU+272pSy~@EUOG@${#Z5qp-KH3} zTjkWW?%eQ_&-Xjt-5Q@$p}o#$yhOk8Oc#G$E6BC$fa-tMm>>(S-p~5>emarOLKqHI z)taVSF-6t&y0+HyBP%h(9LJjW_hkxRpn)~s<_E=1DPu7_SWNYtY*-(R!muK1LEsuq z(djDTQ6lxcO`7xGv;j^RK?Rww98D+pON~ zht(PBtYUa?R!<&4`$wgvc*#}oz${vTscO`MtisET@FBu%=#l5dtcHV z%+Hm^*tnl$S&2);IN}8PKx1?hecQOGk~aPQqwum0yb{D2*SKt~sUu^v#j`OfoTA19 z1w!@(0I<=+Fr3drqHvjds}~q3d;kx8)J#i%bt<$$n1Md>{M+%Ql9fO0hh+CW|NYf5 zvKiCeGC~d2zW|)Xlg2bbt5rfqZnJe{8_wVke-N{AhC1V&!z<_OHau=laFsw|0Tzt^ zk*}+e7Q|*rsL@SeWLNQhd$C3~tI1kLeC-r|?`}S)>g~NFfc_)>3kPA#*a8YmA6H~` zr>hC>z4A~!o!N<7vC?7VSuYKKixn(mW(tUVt=nl}zEQCGHnKU34vo>^kQ%)YaXR#{ z=N}h>E<^F5Qe>{DBZIQOHE;DmEnF1WmjH_d0Yi_t3db_cTGvx>k?rD?Mdh-FspPSo zcS(DAk&3P+rZOCoQ5!m`>Q(L5_1`Ag%@!&R)ygYpj9?>0vQfvYG?J2bvM$IZRk!bJ zuil9V++C#S?)BIicwhIw9k4oNo9k=Yqe5Y~!mY+Lx;q!u&AN5=ou!O{zT5%&%n72m4{fi_(iEinu)8}w6sMEIe+k}k0Re0MB9l@p@-kY z6Skhg??t?c-Vei$US~9M();43Y6gy+L}Hc&pfH&R*R5tGPVaFTi7ltG2=KdE4Ae6A zF4YUFt)Un@^hLikd@yjAY_KnTQ!y#M|mGoD5faI4gk9%mD+miv@@BVmi& zRA##X{Y*n86BglPbaN?^3y^C=Cyw5hx9(oU>}h^pY{Vq$B1DdH@05c8NwPuJb zT3F=4AVp6ZEytvivP@6^FlD0;fSCKtHWO<+1g*+!eV^j!X(^GH^YP%o6p>=G%}EN_ z&e<0S4|X%Am1W^tGe5wh!=)xsa7@{2{Jr=Cr<7zB2TZbE<`sI~=TJZdfZh+huHl++ zU;48Z7hb|Kdd!1%N@(vkx{5MWvvt*nz8x)2k66lS@+sfab7d99m6&kYzTmjU={JWQ zFYdpt2h@yQt@J7Ksi`H)#k{5kRFh1Lx7z1nJ0F(}0+&B9T3y9ME^#`g6(@6cco6xp0Cl5pb$Mn!<(@)>b`*hv zzSD6Bw;t4w*x|ge2GB=X{My_1#C<`43ILiyR}Iz=dRWwu<<36r zCe?s^*>c@^uTl1Xue;3ih9e=f6G8Iak52;VLzG?JAyQ`J+RCLI0WjK(!%6ZvuR&ke4Aw zJ>4^Z62lLwee$A9Tc_uru*#vG`C^FR4so`@Kk7tFL0lH<;fxw-gjbH?&e?8#{EebK z)FE*^6b@dhjw^TdP_8?a5gEd=sg(!ZwBYS65tjz>=wpAf260-NG%TC#2#V53dbR-9 z8uu|tAQx7_ry2n1bSrS=HTC&z{{afYF|<24e_+xrcJ!GIj8(_fNw25JaJNu7NJqTw7v5_6^3quU8RvM)n=E zlhMq1CaiLvLgt{!6#6VV!w^rOi3;Ox_~s09gQbu$g1WNhunQggz%Jyz_o)r!X7V`t zeC|Wdsi07R6j_B~m4Bb%lhNwmPHRYgjZp}^7Sr{4SnGSaZ%w}q7p7JxqSC*PHQoF< zS|2yW&Om(c_iTz~I69l;RYty)jt>|T;`_1x3n9Nm*n34OWQT_KW5R2IU5Y5!R(wW{vk4k{KDVNH75C!d5_VG zp{%xjU9CTnwUExs4<}1}2<~Oyvxdk29K3zJ$|bm&vgw^_uvWtEFTRLG;e_ms)OF$`iu zBE=KZ;+c9>`|JBzQSjI#UIU$HbQZeHRXoTEYj?dho#X^d$4f3jF)tKI&O;W;|# z%#MMx(h$eXHJhv^XnK~t0kV_klr8WwQ-e8wEtMKj`FGRrhy-zRt=4~jO+7Y`fWUqS z8@fKzYD>3SP-tN41L2V^9Bo_9M%wK{r0=c-yWe}T@1R?k6=mEo4~RTwQ^;P9ltV>d zFg0CTkA!Y&sQpy`sf+b0`d84dsZ5`!D|FA0vC3C)hGoDjh|YZWFm$r&M$L{DyNUci zK`CWB#Mw{_jE%UZhL&9jb~m}KVDqPcpFLKcjAP{{H^tqg-PKWkR)o`|^`w@k>CYNs4@V>USv71lHOYf|TLg5e0SX z1n=lie3HhYM`SSk_5rife>)}vr2nW-OeA(O65C=)e;>&Z0l_ic={UI`J%2+! zYY=*Z9_)|2u}iXTD>)fp5w{W**+=ao@{N%4Eu`wYr)?~ zqNQ~@Nu!&>?!5%%Iqvr}>3CKtR|KaEAlPinqr!rjXsdq?oqZ8n5v>VWL|&6`t-sq; zCh!V~(Fu>{)nGg)Prl}Na3JB%k>vr@gG(j0#QX$5wE&Pj!?8E4mVb}LuaZ-qQuin^ zAR3yT#1k{$oTBwj@4|B{;Q?(il|uBFBzU@NvUn5N(!`5~0f1yxjGc7N*v}Q>vlI8h zq$r|U?-dS=C06HUV4ay|F6Y}A<4dPKwl!)YuKwZ1*d{4&YwC+? zRa;yaeu%GOMXnNb&J8Z!eH=jBF%PS=!0VoK8PDtf#PA%ebhO35pON)HUdrppKPhRA zHQX7P1K~tH8Q6xEaT$3airDOEEuq1=07DV_*VEsBa5C_?mhqj=aH~_m#1<99?oJk~ z4WlOY1wW>%&CPPP;eQUvfp@eeR*w+h=Uzm(+xe(uY@+3(Dl1g#uoXh#l0Mc&n%sk( zyWM5P`R6DNiL)8w`@gD5qPzD>a2@wK>u|uGTx2|zs(I`ALww!KQ6U=uA1-qN2=Ky>diP-!v8unXhaKdVfF% zYB^)`ty-+RB}w#0=B*NobW!d6jsoE?_4ODmjbA7B@c`psSQ z-;C{F@3LzJdC5?Y#JiO>@yeqeC&HIRIRdeam(;vPAxzdXD$PBl=k^LjJUfgFbwC_V zrQR4@!{+KF_*WkP)72JTI_wu?s9?Xs8-)N^VGTRT!;#cdLRiJk14}C=Hzb z;ePk)qO|hG@fZLCu`3u~y;+9~^D_~_h_+U+4J7VNgN!Cu5Pd7geJj^?t+gwx z6*HQ{oOb4wy_rp@r@tii&lCTpbx+`2yH2~l9y4D1Z)YTP7n8ittpbw%W zj{ZY992{*t*CPspJq@_~Q8uw5ZQoSESk(9H02+6RN`Gh`yMxSr=%b6mc>Xfx%6uG* zhEgUhXES{&F^}#l8*{SbiCnan#lFA1!Da4hXT#;(kSN)P!opE21dlV? z6&|ic znu%CtdY#ngP1Oo_4;#!KxB#t6Y~3z{8l3@Vgt5@Q(0q3k%yVHtaW2$fA%Stqp4_@h zBori&`%SYk_1RELuH$00)zYTW`ncAfeNp}8qxg(#IN@twEjsM>Q zYR%zd&<9--B!9(x@yGtRb>Sohl-FK z%;7jd-n14;{>#1E?sGN zm~l$GtjJ*BF=v@0odV`9Y+?H&QL6nv)waX#+8jbUj5nF=p!|$jhu0LN<-{MH?6cO4 zBm!Y2OCon9p6JX9_3V}67`4gKl#YcXN&( zbpM<%hjLOr-$L{*!@aOV{WN2txhf~{GG-nRC$)LN+sx>J8_4laTc?T3EIbgp&V7g- zpm$@Ls<_J#~-f0Dl=#qq@Ym zWZy2(*YpfJS}A3B&EnvD8Fl9eQdP9{(HrrS(fehQMv0s?ZewdXi4AKIAKLAz>pQ5X zYvRu(7bG_v9e5&ca<*dQyo8zaNJiBBsVO!_k?yi9B9WiuDU53nCq42M{~Z84sBe_I zfm3HezD&bXHcRIFElE!eopUu&L0_DXO{ zwUSAQS~vz`${X-$a6D83Y4KujKCrHvuZM`y_d9V7cPTitN-h}DW__~>=s~%8?o~%J zgY~3A4@Rn!S~~63E3_{T{%vo(--zRV^+qdtc^j{iYLDN2y!Qx(S5`bPgICRV13)F6 z#h8MC5+?$~5N3utcfYn_hF!HuWH<9W>Yp!$m#mQ7xSvw?US%wGG4TM;>&&kVo$qM$ z$aiSFEa3aWG_1X4oUItKebyAE>>+nx6s#&waKNZ1#$22QOb z+3FFekBzh1hJQnYj=P66)ubeSpNX(EUBCnT-WwS|P2x@|yef@m?{NJA6MusF9u2%GvkFDeni=vVjEMxMg{tgj5k2>EUExI~p z&A^LMRxo9jwoQKOfIB;fyLcbr`&(b|heU7unZ*)xfZJeRvTFLh)F2&s zTgRf-G|AYH4}o>1tu9hWZOhy_U|CpNg3p#8uVuv4WOaehFgF(S*$3_d@@6?_O}kpw z$3rG4zJQv-ZQiGn6 zb{J#)vsa3ZsIK!pQoquWM5(LBR5}8=3(m%>M&ZmE=Fxb&r%TCedHU?CXi=;5XHX2f zDO)Q123V$gMkvg1oYSymqVc;U56k_QH|t#1*>c(IPK#;iM_=?mtx`^^@ix}NsY8JJ zh?p%jp{fB=hI|2Whofl9FI~&E{+B_mD-EAtn_R~cX0lln)7-xc1eKmv>)DSJ_S|BG zyMmT5-pZ=4n2T1lmK0EBXD1tGD-vd1;coVI;<)5|=K^QbfLA*5SY@YKKS|BK2|Cfh^VFt_bgr(nH#P;G92^zvd|rnlNL5L6 z%q2-6i|cpG!y;1Y*uUCwOb1G=TYj|+e{af@KZ%9t;^nXsQ^DK(G5_qnh}cosAYXgp z=hxw{d~5;0J^0B%>Hhj;k;G0-VOFCQ*794xQ{y$-#f$aV*0zeUY_yAfU^dSeY^J1A zX-!EMv}0cOVTb!802eK1c^cM_2k0 zsGlqeE^B<4q$15(W6T7m_mE%SJ3lNNf~Eb1(MB}_J~CqfHw8_3{)o(UaUQrOhYr!xRu?R7FE-|V&lVS47l zjOU&&Pl-cZO1?71&GMAqdvcS(qQwE4;9w5Ad=m|MlQQ(~*_^C_VUncW{tPV~?=;u; zvbqi`)T!}`x!lKua^Hm5;370+BC6(~y`ruxddBz=3S$+L>ns#C-24M42G`|8TJ4wQ z!s_wUv#i4EcQ<(&WP!1~I!mc2!gOmD4^nFV@;SGlWp6HBD1VqfqL@u+&U*2NV0+-}wD>6O*N+u835QnV=d_#rZf#7Fi!G=x*p+4my;1(2RmRs-G?!CVYFu4J?2cuNF-O87=1Qv~W<;CD%J5883GV$a zbzQF`@QgKfKHf&}J$i2Fv;I%1?v|R9%*l==KG@ zy_9abH*@#@t@EF;EG^eRlL$n!NsR<_k{ZEGFGe=iClwSM_ozwbgN$Vj1L?BjWhrd6 z-(FWN)u4|cZ=~VvS_fk^r73fRi%AKX^oRZEhkEx59}OVSe~H}bO%?K}OydXcg3>jz zJ>WmAV!OHVavj4ZWW6&URs~bOq`I)GwMOz^eZjngLUR5FO1UEiQ)#L_#Dpu6l1h?l z51NF&>P2-*u6Ku@j~3J+_{;XH4Pz;VNdLm@3&H!~@7Ck0nQ5z{4O|lr4?&8bH-|#> z)V9HxGo%X(rC#pZ@QB{py4Ak@TZ`|o-8h{Ze){>TZ5?#q{Cn0}ilXYl4&v{1(EEOjk_HTKN4KYzsnS zs$+hLHi%U;|8x5;#Mg3Kx32d2dU@)OcVzv;oQV!(6Kh~MFFolo{Yn3=kIq#=)$^FQ z*Hjg0kaK}3btO2;Gom+ey#X3ouasP0PwD3vS^qdwQU2)p!Z_K#W=*B#pDjEC-n5P| zTXXuIP2gCXiPl;yb}&v89y8L`F@3MB4_mT#&p)hKAQMTaE$(zqc^$L%#4J)!%C=fk z7xANf-iq-6vGbsh3f#~3#Ify_0Zr9mos@RNU(eLp|<2ulVA8$d%kRes%ZZ0Oiu&Bmv0D=ud<_7;bP3 zCeqBhkYW!QZAm1|#_TG-I4LEwdZ8g0qLB1bQO^Mr_`w<@ZLSJ&_lMP zLu=&_L)I?mQ|`v!8uFzE{qQ+LLW(noV(`t}@6)9MHK?kJjg{A%3uj-|tZuE$ao%q= zo``c^0nMJ{!WrdPJ_g>@!G0h-QwpGYqh<`%wN|1=lumN8-|Y~jsj(Z|XEL7r{vyb| z=qq{Bo+0VA=LtY_EiH<6_tp-E2y!i(3_O>|g-;V#J( zsbh5E6lP7fyYp$#+71`l*7NtuLYhnnB7}D4Zo~tz7zS}(w{<<}0yN!y+JNzF5%r#z zi$4ZA!$zyRI1+nyLAKt;%e{^^9$S*jGUZvLp=j6;qJJ7KoD9drTsGFnX@;;Rw+k_p zR9ibDC$CS9#-fwG5<4tI^DDJ`j@&rCC;1rL{{khGK-JXrQ8^6>dUp}M9twvW{t>I z)nr|%P+r3)_T~0a*m-14tjz#VT7VkAC2q!9D1ST zi#MxUuy7Y=h%9~^GFbJ2k>y^rni!Sp(mXua#s3d(W`54Hux_W?)nmPtQpWpw{Gpq4hdz%u*vH`ts(qiNe& z>WuuNilcBZKFZtZ{NHD#j)MbLZ|~i6U*G%vkK+lqwA&Gbq+}Ff(HxHC;AMw1C~CfP zqKmks2qEx;po1f%p<wh+IoVxVR56VlQWds@$4;;gUSDxvqR6KEnKIccda3#l3?`yaLu| zigrX2=KQ{%KiL;SHHq;x{LZHD{0QZt#O&J_*%o@_SH^J|sqpbXrn{eB|G4z8pDQSy z{xR3|tXN{C>yS}o#nV^>Do}C)Md`RHZQu@$DYX^d7LDg)xkln#?g^%z6PH@%6W(b=5RO?kv&(kAhML4E;SW+3|Isr{OR103h(_(h&5sHNIOY6g1C zs~Y!%OFOS^G9*}bNlr}6OLW>&E{vq~0xYd5B zmSSbLrGc^-#AE^|6*i=L?kKU(*_dbQfm|LAQyp2(74@xK*Av0#i=U3$6y< z&*MTjW$___Cv}_!?#A)x;)6#SD&{CDMsdNqYLVlF%GaHV{JpK0>!&*U3-qbF zw@IZ&Di_xSQY4|>H2^2G*L!U$=HdyN6Zy*+u5VcpKS3s$Be@ZQH99|2Cauus5Mt8} z_9+`OUPJb(r-YgMk(h7JNB5@?!5`loT^%6Es8~^;5RWC?5BYEA3o0jm@XploMCnYq zMBX5GJS%YtUY+8y1&$n3zA6_0N(REs%}Jh0mTdrjzMEXu_gRAxu**U>`%GHOl| zCR@%7n3q!_b}3!n(tcksAG0emE$-j8t#wT73y&_wcDY5{c9%MZy!L;nr*DWpw0Iw= zog_k#x@bn%NtNUk?(*#1q95|j+Hl0Wrv4A%N}Db+2_7ez-Cs>^C=0|`uKk3=J8n!L zJJ+3wXH79DE9K~dA)k=xtN zPh#SXth~A*?staU)gy$D)^QyY41-;*zq>-#W`~3>H)SE$*`7-YosVWbyu1)Vt zk2h=TB5L{F=IOTesUq?IN2&o6*nGzPw=iqY>}l3ulvOpmdUuY;G&^yVpLP-$z>;L7 zJ|b0a54A1bokA3`Gu2nA(Ws+w?+8-Ei@dku^rZ(&mybhHEpbf1VEdAMf=ObqZMjgACU?@idyb#Ft!i74rEoLF~EV@$>?KTc$Xe@(d#FJM!7JJHStd& z#3p?wf7hS~k7S715nMJE$X(7T4kHWCah>9b0?*#mvk2Y1##2Ol!%#I%1y1AekVQG( zv{_L~cB483o>--OIE-13<6H;%&(NPWUHOy8EUJ&d?Zwgoj@GY8%qgiS$M}QIF-pF! zKX$CVaWdYgBd@_M>VT!O0E$n3?%MUlw0(>5{a5qkiNs`BYn*C`PhOu~7dB%39c_@g zaf|upb_+VP-Udav@G`QgbF%?#t6$SR~=+ExPr8IMid+Y9tA;I;Y^QqY%FWpuum;b!b~aH2>lIDu+fyX3h2M z41owlg~K+s=d^hq4x)kOfS_7NbvxMM8SKdO_;B%T^r+6(*tr~;_}#MEqiAfZ8Dd_8 z?MGdX>naU;rx;9g*OGVKUeyhQn~iEjz8AecV}EJ*uEX@%OiQ{*55f z5>pE2U(JJMljQmGWh*sC!6+eB@Y$SDxx)X{*0J|<1`Hd)Df=sxH8;&H$R!~~#l7#?xwHOaW^ z2DZmTi}b#?9WOf{A~={>uqC-fYBDa&8U2#F9lvLyqtGysJ|C7zbR{pti0on(XSMPQ zKOMXcbKY9(_`;*(iFf+0rq!Ru{Z(@Ua&wrXcTvOi$=yVX=qb9*tM@>kDdsn6zu zJJ({M3n85rGBaIRN-6ce3c%fc-l=DO+|$%!{b{MqMxsA5)gqIGBMwtB2rgGQVxdd~ zA$veJG@0lkqWtw99>vYzg9K9r)s!&T8T6~9!ksGy=u2ydd`>!bRyxZ9!Ud>WcjH=` z){H%4R9p`=``Wz{Z!S&IC*fP$3sB)G2FU-oO7w7eF1LV>xhX--9N#Ojo|y!(UEN>| zl$u1`Pcq0pANW6%3U&93kvcbb!P-QeEr6{jY?kU&rhwi?Fj>obt?7QLiZi`~J^e{n z=f6U>t_pM8gbd%h(D{0^`&tLoMqy_&pe`Mrqd~hrIO@zveQW;3>sUZU&aD>IZwDRTWI0m~u_Poi z7BVEo6n8`8Tt!^5>g$$pq|1={OBYoaNB7=aYoA!-jKJNE_}TRrRE!IkrgALKPgdok zD=my{h#rlJi4uEMLqBwxZ2J?z>N_clbBSMyk!N%9t&16W&^Hhh$PrDSU4x8cB9GDS z@v8W=@7}?lcg|~WBC+DY`>z?2;Rr$o&CZdyO1bD0RRQ~)6y#N5Uq-2x2X!tbp6E*$ z`gD&Vy2>{8ed4ewoA*+LP@6{ohlz!-RI$hl3m4xDNIlqzm2YN?WbPLeB_vj1{$3KG zCf}XK1uXx({yUP{e$K&B%mD7$i$+Wr?d4#E?u!%u#@wK#UGGRle#+Wbm^U1=c)B{4 zrl8t70<{x0*_74)vdygnJjk$cf!^OANUNvF*piMM-s}B=s!TPAZUWa`AZ^d@z^079 zmadLB%^D=rsH>@pSGB-%>ZzQ; z=jA_|KBrWEUFWnUn955Ry%`nKrIc6;+iMx$a(&nN^2!8YO7ZKju8?06aHV{;+R+Ow7sz{YHLq1DBaQFaBP z#$DQ$+8f-S%STLXlZmTKQb9IgZog+5?fp#pxu-H01UKDW(2Lo=(EKFWH#c(ZM9b?jS6tdhS$IFjXI19drA|8w z8`bJlP`!E|K0WT8*z%r9yoS5cfNmdJU=y5=i^1Wp>I9rX8?de3GWaQdKLc?*bYB)+ z!?5G|V>-r$trFE1rL>$|@z+6udO|&u59$$p+baD(oStu^;#bmvVrSfjx4Fj?&ZZSL zB6dH2V~VgbBz=2Axso`cX@Yqgoh@d`+=Bbrj0TQ7a3tx#6H#V2b(|hJ=6b{LY4hc_9p@%WqqBa)^AfybXJ-3qE zG$_Fce6qZuY`H^zm`wU5ejcgKc;oh^(hx7x-L0K1zXi34L4*wDALADZQ%4kXebwd9 zM_^^fBC$vos=pm+bm6#XY&<0HcW62vzJsUYcx2*5Y%Y^co#nDU`ILQ2*xDRaU~4)> zVpYED8cUkX9z%q|icM)2+bdrOl!wkC0vO`X|Dp34kv=kvskao(FX9}?#RdkD@s6}x z{pfCM8_LnxFmqkk9%QU#)CDWp-bqX%CeUF{Ka`|v_V3v18t*Rkc=O={?8Dxya7!$0e5JRxi&UpF zlpxY?r!$TYwk=IXBWq0>37YCxQzpM5JxuP>r;0j7s{;(wm1tj8)givul=!NBTTUa> z`C5<0%{D#)RpcWGbdy0ouSNeEHJu|BxD*edv5-Ugoos7vS^NcXXIZ!R$piPlh>&mC zvI;m|K>`dTt5%wb1IaBWJm+*BL$Fyw$Yr&hVP>1LkeXjK`a*+NCXpC%f~IR`<5^1o zvyh0Wno7a?Eu}VVV?^kN2^Z8ozI^EpMGxscO<|O2Zrd6{wWmH4hWYC|AlHlu)hP87 zQ7>)DtK6c;_XBKSxTDdR#Q@Ipb7cD*pDZPz#sC4gfleA6S92&+_xzS-*5=W^(9RJZ zX9Bu>!yP$DS{eXbJ|uo9@E zOQr2i1B-)J=_62B_F*D(OH}lNux5!NA(v>#XoAL<0=V^wi-l|vhw3zAXC8@=e_qXa zSz4#rirkQKFt~qE$m}!jEm7^?T^f*VY#mwQxR4f%O|SY1x#Ts*g6j;-?kMeQ481|r zO*k`j|7B~IC%@$>U;S?}+%(mFsZV<9;ud=7jNn!Y6-;5KQM-j@ZwVns@&p@}=XuQW z6e)i;#!kAxCoV|tsB>KY>fZPR^FB|hIiICYwX>*wC@qwKp_1CZ}H+u~$)S=jmre)~UG8vJJXMS=e*%{zW_ z3ed}epc+FR=>09IMEZWN4_0y{5h(v{@hY$38b~MmI9rAg`}ngz>m!haDC~S)OA=wY z@GsM#*&&(-1X`krhf)b$Q;{*WvZsUn!U#33Kn7R44lZl|Ka!9tf9UdE@||dxXwojS0j=%Hv^YZTJlU{Mm3pYHC93k>*jEqQALufpYs2DXf8du!l||qhozV zUdfTup@;(l$_*OhRke)^zw9K&@PFlFRh&Si|f^I%Q)ltu6$7#M(B3si51r9h#BqT0(~|R z$lj$ScF{ZQr|(2H;#oC)=5D1X9-lNvN0V3VGG zf$t?LtX#nNIH-Hh>mjO!n?Ht_G^i!Dfxv=8Beci_S2B#@`+bK;D4BF)id=XVr5o<= zg*(|W2c>~d%SA}LhcqYN5Gbag{o3>3UGAq?yHT8cIa ziD-Y4oxpuG%tw7D4#k4k_oTPE{l&spBiUfc>z1unRfe@qDZ_5%;Q|&a-ZDd{B=r_D z{Swo4-mkWQSUYbWRQ{!#K8dAv!M7h3R?asdRU2yHy+;fA+^jU{3F`A#qiKvdnVRG? z5=eE^n}kw_18_qyJnIL4S%n)ab8lCsK)(3jD#T!Kq)_0dJrdPF9qb#{z4>{t(+}92 z1NyD%x+B*9<}r-}%F%tmUU3> zm!M{A@-hEs>cp<6q)Q`cS4xNUx@&_az|-F?JiCQ;)YIpZVT2)qjF!Zjwhip+k3}_> zQeVo7w6SN^e7Vc*U5a7~y{S*}N*ztT(_Q9R>o`bPom~C-g}yxI#0@p`2Zf0Epso<@ zF1YLT5Y2gdwHD$CQ#dw`_-;I;E{SsB?LJrfIA(qI4mpY4Vay3O$KZ9xsm0_G6c~w_ zl&u#cRA#me%|89nGXCtSsT7-%w&UmK0>r%_E=*IdL^oxcVCnLjjvs`#I7y0tZ;dT; zPm|kdOVA?>BmKd#;KuRmMJ2=LSEcvNaqi=_LiCV10(%CRb1R#x%}B^^KKogH$cF5S z(w%q=F9Fg=bVcOa9U%S7^wIT;{nCKhe>XA90*RvZGKVsxYj6y9<|=Pi-*ekFim(A& zT+*bX8V5CwfGMAINj`1u_f3ne1n&PH8}_2ABK9HxXWdDi%5t;P?Vz6r&Fx@#PLrBu zkGSb6fduS%c+MoUDCK!$U{!vbj!SQMGo9|$;u?OA17>wJ>%MJ|&&o?T2x`{6L#p7Eb^ zBVmGyRKvhiBs+G}F2 zIo7K*v0=<;S#y>jQC}3%(6It$3939xDt;HnCz@>h>Pd3nq3Sso9kGaEXLx?XoW&tn zlc(A5Sl#FB#6ErYdv(-5Ec8>b{9Em8*HBU$w>Xg`=&V8rk*`cW!GDL}p>@AQ4Q@J%;oDbKX>O_+Mm=Zovixgc zhSj(rQQu`$yRmJ>QV2Zqv$LHq;_SKXq5J>xoeTydLL?|NMB`-wsBV~{i<27pLnT#P zD6O3EIIjE3^(Qx~$F(2qe;D z?UEDb<5FXSlqU|`|Bz(>kp_@lC;*-ENQkFM4_(z~7d|pJZjbI{N1yR!=6>YSzkh!Y z<^j4jXR(_(K_IV{1Krmz@bLJp^`A+&GN>&E_eEGfJC9Ba(R$AZ6pK-;lYH+0s-zs_ z52!!!j%P#bJgF=N&e-4evv6#}Yb`RImVL6Lh+v=(5Uya@ph&A;j(}9tmhc_SEFTzp z@O=l{Z*X9eGOK6k%`vTFUG>n%ytRU*f+;<}Q1`Jk#Rw_kuinbvBH?MzUW!u&GzR87 zRm;OqEw!m-WTR79F6>HThrBU3Nbg$Wag_Wq>V<)A zVwDbM*2-q9^{u9?LY-$fdwtMjwKoDDR1@d?4*J$}cw@MDku}u}FiQRVJ#4JBJT946 zNF-z*E9C1?*6F`cjyZy0Oq-*#gPX|~<|#H}FpfJPr{-^rKXcdDBm7sz`gCM*LY<$l zjX_RPJz*)w-M_UW47y($b2;`OJTWX){Z=Zlh0mbMGn{SIybZhbkoTxCuOHge6%!3w zsOFXWAnDIx*f#|-m1=%#V@C&Yv@t>bnN8OhL=EY&AQfCb`kNsRRT5pzkr46b)hYfo zLVk{F=kR_veSgf>S%2$R&`{Z6DPwTg$EqU6{kr~LhdJ@8bCo66I^BwHH;dY!xAgU0 z?BV$T6HBZBGm|O1$l7IE?vDYAW6pL|rU|VncEz!#IPtCJmgNs^zBj9;&W+oeN57{g z)fE1BQeTdw#p|tYdm9N3M{9pwkFU(hM7fWu*K*p|A2Qcg$>hXRU@>2h3wc|cj{Tnq zEpsApJa}F8a_o<3ePNrdc9Y!M95kD0pw>CZv{)T_=GRkvoQqChAIY*d8_P_Z|8Onq zK#8EZ0Ml4k40H@h5U@cq=lsAesz4WJz=OyuvK zWp#pwg=+TxI1zN13!M6LYi6>ze$Ssrna5$DheG^Idb`;%nGvpF`gX2y`H!IcrQIY2LepXr zR;1`wP)qJ(GE3RVQ!qdol~jYwB8k>kQlVFXx}R8^SW={juKy=PG_Tj1>%5?ua<&`$ zN$W1ZY+ZZzKffY5Atl|lYfu7D*;#4%|KaHy11kTbwWpcP$*#$^J(F$QwmH?L$=1ns zO*q-MZQFMD^uPCgzqdQsXYb!ykCwihm8@n+(^vaWwr5tIL*Jp)F_VcB^VRd7i{N9L zzk4s)Nzjf@AK6KtUBMHQ1%lg&f|HTw4w+(-u;P2c;ft+4y~(YG7$s*_W|?4)+%0#W zm{Y-vKR0N2Es|yGNp;!6e^*^aqKO8CpY2l2sW*Nj9y4Ulg~U%DQcs}}uV_SyfsCJ7 z@ISfQVEK#*^1$M~Uo(?VB@NMRpQ@)O{yYZQDTx(sP%))q_MDRyMi#i`_K!plTYY2Th2Qw2$km56rY$xP1clDd%a*T((`Y zTda`OFcSuEOB2YA45((*)7KzE=nJ1W$)vbt?S%_a<6RLF4IIZ2^kTx>%H9~>*z@_$ z4=wPogpRe=Q7WT8CX!nFG9F#pBjAj$!a~y+3(JAyhnS_ww00)B+jIyA(BEa#XOiDs zz~6QK@${B7ZwUa&M=K-JpYj6xU@V2P(^4}>S5h?RBfC}o=zE%>VTi|7De`dL{?_H8 zj@bXku%#nBY|^r#qEpWn)O(ynHm($^LrOq7jo#9B`9me>W_CKnHjJ+7(0gHs`Rq8HsY8)g@TZAeL6qds1ul*Wy$C|o9 zV98r$bl&yckM<16tAqIcJl|8a-;Qr9UQUQ`uwjCO)ZE0mX_jz zgeg`|2Y+{dy9g8J=*b!ABY(XI&5H<`6*{J~R=QSSk78+{m|LD?m9t zn5E69xr7k(qHU7uX>nyFZ4=Etlb%wDs1cy*9NJ)-#zSit-E%TI)$wDnVI-Y%7ysHe z#X_b2CpjR7b=c$-Hd+ZHmT&^i##=f?QE z$&D_V?d1Tis*=uA01iW2$@h=ijr?T8hsk>a6Cu4%F^w)5tZu`aY-)wnWKL@k=&VhToVIpi+|{XBJYkGq%jkGLDisLoT7lqf^ep_lh`cT>mH`j=S}H2%EeO(ZGg{ z8R#}ms_*t!)2QADHb_tVs2Nr*yDN6P$Dy5%SbY?n{ksUP>UFqIrfk6VGQ415yye& zx=wz1Q`+>V?Ay|S`uJIOe*ARNVYgAXg-dz9m0__wTJhMX z`!`rL$1ycmqUsG0j1wr=cME^vfV;Y z5v)4!gUn_8&c-oMEuhkhjZ{~D<)PJdOG!4jG!hhEhA`b@L*9= zgZw$}tsH18C}m?PB{sEDwYsh+{I15YbyYvl?w7s+kw^~YpHp$W!XLKcsaLlpUEHfO zw~6B6k8P%KOg9%&Ysg1nvYEjRD3ylPY|b|VLBdq^!II82gz_q#%I8CPT(9NN%n^g< zhG9qymY#1`B&p!3Ge8&|G{@@v%guyHIAF?2Ny=1VNL!1ZyM~pla+huENeykM0kQo`(s7(UuP<1zHre9Nt)!h;lvs23 zrSdF`)pGX}>x-}wJxoWE#J!YWKBFEAKVvU@{m9l=E?H7PnT$4wblfg zGP(2ekn`Sr=X0F!=>VUA0~%s8k?BMx+m+3QF`)aY)H*zzZRcw(F?Ecwf?e>bZ3tu4 z12=-6Pv+gM1G3I8KEKST6jv5HUI;Zk6`|LD#iY9Yl))IAB+Ni!npi)Q#iMmEX6c+? z+3$WwQB@8FJm(?JnbC*;7P-S^u0B^YzG-XPt-?%SP@SpsAJIW@?E~zNy zj=}jFqJ!7F=B%2Gs7py~da0GmyuUde-_sdgrz?H-MH5YO>^yA6CVd|^MG(PW*N7e) zE7%jv#MR3Y8g2?&8JA{-I#}eKC+@N;Z^Xz{Vrrl#gx>8?u5Phox&X&~b53kU1i%?X zJm+Wqn(F|*PgoZ};mSfMp0Zwj9q3WQfD-#(X%3pWe!JShNNZa=n_aG!Ce5pF#84W* zTm{32uks>;5lQrKv0D7JL}F;-SheG)@bKpuep)@&ET^C`Rm#89;NIf@1FQv!5?Iy8 zvbiyH7Kx=2sxy;-l=_ngYcyW(e-l1SwVS)?l03D6m7!9-UX=MDbGlY&C);#q=gYBp z`?d1P73}>+L3oR#=W_Y~{~Gnf=}y-Q#ZT6OG{(3AaEy8D#vF^QChkLF1KXUnxY$dk06d&^|RZ9_34B-i_|amb8#ug8@~1+{x^e**=1ctokW@IfcMQ z?EG^z^9R>7_h%|V&$}&z;GXUdE@tZ@W`jj=Vs!Tg>NQW8mTG0bQBlVHztsGfQAPUV zEH4})UAecNyy4%o_jgvl}k2k z{-NV+5$BtAO4oFEWUQ;;i7gKe^=}ARGzz% zIOxaI5%P4J7g@k+j{^*R#KhghX)6FL?$}5x;O*4d5{Cg}9iUp3SE z5s2h>=QE3_o3gWzL0Pm|kTwdO<0@g|^M}G~&9SZEV`n8#W6z3ezPZ?HUHNzaTP8dd zsZKU3@Y`>WsYmguBnE2*kICd)My9agI0{=?mWJJ-?+@0}J1Gc9t}TX!2K>wFs}n9C zu`uxA7tp=D*%2wJ6vevKUitD}ojEymiWxWBqE2T(nHK{4E+P0l{5UzA z5&R>ksK)~l;mz2!!H1J4ea#^JjLtG9QnEy(n-pO+e~&+ZsBkz+!J;mQJ}^AekCqyY z<$UouJu;3hGy4f+#8LB`cN|h^ZQtA8hvb1_#!P9m(|urxta{wAeue|o^>}KeksWRC zcp}ly;l@_CB4^xUIV-=>`q;zWW$mR}ra6nuY^u?6U z#n;b2PkE=6UZ_i8rCUm^V`JCUh8Sec)t0`@TPn;{)_MSi=ZU0QqBm}(48Jh?Xnw;h z6p(nT-f~CVVV-L>{zE)p?b6j$DA=MdL&B2DA_X<+C!rsJWQ6z>zhWJqLA?#~k4)KmI(I&=uu5J@U6<<9i8Lngqngp17M>AIM-AYLQ(^E7_f~uy^!uOch&FW+6(mq}Uk--%(rruIRdWI@9YS zaoIap5KTd%;!IraS|Kg5(13kJ>$cQ|UT#>IDU6+(&5TXMaP{#CahG(4H#LYr_VruZ zr%(3^;p{%&7MH1=5qx2}7ON-$-JVXcv2K2w#aZFX{bu@>&xLlRpJ;uW*k9e)z1VpC z5N#6az<5v~`CnUH>@X-|h|V&L5NcV4r8Fbk$e@?q)O5$f=0?kmZYiQYJR>r-j^(4( zlzkMTwr$yf^jDwtg(VmP&J859wDhiWMpJ9se!1<`D{T^NKa&%H78Pzs9;I7M@JocM zCi!+sN*c| z*@iIYir0`bofX?T#%bb&R3S$V%#y!=kawv4mTqY-6BP+7IrUW^6)m{&TA2&T7;5^j zjO0_nC2MJn$?njvgo2gKwzihhlVc{gBa`nr{et{N8zBcTSMX`r}9=(?(qJ^R_(>YJ$tWxYz z**0rJbZ`lkS6FEPlZ)x1dO%KT2`J37ko-I`9-$DJzqY>I9&z@&Y4k3Eg@<(`eV=bA z`PZahO|`Y0lF{tw%t|&`u8J^AxJqzDXIEi@WL<7hbGw&DZgaoN;Axd%-a@_W2H0mr zpLd7P*&dl9Igv$An_O4Gu3~XdYi7mwd|{@nF(rT0Hnd5@CY#E$rp3#&9qnNi#z)+7 z%n|oDPNp@e16)fpf_D2~CfF6|>eCjL;vLyC+zpJ31q6nZe0wOiwaVvk&7Mc44GcJc z7sS8{b6+^Cka%}a_jB~~!0D*mVME@{Qr9Olqdy?G9UnV4E>cA@ z6}zmJ&~whj@K9c*SsfrdznfU=l{P^Pe~MArVk>QPOZ>AiG%Yo&y62J%Hk`^RY|q9K^LDXE22 zv;jChkf(L1(M|h%6J(WCcfgq%y`KB>=mu22v|d~Yb<1{j2HYSB@d7Ptuubk)W>Xbs zWLp4R4hzOIZG-elFnK>T8*lgh@8}ZY^2^uwNUgPpFq2&?eNB|kJ~JsAdNs6Uktqya zEd56Iok*7>i$(I__aL&C`)?I%ruKSc$2a%32DS~$| zy@j;Aj039AwpApID>Jk;YZif!gml&CDirYxt*b3&g=Z`%6?KNycD7avE@XOjBh&Bw zH$yHUb5Md=7f#*TWE)KG36-QDdXSioHmsLi(`2T|CX3hv{Hi8^W3zqJm7$$uqSmL0 zy}N(meddXjhY)ZfCNXsy%m$O(rfjX>IHbZ@>#lSb z0c_zJ+oRU}o_X^;<;H&n$~D0?x34K~otw&YQ>?Cw$Q|9i81@iH%_7Zvgti@8(xaoMHyLZpv`*eG*>)R+VHdG{aCp%9CpI*04>(u?=V9Df8&!QAjg{Pb)X+SD#z{q3_UNvM+>api zkP3yNlAP?9O+z8&PV9Al*c>k=O}I&Z+Clsjn0boyLe>Ll3dzs5*YOBkw z2ZXCg>6gWvj0V^|6!Zwr?4H-oPJgSQbE5|#juYnPeh=nyDY70iaOQAnqkbM&BV6_rC}P<(`M1PW={!V=3(or;QjS!V$GSu7c zxk9V92Jn)J7y^LzO=3^PKuUet)Bg>}@(5Dsx3i6_+lvn-q45!$gnivrhGd+TpyQG; zmGkqan5qMZ(|3>urY+jH!N#5c&NxHw8lz_Fr)=UXLFlpB%u9b4Pt;7NkU^{@n#q1*<81TntcVZu z&h{occ+GPkj~Sc`E$XsxOSAFrI%(fG+rf_n@sdC z_e$OIF`W1vv_5NAIoWhKz;X$^mCLN4D3S3G`lrIZ8LK&qObW7NE5FUdKm(_#!x&Cq zd_WcJu7WJ}^(WgIeWl;SWwouDQ_w~;YnN7N3dy0NRx_VmpBWFox&e%`MXu)ax;q5J z=j>Q~Y}ZHex37~N*s$4N!~OGJ0BXdH<7CoX7Wi@UjikPTD1dG0%i@^B)_1l{#gdu7 z*y%83=Q5oVCo#NT#C@KO6~EG6PAHFNHm>x25^g(&x;n|Ql{#A#%nxS^pEpZ`1nrVz zT2h5CM=ZaevSC{30xVdy)DjM?Hocn}KD7xSxCaTB&?cAVu#qQ%#@slKkUeeZ%-### zy=6R1Zv9eg&+_UAiuu|q-MTW?ClQkq5gi=w!QJfuiLHZI`8k8&4z)%k#{tIQY^4^R zodia^`|ZUhoo#G%AuKvn;oA>NVxz{0F1k*H0kuZtEYX#(rOJAUF20=88$9z{_8o2m z&!1QZTPepp0XL50It4*WH8t7Ed5Li7x5mlLCdL6YGYS&?%LX0S9MNqW&3b_eO})V1 z9q1Ul>w$|##vj9GJvq;N-};-we-RV{_ro=uZEo<7;u94WjupPj-`lhFNpEGfvRsH~ zsQ>7wM?Vwv|iN_mwL?5n+c8ptphxL}ws=UFTUfXXIl#Ds3nJ z1Aozv5C)u_yO_T8N_T%7pi)ow%RmZUc#Gl0c+|4~y<;=~W9NsUWtgG?Q1x*d$2n~L za3z!JC+Au%7^nGtqS+Cx_8s?#CxH$^^?=&I0yK8F8YG3<{0QmtA;l|U){5?|d**oed0CnvW_mWYS9v$G@(e!0 z*-w4lF=ryfBWPap^5l{O0G<33H1SD!S2LTd5mr@RZU6dHOUst7)==cR5{o31s{C?{ z8LNtN%ioHsKcT7WV1??%Q}d26Cwlx$#f4utkwVH%q$j@)kIB$fqlK&xFt zP~}p7s;5h=oz!mgR2Fq-FRdDk`%9gQwB}uO822e4@;R~$5!?sn#e_=RE{7}s&{}ks zz@#6pE9D#*PB2wWuVs)*8Z-6k&!{QVsaa&=;W7E_wh1}suq7LsjDoNL&0ZAn5c4k1 zb=`TQ^(JbWfxabxJfLW81`W{EJ=1KJ>ZMs~enJ+MQup(XLSj}3E=j-(qdWo-iQ{Ep zgxs6=)q1r#>d(eS!pnDFQ)9c(tttKT1JJU7;B^GOr)7%p(#$+vSRUys`**8Dw+$DOPI-G=>Ajo!A!qU6h_x$epJDL?NVi0fJiAJnQJ~S-h9(TUdy5d$ zJS&=$8IS$XJYCkck${b4HME#h4%PKYu&rfQHRP2u4Sl_AMjjP(s{4a-OiAt4cZr3- zBGC?J=0N;24*A`u)GCfvJv8y4Q&U+jAVz&2R;#6NvHEb%M=CRuOoWW((4vcbEJ3t4 zv|T>!Kq>WfmiMW%WSIf?jV=Ry`oag+6gK*cTQkH6NuLI5s;PekojOV+G1agL1^pN+ zZ%MoLR9C#M%Ot-F*6+4M{S_&c#4+6GROPD`>a?Eb;8|p4cXFKoR;nuGySD-xN}F<9 zP)@*zqEG7Phec9I$?wts1d?_o=RqdYWZQosbx=LIOtNrjQlNxvjOMCQ6zk^FH2^zA z$EpkwWWEMEJ|aoLce-iX+;Q3b|9%Q`@^B0N%h^Q@UsUFaOFFZHp)x2dGM9plGcR*) z@~PHe2=J}p=#4De8E29G9YxakL;zzh#ABZ_LEqqJ>pssN&mZcWG-8M@F01%|rgPm7 z(-B*1x1W1gk{8DQT8;hEE>G?veD_r@x2q;~q6 z?rQkt8BGSjCYAcHBKQ|jRW;Uai`A-9Mri=9#EJ6cRu1slLj#B2tmW$5Ld`P$#_AKjJ~WnynJN%I*$Lj3A2k z(5|AKGpU3y@o{S4jFymvSge`VNVn)$4{fVu6GX#Vq@)(2{d^m_4ljxxue})vPHf<} z;~&1Ad?i@cex4tX(UDCE+ic^86IE|x3^cGH{OaT-++X*g?RM%pfzFhx!aP(pqivY? zEENS`?g0w#BTUI+m{P3X#@gHkJkU;#{cV@@N?_XsZ8%o>0G#(L!jqZ{RQa#b73#{a2qa<)ITV+$k=u z!o;Z0rFB?kad$xkO%H2&&h#F)R7qXL_*LM&i)g?T@drEw)eGhUf-mA7VFaLbt zPqdWV?xVg{vX0LFPz^}i1HqSD{|0-6qlwepXrlrU5uzxX>9 z?}M&i?oVO=gbvTY8&gdaZi_s{`jj1%GAjVDloiWX7Bg#gr@^?E$J`Q)79h6f;0u-%G$Tk1X>>8W*@EI$kiE_E!w7-yE0P8wRjVud zl4UOL%XU&ul#Mihy>uWSW-8VBL7o=@s`1ftD<&9lY0NTJI(I0er`Dl*!HRt2DeR(R zapr?*SBzEX$mtEVgF_f3(GKl2{c5tLXj^_p-)*H*50!o0ylsJ$rI;|ZF5>SAt?pzs zZEelB!g*`})?{*1clCTjG2n`Ipa-Cc#V!F)}CEi2E*Pe18U3fT*}E$p!4935<*C> zOapC(kf)!@OSZ;1rLUJhQyM>aQhdo;>6#rgk+!j_{fu8-X9pI+N&r0M&ZjSm0JO7N zRj99!?J~<)yuD$GOG-xob`72OMP~R5qG4@>>#-Cs*|y2z*y(ST+aNwA7B$}+WF_aL3QZld8G3d2w$=1u;v?Pdb3hU{TEJ~FC8WM1f}CzE2?!y zNM>)+Jlpw+i5Hy+?!4{a1LxW0t7ZQ+R?AWo%a1hXTVp&9`7j1Eu!cv{Ush6?1iu#6 zdDj?r>C*C`Z1ADOw)`AZ`>r0-EQdXjcP;0-JMjR#u`g#t3eK|Lr!sLGuFhUh?d_xP z49bKIj-)>NQzvRjdTI4y^8j>G#tfG<+6b~ekRLUpIrV$s@-d?w|GpZGm;ATCI+Wtp zi6NVNNfk#C{{%~M@K}ZI;vDxkxiMSs5{dor1Xr6LprzGx#oYIzCW(Iy-wgM%T^xr1u_#W6oizn$A8UFqQ44aNMJ z?edRe4}Fg-siZEKQBLd1uVS8)y=YzM^mo7y zK8>Ni-Q5uC8EsB?Yuro>dQpjHf9e0uH7Ua(6dv2=2GnR~4o^v8%rFAm9hm1D6-(&P z@LcW*IWImDm8{!@uzHm<7u9Z-zc_M#^}>gJlbUS^N&vrzCN`@?=2?DVFa*0mR@j9( z$>}W{;nGH&`h4X@8qLDl|COOKt(wU+Vgdiy3(P--wV{(=!u|#kWpv+LHucW{6gJBanxSS}d`^C~>>vH| z%6{*hgNMaCREM}o$GR+F9bR0K`qs9+!~|6!r_Ye$K>m04wlX|#ui0euRM*Y-If?%Ky}wkqFU$vw&vru4Zr# zrbvkJxxovZiLA~s|Ha%Ai(gD*#77VNa~x7%iS*Ijm7`lN^&9WF=Qaf9NSEipKFYxa zW9lpw3eRGXZq|d=$9;Mh<{||(3oHf@YNqeMTJ&P=Q*{wvRuv}_YlMH4{MjQzQFUcZ z*QAm@K*X6K5kSQElw6M2DC1eCK{ePK!5<#)r3ldx5JM<^UV{vkAcXN194v5Z%>h+w zUm0_vh<&nwv6Uq7mZ8T>r;A+8AkU$`KWgjEVD->kTx58B&J(#HQQt?15|{p@nKcZm zd$Z8E-Q;kYmKFB(I2P~um7X;V$0TGwTF!~>Aj0fmnAg-$q23y=NUau^Yi5}JAZ)Bw zWMmq$pGV^8draneURqUDf?DQ05a0D^U!zKS^z(Ml!xKT;p5`v-n*=TsA4!TaBorhJ z@k1Iz$AHx?Tjkb?ZVFQf*7dJf?VMv;Ieh2RMDi%gUaQI6!>1^>DBugz7ewS)o^CzG!wh~>xZ z(ulLRE9=Z=$+?ZHU5~Eop-bXzXf$J`N=`CD`5p>!i5IBk818)Lh#_2PH%hQBJpQ1_ zTO_3b=y7IaU%}UF+I2Mr)La$35sYOHO{sm0UZq*GF#ORi30})Te{NbP(+?W>&b+Di zk*~7EI6!Y$aRc|e_7$Z_L9M|oyq!B#;P)@&gK>iWn{sv-!4!PNy=juyyXaqkHso;m zuFb5o(4N){hyZiH-4tKgVg`orSUiktio#C-ut$#=G@{}78+2xHZ8;X zL=999@( zd7}E2ihrGjIBf%*JWl`UA%W=+a-LI1A}65>AeDvz3@J5lM;L#pM!Nrd(5ig1U~}fQ3wnMsdQ5nvJ!{9* zi(AO5LMmTj^*J*I=jc$9<-x{^^SM|y_M4ZKH5=&K)grSK^xp$Zd|>W@RX*dOXFlPG z+j;MlA)@fkvU+l67<-(5S=Dg;uUfeSU6-w4?&`rgDD^J**^$NH95i?)@9$;#X1GQ9 z2X?Vu)1W$2h_;U{p-;op-)HT|=p0~2WIjW57W`C0ie6Bdtwe*Ftp>(uEqD2VW=Q=9 zHk)uRyZr2HSl|KWG)!#sG^s#X4WC3@$gzNIuX>r?KqJ&nWD=~0l%hA;*yMsfSIDnQ zz99_vh48E5&`VG#gGD}n$EZ>k%MOw)rSEw3-{hdCt^E>bq^Lo)IdaApHiSJktmuAY zf(br*p}017hWW^eFOgXCov-CL9?<;YA98=9P2bZt8B-?c3T6w!n-zDp^{aEO!AMie zESbHP)Jo~$$F8p$Mrn>)VcA%HTkt znJ>KF)xG)}AWn4|EI;=hylbt;>vt^Dt`gLTko@oL-{D4OHd3f&+Lb@KJ>(V134(~HO?a@Bcqw*>mR8bmQ4QOGUN_wyL#7ZG z;dtP7PS6??1+2krm(&K*I7QC!rZ?^Ru!ksDz#lDzZ6G=-J!7jD*wzda0*mL&U01Di zk0wK3r;k~6-F-{fld=A17!s+=h^Fu=v)zN_+?YK~e}To|54LP}x(3RgF}PeU=~D7R zzJmuN>w}`}Wrx4`_jmEYwF!rN&D-^OS1(Je^d|}}Kf>ICGu|f0kTO3T7`Z0jM@;4yd3dX zfu$y8y=+@PU%u@j zObDtiVEyDS$@r>9@vEFZ=gCu!^?3*5;1NKX#B{@%G<^8@f5)4n*FOYOlHCDWK!$ zDJuL;v1SRA%;4ZC9D0g8}Bg*EE-Mor+%s3xR6ECG-9_zS#u=_y{ zw-lt&4iihvwawHTcVY>_Aey375ZfYb)r4LZszIY|MxO{(=foa?Qh2YDv5S;=;|*@E zn=$|LuFH`n3EKI9n=1UDGt#0y^6~4NtUb88@R0wqjX*4siYW@D@Q^U2SG1%sHDm)o z`D4||c4s)Kxz1_!)oat6yW+E(?^u5{rTL8m6k3N2?kEYvyh`PRx0gR3f!!zNVQ>rx zo@Z}$Q==^z73gm&qO8Sd42f-q6X?f8v)Gc(7FK4rp3aI%-b8xP7=`3N~au#|- znMN^B?%5Xw&*U$S<*2~ZZ!P@;uO-+E~v0QUISu%wjd)FuM1l9h%Wuk=>(_wUNYi0g-` zRbqg4`aVY1(l7}0RS*njc6!L5MApC)qA_Fa50Ar0nv=kca5^|@LNK=uAs^talGx7F zEB|n!(yM&ki>LQ^J(&4;(xW~^e;Q9y6HkUSW-fa?T(4`EJ%C=U2d23kUI1$m%g~On z+v4&ut@jBIdqp2!udqOTkvTu>2i;iAw88SgxxyoZQCOJPgsRg5TPp`Z3*D4s1VqZv zXYFd&_`Ruom`hm;kB!lMr#<*~x`fO#ev^ekp)}_wHf-R?Jrecr^R|*)pht#JA5V#_)d=dT!=PF><#rbSM`67tF}~} zsF?*v;wo64UAOW3YyGdW=;&Oyr>f!~W=dEYWEb^^PRI{5P-c%k{P~Nwa;u0|1eIei6ezqvPwlLcp{8aDa@s7m9|k_T`JfGt6tbKPcr7GW_BaxIEQD+e%Xl( zAA+&gXxdXrn^{osU>v|g5O{q^)>n_UqY|0jk=D9cxyY5lubeejy%7MgAnS5OCT+B? z1mM!zbon%k`h_Na<-mEgmcc&JNhE%Nh2?w7S9$Nv;CEOZ$l*u4W5J}tZo&?<9_qHA z$v;*9XZQ^hEUeZeI75azX9OP!V`aTBHRvA2?nuu4y{A0tkkA9zrykvpb*H#FK>d+L z2nnhQ)1WIP6DsT)`)bTFupT53bVC#28 z-|M@cP4Uww0*odECI%+88Yi7fk|Z0=1`;kEv*w`4gD{P7evq8%TnXLN_eZpV5^mZMU2+TV~MZk|pZe;qaZdVceGH@sL$kn=sX3hE9%QmFb5B z>oguQWE3lbB_b=O4b?eARGBB39vfM>6u7rf>A& z95k^e!&Z(rzUoS6DjG?59isjJ}d zdbE^x@$V;1GUAw^Ze?*sIxI(VDfY)ngx8uEzdx1J)+w;)E`_Zw9$jSy1$r{s8+U;8 zeP^?mlW5vdTtyozd7QeYIENkhJRWKL2ztY&YQ}F^qt#=BEp~{4UdkI;z!DR$59J9^ z*yw=79jCG{WN8I=e-~5yQO1gcg$gx!qYnS(%55JCkZC)f^gMU;P}&dNxNZJ zM}JUO%H_8^3cuzA(N?FmRjuu|UZh42iJJo^Wcbw$$0_G%Ga`41xcmAJW&eEm81_J?lfWBO9f5+`Usi zPVx<^>=DTkCVsU*ad|`?DzgPX9D;J6%IVInszmPc{z>~$c-`6AMlSL)jp*FS;zrXE znvR?Yg^Fr%O^1lQQ%Q4{FkU>dzI;wkRxE3~9jY%c*SBmOOSr#34*EI4#y*7zCKyhd z7+W{7M5I7ZLMf-A&krVZ3HFyhEzqpA^&>urCfa=Bo^HKXz_oN>>j{xJD<;07ctS@x z{*qN(R&t7@r^!Hul7PeV80HTt|-w?_Ei`S@<(Z zMe$BGF5{TkZ2=-|d$`WSMGsbVjHFej|0x8n{2uU-@OtyQaKdWjyqOLJ?- zFf-l|F2T!dRYk5yZUeOMe^n4iVWu(qdZ~Bz*+P^nd*gy7MzmQJawvaqw!nYqjqv|1 zwM?YV!P&^2ws$~s5N{K9w)cSY&ju#3j5T;XkbO8jr-TZJhxk&j=fkwYmKdE3L^5=bus)N1xdjFI=(TcwO1 zXN+kzC9Xg>BDA5How{0i#3L-!%XMjoU0Qr}h>zkweu{~GEq`WZCW@KuB$KToQw2AH zI2s}bEjC=py6rbc;8n$@LL`&Y=9BEqjrh!C^lT*bBmb}Ufn4{Fte+itwEg{aj0AEK z0>Y9@@u&^I1Si*H`772e_vm7TU`O0_`!OAw%qdaFq=&6 zgxWY3X9ZKvVfoT~AhURx$3)n$&#bK|3PfO~+~{l)j|3FNR_tbmWnr&-dxbO?8?iT8R0$J!ulg#BcZjMK$T@KwHow;`Crhv+wUw_y=yy{pv=M^{;>)^C?;egZnk zUC2cf^7Cs+=)=;dsNq2ZBH_1z4;K=J3H4zKr>l*ki&$(BmkbzRpVf@Tg+tR1V^E?$|}?m-RmaN?AaMe zL{Ui|67C<$we?+#XKEo2|G+!A%l6pod>Br7&Ei>r+W+L+D1a@sO5g#4+FY15^cE&5 z8#D}k*;n6d@1&WDIK5zlt?1C{y;wGza7N#WMv-Tp$XZQa$;IC>w+R1ly_R9V(P>>V zs%y2vy?yxq)M}Y zCrbzJ7Gnk{UaL69<~Fvy6!N+o6G`zF`K>hpF6tJpVV4T#d>nl-I-WQHQ~0178R{U* zSU!q+RR_!(ldR;YvJ)F@BOT414p5NLixGx~*9PAb~o1U$Mf*YzEBa;o9cdWFv zj9-wInF$Z3k?XNz_5RmRWS1wPWwJP1CW1<1^TlgkP=3L}aZP@mx=~-LeC5k&8hC&G zg?K#qmMKHmEs1GuX5-kWoT8z4TnDp?IhS3(qS0=f{3nPJlhrUCE7bw-h)AccP*OBw zj_C6;X!jiFFMDwcb0W;n!aSVVS3r`QslA0h2>f2Pi703a3+5Qybw)~s`Y&UQ{F^}G zpK8=~rb`3+IRx*llQ*pc!-IgWJ$|fl$fc1TX~P1*X?KYh@tSNs3)Os%7vyQ9XqNkF z5(15;n<>_b(<5nZ;s+_qvt(nV=Ez+LLFP$a(hJ0KRH}FO`%~q^x+OlpQ$aO!x?=a& z(?i)M9T{=`)EmE@Q^6E()N?XT8*MnUEg6BC=_u@wNtTRjh^)S8(403n%*ZvLV@*Sk zG7Kd-*cO~Bz4|0B$d;1r>-n@~6*dYr3m5^m`PM9?ea0Xn2sN3BJ0tvmJD_a^>76X) zXmOv&Q|U!hVmL=j6CDE{BK#3nzlL`=MrlC+V9DC*j4kWn)%i%qYlFY&0b9NuU0B{` z?t&V%t|vXVzOEiI=SAyQQ4plt2;I|7@UOYR=(&5fG9xEd35|8DoomMzk!Wba;Fd7% zh8W@xV$^{DdoNi(Cq>1`oLTO4?~k+|*g#rv&bh&vFX*L-y(6=V`0mM*$po>3O?KSd1wXT;cbz_ zI@32wZ--7-8GHnM4BZ62ZS9z!t1C+8|45AkJe=9DU`;i2a$Px~+Iq}5cyojzkz`Wv zpnG-apuBn$+x-47If}8phf)CY@l#-PAzPE}fZshF*GZ!lCGw?4>oRbDM)4}5LE{f0 zLUG08aN9Y8*oyWw%V}bp@ZiuAXexxS;mZqm@HjkQDTcF?lR8|w=^sSj|6kA zkJUk1m;fW1tKy2~=bL>-*6N{sP8Ny6&Zk7B*C40FQfa;BI03mQB~&T5E_k%goHfYC zHa*cB?0I)>CuT$(zUn;t8RCnl`;1(si~F3OT=RNO-YzKV+y}K(Dg*n%m3Dgmys?OB zF=#PVD&01AY}~$BOIr+uMa|sluFvXdPW~C9`1k*<-m>T@HTx{6HZYE{OVoutRkiD& zGkYD^BA}?#MbD<3xtAxF`!}0NyAXhX$%lNnUYy)N$C}QS=_V)pw1Rfj|GA;c%{O$yViwW zKw3zPgt2*4af;DoVjKaud zba_pdS`mzpwTXUNqVB#qX6xy)Z~Us6@7TWOoD4aBkPm=2b+wc4TFE2#jcjgD2pcn8 zM>{Q~Hs8JlbKD7zBw>{172?WU^PJB?4fG9{evd2Lz zF!-bL0_xEtHsQb|N!~DLigNN-(-k9g=th$<@^^3E2j{z-x0)X&TQ3Av51ron@4!-# z77mk%$Vlf#_1tvxIA<1K2adrHQgLMlk-{(G^?yD0scQPep2^+3j(^-z?;;Sr{=Rv+ zz2Y42s>lfV2fUi)uP-W=Vcl6RMHcV0TZu`^X-wM%Z)*b$mDf^>aj5z=)Unzp$j^o?DMYt^6n5>3hGfo(srM*sp3A0{m6NZx%HyzAnXpWqH|z zS3vY}v+6UuKBy&}-($Z@?a7bm`I#=1#joo2br2REBJOf0Sj)DeJ-}Zq5o~Q?RAOK= zWA9C_;cwQ@Fivop#|Tc5?+mxh&(}4yd42{PR)tsp3w(K>olkok{V*fR`Y<;MK<6g^ zL@bvNGownfaY_H8?!m7hXN>xuxnOgaBxvV5#PzWJCIoi>z4KPG;oE%j3`v#mC{>yp zq`>szi|^$r71`iBswt{QgxhX)@K{JnSUJP}~~rCl z2^C%=HGWD2RUQ)YA{ha@+jK=!)#dL*pilx|_iVi8Gb`x{;eX*R@5*mlwg?83>WjF1 z?QkpPD@Q!8Y|3Gcoiwty*FDn<>Q>mo_jn(-_LE~8MyJ}BbI7Y9Q&D>BpI?fjRYRp> z>=*-6PD$&LR0nj+oeRIS7ppu#RsXFny7v( zc5A1>S+kLU4^Bo<5^NXIE1q>6>+giNE@pASu8}!2l!&v!-lMZJ~c2(m~T&{l?$-XjmiPfgAunkeW2=sHxLvcxE% z_FDh`LQ69$jnsYd8FkrM@x*LLsd1&0Y9SwQ^bdQa%l?Su)4A0#^|k;}&*gGlTQgC} zkw$96JGqYs19qb&%X;q2J9_2l87_IO6dv3(8fp2%*HRByyQ5L!pHvVmh=D#}ZRI=4 z_(W-RFJofaL8uHX@+#phOq?V}AuO5>JV(>>IDj80gFIps0JeQ6)EB|Nw=MonLvy5YMa!^= zhPo_$dWL-1NShzJ*3#N1h}26bHytQ*b87j)+e$j7t&=mb{rU-7JmdHwykBXnoY680 z*Ibjbg(yoQ5NE?(?ZLb=DzUG!SY~vYb+}5%Bg4U!F1=?TdT}jHO@&8b$M=F`_k2Qr zt*gb6IFX+AxUa3o=JQf6O^mVC>bpKuxl5Csj~6-uW@c>xc-0IG3_ie7_1t$AU zE06kN=vv{zhBk^)A3;1E&VlNa^+)=-63wz(jESS&~wqyn!3gj=OppXY)8>?c^Njz~=ykCHNjzxJ1T^HC@f$AIBOoBY}B z(AAxjHA%>EJ=PuiisxQZrCR7XUic@bU3%7%&io4@c18oXvVuyJM8E;!j9yjRVb^)+ zwHyWR{67RZey~*ceVqxo5{l59rG3D&DFF7gK%iJ05VJenBZ0`H#@`ElBdDPGT2GB@(Q*Gcj_14RxJ^NqBTC?TUV&(Q~ zIm3n^dHV^N2C%a>F{w=sI*_WBS7nZJ?4m5|I@av0z6he&d#`+mPx}*S^^N;0TuO_# ze*a08spprI@XP(-y%XFNI?2@;NM^Qx89Sz;o0~Ej}u8 zhJ=!G@sN(z)7q4>^I&61hMUuApmg^VqP8yax>(t@=pkA!S4xFM0&EFkF1i2wRWqF>j$&zV$HRUNx=5_i46 z^14tjRV{HAI6Mpa6Rl;uVv~=49H~6P{}>U0uuBjjS^gu5Saa($T$=aje6Y$%pklkN zQw0|uH?f+N2=p#2xH6xExgSa;(s1xmLRari01+%C}zs^{%H26y^A5YF*QL;g>u(p3chPs@V)sy zDm-}vAvbfL#g8ymYoKKDz0&5yIylZ`tx zVF3~i{~WIO%LdPHIg3Sg0P2S+G18RZ?X2&z{V*h@B7yPt2Gv}O48G};5^6mK%nnz_ zo-yP)&snp4EdC$Uv?a-EP#pi#9zIxf8m;ZXsI%$655i3{@{c6{tG!E&IOr3h-jnkpQ1edpG6q@EbtF| zv52X8=m87>YvY-XLc@t@CI2EJANO@iDw1*zTEHik8xx|eFXnjd7n4;^+8?3*s=DWY zSTmdw$_<)={MEYoV_41H6*5H*Pf^)dyaGxF(x;=;r@tMh+n}!rRe@ySjI+M-6@Ol;8Dl?nI`%t+Na1^=Y7^o`T-3rIVR7o%msOL7RiLJ&2yhSe@<}udV^VhvJXT zREJ|xYe_Ed+k#|8a~zA=nX0CJy>F_SHUFejT94`}rSX1yOh+;{I*%DDirVD*fTiikPjM3cQ_N8%48gV7Kb#6(u_ z+$SAt-Wc9GU#wQnxRHz}XhE8@&XGz%iAN>JN*&dDavhYvq4mwuROF#!84ZFox!0Hn zx(yJ@GHr3i!ptb9q4o-Yd&&Z;YlvrB5Fp4BNP0CX&{I}l{fT%AYbPqX!*Tr&;n^)@ zYnEhbQN0d)a#K#_Yd3Qb<25MRMQWTGN2#T_>0nQJml;|96DjDGMvX0X4g1$`mfC~jZ_&SedW zjeoPW5nBxhl@TC}n`q2bC5^3T142@G^HQD?Vz4n8ne#c4UW<(9+$V%Da7X!*{_P8o zR7wx69o2GON~3M1|K-*Fees1~N;l-zctLMw`S$6zJ15Ur$n_vBGI=7A2kIaU+Krs~ zRRHb&P8x$Kj@G%t9DHq3CzJ0G+k^IhS0zIZz=jp?uYnM|{o>CCVu|E0YOEHW1i`-Y zwYIY5$N}x^LCxo#PeazA3%Si){>KXl1gHy8GaaAhYdZE>b$yl7J2z%IcXU2fDlk#} zXNO5n6_-yTH-`!a;lHO|`Fnb;qr*u|FYwi<+hLxYs_ECiI3Z6Fi$eA|+MV^zibrAr zM{lu2OZ52M57UGc*zN~jS{9llz)QwDh)QnrpZSRs}x!!k0D+ zv$2H&mL(({O%6ab+QzJoFmRPu7s96jd|SuotI++FYB+X1n}kBu#3w!^r_#{0m*mj` z7+8l#mz-*#aN~a8VywPvs|GYRK<>gM%Zj1pzuoI#+6i8aPPf>&W1{byx>L9 zLcl1CV(8{5^D?tKAFKRy4k-$3o_1RYO*0*t$tT8B!S95+aR7>08<}$3>!p)dq(Ffs zi8klh1+zkF$5J%IPLK(@2u*3BTxTfyS?0bFO{MoJO73I{*!^iUn}8gx*rA(J-1&!f zu8!Y=oi6?p&qd;=2MSicsc?UJ1Or|N=={x%i0l1_?)E+-heo~@hQS8e}L zaEJI}mI(4Ss-bs1d&sfBggunz!v#2^g8K(S*SSu2_9ir;1bwx>?yRhpUoJox%!Q(u zavM;&tF^BJfjVsv)NG=FeEI-lz0poq%>L~krCit0`%cW&&v%381`xgWEsgR z5LaY9;d&oHu^t_Uyl+Gm-O?p9-KAH`IQ>}&6^@ET_;JVmwbgHu^fB(Gg<_N2@^sWM z4x|~QU~Z$oOB7Hp7~v&G9+kO;)6h7jK_RI}&m0l*hyP2cFg6w1bZOd6El!1Nz&C87 zU?ww^kDMcx%7Hx}cK!s|1KdBwTK^NkpBS+M;Metgc6s`b$!_-b4RZI&zt3STeSG}+ zV(?XXr|*s?E~gWLYM0*Wea5BtwjyGlizy|6WL#)U2MQ4}^aF1>lK-8u&@2jFFj7R+D$)mdSj$^t&5P#eREO+V8zcm!1m#R78^wzG z9q)hbyd}A8&K0kA>%%r&2|c}LlYFu`dn89bqio7pz2o@n!{0p7IfCmQeonD$uHIGu z8EN2DTvWu`)HI&HBMOmL-n z0v3gmBb+A*z4)=GG+f24H>c zV5EMG*~e--H~2T;Xopp>pDhQ!v}7Bq zD!V>FEl{B|+$JV#HCu-;h(XQ+Y5p!^l-n~!GNjW-Gi`TRl5m}8hzoVfu;NKU%zd=S z0^Zy{RUgOJvQKY{t~}i;BojH?E;Gz(b4>CuMWJu({Ka#z;d*Rl)TQcb3yj{5QTJQU zo{j*m&tre(EDs!!rb_!MI2ziyHHr!8l^$ZVw z2yx~xcRXi|=lBR1M5S{YGM8mYlduEL{gdhII7|JIfEHg&k9~1(yV~yCXuH}S@REOV z@-SU~AQT>Tl4rC>PYL}Cx!&6gr|f(!iu~e}t9w`wBNVJq@Yc2keJ{&5+zjsM{L6&S6&=)xN<C87X&3 zBcb^gzLq&vs+qxaaeS9?A=n5 z;cd66Re2!tfgiu1kk;Z{%B}2|Y+RzQLiI*IH*xId6&QC;$glJ$EK_W3a|&%+00~Jc zA%*f}sOymufG{TkA&zo%{kr6@L=}a1yZ%5=yWM3_2Qf3aTqp88Jt^s@54a~9kx^e& z{j`~4U;NqJ*-Oj5A2zt`cS#b_udU{I^7XsbVsg4c3C@f%Hdyr5h4R8Rn@b|PhqR&G z>t4sQw=8vLg&q7|V43-tB6zK{%5LqsQ%sQ2sA@iyAX|?cA?)f<*r|JJoPC}24Nn~Z zGyiJ$=9&1E=WiQW`|sxA*|##eU85jNHL`=e2~R5v)urQ0=cIl<_3W}ndgwtp)`(a0 z!HiQY^+L|_I4n3rr%n;RM+3UeOHo9XBYD!2 zjaj?|PuddYUV(9(#Bis3qaQ#dAK6=4uN;TA%X4FNv#{%fuC<1E&49G)U#Tvm-Iv2{ zqXpE`!-EmX<}xZxaA)I^fo$r4{P6p*L$u!3u0gMA`gn)Geq9+WXMgQTGP*e?KFjG5 zCmDG>p%=C3?4hx^ae(cq-f}ffl&f5hDZH{`M`lZT z|AAiMSV=e#UE|3xzNA%Hx9B+4}VlcdG?yuP5xC$}tRw{f2TzVA#hj4>D&wP0L9zS>lOzuu zBQfaSV|FO<4cK8^adhG+y=2URTf!3hjc#H#q%q?-N%A4dK1Dy;tL!|Gi&1yQ!G-K; zbcL7NkI#?IPxA*M{cQeBzosxnF7%9))cY9pjEn^N?VUW-FJcrCqf-03Z{(MDMc#1Y?Y*9Sc&yi>E<-G zz+LzF(5lWNZjY#b&>_}sz~kd}xOT289wvYNx3|hgChw(+bFDu|=X8Unm}zK74&!(* z46Gb(+hHTS-iYF0<2tz3fYs!>p;LsVtgpRz8B7YySq{6bGE%BPm@F@4Qj|$9Qp!Dg z@AsHE8x>4ZI{zbf&5kq9@{P|%-Bs&G8%94@&urD;0QV*et>t3$!F}YMku&VPW+q>f zd$W{p<7~N@uU)-6U9xIvLu;ZH=;>WYgNULX;&f(4Rm*irRCbVErWW|?G--W_hh4Hw zIA)Ge=5Z()b34qwE5>*c^TpHk`ubD}mf1Xn!Dp|RcWyBIpnz>LSa@A^2IDZ72qOlq z+EOM$gT12!EyyMO;p_?%j61`k}REc|Ht)F3I{m{@O zlS0Fo-dqC$vfdvFIvV~SZnewqIC6Ih@0@RbSQ#6)I0FT{ZSeWPZ!r{asJe znP{V~Ic()l7Ma7ql@aj1mC&`7qpsEW=V$*RZsdPPv;~ne4W9fkv5tL;Kl;wP7EBgx zu?XDeNEE@S(%s*$UM@ka zstQMul@jB4lY1G+awrfpF%YDS_v?su#qVFJ+*5q6xbA^VsLh*|ka$cO3g= z6pT{zYu*Cq?8be7>f+JzcpzNCtIzUgEPEoew$ISWo_C*IE?{PaP%ee?*repr3cQhjZQm5O?WGdU?bNU7iPr zsN|d+n^UzdP*?G@`;wyN6Rj>CNdwQ_Hq6r{DAK+{cUCde+0E;W9$E$O;1p-i;6L^)xwG_$+D%;Pp3&8 zt&`kbk*gcWP1r;`2(8qc`5n0?ywiH^loNXmHcPyYaz|SX_2?QIwu{5hUn%M?uy9PdcY1Dulfm_+5;RzossnO{<@}mnZfNu0rZmCUr(mr6Q=I zt?u$PZTQx_#BfxsSvd6<)9taW_WQ+h+K&ISR1e5BTxUKV+ z&n2_Y#fm7FCO@fu=+4(~g4x))G*0O1h9Ew!R-I1dE5}B(|AJ*|8ImYTEBMRk=e8y8 zo2ryDNB+8Ivc735>8K}7fD zjaZlHcUlH2RRMM(uzms>ZPA@pn!{c zX50yVeb@-Rp0Wx2@}ExnH}-Q3boJll|k&Ar7n_#ckJmxvYFY0DZRy5#YsT95d2?M;8aB=rM7*7zLmlP@(*ew zAxYz{n8B%osP0CEYdt%~Kc|1Z1v$3c!Cx5oRwn4Fw_302ra8KigXw|7tYYEDB^yc* zfBu)v)7dz?ueJAd1DUbLU`}~-Wn_0Lg<=`4Q`IeElStt;DWmP+=vM&YYQNfi#+|y? zHiKjRJuLn6cL{Y~oLayq`|sei3H-Zh0^lZh`IP-iz*G77#hR6EWX1PZ(u zWnEOw3Bm-9Yw)=OyevzU{6hP0Fxe((X9yh=3wy2AC{p@F>{DY5{yuC=iZjwFdB>79 zV$4kyTRET+c{^XR6ISGM-Vw}(k4)Lw!3zV#D4I^Iz4_oIEg6k}ac1W84-Cb%hNs#- zY^^V%T;U~;p$c(bE>H6j=rsQ;Yi;QtC+@Q1v7@S83#(QSu-#wYmgDD}%5Lh<4KpN&fUWW`b%TB29TI5uqUso8WJQTu`f*1pDdB49pq;H zDJi;z7MA6zsNCzc=2_X=Of!6FRI_JFjsWSoEIS8yO-BA@wbFJv?x;b_^K^!mh+Z_n zDKJzLm6ZPU18I)uOC72)~j{klX<^m=i2K5p3%Fm8@ZM0y5Ay1_TFCCcBW z=&AHcw2#QE=*i(I$gILQYCQHQdkKrW)pc;VO7yASES?J!u;pFshbGK+hhGt)+&|m?ob)-ne*f8F|Cz78|vZMD|Z+ zccw__!zAvC!@ohlUfyppc)y1KVB)$t`q5<(z~wN=&CJ+Yaew`y{6xraMp^4y*RN5M z)!I007u>{fp5;oJAl1WLg73fJaAN!@A!tZ%Jme$H10FbD{_}X;ilXK+0q*S=P6iQI zZbR!12^MEoJG)*dUV-+NzMTh7@EqA2&f@+0vs7;cTp6m-d*zi%bF(on_MbaZ!5T#ryWLzJ`RBHd}W z-`8*%1^_-dbC+ov1zLq#)ri*_MF?>D=dGNKcT97xFkqwSQL9ukd0E&!>L~6 zGP8j)p*)sv840d5@K9uywWqE|O^e&@i*QHTq>~ofd~9brr+lUN>ZHpRh(qh2x&SqG z|AkpU)Mg}Ed+nsvvPChfO5#3+*61GsvDfY82uSBM%v{G!>&2jw^2-Jy4SDW}I0-na z*RUAooLx&#(KT70{wa?vJB6YXevTw-X%BMlvE6NF!zaylH&!UIZwaww(V1|Un)(9g zcFGa91>3T*A``LlrDf|FbTYATP#I@ zj< zUU~j`!qdXhb7*N=$k%k<%~c$src0}ArH}Gi#iE>*@Y3IwDOIqCRh&1Hi{w&nQVNsz zM_Y6y{YNl3{6=NsVv)QRHF7xrZ2oR|#*ZhABc0PWCdhF6XUs^sCOgteO=DI^X*J_K zs2|Sfv^9e$Jc&^Cl!0-hL4HWDp(4P4r%fWv_sFaGLwmF!PGAcz9r}yRZbwl}l;XwU z1NS-K7wz?lG(dTksPnI`?fqi7nQ_L>od5wLEr7c|EI&F7biy zMlW7_AI}0Gom9Up&cHa}1{;*s?qJic5&y7y=G*_*S!SE{#3NybHt8_%n0P3lY@v;7 zsD(Sza@O!Mx7F)cu}8)9Bw6087a(SsmrJ*n*XC3w7C!GujkpzpIK4eCUyUaBA_6(DvM~F69NoGm z^GNb=uor>b=WvE}9)A#VjxK4ADcP zV|Lbkzg&^s@X48Xv8*1Osqy+MKT-9r&ls~o*Te20l?nf27*N~lw(f3r0(UH~4{CF` zm0a?i%{(Spn&_+d(?KPTN!V~LH&um{_&Vulqbr*`gpCzIqVgeo_CC+|KRLH9 zaETg|UJK;c?&`Pj%KDTu3B7zpe2yy}V}sp9by9$M@kopK)A>@vnN3S0Je8NpUam5~ zpz&bRR}<{YP73;PU{!qt06Hc1;~OAWa}xP*DGX{pgDh5t)4DyaxV4o(<97|fkvStc zA1Fm1m2$X|lHx_L|Jrx0xwtY{X(5y91{us;i-OFWrG z>0k_b)&Fa`kdQ!A-l?Ev=yo^d=6*_<>$_J7PB3)1uJk4!Xa76YKA~AavM%Fa2~Yfv|Jf0?Mv_U)C>%WDZW@}+9V`33pB*;|vi)mD zPjbqfo?f)&ri>DNE3r3VfcEL@D3md~ru1W5k>@UaGCO=I&EAt{bH<2*geP^MOL`a6 z05r7q$w)1oUouvr)8#J@eABQc|D@cNeO)MTcpakVrWo7I=0EuET|lVHXy$4{ zvpo+pZN~H?4j!{4f6+R=y?aqe&Xk<6dIK4hx(0hoNq6IYb03Z>2tg8OgP;z1><&9q zROjXa8T%6A)vg}PjF?`7DbrVGlC4;&e>aMxtz^0N=$?bIOCU9HsiF)-i5jw7)_kAD z64UVXOJ8DER9iJ`74*;xMkcfLttNC-ArFIOD+kk`7mEqWDt1p|74i`Ik5ZlbfthE{ zK!&F*(I|eu3O|;UOpD{MfJgfJdxR zp6xv}5=B3)v{H;HE6|E+QoCFtD-tg1bxFoO?q&5y{`Ng&hgB{SIMRMz*|FUe_aI(F z>SpH?rvyp13M^2JCLki18*?51#fe9z%~&itSySAS%Hxa>hVMMr?p_gy zWIhiV|%g8PGR2F%yfgTVsA|6 zShdYgxW3AVuyzR^cNi<22f1h;^M!~1Ym2aaRS~Sb`Jdi(5%06t@a38U51rjl^I=Uz z#Wd(X7)J*UP0Wu@W9%iL$!94;$F}r0(GIg~g63_deG89u~CtQou7( zv1zwzWn}QzW6#mTkPa5Zd36y8=@r@92$R+r4-b+`MQ*aY2&zPC$6xh zAHA1E$yA%kr>|R`DnR>yVRE#1=77j&4HxR=;zAOujjhn21rMkf#|c&v3%OI9%D2*9 zJh;X}4fT2VLwqwAu6rJ?^a@eXmR4aeW^=NBxne*;=+EIVKlSelw*~GrnBTA>g;|72 z#s_BO>Ojct-rv(LNli{a-sp6&NzHB!_$KTdV`;~K|PZZus1+_{t6*=}YryY{W z*+O)8{nU^8Bj!NkD6SrE#d4m|I`IQvgAE^CZ}@-pr4P)N))s{fNI6`oQbD{;H74-L zEK|bOsSpTFEUHUNU(k*spfrSE1kZh8-7WrX zu?5up7&Zohh6u}OM2oBv2yC})5s7UrU?~+9Kbs~u6_@sH6DNx5mDxp_d>;_~X?S%Z zoML@W@OSUSzeCR7AD#%e`FMnVoDFdb20qKKg{toCbV85BAOxl`Wz6eXaL6||Md_|^ z$zXQ#KVJ>0O+F6Q-D%GX@d)Ehc3B!HP**-s>|%*REDV zix$!zX zZ`Lkt$pmlV55~4#Qhq}ptIJ9nW9wf8uyTJ-I=sVcta9lTgX`P@i5o2gMis|>p2L=? zl=4Wm1~*mW8DG(}iVA_(_EOAGax(2rB2t7oe0(=Y(=L}gBry^gUG(eDxeR7nYKwNr z=`)iXSRlM;wWzfcs{^JK1_V#MRj+W^Gu?16!o~-+&bAAg4_c2c6hFhdU9NUMnn>rR znW4mqR{x<|Mo!jO6OS9`V%&|<2DCSxt%a2uU@drPn+6MQ#DSzy?#T6*?t?o!eQn!* zLv&~#`vtV^VwoHhI)@OVwkuH7Sk311&y(GBut`=3>LP2I9;Vul@?h7A+n$61-^ce) zAo8$wCRb|e)tX4VZ^*5^A(}EdI-o89%0AYx?DdSLZD0~o*+v{MWke9}6pO&(@yWj- zgi|$*6I_Dax7M5c(#mhE2^6iYJi+~XUsX5?a8U`5kw4P`&av+YedeJkD0YOjDm;0l zP_j02X0i;$DwG6nYgt{D!A5-tR3Y8(GxJs2wfd6ixC_-vW=7KrzdPWE&NV=|H9R86 zpXnC`Cgi1T4cC2!6(PKKA>JdcG+PFv2iLlWhr{2F5l`jds@|^&f_oXcZ@sH{Etu8(T z6CZE>hiF)5KNGGV8*J|`tiTxHsT%T=DYSsWO(y%DGkDGY_m@!SO|vi9{-NTstQ>6u zEBv~=lCLY`9Da(k{d5F`zI`s{mNt%$b;md#-x%BLO$IfkU<{&e z+-PowmPmz?l{?lTVM_?x#AA)f+Eay={yJ5_zR!O;Ve+Uwu0&qcNUMxSeO#Gd0*ttF z)Swl7;vW&0$TD)O9NFngOX&I5t(!OUu5KZ$?(NTa>!%L(uudqC{nlx)Sj!WmlA_rk z6j+Pw&sJPn#Rv_ZOdvowuQzUDk5&gH#RfciKOWIgzM4`NL5>03QnA2s>^Ik>iKUcQ z*JPCXcDm4fiaMV4c+UfCRk%M2{ok;L8uK>hUOtz3k3Jx@kOx`(@I5|xay}&w{0pgF zGmqWWNz1YkRWD6~AN`nyHMqcWf})wP5(>{(l(5klL7He+TI2dfLLL@FtWvzoC%>=9 zMhT4CPi&O-VS6H!!x~{*JbT-YZ9;W`>yF9H% zO)VVh>U0^s3~4`iCL}wNCMaR9D@fXF*4l*!d~&}|LpCmd@eGE>lHV2FQ$|6ox+@+4 z6K%w19h*J@G2!M7Q@p`yZh6v{jS=o;eaAuhQ8Nln}{ak;06&(3GXJQ?f{VT?K>q;eAvdfRFxc6o*Xx5D&H zP@}7Q=-$O6AgPz3E(&y@6rl;}4MIx-mSD9qZbhFNaO6TK>)34tE- zJRl9SZjCiWX97>TGRx4k8Ym?GJu7aezRS47ul*8b@}t@vZunUZQW(8v$HYAMu9P2M z-S&sz2dJO_leb(r!=?OmWf%({A)~P(VRJJjb+*|+m{Y||yh!7nW@^VP{|HAq<}P>g zEG2(0I_%#o>?>vHIZ(;FnrPKf#lA{l2eKntza<|@Erf8{|K){hDyg< zxI);ZX%n*Ip_erYQVWg7<>`4Sm<>!&C63qdj}pAD}GNkqEs-DrETz$iJ$tN z@q0d?%~0Q+8iIO%deSiAE_>I9tWgqaXqs5HUfEY{=;X>2-*0z4b4hzlb?F|;$ekm( z#1L+1v1VTI%GX>@)(f~nj$7E1A?~7DwNXaxld`z3WjjrsEUAN&su42{;^6@tXydoR zk)1|mN_foz7_a8qt#wF#Qxo1-S6%<`9EZJ^Tr|zh{S%I9C+g0>V6R)K zXsZQ$YGnSV>zP?kB3ec6QO5E&JVuB;7uFFGL;d@3Gz7=P)zg_Het(;bBH3&Qitee1 znh9{XYtw8to4}~03F+6h_#26bdpa>QpkJYbn)qB2yVPg^k~IH~PsNpWu**u)@rGAh zm|1wv59i3YB)|9Nc@+9`VWzrq$*n0R@zaFSXP;|uytt1o3m;qKq;5Z98teqRI)+Lv z^GC{k%Q472=%Q{UiR^q`>nZf@U_)S z$RaOkeI6TVbAJvLSH)^VkNOa1tAe4Xx_0@6wo1|Y*)!L0=BGtV0Di?`#)eQWo zmh#Tk;Su*szrKJXrsnVSo+9WUc_%5zMu_>mP9X+MYM}K)n0Cgj?eKX?r(*2uA+XLV zD4_?duJq)Fo&ae+%cXN7DWDUZL~lvS|Rff|6sAo6dy|RaCbcW z?N(J;>Bzh~S%A6NxX5!^xgxTmn`EB(?WWR!$Pe(af_A10=~>>79`n0dg(8Wa7oK7R zt>YcK+f1DC#gfJLEG4cC0$rif3y-L|h zc8wuka81*pyuALFX_=jw=(D#^1$K}JoaTY@mdW&8yj;mK??O*1E)~&YAjw;dayLUf zFx9M%Yf2UDSyg^@=Z$nNJEUqyI9l)2aA><@$SGzD_`SGHzWIF`F~jDjF`+U>;f&7z z)?Uucu#o2rf`YGi=`=OqDu=2H6U z*|OfXjx@WFy!#T%>#rT7%<2-*oC%x8@mI{l6rOpkJvt%nh74E7LW(SW<>V7s#L?IlM zYhs{t1hVSq)tVkD6#UyW)HV-jXUlj|Nuwq?^UcACeM$N- z6|87O*Lg=OQ;`lN4)^Os{h3YER4GmHX4y{XXO-Kk6 zvPraUBB^?UNVa9a>PIpmz_o{f`#QWQ2zeXywP7*5zRs72iH=a^I&B~C?8(;A zAC7PqymZ=M!oKfvuW7Da%`=YaT^O6k5`GTccnvz#I`e6YfZT(H9dk72B4#gaB~B6= zM5>uZh3nmMWEL)0DZY}^>yqfOGp|+ z{r2DGsCFOPsOK^$Eb3%11?Qy|I7l(LqCVc05GL1_$fW#z^tH4XHl-R-pQ_O{v*G@3)B>3f~!v z={x)em8sU;LBk0a!>1> z(3oV}5%zN~m@)vb;9D>L;otNDANf8TpL58iYDBNd7AjjOO5I}RXSee-+;5nFbMmCd zcV!G(ce1So)_#ZOr~hGyvjMg*BI&Bvl{M^H`UiZ~R_TA`Z?sQAjB)^iipu{FPhS}p zN7F=`kl-HN6A~b}yCt|oa9iBn7MBEfUfkW?S)AbRzPK&U0*mV<-@VWM-}7`$_e@vy zsZ*zx6dX!hqG~hhuh=9mea$n>Bb;#<<&GEQaql%3{?+wuFa-QG87RZBA#(2fieGt) z|F^g;)RmQu1q->2lPK8t!mMcMZe=K6ZUWux{P5Dj58YLe8qj-Y=5i0AD%gjUwjwZAO2a`W`cZ@8xvBv{ej#$L=Kuu zxG2=bu(Zrj9@>qTJ%dh07+D?1?tH2XiOT7`Je*9dg>>_L5fwuZTJ%-1@yKJg?wdMa=+5g=3)qrLe)=%R&ReH4B)tje{jass<9_u= zv?(MYqlW`KfK*H7h-F!6qVZFpCpRi|g-R62Jq=j0P%G9+-5{BxURo;k)?qH+%B?<@ z?OD?l;D4(j!km4Lwq#;Rz&n?IV>g6}?v%<;?y{pElTUb=Gx6Uxa%@Yo|M6C%?O3(C ze*_*r3M&U^?)^{ngL@1*PFt#6yj-4dZAGjV3IR9p>eCxrTB-my&T}smv?%DQEcozx^{MEl&NuiGI}P~*0DuhML;727;@`P< zadRs_p4YB0*q>51{_%{`QS`f;s@$s+k?x{@;8a2yO26qCYpKSPS9(ke&LH}mFLqiC zI{((`Aeto;o|+(-Pj1a(uHCE+Ad|TNzunf7@wRRIP?p%vTN;_dd1p;dZ8%j(7J!|?jn$r6~PWmM<)-XyR@dI7;f{>x};j1 zGu_?T%0zucx$<59@(u4PM0!X>#cvUu+a0qYbT8+7i0xQ{QSE6dLX-Q)$C`jsEj^Iy zCbz|v60Ed`^U4@@L@b@QI1*%L!WZ|r$IO?$7;?sJ_HH%YQh^MxEyb!%6VqZNLdHG3 z37$>(CBEfOP+vPNC^;?TR8FPfs8xXaJRT0!xQD#5wDh9A9#P+RLzgz}g{EU^)3JrZ z$`{%R;~SR-;?UOwEsCWuR^4{-DjKV>gBa*NK&+fm_baMhxCM_fd$r${Zs*ZY|Gnq< zp(00r5U2b=P>!!8t72RqP_YqZ&!&wj;tQZjPO1VGxa#Fvom+076x`BDetf{3bfdek zIhf4Sj5)_Gth`ofGJYOgN_;;h?`~=X(sd{5Wr?P1+&*Y-rnM}MJHK6kK)Nc+J}e0D zQMWlIMlt)XUt0X5b9KCF9T&uT6nB*TUNNKRsvK3W`S~@D)KnSqi34HP(pKE6fUuwY zTaItK&DOL1UfH_u9`q&l36xcM)^-T#h0R{JCq=27dUcyx;5Y+BNa@X{ddBWV{#3jQ zd+jF?4my@^b!3fUw*!t!aCos4J{M6`)f!f3;G$6Pp3^goo)z3Xh#M>6PJ z0EUoN`xY-QtXn5PSdYJHbWQ+{3LgBTi)9M{;w~rJ4fu!Q$941^S96@0Q&|GIdOS+; zYsPe*^BtB!M?R~*__)OS&z7-x*N=YmYx?XhUqN+F^v5v{XN?bY6ASS5BF0GTVg`-| zGA>AVIJ3Nj&NOZ*DzO1E3|_R$7fV?$(fg=QTTjlvvn3ufXX~4c$Qu(%el6e{h1hYg zP&L&)oQ|hupB4G6uItz+M|1;d-ZVkPb)qTu44<2nUx4#ZCaeV%I2Tv#!Y|$jRdYN3 z>tC$a0bojAuhd>$Ozg9n{9%`0<=*9D=;xZ^JKcMiDwn(Vi}4K9Pa1dfiue0b#mS!C z32U_&F-7ZQS_XUg+ymY-SgUFsZKY?&YNKVLE#|Sn6`z%nho22pvS`JX3S}E$-6m9r zh^+`f8?hme#y6|$2xAe8?GJ<63q>1wI1AwP$+h;-EEtF*;Z+|}P%xZ3xIA7$2#N;y_rH!ddOt~684cmw)nAy>O7(pp8Co7hw#EfWMpYwQZ9Uos!MuAQ2m zc(}dc)fkK0R~&kUTe@n@Jfbp{m!wbb^5f;t1r`-bbx2nm2X$%b8({gV9g&vydJ zHIucC*YkWKmFt#SIQxpBu*Of%PDn~&Kyn518>b;1!}VyXR!qdNh+R25s2i-qExY(2 zpr3n&@{1~Ekob#HdOW1yes)?Qk)@p83Yn`@T`PQJZ)IQgKknTWGF?Z&Aeq5> zv|8Y}=&{+Ku^+I}Y6`Po7rQTm>+X*+wjBP3Pp{4OQk;Tib0K<(uH3x(^Xex~IF?F7 z%4Msw*9+v~u(@krk1`Ffo?}fo;V#TN=VE$CU)l^WP&8_NynWD@A`F#Phe1XRV2pIz zJMjfRw2h4)$q$#-_3>BxF2lz=x*Pu~WZ>*4gC?xIIVQzTDe{KWb!{)-HCWXXuX8@a z|FUMc;W)Tm7X9EdGOs55e&Sdp`}cG;0~DTOD60erPT-@Op5pvn&7UITI6;SG9-AV=B6`qHnM{{5#eb*Lx~1xT<@M~3 zO!L~Hc6AAP1)SfS;eUUx#2_RTluzbC5}QaAeQmGc+LOW3MLhOaObF?(Y`}U=iOqOl zm|eS~%R<$xNMEzbkOBkJtmXD#C3)Tt*&OJ6PJc8J9eiOm0yC#{hfQdOFDwS9Ic2aqmR?9}G#!;~ZojA3 z9D#0lFrD@TwoNH;e^F1N)fwCOpHFw1!oDkH?o--#;%?R%J5@vm`!UMlQ$n_NtF!H@ zL!HSS&+DUUl+T_~C$=1m-7eyf+j4j6Jtf}~Gm0SwDJy4~4N z>x04^?OA5pn{XK^_YS!pJ*!-)O}|ZM&o34+Od0D!T8Pk}2pF79W7H&93&M>P+eQVc7oevZYvn^g5F)wXdm(_0KeIH#ftb@8ui0?yQvv9lafB z<%L$DwmUqJiHgXA`}mo+X7NXLA(`J zAWN3FY813&-=*o_)^{;jOP=Ott*C~= z8%ip_n^>wuxQkdYf;_dTYwMnKT{#}NzWHgv-3iwPDrV}{TDwtD(Jh2WPZdzRF&a4I zxq7j|%0x958v)1DKU&F`btVUu0ojD0X#E=~D3NVJJ}n;NSEMz1rS+LOn5y$F6?ta+ zm_x<3X_>AshlUhOJ-Y9@l00!nhvPRYd#1hyx-{%+S;gk7W)Oo5K z?zC=KT_G{enP=Qrbe=PvlEpQZ-K|xTY7vfKQO&ZP-S3@Mvk1%D5XI1pWq(25(G`T8 z_!w@gV@YdR92e$kn8aaLjkGZis7@V?hWf;(L#U0OOX~dFOi4|N7tMl_4+;pbmd;cW$PFR*?82L-+ zNQy&t#FbzK#|)hxj!xZ7{_Bxd-Z%uwJs;nz3;iL}0lv2qw%XXstLa$s*#TvF^a&==z$D7_0 zqOj8Gyd&P#)KPt8Sh2qc+E~!FDe5;Eqi+j0JnrXva{u?n7cDKTev?>FW%Em8h)%{W`!3Sxg$wRW2H z`J%|5VVeSR{5ngd80`Id_rq3vs@YK3Xwh=B?HV|T++6CL;cqeXS^gHb6*Wz$Q;}#% zIej3!Mw^BwS;~j{V#bpcMY6bR%h)jI?I({OGwr&dvQ>jSg=5mh#t02C)k0f2k{D|v zh%?1w(xHC8Y?5EJyW$2+cNuYK6};C!OQ2%%gbpeB)z2~RF*uuakGy+&Q` z1Z&=MekbnJ<)baH89Q_T_zrS=R6wE?6N`RtOKoBzVMe`cZhlH5=lP(CgMLed(mH?9 zifX)y{h9w8K`~D$e!6@b-OmkHbR8EAp-wXPeq5^7jhLh9W9F|DR#D`1VO%IfjeHy6(IFpdC!UL1c|9l@gBZTIw6o z)?Xek$6msuY^?YEn~?@7EfTqKHAUl2bJEuZOMc z(=ZJC$MStLa<_%g(qA)GU)?0YA+rhnJ!ZDte+65~cBXefSCJPke?~IL%k^qOHyX@owFdcrlPK_r%>lhS-3RpkC+r*k(soB5 zD)k>s=1MMp7`C;F?Pw-(cw2koZ2+-zO!aq*m^MOtT;nN4QZh3>f`a(Bkdv7!qH&b) zGo(0+P6Bb^Q=UJ_2Qzqy8rZRr*Ds%mV!OZp*FvSvxp~=(Z}T=?MK$}yzmg#lLRE0sAET-X zd3iRj!)m;|STH}3S9!2y?ThLGwVsXhkIIwrp>!_$Rlcl6%honJK@n?}k^$1O--W2D zwk?aq-36&9A&G7cbCaL6{E~)^mKl;qW|WHyU#fGG03lj!Oib#7cs*FHI)hOuO~1mS zfKwhLtH9YxF0xE$-Z4LSpD^~7=2QRLz4EU3AhbDZfFSl}w18(t& zH1Opt5TLWxTy9c;HS3s77lw~Y+>~{?dc!2;*(Pkpi^j7hfFS+aAVs{mRi@1bl z!3M{TmtXSOzlW2#bj)fP3dyJxk*>)v@KqU<(9Xd--tjZ}nPX-Y@Rj;zC)Qcp1bRiQ zb5FNaadFdr@GHYU3;2n4-4@hzZRgN4>e|*zuwypq^{}B2cZ5{MUZPNfbM%UD)i)J{ zz|Kn+={)RO)s)7R%z20us8f6^^QrLei>a_@;e&|;?n|_!co)JPwywESrX0=et4~mT zt9nE8r^OHR?dvKVRDhkfyp(U6|> z5~(r%e~W_3IrQ7Q@he7aH2#xfMD<9DN|1LZE*H@>hjp#YRK!{-0?B@p&W-zIP~C-T zEd#+w+`l_d9&sN=@abv)V6zGzZc%;aDCly)Pc_16uQXawwUJ1&PoA^@9DA$#-TGCR z^2`5ys4M3|FY6AizHmyd{~+@GRXs~cQ~c$t-tPwtLd@&di4nFx8V zqU%wiGTfVJv`G+22zi|s%l6$LcG`g>$R6`1e3KrpZSbkP_pe8QMNEW^3aGiq)%Yn15&MPb{_WcLaB{Ur2#ZbzQZv!*;)%T*Wj$q_juE z*yKhE@s)yhfciy~xC7!8+~R^-H2;8nBWuPLT~A$w+x&}26!(i#q}BmH*%S2jn`alA zY)}eu(QJqj3ST;I>xq0Gb`pni7=dcwB42B{#Cjnb^z&1sMo7z=zjU)c$%=&IG_%0% ziBT#~7x9~L{N~BYCq$d@^9)10aKFJ7s7Jgn84w7d{W#)yBUYR~6E?e{8^}d^*>cy( zH*x#qbgPk)9nWxRMKi{X!j5I9cE*~WX%poCOoq`28B(Tr7h;4VDYQLYuQ`B=NzD;tE{@;leA zyTIwF!#q|Es{iDpl1hTRV?RyzPrTo^(CjkVZpYJZHGLh^B%TsagT1V;DM>V})=rWT)0 zQpQ6>@*m}0bLr$iW}bL0f{R>^61R+?l_|yL>%pk2RvH)dmG~`-M!(lj9!}IC?{~)# z#-F@y3fU{!evL&PcFhTXh+lYjbp&o_W|~57@@ePZ8GdWQw(4|0!==R92n_aIV^WZN z+vaJ`J4*XzRtp~zxvx9%&%VyQNUvGxi>esz(TKU)|CD}3H!Rg!ohf<=l0z8 z5Z}D z&9YsW>>k*?YwBTXqLSbFGe`+~$!RIq`#t{@?{~Th>QkEBd>8#s<0g=IIcv5_Ir9Q< zn<#a-WriOJ3ldPwKx?k8 zJud%OvH0qFhxRGXq6ijxYq_zjUdg^mm;HqsLyTWN&kKGe%|sZic&WHGMYmt~r~2{8 zsiX48PVQiIwbq~lP)~a}82h**_-Y8k5_wkW5X|MRwG>Uf5o?yXr|=0fxo7oZU5&J; z#R3|B%V|uB4~)&Tt%LuztL_1HRV!5~FOgJSg}E>2U1C zb2ma5_?8sEzT>~>4iN<%MIU9kcxABuxfcq}b;RV?USwo>Nx=3>1=i@tGoQu#5&g(! zU`XNcD-zs4pw}uQ8C9Ex*Luu5Wn?S5Vp#?k$fy;md|Vbsoi1yowu2^;o>t(b@%Z`f zR5Yuv=%OLqffE)o7j|1^2K$bK!WT}-!5Xb_lor@>H`{=@Y~8XL`XsWw2VYxw5?jNr zCVxRjoo?!|Ws8RxG!5MC;Ic?$z*n&ewbQDYbNtxm+G#$br+wWP+A)m z_HMU$qZ}_Y1iEDV^~CzdSbEmD#$bkFc`Gh>%-x*F*xwiCasjzE|CPoznAYr(O#Wui zR*x4BrfBl(3U>vs&}nzHgx`=+ph;ifO4S);2CXy~6_WP{lco-K0*4DgvCz@fUm;1Un}AiL|W zd{yt(8N4H>G&JxG$^1B8%8IUMp7FrO>)mA9n%|!T-Qfqz+$J9f`eufN(N&G8&Z#fZ zEnvD1b8{`dxMNo{!Z-WtX^*DBInZfQ!&(&Knxk zBxHJ#y|Xkaw3z&DNMJOTe~!XTTF-IVOPKJq`Jd>0*e!CHML4F&iCk#-VM zgKbp&c2{LIS_faKhp*1@L+crkP3A@6sc7)IjLUNeFPWZG%3IEfxyU8tfJe5fS`-Cu zIlzSZP>pz7b5eL%S1(0C;Xyy-u%%~QJPf-QGg#EM>@;Co}OtZxu0ny40LI*54S8v7}Jm?J`CK0G;IHEXK{M{xh~D5~!WVG{L7M~%I%OS)la&{p*0IIMHDOyOlFf!dbKj?Y`Rgeh z47o9}65I9mrQqK$J?Z0hd~wcTZVsZ=Q}z?%n`=|GihUW)Hy`;L;X~Iqfci_&W##&f3Um@(cCZ2?XBqgmD7)<4%nRrDor>)paI=J!%s+W>bW|3%0 z>RVL*b``nQOS8KXbxwv;>DWx_m3tgi$48a7?lSVp;uEufW}1 zmxrckX&j=}A`>*PP#3llpv#}qhjxq-V_%mm3Fh?tqB)-zTh0QnPV?RfU_Wrv+ulbG znfKXGh9=9Uypa{uunAS-iGZjT!0?2jX~5zf6^Dod!f}O|jmCQ1dI2Ni9HfsBKv zzsaB)Ls?B{ez1}*+z$XPERHA}zU|j5+^`Pwn(&rzn4uCi%^(&C@8ejx75#4Dbhj_N zs-||lrx#Mu`%d{ySlf?hYr%k2PV`Slfe#e9Ox}53Udh|*`5e-PhHKto_L*(9DA3+2 zhHojZPos|c;$JNNW&8+Am>FCc{CmHNM)juqmSJ}rNLto@cl_@SsS;+MYqAP;#GFMD zJPVO3DaYiKXqU$io(Yk57Ht+(UsYz0OlzDX+W2s!wW&`KdN$A!|M#JG@wrmWAc0A` zDE=@z*)r=<>^)@{jHz#Q23kMm1F~PBX1a@JQH$X41Or7rlAoFr6*-YU3%!9V{af)l z53Gxil{*p%FOhL#!!B&kFt$oIMo%$CBCw^RUaJMNo;K0;s;L(JI3|&C0*V^6oP31RW@yq;rGDGb`16pioVkHMt2XnN>*G;az#pJ(tMyc`mfDjc0 zY?IN7jew)#kGB+@O`~zE(m>^B)z_i zb*sVApxV8Vj`s2nQ?5eEYrlwADS1e*L`|vHhk!N6wZj~TmS|cGeH-zb`2$o_8*p?6 z$65`oF9iDPy93%-^0P~VS;ya7AvrTuFt}L#Cg6AK!3l73p8V*$&9Oh(T5Rnf{@JzT_y`~h ziANW7(D|lLHYjJa=4b&)=;5@_QIkD97q)V{fj11 zpTyC?hG&4{(vvMAnISNE`q0tODCSXEVUvgWZkgx=9zk26N)^;2qUhhuk}RRNo+sBe1BVP z#QJUe&#+T0KlU)r^G~XNifTiJbupp>tX|9RX>KsHv3SaRE01njHyog*ZS0=PKqF3O zH4onqMf_K|Y32~P1}Mh0^JUxqA@m>Ui)YosC(d>D10ALDo%?=05E-JKtU#RkXOf{@ zjzoO_FJ6HSAGQz7EtpTicM$np;Q1fC*X6m9e>`ir@Wjg>ygbvJ9B^g0suul|KCdQB zgF9#Juh|%*ZA$`l;%eppKLNIMUlX@ZC2z!nv;&5t*S37RU01e`*zzxt8E&@v#R-7z z`L=_)KH0sw*S28{m?02lEg^}Q?-9f-^Z9H`ec?tzGFlxHlI|VtM@&wX_4zkmTge}; zdzw8>fDA}`-q~W&CurHKH1mE6*Am~?NN{#~gg8HU?y4;m5HW5aMs8-=-U84rA_~_2z)iWI@DlHBl4^cLnLA#?r9KMM7WBtt0SQ0T7?o zxV-AXWN?D(t9h$hW?{o2fF-16{=6d!aa{bykw(PJ8Z*1AWm-{`!FxnT*?IUlUXW@X z)qLI}B_FGoNuHIt5L+W~W)Qy9B`iD_$iV;1C3ju0;}Z&QAI!M*b(z_@NE!o6%Aj{!|&J;@9b{aw5H&`IN#%fb`%8Y?6@r8nbd0II0V0QQZuE^G^|5THt@F2 zX>~Uwin4naqPmAxV*}6t z?pEM@f^$^Eub^at$@-v7XuJqf^o?`q8}QXIC7c;V9rrU*7&0@ToZa0Jy5MpLzAH5( zPttR*Pw5_RfCqUa2?r#)))l$6d9-Pe!7E)~C&qS#w2++-AYFR_ z$#h-TD$}W_py5WWEM@nN@goRSrLpaGA(E@ymF6we1kKf(Ctx{Cc_hMcYs=e{0yK31 zcg`Dqn3oQJqDWikXzyRlo02p_J5~XmcH)EYYc-Ewlto<%P_w$PCX-`p#dGO*y$f(8 z*v!AccnoJgx+#ZXf{RbV=AhnLdi&a@zdV)l8>x_1KmJ}oHn0{C9@EK^!SaR3Qiv_* zLdfS+k@C)8DHwjR`|0dg@w(Hn7|DhX+tipf$%Om)Fpa5~^?S9uZh|yuH2m3xD-(yI zLW-YA3Q$p7ymhXmZDUIl^`kG+x*HK36`s0?YUKhp{bPgpv?9#_UPh(wH8OY-$5!?7ehd`p4 zhtqdI-CV(a#ZJb_F2yrFnis#|SM#v4_r=|io_9Oo%p6q>x~(i$T|lCJ=`78Og6Q+Uq)4J2E@z52REUnP75IfrHr%4RQ^e

6%U)rHdAQU;`)^G7z8QY`w@ zYL-9FY6Rq$xUDjv-K^?@A69aG@!PwYd?mZj80IqH&e&Ha+fAe=M)Hpvsjy`}4rgY2ZJl3uh zb}T+J7gkuMz!&DPQ~!HzHy13I}20C$~ zWhSdw>)Mmbq*8irMq#e?I#xzIHlBT3#Dx&^QHA8Y--bX`tNeuU(x!@wGbba2ef0X^ z?iyI#Ge>@0y57wrI9C#Y0;CW1!u6Ur*{@0?DQ&ghUy`skX0aXy|Nfpd-)F1i}V`eo>jjT(-KUuK!%E>>*(Y6>Tea-^MSo)#^$ z^imW*3l?C~Gzo>WE^B~r>uk$or}~8<1gPXIFRW`uvvn zDw^_SVx@UUf$D1f8jhIFmK)LKIE_mUXGgUtXP{fmrg5#7Z~w4qws9W~o#1jEXXXwm z$3#b4ETMwl?*xa@w`0l&|5bH!wKed3!uWm?U^y{D_0J#*hTzzAsd(TV^-er4Xc&Od zjX*GXXG!!^EzkR)az4BlGrIvKsUQ8&&4Ji^48qsw5QJun4Tj%~Q7{wFoJ6>JCn8_V0X%;swrA|9yjLM^=E0 z9%BBD*`be=DM4B*z73;3$X|^Oo1D>S1j;(8@xi7JElyO#Bd(F_hwKo@(>7i2bAbxscJjQtO!=+m|~~ z7N z&KS(|T&2gL+p(3i#>S@qGMp?G-)l}w?5jU5R8|8rRtHJtWw8G6E-CO6+dkcW8dE9A zj$f0TyNkb>x!F}q9O*z*=2ova#%kU;T_v98BU5qFz_ai<%==bzbn@0|wjE(^dhhbk zRjYo*ROIrh~hLO+&`@wv4T0@Idgj6^7-v9$+siSZvs ze6UeBBLO(>aB|`b9Fh!T75_p?Ko(^F9zdvXd@PS=cds`y?r<%gp06+PZjTqB7icL} z`xoY0;yZTj8RT!Dh64@N{jiI^9)2zHtzXc$`V@UnY8@tj{xA700H`}@wF@Vvnl>@UFt(^kD!Jwl zN2xuN(8Ij8v(D@(cN_doPz_Pm|C&SIMeQW0WBfcu^OJq1HSXjGQ+hl`AKqlq=D#t9+ zM_HOdVoGCZGrkG6`LCgIZw{XAxd(iP=G1MXw?@Ip+r7 z>h-t~sF)Qfgf}DRm*uKSeu-1YL{cWEfj>&_Nge4}rQzj|=Q^j>apgyj<i;-n1^Ls zM)R8@ay?7A6!w!1`%kt+aed<;{?SnCabfszbUm(9A5y;0DJyK}%r)JWQ!`v6mu5}x49K?DF^1t!8#e&wg>@A;3tC;eUYVhR#SZpCkD?5jN{9&Awmg)}L931KA zp4T_VWB7mOKqN(&@xu99-6Bb5(a3bDto)n4VAWrJ7*+tJXjm<%^<-ggn06qHUmrKY z*0u~|(y5d_K@DaW;5(yQ%uf1vE$~S5o^ndx& zG`ip+9dr7aK=EKF`O)s#hvJUe^k=@RMH0Nv7w!7u6MnDN{-!_eYc|74c3#t^z@>h& z*^bcSmMyCGK)__u&tC7|pUGR7CO^8Sax-sCKRld%8?GNgXYcU3e8nMSdz|BhBiK1x zNvSZCe@y!ftUO$tTP|dx851LEtrT2G>|C)X5g>ogi^XW z0Dcv9&X9QUld1LBHk`q&BX6cgb0SDjX4Pl3a;m0sN;W*B$RP!d`#1oO-RIcv56Gt< zWrMmZ&XV^*u%{dSQ(&PBwo0!U_p(6pytp-RtK@bW)O4l+sbYDQg)`c=yWxdsgE0(oZ!l@jKEG$5j(0UddKlfW|wsU^i{s zCcJxsXRJjT&JnnEBVwEzz4Emf_?O0oGimE5X#)k(2eO=-{I!gNqiF=PbTqYU9DGj~ zWDdG<_^;95S1vjmwGw`}CG@vN(a`SzXmYj&VOoE~Cy4arT}GOj zbs!hCDK6lqzcBwO*A944iJdhbBOc$6Na@x2k{(_5MT?vZE4NH^x63~lMERFB-hbE=nc8k3#&#<+A+cNQ)MTAb4?f~)vrjbR+3^rMV5%H2#Ykh7 zgnu)$A<@>&ePLx)bD!o+uao6YZ_lBf$EnWD}PjD`0MpP5bQO@1h zd}f8L5nqJX6OoNpjfz`btGHZiW%o5z@kppW_sJVpb}tsn&k!>sr!IIzFV)9jyvO&P zAUar97h+=z#?3`63^&(9ZIV$#8#{0)+;L~^ZZWGNWn^X+gw5~UhgzLX7LQOE_OMcY z@lC*fzn9XG?eEJ%uR@b>khnsI-+dRmi@F3>d&~5U(E_Mpd`gK)EfaC&P7KIyp%TKRZ>M$4Z^;DEC~QpwdGoFqe7 zBvrnGZ3pv_?0g%~4mIPY<98~-y|@TcBtzD8p50sTW2)u)#F!~p>dN_K)Dm5UWtDAH zE$@6YC6y+OGcFKZ!Gousf#$RbD2!Y$1mNV5(zMe5M+fP=x`EUiyWdfT-t@c;Pg+s@ zH(ZF;wH%8hPPGT~wlsZGl}zQfuD9*>2vsygyHW;zo4btMVvkjSjm!McS;0Mf|G3y* z%6CIw&qS?07jz2Bl%@9=M}>7V&1=SA96HAhx^9#HtG)AaT*-iMjfYI`T6&$Z$W9Y$ z#def^3Xn3IIsRol6rt<}4e+)F8#x}uW6Ha)rSC_qKp3VnIs7QoMjQNTu_)VA+=oAp zu_q#>%-gOKU&~Bfgnz!TQY-jy;l%nJu1NA`J^q2hKkFOy;RZTbB2GRil`{%U7^4h3 z6~b|QTVL4^en*O@PCwyLhFCJ6S(?jl^xdm$wMU;;e&GJA9=4jXX%w$m9i%uoh%4+V zTiC55qh+mi@>4(P_hAF3Y?W2a8XELgAXRB212jQZ_U#mCo#}0ZNWZ0CrfCXxnX?br z6Wom7JJ6E*;Vn}SpWMd4FVZ1ts$Zqj?f%M=ajc@p-Krh9rt2s}KO6rq7}j^Iq3lKE zXKD!iI%$PVQpgC`p^U}MY$ox&BQaM5PQEkU>neYC+*Xopz-z-{0ZuN??_->P?KP~7 zaC5!)e8rzOh&bXn6~NGx$z1#Mx41z>DTTJ0qq*IY=};5TkIRXemZ88qfLWhVDp9Od z7xzpyZ)2IRznq1!Q83zj%^+QpF^;jD$ccEb(eNaojLH)0>)*C7Wj7JlQ*Ddy$N27$ zfeRm=^yM4n#l~ii?dt8D)JP`l@-n|opPeR+M$r9Wrs0#nj6?s6v2Mnf9XNdJe;s&`6OeQsZq zBkixGn{rm*LHZ)K6mfvF&uh*@DZ^#s$Pj6lI#JlsS1r?TEfXaV%qdpFs+7PZ8~X-_ zOmpT3y-aU?tT3{3sN~B>vIrXhy%M|lWywNATtgoL}wEMGM zGFHnv{8UW1y*jB44?SNK5vF6ghzj2ytF1_3;+hA}f(DT*0yvbW^gfx_ zpaeAAmiU5}f2SzBKFQ`jN(EI6a>l=UzALm}G9&spPFXY_aFP38>&DK6%$*y5K$5^| zp0z6eYA2F+wTG#?A9vXXo%4%m<3!0^s-w$4;5%g0LCMd8Iq)UqwH-qt~^6d=BK<fxG)#4Idfg;YDC^2I8uPgKQq;@xpXiOq_n z#QaU3&~-k73n6!x;}FNu#{akt?+G*N6;1x3h6JO=I(BX(-bWXmmfdioPt9F_avqqP z!7G+A=+ibv_S^|wWbH2O8!^Ws$N(Spj=}i97wJ9|{y)Q9%#7d2hxL3rII2-8A@vl$ zJ=<+p3TgX}AXC!BKd|FllA=S)Lf-pmoQY)Bl;f!-?mv<`P)Hb}| z>-XU8E{;lOIlVS=0=Bo&$6i!^2y;Obn-BnUm#UFKq|&mFCB@*Dty899z3gPBxOo{O zNy<_g!om~HWCZ>EBjMr3szujl#UA3Sg12f~t~AzL{BDl(O=s9cGsQ>iPrW-C$Gg%n zMNt?FM5R>&yUVGOONqg4r)PS#V_quWRewG+{JIQnmE<>#}QW%rl1{@EWd=UIKTLV3%Ux}b zzGY^T+!6acni=SiM)LJmuKtNSYOhRALj8rfBo!k&x?IetTTWqF>b5)AvzTwK$!!Zg zmh)8)Vkc@j%xoWQM2cd>bsByc_9TBe`&2#3Q zUMrE9;T|>hr~;6r`ua_^{%7LAiE4|y^Kry}Xjcdhfwn@h4s5gn6=W`x40S*#4@ItIENqb&x2u%8@SSCy~KQ(}m(4lnILV1cH2g&_23|hGgEnn|QWi6%jwFy1J zOZ+n$*Q!7CezI;8`FisG^%g#96DRs&u*KiA<1;em%gJ1TvMYFb^%7bz=tV zR5S1X7LIoFbMEY_N-X@4rRpbA<^^LKPyC~mX!@*lqPyc8?k1EY=gv=9J*!51$VC@~ z3Ok`bFR_H(KXsLKch&n$v1b$Wh;l*9w&Kf zrOzoR=pi3Hkj!Cj(!b$-!iA6Mr{@>_5Lny;NGvJG?KJ2-9q#(Vkfv=mtmIo zI8d+L$|IYwRMl4wS<@!_U~b=rKTcVL=(%8}WJbrt9lk zoy4L3lh#I^Kwhze`?$1I+!IvlWtokSnDM=R)cMSp4=5tDe7eVM4ci#kM;{(*Fsi+) zQAx(rOEt(ET*PKaFiG^AvSl-bonxmkJ@ooUxKCDX-Qs_2<=SE`>M1Z4fmnx5HJE-y z2}B>;{emuD-yDFZW2$0;h-ac!&BVGNd8ud2lGvqEa3I2eJpK!(i`v#`#T%oQZJ{ep z+qwx+JDs3R=~2$jY-%Ui0ETjOz$%xZk{%?>`de+q#V}|olC+6rAb;!2y+_;>MjnDJBs&KlhpDN}T?y9(>Ntx?ipS-0PDqajk zuT+mjK97T?%>NTFCD7V$)FYeCgDV2oLL9TWF#>W}^zq}@@{V=2Z_k+I`dUK$$)Wba zl?KnoF?m9(m|5B4E2q3Vl@DX`edbu?HR{E3+dhDe4gHS-AOTP(iUrx{sK(LSJdkdsvmQ` z-vaDdI*Uc|WICDtT+3wL^lVxrM}ce?UyIC{FaZ~#_F}I^JFz;ZOzytoxVw(a!a3*i z0!+t|m7w~~T7M}wINoX*#b#GBolJkORWgj+RpCmHqrI9Gii2dkc3>;YyX?Y`I@NiJ z7Edo^#x#IBX7mM?zP}tp`*LihAJE+D({dwePMSXz&3u~Et$sH1fc$L`7t<ik{D~N0s-wqc_P0#hzvnr%_sW+xWx~z!aQxufibk}g zFwRS?4e!U`i3`_7-KvzOO+f@5iK4;w0;}C$`d^(dW;tlZr#u`du8HgCTISYap{58ZQz=n1perce-t#Dp}iUB_PElI zWrna%u5BmHpN!`1Qbp>N`}dXxtH9h8qb@=cWz+Az}uv z+G??D+6C{KyA6vh%H1%@tIe?6gZ8Je%>i?yOurQ&{OXElWSum>7|pmsi`=RM<|=!! zuB~5Lg_lqeMATe!b%(d-G{V zYxNczRL7UigXq{{uo;slHa2m58iDn(Y*dPo;XO}D!5?ZB>_W#doxeoIu>>>0{L5f| zmIA(Tmg8(E-oU2JldtL#!RTroa^`hC$5cxrabYMXhFp8EM@H@RL&03XSlTqRN%K!h z^KyWDa9QdDVeoPHyD*~2sVY?jA@g$BZRTy;s)FMw`;s~p+a8_Zzpp2g)&G7Lls{FS z-H)Z3@S(LW06K;jA|JkQ)!r}HspP(+4F9-77rGfUraGdBhC^w zMv1^I4Vc#Z-y(q188t*Ag8ywCbv|4TilITQvMR z8ukt%&yLQYgT5?@|6`o@ya<>3U~O=)Pm@^Jj#q5ANt?kgb6ZS+xquIekruYevm314 zdxz86Ffxtn{}#6;)xZ3omLr&h$fe>Y3FJmA_{;9BgUnCV6BDRRce~nF zueRWTm$P}lmjj+n>e2yE2mHO#Cl@IO?_#S@=P8b;dCHJen}}~ZE;NXu%6N4V z6rk%h66_+`@E7 zdt-y#ysPjgpn37*KCX6#0ONS*URLVga_HoKDb*R3^Rr@pLY+|mn_cSJrB=kuQv1I3Hl=TR_oez${qHxa<0OvK z6c1Kmpq-tAMse;kwMxf>>{Mjj03%fb?ZL!w+M!Lq#8jtw{$Z*gAN=~?7wQZ3UuTIr ze#kZ#>@?mdVcHZ-`EVD^g~?#3y~Ylq8U=$5ga570aMq8!OLdc*Kz1>H@h$2XrShgK44x!o8+*^RvKdQg_^N8s{9UNNo70!-OZDIBWTzelA@XdJ z70K*W^P_n?Tjn-YXvuMvg2#`|rNQwoxwRFbQutk{zWZ30>Pz+C+14tSW%dhCS#?-M z5M!JzPhmy}g<00fD$9zd>Tt+QZfs%lEE@QE7pm`)_l5dG{WrF?V1Rq$r6e%cU8^CI z-dncB1dRr1jS)(-^OiGYdkF;EkTYI3dqVv_iwU>H!6o}MXMewQO(VyUOnRscRruOw zu08=Xa4$rRQPS}lHKf-ibL-5Wcry=Rs=XW4cd?|^RogyfW>-oW;Zf5>D|^=Vw$0+bYFXZ!c^@3mwFax+ z@_GK*GG%YU^S=bsxiNh=r7y{UQB~}or~dOztvO2bGgN?HFN)c<#x@Yb8qKM>)?Hc* zKUSu!O#-z$l}+jsT0i+G@ANDSf3hv~{88^W3jp7GznASVbC~+4-R@V|8oe z2{VjY5J4Edtd-0sF)b2BjvJu zS^h;Vf5gKac#NqSGhtlI@$$08sVqpsV4Zt#fjTY|2LkiQSD}_>^z{Jbx90YB1Nc-=z27t zRl9kaKDe>tF;)w2@WPqbI~Zpu>QhiKzpDSjbG`QY@_c#zcZ=LDHq7&=QCMtB%gKUy zT(x@@_1ceTCyvH_Qz-GoLmhUgO37m1?_r;_DrhEjC&Rau-KF``{2zzT)tXu>QASoC zi&#|}FM;TUm!bXQ# z&c1eFxfmJ#uF2HlZ%fJIWW77Y-{F_T>z+d*AXt5ugBpK7%j{N6xE~BJy@CDC2Q{1m z527=)GbU2ud7I8DkqO+bFIO1uJ^ieuaI#Mk_eCa7%YD2i)VH|NrTQyV%?jzc)Kc98 zppmuQlO98$M~B(e4PJIi;G^Uzb@1Uo!aoRAxSH;t?*nS zh?Ywu$N#qI6K_j)##%u6V0P7Nrhj{>s#r-eTUl;1J8DVtv=_MJN7lLQ*M=^Sxzoe+(-}%(IIcOK~zX$k7+?D1MU18SR0fc@!P%C6m zG-!|yUUh2iB5joP&trR0av1o+dZziyQ~i4hg>%a&T&lkY)iI0@NR3GykCrw11Hp2i zwq)r@vE)6tF14-^+%q?27ua$r?s^IUf1EQi&w=a5F|UtvejW2KOZcZw2*tZj=7pIO zEN^WAxffyWhl|zW6LP>e)eWOq1v-n#s&RDCkY|hfBSC$a&@R-UA8G@Io%HO*K|YFw zBgk&sA&~;de0Rgf=<4n)x^zk26bodH?%2hX1ub;pONa(l z^(bpwjWJC+g6CnFY|I&HJwlx(CIyPQQjJTL^ZHQ#*xSl5`tEOCsJ{TzOZGm#dW_Pn zIEGDyCrtHXsMzrnKKrAzCwiAkbc`ny4=%XSe*NX|A7u%%MByz>c$xkJOhY02hz)W9 z0C7LQwA8Db7w=!cwEMml zy{9zZWyYW^5n6UzzH8$}K|26=>R4!RVRfojm*AF5WbH^6Da)L)R}*4tQhTbSJR8-| zqFCEmTH!8=eGYDKh0wpCIYoTdidj$Z0Y7^jg5qjjN(`Apa9WEa=g@yg-C3Ft5%lAEKOyycJGzy|I#bLp;MXvJD!+Ss0fgC=lA5?2SY$E@yxV#aIm1F>Sn8SX{G<<=Gqzxq^0;A_X#TktX^dm^X+wse;)|C%N`p2jPRU`=x7bzl?E) zmrY)(scfGZxVNl@K=?tBOqR~Lck!OmZdR>Vf(dWi!ghoA{c#q>ZsORr`CnvBteqaX zi*_bfgwg$|r8$PWlO|*P2)u8|xHxXNh9S(B*lR1d_B5pZ6(6Cws`adC?Kczt*zkT2 zR9zJR85BQ@jot{IYg*z-QR`^FozG}di*zfs1-RM-zNc=%GYw+dMTVZ8S>NC)}oM=eu|2LG4fyLct0D* z|9vw#H<<5c@vT6mL*SGECn*xS|xt?>P8 z&TZWDR2S+C^-nn9Od7SfrXUE)6$WZ|OgP+p5Mkp7f@xHk@@$ml9zs?ZEHz2>^=r;; z-1Afy>I?NxES1SIzyLjE4!meq=`hjFMeRVT{J z5xk30)&};an!D3Kq1GR-=Jo~g_ILk)wFO&D{Kaz}cgvzgZ7KKFYXs$$`_oRo7u*Q` zxpR8n!LbEOGtPS^guW$(-h|NmA#oEz|6?Of3>eu7g0?=RYK$Jxh;VPQsuL`6A2n#| zp=Au1O%EQm3uu&g!}&IuzA#^ye-38YW0%;JwS7-B>d-8Oah_~kj@gux_gQ=70ZWC` z4IoZEaLAjqh<`kQ&S$`X>u&+{6FozH=FKR%6yE^)-|R=9I9$TP+1wTZ<2;LGp^}Mz zsh?iWEnCXB8Vf(}&d$|gqoqpg|1{2Z{eH5!KEC$MoUv<@FU^=jNl_&xWtuK<5aIbE4QG5*6RP z*^ZUny9RFsxT-MOtJ4(7!6)W-2xa{u4Wd_Vb$9boF4SKZ>O5>!nE{&@3Q@S>vvh~1 zZn3_>9n@osLP`^2I5StbweM0Y*`!zPUwQLUF4SKaYUf!6$U!n*MuyATPoBqe5L>dW z$s((m1PDt;{VVU$tqb+nb-$@{8+i(&BXss+gHP;XYPhx%0_okY zmB8Q%J4kSwaMN4OiYCGFaVj9(MwXZKuTlabdr|7_b~>*-W*M>YogVG6_Rf+f9*2~@ z_=#!DwG^Iu$}*F;s{Ef|CGnyBp}xM6e~G`ue}Eoue?>K`ZJ;W!zj(GPjd=_$&9%Ds znl+3}7KCcncsWNqTf&0dvg6%92i1>v{zT&6qi{szHwwQ{e^97#Ejv&+s+4*Lwtyl75Q>LrHn z0Nid(wlR3L5i%O7?miG%cX-|MS^Vw^QO-;xZ*+b?`1R~&-+iyk^9S;{YhZf2oPnYA zrh9{4g6bDrWo`U`LaQOrBn8gdRJxELj8=<+>G&KxLs3(kzm4Zu$nQMYYo9OAAIsUM zvI2^PX^3bf47sYpKt~?03=q9tvVeD@zSk5I7;mT@`EFkO=iqq_i~}^!^&RF~ueW_^ z{%|xKgntBgj2RNa0wHzg1oV*B+|3eK-{dl9uh7WZ)lLz}W}NMx#oGqB-=2e-wf>8% zeQCZle=J|Sv>Bjvuh>JE#Pl(xvb*3-I~Tzqh#_^y9HP~0J(BpQhNssT^}2jx07t+P%sitPO*nE|~hoyxP#b)oGBIttwI`WN2mZi$ncvLH$Sy zy$PWg>MsE`rahnrYb#AAa)PlQE5@7^B;%@Hcy{kw#GSTJ?L`+p37})FLN5+=CW8J* z3cU%T7wWG8b>ovQp<{#Dv4d8lin!TPb+{q4+UCW>9AFVmlmY0W&)+-cT0VU7GK<{MKxFqsDR)ENr3Rkdj?8^_P! zp;UNTh@aPH`X+Q=s=uWBeX^j~3aQh2mn^+shjz6dXEZ}#JvqC=m#LQd-H>lxa-aar zhADb&s&74nOZ8Wzx?9X1E@FOCpA7V68!QIHZi5R!ie)$M5g}oiPA=Y^Ey@mGufF_! z>mgjIzZ}#ndSzf*P3DP#`{X%FXgNVO+R#S*YL-RLwD+8XD`Fct1o}wdI%Tl zF9-E#lBciS>+#Te@G7qm^z5@qccsSg&b?A@d=aOwuDMbUqiwRgzWPept%q=-{(4Jg zKswgJR4s<8WHsO2>++(r#xdOO=!T_+8ib#1z5*Ol;5wKu-meYykEQQi2EWVSm+7y; zv^-p`>7|CQqZ9Br$m9cu+dOB1i+Pda#pbZel1pTmK&RUKd3B};svmQmemDZ` zTsq4|@yqmO`qM3bPd?3}C}m0h86ZOfj;Z5`;hVNnS`^v2v&GpnD@sflZE<|fLi*}k zTI2VMC3j2fQvF4!CeK$=9>lU<4Z*bxcj&TE)#HPu@WwQ5gP*>Oo$j2vGzxT3I=}js z*7vsacT4M1{e`G5wN1r<6Op27)XZi$R61a|q3o_0BIgt3%!>l|@DP~n6R_*AzNPh} z%=g{Wx=?=^sL#pk7+%#iO>)#GTOxbXYW9X7Csl+IJ~y8{V6bZmR)~Q2vG7;l(%OG4 zE_S!HF4SKDY8}p+%U%;k*lX3nedsFQr;$bF+C_D8=tNAtdJFGD!#hdf+gIPx8sE3I z?v~bt`s*x}4eNa>l*1uMTuiL5ZiP!}qFbTw6_$Ky>nh>3=O&ubPj z+TYf#VsxSZpjC{@V$8I&2%Davg`u?4h66ugkUhKNb~3DPffo5@%n)%bp@I z;d|!E_bLgwST^X{-^!iq%j#wI)8&y_DMd#>=gmCp^9$bN(N8GIUQe^yDtk(+){M3r zWSJ#U!dT18AI;joHKk9(+c#)_O!1}p(){^o_PL}Io}bpP&>n$8O=9V%Th;WxIYzT; zK6Mm^nLg5)K#-(L=JDx|1{@rAzhusaW^X| z{`zRsTrrRAel&bdhghfK7jrO&+p8BC#H9RgoA;Ak(suULxJzNzHh(_b97j~lfQ%M$ zcR1J3hdNKdWJmF?!v`aVHe8}d%&Jg=r@1@@y?Sy9g!r$Xc6~z`l0J8{>eBoPI40T_w_%%VL0BwRHJ&axT=t05R1qs1C=(Ifc1wHlvl?yuPICs!X_U`Bqj72e ztZ}oFaAtls6UeR&gzM~PV?LP*W+m~ zKt1Tvd};oCp0<&VsuE)ve!Zx`3|mq06^5&hm?QU{yJbZa3=NkNnCP~L=PLKdS_R7n zSIP3X^~ZLU*H+(EuutJ>!@;fqZZ2OkL}#(iV`UymA>h0MbMFvt%)pOCAhT#ecCxg| zeB$QUeL&o>JhAe3XFI#feh0W;>wK;A%bA3?Z(Jg$H=N-T(d6jnuUM2_o4RU2Qhm8u}76l+P%Gn&CsHK_oyz+pD%Krfe^XN zQrO|WO_>W&fYw4X4N~H0sgxcYO!i5z&dntIWNoV6U%aMoE5Bufo#*ItE`aUZ>HX6D zNh=Q-=AbSo_Ml3g;d)2etujQSOD7?Kwqncn*n?aN58a^C zJYPM1q@OpKGkN5<9p*MERs7<7asG5TGiKvSeF8Js;n&33tJpZW}L;n;69aG zKy@YX$Oc`U3a#!hzD0E&tNeX~>M7TIjq|1Xvu;q?lsPe)k*n2X*%-UTq;BeXh6P|% z`sPu}%(N2B*yg}%IxG7u_Tsj=y)9`!hngST{1|5Zblnrqm*&rBo9*~I(Wj;;j;tjM zYF@13YwiLlFp}e&8Q@5%OR7xmSq^Zz6nga?s<%w-w<8zN78QK#)vs~BIDbx8+rj3U zRd>|}vbr?cTL$r>Vnkx3Vr3bb4I!JA#oP@S0{HUc=_9H9iSygB=EpSu*rU4nBNyjS z*lE&R)*~2V5WtiYs|7dHi7*=Iv5D5gJx=R{pM~JDp|!CbkB*_d_^S4NbGDxyszUepWEo+!4$TV1_hwmEeOWu)HHKhD9f|{KPLJ8E2ETYiy81nV z#s-^WrrcP|`+ zawY5^U!eQ@BCEL>^_b-E2QHpGuzqV5T#WzE*R$W(*M{6qZ@OWPA+716@Tei6o$YM0 zS(Rl930NOa)?7Ij=~D}^ujN_m?>)~!4Z`2~w$0S*k8{a4q3dG#`L>z4>>GvcT+2PoeB5~2-1P*H+raF3rgVYgI+u~_}Zm5fn zRN_sJ%fIiMST=f0%ZrbLr;%%alCSZ7eLEhNf%k>@LVV-%KQ4_`2hoaK3lGN~xw8QB z;8?zSD}H@^h|)R%=iD|cCf?xS&Z(uy`%?Y1aZSH^?YB0~^QkQ|Dm`%Ls@jG6LVcnB zBh-!cbUl{cqp+3(_7?pJh#Cv)0gSX^dFg~V))I9Rs(koOe8h)Vs(0V!}P1L z!ie``B~BdD?Dq~0#*kZ!cV_x+6MOuRjqKdue$9>SOZBDt|DNjIqlIifBiN#cwUpGb zdIBP_O$e}inK~J27X4Iq72k6gC=4%qZ%h5%^-eeZy5AS-3-y0ws;Q@UZOf|G(L9vb zi=}5%mfN*TD6oe z@V#xw%3jbc+Zx03-lFAfskotXwxvv^o(@^kD*S%sh;AjJ3-VV1`5&wMS-cj-0}z>s zMDLzW=wx?mUfiJ6eKLm8&JL-iBCIYwn72^b^p3T~Zs(ed^Tqimo707wRd-s!kbKXi zFz+N7j#e3!c1PeEeHZnEXVBmXycI^AA^Th$`wZ#t&q3<+?B6~)ZdTg;_6Qv}oJu+eX) zJOA5>&phpUKL)O?{(!c+>FNbCEZ#y(bP)v@COu>zj)tx<1uX#wL=MOsLp%An>Nfb` zpTzUdB$j8htUeoNccbh={ehvb!`4RNMQtd4K%_a-`bjqK9=(P%z+dNzgcT}~+5A;Y|A zay?5Xc%K%S9O;HK z5aZ$uk9t%!$rIAUI^m5cqR?pYyn*>49b|~4t2CX9xL9e~j`Bki3 z^X;u6Ru=jGJ&3;Du`bUak!P+JMGSVg)i|;CsNrzAy9=HVFy{Mcm4?U~FB%*}T=MLO zH<9*^dEM7=UeInT=+D;UFI;EXTwB`KeekSOX%vS^#vIA6l`-zM*pAf9EQGB>Es4y$YGSyAw`z4Nl&Y$#;EDy#8P_G2ZY zlg**N&B8vrmk*Xs3uem8~nn=cRoq<{f%bX$Bd-)?R&Ku5=IIsk$7e z#XDN(_VkF&PS5SFOYHCNcD;o_FVC0fKRrf?`vr8_w-{h%Thn=YYnu}+4csr?Zz}i_ z8nO^(Ke;B+G*sR*c1}^^zx~^Oi2j%8`7VWBoG;FQYMvWu1J9Fkc9@nI=73xpW<%aFdM+6~pY^>0(Rmid?poL-`5NcHG|tcs8Aje*PvJ(q zI#;}HX8JY@mBxG+rdzg`X`L9N-EHz_c;-(U$^W?$e7yFxpN0QxNMEza0pW@Te@?;l zJLBu)+rUS7sXk{2?XFRa#cET1yKi{l7+;UhGTzZf|M>$h{OR9DmJNJcCCdX+*K}Xg V{TV+yevan<`hOGIer=#zbpXnwv*-W- literal 0 HcmV?d00001 diff --git a/research/gauge44-ends7-t16/evidence/global/GLOBAL-TEMPLATE.json.gz b/research/gauge44-ends7-t16/evidence/global/GLOBAL-TEMPLATE.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..424c2df489364ea5b29e0df9841e6fe91a517df4 GIT binary patch literal 989629 zcmeFYWmH{Fvo4AR2p%9n@B|I8a9KDB5ZrYIcMTHUC3vvl?he7-9fHfk-8H!TnY`cr z_SyT~anFx4?w>ox$(U8MXZ7<`SJ#@5rfW4>$ZMFFe{j!>Em{#I5>X^KYOe)`Vg71^ z&yThLc6}l|M1knOl0X$VeH-+9$WW!|t6{LA*P-sy{W6;1HWp2(3%j`q9)A^+%0+z| zR^KrH5cv^*->6`#hqLR=?ZSEdwV>D2&DqUPU7O3jmxqVv`C;DFjp6Zb7ik)BWb^>=rr$W=davxNo~J^SUm6zVLcj^18i$K0A0my*$r%x+zY# z-f_9T+V=9gd7LR@!UV7vx6qw*ZBl{Oj@VkkC#UBfuLsQMHL|Dkw&y9Yr+cq!vS%n? zS66=iA&5-Jip1K>_WoFoDc$P%#`^eqC;2#C(EaJ`Vf$bZGd(Tc3g7kNbPb9*+U9wG zbl5c`=;iAEe0kcplfUBS?s=c=<$ixV2tALlYr8$P?rJ(&YFhBxy3*-rbGW}g!0L&t zCmBEdb8s58Va7{Zx6w%A^~k;kZT3j2mD{)~v`TNi>fcqW6>vF-t`+!xkgY*BcQ?7< zH8`zP`_yOBmaIyW(S_6RB|gpH#Cmnmzio&=9yK{xw+VPY-E#U{ zKd(Xi1XolCpy#8bbDKzn9B--@=N=)5gtB{!U<7+q10(bGo3V)WP|5m+aNyR{l-|Q+nF-3^-k2<>~JN z@ZfoQbBkF=n%)Mv--40}2wEL@woMP_lWF5G&y2P`pWQq>ovv;4T^~geg;;{hD^hwZ z2~Z8BTXgr07==21NZXyh##2lUQDtf1iBH$3-ELs+ofMO98KNSr(1dF8VWAd|Y^9b@ zIxu$nAtdgcl^ea;)*pe)erGHX?NP-*r5NhbEHB^CG)9mrCB~CZ2x-vQ>ucDg!&Br2 zHR1pN1gXbHAqoX=r_vbrIE3NmJGuD`bi;bSmxvl9|CO3!EPe+cyD@&?(hfIRY zc)NYq3!NU%ml30*f-3@@*lnpd4h*eLC6P{b4Q_Qk7l)2N>e`T>FOGDGC|&$7ZZ-z{ z@~`V~TKEJamg~&i@7D%*(wDv5pSsTbfVVYvh`xo-!(BjYcPB7@p~U&%?6B&wgX?%_ z2b0WdYY)-+{$}ss@L4Zy@1BWC4vYo{>5!h{KR5o!*0!nr_POIWw_?0$_F;cT*Cq=; zg+bwQJvO^d}xF4oW4tI*5qjn zl6{!LPhJ0#--g5eh32_)HRf{u7W_8#t_)MruDJWq=TwvCf@u`OHIm@9z7VZ1kjnMg z3AdSka~0$~BDaOVP4nDcr_q!yyXd*LZaK)ytG(5t6N9>mkDqqvf{{MkbbkN*^mMZy zzDA5U#(?eR?D=qY%h_F5hI&5yOniJ-_T1V6_V98;zrVU1cBa4ETU&^a7i_s*E3wOb z9CE9;J#%-sSt3#Te?ptOH0#UN&CC8pyT0uv$wS|$jPBHU}>8Zu#kO6yuLPS zs^6n$D*r&r*W)`zFt^w#@)C-&Z%VG;Kx94)0>8&k%t<>>tUd|7v!+r5(WjMf3V}3diiE$K|td;M<-i@ub1@_rp3V&hn zc;h@d5VNk3aAl$y<7yZ>IP-jZYvfk*ba!@f9~fcX+LoKL;^A?A+f_2tRnm2S80RvJ z*MYtQ{A!q4NcWs=jkrBMckEvvIvymmI@re?wYD-l9zK^71YUR|;UdUq?(@a*77W5r-9di>=SCKmGFK+-^@!Jf7sGyxb)tR{97xgwZ5w zrZF)yJ)S>wV@jkC7_<#{?l6_r4b)Cs(=-oXkO4DkA@%Y&e&$&o)zN9NW(r;)y1cT! zwQ|!~ekxh9wC-GJ+i+UYIJ!E%Sh_-NdgS%0Ye}_wW(2y@7TR=lXsj_Y7TOjL+U{?h zR!aR*2kR@fT$^fF*DJNOY+U9_nPA=%!NI{Ci{U?ZB*Ni9*5oFml;hk#JNM|9WKV;A60JbSd78`0+P5G1wIgcwkt$k^tQY?^iD6B0HK@pyx_flp-ar0ibX#2 zAc(E%+iLgUwAmIo}^0+K9TCBnG?6@GRJq79R%8LSOeKXe> zoC-b?1(U&wj3A?Z1%++DECl7yZh{_fJr~t?d`jYA%410$UZ5RD99;-kRq;G zED~#QnLv)}5MtbYc3r@xkL>=IumVkhE)0S~mMaPhj8LbD>lUlP8eGqw56V4NutL46mGNwSJ=0hC`5V=`QEP)!6jW!!=oI=0kN_UmAy zYX$$w%KMMP=KU>ebBYoE;tVwrk~wj6Vzi1Ckgirc8}k$R^)&UnRwr;E?~K zh+8DiQ}rNz-k5)T+FiF5b5q(}MfavQeP7#p=TNO@=Ga?%uy2>B;MhW6=gMQ)u*!P* zY_Z~N!`J%6hQxY;hQh_SR*2@JqPPSqzxi4nSz00W)-C&k8^OU()z%y1x3ri{XD8$@ zDkd_BI!##@d+klT~LeAU%NMtw4K61Fu)qvvq?K48` zy0L9m3UzhQG&v$FyGvWoQ}Zy(6FyknEOz7v(auG6o^>;vCX$11D`S~7xMeTxpEWn5 zR1EYD|ZHXs+q{8C>}7^@8bi1@%1Nv8&8X-bJ8LiOsjLTy~8x^;o9*R+fE;n44O|Zc>9q z{ch50*&ICd3Y1j#i;(Dv8`QA2u^aA(T=@_&tZA??LvYh{NGV@Wrlx)FDSpzrknm8d zT%&dq2Y7#eK#zM`dhO5KaCbDZ!W4zBJB*K)&hRzR1+3!YBJk?V?>mWsPRuTN9CWy16UX08oR-@WAK)lJ99!2 zRbOZqeV!P{R>lpot*ldv*|Er-Wbn1jE-p^K!trO>yV|bqOvuXBU;IkiV_|o4McKdj zJ+Y_YPb$I2Z%>C^&zmESne!8_a#u3jl>Mh@c1GX)kX+G2#=Pm*~M6U}P#d`P&o3rne!6cSPXfnDB9GGyYV(||G4z$#XXZ@{#naQaM+ zsoLkRxvH6}d3Zg-y;|&EeS~#bN%QARBw1Q12G>p#mi5ccTlX%|>EqGaB0CUI-(-XB z+4Se4<+W$4zj0*WP_bu^ z?!DPbND8-|YR5;`T1WGByE7gl%=>$)W+Fk?@eu8cEF6A!Oa3x0ZJcd(JSV~y@;r`- z`jjc)Rd?`O2+G+dX~r~=lx_GvU8wp2;uEklrNz(}L}~Kf+-#D9hd*3zQnBC*Y6hjy zrhs6uT49tO8|98R@Q1*!6yDFYeYE-YwxRkM7eP2Z9=~wFCP=`=q(!+i5}Mh_Ukrt6 zHFbEvpdNL7vmpygx#!~s8=oBw67PgKE>BvVlYDS-`bLVBdQ=x-{}>5kS_dWWf)d~H zG3z;~JDi!5B58SVG%VeVUni_+ZF+K0I*=AuJL~RayInQLb6hn)nQ}KI5vPoEI|>T^ zv}RcX59X{te%5&M*?)5W>;7?VT~U@W@`%`O-z;t_bi<52rE$jSmk~clR6M@f_0&h+ zQP~D(-HEg6xr5eL6C;n&pCG0v;*=3KZBnI@iCH3W7vYv;&}WYb|8*~kS8$<4l845{g8 zWppuhT7%a%^4REcd_Rus4H|}$W{SbGOu=BXeDn3kX7SwnCziaalo+1nhG?Ya2620< z0B0{~9FM2;uHIx9sGphD7thsANZ5Z(c&kgNp1wT7Sh7br643lS!9!* z1OR@jA{G^@1B`C~qY*Hms3Fq*(+xJi$aq20oZQ?;(kz`vUw`;ZK#Ulc0!a#Vw#IC4SoQ{ZCxig_b}B^#E)iuYhI!h0_W=z{UT+g;S&n zL~RFfMgW))evrt-3un?OgVmg!onAC7z_h1eT)yNT2VrGwp%Z{x1#my(eat1bfdsku zI8u=ncDCSWpS_M(2(Q%M`4oyeF0 zVhPB1KpX&Z0R)!fLWxrH{E5T~=4?unb5(S8m*lMz(*lN`T%$8L7Jj|X{LL*@9 zB#6$VQf%|1O$D3+LYoGNC*afzaEd+F{;C-JO^07$24Kwu5Sc7{n$#bp6X*z6lUV`z zAr3efU#+r*<&Z9Sh2@q`PzS8~fS3bfOBj8HJJIb&TL93b0H@J_Q{u6nSH;9{di@HE z0BbSe6cF0q!2LJNo*w@+AF>h`vbz!wvP-5)1cpy0ZUjc~+T_e9LoNi)Uj(xL=zam` zxS3g6;XQJBj+M#ml@*TX@6%p&Y7Jlnog2a8$~)Gee>$=y%2>SQ^lm`4^0rf3gxO_m zfSvd%k@vHz%2f0`5>i}ra2#Bj0$E0(=t!oD2L@`BiyCdA>1j{<$W3!7mT)`;ZY2G@GS=g zIvuDNTGa2mKFm2k86G$dhjQ8~HPG5GJ345G|8TUj{ZnmQWfT2=o~iaog+pP+b}Cks z@LWYL{09oyB}a%NY;V1}Q{hec51Y4sG?KDyPdLb+(&K{HGE09OTeJ1wr$HZDW{xE( z3qFAg-ig=a!v~jcTlYS>_&>ACS2 z9BQ~-sCHW(P$(ew2aF?He!AbR&rHvzR45!|)U?c6IkX+NJ}RdjcTzBPZ%-EIYI33Y zXUhYM%bf-Lmf1YNxbzq$cmSqLMQuGxvTa}eo!mCHuUZndnc9xZlhhiu*k>Lv5jY}S zVd|2p5-eYNEa)P^UC>ThX>9VXgF7d!$bq4{`TDO7{fmO+r@?PR z>>6vcgb|cxl13-+ zh1aj&!8_FG94{gbIyU##-~Q&n+x&)=^obw-k~pHK3b&AIk|&Mr@@2tfV5saM(<#BP zpth%`)Mc0E62-=}He|ucM#Kg^ms1mBnq1$LxVV9acZEYtuHwV8-^}b$))>5X#8R~- zZCB5+cylKDhiF)h>Raq~G2Y7}*nE77UaJM=OOdzHI8wTN>q7tLb)dmnH&P9p;~F^NOB+TZ!-}uMp7Cc7o;iPT?KODJB5MjT{eb0=@0=sR;Psb z=lXBoDQT}_+KNCsK!z2x{xG;?I;*h zr=3&9tf)(KrOkI1Rah@otc!??R9LZThb34U>BubY)z$}V*?W3?YI<$+6T|Lht-~x- zHv%h1(u?Xo@d+dp)P0(S5*C2R_g}veIkuWAG{|01JH{6wiu%A!f;Q4|n$e9!QF}R? z4*klgx>z_kGCrN;G`vp&TK;TJER5qN@UF#opCsnqx0043oI+LZd?q{}`N-_XQk*N? zXC*+~c(#ZQ$BxL~J|Wd}bUl0ti}njPqa+_PTr```ycV(w8b}*;xo5X2#c_0z(Zl5C zxLw1J=V#;4+3Z~^ zuXsv!#nJ(~{-E~QPaG||<}W&(OG%(%v%Z9zH(D=$H}#AOC);O*ENF^GNwD1z7L#8sd3x`B%Mrb~1&Y+24N3{HJp7YfL}6Ie z10NlqKdgOSjreYcZ10S`zhh6jIs2DvX8&3Bx&x+#m7}(8)o1SGjpz#D=lb49#h`Fw z-neaXi}ky}(OuK#%ZvtlL!{Gnx3Ye@t5zfi*^%$cYZZ%fN?*?|3>5OOC9f3X2vaL# zc16S@NJH4j!bMs@Q~cwRk@2~cd7xNMBigv&xdw(RHl%RJ77zyq3vX3b%$!JJv3=}^ zC+lU7lw?+338+#E8RhVGF+b8VW@)Q6hk5ID?qy7jp-By|;>xbLM>fS2Lt~1Pn1Du{ zP;BL7VN7KTi(K12%AlohiM_O&N9tAc{-jZ2Z&RtDI@R-TK|ppkV|e%-w|`n(ehZn` zkq3taLK*p!*dP%-x6idBZ$gt337pP6_Hb+9Y=xH&O-$>EkQU=x$y-luyt~;)|e*xzFpjkdagqTm~d^A623`~kfi&Fr2BEE ziIqPsPoht46Dv9DmwUn=sXR>&Pfr7$yOgF<(%NP+$P`^%Z{An%1)MFWySccLx49Y5bpE ztn`X|)zKFZ{IZjJAu8K93)hk%ts-v4nKo>8Y~R^lRvwFdPZ`muY=o$ft#%fwR(Mv} zO^dA*c71BDXSEF)7h&!MTX{CoeO>EG6V7~LeNbmU27nr^z#%%-y^u3XM#l0nkFV!g z!-X%lPw5{;@ZG38b_2p4?q8;H(Kk7hBHGvTKxiYa&oALfk_uNP) zTx46^ko4PnM_w@wO}NOqIORVIu$*=e4xTw*R5D>+*``v5i)@OEkbc|j2q^ZKG>>^p zfkbVqOO8aH1}AJV~SdTFJ#CCd7?B5IF{= zTMbqv9o>5TY~Du;`FfGtvA@NG8}4^fjf$yiTJG9V;7^Vvu7ridQ1(uIlv;A0=1>_k z-?*pgwC5;56i$ zlFPl7G5nc@T~_-!bpNiME7V;^L6hQLT^XyVE!{XJ8e|q>t+V`OI-cSKG3VOtn{cJo zJ-z%E+co$?+HwwI6g3YvodB$=Hc1pdm`a&(@m5;Gey%SRF1eS8wPQ2*yUXNVNgtK8Kqij!l6TOwWXn+7pgY+IQ&%~>S( z?X%4lCe5?W1!l1q#0m{R*03js>CaO`B0i*I~g{nWWC=7DIzDGcRp?WbbFv3KxcEdMCt zzJiu{?t`RFqPOKol7+eRe>-ZjHjGIPQKpi~DINjt6I_Z3xi+u=zLAwYl-Sv3zR1E;r~e&C{76>L3Aah#%AsblT(7AqE}FE; z&db=up*?TJV0Qbj1Lok;a&DQR`CteaJtZ$PJ1_EEPTeE3o&)V^nDe`ADgR7~AEbtik4i1PE1ygy9%W@qWk*O-j&|~MTAyku^L8IUx1D^zSlbtFsE>)3h>EU@ zwwvi}+xv+-x)iU9!qR;yCbgtwe>4Y~Su{qhN;&=8JlFkZ`Uu8Wn zBF&!h(2{b{LcU;{|8t^f6YgR#SrZltR@RzP)auh(&|#G}3-^+<`}Tbo((J5#+F0gG zG&4x6Jrrk$Wx`kC@;E(yHsP*bwpgw0@%4#{->{nLyelgR6wHf>U{wU7NYE-8# zpN-bb!-Sx)7KfuCx)$q2VZJEz7lrzwkY5y1jRMX6_va^LUU^?0Zg7UElG*bUX9?=3 zw3HD9T{+nexG|c1YuKA;Xf4dEfre-HcQJPNW*Ny%azs^1rU1`P&bNQ@+ku&UV)7v$ zI-^}xSpH{YD`+X=O`Z<=iA)!;H4x6x4rZ|MwsxIE)mem!ETJ`1yQQ4WCh0dNlh z4gBqjM4-;m;%dcLg<02ho{Cd~n!s{pVG03HRvnE+VqA24$o0QNpx9BRvW z*Te;VdbFIM2RzpR;BNqU4gl8xVC#Rt8v@B*K9T9eZSAw8+d9m9qyAUN*3dNo(*s~4 zh*p!S!R=rzEAP<<)b<}%+d43W_Adctyo~XBDQ_z5w2J<4WhHM8fY$+VM*#l#54_yV z3qbx|Ss7}B`Ddo>KqyJeK-?`Xa4y-8_X`&-KuqpHOt*+Pjb}jbGdMlz!F92@wKqgsIQ7gY}l#fP0_Zir~#@iRx|1 zvkJ3l-wxZj=MC=+h3zwZ6->8!a$$)M%zW@}j)G@#ZE+O6Og^)19;_#Ta zbz^4Yn{0W66wepJ8-T!*1rVfO`~?F9nQ?$X4-l+E5Z$5p=r_NA7%Kf#F7k#F0$A5< z0BiSx4F|A?FId4B>@NWO;RTxkCmT_%uNWtaYtxtmV3S|4(Ev7V0>CQ0U}FI+{eNKV zUgC^bm9c;p!pU~MU=xhVGk`?6Lt&9_^2`WNWM4jz{#G!P||=jEabzkT*$!-6q5q8`UFHuSOAO;&k>CvgG9XhV;eQ7KlTCw>yVWH znb7`3*4NPNTGrRp3_RfX&8*e$6X{z=d}8rXBwdCq8HW%B=cdE=Xn-X@_6+qrUss z2J0rE6xz?1*1aL|-;{zZ@m6;McJ|NIJ~gIZe4>}F7#F_CKAiuqvWbnhKGJ6^ismNv z#WVHh2jAxvx8`5s0o6_2SfpY;2)9g{b_#?GyEF0)u#$RsJsOeHOJU(@S1PvUT~KNl zY?xJpa^b&1$6b#2St7|$1wp($Z zil>OA0K1fbz3JZD?t=F%v$MC| zY9Tzfl;mRMfMVJR>JXYD+o&j9+kawi`El8zewL?J-l}%Mj`$-dH90IfR?fYqK<2fc zS5iZNmFfv@y78m^Q?GZ@Im1OZ#H%}jJW=$f zl5gm!)|Y8sZZ#B#*0Zh;1kqEJhSpPC+5VzOY5-I=UFgrZyu8R=BxHiuLzVHRs_ZFxt_QercjY$U7hE^uji zqUpE>XR&MUI5pX;{w|RJh?cb2Soh;aj(LDp^P6I0N6hB?8>s>F4xE)~PSAM}sD$u9axa#ctckY^+08O?fAQ ztFQC1f`uyIV3=Dq)u4xfwj|k66Rf+NIn`bu--+KCb%1Yd`kI?MoVWCpvvULjHafJVr7ZLxNgzCgd}e|LHD* zt+e`ELa}RL%NeTeu^CCzJndM>sMaH{CSF9EXOgXhv@TD2=lt)%6)?FXs3j zsoMRL#YFAXM+TtYnYs!}wP~||J0N}hv&C&mjp#4^W(=^aqjz~v1-sX^2XSnVspPXf zYh;qRd$Vv0thI`HqZg)tiYIF{@~0IKvGlZ-r+n&7r)yaA5k9bq`ut<{ zCK~BY>On;9JrP}g^KPmV#6#cSb_Zo7%5@-Mso`L%C#9*D z$H}rKJ#X@Wm1_h?QHSAr5_%RrrRb{~&w{tZ$uMF`7&n+_m|q9N@7p&9Nnyr#Y|usB z;4yV^mr1$o(J0&2J1M9HIW0-2&1_SBH_}$Ltq0rq3*DxSA2XQrF&dUKsQ2$ZbvH0L zxHr_P+zxnr?Us_gE|47Q;B`K3NOIF4Y~A{;{alIob%w0wQY8zCgBwZe?BrrAQR@5M zb#9$J#BIfYGvW?E*!N<2mHKIcv)-(>2AtA!(9xVR*Sp*m(|L7CD*C3jshF^fX*CDS{fZuT5jKT|TD^pm)XT&$FZH{M?&hK9PPWR&be-^{u{-kh}LQ%%fASJUI-@%F9gDW2>M4* z0{}V1zk>kFYg{)KR6`!a&o5!4bOIKJQ(d<3QWlJGC~>Vc^Y zruqyF5h9v3B!BH%1p(837qj&;<%-4pV_?c*PQa9#0o(z}>~zk{P}{ulv56e*U;2g! zb+ZkO(ND%%su17pNh78Cn5&-vGxmK6j1QQ=noqK<05FdBpXQ9w6oH%m7BDN*ZcF-K zdq+Xio4vmQe9V(`BrdB3RT^jQiYC{aKKUb70|t45{#p*5X-9hZ2FNP{$6^Mly2xZ{ zpW;qf5T$P3`B1s90!7UWps2ZoE$~aD6X|HF3HDGHk5|tX3^RLS1yi}V1Y-(qf}PD1 z!)%v{Ce27@;#0lko)F!Tj#t)=4)oE7jWYt!Ayj!jmv#6j_xBP|$wBLu^E% z5!KlSGIR)dNCqO{1$d6%+QH~^-lIQX0TC1dO3(EU82J(ydEdZTJMp(m=LPU!_7?~v z3;iZfg6QOHgSP+;qyD{?N5hRSzSVwo+cv9%YI-hrcTH0By=sFSo6S`BfeEwp<9`JH znc?uS7LVof{}e2+6pfYfUiUC4tUj^)^fYjWM~qy{p~M|)**48IIhTd43hTC#U0(yE zZLsfdge`t~h{*>lY<5MRS6y4YqaR?GKJWv0`a6^sM!m(ypCSA8iE zh6`oA0=3mtSmmuxGtB ziLppZzddG^e`Th5x;|g?uaY9L2IB9@?p3;H-==dvvT-<4;v1kP-Fh3LD0c|e#3PNr z3bBaq_E=ES(S}!l`Hr4~tVKpjZwhbvy?N@665kmu>FwJHclCu^_V`=&(&Bq+`seuP+jHs*(c^m+1T)(qwHU>T{1dUH!UsDr+-9O|!Q<^mu5TA=JpF*O=e-l+_KA%3Ee=B^0Rod5~bj(HX`2-r?>AYT4oAIDvsY2)#ajOC<(`62D zPgUGw9j=pMEU&$L?3#b<8Wz-i?CKFrdF<-v*W}vu_tpMyD*lHkS?=9Om$kRrT#0?Z zT+l#VA^+SH`!bdd<4I{e^z(%;AT7RgygiwCl`LJ;^qiiFwBV|~+JrO$95He!9~O}Fur#oxuF;OF)A5Q^O$ zRWfb&1-5Hv@;{j_NW~O~Ge+J*r%rGX5!b@kQJ2K8j$6^M?a~cB_q@iYf5&-7tzT%< zd&SYwd>s&=T+#X9;WY?+hRi%m(LEc!3;IEJ} zm=AGU9tHUEMHtKL#CF>SWtEyJBY!Wqq%T`TTNumUkc93NH>GD2$4%tCNm;gd)X?;- zR6nR#Df6FAwi{{?<6s)yU(9a&{h5|Qkam#X5Xrzcocr3eXt0Xs+El%lmtjUiTe8`; zVV2+fTm3*w2HlQ|YQ2NgD`}U8_h+n|++|E_h4J$(@`W+B#~aD#=8RI7(4V_w9*Gm@ zwnD5UcJ!nd<4jRce_EL2@18T6#ze!|?(a^ID~c~~u0<02I#Pi6Nd6@5{H^=lDeD2z$6pCY0pJ`&0GlEmEt+p z$+&5%xAP4RPy50&j0^I2e(tG@=N}$?qicVprOYnF1HOQAJ)thSV+OoP=d%c|% zGL8&Eq~Vz(m)JmkSB;2+0YN0eL0%39YS1(MJeEE7#D(=-vEHv)&6xb0x=nQ zT4er^Xf`l>wW*l^k!uai!6g)*ip<^^u8ei3Vro7l0Eg zv%R*Q)tqtFA8IOoqvwX@TE4afSqqyO1QW3m4KB*h0q0Zx^xA^iIpdl?R8;&$_Ycdp ze*F#PC9GqBOngQ-xGFybK?$tywdJbji0l4PQUSs+3d{Ze+5!|ItY#40oM5q0u^yCb zTjddLFpMR&ZG49pp&|xKP2SQFm?o+4vkI`jgt&AoHqNzN8XRIt?HfB#^zBo`O%Lx< zlO9As^ufu=?!Q0j7cNO#?N=ZMQ(c>VxBD$*KG%}SG+2RAxOIgg7w7z2#5}R3i<_Fv zB2r!Z*e0y7&pan?YIrt}>;O2|5LgnHYhOP_DDriG?rl5M% zPI>+<4;`&Q*0fSIC8=bSzu2KWUDRUt$Ka$33%yXo_gEB(a@{x-vp2WPC*-%v()~Uw zm-YA_p_|lL6pvSg6mxvt;;yCdD4s31GsQ?PHaloBwQh%8QHaE{G|}X^un&tYs2vpQ z_XjA@iF4Z(26~hj8g|f${cRf2#C}~EDM;Mm)-+YpT^qm8otcbp&`K^=KW|F2ivA`r@xX3GHE~pcczR>BV{L-==X_4;SXkm_YFc zNa*JtNk)8O?kzB>(^`y*bDpWwW5E`CiYri?vmjge%5*m|azB6ln0a(_qrkQ?8k&wh z%pjfGY0sgO7?|V|W;}AAxbw5pj#ktYb+)f+!KursYy3|<`eRnv$HLkDr-M>87@Szy zEy*G=+-3A~`GhkSy)BdyA9{8*C$q)hi+t!b+Gt|oUHy71NR!CX#7ObQzty6DGC$e4 z@|Y1*=Q8(%Fe8wfe_R||+-yMMQ}YRc-aYKK6Ue@Qq~uJ#ybq8ym;7thw6AgVff1;N zCXoA^rM9DrDDga3+Em$|C!9N4#K~e1ZzKo2Q-YNKGHcWu?Jv~27{0Jy=;D!vI(DT2 zUs0T|PtX4PUKSeNI>v#F{J`bu3b9_?q`B{w+u7qwsU(&CncsSuRd!@kB$k*c zF=`(zSv2&bvwY-%5u3nvlOPC<75mS`Uo|sp_xXD3$jc}Nj0RSHqwayASgZrH;Y|a? zq-oq;5V6tPM^v$|?{eP!>Chr365}aLJe>qT=N{w(DaLDIX!; zYFEG@-um=jC6tj2kzq8d`1_??VDidBef&;WNHkE`b;3+;-gXD7y8C2THu$^lCXg=L z-99vaEw1hSSOLp?xxK_1H4NA5jj0xAnJ!GjleC8Z72k_LGRcRc+9cUuB`uWg=UJqR z?XA_=KzxQxc0Xs`7Y-lEhcu${b*5GE7JfRiC|i z(C^!K#<>pDv7qiD+9;R|?MWCce@`mxU_FoRHsa((+GH?>>sGo9d{@n;F=;k|`#ffM=yw+}s2LHptfSMS{G?^Y z&Z+#!|Ir!P1Fd4C)1L94u939xM82NbvFES&#f3_fUg_Nx3flknLyO%NDcWg_<+PvA zsUbzQ@W{rrNdIWW2HVL@wsJ><3W_H7;mhIMUoyH+B+wrk<*BbCQ$?aubCZC}#mrEh zPzlRaMiy4_F|c{REPp?KW1l}^(fGzQ{(EfFL+jMRfgqo%;QW*qGs9BqtDT1Tyk9xE z|62a~lA3yGU=CDNcLh==)yQ(UzN8F9rl3SuB2hESB{v^6B7QuG=sY7I$&wv8hhQT~ z9}Pkg%iJ{Jh8!Np&1?1T>Au_3Iod-mT~Beo*uT4Oe7ZES65jNzefo;DzZh*4VDPL! zJj%fw8?uv))eM|bSgn6Dt(nh&GftVSfa#xtrx=9dmAOISq&*%LG_*hvR; z`DrqSnWhbmqHya%p5>gVdD|A=+T530er?icw43xoXJn<*tUTxb=k=fQPKr7T%az*< zh5HAk7spm|=t)m^lJ6LN-RqC3=EanBFL6bc#$(1qP4`Wy**8puP+9*3>itT!9_CBJ z9cE2JALdCSk;#C=DYf^dV&;Y~{p>PL2=mQ7#L)ttpjELHb`0_0b{dh>N0AC=d5VYZ^!qM^I?KZhtqi_fYAEd9mO3BfRUfjo=^cGDWIDPR_9gg zEBA3#Qh@hg3|KeV|2Dt_2sC%(8&-fc*dFiA1g}%60T1*W0fhJ$4~T#V0>FR^7}Q?+ zVF3aHK)?kEfMKBp73fC+2=oA<3AQ}Y_8_pyv5}$1+^X%yUtYP27k@w>_WbQF z1Em+(N2Z$ANP z=Lgb`iwT%&UQBy0CT@Ay1$S6jfnuTp@8JPNI^A^Z_XXY_)9A|W0xQ7BbnlM*8R73a z12Emu8Ni#sitvjO3ovGW2gDBH@5`%j(Gr7p>6ks-a++Flhe6j|cfE#+QD&XPuxxsM zFkyOb5$l}uGfq@PIUeuE+6;eR(JXuK{~`Bg?t1*K15NT|t=*@0bUFdON<C~l`4u1blEVgWVcTy6~Cb02qb0g2SxOHo+PMIR%lL&r9cdufYf_|!hl4xPM z@dmX{fuR*pm&{@9`{5)e;EuH&8UZF1aR0o0VT9w;RcD~R((Qy+p{F5;!CB|YbE<9~ zMZ|EoXsWd%%FD4W%Imf*Dg_2FYmqFVF)}X5vcv)v<~6_KR=$+pu1sEX@Ukn323D!; zP-Foya-){Ae#Ty=<-Fa7<$Oi%+InSkAnz45P$hk!+A3l~%CprivSB+3KJN)eManzD zrX@z6=j8_jQU`37H8z5F3>wtWnh$tt#Q=`@TWy3yq`~Ch1|dB?!E9pWc9g7Qu*1Da;laVB$K_us#ga*lPE%v|nIse}0oOj--TlZGI zx>d72zWMc-V}{0JIOiN|(5)PcidCnPnq2*ZlDZ& zNaubrxH253&vd>tUYPkSfN>V}s)6s&=%-H*^D*IW4UTQo4DF~UZKQqvgxH71xA;bl zan;opK)!}t1y z_08WcbWHAJd@CM8Kd7?grs|i=uCt6WT@dcy8#2n>rC!?mIUnMC?GG%_9?Hk>D8zI0+vlDn%&qRvt?WlP{$S=2 z>_^BxCE}rv3qHS8poTuefj>AJ7)EJ zX$cZhQs*EMkv>#*qXH zDtF1`7)#D}ZXS%3A(5HRd-N> zsJBRsRirOXyBq(p8CqZI*g4EAEDw6+)FHJc)rwv+`40QAkbq@1aJ0kmXs_7YwZ0Um z^<_abo63G5q|QXvJgTRaYHjZwlC$TlW>;E$FY$aRJ$!5dmu*{}`eJ;Cw$b8IQm%{4 zCl4{#Qk8eWS+223D<3=XEqV;Th%7E@xk0?e;+Un8LjTd?B`wUrUx^epga|7LGH85@ z4B3e7Ah<>EZn8oBP5YassgX&Rr#cZz>?zH|m%a;IE+#Xzj-HF1wav1>p2_cia$f92 zM{MFCmEqU=#%U+I-7L0=dR)u9Lw~r#%cb&JSpwSKyWo8qZq5a=$z{TC-&!Y{J7@xPV~3 zWZw&w5X?KPFXC2d)qY3SP~-lDZAJ%1ppG_S`MSR61xs8o(PI_gFfe@} z?o0w3<6NW*o$B&s59C(4a4`riF=O*;5r5)XZDBb;ZNW~lIqg}^wrOS9t4e`hqF4`K z7`=-GNW3*Fk6>P~l-|(WN7srzy>R95{9-%ix6A_#0($1eF3t2aXP&6x zjEtWLZN-zvBFlMQE_pPkm-GAX?!$~2Z(w`WjBAsaVOY^M*mSo(+2N`ZKb|75Wqw`F z^@-q3CD-mN;P@=LTFskM?bV26usbFKi?F(*k@)Kmaz2$CFJXOL7^$|r4Or3D9p}Vf zf0Fa5-mr!B@nSUEeoPd@bTMt{{)0}H1aRrBcEb_YCy3E*%R7rjSkn=HEvkc}C@AiN zV&Ao>0g95Kcm;}gNWtcsp!ft739tcC^;*;dMR`!92gUGfQ5zJML6HX(`>sVDP*ev+ zDNwva2Kv+mMQu>jxb}H1>Vcv@D4JaRycYFA(GV2vuYF#NP*5}mMgMD`U(tp2~_`~KYSJ~h}8KxV8`QhxB zCzuC#2qu6$0?9pq+{4_`m+2#BrsH^)Bun-MhRr()2ABL%b35Snk7D4$pBn-Qq5gA;xL@bK&R;zJ2hRU0MZfsW6Zqfn;d&e| zoO26w|BK=OwTJ6T=6tYK&;D=C;ooM8^6?eb`}+d%wlN|YR)k-WwQ~j)1$Yy=;j-+*m(U} zdfh}hod2o3@~Nkrjo*H1Qn%3?3`C`@?QfDH zXk*hJ1v*0vED`1+Te~Z+kv>L=0xuJFUXrW6B$v3qlls(~>|~@{yQn*v@nwIslSM4B z$yX|B;ZrzOV~oa|s^L5{4{6Vfp#+{DBVLYW=X-z(0Z!MV*^bQ@&6myR%~yIqhxNv; z#g|dkmYiH3lq3kX)YYW3Wp2wZ*W``@@OwA9uPw9}WQLpvwNRQ*BxPEmHH@iy+n(`;}%dln`$Ya4YijUdSRUM1(kkX-Js3 z7|dkuFJuplJxMlpnIN0guflnn*VXRlL${hgMU%`)_tO+DXGmMR@K(rfT#h(H9HxNA zZP}YCrT4A5vAu2wC9~2jyfxlZcI)h^NcBi$;+gv4k=haFy}w}GSWCgWQ}L% zK9*ln3Kdt1VP*gIE7FN7Ovqv)jV~kE*r?8U>Ggw~x+juD2XiMAtn@0fT9JX~bQ(uv z%72!fimiV4qZKjlgR~B@wGIhSM~#`_;fvtVU!vbV>cuX?jW5E}8`qe5M0>*2e`Uq} zoo)?$@O0g@a#i4Q8w#T>g^J{!xNx56xJr~RbUg4X3pFlU@GbfrKe-oALf6usw?UIW zyn73pwwbF#Z?B&v#IaFqfL-0deQ6IfgY%zPs)mF&JK{I-JOFtd1xw&_pZeK~KA=`bsma_jZ6 zR&A|veM4vt4Um1@Gs-i-seVD|(*HmyGX~E-O8%XYE-#jtz$=#ql_lN}x?j zg5f}#i;E+fM&gi!fjj|zI@Ppz zzP)|y@$*qS?}rgf(W4f&hE3CkM95|D6VH|!pF^%BT;}94eIR-I+OOHXIa3l(%2bV@cbl}KQ zh!$LW6ruq~jzHAl(jyQRIC2=G1eYF$D8P|J5IMN?5JU!!{0@IIIA?qN^FzGtT zA`DpznTJW&LS|ve8pt$Ex&|@{Lsmm3VA9o)aTu}+f`Um`K}KN6O2`mQx)L%7Lsmfg zVbT?lUKp|*(gTw&hjhV^Wjns+Ll`zIhsZBGi706R#?_vaa#p3ZvORSZ3e@_7Wq&*S znaB*OJaV{^Jv`v0mkwp%$1O(GE$?~?8q1(z=I1QuLzVAJEx%=oDt&nuMf9}wrk~31 z$M(1Ae{jwJQ3u?0OmySaCgxnEwpKaOq{Qw$d4|GPIh{L&^qvA$l`~KSLFF7|AgEk` z3*c$TkTHnTi7q?SP$`#acVe+c+!yv+_1bDgc!Gi9`eCkAm@xnI2i=ZU9`)vDj zMauvw(TT6dLXHm#ibL$Vl%xJxxS)c4K=-nil|?6Yw8x1B-I`(EtZuHk&VS_LIB}3X zglJ|(j-MWd7tl;|^2a8GzF0|CHZNZ`eSoQ?2lb zusZ=`i?fI;KG;AhFE?7f&AfHlj%+F8oHWiQR7t$!ok65o3YYcjNXKMH$D);+Ow$I9 zMp~)9gSeWnI38d6`+__&`V#%dbkk3Ha>aQc)~qnm{BOMICQ!6Fs}oK2OzNsabQ}CKKCoz~K2J$|< z8_~wedmiK?dV<;}Qs=z|C_1XGRxvl}+%_zl7YuW}H&vM?s~+@k!!^>*^j4h$5;V45 ztohFDFXsw+BpT8$4b``GG!3PyCJTJ2eyRt$aodGLtvGe}#o}Iw#+8@FyU&jBS$3Zt;%`hNX+*xnjMqEmSMCc5 zKA6#Kokmi&o781C5D|5;GAJM5dzHnV{dl=-rI)V1Y=vrHB<0yz=rC%m4I^=1&dq9^ zO0bag)PH9o=YfG6rTfi_b0#%J$O1V?kL;y45DsV+dcS8GsK6m^I6nlTvlT8z&J`#8 zS*9(JDZ6w1?t3d@`R?Dtym9bj8r*m1E`purKH>+CsO|B2?L9i(#zZw(@8g^AKKq3a z?8|xG>=2_&Il<2Fhw;!tvY*}tB#=Ar3tE2 zy@Y$Y66`YEtR1Q|7D4Zu=XzEQHwwU-YR6aLLI=VlR;e5KY>$2zrjcwGMDfvvz*ml@ zXZON7rsiy`*C}Et1FoKu2Y4&!+3z6SGjw+)3y%59?RNzUmkA?hU$UObK^kAzSq-ig zH+e7Xd)r^mZ_smJTJDaA9__3qQ#CgCw7|h!_8-3Otz%qyHz+jZbW(E#JT7X!jCuR2 zu&ZA+Ze%DM`jhgMIJLyP;r7e_PMgv`Toq>DT=u{AXD_h?8=@+}97 zs3RT)QGG^Vd?Lra-0Jk3Kqv|Ij&*lt%{y8OJ7W+z_KmcOrZ{$Nstr93k8Tu=X*~PA zAgMUx+ZgF@G~0!~ciGbr73WUR%F|JUJHiw(eHK<#13a&)j9uIQV#9Fef~M(A#OwH= zLo{?^y~S9;SAxLyY9o-Da8j@FOxWw#(Pd|`IsN&$3-U=xW2IYaI|inS81XO7d+J!M#A=v|keE3)4`8srK{4 zKJ1BqSfKRbXG`t7^|Vna-WXTf%vfME6~)v{mT^y;zi$!?t?mYnX%B;T7m|KlIy>^M zWXW4u+MC|+n}MP~@nd}}JDXG9O48nRh2QiPH9bz1PK$giT=G_!wk${vi+qcP4zKSq z$s6O zQ{w5~%I}1gvwWhGbyRyS;IWYW#`=4^z#ph*AvTagY2xuax^J0E?&bsWCZ8tW`&#o) zR9KGvg06o6j}Me406(QI!OjQb%`5tqftO*=^~TGkDyi4rydJDO78gZdU3{D26iK{C zxhg52W*tfhT(zi-yWcy98hc-XL~!9*yoJK<4nRt)AEx3N+ZqW|H~uVl5cH_hn}5}u zRSg9`U`f5%_%qglZqJ&d)$=QY3uhIhw3-eSoj?(R1Vsoal7phQ16}j?8YqdeEu*l8 zN0sZG_&h4{&A~e;40`|&i9k`{T6_(P7@&v&is;$K^V3OVE{`hIY~x(QyaKLARTaQc ziGBwGP}oU7uCeXB5D(z;TJ!})G#4=Fp&I^K^1VlT9s+whgpEH#?XC8#ahr3Ih~nc! zVEj`ss>bBsVC%9Pe!%6-lRaydrocIrz8CI^oxuJoQ{OfjuoMU6fWu`jtkUXk7>+U5 zdDN}a>UMzH2G%@m{E2D*92nws>z;LQL!d9owDEpLm|ab}gs)9Qhr6p{L&vcz8^GLf z0Oqz<-{J1wUEgu+o)0jOV1Rj8)-O*i9}Du#+WMWXo{3A+0tuhHzb2h$muhC4yX;GS z!)7JV@LME~@chm;&(4mhCKS`|?tcDo zqd_b){C!ghb8~||;CAP_nIFc{KUp5DG4KB`m5dm>Gr=KTJ2txD>c8%NgE;aZ;=c|2 zuhOo^U|I8D#(TyR`+Mh4sQ{e9Mgt(70#Xh*tN$%h3fSWe*kcvg;}$RoYEWthrD9Op zNKrhUs7=@z-%*8fW`3LnE^lX1;tBHr2ehOtcNG7 zz5Pb!4OLn`2^ovQ zLd_~^-lHNY-v9n6Ya+W~D13I=J(sYNeuI#{h3P9STiqxdm((n8ji)2?6D5b7zYI26 z40+4sf+y^bgsvtLzMS?uC{C$K>!KzE+rCiLHNhj6kS3^{wUzI8@997k5xyr!>pXUN z>w}>sOKpDGLz%=dhkW^W?sl}Ti^q<~Q94~EyUsfqwdzLfrzFIM@2q4GB$Utcsuvv> zakOcqLzxsEvDhP@DUMRraJ`!pOXe*#nvIEc+@?~;o7|9>0^i|JH0^q{%{bk~kfk#JYz%%gUDATkB3qyEZD)CBSw30kh6ij* zTM=&CRIx1MRW>x(Dl7_oq{afxcqn`&@t!L7WJ@%cDoA?qVf#hK!lj1eRbJ(l|JARP6EO`or1WXAedB_ho$umf z*`nz7XZP)%wI=-$ByFG`MM5KHU+Rb7@GRyyGV@2i>x}s>Oiab9AtNr@Y&|>c3613b+227~)cNfGKvBB~ zb0-roUC6#-xWa;Iyf8L#Q|ua99=pSZ92xx}zn#T=t4<42gJf}@lAy~&xU-FyE^^-? zJZOPUhvsFdvDRUzSLiNhsfTgo6{nG86m^FOTc->!UFd!#rAFAFApDIh(kaYXK%F}8 zr1NC#P1eA3J3r$*Y90S{WraGS@qS&Qn(_%7iscmpp{V+aP;(ncWy24#&HDTn{0jVB z$r8y{WR9gxqgi!4Azcf=?~&OZzRri&z~yPsUs$qB*h1E;FK|?-g^(|xI>{>=6#k-< zeK*MZedch7Zd&dI|82)6r;p!=GWBSZ%u!DxXfGnu_<6Wiu39534f)S{N99npIs!Yo z5n_(ZQO)W@7I0U-B2g>j*6!)W>)+d^nb0on{<{gz`n&YHJM?OczpZIZe535?_a9L4 z$s;8Egu+KD9r3EIi!1+DHbiYuJ~h_OFoD?!M5p!C?`s!8-XY`*sU|fRYkmlk(vbT* zQSJvN6ZxBDp3=o^NHn94gKZPbzMVSi=SS4<7M+eE8c^=8YMbT-8c&N=%L>b&X52UN z9`XzoUMcaZ7P?&KrwwXzF&B`>YR*R$9mF66SPs^5!VeVO#Bobo^-7Ki=@O(ad|n_< zHz$-t{M%P64!`LYQ~6sc-!xJ#<}CT_nC`C^Q{BmXtgz-Sq?LyFX`23y ztmiL=FL->Q;3cWzN~?2S4o*ZrZ-}lOxc04Xei$6*B^!54Apfdoc!Qm`bWwY<#HBfM zvPUV_RU}NmL>cv)-59nV^C$G8)&K3@WW`~{lM%_mWwfv}GrX5pg zFos<$i~sPsTx)C>H@RQ`(~l~Ug<^R=GDN8LQQ@VVn^US(@@mD8K?6x4j)NMl)4dk5 znepZQZhkMVx~Or_5&PAsH4j>fz#!SvL*{(<#ZxP0J&DuZs0gal3?UT>`!dnU#la5E zips1QC@=dk{<`t7zSg}$Uix9gDUFLN0rjfZFH&W^%{;w`y_OdL9jYX>37IX8+rV=% zqo2OTtMp~{PlzsX*Cn=; z?N?^MZ*o=hp1-A>q`Z`lu)TA|&?WfZ|GOFW*|)d;cdkBl3%>E+_~rWhrdsu_^S5l1 zSeMcXwwPB8y@3AxWy)76oC>u$`uGW!J%Zs^BrW`N8Ld*m6>9S)?!FS|Z^b7`FQqeV zZ(lKd7Yy{*v`lH0Qmj;)&p=8A`a`ZrFYlgj`fazi;9uRjbp36Se&fb95t=gz^8W)+ z{z|$T9=-KfWPEhcj}0`GA&$9wPMw~4<0@MI1>`DP0R%-5lt54hLFL6Cmy92~A?GrJ zF?h2VbF;7gyIIRIt`hS!ze>Fzop|l9$PQGabwIlU&`v)_?RQY+y_7uyPdUMPdg8EG zr$=|LRw|_0kU`Y_72-ZY@=h@#V&VNKYv&8^V_#sGU!mEj zVe(eQjQ>G#e{a-aAtOo%qhD!Z;=!ic*LfQ0>QFPRi3jRLFA&1A(ZvgQ0D%b*`Y|zr zNU)3vSaEQKQyCcM90Hwoedtn4^!FwD4_5*h#!YY$>49cGoP*;jfb)3_Oni%*IKnivfavu4^`hsE zH~s^7gbu=jkH7AVzX6na2##>NMf8eDAP2F7qy{6yoDZGMHY&=P9XBr7# z2{tEH(Tp+|9i2p!`5&;gk<7cRfB(@^hccpGY#H45T|Jz9g`6t$>%ZGiq!wl#^;upg z>uyul8d*~lm00!?@Q*$dFgn@U3*6`N)sdWn4S!@ z&NX3;K;eLvJuHv3$QLe24}C&+19;2Mvs>E!iJw+1ZUy*~hpa2Oh}dZEMh)2+$;^Zn z!^SDYWbHlW_-dc6sw9c%Mw!ylsD+wSl2+gC_ZV{&K?F|GRlvrDP;!!;X%m)zdr<%_U4y6=(;G`KCH?hqC8-Y4yOQf?oWg7hMr zB@K2&7`JgAuZi=atC&r<>Sj$KUCHi{J%SH@_D(IeIX8%F;==ae7baat*{ziG&ED8o z>Vo$hnrvSk&N_2kMzCH=h&-H2BO@#Srb_d$_3WrxXivr@OcHHr%`fxS{DM>F#;s

bA7_NYyUaDs!4JqAt_+ zGD@ao$J6&YBk4(ep?J-w-*R_VebK{0UY0{LVYq$#w6!MqGzwD-!7%tU@|#s%(%T|* zVj0y@qwet2&S&0ts=LTW&BP@-M?lEtrHcrYT_m+URL+Jb=RHeb9BFJG%e4JBw^)(pWyop*5c91r^N$-(6^2HQJpHjuyedpis`lZUBTuwh5K}clDGBz=>rQh#`7t5^U3Y$#krN}`1q@{ zw8k`;dV)tp7b+u#i;vQ4?X|m#VnxjpMtKoAk#kWUjy1wN*`_m}V5;^rEVJaRHOufsie8x*iz3)>-EimXSr27j_zS(2RfVjR#&qiB3YR1qQF?%PSYg5OX(v+x!pn+r6!V(=N3U3D`{0by=NV`A_)o+=r=YrR!ylPw zo>wK+k;sLye>X5zg{z4}lW@Q?!VBHAA4pPKkTN2EKzU-HGmB>k40fRou=`%Q;Zk-iz5bxSLtjez`1F)t@0KZ>-?@VDW?%V%y-c-KuZi&0vmKjt_z17T+9$&_lSG*QvA|}MnfB3VR&7B zszZ}|3hOf(DGyF+xbsdJb}Pjd9D9_n%RQ}X@mHnw8J>j}q3ioUV;5o*u8Z6QZO^BL z^-&dXyV7tzzUol$RX{D`y-DI_!WTeyYDAJVIhF|jIu3-FU7ZN#Z92;BKbP~J4b9c_ za(Kn5?HW__6i@ZcxOew*b$)kszQ#=hehS?nUXQCC6?a@GS@D;0UcU;`mWlQwq5IBo z&O%BZu$7`|i<4#lq>fRsd7Xd)MnVG`$C!-VXu2DuJe2*QUgvX(DJ^515YVd{CUrfU*$(Ud;`` zx|FC2naiMH1!^du=IMDa(BC*iaXy2BP5bvMS?DMa-tW9U0)bG#CyzGhGXeD3OA7kT z1ARV`14asc0Cuknc3*XEst=l0U7M1Drlp{1z_lqSX!-&)6$k^p8iJ-M!1PwE&HJSk zhC1{Avy|>&B4d88EdoN2MiUJ`aBzF<)Zey_(IY^xdXsrvJe2_y--9AMCMeWE|W#gO!R;M0(Hp{U^eYOjv>4`Pi81 ztij&fSQr?2Bv@Ff>V$+2qSBAQu46Hl#tLHov-mGo{}7HI+423o=|9B(R3IwltNH)n z9Q0EUZOsP9^%v)jiWwyBh(i(SMpb}pf-qR|ss?;P5v{i48&)R^p~T<1mNy$aHgx!qn= zC+YIdtXE#YN{=bG8nGt@+?u(+q~F_QF9+d~T8vews?Lk#dn5e6lI4x#{FBdhLXpNi zgtleQEv|{RRBEMZ60aKFyaK2Ziyyt z;Duc4uIrA;hU(9q483S9G)i^UtW?<|Zsqc3R&ukeQRa4+s01yLmyYMkIEIaHYJcKq ziBEi@^1P;2<-sie%C6#e&6_TIYFI*%%8>6d?#JX}BYRFUru%`C8{PzUe zleb?!dFm?quyju^eTW9wQ9ZKU=uJJ_U6Puu6zDx@{^RuWyUDSy!r4Vk%MNu=0PG>V zyvnZSc&!?R7G>!D`Hllw#}{mocdYpDr|OsHMU;6L#wPmCmibpiZ8SSRGo<-Io+M4Z z|J6yvA&hBgL9r4@jh7%6ySqO4t(O5`04rzzYF}mK1=#iL3r&z z+6ZnddsA)7a7qJvQ#SBK;Ye*-_;8ZQMEn-{_S5YUuLsAYmT>j-P-%hWnt`(ST?esk z5AKG0X}pd7CWlU6h}6s2lb0?e!2=$}J3R8qk}Ce`Nl5+YyJ}S#R5iWAIo~w55%Gnh zd0zwqi>>MfkGJ64!u6|srMF1@8-p<^8ZRb&t5Vq!bPQot9&W59=-XzhU<;?i}-ulq<3?>+2rKe zA1TLFks7El%?@|hESYc;qbDfwKdLv`l`MZkB)%;%q-n~xvwL|^wA@rNu$o*Y?xwG$ zZExjdn4Fr(l9$^Pl8~inR*)Yh5tmj7?emJa5crm14-+*kw4g+&_`XsSWKD@p%L@tve`{leB4XWZE|pGd8+-?{g(Q<%Ks^ao|`g+^CbVog7r zR_x&6nVploL=L^&5vSZB+pX9rSd&L;t#!@=edV%BOYb*XUFqy&PoUvhck9ZiuJj{X zCbz0pX4a_ls@an>Ro$lDK7C``#Li*!a-FHfg=*58+*+;< z+th`^F%86Z$u2DW;6FvR(rF+NSvXYK2}G4BwvOa-{#Ei7_|N>055L6|JY&m9D(tlO zF&B`mpvo|a7%b|v(61u!GIW$MZuk?z@=|1LGs7J_@MRf09w1|RDWtCMRw$8gY~jumD9HS@`IXe z@rJw5i>QqkcC1R3!-lIBx((raxJ6goUj}2MsGc`s+&iYXVBJ2~lFG>aY35bcb!dE& zy~<>RG8s_+b;2Z?A@=|ZJlSUU;7tYXMB-q4jRbv0nX z_03viVr~5^#Jv~A+)o4t6vl2_JH1a%mlBo9{I+U~+NCT0J-z6>WR`5k;n(#05SZ%f zNj6D*%l+2wRvkz}@pg^g$2A`Z_LlEak#un(QuGlAR+Wd+XFfJsqyaiB z2gNZZiwa$`kL=(^U-Z};^y9~Lb}ZHo3Qsdi1N@qA0W=VItef7O3kzW+T-!ax4Ey+=GcQ4t39y!EZu!fBsJ{#bBH z9v}!Fu@aRA#XE0=(-L*C7F-MmhyYQ78AExD;{H2`FNuQ$+Z!u;OzxW@UsHh}UEN3i zB64?Fnr_vmGVV zq!SQI_5z_KH?Z|sOGB$TXswQ)V^Ot=f#q*4A{3pDqM-(~K@yzdil1$G;3s#n)(y5j zaiqQUz0;on2I*adpe%AN69O_5KGu>vF;4e3<1L^O@D-0EnhRCSWyM|4HkW7~ z%1?9zapley$3L&pCZ1MSa^bi?#3kFa%4WjuHj`4)q#&AfzkwANmu5=MUL6B~Agm|7 zNBz>^*PvHu^>mg%L{n2%Z)Q!-%)w7FIXiYIm6&6Ggzr@3%t-AaKet4LipIg%NF$mi z#b|J#z`f<@^C+yeX{6TDkSO`ycuXXBO|}gch1z146`a4=Lam}uqP`cqmrCk)O-(n1H$?3k|Pm<@kz^{?2&ju4cLt8Jn7;U0A=4d8d1)P)3 z)MK3LokaSxjG{Y2)#6KRnv7{dEHPJJd}1Y6N$QCk!)I%f zqbhr9j#(0at5%z3PWj_&j+fV!8J<%fT-K&X7+PHiXRT-$%beFZS$@=={f+kG8=Ljp~^3fOSDlRBYLS~+{I_#_0-$n(Kr1C3CpYOT&lNyNjOzpW`joP3g|CNh5_5C{(`2d z6|E-^!v+QnXlnB$v)4%SP|V4Ww>j02smr8&w_P(vpd?b>sC>O_(wVN_rc%q!H`|`i zijSIS*7C;swY$DyKVcd7<(TU8aveNPv@fdn9AhogU&$Yy>e?;*S;c)7OFu|&B^sgS z`$ofr!824@H>1Bdq_Be@D1H=i`ByyJqh(YbFK4@s*?*7sJKjQaGwQ;6@~dNqLba;= zBrA(IaJ}|*xHI;bWl`1kV0m|9ui87_C2rszEUfNVNS;jm_IHc^TMKXA=d(%C5!Pweu2uwhj#hh?kArFiPPdcS zS8Z0Dt2a)^Hcs^sPlHg>!!r%ri|3S*8TR0M>jo*J$W_kvgf5KUY)9TwbRgpI35N2Wg+gTDHJpVi!^?- zqCN2Cgj`{-b=30b*NFQ9JnobS)e1xVh53Fe_XJ~;k=D{_wAEG5+ z@MjkY%NXVK)2{gKFCnlwcyYSOQY=+_QAc!;@oibE1JiZ zBxZ-G?R@p)GIdx@1k{|^cH){>acLHfklTVL0@o%zpp04i=_#vY&0Nw~9=0*1IZDz^ z=Dj;D$uVCAz$!IRb-)jGCHA=4A$n`-t!Wx?l3S*J`wD1;c6{r9`)aR+g#G+4I&i{U z6xS*RG@qv@-5mWV@HL$Wj&(JQbpA7lLjp~E=76Rz_6R~Y;{#Yvh+u|R!yI_BJ zz;Qr;apYnAXE2`xIj06&QT-K?!Rmhw;8FA~(C5DaHdy_yVL1i&90ocz1i|jV3(aS0 zKR{a+aGE6G#BKo-8^8iOv2~{(Zf}h`02rEUwMD`p3k)2yE+c zFO|#9&trgGOj_I`ER8X}qC=f%aKdyoc=gr34DqLTEo{IO$BD1tGgvQJZ)G_|GeA~x z?m2{i_0Pj;bPxXOZh<52{_d;&^5e&D0kz}6equDR)5ahs4c1@3-U9aTCV=R$9N27p z0Yr%1|GzL`17@KK#JZn^foVDd(_8?i*#S&56qqI{FwOs=0T2U*9{hnt+I17~KtQNT zLkDyr26W*9bg^^;WBJe1XH6PvhEL)ezyQRjKox=k01gPZLAV0~J_x|+vmA{16Pq07 zH{iRJZDyMgfgKF#pSuP}N^Mx6iTP5Z_DubBXd*iVU)6Ij@>sm8kIL4yXG@%?*XreZVF%hrPrrV`*C4SlZG}l zTgK5PIQs;@WmihYE7#Q`le~UFWxV>yxZ@^OS7wA|ry`7?t7`HecNoLYba45)IOInL zEtUmjpiQo{nTV-+!^1oUoyDV*0j!-f`|uIR`*gwCN<-mqA3^!e=3GQJ!{5}v#*aIL zsbA}ie@QqP1p+z|8uytxC-1T^OzB^KGUn}Izu3xl86ZB-U-6mXrcF2$8 zJ<7N}GuYjfX185tiDSvYFT|93c+uC@#_8zhe8{wM8s#r&meZbfx^OO^a0Tx#knaU%;$;yp~jexk&}T#Z*eOyJwBZrrM+#6l^Xv8d2dKO)<@a#r3zJgb+ypRWJ7!R|e-!=gc@s0w1- z5izz;sZE;%Tov4s=XHa{9i-QPJj(x=*m+0A?5V(!engX=nLYZ43XM@Di`>BlC6jXn znd`e6rw6qe`a4UM>H@C%8fo!}u~o$fRHlVL5)kE9oT{eiW?N@k84(`^k*^t`m|K{sFscqV@ zr=UMu=99?CdrFGaNAlY;pJYZ5u1SFSnc-x8S zxL0m!kYb;WdqE4{p8X*&?}k^^Lxs}jXGu0+xm#fB@mGr*$0w4Z2scs^ovG+u(eFXX zGHc?~mzhzM+}`Q0I6A+DPWKebNeqOI6nbYSLhQ#N{lq>q>K9M-sMgG5nzE~<$uIAC`YOV@8gQ-i&Pb=;U7YZodSsZ3 zSNtBpA6||6Y!9_|!AFJ?=F=u2Y4VaieQ6O|Kler&?e7|7_}`x)I-JFEyBKdV>=LP1 zr)}jv^qXQItg)%^9W+^08fuAVmD5O%7x&cub;YT%F=(=NQo81GiQFWx^2fPgpSq|? zY7BUPak5!$AGUYgUQOvgWryo;)Mq>YQpN^W;`}2~dbX?>1O2Um0f%*WTllyOHX#RlBkCKPViMh$3pTc$cRzl~8H8r+tt2DNNs zRD&wEWvW8i+89-#IBl6K(6v@Z6=-*BrZP0Yl~EZQ+?uHbwQOZnf-1IVDni*>85N;8 zt(gkYH6)_~v>TZz56wq1%0q*ZnQ~A|B%>Tu5t%6qWkWK`LUE9pGSIcJj55&fubEGv z`Cl2IK!d+#N<%HbGD<@gzh*v$vVCQI48{4HDFt0?VU&V)w`58}^II4tp}{Sg5>U$) zMhU25OQtxKt%Xq>iqn!Q23>1r6oYm*XNp4en;Au+!OfW>P|IdU5vXEwrZAMPnNb*u z)0`;;U29?#f_67$3PSUn7zLrhO_>5v%O*wvsA5wlKa{PBkspfFl*tEOYh>hub~k1| zg620eK7s}}X7WNU8yR__ijA2Mp=^ze51}}XnLN<721XuecS9yOG{1q78yeh@$py7+ zVB~@-He_-_*%}x*p*RhJ8AdJ*=&g0w7*{hw2F2A}Dl^K}Tp=^U)m$Sp%+=f=GsM;0 zBJ-WAxlLw}tGP>NfNPLj!vkZZqTl|?C!;HGQI2`v$j^Hx<@{*!*rNlcZvtep%;VW- z`w}Vn_-AAA`M+gTid=)WQKP52h(=an^6mMTB(lnHt%xEj(vTj-_11c{6FlyXHZnz);6jb zP(hHONLGS?2uPMJB0&(4oI%MM$(cqFCFdYn$vLMc3QBCC$vLMcH#s$Qe`~S#Irn_; z3E!^w*1c8t)?2lF7(Ldr#++;N!@-#2nccAH{SG%?zhk~@QY9oz#8WHi+Q5Q$#fwKQ za{4#~BI0jUrDAfIU^%jgR=E`I_}b#u#>EldX!{S*S?)j~C$zn4vXsfQT3ld6$sp+d z;F!KFS5?HqdYpZ`o0LHQ9KJi5J#iz>G5*MQ4!GE2+Y zl>tR<2Z8F}jawtUMOPaNwPY4QnB6@9$i+u=1JUi@!{8fIgBEIemjLlfQP*z^{l;-~+eq1H^e7Pcy@k1Fa8S z1^6;Qe2e?wAH&Z7`N!8@V4wbJ;$s#+N*M(QQz3b5d4tGxWhohhfq_~}vsX&8w=dAC znnqS%I=)Mz^1bI-Xoq34zwL-;rv}=Aw37aX{ePDQ^^HKl$~D zEZb;j)U^b=h4n`EUzTmS<)ob5#@){o*+oA7KL1G&wIJ~}ker>#`ZaIcRS%%5`Jy)AxY9K+^8_^qp#GwCMx4eG&5Z53GMHV|a_UG4*8KB@4LnfM$?ks)u- zoaj2-Q*KS=_>Y-qKBL;V(EG*)ex2$cSXI9T-Z$3w3-~5Xa1s!{p^#~=jPQUshrZV+ zaVz0cCwzwYKpdHqAYOiy&%U4!%V~ z+tTX)@lTVG=Y)y`pCrAtDLwN;gqgY_SpY>G1&P70*0Fc&JO=_iWU(dY3EWTjBP2B> z*?UDULZNn>3f))kbG{tLB~E|a%BU2Ku<~rl3EFwh0Qsu55c;yom+b=<{oC)Kuad~J z4&U%DczR_>i@mi_9SvMt&O6|(&dBHCkv9j{Un!`LzOJZ!9(BmkHhW`tEzd};uy%xg zK6qorOfrp^w_Xj;tIjGa zXkRk{szO?=?v zi&n!R2VLzrOZz?cA@mt#;*i2`*O(D=^?4_>(vex$hKR#r-CfhPd1y1@-X9)1hpPcjW;W5nTy++#)!mO z7YFjuP94$XY;r=ikQpDh(&=OKQxf(2LW}(w>kv}?WtfS{lve4qI>Df6j7VHzp{8}5 z635f;T#JyA}5Cm^0n?%^89E0={ zMaXS-EhhObhgrO=wEPQeTZ^~wR}ZUBD(59xrWZz!u!r2V&L_~`>NY`olhl3dR=XCc zYl;mlUahI{JRDu9q777Q$D*0d#{egkKu~KZcy7YS;`;0Z584;ia}>>WH;}isS!$|d z#wWH$<@B=Tm8x3_tzi-S=lP&}zw~1{#ot;B#R_a86{pPbj)h@6^ z@98%_j1+YK&3rz$C}?+PnXr(QG}pqYw`5=1e}49j;+Co0Jr^sW_SOg1-uQspn>|o_ zTLEfsJwWX(0jRxk0kt=P^go1uyAD8!F##wsaseeqQ=r7y2bLK5fD)rUP-0vGN{m~7 zmKgiM5~C1UViW>Oj9Xxd5!hb_0VpwUfhEQ*u*A3pmKY^1BD~WT=;mC2hQ(kuX;U03 zs!k4cLt^#YP|+~+@w&l=y2d(ux6kd?N@ZFVMo-**+ zNCdI6?9^6!Y+XE)T)!RhhdiZ+3as))fdw|*HwV(j!5?*LqX~fWBl2O?qbJ1YGy$Rk z8DW>*bXK~+wlY;`l_A5ixy!vN_uLvbOgXlh_0E z!xug)X!}L$FQ5VjW5kbVSdJR?Dp^9Mf=G0O9`oXStwPbyEcjQvpaFdQ_X}ourEUN^ zl4kNMIfS)E=Jw)@XV$h8QrO4dN~6rZjGMA?7N2cxBgsG>S?=|wShoRciZ+?1 zSrX5%YeS1y4hit4SrTl?>KcXbFUh3HQygQwn#kOym{Fd)M=xlE=u)d)68q12u9YEe zi=>a&$VuMTW1D&5FCh9&+uqtt{;qH^Cqd9>1=B4i|;bkXYZ%=qMChb@;T zMaTmQgQ6E?%x!i0uaj93$uNDBMyJs7CawhbnO1QA{>H(kU;L$BwS`T%kG?-_z+?Nl zKMm{IwkOoNXt8| zv|L9(l7YSr*3TR|Z;zX5a6-`@55O;ki*6ty^VoEgAL_TGQDa?XH1IW=DG&eEn4bQA z5~yQ#9l|CBvN>_!OIsAOUO-sn-r%G^vv>{uCDQqU^lpB`W=ve!K)|nqF75s#plMWs z&E&vN`aluK`KFLOK5~h4-7!C=P_wGbCjTv3mR_HD<@AhF((pF{Dd+1}6$QMaKs(%A zlK`0U%6g45cU4-1YJU!rH^Jj=pfQfIi&YQ8yPO}ELsn>B(B}DjnR8)})K>MGoNsH4 zDPhmS^n;b)Jic_h-gQ~Sp+qT{N_e|R)2Lr&J9B;e75=XaOZx1o6A)HnLoxFbkr_3Z zU*58Q*p;*Ca!s*9;8MqydYn1bp+c(?QfNBG{DQYPwGB?I@4}I|OZg`MZN;?XyjS8b zZaCar#QWFIEp7|WV^7!bHg>5VY{xCWVXhovsx@p&N5x=GKv?a+^B@O) z)x?UBw`wL?)l>uxwt*_O+p z)ws4tsNK~rm^tE2R*(3Oki^{xae4V{1&6Ywm-1Clw90%PJ9{`1&li1Et_|i(6q057 zdq;hZ-sJkdXyOk;b($R(evhg4$?yJ(d7=F*Ugb$4La@UA?8curKK#EK~W-xbj<;D!O7nB6D?iq`#8~D5ae~(}qf` z804R?wbO>F9EyZNqV^>{gk?&fzFQUKRn_unIv+YXm9CUIp2U|cpY{5XFjABq)wN~r zBf&0eSK!wo^+xt0%&1*`#kLvtLeExJr%F{e{QhWG@cvWo{4>~iXAlO#+?xj*d3sZw zT}gl6!?5TqwSD&NlvXG;v(~b3;=Q{g%4jr|(1dM!cx=9D>{TBTk=b;*J)iIIrZKYanQ~`e%D_(CQ8T%j)l>O8oZf zKFiqXi=MUnybdNwF?wFX=?Q;tz&FCnNKvz-Fub~VEBf#^>7%%zT2Jvu?O zvfM(uI)bhl&{Yk%Zm@PRJOFb;w)(4>-^?~YMTnu^*2(owx2|gX3tD^c6;t)Pd9qkh*+Hbq1-;msDMlx(8AdE~yP5b^S6b8yM9cq|RSb^+4(w zNS(N(Hi6W$%cvlAwe3c&qmQ-rf8Q+by$%fK`UH4|4Ng&Du|54Z*ju>bb>%b)W=KKc)i`nD*d-$8cPx?>I(IH`Y%`Y#=8x{UeQe_d_85>x-|uLqCUHMhL}e+mv{ zmv}%E;|mIEn8lACV3Ipmu6`}QcAX*=4;Ts1!|eV|4+Er^b1tABW*5-IP{28*_T8-h zqJEk!(<6?&4<;>yay z_58vf(@@}e5_c}{1VW&l3lKZkj|8p&BJJINc3};e{;bo+q}c3*`&e$VL>yfLAb`eB zslL`8@y(Xbm?D5L4ajD8gJEXbZH-PF%zrfIu`?yGkCiTbI<%W3knm}Uydyoi=ay*k znoZ(BzrNuF%`dB(JUS!n1vy&Lb;64q+^@5Z=X-C<%F>&8X!^xs>+};;_@j2>gZ7pM z^)dHnjSC;yY^@)QcRiZTlhG7Z+{@tw9L5wm_zQku7Q%ERoX0i=-iumPC%GXWPzmu_m?o4N4=p zaw!aabr+wTQ4ldce$3|>3cGq1t%TrWOp3jhUBaYCi;n!6=O3;}Ml9|7%IqCup@X!N zG!s{?AMk}Tt$Lrcd)c#z$M3Btqfmb7(q`{8HE~${ruUYMt7Aq6zE^NDvfP!H*{IKC zvf|@{ejXvjxfNc>FVoF2gGt18rvodTg`Kg6_GL`twz`H-Fvfc}E3Tw*uC9d49=mHS zA*-ErF1<1OiA+`Tf50D2s%D##WT=R9^3Em#wo3Zy>D@QiUEC%sodc~h#-6nrGx5lj zY6SKuTE^;^a~;LD%|t?WZ<;ZfDYwA+iA3|?ein99dHT|%7zgJ-vukogyGS?t!y$iM zes!4!vr40EldsM5cGwhF@^N1#`O7!F-jUWmj3a6aIo2dkqg^>cn>Y0#=VwM2$ zp@p|v31+!bvYBsr#A8MaJ{M*zG!SAPOW&Ge?sO`qn`|IN9O>C^m(=t=E8x6YIAH7W zpgn+jU?H%gh9+cCBd>J8yr6=NdAKFDri-P}E;s6JhBODMC%rQy`@=!}nR0pBaDgd( ze60CY=EGwuM6p(26wKSrK~*BTzqgMo6^*tPjS3Ar3qKXKgB^WfBguf^hj777a(UeIcu+L`>akN^vg#@=yOFT4?6Rdj zgWSiYb?8iEg~~zV_-))P4os>}q|Z zN$hx`nwiJuXFV#zsfRo;IvFYM%SNs&@CN{gD#Wk&|(LKh5%`6PxsqzJ@DHTX{-_Twd?zB28pjt) z@MVGHtbV?9n|YTDJRT<}_xb2$0tp--c)2s4VS4jMiZIfz04qu1C>M^R-slw#H@25x zL)3YHkyX>FYf1CtQrV93XFF1&UZ_e{79Gwh0$Ut@)}r-`}*myM@E$phcY zhn9@G-%m`oKF(1AN6kdsx*=zI^g@ITAt@O=&6=$e%kE6!;lxSmMcCYuFS6}&HY(%R)1j05u*vxuN4S_7RnYT+MO z&rKaSdZYPgRZBA1=VLaBdA^n`(~mLY^_snX5pp}5{R5~TUg+e-EPvd)7tiH4rI_Da zp=i?JC};4>jOpE-L^r!cHftp^qB{mH(~i|A$%}7pd2T+i8r`x14q@$c*JRL@^+n0% zD&=eMVH~!rdt=YnK~X*bNiAj4VBFyM11`qeNU+oJyDRInYAsE~wiV3YE?16J_LIdO zZTfL09@$c}Kv_l0Nd2gYO)mDx^Qfg%slZt4e(4=_;<0;2>)X;dfgwtkN&1V#+SeYWmHgVlQQ9_F zSwsrB7aptJ&yzL~G$|X*>5=lAfdn0^BhyWz-C|@Ky6RNgFIZ0L=+2@(($MVc8O>9K?m!z@k1nKFK4~>OV2Mn9Qy)H?F-Yk&qg(Vv=!6YNirKyx;e5aHPOUzFmIN zByHVOQq#3Ege#U-hlRFPNbzr)>mEgI)z)F48}p(>Ib`_Uo*SdxBT|@GN(LbVbTb5p z`m!1c_Jb}xb`7WYm8Uog+``Hs_$rHH!zb^!g$v12RYT;-Rff!3HEP|oxV;J~nksk( ze|q4^)Rqny!v*?ZiJu@|4;N(+c&yCKABB8m!_r zWygEy26GZ9-*7pn!5{>p9)w;9+%16TJ#sipexOB+5ie1vnoug=Ne%dndB|@eL~#EC zNDXiL<+UwDn(aGFTb}K;>ItH`=CTmqP`-HBb@n|5Mb3~S8#c3;{@&TvwDRKhyI5AC zdB_62S07z?MT-+Fg+EjZn-r5lNK|b+x{1t`^3V+IZjvf|7bKemtRo@DoU*f^2#)jMq>{SQ!c&@n~8wfhw#?io+19b^C^xi%HN&;QzFfAV*PL zm>-LzCfir-@j-B?Iw+clIGC7!0mmJDooR7Pygw}mkCHV|q9^_jt zhPg+jrM(`elEVA(X~Rfj**tOO^WGi4vgEL-JoKUqq=UT57_`IkHh+lzEBZC5k@3wXYIXOv&7 z{DYAbJ$TDmInAUA=ZQ8f)#M7g9QQZEbxU4nuc>L}el^QrTToezRZP{(q?sxytw(Y; zTInqJva4D8ANUVWs+!{bUbDifxUq0hbvTY?>o&P(`RPT2l_N-hs4J>4Ha6{}huZ`^ zhKYkZ!<^JdBP<0Rg#8&h(ar_+yw@~u;_e!UYNd0CFbyht7c-4tjd+Z^a`5=wP5ZNZ zQoekiwnrN+HL)M~ zD+fRNuIabe9Hc%3skk8ZCP?)KBmSK> z&%XB^4u+lw`5!_43y@C%^6^0aSCB6Th6QQtmtbK2a`rReZ~qJ61M)5*5Q^i81IGQ& zKn_y=FA#V@vN{P)ZtULx|6O3#$v1&n%UuH=&AtlEdeDE^<_9ilcmu{m zFQAJCbV+?1Tmur3R}jWe1MlB>G&bFq5+!_1@JJN5nc(%kho8{jZw+C;{x0+oYx&c? z)!3L@QljDSD1izj(=9A4#e3JUXFR$E_yARo51`7q0c@Gy0k+JE|9?s70AJG=cuj2J zHSvJgqyS!%4_F5~U>%l#b@*$9YhVNsAc6-F;o!;RAS>41xYpag;e2=*ZO0HKSCIpY3+ zD;I~6NB3w$2yUmaUd)B!cnMCoaI1mNIdiCTv^F1FFnFO`94-zM?-B15?`P6!bCb}MDD`50J-(m%<&Zm&DdLNL5pK4_!(-d= zp&)zyVEo467?1b@btV#}b=>UDhs)8F>CgD6I(Pk-(^m9VW9&`T8QY!5uLK({)h;T= zDOH7SU7&vn+T+FAmn8Wb!5DO_i4d`KQ-n!cK1_EX_g;vd>Y;_$O21wkc{gg~Xi{WR zU7JFzm?9jV4vSB&Vym0l?I<@X&`yGWQwc86H*MUsvcB8tXk*V@pRN$cIxTD`A6lW@ zHv?7Yx2RA3cGRtRs9m8wq#do@y<6Z}XSv-~Y3(>jQOV8bsHSOeS_lMMJ^k$^P`X@f z&MM7n$EwI0JJc`ZM4D+i+7v=Lnas?z+=AZPJW)Iqa8)+Tq7N{}<2C9+H`w<~5Fx6* zL0OEggOVgHx_G$^p~WnciG+R_ zo=9^QQ|mwvw%4b+{&wciGbbsVJ&B!UPA4PtWR_nRWl5O-E~i(~bB*q@%Pm0FanMHW z=L^b=H^Cr@uMQci_l#JKn2cDBo-Px|MWrb%)Y7h(ykU6|tfGCn_{=VJQt z=C-T^tNj`Y>sig}Vg}M4r=GRBY&kYSZSN>X#!#DPk&ra5qvo{)J;&1sg@9mbn39?6 z)3cmaTGr++BXZ6(MGYH(m;RbZ`o91yY+#ReV=?()+>$btXVNO$vMN+Qv2by4CG{~Q z^$Pm=;a5o$j^y(4{`I6GYU?OQm*RmJ<T zW9@Nrrd2)#{(C-TyyfBhQLh!*f^vtQXOx06*z&Ma%~AA7Ws~EUjSdRVVQL(YRek_} zcEKrwaS7;`3Erm9D#8?OiL9Z*COcP*>|6o{Ws-Ck4hXa3UKGC7)#78_Y728(l&srL zpFSTf!c=ZRw$AjR0%Mg;p)21V2s+K%qGN=4*>Dt^I;u%)KQB$VO&57)SWvG`NY)-j zT$-dhLq@+f$ZRvFte`)eifc^H%TSJ496W`=J?AAarKeYjhpgm8r!CGp$z_*GefK%P z$ZaT?3fW8g%eudbx0L_Cs!YRImL_tYc)Qz}S}Et75IKj&+{j zq{zCX;A5+}Hjkz|j*4}zf^~Plv~3hAom{OMfz19iUqwmodBs>$!L6@!TNmdwBTYt% zgd2i9X0fc1$N3KXE>8O{iq*eiMwY$(o?^3@jrg+^J0ld^k@Zc-{qeff%_gBXhPm0h z7U;s+sri6it+XF~Ub9P9#iOA+)->+C5e>;52VN`IG&b&f+!q(=r?uZTM@L3_@GP9Z z5Rw6}>@9I1&9X2Wc97PjWnY`TkueVKwd#Z!OVP=UaCY`I_fI zlVTe*7pSaX`n2nO;AHqVbsq==)7kZxEP*mxu3S&7YcZDlXA`ym?(V<2^{*fJAMbx! z&i`jt=l6L5{NBk&gO?w|ukqL~yvMd&`7Me+)*awW4gBh{Mc;EW;C=aNEJs27sVC{h z3#>%GOF=j09ad&@4o);Pa%PvBtj%CBw%*PN5VuR`P5Cgd{KEH$vr(Qe)g1b zX5#F@_b}~o>lp5@#e5z;G=KbZ%J*(lS^cQHOFrSYD87 zjc?m9!;J*kN~4lMM7*dpTlv(^b$tV3kMdi+hm= zFMu->M`U3gkR-~@RsDJ8M*(zypn({cD%4Q7=`3j39#C?&)bt}- zzTSqRS2n_?PNH#(Y^^G2{)r2pZ6gEuX^Q2NdszgsQ=*n33So4D7=1c_Vp5SvvsZsk zRk>@Dj@hTyQqz*L`Xj51fYr*l#_T;?Mutd>SNM<8$kVII*DWVBhG|DsRA;kNBa2}% z2LtW|8qgQ^>|eu=j))0*S}D9gf*E()^0T1wXT4<(^~TWwA1A0sXqGdrUi4nI#q+m+ znRIP|;$E0?1_l1I3uC(&G@dCx%|>N~0Qj=UKoME&g76m=H* zW1@BC$Tq(7xB*Rc-RCaiEDpci;4+1*9Y!UWXePmdy$p-Pkox-j0$st>Mr~nbk3tB0 z82f`M?jm)%@^iNMHFgM1q~%JtWoydjhMr>Q3cN`0MY}(q7YbT^6ytc9E{wW=ibjw z35pF$2;v)vp=q6=R{1b#auHZodtcmT`GI!s4c8S@L{}@tR(F3d00w=vrTWwArPc-C z9I)%qRYgsO8#dF^%|+9WPS|z+6#@Px+iRU`y#|LC=a#&I8WWYFPKD_@8>XZDfay?3 ztFzIuso%S3xf1_WXY$RcQ;K8;f?&<{b(Yn((VJ1#y-C&2LM_s|4>88SZo5-07v-{< zG#S8?wzLnBwxVN0dAect$*fADb#M8$IhJc+(FWT^i72>aXt^KnWUqcMUumJXiG!nE zwWhA=Gv`k+tgFZYV@aNt5!p=99GT4wR@;brrPS;?qt6=F>dbd1XSsX5LQ*eu7AZUn zntr{uZQ9jRtE;_OJwo4vqv}kn(LU218LVHUyd>{0l2rCm*$ibkFF2QF3EOyK{AY?e zYCmxSmvOp@cJCBjYAUw3>XPfNRgr|ad;PMvq}B1pH>y(V4;L@ zeEXg#2~At4eVLqE8t)Ck;uGTqXHE7pj>BdUiABawHZ-T3jh~nR^UFkZj< zb5=64srZdo{O$6@&OffW2(CJAmwL7&B~2H&@08r|Kar5}EEYFLuP7So@3QAqxDqzYn>BeFEWF)=ji9C3v1H=n#BEYI?rf*X&!U7!e$ubsaLPw3=y?D6Wu_Te9^ zCvC%zZzJ12n(`OfI{Ncx**fO%r+^S^o7^uUIs7@#CHuBAWmAn@4!@Ia@;k?=1^yp_ zyKQ(m{JOx$Ru@X(ZZ>#V!dB;&BNn1H4g6TItes=D;s3WD0_LJj#>?HP$)&jUT7q zIaU@a(Hw@8H{1x02yoR14*wYpiV9#EYEiCyS&C!_Jv@Ng|#-I87HA zIZ5Y_b@_$q)q7p0J{LBlJ{vZnJ`*;=*BD?}S}SH&u>Do)LB7B|W!jl6UC{8wy-s~c z5r8_4AMs4}SPXC_mo&AWJc(>w?;ZQ}xe0t~u_vpvmQ&ZxX!d_2{)=ZXT_pAX8kf&e z(`fuL9O^L;&dVPNMNQ)hx~TF2S3BTZDy?PKwauS>y$8-f5S&36I4J{QQvY9fO_AV= zEhb7)$)F^?Y;tWF-YBIq`A6`$mZW@&OXGqu@y}s%C13NUMbMG~FzLGFM5Qs@k@qFz$|(2G=G?t{H922Ah<$^q+^#U` zV*!)Tn@I#doReGK@)8}rmyS6}e+K&N)!xF5`?F}p*S+mK9u0a4c2>|)D(I18tS}$l zW5I#fDSOY1;3nCq@j{O}uE9vf6~!z?)>0jY>8M9`XU^O1%gE-rD(gl}e0xi`!3T5J ztW$mjYH|lXAm${8Kh7s)h&TvO9t1xGO!~r7-pe~l4GnAQz#L~MJ3Zc!9j1`C0f~3& zN$lHs=m$aG;N>r+Q_p$q*;|WHvF0CQ>-P2%S{TCUdh5_Qu5<#~ftyKB%k1-{Dh9WH zCuqI0moc@z-IK1lpQG9n*Rb4YO1kG{mhG{~nLWF{65HV{PCI))#6yh>VPsGiVG}RW zXhe1zYqq47^~VRFUsV|A`;#{mGh+H$Hu&lUBwCI>$#0pE)g+ z2Rc)&vL~WawNi`O+?lkPEST(>lp0^?u%*zPPSWNT3M#5Y++QEY$UIE{Y`bmS*u{j) z>pm+VULrZSZ)ADxL?tEDGP594n^ky*gtg_1mtM~!WRExH1-hsra6l!xD9z!1W{?cD z;`h_h#JXtMp$QaypeW~tc3L#|P1byh)G}gHdm7P0IQ}fcHK1F@P?u((Fg`B!XkbA1 zz_lL{?Hj^UH1S>t&PjLgBg$OIGW6J)o;gAzpj+Bdm1b}cIs%tj(xe$BgvO@yD;Ue8 zMo{;o^5|GXgyYP*(R4G^Rp^qVubCp}X^CgQwt`M~?OXH~rPc(Qk{NRCyCuD-gQ6QF z2h<|Zq!HWISH|*5wA@ss;nMN;+CGbf6mfGk!Gcw3RU3x9?y<9MYO#gebDMZ>&V32K z{m;&fW*)K1b{p}3G^_A%p0hkUFFITvoNbD~lX`;cr$`LVVtTw=E+vdy-y>6v8!hqL zC%YvAJCCaO@^a-X#XsK`fpadq1)l3fpIrT+oelHR(AjP|>(Tj!Z31h*CU_mUCcLf)^7ywV+|hA)pEX5`-<7;7`9oq_Vm`wGt(=)(ocAA z^b~qT{iUFZM3o`p!s~T@9qGNzk(0@n7X^D>s;8#3{dOYhhrMpmv&1{@*Xs@QXJO`t z9_kk(3NjNVh2-M=B*&F%dUdHcEDliLj*dg^592nmi(DZ!I=7`}s|*M%DNj)$qjxo= zW_b;P_{m-#8X}DalzMa<7w20~MMGs}gsXL%K6SVU7rQ6V9X=8XtkiRMIO?%LB977I zXx1Yua+=fw!@*%8-jax=;yEg^3CG!4s_y9x(UQ?6r1Qa{0EGM{pN5CCE|hzQNTSx&3w}>*DG`MX>Z2p!c~{43c|&AW^9(P#^w_q0VkXNL za@;nRzjwSJh9=+F*>uCKdd}0>+=x2-T9-4ud4XgSZCpn>FC7Y4|FWj;S~gGLf}Hd1 zxz~iGoI9E>rq=9*98Uc$45P`BBG{ zdb*u0{)^8KFHXqn$eGWl+If0jr(?RjF7BM7(pEO^=X8{!lZiY(4~4#nJQco=%Cy)M zSj^TI9+Y9M)5|)$HSYES?R9mVVZ@^eneYJOeeQKIV>|`7*hcDSG(nO!wg$#NpB|H= z8m2vkA*5&tjx%`5@26-sI@J({(k`0Pb+I5!VSozebPDQW9V3jhD8d>Bc~*-#EugDK zBdUuy_}XmF-&)%R&t5}2@wFkZ`qoh_9((`N3Eg%7xxm_fA~a_kXK+sS913IiYR4&G ze%ORR?~^ zAI=zwQBfeveuU8uW1Y>p#!+tF^dvt6PUOAnS<wvp$^RX{*O{^pd!r6- z)%REj`=I%}=-L^bo#=P`BWKF~(mu&P>}&Oe2hCTDuX~pKWEQ0s+>!3XCIVcy4+svJ z{`_Y~m;W+VqDnegaMfT{>0kWg1bkwlu^b1F-^h@jg=c1Bc|KU-m6spfqz>ouMZJ{B(f(tBR&f+&%EO) zHKFJyY-pAHih7_5Ah>Et?Ndb5_`QY`#A`_%Qbg4H8NvymT2jXp5%qqb;RNGaQl}IV zjeZ$$f>SLi6h*{Ozu#~IQf;XViij4!DL4V2wiKEo;oIpcc3PTam=64P!aMhN& zLK)HFhucRGuPt?zGNQ|mqHlM}j_*L6BTh`u&|Y>m$f4-AX9S%42ODASlLK*y(a((x znar^!tBLS4+)wzt;lr7tp;8+I?$pw`;&sTb2Mn>^{qov6?xr{mRK}M! zVmcG7c3p_wj=m|guzw-@@^0j#z$>@)Z-qYc`FZOATl~B5Bdo3FdyM#>UmoiQc#~cK z(UCwN;Qat7>9GJMJx!pbR{@mtOo5VKA6U`@H^Om%n%^IUmWW}=zf7iyaP0WYI7OvR4qu%1b|ZR&1}H6a$s(Co^9btb6FBz!&T;QZdSmCiDQ`;8b8d{sF0iO%$) z%CXX)|Ls8;p&gfHMTI>_dOfv0M{#=(rvQ06a1Xpdy-dF|&=sMNWp`Q7PzB+tkF}^y`{kGcV7uCPJSW4|=3Z_IjkKxaDyJ1EK%mU&% zO~cC`x^=@nJ|+(~HA+aD-S|oocso;9Q@+L_Bo3!?%)Zvcjh3Cp1&`W{tef8)s2%gj zvB2qJ{TiXY&r(l#a#*TAFUOWl5yra1>}<>eO|~Y_`(id`zSQ?>1JuJhdKX&G>$>vU zCGR|~E*KH?sV|OEHBSsTBj2M8=$5@={@ixeowin^o}GPQsky7@x~T}%XVpfyrIXTs z^A#i|*)Xt$JeQ`$z1&sic}&mS^_=fe<3`75NNow_mMTM}YwGuu%^aS%JLC0wc?G~m zuF?=cE&JT^rgo!jreLEa_v72ge{NEDYFrG*El)TU7tU5<26A=HWfa;n-)1J!_=Uur z{rECHi*6KDV~R75*X>g6N?PXT&)55xV5?Yo*8(Qh9DG_PUZ}Tm_HO@mFBa zl;>-;g;~uPt-!n6|?`d1S3Zu$u+n9`gNZclqJ7_V2C^ zo(HDs?GZV?ou{b-j>!uS&X6wDlr|S(PeaR)~J~- zXkEEvsCptL%QJSnXmn=ZOgax8>r^LMcJ6!cYp=Ye?BxvJ$6XZs^&&OiDIlAib0CCt ztu0u}xn#qB?M%B?7%@$`IgxDQToU9Dp`D0UlX}WbcZ?%g?6hq=%0E?!=Un(pXXE22 z|4=2KW1(1i0AHAAnIKt?g~0j*E1a;4HgeBDgX3$C1@rnuU~LtR`N5Kcu+tiB{MZP) zSx7YkHF?)Pw5&IzNK0arC7rw?-Qr|-a>s;o2%;NX9g4^D)6jxeAk_&fw6;iYz$tx?tDO+;ml|pgSb+eIdzK1={&yUwpDk-Q$ ziS-fUHo1G^&k7r@+sW43c@KGAhr$R3&^|NVK)Dwp8B?gH_1u6tpW+TtnX8x8@0zAv z2ySsxYUiX$uxDwW`Z`{yb=xi~cXYe)C6eDrPgpAshg;^hQ)?b}Lj>Kv-MV#rgp5{@ zj_@GNuOfXGv+?=t zWD=Was}uAcZ@CF?dA3s|tBz16%17G)?32{aNt`UdyaZ?Dx2C7EVCR{Rr<)vC8xkjH zdaRDEcd4sCt&eyv9|ca6BI#UDm5bswR%)E>ry%Zf&wX_h0utEjvor4Kd?D9qD{@wv ztj)EW9?F6Rms^_;ZX6^Z(CMR}NX_%DEx(!`sTc7yIApbJ@~S}Tx+_+;K_08XQk4sLGtB!jVakOV$~xtX zjji;tto3jBw^7Q?)pBDwcZwWa8Q}hBw2s) zsSDsO0?iH3Ji0XZFTKT}7j@~qG_Ns(+!D}>1DZ#dCefw06!el`dM{1dOK%zIWxn)Y znw+3H(|Qfg-|D2gQ=qhIasx2GT$-k!8GC7(fo9gFX%3oIm!<`1wgD!Q;Nl%Pe=}#% z|Cr_*8mW(W=G(km9$^bEnm6OQv<>@E?F8rF5Sb%Y!}0maS@Zz+lZiG9BNn_y^W*gt z+sdzW@R_gp(%*rT*HU4;S6QTd7_sR5AHVRqg+<#(P5kN1`__>J?w9vAzh43dMbfQR z(Qp&EgzWW$M^c*;53dJUk^4R>wK2Fy$77A_^Sd`hG<>X<{T87+?@dwt{Wc(HTot_+ zDof8o&!4fW*=bNGuQjAl>_uKj|0>Gg z2>&>Ye{16p=D$1-K^~szfd4en|2l+W+em&i__}|4lmANihgZG!i23NtGVq!}k0ce) zBPj&*NV)+%k_SMKC1wA8)O5bJCo7Yl%UAP|G_5CjSk0O3t9 zJI7VT_qRV!!>=>OLl^@Ja*<1^@bdfJO4Dr4!q|u|r`*lx!7RpXHU&Aow4}z@d{%*W z6U57}X}SVlM-v8=9Dc!Iqi|A04$y&afeIRpfvHyx2_IFBp5#9p?TTjOQrtaJLI*Mf zTjBe;bg6;+xi3-!?Uo~$!?ayZ@xpDch7LG56eiJ<%@UBFr$Jg{f>MAjz`fz7n}`)9 zZDtY^R&!Q6{{1wHIT!rCBkkP1Q<=HSGDO#g=6GaYym)U!VB>x~Vyioae8m1&?UH_D z__A^da*b@& z%GfWv7CwWP=`kZl)T4v=W}uf_=kZzwDF4I99J`oQPDJtQPlu5L#C=GmI&RV6n#!QqID5Wq*LYoM{kX@*-?yRrA%D`2bFPv zM^*<$xAH`OWg0ndViu<{VHE2Wui5p#*n1D4sG4tIQ~?DONhL@WM3MxFl0^{|Bfi3})mF)xwR)|F=&~ny>>5J*Z%t>!l63o_C>xTxn)e#0ON^_%Y2O+TI4zy%3^+kh z#ntJFwSxV_>%s=TX6w$O)`krsrWQkbSCo~k4W9g@O!+ia9deLM#nA&PtXch;t*XE% z5*=LNaAy)y+vN1C=IRzX?tq|Q9PX^(uVT5U&D;!2qt6P zufOS!4{*PDdsNL527Zl*8HvAFT6wcZ&zt@O;>zJ3wW=RGE>mW$?DEc_LF+iKM=ytx z6!K<5w$SUw9SQz@_ty1`%EY&zsL{)eE9Lh#CLWdMc)xKcUO|6@Siegojmiv0Dt)yt zB`#p35iZC1)HwTJ=5DNKLd`^ZAj#Dh#x}pW5g)BEOME$@zEN=E{>5Xz4}=qY=&rlb z7@Oi~RGH%c`JwNCj5JcSC;|vmIT$UL5>^nK7xp%(;j{XgRNdHugtKgpvv`!1th*C{ z(;pifw%T3ua=2K=GjCB$ngSBVMUBO8p%PQ1Jn&Mx=t-F^tC)}L_7M?RGV(dHH zjRMGoOcbnqMpJXb6!@bszd8KVL*-ZQO}Y||&h=@Kk=r_1u2}C*l~2A-p(n^MKHFVB z9ep$sa(_!0J{2N*dk6*-@>^+-?({K^lCdF8o0A!;S@p1sw&iwiz5}bn$d+J`9Oh$t znf?3z5XTG$C-`&p{b1&`JSiyZl+J(HHfeAVr^pjq%oYbOQ=A=i#EBke?~mxZHklNH zSWAFs0}8v*n6k3#fNCbv5bByTVT>Ic4mhq`()DR@Y_mro9t@8~fdd%G46V*?_&I@- zdacmA>eG{@z`d~kwGz#l&6z0w-;;ZXVSY<9hh7?}#(;zEm|}!(UA3$6l(3#WmOn66?r239HKjMh z^F6er7P`kb6RU4d1yKQ;G}eQ1>n~l`gnpUA-pgWS^Ux1MiA>^fil~0>nsm95uRE9* zPy7~Jcn$dC{hFWJRX?Xk_21jKHbHB~)Sq=&JSppaQqIdWE^Vq7?qPsxi%e_J)DoM} z_Wz;hRJhk=h|ZZvnjBu=_vqeXe24Y(@Ph4a_96jZg~>4vmPlu*>PREi@cJackFMrTEwvxkHfSe?mc;D$N9K zYR!vIDkHH!z7CN2gXO)~BF@P|CiGJZy?xr~a)L7HAH0108-l=Rb$Al^;Ur1Q8@VP{}bc>pIYz#)#Lg~Z3q%c&(NsRECzy%B_}RI zo4keyJ;2-Z#K@iBvg8v>?ZJ1;d&7yJy-K1ci)!WNI|X!-ZJC6}Hs$xEGv@%6?@BgF zOd5^l8zQG+(g>Qc6XjM~@??&6(Ti5h<~ge$0|iM4#(+XF04Rr#0L^j!I-oWFH{*Y4 zKQ7?65V#fbI-qO{u3jV<2n1rhgBc`59(|E(r3G?UuKa0^d~+Fy^FG2Kqud1|avo*k zaU$q*K-V-)Xm+I6Vm`4 zaLV^|bJ`-4wLApHGUNR7U-@PP0tY0GPG+yP-yeo2M+!SUYqvKMIDI*x9MXx|AJqNU zY-LzlTZt|skz+`@lrv^^I?>Z<&=XgrdE~WNiPGp8yV0&MeV{R5n<3Rc^;lWSqCxwU z3!A*YTAl`DLoqZ#mvd0#K%-V;Tw?%LoEE+Z@~x$|V~xBE-PHj(fF|*02thC67MAP#Cxw;pi$Zch>@sduN(eWj#yrLnHNr-4n+^&xR@nyPQ=1Q5mJ zs-)(4rKkB>LtPhaJR1grP4&iEd`!~sh-Ie*&R1UMva1YC!=NCQpDJ^Asv2|yTzF0J z3wt1u)Zm+0Xmlc=9aE3d@~=hNa{uH_gqQ5}R2Edb7|zh)>MLG zYSf)ci>WO=NF{=6@I3G&^*Z+wG_k8ox0_3U&OtfJm_ zZSB&OcUj4^&j|uaE>|UI6%fm|eq2d9`Veg$n?zy2iYNB&ASu1FF}&>7q^^eAG^vsc zik&*Q1O-WKs*cm-jCSz=pT!$>DGKV_+~@8$ha~qY0#4}NDa7e|4I9!x;@PQ1mW@JX zqDO_m<7&B5?o3?8e6q8Wx%3Q7} zvs4E#`9Gg;tG4p#NEUg1GUdE2_G&+HoKS1l*@$;60 z*AYe0+GL|N3X#r#R>W{ZEwV-amIG~H(qeCB?(~JvIXZMlbEF^Dr#nh&$HHx-nD;N> zL2?mL`}q1^k&ow%{0FGLdws8Es1Pl?@U&73dYUZPXH@g?LJa3&J>UZmvrT$x{`&74GAK*m@QDv0=- zHt>s}MtVhH5M9Z#QMhjJQ)cp7r|!G&CjADXUErKrt(LzCMhtfM_=}g8)y#@K{mrF% zifvdM4mNmOUst$vZkY9X>{nu4AP|MPS;872iy~F@jDZG^GT5_t$LVg#u=Wed+Yk8f zXCl`5p4)N3K_F~#shg<%0rqcT=snQs-kAz}Rx+cl{lICc zqoM??iH>l#{|?$R(oU4Rnj=AD+2}x>AWN1Sm(u_Yv9$0Wq z^P>EcZ^{8yS=2k-cWPqRGQ^3iev-csm-er@41>)O*e2tEfCb;~8)y~jM|3Zmc=I=d zmV2k}QIB5%@yeyo4Aav?WA7#T(-dL9Lzosv$V`)H>ceG$__G%~y@k!#@9*F)$z+v$ z!L@cSo8s>qVsjT<)_JY{dgrw?{K;fZ8qu)C8HlP2wM;i?CqSxUBhzg>x^M6vuA1kp z%C#dvTK6^1q+FQ>y>Lp^q-@W$TSq@AfnLCUS^%&370Upz}-u*hpLNp^(Npu#+P_&(ZA7u@$jwY-^xvZ{-gX{)%zR$7f%rA`=e+A?cYlk z4S2|EDF1I|1)%>ZRzUkN1#nppW(}SfCm=!`h};ftx#CCack`J3`2L>Qp7N^eYAW!V zXx3nsQ^(A^^UiBPCl%1i19a7Wae6Wr1hB6G_p9g1)W;s2b3u(Cl^os!f)A$db z0w4S{gGmx?*0x@!7AoyE+Zp&@tB3*TJv!JF94hTSZbjl-e{m2?;u5mrM_=i{870dD^;#@6c4xJ}qA&Gb# zphmP#$TGxu{q4?U61Q;wn_HT-P6Ylvr^>CWVE>zH^5jHkgb~anr#5$F$xj+3gP0F_ ze2HYYrdLUVm^bW*WMlS)gP7mIq5%jG4FI7N3}Ws&2EgWik<28OEx-W!Cafeu#bp#k zvg7c7{ObRUuv>tT)R%x=d4}Hsb-eKZ71kdS@IWL^3=oOKdDY0!C4uXq?6gz6R|>w2oRY7LhtMUu)JLi%f-?)wRB>;}0YWxqor>#He}M6yTT zYo*Ha5{B3cZk4zsC%7ElR4=HeNEFEy5Gsh;n2yNDt90fGBD5Ap(E_CkA0seJzket$ zO<$)s;2Jap6uzA6@6^9D=A_NcsSZfgT|sO2R3&Jp`gW`-E+lw5g!W$l4N8@DO6=Wx z-SDpcnMk4w{AnQXUft?DEBtz^OX^zEun1K?E7nrE|Def=Y&2`eYg zr~Di8qDkmu(!))N49}&5#FEh^hYE{V^}pMv9UN~?Kd4zUfL1FuXfL=Fbu8(iCI!NM zmLQ;>Ncto?Fo7qyvWUXkOlfka45{E*OPNqhC2Z#O|)@vL11C!&G zn^sKElv;RvDFZVF5?zj@Q7-N+HHM4Z(pJ!ehy5-*d`lyxS_V;yz3Lw$745Z5=^zgB z>M~(1>U)vJgKV=`C8iP#c+3=?%xn`TvaMFpzUa?N!#;C5=g7}zkMobioV}h$+`E<#DdHxCOkeXq zl)O4)!^{z6+be(HCfNHz8Of<1ot=iBz<>HhIo1qZOR>EzK&X(*dOFN#$qJ&%`tzjt z1ZLYTc9JxCl2#I-#cej+qgO3JRTA+GAgc>%Jc=UjTYO*fYU&Pfq-c-2okL%9P*AI| zgjqG2+GA~ca6#wJfP97)h#=KA>8s`DlxK1^VX?CPPhMe_+gOFsoT_j=C0)C}M-KpA`zo|hqYZNX{KV@r#wJFcdgc}3CT?9H^yOq7|U zPv9|Qmmepq!iIxhTBCB|#+4K?j}!+;rN$)Y$^9Kku;#$HRAy@Ge)I5V4rDZnz*hd^ z!W^~ImAmW<&Pj`n4~|~Y`1hps#`2$p49(dXkP&U5g-Q&aVicPMZK@4}W4;>{9hiZz zbkFur%WL3vLEK{oq%QT{< zEWef&uE$-p+duj$tB2Ao~nA|x=cEwg zSzc>%7}--P5^`bqiMKN7^t=B}u~mo7;~0!`B};U=aQ{QB)bYL}wAvyG38%?`4@3A? zy^ey&AeiXG{T#1o1V%f9x_Qa(;@S}!Wf;>W9Nk70naSrL@XKK+9j>xxcLK&d!A!;v zK0ABo%M0FVSnOUIIkP%4IxGH}xqK?O1@6KLZLbs}tAehb4LWVM^G|b+G`*_P%>{q6 zE_=Qk)NdTSd?~(}rT-e0&$ATj>jz;%d=neDZH)Qhcwi|WXjBGZJe%cHsFC}3Y>ci4ZGo2u z+wlxP{&>fa^*@0AoB1!h_MdGC_sh-e@y*{C2lyxd*U6WAe~jY^a@BH^cF}T6im;|EJMaTL=D`lBUXNqU}u+zfMDmx4Ir@)V6cqIe2=g4 z@l_|jTESPu6y!1Of*18I?=$1COgbcE^GddVbh$OG0fQYxNRKL_+)L6czYh#vE<8Uh z=OT7$>JMlRS&m;mdyvtsq1BnrOMn^^=atB9f!(@CthDA|0FSXNC2a#UhrF!<5D^U{ zl!Wz5eRQp5O=1p92#XaX2M*KuetmPS;JkPNCG~jvb!T*scZsB?+^^DTyy9x=HI?&O zb*Z5w&Glhsj|Zxc z2*`X<01X7_9MvGaK27Z!Oe;A+$9YlT4SLvImR%0)m|SeAc~MUwAnQbzHSMnz-KceQ zh=_?DoWhyGNo(p|&xbFRVu{J7@NE%AXv7F_PIWIwj$eW?1Dgmms_ri2z`ZF_fTgbt z@IXgMvcz0H)aDgzcg&&v7-TZ{havWpMrp;`{<@a!ZjA>mh4;qI#mlFhhD8ZVi`>tm zn(rUj4dZ2^|1woT51_}D}6J(R?7&rl6z z*zFRXHa!ZnI6i;JTeG|wiKk1FHipo>tVHS2k@tUdZs)O8S1QvWfqVejs^QX{#~H9; ztm9yvkqMxcIrs2TCmHhc))_rut9Q|CKgv^7oF*uUFjU_X3cCQDcfcPnfQ6H?zJQq- zBVQb7E%(-jRG3V<-o+=Qq91-vfx0!MvW>hopfZfS=gBT5(Y-B}+uNEFjQugn#OQDb zzUlhSBlB7<)~FnXd%Zzs7f>JWl3zMe$nLTJ;WmS_f1nBeNQF1A0hfRE8@>v=Daesg zTsUyXA)NKLRn+Tcn&o0Hg}I;BbBP|v6qK~_EF;Q(AA!xIO>L#H+O_zUPUpG2oYK%h zb7UY0y1Ztv_658CesevPm({Q+4O3jTKfg{okQprKiRuGMxWbQloip;vbSpN$cn~ku zJ==M+EpFuUFdXw>w#rK>JPqR&5UFtFQ{@FUPLsD#o!_O2^>%Eh4s6P1h8}BA z*RbUaX$eRDuoAv1t+nGIXv@4~nhSh(Z+bS)TX}~e(??Y0S(V1IgIBD^QXSnr_q^PJ zgjgrZ1@>Qh9?dX>vrRskJ3<+e`^8ZsMkw;&!35!z&_f&ARGajgv&nf1cWUzk&nGIl zU#ItfdN6T|MwBzojc&JjXXph;*y6-3apLlb&-4s8I?ypJ(w@IY5Bp_IJ|n0vxA6PZ zcZZx2Vh6_oo8PNDzyk~ZND@%LpZ{s|n*Xqk6FckoIZfQVMs0JqqAr^Bd*Jvz@aimr z`Y=15H!~7WV=fBZyEMsgf~tUd@;UD+b+2$M2ZSwr@tE84JL30Gw2_&aviY>hEb0J7 zj>wPt$1m=hyEwtJ>>VVZVDtzuxS%+HkpxUi2V*?S9i|ptlhE zQ3{v6D^QVd%-fc3v`%_@Ffr%vjANc<;JJ{$xx%V2yVaZjG-KxDrY&MG19)bIN=>}Y zP7gR6_cEDgQZB=8)b@6zBib_lc#@7pfFYLzD)?^cC)Mth(lu>dMmN3&EvI@`SvPAY zcS=0->H>D+_b5*B?)a?xsst*9iT=ZT5MWTP0s{v>D@y2;`uXVE7DmYW(X9ApPnv0~ zv?J+S&5u08w3N9b5_E*`n(0~#a}v!SFmf3dF#qEnP>9O8QEXzRn*mI@~!i|e5XAmH|}-T zI&@a4xEM`)WDGoyvcXp1XtXHI^}B+2gL#AagZYC5f(3$vf`x)a-iri1djBX${JnUP zG#s1=Or3Q68RSmw19o?I$+bI0c>;+0h^u~V7OxkY zhyc6Z6~Ih)bJY+4)B)ivPO_PReNXyb%O$_7fDP}~u?`RvV+fcO>#|e<(;mj1l=Q|IWTW4Fh1+r{yus}dRRBNzPu!Nk9yy~bYSbi9X71AxFgaf5xbD(grE&)uXq7IsdT~(PW{VIIikSph{Wo$zreKz> z;`qx7^ZM+5z@2)lOn)439CRYEjUiGedQSfI4G{&A{1+Jxg8hpW)?}fN!OTRBh?^IM zNhrVK&naF8&MDpiJkEE3bBe-%DrXCvQyc|c(FK5xqxOFu@E^q3{HH-U|CazR0FgrT z|FzJU|MLBa{lYhgW&|#xfJC0A0UTKis*g%5yqKy>yavrNlR8oWZ=u#j91hsz`98HB;$}!cELNn>hEd{znxhH-qe- zlG`3uZ$cU z?Kuy38h=l;tG9=U&lSOAUjRdT@qTl?l3@pr+E^>BzL8j)H6o&Q9OW|iFaQS9MS>L^ zeB3R&Ys%~>QL%O=`9dY>q6fP`9LC zGu80yfoJtn3{P~qGt>Gf!#0<2Jx7XOTpswu=Hr^Q-AK`5dxsy3H6zi2wAXI%xw%E1C#J_ZD5aM*8L$>n_A`Pg>(G){ zwMl8t1c|!Bawkjl4J3A3*8mHKFDq^JNPG2mDS&NkdXkauC{> z5dmZQkR&}xtV%Zq3R=~KMu7N!7aJjZ#!9Mv4{Xkwzg6}_^(Q+S)(A(*?sC61SQFyT z(xY|J`Rl}Do`sqXtyYRAtu%31EAnDg9e{%u zyrhvm4gA0Ji@BhqZ8p7(1_2N^J~w0sn*eXD^T!B$y2u<#+Qd)!BRg7q>KPP!$d}bF zB5kXp{4}`Bmvg3DTPq62Uxq&`ny$7RMw0mi{Bh)OnSWY8U-#rx*&6iG{z-M|iT3CH zKscce*>kDKYpn|On3O`Xm$APOJzFX^-hTDg8q4|0s4c8P1tWc~jc{o85P5&<`51+6 zd)F|PQzf;IQn!m9 z3ELpG%~H;%%RZQF?_6L9vN1cJ{j_wrR=bf;a|dA{XQtm=iTByRk$SxU_=eYb;0o8aGc}Vtv4Si4Lw3m`(qT3xim5`|0lnd5&IfURcjFaTZaFMVeTe^Ou9$%H?y>sd;_)vp6wqCZ6A8sE$)i~Aysznf-_U{XzJr(* zYHYUI^ZAK&p>r7W{l4hlx&xnBAX<0Jd1T!vRJ&o&iG@sm*)R9l=O^Vti)IfXET#I! zN{Rg#-Zvb7A@eC<91kAA(CM#~dPWwx+cf9r`#m520UVmYJk@)Mcp`MlM>4!hl|9KL zw|iFcq#7pedLSq)BdB(k;CHwo*p?YPx?fhtwd}h+`c2ub#d>|gbVb7C!M=0FZaQDw z@!>V%ry%-2-olRSKZFlZKlL+0`mTh3k>>Si*=<)PX6Qc3&L=w&?Yd@6F=OzH>cn6x ze10Ox%-MV_$m)?@2DK6EVeLHKw}wkAB(n})3U8c#NCgGZ0e4(aZ$TuY(<@7@)^v@o&=?e7vp=ZS|=<*44;)s{<6om9mx_Aam+8Y=^Eiq@&)_T?cKLGsG z_1gIRwr>G|D*%HXKxDSc z;BVKa2d>(7#WR3Qxc_9lCHe z_G<;dU+;na5(9Q}@Yh^u0O^?s9)h2f?zDd*1fK; ziykdX^TfcWzGcQUL-9-w0z8uhV2Z|FP+Yvmwj~6dNvvZhP{cc*fxO^v0i)h4qEq0n z1NH*NAtMdJAmNjF%y>v3B?+Z5aS)JzkerBw<1I6gbdcyGfh{u$xf-D?ped3N5RE=2 z2UJG@A`CzZ@Q@q-4f#*@#y}xjA-=E?l!TNGUU?Usrm)Yk8 z9K(DGL+($;_c4>-=d65j<@JrM#rMB@W$|Gf!N*l7DW>L?`mPX@pOuA^3HB}`oT;qI zO;rt*$<4o!w++L#ET8RDR4&hM3{A(Z73|wA{3d_0Va37ckxEU6v>UMhG_de`eU>{_ zF!hsi|9z`naE|JSUGnT~m&v-iOdl&zzS%)|pFdBxWt7*Z{qlfHcXir@{<*Oe5cocN z_kna~ey;zMQOysxsGmw{!`5s-7$t_|IyI%=JHDHPg=hJ1ZGUjwaD^KVZBx09UF(~g zulZ&hJRVBF(tZ`2nt1SAE^7C#>`<-Gz<1r?@~K(jXDxP5``;$f`?`~q$QTPQ3O@xZ z4Z3wTpDQjS(9oxS3aFCzv$b|kV*90Q72?l|@3$7u2C9k{Oje{Y6irq%k{3r+p0+(F zrgj^fT^RNGG;8wJ1`f4U*w`CNxsd1`?A|EbA2p7&?vEN3W_FK(c-^2}Ki(|@S6y!F zX{lOvo}(zi;bveR9K!cX?{0ssD_`KLSFtN4>~x>6C#8oc_Zp=SRo&FWX5M|LfC>n` z^;JJxd`s)+V`C@h^OqDhJf~61iht>mgHb^00cDPo@Ua{->@%^0a*Yzn@hT3S)v%R6 zx2d2!RIqD4dObp5`pU^epY8l*tI?B)luU}F27fIIdd7;)kzE=qoSm-{6b5e1Dj0%} za^&7izZLb=F>Cv?AI@fqsh3V8Vw$2as*I-{_{*?C)>Rj-d9>3dvfK{m)u*kR;H*^r zbd=(bplH4O=EFc~e(pPdX2;u&fn})nT2s3U$b^wSmxqcnKL+Np?R5L>)8eR68#jtM zELg8h{Q%`7=MbN)Et%S0rGH)th$<~xcF#OWPGxhgGIyjpYdTyh>eKVitoY{LBDj#> z=k@peJHRH`i6|>-3DqR&wOZv9jIa9e(pMR7nWg zKJA#`=g;e|w8SlRE}Bs#X}^`tCM_;cR)*X2j!a}|B^VYw z)^B+u#lD62Lk+~)BXYLg;PU6*3!1d^CxKbt?6^JGcVrq*qIu7>?%&XkcpzPvKpcMp z%~_sf5I);17zCPIo$b9I$Xq6g&ALlGkG`(e$sE{A2h5oE6onSPRO7mtutPNVJeZtV;_!It$@DtYKNFU^{ zlax8OWaW-0$5*p?RolR{8)=|Z%Osfk@)U=wLjv)U?2-zo!!oI2(!$<$Mbocl;L_eiBtaAkULP;s#(brN`x+)bmyELckxp2&{Yb>KfhSa${W98~#2+@2`uH#|C zy=t`-`%T_?2>Y$v<1JY9N|T|;EDs%eOOD(4mhUiSmchrzSQ76GdbqV4;m2NuZ$FJW zNzZ;8LarPmnFv>qsm;wgWH04Knc|>nrVuB@vFp(7g?xcX;1Pm{V@*dXwEyJGtAo|jBs|D znGnRVYlO#qjjFPRk7$i*CoyF93?s~fb#GLxi}|AuY+?!^z=N;}tit;f&ujXP@A_b@ zYyz`Zn=5ohPv6m1`mZ#q`ry<;qA=@JLY~)BQYofSq`wy<9?{?L#omg?O!gqemmL{g z>!OwzY!5y8{YG%_f1$2kvRCilNr9m~5Ye}* zuob3J2N!?&F?h;|*$1RM`Lw9SNzIKvWL)yxu2u@bX!d7pNZ}Z+7h{_J`!TV}POO4Z zraVgwl!jO1WO4y$L#hA68Clo;@Ojd>qF`!wbt7DMUGV%mHI!jbM=R=bgD`1=@S)2# z#W#C*{%Kizck=0Pc9ATTUuwipD~O85zS$BNj>*~*=Z}4}A%+MKm|xBr`({m?H709K zoH_Q*ia332p}OQs8LtX;S23x8M13(SuS7v{Q~>CkxjX-)thqb+HT8Lhf45&gG-(ZSAre3OA^U6&Toz=x@1ey>aFrRc~#VRa3xG5z8Rw9CpVq*D=-F<2PT3%P08IF}Ep=eEl}QHZ1>CT3tWpugp&W$nyAq>Kjbxoph- zFC{&0Xm24sXlNfG-Dzl_CEaXj-y~gcXg?)gZfGYZ``ysaNH*JmfS%O!PkW|D zf8`*PtMo~QJ@99aYroI;>ZK%**)bgE8^tiYowxJ&UO3M07xghQ%Ot(3T;&Afmkn~0 znnnN5>Wf?FrazFQ@gFM2{5L3eJRss}!|KQ9R8SxKb3WFs7Wbvw(p%`}n-QOPlvcOY`ZEmb&(jmMTM4 zZf64Vl&dKdNL2}a|1vD&ynU|tM=RHJ-p&ye{(+C4!sDm!Mun9yOchK_-i-{4WaufF zfZvS>b6{vJm>9bo-pDk=S7xgEo`b8_%{qIN-Sc_&rW8Y10d|rhr~vzm!Mgyv#^6$b z-Da>Yz#cJ}7GN(j8gQ6giJkF$au4PSzIy8MQN`}QMP@cb(VlU>zKG?TRCKeF zWvEoIAg%QkGN`#cauwX&%K@ep<9o#{wNuK5E=>6ROQ@lx4OZ2D1(pB z_Donwy9yY(zJW^@wOxuy?S&UkusPdN12Qa6&(UcIU^#^4qiqAq5bOwooNb=VUX9)v zW@a{khNRWBy}P7v>a8URMQJ1T?fGgGr>D0MG?hH1JX8~Zl(POZsqq)lc>R#Bu>5nR z)N?4xzU)@xTraY003uZyPzRvqx>TKa;C=Yqd)z{A)uQ>Qw3mFfx1sX)^HW#49B(|6XcToPSpwOXSa_^n-v?Y)g>raKXlKk0PB`1jk74Y!G zpR^a+>T1^+^2O1{0ymWuG<-1TO9%Y6 zct0}#g3+!a(U#vzWLFI_YVetQRP)p@mQ?rFRCTq~}4$a%UuDm%WKWY+k z9ImFin;W&<%^ls{V^+EIxmfc4-^kdyXX|5pqr(p1Wr{Q~(YX)W67PrxDwpj_;Hr>! zCrV825|2BSi6{te*NF_24nyU!HjBwOC3ej*XEc7NCXux8yJgS*I4OV#+oNMeU z6gdm&4*1!Y@qTQ#+?!DcPM`0|dBEH52+9#TT`c?!Zlp$7#DXm4rL8ulsFf}6BjSBT zEoY3^R8sC=_41E zOFn3GC!+7W8Slt+aTDA8n}%?=hB#i`om6gK)7j!BVYG1HtnFv9YXRMmNesmP+DK%W zTMi2%Es+;Jve^6~s%W`h+r)L8Dt_0Iw-2I9NboG!=w8>ew|zx23fT#IiH=EW%5j$Q zIg`289>cfyU1Oc8ZnG!l_VoTVkM14`kIki{jVZbI=0gogA|lq`Sm|uE+kx5a+2nmi z(cHNj;we`fEQnG3$+wZw$6qcFh%#tca?sv)Kd;2FO<=C92oxZ5 z=%v?|jmE@w=sHd{K6|j^j{y7Zd($ffoJ~@+%Tlu9&pR$An4? zgSnUukKF*q+7wPe?#y@fV8?~!qbTUfApBt_h{BFxH;{0*JaDDA6<4>eA8F{kSohl+ zXQDf}UN%UWhU28zg0FP%?D8Lj2XK;?Qhy$;n+W(nH>fo&n8aErp~qp_nFQP)(+5l2ZI5t(Wh&3XDFt#!RQM;YK|dW z{voEUMBl{}Bgtu2IE0>jNz3UYdFvX*!Wxq4rEVJ1Dz5OBf&fLo^o+!aF@ZV@_Qc>q zS*xUiAH~&mv8xekZwA$0hXnaXQL^4bx{lIheaXz}BDr)%uPx6(vdSU&c6JWkyw*V+Gi172k11rfwQQMq*E{=1B;TraQ6-gf(ZD~yZdA?H2qAyWS}UFp@JmselkzLk8dhwHfjXRh{;xrTKSb5E|J(b5**s5a@@ z6Jz0DCaXpFPp-Wk3kk?7PuT)eg5Equ+$s9I-Se`!&Ydm_aqb&PlB~qb-XSB3gfdTT zA#a(pYDQXP$PI12JTE8_dUJ14$D8%a7de<3fhr+B5v1JX8~0>yT?7*T;Qiqdt!IxZ zyqK5?<_Mq8gCCQe%yQoa%$aIk6Y@_UUjrbF2ezbe$focDRQU8Ku-_=YA`JXS~FX;IiuhBy8|NFK66BI9wSC=Hu z-TzRm{{f1Z+&uL9*vLHTLF7{a)H30l^7UN3fRl}i$v9}q`>5Ez=$z~B-WT~ zBq!Hq@Q@BtT67PIwWwpr(4jx^705P@l2T&<%X6=~17r96LnIm#qeeH!$8uM6HiKg5 zpbvn?&4ewalLOa|`OWX$N2_ojyQ!S`UZ!4xWPi)|`MrRhf=(1oR83@{8YoNr3`7(J z{Hz2Yj(N^p{XG}H+!eUuK1}~wU_#jGcJX+7(8+=E%Iqg6$lvUu)Vteu%bz>?@~i}X zge!HQx`gb~{F@DJ#2(&ztL96r!b*xK{NP^INg z>ee2+!CjoCjGOLTkAns5E?W)+E)-VW7NX2hVKTv_FqQ=`kFl3YgFR$%G&!h|>8R$a zfY4oy2?Imn33&&$$kvu9U)wni{=Dfn6&6%o&& z{!rB`tG68l5tpbu5lAXw0$$>|rF`&a?PRm|+ij&k?Uggv20tG!^QK|J^9FU8pBMU) zl?U@I1f4F5zWlLhKIM1EMZ3RbK&c0Qr#nq7G}-L)pH<;l@8pexM$3q#-Qu%NZU~?` zZrrJ{OUUd1v`1G{E0wXn!egTtD0E0Q=dC49;xVERXJje_Z|iBdOYum6Fg)4+AvO zhtA&@9!2KTWIS@UMkowV?bbaeuEJVL#7qtr50lEJ8SpEW!w7f4SE7R>q@(g?PgCy@ ztK&MQHke|p&Jv`c7TLYf$u)%c{@gy7S2~L8DzkjIqNDf5ptP|}rC+^L-GYJWH>77! zMG1y`+WvUZlO2a+m6&NyyE{Jz1UfD)W9=M%$7ozl>qyh z4TJf~$IHV)Cc@)qr#$M#SPLQr=1+PpR=y>rmWO`w@bwUjEOp3fXwg1nC)=rz&q~Iz z&&V4AQ(VW!%hzL==*2foD27ih$%bWzZ~Saw+bsk8e(Al^Ggj54yPK)dVKaR+d}Y#q z!LPY@V_w{N`a$WbcxeusOsXOCZ$T{1CwJ$)Hvt&7OSdeUoLd!NVb248ceUi z#^YG?t0E!sqJ#CV0$> zaBcU^(%7B}TBRi_c*_gci)8lmaJp6n4zmNl}9Jll1=-h3pOVQYQRJVf>8E+!p zMH<7#RdW_ZQ#MN*sYGFOMo)*J-FvmSrJ{b`J8k~Sh=^ZBOGxpo*YdU#;0z_Tc^wN( z^aAMWGpzy+rr_^h6?{9|EjiQq#Rao4ckAssI716mo>43npDxq8oPgY7S!genwB}oB zRTHFUsE=GV@|IWT=3k?IR??bdrBy=^&gi6fl~gLH^!B5@2*Fq1vQ`T0FHuS<*l?Gx zirE^zl^;}}xhm-$wXVZF;+jxL5TB9La=T!U{!(cxGuM zkvW;uAf-X)41xMRdUpV{!r^v_S4siG{bo%}5rl_s;Gw1f)Kv>gkd%=#a~pu}pF_Ry z(DrkvF&?^$hi0EcoAFR29_n6(AJrERT{?%F;GtMN^!GUwhKHVnb$7@Of@1r zlLBBm-fIZIH~WWb=?Z4~atWVfoU)A^pG#7HKHv*U6B)TIMSCmxiS|wMAeOM;n*`p> zU7#6teEU4X^E%PThllD?{P_94wC!W`8ei~os;}t82&A>6R&U*2ffkCtPTle z1T@gSKNvvvL_h;w#cQBsfRgHsS5omF`9C2acRpwQ69YfUzyBs%9p-xfABUC;-g|cC z-%eqw{>qK*FSy=NAIIJQ>FB@JFS@h;1^@Sp_$S%S2ynaax=$BG}e!2RWe(BwMnS2N>8be{>2zbip(7*=5Or8V=`orD+<-UoW%Ph+ z?iA>sic!F>zjAM$rDkRKWS{YigD_80HI<7yJ?TdiVhU|yECUqVf-H61bc6wFQ;Csf zHj|_FiXvjE3H`Bs+;sfy=rc|UNG53V(1Wpa0FQQ#`rs;;#`>F{V&%gl1v!b-dWr!H zPPSi*yslKWG7eXk)aVxSJ-JTyAv$)``n`~q?GX+71yjumg@(q=(o%^4LnQ+t$dbC0 zRnofH>y@vpcbRR`ylSMgT#2b>v(%fv+=_;_n?NaHW{|@k-e*>u-=&=Qe_W-0evN64 zw_VSJv!hb!;U`d71yV!Ll8JJ=g!5KuR8A2qX54SR`9R4p8?=5CrIE=|+7hK(x8uN5 zdn+|uxxKWa|0e=1{&aXcy16$*P2zwToNSDwJQ{Uzmojc%wD{E27nhX0OHlJ#6U?#c zZ=g8WC^w9)7itQMr z%fW~rMA>?zT;iSbU>qFiQEwHp&$Cy!+t=%H;#2Byl&p%@Z^1jRl`47>oda3JoYfUB zR?;3B4OR3KN&NCx7D{bsYZt>ewtpM77`etML>%xQaCt-_b>6v&=BKmfKpWNOB-(NF zBW`Eg0gZOsFT?uV^IX7E#wNSV%U*}&Lh4A-2mp^P^(Y@au-{jx@=qGQn(_+K4t zBHR`FANv*UbxZ|$MQ%e6^V?-WY*T(=I=gS_EEguAZFy`W$`v53IvKPSoGc*wrjr$A zb~Ub;hiBc3@Q35q&2y)F!-N)cyBdLflTu%R8ZnG&4o9ntVr!Ki=$KYehQFv_6$w>t zXPg`dA+?c5)hN@WvyxFIwo6S;wJrKs%eB-7r@R)hTYsbHT+{Kgh@$#_96fg}mElfX zB$I|?YM4|dkInCmgIU9k=13;p&7yu&pNf(R10-c+f^|q`9g0Ij&m+K#o{T^xr#Z~F zuO_y!V^~O|b0aCvl-K84Qm(UNN{PI>MYyq7(^A??rl%UZh4qdhZ=X5JWlxks76U1f&Lti1ZSAr~#!DAks?++$X$y zpIy%W&fVjb`<*++H^$0z<+py%TI*TykI7uK-2F7y5q>q#7=L5#PWv*2(jF4LzN2n( zrT_^BeF*QRoad3y>4@k#(nuZMJAL~+>2U;K<4^k8-r;2YNUqsJx96~fP_m_2G$cty5c1c*>-2$w~zR-PdA~`KXyq{V|G?YY?IVxHTs;2 z2S8(7*lLTc_jw6AI(!F5+QBswXKNkDnP1FWIeO?jYs$4t>>k~|d?t~BNMIfi7r)dv zCT=v-{NCm+93~quy~ntAV&HQ4A6b zZ80K~X`WRz64ykG(;B&>y(N8_C5$5IJ;l5?bM2>WSW?OPTpi!x*4;{g@-BNaBoUX9 zYI>hCFG<&=E_)SHS5SOeV*B;Fxz_OGQJKA=qo*tJRTJ+zHM38n{IO1LfzYcO70LbH zaCLS=!1!sVtn?^5SxuI+|J#s=DtjdmjqmC-(Reza!gVHh^s%26Wv!qStdWKhh3sXyv` zg&3n9x@^|i-!`*J_Ixeq{@~V~bN98j_h>c#&%V#Xs1lphp=2TIHWWR$0g`*4Sr~{+>T3$+6AGrgL>P2A)Zg+OTU_W8{f^naTgeG z$No7KsKOxWU)i$6&2Yy(p~V?Q*2?+D=(bZUcQ}}^lP30-n1zqLOUzHYR>5#*!WEi< zTTK=|)Q={g%&-7Hj&VN$AII=uO5aexi}AO2A0>dPXbXegce$U@E}F5%815yET#lu9WUaf)<;2 zS4sxJl@f4*#QR%P0bM~nff(r2;XNwIK6`dUjP!BqieS>W#Yb1R{#jKF!GzrVEq0eMs8{iNJ%RLh zG@$LxlK~3e*1zb)3r*q8kO1%XYtjGeTpU7i#VsI-Ch|IA$htk@8>xN%E7G4%=tAyl z1ja~F6t>9Uy{-dhp&JkL)_#%Xtwj2U<6dy5|lU>Ay=2ltGQQT!@p-Cu8?=N@&65{WL` zSH4F>%SR{GGx6aX3zW2fAHku#T=XjIeX!0c3uo)py%)*@TSk0csDu2O^w?&F8?Tb2 zyT*$Wk4v4bUwrd_jJ0;4j-pJCAFrr-6(4 zlz?3{_v^ZJ_chgm0rri~Tcxl~lf>_^309}9rFB=7rD%|G)pu4-Kxl37$SnvDFlIeS*6GyX%BhmVot z7MMhcrqvI&1afwL$sQZ|zqk)rV9YDbA)3wYrn9_V6Q;}Q49n9K>^th_yF4a%xHq#F=#GG7 z;+-mIB6vlI%YM;hD!BE`Cs{XXW^IQjwX(;#=7@E~oYJfaU>}dzHFJ>%=7{Z)vJWk; zh@g_l23~?cGu8*$TZ2vMAM+b~Y=9$R{LyQ^Er03l!YIy_`H~u-*1k;*6DE`t;#&=@%twz6J8jy)XzlLly{z= z;IG27Tv@OnH(h(UpPlwOi}!8_?D*Skz)K7r%=P6a9qir5bm3*sJ+8Qx9Eu-^kABF< zeJ0`cy%e6b*&vxw%Xf_=nvi?L51mTf5$o^sK@p=%gX@oLL{!QKv_AONft-P)P#(VY zCA%d90XaOi<8fsN=rMU$KfXIY#^{5mjR|zKiZM>0I41^qK{CTm9qUN_lW(IXy`v^5 zy9zSZuVgjjq)NMA0%~mIlRq1GBMLQOzib3|Lk`vfKhPsl5&g0^6$)Thl;a9Kur~LD zUWPxzr&+;@7T=a1SW)+kso5@9q31!AQ#)Kges456XCG`tm6tb-9OI@w%zglM&+wnA zRiPgz!-H!-K0l5h3TQo;rY;W!d^^)If`+q6_*U)SJqOwp9d#@EmOa_3E*|hOf~LtG z*(kqhKHrv?hrPmh%7B5cNjy*qN?bBpEzrC>r39kwnXko6U13)@m1p572slVv=F~O~ z#@t$cZYp6+8ZUjvJkRN~z%Gy~?1@!q07b_sJL-sq;a+fstAZV%aZ=fN;hQqf#dfRZ z3Hb-BW_7y2JGIx%xwrg?h__~!Wid~EsK4&|lYk-+WCUBY##K(8Rb#5#uuB@Enq{=F zBEhdBh>qrL^tJ4Eb6wgX65VaE%Om!%n#Em+G5fk39O@rlwiUV09Z+?)UT~WF%~x_Ra%jG0fXolSWd-={sDRk~@BuBjxZGQCnx`&B6NuZ`*!9*7Y8A zx^(J&=ZK8m+}pNpi}>W=ZOK;*lys#UfxDe*bjV`Q&75=oCP3Bs_~XpZ(-X;u%vkhp zPfu_~jrxTJJ~%(ub=uM(9A}W)L9fooT^`cq zM%9Q0ZgKyfa-Yr?587BM$pxQtkyMs zmv!3z>i!$&fYeA18L9ZpK~Mme(Y>Yy4=*Ok2qM*`6~fUK^SGSw>sZe3*%$VFTl)`) zlb`&9!$Sp~q;v(Y2tNaaC|-!;g(O}`#v@F^is0`c{&BWAWM7y{XO|CiUr$ghXYWvde=-MWbP!7m~GiGv={o09Q*Qx9Hm zvc&66Re*Y>I|-;)#SVaa^^dgQ-2WEsltkixV)B1;5C568+rZJ#UIk7?9)E6{cdvVl z0gwql0O>yuxjU$<{VySkc)WMP?Mqh(bH9-T$tDAUB$I;#*A*`_0a+(EE?v=*A_6GF zuU~t>Uw?ytBLyf9moBdb5nR49978W9)i?({?g0flrWW_2!wbVjgA#-DQ@No`6@nlaGdd-+R0=nJj=oVcHEwYJFWjz_7tG zOOge>mD(r;$3d3>5aRdd3d?Qv`hZh^x`*O@>V;k;{AZ72QGOfZ!xVAxGH>xNd3{Q> zY5fc%T~A4SmPc%-8+sx(jhEWI%6GPJXpu=zfjlKVb{b>OM2G?ZWH=)agA-oyR*Y z!GXy$rHSeMQJd|cp<@YDknLK_z-*oebY&}}BT!RdxAdcEzr*1|-bxQRYjV%QP=G%@ z(b-{z-hHcV1?B6C^?iuQxHUJ~cMsbKkwEw%Xty(NA!uE@t(fGwpJpQCR!Dmhy{$VB zzU*$)WZdfg@Xf8u>Uel1)k&Boh1VPqk7}39Mkz;p`&WCK5xr8o0CQ$6<5vF%Dfg~4 z$lJ_EjmyzC1Milj6|*K1BQ%v&SNN%BazaoAmM+PmfunjlqG~8-;Ws8dw>Gq5Uqajn zLpHae_C{7a%fGhVUY>&#rZH|`aUh~`jN41x09{`#D&NS}6Kd?)-;6mgJwdT@4YY$o zux$Fsk+HJec4foT-1epkOO3J)F9yC3iHm`XRjykMQ$sE8-S3mvKCwEPEdBDRug}l@ z@?3|YAxQ2X1H07GShP#-rJtQ*-xIFHA=YfM^$1tTuO(pwL@mwTYR%k%D~G0#H@jvC zbNUT*W!N|M009kK8kj)o)D!zqWVqk-En&V17SG?((oY>;g%gIH&(3z#@hBi+M@0Q+ z)zbE%qt}W_bNEV4=+_+~1)uJP1bf8~e@1yM`v-UqJ~o+mAKRi3a8EC=-S--6H5lP( z5E%XHll8gKZg)dtWYM(6tbN>E#qcR=%VgA^)eZ`^uyx6Pu@_f2?q9NGXBckSt5I?rCR@U4$Tie6fI7$t z*v&Ga%Jev^y$K$1JeX14nG5}DEga#GU+uksXgBk_fuuUPF+7pCRGI*7pYqIs!xgrr3x5VtI&AgSOA%wraytY8cW@7ACNqj zdwLALw|UQP3Cb&(BUih3PG$dC;H{jEvUXr_b`{MQ2a0{T7WA zRO0>Gs9Zqykk7I5bGzK8Y^U8#sy7BLHss~v10{P=QH``xvx&4oD>1sx%XL^Y?EJHZ z9rtmQm(1o%@5tF@ZR{)i0M6dp^)(}5W^ zZ$!L1{uvqE@(oA;v`MV08iD8ltZxBy{Q88w~*D?+uzk*c9cx| z_>`5q3QRIaB$%QCe+C*v2cB#^Vdxd{uCaGWIha^*S+lZ@JC@k*+-tM;tH0&B<)z}k zHIOIcx4ho+1ceKLptpawoutnWX8~<|;|xsUxV*LzK5{Fyc8(^3+~PrF=&%HMbNp~) z{4n=gw&tzbMh0I&KTt#%TrKSe?bsYqU($CuD7|OY_vy!8K7z|wAyH4T(98CTh`@s{ zCyij{iN+h2jC#M#$_td^Zx}qvALkv4R!BIT z8gEuLF7k05C5QF{R@K?=#;Zf8;R}WO2X1R)fo5>*+QM&IMyFBIFmKUP_l03ul9=WA zSs3@mA@>i%W3ktxG>h17d+%5TcSA*}g9DjnBq*^>JG)vdmX~AJ`p-Iu)5)IPI9n_gKcUc#ro;$@SZp%FsRO~+bl}Mla zDnPRvPye_W4kwwMzmxmQ0f;B(Il9VDOV0p2OPU2ddJTD()gsh6KC!Y@Sh0Izo)KWV zkZbXH9TBn9ik<>A@ttdcZ4jW6odeW}V1U{t2~dAB=f2wb{a30wp8q$2pm_mU5CMkR zeZ1piGC z0xM9x0p9RNEAWP4_#HmOzu`UnL=?bbsIm!A1Htcqg`VIc8vNrV_$R~hPvXxe4FA&K z@ia5QG|Jq$MFfQ8a{;zrAjCWbu#?^ZLd@0Yfe`a6K!`aNU=W3V1ESCgftR?TL~hca ztu;%wwbBb-6C+u?l#s>xg+SIXMT(qa&ESfpRIW7;6b^t-2=U-8Jg5MG4S>dRAIug~ z5W>3MAa+aRiV}q!zWg?WG~s2I-;x@HD57`Y4!=?OFi~8AXHo&N=!!m!zzug2{)U_I zpJUFI@iFIkMTzo1jq?A?;Py*Exc)p4P);BL#GJ1J0p*wQG3Q=D%=ssL%sB%-i2TC3 z2~Y&^!Q>%8FnI?)=p27F-i*H*_rqU}@8hq=*YQ{5qxh@wLJ6KL#oF>x&A^YG4Q9Ld zBw0K2OXP0+8HG^#+!$uJbn_(g?4$s#K2%v-Eph&<2J2!Us?;6bc;9T`bcv0@ZCY=` zts4KY@rK)BLLVD0B>1-L-oVLj&>SIMo@DmnzV%OgOscc)l^n_!I%n^;SV0`FazEn$ zb0E{jy(%WBUNCD*sGVe0hEa=>SAEy=Hd4XO#Cvr4$;XlaF+erM2P?CJvwAyqHh#@2 zN8Vw}KIvOE72Z5#)*JT<8lXu#LT66dN%|*$(Z7KgbSxdW7N7?8QzeknQoPBI$Gfuk zQ$L>#bYk!Jv}&c&X{s%EbD8WikftR(SlKmcx6>C(5nLfyxuOW(PoxANF942xRpK%<)h<@N54#RzN7Fxz44l*=ohJTDV;+P@}y#U zJF=vo4h#lws#^M$Szt0KxBykM?<9keifA2&D?rXcYCGpl8~Go}syyR+B-{IATrB=1 zV`7ey*U>Yt4Dm^bqq$jCe$scHj@f@DOfi)((LxQu%CNMD0%cO&XT6t5mB^&+p~9q4 zF5N$pIl?<|=wNND;z_N=i1@0KYs& zAMMe6!>k)=dQ9w&7;c5u#)QDPr?3b|1d4%Q1nZ$%s0DbXP8hwnHg+if94#V*^}y+B zRomH(my(*&mkQXpn(Yi-?Vf`ZbJPU9ZdhNOSlQy2woeLgu$Sq+yeEXacCu#5%V!^M z)jv2ob+;y@gxq5<#Lip7t3voU4{4JcL4~v*>9BpgY3LqZuDfGl=+c;GNvNe{sOP0& zbTF=B10fau`ylLBUkUX%FfT;)$M^9-5-xnHD2kqk<~f?MfD&Pn8}qeEB2v`(G0R$fOzP;H_(q(S7ixu;zXDq z`?vNKEBt5siTil8o{nW}j?wB3(BMkfBNv!@Lkc?--j%RMt@L3te4)G;cdNjG(*D$x z)FRJzBd9jo-Eg@w#rLr#lgg}n86vxR!z%EPvi|HO{`;1a$TL^z>CUSujUNm}5qR8PAxM*q_E6hOQ+irfwX)# zd=3`sV-@aW^-Wc&lZZJdKH+QGxAj7gEC!cKY*rxr=T^#Ac?tH_Bj3X%Dq^7!Ws~!h zn>K{omtxIX6^TyoZ&HO31SK5YsJaYS#1am@2ImI8d3AT-<(rq^xQ8XALG#qM(7S*9 zj{2%jK|Fu@;?0Y1(o>HLuQC8MV|;h@>XwYzU7B|?s@LCNCIYy$F7XF9(k^$xf!U-o zoMb3Sg)Sxz1!nlOE5)ELM?w1I=RUC9-_ZYEU7rl&oBt=~{pYv%-?iWWtLM%2`MG5~52;=x-0==|Vv(kiv`yzNV+00}6d`uvYf zp<6eAbVd)F@Hg-Owk*BycPhL%`I=>uYy@_An6fo4$w)x;Nh1pZw8TH zzA}Zoe}#|_8U1=W<<_7R@FP!9D{EYi(X!=gSE_BE>JaQ7_Gj?-7dGX&!|m3BHX{iD zBW>54{fN4KNTuF5%eT+86kVa>YH^A6;3OjB?vBx!*pC0>fkn zbjk-hOCU`e-NeaF8a>1jpF%XnC-g>b5EX5Z{Th^p9RV^NO0zQbRuhITf?=j+V`ufZw@|B?YZat=m`|Oe zqa?ol@kkQkv2c-r1F9w4$kei_%(z+W&7h10J>FM(^mb&W<@Y5(#3i&b2c9MKt4)PedAX@$qLs?0SuwF$woXyl4@nLUxqS?oTwUCRDs=(QThB zWT*2?j7|&FOmv~*Fx1SANz2yM%BB8MdUS`FNbFSD{@W0cNlL3t<^(xL)fP!Hw*~HZ znKN16tQXL5q&X%N*!{AJZQWRZopYDzFJ1>+#X zOO$_O%D3^(bBY0bw4Kq4Gv`31&rIFMjFy)ZNK}ye!Ou4&#_=J4Pwq&31-4I@k_ORF*T1g{K#wEyY3ClWgJcN7V{Y~y! zg}tD3uX06Lbh{Cx1KVDPeY2&n;Mp9^H|IR!L_2)H$pxJV2WL!iPr!0c&JvpD@=fMu z%AK7$He8Jjc589R0~;;w%rg12sr+i4>Np>`mufvD)iRkOO-&AcDq_)#f6eS_Qyio@ zPTZ3!i2R1*2+K9Qg2rZb!^8t(4Dq*4tO5q@|CQI~Ye`Vw0PD(ORGl;y%d~{CZ`;HP zY{rT--dXUk+YMk|F2;B{_O&^i#1RafsITEh5V+j^jOlSN>^4#uUD8ep#Y9S~HsFHN zw|)W%Vz|JYI?x5&FULXAVmq8p=1FO{>yblCpggKMI@nNO^mfi{{*h<;&TLs67ARSH zA3W!7Sko}!&3j^UZ?i>YO5DeXe#Q?jvX71<2kfc{wK@Ak)^*J<`|tN~>l>SwV(TvN z_3s^|ZvKq09ou@oSwW0C-+8vnPc|oBJ2fpBP~D`a)p*!p=(z=Fjm$BkT&a7Yc3$z} z2X5b20JpIL-Nf$l;e5x>#Guo2HC$)=tSE-|7B-GRaFTCh(v?^(um}59hUAu2t(!tO z18eexvnG^HANk=%{6sl??W_aZ65gn6%Xeo#xZ&$DgIZGV3c01rR>H$da2kaEB+U|C9V7?_XY zAE*0e&6jj^pY7^D!}@gp3cgtUzi0mmpK`7M%m3YKf4{5$t6+|c(^#cU zx%@7~=mZEv&(r*IpIud;tXBx>z zAVm4EF+;fp!r325R6wfw_WiS7MO+;Xujqs3{UUcje|R6(T41!?VywVJWhpu(o&$Df zRj>}dqPM&?+`69Ac>*I0ftQP?)sWs9K|-c>ml`0bpbe7%&n>k4>{x~}$YHvA>kPo%3j3m<@TiUF_E!1i41dO%}i(tWM$z=Ygs5K3`7 zzf>^e>g1e>MpMFS}eH?u!51_O4trFFEACuk0@)4fy(xP{U=g?0Q^8>ddBvB_7kbOe1{ULGuwe>`2~b$O=|X*EifW1 zs}rzAx!&kO%7zWMeOF)~O^V%7fY_FQFUYeqi*)63-S%WeUaJ_!3PBoVzq3+;&?&t% zk*%;k>S^GdOj7|7A`< z%f9gFv9r4w|dzOXN!5}u)o>giDKo>>3gSnpP79}VY`tm$77{w zH3i6Gyk-boIji~l-yCY3_sIKUqS_9JVQRfimHooRGFg+9+6S~{n;qyDzP1)YWPOxm zL)^Js%C8R8d_P{hyd^@$xqo1Rq4d4%&-Jq6>IQ$CVEZwlrbkT69vb~1nOpj}3QlNw zk-EUtL8W$jtsC0XC>gIEM{t~s`)O*tK{?%3xydj!kg&-xG2pt%Fg_53*_c>P47GU5?ESu)kN~(I>{i8`sm9!?RoXXE!O$d#ib)Ylt`Q zXPXUSb1B{6#+9A&%Jj#@fP?A$6luK|L3xgC5@@@s@#5B9ai=Q^ z`5288OV^<}T-)`%?wal2>^g| zGs&ep?57e%G=}LGz!7Nvq{<6s;I`TId_u4pw720O*0FY)lIyc zI|E;9goMroy@RXwo*<0uzdza|Q#`#TmXW#9^R=X9mw68tMqG7SX2WAlKhuL;X=M0{ z(sos;+)qosQh1}4Ai2EYnnE30^jN#bR+(1|E@(U=2D&yU`2%6JI(6N2JmwKvv8+Ji z*O0Nt2h%^GpG_7Zw33G^&G69*$Oo@#Pmic+n?LFfM|pz**Nk~_nb@XB;|YhV^1;@& z%cC=}5{Knc|Fc~9K|jy$tSBYau1L4PKoPw9#Uoud?V-_-rU_1-lp_xsOYJB)l1ITJem;i zw?#^u4woL!lDKYh1S`bUfn&we56~vL&B3{lY7gYjdim1WDccmp-nT4Y93GW>7zg?j zEL}JEiJ6~sF2$q<`o5Iyfv-VSoe+HRT34^NYb#%Sq0J6ZLMRxXtU7IYT()!=mh|XG zKZe@0;2PYzZBd0xO~7t!pw`PH@c`RevvxNK@ql9?lTij#kf2uPW;FeSQ-+&}d6pXV z07Xp+CmY($7V3e+rn_=e&D^@hIz?dIP23%r)P*pog~5S02 zOt4X_Zgk2v{9;`myfXJWg61@ig#XDG(Zz4@t-;-r&=i_{KI+=8hPezWAlVoQCJwLj!{1ShGOVLXpE9d#SO? zl8Vc^+i_w#jMXP}Pdz#-gg>pn7(>1;UeEypL`^(VVxRx>`ot(Qtaw2SOjR7K6!^T5 zQcU1=v4tk^l@K)iQBz?I7*xj(iUWfpTYGXEo_%XkpVoawsHMj$^SR#?FQ|eEbvr+{ zTrZC04!otqXmpbOaaG}t^w`rp{HPL`M7J}sg{C-`CGe>Zqs)nUA&*#jNU?jxn1 zcAh%4I*f>8o+Jl_7w3O#-iy_V^=@My z{tp)a$1QIC?w$C5drw#VaZUrrnQ}m?9T!N|ZDEE-ka%PtICEX#%%RL%3c96hz^kjA z+)I>%&yXja0{;)16jI(TBI1BwCOD{>`Tp_lE}lDwiBLQ{ea-wuMDu>4vzqLVb+Tk{ zQ*g>LP($~aD+vrL4T7nu-QwTY7sc%!#Fg_0)}3)8w3r%7OD?Kw=Or~H^&Zz`fP0TE zA#Tcr{M(=AxeN^&YUYd}e`f7uuT+YBuI!L#ZsC7Q`Q}u$hT+=#HXp+{^(S;M*wNm; zzkC&$L1mqaY;oy3<04GoMSFAx#8rG3t040;D#GS6RmGiGX)L)c+2>Yvgp+qpK?`x| zNE_yY8K0(X$aq|WlbGp{kv*bEFESvx3$mOuf?L&UF*&hJ4l<}t>aCv~sD5RNaLO`@ z^GEYR4_gF5v*w0jDL1wkCE{IXP-Lc7)ybxn!<>dz)hUyu!d2L}g=;*hL$rqW1Xd!Z zW-l_O`xC3fb2ALK6q!K&5SF9@RZLycx~4NMHg_1MILtS9X#Y$L;J(c>zN?l0Ch3dt z+hz=JR&Na=PrZKc21GZmcdVbCrx`4raeoARr_$;Lm!vg~O`LO!b;$BCnUfSj;hMV(8;{VL$t(L7!}gIk43R;V}nLiMuy( za7#LH=b<>bKr1Ux%+0`?ePx14+x4(Z&*M%Rx>#3xHQ%RYY1$+T`TZmg^wDK#Ri`qY3?^GH{i0=gI?Dd;m z3!J?cXtnP%vaSLWNM)^!oN$5N=WQ2YnSI=;61vkN+$%b_F?kejR%JYDoMgOcoNJts zR}X&lTHI(#&zIH*)@EBkAUO>LQD3$tQ*@U~BN%3gUw+L;l&e&&q{pf>cKcWeG;B)x z8FF&0C3)h9;@&^gf}5^y=9z-mm-1R-kPqTw7l#tWL=qJgc2*Uc7`t;=SPmuOd%Sfx zhYW=ey9^5qS6A4C6k3IE4u~|YJ9G*jG`XVw@Ob>9Mk|YY3)n?@A1lawR2WRs$3?VXapvM}~L zuL^zK)YT_O!K>bz+G)A$+AVs-UxA=O^Z3nmyJq-Y5`b8LTL-Ot*9%00{aSe)3d1PvSO3pX(()0{ht zkJ1?!-XB{(vGWY9No(m5)$@QrE)NnH6fJ#SelBA-P9hs*89`Cey zwanYJoPNnXaT|6@vx^|cWtx9DurAT}EJ)Kjyy}Pjo-57`jp>bSjLe(;kvOZkgA20R z-XcCLA3-kh!ZHetUgR3RkQG((6UN_~N2#?0$U~?+Y2wKUc0|p=-4$stGr6E;63N&@ z#yxt`tN?@AO@5xP9?4_Qv=P@jLe~gFQW9pa>p}9 zVW!*XYSGJs{m-xNR4YS}S7}Ya5;=8<+rAkkGh0*nvr4}XWj=W07j6!)0v1LJ0F9qT z;1BqDZ@zrLoZtW^{frab(2$lYxw3hj^b1pV-`@+_ZftT`e(01o71%n54H#Lf?)`>v zQu7REoLF5RO*xc_1FhmD4l|E-CO2hg4MiJkY8y-h3y?*phtn(G+*uNF@xfX){S!AV z`@J9&x2FT-0~2}d&lPRXHa}KUBOCXNjuEdqT2Okc3=qWflI*Od*c3XX5$e4cwAziY ztEmkl^7s3FnB&E22btLVe$P*whhK2*wjdwY`@6a^+ekV>{(Q0;8F^0ZpV?83v=#Ty z+&JeIu0G20PbIZ zegr&fM``PYUO2p$;x79R?WeS1M4l=Z+^0AK}5-z~*$J}T=F7L8<<|_GK_Tg>8QN>r! zp1?UNQz>RJ06>U^-A}mDdR`8|+veU6c zHdp>yWK#wz4b-g+1?pB312rqTfP$8FKrzd?H-7=jfC84z;%Ht%i5VIVn#I>pQ`U*g zGR?|^1hIa}^F)vLIix9k)^*?9door+C^uiMe3_9gW#pmce{%iH{|`!R{>MvP0?K^0k^>e`X23gC958|U0G7`Uz$Q8fctFGx z5RR@~BRqLS4-5)ONd<060iqr-ak`UV0R$CZP~!zXUNGYY3m|G$rDi#)G?)`Fv7ShG z|B#u;7=PGjz5vB8&B5try=~PFm)VtK{nYkyxAb}pd$f9tdvtoLliYuCfMH2dExLPL zoIeNb>s3^CU7by{jaVCX{}k1fnaQiAvetQrWqU1m0`>Nib@a^$1Bj7Uwp)kGtRfdz zp(=ca*+Y~u!0qT>Z3=2UTS3`bWk{dW@$Kd|mod9Gsd}zyI;1FkMY*D1<+s)wNScWn zyn0B@3Pwigdb25y)5Ibk%P3@ZVhFuyzA>cAZL6d*3Kn|;jHmy zv;pOL|FB^7UjJ9EaV^l$Pzy9m#T_nKFdQ(O4rxhcfhgPv@)17W=b*{i>t_q(?P+4L zWK&2G>=_)|EIwJ}4@m26_9czQ^lQ5W4JYVvq`Lc7)bIV09qGEyl@I9aF-` ze7I~W_YsR~+KW+Phs-ytqSp@FAT8U&f+c(XJ6a$an4JgO??iVTW(zRQ`>>^^dCq#N zG$n*^t>4xvYrzs9XB=DlhWYgxJCudaDK-UUftYwMjtj3uc(1;U8x)E8Z(i3sc5g?r9U(wsoH>Up-(C z&@DAIt9fQGC%(C8C|#3%GhLVFfLit{c_ya%-ThqyK4=fL>6ytc-BO`uEKq8}rc(3F z_KCe*q;07#XQ`fISs{_h@ux?Xcl&P4r3?2>uNMW@?2X|nAMKA-S1>v5PXu~a_?MQa zg(n}2s@ltKYH?OmIe$KmF8!;P?3KpcKE-LptzeXAyi9A)uEOrl4zcmEs=+B@cGZ&u z;kS>R8;*0QPj}`p`$qPeC0!!wA3RekBvbP~06O%Vfby(WnPn-j)m!3C>-rPnvi_hi ziZ@JZKV)7l-q;e|SYY5xzL(GQLnr*>FaqijScpENn@b$t=kv7@h!Bc+2=T>sP+ zddHVrGPK>qcvRPmN>N_BdzNtC>57Zs<%!0g@^gd69?<=KE3Hi)C9&sMUR^(D>^`_T z)^2j{f|MNHC-=n3n4D`|bd{)TAia~Ui0kVoagArYZnq2@6l?Y>{DifU7Nh$U8-5Oc zIZD01@_bvI*E>B9_;h;Sr}vMB>CXi6uXhy88PE35P41s>oPd?jdwMEkCD@cqejLfP zo>wXdF^j2FiDQ|(H8nKuX4qy4+zaM;XQsJ-AoxdB?fL3>bvF;^V7m#cXENMZ)uX_1 zs8O6+AC&Jnq)2^Uf;zF=ELmb5-{u@|aQ1gPRhbUT@+W`fEVz@H1zy7z`0>yBpBWV; zPbuvRs`C^n9lqT^xawKeYwahjDd=39E_fj7%w{S$;Xrx6W+>3CCFmZi7#S$=+o)VT zVN1T;Pk%CcVgl`EgKqgmo#}QQ&HZRt&B;3tjd}OnvSCJ{MCJV6}7}ZNtw!)bn3}IdIo%v)39T%sN}c1vEyA@ufzJwU%$xnHWYM2e8_x$@DPL zqG?dAdv2>kfvq5sm8I&#ZEZjoy--J=GI7*J_RRWF#*PGqo*w*c3Fw-=Ismj$-1quE z-K}df+>GTAIc08M$kf^Tl^my7wB<8R>aSqXO)vxj%H)SN@WM(0z3k!O^18`q{_xP$ z&ZX*Ovdzh|yd0QTxHlZSx;glvOsOz$AmA1U@CaN?etLybUg_$pwE6B5jkC?_&zW@1^dNIsg zX!EMlXCcZLES$F^h>2}K)2R7Nn_e(z@QhdCct+6$>~sM$T)+|U&uOl%eHO|ZzbARS z&6Zn{qTK~pO!jHU!JFHf45`BjEO_37Nc`gl+4x!0E*^h$0l&w?sTXkZ1x40n_2(stfq*1?+qQGhDD0@a)kG*!u!zx?o?x zdlzu<1$_5{t$49-E&SXO7x4WH_65v$0mogy4=&hBc(%?348g-)ta#Y%0yh4ih9BZ5 z*}0e``eKrTi@7;2U}gN0eHU=u1q`}?Rq!yOHh$l27aM$fu@hB1{NMuay?}Wy*cY%Y z9zOCJUkQ2t;#1s+saV(Lf@YsD1Zw`tN4STtb{T&+9DlVQEfuUmxK40?kclK@N9wxA2i7Zo6c2QW zq=AH*Z-4}nKn-+ppa!}hPy>ArsDZu;)IcA^*FgU-!o@kvlL3b$3LMZDa5(kA!Tbqa z0sx>8dOe^<&Xf58jCmk+)k{3U2mo%cUt=3ChqTOJ0|5HF^Fe?f`3>hnKsbXC2WEk$ z$KT3oPPkDIou;60kvzNyFq~wizCBO8QLn^%`A~-P)2m<&p6v9*8+V$Z*ND^L3b@{co4D`Xcour+iwC^iVeqi!G5sNKIc%|3K}nyDc}`$gqal8!^7 z_ABv+lUqX}u02_86aFiKJhys%EhgMhG_@HgZ)2kNGQPa!dgNf1LrIsst0~N!T+ShE z@arlPy3;3Y^a_=or)d~xgf=iwXRZAwA*|A{hhsaD9}=vRaA@+6@_Mijrd4QiEL)mD z<0kHRxeNR{{CGEcQop_UP6`K&=&UK?(>_*|>3&4yoVBOPBz}-o2v#c&h0j z-k_{7@TC?)3duXlR5c}|=ien?G$=BBLbcRnJE)r;XTK|=VgpV`G7XEUd_4%!5)TC< zH2f9q$(1(m6(Qe@CZs^wD)iHB9D|xYatA0I2i%IpA9$uHZW0tBZ<%nDl#BnUiKsuI zK-!0(6?fH>kR>q<0&r82Q(l$w>I{2w*GyI&?CW(;StN0&9l7S_y<&0MeZx;8!#X(` z0M`mXZ{a|qZ{||Z5?+5jwfI@9I|*0GC=jDBk+77#oV|E|<^Ga+>^nDE z_m%7wb3Oj*;-Ut@3{dmayuEOEdc&*bcUG}B7h>_9e5}o%B8aI0s-VYTRh*!+y*s|^ zWSfw{w>t&tXwsH#!fPXjAUlvU$PJ_gT7Ks>zG0C3NY|cD@|-8YK;wM9s08|jP&X7E z-4_M_2Qy|Cc-?3Yh0{AOWu=>yy!FUGfV1W}g2iT&!4>y_)5>y}fK+<53&{kC!P*{s9o zEyEnAA4T-rlQBnofCcl|*2I!}=rraXbgrmUa~US&*;2ZRt9_MPjfPI{BQ{Q~y>PsZ zXS62g(dEJ6{F*DN9ioVcp?#E%U)*lSqS&KdXXl^;?_Wwg3?|kw<<;^?gN3^4qe7;}(!JXD#?Dbb0*KW%6n%Fk0WbW6(*ciAar%s+9@f>WNI!1ux*=oWX-;9>)%*z-|9y%){}i%-rpu)un!Fk7l$EEFd2+ zAFA}Nr+m!I%7EOVk`4YT9Au`Uuk4Gk0rY3F*JKFPhb8(JOTb8ANXJ+DeWc zs$UI0xji}F+Nw9wY>t_IH6AEEhc#Z@p}o*2$4#bz_6#E9jjZj98bC%xcgEK>*}p-z z^lX+p0?h#P)W+KpO8T7p=|&x5JODKoMKgf9l2Hh&t%23hho@KXfMr>-(|J+$T=>)zHl=u!J^YhyOq9y$4iOS+_1Kh+sev zRDvWG5y=XYqyUi&0s@jGi{zXNiYOwYk{U@OQAr{>ha!mNSR_eBE^;a;prD9v6>XpH z{{R2nbIu+2y*uu^XY5_G*Pd&xuou|lODL`D@Jn{PmSg15(;MXQ({hxEUIKHvf3i^u#xZ zc9PcoyGi20MpM+<3$#=|egTQb z|HEcoz1y3B-)A_P_rIHeJ=Fgfk7OLBlSIP)98`w{{AEC*TmES(k8ufd?FAT#xY6f% z1|smIbGu7~S5n}WvOswV2+ZLVT8vPdx_D`VfPX+z>1;sz+|EFpG zrZ|`NmgOI?-JjF^0(&Qlw{MCXDgV0fzfFUGkv|j-Ki-RQ^W${A@htx zc*SMBqT)i`?ZS=GH^KRzb#5jH&&z-=Vo>UzbmZMjUd9hbmxp(gXKZe!pqw0scEo&> z1r5Y?H?aGDTGyK=8hZs8CqlGV*n+;yOm{SHY(G(?Aj6&Pq_+yK#=Km2)<{y{d0; zxV@Rf*QNqs-P!g7eGqZSubkc+zt(9k20IrFWs7OCh$@V73JtkMT~W+ErksY%{2B*u zc#v11jJRwzs_U!L6f$3t7orIAk%dXbYBP{;tarADB5UJhZ9?yd%hr6C0e7gSK0;(= zxp!=rdZVNuop~Z}ltO(}buQZ}o!=xl73C3&NSIFYoc)4FQeH`JcFOa!`!F{CbWc?5 z1M6|RjH@mlWZeJ|eQ->e8j{}-#_T|i{4(yBhMZlAGc>*5+~aJ!^RX6Kt&4h>PCNn)Tmq`Jv|_{db|$+`GDOk-$Sp0P)1x@L>fI%fNv zDGwBFmOZeUX~?Z!TXh8!IKOiBmqY{h$+w7ce^goE)Brq*^L7%giVFWFx2#E8Ax25&BRn%?wARo(MhZ*~r}x(+O*NiSk?EVO*se!)t}|uQWp-t_L=tf zlG_*h%a27d7VKg38Jc_csnKqp+T*Ln0G0AxLx1>YUT^~7=D845D7_BUbC@1ySkPRx z<|pQ#8qXJHI!9DJb)FVaeEeKN&Tq)@3H6gcZ_b^+d4Gkg{&KmwvyM$ufnANZpkZ+w z&yv2W;M_<^1=J+BR|D#u2N+O_MSH2F1lJxx-29vrd)S0(q)$X!WNu*U@{L6gxk|Ezn&`n9&?_dfLrV+frj47&|kVU{U`$oTSg=wsEBgKcL;iER{y@sj2w6 z-J=K5FhTXIIEpN~d(VADw=mcXTYG1wVK|$rq_1%|vf|EU(G?)pV%F?)SXOO5L2=Zm zVY)ts_02~ySeLQKI%6){V=WYmo`NAD$;kP=g}&J4Ai}0h(X9QIX0MO?2 zQqCY^#MHOc9L<75e*U@7v*MQEtS1(i$GViBTdJr^w|d_azj>Du_k4$y~B$C94Bqn#07G6x+p(9_`A|w7DYMwI&J?9Axy@5Yt6F2ze4uuR zJ~_({tCQ(tuQCyZ?c%a)18aHNF}30lv3JD2&fmPxV&H7q7bGf!B&rN8r=Rb>lc+2R z-tpxZwKZviwy*K6A~t=k6+c3Bf6NS1mL4O^ULOV>w}RrmeQ#|i@asLmn+f8Do8GnV zGJI#ne;^Rk0gu6W$VD(dQAQ8`h8GN1ISrP|AOK7Cy#z~HJ_JkM2d@UZhBsBho8HEo zUB;Wy23^?tr83T=QCg@sxc8|$u=@G^&*Yws7LS;)?F5Lp+E?zvr z3kM*202B6F?2cbANM*07JtrqYDMfKzg0zl8>Jp9LQS#Y-5~*ZS8p2t>OADGRM5)*1 zzT(-sD*#`zouxcp!~40<|C@r4Pz`|2R6yg&0pR)DtLvb?q{MWT!=DfTq4obN1A4GS zVE_l6z=mePhFb7@0NmnrJn4#mh5ua!r}29b2Yc`Wd)PWfAPi_tr~K1IGY?6?Cdn@S zmPB`H;es9L96CjSt2j+SfSV#d+k$5`TM$Zkp^q1~c;Sr~AwXEgzRc#h{2SgoegM4V zp}A=K=hh9@DQ2}=HnUAGwg(Bu9aPr8Xe59VGe3?~S#p?4@2{u^J=c`h(P;B5mATcw zbo#MQ&%j$!b)FDsDPi+#;Bp6Fkk zlSU-GmSasWx8}D=8IU)_y$@SnlRL(`28yFC)k>$U5(NvYpkmDurPM9YtZ;+dB~%Es4JUhSxIklURj$Ld?VY zorV>M66c4j7)KS8+!rtNcu(Ua1B445#bLCoo+wIeiKBe>OxEK7P&r+A#Z}yWF+yYS zMUBwGTA?c*XDVh}*0f&F=A-$B6q2-K&ujiDrN??V=`LR8@P3}Ak{w(cP4JU` z`0#u$5bwJ|AF=h~WiE9I#i392M=L=~VFnMR6*J@(udo&AwY^n%^L=1v;^Mrk=|qU_ z__d63uEOl9``igPO}XXH>B|QNxu?;YcJ?sXco1eU#jB{8L5oUeOU@P8ih(-s5|9kc^5$o5AI0;uYl6 zJqT`7o>`5yKO-Yp1nW6ZxaAt2J`L*CmL+Bmb@AYo*8&O_e+uS68BY-K`9}a}-I8a1 zagqBNYneh4?l*xb^-eYJ&#-fyiWUZsHYq>Fbn7X^Dpo9Pej`8HInLh4+6GO9{PYbn zYcu%12}`rjW%3qXjq&i!H00UFs^#%)W7H7(qA=R88pKvne$PykHUDVBl8Mk5%dOHw zr7Y4F_S0|$h~{(wWmuGZc7w^Y?NXGjPZN1uD^n4Qw%Rv+XeYhkHj5vPQ|6rhIR)F* zgB%tPQQO%M`Mu7Xn#?^t35raFH!OlE3X?xiIuS&a$0IooS1rh1v7Ss?-f z-)0Q-(GdfhV-~;7+;aI)mWBLqkSev2N@PadGj{woel@I0oMHqTR$MYVARxKrHgs@F z0V8>*mHhL}{*6c@>vo>DpZjbX%V{-@?Mc&Sdj};0F#{>KhlLGnwOhySVROSr7PoJi zD_TmPjUBd1J9vtDpETN8Lz`-b6z4hTjw8$ixNcNgDq(b3Bh*m7bb>tOvHiaJ{&AeL zZVX}tdh<9c=wQC2_nN$iNU^}LXv?z8@~km%Ku-p_^c_}}|A6b_O~X#=@%b}Z24WG&ci9nH`linM91~ePG78Ybm+uLfvu#4cE^`&n--h)R`9HS8~GDDI^^YZk@Bz_ENG2`Qx zc)9cP@WM`YGl5kzTxCeu2rmUsB>#!z`z7ZGLi5ePPmZzLT)XSOa}G{SI_~|Wl)&FD zDc}D3c*mn5A*1!R%TO|!s{PkFr-{MD=$BJ#pYq-CV^$dOV?0UlW5)g5gU*9a(PJ8# zEea4X_|G4%1rrc**bKr0!#>+Les2=L_Q!(+6NncSdjkR#NkI@H%^p1nQvB-&a)KDo z0o3^Sk1dFaM0RHYUq7_vB*@%%-uW|tHzW}SKPfVw?{F1*B0skzAsRxom?NmY={-GpwranDT>d5H zQ8JN&Kg))&@8#e8K~bcKl*d1if&{{M2@fSGzLLLv=y{i@?evXq+emTobL2EmE8KY*LP~PYhzbxh7&T-UWE1N4Zw@hC}aD znCIpfgZCb6OBG+|p9juQd(7c)r}Sy7bSDV=fD?Oj$_xIaqbi4d@)#M*wZS=<=deqJ z=jP2C8=6fWfi$Drea^ef4T2pnJjO2}T2ZziTaz#?tM{Cf5XRpRmD=;cIWI zhMiO1sjj%<$U;-@CO)f5=F1?j%YvQ#g(G#^76%Wv^gbc0g`?&?><#wJLi9>0tD^h{ zmx~2ByiL;V0dRT(@Tpol8sk!};u)8Q^Zqn)r!#LkZLw?G1yH4h(e)E~gj@w2QJ5A} zHm3$f*lb_>;WtW-PPEp$$jKQor8LswNTW0&j(ZSvE}L&>-D2=ZZ_ZAuzvE& z`=~FP$5uG$jg#Ztw48M7hFqwu6XXMm0yu6PvlR;2V_9l;z_*_(Aa{n7<55%eD%xplUL$l5{Ls&+rdesWWdfo(WS^4o5n4TcahlZdOW7rJqK zaG$JulHv3C+wFtgW1NdPi`EmL%#2@&JHvlX+(EjVB1RSe@N`2SB+52#F1QDG;R-lW z((?^S@7YQn15F8p0^S(0v>&2916&R_>gp~BA5XH2y)UF0s> z)RKz3;-iR78X0pDbpAE}9F7fTx)cUoiqNqxEgP`0U-dZ~r(Xs8O^fkGyT6UWwC#?X zg$VITs2|kC2!_#Kb7?Q?cRCe)x|{yxoX$6n=9JZ4OL3n=wFbEUdnv9YVHLj4zQ@iD zpO^>e3+CRM#(W%srL0!3iH)rusQw z#y0WNwx^5}ro49WP-HHublJk~hFG4#de|{W{Y^qC?NsTJkXEg!Iv;OyG_JMdvCOKR zs)$;Dmz9<5t8&r(12K5-5o2sC{7^J`W}>s@ZKY~xqiVMWG-L%H{sEBo)Y836BCz)M zmkz$Isv^{8p0u4<-cMPpQhRF+i-;r-h?vhno&n<#!@!IZk7Gy79<|Hv8Y;1KCU)hh z_Zf0vc{ZMhI$&9`x+=aTp}45A!zP`sd7?{+jI2-?Y2Shr6gnzf6${db_Le8umO9%M zJKNlM4z52KW%SO*(xF!AAT=wSwIIDGcI1qC@rAC1COi9D`UIqX)y^{38@B>YkG`5> z+PHuvPTeu=aBR%3Qu$o#$e`AF@OH0^y(8T3cV( zH2btyVXm~4?nm|9>_XAu8@=@IeU>X>wUq(VZf+G>=+XhCv_&mbHPR5VVNb*7G$Y1t+G9t=Vf<+Rc)!bQC;Uz$lHAO<2C6rrzgIcpc+VT1W2bTm zJD#$h*xxrtJU+rb*1DCcq?41HH8Y`rWkClfu2OG(ajy2A%X3z<<#+0=R9L-*^W4$C zT%1!B>`MFSSgdFeaq#f-{$pDgCvz?NkXzzcmdLqmNtY@84aJaXR*dr6+FY-N2~A$0 zfl{{==2PZ2+Q@@8aEC@y&{k8hF1qaAT{7EF=`pTSY*o68nt!eP!BJdg=;}Sje*2?| zk#8~xO@7bPZ=J`3wi^2}2l`dM7753_wOzaWIqR(J;_4~~JLX1l9#tzB+@d_PSC)l# zGZ=p*nMVRn8B>0pOB5%6AvmlRz0$?~3VBki7&_}$*KyqA6ak~AEn83f*6n z1m4Yc;s^K!y#-eEIY93&8%7VRIS4T~+{h!P*i@4Isnj&-9z$k?cQa+Whfs z2{LRlK!(k~A=^JPY>2_>kb={p1*gLYPRAS^AL2RejhN?v`B|^>d&zfO2*6Ppk$_Ws z#ptlEa>3_&ojBK7LcH=UUU?I*3Jhu#l~M*MF) zVLa=%CQ3=bb(ZoQKKk(t09qFS(4qoB3rtJ+3;?ZS0JJOs&~gBs->-rWEuhrz-!z1q6*MwJu5EK-dXSO`^|wc$x2(z$l?&5^Fxs*+{{XL zsU*WDEjx`ftz%-gR?Hwq`}mW(W!KK!CcJ`^hJvL|zD(HQqP&&Aps7*zj zUfYJ8bNMnf;mNL;kdMU0gLgZM<>B$6S8uJe;{H6yUJ<;nSV1K2CJfOh7gwC1AqB6fV0+ysuEmsBG<2FuRY*0l@N$Pcz6(}-5qUEr0~t=UxQM;u z%og@EF}xwyyS*GTwp*MI((&g#D%snlm;3ltxt}HFz5`xk`k-#^*)M_b8QDGV?2Kt$ zYd0IC_|WU259$PbZIEFRU@z#TL~{NTygX)$`#M{l*$76at}flISE~Ew%^F%t-rFl# zvbxn!!&UF?rL3I1fl`m?x>!>O8QOSNV)Mv4+CQ4x)m3{2j3A{d)+$Ac&*^@Z8ynu^ z&E1m?jkHY?B{LmFigC~S8ieoIay}5V?y^fUX;6%E-W?>zp{;Dc!D2YPVyxYr+2(Wi zMY8V)mbhjY9~8}I(-lKCj~QTFvWfb#!ReUY@N%0#wvEWoSl<4%*>B?GXpi)t8qc&c zYd=*zW-3$THkmOEt_luU*9mOjh#vU(sp4w%c9le)p=GwdrMm{>m4vJ%PLraxA#GYZ zj+oE0KE>-=8Rb6=^w~?YB6B~$6_!pSHx-6L71P|J^repID0FF^IWBzLzLF0mD7kwj zW)pgd(m!?|6d&IXb2}`mJklAL(l?8DjHSq0uKl@f7#pWKmmXD-2~W&iF8H}UwB%uP zh^4WPML)Z4br^QeI!0eJ>%F!UJEPjTT?12bML zI&_C*K{u5$>jSQT2s?0VMWb1-`HgC3;?;~wZ0+6R<1x@v0X0cMzs zcrp4axOGBq!5J!boDv%Z6O=2wn#%qy+q()oOE&V5vk6vF+)>imCyBnJ?3`O%^{Dtr0Vi?h^ySbCF zs+&ge+BcdpjXLyYTAb7}^~x7#eKAjl+KT2uUD;Zn8^LQl3=wNb&~y6J>uVQ!GCI$* z01A`WQC7tD!AgkT`yfLyTYP?zf#Lk&JijqqSjF>o4(%ygC-{h zXQpln?OueHp9N~hTz6E?4RUH}O{c%9xnKED0BZ+(+m?E1hjluP0|ouT8;Bm!aV)T| ztFs4c$NDg!0K51@@mIS))mPEs_x{z~|G1N1Oa7mxzIL+j0Q|w;IyqS3lY>2fqV_vc zPvXxTSB5|DJudvgdY`B#@al>aHRexs>WTVyYr;P#Nj;h5_qi$mT=K=qk~$|#QvK)D zA%lOil0v&7{tV#923W~SLBLAZ*#lP6e*&GN>;N_01xr!2mjzT{?BlE{~;^*e~$r3=RW5H7|7jI1S|`ns_6IAM3EqC=MI3R zPhQdEiN@>Q)T5v?pMbEgkb3kl0{=F@Pi$J4DhGpo?X>MySCTPY0=e0av(Go%Fy0HM{eY6fX|w5ivHo;^@b zgDAoxE#|pKN))YEh(~Qvlq2k)bN)f}ZfjPKzZc`!%YGcU$uy)3Qkn&(2M1ULI0|&$ zbt>3sKJTN9iykU&NKZqTY*kZvKigu9vKZugmXKBgum~HBaih8_3Kmdzd=ck5IH%7iNh_9TGVJiN_fcms?HYgpFO(D%O>yT?`UVo0JXQv$DhN z;n|S0o}K7IHiP9cHzd2s^E9N*Y~huAYL%*LWlFux54)Rg^9hzY+8({Q-Z*^UV18t+ zd_-7c(Xire=Q#yS=h)K%=)erjwoV&!Oy(BDRoK%RQJ%-EDk{>|tAP21j_rrO-_@z~ zq1xzclj~ZR>!Mudtn1*t!iV7SDW#s0K7X*nGxBkJ({(@vJWHEY@?+6WQ``A5P0R3& zgPF#+h0%pG{>$5wdNm-74pf5TT~$*KKkQ6)jHQgQoSj1iB^d%2b>?ejP}S%Gdyne7 zPz9GFDZ%Q<_U?`^_Eg^L3guoG-AfcoKjyvW5 z6_F{q^+7#w?=h#8_qEGk#Qe_oC=yb5$hSx!l;biomfpe`?&UGhxi(aVejKFGg$<}C zQNR9*xWH=}1uJiZ=$SHdpTw}5vd_kDV`=4F!onKYOsY2LqlPTSk&||AS6rjU-sEk- zrd!Esna-`UpMusRB zk0!jUY#Y{qG8>uBSu8qo@o6ZMK6~Cx=^q{YEz$&IM^w#F7n7ETaORUY7j}-dR-5~D z@=MR+#1W2EbL#O_6ly_$lA?eI44FQ%Q@A9$A@nTmSo zU=#MT99>0=D;b~Zljr0HY7RxCN5hCgssJP^FZGhx1DFmhKMIjDfH4N;h&eRKa~3ChqzuFCr0 zLyT=Tn^$XE+3sxWSa4J*Ge)G(V&9tkwxnhkCSW`9wq@RS;*jMcsGrmS!Op66<<`b* zcM9&6J|=FMML0@dxnb;DJ-D+Xq+%p>H_ueh7^~NwQ~`QA8G62>^CzT!cH)5CSdQvh zC|{5D7-Qm9Hpj{`e4cWW{mgQQ$9bH^cJBbWit<8^nUI56aUXwg^M%p2>Gbmg#}DarQWov9S}exd&FPtd=e7O$2h zU)ds)aOe}cQui4B8xhapo7>upf>L$zwV%(+>|NAY??Er5q*zI6+&cA={o{h*(>h7e zLj`)8CBkmqCp#_b)Gc(dDJOx-M=+lbsTU0+x=*$V!61aHHs!=o`CZKW!S%vnGkjzy zh!aA{Yg0}XmEXy{8C=gF*1$*B2f=g+K{n+?Q28Cq%fa>c!czIj>LE^DLI)T*VN`xQ zGb*^AE9^BNSrG)&DO81#6GY{=F(ZTP*}`7%k)=SKI)%J2a{Q?LR_4CodX_LLKC%c1 zrb7sVk>f+3^%uil^OEsFFs(vW>vF89{2$D5!S(0DUhtAJL!4TLyw>GdQ2BMt z5yACm!lZb~E<-RaLXdSiW>o%n=Ahtug0Ne>WTzocEkXxqxf`hbT4w*?`omBnUb0OQ zOtVlGT8;^oU&HJfT#u_6D0iA=8aV6S zxJTB!|NbiDo1LrHkb|{lomm8Ltyud(5A`xc>?aQ>Q8^oi(Vhug(?*3YX-|jEX-|bs zYfpxaYfprYXpe^ta7{=(E2xyT{G*Cx>QzuaviJS}R4L2<=^B{-_YDLkDj@?{P`@$_ zUo+GcU(#|2ufmtKG{vhlfNDN)U-harC~4XJ0aWuu@Zc+14s7AeS;FzARa4!ZR*;==3#wJhynzAF8M^eqjKXUvMd>ON4E%kda< zK(CfbE&o8T``9%_%~pJFdwck{t6}I(bnm7<&jvgO)7HsFy$u)Y@^8jA6dP@YP~Sf& znbTcX)$L0wnK$Wk%DejJeMq5C%rTj`ePE2oeQw#5lVXyvRVS>Y@IGerBQ|G)J>+np z+@-A-AIj;p?ke(oWMxQirY1?x()AJch*v8&zh{5_scVuGSkq~mb@|5$aM~s+TeL56 zE{28>M<>!_$i!S{`ug_C(Jye&k->yxExRy?UK%Q?i|(dGQl&-_k>gp*$5E zmhDuraPTmS8p#svDRUc zn%nwD%yOc-jUjmza!9CA;9XJJn>L3_v3WTDf3&@A=nPo7x&(x2p;fln6sXLgvesiHzY2K((NXm&%OGT z!z_m;?fJ^HsmxbNv3-F@D_)_G`!T*wJKXPbmxX%QUPJvGBIuPxMUD^l-4aq>MqhoS zt&`KCtMsGz>ZD|nDaUJX`e6z$h_bW8C;vYB__@jZBxyR*;^Krsr{i15$b?7|70$R) z8$Q<37}?yB>Gv)Vx9;NdDsLs|a&n9gD$(;*>HciuQ&?)*)`7Gi3KyXihmWUQRbVbqw_1StOy6pv&UVWLPe7u zulO!JIHPIV1Hb>S6MAGarb0x{?e*OEIBnfg@a?2|?nZflvjO#zd|eMw-sMqdp)62n z)@Ak-^PR+C$Gh*sq75YqHVQ{&;iKLLg02`=PwHasulh|5RqW||6x#H1UD}l?u6)L0 zk1Yf*cLlX13?oEWvPcl=8#W_@)aMhGR?XCr!(PI)Aq#>j8!a4RRhSlQrqy&8Kg2d(2~-Y|<|L)0oi&&H3Om9fIi^+ZXy-#B_oh!WaKUw1j8dqc-p(%H&lmiAc*B@M+PjN*Fz#Zep$~%V_ zr%P0*uRKT1Ug-SI2hn?`1>q>`rYH6;*e+K_P%A|jkrMZ=r%S4nJ-2)JLj6K5P0OH5 zFnaOhBkQ>gEy*hsH5SveH)`8Y$CMO98f1>osP3$}jV%l`EMR*ru)RZEe(u{sef7AN zDHm*awE?Cj#=WWmS=1f2j^@8rxtit-P1v4&i=j;7+1POEUT8wXjhu;x2D!R=`rCG4 z{!sgtLBYv;5<87PTxM>nn9d{SZ1dP#3 zu6qxvq61Isuxi04cY-^=sr}q9@EPyBF;hBPEbc#4T^nbJe!A40xyGs^D{M@e2)~eP z_i}>zN6X6iUGkJ8v1%lC>fzX0mz|q=8GJP#UW6Qj4*j}^SJzgcZcsRq3@%bRW*hkH zW*A!wwR3CU31+LQKlUnHW}Fh5_7u}tS$F;tHJk>h+qSjd<6)66$l0D%jD;E5?e8(h zdx;u9cM5}Rw)4lg^4(LA$njNMG`5tnG~Ue zV{G@9*yU%TagN3qs~hcaxe%@H`ls2w8JF|91_%Nbk4W+c z#ntL1UoJ}}&c8hUwTBJ(od165P z_TMk+?tkYhar?}Z{Fm!9&%b{y&k%Z_`*mFaxky~V2NH&F2oX0)=+7iJl4+lZ1Tn5(ai^dIeJJk+-D>&r@D=@g=9Xl@ zUrJMaw#_UuRLOPB5jUB~Mle&+;^b{*hPF9PJI z*?$}S%X64y2Zxje$`0jDgDOMkLD?a8PU)E}2kl&CkH+(Nj$`k2s(pj1w2?3|v1_xYKFC3(PfV-QtEtc@$V}UQO{)tf z@)Pb0o7I9W%jiV<{#4w8O-7fz?0GAZl8_Mv+t1ik0n<`}5^7*})4QEbNAwmv_(6Ln zpK0lxBI#JJHcqyp)Q%6lifx>hGZ8Xk@`fL3;v-iex8nRCgh|dP|Gcx`AKOc&AaZ9l z`COFip2M|>hc^6y*>>dn8Cz^ZsRJ6+ql=cqLUg*_$YvG0i{uV+pSi1&1S$)&q*Ieh-{-ZDk}1fr(c z8(v6BP^!P$>bLQP);(JPV0(YB)dS`h7BN#&zVAp%P3vMu$GRrCx9vDi;7R|zOjADi z=u{h;n(Q$d>G@H+E|Gjjf(hzN6Zc0Gl^{$P!*)ICBD_NDnv;gdY#EtyyL1yBUy|Ht z%}mu9uN`Cb3%o;;vo%?LsfyapexBj%z+IJVcBkjJkHTsv_EgWM9Kl=`#)uKRi4I0i zM%@Zk$1~O$KVfg<16yEk?E>c+9LUz~%E#Q6EvB<2bYvq^F4)hxKF|>2xjdinqAJ3s zAh{@v7kB7Yb9bDyDXz|)kH-E@+VO9o4tG&-pPc~X>DhbTjRak4!iuw;QAJO?)NoZ9 z5ZyL~fT*_V{&_Z6*xZKWWu=LPqAOi$LW(dmmq%?a7$zc=$4 z70pd-v>tXyiSzX!9&hpSS*(&hgZmGxC6|a;tcK2y{H)GA)Q0Ddt7O+cUTLSbta+L~ zEH6v`=f4?j^2%Po?BNfLk1?#)u-fqIc;0!mRzR45&0+S?QoU_7h)+a}JPI19pLQO; zAZgZqso71@cYH|LjapCtF5JjP0{v>>Oi6p3=Cnt)RI@*BF`{Wr?A^f17Y32}`C-&I zrfpbiPe}bjld%ixZdFgD$`7mCo!_cDmb^0QrBnE_MZT)DuFjOA_NsY(yM*?<12HO3 zYf`itvt(-&aHSJh9-)~Y5Q};H_<986cI!4W1}*Ln4TZr<3%(}whayTB+;P!D&)ltk z3Vhj+xOz2IhHjfXj7=p$J!#qPqQ}^suo(M1RKQi#EOI$NrfOBUWT87|d<5&GbBvme zn{&@>g737erZJ$0W#B)F&_}a+dzCP8=zjFZUi7)ZV`R{>OFmRuy0mBEwPm8%II^rk zJ~zprxUVi-V=U3~(KBO@z1`s&X=SJR#YV>mLkmwmJvG;Vp4)^uG#^&6Aq88flwu@z zwh9x-hZ8eKkzZXg4djw@BQ=d=>eoFyRFz4r5d`Cjr>jIsS{CVzR)rrb@5^Aercc`6 zN1R`l%%2+02(w2JKt}|jpQuF=PG^gfXnT_7n~|k(e?uBp14!DH|C6+=Eaz?YF(>UV zdTUnv;UJW%cuanTe9IDH0XJVM?mBSs!S1*z=wEG&7$`+9?1dVrG{FwtgRor7w{{vj zX)^rfvnmk|EzlDmic zQ)R=Lpk$=UV=D)Vu1%lXi5-`1l@RIaMsW69SMOJMe0*( z02(#$0hjH#F_aP_|x|Ksz(pO`*4F*k5xqxcg$QGgIlw+&F0G5~~VQiBjpeGsDQ zR)AN45KU?jqUmi23I{pj6(B@&LJNdw)>ME(m;2YiEIZNwQ=+rLToW+>Q`Y1GOzCY1 zLNs+(`^xXGh zY^N@X7?H4T>tqwm(93pWu((iy#}qkf)DbDmo7*|4k2!Pm@TqRtqOFgo5b+3VxJLBa zPlJACE0U6g5gFUG(kF3ST)i>m-n)*={75~-xW`%oV%%vVr-12PF z$!GjQQ`SsXTZn9ndlXHWUysh_FGv;1Emgcy2)Ou8!vc}%-;l4r?(TR(LU2+d207BDlMKm;PB5_-zD1p+P!=yF~U~AN#=!(vk;jdCbu9mH|ampyPM&R9hYQH?RsstC#-b4 zbK8o>NU}wI_6~1rRIh4Hl9H|8?U=ty!`MFR(VnIN_pVB4w!qMIO8C_|i&81B`@dEd zo_6Y*?iUslQPgnVx1}qI8hNxTzq(LY?yH~&=5 zj>1wTzsusaVz;7)41I+2);#;S z!fUm*&!lCtS}d;8=G;utc!AJJ9hu!VLTK0Wy@1M}UxdTCf_x1>9%mSu0={^MW@yoRhV((!%Iua7B$iElMC zgHcjl$y;C+r#{aoSmBHLt`f6jf9+`hR)Kx^gi00lyBKGst=m+Nd&b?1fe$m72+{3x zRy8`8W0H8aJEXtyq zUob!_t*!J3y41Go5+EJu8uh61OL7X^d3Fs(te|dX%R2RF;D^Z`?{bJph<(u4rxyne z&k%WJ;2aXeVt72ppLaWO!`|MFR}}iFfAAJQJda0VGG5 zu|BL~+k~fEarsj2Ay{@sqL^-_TZ{Y>q*_S1`BTD7 z4^dH^uv ziDNPdyOglL6In0ALyc|^$_QZ`b9!edEmhQG+Pqj47s3sDz#7u0V-&B<-ebG9AmCxq zd`39eVsYGQFKBv)?de!pZ^5@Kb9Ur|tJd~A+e?~lmNnHPxX`}%mc`)P8JAPtkacjr z*fI-|grS^vJ>~e{`bIwVjTG9^>bMc+lbv(=L~hL|-WizqHZNoIJv2jSRUi~m|CY(7hkYWBvx& zn$1U=R(sEW@Gikre?S|KqmDc6kK@LU%64ONOm}#mSa&tK`d6XSa~;Q+(D`SAm$B}F zTt<3s%_24gs7m2+;|nx{)f;5G-^=Yn+=d97T+OQn`L5*Ap%_YEI*w5r9y?z2XCG}B z&VC^gBSCFLP=B4Y^ri6=P2b6DsdZF$Nk@z>&=5Q3pCJvb^k_EnM%sF{m{Z~FneJCA>{Gx+g@;2<9RfrCiLAE7#a6Kwc{ zxPmtW)tRX7mM9~-Gj?#ag!XpdsqO~Rn_l?X7+QFy_eWL?zosb=Mvgmf56cdGd@ibMP?YWs%$~&hxigJ`24fJgd_ zgkyH(gk3k~GPwblh9?`l023($Sjb5{1Nnc1BKZnPOkxAORRdry4ZMN^0CbVyHSPdV z_vAguT>AgY;3e3@!6|~Ybr43`1Hvd@fiTKO5Jm}@$mA=+4^dHo!wl`KS__=>4?&MtG|B z7%ouDF>uJ{W-jhZR#`E-38iS(r`Bj`HlEnCHFSIKU5tl<8Cb8<4Ar<$w=wKqPa@)x zWUViUpvF6yC+5PgO{^&cq-#Re$a2Z8l$?GltG<0LJeWvYCBN{K;V#)iMymoUSN^qb zxX&>kn*JF%kB-*?$+$~Rh@DWctxZ;`I`XTMLd+9SHBSh#tRQD3l{I1{mFG~Hx01Xy zU3K1dDZ5`-C4p@*RBl9n zW}fU8NjcHSwy9HH{!?uPQ>UzX2VAJfDp=wLQdxGyR^|4;IY6KFHZ9U3N*rsN`q(mT zjSydy#0eM~#`-0xNj`MhKMiGlvbHWw_;V@qnu~pPNS{cKE&I~u<&X3}7+(Qk|Z|BG3h^EFfE;1K!scsF#$(q}dt)J?!X&0}iH^MAD zW=v>J;fp#AX>~5$o*BPIy5>D{*FUBilCxTu!siYnWqetOG)^q7&ljx4n*DyuV$Ec+ zw?&M0c6Kw2JtLUb(`ucLkEb>R&L{(NvtdqhVdGL=$`yzL5M2bQ?|cXqw63)Y>D1Bw z=&>*PuON>08k<_BFuc4}a5cB>YKR@83aq#}E@ zt;VA?AgDOc7e2tJG~l5~s~l6JW|ko@A9HkKJl->P+%=z87h8__OPmtd2*gDtJ;Yxl zrF3$>s;MeL|Y@^LIA59le853I;WY@l+=? zpM~yY7|+f7IXx2O5#nLx`B`dq`d~xc3vr0IvmFd_;kGZ$19)lU$7Z@(nGwT1zB3H@ z+zJM!_nmdRh9T~+j;HJb=IkUmTtrj*WY$H5k;$rz-p@`s6{&MPwI5wn^WwSV-)CmWQclO=(>gk~e{6MW|mPwg(E1xs5{3D$T>6Ys7!tuB# z8fFCPQ5;T;TY7pUzOL&7@6*JR1vUj>($xjq+@PMd4f%$UigC+Y{(M8);lj(M{Np{r zawG>7u;?7N{{>OBFyNhBAdvJH`Yz-XD<(<6bz+NI+RJ~y!+J2fVzq(}!>%#NKlfYB8#d}3$e_TCrjd57g?GRDMZGd8CIL~6}3;;NXS~FUa7!j~aM0diXNw`9S&B}YmP@0 z*CT?fjxSwmd}08*5U7u**-l~ft0N14wVA_*9OofUG})1}C5I2((w;OGCBKx%HS?Yr ze&?to_m^YaRLWDfGo=ava|-sau6WPY#g!# zAUXN}mIEG`LkrLmA_iMF-T+%Ra)K=z^}v>m<+v>y--9h1v3U5H5CAT3fGr#ALC*V8 zJqS{+LN9}z8KGBkh5~1(afTjeZsFnOwnh1^9x*3RF`tv)qrBtG(S4+Uy|BxCQ@{lo z*47+sxV_tCnK!Ud=V0`(tSt@Cum`(8Ao4YFvuabk0GIYQtQ79K1R`a-a(zOZBFYX# z_jVd~2j7*^M>T9J)K8raK;S1)k(A1T@!anh25;?U=wPdUI zZ5!@(3~%E?$D@x)FdkyQqT$`?#nl``#R`IaOt=2ok?k$3K`}VuV@+GN zNVwvM!<*Yz_qJijhsimFGZN~1|BzDh$2OssrL zPIQ*RyO(DxWa2rcNy22SbejpP+)G6wq(74aLE>*1}umagh=}M*sMOp#dp0RCQOEJ{Q)9O_W8o ztuzcDd9Lg>r;$~rc|mUbxFtGKX4YJb1OIbW6$Ne#mXF+;7WU~p;O&7b?0)qiGSYre zH{(g1SP9JHZ)AQFWGMYuybGU7YlAo;N-AUeuofXEWLP|}Q_oK!rn8Q>S%XRHxu2S* z=VdBTviC^~xj^KuCfQvQ^=kY=25}G9sM*3awPLYinrWyqgqy1U2GgZxA;wx-rp?x$ zwfA@I!|HxD!S;hi;>3ECQ{k!QX+Kee9tku>>eqz9=HKRsDqR8lr35Y`EWf2&+JVPV zWF5p?OQ5r2sj8+*TR?lb`=cvrtmaFvJxjEOW&khjs3ut{*3~u1VUnZPNOVHp;!b^5 z*IDT>-(z$6R2ZPH!4Sg`^;f@hK-!yw}CWXdG6yZclUc>>J)Gs8%;>piC;L zP1kUqfCAj(DX3Celdf<0JRx1sr_9Y^D?mxCjwR^4YZmQ_lE4FDxggKawcgDhBh*1c zA+CZd1i@pH&-r=ZD72hb-jAEApWhOpFMK_1G?``UicALA=NTr8i5rcMXeRgZxVs^KKR_!G=e{Rrknk7FW{dj^qVG%=i8+~>gCJF39&F+w8-VZI$E?#li!|pcjNll)Vn#2ri2*R+19LCQRBh3B+tjFxF2?2-l=9 z(ogFz%{~;O%ho?enAP*gpev-w7{zJ?MkTWtjl91!0-aAK2TH?9t{U{22qhvZi5PZ9 z{pP4`F%rdicJP=NIB1h2Cqs$|v>3g_$YU zMVXLp)J1Gv*M;XJC+H&r@cbPqCAncwKeD5j`1u!L@3x@`C3zP|imL!h1kg=b=5Q<10F)()&|iM+#{Bya79F zUj`aGw4lzBe{Ys8sv@O`!Mqfw4LS1TcWuba(3t8+K98o&xUMkvx`UY#>=`cMZJ&dB zkYtiA*LGc)JCEUV_CNG%0235X-h4p$Hd4>?4Nh=J5tKT{0l^&su-7(_5|RW`LP207 zZ&DBfqysubLcqa!Ij;O6Zu4!RHuTpgH|YC2r_Ck~%>D^(ai71y?Z5ey1pPzp7l7~& z`5)&EFdt4ZAAOtv5Ktxp@1T(}G_(1MBbgNfQL z6N9oxN)Yno2Fgp2!4+!EoVbM4OgGStlqUU548wB`Vd&M_^Q)e@t8#bc+(+pvzdB~eIM>;})a-<{VHO>U$%p05m1&)rmjC3)`Nb8(38&3kXH-|%e2=_0Xh(@h^6fAm3 zt9k&=?jEC#8Z^vio${zC!V-v&hmOnHv6r}?IG^_MTXU4l!O>&~vT=JWuuP7|O6G@S ztEp3-baWXD(I3?1mDq%!%oYudn((dzkBX7ZKNFR(!HQ}F_o9_p37a9q%(}{AK3}a8 zUP$z0>cWQ)3i1)`W8Ft}X+Ax2>qzLVv+b`e9HV;`B=LKttt)BPloyqJg0jufqM)cx z)dxO#sLHBx*3crv=VWi2Pj6)uOmQ8+yf|mtwlq}f!DQRiYe+_d7kg|?U*@((+8vWI|k>o2AY^J zKkILrbhi>7j~b7ku;LBR`m+82&fvBCL6B=H*^x+(eBm{%q`ny)rNq(F#XpZX1Nq|N zjuMn+LAO1cSM~^PwCnaF1S(Z)h1>ZAezx$34JQ?UhLW4|5x2^wp=J5YB>BrsTx!ss zqQZ`Z0<4XD!zbo6HUts(Yy*BB^N8=m0G)>Q|9nSe_xnM3pQ`d%eb@!h-c^~c$|+?F zri~yS-;?eEbf*7Ry=%%6af8%-u%sh*9Vcgmv{Vt~(Naz5n<@Wxe@Xx8nq&%{NWXTP zBKNCZu9TOh9ZssOYEcZ6h7pK_7HR?yLXAU0H&HyYcRRSeISzp}lo;H-ywkOlCYn@^ z@FaQN_Q->p(1I;~apB%w3n8ISYP#gH+`BrXhWBT=;(~Ac%>!#~iP=s^Y!0>=YLwRa ziWXL)?0p0m{czQnqIl>gzkf+!gI}mXb@8>&^>+^<)EzqPRP95Z^rI(ICvPlPuvSV} zbK(kSS30vAva`-}d}PXNd+*yOOF2>*XI;)Mo5dR2|6@c!6f(!%mf+B4=iodgw;Ro; z3=G`!2G4Z;vRIDcbH*i`T`RNoDV^Hq+N9bo zlsuV@)5B2IB{HJdYxVl;eciroQ%ou~uknQ{H7~(Ub`xra)C!Ac(8ksF-(_kGp%!jQ zbcSDPzn8J-$G*stbBleE6kp&byJ~*3minjtMax+#JNz{22eG$+(HoT!ic?eS>o#`b z6*TJMOA{NgP3z+ue<1UP!>lm6T5U=G3rA7+vX+Vq2Wt(*^Hde-xPb+C7qheW3 zl)&*?t8%OQd(G8S`yctV_oHO4nF&xoXf`r04_r(Pedr7Snb@9CL)~xxrcA$iyt~N^ zxr6k#@>NFKdJifyeT(4?6OUI8$W^=>J1=MPRc`lw!;)!3SKG4t7kSgv;js&{7L`-e zLL{e&{L9!iLrRz9PbPhl1UENNy|dQPc5Ve1pLjjq6O=m@|4*)o`Hz2zGk(3?#p>3?&y%)%ZlWn{j==Uj zZ^%tt=NnunD;}==m83JvVXC(*ZzFPaO30#6eF_9Q5?W zK~GN{^z_6*&+6eQzv}%cKhG$9)^YkYaGm)O_iI zERpE9VrPknf`b$Hk?GLvE857FNB&j9kp%2b(6U`?$YgQN?10L%7qin-(-q0rkis0=+U?b z${nI379x8M&E?{TN=b=)N^h?RYi-Y~H~s3C6X9x{CjH5zx(yf>99`sgW*pa|(?vOhH+ z&-{HJHFrvDF`p|xsu(p1pC=bQX!CY@KGTkv7{>C1`rjP_pxV1A>%o=zN)Y$W`UE|7 zNpt5Yw=(d-l^pE<?DlCWA^GF`JpRKj&))=Bit-e?XVWV+sGtCXu& z?66a_k8+}oo=Bd&SP&|Sdj77#1Wqps6Kjstx0d}Qqm7yy*a&fr`^CMfYWz_UO0eO7 zhC1Spl&9vmOuX1VknBkV_w29FQM5=(7=#r*s3uNS_9px^A-eA)=`s*8U6xg;rk^dA zqe#u!VJ!CGvs=vY_=~uEaf@yB_w^X64(mql3}et-zA_e+^$lNUg$q-8X3o%g0~ROI z6zK`A)_pph&?UE#hX#!9OQVKETUYBtRr@a0g{p3M#IIXKZdwk~>-j35T6pl87ihGaFtB15$IvU88EYpLm&Oj@`XZ8`sV;gu+0Xi+1I zF!(!%bvoZ2Xu!H=%F2EDGQ7D!_CB>1r$IY6tm<=>Sn>d(xNuQr$>1dOhVQ{Z-GmN0 ziuvkda#=4FZgZ|38!-&8?9LUx0arvFqrcqP*zLbLte51=_^ejJqOh%a4y#jo>8;~n zLz-%w{;K4r8f`021~-H-_2ltQmTeDTigRgwI&ofdVAq|#K51xW-_VnF&sXvLqLNC) zP|03X{by+VOvRlqak3LO(0z<+oaXvm_E`*m9eTav@vWxOuNl&??A5SJRia9qn$}S1lf6hwtbT9LwLul*7ZJ|j98XHU92;QA? z?(Ba;eaUnvGAzY9Wsik2*mh4o?8r00*_ss}Gq&7kVQ)+x&ds6DXR+>v0*BzMVu*}QCb^F4_&T9zLBO|Dw zw~3?RqdkZ103(sQ%pfUrr-eS_hPf&w7w!54>VDgXG9Eu!-2BT|U)8xvDaA1K{qQ-x ztZ-hf{mqcw+T-Jr1jz8|=l&qbendT)!9G$-BEISP<=n2Tphn|V3B+Mc>h8izKk<`Z z_j<=sZO75fzM{al;%oI^n}b=(&PeZ*{cM{Lg%}MUPzD{)-o~t7D;)uBoF~3qZ<{>@ zNs*g$K`AIojXmV@vcRLBW?__PRFJba!?1B;g+*guDa2xIm*wQ8-)W~J!@eoH2Y z9q$Ajq^8)Vrr2Ec?X6nu?qO5>UyznXHmX4S8zBCdJ(tEu|SHxTEm{(rJL{d-L&3F|$l zrmQPQYktbNQkTyqJ$|x%UOe#aZ9<<*S6i+eUcVi3dyDPKb=ev9w^e}r@q=5Q1rHVF z=a{x&eM1hv8<2ZgBW?zKC)}fyPHwn~x88DvmHYLh0|PP;`uv^M^It96`M)pf3$o-? zAWO~zsNu#SOWt%3WXW|wmb?^X$<0BQybFuR+!sM`t`taHEBHET}-P7d{5Hf zd8_MkcK!3|ZE}%!@7M&r5X&x26joj&35p0V<#{Mqn)0sh3ps4Q`eo&BxY2ro6qgFOi*)79*|R0j!x z!bR#xxsujWXiRkWekvKfIp}Voe0a5)-49EsPBC;cPEYa7%fX-W?A-fsBNszmYl zR%Xj*uUeU3kMpH``_eu;(|~(CEc#7YN*2W$AB&R0H#WPh^;=mKo8Sl2IbcF3Egy&9 zsE&7gcgIzHoiHuqW)_7lAB&8_H&(l}^;-l>mnzz_6}Z3MIJ|89W!la2n=qp*npJ0% zQLN63nVIe>tIjxMJ$g{Tx-#CYv$XQZLQ}GzgLsp_#9ZiK^2-pRh$#FH$1doqSoMK0 zda19t`y9h>3gS((#Hmz~5!=haun~BCSpPB~v{*R814;(OlppUgypnDxYw*6@DUNK)CxDYGCrQ^CFPU?{u1xkRQu84%)`}5_i`bV zQVab{TU;{QjK11wwdVnS$j`Y+Fq!TO>C0Ge731Rm7WonNm7pvK*PJ2?2FA>W1`!LO z{?ww&^}9aMvz`Y+oeM`#6C+<_G!Bg~4Q%c2o*)M@%L|Jf_vztWg-LJvEsitd<2n_N zGfF}lHK@34lVa72ED$+5BADC5yp3Cl|OL_*3MWy;7@!xPb84|lDOlrrae5u4e|BoH+z=4 zIHGy!7j?8@REPQjhrhW0$69gDxsv%FZz9}FSJrJC;=^qB;<{~0@$6oWu^3`wwAxi7DE64X#VmDqB5IhZg7OTl3dbShqTaYCO?anQP zMd}I242QpWGfhWOSqaFD|7s4K_2enP8V+5P>+ zdZKRjw!iR&lcvqR^Nj;ZkME1lK>9MuiX%UI2Z&p@Y-%Cx57+MeR zTMxeaD_iZ3%T{N#_d|uX+&|DEwNynASJUHfb5FIU$G72UgxFr8AFwsd!R zIQSbhSEg8zw9woS4dtY=ez_yE$G7U_<(L>jk?;c0>vL$b;KNJwPUGDN>Vy*@9(!+v z8O}9o=PG3Ds&Ta79$!%dj^!1dZY|kGWl}fZnEeKGGuMGwM=!u3QiU-J_MQ};>>8n- zfc&?)4^lY1e{Jf0kYrMunY&)gnBD4HCR;6(BMT9OXxEO2J1Se-D+?)|AQ?+&P1WD@ z8i)2J7AwV#DQEFYEcTszzKw`v1ACZl57g{%IZJRR2r3Q>cS8@NLR=&op1N4%yWW24 zf?Rdg6Xqc0-oUMaR`ABc^~*$^#AhYu8QyKP3&Lb~M|9ZF0w^6$&l}a%)q8k(Z!bw8 zLJ#2FMo1o(8KP`b{a1!>ehXp)cyvnm0l--r*EGU!=A;MC->%HOWTGNDM=FAAZZT1vO1e{#lbkt3?|(e*uX_L4{QVpF53U39FHG>?fSM4=IiMy)g$LAx zc<^y*LWDRqp({8wp<6gLAt^tgCiLdFf2s)q-1VQMiS(bSCX~+L^PJV&Ut|NB;*l`R zFX=MuDzR1s%}$(6{D%F)Q6;rixo#;kzB|@h;Og!>se3TtX5Cpz?^2fxC&q|Q=3*z@ z~40sqvbizM>1(L*Uu~)DQfvC z?n74+aRruEmMomSsox#yixkbIAmWLw=KZ73XyPP0ZF{>&dwL>+7$p(wlL^BuhV8o< zSZCYk5)EXZrx^%FPES2^UZ2Cn4F58_vEA z84p?CiIP+wUTG7XJ)*l4*0j=*(c8xF9~^8 z-$PH#)RBgp$$Z-SAnXOkN-1=I{^OL=c~d?f{={_)s3m1CS$#*aL`{H=8WOsC{L}zH zuV*4ROaftL5Uu5>Hpi~aiDrIdL>wN{pG_DZa?g4oy@N^MGK7Gx=53Ugge8T%0jpyQ zHD!k)>t6zuH`daFzoa{SXkdePo1w}Km(o*$n|q(h+o@OwsL@7`Cl6lC;Af|h#Syp0 zogIGXIgb@0cMsZo?2-~B!W#3|3tU)n3HOW=){o`ciaDI}c4BG+H4*u3iB^WPbHy+9 zMuIUY4Oote1^2_XE~7aNc}&cqPjIAoA$R$aOZ^Xs^}bb-gKpubf6jwlM*oFJFPnsn z!7mA6cThuE?f!gXsM%EGMiXJ&0bIoWrXUW_fx=Bl#O5SuiEz<%a7Gg(wNk0xDCO)SNPmWq#&} zG;tG{w6K9%phNi{@$7}bwQn}8ug{BWe{)`pJ6|?FfAIW#V8e2M)An!fT9Z9Xoz+jr zo%@11>8IPWM18MfhzKt%Wj4)J_L4b2Xxo)#rruLXm_Is*AT z(yv_re0|O*x%pscGwj9MLSG6*E$;{RAm6-Ew*FriUxGT!K9J-;8ZYC@r#g+NzShY(jB-o#i778OHVaZc{Kd zXLeN*t4ho9!eU%rUGMV-ALj(roz1ai%ZB*)viV`3vGco&wTnJSN)qJ~*)Dn7!VNzU zK9qKO5d29(WL8 zA0ffeKWtkWNs#Xvw|#KV>Gt~7Qtjy^((iFzJrZgA4Z^qcp`GJFa-V}n7GAQhlTzG* zdhAy(W6z0VD@ReSa$+}S$+E0ArLmUH6>(oP)(_6>R5)x8RQgGAdH!s{covJdn5+|V zLY&`MuoMp&;uTD~CL=#cu@7g>K?TR}8wEMwRbVRVGR?qV5Lmx+n^`SbgF3hw<3$dc zvro+r#y6*@hCO(DPK)SV9Yt2x+y>hlZCz`9{a2kUiu5<=-D%cP5#Ehq7b}WrH%=bV z9P=TEH24;+X=1$|(ks@+`h%LwC%iy5lDB9{=2|Yx3#;~5TmgkdCKpYvb&zzt3>fBr z8rN&y%YUoqrv2jtN&1azqZdJaB?+jU#GQ4mmqD%I)?oZPsINr+_%}4bw1`o@qi{QRhIg)%ywGX#WX@SnE+K1wzO}oA<=!t*JV2_ zdF($lS@HnRZ$=Aw9V`uB@#to9Bp#8|--{PkMk?cBSYJi2-X_d<19g*m2-a6KvMZ|i z{zLZHC5_8zrLX9$gIdb7qwv4-XtEXnN%rx--*pP1|KldD+CRp5+1bVV>Thp)g_Qxr z{>9_hlO|aO|M9SYncm-y^J~Wc!(E|Z*4?-l0R;6t1OU#~0{@`v#CNj36R(;5gDqCd z`?n)J@vK^gDD2tpd_8@zqM-ChwS@{o44;YZL(nI)YaNMTy$bJw^+L&Ax$^ZcC^bz4 zb*SFt`1ou8D;+>n$b08J{#q~@7!<@I6M?3XcL}b86m$Shp$5iB$=raTv;X5F;po9N zLc&o20nnQSCeXn67}vrXMxZ9tkc2agPaZYd?=l-#x{`mzQT$ZZh_+Jg5M&(A#6 zk0Xw(5smu3Cw{tiUr6aK*qIR2@g$49c99#}@gg0M*G0-DqIhzY*$0jeYTF$fPQGv6 zJ1DJ#M243X>LXRW(k7Kp2Qgg^=@we4y}ZP#*{b>08kzfEEH;=?@^R#4Vp*Y{ovGAb zafh#mToaBBKVw#g``pF@6N*MT^(S5pnV-e`B|J(hQPs`4r?H`7Z$XWHE50bVC~4L| zA_tM!3$#b7Qrjt`*Gtn5;3MO49}6N!r?61&0=Av0h9a{(PIl$~etQdtfCy4{k&odW z@@7JXQ`3z!;zsrAC`UU)wyS}j#hWONPee-Mi;|1UrC9Wuk}U1Vj~$N}mCPc#?X{Ca z^-$&L^kFAE#ghjC9oLWeguNRR6EJ3Kjn7tNJbU)LqCVu^8c1KzTSf6t@CJ3*i;a}K zs-QgW*3-kxf2d##me=OJ_LXFl4jQ{;cG#5J$=IE3N6N1&6%^SpMR+4)3QAne%(S8- z`C`c>)o(|zrPL#Red@Kd+-t}L5d`r|wF5rxv74|k)QE4Ls|zgk*1l1cR>h5w_1zeY zp;)h0R*f_jyWX+g&Hcimm2j``mg_W^ql@YEYQ279J8Cr!;u%&Ojj+ePKJoPRmAcXN z1=r*HSvd-f#7rGH1;n31y;f;53RPEWQr=&q5fXY8wIPJeFz_cIG}!D;s41MTQOdS? zof)XI*1xjmBqoA>mX)|N$eZxVL4v@|7Sf5WTpxCpdVSs5=mq@z@yLKzV`XJp{m(?! z+Q(I?&eCZiVzh283nAYqzESj0ziV~%EgxyA!xe7lgQ9y7}+nr zQkVxDY>Ss>LwYDgpGV2s?!4`G{&9VihTBEIzXYqXn~p=v5C8a7TSh5VZXA_F%_ry;5sic#6X6DuUE%+x{mlWZWC4ZhXSOcM9}VU+G$3pJL-L-cyM!%HgSY4v(8b0Xi! z>*_}YSLAASjK0uv?(q~orXy>~+YG(RfbRHMQklNS$>y!lG4l5U#)p#e6bIaS6)E@6)n<=L}l0zhXX3;_3(UiJV8i@_9-rV{U`9!{l zYM6JHdJN=>o!WEDMR~A{@Kc5mU6Q~G3*Qj4)tn@$L_3c4=lWKZ?vKq=F<&H%wDmck zaZ~nUu2e6t$H2!I)zm^aTwOT=#U|A5l?tEG?W`$TI~$0Hc4nBf)kN0R(6kh}xD16} z)Gulkbiq#M9_$}>2(W!>%pDWYh}O=}jHG4=#unR?ko}M?Fpo&fg_A^f`1~k+m=o@L zWNTD-J>xmIO@Z3O*2OhF21nhK`4UW!Vc{Tqi)w^y^!)wAmWX2J?&sb>c?~nNzIo?KdIFc;9S46QLX?r4MAGx8P_QbkF z+7CZ+T^x0DoZb($sT|?iyn`u^fm|<>(0@}tGVSA48}?$L(*iCvT+U2vG}8~SR9~oV zKi;cE?~ATMQt0NV=57N8dv7|Wc7fc4Rgz7sBOieHi`{{WzLs!TJ~Nqzi}j!Fr+Zv%e6n!Xwt2beToywe zIWX}!?7yQeQ;64y)&ml|KDq(YBu3ls;c{vdD_ndL@MYmwQ7bK0?WYXSvzPM&KCY(bEsN^y z4fPLatF{ydOdNP)Z-#d`<~kCCzwWGpN{fPKeL}BgpIl@lH~1#s;*nTpvzBTB=`P<` z59A)LPF0mgZm-cZGa?E=U>MR^ZwBLzuAG z?0JGA0HM>1;s<$Jr~!+q1X0o5jkO2Q5;h%@(#-bb4c*u$+^gXyn4zFfj)x=O&M8Yy z4pVXlBAt)FS$HKtF(~>}B6PUQG$A^i4mw|&)IcCH@CsdRAG$Z>6W@)j5g@Y$JDf+- zr5F8zye=3=320XHgs!-Hg%=ASHk#n0P)(H)O!(n}w{yl)r7nF*-)oBs<&eQ=EaO78 zmJ$%kDP&y%e&+%QBu84vYH>~@Hj39oNvTaJT>7Ubetlm9d~9=Fq|)JFpYHoiHUUzK zK7i}~Fq%9-#O!4jNe`v4AY^$azhLhoM!c;q}m&%Uoxq&Rw!aGjqtDDGj{<7n5TN*dwxGCClQj&5;=l|WWVu;bhORZ)g-^79(Gn6mj%2B*>TpnIn4 zw|M39c%x<(nWayBvKh(H+bRHODpT8d{CFjM@2|}<-TfBSlS>FSlpBKyvU-{Bi}Q<~ z_d>EubYI+u4I|E$M@2@aCYryNnlCJUOR~<(qZmq+Egu}J&;GPDdC;2IQpLT#*4bB_ zlvMOqtR>5~g;*8V=2Tcy^!0|2m+h{DuYLPbVMI;Ms;*UQX_LndDmb2c$W%c?>hO>n zVKBO4I-FPF!}jq5Bcax`EK#qHw5&SvXzU}n_}ekxYeX$;jlr+4bEmVlx(%Wgu zkG9zppKB<@;-5a5u{m>VL!Gm*jchuwx8*pnw9(}-v*Wf26_c$&BHcao2jd1_XN03FO#ba+{V|G!W zW_q#(DzfR9vZ6l_okYuI1^Qzc6N<1Phm?5}yl^9kW@md|X+9@1-gio8Z~kQ;Yvi)B ztOv^_c8Liq|6Gob&d)l9GWBvwJcVkbWy9K-^lGW@BppmQ7HUj+l!2}E9=ffMUD*n?k@gjZ=oSOzF8 zeK)RSR*tI_8#*=Y7n{no+>q>9ox2YPHMt5L^#^0x-M3$$`qhe~%hBN|PwLfsOuqY{ zyfYp0RvaRq4CzXx{%E>K)aZ<_WwE(<)v-^QD@n{Zrnh7BBsaWdSV0rzwEtkI$|o(tYQfAc3#Lzl_*0EtRu|YYpVR1IU2J@|JkZx>v z(by2s*ih9tJja25#-Z8XC}EnkIzh&>#h33O(&SNlQ)AlRZ`(~WyP^BHd9q{WoqaqK z(e%}cOFUCtghQ3rjOz@qP!^$Lovk2Hhw--_H%M}5? zJgzqgX_)}xo&tc$?I6j>zrXrQJP@#}FF`p7ZU7oO8=zmSgTQ1KU|B1t0Q&V~u;EN4 z@#6x?>4^&|!^xZLuT*S$55Q|YT=uTLIjGkoDn*R}Z%}>_>OlEgFW|48;mJjSrVR-K zVNX&()20WZS7AWYMjO!dj-@D}Hwu>zETxd6!HzmwSmz;av!K}`~{3V*|P-`ODeb%74Nw-9)5=f4+_#nH}j z4xUqqDct)f)OZ2{G}l>#W?rc%xHVl!`LyRp{Fw9T9C&qde6R{H2o0`S%U!LyIrxF; zrDV1p2w&|>5=FBp>^PsWB;S#{BK->gKC|o<$>;c(sM{(@fJ^>@F#0awl6OcxQh1fV z3ZRuGfL6UYXmtlbD+PePJ^}2-39uJ<1b*3n&tVTZEaOIq0waJR-y>x(0xr-8a4en| z7~%iV4gesE0f6WQ0OB41h|2&V_C^7KcozUfWdIQW3`KeYfVhVPh!_A6mvI1b4+ju2 zIDiPn0YqFR^3gO7Ai~|qdo3i0mO)8mu&>IiK`T?AyF=c!FV~8E*K-fvS3|SDdV9NY z6|l`F3ds8j3QNJm#*LD3FWvyo|Kbdu+1EH_wMt)D#VbIx?}5+*HTR#3VlM>Ip&jk#2)9&csY^vTf&v7A|Cr!J(JEf z99LgigxBTGhI7UWlq-+r*iM@fAB*Wg#5Z-5hGBM`gX4t-B5XDmx|AR9CKz%{G0C5# z4srt{W0vutjiqw5OdSQog+Ob|Z>&;&(a8LHr>7L|3POCLDvgBbP{NN^8iCK_DldGr zD(KaFP++gY?LFM(Sw1~NnMALnX|o!m#G9(VfLLBbdAY5|$fOM}uZ9;+Ew8TEc{Tjp zon2k0x*%y36IAv-b|qh&a=?4n+048!PuWxLi)ljTfCWQ7d{)UUtwc>X`&l2_t?^h$ zs&P6CQkE#Y1`(IfiBlixk~9l}G8FrcaWN_>8}jDZu()=wX=J{qmvw<8c42l*`^##3 z(w?pFRnuIMu$&=~7GSNB>EKg5dMI9a#EDuXlaHbXoluF^ z_Eh=u>e?kGR>72+*RQUv*6p^Q+@@JUrAOKqA%;2iYL503kQMfd#jYU*>b42bQP=ge zMrm4xSu13q)7hJ}D`{~8YI|Sh;O~sHvLl1Me6uTqyr9`JL6}pO=~YYx!)m7om}={%UoXFCJPZ|-AVo#aGNYPuAro` z{PtwAmZnf%hpMKG=89&9=0`nEdCjrB4y~@-WYtKe$_yHU6(Z!2p!twg>1v8Dx;Nj; zQcH|4k0Dl*OfhFJQwWK?#8A5WO&6U!u;vn*pj0{lFFG;R5aZ8fpw)~F&*tk3JJ_vE zaM?JESk2bXCblZHkDba=41{Nb({HetA&L^rT-mCSX zw-pzzHqy?`{G_ekS>O9&p8T~Y!4K(diAzwZWekU=J9W{pY$uL(Z4JeJSG08Nx&#n3IOKx#jBqd6?zeXxO# z-n(<6Y3cc6v4J@T`^7*lJ}^4OTX%w8)2sdIQmN>3gW=s4wcHpwQzNuvgJ_UV-sc#| zhaaBQ)sPJZSas6T9l2ELjL{BHv&FidP7fXWBQw$C2MjQ3vI3a~6f1DoHW&^n+aB&avvSY=qBYZu2_w1okwZt(zyveuD ze8a}8eyP(&uTDl{Z93_xva#uBkJx}7VWzmgH=6JHat z#-9o#!umDU;XJA+S@wI0)`*XG9Q~mt-^Fi!<$g9wfWQCCqv74AJmn~*c|$GXexOfZ zSW^S;mQhNUiajuiquVrp?-uU0tH1+17K?kVF$DM6HR5ag=l+iKAH)6A8TWnsxw!wU ztFb+LU_m%JX{qvg!4LXKbnG0~&!hkR{<-Z1g0=H=a#uzPenj2+O7`}yv@zoq5ONg1 ziQ8S}kl>C=?7en)o4`3SxmT>@%x`ZAy&@!M>P-Tw=dTIN?n)(#Ud2Q3k^-d1toa{C ze=-0bh5`IY1@I#eK%mATxYzU);K%m>KQaOQ_+QBZAFM+=;Mb4?eho9oYd;12n)iTT z!_;>UPv!#G0KsrpuzbI_`-JfXPCe*b&_%?wcRVZVG9XG%q}fv8U?1*Y%0| z@v{1Q9-KN&uS4U_m_id>OGXPeceLlSrN5-y$bjiZPY|*Fe8x2k%Ybz(olF_5Sc4?- zqT46;|Hj^XM@7|b`J$3V2?mr5Dhdb^B{z0XSv`D50r(f zZT2Je}XuPLCZAjK>B_iWrjuYBWK zUEezZ_;Mvg_SO_Lgq>NNr07$|{4I2S$5#JlClqRruBl$Jwc8?GvEAv2+d(`C^X#gL z14ID3o7g6cQeCKuZSm1z%jOa+#k0$;jMX(zso`m(;gbQwUyz&B_1?e0l)kN6hwiS` z8PhqpG}TP;j(3GfpJcndS}@e7?b`gIHzMv2qBMCJpFL;#aiIe>uu? zV|u$UHlf*+%C;PN*B`yG1pM@npuQCdoD^@;LF zdOD`i$9SoXelrsa+#;VTrlcAc6-D3h2)sewO`||6BA80R<;kf1@D6jfD|@x`dA+I;$~WzUEy-x^OYhS1@ma^LhEeHGI9h376?JxQ)a{;4ajK*i4dCTx z*%UKM*Zj){U*4e6OWzT(xl2-OgWwCgM2A8p;XNp1p#aEeFQiE@ ztYgw(4C@DJhFIWfvH^E-Q6|=QDl*r2jLnVDUZ-981l_K>Iho$V|HP5{S|F`OdG+I#W9ZC3A1icfJU6l*oN!gO?+FOTGqwZfryHOh`gE zZ?EtWZ+I=_hl3S*w3pAxUJK9RiS8fw8fs1|XZ3h`4yS*LUASJfs&7vQ>G4z^P0v5b zE4vlDy=j)&<4z+C|CQ9)9mwuhFkKUn;hF}NYAnCnJOADpYnXrb{1xlt~Qe3EZCoJSeElFQQ@vyw|_RJbl! zh*He=8PZythZJ{Ypm$Lo~oVRQ>!(%m!AB=c?wY;B6N6esULt*cG>~JTP zU%TRSS7D}Qdj^M>_6-K=xi4$vMmNwoW62ujPx3~F^GAlwZgmPz8ZAqoMhZln|Exgx zluiUqek?A+_}{|JyUMbaU49*P);+D!)iq%&&SDwrKO_LMMm>{ z)fXmZvh+Z%P;%Xpt5vPhX}SVMRTmbtz9|DSP_&v;(;llP*sNwBt|oxa++K9i8((gq z?DZ)USf6Ui0bR|g=cr(aq#icx{O#a0Em1$SEbFaDbzt+x9D1k2M7lnL4Mbv<-IW(n zCNPPlMZL3G>1}<0sB6vHCR2seI~j;@ntIDYW;W+hbDJ=l1GlHp+VqB-o#EuFTp2Yu zEVhn3wi`&4&+>uwKI-eO>flXsZ#%t{1(yM;>cr0@2>5y(WaNd{v~8x=QFF~qeCKA$ zmf-VO;@7m`nA5pLo#~F1IojDxrDf#doK2+%RHdGQv3Sg7x*^idn>@IOlCE^%oVO8S ze-wEp>4s)hD< zcG>MhzPgY?ou8>CUemQUdgH*qLFsSeOnsYk7P1SU@Pu15@qO?ez)g7^Xnb#$npcSV zFKX#&tHi&zK5kubYT`Audx1?G3nf2}!r2Wgdzo&rwr1&R`{EwIZ-*0_=@%bXK z6Thayeo3DTl@hDkUZ}URs^Nut3#%$!s1#UL;_vEj>xIK_--~X)N4Oa5_qZ2RL}0tk z{;O)sSOc&r=CW*H%Y7ocn{!=cLd^G~80=m?y)QZY?bGvsrpMR6koX(lyY~>c^XXFu z{D|OB!1*lqC0N&TzQOUs!lPUt%im)?1mVg$;9tKln=1Jb_kj4ix$*}o_j~xYXfXgj z{!VxQ{|zzzpF_?!u-ID?z?@!weoSjPxDi1_mxX{#_v~|EXCkI9z<{|F;OfH+0M0Mt zmvB0LaB*-tfl#KdY;}&Y32S|>zr0~|3+X95Kf!#_=SS5^#}XqEL?{ zJblU`(+Q%9Y#T7K=gE#i{W!t|!&SlAz0uULReVp!&5NXQfXU>;AsI*V=dto!y*b(m zGal_RiJg_gQ$E;Ik$~Jq zPb|iPzFPp|-I(<-tOGh&LrF96UiKJ~%yan&1_>xz0IC<>I<(J*%wAc!qChkwLCe{5 z|AXSgp|Uyuk@aOd=Inv3@D}SNsQ63y&vD+snEXvoB&w z6T3c2$7I%K8*Q9Kx3EYhY~#F8F%mwcRo#`*?4C=zl4TncH#vL%MA2}GT)y!1Ze)t& z;?MGrVjhQ|1qT`S#wTQ8Ql39(&B-lB3c`*?9*ezA0@sl;lr}R7xU~rdyDZ$F439F` z`(BM1nX#H_W}*|L3}m_*(W{1U*!(uSJFt7#plVu_*Qfq{yc)WA+jK3uJU4b}XW=P@ zc%I$}jRnWJ{}DpiE7w^Kq@l&u<0|~QE1-DTr|^Be&m3?HbP~e9;Dcb*XO1>l z1$3p5F73zrdz2yi5kE{0PGeUwWATR#+rr!MpW4OCDt}zlh0p}NKQ4!}LrW45b~e3R zs_gg5Fd1WLX*&fMrPdtr5@`gValWSba2|uDCV6GvN8J&b!u2$*0~PeM$59>ztLt2F-g!H&i}##BW$r7A=6<34gZa|G9I9X*N4e zPvbIwl!9$BTc|KeZV~f~61l3+NU}X+hQzxgJvGKf&a`-H zqB6B0_m$fV{db>4;x<}NA0m?l~ z3(v|5sP3eTj=dp=jlqD3v!MiS+*Qq+?fF@oK&4Pm2-4CbQIg9hbcJf(fqeJE-{w}d zmp)6L=7NR2j{I^YV}w&&wFe%NzKU0+W#KFLh5BBt{IBix(^=n*B_#_hQ2a+ZMkX>lw#pd-x%_Zlr~3j;`9byEFBPwN^MkX|cYSUin*c`JLug|Fw9(X%A z$ZQv#82LT!fIAOwBOQ5iD5`fRw;xkbe17#qeJQDX6{-6|W8vLx%Wvh67q`!?ucHQp z&kqIHkYHcmLPKE`}+;&_`GpM%HQ-xs9p4m5qewg>5#29#O#~)Q2HLZB|)Hh;qCE%jV z7^q&?if5}>%5!fv4d)-fVh9Yb7|^#+w1~t!jB$Rh{u}`?ghl~|P?1csw82NQz-grPNnh;1ulL8x^(_%MX$L?n?1yF$efJ8YCFeM(4ahByI1+w)k*j?Gv zfJ8PnuaDi89S2Bc;{u6n0wA4#6>y*g9DvQvmnN}E{NLoE+rUE(VBqRhkQ9)-#~QI` zM`8`zo0K~vzvbRCkIIJz;KOMHDf|BoNera#nfIN6DaVjN-u(BC9+1ZeNgH8VP4qyH z+!;uqV+~+nUZ4tr0Qh!SQTIUrIS745;-5%MdL^1}=jyS7OB2^D`x;K8U-2T*DQ-j5 z9jx&K*7y(?YrG5?u_3a9-wAh8ap z%6G9U6;>U%Q11XLujpl}zSBFeD->@CEl(0X03np&xfQQLx9j8bVyTs7;lX7to^{oX za_FC~421@B`d{3OVD(hq*}2`fyFdO|3<2NnxYcqinVm*+zr7T}e|R>e?Eo6^9)T2# z$o-6E7b@s~<4l%se7@lO5TmGx)`GroX!Hq((sH#>JiIR5Q)C_HyTK(~r8OSqn3&S%_#&XsFdqN8PsFjel3=AGx=2m1=8?4+^3R34I!KxhY+A+%f$L^}&h*r+AaaY1p5 z(#KlK+tK!*{2@jCVAGWMEud)gqH=Rk>=upg-0D`of_d8!S*czK%8wplz~DrQ=-s#!60%pzDw}Y=>UUw;TT~`h?afAyd0++#~i` zzP3&U3e=EU>@<(gOTzVdsC~)`QkI9fwksR1fyeXe6>V;*YAzM9$vy5#GK&|5Ll{2a zc%Wt&7rZ`csHqD;z$}eeXkG!zyok*qMZt&j>)0DjuKqmA@VHp}Y8s=ym}0GisRERZ z7Dk}*S3AOpC335k@{-X(!pQ51XTKoIw>M|t2)DA~@-`vJ*GYxqMpQ}KFmy5t{iY&+Y|%P8wC z0v@0LQ1t8@yl6}SLEq<_{JloFSAc>18wV$NZRyF#eu$-q=EO%cM4bB3y5FH&(<{W@ zL}7VeVz{;15_M`Q zk3?J_t5S=V1kaec2N_hXFY!Y3yV%-`ObTQ2P)i#oi}pIi_Q8+$PZR{$+Hac_o{u&d z(Vg>w_#NH$9v^!3qBW7qVBK?%U{z`oTq~+P#yQHASdggIAlfH7H`q24s#pKgbl2iSq9mh|G z;~23!tPydBV(JMAKq9Dy-6V+QrTnXL!9~9x~x$atls0BJt|77=Iuf)+PovE508&xXg5p> z_dcVv6+NMxb}5~4X_#?A`s$?l3pY=ARgrF~k@ahdSug}nN7mScfi zs%a|3P@~6KB0KiP9Vy_%9V}}7!b|>dQR<%$f1}jD z91jHH!HLjSuL6h>`w)v%CBE$dZ^Sp( zjCpR{gH`+&PgY4%vGq1^Q>G z6$HoM|B5d^B7g1M4p7($43FOoS_5z%Fh@WWc6jbN0O$F5+5UrvKQOoS>lUm3U6b48 zKZgESJN|7=|3^9kWv9&b0R5b}7@(iG0QB?mL4bBHun(9>p@2zd`#&`Oe~Y9Zbtb=w zT2iqDOA7h;#_T%_j3)Oeq+4&vIl}cir&w@yT-_f5OzWYO!>!0edAm~snCM5qj8tV7 zR~mzhYSYh|a;EKxn>GkmrJwYxYaT`X90?nyc?P1uz{qF8PB1u_Jz06pOJQYdN^XjU z{zUaV>{ofUvsqi7r<}68<%DRyCC7ck=k=f6?(RN$`~JIZcK@~$ltJS=!nxKkyMO)3 z&j`JWWON6puuCK7``9RjPDV;5tzR`0PhX>-m1|qRFaazlV~RSVP<}}!0?pFM;PPyt z@im8|aqafLXPtLlb!55snfU2AEb?$mR2q&AXg0Lf7^NeLX*4(JeCjTudtjjjwzneH z0P%?l@qM{*FtRT<+B$n$kCiAEQ&(^T>S#T&S()l-z2LKBOBKrM>+AKo8XcF?PV|qK z<#rN46ot{l5YqL;IgRhLo!7l829!RmFAnntdYGyVw50(Qyi*C||_L{93HlTdBB%7>yYj#Z+4F4@k>_C^jiAhmQRPLoJ$ha|cmC8~D{ z^$}%{+k8oI(KO~W2=nO3F$-I+{aHiPcQDXVwLULrU3MrL6gxUrwovH*({_{g!F*YV zPSNd^VVxLtIj!mYYx6Op>|yLN>_O}z+I+XKYhQ23!JHw_(=eGn)L;&LO~(+)x@^0o7W*rm5C5i!-Fw2s<8sgWKFR4Kk=MBf zDwc7_;4XWS_kld)x6LD?17~!y0XJ7o`PHpI=`F039p&FxRZj;#>X8H1#Ap|_&FElx^Vor~|MTjX zF0bkc+{$rQW>^%41pH>GGs_7Gmpv?)V)q70ULcYWSzcu8vRhRa#FkZ^kNP|SP0zb$ zk!-cuyUZhc3u_r{Iphi}O~_?lDV>bzn7VJNj>_sFG^YcJe0G}18IIpjxW*XYSo-!< zm{~QVYnGVbEtiC$vN_|nm}RrNWDU_hp#}$iD1){;)tDhy-z*H{g-nWpKV+9M`og>v zIDIRSJ%GJGx*`4HN?aVWr{`p8$>YGm)=gNjK8Y6AGwJZsI=0fpS|Cr@Y#IXw1>Iyi zxfBgqkF_!Z=}hQp9e$04n*6C2l@SGbrVi=*Ls~NR->8)-tTya+;fIih2KP-QL=VM`a9Ipy|>d|~eD+9#m$x5iR9)Kfmq@TItpC`j+kx52HEy8?{l zUn-+t#xizqzFm5W04}vFi0YxE_0O38G=(iCn5NHab!e<>x)v;W^3nT=rG1;2kE@DB zK-Sz@pWWh@LIPiYkWH)fiC%#K2YD^#+mQ#KVVp0mje()*LG5dIu;l}F-TbyL6Q_5D zd!MH+J#X|Lx24SAx>P2sqX)x5)h0L8O);5AAL6Vtl(ZP#*oc1?>$V67`wlGH;84YTU^XvNm7H}= zUE+R?i9R|z$3cMWtIx?_oi9SszD+2W?Y?uoQAzi03?ty>i8%K=P=<+~%Qf&lPQ5ZJ z84QFtaSTe%`ak;9Et|tEC5;5|vIqpcDzILYST7r_mjKp_78op>6c}uX z5bO34>$dXC4`2=bc_)MIlm>L##CCGQb`r&Qq6a#u`vd+O*b!s(>i}*O;BW=|3>WB~ zD+P39!}5f%;8p4mp3oH_#EK;nS-|xFkw8QY(4cMt510Xl(SL9%W=|dC9|WR*ay;c< zh(zw5A0*&^ukqY%=9|D-2(DrvyYi6M*VWejw^;36yUR1Ch@hEH@iV|6vB`KZ^gV z!~c?D^gqaf7|XN*P8ok70WhsR0HzhNcM-<~4z6xG9>BCBx@?Zd!AC^_CyhSJ|MyFCTil;%p9Ui%}{>B3?5#^3a$qQKaxR7Y% z^Ofss1r_DLU_vg99kAQg)t;Uy)l-jN>4tZ>oC|j=0A-?w20qD#w%Oz!&oKEdk;rx) zHt<+z^7O-=z#@3@7#spFbFULTDu)z#I^MN^)R4R+ZRupFESUrPpcb#hIIR6R=aJKi zJ=Dv|(ucqBy|U#N5XwwahYJ%_&kVVH)TO{!U9PeXErp{-&CSD?p@wmqtgap2@vO>W z=mLr4DTZu!lqMM)%l6GAiH%~hnr*J8V9q|Xqn|Ft(8j#Z$tue%efRdpo#N#M^RvzN z+$o~!NKa46rM6DXlv^Imf+3M3`V$hb0GvxrtJ&LrOLTpAx9PN!en;Hy=dUj(TPvU* zRg(cr(Z(mbG1fCvJwIWiV@ln5?ve>sQ`Pwe5Z*EG;B5 zvT7r?|Ba7+le6d6dmv-Z3`AMO7p&>b7KCU!CxrSt{3~RU#sGUpAQcd-hN zyw?yI`rK_wqc-tUCY>(28%8~EVr__`3^K#>mhow{FQuEi!Fkv4@atFceCMe$v&sz} z4o|I~l##QF;C5v)o+VDidmbKQ= z>??+b<8C~~#ktVpA2J&w{cD`$t_8n@Mwi}j?0@9S#>}OqMxycxlUfV)(Kcf7sqje5 zf|+Plg~L5vU$I4-K%Y~UF#sXzTLD*PpF4o0Xk$7RZKoynr`o$kl}zMA8x%zSCXs9C z1Z7i%8N>ly0_PM^7*QS7Y6z%+eU-$0%GGCVvE_X{H;Zg3*&|9E@Epz4?g~&bgEgCg zjR+b+rt)Lt0Q!j@+q(HnJoYl_-J^S6i8*$a2_Fo$BULUZQ{FP$U==EiOr~KW3 z%)Ibse0cT{6uyCRdsz7Fg~5!~8^j4Nlnl<8>^i#7d*Vwe>xp_b9Mr2%(EnvVY&d7)mjeS)D33#tkaVhRu9syzoizHv6^yA^%5 zaByq>)-YmX_dx8#qk{x}lzm&HMvU3;9(iP^R~%a}HtQ)pakO)UGKctPr_CBhfAjo3dlEe_ z98PR?Vcx`=d+BfbCbLh|^BO_%TrbR9So1XfP1@TOTM@yH=eM>Z;s?g+Rr`Ft`BW+!IUuXPw#qZCK*p>Y`*LYLGU%Oun z{f{2MS93AOznkm-I{&-B3h?PHOaH#tk?VWiGQ6!Tm6=3tuXz(V0OM(3~rIZ2QQ3}925(juk9suuX{}0~L;7tIRZUeldL0~&gDLBA8O5Fx{ zM}xq*6ab|i;2rH_c}FNL@5s9<+D`&4F9ioM>1p7N%-hpktG?&%lb~DzW%MhKO2 zd((7g**~h)00l+e|ECY6Y zReB4&l%4tM-i#RCOQGG^QaWjq^OV7h?S-H~;poY*;Apz}f$(H0Gyhk;1?g~fq5bDa z*}(2YYm1vM4rzg+vAN32Kp2qcnJL0ymwMO@MkC74P~9=iqMrNm&43b1E61Aa}Jb%FukCz=r3%~Wyd!l4SxnFfZ zY&ih-y+k#ewT~dHBzE*8?0dZ$nDrnS5Pc3=I-GP9HpIlaTK?gT4o- zjHmPc+z|K~B=RgrJxC;Lh`xB}lS{(#WD3XQ;!!zkfg^_ZV`JfY5O800I3i8>;AJ-P z&w=q)a-*_k#sFW;L)RB|AxA9XHt)L|x$VfQPKd5-;eZ`fCK`L@63&CQ*V-wL{FD*S zHihs)qDOYf;>M1U(I?&5D%lQ$Sw|Oluz{SjONP(mbxJ@0UpU@)2r&{l-m=_(N33U= zqE>aaHs@vYLxOCIBsDvQ=3KS-53=&$D2chWwd(#a?n-&d)2T@sPfCf~nJE%gtdmhi z>TqWf-)y9-i0=v#(AVpH_6?fOHL`<;eO#;?Sll$Y5ZX2rx*3Bs??+iHWYhSs6snqs zKe6KDpvg4~1H17sRQ>V8=p?) znDFurx{3ltn!4Q^{4aViL8>+bG19I4<~4-QaG~05D?Egli+&MYcc5M{@at16a-H+T z{$ZW1m*Q3#1%)n)-KlpO`4**R7?5G^+dRojoI~YWA(Q+CG@+@v6crT#9c<2^W`@Qs4R)+JhhA z9*eT#oEalGR-4CGS^Pz0%E+VDJql3!$q9Y6)EKAKPGzFWqam?F#tKZvXkE*cOvkdO znf2G}2dAGrvYtVIrPFX(q5H(nCT@GjOzFs0=omT+Sm=@KBxxtNPiQ5J>&R*#yR?$u zypnxBqt940$+*raYc3J4A|9F1(CEg0Zaw}0GP0w?h)lBl(eWS<9RA`=oZ4_esMsvY zv#@ZcNJXjBUVhh12DH1%pMok{JTU0;%vBuSyizD(YIxtM%tWVwsi+}g#H%!cODp`l zDRcRr^f}^vUZ-^JOyLM9dQS8}Gnt56G}psuYRvPcypJNyP;Dm&*_0{q-GDG1{(X@H z0$XWMzhB?LZtksJW3q~_$3#a2C%$X+cB><@@YWtg6{Q{+%ze$;M#?IQELZJ#{^Jv< z{xd|?od#I+iMPhn@}BKTqiy~IpW0XqO)e@*4NjNYApC>1?lkIX6M>0!>b04yoa!r@ z`TFJ6#BR!HyL*uOK&^{T8zW*~%=SvPJd5BK>_&v?;hO!KDfbwNJHdj9h}e@MLA$tO z{aRh2dmU+Fcu#wQ3g)0zNYpYThdyqXM`X@uGfBdBVUx+UxE-Em)s3X2k72ZR7#s6X zyRflMkc>>&QI&1yRfi5wZCBg3)Z2J6x$`1rkO3CuOO@M&kk4IAB=dG|Q zYjG09^S4}1l=pXKcI-`2X3F{|ABvOj>|Y;JTUIRZE$=Eyar+~ zLa&?0B*)A<)H{l^yt9e!7MK3r1A-mlo&TskGpuW(Y+CtStM&uo!f}ByuL9$7%qBMd z#ZXuex%9_Vi2%Y#LN7+?KsmgI$kgTx9Jt)z>`%XKCi5Nhrlae8ZhW)o%QRv%JKp%D z45Y_c_ph#vO^<<9IM3=ejroIcjEEWtyy%Z_{}Ti9ki^Rv4#u%V%Hp-WBLfDD61`)7 ze05R07U$g_5k9G}fBg%=rk7;?sdHSPkJboNyO^%=xmh#g#J0&ikV?>x0`~~w$?_1F zJ-;VS*2VPWjs^a4^fNyRdHnHc89%Xy_%+USBvf5@f<>tDvA?gIo)h8#9WGOGM@cvN zeIdam410Ht`}O@mKOCn2aW2}xd)hq!UhTg~@drlUBLb%I29z?a;tnVdSj8DTDWGgp zUYmUZyM$MiNyXHHSbsr`=}UHLUF}U^9|w^0R9E=!Y}ra~%hd(}o3) zbCU(HsPBGi)PV|dN=L#-RKq%Bz=Yv_Z%t#PPRX$?tE5hQPD9s>f!K%vUxyhYZ(q^I z?Jt*o%s0wMP;sL3X3+<{gTjLmO-yU~bT$lyw4WTUQ0t=$<~F6;&D&BLO@>5`c+LJ@ zIFfjdqFz$WM^tT_es-_xUv=03shC>C^#hAFD$3zkpzzqbd$h&R1Pnv<+u#0ttXK4N zCEB{3d169w9Tb%xKXe39uX5-b4acUJ(>gGt-@4!853$-9k8kcR$@245X)#TSWF-*$ ze{pvyLi~cz9U4aF6kFE|wu7>BifzTZ9)yRr9iHvGPp|cGX*V7{yKOnFlie@kJSqxF zus5xKQKD$+RfnIbwlGCvi(j6sZnl<*xoD!NrVbGg|s zN3qxJdX6n;YzqT*dul6}Q7>06QNCt#y;e%q%E_tCU20`l%3gu3hNf8hGP)vho8OyPKu}8lhKA8q*?KRJD&LAf zRDbpzqoHgeIifzPd=PV}E`H$p$VqIqX6W(U)fUQ?2gCDkn~%mk)BuRA2q9P!$Q6jT ztDS3#C*F$!Edj&H&^Rn7R;ttMg71mwZd)kl%9rR>#qGwyCH!0UmzvMdxEa#e-@G)Vcxrz@y+!D-pav zykxxW?XSI?vQRvGeACIW)6`K9FJRZ4!g{W*>BG@F-xWXmzx|U-${N;*5YZpt&E=|B z9fkgN*lmQ7yDDT|>N6AW1CaH%_;6ZSrNJseBxyyRg3Y(-Qw7K^x0i<~*! zQa-42coGTe7+12gkO7n53AO{C(5KE=4uC+oTY z%-b#`qv(9n85n^+Dy^(E{IS23*M>R(<62P1@`!Xlog{WTZ;0xY?L=*^3k|uTTq7*R zJI~aLp*xd#q)~6)%Bq)e_*%?#j~@QYZfIM2AhB*JC+sa3^YiT_q zI1u9!bzJ(uiwFrW@z@W6S_%D@CN0yW?REp|rfnl9q7P zH*8!{vrh2dNSRDw^9y}O~iq4^@(Zq)gE+~AjuuPBahX3x>`Hv!RrHI%J=h= zVTX=ZC)PvyzRVEbCh`rf4~5+`Ge*?&J!h(sy!*-OT8&b<&V1QM5(V}FH^!Kl&QY+zjnbTL)eMDqpnlJ$ z^@XTUU(M3h>CjuK80UNWvh5lEv6ae@Do{mJXlQnYh}%v2TEQy30`2`Y#Q zZGvQgdH+*&!HhOgpe0R_+nk9GSjK;@N(RwZTqm;$kp5$$|EvD~;Qw#F!#EAVIr2*s zq`AiID3$n{9fCKBuh+#e$ULra<|ojs#dEoWxGG8}Rk0-Y5w1-@;o^1ko7Oe}1TFZe z;Kv8KFA0W|)I`aDes+V{;W>jep*&L)_z~{D{Jo|WI^0G1yG?~Y+_MUV^21p884Dmz z{r};Lv*8Ouf05z`fl|q1QPQdXR$X^gRx00J%R%b$Tpo7kpvGUX|4M@UU*qPFom3K- zRGtw#DLF7{6cI2f1P_>W7zdbi*-xbSH!KB|2R4BJAuX^h8zdnh8nKH$e1W}he2-PF zF4T`$H55=44_-@wEQ#_^9@>LI(>@aCC0d&hlH{I22+86{ z)`p`qAOGQoxDTtAp%H-*EcBxEj4u@1ju;l4kERqKCnBH_6-S65BYx4)ZoF5)Gb7)+ zXXXW|Ls&;zdUkq87Yq!Oy1WUi2V-}C&z@{cH&&2f_Qo8jeM+6gA7RcBxC>yYZ{>+c zTeSR*h7TT78fXq}ZLam-aCB%AZaVsqd&C*jC?&)#G$<@p{bL6#R!sTI%?^#ewcr() zeDrWj|A8Qx9kqT7c$Mmxc$WFZfEHI0CFR{FUzM%?DoT@w-V4Zr_RoGlMP9;W6Nckq|*^YDRb1hhejC&{P z61`xI>$D2Y9(!XHC&+`Dh*;1uSNmE5)-a!%z&DMoq9J$-ER-8q0`^G9AOKZ`@hN4( zIB9!w`koa+XLKDSq8+T!6BOIG3WbTn@Vas4nr5X|q(pJc4viPd@QIW%$Ot;0}UWkk1f)p7_*Z3F~vKov>Ygi(879m2yw9Tl{=R(mYJNQl+ZcP&WUdUp(YlepwQW9}?d#<&uxmrS0n`zU5&a z)Rk8fciVUx-i3Yaa~lW5@eS@GKhl2X7rh5H4bveVIb5m>>oi7&-I^*z0S>of@>BH* zH2X`Fj8yxJSy#sNO)8RT%P+2>ZgXK~^=|X{se;?_TuT$Ffgn@R;?H$<*RLacWx9r1 zJw2B0Ivia2OD2{2-B)(PG#X&gg6y~hiWF!|xwhM3h@-CwL8pt|8CgHus-(0|OI*;- zkg~6P_gbaz&W*d%t$98tTRas3k2LKxnhgo`MtI2!`1+5Rgx@}DnbzLLFx6;k6uQ+A z!3zi@dylE(<5oHhMQ_N+z2ILrBq+RM8A}9bCA_&Z>oH_>Zxq#ov}WWo^aSmmMICKF z`gM!zC|4q+!*N8spE9!bWZqr~lQm>{c&LRxwH@QA7x_%MxZnfXH>Gg~&PJA3ZA<0u zYdHx9g$V|IY|nv%)(e$Nt|~#j1UTt6j}opAU7Y3w5Yr zGlwazi|)PWXFl<7nOG$5!t7D#N~^87h&-JeBTqlA*SgesIXfGmmnNMdi-IsBvCII` zyx071hd7aZy3eRkXL^V@O4Dg5cSgN=9>P;=?C6wUIMlSbHb)>-mA`KKW4%#P{E@wN zIZdQacxS;@IntnSs=oH~cO$$0qtj7OpT2x_wDu88@s=`z#{jC}k(hH!xS)r>oU^@b zeX{D}GW0oF=UM9!HwO~(^#)s|x(4Jl?ay)t9G9!-mQBJ6YcxG+DN`LzHXK+g)~k$1 z2;S&Q*OETnMa}IUM2dj#qPKT``YshAPfS+M8`K7>v6u4M6xALE^t!|hQy#-8TJ-9? zU=e(cdw<}`88ME`dBMWP4bR!M%XeR`UFFMED6{M5L4IkzqdVK-yAm&sS@20P#^zl!@|>k=W3jO(4&d}CLsK)*E65^2C;7I3(^x&t-``w`*DfSdj% zbOeFu+(+#_34e0j5C29mVBN@PfkB9NfI;w%fkAM*fF=I$Cuq1Nahb~F5+go|xF68- z!qo`t|IdXm(hr0KbnyP0$iQm<3$c{-Mu-rYOBN3+i2k{FehfVQQw&&99*gWqw+Isc zD?%2g4}?$2Z#3L(A|i%gn+*&CUB>puKfW_Zi|h4yhZF~x;lm}y`(84Ca~rHjLueY)`CPE4JqwcTYlzsUx#X)AcyS@aN0V0kMS@hgflj z6@>DDAj68=Sit~@@t3%4)a0?3EF9#0Y~dtA{~00_KX~2rg(NB`8i+w+!;V7OVB~+T z!U}*+DS06HsQ?58Rj~6#0Z=ps2!5twgP#w8Rs7FzxsQD#U*L__@PIdB0A70U5}tws z5%AI?z)Sby5XN9|alN`|fhUuf@Vb5QaPYd9Nx4%uT!Ee&Kuj`qqZ%v5u;K_SD6ey; z_S*BLz7(cb5s3CvSWJsLvwphIcwRA)JDV?#9CbDB!hAEt_iCUdpDgztvVY_>y;hUl zDGje4Tbn4yS+Xy1dWqSrv^d;AAA5^EG@zy=iXRXNmqYr1l+2UL9G`3t`e0+FhjXl3a#}F<`0d zuyq2)KNguoB>xJxs)ec|-ECmEfm3#nGPp~%u5KMSbz3K+r{AW(Sqsi~{Z-O)X2&Nav#72oP3cbXgs{*Fm9pB#w44=es|aH0NT`TgV0?A+)I&w&^uBHIui zAf-xSmXt&3F5t%D+#|0qb&@2nPk6V2oJKdr&0D{2+bMJn1509&tpgAxKub@K+IH~q zt}`M?wj9b80EGFZAkAdQ47@l`_NddPQGup!-32_di4Px5Ur05kNpOK)nRF1DS$(zk zY841X>Uf^Yoeng*$WDlx2u@YHtLy=X6y*v$Ui%hBo)Fi!ZKPaDoTsQ_6JU8W>9h-d zec)bI`jI=&n*tvj#cFnFWKU*yFVglak8K}+K<+|+Q{21Kbt$zUm;-_ioZpy?5l1na z$rtZu4W_;del{>Mx5(4mh12iokP?kdN?KVIGh30$@Z(i8%k;T7QgzN^sJXtS&sO)f zTUc?0FL}sGX$Y%?5Ai7txk-f)wNd3hRulc=f!_0CSF7fY91zF`X@AcY&{lt(JULwq zV8o23syvwgY}2BjW0O!S-RsPSr>KeORc*JUiTa$dsTcZ2^LsZKxpvQPfSmP5Ux*pb zn>5@Al(XLXzF{YKPrdmCYrjowUR? zt*RGI5_&?p!gUY&bP4jWSe9B_2xM8Wvcx`@G-ugrqUDy6r`6}5JZ|tlNyyKz4sCuqS8c4q$9l- zDWL}irGwM}p+g7|YC;GElDsdv*4}HKd-lHPpL^eX_nzNxGQPo>V~*Lrguy6t8ho}e z$TK>#Vh|$S^FgGCCBj2{yWnMGLHdAKp1yAOSmAvogEJU|@BRkm_kHH?gP0t0b%Xr$ zIi#%Xs@XiUF>c1WmKKGoc?Nt#1#%MwEP0huVxB==S&kS+QTE)TETVg+Dx8n6wy+0r zM;HV@0)oHopYQbbTji`0a&j1U%=1(z92hOSZOK>b)5{5J7w%C6!Xl65x-*KNPVw0 zxb3}F{5C4oA5&=bp>WS2?*)JLp>*PUp5XMzxme&#rWS9EgW-q9qh|-EN9S6w^~}+B zqsI%XxPa=PxXFg)}{c#-_uo(ZtA+{C0u3(xCb#h;7{`;vTBP z7au<;P<)86%0~(%g$WfNSXC)qwy=75;(i!H&k9ctW(GGl2Ipy17Qy3m#h-^1ArFe} z<9xnCF-Vt+jkSS^ql$ar2Qy=aGd;!4gB0nb4Uka~`#DO>2&jQH@A7efH?#``rKdmx zFjp2>w)`6P-tx`yX*{_13m*9e+b_{pubjHuik2}5;lHH(g+AoMrOh;vg;QJ60+$y~ zy;xJe7<#0g^|b%n=T~oCd`m^&zil=xy3NW`OCxcEg~s^h?b9qD1TO3ULeH|)BCc5d zfdbS&(MQ`kAMUD<;YW;BZpNp7xJz%vbo38YWqpO|Z`8-xaktO1?CRXU7)I^x%dejQ z8~xw44&Q;BgAU2K+_<2*2yD4PE!`LTIIENGtok287c?HIGrRzZa`aRp3zet_5XS(` zGx`r(BzPK7didKfy`z`okGk+Gi)BXVEDe#L<+08Q8f@07nN&BbzQ@1vzew-X0u)Sp zs)9+?Y!d+mbBNlJAfRAM0SaawRR{e)l!cW#X%H~!Z5m+GCxJ-=zHq5px?_3j+`yz4 z57Dgz)6g_60E(ud({maxIN&_@!ZDnCKmc6f4+t7mU`hoJR1iP~VF1WYJC^5>dMqzV z{iXo%fjXp`mKX(F=(9ifok#znylas68TrKhMn8qb+_)Cy6PcFez|yY+w)I~(7y^t} zoYRLM|8&b`+ac=Q7%e=@9*J}-8r{MOSR%VvDrz(Q#0g+z*cr}9{Ay6CW_KU;^v*uQ zQ-#1LqXE>GY!o4}TG3lR$G*~S2T>#Mu3?0b*EYJE0lAV>lKDxR@Uel3uTi}X{obgn z$^s0SuVfcnz%$A2i<~&Xd?g6jwA|?z5mUx+3f->!b&?VfL#IB|;~pdQ4sI${@0j*= z+3%kwLcsN-g);*J|&_2z^_S(3}_h(a2mf zupq2e!a6zIEp!q_Sr{w5pjZPWo1;5kQgXpakGN!^FprU5=-X*=7IcOz`}f`R*Lck5 z`=xA85iq^Jo1|ct1o!>@K$(({TNBsBUTq1?5j0e4?{^wJEcu9C5{@b%FZjXN^=n9^ zO9N>g?r9r9P3qNe)~A|O4uanuF;cI&?|uzdyX2>MmYcU*d~h8xv6qZR90ZfX=WA~^ zOe)6pFuveDX0f#Ed-eM2HWCe5aoOvRseA z*XN6&=M(*MyZ57OpMG5e`P8HhBV>d%Gr!#s?%uoctgq`fkBHaw#w4>8FJUpZVSzWU zvB*=wA=7Gahu!r=a=c5tf=k18`oa+cJ9YUyPuw{AVL1u)CXd($5@tSSwZG#t2!C`l zQM=^Zg0SZNp7W$jaQeM^eTwkzOE4+ap6BOU`~zpD&wIC_$d3m~*Gd~7EF$rijWtun?1*~& zoIlLMY-1!0Gf7B{=d-Av9rJhlY+A*fQan!5!hM%!&fI&tf5!F1ImTEzs)KrMLeQr1 zQF-zBdo3IuzxQKC<*Crz!U63S$EMFG5AKP-+ZUlme>^W9w|9*9)~%=vOUyPOy1JHO zW5+I~A$fTV$mm~!-Ca4Md19C4Q}*Yft3BzC5l}gBl2?y&A<;QZ!enHyp&KbHf;tox zc&roIdA;0SvxtkWu?!gjL0u z2z0(2e)N~8ys^ZZz?!zzp0wG%-_>p!)S$UP;0Xma9~$bMtuB7(Fp+ z3VY_dV`7_s!@l2Sl5Wx;ZQ`ZC!)UGjFf~E`9Hy(nW=)^KC?I^Rzihl&x(&3;W`bI#Cx)x$?jg2L_aB%D0~a%tY(h4 z2rX29wwL5yz5=$<$LXTuA013u2V2Ry4=%OWr_Pqb{5$U|p)!))Yrl7EoHR`Hh*5tx zr5tPOVnPR%H=9njn($x3%gOYAo=^$3ob(sjc!`t>ZeyP9)@QiiYYfdAhgg~|z70d5Cr-be&$-D(8c7;%t~#L+Q9S8?4kgEK z*KeznMmUKshFQ?LSo;>8N1}2z9bagmC!CLxy!C1>r!;y06qo^K(0@=}i?!E|vM;0X zOdagBwKUmn8?S##JW4Rwxh!>{8`^a};w-GLikOTks-IjTt_iQ;FXR1V>xLztP5ArP zVx23TCt6AK-e;H>-(@~*y`S|T1wWVRR z3bW`3-aplX?nBxX+JN(wJPoGf1C+#qhMTvmaJJ&zmXC7GXNZ6)m?J*Xw(GSgS7nf`Vs4R7!yq*Xoj=sQ%BJZ5)5&PJTKk`M=(%whucA9v0-@F z^2Xe!dALR960Txo!b2mm@1X~U(NREIq=&@2%ZIM`IYD_ra#Y52lQMtqDpdAe+zHw* zk|0Fgp5Jf{J|T2s-s7CCSz1dUgsk^BPkFq;+K~@WSXNF0u5v-DtNak)DnG!^daTL$_LjK&ioNtDLKOi#5}e%y&I&)PyYWr zrt;`y%-rZV#!uX#d|7Pf4}V)=*8SBLC|UCTbUe9w`Et zFKa$30Z0cGQ2>y9Dk4V>lze^&jAa0#ECEFlLA76&^l$<}l+(b-9N@31G-iNCIuC>z z>?;BC0MGR~S33m`S33}g>mQK|4>Nu9XnD8vQ4G&aORW1OW_!-0-zjmFCp$ksN8dpHRZWc8|ZTrdDqzcbqMF*nGno#ykFU|Z-vE}x{ z$K#F6v*JLQWSdOg>UUj^Q4O@ug>$X=fw;yxd*Dd+0Q3%UU3lSkQCHs~=vRi525_JL zJ?8U=W6_xmjJ`E^TV)Gz1>MY@VE7yTT2fGxh>^PAm&?#woX6t;b#qpjiK-obV-MMM zWd@%PhOetowaAaWwH?DBZdB`Zp|i)Hx{OBJz8KXORhY58NwR->9(mOo@>Q13Lzmry z4a?uyb+%dd@WDzrvHgiRumYtMO_NAwIxcEpC)Xo{SZYUe%{zX=mBoZF;G6AraMik{SV6xTH7XVe@tf(!Iot}XWPRuU6r5-8 zpqvg`F#>m^cTiSmp5;0Zi)9x4M})Yc$lCY0{Kj2!6+2zr&eQY(i(~rZVY6BR*PlCx zk4UV2H_3_HTe-n=eV#><=Q@f-?++kg@m%!eyreAdV9t=|392?PIl%JhUH+hN$rwT~0;&S7`Fg(eU2A zxOw>%w_&JT9C4h>Y_b<&fEM;Fxs4Xy#96wNcZ4~-v#TxhMHLVU9xX{fm#k| z*jb5tVB&7Ld#4`Xwt2kVk5%~A*yJ8yTx?-j7&mNhU1efiZ1@W`F??=oHIHeG!#i3l z?TOl9O$Qtm1D2JRHj=uIRu{Z@$GBrB-e%4ro}v%NBH3htPH9TvlpzjvLv z4o+3KZD>Vnl%f$2af$_Y(#7Yw`+S0-v*KVugzb$vZ^k_D?EWM5Ux$&Q8+=4U_yf5& zy`31Zv+?O*WWE7JN0cIkuiUKhz5J#WnTwl)?;^~t*;nFb3n}t1?N#becNWWMPOk(v zK3W|y`dtx4JB&s85LUwdUJ-*o2OgUTZyR(K%$C{97GbSmetRne4P*oP#r1h?g1LMF zS7a5oVEB?LLBp@|{<6k)&FkBK)~7~uW!$)*d)U!7%F8@gXWh>(x}Pa9mNOQ2Us4VVm%tR# z#uYWP(j1s#OGKne{| zS^aOp6t(s*06TDviw=<6Nb|42uiF0r&{fQU9+)1z^q&DbYQ=vB_*}#Q?HcG``R_oC zIvsZEOqi*&K1^*-3(VS+2AFl-!sN+a`oEK?3upcU5L7~KX+&))LT!15%6636vIi-- zx!eSzn^`>mjNe~E&7R-ioeI8C0hS6R?onw}@P!Jn03h110=BI@`g<`Nn|nE|T#+se ztLpsi7yalt_#+NMz8v`}^zKlA`;iYqA%_T#jC4CzA5>BR>*6Xkk}~!G4TPFG#6|7> z|3pNcIO`Lz-2hU2%E2nl&s*lLnrAUq&E*O7`Vu_C%TXCPjhf7WzPpda%^P zb=o|Te)WYTwkLhXJ5eEJ)AQS4{&>n_Z$lrDUt>Fk)&^DR!4XY*Sit!l8>sM62FZC5 z@sj;2O|v)W*+(>+T)%ziU2cv6wkYU2qZDuxV%m_|Mh{a1o3GGj?+l8Jf2F~)aPWASB^>JpS*@7#A5e_t|&Bx-(zw8=p4uqy$-l_ zCEsFJeI9xrQ~`&mcdn79EY8hPV*}^KN}#V9jjq((|7vh)whd~$3|LG30%~@#5|hk} z>ydBxIo)LZq}7VXJ>p&pF*Bxoa(!pe!ey85rio;&zYJS2V?%2+`?;nJO8g+L3R}FqaJ&-%->HgP z%F>mnKZw})!PX*cJOA!0G0xK_fb-G(c@9K-jcTXVLmpF-`k;%QaPFStS#bT^FP9#! zE#@tD-hG&QrPJUs(-Cq=aL)`HyPKe9#&`B@&4K=t{o=!hUg4Z?MEh^za{7dScCL7& z^zbGPa#MpGsRqAqFTTF$eWCiI_nrdZTKM)D0uHrFx4o2lHds7+CD{gjLm_ueuBX?| zTf4$7F=Eg$*=C-`F1+&kfS_XjwsijZ%pwAl?iRnViuO0NRa9+a@}RmR z8C$5gdsXS&eP+AXeP>hiT@Q@a4^p&>JRT`FaY?}e$N%7gN&hNV;x%6240t_hdRpmM zJJ;64SL(|V>*;dPox`8jLVksw zB#lsYNw%KO{jyOMM&$lrC0F1J5!lJL;tJyov9w@ei$UM;SB0erY^?VSg%KdR#!FCO z1yE+Mhs%kV9u!-RSA&^_J5s+l*eB&o$PZz~vhn5xS+6ca{q5vZEhko{U3jZaZBf}J zs1F9Q`TgQ-d}-(2h7i{n(h=`+V7*yOt1QFG{U3QkC!3n$a(9ofui4~4yF`ssAB4r} zk|KhaaRohXhA3%r_PEHT96b0?fpX(PboyTC8pJVU_hui+MvklSXsAU_ZIBBCIjDE7 zt{=18S}c?QB1+!OhS$5xc0{VoRN0%4YtYoi8owIgGrtjN64B#)rh=FZ80KMH<(S=P z$0snZL!-{HY7+C{-t(aO2k^<9pb2Nj;)cxt4pEm^FjL*88Lr$KWW9M>ap`wD&_G=& z_yeRqQD8CeeXSEcJY^xMIt-U?xQILNUw>^|`tZK#Bw26qRg>3C4-7pT5`gMh@9{1GO#z*aT}nqP2Fm5Oiug3GGS<}}|TcHase`x4PS(tgURRZa29DJOcvf?Jg= zr*zKgbJA?RzEw>{J%6D!EVb7qV>zSi@7}4SQY(K^8(8+lIa>cf0qUPp%SWUCe&PlK3cR`xSh_a^|E7)Kc88PA(;QQgzYbid;F zW^y0+s|S^^?bzxJ`&?-?OExI``oJ~us~tlwN3zW?gp>O&`Ve1AxM%7;c<^kAM_LRL zI66{Nr_bQ}9)ysbOju|TLMzE_bolA?BIR7rEbcrP0gyRF=-c;N0Zv9ihq^gdkd%33`8mKAm*5k)+(ZORvfrg92$W0 zeyJc(A+4iT)T76?j~7xW;a}NH=1IS@_qhMe>Eml@#2plEJi6}_biMW*0keI2A(-T( zC$phns9m*kLsz?T9l50Y=YrQL4HtDR2Lvu5adcdIr^ z8_Y{6%^mO*)&fA{X3EU=EhxC&BDhfx2#D=vC)7y0#A;?*ofjBPZn6LZG-GP|A4nBw zWq!85p~Y#-4qHc>3$yjKbkGJeeP5TdG^y^6;DsF`W?Vue zpo?nWb<|+eUrAf4ZTH*Myi*;zaOQH*c+juRVIA|kNI@=?7^!xA-%bp=SZ64-tzVpO z|2^GO9<+3zj@BvI$+D*c@?!tA?Q|yPo(p$fmVxPl-_VFBPnA@PniCUR7n$idwDXLo zYAs&PsUD@9B&Sd>Zwt1ljP?4`VG)6+tz8EtYwrT_ z_iJnX^D8mg10_)~>w{^zD-o~(Urg5i&HQOh@%w56)xu$nh6m3wUzP$7{qEP9z-NiK zT}pqnZA&|#*YyhH3I+_LP+g7a@2OW(4AYvH4MvxK6?yK#Ql9%R*h&YaJ<7~}*zEm% z!rW{&{g*ggNd%VDhC>vC$+ky0G(1!-6d>u@o%p%#we>VJ&J35?QEbJ-6W86+(phI> zj=%;K7p2FYxqA4Go*mD?PQVlE5RLv;{ltp<9)@sotC*g` zUHN$}p7`bPtt?1o7#UJHP(9n3xY}6w=Ib;P#hQns}&RwN= z?p)U|`DSt_0G>WfP=dy%E!KUHlDiOCjS4JB1#V4S^b(@rj9=i4 za+KU$z!}aXMG+ewqtrGNAaqI1ao)UZTWx`w9}N?O!rT0?*VRqz@Smd`mMlM34lK3s z^7XXw+hzBt%{*w*`Z!{F3SXlMN#HMbIw{37I4mBMRn_x(`#R!4Lfr(p(84=7N+pRZ z&u!(90FvD%O-xoCndcgSZoE+PGOP<&;ITp4JmBS>r7}7(kgi`PQ`_2{+O6)nu$irX znmQ7duRx#wM4ggu%^;;;HN%`3UbrBS(N0%$&^I|r9tpH#Jq*Yf)TPS*C;F$b|JV%t zALah)V&u25XS~d-PLfNq>(hej6;4TCo67@}_3D5SY=>@3H=s<# zqOzW)N~Qg^0)J)sQ>qUBntGxWaMsXmd<(ywbV{iDfMe9~g`3KTuWs%=I!?Q2DRm?n zAUvlM>JqZ(mhT9V$}@pv9@rBnh}nh=UGJJv7}rO&54Q%6Yzl=P3i^1YOepk_-@_xW zAO>C8R4S*g6Jy!hiNjV%uA@JzWlom?i~SrJz)fI}XnsvXy5Mk=lRk4`#|66GkGB{$ z|Ko1_V-t~iXLqZ0MK=Xr9r^Y1UtqipFb1A;ba126qW&mZ8fvPSZ9-nJoI5ht(Jkt#pQ7;fQi_lRtSZO+op+!{5 zMZAi6)SuG&ex2XYQ>Z*c;oX@@uZe4;$4N6EY*YYV{qqQ zV+LD}WNX*>uYb5iE3B$M>+nQ%+!NwU0nO>wW^0ePlxnSD78NbCCleJA&9w}@Qm#D9 zEC`;O+r4MpOFrNp$wy^xg-9Q~`MUc?W_vvOVZ1GS3szn_^^ED8x6?5^xE}5$+nb8n zp;f5)5!OX^$Lq7deZX`-E)dVO8lGO?S({4jyiiSzugvs#-u08+hXo-fZyM_{91rlxGaGl`ld9ShNkHy*Bp72I5Wm}XE@dVxId^Tp;9DP!%pdk*nxdQ+ehhf$Ezy)S@0 zu-AOIky#pgA+4a4Tg&^g>+`~&!PrX9x9Zvt(!T$M?dZQz&(Q!Yl(C-!uY#JItw`^BAYV#RbK&MH_7(L+DaW^cSxl{;&kN z!dlHl4}9n5-j+zQa}U@w%PQ1SRFdiukI^z0M8Y(GxyN}}&@67M_F+n`sl1Ajc!Fgk z;6|NT@lDGPz7E?Wq}4RE0%l5ht10(JVI*Vz!_4UWUQLeZmy>j9Br|VnvQT;`#`Es( zVWqCBshFw8rfRpb7pgS=wZ!oPYew0MuL)aS29<`)UjBA(5yj#5)FW};FI9eH*mNlU z6k#FTY_Q-{kzcr?Q@FZlBF>Yn+cw;}QG#2yuIx=xYr?hr@c0EkNgmg5jGLT`{i4cx zrn**g}?If0uLj<=`q^d9nQ~_F>h4eRBFiZ{|R?N2EJXoOE(UQFC4{e`Y8pi7zmm3wmDzSSR zc6Q2U%NBBIIrjxNqiqz8_NimFRL2X4V&9xML>No)@|mYanLkOLQpC17&7cG z7P;$Ncs>4TmVxjGLjeimyt>~YOOPBq)ixX^NmkbA7?`GGflLnPI>pgu865p!n0=jy zsW+G480Ij&YHanzIuf365F{&Zj%RiELY3ZsyiHgmlh?9Of33d%g}xAaRXh{C%-_`D zn7RE$No`^0&K7idZ8^pY#(Qk8>v;)r+orbqKF4r{_H4MJ*<;f-!{Nd>+it>&OOU0M zqiM$@PXUy*_^&d(ja@@o!|~Aqqg_f*y3RrB-(!^|3w%_Vi&IUVFc%6HA`PQF>!!p5 z%-!}Jr|Ph*6>qqnv#f=exV5p@gK- z37Hz)X**~bSZw}MsSHC`M0B5!Us6w()lNk0hsNo6$7+K#k0&a%$C4TbgY`EG&So}{ zyI}S)HGu(s8-s+f?D36sefo=Zb>4~v|G9Kyp6%D~DFl#}fz zZD$2*$Pk&Y6vQNbW41^;8uB7O=Rz9%y{Z4pV_ZAp;sP$qM>1q%e<6%>vX#FO23FZ* zu*Ll;9^NZlr7i#u^6t^*>UXC!_l#9KUkz)`*Z@nvUOHuSXq8>j!s^=Bs<;#YuC z_^aQt9v!4MOruCQro@D_*L2S$d6htVXAZ~w5{57G!vHUsXY^eSrK-gh`^$+CVNCgzc#wXeP>(rscXDyw`T$Y!Ztt{pq@}j ze!%oW5ITd?5|HHrjskLWioSzAB606L4cUq%U5AxsXW`TZouf4CZE8o`NPv=J3ur6B z)&CZ0>jPB3G^*+c=tgOPy0t$B=w1IQvbj}pxCxL6=#&3eB(>YX14qut{jblFeP@r= zkR1Ol5(RYc1Tvk`08)CKL8jMcb}A14D`Xz%9*_yBv(5iA*}J=Aw9|m7CLl5B--)F5 zrW{<|3?n(d5T}M){#S>)bBNAa0T`|~b-0q$aeo025h{g>@Bs)kO7xJja`nw!*$le5 zU?v*6NMK(t0Q;Iw-B%p2ue|`_CP26_`8%tB8%?P!?Ww&x&|5(47zi$9$lu2 zOi5!nsjTygF)jD&tG>aRuV}l?8QcxuP4zb?YSZy@>zf-ec6DljxsaL zavrPlU`sj1RW1GsI+B(^%!|hzYMQ+yo2TfrKh{uF7PX`rnC)jBSM3-PnOF5ofZLbd z+x>|UyEkxKkIPER@eK1@vWUBgM$!y$8c?6Lq*&6H{UHXr{CyzM5uKI%(v=$}6tXXH2_!FU=*)!B_4Qx_hVDpQKsb-$~Z3VGzg!zqQMewP)D$|duDSWiOepvKi5ca5P+ zU=RewyQZ|hCMU4SVQHPs+84;dA8)>t5k6dfjTvN_8vJ2O8+6Ylmp4nsJupy_UE@&1 zv5RSx3~=H}`(U=dszI#*12x!5nU?WAYZ7w=g66pS1Nd^cGXZ=o5-+kF7^bulELo&v$axU?hcwU_28Bvcli2tGqMNH zf9x(Mec|Ot=KEroYyXJ^s6E&cnoSA>^UI7$IgfQNuYC&kbjgk#B)Yx(ZHdj5LY@Ef z%qC9Yt+};9+{!S-%9F49U$f^GU)v8eD;u7!uxF2b>-(+`S_5w_4llhmf8$v)Lxf(g z+a<`*U2cXjQoUeN+8mo$d%#^;4y)nzx%P;F?xUT-A* ze6lkyUiV67X82i~H`VPWUeV^5OZ6jn;fqTCb(itlxyz45W1L7%$Aj!rNAKfW4M)Bh zCrC!f__dedWLl$6%Kz<7*p`QcA5on0QJCS{mAgwl^i-`m*YLK) z)@4r>$gFW_;|Wvl5&5fLzC*JXp{5+w2BC#l;o+O!{pTa%;I6NsTw7Im7Cacyvr=bl zE>noH@tQ0u0m2zsO+BG;qu*pTdHd_WnDp`vl6X#DEbP~rPz8NO?y)sIGrw2NobPq9 z>S~rUT+=cpda!wHpcm^igo$7rFjFk1QR#|Ktk8?Zx7#VXoAmkSx82QnbCY7Vy9d%t z^l*PO*ax|$(m9*pJk*V`xxtYv_-c@HeTvB%!ja~GhcVjU|6Wjvx|BcoV`R&-j{J00 z$Z-yml$E}#sh98$_L_tERZDRhVNo9StKAkRYJdyd{hHr9xMl`P?~`t+1-`&gH7xX$ zMuKmCa{#?y+ZD^kw2u$5P#~|RV#N&?ovd<2PVR-dW-pIYr{DX@nU%FWwO)pi&!2G= zhbcOPL7jTUBU-bY~XW867kxb1IBtMhum?oe>DODVILTVw*7)q?JzyEzMxPB+Ea3@j-k1X4j} zfRMq_DBZ`~Sg5oaJ~PaN!4e0HNY30+ARR!H=n_LkAB^nud-#j#_>${Qd7 z)@^XqH+bP3g>d;mob6 ztHN8`VVoXCy^-q`l`C)chmQM0SAaqsLEzmGLesT--VWw)FWed&;%;2M5n#UY&>S3J zH}$42_+d3kWyHfa(nEw7@@V6sG3dRT@b>)45QwZ{TwjQ9)@=x7zmoKphr@B2OdjQ> z&=cf~4==3fKQ;uBe~xGj6$?bRV%jJ-jVT`xpj{%PDdoe+?O3Oa@%U+U4}8OtL}(%r zf&?DBV0cH6KfC;ykQPrHHG&$iC>28<@!FX3+F%?m4&zEZsLg2)e`GeiPAEgvxoaWi#z=6#Re23zcM9kE17MzD#9&X%h5n zWU4KN<|Sz?;CWDg6o+<9MQ@kMTg#Be@T(M+#il*9Lv)bn=Td>~s@F|T5lvI}V3(@m zQfM)%3_mhva?O<4rir{=j$f{By7^#IVIPMF{+wnG5Xo71qny8$om~7*ZdI0@=(5B} zT57d&kn!}Dyt%2Tdk_k)S0(L>bVld+TY1(!U|S&gaWP?smfWJ_X${hWk!IvJUc-;P zjJ&SdTW-MRvINgL!t%L~rA}csaoryGXA#PG2dBHKkq?ot<69=F`-(aqx(^ z4a9N5wFw>xYrqkR9ekFy1}RwA0TbMHMW?x3!7^Efs>w@Pw*m!tipb zHPIoJET8gRD#_CzKx+_ed$It!?AM)RIINsvGMpQeuUP70WHDK?VTKVhn+twvX_ixO zkW(*}av!M7^-owgOjsZByr-Xb;^j)=h{U=j$uI|*kZbhaXrmJ$-j6V8M~J(~vlr+v zg7Auy@MSJRg4B;aq5-}(AKN(CNhI*G;Y?AcX;B{jl~q`nQsR1UAHk!JLm3&)cRe{+ z%jvG6g;s9qv}vtk`Oo+|q73>*<9CGP5{Ch${TOM-_B*iEk@!Ym9{jVTx$~!&mT89f z*t=zYZmMq#x_vvq6nWiV?#*E5E#&=DtlS&q#GX=SihS2GQJlQH6F7&=UE@wn+r`)+ zL%nH<<4j8qLXITwZ;QRslelH2-ij_GnO&Z1YzdUOL4!T8T4*Xc)X$-O*&GKH`7_-x zGR~Sj zO$uaDfTw9`IF!-=a-2TtvoY1UySI*OgO#p>8huG~Yy0dJY(1Ue*al@21%cO7Fi0bC zUKspfduKQ-ikFO?YiVoIrfjZFL-rQe_FH~55;wQzNrj~qw$@3xK0aw1;3;0iU1XP!3k63; zwa`Ko4*L7x!Ndb>PpHqv2}%U-#uTNk3%qUt58fyDiEm87gZGH*WxcsDNHFBXHo24$ zI6}RaHw{Ggr@$$jEhO-UMG%=N1V8X3ER#{QxGAzbB+I3VIPhevhf~MU6cV$#-d5k> z3(EVv>Jogg6&E2BO7SABkPXZMhfq#HkcZJqAtHFXI7`L{6lgq89xes%tfF#_K$CDX ze)7p4WWSVmeHx-1*!~0wf|wH5@sr|dyhl<%2QUa3Lf(s_%u|SH2x)^t%q?XNBErDR zfd>a05dWGfVEEikXmkr?cAAI00RcG=A(+YdZec9paYyspZy-WC|*1k0ngOAx6P!!_j=oBhY78HQ7QN~k<7G%VzVG^?@VH#p&{^w z)zCH@u*G=WNf12HXV++&v>64_jQZFZL|P9P9i?l?VdgJy!=I$gw-5|?c5uU?`!X(5 zP5%4lbBMGiXEF>0IoRF7&oYZW!W`O9Q*JVW;HLY_If9;Fk?Bhtn@^Z%2uw=y(f-($ z1f7@Jm@v_Cwg|R)9?cuI=7#KC9X%o4xiaegBMe)kn3||0R|Q(9Ip-DRh}u{kO;&C` z)123L3@7-!-fPxaFq-3Sd zO5L=oc^VrkuOz_CJk4}9ziz!xbX7?YF%Pg8U2fY40qnL=fW6J5qUvC4lZT}%er#6h z1{%1hVo%`PLgo?QK-5B4#oKa&rj%4%D1|%4B3mc#eYy2=0!Mg7;93N0HCjbZ(9x%T zG}Uy~?#D=KLW1J;>TZ{(jwvw4) zMXtvwDZw(r-sP`)v+3oO8?ebjOC$i(%P?6m6d*cvf` zu1hLS|L9f}(NMTw_A0^8yH?012W`8!q}i=04!bVd_s*TZj8#UmPjsiXdmB43QNQKu z*=7n(OMpsN#JR+@fP^}9ajVfSAlSH`X|0l^xUG%I^yN^9c5G&G!<`e9iKjYFDDs4G zs!cW4$$i)MuG|zw33x&S>_wu`KtGPCz(Ovv@e{1>>zd*~?<%2ccZ<}dT*>k{kGhEB zK*M0+bJ>ZQ32xvoLm##rWF~5~( zplust?$i`e1B&%Yn>wsSO^K!}Thu;v{=R>`+h#{UWp-cP%g;wY)Dl zbJe9oQg4{29d2yQX(BhBRnnKLj0t43&#rP|7H#-Ruu&xNLV}+$ZiB$V8(p}amVKS+ z$fNQiqsjElPu)1Nf4^+@xv`!x@}Hc4ESZLhYm^TKNKnZ;3AyFJn5lnU&q0Jb#+c<%o3ToCmW^YZQm-jA_8 zZ(Tx3VbIE|rZs#RHh}EVVD06hGb?k~v0ayX}$lvhE11kVu z9JaYxXu~xHH}6iT6-4iQcNM4-@Dw8eoI4YW!|y8eoDJaKhM(q1W1oZ9R_%3?Q|9`5 z3{qqjP^x$bTWdQtCT~~o-wpO^YYPB@v9^olS}7_1e75MKYib9j@Q?}*LmprsYp757 z?`LX*Kwoxm@7QpvyaHY@t{-SOm35`7bu3@k7QLFt-M9Ltx7YX<17zEyz$`VPdreRf zXRI6PQ@Qq7BF%g~zhfdb2`(v_upgnhSn-W(LnkV!+tw(+UV?yL-0ap|bmNTKE4r#y z;j;P%|G`A!)jmyNL+YrHL}x3Bv@?R-cXvgB_PZ8 zM{6-6}ilTt_>I}UKZJVstZTS@2?mDtOCsRO=R0$&5i)=;-(rC?{m zaq-=-0ZG~rVQd^3|7zp0SBm*Ml~Oy_Em^)(v1ax_yS4mbuOxps(As$*+xn?jT;8ykcTc3P_nksa(S=taqMWh0WTUxD zCaka1eMrfRu`$TIHrIc@*6Z@8l{K{LNZQI;FkfSk;U~TaJJYva(&F00qJ>HT?s;fC z8v<#IqV`k(1LmynLP&}&(cJcitGB&i4>tvbWb6)X%T$lsmYKK;#W+ZM6v zYa^pV{uCtt!=AE6Y?Q-+_+g~GYW#M$Y+OT+9C z+7Xi`@$Ekp$K6(5i)r|NAOX7uBCU%PTqp;F=;@$?O(@g_LO@Sb$WhA#%46|h@+L8a zo91BuqVhf02d6fs$Y@em=wY(=Ze|*Uw7rK)IteINWX|p5J{w?oV35zF|A(#j3~TCn z-iH%H3lK_x0HKA@5s)rb6Kbf2A_k-d5JOX%AfO*Z3kkhT)zGU5h$uy*g9;dWL{LOT zKoF&=VEM=I@4B8>&%67~&hFXWY|hT!J3ISn2CXS3^Yrg$^!j&C-jn@N&)s`BFC4#P z<6~H5FW-9_{Q6cq7_}@uJ9sjPf7%&KpTGU|+3j!V7)II8JAWDW>)+#_lAgbQeg4!f z`EL2ykK=pM-##qYKEC(o>*~a4_r2Y}KmNYG{p;)M;DdXNF4|A^O8)uwOd@0V^VJ7`-o0;>Kz;u3`&Cr( z?_Xg}$$t<3>@y7e*{$2pVh?9hA5f2WD#TQGf4@5Y#Y4RLYx4I8U;c*t_$&EkzjEo_ z)lcVc8pS2hlCSmL{@e0V@@>!0h`&FFJ>UNKXLI-yW953g_hb*r{pq{p-_h^4cW2I3 zpRV|O^ZUXb&vP4}cYc1XeReD6#LWKo?^pjlwNLIoBnn9W38Q!2Irr}O-rmglDCaHo z*VdlsnE?N&^#`6$f3|k49{ET-DCkvw@S^0R^GN2r$6>4T<;~5vdzsf9UOmk?Ir#8- zy4SFmNAm40y{#z8v$tP&UOT^uKIu9B`tn^b^S9~8CBGh@PHa7G_~-%h9OBhN=I`Tk zl4~ZJ-#KA7>yO>E6HW%l)^qFk&ss)5;Y7cG{d^I)ohtWR71egy==d3DRtGc2 z0tmZ6>(FY-RXJiTw7w8#Z3n6JHEOoa&;Zp~sVYlMAcukzHe#B#*tlCr zPC{SLvlK6n@+$VHCu}L?>Km)+KsaKt;+GvP*pq6CNJfOxD-NuzFZ#4)w$UF9`2|E# zt$`SN0=5*K0-@5iyIVd{^|!0Izp*>XcaF^B=ZA{s{PkEyF z0xrR?e(DtNs~`a*e8`2BEV#TPJDb(Qd>Y>%15j9NlEPE;$MR>TJdEeilj_$CIf8)- z2^DC(V!w()JIjg$Og*Z?Liv0UxvUZo@lGU#+1Otq<>%cBCtcg$Ly`dDrF>ie8cE&wFe zPiUQL-iz-~usf*Rt5zxps+L$k7z=3&g{^I2R{v<%2pG(_!X~%8L-rQT8tY{{+@WY5=L+ z;y%(!0-wcz?>G9z5z1GI!?p>=nfTC68I&1NOQF3EkT@*(7C%F!#p9OPQ#pI$<@~ZO zwxOzdz1DyvmB2e{1y4_<=b_^+(uRtQsTzbt5K9P^qOC2f0C16EQO=Q@pS^(vNCW$n zgS~BSm96aSngjd0nrlRo&iZ~7ZzZs>kveIrWYLl@~Yq@XVNAVqXyf7dI(l0h~q-o zR`@bxzVty2nA%CM$zR9RY>A&a($K^VroK~RsvNWgCIIwI8YE4bgZCy2IT7Lmsw6Yb zQUNS105RbU0*DPERRJZtA6%xd=-#h*SqQ>#VfUptFTP=8yw&(J_mrkxzj(+}T)g0X z>Jt`;C8iW!S>@9nrX?ZZFLCcBd<9S}CY-&dPUQ5hr3+d%XfRevyD8k$NjJ@3hT%^@ zy8I=T@jZY`Qq{zr)eQmnLwHWumrb}}kIi?f{sz1=WZ_d+^Lsr_2KgMx!gaxdr^baQ zl*QCL~oy`af zw86?yFO|5ZUYQ>)6;KzS3qSr-V!AO+H6XLxf3EfF$>{2kKt-c(#!1*q;WFFvQa;Uc(TgVn z>#;=p0V~zGcUm?#df3K}4e5v*Jf_8#+;2f?{LW#VziQ$J^dSPyVO+mzvIq3j83^*L zrksIhFZ8nRoB_|tt`Td8MydG%>+l{*Ml5lpGxO5O)|Qro^K;$Fmnzbiufr7^eI-6c zyu`SanZHmH8GC(IM6vN9#zmG>?*zg~ht)Rt-dn#ps5_@2A6IL4hq^t^bg$Pmf=}sn zZRcAx2UdeDf3^*&l*74Jc&yedC6}?zcWTaT2B=7&^F{gWAP1jFpgHHM*Bc)TrUvv= zVP_96>o(thNx+wxah@s&s}B1IhqsiR!>U)GSvECmcg013v`%-9SVgNjUu?B?Q~F41 z?b1)pyAU*8VD%JV)ijB`ENH#y;D079Z_cHv$!`lhdrkQN>ioSWP1O9wma^T2)*RKj zkEBqgAO8t>A>OG4^V_&K{YRZ#brKY9uMRkq<_KgJ96*@9Z-^e%Ha|0jahZr<`bo-e z`@kKs_kwlVcmfur{(#HpdcN!I-0`KME&VNY0QRDpKw7k~_#@s&wT(!Qk#=6FsFLuPaTfl-zrZVX z6YXF!d#Bl7nC>0Jn~xf<390vw^lAZd=vNBH4pi4jtz3s-S6H}X;>c**eUgg#PCwCf z_%1_Bm~Kd5%Ys#lKo6&4QC zBkBVTrmLIrUhOPATYxR@MQyIM$Q86W>b_n#DQ=3@unv?KlN%t6OZdHkW%H75o7FzW zaIl(se_RLZA`z$ln2`JEk+PJ$9Qeb5R!MwyLv{Ik&y2Ej9nwus50Ox-u=o9tv+yUIpuZa>fz*+WiuWKRM#?YX)_jGrn zYeFg)H1jneV>}=z`f@7iw#4AMEl^7OJDau48(e?ID0B4d6Q+O2r_qo?3}~8DxR^C< z7+A-r)NxBQ8|^Lq1Y~YN6mFl8YJKSwx-X6rCoV&d_vFCssx zBe;NEn}u=>D8$AF?fi_go$XbkSUTm9HG2&iD>EGA6~L5M`k!X2t{Uk!J-ZiC{m%3Y zCO`_37@kr(`jGJB;@aUGEog@Jz8!y<>DCyF_P)Ff4$G8?$~FuGUh`4~GFI>Db*&vy zbAP~KeJi3`-JZq47YTWpzEq4!K+v}Pqua*uDNuw!!!N$40e=&jy|{GK>+OF^$NbBn zVMPp4*tZD7G6hANCIl>fZ!S6~6<5wofWG*}*KHnOX@@Fl&jui6SYJyMa=lae9G^?0 zzpyV>(cca_ZDGdchMi}tr-sz{xDuKm?Ut>NlIz>E5m!LL4&#$0R&a`jPRK20?;;Io zV{X#NY?CWUPnj|5U>(^ffVTJL>18_v!qv1;ti31pT9G1Cg?&c4nR05xDlQn%oB_wk zq%v#HJkgK84dWkdB~?DrUp9gq$Gcd%m3=8=z1e?5t2v|PG}JUco83(u?OBz~tS))6 zmM^r(~o=P}Ddt&nb{D#wl{09DdBO?HO-@~%fH zTTUGO3h2UHHcY&b($s0w$QBNB*Q@&X(2?D?bw)Y4-31*q;v6G4ZF~?<-`qK$1pk#Y zqd0B6cLA!bnbZD(SDD{mN*V?*Noo7=Lz;ms_U1 zi_M@F9SzRx{Wc9Cd*p-}GX?mWy|tJrZj7O9O0|O&q?WI`2nRnL*szfW?i3_V>6}WN z#N}Q2|6l>(9}EG3DbLx0TrXYV*^0L@DtOM%zbSP$9*PZg*-I`aCBYt=7a@I;vIyHY z*+q=d_>x$E)Iv)OuI0Y?Cdg_sb{ZNMi^v6OpQ5&Ur)+wV-A!_IxdHv3R1ZJTvE1LQi9ce7 z=hzLbtIV5eamBC|ijI_%<)+Qdm9^6*0>$K^#TX$G*)?&5`zYJ}YiFuHi!F?nD(5$( z&R7K42wfO|j;-&)!0OfiiV0>r)_3W~R*h)k`vEEp4X14A!x#1t{r`hOc=K-*Q=QEX zgHd@q3`%84!32>Z@w}DQO1M&^2c$Y}=E{Lri!mpC++*N?)cc;HzgZR@m+fTnyJr1D z2EG57>c{CyI~}%{%25{Q$63Q?0J=dUv7D$nm_l&@bL3wOi0(+)t2jBz~C!l zcOSe9y)}4vGO26$EYAGD&>B%{xfjRrusNT8(1(wf`>Bp#E7ZJNN9$hI&tb(#PCbVb zHTSjWkr}ghX{3!J`2$NgF{4%WRKOd(n2N*w$sMsz5zru^QXP9?p$8a_Et5)iL7n}*Dwib1!dA8EG5X}oT-_{H1whhR%e^}#tjXx~ zER3|5fyx;OB!NT9{s!}jf2Zzk8G?}9G=`3SX*)PjXn#O67Vdje0VsCa=>IZM)Wzu& z<$gxx)^K0RQS1JndR|j3Pz8!@olDvZTs7SMBC?qEu+U=+P0rFcS9h6d z%7mK(B?oq3q|3O)zW}J@m`W5cl!e#sN1-}r7|d$Ldnsr* zOZYdFiBeHxT27%)ytI%6lS$_1MiUF~*)T1u`nyvvRo-wd=Hc!tVyd9l1rptHB2j>{ z@N8FTlZTXdtQuW31)?e1bbY4?H5w?NTe#p{Pg1>%_rlF zT&~sfAun|jUIuNyFbVnfc0Q(2)F!!T0vH} zqC@aMEYpY7NSSti*WEe@24{I2;}?s+U)@$4Mn`bgH_!t+@!b=b=daEvxevw+MwYy6 zT9%vB>K;=Acf3(1aOEd8wFZ+cDcWLgexO3bDei3}qJKsr&Wx;l=2|R|SMh_)3yEWl zvGx^{`RGpndy@=h1EEe?BQ|Z|^e+X+nVY-ws*YR(47uSsq1UoTg^z~Up+yd6_qUhb zyn8{yq9*@kGrl7+$~q*&K#TvfA9rZJis?NYlQ?$z-}udpP8@p}xh51XYOvpQehHP9 zg1y^xI`)iEkt>oOgmBC-7BkZDRt)zo_Or4lS6Z0!s6XZ3dhdi|QqiwFQ>HQ_j=EDA zCbRlAdy26YFW z%(?N0drI-cuB1V@()#C0YtnC4_m6pNE2rurKp3XhFuBpIfUZRPE^YL!H0As@z)z9G z8i6cl^Tf-6X)@xjcTIN?Bgsvd?2cdf3~zuJDcsM#(ZG8M&%q*5=CR z6Ss7Io>>ZwW~Isg;3)lq*daQb)M*;joB_;*j$}l+_!b=SEdeXV>lEV1iPpSqP)k%S z0>+m?W%d>HUU;V5W*soDWSXn6e;oZu_gfDL=2}fpR8C#WkvJt|cD=L}WD8^bAbvc0 z=7b3~{p`oDWg|PU71kOMVIoI;&yn3#cUHK47vnOZ1dwIKuHh?L1sNbtCc4Dk`_8|Q zBT+GYP~kGnA}1nsnW;TBeg2(+mG13iLcW|n@SUFd8BfU_Dc=I$Y?o=38i?rYD&;so zzWGAilwp(E6PZ*K%O2(^qB7EVfuZ5xXd`;24bwtWOC8UFw`1TgGB~qB#;_M@y+rg% z<9eW+A@>buW(3PJ(keG>z85KRUdL1Nvs{)__VAR9#4xapy){O$u_s5O8;I+Sb3fOn zTe{YD7E2@FTTR3nWShBKf=9rohQX~d$kg^6C}a7Q!tXt=RYFRt9=ZygeNqrY4!cV3NRAxO{G1wYsa$xvPC#BJ6}y(7C)NeTbk;P3TuQCH`){JF zb){TBBJWo*e@L87zn^slxo4HaB8w;?_n2hk92~Y`R3C>8*nFAA;lw*B*Xp7#s5jA0 z?{3~|Pu5r__U_m9^1lt0ewFpMd_(+1`|f)UQ5dF7sBP?&I?oqWtvE_~vf^54!dty` zTlrMql1q%9$E-tT;Fs*2@$;;Yzr(v(2!hCZsni)uW#|6*w5YAvtl>==m@oak;8+A` zYf_s3(_%~3g`O4 zRgZ_2kEu|SHV82WNU!B+zZo%N$n~LTUHjuT{NL}51FQ<2)$w9lAO-)sE#h9y(VwdH zzM#*t%58AzyZ0eQ2K8Wwabej=`S6Gm=hZuRrt)7)M5Im5I&Vq@t$KBrdg(r8%hRZ~ zZrLC2inhkg8Vl$1>dCfJnf0r1CPf#_EjRu|rP)eMN?d!VQ(fh5_n_>qk?gj*98$w7 z?CS~Jt#k2Tbt)P1mb=f+re#RVpk&)^75(oxE}h3@VVH*cg6%Bdyc9Rp-fjn7{}kOR z?`pepeDFK?Q*^()>lX%OKc3vr`SbvAo%WtJi`k?b*lH>j*;gq?cKMjszQV1$15heg zU0q@C9Y}*BIyJ7%ShAQ>x za)?I@?Bq>hd1qW5i-Ho4yeRoR_C&ZXH2Y#3^Rs(FOhHM7-6WDMf#0_c9O8TaZB0Qt zZVG@w>7Y%@bhQk7nnNliOAbF6URDyt4Mq3f0M9rArz779op-XJTu*bYA&h81v|$4Zw))```0;;ESs27Zi^h6Wlb>A%Oifs)bFmd`7zO z2adtkuy_I^pDGGS*uc4^wopYidv3wAWp@G@dFa=tOAnhlh+8BVhc=W|f z0FQ^DDvG+TFC5xIRWkq7gRL3Ul98!6)Mny^dN+?~$pk6N5wkUFey*#6u?dTGb~Zv{ z1u5|n3k%hnTne4ZYGFMsCAZDPw8DE10uIEA$WF81EP{&7aPeJ;De*oH4~7c!E()pO zLCC0H_S|ouc3iTU=*{pEfKz#aSGzRJKn%&k|(Qx zmIH@ywke>wEm6r?qO6oKhOBS&TMK{bH}XazX1G^mdAq0A zsb>x6#Pu8hgm#)s4*VO!<_%`b2P@pATXyOBYwp2zw?re4Tf_PB8|_x z7sY?3SYuSO;O42ReuA!8Q3tjP($s2$RCzuXP?e^JyQJMnW3>PJGk@Vz_u2v6tIP(|m zA3m;D#cLTedfnpsoXvoG{JZmAywOIs%J;xq1Lj@4`z*GD{j>2*SxN(YWpeYcm@n8% zUq}R}%EgSTk8b;xgefzwM!B;W*o^Qu-Zq}sidAFL#!K6h!6h{eOFm%0yqGtZs68QJ zgSMq(_`OH!C}MJNW&B zNh=1QYD7$XU6BB|0Veq`4zDpFYTAaN|LSP_OIEW zW`}5%v@jn^*FVjq%T5@4 zkv@V&R|J`qWoa3XtCxj@5p1lAZ!g7$uwmq--ss6rs4=7wVL`S~u-sFYDB_jH3OgG( ze4T2yR@6p6LC8WN;Sej7KKSIE%nVJ9?K<>T{;-7Db1kj^<-2KboWii`gxo`UqT5uC z$}MYLlJ)BNMK?{ihjVRA2dQ>JRs5}z_8JrVX+wYp7?>Jsig( zO&TNRJzE>n)4G5916gYIIokEP*0s*jiV>3i{vbC3-Z_6aa)|fm8gKnt@#CfN5H|P@ zpdvdE^xNDU?3-?YN=`wF+yBGA+%)VF`EKMIFo`XBsCWiFCIX+_)@ebqu`wu4e{ zZ6M(zS_98R{hmK+7`WOWOK1lXik{3@Mlx$dNxM8ygv1pHwpAZ3E9%?#l+(9FMA=Ne;Dxj_l2V%q2w=$c4g< zSFIA@^wU3JLqOL4BQ<~Q-+;C9nhLykx7F!c#m|)?+ciHR{*t35m>H)!ch5z+ySS!- zD@8nAHhJfH*+lY$_Y)OED0|@QKQJ*}iHJgldx%L51r-IfJQ#bL{E*8EVnt*0&E?Pn zv?3a;WJ$bMu6l=Ov3p(H;au!qVFSIRW!OVHebGA4zAo}--P6D$VvT;*JJ(0e?u^^u zB#!PV)M6h9A4N?_(A*#?9^`OHJQuUXnL>=_T+GiW{ed3R*ZFIjjDzp+=ysViP21#M zsQbMqb$$VZDyFn?9HyWzE-aaDeLbH&6s(l8W5&7~eT4$$RB=DMYx6eoW>9sCADr9t zysh~4d~YarkT*!Kq*#AjDOrXZDY9gKUMxz`0Myj2h_OF!TXG!bjyV0w_&CYcCB=k0 zhNi1$6eRy>!Zf_Ahg<(ua_|Z_4NSQ8w37S7=K7am*z$frz{i%^ta$#9v9hfyGdR{96hjh2lc}T0b7Kpv_FBuIPVkBkiSBU zw;>?wpue1v$^-Mk^?|}S%2IE*NvaEr)>bz|Vmc?$hRvC_4;8#*?R1_@YU?*=e!pFQ z!njCOiQ#HcT?_hljX`XB|40@e){G3cHW_>-7JGZld>k`uWl|a`sN7z`x3Ods{e+M< z>V(+i+oyUAz?scYJtZ8e9cJ5_9HcqY#HBQ=kX&37nv>{PPqGv-f5vErK0L?OMQ&}z z=k52?jD#PI3#cd`2y4HhC$L7>DDXjk;Mxi0Y>-tOzMOc-EujhZBLu=H{}ol77pT6T z=hxJVPVR$EAjZ{`(%7=tcAk+*Q=+JE3Vo`S970dm!N(3t1fj2RS zJwe?pX!bNGUf2I_>#!HS&Qow=fre76Bc&}~kYbmg(ColPEIvtB%lJ;?rFpXxmdu0~ z77Tq--)DxtF?I7CJogVhP+*{EUJFA`3c((X$g99nlB0q(Z5^6r;IPS+A{XZ_-QPMk zS2wH2V0kjWvG}*~BeC~GYitP>?ABOjC7sC#A?<}9@f1gSQ)+;ZO+gXFK2d^SD%*?% z$+wlEx~X0HkjU(>=0F9obx@zP>=4Q=J8*O`n*qubXHy$7aNA5~QWo=h|?ljtN6f$OJu0 zsxh8sYUPW>i%>2LayYVc@TF59TGbBHbkKKWswdQ_Pe?{)3dQc7bMSC7ro1kF!vem$`lERa!($BB!oo;Oj@=H-I&@#|se zujW!x;?&tFizoZScK2H!O&)JLTD+!gX4wm--sCsJg&Q-iimaG=@c)#Hd9s$sETD`y z=dxC^0s969D@0kIZ5TT<6+F!k#lp(moU*S~T&lk1YDdNr7g|#05?j5E-O5N)DUT9c z9nQLmOQHl%fqjx}p6D;4E~LU(PqCG@bqEyk{*>*~RC{(}ekdwXSO;g_+7~}|4B9Bp+Q z;n_s{Np z-1s9cNKIq7q)-*S=#|%Enb>bTQNS#VI7Qp!sC%Bn;4@g@?x0o!+l`-<23CickkvA{ zzT|5FJu^ART5Vi(^!U-z=Dyj%rFeV$+B$`S+Y8087*4A!OD3nd)kJ*;$st=prdyPv` z@t1VLOIeo~0bNFo_q75!JKaf3Irk5JLZj2HE{k2mBOedNw&cM>$HoMNl1tqdIvz@h zDh>+Pfl8`g>vUEP7gxpon?}*?wyOTE=Ap#lHGw^&ItST6NC)1Znb~PtCC55|m(u_* z<-&sOtYX#nt~C;FXG03JekZ0}gzBI}v)!O+5bUPafSneD7m6;<~OWT(gsa_1a$kxt7RIAAKVI{DoQMbC%0DYfXu%v?<%8 zD!Fv)4Y{zxNe6$SZPJ{9&NbmpUC#O3cP;p}Z`$5XfNsefFN%{StlfMvdy~uaMh{cl z|9h&0k6TdtpuMetUhW3d>hG*57@P2!T10=VV<#bLM!cs8u+$V{9eq=&ZY~k;Uq!|OA=p|dNpR2%)GdgS}6^c7h|uVsZ1 z@A5~lsMs)iS#uobjDP=^qcXaja9>1r@N_`ahSf$n4gBDz4@wPb^+r?eg8$=sop8!MWX{a5OEhWq7=bm@sqk(Bm0j1ic1J7mCa zU7R;tZ9bQ|_Koi52RS5u+>g+j$N0qi~Oa}o)>o5F?4n?A6qdw zQNkEm+VsJfQ%j}9&F8i6w&!-95&vs>y#j*)7gjsnw6)yUQRReA6=E?N`^5jC8=5xr z-c9SgX;Wb@?lvst7J8;kG?qc5 zZtbqm-8yRMF4-bWM3ml14OPKOap>6IL#Cm>%|Y-vbIbk6Bl^t?{yyt6g* zKAn9T&$|!xq=5XASpMLDnZE5Y2)RpDQz8dtC55lvNi8DN?Yy?f(IpQu3jkr6ZlwV^ zcUDdzw!lBD--O%lef$}}3F$j}{g!a+O(*4qB2Jw?yJwwDPK3oIMPoxHU;DgS%Dow# z_BD|??}^MULsMlp@5ca@HuEdkC_hA5UFh)PCiCKC`oX8ql}59KzbBLK+n>?_tg@%Z zkc)n0YcD@I?u#&e9?tgUm0bakFIdE~msI;*ucELlJkX*g z*ik7UqwV5Qm`>pIC;9{JMon9X5KjGI#?JGWO|IA*rl4$JQaV1&flcxby-Hol*Aho7 z$c~!+uHajAjj4Eq-mcT=W9tnTH3V6>{s$W^rjzey%JFqHO|0VhKbI%+v2H3&cD-E1 zwa=UGUfXt~>7To; z#op?2)p@jd$T)(Ie4c$!FxM)l?#L`Eqo?z7Vhfjxlaho9T;$@rlI<1d9`eHP*1mYj zN57W_-zV_vDTn6(^ois$z^i6YWIGm)mbTy}bYXLtyiMyc%@t zQzr{U<%q2VGocfC_fkmwrG(EPPWCS|59sA=q;V(HaN8sV@ z7Po3-tz7r6TeHJ@dOfRlO$9%#IQ(Oy@x$M^K92J(!aCcp-c;qZT{Hw3#NChrZcRRI zUC-oA$8Kj84ZoLF#95@9^B#?jZ+*={e3t}4{pboh-CJDWvn0u77%|c7e%EhUGI$#r z3;_+!wc1XRc?Qq-Pao@c7aG^M@*cbzGY6{ax3d9o4H2#a9PJ{MHg~QoqD&FU-d38+z4J8A@acoZHw6EbvNq zS;e(nY!!5bjTX!n${T~4l+3C>GBz*PIla6S=O5pS)qa())|`=n`SuTrstX2~n`fh{ zvVz(_atd+U2c*rO=bIU9-LD-Ih7VMKd87Di=(}T>!1K9I@?{NaT%8FxCS~N>j71n% z9GXeVL70#tq=I(yX$BO>>9)zH@>_d5BNpH5Ues>f&cAjk5L=iI;hqt~y!-G-1Es+ETAO~Y{*V|kUAx&#csjZ;u>){2DeAqwZP>(~tTJ{wy2V|yiBj}Q{@&`guVJow1NXuiYs|QA<(skQ4Gs&ysE&njN-pQ-P z+WXG;$#Xzfr>4Zimz{yCVd+JzbU)-iw?J?UL0Om5YR@tKy=zzIUUY-NZ+ZCJ2$8sZyUsl?rS=Rv``m93eN#B|88#U4MdZSO_OgYxD(66Y|~Lc!{NW<4Z&z9c?W!^ey81 zt^|N?&_&Q7-z=MOt06nF@}sFTR|BZYOP8HEbI8B}308|l(nJ7bGF_zR=ukVu;IJdA zjzSfL(0-ScWK;*?@COyE)`^h*2NUcPoV9`R1));PU$j0t@FNH!LdM1cT2v`K4-zjW zQ*{;uhaMrIFk@qhk_s?y8Xr~>Jfh%sJ^MP(^=58Py!xR8v^)fS73j==dCRonDjISX z=no1wTZPAS1|%3S5|7^!aP;^^M6S-t$eCgQIylQxG~|=0Es?4-mY77}lMZAg;|jr? zqI__|*8mAY)FB zB`*JH>3LZ9oZl$urZbdC9nHGkIdRvd}P2a zC-JzT|1QJ8GJU?Phn{sxGBN)wH=<9SWnP~*)YoBhtp98+g7cm`;1qKWT$v)W5n!-F{gp2<4Vn47{2o{V9Le?P3VJ{ z)vtrzegl2~6B<2bDkl8|SOv=lzthqcL*Fm7JcShO^(WkLSLINA=}uBicvr3Pmf@{aYz@X@Ev2wI z2`=;Gv^@2<1MLJ1W02D^q93#|sqBnH2&EYDeRVQU_<)PQUb^&4F^rGP$HhkMb5Znf zC66JmG}Ub5q1Fulsqq2$ESciYuN>(yq-uoDFT}_eS2BCwxl6UPVUWU?T&&>8d9Nz9 zY=?pWf))MC2jE2<+d>d%pv|d>A?X;fWkgP_num=WX7n3S(VvX-nR<~y#GF^B zTn*zPouY7Uj*)HaJ>F_>rl_D$GRoLZc_ZOd$UmvlDtgubMbEUHx{I7TFIMzZG5w`z zt-Ca^UUr)|JE*fKdPy6a5h33UkUx z%Pnpsvbh_OsD48wnDuOmNBHUTdX2Z~?_`}IH+01@1j3iVvJ(B?@@oXYwka3m zmR4o`M^hU}E!+4)zoEBBMNPg!jgW4Z(-l*&EOwJO@l@|2_=5yy)42setNEj8V<VTC=pIaF->z|tgKuThTv;!GDsGDm;og( zPb|=TEn${vufhQ)rHgvU`!F;o^ z(XYUch0pXUMZwm0I~O{Xf{bfyQ5d>h4X%avw}Np+_*ew@g}|0O2~ejTz@g8SpNZ#1 zqRXc;bBbI+$0!2V^ovIZWk7kNUQgI>X+Cw^zzX#Zgk-K#>WE2`T~259mR0_RxiB~k zk4<0Gwug8%z?F^)DOoL}ZdPl(((0ER-v{w#k6o+O=xevNX)P-juCm*yt$!-y;HYy% z9sUxR-9KshsR8Ysimu2mAJHplK(AiMi)9f3lwbeE>A;-pOfo4!7a`Du$-qlw^YbhS z+rV`%qey;(dULB*Ek3Bq4UR+#ok>p{!vC4!Lck0DgsiF&Nx94*i1qNE z{b*i@DZ9ZC>yasRr-4%aZ;=rGa9;ja!3TPeR(IfX>(unb`ymt0oxc>96($rYMWT%` zsB7rKA+ejB^sUiShh6uF{7;!>LvjEr0-;v%EGl_6u_%hfKlmLnV_RkVil#OdPq}L@ zVzH)PTVCzbGaTVl^BCn{P>!!Kn^B&`;=MUmff`-uuD4$^c1AcBDVR;2fS${#g?`{gO5R3!hII#_ zQ1~WC-g>#8Ne98tn`T^*rFsZ&lid}aF5~oyfN;8-OkmOkhdXC@HJdWpFNfcy?#%t2 zXgS|gZIz6GQ`EULFXu4kKsdrx>${y%n`T_xhVE$LaFZ~<&d-+iC9L}5O|t#yqG4`r zZTpIxa4=IZ$@k3c1Okl&^YZ2tMqWjO6(-Css(%!9Wz%`g4Rxgyynx&XWl?jPwYrSk zq2btgMhman?U0Tr6Fa$yt%laWNk?FT`$9^twU5=>E3Wfct;hi14h2K4Q_QAOOaZow z{v^u$Hz_vJZ-N1Oartc>M&`1^t2hKOTSzU&>y2_jC3F8IRqNIpLIHOhj--1l)-hh^ zOb*8A;v#4YD~1MR&Ug@EKhF54;_D!7`wW&ZGrWCmvt23dy zgjMiA6M3GneJ%(VCy zGHchgA-z|<`%w~|9Q2-LQ`XdcUZgz>SB8{M)q{hXOH?87_t(eygd}!WjK^!7XYG&4 z1$iq;W1z;xj`;_zhf`;3-ai<-^xE~=(7Z*pP36VxM{SRKJs+Ok@YR4QcFVOnD@TF| zDJ+M64;zqpn$93HbZf%zg4qD>Dkpeyws@j}HL;&^Fjhbv2_og?cUb)W!{4FElFlI> zM-Z8(8;l7w_la;jYg@clRsb@@WyZ^$zXGn_yTSo~kAUzio`P}0tBuiX=BLX8@!JCW zNlpqyGy+e1Vv2<6S*dVd_%hTeCBXdk7^e4$|2AdQmrTXlg*m9PDYNL$#V)$uZxwZTYrka8YgdL0 z>Gyh_T-}2ByPNhGUP#-v-{Sfov`t&G4|qvn95Iu4NXZ`D#uT?VmwROnZ?>2&YXYP1-dJoP{vinOV&uEO4Y zp%;h28)p}Up|^aMm~^TSk~$c>^AeiLS!Z{~iXW8&@tH*?jMxlG+$iROLZsj6CFT(a`|mWA{nn^`FUbyCBN2BsuTd^C2DQNChh3$bG^R8M?3#Cflzk_q@IX z!hffiz}=c(hz!vnsT+Pwb;b*Gam&hICihEuwsV+pDw#;vvV#G=1VNG_tf4kXu4(VU z%sM|0wge1&(XzMvn4++`m-4Be8RzgZ;R|s?cy!4@xo!_FPnET{+7|cL%lBy;6H;+; zh(F0J7S1)xV9sMu`_JJ`_r7MF=G|m)g`-$@pUR=>BNlVgHvG#Fae9~LHv*2~bn@K$M#D zrYRaLi+r_v_aM$I<0G4z?j{}aE|)c4Z#{Rqiez^h1?m@b92ACMPvh?PM-(RbvFi_E z4nwS;B|(R>0NM>9RmDNKZin1*8lV@v%_g)x`j30(+;=ic*0Pd#xPGR6I|W z(p`l5*G->jq3N6K8Uzbe zng6T{wH}d}|7v({%3p(Rz23bv)4^MNNVu$uWPevXmgaMq`?fyu&P|6)O7WRB84{0k_)c`4NovW|nOhl$m@7Yj|m z4+MIW*7y<2^wjwtH99ksNrK&c)|hN(vjraT}PTw$rBsG;9OATW+GDduPAo>i@|rF-irHh`u_FANQMfjACcj>*>*n-SEX zacMr9)tYJ~B~CTSwzFA^UYw9f3)7=X$hf;{GydzfFYBNGqK3sOt$KyHA|Bn491A>P zU=GIHLSVfFL9&tw6E-ETt;hb-wo;{SWJJhqmOBb)k~cUP)W^ z>4Y(9MpUmWpU(2Zy#?-|VbAH(XJZHC2M_t;N?@V~)bnI3@ zZz;~kfT+*#G_7DnQ|V-$?Gt;QsLHK7^)mT91~u`E|EWnRuSe!G(?RkWeAji@hGP$` zZi4E#v7qGV&=Ml}TfJ>4nX#f2{4xNcN*s-SWSljacHL&BT43(>(X!O?SGckKw|x1J zdAols&`!0ZKgeXA-&pnHe;V*Hky*=wRV3-`i%Ds{PmcjRp$(;Cu6Jc{y=62BbB3db z%K02aTwlg#X>J}qHkAX8Aes!@T11!bwCRK8;&*`dv6kDnJxpb6`o*bna$`yptEgPR z{)-qLkv*%2y0ofl#@;2r)I+UCe%k`N3aVS!U(7`&rwX^s4X@UH`u~{v>bNMP?)_bQ z>28o*8Wvbmx?4)5S<(Rav4!uS$v z#cFB##Ngbto-qUcMz*mk*chidl0G=ndE0kq=5C}GEP(qHR~V1Z*5KR}h;D?t3B_?* zrZu2ll`7nKb+46A^}TzpL-**Jty@lXJQLcht&TR9jbkaV<+W@@m1y62!fzFBTn$ze zQ!Qg0<`>%ZWq|o)L8Momza{*=WA}H7SD&i_2)+!F?MdZXbz>auIj;N$f(_fj=trQR zk+Q{AEem8SV3=6?P43(1MqD7BuOv$LT9J{WN>KcVLJ5!x&ifA+B-Hep;E<8%r+&pz zh*jJByjo#Ty@w?|#`&^DwujBNDq(y}JF@cFl8+$8oBCaJ3vQw0vRV(nVeVjy%Et;3 z#$*Bx^kE}75dY10lJk7YRE41!5DI5$IU~Rq_9GV1MNr{bX4jh*r5Ktx1YL6H(++b5 zVV(T_ge~9(#4Z^M)Bx~!88wuy!`_52F3XTx(8cj>@f~NyO7K=zsr-}?HmiNpAVHVK z6;veer}?0OCQ&wvYe>ep1scPTj2`6$+<;?xTIJl*Ggc=;?wybrg%@GS9 zFfDPl;CH5_7kjT;o^0~2(ed#sTMg$)H5pJ6Jeljw21n*zA{_BA7L&J?Tv)~6pQAL#t)rD69F1F&_e}?PM6&Rzf1kB2 z@$%>C2F0!;KQ3P$jB>B-3#bm^AnDgE)gFH0O>FEMW^(U4d~x&PqVb*QADQUIJXX%a zjG|5p4q2ygl$lEW9$aH_m=S2MJW<}K_o`@CTv-1-F&W`|wr;M|T6EMmxvtY6j-Rc7 zfci<8Utj3jJ1UhpVt??}<9>!RJl+R_=bVpJle*PLsmT2|44TLvyhW(_>~&WnRW%j)@ZI0yyerfTPBlCV~sw3;?t=Q2`vdeV^9=nGQ8* zipl`wA8{R*uFF}L5>PFJf5@;>;7jX)`9bTsdg?9B?&||{Nt<{_|(({xu?<_@iSml)PD4KG#sc{bb9&^ zSvXG}H;}7}lz^1U5Ay<*ZjR#fCbVS4o)kbk_jtjX?f7!-_&_r=>yeh0F&SL6YmNB) zksb`eJ|sGK9OWFRdK(E&O}N5h4f&G@;-zZRsCT*d!B%isooZM%;6XB65#^W?%m-I0 z`KiM2xE%j6r@O|!sujGmk>EdiEH)e#Kv^!cFJ}shjp&sd!+e>Rtq!*nZhx(#Bjl2R z1PG^W2}q&fg~i0RfF-(X3F3Hb$%j`iqu0H`^<>6^|J zRokGRB_{bsIjM0_*r{OsOFYw}cQLnt%c*hJr<@gsdBpBXo;I*}@sd}#Vb^Lgnu?S~ zgjQNjsM`~|!4Ig7yhY6^+Wq^7C!UZJTb%ook-vWR^X0L=Wn(MG6Db=li2kY4H=5fJ zwf;0m#0MhalTgZRQTo`fpS3fVN2PDNu-xjOzzxGR%FMGMkr;fXQMw2slYTV{4G&tjrO8`kJj=QF? zxLy(wS^(fdHR}NA#&*UFbk>@}5_-A=SZN@feZOF3tU-1&r|P(_ZpjHwE)%ayg_kbn z90{%Zkd~Bydyiileuf!ecVvzcq=4Thgp!9dJjLZ``Y~kGk?}`%SnEq>Zwz(18<#w3vq>utkq5@8a0JE7 z=j24ZqCvdkc-0Xbn%$L961V})d<4(zef!@-sb2MDy60QQbTnl>!dASB&CV8qM0Yf0 zJi->faAAhd0~$wgn)yy1o@$`oCzi~+_~R#hGq5JDQylzEh7NS$;j(ka)+|wu_*jYU z02c9;Cd51bpgYU62cW1GIl3bu^IL@_fp+UzcUbhCelx}Yo<1v!`IhLBKog=;D3C$K z1tkc>Xa#dpx!Yi|W%kG_23UO-5Q%!0B;`b{q7C5f(D=uUGlcLHWMWB?!e4V4Yw2? z{_{>K&vfGWEah2d=@i->|MAJot>!Jm?RQ2W(rk~Jb;Z;73N?)l`V@6q2>mGvTM7F( z^mykqjLhaq2dQ7ZLt37i2*$Ox6$qw$)m;=Z}a={M(Bpv(*N{f$IDtC*k!1;$1D)^!&tJml4&kmO3&Uk^SZ^bx+8D zXzfeoBGvo^tuuKEpK?pH=))`I=|n~{WBTCx(gDEq*K8_NSZ=2o(b*J(SHn;X1Tg6~ z-j(8l&R2C0l^rLueIgHu3@-OTKYXtz#`-YFng5kPv7>q3+1h9ic_W0x8;30>H|Q*X zwN+eP$$Q2EL$mpM0cZa*;E!_6YF<2=eKuv`^ne5WW2n}#g0Ne9|1wv?2&u>AIT%w2 zS?Z}yHmfzAgH1j8#UG8o;X zzc;`;$LL>#-g=&~^<3kxUi#K^p9+uQ-t|g6O@n6yhCCG)534R-lxG&j$Yh-0OkdAX zehCHoG7)om{3gU*C@AClNp)Tsr<1V&<)9MxAn=sx8}m^PC_V6)tzUOE=B4aY;_h3~ zz|lA6rhKo&{eA^Fi7_W-w-R^vipHhhq!u(FOe>%py`NKtHdsDOUJkH<^LG(Lj$6oI z{i0j&!fD0p{1}Os|7-j1-Wor+_M5pTM1dciTlx!>0@XvPLMU_G0lr$?7g8aS<2Xf>0@r{z6+$2y z*khR)*zb;9z7MBVsmSPfUhf-5X2%R!-{lElaaNp1#Ys$jd;$(j4!GiYP~i4+@r*Xd zlX>H9P`T1mc}pZs3yycmvO->@pc1v5z*3BPL(L!ACc@c0(B5mWkjzoKt$*~drX`Z1 z1FGszL2acCpF-+T@62w{ocHdqml-XxWBfF~PCy_?iea;bQeb0l3<9Cgj2x0LfU2hH zs?gm*lRkZB7)_rIFz+?Fwz!(z8 z`6gOMWvam7nF_X_7Ye3Zs1e=AIhxE!2GZcpihtmGVN|{C>f8e@ovDbuTvSEw{|B#t zTbs(_1?O8>{ZfJm7qHR61(q{io5&;q!81eJO7}v${OABqx+`enG<-tTK(#YHF)V9F z09eItA$hqVW0GA32<^QgY07~-ZE0%w5+_Ap-6zd8`)Q~H7(wRSB_0UXWY=A~GLo30Wdcb%%OKUc)^2K>#htuO-5 zzvXu%mp-e&iPrF)7Ii{Qij}FI$BH290Y#%z5*?gcS7z&#g_s~`u4?Fiu@=8|TA#er z?$V?W>_bJ)P9c@{YP>#Ot6V(pPCk|Ts@D8`+Ae2TH1<=QNz1A8Z>lXG8u4YVocZ&7 z<;W=0inygo!8*m<`d*koM!&be_f0-Kmcw1ECnKf2{?521^%p+Jo>7JgKJs{c)P7cD zb%|J^K5H^DC19s{q>a&CjoN>r1|lX#jDE~;pMJ)1RZJNfsy6=RqGFIJMwBxnj2e0n zI;9q?nwCDS1bGwCgS7XZKWu6O23njEMXk`;zA0UP9-#8BVExL4*&p>~^>e^c=Q+$Hj7VK$Y; zS;%zlLt#rzT|+18+_MnDLc9m}O)vthqa~uMUyB|~MG)!)_`UF)JcHgXNiQqMBZ`+8 ztitE5;Rjcg8;HMDg@8zlN!4xsvzwz5?+>G9?g+km>pdNyw^P!3)4glK#{Xbk!|SxM|4OT}#IQ zD0Mji!(!wBnkFkL=JsVDMSa1Q&HFGS<0oPx5zUG7!?#56Yh-tb?L8_`R_kodm|YT$ zweaIq0UM8*Zw-Txm@wQRRzohuE#^-R1W)kcsZhryrDrJ*A2_|kF|anPl=#F&{GE}w zT-N}MlVK;}^j0!oqEgzuRO;|gM=RQ0OFp2^^`uK?H!w9Cnd&T3x!on%>D{BmylL6F z#r4Jo>*c#2yCIuCs_8b;xNwO?IUQtgcYk?$e3h0PSb6@!DvEyWzGH2)^+^zYeJ}Ev zY$ACEn{7*|@2)tW*4?h@%L=x3EF}>eRbAyija3YLHjdB@-h*F^4z%+dGnY_he z(8%56yW6X2;Y6(jClwd{0treh+U&rF5153GGz(1cavB304@;_)fND0+@DUNwSg&RZGK1uw_|1TE-!P4V$I*Xla zO;S>8M>vV33A`?mk#TEbMtEFfDjn*CAlFklC8nitxBiNNoY_}c<)bUWhI=w*!WhCy zmO)|IhTVlNX8gLk03=u zug3a%^x<(58TaN}+7aXyq?5Fx8ulhLzhEB(3FL<~eVA*LY%|%Dk`N!rv_)h7;jvFo zPZFC{8vq=h^Wb`c@5>ZVQ!=Z=s$15=w{Z7@15oPnlYP7$uA-`x1#(30vP6!)*Rk&Y zQ3Ic=XdfVd)YLCsi4{G(E0NO+QwUFw{OLHu(+KdopGf5tSI&PbNQNaW1Pw6+62OA7j4$HhWu2)u=U;rXn+k(XQXKtCvb0o$|JS+|y}H$3tnT52(EYgfJ3d$eWHQgcTQeHJ+lLM25ALgp`hd z{vZ@d;}dpL5|TRZ0M7In7clBl?7@nrWsE-t*{iZf6y>>YH}LTVlueS$>XiYR+12^) z0g9ww_Wnw#gHzrcmU}=ZBkbuWF3QAJ~N`2I%zK=fmP0&XY(ehN- zMAl^*Qkfd#C1$LFw(5+;UiKwLBFAwSJ{sQpE=JYFxGnb3*IzeYdO`&Mv5e8WJSUN!Xh$iu5_QbB-AUCl2bn9M6=#cE(0{gsY5=ivS#c#7_$)E1tpC9|hnvusfn zUT2t;-=HqUb&ewS-3A#GZH_NUfQN;ufHqkhF1W<0PpZpPRD>uGiFB?Y70PQK<{D{g z5q^xu5S zFB#!V;`yKk{&Q2{$F1o+^^I8)KV3cg%R6B|ol)w$5%9PsC!xIVyW}5N?-W)5@}49F z-z{O3cgdM8JY6%?GoAZX;Bmwj0xth#p&CG~UGS~+Ev^lRP_RcC8WCZkYc`NCr-2XK1JjXc1 zPq;gH@C9Js3s`wof-h8YLP?jBGlSnf4&7j%bRIrotPP-WD$Y%P`{XU+-k;?{s4BT0 zOa~`8m6<2klFoZTizFc=QaYGrQITi^T;caEF|HxX>1CfHY!Me5<87gvaxuaY1&rHE z+JbmbkIH~5K?&W+nq?`2u8$95L(+HHIiLX(de^ssSJYdhId&gJ(CR>ejOAUyjhv`E z@*b8xU&$=}OARQCd)K9=yh-VMgjEbeONFiMcQ2QsRp}`;zc534JY8Z#U_dBA<$JjX zVs7!0WmvgEFPj04HIU014F3v}((VG{l!du}bpfw+)imV}5q$l%V_~YxFzd=pa>w^%4(7j*d|);xGGql)tT9x`**`uxSX17o^B4v*f;azqhdI^IB)E`Zv0Ax$spbW8pYww5uJ z!XWs%6h`WO!9sTxU~>2QYPwH%ufpDI9L3>VcGVj?lbbao3bZ3t{r zr45(7CqSQ>Dhy=1qmG??OZQ3F@uW*Ye=2<4`FslaBDp4H50zGge}+84NiqTzuRqBP z3V}3td}aOf5c}isd~a~0SB4L^i`Pr1a9+@sSB{HIzyvZ@fb)m`!-b@g%h<{EUv|-? zr2G<~Kg0iUc#Lg^r)OJ5`uYAimO^(IAuSg)=`z?xgolo-;bWbxC)eWZ7e-ZIR_MDThO3)YNRcPkRrD_qb^yIF*4! z!$Cpa8fuX7WfnMDV&fy3d}(R#aTyYWZ#1aA&XIzlk1)gY<%gwE@z45wn(3mZr9$_VsJdfY$9Y7W$> zkmsTjAH0JaNPw5n8ug1pb~M8>h{kqJmo9_V$Wz?xhcpa~#jZ-jJgbp?8x|&0V~lI8 z3wI35-mkuX{yHG+DUL!eS%bT0^VbjD=mm>Q?d;vd?GK-xb@s@E{E`_(lCDTn_ZYIS zx#Gt*{zkvCB^efTZ10egRcNpw_S0v4{fLY#El)xvj(M??vjHaSZ9l;A0`W5|&Ptqq%-J^<8;EEsLppKzwz~9P%xzOb?vdUPN*UQu72!6c2 zFfC!YMsdGEjm4$`PYCbSPBIz@kT<)Jor%YTadaKB9|rfx7r=?@GX1Xm|@QUCm! ztdEPeTd~8^+8bT}y}tN)DD&($SDS3(`o%QSM!?O6X1MQU60P{u(_{v@AywsAEvmLX zCb6Sr+>llEfx&N>-^lePR(K4xvcsRVQ9Sx)wL?l~xag<5Ytom>^7E^}wS8O}amqDv zcP&3$<2H2nYZ7;_f!nkQqp}0R-wmRp^k-^sL{RYTZNh5{g(dEVE-~(v-GmjG^f#{0757@6K5z;K75y}xg zMSth)cn(oBBN@zAws}`V>CdW08fR5}*+1hQrNRqyn5~MJq@ucdQ|#?P3;?OASm2q2PPQa z1GQI*>=El^2>LJ@VfE~Fr{eDvkrB?+7x{^F6dqYon*!?QMb{UxmQG5Ng$kR;k$U-Y zMzHb`yc2^@G=h%w@_n&fG?b~O56w5)h)ei6X87%>H`rrK<~s7RgtD7KUe6NI+q!_|hqmQ%etCqg(j$z-YBZHf3Ges6I*r0F0$ze1hTwC%dJ17n zB)Apz;kZsO@U4<1v4pz-krF|%MUXA=M$iXrvAuDUUrT)AhbLqU$#Y5Jc!uO%{R&_| z!v!|xPn&}4b1aT-wK{W2!m<^$c_BnwtWB!$coZ7*xNBI(DZ-7Eie{iC(w3(6+aRU* z)QJH@5OiNXvD|T^GxOof>lft{>*DMTu7jVJz9}zj9HlIvY1N$*myT0>fun_tNy(_s zB}6z@EqQ)c{>CaAk^t7d&_uOuWX^ zg8cICp=Nt$)*}-0r^Ubyp^I-}`-KU@{0F3q3b;oG=Gz6#_d*{$iIueUC-A392p|{$ z%qiwO1zb@3@18uXI!|+7I&R2g@V5&1JC&piY%vcP0azp}Wf1z{cWhDnE|g2~wSFgh zrW4)L8Ap?-zlk0@Nhu2D{&t)j|36smn>$34x62}Pp*0(sQth}QID>O!&~7RRm>(3< zr#ldta?HYf--WMFdR7&+w|s6N|Ev=ZZnGMs7XN+p5hRnOok96sev!%Rm~>bYKNwU0 z8|xknm5H zGz{Q3{Z(x$PE&cnpU5FUR;P+S%sqbrfV5)88YJ*i0IHz-#Yl`BFQ;Kmh7AT!xBI)D zg4`9F3>6q-33(Pn0e2`nX+N&H^N2pMaQ7QQ$?nyUOGdLae#e-gQZzWldcUiy;|Zx6 zk9o`pkW&Bk8vHdTNqEvjSZG3$!$3o>kd%yO42xCGNBO~+n4!67v|&EVo8eLxH??i5s;n2NmA@e?d-23KuU)jASV1_m_$2gkjGFbN003exPB9?ve$hedI|>{UtNpf44h zi3YBo_!{HbMT*8WA&F=+h)vx?lU^~y-xJ(M@*o4>rg<%&-ni4p@vbpOi}o~Noq|3+ zWGJ9axc*mN8%acCM<=EZ5h;%4*d`DXJP7FzgI018nl{21Mt#GidtZDmx0aChq|#rzX` zctt+cP^iK^Yb9EXcBaZ*6HfMl(3I6hHw!~I)uKDL3a?-U9F9_I(y}%<^aJ53ET4sT zNi_^e0WD^Bo{}gOIxhjOdkx}^ZXW!tBpG^dgRq7&dxKR!e?27AK_#lp%eVd035jkv z_%z70*ab2p#&dz6y*)zz;>zHCI&cF@_y$#TVK-{j>}9g|5@UoNFXMO=RJ==R39U9H z#51ndrj3lqXwF~N9E4DPF6Z5q{hX_Aqj8Fh-V5{W$0+X7zE9&Ugc;Bv?*~oU6<0u9 z3spM%eK7(bs11o`@T}+U{8`>kgkJU@5|a3+@0I^yO0YVM!QV^4kA$3XnGkRdI?`v= z@KQ--*N(pItFUq++TiD>&Dr2j(lv?ZA1zbtb4sXaEB2v*nv&xaT9rO3hoG~55!qm9 z2(9KHlAH<2j$Zxl*Sn-@3EepJb62pplvPSM8{_-=?P92+WZm4qgqi(EJ?tv{4!Owp zigsU*ke5S^Kfy8_Jakq*>8`h0xc!7A$l2UPVcFs4h)VGK3Ll=Puwlr+Ab}nlA zZXLLoA%hX4>^!OxsZDhed5UXD@Su(#*+ev~Q>BK2_vL*26X7eFOJgMkd_hT*da`ZH zv&a5Xp^cHF2K-mgWj_FM2{&W#{plF&1}m)^6+aIVuN{Dx%3X@dgns2e|O^1*5%DEdaT~{kAWo$s}$Aq3>pf?rEi-%wVKU$;Z z?^C0nLJA#m6$y*mCn|HEw^@Zl!QEM4oyo;#^mvU zJ1auxr_z6yM1EZ*qQ1i8OI`R@km>fI=q0~gg*g~W^~SNM@##=@!^s}a~h%Br|!OQR;n)ha7Nh>-`@M6fSZu@gOG&(S!B*_ zKWFX@i(%~@;j%I+N!h1w-J+P_rdb|N|Gys+Tl>t;dac-PQpd0segCkdrB|-I>~|Vc z$ir@-S!o@S>`>9{8&@n^ZY~E?mUJNZ7X?n!= z9-(WRQmg9|GkboMSdztA# zKa899$G{kdd$JKWdU@k3!Z?*N>*VtKGwyja6`Q_@mb8tXj|unhscqeyvAv#{WhZPA=@~@v=u8^NbIBB+(zA&GEeBb}wjX3aiA1Xr&1Kw}gOux4TD5wA? zT4KWNfoCAn&Aq0$*wUzhp2gb$7e((R{?58G&Q0l--&d>Xy!qINnZ z413^}PHSDUe~+v_TVWK}C42Z<9=8e#4D-fp{4>ug)wC{CuMEJ6c&36F@-ieXl=+WZOk_x!!jMJ z4_O|GQ%6q?XiycKUV4U7wkvM!qxB0r`7dO#Uh%JHT>^HXs0!5gSW2gjYv z91wi4r@OVxjYssKj>CSV*{he;(G^S*Sr*MJKcG-3}MBX2IKDQyzD=v{u9-cQs|k z;rtkc-Y|PRIDIsSfn+O|^*&AV`hBDqvcp1f-=cNiyK<~7<%+wkCT^O+raEzDi|3Ih ztNG#=>;1aD#+0Q)hVVOKoAXW&?cxspUab`qR%f=&N7nP*Q?dmUvj`;drB-#(=CuFZ z24$KSY#5AEd_$GhjN4u8TBHM1E^u*JTS-muy@uUmL1c4v0+Z0y9uiM=xLYZ`l{b=v;!Y;HIxo zLlP7n{#P6-k_il-HHl68WrLWAsr_sET!(Y(eDnlV1%wb6Ot$I>+-gaKox*H;Wv0Tb&Z!G2K z`?M~O9XgM3pSU1g6ib#i^|r|w%z@L_%oaAcp)eXgXtRZeM*AUG()mc$^xM zyz^Rs7`QNyw+`3&c)@c7KEip zi)Vl?N+#&|_I>qg1l!)ty4%tB+gs%7>dLt)q3Y}9mBcPE_` zy1G%<>29>$(esz?^Wq|9j~?`^`raGu>9UDb$gfzR4_qTYWaFZ!wmb>a9wlK9y$ahZ zH_R~hl$GuF;H>>~T7K)W8PzSK9LdFG=xh1UY|S~UCDovGIPbL1o_j|tWl0IuuU@3j zz8-cbXfp0F0;%BBa(=~4G35GL5za1~cm6j$;po<3@%+VkSXTr?aAf)V>PcRP=Mv=FBhi2AcVN7PjGgp!2Gi8VCnoowt$ajkUpTwvpQ0U`E0?WRa^P@(MNuh{i%MuY*? zZI=Sa_b9FD^Fa^P=T|Z4ov0Z%#leQY-LN~ix0qXpedd!tcce3K-S1ug?HRg_&m+W2 zA1NPLt*(APiX0fjt+*B0c&9Qw^zN=Pe$WD}hgrx3*;)&|#8)5CTV4qiG zMqP$9o*X<=ruRGC&LyY33 zZmWme?(FYZlz+_X{C@s?ML7-P!Q4Lo_oDG{kQWWppVRrjLA7Zkx7WAtW5SWoR~^It zZt85#Dn%?_UB6hyQY$Ohe~Q4U*<2|}mdg-?9z|+PAwmd3@op(I()t`)*Tkpiy3eC`o(uEiHxlsUTv9^wNph7E@YxsEA*$ z2dVEfarx?rLrZgIyllNKG{^j{6(WC;gNn{9`7Q58db5N2K<+Ic`Bbq-TxPJy298}3 zca=Y>nGr1M{`i&$+Q1wZ7s{l2@;8r$4KU%|79kI0DHf(RScj5Xt! z=?D#<6>pL0I;wBRE}g`yeypj9bCB#k(Nz7JPo2%oXN$Q@9!#*@Tg8M>is2B(kgJgq z=jo5^u$hun6U2=<x{AEn?HvZ+Ck9i}yfk=Zhz_D_-gROHzPDRktL zhVf5I90*k2B0P*`N8t$LOroE?vpSAN&k$y%c#H;Yd++^nM4nnoaV0g z@P3h_(ESqkKs0!a&p+{&_DbJFm^9FLO#ugXW)p48`+5(W>#mF6i}ZWjKIP%AWBI5< zVHgxhps(I9Q66YAi1SQKm<+N7=Z-H*VFiYc(h!C$hX$4t-?P=KksPX3Gn*ozBWF-JeJ34Gyim`TJ( z%SM>}y`Prv`)fs*P1m55#kUd=+2S`G{uO3w3mzBsx6eyYeB3 zjgwub%_E41(wp`xh&!_9St?7DaR_6HgKe1^MYE_#o$&n0-ii`RvgUClHq!`|sD30rc(k&pM9 zij_9Bgx_e9+trG= zKmwBLu}bzR-$E(gd_5?_g$CQ?Lc&!(r*b57B^6BSZu(`_S7s@L=B(`{7P z&XFdVzGS9oCxZR!WcsJfrakzyt5Qm1 zxzvqJW*N`oPenxM=Jx?615;tu*OSbKp)xtM=OvGub{@#SU%otBCoTL4688nhmUiof zTqKk<2>>CB)!?ahpyz;+lhLeBxPkA=V##&dtKk6%BRywau1CG8yJtQ2IQk0Kpg+@WzD1c}wgO>-_!Wwq<(MBQesoUHrTIFzeUUBw z@DwlVYkqxczeE9-;1b)0yO~Skj6&=^y)p3@!9)Yu=L3I31v@`h7fxaz&*5#(qg)BD z(UPYeaL%mxT;#`5)_pyVj0sC?n+<_u!SKxY6vgJ~RiL+4UIJ6<6AZx&|FjTs`dIUZ zKTN;5Mlxs$Q!%9RonQJg=?R|gzF>0#cq{l=AY~Zg0m26RjIz*_LA3ZkNVPSa-Kks&rsVev;MFuJ;V8wr`di&bM z4mb;naWgtacz98frX|G54k^}%Jx;Q0H{A8as+min>k}P1eT7byDdnhTI9kq0r7Ofw zmAx|VJfcXEAx2bwwDtn#8_5zMk0@$?dYRyagdmdNT;t+nHc-aM?^z~Ce#QiQfMn%_ zKFV@@x|55x@QcezT=UBg{~z0(#^FCHWTM4K#O~0Mbe~KO0kw@;4NkL>K0)J*U#EJN zdb>3Ei`gZI$Pc3IB7@MzvWmh()aNQqo&W4Bq}y8jg$YeNO~uXOo&wa-;;pKf4yM7` z&ZQmlp43PKq64C?Ih~pWWgj7(_ztE~XH1Qtc(er<$`Xj9VUiGa6T!qqZ$v?&ESmO- zvdJgd5>-KtD|sI`y3vYJh`#Q>z>M+6|@I*~A-5MwA(R@QLvt;((KDAfVPyy;Z-p!Hktae zPDoNi_h+)7zn;^^VF{qt`eR}OIZ|s3C@7@Ko5M3`LQ|^0ku7Zzz=bu>jd=kwLeJ!u zJ2A9MwtU*YCD~6ojEEGA49f3t0NT26mdhKkkT1-JPt?SzXyb~?3&NWP>ycbr7rC-;nMVa4Uwks#q}b*=d0pcxV%OwQ+DdT5jh$87tu~dnm`c06uYUb_#B&_V4?lRv4T?*5{s{{G4Q~of3?AE(N42vE68#5^ohV| z*i{&9C#TUbg?zso+mw^DtDOwbDaril^HZv(tHa7m*3qf&$Ht?l$5U0nCapmIn=p3W zci~Em{ujR$F%r&k2!SP}K20@J#;eSc+ zkX`U9lubJ_9te`lIu0WkM)5z09^g-VxQ5Qk!s8m9*`7rhpAWTtik!VQE>U_x5Yr*K za-NEE+ZK?>x1Kf@(eV!d!Hkqy+UOzr^lFV2Gx z6i7@^O?o~QKLHu}VpEN)roD4F2wH%#}K4&uPe z2aI^8RGSsc*=5h?~V$5+aZ1&gI=s%I~ zG*);aV5sZNcaI>@N@AA6V|0eS$^PikV~elvHq{j0cC_rYk84P25wyczii*gKN}8l) zfPd=OZf9gMzyfc>l1Y8+Oclj+gQB9(Gnm37X3hsm%P+zdZVk7^+=#l5KYT|o`roz; z2L_&}&ENM9j<9x7=sMTF>PRR1Tt!4Q580q9>Sp$q&VppubY)7zy)B}xYH?Av=kXVFZ*WPLW?$jq-%#BIWafp zwY?R`$ggGmyInvqq6@Pt%_B5ERfzbC<6w`8l?L$FN$>F@GrFf|6{@VZf`TPF9?NE@Z&G5xY-h7ey@uomv@{W|h3? z=R862a;-O|`;_@Pm1w??j*mUuz-{Ch!RbPMa)usg5+T4BF5~9&$N9Rqrpb|)vMEQh z_nk^%UBXO1pYNbmttqUAV4)7hg9Hwz+#G++=jRp~WqE#$((%+01kYPm>@nHfl5d!a4_tTFax1HHdSG5Mte!LeqQ(d*SO zV0X<<2(W#bzoyL?Gb#f74d0e83R$mj@1DK-e@vZqSQPIU_E}=-h6R>hx>;BnVd-vE zKpN>*P}-$;>245~R$7#h?v%Db=@OJw1Qg%l`+MK(djC7~%*-=fGds-8eLm+t$&$8; zWY4SRhs_5a4$c?}*99>JfTBk5R^xkUA_a0t`Bk{Di9AlItS9ETE6~Q+g8pOQeLYVO zug6X9b4g-Pj+f>UZdXf5V)&|sxSTD><;)`6T7HIX0|B{qb(;qFlKwKu(ohcYkZrRd zU#!~4;rn{b&7QBqlrWSI%yuI6PgZ!@3x?vGQX6w}*u2cBJ!p7MxkiCp^`O(kykf50 zuGg9c$0L85tW38u+s25xHQDqt805A^BnDbE!)OLi8O>XV_cP*o(8_zIjBQ$|bT~C$ z;2Z8~E^T?-03uoI(;)m0gCrcaKdM)vKTGJPl;@XDyqD$Iw>1~@-3Gtzv(y*$ z`daa>D$S|I`wLRC8)=z8!^sS56L;N=gSuQ%{U;v?`u2`vfKrfWp2UBuG?siGxXZ zsH|(GyG^M&s#}O0=xGd0c7nANo9o+#FKHUP*_qtuSgD-b71^Tfs-FYRJ5mYCkUmcN z?f$J>_n(mc`f`yTL;ppQ9CU{w4tF@&`D&y;!_Lw#=z7)Z$l9q~HU7 ztFJS)l@)fB7uTX`OOcE(16Zv%!rtsgh$RexyQAtYoAgQf>7eHn2)3ZAr=;R=jAHBA zRlIJRe|2}3I-cZB8I8*d#+%!}Z|WKU8;}eNW->MP#Dngb>fUjdJ1ADo;0UOiI`;uhWM;}t{H2TqZy369j5BOq#;fA_^C8l< zh`(I{p&uSUbhyqd7ee*C$p=T5l{*+a@r*wZhY#5=z7zXaog48IkHKF;pZux2WxqFs zP;^5*ukibPlb`PqghPzi*Zkk3Cea_@gN!hhzmxr)?S+oor}(e`t<$M}5eYx4IAhq{ za2Sr29ZK7Zzq*Q7BMWSM+~Ys$+s4Sy#*piD0B!i~T?D(#PCmO>9sT;c^i1sg_5Ri?)1xmXzd4@AKG=}%{ zCjKqc8a_Yo$h>hIgx0rFo-y80LYPu2B~8&%95~aw*sH18k83^$5c_obeMo{C_xd(r zvu05Mq2}K~iXZItJJj-O7AUiT+a`90_<&pXLi5HM{HK@P1F5u z_`;*%V+>`#&5c9^eZ-W}Qr{|6*Z&xO20NvRsl&gPKxv*7Hc~a`y|?(acp7a}MPLA# zRhVsR>i)x#^D-mN?`E_sWM1 zNre&p$|2}gyMOV2qx=`de!FH~U3~bL7}1Yp{aU(I){S7Zu)T-lZh^i2^iSh0aJ*B1 zG{$L_`XeOChdR)SdQ$!CeJ8=>6!BU{Ug>tNh+$e*E-g|psobmkpF^Yl$~g%y1?{h! z_-MYLSgf zR)$Ts@TQ&zbYnz8>NfdL9cJ5_D4*25OKwCyu$y#Z~k6Wt2)}J3d~XB#rPW9&k=KwQX7?iE$V9n@r#H9;s%+w zyHDP#@0C*fT5b5hkh8x>aK~?^#7SzeRlcqNy_VIwBjdu=_NGm7`e` zF;Z4`!ERh#e)}y0rfWzZQ8#ycdmzC6cLc?a*GCx-j`A!7<1?WQOK*kdJ`FGqH90x{ zhjTKv45@&^i7f830gB>{QUo1BH6u~|A}1b|{<5y|Bkg=u<7xYy zrypa6xqpL=W!X~fgSC(^U|A*MUsaD)%(teg(_}b?J8D@Y_sJ8wK;DiPfDlhMqvJ_F zS+N1ZU0|YffV+3Ie#g-l79DWR3IXnTK0F|fQeCth{B=Tz_c>+&#$SXOt7Njz7{K0_ zbx+Wg>c_2_l|+8^c%<&I+;}C}-_=z5%O%`=}LV(*H@>hupZ8eV)n% zS+tQ(quimW?1SXL%ro9wXSpzS3tPlszD!uAA1sfV7$2$vN^V1W6ZU%F|CV}x2}ySrb>nz)TPW6-3xXDom%b?r%4Wx zi#%|O-IOpw(P%{G8au_h7VsgzGTwLdB`2Cr`l)+5VuAPwr7B=Lpx;Vvc59L{{5Xj~ z6>&Die*(Ie=GSwR_bC%c_l76uJ|Ujgw@H&3X&Im6FUx;rr}C9?k{3vYOS<+(b#XSh z%0YR&7MQ`oYIVzigglMyCwZi4(FTkjijxBXdSD?Jtn7f4--g8v1z}^Ce893rYMg!P zrv1CYhxS4>@7X-TGxAyNrc;$*bP;vVyN!8m2jK7(LzjFu$KH`+B-4mFjT@@hwVU&O zP5SXc>1subyA5Ry`RnT%6vRS#{_cJjRa%{6TxAme)=;*bPdoYvrAz^oRZnQAy}oD| zrt>z4CNt;k(~F%ZSZJr{#i%cc*ls~gm}EqgSphCn>@=|^nVHiOn-A|A6DyPVi5a0> zATt#`CABa}ofU`M^dd1%EPoTIoSen{r{1c|c)Zd)pLvSuk;Bt{V2g;T(3rf=b48Z8 z&o+ub>oNN^&15{kr`pS5`25hj1avu4Wd~UDo`-EJZZQ|WLkAA3e^IBVHJE7~2O>ObTCp=;Q;8$h8FQ=MbbP6xjuXsNVD8)eX#|0?#(f9YOw6XAMD;bdHntf( z#hLYc77_0b7;LhET=B}K5MkR?4ZZVswG9#mU+-eFZi1aR2dUHabThtFMZ264Nwb1% z2Dw;O3NOnwl;AqD>Ra(UdfWgn&j?3|hiy||*x}Wjq*6Nhf6r8XSJ?-u)R5256|?5W@U4~pP_*A%z#7lHzLeS#)r5%y zZ`?#gP8eRVg%}lH4q@e)s`JFM6G~o0KB`?Y#ccp#z%K#vKM7W>G;kO^lEDZRZM6OZ zu$}D>1@zkV60Mp4GVREL>pxowh z9mm8c!sLvp`&>FtE(XBs7Ep1v1!bvAzC()S%JmH<;P=DQ1Q*STORP2^CCZQX!GaU3 z^+|~!wPIfGO+iycG(suE;T(Eu!zEumg$JC!XE6#tT$<;L;>{DSYcSGd5ibC*bs|a*UJ@fc=Jg?`71Ae_wnX7Oc;;E; zx`TL^CCFnt(xfE8~YC$Bp;m@OXES z0}Qb7CZ}Eak9W3V1bAlz+@G4)lwo8JxHW<2yUd1xqT`>gJFBw9*|n5gZh3j4%B8A! zfx_(YFr^))G`mv6EH1|lq2A-}T5j!xj0k+x&|bAo_g9tiA*29rfu%8@FNC}?2swjE&9(F-Fn)vpLv~QLX}6o3wgh9lx&gu z%v*PX71vt0C$jg8?|ZJ=eZ4RVr^ti^lYhTnxK<*Gbew=S)`mX|TGcXe(YM%o4U~jk zgqzzB1!&kpaVTU`^|yCa#E@LEn|C`dukooO;Wim%oNIpjR7-OHF~Vx)FAR1H3QgsH|5rfN9*Zv z?K8~&(ulpyIG@wHL1l7dK^V?ChSLm?mV|w!dp`&1F+`E_MMbqTF$7_WvR(@|=IO4= zJ$j0=#wi?-WM`dQc?W%&G7SKx<;Z3r2v?NfjGX-ZA_YJ@^U~Kjm(3urgt!YJtrirqz^7{@gvU6{D%VZ5 zkT*?SBDRM9KdhI;kFN4w0&j&ot_ePg`Ac=$0Yv0%y5kbf+(}4m$|?nJv{X^%7_=ao ze@4ZjCgy?EtEyk&xfOIK_~#Ur)WgC0q#445EtGwv z;%RpGbkkPea!|-)oszm=&@o$Mv0+RA2pmu*XDH`dX!5SBbC%BiJV!4 zax|PCQ_(Uo0N52}_Yi?dM&}*{I%tnT_~VWQMe)Ck9y{BOsKsyoqdvdh_xL)lS24Hm z;j0S^FW{1_m=w#z-y)nVbnWGeJ`~iX-S?3~cogAwq=laO+S(vyo;jdNR^!HN-zD~` z(iF8RFSqj0tDb}K-i|2V-QV|TdGiB>zg}FV&CAqe6wPD`UY?nLB_u_&idwY@HWVvY z5e!iKNP&_+wZhO1)*7m? zm^jHU%<%;MXs!eCq=w*JoVSkXVI;y@$>Pq+j zeV7$DxHmgQl8^$}&YfF;c=ehhtZE4+Z5!~-cq|m^7ge3b%%U(fb%l4`31}Znu=S>h zmbN~^e6s&Cgzu-Kn~jd(rFC<}Z7-?NRaed=M!+MnLZupG?h=u_yv70KtweGuKX2fc zan1{-e1=^ccOqB?keI(qF6u}%BZe+l`e=+`15SI}no#S|ol`yoBUtN(d zcQZ@Yjb_;i`THLi$P>;l{qLD$e>-Ef)nK2vr5`P+XeTZd95)`7XyG@P%Hdd=&nmbP z*&bhNwHfJf+6QAplaMcARij7o;DA|Yq^!H6C`9xJ7OPMyf|iK?A?UV3x%Q+FSI4kQ=A?Knp?CIrNS0;jaG^(6vAoHGxVP7CmU&o;4iWAgc@~&?sP^o76IeN}wp402`>UF6KAuL|j^Yme)o{{?x z5&}IBw=KUyc_x+cU$Rf{n&E3S&M4_f#J(R`q$9>MVbdK+ykl!?BeD4}dAjL7kC~cn zqFr9(ESkD8>tbm6CRK-$!<`>z`j(`k+ar1me?iEkb%mZ;qW&BPGfZ5`DYUoYgbMZu zm$Ey!yRL~mwlN^@iGPR08Ran>^$6Z{@+oezFS!!sh78pA0@` z;=5Rj*dP7#iylw%4I>@zEgHV4>xBgj|c)cjP0hXnBpr<)+`JbvEU9z{WYT4*~gVXUDou~Y}KH`$Ar1)=*=anCb2ov3~CN}wYgP`Up zo$zy=!T!Q-f9CH?MOiDVRfB(i_|&oy<}-yx8@uvS7pXX}H*3bv+ zoP-*aE(;e@+>4KME{>=!8Qs*1dpvu=@bu~qVu?QYq!?*p#qr8koAzZ_a80~f255x^ih)%q$O*TMt1$U$X1 zs-BhL)qfPN(=4I-@~y=|<@%(+UQaGtJ8>$f3z3IG=>$-ju<8Xo;PGg4E|le>k_SWs zE(a9U^kOq&FlFzno-sLAs1eJ(&avpV$#SC5ddj-Q7;5Jwj~&IBu`7RT`YcbtKqGedIH)$xF^Roty= zjnxmo*9*RiFb=(Iy684j8~8P1YuxG$3Aa-l*ybUFTOykGUz_PMii$aCFL`;%f2Z?r znqmh2@_AynspDdGkOguj05G^`8hlDaU=Q+#IXd$=mgT~S0;YwpdLVpal1{SdOlnC{ zYU1uB&ZMbBVY-;ewA(Rw|vza&zGoJrkNKNwo;?Pu6$rk`+Ja37$7%7k?TT)Y36?+i>QqyIDmF_iD*B*Xu{Z!R` z{(BjA!|~5v$|NJL<4+N0FN?aE$p~)0NQ8@^LSZs2q!6+eoYnQSbDdDUfz>vgZqAAG zR^Wu@29pBVU(ev~e&$UjwZC;2!bGsP+Cm1td`*QBkS=fxE&DLzM@1;0RO}eKF74Zg zWk!{(1uy7?!k9Sf4U)gou_hE6er{beE|mJw;pV?Ee!3AA-2t1(6mIT4zT2=DibL`$ z_OW*hPMY5{HdMhV-Q++3E6>ZJyL`$YjTCz%ZhzHe}@@ z0P!<`gAH?S2%C!KL$DX)Ys&_=JabmMdcvK-gP-ZKzcG**V29VEC0HtKvU_!!r@|@7 zP|v)#JC}Ld66XijCg=AT{GoW+|LcnKh&q#CD{rWt@7Yb1GpLHRrl|X_dC|@tw@yML z-I+7KZRgp3z_nw|>7&}KzD>epgX-6{2LVPHu55vd7^kvKsL+r=mh!Xy2}WZcg3#xo zp810TGdMalk*D_n{#l%aCA|bFVi7fQ{8To+}YL1I=-6f$%m1vdQFuovGsSx z5B>Si!6Q(inr*c)J;ZmPOjQ+cqD&b&d%@SVkMBnu7liwF2fv4~#gECHuJ&4&GW~L{ zkd~tZe_|t%&)C-x=N!trFNHFLW`MF3L(l%ItP(y#ygrJ*49A5Py|bOas2x8XzG$91 zI=IHceQ?f zRSIs82wMyNFp#{P(lPegCj%l@_NN2b+;%s$TDQncy2KKg_g@?Y3ne(usCkcP_C01c zrF6R5_?#~2EG7WITmN}by3x=ok}R$9`{fX~6>|Qc$PE#%7!i$k*%v-F#c1ae&}pILF^ho?6{E7y=!m^j{Bs#!(V>j#M0(K?`$a;wQ31c*vZ30wL@&|@XTbQQwmSfszrOidrtWMESdHKj^ikT zq+)!T?dlV+2CH%ho!}# zgL0Pii5sC5L4uYP;=2DszKzj15?^Cd6jNZd6$3FM8##{Y-7MOt?xzJ1`^!EP8ArL> z4ggy9DZXCxfcpqorxAx?t*)HO9tfY}$TR}Lay2uD=^PH`$xBl{)52*2N;x-S|bj9Vt6=YshXs#^pyQLA>fZoF{G4N{Wxu-mz%c8 zm7wG5Po|$pe?KObbzQdTqLpFmI&4k7HjEmwp0nK0Lnsg{`SK1W6Q=g62D>7Q@iF^? zE5Wn>nljhUBF5TVA%otgTrW6yT&8e8u$}h`aW=PjuP22l`YI7o()8{gyV25jRJOAb zJN9TZg^NdyWS-m^S;7+My5mlRHy@)twRu@CBt$!tK0Zlaro8&_GT4tuCmwm^;2z&J z{hV_QS3c&yj5Z)%Jm_sKx3pK%R^QQ|;?%M(AQ)`5&m=&^(G(DPTLH+(;j>YdEIv}} zf3o{>8+VA{J`wk=;?(j2i1wIOqlcenFSUz#-8_HEulepsu+WcatHkfF^Uxv%=aib8 zJbnndppE_+)tJgg=Tu*0)`=fc)ibiwR0|WLBJJR&HC9VJ(lI#)9nRBvVew+Kw8ta? zhO!yJdw>2I_8Z%vV^t9SAW&Mvj^_`T>TEaor+qy{tEZ3-74}(Bo>w{vzf_MdAa*ysrH;?3XG$o}4u;w=VU5fqsQ%i}GGh23LGilB?= zy3Z2!7_8!oDk0{(3w%_a>px%mh3k6vP0gE&9WqgQyz^whuE70D)12|T1t)xSR@|Rr zA<6)<)+mn9FRF4KNUsI7RT03)pqlAT_&po4qWhn)-!>8p(Q0OPuBaYr!h5%~-g;iV zfQ{bTd)$V#EbC(vnFLk7D_hJuJ3z}I*_7MN!+W{;ppB1!D$HQ9r#(3IG}%1?*L`hq z0z$97+NF6)S`mPd(q}2L3;Jk5E!);IoJ=qF&OY5$wYEGDYQzHYrKt*%juhX?s)E5= z%*|o~Rkx-Q$%$cHZ(N1}3ynOJWf+iM(1UB}Bkn8!VbpC%cE%gAQcNTJwq^K>fUge> zu;Bgsq~nM$Na*628_z(&JnJ@bBmbk{*&G=lX!Fhl{JZ z;VCKU-vI#OvFSbbPc>2$GuV4R8Me|pq7&he4k?ereA!_NTX{%(;O1(tDV(WDJCQp4 zKFG1K#681R^|BeT>UguC&l}7;@z5LaL!l+26h?SYY#eHp1a&h$ynHwi%bO;=x5+*E z(=lx;n%Ls$7rHw~WyJ$hHneM^UL?=`^PFE^OWFdh+Hf~EY_Y`O3yj@xGw@m5K7A9- zz0b>CfD(3KpNk1F=+n~SJnvAaUD3ig_Zm zpMTZ%T+C!rDc|sM&Aq~0h)S*}X!y8&OGr#4N>noLIo;qU_ElFaQRft6geh5SR7bEo zbwED+Pbp(WMpAdqUEx>XWci~;KKt5Q;oEq3jHnc5|Kiq`E$}?Q`taBoKlu(06R^U$ zL}ivKji9VpCEpbZSNuy-rZJn%D_kBXrHke>Y*idQl?FigW6|=vv^nkr)n5`ZTp}~P zdBW?PxD!dWw{{Oo-s@8qF96qpV|ONxk$VRG3o%B8!ICK+QP=#+^?Zg!9>LQ6hnkF8 z%Y(B5W|N{ho}i^L@rY@<=DEtc=fBKdCqBC66lc_s=w57}b!Hz8laX+_!=_#^37>(Is2_RHY2~un@6k-G0fYLeHQfoIQ^V;2b^tR%w zIu&}Np9fp#Qan5Q^l_me&AEX7e-+0t?x?Gh@zqCkcXwx2> z@N|^3m0vo+Ue?Ha;k*(8gsh)Q$5WQ+sFRT>Us+_t=OD^z5;U7~2*TDCDiehy>HaRnu} zWz_i?iaf4KZHqY8jUi|i3G=8Olv5;i3){v{eW5!MpAJP@atR(8P*VafNbR7z7bTz*%X@6>;TshbCR(0m3ZI!MRNoZVtqYhXD>6FB=wx#ewna zM-GW9HawQbE&`D|=Awu28a+Ms945i}qKR0zs*TlE)0A;KutI&Pv(>NT|BvI`LCsus zejh5~LlR6d1B|uBMuVOc+F3%qV6MGsz`D%AF+Wec`y)e6-mPfeWC|w2(0(W}N0a#% zycC364P|px8rJIj-b2%qG-|XV58uF-#dOM!tpZ3}4G-Pl*qLhG#1@0;VX%Ud^s63G zVV`?-cJJT)wFd={RJ8#O1qw?1(_Fnm$e^&QeI~+S%{t$E9_YL(*9x+YSb}6-a_WWi zBswu0i@BOb3t;2)jY?8IXf{-D>a+{jWj4bn5-L@A5DJgZ2_Rmq`7~836--d~%^aA5 zSH|s>B=21#9rfH6IPZ>b2%*Q~p>t{)&rGQ+hvsyHhsa;B3d`$Oot^U+FSQr=e4w>7 z3O;d`54^Bo3)5Pf_1Oxr!6J^Q;9V$7oDO+G4G41gMQf>?zQ?ROdD9EiN`mQTVevjU z?+t9a>8M%U2hzm;&t#o(jwZudqC2@%bfQ3k#bt7?pYjV$F;0GKVQ(w3l)J`#L4g~( zU8aQQarvWOjx`ovUcUeBpnt?^Ka@mz@?sbr9E8jMEG~VGD2??sI-XZU6gy^N@d9!( z3n0sMOhS4*4OYaG!RG2z&8_D3)I;LLj?^kcpG{wDQVnvU8DAN#Oj&$OnmGO@&)71< zA#6;H70A+^;^6m}7}|ICH79)xrj=34kuR5+(ym2w@Uli~Qf;0#aE=Jbs@tjQbM|CX z#dC4QCH(BBaW(JaHP$cCw@$WHBgpqk{=ut0ZdW>ff+e#mbbQqa4S}wTYm>SnLL-OYnB+yZ za6KVhKbwanE9#qoUS=Eds~%n5`wY%4xpC-5>{3_iVibwIo)A3Va*e0HKJn4Mo>wP4 z6_w#?Ze;m+%r007Seg5R`;X?q+AehV=`3hAycXSTJ$7^eWBv&h<-y9g+2b!xriXyOslh_XI)(f7f zO8&heqnW`8mmsfEELQ1}i}uCCB}eA!;|UspV_f@U!KKO-plm)o(K8757u<^K(8RX2 z7Ho_%(7715JGMOEk98p?QNQmcnoBU1*XuyUzE0Y&!)QHbV!>c`x#5SeDvLZ`7`bf4 zX%N`fopyg6c{wZ(0Z_$0o&?*^h;@|M|ZKhR-TWR}3C^6mqoj>P8pY_TmO~TA0EqCVd*MVTXqyRjPW1ZjmFc?pv>xzTEQ(Mm zM_)_W!5&2`FURzVFlG=OoNR(RT7zA{QK3? zw`E*%$`2AVrTb(=6hk(GjnaY91ku7c`aVS_!7cW|5PLD7#zf(ul}d>S7RhJr;KGJ} zbv#5|yZ&fW^a^!+N-2Ug&b^5YjtDz;{_mhybB~5ePU`0Mae0vKTsrJ zs%7DRry1Pdw29JKBzp|8fifDJWie3V9NA+m_O>a~bIR~tbMxfSCE~R)ykC^4!PS>% zv|?3Z2JRJpZ!U2$Ii>?ut*z_AGf^-)k4}6jMS;^G-mXTks(L4(776tNDRrVf)pFBY zDMrL@4s)$P8_fByHtE6cWx;ZCxrPWE#);D)Q{ZyZ(ZT0V<=4SJm5!0QEI#I{VA?Tu zdrGgi5wZocr9_U}eX`aShk`V7e4URM@9QJ6a>^-y8n0nqTeeG|fK~T;djO%H6RO~l zDTyI)ED8%22>YXWbI~fhEf9V5nqh7CK%mPZ=Xj>N7;(Fh1Ma9 z&#+tmHM{A5(q%IodCA~+)iGzB5`*{ivA$2W$>TBP@ghI;iJyuR8=)Fd=qQ&K3a(6z zf4v1F=c=@ahm185pVg)zYzGugMF#e{CNuxk-&Hj~GA?YtT!hT^(*BtY<;?7RmjKx{ z(YHez7&@tsi@NZq1*eM?K*%>wA3995pTB%!JlO}Y+gz~fQ%j!=h})=V6aF! z`!8qPXe?KsaUhT~pvEiuShD!NT|?0;m9aEpcqnDzt7Dr(Xa{ZRlv_h~ zq^Hjyhs$L@JD;Zt>3>z;Ayv{Jy#t8UWO5kJ&39R&51M@53Vtm@&J(XO#suL4?|3SF zC}WP2zL3Yb_5je_XU2jBEl8s9Vd&DZpvY5tiw|~KkT=lQz#~VUh#E@(pjOVL;_<97#thsOW>TVLcrrVWRTF@GkvIQj zR+#x05E0SR7o$c($MD3~>FBbYfR_!j&iTgH=>Uia0}@mWsqHrByEXz98!hm)Kb}En zJW>ztd7Vr%SqFg8gj$Nx0NBV$BVyM(Bq>f^OO)<*8R7{wSHLu}A`-P#G`Lx)OQ3MY zMi1@lx1T5rkD0Y-Kk$(2{Oe<0Q5u5L{~qA|QyIwkw>0I+k8S!Bo(z}4kcQ_m`C^3^ ztkMQ@_|XkMDv#g4@&AQG(OE^_(S<;k2R>phD{^kAYwMrH63xgNDk2 zCVg7zd{kc3UD_)50T?X~!v_-s0G-U#M_n|DEydgiIjxX#m%mB?NxkV zjs;~0gA?E37&~~XoH6Y%A&NmUb#Ip>wa>@^1+Q-&0L9z^uU9q4_9ka*#2s$`;mGVI zk9_+*TVb$vv=_?0z|(H<~#+M<5UYfB~G@;eKz83 z!W4H_YP!^YR$^L0@Ql{O#Ldb= z9T4P03Pkxif}QJzoowOQTohk5N34 zpo~=H;$7GPI)fE9oWMSyVRrtQ()RAz?=$ys#X*FzqSW*k5(XTrF`4rIn5OpXVCLv2 z8usxwQkBc?se#O!X`vPG4)wMYLi2j@F10+8dek4T00xj0EqhO?#y3O(kI1x-1Q1Tg z&9^@igL^w3+JBN$-AcR$rt}+X@r@x$Imq)p#meX?$3QfWynA$_T7og|tdXuBn2x z2w(6cKqlgrAE!z8FEGr=AtozwK;OnDi!cUygkJ-!d>;$xs3|Qhg_VC2im^FlqI;*5 z`f6+DZMM>i=A#UYIt|UlI{!SwM;VzzQ1e!zR;xo8r-VIuy8)t8*~fP8uTqfwb2593`#~PM`e!k|-lLu4er0tp-q0o2kkD z{YhzQ&#4`AN;XUW*2v5dmO+Q=N4`82=pV&-4J*k zI!X!i3Tm;M3t9%JCUgsw)X-(UrinjI>M%`su^w_(v% zp%B75qV(#J?z(Gw=nTk7sK*L8I`y7Xak%SdTtw>!t*9<2Ywc3T8v`kg@~ScDD!Fn$ zXWF-$(n;A?HE}LEy2YfC$gMm7}wK`$Cn)PKc^3-$jLx<{K!V3o2E*AvFe!M)M zSyiFeqs%Y{bw6RrPan1_j1OcM1@a^Y^LQB|9p9E2_Gj(FMl?K4c)!F}cAycf+#N)8 zf0BRJ$y|pMFQ7Y!8_;!y;TcjpEmZbEbil>pOwDC9M;@`^KGQu#?`zGgi1JLPc)^E#sAqJ@NB2o z31D!wPiY@GO(wwC;qH8!>k_GBm3WK-ro!FnkMcV~$sVY_>r4fPEd>@XT~!v_w(8?B z4lq+18}3i5QJ@XiWhkgBczr(hy zBa63-dCmD;O*sv~VFQ-F8FqR9Sw%Zs5ztV&(NUtg9I^Wh+6tv63LGi7UeTrFe|b-~ z^#*~Gi`kWkO|vmQpe8_Qb}=IJ_Zfg-?bErrJP%Mjo!7?h1GHT)+zN1qR?FmF=!(d^ z`dMkBp2@S&6m}byl@Z4wYQN^$ywl@GSAk+;xqHJg7H*yDpO;6F+;LMbOa&v0h4_7H z(W;W3sO=A8R#93gJh5w)rTuB*FtI}t7Sq+dd+&l`1}3vw_8*XHH*@-b-gc22JIY5n zedEqc`}dqxBv-%%kGJ$#cy*|(pvi#NI3j4)rsxInBm(5zPWWY{vOpXdL^05l(h%B~ z+&)+M2a_@gFnD4!yshr4WyE8YerwyGVk8WZB5rgd+AKlA(wx8^w5)gkw+B#LtFDzL zGG;z^Qk%e9rJ@kyPeqKTvBh z`_dYFvkEtGlZdq4h8TRTB5n^XfY3i=n~QNSNPCFeGhrIbSnaNwMm%O&a=-0=yCv$E z-Z2#@m@Of;@E81?mo}p&_H)1>T-+h^cB_lFF6wRTr%JdF0<_=r=vAcb{G#*9f|+Cs zr^~XXc5XZrBrX7Yh@J!u(T^T$zvI^9PTsj;WQpX0X9}lF6kIzQ--)WwZ_yYCQk)1$ zYsMyNztLt$)v_?@ic(i^(P#;piW`RI#FR^a5`-2A*P?j{zTnZ5i&2uNzuMfge3KBz z=B#x>mSHk}Z*F$wF#ZOoTA@V)v9jZ$d`?)iks$);k~+jZT-t*?57gBjXVQ>prbXyd zP?NWHSW*2|nG4Ya!naW@c&Yo;sqCJ*lCNKI*`M|! zkPknqD}VRnT9sv-Gv>Oe6hLNAi6(55>Mg0N2wLAp zW-!b=u(m~0{J5?hBqIC`0mSJaJvIo`o9{1Bc{>evR{|2c9^T5-G<5o$-;0VIdHoCZ zNVUD1_@7Au!Zc<){wdOvmOuPWrj1qx(QlOa%h6g2Gxq6hu`Ya+eal&JG!VAt^n{0Pj~gs(W78a)_?u) z_OMpBaE9R|7j_--;T=p8X6mPoD6$1J1Y)(NMQ(NK75r4TbpC$oIlmA#YWf0g36a!< zxE)-tb2L7_mc}4L#xEK~SIgdXDw&gH_{ z^n%CX5!rOqsUUI1+miSnk#T51TdoKxiH{&4r>@>-(m7Y8{7dqmQjM6QjUN+KS4Z68 z(kbE7&Agj{b_>y*XEw?rcnJu~=Skc$B{d}XYMX}~LNra8jpztoE?R7SEV$hrxd3`NXF~=USRKfpk?)akRAsZtXnn|Mv=*EzY}BeD8c0HSc0#{ zMpv~n+i_8`Yl?V+J0r;_+rog!b_ZWdK}Wq!x2~!y^P(ZN|F61DmmoE{feX^(0)q{> z3xgI+p(=K0>DOPh<^|_Xp#r}C%ksZ1N!v+hgRG(MXy|@(n>dzmt6A2S7^zIDA~SL- z%>-wS31myRJe^OXbrX%G>S)Du)83N;Wqayqb}X)EJ%wEa_Ih)eK%1?~s@r9--N0j0Z3kVa6tLAqn7tNZtw?4{-bs|i?xDZMR3ljoSgHB8y=9@CpEbx*d-HiY)+S$&*4;wQ;Ix4g zP?kGe(as)M+b=9!x#}R2?U#(w$r7ts-0vgbisLpjVZxm&)(m0NIA zQJh@o$4{x_ZJ_hYHxaEizPCq*Ra7`{o`}$4U^Q{_GyKp>F>t+pzQ%R$3=BO7&$IO*@{Md()cKBq0^gD_PV3^_ z0_tO8hY4cVsBY?z4}Ut|&?}J;wKlPleiM53%-Opyj8&wryk^#!#O9K4UTP0IUF?KH z*7+QP>B~h3OkuPgnA()A>tPBj4Grx%x=fmeNxXH?T=e-A~f=r4^`- z8sVF)*1WnUuM0%eCAAWFi<*d}*yn{fCu;C=LCtdgod zN^+~Sb2@1`eDKv`Qin|{cX_QIbep&8Ip`Yek$FD2h`$*E#{)k|Ay^gFc(Z8eyf#`- zmMv>itpYA!i5aOBs;QVUKY@ZURR@7l)e;&G#bT$$!#eVS8GP9^YARL(mmq&0F)&lucYEY=*V)n)YS#e8(_BKhuZ;Y7vJb`y{&V#Nr1PhM((ITqm!D0Tk@wCvav} zPXC`DB$|3;Fu7VvAz@vj_Pkg0DI#arG*D-!F??r6pY6pIQd<2PPe$HIZ8I>;#WLQJ zY(a7;e2zoz-nj%UXw)kA#OhCQ1?k&x*`_ve{SSztdK+@1H(EM_DKnk z67y?TR;6hA#s+fc4cI=)A>Dw@STQzW>6p>!E8tV+waA-H6?REfA{xp04PpcT46nC> zOGWBc)&&|PqU36={@6ErTIiHl(!qq=_O3UsK$K}8;G?_39-T{bbL>g|a`U+8sUH?V zk^aOSHk5W`j`t(6#%3|~PCsA9ZF0=XKlh@0io31QLdz;;E#S=M!|d+&B}s^$=WmEN zNjwocr=FXNU<8|FHC>ea!EJ*6=kKFhD->7(B>Q7ROX6?jM`UV z_{bAA(F{a4S_4~*Hm)6$a7QDg%U44?WZ(vqUP7Qzf z|FH0!8egL?ua>;nh={8n?l?7ZIhn6>A2zf2_AA_^ROX~o91``UtF{DD$Tbor986bc9ED=2BOUdflV0$_^ zQ`*Oeju)q{|1;vHbckoVaKN0j;l~xP?v=vo` zt#K-S_>N`rO;Xy2Nt%pB_w7Yr%=y3Q2am)<-6ybjee2@MxEULe4?hPkHY}U!JPoaz ztNrVF)h^C;uFgj&%HyimzkJ#M^78t2finK>V9}okDzspGH6f0D5%7G#Q} zAJNdXM$V0NNG^U0{9#9%2l^1KtGtnsKEy@qiKOOD{`sHuB6v<@;bQ zpA7-yYtND1DDbG}-$N-2HZhxV(LBzUj8bk=rO;*l;R`NaxI?RKXxr#!QK?|!WP1Qa zAL$fUi9PgmG-QeHtFSp34K+^IlSf;PY;1@oS~}W16A@vkD}Gpf;C-kAevCc7BwyWe zUlwY#ugU;J0I7}V_mB2}AK{NWw$S#+XEXS#Kr}+UCA6Gq;0s${)G}L()iXADGARzD|c$si@~c8^&2tACZWazSs+EIAJf9Sg5R58+FpdI9EH!h;pD2+H^U71DvN1g0T?7kATA zYUbb7NSP7G{8ucVSl`I3SnnT%B5t|~1H7>&@wT7OusWz|a<5L{ZF|akWqyD*STS?Q z-WMUXu$S7xGdMM7NMaKRDycwUHI1#3Ws$Z5y|`9nXw4YC57w0g^o;W$k!81828)rP z$U)}RZ;uglt4#QLKS}Y8K>1T0`@~H`kB{Y##5`T2W-W(_y!EsgM95O2ll@1A>&FX# z%M-EW-)PSA+-x;BmJad968cYaSl8d?ayA}odRb*TJ=#}NH$u>cCK+xM@Ylbq|C*&B zxO=q1dY8jazmMaDiB|uWI| zWhv4scWV`))MwPW4rLX47YMM!5frA-D*GTr_>BcK9pogH!v_!=O?NpEW}0zkg4o7x zXp}l@<~W3VEDAaNd8pY`;1{~>b)?pYGXk_oDxH&Ya(Coj>M@T%PcI;^r4G2AQ2v<+ zsR_u=-$c-c+G5*81dq_!9I&OBB|k3Ijj6E-*iyox`Q2%O26fi#jp$W{rN_H~A7Gp{ zr4t^4mI@ZL-dOLK2bfUeKy6gmZmw^uKR~AHHo5F*&*R+ER`rFnaNJW2pG3;;j0iMr zL+Zq;+ci-bf{=TTOGO>IYD8LT$knReH3UI?OcT)etJYG@MT%y%%_&5!+%`{e*`&M1 z7P4BKj55_3En9Q6mN-+?6bUyM3B!1qp(H7Wh@j7)d=1Sq)xG+#y?REG>>Lt>S_i^< z2f~(agr=FVx`lrbkcm!YiA`79UAMDk)xu`~qeR8a?v>|mq9Sw-TnB_l{?G3^y2a*^@^j#ik@eYNl`tcxe5Bi-eVfat}{B6&y!fjv2x`wLR+Byt_2LjQ#c z$8nsvLblr&t0RoO(Nr;7K7<9CH@SjU*cu{CAglpZ^HmsfNpArrrS_HiGIGBQ!Xrk{ zP4xpK>E(0zTbVKYfC?4L-ctHj6>H_7k0~{RTEGL;tEP;di%%wiLTb?m>?R}rC5QCq zzDQ|i`7)qEq)QrePTl6iM)~qEDEA^jgcN^^&7QLPewQ-Tk+Egl4Q68<+ZNEbKwxw! z%-IzBz}|`Wui!1r*&v{#E#;9+Jc#}#oO3@M=Qn`evB za^ntDw~kw!e?l8O>Xe&oA}$Z1>odgbD- z=gi3yk^9syYO$*X$5ia(-%EGvOu4~?_MF;dq=Le6>bRil=kVv{AIYkMa%!@gZ7qFaQ;ZR~Hy8aNS=DVxg( zCS_`&#+@VZqIg?ij}2BLu9-7M9U^I@|`-_m221?>g*lm1uqld_samF*kYnQ3gyG!XfWKca-hb~6uF>P z@x--qDz+fhI>Lm!HjPMp5MFxlJ$ z?QE~NuZQnxfd-nPjJ+AAuq@oLWg6_$*3Or60dFzFOymXJvZV*4cOM8bT_%T`jc@+k zWZb#}kr`oLbtexSwp(9h;a^$3Y@1M9T^f$H?3@^WNc-rqKhJS(2BGz18?uXdV=dwj ziCt4F79MyotN~H+-mA%ayQ5qf(SmSFwNLgbYva&lX;3NSUbD%~$z#KDu%tF>aDV-{Hx(VJ#**}%}}fOxmnSzo6x zw0ZiBspx%)wrCVppK@%z$LV4S_?ptolS;Vs9w+VwEe2V!o{&}~Jv3Gyrf>#3RaBd! zN3B13PMFt*aLnzS?)h%`>B_iX^LM&irhP-Khf9=epTB@7W>0erB0>mDNHFh+6e8!P zfJT--Fwh$oAHW$GL#`nh)?}D%>b7y94qR&z%$_9E$YxDoIs|SHR*4iSmJLV+xIhd3 zqO#UtQis!trVu+B^ z^JQkLmlpCQm?kDXt)=wct1F-50M6IcqwO5yiDe6#@4lWl4@fQTtjoX{f0ejI)V#70 zeJM|hY2c#2hk!DssKetU?y)#`!d7mu0X3Ml;$4=hLi7Rd*&qqL%&lfq=qM{^JJ2d4nG`qOt!UHk?W8vmh&!pod=|3l*Q-uP!HUf7--yvw5xt%*U(QGCr^k#Fd4p$ zJ>?uP@1!k5Vfa|m_6$I&+;E4 z2TU{13doCA(uZkp&MLda_i{I|gB4{kC~VzRNwl)9Q>JA<8JXHCuGqrMpNjKVg#_NM z(Y_0N^|5?q^nr6+L;MPH6V1EK$)~HP&$@_W>19rj|6#3V&PH7|?;&F46;yl}-?k+2 zV8XKF1imndtLZj8==%X{hQOkqF;9=Lf*e9dlrPCws>{VAiJuZAY=!06#@U0h@EEK@ zTwdnw1kW6NfFGb!R^L?qo*gHkC%~h(igFpWtPqkZ=Dx&6A0=v5Z2!^(qbXj&wqWLX zMbo0(E{bw{X=S%e*dv%eZM6k#iv`xI3wIoqXU`dYyi9Rq)b)RrZgly^95-_^n2ExE=|^~Ogp?8sU4>DM!&|$ z7jfh{d&5d~=BH+H)|CS_LQfAUV}GtYSUbS1*|6JR$3|H9_h?$ME_xzVUu4(hF!Gq7 zcue)(&pkt?m!Op1mjZjzy_Rp4E zpDRYg=sac@) z?d$BRcHyDr^-@|0KjDwcmf>@q9<(E<(VU#Bi^*{KyG9R~+L9dH0&C{V-z$9zw@wGm zc0%k`ZQTQx12Fe)4E%imCjPwfsyi5idSLVe(){$f;8Nal{bDmuSKTZZ8*VDcSm{^3 zj#{Zj#ObRsm7-Efj@GYG5==(8DV%dyMiVm$G|z2h$#>rqj7`mxcYSrV%>Qx>=dV;h zx*l;}D$~&kF^}I-*@Ly?W1T-aap)V1!ZWKRaB1yeF@9{Z)oym(Up{_F5N4N9W!*Ha zClD>4C{*S{X97`EKHvx1JhL8EMGg_}U#UChqb%~KDf~>1#<;_yy>*OIR@ zIKm192#&kj7>#}jB4->L7aKHp>uRb*vQ##fs*-G-tKoV_8JoZOfb+Z3#!}rsdsH`* zCMp&&km2EBWx1Pg5Ig?2$>eJ(HpR$pCe1R%0&1`zT%y6q#eI@0cOR8iV&rnjW=dUVlMUJ>~`qsjci#q0^VMMC*8|3 z{>uF0h)|@+)M0`-r&nKRsOx;0Ds$od*$07hbn)a2J<49#u+I}(@#ON<zoU^ zI{k^`+k`5+>OL`04t7j$uatjy@oDUTxckMYeH0H1k+^9ZQ%`cW2<|PgCHWbL90AVPcILeHu$yS!eb*^mpLUGJ7F+a3%|Xw--Unn)-)T7xq=q+na4UN%xN`G-^O$b z`YzN?C@y^-xnG!N{de;a2%P7!c`-#7j=IT6F}X3;uC=8KvO|Mqv&zmAv z8HdI%|ICL3`uxe6l4=joiTaM5e^`XU4ur{4F`x*Xj+_SqOsekLP#qaYEUEg6iNQ({ ze5i=rpY|B7m_rsbwzyKM^QmbJLd6pmmz?0|;uPL8 zLmCS?cLs%{K8Fyuo@(PapT%M9EK{I`;&JC0upVO*v!!q?vBo;r!N*MIxq?BWg<`^s zx2%<4TxVW3{SER4D#e8IAwhu)1UxqQaz5%p1iZ~+J#ki~0H5M$<%F`C1lhWv7Q9l2 z`x`*V@oiVN8Rd8HtkqeVg$fP-)T!9ipu?NjdT06bVDUw@7>Gl0fBp~CCxpf5YHDtd zhi5dpide_i>TZr}BLvs!zQa@Xc_sl~`5z(`*ucj-F7bz1dr?$W_74;CwxSxF$Ow0t zakaVBt>ND{M<=2nO1YuBt~}s}>!R>JcDJ?$3LEbg=5h34n&rdTrxN(ICLWE$uOyKZ z38Q|;CgxI+0!mL=WxaM~8%P<;al;np#r#XM*1vz}q$om5w<|^zW$myQ2dLVUiY7?& zR?Q53E_n)ptyFyP|M2pCnszHJh!`0!Ay;{rmoZAO>*1$l}@(u18Rdh6emB=Z#N$A zA0D|6_)Wgvx+*eAjYZvedbGdl_4|5`zWft+p8DmwX?>xrzmC-ouGNdw0KkScIyg@w z?%65kY10iH^smIP21e%M&`(*89mqb3z#w9yHblZ=so3XlY=nmyEy)Mdk@ulz{+UJ1AvCHubK z+5U!-u^iPxZRz6)vpkRr(84^MO1{?8eX<%y=j>51mORcnuDz@3y#swEwIQ62G0SpF z37Xv%n6+c~tDN)&3m5Gb$$g{w%8|%eB-iaIyC3H8-5C*Jb}XAZGnRe~#ccF~6TB$v z_5$fr0nF*O%EEZk#ukHv|E`o(?WY9 zbVR6SRwhq5zR|v%BrEPccIkh`&xE|b%14gHdz?hWG~#M1fLd%lTX^UusK=70657JNe8?!$ z;wBoPnA?w-v4~WTojbAF{YkA~JC)dFj}W!hEDlozgtY|^hA<)vo`nMeVKc#lVT=Qx zrxry&y@k8H({%nj5x}-_@dR9mu^w}>E$((}JI|uUMVfSPNbt>X84{}nIdCN)LA1&7 z0K%ZT`j~=lpmbS?-X5u31|i^A-jUMI8(xLrhL(N*$@}AwG}toWy85L zLX-a=;Q<1$w8uvK2g-=|&K|Lqkj;*|{BMJLwV}uxL3jfa+ON1Xe!8v>9tjp1h%33+ zu@J$88gx}aqQ~C7UI)$VE@-xwT$FA6RZ^IId&Vrs!TELmT_Bw^^!`J)iy-u8*YsbI z6Ss50?EEh;e_Fu0dLG+T#URapbh7-8anW`aWy88GIPuDz`2ri@kVO33N8fh59jT(G zCp!h6OQE;#t`rgwd(*rsQ#qDAo!qV~N`F{+pG4TC54=)*glI{l=z9Xjm3XgPKgc(xP?2qFJ8ms`+eLPzd%B0} zqFG6b=v>AiI1uXhL_~7C2&wQXTg7&~b&Z5-kDhB#3M`q$y)8Q1&ouc;ac+HfYpHch zffbI@cvZ%e?;@@$Nx$&k;)WBR1m~JBYq4DuvH6EH|3N_SB(b3!eG=Vt2g$1T8;MP< z|Dw(tPlUS2e;C6Z^P|`#TWgs+b92?h*B+!BljOPxAb*|sqxfW{^SH+b@Pw<1mud~_ zchV6)mbD#`uH5Rp-m=jbDm{vmePO?}`j53najFXK{>#$s?1y?TC#&vrd1;^1Wg-uZ zd&Q53k{2WLV}zi7nx_1^wLXiL7=qlkRq8Eu*Yg80^Q(gH{h{uKF}KoACpjYgRxkES zLWoORY}flj%`;`8;ytB(@<5=T^FWUDDR$`*wQ+Vd1@I zOR0+ExG%2tV#e!4griH*Pn_CALQJstyVPGZHFB!N@>n6U3JmfaRsBUFu`2>!l-Epn z0%nklob_k&@Vh9j<#OloOg>C5mJc=~Cng{7BJQF@LDi)=354%m*DwB4QXQ~qvG!|d z|M8#F#JeH&!4nhYf9p67I-T^g$C4SyiR(p00DG?UoU!In9l@hp$4dv~h$4B@0h{xy z4K0TJ8ov~p{kmsuUFM>}QBL8m50>fny&F#~k|9YMe zkpf3LuC(wi`7Eft*G#21-+Nw;RQ*T2_+e0duO;%sg-<+6d04lA-H`Fbe6C<~6}KXA z0%@gw`MCW6u%PW1Mp$DR>S{-Z-P+gw&_yPpjt7MlI3ODs;(NcTcNdsw{eoh^$*N8s zf`LI9Op-+BeAjaMZ(DjeTWlS^oP=8NVVd+MeA0@ed+HCW#19iWxAE1t8K0qx{I(9f zv_FvGOQkcntenXHF!m7@g1Yi}n*6s=mk8^*|2U#k#83B5=B~UK-u?N|p&FZ2xq6XM z(&4PpHkZGYLqVzJ*-1`!#Jo8$qoh<_^dG12VXh-IGd(oy#svaP()|!b8^}CAAAd(( z&T(SQK77-qvPYy8galEs5^k zv9j)V9{KbF>B>{21fCG;o|2=YVRkE!j;>asQ!6747VkOMtgih&ZUJ|a0E>@#GNzQ2 zw-%M9+IB??P3ppoQ3vK1gfrBl)24!wRg)V_%EQ(QEhGO!UTbu;ZdXpmH2%fP^UWtR zv3YIvGhV!kB+?OuCt6o^ovsj$uF!=qThPw+Bwq4SN`YS+EvEa}VYDV3c)V79O}6i6 z2mzu9{ar1at|r?iRAD9eWLMLspw71LUm^QsS7TohGf(BTC#}#&o=6cQvCId6B^t-d z>L<=-xF)!W#-pa8)V;I;76!dxdy3Lf*vUwgthfme+fhl24gb?>Sy}>#WQ&6mPUV$| z(w|s#?EKgBm}SSZT0unBBtfzEUuS>PO@zrO%`0$Y=)B*~;95w(dwA`HSnd5y&&FyK zFB3VIC~XehRiO+4CV^jffvVAZ4%Fh22a8wb0H+zOpUYi><}q(z=+OP}AQxoLMwBep zd=CCmjoO$QA7*Ph_2YSs^H@P;6nvI1WIkrT&snrw*3~>{!GFHM+5h^Sr6E*2rKr@& zr+xUp2o|lZqi}k!#lDc0$N$hwJ!tN3vysra{riTk<5=3MOOD=_tKT)DuCu$AlD&l| zvHF_t%-Pp*mS_>T5E5H|a1<#gfzG_upYVU^+UV0GVV$B4uhw1(K8#Tc@f8QLOYnU> zFt7hZZ{av4&)_05fN$cwGvY21$Z7ZnAsGT}@D=Dhex@6oR8Za6PE@&B7qypZp!8|f zP-vR&v#@FhETaXnUFg_K@tw$a9GuJHl{v$8ORg%eU;ZBINANNVj?UZu*WK|_P-Wtzf6Ng{6k{{99_^pSeWn@*TewmN7eR^LOK0!lkB-w#LZen&SaZl(n z*hDqRHCJ%&v2eBtDQ=3H9jdFT#dB$<($20i7$9?@f(>)Ornf)(86z^GjrDVXrkNW5 zhyNCndr?RO-KbCA|83SrFJi%c@ye-%asNz>FPlQO%Oi+bKjJI4nPkN-qhj%n*2R0Zem)obq zd&*PuLdO4xmUds$d>7beEDuN z`{|k)L7~9c7?h2x;rZlSmNbc1@ueZR_qLZGWVQMTF3zc&>DVIvOx`~TdJ^o>D=Y}Y zYh=LEZv;MG&b~jvL=TC*#}fK&Rj@}3R0ADoIHAtth-pMNTQI6ccI{pq1 zed@q|lYWabG8>YKX3dPrQuUANCNcfP2q*$!D$EnzGrgg<9_$^0D-VCE#iHzs0Ld1= z#iQb=p+SGFWLAEbArbS{bal?xVyI`84_V%^3s~}_=lL+ASN2N@qE}#3MH~bOiD8td z=8KdEMu8Ol+#0zRR#LMlUM&4Nx^RmVFOVPChhTC^_O!br@M8ue4_-VowIKpcRF&UT z+sw4&gNVdGUvrIO36&vxQv#?+Ny-DL7DF<^KmbM`68SEWuCTR2VANFdY+J@M@kO1H zB{lTa=x_~q?aJQK_QGj5z|1kehw)8eHWlXVd%l$fxJRrd)ftwx2B_y)Nmo?ynGdb- z-l`TqKxI^`fJe6mcl>=nPMpP0L^r^9P+}j;Di=+c&l)SZLOH>)=Oy|B4wppZGSpV| z0Y`I6i)XlLS@nY8mH=Fc+WwbB_Uxdz|4pJnq)x;*cYA=XKOHsKaMg#MOfdJ2#};PB z?5em)4epr!zPI9Nd`MZQ3dXz^8b^BbO@Gfstiy?P%~3vf(~A|ULyx-@>V+JmU`z8| zgy&o+5A#Q=OA24Psd^hHV{Dr zM<%ge`6SBMmh8{33|FYVdS`LSEv3je$zEHJ{Rmb`wA19tsaX{B>fIzJfBB61djsji zcSqOb@4oc)6JY~iKvx{ZH*ATrN|MxG{9Z~kM*D`c-HA~ehIs}^2Tu~_da{J*+P2kg z5ru?RA;}i2D)lnNY30{y?eZ($c{`gNA`HJ%?Rx53Qni*|M_Kepr6xV^!X+X|imX@w zMNC!(-wVimV)~cz4g7F63fCM_^gSU;k5BXE+aeM1wC!BlH`OJh7E z%>p3@-&BmK1co3ypwF~fx8j>sDj3YpCkpSXHmF+AK)Io$UgO?pro`lTO}NvVg6%=p zE1G)PZDg#@^PSHC;2I+wu+ZnexKzq1!?j@%R*^ABAgb1h?}%F6b+^ zX~K;@813`QrYf&^qI_pFp*B^1T}(yKLejT0i;yzqcL{IDq!)oLx2&yGgj zq&ll5r=zlxJR9ZP-Vu{545idHbC4xbQ9uRLgK5|)cIJpqaHY((K{Er)>Oz?azZ)%+ ziVGs2LPBH(6H)77H2b!Qg$!eIbrTcW3zUB{lNToS(z!mMD9Ui$u+|yG*zh~MrgCM> zHg7L=SGwumVd&3ifuXSO?+jr0M!*KA^uVXRl-;MgiEo|NFP=2Dg;)^|%`tv`J>-|2 zufTB&nvjBZIL8?2oT}fH`;n=4ySG`F4IC0$RP z`gE!Q;g;Jl7k(qvk$GUp>eO4O{BFF1RPA|qN3Y9CfE#nF9m_vq@^}Y{ng~i5k95k9 zWg$bgQSxZxRZNS5pEiO;JvQW7jDaSHHIw7+rm-yea@^9wuaF(l+S`s6hc$A|!ak&u zL?-4{a?NXkD3|mD>a}viVI1ODjztcZJoBKPl2?dhCP4UFAA+YKZz`j#!Qy9a#OMk< z>6I%kF;?S7;XIfPJY?Mq9UwW%a7zAIq?2hZ1Ya(J3hH6j5d~}oLCwr|#_azibjJaU z@@>dt8Uv>&U6EaG_#}3W9FC1%JFUEmDN*nsZ!K|DHMA9E=G7?I{L`EHO=aFcndvi8 z8X;k>#qpS7(iy05l0`<4j(WMtlF z$L+=+;({7)VSKu2RVD3sGb8Bfx7ym8 z!!gv-7NWE^!eWMeWu}KQ0Nnr68#t7tzcXeX^P+j?2b@8;-EKzp9u!;XrLeecu+zLo zgRe~-^h#epiTOkUf&=hh0*Uqb#VtG0#%d8^CO4Xcg+I42rX&q7v}=@& zweCrN?3XxL=66TGb-Hn9;f{N1n!T@=?anG{tcH|sfx7T)sC%@gb$MDjx3;)(cTcKs zudY^j*{Z{M(>J@6#%er~U%3o%nv@v|h~S7obMHJGsy$c&bR?;USrWC7!485at=;540--Q*MZ8iBz6WeQTbI za87Y5^$4c4ojM*!86tWdY9KzoFJuhdq$Z^fA~L&g9{2)ITPb7=)4B;uVEBCdTH&%s zm_=f9g3;y&1qSvX0Zs}n(^2z7)UiK;)N8J+0D_SR@+5(IK{pbGT!&-N|F@OjVaE<|$aig%WQDsOSQ|Tm?;7*eXL{b}B1o`tNnE zP?(-V+#7Y-W6Tl0?jr1m>_|^iB9G}w(C6_-o|Um^&@8Xkwe0xuvSwW;DnFF3vU`j2 zPWiUh*mJ42_-ILcEWyso`=eJWL8}~BkHy1xd6p{XrX-kh>B$?ypO@Pya>!#FQSFn2 zeciFxuu5G|y3EJZdO83KmkX%gHv5y??)~P=kn6rr_I=Ac8iwj+eY7M!R$#Ct1FPo{ zb<{xr2bYpJ+B24+6gd>Ji>nvTD+YrFb5~a!7lxmCrN?fQ!x9zCev_F<{~GDwv{zHH zs+)P)CbzzLabV6Q*P&1>&pZ)huHi}ai=!17o;CQ!$mZv{JR5l0s`zZcm?6dur!l4 zC?ISM(2J_b33@|V5RIJZ@3W*4WXMT4c8vpYIXzLf`ZDt%o?};7Z5fVjgX#AX8Ii*m zs|1;MvOb@Yj{O#%gBd=?=1!s54Z#i{YM~Azgx*4W@JoT1CP_7ydn3VwQuErx$`yj}3FS|zX!*E)N z33FZ7=g; zCxj(ZcI1x!lZF&3V`Jne*wjd^nf1n%94V`9-jC(|hREOTJEwIIy-7A=(mLCrA1Sqk z1c|K+c0GTeIy#)3yjoh|vn1*@VPmbJ7GVmxQj#QL|Shz^@NFTD(cSlswyF@9;@*vfwy*&jt{$)QcQ-WLp^ElJ?wECYhAsQfM)B^3&6Z9cCHXJ_}X z!DiQbPm^Dr=Q8F{l<)!Tez zyWI5&d_|&T(94L7Z$Sa@u9Zv+XidY!@pfKH|<#y=)OG6*!pd z5Ui!dD?}wX&0vt{Gds%UP2xkqq(!u1#v?>!G+n^Bxa&DP%Hkb1I)e%eixO+1#OnVi zj_UhAv2y{Yfcf-FQ5E2b);sHl-ZX1Ph4MwNH-eK~{ zYUDVG0drj*w6lnZtUPvw#xJrEKjcKRx$XGxM7r;L0bOu(#Wf`osr$B&1c1AnT5cKcbTu? z%p`%yRnFzP`|#nWz1n4?$kt>@%WlBFd4Ig4=x4KfxNq|7hG1bhcM* zB;fL2@t~)>gRJoSnhnVHtS6`^y=bdV&0>gF-jhG zMuD2Y@88Ju+%@PExRiK&D9Se_@F1v7k2b3|?U+clc2$j+`-aw!WKxNyjZj}~5gXv^ zoJjpP22Zom#c#Nw6c<8L8>G#eIX!LpzE2t9`ZV2*O

+q`P}mx3K|I96lx8F_G4& zL9z?eZ6E(^^y-;6=Vg$ND>IgF+wzT3qmJB~FR8AIhWk6`eY~`5vYVb=J@Lg)I%;>$ zrJrQDRC)x7!DNPFY+UcAQX6N>IrXCSOE0UR9Ik7ENevC!Un?g2Xt5>5ay=o*R4G?o zv03z~EIokUY#`-43E5^HO67v$PDM~l0

FTcMvQ`<;t!{B{WCF0gqz4z#Y?I%!`5 z<3+6+lwQ`zdF~JWkXGk#2?_ zy1QZMkO2l5Iuwv@>F$zFhZvCVMkOT&K{^zqJCu-6K z0Qtf~hv^Cmc~{8^C30Z!KYT%A_4Px=9~tv%DikIV|BR01 zzkOO&HB*nWk>ho#k z7f-jhyT-Z)^BWb!@ubavdSnD9I4FcCUmU2$QsX(lJv%fcPaj0!3e7f|?9L54=99L2 zK>483$Y7>Kx065bP@4fyVI@iev3}v}F1tGhtaNlPC)rO?pB7^l@eK6`fq$YyQT8^< z439io<;4IRBt8oq!k@vip){r)mp+uP$rt>wiA!QCl;k(49ZS= z0eM4@VmBlc6iZM|b1JKVtDrI;8^|&-bU*Vq0;e_t?d*J8yQkN?6$glxF0+>v=Q=|1 zQ*_GMFcA!o(;Gb*zp>*cfed1rEP&?(Or`1N=Il^vbtuUlC_munQ+O7;6;3#=K=8(f z=^N;4XCU{q++2`ph&@7$9lYrOMe%%9QK06_kb($rTBL*hu?j9n}hl~!L zMSmFRGJ0jvP2kbwobEGty!DD!b`Nl@_>4%IzA>;L^N8b>fjc; z(@6{9B$@4M9ujL9w6M9WzX|FlX&p+vK~q*l1A=T-WO|y&q=}MA`!h;{-a2 z_Vy?wKCd$j;$Vnwc3waEo#gzZ{BvHnuD3bilP&Q>dQ_rK_fpgozZzdqO=5TdC@bFD zA-MIcU1$HO&PTj!`K)DW^1;^ZR;&(M==8;o7sgD{keS-45vy`GogMQeXhmKzpKM7}$WmA#a3SI4f2^jAajz|0E3)yAGvN*ZN*EFiqR+SY|R43YSoMH>d zp>nM()jBn_!F`&?>CW39xbxcsH}-AL{NqJoeqMehKJlT~#XF0_ZqbSfO&qu+Jv5PC zxacC8*&Xd0AKA$>oLH+(7VH$@rto<$4*etnF%O+sDl&0%^(VHYFU@9SVz^!iqR-CG zBNqeSCbdsNMD=Y4wR}lf4nXPP8lxGp4HV}Q*=>}fB=k*S82A}z+i%ORuQe#MVTZdJ>Y=Sg++#$6c*cXZ$F*bdHPt7?{$TN1@T80k63*Y|fI zne6^eA)ZiQ>}$~XJ3{1Vw2oe<=S>@8%YN9)g5||f-znw;!e4?e&zl&F9-#rn{*0CF zxP^O)a*raZPjS$iX6Mlesrxw5tSfS`OU=42r06ZUQjVe!nZi++V%SSV&Y!MZOAZg`Y?vylQsR6-T#$~k z2S$%aPRpcoEkY%)N{>NC%ktT8a-02KqLocjK(qUtAk_v8GFg_f-89@^YKYcNp(Y;( z+|KGSR^c_L+g{(GGbxp?{Ah)UuVDeRIIS5vJHuP}u{!8cRI|?SrOe}|lU_A735r|N z3-bB5OfR=&(+Z_Nr@FI>^({4Mh#|gsAWQP5G@E~E989OUZJi|Ipe}KhSoepCq1y(_=LfGDOU@t_~wvY^V3!NFa#?}TnI_fz?~%E%ZgYY&B4zu9EKSi!q!P8dtuVpOiM zL$d|9ywth}k3A{NW?+S`X7i34l)a>yYTVhlWuw|dQZ_G} zGszKdn4ez)4n&=ftTJxNf8o!U&4%QN35wME)%>8sc1^WMT&)Xc6ltTWlHx5{QtkMf zTQ5G3j)UcnU^ASbYy)x+Wwn=uy=?;);V&!@(Ae|pV|0!N^A`%0hI+A9$3Q||z zQAAeMjf%M84rxoJ?>c=ywW*_&)4*4$5b}NUWfh_P_oOMx5G??3J`zhx&++_DI+@oG z|Iwryg-biyqC&nD+D*8@vl;v63FPTxiF^97oIc`Sr`y~7bG4tyMH-SLyO)cPt)BlT z#0Vx|UZky8`0|fecne9$-NSlYFJ_7=zcR@z&r}C+T{r(^r-=RXFPmo|w`C7y!eu~Ap?#Pq79+Y(7FSn>kI3{qymw#`=b zcL(kUKp|B0fwQM1=j56uj)!kz?NmpOf(%Y_92FE4e%y29%Ulq5PtUry&-a9>2qUf} znK{wLM;G`39@~9|xCpLpcS&c8qrQ4FQd-@BwegC>Aq+J*%tda+y#Qtwh^;f99Mbe>Gj>$dtcS+ z-L}7usv|f6N{iWT=$;c@G&*ZUwdSD)?qK=fTMfm&jnAfEsdR^b zuq(GB776j=h)InagYJ$=tn1F;Vjy^&Sh2-)CIxh0$A^@x@h7&+v5&MJzm;4`9si)J z8HhgQ&fqA})SuseVj{x8F>5b2nlMd!5ka+)z(O;*rJ()2h4<}h>a58b{WS$rC(3ef zR;O&;@W2m$EThVMSA>s2SiPr7UE)v9=lrWu+q+4Y^k!BH`{s=^E0^|YDG|7Fz zSN+)t;be3jeFesAeI%lE_YPPFcmE;OL49xClLW@BtQ#_m!TM9{ns)|?`J}M$WkrBT zcQGKUInJbHH+pQU@%@xHf|M3e{Y%Oj8_WG>C{|{~4d-{BnzS$&+K+lQvSHCAG64S4 z!w}K=?SD~CJGG9{l>0ZyPv&NqXWW~%_o@eMznK8mK=P2Tt~&0ot&jloPjQNl$pcL; zhKL^@^?VKWEv=o8oJht6@^v(J%9rZxdITl2_x0Y2(az?ZXn+BppY9EuH+u!pB{4nF|HA>c~7 zG^Wh1A6@)EU#aDC8E`sw7j(X>1+FFFlOC?59hXmLTTQiPbpSEpcgO!6aE>TY-%ek@ z{|c~G1N&uMQ&KKyFd-P82eN=<4eBmtfaCFhPgu_2tx6k7owHYaOJYe8DsMpuEr>_T z79?x5rKzW$s9#s=Z&G;4DwAoyI^juADpfkJ$k>rOaR;)^{;O(iYJu63*MT$0Eh$>* z)Ne{ani&5O7%+J9I#_@~c2=qV@vGFo%zmrE+RuKtv7Ee*Fgd(@9jWqD0i7V`-Nvk4 z=V7Qx72LH^WGrJ@FY|#|B@jA2+gE;iCiSlTL@|~idXdZaK&ZKDk5R=JI;}cY9x5#k zBJo{{jJlejviQVdyUZD{>gt%nZJPqlHYc|9{loUG)S z$bTywM+6=-w+4$UbHJBOAuUuzR~fbJhqNiGBk0OrG^}usB@>7!6*xxIRM$75A426l zW?~Hz1XSvTV7ERXJ)qw?6rXQKI5(^)2QPpd?2gNu6Aop96FyM{`*fSRBuiZKug6r{7|^OG0EOV2 z5_fbYr&ybR2b1t19q^c5I()R+z9w%DxV5IO1Kd}Rao+#JRsvz}#x)3F{AC8;U@NiV zwhm~nVf}$R42xsF9r_&=xp>x_Q_c9q=&dUoREbKA1JI+px?OA4$82A-1Cn(h3amcH zDX*!oa^fYDo~|8|^E%N@5Sy$8PGU%r@uL%X*A~UDNs$3)+Xb=wSgQX&R`UTG_F;o9 zqY3AOvVJVo9&RkJpLZc$3uN%e{k5{!+4r5NtdfAdhV%#cXFH&Wwf*?hf4P-h$T->m zra1amB%ZNq3ND$t0pYH3gJ-jCR0VIbKDUpT{cpOXkS|l&e*DlhMSC&YKvLNr9tgiI zl}Pse1ABnBUE8 zIFbZM3s2{mu*QG0b&8D|vq=G0Cq3%Vp= z3Z3`%aF%45z3-pK!`K|Fdi5w=&;4}7Bt201(f2B3<&O>iGY@X1o+n7Zo&wk=QCw|K z?s{=U;JdNzGVmpt{K?_xO%1Y4iX8L&T)Bp9tyv^Rwt0TGTtk)?5=rsOoEFY#49Dhy z<7)^a*wO^p$LFeIhpFOrz2rAw#exp}?cD4Mbks%cwLA{ZuvGen(qaHPyZ*zG)7Tjv z?*E6sHvw@E70`1GRW6pU;o4m<7+$v z@^bDS<(buLzW%MdS3a3*5T$K;h_RZcN2BOFtao$am4>WK#<$Sso9MjX1x+XRux}gBGF_9bQ z{ZqOb1uZ!%bJ@X7>1AA4UbEb$Y&kkUW|+rBpoJGAflj5tZC2Q_f(3Zt|*Z(>?>90(s;rptB= zaB1%9Npn0RdOA2T3@wsz^I%@?W_Bw5DIE)Sg__%hkVB@g=^;-ofEQD=yp~@cS!kLU z&udnWzO!(2xnNE&*CbE(4Ix1vUdwl?*Su&vF5@g{7eu<6u}Y$NX=PuEjcwd;*fn=YPLzOKuVrjCW6c{z$+}VPYkkACxhHAdWz+%V*JQ&L-Njgx7X#h{Jt~Jm z@vcm@3ojK0r_Ywob9Z0TGD@N@S-y`L3JPVotp`!YbJ9H*`^hRp+BsEEBJ%6Nqjp?- zz<nZ?juAaXq*JefWTr8IdcM@nLMpeBL|+Vb@2tngZ_c@tz)Pb&ldKxD#oMKz zV!Gb$RJA7>k(O^;cyd6zD(7_|u9ZQZLybPA?Xj-vSeS25-$2(fj#wMhG-MlTHpgWz zlx!K8hwOO8d`Pk9%SQS&$2k(F(df4cn%6JajJ-TTaZ=P1bkJV$i0%YX-<6rujo}&E zkGOvn&wA?$;;5Z)`XuhcVygqnn_<{jUQ;Lb9w5t`sSm1jXHSr_ai&b0`#<5?k=qH6 z)dW}rzfsO5hp1iNLSrjpR~S>kSbk0(>#VxDw_a$nfYF0U7?Gtw2z3=G^mvJA&!B%@ zY+~wKCV%#ic>%8U?qvJoL^ob`^cARFa|0^g?Bf)M7JU{55pVgE-%ckimwNySBI)@H zmiAh@f|cGUPm;B7Yr{W;Z&~5_e82WKXTs>3&*It4_u}sud{;|bILkaQ;u}bKKO^#9 z*zY@i`Lvk-#JUYw5F218rhm+REt9UScIeVH7J{;8qwwz^{cNE3G=G^kLEwBmIZy!>FOrjvcxv< zauU{b%c=89i$Wa=gRPbYeM1Q+!*kfTgz2r8fn9D{Qd6QX$gy|dB#DZ;nL%A>+cbgV zn{P(q+6FD^a~uH^ejTr!ks(Uig1}Ge{$8h!qL5Fns%OhfTg>R=Nsm+x;r;i9@=qk^ zI!Q>jn%RNG`zn6u52Q>u?y9!$Id1`8nWxWNS|zmT-vW~nYUx)FrT6OW4Ec#i9v=4T zsT`@q0=O$1$YSVh61NN_#11ldqzSC=HDfn?b-L#x5@Ky?Ti zQ4C|1diq=s0eeMK1(1$8{CEJR&E}SAW41>@$Dkhpt;h8!cP@++s(-2!a8#ZkKhdqn zzL}Um6p-gvGciNE`ek5^8Z(38Q`;hDl$#2*a{4LZ;Nub(o6~R0aI5Xb55*qbR2~?I zPUQy;cw>Ib=`i5%C|8#M5S7G@O8I@GCD|WwQ2sD|!J?dfLuu4i$u(0f#12)N zQy}~&_(ILDoa?yu8GgK3I<`w%ZpNyaPRu#4pOCB>5wU-{QAidW$_XW`tQhYSSm-Zq zaAOWA5BdbMOK&z`NoS{jV5dtKc48GZUzvtWP=w0YNXbkfaT< zEl0tWavc*BePzGq?r@qhy|2}0$c~xLQN=wZ{}qU*rTbA|xgxjG-8?8JeS;{LYPhob z=572~#s&gDXHeW%B_}RUdbr2s#G(6Dqu8Lp$sBVituwM}h>=!OR)6=at+=DMzG6Vf z6@n@aQ;?CTIboz)4XI;7WoB5V)`8!w-r**LC4#wPv0+eY)@0gK{V~mv9>N1PpokbW z%75FW z)G;dJ?Qu&~c`fTc-=IDob3BO-84mk=(dZ;Mf&okDB$JaabBtYm@;)2^OPvc?txLi( zMbRddhw%*DR0##ft|@lRJ@#0WF5I+R7NOyxMuT)hncFR$=p947w8n~98Emll4pYcU zHWf%rKkRqnmU=<%*xIqI3NC@=1k-gM%8&@4rnPsQtH(lg@ikVS$)a+GjMh zKGKP}Iqw9_NXLZ7=;@ef_5<^1Zq$k(H0#Q$M<#-is%Vj~I<7!YZa3tZCJYZTXcOn8 zq=eM{oS0*(tSqzhztn(^D`+(`O0hrzUnXl>UMw27 z2tdZTQ5;fQ-wA!_DdKa*jJ)rW+gM02yKjg0KS#*eE{I-2JIzvs?r6 z!@prk4ZE(2q8GwJhV)2`L z{Vn|6hK#^{2CM0e`}y*i+$=uMj9m6}M%g$jp3>N-ryWcKiyDw;?i7{sniC<8tccBo>6Kr z3S#M0jc)NO(qJ%*1)NRxH8Phv@U*i|N8WKQ{W3dvf>(P=T9q0#M3Nyc1ap|Y$ed>{Zcmf`Ex|US%j{n=Wpk$8^uo{^G?}bbxCoi_%gMv+63qEkob=@ zPU*dF}PHHpL6?xI*jHNUnsxMDI6c0Vdq!mI@(!Sq#SjxNs zriXQ?#N>4UeSPx+7h-Adktj5+;`uhc&-VHY`_LMzr*X$z#H|(OUy_(=>J1rEOQFAS zO8>G<2hG%zZyld8yjjc!;-aLMg8#*rX`@eAnduN!Z#6ahI$^Bu4IYep{=6}nH33?p z5bm5w6Bi13eURA>ZOjM^`ulzV1xUrn?Suv*hf(_Ne)dYzoh$8gq?_U3RB7FC@PwFR zqm6aZM7T|8C=xf!7u%kJE&>}tz8_%4_G~mhq11cZToAoQi-->_u2b0HQ2uK2!`%ZD zIxxb^b9A0 z(&o`wl9(MhNOd>{dYXBWraKJep8+E63edoWnk?mG+DOu1I{|?e8x=(8R9x^{9N4aL zIj+Kcd-;S$OAezlhOM~Y?_b)hDWt_&$(#Qggw2RfoeT2rET*fE(rWm%l<1xHOjz9Mo|)5pJ3>~)LgyjakAa|(jq2u$P=b>#{*#7A zHurL^@4im?mh=s;s*hvf;l$ePYD-#kSN&Fa57DJOBU`J^s|q)7%B+aEfFj`de2Kpt z?MkXn`OT>WQAh0UNor0#!T9#F{f9V`_VAEQH5egO;8ZKzBDgsybJ-JQ!qcjC2Yp1E|5TfXT46A zn{OAso-5}5PNR^4))qrca$aq>v?e(ma~|-uYO-ZMm?aq^u2pyQET%{R*LCjo9M_1E%)k|tWF0Zl+o74 zx9Yzfl3L>>gn+ztdtay(nc6NTOp>b_<7hxH4GecF{q>9ThA~G0~rY7{fzt z$#Pm%oOg2%<1BC}{TL10st}fRf|4`Yxs`RCwtqF_L-AvDqB;+qYQBENGEGB5o;f65 z9H8`D89AE0xZ;<=|HHwk6aZIwOtq1aO$Voo8?Wp^S6R{CL}{+@MARB-594m#7jrey zS0 zEg?#~sNl|#Jnh;E((4$HRdkaT?8voxgzf^runVZdKcZ{3xvuhGjrawV;9uELPfW68 z6|h#_vi{wXO`MF{WLbafPI468#VwVF6EOso-73TT_j%fJP`bz?_PEvR5k!Nmnw>Zj z-NLX!bxCFB38GSXZa#O0Ub=PqO)=4%KNtnp-ycB7->~JJ8`KPf?3`O>+A<)EY|Wms z*{Uxak}B&MljP@`RZ3Q2id1B>4tCD12O}#^)oQk$*8JL{C}Kjyv>+>{>Gkwa34zLc zR@ol)U6@-;S8&D}C4TGiyToj#mBC}_*id5FzM>d!S^%-fxYBeovn}UQT-RfqdxP0z zW>&7Fgf5INo&51qBB+Y)GRQZje}Mq8SPFvL=uQY=8;d|pK`In++9E(&Z8CCUN`G07 zewi8=b?MrCCxy>NGE9|p)~QNo=bB!dmoK0xi2b)ELhQ^1aueWD^3EQdzdot10m>RydNW{Ur0` z2=VV2jJgsToEwL9%}K8_INv3?%x+|m6$Ft97)fMsZ5&cJCvka`Y5wEee>}4@$$3^O z|Hw|yFKkwtS$9(aE`br=G*kFG-%)${ntzXkVf457_@NvN~zUk7draQ5PIxeU2Xo14I)GR@ z&;JX<|6{dr(B-b*@i1#>)ErzCR_s@!G{o94a?74qUhKCIaPbfxM;>s#Gg)kb^ZgR3 zmBIDAQ-ip@kSEv?nNyD&!y;YdR!|K6k|h*jY1k8VLld&hl39^ z1W5-2MD+Ao^G+z9%S8xt?+{`0l5orwsSOER0AJAvf}>>a6ljMY11IP%#^HMxV*a zb=*37sPT+d8#QQ;UNHDVxb!9OE6xpET;6*oLMK6uD)^GQb?6NVHiVjEwo+D?v+40~ z9E|)FGUpa^UlDH6ASeB5^~|<)8{-Rz$eSGH%uK++K};<0gFZiZT@Xfwes-6jnz5gk z&?ba4-=Hm7=3$1$gs9zE0!!E`ZVAUH+jN7!$~3?_ykCQ}Q*2nVQE8gPz^MdkU;BrQ z3PK47hxHPpEQj?)=Gh1pi7A5n>_c@XciQog+r(KeCA3f->PIjJ?imH~XnH~PWNE$p za2L#5E%?t*E3U3Hq+`FAH?DuZ2nr?N#YKYEerbLlZ2bGet<|BO!&-)t2$btrx~+5f23nv&WazLIeMUiyV>fzUkeQ9EdLMN75543r@kLk zt{FGN|fOfC>bw zy`AgC<-S)Z3RXL(PoQ3xY-d<-4#6=!XCu=An71@noyuwcx$AD$$i`mQREW~uezYgK_C*A%F6e`K?6Y144?)RIio1LA(J zua>d?_~hMQ$Ec7z+FyPR@hGfLP`r2bN~|BkfXrQhoYFu#O$+B)6G0;Bzod5%uF^l~ zTcY;3JPIhe-AcodGHifR-x{BeyQ1>*SnP(IrvJ0TjJjDzyhd4>#V5JLqIg?^cD}>-o$(tIZt0^-A-(RSbOq_F(@pt|P}ZKA(xo2HO8+Ap@bjP3pQ7ZVt*5-P_Db|`;W=_}|2p+Xc9|>YAjDz9V40>3{OD%b zM`CNB^TTC0M|6$imxxZXb>m2K+xk?L(PPh+e##PP?v!;oY2VWyWu$i6OSqM3Qs@iH zK;d^pTI;l5CXK-$XlYoHK-(Mhb;20pgVW;8Z!qn@W1EkN613bvwI&=crUwp0>C8?= zbhOwnK+i-br=m|(KEnxFCZ{kuB7io5)sdK?w+qjYan#cxL!RdoV^I(T}SMgzt4# z-6Q%G8(8H>cu>hUcgfsDmD=BPQ&tEgUoZ}i@Lcibi(~&jAB*1(OJR^S98&j_S_mtr z5oKjSvTA1#TafFm>mVTuZsjzcLbI_@2P%5^;O`&;YM_%u2%d4wFF~W+5~_s1?=}vt z&@|7<8gE6)vABa-Keu&;y8W7}NZ{3Js(EsF7 zR!o&R&*y;0%J_@5cy`X($-XEMw-M@stOL703sZ|$FZj9hW?6w)9|fbdqo#SA6P3&% zgTeJE)s92ALtgaLqcInH$KVi*pOEIq`%`~t2L8sEHXH=hdyV1WkadhDjy{0vPSOzh zh#h`i(0Z@)M<*PKiK|5u@18fJBR4@M>G2^UkC%*&?qk2;6>93xVriP~4Es<|VrfT9 ziVU8!uHHOoBc{G!QkvMNQ$ikl$9*Df%`Me0O+}ecv?(Dee*v8qnT$h>md%~Yr-^XP z{&2-!+Af~3i5=~7`dolZgxfA?o)+eLu}lFE5WQWvJp_Gzg^hwIlW8wbw5aa-pAM;olpJD;mTio zRaQ;jCF=w`;jWL}mh}Ji^yf#Fm(}eE*~U+OmpX9eHl=8MX0u`>Wshb0g3px2f^V7{ z{y26d3R#9*wA(s3At~aXf{Q5sZZ5vlyEg=Vs z7U*o^t61hiSRcX^vR=W`Vnl7>B zUA8DClARLi$5Q*NnkBbg#vp(J-aL#OLZr(;O|&#!A6?gM+v<+>k&RhEr+HQscqE!t zlQR+)w|v=BA9??R%W|x!{KHMk`&AMnX2i(xFCd%l_W?f3Wlr)K=ID2Mn69uDal<28 z@kaNFXF1lXq1{N}8D^#<-Tfot0NzP9qWnoeD^?!%lk(#HjsyH%&Zr^Sv}Og&m`U=G zP4KUUZQC%G;#s0Lnx+;X3QaxF>-OiY+;HH4UvD6Z9kK-b?V{baV|edsgK{nt$*3;B z*xS*)%2VwAea6^XVnj9-cUS%lh=$6~0@mxdNiQO?KS;IQs)_0#nDw zk^QOGP2d6o>Ug&dHnml-dcD{4G2a+jYg{@EXRHPyXuUQE_xfi6;52M8;jAn^P{fbkpthtC^eA zRoguFY$;D~NXYvD4u17I;e07tSxd9p=ve#&wlvk$j*X>68cw&TUCLpIXm=%<`c-vCi@_1fB%utdzflgy!Y zEAnU#1-R_3q&k1yPPo&_PV<6Kx~aj`JxF>s`xDd$F2Aqr%iK|)6LUdUfx<;_bQJxe zV>gD-fb&V5N%j_)+Z2sulq$yEUt>u~>9}1Xrni6m*sC~48fnqOXQg~}=Wuh;ha+}y z1$ui&CD4;75jL@VN*-cwyK~(KviET(lzYV$OMBhVva(s87b3Fa2Rr=UXABm2a@KW3G3b z|2S_x*5*!F`Kq%>80bloLq7k|m26r0M2e35;oAS=kGYHhD>r>wFs8`*XIiq9R~I(x zH7nzn-W6Scys!4p1l+j@=re-bV+y=WkLzI~d*@kN?++p$`iWzXB2^G}qEi80zQnBq zZQPrUvqw$ZvU;R>M!!@pUzoy9roOfC=JS`VdY-me2PjB(O`iX5_ln3`W|0#W<^d zVVfm}@BUs$huMJuA(IjF8!W|-oa;HGNGCfic;>|&eXmGs;+DnRuDJUBQ#twbKoq=g zH}UXtHSih zf`W?1b7;Q*DJ&JF|CIum8YRRt&j;h!B1B-%eRQcYoH>b?hbf+&IYhKSey&C^x@Mc) zyZhBZ+%D&m}BGUqdg5DJA!SPADWhR%Xqc>d@;L>g))wMC`r01qWDs(v$8H8PXW zHPbq&7#(L9(5#~C)6ExJyJoXBiak341*ss-mmY-SVmLk68SG2mBI(v! zofiB61^`I3%FBhU>~`|im-f~#O(K`j)tx2uI7@fjUbk|ad1c<<$T+J-|Bxbp-1QMZ zPj@7qpAbMHKP^ls=O-0>|JTrCb{Lpm62ms7cNd=;qYmo?Ewz4jSNNP5X8e&y8r6{< z=mjIM*%1?RFQRzngMz_mmF0322<*r2?x8BeDo7T+med1H9pe@+t;ghzM?<8+J}6|I z-C17HF;6NWq#~NV3>401Sq(C{YTi&w@s}iZeAosWV_5X`1>b7j3I7|jKtP{2HDoC3 z4RqLOusni;^@LInbaae`0?4uFQ!2>5d5M6Y?Z~G{mCLR)xPD0DB01Zo3~sR~ULVTr ze9YW1mU(=(%UL{h_yFSa_}x>QRahlhTz1NY2%P$njRpgL1N?PHkg+S5r!hAb9+n^puJ?AeMUhD*xl|XE@sDgb zV@|4ZOyZLoDet)k4SoZ>!nLWgOO0$kvJ@5c(JMpxP99@6DrZcc;~FVX!v+<8Brg4` zuJ?Mixo!xVxVx!iW1B{{rgmm6o?4r))6tEO{?YZ7$Z9Y}F7s4#8^&uPIu23{?0e`C zu*w-6ihMj=DWp`O9@a$!dKsA!VeKKK{N7&H+#_ElEk*b%M+?sWsY5E`aU=s*F4L6y z4Do1q`mzrh!25$@gPT%WOxMnsd!u5eLrrdkK_=kLx!bTX$L0HovmLUSzFj|sk`kJ$ z-jd%^tqd^@sfp~;ZsjA61Tq!*EXdup@W;2_wt2*>jwocT_ARwecs@w$zyshI6WFnPGWl3C_sc}hi(wnF3iCDidj3!$k zTxX~V{(vZpJ9Y@k8A^x$%F5!75psQsV&o4{u($(5zMP^?_}b+y?#Ljcr>I`OD><7y zezSAh#vh%wgL74x!R2!YA@vESc%Vp$st2EYDlgJoO}K>K?et|%{_iSgF{iMgMtH)q zM;vUx%{^h*yD0FeZ2;ePgpy}fU{Gdj}3$Rtm*ure6^D?WO=iOo}f zGfhcGV^C8Uo~x~N+d}#%C8itiK(dLB`}K-9)+5>ECdO=FV^*)j^a0Mo;_o+M{ANM^USquviUXZ~&e#1Dwg=O=6e2eu! zVH$smN@}Yfq9vBxnqk7;p8xaK)6O z=hH$$>2q}uq~sLUK!)P60!=?%&HogXgJWaU=vh*l^J^^SeCqvmTv59f_#mf~Ha=%l zR!)tXV;zZ9I|p~reYV|^Ebdl6#hwf}FSsH5wG3m-Ah#%?DS31$n1th${X@*|omg?+ z7?6PX33qh!A7LZsu`GF3J+*#NMo}a>c|Mlp-tHewM1`8bRs1Bdsyuwd7S>D}p3KVD z`?753%a6nTo zf->g~!SWH}2je-geE5#u9`i+f{a}@xRJKB{O|Q7K#cx8t;Ye`Dy&V6{(!|<-N2x_0 zJi&54#6rI(u0K6_fJk};9sbH%>@nH08sWmn<~hK9SWqH!6e^*y!0@)X42a=jAJmo^ zEmS==;&d7RSdVc&qF1eR(!#Et6sfiC=rhl7W}zVnVC4UiDLDF5MYhjkywBwt zCrZC@#U*&`u=%-D^Afd`^t)xLaDIISp0w3vC{{)t1OJh(gL1P<0nCU#uE;ejAHym{ zO(On&D7>7@yiFhFa9ox_IUadsOjF&FgWKF*dC|p?g>Rc0H)9~&nZov0%5I-VJWDdN z%4f4w!)Q@;8r+=cZU&mZ>Ox+I)e`Yw*&i|N+4SQT$D0>0jVpyDv2`pbCBtP)h;!jz;GZ0fyT^GsnE=k-tf?sf0P2NMqVoPvsS+_uj5 zdAj;8ieD{c9+3?!d-)ToEron7X7n2dB1f*i)TRj527F-8P*t8Fax6~`y_#Qi%Wk1r zHQ-~Gag9gMJRsZ}uOPkx@$nlqnnv5BZ1)g6NeS@VK?1lg%|o3wWFing-SpPQ zJsl;>-cA!>^7Q>K6-<$>9in~Q&kqW6tS_y_+q5u;Oux!o46Ya0=?h>B9b;)d8}6$O z-v^mVtJAS;u_vRi;SiYUme8!@EKNH9=&2jfZr7(FZA~D~S18;X1ByPQ`<*jIm>QP7 zVjQH?*8<1>RqQ`EeW-aQyA#j-$%;+4(LV>PBfu8>mm-=6I=6Qh$d6aQzT%qB?xa6|fML=pf`qJgn@_1Ziwu?~OeAH*!WE6xL%*B&%Hh*`? zk$dU?m80rYDI52igAnG!*Xu;{AYQo0F+p*o(wEkmJtW%6E&t*5$!{5qw0*3!Fo?^d zYUZTm4*osBl5hR(*F1XR*^A&!LR%_vaYSYMt@UZ)z3K-vvCk=4@7t|H9~M3#Qo_0= zlXvusJhu)%_wGrw-TpQ&eqd9ZFbkXrMtKsHH4%7eoqh?!wtEn78P%m5FeNj2e0<0M z)t0(|7)gtQOPLV@zpoC&1YU#QU6)np-9qup1dN^EHBIpK!iR;+yWk}-yiEjF zqfhq_6XUHc%A?Na(x3f`=@bz3SSJb0b9a@kfODQJTflPompRgh`kqi{e?q>3le~N# zL|soiw-Sgvo8%3Wc=o<~fC8}KoK~#v0^I^}_`>Yx7?}I&xUPbo+9Bhw2$Ej-mH|J5 zulELui^)Hm1V8@*ZF8!HQVmQ_m531vISO{n3D#Y_w(qxDH(_+6_TNTk>-Crf54`!w zK3l-b8G32ODME0@ z-MwP!?Q95A2U>;@bK0_OY`CUO*Q{XK>;9ASJ>==^CdP`s$b>f~ANv#b={Lznw2re( zjHE=*8)MNAvo0?A6 zu9CzH%!7_$o{i#+xWW}?4a~|GuTsvlWZ~!F;x2+x{hn*g6dJ_gvIY`~zzVD~l(_tF ze*Lp!V7fPd)AXIW{DKI(1_h`m37j2b_xF-Bu5E<2Fe4BzQlkk=_gM$HDd8h0wOz0W z4SLvk%>tUr=V=le!u9RC0o>;ZvLTtHzkkr1eAoyyzx(!567gIv_-Pt=tclAOhQdW+ z0p1&J{qts1+G4DK^kw$40#R?7ov1TERgBv0X4(HEFZYizj2 ze&3__*y6(l?L)MrwDMft>-_(56*<<_I~5%en_Yym7#mvl>;!=_DPUrM5v=t(#==IT z;MKaglPB22p%K-&Z8zRRLpndYn?NsZv-*YveO3)e>DEtP@0Crr2$;`v8r~=a?S-HH zvN0u@3EDExoAcZ;n>HAeT;JB4+2zJgf>8BrSRKNb9De&}eX=i$i+4_8AFuE8s*)I1 zzDxZ+Fxs1LGwNuo!G8`$p)tnFm6%NYHlH80R8LZ0jn1b@=7P-gD^XR`k~EN#{W}o@ z7d4;2c*7O8Bilg`_BNyDS4DEiyRn#_iFAf9xlGv%;|*X^K@E5bja3gTAFp1-!*C`K zefQR#7V>R!+3K@7wEFDeWw`=1$SC0qeL-DiluITeiB!9K^qKo}oY`ZXSy2AyOJ`X4 z*fC$N$bmln;U(tzmv5hI;3(A5Kc<%Je{*7;>?CqZW|=~{QfaRPTI)##bU^7vKu7Rn z7J9m7+s1q1bX|~J`X55Lf8_Nd5%q2_!1WUe2dPdkUu z^sa0y?R(n6K&N75&G*8Zg)BSV=_xlI8gI2oMAn^ifm_`AWL>^quQ3T4NhN>2fOd$S z@_LeL?kz>tTX7wGQ%S1$!j5*Ji>OOuH>W!(Jk3h-D;;D|FI(%4i5<#{{ZTe{Sxzc^ z<2}M!a?xU|7NBHOWz^x-?6DFmu~kTtXYDzp+{pJCf=W~&%>OBuJ~U}g>`IizMovgZ9Raf4U zu##R*lig!!tA+ZbiF|lcB|e5WGumjmqTzr70yiZA2EAB^AWt!~!n9Pz4xr7z` zVVZA!qW`A14o?oPl2x~=%8R+6K4H;Yq#}O_GBZ3^UC=bZ7=F$U_Vvx5ybA~3Rly)5&Z$8Vtg(e%Q>YDwpdWS{EgxA<3FD~JR>#PVDQTnC~{~0-y zw2Q7Bp5tav=bt>NQ&gQCj*x|ntFY6Bm}Vb~5K>>N`VWccA3B*AlEaok6fNTH0=qN< z-`bYNC#UewykV5X8X3sBn~D2ECIY|lyuv{X4>Rdej6BWniM`-KnMYazkGKc|8Q;f# z!RxkCCR3GGYSo|FY-rxn;%wK~@#(uj9(MF#}&LfEZ*1zDq z_mpxG6!(_xM3O?_T;N|T7k@Y=`+$qqkKLVzfyKCY_1l)lgg_6Ozomb2nA;neNyJ+; zBlyN;m9M}bD&UWHu}P#e zC}-4h@G`??qa|;+>IyHD$O)Dtm842sk%j?}M1p#h&A7*jL~IO)Q6E%c^HI?Id3Qz> zZ#DS=Pxm!43db2|bWa595~{PHi>1IBL)Mp^U9a^`QAh$91R}! z%b;o=c!y?LLl}zh$9~Cw0ndZ|xDT%+RxagQ0YJjB#|&BAgwjw|^)avPCsBm5rt?~f zxDD|O(<7YFP$l;euk5E_HP@oWFJh3@#?Kqc^Q0{aiZvjfgm!0VM;S6dv=-3X!(-gZ z#pQo@45y)`qOSMxxmnDUISjWPpiUS?TL7uZN!Z(+IE*WCZknoDZ)Ld~hX%v*JnVV0 zyXtDdM5++|We3{hxRIG{OfbDPXiS)bT$jr6`hR z-!alY%sk~oI~9e&;q3Pz(maVidZ(_EwqHVh5ZSSNy}0PiCCYn#0sEa;fO>-8hotf( z5)Hp{WO4XZ$3-m^aN$)S=KG)j>d~lmuExRs*)4I!^~Wi-rRW-S49Zmr2r)ja)y^k_ zkYg-`yiK!-qJWSq)FD0*urF?Q-0xVaXKGi?v14*WZN4* zb-v%oX*scqYuo!xD&qNBp{bN7U3Fz9FT&>6Zv$_DMc*+U)u_P-*nn>21Z^k^z-0&=OQy+(*Echx0 z6i!)*0A$ELJr?m8gTHbRSnp~M!AHj|%%MGq5}|q>QH_CQOT3)EN73*&Wh1JA^wo z5}$8U3Xc#7D)Y>>iB}&>cqn>5Rz@z4H1yJlU`5g|Q?CgqK6al0&;_HQ?)+JBWpT(Q zFDB9I*B>7X6I}QZ6K0gp#nxCsed_f*fp%;ME^s?x@hT#9QF1A#43j8Zhz5G^coV#C z-7ZdMOPr?!m3aDR%B!h>e}kQ;q%9SEkr_+@i#|bo9j}(C#RCeQ3B<{0E>9XN?+b6e z*=@-$>?Q=njsi)~oJIR_uj_9Xikl~NActsY4D?y5+CKbW#3b)pxl~Nw`0z#C}K`#E=H?@B-Lb9Sn;|FfJj9xJxdv0>oX~6^I=@9qwqSTWJ0! z@cM*%CMGnDMv1vV25H*`2Pd{P4wv0y^Gt+6uv_OO>EcsBkKTlYb z+tT6)pVM?7seAe)X1tLE;I}V9DqWN1lvL`P6j2wKcNfaQqX{g#=)Dc~ATi9ztGJFb zafw2(D8`O$I-)rc-{#eJz?~(R*p)Q=q)#{G+!Hj(Hsj(2ZrO(HAz zaY0f%d{?y9ao`p85KZ`6E>9C2O!NMYl5@H5lBk%sd3XQ)ADN*i#o8QujI=1w4UKah z^LJW^Gxd5Ta~xdCxmNn-G!;Y02He+Rxe^QLTG+phQwo$%L6W=u$0)rh#*Pi z6H2eIwMDX>7Kx7-lyIXeki$n)nAVATB`aczDhcz88VZSJCzer9J{+6070Cjf$ zr&g%?Ny7Y;VPRv2F$qFb?$)HCT>$Fqh4@`_z^-mP25^bIcU$;9+}=r^7QY+Z48l$W z4V)mfG$CxZf|&kD_xDsKL*22H_7t-BtK7dI3GzoQq`3*_K=)mKjh6h)fg7O}PH^#C z+ZIdJq?~g1TH9mzgMVhZGesuvduC2x9rzbcnWC0wb?j!cTV}IchJyWWe_Y9G%24l$ zV7AkZ5H3Pf@Mp68aiG_Ah(&avtLAq(f$&0E>L?Z~`R{Tfp;WeSTorcbD&|M343LCa z{kplTbs9_nbDDrZN<@ASeutbdXFr1)?CtT+T>F3*D-N%ycG@Lwl+7xOIgXH4&zZyM zzK16c*H)S9x_kjwhkNTY&>Nn`3@WJhY|$e5gFGlY^7Vy(j|-MTX=0q4q&duNNODCe)1W<|7EQ5SN-uXsi+ekX)FO-4NX}qh zsCHpTG~ms}YhK8?6-$&52ODE<)>&;4P1G0%7&e0Nu>qvb4&iRGb>aT6jDSxAK9tO3 zVJ6ZM3Q2><$a^Yziq(>iM=dTqyzF>N0jLH_|Jvpm{Ng36-D%;HsRzBfq9uv;nWNE! zmir_~^XydIBZiZ9bjCLM$ex)(s9x-6Uw(ZO9pUSx<_ShMEXT0|fI;pwP&{p^rE1u-^RpW-QKLwYP3Az4}(&eGJipyyEMLCGhh3m;%Vz4-t2ViGGEGUic-hMyWk&Qo8u4^0PH5yZuez{FI{K%YeCO9} zUTtKk041RtIPJGEa7_iZg|x*~@&W5^{!OwW>`xd~={6=NM{yIrlSmMG2oR6sU3h?a z*FD!a2S7%id5phO2oCC0xkKGOO}xx~HypMc#ymwKdkS%V91sS`yy#%vSTnzy8hX__ z8(FqLiqjts5*e(&WOjEp*B>O6fv;~@p&RhRZ0y1e+5A67tqW(wwD);A{`}Hyk7-v7 z$l<$Uohn|z1`(b-6Fy7}7?M6zSR{)1_AAs=7-c$w{FhEq^<64I)+z4UGEjOT z>svQPVV71BmOK+wtEq#{o%iWbKFVdE+XTpbIa^RO+)cJa~1@b;(s&@ACV2W2Yk<+gIuax zX4PvOF0S3;-~I+&@z`PC_^@h64NLoNH#PFB>$xl+shcDC(k{#+qKtgCCrk71MSfg1 zxN$cjge&fFQ~uT{7e8}iU5GxFd4VR+YT_!eB1KxnX-%B4E9lbH#l+NH0(!Aafby@z zT}xOzDzVe{fe}A z#{JF_Sw|1*DlDN~hm-Y8g9;kBPWXIpk(?s47EG9bY+kcVm~S*4b~Q>SpLwFOBjw=J z6vZ6hMvedXNMPsrSd2D;zrNZm{w6Hf5e3w>w z2LW!Go8CnI72%D{ThJbn6=CLh!peDB+&qw(ib-udc;|p7WISO%jUZYgBwWAWTEe`T z%8yGKfGQuFv=9#TY*ln79|!YJ4XIwRkGR<}#z%qcx7}!FT+-i?-C_hv^X?V(inHXI z8EfTpwxXI~=6m5<0bXu9dnnaU%QhVcc!{j~A^uabOtq5i$cPmmiC>Nrnlee zZqs|pfel`1RD2rR`XnMZKEC~v5|l4k4sOOaW=g3jvoFhnf|oVbHY+xTQ}4G*bS#g2 zpn-=wg%dch9watG_$RzRRYBp)=wG5oN~w*e$#g;Zf+C*JR?{~hmk%0}z>H(~{Nv+! z1%%=4ACv!Jxk218Ryh|0MJ{1BPsT~~AaYV%2eJ+r+ah0K9171aCVl;R9o#Hqz-)W-w09_~#O1Na&jI%%ok+H^>M^6U6R`Zi~ zcbi@0(6*;k22y*c(o(tjm7VaS^zQ9C{WBkz?C~7GBzB|G}b-{PvP^?C+#2 zoWqw!+@Tph$39BwGANk}lC%RsgD7`P)?32V3By+fe#(>uJyH|y7@ACZ>35~P=V9u; z0acU74aVKqGcJ33B^aD!ey8+0)(LkX zG;bQheo)*4D@@CsSlmp{@dw9`*aWf6s`RCeRQzA5{OxQ!8Edru#&ZJI^qp82FT;yyqR z!RsW_E;IH_hu)4xRC9(S@A83r_H{oL$EJZK+vP-9@;f?^(nmDTIGiVUb6@;-LsjN} zZP~s-M#xhtm>1DLZ%5K)I}YOG9s?c4w*B=pV0g#?SXah`B~P#MD5?!r7wnn%^%T=Z zR*>|R%%2x)#H!nKAgepPNQ0@bCEIa;7xxIq)FbB4j=c&;X zRoaJNj)jkmbH5WZJ}UDRG8tf8sFj?Mh7wu0-g2p? zO$UDCJG=IaDc@+KQOr7~li4&M99!Fho-ywB2~tPZjlzlnj1H)rK1U*MuY!~WR2 zdx((qnaSvwWP#h}5vAQv%tmzTd@Q0BZMvXKzl7G;x`duDA$a9M>Nzhko!hDwDD(;ROIpTq$Z5Q%QOH3bunYK8@~v0VvE z!~lag$O-e8TC5=DA6tAi7MT=`*W*V8i=g(xzbF8`WTPTNE^3>;Lkb{g?|BvkZi?Ib zu2U`cMP|)|;xT%QdsV!mQNKw;d)@AmgbD1B-0Z@Mc7|!DU@=xKDIdQ(zE##=?fcyv zA;_!xg*Uz?I_0kiT;s11a@^`K60N}$1`a=nAaDOFbvrq}D(=4%!N2Ec^``J6WqX2I zA2n%ZbqNU$;0Po%p)$Gz1i#@p4&TS)7=O?MqcneG;gj={HBV-uGuF<8Y0jxpzztPp zbfm~Z4gQw}DR<;3I-=#om~%slABy0BA&?dRK?mzM82;z$m*&GF_@fJYlXCATI2#%R zajhac7cHFg63xpyBC6geH|yiI2{$p<{!+4K&$frX;(ygn!Q$|Ls`XRQ6DngCFaLb} zY2^qq(&z)GMG2J>0PDA`sMYMpnr#P=k$zui?QZARH)=O;Y_$bmYY!1eYv{jvtvK19S*0 zJ2DP*#qS=g+_!v$k{L|x;Da3Vnwu))bL+89x8~}nR7$mM1=vXoNElCdmd%pU-xg5h zps%hXH)PB-UY5IW=^|s!KZ-7*&wCjaSvEkpu5j{6AK^+DrFK zB+1s`R8u8r-y8%z#R;%JIr8g4&;bYcm6LtY7Rv&nB!72i*nDO!J@2^-Nxld4kmsI7l5b8)17CHv!4N{ypN@FNm`b zt>zR6{;{|GJZ{G@Z*XfFxSRWB7Zb!m-R)cRpE>^s%N}!MUU15J5L%p6kLczYw1q|p zdk*X3CrrYqTGw~})-*i+sP-8QUo1`)jZ2c7QF6lTH76D179y)#DG zu7%R%em}Qpdcymha{!pGV+TLQZvTXiH&qJ78J|u_z{QBfLjVYi1O<*l-sg^-y2byb z(S^6H4)2?vv60^n$TxT={E3YGmT(b??5@&+kP7?vOE+VV%olO5?9rWuS`sm!+-p8H zaOg`@hJqFN368+Gf4AwDgH9F%KZp#B+WUwv)hgd|i>&D~gLqc+M` zn(cB#nItOTDq2%gnXoVM(l`W(GGDSDH8i16IfpTeC7S!Y!AIQm+4o|7-OJX@%PsTG zp6vVkz2C_JH?Tsz+nzpJHmmX6z5f;0{;70jU1GIFl9$CNQ7Q09pfMVqkzN6Y@Z;Zb zpdA`SHW-h!bm4M)1g59pb-*e9^c4~?ZSBRPDi^KopJ^M}b7YMlmEW5-I?16p1Xt>N#kcqq zsagL9Jg@O+5l`#M%Q@cwSbvJ$w1inK#*Q~%Dg;K0=B*~(Z>YoW1nCDFS-@+YqbTq9 zqF?$HFKP9=&KOOcV=)GA?Kc!rNc`+$ES~=KN#LpUfqU$Y=BlU3;3NM5!ijj`X;+lD zY=&1`^@DnCc+U$C;nxLkpc@}CQe7ltI(-UT8sX+O#8zQ)-0|5ONpnnUjxC+hcn*yE zu}0*NF)GU&c1?ru*42CQRU86#~xLGp)Q+tQ<7jfOK&)qnR~mH15vXQJjY2R4S`xvHS|cnWYI`-i0~|@ z5zD%CZ)RgE?H|cTHh*sM6D`?SDF@Fez6^f3f{@E>zWlS_LvW+jDi0%CYw3S^7X4I-CLwYux`N zyQoh2;Z_aIpi~x8N?p;I-auYPW=NF;E;Yez6l+5}{3Rje3Ow$V@@&bprIi4`({r+i zH<@-1Fj$*x%6-wJkyq8N=0Ctc?Te=O*sedao2_cG_g?jLzyCXyy9&;3&ZcdAwLtR- z*fX5&Mgz19FFwyy8;pB)8B>qeoEAkMcX4^AbVeXXF*br!7_eG{MV69sui$*W`Uw1g zI(LAkQSaFs%LpMZ&mU))8i!Jyn^YJYRZ`SCs;#1UjCdaXHdqq&-#4=Ai<=t7(N0^n zr8Mk^^F!ETUN!an#NgRhH186`h)sAnhE?SM>eh)^R-XS?PmHZoa|dzm5up#g+=43c{14)Ul1mF;asaJ59q2=S7|C6lxLNfWv z|7|djr$yfTzioAVwZ8TMGUv)-X4fy7apt-*x0%GSLhI`<#f55@Ek&o$-_#dYt)feP zsaZHm-iVCG`A$GpUCA2(;D;>9qASXFMJ)0XyPOxrRJxDJSHKGj8Hr4mNlvM}skP_M za73C$HR4Y>gi&n{m;%n&g--gbj@NaOBB$Gmd+78+%z> z-mT|V>RlO^)x|*rd#ex23?@mTU(GM)_znL39xdH7Ahg$ zH%+z83VLb9AZ3K^4lLa(SB1`;Na}^10@kY#JhiDu8p$?swXf>JyUXP@uLE-yXX z1*h}*o=5hw3JRdb&~p42wR}t0<)JX>u|5zg_ot^MT~u%^{{u-la5qiOL}oKFy?9Po zp7~V%GqA?fd#a)R$DnHA3CDL>G)bZ)B8M0vBi)?&sabG=)YmqEQ7<5VP^z9wuL7z^ zEQv0fD<@sZETw-dD^-lK)(jD?3T8HfO+6fqKl(j$lTPzZQ{H8@*gluxgL}VB<3M89 z(C_E&L~VhdYm6lt@l#!_ji^Gm$nDlSEa3l2ys;#s+Z5IDE~lKT&(s^LVW4CEvAvL7 zH(#1x9I|B8rR0Q5@(ye9nUdsedi@&ro-xG1lt*GApumwMNh~jIT%w=5e}1GtBKJvQ z?Z4Zc9pj0%4h#16uNf#1^tnXq`MUonEv?vBNH*VyLTy}HSCzT%>+-h+(=?}XTaedY zn$&9f*MKM4{#_)H*FpV0pWUFzXN{UWShzLees)5k2G8oQvV}*OkRm4|k7TX5pPw}# zuRjzi=I+N+>rBwaN+Kr7hW#8(?`gGir454n91Ex=Djdm;#9FHaWm1Gg2L7*f32UNZ zZ!4oKV<>Ap`GK^z!JQ}-#^2>hExZ|zvM0wMGgvE%`6VYklDj5jCl1u#Kfl!wr~G+W zw>`1yl|zp7!PB1YE)H%B(=|ku#!~GQM?C#!4e>`vp7*A z_&AI%dG;P!AZeZKDyAYZgD(7N>x2wf2wgm1{FaoU2L()5g9@Bw!K#}*A{K$14_jq;}a2$e97iOZ)3qpkA2Y3I&s)9>GbfV1SQB4=RF-jZ$mwK}$H*+@+NmwKzpo$@S_Y^tupM`- zo>naYcexPW*E#`kHaalyshDQd8jtnW*l6`$qzg^YDt~d{zea(6QHd8%bQmu!w9zVk ztGXyk;}*EVz(vOauHfQLp@67jNpFc&kQk(WGDe8QVv|Y235C*ZJjvr?r-hrfftc$1 zRJ0?$^I-zBoF1B1F@a?c%E%$4da5XF?nv6`?Cn0#VMTZP`JawuxKS&I z1`9uZ>?<)j=DLHG!bQM4WJB-a!iT#=5j4_e9++{tC)5>nC9A5$`+ks_S-fG}t-<1u zT0Prb+xUQ!LRF{^(775$GlR47$vA&#OWX6*hJJ@5jY4IeQ(soD+$iiGnCj`7%9cm4 z(R`DsKf1Pg|tCbC#HQr0Hyvpep#==AZ!DWPbXWo zEddl?%Ly&DDTQDczPOTcRpHcq8C0&`OgWFoE%{)PaNc~tci2^|liyRD-F4PQUJzJO zmR@@JocZp zwB55|=nLeJavT;Xf0(Z0XcnLY|DPU=kPx$+BK&su<>3BH{hM=w4*4-#f6aM zBb>-UV<22`Qoma=n-O$VRYV8sLzNG!S)JlCke9^nYk#5VgGB(O$qLR=?dYt4b6N3; zO9Ss9*P41lMz2XMb%sKs%XH?=&*|7FgPgrAK+pf2{*Yxr^A01G!u_ffM^|!odLL-& zAW>oQ(LZ64h*0F_455JMk7{L%U2d^}86VgN4|42YH)8>oIVjhv!EF~EW3WU+K)bY| z;r1XeH5G7_&4DMeW z)sPs%gxzj??~U9lRSP%Gb3CoM$saJ}PoFoIws5}Q-O#S?#a zKe)a`ia8<0Z|?jd?|?NN0i@zRVbJiDJm3ul4lIEwa{lZ$@=Os&#MLRjt1nzWu_>ZO zA+${mh$c_iHK1DVm3q@tqQ!H^7^in%hd*T9OH~pz@a4cD#3!HN6UO1UY+v80OV5lL zVM5_Pkwx?M<+Us)Lt2ouov+KtC$w!*OST2-*7#F-#RS$!4|0Qn^RIt|y9ByIE3x9g z!jo5388^^IOD7zC15z7F9=<|RY!tZRFM2MWl-u>6&zI2JiQ5iJC4xlN7-dT;=T*Ai z5O3La^}AE6GkFhTb>aA6av9}^j?1a?-8-IQ4cVlEsN&D z@eM=*Cxj)8}K61lNoSl{Cu!@ZtJd!F*;kuhD zr>97KBH|ZAB*Q=4Bjq`dEdKnDgV0=pk-Iwjn=$amwh{K@d=GWy^U#16A^aPkV%bH; z)jfb2R_;@dM+_k@gC=T{7i(-Q-uAX5z;?w>rz8$4^YWtD(C@Cb@pSX(%f7I7b%K`URVsEdHSCN3!sffXs@1S8zw*eo{3ddIa<^D;Gs}m{Hri;HP>wp;32#Lq& zuV_Gq!s@~!Lrzvmdy`QApqUoDJMX7VE!v?^Mm$)2ypoGW#6~W54s{Lz=<pt#sk!3~x;z;Nn5rsuW_w1mX}zT5ip zcUtP$@YJwy2!pgPFopswbiCpxUf-;rcHGq6L|A?wqADj$;`GVqS8!%+KZ^EGmce5gt|$ww@QOyOd^F)OsbGID!3^|G-a z4}3Jtm|nqD(zBHPgtcyRn=5!lv>(-+xbvv%`A>YiuiQlLnO1c|baAs-HE)922ddd5 z_Tn7t{;uPpi_iW?PfWMmrm00loK4n?9v4GVp z81KV&TVAob8zGOU-%>MC%fz!<@5uFe#TnV7F^tOd4BT~-?WbQDbgRt`#fd~VgCd*H zz8hZbt#b;W{B+wj|6Mfw3rfwL`39l}uRuAC%dR^PF|z_R91o$bS5Mgmho%U3oS{!$ zt7`rBk0o4#dmeL-kNRTL{}wX?YAk~^GCgADvP!VsPMiFHo*@5vTn)GxK+L6pyT%p$ zl=NVkFDdX#AXru$?#5dgz1s_x3=YQPX~PWL_iJGg`T#F zEYS+X01G46P7>?}%L@zhp^)P)DEO@r@U2Ew)W>j#M0EK#6z zs$`%|J2`~~Q0^BPFp(~Ak59ZryXfDG)yXd#IG1!56n?%Oya*heYFj%YwtE02je`@a znZk+S=c8)b?`?!ohPJn5t^PXGht`a_jS5SFIH%{{G8}Bk)QM$QUs${4kq(=w{*k&n zH_uRdg9ZMy@SjvLp%9;@5u`GfIh+&0D^W{&cXUE!X7ja@>4&Y>%m8Vc<>ZPzbDGWH7 z4SvxN&=~Y^^-M>*x7KT4Np3J-@A3b8a!I34zOD$*P8y{4OL>=hIr@K;@_6^qWTZai-vp8YOP@!^2o*dvy!flc_S zyII0AJ~#I{V-piY_Y^4^$pw2 z$TiX~+#_CMIQV)3AceHdF|_ATYwu=NGy!j)&_3j9PF40u4&6LJuHcl&#qGpuB?+2i z2RPL0K?L6@!kawh(y&K9;FbSXd{a#;CfoFv`0Cx3b7lEm>_LD-*cG;b30pkD%-o>l zee?rIzTw*KV1q(6R+89OMa-V+?UTFEEGq(?YV#j6`%a52uHH`ICR_hiFVg>$ETGN! zJO>K!D}Z+PjrhTM+W#POCNbBfgv%(*)NyTDXn3?n1k{A z^JxaYY_I+Khqv-M7@(0pQYF|$0TIBdZ-YfGQ6G2^1&Rfji=*NLeC;@Yt`aU;y`hpn zHv8Pzr{KyQDnP_T{ZJ@20QmJ_IL?dsa3(46=!5x3y zz~yHuQ;JC2U`qaW%V{cIf8P(^4f|+$p61vka8}lB0x_SKi{2N;F=74{KG@QVxz%nRD)?o^mu=)+P5m#)s z-=dO=Yn<=_;0|-Z3>jS_>1MLq%%XHO?ps>`Suy4mN|mzh&R3_vlWVgD$?z6*iPojl z)58Lhh5Gkxpy(u<;j8RMME|NvOs16ge4AYUPEmkV51g$>2+9lh=MAgOR?LYh4(Zm< zl1GEsFxWG2^rGZN0=qicq}W(Q(6~|TBKP`ShA4(c$i^ygF}JM!Wl&^yTk_mc9;HPz zWM`6o7hO~z{LsvNNY~Kqp^`R~vf_O49TZnG`(N3AitblW@q%P3mzqsYSUVlhBv!+| zVyj{q-B{mKx(1N!rpuGc%X7dNP1mwU#i>}65`+Q}Hh!Vtuo={AvM6@q{`jZY&En7% zzjv3V`{u`lE4Ko#ySPExzLJYBZz2!%@kpa-GUFg4iL(FvK@DDWr~! zAtN#qU|`9`jc2<{U5R z+r$j-(?kB+giT@PbbX0K(uwtAA7s{ zC$uj$K)n&5v&@atoq!Rs@@jzh(R@nGGyyG8UMAVe=3I0OsE%KWXX#*NT9_K?YN&* z@?Ol;b8%E1h0k%c z7u)XFGzy$$F90>f-{`eh?hqtcB!9r+SS=YKIkk@MKfShK64soPLz%Fz*2=o#h^3}^ z*^BQ#ZMzt6p)!yU@ccJXtQX+6{!YY$H!G6czfTVPfuh@Gtmwh%^y|}iAn9%^ z`sN0iOrsvZ8v@AEZEE722XE$|JflSqTxKVf0zwpP$!OG0J%F_Yvo-OkeYI0y*}{bG zB$W_2Z>9o(RdA#zB=dQCjkzGx4~LI63OHGvyLKQ1(RCLfPOq`PmX+3lcDT{XoJwn| z?v^Sb}>pSeb+{}Vr^W2T&ruj>sdOqKw zg+QoA89>VvzZ(XsUKm?aS-rgaa_6Dq4JZ+7uN1O zG8y~wtqb}dshn|j*ZM`2LdK>(shmosSMRTAOOHleF02o-Ov;16|C4zpF+o;soyQEO z85oBRz@E1OIA^AxpZ2^o)vjpQ;@-s!7IeL(k_LX%*}lXhX8Jx`Z(QlxY|KsnCkRe6 z&9Alu@;hZw?%`UAN}~zDrJoe_eXo4QRAA{(cbKI4U0$IAW+NJ<*4sE7&XG^%5)Hs- z+8U}{jPF|K+d_l-;S`9$#&sSiS{Z?swW2QjU%xRzMC~}{pWwhjrgNXs|2^0qQIdmR zvKPnnKj&R945o=`&I-*I=vYM#_HRGPuIvJr3M0)@pU)o4_MI7!3aWzCQw|o&w23^B zDn#AXp2{-}o8&+c##VhZw#Ulf*8?Mxd(j^(w zcQVS5MY{EFNO67S+sqIk*GK5ib~fZ|`#x@uT_Wr6pTJSWuvrk~K5q3!4b8g8LZwmWhEj>Vbd>@{1U3L?ZoM zz)4*=Hxhs*a&0mfHz2f!j0Kw~y7mFVE-jHXVgGs@Vmt z)Vij-dxy{fH&S5e2VI%tFQGu&L;fG0rtpu)MY}Wb_S#3~c`&{I7Y5adPBrCAWY5Yt zRre72QcLb~?$q`RP|-_Pn*_GA2wsNqip!W{mR-3L-qX&MJuKs+`VQ}9AkLpDeOM+# z=KbFz1`nrLrzBtvNn^Csn10L79RWG>=Y_M%kh2HYlxQu8duaa-)`R+tm&a`C*ndwk z_{Hn{wJc^+yX!v=d?Fql_FvUlvR~+{983yq&7|abjaqugn88*w0@VP29$8nqOkos~ zrQm(?Ygaz#)La)sWE?$nyY?r6#3EUus}B2B_IHC711Den6RbGoS6N-Au66v$ea3%o zJR<4Mbb~L2p|6x0ECt;74KK|RS3$P*2IG3{e`+QH{~znz@=VyC8IaZ8w?#@<#CNjF z^f}=2lL`2$q~FiXI}2J6Af3C=BTW&R;+}`gGVrtcye~7Qe!rLoPaO**G|B|F^8G2< zuRHIuyG+-$=bxf7C~4ZwYxBn!237B5Yps`y;Q^ily~Hn4Y9~K2i4lEmd)%m-`LNzs zZiytA3TA1-|Ep|Ik_dnnCKbnP0m?DlDfqF%wawchotzq}gJIH)7S_m5qpe@c7yFQ* zo$Fw>lSI^~Zsa+7lANs#|6cW_@DPRdgi$n`uJI4>#*LoGMU7+DUBsCr#}6_8kCnFW zJfuu_Lu+Mz`ih?=qP{R?i)Sm?u31w1dO1=TNY*j|!tWAaj}>O3jGF($ZUDX#v;l(f z{D@Md?B-t9o&_YVc0YWvA=&y|6`Me^=)iLLGLpP&@-wSkDoS(#N!E1{JapI%im3xn zX6i=2t;u|Mve^9SDiLy&4ujbNS=XQ6lE$noVZ%sut73dcYAZLD4_B1Gl)if}^dF`s z@AWTgm6%p<+jvE2_r9u1%s}e!zM*pBgBOB}k|y;mna?CzAnVO4*g10 z<+#-oeBIlWckVO9H{ml z-qIY&B6i*P_19x6f>Vd7_k8kqnTe?OvVhIOiPog1#L2!;>7Q_C=aX@+V^&iwMBj2P zhAXD+Yv_uz*Y2pi-REj$7iVqnOQDN(=j3kJKc@A5_b^*UPl?ZlmSz9R7@TFhPKk$P zKD=y&XMp=xnW8PUnmTPx2ykNaW?M(e>bO_UShKmH6|>Iq>N?v0#oj_V&FfjKWsC&R$%4 z-ZUF1{It?OHN(xGQtZAXb&o#(R@40dZhjvS*e zLgfi5EpuFmBP3)*MyxFV#u%S!7*`x3_S>^5!~avwR46D7e%D(BaBrzJq$>LCrMZLG zfAPAC;l^;g3z*V zDet*YN-=j7_>@2^KlD1$~aO&ynUD-$( z{;?ANOwD;P;8Uf5yYK~1Yd{{KL!kh^Na|Yaj=cN+OvBoAIk zJtLWKqe^NyVni1_M^KNtr|u1xOkW}g-u|E&4cy;&m2s+Z?*h{N(bnCCn*qt^&>AI&dM4`pJ{58kbF zlkV$L%%Fen&EfRSs8c8gt`|M=15j=^=Z7q;e_l0rNQ{&|sN|HBH=G&4tu7nn*J#_j z7RGXC{AHPYNyTSz`lNCo)!$CqQ;JY6r}WO(>wn}nDIF=Gf-X;Vq$5H8@bLqj7xP_b z)^)_+M{cTT?dd%G<;0w;rmvE<*YE9D}zH|cO1i`@7H4K5-9rkKEN+EIS~kudf~(G=hCsW4gYq^r-*pv(joLkt6`r{ z8X@$>&nz|Zy3Ax7!{VO@wtzZlAWv0v|T1b5rG=sb^>zPllJp33pMFyrUg zOQQS>GVJr6$qTYSfH=Zo{qHSpV-Ky`$FK?M>*wjAvA`_k%U{y5c$1Gnyd zncz7nkAeYAZ9)qh7F!cuj_zT&9`th_*782ZkO~=&mFGv=uJ_7bq?iq>RsO@WGH5t( z8d~?X%r+^9E0ryN;=KIw*5zazLF7`46H1dgNtB~6+?knQeQXZwkLOYdT$V-}AD3*Bm~JBvbxx-=YABN#UCThHtksoJd45#&S~=s%L+d2hn0Y-_6{3w7S<}}rc-xbbc_~tw>p$ZmeU14} zD6@NnMop)tR&kw-o(cR%bo%1HCxDC9m$xo@AGLvS1!GUGgTSIlbHiOW~wYiBUr z*+xIUXf!e?C;s@3+Ur)ex70_1nTSXqFRTk;!4$|#0!SyYe_dX4lBE-mW=7J7itrhZ zj6}*;3gM%uCPeUJ@l+XFpm@W?sw(&wWO-sy*Yx)Y@P36t@eT-bi14bH-SGg*&ol1L zn}Z`GvT-ed{rlz~^)C~nE?Li$lt~aEN$t?du}nw<*)sQV<1H6O4a5u*y^E*9X;3Cn z+es~G#^jh%01?3I;UV7WJ?Gtf9?hv@CQ@_s#XKVMe5yeWajzZHclS9;acjqROBNU6 zxfl1W9XkL|6HjXap+_s|^%>3NnY(7J^7h$mP3%jv%~U!X@9c;$-{75L0BbKV_g0!w z0qXiuOwL*6V|s`S)afJO;qQ-3-p11dxh>D#tLFRfJQn*bmVyQ8X5O`0U5CkAJw{sIEqxXVl8IfQ^2$vSPAe`q zFPBxGsS4a`z;8)iF5lmm@k3zYBb%g&(WQnzdxbR|BXksqeV^EA z%Zrr}-zR>Q*A~?1L6|leR*bJWSM0g`)j3s(WCjnwK%@klRH@~azxC${!xk~z_5)=H zGuWHQkxvFik*(xEYaCTBC-jvz^~*C0~CpOV;<`g)$ z1Oz9yqgf@~r=ABi5sdC&3G4R{}{D` zxQgVm;Di&jEJ{PSefbK}pS5Rshvac_C#z+V{^|*}VV7_QD;i3-3$U1uxeN~+Sl!~3DhYNsv4bK#2qN}bjH^28>Pmj`m zWK+MhGdls=Bq2+MBwRXp?&i(SAWMWK?Ark`d7qXK89ri-QQo(mOcsLo1f5qr^Ihv5 z8UA+f6s*b14z(av^r?Lg{l=p*i)~A=%M%anBV*_(=TwrPML(u&>s7r~=@BWw_IQ35 zYnpIiX}w*$iJ1?UY*tK=vlU5IShaam5@=!t(!Se=k{OaQm<=4c7Sw> zfMgoL!3R{;ZTIZDkj-%%dIY~ zbfb11l8LDqCQIVjYX|9+`#gIdW$9Z3jGWYSAPHtwoK{Twl9IjCT}`L*HRw%wmEsYp zEBD(T<@;b(<*Y~kj?x7^jdX*yH|G{Nii)YGD+8-!_3U=8d~MtN{hvJpm){MSaSQ-5 zXTSJ)leOT53YA00(BDteY`rh;X(k~1I^fpPTfID53CI@rbW5+iZh9fVcG@)W8xjhw z`vX%Gg-Qg{srIWyQ97fMfF4wCXG1_5!I0ZvKYsJMN7~|T9w~sm$MtPrFxP-x#FzZ+`4pY5)lq`w05_*Gn>t`=J>7PB^~YGAGr|}@_431LaYwsqXM#@dBsQ) zCK+71A_xDTJYxEzyYA#eH~1UfH~}xAXWgNqk z*P|=}$#bwz9t)d~(;(A*Pv|%2II;4s{E-%191k5E5pijmXZ&!Bhu0>HAKP0 zjj_8CzTG-bL%L=bn1E+;1f_z=u~vs23xcaD)nuMYK-sq+led+H#tKwzmshZI$qlVo@T6RMG%vzCCqCPT)pBEjgyf zE*FR5CW9oiVge#r7>Lq{(N0B?5}CsfrtJw|N`?>Q#J&g~fz(8I;qH~*Lk=hvN6J@x zz_#UT{nujA%zi-9Bt%9;embZ`YT^w_j8OfuBy5|EjO6~+TOuAVmb=B>OC1qMxYdQp zIvyA8_tp~?9MWtYd2K({?e=x&Rf#6MmSmjI4h_#-j_VB`W516KO8AT=4(&r?h;rOK zX0hGWa}q0vpw}iE-lMak^TjFs;C0%N8C0+Wxuy2p=P|d>mX3f$x?XUCg&OtmsAZ_3 zf5oW=+YOL8QPG`iV}|zV9)KLNoq4x+b; z*3A|p!4W6N4VCnk>oZ4g6Il4ufCbwAK^_Dvnk;?3B2f()&THxy=jYdnl#CO5$B?cO zHRSbm_ao61teh`a@a`GXnY#c(@`s(r@G#&X+&umV{r|V6hl|EUd zx~h*bTpOtAQbB{pkmCZ^M2eqM6~DEh^hY{O#3OCX@Getuw$y z3l_4`9156q0^2NaR}=t43^OIptYUW!!Tj@2616xFI%h=K4WlYZg~^Wuhs6U)DX&6|}R$;TdZ zMpUPd*d=2Q27Clb7)-_l3W6rAU)}E`B$sD@lcgW6YxPBx&Tl($xT3e*=B+KCBUU88 z7F=aV{z0b~kl!;6Gb+K_?1Z$P0oC2`g!LD3lI^zYigCAohTvNAC;ojeUGV}173Vlw@2 zf_qu*v4CAy9>&T%*f>dU=hqZp7mrLG>oa@9_e61}BN6riDRF7uPLhI6sO&}F((-&O zY{X}{f9%$x%!$^-(AGzuZQtClG;+W2LPRaWn!(B9)4b(IvLjrrO=fd%dV1iqDr+W0Si zWZxxMh5M7TN0@31w>8=Xu$Tv^8rf5eE_QiOIT}yllcFY1r1FDSvaaa}7&&~dbd|+F z#523jibIT(5sX7?n>mqw1_g?y8X`KJ(t~gG&p4+JCoJ%<26q1kb6HXc*K04;JiS`k_*ow+TU+W z#r=gXfZ{}am-V7!QZCUDkk#tPObTkQw&Bd!cDliObN9dPb`46HOqf@NY2V<1-v*=s z<0z7u7qTE`#ks0i&|+FsGq@BJ{RK?kG3UK^Jlq4)b6hirfm@Wo=&2z?$r~Pi!9Yk z5&bj5!KLMw7TgbH4X3MtoQ3OGZ{8+F%GBOev5-RyDDYd%-0u7llZ&bZ87pRHIX;ss zMt$zomAO0Rx|X$s*cTfO7oK|Ze8Dqxq=%sg(RvUK*>K>C-j8-@Ne8hP7ICo2+uVs5>*dEr?m0H9w+R`RZS? z{c`(K_<1otcQgAep2Bmn&AN)K1%-Ke0k#vLk~8#-wO-X4%^V7)hW6{K@L#xR<*!b# z{3_QDuc`bFC|^6Mlqn2M6!Un$+^wnPLl)TNL3RyU=N?iQZ;kthE|h&5DKWx>PqrEn zp9{Hbw|Q~BaLTXDoutDZFS67A6%;Dz!&$XJ584-^yv@{O(;MC6w{w8I4Mlnl2KHbj zM)eotmVM@S<)feLBAy|6%~Cmsy`giNHirs#dMY($GzU=!S97vTVifpI!IlToqbI*y10SoU*2KBv^ohPW60D<`bcB1osk!I9!r3PYbY*7hTU1*W9iC!8 zh-N-+lU=Q9)2GjvrMcjRh82AGjO94>GtgSDSGMnF4!9>!jHZ7YHY;XojpX# z_X*MFd&14j$N`1C(1KxV{Pexvl{fy-b6C~gf?Ya0vsWpcd6$KNUl7;Umf1rj#a|On z`2BAIMvgckV=^<(NdOKo9Hu#A${g9wAVtP(` zv4G|&pQfDxaed2Ev^+<$PF(LDAAc<*)mfq-nvy{s5$M<%2-#sU#yEgEVqZ|`R;fY| z+kYvO|Nb%|i4Ob4I4W%fF_4Q=gP;OFvMSsVpt={LQJtz)DCLpnOQmSiKeF9q`|pJF>g=}jgVB^vmWZ1lYp<|(F?mUUS}=nlDHtN+lHFcq z#L6a?1$Z`(Dn*05$r9CJEP%Q16JuC$*a5T` z81mTbZT=k*gTkzp@PHfE$h_<1FiuOhij=nqY6+Av?NP`h1(Q#-{t}Nyi zsQiu&t~rbY{PwIDo04BJ>!_{Sj?lmrTQ7yBbh}m`j?mN}&Ul-R@l8dUNh(5-|LrN; z$XTu?a(XHP_odwdOt+l_oy@8*Eop?$MJU|#b-d)s^kt!Y1c)X&49ciY30VZ`ynh@I z5K77O^)fOgyfluUIH;NTVpBY?4~cVPWv<^|GQ5^tTcQ<_R|C-b2SX3R+0dGX{Y|f^qW%|G~Xi8E^3wDw0q=HMYP zux^+41y3{Dx#L$0aDLu>5(9JeUGt$63v0& zy45Al-i^VJ?cJ-~E_j>e_WbrJwR)+wul+r?bB4W2P+bC^i9eYXLt?TQ8r71D5j5LC zp?6-T(*!f7zdgh6zkGPGL~M#}2Ulrz8UP#MIZrU-vS}VJw+Xyw3WuFG0p>0<_;Gd> zR#1KU?|#-Dan2|A%{1S7_tm5?^1v#sLN^Ak@{knUS+lpLlDCvra=tP=^ynuyFMr}i z`3MqSaaRg*Onjo`L;0>cCwk{1hm*B-{c&6+nH&?MicIkW1!pt6Ost*zIs~jqq00U5 z*N{I6c4P}+v%55TYxm7eonG!JxX1fHJ4;IaN;w0cFcVSiB0`XbC)}Gcn*<7fWPYmC zS(VLpX1723ys^vI@E}$b*p80~yRJceYX#Gy)LU;2TIGd_=a|}CId-+nCW=qwqCbm# zjl%O_WE|gbp-uM1!<5m6nf80HAKCw9Q#ToWGQkW?mHxir0nSt9d)02*XF_4J5JuUJ zw)Vh*QD+3LsiV=WM4P80ZX2W=JRalHJ0FZ(yK@vSHh4f#C;eB?Okn8PR3sUh{+Mj; zwbRAk6}!3#nV?mXm(-;e?GUp8>VZ$!8&;_s*K2Hcrz(+}7N_sx84!*?YWo)HFIG?S@C_*Nk{`R{N3p4z;T_3{iH5C^sLE5dVm*bzUM}JZ zrt}?VmJ$0b;0fjrWX0DJzgxs3A;wb>g2Kx2N1pMh7Ec=yp&n|~-Nml;)se-4-&sMR zu!VyMs$2y3qoXYiA0B2)?C`8gGst%Tj3ryhhwTWg(u4kVsc0=PVJh?Eyg{BXUne}C zYlg)!;ivV#1pk+^bmTPgJ*<@-s8Arb;WiQGf^ExA{$83_istbf$kTIghuH;)IX(T) zuQDcaqGF53y!Wf6d;5%-Fypbb<(X+;e*ig}jJYXOOeS|mOpIxThZSQw5r44iL?^Zi z9i5DF>ZB@+(uEn&zgXgusIiMN{F>wQ+0wmwX5)eCxgL)0foMb^`SAI~Xxz=p(ArT8 z#OrLa?WoG^NvY*N>P|O=ntI(WxKSO(Kya`N(qNHQ;at@&XfAOb+hbJemAt1wlJ~Km zqYw5+(i4Dx?{W4aQ}73yi4PWSRwZYCXqu5hE8$d*9T0|S)yOyusFF?HlnfTPod9WO zQ#U4C-(}Vi{5PwlCRtNKMnQSp=r6?rG0W;mdQIkBRSYPGt+x_Xy=PCcVlPKPfUs@; zvv71H7qRw0btY$0v`lMR-I*RLAR~wXw||+5dJ}JS!YXCoS*|Lop*HGl^}_ovvD7Qq zApsvlysa9@+HZY|bVL06Uxe{UCzOdxtBDfw zc%;x&78ql4Dj6*oBzbKdithf95Kq~#k=9jICs$R>o2|J(a3?*%V5q^d#SOFi%8A{* zRUKOuc^O=gZ888CWZR)GN@ChfzI^u|h{L5gvw0I?bj1 z658=amh?5WZncUOgb1H5-IK}ZJUr7`2=k}*y^9%^3sxfD)$eIi)PE7y@m(p3FQm72 zV4QDlxC>8-C?vW!SlTK7Quz=9(kMkN@`$0SaxtlbENwA~^P|gYGvxhq(>}hP`xzKR z9h^;HfA#^n4h&6d(3ZrlZ|1 z!hlByP0A|l-PW1~xUXKic{urY#_NNmm$$3R!dF{!9kIiNoDuCLt7uxds%-FgX^kmH&d8Z zzw@`21~disJ~9t&#Z<;wJHj>KK9_wHvdY<9Zix#$pGe!UR)h%J-f8QvlQbyzEYcc* z+ubM+QrX&n<5{UFX-d3wMe#_lzHh%+LCd&WL*#sR@V#FJDG+ta;SVB7O!^qj5N++c zZ0jV3m$VC4M@WiSf3kp?2YIK|9_gXi-0#g!0cmme5lU;Fp6g#ZR`l!Qmex?4@>>KRzCc~H^w5U$Il%jorzaV}rIZFxo;GaiMSgZJDKC#y@ z*H0bdO+zJ&GF~u0+LIJ#A^;K zIsEcvoaj(_?wp1}r)Mw#D{@&?vxc)`XVSd#=JX9Z{uzDKe9L1}S{6ZZH9i2eME-&_6dGrhT*h?Xmw(l1-vs_lhz+8*X-t;DKV{K0R zGW5;!;}Q%OO1T7nfTwOg&b*6nz|oe8$%a1Xkn`owZP!vUK-+f2i}>!F#=XixcKFd- zt@5pat|fN-HUt_ly1kGKM?c{2(r5)+@z3fioev{;Y81U4tNZ=F;t9Kdvm5K`3R@!1RV9)t0w<`knUL_(ZVjH3m ziR5ybCGxa{TS`&eiNW$)D=BeCNF9E!s`#hQ23>!7@4wD~x;rgb$3Lvio?|;V*{0EB zO=U(T#h>_4NiIC+E_Kfv<_{qm9S$RoDW`Tl_DmjP<~!a1#R>Z^Kd9bh0b-P=p*!N@VbS#dZdKh%28aOoY;9PL23da@$*KBe8 zzLO8)mRPd++{OobblD&w&bGDtS7r*z$7cpom}v`lQ2Zz9q;m!%*E#?|Eap2d;mc?@guBnfu=$+c?7r z#8;`tR_U#FP$3a6$8{5HxyjC4k`7`$8DVEt;ABRnS^;8=xC?DBE@5ercYY)UegBxNvqkUPj=jt2F4t##$C z7-5p8HtA@(pMJVS{igYg~cuSP*KZ0HM?c@V%(!tCm zH6jNO(lkN3%f|gw)SPYlbZUIzW{lF!{>}6J@c?#al!hV~#B`~8i3{9vfN$Oac_)ze zvT+|3n8Pla1p`)VN5umS4u(6qrzs|vRY5G9mjoaBO=e^gv*yQt%8jI&gOru5`Qdy) z3ajRy4X8O5M@`v0nx2E<8@vh)%&##wIo1=WE6;(C_?qA1QS;d#l4#ZMzHSgIX`;OA z7h-mUqR~f`D}VT-G$2@iC2O)nJJe1$si@bvXHl*=-|#=~ILt*a^k3Nzy-DGG z_r7tAGW~F!239zz6VtUn^vCW8FS6)hR`+q9#~ha%u)C^)bVjk?)QEJglyIK=&$n4L zQ`tFnrujuvq#u6hzgSy1^x~FGA=LQ*5Yod*;a{AvhB{#WEnvZ+wdXj0mPgMpTa*Ui zp6y1MO#IOQTLYM}1z6@PfbD1P@tL+UWaPJN?O7pHk>s{9VC0XDPlI;cEJrmKuKi0jvBbrnkg@qKVGmZVt;T7-7%h;)TA#8XN zw^Ok0Zv(WlWZ$r}_vHYc8ob8&mD3BfiYrJ`yLIZj7NT__SSuj~_f|G_GqNCNjF)t` zj!@UX6^JEboass8n^j6Uks5t8>eFO%{^T;Kuoz_A;tA$hEFg*9zKRN~ed6(R=AaS^ z)7-jCWF62r#pCd8F)?K=;&lTrz*B`5G=!EX>_0lyM*Q+c|9UI@eljU7gC!R}II^9R#a0W0BZRKn+;&4yC0@eu_U@iYYYhV=urTf3x z>Dy03oND_2W~YM1w9;^3`3P+8p!)h1wQtm4U-^h#N<>m4_%`J8=WI}QS6I<0>v>}~ zWhi<0F6FjPqseW^yW4D#V3npyNYc%Bjo;l-s`C73oX5y(W%FBovJA6Q=1&6`K!r-I z>R2mjeWlEwZqC|UexmW@ZH-3Xo8PLJ;*it;P3DlK%SO_<*W}??FnpVF&4IT0mX4r= zHxDba`VZSWJj{TvB*)TSOYgV>@oa=bMMZHcCw}T;aY4I8TIbd!Eob-I=rg7bxH1|U ztz-WR|5T31V!N`{cG2^_HRv$VZH%hgQ8;}4X<=EP43h!>etfmpPvD@=U5R;w$KOy4 zT#FsaWz^>;%x~!pDSl-V_5xz#)r(xe+%!%?nr{Tvz!8}MM+D5=lqk%BbTB*_)mntH zPtz0qVA$3rQPcGfczNae=QT<}CvUe>R6lWh7Xw~H#&@okHKXX-#(?lq0v3;$US>GC z9#}s5|H60CrFt(i$=kk4)qIT@CA7%vJlZ%q{M){~vZYXJ4+{L(d0TgV8TqF6;yWeh zx51aZf~(G}1~DOj#xRtWWB>TW9`VxV#b`x4TT}v@Y?`^7|DcbEce=25Vndl_V5qzn zho(|+jVy4dcluQ1Yo|VPqKCR2_A+k1z?2uz&AZiVA)#BRB%5Fr2cjZ%kNl3-OFtE% z`hKxwchL{8tR22BWB{E3cK`MN+++q-rg+bP# z@gN4^bkNCjPTyNb#7l)zdMZoZ;fgW&+RzQ~jJbKe+hF!QBOYoaHSG~ji9@`|6n#H=Q0CRA%Xp%P^mLOZPZW& z_)bnrdB~-gNUrLRWtg$MZ$406&9oP)g0&1Lg*A&Pn;KHH+U>BqaLpr0^1KTUJ(Ibu z@b2e+A5Zn|dQRL!syoE4Fyroq_U#y2sC1!;y*owsRuZ5BmDi5St@FG?-SQ(qI_OoP zz#~P&d`Bp$#OksFQg$izKw~|f^B_Csjkm^qc&bsz2M4FBGB$i6*^u`RPM>jF5Bw-_ z^gDEKafRRMC%1Hr%55|sw2ettkG;V}Vacwh>w`ZC?YNEcG*kW!Q{Mdu0cPE*j z{44(sfPW9{d_%I8vjKsOWsv(G_JdkejO<(%PZ8g7^$quG8Q^%MFVFD#jPW8nN8Bv>+VY~c@`{X4C2wgozpO?&&{TL#SvGx6BD zd_*J|YiDasG?;|6di*aBrvr=2s!81CC1i`Vwnpuk_|@s(E7$uM(#oeQq- zQCkbyToOux0G+@imh}Rx^Kp%+1wAKX(D}?HF+-ZhxUTL~Z}TOSjIQX)RWq7Zs;kB2 z>Jvq~)^99na7$h4rbSNqcb_mDT56UbdFnTu1l}?aq@U4(Spb67q@g6ctvCtTkNAV< zL_y3$U*|RY`hyn}Rcr55ZU4p+Id@WPrb9(&aC;?BCdBLIK?JoG19w7{HC;lhvL0va zjEjNMNj7u*@0YwRW6Tf=(UFk2FFA)o(8AtcP(!Q9#$wmmUuiXQtS}Q{i+Y*lrpnSA z@hzX2bF1Z#Q;1LscjUn78K}35TC2^`nJmxK^9)SX9girOpDwXrn?LyR*}eh64ir|_ zY|5q`(o}cQz>B5Vw^g4G$tJ$|fSU7%bw6-OwOjCPli}*89kxlOUK4go)92OGbdA1#^$WCB_$e!sEL!t1U=3pY!ZuZb z@7(Es|0B6e((br$(t$AJ72B6PQ~ax?HumnOqvi`jaEVGAH_vfkl~|~LJjc7DNk`Nq zxC-imJV<~q*30b3uBJs@Pp-dMbjjjlGZfmJes^49M8mW&QEAD3j;r@_FWju07Itsj z1o_|vy}A`yvS376h0j$pU4!Qmq8zHD#RJ2erN6m*;AoxMm=ZHYXgU!%+H~(vO*+ym z?-H4=B_0WwtZL_mGD24#4)VqGOg)HBVp@@0)aaoiND5iBeqa|s5+2WP@v?YSVofW0 zPoL{zlULg_ODHN_2PG9Qd^lVw&u zbVEwV@eOIpUr&ZfE(|^jO)k|fQtsDV^VvShXM({a-I z>Y817r>|a^@0flg4cNj$tva2QsgzKNV{g6i<3YLl`W^m1Q1odk(Ho3$DdRxD7IY1J zfwE^6^KLs$N#?UIozxeBdbd@FwceXMn%0l(Kj=~?uAo5_AM&?C^NO8~H^UBh?5zuN zaQ2AD;KJcg{ZeI@qNoQb!}xz(lY11mae3YVlNwH$&|ss+@kwINwjNPl!UH=+8xbjQ zD;_KY=FUCOBY>uZ=zJ)9hHk55v>W0q2VvEI*!(An1{=F2jsLB8ES(?FHlt|Df8Qp+ z*f!srWxi9vZr$A7K1vR~=Vy$^D!?fhUlpG_Gdr*C@kGg6nm>uUU*Lr4llb6EB-vMv znmpbRhlQmmKF!kX>@o|czUXqkcy-!dZ3EQe)8IVE#G*u|QSm`9q>*XDshD`4L$4PW z^{99I*lV4Kq>OMI$ZNhFdg(e?Dx(a75tG~ zww~LPA|qa&L5EDD$#>go7sq7N4yrIeGOizmh@$7DqECWZxsHPKKD;7XYs633Bu$k( zIiB^nQI5RcrMfsV-S26d6D`DV#7xuT^S~JJ$y$USNGy=aYT><(l>LIFO( z)XsGM*i1U0E%0@=-ZOuK0)mp~_zJNk$!9_8j;reZOJ9sj;NyZ;ccI6G-`*Qivo#LW z!mq;0{xgdl*!!hHud=+oJehioKE-O%!dm5I9)A>5gfA%Y8}(`6>tPx%%p&{u z{4~IF%Ogt+Cb)_i9(SEN!UnBnDGjjna>n$e#BqCG2U%u1Q=&WgAEI~TE02jE?8opJ zl*gw6SDu+ZQQ|F$x_eGgWj%;Vn5cl)v{wD0fFje1)M)vn@p1D@3ZFZ))O5MKLI!6H zacl^pB7m9Qh~e>GK7MXZBqqn_OK8MC!Q;~biDyGB=foxcGihMgiG(5!{0O~nX@uXo zx3}AQqc(o1X}MA}w+&M_cSuxY8{GPVdQmZ|ke^s%-_DTS)&`)o+i9SM&_FfK^en#Q#_?ORt#em^PLH;6w$GsW9ozPXPS5Yrb%`^r!e$i8Van97s%D4cGC~jmk z{AK$8nMd_GXB2@qwe71zx*+Coj(5e^=VCE0m;pY#n-ne%{AIh@{^~K@t$?ig$){EF z)3UEcT<_y(A?7+^&ilOAVa z(?0-c2iUc~AG6n|>=a3`#%I>4rGbPc~%7!mV|L4r1zW3p9QdkiFQzBbx`r-BH zmu?8TE)_d3zhJ5}4?cU)v1>&2uh9;G<8I!k3LRG*9Dm~|4FuglVEz4A}7F^#KinF@dV2G>q2~f*$&k8UC{&0@U?s@s0 z2jJ&z-lg)ZO8CQ^E$H^Dx96PPgcXJ!VjnePfvG?=PZEbspel~bS5cr*@!?MiT2^4k zo!~lP!2O#IVLJVBGE&_2Y8oHhhXwjs4cXn!u1m;HLhS=u6c^JPzlu>iVbeTIwAm>; zrj8txi_60$g;j@F%EcXK2aez=iXzY;3q>3Ks!O{;><@V>-RF+dI|6YU-xtCKw4})h zJD~&|5=MJk=z~av0vVcSb-5*58h(?qe|!7WL3n>M?v;7cT0iA=o3o$-Nd|=(yZwz{ z0|m)j1|s`7p=9yb@{fokduA8oH;+M9iXRK>2_&f!@cAR#=T|md=-bm_)TuxsqF#1i zk=Z)M_`)-ls<1pq_YXo2-()|t(DaAZsx2HI`Ju@N-U*RRQk&(^Uix*B52%KQlN{!- z8gv!-L;#Xk(owr{*WB&`37}v|LTx|p^K0V`_^*_&-ew7z`lVFW^%FYdvLrE+h}GSMKPT95F6iEc);+hU`>@ya8CNuYe#X8^_rOUSevg_r zCGo890uU=?~{*OcW5$M!jQ0!%p{62wG&rKy6a(rMqYJDkyD&MKc=y{^Xw*w>kAKtuJ zZC0D~w9W&TJSWso^~fQwZX?f-;+_T9#Fr`Fm3L;Y&Yx4Ay15H>^gS8np4LPyS-FgQ z6l;vjV~_OUx`&Pqx)Fk>paI-tzgbWVc_~(tMLTlniN>TroI0T$JGDSIwMjlV1qTvx z81Yb6(+gGLbxHfsu1_Y?5y%xdM%f>S^DseY|~GXh}wwN2XVm%EM#1= zE0L7~RY|moN8y}}4Ke8x1El*Q38=P(x|Q{2=>jblt;SuezM*W_z2AW;tO_I~jD6m^ zAA@7`^AjJZg@7AL(#5HN_)w)M<9CnL@h=Wqn#{al3=eqU&Z=jq_}v!6gb+-uD_L*; zr*8FR?GY_49|gp%1n?)mS{eT{-eVE@bKFre47;2q$qO(D@+>4D#^ZL-w z*Q)AaMFWSojxwds5PY(bhXRooafT7@P^Jy+q|1Cl0G;8g%?ldpyYmA>y0G}^Qg&9u z)}-`wAG$(id1yiCP8i9Y=8Fl`?6$@*I>nB;fM{x4>?_D|{O|@gc^&T1|Dn;fOLgek zpsHs$O%)Y2|FCPKuBW7%S5!>elMh<-HmE@%V6WcKmd1->*E32=TxLCS7^ZE>uUO;v zo~?okv6at3auah~#z-3Y7OKSMVoUYE*(ln)JcE3h#E10xU!-Mn{tw!;OUuaQ%6c$0 z3CJ2hb%*5!1ej<(no%#TS#d!Rtm})1MBXH5=PY#pe7sc5Eak*}_Bl2&RCabm&W522 zgJmG3oBlBD+U1seMW#DQ5vypTtR)vuPMpkxd5ov-Bo8{zEbt zmY6$)9WQBG*~<|v=UQwd*&v-UI+(dTgk6rvy?WsL4MV+bH-h1cuD28fs;FxLEjjW@ z5!Zw?qg~=VKYCd>l<(s9)A;{n&ez`8ohtjzr*D?#Sa-oEW77;W^b`rSQ~4Vw!|X65 z0?%ryOKYAgu*`Bz`SDEVH8bIk+v!J_!Jq#>w%$4*itqgbMnG8U6r{U^MY_ACLpmfx z8kSD!T*;-RJ48~tg(U>3rMtVN5d_}x^ZmW=U+;gpOHVm*-N_XiD;~ ziVF^{TalEQ=9Qm9K?&B@9vKT4W$gD3t@E5Ood6HQaee%+Lu!r|C!E4TonewPL}e@@ z4O})|Hb{2_$gz<{8Anrh41p6*7mQ&AczdCOh9p;fGI_xYuv@YR{s&&hi{%fJ?`i(X z8->gD##XL`Op#X;&#X;=Ba)O;ZZMz`(SrejHl4AL1qDConn~DlkNGdcu}_rup?2a@vk++UxR+e+ZL?ORO^1tk zo8!t+@`L}YnsJ~!ltAtXzjNx)rx)uQpr{Ey8(J)ZFn}m#CgJC}@-3wp?;xHyUYpI~ zr}Bh7q4{Z@?CiBvyi&nz$w_a_*EFT+KjbKDll_z|(WaTZ|E`nwSRkCehCgOmGXBQA z#`P-P|EA~14*UZiEQOYYEE!>%x6vjz0?1 zDwxgnD#n}2IIvcK%ob})iV4+ z%2-g8tvfy?U%y|{oWIk`dBB_F01Ii|u)l6Yzq){&ayst+d~I1&k?T?gmp76#eMPTI z89m9z-^z9#gXg2#56>qc7bEtO3uh}*_Ev3#zZ%Q@OQeT7VDHKpS3kE^ zBIz|^iOQtCAqiDA#kiail^+L7XcRx|Gs5N=SaB+*Ekgt?R7Rv*wxvYmy+wK3&*DHo(^Eq+bLy>b~cQI+dC;zK8!<+WQLv{ zOYPi1r;@7t53|GHo=^HF3C}5O$V|r01MFAw+LXMA67ug$cp%DJSe~@Z0PjTNwZ+sA z`49|jN}hHylu`19y~YZ>51V{EtV=tM6Yq3rWBTpY(hPVPz0CeH$Q+&uIq|Sz-z*DS zmcmu}2K>|VuvsP2@O`*>9e%BU!iB@;w6yZgE!($#o_YDR^uNJ1L0bwB=)}EwP-VO` zB7zp=-6P$m{~_wDDNHANUckFxOI1kvD1jh)j?719ms2R{Ni?_!OJ+9&;yF(uCCxR3 zn39ZLmeilG^z9@+x)x_xW~QKBUO8Mc>U|ZuenUOd8v6JG&gMQX`b0R{i5prVX%OED z3|MHx6|8XPM1H|FD{ejVoJ8Y94vBVWVc=WK+PCglY?pT%+9O={;JM5C+Na95{$)NQ zzb;Q5zbQB2Z(IE&H8>Fnj#$cN(a=i$oM@{cB^+`t$~z;fV15`yM;XjFFKs{KM$`*O z|JG-2WR;>HFKW$!!>sRg6!VSXFtK!*!V=c4kW8dEPceHCo>3>jPxa1rrT2Tg9tK5z zOD%Slq1?|pt{7epaeN)9-MML#P<{FFM=iV!3TO>(h!tO_jt=yVkK;R&qOWJQ1%|Re z?V$&Bnz5(E({zd}AJC z5-U_4D+NaEEL5$79aRh$6wUezIctBdmjr291@){v8q#UBqLr0cD;*tIb08Nlvd>Sk zM|V6lG+6)KRHJ6|{aq~3SsD8{KU;!1*p{w`t3`p{vbf+v8`$nSP#Kpg#TXSquU z-~h#bLs2HEaGGW0#^lr_sHc-vs4!ZIt+;sdt+l`%W-8d!?6{a+uf@Q)@8f0xahNZ!=k zN1+sm*ZVPgR+f@>O*Dh=7aEtnsmXI%MDqD{!Itt3uW^(N3G)0#ggY&w6EFFLmW7*K zl>h$hgCCaQYJ-i5RQ~CX#BuWK=z8;>Mi|bmdEVL1di9(Wsyl{iX&&uXEhmbS@6dJi zZP@qYfp0Wos?UGC7GHO`=X$LuqdBq;XtNMv*d!K+aLKC>oUBMp$T6lA8;(NnjfPa+ zvZcN|7Evf#Qr8~+!?~>!27n}&hvQXC4|Z|bH9vDe&z4q#bq7vL-)#$HAtt@){i38@ z7ne0dr`R{FaJg1jJl&>fD8t<+WaNgtgfV7XjSUZ_xsFO%%@5@sio3EbZwCI)sQrRqjTm3M% zy!y8Nu5rW(i?*c7S22}Vm;&Yx4sjK>Zk0QJKE79z?bsgCtq?lz3eT)muCHrxZ~Bv>HVI4o)_Xnd!6L?4`9;uOk}~jF$?dL=7g2%XYln z6h-4&It?Lk_V3vzsDSkXv%`w)CK4{(aU3@pK0Mv#%oML%MchM@l6wVqz?H&Z0DTP` zM(%wZZ}KnTtfUl{fkM=>1{T-E*&cT(NkSy^WO+s{@qj-U#aB_ujC3CsH#cBt#oAbU zm<$N!! zv7t_29c@^51kYvqTAL(82%M@J8$&6h1{QLydnU@?(E7pf&LLrFAG9T zRPKH)zT*4z%iK>+f-mkwO1ueXr}2^>-LMS9>y{LVwA_NhH}bfn+L`*r0klyfC@pT~ zN#_fz%(Utw8r0Zq!yfPP zywKG24q-{54aToze!UXBtdSE?Tl@@(7KB-7thOH$tTQI}oV^KvgNJMjrx=4+TJh|> z60q@#*ve_#8m%j?+loNcF~6mb3XJ*16S_;W{+3DFzV^QphJ@)9GBcm&TCJJkg&fT2 zl*y`(T4Fi!`_bE0#(E6VHuz3PWnD1`oiPX9au%B7=$?ALhfUGz9mV5(-UZ!V;IDxX zJRmPVd!nA5fF8dI<>@^^_hTD>hiISZDU7?LMyV{|f7Vk#dPejdN#RW~(x?ZDA_kHR z#P%75Ku{i1P+sH9Zch|aA|xwb1N}*nFfSWGft3k&tk$3>Or1T%>QBD`W_DztxQ*@x7U4w z283M`D9kJQYrAfPK^M-0cVqO~5wSrd%O+Vg{)Vg652P9y6xd6Q`y)jmR0IFYz^*JE z%!VT^N8y@5##RE20g`@u+A@9anvev=J_cbq9W2g}fPJd>xh{5PqyTaJ2I+NddA>z5 z`Lkt|BYZV%VtU|*NcH}w0ADug>B*1WmMzQyrco@zQ}$R&!_)Nj(=B=jt34hY%k5Rr z^$o}y(o=z#B%MbbYykpZg8+^;J)sQfAD?=SBAQ5s6fE@;pP@1i?}ck8o#LF0|31;1 zuvE2m(;K`boM5KEF_GgZv=qXqWUtC8d$>61bu~ZH<^6Cs1eOinYohXAD?z*E`jssA z!K&{j=+d1~c~j!pl*rz!c+%(n>DPa2_a9gfvre<%DCg4$tVjG;FXAZAjf^iI*+Q!A zSBy~m%;kRvXft{aI72kID?pv#uMXIR@zCg1f&Kdbu=-P|yJ0Wfauz>i5PwWkHGi04 z;B=U^1TAKuiXKZC^_JW^Dl*}O)}Jy!f=|caz~sRX#GActQN6FzV9^};+vE0e>it>s z)@4A=HIexQW9g||Ln#Of77C!Q5R=n)pL|J{?m8jKAMZ^Z=|kLwd!3V^y9Ac_L|xv& ztN&kM-N9SgZ1U-^_^_{SS@Uw%`aR2GF@WFiV68G6aAFfRjbL3O#}gM9GmhW1n$hE< zctXv`{3NoZT0Yk7Vf}t??C1PP4(;g=R?=@IKWJJB@hoI4XeFzrq>;DMyU7nNOmR-6 zg-^v8Ovgw|;K}HSO?Z6gL_nAS%*sB!*;w|iG{a>ea8A-<6)%5B7EkXw5g^vZ=y(C4o(1|+r%`_Lj--*q&i)sEqojJWWx07i0ET$_ImT3wc%4@ zw~tK)LQ!8_S{1QWSsIOGY13|7h(bz;;*FHZ;Bn1xx(E=IQ%vj%GOCQoG!m^&xaHp6 zmdhoJugf#Y;JWK$feN4}Dh(Ug8i4!1tBQ)_7W#Uyl9;@0#aC`iK7H%wjaR=cu(#^H zM1%iyzMA)ZO$r?Xun@^*$K%Wo>;qS5@tw&QyPiW>Ku50wSLlG&aMyFdJHeqkaD^V< zIpe1Dc`XZw_aSd{`wWwk-%IUI`b;e>)j0R~Q+~RE{ClWm-tqR?s^Ser#%OR=aq9cr z54keyLhsWg;RItpMoxb7?d?+R4UeO4f4LUI^H?YJ2*XJ2eH4!7|7{MIMj5vME{|uw z)~jC>kuu8^D^(PXtDQ)uW7>pfsN_Wud_Ipl$w}tjx%5-2KD?SPm_NPLvc|w3&)%Fv zP^y=H_p+Co@A#uU&!@xuE zaET@99Tf4b%?I$Mptg?rOd^-yJn&|ZG=WPwba0c~daXM*_kWG=$N%78_jhEnIUfc9 z@b?bP8zpKj&}XcZ%P6Nx&Tzh7+1;KLJUWtVDcR4is+iOG6r;pNW7&w7RC)v;sFHPi z3h7wipGYie`r)3pds7x55n!#)0UiftjR*h`O(xutFE$(zn|03_m)yxq247Z{#mgwh zKCDeBi$nml_-V7f-X%by0`iDruVEFtvl*!QWhpu8kRcqR`=!*0EMd{QK*wQ|8qSG=q) zL)q@sXg5=Z%sesw-~bW6>l_!Jxkae&FOI$%haOScbU|~0612qO(bxR7(`OAZjtBM=S_3H2$-mUsSu7qXrwu83cr|BA{WfUmz>6c5t ztHcBgV~rcQ<&s_grHSG$?_2ZH3tMGO&o#P4yCTh+3GrSmNc-0aAo~~tn4f^`Cde=0 zfvKeM#!wmrU74s6mc_gjo_%7HumYCFf)t*kW(cH;RCZAc$==v^yG!PC{t+perKEX) z%xBtTQVdH;pzxz{=W*Qqa8B%z(m>vaeS#5N) zx%GC;>8@&qsxJ!hdbjf{zt>&@bT|N0+ccA*hWTV8y@4Vlxt(9(z4B6D(-n|kpoB~% zc%IpcMKaM>SC-bkI@=m*Zj7L^|LrDa!2;{G-#ycp2 znKDaBuNy79U$^YNHRVFPSF@=2*(Xpa8$V)+b)5~@jfZmbM^j}EkRFLdS5lFfIdIDf zY+Ro*V37FN{$%Hf*sfY5t50~dFCHb*d}%qCE0ZT?r8FyLEa0|`XM=BmaKyVA0g&kh z*;Mye@Nk|*>|otQ#;fq_ z&M02~F`CYGzJ>96!^B@}3@`|(>m&SMjL(+$k@{& zoZ~&oYSQ-x3cq=}mm=NZ(VgKLjD+EtnmHs-$ewCrsuibO^J6=2AgHO-8hV=!7DsrC z^Kx53Z%M)879>mA?ihy8T<3+UjK)ujw8t?LE*5BMl-E9YJ780msuIivc|sK5H%7!w z?tqRY+F<-2?e+v6`253Wv+3({DLia zOF<$OjP#Fgs-64&e+ha^NPo+VXWE~u3hW3pb}vPYNy+|fgpn_a1^l7VNv{7+Zv5a+ zE}_ahE873QRG|6qAO5dp9J&D1j1(!-vZsa+in2Q=S#B}w#MFZM;}m32RAs1W!7ks{ zyvuT*wo1w<`WRBVzSYpj;DplUj-@~ZbKGrf#{G-nqR>=nG$HDXT}#VRj>CX8mi1?^ zrLFv5Sh|6Iyg*1!CYR@i=MM}NAJ(KNb5;nY!apPg+H@V>ywudyODJ0nW(0j=5x2 zLczxaCIozXfo|CP1%;7M`Mf;uR5JE>GkjYseqef>%aJu!M8~Nhj0l_0_O2C)g`nU>`j&(Bu!qrM~8;G7z-J34$x z9uk9HMq*d=GQ`Lp^p)@ZRYi{1{1&D{=YFwd+8aTON%?8Zz3C`ZU0EwZ6{Ijb0h*Q?_ziY zmP-Fh`39>?$qYCigtr%w+!6tTmQK^|gV#atGq=Ss380w8rBmR+Y||{dbOGb z+JO%Ami#m-)xHXXl@ppi4}H@1Z@`&dk;mPg+kSTed39ul`IEnPKfxEy1(+dRH7~d) z5J4E@oXZUmtPW{qI4|_G2#vJE1^{ML)n>_|V1xFX!|IB`30bpkV?YOqMO!WtFiBlo zjAyFG9*nmauYajP!GYR_rxu8s5>#4775PFn^AW`Mj1!yE3`aFMK1oYBE7Mq6JAPPo zAE($|kgp{*Dh}ZOkdb|4nkDGlbdiyK$Pnaik-h)bZVjDhTvVJi86U4z>8L?lM>gcQ zv)!8mOXBuCcW0YIjMqjU`Z5~Z^gIW&7N~nI`{41(am4u9_8Ue}a2UB5wj-bki5pO* zjKAcqZ-^Uk`FQK#TU}h5UpeyIM@Z#G9_x#YH`U8z!fKO9Vgh2XCJ(1(Oe+hQwL!wq zRVtfO4b_{_y|qVTsRkRZIk1{`8d>A>fWZcsz1ezo(e!(^Hufn4E^b4r6hPfSBiVs< z(*dbj{HLhG4q)W3kaIpl=7rgb`pqmSP^5IX#D>iRq;vS&)33-m{g_JDU{%UG1tGil};SzJKE>s9J+Y>e6yW1?s~shER}Fd zOb@=Gqr=o5PD&J0G~QpLR5D*y89nic42&@;dE&Xk$a@P&HF^s^>;N|uQ}m?sNQ-f* zj|%|>3q^&HRXLMmNXatuSJj0VHzrflcy(#_nkubW?ihM)Si2c%=82zrv&lI!tQS5p z(T~cns^Q|(#ShQh1afkp@U~i0{aapC;^OV6vDo4?yzDYYM<9Udb*$RN)SzMPCla<3 z0+UYhlXO>MiwcI9Bkmctj|He+yOMFhSc5Uv@4c|>i+%ApcCFfG^b(m0$<)QA z?}|c>fNhNXH_N0C2|+3tQbY*@#0k);#S(St(1C>$t_1hD7*fA#n}GjR1jn53Tz&Ko zE1F&t>i)~4%6&Y>t(6lGU}{H34&RSMmC|ZjwR4jb1zsgfY+DT5VPcd(`s;Fh2&$D9 zs32&mDk!UHrKY+_J8aN3KKQ^{i8cza1)%(B&7U8+=LFN#_+!+OmY0WZ>)Aqu_n@#fj22Daphg z%aD?LS$K=#D(wESl{f6yw)OnfIzbq=MQX>dzjaF8=A1T75eY)e+IhP4?kOHngKJO1 z0J~;sXA@W?;AaD9Ege7JMl9Oo1B(Q$Uct${;32ySX_ymsol+kdaI-=C@-GzPXvL%x zE>TDgHZY(Mp&2dq{Gt7G$qKvQZO?4-oC_NUSED`JyZrM?)w$!{sm`6hnP3 zXjYpz!D+o*sbl@1QMYNL*<(lzdq*f0PHE%GbhV6@Y09N$ znfg5cyM(0v=dK-aK1?UdI>r7CVDuX|0bo6nF1Lz-MA)vBq z(R3?9iA`&a@vJNIBj<>(xz!&EWY7M`u%O?~r7wH9s*yS5-X2XkL7v5CZck!lIRN5c zqBckGN8o+n5{kXNT++LJTs_NxuqELO#WlKbt0TiM6DLa97<6CFEm} z!|#2zfBAATZ$Z^)Z2BpuI1Fv*mj8JnT}s#tHZMHTDb?hA73J!UvVT7T(Iyy6lc<~F zldb+Nme5YdX{DI$ujP{&G8-J@dqTwvL>`RS{VVZ|ojcR?h>tM0q#5;rLOM`9ROVw) zg>F5M%>~w;?E!*<^$g2q^$f~0C-~8s!?!hUbd4mi=Yc{}6DbI)eNVWws(u&H9I1Tw zu=)6D{Ir)65A(&zDehfBf~{e`$Cs{n?c-0MsDt+2c1bL+N?hI}A?MSYw>@*fKtiPK z5)<5O_g}LG$vs0N5041_!xnTUfbIA>hG1a)t|rKFlacL<5_u+V2&KiTnbh9I&T3-6&{NR2FV}8SF<)V$xSs*BuAe&DuB zG%c9#B4Yy^fmMZ{lc7}R^tc1u=HSRmyVA9PyzlXE@32YIhOu>)J9u|>di%C5ki~e7 z$v&2?Z@6*=Q~94T+PA$7&g`2&IqGY%tz6%5=V9>;?@Y_`)uIw=BL7hU8obMsTRXQz zs1}iRr7El6Fl`*cazSOWT2PuL&>j zH?hI}D&sHDQorx<&vWhBcfY^{kbJcpB9|3(4({9o?O{%>InGkarJ%UG^8G%l6IO<7 zj&q7umhq+R*LuNt()tlI3z*%M?G7 z&=a~&AId9mgbxXNK;j-EE5npsuM&Gh(Y=oY`_<&upodarKC6?hFIN-!vjFV9M*}jj zbsHd*&%dy??dww!K-RLi@iic0vu<9czoHu_ugQ|bJ@qqA>qK)GVm~|Xt1MGFknc|0 zV-)XLvZv~y_3gnaX6$Tl#^r>qAP+a@FLQUB7VHi#d*_zK_{AHJH+VRd$eu?W$9TrYQKuXd_(*)_ukW={PufVX6Q5**sJABQ zT*B!(Z~w{$ne|T7xm0Ar4tzns^e8s{0OGA`B$64*b*%(t$f9)Y%iI#D$BG{to=~Cs z&{THpW^@baYa25;pxW;krJk%DU@-FVx+Tj69saVZt1~*Nu`6l%&@Qjp!8#9_hyQ~y zUx3<$n~DXRzeg(>+k(j}7+a>G(ciE8Zq1RBTfhT1X@+rq8#mK5%w^CI>m4T!;FwE` zd(~h+*lZl5QlRLM^f_M&AmVdJ=Z&XR$@KPbbL$YutOo^=k_m#-3NqOIntf>jtCLNl z&chXj0wsU+*!*aK{m)RjTaxX`CF}1V%^l4mKnoacrwu0qZ$a@1_+;X0X>6h17|c)w zn^s7xtX$>;j@nfmpxtj}pU|uZc4v72n4y_io6J5dPR?sBX=Bpdd9Wy-n&H>oJ za(c_->; zzTn}qDMdty>S|qH$olXaAVP;UG$U_R7E^~JAuu9_UZUT2@?Kfug#s({c95`BWo0qc zV0Ba}N7RXp^oz6zPpl0Myjzc`3Yrze1^P#{Gl2*h>b(oLs540Dbj2wl^im4<4?yAd zwy%h^WD!Mc#W50zsEaqB;G*$~X#)n`-)}A@`b;cPKlL$wf24iCX(XkgETuyH+VKuP z3zU=!NoUi=5s50GNoa+Khq5wVpmqgxg#hn%)}{_*wW#sW`fB zH~i#@7Onk3124v#-5I4h0ephfGiuuTJkij6prv(>3hL=)f~XQ8TVnsG>V)_kx%t6Q_n4@AMFZO&#fm8-0%{? z365yC{_f9wya5+Kra>Qh%n30w(niB)ZXjoe^jE89Nx_vK(3E?BT7LAG%96uI->{Cd zbkoKAIAPz_Ot!&(y2#GU`FD*!B1k;rNwncp3(Rr#r&PNV2fC4V^1#jr5Q?F1_(oY? z?9i+fm4sHl82VpW6$&6Y0HnFWZYMIAkt6Dv$`i%8H)6Jg4>3MGEsD<737IpR!tH(J zkLKK)Fk2$5HR%Lpb-cB{m2^{md>W%Qb=L?KLEm7&$$&OQ#+}*r1>nZ=O1-X=Lx|6@*HG8zOHXkd176fumkHHS;hl# z!JU}C-Vzx=wZs2HACg&l_WL%$qQbrX2OD2kRS`6V=H*EMUzV}sfTVB?Rd#g*tm23i zRJhl7V<*^R{28MimR3ZO;Y8&#Ins84r>2%M@ojx;*mL6y;(Avkb`#v6`6y60*_DlA z&WGa|^?IWyb~>`2VpJsxAau8TV!=sZk675ur6VMfx5ziN{nIY43;vKOP8VNUfI|(W zGjEag=yt~crE8-(T_WWEzqFC1E3k|IOV>&jpqElx)bJfMed`}V6XF#Ua#U@5!3@ce z|JOejmg$o8@y=dwo?p$WM~Un}f;X!^(o&7gAnQ^u%6Ww|^Z1McRAKvFGU_$ivUx2G zO@A{ZT9$sa_o7ev@HrLA#B)ah5H{0d2~^HqQ;{V9ht;BcZ4?+|pN>~(p5KJM04m-3 z|Fb=&6BD1wu~lD|q~4WYHobn|0^ejD5j(zRHUDq8&9S`Q8-vDgrl`~P-t>Gz|H3d> zy)Qjq7CSjJ^STwCT1f=#gQ4aQ;{cs?=9hTC&Rys~l$u5chbi-mHl{fM&}cg&6l&}7 z7O;awNmW9iE*JsKGXwBZS} z*unlR$sct8<6oaAYbO~Lhu16v>`vAJc5KQEN?|&sgap;r_>3raqd_%-IwcY|?i?s|OzlFpcw#N1U6<2O};ID*U>7w(c+7{eZfUam0$W{Y{pBo)t; zP81+$OCp|ei<}u;$Css&$q9rXb4zXDKhylV#Dx{zDDOB=EO~03X(_2WiX=4Gx`O4i zc3C1Q1GA8oFQ6*V`emZdkd!^x!*^GtJNK6=vmZ~LxWs??EE zwc;LJ2-l$BT_&$Ogeq}7>VinR3**^3Er?3Pn3I@o)wg0m!Px^`AGnp2@7ki7*CI@k z!Rh)_L+F?VM^5T>hH`8Vg*hKCasQqP?t`GZ-gn~!8{`)ZXT>4g++E|U1Cl`<^#mW9 zuYRarN%b5Sr?AkQ9I)RpYYeh`koCJe%V=S-SmulXyIOcl01)n@QpSuN?_$@Vl(9lB zB#Zp{H!sPX9!L<~KhY(c5I7B0+RFol03LZ=Vakxk6sf2cM=S^I^H0;f=(*HReX=fP&dJqrT`zdw?ATtjZJM4 zr871)vOrgIxUAU5pEzH@5K%POzPgTj|Hl)f_f{}`T>&tC%j4PQ0%b~vvJf3xM9*Xm z&>&R#_O8C%&BUcgEfz`f;eWNDRyAJPv?g=M&>?79K=E#N{++q9#=73RfO0#`jNP74 zRPvHCG$y$*9fLp{3b10{w)s-Pa|G)Js-uzztjB1sWnX_Z#b=El$&osWHXUuJ)1t~0 z3!Nhz$?}ma66N>9u~5${$l4qA!RoOd1G=Ol+BXQth7GWg=5!?cnY+jgnLafQztYL+ zApv5#Ppj`r*ZSi7zr{)o{QjJJw$pHI1n`i@m6FK-(lRK3TF?%!F}?fq=7!CFOa+>`{fl3M zU>wgXq95mXQL&S>E?-@XK`FB{`038ZSs#sAhlcGdKq>-YwbE}yecMLaV&ZC|_s{JA z@@kFr9e;)AeMOCPD%Wv?w4uLhx!5q?eT&agT}hW9%sJ}u-<)J2UwL3O(!bzMCfToa zvcH7kTQGGVAN z1a3`MO4H&IY>lXsi>PC8AO9OW>_2;}9(#LA9V|a-N6hHRLy|PpxANESomRwyfyN5d zbJmXQ&vmH`9mKRAU8f=gG0K%7z?p&aRW3`^GcLH^XM#+FV`B^A_E|EkeJ;?LgKY@l z7rYthKH0R>)Xe!1NSbWP8<73A04tM|Wx(c+TSrdFxHGTc|A?-lydzAVyi#eokhooE zceHMRjsC-u%m5A3>c@q&ByKF;qFJJfp+q_ z4=T$yt3tDR&dB64cB=c|{e}J>pR!BVb3DLh0{aL)zGyqFME{UE$Ess9=OY{epp;0_ zl-dovK@Q|J<?41g-O0)jdPj+c+-JCMOWVtG351-yy=FTxuEI!h)W-o z#1Mcj_^hT;KgmDMu(E3hAy?6G#+D@WF(8e-xA-ju*kb}o!)DAU>#B3va?Tw~aTfT2 z3P-q5FLK7#{6Oo!;}mgQVbHz5XrIgL5KCXm7umISI%%}j=l%Y&+_mDn-(n|>vm9%nFnL$;`nO?7l17S5rlaqWhy}pe2rlc9yG4)uE%h2xBVnY-bAUV|j5Q z^gefial%FR1@HjW6Ib+>&G#?KN41W0AAX4eppL;`{wF9`sp&7#djb^Am&JTfeQDa9 zJFx+6xcbD5lz#9}dE1_X=&9u3vp)RA;F)^M?mNO_KD{F}!{bjRuoD!!dGdvT+rFbF z=bLAf0d|?~7E-P$et?=QD9b}G>u=xR7S2^`O{_tKr@nMx;<12eT2{2JZ?8ADICrZ4 zeTr{B&dlr1CHA(<5ENlBpS8&u0CyIXWQ{}0IS;=I3N4+|?TOQPJ&~vbJ8gY=ES{Iz zn_5Oir#5<+gR;+ZDR`p+sT*;2ONx+!x;>F-1HG~@7|{@K_FPW#H>?(JfXl+Ow83uh z%k?2Q#t@YAdF2A6dq&YC zhORZO|Kb4XqYrk2CH1nYJduz9M{@9&5lu@o{f}3a9ruwPQHdalNTP7x!B%|*EDA=l z7zD&ti_=O)Cs0bkYzvRN{AH|6f+;PHttmYBVJeK-mNh=MV4?eso5x=hN zm#nsi-B>@t`lmVlgOPX6i-{n0E76e>)cyTKTcT-TxMkOt?}R^>gfw6A%RTtPAN@26 zPJ(Y^3;8TR3JTVAa-Emjf&$?H3|9;Oat(c!(<|3yr#_LJ?&%bI9FjID4OEs`ibtLe zKES!OdNb`rb1zK8n>Sog8kK0fORN)Dh+f26vUrkdt^F=(Wuinsr5>7;Y+~MKq29pa zbF>&FO<<(pSFSyE6hd<{)DnCk=dm1CY5FL!vVv+5M>&Y!P7tu}`2>x<%WObZ`5?dk zyhvQCCmjpvcud7| z;j&+iXHa)Mh0?iVZ2SzNFrvI*#^kAC<~pt5sB_6hBa%=kwsA4ysa(KcOvOT3%D+~h z?bl7*kY;>^pWED&=_i=%*L_wI055A>-s+|O7;kBFA86ZMPBM06_9h_{4r#9hh8U1} zzCo!2k4^&C5)ZW|-vj9fS3w6Cs2TAh^-y<_oDvNG`MihEYn$XVKPaw*1v7*ic=BEr z>3yu($Ew+u6+!Xs^7TN2jv}2Fc%%I}z(V@Lfcjfb4PPo9^k&=?om`A+_WUHiWE&fa zVypvaM$+*G662l+(&kthp=fZw(!PSPLVy?2?%1g%w$J;C_-o@U*y$P%^0zG0;9~VL zkITc&gjqe%Z$6Ql0~WZzg9|Dt{!o_G{Bw4G$~*}-EB2P{)_2m`SRuKy-4AU z-9B1&l^!)RE`s=qq1}O3SDd#t7V@2hM#3A3`1hNjuX;Vrilo5_7SJJYQ`XJXuKe;h z4YkME_Pb9N%a4ZS_I^c51Hi9=INrQ%AP6r*7mCAL)YQ^a{<6-t*2YE~Inb57^F2#X zP#c4`XvDEJC?v?UVahTc93e&O5@}gMx&W8t{Gtf={LWh1is?RS$jn_P-A&bo`@IESXO$$Z*xz6MqQX;LHFIte~ z5nNeC7Bu;8n5m(t_*H=+SepZSo7h+u_1Ak*EWAKFFSv1oRpo*xi8RCdAm-BBB%*%+ zVQ07za-@%o2k3q1q?ASCKtHCV7-I8MDD}eD-pVG)YM5P)(@^NqB{7677RZ6Bmf}O4k<6N_ zC7ys*)8+);+^YzNFK`|WnM3{$+)>$FyMhhlcXNNj^JId$%wyu;NPvnvDUkP3O2kTE z>YpA`_2kKPcS$wG?o%PN5?Pymw2xfF&`FRq-|?`My7IhYRivn?b+W5(HgN|1|4lKWPXLgw<2(Krf{;L%^ZJQu$F0+gn zN^i7ZLRUg*oa9I(Hdz&qN~?{>e!W4B$3EMLOV@|0WlY9ewfQMdryz)NP8qv6@?MC5 z(~@!)p$`Gj0vLOma)?)f*vY4TnwJ0aq8YG9jTWeh^ z9w!}e#fN~RRKbM||N5uh^Cf}bhj;%g@K_DLjM{vGQyL0=gViEJ_UqjjY&aGC_BIG73(1;z83zZ|_ z0Un800=o=RofwL*(FS>ES|pYSU7Zn65?J*`N#$bY zu8EK5p~aesYuIzDCwOW-@Hu< z?q#bYEr2dn1sBfNz{$Rn(kXQMX$63p}uai8B2|Z?03A01=5)HV_XudzF(C6aij4JT-#n~unCovjDR?%#23ZT z2-yAcqwyTKJcsqlj=tRS%N!*L4U3^6eo2vNF)Hct?5A*}FQX+gn00Dj?|Kcv8QvEu zCJhs_`!cDh^n@?aTS^dVQHt`Nqg@Y*n*7{1RYIt!^aAZ*yCW==m{@(Vbxnv((BGaxX7lV1Xy0&BLm*GCVuxE@FvKjTc_>dw~=eL8?i3=;1 zt$MEGTzFzp)~>BzeH8g1pA701VUzDhWWGk9mQNIX$*QuW(o)T;A+1DMHIpjVxgf0S z_n3BFxDt%l;3GCykj0$nL|#IaE=-3EA$1w9U$P#QNtjvPWE==9YG?NToO;jjBzV24 zh1f6V+Oc2;OlCp_s8d~&A5NraSDuymDX{11KO+s@aRgCmN(N#3Z*S=K`=?X6 zT5S#d))+$4>C|`Jxe}Z<{tK%kW^-TG<>dJ%KLH z&$tWRi5va5daF$P&*K=Pigl4&TK@!S`;MnZ|9yQi(wT)~`*Kw7U%um8MmF^<-Sgw@ z*xmjN@BC%6(O`GNNFKP>A*0E1QU7H3K346Nuadw@QCzRh-D@D!`(8G}X0x`e<-@%! z6769ib)RmDd#u(#Ew&JCz+hT)x_nw z&b*%7snJXb)8N}Dw!K)uASj~I8TOHzX>Sa|BEVzc`9+(w({N>(@aa9@$2dHxxpOW> z@tQ22NX0Mz4^dwo71j5>O$^cStu#N%uH(4k0m=NauirGy>8MqI4_L zBJjI@*7sfSTJy(q_c?p7v+kXlbI&=?e)iI<6#1jbp-gdgkPT#n;k?h~3k{P)PXQ~0 zA)&poKwyMa9*&11?rTmp$mg@y%0YtT79QE>yru}Ba1~^Gwfu+@*?b!hh(2nrL|oGQkL z5vYrO-yw{7s8C$%35Nvu9nBPOLoRvX4S2JQnIN+UB?fb&VmW+QVFXk|3|y^@v| ziyKAID46aKTXx)Mk+gWtostvwS_%{^7eb`yacB2%~1J35oVHI5gUhkd>XPdVb zZrbmQ{;6Cv_E}Mj*K&z8`_%l;Z0e>Dfx664Y4Doyh*YDAh`)B_M!2;u!^vBO0+P6$ zYlhfbi)$MV?A88jcZU{IY4n_2p(m9dB$YmJH0^X9a1QU&@C&Q&p7a(m%h1ca{pBMk zE8L%tI;EFt4jcA*@z7jt#saKSPSvyTU*bkZ7}bm)Nwph$%`*9XSwOJ zH-Af$c7L2wOt#IW2=Evh7VjuPq)Ds-J6?=#F%hx0hi7>f_1Y%1q zpli0HBH3m_x|aH8g-Ld`ak6wd?#;LMxX;P%Ho^slWSJJTs&os?UQ zoraNV5l$mcYUPc2LBCTCc{_yTr0U|i0m%Iix_@v;HzX3KIi1|>xJNE``-Ns8j1$-7cF)lvrSf!g;OmNQ&0g{iDJzTJqd62cUMJmPwf zUAI2r!a$~%Cfr2P-R@C)pzX8azgDY0Up_8_;!0DaI1^J;(>+x6NcDAT&xzD#@i`70 z@-5Hnl+(xGu6P8mRH%HaN!tm&X~Odju6mo^)N~|L(3I0RJ?-RXueBN{NZ*6?#>tOZ zWs4>mE>eJj%Xb{VM34KNe8G=4g87LH`#u2w@T;Z^>~&le*h1{ih|{xYqP>jVH>sr> z+Ss&aWTUeKx_WFbws#c(G;aRR;zGp03B)Bt;k z4#FF@Z2j%=c&5L3B&eCq@xD@7oJKi4m06r#Z29LQM1Zg$P?H@0uR&@@n*_xjw+rwt zY1|H2No(`B_?Y~0dfB_zPGy>dN+$A3C$>=Jj&QC;@~!P$D8onT4}_?vKJOPGK6J(e zMkOyFx!cuSs?+;hTRr)|o=_gZiX&o!`qSHb)y; z^J+=2FB_4HMAzZ&G~q8ac}hDyl)xd|XC=ObcQaSGEzPI4US=G>x4qs!KadZf5iRjw z((FY}`+%&**3iA@Oq$&Fy;)@US%W~c6WZ4SD7WZT!)UJ!*w!X`k{Ml;UF-gWH>h$} z%%`(1GGNK#w|2Srj-Lf;ZC%$6Tm#Zjc}(TxyD_93#mUoOG;WYoVH05Dhpo|-;>nJT zjH#|pQ8@5QzN5YhOluTMFO+TWA?u>2g0_iKi{agRqde2H^t<;}^CqF`&S*|_!uMtd zc8zlfR}mlWo91HHsMz7i#Z4(Vyxt6|I!@}WVca^JR+nF4kwkH?{sElqw;@!k|7rP^ zK93JPFUVyT9yq4ezQ^>sgK!iK)Qy`2fBg|g+%ngM8Fj1fyCFTT7EeYVcJ-u-`@ZL$ z5*f-ZBEB$>*|d4LEPKJy_|szpZWma0y%K)RdJodN8C;!*X$+*EjoxZ4kdZD-FXqP| zPoMc6Y5C@j_025iv*Wg861cWe{Ohl*exqSWdN@>Zbhd8xNqyB- zOKNT(t{AzxmEyQVtmqb2QmuK@7`ZIs;OXu%7-@_fda_`&G*W%HMwfM-1a8g*c&aTh zb##`6rH69ojn+c{{?PZ0{o_w9T z;n5!(;AM5#!oE{q|2=hZOQEP^drQ(-8VVC>+c0iNphs7COd)gZy zD-*f*i{Ox5mC?xbd+LGc{=dyixX!l4MF)Mn^%7=-glGQ6efT+R*~_{H9@Z*d(?8+$ z3S8G5q77xjI}}E1iwl%Z6YRui+63zgmdm;qfzRRqig(AL1*bna2_OUk3`3U%GLGLE zliXH4<6uhNj~)=pWC(IdDYI^E-DsNZ0n&pH?dZgII&dVYsFihZlb%s@`O=9%cvr?q zkLgmoGYyz6?)8K$(C6KbD#XLfr5`RFij#{V5F*o)is~P9iZlFfF%0@U1g1N^p*i+H zyhJVLIP))zf_HkY8J=S1DuSzMOaPv=DAd!DM`V7-UsltnspB42+ z*cBKX-uhI7KcjHA{RMOgv8@;vyjkEd z9X)kqqPP>Kc`;wDXWx-G%EAs6Y?pYM1h}f@snT>Va5yrx=O^NRQQ9&t)Xrkw(A;6- zgO*gH>)sgg8Jln{CS)7upP4zV;yp%>`F{%xkwaTD1C@jTw6mLJRNXH_^^452|Hs zdLhhPzGD8WANK!*lW5OS_G3md3@@^;Qz(An|L&7pWczsDA&$P9Mgq?^fR9Q}9?RkX zv3?1zKj)+M3%#z#*!*pF0>{cJ8ttMDR-uq|K2cEp5})zL%!P5s=O+q3OLr-xP>5Gv zq+2sJ-qM8@elIYSX;bXwQthAW5mz!Mq-)+aFEM)jEv|S?j&hKb{-%Z|CgKr`=Ps8G zC0J7CQlHJE(i^7`#*NBq(&j`TE`Zp%c**b-c+lwar169~B9|RGYtc1t=OsPBG9|~c zyupdNB%~Q!T;g|I#F^lOU_1mWa3UUU0-wFVkdBvvcN95xV!{Zg-Nl~x1n_)kGgzg+ zp43>z2GpZ~0}LP8+h#j-vNPO-q%&yqm^L^^)gGZm9y%Ww*3Ac4?vR<*wA>G`dgSH0Nrd_X)drQIB=txjWTc-h!brO)lpv&& z?HMFER)k9wNv!D{IwxirS}_*Vs2?ug=ih|WphA3_LK;TKg8(93T?pzmvoL5+8g6-O zg{e!TuAsXFmfNFMNmOyg)D$W0>8WU?<`)K42wZqA55Efi2n~mEhNp16%XR*9<-WDq z!0I5iWH3Bj8Nqq-IQ-={bX~yZeSe98oPOsj2h9y>k~Z?2Tf8gMbpn)11H&{O9I|MQ zuVPfC*l+bKl59FD(QW!@!^&;FSW#3I4NFW0W^Z5P)~QaTeD6=T`Uuqtdiu$Qn}4mo zl{{5$i%BuSgxfLhRYMsEu^~oZ?XI!usI$#5eL45RfT-V_kx)bAw4UUj5Hutg#|%e< zW$f681<#j#`5cQKw|3Sz{02ev%5HpKEk z$wR76VH)UoW1B{uQbP#z?C@8M`Tk$e5A=j%=N)V?kpl9UJ_&m>lh?w4KQ9-scRjBJ zxPPco3h)yQ(~{(YBuyvs_Lt-~ZG8kv z@Di)?f@8PB9NT#RbpmVpc9Vbl5!tjf-?@n+Kq{6PfsVh;Dk;2d5%O|w^X~FA zXc2F00NX?6JIu=~YGY&l+s)v^yPU%AJlxze-b?0BE_4U<1}jpuFp zS|~I3YQFJuX%l#}Lo@3?T-Nl`MUw)hnnk4AZAP@ti!oK*HhT0G!n=b|wahDbjhrO; zqLWaS(JN+|Xv}*RTYic#cTKG1ZN}OIn;N56#4-`W+vA4t;2DZ9wF;NVI`FSQ`@Fz9 zKxs)VCj>Lowtszi#(cZz42Zjh*~+ZHU2sOB#+ex1m8=S#d$*JHYLXOxQi4fX+o;TG zLG#DN$1;7p&h|8)x4HJ6id|60x_YM-t*z-guGQhg4=g+|H5wJ4mo9!U)3ft;&|YTvdopRkUWyuhU+drDb4UlXj`Vyt}Uv4k+xgC3d$G^O|$#+ zTaS$vc?$PxA!D#Bgf;Szd?~1%E=Cf0rk`MJAI<(3bmD9mXO1t*vmL zl3(d*xlVgp0SaGCVDy2n!TRo@7uMiEgtYdwfP(7o=e-z0AS*ug`@?V$6@LO-Q#K@W zK8ot40({J8A!_l6tw$T|M0DMGR;lLVol2`#$l~E6hKaibD|9 zIXWz3epWacOw^$jNt&nXoh5j9GNVvfwa6sACQs;?zq&-n9R}=bI}<8<%xktfvjH21 zK@12z!G(%EKZ7(Oa#m67>{X!*k3hu%I^Qy2M_SOi1`Q08e~Kmd;uD>PM`j@Oc;@T! z{76dGX7GA8m7Nz-#-Scg2M)Gn3RUichv-4_+Qe2~iYNJbbs2EvR|s9fh2cCu;S4s< zJ%vf`*5+xv-%dp)yrkT%Z`gogS9>6I8|L@&0@;mko@_C>2iB!9ze_>S={>Otd(G8m zCt_jM0aG!+=pO|silSF#Na`GCk*3X6(_Nl4J78+ea=tUh=&i_WT3EAxC(WN5yI^Q_ z{LsoU)ilIujUDEh*f`i;?8AWc(ZQaWtcDvN7yaT~(s8KtW_(buYkY4XLR%Yy?0DS} zc&7Ymn^PqlH-?tJ{CZ9EBCun+0k|DQQs)+bhYcOxu`1Ofqv&jh6&U( zgoEJ_v#PdzL^e5A9AwK6PA+iV=j&bvIapO?IX-0NbFyh26*sz+ zT+enysYOc=WBg}5Vx2rxEtn%Rpxxe9V5oNKOeuxZd}E(Eq4H8!sp=N;ybt>0>nQTP zv(y82WhBu2aK~`lD_5wy=KO83;BxbjKchQQhc?y{Z-Hz|1t6H-_m7jD& zCELE$v+VO-hEegc~4EzQeWR8BfW_)0X;2sZ+@C;o#SB$uq#A_B(dwgC~a3<^E@~ zzw~D!%SF75R>}4Ia1Z=G)($v2z%O?msL`TMEQ6{-tpPsLpZ!xd0^& zCQpc6>8Pk)?h_IJ{aDqu?zS{Cjf)jFCwcK6KkZ;jk>yri>$G#F&T{&1%wW-|?wUti z4TX>#VN43gm+i>_1WfrkOB;BY_Q@|!A-t$0b(!Ls%g@Pxpmb$Q zmNwS7)zAx{xX({NBA+DpXrA81X3%W8n0ej9I@Jtti6u!C-Fr<&v=oKP88HXuX9@j* zVw~NSmqs7MCB}+nbp%vTwBL0-9X^kKl={NZD9t}lUa)(FHYqSFKQR1Lmez6ly$Tkn z4WnW;rg{A~$`K26jj@*yE}>a0OF)9@MyT0}^BQqy3S%Q&X3TY=`08U&E~L%C3w{4H zTtcThUcTAz z#>3u@QV$OuQAC+cgCq}NKJ*d33L9j@Jqk(AW8H0g?88SGu6b1yrZ9E)T?5r=E1?e$ zh}t5N8~AFxphb6a&!2zhJ00rddtbY^)*+@Jpkk*-X#R^MCH}1U@7oq{_S*th%Q9Wq zzmE3=xc%Im|E80pPs4QgJCR798zr(`U})pV0KMM}ERf|mE>Xv(tP{u3`@Ia0Oa(<^ZUI}C7&ZnJU-s^ARWpxctxr{Iuf*^^EbZI3IAfNSE1|+{U_Sc3U#WU zt_CwcGx(P)Y=!W%56NKaXZy0JAI_#M7Tl^9JPQ2g^yXjEEf~FyntIWcNAcW+ z1Uw_2z%6d2XZV)Jbt%3nV>wOm@r!ZS1^<_U^lw&mu*XCdS%lTc5h<&WsO6=q+!c=O z;SE)n)aYN7&fTZicL+qX!Up6LtH4jOj%-i;;qpPxf9q~V<xNzZ`9 z-I~Px3&ayJRyDpAo|66F07UBd?kZ7V{JB7S_k^DF5cx|7!_bAd-@J%Ud?Z;MT!Vut_5HG1JRFXy-1%>pT3dpJmG;GK zZOMWt+FixqGyx^;K z-;0W0I~p-$J2XizoPe{V{THL+--G|Cr?I;4N6@ork$;?LIy+{Qty*VNtJlZr@a!Ud z{-oe@weEjWvATr=QtwSQm437Fi9_)Aw-&AszSvluy1nX}H~`hcV~11c0`Q{?6lcRr zz-#|ORNgnw8_yj*GN`MLSjIkOW@ml!5J*naPXDCgtTuM+kyAX>lrd#PL1uJx%j37pq|(>jFk;f(^msR(X_)|$dj`HjAlV1k zIpk2@QsR(CDXyja64*>@j;I00wOr^#o3ngHsarG$cE#<_XE=ct>C&6@YJ}CZk%|KM_G4204 z+YT4h4pS_i(G_mBx3|2f1O}$M2YYC*Gz$}t1CK;-OSg(io-X-w#t$TNf!93gKHz@Q z)VfH9GTkd3dv3iyTP{9qC*7SzDF{VL<5konScQix3Z>6oHO;?_a42n6N_P`f{FbvN zSzu_XA(;NwZK2{8pFInp4K-~Jy}5W&Pz}}8(jKT)Va}7?jQ5k_r5FM&%Q#UNQM(W4 z|NI^L$m>ijfQD$f-}}+^NkmkagB;E1->O=BlLywLk%m{>6Vz|*c~gA2o_TKqP*f(w zkYx47XW&l?aMd?RI{Jw$uZ9-LIc9m%G&$1-6=qgV6L0`|=IwDQJsYl4^ zh`m1{j3Pcf%-wBjp)VTFSXlhla^G2rWVQP(#yY980nl8ap~;GLuO*wIn*i6WI4hU} zxN(D#UH+VvEYh8aWMw>74n5tauWdM4dgHj`m&DdfF~v{Ghi_3_G zax`zUN}t9H%B+sOcQ|qb=F2yX=e*YDck7md-(r@mWWLB@I?=xGavjb;y5b{5SLpNn z{ozDxozHgKLN2bSrCjyb(t15}s(X^=+aTBR3L>ln^8B_XDfj81 z_Rlv{=X&w~kFTHiVbwj<{(xw&EdoIcqaFHs0bvMwUJeoGrSJs&-}SRoOj36eXU33<^FY8pcfxXX_Z_bDVXbrJ~}z2C3pe$Ic-)j za9`QDr8!;_ zs60_Jbwb4k102scnD|$x>hr%w@NO*>ZMB=>$?2pRTWw51UtE9{j&VT25kqH?qAljj zE02DK@ppFQ!7c&bc_u@#VPrL3Auc9E4vu6Lt1L7;(*|~fyN+b+SxnYk`Z_!{fs@nT zC3>YoPxE5lh^hJvb>FB*^je{Pm`RNAA)44BC*XTb{#=U_tonzh_2ZUsb5aMrhaEJW zZ<2>sFfpPAMO3VkDK9v$Zsnh;<<6=6y%U;bsam2o;B7Cn2iG zqPel#It$`$&%79QYjExy-28*0QqOLt{YZXgkeXR6N_r=476wM{Mx|XMLArULE-1H# zTt{;3a{X{YC6Cu1%K3`krW?p7uA6$CYi5wYC~rnTzgXN8eS{|khG`$^Dxg&o2#a+6 zy}`cXsou`6Wbp@YU6u@c0~CQ-VDiNzpa9c3oiku;3$r z9nKDXrh@uE|M^afZ~vZrsU5l&o@_JgUz~v7Woi3XHa^Fn%8QoQ0>kiQ^U!fa_wjTK zsJ6-ri`t5=(kw>Y%VExRQ+{l}>^D5`cMaGTsMmI#wD8W^t{ALn{Bv{p{jwj{=b^l+fzidzD>bGLPW%;3+!hKNOXMns(Y_UP#OQtOjLd9;$ zSa4;;2K^QX?hR>Ac+L?=fl+0#*N!2h8%4j-f+c6nuEMR0WgE6lCt*);N11{XV3vIQ z5)&{}{fJdhA^p+aFSj0(H@%;9bJZw&ju!>C0%?a}O{!bnL>phqTR$i}DgWu*94P&X z%#NP4#ssLiaQ~s1R)&lNP?-AYa#E#lb3%KcIx zXwmToPyrVuw+*-oW}dgwjub=Q7njQEu1^6wczW28uz%-{oe%WxDu|e)A-{5$rRb?o zVdbtTObr=nJKgUDLPYG4q3BmeenqtA5E&Kr$m-c_+>=^WePbxrtGn51Zx8~Vwab-J z{Tu@R{4v)(BiTwe6hlIUL3I){m<=ILtmSci59CgN7o}S+v=ye$wBQH>LocYqPXijs zE9}oqpcW4BR!AgO$70)TD z`CDAhAI0Lbt6gsqSWtN@mXy00!Vaq)2KVpCqEskG)acSMgCc{Aq}}1^Xb&cQ5$8#+ z><|(RXH>k5=|FxhcjFv$>`DIVPqw@i$Qw$*uz6$tN=QUto;rJrO9eLtGJ@1)X+exX z9uncfBs}g?KzXJmHJCWhRPAkhOLPg)lT+lO#cKv5{-Yc=kne!ETV+g^Qm;0$%qU0C zr@ssXK=rx<$l!HH^||e`HrDI+4-#m9nGJh^V#KL3HjwrCT>kzCwlR($Yg6;NK!rwE z5{~Kd6yTL(W!8!5Bl7e-OVO##7&mQg~;)9KcAa&KvT3LiGQ3;iuzgOgNP>RL+4d#< z8sd}+WJk14IsCfvUZ3dVQj3b+aG8>%--3GHT^q63L_~Phu!y_ivcQbX8`@)jtiqnb z^NcGRgwsEb#J*6iYtXi_!s~BiOf|GF>7Nn%{YPDX7}>W-1*bOUlp37_jaOBIO3_lX z6pM4I@6+*&!tvWv1BTjul-n}IsB5K36dnA-=nb2%ats)teI{~7b|ZF`ThT=hzo5Te&aXV~NmVPnI1ON6`aiggN!*cqu4i)@DN$X3)a;9W{^g_w&0c?J{ zMab{JZU<2)byo#E_^=aT?J?lO;@8`3>GUV$c^Ij*Jj?_L)Y!=BMyAbo+JrAs9c>T2 zV}>)j+;QQ?(WZ7n^oa3cxnO=>K85YE(_=JN>V_Iog?G*I5ANxfxbqOgAb}I#Vn0;; z?UZSzQ~y(6hDoX_lajnKca^~CKZW?>vN({LNPFjc@_NJyIr8fa<`Jj<@8*#EVwZJRh!?+dg|>hPM0Ha1>U z0O^MY+hY#LYypdp{c=ySd+a&2`Nqz_aZryOU8E4R!@4oZ!d$|#h!aW-4F0Enxye>0 zoj<|y&pxXG+u(2N9m4a4+7I+0^}`u+be~^5e~73NEN$rsS-FeX^8MIA#jk#mF$cXm zN`F6?h0NGC&Aq0>JFCSV2bm4@S?xrqiV_q?1Fp$eD<|(;A6T+Ay8o2#E4aw{|D}xHw_IR%YsyU`Q-);XPYa7@Erh1JuZ&tZU?xYNd&i zqqZ*GD*?r#YK>lcF8|E0KB^_fN_X&sv;Ed&*`aQqJ5%}|VIz`<2Bg(&GduG@ybt1P z!rt+|nrUqA3k7i4ate)sV1`4@9?Qa@1W-OwC%cf+E&U_-qCiO0Bp_lAP61()aF#Nu zv(%(=jRn7m#1l=~bVO`AW>{Jm+HynL#}^?#Q9q)Fc*xKU?qePNo-0eJMcGf>r%@vOFD?O zY;GIQaGp~nlGa_cJOPY!Ne9R(;xWr_GJb@?#K8I8>x)}wEs)(L$|O4c!JhmUdhdqh zwpTM&$lNQNIrZ(eFz_t2rdRRg6V}=q#ohCQ8X}bw?UwGh>Fp!cHoWNt-##7@GDiW+O7Y8=`my zeMLyp$Ze}_!=Bh^JM@Oo%&Y%vZ0tWcOpf#-Mna_ogQ-Ct~dm|LpY3d5iXjTx6y19EL; zN{u(1hfHXR!Fj!RInIs?4JtfZI$q2V=OGo+XPB9&SdO(j25FIwmSXKw$*&4T64W>` z`8siVovt{^Gvhf8{|Pkz^y0)s>8|mTx#5mg1wy(0ozto6b8)Y&3*`x#yu1Nk!#T?c zF+UA8s*jM?CwjBN26tT5S)mI$YA-tePC0GqCH91}Z5eoY0jWbE zQg~w7A+0*COd17q?a-M^Ee^e}uqV3kWZ5bWNS=_sMK>F5L@*g_59SEI4tshmagWM( z5~t_z?!6_sevKK=z`(UX&(QKO1&w9*KNdE3R7636S#&Bd=%b*C(wF~e*iKOqEd@r= zFU&E)gsHi%s)S)Lg7$G@STI|fIfXDsVhKUWV+j4|1`Et+1_o&(XToeOWJ$L$dAR_f zBFU6w04O#BIHzt__k~<5$QPW+yEdygCoTEch^?aLcQ+|j9+o4RS@3+HmZz%8o14HR&G|0t>oaXx|3Hvqy}z$+e zKB8aW?CN993cKgd_nq~abINzBDNi_Cds^{kF<5j(ap0YN&^UqxDd;+)36R@938=L^ z-8F`>Z+_B!KSi1JqSztmn_-5hW!2Q{>QYi_vP4DwUbes*5yh4#}k)J2=8{)oCC2nV*OQuV&K zeaUOFaj~x}Hh%qw93>kSnHx=jheSP*8b0{b24ZtH?i}MqL9hY7#F?rUxU10q zF@Dp4g(?xZZaO!e^Uk zW7}u0h-RG$C5`$Nk!koj<|I_f!<<)go0RdlyUNb+Zj)e&n>>h9wDUyD`HqWey2$2a zCVW{*_0_J^)C<1XXUNQYxcrA~A3h!o6RPnK!n>*(w^|i3gWp%Q=hk%Vc;38)QQFMd zO)Pw?yy4$OYFI0H*T2B|recF2$_z2XYF_K}y3-krhDwS2hfDdpxk*mzSiZaHnr=;< z8$6K86(Oy88u8p277EfRnh{*dDBDYwpzVBb!G*GNQy(u;+pxT5;YAy*fG#KURB;@+ zf|Y1SYNlGBK~)KOdP$3gg_XD=4N-J&J*(OE6iJw=(kHVQY^jvNhmF-MSNw};E!Wja zZTMI@rNyPK5rT-zw)^DqOVw4FIv;3|zx20LS#@4n9xzvglz0N1Ty9$&U%W|f%O$Q^ z?eSs!Jt~-y)KaY6NdoNz8I>em4z07RnH`32>~QkyE~j0%d@e-~(XQw^s(}6l4Z=sBg+g-_@zllEa75&(tSH=>YSg z*0%C3fX|MPP}k9Xpw-}6chASje7Pe2R@FbdERMG%qwJ)AV&-$byJT!qbyP30s`AgkS^|Z)ZY{3{-Cz*N&=k9R2=nVOt&|Nbf@iyN-4Tj z%pP;hJFF?G2Sn=jgNF(XDG^%7FHKpx*J9=97}Ll!An-ScP^34Jw(N};)%%2k`X?sOL4p^&RH*2_)GZaUQ_hj#}`0phHrz8L;BJE*0L*^!gj3bxIrT zk&{bZ8P13_$*T~l=A&7}^Si$3*2s4%>>rKqp% zm|avs4r%|8Fb+{eQI*K#{Bft2wW&-}s@N$I=>gBoUggbKeLZR6#ovpIE)z2tt%3O=FnnYkzc%SX|(YsBc}85$`dWEqKD$^2E|Si2NEtbmwq)tkPktL6m5%y z%O1j>dcu6W>*DjH91nQg@9!8_$eS;w1FtlUd^DDRU`%aW)uE#K zi_LZo?&Tb!`{zeV6jWH){v7v4Xh5V4_-#Rogh-NTlYCAb0w= zQsf=>Xt?{#vg8_tq&WkxT^S)vjh$4AfU0GZT27>lraR9BK@xe7Il7-$Z19S$qNe9P zB`ledC|WhmIXnkUiNX($V|2q+qeQozcH5yl^QZKq#aEbiv+ugn6fChMmC#NzC@QSn!(?qNqK_wYT)2ZH!H-vT03;n>Nzv zXyUTK>SRpP_(nXU2xGUehto7WunP6>nvvYZ8jXS#b#HO);RF_{JfoJU*w<`N0SC%1 z`DjKfl%rC#o#{rB@qYEFGbDH9jp7ySN;^#H!}38qA|sjk3Fh{NUb>c$Nqz@*CLl6R z^Ln-T=q?)*`-*6R=q$jjUP&C)QvNd?OUf~;t>mGuiI0t?TW4n{X#RuJ zX~tQ@sdrzc3uSR!y}n=MURuZ~uiQ^oZBHTZv0$hKuK=`m5eQeh%Udro-MQJ^(7^dA zqY)&^Du&EQY*Xrs7@MB{U+gzZ`7P+LzT8}_=3d#V&gQJiIl>Ac%aR!$bWLNU>6S^| zf`@yI`4c40S%C5MXqN>LgQpZCSgCV&67XWl;Styw|MvCHnGN^8y=QjoR;JC`Kvz+% zZyy~NcXz_@YSG^U>6NfhEVtED8eV!WO@ZJ?o4k)Pn!q%8*O9^!?y zkfcEbbl%DPrF!gDkM*3tC1sCT18$3&To0aY>M1)iM^(x5kfcOa$*L6=(#+dDTc%lZ zY#%%^lutPw44?h+z;%&3`X?1wOTwfGbQ+Xz|Ms*T zZ-=ZhLGYH#Sx%-LE9kOeR-#aMi_%VG4Oav869xLtD3F=sjbq`IsAxL|-oB|V66Mc#%j#0S ziBb)<|2!W;TKmgHjN$yyiKV0k3z4d`DSjyvYXRoDp38iTEngWy>os1=#-aMAjFTB=AGAKitSK;4MekU=g zgKjhZaofKc7Yu?bQkibBkX-YpM&tJvXC-Ym^{W5&5MwT>&yM`$ZpW}6Q^sWKR*Cpo zFn8O$jbnu1#&wJnqC$F#zkRsBxcON>m4Q6`9#JM{?!F}`QP39-X4@pcntdBO9Pv}I z_bD!xV_N)|M3mCR&-3IEPaqTY|{Rc#Mme2KMf_bvRFaQqH9+;UUow{G zl&do6vzVr`mFL@y;8Il!r>brwfpKrIlWC9W|(v*R8H1{l3{ltph4Jyz-7nCJcxN^#x$g~>nMhna!+FJ5} zC1B^ul?s$k3-D*M)tpW`+ygXiRZJO+|E1J5dYP(eS(Y)VJ0SF*4NkX=%9V}KUh~sP zpu=#v=oD8+RDmrSaxPRYH)DdVpa8M2CJ4yj~$%~+!hqv9%E|8}@#Vd`Uj z7+t*eUg0Ey6N9_!{tYL}5QY6s`~O^?A5qLOEdSSPflUQkQzWo;GVfV{g_yU+(+wu8 zp*j8=BSxd0{&^HYjW`iYpyh9JhtlphmZ#G(d(EiVeD?3q7f&deY1M?%?YI3?utgHp zI@fc=zo%4Xod&G*m4)6CEsh|HubMNm*R3g$nb@8?^O!!X>cXnk2O>@&arbg6xZ$PF z|3e*rUMGPLM+CKQh!||M&p0TbOZW-gceqfX0?Y!@!-> zdhRI`rUFvjDS&pF7y^cy)`0d^=UA;388`Jlh1-!Xv5BsZ(MFrYp9@lUoyqQL%Kw8@ zt*T`Wmp3j&{B@9s9b}F0`eDeAKds;i&GKHD-MdpJhF62Ln>CHL%X&K%ErQn&3;yi7 zt-Kz2`XORIc>Ym7OO|1r zw9x*6`YucLAoc+zm13v9xEg08l0@7djYV|FHm^0+4B0p+U6o;xatp!Vo+C3<;B66N&cBml!dz42R#y=;sh$bw zc>g?`|E~mACY1P@@3M%koQsS}bw%cZCGb;@?LZk{B@!%{%>G{_qSA zGmarQC>yiGcq^YC>)^yM43lcJM^huO`>Y%X;WS2zI??kIKoSl?Aj@-_Z z%Sy3pYmL8&xZu9!tWtJzlD_pQRu3_I=+v6_M#_C(b`l(P38nwjqR-JPQXD8{$oj~K z-i{AX-M!aP*L}iO6vFQ3=!;x#eNHDP4C$_g6nv3;VQtpW3fI{rdU>xgOmp44Q z7tLx(CkvtH7tMR2*T!s8rS%nX_!v}zfl86thNqM_$-KfsJ zNA$~)WwF)BnHYyQm&%ZNv~|!r#pvhkcssRvD-U_X0Lrl4E&@27ux?c2c6YVIhcPdc zCxEQOB7{64w2Q3|_&YgKvZ<3quqW+HE?jCE}`};r7u(seG!iUQTCew53tP zB~EAHu#U?;77{&_V(T=>QrnAFKt-*ZSxc7IjKW@G3!yb`HPD>K&U={&SWf=S#u(bg z(mMPbs|J9|6E#h_*c{NlCypb;1zl>hOUZ8f;6;9;%`Mic20sfsNtZpQuV%rTFq=)? zqi^cVdSYiRi5O$EzJe|V&YS9avFX;Yv^p;zF)X!2!FeOU9z^cJ1S5~#5uY3|*ga-F zRlnc)E&rrI1!3-yW=1lY0ZTkc&U7Z>dqd2^KyRDd7cS}kt^oNpoAqVpvkn01d$rMyDY$cjhPw&f{Z%v|zS! z?2ux7eCRa`dZsW260QA2X0QF&YYN;t1T`pd{32JNr9tJPTpS?YWGH$rUgO39AtFP2 zejd;8LyEAMIKc=-W1DyJRm|9$ky;12GQRHWl zY+49+WfHFXY~dDT4#}`Run#{*Z z*cvaVMS}`nm}Uk&hk%#LC-rQ{yc7^fokR5bq-{U{vTWa=hj*i1IhVC#{$eK@7F#Ve z=zGba-`d!?|F^`>a_~fV?6$NjCTIEzv>SuCcqlPlwvL@j;SX&u@<8$b_s8elRs$z7Q@^+#x-K-iV3XnZrE2<3KaOLRh(_S~k|C0GJN=NNIdzkFc@d38I8D zz+n-s#8N)=3Xyo>vp5xItgT1VVK+F;$ZDV6$6s4derJx|GPt(d{ml=iO{s|<%gPp) z9w%n9#5e3F|D3Exe(lJ&Js-qic_FVQu~H+Gye|5IBHTX_LrZ21zM0{r*RB8_el}dd zDtas(-cXi69gKlbH^$|$(^{4w>575>_uK!(CaxHX%in4|%6QCYJ*C{&3@kFZT=t90 zmlgJ%k5>IqtzJ@iui|Ui+nj%A#_Xv%VX*1{{82!8NVe7Sjg_QiH8rF4f+)H(k-XAt zW)SY!5Yjq39&fDinNITYwIr={#1yghsWo9g+3od0)ape30Q*?ts zVU03cJ!9v$jZO{CF$4lZomB?BGfysp|M$ixMXz+eU({irE0*-eHDAZhDY@?N7ff?+GcV->_siD^p zR6q021Dd#a;9A7qS*K&110{8iNm0s{cMGv6e@u^h3XOT$fP#&1b+hiaiXpoInsS5& z7s%D?HSxKeaCx(?P}2OI8t%1&nnRf#-K6(r82UW!uZpNv*T#J)!`|*G~5xZb_nR2GIpt z)J=yU>H*T=E7%i;071vm5e-a$`mbTE-^dRBoW<UziC34KO@$U%2xKmL8S~^i@dw zm}64vw4jD@gB$C9PZO04_t&2aqI3!0LhDn51 zoPT?h(ru5W6v|J{)<#FIinLH1Z~4@q;Th3f=m1+et#`phoqo9x3t(Rsu=p+&1^Z60 zB0D%xit2JwpfGN*=s-jyd@;X2oJ~ZuU!Er~>7`z{v|%=+(A!S}{7IB>(7khlboATMM=Ni z927JI^n9c=*t*M+%yluFk@+Y3!@lgfm>H)K5jhtE1W?)x4f(r0_SL zX|Ryx>|9_69_6^zP9GaUT-f+`+!%!&0HGJay%sHuVn6h4 z$;#RJqGeT((5f&uXJJ=1KpC|r3fQovHNL~(Dyy30{%OKJ!Mi1SqA4g z+_4dA=XyXxzG$xz2dpr%MO#HoE)EfVqFsQPr^Rq(zW6erv`a{C7uZI4$JGy465t~hL+FdG^0%R>yN9Qa*MFcNOcbvFK_26qUx2({o4h+b;K=CocdCTiq zYDvXp>_?F;O~pNNM0rYPlQ)F%(yP`p&1GU_qTLyQLQ`zSs);XKDd`J>OSgLuG>mACtu6>Oh z8?gz}lAz!fAf9S`qr6;oJLL1(v&5+cBG?jX)AhY&N=S#>m`N=29;DqzbS-@GG|eVt zsgDTkz}j2p$R%5Ty9CV6N(%)kWqnHoW*O<&h>xx#7ih;CW?GMonD5dL_998#d*fhi zo3%^7%rl~Ttyc4*s~MP_^VLOSb7j-ZtsxH?y<&rN5TVV1?NHjDxr2^f+YoH0vsD>Y z8JlNl*3}iwFYYQ)+BM-o@uG*a;9$Y?>albNe1!!FhR}qy8_@DT%)nvn2$vds~T-O7c)xDo|mmx0G~=-J!dpyzwlt-7Stx2 zErVf8@?ZEGB_qCk<7zt4rt_4rog^)KqjiBS?L-Roq`%b9oX2Od^Z{RiiVeFslTzoo zSbrp(-{FURLXf~llZ{?oQurb(`ES~;_GHRjdPr8bTes^JYD+bmOgdi+Koz(AYF;?Y zGygL05YjUz##AV$m`CPHK+U5Zy3#(l*yj2r<&G^PUbJKJ}_#1aK}kHyWWQ* zh!cJ2NdC$uTAlD@{%-&9tOM<%;BnC0%b!bV+bVfqSFCN`gJEyU8-8~tX~ODE3&Hqd zBEN%l(KgB{ASEE-2MR%{&RewESf!9?2)#K$QqQZWh)gdp8%$v?aq`beH@I8D_}iv% zLg!23_Nu6ef%hn!qJ!<;>&+U14eB*Xn(tkK-y#8wtFcQmp+vdG=5sVu2{vb%qnak0 zZcoi$lj%A)Qdhm=yE;r)!&;3GG`%-?Z$g~wV6}%3N7<{KX`{lQ4O03$J`4Pf1lLam}3N*Th6i{6MpML$G}i}KtY;+uGtS>+D7a?mvRXD1_oQ%nKnl&4 ztk5N4s@PDU5c-IgR~Aops>gjA6vcprd?IH?9qvWcE3-Fd`bz{A_)SC!v&4ir)JMMQ zxJKI9pg=K6s%Bi^4F_RDKIKNg>G+3=F%iNG8;di_`;CLl^J0oHohLaBHT8Ym;O@hvbtK#hB7m9 z%y3R9QNz*#O-lw>cu_hrF4hV=28B<*u6Pkt(#vlRxSxJys#jSwhmousw~WX=od4#V zWkOA|@(Q6X`>jQvwoPQYJ;;AY|B8;C947KQ`c3|QNXkl+k$ zAQy*upH2crJZnPCSoVgC2dc<>#g%NYnz#VttZ!K*&V(`Yp`q3fz^u&*$sUFNJQ@7M zFL!P}3G7Y}QQ}@bWl`Vwo{9h2!Qs)x*RN+i-+8%{9b)1jaGrX@-9T^OvO`1l6ME-h#$@k-G5YlDSF z;uwazrf}BRnu0o`y7=4F()ntt8GiPWYV&aO_AA~5?;W&&gHt>ucfaopJXVZIBoBJaF}E$-q3?l@v~VB`HP^^ZL*lqO6vzXsHulIRXtvB-J9{FiMAN5vu8Rb?5? z5@B;^B`{a#?x)?%aK6?6oSu>gTqdJ7|LmQcxivMZrT=+4$6$33*5kWRY+Mpk8WsRC zI-d@gnA>@wy*O*d$Csp({3g{4^bZ*Ad?$QXzpzu`%+(^`)uv z#r5f>V=-EoqEKp14e0#Ee@5%B_7ZpQ<xZY$i{5qu07hXJ(9gPxkD+7%T`)_@Tb3*ClaUd zWbqV443Mzv4-kTPn&v!{{jICT0ZOc`JqCsY#nl}s_KU}2(RYTv0fRQo6#lHmjXr{W z80WXxU%?l50S>X914|2@6pX~>mNFV{l!pkNN}%5Xmx}o`{?TIs;p&dYJx68u1!6*9 z%GG*7Rbc?;5=!*KehDm=C7woeru;o`7+oQ6^s_IMy;c|P2C==altp}=L{^Ycf-9RK zsN7^F@EERM@ZktunY3ToOYorZt~PEb*y6h*aMu?h>X` zL?7i+kMBU4c$-KJvsoxkwvWj>7kKJ-`+2lGtpmYb+~P*wDg9SmX&&!|{c)dmbL2N>Q{d*WGDLcae>1dNP+G=TG1o}YiTjSPn-f7-D={ebgrWU6ZpN*#N z>=(x6#+do-#KO;<&^GVBYChX6tm0&tEOxb*RZf71b(( zq#X`_F+B`0GAaZ~A0iJxXa1@?1Y5`5i?w<1iQp9uR2{jaR z6udLq9)56>yHUJ9FT^%6rkMno@-7y)K|EsUMQM)g;XjPFpMVNBZAeJLYXv7Kn-*W< zlkR?{lFxe`^vk|?&%1T||FzkK8JkWkbRStL0GgCNhSunf1S$Z-~^-_^%xI`il!aGOl^6&!8fSH={+jqa7}|18L&s>@k2T;YtS{NQ&S3FYRz& z36_qtvGssROSlxQ45TIa5d7az+<@)hX!8-MgTzGXq5I(MPakhj5<{DHwdkQVA?K&i zBom{jJfh+dwR>7MKJqX^zv&+dKr5C{E`q`Z&Zc~#`)J==M-jeFE}s`lDa4oAl(t4& zFRh6Tx6E>IVeHGh2Ou+;lKH>E@EVG!B)IA5)OzY&Sp7r}PT-9N5OiA@dyb;i?fVG@i#=by4D5$?t#Xu{PrUSGq24u>3{T?L6* z;_Yw^3DubpfhQl%UlgN`O&(x?oxwiS>H)SAtNqJ0p;b=jBesaKG+~yTuemHMY;0m? zo>I0r+RWpk*BX0##Vgv}-?f~iR)6IV*zw3NJE@W1q2u^NxN0jPB- z)v5-RV)C;x-WkT)Z;-&$(yLA;F(~P2$^*&8txf#S*;HCfE<6;KsrpNQY#f|fI(*`d z6+V)BYRyflXdoQ<{t?S1;hLa(`}Ut_JU?7?^%}$E3=IVgFIV$)ELjLHB>SZ|xu!UH z6tS}-(PnV-JL3L^>Y0nYl#xZjdF&v?{GdDLvu|_VA)k@912@n;pyKVUgBG;Q15ZVVr}3Qxd~sF$Fnjsgad%9BF(5R_GBeM_GCj0dJf^zvjd zE)N3MAD4c5rf3hKV}ktp@0C!Y^-`7|4m6l5mAD$`AU>^BgF3ded#Fx4p16-$8tMGc z-Z0X8x1)yWC3}q4$?}EZv^rhXRn@m6zjoobY%&i!a0UwXNitKflz#7&=AKK0=im?V zKb>qIsd1(A@wGbJEix=E0tC)BT8+0u_|U2l-#1V0@t?(lmvIE1eSTe8D<&$U`KM9* zNNVs0JnOz?a+p8h>51X*CI9_D@&64tuZP|)BuswL?*iiW=${Sn)?4sr;8RnXN@ilk z*`zuMp<`?o*BR563j2JGJG+;~=a15bq8!Ly8n#bFp<NM%fu?4U%zLlG&D3GgTC5(YX;ECCt;U`#XS zMYUEvqOV6RoV6b<3?wc{TL9E+2ch}it^Q{p)L+cDIfsPO;VJj&L*nv9}lR z#;wCH7f7dhz!*hFIohkl76@4-{$J?A@&7_wg8vCCAaO!;{*JgEE09G_lTGoc0%|2* zF%zHoO!2`l73I&fXn3SRFKNpWdNWB*ozU=tcqXg}N$qKRO4TG#SQ1EPuzcjl#K-D1 zSEEP;n~|M^Xsu4<7>$crN{_`(Mvl2*_L_ptLSd;Hf^QdRqtz9eZ{4J(2sHl1@1WYb za_RBgB$-hG6g0un_pg&(d#RW|0}%cHW>I~A!P`_?LnFD5p2t7km1)aoDCRYdC;q1N z9nYA>#7?wIBg#5v=U(07qdUKUFAEuGr&H!?$xAz~Z~R?$iYs;O-l;j^g5!05gx5an zocP|#soCV8MP7+rJO-1hYml?AT};2-mOd$YEc!)Fd{Nx8yPx=TULZMls7UIwaCBZ> zu9ohMxMxKcKtXvuqwYwpdU7#M>CxFz!Gae@^3LCZ+M| ziTjefPw=K#bVGeTvYc^@&Vql$RYfGL=(D}sva4v-qTNpzsf)-Cn}Is9$Fu;1*u&>q zMavP5_U1KiBjfZjnr3RF_-!QtpbGsltG?+#hz{LMa*4^G^^c+nxkD(wy{^C~lE7t& zDT*6$rD4Fh+}j)qmlaM8Y>&alj32ivEsLpSS`DM0wN|*Vx+j(J$Syl8-F78L)lu#o zHP`isnd!X)l&U<~80rqR=szmT8DmUI@lzW~n?RNm4W?cggJXTZ5+cz@!JaQ#uqeyrLta;j)*MF0KZDf~+Pqb`VOH`WKYG0{)MA9ns0O-(nYsyYBtlklin6)$Z?ds+wrHPI_sy4%tCloqf6xvesFgiI7PqXzX6+hP30f|G2EvtHJ zl4$ziO?)`P(CwF7jV-OAxP5A>^I*Ta%Ghxm^l=Lb8erlm{Jpp|zd(tuA`TMXKZpYRBlqja$>w@pDl!AsxHcfWb0r~?S`T`sU^DD-pGRHA z_OU%nVl}eyC`Yb$8@aU#jW0kVaMP?J@#Vn$^DK2m%?)^HeiNl|l&-Qpv`^8yGp!!NtDk-ahG#eNG8C`gz9XG49g@r5I}vz_M~;?Fo5%nPHI=P_r*99( zx?}L9R2FV6_bTai-WD^ZLfnvz()$BysdCf6Qmk(=3yn4B3=>`QRF8ee_pH>AX&%|> zzuQW)EYuLQ4tWw!f*```kRgz~W7rprDcP;~DDWRD3VQwdN`b6)f7B1gwH)g^r`YXoNNqeI#vT2%B=!|A|y5*rsOELU#I zz_3i@@}t$fIJpH-n?0=+ny|qC+lk9k2)zWwt>qk@*sC9qRlLvG%OCY(OonK5;xfra z({QLu5=&%o(5*5kH1X`0knT5j#K;pD>@^DS?7i^KWeMJc(^{JxGZhA=Dla3vO5j?$ zWlkG;9mHUvjZE6A@#a+gqL8lf3v?8R@=`d1tBL!|MB%k3ZE~UJ#DWbAG+h_*qLQJ% zK1GNARQTkbyM4E`BF#h{M6TyZI$K5aOK0AWfzQG!p$IwX7dqB;Gj!}(@t!Wbd!MkK z303tlNq+5w;2ifFn)G?TmG}C^mTW8h>cz)znAIohF8RF9d9^Ki-1&6lf~ne?L~ zhE1S2U|F1Wc`#@;vYEd^4b01jxc{jT<1}%3eEn7IT^R8bfq?qICmw z!mh+h-!fWBv{h2cv&*EOOIl!BaT{>IrQGv5$)ti zQk<~FAgJrpAs*@raa}*q#pvv(_^n$@%mqRDE&hYxYfVpz0<&K;%}R~4b3(i*FT_MU zfkq|mw<6jUH^$0XCLgvMIKzlBSI7*DRqZ-sq7bE`P-$^^Yy)$b?%o(HYq2L%Lwvgcmf z>OyYw>mZEH5yQu;k%S%%{$EiSxH!KSWTed41jUmE!Po zE;accL|1uDd}tTm6WIT*Z#84MVbo zgb@C;7EH=IvRr>3pE7U2g-hYAPQwc z>PV^8P)n2{2v9xmM~mi26W){20X?oUmV@ zSfUrohYVjoO)AQvth|>&RDdQ<&0T^+BCP=40(-;t13hqH$K8kY0adhT-3HhcsZ+{x zzPY}aiQfNrT=<8>IizQp-wfCS6*h!DoL*CYOH3oJ-tRXuDLhI-+37ZW_uz?JXs%>C z$~S^$t$rselKYpztVbfc)TTEo?#0U`0Oyq*;S>9fn~E1bp1fIE-%ef31ktUNss;4d zfkvQ#NmjECdg4o+d3Y(|@9K#m$l!tFREO}_^t78(k9 zikUzKf&jwiXMPHGq>ECad`dH1D-vOjsXX0{qZ#?r!;46DhK)bvd0W07_Z> zfuXHCF%zT{o_QR5(GCy7235!_S+?jwb~(M`^_q`WONV!csLp!-E~F6W6Up`Aefd@uH*6Ebd1Q4HhGfYq+P|*gOV0df4iwhi&^R42 z@%zbQVy#6dl7_`SW@ys3ciu@yI`NoZX<7hD;EmAV2Z450bZ7Cu66mo%^z@VZzu+kh zhi-cf*g$wyw;CQl*dUEID2LP5z3oLlmLp`)=1F0Q;i7Vvzb8Ots3;>Y{olASnpJiJ z*H935iNSOM5h`=`wDyWhDF{5W6?p~B;b>&-BV#rZ8u2xRq1V1cKio^?S!?8ze6O71 zY*POmE=>4YU4uE3T&Agm18J3e)G_g;O$Y0OiVjLZUz=Le&TdA8!2-FD;2ZnD$AhX$l9HRcXHs!uCON7<*oB{>(vN>hrG1e3l@KsI`Q)vAc19Z3) zYzi&9#>a&UoUlD2djq-@`um2SZwi*I)<&C#9o_Y*yWbyapJ`tZ-8N z8ENzvx56u4q_sh^Xqyo>dp#uMzw0qI*iqi8Z9mDx+!$D^rs<%&m?mW|No2>-O%U9N zg+3Os;cxSkNKqRKQ(vusY9=eJ<-+B0H1C+EWIwHc z=<~8AF(xx1io89G93{}Q`s+G3^tn;}^es^vj?W(tlv9k1Ov_P0L={3z)Ju6q)-uaQ z0F@9f|E9A0-DJAcZzZ5n8-r9)*zT^DY^%kySS^O%25WpN9Pn`Wf>!+`w(izmoota)Icy?$JvblUB7(KV*jaHApXp>)@UaP0?zYqDm zuh&0SO#8`6Xy$NXn17%0cTc+|$C+fbiv`AtTa$RpzGMAO)1(zbqA+ov8hm0Kk_)12 zIGPg4U6~n@->{zfPz01T`#}}%VIp^X)L_}>Ma}@`XAi=rt2DPqTIdDOWJ#6hS$0kU z#jzEMC3Z2;GP2)JcVVC+oCB=wD&@=;H32%ORxW6s3(_6w8wRofUuA`T5a;8ps)KaL zk?++0vT}7DV=&xjMKhivK^`J~i*Sn>Q~ABDdB^3dcX|b)${_vZF6x-h#%@0I{Fss2 zWxB$zxvVa@E{jx*Vrb$Y@MX(RcV&R8RzSGG%qKU4l+WD`3X})4==j1n(eM$8jDJc^ zx#aXeu=q0sz&eNiOy%Ro8(&!A02O^LumvumOTUyY5u%y)Lba$qVGOm?1#Vy=14mH z9f3FCi~dWVYgtXMaANn0_M0rmH>kUYohJB|tXI!h3B;PX85w!?%uq-_W;|THh#%-= zIk~x8pU1r<2M%&jFo63f6`6tIH!IKow#Hh(aR@hl#3K(d5DpN^r*EN01aT6WYs~UP zT01_c6C_x>qsRJ6sP7(LU|6s0Q-K#FJ@>I+B+~g) zsge;jikQ1~?hI7TVui09Qb%wYh2;5E$fvkW7;NU>SAIe-ywK)=X$FR&H70KDZw7OL zgvdk~dXr%@`U@-@x#W(D;FiT-j0z|qh#ewdCdy6Ol1BSp3F3Qiki+7wvWFrZn0T*Zk;A<{}`Lv zvPIkEtfcf)kl0o8Ks=gz%HA`gSL+yRuHz>BHw1VmDvD#ThrjPQ1C5s@>qK)R*mY9x zvV+F=V(aP?qsnn%WIfu3y>i7f_|b$S;ieA*w`*}_b+|B!<6@Mh@5DIfRMdRDVxm7? z`v*DaN7+k`&EQH< zL@UqE$$ePsjCLU^2U59zyJm6`x9V&@26~^QkOhT|F8fFRYzd~MvHmrHzdz0i<9~cp z{k_wlc?T;e;gy1^>&-=yuT>$kds-{YP9}dK|M(7Gqzd64T%0=cSRvcUl!heX<02fD z5snk~7+dK5IyZ+c5ePB4KiR#)3%^&@zT=VSQxF_f5hEv~|A2WWgPf{F0&gejdnA=Wu0q<4hoi;XY%2b~o~Gi0fNQ zN-B;J&J?oM5&3>9gi@x`TacI_Vu85Xej8!bxH6(mNre#0P_h|}IgbxZtt61$BUCmx zqUUmD*_Egqi5Jc3{Pbs^QuK{@&qLYXO1yfv?`diryYV&+aGaJ*b!skn_SSct23LU+ zGIKo5ANZywFrtVE{q1l-mZo&0xuuQ#^#TF<_J2410v6`CLyPfDhdmro9mF;%;zgT@ zcS*6PYemSvk@;i7nG`xb(B>c5OsG5^TZUphOE!3UI}_BVu1~Ukrv)x{1As#g<~h>a zvk3b2AiC;!MKY^wlS&Q4-gn{h>!l{nfvCujaSBhU3fhZPu*^NizhC7C3Y%;?DLJf3 zL_V@vyEFS}53qR{F6l8HLADh7y+!*?>&JU6`N2ymh_ZG-pha@Ua_37 zU#;VIH_c2;9^4D1S3tV1fkeWWzGfTbEGsu`kj=C9&e{~$ts1~qY0Mi5CfwtNY~Lu< z--@vRjO|c{`?-Q8e8d_Dkv-$s&R23hj$B7cRJ&MB#yy?#*H&LoiofQWTFLKn!Zf=a zub-u4YWwkP)%^1P%s4ULL`Mtz!3p`jd#3T`-wV=JzExO~_$W6t&_DhptH90~lCHqd z82fRLjqvS$!8j%p*V65?&#!E1{OFH^Bv-B-OgQ+f=Kn%YXNEsMZHae;l+{uorI4Ff zMfPtK+yB`ma+vZ-v+*66vf^B_oW@I95KEgC^%OSI6qDYh>==N;Idd(i3;u*|KoRqm zQ`VguM8j>iQ^S=x{|1YT^FY%S=qE_CU7>O1W}36=pB)@7pfy;qYAlX)|Cy$}EpifS zG7@dh%S>w2woG{&Q8taTwNCV}JdZQUusD+{v06m?Dru7rcAPa3e{Y{4O&t!@#7+6^ z5O-n0i>kpWpmJ5tIvoJCf)TV%J_4t`4*(j(2wJEA3%krP2NEgS0svQQ7f#p$(bii6 z7~Q+v9n?Ttuo=UW(#-q)a_t-8+;+jHm~yJ;btunvv|RG{rjCkQPTI}$6FMbn9`KYD z8@elE#7S9o_%8`_1Xk+9ir-GHGYHyvGHR!9Pb%09d7EL9vfc(DvY{P19(w5mWJWR~ zc4n^WrBkXTVrmzFw5UTTwHzP3B0r}$0~>>-!i(QprE7x4>O8id{UE)05qs;kaK1r^ zyoxIDLG**A@5RgjkC}{!t680H;pnSR+MK0Bu(8+J3!-U%B_LGZH#Q##k%RC|ROqh8 z**|_nfcBQM^BXEqt!<-D6y}GHq*vy#3{%oksEhq6{H9)G!~cIMjOOB_k8M6yQBgw* z!CX43B<;+6HF@lTVz7Ag0+KP*@avCN2FxwozybH&w?9l$`XxOILYP`&0SwpAw8Zw! z&oS`NcaUj(Qe~rw{TksPo7Fz~NJmVgZg~YrHrjCPdvfz+Bzh5q>3gcy>QnP+8H(`f zPSDvZ#&z#i?}Dm3O0+mqC{~xInFeFG!2S;L(9U>hiuC}e^Jn2fahJi^j%OjM#nu<9 zQ;aBg^vZ(^D|_;-{CW4YF<1P@oqgJ^GuPq+9q)NLQ!ECGVuK+5&}cs*0XGI&N|PvP zm#Vx!Sp~;6V`}lTMtmI3*%Trb63~qGD4RNkh%CORf3KKvTF6G?QiJ>`YmNlNJ`Re3 z`BYEI71q5K@jh^zEmdlJ<7l=3H{4YjzGGs`rl!&oa#QZVD?W91q=sf2GvCcoJfTrj z;D73T?{f*V+?>UZ@1NVxuKBqJlO1dYwH3zoBsuhvc6plVMD`?AJI7Ofy1lO)b?4Oi zKuwmL>MSC7_gj@CaRwTLEz%@KM8uPVH4`Pj`-V9BrIX>&YLxs^_V(@c(Ei1rO=SN| ziq%2ZCM$nfO^wcRbZTkYXPIlO0_35A(wfS%4afbE1@L_5?u!@-!;xc32yV!gdEb3DBj%JFq+r9hsx(RFJ_#Yzwa0>jk z1JkrvTk<5tMVos%m|}wG@}n2(+Qonjbha|)By-{PdLRhVCCN*G97h$i?=`imOORmr z;7#C5%MqM(-^yMgM@1u0_Y_wc63*LC`V@C!4T%hUOklNEI~PS=Lr;IP8J#6)Njrto ziO63YMB}sFh3(yyC}f+joK7dHV~aDkLpTFe1ICU;Fi)uq&)kcKD{3AykLml$m3kB0 z_3fN@uVZcEL--Nq9C-a0`IK(_ntk#igM%WEUzb391 zu=*8oIjt#q(RE>9pw_o|qQdLLV{E+>|yL}FNj65CAmwiI%D>T0m`tp=L3 zqBVe47cB&gIObp^Z0h z2qU4$XRw)=Ot(riA>n?nE*a$ECMP35W9;nAl?!M?3IdVLyS|=u1Dbv1AMX ziE}lE5=Js%IvP(6$r}~{-PmkF*Sv*_y%U0$L8@by7;)Ih6l1g3cs%n++KfLfat`j7 zEfNo{EMo4EQ@;b(%fky|RcG@L?MCJLN-x{NM8fGvrYbmiJZ&)zpPBj`g{N`hm)JZ! zZIp?o%0~Li47lc8Ot`1KZ_q#QT_29s&Sb4Kv(+cmeZBGcb>ZE^_9*?wYJyKptB12b zO-=dfT?Pj+aNMC5+s<34Op^c?0H+>+FlX(_yKq9AMDw1%-m~eLJ2=7VFTO)goT@I8 zRe+VPPIVgDd}8Mp7lz^!4(78K9Kezj|kHckyaG@rP# zHC)^oj*XM5d#Jf}v0N7+VGD{UADwRqcaWQQK zjl7pgHZ%7^uhtiqBK$q!S@f$(*>KF=2@`%HSXO7sGUPFK4@afhsW&~+<(}7ps`2R% z*Z7-$<7T&_87Mwz-E*O`i+XOVK<-@;mtY!wI}~=zpP;e4xt6(c5UG@!5$|7JRaT(> zkf0wm<#H;tRy1??zWGpe=H9KdLLC=} z-767G7Y*LGkEB0#BByQ>7=nrNoD3gvP(&e?fD`|$Po0doTr?-tU z&i(xSs$<8#q7f=GfmJ+VG##D8KAZUvYxM9VhjgESrX+eH$l0n#Cb}spOfYNj9A4nMnx8Th{9wv$INFae4|MeK7p%F=ss^r!6;0jNQi27Wk`&= zg!_Q0z>L~{^r~d|6Bt!I_l@&Xch$coFA6phEOQWGUt=n`cyvwin&EwQCnA(6A)_%} z%z|76M27mN>=rt8`*+d@10%Fw2 zb@_^)UKQ<;y2nlvzAEadkZ&xSDpcAhZKa`M8$|zT@AcnC8KKKh{zIs9C}A0f2l;rT zARnP9jOyy#ySYh#(o_PxnuSobr{}0fjz0jpcO&vxf*j_^Njamt%`@5izYM+MJ#6H_ zb{idL$It~IieDxhH(LLzAa5Q3=)(DIg3d9JFDKM7GXW9$zqAZ8u-7I@5Kp0w64o*s zOH9l!W)4oYCVx<{jqu8iFqkyT>hNWOu`r}1tdTmFjg`2e&)XreppdXQ9;8jHK^A70ESUiz{R}c zU)`XHiF_7c?Jm-D?%jP~)wtPg^X&W1<1PK!3!nmp(J^*;y}&8@20jkZ&zIcrVbmmu z3!%Y^te9gecWlxRza@MebD=)>q(1U>3fs}F^M22ZY*yY{}I_{66y6f^*RxoGd1cYD`7GTRBU|X2`>jGd63F2{LXZ%cm1XkY)cS0QjW6xB?Zr zl?jChjq2?1ra!hzZUO`TCv4k*#5bBvP?s7*o%*MI8@og@80?1f@lrWG z{w>)bbTwR|nakaO5ubD6;WW{F=CbkevE^)D+d7q7CRg*tYRu~Nl*a){%q4FG)$1| z)xO)TDdk}2tEf`R=ek}$@1mD+_Q~%cyX!CRID`RDe+}2e&Z{Vz#i}5#6GQRzWsj#N z3N4$%h)Lwt6mN{p4fSoOA}oYbG8gaW8ddhZ>0Uw6UL?vSlcMrj)F(AXh2T7W9p`(R zvKPW9((#08N0%RQVX9#`DkEhSItMy{%DECV-k(=-qIpI(UPV=bq1>NzMi#qTuBZ}c zj_y;R4ED!i^jq>RIRoj^V-gfnxOQRFeG(6W!?G9BAQNe2jV|l=7+xx6!11n8^M9B+ z%YZ1laF5d+OLun)NcYkUERxa6b6ygk?T7qS^b>@$Eq8M0d|id(C9mKkG0E=%r1 z-DOU9jF-28g)iYUPO)0p?Zj_v8VnXIS@1+OrdM7)L;sVb_}D^tDU%Xly4$`1%mOq? z0_%m(w5nSp&M~zbg$X+h#Hj+-0!tdpqg#byd!O3!5YE}-^y*IrSY1b*HNR<0rVoq| zr3z* zBwoDb3}3yPwM-Uqco9zLh3eUf6C?1^DzrXKN%zgGn0asEP1S z_9Iac0Op}=-Q#+h5D#DQaWhyc%B~fHZ`W_m6`|CVbz$?vpU}@lJQL^B>{nEjv*8I< z=Pq9JgqTlt6aEtUL@iE#t@ZhM-cDhjaL-$0g#~&fn_7ZOVgKC`inqsK^NmJNsRKVY zw8H*%*TgA)cm&!W_q${%dd1s^#O~xb-io$+zqW2@{wQh>QLsG94LQH3c+IjoJ)A5B zRU%0F^^6RGM$hy$#*2E>VbQNV>xU7`qmB>+hFJ+|d$>c0!Z?L8zi`RM#cjwk&kN9d zH(BkSCdKa`AGU5pK?wSjP9+-fBHwO(F6`lto2`~ zVdsC0!9)yLbFaLI5G|$Qy#Gv?wb3#^-d{hKeX;#h>4U>A%T$s8P4y&SwMLvo4dJcMw;B?-__PtcFn&GuYVw%jl5R^im?Xk`eF+>0Fsy`Azr z(#WQyHxL8jKOOC7LJUw|I(AKFDYG?INqT)TwQzaQk{;6|RXK~K*dAhvh1n38dIF%c zd?=z=RQ!X($T-dahe(%g@jQpomU@Q^?faz3y;Q!m4bef{pCO}d`;^)ioY!G4aBCp@ zD=f+WpD?5Hsvc$8B;2>FaqFBOLod6aIg5SL+ZS^^BBntHFI|?*1sz_ry0cOP<)^`b zTC=X_Xhs0heQ`gw)Plfi))K<7GT}AP>!U(2-oJjWC1fUjrTwGUsXvJxvBo9q=1GQ1qgr;ExXpr9x2dmbKjqXw zzfL&-KrdQa#xda;713r;|5O2k^8jdfC#i^^I zB+I#Yxl;sJVdcmeh#TEfvuJPk-gnLV&+Q&d$Z4jtt!CQdXvNxT!OzoPO7sbr(^O|m zZMih`#%@vwB;(WOgT8Dsp`XPCFY+Miv7thwZ-Zne{c+X?%*Ek=`ELNt*P<}~n4!3n z=q!j_4$X<(*Fv9-mwj6G>7AQmo*N}T_lgfoaka0L7+5do+3W_VAhMCmGzVu}em{w$ zHE8!Da@eDvIrL;UDbenwo6$$_{GmZ1u5mGgDFN2HHBo{H(u!WQub$Z+%{BBJ1~f{> zBmjZUa1y4WX|I>byh_gzk`3b-tDGtpc>1$i?U8*Ec!&D);|7cuK2z2ue+&CMq*qVv zK{$6jY9YVZf?wL=@>kVipKstS(KXgm@e74qb=79ANI7yEZrAg?df7_7e&hA zMQ9`pj+eU}`~s7zd8Sfj=PByPmKaGd^)}xNck-%C0kk~prJ4s)HRbL{Ek_GD{b8h= zw0TJ*@t*GVzl4(-_A3B_c3Ifz#{V_)lk>$YJN3gIDLgAR9UYi~$VDO)#m1Z%_o`2F z06raEL?<4r?Cw~zuYtoaRQRGpN+?m$)7eGe89z~`)5ZLfP8f^73Mo|HI>U;R$OKDJ ziEm%d0a@4(XMG5^5HQ4fVDqUlj*0O^%5>gSXZiJK4Kt|O{R9xjKJYI!@IlWuGD|Dw z9_ul0s)muFSCIqa0!Cs0gB(DO-YhF%#~a`hLlngQS86@WSk(jJ0f0k!^*Jx2bL`1g z?UL=tIFjJ@?H_D|$4d-S41QuouTe2`AJaWwoUuC;=`*Q@PmHzVrU{gjVH^hsbU1{a zunV~#6e>LNG8LR~F7bdWh`X-Tn(nm6_$-Ap*V;4NLwtp17@iSMB4hr+Wz{uffpDW4Zwf@%L1Rnd{Lt5j_8Iq-c9W>40bVSEFgA*Xg;BMatbKkDMk;ls2^f480l~#QpS! zDN4I?OxntZef>>zy-lu@)#?Ky3`B(iYT7^P!tqZ#*@GMcI|qSPx&3F&kyqqzCuheY z?XRZ&{?+MjmzMCh?Tf)~FA>E~h8b$6W{-s4zpH(ABu+<+9-G^6zpU%CK*A1^DDLD| ztZa!8k_(1CnJ#YIdP5PT&qHJ)9zCoBv2doq0fKIp)oT^{W6aTJup`epsS_U|i;lUN zfj1ZCe)!zjQy3=nIg6*ABI_iTf#%`f3WFtyLcuT!F6NMoM|d!WoSB`KNrK1URbRsL zaU5q@9Vr_*WbHj!<&R9z_O*phIhUg)4cOmbeQG_dy@z|T*V{!FT8bNJ_iY`=IuXQb#lX3F#lDfcH5I5s`p5PsKD$^vs?+sMaSDux` z;Slnp_mk=xiNkVTA@!bx$0fIBpu_nCpL~HP?wrU-6>czjPtxH4src&I6LG)T)8ZVH zj??g%qYh(xa|g>!@8^$FAJC!j;3$8BZx#Z!@3BZ^_Gi>0HFB;p*?8tf*|oZa!+|K3 z_qM>XMX~}uW`O;jssD#=8Ql2HJ;;HMPL1Y`jf$jy-B?`hU6=To^f-KZqpdVT59~`Y z2k+LVhYr%f-OBBf%LKwhi8{rBl(1=)Vs=6*v%)Y&24=p@1iC;3kKF)~aiKrjAVgspC$azBL=R`=+Sya==i1tB>FNx^p@wnN0 z^gGL=?b`9yytEt!I>oViJMoO2)>S7gUXFOIy8y8m%4X_!@W&$>bX>!`9Ab{`?^V}L zSg{JNqu_NI+s!DyCYDs%UWLe{7-c+hzypl-XD2~dEfg}wM+|Pq!yvOu-H-i5d!mjU z!C(o$rZxJ;Pk2AOtsR)ARsRsfSJt5#J0KA&*q+q70&@&qp7<$=bduBTAU<9Uj+6*! zzM>(&;`oRL211Rt5v3@7A7nElX(&csGpK z<)Zwr?DcR@5ql}acHz=5h~M8L&tG(!2sO-{N1&tHC)j;s))$|(nhM=bgbH6yQ(HJW ztjrdb2Xnw!L|a~(#L88@FI#v7N^e1T6hf)27+Cw0!KZ|6+)>q_+jIK>YBz1 zlV|M!&r!9q+}no3 zIz!6zCq^D<;CO1e5B&YdGgOjzQ-%xfCY6m&kCh05Bz4n#DE2O@WXPp+WlgQ$@U>YXwS8fE#boz1q90HfzXHELI zoznty@mB~pI=x`w^L7kOi#@a$VcNEd1=Ex87?{%VHFkWX{1u(Y$IosIndfmC zs?Frwd>a~Zt>k`;gj8R#j5=oBIz(lMH6x~EV%ZzB@9jwp8>J~e{pkg#lWNbLDyKw$ zDO{U1d53r}0Eq>^}nB18iPWa>`WU$?fn*W`Gz zvBqF`8Z{meZ}lY9mvm#{ML19ardmsm?YuM_Q#2HHky719|IcP0=p(B)VRtM8pgup% z5hM;v4}w7|n^65tVlk>E*K6qMH#jMJsqtju%=w96>viY>bNR|_XJwfJD$xsM7pD4(8Q=^et7c?d)93{ItsFN%e_zNV;l#5l{tGci#P&Ms4Df;as7yYlV4u5o?8bem>JX_5~yhc3-@te|Gk z=swA$E7Jd_y}NFeZu#Qr z)w3fIASi2bEBfW0p`^o8Hu!~Nx z4O#Lx89f>x#k{MUL*^#M*z)I|tRHKSYTntvWHE zrWx}{RBL!pLDF%g4Vxn3Dl5H7@d-ujHvL>t{eENh(sAhx`JnrY#;;AP$i*RP+KrHO zHEWWC5Ck42O?^!|y@02bh%N!qf>ZWCQ%pCWXu&?4U7$VH-q5M%x*d?zF?afPb>(q1 zmxFnQ-qKfhgU4?LARm7+6A_06;}n3_6mrPJL;iz5CZnS5I`G0l6J=(^pW$TUD#|+A z5?Iq}p|jU4Sk35qsv=eZ?sy`LgBTzJ{akncDN8{NZjIoWed=PBoF!d%#Vg%%D2n26 zdD`KR=fa{g$u^3kmXu1Lw&{5O#bIaYwnU6Aux)31en^ekrc z=3mmx{hIQCFlXqY^wO?nx{`F%E9Y&YAiEyL8}for-@YOz=~yFw2ic!B<$(|sYk{;y zR!1j%NbKhb1V`L5M+;Q<7rBybd*i^bpy%h00sUd+6vm5-g5hthz^af`@9@H;?OUy5 zF`#H7-Qv$Q-IauDE8N7qlz#7Z7<{d%pWhda*Dx5o?9<4rSHz-wr&TnQY${k8WAhAb=^is*|sHegujqLC2U~SqgTS)Wq!s+kbkO`!at}F z2#edqQm1~m`3c)TB}m1k+^*Ffiz;8F63`L(YX2UiUwftalLTDeze1286V?AKBtfk$ zvzsPT&)(HhvzVJTnW9rJR0phg=)cdgV@YIq-Zr0VI##TC+BM#}QbnVT zl#c7j2TI45lhT`Qg4Y`-isJ@71|b%nT@$qa;{HJvR~UGdW!?!tAGqV-I(lef4p=8Y z6^tU*2J!gS9f$W}BY?xdxP&%L&gkDPCqMA2LN{plIG)V|OlB@RCKgzrfTleS zn87>^P@yM>OWx}l_Vn?QPKpz^9mPUcO$dXlC&hEE{D(?tj-mo%id^{Ni=vPDo^7n8 z{*zL)MlZQpj>^;F*jOe-or>sx>H*7>0q_AO8+`+Mg*-BgcM3;U;tFYk`6GbdlheYk za;Cnxrv~ipb-hj@SdOid{EfsTv)ANYDC?72w)fnSTG?N@q;wH3`NAqXnOV?GxEu=dZUB z=)Oc2y#IUDbrXRe!6TGWQO6T>AvXByb0}M}T3Jwz)0j^1--xhhstB@(dmo$zN=XK_ zIOAL6g)R)7>#=iDA|X4(#b`uC23YrA^{Q6^hnLYNtS zV74RBniR+}xk`p0DqS6N`L0z1{gaPj*bB_@@*8`JKW0D!^2SuVg_EVa}<=;>px-OrZi9gjwu(!u|NdV#- zR7P7v_5<-22#$R&!cNIo5p3f*=F(wTyNn_>Py_X(m?zSka4vHklduVQUr{ER?iZju z5{%-0W0xtS+^A)&5RnO)SaI{gei3}k=o-E$Cl8ulRwCNQGOhHFD>`w)$wXC?McX^q zhPiiz)IJiOb+z}m`_6g>XheM(mo06EeQRRdoLNOL`e)Sv@*!(D@s=Xj#ur51ZfT@*H-_JL!c1iMI>2oP%fSl^quNU@BjQN#0Io-FzifJq z@92QU;<1k}3CF50uPpA&bw}K;$f_JfJN~<5>rlF=6;a9YzK3suJl(bf@?}_)kON?P ze#!xI+L2)QRG!{Mn#&=E%b^Znt-OiddDa-R!2hKEEc~6Rx!Gx{y?1Xv(mPCJc7Yw* z4p003G~)Zyn@Ltd8jMuVPB-RMPV1x+({ZHfI0w8$C$;&Slh=wVm3_6+shQXPCtqwr zPt5Hzg9tNv4;CMwFkQ3QkDhe!#wT`A|3p+Dsr*BeF_m>y+JKU0$k#_L1ktNzkb|VY z=QuBxIqn|nv6(SXBFTTvWI7IS|Gc*nw&P9_!kJdWUN9M5eLhSPQKP zuTKN?YMEko^;Qav9Un_?QG@2ILhODx9!6M1%Ve}KsRN3YKCH)ld9Sw(*S^-74-TT? zUX9bp4+QOpv%c$jBeiS@M#+PzzvuQ*0HC|Cw?erha(k!x7bp83PP}5|G&`T@pmMRB zdJMw3R|&W3MKrtDj9GysYS}q2p2s3yS+#J=`PzRkU~4Sxkgp#4W)*Sm80)lu@{J!( zL9??;$8Op#&>a8iQ`D;$(OQ`&)F0ScJkDOQiIsL}RS#)e_8IK;w=D!Nb$`_PcbM~v zC&0&36onoU)Erf*2b_#LqFP|M*CNM{JHY2e1jX<%UcM%3_{Fn$TB~=Qq;B>*dB6ny zYm#k_9^T^N-f}V@6!vs1=JC9*gsoQ$?2r=_qf-Iui zW_a9Y5BZf`AZ_`-=F7NerP20noh!!NgZ|@!i5#P|x@KID+%v|=W#DfaAxVE!@?7UY ze{oGer{{IO{JTjhipnH`Pt$mW)&Qq;#BSS9@K??nN*zt4+A4drgkjFEDGU_(%`_G% zq^NEUZ4VIS8k#iY!($oSR?NWDF9}|Ncl2eZtWP7Jz@nJOWYm&^vW&varG{z}jzpSE z7vJYBNZI`=5IyrM+40h7NcY_G2vB%0|E%kCN@SSl7Nw{-jVcHS5Qpmh`PpcPfhbV~ z8PN8_^YQynPBxBaW~Ym&7~#|TW!)P+47rr}UWE@bCRqp*#_%_Fr6k&Pig-9mIHsMGE-s=fQY<`HbGDR?xd+O4Da zfyCUCm?Te#U{zS=qpXuc_2UFUeaKAMs2(QH`S=J1S!t@zl~0 z7TpYyHbp<-bb&BFO4XT38=p-}Xyzoj8!B}f-qapeHzbcS+Ma@)qqN~^X?<}5ZQ@z- zWhqB7hSu7GExer10fDp9_6#$36RqfkFf0i!YD=!+9S2r0G_Ic-0%xSb#CIi6v*a9Z zuqNWHfM|K9at^{p^(Q#VK6>Hm`1^KYDI;?r^sWge!!Z|Jp@qD4Fa(oY8e%#g;(~o; z>YmDZT!T>{yvO{lxYITJzAABbI_j|e99Fk<_0!~D!XA^bX)9&CSiw!{UG;4sL54}n zOIZsAcw2O_dNhY?scC_v3yDa6zEMh6*AKtP3JLf%lH9j*G~kJ+9!fTXM69qYxs#@$ zCN2=H$`pVc!%}D`ZQCJ@#0Gpi0(`!otgllaZ@LeyMdmOD%9 zj&k}vY!cyB3HH_@5m!mglD`3b;3sa_i4Ubzqn$3ZLz~<=&C=;}3^!#|9IbhFdfFll zR3D^-zJ2!$mw72T2gb9=?OdIId;l$79q4o+fOin2hh$!1!(+DVKPZKw zJ!yfJ;w9BXy1HjwM*6K{$2li#=fw;HmDX?lb#FkolZlx#b-Hq8fw8~$2DIJHn434+ zVgPNR#LR^Td0036Ng_ZI5lC?03Qh+Ej^K{Y1~nzgViH%V6*F^60U&<#1gcPLuZjQ0 zICx6QfE`RKr%f4#{Ob_QIxZDS13vQyC>e|CJsvr?<)#bW(X*yA0?0e+- zBZd=nX_?MtJ8>!`*?TqG`>~`aQKv4D=Is>mih3AB zw#|*OSSbT40Ygf-^Tc|zsr>)hyZ*OfjVp?Pk9u~BnoOdvXD_ zyzm#}uNSOY_(`bv2u!UnSgvE<5&UA|?d?lt2dE+Po{wyJ*y4JJ0$o(#!uRP&Mw*!1 z%PI2Xm|})CTCK4Sf=e5EB|XzIfAS_&@TcsdWY6{T^vK@r%}(IG$7RKXACoN6DNZG` z+W4~EnB~1|0I*grdw}Ra72Ru^G2ZfNmB2bSz?a3joWDG+y9)LZZ~v*b zd^ET{bK&*ecB15on+eZD>^J{l*qx8!bn*qfz?19xy`Keay1VNMO;VWnQ4tVl9ok`1 z70NBu=2~adn}fc{IViHPGA3g_Sknp=XOd7bNRv~0e?7hQ>yc)ys*(Jy-go$x7>`~r zt3ht$Qv_G?)~|Eu^F-a}v`x>a^$MX)((gFgD{&+x$YfSrozg;!2^MCg;V2AYNYA9E zs06W$6?!)3TEz*6tlPk2^qV_Q>R@tX7nIbTpl@0~p-OQl8u*31Hi)_Q2o2B>p0GBf zkMsu0sF5AWNyqjGcDVwTNj})+FYk7ue2j6J+7lgHb_HS5FDeZEB?^TP-=8)yyFW)M zM(LI7BM2({E4K&m`2QMwaCA8`8!Rc)vjr9d`#KlTNpI-hnsyu5v^EoUWCaow=%J@q zNqp?^9y`prRHs~xDg}FY$7(LmF)hX=_1Vw~Z=@odEpx&-W_>W1=hke(~VQ40IlIpM; zSU+cZpjvwDZz~)L0sVY0y+i?hf1(K%c;kc8Gc}zLnxMVk5hIet`GQoKyj*9-%w+Y6 z*HU6v4@oiax)q+Z%#>CysZPozZTJ0Qr}ZUt@t92JJmPvqYQAt!cH(uRg2N45N%yya z|D|GxFMQ?7TXTa$hfTPrMQ>k6-(T z)$}T9)8uPWvPjgA!wBYeHzI&GaqK^9oYw5eDd9#_5K+M~Zd2R<8KGv1m?M1)XnmjK zH+8uFQyzT$P=w_R!t!}?gnRv~T@feETiv#7AoaGso70vBdufyBM61$24>lk1b*8;f zd35}~ucm0isHwYgnNjq2?d8dW(S(Z-Y&FpJF5-CD%M-KGCFqgBq+$B>gD_;+;kZ&w z6-q*bQOT3h=z0-i-Ly7qv4^PG$G@X=(juUo$P5UPcp!^-<`(sHLQv z@_@4`u;l51XHtN{30RDCsycqNj5o9}@L}0&m69Q`?V!}8MCc&v9J_!OQFD=BalCFO zM_wS4mhOu$thuf$7F+CWIv9E%XHXx9)DQ5hzm(Fuj#)UR=94xz8q>I?KA^J0D1m9K z6S|IoFZhGskIN^ql#8wR)`pKZ${h7?V2@}p_j$x;jA>*Vp8yh{xhIie#?#F?b{al& zLBj04a{N|mNYgvXr%}}jL~lLcK`q_5XBj38o4Th&LJI7J4ZY1sg(eLyyzd@R%-Xcl zd`NAbCKhVzbCX}6sgq^)DGddG%j;Yfc7z4U|Lm`rFz`*VN419aiJLg-Ts_PCvCYY* zgS|M#4}euzBy9ru3Qa3UtW2GIuR*>?-&bBj zWr*oN9VlJT&P4E3OVRRns=c=)Hc@Hc-{u?-#YDKl$fq)i(m64y)}o(ABdB^g`$Mg# zB>MPEs*5TQn(@M_m{+T&OF(3o>ae4|EXxWa`UKB#0I&T7Z0Lpkn$&?9-quM4QFtP~ z(h)tBd}ywBrIdF17dO?6hBQ~$_{KBWd!FY*b{oO__@R4qqo8shQ|UyAEd2waL_gzl za3NAso?yX9w;|ioCCAuBtDTr$y&d`lLY&I^y=>`dQ&Mf}=f{$?OUi_l!DBZh83K}d z%a^v*ppKdOBNkc4&1M~Ao+9(k#=Bo#Vmo&;g7F#VqX<-a*-EPp{iAo6`ps(SuXGpd z!#{;!o^Fy`4p_S)WlkaA%5^;GUie`iCu;``+c*%PquRq-U|b4&k3K#RYMT#RDW9=t z_pIbw4%Ti;m0nL6m6ZwpDHcGaMSO7v1a zX?`SIdF!4)c{{w&B*nsg#coLPU5_gAHb4d^j>c8PI8oyLn=gUB97E3}_D?|`i?!qY z5Lw;3$Kspo^}7ck)%CUbC3*-+6S)k|Bxbve_SI}qW6;{2Bm(|r1C&ZWKSMPCTtZ9F zX!Kg~Kt_Ig+Rr*b=F*AF!p%Lph%r6a$mIF>t1QPIH;71X8jrBh)Y1M+oU8l$hnt(t zsp7u@0xHkHS((K~QqW3CnpH`xa8y+91Y4+zVybTiXP~~Tob3_Ce??1V+@KS`A^O=b ztTmSK9F+Xk&K9Tz0HZw@QN#M?>2Nt3)}Vwh6qI!F8MQ#ls+@O?l=N8Ju_U(6J_%w9 zBQInXcQW0a=D^F)Umra-U|T3xe#Lb+T5tXb@Ue*Mha}=WKFazJC*rj!-ZJ{baZfn9 zm4Nt0SLGaT`Vao}n>Xnt!LmYBt6v?Z%sEQ@q3d@xyE=1r=?_z|k<-v-+U0!!A|4B} zy{8HKu9#dhlsrgGacUc9STeY&5qG0%Z0M{hrS*x$F1+)+6|_Qo77_x9KSCuFt{?wO zqvYE1S3eq`AWCIw9ZizL6j1YD5tjQtRt;M8A$@G9Pmvz zM<28aAQO!yf*@q!xq*QAx@RQHrGp~#UsocT73bjg!7gXWj)pN=c=dZgkaBrd4Nq8( zyMaTZ2)I})e^*LbR?;-rAS+xA zTS*O`FD!$T%5ks@+@fmE)fQRygk<;LM)w~AQYA91VFH=ml4MXKTj%^?1qL1!!*fL81bD#zgm&1W(W%u&xJwyi;i}SAJR>0aDwS9#M=+Do3*?2;B5~!UjC_ z+&0nibb!ek6>kF>b`xO$~hMNa=^>vQ_J3GTYfpods%K9&EFi_pOVHq zlEi&~?ozTE3LD7H`TWJB&wvAVDwA6W2&PA1ahFxWv|9EqPt+HfI9E8b)o2H3aYKQ= zle}GKm&;<|z);dgmI*zZ+eEQ!FYmirIt?CN^NGu2+YJJZjveJc{ZUKQ9~~F*nUZ#- zQC4;dOFlUt%ks`VErB1LVb}YU788GWVB*L9EkjAG#73vPuRKzj?px|Os2}RjDDu|5 z>NXK|o6B(ynlnkOi5aK3@l2^q9SnRwzBx)4`5$?f1S!#O#vUzzV}2mP}?AQT7xj+Qj^f`0m-uDT77PBcq-v9)Cv`pl$ozm*sWHq}tiS`~J##JE=?9 zrLygFaSvflMGB%vqcccHU^5A?!LwKiH%PD(gHez$HNEP;@SuLFopWb>mT%zXjtl=N8yRw9nVLw z!3_-ecB-x45P;a2*HI+#s!}>P-gzR{^_OT*B>n|vzk3Jn-Mh_@O|{p^omwUR^I9y) zEuhP1lV{E*0C_6o0NWK=@kLI|;(z%;54#?f#hAC3IB%K!8t40*`Rxf<|JM=LhL?i4 zpNCx>XT<8Q5w4E4oEb)7gsT4}Dl9=zFxBZiLFuZ#r4SZ-0ho<$X=|AvB}Z7KelSu>u$E@Bm^cmLp1Ox+fUA=j#U zJ%_l_BWX{+v~@qziw@-BgX3uEEn07C=$+GIOQyuQ)-8H&ai&jp8{b5+{h4t#o)<3e zp*~L`mh{X_ao6}8&+>@q;YqND-|=GtcXrZ62gkt#$PaF~M1Z?z_qcdBR7_5tgXrSP zs$QLMPIHFSbOEK*hG#1dIH|hF|1QNtvbU48nT{5h9Ot+QB@?rMz}py%eSH~o&}{Cx z!uiA0PBZw;FQZLUYliNkNvpTNjdo3~<+?Ef4;(L*K8AcQutM;p@=SX8jvAb(YUr=@ z4gAqRmK;sYb5bTeIwD>4+8h{1qT)V0urYY9pdi%E{(Fi?N>@m9z->a?$XNACVmI1g~H(vELh`51vPFucD>Yp^%JG0iSwL>++u2b?~F8UtmV$>{TE_f zJKuT^vFq6MQs3w7K2dmeM#w&KJ5>ow+R1zPqaAYoKuCrT#~`B`%{zHbdP(!e~RwBF3k0grfXQppO;KLeWT>J zJNr?h)__f`WgYO^s1qLfC9nRSVKklJK}Cd*c;CBU)F_oe>JD<7>E*M8w*-?=&_s|&v%Tv@d<)yarV4j5 zN@934#4)!gdI;Qm-0Vk4&7@4+*c3U64L|Fbsxnx6oOPqw2KxX5k!9YNc%RM-e~A8$G)|OR1)5V`r6q+;Z1rAj_7}Yrb>ZzCN(VN60603m-Oz8lq#6K6 zbCPh6aGyK1%eTey_z3D()#f8!r7@GxKaDq%*xst&tvg>N<#T`t(VW>&lDFDkdH)b7 zeN8kuiJ-plTNOj$V@zS@`kb(45QfPXQy)v`(np@CAaM+9Cb=zuW*{5-Zj{EScaAlZ zFwC7Mp<*2d$|WqMz;eQAUSCoEg{-_I#&TuuzjH4l+$H(q&xQq7eu!kwm%{^~Q8SUV zi)w^lnXs~Rar_=T`bc&F;7oDyx=~h9ts&|MvI8t4)1fK-jHj1RD%hu}8pSC}C&d(J zLpKl1a$~1pbnic{3`8l5Wo4aJUNe~XPw}Q{jQ%pdNfdB!0YNsMgAVRn2*bn$g*J^k zrM6pq(>=e?qzk69Sg+1#HS2#a77rOi+@?m#f8aFEUPj5j!)Xw=fK=RhuE222>R~djmxCqustPl-lyR64xN_c@(=l zr8+On5>~DFuhzEbp3dYH&8{yZ0{q{cB4lr{f}#KHb;2)DvA@}{iw5%Fs= zZWr4pGCf!FUR2;n7hj$moa>n=U$(XbUNk0b}U={YD$^NrpAOmrguon&^2pMb2 zy}G~PFsmr${6NZHx9tx_S)BY6U#CuXaKkpoZww;CYIi`Q@|*a0HpXPV>ohVSr<~fU z8Z@XHkliW*(1E6S+TRoffAH_*TYo(fypiMtUSCE|qoiHqQUHs8tvrr7-;$`ezekew z%^HwKy{$o<-+ktbjTbqV;rw`8h4Rv~-l^0XhX>j&W8!O8$6(ZkhF!4_r zDQhhiI^XUsEWr!^!aJKXndwXTC8-E(Kxz4%!b7H&wVgqlcNHmiK8JUKTGS|aj~E%U z+#D@ekGrzW=xN8Jiv9Yb-JSGVQ;iOmxDr7D?<*A*k!16#Lol3RmGqS{fUGi3$yK>m zWzOU|ribhQRQvm%xj;uLH;m?^_HM=hh$y~bD^wa#^pNw%>DOyiW=!R2Ws-|<;CaP5 zk^S#-3KAW7Or|Gu09#1kj~}v@Zs}#gAF>j!RvwR~*yiVB`_+e#ynujw;qJ#|mM`w- z51NQ7O}m)`=<*-$k;s$`e}{zwsK8TZsYBfnS)Z>VUKSswLiDt>Wqrm%Xl}L`rFL~k zWPEypy(~_Ga|y#TIKQ@@LXCjnOBzI*oagGYjBmKp8h~_2uXe=%*#ypmoc?|5*Z)$j zr-hWnN9ullY>KG>q)u!lM(QT`=T&FYNS~WV)DDuk6-Dzx=O0Nm_22Ok`W4Vlv3oYa{%C0o+SY^taxl7_d9ALI$3_TW$!-9NW)_ zT#1Po{PvXU74M*0VDO_%j?oexdbBhYyg0jz%QVMUomty=a^r{2*vIVqH(Ho|khPAAMr((D{ zcI!_$xu_QwS7XeQf>0sYU&EROYi;*|-EQNzFgU}J@TsaUYPY2uI^q$pNMxY>6{zo0 zNGO;Mjx{`AC(n7+85`ZiU=f{eYpaIIss5c;7RNxhOyIfC5vEB+xmNl*)v#O{mBK&n z25^zj;^z(YZ+Z&Ug5x>g3P-AgM4a@XnqR&DWwWnqi?5A6H@v=rrVT4XI+1^OPV$15 zwv_6mvV6jF=GM06rLx8kJ?yPA@?Uod9ntg-*e_ln+DTEt*Z!LRZA6d(DCa((SjjR{ zi^G2J%GCu(JV-$Mix=?8!XjY{$bAbMD{ZaLqz~WLz_+*zV`#sd`sKseWSS+}HFdZ+ zWz!rZS5PsT!|PDSb=TH9IKhy)Ov*RmoZlKaGDl&w(*CSWm32>1n5s_%Y$vz20?R$# zLoJ?)&Zs(siheToK?+nRtwV2mk1p*U6dOLiIBu|7Ps2iw*q)=@%K3+#e@WL;#ya@3 zOP5)ae&&^0hu55GbYjw>BMdLCZbn-FBw<#|}9v!bvp9jWgonEn*xumz(?j5*5YtdlSn#x>QK&RSO4+ zUf5I>^mU|G@-vH%KdbYJtG%M;a^Ktx{sdQ_T!{*9XyzB{?|o=ngfC|khN%gX1XkWd zr5-+?4@hN)rRn6O85eFZIJa6X456Q2q5>d zd!ZRs!P47FoS_4Fp99=R#<{4s$)$gmt9e0RaP<~hVGKTG?0wkx7Y6%97ySc*?tjN7 z*ONXdHxvM01HO^W@AVHK47UbP2wqhwZ>R>8nuUoIrrf8b3~Cgs*g{wMZoS{y8|Jfy z=t7nKTYpPIWT5TD7TAp)1x)F`$OhYu=YKUwwPHYSB}jf&)IMd+4y21^^(oVd%gROI zr%7&NlNeRjQnRjxLK!eH%SVh&2~!69mC4io5~Q+E&!(iG;|GaU*SZWLF5r< zIYmQNqOJoaqQM~J{LfmbyUnoL5Jd5xQOQ{ooA;%ZliF|*>}Jx#xKI}Q(tUeK!T#&-n=H{{M zrP7L`eH~8++V>Ugku$jm3J3hD#JLRZHIldFHw&n@SjYYwQtUnn<4uF9pF9Q3rM1eQ z#!7wGy{PT%pvz8L*g z*YCzVSHeLNiA_j{=3MBFiCYUKnOiwhF!_MWqJff5=z{nk)`3GO7Y)hGZ zX|crj=6N|99`Cs3w_OyIaf5It{@Y0MA9i?O(BSwCTVA5gn*g2({n4hrXihU~qUL7=dfle6 zsGyvhFhOd{P#?MD7Vc{eYnHyU2sC&f^X+{^&NWz97Vo!MQUGXK0nfF$$aw>*5WD_; z1VZb*?NmWK(jO|m2y;PH(Y7aq1vxj1TR4yG;MAz=Lge%hg`K|YpUviZ_QzS{&i?Mv_#H7>25}9h&v&1&|E<*IV6U!nkBd%gz)R z8?B)HI~m+Q?>=8|j%S8_B{Z`C28&h-{a$0$KS~6M%^G7Rv2hW~{Gty3jwT}CJm%iqFuw<^2Lv9Lu4VKwG4J-ve#<)gi_{?P zqIy}%D>z0&O8EmyRlGJS{kD8qD#J0jNq$>egj;)lB8tzJcK33@_iwAT)-O>R9GW6O zf@7NKBfoT&m2xf29(QPwM(tho11@p^3qk>`!;jo7EaH!^n`)5yao+}X1mv;+ST{RY z7vM!X+Vh{OK`O_Y{4C96>ac_p5*Wlbmus8up&YD*uRR;^ho+w6#S8I+X%Z*Tx zfjjai6gB;2zWK%+hUNcHtF;Hb56-UJ4(9r4>?O zGXdPTd)a6{P->9H+p)Rj;i<>LpT)1f!$7Fy?o(%zS=y@D2m3vgkpMEZLIHD=$U^@#0NxS%)SXnW5_~Na?Be*WSrgOHTCd^Wm5>x;FmPy zXfdF(TCXspA0_-)#E1tkeJ3jhLT_z~3E`A@tkzps92-;wxh{nX9q+I{ja|b?5RQZR zj^8s>+^e4m^`7|=Uxb$Y85>-CEm46oA8zsYCeXiT#$D>&_mim%xKCuiS@!5s?YGBV z`{^iUTKV)HCV8InV5LFU-N(H%bpCNgQE_SgzIH$V@RRofsW8K^Z=4Rf_)fk@yZW-_KzEN8+jb=bKW`dv3b0o44Wv zOX;4B39rEC@lc5Dt^rXzcOtC}POp~#a9m;X=A1A#p4nw4RDS)tl~Of489)C7iPGO4 zwP6^woq*;6+`z^oW-KkgA?oZpN$-6ch{W!d4NBd2e@u+sQ@6?w)p|0U>;VXAh#!wd zos`4}7g0>3B3U^T^9~5`p!!)kFn|n!juXFl8p&k=$is?t%3}~sozhBJ1j0=D+uqK)xK9uFM29c; zLEy6$A{r-Mi2Pu>oaWco0nn!_3@Jn*vW~|L`%^g)zcB*}l_a9P_CrCEpeJFAubsYW zw4=#05kLjKQP9R%G;SpsXj1LblJIKTuOLej>@VP(U*)vUBe)Dv7Z|06^fGK zlRHRak}%pfssJiM179t|p2p62#bw1}7prK7#Y85e0GfE|1nv+c;V2CTzSBh|OnxWu zS@fE0y{HBzzayCWgDb0X0fz133wCM@EbZKWa<<;kPZ;bPJ4_=0ow-xE!$%eN;}O;D z7HzQA*R?4B7P`8gN(qeLay=xr%D)$EJraSj8YZGUO4xIr9N4Ep@wKsfCqV55kjY-B zaohO~8FZh^XY&?&2&@mlO=0FwSkLH@pLvjJ6noj0*5z0tGNE%962!6bNQJ~2b0j2& zGi8&9T7d*aCCQVrNkpwc3d*gMl>7Hm6-Y&KIU)zrhX`4alWZ}eQSMQzn{_hd8u{!A zFjc`VNz_bT=a_~C`^d^5qhiL;y_`ruq39#F@$6Gi@HtNFE{4=uaEyP;KC$OyQ|;~o zFul47`g-byyGEC)yk@@;_KV1@FBR%ZDvBqi(BUtp@W70cRHfNh&z^D6VF zNKW+FjK?qwO^F}o3S_e;nT#i!^>#=SjTbJK5m0l@9JYUlyvBd3@GaLal!0-%UQQv7 zubg`$b^tH`PM}er)!w9^a=ZtY4aWU^kkVE10$pNHpy$!&gBM6$zF=CfEaT%k0Fyqm z6fr3?_~MvT!OBlAobuAXcc?Mio>a$@*s$z;;?z58{{GiQwAJ@rO&c}eKQ1K>4?$@8 zBA2R~B;9rVV{)RcDQZ1@P6W+e!8IEc{Ppo@_zM0kiBW})1haghPT|qN@{|bdthzE- z9XWs49*w*@-Mb)*fUDt=$VWjVqS1zC@g=TL=31YcOM2Y}JrWU9pTB=b6|xSKjp=dj z;EIPGsYPIx7NAn3qbJP2EfBG?z3jMEK@qPyv2~=P8{aec7)>PDvh{wx)j%DsyzKv+ zy7v73Np-|mBHNsA&#!rmW0{8%Y;ua8@4FBGgbmge&y}IPC!A%uQ~V{Ik8=w7g4XoF zViWQCsAAsy;DO}H&4Hq}F;6@yrLq9Zm_xZqF%(Ufw~gN0xfR(6$9Sg65yuz-YMQ~M zDmUwS@=Vxpk1uErIJhbck*)IDy1Xyh&cP(2Ds*}GBIKv1B$(3TyxGG^JLA6C{1(BNH--=j=_eI?eDt3W z{M=}z^D(%UB+d#DYA!!VxBtXm@Aq3}Hv5!U3<_^s)h+SPGf2y!9KZ3_scn9lmpP8L ze6)?@U4TlLjw`LTo*j486;xa9oiGyEM+tL;d<|x7QAn?6$}9mz2%GWN-rSmDV)(dE zz_`xc&;DT#gAZ74>x7oKQ`fsp_%ppO^cr&r`+VyF9(R63Bi{ zzavg}95{Pu25|6nYXR;!$3hSz2*W%=N`YXqmk&UZw6F;81{g;h$L-U`fn;y*)VE8J zJ3#DaeojNzTkp)aKH}?$b4p##w|&LG+hG;tqSCDc1DPgq%z?+|$5(A#-{g~%`7bE= zOJXgVumuIS415Jl2_R}kfL7J_RBx`Vw+9sWkBh|E_8mny7Bp_3>U$&*2FvaBJjk7G z&60R&E961@XyaK9g2dSi6t@HD;+YR#iL<}cBzTd~m+TEsA}9@xn2=oSjwcL;qzWt* zPcsjZ267|og=AmJnSjG>2PCCM#xpki~E>!=fHC`gp11fLi>FDtH&K^8hV3h%YW=q z73W@@LS}UKSU1xz6}07tYL8qQwK1c4F@@?uC(R_*x|q?# z|6v+R^jfA4Vtv&9D^qWEq!JgJ0RYpV+bF9Zlj+^!)e?y9!*Skju(4i|v-D~8`x}&B zY?OJ7Q3WO}FvJjTO?!fjFD}Klm=GxjNU3JI_5OAHmjD#|KbT~IeDoaPTvw*SjiXns z!Uqzo4Y2K4NaSN~ckEv#8IW=Vq@n*pKkuJ3?2I2ef+kcy-aWG)Uze^{)xP6@9D1qz z^!8r=$;0aD%Tj}2{}vGSJw6^4-+0Xw$h{3NuRWFoe39YKBB-dcC+yN|1~GZ-=WUjH z$N2PaoV_D%ZP(NKci#l8(`Ln-4NQruPfRk->gcx7oP08AO;zxyKe3y$q?Aw#V}=u| z^fUZJ1bEabJfZ1G7ZFD&MEC_qy{cO6Mcb#Z`KlT~eop-Od>bOyie^bhSGVK2Hw95L3cE2|Q|v{gl~)MG)%avEc80QL7uJH% z`8MvwP)5RHjF^63@{pLjn#ToY*nVwhFsXDy(i*krw3@}$rM-zmKlb)?4Ja?AxRPlB z6>1&9gzoB6L?S03X5O_{us}L2=rH?IJ3CxsdZqOI%2A}nN%ey^b9&|rEsx8Sxwqrm zx(z*;H=F8zj^r>5wr0xasj2Mg@GM?#U+z39YD{1`DVA8mu^r;s+nWWND^5u`4cXb^ zjX$w{7YC(9=e>2j+ZzU@Z(6C~(cB3GHC46iUu4!n{S5()D0Q6Y!}CQ6f9Ms(tiEdF@I3RY)>Xw6cZgI!WKiLul=<1I+t?KqKDM>Vz?e3`UDfUJbtUZ2zHTgX|fy_ zd$I3{ct>+C#wCvPt>DCZK7WfD43$};fQJzl;bKN;8@~L$`U{l3=dsIB&z9YB*gpp- ziostO?XJtQhXm5?<4TP7T#>~xGs5iS;mvUTl6P6h;4S0Dt#O0#S!bJ0Fc(Q=iO*c0!2GdRYw-cZ%ahnzbHZEVm)8F-Kh_ zesEE_{6kn@l9$<6f*4pWbgmGQJVOW*LAXXTpdiotrLmt#5L|OLSl`S(!*R49fZLNR zeFH?iq7$1fpxV`P_)JaIB91X-#0quX^LF2>RGee1-E>j0-r4RBfVw{0{tu^dO+9A~ zfn%||-vR|T!aZdJmk(Xc~x#Af!U^5Q1 zn``9O2X+nKQz9mtV`}wcVMA3)Jb2c`0T5%Ux<$W@q8(fxxHn(`@sr6TRon5FO;xSF zoD&iY6E(%0E6OU{m(I|DMAN=9qe6^$cdEr%djRis6_wazAK=T3XcJ6uY`U#y&t}c$ z;f_;pqG(}HVM*tyqR4XQcGo$p-%SK^?WP6OpsFZTyvw-eDZbCl_L;lRt)eP$4JxDV z)PS*FvyW>`5`!ar@lxN$G~+G_YJn%rbkySKRRS@2B8LM%kL^b;$QBCnL^_RYqyl{E zasCziS&AjWT?!amxF+*#Q4Z^JxaNbN;${7C4xOs;qTc64ksm6xWYuK{6j$Skc_BS1 zJSFMY7mZjsA-;=}bE6LSC%vB^TSAu`)sluZhKT*7%jRwnY8%8e!5b-S6ysWCfNofd z(XmV+Ijoz46RF&qRFucMkNv(t#LJQJfP(_o{e=MdxBMnDS<=xv=hqIz5I(w?N&%b$ zMKJ$n7ep488$^A1X;pB@R_}fWS^m5Z4cO<(!6tt5>(np4HNeyVvFlY3p+ zv~RqqxbM)Bea}%jq`>>OxrOCmP1#Qz!Y%YBlwE3yc?qj_iS1Vfi>M098mpZ-wRr1m zzQrzb7Eq>-;YPZKDjT;ap)j4j5b;-L6KmlL#Llt!_7NA^BNuME3GoTpF@YY8GNan? zw98fkOjys*%6H5Ibd|Hdi=XThdCZ~1(iY`G1ku&m{d$>OwpkkrtQB$=!%PvINYJ;S zkodlAC4zq+e)*!g>fQsvLkz3~M^%`en@GHgeZj%=L5otw#G$;Zx1MB4bmPXSugDgG z+t26Bu+{fBZHrbwH*>0@cw*g4=6e~xp>m>9?(U@XV#-EPY0qI4=A5^?3O~jJB{Jav zn@~fwH!!?;bu6GYS3y(s>|sG@DA=7H-dRZNJvsFS{t4 zIIvUcD;eQnbH(5M7oV@7cB|X5c-1d=r3LQ@BO%<;O=|efbJvPaCjCzgx8zdtny2iL z(^IO1TYSs=aP54;YwcJmqgcf2>vf0wd(p0q$MC?`MEo48tpe_Pt*3Zf+rA{%kNq!j z)=lnb@`HZDG?=ObuwzFaVU+hjCprCmp(BGCG=_;L9m#P|cmQLUdxUIPz}$pEqaNAW z#eyQDAJPBr0L!v^)W^!&yfXw5F+K`!g#qaagIrgu1px^_?HRj>8l9QtcmQg~blc1z z2EtkP2asheIEr+vE-3ya5p1fN*@KH3=u^Ck)H-R+4XW|90BO?;Axmtt3;}Vc0u0gg zOOdehq@0KyObVklF?aKPwPP1ScT%xpG*NwLnl1hUxvDO>xLbqOWv|Tf6(k!IopxZB z>A{sYkrS+e9(=wIX*q7j8!rLx_-Z6mCsu+r@Zb)&syFne!6;IYXHFSZkj{_+*jDa_ z47_E+{14w%bEK@hkr$~jhIog>f=#1QDN%5f_XyCc9D`rqeK-W8e;s=iv8XKH*VElZH3xpqthOgx#j-xx=W7 z?(cB@2Uk2`U$4^t_K8hE=#y!h)DoJ1)$?i`i_PP#x-*S5UdzdTcIc6JZ6RSZ34nL8 z=_XTW48@Di?BS!&1t35?B5Qo5ydZ0SpaLJvG{S!!5>zV9Ut#XN5mke<0KX@E4%FkR zMb{QqDA7N*#|E#vV<`EbztQ6vdoir%~bWZFXy=A}`Sq#kP!D6g7*-1EQgP2l`vMD>1^6LyL)5I0fK;^}u)L!#=X?v7i~f1TqL?sA{+*$) zr#ku{9EOD`;N2LeL&Y>jVxc7@s0MSGR3k5GtOELgiYZ_1;>8bhO9V) z%&Z(xXZVf4F!4&_K@NGe#Xk4Y@@sSn@-R+zAYMLXaB2=aN6#;H^Lko1E12&qIi z``6csfu_i8ed5Fq%e?#nKBSSFA@_*}T5Fr7kN(Mao2OXV$P_?l6alI34+yF11v?)a z+z=ExyyJ%Zo{@Juc*XELJ`1?VchOMv7s1Bmt}_KK7BKhvm%Z#RlDV*}ratl&=R9_B zF-l}Uvq&COM>q=3pe<$mayXd>FMFna{0GErO(%?S4Gbz7b|wisc*VjbnaoOMcVZbf z_3KbX)#djMDJcG_1yL28wiLamNR093;$~nuue->j%d|Yvo2Xw3$A3n{{x%-*Silg&r;J-`Fn(FUaDWPSp{^!%dqScoMAbz`8*MB$AU z(QJdf=0cqKg1V=i!>Zm17Wxzqb8V465SU2XX&)=*8>;iSerbF)vA-WLT`B7_%mk9y zEU-JI&NJZeT{)S3j6>+TywiYpG9wxM=Vj>L&)H7ewT@_^MdEs8;jv?KwUVLF2PHT) znA3ylw*^*u&yru!UW@dE-Cpj}bHfV@t@Na#?eZ~Ib_yTlnSWTRp^^bhBd&Di%>I%4 zm<@-?2S$K*__tEIb1axbjpc`Dn+K|YyepUjQh4X@}rb94J1IGT%O+(iaQOFd&l%-qGrTfBOT8a7FM|9k@ z%Z;yCqGyV(3Snl>5?6SnMD-E9I=d4T2@IJII{(f!_l<;^W=AuI>14Bx(*|Cm@obT)FJp-4A{3PR&bmf9bBOf^!?#>PJ0k+V zjNwdpTr_K8Gt7!dW--5{@Y2ilAY5|!*?C&LPq1)a>q8${7N@qOKX65l*evQwFwW)+ zbn35f`AsRe+yMCEILr3-^LD&i<=Z5>!_UEP&Aj-_-~kSWz-|&obxL$n$jEZSYXr!- zn>U+1cFW}fCu77_ZD1Lkl#9AQ2a$v<41`hi6`?IM34!_pE+sb(`^G09z7{>be_r}W zJ0;X3Unv&6h*Kty%QoDT55t_n3sNkl@}vb?;Oz-JV;uWb-x=%Hy>Y2-mL0~tAaln~ ze^*V|+*bGkNem|k1-(*+!J@HJ3hw?UzL(ONG`H&V$K!dYo}f)SbRl6FXV^ge!b>c{ zzKv2Ta+rv-A)Cm>4Gc4xx~VcXM_eu`Q*NX0fRyYSPI?0u0LHJX0Vyu#T3TlLjlNCy zb(jctKq_zt7kOoN_9J!?iri>kM4?T#^zg)~C(~q5%UC@VuEk~2i=)X<(-;_y=7whd zbBulg&r^5o8u<5GojYY}*T40j|M*Gay0_6RvuFJx@13S*nD2-tm|0`qfGV;pLI zEiy5Pf|kXjHL0zxKR1Yh&i4fc3wBsF=8iA##@b7rbTw(@<-)5)5I!PNuH@h!8bhDjZ8L^i&m8{9xNCsWgv6s_V@J_>M^k-Y;YVpou}QFk2NFq-A~9= z^1}LiryS0LEnuyc`=`k@Tvk`2Cx}`Zk3*1C0X+u@hy3eCvm?ah5(l0Y)HqjVg7=P~Ny4f@) z`;zSW_&q2JJ7=4^<=`mf5Mvr`-10OI3FOt)m}%%u-!rV{*>?=IgXkz~~^j%B}Y;IEg4>7`2@7QHv4VSKN?8}YLw z=j^SYep$UOI+M=FYyGlN0`v(hvB$uY<8OJ8|&g?&U7R%P2SCNqIxk;KguOj3=t&>`9TBIbNMbX2S zlQCqFR8(;pF^(w1NUTI#^^A*Z#8f{jS@JfEtV@$ztMI4XGVBGd1Vm89oRaD0(w9bBZzW_la1Pjr4suP)4aWLDC;(%zKLyWBeEykc}M zwWv7HX^Q2UDc_Yz)&DFQyXIx)Mk(=ASy1gM`!8V&KK74&?GdHfF2AaWsg@JjA!BP8 zat%=iS0BK^%7ch#njk8aK4PnE9s5KDH5(eS1 z9&;2M6R`TsGO%a%^vBurXD&MPMO&~rFMiyX6762N$Lr4gbCJw69(?-eraukWlTeRO zN(kqIJGJCEhYKA%f$Nx)%^p^QT!hFEcnv#5 z+U@;zl}NYA8~m!u%bS5AJ!&dDAFI_PCYIvgTdNlbO)qZ)tk)~t3Tf-s&K`aLP!8oQ zqpmAb%1qe8y10ymE6g$!dwF_Oh#Zd&v{uw)~8)3mkj6?&rze7kh=4 z&$uG^i5K*qVDw$iD}I@k$T8YZ74!nPq8oz3dSfqaoeFuk6?5p(10ctj{f8$xDaPH!wGS%|IN2Z{1k-#p{Ip3 ztOM{%-B4z&?n?^TPb}IISmBpkusi9M{4$zhsVksj>?IVl??f*@!9QkEsI$TAzL(!I z#6aLlRAo6U907;&MRiaq-NT~pSH-ny=rJwrX1-Q^QjaNe<5XU%f@ktz#=Ju>F0bUb zZo1J~S*(bY?{{q&;#(S$C82SK?=b3G&-J_RKuP%l)rmu&7LG6pPofG-fSk~)g_<~G zbhmDu2`&Q0k&K~pyKgcfgKMNUbjA@&t8xW9xHEsxz>nQCRiw*=p6;a1&bz0)X~@MS z3SJX2g-*#c4YVFIzF;Hypit>xZ_Z52SuBdQ90NO~Lsu zQTs-d(%9cWjDZ#lOJ@U|TFP`WG^=(*vrTVGvGMX;ZM7mP;MLwW7+4dRnm;QLNt@}6 zIU%#bUrp>^4!92`X#|rwd;JDvKDg!U5HJo$74A2Z&P%v#Hhn$q&Ur9IL;%6musoWz zJ;ZnMC}l}a#my7gm?|8h0o|z_6Fq5uW|xb1=|!7VrWeaNS%tQy-^B}pww4$~sEc@h ztq8IJYkyX=8dyA6a@!GLP|HZSqBmrByCEsbknisW1cF4tV2!}68W`L*^IsN#u=9f=-psA8eFV1MM&8^qZv3l9pf1+ zM&_iKJ!V#UJh`vAf*BsdQe_Cu=?_m|k|K1gm#Gl*1S-|vdm=ZSxre3u(;e+6`Y+Dj z2>|TZ233i*pqt5bZJ4N~S;1E6~NT+nmzfcgUbZ!4!}frdm}5z6ZJ( zgna`g_<#hJml`2FBwlaZFIuJX<{6z_&_;9plad7k5(r{)y=$U*y!z?bm+YRhDRbkH zfF*HxU4uxET$8hrFG~ahGQ>!AM>3#(RBUEjVCi99xLZ2SPy^ts*VasXETknSwxCv` z*y>OU=~l5fy11m>^QcEvTn#HG(K};SunHMQz039lM0yfW*ZO_y z1*}_D5PG+s#|x6kwnSRZNnxUFgUO=eEs=%F9o0iEij{DT*VmGV;k1X3%CCGgj0CXL zSP$w$D6q%XYdYjHEw{<*MWeAl{(TmGVs`n*NmYsdu&9YjG~#3ABkV-Rdzeum$(fSv zy^k+lzIK~ygf6Pr*YC$0#WDKPM|oWqwn4EfJx?&zptU4#5|gP(x%n!T3nb`562Sp&j-}y1$sQ!1q%P zc;)<4Y?X^B&7~y6rw1$;VjtcUais(r3ge4T9cvCEJWT|b;Rmy$-E7)T_mE*`kZDu@ z{3_yUEOh)yxq4|KYU&mX?Y)?S4fD+bC+HGR<1bH~Oto+a<1+^;t`SGFAESfO|8)l;H#3Q#^xC9*G!AH!)RPpxp2NYN@hW8HKg{$dX5WYh&ITL; zw#)&_)*{xp$bQ7{Bp}-zAXU(aJ(q|9o7&?QvCe;IuCr>Hg7n~jAyNrjIYAc|@P`+q z@lLdX(iVP!SnRzhkNCmi0_ue{XYjG_S^eLC-=oN1d4VE{0P;snBp=Y+&5`BgPWL2p z&-8Hv3r+M~a^DeJ3aoc1s0miwDcgcsIS=ID%BIfOcw^T*iW_~Dt**b`30k?qM6q2J zAb&sQs7}=S+4-LLj{8!$Rh{$wUTz8^c)OsZdn_ziQlBcq&5-~BeJ^C*^T`SDo`1it z-Sf$jK$M(ur_?hV$RYtFAHN2GJ{61B9!@@`=?=`1K4HniyyRBY`))BMbrWeN>Pf&r zHrjst_iFHZ`rqA_>sxFM|IKXwr(NhuO(sk&!8OrxfJ0jN zM!Ia{4Rp76Y5sJIu8GC{euvSnV=3D?#a_4XffC2L}e?^mU=T>B$azMGTkq>wL zN7Q@4;rKQXyH@=JfvKeXaTbVr^Y`Ge=c1a5Rz&9NU8LgGeY4m4QYp=up{#vqz{zM} zui9$Z9OxB2U;8)3t5=KbyNyt{1f_d%$Fx9c5Iv>}n>3Ac){|~*cxyP3^?rIFwj~b9 z+m$5Tt0-$wTq9lb+W87-Qwm96q2dUVf_Ma4ugRe@}I+6}Fj z3ESjps-Q=(jd?Q5Xaj%J3vTd7&c4+C5x0~nBr?BFIkn#a|AU@YziakG^ zyLup{F`W6mWQ@=nXW5d&T)%8c_%I!RkM=}kGGc&K*ITqQ@O#05tR01Nx)9q7o1OoZm1*qORY^B%A7YF1(7G< z0CFGryx1;2IWU8^_L%uy>OB$v`^82->>cf9O0hZE6YS%(cP9+S;CM0e<}m%%da_RV-t>F(iiy%H^U$f-kMkT8o9;uU zp?hKQ>K@2ZsTn&>Nx{xc0;GHBCFc$U7K^-TjAx4@R;fsu%A5NCqU?n2?+`w68$+9A zG=b@~=pg0;$okMTVGvAxe>oO{>(L?=7OFZ6$6+j6pRBTcc#e*T6YT#SX2H|MiPT<& zuu&;Q?_Nrt!@lfY&+FchT`LDlyWLZ}{t>CRDW3!uMg%m@b9T|4%Gw@sQn6ALCpX z+dEV;w=H1#IMRpou7{e9e1a!Azu*uvE*-KAEfCGwYvzu~2yg;3)9BYbB=cHmb~NXU zU%P_;1(rHUeYx9xfPA zuV{pPBbvLv$>8W}Jprn4oC^k{@_Q=J|3F&m4&rQ6J#`9X5Y>(*t->mlSaW)t-#u$s z;>k+r_A}>&1uyPufl;U4S-m(eV4KF?V^5+dhVy$ZDpGDC&(-P!BXiuCoEL4l{=Zof=Kym zsF5dFIb-x^-lY%8H0yEESN9KI<))O+$Tcd;_Bi}}?!R>12?hu);v^U|7dC^X^)EE% zNL!WVaF%e>_zw16lHU+s%RT#6|2H;WS<@7Q4yamNE8PgN4P&9MWDb0XHR-MK5!bfRys-Cse3ES&ZNXNdRjD{(ZWvCTTskUExM;ebHkn_v>T3= zCpoHAyI5S%U>SObQT1=J)TZ)#5*ruP;!CH)McvB^QU0~F4V>2r605z^&Y(8Rgx5y) z)@EP*-Q0)ko`_mAK6^%ZY2GW<%$7bhP|{4XZO9!0$7Yi)x) zo0m5r&G~UysIm;xGdB_V)W1*nHm;Jiv0^5ldcq7OnEUmiOZN^I>S?*@k7>fL&1B~+4-(M>6&o;YL zlJt=C&*~7ISDDgmByk9A))hmozsH8sr0h#-LHF6QpZ#8Ah*XdmWx|$-`5Jc$EYy?P zEW|}lPVdvF>owmu#6Q0Fnx$tPyH5|7BF&l?IJKx}yM6Sp@cN|QiKG)naEbPf6?CTK z_%DH{fET#PEl?iEZeP+fth7cvJ5wvKXV2Cn>)H zvCJU1&}NlwO5PP2Sx`ujB}S{yI|j#pe9-y%IzjIrKKoIy;Nbm|-|X1QLqyiKg-4pL ziAZqEzAVMf)gh3MU?+Ps#8!FwOvFP%2kda_W_!Ka%v6BtHV{6r$^~w}3Yrp0y@&kO z;`RT7Tl{|f0~DbH84-=QU-liy0h+&B>-c2BPQ^|Q_<5aKdJj=+Z1KxFM0&2bXkxnq zCEJj7ESK0p9ZqAl84Xt|cil$)G`gX$MJ{J*Rb5FH1^zU;Qmb_(mt7?m52RC6g9Q+n zcB;gxhIGFDrIF0CV1U2K@rI)_2d35`Scitt@eZ$96hox@XP5=lU?}A5wn9dV47a=G zZ{Fx-OXb7W(curh`tUG(VE*Fnu^Ps4tZ*hh-wW%&@zpGkSZF%HWDmB0Cb5rKo<>== zLWwM8i*gNn#%lN&;4j#frZY-OOKHDr5Ny7`towO=MC${|#TpFz4Cb~oPUtMt->nC!y60Z@NG|`E?r_1o9t^Z)% zQQ05RY3KZLs-~no=dUQYRlD7`luQsX!V~UcM$*$J@p!q-5iYW=7;1M|Xc^@*-!8*z zub!)yeB(wkmxG9x8N}KW)h}3jqA@Qv(nAyZq<-&BUZY2Dv=~tu>Y0n?!hg{a zuHS5ECiZf>y_q9vl4d$p&s#a#yw zxAigBqfA$5y~IqYU+P81hRNTxl05rWs!us*W>JJ&yCY05x)=Kn4<(=I@#Jub1k3&f zkS6coY(~t5CsXzLBCXBu?hgIjVtluT?L+p9yGKpm%xJ{ZKajCGz3UkVQ{ueYB=;2n zaJ(aBq*JMVkBUTNpBIV}$87VN@5Hu!T$S6%vk!{7^;Qmx2yeF^|L~_}V%Kj|y&Q%W zRBqoAid`?~dvWyuj9l=8pE`_T=~+eTFEyHv2{P7yodS_4%rRukGKVOWD9i&xQuan1E7~BFN)O%bp#CZQfdZ#GAvap5_fIkQ-~ZuQ&;1sO;B5X*srn)Eu45|TfObCy9qw5pPaB-q; z%|_SP8@<_X;o=0{jym%hzxer@tH-WGVM~xu05?{T`Tbbmlu-0PdltB)+)4yfn{O3U z77;PSNoH}HqhZd;sSX96743<1hY=TWt3j*EErw}@SmV;Zl>TQLC(i;cWvA8SS%AxM zl6?`PN*AAfwC?|4EZZpXEmQ-GwlwI{HrQk^xb`3ReyvK|`%>Vp6mA|v_oux{cYSd3 zJfL6)E&nyA&^yUDXF;Wz@Uw!lUmc<3N6b22F-~uJMb_cv6kf;|K5m8dY}XYpoiZ6d z<#`_WMr(0YO3U1Uk4^m)Ku6QNng&>V`G7LmOhe33pf%$WVx=N)_=Jn0H%!o z1t%sB4;uMW5WoNMb5$TX4kl=LqMF}YSCr+pFYSli`We+#PngE?FaC#X|KS-&9@gJm zjKc~_BV;nq=5H0yxQ(YjG`u)@=>o1N!af#!lfE->#V6#`788Q+a%F$e;>+1ckb@M5ZJ}y~wQE7@yUrrK&_BMJ1m# zY2(dU%&I08gM`bZ(<>UX`r$lq*QB+5pJ99Uyvc=x*6GFNLtn}ZEcsU(1MZQ(d;7;l zEiOpb2P%4#Z(h>iZhr!jC*dCxBaHhV1x6GHIYNj8f{V720koSGygO0i<;@{B^B`Gz z#6-L)RoJ>5gS~Pqfl25K>Yjn!#06q|d(5jked2wE@~-?a3WT#rLaBV$%)K#{49{m} z&Gio*9V+Vf=}`IkmZic)qWCWjf^SS``ebVbseB#m_&4feyK~lz1W$efDk3cbU#3o6 zdGE+i9-Y=HF|SL5@!pL^o-(#j9m@J%3J-24E)_QbBO(_G7Z=cbf84-3Hp>1RN-DRa zH^K$8bN7W-AaU$?=3zUW8|`l9_C4o#=A}0(?xehalS{^()-9kNM8@|*lU$+=yxuZQ zO4|DdM2M-)Z?3Eg%Jy`}W3vTmEY(_$ih1Lh_C;*uhf!X?^4V;)W3#J+8j+&{N(T+U zFALc!ZtazwtAA#`t=2%E7Mzwn4EA;ByAL76$Rk`#sC!;V1~76oDJ(nE9_YND0}LZh z#LwJk#*qUrJ9Qjmtj34Tl;Rkddux~7SfpYr~Ug?pbyS`}zh9c*~jgWb(9 zpdkrpOc75@0lFSv`_%xRi*+4BGDQocm|<*{(OuM6pQ9GoqPkc6ZGSs4yKy z#rZV*38iK|z4Q-Y!n?S+3XY=u#tgdDFimD0>L57N42@W7otGG{U$&!YpImV*`L_Vd zti4)O2kwXj^^0OuE0KbhVH=U11rFZon8Z@il1;>G0z^L_Nr-atDp2B&?;TY3`gKpLmMdITFl=qM2Kej_mU=@?`5R71>@AdxULl6xseNUO0!1V5T=n zOHt(pVQlJmiobNf3)r*=x%ki;Gt7DK^Kp20o%lx@BsfZVXF??8kS6 zuQ~s;Z>?sn&3^?xIkKHPv5Gl#&VOVd2TocPmM*vfz68CzvjNj?^(R`u5OPYc0+BKE z^YfP|)yCS@GDL<(*5G;H3$Hx`_m^2B$0Yooi9gp``l ze42w2->Dg6ulp{At$JCj)~GksSh;kR@<9gjrNkid+WE8?G@(}C=xI0TO?x2@(bRM|z z#y5WE0chb(F$LKe;<&B#e%8d4=m?(JdtjDXVt+^$i+$f~cLF(3zYLCDn++B;GnNuK zXvG;}hzTb&GF!{7|GfoV_kU7aj=3MSEYXnJf_w9QLOY?xxerz|G(6n%y=dr5#?|fS zJo9%8R@z3fmBGYH@z^;y1f8!$uW{u`uy2LOEl$I}b`qx^VhA+s)Zj`iD}}n=a!>?X zjoGJIUKm@GU|;i2&9zmdbkkK>-v5*vZ2YXAec$GK?b0MV`ArJzdo=~g+jIw?mR5}{ zLZbQ|+tI*~VM=u$f=`s&;X`+)dM_FjwY2iw?ls)fIblY11JmA^R*n4CZgNurh2 z2#@$26wb>Q(Juw%P{nyEBEfR!)!f#1FsbbFu``7BBc)j9ciD}@bdm8w&AuE-dG_ng zCazuRca+#0O2(e2L94TyY*g_bu7ZBN+%fezi718JZzRXuRF3<87{k9UL~A-T#NiVG zN2QT3><#2$bRQSf&F7NU`WG!tjNPi zSMnjJomJ-UapXOLIIde@XcYxw+Rl&N2nnCid=f*ahZ8}h#-%)8D?gqy-1UHr#Zr0w z3QnSBzA?x>GT*?NqJdx+ygs9#ce;f^q@EC4tB%{Q`-BRSe;ae2GKphxs&f{PEbtgh zaeCnPn6QG61i*BQ(DPT{jgtckO^^!ln8 zSgXjZ6Y*JNL4wPUkLs`SSV~T$?B17kl`h#Eg_MozE-dv((rDByfW|c~_pMY__m5RhGl%Gy-@QVP2lzNM%RC`%UT-7Dl zb)Vkx)F(vesBx#$IvSh}S?a_Je&S)_#H?RK8$~ic#5idzN2iwqA_v|1#370=CaDe! z2^H6w9Uj8Lfs8*!Lm?e`tvem_!6WL!O`7uF`6OrCQtzN0A4~2UC$Kg4dL~90WOzHv zZ1CSkLkul`+m6v+RA?FpEb%s0>;a363eEXGVT+Ht0pUR#R7~Y8Fl9vHw;7x zCq)N?yebb}Nwlq)-9I<#UYJvMF+2iSg*9qtoTq<*e?pbv^;M6WJo(vQ#lj2bx+cRG zKuT);$gSp+ee6z#eF^>Kd*2m$1e{!Jg#IuqQ zahA=nEanv1(OId7_bL5)gF?GC1;nSQe%B!>z}>K`W-X@t(|?lLi?O0TdVJyT<5Lyz z-;d-&U90geNiY{fGGJjZ|IO08yn;M-UjVO&3lAgJk{OyR$!5L&VxbwL#oRWR;iBcc z-b{EqB-53@rX7cmQO-D6{=Ov(^FBfsf1Pbi0*E|&H;~?GSb$LuA3J7*-tn1xCHf7rW4m{|Jeso_S!#^CnPT{RjjRi}VXZ$E8sB$V2IznA(G2wV=1k z3^;2{b=j##gIrjrE=1fLpR!q|Enfph1lN*9NsAm$pRotU(Jat1lenNhk?t}6a=$IN zS9P`rYgR3DKBKJ<6dC%yzG|Zn=*unCW|wS5Z3(AwlG{lvk6{dg9t8p17kY(^Oc)-@ z-xbZa`)xPlJ-5F2`vsO~5H;@4D<@A<7h!ZrDGD+0#rm+cKZ!@?=Pw$Px;#<3OP|;%C!He1V+&Rn(lKWVbFU_uYfj4F$o9Rd<4K2?n~M zplc{HueIdyw@>-J$J0>#v(UxI`+jRpED9VRfA~W|1kH>C?GR!?GuG1* zW)XAmW>#ME+%@m_`RJ1^9&;9QDI;lNKlRNA#2(F5UtT?MwAxD?+E`O_O+&l5u0~^= zcs5FFI`^UV1Jl8RLkxW+ik&B{F}+Wi^r;5vU4}Fs_8pW3Da}~YD{@ZuEtK>r*CLJ$ zTxUzR!V2uCZW|FtAOTcD*3VSUhWH-G?bfk!8%MrQFZ*lw!Tb4r^ZO5G#}B>QG*R7G zFPupFov?DRjT;%&npU!Wg*Mwb_hEE;Lyx$hoIGjUH#fJ^z>&_|Wk={Vpl&9@~kwzf}M&;^>r?Q)?ym zFyt?vzx`HX2#vOC1ks}D>UY%|@y=4Y2<5(2a$-)N>>UV+zSe6aL7S*+`Z}Xd1G-0C zlmkY?F>rqkmAi3=VqHLcwV_zc@PL%3zf6|&ic*bTM-K8OZ3N-@iOaD=!UeLoFD<;# z;G_))M=)JTPEcvIZK7tvpAU-+1npR)fBZ#R0t&ACEOWV#X`hX9U>z%e-_Lsbah>tN zdNMe*YyIs5CW?J^7Q}bp_5tniBS@jn5o8*c!Lp}3c6%5N|0+Mnddo@eQ7Z|5?(N28 z6MWf+6s37}#rAdmfvg}yh?2W+jCf{VbtzNKDM8Ei-pA!k6uTg!S&>D=w@dg2a58v( zK`XcLdx5m8SIQGoM|9iYxMKF!AX}ehF7J-Zw@c|@wMo$vGD8H+a~z!_%(sq47J=?z zKR**oB^sO8@Qp~En)aj!_HlSDS6EccXtxaATwbeQ@KfFh-QM-X+J?RvQ`AxB;?gT# zAIaKtDm1MMh_?0FmG;e=In7*8(z9H6i6c4&F%A_tKx$A`;tl0dN%CJb!A8Qt%&v8c z`(Ir-Hc8$GZ3bQ0dN;VewAdFWN9$EK-l0fzVMWfTVqLFJ?{R^rvPhb}hlioxA3^b4 zZ&7LCrJrn;L#WJzFePo&EMu?sp7bMKYM(CDKXZeM$};4GYeB8WJ){og z>?=Z7jPr=8p5I)tj#?44C#7M|RrC!~8rXIHW*ER4$^qLde%%JUiLzgK(LImsZn z^qzcDzsEwOP`AwjqzZHNQC!!>0zn)Ywa=#NkZv8QA?^J5C>RB{o`O>7^=?$*(jsm1YD~P z1sy1%w>ra!FYyn~T3h`e&<&!8X`Of7peU6GFZ zz|$|~?;ELSd{KKpWSPe40^A9niBGFs07ctw-w7U=uH6%43I+}vU*pYK-9o8c(DQR%=C)(VMN5vu{ zY5$vt2wDc|hO{Yij#hs8j1Uz6!Q&+>e=9i3Wo9xsali9sM)3|MU^{|upz1m&1J>ao zyAi=>I1MvG6>*>@Xa+}dzQ0b*fVKTE{_PI||CH-_SoZ_@RFE6YcLe|6kiSevIcj_> zVqixo`IvfhD*u!NFhtd?`qc>yQ{Im~0!S)b5_3)Q@m#od#+?Hx^k@S3*`i^~{jv9$ z!Hy&OHitd2UgyP_z}0$W*CP@N`;D|E(DVrG{4sOqqS;!)-0>pluUbOyfYk30iWfZn z#Ycx03Z7MY!4i4Pdu0CGkCgROE+WYVb@i9kUHh!pn@ZCI{6`In7fUO?yy*An*nwP= zMOB2{uZd7_+E)`*lN1uVO1_;;SRnm$+~+CzmQT@{C+eE7lL!)n3x0+=?91gcbAMWa zUq_5jM)7D`{AphOLo%bd^^-7g@HnJuACtiy{=fZM8cSF6|J%Qsx_F(;jux}L7UB_> zppk313)O!G`*U8@DqY@gz{r{RD$%tSYPtdk#i*$)wJor6wie<5#ML|V#$iOIKn|A6 z6st-cSxPz1{S zRaEU!)}C4=R4Q5QjQ)Owp1tbF6Jv^K_J{SI`Qq-E6?{LDdPOl(hc(aX<~(HCRN)jT zh0Zz$1QmQ;i-K1~Xut0A4P#)1H^E33OxUy6@+?8XM*l#|c^Va0cAty^t4ym>_@4Ta z_h=zcL3!eSYv25!@fO>qYZ9S&%HmC`^5=-tPyu2$KP{e8a@g=Ab;F*5bwdW)u z_hJ~nGeiekBhm1iq>#zqkinc}s)zVjZy1?tNU8W<{`ID*dRCZJ7P$At^f8z#jzYwV z)K`MD=0I@w`V|*tkJR$4OdprZ7b!tL0lA-g0Q1FiDs=QIa5xSgW!dxb`%}QRvG^+a zU{DO<0>KWcsD~*ow|`sn0S947;cCB`*vS1K@z*_mo7?AS>FzQf-GD=`oZ4L&Kv2qk zfij>rG4kP7mFf}Q)GsmQF`Uj_SgmQE*D2`5BcA+`b0!>B)X5#=5len|z&s|s=Xp?= z)XsoAok3=_-v`>Wu$4u41$q| zzRi%S8{ox#R@T1X$j845mCZS`Xx$e6<50qk%w2d&+3AHnn7E-8sdLPI9KnYRygh(Q zJuR0=Y`(T{HK*!CaqmX(&6_xpK+7sqMJmNmHF+m3aJauv?+ydrz*yX22Nw!ND9`P} zwM-_;ZEsc64$!f6^rQkRf9mo-6pdb>peZrMEeF%wLouTY~OA~#g?2CxXy0KJ#oaR1ZlP~03jOKk|L@R~a>Joy>p)MDIV#F#n@^ihr8V3AM9W$E;bQLXeyqWxskZQAQqMmwG!`oSP42Ix z|1jcnCSMb4!=s*aB2QU_t8;S}pZS>e)29tInCpT$TY0|FYbg2#4Iq|DO6dKSZkg)8 zdbS}a(QCjgzfRZwdZ_Jyds83ltAgfzUFz3w#g?l6u;lge^Vz>AP(%_l386##Gcpbi z%V0KzB#hF9rMOpIdJLIso@%bhY`d$|_p89ZR?LG30jt_6SIm<6Ez)#Xb${vPoF|Bt zf}oWm=9>UqKsBLKCeG$1)ENT7QXDPiBl#+zWAwP}orV@dV%(P9-S~I>((gG=7)@qM z^MS|RsPo{>=DnwFmpH2QN|{EZ7B<+%s#sVy9zIcAGs(+`PO>)1eO`=l)jOQfRF&k& zQab7{*O_ie++v)K#_nG58JV5;Jlku31D`n>%4Dt@1x~RiPMZyiG$AfL$*TF;sGi>C zcpw*H)Oyr%oUq5aLENJCabhuWnTg+WoARHgOv&AUAzre`J;znMVvuY)6*x?#T=<=j zZ42^}+VGdHjsK1_Z+i|l-WS3Kz*to|7P84l&hTG2`!K-bO=ho=vX$bpz>L+qUQIZ| zlJ#(m+0d~2fpi2#>(Sn)$nE`@Zrtp<$&e2d`UO8ig#4S51-7Pqcnd;jB-vn{v?bUt z1!Sgs8FV)rhhzWtGKk~e|9Eze1Fo;o0aED|AH&HkibFP=l^|&x(JEE!&O0MpVw5Ny zwAzZUAMk!GcuP|!+HX((T{3L!=#fAx>(hMW&Up+vlBSd-)G%>(!0D~$*2q%St*+3e zcW48}gB8ml_EAg@E&B0goI(;^(SPGRR(_4-{K6WqsLBtHo3UpBC4NY-re=@K9K7dp zI#_jTC^FyE z=!ae?jcEb$&YY=D(T(0*N?6>l7=5q8G@u9@FMc>i-)dmf2UlTS$E8ib4fEI}xbp(C z#TZ3;%rrtRqroM%%=&e(@D}u*$$)wakAbHj6Ov3WC3(t<<(Un zy+vP{C89HJjRWA3DzxzJ?IDjVBN z>8S3Y)@)VY?S7(7JdEnws2kT%Qh`cmPUQaaW|Jc5gi1!zfCO>N*5VYYIIo)t1~KpE z>_54yNA5)GU~ZDHjYX;7s_&mCK31?6V$3*&d1R- zEo4KA%Hv|&E>z`3!0bNoqwb60q`}Ao4GX+KF8_;RVGWSO$z#YAS}NrJH%sP;0Wixn z;V+Ms^6o<4doXlH1qdIlGM9Zwl#84JCfE3u7t~s>wC&0kC8Sl&oDINEf4XuaL&utj z3zV@yBNcpSMA#=h2h*%kmmJpO>-Lk^l6;kF`%l$cMJq2;xH=Gj1GRRHEu_WG-o;-% zK@?QBo%8amvyXXf1fKP>*rl6?_(Bmk7j51R8XFMzQAE_cD4(=qk!B~`Q5LGxW}gI9ru z7WYd1QKb2UDW`|G?F4_+n~nuT&Z`8GA1Bp=x%qSj4M)oFS|g&;u;*I#CLhrS6Cf_q znl%m)-z=8|%_mj6hivwIT@*y$cEc-~S1hOM_^_7;95GNBb?TljeTH9sLSj?Bz~$=4 zs9jl(Eg(#Q7Ysz3GwCe4D#u7`TgkU=h4yoJK2Nn6n;Ns8lv}tU=IKx0u5myaU<8D>TMsLLjXRREguiPat1#HN8K@A!4Bv{AHq}FK^rJw=}-sR^$a~%1HBU zv&}tQh>Eh^wv)1t@v*eCsfAbmvXE1A3qAp??~^Iv_PP~o^;APVE)x2s*xOH{)RYc% z+}cFEHl`mkQUeHIWfiY1H7bJmZ0j?!N^dAzJP=>j;Zwi= zXh_QDBvHjsuu@W^L}K&}I7sT`RGCjN(4a-R8)oy7KG&zboPRwZCxAw-AyZhy&Nv6B zef-nOCY$p-dJva1en4PTx>EuysCG_V;*CnR=FR8a4zHII=YzTa&gT~f{B5P8WQDK` zp!%b#qK4gqFEfqj>UHU--`;_{i7v#bGqYsP%!k z!Z1jrc6(P4m}JtOTi({^yc0hmUwuk1ruJ?L1PMy)50 z?Xp`E!VKhNkqPRC5Sv;(j7r^MI9?mCXqz*u!-=YYk%PHIlraswvQXszgbYP4K&4Qg zJ0UxSjear??)yRKpDcXj@0&Q}q#AB4J1%r9APZml%d$c7OeClp>+yy-+6$8&zdlc! zUS6Mu^aX0gK5@$wNf;Cv^5G@a*7ednPGZtfF7Bm?hXFlaeX?d0$ON?jx1KOL9zFnL;!$oExxn(VuiyhP}qc4;;+nvQYySBmUT-%l+wu|uXjImjl*BXgh zacr=xp5swu7yO)}OgCg%{x04Se$AHEwsmMp_lFGwV%q{?2P(D))tCYjZMPF_6ys)U z>cVM~q{>gHYmc_eQ4Q%Q-?#73i>_4hC@@SKMpT@t4{{w@c5|QsH3>U{>E^FcSmuxm z4Gp6^ObUC1vkkCKEbc#5d85%MVHG%kIBK>p#g13vd+EU5vF5HtMz6iNT;IUD)A){6 zp{TkJ1`IGs>j|$iAQ>FE9vt~}G@>999tAZTsc5Q52y`VBMKqF%z>S#D59k|7?JMq^ z?Y~eKBrFnk0x)X?Jdh7Fs=|m(0xp{HvH)+<+^v3TyY>?45&birh=qms@yBq;t(3Sa zIWLF)E5})uPE9KA^3J~*eKh_(9Ci87s1Xw8BdGzwTDpPA1rA;uErlZ&QNy8TyI{(K z*u|gj^@*N8!dHO75>5H1Th7nRI9?F{ZJ}b%H?5R1mywXrvEaSme&>qtc2lISnL4q( zxlp=upb74iYb)QKVY9;kCb9Y05axtKfy_eR*kV$#B2x*XI`_@QD_99zJ?*RQ?}#;>-a z2_feW@y0BOTRb9@$se#m?9j&9iC`R8cqT{r%VJVIT7>Pu%4cbldZN2PV9{2d;Dya; z+SjLYt!|wn^ohY0lQIa(;)=x3#M)}w&oI;xzA&d%ShBL2f*qj$!RS|+B6-q`5ytd?MBmS=iDzBnqk;B#co#4YeE=c zEh`113fTR(0Vhx#xlD4op3oNxWw?K1+8~ASF@>UMxTPYvfw|VMW2GQP5j~gN>c>CY ziIbIP0Vy=OA|>O35M2;zOZn#a#o6bJN*zlqXpZlmdfmOGdsSx49#9RQhv7Oo`{2;3 z@3_VECQEy?;b$9R4iB%yq~!T0>_&gI!LIn@);=q*WG`&hK|e$PziGoyMWN{L!3mc} z4HKiTF}eEy&}~xuydCnk&CHq*LkH_@VyElsPiD;DG~1&>jEf1e!0K>kd<=RFzDcpb zKcW5i&CEQL(&s`PjH8Hfj;vo$P^Bl~yGJV6cIiN6gcRNwZ6{wQZ`y4V24HvwHWl6PPoMp!7W!WluO(~p*Z5GE6CI?_n-7)&Pf*Ltku}9xVgmpaZ%s9WoT&NPp7|y6F zkiL~wo6?zgKBcFl>JmJuaUS+f)ir(=S(F2ria!Rl(jpPMcdL;Vn4EqT8pl&<%lI8i z6awH3TZtRO^ZvAbG8L$itc?Hcf(@~SnBc+6Zn!dLFG;_-RYJt8tn@ch1;0AT)YI#iR|jc<%jyc4xhba;{bE7P!qEi*oSHYDk=6GU+>G1yL$~MVi_<9wA-I9{0k_lu*p^dO zV!ha}BEYOzN>EF=xycK&Ko6J`En`sIaV|oSdh*ka5UYHvEmS!jHtS0nN0*YZf<28n z>=rW=H!_EruCAagv=v6#Vq5_#Ai3D{m5ny8)B^^1o=bw|IrQ1kY@R1=M}rhOwAqG! zY1Myai5`kCH^%OpZLVbn!j-Pv`086H)y-h_O2>bar|qBIw4llAOY(7oW@VmyI+O|g za!~rxL@*|;s5HaMqZF6?`1RS2(agwIIyEMYC9C6CdKShNjRIG|BX%6~Pj^m+7ig6c zF?a1@-x@kIV+ImzF?TB!5*@xU4cF$-V2$ghJn!(->HE-9EzcI(SpM_UZ}Y+F?6#*U zlX6L*Zb4l5Zd+wJm=8!T|9G-4I#vh$d9a$gxB{}L6uq+8LQhnxLU-$t`*$y7=+H8s z#V}?*IP7gd1m)tRjQh#I8h;e*J@D!AQ*U1kjfeFDQ_%cS2MHZQvE}>l;ajTuguSVh zhFcF>LZ=`!i*ECa{eOqKpH}~Zw`l79QdXfZ3vdzjdpXdfmx&$4u&y?@njLcT+OF^W zq|o$9Z_7nckP-p8jHx~|M@L=0TF^kuLeh&{dM5i9Q;VmqV1Mq1p2isLD2ggJ0+0%) z-R;n1>S-&oQ_FJ<0%IJ1Has1oemDXs=&Yg;%QJB|uY%^CT0arB9lb}@p&C>J_7KI4 zgkLy^c$21)Gj&p}-wKYYtI!2dH=O@)C*n*rfARyGzV4~B>;+GyDSW!6%Io(b!rIHk zk63QkFa9k7slqaPd~@+6&AUlxFLE+V?J=K%rSF3PLi;U8Wk{|)b^_PidX1&ZKV~I; z>cAt@+jfmya|Mcj%S0ener$6~0LsiQlN4gU2nu6DxFc-DJWS7anhf9GFS*h+>;ow& zHuqQTOV0X+7oS$HNtQQB?OWK`J;mVn5#Lwx*gpdB)xjt;r`oA*cnsf1g z;VG4Bg$g4Cbqqzs4{L8$HSH@UY(J{v z2Qt=_F+^0P{cIJdTkany_K}QqUNy6xO%z#EIgZeXxn{vMIVW77!ZErh zPw1U(d$Wms_W=^3bD$LXoCm>28BROi;r}!@$F621WT*e5hmLm&X@u#|KY_$l{9R7R z*%QDT*#^^1dyaLNN7fw@N|)A_{7rlAzb(=1uP7AxNiBhuy_SX@YhnwJen<;vaO1fz z=P;1z8hSSu2Fmd4d35^jTBw72cf&Cj#WNQhY~X)$Ab1zc=(qDfUD)?-6N}>i(aR^! zHg1FOmOTD4s$b-E<@UGjpCQZHn}POYQo$jYxF|4^x#erb) zXE?hc0Hca&EV||bN$DMhrr}yHALUz$`m0~NdT&VO92TQ9j7Gk$kNZ4zBA_4RXkMRk zgxra1+=sEXJ0niF9k=C25BGX-3|shp+Tqt>;j3h*I^h*l+YR~hqwF>OqA?)xR)+y0 zrDW0cXi{-CL7#r^N~{d^^M5WhhBJK_=~~PA+}o~nFv_h~<{EKwUNymhf!r@vEF-*y z;|mA#>5hDxm^wpse5jSuTRKuaWP9i7>6_76PaMLgdGxIjV76ApJ`q&^lf0n_A6$sT zT;h!Bam8)o7nw;T{&x-fUgZ)tohTch=N z&AOV!{)p6Vh8l&b7+hJ-ZP|wTqa;>mua%s)u{>5t>Z7L9w(aO5Z~_-A(88#n?EJk{ z_fJvJNa6`^z4%e#Q7_oM&1SLjZDB1JZpxU5qOon<8gfHc@6`z8`P)t!Vrd1O03(fV zt4AzpaL_aWuF1s!?A$8WKCSW*&fIWfpwPm02M(>{5Vb=t1OdsauLKdsiO{S-{CcZf zN+RS6lsE6`P}yz8;Ij&CLi2AhAPDjaXIgwwYOBG?#na}ap*A7hT1$Ybz4VoN!}ydR z!=IG5F$21(@H_bVIwrfdUDJ4&_E)mxCf54Yn$VXmWbFG8Lm>Y3L#N~nFS(JrXw)>4R~Xrf@@ zgJM#+iSWZ$;01m&M@$R}rSE2U^*%c#KNJ}AG(@(p7(D+uq^`uEoFS|U{~Ca@!t^e_ zP&Ko}wF@nRSb!>E2mvpcBxbP_c^*f$s*uZ~)qP5*Ybeq2KmA)0b48SFb~8QkPKM!Vs`)r+;rJbQIN|s<^Y^YgXs>rZlXuU2Zn}lQ z@vWX>R<%n>@(^O=tEaYvy3CesI6;0!zoxW0%93q(-~PN83nG6L)=(eo)Ou;Ev<(w6 z40lhx;jj&MIGYw!EavKWI5R<;SugVW9KNKQ-RDW3*fjQb_YO2!Erd=YFo{KU_tTO& zh1!X4o(%1lQP%Sw-9{Wo41yxd&R)2-pmu1}jbun;`ync7ncC42){T_@--g#RXlODr z>UTo}t=MuBCac5bMc)!w5#BU$8LN-m_WQ$!I>x`QG5&-fC^rp^l)o0Qo_GyahLZX% zrN47*@}?`@71|epC4aMTqI_j5jC;#j-?ObofkGlVg`ojFbU9YhlNdS{y{9^E@oWty zE#sclm=H0f6kZjOS30#Rdr!q4oykdbbaTa%^M*ZsZE*7CITzU@+2+OlXY53aZP=8E z1x?ytZh9&d^VB8o$d7~10PEfy+kEjoq+U*o+iWiE9>20Ev@|B{!4BNS4OM`fo%_D^ z1@)XLZ1O`mTG|2QC!IezidAm>AxDQk#4z26f-BmKL10nk*c45P$7#jRBnk}lVgo!8 zj6k`#uCQ#MYmO;0d_|}S-*++dRDlpEh|9eNz?DdIOPYn|gmoT(>e18Pvr7Z=Y=*C@ z{z}c9@ak$@1Q9VD+G78hd1PiZ0f5>KBN`{~axicQ4IB594jN-}4}j?v;%t0VhHjKwbO!y1j3xFES#|>?7lk{)u&877wfOJAo=?& zC2CHY6bGN43l5Z@uUy6C;%+Pm`vIhLfDPrhFHSCkO;OAuZ-0nrJ6L-^I#MtP^q%f~0jxF<8=cP+j=p3t^JJ$OJJgZB05O_N z`3y5yV375Ku`l%P2xR^Pz2vz}_6#|HhzkV&$UDrL10dT_T+D38wf8AUEppgRz`0|IQNKN=WR{nM6mk{sg0R&_Bt`TLB23I*0d!|o{E>IvD+@=%FhZ5?> zk~#1~&%}^2&6?fW1oK@&G^8B5=S-_{o#;xz7cy$&?w_0XK3Ww>;Z*$AH4SOu=vQC# zm}S?pN*i=6d5K%W7p0e8Y&rCSj4}cf7ZuzP(CZUQD+zyzmkFESFS>mRv!P zAI)*We;;giHA3Iglbk{Nz-O*UNot}<-u5Feo3XJpm2VCHDj-KLZjWwHq%UsKafTiE z15daoO`~K|HX{Zdji-wIsJ&j3s{(IN?yVr^=sx$9EDOpOz*90&2OkpNnGP({6%-)9 z=lJ{DNvs~rA4C|+(FptM?1h>5%d9mD3^*{% z6|={M<}qE&ir?KX401WCE_gvkfkeXQ2?Nl%YHK94#{7kRR>y}e)gs!~N9 zrEPAs!hha~fdMLU%2Y7?r~eYKYuib2B!qNap4X<`zaI%DWlzc}^ zBxE#aL(SJuM-}0|$tLmKX?xa9&G3N=r0Mw1{_G&3=hILr2v!FjqTCv6k05&a1PZh+ ze=|7tn#Hs4l9YYPHt)!i29MDa|K_ySY&UmGsTo!fvoB70Vg^y_$M3^lP70Ul^E0g@ z_2xJ4!qw=LQoofi2YBl|lZVgPQ4i@PW}4@cm5+jwHzc-rRa;|pU8z`FNL2X`qDiDF zo_A$s4eDi|PGH8?+ug+)O4dL=)AgZh-*5DN;DQ7tdsP1r{Bz zjxnF)-gxiP514_16zCkYyvy$QBT&_m`qZk3Z)!}EXk>1`3GcC-S+=o4821CWI|1`q zcijM$N%Ugx!vC;`X*qcA>HkUDKdFW*OU(a`Em{b4$I+aV=d7CEnN}z&|l|r%&0=wP^v1&N~$n9@J2bWfd09nJX~} zv*V31lN{7EdSi!1`|r&~405el(j;vNmu_)4vqI)uWn`3~KCe^q(DBX&(ip&!$;wkZ zwxWDU8bHA{OM0dbI#XxEP|U6tpK$3oeQ!C&w?de+))z$qWgO{NVpWc!z?peNpwJro z?GIrWMz?(gej}EDiH#P@R}AwOd}hD?7iIwcSqHOcxTAe86Hty0#G)sqUrEXVT!5kzD=qX>R|{wEMfB_O5)}YygX{ATDaE#XW!$ z!!FPf`e9p!Dh%MG5;0%x1GXVfCKv@e*J1+D0BrqI$D=h$SF&osPU^i8Jjr;6*4R%J z(Vu8jJZPOR))$0ng37Z3%Tt7GkFijU(T^g12R6#)z~wCCDBWw<@3D6+aun|t75rCE zCqTyTIc^sy9TT&!p8PgjkE9Ow(LJ+kL>~zP%xrTw&@$6&`zXEA?6IFhn>Zoybm30- z@#lXIpI#YNj22-nevb@6{^bqHO{Ly=;XD=gD3$aqdQdX`8xwQ7We%tI(bQM>F)7sG zb5$X#Cm5Pn5krYCbSEbyZa3XL{^bS)9!FP|p*^X1?cWPGDi}Jf<@*x!O6aT!8q&_8 zIHUM!>0P~Uz{R%5ua{eUAj%lu&oKv`@~tX?JfAY7efeaXyHHz{6Tdkm(U>?WzCS=8 z-e>|rsTYi<-`x7wbsOyrZVybm#(U>r`XIP>oXRBty`k}!;NW!8)I!4xIfaFae?(xJ z2r=%DM>!=4mZbLj>jcE}7xS%u^zx&4uoBx*atDanXZS0rgA`tI2V}wz!pHOQG9x6w zkpGTz;V&~K&oJal8(S<5S=M|peW~M$=9v@us{~c}=t_ZKYP1X{{dgeW$}c4X71yx$ z>VM|kwib`JgRb61UuLvpfyOrhQH#Yg$R+xnU^{VCZ0h=!+-t<12XvaNZB zB?P3@T3ZI)YD9p0G2&QE%;&(T-OwnrAdqtFbQv_^j*P*bfK~IBI#6jwu?Nh(ngzE{ z-{awAeE`cAeJ(wfmeEk9MZ1o_p@Q_yI&Li@&@}AOZS=lnN3?XsM(h)66{8f)D_esMxfQ zD+&)loowqt+N}|NinI(S-I1i>wb2OwcG6+({QlV5Mua~l+Ar;VAZN`o(A!(Bx&Vo# zQE*SdOEFiS5dLmsqVru2A^T=Vpl<=I1u~pLtiIF9gX+OP`%4Z1*;TeLaLp08wGDAB zA8?f{xfuk$(^kwekMC~NDcrhc06M*;A{_pqOy?yBnzK>KLR2XLcRii5ZuUP+LfI93 z#XyoAfu$uB7)bVrh_v`oHm^lF)mZ-GVMScl31zdO6~lmgd&=S zu#k=POK3YOw4n@nP!};SgNu^Xo6G7r{Sjn_7x`Stk(w&x!7091>cP2$Ftc7)ijN^U zeU9eExJNuv3vC~5RWR!>4X6<3yYeevF8W81unovU^?<9VeoQL5?m)E+=-wKai6$ys zsnN-EJ?~IeD?d<;kUfZy`^i{5S6`==#7dn}KpIa>5~LA&?)ZF)3Z9ig$;4VJGq)LZ zC?qJXmdG8-+V^6?3GSR(4>Qo+`Y$?O^pj@Vsva;)CjG5Rj56$)kg0kSkPIp_%>4A` zRp!&@47Sr@v76UA+hU(HT2>qq?w`X;FmiyB|~m`z0yWdOAQpqtmVP_OGV%((lqb=+0dkuwwpUG;;N*C zKTUapQ9K>Mez-zc7_}yt zOuu08Kw1KVz#9Ov4&xj+jPi7 z%@=kx0%IZhURPzz({d0Ue_kcwkO;6H@x>SLhdm6E{%TF)-0s35I(}l#lnWY+TaCcv zffS6MC$&JSjiqbav%O^o;b#{37{-*6MHoHqg^rLci54(kUWpW8b`q2`e%S>;9G9L?2*uFX)b7$L%9NoGt+cExd()swd)5Ukd zk30_A1ansUsry7v`xuGjg^3`<)j1TCx(@vL=Q)z8exV&ogNQoD5>zA1&$MR>KM_Gg zfJ9X?eRA~Z?|Ot4Acg9hZ41NbfpXy^#Ur!2X5nKKA!+sGT_9fy<6!^?xxzxGM~yht z%sdb3-bGotZeq@&@@%RiZnobd#KtQno!m45t&IYA9BnV z@%cHf)y}NY*)A#_7xA8Mb0kmkP~7jcvP;QlxMg#sV;YPR&W|5UKX=)9XHUpHgH$+p z#)4ETL+7vfxhGHd0==%{E4ReVOY}io=MLXEh@isTzn@6`axqZi=_8!8xFQcNfJ&C6-qxa0Xvt{@9%14H&&v-wRQ zAM~$XqsrNZ!*P{WQl~rVDH6&_bU;=2?Prjeb_Uh1&~_E&z$3CbKI%QaI}AVin1#9N z+v&FzFn}IV)r1FTe0BK%EF%l>i7FK5IXBH4G}3BV2d4M07&bm|)Raz;4GSuf5)}f| z7&AZJD^9xoiHhi7F$%0U#>k+_=~|NyL`_eB zuM{&xwMmh&iB48?-<{f@iq22if*B8|%UjBeMivR1ilij{lMzL<|0mn96^PnhIoM+K zB0e9mJkf^qv3%e7{w98N=PEa#Nl@Sa3u6sY>mePXRSPO$n07=%Xw}++`nQgyu+>nq zZPiEMi^VrO6pscU_ZF&vyi^8e>lWLKW|L#U^Lao9-9uUQMTh+Z7S%w}n`}1fpYC{O zb|P`EF#10c3oXa_L>ZO3nu7}Bk(P)!y{Q+1O0~av6#)m`WCI8}dReqtg_(<8xXk2& z;$?LC<%j4mTEqnWQYEz3KQ?b8=rO|a`(ArBn!YM9qZ`{6iDZe2cU))y{f*D1%-D-yFp>*^GaG(TL z7K`n$BuHRHQT1LXhKez`s{seVUeKmKOI#GHm|f&HR`(dvw)hAnZ3i92cWKqb$KsUO z|Njw`rLz`;3Qd%%Y!ZXCyfB8LcY@&@{NcDiAmxzG_SY{YpF^b$RiZEx$Hu-Y5m@0#F+ZO7$l=9(5B;Ed?rk*M}hqn94wuo++WfPDtWb{NWRhK~{} zR0&=Su$MRdacVW|D?k$%2PKshdU#Bre3gRm{Z%dJhr3$tt8(*2#Qu{q`>M2j0`T(w z9>9_uEKf|UkB9>l@?Z|078d1kvy)bP5Rn=~8EiN@g;AAQ2DkSr9`-~S6(`qc1tSmbN-pq#Nnh`z zJwZ_ocoY#8KeQrO++Uc*Ip2DhxFH0-6Ee+19?wZUbrf1k*yI(BC}s+$Lf|g%%sd`j zrqg;PBXPqvEn5+Uj(>h%P38OI17^VIt9e0p9yN!3ZW0aB_pjH5Rl21<>imhdWp^4m zQHIPtw9mV3twtI$SO{?d9kZzuuj9aj0_fwg&d_wLl5CHhkd*hlNJ#cKg$@=r7{;bK zY<49sUkj)5vkfhI02i4xf5TO#~N5}U9N~&tXyjudq`FpXE(2uMUxALG!grcM29khqCb6s_~M?| zy<`p=yfk#1t#)d*rqNf_CYBc))2JGq%tmB~7BOoGouks4VCQ9-)-Y26x@wp>b2f0) zy;44P?s0e>#s7W8yJe}L-cG9;^#j3i@zPWjz7gZwsXGu3>)ixA z1v4#X9CCx>M#fkabOoKpOSG}*VvHgRMs2rZ)r<8a#NZ6^TQ}k7{9k}yzdH8NfCE)f zJ&kkgC7MVkzf*gWc7cLfJ*0*Ym#CgOJ8k)qBfQ8dHAkD`G;O56Iy}4j-CU{D&g&~- zU^U=E8#r-*8j!d;R%9k!4uv<7Dt=$>Yrr-kmjQHI#xI;jZd*;DVBZsksy?HcJWn}) z$R0~jAS%#ercAkDXwxSJA^Q%I6{v?eva!s$wwZFsb+XC;ZlCNzPO9=Lq;l{&((j?q znJN$VfnWVL;5R{>#5)Bn)A`66uY`GMz zGH_>XI%M4^Kkw^!)=>{~Zk-ZKGG@fAF`Ato1=fCL@-SPWEMpfb`x?71+;rKq@_y_} zpyeqLOE;Air2Unpf5FV0Xu2i4<2p#7Xd*W?L&yXM(xCM2%{CP&LIf?VO;X%eu_X1N z+Oc`sh0l9AO*y)>%k1tN-`{Vk0xULh_Y5;s`zm38EtIu)z}}8+@zk1|!4d={8@=+I>+6JQ5l3tJpvBQ3j`n$Wm)X<(!}*&`NuTj2WZ~m( zAD=MvQkjs+SH5V|;-;-0Y-xVF)vW~M6DEJ65J@m2G}kifrDWf47_JoI=^=Rpzmf=^ zA=$eOMqCpU6d?XTp58Jp%J2LBCWh|rZV(XZX6Wut0YSQ?OX(Pg?(US77#eA$LmKIl z4k-cum!I$NzMrkxa|Q-paLsl0S^K>{wX|7-17m>wNN)fuUG_44=oWo}cnXaBK@nBa z;{hG6#<<`3{s$Z-L2pqr&mpZ$vFxl#cR^SL$E58x>i%^^%!AgC-zZ;l{vuj#6OS9S zGWk;{pHEe%{Is;|gPWPX&I$ZzzIcg^Slel`l;}&H;+jqZkLVW_k(-%;ADOh(qt!QHjug{*lW&jT?_s25I*ydob$S+Wq*-*+HEb*WK%{kQGG{v_)sln3_2kJ$d; zg6Co|pj3`+`iAe2R^m8}Etm9ZX~6FV_`F}ODo|eGdA^si9&QX8prZjtVg3I_J*oeS z%rsyqY9f_0O~a_dv=DS8t|fkHm!U$myuo@!!YVnwK%$aZwCt2Y-~sg)vExYw;N%9W z?eH0&WO#$RVyOIbK+R^e?8>60JZ;uZ49C?NBrL6+%e_Et1moRQc|cYJA zigpDV4}^dqOquu*`M<0>+7uIZi*6^HeiY?{#QIlV15N=NcZkkc6fkz{Q78L9Q(*7j z^A8YjyH)JncDGhx?C+ARmKol?oF+ensJiAe8l6NF?goysI6d~7bKfUl4}gDjYVVEZ zNm$ViML+KcyVdT+EEq#^`!z`J%$&6Dmj$N&!dgiO{0>bKR z$6az+oh=(qSJ^Oe8wk%{^SW*F>cAU}wY@;ytfnp` zuUDGpk=Ix8`L?ip+r(BWwi`U7E7L{H`NrPbTdm}C%j^(J;yp-icAtCVtaf9{R*t4p($)NizlF}XiUtrXjwH^_EH?Nb6P zoa{xXXb)n7CP}R{+nmnHcEua2iRgf!y6P}+ceSD$!%*s&x>u+eO4w%;(ISo1@3mOS4x1^z*r|r54 zD4YmDBdJl`E&*lmyKcC0y7#u=NPwjot9Gf%Y5>-ixglD#?vV%VJn2`skSSF~uU}xg zccB}wx|2g2le_#BjN+#`?oTh*p3{OtwF_q3Q{?IVKiRFC$X#y6Nx9oK5>ZBKp)Lyi z9Ks_(rHUDIx0Jel*hTC-RQcXm0SO1RcY5>|lO9;$2%Qv~f4J=?j`FZhl1rPInLX7- zT-`EhJlTq>oTG(GMX{BqS1P3{i($7+INvp-|DmyI&j%%=6#tR2ce^xG@tJ0AXzt9k z*AsZ6i&H-=pC^g2I#?GCTr^tvPrn!{PC~4QFTYH)@#4I&;WH7%RD6m>&y7WyG0yf@ ze1-ZH%Q6#lx1(K9|DOD#)Z2__j{2eZ%S<7@!rbAcBe>wm-rrfzaDDus!N(qRCV5`g z`3Ezmhp~p>zm)D~b}?YUN|@&RhwEUn} z-+?*{?uS*{LxT02nAq@#7WT`je$3i}Bs%KFDl8LqWK!QHLLWseynZ*TVdmiwZ^Np- zOB>`z>!`owZ=*=5iQ@XxxZ$;k@Q65X*b^%PWi-36*|r}V2i<MMO=iSZtqqn>t@P_EL{;`NVu7uA}TO9L{@v*NJhd(dyV4ugxyTB+;c1955SXhlEf zRV-%Wpq4@4gtM~pDi-{tH<`N>XVxxdYbFU0MAthB`EkQJ<*{z>qMuYb4Rn8r8Er9% zpMR{tW170`@P7*1QvO}h`Xh>lqadmvnB$jc-j_`g)U~GJ3H_8KF*;Iagh1$;y`Q>i%%$M7!R0Ze`CSEM2Kc9>v zr!Pg`Sx*T>4aJP@4MgM!xmmnS3%R%DMEm@tSZx;OQ#a*e*+$6dOEWC`x!(}9QTD-9 zaSV|zTt0Rz&$4$CQJs`Y*_j%;NxWA1;EonL6zg4_@i;)rWMlUQW;#{xmI87VCIcL$ zd6ruRi*i%A|0I06(+jo13%HbB(U9e=9|IM~li;)AEEka8vi(KQ4J)B0ED_~YGXss=@BozSK7Ke3O3IM(k=S`a{ zDYB(hyxGdzdzxJji`Q=(cn=B9(*#JmTcBIG$c&W^Sp6z-kC!B*-?nXrUU3EkoC%0Z z)bX?+-B3IrkAsh=NeTz!Pvz@jcCFY!IL1#)E+CZy9-JVo|0D#%1w-ZU!>cT^Gp24D z&^^BU0G~t!m#wpZ z%nGA*o3PD{JHzLV@*#)~#+$cN(4EwYiGJ1r$2Oh{Wfp>%T-v`JiVtUBqx zTh2lalCS~U*d%TZkph1^r8`)xprhnuZ;(FopI#!g-Pva$$2p?}7D&2o}dH zy9Vp_HcqYNR4i_+H66ilW4LRy(xOYRiV zitQH?%G6Mj{+hcj;-kJ}RzF#!<}OS4XNF%#*U^thM~}$g=_=F$W%WIEP(`YV=b0qv z0k;syt4a%+WN@s@-J#P}sRQ*-=`=3)H~)(9X>|aDWM)^*c{!4T^ODTjbGDTabgPZH zavVi{)e_ljZZDNCbdfB}Kfd#wAfOPQ9+(>jT68!{9D7GPOZadmHOhZLm*+G`=N&&2 z&mXro76r~>%}njQWI_TuGGm2xCdvi8$sszt{7r<9?Wv&lH)KM5IzZ~J3tdQ@D)Qv` zJS$e{>c;}a_z=!3a^u`f*n@S0kPBew9`{{)YA~eo0X*DtG=d*XIwC{7CdrM7gMha8 zw%n@^3)9et*}j>AoWFk#)SgA(g$Fd27nz%#l-JTAM*0>3mCdSo`iZ2pFE_R(j9GaL5xo ze(0~%&Q1nC*Rmcu^;Z&MC#%S>od!(X=1JHh$mkUu{I+Yg>8iwu#p$Y0vesj!qtBKF z;qBTGihnxVvLN!G_Q`$;;WFH`R^?1=VHw>#C+U*qgn9!5&3!zYvgZFLCW=8Ko1_)= zb@RUN9a;!!I z2fE|XMc>?etI@d;pbcb@4IIvxH#OK@<;rmHasW%HmM7Yjqiolzr?BcW150= zRd$At(t?hXu6xy_nwx;`zKumY1}}CO5|rlP%>xh5V0=ks4F4cT!kic=^oGxMR^w8r z^Q$T5ThuQS3dG_{YFO8|P6VN(H;&T~q3t@$a{==bj3WJBeEZp-{a@|c6Z_IRXG_G_ zVSo&cs!56)<)st4WWwP2oH|#}{vb&9twL-6@?z7~jJ(dw#QPW(r>P&`X?xD)9 zt)DFmmxIU?i1sq$*hi@qvfIn^q+vR<9no79;zW)S{9{(0vIlB`MWs zX?CBSkd<59MRllnGAL`w4o5bNEUaQ}D-3MmFg^3F63Nnlkr+%cX#%|#<8?IM+JThP zPddyMCk+e0s>+CS_bI(1>1ao~fDxzFZSe5plLG(RFH5xFIStjs4^Mr2St zVqQkZI!wV@^o2uvm!{%C;$wRDWM%Q^Mom^A&Y|s}WjH@bF762tX+8Zw3h%jWL)vla z##2%?woLGu(73;BHKJEg<}e+XtZ^+qbQ^iTi8$7lnkI}&P!kjtaATY@;n{9m0E3Tc z7MBHb23?j21q+&5v;=`cNhpQDAQo%wX`x36h2ZoLIT6D3B9F3(Z{=lQA=Yymg*GeV zra({C`H_h)^2>2tk=0*pGw))z{mbBy4h-wJNa&kx%~p`_nf@fb-=K$J!J;Eh)8Fzp zem)9&EQ>w55&cA9=yqoC5<1YhcVMhlcF>*r*VYaI+S(*$-gcJnoPpnzBC#N#2S<$m z!+ig+i5g1aSBq+6O^|E;5Jf7>wWy&9*NPfCl5lDqB7IcGEv@>s{HTEh$xUs*jSuxy z8gP3@EK*rv8l9OGD3Yghv{V#SdPpiu^h8O9R}`?dVk@;8RX+YG3N2d`*)5_aMvBXI zpqdTD@XSvA<(dmjF58UAS@L~=##brfM1UU#lp3S?< zQ2t_%N0YScFntS)BIWHP;yL%{o0JRV5WnqfVuG7^p+4Tww*JD&zI7e~4K< z`o*&SwUz(t{3=|rfZit)otkt(={oY71pf8t1kv0a@-I_1o_jkLd7oV>fgB4v%t zyPk<* z&1B<|6ysLk>fhaCHB*xM1>&~QsyTT%wVLy@M;j>o>uGcjWhPCn>+r3V2lAJEj)ibA zgl4Wr@`}un9SM?@<#`+*IGn})t*C^#)+D7Imss%F3$pA53sRA=QTy3A_XK`TFN3cFsmgLY#!LqibZPGhc~3m9(L{Lqjkz1k!rK3{hx*>d>ZA4ar4R(HffT1SMw&gOgFOG6^7pHQ}8VYVWk)o zTjC1lwplQFF;^%sQfIhR5O}gBtwxx1b=!QzzZcacjAzf<*kQ8hLGz*Z);g5mAuNhx zUTHymAx<$UirZhtKJQk^;OT27g6s#x`Knr)k|2syAF8BH*TTA0t2V_o-+ZX8%Ct22tPlAg|K(F6##)j(Dv(JyrC~bsgU12%}1uC-n;GQnVb1h^*kO%Vfx{Hyocv9-{!vs z+aR>xK#%DML^pO)(cq+L;l#p9e_ymd+_@|NUEGLLfR*%YoNeUa+=axq+#lo1I6}WhCf7*hxmd ztMYg}hKB`RMmQX*a9ZTs?&9z#BbxB7t6nI-5U$0web98!9_cqsHQP^`{BgFCEfcRt zFh^7j`1{=_G~Xe2qLjPuaNddIi_XajLCNb>CX=OY+R@TAV&Ja7!R`uy%I zP*7_F?Edco3+nK19JLpC08fPT7xkMLt{OJNSPh^r2;+`vvnXX}m>g$NYoqM0aOKh+ z`59D6;1fU0WU69;0sJ!wq?XSCI7fEc9xNg-+?H{RX^0`^`8cF?uYkHGqC|Q7w8wbV z7x9a+^@uV1u+7fC#V*Qnbt{3&PN~5m%4Vf-M1j!xU8+RvX?rw133!!T&U>vE!s>z7 zgme>)Yf7WF%V77sPecckC<40gMp2V0Vqmvi*~DbUq+1~Sl3Qz+DT%Oj1!c=WhMqfQ zkCQUuqx7ao3_VLC9~$=yrpvwQz?7k_GmjfUpv;klDlyoQhwph<;|ntL|B^%H5@dF_ z)_kuYUhk~XHmaqKsOXh4=b54ef-d@$rRmk#WLqYZZSrqYK7A!y;YSok6YJq^PTFZy zQS%Ku+`gS-Q;6R)4tXLp*UO^^1D_F04{V)PVn8ZKZLzY4uJ4SGL&J^-m0nVDpLM$s z^55`Y4O?;xhS@$X3+wi}#6Tu$xGZCbE>i=tUG~eDsafsgBmeKT8ZpBk)AT)ZYKt*F zQhc|q?SYX~O8ODGt&n&ah5n->44eJD-UJL|BCA9|o zJGu*j)xpACCLilaMBzDHOmV&wVM-1+s6#GwJ|i0Iqh&Sn8Gnm?S_fslJ#<3Nau1uhdD?`yZ8 z#`*1LC~}QCQXc>0Is!pVGD6JdL+HSJ`&kZ<9O|c(7J0~N!fuHQ>VWQJI~D3|Epi^K7(K@d7HY{LP*i=)Iz=JIL!k}_AV-Fa z0)6rfz?*;DImh2e$FM1uPt2W`*->95aY4U6W7p6E0a!sJW^wY6W>e5^&c)I^P&`>f zYK|q@fRAgFlo<5Rr+-k;RrxvndHQTh>IJW~!=QNZ&GSwPCrN~f_oeB;dEE0NC&`wT zP&oX@D19DGl742)dlg#V{bc#`b^z1!$q;EuPHe?;sZcbshGg_IcJzk-cp{mxIO01F z&~0@>?!X9ZxR#6Tb`Z#|CCeKB#IWf5dV3k$n*y2P9uiC+NiG`c7)>v;xha_U*;in| zvuA=4SLlzpZV_c|N5KR`MCchQyAJlMH6}s`!KSakHks_oIlg1?VLKv@f>^i8*L}h4 zRS~cF#RPe%R6;l*$}u zKo$fXh!kJu@s_V1%@G}ENEhUzM{nEC7M0AycBSb&O1TNYH4cm4Fb@X)p zTIt$z$RTjh+)ew?$)~>W@TT2Rnyti*0c^kH%!^9fm70FDuM{Tf>*TH~b^T_&jOElJ zO)8aFyY(B43y7C-js*_;mul@u-{^Z{wo4UxDm>*lzK*yS1+r=HDj77tfjlvzXV4EO z%>Jkur|((5p_a|_i~v@==T|ZvjGj%c9jE^oLSLqs$P$0fU9TE6f^GE}v?k(}*dxWH zmok!E?j-sadXuneINlv^!pM1LRB;fCzcZTLLRHV&eAKGBqtwctx+|!qOI&(Yax9qq z#Qgnxk#3&nhc3qah`vVFL>4om3Dqm3ri@bAyfyDa!uQ%AOQ&yW=j}(_9Ich|2#8#? ztYnX>{A`mBWW9`w3#U@Jg!>GJz${W;66U?V)*@yUj_&ve9^@97mZ- z)QCU+mAeUlE4~*)@AJ`rhfhB~?iMRa2|w3gq@^l8T(*^Q1sStXMIrydk8s zLsC41|E!l6l4`Mq2^IN7g8jMS4-b4A)8$I%;IUTTagA$_4@7vBqv(sjGhlCE+|X~) zMcFyEcraz?7*CWfC_R_!U?rNC59AW*C+r{vf<1qsp;aY8U|JcOW^MNi-+aRtw@wlcQVv2FPA7%C?7(nS%qe@z*$FV2(9`gvb9Gec$ zV6XD(p9ZXRTHF55Wml_2N0)m|DB&28J|ts?8m6T-Q;ve1hZLYyz5(Khb?r2Ro6fbu2Dh9c5el z5}<2)FT2kzzc*!rAMLUi3u4?^Qai3v(A|Gn9DR7z-0%o*bqCY6>PG~B)c34 z)JVM#L8ik+^JsIix-`=Yr^Vm(SRYvN{7FO?4QewL{B}n$qZY21;LZJUCeg%`fbQS( zAeu&5LA-yTu4(ax`_z?mB>N#AZ+xjtmgBqFiqTNnZGE*tG;Ri*F)3f3;l1GMT+`uvNbU+4uG>{bQ zH!jC*Wl#H3;QELKqPj7?VQxX)hS46f<%u1rJCZk+)`~vBfc`~j0wHlQ)V8HE|5kKo< zTl5<5 zOa{D&n=d)lo#)Hf%A+BS4m&zID~#`!cfNt!elT*_t@&=0>Ob?Yhdkee5op9@WnH^{ zdBJHsy(W_(KyHT@mBZWt%+5|x(9@Hgcu{X>(E%Lf3vEX&8($Z!ewue}2RiAWxD&8{ zy`w39Fc=!$(xpb8QOAF{Z2HY{gBF z^p$(uw2^oh>X2$PhZ!?lXZ5GOG7I0>`56|L5aX<<@{Gl2@`~aqS9b^8$&Nb9k82S$ zACkzLq<5REUBjwelTQkM(4BW|Q#=v!E%(yw%>>7ub|YswZPsb;3`u7Ec|-`=?>_t* zs6TrHQTok|Yj@^2({(dV+jLA<-`k5S>+N}r0dtB;ODL}>Vr%XExAI>e=x7H4qA1B+oVO}%$?$RQ{06KSIp!P zYO3XPsvqPY9(p@*K%}==8#VBNwjz*kFmJkwA9$0HGHkBpe(JB7lf(K#&2NjjD6_pJ zd%0NQQd-}NTL6)r@k?^pM+-GEE5cjq)hvxnQ;IUtC;+tK|7k;Ajo!DV@(#Fb{(VLM z2=W~K%3;%7pzjPkrj>*)ku#OBDn7awxS5$>b~ zPf0KdO-O#dqy8A}zP>1h<&g64Q68A`n*Xg|M2`wjO^X37EgYt)j%t;&4F^ImjOYiC z2AmTb9DWFBW+ zQjwzVPEE3F%)VUxUJnYc=U3W8Vq(exDHw2@LsRr-K&nXj_hxUE9nlyGN$Nuz3e>q=CT?&VYysm?uW65b*0MhMGsbgCS|$>1XUW2p?(uh-;(u^=dYrb|}8p6eOh%b16(yj<=s>P{s>xQ})DHDH%>5tAs~HW342F zu4HTwZE=&D*P@|d628%7B5&r2Cyi8^$!2Xo%!UhoGRylbJ#)82@=A$OmS-3L!F~Bj zaVJg}VU1oAV1qzKwFloj?!=WlW6rmf7ELYOUgvl`gTlGegHcl%`YD5@KDJ?Zp8TmqPJ`D zsJkna!7-B?-&J`txIj90d=4V!(uSm=yy;&cVg>SxgTUn>xS&)q$R`|_#Xj#eWQz%S zF;9Mo?J_^<%gwKWi$fBd1?(JCAwNC6Qht1HEc6PzEbUjX8gQ>7P?_Wk7 zUtc;2pZ2KW5Z0!34fcl8YZ6})1^Q)1fSaB_s&NnWrWyGh>Ozx=?@+{iy8bHbZ1RFA zxs{cFojo1z$XQS$f-X@Q$~bOq<5r9M5IKAYn`@V{g2zntEL_h^4d<=m7;{6l>hm26sBX0V8 z5APG&#fUEskLlXkTY}o1Z$E;>2j2O2=%^XG4FFnJVr?#$xsR+>2FD%J`qSbk`-BEb zu$zn_PAcx|IE5Q&FtniDZBWMZOpnZI&~wW~3aa{&+ZHi}ORg|BEi4fGj(S77!xf(1 z)^z3vojhdqH2m$rXNq=_0g)YV1wS_|EUvO&nlU`8=csURj@Tx9#I=793QDE49MM&E z3aJt>X2GG+-EQR7{5i?TfG-I6eBE09N)oZR1TFs7d#y+O{o@1PCOy5W+5($=%vjB< zZEE^8j0HA*;&cr1lfI?ay($S-5Oy;j7*F>JG29%Hdoy6Q60 zs?A?~Cz8x{qTc`;HzRi(5&+5O9|x$8ypXbrY4LK>S6qwYbC^W!2ZUp>V>Onq*l!U- zwPW027P50HQVvff_T&C|%t66utY`V*QYAxvrX17H0QK?+Kbxy#%{58+8C+K=hk0tX z6b|1L1N>ujm?IFqzzz#lK9iQ4oG7RXp7|Z(b3o?Q%w9tW#c|B&1t&cT>>YZUjKFFo zt(nr>fov}RcDjR4!9*{)DO37ygNMpgieK%|pdSE#pooL7QU-v_7hb;?kLI|v5h1#D z-s?5XZsgrzW>8I6q_<<>AyZax6dS!8Md4vhw)qY|9t^3atW4+@jMAa z8H~T#3^RKV6kn|yG=+-hNyVms{lsIfB>3nTAzB;Uq^vGQCHQ*4|NQqrEYGizUlLXv zSp}O9viYM6WI--}!?>(z1=SNN#wNb7wbIN-N~?|UsJM-(dQu=RyT_gwa*1juzSk7Q zCE|(K&o~oQ!c^nbN*MrPjl*dIgRkZh!E(Uvzm;Dt;Nnu8i^uc_@3u-O^zO4r%1 z33&oHH~hh4H0gZfj*68b090hrTg{sq>LhFbo3o@rPKg=_z4L>)KZ|4PnxcB9RD}Ea zWBj2Kf5FVfF@_Jb8CKwVc=6>aeSv@d7p3>_Z*Cgd-vXnkw3d7CEH%Yh-CC5J9CYF)mFt-$NM+G{R{+ z5#3Qi-6NHuLITlhv=@3@L<24VT*55at>{+EwDsdAkTbYy+OmHetvrNo_UIPybirxS zwLg1wBbYIyU=_?B-2}$9=4xLo3Pqjs;kwFIx`P{NhMotqtb{01)HSD%r=KeZ1n-}K z9cQR4k$D0_xNpBE9zlcR-VG$vQ?ce zQw0mO>v67$Y;~t^6f?k!J0^_Z9Ro1aY&F9)cSjvXG4bC|Ph1cqjye9paL}LoaY5{N zwE{0N%6sVI3$fg5-Z^H@D^af;Ngmz@CTDk*i1ETElGVhNb};BQsJ~KLq{k(Bm>`oM zJa<`&on92iRB7?@$z_RgS3X({E4op4o8-{@y$4+pEmh{wE94!KZ$UgTP_}8HubmhY zzV?;0K65o{9O+Oa`w_0sGUPjIP$ z(`X@o^EO;fzIWJd5OII;g$`(Xj@ZNqI&3V2zyU1AO=f){>jw&C{djZg4AeUTNuabI z-x}@}Fy{uRZ>Zgf1|3d|p51%KxRd3Ci2mN2Q3EO5&GsY)p|7B{8_XGhMK&T3FXIK4 zTCffSdUNMgIyQpVD~_^ZK4vq>V=eGO@i2FP$2H&QDIPQgMtqavq1Fd}Db!H7%j1QN z%N0Bf2ZCVmr$cwgfqQ|D7lT~ExPD2Ap(6=-?P$u*uPx=ah@y7ZMx4~btMuI16n)I7 zQcx2JMLZQxV*TxA-%$fYHSpOg9SNN=&LA{Jg6EHt7lRCu$qH zpv$UcAfA8)e>(Loi_#1HUA+aA%qLUeo|(JHip$KqhIbT9m4&*9Fm$@_w$Xwxh|4h4 z$e{w3z{d$6z^$C|P6FF5y+ci;IOXFSQQ8WLCM6fvV-v%}14az?(nNZkW6;}i zXSUNSe7KV+nI`v!rs;=m0{$IJShw-;g_^chV|t_trBcX1sM1e4!UCDF_vGy;+fE!T z66*Rg*HAfwO}*a`>~gp<3QAj#+Wd*-UY(;K7;iuMbxmv0p!ki^;~h-@zLA7Qdc0nMg^ib|{yORrR?~EMj|9wnq?fX}c%dxbkwct_m;Akv4<>+=Y_^iw8+)BQl z9yrLjUN@8&WX2J=>_Jv)y8_%hcM_?;Q?TcGx4OKZ?p&+|yagu?;Ol2zutMnqRxOx- zZ;KW`OWK$Y1(r^RE7$`tyCJEc=wy^q!Q@`Yl1!NeRZ1!7Lf=RW)jnNROuzRGy%IJBVjBmgH)H`}6bQETAXdv} z=ga!C!-jcKX#ehNrA7&Ju4d+r&NakZeTH0RL15yO?DJR@gXm4#_}g-Up4R&ivT4g^ zV)+G?sNY}Z&`F}k8AJUUNAsb0030WfxrQK{Tq*687w17W=PbH1@m(_%7%({1%=}la z#}BDhH)AsC}mR%1ZAZh#Gq#dKG?sUz%gl&1!qn@W?ovooQ$Qn z9gdZFITi&o_p7;FfVCZiQZv@>Z3|Fi1>$0^GSfL;fAr0oR90Q%CvtQU>vH0q_8BFW zjVXLKL|8H@UMzf#CLPa^y zs2)<&&BA#%%+a{xzMS}dn~>Wykt%*HPB*E{cPsY9ckL$~wl5zRqB&1jw@X+k`z#{b zBhYi!w?iq{y<9`rp8Hy4+ll)-kO!e1b!`gIfKkEZmjclxSOd(YuqdYq4xBzONGd+2 zuONkv(QU`>+Hss#5R2Q@z!c+JW?hOQy?eOAvK~#T-T)!y|C1D^vfD0^z(6ao*qZ@l z`cq8SW6cE)${8}Sjww7a?cM>;=MBR5;obe$bUumBJ|p-~&n);_YS6n2$^cF04du=S z7V``x{pqtLXM>e+&X|EcOfq_5t~+GR)3kC8D^37ZsNDSS7EGG7{OhhNz1TwWpx*qjszy9`Y;8b4hj!g8;dz#_dmbHtfIXE z7XP+c%2j?PY8!n5Go=Zcs2n&2ky-tx9e)$F61=Oru^ao8Sm-VaE+Z9vtYUtru%@2C z)>zE#AniS%9auIJ=gP14doJN^Br`6I;?5En!h035p5G!TSVQU5E*YwwwK3PQA@%g_ z&Fpi-IC#}PfG~6Wyl(gz`Cn_<;Nk9WCm1nAh4tuOVgKRyk9|*wAt;o3@c9_Sp(i8* zgwUlA?ddMOrHE$6J#1xvd5m3grHz#;IH-C$76n!)B7om_&daqqhoK^b{8ULv0-cDISeU@l>r3-~g)nKZR|jXb+LP zOjZ=RTm+<}lzSQNQLjZcU8#63M2j>3jzH#n>*Lsid($?Fu%+qh??nZU?$?Z*OEjLI zje3!o$#m|s%tzyv5X|M55V&m3|+H4g$F(2#IJ8TYLE> zcPj7e)o`17T3F2X#L1&2GyXn?S`r{Xa@I!EnOnkz_OfCNp6qJd&qBA|tZldbvrXyM zRvO=}8DzrNnbQ@M_lCG&1+Ph{?1&wcZGI*=8Z)m|{Lo057waD03MLSOUjQDpEB|w^ z55Z57#LMl$XmPh6kUGc}1dWjS`Q)@F#BEbE7TA3VK#2^0-*R1z1pp`@Q4Eh5N#DS$sd753m%cT_p=W-yKY;Rvn#WDbY+@(C={mcBXbS2`-~kCKp&Fl!Js4_6 zYtxJK+)*^XT!RVFwE_u{lrgJI_&%RX*=yJY7YFt1VlZIZsS8US7;ZR5+b=b`rTn); z2%T6-uwV{7d$sl%zI}bA%2f861|R0P4yh?dm9tr%93iA?EJ$-zP0VJlG2cA3U)3l( znsdd$xfJCTjbgG(whJS1nxE5)MnA#oOl}HDlVU?W>-XKat=g<<2xYZ}aewnq(UvW< z^nRgdtJFjixMjvuWl!>mt@bD}p%}`cXDbDYM~^D1Y)Nna6_2@jVpY-U^&-^TU+}|5 zN=UW!mcoHzq$)ZcP=vkU%Z!wu{wtaU70nSsSMwaAjc&cGu{^ViF4YyWc*cIZG>53` z@VVr$6D|Y$=6}zGGDZVOmH%#PrO24g5i98Q8CtU~XDy?LCQSGT9Cp2VRYk_8VSd$- z8TPJ%{Uyby(Bv%s0o8ygNC>?W<@^^q`J`1S;}NU$PL3@WPm-w%qmlw1`7j@cY@R8X z#;j84khep`NU~!#5z6>0d;*B}4}qgWanI*G2TtAPt;AC}OzR45)Xt6fa9wiobks~=ks`eOp78NB^hksAr zv!d;Z3G+*3*C>O8JTXu1=~amVps%ZJp4>Y9Otbc9mIJS6qy;M0E=8W5 z7C|N}|HKrtk_`8#1)TO zI!vA}SiBxqR&G!}SqV4!`0WaV$*}ZH=0gu^EQK3^Vd_Zywb>f(<=k{>rWxV!!q-XW z4aKeQkj+Z7Mp+1LBv$CYw^qH$l%UfUl<w!v&$;mx;4S(oNsnB1W?KK0l$M@q!R@QTJ7SGuL9BnYKk)AR^s{f zqk@dTZ9b9rU`iLnIeS%NssMZ&O= zp4a0VCY%-9bmp~f-08->>7${F@1ja067N>9vw67Ack7TF{*u5en^ z0W5{EdgmA}&dx&e4Bxi>_OCH=5%%+X^Tfr9CKtN88S<8L&h8RdOd5#D>vt%v zJ^AyKa$4ZTX#nHA%tLtEkM57V64&Hd*Y98)MRa2wE%tEM3X`ltNF$<^%%Kw>4K}!f zLuKsiuetGRQf%yxkfIk`Q?^jRU<}A$x2#gvA&rsFF6X<(0j*wtB~nBY0>I4jY1OG^ z+c-##3aTxCr3geMWqL8=1BuX`sp)`2eq`=lW=*?m)ItC(fY1r<8JPLm=Ps#?zlrt8 zRErF-SQS4-k)Z!_H~}&M>0d_={8ot|&mL~o+&3w3?g>H*8;avM<6tz)kpZ!bmi^JP z0>wDmqB9A^OVAYZ`W_OAcE+|95}%i{VU zC-${N-%%{^)V{|C!su)6XMC#@p|$v=cNyuyXq+9B$I`T9`=u5DhbYh}!91T!Ma{|V zc4_4y?fRDs8fi#)fiHhalzd#98pGy8zmcr!3Rd>@Rpi8@C!)u;lwFjs$e#?cI+jI9u&FA-gc&j#A)I?L#IFW6h0o=lX1+9`%QITvn^TRZc2$UfT|He3?Zh4e)0Q zUe&)+9iD%1krTt_H>MEIzl_X$hBG{b(u)KWxu1t-2N1A z@}VU64a}nA-|RWCLK_*yL}W0_8pf}%q8$A^tDZ_V7lc75P6L2ZdU@8e7&u{PGCkq? zA23_@6*)X94%|BcbP}LV-nb7{s!UX^XE8Wmo~n@!Tq*$7KguM}*be&ZX9_W$pJF4p z8ul~1xe<1dC>wrhJI1+mN*$+A95i+eY`Fo80bTCiF);I=)}~Of>;TS%9pj*uI!M2c zvl#g_ikDsVl~!7YzV*8#(yUkQyjm#}yO3+~o;h~*$04<=zLAP_IxSdiV@7WOqmYNr z&$s+>k83!6QA&&NGWk`ZyQHf5-$JmAm*o519S`A1yyDzqS| z1`7S-0;OqHi8p*p8|uQ-?9$r%snSae1YOAl_6l5K81!~Mx*Gou)_6lby`XB>#Lc`e zGx4%so_NjW`aYfv#M<*SMk&Opye?f>t*O(EU-ct+7i+jKhKvE!4IzWVBC2lzz^vKjV)Jco7n&Yb*v`|qkw-!~z$%i}UI4=3{iw+Qlu zB8MTUzT&QOc9_ZhILt_P(}8nkd|8E46uWgn_VIj(tb>?|cT50Lopz_a)g1UjDbGel zy2YcI4twrRSP188+rKu=O^`0R0-uZ$8|rNW!-BEjjXqh>rm<M+N z*!Iest%t~V4R1*3-|UU`ic5Ramba2hzl`o@JnV_RAs%pjOWSc>w^8+?9lCbN9ja_m zk&yIZj^X)W~bnU0$lojWao- z=UvT>4}+ZA8%+KKrrq*)>>ni|LL5deZ*CglhvmyIthZjOi zehVUiU!Pfyl(#MWsQ&4LAsqtDF?~{$#uiWNeYUu*N!K`?-he6DZ8pT`XYAJ`-^&Tg z#d2?CCogCGsh!|DD0X_3r*3{&Hr;DX<3~7r?T!BcCJD?r0UO*-DglP7NNb_V>iM8K__XU0?i$%q|Zu8=?A7zK*6Zwc&W zVxr6!nT?VaY>KpoYRPOuXE(c1^z@6TP=Xh|v}nn8syMxMG%8^)hM#e19ElLT8adIE zn~^r}&~m^%4x*%CR&>nLFLplgBTdUm{uOwwCSxHt)!Q8|`Iq9gnw#ZQ9M&%iq#vgm zZlt7wYo0V3oHvClc=CH+iTOIiUC|JPVkTP7{#)AX87p$zu3OB8|3Q5l1%$#)xp_N` zp@gp1Pm}6VM@)*z!5Y@Yq$2rFxkbaEAyqxTzS>dAK7oo_Wx&_^gkAv}q+ymxDnYrd zoD6;_?BxJFu7OQunp>$rL;D9`M@}i}KjAkABL?M85o}p@k#enAJh_+LnQ^Riu zZUV3%NFU!TTL5+jU)bC;8mvq`GVXI~&V7oAeuhBf`TVQwa%qM^4gCgueRZRf4+^XS z{6TEFRM=-0(|ZyCpCc*yHihHf?m=Hb!g))+?YR8RV)3Dc+Wv}>X|=5{qLPTPNYl6<;G=kht;#)9oFO*_(vY3c=> zzT*8XzS%;l+JbFbz1VUB!{hDy8lH)_Qw>d7M!!$men8X^zLKidMHe)Ypk%-7Qfd=E zvqWj;o}S4PUdYP+HI!x-)iIOx{ncXSK$2Z<=)x-zUTr#s+&sp>j|;4yNP#Wumw`A! z^4$FXo)T!M=^Rz}s=&*AlhP)?)+1hXz~;fjw!?>a&p*dkry?V}{hlQnm0R^%YtNf! zNXi{73fXP+?+j_og#=KhA}ltYVylnp96=2@_^d8pWJOfS5PxqY$=BWWJ07>Yq{W@L zTsv2?T-SE18lcBHBz#=z;#kJgvG0K(D+5UD?WNE?sl%Up{=8UsV_5j|TT5{a11S#6 z-qbY%rQ-LaYzJRl()bEJms}l0{hV@OvFL9cnG?s>on)xXx3}ofX3Bt>IWbv#VeU03!b{GB*f9vC zgD1outx?W(7J9@U_YHN{vdz*+Hgbi`!L2_85dD-Lvndj&PhJvHaukioZWTV%O_Pdy zhFJBK;Ox|i5tx$n;N}U@2Oq=sH2z}TcmPzK?EsZ~vD9YS!vTU!vc7o;E_nST@`;B@S_D0*Hb?slLb%q0g%M^rg$61PlA4vA ztxBt7SRu}8Bx(wsbl-cT;4lSrPFi_e+16vy$D$>^XF~Hfv6C%Nu=ZBGW5hr@s}lgS zPN#~zhyz1{`kD@IkdwZkTNdD-@9DkR02qn4S|~ z8pdelik~{%Hd!+th(qE6qSmrQ^9a?xMFZW^PQh6_9O$bMJ1w{gu(C{~=%Ph8oG*X^ zAX?|BiWkb315?)tkL4)N6x9GmOt-Y1RE&Kt$9*|^Z~FI&`@O{Ph?&A^la)I`r-0#%8eo+t3`cE41w|M8Mj0 zE0qMgiv{A_JIXdzO}{j6 zcbT|d2$q8#+h48vhw;jY;^En1^^14D+6B&w9rrxLdKy1Ce>uCi>7vymr1pI~E_*Uc zy%|N{sdkHV+S$Usqmf%TS6^$8anKcb>laoN=QJQI))^T0l>v!CmRQ^EkN z(B@)Q1P3tx%CmdMi;kf(qFAc_Z#!k;t6c$fL|C}R3{Ew$00QiQgCq)Zv&?`gKCqJW z_4IIjEjI`*DFKNkURmN=P0i*@i73vk&QJA=-lRscM8#iq^um4;0r`$cF{WyG0aDKP z0>*lo$vL>qqH5>D=LyrFAy(MrIBj+Af|ik;_NwE&GwYskx`@6y^pi0X9+C0c4sT z?m-3Hp+Cm)p;`_|gjCUFUhln#*AzY&-KEKw@|*y{6QA$QjW4RhS(PxLGA$}u!~0u* zc->bpwb&He)a=1o+i?u{4(uiDOUkxaD~@4S+CWl`TmmP5y+mTF?ihZY%(gv?cf%ob zUGy8f^8@>iTdh(Ixk3<`SFc+m=-vr%Cqg?Qx4k@!t2($tIWADk326HdjL}}67L{K! z5I1-Q(!a==VQnX6br#h6?mrC|c#D-l&`ehTzS_nd$_!vUmIGt;53@ZhtpU)+i5=62 z*agZTMUl`EAibNtK>njBWvf1Sp19<_1!FYfYYsuV?^c!`6JHD6wmgH8jSvM;AJIvf z)Nb^87~cP1niahPp$bbg^`p{0*C#sZEd8^e6AFM)71C0_Zi^9<%+a7_i(HSd-vk9( z0zo+$=QeFqEWhDY$gl}$os7!QCUc;wv!B}D&U z`0ZydI>3qkB!4e}{xw!YhCV=4*w%U9zqmsN*CYW6AS?fgh9esi8= zO#Et&nRs;sb00|Mw`BvKZf?5o)LE;T9!(U2bTwGq!y#R^@3t^2}% z_^w2ZFb+$>PvyhxVG9B=GSn05yEsy8WJu`CIchUI1X3zwa9Z#|wS5eL>EeEc^ri|O zM|P1qN3wAIGrkn;AJD6<8t9Z>06L}X?mjW_?75QQWy%Ur@l7KPd&|7bW3_Ly(KVo6 zbY@nbuRP3qXBTSOUc|O~ATEn#PJI|v@5%WH=CuvAY%O9tjee-kxoveQM^0^0L(t01`IWmddxVK$8d$GeR zA90-(k^)G`^o0M_Z~npy0vEaznonOOEb^5_p`A3-FB=0w_@_{k} zT@@72O-X03UkMJ>uEQ2kG0zYY#D^gs-G4t6Sa&Nrzv{a!=Z&6<$$+w*DI^}LVo6bN zMUzk)DJ&V}j_cW<_b^A&m>P5ey=Bv~kOJ!CmwPpko=b$=ppA;j*4+);eICR~1^WDd%^RJJ|auG=1zI@^Y= zOYg{w1d-!Q6g#sv1Kr;bF{AZmXxFx977M-H@oPi!Tk;*!XQ7Lj zDq9vCL19_cvX(6UX*qM~4Ex>uwd2HthiqI?B2h zDeO)A23yXt-tHupnOTL&YR5tcSW5mE&0;a5$Y3gp?OC+R)4q*$`DWjKfq1g7+v`lY z6FFQ>>Ji=Q+ah`n-y=@2E8;>5Br(|o*1QSKGzeZwgp(RvcbvTLEqsj-gwC(kx1o!3 zt_9?yNlO8XHIyHeXK58hZ%KTXiJ1f7$eCD1Zzl_WH+D>G8; z1DK|nz*Cw?4LVw)69C9Zp6x%d$I%jCl%lSMl@#^#QB5klm}n2Ls9Z(<4C(op6KzoOfA`5+DV*qdAd(__!EWsJ)?x zD)*W%)u?G&bcauK)3hjMr~cC(O?fQBJ$eFt<_RCRuHk_t>Ti} z1t3~V2q;xZ{qM3^CT$GH|CNd!YgQtsU6f8gY}%*u&hE4%n^ow zr&Yck#G6e8rYI$_lv9Y4qf^C!inw=ItQRq(a~V0}IcI+UjP_Sw9;Z1J21gAtY&vls zBY>r-C+vzW_x_DaD4~*HBU7{G!FIvK_|hBw*{^~59EG$aI!#;vx=B0(L z-%W!|j4BOMen92a`RTiwk;29>A8-_d_>WqTco}N0M5)D}bZ7y)Odt2$mcA&lszyod z&ZL`zQB;kEOg}GflrLOrzZaS()i!Ci`Iy^lAS$I(9huHM+7XZ%VGDj&5@apDV7B00 zIPvDN8SFQORV^4f=Nn#Ou%jr_u!e82jR_byGA-B0JE1e5p=dS|YBW)3IRC%#byGJ~ zc^&!gRD8+DY@HMCWwOH$5S73)lmRtn1l;^xLoD9kjIGE}+|z{qNw9VQ{EanNRN^cn zRK9k{BR8smfP|@BIueP}Fiop!nREIH0{Ho(9DN80!WR|E6W-)7u`YNZx6D9^{W&m0 zMc#!-_0b2(A&=rA_%ywU{!|gl-}quG@%`EBMNVB>vY4~&T8jmM>QwS^AU<%F=Wp=} zmY&+&)Yf2=M?0jIg5y&agL{cFr3t?L_R_Ecz-99G^VI}Fp-jp;lb$Wy7}c`GI$_cT zquM{W*4`E6+mq)huBTD8dhmck?RULt1xE_!Kb zyF9jJ@`;Bf4^F_-2+1eE&V|)uc=098ZF009*H;`%n_Sp#S~`&-mM-DVsM4{!o|4U~*XUwyj6(RIL8~`0vDb4Zx@X=H2xN`(cj= zq>o-D^|Tce-TG8md3PeEQ6ul=uW737T_eacUqYEv@s&knJ~#bH^L-$sSmma#r_`qZ zupjeGD&movc@u^*N080qD8omBKvn7+wnuq?1W$?n?rn=1J_=U!CbmR9K_5L6LxJ4z zb^A9Cs4ikwDW>pq^nL-@=~K?{RpVf;i(1AB%oi=|$j)p-${rnhA|0+DA1Rr0`gRT3 z(Ouo!y(JTFIYm_9g*dw`H_NbD9wOe~L4+GK(9}mk&?P0;(Mi$S&h;>*XTitbp4 zWtt(ZOG>`fJkIUAhgRYU-qnU*<(k14_klqy5)a?s|9vn=`;bm_W9nu5eWxJ}!$|1) zNQzo979p>8ByC~lKJq1^fo2Gvw;!%ZRX11RI4-hK-7&VsRDfi8h5^@KRD?Xv-!GNT zyN@M_`HJK1{wd=RRPAN|q88V3hKf0LwzfF67wigNNq62?%eGa@#>vK>=a%DEK2u_K zqSl8Kszw=qVvDn7nN+TRL*ngK&zxK=`&Bl-;Y(V}$>w~3q)6ez-lmvJyU;uQpJoBy zAXlm_{ll@jg1p7|uc#VUyT99{%P%eo|UlG_W6IVor1)R4v2#hUDqOTz$&n?)W z;vy>jyL`s{ORMsVn6peFSDbq%ZYHcVY(nD8!FRMH`V_=u%lvZV%lT13sI;&s!4x|O zs=EWWZz?~UWK8U{XLT~Z>}FlE+@Y$3f|`kx&@(ZO-A7_nCbCFDs%z(;L{P%6>`-&m zxFXrz1d2EGkyyUn$ej?GTwr(z<)tMlhS*Gy3d)4`pqn4r8hvWm^w~;?BXn8lNZ`3C$Lvls|M~9Ozwb8@QdaQ* z8G+cnsmtx-IRuFxp^ktL+nxP}VS|mlyZ`E|&qL5Rgh{$?xdh7jrf$W!tFs!N?LVV< zQAg$qabFa^mJcL}jLwJ1=%&3+E(F2rgjz^R@XT=;=N-m?}*r;9=XTub>;5yyyM`1x+f( zrDqn&bLNk&Ce+4$sZna8Ip%Z3G=I|imUnkQJ&0If!xKPOZ<{mshSXi^`km#tyc~qH z_%0n$xfDDUKz$9r&SLO8 zDlihMqVr`UI*;t7qAb*G3GKH5cWe*%(zHdtE7SZkk{iG;lp5Vj`ZU<99xL>4W^>_v)Zwn_5+zd|T|AT2;#~HTYGX&f{tH&^SSW zLDu4a>%}C;;{LuT3I(z)IV|?^_XWudprHmfM3%#FEt2@K$QfbCH`iZh%Ox|{mn%EZ z{Y1MEjI%SS_}Fcg70#M?-NQeArXTSay1_vr72NclmTcoY=_JbEA1KdhxepTS3~C6d z?6`jTvA4s2A{`U+rCaP~$ z_uB49v+EK7PXs&B^GoMyw|Wh)b4};e^Ybb4L-P56V!h)2aXzOOTN>!jW|*+efhe=9 zpO>y?ygl92EGyz={${YSVx749V^{A4aAcky_x*`Ij!P0PlpQet>+MgDc)9b+aH{}7 z764i%Fsfs0aIfpv%9K#CGw#}IjwZ&`?)Upoj!{z9FT9HrZ<%<>=Rv-yTS+8;%3F#_ z%Ir`;RnJ*3Ie%hKf|mLE0MV@Ar<@OLGNT1aTfX^6z4>j~3RnwR&t~H0K~;#4y`b7k z0vC#@7q=cFAA&^*p0T8HkoaUAz-5@By7^{~k1L>cD!L;*aH{T}Im1CKQJ3ls3C#pf zxpH$W1KRxpm{F?Gu!9uoUU+I@s?#$_CwxKx>5Z(^5qC7o_uxd&sIa;9NEE=LA$_f- z!HtF zItq&2&Rcl(97E#>QY8*y(u*OEN&sHzTxX_y&z+npsp+Lc0Jo7db#NkP=nTTA=+Zja zr!=e%?aTc>Sv2#!&ZbARRQ>mjws!P>nNCqM){3TY- z|NV1!!{8wFVZQlB!9AAu#?XWAYxTzlT>dlN$vL$11$#v@O}yOGraf6oL-z0)-1#<_ z1geuZGh`Nmrd6lWNKtPcUIm8Q{S(_u-wzpuE23C8lz@w`vvU_pC6d4zMFN$nKxi=l z;dp@`I3pzD#G9;TwzX?Zxl)i zCA;3S<%Ed}$xT|ATCa~!z}RYz?d~lsm@$ifj%k2>r8lW-vcZ<~^B1SChGkOwWCL?3 z)Yqxk*`WgXkle?wP1L^a_Su;;xb2QLO`mPm$q-lwfT^L=+mzLnluR82vOu^p-m=~+ zC8cew7*>>pX;r0thK!ykk+TW7+A=5|wf`-?9;kM|ZZt%RKtp%4Z z>Of}9i3~7tn-S!6->H=tr3Ed}hyt%y^8>&r&_36%jCZsE_~@{wYOsW@24_U$Bi_HHYp@OY8z)t1XGD!p6SX`&s=80pFT}SG>t7ym1{YQj*7#Cm`xFcZt5ZvhUrlTmtLR6trnxGPvDSY9D@lbL6kk36S(*+TEgr7 zChlZMvl4rlT!y!gxpOKzDX$XnzV(UBI2|9ps+++ha z?hKSq&yA@r`5g>S*b91pvvr7A?dwSV{v z-)|ORsEcP+L1jwblBny+DlU6`?M_jHuw` zZcuhwms{=3{e-^82QG$UBH{%rh|l8}?b9_=VR)jVdOacS-+Bq!DiW?LOK-DJ%% zrJ|A}4`u2*+1a4|-W%`L@Uf6hq~{%s5Vo?_AM1`t&PMNr6ZY3P%Btf)|MA)`)gak2 zmWk=dTWHznxdN7u+l6IRlLvMh5|l@3YdE$Z8JfsD2rEDc9A+@F39>=cQvHFXn!q@s zJF56uQ8BA>(sI#kjefW|D59kT)C{{VU*p2O8lfeX5`|YP* ze`cZFt9$E_YQGiOpS5L0X~@r1xhFfDm&0qPF26@Vn^*BpyMx%d9Qn}qKDcXu3UqTb zxV&yg9oO5RT{rNXv-}yMZ=Inm(#Q4-%dx4!Pp1*aRnT*ilH}qX+%#p8 zNHPJ)VxYIpzN$I4?L;+W5F$zpSlKrHBzszx^tD{UIrWBFB(V0+$r`V9A$Al|y!Z!>)) z^n86U!F`Gy_3+lc}G+k=Di|5Bh#u?3}F-0Wuqzep$Z474*S znDj3Z@zd#Tzs^-og9$;o%iVqAV!cD0C(fXmW$9&d~su&h|pSTVGnuH5%cKbsPYty>BfE5%3MP%o!7&-y9Hn8n?*^RJRAySzo zX{mdLV%zqkhb#6qAFu+GYo~19)sbPxZ|Y=~4eMy3`}t!~380SC2>ZhTGrwNTy8-4C=tzvxMjPtbP4Ef$#CHG7dt?+Ta#=)EjbcZbr2&HPM zA}+kf6uf1n?=3%;ZS+msIXCY<8R!--QbYn0W{BX<9BLEF=>g ziri!H{fymvU*-)oY6#1QH4p`DJg82mKG95-bpAp7R@?|s9_uE4myx?7RJgI~0PWn@ zV>mxY2(POc$JRs*zOOok@G2xI7yaw#p3mPv)7q9U1Eo-$G%^W=&Ukjx0clQwjbn8t zir?VHvlh}&ZNUVL?0?lsavL4W+dQy;)o;m!PN$@(N`EBQ$Za(Im!0%!&~w_TRYs+7 z#{pW_Nkc6dRRz(sFDXv=iG-}CT0kt?mhu6k$XMBY9JD|17tc;|pasfxQq4b8DBb4v z#I1rZ)y;$BYwL8Tqbd8+sUM03&oB^XVq{zZ+An}-XV{w1ULXzg#wnC0_eYbL(cnP9 zM>__Oc94d7;uMN+^Z>4r*7zl5?qi|!l z`PIt-b6bn%#ZdUChTZ%f;yDM|Ss;PJ5e4b`_l% z!q&;PhVXD_Re43j9l3zXv0}P672tmbHa2HP{2c>;Sz4#H&EzXNotR4Zk}qIrqC=6i zN(Nc zJFv_nJ`D;3fks*WzU_4`op=HFdxjlsl(y7%2sM=bdGnOIw23>cspO<%1s8r${@w#uenVslS<>3m34rdJGDoq{a~D5NU?6jr;p z{88i-n|@}vKn5Ks% ze%@BEdz;w6*+1241oW9EHn=cZ7|m6VMNog>EJ2A(B?oO5IKgG+$4o&6A-4G8Yvbu;39gnvLJC zIz;XZH@P?nPgwG>!6vefi4?})Coz`?rgd`iIp|G5(woALRG~cX1m|$lq(|<{%L)x| zI2)|f7G2&1`r1nVr*zi}FY=7+FpAO$70~d3j3==jxd6BX+re=j2hjwxdS2sjh>v`k zt(mSi-sT<~XteQbT=K&D#uL&v4w=RAavfL`iuyJV*-c?hE$MUx-P^^T7yg=w?>xpJ zvyY=){+G4I5V4PwHuSO_Fma1y=kG6oDJ5R>Yj|$`&Ba&d+ciampbaJbYEWs_{)0cS z#+E!o{M_z#vafG#9to3s_&UIICj2owE2?_`8^1FfUV%k+tlfftm%;Y`ccO&fo9$xJ z=3f!_^ZG5@0`dc@G&K@?Q`dB)E3or{W^TL6fn)#*jr~Yke4!77lm9|<+fN)wTk`SM ztb9Qo9AeJJ|Aqb?eJWhvw{JXDR1z&d|X-d7QdA=lBYoIJyiHWQQ$ zSQ~==_%51VUJxrXVLxJ#3R3DZ2_Dj0zXLcXqBUyHQ^PV65d#T>v%{)yV&8p4PasSB zk_Pp}CEI4@|5v~>`NKu zmM6ch`yUWeEaFnGmS?LZB#`_tglIJYY0D8i+c_cE)w}<~_e{>4C?`tX^=bhL_}1?T zxzmW>m3PXae`9NrXjfwUack($JrZ{G?F+p4=Q2a5#CXaBvP!s~-EoU?uvtoXNbC6P z1d8S(PPTI*uA6tI{jMl0HSYBfN3*sovqL*t(Csa+5@ zu{vQ*DyNt2-bwKu6>IWyd}D}x3Yqb2PqRLuNZP+5?_ti4JX9ju)FLZ=!uusRfp%Bb`y$FH5|VV^&B zTj5oArEua=+gF@$G*LHAZ581zV}mCP8lSGCza%V3nRbl*vqJoM&o?ta zKTP+YIknOx5(soE_>FG2Gc8IuXoisP^?SKTdhnhFyVMxCpxAV=_m_U!Y|*TNWAL5w zk#NY_p|h4BNVGljHDqMc#xn5ia9wPq(Z0ER{c%s6L$Ej(e^Qga4&eOr_Nc1yMdB)Z zP-W)6bUuHt$eszHjCBWX{XT5{n(d9v4l>ww@zI-P4`sV!{)p1MreoYNEa8UdT+MFK z%Q3ylf#7c8W^er*Ky}WEP=%+JYG(Iv@bT5;3w&eXZFrS|yCpJYYpL2x#QEZP$yZ5D z_}uj+n>Kllw1L(T`;>XM*jIh#GG=RsQu}7L6@0BUSr>MgiCxZ%3rGAuN2iDh6SAma zs!}&-z{pCO#lw9C)Nq8ijkRw=+3^lVmUA*NEM1F+Qry7Lzm+AUEFE3*45w4Jxvq{S zkx@WACsSy>e-gOa@z0wd=X>k2u-&Gg0*81c3`4hUry@%HVlS*PD}tj??AW62TE;AH z)VeEVMme=#=;M&5Uj=osYIBx_?`5XFmIYnDI~}at(}VJNcc7xLD^T|jXB|elsBV(I zN*5yGUHwzd{DCe3aD-HAN0COwO(8w_{PT%vw|3m6h&jv>L@U#VL$A9N*N`e_aV^0z z9Qc~FgI`sHcvsDJQug895krZm zHQ|L8T@@KOaW3DlNaFGY;S*c7KRu7k^r;8hO~qv0JNB4juY@|tmpviY&rqFSn-}^C zeI*uRvgRwNtkloh!APSXj?JN!Lw>sjQqa<6r}wYVGjF3OeCt*jP>F}|n-&E=CHuW0 zJ3rSrOd=Sv>U*sNrQ`1W36p!jNn_j7U0`Fr)vy1z89L=zg4ek}P?Uu|@^B6b*tG!@ zuTEojef&D4av@CLI<890H(0m&OFs2?94d}TgNjA_qlh90UOw$H_*MPNfV3~V{_O$y zaexm(J8WZtMl05ad3zvYv05sF`FV8(0ijUOmG6Z!Qg{k|@T=m%1C&%nXWmD&Em4*B zSA+Bg1gt6SV|@*|t}5~2b6C)2($ z-`oiIUiI?P{K0h=m0uFVxIi*%bqW1|Ec#=q)GvPb4qd7X!B9$>@8c0G&;|HF$mgvh z*osR(`v6%fPb_^jcfIl;SB&0c)YSgx#kPy=c-~2`?I}|R!1vd830}ad!OS{*;0v_g zM{bl(RHKRYEm@TXFmv%h8jM{H4l|4(#-G?yoFZg0pJJB=nJb7YE&&x$f8QDzoG8(+ z7C#@96`*p{uT>q)5%a8ECn$?}r>*tQR=FB|FH`MX@LLzcy+GP*16RaG<~6h2B{@Uv zP2Ee}NCKd|+-8jAHw;t)Lm*nQCXCPnw+V}h1MVM>^vq4AzSePAFvHK*AUwe@P5z1l zd-8E#6>H0fk~niw?k*e_c3L-te$qv`b8F~84)a-fV9Wiz2K;B&hMc3ZE2ln+ekh`k zbH5bgV?(4zVl&qb@?zY+f#4IlsRhdMU;9+V-OEbO&JCe>+>B!RQfK^DMVU%T)^}&1 z^HpY&?wQMNZ|>xMS*xPb^X(CoxCfHqm!D!r;D3y=6$6lc9`iVgMsLIO;U0cv>+wv1 zo6(A2KlFhYDf}kdrWh2i*=o&OVnzqucr>DWP|EgggNc{svN!dvQoLL{XG@?Gt&;^O~8Gzi@V z1JjC8vj?xJS*TQib*8r)fI;Kf;PtZjYcUhx+agJ|{GANdni2!TiTK!UY$CL#mb7WR zZ*U@uSo#cL5M>-i9_1&IOlXejOlUm6eB6;%>quLYkFRZBMM((Hn;D_T9svQ$GcY$2 zPPl$)9T8&D$ixmec`MaJmMOz2!ah%eue`N7032)zXI}AH7Hl|GZ~lsCL%RRn0dxGz z^4y^DyL-;C2WX*q;{3BC?0aM)uUppdcXWIE9?9ci@yyS)Bz}}_ORS_cMsy$^gv6vu zIpP|e)c6ppQrn2LA7~-eXfHpcYRgE96t7YDY}Wbx(dfg)VIz9!%<#sy+zbl5tN_&A zKZJ=fg~mu}U`c8(2+}SswJv;f4Q%IDiV-UGO7B8G=ARNKKIF?^nVtS!EomHvjSukP zR=hg#vG(pTE;IxUj~KW@-<}KghHbB?5G4*R@6?A2Ry270!RH8t1dnXeSP_$FTY3XC z2Ub9U+6Qi+<3%bDuhB4=6;M55zK;UlM1pw`e~mh9`blQi|B9w*ZSwEs3X4 zERV8oFrH^OJV?b?{uapKi7B)@svAl?VI*`Vxuas82zob(4k%&lketMH7bj<9s1phw zYiLD2e!-CUO~)m&VW0Gg2P8_R@ce0pdW$SK_#1ld zg@Jn6b#7qv;X}CTV@sjvn??H}#iYi^!Ch}s)9tE2=c+o6yU4xbj>PbY%QW;+KRtV} z5n&krdY2RUG~m8l8OhBJi+>9>J0NQ*q}U* zqb<<~2Z3B)U}E}ZU)1>OmWR=)2Yo4As*C+Du|{L+DKvaL-jH7Yzv=c^hV!I{r&zDkj%@L*ILhPD zr07Pj-#a*j=;n5{sHsza9V~MN&D#$MeWtv8`8uCNmyh#*LuU40DpB-305%fuZ~uJY z+!|rfcohC`;Tt`Y;?Ko*(Ds4^vU46q3+4V_bJ;*~xjS@3%HKdsSC?`J$(e0*J-1`; z3vn{a1YbB<00j^ssc+53pn~RuuogTF5O+zF(iR>6U@C8RbY4g+cAKvqI{ig8*t9#-kBI0NB1*_#y zapgQ#tPYB^_t6%?nF|hCL`xJ z&^j1D)GRpXKxMyQF}nv37h9r#?OI(*{d^)#loaJz5vy17+v^;r*5!Uld@nzJD_i2@ zafJJS>)M(rXqe$AouE5DJ6(D{z4Ki##mcMxHd#hpo2|bwvQOf@_vd!z9+OnO;E0bu z|G1}OkJb)>F11yLL3aOyBg{EPeyK+b05t{W?sbzT%CZl!Y^o3^Zc%IM2;;C6ee5(T z4yhtXCOyWz!PEOfw>P7iAB1&chz~~K+@T8WYeB;5Lo-`vs`~tI~4r=^y5&q88aE; zUo3ikVCA+ocCv?Urhq6!oF8*S)Dbpx5|jrOiX+dO${Wr+sqh{2E~Ked7qgAp8wL*w zAVGw(3KFI|hF7lV6~E$=d4vzx&h;f6nvsRsq6d%_^9A!b<>biXEW87kLRRgx;q=%D zh8V?spH-H_v+%76RCgS7vYoTuMiYnem~+%kW?XJ!f{ftW_^X>~cu%YrP?j=5sy zDtLe%?++};+%a=or?r8VisDFfw!F=&vTs#qc<$ zw&B}v9@uPXj7|>hhBej-ExoMA@Fkl8!MvRc9c(Si(+*+6OlP%iR7HcA`o+iFeAFP^k$c^I>v! zk1b|92^JQ{aq)NSDk6>u^A;7WfrHvf_L)Q!1#)YJ2}N{z|{_651g(pM+@R zNO@ALDl#E`q1cunBfx&j8*GDWpdRPM9I7pltiqe*GUgK-u#f}NxMJLV zmd9qOH+w6gLOI%gPOGFa!*oIsQauyHCX``9D_EjjhKq>eOGG=A(~cxMo>F#_aQbla zWgx014#y7zuVcI&h)a(_V^-0$NW^V*td6u6lsd>~~FWELDOa>+D&Wh>t5KN$MamL96P zcbf>dlg&4Zp)I7^&W7ArECYp)+y57$jK%CuWVtWLxdAs<{3d!JeOWhNCN5OlT$nHE z|I%`-(Q@e`P9WJi-;ey!dzyghIaqzGe~+A0-8q*D`;30gaSUi~s`onw(p3gn2}~zV z0S4-CFRe`2B@P&=&9zyX))K}h^xZoxe?6Y*y9v}7kL{=AH8B1B4vq$ey5o?lau{+< z6g`B8p1!r^YjtexQ5%yW{-YTsmp1Yd)H)MV9!dI>9z~d<@bRb|jf!S#x z;A284%9vu0^7gQ49?h~TQh467jEj~hTlvW<$GJ1Mn9^ijUXxGzP`lXWYsjGc(%K2_ z@9T+g_!J{{0nN}3L!*J@(l;OftLT4=wpeVj_`eu}^uJhSxV?Wld(nXW>0FvZ>n+~f z6dKt!aslHl{1*X#t0#9kDd9wIc{@APug2%5GMw&j(>{D?+gvngt3SybqF*ee%dakF zUDi!d{4Av>YN)K>$f8$Rx9Z}q8(-y+re4~06r*q}V5ABn`t@KGASwWfd^vf`Evi2OlPl# z#HRrvaNQzS(&SB0O5`oVCKw6$uY^)$jFwA1A@2q#{IKiL5bm%p?7`;*NINL*I|uL@ zp(5=js`;J4$%NHXH_JuEAB@k)KKrnL>F24P?v2wtBLmg_T?$3t)E;#Q%>HBjiv>)vrTvY}>K*)?=Pf4mgoN|O<`;7vL)-o-`npC? zo>@ang?T7k_R1hVbct4G$;47S9a=u5O+Ne=HFs|)ybo`IC2nFBeKp6Hq5Q<7;~S7kZ<7K3LAXbh0NI&NS=~ zDQ5m$h;)VXZYtq5A%q}3_zkV{k|y#A(ysm5?2i?v%q*getja8(MjoGLLssS=@>?K< zI7DGHqT0A~N?%;juLG%O`(mj;oGjAsmsfj1srWgz-TlIzjikw*u@XT4skxCeInJtR zsdfy1+7eP*_?!*PQGKB1=&OCptH_^wE431tQe&Vo_cD!>zri=4{arNV9qP}{nTf5F z6Ke`WD+&!Zdl<_1(Kl>A-W2N2Fk|-e(5S@m)SZ+>eN0+$P8VkR0WV7;H4t}i*W80K z;~9$E1C}Yqd^z}5=6&**>~m|t#F!IzSk-3yEtd#ln8fdhh%y;a+I zC7s+DCG z$wD(Q?`wh|%zZA1eNe zy`$+Hd&37lx4*U-x?k$j*c<%$+;TdV9OFE@(awo#lZ{I2wmlys8G~OQ4ZZ#Md8W)j zI^L)hGCzGq6!(B!MXqZ%dF7Z(#QaD@{?o{nAeR^y8e(9&uL?I6*TPNkVHCCM>g>$tg33LIA)`gFO>CS%QAGVu< zzL)#iwZsI)mImf5Q^@su;eH!JH(bW~SVJIygYOoukQ%Ur1SzrBfo135y}Q=MY~xfa zsc4iMna8Q`N>=WS2C^cDl% z>rm4Kb#|oD7S7x4;=a5UD%H1 zzASMeW*#aDySs24%`HlGA-28edOK4P?XZ@2^>9wl@))*S=hfiu-Flb_yTlL}oSQTn zc3-ARD|R|gs4i(uz2aGVVqFnCXkodMp*$Ho=Jem#v*FcfSVfY$U~pKprhbmZzwoOq zGokMVI=?+*;$U00KGwmLhdkZnMP(lC@DzCwzI&*6+W0sP^FRrQkXvop3Na@T>f{OO zYdgmi;csgu4HA&l|4b_8pzx(BYFT19HEme_;0FRcZwiJ9Sa^(i$?q5|YJ&LV@^*o~ zHQOBYqh@}PokiikWX9E(Ph0ud9@I(sZN@daO)Sm61UstQ%_Flv1a=9(hIKIg@@^%S z*=v+Qe}k$fhIM0~WY&@tDk^l`V&_)InB;_VPF9<Jqe&JC#ThrJ$*(GHG z=SU4v?!?_U5@3kec@OpAxAS+sPt`@%?8|VT?(Y0`o`%zpK#9ViV8NfV{>A3(oP)xW z>|hKmFz#d9IwX1uP##IuO?_wm7jq1ybyM!XZfVNjAJEcPE9%emz=U!Z2*663Qo7ty!=$=dkZSFQCuX-hjCp_fSJH5`1H3x5!KzFy`uKhJ*G-L$a z&@<-OBp-Wx5`cQ4Ne|(#)U<56H&%$R8A+fmjCZ>&>_3N<*B-mtzfX}U*|Yi zs%g1Mfba&(jcM`!Vd|~pqKeusQ0a!D8-}4fq(eY*q(KBpDP`zZkdQ9vZlqC3Vd$=* zyFt37q^0lSec$ii``_Z(XU;k7ncto{Yp-W5*+Kc4D*o8Vp!+mqDkYD`QU4`nY!?+* zMvHoSmIfZ#3Rxr3BM5kuIW}Kq$$uLH?qeQvX6HuyHgRg;y~g!-tm^5vn?w(_|T}YkQ^y|nB z9A|ZR!Fot_|1N>0sbx;|5)bgC-EC1HcD?IaujQ>k$_T33`r%x(y(iS1iT)s~8TJef znbjs6loq?R+<2oCC&jA6qm4Ff5gs9rtUy9^wwe>qxk6OX#3CX*A*n>}j z!h!W(;kbFz%1iBZ9M&c;*xLF0HnogFH%o*G75Bo=FsV}^r{0PbM8xa^8Mztwx%FPJ zgdOnXIai!3ioD_nJ{x{LRc^|*AiiGy$?>FIeY$9xAAJ_d0ndKf$+rwEJDS`3GxXT_ zx^2$i!Yj{0s_G}d*Y$>bNQ*i!|Fb~(Y7FlUpS5SPF&g=cfpU5}qy2T(p_ga9r+w7S zw)xX?JyIY-K{{xgi|*`m_ja6ubZ7FzgZnim7HpCitT=AwhgYDQIJc0VLSa!ai*f^- zi(3KmL{b#k1iKiX=T>-hpAJ^$hp>1QS)M@&gJ=QW%oIHcF}7Z>3PicKXa8&H$2aFX zRK%xvHL9kVN)?bIejzqGNAfcJQN**?L7V-RSY*BcKm2X5`0EVjB<&AYcF$uqwSgQ$ z5||Q5?YG2q=y7as-MW?kr+Y4)&XoX0_RQq)vr5D+tx#qgCECHaG&g!1NeATA98a&i zV5f(dyQ4b)uCGa4zY$ZnNq66U&6TD$izWOknrIVbMs1cr==6T~>SO8(1yYQvYNOIr zIw8Vm+Wr|PKEszUWP*@CNFC0ExvJybdCUv%nlQ;2p0WByVkSqvBSQX16%+QZ5wI)y z^4gRT2sn%Ywf9j#xF6PC?~wh&C?$NWupS6sHi81cUlh%W?=~tcGab%ZcN9U;!)D%isF{M3TAKky=Iwv@HoElMhjM?J@(+zc$o%x3Y zQT#ZXQI|5AJ`bEG((Xy3z6+9c669iN71F~AcRkTK6XD$1SG>PKVpNp%1ZE~3z}3e5 zAXKCBpA2LNj6Q|(po~sle7YWPLIIZ@6Y<-x0d^VFATmRgHyI+~pvM>?n78{3{yzB7 zMm|oFiMAfdQao}clx3wo1;kblu7naSv( z-+@_lvx=aC5|I~a@KRD`QNETzYE)QoS>7FOc;NS_$&*7ri`DASr(9HN*+$2EG!&zhYr+5yZ{ND- z6hbY>i5ZN0|BhJlvR(Qf_ptGAecCPoDwyRUz%S@;bm{}0se$NQX$&&?N}N`DFZ9l+ zAI|*a^qkK`fR9=}=|XKMnDdJ=uqEGdk>*4{3Jge1(uT8gCc=W<`?3GgRJ;#fyHTwt z+KnOol6^I1-C^}%3G*BSsq&1hbev^J7PH-N1tOHLHPn62>j(NGX%|Pe-{|N(X&5xR z)e|BBH>kq?rED$q0Wow>3~ddKchV_Xxz(5$m{aGM`-Eo=P! ziPQ9euOB~`VASXDnJfJrr^LHBK@ovT*f>7#qHzbln#Z#wah)2uMUUL8FL$4kZ9@4h z45*U&qi{Xp*yeKp;qgo^i?P;!#X^oP;0uYn5GG(xp`byul)N)Y_?KzWHy--tS$gxg zmXM|cQwS!C=9JoDN~&;>Ea(gEUzcuDj8~?z?Ju|JG5=8+1ZoPSuJ55p`qVCpi`Zkz z$JJv~A1fL;H{MR`rJd{M5yJoJ7TxNyI1BQyG(x2CXR#AMbQI<7{2)Aw()Rh)$;7$( zWne5MIGT1wD-Vr2!@R^{v+_{JJUlQ6u*#N%8%$tFx0DK*S|~RWHYC(wlMD8Yu}wIj zY`Y6m>j7Bww4Plvoq`IQ(-Z%Dv*j{@sij*=%fFbhyqwg@A<@?Z|^-9z{A zSF|R)k~-Rf;@n?CaH(`!4_;;Ge7HgP$WydNx>^Pl@HIdpFv`&(x~Je<(RlO$LBG=l z&l2#OQP5hLM`cn1nX$tXH3@_E7JQ=_yqx#8h@{kIu~SI7-YHP0KsjkqEoK6c#;^CC zF@(dS{qkv*C7l!Atb&L0Y3)vEn6f`n@Mx>5I~W4wBCAPAWF`dj3GT?BsK#;6*2>1Z ztobx5^Gh`xybF!SbxgldiQ`QvqfV?)H|O9+Zu4mMigj3JQc6T5^L~c=9mSItMwBx1 zWox`DSUmWW3_j_EMYD}p8I^xx<~axpwmF4sXLfL~q)i~}hxo7N!;@4>i+0)d8; zYy0OJepuYb*YF(Lp~`;Tb4Z2dQ%g&AzlyGWe2vvvtlh+$B=&eq;G$L5#r-6}_Ww`0 zfMC2DexZ2pdA-M9gnWE|egb;$9eX-QZq-{YK&x$%keV(%54V{JzKNnO;1^1_GZfl; zdEZ;q@ZUO}HW0!bS$blr0oX;72}kx!r3WrVJMT(P^d9BvQ)#u@Rq92%qm3+EM)ozD z_++@rIax?6az(M3Ud}znzBa#*i1&-!!9R1_Q6D2>GVD%LIb$`wyg@PE7|6nmaCUmO z(@)d@`1^Qh>-7?qPCSYAp}PMHwXEhl=(7GTy|yu;(oN028>*`wKvs!12G92&i0X?im-mg)Im~nTu zHHf)K1S0z6+1UENWqqJrF8bQbywGbUebJIUFboHRfo}pu zhi9e}_(tGFIjbSFKyY@u|9LliHY;ec{GSmvDlbnY9mK-HPy&C8pO<@*+-JysQh4TN zpfJ`Jh|+cOYk1FCuEGm3`Q9aA3v(es>lk(XIR2GOtH;bwy=i?vx?4QO6Zyus%hKtH_be}d6+ z1F|cMVcrdPTcQOt^^Fj@%|RT`6@w-tabt{u?0*nN#M&~9Zo4|kBEe-9 zIZ`!_FXhnI(cFINT^zet>fmLq2tUhFC4z*~b^dEZIKOkGLJ=a>(JHHJg_ht&5KG?%q%XTUVO(974EO7WzT{(P2p;4EBJ( zg1!l2;>lkD3c@{gaNf~O{-X~t*eu6nb@*1{(OWewi)z2QdG7m({zqpos*x~=Cr@5F zkbBl;h`#(k8r*q94Zf?dzSv~Exx7A*VfTNW__CXwrW@BvG|w}=IO$+rgk2o3yJhr^(~xtTp+0uzEFnevRoO@);Vg~UH0!Gj=rQpAQ3UE= zTAg&qM8|k?@qPeH_Fyy_lO}zX-2v_m3%kE|Qc(3GQtIYY#dQ-7NN0BW-o$;}gn>jO z8%u)aNiZQds*5$5aXeWDuj$B4dsD$J-W)hf zrG>$H$uW>eboG-)`Ss|rekSjP!k+kn(_mpCcX3vEK2|#&VD0G67bU*qr*snvz*J`rZ`QbYIXq3X5*OkPF^2+qs>ft4!+6iy@sET_@@xi}3 z_J^Je&(e|e#4IuHYShwV@yP@@a|D;{DNrkL#KIO*mYz<_u91t%(+osCFQNV8Q6igP zI+UzL6Qn9J#fB{u#uFosu@^#BlP~Uct(tvS@$t2vnM#D9)0JxWZN-(GAC{nXkK)FG zqDdLui$gEbvO4R`bOh(60o+iB&4mjpRWXnRw|Kj$AMb7A-WPJHPbQWO?EJXfEqQPy z(5T!9PQkJ(pYK6$-k$SJe{(jJPBi%J;6ZvBoA@0on8jt(t#cZ(5Z>DmK z@83KV`Yu>9nxRX*ujS5IMm-on66<7n*ilaj3Tg*oO{pA$9+H#8GE6=C^0*8)@n(Jc zH5E~%44Xdo4rtjkwHLXjatCD9O{%c?AI?M#<`4VO@=>d=EG?=5z{ZI4MKzSynJ%}R zTC#6?5GdYo$w#|A6%$@y$1xhW*iER=pqG${O-v6$TDsqUc@@Q2_ajBYD?I-h^Y7pD zue^dVtD zID`V0S~p}$$xk6VxW5jER5Z7Pmk=cRb`mEL>W^{ZQk zHzOu zym@0`KZy%H61@DQYfIB$^ijM&tM^TdO%!9wzB+5eq`vac8Bv#py<#R_qW!Sxbn*rx zUV;9|f*>VZlg;WD|LjLP z9A!5K_C!v#yCaKJR9b%Ncpw%@PS>Y53?RD6%Qf>P`)W5_Q}v6|CbDre1q5esb_Pf_?VcsJ~|CNVVno=pJ7rHino z-(^_S61@QNDB%6e9ev)mYSTMA!imW@GIWiNc?$@Se~w|vRw zh6@bj>Kak6=gVvaybkyNUzmIpLTHYZ_;>liQp+IvE`Iv1TxH@qo7ri$>WU8`!FzwC z-^+M4LKGg>bNBDQu7S|+SRMwahQ0WITmy@?crP9xVT``(DcJ^SX*#JRk%}MFP77t0 zc&A0qO`gU;uciaDZR}N0)9}6x?)>0A8<`Y(UNPs35D$73Pp5k0mL6C}b~z=ev&Wb~ z>U9LyRTC3AzMj;%GND`}1;VdW4X8%rUWvtuM14Loq^XD1(MK#H{0;vPHzWKdp75Sv zpwA0h!N{R6CYBEgld|{o_?w+;>Gxzx4hs$gHXOAZJau&DzczU#ZyxR}#x5&+ne;cN z)E*PI%uLm%SBu|5K~74?zKwEoM}go_s#)ugVc7+5h0`{n_(pll-?kX{8$k&Fg>xNi zrnh}lLvpQL$(-Wy(gMlFqzT^h{wmFeG!3PP>HbSFu2i?MZyu^TZ~{+fc}-_|AaD^( z{(UbWc-&+I{tvmR{VBuD#?md{)XkxFfeW%?2b-r;1B)!T`ts{0dbI26`n4*Zb4JGH zJ{ffy9@k?M_G+W&u@X@#EE2jAxIjRdo8_bkLlM9{Q?Sv_pKFEDcmnyh4}uN}$5VHR zSHKkNk$vp{Xfuz%CPx<2sE4+yFd=}Pjl`&KW@BUX5_=ZL9fn6dz4ShjDBsU)@~`u6;cRvvjndg*@V8S_SM2tQsKmWW9GdU_vP%$9!|ZuHeq-}1L} zXFjtP4|2^8I7pcfX_M~l)>@_$wV4ogI`jKLebZBv;7B2CCX?P9p23QH`5CO|H6HWr zI(Gi380x^4TxO72-|xZ@dmN5t66AR$ zUU{;wEA6!!5+2XNzF7A=Kv4UQnTO|~G}&e;MaD#sY}g>P7Ak@Ueb~qin4Z#(T`L0j z`_a6vAi}WkRFicW5F>pnYk$SRg4|FU$njohN#*E0Sj6fvJv$!}<#8I*NqLZST*?AI z{EdyxS52pFbh^E}r(-(^l#VXV3 z`Db1sq-&n7bLp{14S5u>jkf!`XLHd~2IL*4OQw^CFK_K)-;p9ydXe{_wghCbM}`TS zR>2%^Sv!bNVs+-o@Y}&@ka$xH4+6ayilQEiwI;X`oaPjnJPa#nCblxK+m)MX>ejhK zlXW&G4DufEz;)H3*Y_v-l1Q{-Gy2a(TE&H?MEO?_lVw_TR}tB=%0+dVS6rVD-aklW zYj|NxNJ_qxH0EC+O{Z`cU?;$<5DdC>k~+h`Qh z4oAE)56gd`5SAN@kif%)9aPn?d zZhayAr@RgG4{yM=r!_r~v}xlVE-InMe#y)ZH}5Fu<`*G8B~pb+xT1c=S3YS|IIWxL zW_V%SQmv0wpqg+y!ONNsZz~j;N=&4&P7=bJ$afHAE*c&}*@h>&Tiu>ew(*JXp8X_` zx&~2x`D~?=ln|F(7KE(X4|*H-M!5A!uHBtH#s7%9mI{g}KqAizR*tl70)?eIuMuAk zO1}h}-qsb2{*gccH${rbFhcSd!HBPeR*D9GzRqhpVN>-3Ny;3lW=@fZr)9s5{qo~# zoNw3J)WSCFfqde^fD<^G@L-+S$z2jDTYay)Kq;WpC9FBWUB8L_FR6XwVlpE&56rGM++L!P+Zqvzbe zT0)}}B0xruX)_2D0|GEW1kcCKSpNUuZ@C?9K};Xx!U7kDtS_%E{=hhx?f*23#+g7Q zE}hF{+zrKrMHDz|U}y$pUId2-lCo8s?kiQp@PoN>MQ;t!WIzE96q;@SQ;^(jSMadY zW2E~d0Fi+IASBpgPog!B`cyIz-fGcAb)w1tB>pD2`4+%?6Akd+1W~wvLVPe<;it24jY2wP~VIXg6x}3BGheU(_T>`)oPt(GUyO)`g$f9Y1l+oA6Xt9< z-x5zyg)K$OE|4_A;Jw^gFYht5_wrxkts`*XaGbUM-z|WG zyOD|?7LR?Ko=o<3W#1=(Ao4L;IeIUdk>!GW)ibk@)auAN>aY9RDv?wl?kwi(w9caM zg`UwLn-u?v|E$urp*bSIc6WLoIYluW{MS9!769dnJ~y8Xw4({SaeweOo(%QpY3{FsI#qO^e9#c6@>iYPXMT6reLAz~qApx2S@ z2`NgE-;dqe`YRTjqX(k8gpiXUf0<6k1O6%KKqUyTDbL-zeF;x)FLWo4HS^(~)<~lD<*m)@`$G4w1-F_@IY`3~&GN!q`}7 z(uhC;v)mxc*)Oc330$7;@bns0m+4On3V+?D21&#DjZjUm&W*-D(9j7z4+!)lXvN;%D!qA?rm^=%`<=9^))KXU4eVo zKZSYw3JrI*ERpw*ti~T%f?@m}sg5Ppe#B@mS!2~@O7&M@7N}+BdscVD@39T$stBZp&IHd5c_Tiov}$Tk$Z4#5Vz-!( zRJ8ho3AphHoBp!oOuw3t~Z6Xa8v;`%62kmW`bWAVO`c43ywd zkZYdewYu^h6N|VLkv$R7iH$I4^-Kh)w>RTVq&+65Y;pWCw3sYdb44q1mO~ae`te`v z(-+7o&zed2=DgjV&PXq{m82R|Px5q+2b*w-v<_@yh>V9UBCTV?;u*ZGe=k=l2rA20 z6-yYn@yBrI$wDHyr^n4zeGdf9V|~Zr`D6)ci_ty-H7JYU^A$Rm`W{~L`h2T-Yhhzr zk|mF;jc<1pO(u6*hf|rz>@&XJu#^dBR&K5Akhlp;)-Pw~3;fr|RYEf=Cwh`Mc$dMT z{IY6TvIt=6lE=VUJ&I?k5K{*UbQ&hpIU72i%|ZLYS@5+%&7I=bpde$;@giejh;wwk z)ai5+4b!)|Q#!%uGfPavml)7pCY2Izn9442lH}vuxJ(StVDgwOQ3Uraze1~#$Bk30 zx7noonEnVcro>;$0-8AwS{0_Dts(-L*i>PdcR1m7Ewfv!%e%9WTyeanN7!;$%oPzt zAAc}maWDR$DlnOQMyJAcJx4vrVz13K(tDlRx1g6EQlf$_zSjrpI@#i|HrCd(laFBz z+2FJX6_}{em!!5E0mSEpjTbS8G5!@w*5-z`7k#LE_KPu#HWlFD@R&!JzPzDBE6e~A z62l3LNUR}GJ5WKcnju(-j-{a7zjdwSh#mpQPqSf!3+G$O^GvyWk`{r!n3#1vje6Pg%!IZhYHyZ9fj zbpKt<{|?B7tP;`=!IL&(T{PWq!h+@(Kp-{vTR>;qF#1CHou z083X$BUFBGr#?Nbbx7?CgSBey-c5jVYL`17L5OK&qmlsKXp*DrBNYlrp%H>gV)-Z%t91XW@n;g8^_N%gy79^JKT7@p;RktOHcc0 ziUO)sJ|G$HbRmylS&+{(S#Dkh*w%BONKy z`M^qRmZQWWW)|&y&3p<;qH{plAbI(e2riT&Hs7gy2dk?JcxnbmH&TVzTTlcciD4Ie zW%F^7qtr@F*l+&)A2sbZ!6}4mZ!s5y$ac3ZhTU$m-?%ilP_t&v5 z+X3=BUxLlW1P3@G!NX#Oxdpsz7sYy2%O7hJ>j3Xfcrcn}XjwgexdHVn_!Da~_K{yG z`#dxae-G`l0MJvrEP6RB^H$=B7xyMK*=HAsMjqy#Z2D4uh|1ZDt~V)gdMODD_#nNc zd94t4>@CZWiB>(8$q})Zr=Ow;))>bfC5|vnyl(v_8Wb>c=|I|3rDgZh-$+46@^&SY z^fAPo5ZnC6k39Wj&1ZVCrlE_SF5#K5TldgA@ukTmmCd0V{#fZi>S~}$xoz`4I|~21 zQ2B(%^EOG3piv?b#z`X=o+Lp(t=s!cXTfhWScV+1hrEBETf-=r|0pY`Bv&p0?tI&W z5z?C6W({?m1#Zk$WM;8gzYav=fxvJBN|#p?JEqQs9J9r(Gj{-wrt;c#-2-a8$6 z5ZPH9`Oulyf1isVl?5@QO%Za&vq8Q1ZkHrffrl(No?D)^OchpbF|G#Ky@g%Zw2KeL z8GTB11D83)y>u8KZH8w+F$S>7**D3ShipHmxq*K^4a5mn99m8oml&Kg$&WO{V;cJF zsFc%`&iGTZI2RH*sgzRze9thZ){y7F(mU=w1lx%a-iko?rBeD4sv)6Q!=@+rcTm(| zWvs?kA+p|OHPpH0ZtDrZdA62!FKO`Lvd{qe`ZC{X*q4sm@7m+s#rs8~Zo)yXKq0O3 z*thTLmY7NG_g?}z)=98T%OI`G5uYY*0`ipq*^r(bzUf8@9AlGgiq*4xCBf;>U_Dj1 z^722>U+=%rP>lZ|qSFGy6KDoWavgUP&K5`f;0N|B8mxm+=>CVrV52zMVu&BQUJGwV zpc29-2w9V|iAmo?Su89gbX_^z&Wfy<)Wn!}D@~zpio1oqFz6m;rUi%i%o%Fuh@$F% z;wp{Kcp0!)<`JCFe%dWoL}k8yIv4jrXEWSYRj9jptBP^72tmA)Y7@r)@4xstoJ%96W-wiDYk{XXrN(jROy|jjc zLt(Enf5RlU(@9*{ps7Tm9~ZKsJg+hN7n!@TuF)ha>Fi2Vlr1xSpA_>Y`yDfuCzxu!bg0M2=1RZYF+Ild z)#Kq?e_+?7s;&X^&ekR9Q+z>6{Z!GbO=Uga$a5F4bW(5J;(ti-&;1vY<&R zyuy=uzL(0*@rVd|o&hTI`cr2u-TzMcXPsUojhJx&#VtZx>m~J)3V1 zf2*hpgw5-uxq}s$^)M$$_VNTRdQZ}5JEW%^iz)DD^X2jfilycuni#Dm5sCv0L_YR zB#wvdR1iBkO|NJHLcoWi1zpkFyRgv$RTB|t0Kxs_cv7so6@(*}HBUSMuZfkKqHwPoGh8DRFdloRAntj2RjfPg?tOUl7}NmpV_0U-Lc2+tgFt*@*=B#&PvfJOWWG0Wg*9@xly zv7u2qJMOg;BejDnP<&GStXa~A2@^zY0v+o7S_DDf0fwwPEq?3O7~=Gh2Au*hgbb&6 zU9Eb1##B*`0I>&P0!z#5dimPWf#fb24YEBP#Wq)t(N2>J7cms)K80@ z5cQ$Gz|@%ExLPQxdL`vqTt|+4eK5y#`Q!AZB2+Qi(a`(WHD6tI9W#z=f2-=>!%_pO zXzk3S70-^^{)`A{Q)%_iBovW64ctFHbsxKg;Oyy~dlLAHte9P*CUL9kvsJ(y`vbpx zx$4zq?yYH@B?hoJUH%^R+U?FN%!m?ByW6FF!!2KKr`NuR{FZ5cEsVZ6%D;q21ovau z>okBgeN5jKSE!p9(L-;57i5)gan@y3;GPybRl#}~} zy4Ys;;&AIVJXPs~L#dhsvzL6!;{|p<3FWJ}0UfV&=+`cvimOxr?|t331sR{RDpkt% z=U`zF4CGNkkMPog8mTad1~$PPkJ4aT30*Nn?R!wVO2gsnEpT13A0D^vf1qAOPN8xV zuQ9uItGZ3AqR6)A>kn;gO}ku=u_rsuks$gpl(o5!#fqhI7rU1P1_mdhmA9V%W` zKfPW*a$1<64Psj1ZcN4;gYB>Z4hLi^qS?H+gENrRU z)Zh(()P>ZpCy1mu#Us7u*wFZDM+Ro|?Vbhn60u#9R_r&w*hU6h^Y|l|&qFXJh{s9p zwHeGJe68$n)ih`MeeztxlPmYd6U?2ybF0;syDn+CX|F0Nz)M*;4`&G`=J3Zs5L|Mnz|Ekm9LdWDOdpZp-c#98@CO^?n z3wN(&)iJhTozcbhddB_U@pF$+ezY8PI-4n6*zpr9{be!)^;S{U+>STE>DkNj1loj+ zCsin$i1TQF`%r#iz(o1p3nlDw=Lh5^tq;7vB=)2HZUJlmS2^ydJ$X< zMLhSX*t-7xJul4vxHQl!jt9!XA9xca_SL2?%4QS}2{)(0^CfJXLaYT)|6DbEXPCH` zWc8PsZP^x@n~>+e;J(BvDo)W15qv2?O>c$xkRo?leeoo#~UUA z(th;6+Y=vr0sqYL6^w9$i4~2jV~v~J)k?d)ENs<+> ziH2h>(Vddk!`@SrQ}WF^^LO?|-vX`Ii?~c=ZmF)y@9W|Ec0@ShgOpULhFoOfXvwKM z8wgvK9!P2XNaz$`Z2YQ9nY|K)NhqWluE|A&o%!`u6u6>{I8u}@elWYJkqa_3#U4nmt-n zi1mU_LOdxvORxQ8I+FOPFl73W!zw{>%q4lo7gM6{OG38@OsC8`*y}@Z8;I-%N9sh< z9@ZC7FMigGi$fbCO<~=Z5!T_pOy-3vwTH;{P(O4}#G}ABYd=1Xpa2qRiP6(f$@%T5 zyCArNZ+Oi0g+rhem5^8nFsasnc>*sa1pcIQ@~|P4o2Q89d-u&Qf?}dqM$)r{Qmy;l z*(M~ryR3)%w19TK94gsRs#utn)eN^G`_7^pDnE^@C&bDxR4$Z5rDC!e*y*$WS~15Q z#!_dGHi0eK%P$n&495sgAe$QFQ;-%&fdz+~%9r81;-|kyz@N@Qi^NfA9k%SMd}gjrImzSRS{UmIA`&0lYkT-u{}x-HsD<3K z088;u8}JRrV?NBX)h+Ny<~dOgz_lls^{VNsP=*`v;GN-Szafxo$@R0!alEv~7WNBx zkZt#o&u(rtdZ)*P-#{aDNq1EImWf>7Qkp|$;SgWc#05q9G_2#J5%3At*WZ=S6Y;#W zCde@T8$C;y)h`NYd!JX$uZA&s+6{9}s2&K5LZEaKGn_J%ShpFc{w}H;V6bE0`350U_Oo2>mM^RLi3JEe2ozOIv)t$DbYnlQeSH_S`?egm zfRy0sckpF_)F9=$`V1s{^EOD9Y0zr_L#*!vg?gA}!$Bpla#LlOm^QPDVG}xxT$n=X zyXCcZ(?jcEH?rwOLqWS)ruW>-jXF78BF)V07?PGjE1X?0QqM@OavXOtcWxjmiHM|p z#P6*dG`H9@lvo zBBkfh=mC7v{=SthPGCpnOhjAY$p7F(UjeK%km=FX z_a*c7d9V$xQw#D$E6%=}FR25cCBNeg4$!V|CI zXe2VR0b0t9@&l6a05o>}u?!IVS*lQfxWx61HV%gR*?CuqZ^NidY?wK*wcU7+Bs>hC zNXzbHBsbA^m4aJr82UX`UZ|%XAuUth)LyMZt0bTlzR!bab2kE-U>|gL4EF0c*Dm$+ zyF~;fY1m3$010mIms>!M;*O%^b@cIh^MNATQ!4HE-qv(VyBwQX7rbt#koV|@_2^i$ z?K@6D$m;$Kc$uoikW~oRVKpg5&?5K!s_K8f!@>O&Y?Q@M#3Q(eqJ-ju4aGpOOaQ<2 zx5Ej(f+(a52+yCMc`9^?r3OGS%M-1f;F0MJxJu}5XpW+UxZ6KboU9eS3IDOV2Wyx_ zvChKzHHSXNJrxH%j(Pi8USQDt@r+j!F-#3z_|Bt!F>O6@D4O{xbv1@Eme#3grvukf zX{rM^bm)tXv%&|Lc^7A4|J>2E$tGNlv5a=dsaWs2RJM9;Y(rh|GSjHCtycE z8XscV=1k$H3}r$ghi!wpj$yXF48!ee>0;e~KQH7tD+@X$y~pRj%ZA&~XyYvvrpe*9 z6(5>7uG{?-*aCGqHqG+_!ecTs*RZc*|DoIGjFW*qAK3G4mfmikbU;1rJ#T_e6=5v- zaUx+1^0#hy{2d0weu*xX;dE;dU!<}NBC&cE?kc6>p%15377?Z`2UfV5D78j^9Ng#f za63a0;XQN*f+5g+wf*v30d>6;pPZ#iQwMj(Tzt7w5Ls}sTC$pDxGk<2*{XVh|j#8lqj8uq+!NP79AwbrLO-0^Nus@Mont;EU; z2lIvJlv;6GWJJj=@#-jeSnqXT@-A3iD&aP;xvJV_={zyX&@>Ck{?t*{a2yUWS zuUbXgLc^J<5$Sb^zd&F8u22ra;bvq8-3p)PHpK^hAk21zAf$$0vygDMdHbw1%e$)Z zo*JD)a6MugAgpnzQAn?yT3|2e7q7=7fh=fj>TR=!2V1e?M=Egr3ZR0qPWoTUEy_t*=>!&3vOBz&fy%~#bWML7+|k( z#@clWi}W^VbX*1whHDsZPOf{z*^TGa_$)wj$WkIL0UBG#Sj>T?V54;&qPE~bf;Twn zykZx}Qmm4oP%hO_Q#M|3I6tZXmLyH~r_Ultnae4F-H;J#$Z4JXwYU10P;^aUKv6$( zaeuW?L`_maQ9W{Ty^9Sl328+rNo5pZ}y?2pETASl*wC@hd^@;JP zi|6-|^QZ26k?s6h2gj3bZIr*ob7V>Ub1}q(Ky9h%HvtS-C@lzPb5S1jW=pSYr~_e_ z$CJxSIS&3F@RZ1c{__vFxN@>+K9K&}+WF;9<^>I|%Ag4yARFX=f^}G-XIUIEwE4nw@%%+<~=_ZyjDo|8Ie5+h)k>uEwofyM; z`>J9>y1a>fb;p23eI3}#DpzM3C;q-gNa<3KONr|LLN$tEwzdn4!+wJq-fRGqIGhl! zWneZjAN-L7KeK|}?m&4gOA2PDGbS9(ObZqxTh(l$nhMQ;fDeTn7EdRj8(&z7`;I5x zV51z4dT;d9K))+)G#phE6KiiLX8>*On!Z!M#hmXIE=Zc9`Y4nR3>-cZIGP49LGd>) znQuDwAL(^qLsNJ^IV?2&(|u$+Q*oaioudrKzKQp5pwei~ysvD_QhHRFj&&&E_x((F ze`TYU=+N%5O=XbVvg9VG)ri!TX1nR=$olV@{{-ILkdfR5LdY1C#LS%66)y^sLTzUL zt*3czz(~%Bcug@?|HBE|8W=SS{4|i(Lmm_b>SiWfd#M~y2?|h*8FY`+H~EWZ20@LY z-En`ii8-JE95zyDtD0AFkgF}M4@6h082?N`vhn~A(s6nM`7Mp`Ee!=)5e;5NN1WW5 zD~0>;&rzH;138sA3Z*5|tXV;ClJb7@&dQL_s1&Ugsw3LAa=dd3R33!jM-fZexyLX!i|@b{;$|&T&lI{b|C=etqN?? zc8&EJMh?wG9_PAYHSn3eqGl}R02!)s)Gi=Q-Ww%t(%{REQB<#pg|-#a;lz9sQ4qS; zrx9CW+YXIS0c^|XY;;PKl;Fnn4J9vJCS}7e;ynB}^N^uK8hWroX?s0op6{{U=Wa=F z80PnU$cc|PX%fJar<>j<1}EGa>dkSk@5sutsqME%Bj=>SqCwA?&l-l`KQw#Xq6Da6 z#unSY!i1~gzUFM&bsYQNw|G>l|2n2_H)d?0Z;^n#WXER0^xFlb7cPfw^SvEAlB0~A zKY4MivZN06^XRLCs#4o{;?s>;J^#Kj1|QPF2ab|53qsVgfad7W*a_-LK9;t3qQ)LJ zFTZS;3i;ZR%Mv2HahIJ~G+@SqazE@bGblev#N4=Agi7IU=zsVO+(?Da^gSX8FAn?i z220ZV49XQXrT<9Z|-60Iv$oSNQU&567gH&8M$bbrK17KGJ;tnLj7df}Nkq&$On+#3oE;2EfCg$p;ASet`CiR~Fio`mbZCcNc zd&u|g$KYa_YmryM4rRw<>TM_QEe9m*%MQorV4b#c?0dgzxeBBxqCY}(WLEw(jE2j{+`;YXVXeCQ(;lSq|ZV|i`=wm-*RI8P6fUCRC!sJ(Z6FUFLG zf;~+rRY3cJV4){7$Sh*V$t0`G6y#rKq9rPjTUonJ2qcF9U2o>WWkNCFF#NM45+~$U)#G1C1*NhLEr70z6OPW9J>S^%eZkCiD z?b^f$^Kw2%LT+GN%F)uZ=odRY&f66Rg>e23adJd?D`vDdF1OhaAN7Z8Vwh=qy3FOU zq={t~j57*>ZWq7^=-R&^I*88E#&1lQnNa+fu8F)q+>wye7UcSJ6_);k8`z92C*&-l zlM2If@=@&lbPMM5-gWw9>i%D8%K7&gsyCf90LW5exNLLgBK!Ns*TK^Kn}S8?@O4zf z|3lPU2Q>A*f80uoFh)otUD6?40|tyPrCYiYP^6?8NRI9fm2`}hZlt?J5Trr6@i~0H z&+mEuyY6de+kLj3vvaQdeZAfZEBAya6N+$+bgly=J8>uFsp2o8bkHyibz{!o|6|QN z7{o<;RclHC@VVeaPsF-E)7G=`fehv$14PDjl&LBfjyYgms=?p9q>L$4Ee#CGWO2F=f60Tl4DC8n!F^jdxW#$kj3$gV3k5nqR2~K=;*2#v3v}KL zZv0`!7Ttkj=l}2J_V$2t?s4M&!n_JM?$iEe!4ytl>!BBnH3vm1pX&8|>n%)cJ)(K- zBn-SwJtj(Fe5P=T`SVgAHc_!Hy6%>B6rwPKe>%jac!#ajm$Bc#ioz@P51V5%Eo-{r z*MftIzV5g>Aw}D23V+Eps3?G*rZq!ToNh?U@Scc2 zrMz((as3Lr42a(Awj3|fDv9wI`WL$LDc?+j_u}HWzkL}eDet@JLa#Vqs(uxIjA516 zO}WhJsjz>ca}K{t(0S6yzUH~q%$9`jmu>s|g0Wr#t90uU>(teTNF%F$WOi4+CHg(@ z^!r6GkSN=h1`}+r-UrP+0zY_y7XINSl*gy*J7Ezi0wjBqIPa2@(HZd7V87g&LgjY|PuCSNhO{;9c7Ns$Y6{A72KU9BOh2$B(bdlLD<}XhF zQUYW3cOTWMI-yk;OJ7kJyORC*q2?e^Wcy8k_^Y+2k3H6({}b0?4!-3CZ5?tM4&*vD zUAvJ*GE>OkN9fS}rS8}MZPWR)I7e=dmc>A{6RzqU)wDZ&EMQcAf*0s$LBI<{M7sY^q{$?Kql@~d9Sr*Q9YRR zWh~Dg>5y8bt3m3qB|_C%{W-iO2nM*@S#a0Zt~;Wu-_y> zF3Y|f7p_kY`eyERh}qn#GTZUtjHc6Po(~$nKV7~JpE9-NjXf7sT_SMa*JV&Ur^PrS z2)^TaYij?SIOfwN7QspAv@OQnBxcMSh3W;K-7@hR$kA5Dtow_=WdnU}kHD6mZJuh{ z*o@qS-xHelE1i!aA>}MFuiDjqU(xCGK|h|Xl_mK`<17iZCszn)(Zz;;T+lV6PYZn{ z)yu(<#vROpp`;`iI>sH!fYXkxulWxrUlm7$*OjH02pC{km=U9?g=#n{bq8Ow;!H{1 z>b3xWqqz4t zoI=E#RVVb9HgO8)XuB52KW)W-{sYGxI3aYuW)?{4)28H$n*`jt``dKK1I<3);G&78 zwA+LJY0Lfdf3?nmqXxEXYsLYngix@ZRRzv!w)GX2hQ`l^C7 zU##-#k|fRyB*IZ~^he}&dm}`ya*M(qV5|%xR!b!^Iby}}Pz0l8HT!3H!TWA_WQR=| zOL!**>uB?f>&3ySci_l8yOv0WL>^)(oS^=oKL!AGxE??M37V8@5|+h07?)nNO2_fR z&TS4=u0BIXWz@14?LB(m?#=TeG4H!6vGgPYl13V@0HS(i>BToy?I(N6B_FOzb*jH{ohpR9YE1Da4$g4amj;?sa7)3nGk#RCE@e zEZW6x(eHnqq)X}LpDN@p8lDJYz~wv@eId6%*h5zgNTV3}*OAGV@!IC)qreSZQ$TP)rMKgm-Y4YpS5LDETveYX#+=|A z&2MZ}Q3CRn@1lZtgHTQ|VbZ_cAjz-Ohnr83%%{>HRP>tMvbT-1%QrD%WH?QAO*=&Qw%c-s2j`i2*HrF7u^f}ASw(kq2(bQK+^&Ntj7`C4Dzj< z7vq-N1sQyH?icO?)BZ}rZmQ;?{V5yaqKJvYPmt)A(c00VqNnv<3XvtXOA*nq0k+<} z#zBGow{&OS&e?ImC`t1vJ^Z4FQ#T(mWei73iFiYsz5rw||bbv#q7zihIc6;=Kqndh&< z4=#$n=GQq*v5%0*^b8Rb0QAU6uMnbH`PA~B)xKfl3zp^f<Kz5IDvx z+Pa^(*BcPs{wLFxHKPnKC#oQ{*I8fI3eoQ4V* z?;D@vB?1KFsa$=$*k0q*x*47kC#?~HV;&$ABJR<8 zGMQ5Kkj)Wcuy7H-RZawDYzD}8E}=Y`VA$TZ-GooxE>0vc(FlG!j|^>e-d0Kk?ODSa ziTAnPQdF7S*$uYlMUl-4AK}K(LjiFw8iCuYNcU@(I4r1n@rq zE(aDL%Q*s&dY?G!@N$OrwEYGfn7B(<0WAYx)#MJVl+wIyk2^Y>UnMQ}p63M2MXb?c zuw(l)a~yBfCNnCDmQ}1rJpec!q~31`^&S8mih!uxYTy~Lp7x-Zh6;=V(tVT%@GPN} z^@mlqK|VmNUc(eIn2PcMIt})A`su}fSab9Nit5T(Y6c7SMMnZl=l`YcefNR6n$Q4M z@T~s;C=Y4=KS+wVz}_fA0i4Lb(6ZbO(t%jRSWSK(c}_Ren-YbWz`Jse`)^=kJ&Z^2 z%Cy%?(x$cg2KaR(q5Hnzf1p|bZya0XPr+cOt|wY%cFA!myMdF;1FT{V1~E4QQg7fy z$BsSIXA|i+4+y;mgQnwwZO>}}G7*MlkYk=;YrfympuV=3hQr zQY=qSZ(*KyZh-lh-9L5qjlz8a7e)R)aYMi&#G=lcu)W7UPR+gS95T3#<+eW3W z@7g}C`I%)IMpt6++VmZglpeSq%CAo9Oz8OkNzy$PmSGB#!5m@^77>b+0bi=-G(y3P z55l|``p*fwJs`iLRqhFL8W@0uZ4nH#XJ5l{3Y@{~d`ECG4tcP3h&~3IRjx9j`~n?I zP@dNtW{1&t&MogGgY(u}yxINAi#5> zL3P#y26CK`F5ug&!+)LFk#QPm*XevlfRETHi#$y8hM8!-(#KCpAh%V-}~+lKn+uE^PFb&7sCe(9q- z%iC|$dGo_a$U>Vg9Men`+UZ9YamVG?#qPQ*bVnhAcS1jOk2s$`;liP2sN}# z5quexl(=7?KSNh6{@$$`$;QgbboN$58gVPz_V*7S@l4K6S3X#L#^7if zIy1{5fH^^nLA!~r7XQ5ve_4fDb#d83`D|#3UX3%Ew+kx)15IsM`^n_F;3e)EX0VWM z^!5)cTLD%R)%7P%SKDTWp*O3$c4$G!7)j|-x|!xG^wVgM_iFEChipv6!^o049h-;@ z`A=Gheq|pT4Mp=0sca0<%5TuR$P?jMzDVa;#0;wHhNfFT%n4BKK$=&k9j^gx2NQ8 zMsH_`?^FSUxzAnHm5qhx*9EiTT>O6sJcwy|<2#D_!hw}RuRCk=v(DK%c^c`0HVNlI zDuhg40L{2r&VL1(JFypLCHTQv=a7de96wm~0FnVTpSTFSlSNz-*#@l>UU_IxVffQT zw1W7;8uzPykIlMo?SggEc$%F@F62a_elo=krn>Y)1Vo~89zySK!qeBWl0H6l^~a9V z$=H&~R;enc`{lPOSKZ)+S$u)nOkZy^eg4P@+$i4!Qa=) z87exLXa;hp$+nH;k*qcP&9dtQzmJ*JirJmYs=z+S$jrDol07FeoN+yF@n_ZS&#JeX z4J$(3QPI~lPF5vDCJyRJLX;CANBZ@I=Uhj`Lfo^dZP9+nyVkfaFf|h zHj3sY!cLyO&@J&yMkt(+#0r&Zrcb<5&-kIE|5=Njf5ST&fptOxdR9h~?$JC5d+UR1 zi>n(I`w(0C;41zX^BD255eF4Ub4*_@j>tO=%KsYsrTp^#xy@JT2^`m!LpMsb(S!i< z8;+~^U+hl+p`iF`@tLIX(BAfqkoBAD@N(@>t)*?nqDoRTVNR z=3+QYD>?*kgX6d;rhY4=ca}>A)7JNKaYK!=_YOn6cZjO=NH*z! z2K7S3p=SuL%s9bigCr8kWZ#iPp`$VHqQ70#(@?sm#{p}|ql<8Yx z_HbkSI0i~xQ&?ahY2yTU6*Um@s2XupNu1LaK;qg?JCSt|c~+C*yuW0M-=|(TdNc#F z+~;`%@=p7Nw=L9RB!RrjEU`2pBOiXW-OZ+IeIRg zdnQ8?SpSh3)_N>X?qc~Ue^8mD)HrZn8R!&;k&lcWtPi;o^8#W@0(aT2Y9~Ahx#l-@ zK&mY&j+VJI(}ek}iW?@_j;kHB5|uy`z{(GpP6Sq$JjL&x85SBhDf?d)qQ7s$e4!B-vBgs z9E>{(9Srw9D!y%nv6Y%4s`1%-u>ph0FC)v8;Z|03tWeQgpn0XuQ`?PR$OPw_r}8~L z%AdY}!~)b7p^*H2FGSxHjLsMO9z1j}!S`2EWT;j#3Q(9AJi)l5Vh*;uQI2o!MY@X?UR0gbwndE6d#BYA(2wy^`{koB~$9njLx;W>#^El}oNRgQpQ8bSh*RvP>$A z6RV!tJ91=e?i`~l%*1yG)H^pmK{3QcV&RvzElZK;Mm}tMQG8}!jC>Ya!RuAy8eVp- zwOzpc7Ynj?*d7pS@tLxihhu5Al^i*OO-FdwJc33(RbR+6scD|Pw^KFflftf@4LRtV z8Ch*OR-;lJ$-8kA#9QqBNNV}Jy&E+A%5)Lp)#TCsmNYw};_UG@gf|i>ON(M;qc=5@`0y{eBL2iVtA?MRQ080} zaBrYv?ZD@vM(jdueuXUejUBBm@ zKAv7LR6ar2+p?4SEI=+GL)svSSR( zB+BEmRWC;1apnil=f?zHpu2M2r@7yo>yGniJ+IFr_;Fr1s$KISmkFiWJnubegAdTN zLu^m^wC=)1eQt;Vn>%9)Li@WhLL zOdlAOWaniSk*AJ8R35_aVnQ?WF(tJa_AYfzZL-dsQ!~5p+I!0 zH!!C%q!I4yz)HdXVa$+HEj&9{o^d+jm{-OB7=;2??{s3>>xW!W$MdiBdbAY zQt(>WKQWS9*SdI*`P86DqEi10(x>dpRybl<*NjsiPMnp6m1mlgh`LZ&ig|CxTQ?0>^wN%>P}}Bx65wm zGx^W!VR8b@rZHC#j0>y&B){&GiF$ zvs{ht|4FPm?fL7Y*YipIp_!q=xLYO3P=8D|Yv+YLwaKIHG{b3m*ZjBH?|H6Z;1PLs zryur4XHE{uMZJpl&#cali31)C^X*ch*Po&=S0HmZk5h{{31#QOq>xA63k(0^h0qEx zZ&~8P>6|c5VQT?NU+Bq&f*COWLMQk?je_kcx5NQo@^+-Tv%dsDSp;l@%zsv+?g{@h z4tnJNY-VN@8z2x@M^d?qaHh;iA9dEuyAz79b$5ZckLFGrBA>gbP;hm=|EP)51tluq zzCe9W?wTHiQpcQ3RU_|@+T08>t|M(NeqyWa(h^u2-_R+&;N1_dJB!1%i0)yiX%AA< zH~QC2fHLINewsBaAIzr97;l&8=Zw_E54oNtzy~xLyntTuL2mW-7Oq2Q<;IYWdGV`1!U~38J-MwQ(;&g z52?Hw#(YTif1CXX>yJmN3vOemHL~FcR}ia-LFBj%*TU=O&MVNUgVxrgb$zI-qGl0b9?KD|;pq>`+c7MZ0( zEpd{__)oAwm9m zRJLddIxA1~Pv3|6+NJKXMfih7F0IYGzrXz4GJ7YMSwzfu05qf3(a0n0EP!l53(DrD zJ*mQy(eHs>1p~oqXVQbb9)|1Er#@Bwv@jvQojzb-RsHH4>?PmM3MI_cNHCfkeI`OG zb*$cK;}Lj^q}t)SF|>6V4gI6c%;V_33oB`xW=yO{L0RZ2N77_t7l)Gj8Xvy4^C>Cf zH5|IP4Kg)$-)C%Aklr~~?Fe?bkygq{S+@As`{U_<52%^mZVYG*+_w%?Qnu-Mqf?&YgZNONbEF^J zgCnD^_q)$}a}`TV5QQmSRcm)KZ5Pm7cJLIpW6J5bPQKN!3o*0Jv6z@hjEK77o@jhjI+96H8GNg(QQ_MH6W@Q2v3qMu*HzSH!Nv=kqSwx zSYkoIN*j0L0TXC?Z`2WeLg*5?v0*9fkL*oaeW74ZJd&CW4Q}Vo>INycZsME#(OgGavxE( zC%fUYgx_vGmmQd9Lb{n^2&d-vm;Gt}4H>JhLGosA_%@wf}Rd#221w zNw96&lp^Im;6j4AgzR2BqE5MU1r{KBA5*#I{IA-lM2s9*BZMxpvEsGT1Jd0HGAymIQ;fsgWdBId)jK;v3aw zM_z0=HfD|@lWMaoFSb24h$fQpc%!b^D&AA`)>l5$$9aRih??XvZ33_B99?7`JC;A5 zh3nM2o{Jmi!ny?RD$>M0V9m-Cz4`ukl#|aMS*1!7p(mKZXd!#X9VT48D^=N_;$7us zJQ0(pA@^noA%ru5pH-hKXFUW6b6kFPf2V$71XPf>u|}4L=xaAnX0N%ou|O?D^w&eq zyS?I00L&$+l55 zShZ%^gD9hT0=%|(o`?sO!YZgTqf*_BmBRZ|&ff&Lf4=1bmr>Ez z7E5N*RdfD(im{^*>D1`7+};E{fTUD7O&yxS=lt;x4KidQ--_H6#31bn43e2pA2(~w z^7t8u-8XUW`6HDXb~?a8ors!G{6c*d8lfG3ZCq(`C#ywv^qsK|AmN@_NVgv zu58=&&MHr01# zM>d_shnSvx1UgT%JE!U9NXALuOX+ z>k(uHIH>J)ya}xlbuBN9u9MXG2u8xyoeq4^EC{?m6{KNDJZ2TTkO&qr&3<24{<*i| zOOD>rRHj(-i6jG62_H3?9AS72xpH^43D9aoYH3H<#sJVesu+eF!@5$U_Rrz9cGTA=A$A=5u=WHJx7AGrvAc(*XJ4M=f&1NI)5z--F(ZhX`8RVKq=m$jO9ZGxS``&?)!aJ-v zk{$Y;ODz&7c-8QV!iME%Ai3pkFmiq#ZZ> zq#qCmt0ea(^__uWKZ8U*Bja!WOODkW7=p%Lm*Y8i z%$J^8LSK;zeRJN%kQmA&e2$87zLcAfkjY5mQbN6G&PI~}25A+C@r-l{Z!dOyMs;ch zV=k`p9%VSc_1)Y-W7(pzVr`6y-6{&u!C4JWLB59X&I)*`T0BUz0jx*A#2NixSIA~Gp>G+GovyL-{#2RWwMql!f`>s zYo0sh7c9VDh|B?Ksyc+=<(INw=8koU`=zRaQWGG(;FRw;*pv4@RrLoceBxk<i0nbZKgiR@cXOpO+afQT<_!N8WXEs}_Kp+Z%q)=Ym$Sq2StM&*x!COq z@>Tc~PrF-R20LAdX&c`{&*nX;N<8tT(=x@R&6PT3W-aW2&TVjL z(0z1;1A^Yfh%? zpJ;>771Qu05-ZDH2NS@Rll<*!;qWZqFXskI=)F1RTErm{@tGO<7PaAn?L{z# z1R`^(n{yMW^2bx_;{}H(BuJAhU2Qir9oBA9Yj>IZrqUe-TZ1I!V^uH2;xj?PdGq}~ zO9Y54&dOVdnq?aoGPFikID+1LdRXVJrk9U@mbW}$B~Jb6FRf_Qv}tf&*y76{GH-Rh zs$A5(OyRtMQgrQ?z?biqY$kcca;|-GqUrKpdpZDgsZ}rr$^IsHrjRgMmr35#(*vk; z%}~kG8z%1DubmZTT;B6ZnV-6yZC<6`8l6S5q6mA@rKr=~s*lcxcL;> z)8tR;PpUWsrlmqp_T^k-+qZ7szmb`U86x$ySLZj`Hf36FaH#3w1{(QkqjibNxKMM} zh{=GJQlc_wA6=_sGqWb*J!Sn<)SL|>;0Z}GCU;Z3<+et{3Nv@ajtY;y3P)VaP_G*f z`tjsMj!We(H48LdzkET3nsHl-OcmFqTC*-y1UiB5!otTiQ+`ewp|tR_>(U~?1Z%yt zV*1`#kBvoZodsv@t4St9&DiQLc|1csa6F}NUafY?S6re&F7lyZA-Q~;fS~q6OAW$M zBTQ)aprFdPdJ*T@VXO%{C(7b^BO27MEL~zzVgnZ_0Vy3_FeC%6d`~g>9j`l)Y0)7w z2B;$Kxz)U`(}?Ud*Hh9qOnUv{6h_#Mgv1ASENn=<&}f3QWrV0Xmvf;O8tA3fI!a2W zqzqqA`19mb%uOXOD85m;DV+0sw&gmv_R5VT-wsdstO)o>tY+hNa_#~5VcKMdeYe1b z=q}UT02gGs>uVOjM>PX-7Na`R*+SA39E1 zP}Qyz+;8@@14f1pTz4gN=zld2Uxz$umYvQ2&P|E7uycF>wtFUU)*BTuc0eykgXV#J zkMnz){t=)@al_J)lX?7y10x8>ZRC)M(21;r4g;*_MA&f*cH(TmmVI=76p2$3{R@ot ztA~TZj;wGetE+pAC@XQFxT4BAlQcwIO7$ChP2DB_mDrxy4f@s z_)N(jA2GyM;3bg9MSpxxSo%6#=~Jspp7oxH5Ir)iNnA2$DYcAZlPMfvWlLcg2FJ<~ z%NF(0{9&g~#HL21F}!R#c2j!pMq(WGV{5RB-lrYr#!giD1r#y$7`vmmKe|$cng}}! zJ(Yp0_4LP;a6sqjVK=tt*Yq}xRYaTx7;6dAAdlD8Bh#@bf%G=%;;oDUoDUXOIV^$u zB{gz8>o1WOix0}{yFi9;Ypb--AR!7kK(zv#mbq{V`H&SUY7Veydigr)swtw;{4Hv` z^XB&;>s+~U(J^YH0kH~4TDb|nv1-*L@`=_&CbEc8gHa1}@eXEcsxZWhpX@12@_ne=c@?gB^@aoeq7l^KsDX5^nu`M<12} z{=(LJ&U4;@tMeGjC@%gBu^@Rn8M&^?KA1r>Nf>7x2f427KG?uH#g9-_dPVzK{XvMF zTUyDIvYD+vawuGkaUL*obOL2RRHxq}X-BE@^_nh9g+u!u{R`FS3=H?j3yFP9P8q$C z%iUG0VKKq}OL|;-h3w?u3sZKdcb{lrEA2WB#ss_5I}(+R`U)Ln5MA}M`#~-b-Fq*Z zOjG5Wf(;+qo_kd4=CYT3IrZFu$l>Tax|SP8EXbpBlA-l_u4E*Jh51cn)2Gf9RgzKLV{4J8d#=u%9_MN4)_%b%9-O0LF%KX#BH+R2!u{q5|4=gcfM)SCzZa7jIC9hGkh<2A`<71%anXc zO-I^0Y9E;V5W1a@+SauO%XArHOJPTP9Zk-#Q_hIFeT-=cuv{1zEkV-8e*G@j9P2U@ zXIlqya%nj_(W*GS$4OMCwqbI~O+)EUydMj)zN!z9qB*6(NK`hy{n*S}BJwZ*zC6e7 zX<{AfA6Fp22Nd-(>I>__ERM45Z-Lcm+11-~~~S6BY(Y1s~C1C4PpQ zpxvENd^+R>-(l6~C#2@*RCmCoko}*f_Ki|{m;AES4>k87Xx?CA$v@zBNeQSGeRD&1jC5oh zoc`L5!;^UV_{Q$o@8D8R{74pY*ek#K>EvYKU6qu2hJa88&f2}-$ecKyJlK=HN0P*z zRmyH`uHAbSOr}-z&s}?i;*M;MC8`=9W50@W&Xcm7Vi1YHQFIu*px&cKVjoC`z+*nk zE)n_MH4-p}6nI@>ES>9p4nj{C-H{l+J8`!Kb}zkfM#r6?XDGlEnDv~#YNuPEl+zyI zj~JdvX%4&!Pcu-aECa;}ep#zOTrYh~H(VgJG`MolBSjGj!3w^QCc+QBv*Ck@ls~H% zEWk4ofg!PkIu(XjNGmkRm5|lXgu0<57SW``IaE;E-utV)M!i%bM2HzbFe2nBruj35 z(Gn!tsCBVP{P*V_MN!sVGS!+8u8~M)=r>IfBSvK-VSBWnd2m@v+n8*0`$W#HP2z_T z&0agYJ5F}*YdXqK`-wEPv)?|-2wD#Rs(PVnfYGQOjfYJGeB6jo0}knP*Y*p*!%n>Ld{D&TqHs0G(~F0fsMt9 zPu`W2-BV@j7m%qKIj8Ig$sEqx zhCt*BL=pa6nU&1SON1;2gARg3D ziQww#w+SDPTVxZshO#k|5k=9#ty~|5G9Ie2xQ!@)D!tpAPmpvUTfxQVWeeG0TFq;B zjrKIy7$Ga^2tq{S&ezhiV3+uVnM_Fno{t-(aG4^ypDG%6Yh6u{R>9W7&{@_18hM`y zA_=_@x0~>a|34?YIRzR;poJjWD$&E7>@9Ty&*bY^*dU>x?dykZAxyN|OE7lpA`g><5Bg@Qf4+=dP>k3po6}i4p@SLQn3j3fhybpUlw0UL z87`7!uJYtl=L|s>-FX;Vgg{(=K{X}@>wA-|v?RIWVT;XZxA57XbeO2_43f2)Mg6EL zRiQ5xx04i{G!gw4;nDxq-jO|ayh%iqy~c6#NvLG#OZV8Bo^hC{`~RUo_71!59vV!%KVqemmxjv4VV#+ zTh4UP6@-F8<2exLP4_&OeTemV(E4B|S#(MC3xnUB@yf{Lr`eC!4TP}P9jJdH*gp&k zIOFvr$S2-H-0~2-0Q1u{GJyCYgOkjI|*2 zDSeOR#yfyF2N)UR#=##(Gj)7p72OivQU2mXtx1ApNZy$2S8bByr^LX!A?v;d`tonx z=aFwY2%EshwQ`WJo|^2JaIlLF5(8F~b(xh#J8Tg#k7+hacIm_h_g!v_movzQB)=gW zWdr_*xGl`~Y%9<2kRH_X{dyPlEv6Q#*tma)mOa(eC_7(J=qIk_7bq>-5PVKK;~EFL z??wQYm6^oi?*e$mFVQs$3R^_X*Z~Ha^9gz^P4oX^0JhVw^}o>i1YO;|F}kv-A2AgB z!Tr~ai6?VUzwf*j4``_=`rJQCqH(W`4BN%TDR2b%%xeoxohTaT>Jowe{r6o!I!y}!;fWvb!uBHhGk&83`HX(u&2s3=+cz0=8=`h9}74&#euU@uncWUe*#J$ z69T~X8Vzi}+a+B+vH)Y?apb&P|4Qb}pPPinmRhi7@e3HhG8^4DKcJjvso!3)an9s}I~!2IhN_EmL=6{{VSE135}oj# zoSXA;m$7}G%;+o}b7oH#VfFu}XMEg6Y@R1D?r(#GrVk$SgaV1@ZjtRjL!wV)k0U7t zQoqrEEMWVbM;6UkTSWB=FY3is$66%kw&JtX))49-GuTH0XIDE3?g|Y2-T);cX!>Q6 zf!vTH;98@Z1m^+L`r@Teg9=pr`oHG)EC6f-kA%xu1G%>e2LFY|+CZ2Nv|cOvag~qF z@pXmC>_x^gKLbp`+yp=(XTR1YzGyeQ>~%nbD(=Zx*^(E$PP`3A?gQl9@vnKV>-9(i zqu9${lZX$g7^eu-Uuf5Gmv1oPP|Edswc%te5+*SNPUEU_ zP%<*xsQ}T_d6u!G1X~<2e) z(=6Iq^e&P4czuo=D~gYuprKoLU7s7v<1`7|_=Uzojuc;Q2NBZng~ql2O}|#={nG^2 zcg;F!yw&*1fCf|nby{e7!?ds9|$u`}Km+vKcBI1~nQ@M-#5f%Wh6Yo8HJ>a2W z!X%ZdyH-8FU}*Bjj7p9es|8_{c{ABJ^)$8~agUqKx>$keF|Q)(Tb`NuiS%vWl+lv@ zPO`_IBRBtWZAWhIK8J4WuU8JzK*qoYZrA?+6mt zHOefpwdQm3k_dzKLN=WML1`Zos=9s!t%BP~fZ|~?b$fotnYhz#hdFYejE%fnRZjGz z6~jqj>5__6!w!;wQMsL0wX6*j(2)koEEnO6-00=FN(H51ph2UBe(jn0v|V{J_xDg= zi+5Kn&)!K4K*ko~b9QeR!(`Uf2*~sp2aV1n#yx4`zt)WYITBm{vioRLh5$RMx|Knv z#2*CR{CL0mS(W0vJ{N`H~`(EFFi+%PvFkExa*=y~4 z{q9$VJ7JYln%olexQvvF9@dX! z3(oP`pL0npS8-p(9*OkD@v$gUgdG?6ChypMc$%#);w)0Q0Ol$9UL%s-$)5OzEIHb@L}r2F zTsYn!1o{J-o(1>hm7nBa6=m>V1n|$4DalB`9v)r8F@YI87~xS^uw#De^>$#OkplqC=YEiPliKU6bAOja|Y`D8}BpzoX^f&i3=x6J%YO)sAyH$8uDRn(60c>~h%Q3v^>+#kkbwc9i{fn>~vByyNkFZN>-~fR64o76*FH7xr0HV?8GPViAT#Oi-exfFkVD*LT7m*Y1Z4cX-rPhyl9kfL zB>I=}MOyB0DtNH8tm^rM&4LCrd7$^wI#8k2NrIYhVAfK?nZ7Qx{-|#hl7}<%t8qSc za`HQIWW64nnG$|aLMA~$xEJIX#p6VZpt;axP`}XxoHN{1Y1jzSwnui-9bY`=p_=W| zboJ#`ozwYFfMKkVUZq0MGF&UX^$%k9anfubSr z{=-g_)Z?Gt#$5>NWzoxglo3R%G}h>&{O{nA^9^r&Ck`{zbA%BC`xuuW&?J)oqg1ey z_W3&HRHa~)Gzcf(tG@hpeGha-PROta(qe6p2dDn|!O+S08xq^O##5w>oTU5xF8ry+ zQ^U2@)-~q5t{@+rnK-&QNh-KLf3I%uWyl1}3gzC={@>o66HegY-D-f5Tw)6(IHW2|L$|oT}&VC;t zA5YJxwb1utROm~6J|RVK9lul8lX&#XL;C+=QOn>P*gQsA&KVh&r_L5ezP{R#~6A7ITo@ zuV`j%GP_{WD`j`EdnDKKbJ3FmsguiRo*KtwQi++Mm?wFB6|n)v1$s!U zZKH1O>mmp<8-LB|M%}+?H(Eh3vF}YZOX@0){}G83=L&LMFI@!q3~*PdQuPCHp~G2Z ze5Bb|VJr~|vbv2zeR=Gz_G-O#z5*@|Cw=+DJrx@wc`IdM;oIhfK)lHKr#z@{rlslR z7y4v4LQcGNH~PLGS3)K1y!yk%>j#LLekGgU5*cy89;z{|ugGTp2;BI9CQ7fV9z7?=iV&7tJLpd|PI z4IYf8DFcJ7>>_Uzd5%hK=T6mYCJGYQ9(^n$;PBjm2OA)Ae?pBu8t>yL(_vyRY+ST z_r#~FR9T~F^-N>j+Oq#b{CZ>myiD(7Uga{f-KputjRuckS*p6)d5Eg?Xgbx?PuwhV zi1)nfzLAQ-5~dr!lqiddo(Zkn5zg`+$efap<)YMX5bgNSPLVL_How}iJ9b9|;s{xg z(hhHd=1Oy z8KTOsZFMoL4xb{1M(^--R2FC58v70qsjx(y_4bI$I;#a0abC=DsJ5{JuOap9KDqPKrwR&73*wXqkEMRxi?FzDoE!IcQz$H&zn2^SxwozF3lkoYl}b5eyxkoPOHRbvE;Z zUdk;vshq-yVdoW{w2HC)1r z+T(t@7WbwCwI>~(iLt2w8^9w*D2&G2K`pc0_V+Og6f0+|Zt6z!q+Mg;V=*V42Wp|91o6!K^;ZF6k?O6f<;Ku-^>0($6l5zxTy$Qz3rzRM-Q(mQ7Mg{`!&Sy52LKS$%h+Qv_ji_djgfnzL9X3%?Ot=x1KH-gM_+hcZ zat6wF?wTG|pO3EW|0G8SVzSvH1o!;3k zED5TTR`{&D$H<}A+FNbk-4|-?{-y}C@qmPpb17sR^;dz)Q-(r2Wi!d9#i`h=5zRiC zWX0#Nrt+w7DF|p$lda7Gk)rb_yTO4{c2?+E9CwzGh4tk7q|fffwEI7u5`Z$tEX=Bs zH129vZ2oy^Z=#Jvq~hpP2$h6OUQU>4lA!&!{@znYhO5QdP=M4YqCt*bx6?bVN_AL= zc~6>^6u_Q-d0j#(;ld->?VGh~c=aBBe_z|#+d9&jmwhj>fg&Bkh7zI^Vk&y;)5{kK z!sSY=*mT#M@4gN)%xmbN@1Ba~D}D#+dk{@5Nw$@hYFeHelaABec|R$f6$7fhw0#_X z7e|;1+N6tFUlM-Qy{_%ZulWgoh-Icj!g$fVctoe&Fc2$;EB2-jXh1)H3in~hT*su? z9X65$#Ac#uJ*4gZQNEfCQw`}ssPUaG{>F{>vvI?~03cj{$o2lI`Pj<@qS$gu?>?EY&J5_-swMQ^M#^bsF%f#;=*_cPv$+01dplRv-#92p|Dnw+-|F{ z>)s1Rt2D|Y%3V#b(q>-AZBD;_ctIa_a@R8O=!PfTrFfa5be=jhT?Jk$(&_yKG^*He zDkI8MPVIm)>n|J~JPsR4DorzEzEHF<70Luy$@>gzL5Y2wjfmfzI~|o- zfg20Dz5})aRb*jPp*Yvo{mBR;JRMw)p%yAt7h`UW&*-Vcrg6+o|Bj=mZo}*VMO(;mdY$1QUaFg8Ma~rdkoNQic%lNVMm>V4)%tgar*T-WS|K zQ1k@ZNBPhYMR7_-?fHL<@mfX}`R9Z7xV;QNI`v2K;@HZ#DI(EO53~h@igNxt%}C@~ zRv{2N5#t$&z^SxH?XAG|+ctv0An=gPE4C5*e7f1-3wx$HQIrnYAeNd|dw({;?}**W z%kkrX^bGE-#YSC%oc@$>!qa=-=>xN;h=>E0_pNX!`c@;q7C-08z$Z(w6TZ6}9+aIw zN*gqf$h@4}7UmsH)5d&063b4BXj*Yiimu+o4^K~+5Sx;g6#p9Y8d5l!0VEn;7~g6x zGCqeD@8o!M<(TcG?@Uj67&0hFOmlnro(~59TvBCHLOE!kJ+EGxHVsR)V{_JR8gnKO;%m1o&L3fLdF{^ z{?)H}{Pep?P3Nfe5xH1~dcDG*)CO$h5sj{@mQQlt#Y@S%c`?`C;Ucx zd#btKX~Y0IV_jX=n`(1@$<)r`AthYRm0p92`|*?ejJ(E(-a|o~Z}38#JD+&dUr8hI{GXk=-T{Z z1#HC_!H74z`8{u%u#Xe8<4;HgZ&zO(2u2w<{|(wfl~2qr8rMG@WtUJC8<5r7ZBr<1 zphYra%H~JR=IA2AGB&|cC247;Tr;u?M8<*?*X-kC;wQi`+5&n2_Z$T z!k%hlB4e%S4y3U(JN}159WUN4v{rZrTfU7VW;A5ikM^h|<0`PgL(G#vzkB?IPX-xT zpXy0p%e%ur?Z-|T#fXibhvvO4`H2EytCb?VQZ}2V>z%^SK3L$-?!8@1Yoit;uxl0* zCvLAq2^Y|9w&L&U&1nj|eppud7@!XoR6bU!HsO5%dKo|&+dc-lwsfR8tnv6cBfj^N z2Iv)UfhF6H2ZCDaoq`Jb$@?D5W;5a5n+qg2>xcmo36F_UJrQ3=6VXiQTaEeU)&b*< z_Wy>jriE}r4jPf8ISt>v;7z4mAO4-^T@4X+-?EO$6}LaIg}Wpt5J`Bf&+}tQNeD_u z*qW6Q6PU^#JDw|XsqWmAI;L)>}LoU zvON}_e6>1JR;MMd3H8O7nfkO0)_vq*%~b8NRPr198~f<(#b1yv=TwE3vmzLNCp|#; z+0x*jJck7e^v^f&b9IeJ6$;~dzqHdCj$PUg{|?-bhZ*GOe4KR)-vGoY{eqHuOxyp) z632NYK2{?J_}s@YgBI0oJ_3yUk8LZt-Sk+vxFy>?EC+teSzm)*&f^jdcc8O}1Hz{O zsgq$tSKF(A{+Hw9ZC!;vr2DI2V`28eu1p_hk?mPovXKQ>AsA^DrGHy>nh5Noh#Ghk zbqD-4muz}BZhoqqJQ-wj|24=>!zjLWPs7FjaaD6WJJ)q#+wR8Pg$v4cIDE7HqveqG z<6RKncCSEhOl1*;NDPGS_W`i`8T>-;W#K!2?k9@RaPD5#O7Bnt=BrGFG7^gZ9(3AV z)PTwOpJOC*IN#(}vMa(zb*wq)m4;EBOhv>K`0`&%DQ20o>9* z?7+O#+u%L+uveaB@w;D07TS+2*;A4-J@KG|pYTJ71;p~cs&Gk(rf-8KzJ&FpD5`qw z7s8z9d>tJUe)xRsBFina8SHyt%X*3PmvdiwB)8_oigqyW^<^;S0T|e_1Nd;la@EnR z6*_*Z?1$sx9XhZ7+KXT`&gk@q)4sSbAhU_2nriL6UQ-rXIX3yUlru6Tdtlw*-^(Lx zyiwHD^^j8*Tr|S6A#(yssp38y^M$gt6?rBFi|?8P|9~|bhlPJ^ig7jXdtQFwU*A0l z3WU=>I$Mc-czWdI$VEBS`=0c};ah)uK&fR(gwa4)WjJ6bA+J1;sDAg`j(KCo>@ky` zs#12pMU*w@|a5MBPN&} z=XYcx(x9>I6V_QfzsEQkb5JKx5!;fv-LR%m9b>#{Ub4n*Ni;ED>5&c!H;0oK#bkh- zoG=>#5WKPx*_MLJ>dri`oU@Cf==)!)ji|SpHWKOiXdYYIbBT{&Gv9^E=o&dj+fERi z@1lobY)=y#!e%M@^{jk7xJT5?s8MbV7v;5~`lId(SLHUx;|yy2Ppt@tmxLsu>Sa{3 zX{U~_Y==9(cO;2}@53 z;@&e|!FqH9kv;jg`MgO)w4ZjbC%(PE%_$Cil=h=wHO6Ff+N>=y5QoIk>RQQ}dm16{ zEP(&(Lh;KZ?WD{%ExpR7>)-+01Aj9%j$aEq9h>2oQoJOu_m6JP&$|BRk;mX%)?)A6 zVekgD##=9!Yn<3&oR#=gcBn)zbGtctSmJ6Vu%g~fwBKinCVGOR!@l8WyPdJG{SK3Y zo_8DKy}wk9%3kk)Bg*0%N*kc%lp>W5D)G@Hq+y1&+^}3v_ zGVmm(urSFKS&+iUX=EF0Va`KJOrYVV5I@(A&+Ckua6Qd+jNnu=g4B}5ITB) zSe~oGoVndIoWBx?7)ECjyDI27J)?(hvpME#Wa7`>-kd(;xqEO9r5=q#@SwSwu92Li^nh_(U1CY=r-KK10@U)2Hcue}D3@ zhdB07F&?aXAO77F5aoGmFNd38@65G02#wfQdehddS|tPy_KEy7>K_&0YwF?SWb@numvwxa||mR2{3x(MfV6duV64#=*MLFhMGJu*Dx~Q|$VAF^e{Np$wmS zbG8? z_|Pu1+L6Sl+n%F`A{x5L?VaWwGg^N{&A&^771j?2b_`?)sP(aYVk8ZZ`ygZ}GuPfc z{Os#;t9vcwOYHT<*#$TsZ`xf@@1GTwNFrK#3r=v+?#ZFkXI#`kM)Airr9Z`$Rp1U{ zqsc|eQ9-b`gZ|>aDDn4XDnNnR-Bw{9^u|YfeYz&}fhUQr#u3csIPZz)&$V24fw7Cg!crIa1kz}H<(6vmlZxHJJ|x|*fZt8|q#%P_EDc%yL~?F-G!D0;QM zT|(fHHgSPs{o>3^Y?y!;?0X$#ho9AB5iZ75U|_p2RdS97n6oR(xbON|WdmPWn=tTG z<|Bun2FLb0d&=KxztkEJ8yq8Kflf!YEf;`Km>UBQUhrhr^T@3Bq+wK}DOvz9WQY|X zw(Tq=F_a|ls9jQr<%uJ%f6UFGkog-8Ejct*F8_*?wPOi=C#dRS_CCAckWD0Y_AK$j zn19S3;O6x&-r2nZuwX6B#Ij`M3xa+XmVat%(2|%%g0D#iV5$C~&9CJ5l#GUNnpar2 z6vzUppk4KYK#enu&Ix)`WYmmP77`l`N&W-jF_yFH_f1#EPX#B(s0 z>q+q5da(RQ!QfaP^uHCf`z5toR@!LF zrM8vDdv8owe4S}zmW`R!&o57zzW-PUUoAr)>JhOa%iZqaK-XUubhmPeOJ&d`ZmQwE zg}}l2(>Tz1x+Bmk%X^~|70|NiCdvL)(>u75?0lXKE|z_~MYIQNxs`y2^5*3JRQlMr zP&KF#PMU7=p|BRGO8?$%yDM%=Adou1#PmvNT z>9&0BkC!w)PB^=&C(`Ykvxjd~oqLN$CBD?cl3)%=!g(BMpnhr5M(2q#`Fc#tkhe#= zVo=NjZex1c%FXA8pq=wqF~CCy#rpF-rtG~eXk`>BKxIk_w`${)HO zBGo_>G+C@wV^Cz|g*OqN+>^xs1+*arnc;8zQtuSeCKcVVp1x}WL6SE2NC6#gXIF&S zSjLwwPAp_hMgVpanS=?Jf=b4RE|fbZEFMm6iza?baz_3%Rn-)i**{21M!~cp)fBI} zKNHl9!qeW&utbG*r543F$tbKdi>zzU} z$8R#G@O_&4mR=`!#6F9~1-3lvmssTSaZj!wq24a;>p$A|g*KVn=pMJ4`> zAArq1cTOXFW;rZ!6w0O|DRIURYaCk)B}i$xxXSMbOT1Sjv zuY!GoU&5_e$~5JJip7fh)aBx?x{V3Dl&1D#O!#7l)rvX+Wq85l=UTnKXI~;eS1|;# zCq@BP``7Ey6n7q2UGE8Xj7|Fd{w0#*5}%{ini*S^nND9-@OyO-L&PvX9=x?mAD~(1 zZ^kD3Vqk_^My+V7Koi13}m~?uoamU%F2{`7%Pi?+I6&;>CuK(?TTS zvyPZKF)F(lCh_@RJ|a|+d9@@ar8$Z$zSTf2$V4E+(uG_MI{{artC#at8z&?y`ee&M zPC5v)yR0Kr=-B~Ano2Ul)@4GCYu#WT=iE_sn`HnwQB;z&DaG?a5f)DR#y|=nwF8b% z9JOwMortea8<4PC6;sxCeVi^d5%oC&2B-;6}8@$_H<_m zf2<3!@Rl*4fbD-M55Tm~qN|cN8cSeFdeD0$Sqr~27L%@?3(o3(BAzbUTS^km;HJ)V1m-SgHVLD?L)&ZtB?oJ~BK>S~L73UO3 zJyy?<_{x%DVEW5OU05arCnTIn>3QD<2eN1fD}elkk!N7~t-6K|7MG1Um1rJ}FeLB! zZ<~F)y35?Fe<$*f_?n{MNn0Kxq}v0#ALT-hu$!CLDSK+QS09ry{@^Z}oNC%!xOQwLoD7{m^9T-6 z7u4=}OeSP2-{s}MCYus{*6|qnkxitqlNZhSE%fmL_4q;L{_--D(JF$>DSsoVRL?MJ zN;!NPC2n2#HrFjUiy)Mb<`O*d zAOm?>-iW_om!~~@CVLVIS#q9*0D{jnLcb1G2e)q9ELM^kZr!{Tay18GwIf@NTifLK z+Uc~2Ny)shD)S2%eClmFAYTnMq+cnkfX^@1mTVJ!s47h1&`=vyjQMzTW>5Xk0n(4B zwrZP50eHtt@JW%e>uficgu$jEdL@b*WlMx9^^DQtt>us13)!@)^@pvY9O9Vy7y4h) za}zi^&1{|YESA#1mTH8c97O<}X=|&4AgR$+vS0hdzCf_~jZd3`xnk&mX%`EMET zs7YZ~XNkny93h%&SjmwTJH==zK;ho1v*JzuJ9pt4W#a2JqbML@AEz2^;=4$;4G{-C zv5d+#v9Ar22Q^fv(#p9Lj-()3%q53Ln}b&VnlLJecpF*jR^4}2es7(LYDGkV;nge9 zW-FWHOc6rTdt9DgX`RcWp+DVqs6F_NnK0dPCC!D8B*w-iW8~i>T;{%zbGn}#rUWyf zcTEKXSjaTII%h@U0bkN15m_7GpboT$$gjBMiKG%WJEz%yuYGG>y}^%$4Hh=a>I@6s z`Rd2d{O?fvTGWZa>y!~2xc7^>in>;nwjS5JsRpZ1To3#(KK6mbg8H_a;9zQ5I zD8jkNLspeXzj7}wXUcCW2a$`VKD()PU7syw6F_&yar{MMGvTv-+{!hWDK)me*^$r^ zEU1voz(-&r;97d0nk-tPvzhEG=tQzPP)^Wnz1$#0>9s*lx|Y_TeLc_X@pGtH*jwH& z6H#4|^uCCSW^_+-{)cyo5Q&yv=mMk7d@8|2n>09)zo}d}@Q14NjUsw8w?L`sp1~BE zx!(PJ(R2eRZS4F+Y=yaT@$f-gygEIb!1nS4rqLCqN_7~Hn{n|_6WlZLb0L=9c6l!{f`Mr+G8+sp5~ z6j~(_8wDCSMe~zHdlMRGy!)xV6;iZGJV#8AMJ_i*7fVFwrMa8tQ&nbq{x5)gMg8o0 zMS-Q4CJAl*CG*(X^|T66RC9`XpKspdFP2Bbf4JnLKMCDrH~t4zID|NN1u~`0>_xTY zCd@n`K$#W0N6>yd_Uh&V8pEUuHeY(9?yhFvlU!6DyE*!(3wfH>DKE3bXun)y1YOYd z0O44Vw7n)d?l)X338yFNH@GfmD~($R;pnwpSFp{$s>4Qi7N!T*nA%)&ArdK(Dml;p zv71+^wiuq39Vz_&(@ltD;`&lW(NZFb>2LcxYP+amd)EMtZ%y9OZ5-v4ZiKF%MCV)Ag>MLNxUSX z8uKdyy{iH%(5ZFQy+1WIXMf--$1l7jfunm>#q^jl2GyvK_O2Ejt%ZSZaQg@V(0)?j zv5t8iWn2EizKx*uOORXa+X&^1E3#r77;ST}pgfbBKcNnK3&G+>CIfNlckIuhCYU^D z!yvEH@3@~aS_n)&WwHyDe#ife@lyn_U=wh|cc5KOdWYjko04_Ob) zJ(CytAK}uP;6rr>VdWi{zj6s!UDGXLp2tPJ7cpR`TnXhJp4I_T1<+8nUt(=nd<}9g zUkPZ?Ezl&PZYO>lOefo%yBXJ5OJ6Nlw?t*RY;|r!gfTS_kVr&s1bDScy>o4116m^Q z83De?8mIB5s(*r>85G;;&mh^&gc(z6x&f3}6-X1D(!>B9Mz=oDQQHC$&FePul{@hWKI7WRuXSIb>#Z+?hoOf=x*sbO>!ZxKKGYl z0Q*`md=g+^N8m!W6f{5y)Zdd9Ur-|W9I>{v-IAICny zi{wkBt&Un-3X_Qkt1CuFm(<(LDkvI-5DZhkd==H;B$OC z60)c#u*o)smCJybvXutIz#9=VOPQLw(x|m>w<4Wh+7s1#3kF#S^&Z}e;%%jx@~LXpGhOuR6gsE>Pp^Cma(6e!#iT z9xHesNt|wMqav{?PV!r89agDkk13grLZ@Of@de=WO03QS!>^#RNq?MX-lDau#)Rb8 zoL^*rc}RD)0%7s?PC#@{RpT z>Fjw_D{S6yNF66z4=wJmWW#SwV@p?^S*GW9Q$X)URjnwy)1pC&(Ej<8BIoe$5KCR( zyjOvFGPCU6>U1QcmrTGpA+=JwEQB$Ru;hP7xF%hNdZLj zn+-n$w20?eT_ak;HcWi>hVrqFwrs&X40(I){YEYv!cN1Fvl%0_^cAaVev7q|CAh!T=iVyE=y!Iw9e}Bce*je*K zeZM*M<7)sr=YDUK)UnwI28bKHv3JZJ=t<8_gEN7N<6lU`Coa<=55(QWD*rdw|7D6~ z)BD~gxdRFMs-p|wK=PnE(+qq3QFY#PhLI4%$l@Jv@BG#q_v94Ri1}11c^7?gCU#7` z22SCKMFcD(#UJvQYf5Zk^t;;NccwrJhaBe}GnOs0-_vHP%|Yddi$leWxXUe^G}8b* z2tbiEpq83dD3p3O$|rkwB2`oSQ>wj{CkU86tHw4qRnjImpknV&K#zbPYb`n+;Lo5O zXgGI+pSeNCWQUbYzdz-$cZ;>wv$u-dnNLE;w@!@baIQF|X>#FbpGHbRe=%xqi?DMj zPbA0Kt7{(DcHrUooW>h8Qh1aZ>)=iNVk$P;gy`#I?l};Hs!lgyUS5gSEH~r8_Npi$ zX)y~#vZ0hEy^~gNjZJ2zRod4_QEPk z>e_1aZF0%I1Z=op6|!<{D|G0L*xS!L#dvG%VCq zXUf=Wz<23ku3%rl2EFOc+DjKNU#(8sKlU!%t9jnk?piP6b!3dG4Hms$@UYP;?WI@Y zbGi6St7sKKZqlntn47+P^C&}fP;4E!TGDTs*q=UQV@i0lnYR#>%w)@s?J1NTU??Vw zw^_@E`(G@6t0!A7teAm(&aN@N!#J}YAeCnf}B0O^<1d}z}x!FVBN&vsnt z@PD4*{iNsoCeAjEyvbGqEGhsc_Z$^)L>9>jk|9a~_NWMJBKhticy;|ncK z>=&q!(7D!d5|^lh47MJ8@pnaCqiQUhYeKpnLh^flL67&&<&$W~eaw^C9vSd2jwaPm zLPn{}fUD9_D}b;(bM>tUgR%TNzF`e^t^Vq4HNtP5>BZM*RNa~c4N>YvmI|@ zuivcgz$FHy)b+Jw_s!IPn;B1+`~GyrHr7Kl&{V=g{HTv0ghC-h=$~|xpk0+DR~zo)*t5>c`>iWlOp9YD0`)D zO7hQRM{s1gK8J*G-WTVE5GLWY$rrEl8qPz-*M3`Xl)*2Ex%E{+q;(C&pHRHX4q9+Us@#VbDdCEaUuR1d04>AJPCw4 zn(qXgdQP)Vsyoz@>t~S*+!g&o_ed7>NPYh{;fP`T>=2}o2(eG)55z$|T#njl&xNMl z_Y3a=1=}z(Iw7y3ADBH_Y{-dcjm-X@bIR_ioAnvI=D zy&17N=y~mj%z5wJy6+V^2nfv)Vt&tDep(YLtog3&>Tzh$Jd{lx^owtE2-o1Z|?-#8w$0I$?o>Tn$m1Ouv zh2M)0aIw1ibp{$yW|g;Y$uSG-lr+Ygynoq#Pbj&*R%&%eHxHZ!cu*l`OOL1Z0?Kw`S~1uafLWRFL(0sFH9H#oQ2OoxX4LAK+|a+%bIVjDHGi$& zP`By1vrB0V)k+F}g_8 z1Z!08a=yq|A6DmDAb@y-BZv*pnqMP}IG|djrv!}^cgHJ#CM#PAS8RHNQFmM(W-fl0 z=$|ty{@Pg>kK>j}SY98p+`YtMdapWsNF% zUNraKWprQU4{k_2Kq-O1`yzjDv0O+9qGdi!{bCp4oV8YvVHOuhru%`<84C`6-+`vY zpAQBymj^67b_Ckm{3Gi0mA+N(s`4Xh?i=68_qI5-YHq@4HqQ$p-&6h_FF&0pd^)sW z`O{Q7zkZgUc8e1$wq04RKjKw<-vcAL)GHF#vA~PljnQ-;(5^7_g@}-g_N_k`Md6aBx3{bnsN znlf~A!zA(^UwOpr@_ zBtk2`I}$TDGa$Vc=`gYs$B1U{(Wk6}!G|*0K8g|z&XMxo1>x~UwDGrW?D9bv+@2)- zvmezPy(T=EleZdMk~!>dCn|`D!bWuT=9h&?*mbrVAu$e_*`sz)A9`TG;7 zWYZ8q8CC9%dof*Xy&$Q6kg!)jFbzFI*k_3lx-R~06K0-6gciMS@-#-z-pdEiLVgw% zvt8yi{GnSa-YxcOqi!OwV!aQe9K3uDpFWy!Z>=J-rlm${;aC)CYt(8(;D;=t9cL_2 zNlycX@Qhykud^zTXg}2N)#izs>ZH!?E;78k3fUAB{DtEw?CC`nrR_DBdc6XbHu^3~ zo|yspi+C_n`IcV5Vr5u{kofv5t-9>?5N0O*Owvr3;oftOeo6$T@{6^I=1)Y{hnFwxUJEG~{Tq=F1C-pYC+~)Jm8(R*4`JLwE zhSEi!PxBK@jlflw&?5;bKX~&u2 z?HO0FPH~O`%Y!1cxa*u%6NifV^BE?Jj|A;eCkY(($bAKzfR$gZwm^h(3Zk#*)j(Wa zG9b(TcJ+zof^AQn>r%UwvKCVLOmrC>TWAkiaMkJF?Tz?JLG^k*2tIA+@=caZeli)c zQXKy)j<%ABN^^eg~fe9 z2m0i^0E)y5kyQ8Lq{FvlH7|GcA^a<$AZt$zg)@vBe&Av|y1?}!IFSVk_;8n)03vms ztd{7$LgY=aRp97T?qt4a3ulb^m@_-s<+s!^vTWm4*5zyw_X6bK)h?FB{Lb$L%tfrX zc0R*>?d0kejKAedJOzx`c1)ZxhLj>zc zSsyk&hD(RT^UK^=ylEBaNW*DkC&|_wpxojVgtw~P_2_=}IxQZ5a4HAL`g55hH@Xpu z$=rz&oUe`lFvh}O8*IfA|JweJVDB%1?n$VWYAlo_cVYxp@gO9uw<7J2P`yJ8Hzn zlv=Z*zo&%Ai$6XeH!rO`KYf-P9rrQBN*pM~V54-5XBv3o(hU2eoSxxI(MykK&c31$ z%Q%nvaW6x?pu)*+9`;Fm=eF_Jy~b^RLjH~#S0kFnw&eU;$^5m`;HdMYF!|8!G1!j~e)!%qu3J38JL9-%?nB5GGD__RmO}DRJv#n2M&Sk) zJb5EF@&bP5qq{XAlsf$5WzuW0FQh{G=WcN~B~fDZN)B&z9td_k=x_$8_P<(!Pr=p)1CIX z=jfxX;KGgAj?`DXj;#LVKCf(bmuF**eL98{abL3}$?{YZO6rRb>VQxr_}}Q#M^%4& zLf9`*d#aJt(Ybsu%cy!R5`K?7w5WmvM~L+{FWid_m|9@Ib4p_IX(4Hh zF2V{!l#31uqxya+cFrkETdeNmI5U_x7c<{A?3; zubA9XAURIt3u}2`95A<_en*qUnts5We20#(==;B6t=n^=U;jI~cjNiQChQp$qNg6$ zr=$lTdVK|vgv9mfZw_poSrcpOY@Ct;SCh;{!l%yt74uBG)#oP#utqaBkfZYTei<%; zQ5Bz0{=^80*HqFGe8#*Js(JVO2dTE~a;RT^O@H#_B^eNA{r|ASUf+6P&o372Dtk2c ze_=>&pSVI=PIVI&@Q}F3mj9m_rF0Dow1#Jv*;k&Kejvp)=rqzjmlf}*VnFte&#m!A z{DCCY?dEAZ`ADZAEP4a*YBC9;fb*>~I_Cf;POCxL&4{AKNqpR3Y(HqecFqkrb}i_ws_zL4@Qv#4Mso69#Cii!aT`uAmA{J zKe4S-_B~z_i(@NAzv(K4%=)*{=Mmojh8fTFGX|vk+mKJa5RWM!#VtATN|j zPfF;Hb0#c*@~@O!^JryIcJws0Bfe7nZ(n+5!ZmV#-t9mN8= zU`xYVp9ROrjDMPCjB*CnMj>XB30TlMaHz~UcO_?Nh6q-&m-@^<14&a*!$uC3T)o`C z22+Ql9-E24HsHPq*GlWp*kHB_Jy(X&UGSCdOCFBY!PC~XMOLL> zdCuoS!*sDcQQx0EedPZ%+2Ojq!Ii1(oYQ!;?bDm%Qd%zr({qhEkg&pU` z8k`$e8aU`nw&eUHqzfsY+lO9se7Ts3%n%z&uX1_Wge@4&CrWHviOJ~HuC_j;z7o-V zx7bc20sjNr=nMJ!A_4qA829-L8%Yt@g&G18S!EYxl->YNB0qOA=m3A99t<(@{$Fj>UJ{lx5 zT*o%L6}F(m0vTLg`f9SybCJGO9h}eX<(nt3S=9KpWrQ~@OOo*CW){^4AE9WTSOIS_ z#$?qYQ!@!mrR-CCndj+gt=~@0yngFj3>-N9}Ot_P~jF z{nyqE$)r>TkP~?}&E^=NAu*STQkJqxme1!mTE$JmX-@j;IveMOVy=!{bBHWFoOkY- zT6Eg#K;r~H&bw0!`--<-ch6g8Tm1@mUNY+P82_sRN@i#6+t5D7yChckwte>1D{b%+ zzD#ze*;T!49)-<>yZLk#@o>=0Mc)UH=O)tY&Oml@&n45n2f5zfZE<92h>>{FCGjkQ z!dOrVdUAk0JZWTsj@anSonIW?GDP-nYz?ZU5Ij|Uh zEsxtdgfA5)r}?qj!S3lh+Gi;EaN3Ve4t6p1CW?@+)|j8FsIrQ_Y{`MWkp`7=R(-HJ zcaQ|M_;q2O)psi;Pdzvd>BRH+Bgq#W#v1E*zX-94BS2f5h^Ac~c`Rqr3XuPYLjv7> z%)%-;QX|&C_+O)BH{#wBqy4K(LnhSAYn0$o4ra&Z{i+D?{s<+xQ%Us#*m4uON~u)`=kIu>E*-eA)> zdBiU&&4|iM!aaw>>gwrt0w$(`%K97cof~`MbtYKFEbiYBM!N8|iUD~C;z-9zVPQ%{ zmL!w8$af`eb&aN!>khK=4sbbiq9`lJ#veE9bvJjraHGn#IFGJt@-IE1%%Y5dmUBEa z=I8-NysV6mF!L>!dQ`t-b{3W$wkEva;;fUqs)~HGD?C-w%dwQb}K$@&9g98q>(=Jj}Y^*xrU6wO?+}tg+bieZKT}95QhE&rg13 z@~P7Eh)Rn`){gYI;hv9ImMy1GsIuI#v9W8!=n7MP92YF+ap`RN{|^QO}8DX;WP<~RQN7hYATg_ED3 z*5tPdM=5deW4Nx7r}W*5_dAbfplK}3nKj#Q_lYLz{zGTDCk*u;p{ zT*YG72~!Yy7l#2Fu+#!?v;2r+`R>fw2OBBn40MRhHy6z^uJ#_$g;+4*c|jdpIBd-K zJJlXYO&;+5xJi0IMdn6$DUNV^X7#o8JT8s#Ah31b` zRh*@3Vq9%_TZ$Fwl4jiT=N#{;CcwLX*p|Ia<4c{tZkoPgN6PgMbJ7Wm^NCsb&+Xg< z2j0e%0DW-SCrjtZ^JZ3j)H<#>s-8b`juSFOv%jHgZA|e#QDVXeglI4M!t-dX-;~)H zP>`XH&c&>^3O!?qyJ1n8Fpq}<L<0#0VqS^SKKuk5JOVheCF{PRkj z*K*H-8AD^mPG1piWUss;H4%f>i6n18NS8lit!+l7~vjjG;$aa1Y5y;r4 z9(Tq{Rnd=#@#)X!eZ7jLO$>G2n2+DEKVGbKxWNL7`kT#8FE-HR+k^S<-UKLgkdrwt zMGS}EHhAkoFV7fN%q>gGjLFi-8Asp7mzIZRV`HG} zGbw;}Zbid908-J@Wf?-arj2uIzrz)<20E-ieOUfrt;u6;2*XODcA(@vvTeyt?x_E8 zXIud|vdk5Yxk<4HSS?Wi zId_8WlARKA&(cMERa!a2T~=Y^*?B!BTDh(3k_ivQPvT%VOkQgncMI!TaSM>P5b*?% z2q;cOvz*C}H1zP#E&Q&J5)B$uH@0K+&MGtt@bDGsS?ZrQj_xu$p9*9u|E7R7&4Vc6 zySggY;QAEiSheDU%F)XhzWe?mua|;mY>(wEpRZ_Z2o$49c}sd(9&b`M-O zrVrr{G%TbUacR)};$O>)&UUZfS}(+j@!EXDLb=GqD(d)2mRcaY18|(!7}BZK@M!hj=eg8ifOzqet%& z={KGlc-^+YNa2>ly>u@3ym`YtR=n)xUjIJSpPlNhAJL>TZ&k99ruH6uOg%t=QRL=r zzLYCvmuWtl!mjW7zsXtQ)sNc(rQIC-dz+=(I z4n=G>6}q+V?H2_dnJiRj6hPPzZ8Cw7*g#K`b7utL3$s3;D*0G%BAwqPi;aDhrFz9a zmaT?iQp;D>lHDT3w0bOCal8q1a)I6}*mH6*O)hFHfiFDa5p5a>eCO5Zecwx8B=VhJ zn?3zivf1tBuv;EbFK>pzTm9_BJ~WPdG}{hIs=@oC?+O_ih3V^wwPTn}m{4P)biqe@ z7?Kln)FEzpD+L=7cU{DJD|LBKE(QZbTPh8|0~YBfYu{ex^v5B}?2l41oW0t;1m>q5 z{2jQOrLOOA({YmOd{bU6M^ZmeIR5;cnxx-hZSV66v5KN;%(g7`iBCoSR1KHpPO{JL4|;Hf+M5 zHHB^T;YG-e#i7np#v1~h@LcSGYfw|Q>k$sSPGc!u;~uAN*vebd?a66pl$S_mnV2YV zyUo|C8zIb^Ar=_&BuV7+i{VepXZz;S4|w@!2^KC+{_z-6nex zrRXa{4HCLoIy0DCc8BFrdhQcpGr~PFK!d69IVH~1O@pzxp|cd#ToRg%1gXn)uhrW7?HCUf-(QNU~6qXjsYe#D$K%-D;TCOQ6e!#f&2pp*~e|Z=%=fbfcS4r$*q)rx>m6LDjFj&%qs28X*KOIi#l6 zkfeI(lvuwza@885?SZOxP1x!FnVM)cQ2H-?^tU1{)n0^EWu{hIFd);&sJ=Qj(4@DR zNMT5AvhJMJcOH}8t&6!q|F>g181F7%_XA;(U?I0p8}1{UWQ26MsG+5%uGaM;PI|-( z+vWiyVM9%3yGuTLO4^C&^)i4Z-KYAjR516mZ9vv4pAB~l0P6)3I`Ruvk)HL)UfEl8 z<)9+Kh5HIj@14BKx9O`Sg^Qb4+;1xs_>0VHMq>x0Eez%U74fVwHc%xBaS1QwaGjxw zV5ELnC{(DP#Yo6$M>`rfiD`wn-%h~}*h$)I4l!hsmYML-)%2GUD4b1sMR3`A$=m6D zNbN{rl%aM+KV6YI9WJU+OYT1==sFSv4Y9 zk45dtbXNvzgJZyQ*!#{A70y<)G#D2=Caa+P@C}7~KLPC@+!j-T?qjDK`ZczV$Q>4W zTEs(?mxD{Ll0-P5*zyl5f|i@W)5EUG$Lemmx=#jc$#2;jQ%^XAv>zin7gza7=)y#u zNvk_GX)g!zxiL+vH^aHR>t!^KsG5E-b{Ek2e3V<>)W$B6ciLVb1vxakBVU9D(~!$& zw>Be!ICMZNI(85|X8Y#}8|vOE%fDlK*6z458l zW*;TkoLMKXEX?lb)mzdUaXC9xC`KfUAV!LFNZ4(3^D+v66|JG}R1zkQg=zX^;g_^? z9K?XuQY}+LO<_ugsMqr!PU#*CyK*Di5<4q=Ukga*q=ICBS45F$I(1y|Kg!yD&iSKA zm;6)<#^C=!VPnfVRTh|66>)Y7_b}?_j}%*y$CoF>vkM}J7h_=`3h4%ft=Z{257I{1e@Im& z_eF^8Og_I8`&u2ZIj%qZ9O#j2=bRHWz^sFU6tl_fO%g?GerCzFsRAZzUSkW&x^i$; zv_5j%u?3Yeu$9vhqi9hw(bV>xRn>1wN9yi*vcD#YLNy(PA7LrFb$d}hY<>y}SNXp- zqEft|2gIvV9Dkd+EN6$G^m}Rjb=B{M`za?J6Q$X6wt zD&E{7_PSF5)tBM-y;>#AOIR-`lRlorbb|) zjvwO+aI6n(E97D#edb;6`PPto9C~jkN#9DM{!|{@cv*V=^lIvI8v=r^z#8#^{>!|X zGS+SQxD5P-n$N2ufLJ{zkbY0N7Aghs><$C7`K*s6Bw^>9l zbY9XzaPdI>d{h>frxg(#JY_zmt+jPq;gwoO0R0-Zu7=dj;^mFt z?$->n!l15e-=8;HgdWw4(i{HL3@I;LOcg**@oRrmtKQ}T!W8@uyGHr1)uLx8@0-;P zmSsntM;z{Jqbns;7vZ{9ytCbD0k_1-|6)zDLU|2=y~8a2LGSm;xlDyd77O+B$&Sf! zIZGO`-5+zy!Y_#S{PSeuR4J?3S~OcqpZl*p_*MU}xg4~iZMmZ#25z&wlYfIG?~g2}1v|1h)DHvs$eVo1nX zFPEHmKg_$$>54IHC(v;RkLc*7O_94N50?mkeVO_cFxly>-_iys(mR7nhkX088rl0^ zzA3QlR*u^q*8a$@d-Kd6Tg;(g^F{3$w(`57dh#>o z&{(yIV?dS@*6Wmr(?cE<=?c8no=AKkc=>3)yDnE5wBOuc`Wk~B`zXTKYwmRs=cG*` zS0Z0Lot^rp2vV~*Rm{0CC0`w-?9C$x`5}JeCw^7!CE@ipX5+M~ayCvblfG;NK&LZU zav+%3o0!XZmfkH1C+CDk4{>79o`BP1)$gT`fJ<$%5WV!%Gk7=j4@T`IkScov9q#vo zd;Iz%p8%g~j#gh+1AXf8B*^k`Wt}C{g``QPHjFBoL4RKCVoldr7(IDS1_famUnCu_XUGDU<%6j$hL4&Kt#z*>pO6Z5i(dbShwvd0 z&VL`Xg)y5(Rsy)irM0DA#bB8^n7XifuCGT{GSUv8OEGtjR}BzU4j4JQ7L6!=+d1CS{$t(H%;W%B9qCMoaH}D4>k!pZcV@)dyJ(wh zQlj=FIn7WnO1;^HAhDRqDP5_gKV@hNloD=(Uhrb^cGh4};VpTKPE7kAcxfgj{M$3P z)YtQM2BFrv^yqeR`WEi&bCQZlQQuD4^tp^%xR_OyFmE3JAELCl{%S&=Sj_CysG3R@ zPy-hW;*tO}cAJ!ZZIp`Ul6W0jP2!sBNZAJ;t){v0!E0rXl1@T-|)s z3+>g&wZD+mr>GK6l19-;6CS)F^8GSxvKx!48YBGgU3#^P7lj?kK^`TYPPU*+#k~LUbH` zJ)?=#v(Np-&BD9URjkee*E-VaKwF#{7Q8v9THXVqH$%YQ!Lj|!ukGb zjU7%BqRFqK^kpin)lR!s;k1gg_c!dbf=^fQwy|zXDr}5|XP5AkBUoF1b}((yeXM>W zlUe_=GYxx|!W^Vj@>S&>(gqzdFisL#{}V8q>(F;}%0^dEZ$ws`l~8Po(l13jgHex#UxyFs=+phhn`P zF@I_fg*J^24+~js)F##evpzyRudZ+c|lTfRQza%qhC&n(lRk!))D#ckAE~E7}aGM;9oqqoS!!m^V9KZ$~>t|M|lCR8h)au<|&fbCMKn z%d~CL`plZ}YDd;f%*p575`1{9GGo8e<|Wu1$B-yd;Gls(pdW-I7ZEa3%Cw!-)PCSTO>+ zhd)~G_~Y@LZCiTUbVjt{xMS&~pJfTFQMxt?OGY zAhf@=vr&-)`~nlKsnJ>b5`v*(W}oK%nyf?S$fxTB6{hv8TUZ(*+2kJ$Y}DU~K9ulJ zQ|{u2;ulx^)rTy*08~N>DcqBMv2Gma-4Rz3+;>Cx#N7xv!9ZEW4>GwXu}pCm=dCMs z@SEZKJjFyNJb{RJwq=pq3B&6ioJl2>Uv{)Elk!T^+Oy3q^G{eiUIGG@H;mX)xT`xG ztrGsPn5C^*si$^Mj+f|UIEnL;Nn*!3Oo3;J__Ef1Qu_!}{;+*NIX_!*1=l70MH=j7 zA>jb7cUp!gQRr+^VrNIS z5E*eLLjK`e7K&y{tvefQ57rN5gn3FckMhAHbyl0D&3X!j0_Rs6Yb^XEsALCl3vpVS zkKF`*Pcw;Hoj6;R-mR=_bWDGmHRC3B6Gv0szE~gjKQ#9hR@808b0>$%Y;f;TMlX-o z%KL@R>nhdRlWhu?f2sAU;IIe!s^*VGK5-5qqL0T1$fvnR{q*i9gHb~LUJVrCjdXVQ zc-JagOS^z}TYBK4S?)LP8Ln)#gU2MAy9hH(FGB99bM-x?zdgLP7MEy&pQY3=%^RPQ z3$Ue``vAE=62E9paieWA3A7pZ8Wd<@n}D}~$aaR-v^sx+8!DK{U!eRHfZ znW_HKi+RLlGV@D~G~GYXJn?hao5VL<`m>*SIq*Ax3z{GuagP5|S!>TVk|2GoS2mzG zUq->c$>c2f^$Fvq_FxOrfxfVMS7o`PvJjW1hl#9w`%Fu__{KdU^KtomL>hb!7R>-2 z!9y`B|X=-D7V?8WYlexlClMS|s_LL?q zIpQ(lM>LtA%DHn4$ItHGVt=S5MvuePB$l56QOG?AsO#>#uL|=zFCI`Zh1@Gp+cZCs zrxFJIB!5>|V+U4ue+^E+L_1NFWO%vApn6FMbQq~5Fj-6shsjZWGt^e|mwEe|H%y5o zwos0|Kb`v1QfyN6ASiU`f6$NoY(OV|&~`bw6dvEiU0w=ze>=%96W!tT`J{ zXP=whoebAfifNvzqXYf{-Btu8;=?QA!>aGVS9*$tCMaRdw-Lcup7uQf!XY^!A6Erz zVk4+L`B0XEUie1L%r6#(&Zxlj!LK5Kbk9D1bX8#UI+@DnzwHZ@Ocu3Lz#4ac7-uRc z^nR<2amXM*g0(rK(h~z&9@zTCu*J*ypc#GXf~UHZ8jfW|QTb>Z8;TsVkP`wV9AQlg z0BQX%qD)f6he`~~#gU4=B>bAbBO2XLtro4zGH6)MRQu(m4L zVYw9$K-=zb4G_{F)aTY0?;5~F18~X`KI5>(lo|DTDNk;!kfDe$f0tKGI>$X?!bR5_ zC&M^sHN_2Pe4t={eDfs4N~Rx7L?S67yeK2n|BQhp)d1)H=Q1jfj?Xo@BPBlrAMOa< zYT9LOxZ1kD{p2Z?N9FQAFOpy-xJ;%%zri;jlY8A5c~VSJQl%1Z*DW`tUs{A*T+`SM z_kiZx%)c_c@29a|)poH+Fk&}EJnwA45PPbwf7jQ8-`f8OW>b%0kr28HkQC@i$JTrz zU`|qO6Cbxe4O566S>;^#@;)C^rQ1c^$#6W+8_|Dn^s+-KP7<(7;&G87B4JRlBRYC> zETvPBC5$}a%>3@2p|?>=zG+;dGG(q4`tdC9fJfemj%@;FdvWpV;ZaG~^%!q+V)pv? zn6BgRF;=~TO@+^GmDqjLl;?kK?SvJNkl-FgIG_0$);*BGoIz_JO3tJUtDz~k2&Acw zr?OszqRbQMYL%*$B>uJpl4v#kzKjq*;+-O-TDX};quS;kB}Cl_3$$mEo}SFyTcl2h zpuu;=n8R!>Ux%Q%tu`}b8;fJEp*t^$2~Wwi57>4LsKOq2I4i&vX6}?ov43w@9=)5T zvZ)e0TIC^D0MzarnUzgb*~4Q4eJQ>UT-+u5POtJh;oMEw9L+8;b4Y+e-8NTzG{qv$4b2Eo@)$+KhoDl{x_TNnrWN8)$7m&v+P)l(canv*I}~z}a<|fH ze}R&`;*Ag%^zXtnCAp~IPkSo zipz}pD+?3$kKdkJ2$US~)q3-@- z18x_|nESe)l=ay<+>1Gaog%g)Iz|kdi;E;Bl^F&0Fze0SAGpLk&ygrlCgmmt80Ecz zclQqJ?sw5DqMCSEUyf(&LDUy8nm7Zem@QwS7$Xq2gdIw;hCn&ZD||0?6bQ~TZti@; z94hl^{i0Ap$bQNn&AH5hK3lv^WFh#_MVi_ z-xd2ra)e{o5!01bHTh7WChEWPZp&*0rKPB!vGqQ@M_ZzUV~bBGtpdv2z#(iWmL-tL z^r-WZ!_M9{a?_NyPUqa);e~c4ipN2(5*r{9aDv2lxYsJq`5WIsP#TLQre6WvAD?&K z$`7O`ZN35K2sBt;0&@m{RqhWvi8>bcut$$9B2z99YmeyPk98@6L?@2_@TUV8RIHBc zPr^|`1SR;WaNPKdQhOVMl)$A>v>RkhmI;%2D1^qg2aW*r>Yy~3&3to)AmfyejrO2b zaVIlb`$U1712ICsd`t^92Ad`@*|>eGn;;Y7Wx6@dauU;~s>x4~IZaR-<(t}wC)-1I z5;cq)p&N?JKq1F|gM78^&oCIUo7}5@&Na(U2h>82)_?>kVIyDai}I>k>uD@kkZO4O zztJNC{jR^;+eDeo=uxh3msq!6o6u^%1#pZKV*)&0B?HE8VNP|45d4&Za5fa*+E&GC#}gFRhH8PRC|uyp+7KWzI1)I2Ev6W1+xTFe^*`Kc(uXbgITl0Y zK77u!&f2RuIn4BIz5ekrKu3P!2UN+^e`bVJk53PmIuu&>run)&=s6 zHe9l=)ba^XS_Kz)^}D`>$tbK2+4{sOraP0Q3Z;tuL*yG z$k*XgeQYCjqprokcOCEGU;(A&=qCfh4QFh3m-lmn3d};ouhJHwdeoS+p)R8s|;g9w5<6_hS zq$YS|0q^`aV6g9Gw>rJ_1EI*@6m%D_G1{AzhGhTE+Hbw)57$ZcLqsSIY=`M_e2Q}H4 zb+T9J>Rkx8|2N>#&8tX&TH@CV)T;4~fLisQSCL7vBc*pWMTr&a5|-GWv)KahfNpda z(G5l)`*6eG0dgbIcJ)qK4|=6`6J9f3(UE)T@rkK&1 z8p@UXh*mW3BhQi5Os?gB(bb`PsXpcrfkTWOX0x0 zVVQ3((BFeK@Aky&oIzLm>SxM`2$|bN?8$t9`o*q@uC$pJZOhIJ^aGhv-?J>vyyH-A zl_hY?$Ir;psy}R;lG#-wCCJj8@7cxn)Ty!JYnGZR8!T1|UahR}`G?wryf$YUDsJzn zj%OU%I@w;lcT;a#}^-bd>#&gh6ara-MO|CbaY5@#{#r!F;EL7k=wCCdJoh?g_|Z zCy=rqP{EZ?j?=*o4K`-^d8J{!AKw{ZI(L~cGUe+#Pjry9Y|*Bjx&2vl*4bItB*x&S zZqBKyMA2+<O zBoLH_4Y(oUG5tm+QX2<3RX++GXQ`&GD5w}%`7{8Akfi&K1JWZi_tGOKU$hJAR-9*? zi6xekV)0_>;!QUSzb3nxw#Y9mz4uXzs!PHz*k^HhbR3?kN%UCWp1D3tlSn9!zCL&| zXW<}IbE7YKL&lNBPv3^j%fzgq-@x3*H&i8&?-AGO#rA9`f6cND%Gu06GXVRRtyHF^ zPN-lxkp(sG7y-}-rNe2du@?zdss2d4v!R;p1%;sXsFj8l*aKYFeD47yfAJnK$LR+( z=cf}&iipPi9}37UvK6RDLtl4B2Tk;!Q_0S;(hMa)qbEPkhknUc_vdne+{27wM_oE% zk420sEPB<&Qt?9@pjh;X7pq#Q6$!;p@%!%HrVnXMxG}W{*6l^qRtD0S2rPg*RH})s zBp`+%ho8)!pLD;w=ilV;iy3McOoW8+ht_arVPR*>4b3J|c5V+Kd_fF?3?eQ98KH+;ek zBTFBA8-%xC140FELNIf^Xi3{0h&blVbg~)GQE^q}7U4Thpe~!MPKl8dXuo>`Fuhmn zPTwWvcE4DJfHiZM{3)Z2#3^UwRtD;oXDL!Y{)3G-!`~(Zkzs1(5J<_szZep`v6AD- zi`3-1reWQEW(&_07LK~Z)>1Z(M%0gHXR|Jo*Tz+bvsDC(ge;J{0(j|*l&fh5_ETx@ zOFsC?>Ja_)adS^bi|V63_gl(?Yx(HI#+9c^MCe~9=VpU(@2OQ55k=;I45Pwk2xsK< zQpR326c;r)-27dDzglC2?%z82fWx5u!Ol;rS~cJ;(UCmRHnn)mFT zlRovN%^ERlx9c`+9KU-KJ4d0h`R;D`-HLT-@%I z7JvsS(nTgG3lHcKBY=K?>;C;1qC@B>k(Jy2S)-q=)li(M_PWCk1cl!Ld{1^p%*5Q# znC3mVghV5!L^ut%on2Rq6`#%wnfo&O(5%JDS9|b#6oMe0$P7!bs60S!OgqBB{+wf=v?W&T)x^|=9%rveitDu93K?~R$}Nl z)>$~+OW%ikTH}0^jRfiF07dMuSSApL)yt7I{%eK!@y2u6L;7LNiDOBPj@P<(d#GYh zqHx)58=##q?mTE&DjTh$@^Cft3{a|;V$_r-0vvx+8ypV;Ei?vuOn|nV28_$k3=)h6 zX0hyd1uY^ni>_s#&hrs(X#1KwbWU%>3Lav(2x+X$nN@fP_z)HEamsi$K!)opjpSM~ zlO_!+*ST9i38^SANotuUvYTy}Uo_83ln+p|JMY)%`E;~}%NY?WCwWImirGuB%oGqS z*uZSAQ23o%5ljq~caDQ!7iIC$6LAZH3UQE2LT&G1Eq!KwHY{tLQ9C;4P740bXBMgx z96~01d;TlJrA7V|C0&Qqi8G|n@p$dfxE3R_xi}tRo@_-mFSsFyM8q3BZP>@)3XUyg zaalDIaJ8jod*EODJB#dK_qyv-25{mbLI_b0n;@6j&=k2s3S%D$IOZB06^#9m(|&Ic z`6A7N_7)~#x-Uz2F?9pn53SM^$-gJ(M?=-Dh@DY0T%F;}_r?XxvzzV1K^SR@ zAMmRR#{qICP`ZY#Z+oo%pq2fV-nMW!Z8hc=g%@(tCF_Vko!`dUg8)U?ot#3`T?bgI z00u94N~%cSdk+YpV@h5l+EUDY&oNn$hr-2(cBsPAl94X7Cm8r*AX)y&@Hrx>UjcOi z#zTIGl)#?JiHueTT$EL#Uwy(_`>~Zd>~B;-QF>k)alEl88y^@fc5c8t>`2A2+`aTY zx3CcYWLNb5t!mss`hY$@vk%LU885w)*GqxDfQ-3& zw=vA>S`MB(7f7M&KI_S~ScO{S1Q*hpERE~_(3;iO(CUt?{Old|_@%^hH*Au(?a{QF zZi?8R)PVQlSrBV3SET_bg>=ArI7p~d;t`pe zZQ01D0Vyaxkhd@3rU91u%h%H;<;76`M0!@Nxh9!~_#H=@6YoFm^6)4;hK0EhYwGAj z?Ia)jKUyn2|8UncX~eMsU&J_M(Vsx{CTk<;2xri4)+vmCrr$tyXxMqRwl@;9*Ip6b zT5v!rdU`Cr_Pla!EJ3huseUT7cmAGvWvlV>hxW36^cBB7Zg*13^F_di=)8zyyRi@K zaU&W3Wv-q+BTywtXMI^R?q{M>5mA$GU3_oi5WODQ=!oF)5SR?=T2vUw_yZMxeC4Vv9IyNcv$eoiEYS>R?sg z)-<6C$HaQ`Wqys>_l#&g0inH#j=}!lWIF?q-6LN_hX{^tEo?{#0lU~QqK+7!uRWzb z6P-NONBo=VOad5pWkBlzyENbQrb|(V1yGuN{qG~VmtTl&LSds7-^=ij8(6b7_O<=k zqM=V_8KE?SGY_Ov-v=KKVn;AOMB^Vz0sZPNHNZ`vF<1f}CV{l*|Bwfjju6X)RWW4< z2PxqG=A`ae=Sf68uuS!ha+C`wFOda)_<$|3lP4EK!2A%iRuC~M6HHaz zn!U<y#dzLVG z)eZU6A(5?SkB{Qw(Oh6q&S^ZAy@y<(G&|iV3V~@O2(iA%{LDCiw%xrC(^nd1P5LZ$ z_CuDvHjvlRw4_)hyRAS?f3kJ6L-H9INlhUzdmFy-rw6K02r&xeLax>w^TH34M3$r8 zivo2$<3ALyM)47i8LK=tk1By4^fQX&HY}()x#7|Df<;neK0!2Kn|_aMs6SB(w4G1{ zIL>H4LY9WPn5?vSEY`2I&jdUu_`LSL_tM6hXG8+u%;5W5%bO=aq4IBgScwvFH~HI+ zW)($+?2*Oc!#*YABM!b{OZINA@bIvsIs>erG^xQ~X^Fd>Z`gQjd!hO~FXr#^3ooM| zmn#vY!s{w;NAXcY7*&zIp@zDjQP&s>e$O%7_m{b+$qZduEl5^wrJM{V^m^W*-siJH zOuj!;N}3baW{-_p=E~$uT17;P+v<^Jm6xd`0bl*NUOaeQmsPbfqp3VUDp^K%Zqa|x zFG=n>#dKdR&uRSo+8g~}b3_g{MqH|d0H0EQccnM&k{y5O?Bn89Q+j{W&NNl~**KrJ zS~YN5;v02}nI=H$DlWsDXbkz0b5?fYzWP3ryLoQBtMHOwzs}g=W<3NNR^#(2t(;}? zRSVNNEg2-}%eS!04K3H{u)i(kkZ8eX`JGQ8>Q;67^b8Skew_Fhz z1hf}TO{*L09rrz_yt*16+OeQ`3uNe+n7PfK-Te2@`nS4=5OtX?_hM|ts-&U>H!TLK^rALh+-}?;->QW zS<#&E*Bu0KYtM#V@kh_G6O=7AL@TTPH{Vmyz)$6e;ux*UR&3B8m`Z+VLSXQ?~5nvWX_@WMPr$E#C zSC+V){HzLdcBnuTN?}Vy8|2Y!1?TSWO&x~$ui`bSYPzI0_BUG5zcP+yho294StzT7 zsH6Z^Y>lBj4-x@0w>Qy74J39s_pkxqDEdq7HT?(<-}0pSnvPEvFwY833TiuL(gJPo#d20Licht&O=$9;@;%GbIO$F zUPMa&)2*x4ImhJL6cQo~C0j`^lK}0%^hqynG5TDF&!v7!D{EKkEjt%-fVJpR)}zel zb^V0P-pjVA!0Y!QY#{&WP~9_%?29Z^%!LO_L8e|xMv#^qt|I&>8tec&!$=^xK}knb z%*HESJKg#f+_Z|Q`aie13oK=C+!Lt~VLSYz4DU@wO-_uHBzeALG8#)p-3nK*vH%Zp zAlrZjWC3x}G}5ZA0jvMRfbe4nc>8Sst%Qxl8Y1U=Sy}=uoI-JBU~PM#Tl8sjl&q`R zg{kcHh0ivw>h9xcU=mg@#M6MwI=qKPxb9o4@O4w*_B}4ike{xlfud#w(2XrE zAd1cQ+G=}Lfly8Xp+Xbe`?VRmUb0A}2Nla_oSA|K<>vXCFXikkwd*vxx+!+k0oYZG z-QITUv78$X_ng2QAt5EP`1@YF`tk7$7Y7;z66_NyU?{*L58}`7drhsafwI(^^1`mF z$2(lHzgnSvhl^eyu!gEe-ZbhyRHK56a->ms->IelqEw)DF;1y8%`DA6qeZ6^l>~=< zL(2&daejjWtx9kTAQV5r{Wh2uBae;h6hGn9U^Me&PerlnlQPXKN1-V&~5*k&J~!~x`w>oR9~p~SLk}%C-!>t`um5)9x#Ezw7+Z8A`5=W z1z6&5uf7(164K7v@j9-@jN{W<4W(!Pn%cYL?ESNh7)7VYw!1YdM)|@@; zVGRhh8pcn&UsJrs5(d4uk+c=5S_7hAsUBzM!m}pt_r}(%9?L$35C9nviR%|_sdm`z zfix|S-<1B_G5xZty~Pi}KXNA3gI2{B(l#>gaD0nlaKH!r5q@P|pS~D$q{0T~QWf)j zcR1CzK}_Y3f_yz7I6v+JD?7|ZLjo6yJ-_=-Qwf{PF6J0?{vk5CApr99%~mxD^V@$f zSb!Hmof_5qD+JBY1E^EaP&x63XWr@3{`BMgi^W_(+F?mBz!tH$!n|i*Gcg_G84d&ev>o6 z5Mv|KR_$kXBjUzm$uKoL3z3&>2vKW0?<1(%&TW%Qv#l(r@v5q^GS(Ic@{H%`U5jL- zso2Nq?VKv$I+@LyCQA0&!Y}Df9vcp{-wyx&>cBo0c)IfmPf*nT6gLKb)cEIhL@cBd z*%T-(=WKE7fD0pU6c|T`(vQwloINit>%f3xeX%U^oI`Vz;fTuL@#^kD zE~8ZF*Yjpz6~i?o+70t;VT0rXIY|sa*w_CrL>{H^wPtTvw@6OYr&RWch|L|KM{d8h z)2Oa6{~J!;z7c&;cul(&lb%*)0`qs!@{cO6i4+bEoJL z7bQ*czwJbD>I3$c{~>~dw=^6N!X&#PaZ<-%rsv}UpfeGH!ZjO?X>*akRW;zU}CSq+t| zKEw04Tbra)jg$^zXg6=GY8iWRd@+ zw+h4XA3v4>CD18Y_U+X_*=}UO?T-VB+4K&B1)OlBznT$6qPF3$zy%Y99rEJ|=IN-4 z&=g618y>ka2c{n9@1?25s1YmAR+6h;JP!A1EFe|q}T2#Q6Ld{02Dh6Q6iY@Sg_Nt1=xn41|$X6_|l7@j2 zMTN>|x>t5wF0)+q9Hki{a(am{b!{@;-$wZ)eGb)o9N3A1;(MHFU-oR_%yRL@SZdiV zV!UFBVcqgBV6ehj0|QGaS?s<`ltiG((}Wn)6B(Q9={^KHmJo2P?B9rVKOOa8N;XJT zaHKG1QeEt@3xuS8FBx0#uOh@h*X)4k=7&aXYfGjE$pjf|aqB^mvw^{wYM~Lc0^xIk zH)M0>0m?jJdBp$2(^G=ZWyDLkWPUK6Gn$fi$ zOb1zGdF1a`cV9W>Jk-d9N{&(yh^rU&wn)GQ+iwy+yftw*-N_e1*dJ6g|NZ7D3|3U& zZP_+P7tzz1wmP6WjbEajEbepZvv@hKZKKrt5N;Blv`zv;yO=>mX{irfE=X`S&OaeJ zq|oZ%2LT0eY^Ao+6Zdv(=ta@>h?~b0a#+^FQ%Oz`dOyP$HDjNRI!o>)CVS<}Y*Ba? z;V9ly+v_v@wUeoN{$w`bq1b#;V=`&iX2!Xz$n$HSU#~=U$~48l7ZUf$+z0}Lo_9=q zfB5|UZQ(`XGIfTB%$444f5=%b79R4qD_(c`n~9AHnfz;QCXD`5mcy?#mCUrn1%LBY zi#EcsKju#`RPF<}MGVw&)}pIuD)1UK^h54zFH$}{k2fhg-Eg%RJ2+xP06<1odIRX! z{~cS>TIQ{fEJsKq!3fC4@QBd?+b`*sX2P+fr#dYrT_tmk2Jty1GFy}PCDwja1Rqg( z?>x}6nYMtBSmy;SJH+MB^(ZoueMO-|#KoONNko*O1PL7Dmx6RrQgVHhQYMF?>_FZ= zFXQT70%ycIv#NGspo1Hhdw#bRB7iNXML&D~%^?(rOSOjGt<=n8=9CSLVXDi2YCzz42=@-{ET5ja-0ysWGlgqUXB$ zrE4ie14mL+jDFtn@HaSk-AhdD1u>G$Gc<f(yEVW5;0O1R49o==B~@@H$GI>eFK2?D17|cOSarWLwq?Pj zE(FggGa^ZDF8oGwzn({Va7_C zQlYrr^|&eN-k|I+?0BF&eRV}WBa|RnQfY(?mmhHqE6(p;Q6WMqrT$^fHp^-VHh@ER z*>3RgcyFa3k9dc3GO$Cup|$W$!;d@XqUbYG0Q2Udx!qbrQqgJ@+(Jl9$o$zG(1OTJCD^FzY8nLll@$L@??b!u2i!uFT)H(N12hq>wL3PfL8FynU}8-gPSKQU1! z90|3>lKZ@~@H94Cvg^Fwy56n#SGm>;r92E_rO9r&eP0cm(wH^mLD4b&_O_U90A6O* z*=d#Ldp_MxKsRxfHf()!dtrQdK?d{_-xJ(`A360t;j!Xhz?)%MRWA}w<`~V;hkS+4 zx5`5y-t}&^T3F{-2MIC^Q`cVPfe+Y+bI0LZ{z&fiJ%I}2-@`;yK@I*{k2m8Jv)WNa5ujaq7g3Oc?VJb%*g`m_mrB2$7GfoCU z1y1E0^;^lsT49iAPUBYbXp9d&xh)HC<4i`PlkASpgpZQLu^qL&moIa_j82}nSTr!| zis;mB^TW{gVGqgDK-9K@oyM71Dss)oiHxMN+?+VnY_eA#3N6Y-gqj6*0QvG|g~CPI z(M?4*d=K7=(aazf2(0WKXdV?rV{pAf<@WtLYzZ7Y!OL8v5%*Zm9HjgF%a_h_-EYh6 zG|+cgW4=D$X2`J^($JO>C2j30q-ilb7z}`91wcLp7<1@IU8IDy-+l)^t-9kd06tR} zr?}@0H*~sEd{d9{o08>N&CRC#!?HYLcgJHuz9N}uib(2ReYF2TY52Ut6W(zmLKO-_ zc9=uVkt7oI^x2d7nxcgzGbX?(^3M-bC08eq(Sp#sSD35PFXkYrxthBi>J^up8g#(1 zotNZuuIz?_MZ_Dzpd6?}$vVN=@YJoJu)MUuAdtjJU48U59e7K7;NAt<>t*h#Hxt9Z z4~_S{Zn6d;4x}CRH)3qX2XbB`0rnT(VYlfBFJ9atq)-Ro845G2Jo`O!1%=Fe%v{q; z@hokckLpG~5A)P6%;fiy^^zHWQL@01Wo`$0{Rp><0Q97A`ai6;kwE1hC}I69)SyuM z&%yAKS^|&CEd5nsT@CaOR0yq_}>}Qj1U~ju^AfEop8bhe?0Z@E}}8#9rEaJS$;b~0w`Fp zva^@*8<8p|s8gt;4^sW`vEA)zy5+XdCZ&Is0Xw$dFnlr;h=c z4xsX^h0g>kRZXcw$}-pBH}{p_AHeP?`rpeGF9qrVC{quQ95OA<6dvSfxZ(Qd?D$jf zF_ei1Dre}oMhef49pNcE*^sNX#pOyS|G6e`WVkfbf11*BoQb~R7ThoaN&z?*t%J;I zRJF3E_kRZoEBt**pe&%<&6yiU+Nu5&$nJ@7pWfSsJO>spSn!`oQiL!DmYxHb(M`Ko zDd))9;(}&bT|f9ot!0q`E_q+7iZIHLyvMNkDYdR#V|ssAtAH0wrLJbW1^}4HZoh5Z ztpP}r)?fF|Ndd+R?$~%i@}5%y&q?(HX9~TWC>2mY`P$dGn|UFx+X{cwU~x8hHMbBj z;%?DEn#9%3*lnlsaU`&QvoslK?e=#zJxsqq$c_wGXnK0r#4dT=1p-<8ty6=Cg<~z4Mvg z%Mho)-GC0FkF_I|B^TvWiT+4>GunVsbvMSxIrPMPBtP;_NIKB1w-65hz%woZY8Zq; z^n59>3mONRg94Zjk{%KU zhw}2p?MUxCzxatxqE`YEy{POrm_0)LSSu1;Jyx9eSk+>&@w<`Wy}CP~HsE(`$SRbZ zFOFq>v7(-hWJB!ns+xk20-s|H`Vu;^;ZuLjlY>652EC0L=^fKv&{j*~9(0IW@&fXX znIu6@41hz@MPS^RUV835PkEl5X6omT=fa>z102L3tedpurjA2`o_D6mcVm_0n^TTM zZYw--Fl#{e(5%*z#el=R^>JFMT56O8L8|)(v&QX^lc*%V1S?Pr@`Pbk-c5{4k7EGY zGz<)X;oFxhJR}U+ktb}>X4Z;YXUJBd-{xO}^n{J`1u4mBFSN&^2u?|uwWB7=+|T7h z^rm16;q;-U*-fmgqGV_9#)4gamSr<*ij7nvDMS8X#*0Ikr(it>CI&q@vco0Y)U=e3 zStby&kHmX@SdVg~$`3oI22i;nbL&rr!;%2Z>vo$<{Q9g|$mfK$8kQ+YPwnQyNU!@0 zV!XtL{YPp+XKX*_OIS$rdP%^F16#-69M3)NOYZlxm}+$DEc?`ZDD7+c}Yqohee2^a9Vk zez{9JjH>-L0?hC*BOk6zOiBbPjth$Uth`@o;lLPTst9DEcnxMi)-#gdtxBZiN$NQF zfRatr>lESIcWao21F+$;k*!9|gVMp2h^O*e2Hg|UvahF~B7n478wX7LW9CllVSHt$ zcXzspXKCG~aO8cr9O07G&)c@v5OHz)ibU=QxM%vAL{^kAyV`6lu@x0e14<-dJ|h8h z8Uss-(x`Lv%N!3QuJ1^bFi&`&Ntb5webQ7QAmi_%94hU1; zNs8_G1e7JjTEANC1HWmH)0wPWr?~60^-bN>OE1AQ(Kj>}cI54}`e+iE;~(sk6#JeQ z^abq@f7cIX+gX3dgoOgl>|w8mTkxRYOa$(xQeUV|$CK@wD&VXkD1?iE!TXk;JeScU z0qnomvy4^=J#AqicCFv5>T$vfKSUENqwW9?PRV~Wi1#6vsC}6$s*p0!HQqXxMHWl@Lw;I>zfC$&u)|BtTn9on6vJB zn)DpgC&>|z33QEe+D`x1#YB-JWpYQ(DNZ=*Q#F%9EH__A>WT6XI@zTa2RQ}_ZHawO z&wM}$1i-GibBc1T-JbQdMpkcHksIh&z8RPk2pDhpR#Z6X2G3!B35%#~^3(x*Y_;Fx z?qqWZz$&u6F3(n%ns^Yq!5Q}f>La$!?tpdz=G7(7&V(m@&w;A(WQvY_0S2)MB9-CO z+M2E`=refXs6iG3MQZD=@>P*SBhqsKL`z}YZ5(q!JP_p)nfMDG6p{wqxs6hHKZD;620l&Y8*8PC5j;g-v07S{U7vlv{sL#f6fG0pVIg_{L13=I+C+ap1W!A>Q%^Vf#??}eF?d|&+EM-r zmwEqSr6hXJLju&}37Ff;hh}Y-bg)ZR0p_;H>~Q%|t%$|mq3d7xR|g*=FY50v6N1Jh zhqmSZ^Rv{FVG9@_?I6d{nTwh+c~H5C2o>;5D%#CIf1?7jd@#>hj2<_O`f~H~^D{X;+%g`R zrlezsG{+jGhEfF7GS+I(?gF?$k$z()4s)@7}C2J@D=u>>kAe zYj(IKn=M{i3rlPcX|fo9 zC%ml?-X=>s5ubf13|Vkd)3La*WTSIaCh6!3^tx9@D78NM@B%99-r@=(Zi3gv!Lf7L zs=_W6rge+gQCnm3xow$ofV289%9*jBzMbk35@i0rD5=tg(#Up(mEnF%4JN*60~eC6 zL|(cUZz}n$()X@NUCom*>UjCZLZ7q0IQGwQT{4;+AGD~?e5;c>5+DlhO=(qS^7kgs zd^j>(?rz%vAY$4AUXxRF$S!zalZV4gw>EzucY8Y5Jp6bPsqe^6KYN)vTz^clVOW*?zv|QFWMiyv~nCp(Y*n^DH9;V)qRJjHJRcqp4`s1;M$SjOH^Dl3Z zrH{_62G&haK5km`$X%SlbrM=xpzw5UVC`UyljJDmgYRY!<5Sumx144Zdg&q+IuA1(5Nbz1F*k zs{GiU{LoDDB8%F;VC6%8*wR#tJP$l~1M6U?`)^(lMCq|1u3V)ztLQ=6kQI<+?VfMj&DJva2t=gn>h>o8tGEoROgW@6<034CYGsgBZO!X*Rn zgLLe5mK1Q1)D#K*k?OzTnb}^*>D5L4cvW@ERP*531+#LjN47!Imv;8ByD=PbzdvPU z(ZupTwPW@+do{WGsS0FK4j4ve8|V{&K31eKs<2Al9$OWvo;E3u>RmY-;0}lq?^e@P z%0WH4BjEq@NWF;ORa^G2VrH)7B{d(`K&vi&yok99ST4NkmZFs8-e%$mAhdg)kzsE6 zh)S1z!)6EOlTK%D!bq_@AQFMJd1WvcHm@!_P&zq~J({-~Q5JXpDjwCAkbOUa&wOX3 zh{g3qshW+Np)553)t)LJ3*Omrh=A?{n*TE}`SdkzkUaSvN5<0#&snYRQN3eL<#Mv$ zm`D32Vy!7h5X@$`HF-1bpe^TDB4j<_3Hip2_Xp=&9Tm^F8Po=x_HGhIfI7ej7eEl! z)Tz6br`43w1vQWHTL-Y&&W46SRc4#*6Ho@4oP;+r;s`&&b36`p;0}}zGAA=K<|=Q@ zJB_A40j`kPNlx>a=~c1G+u7K{dooPbeaH{^GA?^hZt0I7G47UpEKg~Sll}TE6Z5Eg z70@5mlfbPK58U*rl4Q3H5leTfSE;Fz9+}C;7ZhhLQro*vqw(Wi;~gM52BF=sEH&`24f>o?pwfBAN+}t)q_p)p<%zD~X2~eWy2a0*)Gc{^03^ zLX^6*BU;)1M4R@n_Hrt2*5rD%I_)kOjknt%5{WDyA)d0-nO2u~L_f8!8wYxA-6oxp z6+isuWM1oSXa;osc)T}>W#AR2+i0qj_*TEuX{Ki-IO6Ss40gla(@%Un6lC+Y7PN*v z8R6>d3)=N@1S}yLj>i}q*~o(c=0fE->f<>ZX;7ogZd(9Vsry@B1<@mv5s5B!ewziL zJ7LvrW~S>%QqR;9q=;VscRm<(cG^XaC}~rmUU$#YbaT?@7rB$4Uch&d&36m*>vnJ> z-7qDf>MI}yiFD0CBP|u~f}gqx8ZVc{wO4ZH6`jFgCH433%5K4Q|Ayevkdm#-6{a7P z>mBhE!R>~Z=}N0wFQz%h1cx^lDgae)mLJdV;Ekmd37Q~1^;mp?}c}YTA?tb{f zM4)bFLz_X1xz)2{UWrF{YdZDV;4=Z6P->g#3ZMm6j#oTD=fy3Q?N5>u!hFBKFwM$q zk-{XQp&~yYTFsJM`BO?IgO-`g@q9#KYMDD%B^c3MRPc%FjRUl*rKO7{d5ZYBKQ%lq zn4dj*FwI(o2+%4TTSY^*ukty=!oC@iCx~0b_P1r`>4yj5+W_Q|I7y2%Z_nbyr>sBS zH`v{O`SBf`y+-_7rZ-*b9a>rX_r^BrP`JFAFg!#v;?35cP0G2te>MuV{A{wjI{R82 zejTQ%V!;ZJ-{>A^WGNVHMpZ&pcbDyBy1!+sfKk?O zu#KQ|+79*M`zftg1bz3-W*7Ks)~dg}#|Y)_N_j-%jcdImK*-85kMJd~Rlk0Z`I4L3 z>Gh#OGrC+uHVMIWZh!iEg?>1K%Kh{_DQ$rj)VHmP0(Y%dAEv|ZdL^-U z%KfSyPYxrgcp&?N*Q~Zs}w%*&IUl4C~H^V4mjesq;_@Z`4TJ!tn z;Y{dp$YA!7;G~gnAbgnu`x{~(Vfd^O-tH@HA8xC7x0}Z;h5lWs`6^(Dnx=TdZ1rzFByWO9 zkY|r?Yry@1g?C@l3PVIrK^ul==pd2jm3m}@x=$OgkhHEp6+jc@YJ>C1UNIMRezI*P zEBj9QCS1{yy&sGN4;yA9YLC657`|i2%h2w#oTq8M>E^)Fn3jz= zQc{5CA$$E6=!f2!n1|-8zYh{{_>OY4XowQ7KKxwQn?C+ZLl2iMFblk`lwQq)*n^j* z->tCbiP=S;deP3ct6z2`VU^9qp=H9Qd;NUkfsc;9c8UF(lOWQ=NokIl+G?00wJ94p z_ppp9Y&b8Sq3E~KvHj^N+c$}`C84_%45B+~9h}|~Jx|UeHPgkNz(t?_Jk znKyCkZ(})?!hjYj^BC0yH}E%D^S6`Bw#(&lO#jaIJZHXo`EAd|(y<|JF!Hbi=o>%X zDJ#O#C8RK>v_8fCejSxTOLgLxm3ZMuv(>CTYeSgzck}H(dZE)Ac{YSIa~b_?>YWb* zy8)0R1@Q49-)ziOAZ-}4T__<)A8>)xim;Gji8XxFsY!L1LV9%svevUApA9?wr?edh z?=^hVmggw$`C0Wz9<9+lLF5Z6yf;MpN;(q3a3aM4`v)pz`$sIn2qMKf7gE?XQ6%`` z$k^_!1xpUz$G6(yO?VoQV)wwD?19q?V$X_p+r7ZSkige(T0T@O9Dn&5@{kCxzE_pB z-JPA^>ZOLR)vK%Vh;#|iGWHE{)>mwPev#1!wS<@JK?rzB7 zM-rPJD13r#4c{Yq?%fB!cvmaF-4{?3qCTQ2OD(u-@-6kE$5Y4hV;KB7-p2|)k)j=L z+6LlA9ahRvNbf)%~Y;Y0(WfpCCNSJn$= zuOFr;Y+xg**XL3u+Ic(;3KArX0zdChRapOQ@7GfTCw)WVCtsoEoAz9aEu^1KcH}K; zlx%Z0D1-MTf3hdg(yy*VXnGUP0C*LiM3jLTcF{%r_vS}+h~4YKy_zF`i4q`jzqutE zh-Z23Q?9zrcXCU@L_?u4)+tRVcPg>3JpT8UPcy%>( zs&PVvxI^Lk%OJ(C(a=y2cCak>-}NZ)T$}rn1t1{F?O9=7&pq$A3~9>+PO~%-x0K~r zyj!qMMO>E{isk6tu|YBZ3-JJw+aS2#@u^LuHB&IzoyBK&x4#64bpjrT=SVt1z9NZp z9$6R;C*jF%v$5IY;zat$Am!EHu13l11JDqXKd-F|nmIl+@* zK)~<1z<4~Va7iO{_`;4*1|IHXQdM#D6u2Nc+7kJyk5_W(ma{MOlx*s=ZOYw6e!jnr zZMT@a8wb?jwiImIXK7Dv0iHa6Xs7kANr02KM9?j-Ac4PZ?O9ho6y2SM#>$fude=nl zrF=3Z5dsRps(*qJmx7rjx2a()f8)Z9j;H>;6}c_DW&M$d>SqvOl4W82G4;RW{fhy= z38>EugdpfvkT$S3)m8u3m#BxrM_sXJufUeq`N?%Xsr4M)3+s&mc2xE&kGnYz*Q!Wi z3=G@fWvy=c$0CW`nbSdS{%1T&X0oCw$?@N=+BohHeEH8fFI2`uex;AB=SsFOprBnI zYCL;CV9XL5wngi+2^2GOKK8xN$H+kquI_lNN61xMQ_F6$Ev(ioa7t?@i+D%?mtyyv z4zg8$7;>sLEk4RL<2hKR@hmoX$^l4)(py0BM}-lth5lK@``|N+9rfwGEo-2c;ons- zy zJf5lK3HRf6WYA_je}V8p9Lo{Sslb*X8`KyOEz?K~ZV9nLOCk?f4_CpFy{$E;MW`8!imGmJ;nIz&a2%vC5B>FLqEb`W?s}ALi2td?aUT@ z*w1@D&Gv3Xql--idB|>dGvebexf0{XyixkLG4sK zV$(H(ax=3DDn80zH3rV{{auqUgAS#E>`V$%XFBE;1l|n@;Vtlui{W`$>OBMsg}Gw(4fI%%Ngm#-Bjp`cQK%(;afXb1698-?{joY-u0A-h6QD z8_O01sIwKBelJL`56$4U3q>bp!FIGsxkp#UCk;jB3Gh6a5feGs_k)y{-bQGVukyg_vL6YfMcbhitcBa1Fzp zo4Y_So2Za!FB??tPF@@Mw%S9tgi-4TbhAp}${-eU=ItKaY*P3!TA&bf19 z2P7-RiL-XRd$sFNJASSzhd?4Jzc}$U_C*oMi~{(BSuKwwDpHRE)8uq}*-=d`v5_d} zgooq1VjRQOcG^p{TrX#bFI0K)43vaHEa@2e5`Rr;-*|eK7u>1EDaJLA-zW?yfp6~_QmvFK*b~@sHhi|%= z#Zwq2rsL6QfNk3bQzR7p&uh_RnB#v91Tiry0O&Q96fa;DGTVI$WC6zsfOC}yH`zbA zU{{8uvsyG-TWaZ$sK5yvp$IWviUh92z?|@cY{Eq4;~?z>)kL5~8nRQlVEX@%Dwx|Q za!ENt11vA15UGl_e(>(O<8D)v4b@Aglhei#f6>gdLCRHGg0t8gK#3pWU++7+n&|(F zyYeCcu*QGGq;qt%hX0X*whkHVKRp1j*|=ktiFI*TV?%%rQnw>p*5j~<79GRFBb-hFYvBfb_$8ABNavEK~rN&e5Bn-=jhX}fcsip}vC4VDWnnw7Lw8EqW>m_yWhm9o4A-X_`fAO4I%(LM%?vM4S=blI$BlL3$WgK84xhQ0!1o%Zp z!XP>mkxBBcGma;BK)bc)w}T2w^gt96kxDlch4QU^I6r*YI|NUYn)Ubd#E0KJ$} ze0Y>JGFyE1#vbBKC!I`X&KRzsmJ zIgsdfGF{iJW7-Mr1HK73nY6}vf?eW%Aa0tEz`U+baz3wpl0NmrK(jGA_Pq9gDca}t zLV(130Q*Nn+F_{eX7hfH(>>I zQ*pQrsq8IA!+@$+uX7_1isy`?9vFwm-#NrTU5`eG`k$Ndq8rRukuMe z>TUYae_?kVuo3?#7xFmz<9^|ez$Wi7gxFi$ACt{B-@(Ai{<%ADx7g0)<-s8v6t`zkJwD<*!aJ-i5!efD6Tw6*@On&hJMdq$Hyzd4VN5)b@ckMjIGvpt%U{J_MM zG{$n6>o_TTjI@5Z_=!DuHcWAe%lUPAJ{L5O>AB!tA-4oIQUMC@xj*i@Z=wQhNdO@Hh0=zFq*{sh2IO}Ep#D|Db_O1`_KQ2h5B7S|tXg|tbFvbr2WOI>4S=Hn}-o9Ovse;Z>5uVXm zKFyZ>4(;L$h%#lkFBUsj*_yQ~rydrr{2VgERAR%s{b&yt1 zl&|-HVNl-xhXHwdg}rNM1BffiI`XFucimY;`My@iUnq?oahY�+dt;_(-6Hz^dMD zvdG?Ku3hIw{GHNK)bMid+f8h8>_dOVx1q_puU{{{6q7RN&D-Xi(`M}QGNC1C8iZ&5 z>ku^bRup|i+6e`3h~@IQraoA`l2iX=dMT$a655+wiE68vBnOFv{1=i;kb@@30LRFI zNirkMSy13?KE}wWc!1nU_0l^&)G~^EY;U-#aCEtE^p@w@o|;_E>+Q|S z0``0S3kLQ{(d+fKcTMJH{`^ALKARMr^0a36%vJ}Bi8r(h?2aEy2N`;OtWDHxKt>sT zH(v*=H#yC9W4h+phfaF0oIe!rI(!LA0F-3rJEQunTeZo+PdlLXeK~+1Px3I<+%OsR(vwQGGM=7 zpsP_1%C z*2~mp-tG?edXtR!Ea!KI)GJHJpG=_Yji*ac=@_LqwPGyN^B1lO$z2r9lsrzq22kep zzM7JJt`D@AA~gpiOb3p2O=qiGdR>I}%XYAz^T)&g!k@p6QbE=QkY;0dwahouCKT)`Yzb%oDo>)CB8hpD{c_a4jjgcMLvU8}xNhl>T#52V{TfPeG z$+7?}(iNShOm=?Ju>#O9PLf{ISB~`I=ghqQ9XoDZWH=1d8W-HVUbeE+G80wUT*ON* z*)vJQAhMl{cP>v`eKh$2*XlZJ!HN&hsBfyQR88oR=zxgkmDV%DuO3VKo(fg>UWeQ^ z@0vUd^v`E%0UEV#d!IQlpWd7QvnCy1&?6A+Sv#iLaOV@Jc#JIQw?lEJ`#mGXmi=fz zxv&lLq_oW+o!b-0?^ny3XTd4oB1fR-THo}!OE=R5%Ru`+pCUvx0ePLqxin&MbXYa` zc2we=6n~Rvb(7UZ^i=Cm8dPpSS1`Sd(QNS3fvM4Y@nWTr`p#@mk1Gkbm6T{n)|t0yO4=zEVqojDLS4=KSQhBGnrfLa*Y;Uw2FanuLnaEgv5!#kJ+? zp&^NaaB|=uUE^^8f+4PeuG|(nF!Y9`{|)scL=1;x({K<*?3m5dK}2L;0}z*^ZU1Ts zP`!8Nb_YHiB^`69((L=*n_HiaFK1~sl$XNpl41}Z0do#sL^T%d)mM6brnqrnb04P05@^e zvDjG$GGsoC48k(KAk%YwQ;~04*lXlG7FKlcGPS}y^Ri1~@`@yAj;oq#Xj%?d<~0+( zU#;-ECr>D-lxo<*e&oW6@L+~|HCkUHVb>9ot9iRb%9aZ7iw!{R7XuNt)hSx2+H9i2 zz8Be@c20@Ve>%RrrP}0=K%^<{>7r}m%nQ?t%&I(_N+l}%oYq7T4U2Xv+M3F&`pV8G z7q3-&qLn0G`n_O-ZWfTUb3@HR%5nA1rCr3Cm}{bF0komN zp7cjzeUli8||0U)G#>|)>?O&SjG3P!^N8guAE=%i8I|x8PAu!!wo-M z`XB2vnXa2=RY(g4LqPxZqYK4R`W?`(frq1CG1RN1hg^$0du$IN3Lgu_u{32OfgxL8 z#Zb*C+ZVcFATNTWF_HMG%6R@U&HCZOwC=dN`KgDS;v*r{D~^YsITdQFjhnl0;(Hep zmkLC*eTI!E^TYV!<= zpCK>eoA70aW9`Cf*heDTwmK&vPUlJ*Py&t6aMgHOB#8}y2AQUpUU4J4e|~S$mNOzH%4X>(Arqahdz_Z2sqA3`JCeR?FQr0H>Pr@T8?l?8*2Bk_Iib9fB3qgsvnmoGhQ+g*d8IWU`Zc(TYoL0I>{O#|3r2+>7WIu=RbPBraPC3eTSLjr%YIx_3&9pg#{G78REB9|D* zICrlS2=R!V5murJ==9=HG|o4JswUK`RPCl5y_n*Q0(a=!``hIKzH#=gDhE{4el_B^ z-(z#7R(V`^Mt=~AjE5^S$LwU7QpGa>l^m5U-JgsKB?5(#eRfXxvl;&H9F-u%X#IYb z!k((6Ky)+>@6TAq7frR%4Snh_=>CrW6W$hEEzrAD*&yu@_z3WbD{c2bF68Sq0z?D9 zLuJk)?;e=pNLB^hY8LH44A{CkAe>tRLZlKzJFH_?g`>CX(ImHam}ayJr>a6h{t+92 z!L;`EKi0TQ);?1!t1Ab*v7rI&{sFe{0~QGoq)S7usa4&^B&cYIpH5oc=}SH1quI?I zxc}XC_Rl4(J1<@)pxY$kKDrg|uyflM2)DFax%$m%9GR`MSBf;$Bk_Zf>=5 z^4q>xhw{KL8WV)TeOtHs+l zy~8hE3b}7heDupWgDZCDyW1R4LXtV8W;mQ~Y32@66v`+Vk;BqeaD&Af?~DAx**o0Q z1>vz6MavxiCvZGs0kUfQeuTD_=w3CFzLQ!Y+oztl2XL!*_EC+T=hnnF-zh^5{G8ND zYCs|{qZkjTXI4tgXnsg5Wp~ctYLye|y4Jqv0=3-dVtr`Vw^VWE11Ob=TllA+l`O0g z^w^!2#5p?Wb+W9^(~+g0LRX}Cy15+(N-#+5^2J`qMOf7Zu8EW9Em7B`e8i4Yk}t1d zOdKmC0WOTYVI)M5`js1NZs^YAB(n_|-E28S0g`03nQSMI7wAJ+Oj?!vlV`ukKg1E4 z=5Ku|eH`qWQ{6{-xY@1Rx>0p?;6unwJ^7+aM9SnR#HcEX_* zImY&5Gg!_&?V29yKKF)7NAg*VSU>$B4(SAPy5HN(4)ND>pvOt6fIuBqi6-(9+;^O= ze9-HOoXy3ED^2q?!JgwsWLi5oHEbJMgRNJbUN62FTIs0@iGevqeHpA4vz5MVr(2tF zGtgXg8oJiQS$MXXM>8wWNWEZDFB-7-8j4TMbF>Y@ms!tObS~v2I3+a!GDh~&mu>nS?Y-app`-}>*G5Pg5^g$hKS005u3|)L2m#@j8`1W2QVx>+&wV2Ka*Dbn9FYN)*$OmY0P)qS!e4cTwB8t zb4H^E&e7?B(P*wWKc#aV#h95zpk=c@0^P^>b#vzit&E(?O^@#m-EC9!h&ddQ#xQEn zGWt;HE-QMF36N=L^3d&bYALUeyb(d>m~|#02r0yJNYZ$;b>xFv!)U{Co;}YyClM+P zz-Zm4(TQg#0W9Hd1K{h0$-T8*%x$Ikj<&vSk{I3&6g`@mprVcZ|3a--uk4f=upLIL z4_)PDl>jeNmTqW7(D*0=qi*=lLt1H)EX^Una&<0hx`R&5jaght&XE;xI(t9e0TF|r z(mjlyYPX!wNZ><$?t1juqnk$@ZjbiKP%6Ij?>+DyW^=-I$jS0wI*6SnmY=LYmoSM< zKYc^LY#@ZYA_`6vX32cMnyh#Mr8^`ASQ2j&)B)f%&`r02a3)o1q_-nA0f@3H9bf>0 zT{U;a`x!{hCSgMPC0ObhDZ?#R*;*_ChSi!cV^5QLs=C%GDYf{uOT}idWt>YwY-bG&ka|1`$nCpI&)7Dy zAxeNEiQ$?1c$rRL;L*N(`3J*OivA`MKRH>g&9s4iJg?l8Nyze5Ktq;(fXjmRIO;tt zA;5(q?CV~seR+Rgd|h00`;h7=V;t=ED+`*iYe9m1#h_~;CE33xLzUt?BlMgcFUxqH z_Fx}52paYS-s8$8*Kf7%bBCFsTOxZig_J7)y7g9v$Po?gTx2u!9G*IFwQ0kvceeI#!r|-ZD-N58MGfsD4W!6zB>{IVz8Eru^2P1 z;3}aip+-5a!CO*IH+~K0UK%o9ng-fg^WGrcJ;m)f+dpJkR{h1r0*B^}yT0I-3^n<=BpWQ5OD^cFaG1DH;sP!@bSHy%*}PZdIfQ1^K@#gwb<@%xp!H zK=X$qL%zc3%NRC-M?kZn3Ux|PY=>J~A32e4!p#G+j%u&pgrJr_0HE|W?vqp8V3r#c zu%U6khB-!H-EGF50~9S6*PDtX6DebjW5PR#u61o<)$VzQCka}ebXam5Jab%<`Zt`U zZ0iHB#GLd`aJ83ohdyvG{yI@iW*po;bQ6~3k&RL-s3$zwp}Fn3@%m2_b%Xm^t~CYG zQ%^$x?W>~55-sLx{P=nGh;>{y9X1hgm4aMEd*-BBZz|59d6^zg&@1IJ{7d@~|yPb*~U6G!k|nJDj8=R0H!klQXC$}6K9 z7Z%4%`!wpV198$#+%(@g4H1trWOe}ZW9H&fJ|iz*NR)+_aQid?j!23qk{A}8t%^x9 zeR}MNk?HEv_d#V!3;-@vpWOlBW2=HpbTe|P0N1YKQdrJcR-X|@r`@f-Gr#LzOcfkt zT6Z5qcJyXy?QR_4%{dk_B2{A!;K36-s#ogF0KBMl;% zH_z0~{3Yz z$tOSynJ84RU#|D=%g&{A?Z$AM=Mw`fnx5xO`e;hU`k^wlPs`17)9wnD3E4qj8XuHP zoKA)zJAo%kK*&#rXCI+73`5sGFefTvA$vq1@T1c8)RMx$T0tu%JpnWIW1>KgS)$`< z6hmK~to3n^IEV$!pFb!P{z&r4dKvzg0)tt8>-yK$wUM8y-(yTx`_j;ki^C8Eng{s- z{z!UG!CEhzQTF)5Wa=Sub_qbxevtvx+a(`Al5aZ5ebBGiw`puVi~k?4-a0I*E^PZ& z8YG5B8l)SfLl}DKP*GC4!6Bsuq@_W+OF%$yXbEY_p<#xS?(Tdy_w&5(cO2h;Cu{az zGY5NS&7NzW*YB)cIAs>h9^8`!E~4B9;NDi#Q>O*o+slmfrtQX zlF!7+HH}kfRXt{+TiBN(_2Ud0e%OnnJT91!_^<~0SE${iYWcg=7{!y^-qBE&&sJMy zNGabiAT+TbV-yXgGit+Jd>}g=NmnoCzQlN+o}USuPU1?}D;Vo0iV$eAxRNB<{udgj z54>=Z2?>&IQ#uXqc(%?EnRLpF;0dDI!VH!LCTpmaGB@xI>A0Ttoz|ZX=K-6#%S-%+ zg=V-qLjGgv7Aht*yGml#L7hsL2RcEdm(}~T>Ix3J$GaAai8O0^EoLhi8JVG4sN$1I zm=jqzcSlw_wx5|fAr^tjVP~I}c+OY=VK$~Nt*GE86ff?aAvsyb$wN@S>473`SV_~4 zWE34M;4Ma+S~JnAU+wHoJ!gix5))irLlB6r{H(-`q(pmx;5utZ1c+^>YlphFcA~JQ z(lQ~bP<)K6{zv0TybfOjtT^WFI=%?HTs->Tk5T|V@+mFoeE{%4#uu-rN*{;iGB1ca zbCxiG9~NZnlkDsr*WET(x3}zU>pj`W;`vEjNZgD;nGsVvtJJE&&yTG!hud6ua!4TE zE!Rp^zx^%>y3IQhC@Zg+%^DaW6lD&7_{DoK8E!qupQ+y6o0JC)y*o%wrJtJBD z(NO7AI~Hxw#wh*g&3ySAr@3QNFYL;7>cs8L z4NT)n$z(yZqaM=~@9#gPhBFA^S^`i@csO{q*UbcVvJ%(;Q3p2}X%%L$ZA>ixh(@B- zDhsP$AnI^p0aR=PzX;a-^0eVU zH?ACaO86LNyf(@=a}~q#RAHY{@OdLZLxvnY#YVw&8aCN_dw1@vLkTjU>xsx<#RYI7 z_(IwilchzBiyjZ{KJ@%iS*uy;adT^}m`(BWqi;(35&`!enh-F5q-5H8+k0T2K%mxe z75@>5cr5}nDW3b#w?WD%t(~%UPJ4NX<3<=EQ7=R`sswohIsx*9Y#DH$DY5std@f)C z_1MDp=|vN8Ms^pYRm!`XYA=BZ)@tK1fHVmUzGsSIlzOi(>w=(GxKR|bZ3Ma`LT_ll zqes}48l`8S)=IhCVZ^Ko#moW8qQapNicNJp$*uLR2TvS|4s~yQ1V0e!=y^%xDbo0i zT5WgAW-Pkq-ZT06pbV(%yH8_$0J>@WG#t3=JK)=m^-M^Az&YcKxufiZu6(hnXJK({ zn_sP`x)UBoX10xLKj5K+h(tRz3jxrTGuUwTNO8dOk;_bmd(5IFIy+|O@a`1F7)@0w z7;{2cDzv=Tny1+UZ17p+E&SRGVb!t}>fCP{=hE)XFT^~1?!z|tY;65HJ3WExVx-VV z2G-CDom*$0sbz@s?`S!b5{kq%(9nGc-byL`+gI0#(-a}EXX0%~Z7bpfPd`;pd=-)dVqRu=vZ!By)Ku3w;K{PtH(LH(Iq)shFO|eYIu_|5((wd0^=taX z&7tJSUnaYz_dSG3i3MDPWUh(R`1kDneFmeswXa(wovnbLq{rZ7||e1WAu9?vm@Ryuzf!te2<+ z%FG4*i@SkWW>_fId<1;PGN}(T?;d0t9$em{dLI7>=fj0A23L28V&TO;1LW8nwZD`^th-UgCHznM@N$}z4UWziNC#%y_oM`gWlq=FN z5Pp`*B|_v5yVx~8iWh`>l_2_gsqPUC+BIkfoh1FM@qHNm+m11aO;>}1z8xd_aXjTq zo($5~u!foU(%o1WS&3XO371NeykHbfKO^2Nsk7j$Gu^@4-@j1(BRfb-X5Kw~C+n%% zlhGv7l?JxqVL29rQl>QA-LHeyH5FQksL*r=1!sn9`rey48{6T|*45u;Cv;a{vs+o1 zfR%}yW&#o^M8x*q8BK>0^Bh{Pq%@}|FQ-@-9$JM(VsYwr<;`C*Y4&v(< zkufK>pj+u6YLC%7ZoD9FgCJka(P{>~pgm3~?+pi{+o;ScwXzDAu_S+JH=PDi+sQa2 z6ZLmp_o-_DwTiDb`f_jKoAh*22Y*~Z&D&6-WzYp*^4rpULt}7!9P1)g18Sv1vEbFD zcYNcQ{EjY^@*0qn9ZEEbR@%Zm)MtXg!xed$cS%WKrY6i0(rdY=_F9~67^X9z&5|yK z)r!*Ip8@?~Y39mH$7mYh+YK|~TkbFp@LKgTj!@iFZFVU0)QtQs``C}w>#LnM))zp`}qTkg?1 zW{meJY{w=%uRk;UX7^;f>u*FxpRm{eXsbap`k3d0znu{P>+%TD79Zh*dNI`vNe90Z z4p*mdH#c3meHm^W43OYaGK@IFJ?L0!?Z>V3b~81-hBxOsGcB+`s5xW>)XC506kwyp zO@4d+(h(#I6@r>CEC76%s4=zPE_ZhWt3jaI6f^W@`+QPn4xq752i|PQD5p-JQwu&< zQ4Op1dbMV*Tjj4s*^$xkeGf=lt9J}n50$|!dcJH7kX3$v)TZ(nF*$PUk$A}^fGP`k z?06SeMPA0;bQwXF3j2579tqFyIjn~LswIwg)&*UO&Dktt9;sR2QUL{uTkgtFWn)uU zuxF9$U#ea2kJR@)odu)^ZhK5l0DjMk|1+YQ=m+%d%7%x)*5Q%srfSFAZ{Yy^RM_;1 zl&1lZZHijD(^I!6@knTwF+$EXME7#;2e8|-a;(_YOYHauz-q*1ZtIzd1R58 z2@aEVeP4_{Z0nS9dPbhy4Ppkk!^-m_n!+}QS32{ZUF2l082cNMd5%|D0MMqv+3*{g z`9sO}D{0Q1V(i#F?V_q5TMJsw*JSC1zw0&%?WLnPR9^@d{|3MlRSE?>3{IEIRH$CK zlKRg9h%Vm6wBf1!vNPdwXlz}8x(j*37L%+6#FHhNg$qLt?!nMqJp=%?E@YH!f{qQR z0n=nIW@&|NqmH3{VpK?n=?25(e?se(3RzfUX%^vT13e0y@jzQD(kQNyl{*dLGz4>(+M{rsyCW_d zUG?AMS>ND%9jqu1J!LVFlsoGOxy6*T;%V5Mxj6e=T8$p!`QdV{NNOz3Xa?cC2&wa= zC?+G%Gu`6KuOK$s7j<${;(e2!=9pB>`yHFP#Ze|jg{XmsQJ$L%wQH%r_)51@dtB^B zfp(d_kz-72bw;d!-gS#5YXmNx8+zGMj2w)Gy?#%8>sZUY$_J*H474o)h-OJ{q6*u7 z%P=to9@OUf0)T++WEaOmhvD^g3dQ+hn(LTc{pOWmHjLb#ge>t90sKCbHHO1;vOAyV zUq%hRXf*NN$FFmHFL~6+Hi|wx+kj?sjqnXy--GxkH4|#SccamgMJ2#%C)gE%Y78sI5IUpF%_=t zx~fKN;>jEWsBti9B_b>)$IM|bv{7L!eG&~Z@yrpR1|*DyNYj8cdC7yef<)akKGUs} z0==O?dk0fFvw&6e3xklH7ip~DD8fg86=ZI}Fh#&!)k4jOS>+#zsWFG=asv=dKlPKl zx{rwB1l|SwVH`PkMkw!^U?-KW<`eucgP|`%XV@j;%lkTFsa1J)+eY~g-)063pdTUs z#~Km#FNX*Bz5wmvj}c$4Jir6j%EZzK3Ez--dqxPm0XkXp+pPq=?kBmrRw7&4;YqeP_~KGtiQl54zS=h9i#vKk)vXQV`5Ygk`!#UD)xk6Q>Gh9C8lNg<`PGkP&`kgtuZ{$Coew zQ-$+-skQ$RT%me-Hk11ed(Mx}th%Jc5&KpG#q%vo%%P-yN3p})tug;5k75M9!!W-1 zE3r*i7*@wRw&8DMx3yQ$m<_@&LkKXY-O;thGW{deL5#>vo4Q`l>ibvQ9b|4|cY}n0 z9AH9!Hb=k65BG#$WwL_m4zP}C8ie_P=1fP`Ilwg^n%@O|#Ao#2Squga918%JcVY8o z@oPHJe=(8Bh0UWQjMd_22N5r%VlguV2!r=|*&?;*4gP73oIKyMFHn{ZbPLgy8etoj zAh|j!JTFtP`}E^-S42YUd}F2C4J@|VFm|Gl<^St;^I13$+ch^*Aa$4j=9Vf{jv}rh zCwBWZ>g|#9Bb|G}zqM?fSHHXMu}*G#bM-@`&4%iWA4Sb)+gZWbF~eTB) z@FoJpXjos0;|X)ApW$FK_wicI;u zIDOaf&J3N*{N(C*IHQ{ga|rYRLyV4zFqRcvZC! zsI5=M7Zr+yc1Nj%26X^s$mD+aZf$?L$dxT+q8yY&!{ax^JO)_wb>nL~E2H4pfPeA=%Gj2O-D&1jCUmRm5q zcr6BN1rL%d5xs-*t|U!$q5mv<@Lws8_vTuc9$O-L0X7ZJUJ;O*NuMB-3tx}}_O`He zh?5YD3_)1au5h>Q8Ml1nHC2iIyse4qE!Xe9w!Kn<6e_MHjomm`uoc?$zl9-GjoqJp z@sX}^9ffuyWTfjqNm;nPxTxtzD%c0@pQ-5|zY~?tHh3{;zoYu7Uu7Gt4A>8-QpV8~ zp2xEBBJsc2%6waIISxOr*)wtxq*pc1^OA3ZT{x29^^Fa>(Z=&2$q<5>;>xo$@jQEP z$Q3$EVg7=#$|>h%QThK~>knio4Voazc_Kq~Z53Q-`2(&zCec5VhEPY*76U=6UEqv& z_G8T?S7Z317}3Q#wHtOtN0uo)n0P;Rs~@%3(6Q|3&tv)!pEq?d=1CTag5CP7MQ<+8 zGi)v~CRMc>d3*ZZr|0?5sz5o7E8YUB0AX%KlKP4R4+W$1(}`rO_99v zUnvlVfz1BZ=ekUmtr88~dWc0yvho1KK*peyb^Jybjbw6q{u~f!lO(x*LEp1@j+32# z_cWO93q?Si(H~TkU_msV7iEvLQ06PkE%D?(&Qis|7BL(UO5ukr504aP$GsQo+C&;F zyoRZm!lT;3!20N+80x`}>rEv37w9J14G4aXR#{R8(0$$#DsZ6G>%NI_uq_W~Bn=!W zErVV9AUPNz3QJC99NhQD(`(_yxHN5;{CYtAS0%e#FM;gfo7Q<8bjqC2W_;)u;WN<` z8f!SbhanOkO1t64NvR&sdiT7-rD#4Up2-Pnu3yW-HC-Km7wNxs;lPj9R!5`!VWkyj z7tN8v{WB3wn1`c$>buJj39k4mKRH_H!Lnla9oF#_YBVEG_0GHEVhim+gHIdS{ZH~Bw zc2`p0|J4s^3r>1q1+%g3xibb^5r2eNf9p%!Vi`&7Xko(5&xUoj|{ak>=6ttR2^R0A7Xo*vpMM)#P4$R!_dlEtuP;oF}l~?%{>n zY&dGJU4MG@qx7Qb8=05qj0Zj7iwl?Es-)Uhl}Z-HGy+nPOwDt%Rj7acs5pE5m?zau zUIOGf?u1@9;J;woRPUfCS`+Yb*gCcx&$V`}IG*>I6k|KY@5n`8a7B3J4pI-NPfdkV z`OG>e2)K&MzcpC>YipkSnb^9|E=qD%7=tKDRQ9dG%3q!vbsa{QLn-QtW2rrPHLd@& zx|T+BiU2U3FM$$C5-;k(eZwpZZ_D2o7z=HEkwd(pxqT9c+O*o*p|;^2H(Fk$(7o`; zWAa|S4Qo)tFTg7ETo$io00W#NT}t>by!wJSrq9oZh~yA`TOX=njd;44`#Bb^RkUQ> zqg{k;sk7zGU8r(*<(@KX|E;cWA8BGzo9O1n8W=ZHJXprYViqZkRxw;+jODJeK_0f- zdY28W%|?JG#Ij7j_W3^LkNEz5nR8?->5fTxWrZ-XNgrIY*D*!!C$$N&LC>mtW)OTz z;&f0|4z;Ymv0p0G8ms=95au@K4`SLr43deG6E~`35PqHylDj>#Epl#SZT!e}bar_& z4+Q(gA=@cUV%rw|?)M;ZJv~17+{0V2d0rvqg=MiYvJE%HehOt_$zi%&l&iRuLxg%; zPoar<)WzH7`Ih7WTz=k&CNRBV%@2F3Apa3aTgj)OjXl#P>GExU;-5IbbfXi+FKpl3 z4M@m5yfa(r`8wHPT9>2bets~134lG=9Sn&U^RNe8R5?x(8oHT}X!Pr9>Y@WDNO&R+ z;Hfp=Zp;NsvAA~J2HO^fMB6A(n2n6D`31{<*ir>iFm7q@w=HyCbO(xv9Tw_&-Fu+U zivS(!n{O7{=6{^-fq}{$e41Nh`!zDanh+zYZn;n+IU2BUCe(_S>e@a~kOY}a75uvQ zSedE609jy8xUvfrWmP(;=wY<{y{f0`ZN1A#iU1;0cAP~V{W@i?c7R~W2air5^^O1C-GMjjwfxi_pEb$_v(+T@-Y2DY=*X7Ki8~qFEvNUSHB5i+ zex3!>O;%9BIoU8etEbv*z0FWKqFo(9OL^#DrdEAl(m6$YKK~OH zS$JvIrw`%g#%)DoV+2@*SmL$B0Y$J0I)c}9hH4FzH@ZzZjV^8P_D_LJ9^MXo>z25U zkr8IdcjZ+vRLa&Xbg>XZH{VBQ_&E}eGBN%>fkHwwU8)qT9Bi>TqobL{GCm*qJ3@b*laiggI!a%HceY~ zf*_iP)0qx&GOrMtnw1u&xRZ=C_2kyUAC1N|tfr)UbF6DJM(ur%havi)+=&Sy-Q-@D z@WMYT+oC| zuqt{sy@+W>@2HzEYH|+xUmGqBlH7!kDh@&=(T1p2^j8+Pk56D=ko1!O#==S4-hC)0 zSnLV)y8Tg2Ob!bD)9SzY%WH}T0B}>A>7ct=eAFq_XiR%5}H-BvzXzF5#qbtpfNMA5@vz> zcc-9;V|Z`6flA}%$k{Q7rD5qu#=#9rFF2@aUOw2KhpS0tiP3WsYI_@z$@1-g3 z7g;ZCU&!2JU-6j(X0XrC@AU%i$lPh4%LWLePU(6qnWB88ASEy{OMlDe;5n>bPbkO< zZ>{!xD{6u6mYGj_okjYjLlNuKbJIvrf9Ovvl-m^5FL6LUm-C3HgN)$|ULH2eZIaR# zAWTyMBqL^shr;dXg~@=8a;dueyUMryqXRCOqTSSN1&A+nGzTohUC%rgq|M#|xi8ew zofR`)fVH$ZI*@{h+%HTyzPGqffh6Kr1%u0KwU`T`(sKF%2y$Gw$44Nhc1vb(n!4pZ zs30HxqLpE66&s2FZV0g{P<;UKCQOlmztMT>ds=UlBxd%_;+xwc*1OFC9X}lds{2fq zJ~~Fqx*+e(;@jFAr%1g1S62V81nMcJ|DUu<`kw=U(dY{HvcHZuQILDat-6}`H`jzghijd9uosU04yvs96bEwITkA8c%HeU5%%m zHJ0rVuQ`ra5kPYBo$SVNF#slh5cq3ySoeAqzpl;ZnEZdvzlj2Pp#va=Y{UN<4A%lC z{cn)jGoCeNk2n1m9dD@gkqgce@JG&-5d&!=c=e2SVvJAiKSh~9?oH8GMu0VT@+?Bow26rK;uQoctS3Wm|D6~%pt zzaArrpWY9#PdWP^v9!$sK~y|bz)g&XG#x1b9|v^>)p2*;#$E-UxQK9 zms;qU<+iFnmIi@5kipM;wlfwF78uPZD_T!6pLwg2CYWaA{l#5kt5b|~-tl@8ID?%* zTCW(_YgGcl+ZX-YEEMEx&>ckUbIlEPakEEjyjye`^+Aj2!N2Lf5S_c20Zh~%-Rv1% zkPAd7($XNAUcmNU&u!jDVCVoea6U*SboTIcR~)U>(0Igm_RuOgR0ah7bi|U6o%!t} z=xyln$?LmeU&SUgT2`DoxPrj0AOFDALKvd-U|Y!zvaln!WR_jvJO$VlS4^5^WvB z<^eUD86@;)(L^y9iLiEm=b z#mu{>M(>bzU2chPPs^Aipt$d7gRp~jbOhahbq(RPeM3BsRZncIiLTZfxDI(Cm*FN(B&0Bn9D{O1|&#D4ysNJK6-Fp4fRdN4ef>|32i) z_%??bvpQE2y}mEqPyf9|%!bAKzMc*6J%+{TiqQ>2)eO8Iz=4jnEr(Ccmka@4G`h(} zbDM9*&PWl(r;MQi2vB>Lq>jYC;5BN%UhXA16;83k5n)+POKRQ>rnk>-lTJb@wh=(r z5z*L?%*c1tg$vswI6?uOOR)`-M4?z_zc`8_wwUckL|ry;Rh^ZeR=eePD!7j}(-(8`k-Cp3yK{r?)$tr3wKle(t$XX&<~R;toGCG}#J?VWz%kh1W;{^f z?<4U#p`}8*;@5d_qg=u6ssqPiGR&%%@SmfG+un?+wkG-Od>Fc0Rox4TgRS`dBQaQN z7{-j445%RKX(1-}^u@&AmAub)I+0)D^2dvehFY-hn4bAIa64tzH^NMDN<5Bl?|$Q@ zn#HrnH9(yC z&s*E^7@4L`6*Qh$bkBZ}UWh!(r0mE!UQTWMMMhB8rx$i}01A}6N zf^WIao*5gmV{B~+t3DhQ3#6iC^^rxKR9s@Jf_yYl7Q738B{BCc`?Y}G3~E3+S@naiTxPS)<2Kso)gEi~tHOqC7r0U^5 z|3j;EaPGdP_-1Np$ZA{Zn}EkctAG^`VORAdP3CLba`man>$0{$V88hJ%WnIvHn!IR zs6bAIfR!--Jpz)$WqP=d46k`rx)xVKv&GZ0g%Bg-D1mga!($hxy2PRzYAlz;#rL#5?Y5PlXA1SMtzc< zNF9Is7RGqVvy826j>y>m#Jg+cHlYa&I}a3MIpk;C0K@hRpOEw2=y9|8J-*GGjsXsf z*>0G^2IfFXl~bQl!}G%J9TVA^_UuFl8w~IV~t86XH4nI=3 zYdwEQ|I?WOD&tetU^szFP@6(4R~wJ&t0c4slB*gA0FQM*|3~_PZeihxkqg-r;XKg? z^A8VHK0AdWS>Z98*2^$OL+o;WrzxQf8un)R`|kvYy#76M?9! zd>y?w`NZ#7)CjRP%h;De0-HVtHcmw8#LV49kdxmNX?KfBvX|m^aN<3p65I=?6Ex-? z62&*jk)OmXkO=;6?aA|(yEUUsf1-(J!|ZOVOH6tJU5*oKck{e%DVwPQs@<;TD1E;a z2nnJpIVG4pAK$|Wg=mwM)BxIC6D9UhYd(&fD31Dzt<+)Ey6kc%y!rL~*NgD{M9}jS z$3GbI(k-dPn$&yUw=)FmFs2$}b?Uu8w_k3S_#k@!xDNBu{dcj?_#gFe=xf(TBg1SG zIq31Rmb&zL=B;vMp6DA7>SW$MigXe=Og}0P69m5?dno?3=<8OPxs48Pw;1l*)!NT{P#;(W}`cX1OxZk9xFAfy}uadFMjpiRXKU1zj82S@vk7 z?lMB9laiggI%%q#=iT@?-7XSqv&|6&1FNABVgYpA$7~@pfPe+Yr9xxQzg!|*M&wM_ zHv5a6HeyWG$<5uIG`UUlTECiZAM*&03Rrl%f4$bXLHQ1j2R$08zN!i5t%pFas38RpgYCk)*J?cl_Io=UmU?z= znJq@BQ8x^gcSouokVOT!ClKgdV<|r-hL#nqm^2`bsYCeg=QHTRNR5JgLU_BRWLLNJ zz!V5ViE?sCL8-}OAj<^7S`NztioKlSOz7ZSKEXGQyDA>3#xs3+6@3 zoiO^l&)xl4+!s8}e|WyjhUxOjot-yi$R(725q0BVZrmHoS;yVZzBMM{mvxn+Mbc+j ztmK9hrayOS7LI}V0$IQ>`SVv!Pl93*BMKaHuiQ3+)t@`8PBMTC~Bk^QhE~yY!krB&A_7>6MlA) zE>0KC?RsBEJi(qW_KON4y+q8f7=8KRS(20(62?rk^U4tQXx0nWW~$82eAo5^GmkCm z&^wrr@{o3&2oTRb&%xdu^}cJ;X5%ki1i9yiOk{#UMd{J1ZzG$hv=?Rx6CZU(NG(bi7C2UK`dVkTK7DY3DGPZ>wjIxustwo79)=QR@*`T*x7Bo9=>0cLC&&U-FgI!g^y4Ufydz zu9{=!ytex8KFbj1RUUZl^kt>Q%n@K&V7dE@7%1)kcDweI0V(V*x?exlj8Bf>5MXvG zl8Rz0{gvQi0(Bj!li*Ag=VU)H)VE%%VUlWxW5)-xyRNy{)b6reL)#5|*M?etF?LT>e~I(>460}?K!iRQ zO|qv*wel$I>I~NlW*ZK)CccjS!!1@_n{oi#;Sb*CZ(w4rD`p?}SKmqsSc%D;NiQB; zvnz$L)1{9G<4Wu(Q8S*b)3ZJ8m6EC!(oXY0dBwgbAM6`vVtp5`YPs+^7e;JU1@_N6 zdy)M`0>o4m{Az?bDD^x!H47dUF1|j@@pMh%jxBkL2$sJbxkpsTC?2d2!4vcy{ z7q6CtQ@0z2xD;|UX7*GXaErxxh*U?5i9MQ$_DxG;e7bbpwz>qPo)BMf4u(pI)YxKw z`fa$4v7zOLA3-6XuU1bHG{9rkiO$BpzXtK-)ugsV>h}@AQZ`H{b6cp{gs;pGBe+Kk zP8tpl=gqQDE@VHP8%&6OGa^p*Ni}+&DE`!@%*q35aa|)(EbjgSghAhb2TwM&e*XI( zwF%{~sD$I9A0d@r^IdaqwDk2tx#>UkUgti@s<#a-WicJt@)?dPW_u@G@ZfB}ddNfz zJ>aqH|LNS-MHT2AeYHFGmz=nL|GF-LFZTzHS(VmfxcyQ9KP6_p!oQF7&#*AC+xULOFZ z)y!goDT4$p!_~xg52YaRe}mV!)mmb^vTICuf#WwXU%#=93TGq?M2-sxzTZ;41!Oac zz_-vpWP}QgK@YgmoXw6I`bjs(8(v+o6U+T)m|$>l>&Qf34HES`^lZbS0bf{mhvYin z+g}&;o#2u!QE1-XbLVo|kDy?D6z4Aufg4dNMH$cdw+7l%iqzEKYFw;j7CIamvFBuo zU$r!}2Fv827iEWt_I;Y!`1#DF4 z3u-P1mL?$Bra{0gu?nh#rqnj<)j+!c(nQDa>n#JsBda$N>xL;o17)ShaO{Hr&e@F! zLp*}}j_TKAzr}}DnfhVkP}9Y5hzJTQCilEo17WWty7F%jcyAG+3N-3DP@(a&oEuw5 ze6@}Jj1*)s(*Y@T4v!~e-KcD)e5f7$QD$V5E=@8Mnfzlfch0(l? zRm3s4F)xzQ_|YJ$0y~mDxEYKX3Ou{Anr=Ii#{ECp^9iw-c8d~aLpE!5p5CveiTDy~jZ#|-%2aoHUg$_k5luE#nkHy5aRzrkuEp|rd{dt%19 zE2$x{zdABV-~7zvbUWqLIb2inyxe5eM^x%h0@V7xFJ`2UwuGojD+5xw)el3Nz z?^+=}S+oSv*-q+awM?K-FW^ANPlx|Kmp4}NKH6jx@xI()G4s<9$1C;zI~#G6TZNww zjGHOrPlwNn#SxbXligAu#kgr}naRBT$$I^JiMf{)ZWuPp-qrWpQ7G*M}I+<`mML(ZC z5X#l_GnqblK3l7^S3MhXK66{@eH#)7u(^K`J61#7LO&4Pk4u9K2p3K1L%UjPj0*Z% z=H5XMic!QWTQQ`%8e(X{z?7L_N&LvS)-gs4C?oP798FLDw(-`H(-j(QG z#FN!CIen&Llyj2MAyL3Fd?F$rI_FWy7D>|ZfY*EgaE{~i*>rNXvHzd`px3V@Hil2C zkcZM6Vs>#y9BSDcng323_QkO4!~ZDD_gxMXa^Gb6joF2hXNWJ7P}z|G+n})NJJ&7t`xSXO z$sf1pH)gm&-YmOFBUfVHenqdG!0sgH>-mDpG%miBZEN`=532IOI#ZnGniL+qY z{?A^aVR&Z9X z6)}>Mqx&Q%n^FQXiBTr!;X9mt*R8VW3DAN_=oLSt+>NuVU68P3q4*}gG~PY+_ry^s zd17j3x7)DC7t)eWhXpDw?ukL->(0y`1_BR6?%IU03x@d7FWD#e#mu+F2-0ERcx?Dr z&)?0vQ@i0P=LHwEqEs~JROx||4VV43tkGsjiCRFQzd~V})wgJ4#q@EbgdEH!p3>Y%$T5)_= zHdZJV-glFyGD06A0 zxDrcK`{;)C{JC`{?~a4be~V^AqyAs9BDH7cUQ{-)iKG?K2F08gS7@(P52%5)iI7os z%F!N4xRD7nMzHCN=Ff}ZT#Aqisb#w;+urYBew-V-t|7AV3U3_|h*Ia5hUw**wN~If zDj$sp|Gk~&hroQM^RsYO?qV8dOa+L;j@Z$i*#PkJRLt~7MqRdTQ*JQ2*&MdT^t+*m z_k+1ufl^XR1EnQ24BxN6(i%cjx~ro`f*H|-Nolx?vYj?iYCYWrw{lL#4-!4YWcYEK z)4j)Cw%v5a?D%#>x${J{MGy+bU?>q)x%YU&HVoCWLTtU??(rM==>%+nQGn|wev#D+>Yt( zjU%F)W^akbsul0BKopi&nHLMKiw~#xsNI~tb^9#=Z4X<(tN^lfuA7_8H0)WK+{$hL zf)Huro~&ER$H3U+mW>N!jxh}?sZ8+TYf4q8W)uXQ*}oI5gR{G_0+C*s`99dI{3wic zNAfI6bah|4ZNGpv&#j@b_hCUS0i=|Wm`AIKf}V>Flh{~~%+sj-PPnp5gC!h7Dw9bx z8rHDY%l&jJFZC~lU;=gLJtv#h@@>^CK+pHc@DsDXIL)hGwGqaMOcT|vC5UFe0b-!r zJNQZc!kuTF{B<+((KU4Uh9a$T>!@ooaqD;|i z{#H)#XlFE-l{I)z5YN+|x-e_tK$^s76dY=E7?>arg7ZN{R8$V0ID% zJ_d|z!WS1sM{CGgo*i!=Wv%mwZyC%y1YTi*%NTWa7e&=;)t!p)X$a`swL9(2PT|k^ zE<(!p*Sd}(LmYFb&{xhgM&~5K?k#3)KT~R*)eWz&Fp2`=1v_guKd&l4pcth&Ay(>QcXR9-=^2AOkw8vr;^X$7Ld}5eoM@+8c%~M31fhw3O+>^ z3Wg9Pbu?QF4WBqVuARInr8bYm2SLVgjej0Tf^cRv>A~D5B z7LBqT_}J{3!jiz@_dhVxBS_>4@;yiW2Eyg^@iA#*D@QFF^?44T-WGf~9N&%o)wdFY zzPwM(X1Fx5HmZ=md!AhQan!~&L^*M&N9G^O1`lw?s-!TmjER2oa*Jl!sN>gauyJD* zO3xg4JV1%}@c=F=)R1SHEs{-&iLM9=V6wxtQ6Vw0y^q!GhD)bw{DRq;K(1_M&(VOn zjf)GyFnV%X6A>*b28;`9nzdbEq8_ip0jJ)c%G`$9F<5Zj_m{N!{O6@Q?k3Pl@3j0v zU@nh&WM)AZH*GHl*sq5~{EhQ4xpRdGeZzRFS&7~7RX(j7W{`I@`=^+bm2$}`_i|o! zghP^r=FE|t9<1~r~ID6?|~-PHe~{imQnaw1Q>|F#ijkQGoAh<=_EJMl?i_rPq_vwEu;0N(5#H-r{_WU*&Fv(`9PYFV z=|0LIr&4OhIG(IB#>n3B0b8$Wt1=^$d%Daqj0GB!yAM+jU;R*nzNHa?bG1vPC4B-$ zhrKX^>e7hhaG5KIfH+s%tWj8piL|@!2qX zJ(CspUr!Xo79W3xE?>lY#&)<+5R-M6U^L_9uAsF}dhm<$u+5?89_cUHhyGw+$ephL z&Vpfh){JJ!$H+Plk7rTudj^(zCWu+*ifv#ASFG`!Y1AA-5y^x~5@*Qg&~fY|bG*^Q=-@6}uZ*?y`7p*DkCb(PtL<*@LjdK^>>NzEGJDwKCp3aQZS{qEEd6@8&#RnlywZm1$UWFF+qap?iB2>nFM+-_l>1HwVU%}&D`Qh7>GtGW9 zyg!N8hYmtFH`*;*Z)@8l+i5O1h+$ZdhRH21Nx#x*L`T zX;@skq*)pZaHUJSB}A4M>6R{mJN)1G-VgWNnctjQbQor5p7X>HeW$q^VLa^DS|@7& zJpg8r@R@^SF>ExK(_?9`5A%twkP*MR(?2p$htPE4w-7ZpHuUF>mom3~$i zkJ9DXvV;fv>_X>Ie!=Vunj;vuziKewY41DbW|A2O5tHQ9ILKhM^2f&eEH*{=uH_Ea zRDTjItKjvm7hp%&t6d3qYuEM3;ThDU=V%Pshisoumle}H?Q)t$*TDH*bayGB+# z&1~JYA4jqhF59Co4N+Ii;K}3JpQ?FfVF`Jhq~p%{NPHp$(8s%nPXzhJo?A)5?rG!u zVLR_g&iVKqdHP!Iahs0+lQVynIBQ@K;>n3XAoBH*C{q}FV`^KE&Sx$ll=hBSTR^9T zb*xVK38Ru3Lvm`ZE`gc-oPWm~@lRTwdirAu)1#P?E=q+ss_@75vw(NMGtybvfTmrO zZE&5OovKEjCaEMt1xV^-sgAz+{+9k5%G1V$4)b(=BI0DCmtd+E6NkP1guc}%I~PVm zG4*9D%Ff|fsA@N&5G!}FJ2UI;7Zgc2eDkCqr6G+M_?wEVT#hEGDs$bH7ufg}1#EoC z{H0`6mrKXCQ2~K?@1^l=&{A4g*f;lV{I#LB2I{eVQj@8)GcWUEEc)wls}I>nHW;^V zc|7ZR1J9U6_D^oc=E_um_C`75&+S9^f9mT#0P$zt_YpQ{GxVD$6k3}$u7#g(L@@f3ldujD#>z0c7piY9Inz|G!lZ@%aUOgSpM_ z5e~=U?K4gdMe!}2*vI~&bXeRUN~D>E)@AnpMnhH5+MG2dBRrR$UBeCY>);AEjvTct zuN+)RrF}QkXT?r>`4ss2X|@dgxgmu#Lu#(aH7s~@IK9@mzCD1vgIGY&_I z!ANbWDc4QUa5aRey^eM*A9`gFg?m4nNC#L9I^xj=F-x=zkXVAR0@9vI4PCi1&rE)3 zU9)lBv1D&r>MRZst%~ruEw6Vf8{W(LPK&@EkBq5psVQxB&vl$9W?!(VPyG~L;Nfst zc$}76?zsIP5R)|#OfDN~%YL0R#~m;=Wq+?^lqI_>4f#VnSL+1`0gb^9e!n}TG9-<9 z>CZT4@v&6KnV*B({R-MKA?Yrr4)1|8Y`cU%F$Q)oWdb1kUq54MoY0Z2$HDdAo ziN#6G*!D0WC4(8R*j`qQucDNSQe|Y%@h`<$`H#w&8!DKy6dsr*+^{ZoJKRS$&eu#_EB085!G|?n5^JFi%umNBk1sf!tO}d3T*-&I9W|SIYt&4L*)*pn zDb7sSOCC2|&}46J`7=42tLfE(|E?JE$u4u!8S!Q2j{H7Nnj?ZWZd6IKvd}_GmUf``wfmSh|3WTkNwjD}a_oai zoYs5S)@s@ z7d^%Ybd|Ikvm-5BuZNiQ)#Ek{pf*h`;n}gYQi2rPvX@LOWx=FI6|5Pr918+w%sHR& z)^zb_zNpcvw;q^G9{8NE$@j9!7%6qx;$C5a{IIb#SA9+oO|N=hWY_$)Jm4Y?u9VSH|+svA1T z1pZ?D%<%C|4UI=@dB6=+@Q#Hha|LsB>AN(ly1Dq#@nPJD+dN1nnW?;oOOR1zRO;(! z7*3aL1jO#`t>z(Nb}-J#uh_0f22z;WRh0z~nL09JNibrK4V99_!j-YIPBNkk8}V@R z9%k%kMl$UQZ$>`IajB1F3c{iwd!w{6PU=k!DRz5UaN48-U$~+9RrVn^@nx$f>Fd`$ z7t=uxmMh8U1h2j(yq>0*Xn!z%8}@b+C6z#anRrUO6VTc#O^Q(H;2bx^wkW_7lL=LL z3)?Zo2D<>N&)<1ml*&ytwT2(DM3*wDcpYBOSVvp>D;#h$@1!giiF+A17=SZ| zdzWn$)8Kt>*1kwC58#l&g%PGHrip!MpuKjgt{0-JeR27SGkKb`hSsJ0Ipl&9(ly{u z^o4-MnN$QTyLYO-+#%SfRqFm_4?`O>t2uyl0VnLEnaGT{8m>peV})cs`G=ssrr4L~ z)Yk9C%f~iBf`__$pt?YU9Gx(gJ$Sj^K6fGhZ!ZFo38Q9!(TwX%b^WFg>_01S;f0y; zgo9GS(uvgBvE%gw30AgH3B+Cuiv_1D&55uv@sY(u@cioCFDCS~#{@U8r;i3{MlivP zN?=Z5mpaD8OV`PQ_jBbFq`FjdLRCF6+c4ryXxc^gMcCUPVx^GkVxI}0ZZqu48mpOU zvbj|`(rSfIHCE|#Jk(JdK}`n2`&-e2g#s9=NxBFIr>1f}Z-N(P)K8q-l8$`K6~5CB zg&SJ+5&SPOZb+GEQGkK%^s!eP!7xPp3)1p7(HGe7aNJoa7n}y@DUf=X|-$u*#A91PbG$^xYVIk||YuQY>!Zg{Z=5Ouho~PTO%_)MwF#v1d$cpKhD%{t(=5x;-NPGRBql$|a-D z$3=?{LtQnf$z(QqkPPtnwhO9$^=DA@e9wJ+j`@{KH9{`5WY^D^ZY#CBzN++-$qw+i zru_sgDkQbOh*?zoJUhTIWbNrI5yc zPOF}I`FAa=?1@bNT)FEkex3i;<5|D!Re@m85o29NK%+;T_(2uyDN zG;uIv#v8Ae;cbk zn)wdtcmKWw$<>q=iYEh_U%B{BPBF?84)~B&jIQH94b5=i46e_mKlG-re!ScMjXB;kS;&Rfq_-`xl;jRb2{!*WyDR8q z1ij`bmUDpxFZB!stsM9v;;4oDO5*W@8X4E$weU?p1j6KEIqGnbjc$)q9nlaPlxa{q zuVt4cC=XMJQp$z#$M+FGj&B+`7Gnm7d1sPZQn=PUBC|625!auED-|gtA)pM40;LH_ zrkBX6^+Wo>TL}+xG9uXSW}QD4aIcL}cvBSy%TXnDh}Z;ZpVG>oon0qHYxuY-pdX7@ z)_+va7iQh|ID3;Z)X2p}$1 zF13>r`nghnZ7zlVO<@PrrWVj7GSu78ZWNMF0o18{s;IUYo+}wU4c>I%_8z5E6{n^B zf>GKN2dXo8Ro0s}myrAOqY&3hcJ{}4*eW4BH*HS~!L{^j>j5T|&(!=^IR{UD-Yyn4 zA$$?=)~h3eAfz<6+7+Zn3pNnVwso$dxgbGzJ7WO^SFpT)alYJ@gu^6MmOk=_0q9$W zmT`6&N;8UXFZ@YeS;Ux#&Fr_z!hZE*Y)xwoX-{H!u6@rYJD{QbJKpg(?Ak9NPRl{{ z6GT5=r7^uXZHR%f?ocjhpDn-Z7#Z)=_-c77uY~&yQ?>E5lzY%dbrh0JfdB_PC^zo* ztIsju5PR-u8m0{;6WsuDbS+QYvhgn0glk&^DT36*?5*}aOwDmJSeWW{Nn?+xZ1N^)E z5*ss27wa2)8A%sF!DWMq_^+;iEa8!I?RZiZm65lB^zp*9W3BCdUvOiuESZ_N?yceV zw@bou+oj!dOs+lbgWT14tmo{*2$&X(K6o}!C2f+J2Ic&9<@b1q2r?JeQTVAiG~`O2 zkXBzu`VC5j#$Cm0GS;){A*+X=>g^@y)`Bz+7y*b`bl{I@vklr>0iGVXBI4S5>oouc zpfK)?R(HJ)tkwAzb1#R3%WDSERsEK^2EcJZB;!ZU`TZUz*P+8aWc!RotGzPd?O&@m z9Gu2rAu-$QE`B(wWQqv67#GbSuKuw+Ciy$q?=@W5{BPF+Fe*~eyxjz>U>O9&dLDUq zCGsDY0A(<>y$^%g$^c*mwJ-qnHCP$I1F9J4Ib>y^`k)JWUA-xHkJ$#lD0wpWMyd&b zYik$*H(N`A9Aqs9A0LPNpM4oqo#D0%nX)?9z7fJj{7cyAl|1Iy*E3FJH zyA8i;06URK8x5^XX?~&uLAjDXjh6sCWi%H@kwTkF=BO~-_1-w;o$M-g-WhRElQ*w+ z_7mCO4AiiAbSWJvx=2{M&H5c6Sf;!;7*7%`cA$wygxwMb4bT9KYj@NLK_-jdF+p@@ zii*Rz%5|4w=ii>8UkuUO0C2z}N;ub@6yNPahNJz0*knGXw5FIWB$hwVBHmP$U~-&Cs3#U!Il#u9?!EP!BC^cQjk9FHA1`thMm;t z1~DVw1ntyRF8D1$GDmsN9>d_7T4$2vhQs@7>d@Xc2w5aBm4kD&ZL+i|f$^}-h79zb zse6#n^|VVQbOXPKTBTE(6xC0k7a2jdE)%9khcy-LPTQf73g8=lxEOxnA`E9f#8ahK zhLq}3O=RqK`E#Ud17pFYd{T8uMKh#9bQ&L?&-M&LZ4`3}!5VBs0=#*?=Gf2hJ%qZs zlApH!_1@1JO9wS2@f4h|4^!Wy`4SXVd7-{E0c960@{3WfUL1ir`quJ=_=znIW!;+?=RMWyogiqG!(be!VVr=;r)r zJ_c=ssgO8Ya5d(F9Crcb=>0yAgOa(sX}33FdLJdp%CJmG3UW?y;8S z1n*WifBCD_ID^!=^tOu4Hy%T0xWe_`&_nxxi`Ai+CK3aaI{=msXpS&868W65o@~zg zt1PS5s&FMqjMv{^+u%s$*QDmL!;OH~IAsb`6X|;|7wPjtYL6?O#50!HXYm*JwZ?rd zVBWpr$+58U+LBjR$Z3|~QOrcJ-Wx%n7P}XNUHH%^izYH?dGIdaVudiMvW-~v8RTl7 zKMbomiOu!j)q^W7%Q0z(!3tyIO;A!8Q;&uH6H*$r@vi%miXM-vTh>vg z@H!U2QJwEeP+`IeCj~Y*ROjDj8I^YUtA>f)JA0&C8l+>y=we^_F+$Kir|Od2It6f! zUqYFAsXBw|9!G{EH5rY&x!wjkaKlVw+{|UI*96d%AOq*H-5BC$)0xPUIOfW(01y4j zN)_QCmW2aoQ|*&w4lsv~ESw(*ZFnac2liOi^G*hTn3sYY5J#6GH<5!fFoKM<@S?7# zOW6^~=>Zaj z=UsR4s`Q+jC>)==Qgek9fO7UDv(x7U6x0JS^4P%2y}5PyY7-Rp>~R20hB{T&E47`R zX0~0M`}`B@nWI=RgXQzKJq>NWQXJ!FxKe?@sY}l;)FAp?l|cIB?V^t2tuHv@1nVlE z#i$oJIw@ZvLO*gat1cgJf?`t;PWtu8VJD7BHjJtm5B#*CYaPF8(WQyPlEG_ks=07` zp-h_j7r5T6bq*xWaoA18eph=;3};C7Q>1tE9}GUk8-#iw0!jw6mJ^;9hm|+naTug! zZIm|UOkb~xt80l|<`yh*wto>GkJj{KfwsvUfY#e?MQFwHpjAZghk6t=jjK0!4fgtY zDKJmp)fbW!hkUaOGOvFpzAFGXZJ!g86Bya~#^t?M>=HDSn0yDrCynjq9PeixIdrP~ z7CAqGZU-Q4R^Nq*#!8DEbby?z@4xBDO@3t-Tu2w}Yu3tLa>N_r>`+Zn)F1s@KK9@ zRf!hnb2PL*+(!SZ5EkZ3F)G>wRb6&&Ia~wI(3f@&%8%RT;2#I=o#Q5ACty62qt9x; zDLcqG(4{-9Y~LYcR3+b+rC>%QcMFb2$SDq7?C#=gLkCYYG*b6PqP9iWDXszgGuce9 zIly9D0n&)#R`zOK4)=WRXz_|io4+2H`rIjK^x>9;!=$KfmaviKouB4u^$8%6&QeT5JCB@cUcdZzvC!$^5ivX*oHX*b-$~$zf@Aj(!zwpKD+3 zr0ZGCnTm4PyU)0u=5&j+-+t~LHb>X{JNSL*{56MWo(gaK+dQ)4RoIf#bOpQpyy5y< zO0{Z}lCf1r-irRcI1P?PVFVXZR~>jPfGEI!QM0Rh{#v1uQS`ynv1lzr&W$^2Ha%`*MV@o~mP4+EM(-iS}+vTRDKdSvt_7M^M`Tc}&8&EZkj^ z_r-`(n$|Exzo_L>s)qYE;$iW*I*}4ETDR2u6RcboL=C>x9qPJkC8d#a(#zcPw;uE? zzk2|<0-sm_-sH1192SMrjiQ8g;R<#Nl&x=aix*;Cmtso1-X5@+Opbovz=bbLbj#-e zg9X(CwuH{*(-|P`dA)*-JxbW_tAmVWA}~VTS5hUc1da>Mi4YX&78E5M>3!?y`dgyH znO3(g&mZ%#UGclrQOIzMIsfMfFMDrdI zdB#Bua-Jh!Zu|pMm~!4ikg(r$DzId(NtswldqRqne6`%3wQrg zXyJ=|fJf`|bxVVuth@FLmV;A};b4)&VEt5M$oq?59h{}~X7~E%lG5s6!I=K^gpGJ{gm8ZIB7}0|0jeUI$e-$hzGjA}l=f3mMF{Hmz(t zf31@E3S!|hQm0Hi&c$O)sobuOT1T5QVVh!jLhp~Lfv=|#?JhcfN(ar8O_|byW3#Kr z(=35xW+~9}5M}EF&8jM-&I4znfuLQP0yms9Giprx2d)Op@&GZPllw00VMFX6Q{$sb zkEh2q=l`_X@Afs4W~ht{II_JNzeKt~%UhiER~0gWhZ`V5=<6ObRB3gnp0)bOGcdrp zEfd)^yrz->+1D}so(-rav(MD^dLg<`x!3<}+0y%~?XF3`L|G5gd*7-;I|2+5Ohj(?HKex%g{!vS#Z2UFl^4<6Hefj5y&Yu zfNx5e23QN$Qw;oOt8niR1#<5v_X>GtjeV-EIL2#^^)%&%x)t2UQ_G?_rC_6pEzqR} zJRm#j89U&(_qF^1)(Cb-Pe@!w-u+uOQ(N~)$V(RUj0G056W&B8@vq&Shne`2tFkBm z8n!e_*v=>S*)_M>S?hQ|`E2sN93A>R#}g3E_i4a01{hd(6bY@#Bbxr+l=&qlp(X2ZDMg478zM4yOLQ6YQ;Gd^~^nMJaW!UBc*HjO5KU z2~3yU-I5;Vyl(mROOXD$>xIZSOw8$tD_&hROL#zI^||;!(=ii^b9jfoP=S|16To$1 zG*SNjGl2w$t@6|9OU9fMcd75Vn2YM;jmHS--~85k>~9H#O|&|l(Coog)|15-`Lmx+ zz)AHa3lAHC?~L-t64E8l%e`LwL8#@h^xLa{q6N5CC%E(sQg~Ow34WxoCnwDLoy)bC zEn#-8FVlQ*kra4o>Bzv1oIH!^GX~n0XJMtx9~Yt}U>|N3E80o_cq(*U`Vv}mcX_t? z;hprJykl}BwisvreZ+7``e%yyUqnYBW4z4RUyHJ)wZjE4hygQ%GP{~_ox8e$L@TKL zLREwgBP2ZxTA4x|X3*-3N6Y-Sp;ZKHjir#bzu>*jUBnwFyfVZa3Jf*h#AqfLtZsZ| zO%~z(YVa6toS4{dZ)o?M&=hN{N2nT~WP0CvFe%?}X-?RRyk)h2n6qYB9Xrs{so=tV zAV}ExfcrJ|W%3p2q6Jfk@*KGs(DedVZ3^N&)UoXPX(axm4W6-TLU6*TFB}rPzT=Cl z?@fAPL4V3r7f5Q2#-E+y6I!cX!F~)2|Amg%YTS*5MCTRqodE%v(w0fa9Ai&~mCHtJPO4{98o&dI%jJk)oF{LPFT-~yjM;Y;WH{3IQqH=uts3Q6&_xV z9>Rd(iFIX$+jR90<}G^r!MXrqn*z+9M~pdDc@Yf!DV^Bb+QIvYO^Z#Z*f=yz2?ydb zm%;IvQLjBu+Zp+IWmk(l%sWz9^Z&JtV24e`kl=lcXVI4vYkxx5%|U7{^&El@Rn;Gw zXUh3NU^&ACSNJ^ytpGrMK(GAGupxnd>$uEs? za|CV)Ub_*S-lXmVH4pDBnO?VDDgyV_Kh$mRI)Fr-p$&MWEbq_kOL(1%q;6~0y~ik9 zIIsogi6x+QGLvm-2!3{h?&s~J7UmiRg$+f28?QrN2V5@RPy?8zFmBEPV5{=o%iyna zQR1g_UDDk#Np5e;L?a?1#d>DFVMll7n!Q{6@I3pmkmyOK7e*SSbqr5Q701+;QYilJ zhh(7G{=Aufoem?Olf!ik?HDadG55|6CI)?>?fx)9sBt!Trxh^M`TQIC+N$IkSg+ri zR47v=c`hMKos8nz;l9*4OR=QnFEpWrx=KG^Mvcy+ZQDfPC}~pL2~5^HH_NX#E5Y+; z!SvpQXp-WQ!Z}!rR(3>8Zw$K-08We-oQ6F(^aM=gftn|iE?7`=rOzgF&Asmw7o$6_ zl)K-?PPAe93iBaXfYZt5xjdV!d7-&`eC658ed9RkI{Cf_!_}f8C(Tb%UJHyJR`(d^ z8lHi*q;UQ{6(Mpsmm4l22hqN%t6)wv3xk(fb+jw8_S>iq723z8H+&*ntrc!AREuJ- z<|8j*s0?SJq$;RWOMH0uf6X6h{89elC56t2G~qaJ{jt*whaC z!Yyr0Oz{4~=7gioJu`2Sh~R~vKp@2v=Rx9^d5Tm^_=i2Vv+U!A22470I}Ow;hnBOY z9XiRWkXSdd$%MQ-OU{IUJK90Z`LL5+kgUh5dEXQb5HWZ$1K_Zz)|GCArg)kB;Mo^A%dz!DjZO3UJBdWHk%Y_@f3FmV@7`GI#LIMVYg=J9C=>~J(Zckr3_(5IlC2-!IjD}S=z|uzTjSrohiy-Dy)DYD zCrJiR62C!Uyh!%dvmQppmqMN?B3%If(`&6}Ei@M#S<`sem-23BMB|>!iF z`Y3%6-<5P3US|Rlf#k|=xej$6Xkf%YBF4fNJn=ujL#KGi(ycMz!5QpN_pRcY{-Gh1 z&g7y>!-Mr^ovtA1G0(-~I8F<3eVi#B^`DVh>2CFY8Wi7BaGZT>H=R97el@2S22jS) zP8EOclEa51tvi5!Xcq!`tOsJp4T*jC7?7?$e8+deVx=;}#Pv2AS6;c7usKOXS_v*< z8~Z6O5KWzmLDTqmC6<%yYzb(k|I0083&^Rl1-%Q-cUfXxBMQ-BXUF+GR!#nW^W7Ai z&HLPr!xqQg9Qg_>KDxRr+O}RuxVDXHo2H8hD6@~!g2<1VpcV!1IAIYvaxK+P4kO1 z3sIC|QYCB|ViV}LRFTh?B;ibsK*t0Mj+o@RBCnhv&KLP;xl#>pQ?_yF)5(5TRfn)7BlxE>-hXfC0vJh;;TrJ3YxT7h!*b(X^X)*BD#?);HVm`@ z_fQjHZ!^eqaw1cVM+YR?ia0h@az!J;8z>N>|E0bNnFskKKR4cyli`up4g-X82BrRWfZ;SKg_1g{_SOQ+>D8@kItb5b2Lgqauhlowpv1^!u>H7e? zV4}md`)@0(x?Ek$J32(+_Y3#`KIBQ>7~R!F$PR^aZ;+%uhNZneVQJ!uJ^1Iol(N_6 z2EBb$M1Q7$s>VNQ+}TIda6#`q`nq6Z$i`cb;&|uA-3G{<4aw-s$7a@=fygdpt94wg zUIc$_sqCZ$5`2t_A^+dT)cq+zWHwNoy@n_NYIl0 z?@g<{x4!voDy5(N^>@#48o+VoE2W>|&3DIf8e|)){OPdHyGDn@g#IiWVO!4L?pHvI zRa>5GHNQ!ZoryQ+(N^WMcKJmU|FM;SpxErWP+8=1&h{A~pN`gkWIpzLGNh~_7!zqP z>_66CBSLEav+h7)41QK9;2qCYM-;wqGe#YtOnTPSJ$QzTwb$#&5?c$nG=ybyG~rp! zGTD=e)MX(6z84BI_T1GOOhUvBMxbFPCmq}mzXeb?7ky#%pM+P^BE2$w?87SIPh9v|p`EC{ z@AtJT76ODn$%rdV7nJ~Q7K3)?!Zz(eQto(zYRQ7-bW%rpn;n;|tj{`k#qbCiB%Ca@ z(gkyf!WD6ww)%hr^W{@w6me;1fckjvUvg7W#!b+d{#irT;bWoG%lcPIO?Tnl3tBGq zzr`>Awm~4x_UbQ+`ZjbMSBZP58#mjwa?8aWW_7eU3IgnV=lAuUXS*~4Ftp`miJ%7Ch^d%)az}A0SGovr*Kfk% zR7Du5d(ASbP5)l4(6?k3-ednB|AGQo);P3mV;i}x_n;F7EZuL764QqRELfMsncwl) zMSPBY-Y)}Nb~adc9z%?6XKmOl5Z=a@++m2?y6m;noCV``Dm+?9jQ-x98X-8QcwS}! zNS?egU;z;(W}Siw3?f{I%;7J1o<(b?r(NjHbsJPp=md$e%SlYR@E)ei>~-52{xS6C z>v{KY?=NpdCSsp`o&EzVuyMq#Sdi$G&X?LBwgmy;h&AFa4#EnXjNWwfcW)ZIs_`&; zKb3l{W$~*zYed#41vu-!h|a@v(}?sKTtXwOQL3?P9B~N4+g_@f2}b6O95yjxG@S|X zw*`nyQqcCjKs{8=eg^aiV*@=xfZsbAh^Wgd{`9{Vc%cMvVb+9P!XkmVP%`6jz}LoR zHb}h@Cq1sNKQrVr#BFkOiBUC>N&al|q@>*8#4WM7HL*aXfZ8(|*=eD_QsM0Iv7`SDK;`8pRQg|J@S`}tviD@a*(MH?emuH&F zkMNb`#c&4YYs^?)0e<5DQeTTpwYe%!I%X`4%8RcRpn1u(hq{{cLMN^@`p(nsUokG0 zBf`AdVR*`u-Zu3S{DW;0#A3Nmpw4}po@u9$9$Nt0C|5FO09B-g1phJ5!3 z_au6Iw+8p^I`ZAqtskU5YjY0^3y&(#y~f&^#mHtp6{Pl#|Bfu#d{uBoo%3LN=`kHwB3wlHCvSVCa&*iv-;5wEAaV)~{krh~Bsm)duarM^~ zhVk8)Z8bflPkeT-6=sVze~^AF34T&R8c|k7V>#jS!+sR0NSIw^8LM6|TPzt*0Jg7! z-#0%Vd1(|2F?<$zQE?1Y5jNE%C%IUs1x#I}_x`%oF0)~wlNbS`y*lQkfXChpsN6sx zyt6VBk_pjloUXeJgL~RnKbmT_`mr;LMAFmlD*7C>0S>k&2QHNK!i8q0cPj>MAOf6y(O7#%8$>e&9HrtV_T}5y_248V`<~!4yJAEb7GKXE z_fg3wyHpwHyxT|Gny!ICswwzIE1~)RgErqRuIvWw3LQ5^Z7{l&aB5QzKUc)}(9#<-=tMdfNQ))@o%;6L1 zdPfOqbX5&_!J?^CpGnpCot-E-uC&$t$1)@4+FTIpx1eS~1EKTC9$fPxJJ@4(N+Q=e zO{9k-!`3|a>?epG*y!fSc%H5mNKQX0s*!C$p=mWRzn@-mrK#$P{zFl35{h5d?)^`& zo{KH!QCRI>^phT{sMR57=`VSAs9R2${mvh6&#dV_g&A1afoHr%?M$CSPN(<{rJ;1R zpATVd5gulq(*3;Hf*fbH{L>!S^`EKLbt%2*X}s`XSRxCAiLh4KJRKPl->&H~BVXix zgD6WvZ<5!{6X=9Zhn3&i?~l|!jHfd#^fKZCpZ>82Ne;$g(B$CoPA7 z&{@w>Z=a5i^LKd*U~)^$o2MZ6Y>BUF)Z|<`#|nO_eWsqd9r1lxVkTIxfm)EUsQ#vz z4EsLMlhdEv)k=)Q-5Uej3wgrMyXdjPbRa{h@;Th7W+6Es<9CckNc*&#>f>`P3x^@Y z#ZQINhJ`nL4N4r)K5f@?&?Y}<0ox^glv?(yKT(+2pP~;;<8G<)e>7Xds__+Buw0Ty zsa2+Sn%_zr%K2KbVAUkg2S45NCWz62JXJ26JCC?FkR!!lw%^T~B+keS$Fj&WD7-=v z?MkV6zjBXS=`s+RwVv%$kP0Bf;p=<7*1MyAMC9Tgr;}6OZaGV%CJmN#Aopx6<($tu zZY1_2L{4!mNLh2H^kSI8pXYe*B;}=1P_-L;n??KdtFzSMMQ|_~H)Mvfi2Yjfj0HJN zGjnd)8xSd#s5RqARN|;zx!C*kPq`2p1t^l35+}1ROc-)LZr-BlR!?mwA5Ntj4b=R_`jJdu9cV(Z2sVMA~#*hTdrO*COgY z^xQ>swtbBx2?gJLZnz4W`0lrX`F1Jz#ZruV#uv#gMMl2Yvj>=~4|47Ee%OVM1dPLd z&s88-acZ89LY^)MQh!BORVW3=&4tV8!0O_9rw+Yt#FDbp!a8)61=L4 z?lzT|uHTk&(Y~K?&qN0Wp6VT2$aq15LQf1S*BkTpCjmaHow?Q)XVpL65lVD3#K57 zIV*2C?hV%Cgu6=A$oC+`VazEwFLWHAzIavtLpZ%DQzKVq0><=Jc!npK+_iOuwc! zhj_`TOT63PZ__G(X_Zx*O zx{VZ^SeukhpXCV zYZ5W$f@fs=7{y`~G3Jb?tSwUi%*lIOOjQ5cd>sA!Fny4!`sb~&$hT*J5u~&cN0i2^ zc;@IqPbKzmca$VS(+NepfRjmMk6~$#Rn|I~cYA_Af3lJxf{vZ)adLdGx8pzbWVC{Q zc-ei`bzen$!v&1)E97Jr&VN8|TF2pHrJUXjU_#+7l5@JZTkTc(NLv z$f!(1%*Wy0KT-PUW zX}^z{Kaq=V1OXe1{h0?5ccVr2^2Dwt-Del&UiN)A0&uZ6ziXkpiJ{%qE`+FunCCkd z5&u|muA8~CJrj3MtCaxv@fl!d+)+P43I^=>v}gM|pValsTdG~p%>x4U&?4LEky|l` zIH~7PG*<^~pH^rG%VsTSUdT}N$>GAOUu<VdxCN5AIhW235g^0vZFzRqT`F~G#Lk_LN(wq)~Y{~C=}0v6idx3lY{L? zHS@eH&LXWmqrBGG99DiOmEoS>r5IUer8fWWWFPUReS6N_*bdeWwPhW{WJ!4(Z=US( z2Xvy8(B3@GXc&*)i@XshII1*7rhLfbnsZ8iP zpNl>}{r-S-Bp|pXN2|*yZ>pC}`{W=Y+m+;eQj35ZZSEnG zEdvu@MGkVcF)@nH?E{m6?#?PDH*INL=>Zd?s7~MEMI+h!5p{K(P0S(?cR1Pd9wb(? zJC*~ynBE z34xMW5g@?2;`C_q%AJ(q4_ft&6gI?7#Vm@J&G+>xKps&XEQ&%J_vksfEZ>aIHLIk} zCDIs`_kK=X?CB0{h}wP(0t;^KnOP0G)T{DWCBmB0EZ1c-f=NMjf|J{3scCbgXH@AW zQo)arW%M>ruzGZUert6yYTQFV21!f%ABa@V!>VGVY;YX`8QfUWH5>vJP%J zYHSy1WveWWhfnqii0SFf<|{tE2yoPrtPduQv>=NvWr$pmlyKm9%!jdCSvlAUTpmeb z#SBu}9*iWNI+wIPI;Pm@a+P#oW`Q8az-2xKINGQsA=)TD+9(mxs$3Y_5maYSHSx2; zbJoI1&kP>PC*_&XzgBCQr&5#3A*8Ksq$3VnFG8!czAsZtzju*|u)SX$1zzgWakmw6 zqGejrFh+vMGBg^KX$~=;l*l4Dl^m4cyLP|0_$(q0<@0cYHa?7q)@E~=-!3Jy$p|J! zd$p_oNUxhI2Wk+?JyTOa+pvrQ#gQIKep#ffeW`7?v!JfGSz=*P3brY`@iEx!W>;+$ zDI3l#5*GNdQKPO=#J8c#eiJja;r~)DQTr7^u%s^2zs8h^mfMELqGE8le3s)*CGX%^O5?P2mEN?{_l#vxY)%N;9wmCSO?6wmH{!8h=KY@Q+sk zocx8>tUL@F_2y4PWegos*n$(!OaS)64{86)+M|b%W8HhE9n2ffP~uPrpqzaP!1TvB z?u-xM^wks_?siCi432;I5>Nzyq$}RWCjhL4|7!Olr6m@t3_fq^aj|Fa^%dZyHkZ}4 zITh!5?%Blu&{Ec3Uh84jdurfJEVwcuNV)f4*ai_#<~U~nqqzEPvB}Yq59=-A#a#@9 zZFuW^PtTA+wv!ReX%6VUq7qn0SuAvLvAdra1-@5PQG~{IjfeI>dmalI9aa?ayuN5Q7ufDA z1OOvlJ`~5jdk^?`pb(FYRVmnQUGL5M_U&l3t%rfYKuaytC9&-Otd~GJtgcA{z|Az8I&rg-6sjKM2-NA z-Rd3>XUE%I^~bX48$;4a*((kGQt+0Jrs^4kh>4C5uSqqb|&8zE_~i`hue$A>M(8Y zkk)60f`hk+m03woe0a&aVUXW~@g#UxQa?{y07R5Pcxy-E9+&3D2n%4z{tuUS5!LCU zW!4xLP$5|eE8JUHn1-yvDP92G5ML)zbM~oHfG0I zrd{kw6qSqq?nhEc%cFdE0qO-!EpLsrLHBk93nABM&9%Y9{kaS3dN_g4$zS7F14n3| zCZrTY>vj6`8X22jotD)2r}d?Pfxv+hIZhfWPpR{CrG zrQ%q}g@x)G{z*F%qK+T)v06E?UH$@N(AcjCNvZVydQm$+Y^iSxaSJrDRu`{%k@iAw zDkPqFYlHG+SKGx~HSkRC?1S(42XUWqhP|olmY|bpI`wgk|HIT*2SoLC(f$Oaq`Mg! zlrBkefB^;=8kLrm8jzM2knZjp8kHP|Qc=3Qhfuna5NY1!_kG`c@4tQbJ#)BonYnY$ z+H0@1udo`yYp49kcttC;G}A>i&2KmJ0RaWyXq9kWchW>06<9r%DHh1*i0k6ivNr>A z3MVy0{`0)Fok>=45_D?c{wV!}eaYWT53HL`mkERQC=A%*07cha(&tlpUf&ysY%RX+ zr!i8cGX7p?&B}0Y)end0Q-)Cn@jI<3${!qnE8G(tr~ z`NMy!StzVCXFZr;$%#N77_tXAXB@2p$YzDgon)6e;&CeH~}=~4G|}xmhOas*fhu(nLo~$SeUUBk~b=C_8XmvW$(Ju0K!&s zD|?j2wRy}{2iZA2MPnf}9-Eeo;1I9s{=aF|6wPW`KCTl8U{_R4(a_0N{pyYcdz*|~ zk78NPdoLDz;olaw#TU-b)P?B~&K{5|tSP?~QwPFUddr(r`X7t%f<5u=qETGoYo5en zgW> ztqg-!KDbI}J1%4X>;y`%|9-X}aWUci;_1SuosR=>Dcr()rbrFv7tp}a?nF{gC9o2& zYP~`|4->lCaILmLMp`s|#qQt9<^${y1j)7B-gU4VGKZYV7S$1QP@E*Tiuz1C< zX(SwKPnUhkwpwPET#fe_3R^`^_FixItkL5Zm%2b8YuDS2_c5zWuaVWwsqQf$mQLbq zC{=U7<^J!3WRNVgJ2QlG`$}4+58Ffq28pv&#uqNs=5e(@oV%Lkh1t_B|FN{EkVL6z z0(0oUiFlFiz4rtfoVPSss+4Hi-1A(O%2z}IIX{>#TPesEv1fK_tudBFgED`YXrA$G zsA3qmjLvUqCk-P9ze%C6cd9`nR~=jYNickO=9XF}bcp&t#OS>_#W=4GJIe0H3< zJ<<#_pBbPEx)665-ogP>Az?&ghI(Ape^!acq_19*;$8}$#iR3_B3zT!BbaJ{DSd@W zXz9-%Iz%ekHL7UXCl+&kDrr!0^5q{beq-X(VK{GGz-aUR`)3E{ymn%R)A_--(l&iB zzaQGF`7SOU3_(iKO4W4(2_NpBxUO*74`fZ%l`SWM|mC9fE-_| zQ|?Rr8k}F7CV`k?w157!66dd9_!cVDi8jnopE&EMyeL||5u7BYPwaF-H0F@pGpQ}Y zJ;fGR94blt==>XZ(BQ5cjXMzy3Q`Sox?xh<}K zB2Li%)J5)1gj2Tq6@#rhwacWow=h6i*l-_v1NL>zdk)xXV0(;(yXciN9K?dG;|FwB zZAT=wpV?^d?)~5^VVQ@I`wt?9YeJ+|72MHQUTx7}wuy|QxOem|zVs^nzp^GN_QmHG zd?pJu$$NCI$-RXaHARU1vu1~Lk<0*F_AS`4g><$$17_8abOzqVfvT~vng9&fu-#d?oNvIt0v7cU-APsRW9vlOl2M9 z(g!q|;#VJ>%~-3E{DZ01$n5O8q2eci(c9a4*iN!^lc)q_7e)Zw{gL*ip*@Rf#tEXu zl(nA;Rf>Oy*nr}BLQ*@?_#Ofg^Y;Edaor=S}9%LhTl zfIQg=8)TxDUg$_kYfM!43#oZvKHx51e`m?4(d-F00o6sVysLD#YqNiyf2iy*f%6!D zP-O2rcs@?gsnUIJFL}$I>@+lL?z}diAvx)}s15tPJJ3QCU;R!<4kQ?-sr@?7ZW%9W zJ|zIA{ra1z9~-VtvtE5ROYkgz1jqpLupVGkT}XP5=N2SuJ+x`|VpTzFPdP=!Tul2C zaS3g+Z&_5v*fsKx1-DJ$eR$P&UCMk%1R=#=+xOO^K=T^Fkecg-@f3v8#K%?XJVIP8 zfZ)(?dVkNoLFxhIp&*v|_kYeD=Q0J(3YRE_s26c3MJab;CC*}>=lYHsW{jY6FDxjx z7om<)cz|{8##8#Qhu^dwmmr?9eAJ^5c!YW4ifcYqTK{U?ICybETKhB<+rQALh5QW1 zFeQ8?X4+4DfAH|H*%BBO_nr3h#ok=za&_C6D?t^L6;QshNlApAS$G^yP(6)Xq?Mh( zwt*FU(H(1mU--;W8FaYtF-D@?K0`|p4xLfmc3Xy=EaxAfS>sYrkT?JZ%bFOKu{q*{ZV4?*S-1PHQG(LpST4H@kGEr9)w?h%s=%r%yPcaEAz1!k`cxHwX3Y zd`xJB5=o0E(XyjnYch!*HA|NK;qZyWCli{&l0F=h#^&{zBXcu+Rk6|NTqE){&(fge z200SJ6JOI*k+$W%03362EcGi?ck1nL5}(6%=*tR2ul6|FXbWuF8b_FpXIpj@T_J7A zyn^UnFw4|~w+s4A4fb|M{ha#cqkEak)2Y^opQH~%r&v661(d3;ADQ2U3Rb_t>|Dn# z1Ej9~o`vl`)EFT--k>Nyp?uQ2+VyS4>t1JK%aByl91t!>M@28aFx`86yFzj7x@itO z)rP?dw~(YiafHTNbjgDKjj@od?+}u&?Qr)*3LgF-M;{+~Jn8ahI0XIN6s*O&vJDq> z#7ZUs@rfN#w8WZ|U`LRepv^U8)eb?T!T((7&om{r=$e8H@LrPplGZTaZRfu_;{s2} za~`D7wPj;Gy`~j0ZSIksk%a_-N^%*nU6g=;VluL`2Er&j)2i1NKlp zjuh3>pKE78O-DYA>RUENpTE<6s9_-y6Epl#d9Mz#@{n#3&5k>u^!#N|=|&X!k_lFd zwnkQe#gNzEb$P9v;-N=|IoGU(1KGL-7&wI3ltVdZJOok?v+_ShmVVvW1^rSw`K0KC zbY?@rkJ;4=y8n!t9n@n`No*j@?~FP|9ZkOnqj4}{TtR3OO@LdCz{QHi)&?L83o_i} zvr5q3t5BU=%;1=m_-(jJ8^u>l@G|z)t^C7Zfef<>Mr-)0gq@P&VM;W=N!_Ao7E&zC zAN~#rY8h7~5QqM3UBtoshUOy;86tfZeD(VKh+8zxl7H@9&UCnEaDuZ|w%A|TU{hqy zZ1^8ZY*55przK5k@XtAmN4vGN7Wq7JRK8yK+_88}R&A!ngLd5psu!WPKW>j0TKtJZ zh95NfREpZ^dXVZ{5>HatjR$ZS?mtSN7cEmsMwjkD^E_8Z}O zU$lCOfo!8Q`Yl)T0sC7q)TG=}pX(tzp(*!TILA((bq}oWk~$#!{-r%I*GuXfYDAu~ z=K_0Cpm|%Dj`w)gR8rSBs?JXwJJ8l&!F-FM?=_g(0X&?5xM z)G?9E0lg`>#Zbcm8*FX+8J_J1vh=0w{KU7@ckCwX{*<>Rxiatmr`gFuV3NwaZm)@! z;_0K6jr-78fZLR!Gn((%YVL^j|Aq}ezzyIvoW0V(FUg*8L2jEuf!`56b$c0<6!rKL z0CsKH^Qj<1EQmR-oU6S1eXie8mYHy+7;Zh z@}=dVl>HKX<|B@am`0%ttLE@seB+aWMB_g5m-wL+=o=cPaF_(#(wQHu$DYN;TzGhq8v}9%H;LVzUVQrll@m8lNZ~8v|b&O@FiDAs4j6)g`?dY+z{ap$pJkS%%!=kdsfd}=FLRMs(H}? zo^|;WfK9AQhBf^t2-A=~kW_Y{j?XsXVHen!6hPP*?XfZia`vcLF4L@g=)kBV6+Cv} zhY=N$G(+=SF+%$sSw910aX<8Cqyjxp{S+NlxI#qvp2MQO?w7zgV@+6u5Ju}w)4 z;gb6V`U#YL7=^;6a7f4}ZdEiJ(7L+X2Eq&r!A1bIZPbHD!mlMpcv}ELv^NAH!eKPA zIQVW%z%>gyT0zJ^+fw_h8#Of28EEGOk^=3z$j`QHPomtOuNdTs2sCbe>3FV0(Nox2 z|Ljf6CFJ{aX5<8p30aua-H6g%{lwh@9rm5C4y*5|WCZDjyU5%ZS(~JU6N6$AlOrYu zENe|6BdQAQwZ&(+2;3Cc?s}cgW$+iPh_;hX{4%07Mac8wEt4~#Wob-LIZM8Fcmmuc zDn>k}R~9l_K2D{3Yj=)Kuw@Ov%Cc~RwPnv!XWiod^n?A&=%B$D=uVPZ;|oDdH^AQh z3tHoZIL?#EeEFedWBFk$8DNP*)9b$ScD6i0aQ1lKyVo7jE1}BP|5jJTEqSWFuD);Vz*a|Ce1X9SmWmuy&Hto0Fe)?U#S^?x< zFBE=p+g8(5(yhvQz8>7|f>!f?Ab3|;C8Sj|5oqayUrOIdorRkh*H-vkc++OvNyWHc8u$G7zR)Zq4=~Lva+c9hq|JA-qFS0j#ol`0R@#$P+Lw+Xur{v zLV2jZW1@&z9IZTw;zD_0B%f5abNKb??gQyiiy#TsH%!^Wb}g{6;(a!qjau5|ZZw5Q zA9JG64dkC_&WNNoHH*AkL6l3gXG+)}MT0ePrcn*O@UGwF_|3J`s$Cn?AKl3tAI0tk z)P8}aG$ghRke7s`iRh5JlPBK)NkgR}H~#-kH|WlGO=kCIpizvX4rMhVScm&$=if6ToUz_KqOTb_WaB|$xqHN_XA>R~tut|q=@SL% z@}CWqp(Cr%^L1up)mdA4Syi9Q0Gdp%y<`wt8w(Jxv_=zUJ=F#N3ead@2gf1I;hD_( zqeVLbT(e85mcz7ywL02!v^Nu&2x!D81FmpMjgn6v5YL=Pg@k>k=>Osq5hDplgOfGz zr9b)r9kuR#QQ}uljt#pv%^2>@^M6hHp5bDC8@SUtC1~Y8Z`2R4IIE(fQju2mIkpR_ z_*(5cu4I&@v!p#SaYY_w{Vgh%aNg}F{SAU54#yqC_cx}*X-Qe)}cX^wNrvI2dmvsf5k2OU`fk+|n&cLkFl zm$D2`(jGHn}d*8htObQFv_HyArC2R4*_4y=hBy7!Z-Ep+!tx$q1_=>mgU`+ z^PG+(_$~1j2paJyRtk3(HHfx&6g!1&ht@B^$rVnKt5rZ+R3a14-4cr+#TNx3Q#VON zrSWVm5MOOa6v`T8h`HnT*Uf>WK6&NB5w?hQ@aPvO3yE^2y^`b7eKT$1jzY%ll4Bb; zZ?}Yr*!eh9R_8qHHau2m3Wh&qzz2UpHlno_Qa|J7{%oQBW_hbfup%pb#{Zya$iTY0 z_%15=oIMGJ>5+1^*4*=3iVlk+SqlWL87=Ka-b& z0EsEs>?>A4n-v!W4AB07k{F=Uhj`*rIEN$WzWf_&IL5;Ane{M(xRHl^(6nEFj)8a- zh@zK5cViH#Eh-6Usyj@ZlUUj8 zv|?Q}KDW2XbWXu&y)129W}u;nyV?wVBc{7Ph&1bDCsCw${068Wc~eZ9)o0UJ}i%zH3yhX0#0^d<#|EynHb? z?%5D+3{Uy+=W|^N+68h#oHRY`p?3$AmSDC?co4`dNO@7pWeXYq8A6 z_ojW@;_M4X$k#9@^1;6jsMHli=auxPp_Z)K4Mw4dI#y~%hr&s`+>f!YNax0pzvrT$f^5u;5ksNwhpRZs2^SM&b4oAz~NEP4((xsF;LfgEw2!QV`*{D$}B zN3Uo)qK8Yne)(qIP8OK1C!Y#1-Si(_41RUM)hn(}b0>(mlrWv#`s;Bh)o?88hz--Z zlEL*dqn3a0kXccIq7YGYl9p@1|LKEGd0q*ln@3c04Ov#94d@9lwIYw z?(+8QW(A-VC=>A!knJXs;@@4B<4${OcB@SQ}ZlU<9NeOh`-gedyiL0{BP(jgy`vkR-ewraY5$X6r?Bu> zJkH{7$z^K#)cS`&Psi-!^EUb<&VK(qW}7+U+zv|xpmPgEQUW9wjr0E`Bw*Pn}Y28mi-^EFxl35OD zcaJ$zL~DVJV2L8j8{FT0NQ}$}JT=6!w>4%Ap^s|Ixx?-Ad&7k+tp(r`NC?^DU-y@)DSfL2if|wD`}}A`tD-M5w0zeVmES=dMslz!~xR{@SpRt98cK{Q4n^sTg*V` znJOye5mylomcRt&*A0o18hIIplGLmQ8tn$XWo<8i9=97C_W70h-<$QBL~>xSJL^`Q z_{{$KK^fI7YQ2VX^Ag>?{7KYhoF(jv)-|w=JKzkov6CFM{;M^Lg@!E+j%T=D#Mffc@~IgK^@Wp@lZL=LrY(>FtwkDJynL#KY#);xXM2+X=g(>(;% z5{z4Y==w2kec;uXsxlP6tM%FW+2piKWTDo}W4G&G(!1K#GE>KfFPMNhYf@+69w5Yu zV7`KCoi=W>qt4m)e#R@lbeI5;)(?zViCgx+io<0dn~9&eO(Iwo$Z%b5oR$x=K_w&d zjNVL%0?R1J4yaZk8{UVe_l*Kq(K@-9Tw5EY=_!BhLJEX&G)9L+fFgDP`P#0t6khF0 z{r(CyUiEZoGRdQ7=qmrj-}Z&&asbuAIeY6DOe-`2<4LMT=vMktkAw-KnwgpSW61xQnF<-B0ZROg+}M;8~H^`OaYs8gX=f=Abd@ z|LRl_(#_x*sIOB-TN)YVdA(OX>baPM^(TSiD_){dk6O2JU|EQTm^)GdG}`keUaEUQ z_Ut_iF6J{liW?d82rru3Qclj{W_o%DXUdg5k2|o|09F;a3fK;s|AmX%XMU%tksmZA zYE@b;H+f+B9Y2vjoIY`eU4Z%z0VN`YR^Y3#1m4bz@4aR6B?C_RSk3e073Cxf$22HL zuH~u;;>CMDK!VX!WThgG$haT5M>!nR^7{@VM6&%F;ZaT!CG^@uC{!|wFnC^E5c|`; zKorXbFuOkE6a+`4<%YA|3yUp(ht+c0Q_~{hW9;MLoyV48R}dTyA#I43iMmBtZfCK< zD!o3|6r@|`EE%MkE&rYWGQDAsSyh8S^u5WT`7{9QTS8b~M}08xR2+^S=VmRZU^|A( z;kh1YwHQ?#ThHNudDI<$R#RMz55IOT6F*yf5k;#m9n|MPKWq1r2WT*2#*&;bM^sTP z4ya!FCdH$--$YytxHi-^^i}MfKGsLM=RT%Wl_FQR)qi#v?;)h?(1GkKsPe=@d}$J+qmJZIcm+xNLBqf8N{-a4-^ zG)7NP^l|d_g7^x>wfU-bVbf-9%WKPmVl453X%bmAX|CG7#De$AQ)k8dDvqw~yOeKr1$s%eG6h_EfAv@7=V#5YNS(u#F^0j^=egs!_`SuMz-SZE=$ zWRn8S1R%ncu=h?e1C3acc=q!digUWBd{;Gr+>jqu&w)j+06i8dr?_o;<=%EcWQZ|d zKaP5X`0aT5`3z-@zrLlj5BVRx+iZak?OyQm=y|Pe@v!NzOJOP;faEZ0txnj16k=$9 z?o}&FFtCAJw=!F6229`T+|~Dkqs=MGd%$UvuL9VhTQ=&U+h!syaY)@s-03YoUb@_Iosq^iY=KnU1+!yW@Gvhu)K>dx&q4|qDA%3S z=_1fmJ+J^Q{j9W%Ms;-j?3%Xr5WFI>3I441;$#y#>cOxNbw|fau=BScHfL`rof`xE zNx}J9x|hSqHZC6fw`S^vpEms<^nT$%3p~a-x`@g*^Cg5kS2?i<@-ZF0v-MQlUMtVq z=PjmP=lD!=-{Joyou=w@os+L-KlCKU9jec%@{+EhxpBMQ>My9|VtP?n7D%#Yp-X*0 z)$H1QSKnJ!17sSkk!4Wp5?5Y?v{6++Be&K1sEi$Vla z*hqsFp-!O1YrsFj?dRHi7H~oBgK839pGO(dnRLNOQg!)%JT2^STVmgS;xjQdn;}G;h&Yk(Tqf-aWzQ21^d*pmgNpF*q=E0;6Vr7UQaxZkLekVKsY%g z;D_gRxFu+2pAn1op*nsTK?W*J`Q;OI9Vbeve9dR(j#mo3QTU_el<3l>=u(?9h zpVih4IgRXsC_ik1x2@fY6P|QYxcD#e++*3wU|JG-HbnEbRW551;#df5L))s0_zqM$ zq%G-hrUS{IX67l|JK1XNAGf5jd6uI~Fdo#wftzu7d1UvB-4(y(EXkJg=mMY1;<_}J zH|^30!r<+VOZmvhf9{42#p}{=}mf# z?N3;zl3yKk6c4@}8~j)jOd}2mire-l;UgUHYk-Q3wn5u%2^W34ISSejKHGtoY#5JS z+4gxWcf-QW(SFTa&RVf1YXk5=!hU}WF`42B^A?&K181r~Y_bE%)9b}?UiXq(Rgil- z(b3IL#&R(T!P#=Lq8{wAQ#8$9o8-2$#U}%!jvBw!=Dv3phmj2KnltZoRIA=*{|rQ; z(L9n85fGdQ?2uMbCSr?O9I$$1;@#E?nD+_ z?WR|6NX|U8dQ)HNcbHyn?s8v+Q2A?pA(A9GJisYIg?F0D?x7AZKE@J9(=l(s${*%Z zok2$rpZ|JrhL*$5pLm8_={VM!k~^@$)QMn@(w@;NdV3YZe_24|!IvnYIY+bQ@OmYFq;mRI9g7&-)-+H)QM3kVAk>O9X0Bu@?1q{!K3W` zKsM>A>U!PCqhT`gw5wSfDf9PQmXR0zUje95)4V(=_pB|EWp{?QuG8m<=lq>g7{M(k zrI?^)OBd+c@vpN+9rdfzMSIkE1GR$=6tf;>6!T-GZUle_t7?`l;BU~+){FNj9v7ju zbo1=;G3Q{PzB?y!HNv0rIAp&HF59QQxiUZp-N40or~f4KY0;gaj;6<|)}O3w|- zNa5|;SYpFo>KRTY0>H{u-YlAT0@AbDDJku|Dxy)aI))%$*VYek$ZfZt=ML>a}jGyvCVb< z%q`(Y{SpBXK+*4Y20S=T!nX`G(7`$r9-NVufNG;>Rzjs(q}vvo;P9PllOV zBH6*hpxG*$P|EX1(h!Ui>0N2E>(+2+9{NCuIBZc>*8vDWnm%U7RVTZZ4Ur zlqSvjY3^6-Ial>JII8dRG};fP7*iCwTFi=R(hh;QHRqZ&9we35lU%d<9ZdTXs`_@U zZ^5bGo^p;zeIIA%9g}AJfi&MGV+NXd{75FK=1~HK*ln~UhZVQ=^5rQf_WfG&MsKHp zf;Fv}tt)IG_pF1R1OkeCN9HNqz#SfecgqdvY`#YJMp=Z(Y4rl{7lnYlpwPY6er!4a z0=Sjt0kT^CCs^&nEXSWdBi1}4V=lzQ&z-yM73%D>mpb1WmI?E}4ElOmD0=>hyU~Qz z{2Pp=9qb4wb``2gN5GkZ(nf!E`WBG3YzH$);nMB6B17JC*{bhZKc2^;D&FYxC8;hV zdOn8xFhI*N|0tq8S4>n$Ry(JH1w29?<>`2@7CWH`9TCCL{(O+GgJbW5YD&4BLU%63 zB1#^E=|!0|E$03T;XTal)YDd{?|M#=B2~me7k{s@QR=laA6CEz9P|U5$Y4%wMoP#$ zw^U()x!z+pl+)b=x@%uZ;i}C1PPdLlVwJ6QFk1i~QTObb)`ITJ<+&FZ*fU1BvUuNH z22VO0x+0C*K54c(_;`4m+XZr%AI;K8d>Ri|$D!5j=hsXW-;d05OJH<3RfbH zy6LiN?|0TXsw>Cn{E^^0%yrq?JPNZjfi5ek3o0;jX`>d#<9UAl{<&@opyYw#=yJRx z#zhvZor>+d)RWiW$boDT2$ig}&bi3QGiH+BOyEpBBer?m6%Lj^ajNisRrS@wrdq`Z z7quNagDx}e+WNJM{ih8|qK~8i1{=PAU7$6?>Aw^QG47W*KH*YXGHTJ71-Rk>;tWBB9A^S_ayUAU6%C$v*Z9Az z(l00Aqlnt)u4Bwr!T_{^-i#*M(&H3#QsoX>UtL3Epdk~$-sx=ccV=gXgfGxLn=xQB z$ll%g>$wX+xHc%3oxyxgtp8C{^-9d~4Qph*%Po{4k$*WYvggltLJb#YN$$fl?S%F3 zwahMx-;m*RBkTh~O$) zfw4YU-mEqL<8>sTGS@&5#>SH3w;a^^mX)O7?GEfzaKG@ZK6(B7XxY<5;j(=PuNC-Y z*B?%wj5EiZxkw@Hj&OyUW=ZE1iU-Z<<3X!nBklXaq+RzTs5un5 z+-AGkdf&ZP3p`}CCPFU~t-uXO#vwrZz>~ysJU9)Ib*iDQC$$`p0z#XMB5kf%rIH3n z$&k{NTu;l7_fbP({$h-&a{EvC2D|{Tdyrbe?=t@q%L^iaFwBlOd4sGLII}-){NWzxPZ9hDqWo^j(!K_&LltwW5D&zs)inq&1w$d+YU<**79GaAW zmddm!O(6P>*7vE@zxz5(SvZGlt)6M;a6<74fE3AMEW z8FAb?hS_v95H8$@68)9wz3I)4Bvz7dQ}hKA1ptYVUe})#6;=2FfMM-_!X5v*e+NYA zy-fVq71~x{t82Wg3+Y?#OGyiKqD|0-~Qye1gM{gnf1wA%gY8yTe z(KFCwt{S3Qdnt@NRBenhlkBbD+j`0W|Hp|>;BBr6W^-dseE){Jr)pk>sy;1@H%?Ij z+roNKO-%rVpLM6NEG|PcopBPk7SZ3I-#2$Yu93cU|4*6~NQ)Gy`m_&I^VbzH@|8c{ z#zP1HFO0NC6Gn-ho7?+I?!U6s`t;*aXLVq^hc5Qouk$U^=e%b3*K9r@aNE{Bw)4v} zQ!KQ$w`gZeyTUcEMz#{dq+cN7HhHAzdHXK$AtAD$62ay8sHHa;+iW zs1o0&9aSKz==ke9 z0%E2A#@Z=K&*}5-!R{1AZB+~&X(K?7q)tiuJTfL1re>faea(w6msnG8$1`9To)7uO zb?hO|N09G%Za@*hYVu~H{r8+B!P*N}qc;-^{pPKy5GRf#5AmVT41mjqOr&vc;n7-+ zcO5{Cn6(V+PPS~>#-)>JrU{XH*@4QYaQ;=^qem%oU_2kXGr~-rKMZ!Dr}J#(iINKx z9F?@)-?D7th-Gi>^SYm9-zI5M(e61g3-D5?CwU3*wbz{Y6zOw9h=LT>plBz~Iams| z6}9*Hf6vcB@{s?1mFG}C@BaqOT=&hRz7~jL-3(RPcfftY2Dq2mCR36vE-#Yq-jhY{ z(P^gb%duY&b0_vz9a&x6VscnU6t&DpJGJ5TcL^$2d`=a|R_!8DE-{=2T*EoTBpy$J zcMjUN*5nGTICX(53H<-U=Vk}th=d}Y=+=QV=C^S@fLUdBMc3k=@xb2QU$@Z`QK-`# zGn#|^nT{LkwtfzTEozPOaJ8qc%&P**5YFel&ptML$}bkV`i^I;cb5Yv`j!j69clK; z^`ACNU>ovLJL{#vFF?l5kE<5zzbCk~-N|fQRoB$eZQU$SDy_yOV7oBr|Ze&mfR!|rj&1Ibp=Ho#6!g!6^~X@V@`3NSxXG8I_L7$jAO z2syTblf-k*vlMuPyt3<~H83PGAkrgT+Wfk|KIKCm3AoxWSrc7ZbLL_RQ$~5_X|nDo z&jMGW0GZPO_NciU7#C#L!1%F!Il2!RwB(`EBi!vuzzWNiQ`IX^dp3ao^J2!eoZ__1 zw`{da@f^Zj1$Uu+JJwtZdh$FhmGq$!HA7{Q$htC>bmy6|wLel>eepT~*t~0d?87*;_L3)Qz1Cma z5KH93;F)s}lKRI#nu$?(Wj&jdO?7*b3b|6eF7N#KW1kEh)DY~{bj}?$BZ&s;xQHI6 zzISo=&}uk22W8!WxPKdC$+H9dTCDvE=}GFhignko^OuJH z7VCS4XQcz9a4pavs-WlO0g9;W*Qtw($sp#yF%Mggyc#u=*y~+LV`1vMc76}B<1#9f zuny&wNv5M! zXU)zUr%&nM;#32LjuSO&v=dx zkHvcY#vl7=j7HI{jlnQjhO3by=3|oV@+54(8;nn24w`=pN17od6WBtySXqZ8i~VAI z)Zkk&{_e-xE%kdN&^*4XuE*NVt2R$&I5qLpEmFA`YLiouULKae8e6us`JWmzi+j5z zKaU{XK9fv%6Wg%4^H_7fS=I2SrS{C&WKf@9`X%(E+0*H~j~~@(&!R!gKBFGC{MPgN z$zSHd=`5v>;kawczk-pfLg%PENYTuDC%vfJzxHPiATuWt+*q!C8II2nmR?;~0j4AK z-l~R}Uuutyc{X^;a?6UvzSFD4rn2e|d*w|w^Zpo7FsR6BGYFPTr<`HNwQY5~vFZ9_ zOl2GhDwrF*`S@@q@Q736RaS@@rcd(8k47`o1sG)6o10X3|7G;IlNJ_BU83R@G$E}= zh&d^?RQT=wMus%OY&mip7Uke+TFN|Zy?wPQIjVnczkOw#W(Z9Ci)u2bsFv0)YUG>>(UyVW? zpvf`c5A+oO;bSp9uj3{G#1^E0S}dSp&!2zblN`yYecbhs@NV;`y4&Xkn_6v#)}gLc z52?8qDht!TWM9$s#uqWfG#PC^N;SoA*6x3)u-3=u2~SKSF1P>0!pYT`?N=Zq?50y3 zewlNUDkQwx5~Xl}*>zKYV`Fz@{DLYF^wXDQN-~ij%awVHRnbMG=>T&`EGs#lrJ?8T zLeFy)h8H5ed??a}Sz%0QG=yPXD8}Ya?V2L_(?eCa;g{Wci?0g^XOm?l^)_;5HXflW^&3`_E$z>wjK{)FM(^qNTK zXwd2MAW{54;%7IVoK{hv9C3ly4%0a)uFqwGL0j|E1h#x!)+=e<@h8^nHl`!~a+97% zpL%G`+~~wJ9~;=agmiYlx1TjQS)=Swt+Frs>RxDKi;AE1<=<=)Iu+aT)#k zrl%kXb_8cpTh$u=Gg&@oMd0B^33(YL?RINUvmEr+>)sm9mH3Fp7Gt&5vMDfeUTDB4Z$TS$6!M!($f$g9xHlPL$+8j^i*Gsa3rJa$w2MPf0XO@N;IvI7O%3bEkqCxgQjxyi)|L)Zz7DZSn7X2Y$&GRP^ef43oVmdkf8v* z4bqqcOIv6dvdyY2g?z(Ten6;rXgK#cpT;yiEx2Sm`*6=HAs5T=JLlyag=S-gIi9*s zMI7-lW*3aD)_c=|UIJy=@a;UzVUDc8;-J7A&R7<^rL~V-w2I>yXFGHXrLb{uTIE}o z%I*Za>`IWdcGInnWiN7Hkp#+hIm)Uq&(5eg9%;lS7Pco2)iv5u6tkM4sYA2F;Dv!m z@w@4F4kT%WLFYntB30Nw&Q>bePU2B3%P1&eFbp>N@Lbv8$T=|^`$s9~4#suS$MZ%u zXvk|_a*qeMb{lt%0g54`CPq-oft8Be%Fhf{pNsjw%MD%Mg;_gnlAK98O5tRse9lvt z+kEbcm~dCyXK<7Te{~L=#JcM)v73`aYiNzkbl$922wBat!=M*)cD<3j+h-9Gv|05zPR=d6@{(&9$HCI__Lyoz^7S@B9$;slh`ZTrgu*#pT>3Y+hVT`M+g7TgLlf76Fny9GWYyIs7$ z>DQFNX9fU#Nhv(bKRP^d3`W$R(yx>4Oyg%41mohTrtOUXF9P~!k$CoeJ_)#mlQ@!l zI8dxmjJ(ZU%8AcrcOmZ~LCm;6yP}>vS(>hXfC1zB{^FI3Wfyu}=y?GP;VcO+|EG6G z4G(eG6c7dK3ojE<#B;qG1xROy>x^%?8K-=|lwZeRpEUCRH4?8Q=dNF%Q?O|qF&~xu z-q^`>vFWCA#nAie*Vg3ci$uF{FYaF#k~lxZ_^uKc0V-=o`O`%}Q;w=Wv5Vn#6{?s*OZuQWwYFO*X*l{$)6lZkoipX z>-n0jd%FPr>lv3*Sg(v;(NuabO8id#y#ZHZQyJOX1e!G?lL$fx`Srz&Js~@&wHzwIk-^ zlCNKK^H;u;i2#ZmuG$&tF`QDVZ_r#qTkK@u2rKXL+k6P9+~162z$rupBWS-LX03*H z|HXL>{^(Iu;l7QZlTn9b^AXcaU*_4MwVZlg{?;%S|HpSyk#PD^C^iLD8sKrGQ3WBq z++;SQV_z3gc#Kx^k)HqtWFv;+Kj4jMCYy+ZbtV8$V0@(#NkZ#}Muo^^{Q%`TEIJ!! zWeZ64dcKzB0*3F~*l@OxH_!$B)BVXOqm9Lgo{F4S0khaidpE7u~ATEqZ` zrAXB36E?km z#>wg5Y+L{U01lVM13(f$<@BhpDp+PY%XliyD^SNcJ4jn0Tv}~YmiOWlKNer@JJu)C zmpsC+XGdvy?k9Y$X9kkhN}wwXENOr1MP>!5tq{?%8niPSV|^k8oxYbGU;WOG8MZH+ z$Z83o{~WY}d-{&ivtsx88lL1VN);V? z?lEssro~%CCwlhFzj>p~gT}8|JMO9rXU97rsku0?g0>>FTN9zaOo&C|8~u5S732hY z?%qtn7%!_Ck@P>iR+3wwu-^0z6hkhCAbx*15E6Zt$`nvFAWRf!6O@gj5Rv#G1}vnv zj?hbrT;GaGUjVzRaJYi>oYpfu0F$Jj?+Y7e|IE^o(Sa(=b>tozr(-ow1I}j(WR;33 z64&q5u=To+%6ta8;^s<2x+VA!aF;&FJf7nGi*DVor9l5cHqlOKi8&8Y5HK~{4*M#N zS7#<;tnMy2z=$I#4iC2=QOO{FV%w5i%eoxb6Aeog91uqo7ZuK#3PIX=rLoybAHn`c zRgjg!+f=&cPrh1Ie%Qu0z_yQyLdka4=e;rJAMp9h-xs!$Qu_)KZh#`>kQ~Z~JKa5x z_>c)4@I4}wj^^;mutRI<)Q>jRzhX5n&23?meMBg8pWa3b2s26?^G=^k9}CzU_Eyj9 zxsaB~THk4nPmTU;cx5CLk)F1CsD1?YPl&D9QPH#Z)h`AWm>bn*dlD^bz95DEEdDsl z68siw!NiJ}<3U+|=#5qDNTNu_Xx6Dg+KB{{K!5grp5*{auDF*4xtu*jq>6K(-iD4^ zqgqJI9$>XHLxkhpWqPm84us0iT~rr!;e^2pj~TvEUPS<8-(VW@9_KDnT9LT>5a;cE z=-9o`nK6lc3&_7Oe@28yhDe8`JUgP4wE)OCW8!fb(QLvSXxgCNx(<8soPQ{lCt|Cu zfvN^kjtZ4B`(O>MhjStb^T$fW2U^tjtd-QcxMDj2+T9Vj6+}+}{Sx!+IG7v-m&Kn_ z;I>QIf+z^Pc3>Rp{~1C3@oAzUd;rY$&Zc8~6@aDT9pF`GPAB*_tXK^_Q9344|LgjQ z^D-S(1e;LebUNRGS*d07+9BH=C4#;HeT8luv0@pqD7Nw+O}Qx`u{(s@C?}ktan30z z!C%~PtN?rUOmZ~kkz?XP;Sej`{nMO=+w!nbD(x(rJtXMy8PmKdt5@f~BFk&Wn2xJJ zT)*z@s-MynDVjaczw~HnJKp=)sgT|k{-$+SDqSqh_z?VTOXt4I0-`vTMMVKtkhZa| zWyG#}6xKy5ia}%V?ub)I&X?#~B3phT))Q{zte$l+fiVCNz5=7E)+km-ide0J2N%SJ zBQ=|WgS&C9U+tz6B=&XQM0+fX3E6r--r4b;NxKLD@iun=N*lQ$sG+}@&>lu?L%OKS z%cTZ5Af?YUJv6GB#o0rHl!P#!4w+d3`q^${zN7uJ%%V>g%t7B2V>LBDOWlI2+ZnMf z1|ZT+@*Sgag3i=(hwV8r0&`1HY3J}-UWNJFyDo_}OGIVK8z{}QEz(yrRF)*z>U3um zvg*F^y9{d^7UMN#Tdx8BF5}wzzp)t;x{q;f?cdmx3EjiEwyHBO2su2Sw?s+IDzeO#Lg!GZywlC zt20S?#s@qho(3iyA+GHz{OsPSMDgNqXaUGH+$aw521+|gcHxRnE7~&A!EaFfwt!ma zu471PV_-FNLc3BJ5UDZ|B?>gcC4pC269bQ?R>yC}yWbNJ{3HA%VO8_UPmbCFN|b;7 zgqdy4(z?BIP77086{0)kplG1-NeBy1KLEa9HDE`KAfznN#O_EE{Tu|3=L_!j0&V;m zSb)kD_OaZA_lYpgmXK1Peqm(&T4nTnu7vdIsrzymBDvMY*f}4lz-aJm+?+oM;uY!| zT=&dffPJKVs&TV5;@~r#J*4jyh}ko?r!iA_yeB*q{ zfjE$eJzGv5AmP=U&&^$HvkN(WEti-gX^)vL&@x zNhXZ@O?H8-KTG>FT&(2DtU<2@L>XJ3d|6W71n%^@(qY>F&M9$4$9j?oT!CcTCV;Glsi39suVs4MoQW zG=ZDzAvAyydTYrxj&-HJhcZf~+p*x$;@6p%76~#&COf4Lc_nYwN+lcZtt-DxJH=!Z zpt8>o{_Hlocnq}>u>D;HF$i&91uWQ3%|2wq99Z&mhj~@ImBh|^?u|iFGgkV{1 zZ$on6s!`5q7@6AQT|>kFi_c-!pMb_id7%M>2QW_{#4}n5HS+S5+9eC7#X#p6u|Mr! z=5z5z5vN9SCkYPw|`D8<8?qNc1 zcN=)IS9jZm%SE_<9WOJmFTv;@o4aovk1TK?p&bj9%7{mAu90sq#Pu#Awd+xCv3JjN zA+40YZ$H+hjbFl$z1y-`by3 zlKtcz|7GrKz>_s%pb0VZ6j^->7TSY^jFM)IWfXcOPCpUh-70^VSNjV92>n{ENwG5v z&kBxpr(4riF3Ev{HE(NTcjx%3Pb11p*aNve!T*>!E&;H&XxQ;ztvpf7XH+zH2E7U< z_h2$Z1Vq9FHuXfIZt^sr&!b@JA*!VI^wF8EWfL~9vaZZYn_y~tPE?8K^M&kmjYWp` z4xa~72mYn;6y@**3{oG z^L*jy^7WZHT7weu5i(e=3>0VH9^W{G0QVC08FlTCJw zJr~vXQ&lI9<5yOfeDe*SRrc)6OSPe&j__s$`=cNE!a7Rvq6t{wF$GI7lZi_fZE4$<6+A$b7e=FIYLju=d6 z?R77=nhC$XUDDXVt!C12;go*vq`It=R#pRhgOW}y&t%CmnOPrVz;aGsTJZj4EzIQi zAjlr4>3f5{^Gqg|_!BMBDcRaii4ew&mxANm$=XhccinWXQ$a!sP0-jKTBxHlHlDfC z+H#dWZqEux(KvD{fObO5;5CPx7%;#Id>Q1H3SlQCOJ2;V6>?Y)~K7O=q zZ@lD*$48hD z>nWyxtuq7P7)|^(GNoPnZr%~;P!t3~Pywj!@edyhi}VI0>m0}96Y1C(g{GSP+e9~b z3bG!cP2BK*@mkJ?cK*VRg)UL|6Y6EMf&(;mV96JQ#sdWu>m$HHOhIx%HOoEE3Ebmtts09Iq~Qm^DkDweM1z__ ztpLS66*?`XHmDFjSPIh%9s zs9iB_IsKG(3Bx=D5M9P2tI7$Bsp|rZ^|8Jnp?AjrKI%=&9lG&W!5Fn0>e?MK-3bTc zy3B;$J5z?>2t}4hl+zr=NMmBS5o!>iukj+BlT`=RG!uS@W&4wAXO!ybUA{NC ztGf{VTNHhB5c3FfYZPD=QuY~p%>ve_OE~GLCEKP8SnQ=WTk1rtw18#$6b;0~e6Urm zw|_SMLgrXrA`VKQ`KnhkvbcujvFlnd%`z6$mGSsUXs!F*5lqAMp||>e;neRSV*#Sf zFub@HbJ1t!rNYftul%Mto$OYH2%f%Jy^K-jcO>Wuel1ugaa#m+l{VFdOyxVy389W# zx#jt{TyFCpD|OlPtSnLc6*Hkz#~{rT7)b#l+DEeU$q$Si4 zmdK#8jAD}%y9tUJ^C;~arpmR4fRl}u9>9_CfLF#uziPDie0LJ}zCYLbRno|9PdwX4 z>le>ZTWD^c1uGio8hpPAez-Ha5_ijl^r&+>X{z#vHMY%FpSElFKVBoBg2pbC7W|N| zIPK0qe2Hvt$qc6C*e)u-W0}`7P*Pd-%ZZJMcNV{7u7kx;?<*OW_z`FBO2u8X9S6cu zAP%`?DY=j!p3z0aRpg$3t>eO}FY}xE#3OOTXZ)s*;PmjCG#dW1P`R` zt02CQDIMeMi8Nc%ds|;=ukz>-T969!!8H{v849+_?B}al7L_RnBfm>lta^F2BLS*< z6Kzn=2>Dv~8`+GmS}4CLtyviQNa%ux@M%ZZGYHxCd1ZlFMP+Nm34+^-T17bUyF1GB zDjZL%-3G%kOUCU9-Yd9wfh1mGRG$cW5e`D^V-r%T1M8_2$?&Aynco6RXbEy_XUGC^ zptlW56s7Nq2zB7`r;fmV&Bjn6iSNtT$sHqSSV;eH79yWRJD+e(aF8hJZGeW6iZ9-f zKL*BpPXIO9B$^uIk66&>xccPBmqnErCY93`bkWGA>y^HEC~cGN&vl<+2j)p*w|V2} z9N<3#BaUwVOWMc}Fqy2c?2&9o@Wc1N`=ZsU?z8aO zQ})=l9JMOI6bjSFTSQ;lVmjZdJqE|M<@9F$za)(Df0Mudzoa_jcgQf50DSGAq*f*j z*b;hXTg#QZ*=>`dq4btlDFCivXOK2)Yt)1qDV-kjEuP>Ylu-Y?U}`Un7#xxBwlckzCdST1k%(Bd_i1pp z>!Z};C-ZXKnUt0!KMY#LA?UrAfmysKVqsb@k+3AGq|FEG-BK%I{+Cmx55?TBj#8)3 z2Y-4SM<4RYCqz^!&C*Ye1Zz4qWuyBg9Y$!gnRQwa(Jse3 z0fL_}TARimhV0y^tus;tB=SgCL_%S#EH=GAL|(j&S{S4-0o5XmdrCVnwYV!I3=kbh z@UQ9KBr@67fpJaoc`X6N@G!4V<_Nx9`TvBpWjYI3ToPqohssQu84Lc;4-AiYRy6a( zj2jkJzpMp!siwnL*cW_%kY5jAkicolSDcMaP$skJdavM zH;C`tu?I8_rzx*jC>+rrTkJhx_oA~UElnPt`d;md_mOfpQp=uCC!}_;m749RThbvw z1JGFL4`%`LZ7=y>fhyN@(?B+LLAjMX8e`t{{OKmh`vj1qHF*)xE*&IxruaE+Ou!MG z_)t8yD4K40^wnXRn(?PwP&1oQrTOQwEgh#rT{_wbAv3H%*!Gv}{ zC7H50;;hdRPVpr-Fio+9ERBjFaVGO)I9l6nxy7vOTeXAP&KnsSR-x?8`(_@wnl0pJ0b3#i(b! zEstD_!E5MU=xb<{udJ(YsYu?b1r6nws67AtvyCs}kM`)aTyU(0Jz&DaL5-B6IZ=#7`;qlCG$Jw{6HL8I0`5vfYRV%p&k`Cy}PC z{{1`5YjFx`5*2~>-zI0|Rp!<>8470(|39`*??=0ayg_8deR_G|nT@^UA)7q11DF|DHrmjo875G=c>rE!aHlgv|hs{^hh zHW4btUdyl0cTfGmG8L)GA<7Z*bmJp_<~+xE(y4acryx6(JS6d&bJPk zz~rU^5%F>Jt%aL_E`K)o>Od&J4K*PH(nw@qAbfIWxBY6QQkwu*PsCx)mP#(Uc!}!$5E>U-!llksp!(*p+p?(&d(V2NiY?xsUj?GN`SWd z#LKc*mk|^yZP&`t4vNq@U22Fg%76Ps~)Ehg;Z`FieM{ERHzm zlE8J(Gr(ggTX zeeW%S7i{UJYoG8WpNu9_oR**vS}i~L6=MsL?fOxC=~_7Y=3cz8sRqLO*>uu}Qv8nN z5{MJkaZYavu?i;4n7gYQHGt4(z6Q(RE&%CBZnT^fx`=kpgw-Z934|Kbv%e%&o{A(B zyP=t?{`TD4_ExF_fIYGPAhYN}E{Z9{7V3Y*CwH4ptk(Xnas2QNy!oU{%k}etCfbsd zd_Ge0jw&Y14awslx0OSf>i&|vwh0fh+hp%l#*oYOuCBag0=m{!`F4Vb-hbhy#xUbW zbH-HlxWL@QtkY0yQqn2d-pR5sGMTjpK$3DFxkO*JywCih2gUPNU^<)JhzLN&F=q(+E(-b8%kQlJgdA9 z2uF$H{N(v$_0~wA;4QIP;Pu@sbyq7ZHTMw8@nbnS&_hqcA|Y~dS0e(&*Y8_=JcktX z-h#07<}vYmlW5I}8jtus7>`UJX-$p^eWCw9za2@6UzcQ6>jh=X`H>T)&njxAll_0z zXE)uqQ7)S6XBk-DGr1<&a>PU3l_d8n3@VvMhyBN}km?C{-O&XvYLm_b{K$K5XSIh~ zD+&Q~?EY+?qWKbjzDhFo4(NM?L1p2{u=WrZQieXukV}y*hhXJRH=YE6nxGqz$)?^& z+a9Y7~G7Q>zu-j9x!0x z92=%KAzSTK`mJr6k-T_MfiZy1@uaYLpK~MDf+XQRR=p-Z;kj^0KKGMuY}YJ9#eC8e zyIkPOlkz8izp{%`HkZv$Xq-j_Vj$~*^N@xQL?fauqPb+85msLKW+SA+eg0eR!w~VK zTkg(HP(%?Rt|3Ep^)GbCrzU6?B zVX-9cp6ih?-Hy&&@n}ftGa)>Lm6rjSo?(%Bt5u_Wk2zY0nDAh2ysM%eMV~)XD@Hk= zBl7fTc7=h1h7?}Ua3E((b&TvYLk0}0|E{XQ44*)Cb1$QTpYkl{PdN%!D+}o7`3wVZ zX9djem7*RPW>(#mGF6}yvjZ_*ugUaOcM}e!qQre>3Rc|GL{ovj2|jpLzxVR^>4BDD zwE>M!c@Z0=EmUTtLzo*oVXWcKPC$25q0lcB%?xAGLPDAe2)T_d+*zbh3bidMrDZ)} zwFjZ^r&=Swk-wb!#yRYRwFTQ;4P&)(=Cs8CmP&2NQS@~%!U27Z?^x6d!BKuky<(n9 zfG70Y7}7>)!6soQ-*DVZ=jq4A*jzHQ4{cj8WkWjtH2bZVEuEfmEN`U|u=H3u&4_Gi zZ0bfv4`mb=PEw4RF7r_i)bv#~i3FqM0nc*k`UVNTWgWe*Ye2F4N0+oSWUDYF5VQ_g z%I0lPEofqQ4=6fA;E=;Mfk^RL=+pot3aN&{e3HFMxj2@PC_mv;zpTiTv3)3g-5{iM zy~f*0YsgMPWho)Ci;BuS+~&4Zcfi}0*Fk+xc;R%VIH~9%r}7F(drC)VUzG+gKlNa*IM7@6ddi6kHh0B4AGk2Kvc22>~RELqPeemP_1?(skjbee!xwjC@ zeyw^BJ0nb5@eBIt=(_mT?xGt?C~}b2cLQ$XKy6Phau28WKL_cA^d);y#~>nN1vep4 zBGrq&>l}1?%z;`G6_id`7Xi!-$#uLyC*YtPa>_ct zb|Vk|`pmZ6ol;tPeFA$T*qSz$X9jBlj@33vk&&F1iEo@<>EQpO2cXP6MN$M~r-$=b zqfpWy)`g-zD{4Se_R*6ac3MsJBYRkF#@VBz`X8A4`7vtuoY(!=egY6-Z284!!kwD? z{F1Do3#GcAc1oS-sezw;!nR2}3c)%zYv~Wtx@C!g3jJHkgUqRd@gIS!z`Eev;RHzW zFWZ4r9-zx>LR569m5QSLNM)R?zBn`F1J|KkTJtLIkSY7eH5YE1cS~^^v8JV0P-t9*G zqTE`;iej>TKTuTOk?1bKT~yytaVppE3jsM<$XeR-uchl+I{}vZgeNygt6{Az<><#_ zXhsXY^sd;+BeqU}Y>ZP4D~iyLQ#g?f0bIG5!@QS#4aWe_%8|lG+D!(r)RI1)j@|Nk zmI|{w412(CGag8aH;dqn$42Kw5NcOj+K1*6O}%x&Rp~YykF_gM?k?KM(4Nq<%i*IN zy(n6M>*dE9ojp-wcFT#623^wHx*2n@+{NYL?G}=x&ZGUxlP6T&xV(B7w$!ZE8&@9= zzw$X@o#b z!wrzkka^l$q(JI;Jf~qx8O2hL(T~!Dp?P~iu^^zJwNO@Bs~fdx1m1d z)A#Vztnm3|oe-K1DP=>jvSw3Hqzy%kWryU+;y6W19#*}SMm|SM`>`_t;9^;l9%}3t zEXPAm509NoVST9K+t7Z{r%mg&UGDEE$nb5$g+>e{@E%M2bll@}>7CQ#T{jGKb!wB+gVxxVF-pwU@++v0fKcyH!4{W6ChZxAc6GXMVpos)tW6R z_^bal3NFyLROpHh3}Ys-GA(=arn{CyaR`%#bC$cR-ZRTG@B~X?@z>zdE8P3VQ!2Jia{v z$D&Fts^+Tx&tBaWC{aN$sd+FgO>$)44HYp-lpR%F>257gjiXHd%zzH&IKF3?EyV^} z6OS>U|5UQmrRrPn{ltr5)r?9U^O-6jdjUKGE`J%EllJlAFMopyKOQ% z`w#Y%o=|Ob$ySelnY=&bsAW-AnIRU#{ri24wzki0u zuu-!K-GSf_g6M^UF#@Hwzfm|dOO#5dgk^+Ya|~L&RY^+9ufM>8@S|;`sJ)cbKy|C6QDT263?}2>%Z$H&M>;E-151I3e%Q1>b6VqB!pw(l5Tzj&O4P{t~!Tcjc`tKrrl5FiDX)%~CGTpanhw9_CUmnK<}6BQs{;={Fu+3 zcd7usrU;&5CnXVoi}XENysKJ2nEax7z-gdZOIz12S(JX3FFY$Csl9%f1XAV${s|h^ zzsrUT>iBVf_)KXrIBZ7HU5eGR9+|zQeeMJk&^-dWgM71QZfZ!!)#S#^^8d{eJ@#3M z4MZcsXaJpEBx+YTiO)lmOJe=Qs8dmcg4oQdqb`g|f@q1yz*bWn-j&7t<$bic<6nF! z3ygcUSi7Kei8BA)U$`|@^M~Z5c}hB&yjw{D9(jYgdkVVM&R!S^of3uLGymNsWRhqE zPnDpXNjP9AS>d}r_EtX`^FQ={DyJKvAzqtA|I;6-UO8_6$sKr2#$`lMN$NZ#9@U@s;$`QL>jg6>t z6ujKWeI6ox2Y@CptQ224zh#nxR)c8$UJ<~xoM($ER{bSIqDDFL#f)Q!k;6_$ffLH9 zVSIiYAcq|xLhsfZJdn`;l!155e8l@Ejxpv@fWTY6B0OXup%~_N!MhP&NHpfA+Z|S! z1vz)7;@n2PC$%H9wi%*W<5+dy6-(t9S#XPEP^ep@HACTWUjb(=^D3;Gi#HEIJYj?k zIuYyo1RhQ>-KdoyNE#fFh3!}ocgej=WIf-4W(p9aN|L?S1K`WB2hT4%IJY`Pk;d?^2HWyR)GgAaL*%jQe=2K zAv`S=w_9#_+Gi)fVMWYHbH1ewJQumnpi9F%Bb@@YQ37s7Nnkq|y7ng#5BBuXPACEQ z@jnH40LLK(h{^iP1W@JwdA;ghO6)=b!e(53jL4Fh$xR8`mWJsIt7fPH<#D~@+j^Ju zz%mYLF(OD!GLF9ZSVPnW6#BGP|9AirZYnYV(qnjG`c`3MWD^G{5)rXd@zSWJ0XdzHNRE_|8*J{hAjvgovGF;Vv39FEAc8g^Xw$1` zPZm?CF^6Rjx4%I)jxHp#zWCD=C~j=V{{-vcGoJxhSgE7`h^p3<-RoSzDUkHK?h=Q~ zJ>h`npI51j&GA=LnwN+2DLpgrZY#T|*Il$)%%qvM5^2mreR=QqxcxD8PD~=cOspAE zru95A+cf>?F`TAl0Tr{5FE~7hQmsfy|KOUmshWbO{>z5o$11p#)vN>j?;~Ms7E1bF zLf&P7*WG5N%`Yb-dDIAO>^WQSkVc!i;Pf0wW%Dx)UmgN|=XpZG@sAYD%Ho!8GX6*t zZ1y}_@H^~{_CXPq&|VQ@H#eqXgfP*xNQnIItB1c7I$WzWu%F|8H|WzgNJmXSghPz7 z;oAo#lCMS8zqXd%u4Mv@4_%{La2CeA-FdXh5*ZLi)^o&;cFj`hY!BL*P^Jf^i$jMX zM!yFo?Qv}8EH~0K09Rg1nC%I`>&Rbp2f5+isFKFf$Gq_yp@TM2OlB_gBGjfW82d;h z>Aui^7mR!)%%|kw&oI@Nq#Puo>*WxCf#3JFn1`)R*?Ru@SXKXaJrqytn!`pA=>ccA zx2n&*Uu+Hyc9b7hRY10_WX9uo?!`Tsm;prxw>@$1e@G*Ch8aL)>2B^KXo+}{I5qeg zxzh&X*+$j$4jn8?oa?EsabZ3m-(BLELnP8S%Dqy(N)C}Yh!06^A8W}=st&^oOrnae zQ|w=w+a(zfzv}@LbX&$}PoTLlZmDe)WmugSh(Uf?I&q zXjtkJ3dd#E`jcY3!Gv8GP%`tc{UOib@Cru<0(Zqv(DGNG@%ltQZ;uwG_dyR43Bx(h z`<1jPp7-!A`^ex|TdQ2s2%kN+8^t+StnHLb@Q&k^ET^H^9eaABq4y< zsQsAyp@AezaE@3~&#yM)dy4q)WpimVYk022+##o;N9M44}V{=R?dAtp|2G`m=$A{jUov^*+AZ} z;ET0`%0@k4D1Wge=vzSA@;JLA$k>+I2;LLaxvt6j5{m#YyIj^Qv1H5xFvgm2oPXz( zQrZhT&ybowv3=tI={g3k(HO$qsZm1673-1+1J==I`4)k2l?>s)X*)dDHv_bZstHZAB6r|QI0RH=_9azC^tG-y< zU`n28anIxQPfULt^IxG1&~Mmop0C~n8mJzXd>S7`Ug<2q7k@#9W@?^rg-!&i{63@^nRy&ssr}-rnyuBlx5P zwsj|&dIEZ}z?W=z2&1%=hCwx$NyW)kTse-v5-%AxmOA>WTL@oF5jUxJ)q6%*WN-F?i~YW50ZkU2Cuu*(M1A}MkdZ^Dvp*Of z<$mf?o7kf*w)e6Sb(mAhTc`=qT z%(?*&sH8?jI;OH~Fmh8NhhVc8&PQ&L^~7lhRZ zngfg}4%%P<^aX077#}F3sB_72JQ!rHh!)4B2;e`=0Q|>N(b71+_lViF+glUm{oT+= zORQrZaHKSuuav2*r_~yhv8+|Q5VgsY$^Ey@gAI-e#v<(FlGadYDYiR6tPDXuhg(j( zWbZ9$g$>nF!~AerHi7quVb=v1BTVs9z+rI1Tf{8;OrFSL3sW)`Dxn5o*!9JPRlwZd z4uHH--%nUYo7GX1)CNE=$2oMR4O}K$zX9I_6#QY(&5){!Z?eCho~Viz<`>im%+G)} zWJM={e}|H@@Qnr3R4zl0*~!P!8Db;8hu8*$TfaI-oGY)o^BuJ6w#k z27VlxCtV+v7)(xWa+m*5!sv_%_tv;2IkQw6DC>B01Te0vZKdd8ezP6GjHS&7bs(;N znZ0!J5_4ECh64N$vEQ?UZhs;NU-Gz*FLU5xUSgX6;<~aI;)P zx;e8&J-c%uv6q@1$8I=l?{;XZXm+=?Uql8^l3>itI{S|qS$}CU$m(uAAzkAasc^Ub zaYrAu>Hbn!JR~_eemiy!5yFN5(613}kPAr? z4QKWlnX^h)&h1mZKQ2Jh2@QN7!>CXF@hmWcbCL& zf~mTXv=}c6nx+-oR;wB>=k+qQOjRB3&ED-ftew?-WfiV zHqy5GU#eo3abWgcA zfgj1;$S5MPk+)*fKA21*GMXb&#=B-$eZ-`Fr{y$}1A(`LA4(CN>> zmIy!$*{vOuOA7GMqB`G(byi$_zoq;2=&E{G|C4#Gb#qwKOS(a6sQ~^_>%q&UZOq&2KTx3h4}-;-r!*O0II(R50(yh zA)xg3GruacHEaYA*Mv7IOlnK|D|A1jYhRaj(F1;-RSYxuB7m>OS2viRYtw<39;TZ( znT>UOs)c{|RwaK3i#E>PApb2=!C|SAS;KzXHIGV+TQ;#;)n*#Y(!A`-q_>r7(~)9; zTeo7j7m#;@*-Yx=TdAD_+n%Ij49y@OJKL|3C%J_9=`yOWxdP7=COrRs0aAL#v+}5Iuf6+I zR2&_=RMVLw_wg28{CMYziH-HxCXOjtE)maI(abzTbw32?)>a~PB<0LFUn`Cwh@3!n zo!^u|Q4&`50af>hK7Vgcc9r}?1HrM9o;iB&iS?UK)( z-s4W|gvbr6*$M6B4O(*h)2AnuFT>i=!#iuxvg9H2e|dumW#!hGNew;f-S_tZwe z@oNp09|v80c$^ordq4M^OQK;aSWN%D`fo1o_>8aQ#_rnfng}3WyCkU4yyYV`-8fgz z@z=8VGe*9o^YzT!N-LIQbW)eNNSMK(|CGqYRDTo(}dX$>LYp7{)7z49+I zRrrqc1z~c9?`;ACh|0~4<3L^r6{oMeX8VEA2MpTM2GxLio!`>yzawsewACbzH3q_Id zSk;s;^cg-Y;2jAcAM3H@kNdRAG86a_t{Kolf6n{!+GGgwf2CKdy_iYou*HaApE%Vd z4mSFMi6&SQtC$zCcmj547qgV<5-GUcqFuWmpS58hV|@p@WkG@)*Dk7r?fJ|Vi-0UxwAK9fKDfXRn4NQ zXduzZ`8{f~gSx>GiO12P3TP-0L?OO4bb0e7mix6(uv6Ln`-fS~t=V@Uf#$u_*9R7o z|3qAHs5P2ZvcGvOb^jRBqOaj7{ZK?ibDrS%_l2b33Qb?pO%r8(y$?o`pGV zvw@+AFG~1^ z*02BRaOmjK%OUev*x0sDAPWoFjrkqXy?+heQE7iSGwbSOqnL~m?lz_|WwJ>OAC`^$ zE6k>*@#3{ow6%To4vmcu_92Hm#>Lw%ADpc|ML`6x&>B&_%gx8Zs9YOhyLK+~eI)o% zEkWQa^WuGA>#SS8WS%r7wRPD>rrX^4I8jn8ew&i7w5{`6O>Z2LumpabM%io$j{_Ax zt&-*%)7!A&L<|GY&+RZ&*Af>YYDF*so?lyUx02sPPXQRf0RwtK#BIkjdlmgT!SY9B z-i`0|y@iU8X!V-=so#Tu>?c*+uv*w|tP3WuBIgvtE1 z+6Xm(mC}mtbC?Ko7o~{3LUnygzr{Ez7j!~u=GP$2KdFB_IpzEt(W%L>`<-7JEj82idET({wob9ttflsxgwfWA;F=_-+{3GjW@1nk&jX+jP{(Q2d_fI7fdhKg%-i`A`~YS?WA=*>=-Lh<`Fde9Rjp4!%Ni@3IXaeBwQA56*ojO>wnNm?_qvK zwgpKvP{nEj}lwLlAFlwJP6ZRF;GMMYUfyB>k0|F^iSZ6DyL7a|M4B~H;pYx z#?OiPcFEbdl$&yK;KXZcn@u^h2)SJFn>XUX508VgjS{iik{NoIH4pJh5Q9mii!D+z zOsQVI(9!Il626Br|6YsC@|32V7l=Cue%w0r3vq}ZG=~s5q<>EFkZ;->J0W>l8acNq z!ETLu_dOrxeAzCUpq;*xJ}^kcctK57X)B(*F5aCXG$5E;Z3C!r8C7aP2c(wfFIK01 z0g+Y~M(zy}X|$dc{Ojex&|%*6C_kKfuXnpYw%TCPw*86B*B{`rZN%Wdu5!iv=v45r z#qQeK`5Ixt%NVOnK|%6(s{d2d>kvt(b*b8Cb&IdsJF_HPz8R&CuM zdCWedSJC&|s*lp5x^LVF7i^yhO13VjJ+G3Wm7+WwVSP`5G z;WPKzV#smAWEeNp+sQSMepMUZhH^luSCo;5KvqQZx2jW53!i9K?Dr`W?KcOuHMRD- zz}-qz26u;77qK-WUo*Ou95j;7qu#ed&$8*drhv2sRh|6zL= zr2~rFF|%d&p|};Hu`gueqX0$eT%PRbzz&2$&BP0ruVG$9uLG?=EoW`%6{d}ai=%2F zxoT2;O!ymTiLWWnjqVgbrh85-MrEud|DJwdR*fQShA%{q(A3rWhhFEy>ATjP3s1FY z`;UEAGr>53xaL|#afx%V*tIcY`>7p@iZP4sn5Q1Urw0oRNgPdt1-jVcrZk;K>2y;4 z{Iia-CSUnV8>Fw(+5NgbK&LZ7WJ=mGmS{S*_4S8< z6n)WwGvxWCS9&)Zmm?Vlq+0rLE-MC|jJ-#9=3ipllmn{nKYT0f5$L08DMXStLMj%E z?%J!>u=w-N_zqbBH6QCOL*zH?%04$Nj;1HASmC$D6bOSzRhCHe62L^g)nGWFk)m-N zEOy4WMxgZjJ z+~l{f0x2i!aVv)YWV8JFh4L}~DDMMh{{o``1mbVHr%5G)k+MC?0*c0Ym)GMf(6)?Y z`d7149E)&hhy^4WgV?(1n+pMwrHij+}Msro*gDd@*0=E8lG9G_BJo3;)Z0&-DbC+)p#Jn zSL9@(->x=d?|?ez5{YiPfB9}VqU4;K(wpEwAJgqESRX-n{nMhfF+toGSj=tNAE);N z{OC^>IPw_+yex+Z&DtROff`Lkdr%dKS23k@6@TkA-rC}v_|IEc5FLIK(xNbOtGU9r zak}}~Z606OPb;YV%o_3CyRX-|MAG6C?t6Y61^h+DQfE;$&Z*?xAR`URH&L57556e{eQ(gnO?vVCf-KwDdC}Ryq61ptKfearNWvJ4BaQx` z{sf<|NQ(-XV!$g{uqdy|Qx8#@5Pp-eu2HUq_&5zbz1FwaCgq-#78WoyToI!%=6aOB z8?5Rd#e@=7>zePotJ&hN#%kN_tx1b6UNsVZ$hETZoE#*`z>P_Zxqf{_%{zTcn>CZ| zz|?BmJ4ce)3(;CZ{?=t#llx5hXqs%oC!ABiAmJ11Q#)KkqOYj!rAAtieZ<-CcN2ks z%80yA-{J+z52Wv=H*|oO_0(u~F z(JO!bCyYmk3$ks_AK`_m>IvD9!syeFD9{X3EC?W%5V`grC4ZyerccQxxeuQbB6{If z_yO4)rN5DHNj7EU-Q91A@?S-VM>*1k(U(W({}Dl(6WbVMU6TUQEaTsA$WAG!FDi(z za;Fw#SJcLQ*S+A97S%F)_}hqL8}Cy)BvRI~VmK3$qVTLrzunT=kLVZC0|ED8#h}v= z?9&e?%>S+a<`MU;cHrN-IUfZu;9o1L4#D;Q~Ybn!+d*-BYBuDpL?M(7) ztTzJrD$ZfMgEPYdm)LgBVZx0w)jXHjG0tI$-7|?Cm)KR#at1hSTJ!_6--kyR{L|9e7S0Xg&&eTSM#xE^2L<}`Fa`MX-~HjI%7@Prvpja zJ%LHkd!&Z9zlKQ89LB_C3c53D{X~wcvvKy>)FdtndVPkDq6%AsLmo#|zNR)-Bp7Cr z&BaO=CRAQHYFs5~ePf(UGU2ect$v%B|50ODtAE8U;4yT5k5RPp#Am|x?-Dg9Gc{bx z@*tS>oEnFjTJT7?5v)5JK;hoD0AcEpwT~@5-4OyaHAHA~JJXj{|16vi1n|Nm!kF!Qe4~8xE@bQi zkJzbh?n3QJN@FoEth^;PB?1?vY+SR^_St{VnFoSZH6oh2@?Sc4eBmvLQBj{CkY};rcI%+A*%jWd zsCAWWVQ|n}z`Z(eH1);0;zVwRcOO%cZ_3Bs!i-9Z$hw!cc@qOmSX7VzD{7*oJp6cwAVp}FRh3FwB1Ut=lOId_o!`}1I$yw<_h>W4KE(y6Db zvB=vg)rtF(p7+M%UJ8kr(yYHQr8rQ&c}-kRRx_-UMw)fR2@Sa`g;#z}w@cp=d7SHW z;H&C8css~y;z`)!*dwB1=>%LCdej)CoKrSG9(F8R<2hiX>ikB@&*<}29dcJW; zi!$~{02QI=f_qNi{+rLbGKam{yY*lSIWzV9aQM#qYU{5lY&%ZER&%o6=v;Y3mO#<9j;uDf)9ArsdRz+p{%GzHS$|D~IVU#G#1AiC9*Gebttk%4KSWdGYBOoS$FI83&vRXcq36pPmYu}{U+zRdBrDATvz%bbjGzS+h# z3Y&IgA4U1A>_jV!i+qjOnHJ9#%m##oZN^_^6+hlBra0~JaNC= zuk=j8s0|AgYUq-#@5w$$(PpP+mURC#5++=IZM|2GWLF^H)`;{~)+TyZFp3n{)0V=p zNWQ{mWJ@sr#lzijM<+EDO&@lx1|Hph90bAW4v8 zRljdN@BNahn-$Ib`#kN;;>{c2oKUZr)}r`ta zp;pFxZ~+PrMSK>+-)AOTa`T1$p%@^}d{3j3lG|#0t;;%{=DT)E_j_&b)svAHWbJ;X z^#Vqm_oHOB^}>hm^x@?^E#o_FT^kkpT}gEpaxf|cbfFib*IiPdQXsF*4vfTTtgp<- zwqeQ&e7J{cb%=0VKY9O7zxC09KN4^F+J4iLdfEV-;YuMq7j0{!UcW0}Be}_2?|A+< zM?8|iRf`Mw)R7ygF}@Mqp>q)_8*xuW3OHr(?*DN0o?%Tr(YG)iLX+O5hR{MukSa*; z9Rxy=5<-)x2#A14k=`L79i%rA2%rL@(z|pK5S5NJr6>xB-pTKO?|bj_esXr^B(Ag0 z+H3Eb6LJbcN>CgMdN6LDn2jh8V&frc$|=X0CY$V&%&wYai9eOhkZ;Ufa)ZO^CR1EA z$8I{#okD1jz37iQ zp^36M3IXQT&ELMaPv#v~{QsFF?jfkWu& z8?Ne=cPL24@J?Z=2xl+1VSV%v=H7U^lC<$sKAu_toSK#ySJb&dkd@F=|JY=2*Sd*h zYbpXK-#1(|dy*5rgRuqo%Rv2zuME=Yd*dHeqA8OU`s^$#)^5C<@`TOZd(EaO?KmCn2Ii!IVyUu` zB(Eka#WYhXO|?|&B%=2`>w=hfD%5bn*hy6NaR8%%lXk3*_GfmQd&N?kL}*~Z|KG1;e4Ei$ zI{o+}X=XaDEnY_oJ(3jh#`CVSdV=s(Gj_zfPQ+lcR-2Ka>gM}bGYoH;`WkDP6Ug#x z^=4yqc$(rt(3fj>XY7(M_fp_0GPbVp6GZqPb7x@vyd9sVrNXzT!b?>-Y;InH7aLh_ zqK;3pDdIHFM#Tory>2^l6;k}ym=whrB_Xch|5~P&PQHKHcX}Y)^51ywWgqe3{~mvM z*>}E&Gl*6KO-;%}BOWVfWP;2fi;!L#^Uh+t8;`AE^ zUJLGCkQ-ez5qpN3qf#QL{i`3ZQSeayy7qbfem2RS9|xW4rt`HSvk_&CZ3ed~x9}Tf z86;~=%XRg4hnh!tUy(E?`>z-ZWw_@&)s6U0+t%o_ggST{Ac7?;`A8Dit!&gDAWXVN z0-qV0<3w(abhQ(W_AwQE`b<(L5N&DhLLEGZv{aB?R6(2Gh1Ij?&E4xm2|oOHH_Y+- z#M`$Hre_Vz7T%8rh+2!{6&$yr4SUGlsBKo^7w!^8_Z}ayB9j|M@sbYP(55}{o`KyS z2z&L!)1ZbWwrhTmi7@7p2DW0Pd9+2T%NH&F4b4NW)|}1FE2o69aWEax*X3tVGZ(gz zB~i045_6z@m5dE+Hwai>rc8i=}F2U z6Ati&eLp$oiaC>@Q=TPFu$a@tQUEs z>#An`YVeC#t+4Reiqd)1i$3w6)`I}e#$q&UB!&GY=oM)i|w{J`xe|PLxH4D7u~YfjPkU@97oq> z%YgMMs)vGw4^+4Hcg}5 zCe{W!p?UQFLLSj`KbH$DoU-WJ8Aw|NV5PrAHjLPRm42S6#g<&cdx?Y_Te`pgB0(g0 z-=Qg9TUerq^W<1xh{!^>*orw$GznYi%gmH<&tzS)vXhL+f^lX}+wYE?SC3ROs?3=g z0&C%c6AikfNVi}cPdOA57`bid`i^cZ-6l;n*x(?3z`@}LA z-oiDdQn@{BjG;kK=}iR8?P(8}&%NS?Rn(Cn<_G0F7;VQKT|mmW+OHr5hE z<0+(b<_kq%k4(ER9I?~RvfEMx*zzW3NWi1cnyl|)D|10aZzk&BcIv-4dbn1D-?d12 zuKZJmL+_1RdBec9i~l~fKiwAL%8Cf;^DEkVn*NT|$(mw`ga!9#OUs((z(&p#^$d^R zI<*;Me|az@x7u$mSurt&tcdvVhVjnOO@Z$cEuqfsL{@!Id+bs1c9_ced^R zTeX@s-c^eKY69oub)^J{lZftf?h4%${BhnOQU2GGyo%A;0#}V&pS((P zD@Nfvq|hG7*IXy=;0!y!LP;52YE(d;^)F^$1qPaqn<9)=OOe*C zt#X)C%kthklQTch5%8|K8@ zVXqFojKI;K!K?-@n%L!D@YT6BJx#yCrZPRJX!M5uj9lNOtM6qFMY1iJ74~OHz zn3quI&%*8WUnETb_)mSC|NP-Nk|f5w*5KM4+Y`s|Mz?pTryG9w#d9VhrajB~dal0S z2`ZOCoN0LprQ`PGdt9Mur1v#n!6FmMjE`NWUi9Q%m#TiMaQnPi?~rc0)9B0ZXzGz| zbx=}>?je_USohC}PJSgsc}|??jLDctZ>cQ(fgRAjaqlj9hONZJz=ema%*nyF@5}R| zo`E9Pit}4!pKTbd9-k*}*lc^39kuakKWQwzHc!r>PaVbHeuHC2s&DnxN2xx0i9q)J zP8t~|xzw|#OHu*%*t^7CC!N=9Cf8ZJevi(twfIZa9DyA^a2r;!jg=*sT*go}m9ub( zy1A2tqk=b%R_ZpnffI4^JEs+1rHs_W^c*6q7TYcwF$*IvBPSBtq|_)j<}Ho_9$xXb zO-@IDaj@t7#j#s@oTF56a2_*=>O$yVd7?NmkC{Mq$?BHnDSns-KZ#8|BdI?iOe=3_ zBWK8VFmZS!aQ7R2n4U}5q#@Uyz2zsfs`t_2HTA5BmGZ(ktY2=#n_k(?Wshksr)1`R zy4RXktw9j7gflbyM{E0|&vn%GnuE-!gU=?|?ivR(PU2`cZ`lMgYB`Zz35uC2Pr0FO z%TA2qtxNRtWS;^X(rz;-8?wB!4Y$yZavgQgnV>@^*`H6O%fQC=Un6{zC~QZ~Sv#AZ z__c}K4U4gv@HbQocHML=O9LADVFJ=64bO;|`WUb3r_=jyV_s?fi6*AN{u%qQ>iJ6T z{tqA0w=avA)^&%Pm|FcbxRVBMYg;Oi45WtbJN}x}!!1!QSai=$H5ToD4r$HsNxxvB zy?mMS2f5G({#RnTN{eecD1nC?xYsPnJo~h)h z+9^0^yE~`el=#IsMkQ~%EO|MnCz>>9#0JPXG!N3$8m^9r2`O_(F04JiE_|_`bpbWb z-lO^aZ&+?9jETbNguJnHoeQ%GDKBBWt};#g$DCAz_T}E;&H9W~zmZ=RL}Iq}RJYfU z-$C?Gz4-WD`p(-2lnqat*|^@-&j;3Ir2Cl!^YMH28};Zaj|fmo<{m7pNxBMM-bjyP zOMbq07~23oXGnvl%Kjwi>YTowQa}LTFW3GzS_r;>wWjpeBCe_EG~0j_vMeq7LK$8B zpx`N3*9lOX=9bO7tvZSjZ=?f27JGP2uqov?L`J&#{%7vMyn(tB<`HrEYRFjAe*Kf# zHFAt<-)FBP%;%@0FCd44up9TM%>qwj?y7&*+M}8q7AblU?gZqr7LWxnneW)i_(Gb| z4$Y<{Bi0)aBicB3y9vAGJPHDom4g(-Q9m+oz#gQ>OuOmy{kOr+wqE*UzQQFv%yL3I z(g@FbKHI-{Uaf3*y(k)+%bN+KO!)83d{u+f&$`bHlx}P48mGksfSvRksRilGGj30! z!ON#;dK@|gn<=BOvVch?wL_=|8st_ynVmr|HwX1^CS-1WI-;Sd*!+QVRW?wo-P-Jm z`I&fQN@Voa1|{v#r5(I&AM~)In4c_XQ$k)p7hat8y`0~mcCdNN;A|K+XfkBEgXakc zyXV7>myppR*i;#CI|1z1EhwqJsLQQ?k|k}h!syCsTw$n0=E|Y zqg_Y>(w=7}{mk@Rf-@+%dG87yVjiz~M7DAIG=LrV-TpSa?^`}U=gk7-{NLE1$ar+e zB2fX4(#Jbj29()GC2_$MNeXj6!^Tl+=;B{jwvtoM?-WYRNlD>CCIs$~smGH}zq{nW zYTy2^gHmOA#O@h*Z@=<-70HQVpi6F+m4Gg8sxPoDld-YW49SFTfv zZ1_CEbdzSbEHCrJ$c3l#SCgF8>nYVEdF~taO{`5+%FirQ`3}A=qHT1Qs}wRCKZhS; z5t2feu?^`w<0}bI`#Y1f=pY8to(n|+poc=6JF`i8sD0<^f+OZHd(iXW%h(EQ*>nD#E(Et9*EUX43&A#)_-T1r993WzbZ`k_%8<`rSM%U6mC0$!^ zEaUv3Bkb10i@84H-sAoCzx)vn zg(cY?N}R_g2-((x$VtQyc1+NjUsK*A=~MNLOtstG`F8HJ9@E@o#O_7tm`(W;j?HL* zTcG7V$J+rlNud_?KXr&Oyzn*a&1;;6*4X}{d9Ek+?#wZBC?bSg#zY9Z^k`q3!kPS2 z+k)Vex^wZbo>UQPHm52dsZIsuqMjzwwKF?xSh?Fi?lw{{pD;KZ6?_0uOksOfDg0u* zddP_cTi$Q#?v4A~{MCts!DH_XH*fev@Jl*T4;H^>m|yW0j%+hpmUerU**AB_!nq`T zV2zKxhVQ?o^M+l2Sp@kTGVRK?UEu)}8AMJL3jS9^8S{~||C&xv%4)g=wW^W1gA)Ys#0yqXcbaL*PR zB+d{TXC1@7Gy88$Y9Gf}|2B*8G8oPXtNE=f^82ap`gW}9rSec}(|cVuW&blI^NXmF z?pg142p{WaDmgDRco#MUlgUm@7|v{5vvwj28k<*EX?cIGc1VNeEa$!=eJajY&e;Wi zu&7t~yo>D|dU2biyeq~n^U6Pb1+>Rl1@w$#s*h-KD-Vb2%So+CaH^Y^;0u*pNLoJgY^Nb55n^4oqO zA|I1vlkt2prbq8+{$>e%>gVw^biIwdf0Q*=yjka(juR<#3eGXni@Y05XU@VoS}m(u ztjF67xrJL5GD>B=wrkh5%#PrNlZ3Fm_bP19NKyn{kySp|Gg+J8^=aF$54{*CACx}| zruSn!UKBjL_%Vv;mWMr$Z)hYg?u5-#P)eAst6l?7H%d0kExzaL^L2-dfB$aZqajDd z>%oG%hf`cG^fa^qN$*v6wQ#(A&xkjhy0l;R+^{d!R|svTQ2&kRLb8wB77xku{A$5< zJF_pvEsKv5o`}&twcJGWP21B}Kx98^Pzo<|WpK5)nRXv{bYY_-?9sM?`g9!1s^!#A z{51aB)$Cs?&N?~%o9y+1A^WH=V8+C$KiXRR?PZ$K;>NO(ryNbx91n6AtcO0xrWdJn z>56YFWbP@f6ba9nZW*4v)B0I3nONBu^3>7bZ9C>T0y96|t)l<39kUxDC0ZGEFWt$1 zcz~Er-;i>Rzi9J41@tuRdm7VdvY+t7&G(=A{);3+{e*68;?|UY{1x@Rzo4JizV1u^ zT8(-Msxa;9w0|-6{eui`{AS8=jtMMs(g)o=;{ZR% zmw2=(C>if+i`>}A8r3Wn^GaBdZO?4*8}Z^hJIczXEV#NW?tX>zVX)zt;W)l^Yg;fs zBpmWgicO^te1)<2Yrx@g@|9)uyI12l+pwYcRbn>BnbX0zQ z966B7bHfKN8DWb79GL#oS+zde!yy%=7q!fW2Ukt3=g?^#<>vDptOSn5ih6M@3Es0mj62#6qD853GBnkHu8lqQy z(@QD_j!NsVuAqd;j#TL+wny${eaU?r`98w)Zjh7RQcKXTUon|^ z1JeXr7-@#CxkDXs#|Zv@Jn3il5$UDbq)U?{{q7Dnr_(GW{ghtr^_!f0&XUF7qdJ(3 z=8n-1-LoGGw^3a;8n+#Zq=|5kjBe=f7=eB#ZL1}rMzpiI1oIKiYRucOuccla<23a1 z3_Xyb9PCL7WhP>6mwof=ag^JN&Krn6>D=Th7xE>=sT^_QBhS!%34F3=n7+wDx!e_$ zR)Wv+ZHc6@vl3{~z{@v&zAqo^csw*`R9UlfR#K!W&gqP$^-)~q0>h00w;IagLqsVL zPX*X4iMCwg{K7QStuX@slB>zOmuvrIjl~XTD18M0I7Joyt-PKeGJR zqszW>-bn>J@0C1CrLd5Jq&1wrnV6obXhJbv0Pepd62EdbLX0+5+;Ku8EZP%6MkwT# zSSC1}H)O!52dAW+w>|{fn3Vm@m^~&iQlV>FFOZMFuo&j~nVmUUa=n~Iks25LOF-6C zo#C*q6*F!IW7Tl6_?`SROV~dQX>G^XrPptIUD$uj;cb1)(_<134di#JnedtdF}#t3 z*m{9!j@7MF->R${hM3TqZR;1b;B&H@S*ESn7LY_5eWUG``eu3HD@xVL>~595OIL-1 z=@?!Ue_{6SQz9u}kG4~p8(33+B@H%MXfZ|*4fHifTecwwmE9AGWnfj@ zIhuhJZNHNl^Vv1+ltqPUH-e{$+IAX~eL2*XCE~=SHAh0i8#I%ISA^O2X4CSX9=Pz8 zJi4j51b$FA%au0E%p~6av456wVq`A4X(G>{P#kvMSM74vbG*s+m*_txE4 z&TdLfU)Rb?K^_ra%cmu&eEjV)d9;y;JI z@6RtpqKVmwBpseGEMC}mFfxCoPF@}6b2j?${jD2qTMWO%y@oe#v**c;Qj_rmx1yJ- zFDZM=Q*p|~Z~acU$xoxcy>g^tst8Y!#AX$clca7VUbc4e7ym$9R^hD_Cr*sd`(2sQ z)Lc8sro1(g3%jnoExFOacrc)_9NQqW%kBL39~gSndH&xa`~Mm8KB}K>KO3<9&VJ|l zylQ!$VUcIp&7F6vrMHBZasub-A9g%&U7{`W1|n@;Mq+*KHP@Nw*$7RQd*S&4y|1-R`JqCt> zPtF6|YNNZau4xV3dC3lQik}Q4i=h73hD67A1eej== zqvFIId_3=W=8TKN)TG@?ZqfQU>AroEgD{t@mXj|3G-#zd$UrXya1hn$Q4^O)=)GbKo5(GO<$U%Tfw8xjqqrq zR$EvOJwibp8QP`6Alq#gxRc!WEZbZ>~Ez@=M(pdZiw#Y^OwoEyrxL(vdT% z!CKEVa&mOS!eVd}yvGYSg)Vy-fF1KU$$7=kGk^Pyd?1n8t0sAoMA%{%(Bi6LuZ`GO z-bQStAJas}4`3!14K$rFFly#F@vaNgkTJ39ObzZSrxiv0G`n>&*w^Ys2~k*ZoZb3$ zDKGd(iCocbL{hSd3(@tIXVpF;0-IPrHRi9!4$F!|Mq^<$Nko6GyOal3Hk|jv?)>JZ zvEAWEcx>09doJ|TE~tI#mxE8{EZox|MQ0CUbeedr2AIuTrrh4SU*5Z1Rmeu)FQLlz zWUf18Ea|)R&%fukYA%dLKJ|V-Pr0GhttmRv`)1tCrnn@6i_ajOX6ku2()PJ`psF4w%?Tu(N$;-gKxL(Tz{Y6_ z?1lU@EW+%u2HpDU&-w3Frbk7cJ9ETC;_~^=%->n5LHqX^izEJeb&ZHzd=vVD>)Pw& z8Vs35ja!Yzjg3F}K}L~dBTJEHpmxsE9!b)9rR1US#5EmB`>th#y6kZK)k=^U$!fkI z*O!W{mbN~Ayz}qx%>LW3#%?C<8u_b)bok1mCt?T26dIhB6<_vlzU{NH}{zn^h@;eS8o zIESAdZL7Tr{TKHgyk&;(uaC*w3%>B*N888Fe-G6D9gUiSe=jA3|K2#>di(F}BVX9* z>2Z$Q(%!qYe@Nfwz2g+{LiWLzdwt|%kk30Ps08xgqnmUDZl;nH_g{3H{%qxmKy)X zC?YJDQb6!|qti+=?WXL}2b$PjBvPRKk6Zo^cg~n}i?{TWZ>7qakoGsH^AvQSrHU5? zdt&Ovi%x@}LN+yF536M7^|CU~RNxd$G3)Xj{hDRzmU8zkIRu`2{jET1+RyPAx<&t} z2+lI~J^+8xG3dcGbhLuN@w+yB!)NddJ$x5_Z(g4PcV5WL4be25`D5cAJzIDBY=FvJ z=h&f$ak^#mCGSW5HhZIC(&y>}cY~VPs7?nJu~B(s0;jt(FMEw2rBCNj-qsO#E_vy5 zqNaTjZx{Jx$B`=n4PRc0T-;gA{5Dzq<0>Kn$8`J1Z^R0Bgi5#?G^8LP&DTzIdiI4^ zwk?Vg=dTJCOH&hegsn5#^(NW;F*Q6b%JQ=@G+~@^PCuFy%s?q*qpElNI((~eEa=xP zoKXDjL|Pn5M2EtlK29(SIyaq{*=Mipk3$)GnlkNr;L}o2B1w_hz7P}~BQ)2K7Uae| zv2icN-)rF*)~(O%HMN1|dh0=F{+i9YoHkqAdqsfv;I2b4{H#haYTaf!&wr`Tz|+)EVtdTs_It?_ z{N1NmM0$#YNm2}Usm|V*to`w(84AqkHiH>F4$P$GY4YAR4lC0Eli|1w{Lfx(Vqo=Y#X=3ND$`T~J3hJ!e$Bw75uBNO}7f*?81Td6F$+NAAdDekq>E-3c|+0>c1Sx-o#IUndwP1jV`< zTT>+fZ~_?s925v68e_lbCIo$t=GWKXbj7Eqqz5D=V56Z9Sd0*K1`XvFsAZGT&@5|b zNld?_gg_>k&FyShO_#yv4h;{^s@6i0* z0tRd}3sl2RxkI}8iT%3rn$2+CW=5O`kU%;VNMQaef{7nG45-qN1=l^D1zdLlJHV;t zGyye~!09mHl!58eECHMk07v=)z|tVV>UsuX9n9(Kt3>z+L3#VgqodbVZU{iFGrAd> zTBXyIsZTY{G%%jJjWSv_fQ0gp9m0#|AW{{fLPZLFnH0&2!k16FvBaG z5I^n)Ro8DOfHNk5tL5b;)+{@f%uWv=gu?`^NT5-G>p6igdwqS}|K<>cK%)YO%LJH2 z>`XYI(NdnO%b`lfZ*A$dR;=VN1&Fp*14%As0!i+3f@^<5Aol@~q<0#)>igiTSEvpH zN$zt3NqU*#fg~Sf14%B<07*_2V}K-2Xn`bKtAoa%%L6M2rV>?<;`$G=0pgP@0OGy@ zfVe0N=mf`L$-F0k7fkX3I=#{Wovnj_&c!uA=RSeX69SzN0G;Kku)dgQ6l@>AJy_ax zdgtO2BKYpQmzgaly;THox+n`c-LFlgO+5(!Ilm}Wr1U?i&0fq8>OQFISC?P3l4N_- zs^>2P-`@six+JaDAz0`%ZwSk~EHATP^HkHtdw9kQRbUDF z4+xfU;uV%uuDSr2U0mz72M{9&5GM%`eQCVR)Kr21P~NWRQ@qTpB#XUfO8FnWFAaam z)_f2v7*zotrlT=kTsg$=ZDs{<>j6hS(f2f+<|QDuf}h~0irs-rom>Gf)hc3Vj44;` zMGJB7i?InUcuh2;0NngRV?nV)4#;HjCIJ{hs1FE2Js}8npCHu583MB+K&XJvn}E+K z0$5@KpCtsa%LK6h4@}L)Ow?ja!wfI(ZKc+Vsuhza(-U#XO75kC!zc7HX8{IO!w*}d zM26D>51{8$^u-lw@7+X(!sk{HSt&&K(kijEq7RJS%hhMxB)BQ-c-=IZpvvso1UQob zI5z+e17GaUOs)*x!??kR-9)+FIC+g0IE)T+M+Q*YgEsO5(<%eai0pNIb_$*rAS`)e zJV%o3o|{b0X@meUv)z$w82CE?6NMW_rGsPe{BB|}H{t31dwMTyNy7WW2W6Oy1f;HL&=E%HK!y%EqfEDO5uTd zq{l6bTq#fC%p;l}NH(VOcGHE$w<3g?br*9pAkbT5Lov9X>L0nQ^I_5zuc>Q4Kxjq} z>NHW!&}b-}px11mS1OvKB4^f~GC(N`fP@ef;hM*Lb%Dz0CkHiC_PrpuyAb@7n>e@Y zFt5V`)#wk7QC(EspnZB%{O1@U_a0P2bW zK$~)jrgc%qR1k;}QlkQdGK7%dTL=!zBEviq)-e%a)?w1bB?vy`4!Ycl8iZMJ5kHwS)*SiZb4`ZYlzba%t z=g;E+h>#Y>A;}nY-VcspZ9pn60gwu12BfOPj1Rnom|>x<84zam#i3}3z%5Jr*I>*Jwi#gUu@n~Iam|Y(5J?beHW2CmFb8r;2!7*g zP-4?$i`e+$ur8_tT<;#7YIZYY_BOcQP1n<&@w+lUq%i_B_F%?j6UXa)G!u9JO18Xx z=lnL(0HZ_5_e7BIf)YDr%x-oTzzLemfD`;T)0Jq<0UoFVV~DL6EdV){NXRK2kW(Px z89t&iAPK}0b#XL_8kcF3Yl58yryHwd@ML#H`)UB0=q#uJ6u||g%E4+tWkAqnLI$7} zF->0#)g5*d;YM)rYAwWD9HK^ald}h}%cEyiUVuzmM`WjP(4{@c_SNK$2_Gf6HnXk6 zM}aKu@(IZVB_tE)f5`->E_4S}gFNCTG0 z0y2XGnGuv}bV5*O6@gUC|4nL6Veo~pXTC8LrlOZXX$SBoR(Ie{68SJU4V&vG10?nO z0caixaTqOuJ}LrzF}Lc6$a>{%Fg>nAi8x3+2&4PtZPp*5Cx6vnW|A&DD}HZ%`o{CV z+k9_St?Qt!tJ2{v(G+eXn|-Rb%V;G?i%HY3QxGDc^cfeO&eI53Ppt+Xa0s|oDh6B+ zN&pEfem(*}hkKY0B%GQ9Bz(7X1xR>}6-b!p4v_F#&^wG&2A3p|@P#4Z^-K=%`r~Qt z5032*$Zf=QqsO#ch4V0w@LM3^a%UjnDQO_#uQ@=%KSqIs&)k88FOWdOVeRHj(~UD% z2d1Q#b+D{f*T|f*CPvzNlB%H5>pIp*0Rg0Zawd4s^E7(GQ8*x1 zX${~^xG0kQ$sFYe(3(=99B8m(;0w_=Ku97D!qOa29hOHyb@)x*PG*4eV`|e@l31h8 zK>?i_T>+LVi~~rS2*g5w8l-?D3=0D~+qI8@r3&MK8l(`wQtu|Lf)q1?150%*3r==l zV;TmQn!^Dsl}aVAp1fTfv5oLcaG!QtXBw_>9TJW;=uJ0b$&4k=ks;1WG0IIJ9S}C2 z1n-0GHQ$9W2Q9QkLtbMYd&r#SrCfWY&2hcR&d>%Z<-mtNo)ORXnbWgQ6Zr@7o{M_B-YysG9!(TwUw#@)+2NL+f)Z-llYlTFak1Ln~ z(gid2VCH|MdpfD}_+lN4G+5VukAZh3OuHi4*0mQZ28I%<3{o)N1h z$(v$&^teTk#1$#bc?{E_1z>#wKWU;REMwJl@`iS3t3Uy*^o@UKGgE z<_a(a32}gwRT7Y#2te8q%s>KY0Hf0j%s@gMm;q|)2sJX0m=DarCJUGWzH9}U0V^vo zgL<#LG2xy+=w`MG0-^fCiQ9V_hVYpMp~qfTEtKM}k65@L%eW?{80Mk1p!pv#$H zD7*!PxnaI08iK-J?}>(|8P>+3}FOEJ1`jm0L8pO0|mR5w7c^g7Y?s84FZ?(P>1VEorrwc%zV^4V9 z7F@!9qG)b;YD5|&O4b)+ z&ooiBym4NOzcNLtC85j}^X6|LR#?$5Wa9E!cQjeKM-%|A4S*~52;kBJxGcKuNlwM@ zS7a$58kyN;%ZG=Al`k-pW~!XgKg!8wbauYS%wBc&WBWQY!{=wqVFaj5jxnA1M(wr@ zt~?$?=nBD=C-j0mZk&tV{>j3Z0d@|fU%;SH%>erVQnd-?q47}`)E2q&f6i8O^ z#W2BwuP`5t0ZS9E*yPHBab8X%`65+hwzu*F7dT8G51PCx^#M!c5;W-ft`oxgdC>FO zVu2UH)A3ODX0H_o-PRllOqr}C`0Ys5Cz81HT1};|3cR_Pj$XTIZg0+CUq5J2dCPRI zCuWUX40jzk-Ff!RA5;*7<7UwF<|}}ncdBy-^t=)G z(%9~h!5_>93AxOa4{{Sfh3TZOd*%O799s5tFSK^U1b?p^k+&=CiGAoM4u!359rp#(=I^hN`4Yn{LT zS}P*$bf$Y$S{`es5!u~8wO#pbTXrA&=_4XFyt2jFFD9JO{JsUv@47Q+evcYq5P{Pi zkP80@CB+$}?4PGWdzdxnQLw=HcM~iyet$UdIvjYLsF$Mf_qj?)=V7CV<+{E@wn18C zxLhWe&_6C-XYiuCrOdkXy9$?~w>X3Di10jy{(-l~>F70Qm@)oPnz?5FcMilF`)3q@ z|LYFG|MMfJS$F<({K4|K?bJNk=v&;09Q2>y>3yZ~LunV?Q(%8%UWS_b9@jw^CyO36 z87Y-1mx2i75xh^9;C;FP>{w069$B7+vPvxI)V~3?IZXiD;MG}?#NPYoWdVw)WY!iBLHDJJw7AnAL z70iOu%6tbby}%e)`uzF%!FYu+YRp%*k)+3jq17ZmN$*6e-$R?1z08cGXh~yRW4rE&tEMLzaHqOW$Ps< zgk-5uznBu*cSMC;2TGqRcelhqS%=qd$Xi+%Z#}9&=Z%va=*Sk)q*GfZFX_jK>EEvC zVG&labfwPZu9fK@PPu+1vz@ixHc!CnGwR}cv!&(`8nABTv)q_3eFO@FF+gFv$spxH79tov$cZs09gcgl(&1~&lc z+R-012f8=v^x`r)DtgQNxbF?~l7Fm83Y3E1tL0VI-4V=(o;OOETUva~Z4BrY!HYk4G$Y8pw zsJi{tgg&m9u^qZy-~HPciQCLBKklo1A}IBn zrN?vr(`An_)tIrC^LsJo*A1w2L>KRZj#_gHw1TBWAREoSJbM@uYl|RyqDLzhD=Fpy zY4mrZ1s`Mu39-B{cTpEj^h$@9e&tpDOr;|)=2x#Kwori{vhUbNr9a2a;Q4*>s@#a@ z(9{{+K8SvOjO2S3sKOjN5eLGU;gsjbKpQ>?9XE{R0&A*k+4j10&$*H^W8d|V`LCoE z&PvlrotlaCZ0h~mFByLKsjxy`Mn&nO9ymXtXQ9ROiq?2$)$la2P}?`|zAVWTdORP* zI3DE4uu#tdHz79y_#XjpH|Pf5Ug5Hsm(F5*l^OR)IF0%a3pOYqsNAI=D2ChzC`L3F zD2ALHoQEh1A?6oS;bzt{HSqHqX(d>>1b+ri%~2;>`N4YdXuwI=vGLuYwcslC&O;R| z=;xqfF_t?j6D&yz#V?IFAA!-4Lh)AOX|AoDF@p-SiMB6oaJUY=Zh88uBAU_eD!nuXdK;6(hXF_96(2XLs^8BM>{dh{bCbj#3HXZvA*HwHl57k(I%Y8Cjm}0$I576G z7aI#S-cFP$tYmpy!E%hO9C~{A!>b7Gs_&Qxi-Ago<|N!JYHPY4F4pG`6tijx7{6-= z7;gjX9s`2f6OsVjyJEmk;zy5wp8(w_D6ArZpD?lmKUr-Ce!`gJ0sKU2wAD@DG2eSI zy$w2(N_-cg)0onh+w(!!(fH6uNUDkmyu*s@W4sYEkA{ies$?lXNy1X_t{s=JdxBAU z!l-3@5>>C=>a_l9Gs~)GW>W}NU*%0pj#bMw^|-ChO5P7~HK`2-EAx!OMdp`cE}H;m zQ|qA7XuTf?nIWQkHDK`*SOIc06`)?Q_*o;>+CbGD% z`ss`ii9JZ#I>L>=Oaiy+ic8#Z(TDHMb&tQ;SIm-e}@g$Vk)wmWUL zIW4oWxADGn@L_6mnyK)0yfX!d7p;bL^$fkr$Y)`D0Vt>O0hGrGgEQ)h1-o~yK;&?O z$YbPy$l>r{a2BovTcmLSXMrM!oW=-<95pW^hHP%aEFv(jy{&FTJ&E3f5itaX^bi!{ z3KW8u0SZCoiaojoug@JLx62hXzYQN_6)TnQWth4vY=;6JA{^_5W*QU?3e1X$^~)@J zW_7%=pp3P@_l{)Vv!%|*rYj8Wi@2x(ew)-l&ob`};JG+oWoFvD58%0|JqQRQJ)bG> zqdL)ffa!h%(9KT(bX|Y1h#?6Z&=QFKtR3}fp2Z{Cy%Ge)WcmR^;75W?L_6kVm zDNalnv83nkF;YY)NdTV97gjOGy`-+k~n}Z0yr@~p5P_mZ*(#2z~4kegR_FPR)))6xT!yk$LOr|gC>>Q z8K$Gl;sktIG&C=e)*?uDpQFUr>c^san^@>A(Iu9*@+`Nh!8;Umn&@H_fU!|4kdM&C zyb=_KU6WKktQAc#)9D?AQh#sF^0yKwWj{)QHiWz;QwdB9+j1FyNaOM_ds}Q~Z#()! zoy!I2r14@2na^ zi&9H~4Wln^E+V?l%2M&Dw*`T;O@tDHB9xGNLJ65uAeZSod(YA>U;o8q^AVU3RjB`- zm_^m|l)}+~VZ8cv>r>m6+QOl0cd7>#gs438K7Y(9oCx6r>&Nb8P~Ol7pu8c1KzZX( z0p*Rhp$L-D{ajW6@f(!4*zN*Q-e`+Kd2>Ag<&7@NXR8N&0LmL(l*s?|J=oa6i%Ff- z4-Bk%WZaW@hGeBnEOFjMg0AdIjY@_Oe`vxQ42d3cFY?SVodNfMq00JrC&L zL{VTFsoPChMpE0T+9$IZw}xatx|ha#hXoECV8KFRpQE`PNED+7B-)i~Ea2y+SH+RA zSCjW>eIV7?f)L8IRCP<1Je$>0o5r3=pGV!0KFDL1bTbo0KF_ufZi3iTZ5=j z6&0=*D{E*=MBgAt-?uJitrD3iw{;nqQ09O@N|?dJfhd z%XLK%h$BD}>2p$ZK;c*okSyD)8g>%f0wl}Is$4IKKisrLkTnpJ){&63ZHZD(NE<$} z*vc>8q=s|*%IRd&wdHG$QaGC6$s>JKLA~sH&(Z^C6J6s)PhX_&ikD%v9#4yD50gA} zzam}KQJuV5$$TT{k!TJ`-7FI(O+mwbV|{JVktB#F>BT5$x2q_33XE)8tkPNBygDE_ zvN6>}XCa@NC{X4I{8@VeBy2nqBrHRvSOYeGngu1V?VSkcF1r$wO=pph9*q^v1dWtM zzUF+a=nVwiG3EuQY~j}T%CRp-dDVI(hhp9PZA)LHOzz(txnd>%u~uxxc%k)mm9eaQ z%gJIX(TEhJblPh>yKmoo+KaG>@)WE9Za(9^sxfO%pH_;kdHw+IuJsJ`O7ZqOQ5Xv! zg<6gho5LS=vx_EIV{7C&iK3(+-Ea`eqjU)< zAl-T3E_~kS`JV6h-f_ph|J*Uo*k`V})?RDPxn`}{dzZ<-=@1v5(pcCSk1pfE_G&65 z-O*07;?|pQk+fIedAzZb`J*)$kBoJV_-e#Zf)GkFJL|B*ny2(_x1)h zu74(>dR^Q{*g>(syVxQs0etY0kd6SJ0FmS^r9*Xhh`CGSByxU**N~Zg9bu?t64?Er zw-^>>sMTrR{o&(!$mdVVpG7!7i`W|^c6|u7R;gsR)w6XVt`^9dojEv;U3qzO4?L?a zn)QxTi0T3G1#d-wFZd?O3L$+~;=3Sf&9*W=9H#VP9)vT`hCn!TfAffAKjP^pI!oQ> zCw5a2?6n()ggV+c4Rd=|A{n?#>M8w;d&L7Z&fepz31ZUr2mLg;6>Q2F(oeLU0=rXq z+ZpmrhVMQ{;!LUflu{*Ps!dGEZOMs~TYOpZX;A2n^I3B?g4C{Dnqzck_{(RMr@$Ye zeE|L-WCHjDg-zfO@*e_T)jhKXs9S$fM-F(E?*aS)>IcB9{7>G(;QiFSM?6?h({2o% z@;_yKMVEg+u;QHmeKlTe^qE^fjh)E(3SONk2<7cW8WDJPO;@so0}6!$Zgg5TekELX zubcwEzYAj9oYwgD3hbHNC5@HGxqnziN?66ix33Db^gekasnLfz))X4ju7CCB6cj zII{z0dM|l^%J~eo$|2@gOeY(gsCn((t=bI)CQ%a%k1B6_;u(ipqY&HsYZHwxw#egF z)vk|sj@GH3d@#i{Kio<)LN*7h`oUFxAfhCE18g)Fygv3_q9nd!vpC@+f<#Y8#tPqW z&r!{%i%hY)lz40u3{LH)FuIz6l!RFWDZvlS1mlrDK*fx;$)?&E%)h<&gz%ODSXqDp zgf?!MSY7W1cTurokv2H7HYXLPejf?vihe|8A+O_l;kI6ZXRVE&1NHLP)-E#~`&3{? zv3*Z%>ys%0cM zba5GRlzm0M`+jY`!Mk#sl4iF|wY%P1PHQn_zwM&^C&meWN@LG`Y0Ut)*i$x!`d;7d zy=m`CI$5gSS#v$BxKp-<_FmtV#YpcF3moe+R7BYOJAwHRjNkmL8NNTw9NadOwYFZA zIx`C?D?c_gc@VmBM(Be^HRdq4A#Y*-@fU>>C*@jcYBUBz3KJimI6(@M3W` zd2(|Xk0ykNlY&_#7H6qxuTxUj&tyxzUWK*LlV+Kv@(Q?m*FY|>ZT&>&sqF8KgKX~; z$4__ZmZrHTx%C&fL%3S#j~#84xwa&>`bwI;9RddPV%tJhi0s5dRf>X~ffe}m zGmeZl^!+h@f7~VJl)O10%aK6d0jc}Rpc}GWY-Ealbyr-T-KuQu1h8=B5A4lBn6a8Z zW5ykq^K5C+P~Kx8!ScLY%&w1{g4TGkefAmH6TZDDqCfIG}OM$Sqpr z53jf6E``zK&GIXY`r}%}*k6!$kg^ffgJl!1Y5s8VL|@#=clR^G?b#o4SB7<7=U-fC zUOhX4ZD_}hvgswU;L>wbD8|(f zi8G!hije_ldFh2eNoatuo@hD z!ph<@))t1w3xBak<5HfRqPhfKlT@3xRYtcAzISX#iInzC(ie^Qdz~qgQBN&dE=-`X1mt7us2q`uS>>j zyna&KYTVDuov%MLGS0WDars0NyM%K}`I4Bp+0GPdk@i#K46j)jP(8&8s2(I3(+nRX z7y|;XHdNFfl$5F7O$ZTz2SA`2r3jQTtAkz|s36c=hzQtVg;JMxtA^=cMFuLW@m3~| zT91vE7`M)-+aFBwB1qj8f`qm7x)Q$AlH6VBOhwR_R*>GY{82p~^k(?2F7@a*m56b$ z`AnJ%KexSUS7(){H-12<`TUCmEaRRc+k$(i*$9lgz*sRZWmV9lUh_X$CExpmXNh`! z#4yOSlr@KoarNtfk8rPu!k2x?3$ldCSRcS=)%wMITU~TG(zj{Mo?&uV(SWp6Sh7UO zI8~+0y)<@wUDzIswZ-;5n0z)cROrjVQ1K8xU+lsF&?OHc0lYz;QS=FdJW7ka5#7SE zdrH3Ls^1N_hwZcm-6AcpQ$BlLUYeKv;ph73+rS}A(Zl-oaYwd!xsl9r@B8vq_l4=^2y1C&fHSq8IRA!Y;ENjpT94Wla8i_=lAyEv#Ck{Ff!tzB=5Bm6#V+R*VWb%mq=%%%9Rh3u8nQH& z#1iueL|2cC!j%gnr6TOw+#>%P_Xv9@p}-k*EfGE5Y%{c5WgH5Yh|>Dreur<_-hCw-?N3sb{}sA7)NzG)O6pce)a|!u4R{rwy?Nv zV7OdA1H%>D4Gfnd?L=F6Jb+FNX@^UlgT)>xZPsAXCkUyKVKx4d~$N*GoRBT}!^zp=KlqLoOml9bV9cGM5dL}#q#WpW%QyR$NKni z?iaH4S71HEoeD@))2&3^n(cK#AkYeF%Rr)CjWHKj0+238G4 zgRE*U@fhuC`cR60$-SYG7nG>RV{B|O2;yzD5g@h2Z?5Y2WYWj$v;TokMTTs*sB(+_ z71xf&1}&7hJ)BEW0>24nHRq@?@mcSU&&l3BS>u6maLfRu8?3&CnS<50E`HD#%2MFP zx=Vozp?oC6-rmW-ZD;@>+xE_?9o-eYh=*X#bw}v@4PHdX7EpS?6aI?J#Ge@5n%WMb z=Dd95yXAs`q53-WjE-hHN@N*C@bPHr)MisS$LIbwa?yfZZxMB@aKpscERYP;{wr$( zk`7mRanh2(75T3V{xuRRwe8euBquuCk!u_$9>AprUUjT!Ll8c=z6XNuWDI1%<@sUu zRfHjs1y=z1E2X+Kr^0C>mb|?ktWo=i+_{kwwD28J``OlNf-N1p4P2ywApl98=&IMe zuc^0b9q{xtvrWVx7f2_7v?Rt0bPa0K#?QQWoiH^+mFR}qP|EMYzU?)?j6 zIvbQsk9BdPjo!1d3XN<=?}oa&^)LV2mt3dsFEZT?6&`suMMi1@)_!m*!KovqAHX(p zNIy62D%cAEwo&m1u#Hh&y+yXV-ly3zg?kP&{5}2ib>=~dS|8E(_k}YM5sAP+?(YKw zxxJ+&duP9zGU|z6wpOxtcRw8Lg)C`|;4vUbUBa`66zA)-e^{PKnscOmvx?kw{n#yH zvB%_(72WA$BmB`~FEeIMjc_g26uNv>sty6qZRX%CUn#9zxzepw*4hT5uZaPE9)cM` z&p8l$ao|OX*Vsoooy7yawFA1(!G;wvEkOz?Qa_vTTu1f5BT<(MM@rm;v>OAbr75d3 ztc2cmk0kL*I}7pbe&RY%#SXlq6Fa)228bP+C=ffyt=OT7 zYUv@-W^B1Cnz0#96Q?^pO^Q?&vkQuKJA_KLjq&Dv_idWrwN6_dTpjR*WnyznylBS9(zIg=Jf zW4Ib{7=#(O4kMXuHw2=0=PqgOh`_*4s@lB%<7(?GU+|tyerXX-76vvx!e6efg{h9g z!mmZ=9hS%RXWS>jy0s+;Z*y?FzrSFkjF>LY=kypQ*9m7yUT#Pt8n@yy3==LFP=S>@ zQqn+b0S!ds)+vOLjSYiC@zu06(ox#EG`L*9#M_YuvKi*zzYt;uy4R@B@M8kholYY*JIi1t?)pf z(e$anmgU|UhPh9(D8ZCfVc@Ev0`rrB9yq@f!X>JyB}jJG8$TzM*dWZPj8r49<%<6> zE%v=!xZY+_zifQ!)}5gtrtiy}vPd zO2eBK2dRk){<+jefgqNMC2Yf>Yx`2ZN45qTp2`6S1UkdX$u~LUBd0M(%7y7~c=Mw%YpYo-CnHIlWN|?Sknli6CM)O!5 zYa{OP3FLA1K8U@C4K9htserCYuKbor9in=!r)E2+MH4X$-rWCW1MVs229`VK7e{$`nHq)^yU?KqtVWE z<&e%ZJ@AbIR!DK4QEBbsRWTqbFB_0_uAahFlvg}UFzmWJma?D1YI{w7o5qp(bgfDP8;aw#Q^9he6l!6yFFd>PEH%>=f-oIK1l>n z6@b@#72f~D=nI{|&xCAEN2Ckhk${y)H4t*7#NY?AimW-yFB&8QWECZS@F{=IC?Dy2 ztmJUs3!~$gR?!Hw1?;}#-(PF8;I=So_5B|K4JfMw8gTR;Xh2z| zIwU7R%#l*kAJnRC3N&ED3)IRzZpE`6zwvJ5JDPL0o%0-;^Vh!RQtuVFM=&zy78Xdc z7znAjZK;O>f z3<7jLQkoTlnc?jOT7ZB-w8lIjc|1wzN4cBGH)*wyjY|{X|C7Btpb8;2LFi^Ol}mQ7 ze4w~8;dSO$z`@PV2;25T%uUwPuyzvWMf~;$>*#ZXuVf>R%}e2ne(9e4#RNsRDExaQ>JVsL#6bD;5Bi zKA3Katv3(fNW8D@j?wO%yo!5QCPaWPa>+yzH#sEzkdiY+fIDCiJ?R_pNNSm7B}V&} z4}k?0+&5Iy5hZ}Xfy~C97mPT)D@uQvxm9gHoG2UNk->|OB(O=C7~!Xs{@p`(J&S!a zD>NT>*k^zE$y=$rpD&l);T_trnEGAz5Sz9u6Ms@_dn?wjR$4e@Hjm2LI0CjQ@UQ-OrAUEKA97GV|N7SJ;WJP!(>1@C`Sq!5}%BIo-el8GW^R_1Qyax ziYC4)y?$1qFLw<3o%{l9C&C(|rBo!fUHc9CpJ?_cCOnX)oN#Tbb9j-xoSU3Pp2^j+ zGWJCxF(RRKKjGJ$l~&mBk+GQ!W)3QTMPqKz@bNc)l9yVNo?Jf_uX;Tnw%7o>Ve(*3 zVElQE)XC`ckE&~e0esdiMHU(EL*I)n*E4(Jw#K#hUW-j~?@+B}*8aA_7euj=MbZDE z7uq)QER9b@?1SaWoaRV+AN>%ulh6JC0^;V_?J(=pxcV# zYvF8sEd@@(W;vm{k#XLgf8C~shk0JpE$8N!O^=M_yyn`xCdJ&HZQ(_(*b5)A6zzKw zi#lGfNk$#Azlf+fdj<@C^sX&dhqO+E?ks4|3E*e;4o;`7hAxJG_0$;}wh(F}*)B?i zTo!ya9~X2V8ax(Q&outh(rDv4^7&=?__=NVAo>G5V!Opd8?U?U)N4cQE~Ve7_R~rq z?Aahj|EhC5%X%SeXmDZcmu>0Bl|Ueu4P84JbSka(Q;BnTjECe8gFNhb{TFC6y~S6h z5QU4jrF+_@!@E=*9SSIGoEJk%)~H8C2V!+zcb}G91^K<>TAg#(UjI3-y((7u;Cv`( z>@IlA;O}|??R$;H-@sn}ooDJPg&zP}H$n19zqg8^jD!s13)m>9y-5l| ztz_Dhkz4aELZ)=7{%FQlxl^zX3k+4vrD{RB!*3}U-z6sUM@L^=ACRaw4ZPE z-<-Ln$N%xOYY&tP zJU{PGGrb-$4M1Fvv?G2#a6)9=><@i;UpjK$oczn{Ln_1g=}-9S;^Otl%HK>*Uf{)kB!kJD{mrxyx$EP>*=Gql2-y3p`-7)10&eELHkx0- z2~@AgAISbLV`wYheMx`bY)H8KeuPgBe5X(|PtN~5we6e0xT8qmc_zwL6X(svW?A43 zc%a+w{L0zX>sPZ*-pzJkz{T-p+6`i(Y*r)S9FTu~=xlm=P~Ug++5d|(AJ0yEg7xKQ z8AE&Exmdv2ei9CqZK1Fts| zZ}vBwO|P#^FJD~#=F1E4*9~b$T%7X#xH;uB4LJMJKO(mfaJ;s7eX^OBc6_~(7I=Ns zy-jd)^%K6T=#;g$F&TKZJ!o4}`9!R;*?+eB3PGT{`!iBPE^yfXdJh5n5OB`Ra2`3+esiSA zg*Y5*ui$$hsJ%IOdN^2iRml0t|E4kE#U*T3;QGcwuDxxqr8aM|On2f!S}t+smzNk# z6V;f*`WZN8F;y$me+oMl6Z4qI(YS~{dzJj?PfnP z;6-i!@ixOD!%b=%VkNk}iRvowrnJ(zyYj|e=!b2)c4d3OdGk^K;tjki2+Ga)6XYx! z%KI2Pv5{AOX~zBBnDGbGG3dN-y@Nm}l;U4&_%XT5yX1jsa=kN;zIt_y(zl7w>m?ji^2e$}Uv_q{Ag4L*%s<-L8 z=1dj&fiwY#kHn?U-HWa5sL@lw7mjDg%~DBic!8&F_=LEWm1UXHbg)WX%CAJJ3f^6h zh5XKsn{!?KXl{E^w}L=leLQ(^uz5;8ns8f3bC5>5dBA)yxcW=++hG2>{3u@bSdJh2 zvGk2^d)xJVGwyndLC1UR_S>Exojaa2pT1723OON9z`n~-`Dip9{YYV}W3$||3+LiY z^lJX{k^Gjt&-YE0EqUMh;Iww%Ns_jy-_1!Cw;j)A_dBF+6_Ol{X7)Zt+$imfxJKBco2|@q=ISUmH)^B*;%rK144o~_*|T= z&^#bEBHXq26Oq*3g$@|!c{*>8IX=JyvX=IsY}3SiLR^mR**&jaUnmO6#ACGyY=Z?; zIxp)hdDguS?*~v6f^UMXYQu#A2y93)^u2!iu{0Za?NAL7BF5(+!g(j@S~tQZ)(duA1|s4%$ve z`HlUT??PRASIAQ7HTg5cm^CVG#IaR{P3d$kzVZvaJtHG2RUk|e)BlQAq-~%OfMAz0 zM@MYyCC(ss5!6jSZxW8C^ZuURmju_|3%QEG#x@yUQ zhE$ zs`Z)Xz#R!z_xv{Ko#iIkcH_y(0q!7$-b%5+o>=t&UxD(kc|vZnKLTWivWmZp>-U5{`yZX3b6JM)6j za%)ulsM2%gS4kw8_C3wav(bLe><0*nr>VQdlI?lMQ3uAzVn2xRH8G!AuqZ4Z7(+=C zSq@;0ZCT_$n+5ansqaVLNrodCsTe#)iX?^1!x*%hTw$lDN)dj6i#?D<^j*AjUN8?i ziST>eVU>@6{xO}6M-xppOgPinlXw~f{v75N{x==q4R{t!MB5kwRsiXNO0QiQ5}1h7 z^q-nc3C?*7@akO21X`mnPoSk@0^2ZmLO2WWopWCICZb)ceUly)yTVUQ>M*JU<5!&& z9A{J^EyKQav}oCU(n>PC1vG@%?4_Y~0{3a0K?;{}fUT5(nyG>DMqTOK3d&~aoY#Gt zK{cAY@-(<(PQq82!fqS~rwjBkMtiWN)m<5jG!hpgdfaLgSUqcg{PJ%Y3yW~Ng-U5U zLbO*&>tkFSQxUU);bff)heMzbcOO$=QtHMeMw%~C{DkiDvF=YT##=2dGY;!-n> ztZ}>tePX--Mh5pKg41MpT1Y0@6O%`}C3bReE?AJnU>zk9gPb`9CgV<2N1kl`nRvtxU ze3ww6Xk;`fvxG@SL;23@m=*?Ry5jhF12O(>JNmOzAEal>ao=Jn3F~pD)JQ0vNZOP~ zCF>C>{#~4slgwu^_A&|CqQ^I)#Wo=-NtF7zB{E#izlqNx6MR{c#P&%7atWXNO2ro+ z=L^F9#>30rrL|dM&=#3{@Ds3|rxMd_Gy6|E!O0tEU8>xa}AC6k{jG*JFW z9LpfW`)W*yw1RlUOsKyJZ5dYELT3yxW(*W&45B5i=X_p|_eoU~&)Ehn z$XxM1_r4QE5Uq1E>pecs)jJvPXKW?HFPytmr%^B;o9?94jCv-Dxgqv$&YJAeK~z zHTJgEgw0EAjd&#qSKm+=kY5td@XD{Y!9N7y?Q>XAi|k)!J-ERB!dK@V##CVX(pVa* z+o9zhh6)ePq*NcZ$I_C11!IoX480^&rn(;~e#v-B_pMKGv=3*z4_cSyU2KS%s7M;z zFRny1Bd)Ex(7a228R)mR!w~I{?x*Hgv)Gs79l>*J7p@R8QVcp zEGBwhvn-K`5fJ>)pSD0vDPf_{HKH(R;ETZUeKa_Yk29aeOJ=yXCZ-_X(VDoT?yWrD z`Ru&4iCfy=*A}8p?AABj#xx8gDOU`-K-cglb!popJT41!`i~gOJGMMFQN4giU%MB} zy@m*y(6q`owviw<)B+{P^ECdKdfjgaSA{@U`qB=20W$l*%=)y-A0A@)S39^AbJAo7Uc6_32{tg!9oiYl{CU zmCjGnu?v)B7Yj)>8fIkgmedFNMy8OQ9)`6G{6`F56n2fcq(_k?v_`GNJkj^mATwIh zraERsQn`_zWGr{v}{eSTdSJK z37`M^`cJYT{@R~DsKFctPcW9B;xc2_GP2r8*Xd45qoZlvnp(B)SK*Tq^_kXP@AZcv z2`tMfE(obAsnNuLst&R*mQ`(R`%AUfgrw0^1Bz6I(czI%BfbXCKd^_I!`5{2Ac#nb z9&-ARN4raFek(0W0TYun1$b2nXiF{fByg+^?l7m03x|#i7Np5z=u`c#F&m019%TIU zJq$Vd(TXO{2ZSY~N`@4ajF!)h3j70uHxVv1ucOpRn6fn8XYuWJLp7OaPGfl8n~5gK zqcE|VR0^9LiS{5Bt-+@uN%*S-q*XlXVr*FcE7RZNb9?4i)xZAhZ(UupApS1)=O{%{ zgB$;pAFIuT)D<`Ttu%|+-|u3*B!h|(Nu0_AeG0BZtW5sA`SEEm&rECT8s&M{No*aP zgGe3nL^4t~g`EX8Bqw|n&ma%{(3YA^)MCZ%kijG4esh^MMaxMlko0@>oR;=GDiuUG zR6WFi@i?%~+&%i?j%yhIhms@1DXzLxg;JvJON`XfZ50DUMtYVg%IKYjs@ENnRVNq= zxKPO?x%(Y$;UAzZ3hT|`AC_BPb&q5S+C>HN9v!*r=njsQ*=Q(f^0E$CAzT-sK8AVaXHMvlZlN)c0_#V%Mc zNAlXAh3isH?>vSHMBbSEW@W@M@@467;>QRqt}6n&G~HXu|;o37@guyBQ+%3Fsa z77!F{ z_e=-dVeVr^<0|@cNee2FkoZ*IQA+lS#*-P^UblB**Lfl3lQ}y8pVJ_D%;ZiK=}^Um z_np1Yl>#~C;lR*9X5u7TyT1t!(FGFI z$`m`SARtK*As=}WjDH+T`x{f@8-d%~L=&kuK$s?D<=&hi?fULX+u^&9(yr%Az!YBO zhyIes916zI45byul>C#i`gg`?Z`mrLSQtjKGrcgTcOaCBxQE#uZ7WRmRk$U+NMu{& zTfz+0p;h(e@LU!X@TZ*1@+dP3<(u>~e18&MHyFl>eXejMFZ*k@zMoihXh34HcV)O% z4Jq6LgRLQD1q6(OIPfeZsb_B6Z^u3rsZ1th{*@T`lb|-1dS(nmpgf0aBaOW0kN?;u z+=K&P<BoOA{^y+$fcPQ*+a^tApJ_EL))9>iTE$;bd1POlw=>O z(#{vPD4VzcZTTo{p(DCMnQ7+WTXA>sr_H2?n)&fg(8K@LYe@7mlWmDBvKA?Y_}zyc zDr$?b)cA8MuL(tT^Cus&x}(n6h9*d;<d%l^qB=kK5uEoz+WG#eK1O!+}E5#BD(u zNGC1{;Zest4GRQsZ&QCu`0AT5*&hFe{CFTE(M%Cc-w2ID8c4K`r8}6PAo<-l;)oE< zf!&V|&XvbILVK3Pem_(?n0ggkza*OF9ey%LolAe^g;1LHE>5LtVS+f*0 zl#-Sr3P*7UXCd|>mKMucE2Tb(wV_o*B{hd3xI1E?5a7GFms-L07g zXdU}P2`Zfv!Kz-aj?;=rV6YN7(oO6#=-UErj^+_>%TZL`_=YUDX|)G$KnT%YP+SPX z>c_qYZm2k)dIQV;Jmk$T#gEtI^nnVoI$dddE!HIPaJxkGfzH@HlubxFI=z3g=m~}r zh(}eLJx=2rgcfV*oo(M7aNCB6CM4d+R+?Zcr6_Dg`RojtU_lzu$7ucXWcA@Nw9<|I z6!sv#QVN*9St{di2Kxt&R!9g5G!$TKuC-y{=x>{uhp)F3X{`XJgZ{RP? ze<%OKfa^b5|G@tM;NE}We}MlVku27i4VSW&*&C8)Bs`mD=q=cZz7d?IS?RJAP(Jz9 ziK%wYSnA6%dtJ-BrLk3QWkt(LOck4iaDQZYYqa9d^xJfs3d7Umq$!lmf@(5&zGXz$ zBku}yO+LZwh%WNX&y>%{1!z3JdM+jTC)sz+knev2t{LWz3=bfR{7eLo`V{)m2FoGb zgWF;z*xiWyMafL+t?e*|k~SmUN}8_lX+#IPK@r(JEJpU|({d6U zt}63{7I}hAg#s462(YcXB5dgkG#Roz!c=}M&xeVr(UM(jUB3Qjz6^> zLSv$X9U<>*VmQ*8YWj}6^b^n$%*l`U+9@J@5}R&P+UzWyTvq1_nRsh^!sa-KAGH;# zDdv)wj3kl^BQc=)O?7u%r5%Y#%!<0_bU!zDypOR0^;k2hWJNoGg~@8;a|%PRe>93d z@kI2?Uw^QqOzcVaRqj&?$nUV8*S$3?C@E4SbgFX~22zOrR;5CH} zi=|&!IYCi;C@M_*3+~dp?GgK@4TU!-n-A?n?1fP9QDo8Pko=q_xXhOA*oAkD70@-W zXnRILsM6!1ZpX5*!xA9dGtzHb8sq)U>rVCzXX*1~2}3JyQgh?Tz4h3-ec5`FD0fD9 zoG7Kv%G8d`rt35IJ<5JhC{2H3j=U9*#Y@NxuI7=elNYQZ9RH$zRAG@^a&;Dp>2Ii3 z;K(Q+|Dsv3jmLcyWS;-Y)YAm9l~rNl3#o9CCk3FA(H?mc8R~RxsN|TmPETgV`pT5H z-Lk^r6`DZ2T9Lg;l*p5@c!2$;{bLL_-3i*H>+-BG6RW2>I^!kpF@?c!2`StLjTX%h z>ocB;h+I;ZSS84gj{vcS^f})3!Q~d7Ub6JE|WbI95)$My= zKO8|O$w6g1*MGAl%Ul6YPmT*|+gwOvYRaVPUHz~s9I?Eu3Cg0@kCwSU*5OV(9{tOQ zX~If5uPms1O^-N{q(_)3zSIW-P+~QOBSN>uEt;@5R65J4Hm_|-_kJroQ68h%65x1~ z(4RgEw`hvqcmX*=QQE1EVe{|=s%cB6^?QqS;k4wP`?|<5H#MEt{t&gQ;6eqHg9xrJl3?aaSX}0}DbCVUl~Mu$EsVv_<}3vYgj4`adZ}I-o9>zaiIzubB_cUY z_C_D4z7vlb-H%;1YmWZ{8k;e~mNBC8e_X}lNdHG2%SSN8;)LPYGvaP}cuth+rD+>G zS&L3=VsR}0t&Htp`z|luEl&&ZLuoF_o^Ww3GMD1QQ|PmKaR%GHezgEm^#DgxkHU5q4I~rfk?JiTSV=^q>JbU^)Q=h_w?#> z@hm?)+Z2#_^go&Be=>=ldjCe>o=IyZn_cm_M97xADXkJR#XER0&3+IY|A9&Gdq@!z@aCofeoSNdAJ=OV#+xGv}a1p7W3et1-^1ql{cF z4Y1{9&#mT$LsuDR*^?cKy>ZYZp}}Rz+bY3j>Pz;dwAA)FL>h5e!ptb~MyuBAAg2r#X(WBFa#byb#MMXw;qP5yUNNI|U|+ zEgc@BSkM87c@}lRS@wi+@Q3P#jU#pHKVCyO#W*`BUiVlUeVbb4DzTU$l0-^=u-KW& zlI;EMIgN-G6OlxiniOOldrs`xRp*=JF3W|P*svG z)-dRkV^?>FL*1l7X*AJ*ZvfVFO!Lk*RoN$TYDxzvJNHm4;6#b2-n4{+TS*UXOiuMY z1Jw*TYS^9>nN64_=cd(kXeaj-dC&(W{~YFHFI6wQL>cc&gTTQICB4xRMMe5f#n_>U zI39Jb1Z^$rb+rFXnX3h4s_dkrAr}5Fa}wdg@n^UC&=eYl_*ee2Y|}_h6)X z6thu4fVZKjcrh9!D_l$v?zIt#gUvY zgkD&4vl@mKE%5+Cts50VS_lcZQ-V5sxG1K4p6oT33~_$B4TznyoEd#yqs4^g?p%79{z92aaba{3)yULh=vzR}FuI z06TVD0AT+V_^XLO*uTJkwe~mmuZG9}-G@I-sJp{eD7?fPKQ|Bb&TGA6AcHr2ohiQ1 zRm5a;+f2fH$G}Q|Jfor;xur$V0~NCoYZ7P{^LY|wls>=SwT1CL5hw9e@aeBjIdID@ z_q3r_6fSu@9W$ao%*{k+o^z9s!Bo7g#mWQpqx=&6E*{3k?|j+OT4;hiwiavRYF0Qd z>RJJ!+@`7s+GbLoD26DCHgSM9gd^rs=GSv?+lW!zDRLYT-f%aSe|jcpHA6&=Ce)zS z5fvFM^0Lhx74(tcH8L+yyX=*-sT zoJ;SiOnNjB`A0czIw@Wx`E`30%{I~K%W0HG%CZ20h?oyuag>-*h~~e~N1y?@j@tR{ zbRWTyp-udv6e@f`$<*|&Ii5qw{ec&aUX%(cQ&agZ88+0t*=)fD>R-V_|H1~}cYmv* zx2Tb39AN9qahb8dq2qyjxn5pGo6M}em;@iA^qjP6eT;PaI*oOmT*sm*X#=BlS7(QZ zS*(%5n@DvzxFwB(KL1=F5FF`8N{{KY>(IrF{CQNK$Lb;pOAlRB zY+p5nmw}Z`a>@nv(2C1=?VR ztGI8=ToFb;f?FDr6h-gjwowSSMgw0Qn$Cv1i^$hq^DT&ySN_2 zM!x(T5n>Vq6UTU+Qf@dZEoni)#6;@o3&?;|!Xhvg(6jnyTo9w^OPW1?Fn z;b-UEOL56lSGOHSCq=GOvHbL&&e*QA%`Z{Ih-RXj%($B9e zTAN{ zcQe@s#uhZ7N4=(u{I<*{GCPyb{h24Md|KhJ#2)`JAN}w0X-Jt3W=@1F9AW+#zrIRm zORT&6YPFX`(+qi+EN;)CO&y(bX!k3qLIYYxG*daIDU&U+I$lkv{OifEf~`bk_D@>( zH!ooSBxJI5CH-@M(z?BQG5Qbk-z8dh`?N?qqz5Hdxq*zmuQHwqXEQIv%rHGnUC)0| zSY%84YQwTgv2U{=&-iG^aY&?dSAWqzQVYr;-(zYJ>od+rZ;@M^{zuS#5szCaaJ~6} zV)*d!nMwYmG%DSa168s;zCfkhD6im0 zSS9nQ&DM|TgUC2bG?pva6k)!n=e-5?K&@t?H{?r6+*f3aY492o!%pRE%~*tRUV`I> zQ}oyx4oUevY}hejvO!VpRpcb8Q!EO)niPWb9Y?KiFkbpT-ZLTGML#ex>2T+@dPxFL z(8LsokMMY9?jLoEf3T2~eo zu1#o2d6NfFq`l44+=5Gx8&MJpe-;*8`FEoY#()UcEf0VNxp3{V(J!*0`@~&^4w*iXDRW zL_7ay6m#+|`+j_7nsh*;kMwpnsyz>Xq+>)b>H1`~$GU(d4gKSE56C2)(9(1!RQwf; z`y~~{T0=pwL_Xt{*$e@4O8zqzZR(g5mE~1w7lmlOd?n8Ng`_OHdQtA79D<3q_d|$T z6tGkC(bVswuyQC6r!rz|&Y-o{Pr(@h})TX7qoE?+~FWiLUH= z)MCS|dBk}5oc@a2eNXWfmh$mD^Xj4D+$Y=oH{8YBEb>FOvee#W&ut=9rxE*(xjVExGtiYyIBe05UjQ;w=~2EyN15~ zoy9%YrYq(&8V^nus1n+$GRI*qHQMv_{|A1=$!4my978C&3KL!2) zlW%YPt8DUZW&Z;IuJ<48|7s0j|1JP(_!szB6Mt9scWa=)AMjOATMFwB<|NFZe*Dxu z~UV356_*LFkWd#5to3Mp(N!7;j_`NkaWwz8>p-x#g``NNJ0B{k(+ zZVhi~h&p`~%(fFN?3$wd(y5GnMw_C|5{spfCc483vmm-Q=Z>su=txRBn^v3)7$dVE zSWFHpNk>*&N69^9YReBe_Bmgjk*fRQu*%{{MxXWxD23ep5pz0zJ1KlY1dpt9rB%cl zz@}mhztY8yct9s8pLr)q#eX4q6whwN66@6|=|%lH-x0Cb0=h8u`xk361H-*-{$EWJ3o(s{Vd@M(}*a#+Qd(tf!i-mwf+oS#i{)J__Edb4X^4QLKIT`OwN#j0m zP?qqRC{`*_zAcm5h!Qb866?!lVYg4<_kGV}qK}dbZI4DzKVb#K<^^!32osq~bx9B} z6=HpYLlP(wqkMv`W`b3BTt9fTyt>t%;XC+EFa2QOR}|@E^}Mrj(`DaAmj!JIqIh-{ z-7lL&E~<<^eMvGA-&AdAD?=O_y3j4Tjwn1l(U|%i#s%J9(b@8$<{h+|oG7d(`&TH}G(MeAR*xU`x--F*HN^y4gT7EjcPdPVvNHAf z<2E`Yql+A%l*H3iXtb$|IgQ5?C5*CUD>Kcm1(AVW|F+<%Q>~u1khb17`Bn1Ee^Uj{ zi}c5;Dpm7kcrGRTn%$+3W?5IdZtiU>s+1Q$#|cBh?^-eHI8xA(M%PRusv@Bemu$tS z^w(;c%&Kzw7C$e!2{}QJyi?6bC=lqH$8mzb2dQ<9LY&G7^|V=C5T4SF3n?2=Jh81v zz6_vwUpPf!=f%Wi)q9A0<{ag(n)l4*pd91B|BlKr3gZ7FtEX+e5APA{Vlj=_Mjw`{ z9q}+z^7f047%|T*F%BqEhh?Qt3KMB>T_EOr-yyXCoYF%kEn34NHGld-SpwZW%<>V% zZ)*y_5A#Q2)a{m&H3XG@2SLVr{NqbCivnm3-Lmuxvhm*CA7=Z08nUq+_DR4UiK!Yp zJ+4gGpRb^ET}aSp?bjv91Y6yi-qgb2@PVLN=2zoO$DMb+yIG_^Ih0^ZUcz3W5QehE zs|}V?+zcnPm%)3&rwhrnkG&apd6rur=0{&LY0X(B=Ym`G7jYeh8HrSnTgO$Tu(Yzb zt@b3S{c?MR?JdGWo#K#iRSC^$B8%BA*ZhNfRFM+>PnC%o{?K>1^A^^pn;f6AhRE?t z8XCi#rj^;{Bb1;J@K>Yhua_#XcGa_7dE2K#sqFznvKN%6KK8+cisj3k&QrjA{gQwC znigM}C=^voiY=(WjxXY(=?uj5&?1^xWXGHGHkDtO;;PY|n^cb?Je8oXc(Ibx(z&~i z7r^ekC-pLPae(GZJH~;QY+BqW)YN`iBa9d7OOohN#XaQjrDs+2-zvrYIL}nc=dtcM zlJrx9uE)_QUholWc2iBcyUDl(8QY4~K;v}ntenA$&vrR)jNgR1U9s^;F*m>O>W~`3 z?Oq2l`_(pi<^~d`zR}=OY&)q8v6V(O>{dc*w8(0OkLlVGvRHVf&2+-`u?2Vq18BU$ z1DORh`G|(}dS#-gyK*786RqWqX!MmrdULxZ9opPdPx`?r11Y2}<&JzqCO#Asq$@7t z+)kCF355D1)MZVi#pNxMirCt`Qf1eZ!8(rN|BJS_4vXsh`i5cX?rs=|l$P!skPZc; z1Qd|&?rw%qxQ$5*SLl1f;v0_n_Zj-0yQ=&wtN#Z8&G`b=KN@&yI7>UhA_C zSg<|-%F@l+gcmIUm>Q?$b5v|l5@?sU16ZO&bfdWx{P=ZLDL$m z1BBMZzD$Cc`0_dIrKyDka$y^e7zsNTHu5(7Avo%FFW1p+?jDxLEN$QD2*ERvOs(dQ zCaBnB1(3Jlb*Ua)m>W!ks5KPGVUAQwYREiDf$7{uBD&zQo8cbvL>arH-y~Z1R-l6_ z=T3K$(KWeswCJ1(p;+u=zz7t~VQzIn7^H_hns7agH6$OXYBT!9r3`WAki+2bR3!C4 zuzs!};R<*fJcwp;_FsNpehS1D=IO?WG46K6-x{ z7Y)&Wz+2}JCAmx7)gkdiVa799P}K*~*eq4)r9m z%d@T1!s~~8Oq8e`E8|jJaPK8q`*%Y1H&_aehLFrtbYKlBCHce?ILej9tqUJzVmjEiFO@}f4&fAPS7X>(G4C@i zf)>M!3~(JVcQDndfzL*XP4d)1fxUt`AC`B$7zJpfKay>gZGbMYV+K(kcqfP~y>&qQ zvwx|KfnmGI^}s<#HP#afSf7KTp^h;N%$Y{&(<`zDGYWAtko0mI8<&XgGNl=rxW}b* zg(!rgJoCDbUkY<%DkAb#*X1SnH-88XFNHo9^VqMvO9my7zlYOP1-)R0#K>iYXe>eb- z8acX)X^NxD(ieHI1@W%9^?kF_?{v#(R_7E12O)ulF%jOhOG)=zRYzhm(w{wo;#=1h z`{c-hkd3yBEwyB=X>v(Ow+7J|F+P?HM!;L*k$ng`bsa5y6df`#x%{L9qk%X2w?RpS zZ0Tb{FL1Pl<(@x`pZslv3Ixdz)U^g7zo?vL&i64bTT$dwpB)B|2-eM7p?!MroGdvU zo6>L>Yy81;*i$pIKTZx!U@pBvtrEFHXhbNI6#VcZ7EVB6K@SCXEGdy5kqR4dgHMvb z)&}+wT})XIl$&;wn6N5>!Cc34Va&g=K;90EKn7Y67d#9O1bL71XO=~p0X-D75{-U` zr}lvfi)%O z!4euv072?qdT2V`xt5X`EqS7WsL9m|z#D=^k;;Am`}tGDUzjY7$s2oiA(hV5t<41m z*$O!?OP@I{e!-bM(LQJi|+pQ@RPXGK_ zE^kSdI$?(r;HMg&{Y+tm8rBdAu3}QL15Q&Kl)zO)Dt6F+PJ!GN*hAzNA?F^g2JEef zXhyR=oQ!$6pI3{vHznYKK7qbE;m;q;W+Wdw9$oaP#3q5wh$VJBx#&@m4IaA@3qcsW zx#08Ij9UjLEe3AJ1tY?agsqj*{C)dx=lKFJU|!}+n>Z>d?n)0l!LqhF9}?ad9} zY`EzISeVzp^DHi%nps1_f(ej?krsrJNO@fvNT|;|kpEW$yw}u`W{tP*W5Dx~AFGj8 zp2;M-o2j$lzB^hpmXgpVrMN>{*Z8PHKx7VifMbx^a(t)h_jNSK*E)|gF>CD zsK&68682J^X{OpP;!UPE1ZjA11lBD9-yFMZH004r`|LdM&C>W`1j?%zCZAQhHt7MQ-GPR0+Rl zVc+Dv3T-hQ{Vr}DsxMHwPG%2OoQ)jCO-%A~7K4&RbC_6Y1fUAY{Yk`C;!3U~8V6_q z|EoBKLFV*Y9NQd4K+XGjlQMo!Sl{G7L`l)}e~9vQ1E92j2=+)sUpFuf-}Z@*ZndjtDn8u@Pm;Glc%qV7+3Fdcn(1M4%0z&t!@ z3*Jy~5#~5Z(CgwT4LhIixX$uwjh{W?cc1vtW5Of#cKmC9 z7>@5n`FudQN4L_di)un)YY8LLDYM=rWDX#jQAgLq;2*GQl2TG?-1QqTHhQ|qSMEVZ z$|Ry&uGCC^e+1hZZ8ZD*8=*+FG(OdMF|jTsBP(V`rRNhIkrGT>!2!Gh<1HX) zhm6BgtDo{yd6csYMdli_kRg?5QUF&{OPgU@7Q>0{p12s=I}`(uOIbp(#^a z(BJ2>eV%DzW@TekD^e*N;_Z)GOabZ^ z4bE&$)JtS2v3HW({pts5V)ViYon2T^Z$0@0xXy}clQ_w86ZR&kiSyC*xVIH3%5u9e z%kGN91Ar^{iKEBha`Gim#2AypC8(4p;T^t3R;^<|IIbvn4ZW{1-wvuV;H#bV*v4vx zc*v8#M%geq95BHk%X>iW-;QcBx~B?}+gdVB2QUe~vSQu$EdHhZa!+e2)K=MTj)(AR zRNs@17;jQJVaB?g4AYVXoJJQKxv;lhW%l123Xxx!pMGvnY&(e#G_-vUSwxFsRM}W~ z1pBbCKoT<%@zU1lP8WCG=#J!}-A%r^_7?E?S8@a@b$ZW}38@^tH+GR6KhC3|FB+rp zrd?@$wuw`^#axM#knAdl+FU(+{fa+NEO`SZvZt&^a=q?5)0>B=qg&}c#GJq$5!F;Z z?KPn-XCbV~Zi7zr@c;qrW2mwirU+3INL|6wBan54@CD~kUitum zyk6-R=>=zS6A|xWH{`bFF~j@%OH)cez-cSIN4B)n-d*|V2L+#c)_Pft?4?9+%C0r? zs7*SSpWz5Y#I0n`(#^EUd~pnlYqUr~AS)D`C~9mEYJ*alDtIu+1o}-V>l!U1s*p^} zj4#Sf_|G&FkJ1|QfC-UPF-7>6;xmm<)XrJScmOV3o?DhyU?SO+Xsr}X!v3yYOJp_l zQz#SYEn$cbX6Mhw=rinL$0Zm(NCRFBrRjyzv4?{o^E6Zn$+*l=bRxDe%rsflUPjOh zLRtQ3#y{Cw=tSVKXnD`Bh*}DD16D&T+NzO6xdr-(x75&|H%Ho84@~PFTn9e(KAKUQ zu%|KkFCyEx-ogD}oO=SeZ1}$~`(KEEE(_5k3!OUu5QhXo@tY@cVAL1(z0!2?0QN%u zAXCDENerf0z%I$* zs40NPX~@OhzHm4Iza0U=P$D<4_dQbv%(3Q55)|*DLuQx>)Kge3b2jI&DRIv*w9&-X z&t{At5_io1HMoAnY$#5D(xPc%5;XAb4y>`59t!5?^;3R-%rk27{#X8I&U&90OD=&x`Sk!pxe-U>6-CY%w@5j___A2y*{Qt~nmUcf`iDXLlUwAyiL=hl zcG(|^R6ycy;XoNcb^kK%YsF6ll+l+W)i-i>wYiqJ81$1z(ec-XT#&3ZD^bYMMJo)k z$h-)V_!_byqaF_)90Uw&O`^h|2by~w2JtjlNa@!=z=LU#Nz9PB%#;x-ZNaER?q2Cn z9=g`GT9`EM#dL>r76Z@pVy47*zc#F`g`z2PX|vGrUbbMrrqxtm&CBVO#zykkfw@^ zv3?BG$wg-e?4B$^l!uKWzXWwS3S%N$*0O7EA7;g{rw?`Q9jIu&CuRQCBZOJO@>WNU zwJ0DCt#Br_W-!c~bkRi!i2_8!WMVZ)YWtkU8D->NIb&q}KQ+3)`B?b^Me(+3kx=|; zAWVl{;Z)9sANYRWg3_))fe~$0iAGTgYcw{Xz2m-FsLm#+YFxrK5{G$+%;Gi4d>hdn z?T(AD@@jryU>W@dcTW~l3dD#rO!~U~nvvKSWnAS_B5YrTf;T{m1cBZrr2>&HWY>kC zLdWO*tX5uyDl64N3d4rl>Kg&@gyfRQ%^I1tl_LpIDn7s8%PB+vt=13Ya~HR%}~-_v#L0#0fU&&1ih%o zJ7|;HY)k)In7-gM_dZhk{oMe7LbWU-12%GC;k5egLCU^Is>oDFfm}>f2fGq-$%lDN z_r6+OwThhjp=YK;&E(-58nLPYeB~P>qiq!P`*E%k+uxn*g^dI9lAT<*>Uz$)*P^`I z!kT`zm9&}7L5HebyP%Fljn02Ch&j0wwYfNj!ZudKe*nM1z#h3sVxUlu4R{oX$gmJG z?{ZkrbJ#x)p-NbS?GdR;olk*_VbeD7fW&AK<|PboxHbaS5TA>73erjs)-z(BJ}WI9 zf~gp=W(mG)&o-U@La^7l?7td-(|ynnnMztra*?Q)JuN<91CWGPu;)8*4KB#YzuC$X zk23L67_j2edz9v9;C@Pgc{$>nirW5DI_5k#Hgj`PjW8R5L{YF{-5j(f>G(VtS5baV zp@J&b$~Ol=>n`Oc6IoPfM*W_Ch*nY__AiX(|Jpu;F}|pq=z9O}0)aQh)@*%*nbzDG zxy`h$tFAqnKV$*IiY@kvmdHf`POu+coQG9MYamjm?kfo`YfxzD4%`?PAdT=SQgOTd zV*5~@sN*OY-T#M%%ZWt3=!*Yp@=<2kAmI7&hbTD8lpnNC%qxUS2pM#)9`rMH3t-Rz z^_6hzIp~+|7EnfLr6v0OWZER^1GFO3zLRapWMu;?K>WEnNOiLs(e2t!ke6Wf8HQq_7V3Y`*PzXUAzh67QY%s5 zUXS6vv%el5j>y7(2*hrH7WZm3+a*{EL*!R0kRwd-*j&Yc&|qs7$Y>hYV0r*ZRyOz) zB{pY}tu%!60DzJC3l2`hXE z{<9?0)OacbH>%|`8_1eU-BXr<-J!dy$(K(JO!%7o;E*`}DQ_{vd@Cn&(?32F;c#<8k>5kdFbGIx>g6-Z1Uc=dDHM0>cYhqbd{8z-i3vn;8WF7%OPd=5#{ z{gs)_yEdogq4xnqxzp>@wc#2=U1;d1L+@2-g0i1)Vo>uOhjhjH7aTA%*t84*WRY%m zOG!xsANNq#y@#L0;5FBhqI>yJ7b>51puz#OnEvwst$uc5w^(?N9N#`IZ;X97S@y=Rqz@Vh&`(j;B zR(wvlTnejoR3oT+vwi3=SM%OrbCm*M2mZka491-ax;zZIiD-a)ARFi2y;1J!$wa8KqsznEwmnakbyOfQ!}KTW1{V_gkC@&hK^Z6`=yO>c-ccuq zhr{@UE?k&Nf*=S1G*EhJJ`l`UcPvYI4F}vxy=qeCzfWh`3M%9rTQULGW-lUMD$Uvs zu1`mJy@FW+UR@z0p(o9YEhrdB3m#wc%>$|d{E?40ncVKUMykDH_vP=Qtm0V@u=`@xnHHwPwb?QS>f4`U!~fgY>9zW8Z*Tq zn*I!J9IoI5H6CGQ8(yqg0OCotoQ@fQ1XG$j|9l>IH5}-MHzOOa{~;p&5-WcQv=I!n95_P-p&hT@8XEMFxfjBd zVt>rstHdMhc<5Rz2M1PyeW-D;2iHI z@rB|qfj6}>mj%Jv9k!&-)Tp%W+#tw@JPJ;n5(1F-Ly!;vc+vnt0z~$_$e|3R`%LB| zoJzhCP$r(Q&2ho9D3(N3v~iV`M?yBRW7*-zv$&`EcMm3}?jl~}ydvF)NOZk?vgvV} z@)u?UOrx>XSk!dMc4!4FnTiGnajqU%>^;<72ewkeESuZ92=f6>i7W1x2mO+S3RxQA zU(e%$g%6@c869M=e?><#grf@t(CdTC>YqvwhbvPfr^ZNWa-`(^(c}6@&#;PO=o0b@dNf=$0d6uSne$a|9W+Hkh*x86Zbv`{ zf#c~7**GVrhziNm5Xc9J`Ye{g4D+ITmJNQEjcnFBP0gu%hhi2bqtF0NHP%PqT3b}L zuLCWISu1^ZMV!?tA6g*Ihgs`=b}5|IF&|n=+qQT@{^!g&P}D=VxAJWkl?zjGo|t-U z&TrX548Vv-%4p0ef=&XhLt7ocAJ4;&g&1?Y4lZOP_@i2e0(x-fKuInszTrIZ6)$GQ zBKji#*UuneUvI-@o8!D#n2!!s&3E|2+bhc_y)AcKSLq!L%ReMTHySa4-N4XMS@YAJ{e2^P5B>}1KBF{$!z!8$joR0`~a#6dD$ zq6S5xsf`~G2CDm~T7T94Egwwa%_F?`X!i)|BsYbQr}M&ZRHH-1JHC5vJ{w>DAGS{lnv1w_AaIO$2+?d4 z;Z7?Nb$<=46Vn`p$QsNWdlsMk5oFFfYG=hue3>jHmT4Yhb4OnDomOezOc3c^2n3R4 zrUK263m!fe3mHN5rfE z(f#m6Zv%_qdZx<{8Dtjv*BuQcd(FVw7!~$CsKg^yJo=EU>*?7h z-Iwc~-q||SbOD@6CB3aAW$_*Oq0=O6JF3L+IkoG%ljSpa8+E|IVu08X_#!0plI8Jy*12TP>QGvuUmMYS(X$4vB0 zFppBH5FLhJ4<{8$RjhKGHIt8MI$2_D7zhom4@uZAu+pwkRRcr8(jh4fzYL8?i>MXH zm0*o3Rt|DALC-SBj-w%A?oJ zps>s7R1jLj+g@P4j)Se#_TPs{fLe5h#HYQE2pOqkT;SKuGJsDgLeCVhU0B&;Hy9Vu zZz0%+La5EqZx&hY7N8r|XPf9UrBEG8Mict0FAh^+xQen@XxD2> z9c2@A;k_4XsUe5_-x*|I8U$yEEx7Zioz?vijVS3SoIRH*W1f_a`(A)8BuMO<4= zIJR6}tQFXumGcX%`r0$WfgAAW5byt=!;zs<+mn#C5{i|_zS!r4yc=Y7+=+VX$f@W; z8|mot(Q)q2jTKb7+6a9MSGGefLo1k1V561qtq-VHb~d zA1S}j`l}tRFaN?_wr?GkKBR@hDiSUFy@0-3TDhpoPe5VvA0;8>>*0{`f13K2tNIg4 zWm3Q|7Sf}3Uu4<31|MEzbhRR2^OWsS=}>q)_^0aNKUD`*5dp&#&whjxuZ4(W%Y)6vHwBf*$ z6T|#;0-2A=U247H;P+lr2T?fZRYeTRPJhA&aIXz#N;bUTcKbDuX`)5EELeRIn6{iq zp8T!5EgJF+BTB3!T!cFdppUPo*l**|7X^WU0!N%!8*W6rS*EOnpH*n$)N14!hO^w? zdB)!P67d>9_uv|brYIwUL<3&$UV-e|qvMazF0TiF3IY(i0_$0!|KH49z-bO+({x%A z7yPm${PyhwFA!{!0+}bRa;}a0CNK>|Z>Sk^rQNPpVXIl#@J?%5mu-hV<&;#_Pqm%l zZ6^~Z@c?H?!7w+yznr3A7w%=COH^n404*xqm+i)p+< z0wDHBrN9Y$+GX1P52((()gOSJ^NO8bMd2#AM=Uj8u2-{g<(<}{F8G2y?K&;6@+=Nu=mc(KnN%4KPXAZRakDpF|5`NxFS2K?h zjCT@GFe=ZG&E+L6(P=Hh zkI#~e;|>(tkl8aKsT0>oQK--9$}B<6JUkZSctaY>3i!-&rOW^9&x-P?8%<)W6^#-u z%kkjzeJG$XcpF9eMh(U6ikW1N!tkCLGEb+sFy?bGPxovf2g=SEL|v5UVlelKc0t1p z{YtouO=*xfGqF__Ns}$V*J*j=i$y#cZF`6RM7Ww_y2aGy$hUA{OHt^aAg31ftX{aP z#t!x)q0dE<+zsJe_dvcIkUWbxou!y^dur3PyVJbZ*74KvZOj#6!^06JfgvUN20S%B zH$epej7{vm{pdq^_AU@W1}=DDnv!hErZcGS71G0`fL%%V#Aa7WJ}gt}ta{>#+OtLt zF}L-=#+;=zq#^)DwH(Ja>UQQ^IJc$f3Dl*PoZ1#ZvhburOS21d-ND!aZlfl$tc6wuDohK3+LH5T}vi`OS(-{7L#fp zar;-?f^I3rm;0KgcF#$zD{yBfhFT4{3xa73ogpy!;y6o#p*Pk^&8Js4lm z_AWqnBeR&~9afuz35#c?c$F%N7E|Xk-!(@cU&%!99}|11L2Q;~O9^--g)>v3nw{=| zr-s@>b>8mdPo~~x6)8ia!<+J@DH~U%WBLVo3UYTZbH3D?cRPrVU$V6BhTVys4iMP_^fP6IjM^bzdKc|0jBj<*j+@g-dM&>0$NDhYvQ zYMy{x!qo|bvlM|Q;o7rLBi<6Vy-#2F&2I?58vfZMDxPj$-qV|4`j@0l)KhZ@C0dK< zk7TmqRLqV&f|;$Sl5)L&B^tg}H1P3QT>16Gyu2SUTOCmDjpUD|S0T~QbVk`@Fx1ic z4|(o0&2+Mc)R8HbSEEV*zB|1#bbq*U*jMB4@>L2a1?WcsM>l_+h%&f#n6edL4&}3Mw+C&2p zN5JcocEVe~ zoI0?Gp45poc%=AxqnT#5K+wQ;8S>+J7T>XfZgx@IvDclXAvIB<&}r8~xD25cox^C( zthg%WSsbuEz9j(WO?hU?uogUGjw~S*M!=5uoI>RkMXy7+vaFBeb+T8Dr*)$5UW(xlv(|sntPK+HihB^v0`WTUQ7-q=*5X=1R z#&e$BYJR8?zC;jo5M@AJiQB3`mx?v*4cNcc5DBYcLRq~iq_F@}_U!gc4EyZ!FHx`B zf)W<#-^XtFm0_3eZM{yhWhqr5!FzPj)|2_wj^V&!`fXC0>Yr_XF(B@kUjn&59o!Fi z_<{SWpueL21$+rR#l7Ff;*u~b2LePHA=0thB)^X`VzbhwB-)R>IF_zF;&&>ki8CB{ZP1J;}O#Nl%}C}XtF|~5~pTY zv7^lT5-CcMamOYv>H4v3HC{BAd}${aC6+;vvNBlEIyyWhn?qm#`@BE~~gQXeM8=mF~3>sVy`oS^eY0(&BcX?VU2K%xBW$jxy>(6gAtN zw7A7MkF(OsIRBVmYZNmH`1MLG6G=v+L{arsBb+H0(+Q4R8pLrb3 z;EdUPOdudwo;ul65TU$VTrh#I@S17VoIHNEd-#hW07Ld;vEGXqf=|t0W!TUP^9}HQRfoZXgt{ z4**z$SL0g{MA9wD-c&y9z^Ys29fP1kEG}%iB*99|=)o^p<^>7U$;D?!IyBkGmL$^} zkUa^r$%3}WziQ(%Jm(mWyq^~@qjkC?k6ba|P6B2hrX^H0y&n=LlPm7BeCn68&-~n>t8ICUl?@`P5+X&sj3!R$vCScSj8^@Ac znDq>D5;OIfE!Jx_n>?pAxVyxsBdIE1G&5I63pyCmtFihETVE3i%pAAc=NZkyehr{M z&<;#ZgO6{9qQ0_dcY`-Fmf^=t_@e4+6U;0nxFTOLx7zh<;Ki^jF_^}1U9SQvpzy}}y0L@?0bVIwN=V$gOUm)(#hxtSRAV!(F?pTtbvO4k5?vbD&t&<7o zLxD5M&00{e&IwOL%kwJ|F2~8+B__v7jz3Gp<$TS}3!~ZE8(X8<8vTDarPZurA3DaT zBDN~R7Z5G4K{DD1^bE=%_g6qb|9&p9*5O^c*iT|BbR|~FShW-!OJyXSg`(~wyG`I9 zC^H4kUNy!__bdwVpLYSTi}$@_K4(Q9e`6F9ZT4mtR%^x?JOPn-4FrXvUBWr{-Jaku zU)fYQZlyqGdFrIRj-(K;<}N(a1wOLd?ohR<6G?n%pprQk)5-iSAIBkpyY8fUXnYMI z9`hibFBLleR}PMz)MEwW6Sb5)QFs6=R+79o>EM)dFrTe>7QsDOA3ckOyQ#Ml|%n)`pn*E*p#Z| z(_p1~{jQJXmVxttAY$;`cs*tHezebgK+L5&$Nm5>rl?N>$~yh_Wf@aYzWPFomn`4= zm0~mT$OLHEUkd5{ivjz?i2QFxNyd~GUp>H(|F;CkOQFB20LK5K>aPUA_>Tlo#=i^y ztLi^x{9D!kDC2LfN-{3KAKzU%-QBj|9hn7Q{|LHG0#5E0+HbCcuCMMcrSC4x?yk&k ztJ`m{tM4w(4}xyb?#`R;j(~3?1YNJ)UGYeNU|2&)2gZ-)3#>ETwFF(y9$j>|Pfxt_ zygfkNHWuA1=Pz6OR7&6FF!a;kUS4}InK1O9<_GOEXtsaYvfP)tz8&v!msAY!}}UC&R(-g4(15gU+u40xE+v z+pCin7_!>WFe0K>9j?xAo{!nz?GKIa9k4KDHAySY`4pY;ZPVv`k?xxFwOBBlnq`2D zouor=f1RBaGfd7z9W8Ajq;t=XucD4NpRYXgpA1?z{!#6u3|w&ZAn|tps(aBdmhzPE ze4BmIm?7+_vn>d>t-F1}>;+TM`HkDIRKtSws-x7+&AU7L&kNGm6Pnk9Z-{{=Fx_-*CZch%@fFH+LlRiCp-YtE-3;d)ad;ZY$cQCiZ z?r&w%`F36Mh`dX&s4JjquYUhRY+X)2yRT;GS)rv}P{U4dOF%2nO%(8@ru zljeCT?2Du_>!jf8OVX8mB;ePX!eMZ%>{jyU{;WwZHIiVKEfWOtf3>QNbJd-?bO#ls z4?11TU%puLzrB#SGe$_CEh89uyOt4K7i-qlJO5jns-M`NvOC>=uD2Tjg+N-HHJ4sPzY-OmL^O8>4&t4ym;arKDO(HG;5sFi{wwnB-h?^Xq z?KS`B(*I^9dXbz8Se_4STJM;te9Koq7AHYuehVC=J#|~H$rp&a$r0UN>j#R*zY=wu z{2#1@T-38@*j$$d(1dysek#Ft7Vr=BK<*m)*E)^W9=@(jQ;L7OjO2A{X71 zYV!qRZ*sJ^*WxXttx3Pkt1lpOmfR4_@1+*!E)OydTj~!SB|f$`9c*{6(OOEcQC@L& zp9^&QYVNy$r`<}QBQhf;t*K9QY$s1%a?hMh7=KWvxfty7aVnmlT5l4{b0hE@l-w3Q ztErw{PC}KgPx3-tzR2%c%SRj`POguRC}*8k>jG98^QRV46K)10fs!00ZqpN5YVS)t z!uA_f*ybd;VCh5{ui$mA`NQ*$i2MeXw?!Fh0b+a3__iO~)^>i)O0&0mXl;7f)%9f- ze%q%$KMAz=NHkJ%?ZIjKo9j&THr8_q;{19Nzd?;{QSsWfZTQlhabo-Gp{`HS_b<(~ z2lHKD4$hyJ0vhTW@)5$@qK|9+i%E6_G=1dvMW5EL8Gp}nBl8>7zYW^FwVHTsGDVDX z_xmFP9cnq3c1%~nga+zCO~aDyyHnN}38-_G*D9NgzyJWx;2wVOsIY z`|$Uqzv1WJ)sfyesgiCv+qG5C@M-Jlf4dQ|=KFn0(*Uj32iHC5<0NOz4-~mL{?=

qb(v!))}L!anWgnW)a{Zik1jmnDj)PKpvid^Wy0XZl9 zw(YG~ZzBU^!Zc`i`+vRQ3%g!pyA$mV8a&K@f!9|-%2Tb=(xQ5Bh!yij6WY=ub#S`a zJ}-2a&i%qKTa)&84^#eY?~4Zbk9QADr5+v}s&nuxlpG%R!GCa)@Kmd{_$w{_79i%S zR%sExus2Ef55m9b`lU(xtDnhEON!^<&?n{%;&F?AMc(|tWh-Q@edS6#or^c(Y{(#h)VywVvT>9V^Q=`2alu!oi3R0?)*7!!|p$CiyS z>bHJK&ij!ZXK9^56f^LN1V-?kvQR$4SNTxdr*--FN#dIc@it&OhVikcV^|`RUl&?M zU&+k}?z0(LCr?PonjWG043Mlm()@?;o0P{nt(4pvB;=~Vpdp{l9;%c2J(|UsKaP6Q z0O{c@V5|-fZ2@7sPj+IiB$bysN5TcbxlD%mQorgsQjqgKVAnB-zICJml8#)YTd>u+ za-E`&KItse5$YR0gfrT=3wa2^d>#^bEq>pShYsl$6_Zs)0xRu=6_}uMN=__u)q01;_R>9v zMCvj9!NLzLW2ru@Lv4+osDV$(bPbL;Q(>Q+c`Il&gHxZsG|WHLG!FGIAz5L`b^aVq zj$MWTZPuG#DHSRZdU2;=XDmGy)&BmGSxi?ktctgoi7;wFPVn}sW>y@W!*qbF;(;)V zToHIIS~sTLra|ZzIi&siW2~6W;B*xZ8|zH6q}@cRz+)--J|ekQHk>JemCCuK(etpK z5yLMY4jvXU)=)9|#4BwW@Hd<(01q@H4~iPf{GMxgO+`GI?EU&dE|c}n`0v-LOt+OL zPC!tT$WH<*pLhrZMC6yKQrfCtwaFi5zNIzX#NI}&weE2_<3RU{%xQdXfdm7j~lFefKpvN%k-BFzwqT40tyC`>vy``(q9iwtLuMJ1O&5ZGr#9E{lXRP zo^wz9vQ}R{IapqY*}L{BdnYqukkBjgyq*i-+6lkgtMA)OuJ@dwdfh)VSc4BVJ%_W- z^@G=sW@ft|qRpq=Yrahnm+-kRaM@X*{N297RKSlzrPG*g6)jyKF7Q}FeuOFoQJ2O7 z&ue@(@rv{XP&tPxPxAw7=(${*lgAy;ov5(6Q#Du7-1JNmqqDP)VCcInRWh3jIhu&c z5^d-sxV%6j7VThvVBQ;P5wVIP6&C1Na22|}pj@gdQ`(?|4#XYlQ$p8^cp&xtD|O+- z1L-SH8JnJDNIg1knXjBO*>w4kQW(0sWQdu&$=yWIUDDTDwgCY-UJ<(v4<%=Jy}~MN z2SJ+=o036HI_s5(-c@XjtGcE;=;?^$e1%+$5N+m(ByE}i{5#J{oVm%asJ@e_#)xMF>=Ns z){ef-JECw>^L)X@GNS1U(j~f~nUQ`0wov2cN zvU^{#-;3Gk(dm`rbLeBFmxp!XK?Do7oJUSlnh3iO9rK7nI{~@16j!-a^qo{}I(?f2 zrOkL+&X|eC#-iYig=~fe&oI@CtuaJ-u#DjQq0?;|6#M%+xSp5EVMJWEC`(ZD^MltC z_VUg!TDfyymHExgjO(If*k!QPbmb2jMtE`v+QP@#z-ew<+sINAu6%<>hZxEM|Z*485Kg&}IG-S1O%m-1o+jf~GRmJd6nx1_|X=N)quqM0o*We2&M&H(RO~!V3v?&m*Y^fBveV#ClHhG}?R+r3UcM-R8 zht+*Z%MWkTw&MwkP!>^Xkz9M#G{uh|YvI1<Wx8X*t?1W~uJExJcbqRhO#Z# zk6MzV*7B&D@m=F%|Hz=+>A|ie3}t09YD|#lfCk$ndj~t`F--3g+R-)_j?dBXv@loI zQ4V|GUUoqX&QVc2VD?T(`Y~2;Xfb*`SfE(-r4kuNylTKp?gnRGonV#-Q;t}w%nof7 zd=AkT>>WLukpiX%?c?3qtei#i!!~D6%WC-!UWrAWr3KwS+B^=c=Fl<1qeMgTVR;*c zTx|1BE*0A$qz=otj!K{FahA`O$7WfKtv1PMQP&ovVYq;#MpLvfOwQh%OfUrDag7QA z*C@alL#p=K3v6EQoV^e08Vdzd-@nq!kW9fZ)FhNOjRp0M!Qhux&3tlXOLo83p1udZ z`gT+?xC>O{)mhI4YEeBl9{8p^k_cPrly<(~6OD+uM-tUvl8H{+V_wEf0h{ zn%Oek(231@Ww0MA+P&G24$K!DxbLh~Y&_JEhL^0k{!xac+b#jdRH(`*Gn6EM7LP$i z7O%mcj{zzLPS>?r(V=!{6YrN1I-mmckzkk=xqdHK`I3y@d!E4va(t!NI5LG3ZLtXG zP(M^_;6G`IoobqnO@-_y=);^@QCAln2Pxd^?x^-;izI5!r@t`dqA;6?uMiQZ+K?^pa!6^B4;b zL*EuO*GU+9HB`ztb9(w|W0X|9!IPBHc1)G+V?A2P3WW0r?@5me3rO(U1ru_`o=1mq>^P%L8{WFv4w1h$)3yr|}bp?-3x5f;K zMj_7Q!N}FwLnS~!cT4fYkP&}i$v8Le)-+$#uJ!xwS?(L`=gU$+`Lpsy%wr_O2uM1a z|D+Kv-h`J=EkP(BU%P*NU9gqV;c6Mq0iPH_RO>k19<4pimAt*S8~X)2!cw5Yn?_Q( zt9>3G3X{Y@k=VR3ffkVvk(S@k-S-y4kFM+P`q^0PMx2|>3+ck#`*~A=l%HRc-)Sfy zr^?|j^QzeM+q_wn6CMVfZEuMuGy_51Gp=ppXRax zcMg3bd^#3>KTjb`+DdIq+f}sMIAnBkILWk3Vytu4R6HiSA6f>sIVH;dJ!lLS?k9l2 z9JCJxbx;+gIdjO1oEc@a?lisk+bVtu^dqniA~b|UR8T%*^D0J2LEjR9KDt2~bPH7? zK5{hUx%$hZ9pgznLEbRW`fc`ZFm_Blq!k^v^7OtYPa=e&*-TgO2)t&1!+H&6>^Z@3a4o6PV=4z?n^Un%#)s=u>UqQ{5AxJc;H z`D%p<&BlPc3g`noL zLWEe8#Mz+OSL1=X)3#~@KzjeLWc#|fWC|y%Be+U5w@Q?ak0ma(;Na2OQN>vH-SvgO zHSkf@glQ>Psrx4k6rd;DBSKXkVASP@P&Qu-Px0tH9PM@SMh?vW+_deET=orPngXp6 zLG3(pKk4*Y+&LN)IX=2gd@P+TY)nNWxvcz%MXNt1EAK$M=$3R!_5bnpS5a|9Th{=J zJHg%E-3b!h8h3ZM;0}S{?(XjH8rW!4?jTY<52E$ z3GO``afqM5Yr%m*{4Bv%ZqZL@+?GHhP_XC!Bwr_`-3dcDd!-z*>i+TDqCkkOm$_0C z7m^Aw75(*^*2mr8&NNq7F|PqGi`}s!6kqlkLY!C>G&`I!Ieye;B~2!-6zXMn!=YA@nivP>8WNadgdx3>=7}@;o@)} z1)3o^vWxbIiOyf>N1(Eyn+J-2>~-H7)yG$ynA`XRg67RRoYQ zxJ`)6Wu;XCyrPJ}WR$etS!XuIcxnRhle0&*JHnxB?lRX2a_w&-8QG(;x&r}2rePRcuB0{5v-L)}o46R6LAvQ3I>z`5l z{PoG1FVjZ_WP#z=3lj+y#emp!1CDcry)f3w_Qkd6x%l?+!Zl1ent>crJi#-H@*$n# zVb`KY_$x*_`>_K0PtkxDMK!sR&BFZD9$0*i-?{Pq6*F={l!&|_QL0<&7#Z7iMpFM{ zDqxpo2f&{`@B44-x>z-E@!oIAuqTGUsMpGXmMCP>R~N@s;o#L9lk>$cOJUx5&qCg4mU+D6LXW+&FJl%b=_Ab}(4|Hh;vyTxMw zC9{FGkh!(wIE94+>;HeI@_`BWNXrxZjxaECB4OSm*>o-+-4B1gzR+e(2k!D5*o&IMg}Dt0b)t zIWPf*wK0H2Q~_H$#>BP$7~($(7z<39(^9D}#RShiU;+YpUmiEI>S=^iZ`e=&-vlm6 zXi9`7xoJJ0BmMu4@Bhg_Rti-F1h|WjFC3hddLYC&&!5os8NdC{_(>)^Ab~^8mX!jf zf}CU=?^vS!5}apgJxO+P)b|E8aQNi(i; z18~s(-zYyQHDj{)fuh~OtNn9LS||dorp=#Mk?=UCgMf4O!Yx=ZFy>|gZ|xlp{jDm89j2c=?gNzA#*x7`*{{v zI;)IgC9f$>4+0a1)!6(#2gm;#kL(l`@p%{~4&~JL|BuJ8GJk$$jDpWv^eO*%jH%=Q zcud^T+Hc_$_BbRB7n4m|J+Ukd7F#gjtz5Um%F?obhquf17xw)}WFF)V3RfM(Ij`Yr zDLBET)jl~VRa6-Ta3uZT0A`-`e=<+X+*$#R+T=f(ck(}tK=`i!e`FgE>D#xYB>lWxn(ZddGE7@t2 zd`$nSM3y+R(hu3W9|htT1xlejf5AM(b5ex6Thb(S%)o#muxy_g5!WFNwhD*rHzeBg zIV2@eQ?vh{rj}k5+Ji#FopIql@to3*HOAqZhUo=L{+wxJGj_`v%Fm!ISqy;KKXgLZ zU_cId@2PhP75#BJHCO!xgnkRJ$0$%vxLPS(9srPp3i}L^5hCK?#NQ3MO=?Q&@-8Yo zCAVy8B5L#_+{b0k{!dX45T;nLJ?o4=nB@{$u=5v0LHS%Z2>fjL$EsngltTHp!*gc8 z`OIn~2{Ve|rjR6!$Bvmw9Ck%PAadGUQ|1PQY*0b`j0hG zZ~AEsh=Ug2(Q&Z>EfgRiV`vqi!2j{R<9DyR3m))pSVQD3)GzT>gZ$KLSyLGj;P@N{ zCGkI1EGiUO=x+s#LJrMjG`0a11H8G#mv2L`mUsGH*IZGdTLD1k3 zDn4U)hL~aRdsz^)`-c%+2-BDNkKZu&Vp>q6`FHuK*a#zW3DVJjSUI5CnIXYDrMm#_ zg0h~+`u8=DAqkPupdHkpSdg{B6XQN0F=h(L4;6aKylIcAna6l(!e|@FE23 z5R`9f=-Z|oV>LV#*O;<`qsX%)Uti0%8xS+Btm{x93%y@UHu&``ze zWu@NoW_qU@aXH6t7q=#&jm}7UuyI;{G27Pv0=v|i*40FXx-NB|0Uk`6@Vr6hd$ryW zC+b9c0xFoU9{(K^EGY3Vx^%$BW*B6 zkzj?ZA`18!NCdlsB=dQ*@8xc@a*(dI&kCc+a`AVv3Z@)i5oGm;a{Ad(R9VWX*T*WxbO1d zljp!4g=SH{spYUZXW4$BwPpb(hX#>u)umPn0WH&_cgC3v(LnBBv{r+0YlXDI?mASp zZ2>2ztcJTZz4f%gY7?M zl**wB^ZdUC2;$3YMk8TxKP26Uu!m(ULsYl}g z=bXYEROWvxXyV$mf;%}%4CDO_C^9LV|u|H1{ctKaKE z?y>^E9-#Rc7lQ5KIR8cJcE8J{;K_Ys8Far}(3!%Bwo{&(GwgnvV;wFWT96>5bQUWOLPvc{Jo=Q& zKo|hY3fLQiL;F_h?l*cE%7HRy^oAx|Xi#Gs6FmP`&ZOZ$tn5zsM&2hW9_y(wrJul5Q5SKK1Vi?+XINuS z;m(WO5buq_(-{?Mj2JtxV@MN-_}wPK;Pjfd_3dL9?*_VQ7Q?_QeCZg@%=rScPw@A! z{{XWT9FMXGtZw~O02IPNi3eu@oUXHSmh*M)VlJcAo`vX6MF+L_O$W0-c-q#i&|~+x z#4i#{aCCURcNUTlY?U}O#4-v094U}sFUXgM-~O!7p^W#zhw)hcqlDpedIvgsN!af+ zFl>tue66_+WU6WRa$l0A`dkV9kAI|;UL`>&=b<*{2Fwj;4dx7CvM1?Eme=twvmZ0^ zS)H|#b_(m*bV#DyRvZIpfsjuF7jUb{D;A zweKKg3o;MC-#pcc5w~~5w9G$js6H`c1n>1ris-9q8b^g~Cc_Dcc&R#YUoO&;@t>cRfBAMa^{5}^B#G8@{C#^zsBHwC zqs2x_Jc;E*KS-YBlNXnk)t`q1%`Q$Hu_gWyHyJr9r}XtpIb~DEQ?-0_60^2;eu9L( zF0i=0N@06NqJPB;>}JMTGUo+zf_PCJm*5fN4Y>EH=?;j+_@fi6`lHVyyF@1*bC=!{G0X1efG8`uE0T0{UMjFrs4G{0b3w#~7HEhpILN2=P*7 zus8;SK2qj)YeU*%vE`pNGz=JZbsXp26xD>P+pyouHZIX+BX zV0@N7^Y?pc#~Z$A%e*&t{t=YI-$Q@UNNN7p0_M8E$y0xkkf$lE&M`QCd_qVvQBL5{ z+MiDd!6GUFu{@8!#Y{U@qjA-;nAA6L@+)4}9m(z^mg|^-Y z4`(=hAXhWE_BD|2SE)*fVsHPGrs4q6f;iTXGFYtw_|(~;D;)Y;2V$0qhZMy;(97ED zGa+W=oWs?byq|XESzqj$a2LdE@uR4{U9f_fd{ZdD6VHF;9ob6xP#7Vx{bAHwA;>#G zR7E>iN%BB_%?A7HdjYW@CZEFLx7iv;r_qRCCP-qI1&)jb(vgSgfoWD?gqe%0apeF{ zD(G=?Lz$RwjrpQca*F=}4pH*S70P=LoAI&B7*E-smm>wu(R6*(1A|Ky`Z}7YDjmJ_ervz~n0_XnXP2G#_cd?z=2QjSZv|z-Phw zFb&UdocIzkTL}6d#StVwImM9FitPC``>cBxvn@0!%MQC#ZkbwUVAU|Y%ElzOtyjzi z22X5p=X|5vetfOss^*ZU?b;*Fx`+mLgs!GW#Fad`9Hu@q9`_HF(<0|k<2t(7#|VGl ztfz(~{9iCYD$z4Y73W(*#!tUzBk_-ctTSc86zTi1z-9 zRy1BM94YNtI)0Osk2~s@z$Y|M&n{W0pfd4lr{im|%-1ijn?6cS!{J1jHa`HDC!_8%; zcO=JOc&2jFM^==+Zp2DPR{6A(zPTFZh9w9PkBYQKPu4i^ih}||X*3n50A}czocw$% zabEXGU#7NrsT!A;yAf9t2P**s$16 z@zX!BKHwdgz#BkH+F09xXfmq-X~bx@Fk=3u|ID=Cl{+D9`TKD97&SDt{l=Iktt}PU zeS7E`;V~?yY50nT?&g}y^s30a6lTb1Hh>Ay;JlAMuBT?^SB-tSA^i_38sgI;aEP4# zYB(pWSt}266h~@T`Q&RH8rfFzP)pbdtr+V>f6@(pHgyI8&<|ontfy zR;R_?gk^y?IvI6_A$ewT?y(J{GT;2#51nCkX1`0|M+FokKJ*cxZ8`n@TXZc@-qy!p zA<(QspE4$ZsX*W8i-$z%=m#Ym)X){X}PmcMI(m}i2Ss0_~+{F+7p=`RS-5sRYXt+M=4J0NC}-x6LAGB&Q5 zgtkZX!5Rd?%Q;anx2-C9wQmq~-yI@>&E1<+R?JLc0SQ?Y()3;M%Y?P~p^L~}dYvIg zBB>$SLS*X-*aIUI3&fo$XZDvBdRX8YS*E%1U4HQ>^~UjLw`Hwye_*~_GVlcY zbl)U?$JGX`bL!J_%X*ZIKCpM0SXRG&xDetgttT5a!x7S5vnwb2j;uAv6Bc(8_?v{x zbNd%_95VO0?zu~TjgdH+Y~EX0>&z1sBDI?2iFA%IinQVDw`*n?TUtS&kVYb1!nu0} zP1mNvt_=alCDk7by@@X!SYyg9T7;RRbON%Eiq3a+L)4R}V>2sPBLp)gDt6KCa6T;$ z$;S6cyt@3w<0($)*c#TDXu=G64Xf4Z^YzE6W(8{)m=@Q2TNY=)$Ylp|M{i8y*8XbC zi>+1fBscl5A}L}wxr^qfVCLvDKPr1 zfK?(+dP(dnJ3@XoBz%rkq&b(%5IwIUhTiu(-{;FU|0+^ z^2{ovLre`U3}B}ydBVe|0oZv&B&OC^P9ixerPXNlNlGNGo{MF0T-EvB%ZwMpC#8|r zzz$~GF70g>Q=d4qv2o;bT%q_(F14rxmElGhnq*HP$U-nkL+s9&LK*y1zbGglS1u05C1b z&{BMB_)A+&86(77(f!b-0$6sgS4C~;hb<1ee%Ru*)5HilY9*E~#@fQL8z zb79bRhwcd9hk3X1q3nFX(guma!s2knpjzXjDq*lDvk0;xoVj3VHBdFENQ%~`Wn;uE zv53AJpS!?sWzx*!s%huo>Olei#5-qr7=X&Q@H_#8VlEWu|Dt4<3N z9TF%btD8er*b}&J)OmD2l&`oqyhRNJLi-KD%ATpSm^Jl$nKV-|lLVH0X09MVYbsP+OO0Eec$)= zZgkWrYg0j8B-_d5j@WxuzLidtvbFY9UO{*^cB8op!Ula6OJYzJ1SH9>grlIXmWwuP z#Z@VpDB-cw*NaYtMpidoIffW;8-2tq)`KAhK^W#3XtplC!KqnodFK>1A@DZ;c=VlU z%S@$?$vPrs#+XkngsSjyYKzRO=^}Hgqawvc6bMgBEoBL7(eretop-kDNFB6H%^X;$ zW|EZ697Y>6T~k@-YHx_;!ndVDdA21N zEv<;0ZCdGG!DwRM%P->103>;aOjVMU0zf-LCYLYkdFs z1`4oj>LkM@(KjXZvbFPjT-OVWJ89O_&#Z}4w`vhcF9i6W{|MaF?`xT24f`8!DY$>_ zR+ymGh}4l44kmH5u&saA;3fa`I=)MZ=0sJjQzv(NW(TjV$GwBy1PJyRzo!?siU`p9 z#_aQZJt!}Iq)6?WEG@=-y6SGY54a(iHsv(BWQxLDnDu&~{GNOWH&1@(%t6hvWb^jI z>f7RCjw)B$5)vjut~wj@S;>Eh+Ick+LaRv3F_2FcEbxYSPbNnEymJj zW3o@aU(Nm?D{FP8VU@R=WR!8; z1nP$h;NvgV20_(^T{;fNEq3pLJhB04LISm;0785C5z%r6cm2EcgyjAtfx_>o3TgBA|^OlV- zhw3-foL6;NK~$iGTW&4Zo63eL{jHAMJA^rGOIm-(8UXHYWZmcOM}OWNt^G*nc$grH z?}wT&pd#gI7v!?4W!PZM76WE7?D28{k5?+_3<#-wy|J=Tim22RoRlfAI#D$(rw1%o z@FwyilwBlEzFCoEinY&mB8Zo!5VUNZ8H0!uJUahA?VO3tpqh5%*DYyB98uZ2XNeF< z*E%P%xlA~?LX0>T{9;00(^~|E85$Puvn+(z!Lct5P*yzzflr5va^xfl_0}{=3PI#A zP>E77!fT~zH@D!cS-O9^KVxA&#MH+p=$^)y1(gzRBkmVDR<9dByXMxT222{YhLnsH zG-{TiQ*_Jm_A=&k_U``R2{>LRAPq?~IC;m-y&{t`iRV1~J^hQaqFQhlDKBn?LjsBb zAE8k5WOU4gqpH=whpxW|EP8Ub5y`z4tf+Y+Ifb$nh%C045d2!Rzx>lAYT#NV zA;!kiO~^-D6yV}EV1a!7fhax0lJ;F(1zl8(xc>7Pg%=;20Tnn5UYshjCJ}x944s zHn;d_XrqfB2n`56%%o84uuPg)aOaWSQc$g1CXviU(}A5BLjTyz{Ehui`{>Rux_g1e z_1>>GRqP@xvR^T==Nlus4*&W?W8TQyd>wp5J*|YGxx{{fVKyB%E&1`m{Dk9Gn*YKJ zA{%pH79Z{LS;~_gu+>9uG{ts`6lYx-ff??mtcmQuzx{E*kZf8WDnoy$3F;TrAt^bM zK^rM~B^)%$Y@e3>Ao-Qyc>&o$kl9v3#`llZ#F20MSGQ`L*M}d+sbDAZ7J^!~(5Mc7 zq@oj)AMUr1zAs4nt|XXSRml{;V>c7tEmjggyx>jo1T|rAnMxY;<6iIouR=pgr5NUW-OrnLJY+9GP0DNPvpd%1C03BFrDx>K?l~IORglH>nBT zRL^ETD#cS6?t_%FV4tfA&M^$G%Mn`!2*B(*G@pmpP z6@X92eOUC0WZw+V?!4)6Fzn2)jy2s^tXxG;-)JeEm+T;OPgo8^&xbGXoK>P-l3C%= zkC0=+(yZHcdWVx3n#qRevr0$Eebzr;a+i3>m9oL z{*^x^8Mexdx#M<>{xT*kfX3e-O~@R^PxCkIy@fy3c>pTha^k9hMY#z3;t45Tm_V{LUB#&?VtLbT+)MAtH*Q>9BUtKvHQSb z3gUWH#f}ByCK@+>^qG~HHQbo5j&P(@C`~emN;$VPPm3i!^;LJR1-ZmW1n1923NwWkQCH*H-~YH6as< z{PE^N8HP=n4Io}5S2*EPQnBbRF>G3$Q2qw;l}B@31>_)T6u;=NOVsiapy#^~!^bIq z0Q32KS#FIb`5_FMvPXfzBUovh?h2y$1oAIQA$1@_E&;~CaP6JO46IL6;TtGayc0|! z0eMLF<3{$SqF=REgR$8c)lG~5C(ypyoO|`DvgW^90$7v}Tw!qYoOC(D7;XH^sp|~GeC3R+(845z+t~jy?`v;7>GT_($zrhfdq3qfU1KnFg~rj z^_4B&E6eb>0X(=)B0J^E=&MRWwN2hPP^A9E+Ym#Y%SP&1Bs~ZY=vzc=+4d1vILc$I{8^ws$nMi1^<9a_mDuU=d;oEx=w4C#D0K(Az2&^;=!=EvL9TP9aI5x`L%T5oaKKnVL z*?p)6hgMjB8tMBANc<3+7`GE4vUtxWGxi8uH#e{M_9bLfsGB+3@?4G4`tpuLr$TM| zAPkaxoCMFs+Yc?4|EU+yw8GrxUXV3|t5DE?>LtqD`8#nR!X`@D46WUSN9JtM9PCx1 zJGE}q16H-YDcH=fla~K)_2T;WC6yMaUSj8A%E%Jown) z#Mm}eg>^W=9!a6f+wt`cnGkw$_X}Kfhp2rrh}&WmsZA%Z6V~kfyehYjyU%S?ld+uGri+r5dBSV1S4et4<7YJPBY6QB+a5OvmUs`bHbzk3<2Z23u+gDxsX z+J3I({jCE{*0t-R@im{A7EH1ATx%t9a?`ZmWO+T?rWTI$jd&Ny^vw(Tl4aC991tJ^ zk>UzDhM{?q#b`XlTwc1iA+m&n-=ZFVXjoycl*r*ajlYzzr~+zX>+gPAJ5c z?|UXSEr1{zoOHl|PS_~Jz=PoEAvXp(Ietd*C?QkYv8Jzy6$SXLuSL4>_~yI3(Fb8v zP}tOi#MO)YPojqzido-It?31Uw)($P(NW5E_giDLZG4c!+LT7p6+mJ^-Aowh#|kPn zi4!6(=YrL>9effabGTya2uO03MRKxvE0bpwlNxT`ViUuMz1fF+CLG!P-R| zL~B>+Zr^lXwbXe|JPjM!*%PGL$AM>%r!RrUk{6%OI#iU8FOg;tWO#^LaPas9Y18Pc zWjybeMGB4%&NoJ`c{ZsQ^G*UPnt2ngW|c~s1rjZTuD41UDlPS($QGOw`SdCz3>FOK zp+C5pIQI`n8+7EC9ln@J+rOrYA-(9{TWv6oY@eO>q~I{|QZv*V0IHwj4N|REs<_z6 zixrb(gM!D8sI&G~1Bq`n`>{@PQg(Dur17WFH%kx+E%|OH(?7C(`ER0PwY?pjpM8zO zEnxMhD65O~2jyz|_uTWCIZD{yuF*Xb=eNETCzkdvOHr+eEl?gaFiRl6xAz;dpxt-9 zL*Dz4hXLkOnLR?q1eHMYmDYknBt-RX}w==FmW zRx+0@!+c=%B4SWg1R`k?quU(ZH-85@DXWKAVw z`q}~a>=kVgPNZV8fHtR}>rHQ4p+z`lh1Uzl)2#od%PNug5s_2Rpxu&+l?T{k$v;s8Hg(!J|SVf#FTRX)oUj6%E1Hh7%k_c~jB7H-J6gwQn? z$g(&uTv6kY@vG@9C`iTFe}_W62<=s(%5L85od3fr)MM9LN`%;p{j7&Cg%y!8{HdGI z;FOLYXW+BBA6J`)E*P~SrOaZgQF!DS`C?pp(HwA&O6j5Y{}5cE|j)VG(~8 z=7sidQoHf2is3T8-l zLvDRgu{bh(=MJ^_>uy6Q?%>^ z(*?pxqO##mkQ~6SeoVXA94B6fj)0n(A;Eim2M8X7@*?>L(JqpgXjll!Sh}be(B*lJ zky1+IZzv=s`BD}*xPQ<|?bGO$jdWRA-s7dmp~;&}@UwXq^>^N1WndDlw^&h>t90l4 z@fXCM=%jf|vnDJHJFf{JL^9zswCRTzd{ZwV5GL+qeirWqP=6F7Gg#*I+|9@aM{xm2P26W zb9bGG0ME?xhs`0Trlzi`9!D(0Cw(1P2oa=Ru+C3SCG4+apecRg4781Ut> zv%k=ws`E59u=@oB4iwqT<Y@%$M3V3eiqNnqule>XUP}A^=uM1{dsK^-5y9J@A=8E#eiB8Xf25w=Pauw;smex;n&*7 zj$`N5&gZV1ir2cJaYWeGFq8X$e>0QQ&ym_<_rJam}j0?J}R#= z5qde#8N-}imY;X`gZcGA9TuW(@Y5}I%1A{O$duKQ=?TBk3mLu@Hnc(|`ZqdSH?uC1JmfDh!l)s8#Yg4}g-e%JZBF!LdIz@qeDimkD6Y_CKCR=w>N6TZ|qCVJ^&mBF8ve#f}tay28_c42=*sS4J{4 zjgcSGfOZJEVfM6CJ!#%VRGa=jx;01g04A7pxCcm%WtU?UZncu1p)f(F)VtU^K% zGi48f;sgi?mzm!(-kfl53@OYDJ~@ZjA>ZY#WMfxg%nyPpGq*Eum)YvY)tE?H z3MP)U4Q>EY<8rEwn2^o-vS&m-ZuCAy^bJW@4NqmnymxHwi<6>J}^iS&XNV&Y<+fi-pYAJChPvPW60|BcotDdr(<$ zI(J&z?HntGl%L_bwYJYCNj+v+II zC#d8$rHxLk+Jv{H7dEV-r-3oT-((*;9%4qMdS0PM@QhW}9J1?5Nwn=Xb(IlL2p4~M z>gyhK1iY;5%9}BE6?%(-)$JJVmXH4-Y#O#bU`H5d8$71KbULBXr$CaD#oE-+2Q-z> zK-zcWr@mq2bxG_|QR+SRXEH8F1lpn&?HxGu`_gI#iMw?Px81?JJQpx`QHHnO$6o-c z2S~N~ahn|m?&<^WzTD!%&a~9TgW%zu4BB#34*|eEThuO21DwcV^7N8i!lCCq%qezuC`q3RETSL`JB#6yX`BGbEs8QjGm?_X}86#9m1%sSgdr5d{Pe7!?yzI zwY8q6eO)nEn|KQ?r*HA8<->gpW$9HcT^qNi1WI%*6P3+C-_MG3{NBu3Oc~cNKBCwX zvZ+a{0&vkYf>`K^7ynv$;Nx<=Wl{yd;Mei+*{;nQelU8D%#Zfuy&Sg8o8^Sg4)XK_ zTxBmLn3gE_u zANi&Jh=2&{K2kPle`kV)Uu4gNqqwI;KgN|M=Xv+|`n@l4YVP`cb>P$2IB;>tXF|_4 zW7+6e-d8j$l1qH%J%aEGT?0!1FNVq2ZwbIR^S5*^`_`SK+9yu%2WQD-GAUPxEY3O_ zUJMet-$L!Rj#X8*f*wdWe*c$l*y|O56PAA~V`%6o3bQTcHnxToO36hW=W}0d5!;HnfBiJNU(ez%hHyB} zjxNlMo=P7}uT3JMymrP1f#GBN3Uot_;00p8$>Lysx}igA3vOW|*x0OZl}f?1FrC3a zObZG(rDAbwkR-Ltf@K1~NQF>sXgq(CcG!Sw2 zCShq8de#+PCE)WP)S*aWDZRc3g#oYPXOI#~B+uUnErh4p6p|(sUDvawfy=)oHWKmm zv$b4;ut58iCJTsrQRZ>YJySQ0B@K(2GsrKrPS~vQjqhn)C3%?_r~j~IK2|gL!VMJc zQ>$blA`$;N9J^fJXOwVj7B?qT3Ilo$0PW>ymVRHoRrV8gw2FLX=fF72Oy}dG9BP5s1ucE z3P!~#VRFi7zHQ&K&(3o|F~22KmzCyCIm`-O7X;KQh^V@GU7=2D+#%CWQce-3Y3ZNf z(PBG)I=t;(cdLiW`$jnDl;-rvfXRYk0{<{*O7SaxGlcd3cs}wKn~9Vo}OFGnbCmw`-ul&`PUN%TwQUAFIEgscq4u z-^r#v3?Aq5l?Oq`KuMO~YX8hi-N@v0f*4QsXv?AUQ^3uxFyOzD#)ZIP?Yn`YrZ zvZ}5aosiN!5)V!{-rJI^*74m%GT~atI^mQcjW$0E)g;66*G}aneZ`NFsVf9(`hfvkVD zg8)c7Zh*7{vw-iDcHmEw6uJM8b_7f)DrOjf%GSCS{-YgIS`$5E+6D=#SY2=g>=qL) zOPVT^o=UrU|7)c{UHXmJ|D|%sT)zGRO{ZXG*C2zoq2MsY2_N`)`fH*B_N$an$>1{mQoAB5(`ohG7(r;wIl+e6V-}^HJvYQ%1P?%12rhm~))dTs4KP zYVCTO&n8!h)^UryjO9hQQm0HPie2@Etg7vNsM4ET=fwBXMde7Xo-hi#Pv4~o>?v)J zqNqPzjD<@&NruI@JNYdDp$=z$A+a>jE3F}RQNHT>(uIR(tIg(OA0AK&BifwSyx_L! zX1Z>;roHZBUllMSEjn3W^yOm7*}kE_vE|Ff7B6B#LTb9L%;rW_Se7OB)6(STdafZH z5~YAqVh+o}xMBjbVxS@bu<@u0~RD_wT;F!m=Xys83*j@@Rcj|9`|tS`uM~2Q0bVP&b{C} z+AL0Xtj@YM=$3$@Wkin&ncY?@ugm>Cz$$y0tV7yN$Jlot5TW z5ea;5c`%8t4T4wevSj2#sz^qwIBlKEQ~ z=4h8V)Th@$^})@|ZDPEn$hSF+m3pE|6mfjd=-F^(fJ9U{+_xtNUmb)MSw5Jq&Jc*{ zE>_&e3m=M-R;y;tieHek=so|j6Jk=sO-W}y@L~xr$?9@vrVQ+(*s)+w@I-o~uF#x+ zwHVr1o%z>C>7Kq7?gfe!zRm+?=?azb*`2dOv~vniG=vd+$R=2*83?Zixa&7sOP0TI z_PrOmymPsE*BsLki@iS`*RoLU7tx~!$Lph^`^TN3FGW?YBZQbkHpdmUWZF*qCude@CxKl8d9f>skX7nd4$qzITG5&- zitVRq5xOP@QKs(s7c#%ZlD6etydI8}4y7pqMk(W-x!5oLudR7}X26J)=ml=T0?B3! zujLxm`Xe*VKTrW^pB4!qIPyL3HLIOw#|KbLePTuRSvL{vZ0&jLl{6-#B1))E!#TB{ z$O)jpFnRs8!ONTj@Yp*bao>ITJ;qW%dk`fmw&ui0OAWqpTbb&uv9w|HAKkcfzZJ>9 zU>Oz!9N1_|unTvO@iCsjG}@7iAg#>xKSmcr&jR<6u48NFk>Ia;GZDvn0uOFZ$Q;fY zfZ^K&kGM>&5z*HdA1-{C$$w|h|DZ{~p<1;wm$^Thuzw5S^(+o(H8Gmv^NDbMm#^2A zTNFc=VrTPY?BO^qjo zAGc(Za!K=EHKO)+=oI#8sLJNLtfq(TGcAR`3!y?2oa9V3yn7~$#?P}pyQFK?I7VM| z&zO2MstZ|v@+mKfkvwL6wq0ofh${oq6F5~JN~H;&B%bD}s4TEMn^UlVQ0Z`r^KJa8 zSz0uYzrad$3gM*%u)(^gN7QK3k1vz}jS<-IUEazC0Sj2O%4TEBD$!^&V?&{6967ud{kh^h^L_V^{#4c&EGU{YNP1%G4xeP7CZ330PA+LRnVP5;f+Dgf~$0qx9`OQPgP zu?ojj4cB!ETqW;@GN4Yemlm7g;Y9li@m`jme0^YZ{5d7;o|i8g3r@|+ssYKKCvuJ^ z3DxD9_XNT#Yz<-*_^82bO$Q?;o6spDP3_g!q{di3+3SE`%U#geQGqo)?Bp2u2*rv= zV_FWC@!9JbKd%)w=+6R>L!K~D@DDynL301hXG1{5oE{GrEXQgib7dJF>ks@FJ_`N| zA2NG-J38rPt-Q7AMqtiurX{MNen<-dNH8Q6=cfCVhoo;YOX_os@<<427T#Qu?5(ZO0{tSl03Rrz3_?8!4ih`qqw+#uGXECCkDMuuSC8(G3Fuo+x;Y0i= zOjOLw+1k8yxW)6&8NC26Lwr?S|MHlRd zBqygYo-uMW9=m}H+NiSw#0+jPKKwUcI?%ZZKPX0h&3@@7~ z+bKmq1MTe-#tB%FcOQ43o_1u^pCx~kj#DkGE+RUF0jE8IYx3mBaBe`DIFWM^LK#Cz zw|Pn)Wl&w#jaL872oC3`bI31*X zLB(FY8?dTvIt}~4y*^ef!xoL?GUbYQ_x=s@vbY_#Fg>dfZpR6gq1Puu=l>5=?-*TK z^Spt^wv&l%+qP{?cw*ZV+qP{_>`ZLiwsrH~-~F$3Kkn02PuH$ft9P$r;qO~M?w6lb zbGy>9;!omDX4Cy*x>H#j(hH^Ww`X>zLdtd)j-SlZ|I)z*M4!$OilhENkH@QKVeYZ^ z*kaVP6hPma{MZ69b_;A+qk_S`L_!xfgek)3 zW!S&O^SYU2yJ zg#*u<`f`yk_Uz7dpVTd0c=#i*;FVfY4>uSdNqN|zKEaXycNdWz#U*QoCjYsMj6k2f zOaI(Or0x3T)bX(4abOJYJ2~-qsY>}MZ{@3{Y^*hQh!$(qJ4}c03zw*;e3KW3~rb(OV!~!TtKqISFYI*CzMvZIR z;nsDRT<<2a0}UCrf#OE$gEk3}dVGWk&qB>nlt!PeVMK{QMW;3zsgSrtiT(JXX%Q!h zMQc92rN|wDkednGTXQEbW3ftkQbegh9@6CJLtHobogh&ID!!L=OsIFCpaROlf~els zDZom$Y~@YvoE0j25AtVM-KQ&y?x2`fX_`uG^yinA=HEHyBro<+rxWp>C)q$|o9ulk z{@uE&22e`)hwa(mf*=!#E`x6An`Pjar8YTdgN=j$jOFzy=994+Dh`))aIJn#7j-*_XT(Z@IB%bd{%LZI|B&UH8t9)Q^pr}lkmz<~0 z%bVf!RL7-VxT%wo!=8i-ThD7x9=w)%YrJpw)X!)1fR-{&*^gNlhxY{54IaMDn9{qA z7{ym^izKw)W$TI6z>OXDXesUC^qj`EpE22G8^&AF-gDG^pMO90d<*10zWIHv`+a|Z zeSf`we|~?MAHLXqAN%!ujeP$!8lRY+7We=!ei~U%snPJ~1uCu-LxzB-T+p{`5S)P< zx1>XmL%?5p6s0Gp*;Nc3k2q(eBFDfa+{0xx2SVnjZI$gq-{SZCI$o3Y>`L|A{OS%%fzNx+qXel!V|!N^x}0s|ZgNMH zChx5p>z#pv1rn9xk(d-XX(NsT-zyo~FUj5~rxv>7Y}sK+K~JYed#M7cUhvZu6d1lCYDq*1V(W$BcdK5rk2wBXuuM~orvm71NORClk_ z49(2XoJ1<-ThAZR5JWHlZubCxfJ_!-VGInouLIKxkZbEF zrmr3#gTfy%(>21t$HEToRvxTBZvH#4d}XWucOc$u@scB?!>?w4{loX@%#VA~G3f=L zM9e=mu&3?7c|Ckl&u=AZ>iZ$(d;1h=cGt4@qtkw&LmE8nMWukNk6 zwVx84*%H|X1QQC~2EQYohSpeo^RtXhkRr#)>Qr3%ecZ7ax2*u=$35$)`;Ct#CKy*> zme%zihXiu9W#oD-K#5UOe6Me29t|DB4J!hQK!+S+hMNHu;;Fmjv;pV70q3+K8r@3; zNA3yEzB8O`uTj_5&&&^x(E`d0&VjvwTF~ENKZH^PjM=t=t$i^eJm#^v*_oC?!*pG* z1SU%5KHMI~qbWOh-p0A?KzZ37cdnSKNQn*Gh=D5&vs9)i6a+w}B8N+5?@bgeV*C@; zh%y0lp)Apv66r)2YPqxv+W0~$8f->F4`i#WWULFEt5Z2c`-|TgHdl<(?)#K?e6jI) zg%TtIjd#9NUm%KR7xsyjVMS@}K7wzu548xqz&xXnf|{dx^`&k zJo_5`WU=%8w>G_7_sHnT<@EQXzaO*VZieYE9w z)?n)1zkSJ0rdgE|LC*PSs0?#rKNFbo!xfDZEOc2W>B7IV;+`G0P0R56knaaMvQso^ zS$^ikR#UR91ovJ44oId(#+_3z!|jQAw$4|=t@%-3ANODtl71ZHup%T* zE&uBDLmR4;O3DbOZ?ns?d^iRlp;9Osq=Xi{gzQn$je}qTd_2w8Wkp4V1rPE`)3ZDW zufoSx4=qK84Z;sC)z<+NX!9M5BZ%}raeO!$WW>jtkKUFl|*yJ-jO8$|z2Z(edpdcZc0^@pX|=GrYi=Db5O$1AI}YBsm9{QC~Es|rL{)q54% zirz~Dl2|3@S$}&uK&tPcSj`q#Tw|%xg{Ct3?VPu`v!*(X_DheLrs^pMG;FxaT%F+_ z_s89+$ z-(VgnpaH?VA+W@rGhKd2Te|HF)>kYUiz?UiYanEXAv^NshIBZI6j4>rI4^kF$I@gg)d;%I{w z=?*M+Ve+|-W#sXf(-^{G#E5Hrmka3YFt+gclJ0o(yaEK9h=C{DSREHGBA4N&I&S%fk zx1X6>cspa|I|{q0e9Qakl104VH7`6>pJ>ecviq&1$}T)UoV@(rdDGze47K|SxAW-I zaRMhVPC_?RCkJlg6g@25uaE*ozRxf1+yOVW4`B0<=)T*DySKLv1y`>u(fd^2hB!TF zz5Kks@Ugpp#7^eV+e~;Tg%EckhYaY=fnTbU1ZWPYrC%GRKfi8!7mXBpuFISJUN(b4 zPsThCCJYZpPM`mDgYs*h29Dph(Rm7dd%yG0y)WfzFuv}_AozzqyxfHI6Fuy@=t6cr zbMsRAx?4x({Qs4H|3(eeLACX@+d$=;_pIN1y7g5Yh|dk3GZb*MZbP+ox_6r}KZpjM zmLm9WH^3yMCwQ`X-gY4O{>1S8GXGQiF6rr;g})e+*$leVCC!J5k8{;qc;~fwG5iP* zBD@<rn|U10E&?P0{`Jtcq=wl70)6<(9+?s`sf0V)(wA7 zDl5KIl$h<@kSOn}Oucm;^ep}7u0n>Vku&YZqpK8VKxSdqV4AcWmwmla;NbPxt2Z># zRyP*a0_zKR3HS=xotb(S5;wu8H&Gr-_BPzPKXED#rAt4TXQ#_~lOB(uXb^4rxCmjq z12FCvu+SIrq6EOlhf9LLy*aLyn6-X&9pbahG z=iGJidKWnmg&IHEo4umBkx7qmbE5Vmm&wa##RT+~OM_STg+9e!4Ql?gpxD|H*Ivld ze&fAThwBEcKEv2lFv!_w$TbFjH2acwvTe-x0`Z^0(*511!Xevsp1l{-M%gPQAQagb z|I@Vctv*GkA6ql14-_>owXeRP!OQR0L+iTNTYs?W12)-iLY&F_T95$b)K+AIo&2&L zeefQ?Id^}Z!XG^otwL^8?&R%_z)Q)xd$N^*Zk^x!eM#)|RVTJ7-?PG8eC}ZUl!Z-w zUu)Yg3yh(LQdN>*d*t-8t4kZ_g+bRxVIwI>X}1^fZO6(kLgha@Ap%@v;>+7xXp?*U zYB=R%sPlmfO@5~8J9vTv?b!JNB_sbNZ5L=cu zG%4TO*Cs9e52HU5AHm*UyFZgP(!qz07}}EEcsK-qPTbT*RXvXwZxPL9j)#AuP;r+` ziI4a!?~Vo?F;-e?zX}>2H-WtCbQf%-gse-7rJQT+;aQ)$4dfZUOq* zzcLAxSMCroXu4Ja{L_9@%?zW#&Ci5PzLx4Rn)bY*NW}H!D$%Vj|6kTyr_K!!6nYw}%eETlO z?VeKAT}oA06wgWGN6Keusn7pO*?GDP1X)Vf`5(ZBrK`B2lV3J{i2UJ%_@T3^eBK>* zMZK-V5nk?*QXI&Yr>BW%bXeIRnwr9+T`dZLK3aaC$Xt?!Sk?`GeD{ACtA2F-FqThx zlieE1w(F<&LK5g;6=j7utFzEO+m!c|lE8?@o~}wP#Fpu`#{^{X;$){_v4~O%?vgm~ z6=A6S#B=K$05i6~fB9WV%i0CDFg6)qs~23PB$B}@s{RM#)9@b*!8P4wfhTAfcUz~H z#N>b!1r=R{;tmsFqmo$u<)^}Ct0;Z(V^hyjUeRe=DBKuws6G1MX<3%w;g3qUFmC|( z!7vQrILJznYP#j_?&{JR=5iK0ajb`Oh!mXcbcb>oT9eLp(_E*j;T>bK=4qR*j>75^ zrr^|bN^*^_zF#6n|1ZGV4?wcP4}hvP&i?>T{|9jTAHcSrB1Ja!V|F*E>)VE_py~e^ z{$lC%vA`$22&;a0s_5j8KB;R}y~CKer6{}?W<};!IQX)5W}0MQK5CBKuYnf1A3rIW zj6=-^=i8LD@RHHXBqi9mY`sT9J6NjKa5gZ&!&5kj0iCATn3iuUHGO*e|YV49%?x7U^6Iuja z8^O6V@`?^osu5XcBV)-)cv@my(rhQSId6=Q*aaff<^J6bUH_StY;CqB-7QLeEo%Gl zGS=mS(sfN9dTYC*30J3pYmkdEyfe&lyA-WpULpq17}fOYo7N&{n|ZbhK#$l8AGY(5 zrC3uvXCQu;PwFou%Q>Xr$)#B5_ocO7T`f7^D)=lr&mN=oNy~Uy0z0B=j+Ev!X?ZWy zSh80rXCtTiuuL1CE*%C$HNRiSPRp@5roVT6d3cGh{MDgOD3az$Z60Jj01-bqqUfYI zy#y`tRO^5dyB6KY>z@k`^N{_rfZ1KWUUDo^-1Zm92yBdn9HF&>ebvS;rlhpI8krYQ zC7w^No`rgoA3u-8j5Y2+RL!BC)M;>f53n*>WvW%qCB+Gm%BJKhk<-&cwVij` zG?JeH?Tj9gNxeFLR%F1RX00sa723(KdnoM@$KajU+$Eh|s55)1G3P#K^>PN8cXt`` z9WiSS_Pk_sW74A1U%NzRIj6m6)i1nDNR;h~KebXke-2AWQ>Yvv6>U$mEw3U?UT?2D z)+WJ|kSrAPe=m_Y^ADK%J$q7w3_glm-^3t~CDFRBq zObRF9WzXlH?i7+b07vcbYiuniX_$-*fe7UEBePtHN8%NT!U>2v6eIt4F0 z8O>$;N*k#Tj%l(}nu8tD(UT$`j;7X-n}_dI(>Oxt$&J$cJE27;gb%f`eK8UOONIll zd>KmK9ORGD>C>OZ8%-uYPbq!Y__%GG6(maDFFmlztz&OC3N;5S^wonsIr?Ys=8NQ; z#*)r5(Oep~!{6Yd`4W8^uFo0oOautv8ZNBoT{Mpi1ljo19_SWzqhx6|Bc*QYsIbzf z4$`K|qNTLc-|9VM`GDJe+Pw{&kcwfRZgrf;Bg9S%90SF)dY)dYK{q(`PBEl)fr2h4 zVMnSUu1^!y%X}4wuBu|R3Xd99`}lIY>#8)L$$ZR%=13@hIX}AE}8fjLqI{w@!f35(3>Uiyb)aHQRHl<$w)y$50WOUea z!=$`;kP{2PENT7Jfn@QIry_!I!SNYM@Q>Yd_Bu%_HikUFr10>0{QAhSkTCS!8~POlpD?0)xVS)t~z*%j+%3|09a3 z2Q#}nfAA#G3T<1!MvhG@6>!8?vYYX9Lm`;*iDot0;*;fKQg@YeG{ZYWAtJ$NS;xi{ zt-$jz(C1Ga*_O}6c2a2@)h^}2T4Gu61P5(Ds%!E|ZS^g|pM@CD6r`&R43;%~i!znl zA#usW{DZJ>NAc&194YKRQ~c1qxH+C%7T{wWX#811J=_z7!|~-B_B~)1Xb%5oEJt+X zJCBBg)RPX!UB@PteP(|h%qyU>?-Ztd*pKBLwqb#z_M3ly?cup+jGQr++<{!t?*aSn zE1g}M=gXD(gehYpU2qbRe~}AN%KHg6%-x%SSTiZ1qr%^(J4dtPoU#C(Ge;!?Vt*HG z3e2M&{k#mgTr7w~B#3J3zq6L%_dl@v&^%|6dwc>RUZJE?Jf!=q`8{1H3FccRUFq@Mqf%5#A(ns3aVT}=3|`tAyIOL~9uO;AQE6XVlX+sd8{U$O1y z!!V~cL)71NUwuL^*Df)CDp713_W#Krm2}oj6q*-TCp`6JAK6n5v24ywuP31`4KEE| zDyvsW@9*Pxum5GWi2ya}{bczmP1Jy$Yg@K=N#%|08STjRt?9M{^~*Y7hO7ycS$-Y@ zq36Tjx5<@?64Sqb`KGwEajUj+usD&H@4HZAg{*Y}#uM$V+HI!oMYeLOny z`(alE;2&YoW!f38b_Z;B*|W4mXpCzPFnc!YG+CdLb83@2md|ESVhQtR$fd7aMsM9E zB2z3sgoFFbsL18kq-W^nGqusZZ;rN(No>*zkJs=w!k`&UcVHOt=`^)tXk@lit$AmZ zncC%=*={B4f_hsCRc8*ZHeF0YorsxN>kD}I=~jb|2ph+i;a`$lF-*>zBg;OgMq5Y- z+|#S({w&{Yn>H~ure;A&qZ`@dY)vu@rYt0 zaUNpUCwprVgvjY&HHGIL0IEpYDUb6^z;H#za#fn)8NI{dGeEd39@<2(L!0!BI3%Ha zkj1khKwRFgC1Ybm$5tB_uX?lv7Kn~sQvHtwePGiRh1_&^uz^`0H!L1JL`=UQCjnvK*3gDt2 zik7#yvvcy+a&ZF_RSYdby{G}*3FZtsaz50ExNO<7H%5gc6IFI$_^lJ z4Xi3P2Rcpb+-N5QK_<^tj%2O5>l+5E?RatpL5&wfb5);h6kS*{86@E)Epz^{=7+Jvl;e8ffAfh9bjJ!LbRYTX)Jr6Do zflEj%JKot)^fgt7-s%%tOJLK;zV}FFU>e`*7T5SJpK`;q(UM5GwzJ#C2y(la;$XmF z)aZz6(cL@`_DU0D=%W4Uz|#AMZ5%lGK7*1qa@?Q6ER)wlyQb5B2$veF z9k?IYusoS75JaLj*PeuwWlFrw#EC%l$TaQVfR!qyYMtkVD8e{p_KujSYc z8`&Ln@z~EdLA){^%dn4)fguGw^!{NCbhz{Wjil+|wR<$0E3-sQTi=X1-2z{)sxclR z*@O>ReKW0iH+3JinO9h3-k6THo6k~X8Q#zvpfn?YAQ@<@$+-G=X-lK;E8s@Zcu|}y zW_#;+=(^r>qNf+bFAYbrens7irE5d-9iiH-;MGn%8KchQR#eX45Z+yG5K&id&@KNE z1uruUs`4-kI;iY?yw0f^F*m%0mT1K_BtGbD#_i(Ov~tA!M#=R4RAMn3*`?(z&!kp-l!jgV!W;Z}Jeo`n3+01gFwihqa`Xrpg-WZ98H-q3K z?k~u5aMn1sEbKQ3p}Fqy8DG1-RjA1}E>hpgSB_ZDiRt0;FoW2yY^-gv7>$md&knBi zHZh|IjByo0b3zmjE)t7t#9pk_+5?_BPVpO|iM5>0Nh|PLRz`uB6NIhUs-@_5M_duH z%TKtic*RV{Q_n9w1)^C+c%}#&DC4nt>xT3obVDG($u9eHLZmaF5hEybW4REyypzqD zCOsvmm%zC`PF32od%UFhjgtJs*@s>2S(<*jz)!kC9vBp;Aw@7Jwc=OvYsqbj;ciIQ zuL{NvD9AxNB{7|>+D}@wqQJyWa)zfZrM`8TuYjA;s))j){nlbrwCzmH=0Xr2&+8GOwEmnkR`b ztmkBz0ffwLMIS_>R%)sfD#38>G4+gYJQm5A=+nBH5O@@fq_d)7HMEW89m{8w$I~XC zQ#k2}mMMZM)Sn5%Eko3BYGhh=b&sG)=B5P-ti`iWg{G3SZ}T%U`v+#o zH%m_A>QPqi4m>l-88B5+_7nFNgwj}jAj2#aCB)1OWr5nS^D`i&?I=k*L%g;yw7~+n z7Uq`r*|0wm6qu#}JLl&R=POzldf9v4v76*U4173=AznYR4QzkJBv z806af9TE#28fT-Ow%(BOS@)AZM>*Yfl=!0bPg@~){#I0hy#Doc2E+6v$YpwY zscd6Zjy7JW$D!4K#BjHz7{F;;5}AwxBW7ShHZ#X7r~n1+T;fik7Er~C32?`@AdYj{1S|yW*FuJ(JOhSYd6=32}!{@sl~`11Pth4w7?9@(*qkoYTip_rtx86lV#|E%cy1379Xt zg3vf)a3MZXWHeznM6{s;u^+120E<|DkMuPbnxK;Gh25STcS;oM$GDLxfGQ9!2w=L- z+Ob@F%u^`F%|Hs?)|A+@<5NUeC%bs9f0Z2_hn*|j-wg}FwrMMuhc7GoGgcsx(LW%i z1YSFAQdTq3P%7vYxT&a7Cygh%+H6f?cMyn9&aSbNi>2>xpbxSq?aW*guJj@nT$BCdQg+I9wb z$J6}rJ#hSO57F_xa#Nl%=c#RNOOQXFOL_>B%BQt5g*;w_qU_0XGS0Yvh14|&JuXG9 zNsFmyR<9WPxzupE{kMXSs|nftYcji@ZoN+L!?oW=r&P~aCcXQi+6;B0v?M>WD3l%g zCI7J`I|}NgvUb;CB`Vc8(2O_yv>os>-PEe;E-Ixn)IV-k&}xk}$@nLX0flm193IQC z++S${sa8Z5heJ1sdjXR9)?_jwI;SjdoDr#qdI$yzLESGrqSS3DOI;eAJL}s$yo4U` zlL1hfFFxDr{_;o-JA&HQkO^Nd#~RNYh>GOP%UDEplNXAGT1|quB^(N+o$-6le8&*P zaRts`3h16v%ilx4*5wzEGFkJVV z=%#65-wU$^i4+dDA!`ZQylBXeLa@;igVaFV!kx-#bhKIHzvxTq_>#FXmP~hu{8}?n zix+o$BD`HQ%}N?TCGGRC2Vl!HC*7ggJ-*ZS`P&<@HM)V5(iVc(gZZeZZ^2*;Aghkg z|8b%>6dEJlmwKY~!KVx%rraFBWv)LCypbjCDix59u%jIE-R=|9+UaxThlRZ`qj*L+ zpU2?zWYf!bVK9U!K{95Y$vcuSB|2tW6>HQCWqMfT3-)E-kk z1{ZYobU}*zX)?}*l^ZJJ-8q_TE{aVV`7>es(=0$K54;iE1jpub(Rde=0vNLDoMOIc}+f z0tJF0K?RgW3F;-tWB=4nv_4WofDi>*CH>{=u!UZHj?!*T;mdD6aC1abZURNrQlk_v<1lY<#4XJ^;89!;ZDaUJWyCg znR)P~4aZp^{gYsf#aK=94%MG&L*Y`4f|Q0q8Y2{5|TxF*SY z(lVo+Kj-B%E_qVLL2Syr5J*mgEY_B1iZ)FDgBs1cqH!jWy$5B_NsvfCM2OiTAk7+LFn zEpn4hy^yViVyGj4B&_~G%@kyo4wA0IyjIfTQ=eovFV_G}gGmK#<+~*uw%y6|Pdw?U zyXIzNk+^X=H{I(dj#&{=I}$ zml9!wm`y5A5ou^IsFRNG4Hdgf&;@nBWDaA39|OF?Q4f;$I$NFu9_ z6rw?QRXZ?3iUQO)X)7mV4gAx2$_?6)23(nmJs+Z7o^_(Xeeq~#qB<#}b!5WnmP0vn zh~1CK_P^SCt-`vD}&vm z9UfBk*M+5UQ+C2Q9-B*-D);%zB!frhXy381)zf>VS<5sS&WgyWD@y1EdR#o1^c9?6 zR86nQ+~IlUPBJv^+q!Hg{FB10@=2;l&^mE7pYJBq!|V8c>0L?B^Ua>^*$Qv{*B1o8hIShqalRjczu_Z{k;9GLoGK&U7cu|ee6vS<{}Z7vLORaP|)xMyM1vbz36M{vQWOK4f?;dUs)8J zDVtcZ5enx7&e2yTeXOqmwTFmIG7cwss8VM;AoERg25bs<6i?HH!|CF2BqX@ZCrJJC zGMrM%S*atvmSi7Qnn?p}6`FUxqs6iQKXa3s?%?FV`zWB0aaTpTIVk3 zZnR@7gPf2oCxkBZ*F8Tq1zY!i^otQyuJYGEe>DYH`SUx|fwdjQXV;tqV9TG)HH#GI zt=mFRgu;%1xX$jZWdIa#Oh|gS0N6Q)leVPR@wo4q$EqEe^$dy~@CXa88Lp5Dc*rei z%A?YWK>LVx*2LDonlR2sbaVr)Zh<7P4h@8G#!D0FEY)uHa3_dFAn*TTz9+h!gkFXV z(zjJ|yG$sKTPKQF^wV6!kN?!gim5CB!{u7FHOchRlgKT?ZE8yv@X8 zgibRMG$@P%HLtG6TMuMyZN~TyG6{2qR5n_rfB=B$YY`f+(k$?$JG4toZ5#x&y(W5uQ#bthvPrEMxGsP)*hRhL zQ3Xhv;DW+|bt4+5>0luGU?g9zcOlNF8DM1nUJsXEXZZPEK+-}^x~CeFd)z`V2Wt0- z?u%F-D;3y9eJjsOeuP=OG#}{Gu>^HkKop=y4ncBK=v<$*G|@e|T@or#!!oLJ2`ndZ zIicEQJ3YS))p5QA1qD?ht>jsH1`U9jMA2qxi)I4bl=7Mpe{c^7TAKd~WmcQqZImbJ zsMA43N@uE&Qt~v1jWEjalQEx64aOB*sfONRbO|9sA5f@bqu2 zS~?6@zuZipw(n|(n=toe9am|{Z$>Z`6&jNoAWHg;yBl1Cz*?*OstBJrV95tk^dcil z5fczV9Ar_Qs=LfG0D*1dX)>i!(%9Y!3REhRO3aA8*lhLmTdSJkb!6SQsSgECjYzca zuZhgEyfypnhc~7SV6u%r1jrt{Eh0BWrJmn}syZD?SoA0h$em7))U;QS#(-|}6idP1 zxKj)mm!-EBhfE4PEoQD(Jv)X86gPr+yM%il;MjZ2%$V)5Fj_IaI5s^cMCHt8-qSu@ z0kG(4mpyZBC>liZ9FSY>WWAfqEKCZ1HWZXQmrqGfb701`#-lgy0W?_l2R~&}HT049 zc4;yjA&7N!0mC44nWN(33eg*V(yL6;CNlQO+`B=~I)FoBBqAl-&)Pm*X22yg4(x=E zCKQ_KUHP`bm909@Ke7t;X$K(Ji}uxnWFdXFYz3VJMIK43<>71b8^uH=#HwU%9wod} z(1ZSsPUvI!Tp1J->j$HBhXl!oJ|H&Cd#q}4Hon&~C}>B!2p7x|y)p(Sk~R`+58+-e z6@rDTlsX{dFlSHy6Wb0oVRi+Evo4yVnARs8U~W7qh=-&j?A?E6{{R4^&9wieM2(gW z3QT}@^%;hgSqEVX;X{;fG1<#zf^iujI2U#Ai#m%cqAbEF5KV^KjhSm9=nN->1)K&p zaK(1+4`Gxba=$*@8a`!8IB@OJ^V3>avGsK8$k|%{olw&;Vk+MM4^bdmv0KDs-Y8@P zSSPO56ge5jNMkujD5+?4B@qkJ2-mN3I5eS2l_vGPe-+`q5M=~)ao?+ddx`7Z9W5Mm z&}hjqgO}a2XZ~e{YJGc`#MkZ}wvILID_Ti-|<6m)mN1Nain7O)p#TYEss`AOVt?a8o2qYNGvQzSYMW#tT+qpK{t{wo)b{`AgJGnjI_V$?F0PWZyxfO?>rlz%C$#*w?{VD#Qpf%#I! zGwf%92NCWjG=O>*<{45mn_%9a#ZE*tuA8(=?KeDph2bW92Q@T<5}@1HfYtO_i-+|H zr^g4*p)0ny?%X@z^7O9DK`Ezf5j6Y>d>oYm(FV_xTIGRXKu*Zqbr5Wn`my6>ArwM# zQ!6OTL<${x=~~WeB$wS4o&aF5;yqp12I;VqL5vYXU40%6RP4)oD1!v( zBgkcH#2M|@-=-D5*nF#KG(Mi>`{@DHh&j3`TTH(kv~q^}GcsSKR4WQ6XIjBsMp9Ju$H+1&AdjBz*}A)VNn z0A(haCcp~gq?fraYb%Q)GWk7uU=#_BmTk}PLEWvO9n}B&Q0|^DPL9e=YA0U>DKALS zv)3>Z2J-emZ+crWy5F)-qjDD*p*epQ9crjJo3z$%BXO`{ac4u$r6gv3SyLo-6K*(b zf%=qi$620;sWC{yq5AX5)`hKyN+%4#IINPD*F|2>pJ|5D7ofVzkhKSW_rAD}N8Kb` z3ebRuv71p@K>3m;*Z0Td+Gh2-g?DTs!rC$nG#Jb4ejV+r!z?h5{+{V341LuK8N1u# zMs57EN-0EBYW=*Cf${rwMxpAdL_#}S@cR`$O-!9(9dWznCZc>9x>8lw)*5aiiA3Uc zHqz4mExezDZJhB~RTYgz?e9kd@9YdD)Qbpgr060FDNB{~Na0h}n)xL84CtF6u-}7| z)C8SS#Q?TjW)dI(PM*<$lZk+l->{c}hC)&kSBQA9CW))U4uUF;vpdybiQm4Lpl^j# z$O#O9V!oq0cVfV-*{7L_3x5I%^^p%rip48zC}av3=@OqQ1n(eD6EElTHr7uj4#imJ z{adLpVDvY{J0V=j+3Fu5WvS+DB(>r0(a9Cisg$9_t|%-CVI<*br>J{H8>FD{LSwt0*p6n;?d_H_yqn08Pgz)GUkeAG6Be2T_C*GPr*DtbULQo=E zS((1$bom(mMA5Y=W?Y+0GzU|ppgCCB67DXO@P0Bd!Uf5VVpJ>O4BbK%H(Ehlp|D0c zNa7M+%u*pl$2Q6)E7Ak?g-5>rlTCiHB%XXW$RTu(0Y9amtmPsF}I8Lwh`)1G?z zM_rznoaBNDEa-Iif1%kK47vgnzbhR$mLLvB!Yh&Z%F+oQ;=A-`r4U_fGd#&kGl}_i z#iH7@67^4vZM&*sMfXsbXn5W>M8&B0#uwdhioR^vfP`D7TgNI=*+8Ozk3*?Zs7#JiDy2Q^9(|{o=j;l<4ImXQ5sx;h~UpMu&;dAi99J4Bc*8(i= zKNjt|!oP4h4p#%>Yb;YL9$f(Sk{fAx4mHwxt)CC$!@pNY&uO;y4mV<+wup z$M~h^m}LQZVJkQnt9uD77Vt56h7&VBA_SSX7*Kx!)OEX$dL)4f*y*R+F>9|kAWMcNZ@yQQN*>LFZKqE% zI+1G0kPb)y?Y6#=_{Navan_mqDdlEQHImJ_G?hAZO6%yES+A+WsooAO)t|_!2|}=6 z!b2hQr5X1Sm@rsxe2)WL9R6LVNF zE{D43nUap^?GZpe;%F-Z5I_>aH5~8wyH@@JjfH3zwmyvvsYKgfPPfNB-FaPZA1UJ8 zE&0allxiKh-KGBv5?r*n29qL2w{*r3*ycJaG3_Ql&*q-ArM1`8*RcBUN6v_p!l7D4 z;Ot1fcda~EHZH4NJO8UkfpKrKrDg$vNI7m_yAKkuWvvfyQ0HI%5rThA^#x?4hf6be z$OewaI3o>e)KZuUfL}?}p5|p9luhq-vzn)=cIK6jp68Zj*Ay7W#t3Kux!KLrsX5Fb zO;2pu9*gZJ6n_~R(hjP8d@YU66KB?@0do8w55GVB5Z2-pE@*wb7tK^MX7+O3>xX*Q!B}0UnSW*8ki+KH zl8=Bq2*IeL!jUg=l$r8xj;&5@bMcV-*LJ-^1q%KlGq4hW&If&UWbU}9PsD@mWfazL z#n$r2UGlzGVCa)_niS{f!SHvOrLs&XD08irs>{_cNCeCLY`D+_iqVjl8voGm&mew3 z9qKk_gKjThWdiu+cuJ_pr5ejRNY)zEL6+fbhE9qV+~YzMHojH-(7%3FBt9MCJmtBM1hCuk!SEt*{){`E{OUz(v__0@BRtt(E9?ag zNW`p6*)zGr*ly%}@;4e%ZJJmHZSd%}BBGdX<;)$bhn&EYE;98MSTqB!E#~%cI=s;0 z^@=+@%)_uiY?!Rjk#TA``?uTZ{**U5FGM$kkCy4ws-5%p^1^kn0y>O*(}hOll_$lD zR;WpL$$1aim@5*)XXp*LErZ+unIS03l)6{~iqr}5y#GTjcni<=L#_LkA=jvFY26pT z=_&X_4TrX^h}rU`quTi_; zAdSqwjvK83MHj0eW!L_R%uc_#s49y1u&{cBI8)-qBbc?JeO=Xk@orR~M6{S2EmIi6 z=^YW>!I~O-B0>GH_P>8tK{2YKrYe%!wmdq><0T1AwCN32%^Sh53i5U@$FFCC8e99h z!Tu!ZaE|Izc-nj0V=<9AEql;hU;q%4ND~ZlcmNGv9LtQ_v%jg)xa1*tQl}zc3m;{= z&_-dkBhrwJ3}He&PQMqC+^ke5b};Ntq}_P-w&CEteD(sT4j~i66>Xh)F9}Yn(GZ`e zraSc<5ZIpV!;*B8D15h z1u>6n*_Yj*N$OCJXQHr{g0ova@E4a>$KWQeE`UU{Sx(m~g7SoA3bdOeE2t{~T{cPAg zegC46{v;_H9+ujIVrf-TF$}8NmM_{Rqw`9-ihl?}7>v7`17Ul^w~2q)JpwQN;fb@- z`v*=%wT6#f@%KV;wP%8Hg!Ib(Hz``S!Um&MZ|7qk$}^z=G)HQSVS@iFHd|z&*qxLr zS1WiU*u=WloFqN$a^k4Nj}!2-6PaZ4z=FvG1&{v6S`JK$kOeT@D3EvN)VU=M#KHZ~ zNk?@uxc?nX;^6)Uc19V^hLFA@EF_@|1Ar#(!$Ox37}Mh3q?T0B*I9su?8Ao7s*7Qw zHc~Bm{_)s<51UmLsYyk!5(2@gK7I(8!*Fy^{mc3>vbX#qEW8$RgDo6lp(y#=}FcER0h8l#Xu^qLwVs1@f8=ssiTO!EqSm4&eh^36VXzv zO+e?}DPTi{DWT8=%fA9N_#*zhDOkSgtb(3!#{zU{U><|<$@8@V=nH-=k~G&4Qxuak zXo}B5=uslGn~To|Sckw_v*H1wO)Md}7M9aWpsHj}8;DT+l*=!yDfr4ELtd$QOR(;R zKal7%su4tIhBue44|*(tVX>6%V3!srU)yd+)ti86P1qx@B1Wcp%fIA>|3`v5!c(6t z6ktsYv~7u~mbge3qSGe-Hu#V5YZ7st6MS<789)*3aCj|=xXNg~0ynL{G4a?x4tv== zIy{Xv<77$4Ra0P6;N-OBRGOOpG9MZRotgSv%bwp9)(u9UYk@IcF;;!GSj~2i09fuP zZhAGZKSX=yVY5HleW1?=&O$Qy+0}n7)GDJEqE7HX`2sBkj?1!;Fs=ulkqhY#R;LA( z=Qdn1=6@c!F#0YpOl!?t!jYKT@DeUuK{G+uGPv_s{~x;E0l1Q&>l@!-!;S3?Z=8*7 z+jcg#jg4*FwrzW3+qU(;`#kUWR()U9zv@?A(`RP-b{}=m+@5nTs9AzZh_#U3C%b4i z0uwBHc5TEI`p|lp|1>dKIIaA){7-G>e2!0-(qnbc^gq?HKTSp6mCFR_4edbocG59Q z#i?`z&UlDJtAgKwuBH`tqAA{JUX>RFl>1qLaNN8^Ik^FtTaqZ*cgpls`81uH&>oi) z|JAk?|Hw3~sI2cPmhA`NV50t2$+jxwh6to1DWFMM@0uuCbwA*q3iziTAdSo@%{oTW zq&qmFGw8E#ZdGNkA{IA9p2R@OxbwONmhsGLNI?NLM-1~R7q#L6v<0Cn7Sk#b<#Wy* z#1e8#ETZW+AfTh_89V>!T>@w87k1hom%+c7oku1bW@jPCtyL|^z%x=*Ru3p~2WK6N&0o4_Pu7L=1m6Af_UfzRsmoz$y& z1*_gj#8ALdq*aBAR@~I>%PXmqv|+wFF5^Dp-3<#IH6y_PiQX8!lLR+Iz0xv|P<(J{ zz14ORBx;LKQJ!ap>cRwhPHgH}j))<#KC}ltEv4P+{uTr0*W{(J*+4l+E4j&^ z+BY;u^|XAzq^RpanvQ<#d&`=8?6-X+fX}^YU>CPu`_ss7X5D|VY`u``&=oeOQDSEN zY7X!ALelk6O_TPozxHd$fsIWZ)J_>9%IMaDWEv;{vu%g=45i4ty2)B*so&GS%-Q?R zpO$T-3u>CS_RI{d)=q4vb;m!&)!D=f%5rTWKKfg+zx$mz_0MOtb~xrwT!nL*DV~I_ zl)Zv@<0g{+>h!KdZkO%eFg9=43Swl2`MX4jXt?R({gJhG5%}cg23Jc^93d5vB?2H5 zJN$`SFeC18LMuD8Fg`!h+ETW+fc|O!!}Ze;@QA>)Qea*o1G-B~J+eTEh`Om1RsSc3 zcG9X?e=mvmSA~aZe6?)6JIIs2b*Ed zR*tqutj}tpQr>Yz7HJrv_*o9C9RO13eJj#V>!_~C?2XF7*@{i-*Sq7q4-kS-RskQ- zbkJD%C>|w7%P*eBHJMbRlFN=S!q<+WP|4jBHOth4labEIPq<)~K0(Yc<8z8*W+3l$ zUymZ?lEi4m<;X0c{F`AIDQK1{2PZC@UGQUqEY&h{VH82y&!`%|J-+}yQUQHavDCb4 z$b3$avDYHRo7K&*qi@61xcob{-Yb^+Yn=C=#7!;`nb^z&2KRUTA}(v+=C5-APhf zMa*So>O@3NRD*$m)>P6Z`#kJ9AF?e^tq&jff3ZeyDMq;Tc2cu@tTFus?%e&uU-;#( z&Ij6d2H0x*B5xrxU-wA{Bu(uJU07Knk(a*4)v9Wn9<@i1L}sxtE};iU3R=maC?h2m z!ID_=2zQf7LG?XO6;5KOMM z8(KQP>L*#Pv}f?mOB%4YLRrqT=;q(qkzA~k68vOW_b^I6CP%ayg=(58;&{O}y0drW zD2&BGK6R8BG`4h1NaJQcR6U8Z>6c1k8hbQI|GAWtrEw)QBmy5}3U5_ud$;Laotu8l zJiOt^mEIbj1U}QOx=d>Vc0fHaVdb3*r&N#lG>s?J?iXJd3r4kiV3kAsgqIxXPvR2B zXwGuMy=A$zd-J+84&4Ri|B--&f_dmwJO{^{RZyn89XwAGkski%?_xn@yA82;pUn(drgR#}R7fuqd?q7E7N%mjtYPjZ(mQK>E&+6JeUGb&nGHaxWJ)VV1!<4$HT+H-|2A?P;NOhdd8PCAyvaIPVkSnqSTy+C`* zF$wSN?$&h#>jpCzEf*uO!u2Xv6B^OT^m$k!DT(sDe{!nu~2X!bRTG60zImfnNE85m;C;ij(ca;(<4~j~W>1E9fU* z|DJBdlPaiF&&o4rCUYy|ElW4kIz}hR57T!~cfyHgp=N39j{Snwd2%gH%B$UX^4H!s zUa2%azFVHiw(J5RaXD0EMCS(O6l?qjF~mgzY;~`p@dlfB{CzOq@^i@93E%_V$fRs9 z2cyj7oz!Vavf#R8@aHR|J67WEsNXgMUH6cYeJ=Su(wQftTRtn#!yzl`G-SX}6#wAQ z0^&2I-VwG7caJ&ZAWHA?;*v>{TXZ&DN0iwC8=MgAkpAJ<>l^Qf=`LNzJw(yug?+2R zjDzfkU?5-}*3WeI&u# zy06O%UJwwI#hY*VR|D3RYeg~Fh!_-??Gf%K&0==d?cvbTieW5__NZD?uvq`OujQ#@ zVS+Xn8cmEIpD!3Qd*E9EIt=#i+yJJ*ilqET`Yo);zT^$$xvAJpUQ`OBKjYi-a&NYR zRuI%YZ&gWU^mrYC!Q25F$QTujO2tad0Pqx#;|3kZpyvsX>Z!NHYa3b-Ew)MY74p?Z z*^1n7_BiP=;#${u&2EeL&umYMLo|xUUN8Ee;UKD$B66Pzy9@&#*7UIsxkb7;6uKC5 zFm>*Z^lWOhL*~E~JIN)25qd7AR8kjv-_Fqlx5gDW`c^L)TA{6Oj9f}N20E4Qcj+E= zQ-126dJQ68)My)hi`5utA2&7lVb|Th->}=kBe*U}kKY^pyi!+(dUF}Ka4e)3_6Ae& z1|odRpKTOKd-2B=^uA5j59x|lnzg4zHy4EgM^)Cu24sGY-<1hFrWt+b@)pSNmMv{m z)|MKChL77>j4jlrkkX&gIn5_gt}f!^VVmXM#sKx4Yq%Vbxv=Avyh?~)C4*swEfvR| zuXNR~OLVr;bPpEa!K`+y_~0iND}c8ps@g6i%qP(~X~^q*lN!>iMZdXZNW&Ba zSI9+Eya#LDl`X9nONN68-C>GIHiN#R&4x zlvy;?oA2BU2*i!k6Qrx5|5>OXV!O19U%R9hS7yVOHd&{e+A$k8+i5VGTiqZyT5okj zfJ^es04CA0_81IswIFa)=v|qUNCRcDZJ^=4qMbwty73C4|LRL~TPQbkADiER zk7E9pD0FRjfm+TOtg@v4wQ3)C+`r528nka5DwAXBPX9r|9jwR3f~+IRPNWW-mYyu@XIf z1Yc@S`11;B5bR_V8Xr|=Z{2FPUI#C(h16|ngI3yx5?tMUhIK7Iz0q_S@PTXewoCp+ z)9$%cQ2jF&UF@lQYUTC11*!qjmXnygAYQ97?EkD#O;xssl?REhZ!1Pc*B+jB zS(hBIi(6-wkplVp87fAm|jW8!XyQVTnmHR^P=>$-19P z8gA_E$Lwu?(rZ_Yw6Z9k(D{gKVWcTmO}Rue*CmTO)+1;{OuF02zbRrZ6O;t<4%7)S zI*XxTLq)4xUkbQ8uXN9fGH;A!r#)ee>Vs@ZQK%qr^=-$9xVorIJ$w%7ckpK?kd`AT8gTn|;W4LugU zSc1Q=oi6D&(&pMB4Y43o$4SvHPu%Xs6+#72Ut+undd_z|g#oh&;-L(T z%gE< zkBY_sJ3=(JE2*teA4n0Ni&jG}ZG=IV+h?9$BrZMvQ4Y=V>x11?g3x}lu6L^*QyK&q zVxxnQc`m8o6T5UfP0(=gW~&bGCm9utOj%3QaP^GxBDhI(L!4kG8986@KxpuUpgH+W zqI3Sf`J^w|fp4(mvZ?E1K28E2krsNpBk4G;P<_tl&LM8Mbzy~-bfZnTHhvr&+I_yiRdUdD4r=RYj;WbOgoczdloF< zSqt@^aVQDP^XM%xtVh}tvxJ8k(0Yr|a&jqfz0F9orG9{xSRXnEpb$DF1uSO7d~(?X zSO%^OUQqJ8avGguAQ`0Zb?Y%g-kAooAm&F`Q0K*?j(~k`KV6ipPo3V zLJt)|q<7S4^>L}JfE~{GkA%f$P0L!)?2@S>45tl?m-Ml$q9a3i;9C7k1&6-jZ>z~W z+tp<}#8G4lyiNmxHGCTp!b&U=0yDJeg2d^vNxKk%IKoDV;_M&N7WIFqjgj~3|Mctk z*Ar~a$FI=kB1|4C8OCYVy2#YviGGd2i1a$=u5vY5Aw1^AEM?S8-={NDUp@-Qz3|2T z>+hK%_uT01GUt)8Z$Gq=3!f@%nzcUr-Ibk50Y%9J-i&e1J|pkm)HMvPC{>DxqFVE@ zP%{we}mC>Uja++9)*H)C|es5A>`oQ55O+Z}3?;2})$=;0>x zY36`>s5JEa?`O_&hI?lCU+^e!H?-h$eljJRT3It7Vir94#n4U`=mn(UT~FqYY*Bfh z>p4a(IE8A~5b_wQ=h^wbxVIEpAID^Pliutm&S%&W9ix>d!_k&;R3%QwmF2^EkJizQ zb6gWp^^1?={5;TR23v@%Zy|kie}d zn<5U##irb4PmLJy`qJY`116`;2?Kpd8y2{qjPPNd4qUioelZ&$7XmY*Nt=&q!n61E z@=oRMT2~Cx!-Ts_^IZu$)(K~w?C+}nKAr3xtpD_sH}wNqX4x`H2R^U+Lfd7;F9knR z)wX+kiJB$aa|`S{#Sk-~U8;L6p!*4^K^WpgVB)vb1*NV`;TV}x23Ku@VuKk@9h~>D zwD~6+Wdtj9az0t?WB|`*ipVP{w! z1Z&Y4Yw8t$CD${cv6~`Q$Hd)W@wVcNsvIOZ(K*^4Ad00BoWOayL5rP{i3^9Tw}#h6 z36x?{#)J-$d-e*>@SoD(*sMndIC>DLiwzS`M8zTuVS6XW(TFM6#R(XZBqnO>G>c+^ z3WSjp>S=v_vzYWG)OIc}bE?7a(h5kSO4OI=Nx-#2kJLELn zDMJB%4%m#eN+LcjU=L2T=LvCrCEB`g^qh3xdt&p@{fHXO^3V?qRS%t9rws(;JDF+t zEOYxx_t9jGh5Ijkx5Y1Jpz^`mi+k5#kWBlfyU&a`=EY{rgiLDL+JZ`DPkIROv4KeU zj>q;#*F6669fjdTP+*vT?G75;*gYu!0cQImVs-~wI-{K9LW1koTX48M#M zsJ`5(oru4=>RItY0DQ+>=8z;kt&$vOsaNbWgz?Vx!%#7=li@M{ybroX!H_6%WPv15 zpm~h?+HvkJkS0%^ByTpNtP$ZQj+)D0;9?+3l%{y^st!5&uVywgs_XDXqtRV7K)EzHZ8LK~4lLk32wHMS8-*EW5W_vbAoK4X;L5 zGSfqz`jW3PJ#v;}o=Y$~i=7zz78#$3sYpF+>&YD4g}OIjr0Q%ip1v38s1|oFZdMgw za)P^#mZ(J(mqw}k8kP~%XArX1CGERh0CN@wZ7^Nwe45^AQdsKEf4N_jv(}VPPrp_t zYT~BD7J7604z%f2X!<`)XJKGs968RZ8CSjoUR|-}fG#27&BXloT1D6C*Ky8hea1c=rN|lUK?AJ=^ z0Q4YD*W($? z^gQs}WooA#B-=(w3Ogix545l0NnXB`O7m}ghDS@Sgol_J<&pg#|D;KR2Nh@1E3F?n z&($kOeD?bgm+2e8KaLwD7o?7(;Z^!k?@vYWj}2EvC!jrcQE$1|dA{t1PLs;j-|s@3 zqJu%64ov9PgN@j^Y9TPntW1j{lV~>=o1)E6t`CGJ!Kn)`X6$QufN) zRU!f75g*8y$w}T@r8uUPFx&t>jNE-pE%oN%f5d6X^M8!fy&(30-eKxD_)&ZkH;8tk z^fFDN+sN|Vi2RIT5WbFs%YWr*-{2{p<~~Es@wZ}x$GRn*YAO>7AY#&E$nQdw+(kO2 z7TRUf5I#326;E?h`e~uIZY2n>Fu@CDM$nRTy@JG@fJP2G)tz$R-1K zq;1k+$p6+rrroNf^2d38}!A{XZ95PK;MdEbG7K zH#=*_XBH~xvgW({4aA!N7Db+)?GO7?8!*Q+rvPiCNHo@O+GCq@zYO1P=F zTiWt!OEA=2cnZiODBJb3zEk+ot1-K-UsPJs@U{(Zj6O8SuL z8AobRj3$B^mT20FbWo~826oq5A~%Q?_uXMa!a>&+G^AP9q&UHC#(=asTdjv(#?LNL zJ&e4c0I}+COaW!-hDJBo&_^C8m-nK)ABL}eqMy_{dkEJb-_kkkYrZKBosvG&7jN-n z6V{r%5zlfyViEEuGgi>LLz803l8nx6H|aRm;hq>`7e#d(g>bPz_>G&kHKb+Kqm=MY zW5v7FE86~(X2rH+lV5$qL!RafUo%m*-pfly#~^n0wVh8%-Yh1 zy#K85G$E`cTvvE!C8n5wTN>t|?$FANIH?y2R2KHd&YE1__l0bmvtV^bJveiID~TkG z>U=4E>0gD_EVL0JlJ(<|_Xyi-sSpYAHugn~_Ys{sC@qPLjz+o>j#ue3>=* zMYV8IFkQDN$$y@;;5OY)^mFO3l{3sDnr=s#NTdgdX&k&pR1XXexSYqPv%Z~BI6-PR znETK%Ts0pgM>kMME5@E9ce-24B@<3EtWU<>=c!8WGa*~uW3Qh?d-sjr`}^^hS)F35 zOzkODm{n+v6td0P%-WNKX@x06%K`ir>?v+bBW6(K;@l|(LU{ROjQQ~w^Ztce>-TdrTz&PMK~s&jFSGJ{AQ-5kfi zeJpS32?h2mr9L~w>Hef@!%L-?ce`PI9F@3pMBWFE({i(i+)b}d&~jApkkCoUvUG#` z#H>xfECSbmgf$zUltk9&UQxD)j@=bMv*Pe0$|)}0;U@_0`%nl1aKzAE_S%m2(atZyQ|?ci;S83PoPmd{<9jcV=)bCS8CTA(6O!IW#})gn~EyoBA0|9%6sd@ zC2jxaNh)n_#kLt#txm~^FYgzd@yUrl?o6 zh7SVRgGE!p_^jU|clSZ_Q-ex0v4vTrJ+b^qS7b;iDyS#&L!20ZrbtjUl`p@ajJt{X zGtxkD*cs~n4&#PNnV zx;ON1ZxoTFZU=)(PT2vbT&`ckZMK}m(pu{*zgc;YNP^BE4Q_$7Hc+KBoGZ`uMsv8MKf}+t4O|$H4q3Tj4t0f1XB0-HYNqy9^T$ z6I8h3(a-ifAvu}CcG|26iG2|x4N{b@+-}r3Qg)S+#MQPu{&^jP&TFIA?qr(xy5o$ zQUz6i{Zl7h5^+Ersvr8Hd;rJFYb@|J&nEj%-^Ud^MBv3P?LXWQkWJkW|8C^|pVvGZ zy%D-ckZdKIm3YT0=pMt9>PtD-H-TGshyeXmu2i>1mp6+zvx0x-mG;lG5+=m3pv^a0 zLOl1+VOkx;n~6=$h&E3|<}GuoEL@76ZQ^0-284i*@AplVcdqFsNC}bv-}M+}QKn?Y zr;gGF&oeZeNMRT>&POHTmc65(P$rSuooS3Pjp?j|e-BG!{S3g@IL4d_y*QnIIX%n} z-rLZ)>1(Z3U(>bu$czl~bv%=bA|&D*o*3--in7x+Rj@FG zD~==YD8CWo&sALHod&N@%CklYC&W-b1I=iBsPp`(Vgj?11iFh)%E@`6eCob@@ny>- zI@kqqxVxd437`{$N=gopP?t^;ye%SCYzf{>KC<;b85+{ey{%{*h2G{+@zsrDKJUtmz~=Aqnt~s3`SAWpX2C}sGVd7ykG#w6l~eQX8Ncsy{ZN_n4}1 zP#dxki{<4U8^)1G;a4+a8I9H1r<0^W!TP~DsQY{N^SN#?3@NrO#S;K;8ee@M4!#ZQMc{mR^r(gvG@VJUL^Q*CZ_pE z7`a2lxhi($sWY)rWd09K+~_m8j)p~vwb4Q?ZMUd>_DP}JkSEpSvb+kgQ-2GNk{dIp z7M;C|Zt^T%fTG<3?tI0RMs|>aRy%7%eI0gqKuX?Vy|ghstTb+&7iC%x;{uK|_ZrHI znpXT$szb1~O7{14ow(P48#W0cAFteS^E`tdzbv0|hsNv!S1@k*=U`Mp9fehP ze^}=?p}xZRb=1R`3m0_0VSlx~-xJ%}2a$0L(ku+sBn@$4d&H*ot=G&i!|h8`sEC?( zMBf+wy)xU>4qhNy{15^rr_A;)P|3^{pH@R_WUlxhu}&s~tFXq`bD_`JQIcQ?sKIEj z;W$2N2X8zMz5X892MU$h1gOWvF(nkuHJ!L*USj&~f1m?kw5p>6t6Ny9`O zQ}QF(+Ta(e{7;(;M2{a#CYTCpi^XoL;wPWi9eHs_QV%9-TG(6dFlOrCgR1EFKQplK zbjB$~yJuASKvhNJd6t~(Dz&499ZLwyso%R$U%91^NU3EsKn2qQsX0fy{qCv<96=sK z0t;`L+|f&#p3HWy8G*b_w$JN>!tha@#^cjxG|mJyU*=~ zD{Adgw;8R^V)=cGL5P@Ss%?D-VuZfYyhm~aoJ*yjdo+dE5N+j=--wA{Tt@q&F5j0F z9VJ~E-N#l?$rvH>BSB*NE5|u66yc_J`1L#8j=-Y(=X}{5M{V$$m#Q}sdQO|R z>NZt)r)cn!hfN=po=?rM*Nc;yuU9Ql{c#jUAAHok`G(b_p}=|G z4NJdv78M^r4(X!X_~gCFIR`t+h_Ki(A6|p4zaV*M*CEF>*Qr@{0dti`H=#@y#``8? z;^hE-^I+|Cc@PWRiJ9rPOvOyFlF@gvcrYL4G5vHpa(`%gBDHGRns)*83+wp)h+zYxf9|pSkm1R>1Fb_9K8;drALl zXJmRRgR!9VWksFQOUvYqn_lIS67nP7(A@J(_lN-DO;*&I)nPX9_3*@4I?*<>@?#{* z`3nqzPU73=&Ci*L=bN@(2xc@scGD|oQ5a6mkUXx5l#l5O=!w=%!TpAgksvBT8#dD$ z9SmWH*mKQ{Y1vxOj@axO{_Y{nD|BK@`S`~PMm%%+&8Gb8)j{>9qe0hnnD@8I_^-38 zuLh;JaSfX#PM@Lo#kcnucQxNmi(~F{Zo4Bim#l`X+xn|Wz<_SaHp_!oMNvGwTKDz?*O*dAokC>TnG@5H(xjpEgPSL=oG7n!5S<%id(U-o2n36lUm}vJ5K`V$P z016@orZC6B%By%e#k#!#SusR^-C2ZBR@7e`hDc=@g$p{1PVK9cOYW`*9tzzm@A z*$KO{6Zh4dS2T_5_+Xb_ho!O(!~>mFd5BL_idQy@*}zb;URTyemn>A)jAx#G;_0C{ zH1d~n{N7h9=AUfyH!h#~1PWs)vv@vr8ef+mDhKwR4?Iq89H4Za!TFmu?Mld(9%S}u zOBgl6ZJIw?21iF?PQ}AR)dZT+Q6`+ZNtvqIcWpK&2#^&H51!*0?p&^@^MRaAn055C zy(+|i@NQo%R9bgiz`Z&!*}_?Ks~-1A_P3I`&0``kt4Ua{&XaUi0@-OdUU+x?apMy6 zfIva9B6GfdpLBU=OL0;7Brcv%gmFLX!ExHT@itURQgauYFUkCV?lE`h#X|m3I5~PE z`%y4C;Jx6rDhBnDP^6o9I4J&_dGs8dz$8UE=;tnLU;i@uHs5{%wzG-04e8OHJYyxS zx8;D=_*#DynQ37!50joDRa=@E&jK4>vS|UI+hnZO%cW5aIu)?Pk|oqK=_a3gm|Y(P56cw=h=9Xl>P32Hlfd98&$;KpL0oOxXL?N#<;W27DN3P z-a-!{PONpo1JwX&LP_!qn75zX&alL1Mr&vgOv#!&Z#zQ)t6pllAAJm2f3-Kl!Fe<) z-V%F8##+z>ApNB=5V?q9o851Hn_C!L5jgG1Z+uc`>{|e>7y^0vrti*FuSPg0F7E;) zc@aVhV3a}}2`H~d_$e#Aqg2#-+=c>uoe1He`A^aWdk)PC$J^lyB$Zcboz26Y{H<^) zJ(TadWO}j^B8w?67|-sbUnl-Dx15zd_{k7F8YkPy8Qf%-Jh0!dg(>okfz3j^ihe)l zI*Qf%QLj6){IpRuAT#a^RtU*)0@D>W?&AX%*whw9<@S{fT^anEVfc}q1fq8@DrqY; zf-3DAqq{0<4YQ@{I+bwgic=>{vw6@?=T0}>iMcBF=R7=@yE*EUZpM4@^qa)XBn#7Y z*Vj63VJovO_c?QgXibc}0FQ=9;CJd?nd4+9!*7qUIEWrspi1{fh*hv^Ze3|xYm+~x z>)h5D>V$X3{wC89^UZBs_XVO-XrZ|!Vcg>fO6{$3%wS+UK=ojSB4KS|LSN`aXhWz_ z@!0fx51;sTOM^US5PdpQ0f!bB^0cZopx3bV&{R`N|{qrU};CAYqF23Jj2|VoS`2gfa7!Gb?K*rci`368J zL#|riDVAV0gOSBDe%esA$%iaMhBJd|VquLeHxb0R<-B$6c}V0Otohk=X2s?^zoB7s zY>Nc(+84|pHe+dXHGpb*E0kM#YeH@>e2Fz%fG2_8iC-N|P;269Xqy@kOb%KC$SJ7ZzXJ6e-Ax7 zONJQjXrhWF_8C9yBLnIFMPECqlAF5deFZ}g3<19m@$h`u?6tk*#V)#USm=Rdhh84Z zWDN)x!uF;R&x_YKOSCj-S76Hzu@+Q-x%La+lf3If)yWhO%DXs{6;|lKxZM9smiFvt z>47QU96kT)OlZWTWu1K73ER}9%=ws8b+OycUGmZBK6Xq-R2$#WX|JCGX4+aaSCd#D zz-J97%FjutYYJj^y)ds6*PIX5C2(>Ki=2Vfy=-ms4Y^k`VW4X2@ip}Zro>DjJ6kcW zIkP*igpmKv3wi7F`RvVEwZ!UT?4n9;Z8b=P1ZT7AK1+T*y38*LXtT zw!}z=AfefOIJM+-(Uz$Ng(dDh3&(8z5~lG&wPgcM#{_b1i1y-nyPJnyQ6)TA?_@N|guKV&kdY15uf=M^_^PT+G3fgC;Ev1db zjHI}+Y>5qTzZc>GDsuZQ7aKoIp%J3(YhPQl98(#GffsAHm4CJMoDIRu{HIMS@AfLC zqhIli=bPF#G3m2&0*bd_yvxwW3T<()vmPS_Fgwi)_BzC8w2g&om6w@N|L)Pyhroo| zPb^9?viCihZd4B%3QJu^n`%;Pn%#@W2Cv}(oBHmI64pW^L#x$<*%5^X ziVM>T&+qjF4sc>B??0N7l>_f8ZM)E>n)_ZP91j=69PB$gjqTh!EiC5Qly@4L8#8Db z&VAA$V5f?hqLtu2BS_Y-R=r8Y;g*^UA9l(%P@DNLnodR~^MTwOy5ZzZYTEh7CkA*vg&1qK)4})qwg&4EV`@{3ixPLJr@DTMe^-8mmRy?N^u*@r zOPAZ5K1&82>;ifcr{|(LMytB{nFL*V``Iijksy5%|NdJs4HEjMsNqN5hBO77eH-rz zO{IUpB%P59)zu?Zlt($crDQ(I%tj)aICeXg7qWw;L^e2T`Yd3kujpQ!qK3lC-^rRd zk|*W;eb(N0+#cRO_Robh#ns>%J!7uQa#ZR`)$V6=a|N)FZHfZ^B8ZXVDn$4lP}__x zyA!JT&rT%c`hM1|C)|2AyAPf??Wt6=Wm+y*5qC+!t~m+GLSzANnj4|3l=Y4V9*r6( zVnhBeri)C2fIKZqD6IVu$rxd>?nWxcj@DGKUBYgzi%a;cnVC=kEDWoeZ4M@MEH=kd z=SB-JJlVfXu1+QEqU}B6&@;QNdlQr8%4n+7Gb^u-NyOz?8VFBHkB=KtHkS>1=4JNT5do<*Z4O%nS|mseAw7P!hIxd>76zuZ0S8-&;5{u zwR}lZUQ4d4c%)%{UW@V`uhRapHmj-P6>e>0?JSq3H{M+FivBU?z45pin$m{z-qg2s zYq6-pYOT4@i~yNHtA;H%KH*a9#Y9FH8|h(dAJk2A-TWhZ6&Urs+Usp!sI+%BN&^_+ z)h@ckSlx;_xYl618T#{avAp5S>SeCk#dN?dp8sD@>sBF|jk+pVCE|3&pSq2*5#Jwm z{LR`QZMrLtxE;CsXF)Z)j1r#;smr~_;Xa%4x9q?5Jhq0hqj;?3-w;zv*Bof7ti7Qf zo>{EDi4@HVc2{0EH+PO{ZnS)i>O6r!U{J%A7x}~q1-S&$%6Ov+&JQO8r8v2sfMt*lvTo40V zbSc>vo4Y%K86no#W@)V@=Hkcf6*KJYe68l<^X(M1L|4b9&H8ySw}+LhRQsFmykT?ju?Tvi z$6xnk=O4DdwtT*>fN4CtKQDN{-mbomx=CJNUwBTfs5vp92?~Dxkf#>j#5tLe<)ObbwuR_%Z>&sE z-HE&$-e@7Wf+InBxav5ZE-Z5f)*~OoS(NTPT4$NCvqsciKl#3o=Oi$57FP0NGH_S{ z#Z^iW4H?on59Yn*o96Z#U>S6;X8R}AR(lRiBr%`-cW6026Rg%K0kmfbyrv!mb<>!4 z9!C4LD@t22B+J~1^Q(4j`y)_JtQr<2K?YYrbw_w_eiL4|2tG8mG}9F1X##x$vm$}@ zh3zwESD^zO7d9B^5vEYt0HaW1VYKHe)KWO!D@5eNj_aIhW_&lf z?@1)*e%W*}B?pa=rOwujl^0ba*`-)6PcZM#VH^~gPR_1+>0QF7sbEJDIeIE1F7VDb6*47 zbrbAw_&YQLJYI@<-mil)*QpmlQf^*~Z6Ris#kU{_<{Yt?AKjZw2<=%K9zHJn*A6ov z-|g?}J|w_Yid5N*FK^!kpyiv*6kEWijOJ*qDd%O>=`i+B?+IA8;h#LFS{eu{WgFF0@otZ)gv-y)8W-w`BX zdwYgFdlBve0z$SBiM)kEp3w+*O#;N|uCiP=pGgU4!_{hT=P0-VoeO`V6RkA#GiXdUg`re0UFFyw`SiICgV6?YZrRzlL1x5_d&JKeO=co;@$? z>YUs#a(CIuJ`Zv4;5-G`tfO=($UaYT1!BB|WMPUlk^Ha{$Lx&zglE&)S#H?)N# zsD><3N^)LJ3d9c<@#RcOI@@>*p;4RyaG$>za-*Og zsFH4swyVK1g~We>i5Ocmo$wEe39GQCaI!!AF_4|Zkb~$*&QVGKgThaSD~tyGpfmkq z^54~f-x>TvGV()g{t;e95q1#l9X+V@GDz)8SU~g#GCsC20O4H9@R(}v*=w@v_IuxE z2w!z*c`E|14hUS`0l&uYz^LBm)d%;W7J~-B@eQ#WVsRS2d>?-UJ@n$g>*{gay6#Y; zrVH7`5W9jc!tmh6`Y&`zjLuR2!5xI-ckOn0PDE!`M71A-a~MNVlJPmC(K+M6tKaod zIry6t*8hVo;8}%(M?cSDg?_c!2<@_esLuV@+yB7c$M?Nk@00$RU`qk*JO<5EQn{vE z<^MsSWC?f@_Tv)FKeWJf?NKfhQawkN>-kg;Bx53R*_>CS{r@2G9$CY`FleLI?+SSD zKa>xU6=mUCKVBsTj!~=5V19DVg z=C66yBf6`6s`XYIGQy$nyZp>L|LrPzhS#n zsh@Rf^#Cn;q7C=SA>z1gA)VZPoA~-R(KXGY%WL`9$mgN?+_nFXi9I<*pPi#>s>PO7 zNzSQ|AJL%S!ccV$3~T5AZ(4wta9hiPuIn`m9N(uvVZ+*v`M9+kt7()%vWd zfwXIF+MRZ-KAB(ofRt6(HK0VD{h&E}12Xl1w4HRlKGxm<8$akRa1`gB((V|?jv7b3 zG6J@2 zEDHUtMpgR6nxEC(Uvs6!%q>_golghcXI-3{^`~!SJmvT;n)R3M-OS}(oLU^q?plqR z&1v0;{5;voEebyDRqum8PcfXfHcHi52bUfSowmHH3okMJ*lfEStfO@2KLk8vJ18sP zC&##M${Xx$juK(l()Y%$sumPjz2#Ybd4TdU-wbeTN2t;`ObyW&c`@_8$>S=YPeUcizi z@es*=bw^sfYWY@KVGA1RAZEH#w7>e06?mHi=GR#B*?3h( zkgjYI0jk%M2S9m_y`1l#ySAj9_O2N|pLHAzR|f6*|7PQ54Z8dNTTM37haHE1;woL0 zts5GFm$q+Df5Vw4;E5P`>i?tc&Eui`-v99|V;MVR$k?~+OZKvaNcMe?F-piz3{7I} zyOJejkBTxf8M{x_mA)QpSkbrJg@6{&dl8B+}C}b z>)a=`YOu|(D_S6=+Sb^?GAibE5CMd<`{j;eBn7Xdxe47e`h1 z4z57ko++uyrt5`hVWDW(q1#2&?oF0&^^0y_W3q0lY8k}K7HM}zq^nmucGexLs$Pwk z9m)lB6`?59Hy2f6vY<#N`Cj~st|=Gbg&tMQyZXlw?0)WV?aM}cwKo{^#6fT+jC*=AR6 zI3B{?$398(nQap+jK}w|agS}&w`(68Es;!?f{yhJ)yL;4%yYk)xaM_0hV=^fIPR_= zu9U1#F^}DS%|@O1`q|duo6ATl#~+cSen*Jh(u2vGXMR94j`h0s3x=oKJe%%+-Dy4# zG24ARJu_@~ioO5GvJo{JKW?x>{y}31uY2ef12%gu7iT485|IxkInauOAk~_j53e zyIY`U^cm0kp{DC-@yf&cPrE5k55oD?YJTGq7gU5yXH!-0%gs(TJ~_<+}JBoWu^OfisQy0|Cld{8pCfAjP$DYty9SR~B4F{gIx{EVp0 z5YtN9knB1W*Qxlcpn%Cy7mD=nhRk;_J&l2fUus*V%}OM^PhaP4x^2|5hN9m`(NJ$U zDM;+KPDE;c3z+d#fBk*P=~=`n%hCE4IuL5PTd#hbw1mva;ABOwEloMI+$U=MP?6@t zh{np=vxVGlYuge2q35c2j7xq!xBtz$wY<)lDJ0ldGcfXPkVfsj`O|?<`zi5E=0leV zJ9;giP-mVDjauOW9o z@L5?lQ!Db7b1l&V6B8tsXg@3T<`c*9veEP}ldhB2xzH%5(y!Mpy*655D0U{7&K|ZA z%RbhdKE?5y&ZNG*$kQ+VG)hS{DMIbf=lSE4rKX@iWkDK^cbe~8si5Q&V|ufn1sx$E zuJ)xd=a!zy+_z|qR7ea}Zwb0zw`WM|wCA3h^O`;|U(<2zHsp8~ozYuXk~ySg!2Mmf z&Vtm5DU9ut$?iJ*$>>Mj&vEs@@!+X)&r))6Wa5VcExnVxJCwg73>G9^p1t zQN!gFM+wh@PCXziLo)XlGFbMBYhQyeEG{vtij>eD8F;8Fnw| zR;zWTEY)rt@Ax|E&ZF|L{fT2Yr6S%D0heUd+g3x>aq#^~>ksUNVZr@eKd|f6m`t|o z4fj{~FnRCxe$RQofDP*f2E8|&%~W|Ni!V6U`aC1r*PMrY|J3N+Hrre|UnW&>fzlsw zRJQ3P_3f)493@}orajGz5f&!<4%t|?4``7fxOGI|4s`0{=q1ElLlac&ja7o!TCght z;n?^N8BK12V5mD*uO=#vpokvks6&59C5Tdn2_bhJ$Yc;8n0^2li`o&z7yIw1xtU`) zihBuy-x$1X+DUpfa9qtfz=AyzBrI?wBIefum--R^W|gW~76G~(*JI`5P7t)k=q$WY zWGoL1N;_lUMC|BnoSqdUqGKKSy%bGLccClb0G9Q5+;cjv^4~@0$~-|Rx3pr8x(D_t z5H8{?aaqf@5hJysx}x$F)`IjqseCuA@gWv&LLW1d;h7;D>e99yE5Ood@iwOHahlf^ z{H&~n6=1;W)s}9`sstR{j}(=D2}2#wVoPX zZDspDKXdY++asEf)#IcinWW4E5KgUo=VIJ&SGN#??Zk8Rt+0k}Nv3mkDH+p}Oi{+i zLljpq%!T?p^Xb2zQb+yI--&z#R!${A(1(N%#B&Bal1v!RU-Lvxj1qed^YJGN#d!Am z`D|)VddcHYl1v?sJrU98T#C>prMsNY3j)doVZ2dkKmB>nA%K6@i(B74a_0UL86J5~ z;ypR^TAUpK;K*s~uYC3_)LD=oVvowLg5z=+k>Ojgj|*5OQ)cE*TH)uO>w(h_zx^Dd zIKFKZ5r**rd`*Xzyu9pfg)KW#YLTRrwjs?5i}uj#re zBCje{&hM`t-x~@wkGu50xou`Vx5u~qiH-(YnevAK8IhhBTck1y9aMu^bPxA|(rOpQu*dptHs2sW%PEQoYx&J2qDUe#@)^LELq>nglW;g-p0$ zA=<4Lp3q@hel-9Vvl6RI6<2PTzFSwJJ>Gy`YD~V(M4=wK0`&)726i1ANvS?BcVJ&4;EV;h^9Ypf z-H*KM$d@nVguUYY-P*H#GRjBZzXEswH}rlo8|J;3INZy?`n#8`xnQ}BQU%(!oLTKL z2-Czdt>=nTcq4lRmyvN~W4Mjn8wX%tj?bCxP`R+_SSe`+3m-B%j+^8v4-wH7i5ivi zddUxm6kTtlCj~!IMEF5#b|vRic||`Fy_ac0{-t$^!3lk3u}xyJ&0`_R256P%3g@OH!H&DzE&?rOR9I zt!~xBc1zu?XENyc`hA9<#F#r=$RF>-muJd^zLFO2jH*7C71yB^x|F7<9U}fnUCU>Ut|+xW4Xx2ukcWuCC|J5Y5}9AUdA+2j&;_9jur1crnhd3htWS@N#!ZB<=&Wm z&nTcAi^rNwcIaOW7Z1jwoknZON^~_g7&LQVv2TbNvkXT4-p!A6Pm@OM4pZ2C22C~f ztaPrRr*)Eo2LrK;nk(9afn-%9NEmFpZ?oa>(U#o;-Vf6W(kKrO$^O+wDtus-DBlcl*_#ib+!qAeWN@E_vWG#fm}!G0A_LUvxkTwr7{Hl~-$NZr}!g(G!9LI2;o(*EK8U^k{szM7rgbWh3wQ z_v1;zaux%>U z^)1NGd^Kbd4h{uNUtwIPDy|I!_2)j|Xe)So(25m+n93^*E2)C+EGCbh^VRjQnaDM0 zsEj(qYlM3fx{sFxdf}QARI9q?9X$|n%hJGZPo^CLz?!_|KW$0M+I=-6>Ap*nnX6?CWV^)AEHo84d}mvoLCZaJ72IRAAK zjRVmEC!v4;>f81sN=@*%F2VD4qJvR|fB4Rfsl6izfp~bw=j96v*>)h_ z?~7m%hrP_BLOUQgI1_5slyR`uiQ4nI8E`nsQILVM*^WK34^ zu3%c+u%bSw0P$61w#@y8&Vq>Og{W@qe4PGi=Vt5oqW@m{7 zr;#~XVw1D4ksg6br0@djp-6tIfKZ5I3&ek<52>Z#|0gq)@S>ZVuE-FDxeZ=%iVNP| zmHvhDY_G%CT~_;bLOK`S2a6`x*~>>gF0Bf)tEgP$rfB*)kmefGCuKTY z5;*t;zg{Lty;*$V8w7DDf@4)%x?6o_9(gP=5@TP!yUdkE{(*eiPRDY~wnJQTc_sPJ z2Z>iyc|$g@`_5}x%Appa1M|)D^+>;|0U1!czMu0-4%$UXMaIQQ7yS@TDWtMOH!Mx+ z9NTeRTvqaG27!=ZmlVZTXtNp!iSmjdGAI6A;xdj;1 zbhv_IA&WF#A6YCjg(?KD8R(|}3jqHGnn5>^ex@8n@!SF+H65T#agpXjgBtt7UZ<3kJYKql1U$5%Vp;vV*m#UR{9 zk~nI1Q9-bi=Ph`oC=Q7{&B?WG-XoB$~_s!$p11ZNqQ^h28!&V^cGN@_JJ~V zN1IpJJ{Txwbt*)ni*gg`T@WcP-Ow=ig3Oj?=Qp?;fN1=9a~@Ra#p_jtG`fL7u=Z+> z(-G-rUyr}im0r|Ur#*Sk=_Z9V7V^^vJbi*30peJ=vc#atvE>`Q+k#!xC~hKc{+>Tz z#`k2e+Hvm8I~K0L{-yin#x#5nbH&-#--kY0$%8_ERr)nnB{b#y+qj93Eu9JBcBJQ3 zOpJayDMPv9&y6JT;uvgpV((1^Ut8#`7EjGcGdK+=+|8n0^I`ccju&r}Npn|QxpAO- zQ=YDgIP9b=CXXBUZ7c7kV)FM7eY)WIo)mb>+IzUo&rC&eEimbVoKtKxSQ!N69yLL| zh@$4r46QVu6!f#fU{|=*hFq6bWd#wSmRNW|Vf#R!OZWGNxxNorEHx9)iXNmEK1lGD zM>^5-{-cRb0!^k8hH|ykh6==Pkx@g9(}}r%p$AC|t%=!wy5r5V7RAkakOttXGLL&j zHn_088(Kr zJsxh`?SmAr%3e186IoKiVZ`yl{*r8<1aPy`g%1xjs)PnNTcIY^F1li(>RMAi9#c>8 zF_BTR{Dc|jhlKF9w$+ssn5_sb!{|8gUN+O^0Iv7+3m}?tCqoCaJlS-^-4+y}XpdogXW&F^ZcZ0#bdkq zQbqOe53>);7n(V1P(yOFygEBj^h#Hh>}wEBG<$#wf#~BiyL&NSqqiRn^(jb8cn1!p z#g-iEDBQ^BVq#_YSwL%ldPd$KIhR~-(rSge<*)(xVjE?l6+2Y&gdf`?x>CRIlNW_gwIhPr(uqw&sz6ftN9_$zKc9F5t4oU()>bK5xE<-O~+~>@F z-rHoX(IfIhzDVZxj31-W{oPew=HvTj!qfMLHtTDTJQ5>^)V_q=w+odMGKmo>IEhPg z_m_gFf547Y6yDUV%|*M@UhvhvV6PrVbt6ilc`1>vxoxIYm#4uT4}VaJ(n7{>i)#@G zWVu9};j8cRVwk9DmN}%M9H{hg_GS-uN0G_#>Puf8|djKQjNx!6gfei5E4uMYARp&W(kF zQtqFN(>wk4vXkNGD8mu!?R>jVxb_aKF5~wl_MPVOP!LQ@pVTWEk(6Y}`BBnwz`8@* z1?#ca=1SEWc>JN=Vn;+X@MU0O=?Ef4o2=7Fk4DS$?qK+>u98;|`mH#Td3UA~Jvx?6 ze0E76IeCUJlWLl)3bSeFis_2bh$Vn!M}09u5mc6WPPPj0n6u660LlU=IL-Ti9x3dlc(Z3|vkwRuo2 zERI)Q_tg(9Sl7)H3-h`4!#AkBHlC4#vOw=#zPNRO#OTYNc{kHrCFMFG$rR^G>xE0b zbITnzYJ6fqlpC&XGDLk(rcWHvG6L+op=ocPLBtjv)G+--oif|^L1$tzBj*FrqJN{Hf0$XIDAX#AXBMLShkJ(iiwH*)-v4kz_O$FO)i?f z`c3qu8FEc%CB#PsO0L*1VB=vAaO=>d%J#a_qW&eF#+}^29});u(O@VxUmD@=iV7pZ}H z%h1`!K+T9umO>L+KZS?%9x}VxTlQIY#K^V;^B7^dsvdQ|sF+}}+@LYyrqu=+Ve@zG z1(TZMS=8g;3P>aRnTsi2wA6H9J1}XUh@_)#iHn)`Smy`~w0vXPA!tGiwguaA8xgUa zIT>z>MZmLl&gr*z9a2(acf{=jKi*@1cf4}3*!G8Ydba8->zC#m`>WiA;&1V~QNh8| z=ZI#9>ZO!!%3jY%bJh>P818n}MgAe)t$@^Lmr()J<osVv=srJD|B84QET$JrL_!$?^q}E;pWE*JvBWrl z`Ul#4m$QP#d=oI&E)3i>sWX1-$Qm^*ytZsUnsV>!ZT+J30R<{N zVpUn82u69`%6wGt`O(S5^n^Tqd3t-3FFec4Z@MpN5?4b89$den77_I7TAuua$^tb! z=~rF1H+R1jx-Oq(I@|M>=3e@_8?L(3sqx=8nYFPDwv{tIUncV+3UsFw zoqj5q9cPr|lrOQ!yHzLMVr+ZtsZd% zm?ot2Nv~J9d-lrNrUfHRbl|w@^RiWap*}ejBdyoBt^wk!9#~UFWqpiijyTXNQ&V0mavtu z2%|$Lz6%>thWdchaz~IVZYn#e9?8ZFn@ZR@AU*~Cj&r$Y`3S^K)rvXTsu)6jYwYEO z;TfXUSJHTxqS@=ygw^Pfd$kneL*!7=A_0t1s)B+43?VqQ9-ffbLwLA$966c_;l*;S z(af!ASH6MAwMS@{#?|}g`O*ttp|kZ-=09=3Anr#k-o}Os;pu6fql=VsulKsA)G8dj z6KMEc2gE%F8k#4rT*AOr!X)|6+hcNBq^Kw>*1@6YvB#L}L3hu>LdOGFS?_|>V+mfA zDMkVYpV@&C`0#1&%~dect>xkI6oY2f3fOka_hbJj2diLwPnwy)&zr&Dy1BQ|$4oBU!0a47`GgpuIqlq>p-P8g)ChM&H;j`T2fNta~!c@y4&nIa=&I z<@tFzhDQOQJCy~Ad=KfJficpjp%Rj=nO5$4jKBIh0wiTSb5YWt_F8*t`D`a-G7nJz zdV?dMaC>WT9PTCP#cyPf(Q(i8m9*cI+{3DPJ<64YYpxJkv*xdR+&A!&F@~dbvFk~3 zw5k59INT$T$0;gHF0B_1Sf!ge{NH?NBSp>Sy<e&I1lAb~ALDLI&T_ zHFc%-vB(j7ZGMf~Pc!?Rx7pI zIHj%$N)&j@zg>~zb@={j@3;t8o6P9;-K5ak{i@e zq}(O^9{7FzBb*@8Vd7(05k7bE1DzeiCpRo&`r!}at>j_5C5kRQ1lZMd9M{298~GXG zm&6!sq?qSa);`6$xsuudIggH1OX47?%3QS|^K!Q_#pXoL8fU}RF3hb< z{?en!J6~zYm3C9YpfIlKk7f5k6fw!b6P90J^O$v zZ6SQWd{&dsP75FWbo^xEwoE0Ha#r=ZdHcqxG#eVXxb;rNu!sr{Zt^^!HTQlAKXs7P z+{R^1d}wR%3}Tq9QLw=+OJf1HGZwjyl(!%FsH{AW&?Joy{_R+z#hTlfTq^Yvu@p-? zpw?8VQu|y26#>WS;uN5_lIpdS6O3>JX_=VdUsc=TcV@7K&O^gs{WY1?_t>`@%{T1*U2`0egG<+C7wLGT`oG5|fSz@x#$ZT>uY zOSkH=8G`I6a#tYX|7O%Q1_jRgasaZ2FsFs!qu3y<8n zXHFluaNmwbS6cZ`E8(`vXNt-w9PPz!x1+PKB{ybrwepOPTL&|dZ>f5um>#+7{-bm_CD=;Ag z)U*?5sUA~YthlU|$FX@k9>(9ae9e{hPib*+OmzgX$!Gr7$?(W+NWRDJ(XvhEl>nu2 zqj`a~sf^l(S`scP4~8a;8}aUM7kU%^oCd1TJt$F=ho~2x!pVF)sV6Ca8JFxwqlHg= z;}#{lN5^NNmoMiz#SP+uUaa(jRo({HogIF%Dz73#w8{61Qc+8Vu!EUj5!}B+XRHeE z$YseAQ)E99r;krDM6$V}Ig(->7dQpjyNuLF}^#PAEfkpi=1m@wF&a7|hz6b$6 zZU*1x?i=nAN}GmiF+U0B&y_knl)L%s9>BpG{f7)DYlbus@rTf9*dfe z-tquRHhlIJm%^&Fu5z?%k_YvmpNcN9=VZOdN0H= zN2kfnsK#@uFEr08-Pj=_%LI)%7r){efW(3)J%cIq+Qte1z0~P4YF^%+o2b}sy5z1Ch(B#fn zt%m1H_?}uHd2Uft&SBn}fCs{$aFEYSUfyGKgZyoFIVKF+upPZLm)&}GH6t?`ig_ON zKGt2}Zgii~t4Fzx&&1vtT6kxdeUS)%VH26{Xwm!xPan7&jqj~-|7IyE1vS$6N6F<( z=?CvL_S%NCR(5No#N`$D>n?xK^iHgQ$$B_eY&3tm+-_KQ=`EI7SN~HXIB#;pf%U5Z z^zqeaFMMmzR zEZfbo@?_9Q-#~;%Ra->b$c)xHp@zNr9dcaRE$kNt?<;#sKdBV{F{3iHt!(+&?3q}x zp@nAl?2^?;aMs=n$dZ-#rz)WQ)}KnW+a-Eppe{E=`_MZ1-_U2kM7-G0N;BJa$%!Epff$SM;0&coJg%o1eOb@KI=}2WM9;!2 zx$HAU@0ob=r`j^H8hx-(jLOJFyVsaN0}M-qFb-^&iGf|_->T*01@s#?iHJ@OPxyYW zRUi&>|1_|%4#j2`S4v6fIao(#>uINH+gK;Rd=9a(07-fR#7pSa*(4*Xk0ly94V^iL?^J$lUb-9kMXN0-R|XBz_^xHYLkiu| zH*5qKq%2u#4?lxVVyG(e{RpsWx*d8Mvs?8}725yBknREC>5RFv1taJLRF^=b=C$%*ut)Ph_ViTs$ z=e*E2t~G}~|KQTGT)>V-ZGj1s;(T-6x&UPi^`(V^84x0_(`g`yjKtl`7r{Z(M&Cp$ z9oyrjsCghOf%l*!Zu0HEOm)=hz@oC-kT&>nX@wCZ`kz1aF?Eyqoe;!(-$3SwcjtBR zw2ov@x!Jr*wb9`erWqepZMZ`Il^ucy48=7pP`S%J7}YYOW4xgDuQ_>AouW+4v|#=y z=}OkA=D()X*v1GHJkpfPX{?By{PV3cg0R>Rh%X@$<7n3_Gs0{Gele~}+7F7+o1GBB zjy=&QQ3PhRNz~^lpDPO`u* zk3t$vooo?#PU3r+=q1_$l_wn!20o@~ZLi9b4+Vc%AVprw2vI$#AKX1jFG|8$YA;KL zFH7m2eQr?Pc$(2kVFbF~P;eoHg2gJ1zBKgqnG~Qj#7gjva-9P7tA287E#?FrcwT+$3Kw!m$MwzQ> zL^Z8PT+uXeh^NnNiDD-;P3tKgCo*X>n`uBrG#-vA!zu!a=Kc3jt%SFHlSGA zK-P#hOa)%_*hX=ywoFOL{wfXEf!#1AEF%lp6=no+-YU^y)Wp8rY(v5zURp2y6+Abu z_bD~|m3V2BcDyZ}PJHaBi(y;}x4|KnGr0}YT$Vmv1~@N{SY4KqSF zPcTiqn_!}V6qxehY!pwQerULJ5zeBn!eO=dCIA&&rYmBJnr5v>JaMQC&s#YuWJD*B znU(704KI)#F^Bz`4U1qtjx6k9wdK%4uHYzUY8$=&(EeU9`7x;&3zCh{!mGZnU!Fs2|1A7g^F5B z*>BaskZKkki09g*cTu^_t!lQ-HNl(Kff$Asla4iKOmFTlP>U+y+Yt(Q+ze#kegw_f zPAi|Z5{i3R-WCcDsaZAy>R+(q{>foY8JW|-QBaQmN=4moVD@fyShxo?+5K2mB~;eF zRL&FslPsoZOXb@}XjE4dkk_GpD8=gm1D%Zf`*1l`VDz}07UkgXO~gq&tc4^H{nJ(U zZ-%A)6sI=DFTi~?ie|S8CQ3(#Sjz%Wez|y_mAmILoNMEBS4Er7OXu60M2R)PTRQf# zb|H<|K4-UFr6Jwm9qGR|nOh+wNc z81L%U8<=Cb?netcd-@sRKGT&4xNHLi6M3Y-5VC}AKg~o)H4R?BF2gHB8$2aqT@FMw z3UzKNNCSzdPNW6toS#qu@ezD89QSC(BTG3D4b&HV-!koU$kYO>{aj2@Yzg;3tzE@Q z5LwD&sBf1XxK?{_vtaP%H3w^A=rvf^Xi6%rrGA>? zHQ9vwe%R#lH_=6^$2X{VWN2j(y{Yp$FKe6nsd-Rtz>Q;FdzlpuE4sQ^{10Yo0a0DsP>QEAXHYSoyZPaYZB@G;naBaG+qHgHGaaW&I>;yhyei>fw(EM=ea`zI*I;&AHQT#ShC zE&rV-MTc1+;pcdyWD>ZMZjH_*OJQzn&TA`5*72eFU!%*pq!1S%nATzC$+ApDu4;8p z|2eUSL|^CYf}wU}4%T0Y8Bso+0-j^5XzuL2V0%ktWet4WsVmd*EzW%`_(H?R1 zJmq#%J`znv`M_zN++ikEc$)NFb#R4y@Qbpk-=9LYb*m+93~j3?O2fv5@;w%NsjWyt zq0ZSmL`sPZSl5fOH{UqH4y9eI@zq3Z&Sx!?TO^XY>*}U@R;1NNW`6`V*S;kYcW1*d z#-3~ck;zFqLFAXhkiYFZx}svtl$kSF{}oP@(Xh;Q}_- z{n;}YjZrtNGUHsLtAF(q!lIKgh3rQ#k~4tDX_2+~g6&7v(`a6mQ zW=9&U3VA*7*+;U~RCNFuqKaie)e1PmL{Mq0|03tG!_?DmKTz*d`TCXw+4BZ5t3rvM;dx^}|l~Wh3{9ujk zag(!yG|=nDSwZ*NQ?JzQou4Gpv%ik`FnF7=vVgi&fL%XEv)8Nfp_Er*iYxXaXrzj- zZdV=tp`DU(@z}wlFUBzaa`xDX_AA|*=$}C}e+hnqW$^83u$OB3{s6O*>DhvOf~BVG ze8acV973?2i!S9)cBb!Hdh|K^UX*Us^|dQc7@bOh0~r$qqh|EbGYZf>A|-P3|}Ku_Ux4DpxLuW*h8H4bItyRRD4VSpo*v99ja$ zv68)`03r)(%KctMb{#-Nb;lsoAi99dakDP?bO3RoN<@r!$2q&|DO# z=x>r?5f!%%om;YErNQ5iz*GtV0g}kuu19~5Mt_JE9|B|`H!hG!1)RY2Qy|3`mUp3- z`JVGMZO<|VJ3L4X?yy$r7N4iH0&&XlvI(9sKiR&6>Nz7|PhtAPcs5Ijn?ECl>0|N^ zfb_HGL$Y&U&O>SvJ)Xo}%XMM-;Gpv>_M z8{9_&mU8WctV=QEP+Q(lpN!7C)44xSQGKBx25)hlbw;dQAD$FT@mxX7J}`ppE*0qicU?IcX9a`Kicvkvn!0ff22Zh1 zZ6Xshsn0Cr3$&kVWB0NkXM$!DfDN~$dl9t=3cjb*U{4|th?Q9Q2B)jD|Iti5V(@j2 zCX!~%-DIw89$||Pzx%B|93oI?sJKb+{i=_JW!-DLHNC*h8Nn!!%`(Y3Idt1P_DZ_RyEokQJb1Fz0SF-oykd4l*ybw!S zxaOMc^yrh$U|J)};(}V4<&A|a;TAx|={n~x|DEQQaBO~aGduoy>mlmi^6Ff(N2_}! zJ@+yHuVl0i;EhJwa_ah+E==8d4%ekoUO|lPmB3}Aef4R}1Hoz9{V~9(D%UQ~Ff#up zs)||am&@n9k|>;ktitD&9BNR1hCs!VHd%tX;NbX^@Yci7OIIX6{dPp9|AEw~&KL)Z z7v`#h2aP;YNvaHMpUpcs{eJS3>J!_XDmNrb3|_AkhtD6{P6694zS5yIMF3xhBp!Q))K%msL4ClA4S<) z#I}8RLzz0}%RLa2LPXDi@NbvVf(+%pcDoR})jkfxdv*mEf2z^CVoj15OZU~7T(O<^ z9vY+cU|JMGyX@-pc;h>n>9woA`n!dhweY$d4kN!3)1PGg%#<+7{98};a~*3*oyzRVzgowQX} zB?vsKu3a@>6&bpBgPX$u+*X#Llk&km72;SOqx5mYZs%5q$y(`K({d$)DZ3DbGTghA z#VyGQu2GKy(Y4>n$}w$UN{SUo>{3J0!U?XU9`Y}B8LuyJ{Di_}uP^4V|5D3x#V%h} z98}5@CQ5$yy#FMCxo^epr$}4flL?it$`nCI>{E|d{jR1g8SEXg^XR{I1a(PW+rhM> z(>xzd)q1l05nMY-ZcAMS2B$T*&}*3swFL9Bu|$_1e((4YHf_o$r^(RYJbn8dKbdzC zk2Y&PgAd3KPr7Bz1?&aDi}-3a4+Jl$*tcytQtxGl%CJ3;3_E_ zT%7dY^R4GwA+MZXF1eK`SHxpWbD4C(iIm0wOI0ZWEyH;ADEf$&$3ya z94uP@(U1p3}(eC-~a-sGdy@;hW#J$B!wd?gW!#z z{Oeey<-fQeNYPP$zGQnF%~kS1<5R+zXR6Uh_Sw+LbyrN^$_X=dz-OJ32OsvUZg=h8 zV~NI#1FIYB`t4NxiR zJq$ai`$1)XSns90+-!is+>D^vEt>K6ue zbQI}m$E1Xf>ob`LbvglIR7&`2eWu+1EAn3ifbf4wKw@;$sbNlyh>KliXRWj|NOTbp z0ED%F3vT})Wp)O6|AYLO@Q=;E)c%X$|Dg6?)c+^pzij@WgtHd>)9L`t%-h1X!tQ1_ zBbiQ-8HuMajY;g`&r#u@yv>b9o|C9lMy?Wezd~d3U!D)ps_dS{t4r)2z9rHU8K%>~ zPp>~b9v_})8NToi*u}uy*Ui(FRPU(uI|fzj$UJ@oA1>dIE=pLZU5Ujv(NnIhBSqPsBBKK^a?b3IFCF&8t%GB{Ohq$b6J;Zd zC+7S6?*x`9sSD)iF>l_{36K+8KF(+1oN5;6;8#)jD2=o9b1hG;yEaQ)DA(d8@pTuS z{GbMhcA^=gZ*Wg$kR_f4W=IXh|Btcn4r{9U)|C>v5FjL>H|aH^^r95ekE$pHX(1?x z(whN75eO|HB1-QnSWpsCY6Jp=Ud0lmcTj{tkdEH%_dDl4=id9zeV$=5YcIkcCOfnD zta;ye8LLw1iAV30MCOps6Q}l8QYSmsc-rv7a(jFaYqC62jV(<# z`5GP`Ls0vU^h{W|knHiA>{}hoLAQ4gCOUuLcj*S6$JhS8e5gm-V#0><)6MJfBfdP! z&{I390`(KY&wlw57VHYu-r{4v+HgPAm6^TO*>Qg<;#6lXovAPKV}QUpce+7+53!}N zwdh{Y@$D3kD*y+59sNVnq3YN2b7qjulOTA{#LstbJABD!OLphOWhp|-yUP5rKl1de z6;T>$txi>pVp!9`jat98{YiUr*cywlgu3#KOh0rEHT=;3qRM{e@&KvdC$r7#rpOOE zCuZ{*>zlKn{@syUaR945h!*xD?qB#KZh|sF!MfshQ6OcJs1~T3_%WZ?$a2k@dYj!T z8v477v&2ELc)aWLyR*n{6M))1t+glcx3x$*gNLacTlE!NcsZe0{McEjA;!CuTkmqM;~q&SJ`6J-gMAkOF4_h zPBoz@={LEeCs_(7K|nyv`FvuagWBl;_z;GTyj+Lm*Emq^jWlR^iV# zcFo)?XS`bjBfPGo&85C9#a%&PQq!0$?w`$y7Hjc&2t-PimzMT3QRE8viVAkEK(`Qd zPh6^xmdjYcs8mbTiqc_vh1s(?6JbpL$#?w>uZN#hfS%QjKuv^{FZ&wwpAfO-yyMex z1;7d&8YYYmX7o4btQ91?u!&J`X4V05QR4t1@|>T>-K|V+-Ww@hr{ng;_+TyPI%Spu zou#^haJI;2!Dgot^q;7pn)8jd7hpAp9jRGj7&9lrQR!}9RR-AtTa-&VZp#@^cdT0e z;S2{$RR?n-E%!Bc-N{?8A^Hm{)E#}%nhd>`0TpC)A70X036X#scz-zXna9WTB&Rtt4H~O_k$4 zeH``6B5L>c1-fzd1B$mBadhM3_3{cEbI=#SEBk2&}F;&7}IHl+YMzo5v?CL@Cq zW^(le&t(RE42U)(&>HXXuhIP7kmqUA`*nU}^8n&dqfIi1tBJH8JkvNN`Q6ZeG<82z zbxEW=H~2_l$+Y6<1>C@5TzQ{+s%nx#qX@vBPX50PVza`}SuTz>+i~jL4`cbjH=-it zu723BeeSfmxbu$Vdy3cEkOU1VlebXBqI@4$`T(75 zoC?f|0+rq!``CC&+3x3WMK7??jM}E6W@PTQ$%_LN^|LUOPtIJIgAtYk6!2MCJ7C!T zw=u6r;n{rvewFfcFX`guG?Hj|F*PO`@&~N&+x^N>`_sLyX^4?s!=}a;B?=F5^p^74 zm$b>jw3{YRzb0L(&iG{&Z2;HA@l7;*i1?x*nz&!j#k52uUDR0oO4)UJ$RaFt(w^Ws zSRie$>|X!Af7$nUxRZz<8Xu)xt1Zd8%KWyuz_3P}Zjz93>56yqQ-JL#&sqNNI7=Qa zR8X_}%4|EvM{ZKPvWJyZ+scrt0W>(ap8sc;D1MwXARjWmZm_`wvUS0&H3vL#-^?D=e^=jFA~1fOIMk6Y zdbBo@q&*sIO}VKNMN8*;zyVnUBWKwUohN*P@ncYQEl#`IG&xUj?gY<8kl$K^aV@GK z7vgmVh-7iZ8+RW*9iw=fLGs9MuDb)p(v9?J+& zBE6yy#aWX6ZYFLX|H;#>MDmjI6(d47gT+>>u<^o13E|6X8RD;~~JrCgsfWO+AP0Zo9*jm!?RUK()*xup2DhKVn2x8h9{-T`v?bfYFGZ zuTdrmN0bnJZ9u|e-AxV9F4@KY$j~Mh+59Ifdq4}>A#t&9i4p2>k)}*Sh3DqzbE=`- z=gWLZfChyYE@d*-YZhSMb}u+$81Uo*Pnzd{c<&?y7PSr+27S&J;@=63RKGE(qKUh? zw8=-uq}aJDiz#7X<*h^W4rO;GIga!ZlK|pjT>D^>3wdL6cV^Vr1~{@Q;IzlVPsCmu zlTZ$CbZI@}X3V#QRcWK|<&10XM6mfRGaa|IRI9$u_EdSR^J}s2Sucz6{G4v#_{(V_ zA4#Z1`rxw*?dbCZ-RU0))L`ucCf@=cKbtqcktkntxO70n;RM6oY^j1jYe9a}g?OL! zJTP)?tRVYR4PvLRt)jglp!qz&piZGz5y=0x+WcylxwWF3CZW-RnUPAK-L!YbWu3@zq%bn?^Ijz8S-=Q z^2#uuMj{R9~@T^6JKM3**%m4|< zgOo&|t6{dSSXPEfZjM@EnZ3@#K4L7{eQp*DB(P-#-C?QD@ObUcFl6`Iot!vgykOo> z5w<-IQEo}6^s%2OBqww>NTPrZFCLG18A~Eg!IU)T7~2NIk9t~0f8*lsysyCGpZIrS zpZxb4jT0wHcQi;{VY8OOu#=@s4xH{8yUY%~X7>nxlVV#2QRi8q{Nuran9R=e11?Gx zkz+r`JEte4#BK6fApyy&JCSk;$iD=`sTxKc)Lg&g+CAGkh`JGa(L|)+9Q!}yt*7i| z2@0s<^r-Aw5jKC>$_&A*(XOd(zJ^t7}V*O0CFkGltOcWfi- zs2T;cRfR`?B=(#gPRlMYloU4Iv>co~T`}X=V01Fz*rxs0ABNo|1}%hSgx14K2D#!p z>9+APpEp8MMK1&dq$dH-4cnfU=OZ*KBt8gcWlg2^T=MT+c&g>WAy$9@WenuTb$MD2 zdT7Wl69w&P)HH>NvzF%pvl1|EN7H&nLA5kG_9Hu)`(|V zns7WcL;1{vkEsP-JV83+5#*YW0I69qaI$h<^y!40()0-81I~gNP!H7r`CL%zNG^2r zNqpWVNN=)Y>d3!mExBij26{#WdPW6$_FwObevAOM^yU`2-LxcE1OK&yV3u7)nu5Gt z=fWce502hPo7av<#@-4mys1w(ebdr9@3d^CCD7f9v>pY!PRM_L2cdHl_!EG8Fz$5o zcb%1|67Tx#2&DkJv*Th;Mo+j^r$Y)$h;ON}ho$wM(@WwzycGfSO|0(Xf_4E3X+1i| zoe&X8kD&Vx5IW}FxpC4rEC+dkVQ2g6o+y(JG*3?A#cqZs3E5f>9wI7cj^X9s(U#Ug zv-BA5b`7R|Bm~6Z!Sao8dJ{WK`;IhhVNbE4)DJ|6PE$Y{apbz;O(s~_SG#fxw}CDk zASxt|;aORL^P*8FN}s{s18>cMP|C5Dg5XQKEbU+)V}sX%d_8Rt_sm&6i0E7&)! zr$H0AJ_SAUqczvJEX{y>9+S8gKnHd2wVKZmFari zmt|P3K;eaq*UsH}R@L>Ny1<6N25vI$-s?KO6722=a$`AC{K3w)(RnIoELiW>9p@3e z+BD3KW3oKwbdS1Mm0`!~Ppf?6v-^|Y>fc1n4j|F>@vWE7GqEJ4iY-aInT5ku{RI74 z1QZX=F2&9cV3))CFnXWe79zNg(RTODCsf0pYn5=A7ChTQUo8WcJDu#!m##@f|Pb;Ras`yTq{J=X|XRvz}_C2=%YBXmniu zZ8ga_;%!>V{~_&GR$w%}&i3&5bUo@_cQfU*!x0S6dE9+f_A-A!1A9G?lX0MvP{8o& zfWdB)CL2<=V#`n4T}m0bEng?p3#;L*G7HbO=q?xsW#{U5xc?kjXB24Y*UDG^STKW2 zg@*rtQTk$hz@eYtR>lz4SNGkL)|MQ%u1y!mOP&0<`#YwE+S3VSeV zz%j`$I@NLIE9Kd5?F#lJcf+4JLgvI+GN_@xt^ocm&SEisIN^?;6?Nv41&-K;uQl8w zc}rAWYxQo$3pe=RkAj9+-{Ks;x9+YxY;gOmoIOA~@OtNcuBX&x^2wJdzto>ptKarf zXc|Og#c|%mD~iO(&vo?FA&z?AhDRk4zFKnSiZUix?GaD3dboY!$FXdaH1ot^j9|K! z);OQxj#tyOY~&Gm>I=f$j$nt}6Zxq4m+SKD4OqW^tlzJhsj2oihHY(Tyvv`gV&Gtq zbpSbv1mma{sHQ#Ak6k*Hsajk`A}lz4=sgysbaW?1%y*{nj|%Y_EKeiFlN|Ot+(Rfm z2Tt0biPusi{S%{v)dLlb6iB{9UZ5>8ZB^MmErFS^LA?gNden>j$Q$+s;*5Z-!-PVF zAOAMPB$HVArG@mL#+EwFB}ol{NpuKO&~vO_g4$nWI!QjU?{^qj0D!3+Bjs##A2I^Tamn%VhoE)sSY#Q z-UwBa+=Dl@Jfoj?HkSvOg;ynydN1Bv%&dT;nbf7RyZAT@8-s%xa4%;9x_|U5Iy8c9GI1zy7y?m7vr> z>&t>d3KPA20x3gXlJGnBfB5vKgpApFnUA9y&a>Wd(>B_Ts3UiJ6uf^oP(?k8_!TWr zP7RHDxK9(=j+S8{55(?6dXwbq52Id=DC9=g0h{5pPutka5rv%?^-Dw}P3z~Ic~+&U zjJ`7ubKU}wk1IQS7P66&wEZ}-9*eR0f+x@y0e&6Ak2l`i&5Kp~pYrbzp7yEkX7S}5 zmvtyJAdp+f7xqlHQwhuY^l{W&AD@K_y1TQ(m`WCqy+LuWPc^X>NJ1%cx9f`}VzimF z0@$Qxg~#{9i3KW+yOhT#3zMbEoAz9BZFD zx{hyx-&WocvQ2RYR4oRs@j_tcTXS<4FRO{fJWp3kTpYo>mveapw4Ck)1EL~m&-;>o z?4_6P9=VGqA_GH35x_d6S=AKoK{wOwkP=n!3>2z)rtYL#mO$)?fYT`Nk$+{dXuuNv znmtF==DEJKE~vTH6`M%bv5r-YVZ9T>JBm9JZ}I?|G^>1HjTqMJp zsH#qmgiC!NnB^k3K}keo2`TWxCk%Ue0C2Aq zVt7kX{9OXibpZFI>1u*9gCx*olS-}bFMPhcX%?Tx8UZY>c&S)k9yhMPkR7J*V2BCf zg&(5liB<`sCQ+MS(S3&Z^!#4?O)jE|d?1N0tY2qbXVC}tD?~KsL#XA+0Qxn4rIZ!LjD?mj6Q>1wq8`W&@T&Dmc8`zHv zV6+@e3A&+)Bn_9mSMC3-Z{Z@85G1a<_buvkgZj#XZFFrktbx$}Yv}?TDU*xX&0-Yy zfzufdZOWML<$G>C7tE;eXN7d|1V5KCc*p2KJmO5Em1XGdX8P z>=+*1I>z&+qc_t}b=X7E!EDVs2~?3de{M;sb3+kgY@$cD^p{KSw!~gc+(Mm$E+t5s zh8!vA#k<2`eWKFx&Z}|gmodAmp0<+q&QkGiQXYXNgajKZTF0kZ1XH^+aHE4DN!SZu z|1RGsA^SZp=XuO1A41;fGYOLj4+%WEH&~$Wf290w1^n&)nbPB?{rI|`Etozf!KX$TpmY>)W?ax?-R7)K*-Z9pwaAs~ z-?BtZe#B1eu-g)x*j#fMI7{9Nf5q?+_r#g1A4K1GfGL-B4RNqm(Lx0SmfcuazB#-O z+Djs%SwfBXKPY}>?Mx*LV`mNeq<*{8Apa=;4x~#~X{wcNE^t;4smHMd9DS*MDBG5t~hH=vmO#5-AZ;nK;rvrCl);QNMY zPcjB!t|3I4u_>}x2B7f8izCs=OcrT3Td`(IfdT**DtF~V#{zIRYw6sQkL^zvjVFM7 z>-p#uKqax)sgqr0HUVI{jw?S91+*pN7fcH2Tfj(pJ!a?(d%~<`X81^9ui}9$>w&U_ z_IpE@_X(vY>1v485;JDG$A~{|b4Q#OG&SY^7J~Y}24~&r>-AY9bLnZ&4UcyL!cQno z@Xta_&u>Q#Z^(UkcL&E1&-n7kH6b|S20G8n`pI>+k-T5$m1aNQOtxMv%`cARQkl}a z^||(ZK=}@9@r&0yM~+2KrE*EC`i{k-vGQT>=*5?XPh5__hq|B=P$r~YM$U7(k#ga@ z+f9vO@1k+$sK@=bZWuqlcg!by_>L2x{&MfMfmV7Fv{Koz@a+xu-iH(gi{|hC1mv5a zd2erQuA9Enl+)cldh;{!_hp|T;aF~CJbzi$KMBUq&}!VeC!++!&-;(NoxC<;{~OD| zNh~$Htzu9S6M*x=os666plKb2#dn?9LSF)YkDM!~8KdS*SKQ z{a(^qf5%%>|0k3@KDMRLx(nm5-wUv7PW*mTzk?|#0g2z*v&mC;kgS|6eM_-5QamT_ZTy2}cc ziZkphqB>)tdZF@d}uFjeIH`@IMCYE^vML%nL`1;wMF>zfoPg!yrwI3~4v%T(}d#8vWeTjW+ zI?~TIRQ^EK(hYR^>iED<8B$b$|DV1uZQMpfXnBrBa-)|5B!Rm)=fsB`d*2Vt?X{c2 zwrJbprx|32g_%|5kLBK-IKQ#5>=U6 zUU}7elH1W*WD={TW1LlJ-iqFQo9-1Tj7$ARsE4`4-)W6M)#9TcAhLr?x=Vjtv#+pC zA((V9CKk!S!@h_oidGmeE6&*Ic}Kr%?!mwxb=f@>S1kbr@f*ij>gCnK!u}bWtN%lS zNB5#{jSTQGfB9HQ`5zRIX`k;#PiG7_-UA?Ln_bp}@)O2X%QuX-0>b(xk+@sVYvI>p zN@Fe8ixr&5gL8(RzQ^BD@1VI}c!N|s#`KZ8(wxZsfk%f!9Ir1BmmQ!WQp1dbr(eNj zENjV4yWF3aa!!PS`fvZ4opr6(#jodY=-FL_tU=?*1!;`X!R3j@x2PlHGu72Y0O$w1fGg=3dR(LYZHcSjJx=Vj8y&>ZBpn+C7KR=(!Zsoko~ z_|XA8E;*{mv10zH7$64mDpzd&BaI0b_6NlA{vkOgOCZy>v9v4-Hi5U$nf9x7e3e;^ zpR+#L=8vZ&`k~XZqSiWcO4$_LFRfXFZ*Rln*wFtqS3mmgDH(^V*-j*mgTpiq|A@G- z0h`*Le$okm*1uWEJjIw9&{X~J$@=I*Jt~J67;Z2f6KpP?L-SLEO2G}5B|o@9rMUc9 z08Qh$TS92ol-jh;qY(bKk)*)wk^MHjD%3TZY84WAHi`%)RtwLyZv8!Lb9sAxD)^0* z<-`KTxP$O_Kd0Yj)%|q5q@R_$pB3<@cS8HBNH+_I`K)i@L2m~b$0V8Y8W#;abkxML zF<4-*e6;=vu=_gzx&9p99|`_YDK^9A8%jvT>a?=yA7ai(BZqg7yHoOW-aZra%9@$$ z=9>=z>WIF?vzBWH3PSJY7id;S)?0odOn9qSVOszgf^6aYQ}n|@$S!cRTE}S>08|IJ z=*r$}EbIEbb&pZ#xp3spfJ2w5t++fY?f`YS{X%Zfdn@HocHu%NXiVwMsYsUTo~h4QLNhG>Fn*|W@aOQsObsB91He{r%NtqSDQE_*Fb46GSg21j zSx?JH1yJ_wGz`j|Ks^vuL#V95d2As7biayJd~C9I zCJxrz0xHc=U_b;0qz+atDP3b*44S@Byb7aH1jNi)n&N(Tb=83M_o(-hu4z%7D?Ngi zp+Ll9&a=QNcfh$)dheQi|BE0sM}ptJ&?X zL6^c5U_+_`%5_XVs*8MM&zz;29^t)mf;QK#M89V*^VBo4?5#GG{M6B&rm>Qd@AlgG zxr`@2Rh6(DaydGblN`(_5@2_R;nFCBv>9ibvy|JT3OBQSSx5t>S-wT+!Z5F-PN}mL z>m!SW*q}`jTh(HwUYVeC-a_UJ4$H}S^!`|-@P^fa?1IBQ^UF<0R@RNsEq^`6ov39? zE7i;wJu;`yYGF7ZcL_|uC60qU#$^ars2rX9qGRZ-S9%QB%GKQ82M_DE2tiOlRA`o? z3!DRaFw-l;=iGpaQ_8_?7gk(8A04V#dWU_XE@<<}Ua0st#Prykx*H4_s>Rd2GFwg! zm}sS(ZvVx({nrr4qPKRh-GfJ!?g}<0cExd(`X?`kb5v|Wt}beY1%5SvwPQA%?#ZT*=n;!x+QNn6CA#dc zu>|j9Jn%uJn0`8`xtyvl7xB=!SLUHb113n}q;&A_XE!`Mk)E!~h@UwrJJrCPGAdkV zJE+EeQ&(!~KIo&Fw|s(K09&O5%OGXctiiNV9;8LHdG|q|xsmM=?dYd}7!shlQg&f_ z%2@|9LTTU&>Opc{jA7LD>9q-=Lh;s({Eym~zpWXm!6oViX)_-B4I{;uJr6=h5)^_0 z$PKue$@&=;mW^Lwr3ht-tg*PJ5YF|FD)kn1v#OJc{~E^wF1=M3>Md%4BhzU`mNYDz zifl>#&^h(aioHe^9}+ITWaRqu&H8LA&xySLH<>P~|2`{oxz}}83Wsyrwi=aamG+iO zhB2raerkt@b1?y&9Q5HbYlY;ORdwN0s|il6fCdRjGl5UR{$l<;SM*vo4W|}&F|S&y zKwniLxG4Ts9q*vZTMm16Zb^U;_D8UefoNx0b9Y09O$@Vkt{=cgPBvvGtLZhFs`^@Ell!b*0|umfHzg2?`ezjW;+%XTh^-!=xZXLq)N4$fqnduxnwTN8 z=9_MD{AX#^)TVLaBGIl;;9N4TlZD67G+Ek!ofk@55R#j&kfvy!L}vgBUE@nljO_JM ztr9c#gbRd*)n^T>_hOxZG4_kMd&Xn^*pT_!0r=|bU*r5^L&a;l_L4;MLkj~3v;T5F zH(g8`(`G*0+e3?2da(3*CZfc}-PY!Zn_nljRsbo6#EaL!a4zm6lLr|*CWeO0`+MpO z^X(5Z{uq6klF`eCo7V!_jHVs?E-@Z)Rpj6OZHH0dxpYrkNh4~bYR#;jnM@YHD3s>j z(PfgHkpvd!kv0@F#_Ff-Vc0e|)#v6VJG$Bd2k(D76813ge;vR({yKnnNE(V=!0LC( z;V>F&P-L+b)*{2ihZc^zn30qz#v^SYb|FGPVH*Qq-2{J}-;^}4HX-VD8T!l2`OgMs zrx_>(;J{)$lKQTMdq%3oHijJb*n;k@q=FpT^2=L-$Ub!WZe_ z-evbkLniViNtX?I%CKU_`}%2H;cSa^_1gW%q<36Sk5hUc(H@cM5ZAv%$~>-_Bxf;_;H1i4R*4hwbj~Pnsd?;Wa&LCZ@|fC; z3`Bp*cg#3py1=+jdUckT(0-&(yFnen%`Qh0v@~ngkE&*mI|spuB{mnQsM0KArPIx< ze=BnAWv5nAo)0VDTsBOuZTNwBkp=QrPeUVUoVj-1k&SH+x(1cxHgq__Fdb)gPhdWt zZ7*BEKlw8vZT8Ge%7+t${c!>(t)6Fr`XfP^hsq6~HD}^I5EPEB_Uj2Kg!=&5X(Q=< zHz}EH#6y5`YHyxm?#6+}O{q|E2_unnEK@~EC!gy=)k`>HTp2uOg4xvuTc~SaqdwA~ z9^+!)CbZa|<2$0nDSmZZqd)kAGt78j_Zc5aBdyAxR}ahbD8UC!8?xO!|LmvU4Ta`( z$Qx(?Ezv@Z-L~#J!6jj?!S6jPL;c7Zu*x@Mzo5u*8sBF^UxE6XWS=`lc?>)k_AF-v zY`yU0dtXot_*K4JC$ldt^0}Vc$S;+sMdj=@N~5u+X@HXq1ag_8E!p;48O7QHl5In# z;*F~YO>YxoOP;X+;)HqNizl0j?n2CkH=qGR>LptDKA|r8?5UruG30weX5^j?(q2OY<90Rw!@6$vbl3>Qp^-&RQ7=o)+49e3P|T7++;TIJBn!%rh#2^8Kf!( z6qY2U&LUgw;7}#D=U7#w2enW@IoSS$VhJZy{jk}yHOO)|AS4?1yzoSYk#(Az?4P5^ ztC5Brimu$7mxj#qDFJLgT8W4B-jV3Jh+;u?Bijcb-`x#9$sO$p`EA@Y*}qW<(rmh~ z-dA*-O5WdvNjbi7ig$1EWZ^hwWsaaZTm0e_m2&Qx|BM@xJix^0yZpg*E_iO}L3I0z z{poMJC6De=aj(}qU&rA;S4FU$sl~qZM!#e?>>oMU=3EM64`2T}nK)p`Z_}3}bGHmg zT|(;OmXy1Bt)LY-C8{egpbB6B`eL=j{Ocx|DHrsij!+u*N&$d)#N9;vZuGckL5cFt zhv@C~?mP@{&CaT>KG#@=GW&XJ;*}PXi_{RVXG83MV^LLTvEUR1+(b#A5bApY?WGG( zV++)el$$QMW?bh2HJPUELId?GUJTLA>>0YU&S1z}A?4y4cf~WAns2QH=udVqrY&Ys zEZ&@w$K((3AET2yetAlwe3oDDe$*@@*7LWuvwRwGY(*NrPiv+uGkn-!c{xc2zgkyoJ8M?YSOXA4%S-DI|8> zFxsKyxJlfw8$8|rG_=|#I`>*1XOFZke-{9(=FLaOz)g=P0pPB-X|Y+aNfAvZou zE75Fv;yWF~$7ilwVeWhzS0A04)k(;kD&9W>x|2<6&nVow&DaOS<$wiQY}}E`9Am16 zcjbn!boW9Ne)xqo%ie%}6&N%7+CR7f9$m0h2&xbnfJ4W(MdDe*6A*=M>LnA+p&Jrk z60Af7Zg6=}6I4v87oUYif1f&EmCN=Of<$E3=Ec>nZWUCEdkq+S{_Oyig2szi`Z=8A7y6Mqz&h=_ks+~N_A&|-jl zfRq$EUd+Av6hnCOuIZDwM~m#iC70h_YH0#KZ)ac!8r&tCUO`eFuY0>s-enSN!!Nk^ z^|WXAX_Gb^R5BB>@yoarFx_cOD9%jPzza1uRVcO5d{)jo{zOlY7ACK`q5tY$DEC9c zFF%9@7u4e5G*I|ko3(!|I_>ibtux-yU52&Xdw8u5HP!Fy8LJYprFk+aSQ5Hs;?|?k znVR*&zrnim64b%?2jAFsVFFrKo@B z_g@1{U9RACbpw|-OBnt*k;{4SgNz;alkSOx!dM2u623QV_l@s=e3MkMw@68$TxKEr z;E;Xwf9wA=fcF11frEP(XeNt}n*Osm2VTywWN@YTs%0}bZ!?yy84GX5Vz(A0!#I`Q zNN(8hgHVeFnFU-oV=)UUJYL_(V84?uC<@+&WoyG?hrhk(o3ZMH9$EGMy{iQ)^I7sp z=Kd~=-3@USi!sP%Cp*QO1??UqWjj(og`bcq-jU4R4f(xYmYYPxu1W5M!yoPmD+gtZ zU(jL3PboY^b{O)s8~(AC>99I}%!sO5>FMF$@ZSPbr6yVvVHYfasgpK<0{*vF-;hYa zuu3X!2>a7ji?b+?8T+)fM?NiCS(>aoP6Ai!ces)Km)?%GmUY36^*h0Hh(sPxZz(Hi z=u|z=@udk2nl8%AsMJW*L8pSdoZasWvl|?m$UgMz@q?c2-0ElKePRNBVnV8RYMr|% z8wOW5dLyg0TRQ{%fdBIft;z!)PWF~4NvlIyz|Jgg_9hn|qN5f)w{5bCn~~+>(a(QN zpZ~o!XM0ef$3<+1YknxFYjAdma+5{5+y5>9X#n-#axKaOH>sleprL?4Sgj)k6cH=m z!DK3ayYdVrKfMxJb22zbh^4TNvsvrd{VPDBNi@4}I3Tv*`4wGti{vL%O|N0xiUSbL zoj)oz6WPYW1>3MD%@?pAKh{{#;iuE7@7<~IC4pM(Bgf_gd$urNpumB`=fn1Ixyq;P zck7(bNfV!wn*_()q=7cD(-S@?Z~2P6go+j81gcQtzvbxh&Q2L$dcn5`SrrX0nqHJ# zBJNiWLlX}KA0MQ+80O^a*vxAzBZB*QgYl(h10J2p4bIFP6j;@5aC4C>%!vKiy%xaH z&PbBLFze}l`{bfdb$=2lq{)z(EDlXv!wp{|4%ze`8K zvdkZJ3FTo-nM-a|_FI*oG)$o_Vd$%#e@w||R}OnYLz`W3e;-%<)-jMK<_-yigdAa~ zTnTolI=0OkYfrN3X6QI3u#o}3&T`*glQ`2QWyxSV z4KwwinK+g(3o*Eri!kWuw|aEIp>1kmM3>An)X?n16W z=%2)}t7&Ego-wQjJGN-S!`NXPa36t8AOU9)zdx8R?LY(OX zfpN+E%m}9vY6MryHm*7UhgPND@5;V{6R6svzT2MFfIj%8h-{W$2;EC~e0+MQ^TP^O zT?Wjlf+|*A05hp2-O3=t9vprbNuogkM2h0cgldj3p>_*6 z^cY!X>1|)(T;WiqLQ>BfrgPp0(9)$Uwc%Puu}c#4Jj_*K|5KrG1=~~Lq8wgh!vw8N zi7FV<)Au7U&kLdrWwpql!nS!|lJ*gO3&_4!*bO{DyJNOKCpxz^lksX5!6_6-@&cqP z7rhK!r9$i^hd%%!@8@=)iIj46inV)wQCn12H(7xM=v`x8s#7wDqcSfRoj6bdDfwB( zMq7|IJ#u$FN~f;?{TN!E2Y-!G`n^$?|rJdzju=bvbG413R<`VA{6 z&!OvZP1^AU+8Fd3{MxgHv9no^ghzxS5+4qc3`|hrb)--OLVGaY)>5M=c0Bg-V*|pZ zs=jM^%WG+_4bN75%#=f?dCCIv}Ff%j_hi8lSK_HE)v7w7xP8WBQk0PGsBF%n#V1YdU3X6$@*!x z6Ymd?t6x|LUsoWM4gEFOJGiFqEkQ(Ysb;m?7&c5^b!UtAb{*#0;fvCEqmIg?xmuvK z{CTA+FSnB161t!H=W%OOrW8fr{cP-xFUK#fIHC3{5Q(|*=rc^eIVcq~Jy``#74hiy zGi(hy@N1Rv@%y@AKSE}#wr8m?!j7dx@jY5rb-!7|&_Wqz^4aW^+iiqZKm3M;M_za| zAmZwH%Z>4lEPfK_K6MzT&at=;^y2N}q`nM%rM!1o;5 z`;)2OT=X8jaa>k`Pr8>?T_=Z&mA?war-5fZXgP|1q$ja7>!gXCaGbR!bCC~RcMKfz z)_vth`*6>NXIX)S(d(oqlHR?opKurVN-Qy2E@76S$tGqx5KU7 zF`QM}jUQxg+~N_!FAF40YjL&sUyYuAYP~RDfCrJ%VM#Hru5AID?iitVym0Z?d3-GB zXfNLm&`=&wDKsWpI4kv2sy|jbT2>-~vQ^=@wY1Knp8)d=8%KwYdoK7Qwz!Q5x#nw{ z{&NzYsU49nISh0X+QkKx6c{Hr^@A^Ex3NN|Eh)y6?nVrwYp{ z*Qwd>6XVX*ams5yF{TG8>mi%}>1ddlnjA2dY${tatnzKkPKz4&2OOs%{kUnF(tW z4{fK)5DIo{4DX*{^OCUY55{f91r8UWsTW!8jRLdA0UHLjzeA-)y>NU46j8$dQETTIi%TQSv z;L;`}@a++^jf?OQF2OagW)`?>Z3sN^U+(~O^B@EsY7I@zfM1=#bXK9#`(n@9wN{w9 zatd~6PE9_v>0W3cYGG0p?kE>erKw15M%j0?nujb%ix^6ErT%F1Wi94WqJojlv`+dy zS$Mpo?yR9{``Wm_-zkx@5nQ{Avik^S>Yuf1%?+7ccXrMiO6&($_?FLfb z>6|Gd#!Yr|ip~2A5(f$TBS)FM9y6VGKrS{1vgWMmGM+kQ;tVciA(_c{ykiub1GGN5 z@D0KM--6)IRjE$G$bW$#N5b%Gzt6pUiORXvs3Kz6mLlEQ;iKPXv~d*?(887L-`*O0 z1*Dh8ukV=WX`d&BlNq}7*g}T4R#Mf?b?B12T6R6lJbs?5`Aa|e(yo@Iw+4V?ofDL7 zw!WdM(cjHkEN>aO@<&>mg^V?5DS6SBo+In01L$jMRP2A$_d?cqFb-W3sQP=C7qEMp zF)DJHwfvMr8}on+oYkkIPNqUD(*ax4j67A#J`OD0;q3}s_~*VOXNP`m7hfaSb|t;# zpx&@blKW`%Fce(aMyO9<$Z!)_(@f-%yX`zT*q|>m6IhC%qaDA~g#uJf=|=1szWHv-#t!a49` z)5eos0x4vxp79z^jIQpPP3-$8{ec$vX)bYojeu zAqvvN#rO4_i|3aOg#Du+OLjLoH@V7XDy;Z6dA$YUo|!d)~-?0z|vwHxcR+b zO%BPDpAiUvt7ka5j>28r)a!!|FsB})|L*l@2QK>sOr3hy<993TSZ%6=WW)Di8 zr=D?Sdk}>myg6OYIaasgyra?xn5s9X%Y#E}SB#5P8o`(GgJz$AbP{T{^=xyj-N{^I zuad7&XlTOP4Wp4SlA!;ccyTPuD4=Y!F)Xs)o|_K zk$vCZ%Y%9oh!`TDR@f<5oCEq}>xEbSH1@Z9ac7mfp-SDF{KruKV_t-zY^UeGTvc;M z(k%cy%}*zCZOw~*GlDDEA`?D;{loXt%-sVA() zp(8k3m)x(>CZru<7q-u4FyM$d?z^HSFX?%>$x2PDKaKv1-+xU*hN!(M60fzF_Xx?w z*%TbmG(_sqf`WnVcy^k`*hV_Yr$tNKRFA*ejabNd)W4^cn3S@$FaWFYXZ+$uoG^Vv zz9agKSW?pb8g*0G>MqOEHV!BqTE=0&4L!d90K|Ear-CG-uQNkhIf_}T<`|H%peRfI z;!r_F?MLFb-!!OBsT+OLO@%(;r7bFAI0^aB*>AonPuerpIOhA}Y*tXrQSAPDMuo&Z zT44N3_Wj3u=B`RqZ25JzZoO&&(cYb_w|-?xjU81yy-ZmBy0G~v6`CR$zWA zxwiK&R&H7vK_?t&HE`4OMs#1rdWBJww79h#;$%U9@B=@^2>574Qb>&qDB~uSrtZy# zQLTxiT#^V^uPJZOwZ0jV7ppv)W^r=+*;1uS*tG?H}G>I&~=DF5c1-@YS8x%u__+AT(Y)SDF9ScdJQ=RWFO|oY^DW{}z=ZXmEKN2T18Fz~a7^HiTrm4w-iu$25LT=0R zQ*`e&>rHtE_2aVj5Z;r|$L%X!HR+dTqJ4gEux`dj1PaoEIb&Ri#!FplkpAl}RIjP7 zapgK)@!cB#75asJ*dZ1O7;C!kgl8P#qo7YBOkj7*=xTU{W=qqxw2C-`|oV9ZQ$eNOyy@N{567&PFALCQinp1`392W(*71H9O^ z#~G;p#kc(}4~R{kivZ_(nz!~s(Z}9`5P4l1ZIP}w@-o3@@y)lS4S`DiY4JA^)A|d# z_T4-S&o=c}vyExly$%@Dz}G|;D6t8uw(3Tl5N9vRtX#U5rLL%`?weW+pd}o5PTY6?Cn*9iU3L*sxkxd z@UKAff-`Ka%p}k?|C#?!1tD)yg$>)(iJoh|*J_1SMK}q+@S`rK+0Si8+g^z(QKmMARO1)^S!#N7$;4eQsE6Nas41`JPIWv0= zGBtF16PeeOB8VLQRC)2|*+Y8sUsdY0Mc$>)LTyAZGh4gV3%6iZT@_3V7a--;$QL*( zVb{Se7+}vZKyAR#6ATko>aRoB<7~JyS9u@MvwekmmpeRK2gPgdt`WE~rn?&q3F%f= z?LL5CISOaRp!gLAktXuJf!sHU??jz5Xxk^k1Dj!Re3xk5x^LhrbIZUOgCkd1)g9Md z6qf7~De(?^d2~AqG_wp?@R~&P*Fg(K1E_PCdi?m^=@LN~MXKq92{rsU2Iyi1uHFa9 z{{HtXo;7;9tMu1+yGQ!6>|a{d6|XAq&im-$Hk^fe?Sk-~%N1`ks5@`h!JZ+jPA!W! zNR?+Mv)G%}J+S3IaF}JW7e~?86Dd7KahAT*r10|k3UI(1v56V7@#(XPJz*33z{;1$ zDwe}4mdz@b$;t<1ioKf77JUBH-$=`4qq%Sb0#h` zC4y)YmqCfkxQWZ?iJ;2_&|v~W-Ce2>o2zxuOaf>u0W^>Rf+Z|BCIGQ>Iq<|wyXNKh zQOg-o%WtEWqoZ2TO(_n~sIKKjFowFz%Wuy&B?DoNWr*kp+zW~GEjCU5^xF-m>7piK z&I6kVZJPTHCp8IuojH=PP*Ng$_dq(&*jZY%RQ+>OFQxf9Us^;?!09GL?K-J8(>4-^N&4m!*}+|!X1@#`T1re( zHBUqd2nz*^GLV4i7WT@OnK6Xtmi?j3{X=$;bH(>08gWHja023>vbCj&U#!vgB0P7e zBdVH!XG(g73e!^JI8bv$qb@Q>^8uqcfFhpGGTOf+C>@u|*E{)Li7Wh7S$I0DQzBt& z1JS!W>pX5OGk#YAoUN7@xXBtZ;l)


ts^UoyM6Id>D!OD9dd|pJ6g$ z_Vwbz6}5o?bYBNagQf?8A*?7m&>VQ(^mO<-ZYnFD=0y2J-q( z!)%^uiR&vNN`M&rm$KRgvl7DZi*lfdLOMaK^~_7vb(W~}Wr6({ z%VII~-Aj*PtS{tcc8%OrrNFL_EFrZ-a3WR9f!5OPiouImsD=D?cfP2EzcE6a$IT^f zZxjz#-F#BeB)!9$Z~t3#lo|v12;1>Ghh<7GtQdDdk(*P^Graw$*Rj>rlpnEeT>7J z%E+Y~bQDQxiPmrdIix)Dq4fVzi_T!T+ zuJDgld7D7@+yzqWwoXa(hvoY4SyX zKq1bOopWHPxwh(cv#{HX;dg21LKuTwY%p4eB7LA3rHtHj&rgiW zy6|`97VZZ2!3dKgwD!u`JVpomee%mPB2*{>a^8gjHf0rxdF#4y8|Ge-!?aW{mhTA= zc_{A%#Nar}kJ}vbdqsoxMUfeMW|s&LS*&}uYc{i4!95{?h2~}S;K~Pz=X6Y*$9cMd z@mkAffB$O`scUMRGHlV$e18KU%YtmX%lvLaDhAEzbRZjGhJH0`L4{JE>dXuFtO}&h zHukf8_52YE;LO4VPP%V=^x%gJicE4JsF)&8;X_4W=O&(gG>%^M=o(dqi045P&ci^m z?Yx=Cf30JjXRxbric_l}t+=7^T)uqoc7}&JTtbHE+L67VGQY6q2x-HAH4ER$$~NXQ z$SQpEbQyJ3WrNT+Ec@y65@tYA1_eOw93WawFVQyqAg{s2J1zgIA2@9gW$6xp&c@Nm8>zzzFqfn&XN z%sR_&#S3t+;pM+TeeCgbIkDh6hUyQYIf^k}J44XIx5UceX?q0pqjN#*e| zCmto_U}8Jwo@B0H{n1{Qiq$(^2pC$f-vwU8kgf&&!23?a;OYN31HO(0k|*bMw$Yq_ zR>pvaBGiw;f&b~zpc~4;4~j8P@?zvEMO++kGKBx#>u0-G;L=O!Bq#V5 z2cn7ehyh(XD3sWL>_}&Jpmj9FVjmA{q?_B!RRaa|1xHxS^WZaucQx>#trCHJfK={3 zhESa#%d{hF8dwgI4{7{^l_J}5QnT}3ecK7zLFFKp)2ufx%e4sts5|j+moDT8^goeE|`9Lr>CDN zXw2o&bJVsSLwJ3WS%kU4uk9)XulGfnoGRI=cFve5&a`A>%M*tc=Y^KrfQ7B1&df5} zCSn`D#p1lQ_t-7eI2Y|^EWryi3v<9G5ueWUw3xMkPdWvWibZtuL>s@Hy$rB?gI5oS zTKf95N>7V8!WOu3qpHlFQ}EKO$#kv|4usKpCwg2Pn+`pVvo*YWVvb*~W)^lTnR|4u zeeHqJKXAzOVbJ`f7CR1irUbhde8+&z^0y%YDsxEKGRjH?Xt;09D7 zU)D>*YD!{}o>doOUh%G5cy{M3rsB*?O9Gw8{1oAYD|mIy?GR?hhe4#)((+>3kS!K# z`bQU_j5o4swV~BdVEf?J_GJT%Hi-Hpm%3w?Vi#2+ge1{xF#E9=R#rQLKU8r-wcPHU z-75_6*ByYa3gCb;*Y|5&z+OZVj*@fjON^4z?Mputu=%N-8-K`|jf%D%yvyGA!kTMG z@Uf;@Ok5eG5|sb4=4KOIzipE*`{|0~ImLXQ&N#?keK6{<*79lb-gl20MmbkiK)+7D z98vRDzySg|yWx%sn{>pbcQ|d}&zc>1mW%YaU%Cgz;t2|aH%QW10N(MC#h4S>tu)tw z?Cs0sT0o69co_IVyjn%iwE2H;py--m~+0AJ?HG|A0*@C%E0p}#HZCrJmah7Qvhu=oCX)HD*;i|B`o>XGEzbvL$xSWRd6W83<%ay!-C z#f(F@=TYk4%vvp;M`3K5qG!#pqaIv*$NG-h$Uq;1^cBqtnl3Tn} zaCWEJBF`LZRM`!()4vf9%?~BlV7u6aw6%!IPDVsbbT(I~Vown9&8Y!i!pno|G|uLs z95OX>iMZ(|+SUb-s|14)75N@?iCEw}SQ^3(*cGmSB;;)`89F&17jF?A8$mwjEO&RH zj;Hba4CFz*mNyZqT><#J8{6b^JeB~SzoXm6#0qmWH}$Z-Qe+xK@E*)$Q?atBWnVH{ zsf;+1uTF83>lKhkdaK+uyKUuk393?N{4-t>OGyS7+_%@-IbT&-G z(?s4QVwe?4l2z;hSo1kB4+)SYL3;;mWbmQUS#l%^aPphMJgTqgu{1^-aE!faPHI_y z+=K&e8#TS2LO7oJt;KJs>S(KB-)q8&JA+skhfIA`2xm_1YQ;WdY2G*Z`MtY)9a=ID;E>^S1ulZiBzxZh&C09Ia4mb z3PqID3nAyw=0uZN|3P_>6gV<5##G5>Y3V$yfxvio6U|qDJxB79WRwlL@8@j>@M;&Y zGD+y!J>~Rsf(YNw3yKa z(8C`f;1`<>*FhF7;BOvn((u-k?-(H!SB&YLxOrY|+V6-~ncf7Stjs zOMW}T=|h(yUa15OIGp}g*4Pkm=8tY(7?Z{md)!I7llG`Ki%7iqnSn_brwl2H1Nhcb zjV&{5|MRkHc~S;ty9-svXo%bZhaDA<;*y%IWEM}CBrKBS$jCa;B89Ip+T0aabOO$2 z0@)I7i6!4?uf)&-r*nGlnzzEuR+EXOKoXrHjbh#wPC8&DL%ghmKxhLBluXRLHA6|< z)Fx${ZCN?zZLX<#@V@ z*)@w=z%S-|;6*4N8e~!Xts~1jW^Wy{TbjHhMgwUoK0VOg=>qAyf!lG0tQ>=%3Vgif zqD`ML?Z~q$-oDytgs)rI zUl&98#EDTM$q2=(yj@bi4sf2WVCmMy5Lnq#RsW!OuEQ~iek0~eH@dd^DpgWu^MRz} zC6@*s*Fh4J+sJ4vqL;D!c=WqD1k3OyM}50X#wkh~_fQZ>^^EYBw4x7q;oK2jez1qO z`DjVrSAyLWIgGaAf^h+{0vuUQcBnVc@b$}dCP|@Kn!w3|z|j!vw*eRm_NQfGWj=Dj zXrwRoz%g(bS0e8nB($4b*D*V@K#N=hvfwpSj@8DrDDK^>#o>7nZ-jD?mIW#yMOYRo z{8%t=L*ZpXzbW39_7ZUI?3^>Ekqxu`H(^i0T>t}WOqYMZj| zwc5Jhe_8570YN`~Y4K`AEhqcMH*E0!XU@V$9IQUZG>D+|%AfyaY`WjEe9oAmbNBai z?J(s4sfwEl*-=Qso(rPwh3zI(%9mR!Ww3Oqz)tI!KASZdJS3aniBG6RBJr^t56t_V1gxn`%mLvn2Ae5aJlZZb}`{BrV_8A!ts%^}~2miJBQkjB)=Ha1`86T~t6t z#rJD=E%RJk2yULlFDICPsxpKng#qX8M}8_185<@9ICAbzWV6 zs=v=p6us8+uHHVRu!Jf=3J4@JaYUL34pQD28!MJ)&P)5Xl%WA@5DXEQ;|2Hr?Tj4J z3&BuDeEg4}u)pKJS=;;=v=W8ImI|2WCdA|qt8Fh!NIK%8!jtc$kY1Rsw$^IYI$d zIL^Ozb0IfDG+htB01vw6I?{q6Ajpe7ph)27&ncdzEYf?3D*bGJLk<$dfss$Q5Td>{}M6s z*70Xd#~kLsNx6)NCRvS*r)Hby&-bxp1B$}eAfbD^3^4iUatnjOK`VFoy${|6Duydl zb>t88G|#HK4<*iX@VFap%W2beFALMrFCiD{H26r=1xSX-e!dVHN>d#pG#y?EO+3hC zea-XI7l{1;!ZXaJ7ndL`D(=!@hp`0tf+`Oio2{ zCMLNOf73u-w$ZibLl!}m>iIHNc>U$;_& z0?T&{Ppo3wdS2fmXq~+LCFGfLnFY2_1mib!Pn_cQ7xK8*&gKeO%>*oV(Tb~NIt~Vw zkw`urvq1x3ccMy&MU>>8kvhJGn#`O$g|Pg2nu$)C1@8`XhA3nh)a{`bAC2+OpBy2W zT?51Slp!CB>nnXV*$AE(SWDT$CIiXF_LVFG7EfEq2^N+B28ZWecKnzx5mF@g20&$4 z)Ne*9>8I={IORsv*f57dZh}D4MWW1L8v~K@*VO9fse3_gY5strqV6os-igGb;v`@L zD!WZYN56=4u#nAm47a={oD@`7ZS-&S=;Q@MYa>)bxWAM;oAZV5p#Js(57PF6LKTID z2USHoRYieZhUEn5aEO0CKc@xo*3&tRwDajC4o%^6VA-ovEEUZ~#@aQGzBYH4@NN&( z0rPoB3Jtf{Q7=9NA=*M)tn4PM_L-^n*0@};fFNnG-Y8X)$E$Lk5J%*(0l9{gKa(9r zE%KR96-!zE4$OSTJ_v?*_8crDtU_uxw_vmXgW6X>=GyPJPw<4#cA7InMa8*d*w;Uy z80;EiZtf*5J*882rS+k(>-5owLbL3uL2Pi;F-4e&Ao$ZIp1*%_qi8uedvCblo3o3m zQ>~EY*;(g4Trsk?$@3d7wY*0T`}t~xgU?R4IcF4-fDWzLiK*uD8(yxhi@T0mRP4<& zTg@gcw5)cUeFrZ^FFwtlj#<)7Y)2M+gr}EmScEWmqCB@D^_}wbwTnpDyoUu23bYQWZ-5m=@2lg{9Y;+|q5-0i$Eyoff4Ff$meP`;UwHg>{= z;P9;x6*>p=%3kMIfjQC)hPw+Rdy#VtcfHdz(Ce*9XFJjN`|ykCSzgw&$I&?Ovm$iC z7*M3pV18;NnF)d3fRBgj>Y=tvUcYx>;!ESk%ps#I|M)YMO z2TUODL(upg^?7VRT%Yi~erH(`Y=7>iB3t(!BFiYo23{K)6zm`O#YvxLn9mW|Sh~

0_40uTBtLQz-oxN2&_A%-b*PyioNeE! zE`W3t!f0WNy?dG}-v(71XuFRhYNx6}v{eCP-xy?bl7uL4ickuD>(U4%# z=^paupB!B9k^0lo5hWkEy~%iSU^GcO`{ZFWcO;oIlpCw^ z^8OUMrZL9{F?SRne^SYT!Cfp%@uUqaRAOr$l)34Wg%VW)%cl;219%#6Z*P21g)$C8 zlVeljthkfhM9OytXV27+jojkT&DELw707cKm1$B}i4G*dkcOZ*iiV1a=$F+wqFQiG z_i91^fi;^U4v17!t9~1_1|Emaw4!Bf>fh?T&5{Of;;8JYFx7sO!I2zlAe>}Zj=VMO zs$WLMFF$jsT9JFRuH7C=nYg#L#(Q#0=kv&D@rXb@O4O$^%FyQr+Ve1vUeLhnq7sVT z#~8R-p@SlWq#Y{v6D1h%p{8+s?v?yp>i(_n0~n2+uDssQ>v9$S4;c3!jacj7_}Eeg zcgF9`SX27hdC4L8CSnf+E$e|DM={{`z)@UsM4+2u>6%w82ZUp3{sp-$3SOmNxK$fs2Q*vEu0xceng#w5Ylq0LO&o=x);w7C*;^B%xv6} z2?TTQ&rBv~uT^jEPu|oGcrS#OVcOg_yoW+s+!NG{ zVSdk(x&vYy9>w#<6mu&1sB5~N=kQC%+&DPkq^D_wC7Gjzn zvsNY(R7TkN+Ps|lf+)l)XPv>J>8G;`*jh&t*(UHB9lnV%a~6J07V>(MH&lmW_2Lt~ ztN|8TOwC#EE}$fk?zskWiUpX-!NTS5hJ|5P@>mX3tSlxn{^;gFw(Hu6PtiYLQL+Yq zzoOIz|9(ZCa$(_=ThI%3_Wm3)dK5)L1QOI_k#15R0_=u>_FfnfCY#6EHd<2cd6-Ym z#Ap2s&{EB^@WW~U`Ti#mZseW={~W>$9$@#(x zH;_3}eA2^?${^Q@P;NCLyOA7yEAC$Ys-Q$hR6Ax$YM7Oz!v2YLmW2}Or^^=T^?L_3 zh3&}F+G}$sIu|WE1G?jw*+H1SpwpRhQDSb3xPw`xJv<&;O?@EvQ=lI2dY6)7)$zd9 zJnz*HS&?^iLvi?1M8f3V324!0KhiD&T+>tYw>0i)8;!i*8jdTGDcdQMB*HtGO}lWX z-z+mq@O}~HgiHau-tgczh)hMVkA%<{5?pZ^tBx$gSLD~hW{8TfNZK&3Q@UV37zKL1 zj5{y8 z$3d7oh+2t@%P$zs4r$CTNM@I`@~Z2TJU%vx?Pp!x6&%C&&?5FuIgnOnn$&#iv|==p zxD+%7U3 zUcHvAqFmZFEtQs_Cs3HM?K@1*ilC&c1EVs+6jvHq#Tep}l*Rm>A^W>;Vau zJzArtnFikOMlBe)pm?0~0UIS9*{Hxq*l;j@H*{=_um0d3neiZwAIBlzdX6=)qw~u3 zz@XJ4sQ$yScSi_CjQQ$<(OE|DthU+eLXRbx()i~BLmLzORe)TqZdwFcX<4>$PsS|{ z#C1N(brMdSX8&$D-r{M~lcic#c?I84!+aZDY0G&z7t{83!p!z9!58NPU8AqXI^X+5 zRUt#uR1}=kh5V#B_Vmlr-Z>>R99sf;7LZGY!ZJI^^p6fTttLX}0o93HH=UU@4|SxU z*icl*_Z+u4^|7BzdWBzmW6QP;p7Pc6NhNK3_-Z6d%yO6M!^X?J9xmsD*F{t;C>4Ct zA(oh!pR(%d$J;qh(>m!gTPzG)hvS&_5M;^9ONO04wnr{azWZ;%V=WY0+*cB8eeQ+P}F*M8Ub#Pwi^CpZfsH22cA^Q zv8fLNeK!5xpQ=m3B19$+rJ&aXc7zhgrmM;~1B0G;S?_Y5iAE|d>f|YouwBZxZDDn^ z?}FkV7@C2OWNE6cOP<`~I3`ztiO)6ZQ_#i5>5?}*(ApxWNu+jCGgK#8UM>$ePxry@ zu--k>^9f1r6ji)^SF4jw42(T`byViMHvL%Ik!PiwEMG?<{lob^K?a=3?OvV3Yw0J9 z>Mw&O2cONof~liGLk($ZEISJh889?R-dLT_X;<7htx}7y*>SEj&&&-ooqn-S6P7t4 z!2qeM+vH&jM<#h9HE2>!VHZARJP}L$DigKsV5yjiT%$No%7P~h!c&CVrwLys32_yY zv8Qm2JzR*6;29Ef*q}LEHyZLM?%JtzU5Be-(~M67`nY`_hPsFk%K7x`x|JC!cTaHR z2f%Upuyjj!^MClnIwllcDC}z1II{1iW(5%8a(WXOC{L9JZx_TCH7<|C!`;+6k#W>5paRJ2`u%#GxQ z`p9UiNnfQHajzBTB!AeqM|~7H^-ZTDx%&ydsZY2&5`<0C=Z10d@o&Du*GEZtZ16KzAewQ`h{fmP%YJJYVsTghZxM#{sC$u3 zcu@8ER-E_F{TA!@zH3m4yWR)DWc+WvRn#u2<_Ro!!@HrO-O$MYTtNAE^`CbDrI(y5 zxa7f$6ZvzI#)$ye@2U*Akwyw69z8J%=Bhu^?BCI(B!nYZZ4_M}AjotmmyoNhapdWA z)?zl2bApm{y1(wlk|wxH>8y6(M&K&?$NkK382|RGK2nM}5e@+_P371}@)QChqyi#% zzwSWccNwU12#|NzM^*9F8&c;%xwPjoIq@<5Q|mypp!#5=#!ItRIN*kiiqhoDJARZS zJYz0=O~mk7(Z{3caDAVrgbO$r68%~IvS~a0*ddYB^P)gbSB0+H>Z00eyI^`yBf>T`-9Y3<8%^bSe07mudCzV_uo|j z`qTcaFsM-^dmf=&9HZ(b&M}b;HR+1S^6y4k41YrlEW&>rFY0k$+JQ>i;eO}~y-<$Z z(9Z-Gwbm=e76@&B!be+|Q5D!|7J42qL$yxBL4u+C$^=W{kw?NflX{;9gg*`Nl{brh zI%MH|nCN^Pl^l0?_!+_TS|{=sybwGRwsYFRia_GRDtLmy6X~4Kr7YZe6M^ zS5?{BTIr0uS~DdGy)yFfJmQ@C__pe%VIvOHJMHoyTX&mOz7c&K zeCH#QSa->)u&ZA)CgmL!kGzmc&@X`U7Xa8n{srKUgMR~mQRM!juvRmOwBN>loD6UV z7)07Pg2ut@ACdgOIIH{?srXCeU%>LBRZmC%o3NC71U!m#CXtejxZYsOeT4S%;)g$g z{4W6X3pi&Y0KyY2+$?@ks>Fw-Fc9$k?(m25FP8rV{1U>7td1hwi)cgBTw)(_Qh0;e z_YwTRr2Ne!^dI8?TQ5NT|4wn=o8tEKkCZm}FAeSq)9?+ZwP*AZki7YT`URFl&iHFs zzxn=)92oCEhXsuHzqS6Sz@IbpdpH2Ae*!;s|2=iT0buHW59%)pU{3#w;_u1+qt$QW z|6&EqC7|xVfZyr@qa{F90J!2ef@r}{#9ho>BDt<~m9qsp4+Y2VSaQ*L6mS29Qi>zA zap#YE5g*JFC)6vp8AA7f`Ui^UeqP9gDX!^xjCIlvd-h3dc2Sn^%AHS{al#iHa67!% zL-+W9^;6-4q?n&_cOr~K{|x{PQY`)hfc}fZ;&k`s>W!}>mgHC7$s=s)yx=!fUTWl` z;5#xbVso=EF?{*2lHT~;(EfOweZv)SqR{UreD$cmiI9t&(`79<61zO}=c#Sae_Z0d za2Uq|ym7D-}wWI1xd@#DLOCR4U|A?enoAeXByN!96b(?I0Dhjv95Cv^ zd=EO?@(UP-z_MYk&m++niD!KZ$LtGdB7q*@efHF!k`rFfz5* zcS|d$w#HWSI1JkTWyE8XQ|4I+K!5%%@Gy!Mheupo8R};|j|o8sr$+24Dz5=+HHSv_ ztYMK^j3#=Xk^bsQCWW89fXy$Xk;a&u^`))#;$4qJRJ~Y2aUWTN#fPbhSU-pG z%OJNr@l)vURT|MfpqH?+z|R(Ah37owQMDWE6qky8c_hbCu|p$K1xq2ZCav)TxG-ok zx+=w3Gwl*y123XGv`vBIwyFYD&iN8qtS!}tG!Dm)LN-iV;ntWVaGWWJ4FJG|RxA{e z9n$AZyo3!vjJV89r;X_d$4hHACRQTvp8V(QR@!b)LrMYdK%MBw+x`kpvqF`QoY^d<}tfy zQjMlRN95jN|{x%KG<5`%iWM^;_~kC-Hw__5T?lKmlmAlrpGbz3mjPJ)AGo zTZht9H~YrD;oh33?9dJ{1Prkn95*NOk^JGk_K}Sw`6xWodz?`@z-G&z6!5RdeL0F*ojE(94O66ERUEta z`ZMEBwV!5P^c&zMo*l+JkquLL{{c#V1B<_aKNKP}<0f^Vz<9N)xn2M408j!fsdw#f zqGG4+O+|M(i{BTN8ZdkAG3K;hXgs3Tkdt@(Sh>?|zsE$@Yh<0WE3W8LGut*awk+^iqxi(W5`xNW5h``Z`MW0cO@Eb;8i}ODAI52 zQ4tS(W$!$`>ZDu&oKLhfZw?8D*qqYt5m#W1^V^G%0GG9|zq``e?qztOs?gFv4*p$O z?9ytqn@s+G2l}tCA#XZG^Nd}U8Wy8HJ1BP|1*Y)+EwBOp4^60tY(+9gN`7hb7x0JT zZvbEg=>7-zt@~dxeh=!mjNcT01HUN(T$JhPfp@^GHuma69a_I3(CDac0kGw5N+vv06tXIqNF>p4&(l+WdpmOS z2hcWCZQw~%Ucq5ua}zcBXrx2b;(N?zmJ>&o6U$t$vE`EF0EO}G(2qYz0W-u$Ykl3p zlEU;^O`(Qddr$d)15SnM##;XYBL7WctSRK2&}!6mNRXt2v5aa_uPxM~cKr&UGiS*s zf`_r-T0VZii`5H1oy_T-${S>FW^g>CWTiP1s5>l#Vb5vy-5sP0n{XHJWn|7N=~80R zEt!$maqpevHw0pa8$7Xv%bQCBf@5F#BZp4vuUBjZ$S#Bz7+X8kgw=9-kM=YtS~{NH z;J>_*82eLkzmnKI;vtw9q=jy~glRKUZCZP$LRYk$lL4ccjEQn3ZJwh3m2~b0v(eHK zqMgDuwO4H_xQ7>wcP?Im>Xf9Mb2-`uSia-wUQ6np9cT*mb&RnQynHJ(p!HodOs<0l z8}Fr?z(DVyCUad!#sRK7g}}9V^x4UJv5-Rmn1~v2{^QW5)95naIOz zwwJE8>2GM16pNykLhEMj7)Ge#6sBn;VqF;G*ggt|GQRG%!zCE;d|pbP-@~aIZ}^r$ zz(Gu0WTr${I?C4L?F(ftnkC?vYrEFFia0NO5L#LTZPpC6QL`=$s(hp~ADkxlwUGw- zI`dUdwdToBnNv3IhSL&Pea8#-BFV1pJRCU@%u#AgEPUx2P&TdnGG4wiB`>+lwJc3; zhMpT4H- z)54(2LJYe`N`beIqw7UfQk}$}`tOm>8JpCD_x)1dFP1#UUy!G5Rh9}Qw;j0%YV;=o zRIxd=PmlIYQ*ES1@S2UL$=z9br(MJQ!71nQZ2Q~#*X%EGbT-L8j&bQ089``TZsYY# zl+)afLXW3yQI=v{8x&RSg6NyNDkrCbl7BFF^6T_GM$Yk1G)3K>fG89*8$2sdPH23!JX}u_|rJp?=X+R-ZQV!2x&Px-Hb5bR+ntBhRWXH5r zweq1HwII(_i790sVsRH)teiS}FODkzLErpwsa%qY;^+MHj=iqXx`#M`p(|{XWTsP> z;qG**u$NB-l*!4nTySXar=csT0NaaioIW<|KE$HE?o$y0AI@FSzQBh!NrN^F7%CSZ zMvm`>&B~3;o|@x(7Kkl1Y*m82v{{2jGq8pzF&&Pj+|v)v#5%u7)QBynS~FY0(s*HM zg&5j11VX0tq=Xd@hevYu*d&PVz(i6OW_=z%zLNoV5T+uIa^V%$zPSg)0U*^<@ zCozEHBuH=hcVmG#{Q#f0o*`UGrI9u+mbPSsxw$`~I_8vQEuHwy}%Vd5y zUwnCQU(-^uqL=*R3Omr84trw(k)sClRMz84DUJ*EcQtbK^3Fg40csiT0S{Gs>7+3T zRneKC_CeA6)zOE81qtaIj6&Iue*yQ4&Wdp*@lD{=kF>O?jL!w@4~slDbT+;fjC{~w zrps26l#T&IsF0_+aAXl|X*9gshIxL`M5^b^{{DwET{nc?@`6rpTS0vAa9{IM{wP=t zfAw2WTR}pw2IKAQ$N17QG!QDWQ=ntf@_?E_pqMOLP}c6?rEAHgOYi$<2ZH-+cFV&$z1e>OkFOWHcE6L-7aro8mVs003A46n_K1S^bvr7pwm%{13%&U)z#DTWQj&65XPZwxGrb z+pNbUk}S{03TFKZ=cQm*{h*!N*8&=3f6D14 z(BP(!v8Vp>dl>9ng&RV2lBrsiQ!2*5hpPOr7$iBjYDD9zTJ>g#i+gfaeWfbBv?i@I z?oRmAytIejRPpQ7>+yd8-T$JHd*2wq^=!VS zr>+zF^mcNr&1g1mLkt*P!?Z@fx{9*VM&OyK>fqmVtabQwCWeG2ijA&<5LvkB3Y*CJ z(!vg#C?GP;R)YBX+xN-3tc6m4{GOSe?&i|-8kI*Vy_1!na>!JW$Qv9Sp?6Fzl_e(b zTz2sE^&Ur@|5U+HpM8g!2cr;&7M`+mM8v8hOUF9ikc*8~mU%%9#j;GFGpK2d)oD~` z_`}y(umxE()VJ&E7VG^3d6wAp<_LQ*AH$vTOI^*p2jcrUg8Jjy% zB0lM%cLWw^9Qg5BUO#a5psK03qdbOs{CP;J?V~)=)qitaNJRAJm$HF_cPb7BDRiPubgVk&K zBIYu&V!U?}$C?j2MV|_t8!|v_IF#{kx}bBgHYh<5{Ri%FrRbHjqA|s`Tq7HD6%S8= z*UvRx&vm`1h#9(<-%F#Gw!2Cl_R!TWgg>*ZQdHS5!r8UbPKiN9?1p$g*LLMd*o1!R zh|i=2RwJ$y^-4OzXYW$82fqHfS&J!~=XG(btt+}`g*$@Pvtn~@o8~&gIz8h)b+)}v zx+TIrjnaZqbX*EWJ3sw#nmv`($D+4IbGD=FX?>NV4;nKei8mx`b+oyK4 zXsS7bF~)kX@lnDh8RRq8J3|c(6+w;Md<~^Q{1ML)7i7bESN%I_U%Vi|`*5HLIe594 zZ7cjlBqc0ZjqXdj0XEsY!hlTb<|4iT-dSst8@$nMDnoMk>dfGASY5A4^9+2Y{|cGP zTD!c1D zzfh$5X-+n4cWN`U&vCA3CVNj;TPDA}xcO^zM=Tx2bf|FE_^0IQMw837QkeQM3uhw# zwegw344zP*4VBCoIPF0hkmj-GE`{TlYVT$DPs-9Ye?Rn1CQomK(M5;|_8$!E@dP;? zF|6y&e0Hogx=4)eJg4)0>i(%fsK)21I}~_$KXnh-Z#R3ONqT<$JYH+`{mgTym#Ei= z3?WgAE{gUIUJhEHN_YKSa!>KWKy!i@P6y{JdZngLN9QZTzyqk2jD407oqTu#(a$H} z)v!58;tMs{vIrmN2u*{wdu)XR=|jva?kc7pt|~sE61;ohlRvf>=S6aRE&|ms?W&En zeZCe(d;ljgSJtB#WhV;)GE#dyhdw8k%BUUhh?thls2%KxF#1zF#e_;RGJ+iC*`~5f zvD-U}IHIlGnSxD7XEvX-ea^a`UfpPM#8Nbpx~dr*4VZ2mt{K08{Pi$u8m<|?)Y9miMiV30#+trx zx0*(Lt*M2RUsH7tu-&8~{AjSJ9mP&Zbzg)rDtHj^kv_jNbg_QWZi3O&$@Eg778BEp zZweTF*vX;DAb4pkQwnrdrlm%3ccKdJCX<@wHF97TDHql3_o>7c zA=tKSjcl@-5H+BcKl=QY#XI)i>b8+rOz;zON|uAD@-r5;9*#Z?TI@`0E_{7P7}1^@ zjbp7%3mFT(v-PBEdD(pN7|hJQ(W63}IxEbSe34wJIenu%-=1(LF0N_C3DW}xk-ExhvKg1~@OmzvV*0uYRu_`#^`O)y@|!jU$+=d?qDbDP|5*#0?N zX&jPD*BrDP@sP`8INhx>ZFbK_O>EKu%XvisU${boNF5T~&_ihY3(Il>8u3>iraOZs zWJ-a4PiJl#vxGX=p?Cqo})k|q8m;ZzRn#g zs8>uJNoF;yOd3S8^~J)QU-@)D$?u=sBM{hu9YjV1j|%o3ywd2Jr2I)%(5N!Nv#-% zM-)WVkHha^vviVtCeuJaf=kA=u|%>y<;r>&8s>r;&-Ii&>;JIz7GP05U*kAk(%lU! zOCtg+>>E-BsU|DxaT=l#6z|MxuS znR{~Xu-v&b=ggTq&u6rkA5y$o4kU4Jp^uCbc>GoL>9;{~EtV%gb&06uFu3QLT@m^& zTPv&4QOwaTD1Um2Aofr1B3|u8oANhXBWYRPoa>TCV&}Ak2(%cYU{x7pGd?-nMY@j< zjgTpe-M;0`h<7*+{@i>!UMu-wK~Jw`;Jf z8ZTS`EQ;W9B9>+7en&wc-I4Y1$?SW|{v0=eH{)mDm%4%0aEilyGd1vB-j}A@JGc_Q z#Hjezq6kk*@|yFZlUsNLyVS9s^hdhv*P$sV6`L&C;dg!Fj$^E-&~|HN&qeodBQU=` zWK>BF88$pJJ9FQU^{xq)d&a1cDEI5Jy~#VDKlg6`ee(U;qkwDTHwGxf_ujSfd>_Yt ze|ArmS!B;OLo(^Y@;sIyH))a>~~PD0TJn0HxU#!e%NFU~2( zIOex*JdSdBLw!N0kLgVfyU|?oU^(eKhQ53uCOtQ1@+?A4 zdiYu|Gigx!A3U7%W(S_`p(A+C6Nj&*<`NXJc0zXpO?p7T`UNsOScp6CHQ&I581=M) zmi8~oTsl|F3+g=GwJo5;t%QfMpa#M7=xo+B(BW3{q(pi zd!%8j)E$6f?IL=Bjb)+gvbV|lvZUtf@y5P25EI$^{WNsTRR#E3nR#KrmH5G@m-w{}1IPDy%Brr^E*I*M^^xydJp>J5O^sLL2@5@UDVGZ>f z!hyp_OtuMH3^t=#^dEKSvLv!~tUU>-;MfIF8_k86odK9ujq5VpT4pW3-#BfmXP-5# z8b%%BtsQpJH}hy!R^A&Xto1{@HdD-Nnk?}HY?(@Ws-4Ek~j@xb)__+;149zzJz@Kgv zz4Ch8DQ7+o&8V@6mm@95HzfSBq@JPh{fY@pGS^E`(ZSRsNY26TT7Sv(HJJa1JAupx zgsG@Y;eG1tvOWFl?B$lKo?&tY!qYD{Ks%nC$5GYZ7@3^5JU=8K5TDB#m_9{k*O zX!n`;;HU+7-Mkw&jZgVUQN>)tD@P4Iy|@6CON$Q|c#8e@!?Oy!@`@awG@MMgh2J5M zM=*!1k^VX$?#+K2)O?5Fqp$-9DZS8IMt-7dgXa$N9_#k^M`s`24>kema9=fgomn24 zH0^+%ob-1-<(bv@9Fh9^&UOCF$fkfbNmtA#QTbd&nGf=5)9yi~&iCGRaFk=Bxx2iZ z9$F~hHSxOEL`p(RWB!gs#nM;{a6lWqqWt~=h%w2HhIklHvYerp?!~x7j~Sqe$7537JQmHNVe8 z=#*0scX>yz*_TIgA*uP`x|#$;7wfEQP()}7 zLP?>vD|LBJ2QPrGu{Qz_G|3NtCzs%VcQ=q!xX|AV8vr65y$gSKj%2XpOGp*xh)YPT ziADy0$zb;lb%D#XQO;+nAsJilnsHxTol%9fN8@Mri)=9{Z8CG& zkQVQeoG677EYHzNy6rT4+x*tQ(|kO0+WUi;x|>%l5;m0Se=jAV1GFP7uK7~wnkZfS zI|Qxgkg^3?AsdHT7)gg(r;Bvs!IkQ`)h%K@|JU}vMbOJ#VgZXHvnC`g z0pt?8FCjq>Wu>MP(!`T}IeTC{7P8hCgB7ZdEJ9~3W*&<-W+ALf3cycOj!SzUkn%i0 zRyIL!ype2n_x}Ap`(~|%Tlsgyw^J5js;e`HG(H=@W14G>-q)e$*cBMLKLjvNPSra( zIx=;C1W@K!e*EjMTwLRM5>uTF(rZ&VV zOl$o8ge%3Ufpd|{8g#Go1>>YS#sEr+55l~m=AC;SGQD%PvZfexQ}HIK?Rj;NmVr!2 z6P>a%>Ga55_jRb?rB#mpxP|6w!7@MN1C+k&uq!q~9KJ`|mhhkA(995FMoAr>WG zc-vI+5j^s-Q0^gv0U{m&GO;4mBJ-lC>h;0=c=`2H|^GQlh)2(N~ai(i^PXJ7Os{Q6_N< zNiLCYbRo<`=DqrHsLM7SEVWX=6VQsrDzH_g%6MKoZ1TbH&w8Z5@!XLwK%^8&JD>Vtf1;=eqzQmgwbx z8LthIzvF)BWi8%Iwm=K(@gIE!1FeZ%yfERlff2s#I3k!{uNFXT}d`QdA2QM(6Nt9Gmb(PtudLw?IUn3>{_El;isL}lD%Kdkl< zkLr+U)iHx?Sgl$UhJ)=AZWTul%x6$KURH`$q}$Z?;q@VaZSbO>sZPOV6&`k^wYn)j zuqG`JiwADwgkebh;-;25dvNPpwNFigoEOelXko4!Y*+OXZ#EG)J@ORq-X2W z(-QECtMY5P3K`$ozxCK7_Nk`UwpFJ!G3Zp=yIpjk%KeA>I-z%_p$Sa%z1LZ#eGNG6 zX0hTWf*xC&1P5iX81Yos%98fMc+(TKuRZm@VdE9cf8UKbRT5g(c@V6s_8t@fZNPM z2*JeZXeWBXy$NW>NeCHz;`S~6)@6hL@*X}zFebx}Bv)nPNz#J{q=8!g1l&Y=Qxz@9 zaq1`S(N~5`G(R3zbJPU!rA0)BUQ}?@pi_UsVLZ8~5|(hM2oFc@d|P6dZwNcO?QIoN zt@8L^q31ZPdZt5)hM+LMB3qXra6oeV`i#Xl#AUD8-aj!-GRII$NZs-h%FihNrdR>V z+P|4lH?$F%dv8ziaHdmm4GYj zPu;Y-VNFbPkqK1D4D&~8{dC+vXAx5*7_ zSoHH1vm4f??8-eV8O3I>xG7k(1o{BD0ed~SU^`XPx*^a~sxP#KBN#Bm_stSu0|mxP zJ3v`V!Rykdd9|$XvO&V#J5}Dz6vDMT17?}MZ^*M+>&8w;MT*OR>9(&aCKUTm`kQ08 zD2D{8S7BzE;zt8!Q@sW~k^8(PO@@wA48r#<8YHl(vK%SOlqlulbWCNUH!QI!@Et5Ph)W$X-r2j2H!F@9EUm4fv(2VunGGQz$6;St@C2KGzF7 zgC6*1K9lKW@5|^c1*iPkj zILkZMA;L(RpG;8+$+3(}$aoPwOt^p??$ky$az~EF;MIYz_{8-?5#B2+>OK84je;H0 zr1XiL{5qqcU5Io=!}kzISjOvyp&)Q`LA+Z%eHP1}5u=$F;n}KKd?k7e{i4xe;@UBOwhhQTYLScHOqLAG}S@tw3?BO22O{O?`IV3 z`a~}h%0jyk$@L@OHt7rS_oL(RAKfvc0)7CD0BH0syWa`J6BmlOugIm9j!k5=h@W zBJ!0(+-M+&t~VBcm`eL)?G=x=P)IapeB|C~v6AyM43^Q7Q&CzO87b7yiiJy)sCN^ySI9(s%FIDIR|m{Pe%P%A5giXcj93VmDw%+xmR&hl0@$fI z4HE(?qDfB%ze8ouppFI9$i3x~sM4S525e$2mizf1E25D?ZCCSU0=S|3f`gy3G&SK6 zBM$xcwBgNUip*VkNW%b2l?iF|tBKpTuYSF76e&(9!eGix>-X~|!K&S1p<#9;9I1NU z<8$f-4*3zJ_$c4|?)H)!&uU90 zK5^C@A@0Nsy}PNT;f&Q&eizfe@f@=65}E2!e51`*AI!3(C~ZN?Vio#&Opi-xC=V68 zy!36PkQMPxFi^)v?&9mc*;Jf5G+KVuO3YLXC1APq4FYBcUa1!Ld@;-psRI@`G0`PF zOIdp^Juzodudm|Fbr5M(mh~QQu{_P?jBE5LqCz!3W&~GdQxxy<6F*>4r*pU8r$h@B zl*gtD4oJaVb2KmzsD1DHXPjslEZ47R`;ZEZ5|K8}By$e<1%3&AqN0gk+OMTf=>P-7 z^`J+FLJRXe8L)$t6W$$Pub06BE*+?2oRyWS7U*VlE=I9|ri<`wTu~vv6ZOe;Cp7jP z*{`A`ny?1Ux>E4o@}G}jzY^(1(YiPpp)e-l#^T*|NSEH7#6Jp@C_%4=uw^{Gdxs zd;H4dicS)%5SW{zq$AuD{FYflqR z!pU{ToV3K87Oh6sgyV|I_%ix`MECzFF0vB*T7DP zxSSZ(Sl>7C(^k5YaNp4r&$gXjccCgk26=s(NY{ryAmz?_Y;DX6FEU?O>{fwe3TV8K z@tLJkRzLgHQ!;aUE9K8JBb(J}vdWh3f2&<*Lr%%s|` zXcCrv!By0)!$vMJ7-%yW(L9oS2;5=W#(#YGTP4Dq#394n3}euPY?g@9oZgSks2UOG zS;bOzTehKBpjCAdAC$mx*TXp5h3=BpKcwVBO;PWD!4WBuWr>y1_?p8MS?}+UY_6Dj z8M#bOThn{tZ}a~65(}w9$7GppytfLpCuwNb)5%TDSEz~x;TP8+`Z?|ylV;B#n;@-p zQf;iNjHWvr(eL%r@^e@4opmxz(1uXS?5eOT3Uhwh1_qd~S0s}$e4irGK9$&bh|3bO zAOF;zj$@R9a|>ljvByg&^QS-9KeLO+?qL})<)Ot<9Q4Zj`d((9OhW!8Z-6!Q?9~b zL*H7nlGNz1`#wI=b{YC+QaOYCp8~onjG=Y%859PN)Akwq*SE_XE0Bo#n<{zgmlI7w zLhpwpW>VRMF!qUF$6|*VeV7z-n;5wrdNq2fllD~r@2lehwsVVZ$y@k7dHUlT=Cl`% zga!QJvcx5F%Q|yUK_ZqpL3S7-Ul?kFN&mKmtd1Qfq!AxB3_RfzI*>v)HKSdkXr)Nz zv^RX}b{N6Gdd3#A00I3&d;oFWw)GZfG#r+cdme92VJviCrhrE7xrEJ&`Dcc5&nf(* zrWjKDX=J#Q2CYRf*@~|XpKWNb^IB_Zyn3M3m{`4`=D-G@EAClCrA^ZN+8IvxD(g%i z2-;0EO#aq0{e8{oVodNr6*cjP(770c9;p6D0uX@Yk}xj0_L?=!4qD!QrNm$j38?^8 zc4U`qIiuTik!v2ptEB}c8_wv)Tx8H6$%`%LwDw#bKvL0>4G=19VPJ*0m>R~ndd8gB zj2^xh9FRu+LqPvc{9nliBV-8#iMgHVI`tS?Dm$AT3{q2Ti4BE z3;1=WT~cQDF8*SRek`g|Q&@y3`vomL?Pdy+LjAvl#}=}^4FpI^vV+miTRMOQ3=p(% z^v#t25dX{OeRtc<6IM{vLdUb?5+xVSS5FV-8zm0#hwoW^JSGhc0|)h>FAOP-}fmf z!33f;f9U)l$#)j6+puWYbU+yRjvr-Z(WbdUD>MwwHVsM{Aj&ES04hqxy?FPP^rKYq*c zMTUYd-=Q7de*wS&C>orAv71bfcB5P{!vg_wWmEa`@V5#N6>0`2AOXOPyqUVOfS{%v z%Ay{%ZVTMr;Kiq2#ES$Pv223QB@Y?#D zZU)S2;e?>{57Zl@v%?IoJ2NZ5arE5QN^)FEK#cf}zIUpDPpZ9=91~?yBkFBgu{!7X zrG^T}-J6g=w|0K$I=?l`$M(3X1h=wi5It3O3eBt@41~#HRY;&KizcO~vfbj*%!(JL zo`ii)yL4_9l*dTAcehiAiY9tq-6mX|W4p5pGFTc+XT1}{dgs6mTNTFt5Ub$be?sIp z8~d^p%|Yj`y)TIV6Q{O($Ua-$ZT+#3d z?T$≥P)pR;TR;B{R_~-F$mUc=b;06?@97cDsVnO1{_KaFgdb(F3BbL7u(3N3U$W zKM9G#(fWxxKElNfS8wAjs3*d%2?p`Yo(+YBN4Vh#cy9C}o3(H6lKj5@$|=7*RnqqR z%i8Pg4+f&Xta+i)`BYEiP^D{{J&01sjR~gsJwGaz>_LY|HYC&d&A)utS}9*1J)eA1 zfUBjtU|`YLdEFl7Nnj`2>KW^Z{Nm_yLo$wD=q2%4XA$u8hL)+%4}4$=b9eiDs?@O249Bi6zOi7M3TJ)L4mn0_Vjg@USR6 zH3Kh)auF@M>Uin83Lj1}LI&p@g_>40{qIIdbf;0ud8>(cr%`Wd?*p@MKKayW@0`nr z9QDaZp=nZAa>)lM6DY#DxkLW>StO9D2+nLyZR6$`Z{6nLvRi%Y00 z0oE--F3sxqS!{Gv>bR6|Fgxgw$~3kGy`f z_G4WLtEICF(&;<-mxUycD44}Z;LUs)aYEc31X@Q~8y&%cDIT(9VPD@HC|aY#np*k@ znI#XHpJFg&$-Y?geB z)=Khi*~$cK>d2}fmKw)X+wDphk&3i#D1=fZ_DJsSQT<7<`-n|Fey{H2yUTuHLmHKP+u#u)3WHl18o?!v zJMtZ1$bcwK`l&pJwbY0wFl2)YS&6D`LGtZnbJU?b;?!#?y@&S4z8Z#){T@?GC1%2- zts?1+bf0)420+vPBbC($RxO6aiufSBGj(SS$4$V2YxFzw*jx+JBk*%H$TK_h@!|JL z{d#u2w4BnzQT_=^pSL7r(Glq}rStA9m2!%kfC&l}BG{JxxYnLSp;s1c|FZj0j?;CD zL_2-BNObT$&VEWZAoAl#{}#VMvX~3HIz<~4VQ8xvb{;N*o)#~T8eYe($Qqg*4!fH7 z_BXQLj9j6b?+v^*wEloM7>B-9g{4+8LR54{UM^d>Hs^8L`mr$BOuWH>f@o`s<2qJ& z0bhug4k7pW!N<+{ralDCT>bU+(Mp&^TVkHMmurhSGG$u!>Wze#HBtGLexRd# z^6O=CQr;#9P{iFthh}#sy?N``E{mq5@UAT%AAvm__PeFt(rr}?(&dgc@|z*0EH8dR z2?%AW1vt7eL7<@~rLuRv^dKVP(>yvZ49;Bc+H^iDPLXsXOTsPu>lNcc;H48utifqY z>7T_4xGPmnYUx?Dn7EcFwN%KSmmnk#_h_#yPU2#UIMY5( z>qtmy#ixu!(AOy=S0U^H^(@kM2PGZ)SbtUIYNdrQ-6vnEhoPrL2Cjv0HDL}~Ekb&@ zS_IQMUs(cTcf(IBwz61b67Z_)pNl3^ddLO^1oO5q96#ioWfrC4g-aDVSIb6-L<7Bz z`>M;V@uX|VE}oAUAqFhzbCapQLDh;7SQwKhVOOD*RtSdEuq^a#fw>g!u zw>TX>Ct6$W`#f*<4=qtGD~Xq@-&ZLsi8DVoJv39WV-#=O+YJ2rs|u&YEe1KUrSFr8 z!oB75i$6c{=^n?e%hjaz;L{E4Oc2zl7!WD*pd!_vT%KQ6`&aYTN zMeBrzdRH~?uOR*R*Q>wZ82ySxozs9$c#;5%Z+|S(et#AGV^RFa0;uZJV&u0MU=jQ) zw$?XIycq7IFoN6G(u`HQ#*mllLg&quNS%rt92<_>)$HL~*L90@eH$Hye4UXk&|RB$ysWzpws1*9`sdEwa+N* zG3uNQbV6saE5P|pOJO+KE1l<3pcD4E_?%4ZUxMwr#=|Ay+kL9P_8Tg(L@sfeJYRv2 zsQjatv@4Le^4}W%--5J17Ju)#xF=w0vdG!l`2krcJwBHJ41w1KhXRP$l6jLjMU?xD zf*u!hl7yRvJj1{`{f(`oikpc*uH*(E={ZY<6m)KRrDtLtT*>cd;n|h`BTf29pI0Ju zT#(6|?E8R7@0`}yJgT^w2xLW`)JUHP7g89}^-9aY3X1j`nMa|jiM0MLNdF_y`C|bH z3>xVPf4xZe2LR;XIKTu*o|qrs4rGTj+c@3U zPdwxOrI~wl=|C{+2cgSFc&QjEL)7Es8{kH^=fAAE~+JDG@>-@$4ssZ>v zqJQvzME@ZFnEb;5kbmHx8vLxgx^to^wP~lHGD?H{t0eo=FQM;D`7x6WVuue6_E5`ez{mVNwn zE;S}hoZ7B;D}o4anF*w_@TamA#jv1b{!^lxneGO$+zDd&f0q9+{~$m7GafdadUb1Y z5n~L~O1iFf{boc|JkvF2RS$QJlnhNKpmSqDC?OsBY(tVipOJJDbI^sbrp!mc*W0mv zdL`Fb6BEE?QHtZmxpWv*1crs=20<9%fCjT2Tq*O;q8ZFt;QkeL9F@|SMFEbvp1Ak^ zhaX6UKPfOoT<|h1Qxz#1!Beb!8t>(8u=2*j5sF<(wywikih_P^vhBoW)*d}e6%9LCtJ!7V2fni7?RT3sd!j?`1t+JvJMvw9 zT@>l05VU4@bC4C9jGuHA`Si`eMOrUvo-^UB)Non0@px!c!I{5hxFlF$5!c_zZP1M& zMCA9>+WAP>x$@yPMqVsD>Mn}j$kx5Ev<#8(W!8Vb=;7#1V52ycP|2{(>)2>eqyN}X zYJzKCdJ2iTo3E4*{3leawTAXy#eG8+u0@=yTmifaVU~<_EiFSwLXI1PA5xEmhn5lm zPeniw*zwypOrf*8W`8cmMJXY8%j<`=FM;NsG2EV_ZKJlsATMjN!+@0GY>A9XZ`NV*wGGG26UQEAp zc7JjEkd@kHR2G{XIprG>Fs#=&hDmS~{s=+-UB%|VJuF|0s#&MvM12{OUKN~bIyO0t z@TvFhLe+GTnQBZ$XT>I{l^WiYlu86#`T(K}u;6oa`PN%oqDql3LGDz!)fILX0jEB@xIRj;)kz6BS#tPuKPpSZptfY-{YS$XsI}rp2r$J8 z(&ei4^x+~~@NvmzX=v^ovJ{AYUYIOM)tP0r#%*aTdcv@b*WGekSIQj-xu+;_x>AYN z@b(q}fIz%Ja$Ng`4E`0)bbtNs=BqpL2@T4jU+oAa7t$E@3D!VJG6 z@=7R1B)|V!yj{g9tp?CptJ)(pWw*<+3QeX6&Ay=uu@cLPzZho zo{K}&SH8t(UMn9djrSl^?g4=Z=;WHQ)-UV$pP~76?=*2JliY@740_9r3r_o9k4chxs~k%x3VQNSL|9$< z+q;^IH;tr>e+`m{gsNaNv*GXbmNYvRY{0CnHY&)5Z{*xbN!0$Oy_+Nj+JEAG4DU87 z*RDpb^I|pkugXlt4Cb`X*otKQj_sz9^rO@3G_?2%GovwHFcj%*jRd@+>P$7dbO0`6 z5ci~hHB|ThhB1V$W6!me-HSe%YSHUf$snHEDAG~gS2@#l#Wp?DX2D2gsN{@!ul}a? zg91lucKGy_`1I-c^y~cJ@*ifO&c21g(q0yMk@5YF#3hH<;xCi7z~=lvNxrJ~Tf8!& zs%e8on@Y!ZRo1Hn+&q3!(DDMo0f)`45&Zv%GbKC&m6ywV#eL zenQqc!Me${Z&}IQBgj;Nq@$C5UPm9PTayEOI)MNG1d763Yd#dCWltu zg-VXk@IkIKSl1q&bQ`9{&??o|RQk;@z2Keh+VPMR+sUn^g+^i;hrSCZ_@R9XycCBXJ-_}~czOX{_Kxu5V|EBq7x>;* zjzsu95Y4-UoLV3cOf#O<2wE|d|KhIy7Su2BW5yiKiDT|NoWr}DQ*U~M?%=6A7n1xIyMt6tc%7Vs%Nw`vcO7Od+3vW+s6|MnjZ!lK^0Epp^p zl-jCsRm6!}pze|aBFcF_Yr9RTZ_A?}Ik6D#FzaP-PIdBP`P0+K3dJx;&aqUqr8sk9 z91y1q_(AtAI;%E8nB=91`s?}P=Q77f8G<|&>uDIw3XzWY^{_tRs=PR@MAUfs^Vf#a*M_C_ zEu56BRTU1AJgzQR+qr~<%DO0|#ev4;?`h1h7Q{h8-vLhKoFt6p0)FSvpV^t~`Bgiv z67Ts#ck1y%JhUqg2`}6U(QhUf`n(pvTs1y%dxUwSsW=yG?Rw3eR2x*Ib;fB$^9m20 zc$F(w$&opm`2L&!$HyQtg2UzMP@7FZTN0l)_V0~ zjP}RM(+jjY!z7~nOEEw$a^=&=@v^#)2ATTja&#GeXz zuBR>DV)%lkRWRW=o#ymqTj&LmKu(Ev4@rbAjHwAUK@JA|?Cy0ARrdD0u&u;_Y&o|1 zRD=N9uFyM%I5e6`a^lIKA&(+3mBVto*&QMKgKL;M-~&gNTXsT7waP7OersMHPe(^R z35#@UO@?LoHAuj|w%#`?F6cV%y7kqr=E#_c(I;DQD;AB{E*|b!yv5cy`$`0osH+Hh z1HM9*sXfloemT(X9~TmBocc9WyJez?YKoD|B_RB0&}1x84Vpv!cLA#MTVUFAU)g|p zwxC?Guomiqb~^vvDqqef#;^mDE%@ELv>4pgE4z&*$CDhaGX)f{g9zolUxIGb zplorX9;KqjSUa)Q=kl_h(S@JP1VgqS0dtH9-NJzq# z&3>F}0XZ$G3~{;?2o~&#g`$ULA#JzvJJUG>)8~g5}E`Yj& z9A&4F<_>9-{!heBrFISi@gLn(OtVzcqz*^Z7@PISxln0=+vj_v{nYj3_UpaQ-0^5ZnY=I~Xv~ap5zn zzp70?wCy#P;~__SP^;98_!rT=5v^&#kRv6ioof-^A(ceEiVFGBZwZLD$f|o4 z*|0p25_ASGQG&AU(&n%5L54NIdeeBAU#|HWWlqy{BpJjg!4qnRpY@6GqXk4v1N0-kbou9#~n+cF6?fkESIQV7*hwhz<7 z?Owzt8{2&iZZ?4{zG*vIR9AubU;)C+P~edY=w`9WowO@E;P#>@MWZvZ_M&*rWq-iN zNzv%>G2s}RqjDw4@OL8V_0p;!C_}+U1It2+s`NOfd>cXNqc`6Z9f28shKketeCtl# zphbovW{ZiP$-}Ynkp+gzu6f-=B|Y}GQoIKa_hg(f1l>1E(LWlmg`u)qPl6}oPjJKE zY4_Ku_1DcLcnn>;7Af5ZsA8d#lCp^gFKeSgAHD8^DM6#rX6Sn_-igrEAJ)=yf!k5~ zw<$O4h==99B0M{FeX?-nywks}&>CSUD8e%nv_@#r<*FpGc!G+sTTG&Ny+-SLjqJYw z-~jl2EW2M`AO!J|4WM8T8rCj~4#>pOzFh`miqOa(QgH{(x;{f1UAjIvoO-jSmQ{-X zbK+SCd@(bV`&5I)(AXs5a^JKo3lv!=!o-ZrR%05R_eFk-)3V*rHhJ?oF&7lWBPFo60CLy$OrG->^O3miFv5-OuCSbtcK zwtLkwdY>Bt>Ae+XwwKatah>L}$6`~ajFpy*K4@qeqT`|;994cVief;L$hQxkk@uaE z_y2*uGo;IP8Y7u@Cs|#i=XuX~Z%FP`1Bw_+kaehz`63&QQE$I^fD>a}p=JL}du8B@ zAfj>Wcajtzxx6%TRjwJY87ox`m>w44+d+wssI z;bD23aKI6%ha9#UoU!B<;|t>}p^_3$+YcErW1_e&%9-QJEyXBRMUL)bw$B% zB#kocb*!9}^<;GQ+JF>Bb>|}GOHYhuT@OyYw)d9NSE>czx!qWZ?TE%?&oLAwJSWZa z<-i75yAcMeaVECNKNh~Wyka0zNVe&C4EEjL;M&M$3O6E!$2hDs6ioI+yeE*Kp^zWS z^&jAX*RvgKhI^*8M}lr#1-_gsYm*dgw|*mTN@xG-E|Qv>^P7HSF&E$;x5H(xXLQuN zvsJ2sEpH^uWfoOl5pHs{J9_c*9>MUY7q+@3Is%B;iPC(2!d>WY_~TQrP7iE9i`0@w z^n~VlFNG1r<0pbJ_<;d|@B_~@xR)C zjvrqs2kKM5t}T(aTX%(5gL2+x_jB^U`H>h>yaGc6f61a2?%@4$jZ@C2TP||0XR>Qdq}BYHl-Z@Y^pDnnAwBBiN@`_?LPb7S4!f4wZ!>I1r4`GyZY>(Qg|^` zixobb@=|PnePHsX7w~hZeDSV%2%X?W1!=s>YTt8lJ@va6b)|0<9YS+5Wk=2f zQSc28EDatiJEq{M5S>gF9Ywx&`v%9u)bdP=f;3cWm631X4}YQ~32N zQ_M)ryzl8bwQ%vPyW6L9DUY}HGS}2@nc-C0q7^aioN+)Neu6DxE$|af=uUpjQywx45IiD(e3av@glVn5Cl!-Y^L{Rm0rC+?OWhOLnwZcWk| zO#rzSq%vzUA>~|d+Nt5%&%);pHHLK9Z6uqg4LNK+$uND+U|ActQTDLb{v>^9eqAPr zd!&yw7{y@aCmWNxs`z$S3uHw>cr0<+mSk(G_3{F|_IVo*d3^}i5k7)IxD13H zf7_l6)n&T3rOGBf4}*O?ME&yMIg8*zAw8`CB)M8zM=Y@-B7_sxUnE^}yycZE1X(D-noO38bM z&#TkB1jEy7A&ObHzg?a}GwpDcCkM~c#d0>XzD=0J3iTByguLZ8Q+R%n&X7z|*FUfJ zy-X-N?44}ZAU;#nA33y~PU*FK-ZRI&o~C?7`Oh|h<d|E{+*sXY-dhgse1m zK}VqqCpf2dV~O|7R)id$tilNiir8er`B2==vI|v!dZpFmChFab>ez9s;q%NU5Kj7N zeNPLO`y5#N5jxfMQuz>VE5p!s26|XEDv*l%_-x1xNV9f+;7RQ7zl|r6#3c3X02hr| z0I74_I5VG$`cD=SMkbLn)Z#NWu(To@_@TO*m`ks~tneilm|daMC2iRaa~Ikv9Fx}jsEgA~w)N9k5-%i2 zp>Td^DR-rt0TQ)=t@T_$jTaXqoz@vT`9mOV>um69hD6`U25S0IpBT0W4qewxF;B*^ z-~&oQ_RVa;;4-zxo1gGBnB1YVfsX=G8zgp(;|Z(F71-$)=z?%0J;SCZ{xf$gR~@Gp ziCsLYtb7E%AD6#+qQGB6*dheFt3t7g3z3LS*antGf9Xb^e;cEivm@fb6RkD~H>QS# z*#-Yh>nakOek~xGp}M9$)L6Q!|Ldy9^N|AGu!3mrJbCMDUpceAe);An;6y9TCOXJm zKdpDE&shi9;EM$=QxLlnVaDLS5<*wNF6#9B2m*eDN?ShK@l%6wVC?*H4%i&*m8a-n zk~!b=!?%7&u-lox+c}Cvo5OkpJ_2$uA@=`IpK&>VGi{1Nuz)GwLn+@2{we3#vf6P3 zg;yux`p` z&d+13`3wUuC$$dIVRk@kK)=d-A9b4OeNvsF=Beg3toj-siiv{5S;3r~DytgnQi)Q>=% zBZO#L>OFOZbRHGbHqPsRs^jmw^A~`s0oZ!{CcQ8_w%cDHob^oc>+OOpAe_cY3;KFn zOFl{%v^Y#Lfx(jdH4^w@;Ku}1g?$uyE1vq${aXOs+<%vk1Ffebl!e-Q1-I<^x9qp5 z5rJv|s?r+V&hJ=b0KZdMu+3*5K;J9DL!{_?ZZMix?MIs2YnaN$q%W5^n0>1+`&R#- z@*e~s|8o9|yd!lP1$J~>{9JlJTxbd3X`6V*TbOr)ZocP}(eittukVGH{!@M%&A!FP zc{6`y{>CFn06(UOdWxVHN$~%1^%r1K2HpEOPWRFwAic0O2uL?eEZrp~f~+9vk^-_I zvGlTlbS&LSs5B@_7=(0-fOLrn2>N@__kBO#|NpwqH9IqB=2@;~o{4krb5A`?_E8(% z{2D479@1nYkR?SBF8e{oseP$sA@9g_Naaf~L^ZxS)PLiYKUJL;7??5~`!R1e{s zYC(;hNFK|b_v5_VhN+nK+)AD8+;o%A3VI&(^tq8%cA{6mbq3sVZ|v(XL)fk++3!bV zM(R3`D?(bn+T3W@TRH94^6t|j;3(JYCex@{;ankbDtk8)v#;7>T5?|lI9WhxGyotI z-@Uy9rcDr~)UC1JaQh>38$=p#Ttw1mKjTWxkP){rC?qL-0B`C6LVT?BwI+BJ#%#F> z*d1FNZnu!ywXiNwg)!yr2eTO@pB50<;Q*mYPuv|7HU&;9y2cEzT`wglU&wM+|5+on zDFeID%A)^^{z83WB_IM6Ag5z-$cfEh8i_GHOq%T7WRQFQY#yrQYxokCXbF#I4WT_D z`1Z>t=JDWW{Yava$drs!8-=J0lEly%FErlOqv)E#JaBL48L3Tz~Fa}Vl8xKmm>`ZSb|YPN!cv$do5uFK%`n| zK@)lov(XUA7MD3Ju?!!AdlU(OC)(F(p#dUUibr0VX9jDO*u(R8g?Zvhu3kv{aE`&C zOlQzCmGKy@_Ybg2l4G^MaFtE{h;NT0A8Pb`qw;ntez+S`pySym>Z$P2@lQXv(7NGA zl6Rwe?A)k&b_2*DAf)K+GnXS?dFa!X_eA>y4+m|zzG24qJn^H*^|v226@wn^L1~)Q z)4BUuZ=m*vF_lU-zqw~3X5|L+rABW{KJ7MSorz-yB5l(70tTtuyF8too`E1Q_lJ(3 zwNet-pz_ii7nNOaL#kgQ9?0H7$JlKkf)iD)bxdfL5 zJZ)VPRAC3YB2qF^+1D@RC6y`pN033Nf|j9j)yR4bkyxXocu@l18z%S}mS&6%#SWE{ zSC3RQ6ppBJC9Q?&wVb8d1zPqSl}(h+j@I{7=@$!m!Vw?ot!L=?drA{vnB)`N$t*FN4H>jNQPRbtGQEat4bJ{<=L zQ+j9C&hCw-ZaRw>R<26ik0JUrl0jP(jui^llmUnf@==D|?Qxs9ADpV*oFx5LVniH5 zvBKejMVcrOWg>{00~aX!3b)ZtZ~0zM08e9OX#et9Xg8h z`Dt}%TFf!RliY8t`Z;?f@Bsgs?cwKsOBIvK%8S_FhYC4y`y`;mI#tR8PMQNFt%x|U zeoN5Mo@94*db|Zku6Q_L>#0rU^3}FXo=z#>2p#GF{YE!1XgMVM{k_|Ly=1|CPi8it z_wXY#-1%OvX?0VjGukhpIoS5vHz#FniOJ=&aH8o9&6ZWe=esq~NiH6XMGw)>M z>=K`=M~^QA4kIt4l?U_wyh}zLf_2GVO{Ed3lWVB%=Sz>7mp6mN#+#Az9{127ebH(m z1}y@JZRi741e?qK^w8fRgVSI_fqnfJcH%Zt#w}GQAgZ7H&IV4r6jx2@L0zKjZF#gJ z{e1m_FkTo7ggIrl?_8>!OY>$irV=FlMw4f>XDmrrnOJ6vdi&kdicb@CbnImuK|9>k z&;cgCo02C3OvNuOmV*hJNJAs$KT-0eq0!3`HXfxPdIYGtyUj>WAZi*^r9ZY|=WV_b zbsp-dY*6C;a=?T$u!%!_x=J(Xgg6#qM*{H+bc_D@kH<(5V`^GrzXtPnzpKoCg7zkHa91Ao`riev+0XwbH5K^@6EGo!8v!&Tg%MWt*8Mh zos8w?cM>q6REdqmLx>Dh-*S$+js4|^@q-zy9@)|3U7s?XUWpMQl{s;xzv{09=b#wf zW5Sa}@sOb!BS6S~@9Leq;WlW7Z_oPJQ2W5oHbw}ga;~hG?V)hEW2J4xonzf9^r<1L zFKJE73#{!B$M9{suXoheBs}b-93Xx{5)r&ove&KNbhO_ymy(6#2bn7Y=SirPO%=-0 zy?Bg{rNY}u1KSt9|BSR&khXoQM!T-|$0`AWd4V+RhLLYX1`B^Ov#w2Kwz_LPw`XFRRn*Q$Uu`T5350HC9jy;cj#fmyHg7p`XMfTFohDwB z0_$rDSs5$lsBL+u-`E2ToMklQcsY1huKVl46W+Fy!T>PzO>4EyCh(WA6=zJ(FYMTC zVxz6r7QW}NzYPG()ls%2&p-Kc&BdJXNT$?$$T#96ul;mj zjhrj~*(1xjC;S(|;4*{{DHYxF4UcW6;t{5HhlR+p4|Y$e+Yt!b6GcQT@9(sOOI|j` zxbc5Bij&gOqysRIP0Q%FEh4>H$!=CfZo9OkQ+|DHr$Jcg6^a>C-+jm7btzg>p$s5A zNIM0`wpR>W3Zmfo&=l^%td;mo2lDO?u*HyC{rAtjRV7LMN_{KQ#&2p=LcDkCZx(mP zb6y;UY|XK12fZX5ay%?j_8q?KCj!4T0^c-(;XKlG zIXeDFd^#KYsUNacvn7!dZjmmZ2!{SD24@+-kND!;gaNhU0$f82;5DHYv>^txY5z|* z&cEI8fTtdN69IDcH~nA!$opMM$}>go@Q5#%%Urd~Tx6P`^Us)VCn-)fBJgMg0dwjN z9Vxj&yiW3#(mYj|oLZXSY7J{{JkeBzmKIssYdZdDhz^+%^*|WsKv*h$fvSL_nlm2K zG|1WLiwQ)FT!w&Dre88zd*V%Ra7o!A0qhHD`hPnW(HC$6%}s;w{we~>WB*Vw=xns9R;1n*ZfcV zwPv6up2*ijK#5)lgi2kXkoFg`jH8Qc^$7ix<_Nv9^!DB@q-khUp|lb&|qt_V7!qX^g4eYfR}2M!bd+%R5xK%r&FM z?gt->qUeBo5uOT}`qrK5GB$0(?Xx;RU!4CO`t|mb=Jm4m&VV6_RiD8F62Am#oEKWX z2h%I%-wD!k)AW6!%!mU^AK~^zeSnEYvJs?5T7L*DP*hPIBN|_ak-zVA# zMPPNr!gi9?l2?$4gaRmM4PYvY{K3isIz>D+6u-TuDNavx5W`oooxxZfiF|MhOArTz zu~&1S`N68-h%5_g&EBDxeoPZKE%??V0jbgMc-fEeui0llIFzi7@dra5#}1np1!sSNncZm-qkzR!waz zV7NcfuZjl(zMxWVy$ijB0k>ui2r%DmQA&Vo^_}m@f_>;Cw%v>DknxYMQgfThp@D`0 z?alegA0Q}(@DlPc7j%m73Hmnm9CZk7Yrb&R=UuZt*b8s;N73hl0D7rM)$mUAjqs@X z;`wx6mZCq(oTuMP%$Ib-0yDdj0EZd=`RS+En`{Kf3Z!d+w4Mi?b4w;IT^RUdZQOA~ zywZFE9R;$~09wwy5u7SA!$$e^Z5P&@S}GCMxk6l124G0YU%XS@gf7Qr#u@X6;>+M^ z-QgSjz<)H>J)rH{=;G{8d$h~HIt%M>E{Su~rWrBhE@0DCR6qrt{wWD`n7L-O`L#p$ zMG_=JxF=6G=TG0V1BOq-M(az8?6uW83?l>b3H~Z*TXsew?+M=U957vac3nq0=MU8J z|80yZvWKX3Bu56Y{d>x_f?^tWV}Dl3L2Cdx3II%v@5I0Hr;Yu!Pa^gy1WN;RdRRBe zLY#@6kx`e%E2>)uxCJo~u>yIEBtYYOo# zO-b_A~yt$;y5#Kb4K1_sw8k%LDh*6V~o z$U@geincm{q|6EF@#3sWNmizKq**S{MM_|a>bW-c5sC5 zY^^jS$?bG?bMt|-K6ks!)BWopu9-DmszQ){vSeB82oXRVC3hp8T^V5Iy`}?k75Z^F zJKFo&GUV)`)3Ie*`Ay28K%jVLqh_2N-xJ zEH{0K=B6I5fImB|aiRtJy*H7gF;dwidpdMZPW<^E(v2(VxUSW?n(^OHUi`WGhAlKX zp{At|^PW1E=IWL?H}11ap`uYtC$l#U!Tu>Oi+Km2K4!<&HXNz64NlGDNiL=(VXUfE zu8T3EMW^4E7{*{Hzw-?2q4OQP%Z;zQyu;VJWS2$=)K2bw1qcyJ_ZE3Y$|z7X))InK zIpGgs4FqbA%q=nui8Nx!uZ^mkz{`8GC&D5upgNC)n3l@k*f$Bd?&};*}yAa)gA! z|L~NQ=|YblMnT-|dk0xG1NO;Q{$wRei_Zu>ZOHW@HtG0l$7Za#?ZjD6-K{v4eE%Kf zh6hTV`Eiy#QOV9Sz3IJOlK@TtBLlZ5p6L)87S%I!rnE_m&T*0ClQXxPu_HDD&n@GB zd9MBOiTQ~lZQiumRuO%QgVVN5y-%xfJBGNQjCLpf#!Qls4#hPAQ|-=w4FFk2Lb|n4 zC^i|)%(RexZKPHDjLRVo(@Z?=j?+Ka@yCeGR&#$T*+#3>Gi_~5$q49Xm@5fx`D`&x(;leeAWkNnlf?$`=~f+yaFAnCseWT*cE_XcNLXCb%XxR zH7#2cP2ht16PkzkAjXH=f*zwJNe&FXXWcdcU|rumW~^d;3tPiT3@@tmvXS zLg4=HVvyoVv9f|@ZXzS&JmZpJQ>x8c?e7G%tN!-9WSA zxTv!0dn}o<2r*{NHmId5(3l+rRsPfa`t{ix-E~~AA);P&;~(z=IIT&my__H%GpM!k zKHZi8eAXO#>1gNfK0-?jDP_)IsBG$LV-G z`N_j*wm_avjTvz#_y4dD+Wws>ge`e0s)2@mz{nYckR9!Sc3sBVIx8rcp}LnL_<`3D zVmK36+_yCKB!*AuHY&J|pixF#E-C}(6hQNyJjQv9Pma3_GDx=I#XQD`ypl_wIRjZb zf0eO~O9H-BK{tB=Seq>b_PdMw1i0TW$^b#peH$68`~UD-D0F52qKx=+%d%I$Vu%_j zdH1`K#IMRTUi~7vkHy4^a@)prc(0(KQIECaJG|k3wSvAsSrt*wtFL?A5={r%0d^uf zMfuXu9ae*zy2;Y*>E2-_3H+uy=>IWr9kEv|_p0ZGYXJTv-Q@2aw!^kdqcJW~9a6@j zI?faiH@OIhm&oUnx;v(qTK0aCn-P(_?rAN1YFK>pAFoVPLaw#O1Lx*WH;oa)VXLLP z-o=^EIWL|I8lqLy!HY|gwHgh5zhf=j8~-3P)VE|_?S$f08DGQ%*teM9eyqVt!$x2S zO(E4Xs>2d(`23K%gZB6Kclytc+L zK6{``ao$sJBxKYX;DaW!Jt8dO{=}R#`?nmP-?eQ+5XeOl>aty1ZEL z7E|sEErskGWr^Qo0>qP&ANu-T>AB{~ARt&`TEI7*#%eF{p%Xc_t>z^$nC2LmJ z{sFK9kEz>lfUX>#orfort*6TPAn~mQVnd@c{03QB7IbvquChLK`lic}@Si6IB$_@C z`iJWiZz+v`%gS;i6les}7j~+0K8j(#aD`Y1FOB}Q-v|NS0Mdn_*?M!~rQVhFbV0`D zO;W(X2(%>n*=GJcNaH%d1BkJ8Ab~u#s{YhbjNUZt#oxM1qJ-jB_gw=1u)IKgNcM?f zm=fXf7yjE`-ah!#e^jPkg=rBl@vy%+{nY5)u57z7xFX2bDX(5B-(d{DuPEqWlV%0F zZ{c_I&nU~e9P{_CPX}TfWUl=6&(EjDPV8r4H}5?%x((1IMtm}JKKmpVV)Ja2t4-sZ zRo1EJZ#$CKF!$Nt1x?-qla3-zUn2hqZBaB<-E91w0THOai_=*^*Th~=wb1nKgi6ZZ zPn%<=g9m{;X9tiVWA`YYG8$g8Dw56&L4bIV*h-Zg(f4qL2<|D;8+A&#P^tMf(tt#? zg$Vk{3!wpTA?2GRz&wnENh4*ju_fLJALcOH2n(s%4#O!-TG>vDu)R%+>W%fUU zpRdm4%{5C1v5GqEN!l($w5Smn)i%iBVFK5B$HFFMW*kU7^uEpxs)Z8V(JRCK`0nK# z`LXmXyKp|Nf*RADGX#By!GJPGo{Gqz<%-={RM4~Mc{5j32en@3*qXo$CW1VIxJ_pF zXIFU%6NlPguYCXDt%K{G%#Dwxuv%8O-WQFW6|>cMMWQms?XDr8F#wrbEEn+@H~88d zX@eBn{jd$PLI1HaGV|{jFkJ3foW`Y`oXrV;B{p5TtF+sz(Q+(ZUaiHkM*b|;Qd_~A z)67?6+3A=d7yl;LBdJE_Z<{(as~_|573DTaR+A`wARqOw408x6nr+quHg&fLKzy0i z9BYevv_@N0i`OyZ+a8m@aJ@_q)IEz-4mlf`IY96vyP0IW8D#)mzs3rx^3?H^3`@wb zS^zxz7j+0)RRDl+8A|z7x~T;+dz(&H>Q5W>_Mc?K!+=YvBYGg5%n|QfCd3zEXECAa zQ*0xKpky)zCu{U%t#TT5HfMiNAB*C5)@wm+{+T7>ielUSq4@~i2fBefcG1D!(|vmd z^L`QX6OR$9B8yis$YFr25%*x~BkjFQU?+bjxF`}?rgJ|$_`N=qST#3YEjxw9O@5A4 z9`G*ETuzXG9<|!yr|Sbz{Jg1dC)85_%b8lDvTylGL^R*A<1ruI{YfS$m2lnVBsA6j z`>ia^6DjOz-u3>iY2Ip?DNNIq6S3WK-$tW-?$4&wo4^mtT^0ueKR7H`im&b}^a?f~ z5oZR$U$PMO4%h5Vz4<{UrNIGr${HiqRcry-tI{B2Um*VueCb7ZvmiL@-;qxquoWX3 z$p{o*(TUqW#-sAYZ#MYNK0n{{*?3m3IA+k0wVe)8oF6W2W~>P@ z?k9*`2kozjOGZny6%WxxDpn?1?@LpjXmS7SF>tQV!8|{WftF;OoawR7#mx~K(p1e2 z#_+kFuI>!3sDHIup?^VZJ;cf)>>1tgC<<`;Z`g1f5Ymb1sgS(Fzx_$d7&y=R@FVg; z`A!b4ZgR2ub25Onz8DLo2oC}0u0mf$+PAS_t%&S>&_%QIB z8@A}uE>tAzGeJ%@ZxZ9uy_ZXMTr(4K)MU-dc}vbL0URVoWo)E;QZ&s9%I}R-gxGWE zpWRr}RJj+R5jX2kTd~b)I0?(E#>iSgmi~1A`tI7embyR4wTO%BhR;g72bE%>?&DfS zYqaykA|Rq0hI#MU2&9JL*~4Ld{ggU;oTj{VpED$xH`BzK0g1)t0N)%&m7?F_a}p?hlSp4e!MHX7PF z<;zxI@I2SouIMh3N-@&*$~Ih($baQ3@Av*B_KAi?e{{eA>y5noOTB!DUsRLSHrBsJ ziqj}j&qd6okz?tYpxUBw$#&FiZJhFcbci*+&BsdGVH{9usU|y7rl&-imjrC*q!-T$ zi%@WlCWy&AaLg2YGS9J~a*=Rn1`Rl!Mjp`>e5+K+C^j_uIgmuqO}vgPt%?a`Ez)Z% zK0cQTLD;vD56!Y#>wH=obvm>g47p``F-HWSbuS%l292kD=35<}`IHfi-;)r&-&b{_ zpg7O+2ktI-*Zpzo^6iJjGYIi|gZScE%%x}~*BniI?+WRx2=MkOrH44O+RjwGkQ@T| zPK_w=7+LDQfnmbSFV^72sb_J#dSrFXyrs^J-j6&W}4*fHAygt)pjL7$u58wjTWzp~hz7quvDIbcYZ`B5R-Y!*eDS;cwbOJh*Bujh5s)M9pH<$e0*oqc*! zo2CE>K6&OxZfL-#alN6rhKD{>P1n}jmol|MkZgqRgH7#s@ZP-SueeB7lBY?cj3UzV zE?RsgTOlzs2oVf)+gBXnV9RgceEU7L=0`|LS*+W>z7bnu@(>WpOrX>o(u8Z+{q`iC zxPQ!Afq4hu^*FKplrOal7RmS7cuFh8pe=GM$$e;vM@%J5o7#c z0W$9TGClF^R~1+eg;V--o^whmquAH)@<$}9SS;`2ery0fUkN>ce(!KEj{gsW!VoW9 zX6;+xq&kBLb^eAGn>vHOmJv)Kf7zeJLh8njk#5yBC>nTU4Yj2>wTPf7{7>3#(q<{C z;hQ@b`fC$oYyAJX(Q5fv*H#qhr zqNq`uz}^$d&FoY=jqgZgg&#sMmp^6J_I?H6rbn%xz{Wq1s_i!zO#x(NkmZoEZ6}R* z{o|zMm;(+8w}Ke&$5c5VU#ur|hTG25Dwx;OQZM%s^^W70?zLF6EiQk@_ilXMaHgT{ zL2|Y4k}K0?BPYLa%lz62m=o&dxN?0?KcbG?H-2qsqWhY0f=C7y9KD2l$!-g8*pGh= z6Wm|D;gpu^N4Drhj4dN#W1XX6p(q$Hx`!W#jWzYSMp@73MkRxG*XW`mFdy2+i@s`+ z(?kLwQ;e~{2SBPsr;7mW9)=k+Z(`V8Dl2F-2gl76ZwE4qNPO)R#qm4kv(@*HFsg-# z&f@3oeg)V%S#G3Ky;RqXQW8)9=CF*RIT@oPc`1{1lT^sEC~C+jmFKR$Ujd~G^+kSS z3lcbHyqG?O(W{Y9Mit=?)hCa-s4>iL29WH1kZGY-Tpq0-NxI$i`yYBwSj1zc9Y9^M zvY_}jT1{Kmh=|8+V+vrl5cmOkf~S`|#z! zByOHI@=Jkk?RO&9(K!alJc!+?(H>sVj_j-V6?oy)AqS4y!=d|rE7rV)u9acxD8{gq z)Fxc?{IfTL2El$&?~BlBQx7}2*MkmU6M|I^ip7O5IEL%A+#la{*AyqqLLO}EBDBGgMa(?u714V7<^ zSo@O83fPB~M1R=09#96{If(_Ys{)MMPKfkM#h>)gtQQw((R1k;>8|>u_kRJS-k8wF z9;5&#g`qs5J}Pb4&Ez!MJY)Pkmr&W^GoOBWpEQour`Q$#?0%R8s>FpBG6YUegXK}P z+@xUv(mZghtggGS@!N2GV%&=EN5pb-#PV~uMTNh|pGOIEJt>u({jLNV>=~rxmZ!GG zs>l|roH1RgwY=rMh~l}3qWhZynSXhph)I`%2s}tO9nUK*m4m?^rKN4~^L{kZ%~3HO zUwh8Sh}I%LihX8n2?luNoL}T+Bbw%DL2pb1^D*Y~kUY?n`{O95=;$wT(OZeH&7edh-`Cdu znnU93kK0~YpzyqJN7v)*kqRU)Dt&N4S6rOvs51`Pe=m`ZU~ux=#C|nz{odC20dwKV zl~lr=@w79ebo8Swp{wF?!-*HDO>mCv_&jP|1{SJSLzG?0;(|>}g6T^0Rlm+ECA*i_ z9*^1<-1yqwP~94^7?`%xO=tfzf35u>)M4d{y_=N*Hd|aNL-rdm*tXTu3ra`2#NfHa z04X3?hlp&F zh;&kU?xKL*{in90Bb!!7J{tGd^~4Nd)hFwX2-}6}!4Y(T@c&K!mj{Y~lvWr|Jl1UI zMuwNtyONGK@EfP{>ZI}-_h31%;v=7`<3+3EY05-GWw1;BV_#reMt7jaF5qmo1)4VcOGIrQ{eN?*y@78d7sgT+K zPa&;d9|mZ)htn&C%z(oGHT(b90L|9#IGNBZjeWaKJQ{)}lo-l0lK4i~-_?VcfQ4@{ z+NbHoohLF>i?eJa5Zm~5DneQouXvPt^HQ|ReW^=Ug(w8Z+4R3!0p2F6!&~7o8WuMU zC}!u%_HAK!b+C4i^*iR4Wn)39bz!o%nu+F20R`&1mb4OeBCpVkikv&=$F+D;3iEQG zqBUmLQut&=TB%C~<`Ekp$cXhU%A3-))$PtuOX zf7XgYs%wuw`~p6QBgMvHS_1LQJ`i`=)CGb+k48{_XqV5!Y%}LUFwfWYx3(WwW7 zbwUVRo3L-7LUz+ewjs5NQepI7gvK=SY-AZFK{V0wvw5)i;V;J{moOW#!?&HQL%@v_ zQ`*8?UoAvc?bTSMJLcS=uIINS~c>az1J_~ZA%9QmH5Pt1eRFNIX#wlGT(iddLmB&P` zMnu7;j3|`c@NH#atc&$lkqNx1AW@h`pi`xn$C8k;RQoqg`H)IEYD$+PJi?HkmGMGl zp^-6;rS*dW!_{|e=(7in)x1W*)PE)7&asSeu=H2owhQo_sz5B-loG$}W{j>JMTX`L z!31$r#=E7$uZ?Y7H8yO%;cqj;{4& zkHs@=jKmBH3P1ha^}-5Q zR|r>LTXWh_u!L<=UO|u`z?5XSl6uA@qZTumRT60ixm{}LuERE&DqqFrZ>q6f8Z%)6 zsw!bI)ozV7bf;pQWS6f}LYQ-Ima2}z7z#@Sm9@(P40ZQzP8Q2mX*@C)*(kOB0Bg-E zalZvA(@55h%}b}06J+xbcsXcB$e-%KPLy@uW$=(xw`#8A-vw#FMdRq z@6?WZ`R!Lci0F1?5aF&nNfkuk+Y04BA_pQpn7g3Sm`pq%9iQDwXlNYr zFWr&cV13S}(c<&d*H__y^->xP2mwc6UyrbQEST%jwK^{Lj^XC#fYS6do!1Yvc}A zT(mupFZtQ_-2G%^qT_DWiH_~PY`EF-8{VDgvYxShb61J-P z{-&JmA*F6nX|IllwrvGE+hh((AHr?GSX5Si5zQVaU5Z+j4>CBudAsdkR-|uOHX+=0 zU-YR8g`%mglWYD`j{!XX`Q0Ik@D4M9ZLZGD_Ak^0a*mcC87&^L`;7rJwlerL_?yaZ#u1iyy2v%%t2&wSHbAKy5j>?ST4=G zufi8?5D|fm6*r>+*kB(ZYJbIKun!QR_%HpZ`d{V0;yme}MDlJf$!KXvc~E}#|m2iXEwlNJ01*xJ4(FZe?CU-1;qqDFT6-2&Dm z6^^sn&Oany+G>Z_@$^ig9e1>QPJ7A{+Ov?`0b5(u(|a2nettE%^#jH^3|_Xc8d^@3 zxD;5cn!S3fS#+Dxc#yN``cRu@c_aBwoLW0QVW}HbWmTHUCwJjjGKFOcUa8|ub-lx< zP3~i@)dM3~k8D2Mo^1z%XgdBnJD#OR|3h;7S92k6%%0C%)K<>rpj*;P1kB{}CG__l+7w|FCIi@~ zuetF0HPN;ipccxZ$;RB;{Aix^{#Mx99N5p3woMvlmkX^op!McOzf2qaquOx40m}aN z{Az0eMe|K>&KG&d*mv^kYfIW{2%mw}ndAekz#b*I$1G1v3IWY6=(rEthBU$!Iu7xfcnLb!(|8Zi7ib?qu z?TccQgV-VLv?hJ9eSq9ZOTK++GfEG!?O8B$J9n%1!j9zce^!{#gBe2ZWFdrCT3E_rCm%HD&(kSs5vW5 z1De8^zi)j|3^JQ(9;hOt5|`Bd8mq35oec{ppPpw_l|Dz)T@AvNqq0>~CI^l5TTmn) zf2|(b5*qjazzy#5EY|()Zc!7@C*(qM>o7?1X>kG{@t++o3VQ^x<3$Z?gL3FSoH6(S zyB6Q#sMMTld}^7yOSG&l7yORJKD+mgS&>5jNJ0IRxP;!M-pvG9)9LX|XJLS|eRLpe z^Ovspt%l!|+ul-Z5BNuh8G8tXQ%8PJ3M!K5E58L4f=VgO3qgvXc}5bBbss7gY@xrE z5hIad_o8;u(s8#-5tzk8^+vj&v|!Svs7?oRye1@mdCQAAAMA)Cik*24LiSc!=92k9 zf`&3ou{3n894)W~x|!HezT3{t7DV8sS7c^ z35f&X`_V=%jZ8TwgrDG!o7$p25pvHJm2`aeeh6oEW_K+SV!nV2^=V_>bGAY{mp+X1 z>;db;<6xq!@66x`+1bP5(INdt71*;Ui{S*h=3AVP{nBh8wHf%Sem#g2^rAKH!9x=Rh($4;#0pD}BzVd(R;4T@L?Gag+VK zX$xQ7Gn`a6O=4S{?Oqj8ui*MlY+Rtc_F(y;vpKR9iqe zCA{2kO(5|lpI&YjJebGOM&^PEWK2lB(x?}}T(4m2K6KG5d}MteS+>yw8n5D-@2(TJ zssE{Oz379}WWuO2ltZVcLG96mhFJcaC+x-D%5UPd#cZ zYvrc^abW6wX`0e(0|NMcI<=fxXarC!`oAKe&6RG-Dz%y*H^_`D=BQc&<8@*kR&ejX z0}1T8+~=EBZ6SNZ$q=I^TBNNgL}4LIlIL`vaZbaMM-rnGkT&@YUdtdUpmXHhN$6qT z&XWVZ$I85;mK`YpEJ2dC*>cCA>*N1E|7`Z)lpvMvbt3DVpg^4Oa;Apf{RGnw9Te zH1RE(*7inD|GR42ukj|MHS5UDeoi*Di)UzIQRgR;ua{issP`^De8|)Bbh>Ng!tMUU z8oB*Ea^fCg^#GY^3PUNo(48(WMCpN-{A&nbTzEOn9N>z!RBby9c(Z3$*K*CHnk{Nm zWii(nSQLvuy&Ba&#c?;%z(N2hi}Ia4R!hNLvc=xmW9Ak*O$c+>h-@BNAebfb2OOFr zjbaxe@dSbw@ts{%^J*);Ku-u*KUq!mwzYmvQ5WD&%!Mkb$Z@Tl7(+4jo6?W;j zt{IXxmP@(8+sn*zJ5N|@##F`o;R7L~2Pi8izvCxub%J}UG(1EYa^@pY3I0|Eg!et8 z?hF7}q|ixY^9L-ELj{e44@CXH8;y6}5*z=}Giuo4@Xg?^ z1r>gfn46Ue_0@@X=|D-kSZRhX`wu38^B1gMk&f0*t4sm-SVvbj`OZ{!T&R%1TlGLF zd0)CZtH~YN?K>jusk}lA{=Yoh;{wG9^2zl#E}NNCNHA#jVSI($f)&;qxZOyr>f_j< z7G#;*YjR3g4{pZ~LN=tENVs^)RPTq*H0O)MXyh02<1m2{^R<%v=e0kk-^>c;UmOPa zkksB#sVk3g8Pj?<2a%Pr3kogkRpaA}Q~HW4J!!R}YUy$@F2cAq7g!vt9NHiiMX7L( zB7L!vO@7tSiH*+H=$Lb0+4*h6aQw&gM8#yV@Y^>DFA?6TMhy3i5{}ho$R!1MxP`WG z7W8R^SDZDuOz4UkN^{p^g{hs^e0#ER>Mpm9uKbT}B!A0|ATE&w zRgKJ4#sl^%ocN<1^#ewKRLdEb5fha6%U=(tarBF`q|_TXZOZv8Iam?;2hqr$IP%}l zoRzXE?@Oboxi2F;k$WBZN^bS>#TwB}a*L0B6JwFzRrPGa zZdtSG%6nA)SN_9w@Zma;{u3Y%$eOZQ@tC*yCpE~=Y%+t)K`=&i!ENqPT?pDX((-^8 zytN{4h8#04F|cnNF<;SINj|}OBx>&_2!My8;`W_bS`QmAhYeBl`h;3^8UZWFfEBd> zm^N4e4YL;e_dR-FL-)DsAbgl z(Hy=CI^h&QLzK?=F;4`}mrK3duyw zEoDjj&hB{WmH|v%0TNrL7R7y*e6ABW0kNx|6Zdr~Rj|m_Do9M9d-PAz<{tU!RgdC^ z-^073*UoF9F5%RZ+3w~oKcpr|$dnHTv+;uemtKi*RgERcz8g=f28J+jeUg_s!`zT} zo=!_De3^}seysU|8geFl!F-!apbAX?ZG;xb>WK-Dilf~8{iG-F(;S~`vh5SF>rnAv zA+&69j5!hOCE6{*7d$Wc^)e}oY~Dm44Xb@4Af}U9U2yPmM(l+OWF3DPBLN> ztWb#Y{<%K)+c?GKz-8xgaFK*!Vz1!|r#4dPElG2T+(o}m@q*3OO@{C`xh8Hg747`* z(Vt46?Jc^#q6>;Bd?nhLH?_VAG336ubRQRLtbfVfq1UpzOD}+}F}V^rjy3+_TAi76 zSz2#Z2~&z9SMnb-C7xCPuMGg*q)I%CNA7i?{r)=4>;} z^;tt$Jc=upKtf3efIUaG)G{ENNXTNF(+Uo3GYr0vfs_$d-gk=e_3x#QkvCNtu3rpr zCk>E!#sy#pp*=J=Z<>Au?lrd>6p}7}+4WIdZ0b+jW~}Rl*%}oW;$d|r{w28VVUl7m zdJQ)j3Ob>?J!&+rs$znF1qPj9r2bm~G?>V zO^7PPI?kYbt1@i-W-(C6Y<{}?t%+aqu!9|NR|Dpx+Yl(29PB`qD#*Kft@X;xOA`=S z%aLfW3nx8ISmozOSi=#Ryb@$PGA~7RP(qktI5prkY>pJTv^h^rv=BDLA?@FlLR?_zqiAwwaKjxT^SoR|LtOZ~la3X+FlFSWhI#W=Ht~*p&BDtCgiI>V7Bofl zl}|m%`T{n6{~Qbq)Z(~L1Z<9+nFrlDU`?AJU!CIrdPk8S0m`-;dJ<} zt?xm!$?@@Jbtp2rek+4$Cqy`n5g6fDo!`p%9;AY2DQ%+YZFBEb0~z~$of zCCg2;1Cy}}*O=OUzIhII?yY{)eecYs>NsbCpRr|%=Cf&g^QgV~!WRuB#4}L+TLK{> z2PSuWdLiE}mUzbTLpKX~Wx01(SX1?v4fU5D$bAqulI&BdteQd}w}$%P$a5%UGP20e zI0|}kYwV-hT}HsT`J$HmMJ>|0hU?c!!hZfM9Q&ZA%JE3j?k~wuRvIPJ&Xec+JgMWP zjEfa}_qp>1zIjNC*xZY$z4h4k9+tguDoZCtjsE;W2MVj=DTB7Gy`?dgrBrvzB;_G= z$8KH|*#G-!bfVPWfG)RD(fT@lpU+7j`XM_1F&&Bl+_^g07X)FR`1Vi|dWXpCrk?*ST^i7jabK+tKAWH95g5 z2n8c?`cK$GtuJY&7x7!0BacI{HVe25qIW<3`d&~#6xh)VMeM{$FJ>~yOIZPHVCpz* z^U<$bG8w$UL%J~PnWymDsQ1y)4n&#$j#Uj44Lgy7T@mo1mxu0s!#?`l^0}h6?VY=& zg2NuvBj#s3F*4@)cZgLQK~2TFw_Pc{PCVy`Z5}&Le}IOdOAfzFWbxSsA6AXykF9Bk zvk))8IeHZyV(Mb~a-E=1QzhjpH8HC2XH|Q7xwGx33g4nWv9C^pjVnJ4>7VEDJKu)& zyJO=f!8A26Zc7ZbmM`Ag08n_}&*h&VJ!EE9<~>s>yq`-}@PQPC6t3e zx=D2bS42|)5^riqubT&6k}>J@#uhDr-%W2>loRSX8xDL(oK3^0dgM;eCyWD-rQ=_i2l`(x)KL%}1nt$kEPTQ!ld&NEKuf8nN zC8}~TVOfn`uIZ70Gr9i~(dtKx#TLEt6i(e7S$;yTiz^Swi6=1}ZMj8Aj}C~$@f;CU z8YzcvhJBD0UaTYSYPCd0g-WRF)sT^c@(P~yy5Ju!Fc{HXEoh28VB%%;!GAbyQzs!h z_A#mUahp6S%#OgzDdyKEw1sPoZcJ|`p~-8b9nN)`dO?>$XsMe|m+=x(#bt1{sJJc8 zSEXun#nnlsfL4r7yMzYb{{M)3>$oVJ?_pR;Vd+f5!Udd=fYQr}pl8Np|xFqiAcUPT4ValP;yY-t_p{Is1(7?4%9mYpO6+sK8l=O?{d z2uqh;z0sz%reo@$K#Cb_GA^il%nUp_aLWeYEb7ZhP~wVH;{KBZl|OX=`6vAY{;BxJ zwhnz#79IRM_5NK^4sDpcKU{w~p6$1E`kEVDlej1QRY|&lrWaS3!dm zfTmyqu_GKH%Jk>c^i2Y5m;R&*Zz#}NrtX)p(3dJ-4{<+;aNj%AgL0kKhXlXPuBrq{ z?LD-J09Q-D3{sEOmAkBZwG~nDW6(#x62w)`>DDMoGAniC9$)sytG7#$>{_s4FNDgU zNn+3q3UA+7BsPlQw;rTOSBiZy`8`~oU7knC&*Pmbuv$DI`O=fkU+JhTD8!E$m}R}O zDftL(dyFW5j5P_9o=>JsQWuCG>+p6-bM6>3b$9439!UaLZiS$Qv9%nwLcVs5oi+v( zbIEfRqM6mZ+lmO6b?X&4E4q(q3lwmdVZk1F%gVtOZ+*CyKh8ibQVc9gY?3Ux#Nb2F z)(pjJ5P#hU^HJ$Bmz^L6DcOTA_3hUSbKO8eHl5%9)}!-7idHE)L5se-fXGG{SD*-! zW>hw6oe}QEm?IIVMc;dkzFQPRJu3TUS;ls6S}>6I{P0z}64y0LI=to>B( zy=smv;^S}u<)Vx+8%-Q^xZs0V@SBC7w!tr7D6t+d>9q}~4Nw9St#q%rEI$+k-D_cs ztwRp2VWIorF2x4;&hh#=xE^s6@BVgG(s+YU|OS zR#4LyLp6u|GyC)but7V?R+>Zd<(-;6bJ|BZBLr?z5xsxWNQf)`2xAlVqQS2#L(6Cj zm-EMuaF_M@=T=}>Uqt!FzSkoy4>3fa!?sGwrW}g?@R2ML4G!jBCF5w#0S!v;PRRG4 zCpY$f?G_v@5zjs+4_Y)j7@ne2L4??#YRT%8wp{Lh$q1U4(VtyJuehfSaB~6#EliVf z%G0iCmp%8o|0s$463|JT5*BmO|oOa-~%>IV_(qJ@of?Lk7P z_=*^2%QRT0#EVcbGQ15a*_bl4BuB|mF}~u`wgy>A?;ya(&x}%CqQer&t!D8L_Di)H z3ZwdspL)ZL%80S}rtym)Z}RL-C~Q(IvJxd`rTDm8{aYkG_L;={sncOc@SV2vIi}&2 zABNcJr!+a(IFbT;5-$!9MNyg~CP)Hrvds|EsF1Mh24d7qkK6%yr(QJ62AhOn)#2Q7B_x}nWv>_3ba#qd7-Q@x z1qhhfbvXFf1Zcgm(ltS*qZ9$OpqmZBdT1yV5EuDbW@ST0Hc`PfkbK@mOaQn{kT(bT zW>o&_&cd={vW?-hXyHxuGD{y%!X}i{MB2ly?PXeT#qkPBfCQNPM7p!Qh++hePrdS{ zmQU#s+#7ua1Yu0%>6ugY)jImvDMCS1ahh1H4l%=0-@DtoInCSE$#B|i`wsGIKbGWT z#y78rY8LTG%2QwYrZ@+wr-$f|{3KR5gz_ylMLhyfA1Ee(5Fhr77!R^S3IbiNJiFu_ z{NJzP9QdY@0xRCxd0bfEi(R|xHcwX_q{~7$fA7VI#L6^~X)Xk{9#yO{f<_@Hw1G?# z9d&1dTjP(6>zzzCJsur?eb&F6@hr2CufEJ@DOBiU8KSLzm>>4)JvNa*ZD-5&WqlFP z%cGk(-4r=a^V3^c`kSwzRKGu4fr-9Xt**R%(DC)*!eysFEgLO&GUVkO2S>wgmIUv-wbqDx)l3B9FKA&oqQJx2gp0r^&IZ6r=N5ZXxp z%f;h9E&Zn)EufEwlv-r5c8f2`VfXv@n1nW0mlZP9%?{R9|0!br0|7M1Sj-Gm(KVYz zv@bqowO7q!nN{2aOy8g!GZWB6lpnP4iR0}mxtiw-RtW`EYBo|G4Slz|3jHC?V6c2; zcXj4q(0oK}#OlcLeXd8r!)*zpq3&_~%yhlXw#!4tUn0D5Pa#x&EzvKR=X$U!4VRdW zN`Mss;_OH!^i7wTeKzKY!VouuuR`^BffKdMF&4NL2ZYiB&;I!z^8_u}jV=(YsbxJs zw+$2V6rCn7x9}V+b-Dfw0p;JH{~hj%_6J`Y5P(O3!}6fptYuCuADwQAiIy9x8(hit zMs(CJd|INi9t$MhZ0PK9r@WZC{m#8)()!sZ*)(68-uBL{yN>HySK-93BfYkc_JYFI z$+T0d(a!mB5gqxI!mO_&gV*TFWZFs9tfv#2epg3*NY(oFCL#Jb?*Lc4oSWMcTJLx8K2HIMwtK&8^Onr?f9k>rF9RhN)*p zRMUJBHBrtB3%3Y6TH30_KzUtk>@*D-;hu>JzjST^7X71H@4SA3$2!W%I{Fw(f3n%e zaFxx!O3gmHxkht)i(KLs&kV4u%JSDUw)1gKdrKMyF0goK@qJD`3zC`Vd&G>$)l-9_ z7K55=bu5P4s8HM?dW6slHcoSc^CwTO&JjQmk7v!E~G_#nl!ulMh7jt{@Vi)m{Szob2PD6p@f z35Fo@BxQoiZXQ7C#Xx~`>Gy6YHE~|(H8|0>L{90f8fyY~D!BAro%J)>fx2*%Y3{R8 z@}KX8eu(o4meV@jN`y>aXDC59IaygE&jk8_a_HUM&aJLj40z zzTQlip07w)ZF9(rSRmwbx#{N1n|bgM)Gj-6>w6PJCfXdK<~}Dar}GZkx{(;lJW0q! zGoPYAN7-yiHTSE*(jhxqwR#kJ$+ST#voA8WWziI$#M(i8JDPBkqUx%uP7Ntqf_L%cCG zG7k^-Q#2v{vO!kiR;_qmZ=IeVue|v+#n2j8Xn3Y4(s40+pvq{Hyon)+7}$A6;fu%+ zOJW@iQ+KEwV7LU>D!M36>28=$cV);_n+KOSJFr#0BLVU4GV`PTrzX4R-6c+t93Qa9 zC%eq2?e4psI-PCGW<$+x*c7X@{V={n3PzuICo%_aY*v*|6SjqF zHCcYIJ*M@#t!YWcuxL0+8#74xAURRwafAY_@sxGgBw7L#7X5`$!)@Pk6MwfN+>PnPs8EKgA zk*9WJ;A+X=Wo@BdtYm0YK}xZmZibgnS24)x^}HR$F|gd}^v|%_W=(D~TG@^$Q^d#% z3u3_rqH;Xl*Aq5I=d^e35j@+^5i&OVvgk(i{a5yiiHLbl(i_Dub)G+dWzSEyJ5-ZB z;@X`Y-%Z$~47Pgwi&l~c?38=&mlpl2N4yMoeE znEij+rR?S$rSvVG=K#wi_Z^k)ug`e*@eS`NQym8+`*r=`AQ(3#b_!l41igGeSopHG zuw>>Wz^CRx1<#`k?hB?V{1l?;^)J#1l?7RwHw!iwF|T6hqXul(Gv55HLhYPO{B z42a&PK*v6L#O`*x#U@QX!@F5Pdvqpfkp#XVtv%qA19)dAH5|G{V2LFo7*9B@JNB(; zOHV!9zy*=rS)S09!;saMV754D36`Mq`)pTSRMxRiM_5?Bk*#KLd5N!4h@K(TSj?(b zA!a_k=YKII|G2#VHSPXP1qrgaqQaV7!ZR<={8swsqf4{>;vvADf$5t0D+YbvRpE39 z<-G-bt|wx>d~^#`Q{H>n!`^Lg>{n=jM{GX@==%X_dN_|Geks+gx34U}-7k>2w;5UR z>IzA&5Z21eH-lwU)q@-*gD?D^;PwrKHBeA~i~Hg+RedL}rN2Bz|Co-0YhGdFS-0W= zu|tRSoO^nTkiGYOL#0bS;8nA~uMHyu^^AhGiw*jl6L{WA%(t<-@81_IuU|8ml6loq zHc}N=jF+(lZ3sW<74FSeb8mk)u3jmy`AK7D4U=)ol-~${D^yyv{zzOlG{3zwzPcQr z$I{B1HV4y?-DkeKwD6@jRY0&DvD`o*o8r)SXC@ zf*O~e;#OxWJ>{~$Oy92IGz~NLMfY2~X|4!;3J(MIq+FI*4_d4V-m>CzGc=m;IebE; zIzR||-5`2lbd=dK^t#pIkqj$sTuW&>ao$Ai7m#gGiCw;0NRm7UgLl(8I8T19jC0%X z=&4l(U9dIXPt`9D6`s4Vf`3)9RarX7RMyfDtucMEZl%}=da$B5{cZK2VP!Ym)Hmw* zFsR|&IUsL9=SdeYa(e-LT`t2sbFN~~<7e~6gLm#~HgjHSI`y*xJKA445?>88WqO#g zuC_QR9z15{q6?nV8kI)I6x9%EEV8-!rzx;$NuV{^Xx0ND>uzgJue8vO?dl821I=nz z*ap0(aS#=$U)>tQqjv1QBhWD!s*%4XWrue#_oOlNS3YibSi|Hl`AE9n7HZX~X3Wwu zhr4>0o;&+MPQImAv%D_rGMy;fD=v#jXarHMp6!+WUR_{Jxq40*X?pDK6KGB)o!q*# z#5?#aouz&~$u&}XKn|!Y zs5Y}Np`zIcs}5?4aGvk{^=f~(>x`0NT(IU)YKDQMHe@JFT`qRNo4h`wh85YN!j?7Q z(2XxDdm!T&TU1K`(i2Rgl>TU`5q2!batgn zS%(f*-?D1d2lnxiQ+#{u67f^9xJXaHD{^q!DwWnWpTJa@bgVamq6VVfgg_s`;nP56 zW1#g*laiUQh)v^~%e!|^1J{=es>kcpZv+wzlKZCDq!X8FfCXYEGG@N75Kyg|NX}c{}FPl*fWJJj&6ouIYM&J zQdC4?86iU0lmIp?=}C=87z7dawQ_J}Vkw9hrZt7ul%#Qd23g-(Q?5?8DPW^rM^>A` zHo|)RkO02C6PCqyTTeG+&?ah!A<@`$_3`cBJW~faOK+9Nzr=Cri9)>sza^Ik1CxjHt8$H z!uqF&c-w=z{!GSiQm{%F?4EPwP?%v+ihPpGXbZ82t--?^2XDe6cBSBK#y$cg^n_lD z#>Cl&GS*VPhQJ~h0(aF`%y-YZ2g~%(uH;m6T5Cto+!3>yUlin-k&*XoUpzp|f~}%L zi_-X*D1klAz5qqw)k=6+=V>Oh0lZ7G4auV$NlO7+7C8-OV>A#53)k%H;Ihw6vq1Il z`7`D4cOJNn!1)T$lcmhCU#h!<=i;eEud4o#v z4Au~VwNE(HLZ#~>iruM3w*51Z_-xO^rhSv7pW(WYhezkk;KJ}s*-Z{xE7@lUM6OmhJ0;ai#Nvr_a<%S+(S|<+8rjfV}T(KFHS28p8Tib~NR?B|{kI z$hT!pSD;()^Cwm5A?A1dM?X_8E(7bF=z^Yq-?8|8gE;5MYy8^zj-NOCF(>rg3o;8c zi|^YOEs){Pj3y@+br-5UEb2aF`dQJbpPpPFBuQWb90z_T86bK$CUp0y+_6+)5ay(A z#cyxJqBav|w$32QFLtMh-3^IL|F*a7&8=&gg8i!CWg&%_dKTX&q?_KC#k1J9_+QB0 z9B<`5PLG`5s_ZhS*-|=S0R++uAF_~sgT;``N^V)X0?1*i<0h~V^QIDA+x|SyEGmBk zR$pNNq=3{?Tq}Cy()zEZ^$gSLl0YJggL$I1i(g$Ausa!r;!wsP&__e&izN`VoxI zX4z80O&0={er-^T5^>htOD4w33Dk3H^prWnIm`5A|PMviQ7>J?%Z7rHTBa8Cn| ztokk0^yHwl!!1UES@E)HWVE~G zp=$BaB0qD0jM_5wzUsHf7OK>CPQj_X{PGt4mlHx%Z#ejGZ=CFIH8Z=hiTl0Uw|sOv znU&v8!~c}zszs;ck_7*ih6_b;CVoHLA6{d2A_&r+lP-iIJQ8As3<_ZH!XZIRP_sM5`R!m-# zQ$Lu%8*c%pD=zRVx-_AeeDIIG^cP%*Mo&+;>rEDefWBLF+SxzV9bj?)g}5XO)MN}T zJ#PIrG5z@Vs*j5c$boBaCokwp=bXmPG>xuSjjq}1rD+BB0BoPL`5!B#6TcpF2V(0S z;~zDZxuhyCnDOhJ;fIpeKW(jfOs}}G{qy|JX$5#2LOy?9@YHg^Po!@fx63={x7&C- z`B?j_i1?qm`u;k9!!_ZXfAA1&Yl5Rr2IhuQhF;i z*eJ-y+sS(lcYEx;i;74V-ckFkByfqCA3h~jIg$ZyB3fGNs_Z=PTMfPa@fPpn&p_pR zbGxSttvknePHp0DLC~{v+22nDo6Faq0oSV{RH6Qe`Q9{UExob>X}CM}ha=(sG9y=% zszj7(1+McM_DZzfA~h6%cY{{5oEH6=tcQGhy06GK z@~;J0zlO==?G$|WV`(%`J|&xl-Y@!99t6X8e!ZRLb>=Un7M#|8|Gpq_auRS>1Gvc8 zgY1lxllu~3$(?+fGht?Z6fjrHrRy&Nzg0_UeoZJrXA+_)y_TK;|OE z;&?_9fhhbA-V|-^|6xhXKP}4rW(!*+Gn_PyqN-&Ov5NJA-S%l#pBwp?BSMhvQv}*q zRe<5eq}eKt{xEZ~Ll$;6HAM>LW+;XvO`Hty!WoY>%$~dzw!I+AX?qqN5KE(Iqdu1 zXXaPFS;!&fS7yQH>@?rPwoiQt7W4J;2+=pm9e@cGlxwalzc1$0gTeDnfGK96=?fY& zi^?O6QmH*2q7MT+LSjNaD-?oBtj27UvS!}(z$z5l+qBW1B_%j(U`9FvkBq{B9=$+a z1CP<#usQaZ&z2;0xeC&4VGy^us|Ex6Kw-yr6n!Yw2hNXmi=-rhXNu`GDGyq z_Ay8M2rPcMiJ^U=$vsSTYuLayqv9nXIB zW366B1*RP1n$uGfUKNTr4r#y$GM?*#1vJ%q8TGgFDT-?cG0%H&)Co)3ZQ`=y5HI9# zIPhr-*ll!+^)nO~hdzem(zeQmYt)mPS{#6Jfpfet@bGZr%lI&O8@k;s5$Iq@IhyS~ zF@@x_`5W7von@Y@uV0=uh(17kR5+lf2YhdlDG8lKuY{Q{F4^i^vh6}aFm}r#PYi`n zvV0ZPyl;OB`EjafAz%)x++&^Pwy>$GM-9Ai=hXFTL;>rh&&_ax<@FX|OH5+ADU@_Y z_&yhGF)yR$jvt|3KT{fzUB&ih>&O94Vs9{7(=X6b+lX^8=w%Hs=!GGNVeC4C})eWP(SELeRE#C(wZ$vGE_pp+-uk1fyoOs7)2grxNBkdXn z2vh}Q?_cU}Q2#|jWCt`UX|<9z4adzI*~@$0P@n~-T74?vPls(3^Oi`DlL|$zqb3%w)o>YE@S2NL#isO^0RU|~9Ta<_VJC$Li%Y;IaR}}RLJSspQ z9+WVaMAO|nzz7e*;olQ{9-ko_bxvThY)8U!KZN|dU0n7#fo5Wc?2A3HSGnp?i$KVm z6Porf12=4g5`H8h-x}E75WFAK{aR2dKpeCCHCPy6YWC=o(+a|2|1`j8>yn@z4gAc$ z{;4TT2(zw_yvfzE#^Lxha6{n)2_V)+-rOvif=1JVg&n^z>bu~)cNBcCmjWJzsTLXgob4C3q>t423}vt?2I#dFv8{vG({xf+*7_TjJm zL}s35laYCdV$lHxmt=6Hx)8JY;XFId#6{`X+#`r$)4`qW&>oO#Z7P}-&4OT{4_K8) zA}IVx(J+Va*x%$>N+ZAu?UVw8Kct-*{co1?^zDjkPxnQ}ZTYJTMWdVpR76K&8cn^2 zwkmU6U#EFCZRSotQk>-lNs-c9$ViA^mWCYKNZnG6dDf;%we=da9vd;>)3#kVk6m2b zX$L%rI(rNpzPs#~nbcrYZsU^sl9U3J!C*a;wVNZ-CN&i5*)jj z?Vn;8v%%55lSRNI51_2JX#waN#L!h6uN&(-UeMnxz8f@3JcHr5q?~;c}pv3mE z4d{T_)et(0N-M5MaME?6kIL%&^tn%qXW(|F^PMr%)te*w7)2@RE4z!(@*s6>(Yso+ z-T6tr>j7M@B#Vqoq%wP-za%`%CX?c>*pQc+g84%Sb5MFxp*GeCDl)Zd{mzImR%2qt z?2vPKoMzW$VjeeGN!ZsMNSlOxxJ>;fuOxGlnzHx33ig%Gkj<^Ef zM4#cA-NEje)%s0U3rIH>Z?#9B1qrww2*FS~a{|fDZP%1{gRH(-U^KwORqCH+tOfQ> zOxQ3d(y;-**kg&2Uu-Bw6vB75n$}-_pAg}0xiv8#2m9r?5}sA z*9oXxCyhoLQMQHv#fI}=`fcBgFPa(h(Aq(h%0ZJ_*Evx6cO5|f!6UYe>{*KYa1ed{ zqES&b;5_>1k93hDnY~ym;bgyNs)s!4vtD&YSJSx`e0P`UiGVnWKU`1-j(iO90Yl(s z`;c1Vx!$Iw!Y8SGohpu{gI+mzQ5f%DfbQWnM>1$L`DdHJm0fA>G(1XNeWe8e$UngH zHGt<_F9#Bt$}k#V~#W~+@Gs^hSD`Hj@Il`00?84`F~p$*3g z%ikVgK>GROZXdp+mJg$(1Z)n^?Xz$-P2Pu#@Fd=nSj$|e;txM(?itKaB9m>CK`w-c zL@D0r(|$Xqyz>>KNqR*4ZS5f5!7AW+@=h?enUWCN_VaEq&8f#{b-6IxW?SDj<{ zO<}N|Ak`DSD?$h=MV0Rahp}cfSlLoY+-m8~C%MHSL;OL^bLhv2R*H_Ii#mOcxYy8+ z>gyZ3%rF9*)%X`9zj#(2S%+N6mN5q@H~-}GJYCPMj>6)JYHZ3L2{P&$1am-qcR@51 z?gHg^WRXRiXWlZ0a-6<|Dm;tNTy^V`Lz_e2vxZ=8F(ZU&luP;;Wt)H`bDb+`A5h`F zxWvHT3dY*{lLHlI#9bQYs4GT*>whqcaFbtPBX<=rSa=ht9|M|!Bzv6zReT8m@x|^{ zLhia4vY&EQXdX~0bC)uryRH;L1E_Zh8Jgf+u_csm`zVQqW(h07=!7tPw}F%w)hv_S z3yKo7ZO9+C**705)eauFwBzV+XsZfhM$e1V!5r??lI)mr>nTubLiu*VRbZ(hqQm~rfHr!t-+%-Bepmx4k&sXA5QKIkV{Z=uQkWg9n_g7A04`8NO8bI5zhq`C1`E`-omOiVajBNtapxCg4D;o%sCtWLMUWB{eoT4!DOh?7Pq!r#Fe zOGBL7W!0l)&fF4oSdc?V^=KR84AF&fx|lx+{&(g74gA9Z*9t*;hgD{#ObF%5#OW|iEvi%!1fV|CYL2X-Kr-SO?I)ISYA)V{@9e9D;|rGd zb>C{)#dn4gXHl6UP*HO?QcxqH@z(#yOKj?YVN0cIbu`NJOGqEAmLoXS50(XmVeE;MCqq$AOA6w(*L>`yOH$R zDehB!7z5aN`EJ%)LO?GmIeKQrU+Z}l^t#J1Qg2j=vV*DHhG9@Pf zqa5y@O|S^1=`55qpkV#1{Fy{OfhiUGZ&nns>3?Cd${)G-#(n*ZdAX)U4RYL1u~IZ- zFGX`an6y%f9|d^O{~~rWh`mxY_@BWUq!z27_)Oi)IR8C3UNHk~N`S&rgL2kHR#Se< zn`|G=!N4UgwSnT#BA8W1!D4 zeXRz6UBFRQ^c!P15e>j3;(l1*wfx-6(u#;)E?ExHHhWB*S?Ae6kn==fH3zKqh`|8XVPQ-l>;Iu4E+Te9!eGQ zPfjIeUrTzc8Wo}=zvnOU(_iA>`G0|bNcH}@mes#m#f8bzXq83Y*%*f)wbIwtde_!~ zOP19q%Ls_xh58%HR}VgE&KZ9!;ZOhWs_^?$`~?98>OZu9SnRqwxk%~n9hh2tS1wb7 zphE(zl%Xro1n_xhRx|y0AD3WDs}siq{q&kmH#|DM1E~M=3tLa-2Hd!Nv?pOXm{K?s z&f%neoljb^&6cTXCx~;Y^dx+f1G>PQLQ`F+w0rj^`-<5_nV}NH3$jK@lh#$DL{N#Wnew z1K@*i-*pp1+FY|hx*1t~qD5yS{{#L)h|c_*>MiOFtF($Ew231G@_*9*A8_ba;rK?Z z#7r3HcFeYl^fzq*?%9sj!=hXw2qJCuePXc?BdxAw*5n)uHP(TlOsr6*qPl>8vW!#5 zX~FJ|7tLRYP2;OBv@CIr>yQUGnu0B!>5BEPM#HNa=-CB&$Hhv(3Ixue3}q`lfk}$o z%S1+2U5hnZQ9OLTsYvFR?3KN?tcFY!>X}}drcCYeLJ6CXl>6;J5EKecQszz%n^&7I zR9AhDv*%wKi+p710t8OA0A@WZvNzSpX_n*0rj)!j#f=?=pxP{_2l_S$mvsjMqu#I%iSMd#PSI3!QW&+rq=Eg)~V3 z2MS!N#J`pz=wX8C@D{I};cy$SudMW5o8Ck3r?o!1D$+My0VDq>0PZAU@HM%L!4>U9 zZ<7N|#S@?js7|ivZBP~(hnxD0LL~RrWGRJH+Yq=v;uO3G+E(Mn)2`hCYCF7@BbJ2u3R+r6*mjKfRtq<@^2y6 zX!tc65b_6Y6-s;eO7=hK|A$II$iG!ybN|y5KnTzit59!E2BWJpklAdSuoECCVQfhS z=>(GDLBkUb-p^M=OL>3p%m|A}Pi+RHH7sMUS4wQ(Kt?i$&3%H5$o)8SwILn9}y{kt}yNf*a-$QFk>2jfz?Jjw1C>EL?=Okgqb(I-ohuHyIq} zh7Z@x`@B&$P0H15&PL#Mx{8-9!aNnfif0RN$e)}uIgNb5 zEf7%5qQIIJQZj0hO*Nsw3TK@o?)*WIW1uZuuj}u0~k;? zvH*chCCQ{ZzOWlDsqqN~yd=n2DAfa&qh2!LcO=JPg%wKy#5oHH&ck_XD z`^|kN=;%n0FMN_UvK$h^0_~dbpbzFky+EMA{#K*-nvQ zf||tNmFrr4{@g?mP?jo9 zxNUsYmm-Fwdn5Af)O`HIz?@F~h=k)#ReM+(28s`^(#P##d1Z%Yp+j$Fv&_YyWOn|tt8ZY@P&NEDRkMyWi{o!DyBjsiRw6&Rn|#vgoT zUP}oZ5`CHLMyWE-ozQB;9#~bxmZM>f8`1Wv)d(6`HRsBYoG;_KkoP%2C>Lg7pGT{J z(N3wjHV<>3t>%9`ndaGr?lSwcn`vhaOv@nvM-(tmAk>huB?3Ytt=P3epEpT)#9&pybTPRYJ z*gygN)nH{fcEP1h``&R1O$6gk>f%maC5nuqcDx1g$T8q(8J5bl!jJRsY-<%PXr&FA z?2c|FSM4lB;o&5O$|znDk;4I)l9=Na5ZD_GY9lAoI7^bGv0ziXyXgj?Fo*+fq4T+esvB4@JO%uN-M$q>l%p70=MX?GtQ=72 zi`&{4-j^>ic$JEdS+Uh`aJ2$^H$v)})yr2@WduDEZj4Jt$O_-PQr<1OtJVw#WZKJM z&F8igBLCV^(h!IacB@>Jg%fXWsY_#g5S?^qNx+_8Uh+W@z*uM^!v#p9Z5U}k$p~q` z)3ax?Kx^V;#}mMY-4=A~Nu_Mrve6o;fNKu^5p9g@HBooYD8O^dPMbqkhdrX>`7HpU zDh*%6Q3t+PDUKSnren?(Q|k4vaan}6fQk!P0bp;4#wpvS0?yV)4yiciWR1Y(3!~xM zkmy_yT6QWf{!<)QEs3Z|qRJw0$Fhm;`WU`y{=-5OF2Gq=NF?h~^s6`rDATagtZ`P~ zu5cxn5?*pRnLsquhE}ClC?U=vb4vz+6o%fphA(i`!@%uuZ?;98{_s3*ZA?*j{8`p) zY(A0`NA&<<#n!iA^RMycKY9(Gd@B~;8%;fSoYREo$49Bk(OfHwy~kD*IA0rHKbK}FO*>Au&f>}>i(_=at+B!CxCDFA!C<&6+OPO_{odE3isfS zUN-zoz~g18_~V3BF=h2ssG@oTn5_>2$m$k-yqqHTQ;qI~RXqT#*otJC??$?P>lJ+r zeCwD#j?M9s!gK9uv~GW^y6O!uHsxL+4?uCf4&W9?FE~TMP)H(y6Qi_{U<9J zs6g#K8+^6!@~lNCz!?tP(;_c-6%)4Mi9Vsm!Jd|Oi-JJ1z71zS+`H2uZ?r|3Uvx zl>i!032@)N67uh!{4E>k;J;P=tApajcP{1MQDwDYDg-d1Rc-|)kers(*7F)8vrq=~ z;Fk3_;17dr$gG@qRH%C`h6^_;$mBEF!!LdPw9@wsZ4gk}7QoeAf{`wU6F6*eWj`Sz z|6?4pK#EA_p-cr>D)+`|0A*_AE{xykDP~{;--Cw{^hh&cf9~di5zk|zSZbKisb}7; z(~|spUO#53_6XPI;Zf$*WxsCN01K-h!(H@#q_{GVrn)95an-LII>16nO=u3xJOlgnnX2e+EvfgWWMR$xyXV!;8c+MhH=0V47CyO2ER4<)X#_o8D;rd}^SIT(vu z0r&3XeLKP03&8M`mc5tp1`0yVRmCcA2YtlyX$xt#yS*xP_GTg2Th&8Wk|8}-9oLvy z77qI)ubL1cQ>H;O&K9`=?mom@KE-+*_-(6ZFTdl-%{Sb-Jl~|1yDuzPHbUxpo3VzB zk@YN+_aoD8clQ(9tl+-i2R0!Qo9B$)L5$bv-oMb8lP9v9=e`ps5_B?aF+Dk`{nbY+ zm=Yas=YCZN(|2b3x|MGF+Z5mk=#B@z)@&HpT-`6B61#biH~ZsiBm*p7CL1tL!AIc( zzBtKQDS%*Q@E&=0z)ixf0c6M-4nrT-*H`1Gd?MsI8IR)3IJML2t>b#cB7v- z#>P>30I*vvxm}H_@+atjjtXGdhE;;|03(C;g#ut#mc@;a`j6o7IWzvfqu{JMs;K4` zi{&kBc{e`tw^3#+uTWM?RBz~%5&-K1en5@6MFr~0TqRE|hz*;q7!`~fmF?(T&t0%# z`uv3S^Aj&^$F|6|1|Y>gp$^xo#M}me!CL&Y{1AznkXibQ50Gu*I4N7|s=cq#iYS(jv9he3_(*6u6Aq9%v z>q65sI=+#X#Y;F`;upl<_G_=86C9|m&$un~2+6x;(QuaB)it!vt>~fUsHwwI*&?JE zqvj~Nt8HjaST8*mxp7TmubHpVbacxt>CrTbj<2M3${m@bWv>y{)wc$4wD0$$M@9`X zy<3H?Rv?ANcZba8HJ=8uY#kETjEnvOy89}U?tONVL)7T;uNH)_^z&jb#7S? zAg&IsvK6hnXvh*?^j;v<_i0PfOHVT6_rz|75@I4eC8Lm-m+eY>7;XH)=W-vckSm}X z;K(<{&w#?hmlX)}f_rvNi||BOC68e9f@V%_drW@tUh2!{f0dtYej|GRhD0H-S!>lwl-(Z!e9m-J1*w-;Kqi!y+> zfm6qj02AcGh~)=%E`IT4XpZwRA)QBpmi{VZHPa-HIYR0CTMz zD(Veo%8YOBZW7c|&&Lpy=5h0HZmCzuN$b3sddKzX4rms+8U_o|`E|%&M}*S(B{*N$ z2}TkzPW3Wb|9}Y@F~V(s{5z_@ z3mY3f1%3gRykBc(xY8yYFYDfrD{Da&lw+{I;mC#AiIs))oqnfygCdX0u)jl1y!uFu z%MSDA6PToI9Tv3_ZV_p-nGJ^VEnSwkXjh9Urxk|w&Lw|RwR(NC_Lue+nzhom=sMDN z<4MMmXaraKF1}C7$LdeyYU%2Ng2e6qSR*P$yGI0O0Fgt5>YP7#nw{>6(zj->A`QVzyjv5 ziHm7RK1Y6{kFF5#lwVaJj3%gLsUUS{vJmR*7{tu{j5B6m>gVyWyoIa-S<-lihRO8S zo07&40&-w@F8uRN<{yzFp>Sp`&OB^AmCrI;xw*Q=ym{I*+`_1AZ3mkFMcjLbHPw6z zqX{)s2?3=@NdknTNbevegwO>k(iD*@MU+S{0Rj@Fh2CpGsuTeM6@eF(CM1Y}6h)+p zAOfN&>fNZn_ndRT@BDe6`#h69vu4%F?Ag=So*k+o*sJ^H62seIkklrO_hyYdM@osa z=*j!6eb0&TLz z<&V3A&rqi?oRe5sG6R3CCh|B*E-YDsQ8~;iomM^SR}oueVn>D8VoH93x)%a71!UXw z47Sm{{v-8B#UH7FihlvwF1wz==QL)1$G89RZB-LHGX5jvuSB!_1Zo82uc=4Y{Wev$ z%c~bq1kmuz-&+8(E4+`Nbo!n0m_Qc-TE$HJ^Aworr*9}+D{`i<$QhipWJ~gs zw>uECMY7{~bf!^&?js?ISjzz2#yPPG@pSDDpn^6BB@YE5(z=NlGH)_G`|o z4u*}#v~I`NCk4{R)_aPTit2=VNSC2XVCzJ~yom+a)kMR_RDj@Q(*C!_&ew(ygUhpm zWlMQC+a7E58aA^m( zNxyC9G9L$!>RzUh1+WO>$?c+tDHIE&-bay(AIKSSd=XYe7K8tlvG^o~Psps5^Gx6b zaGcWyi$I&63Ik!%IT2vX0WH}SX*u>FO=vmf=zzdN42sq#i(O=J<3M<{PW9$qP#n1PQWTqG9q}>@!DS0{QrAa$ z7Bpj{rHy&kS_rb(LKwwa$>{Q^aFA4zPG4cPw5$UT~JMX1Mf2&Zcw z@=tJ@H$Ow?>^|MGC4UBBHo{TjG31KLyv5JZ#epa#j#nZ*-`zmcX{+nn5*Vo26Y?i1 z3BHwH!H#}{lhh&0D<0FQP6FOr`$Q$ZH82lpbh~1D66@nF(yqug%SZHOd(s~7;(%;! zAWcu6`<;z*$YHa5Du2T%$0^1kZ=?UKa7%Xa8{PY1uSC1Dcx5p&(e=qDG7=q%!0|rJ ze#vzA<6|83dK*X!lfX$oz_C8K;oPz*o)4U_hpv1`XuZKg6WY~FX>biBUR#!B$Aqq3 znefx;a5So_fR&p*Y~nh2wLHiq;G57+X?igH^;FJJDm5!@i_psPRlgMpJgs#oZhD>~ zTQMq7zsW>Tk!uD!`$iOQ!zP58$lq;o2KK{5PL1LSTcY)IElvz!HP+TT2?f#9(? z&b)CGe?bK}IgFB+Sjx?_i48A^1sk6SueobFDy57%$| znt1h7*2JRJRfU>ro=b+Z-Q_Of`cJ+l+M7z&KDD(>Zq!SSqwVmaV_m7ZVQeQLd_2X| zCETpvV(_pw;RX`PHDe;_C0|2kzhszWsP80}h0C)Vce6C)?oJoWNX$3k^r|ow?=mGP zE0rxMk(6f8GoCPJ0*u+869`QHoL-7p@oqzrZbRVuCqaHGT(&Jn0>U5at49J1j|BXI zj|8^=g$ZhGobMH|B3;0lslp_)*#E%Ye_`}u0T2j)PC(Tkg+Kz3DAH&6%aMR=ql%4V z3eK_U>H4-Z0l)+R@cRM)u@wMJNPmDo7wG};c>xDmZ-DWfx54dK3)kV`_kU{Vrz z0bnU1w+!hL4*;tF0gf;d^YjYP63Z?YXGTZVQ$|voWhaZLh*nv$5}wzKu|-L)w^iN+ zGYW`6x-TW=mdU%s1Ar>heJv@M1Yl-7%@yofGk4~hwh~$?82%nlKH*XO_mA3fLrQOq$1%^h?8o)O!>2p7iUDo0*ga{>Hs3qyI@H%WPfa9mB9O{=tedtUu)#%CP zn=)`$(5Pk(-r$(-d* zOFOjZjZ{)XAUS~3NYWwcDm!j~Z>181q0Q(m+>KbdUaZ-R>; zUj1$7t{rnWAWK=8a@!~K*W70W8Vcufi6?yMn6nGqvd#y&Dh8bO#wa6)g10~xFsx`* zS1JX58^dm=aIRCU_l?sQP>pSSCRkcoUl7btO4e5!R>he9%%5f`r(bv<3@i0ZZWa7qSipCQ9r@mPN#i*}ao z^?*`z#ZlJv7}zJb$M@F~JY6S^*x!oW+Qvv*eKO`Oi)DI2J9tG!*R~JKsE4kSbgEty zA^K;cRg4gYB2cq*h=Cy?L!{4w^R4*rY(vCJQRr)J-#Px8Z1eAmI5(lDCE4Z?c#lI+PcsmtV8IO4oD&CA2k z-AmA3dI*}y3i)sC_*pVp?apS!Ak_GEVMJFED6MxoXEj6X4M|+u`LftTW`WY5T{$z$ zqePHR@lriGU=eLR_S%M`dOb#pw_;pSfP$Vh3d3ou!%silxoG%u7p;tV6i>dRUZc@RfBZf5^^a_iiAQp?63fgIo^%#ni(2@yHZmP z4|`hyHCAjH5O-Su2|6bTurOk<6=U&nb)nw{{XrG@ZMUy`Zwl303hHG z&tF6T1&&0=ul_caRRRD2(T6uSoH?m|gJt2S%q3X0 zbamFn?j32k~VmoQ0Wo|dR;OJ!w3?HXipCAo z&GXKHW(A(-rZA}Tgs%A*qs-(xOJz!X70yYEvo0ilU4yW>=i+oOYiG!cal~`A0w*QM zWT(TxNZLVcXdZS9OR*f#wNI-!mDLe9&asK{d~kzd75#;+47v%Y_{F+fgCC97&VcN! z`GxD4ol(xcMfA9%hrdNjEne&jS4*vuw#~~PXf$NhmB2k%!5JcMXH6S%h`KOXOOtyc zBh$JK+)@kj>yg0Py(EsJ5g1qB{$g^yWGV40pXOzbV4_;!%DPH ztv5@ifsO^7+;JRW-6B9m>#iOd;)~x*aW^rDJ;|zxYtO2$WlR4p{Kx=?!P*(&-!>jm z`r-j(nl-%)p9_P|?Q|d^mzG4%A?_v7osK(2rdKtRs8ge|QT+(*nbt*X-Ef8S23PCv zj->M?pyMWzK)*iKYzGRW5hNUgKZH0dpc~Qhx;rpnQAGZ27ow77aE!?&y#y$}6(R?J z*ZDY3&P}b@WbuO#pR?@~0JNHqh@0uQhkqInVC7o{ouoa0ZYa8u3N{cX3m1wjA&EOxQ@S1=&d7n^E%r zrH%FgW>|EVB<;x@IJKLOco9{w*jW6>1=b z?}btpd&WfnDKAjto6pRii#nNy@KS#GJj4qg1#yN)C3x!Ezxps}P?$9(0h}4n{)FCN zG#s)zCx;D11Usn=@_UXB^LzdM{U;5?!mCWqm!l-FIRih}zrX*afjHxoSh>1z5kzRP zw?CpvRxMYih@?SyDOE1-+>cMq+z;Jh2;G&#x*$5BAzbA=jKlcxf*eCm7`4YhQe86y zsjitPA`3MY8!q1(J9R<>lD4n3gV|S-Gc+@6ZRsSP86>icWo9)bSKSc<`w;PU zX%UK=icAZ-m=jj6_9F|kZ<}A7k8XmB+VtNPg<-I!H1=3iv(~+z&n5>VP4vFYvTZ(7Xc2nx2T1<# zOrcfig*G6>H7T$D(oDPwl3y;_XF#D9{sJhv9={wLSq!+Dy5KX(lx)sKZIK@41v z+HIyfo0=*DMnSKdIX=ME=osYi;f|D3lStBvYYPb@Oj{5WI)oEDr8mU{1Pe$Hbfx({ z1^^l_ko?nl9|)9Y%mOwElvV&y*B|I_bR?YCM5e_LYv5|udL)_!KA-l?%QW!cPv3ydcKp64!;hWB!Bj-PTDP`LdsNIB(Rq;Q)a2Yz9!0u;GF7JCqT z^GAXS9WW97=`0@A#6Cl*uRzK@i!ilQp}8KT4)=|x(8`Px?w(`(c!r^Ad@ihW(@3a% z+x{JsAick4JbSw@t=?gTrR;6b7q>jUXdPLmoEZE?^-TKfqXc8Pdiw(P#gs$ca22+J zoCzL`(ZPW?hGOTaSyTZh)C}=WMoLJb^MYUG;w5gAxn%1_Kk_}ERZaVz`NM}?k}>Kx zlm$8q%;ug8Z@F^>$)`Qw9hheYs598OO-I(h1iEmuISyPCzgtcuV$WQ0XFPMI*tzvv z&T9xCuOTmOsirTa2*M}v?B34SFoVlWpjT^!V+a>M)3G$aXF3jK*t~|$VC&VCIO>X> z;WlgwWwDhP6ielK$~k{$2=FIZ({`l8#at$h0ID5^cbM1Ca}@rhrHhpbfimc2HjMvy zOS&LAw5W~167~j&HmIV%77P@GtB(DK-&Z>21;0!{UC@%B+70ERjsl(EB@zBzlAd{N z^ZV%|?VNQfZ2h%YkpBZj@ihFjtPd?GkpQyjY?qgKGrHtVKzzurh=W6SP>^nyAEXG3 z)a7?UAJgvgr30p6rYdj4%A@j+Tkn1AFag>2?W^^(11p0UZcU>uFf}9ja$m^zWiP`C z)6frez$cR*2SKf?7QD=m?$@0LHm7bqj-XHv6URguccfPSnZ zfdS^k)Pm$wIq4neKhK~OB=;gtT)mtv={koN!zUG5(>)!HQDH%YPM1A84^F#71=Z?> zcx>#z;+;Vq`V8X5Bvz^_(*$!)bT{oWxt7HFxfHNQ)7Hr698me-Q(S#!tsF@PdtKYGo~$H`>Y$PZ3&_+JP^)i&7N%xFfKru89mjOo zV>#BHrDA?YS9WevyKLx|e6*1m#0@*((5{PRyG(9QnZR;vV#f zAkf=yS(*E)sDETj*gbFu+gxFgSkwwIcm+<3f2gi}WoUdaBikKy`gw|dzChb=1PThs z$eq{e|FHDxvcVYpgN%e%MQA{POW>68G}J^R1()^s@xzAt7#2kGv<>1OUWpJ$xC>!Z zkPsE$647B=i>F{!<1=H+5fUW-iM7pY>a2h(=T@kwIzB+m`E4c!buI8FPPjQ%o5?@yhZw; zfN0*_QZCgrr8A>~v@}Ud@)J;{j#IHW3=BcEw~zwKAJ#lw4GfTj`Uq499FwWBh-L{v ziv`KM&bE#ip4 z611}dR$8Te>Gqi6Z!{MS`y|)f znATW%EVjVxYhdjCWMJN=w|<~XH5xP5W|?K+_Pu1)5@9j8uP-`#;s|&IJ{!X}pr`td zug9z>i`Ak=+qyN(g1V)z|KLQ{hl^I@pI{Vr5le{B(C;kkYdxvXi~i*J5||TPSuc93 z{fy+R?rP8P<>i~VjR3&wE0bpvR_d7}ZEkR3wAeRcK@X193Pj8+1ByC`idVGo#yj2Noz@Kb)bF7<5(YRw!o-!^R* z(=Ap>H8uyT*R+w@KQ=hN_VgD`+zJZ@dmzs;pd9i%6-`VWJzhvhsbd0Fwby9S{-`S^ zv`H3f#~i33(?+8Jk6?TH?r$Do0i6BmTECt|>hr2Z_I?|jaCmWx z!y29EOa5(SFlb!2Q$2>bM~0P(fJ{3{1rPbJ7J99TeZ=_fX!Q&|x_7#J@W8;}Sd7ix zbj@Bfx^d|2kYXE31v#EV(N1j_6(+rD>P%RxHC{UCN;OjxB?JmXmm^B>7$268#&rHV zWPTl~FU!Twi0MX|$1zc>X zo^rMFjo5GCEi6L(y(H~A!>i0|0%gRUAhOX|VoOJASvlEo-=wjA3?r=Fw+=FY^T5uC?t^oJkv)t;@PgMd zIm7J7QBQ zeXNn7uzhF9#ta0D`eqX5s>S!|j^*S#k&Wx=pH+rJ3tcq@?+H2y7IjqV9Igxh#0f{K zfnE&Jn{zvHIZ*YRU-pWPGG%kpq!61B8Z#yn?Q znTAK9mzQ3$=rvyC3H{thsXGyW@sZ5l`?xaOGXwX+Q;L@Z_D)^WRwiJEbT%p`f=^I9 zGifC}IP%2p96+(TmWDGl7yPs0mVD@!eg3`vn*cI_Ku#UC5Gp#6d5?rqGf2jz@U1^g zD{Lq&WK$ehy-E%k$F7n|qbx(OmB)8T0dd zj^74a<|j1v!I3*g(Kg(v`_-O%FGLVDN7PW`b3vJ;CgbIy#ke{TTEE&U&@a$4>2?ce(bhwlkqEg}+(l{BFu1Tm?av;}>c%ML2y+`S@+Fm@w)e}vHq zb|ZbjC8nHbxzq{`IKD_V@^|fYMaNn~lhKw~I^k9ejEsw`FgRU8Oe6?ua$F;4%j25J zqYZJ!jfGMx?FY0N^4y(_|AdO)iCBQUh{+4JP&TahY9`UMr#1Tkm;RrS`8&~ckDD5o z<_GfWnH6WOMC8kyUe+vH`Wpm(rv*-CCaxJ_X`>{4y!B;1-RaY*0r~Zp7}=Sleg}i! zSH`2I8pjtvgXD-(OFJuo_qtpn8DltMr6f1ZV&~jSCORK!)Ps%*t)_{%}Vr<+dVEWTJ)iDTrr(JH;h1 zChIuR5Ow)R9MAjhs8Ulp0?T<(<8}O{^$(8;QR23#5Ft;wb`wew;5R%Ej3I#)P`-Qa zk*SP$X*=5USoHoY!*cYynrP3%w)1rf3k*F*3O{E|D`Qwl#T?0u{`BEieXX3yjKJn& zmZwH(hV(H}z9?T{6OVg9FYzhuQE8|uR~e0}1;j;nTwHa}V9EnaGY4*ym>%&M&O{$A zgh}w3uk{Y##qzHsG~s+v8w{3)C;AMK;iZGq1NJEWcSq}-7dgBX26`zyXC@*<3^e~1inX#2~ z{SJ@ZnSge#EA9fDx^6O0a(UCFUDJ%1)JdFy2+twj>BTlYhLHxC#)VCHBzU&yo&_xO zNl<{cTlJceV~Vi!>SfG<2<{Jnr6B}N)z-cFi;TxW(pX~ur>sQ47Y=Sce?Do~y6FqL zM}%|g>XroNpf0mCUHEJ%zYdE|B#0l;K%URCdg{%(a}xt}vA`a!8pNwc>7t?UVYt-% zB>!o}_$j%m$F}gAwc6X}b!1yh!$y&AGw%MWnwYO@B#)P{P#aBaj!USW+ECrb+B-(? z*8q-h9B~fWoS{~lr9_v^?QdwQxIN~+4UlxgF~lQT+%bfH8`v~kM6{O8S&uxJE@B=bYr8Gz4E4}vMKgL9BzVer7|}?z0@`|AIU&z`z&_4TJ@psLlxYos z@oY>c_GAeq1=v`{M6GmN#Fk?_)#}K9502KXIj_6 zerKR7FHC4`3`(j_;`pS>c}c%r5)D#}-Xn{p7Z|ct<6>5Gr0=>V)9?Us9~VKtee^h*Y|vR zNt4Ph;YEbwL!U#yj!aWU{--rUc!9O@p(`7T(Wo=#IJmr1XI`V&4f#u^3+~;Ce!MkH z*`#kbh7*`E<)i2cRj3T-O=$=lqVSE$IsFV-8@f?CR!2K8Z_#YPI|Ow6I2kX9Z%yB) z`!63D(M={##;aE2#rQ44o-jGC6@`b9+K_->RtfTxwQHU3%=rQC)AUZ%8|87+5_pm} z0lPuR;$;r1=$wU4>CObiFp^#io89C%E$L-mBfQD9K!ZMAsfkhpM*&e~OzSG0hg?8q z>m4gVEwDb9R^#m|XXItB?IG81R&NftsC2;YW&!9lz_|oT!%NuIb?-{w&omk@w$zz9 zPf=8ebJRO83DEHn)nFD!nvoW(F%;oG(r=1@7%3VL8iun+KoMiV|TG+8t5aD1||T>Y|o zY>&x|)qv-Dc!g=4i4wOQ0JxriONXrF-_FqQC>O=6zpe0ruq~#&iB#t{eR=@~Z1%}N ziixXGa51|`2r~Y{%HX4`@`~W!%JkM1)<+d1WQ?Fn<6>GXOd+TO4tD7us=eH77OH%l zl%p+XhZXSQGass};xzi8maH3@3J_eYh_afgf=AZfQb$FsT88XHP z%uunH7(JZBFg{~xn-bAKnU2%^INI~DLI-iI2`$91S~KsNw{om8Ho?c~vFO@z^_udq zq+Pcv`ShD+5L4G87O?u;e|j{2X$m%!-`g4{Yb%x#_av`}TQ-t}qHF!xd|#(b=C^QS z=>P|X{vPO~?qJdXw75q8>xc^~F9j%Az`t%48?MW7lFGnSgO=y^au=XAkl`FqV_OBSTzu98)&Rzjbp!N1`BH{0-9Xo@p!xK(*>BG-$wy-CwCXcEsldew4SVjW1&LDr-D z?@VZBbbpSDF_jb(wfrIyl#a%M$!yWUq)b86K;c{xW$$Eff1$~%SkQ?YI)4L(^2}(M zBrVE{!HmpWh~?#(s{nQgZ_~;+QAS=4^$>q!Gj3ZU_#h5av>63fz>;{6iDziaLef`p z2wTkY%5~N9K^``Vd3*_1KJWn+nAT7{MVQ?JNarUtiIL|0@3@>c4dSLHxgU{ILoU72$d1r_isd$G^sa1MoMl{rYqa$ z4tji-`!e`t=STbVXCHrl)uI~KzA-NeKYZQ&G&g)J6+99dsnKozQ|nr)=(T-K&2IDf zlHJ(2!R;0xSud7zi{Sp|N1a)Gj*!ii`v=VtKg8T&(*uQfk>MzRA=Jcvk$U7|araX~ zSQuo?BdVL_+CK0lYOUt*UB(~88x4_XISxLBeNVZi6&c0zX5`BBKVN-T{M&C`H(SfO z^~v;?R+Mr~_+j_h{NUH&D_fJV-hA9CsD7-mr0jm!_Hk|Z-IrU3;fwi0dXW)*C1;nW zP*ES(zeB51-w5p#3?5xnk3~&iDxOX~yQI7uaq;of54%@(%<5;q465gS?>2u;#J%5l z8Uh|75ibW9ynjl<=B>UdYtp@3vqh}X_aSZR(AYJcf&woaK34zV;X^s|Dx1U|i8l3w1 z1O4vV$9LXh1Q`&k5zcXg5(8nKN+dVe80;a zaoBz4_&uHwjgcG2nfzv_a_L)U|JmL-b?&v`&hUBWeZ^sp@%G01FSLKY{p`bB{pO=) zB!h<7M@Qykvis}8`}#qcwQw8!qyU&!U$Na@`%tzV9-C9{VCB~gMe z#!_9cd{cdXcC0dc)p9tXX1Q}>$MI^2bel$weX;TL70Y{_6F$<41^;Jq$nmP1bemj` zeV%c{NTtn+rBpyoR_Da;Y{e4e=c|^xofF~G|3|Vepyp-g#Cyl9H>KOua_ozY8%8T_ zRxSTz&p2N7m2OkYu`e)gcwRZVV(A@F)7ClhCtEAWzQnj;ta5VIawDMTbLYf2$Ey+2 zZNIa9M=F(8EcpX!k~=4!I$pgZ-6oqelWTmGU1d2utMsdIrDXT;-t)6L2OcF+cX!8p ze|C-?m3qa}IH2ZvK&-|X+m43v!0w#z*#8RrT4DJ0DfQRErJuXMc0U4NxG z1OC=rw@(+FrLD+JdcR}j?kV`#J%Yv<=Z=Q)!2beV%igx|4J+QZ9!^4EBsGZ=I}cY5 zbctaDrBhrB0=Plp6=HF%9ItBlF+XgnKutoqc0;d_2>jp&TV zi>8pO%eyB3tmMV}-tP374UqmKk=#{IomBXi`1Hbf?y8{Dn5Iv0*z~onPo!SW?-yj( zc1x=NQyacAXI5G^RR@ZHJojAUW^;IP;nh2NemhF;@b&IXfY|;>c~UCtR_8!WZ-|!5 zZg~I7LBjK0Xu&Gdy{_}2hsYaq^{A@m{Nb>REv3yvrXTVOPI&@mzIoOZa?#~+$e;(q zMt*On=;%FIfd@)y%*>~_D7SH? zX_~ZQ-B*kaFfQ~srS#@U)4|rQ=KtQTzMes z_BVQMXuVQoL#_M~x^hbF=jnygI)$@hd5Yn2c zC0g6nj#G;!{oK&iMU~nF@BG3awW;Qe!7D2o<~~E=-z!J%UmDV=l-SLz8abbDY0F~4 zy?jAbbyV4PC|s{<1c)AH)r~lG{-vo`x@-hnp8ocQ_<`5;6g>6NT}xAtca$dWu@8Gw zqn)el8UZUfHd3jLwt{DEip_6PRs$klyRGa>%LiRbE|o?){ zT#fvmJDL=d{;qDG|IM*37K`+csMoYxFUGQ7jvY*y6x8)U`;zf7K>Jchxj~COW9!Q~ zKQA?@6{ghtFWIAllf3><(D0KbPL3Ya6eO&lU!irwzD#x;FYZob1a&aW)tm6}e`7@rJ$LoNWcwLflFPQ* zXZ4{s^d4vlwVwaYu_->ga>QBaqhHwwzrs{Ao1T;Z8?)pCt($1W)iu`qR_;C9up!>i zP&pg8o}%h{dfwez(v9ttqU&bR?99izUuxe6G}fBKBQ}G=?9UH+Cp5s_p5JbSd#~^B zN963Vwq$Pw9P>6??!488Co8%NkdkjcRG);tk}oQF_WFvzN3Dzw`lI4=lYNJS@B4bO z4SEkq&nw-^ROG&NzQ!Btp!Y35rFTPM9llh z!tmtTRMe=}z}j)Dl)vZ#x`+R=8ZvrmKc@Jx)Dkuvg>uszFzY!T^J^{Ng2Gg$+!H89 zGq}lY!;Qp#biJZ?-W>?YKOy}!MPwQX10n;l5C`4+3E6QCco_H^sBm@|qHh4{>%KX`iAV_`?Bkc_`551F3lH(?p@dxIU$nfa%QbYG>6b16f$fvl>};~?Z| z?s`c~+Ut!gCFL$6t@^F?JmB#6`rr!q@i3j+E!lK8LgKk0v!tdX$Sko*;46yW=M2)y zZPO^+flw*s*+2Qok&+P8o-o>inOrD^0*gL8gGkT*%&+?e(bnM(L-yBtZxH(QI@e5< zhhnPczj1Grx`GQ4!HTNk$TeqeZ%hoB$vNt+p0!DO6^>JP@*1TtQmKEXhWT;>hCHj& zr38Ki#R)(k(FD;b(TpZ|iEs#=SvwH%!cL=58^TCWcQ*D!XnA}oFFoLG#x#o-*1GF# zEgMs9t|XT)$7`BrQe`4`UJPdFp}-`UPseK-Lm(8THNl{Ph(5Fav!X7OOoR6JZ)%%x zMSQP9?BYD{V7T^bNCHLH$>Pq)1(P1E;2n%s`5C?gcW3UFNmHz%*)a4f)8}&Kd2waA z&4;Ho1ArRxgFehZ*@kF^V&uSgPH0&@QE)Sga#>(#Z7MOEW(}0Cf0=+gONkITyqUTn z3cQvOe{@gD3@AZ5^tZ>spFdYwrOkA$a1z9kkF!;Qr?g_%hmWZt8Mz`>pPhA8K zE(Bg4dU*t4uKQT%SLTxkw!2*nEh-#HJ=y{ABX> z=u4Goy-~{6ueIZ??BlUu(H31MXhiM|^9)3d=T5pel-PQL=t@loHlm!78mrvPb*jdt zr>4UZuucyb@1(t&w`_54%ri*)OJho$&OZH2J|ZJCl*4I}5{V`MJD3?^J`zQc+JfN% z-jioo2+VqB`E>LA@T=!0KPzT*5zUX~sujI_&)vW4Bpa6zJ2~|MG2R;!M^?Yk6tka@ zeZrF7hpv!G<+MSt^?p!Q@vobg#&d(-+>QMvWmqC+K{{XOx!5qwaXE>5WL)6XvlZqS z9#~}AW=uBnAhoq|-zE;*%_LCfK{rikf4*QP36bU=@0~lDSAYx%aPc!6d9IUPgJ<=vxQGCl?aop)znJ z2;9Z;MoC$?t+%ewxmwf(f{WrswdF4;>y~kV=DFIGXWFeRAZB-a84R z{`@)5`{u_5l44R2>%(|2E*hnNgRWBBMSemcN1*Lh(GrFrdZxBp zb=Qa34-SF`j_Pz`awVHdMSmM%Pdx8XeU&a+d~GMjrXir{W$K@5-Dc>C02Rklr6M@^ zumgdO?8~WsPm?=7rucNnG@0n#Ntm3vSIfx5*#T>c1wO-PAzIRD_PHE$(yO0@DFjxa zjxL`s?1vG&d5slg;1iIT(+V8ljbrUICK+yioQcylU2t|nYLhGI3z}x!2xicRGvtkL zdQHyYIi`-IdTp0b4DZc(_zk5f^yBS9BT~Q=fxMGV?RUt5_wmT*Rc`nd0*5(fLfp6p zJ%BLSDL${FCoU8RIVUbee<$70-!83F)YXqE&jGQLozN+o?#8^3oFsF>L3dKj*C17- zVN7>-3VSBf`sRfg$w~5?DoVPO!g6eHqq@29`n~(^^(Pv2dyeW<0k-GmAw-?h+$vkT zYIOd2LOw+x>_ooZBw6*rj}q7W89pJVGvgM*rW@~_u0kJ*I6-HiGaPCeI%1&L7`ijw zU%f&&C5(KXT9|dcV|bY1zJ$F=XcuBHeX}lU*8b@ofkyccr5wOpXVVCtglSTO0P%wJ z_tt}!yKfm8D@sq7+b*!-mHR(WO0Q*oJxP@|-g{Ykd(m#P?beBRbnKnl4}MiRP(t6S z@T8HrjjGQRY8rsoG47vey;{^~^X)de#S?gWg0l%$Je&v|r6zg~>hpR4Z5B7phm5$Y zQqg3hbN{F&O=yx#3bn;9+hBH)##-_$RoBN&ut+8^5ooeVISH+hjy+W%!Yid1Q$pM` zXrtF_jzYLsO+d7cy?@;%Rpo!9so|9ydF*&GydEo1=71h%si6s^k*4z*hF+YFh(GsF zPWa%{hhg39?;AxT^3fj>&-_QkY zQ12X)iV{nivELN#$B#6?1HAj^_+;-hw3vWT);GYty$5FUU42dMO76pR9l}1pCes4G2?nv zi_1VQ;(hGk5st>!Htze5oQlaI%j=?IwEUW zORK>sZMcBQskBl0GI`yjCK?2;SzsE{PnmT^|(OhaqjRY`9W~*=ic$ zpB2lyF%we>-}nZ=WP`~_?A@zUeeZ&){tSb8nK})I-mzVm80pSKPS$%%CE=Q!%c`KK zF6aOiS$7w7B-X!)wdU&Xu9(BmsR%=iac|x;kMw-wji*HEff{awPm{|9GEa5g*Sl^@ z5YEOet#PV3QNER1iL936WZlX>9PiUFQ#xK~1SfgwuecA)vE~&(1LR%&7%VO63#pJ7 z^bHOLt;r>(_9byuoj(7w-6}1cS2zZJ&>p{2RQY+)nrRvtoY!%jFiIf#8h)#Nj2@pg zW%?X9N$7FI7(d0dI7jb&>dI{>5pR=21nYO<2!4=Fh|_>@GX6Z>nHYk;>XZ_elIDeu7DcR-&d%1g&oE%_|kL3g1Kr>h|E&*x%j zB(TCte=GVnP|<`{)kyK57HnP-dY%d*U;%{-Q|%<6!xh-GC1JQ`ZW6oSlYiZdQsF>c5~kOHSJh@YinIS#y!Je3va+)L8|3<{ku zrEJ%JAp4vb?71TV#%(KH>&%&P_iq)A!0K zyggoIMQCw=oQRvb;4jHfM9a%6^Y_nj?Rohr;X5UqZ#%1sa`)V6lR#=TJZETD$_SkE z#ctdiXH~vw4_W_2|8$XpqS7CJ#m5wcb z!Jv+dxTSSdVyYaVcF7t>dBgL z+szPRi0Q!j6jZn9I5BNMkwRaV<8#RkSdg_eZ{W>G91Ue`+d-p$YkEgXgu{U5dX$a_ zRe@{fIJHYa;!K(q{1bb8Yd4)DUwVug^wA7>oi3?^{o61W$$T`jx|#k<@`;_~m&Sc<31LOJ`&cSj~7T`=HOz^1GkZnM=wr)z~ zO>yB1Sdj|@11rj{hkl+1PC3V8sMka$XA)r3*#6G4gJ$@#y4DLXlTU?eC43WU{eRec ztFXA5s9QH75G+7|;1=9z+$F)?-GjTk26qV3xVyW%26uOdAdS18Ci%|(|NT7srY~ys z>UB|FW4&|CS+hiHOL^ZY>HR{*h3YMpnBgy~xbME3Br!~s|6al^h!kMu-uPcrtqdlz zi{g@>;F_`b1-md6L(19?@g5;HdAcqCDYuYxS$0SR-MT-6GQEW7YMMhJADFG4{<0MY zX~GG)Z64QPK=m>fU9&6>ymX$gs3IZW$Y^vE2O}H#-d^ttZf-7I<1gfo=Jp1bQ;{vy z6)evW-yDClpe#@ptH%Bx@wQtH`5>0zRNtP+wvhBj$da1W{21M$+A-~iqzD@Gd|2@e|q*Dmd zV=&<8Kno1Y=MTN&e6@2QlZa3_!7+@*dyiskXh1!s^fjd<8_BOg$f+rKPV@Y%iE`p> zLoPFL-)t$-RzE^m3>!!Rl!@xw6rIR9m}B?wMk-xB+xr?-p#)UFKhre1Ff$=?(<*q zmis`2XVIR$+mOBMtfdYktn`jqlhrUWt_(ArVk{HW>tRpK!IP}8%EJB-})q}XGsn#m>Pk5@jFsijyJFNbQL40{jEdO1sSY&yoz`MA~>^M@e za+9;Do*v2jj>zT5>_pxc6%)sx+r<#)BIGJjuKvcW+=-+ z17)oNhSa_8*^xA^=)*CKx=y3}QW8Wxj5b+07C3GmFpX1k(-+5DUZl=nIbDj2%*A&s z1z^?1(x`srLA+AMcn}T)V{|BZr*+^&(kI6EXXiI}sI8jf{mqzox%G5NkXf*sU3`>h~T? ztu)|J{7euIyiwHsd&wLnvvjK{NmxA1Pik;RxT%yvXH*RWmg8YI>!)s)Xr=70QRCVt zquQr(3HYu*Od)lQwh&2zsaT^?;oPNDdMu3US19s2{D%^Po*{(*pccUJ$Ol{ z=}xt*gaQsMCOVqbQTG+TZI73a&#ic{|F!0{>os5QKmsh(uQd4b3kp70;vwyvloVV{ zxkTg!HTJHR1)|*l00GvZ2E!pe8x>`JaIhX-hY-B9`I?O&9b_YX%YT9*U<_)gRh7cO zw)sVr#ZVGw(PkU=!E7i1;4l$vYcOglju7q(Mx!h7V8Lbt*pcw@mhZe__i)}e#Wk_|@gn$l<%b`!yODiFdKFxYZ*jITd7#^LJ9e6G@~@H^&MI{JjdC+M$T`@FSb>Wl$993Xgd&YiZ)G%7ctKP2linbvpWN5SrPOxuPo z`yO6Bu8!naY;2(a>aR*1WGCWoD{y6}t~XW|mAR=W(~koRs{GYjU{%@|> z?|y*I7IifF2!(on+Acb`>4@rV(*}#0NO5#+`?t^MSR_$-VhwdgHC)Q{&>~ctg?!HBcQx zF_O#r*(LBGB6v9z?XhzR!c)8N>?UOtqr){7&MU9_^PKIu6uQAwz-DSV#h=*dH5g(~ zSl&K2Cu%Xx+bHp~YIzTiFQ*xnHbQyYg&w+whDiN&r4^+#nAX0Phfrx4xz8UC!dx4G zu58^K9I14lUUJJaj{=Y;$!7VaE? zRL_DfYO0{h8AZ8h zKnGc@43=7eg(2BWPXRuqiz~6bvLNCn`lDd(so71E1rkewe(@a+us+*PvT=%6?z~k5 z-;r!tAA#$1qrzIzLTL9F=ssT56BT@F;B8@ideGgPQk;rnWbiTf%Y(4t3>47z@DCFp zr>roQ^I;&&+EaS>J$tSOp8^&&)pq6-Z&cwpi&kXpJFDHC{C-tA4i|=36GzjO@ppXK z3Qw&jJC+}FYqRZK5-w4)8W#WPGvGXHhVfp=AL5e-I-dGcnEbTkT^lzVuk2H5vVD8=S(UyFD3szk^3F~yF!E`rtn-?ztkk06k&OP zttZce%)o%tD*Pp4=h)(1(|QkT!2V`n7Up?HCV zrXz3bGh|gWXrzdk^GvE|Ew~gTs)4###tOuW?y>OZ;*xjG0bA+6d4ODJw(@i-S~E>^ z&lynaU-81M?nhv!NI=i-vYr!nOWZFs6A%Z~E$#WPF|F!-Q@$@Wo#x#t+E6k5QnfOV zYKfz>zyJHnwm4Jbt3A{sEW=i*i43?5ooDU2(i>NkYrg9=+4Umj`tCgTIs(~RCQ1ni zd~i^Aw2W)Q9hpf1KA+csB9d+#)TUy*E2rYg5~6C54p_dKIO;4u;t)r*+T*@@Nwl_? z*A;o!=3^2((N9?u0sF@z*rbKM%B=)KevCm`m3nIOCSkD=%DfIOx2R5?3|!_z3IqYh zm)(-nM*Cb_LehS#NS`VUq-PI`!IoT9flrTi*}iw?d&*5=Kkkxg-z?zEiv@nBCE$AD zs8E^TUw=M}wbpA6q8_|)#F*vYb7G}jsafyIUYz?rae3;6S)FobV_djGuXqca9`=P} zNe-3vNc0c*2R{K*Fm2i5Z~#xiQcl1o6y9|6?>EQ&QYxzk3HG;v5N6Xu&ai8NaXR4qkuTi`$75m8%?El@2vF^ zzo4Rh+e>)MTQyhF%MDfQ%f@p-By0WUQNUfh#Ufc#_7hI|qLy^+D}Qs^aMWZ{99^3I zqLuOjbjJNy4WFO^>iYHGJc!QTm16qX2^pt9=w6Z+ouOq|1i#*7mo>PkKd1@7xc`=Dxj_AaRDZmC<^c&^8)bh@SS2AYOdp%FDJ0>#@yhGpL|jqb-q2sbxah0OA=WR+2J(Wyv7!^e}d zyZYS)bHWw)1(dPr+tS}HM7wDhd`djDvyKy<|=+-r;{p6yKaM^OWJD+|u0d4RKJ5PZ<= zLVfNtC*eS=#7`Nj-$tPMyw*7o#|(;@-c%GWZ7wk???>Wns5TJ+cl!E8r*kPa%K@_> zQ{*_}GgQ-HtsFt!5stPlm!df1X0U57R5$QzR*?d8wp>$N zTL>?YJ5$j>k@`gaeUmrJHPr37TM$5FiG$KsXIxj#la>00Lv2$DDyhtiWBn8~h+%8e z;+GS~ga%GsED0)osXpf;+M1ZGS9R;>SqIk=ZZ~y#G4TEUTNc(k?4mX+#VTu5;p2Wd z_EcoDuB?q?#nB><_qO^5t|h{}ICuMsPw7K=jp?ygnqQjdUfz_$GX!Pmvk87xOhMS# z{KpGpA9PWjh3ndUS7tF@5OHGPQs93&K{ml1|KT=oS9A1u9D?>&d-ah@vMpe}(=8G|Jz0d7<4>;d-mp2PA!R&}nBKv$NY~gMS$t zeSFb&bE_Ze`D+#fup{Z@OaVQz?Lpyo#YQ80(hvpi;n`K_d`v94Dwd} z>A3)>Ek9>(cFP?|8#z>3=^9&!@oAsQzAQDlt}{rQIv*QSe4jd4?spqYW0Q}wMU~^3 z*<@=8L#pET-%dfX;OPlFjX$u&^WCv?IJk2{O$B{gwGie-p9u2crnFtQr+qdORkgO~ zIK)Y}+G-8bIZv5`_ZFr|2Yx=oy7FL(oA;5U6UhkQPx)nQ{3ri8V@MM93#t`jQTNxa>(+j+3E6A+CwmpkDj;7DnoO?#l@EMdb|Wkl+zPk^<>Uo(Vy zJa5*s&Fobe@*d+QySg9n2)@*_La^cnR8&TUUClF%f<0nu`_dA0xjnoxm===Rkm7n) z3FtV;ySq_e%X76^ncjZ>jlq*2w|*sm9A?VXUg|MfVSUxYeQ*x%*z%?%N|XVd`*y2V z@k2 z_d33Sg~W{@A1oveqrWd{hwHgQIEFL8I>K}W))ADaMF{@P9dmbNQIV|l#mPtZcCASV zTtcFS_zxTi`}fYn(J;Lgln?odlWa5{-BB#679}oR87|)i4l=fBp)LiI3H7`~)(B0s@R!|OQ*$E}`9lqBu7wR_s zwW)3c_0IEPsCnmCKeAqAGVH?3m_SHr|3?Zzd34W!Moc2l@~w~;BFgWfn+uBdX-s9* z>UVTelH$`AeZOgd$kb=WNk`{?V`X&ewL^;4127wqFy7*20FH_FFztft#_g4R!r_L8 ztM(W}$thkjFTQcP^={iKwM4$6WadR{je#;OHyv$J5UK|?Brm`&N#TtxS}m2C zxXbOZIv$Zhmi;;Pq(Cy+Maza!R*}OBP`%DUeFMbyQN%n|J%u``E;r|h*7p&FF`$Om8h?E!@-^_I#j-?eokJ?cnsIX|iYudEn0l$qA| zWX+bymD2wCCm7Td+@kmh<{1e4dIsL;8!Vgf75jNA)^o3wk3nH(rvZ1oP8dsM0e3fh zq09TrG{UMH9e$xkY!X*v!&3c1i>u1iLtCD1<<<3)d`^5CO=^eER%^F6OAB}^vA#d2 zo$r^LdDbyjS>YkHRaS5And>qb`jH5($?O(6T-RTghi|s;=%Y*{ zf#r2|HJ97fzH?UmnQ1AvW!+UcPDkPv4km>F;}imouCjH1xfU|3n=b@Dy>v;0LaNvF z>s66l>E5?J6OADQ_@Ay*Xa{aIPaepi%tf}X*XP14%0;Adtl7F&dvdN)0>iX|md_3G zZ+VE*tONZ`DCT?O-J3&Dodd0~>72$BA_145FR)JDl!Z`^x28DV+P5z#@9n{KDzAOBqjpF~T63nZLtfkF^iJXWMS4l-S6 z%%TEHoN1RIBbFbu>}p@T8`Fj#|Kzq(j_lgj3_Ps$IBzdLo}W%%U#akJ(*?MyPKr8* zEePBTh+84zU^^q;{0Jjn|H!y|S1GFMrQ#dC4pxs(E&8urkBKfJ=ke8u8gyO8wXayM zWFC})c`{$tW$y*sB!Bly;^zDNS9IJk65`kVkS=%zS8fl9l=oXTDqL$iWLRV2j~}&2 z!dVXO`<%W^?K>QrFLBAeO1z_os({tm;lL7D#T)hbbUjKegL#R~Gwp_JzBO-kS&TXH zCLVa!R&Ie-0EXiZ$)_RP5BU6g?7gobMhx`9?yus?6W6}l#iWAiA>k-XDLaNWdzJhX z<-w}So7z~o_fc}eGapgTIpmllavNlYag0dqmA5_K4GS!Er@9N3?{PY-7~O3R{81c_ zk^Ca;%Z4+-w;J32pdj?+`@}+4`7Za**9bfGVAQFKl0d3`nT=aR>LXv`HDMUGaz{}X zY;rllxgLlwc$7zN{F>pByzwAG9l|?8+?XLF`#sxyq2q^2I4l*pkIHcaHHXCR)OD{V zx$BKUp%Oukc}qRPcVh*#DV+gSgpsdHYX& zt{(XIOUz{pz8x1EP~*ab=^((tL#iK*bDW&9UJVVLEh|j}{AvXfW{ii?{;5TBI6;cU zTia;dGI5whe4*KZJC|s*(H>+bbo2kZN_VKUJoHaQ=I5BlaVDb*aJ)zKEhW8`Z34hB ziBVXu@W~fS3j`X6EC1Y4{UpwUPdhxGXXRcoq~Yc^Zz&%yb3fa~yFoyj);;xj3DXr1 zt_CINJ2iZoN$0g>GIix6)i>9$^dWA6g-*w9v%Up6V}iUaWAy?ymWP(GQ_^VK@Ss=P ziG4wyJ>y6Au4^7n6OQg$*#vjvr@-Hsy9vY{uukc?tE*l=#sh3i)JYs#yK9uXDC;k~ zqRZC&rDgK1)^JVNsXOQ58mUSlEO{uG?=J@Cthy@;ysTIWAD!P-Ig$#y3zPD3UpxMZ z>7gdk=m1*Jm^ypQK(l%7 zAEc6jzSyT!@bG-7%Q>ui;wy)DJbMKOhR_$d47ev4-buYlUd@NU@bN8ovTIb_V8t?w?Z~Gr4B2zu`;=T-x0pe=hRn-wAonAqMx?jlmR=0I^rK2+ z6MEsrcz!9J-QG)AueCSO@zt8qmA55$mSo791!1SR%5S)sA8k*8xK{_fBj8XaS^*h5 z*>orrh13Ls&8F?4K&2t->=upVXqr98G*ztFM=#@3{(Jc2TudRNijPhiC248~{2DK; z+g)|-UrBmx^>E2UwsUP$69mbZQC~UF*&-cF?xeU4DXoPqbbQ&A#qNUJbIsfV{K>ot zE05p*EbO^?ziWzO$*Q?q=0n9^j-4olbk%I})T~KeBlw1IDz#tui0|yVjyxp8U!%9n ze(my*+n~2w$wC+l!=r(kk3>cQ;`a(9vNjyuH0LazaIGhkT$jKX$pa}qYdqW6vZUot z+_N643& zS_9aYjm$Z3e8$R#IYZBLwCY;w1Nf*L`JYhO!pUTL09V-CX79}H?`wRidn;&=e9SnP zx_$Wwl7*hty3n?wcgZcpW~GbkS#wGzpVhjdwp8Ll0f&YXUp*^)*-n#AZ`)7D=JMxl z3fO|oGcq=A8kt}H$>Xii@2%6<8t8|j{Ax-C-xb8xw6ZRFose{Nq_k&1d0jY6A27D3 zrHXa+9{d@JSH6F$(Mi`9hBpMRZtjJ17am?76V)o6ZXe4;HW z7xYIDFRqve?GwCI&sq}=SgSZpUsgBBb8B_WZVelgT=&eW25GoL>JzZNKZq@>UKKqe zze;NV?Cf9SR2x@NU6xZ0zP0lDC4Xh@qIy|IjLl-P0i__S4=-9=RWI~2^Yibo_njU7 z1u{awl)b)vM&>c=OA`{BxeS6o;OfYAc4C4%719%NDz*r~qr<|e=Y#)BR&N2qYo%iX zIWN!psD|b^l(o)eXq-@>!_{+inP>hn)8<}MSpmTc-s)9e8NGru;bYq4((3f+quO|$ zoeq3~j7i$bQKJhrutgH|XuR~?>K&;#wB6n6?S4V^%(!woALQnh-2ZD|^u(^%ni{9! zXlt6W*8d2%zwvqk$&3w25!BI^k|?1zgT>y)!%>I26tdFFQHNwe(0e>tbio@rZY`bn zlJ0fa!T%sHcSK;?-evc*O?t(1N;+ea6JEZeZxf!-+2g z&#NqE)VG)BrV_O|HadVeZ(ED2ig-D(SPtrdP7{7_w235AOLxuQboWE?frd{Myyk?A zca&Ccmi*D9@ znJ0tGsPx_^i9rLmb%Ado@y!fb>WsnK@A|<90F*a2OL#rJGTpLrH9VE3FSK3Vb>v+% z@PIV?@de9>4L_5XIgm9y(%8`2&{Bl2Um}ieMAtjHK8G{>#?(JkI5tg_&eYL*k7NxS zNU91|G=1$DNXshoh21c!$7{{v-49J)rC*#{I^N1gzA>Gq?zlH+${%1ppqBd19ApPb zop{Op;MCHOV!~yA4<2-z2|0wgBo>s@Y1FHZowYFajKb3NF zw0l#6503itY>5Jed*&8IGSMpSS2`yt_HIw?CHw+cn|wiybmg_;#Ody7?BDptts8}K zVP6DA$M07qdNQ=^k?!Jm2XK z=V}k(^HIuMQE%+h7qXX(aBI8^OD^dmti{m5ozG1C6iY)2^)214y!jY*&XMIL?_x_s zUv3n?0)m&!Pks#lG=kAv-Z8xP!=br{L}(b=B`F2v-bAkGTH=#QWP}>$bsRUKFg(IKO4c1k!68Ecx2bT%1P?mdl02K5r?t%{ zQip+KA4!@4LO`ioiT@^p>SSi~Ahvr6HI$RyY?f+11)o%ijgPr~qF@Oofd7|Z>5ZFb~4H)M8&0#hO!nft8jc;Gl#`+MKp5J^C?L;2@7raF1mAx@H%4% zhP?zAdG?+HT>54pG>*D`8d1V_VWB}FHI%Zi{P3siuN0gmsf*R}E~gf13ObqTaYTlV zGTp)pp%R{2xr!-H$|LRAL!+)b8}%*54HZiV7L z&HIGi_T}Tn|Dh|S#cQ~Z>p^5|04#Z?Xg)Hk@$oRYRzJ3+WwpS<^W znHi!kG(k@=>KMj|x9Z?#E&6lr4C-vI${JcH-Xh;$E9}TyK0fca{Oq{2tVqiW0y%Pe zqX8(ia3t{O)}i#Ph64p6xi_MS<5@~Fi@!-F<@`wTyKWKE(Pmlp;>N$*hxb25DPN?s z8nl#O*BJFK`{VuLDfZAVS29&G%J}lnw8gOWQL>H7<(Wx)MrPhKJN9AK9l|;!Lc!g6 zQ&*qa`qp?5Xj$%YR%&lco5S2It)5^?+%95nennt(S_{~5TW6J?QS=%c!1toH^{iuX z-Fg(fN~M0S!4=!%E!HD+8txXXQ&5{mwU2Q{J}jfA8X2E#ETYDt$~_Z@dSxRl>GX4$ zmg8aGmRFwLBQt(!0a89&*cgRT4-hu@|s>gZTE30N{+ zBarY|+)X$NyQ$8yPD`CvLm-p?ts?Y!T)y#@IJy)=1)(ksm%sX^cMJ?ag6 zm!IEzcxAD(FN33f*xy{f>Mw1RAR&IFQAO)QZR&*!UUYe(wu`R9;&vPcu9p5e8puVuQUL$uc&TNB zfXfyaQB_$)vo=>HW8~?tK8Q+p`Cu>5>&!XXht6hbxnqFmZRe+h#OFi`VIh~od<#3)8Ylt=K3qszVP^!9>CO*zjmes}^ zew=%LSIy8tdebQ)o!>JKJ%+M0OIDCUio)%(_qq0(BWc^>Ds|f zyxtsDs%mZ@7?-kiXQ*_(U}sXdq6lm=joo7O6JmHFQyUtk8`9Xft~X6wP{woYaNh>& zfl^<*pcZpn$%ex+uQE^X?3972wR;V`_Z?{oW&Qz)M2NS~H^2=1s&Qj={h|BO-wV_q z590`=iW1yWg8DtQ>M?Uf@wmK+%$?+vkVg~~3tcGB0ga2yFGe^dt!g4Uty<#V8Q@k} zHyyEeNx5$qD{+N)ty9Fp0|urd!!jSUm8}qOTF3Lz0qZ{)wP&Pel!x94n`H&TqG`3p znCA%^*-g#Ni|`1QF>9uB8Mao-ctRZtbJdJmg|?sA=9Z)4RXkFNH*Vrbeo=As`<6cI zjr(}r%?NT}*)2UtA%+XOJf1DW0Szz<)tB6$h9;eIqZP%{`Me|17Qlo1M4W6mT^k+# z%sLK@oYMsTbf9rmQCO{|x%5o)L$!Uca*-A2`9kwml^dt@>^A%bbA2!hmUJb(_UdzZ zVQji=n}w*1_2qqz`}b3;%ur3&o*&6*L0?@v2|h{xHkk@Y9>O2hbJBd=tYqIry4^nS z%($T$_7B=5L>y1~>H%%ATG1Al4ceJg?T7hr;n2jl(-t~~|Ug*kMR{r>L ze*A*z+Pm^>xI?1(HH;?R8Ldh~u*6HkSnm!%+4v_-7U_IAJYOHYHQ~kJo)W%iQvC9m zf*RT{h+O1PM@m+PU&ZKdB<}O@9jE&5`9ZnuftwKM;f;|>`$Y;mmx>>^C%56!M4HJz zIA-o6%wGe~+=UlqamOhl=|XeDw#?zpG*zDVyP*2KieR1$Ci@KMf4uI8AFoY&mg#7H zh|0l+r0dmnBkGW@KE3RuILs@UxuG9@KaKp`?wh=tQL!ARpF=_f&zQ}|4!rG1Sl;Ou zdD>PA@!SI3H%UQ7?zb~FN_O%^MjTDOp&xu7i~Re-!)VA)AXH{XR;KCLHWb=;sCt)Z zR7Z`jmQ1kfI&S$dMKEiyi6$|*AV=Ed?^X3~Z2tOu094`m| zYs4;WGUXTD;tJ9*c>+%U4q?5+^^#3sk+Z!F`@SXssaSg@l#>gm^a$QJ?f%Cy+`ru7 zAQsd0haBf2%Y(t`ZI~5~yP6cdlt2~Iulz#DW``Net3g(L)s8-MKzN8%rXk-(=VtM1j*@A*6!99#`Y>6wwxq>k zXmg0Jm{jr(8nvdiH>;1yEWhRm%@T~>5@3)yF+W$;(B3WXaUn{I5evw}inBz{rsQhf zo9n@#rp9nVrlua6aI~j%p7=8)J5G=0u?_o88Yoza%`yuGn|3&_zn9{Np_CP*ls2FPL&geN7~QT?p^5zZ_SE$!20LTUa&wt^S<0?LWlF}{T3qO#ulsai+|gCO`h z4er_CE8JFA2vJ?l78AmFoRN+rVQ_d$Bwl2cWTZn-@gFqJlMPW5#7L}2L8>sx0IIsZ zJu9}mlrk*agyt65CGq=G|H8N^0Uns!Hp*sYIKz?%O0&bGob+sYWW-ysMlG4aympku zATh4AQLE~|!cntaePXy;?}e&4^ZZ`TND1Lk&s}th0}K~Rf8l}<3>Ue0k@=0Rt7h0w zgLA(vSVE{w-$62!ei8HY`AMO{G8M`g*}l4-K-}+c4t-??4EfzC{o_)bb)_LGM|GHGPfOk`Xh37Z~T^xt7yKPD3eN79gohYl8KD-{_J6eT{ z%eeDi2dg!8DsEB|REs60G~>1okNPsffDiq2iQmvnVqPDnVHcFW_o&^DO0N7m-pyBJ zMIPEK!kp4t#G^8}H^LaXw>-HpTbrwo_9w6NSsW=5m0kX>d?WeN6Egl&^mGu&;ERFMw*NHI`m0gt8^e z)R4`N-1TgGeyv_Ws7I>V9>&?emEBO6Q|$!z^59VCUS|G0>eYJM#AxUIoE=-_iO?~_ zFL6H8Hdzndn_fQ_8>8u_5mYc|?($1gNnp6Mk0R5LPs+e?>HJojjbwe!o z)XmN!%urn=5g8z^nE`yr)}NxlH>k+u)-aq=*gd}XCqDUU_69CvamGjWgZF`NtF%0ob^OxB=SJ3h!>VE{vB~ z-oKD=aL7{U#25UJc-YxyUX+|H-RNC?Y36I$!v_Z@AZW*HQu38|`tcY@v^nK@GKXvF zxy_z!P?oNX64tRKY=-t3Unre365vHPq)mx`K6$(?{-X$y43`Jw6jJeG<++f9$I7<|5 zRccQVHvp+JPJj6lW;T_pNQ2#oCRhVOl%&y$7uTqh7+^hZ*w!26$XX!M14nySjK_mplDeH*dX4R)U+Blw>Sn1Aoirf> z1y$lzb9wBa%DSV)sso9{nSbT=*3ED$`Kn>rF0Q#k&9$`w;abWKDEp#>ICn)t%!@$j zy?a$E38UZwN0sIEf@^T(5%q(UTzvANZe`_=t_Ij(nsbG__)Z6&SpIQc%zsujt`S`o zF>`W6FC+|I&&sr4V8TPL2oThQCy1#yzlrQzv=~8y4NVPol_t-Oc>UGE5ItfWC?7mn z4TH;g%#SNL$fdz!M&P__g=9cr4Be zZ9VtGB~!RONy_#>2+X_Kwkubi(j{crKBba;r&XdoPQI$y+!Z-v_7fTV#9B^>r-_2HwB8bQ?=iN*gbQ8!@nKd9e?7;Gg`u6S--h>W=VfV0Heor2$3zy>Kl3#&_0$Jw`+|a<=lID#ovHT z3j3$#JuatHr}_(^FiJel`S9xj#-Iw~Jz9Kxj0#r}`!ZV}^Tnrs!O3^D4wV|Kzrta- z{-V_l4o*O==E1Aj>UA0%sNmqFL+I4MIk-c*GYtA^@LT~gKPO;sQCj&U88iz#G|!*; zj>fvS`uG;xE5MdZZSeNs`|aN25NPv_k^IXfa(tHxsoRr1Fm`O&{6x(`8aebE-QXky zYX*$~et-<3`kDr81xbb~z$^5bv5Fm+hx;b=Bm-LiR{O-)%N~k5(iroX?wmx$6>G37 z6>hNOv2Eaof*;>})hOCL`}@4q)NWh<1{1pAA;Pxk5zik6ZI|(HeBrkVWAwwJT|M_R zmD+wQ@Nc-n?yH8}Cg+0C1%qU4?w+{!^Sc@=d;uF=F;R=;oRsxn0|d`-v9xkcEdC%{ z6kYZ7M-(bIyFxrI5_MaCR5&qrDG$hY3O>@U=)pN@$I-4K1`Hfa@1GZt)a`#FF4--+ zjJ;?pzZ@sKcV>_vK~r&odqKesXs7-iAt1Tk__mvRhHG<2Cm<8@_>W3by=3Pp{F*NN z$gFYQL|7y;6tUWJ^F3wys;z!E&`uRsm&kCa-cUoiWs42wj~_zpmpVs(Y;x*%zeDqTyLtF~c`^T+EDcbEVQO=lIGPzN-CvQn;?H7Q)Nf}Yo$S6++wm`tL(qDp%11FArQ+-gU?3p3DN+g zz`kuRC*@WaUbgH|9H*Hl+;1DaN*8bi4orX&Wmw>x{I*OzosqfN7mg2KpGubKGZ&(i zHp3-p@P$?_LBpooZRhxR=eZ!X^9ChN^=G<;aXl937WP!Hhes_MS>8cmY;PF~g55NS z&nBXX`qv_4Bbh1aVlFA6y=190?|ph@G;Chx1jqL@zvp(B;$-$1QMx0i@F29-gwczPG?0If345$_o3nL6){gk zvOsy)O^xHRBKZVedexKUHNl9?gY)2xcXZxm`Bx_i6H+eR(9MqQwQOg8o?ZYGHsbXK z{7vj;(5EX9>81fd?XJNEis#c+=Bt&T^h+CCJeREl;7640)zz|F6q*RS%oX6Lfc=$WQ4K7H(SPqOJ-y4&4{pd@g-=oi-eq3jpNRoZUJ7 zqKq}K%AgFI*Nl2_Z@%9+i9%xsLdVtJ{w0+OeYlpO zH5jbV!2>=4QvUr7=GIYD(u%+*+i6Z2KEN zvbbQNFiTMM_V~nb^KZoQkx!i9q{Ms01+IlNEG~aUSJo%=YbTOLlj2MHJ5ZieeP}R$$o(z- zYPE3S7Nv}3Vc}795DH>Ch`!CtD1&4jFqm`Q-?48Mi)_b3fCna&F6ny3CC|a=LUsnDupn2_#7_#vsmmbVME`nLtVkH-z}f=)&>R#kJilnE zb}P5q?6XmLg4D@a60`JcSzu;Nj>1sfu+~;W_zJIDR8A0N3<8rKNaAgwE)jWh!Cimqno_0UesN45i1c%~#t4Osv$?l#a zpAR%(Y<;iQUm2O37W(Wsg!2}rfGnv3+AX;#T0DU&?@7Bvq@?T8UZy!lLs(kTLuQ89ZRfka>d)b1-D||AUO}H^^Y~xMcbt z$RMb<76BbCPHA~?(P`gK-v}^7aQj`e+{#`$NbNq7&4Im*UGK`{{tk)8*RawwXM`#Z zff6V4H*e#h;jg!G4f9l#q|=#!%eSk`p>C26GBDIVugp!&d_D2E`q=&-WO&pDUv|CU z9{3M3?32jB-o}5BQ5d!Hq! zu{&iy04dlk5GOI7b?h^Q^K0$tlyUax)9LQ!czx3ck5!z?MSPYQt=u1IzHI|fi>%H+ z`9u-HW~k_RW@oA1)~{l|mK(Y|^4UQsjaNGUI*h!ao#+3uEPR#2Q!r4s-Elj3f?|b^ z2eIOk$f0a)+QIUOHJu_EaX?Qm`P|+*!5Mq7odJQarE+8Eem-hT6*@|98snTrK*+Bp zvThNkH|so0n252CTc86E2`I$=f)QtrVGCU#V+NSQ6g^dYRF>G2kX4Y(7K?6W8GU~{ z64%_Xt$s6lA{!fRdKl`;Vv0SqqO^i0k4?92zK9j5@2c(5mL8~Aw)x4>l@vZ6?t)4O zUjwl$UQD?iH-EH`DG|_jmtp{A`0;WlUa5*6zzMXNJznUz>=P%1ezQd5a`@+Jy<(Ia z=>g)gk`K6ef%ARjlyV33+bqn#fG?9Hlr!+k&-|>KleNu*;_i=c#wax<`e9r~=`W=d zu@T-!;LNN$6vtXud%S4w4PW44DuqyufXO?%lEx9$wTktU-YSl>I#w`>r1gHnEgBN1 zp*W#bnJ1~X8(*?Tj?E(7-C!U+Zlrw zWSe0daq_u64#ONg=f*4+BIE-R=6S+v*<~DhndLMrPc{icflFrgQJ7DoYv4Cmb|KY! zk}^S0_v0tinx_y$Aui^u0jlfq2`{QA)0}8A;t(^VfgAt4gj%1U*FR<%hlkiNyi)f4 zf+yXOo@*m?7=-@%8?6}u=23}dQ|n;mkjCdK1Y4tbchcPA&ah5VVPdEq=^6ny{-K5f z?rtfPS&m1D;u>~~`tfK{xUL&2bQM8t9NF}ai9FeTe;RR*^pJ~&nTU{{rps*ZcaEC9 zAT5}#6O3m8ybC+Y0BEoWZ<8zSA(#Npoy=IYPB*`q8{EmK`^Kg^k%4YBo_%b5eUzRa zRyI{j4G$GPHwUGj+Dn*2G;hYJs#yBuLvn_EtTf5FNDV>hA3KVMgK*&R`Fh!Y zB=DQVP=?(gGW?_V@a=!nqcGpMzo`=_I0+RKUWfV=p2cYqVjin3iY3?z1!!br_P zac(obmlyaw5pH_&F$?O9qz#|jCFQ`Q$r6cN2D9pifnJ_p`7X5yy|Ks-h<-mLLR@7p z)&MSsue~Q{3Le#386eTk<1co#DnY1w&&*z_rSwCYiB>(<1;;F3(E9C7+;N@ez$w+9 zPo-Ns93E-%aRam=>f0RQZ+@uYC#K5cnEksn0WUs^(C~fCzd4p4AC);SaEm;UWm?a^ z{eH`;;(lVRJOthq!yz58tHpa`c*kwPs-z+IW z-auUbwMj{uIAoa~3;GqrZy2xtnH;X*@8~$?ZbatvV&`C081x6d$1m&E@pXKQ_28sJbkF9(kGIxO7o5JfKhBr!;8+xCH0N zlqihF@t7BIzq2-ll*%t0QyZ*0#}GM%FdDv_Ax5v6`gnmQSREQy)z!Bx zx-8|z@w2tT=^NkZ)_p^)@TFh5NL0tsM+;7z;%6Qr-WlgDxyHx3BsxYDh^Ab$ zCFo)x0%+TkF<^`qr?3!r2BAqehvs7tZqr6a`h`VAVRrmdc%k^Um26{bU5U9M;+-+1 z;x#QIq3+EL;Bd`s%`5z0zSSvLT2rv*0B6ZQ&mt1AZ2|_4?Kj{+_hZ9FxK?~v+sv?v z--vDBo!R(NXMG*yw%~ecyRQ^?Yf zMV-*op)rm}?ek|hA}pEds^G=#z4xIehQyY)@Bt?~Z)Dt+J^Y=0w;lA;>BsH8J9G1< z!M+cO_{GFgStw&8$yc{J^n6=B9JWRpO(T$CE3}>wH%eQJC_?Vhz)^4OA&(LlMA~5- zHVShz`A#c#t5*N0>#TRS+Z$g~)}t~bzXp#IuPn}?R;A#td^FF^Yg2MQm#8s4IXb@g{#mrb5Gst>RNy(8F7); zVN=-{fylOSk=93I=KhA2178Za&0)Xl+>M+*^f%+eM7nfgDxavBixW?$mHhV!6q7wy zUQ^ZiKtl2Oea*iQK(Rz)8&8^{5Gg@&HC?{>20{=8tY14P{c-fVo%%1E!Vuq}cUpMt zuM>BC20QY%b|ZFY=Ud*OkgZyt0YKrezR1LcePFTi;5z!fiPrKTcz~d9E-g~@J^#?2x(dlEz`maEiPjzT(>_L#OKJ=BXlNP<+iPmwLjvCF<_BN z4Otqcg}ej}r>oX#t-%}VQCmGF6Krq3 z9GC7z4Skp!H8$-rj3M-5_wvkKG(ik^%SI@u;Cc;e--}^&9=3%uUM}@^O>(i7!V{~| zYI$8!gFI=R;_gZC_wq=L>}F@?|0HUXnrQ4A14dNriz?y@aX^i%EeD6q8N`lwdvlKK zbqL)0+IXH}CQqX)<*q>k2~M^A914f&S&2$71^}=4YMUZXH(fgXQ3nV@`0}1FNzxn? z-`>U46&oNxN0((AoX2bjFH5D5e-#ENRchLwsPo_IHTWbj;>$R;`Y5lLx5t}(SZaLU zT+t}7EBbZi|0C-i!!v1`hT$`|ZQHhO+t$XmjosL`ZQI@?8{4*%H`o1q|Gpn{%u&4sqU^O{Ad3A*PLv81otJ_(nQ$P9ecU}H^##yxOC1ET)Sp$!_glSjE_MMoGPUJ zlCw-CI&z7P-w|Te_as7<-4I_`U}$=GKQRuvcCiZYO3yc@g8wft%Kd+VQH4gj_p1N? zS?>RTfl-N4aDqzT%KrkR5|{g~LtRU|KQponKLZbPThbLv-)V(%DvE@c!c_!y7oMbb zrx9uXkN3xodgKVZEswIu6{rrIvf1V{7n4=$wzno+(Rnn}Ey+cymNn4f8s z#ApayUR4Qv5igOFXhK$Zjn| zZY=}m*?LZJ^m#FJ+O%J0gJGgRY2DJLXYY%1_Zqw3EGxfkyL!As-GkC}HUAFFDPpJg zl-cX{Hfd~G_+@-`CaELUQ(&|^)iyowmn{pAAaYa+-ah*f{Sc z-A3K-3Ut8pF@E~0qQUHQOQ>y^Lph^Ir-@On#mVG#JJ#h>N^ti%Zy^!GgmrvHcR+klZg9~k2h+G zF|@up5DmXTvrcrw>k1Zj0WbN~f?_C6*9vlNp_~CvT#LXw<|q-gp7SWCMKwiY*=`T7 zZguAUiyc{f^)^cES^t?w=DPdZd+=hAN06_r<*eUQ-tCXP=4AQp<_7H8!xt*D*nfR6 z$5Xm5fv{)l#+0sj3Cd>5aS&RF>uK}ajS+pSpGBXSwiVdposDpkP3+MU8@&joI!S|Q z?#i$lJ!D0Y+^_c>^9KG5&syTkJQN}>NgX)pj48g{8a$G5@C?uFYnjb*29W;A_*FLK zEzT!6oLA;|iGiSaSu1$&=zIrsivtNp>2tgYg1Y62Dl-fP_WJVq*Pi9;T`oCY*u6e` z1dqYU@1WetS20q8K7XOwHCquCt5)#Q8^cxj(Y@l%{rz6(HWL>Nn%>69I$QB#I$iPm z{`+P7d*%4%bNg%5|HI(>+W$k~`@ENr=xg-*mEfM>d)@#2_)SJ4tGNIBQ{Y?RO`d{; zABO1ccwNuvmhX6OQq~^sk_N!!E zp)$Aj($M%5R8;`NoF7qRanC}XbI0acp~^t_?B;%HHqfiD>WHGRx5ZpsSYz=bB@pv- zP&$+9MJ;mV_$GA&s$!%l(PKZ%AQtONx#1d{#b=oM*Uw?ztyW!8IL&%jC7W^po2i|Z zG#25-Qs!q{Eer788CbvU)4V)0|MlJ6dOybY{!P~RRWx|c^-pH+K04)0{F%3M+rdp% z{jWeafzFR;CRPC;KfJ|?%?Ax8?A%fyE&ZSE!;f1a93N-X9vU-lC(|b@ne(+Ag(j{B zUoGUg2x zcw1$ocVFC-i2V}7&+IKXFptjFGHV?2S1Y{b`XnQ0ui&Ekw^OM8FVnAb#zmv##2ZQ0 z+fhzNrxupmPzo~f`(NV6XwHGa6KOa%FP5fD;@n47Y-;Y>qyV%2&UkNMqJN+_}SBs0G!WW459l<}o4D-=-12`+69P9dSYQ>It z*o~V?fqT99V?F<;YnQ{%DRTEkpZ3hSD?9B^xyIb(z0zg``$Z2ie-(jhrngM|sg&H> zQ-JG>(&ymBDub5ay!?_vUw;slAJz?w5l>omaP#4@%_9O0tN$Wgbuab&i|*G#cWng| z6*jxU#$6@zq@H)xb*h^qCS&Bf*NU5?CW75R$(cz$u;%v6k{vtk4><`}j?1qSx{ge9 zf$AdGXag(s-USy(A#TL941_iGUI(^sWk|m;*KbzPR@@<*7qO9E4HU3ls!fILDH1GYFJ=Tp|#pv%_UX}0^s(UT^_tQW!PwV*XY(GMQah%<7#6pxk z27oQW$#^ZY82MR8dm|h3A_iYc#M-Gg>{OUk_I_mXX+n<+)a~Skc=fHGQS>qBK8m(Q z`P&TwS#Z?#X3W3Dv>x7isbxKgSE$;(s%2l+(4TV_wSJbJByD|^x^r2**X{3hZ1%TprYZ0sW|O*vpBGfzMlXYw$qU$- zBh24I5X!w~K2(30OdA_eY*18xDr!dvmu=+h0OKv-Tb)#=Zjhx8u!%bMwwMgnx^oe4x zsQ1Gip_CfNS1`BGA+JEN#lPu$yX*IaJ;8fl;uSzZP9pphl<6?E`PKX@-r7@a?U&%v z+W1>e`6kc<)0&%Lyi5{%B8GR(@`14Q`_fEkjE?_ikg?>uZHCm_svbw@TiergDxG_X zJM+Gu0r90ey@^4EQKbV7n3KUNl)dxKmHn|4E6~9cB`=m(jPPB$IpQiRuD1|(4>r&6H9pyE*ydyHZTNBA_# zHCrQ5pCpZh?rwrw^yWVt#a9{1glSBZ+~c*AuBlq#`Odu-*Nf+sewsPot$LzYlNZQyO@wvm=NVX5@-BH4HDEbsMRKW zUnkOP8&P@VcJ|M>gZg~;mWhbn0w<* z?T;GvHzT4U{IXaLA{i`(yfYY@R#?`~u`VBDp1j6h{KS3S`)dDsuhkwry9dJg+6%i1 zL*Kf>4clBJwe3MaNGq>rURQU;o8koiM<`LEZcpky`Nc)NtMpaao4=4RcRpv?leni{MzlArv)ve?tw!{xzO|}g0UK14lPNY_?9bNaKEwHE)=Jkfr;@~QXxM5;({&-JDu-gCUbiGRxt zj5F^__G=wic^UFHhR&u0{ZbpSEk&sPq}V9Vbpwnap2phXN`m@|&(`!f^FQYY0iKs+ zj?);9oFf<;UTZt7%EDLa|Lj39W8+$NnEZAYL8n>f&T3HJDopsKvqXre%rIMb!j7>1 zE<#TF5j^LsxqCu^SGx}#zJJ$b0C6;6F!tPR@wQL&dHd(fL(-qu#Gjv3AU9I&NpbOa zhP(JR{np>+&lavw2C0|u>~@5ZiQTe&Gu?d$-I}M#KHbZEBkz)4y`Mc4Yb>8VPp|V| zAs-%+e!R#u8uuS-AG_XL5?QQwu1#mRU3E0YONoT6P~Q%%*LtCNq>Q&UV{2w1B-*_bIB^*>2wbb=cut-KJSQQhj=nhhAR+ZvJaEn zt6cadw}o5o8YfPAg?Cp&`VTkBSz&*^qF($31BBCBi;HL4cIkd-`O$S|-BIMvz-=!$ zjH5PGL2sL{2>y!q6OuKF(T3{@3h4JzO14_bTF1iocWv&}Ow!@HSc*7QQ+mm@TjEcb zE}Z(xPi97i_hcW8FJXWFA_0PhT!hnEi;LRu0}Y4|;qD(3bU|d}hc}-$gt!q1&n!*U zOlnHJL*^^{kS_5_J;oN{F$BrT4=DX`$^YRM);mXlaQZv^VN~R8AM5>|=rzZzLot`{ zybM2o@xI^9)kJ{$-C>DYy@(^P3u0nFne=@r_r!x^Z#N;wahX52*7Y|vk6^; zGx5ksZGPn`-W0L&A71;zO^;CSYI_xM9ex>!M$)#n()^{A+AQ14dchEVSLL!vhPG97JjiNE$zVGQf~ zXVt_CN9j3FDNgoZ9nFIt=&Id*Z2Bq(uDTO2F5_y&P9su<`+9c&QdTd@*jh~<<;LK@ zp-8JBy?^$td+Q3?ZfgJIWH_O=R+d$!=Y_J)p#!RFryrWX>ZCu4W*NE}NBou*!RFpw zx-op=BdVFC*-J9k#u>tg|JQ7lWzCbLt-r9m_pwX)I>u6HLBG>=+;b}1Q}gFcxAr26 z-+B%U79Cnl?9pfPn=6IA!FwAHkLP~ov{~&LaHVHm212EG-CI<%ux;3UaH*$GX0P%Z z14Qws*YH|AHeb8Wniy&(C(IXH6JSP+H zji>F`aY&ZYnCRDpC?jV#Xe~n)x?i6zujX*L8lR@?|4gT;iOE}Z2P-Ar8NTp!@)q#d zsa>+#=H2)HD*(Yyz7He^#X2bZ?aT6;9Obk{Lxq(y`-Se`fR)jE$x**Gf7Mn0*?+pn z64%%K$w+9PLnLI?gPU}8KK}?+J}+i%ux_8pa3G4oH5GXfU{EH7e}>_dK!jp2t0E0v z`bu=Mrz0h0NQR((XJm$;u3xWSw#k@L>ZzUCtD?=9w5(BuSH3A?t)I!Wb8h5qKJ3su z`=4&Z`cFOHuM%9}hlJ7` z8i{HqV$;P}K404a+D2G+*3RFtHduM0H~9DvxUfE|E(Gz<;B@a6Bq^`6MJGuelGEP$?52`1gz9S|1{NCvff5`%$6#vLAv zt(bRuo4?a=4v}-MI*Rj#A#~!JWdK8Tg;!Ey{UcAIfxwXn4U?Jd4^t%aY^WRlGFzg< zMM$xyvD+Ziy-o4tWhnL!AeW;rlN3sGhf2#e)?43oe5(C-njFR40~xsd)8vH%qOxI8 zSy9gRBrrwpcLuI9GNIXrIx?pomaS_P;e)5N^^!_uIBA7iu_4YLslqV3AJt}pawQkgGB!bN5+F`?f}1}R%rie5*VdTf`f%u{-d&98Jm$)y`IiSN}bwe?Jk$`(kF%-dQ= zv?Gf~tGvIiIO49%>6fi~)Kwm5$puxX%88={VyRo17)O3kDYo8@I};HYSu?(|nTAuh z%RKYAvcVO>=5hE_^Cl}8f@%R}#2&9|G}ly3W@(m40g5TD9Mx450T@|>q^psgMilndctJy0 zd3i%QV3L&}BLrsA0UOwfp98;p=V=_lEM}Rw7TrO`0%GsUi0xrzo zV$%iDGIZW{RunzZE$qGiGT+DS;yOf$J~A-N1sBgeWWDsw(V1NA*7sesu!6-3Tmx8- zCd;s(sK8hc{vyc=<;`f|6?y5VL-p#td3|I`8d3t-V!{|Jl_7TCM`aow$TdY|bh)xK zDXpP$vjQi@bcw;)+j*5X8YNhV3tIyr|qndcy>Xir%9++){6;~ig1B$mixfU4n)76H)&0qDWp7GXtR&$1&J-mT)Ox1VrjlE;#gn823w^ zP^r(_1@b3}PJ7(7(<@XQB}tYWEYNPGeoUJ2wfCfSGjNoKK~R%5D2^yrFxrQYa`~w2 z4VK^Eg{PZ-u8C$#adM|12;h_~xwS35| z;nOXHWg~xb)Rq;~4()~u($X3S#IA3vG5x!M@)8A{qdS*l)}$zhlPdb01c&-LWEwG{ zx4Z)%DK7zYU`ASl8hH<7=N{Bo(8}9$NZ*HrKSnL*Zj$knT$Ghim>;g2HM!DhgRGM; z>f?1;g)QQJHt~sTa1TP;?9N?Jg;M;GhbxlaV>THVQ$1q+r+W=8@`}D(02ON4pGM|Sq_28^#<|cb&R(_nssCsE&xwu+u3uq zlVT7x1VM+4PyG47wwqI*lU_lKA0o}E&tN_I%A3|}%HKzju5ku!ird!dH?1c5@d{mk z(+X7IPeO%gnVQr`6;&CKqs|Tdgl#`T9gIcqg3Hlj>wTfBl7~b^@RM~r-e_D_IryD= z%hLt|T#Frh94^hn4jU&xrY=?k!C#2r-pi+jQ2UBdpsw=N1%*tL>LW5mrGt*Mx1GUE zY*T@;#;I-gH^caI>IWfE25b-Bm;e;%^}h0}qDc@ZTX_kUC)4$*c=23q^}B6(1=(BE zzUjd0nge*9zP-4S1gOwdSUp~KGY`fl-QvBE8!#=&ZFUg@X7J@Q*|DL7sCyQ9Qz`b% zAYMJAbPufT@D-rtiNbXNyx-Yc(O`SGd9rq1Qjcw0gK}o_z_~XAx!S}`ydDqp$WbsD zXS=jooR*zKN_1_m8I(;BM3{AQ3LfVIkAHn=!u_|Dz^z5LY~Wl~2YaV|4%tvbu8oSQ zlf0>hcOd;qCS8IJhn~&@BpYiOQ0qw|Us|Y%2$HvOtzvpVGG zmaz=imY2zT7+_(D#bzUruaBPNDwh|}AY#Bti91L!H#vZnAsEc~cy6{o@nK6cH#xGz zAU7AlqPOO#0#5C}{_8jz)(PTL+`R864=4i+voC znOp~l(J7%#!$6B0!VX$Ut89q6qVr!^jd1^7J5? zA~u}fNDzj_L~+IRS#ynrI>N42nlQySx@djfPX}IE3~R={e=0u*9WI!`ZicWIcZ{$* z#Z2NIOx+Wa%-{bT)lyNmo>AHOnYbQv(opruX*#kS0TB(=$GQNRNYIw=5vk|hVr0_r zqGDwr5waGd((sqfr{D2xF9hEP24)w?nAH2Eo4tOQAs~ltbT(v_xKMBP{yw9er0}l3 z6>RAG14{JzhbM^+ctg6*W#kYk&lM|9<{X^d5!4lH0J+FM)6WAdF0a}xB#L@Az-YA# zqzknK&ehDfY?|bBQ!sB?GH1SOlT>U%Fz#;bZ6G*eKc3I2g}y638H~R^s^g~bhH3vN zaqswy4DNTv$pvxRM*BBYg|CIk zmN$xakz8*NJ}%wKZ>DFFL(Sj?)dkKzKXCu`%R!$dO1pcd6am&$nlk36c!oFAXy$Rv z_NFye!s^4Q4)*s4)h-^Jy?)VRf<7vZh2~WWjwG7)HzHg0nj*KK#0whgAB9k%e|lCo zX}wpA>HQDYBk(3%L z<}Sig>quEG1S9Ayun8sJ4itJ=Fmu{9`L4ita}?f`G8A`RE4cRdlw`PkPVox%f}8?D zT0u_Vx`N^-lj6Tljm+CnjRWV9Q9)3vexVk}K$SJBr$Qvob&T$`6%4wLP$<&Rx z&yvX2P_ECqrp*ms!K_&t z=wO6RwjwC=INkK=$g{^OapbsFPJdGJRJvD~p^r-5H8xsXkW)OYIDi*1w!5k`J>y?j&(zqt29xJcP>}ulDfVQ#~J9C%4UBCh>p~d_DHc?mL3X&Bm z?K5MlUT*>yW~#X~gc);E273IL0VpLR9=Fy6saWq!pzW@>qwA|blEa0p+b7Q?Kz1#0 z#58iR(54ZDhW|G~>q1eqF8{0Fo^I7I{`4Hq);DR|5r|zDMwp0N`jh-E1{LR5{uGt~ z%1h}Y)Qp4zCjn3bbi{P`Qy!!QDfg{!7cIeq_2}%aSjfEeIVv!i2omVAWQM0&o_+r) zbi_mZ*8#{)rK9tSBwEa#wJMip!how${#D?;pNNMdy5MDsg!4j%M+==8&NbIJmDJUj zLvikFv_77V)CDsSVk4Ho22DUAXZFBF{~Z^S0hNl3($TAaPRq$7S@twcy#vHEQL8p1 zE`%KPzDB*U=@!I@_Wr{K?@{eX)HD|GHNSUC^T6q?>Qs@-5Ogh)A+1vWiae8lu5)Ck z802*MwVRIF6Vz3VzQo}H_y4&bQcrX3_ZB$N)CvNcY*cj zZioBRscgh!aD$PGfN3MP^lr(c=YAEl1UIwjKaY_;WzlBiqOOC{w%tbP6$wS{E29^E z9XGbb&8qR*HGUd}Ts+x}_T6*POmwHY`n0Gm#Xa!6jtsE%QUsVbaw_=zQ=802LmA+5 zP(YO6u`H)y(!j}c5zJMnCWmi`~| z?QL2ieTkrJ8-lx*2MpoiE}*Ib^+jP*{gOO0e@edGnY1S}a%xA+co5++CI5lrhZf=L z@Q+GL9xG3kuJBb$JzUuh^@HVD>l1{g9HbLZg?Kzju?~!W|E4do6D*O$fckbcZSPR6q zEStjc5sH`-LjS|0{?*mrs9Pum_@^g@~7y;#CmVg9VEgNV{XAm-VX znTLT{`t$R7b;%`Xg7n)RWup>ECuybg2AP&Fw@Dw_Y+5(L9J(H7g>QIy4fl6fG(*>D z8E!~}It3TSctr|q7-K>dl?xoM{I(<)(vXgRTXAjL&?JBuOk86|h?jrh55m;4As`+Y zr-(t+hfMd$V#?YG5I@aI*_`a*5Di3~wle`BhGUn!jX)HMN$)rH14lHQ$iJkSJiQ*X zalWJCm>BL#X%qmAO}L~2sgA(x^~kHI8k&4seMYT8rj4|Bvf`Z zHBnGkk85m4cC6^YqbmuS8YF828s}K&D3qAC%`4iCyLT0`Ok#qq8#WXe^;DJgZ+^!~ ztwlWsBfiL3^>2wbymN@4mqUG2S!n0!mK#Io#nQ^iL^_b9{+A?o5~@S41XhIiX@hfMiKo zgtuivL6qPsZ~?3IfhIJubgAJHr-#1{z>(Udfi5$v4IX+4x|S-7G)mr12=rf{tI9}~ zEI6V!8I%O7AA*N){niYsbX8<|g&m=h9vE-FCem6)}Hs# zHgZoTsgCIIwr;$WQgD1{ak(e7O45y<-EaX_BxtrW6sZHPexCfnDPR91x-O*7DGzdS ziM)?5eGHU?8SFo)BtTT)Yf98(LLjn`*_ANluB$uI<#*BopXA^dL+aS1S_oW1pH2`h zmNdh&VAwESJZ}Z$dr^pwLT&Q^7YdIzE9kZiB}Y>8h^PJZ^#xpALEcth=hGgkyUQV# z7_NQ41~y{GFF-tYOng8{7($xBeFG~m8Kta`g6H^Qh*S%`%%HQe)} zb=T2{rHcZV7%LrU6{)PF5x`N}V^kC5SRyOU)hS>r*p zcquwTa$Esk2?dz0+WSx!+MJ~o0i`02DPKp{nn6lfJ}1Smq_`dbO-&CBar^$GY>^Y= zPN>Zvs`VGu*%P{m%l5GqHBC2y%vWqZtCifkWE>1aDGPj%Soe}~Nyi5*T%WROs2D`2cHMLv21bNzu;q;?n;eC9@34Z-pc(qRx2Vrll2c3z+b zmn#maQBd&_#YCaAxPZnozNf$vp(JGeYsPGB?pRh9jr1p1?IBIAR9Zr)8_TFuPEjRM zD!x$JUyGiE z+^1E^^2f+LM@P|Vd}@*;m?AN1QacSbnA9*tr@?TZEiTBViX7UKEK*6yK$)Qm z+VeEi|B;Dd1yn)i38&^qRtiR95^fOif7_obM;*$d=A(yaakkAxsbebUYbJ^IgDVXI z^*4YM%A_hs(9+<>0|Q9Q2F!9oMRcr=Uo7)wV6d+T7m88!GPoNh!|pa3Z0!P3jWYB# zjLTb1Gj#|lPAvANsyIAu!NHKC5?UE!Lo{TDCv?(II#8lBMCh^g)2Nt6+-Ahapjl6P?6l` zXxk7uCWCbFX?W-_!kN*LHSA5&*atcyU2nr;Dzl^BWQ*b=IY0!^@@aE@gahA+;VJ=n zgI?dl64LiLBK?^wtYiC5ENCYj@5=Y35o;$EaQb-lcNTK8Lh^bi1dfCjpDnSJ7vN($ z8bvUE+6}tD|6bm3#l`;=EVpJh>7M@d6<7rYSZ!2nWqH`6ypcp8^N6C`FKF z6;EGi3^)CyqU1c#aFQ7mv)+nhol%oPrnHy9rdPhV3jq#h8P+BB6s^XB%Rz!PSU`v7jdlP`4l%*7_GRdvH=3L z;mVitjdiiwHG#e)?(|=j>-8enH~6ijm&-NsVwv%Fegb7GS?D{9Z5o!K6eEo138CT8 z1cQvqL_HmG=P!8{ZwIA@$rOiYqpW#mE}7M1@*n7DqfQECqCmyt596a^YqXy$T&e72 zuu1dqco^kamxA$4>BhhbF>WVqlGB#qGYsoe0JAocQ8DW<9+#PQVed{@_n#sGnWaCb zGd#ixw1ary^b2;?ZqW6l2=2(^{4hthf%k2JgR_T`D|>j}SZ(5+&Ht$Sm=_mkN$)uZC^}P4844 z>$ew3-LKWGmxSqX>9O^p=uLVAr`1c!g(1phulX9gKJXvI8d7-0V$3^8X71kJ=>;>V zVH~2crd{xo55Zneem*!CRKHjk56nHm_(y*H&xc=VK3Nq#b?33ej#8w8W<|=ZAWSd= z;u4o0Ch|TAaYYP0+iMtyT2nC#KBf#g-RaD=cFkOP9D7xHd3PQ`cRR?crfVkje8gA` z#%bQhr_}qHA@Q}JsMsRit@G{z@d_~-O=gU&-dV3hN?PrgBo&~g&X^$BR<}x0q$Vvk z<*qfe>hILZJnAZ(DOC`XmScpj0?zZBJx4>7`4Gp}pJPp_Ux3ubn`uLAn8g9scsbzc zAv~(=Q zbL~xz#^dxVJu?!+eAKX+Pj>acVkDz#>&_L9P(LiGaietK^Ty`7=c=0(N`wv(U+A6f zHtmVL)zv2hhVX7qeQ90BW@P#$(+3cO*mv^}o;~kpaj4q*={99wIG0;FxBX0&FL-l( z-OO%9B4kGuz!xb?8g(~fJ)U2EOV-TDe-5-aLZfkXA$>IP73(%1`3n%u7Xs~5 zqy~9-RqsrT%;kcRJ60{1K00PKc!n#7BreiFdl^>*wUX<(zZ6f2tGEbzd(FX1SA?czaVSBjd3F9d8OXsel1N25G}A_IegO#1@Wosb$i^zg zsvPR7v_SjI;-Lri!`vZO_=U?<%shbpS!bTttyhLp#a;sT4% z+_qUduuE)uJGhS8oxtp|G$VqNry-yoe@Py|XS#GkEj&tM3LR?7l%LUV?-9hcgvJBUqh!q=7aslLF63d)d2GrI|3Dt{rif^^6sFzILc+k&+l$BWm zTe{Ch(9?|&&P&@y-8*O{UGMC{tXx}j@slo_YdMfm-^RGno0%;&He zBOQu=rX5PD9?F8&j1A>hogJDgJ4tc~M(I4!LJFxl(2wvX1()sk)UOu29O5Xk02`GL zkUT8F-36|KFn6hQWY?g)?k6v&#}6j*W-}KDmga@Pk43@G zeK@CQoDAjJe+!j=EtCU&Lww-OT4pY+-=kR*NhYTWf(VHicu*5VK4@b2Vw&YNPBX;S zV=Am40f1)2E(cwM{ZnnuuYdQ@Vn(|_!?>OJw+t70r|xF;cSZW|*4D@VgY0M7iU6Ai z+6fV$<&&^aa_w+n=q0hM5&&&v>CV*A-()(6gHqond>}9Y^vg)r*4Bd&~LaOBgF+3gXOL{-4*tcmy5^FHXhZ3R9I-E>=Uf$O1Mv9GJHb@aW7lt7eQvvh~55X z;bX#<*ss(z#*AElN7RWq6P-Za>CU^VN`s?o$Uyt;G6#dRBLKlN{KlpFWp`!vAuda-_1Hl4hBvl5rf2I#;l#%kTexaqR3 zE&ye*{kHp4Ic5vIdP?ZfVqOliqYY_XTV2E)h~KEO#U!?s2uLO4WSO7>s9@;6OwUal z$+5a1h}Rurb4*4xESf$P^mB*+hqX!9G?@CnNC)h}wwY_!XUNehuE2`9b11|3l#0&- z*DZwvY{Syc4cWS>S(~!M_E%}~fHl3kvFnTmjM=d=TQzjyRbg6dHL3zv?-$egFng8D zXfA8a6;T+Dcr6#SfePjHFVL3I1fa6=NtTOsfWG6(#*6piwJTSr4M)$;6SGO?)*+5ROSOyS9pY#t*4nA=HkHOd3EM^`O3kJ$u< zD5*75QUeHtSwGA#vY2}s(NE!JG5@JW@4^4t&B0kDNE6lGp~epp8{7R|IDZj<1qQJl zV^sohfJc(QZ=d7P*<}CX~sJg0!NROu6Zm6FB z+3ZV(nv!W&=j+bc5p`1==^Zd*xT(}@z;P(-leS8EoJBaL>{US{D!w^DxoWY7k>)^R z5t!%b&Xh6ruaK+h2*F@_#QAvs(;H-OREdU}_Oi*_9bPS`Z{QZgRJOg-E5U)$lT@v4 zXt-wz`Jmkr)z$~f5U@*n3-{$+l@_3|Uh!WYUkX0^N@9A({zBb0zIX6%K70iYpBMG& zzP=#^x6@l4G{?YtS6<-1_BY!ipw!~)YBY?D?CGtQQEh^pOc18BDjnl#^Of59f$_8H z7ukvRfhOcf)pCo#ENrH1!5|Xor$m*I@FC&j4*u$yC1Bj-aaHOrhPXGi8)B_+Wq)LEmO^qhO%b@w1n2!q% z#?cVy7fF`3W3P9K$+K|mJRR(Skaop{sUHS+yI@}nty8f9^Z`3m#J-EA0=2V9*C=@r z2q8M)j5=?M9q9;Ym1y{w?{Dh2>(O(7n~q15y(JAT0@; z#6FRlAo#POPS5ElZ;q?)I}$}oOmWp&L=@~_t7XmIKqhBm&9z^mE`}j}m%o{@q)v^tC3&esR*1&9Y}hvb7B9Vw*&chM~~+Yhn#+PV0C?^xPG9d8PqsAM;* zUrb%w&~OJ%uIbE)P3H?|OU<(oVqk{pg#+6c)^6!{UrjWWXieM?#B72+v90FAU{1c( zvdL&`Xvx4jxoV3wMGwkzZZ_)7+Vs82r;6+JR=8@cVC%_fj#rcf)6#00DH!M39Y{n1 zXej@hWGVm=is8>&(^1g6#=)Mn!XSNTadXiHK!j&iKXK4wlJdQJD-@G- zj9JA@G?cUyOt=)YYD?q5R}ECa+ErxlDj6D!*@|VVy2@=M>v}P*KP3NbdhaS41`D63 z)runZj&D^XdeaiY?agwPhhWX`RH|%6m{euLT9Aa6H;YY*H}lll$%l#xuv4X|wB;f& zv)94zNZAWO{y0 zZUk7E@Z|VA83k~_9K4s;q^P!5Tn6SPNe#;528aL1d)A4yJY|;S0n_ zqWWb-xyj0FzQD1WFI2cYd4yi{{XH-@f_`{6>YiVhEH;TEsT}rO_}Z^vYBW6guQseS z2ih#lG&C6Liq>vw1l>fGCWbngwGtPgZ?~51t7N6VVBX~@0}@PDF&V~fy9^iTXAK*- z|KdB*ewX`|L>3U?%{K|C5*LWig{}h_I}Ix10t@Ms%)_O){(w-#)N!yAWB`wG62dv6 zV2$9E*3a`dpt=mp=nV9O;fiI!H+s#pn3 zucM{(?M@7iymAvjRZd}&qZ5*iT=m;6F^RiNlT&LRc;`VBxxtKQ-jew`M><=%YGFO0 z0Bk1=3{{C*or5)F>b(>aM)n35=569l{znV-vfswC4c+s`2$xXWSWunkAS=JRAe~|d#sDmX~ zlDv)?$F-DzcOJtUCD|2#KYnuj!_gT?^SS)9Z72XClto0hW5)w30&&{03sPppcJWnr z0f_RIj%{B!Es)U_MoJ4=)h+&D?g%+ae@xSJ=q)f~dqytZ3dv1IAqPyNaITu3vkKzx z4qPSDR*E82vHc)}?%aXKv8yW@=H>MblnQBCQ>(_T+iJ}N?LdIr3$nWcdPNWBA?*cE zFi$uB!!Co|0?<%0DxGNUI(scs!xzG3|9k+j_ZodN(NM=8BV_jMn!JWAMJ&W%inL-2 zw3GsMtJ@UE%S)1my67?s$^+9md;WU}-EaU#Y#PP113Mw0*e7nEjyoBn&Rm3r0j*8d$XRy@- zB9z;MKtun>MjmZKVZ)RUd<+&wJI@j#h$)*uU6)X!h&lDwJ;7rWwpbfen_X=l7?A^zQ*KR$Rdh2bEJl|h3lC4_-``Lkg&rV? zc_XVv13`2wRA7xSM}9W?5BB6|P>6U8nsaKMl5fHQfu+bC$p#+eE1E~G4cN=-W6_%? zc5SkwWNlh1;>`&RXOWA9|0pT7Qg_+WUdxt9OqQU#$t$MX4cu;GnvOy^u)fUVE*U4? zBib`rED?p=L&>MP=jhxcrx37YR&kJgfov*|jKv`*wN(E@h%tXq1S(g;9*30+#7_1} z!;b_T-)md(*G!*7&$AHX`aUBChmn^lwO7`pXW3Oq1B+# zeQ*j5pCQ5re5rKB85|m28MQUTE3NRma*C4C zuFO~{b{pEAIR%qNoiHIE&ic=xdXmTP?~ajjU%{i>#v{===WK~t&2;_1> zqE68apdN74Ui`6Ipq{!fqzP#l9jbNZgE{MZP9_;pVJ#?LDkpxYi!9xMKTyE=1z>7o z@xoX!Fi1Bj)LM#iNmNNdt!eW>`3+!8VoQuzsxU5HDB7fl$0~_ne2E1pj%{ptc zv`ZdWb~LAY|Cj@+fW)*ww0+?MLh)RLwHD+{3~*oB#?Tfi36sb!Kh({KRs_|jk^+Q0 zQ<@e>Ce)Tq>!`ar(iBsgoR`%7Oz41>nf8Hx>h-8X#nuXy-bkDL0Qi}dfm9$e{hZ^5 z*Df-RiH(#E<{0yZX@!K-H%cH;l_R4oh)Q*4e6JQQTh#|xv-WxY${we zt^{QW9&(=GL$jJnrSex@+V&vLEs=i)Qxdr9d#9*M&yeE4?GK@f?5h+e(>pRn17(7CE4Bqq8~&(&JsU`7JlTK=S<`=?Y53x`^9FBuQi!A0K~OJjqBAx3WvIo-G7pw+GyquMoCVO0m|T<5W#; zDX`YVuSbz45*~>wdB$J(d`RI(Eol7xi+3WYu3*x83GjpdBcn>ewDN)-8D85BG$FgA zP>-IjSIHbG&~+kCDf6#f-PpV|MRo_FwgqVd+0CzjWo!TF#*FMqCEHKEda2yCp_ZC=_Qxs@eLjKl%Sc7Rc zuop?Tf*B)*2l|i4{KL_?fF&ca5678MzCcZz6(S&}t~6fi35?eOM2UofeM?x%hJRX- zQJfi3t_S8-F+gJI-VC+%%xIOhXffeTd6H|My-2r=Xp=vn=YQZTCpr_u|3Dk2JkDxu z|5%%HO}}cxizuLB`{_}e3+drI8y2_WfPzdb>J-X-73vfN8q8p0!TC!TweCbFO1Q~d zwip)AP-~f^k!Q}tu*VhbkpxV|hr7z&(FE42-epGpp@6+(y-zm%BBRe{EEMCPS%KfT z*eJkpU?C0C1Fg{}|BtS(4r}XK8m2-ir9hEF@lxE~y|_zpEneK+T3iaWxVu|$mm&dz z7ERGWkQ9PjaNh8{@4ess{&=5fo@Dmy?C#9Y?ChRBD;XPh%V_)rw3@Yff8#QugGc^g z9Wg7FeUUisKR{e!KH?S@xntF`IJw-~mOn+2TnPlb{8 z%Ady@=V2--vz!-}U+tdcS6zk= zqS{@u)7Pl=HnHaiqiRXzjF!xchYrWgTf{Z!-NkkPp?Pyf`BfhUr;@@mef>2?9_qaX zq4;L7V;gcKasID--UQxLgGEV7lbe%z={Qu|{@(I(dY+lnv(>i^`0}_{#0^R!FMS3n zM;hhhOvi^OA7)yVuln1+(=u#fo5oSH($Syaio)=(k(nCqUV(^3b$4ni3%|MFAGsH# zr`IIP{VD%WQ=)gT1`>X`Lp-JTMS9m6T}lOP_kS|;W(aE)p80VupO1^u>E;xT|NX1UHGZs$!CpRD zj)7uV!$eC32_Fgm@@Z^porn(o28x>SR%#ucYX(Bmv;qNL6PM3wb~oB7O)-?NXC_*V zlxD-WGa8Z>oomH54NR1*QFB|f;+ACI{RL6(eNXFq32a!y()j1TC4Hfo$WbYe-hn1v{Mdl&QM;M@AlrMBZYiOXkb==JD@tV+K&|GpkL&J1F?KHY8 zPQTxqPerMtCdA4!jFcbKD@)Q^P^~aO{Om#fx~~x#7TZ^%c}14y+R7ks%WlNb=~r7& z+lpkFzXn7dXgV)wZxl5%)aQcPvlYNH&=qrwqDIeEnXLv!6ic|7^sjQXVRu+tS){BAw4!&C6r{&N~;Ai zj-|=p6uxTYj-gqGxA;X?Hpm`Qo)&JT@TXOaW)KHbQqME!_Xu;R;#u&<=n;32FuZy00(oOo|W@l?z zyuiqNs9@_?)jQZi)t8al0atZ8$?~w5I0qTxbX7ak_TR7+y{XAceLvY!emwId8Nnc= z?>FWQ9KA7%w4Ac37v;sD`C7%U@Ipx`4x@#G%C~~j^|+N5Zf+jc7f<|dgy2;m8Gk62 z;?hz7?v^flf(90j*=}aS^9IweJpRX;l12Fz#RMNj#b!?I3r<)wRW3c~34vPIy>oj;@NQlM`S%8IJ5fYB~n+Nvy4tXhi}E3Rc;UpXu7 zbJW_%N$vWlc|zEv2-NKqB&57KemCA0>0&i)@X1O`)gWotPt;+bWQ#L{wd`j~NV!cVc%Psnht6+yqB%`Q{Qc?|D+*Bx>LiwnR<|pTB9NuHocTLw|O`BAxds z!;;Y9TZ!7iKzvKFa7gltE9G#rIdKh;AkyaK2Q&!n%;|Y>)=edKIET!Fm*XekDPkFR zA6#+TSZ}9veXh*kTqrIG=MS)L680!L^xOO%mV@i4MSti^j108NgfX+CK}aoe+M*3p zdA54n?$+bxF}-PjVOx3i^GO@ZYwVyos%vZzdDmh>wEIgt0WrF(uop2-LEbaTjooYa zD5~$qGmYNXeYYLMJfaYGkCv1CDev9q5X0SbvKE8L*OJcCsC>tp=kOkMo6IZ}I}>Io zoK-X{9oj--q_~eEo%3nHDXu-zu(8oZk0FM?SbIVISd;(AU==LQ?EigNNBtF5UuAra zB_fRTMXPURDW{onXfzh2BX8f zehf`zpae$Gz^)?=DH?{O4?X6^X2YMcDzqZAl#IvU{V-!x9v{hOld(r@<}fe;*+UZU zvWXdmMnG7poJjb!yx&HE= zxKP%Q+mNE}J7P*aK&ms8+^CJs_LL*p<63u@N+W7a2sM$FqiAMlz?V?;w+9yw06B*{ zkR{%S@+UN;Heuc5p|0RgBC%H0x{GWX57#7UAOHpP{)i`-c3eD*JXqdLUyi$~>(&ds zs;x~IF~xUW-{&;=9lArALH%?wb)Yrg_?0_jS7E9smmd<}pOrDj8jCIwUI#3^d}S|E6Wxt17%5#>Pvcnj+5*l2QRot8pa z0KKGNj70VQSyO*eUj#hY zG5o-EDk{!+c1wPQ`c3!Em$@zTVLC!WTu2K>pd3L^LGj)ius)WACVuzvy z?nYC*Dn^vo10t&AIp#MukR|_8Dbcm4-|`-7ti1bk8`O*QruKN^SBlpTMEsgoXX^16 z2f?trOk_13zDhqgTN)x=$2KvKTg#|_Lb$&|(=Z)nL!m*)pVXNg(5hirfM(H&E8`U~ z@pWp|NYLpk$6+D(shEyq07WQ)j-o7vXUOMf^6?easc!0&fIpw))`|4Yht@;40(E4d zYsD~G4_QAi`O)Z_o5=E7LnFap@1uyrC)!-^%7(1mT=b?KD2fR98T0QRs=6E|xCI<( z+EcGqP(!=vZLk}{WC}mGxL}^0zcVM{8tnl^j^%Mm7EH7q0es=;w9@MM(m(MR5a{Bj z!)fUjC}CVb%cLLN8J-a?iBd3!=L)lkRWrTbH!0aM&mf;K2x`x2KUX$`(BYz1{#f`r zka8MP*-15?JM}z0<#uLE$)HV6X-E`};m>HZ_Jtk?3_Dei<4z&K79?iW4l;Xn(+Kz+ zH8TNRQz;V&Y8}B9Qgna=-(Qs~lFNO+d0olA`FccDefKs$^+z$f4vT{dVInZ;B1&K? zXRE1s5+7Z1dcVPFHy!UnV+AB)1pT~2{l1h=*YbEC;X@0<1~Z6njp^7Ri^5-u7^qh* zd_{m}?~z-CyRmL*WE91Y%rEtu)PglLYNgLid;oOnN|LQt9xqLQF^kpHOWq@Q4>#PR zv{kj2Kj@N@Lxod>JGqeN!5w79R?@7RgnkiRQyOqD^V0Z!kSIf^cqX7FaUrJs@Ka)N zm*l=_?zPLkb2_N#YLHlX?0#o@{N3n~C=PvNuI78OV!E`$z#PG%atW53Qbn%0>~Hu9 zpLx35_Zo=%e$T+t!FhnpYef(12lw)3BiH59+~Qip?`LumD%(T33`f$dyV0x} zLaAlwVz=Z&V1amJ%61}m9M|__jgQob6N_1}=1^&6eT^B5c zDqwyAiWvp(|HZwqVOYoV>@vR$9DYDX#cU}seX(?F|MNr_DvCK?Jf=gb=K6fEaXC833;h}4sc6iH$o;?VlNvAU z1my``X`CACkH0U(vBp`CNYfp>+doL?ag*9M zZ1i3}s<}`9lrTA)q|NI^*dZ%~92(pI%#4XUh32S}_9acyd1pADEOJ_I5RoLQEWy4% zzml&%a^sw!VEv@DIkNvK+rR;c^H)5x`Y;c^#DD34t=|%eQd>^U|!s!7qqZf1g z17wHa)4ai%3{&y~ZRZ6dkwI3!JAX|`WzqK1O`R3s#kDKuMRa8Nx@aPdQqOPKtviG_ zSd|~HiM{c>>d07JazEg0sA@#zhTxt!qg=?>#BA4d%Xcq8G+oK7eDcBc4BK(4kRjV_kiRdTI_BxW+t1Ys`40U{TXR~&F|R>RdB5j$41 z8SkVBtc<4WZ>HrzKH8_kG2qqQZ6ncm$OOOgZu{`|pBFp*6@umV?%PDlg4PUO`_vVb zO|jjBJ~ODnw_dj>rgZZ+IJGh^nkI|I^JGgs5ldlaWK%!TGj4LTl8Qsi|F< zI-zT|>Ak%let|~4yRI6ktf8vQY?c`?jKeN%FvK9^p{(?}wEy>I26xVRb|%>WulBx| z&4G3*zFt1f3_PCEAY;hz8KdK~l8DA~BS2cMh#j7{wtEm!TxoD-(&%(55SCMoV`ER- zLN;alJi|n9*U0a}RKxFL49i_%TQ6=o60SFU#}kX8bLLzO5Vp_dS2a%<8$aOi#JMTaxl?0#pY&@gC9+>#9o#g`<-Hhug7MdP^+Mj?xAHgMpCsY zF?PrS_aeSgCVt~zYpwI`?N#vo-#_#7Ivwsy6)r~(q5x0Z(49F}{4$i)ukb0>kEJf_ zuDO*1Fm7^XX0vf?mj_;^>_XK*p3@3nc?6GG#&nZMfikD+pCi)E^e=7%6@F2-MS|+W zgtbd8%EZU)6I?6`ihFjuCq>>#Di6d%4L(*gLEf^BBy|@eUmQ-t#Y_S)GYw|SQ)Qj{ zn?2u`WDUNE&0QEm*ArxBOng>Ts&-Khl7bXK!S`$AogPJW!lXl~j*%UZX`F#a{ImYw@Gn12;Mpiesk zNMx-~?amZ#n4#-|VO=b~Lgk`5ghK=uMz5O`-Zchf{wVJ6%Nny&+2vL-EK|~!r5!bZ zD3fAbCmacrbxz3l5^Tj$)tpXLsn@(loLTqCb)DL+619iKw1jN+g^i>zTQb>tJmsmn z;Sf;VSXeFcNv<$+h@U9079vmJZypJlJkncG*yj+T>?F{+_-HY3{@0~=rq#JkTCLBG zc-_WxWWlO*{MEr1OG=T@PUO8EBZUI?26Q&X{@+)=iY>oNgpR;S(&W_(y;&V=oia-W zHu$kIWbJO@Zh7)u4B7WQaRv##ymzHG&K|suBC2DKJnt7wdR40p$lg$9${;U1M%dlkA5O-85eIx+>S0w=+9~L@{W{sA&jrZ0)nZ}oLweD zGCa6J+T0d@GV@v|OL?Qu_T; zlZMhP*nShPW^Zh`o3J6bvhF4u!gj_+$>61;#n?x4J?(%Tq7UsL2`{ zSO>;;wD2=lFS^)n75v8T9T+xX0byObN{BStF;MGvk;=wE*ocLT1!wkkjp~S+O|qZ} zS-Z~eaK^&uN?#F$DWn$J2}U5NCR4C54%asK*ZkK%S~9U&GHq85`HRtZkhQq zq6wz!L({rdRFvkK&tCCtk=#ZwlQsJU2<*>oMeX)ibEgl6jSAURao_y_49Zs^+k4UGnHSg{^Q*Xi&7KR{S1%rRtn;uHZ>knm;^^d80L_U*rlKFS=tY`oU)ugWm|^Y@(f}t;OLgEmn{c`|iXf4e}z_Y&vJLx@a9N&FvHI0Niusi`THMpO(EYQRCpK6bkt#nr4Ww@(p z?p4{0e%gbEy;}ZNSB(HxTEsEf((8q-6_OJb7o|E{Msc1;Z(iG=Q)0bDxaoo&(KJ7Rtkwx2>tqq*JhB>Zey-#q`Q&)C_AiX=NFk>V8&qu!D$y z?=JWXK4-K0)oxStWlz5plRDG9bs_nY^}n>uFQglkNmUJN-GNQ+($#&dZy^Il1p*>n z3oUKqX2wK96!X$y2{bOoG%Kf=_mU}COUsT1+GD?RGMi<6aI=xRt&SncnfWr=_r=!4 z-STeC#5K!Exr3x{blXVqyHQ;Krf6FYcnzspo6f>>V&5N8QK_m4?J%+yPFxs!ZY*P> z%t!t9f(SumTUC)JMh{SaFs1l{5nAJ}ii_45CQo?7%Xd7MKt8BvjiqaV*T%9_ilze< zU}j9#_VW3V?3&f8<{33wv#}?#+`maJI`QJy%DGUqr6^LVZhyQjVUoGOi$V&_=!W$7 zR?B{2G7tGa*p6?1S^-A6;PBFyIX^DPk^T|{Y8lg)#V0kwiBYI3IcR4?+1xjy?NJQX`(pS_C=#by3M z5u@^qpDSutUL#)Z0pOO_vJB+knJnS4@>QBa+OIcQgsW?CM=UnPv%G^JMDpA9wEdgN zlH5TfdL3dkz{pR&et{nWG&fUda??#qb{JR44u=L8b9!qmuz3*DMLoL;5cKv;Szeej zLnXa#$4atj$UBS~8eoRQYL93SR%u05klG}(+nJW~arn7P$77x-Dxf19QmTKNt)05J z<6|O5B)_toLDFG?Y}-QRaIXCFH|cF$LDbyr+DF;TZoYi}mY0MRSRZdXkitJ5No)fY-jhX1yM7;IL0 zzfQ>L{4Ay+sHqKk9>eqi|L+2q_Mk)sMVCjB8Gi9FZPR#S z`Vm5}|M5;~hkr)dV|nu{4R=|U?MbUM%1c9J8jSDv z)8#c)5`0JG3P&DQTP$otT~WN`%lMCKMKd+5XM*0LE&e#u^h%t4vj5KA@iUvp`z2uE z5g`%BAKZP+u&t&fW)(_?A1 z{f){<1I`oz<^wmJ(^5dlk#7zcr%K5bc|t}LN_IPJW?*m%hP6AWuwoA0Pqpy`7^Lbb zUYJcSE0(Jgr`vk;=EO%u5vnHmdXfZ%yQCpx#)pbHDhc%W1e8jHV)1?qR&AV}CT^!1 z`=wWls7|9b?ze?wyPo~AFWF?D5Dds8$vljajl)AKRF|=XD)}zs=}65%UFEJ!z<%1T za8%Qa3g26|6Q$0{oJNhZ03$1hTGK-VS(X3wz9rC4d$UpbY@cc|g;U%DvbcA{wLMbl z2EVO(dOTQ7nz-I*0bk*sd35o$IsJmMLB=wE7WX%6{@m^~lP*{~Et*<7jv77pNr7=M zp8f!LPgNY8j1Ag=cYcTjfsFQLtJGvoz&VLRmf|DX>_10~a_du`?E9GECc7uhHoU(} z0#>{_XHE*F-R9=%dr>JwAF%#E{L#T3Y{V}hufD9Im13VP4ucb-Rr0iW4Lkg_^H z%9@t!^S^Di-d6)@wvM=szqe;#J8Q+*_#{IIjc`VH4f{9*kP7iQa_o$XX^GkzKvhhw zDrTyfBQd@l889ixp5QnY=0(P@Trea|TXPC5*A`AGlovvsa$-3J17yDG! z+9m(QaA5x9)n#?pjh6i;uqw4GB`U1YVUY(??=9OLi|b@uZKAI`Ng(u~kjA|{AKcY7 zAn%ftm}9)0lJD?tOZih4H#WEr*j2PM22jVH78ce!Ofx3OMr)i54rd#sE?09RJ+5^+ zO)D%;UT~j(yP1JXhUPN%D5xf>B}<$jhBT@x6BeR`u0>_$p!nqowZj@vE|%&ovZEm= zUg^|_y`cx`yzW%d>^q+C zH_H{@8y@UeBc$_IpK5t&?i(Mwz8KSQh5KB1)QRIzjXEB?Dh=bPYui8M+T$DG{l=Yukg;Xw z8qC~X@dtS)-AQ462JN!%ju56y6yjH(LeBEs;Z1vnIjPl`mJdD`Va(R&H>?f!Jy+D_ zF|f})iqQjRF_$m3HY>5kQ#l`{gwI58>_IrMnESmCG=O~aw6p$C#$^c+0bwFz+^hft z-IblEFl;fylz+X)w49_3Tl82(xK;`+SKI;L7~Q~ds(!jF^Ap0JH$(UDwv%SOj{z5z z*txrj@5ylRktZgecv3#)JNUhFQRmb|J5szw`$B@{FaYi&!_3jXh~Dn`UH3eAz5cxe z(tj-pLsHKj-*hkw`|AnDU?dNDjJ8*7m5vS&>fKduSpiwZtb<|ih$;*+1odvDE3)%K z3`OAL$qho%04}bwTl1vufs0{i*0Ex}3q@j$xj& zQCJ)hD9Bg9l%0pVz~cbL29WB^>=Gf;R5ZVhg*{C>wJ&C4MeHRBRn#5;cB^*P0{JFeXMjC49(J-R8y^s05}tp{4|bHU%YrDZu9? zXqS+j5F~?khl^gkK3k_4u6`rpSiZ~vyV;Z&hkt5Pb+cMX+{x5|E1b88&r7_&`KKdo z-+j3fhQ8dz0pJ6qND64J6bTj~|M>tq#i|F5N;U|N_JcYmZQQYF%yZ92Yd7$``(-)s zHk?&Ptf5uSCy+q#m(xzE%?zR5xrRp~ajHJnmhijIida{^^Pe3P?j~NZe_9Qdb-8(a zzE;=!y(XTy@bR3woDV_#`=1tShDRJZhsK*|mhhkSoOnjl0j=AiyqCDs@H`wu4kW} zN7;!%1R$3YcHV}}{r0Jm$C_E~U0LWIih7k&ZO&q#N7jAKZ>~Yc8J5aA8>#>(G41Z^ z*r}-kgZBewjNTtTz63pX*ba_rrzAS>u4C^W-4SYHyyyh9vTKo0Zv-cKF3P2FU2VM7 z{=gvmW?ZIrzcx?-XO98sEGWFBMQ&}-ylUmdut{C+$HUS84*LRW#MmbNC>QRIi9y(H7lQNt`Tf44S@f1EFEB~_wt z*Q_Sx4}+<#l#xyN>zpLh*F%bgwt{M2xf;uuMF$GUD?7=4PRO%MnMEEorQTKFmudcRQVZHSLwS`$HdlYq{4rS+tD`Yx=OkeI-}#;G;j%DJ)0-)8D*+EfLnR zyT7)O05Xv#7RibbWm`jAfh6Q$rGhuw$MZTMrN%&7u|?AEPt>IL)VY1$ zpPRAwjL0{*$|#!vvdKpWETrAokZh5QpC}yDd$yhlSwG48AD`Jy$N zpZwGD1JdRYu>4bPpCU{l-N$znb~;NCsG%fA+w{3*y@x6-96A4hq=va4B|K+lT-K6ldiXCrdQgAQO`!F6HHHbohDP5`0NQZ%|!r$&`Doax9`8Qh*?gh57Jco>m_! zG?I0?CnhcJjTLs=J<6)Re8TZ)%;Y)$81sT&OIptJz$WIq4~pm6BeuEDa1X&Rfj@O3 z*df;k_D+}E+9q!B32ut>6)MgAEs>^@1rCPj^rg&_4d+q$d6%L@_B-Ilm9FSbceiL5 z1KKK;4}ltp3WHS}t{S*A|GP5h?@$r3xlj43KJ>_CWPb_I_@IX6I)P{i&2#0&vL z6D!K5Dunt(gwa9EQRgT0@(hJCMw?PEK0P~2!?$F%Jt)5y=&bmD7096O=%*S~x4r0a zbS~)3qAb@TBSTXMZlc~bRI&ftOTL z)8m0nVh73z$vOg+e@{>~vvWi5(m^Dt21O;YTvxWjw_(iL?MGqGR`-pke{192$d@O^ zMfWC~n1CAfzQo=aFD<16G6{M_m6=O&RxQXPmc%3m>qHwxn52qNYkdPMKC$|TyH=71 z)UB^BO>T`+#PWlf`1t~fMJEKlxN_Rpcvwla_=%JAuhJG7QS~d0+m(zIGZ3?u&Lz&A zOhqQ%2A}?j>K_sy+)Mc&b0OIO>qG5)%iq%wis^};>s>}!T`Y%szv_{@K`gu6=n?Vq zdZ2AvW!4;<0fO+7MKLa)4Ocj_ z`E6E4T@sqMqiVU+(QuB!owVG}u>jGg-G}5`2l(YZx~F5W2iErjl0;tXm%^5F5-Tzk z5YqGOb90UJf7{XzUQU+D3N6+3h!!JPw@9{4?C{pFQx&hk!~8vW!&DFEsqF={nq+hv@NgMD*5JG(z6UEEue%qv$RtIFfn8N64|JyN_XnoK zmHjN;^Ef!z{EtL^I3S2D(8o=g7HLm>E=)z?I7=OXV|!XBL&tmrBI}bK=Rn~fVev9m zcsU>#{xPl$cH!d0sv7u6M(>^Xg@2<<7U4X&l$VmF6C`-c$~eS7AJH5UbnW3Ye6EQW zFcLPYmQ&D55tM`1iSP`{i*btOFTX64)~V^*Pxh}uz`K3Zm_8ew)RD_9IwwXAg*Mt* zq?Nmj&-!M}=_7EGXP_V(U%LVMb=m4J*K8`|ts!4TMO8$4^VGM=fB0rmLRL{Y!qfG_ zGjQ^0O4Hu3zP3|E7X3ycdV4c|)j6_$_Oow>1;=E*$3+a<53HXBB$;R;jU)3$xKE{c zX=aIhl5E7q-?@zj(PMS;vysje(4eC-rHq%;HEW59w5-X42Cv_OQ^%8OvHV$G@$FF( z6z#c$k@9*f#W&QW-4io*OOGBRB41mnuGo zc*ZzN1R~i* zkA!!O6*d}+kTC*&PIU#`q*(b0bz46f)xS+{3VH~-zm4zd`F%Gdc7G4+xdZn+?2A3z zf`e}3U9te!K_IsN!mR7tmdh~TImsef>50Ia-#qG)xDc%)$M)GmX+u8WmFvvDfD5OT|e2A z^D6E-l6%qB-@T*ht!5C1finY4-G_M?a<>-el0NN6+H=XDnx^kO*R9YK7Cm?jk$a`01Uno5z=*n!Wr+c59 ztmU}@+1Vl@HI6Ymuca_H_@=NL8zdGge+a8Xd2&}Z*DMk^ttV{Fcke(_&~FFI=Q`Vn zG1=W>_ShUXsj~%keSLaqW-rudd_U={-LdY}gT~(~$}D=Z3u}^h{TX|~fKVL!!LjwJ zG3Lf6{XAk4Ad+Bd9h7?0Ylel?NY4x*pS8)eq@cD_b-QN~hikVcBXo*?VuN7ZTli{E zYp?8rZIqXe4^vx@j<$x%^v8Rif#Y3aBb(33MWwlVzKy4Tx)&(ge!k3RkL!DT_QIwo zYZI1~hUa|qt7p$d_95zp;zUs?<`Y)}CB#r_e!&w#|F2_*Rn;*r$k>UbZE^Ys0t_; zH!v)h^EyBAdweZwvOrHf$`&Yyc5jq|P()qVjVmCg&Y00Nk z^)wr=^Wx7Ml>I_}&|+3>m0-J)Re4noB{|9fA>ZL_GDclX5A3bLBfzKT&asz4mtU|4 zgm`b?LRYZ?iH99i)x`6YYfOjZ7&a@EUDfqil*-Xf12eGpK|yy(zQ&$_r0#bf9;^l ze2*4iPa1X0Tbv%a!#x(jek60sj-owt9dW(#BVuye8`tb;g?n0()D!Tf1<9Ijf* zG)vK~mslH$2@&MJwG-+(16dv2xNJ}U#>fV%fOlWO?%FFPL)!prz%+G?Kv!CIF<;1He zIYyfuGwLt-ss+5krQm!-`-W5PYP4+Nk3d}c`z@1){mH}E32?R`0hNbAlabAto3iY{ z8~&d?Mk0stJ0mBT6TbdIewE=2)A2X9(VC>TqJcd-*h?{lObQ*ZCZS6UrgSx;yC1=G zL*6U-Fhk|kwQ(`4cmROR^PuKRbxV3G8jVeZ=d$*)j8vgA{;mQha`#S)eQDSHX!`^@ znX#NE+~v>gRXj|4C2fc(8OmlLzJS&f8+`24p;(Wp8p*Gzwm~ za$8R+cmk%{>a|lCVx+yrFx~su=`y2^^HXkc3ngh?;VZJF5K1m>+MEU;9an@UlNPX%hC16{^_+;<{VWqGdI^63z(3JZLs7zh)mg zZ}(K^$WmVO>Q+rnC9C7TUvhoYRON1heVdUGa#h@$sy#V(;@S3UykkvfJY&{NCkA3Q zdHg#%=4z$f;dsfncw~Zb$C6mUK%(*!;Hpac8`yuI8pxB&6X84#JD8BegQRFncg_S8 zl1KM}``Ct+@Dn%8? zv7V6yUd!{QoGy^I$qJG5BuRpXGnwJFArGLZy{4f7GUa;pNkC}4+TV4RGGkVvx$}Eb zYV7Q_E0txJA#2NDIKI6DgQu+o+35H~ecrs|d6I~#lm?Z}j_cGW8k(DWp(zM<%Cn{6 zf`3S@8IjVD>7iULaK-7KrA5DDAmL(-oLVnNdmjatlDFMuUYX43UCSqMx@wZ}HCSMh z&lvi0PFIew?(Q+!j&3YA_DN@&PHE3iX=q#Bh1t`d5YMvv{X9 zk*FI-XJ0f`C<3RJ6Kg>W%H2M`ZC)~Z(sIr$*K@sCQ}HPV za92Sqn(M?bTrt~I-$_*t+p4l)r{JT8y{b}aX>c8Ywj3B~W(&es@*r2dUGvUA#Qf ztT2g<5S+; zB<)kN6zh2H9I=$4a&29)6twLHur;X0*vKwc)65Q%zq_eI0;G_+DX-sp5=48?%!v;x$X<*G!^2QZ6O zT$r)lx9gqbR8tg-6FizM9f$$!+naQn$%!qUvvya2l2d!;c6EL3mb^lefnYDDpGdKj zxsClz)1aLsm{CmEtmI+4s?xSIKGDmZDcyh z>7VS{m$z@uEu`3iD(_jt`M`|3iU!+p(Y(F-)-v7hT9t4^WtSdp!qd^5>QULJws|b$ z$lc}+cT1_?w(qpf**&hb%-P{*Gkbw7tlNZu#p}uw+t{|Yp8Zv)xyBgNt8-vw_n70H z#^D5b(=70~f~~=1uEyXxTMFZwP*3%N6Hi7{Qfz9??&z;?Mg4ckwW<09=0w~CEb=5^ z5NP4f!6m42M_tjl>&(t1Jd2tKVTWM1v-{gRQKoIoLL=)2%!1G&TG-kY;E+!^Huxf4EI&d7REZ+R0 z_UFpMH7FCH0*(P}?GkriG9G|;%^Y|`)4SXt5rby7pqqNlF34bI)CSbfmv7L} zf8rhng{F9o4gq1l9#e+?4)^gLryIWQI{hc`(w2EB@_IBnLa)FUcH|Os9i1|u&T)|8 z3WW(Kx3&pnG_;^-<1nd(5;Wh9pd2z@Nm^4_HZ>B z^f1};aQMJ)V$$;fJKu-g-v`}a2JBeXG(d*3{t9lC=|t*6*)aOM^!%)=n7PJEOaW+d89J0R^L#fBy;p8*S@U zURzUP< zCA88bRR_4G<>I4dX#6%+2YRAlXdE@l--OTHJ|*?qmIs9RzUk`<-tkCf1x)ee+LQ9W2gFCWUwKmBL047 zN0`(7EppfpY7zg;v!mGQe%RtfD5A}?WQZI4{Z79Uw)is)))(huZST0TM``LSAi!r| zuAk06%lwgSxi#vCsfJ85W?tAlb~Gz?TbusUIioPj~HT#K80-dIaI zrxF@b^mu#qaJ^f9LeD3{If=NPBBNT#eyj6l*U<}5w(H_m&QGD~jY53m8lmP@-y+0a zfw!D_auqlGOwFX6j+b~9CqCIabjYBFX?WuaJ>3c=xBq(G_4f z{`G8Eu;JX+SBO8uw1`v)}%{UN6rtJESV=&yqq3(rwAZxhgjIF)*3i zs^)_~jpHqPmK1rT*uH6#BEZD+MIlafi<*5?0^gpsCwFqP{RPr0v7VV(tJBy}5&as@ zEuvx*#01XTA%5-|L9d?;e5R)Dn|WHLvvnP+Mc*|yt(#=cDvc?-wTtAf1I?LM-Unp_ z1bt$mJavK+Jvb(UqWsjgRPQ{t2hBNLT;yv*MKa7>ELY11g}B_c>&!Q>Lz0@MW8=x+ zN|$(bz>NwvD`vqrVQlfYmKP{z$5DzFU~s3g@J9-JpO|6<*`a$pN1*Rd01EdJ41J8Y zwl2!Zz7H?Z|HJi@=)bb`W{aV2x889SMUjC?AFfTK{|+$}P?SXm7JazRN5&(k2b?1V z2Pm&8BmNGN7EriH2F_Amn<4{b1r*+qft!>m%9oR{3=03qKz}4v=-;6?1r$<|f%r(O zQ2NZ)QZXm7gg2J`1Sa~opFf@zqEBJdNr{=gfzz(RRmZ$;Wg({&0pOssuA3>ZLs>`< zMF3imeWo0Oc6NVq$!k^?LP!x{?SIyFJmobs)EzZ_W9kdp$nlT&I}temAzJAm#X0`D zKCd!wp9Pr(S}C4h=1`VW0p?f^ZKa&AO`vA&qapIzZSSfU?C;3;>U1_VH;L&KTSa@FH zoyHbyl1PL2q7!o8{6tbeW)NF2%PVhpKXAJl_86yXBKMfCkp4=_s?@Rip)ac#ANCeL8| z*7sHr=t$s!(*cUQ^`ZS|aWjFXEcL^35HgxSf}hY!@5X}_v0 zc*vRywjQM|^h%uW0PUPt=j<7XEVTI6AIgm&SqmtnAEljIu#P!=^~h9!j@m_R!Cq;K z6~t-;$rqfqe+fc^L;^AyZg@XkIF#%yDJ`_5*B@Gsbjv3%(VnirGIA9&0umW-Xtgd@ z)D~J=>mRv*jszs0^nk7qiT43)TF036P`~nMC%{{XF;jP!w!dHX<%Rz7eiJUQDvf{5 z)jv4Yzz~RVc?)^Z)E!@mjE>6W`*7bG@NZJ+k{z%G{Qu=qG(JO|Yu7EH1psm<(b^FTx-_*e|PR|J+iHHpR zxtbft3#EcqAMqZuJrQ3&NN6hG~TIBe@06lXk=iW{gvWWKxLUi3;D*guQ z{|(UX*s4h$h&KNJ0ZENM`g?BUEpLJU0mSR*Ln3_0^uHjf)92?tl7Jide?YN4dHs#y zDU0&)Kd{hw3lYA9blyRP?;)M{5a9<%*8`%hxg4dI;mO)kIrP6l$PQUm#f~Gimxia~ zy2t+w0d3G5SETGnD0Zk&MiRt+KK>7g^g{iDfr#fZhv)ALdi_0*jsk={AP za~%kt;a!Ks`QeMX9umz5N40+ic2-bS)B=-4F z66aV%Qs}RxwXPp0-}+OYB`<5PDW}l%=WTqn7dQAO;U_DhD98Tg^$|2B?d6}3zn}(P z19APdAD5`JEX&vO-l8Tyg9w}yrWUkr9OP)!}0DRWa-Fz?#C6^48^#0 zJL~vD@~wIOixBhXv`Zr!3BI%e_APVy6YU9}J@3kg>zmIZ(mGFfts|J|zxXrI+Xg(T ztqb^xvS5O;m|6O=?QMj^^VP9hO1wm_(OolQD?Q3crf2?3+9=M^Vrg6!Q4+uSxyJDQ zs4g7phEXq2@R`V$Nl>CxxRl2T5uog>QGGYS9r(2!p$WQKK` z*l_*8`7`k58=KsfNE*9=FJNUXN#^r238}u8p7g(8pC=~~t$kFJ$l|r~I=rIIXOBe9 z%^^Cw*#RBCK>u-!t;F_9LW;&pcDRJSo&g;)oe;^wlJv4TT9pm2Ie0VlfB1S2s3yMP ze>4dJ5(tolUWA0+doKbZ6af*WOEH8Z(gO-8iU9(KjtU4;1QY?KN{fORAoQXl3IbAs zfQ2dwD1tA3fB*MC?|D#dV&8`f8&cIzeFH&X}*^rQ@k&XmQ2WQ(-zsd?gcvtRfFH{1I+yu z2NpS;YJ5VE9$K#u*p3qi{5Dcq&le!u;Hg{WxYv=3PwYX8&?~uwAL@eS4nOLy6`)0_ zH_)T|O|%KMpfoIq>y6ZE6FSS_c69QxdUur`}T#!Wl#(EFLUYHQXZ5JwDeZ*(6UN1m?B5tCD z#tBwwb5F(#yG$!F223L^Aeac|bB?nDLBe*S12r3sZOyYjDCL{Lm%=RcAc4KRM#bkk z1j1@sgMConpMxS4XlF{ef-f6s4_T`dE1-^m^%7NPY8&8AaQmRnJj{!8pS%$XfrrGL z1Q7h;3p#oL-H$S=plibXfaUcWW}mPH>hwEyP(a`~OefNRFc2)b;!)7lfdqIk-wYMJ zU*Z)Ez;)EF*EEg{GpBzvflnu@Sf-LBXU9N5y9{mHTe!$!SVXcbmJ=g4Vmg@oQ5Zg& zFntXP%?y06o2a)mkoBitEPs_5H4dX&*IxF8>#(SmbBsk}`5wl&K?@35QQGM+6Oo9c zP(Hzm)RQ5OuB@MHrWVSs{7`7|ZM)&QB%HwGySvePaQZy9lq;9TSPby!dQqMK$XJ{y z@b&ETPMk2$!|7L}FbASuZ+X!*~V(w>%SOY~9J}%SzXJF5n?^6Mog-C$nxG|fC zSqunF7}2G>KxilUec3YrlZstZCpVkjANyck6-slLHcf$=^}V!Qs`nI zLhMJu)5o_-Wd(?KTl-?cv>WS&>%UVKFG0|vqj|UHP*>sO=T-wI_EPE01QTYDe(T~lf{T73mfRMl6Rx8F(qADvguQ%;Pe7Jf; z{VXPWiQXe;zTFt8JN#MlM+bGh>H-uw!OWEL94l%P#-%%m#tdZ!-uGP?@r!Im?BqHxfYw0nX$G_i=e=U>02@HIfJ83ii~O zl4K$DA}lRB%)1d6Qg~NT1)j2_7+gO2)fu+hW-OVx20ULH(U~#+m=W(_(oBGMP+E`X zp8X+>;gFeTIg6WyfQVyk&j+caC;;JafBFYg$h;Lmho#x+nmIld+*oo85<%0`anq%O zZ&v9;E{#wEVXw~YIf^Lq0}h%N1vM@KK6g(51#VYryv|E}B&pSIWy)Xt@fnn9E@ClK zgf@|DVme@A!ezl#!3S!JV{K-|oZb$P#S+W1NZP`-V&Ka@`4-lXB3xP8;pZ+i-q`zX z`;fapptYbCBX6jCj+RG)%RPduigunzDc>6LtA;nh8ud;|rz8NCaeICI7 zaQ)hj1slZ1V49(p~d&8SFTA^fB80XnwMT@DSnT#s` z$L;TGn3^je{9scKI}0J)xeXO(Q|l0i@$%j;gTx}%Zi+<*SQhw-mlSwOg}`?| zfZiVJy=jVRh4j%W82wb3Q)mH?>TolY9VWi2cf%wsH>WNWbd+8bAOOHz8Lfu)D zEf;9R8!+m`fMvLg-1^7ozlvC=$Jk7+2`545LOvGLee%qI@Ok8?c2GI~chJS?#o#G* zpaSL3IeXC$0)=jd9Vr`?;%fAOc2xi&TUTXWhy|zsEwuy-BvO#%SyNP4 zf{BPAE!Cvhr=~I3jg6)SGxZdt(dh2?Xr*i&DZofi3~^<;-X~S=LaU|X=uXH~BhU7K z4HXf28SpfTF4J|P`~tiMpihsRXD!jub31CZ-iHW2%-W4Ler#>=`zsshTX4j zbflQ_Xb5A;9A}|v3TA|X4aOy;9(6g0vx%T%NXtaIdP}NYTd*4_O~g3`PY-+=a{uT@ zN^WszW%6%k_6r~2&bLssTYxa&eeb^|-YjoJkOXv6nSw^2+FNP0AsXb8fk0`C$&ww< zrAM;A5W%Xgf&k@0Kz#{dGqYf+0F_(d83=i<_ImR1g`ju4zVF_^%CT;TR66X`8!A0R z4g+mp0^;-v#+1>Ejw0M7WF9J)JQ@hT%mezFgUYQ2m(%<#%_zy;N~t-{&Dv^nCEZ?f zb0vEFDNpaP+UI;m*=M_B073W$uAvElSs0W2M)0LMk4N;H38<`fZcYU@t*M-AlaU7U(;$TM0Q<7zto9Yo^r}?YYv)6XUdJ@7+!Vl&&9PU9#0v?_KlR1fT_H=d= zDu?$APY6NScKdmQ<1nfoOt<*F{zu{mV&s!0Tn0o)sT9Al@hJ3)G#c*8qSh4Kd%Aqn zv7Xa2YvdLBeWQW7l(pUlf^j}vU&Mpz!&%E-ei|JVCu$?9O~zhJf=%UG^Dv;8@xn6Q z<+ZVh!w)K#pp^fwCm));^pO>#)@(|eM&*@J)Olj&>ILRYohkykObA=LeLr<^Y2OeL zX*X}axO~2)N}Y$>@@+)Z$5~&OrvVGbvlaUsuU5{9A1k+ekbf&5Dp2|ag=3g4!|T>w z;0NkEZe2VIH(`WC0mOpj3BC=79hdtq_?8UrH@=tF=sBS)Z$Gn2-8rY@RJP5=8I);ew()PqSU5WI3!O;Z|aJn(m+iw{m^FQbI$#untrMM@nSyZHFbI>OBs+(R6PRISj zPc|nNU#szCl%5VKN-skBF0nzg+;2=SeVf9Kf0Imsr&5 zIAGdK&g9IN6>B%0XGoqYOk)MT9}~t3v~lZLy>9`RVIc$%*-ew-hR1rQjkbJ5vR$>? zH!b_rrwIUj)U~b4=1|}i@B3}sE4HZHOwH+|>*DoVbsvH19c}{hLfvV0bN7&4m30e1 zQUS%yZGZ{)GhT_WR!uWepnX^IQX&<}HX;w3gH3-1)!sV@RV3z&Vb^aA(XNlqD4Q^Xe@FIL-DTG>vQQS-J3t~L1|BXcE zl7|EjyYD0RrO!>9vT%BqO5#_|cJ zz+FLV@d~wQcq1&Gsk|e6h{hC89B9d~Dt8k`1WAa8MwDd+zG^b=?$vRTjkExdlPQ7- zwsez=cGtZ5Aii{*i9iOTho!+y@{_8yByMTL-=U6tA>Oh=TpF0>1IVD zlU0ETX;EZq?v|BPB2Zig$|^<4VINPPi|AY-^4Edgc))l2e>9`jd5AbV7g0lO0sf2y zl#epSz0M~{YaVFoSn4dV&By%#)tZmJgvBN>DQd2INf(b~gclN&xJ&)}n`{sA1l!e@ zou!M1GtLx7$T1ze&o!#OR9V`S>g*zi^G#VJeLjXLFOd09na@21w~~lM?L?n>@BR<$ z2Umr&w3n}*ij>3=l>HLf1z++Oh~<8{)~DGe{@WWp-U)b6N5lMaQz)3t-u{iSGwxp- zp!^Y^Ulu6iYd5dt4l3_m%es_8%2Mw(ypXY+v0bDV)@;-YJc$}T-xpiPHh)GZOw7t{ z{Fmr^ZTEzzaiINdj{p6DxtG<+>dgy*8lRvu4|rKZQwj|zF@Vi{^6u#OVikGuRSx-C z?1%H5N%aqm6eN+2=MV9gYTeL_wDqqEj-C>xgfSTJiK+_b#I$^9`QJAu-PF}h2r{uD zU7EzulIaOKEJ)XZNArWLj`vqsNbd*6R7+BiBKng!q?n^2noFPd0opep458Kaed)*U8 z_vceG{^^}Qk6Z~|T9`TgdI)QKF#2l{iV9qKlYbtz-r0TBaXzQpksX%>mC@rX7)om3 zD;GHbrQ3rYWycV{J0GOzg9>uoWcH*2O3Nwg{!3N5HYEv2OE$HY&F_}-+^$f8D3&X- zoZo#<5xh1QC*cM8z+<5;wY15QM;im`eG^0ktx)v`i{qYr~Z1`A8*~UVn6VNDIKrvGA+uXkALtF3Ells@KJ&1;;1)u}`9?O-qLh z75b1>l1i%iA$HC^L*EV2hy;iJjA#t^tN2n z*1_#hn9t?5#dg2GQB8fd01CBNIm!Zdr&77QJ)=mxTJ+j#u!4MV+Bt|gq+_VU2L9hN z)3g{uDDc0BRjZb-dtU#hJGlMw|JdG7#L?--?J{tX`uq*;oZhTy3ICeAAVrOIQ zbmM(We)tQTtU#N|nfEs)s6x{)0&9wvFQa ziM$yUf6N@YBPY2R?!q7qw&vJ{{YQ}Zs~?2lo{eZ8lHWxcWN)8#2XJ9V19i|X9!8L9 z6SzZaiECkrD|CyX1jA$GDH>J24xLD74AbKifTANWK&{AEL0S1;_c_UU^ou(`1T9{fYC9ZW|~P**ik~ITh>1 z!$HjCSZ(Zk4d|3xo}I)8Qdyc%LMW3xZ8lJru1cghPSE=kW?P&gjJsE+@mJ#BjGniK zC>yk_74;<&$NY9qKnl>$_*j}3cY{e5Z2}M?h1-Kx!4*ea-Csyges;7^5AeQWk~OxG z{qMg|Y_6kOG$uCgj&5-=X1}RO>K7@`mkgANmTY1>U6i2ubJQps)gRNMw+6JclAJ8U zdZLSBM9Xy58JaTQV(ydWT%*1PoR4~ZlWfFZ*^8dC)s@-anW6-CzBmnl;yt}zdm`z^ioNqdz>|Pd zU2qe;F%MmVARBav{6vwf6Wlt4c3PhZ-uIGn^Ay%Fz$AS*1mU8UmOW~QbP&^rAR>NO z15_{;%v#%WWn=Gqe!)h#`x*eRNB-iRIFf&v6X;kVtSImdK2ZquDo8fj-v=;X@kx<@)!?|#+3JgcvY z>^mv%ut2K2SqZ$$;=Gai9JBz)|%+;-3t?RyE=L zNYdQj`Yei?3hHmo@gH=q7{+eIZfqN6kG)~pp8mcp@7Ps=Tv3pB=&Dd>6pme>MZy=b z!Y68#>rUofeWuxnww1(hWuwI?cjPEtQSd_36&7Hc0(v*!*)8=c0@BB^Q27jj4=FVT z6Yy|$jTdRVbqM-8^!+!IW~DOw}I`5$RLpJ`Llzf4A^&V0p2; z=L=mKL16zY{@+6M+!{zTQt`&mT|a1x@9SmoZzikpkAguFzavs)@Tpg6BZ1&Hp^!Pn zqYGNuMzfaFB_D4-(Aqy1eXmUQK!P+h5=jQr9Mt}6s?=M+ad5MXrP5lLZ7ErFe)F^|)=+ z=Q07K83Lz#CVkM7W~A3c8LC_{nM`MLOyN^$5&_Y72LGs%VjzjL2G5` z$bASMjK5W{x%*WrV)g+){oGzkGN){E=AvFCJ#*1?BKxTP&d$(>@+1@=s7)Q)qC!K& z^<9O_#RKSj9PC|x%{Eh5nM8c#*G|!kOxjG$iW+Lp~bs9H2*4V27EN3f*jFJOK&wgF22%1Yu|a8$bg>QAPCZC zzAfa%hcN1o0$*FQuPs|w<;{I-Rv)A|RuUgwspfR)+EwFOV@!ZtVr4YuW^fz%mCDotLF5&9^`2&Cj}dPUE-bHDeEW@dD{Svi{MEhrk_erjCI!0*s%yY$ zU24z!Ybe+yT9T9C;+{EkU^#2WILv-!x-=HV(=IkzX7p0!*HsZ+dUr7wNl%O{fF$ag zg9yXAbd?&SuOk4D<_lL{WAYhi6=wj~o1^s0*LGN7xO0Ri9w=H!dDHK)i!KH&k*SuBY$vXtdDRQ9HY;F0~6#@!4OV?|ADyN zJby!Oy#DVDkf>6^DG8pKM7s5Q=kR)`yl!7Bl83u$3^%S}cZtZroYM@NcJ-TgH;3fchwkiJ~@%Jwp=X=`LnZ zC`3p$o1sQYA%hJe*g?p2I8QSWPHSBxKY^1ydKlO=Y7=Pr=T`ZyZ9;YldCgY|al=1v zjcHK+1{Zr}22hgorWfsm7en=wP-X=RL&VqJGUBS-#BsalmsSL_JOGp(2gz)eaS5388qB21e23bK5d;a`MI5i8!&e)+QqI*nZ$C&Pbxyh0RCX(GK zp1%xzG>OyJ`V{J{H9YOfBF~hy{anNg{1k&Q4jc7ab*~;mv0Lj>^sQj=iJvlyT_1`DFxOp#v7J5LpF9;zz=JT zw0&4qY#~y#CEt}s#NLstK}(p{(+qK#>Vu25qgs)+Zm+ap`syMz8DBGB%H-dd91=k6 zc;tl!`)WMOzEY&}`TN~f3_s>Le(W&|?|jO%+{`H7uHuScAlGq^c|<3Dc(wy-fVL(xHE+h12k*+ zcdZStTRv&vRP?JKy*zzSA5)!-Iqd}&)R1XU0tWoRgxxYNk)50zZo!zco1YrkiY<)1 z;y*k(RI;tTV&@5|b254=Hu6UB^ZEO>q{r{fvhuAcakby1z@yUvE+0h;@gb8usU=~| zo9Ib7)oQ55bkLmHyn8=ZvBthy&iLysxrSgABkhZQE+!PDP{CEMOp|gE*l#2C12h8e zU)zdm(Lbr#XSJh`tdO6y;177f-YlFvlX+V}W!+Z?|Edl3Si$V)exA}ZzP3*b2WCmb z3uYq)g&i$C{a5c|l>9Ez>dZv<8(A2U6nm__0d`>L-Ez<|C`xqyqJ1Z=aj0XmQ(emmaj0ji~4|C|1SXSq>8<)^FQOfDX09=l?~O!I*>7k(>p*`Rq*F(`S8%U;0d_ z$e9ir7S*rilA5^$R^H85P5Ot*WW-e}da(EqhQah6RKTA?%Yfqhzv9 zrk>m1THy2kP{!Tl7G2wj*ED7+^pf1v!Gv5yYm-%lvA5x5g@l7|k8cJPbb6(8JdOmA z1Ef3Qx08X=S!!~uOc`Q2XUWSJY!dvHORnm_UPNlkzGTkP^|{0s)s5&5za^eY+*lAb zQEXy{`}fN!@N#Jm?e{@X2bsD&M?SAqe_n}XHS_08NhwPH9yikS)E!Q<#Wwka2tJH= z^QQ{>f@xtv8TlKm>+hQ-`LJ0A5B&dqd_bypkzc@f3`ARNSqV(ltYIbZlW-nJ>ZXi- z%kM89Js*5@It;pWs|MKqGYEyRGK+lI=Dn0Nz?VSROC^fl=5P0dt+=)|nyrdEEb|qK z*_jW)=;v>DKb9cG1^+77^}UQG&eZAAI|W7cTQ<9?t*}x zb=A_Y)*2)BwZu6sEJbgboDi><8c0MU!pkx~Pc~)s#{2YRI1!KvF&@qGj|0}6fC!&e zH&DWF!l#NAK5@~Q0s9zGt4Idf>QR}X`vyi3&2iuNIAAc~&9086xTi51xp5EiI2dp5 zig}UU%1jj6%$#QS4F!TPt!~_jNSi8L(pt&9 zGaB+E5`HO{YI|!ZA+wcR+?fOTxx{S4qMVdXD1@%43y+`y)pFOp1h0P-aI_Kf2|DFF z{&~mfZ|PS%hmV4f4J59WAiI=dC-MsLM&wLyu7C$qNos_zrUkk`2YJxRg%aK0c7}|4 zg8SpnGBv#k#@Pv`2lDHNRF_3e!U1hRazF#H{jz-FvjBFWMerMM5<6_0>&5ijFCa_y zh8olE9vx=;w+ZZ_q@FYYe@fNcWU~C`FPv%Lk&uTK0$m|O`>~$7TbhO$9Y6b<4RIAr zh6n6)?IDC>u;kCWA^!OfEQ%NJLB$~}8iwx5u~fu#%u6<5b{!0lPBC4S(Du_7{)WJ- z*{Q&SlPD(_Muo*Td2Z)Of@UN7j5~Y8qmcvBlh={*}b|v z!4dXEx<$y_x$P6`hQ3PJAKa$4wF6r~=t*s6z6OoA63QWkdUi^;Q&G|f@1b4phH!g8 zZ}8hhOC|&j4JYsX6qvulC+>L@B|SQ}RDPk`_c9#c6Cvb%mCw+g6|D@$|FM%zn6AWF z^=*qZ!_oSStAB&}62leQMem!*W*uw<#Nwgbx=6z;68MxNSV71XymCui`wqP56mogx z*9TiSTh4o;@el51bTlfWZjLHz7>9nsK}T_#LFNcD*89l~$gIySfrilM!S&)Txfj!^wUU*4(d%w@DM!;%!Uxy1Vdf0$h_mZCZG|*aVZOGRpEq5mQ zG3nStj#s@xZ^L3c;(MbSj1Vtpg+hoOG8GUz?1pZL0VL6bmT!iU?<9_!nFl~EP2CXN8@+8RE-nmgb6)uA z8{s<{U6#eLe-N+Bk#1qp~mgl|nh2ukK<`9J$zPxA8 zvGR97>1p^|1LL!`FHH~WwXeUvJU)p!_GNu2(0n86G}HByH#gI1aq@0la)5*A)0-D5 z<`G=y4D1pXJt^5?fY2e>fViDmZ?gPPl@|M;E#{e=$$1@Sjvc&bU{jhYU|@6^*x2nU z8h6qyXe(Y$v6cV7c^UQ!Y+{ZMaD{wHHC9KIPkQ@B8+<Y?%L_6Vu4Q<^=$uw0yYf z+I~T{mA`_r#1rGm+;8{UB}x`p`@0ewps+%-cAj#0c|RjRGWWr ze{8ZW*C+5QrOHHoQ>Z!D$B&UjiXa_Zocbik@6UMfk_w4zH);o&9m6|O>Ci9}HeZ`` zRl0@lBND;(l$4tT!)_#UI?v%pp8b!^#(NK!T<&NFtZCubv@G7}VBW-}@Rs1rWwfm> zXj}0olG9$*BeUACf{XDsg7c0ca=q|AQhhZm!FGzc^;ZZ|-T>rJ7lJfVHag$RJdbKh zc^L*Oh0)b?uY!&eqCZbtUR6r__{?5KsN2BntpWdUOX;^aSn0RCWL|62i}gi1Z9Vem zJ*`J)wtT|hH3VI6f5FBXXJEk-E#bDoKFP?1Ro1TY<+P&9S@tDN@+;q891X(*A_iL>M%lL{bSK+fK{NdT^SRQ$eD3K|vKMnVZ(z2G|-bfI8%; zw9JoQO*ZY_=}l&-v<8GUIzdf7`u#emt#}Az5NzYa*;zPo@iwGW(DiD50+39q#Gz_) zl2B&iOor;duIi^F`k@3Iw4SKM%2ennHO^-<4cLqKr&X{qAfS!?jNY@R#4oMZs7+E@ zdoBlrLY1ttC!5JZ>UEWzfxu(6uEv&>7t|{Pe-0NUH7l%PEuf(&7}niqElHN~4qLKLngxURx(6oMA4P!U?`vr=*R&K@$iPvbrN3tyZKMBt#`*unFMHwqLj{+^r)Xh$bmut#NP-;fL_YrBDGY zG+zUR;f~Rm=+@bzSi1P;9HM72*BVvNgAYhjRok?dt+fCrt?Wmp`Bwt31%tDN3B*5- zL=LEVCbpC>m6ttN4G0P?n)(o3Iw#KMrGl|2mLw#yfa_*Y(M zoeNu@7|kDI9}jYDu`A_XcHU>BpZpAH(RDcm4k5`=bk0ak)b9m)q`1~z@Vn#k>7!pPvJ+{?$_J3LWJ)i0Pnj*v23+7E_;PW(QzA{CI_WF;$Z-gi+8n9s)me!S7 zTF=CTuiD+(I&(9lnTR$Eh=(s}V>Vg=ca;ZaN-DX_a3^K7UBotkLnOjJTT;15k?<-@ zC}~xhVRWQG+@*OJJJTilm`5LCAX(sUgt3*<2HUh){(le2`k|Mz_{L-P|9O74GtT}K z_40S3ol{#Bz=Qy+apt@2ieSaf=C+n6!;GfV8*Csum}=7`a(ko&Ts)K?<6PMJBsdNRokJUD6_$f^!av!(483A1tMuzEHgJYl{RK%3cAI4C`7+B$af1yr z2VJx+VEY8_|^D&mr z_-hrt5h=WRICBY{fhh^TDUIIzB2IdN%6M9x5&z`i<0*Mlf<(RDgg8?M>%v3C0EqA{ zPnrh(b$R17j?P<={c>{)tI zJB#l;R%cw+>i=#lf6JydJIqD;y9>jW=H_kNE3ZE3Q#b2%76QvTZTQbs_aYPd`sJal znYzGyx4TPxX8<$SwQeGX@NPV|P}U;1UG5w&%ZW6Ee`hFnPjay!E}?P`83lL4D-9=% z^x9|0YA~m$&(oo0Zk(XK;ElyJ)40Ss{Ofo<@D!I>AIcyB+s9$dtT@Kd=AUGA`ArVL>P}u6U%xzS50qs(b%ONRO0UOOH0|xW-0?eCK?U(< z{&FXBWm_jJ?kc7@CRKO)EH8*)5J6+$3vk+kdip(EFPp`jei++|H$grn zQr3g^z83PDH@We%4T>+kIs#;mV6yAm(i-H7MI-X4H! zB3qCCi6A=^^+e1CEWT2T1w`=s=gB8sEJU;Bs#Jt8THALkdQ0-DsMTjW;r!Kdp909J zdh~6=)Ga@Hmt3JLyOc~ZZ$`R#WcRPVCvJ`P7zo{Bw4OUefpXf|sn`U*T$RW}cM_0i zT!TjE{m-1G$s*8>!9rT)GG=%zI-unr<3H-)cvEeiZUJKFB7|-3!Ljh@b$cohmH1)e z#C{RXnGcYbIz3>23utP)-Z{Q*NdIk|8$M_vCP|lfGQ$y5%f{@zaAK`ZH-FBC1_`o~ z{eLI(rIk42f=*bb`{sdtTP>xq+qLv=4M3<3Op7|1_+7gyQZr{#GxZJsu+W*Bx_^hpcEM;5$ZvgP*=@lM z^4y&>3cs--U!1^e*o$BpYZ<#{jY1vz%#X4Dwn#?W>~L;89=RE zf$f0;*`}N)U?)xWpYKaSp8|~zeW0CeUzG7hDbI8c;?|#P=Xtskq5Xb4fUCTM{x&$n zNfRTlzqBUk{T{f}Y)j=!fiV1|DPNMG{pC8d_xfCr}s_+@#5I!wy(Z^QA79Uz2V zwN;IK1hxHdDX2tbRaLwYtK(+HIqlDP$IR_LVLFnk9stzCMM@!JHM+^Oc1++NP$WPm zevjGZn@|F8F?UP>S9kh1b@uOQk$Td-HdQg|(r|4QZ!vGH8rc9i8u-`+N;9H=o%m{C zMl}v%ezKJTuw>EYW-aLxPPn7Y9nv-}iHYn!)9+O9^YE`*+yli^(as}n=5a6$XwGE8 z@6MyGo+pE&8|u3nc0uD;_g@*4c_C;LAgMj!!P^f*zi$gC9IHp%92Yy9bv=xeZx+TA z9&G*j^nvY%56=zn6bhm5;N)~|vzmBmLAsUCC(PWnojQI-9cWiOgsz{Il}JTPs%1!~ z?LpLAowKYiZdaa#*zLG=Rc@-N%@i#y0Z<1h=k6qOq1Q+4uH&vfA#lek?4 z^_Qg$A@tu@9>iqv2#l3TGTUm#7ev3mW0?6s7{4S{b;WFTsw3xTHnZZC)Ss=Akw42R zjmJ%r&o#}f7rmuBB{F=p!eBA^xmM3Amnueovv8$riF!^$t$VQik2{;QOa?y&Ubvy$ z&|6wVg}-a>#+`P2p>&MeGGZ7R!l!D+cE44@nCi8qA^486N>YYqiX?ioV%*^(N8> zs-o}Z4&nBty`tY9 zl#|@Kp01S}&g^+jPg600t?j{Wn=#KE12r2-wX`Th71Q9XiK&EuEAAKrJ?>lVTb9=h z_7zoZh($m?5w6}H_`lua@!oiA;@g*Z>c|DNWd(oIvbNZ>r97Y!I#i1=jbvHUb0suA zJo}{m9uFdY_x@B*ivJq6J7xW$EFi3XkpiuJ1!uuk*>`_ay9e9^={9n1a9Q4xwFU^U zWcbr1=XxK9U-uQuD)sj~T~J$sl%jqFu-|c3G9P^e-cYr*MYBEN^}?RM8tK~^^1B!6EZMapaXtzY(`-A_wVFkD z{jq8!+0oU?=}z^4X3_`E`WOx-L*}~F<@BnHrSC z@Ro}OvQ7GkW0l?Gg_`#o{LAz+I|B5Yb?uLYEymY+e;Hx4LbfAswIhfg>%AQQA!EDRr zTVlp4DjiggrsqeUdiM`4<3-37%C);2{?*6j=RKL+*ErT3vmp&bf~oVQ z;P<`oyC^>I^R&g5{+g_YU|qL7ATSK1%N!~wogte7?^CT1!0;r+MXDth)m#1o0r;kz zY?r>#rkKTQuO$FtfTLnxvcEEmry*@&&H4`p(ih^JSkBKsP^JHAe3>DWvzl2T&38*$ zfRKLRpdIB9(9s7fdi@MW_#j8}`zM?sD3yBM@I%p8_S@*5p2w5qX09dpOk$ zcm}8#iPOr|K2te%rwaM?(42bm0c%e|FQm76&Pl$V^x=H}dV@6aw5X$>mzci!BX|{ClfJtimP}(bczc;gM7~23%_wu>WP?c@L|0eU}Qu&!mM_4xh&~H z=Qq}PvVo$Q?vrbAg`%D(0oWZmF@U&om`ltr0AdHO)2}QBzzd@T({1p!&H7P>t7Cel zt2xSq{Cr)pj%$nOgGYy1sV-aJ6PkNAz5{6%P*5HZnTEj%&oh z3QGLuci_|K@)8u})sH z4DDRzX#Nfa&w(S@X4Gv39AM})pMOk(CFT%EMkKP57oswsj8b~)d>FyI_GRL7Q-YW{sT zWJ(CNh$dFSlkLmDN{3823RHLn6A$1%TZ^~q*bqC_@bHZPh^_Mc|4D3_Tj!Wql~b6r8U{{!>Be&emWK$d7t0-QZmccG7oBi1=ww zs^yAjPoB`eKLh68ILCCG>o5PoTK&!IKW5dsE$GS4Z7yI_F z@G}>`iE*+8VtE`R@Wf&1I*J>O;G&O|qmYG!`LHNHy{&MSE#6DjON z&XmrU%Wpr}Jni#whDYaYQD3rQpPpC$Q^hd%XfJB`x%^JnmhMpVzuHA1)&SMPqY-?Q z9MDAWYTE8g$9)q%DW|Ba%~Zw56vebB0b-yS@5CiJrzpX5-P_2Sw%wmE$-=hN_cz`h z&)kpoy$)HF3rv0j?^bz4UTjmU&~4n#T%L8rIl|!tZcj+o&835H-!Cv~jj>97kPt}B z2>@tyD$KV0-rJBLJiJFQCvnZcTA5m0C2DH4VWR1>5CgkfOwiZ6|$JReYSYmnZ(+FDVzacpI|rd1(N8Sf2nd&eZ7f)z|%yDq4s4NC;9DG@X4tb7#ChIro_8&UtqpdDW; zbC2@xZz{t9G7YqMPOCvejuDFAUHrwRwUR~8EG15gB>F}@tkRvZAwgpvpNI&F%rbaq zM;sgSpnocCbW&1YF7aozHdYpOns$%AJ@ta}JTv_ewcG_(axE*t%RKvdChN%6EVjV! zuenY0`VFGPy`%HE+zT>PQ2TRqSaIsBliZ6QWF`KEjyBr-_2TIpsSZ6QsD*GJYVP67 zLD@As@)VqA@Xf9|W~OA&ckSblsJz40s6nDPek5k|MBo>@E(to%P5-Kezb4H;49?N_ zp%deegtoZuH@y)Y* z7oh3Q+~04I-7QMtH&xL`#v$@H!`yKnUxo_WjBqo5xj5QmH_Dxw`)0D_o+YvdiIgj^ zxi0YOir}NFH^#1pcsFm%wu$KbD@XnW-x)s@P0H5HwtD zcsCT8jCg)Hfz*U1oc}b+wEMps^Kak%L;9w=L}x?v)WBbr{^s)NzkL*#dhsE@f0=U@ z#+>cz?DwWz0U@;_CZ)hKqGS^x3D7pKn+T~L-tspGlPnWCjFNgv8+fH`a0jw%0&a+w|zpWJ2 z=?)73Ih0hUq@1cY_H`6ksPlhO_MK5pwB6bP={3~QA#?;n5$Q!jQE7?@M0ybgrG?&m z?>s0Slp>(?B7`Enh;#u#2rV?FL+JGzpXYtgIq$d5kMCP6u;$91xiiU{+4r7nUwhx{ zUL?Y~Jkq&qmm-$cW(~rQi#L^dFUc=QzBOK)-148LBaDhi;T@(`1MdZ9L8sep62-y* zv+R^!luUejtl%~5E=cNCrTB#*{OIEGD3)4II_qc0zhbcPFR|pZXO2o_NMg*c-swr% zl|#}HE*BZ|E%qQ$M=!rKM*F1ppPF&I>qN}lLDH~}YN{S^{;7w?GzShYx|%qi3LUni zfro1XL`E-Rt?~?#4?s9TQ1&8{(h5xh-LY7bu*@7^C+>=P+qT!aOk?a$sN1SZ^ng0kj__bEE>G3BV& zMEBm*5`Ql7AYJ6OZMKA?Ure4l)W0SK?}6L(qTnTu-Dxtm1juyV*?!OJ-)fI6MWGhq zVQ#kvt&8)qo=?N0q@QvxZ1dj|`U?V`H$HNxUj)8LPD6;J$?sN`&-O{6WY>RBo8!N* zn_^SHIdGf_G|^@HdT2ZId{oF(OBLchd}e7NMJ9fnC3b%tIR zZJUJDy@Qje5ZE~{c*ZduTt1}oXI-+lP9~AM&^m>`tCL1%Y8A*W7)u_V-vaD zJ(Be4JJrMOV}C-2Zqn1;QwAg!D&eXb%AV5;s!qe z_WlMMaU1-Kp9;E55-|T*9N__D$8F1I>ERbV__7}hx(gGiQ)ItsZSdduSTOisK11uWAF@Oaa;6HZz zkJ0{R`LAPu&ndx%^5How&3VO*OEbsx$;XRhC5BD9^xpNES%*#!GH}0)wtFY= zt6Z)!6EZ`dSeZP?KtgSL!{0Fc8}I;t5%T1P$%E+sU&}wE{c8XK{J#xA1n$AKCwfD9 z*23Rp0B2$LAj2DK1Az2@gMV3Gm_3O8FUx;`e~$Uz2KZlg`;VdjH}D_F{C|NzXYlt~ z6Fn3SOpkIkU%KyF$fGlw|nqs zt>JQKj`m#?($~|A>|Ix$-$!6KNmgAkQ3K#d%9lSAmAV7djHSN52>wFGy!n|YersOD zdtCTo9{mm7ss8?zikn+9wycSL7aI9EjFvAK6nGc}ihQr#rTQi4rb0|*boeH;!MYR^ z$P?hWH}>9XeGh2!+OuyAM^E*>xs~BDtnB=qb}#`VJp0tO`bH?3Ez29beO1{ma&e&I zRwsh(O-%776YwMBK*Vv(T_i?fl`l{9_5?~#qrF+p@S`6pEp@PeAAc*hP#3ss)Muwe zHNCJ^Q>g;lS;r>TGAO>)3bYtohqhUcO+oSK3k=pvCPlaSYzZuOnY-3Hn@8yv(8E#< zrYw>qUGoj?rt#xzU|Cqg&-gU@%5mQ+P4u*?i?yqHC{4pj@};kuWMp|~)oY9ISIQ%l z+j)~)uWc^h-aUKGH0lv>B%g~Im#+pnlSF7Pk`&Y`Ri3M%m)7-zV$RE^|IJ6j|5?H$a$ zChC1x1R+lJ3iHVtlqlM)o;~k#fgr1-{d3 zQ`$Z#>hmf6bI-&>dOm?H=o&=t5%NuURz;eZ!LfLLiO6iP;#1Xbcz6U(E)Y?uV=w&s zTlH1DX%PHhle6Hs%7U< zHBq-$iE?15CWqETF@F08EpnGdNuxhzX{;7#sdY=d-pG8{E1C6+5nkd8f38#{JvLsl z*0BF#fjA_`4BfrsL;_p_;sOzZGOx5^p>BoHqssj1Mi;h8|v!!t>kpka9lsJRtQfG80H?Ji- z!VEVuaS>>C_gKQ`b0&$Kk{NHC$p(0n2bMV|VakFOdW^0uZ3SxG=%Lb7-bX^0Ew5CZ z#fA>zc-!JmmOek@jMNv|^p66vYi2S2`LU@|UZBP%l#Zb4gCaACN@t>*vPItDKy%22 z5S{ur%&KXJ>DL$@RcL5tFsaT=HDzN=82)J^R{^eBA!-Ny90K4vFTI&#ZtZurH zY`@&wt$a_s{ZP!Dot+)>`Qqb#=fYxm8M|hdd80H` zu8p0ujh*-J7qG$EMrkk=7O7v(h@oX+uD%PcugB}F)Qh3ngi>#|+yA)8&P9ROwgJ9t zrLE&!o!E$KpcGnnEw~5azoFy2Q7e=T|4s_o91DUxaL}o4;xTAIdFsWQTYpA*nwSs2 zs2XkV%=0)G+B>6gK3rdj}l2IKw5 zb-rWRV)S@~b!>_4XOx7@hu5F39d|T3K-P|F;P>EQ6gEDVTDHwr?)A5Q;7RgP!U8%! zm*wU69A4S+off>&a3W=66QlWSDHYjRr9k!4mmtR$9g3KaT?}|a>pkDL8 zb13BpyozrHA5kE+xZtBj@9BOB!&`Vcd+zXTV8pK#z02Z3I6Ak4>hk{wsVg@w2Dj}2 zH_5~~>MUjTrm6G-JQNW6_ax`qsp>{7L!~8sT26&oH5pRpm_e%guqDH-!Q-U!(#GHff@(i)?Bihbi#qh zuz|xKg~Flsqxo?SnMI%y>Pll(U? z`3E<_t9RQhb=`;95l_u-S;)L{k2{aRQ9hj?&N1DT+31W6%L;O-{Vv z3o+S1TV3xVAeJ-3s*n!625tQz>ZSpr&JwGlRa^$1Je!d*u*8z0x=6AX+RHi#O1fdy z(18KRq|gD*6!yX<6o0EWrC>F*v{YclptEY{HZw; zClz^Vh$chq$rr6y`{5U^Q`6Ze)>G41C3Awo(zU?wH3x{H^g| zK{&Ksqjx;Y3aOj!)l&f=^lTaJ{EKJ?4P?zfFCj7S+envywyKFSk z&3&o|J7UQwU$Wqyl1Z73oy8nrJLroOSr+Lo+}O|6wZ+cz&b4c=^gODh9&fM87ng5m z&V|>%?o{b}{qBbj`kR-@N1CIO6%=1c(X@4;o6lzFj_&;&bVc5bVpwraLY5ajoTiqu zDGy+MP!te>B20K2o;0)YX+@J;G=@E)ZP;pVjfk>}(tK?=9fTE&%VX$K6DvZ@x5)I3 zXaBO%`Hd+)6#I(v)Xl^us+glS3)Q*fm^2QC7><~d-RedcA@;&1nw+?kWuRF$-B zEQ07D0$iwls#Nzu#It$u0P~gqel=%OExwml>4SM0o+oZP(EL*u1_U_~?hY;@%Atr# zjWHqKv6UQDz6BDw(NradAyX9A{L+ocRfQZkT2eVAm)^FV4V;Mm=28>%Yr+n28>+-Y@By#_awSG-x}_| zBrWd*$%*&e`plbnGT{k&OJ@L1h^G*?PKHqa*ft`@V~LoyMW1NKzSRT?#8wSjbLfPm zvUXOor#T~gdE}Fk*y67!C*@hZKB*DA?RT z`h{PL(tXr=Zw6=fWwhsKh}#b_zEt8Hk3k6?F|SDNWDkh2Bz z@6GhMALmX|2|q=glKWdd-*-Uw(5Pm4oZ%T+dxW#XIWsW)KX~vC*d@#ILP+bnGu8cU z1`lD)92jN{{frId0Vh{j)qTd`IJ;C7*%a1bLPfMDj_R!G;6~?5?A;*KxgI79YmaII z=yf9V$2=Hc-1(-?d1=S|TMku@29*1S0>H6KH#R$l&5ex{afhW$cA=aUXt{2XBP?IT z1#4pA;02lR2d#5Q5#OYynM&h811;j`kEgLuCbWfJKhm_&F280n$j{2MKS4mL7qku9 zbHE#gYGL_0YQk|AVO}7$m^A$fo99>lw{Ovnhyp7~YN&i8dd?qA#+8(ZCw@NbpHZ^7 zW`1Im{}*%N$1d9q+Ii>8NGzmei$K{EzntP+iz`XogtF)J*k*&j68~2wc#g+M3KD8l z=uU`f`K`;K77b;}TMpS3Zc7OgRE=)X#s=$vjiT{5rJBv)>DyV-l8n7%yCj^>)Z&>T zI|Q>-7g_5j1ag#3?UHtZM})t+s>|D1DV(F`>G0B!t>R`+-1LRy9M6mKD@B*UbvVD8yc(5T!ko?8^c7eHaZ0SU zYMn6mv+kt}-M4=I)`}@@yqEJ=txMNB=*FAT+o$SN678DP?~#^MD`MCkLg`ZEL@MSZp%ceWdpzQs6FA=gWr7fQ42>lU4O5&A+)D5-$QzUwdQ+b*-Z z$of&IuDncvyhp#R+>=9=`=vxgs=d9j)-x&0vAI^eHDok;AdzZzckHA-g9We}z=`qJ zdqQ4#&xKm58-^RYmiL~BEk0%?xs@N8jv1(Gk4~|`w&ErPzT_n9>+dnJ$@hZy z_F5>YKf_(@HK$M1OuHg`|Te+1!h*liH)Rxm;0ghxWI^%Q+=$H*`4Uf zANbBLx)PS5HAv<+rqerHKuB&vZQ9cNq~&gHF%JFDw|-x=9(6qqy`Zzptv>VV^^i3> zl=Z)p<0Mr%K9&#iVz5X))xs(cZ~b9iMlxO=@EQCVvV%0t9kn{lQg*SPnP+ zO5I?VVO%Nu=(j#3@o+;v)y&_SvZmFl!Fgx<%%}uRRT$I2*45bXGKbO{VZ~rY<@9OM z@Il6k8;^*`M_P@WR&Ti+8{c`btEOS*|f;OP*hM_o~dQC>@YLDF&6BQ7!qRTmGczNoj|J59A55XQ}@4d=>*f z2f|&zI%W}XF^hXc4m=2ObJgYu&R&I*Qmp;dyA;KR!z;|9zB6N5l|eH+ zYwM6dRK8KDsG6=ab{UaBhd*#H*)mGpVvBUbtD$$b&YR z3QPK`=>yaJKxFiBk4+PV%W7wJ7rucz6vb!QVERB?dZ*K23zNUI0C}bIcEaK$pK-B2 zJUb2Sa!@dpGJ9^C8YgdEJMQk9AQ)yqRO~s$!$mhNd5SdTd#9C}|vPX;UG9sOm)b66s`iA1ep z3hp#d;yn=~Vk4dgJLxq;ANT9y3RumP$#DKADz&{RpB`cA&rr7PBlk$HiNFkdv%QP9 z))1jGx7|l2X>WIM$Td=KH1{2ECr6a81ebm5vFjm!Vq>4=ooPT!`2H0Wrf2-Y-7wLJ zkI7zbQZxq3!Q0H8B;?lNMOE-|MBY!ls^on#l|gIhXILxyCcUIb^q#sfGP#_(ba`nA z8NE1!Y67iQCL!OxrwfO1hDyM8g2|Q-C{i4lq?9z4>F?X2Em7dg&PPf!!?R<@u2M5P z50!ZLE^n09%dztntPLItA{)IoiV$9h^l?T0)%E^yWfh`Uzu-*D?*wwn>}_u`nNN;5 z9SVPyzS9h5;$uaCn$4fDZ*vBl+0fJl>kFo&=m=FdN!u;w`?KwEZLb{MMz;2a<4bmb zSGR~(h+nEsU8k=@a|pM##lEYV3LmwYf?NDm@t)5G(#_I1cO?4qd)h~ZvH6htk?o%bw}n;6GSPkO|=Q~LPW6c?H%W;|*mzxC}`8CXd_Qws9Cgj@Miiy5;*I0Fr3 zj)TF@)aL^jDa0TyS|aZ*m$W?zBETz+V|Crnu;tKN<)>FJR!`+)LcDF%cyp;Kutu-Z zmf8KqS&7_{Sc2J~I6n`p={t#M)nM!4bPepysFlI(#emKV(C-#dVeEP0@PJYiKhU{C zrCmokmc6QaFTB;bG^fFS%EfISQ63AY=)`Ru!`{Y`lipf^BTR^-(zb=4U%07KPIXlr zgHYwx9?X)O%^60JFB7s(AAYFueI921=sthHJXZ2mj;HQsezXxpVS-2)lI~0^E*rUu zOA4*xr;x)FqO>a{0_t>fYumkOZ{NWuG_erCO9g}|gK%P2^HZPcqq{+G?rUtUQOs7% z$n>r33RrlTv@P*ZRN&#lZM8=|hH(Q^Xxj#3%qe*)A~91c(VKZ*WF@kmjDl6hdL46_ zBmv)4V+un^mATn8@ZxSe35i-V#4`7qe!;a^cr+ZbaSyb$Sar$x48zzcc$-MLfjE{u zk|!bb!SoMmG(F$y{3;5j9Q$Qp?qdm7T`la^)?{3)@7?9h5PUx@MY0@QrRQ^{QN=Ld zSN`21waCc#J?fT;*ExK_+XkmJT5dbpUMGQa2UU?FtPfAXp~QZ4WX;CL+GZ}u2#1ha zMQMj-QBup}6MEDcM>w!}B;r(Vo0fTuq;`)1PjF#Y^2mEGNB4U!sWSpDp0~m4s4R3g4Z@dd?3pAp=>i z*_dAny)3wk0?$nv7V|@5^W(llJee*w4c@EKfjo&Em@QdaXuI`LGyAgRbp#lp`o8CF zwNJvNKP2`C1WDqT?|E=_<1?=Lg*k`i52~jn8Gpc8^H>$*ql|*1v=e2#@zUj>mS%Kf zjoSfnwOjx{!mO670uq5P+n^BHv3=7r_XecS#oQc2G9#%0mL>2$4MMEz3^tV3@GzDU zcDjWQ6Y^PyOAfmo(*i20aIi5$b@c3w7;^%Mxf(!k zfJh}hl0&=)|1VDNH@w`3>0E?Cv6`HbV5AOC3!XEhf?4P2)KIzc+-(=(PGC}fjm_S0 z`okfjUK*_te3ZoR>ueOT{sk~28<=1E>-Q_Q!akTa;0izC$S2yVda9)?IP6Ajt=o%u zL*y`VLK^$w1_#jTbv_hHek+K5b$kESCp(>aT0SQdE{S+5qqQI*xb9+_aKMd9dxl=XPzy^mJQg&pBlf00@u zjt`UUmf^O4?^Ly`<**eozv}k-q~44CGxVav&^meK7A1% zm7D@i+`Hv!w8oP0g|>c+Vm1nwQ&)Q$gq&Jyy49C-Gq`1If)4VST_1NeeUH-) z(dAm=`om4Yi!FVrcpa3 z(IM07)%c1^7Vo>C5t+l9mA$ylij9_Wj>odne zxU=RW;O4PLM_PtUMgn6FHZhKZ@6V%s8;@GGr)haQw>xo{U$lk&tV}4_oje;Tk)>GB zXP+kh)c!k$Bv-D?RwBvR9Lg*C*YC1eD8=(dT0*f?fj|UH@RP#8lcnMy0!i+(vn;*fS>oeA%A24Y8LH&K8FsR3|FpF!Bc|Ip zc-`!werrqCcZLh!sS+$M(tJ_u3YcJOU+b*WcAh0Hc7VKq4qngWN|_gyh=51Y)K9<~ z!;I55#%)o*pBAxO$-a#S@lDN{lB?OO*gj)woV1Bz{*i0Cu4>B%QHyq!5A&a1)eKsq zg1@pxE+#H(*v9{UrtN%b^Ya-Y)LGHviek~qa1V?TVg4#hL^T6T^$ZjidCWTE1jC)& z2POC}qZIJE=IqU)fKDx0Lu_`abSr;vWXI}|j1Kb9BZmSf7vAem3cHQs|Hki+JgEts zBPlZ?T%^cz;EEGWkMP=?)XsCzlfKxmp(8ig%4VFWle_m5o_%dvs{&jVB!O~plNQTi zQzAmaZ}x7)jrvR$j+Guq6jb5PeZaZlt_=@WEJE|a#cor3f3i98oFmYnw4{A;6QSXr ziVtugZ|q) z>-hXn?;JR_#9_fz54MW^!=+qT*SB9^~OV+#y(*uRJ;XKh?s8bMi7 zN&YYAobksw)7gQ5+N1CkGfol2+T>HrRenrpcsp5qvJlIGkDrk~4{OCX-Px7sJPk5I>$t4h$A z_W2|YpIyEQ1GX6k;6)TJHG=vuDz(Pk}Gktx}m)eo;G~L$sUDV!<;-Y^K zcjgfYGuY{m-#4d_Gu+->OrzTe*RJ9si^L}SdF*mcdPb= zYLExAS$3>$i4{pZ8)hZ%U?X+DVB za$Rq*rtH{HYs@SWCwzc%RAz>Qd1z|^p@;yt7;~{HkjXvOC0R9@>tu}c0Q5k_Q@W@O zfjGZ6pzDCcst6H0>Ba$bbkFP&Q&1$8$*T21ZCxxo5pY>(g4XFG(%ar1+`c6*y(i2@ zEa#wwBC5bL4*e-Ad3Tqwb8L_wN1m(-Rp3g(oHZ_wf=FdGqEZYOB64{&ahz%HI~B7L z@2!l~pU2?L@hcOh|AI@El3MGUPB)NT`;?*Z2Nno|{NLSN9G!a3fSV!xo{!`U1;f2d zw<5eq8dotcG?c$@?^E1fdbYK@OT3M#TQDQKc*^#`fi`VMl+cO9A!}{XUx5x`_IA|e zWi5T+%vRa$Ji1Ty-K+{Q3VGNq`%cQPFm?|NRh3^B?ND3YGFs`q!UM`GcI9kKB`Z)B zJE?ScSzzlpYhofR?fcMuGk>+PUSXchX0SU8 zn_s%QxdtCQy$iJoXx}h9A!KD0ySIE|?4@X$zH?o3&&>sQNxJdHjvGbZs^`$~DA{=J zjo+3>1i>h5*cly;PqlE4J;@$$h{}TIcGCFbj6cdIhWNX5sL?34AZa_Lo1wXcRF~n@ z0y`g0Wxa)J@7`;^BEiX?)&}}Z1#V5yTUe#X17uo}C>*#rsoTB7p=*@YE#E+{3d6=N z1|F|or}wU?xbd5sJ4QPlE0fX<{)j=#%}vLe~c(QC=@ctuL&9i3x#%N%;- ze^Mhcoi0zV9%M{nu_XM)nWNM-R==`A$&p(@mG8Hu(L>5H&CJmvFfwNHLzVK;)xDQz ze2ZgK1J%;2?@l`em&SJAduZ{LEo0i3#oKuiVp>&J>(QWr2BOvNYxPYQ)i(CJ;sKVF`W~5SbM1F_C-=`c z(X0JL%8R_b+x^c@{qkPuAoFmNbfTJ-2QwZBH%FTEzMcTYH0d|jXmXq2Ll zD=u&Au*6mav8rwZl+Dk3;HwvsvCkLF6gM3rm}lDQ)nE*gQl2HJ>FD_p*0lWy1ac0n zfZ0+Gx$iW{^e6(+bl7`sW#hF2$n}$S6(&qTTw3D8KA+I>pZIUO=0dt z5O^UMTi~NHS6@rG=IpRRFLL$@T_G>~9cK|H-{6B!%jD2i-wt7v znolCxxBWDgtT@W+=_QzkFh$lr;~9KGzVljfrb<}1Br&RIZRl?yG7H#RasZKM1gBjS zGl*T_Sf*|VUYt6js@aQUKtl*WPZ%Z;iJgXS)z-BrZ_sts_gE?wZII2TbOo%aA)=&& zNdvFJQqshmfN-PyHIXwTPy%Ew2NAU*mEdfCPu}V&XQ8ROFUurhp&8VNX&j?pUX&zQ!U1%x2`Gk3b=%rtGYP#Kwxy-W+utfBaISJa$44U5wyFNl`ESi6SB zQu&<}RXNH@5(cH=n6XF$C6b+8-%9ZS-L;6XmbGh8H2Bj$WhkAa>uH{YR<1;V#v)*K zdzyu+hn7hqo?u8I2m<`{sm^_CL{-jx8fY!|*kZ(8$J-t#a-2tg`I}c>_EiRNzm{XW zo;@u%KliTT49_d3$GcYB6Dy0!*C{i7NC=1h?-?Y)FPT z2_pq2Fln7Aygd|NmDeiy{K?5}JFn@PAN;Y&~le?P}&xP3K)!X7WpevPF1VX$L*jdOf1MgUrw6=}9Saqq zxp|!gAWH3>oXtB1U3Hz6LqxvpRte)-qT-S?O*V8p7tsB|V1<#cLwU+Eti09;_FrHe zE3Z0&6;&8f0W1LcZws*7|7`(wqpG&FCT=L(v5WE^EF8?y6UGPT!LR2r2UX6#Q5EZ! zO}UZ3eb|aNz5g5JZ^}Hr@c9{}$FU$Ja#mYbLppOtfm>BX^Kzs$EK<*AI1o9|DEBnX z)`uj;Ln9<7|fm`x;dp@}1*Ua~56QS?d%V%8`Hd#!*;5pEI@@RX@IbGO; zdy9&ha0eP>?XtN0g;a8FkIaN82%_Ybh!e`AfeZ|gkiApo3%`iE1#PFx+70K%n%{%?O?_RU) z330PnU!u21&~lH+{40Rhf<=o5bk8C|E&?X9M=t2tV*%|>> z7ekZ3$zj16?x+~!2X|w|8!%SyjUAAl&${1ch5w?})FkmlE(?&*u$a(lmpo2q_EE~k zfm{iY%y{hClbl$m+q*?wMS<&pTDwWKlO^0<$1aLg+$@31K`u&KN5v#N){$?waF|vi?0uOu)iV>lo9QFU5tn#$Vt8v&4zvaq*BU zt)6X?v}R&viRfM34kZU(PO}E6V+c@)??=2)l%d|21c|Fp45G=JWfiEOWz;Wf2|Tsfd8DB;6r5Jo-nD<8IKYJ6=|kcMC8^+W z@AyfK)YpHU6%j2N6~EV;iLg_O^T9nX)e~zPc&fwbOTOqPgLOucsru%=h zsICVo6;=thi%?h?2btFezOGeV)O6U4MjhGa8@1a{`T?2$NpFV8Y?mT3nl*xl-^Nuq?>VeebZ`PJCKUc z{?fU1!Q-!^NJ-0uNG#o~Ms|^bx|HB4v4HF0tC(__>v%%!!n;s8QwNCv&n>isr4{j_ z_rA(i6GLMAZqAE%>Fce&g=oUG{cIC^%`NP}L*n$&o6jhkYG?i#>Rw-@$ewOkfJAj7 z=OMOnGfkB4YBdN?NSUK_S#~Ubd1iMOEY;%KY=ZLuvq}M*-dGvo={3qpn)H`}@7)Sn ziEj%YpJ;v@gF5y7cABYxy7Pkzzbj=I+faMpX|?2jlJ?To=lTs!uAfqjx#bldUEcOw zuvNgt?J{lhvI26H>jm|X4R=BJbGpH^@~f*&NwvAu3ez7JaHU#LbgY=SWA-sV24@- zC@8k}$c(pkrWZ5hlSt2Biu$)%EKRB0i;U^(VKb+^T42BBVRH_wH;G^=wtOzcR%OXn z)l9wVC)h2z=2bZT8#*}Kf>&M*uO+r9$Q&=zIpwGxv}y8E6x3Q1Fd(t8L<6;TDQqIh z-@;Tcz5y*WFa}>^l>`r1cO0uSDM1Sm$$9UE%LnV5NIz6jZS-p>^CSJ|%S{>Dg_L^I zI(96@K*o0M(cz_z{$-9do->n$<-B+t8vb=il|;M=MDIe%)$sSjRdsj)S+$IgUV5HD zT|kT+x7yS5eHp0|cF~RFrX$Q_jVDDrVSVcZPoGQ-X5FMm?`xvfM6>jV@NNzfv^3|VtTIu~oD_@4#hiO=Clizf=AOgGCG5PFgH=uV> z+5*p_>;rl_U(`OKRem~;i~4h8K7cmtCY>x~J)r0~Sm~Jk7GBV)4-p9|F}$~?I*{|* zCmccH?yHZ+R*3st(pjJR4m`}uR6%rla&ub>4lGP^l)dHAU4}XyLUnFhoIh%6@AH=Z zB&!}BG}P_N+gcx^TrruD?OA%K9$P$}Xo%k(WGZ_TCipB(=lwlR6Robou-+ci-^jav zV<IN!Y#%Ga&1>3@U!cb~4uIAi2v*v$0nj?^@-J#vHQ)`L}9+Ia?;oGVY$hLTp`L zBB;F>7Te`A;q&c%S0V`G7U?J)>smZpjG{>B3-HR$S~Br-4RzZ2lafU-xLEwANRV}k zYcdyq|4_>+SZ)2A7sOy6%(t!!WLeuAko1mumht0?8mlUAzC{YWrPRI6Ui4H^>!V-P zlQZy#1E|Jo*Z(lEN#Hi4v>kw_|AHsiLMyb)Inld$1{l%L;-8+OAIslf?ZEkH7u9oh zRq{ruv}ZB5zu=U0F%_ukRqCbg#$q-k7fM6J50J1o=2mhBG<8t!>hEAznhX9Xlw$%p zhyA{=#QIjb*lk@;3Z@C-k&1-|=vpqeVCPaOI<4(Z-Hv>MZu$K=8N^(gAyt|DWlPiW zm$&x?WZvJ6u|rR>U3PAYcrs7rygNDbKjJHw<5O&NZe$N%4?}FZ9lYEtcyQIiu9DtS znMIK57b$Q?p?kn;wTEM?;Dxm6|Gj{QN!HV1|*raNbr=sOP&e6UAz5Zn$BTq}r zsZVKp{x4Crv6qeHY|+t-A(A}-T9$%q;C2jw_rxa9wxl}MYio^1$IeXtLB?9W_nSpr ziyfAA9*mZ^>jI#L7wmZDI}$07MRfRbx#O2TuiHFuHyMqomT@vCj@UpR4gIpywQG%F1eTs|KQg=*Tg|%6vEvz8BVU86+yfY z^M5*-dm%MH4sw3$={1t(UGCY*VuFI-q*kC1Nf6bj8{j ztpC~a(<_yylMyAK$o2G@t=#DCHss>?RWX%t7QJNY3R)?r4`NRJ1&FsP_lq_Jw+J?$ zbq$K&noBwxFTdTbo+b*nktm^GpiIswh1!o2Rgaj9%=drOQF)US!2p8v{ct$)(clw4 zCDYyWesTKta1-dLIX%b|_f1^Ahc)5o&Fg4*kujfZD=97}o;B$qoF4lWZ zy#m7y*4q2^OJZr};(yO?pMhxT{0d6D)u%)~5lGmN6_f5wi5%)^!!G8UthwOTp0~KD zzdPaxEt>`?KlgK`i%DY}uYd7;R|C<&A8_E2!0aqf*0(I#t?k@FzT`-)-YxkZOsbFz zh=cidpv~1FkZ?n-Xc;y2M5t?DoFz8itkYuK%q$9lCXo{ftVhT}b%07aRhnWu zzKRaPN@8%F5ukH% zBz^36ifBFcDDvp6nRvsfGSiY~B@Ap2BF*LiKJ+tAd-F#*GNcPE6Lt7$U(<=Ng1DTR zzh1zgA#D1OG}$q6(*|M7#DJ8?r_n5fiKzIw!fMF&7Tb9$vTg^=O@Pzv$OAHdfXB|L zCF^-l`o1ALGuMK&koVRk+Aj_Gu?GD61|@VMlH@cz27G?u;>vkB+VZYqFyx2CSUzo! z1$tb+1zg0heN;1)LPf~$Yk5}A%d4jT^PK1g@(mO_S#rrPKEMb~Ma}_vW`j5b+yHG)fwBymPu#VGSO6^4lxJSES#k^b8 zbWW|QDa*|r@_QqIbMK6> zP!>2;`U3nk&NjF-OAlD+J85e3uL5hn4m%@si{fqEVHPC~T-kJrGZVHPZeqvThUgC| z++zpb2A;?{_a)CQ80&NIHKxtp4~=JIzHe;Z04LC@Wf@H{orntK4_Scz$is*^M#%VWMb@xWI_*d69xkwkjg_QrjoyF94$9bLrcoG1&SKhmp&LAu=h zauZ(po?!1J84_Yb)aPr0-e)uX^L>gDInIcP5*6mk6ZxC~!kQ<`Yo5PRDx(MG7h%l- zxe;#1bCkkm?w8szFBYzrKtrv!s#rdslhO^fUfha}Sje&5HE!2wwf0|PH70kx*nb3S zxK*G74gH0n+`+_vJ1j-=>c{pZw_e?=`r@0!Y+?1tMXu73(uK?9a8a&-uMvu|jN<$8 z`Pf}_np=uVcKl*FY3`Buf2=m8UfixjB2oeYtOg*V=?0E zb={MnN!5ad2-@Cw4)BHuIs)oia@!uiUBay4oV&c5nIf=rYf?PpUX|T@($F zRF%Po4V#M5>qt`O38!lBt6YTO`3XK_i3By3tLC)1CtG=(Jo|UHc;gthkfjG5RnrN( z#&P64TpOvKEW6(xa4chvKT$5t9@;$@V}=}vziJ^Hi1kG@$53z0!wOWpEu(sdn5U?} zHauGt*4d~?kS~4NBFx8Xt&VWKgw6IO{}Ov%Ur79tznk-MIP)dvR)_vU(X=j1eJ87u}FWqKRzPmvxK3@kl&q$p(7UmTEBMi5uyn zBZZQ2r)xhDITBGNuJ}rYA(?wojBWWvGG2OL9XxKa;7SAcB3h#9Oe6PF<-XMw1*9q( zaZe<5ulRL1a8nJ|ihqts-luKXeB)>$k1MU^Xlr89+e{Y!hS0QAoBhNgsDuwmEhsz>V!1g~-lz0d^B`yt|^5K*(LviD@|Ruew`@7d?U z*`YZu(lyRXt4E#`9*Uor*1RoTT`i}1EiM-8wmXHknpj2Sx9Cy*;aM0r&kEumI-%2k zZ`$@`OA)K_gU(MEC2p@;zOY!F>i(Kg^_6j+XAf7|HhJEixK?2QD^3np-2~OzbrgZb zH>9bU&_a6B2@umCy|I(p)+KAP)+WiS1mg7#j-8o>9-rI--*DqxC<1*m7GzzRP0*mj zQqmbwmb4`V|4WFJcA)8*)Ryu6)R&G)*Q?qR6ActVV&vT+|1hpA5q=kvnD_6B-eL}& zojb=<4(I=eu(yDV^4b1?7naVY8n>R#H$vq(eZuyFp4?=@M2z8b!LqrKOS1 z1?iA(d{?z&rzRD*%HWi;h%bg$XW>ru4oh}YcR#lIe&MltWW(4zgc;ld+iFzJ zOxG6mxlDADhjUp4tVp%`M|J)prL!7zc&MB zFWlj%i{LTWH$9XsS}i}7>#j{WI5tg>ZM()-wOk}#C+%(O!;X}2j|AtH6Tk9}LJOMT zxeE!F;BmnUuZn6si!({d6DFoo2Jx~cd?R(ERD4xc&r>DP2#ZbK=*#T%PqUkS;~X)a zx_RSAR%I$yt!NSCQBO;B!u{AygicQX)Vhw~orVc%ufF@W-*<#lMTCtD)wZF<`YvIJ z{>#a-AfdNj-GRweP+#BhO2_w4aD0N)Y`1 zzUF;V%=0~J{ygSuVK{Hl5I_H7ac4?%L72I@*>8WX%k`cqzr4Yw!tsvrM|U%&@%%`; z%*{taTI=(V*K7z-%F2TcVncGji5Ve;l2V4Y44%u4aa8aR$w2~eL%&U5nIH*x-619I z$xNVJ{K68AwtYzIO-q7q2Y!e)^$0vk@aOV{sbn9PYb#kbHu`Rh#fspG#*lSxIH+4= zM)WI$q4U1#A*|OrS+rl=dtwW$nCv<8{gSPXRopn{n1M%tbJ}Fgnv!VmlR<3=;($$C z<5ZI|V0lf4q+*UgF8IX@nhZ}R9c5O~#~4++e4MXiGpRzNJw$w_vfS_5caQza1t)>{ z`)`jL;B&ebyPXCua&7_h5FI8`}74q!Od!uHCrrR53Xp~a6J9l_3Y&nM?k=b z@yA2$ZVV|{Pq*(9FvU9wDa_$BGotaA3!-wMbJsXEF-YN)Yu3TnDu$S^^-m^pu78I6 zySX7YWbe)f|i5B*ZMT7)uLbBR`3J9vns$#N9$DCdx(8-V`>1S6*Xa<>^eut3n+d z@~rJ;U~?T5%fvd*WYP{w)T&R=6URc)em7Q+(F(n`EQ~Q*zscv$+EZem0XESTBw<2M z_c*&uQxy8qGXxsoD_F3)BxvPFW|6_RUfl!dY_?gBOCq0`n)? z!1J~FOYsl)BK(pWvyopnu)Men>ElhD+uLsX=H!$_mJ+Wwo8owl90Uhz(~cTEeHjrQ zU1y*VSJfA3EW(S(Q-yH4mf2vLtM)Ip?u<5Hn4o;ABtEP{(&> zX}YhltF}=kWtuXKvyj_#%TavZFcmd%c4C$NcqhQO6c8dSb_>EO|PG=%)~JbNqJJtW!o~oXs_@bESfZ=mH>Oj8lljT`@y8EGI2rVjUxOh@^C-liy4%&%f+v3nl*^GIvt0qPb3x| z%faVuVBl=T@G~QaWEr}wz*mJ;M-^xQx>2RaR@h~_Y<`WsTyZ5Gb#;>SpPU1iog#;3 z$~Bm2)onvN`+>MQ({ESa$whL8CsGj5L8MRZ5Et1i-z9rWd=e>6S;}{y`qN2uAK1N2 z)DaEYD;AQGCEha4yzlgnO-Y|5WQ$k;h>)HKI3Sa?OCkL(ijCRr59pa+^s zD{t5=8Rea(R>Q=)JE7w2_-g6CBri;z@ZZ*$IZyX+Z}YS%Jqk$3yF#cmmSAD+C^wO~ zX+je=Fu9t9Qof&SnJ;UxEGMlYv|tF5mA>1Kxt1 zlZNTrq=@3#U`=ya)mwkXZRBjk4zq?Nm`+EpU&j0P;%p$=80ypXyF40ry=r(BKJY4( z^C}ecDijb#ynQ%?2-lB|P7+qR@b9U*(uz9LirOam{M|=;XSFV7%gjx#uY)G$B46Ca z$sK+dUf#SHkX)mb{YfdIS}Eb9QuYT?hcAa4UJvbmgd4q!Nd56ZrP)?Dya#80!$0b= z!hwpyfxJSLghG^HM_L$1Xyp$x=R#sYZM4G_!eI<~CWx|<36@?d?&Y(al^*OvD(Sc1 zdCQ&NAAGh)6BPB zcIk}*Wss997Gsr_FS9$}82`c{&z0mJ0t#xAm2|Rx;2(H-M(+~&^2$<7qNPe7LDOgP zD{AavZOPDIZR~NgPd3tLcMr?~M4SCQt8q$mph-EujgVaAEr*OI>L;#N?jHS1W<{qS zh&)h|mWKK0jKFz+em8V{`vFeQ^8P18TJ#j2BbH=#$FZlH|HI3M&^;#_3FO9znjPm#&$YP=ATzK zPtm4aByH>PE4?@vd1~Y?%jrAsw9hQb;{;<^NaIfEW7Q9RYG_&?Q-X&aYqr6}FS zBT1vK9a;_$xgWd0-cfLc$@XS2m+~-4lOXdELAC}#raD2k8Ug5?-%Y@46)6|J)KM%v z@BKN#QcV;0yJ8jks2!)p^ms#zKNuC;Fx5rEyM@D*gfRz&Lf%LYGWH7s?W1R2Wmyy4 z*y;Wd6aas}_|}Q2b}^kQ$8~9>X2&1ceh3j?Z+Ew+nw*lV8rddw%uH%fZ8ODf`B?oq zsX8zulQx;*Lza@H!xWsoa4-@&!OAoHZ0G=3uT^CEg;EDgpR1~l*GU1noClqId^Sr8 z9o7*xQ^&u(V*SHwk+C2sJQbbZl-To!*y865ua}f6bWPE0f!`@!sFWKE)LSjQjIKY^RV&Bjvsgn=_?c3oVg zI-Ojlug;HsjnfnX(Qo)V^35%&LPYRbD`)BEIXXXr;JDA(DN!0fnsBHL?2yj#eBNoF z9goS1YB*2+Mi(qBhRdYwOvn?;VN4OXy;N%}WPebCoOThzm3Uq=8YzQi+DERn(bAnvw%pJ!1_toJ9^eGwhZL;qlVUoF}U*SjVsiIC^ zu2vo@L?x=1oW)NIV5)L$CtU$>1yG;)GB`Wx@`QTfGP;)6c$hTDfGR1ZEf@(L1o0Y4 zd?So_!f||=l83?``g^;#s>n;!gWbEnegwPssZ=)236KyG%1P97Z$yu_kY=k{U3c8e z8p28KMy^xJMSA*8MK={*JBZ8&SZ6xuL z{B4A1RI_2q;<=mHaz*OkxX)S|_ReD8Oxp9s$9{7|rL}h_pvL zt6c=&MRFH`!xSY{XJ2j|SkFC+PHrhVk4_F2_29PW7?H>N$YDyPZp&nt$re?uOaZEz z+@wumT($4!5d?D)(l-wDa67A+BzRPzEP3L@rYs^4WC}wmQeJ;HC(F5MkCFClpn&&&gmpB2feg)01b zVE!)RZd}~c&EzuH!-z^+w^KUliButi#>TLY zdKHDX0TDa7n6A%V(wQ@eSw+W5Wh+@nblgvt9A{+CN-fqMB6ei8K<;+XL^Sr~&=pts z134GjuO7?8L$q9bZm|y2L$r?i?Yk0s={YGPs5Tw>`C_?btFRc>h_w}dLy9#|AqY+I z(wmo_i{B(K(!w{y{l{}3Ebr%IxS3%#))CO}d`2k~Rf)S<1nAN>J)qcITvi_39B+Nx zQbj+%Lf?vy++2OBx%^UdGcfXjhvPxB_f7=fMG+YvoQkTd~Xy2FiDku&tY za(XLhaG*C^WU=lZ2p$&>UMl5{hzp02Dn_s~j(cx|km{nr6I8{=&Dmu0*(6~qmnyk>$y7?d=owxOPznk<$5N^`=?2J@-H zPS1=>XP(D@u%@Z=v(yi{hv9W0?D(uMfiSAnZm|aJoKYT)K`fHsNfepF<3u2d+k-;R z8%}}%Xa?#d*Ya@}e%ri%e0TaOFjzKdz!3!XRS${v&6vwDOb55bE+ffpSbPL&*z--IrYSX=te9 zQ?g^UM+&H&3Y4{mINt!QD-0wTQ%8?3WsL%g2;bdsE?*xx;?SC1?)O2KN4{UpZgBhA z?+x0gdw*wL4rn`jJpP!#Tu%Br)-aaU}q<+XCAR|ZA_DT@ND*4U?Y1SRJ_7K};L zsKjIMd9@03uSQZh|?7hI>MMci7fmYpLEyNa)`Z<4J}0!uUqw|#qS029IoR29_!!%RVc9NEC5t; zI0{i?Ul1oa9dm@^BW|;DKO1;{xZ&$}cn?HuP2*AoPsf@rD$+DeCuiU3$4p)IbqyEF z!6sf4D2a^jZWCOiy5xmFIPlG<3nVv(yQt(w6M-%6yNtM{(P=pkWjshDr)W{0$Or=P zLsy0I-=%}avb8FHtZ|ZEh)?n!cZ*vlm0k`52PAO98iv&7xMqVIMTWb&4%tot>mZJwjUW}C0seC zU8gNz4jA4=E-1}q$uaXen8=6oBG(o4sVPI8y}i^ckh*NC!wUu!DVncs$4s76qLrMwwMrctasp1?$(ZKOP)AF*P6Yq3;55w=TU1sn=)`6Rxcbtyid zDj2>&|MQwIP(93Y7#2EpV}i<+agWALMTIc9t4igd*(3x%n}7G zk33n5+g1mhP!@*wXY64tZfL$s~ z=yd@Fk2QuBO1eP*cRiM!H+!E>bo1IM$GEKlPAM3|-Du%2pn0xp&EQ^ay#z1$d5xSj z{YBIma8*d&eFJsfgI7)dLHc{0Uiqw2 zduq8j2whYz!}tzmI`2$}uU89^$IQoH0ZyfWW!YE9JjU86bQDE%2iv@c!CG6!OK4uU zCur5)I&7Ed&#uIsHh1e#+?i-*n>>L%)%*E4X25D=v1FiLAXC4`=s`tHyssNKFWjNj zn*D+cz=uD8Y;QnL=K zR;Nq5zS5^lXr24roTv56Y?PI0YM01Zcly^eX+REZCpJUYW^tKq5qXlXE5&~Oa>2Hb zwBI}TuAOMz=4E$6y&Q3SS2%YBG;gNE`a0pB zMe8sZ$%~6O*;jr%){$MxgW-#+moh%3rD7AD}y;>TngsMUV*d^>8H ziGtK;b>9Q|y0xV|5W7aF^(5?+9cyZ{yqLLjky@H(0-ql3!J(N@RwtI>%`DL{a?!xS zEKvmtW>*pMM=vhwNj>5c4~r%qHj%R5892Ino~YuWM{EjmT5ZG`;Tf7MSrenVck+Nh zeN>eKQ4~66V;?oG&wH@?^mVbw1X^Us_9!z4?!IvP2lwHNX*#+XKJ44<)jII)5?#yGD?f;SaT zgn&jItL`uZcEpcfObp-1mCZf4oRc5nfk9PaIx94YH-eED+Xi_1n(6XQobt_Y+$*g8 zY7Dt9Ig4M^j*w0Rs&hlO2^uE-;aMDp549+B_G@!DGAn?zAKe{*8ANA+0wQ|ueo&yNBKl61r|m4aME z840GOTmn@S^UVbw4y_O74+ne!(1?aV1oH6oV^tB5eNCyI*nP@@Yl=;|<>g5YaCsMm z&(BbK$cDx2Rc*OaqIK#r=xXX9wStV8Ulo?G2;>#(6t+ZsE79uRY-TEUcY8RgLhvJ* zD$Y>eZ&wXld_@AlzrQ)weEAv$WK4BG?=ExX-N27nbbfED0?nXw@6*MOYP1tcN>n7j ze?==+%8NoJf+?ZBAEP4=ZlbXIZXP0#WlN{=2E5;oA=4<4Zo_KWtC_fBOZP1eUn6l! zwZ&m0O59O>;+Y!o-uOO7eStk$Ul88@ixn%6I)9oEp5a^43eoP7%GM87Q0d-z(>rdh z*kUJpMsAgFdb1_8$Hf+UMk+r|_MX4C+ow($(z+YWU-G~~aLg016Q8An@7PiJvIW~F zK0}T92(aHp;>#L$b0UMk2?;;q4-9 zj08_fa>B#>`L!9yiKX^tGuh^cG$^;WuIh7~7P51;s8AQYU4a++gBs)IDiiYcH*Rm_ zO>=8d?RQ+n<<1($uj88YOHWJ_Soo$GqEkEgW$}`|(Q~=44_EUGB}wGpd7%w&b#$7A>{9t6W7uC(4w=WRV? zdhuidfC-QA?YP~LE0m>9i2Y5_GtO#~A=Hes+%i_g*c02ha#P^`7kpCeHgrGZanv0& zweP?W+7WSOuIQVnNrNa>F<2;fuL;p~E2CJ7@8m{}e8gezDL9pja1+^66;@JjqkP<{ zs;>}Ya4}%2iuwV^s5ZhnxM@rW)CrZUaBVJQRx}#guvt*0xLV53SjB8Sj~-`TTy;>b zLz{ga5zf;A$l!R{l4iaw;{3VmujNeo|H!ivET&WMvhI@g^cDG3Jif zW|~Hm3;NDA@cUswHl&l~VKxdSFrQb$2E*zQ&iNxf6#a=Hq=9c(27%6ED1%@rzZb;$ zbt%*d(CKZMkRNe39TXx520~5J>Agr?Lr2(%+CNXAP-Nt~Dl&%a8fSV3XI7w&u*ScZ#eGrh?YgH;_`{wd^tHT15UKz82oEF7 z|Jw-9QvUA!o4|Y)x-D#T$y`H@MAC5pIOFZi6=tqz1;6jT+{1zhyXVJmPJoM9vN%4K zZ#1B-Qx7Xyg31Pj3cnr;V4H4M!o+9z05jt$COlql20HCZ26`S@J3y|_Za|mn=O`pOq)iv$0VP|@H_k3#= z$e(6+Z!N28qxcLEOghbi8p2{d0EWLWF|FCXTSJw77(2t)?upv@HoyQcw`PbW-p&{K zMX3i?n)@;j3w{KOt`bg;-mLSCcgZF4F~gHUTYa_o4@s>^?o83=nlHYbRl=}Vjfm_} zodepE5bsroPn8VOSwJ)^^lBM>+7T8Y)5qZz$slS@`!#L^7vIZ`!cGkHRM5hob6yx_aEz`jlwKzf za{_hdQbwV=t8D(X8q$x!c!+TvAoyoMTCkQ1o7)Q&4J3Wv6)&N`M7qQsHQj9zyn+3c z8q3=nImV7}?^#0^<$|{Bs&^CDwIgrhYeu*?$7`5+4uq0~4s*zfxJ1dAOyO4#*VjY1 zDoTOeA*kb-BJv&A`#n%N0>n|Md(OipxE|K-x$$ZXC0Zx0#dF4yI>?=v@e0d~`T*hK zJC;k4IRDTv-do09D=u4Q0?^|c1Bv*&nGkD%A8bi!ymvkIQ<|ZGj1eqt{e4QXwW#pK z^;{kCUee%(p>t&Udn=W4T#E85w-&D#Ox34-0lX1M{^tSY^4_1X*qyA@Q*rzFD0J6! z*CwD9sXy1YV3uEh%5gQD-8{qDU~~!FrwnuBp+hCmp^DTPwlp;88CmC9HF{!Cx@b$bpR5PFq4WO z>JHoRbltlO(#PIC2i6n2k7GK&6Fnqce~4|%F!_!51)1kNu4O90id1$}HK?#xaNT*3 zAxGvGBd!))&VNy-6@57SOq`R6tW97F zfB(sD4xF{6x6F5C&A^_+#Rm^2Z25$*Bc+~fPbx=VQ{=7xTG;f~Eb%_ef+(tJuNX1R z(WRQ+N{Y~$bHR!*VH)p|c%EUXH-WsJ{LCnk+j?3bCTS7crr0w=GX~vU;?&i&#+0*$ zT2udpM1d5?&_vm$!1CruSp>=grJTCUb4n-Xg%SB36sHc^U=Fku4FSyaPI($Gh{ctc zg1(bKZrD3?=R4BNN2ErBRSgXG%#K-@P-*A1KY4l~FtI5{cE_H%2P_zt$+ zyFt@mqsMHR%f2;Xcb|*+UU=gw}h#^X8H&ovWs}!lNN9ulfWR**5l~rYjehL{F$J8jTYhk0W zi}q|mzX)y_!g$7VQ6W>Bw0^NIA9{vyoMRt-g7-A zW|yM8&Ur$S^NPF&GvWK!OBFP6P7_HCYn0HcifRWs;EtFTl%pakZ-#U3<<}osoG*qf zq2VjW92$eHY#ctzegyAOa)rhrx)d4_A*M{e@j@QVrR=7v#e0sRz%L|KJnhu3Liyc% za-^bqQ6ALqn&D-nABOJ)3tBz!1#LzZQ*0!6GVvgP)iLFT1~H|9bTeXI(hciXESByx z^P)KCpX@_cgU+0sX~1f#12R8l-?V4LHB^jj_3r6g9QJx($EU>Ournna(B4RQLE6d{ z`y-V>50weSBkkVH%tbI5nyN-xFpB>u30UPCSknXWo5u?_QF88#e-!G5s$!HU@KPmE zt)B&djjO$Z(q;tE%Y-c_Y>j6b@`~|Mc9JBvjmEqsrY4s4!t;FH>1YjJ$Fo!$@c7Fj z_NU$7Bks4=oR8NNFKFM;`F7O4QCO`AyxUS<+J<02L~ey1>NA*S%Yy=H58)!o0jIyH z5I*_F*ch<4)*B1fGGACYE#8MJU-~j=_Cxnm8+>P8Gk5?>b2{( zjDA|0T`fO!{W*M0JoLIx%&5ASDoLy0nxq+>=w?N#b+W;kdrjn-PWg8%TeosCi}HY> z4%8XxjQs(3ytbNSi&SMpgNZlyG*fa`_Uisztpr0O}&E7pzD4FBXIC9_iK2{8ZQ|b<_DF%H2V_z*G<4W*5ho(V0 zR0Rrj_wF^}ASS-yXB+f~E=e-yO+0Osln2ujyY9%>4Qh~XiM2d)tXu!#GJYaN)N z-Lgw|ppUA=x$zB%$d_)@Im>UfXCUmsiuvWV;a$MQEgfRh_#i3M)7D&{;5wfUB8kpu zz&y(hM4ukIE=VdJ((?Ggpi%t6lPZ+bwh*oOPF~bFiIT&jsC1p$uYt|y>&9?^wTg35)9xpbD)g+F7S31p)n**KgDp4mz5Y_xHtaT8;gJYc+#C&;0-&Q8;S3 zHr1M*N;TXuC)wg2@hQl^Ry~2zs7rUqoPHB1PmEk6*-MtTS$@EdT>I zM^NauEml+?Uw95<^L(DC+YrJ&UY%+wa+|2x6|G8J;bb2=-km{1thMqZDgrLw4nThz zQCI!=!tmvaiJY$L0K%}9P(<^H*I>P$mJ~6VryBp|X3H5ozBUb=Q1GXURyN$EC|iBE zi!8ytUl|*ok)k=)Fg0~%1dsYzl62AIU2MNr-qgQ?12iY)A{VZjSjDjFOktpuZ*C%PX<9C{a_(R!$42|91+m*dk}@?Tjk9ReC^I2d)Jjf z>Cqvf7o=E$!1>)wC6fe7_h8D8b1dhd+&VH?f`@2!A6LfXdwKta|BDnWH9t&Y?ok}1 zYEbTX@iBm>%8zb3T;m|xLH}O0Ia5q!5|NXETj&C)%8u;w4)4QcVGpLbY*#k1xB6`|3-pe)_nnpZe zCq4!QtH_lmRr1Kr$`d@mner_%O%3xDIqL>N2PQ=;h-3=I^l8I)Jm~`>5o& zP)3qi>BGcp)IEpGwvKl7cyprqQExdYo~Dw$8h8X+JZL0Qp-$82-NFAfQBDUZA&HIDWew{&LC zn#7WBQspEqs)e1U1MRI_14oaOs-PseWS#dHSkfuu20ZZ$Y@WdyMh4K)V$nxD+CAxo zoy2FQ$K1EF0i9-`0hHIYG89suACmlBB%qX56HT(a;2BfNxV+;y&n7+pw3Xo6UfAOy zzOz3ho~<-w-CO-4i{)CaQ{ka$5_cuOG3ilC+ngPc5`Ewp^cJ^Fg^tr~6Ql@@N5kPT z_fue!A^Z`!Q@Cem_adLkH7Cbvb44-i^g{{-)$~!P5rbIuM$E%%?jJEeSzKsqT}PFo z44{@(&fZy=8jBF$wiuwnJki`X7TV&}L_+?FeQ82q5#?lezSZ&V%#uv(R0D4I4WRHo z)Sl0eY5ZD`l49^WY9#Ssw zDjmJY9Pvd@bA!OUrk-i>?Rto{WVPH}ler)qlnUKx#!FHS17GoykXD?(*fQK^hMd2F z_ExBTXiPjh_!u!p2A7E{^-Azp7ZwwRCcZS!@Sjdn)m*e?FHNYmC#IrN=sX7b+)pZG zZD}l5YGzBECUOHoh&fYD1|h~py~&b$W9;;d|2dVdCP^n=*qN)RhZD7 z#7)L7GKJWKXxi@+G9^l})h|FlHnC87FF^|rl5B;l?;-aQU4#;+potP71F9$i;2(+v z08#QIVOLe#FmnLN3Hklr-?YlOF^;EW{H3O=iYTUrGl0W)lTDB~wE&p00D+@gemJi2 ze~wHG{+%ONyf~=b1uYHWl5#(@n+X2Hecc}PPXMpmBLkBCn<80#$ZAXz^50Y>=K+NL z3L!GT!Yu|iZI*+?6YnRC!7JIZ>yltH;;tefSCP=Zt}>sGbjb5x8)&S~z8SElW>|ht695T++!X`j*u!*lJehH${S5 zjATJSKCuYzTFqYeQr=B0B@)`e-$pXiUm+2MVe9$pyBWrbf&*Dxc<&Q4$7W)C{U2lr z5RObv4%c}Ytg&R_KX8Wk6&8nVp+U&2;+b$bMwkwnP9DRvai+AGjmE)cb0{@IfEvi} zfCPVIr0|dAkNj5nH~pjfFL28u=^p_3r<6Y+m^NmhTS@LddC?B)CmNS{ea0@92W4sz zz#f!o9Pu_`P@6E;Z+Z)E@m~_{^Uil&otbYjD>GrA6V`}M?N+Ko4r3&iU-qR=fnDD2 z@!f|`xP*Vk!I14;mp2$x(Kt27NK9WrJe7~f`M|$o%l}AzknI6FRMxwO2obpgZm=h9 zOP5bmeDs{rASbdLKLhI89ABQoya^7DPYU*(7{043grzG4`iK4je}w-FJZaPV9)PJ$ zmi@Bz@W`5WA7(IHBxl_9^9 zqBDGuv0p009fy2TkogiO^NZdFB>oeSlD{#My$wj=-x$dT%O;9uX2PCAaAN5MOEuVu z(0(}*qFkGsA|%PG3T02mx>JOdY&`z&`u$zwKNY^~ay zPs+cI-{M;ff6ISMDl2gZaIRl&vr0xw5azkjIvN-W_6m@$i!L&W8k?9XF}rl3P_&~^ zeEx^Zo{&RM?v_IIGVW|YPxALqtjn+q^<)xLdTmW=kscbX_|}-wfH%)3k!wY^!7#Qc z1nYpu{fW5)(eJ?c5B&p>@>~2rK>}YjH|?sl`0-BQlq;fn)Gx(Mos4vI1br%`yse>d zU|P!JNGI4GXyhm5gdJbSxkVCxsT4TtHW+6loBp!S5S2O(6qj{YgX2g1(~k^;kpO&H z(`F>i)VE)u9Il%)eh=%19%wNsdLCbL!KeVGB7ko^a016H%Yj(c_v=}CBp<+TtJ(!6 zDCF$U?~a<>Pr4TZL@@4q^dXJ}xhsH%A74TXutsirJfpyNLHo<00#gM!7#Duxc1ZRR zW2EKdyv%e|f0pJJ*v=#$q&$uKn#oNi7x`Hqo(>|@F&corZaNx)Eie!l>E)B9sM^8@ z_@B}v#l$Q@vc*I;h*6(Fbz4xJNOc{PYra9{P#&+3mlP5AP2c+{D<@X}#MC-6BVwU@ z-@KlC@ayR(GD8!8fWBn2G^VpOPY)q_MPkv^%=2dL0-GD3%toCQkc^k@9c>T}WA>02 zsKXl|Q6JxS>`jfnB-i0uc{WQnj0jfDBeDTKTq_Yy8b(BcS)NS}A%fove`sMFuT|o2 zK^fjVSs~<5p|5nK^D+*&d`uKkj`Sa>ys`%7DI+^*n&^4BJ?$9st?aloAcOa9$UYj= z7)f0VJ~9~tjx|}tjl%X_(DfQc1CBh!$;8vyG#q)I2xzS-FpqPr+rWo7EK`+ND`-8D z7IHE{C9Hy;#~Dnz-=@$IXb3mb0hzAMUP8veW+%dMZ{qRX-r2zQhj-TH$I#K9Vn{hL zy6C|($v0K<@VW+3wK4KI8w|mZ<^tC}!qA}E2*&AXcI++LQX}+KEcu`PdT7WC24eBc z%wowoQzm@*wSXf$giT<P5A9-J5Bgr8U;$=dVGOi}WE`lbi1T~{dy(t)| z*2r~Skt+bqG-T6MZdJ=~0(UuLGM}zIecLDF`qnaG&BUiz#x?Ai3Woj3fO>*W|CGK7n4$uw^Ves9Px2bQs|K_;+)#6g$-r< z$#!~_la3V8l+gWvest=HdYL$}33*NA0E?-+F_xTfx0RI1bawBP3XdlCI57R^F=$=> zKRRRXNHy7b?qX56%uZBhG=&&NMUZwv=Gho{ascH7L6Dtg4F3R#CezJPnu(0B2?5(- z%1jdkSJMHk#Q`Jk0N4)Tu!&XlV|mR#e;_lIN>LLDLg0u=J+RFgGx$3JppOoaERMzH z0nptASI$C=>qC%=pzj2zeRNpA6=2<6nST`M?}3y@vAuLyZ^S`&JwT6l!9}wWje6i) zXH41e1i`-*Sa&_Z|0qIoe=9=&Ge^*E4#+<_kf#3R__ryvzsf-7__wKB#chuNR{Saa zUy46vAQiWl`>(>0my5irKc-}U*W*_i|6e(f75tL}S@VAv{=XGSQ@1t0E&R5Oe^(IM zh<{(zzbbg!h<{r5-}U%&xyX7TP5qC;|5WgQw-w}1v;Q&mAI<*v<^Ff;{`qNd3;+K! zb$c`X`33*G=KrG+Zwvn)ivKe8?`DU5pATYxMvhoqx~K?fWP+8Ksy{Ageq2uUxE$pl ziUcT+cMV9)*3&0@xq*vMnHQhl($9Ap45G@O=C7yzeuHS9jj39(+*8FAZVj9O$C3``2Qkuf>eN!!7tjk>HQ&Pl8(sXoVig zxSSR`nJ^X!V|ytH#mZuNKgCzlF4E!xCV5n(s8Qr`TAi=4=d8kXRD1R=Pa`H*1OKfC z`le?f*u=d5O9B{*X0m`4yzKjp`##P$5Y9I&oF{i^;t8LEKm8bezp3$vS>uu1Z;AxB zSWaWOai>1Ps#Z>6kJGFuzDjWn=D+YZ@AOkz2=aB{M0MAD0WFE;`L4N%66-Q7(dlve zp2nk~3)eQC2sS5CG3aT~7>)Sj#|if%!Agt@q?)jp?+V-Rk)5v(g^Deukh}&t1$>A? zjLffq1b^edC4c0%!oTSs)qjCo7D@jAWUfCMZvna(b(UEIxeJ%Z4EhW3D!5)Y78)y; z1;R`OR+G6G6)_eS5&fpO;1>Taxs|tFNIVs$y8FUI9`WnR58FwD%xWbnt`d+5g|0Q( z5DM`NKsb`9lwJ_yeux0CDBXKB+0S-;#o{C~gS9X3oZB`GZxlJ$#eMHUw5Ns$;DNOu z=T#!Wdlyf_tf+&2hv0wcAApqK;{OHaoyY^q{jcQl@TeZ&LyuTRdZmZ2psw8CD`YdZ@(IYQp z0ZQP{F7^)-N#MUXt!zFn1`?V=6N7?SA3c}W(k{}XFy9+Aly=%1oc~mNYFRkckM7?5 zE0$vN=O6sq^Zj`exV!#~ioLMv+W^6%wkjj9?DgJ{U^fym@^iRL;g%oQ5(%ztS~Ig? zm_4=<`AJPoZal`k-`+l!Ca<|KF6Dy17k9TRHbrj{=hk7tvn$-bpUAa)<+Z26hfYhc zSIxN$!w-EPH3Q7rM1t5l0qK*)Ad1T32GXjCNR&=BTMrCliQ`W*FVNUi`ZD!-T%7B- zd#CX4&GV*U^OM-6CW+VY!e7PPrLyNqc|^@yfOzO>oV(g6wrgiY-$4=hCqDM5drZ_E z#*>#qA|@8Sk+j|N#n?70V4rvgTZDWm$(=@AUo!@rVcw28u?n;PV@@X?{aiUU^EWq< zhbmV7>&QiQ2NJR662tTYs+9xEGF|OIB4G2i{PBW~6-<`;L)}mDD5SyC%Tyod?R33)I zBGj&6ahR;jNM}wS2Kgr=R~P5mrS?zY-FmTxwbeh&T%>x=vNPfQ9_Aw`KfD=p z@04EReO?mmtN%FYVvZB}ON>DcyCWZiUm%<>7~w2a2W*X1?4~gdOB@70>3yQ`Gu znipCcN*ow{^vpxDf^=GazPGD#$4l>cRO~j)^BUDV#`O>hX&6aF>Qb0o$3i!cIa`eq zys`Gd&P~Kb*B9RmKytyUjGNeKPKh<}#?c4`*C{j$^dhONX%AD-%qjXNJc zM;);*KXZM|Ydj|;+h9Dbv>667l-Z;Oqjd8P2c`cW)HfKnYO>ye5!pD_rC=P?2@=ze z;yqGliU@HvY1RCGdZ`1gejuSnZ6&Z)LOKTFiM4+$R{w|4&zHL;!E9#pnfftmaCcrZMPS;a$>=OO)Um;i^q?38;R^sMBhQ{Sl9pU zIKy@Viy2xJcq{aV;XZ+>^`dXWyp_6Y=!Y6-_LQ*UBt1(jBtWZ*`D^>*sMqc3E1!-5 zuhicPbje!A3U%MliEk|3)dW{s^)E;m~B^QGKb5+{y0K@ zX{qij&m|h@*R1>?i#^e%#<7n3I~YY9CKd2!Rexz>k}f_}_DOi)4p!V^0%Xq!?3@=bA* zgSpe(IAsq@0^&vT#;CCI{B6h&MC>FG8$s|H7o{@%;W`@C#~fBP%0PN^fOjs+Is_vZ zlPZwj>JLNxTN9769)#5V2lKy^{W5Ty>|fT94AL6Xz`r&BvUY3WKTQ9}75vG=qckVK zsQ@#S-=t-^SW8`L>-%+E$*5K?@1e#B67r8o3@IJTF!zVN`iB8C_XCj{!4Zk>e>4;k zP#V!WA~yg8RlboffL&LKG9g6JJ?ZGo{VK~?t%x}l#+^;5`Ru zSL|jZvBS4DgQ)(g`A8A-E;3#*>U-JBKP7TxBG8^M|DJpy%sL$Rf|_KSfzl#{-SN_7 z4I04WL!8528}#ngQnMKhq-7u0TJ z)|LLbuI3${iESz}weEiZn8qo=!PdBVixG|im)SSP%)~A>bci!!lG?e5Ib=-mA^--f zkeaVjQSib~<~Mm-tQaFCjhr6)-N=H~D)|W{27J-GXpWWFTkj46vFJj&A*hoCI3%SU z5kehIrLAI5$c)`Y;w{>Y2A|yDqBC+k6}z z&$9(SvJTf}^&V#({>T%V?FKz4?aMlwZN3k`JDmAZ-en-MNhoopECGoQF#JwsJ9XqY zaTf1*Og>KRvG8~zqSwJzGD%XU*jNSGS&n7_w8%`rA3fi)d~U;E4LyT1O+Qmz(Oo3* zuu77hGp5+S_tr)wZXbkztWd%$zbL()|12@_gb-JDR_TSt!!8zo{sDkHv+$3|B$y~) zRwV&E-Bl}J2HFY?KpU5gm{fhON=@|dM{zLg^!oWjTZb_PH0y&%mQxj=K@MG(%OGe} zX;u~JC-C)F=NXb3x=xUx<6LQt9lIW)MTYrb~8GZv7v|PCb1!6 z>w30`el||!A?(n^h^y6!-$2DB)@~xPM|xBe)t)Ex>n2&njXi$K(mKGj+W_57gIOfU zkUG=rrM}W8PTuF*y#N+V$HSZZ?=u2!5bS?6`?vg=>_n$M=V>Rrf^b*KryAz9{R;lI1 z(}sFvGg$NUD<_0*ALFrLO$nU~-=T2Q_uCQO7A?R0K%wa_W)f4QD`XObY9`Hl{0WQ5 z=19;gzYvlk@&9o49#Bm-UE3(3cS4s=LKT(X1DIfdMCpn&kuFu5G-*;Lp$1TjQ~{+b zRYW=%DHfXaE=4*RdQmvH`o7QqeBW9BI%}P^W)1tAJqZcS%${9ux`{sL{JU+UJT`vS1pkOF zZQwc)k)_mGu$_LC3N2;EaH(%T}dIabV`F84-JRUZG>@RNPL#t)j_`%-Ei%1`9DPqWp0L)g|o9AmaMQKeBsbOmMkzHv)fc zBy@97;5$DME?u?vAnez`Yz5*Rns1du3`0uPNeU_B6p%4(N}eCy!Np==wpvQVx0A_%8$#y6+uB#8xkrJXKabML# zBB_}h0`I{5?ibtQSmx8z@I`x1B;qJsiDN$$kcpXQbS^{!_vOM&@xAqUTuU=NoaXsXqJPp!`f%@ zb_s2T=_T!3N1y#BMkg*Mb%^A9yX0^TeR-yDC@X*+i^t!!vfnXcZ+v|3CQEpAK3$)% z=;G%XH#!VyuD|AL?1lS_G^3wVu*J$BrU5^4$oS6IL0ylFCH@ut-A0Mn0*}Q7h$_wR z&}HV#nas&!I8# zCUUvrRXMLQ707d9F6L-t;G3cwnfuhcwAcu{FIbLtR-z=v}N_x=|$^AB#L9 zj$+Tqmi8A?us5>WD6|q9&8S4{ty@?1IOc%cE|;LJ?#&ulUYUcDL(jZ#uhM9eF6R2} zcz?RTLI0wtNKX3P)`x|!NFgIlnsTZ#%prg+GWe+Z(ZK=@@+h{%lM!rAz;!0+u^@C=|@1yrq!}8mnS$${ZX5jm_Ot9T(cHrl(TjYe}$P&;G7+G$M8}=?j)tsLP zStkWqgFLKr=#p;u-03U$WY9;HTTeH_;%&j8XjsaQxt3G@&`)U}*Ak*S2d?7Pj~p(O zOIeen3zKV49s(To^yDs~{>BRp?0uJ*BI4S9qIuR>v7Y;@3%NIG2{HKk*PY52&MoXI zUIl5`-1)|Ud~Bi&90qT-e~AN1#IAcJJ1e^v(fO7JTO+?1ymBJ2~-r)r6(i~-kDRWQh!U<7#SS_Ek z89w<%+zw}_?0hr+#*$y(Uqo`lc`r$jMOLbX7YW&17Ktg)ee@__as8G7DtGP1@mXl) z!%+^J)SzIipf^{BCrQ+u)0dTFwykNXGaOhYmnKQ5*GU^@+!-i`7C<(M2#n6?en=o( zzdJ)>_GPO)#_x19>{P@oLN6-?{5FR~?@_36x?98hjN-Tq2PVHvu^VbqywI);hUxOv zr}KAYnb3GQ!2@F8sgm@CK@d1tuty=RoGG;lao0#KA3&vcO|+5n1|np`;rG+cs$bM!b$SNnw$i(ejoAN$~VEkV`wxz_K4IAlEpaD|3|s` z9XJ!F;xVd(Y1H*1Z+hR%8Wk#UltAW{Dx19XBJ7C-onn^kyvN`jJyzfPLsc5I0M7}} zR`3_quc!#MzK>G&^@ndnQG?x|Gmx}{o_)q+jvOhfTcJx@SMPkU~!k!-SqL{&J4 zf#AlRuXCSOVFLbA(FS zxxUsrnx|IT(|?GDnXvwAaJvZMU{(6k&jIQZR_hPlwLD3GNw|N9f&-=y%dvUhJyrfm zwggT`)*gc!bl@##ps*T4SuSai{i5~SBimr&YLREA?#8M^kc|)1@ein5o%}Z%+2kb$ zvk9>kPNA;My83?e=4kp0TvkmlR>Se23wJxd{=$ijyyXau4KJEn93&5ceB|E zPmF=ajc>{ebT*MxvpQFr`oZful&RLCc%8)`6qRaM@OFxI(}<1=9T#bS^XG1Wzcnn8 zHoxTpGC>l2+ZT24>sz|V^y+4)YkN+9m^#y@CX=!svJM^>C(+}k&7=mWYY~$wtth8=eJ0smbEwDkug}r?C?nsJdzA9$?BS>hRrwk;=jJrSkXcBT+}U zy5g1fZPF|3y%}-${V@B2*u{lNpS6aWZ)1M*1n~1N_z<~wGfDL}H3yZ=0{1JeMxMkg zK?QQhol1;8B!_Ch2Btf_Nq8NSuitA(arfSfClDce;~YQYHX0A0N&PyJckQgbLiM!u z<+nmzzcKf5FV{JoK$<2)$1b(&UTr@8V#t1x##g&;+S6e+#+%t-{7@M0um8&(699F# zdIY;{&aa#ADgbfsvY&l=zc}7Dz8GD-&Fp_Yw{Y`8Kyk9c_`zhdU{*yscB6H z?Z*~&{~VfbPd01gtbI~Lb}uL^K0Dh!y{FirewwjWj8B6TrLB>_?Q4wtfD-&5c>#Yq)`c{w z>j0d!{MX{#mwm-MfPYhzNy=jc%ea-sMEgJlMrWF@8GSM ziRfVira$OEv$3c*7%8RZ)D?ymO2i8WJK+}!L5V5f`7Or6#z(aU>1tQ~Ob%3!wMl|c ze%@9nt=|YV#TDmf$Rr8o9p*SJdT^u%SF}sd2$je7Z{!YF#df4u-D5TCE z`qhwoI2KqRc^fWiyo3Hmf5=DDqJ)gt`WE8Qu*v7?^A$Fqm{9S_j^1^QuT}>*d z;KVThsi&6tDbKUb^A$zsuzjj82al|e>Dul~hXl@4XbkCIUU<9ADpz}_tI2&%D2&i! zjCb$5lHMAi&8&!oS;>RQRiQTGsaRnPk_YrFWrnxb*w@v;?)p$Xcy-!DX zBHd^A2SS+2<~A?Fn`2iBPTvd|{j8f~8+q66O?n8N(h+u#sZu>z^}AJKiFjIGRqE!g z^R!*jPo%)8l0)PzMqxqb`rRm1`QCxHciTssry{*nYMymluZyl)73e8UM{D0o*A_AC zx@MA#{=~pzbH!0G88eOAAbXM>5oDV@=tf~W+e-L+%^S0y{eX)xp!wz%R@{}1>95x7 zp&MlkpCxM?5oP0NIB6GU(o}W&`GL}GzCf&jO~{9%lTQkZglEtw)vW3yr%Qs@ojLs=J1QRn>w!@Kk!#P{NL023x;9YX#F zbHb*W+9QWfH%(|^6dXH#rD@Fgb(g-vt-1JP4f6as$;)LPV%5;serX_rursACtJS0B$F7>? zdKbJ=R!*&CZ+R|nDtLUpZQJ-mI+_0R>{O8@$s{>TgADnNN>Z3+jVvJ#p|@d06U`EHW;?#c8WW4t9h3E1%2i1TZ3mO*O?Lh zA$->@;6lMG685Bf!DSWiHUBFz>x@rCdS#4TJDy}$>RJTC3XgSFc%ge2FahCuK|-a% z@1Int`DDKoln_{M?8&s zstu<9xzW=QXVj8*H6-=w72Bu3P7e0yZ?|MxLKFXU(weh6AB8_gjH=HfndD)Y9$ z6G;BkKi6m_n;;m84CAZImE!nkdqnx&O`=dO6SnMafhC}WEe#9DOKe10qL z(+2YUeRM;yCb^Vz$sQetd^2GkersYpqRnqk$vSDk5*C&oAVv4=vP%m*Kg+slYpsj8jgQ3M1;7EA(Ar??=Mo< zCPz^>jjm?Dq)m#09VKs67|n4lXB5(M@RtChtc3@9@js$0XORmnoBP{)1@8IBd$pG< z%KGfD_iEGa(}e{86b**j6_EN^&@f22fR_xB9Aq0lZ%?5*qXZ~`#=zAv7$!~N-2Mr= zm>{6Ax&T49{89X*HY<^T6hG2%o~NRK;`ibnKAm=BhbKi;)IGmr%Uj{9_br>Ls!)E! z6a)*2Lu!0@7#=s?$270J^h7ZVD)f}y6T%88HJKq`x$fGg0k;jbNy=@Mz;@(E=56Be z%lgl^MXw3A$WVj3p^Y~ znCE#6L&U&-kbv$(4VU=`u67A_+5QRrb`IyUDHbiHTGue)LeCGv9kqcR!X)n3Mbt37 zWTaCWc8G#om(xjV*_7&8oD|Fd@Lbu5{>yX4o%jFSb2S=!TC1-wv;;LWRLwIsXK! zaAUO^!v9A2+7eHVtlz~V>Y*Foh`(NqW|>Fz2@0t0rXJ&j#$s?RGna;1#c>d#&Kk-E zEr%vKA<|~L4kb)7iDb_Cist#53L{2zLs%p$y7!@r+Y6#Av{0FWPBjjh9=p%$x8+21 z+wMNLlXjIFDF4(rM!@M@h@fO5=iX9lmG1fZ@l;upX`UR9txZD(Dlxii4e8u|$y+H+ zM!Zb__Vc>Ydmi@;O81f=+Z1e;cgWHXIB-}lK*#D8F?+pw4CjnY6;sVN$F z!VI4dUiDP7Q|Oh!tvP-Q?A;?el%??0gN+$J&zWP^f{v_kp#zj(?GM@T-OX_He*xc2 zYX9p~!JjK*g1i8Y-&E8M z^Wy>sLTu)bZZke-FL~^TailH~=OK{utu7$Q0LMSJIIL<*)F3RKMaE4qa#L~ukQ&1S zBbWfjHL9t#1ZGwsHR4Wau8fcS_X-cc=f2gF+c_U*vFJ21pT|>J<9!*gLfUQ}>n)Ls z+^eW{perYXYJQVkik{XKZ<`z6E>sOjHQM45v=AmiKPKfw$Ogw43?WIw3OX{v;? zGkym%Jn{RZYEAz~)q2JSuzRJGaHZ#S2I95wy%#35$J z_`45FIZ4PiHI)cHY?1%se1cGmJICOYUbvdzfSYzT7jstfJ@NS*&b>A!jXhTzNc`o( zq$r###GnpGmr$6JHToUe75=WtR&A0VJ4J%uo?ulJjqPl+ELbGN{lp3SEN|QY}%D;}$#W>?6Z$@l% z1?xJdpdSdqbAgaOTCW?ZrH02bJf(O1Hb<0BhGdI(p8A3~G)d;)c|*cc)}aJavq`a6 zjbQV%#gG0JEHqgWqDtOUK{>UrAu;P~3U7%Qd;eqgaGT5~B#8d8dN6(nmxApWdH!f= zJGBW#e73eK!V6~gv9?n2V3e`1BaSL~J_e4Wn1BSEEFLNz(LInvT|@{O!Wle5UTaK$ z0DmrlJTQngab_lQnlte0u9(Yi=vMG0DPbR%{M05UzNmgX&ozHfFH6)uGm&|u&CsuZ zJNv>5KG=%!bMhoBt?$(3ufi<0`={1Z$CKU>ue*b$H5|7rz{x2(T83RDCKMiRGTc2$ zm27YkqOKaYJ^8JMnBW8zUT}zdk-EH=UI?I$vxlt;>v-(35UCwbt8>> z3_I&(JIMZ({FW$fyQG9U=$bhym`2bGW>rh-FKB>LfkOy_HWrclu$ecMpkF-=8kEIt z0kjq*71}hm9)8WvG&l;;x+j6Z+gpxgVw9@MWE_{6(bZaP64Udq? zLBgxF_sDH@)Z6J_Hf?v3(}H*Q2E$PAA8DDcjLQBx zF1zNxVdd7Cf(-=bt#75u=rYP`sK*}_YF{3G*;duAVDy^dclGGtDEd=pToiJX0No^T z0wFz)Z4#vKaUz*=8P5*f%Ng|N*cttuntE<5(B0*19Tew(pL#6MAv0n1*)c_`fUYxc zrm7InTi0+5EORpXhucj(=>z1pnp|-l_oeUE0zmjLko^NRZ8gbk4<6{PGQ&>QM0Wdg z)GBIvU<<^{4?gUF%c1sRvd|JpJO^_t5BMl23t*z`m`Z3+7W}0flC8q-C9|&@x+&Pq z2xj<$lL3qF1S;2^9|0-Rqg<*@Gb`Wrg(KjZw8ZzNDQgG#`!)XpS<2cT{{H`P003}K zMd*{4Hbq-o^wwP~slLCZd__O!x|1A`a-13e-CaJTb=>akUV+~b7u}qzbSUug)^z?3 zI|9T1opZ7BE}7T*GDrz?Rj}1_{y0dbI7kwy$|zS^%(FCVhq_k)$%ub!C(n^Q?)Yy2 zaAqACbZcdq3-!)kg&1|&i4BDn_dNFQww%8q5{*nfXKYm~?B}LNeo`T!CQ# z2-`xq;{VS6H)r4v=Rec_f(i};dYe%tVWkFdyfUSWVedwIoA6D@cDq!c=Gc=Wb@>3Y zmYz#L;$N!EXHbtjirJ-<;NtIwx$jU1{icB7XVl}1CBA@Nt#mOG(&^peJV;#cP%$qFDuDo%{d(1fEvY_)zcBhx4 zfSoMx(@&ZT;oGgE0@eEsN`fvb*~hi$<2fsy@l!a8w{4k4KojI4x^grxzs2FeUH#T#cB{7G>JlUZ5@~ zsnP|i0l6f1+DFKWk6y!2B-t`rNEEL7eXxeExl*}zg%<;Qz|8PM!|Qdby!C)&lm!sb z?Msu*#HuV*iby5jH*(?kXfG1k8ScRK8AV-mB3@^8>Ll9tJJrw6=PXjrYHec zA>cN>suT_X>0~_n;^>JU@d6#K(BD*oATd3Au;toKlI*c9^2bby3~k3Zqh~qXO+?Xv znU{{{1(<96a4XUWY_k^?&4=^U|H$6?yopbm>H7GLryCImjZlyscSCBDe)#K%xb4r; zE6NlDTF@IhEPcu8&d}VP*tn|}RveAklGo9wW?lPFxEB)69DwMUAfByMA`7Ew-;QCMV79$nIqRH*z>zU1%5SjB9?Ry|OhA-oOnbWY2*O z%pE}D(z;TmZZNq+4^|`WyOZ1Aq0=)yg_gV)e0ky(EPZcPyqny#A)4druR>ZAL+Wq> z?$#6~0SMF4RcJ~^X2XYziDU&z*6Q9*l0(IUO}X$ z7`hzs><#2;B&~Sw6Aeuax2@+V0J0r_RoG=tA*fh0Uim${GfdCB=W zVh15EeKeTU2nB?={n2gJ4GUUs($9VJ0$Zjoa@&!JQO%|=%3h&BdknT|>Sbc&9An+# zLXd=)NwQbz_MB6ma497bnpJXXjhJqK-!SZfznE=cOS&EoI3}fJy4`4Nxk$WG3VF$3 zUuL;^Y53h#otQ1bDywV2r;Vu8{rypJAM8^ui;qSWQ-JM$=W(vP??0wAYG{n2D-lFl zFsw`tFTh9lBVVrvFrh7w&S2kIZaP*a&eE`vsJ)vmxUWN3zh;LVZ11tng7vQ(kHF4W zLM0UB%d$`D;puzQg~FWJFo-;+^-bVw#J8A_{bZ?VA>;S%Gk(&)g=Dg&@Mdb`SWS zNy0y)F|*$ZqhP|9!gJm16)qZs);nFZWTv71EbM!J zN5{|;3`kp!-e_IY$eQ&%kWy2eslQAzB1Hiq=k?d~rxR-WC_ka@A%D#!Int2=O;Zl|AgN1yZAO!j8=5xEf!CR~?GfhWlCU}tR*u^#uMPM%(UgBfXI+IHLwjQ$DIXeiL1TY%8f{|Ol?n;Dp(_8~Un zqV$ECnd`qv5`PL5*6%q=7-4&&U~qGNFYw$l-yIrxuUtG-I zY${3WF`|Vibi*~wwy#AYbpN^yl#J78M(_hcSa^q8TETy3s0`*V;sxFwie0e{6JMoI zVf*aF_`s}~(27#%nPr^NNUyajq46K)5x!3OaLdeoef)(owkWqnBmcZU1G# z!ZwEC5)F-QAr0d_I7E}W-2?YHGNmTP<4=9H>U#fNo(9b5?cc_wm^Y%e_SD=fn#?tt za)z?WfOZu7I|%4FRPkAaYdAL$=`(-Li)cAV05_Bu-tCSfALYHuHu!v#un?&HgdDIa zc`7>1{q*RHpN-HqW1^`dX0ri`oxGpOLSxW}%F~EG)!FDb!s>$+Ji{t|s7F)9h)J1< zy#g7WI`Kt8tUC3@$i+4eehS@NJ`PMp&+sMpz&2ij=?W+P1`)JPk^>>Y z>9HM&wq}bi*Md5*|MW8#O*PJ&4Kmk3bPFmq&l|wZv$ZIb!gM*4Ry(jf<#lx!F^2xDD#%y zD{ZGic5)}XZ{bgn>P3>2?k%MH*6}N3+3azTqP0W5w&)@DX^agMo zb-W2JRcIYLX+P@2@L=4o0v5@`Y=F_F0wEwMUfukL*lPV zt_QT;D@Qon8R{Rlo3=V9EtY<;@C)t){VI)W<9y|>K!sX|G^Hi+)SOvP%v_;K=Ke6j zV^D4{3<__@|19!U7O44@q-9*$da~ZMp!gU(UmewQr!n9wv|A?@u5cxMs+Q9GE42R~ z;PnSwulZLpPdR_f+sFy?}9?K?x;5;j|dal<*wdBvh3os~$w;8CGr48UK{__U^yoS_5Vvf~@u>wp}n|%V5 z%G#pF5xZXQ$HekPrn8_IKIyE5p7H-_@PB%K(e|U3G8eJDM`{Hm!}A>oMGjHVIR34R znAarU)ZvA`o|Mai1Z&&_*+EPzS}PnsdS+;Sh_L!klUY9fF)O{MM!BX2{-6E5v7;Lp zbe0dVK2)_;Zu3@u@aMc!_{0ss_#j!xtcinn}n~Ae7wY2D8c`PEPUPRRJh;p0umq4J7<5_o3-wRwH z=>DOjh1Il;Gh&0B<2uM&53lwz(=xF$IZ_+TyVP^+@o-OK!>`tmX!`ud!(*nrlsV6P zBMK{LPvM7h?^h<|I+_JfcU5Vo$wd_L;s!s zZ}<=W_f1wdBcXYxKvVzQwsEZL)9i?8_IDX-%*(>~#mY~UZ`a``Q22@ZzZwAlj{JN4 z--CbYjNP*{byk!mDaw-azdb``scNO$BX^+{~0NcHUQ|q z?Z5AEm1_t=4f%rj6kTr1#N0!Ipi-S@8UIWCW&JY zpu-7V?3W99+fLL_BDdtQwfXQu*5Z&0vloqGOzNO3TR>C)zx4mG0OB3&+%wrJulc9D z7KOlwf}|I(^Dn1is`K-9qAw3po4cbyow*pzq%qJ!@KdEBC)U+@5rG_<)dO{KQDx*>8Wa0CZCWAJJ80p|3uVj3qr)Lf|enjes^tx96%*{ zOd}aq1*0U3#Xc_E!*h4f9k+*n+%?2`?CH7sO9*M#>rKCyZ@#xFSDyy|sfJuR)EMFl znl}#GU3Lv>wVZY2oVk${5Dc^W3bqXA&pbNN$$x(z^CrU9cD8HFkZ?Dg@I1vckm>or zvssY^!*6%Pxx>^5YB=GNl*l)99YPq3Sl95FNz2T~b44uzQw2Bjm zo}}^Gp=w@FzchKtEVo^d1M^5XmOJ^=*x?PUdDReWYo=EZlW+DUXEoiXF-UoFu~t@N z&3Be!W>Ei*dVm92e%9l8rj3&JdO_!WwMU^RKi{rRmx11~j0gs}!(S`05!n6x&Xr%J z#e6m_yvx7rAsFd!@ zD0fJBmb53TMo2%Li3*wzcQ7mjy~Sy-@f-5tpCNOT_)p@t$zzuO_Xa`rVo}m>z*?4 za-?Ul>*IdMQEch03VjFDP-Qa>qvvWTS_iwPR+|*Xh4JdgpIr1-YWkerL1jRp7oGP{ zAtC2Ks}ysz8Eb~iSl8BuzIKSE#9Wwt z7)r=yzc6cxTuWJ`9=>M6UT_yMthD#Z3%tnATBJBCN(j#B+c~xR`P?>FC)9}9d~;>l zbmLG6pBc2^2hO+2z2AASg+FM0Y}quS8OzO8e;5y~zaRM~C8fYNH_F~ypi@h?YZHqX zjy>~HUR!ZM;P_|#bFV8OJ^Y>}cr^8OAmank*@vqszqsNmD*T5OH`D_QqztL)giI-Bs_!nlF-0U>!4D zL>qAivu83}G2RP9$c{H*X7_@NfA#FsGq7N)j?6M4)7y>G|6)YKdlrdSq{L#9M~ zq^e+e=Ye_TzGgWZc$DnMDjQ}WQXY0`Jn`oh)O#u}=+M>g{uGOa(;>vqB<5e_n?2Z)tnc-QSvR$Zlj=ut09)qUPvSs#pJB%2X@gf6{riX< zx5%o_1U@~m(%9BnQ|)Ld^qADyjVF) zR1n7aVjTq*Oc4K6{oxi}3nsYTwB8u%FeJByO{mfdDqTkAZqMS(sM|^!vGDsHnGZkKp z*%SO)zpQtMzh){^F{(MfQrPQ4@&f&vw#6;Ml*TBzR)H+Wb=_3LrCLc2o1Bgfx4Gkk z;6esNzU1tUQ=+es@5F>FT0P(gFYbAnTK0f<2}jkFBoZ7p;>*&#DP5U5jh z`lTThWE~O3mY)=L9es&W?jpuJ{bBOz1p1}RxlmUU;(Kd2;VQEL*SnMqNOa}o?z=cH zcG|U2;MvTvCK4S1kCqC>1TC!SI$TaSMfFefi1&?i?4(1358AO!sPOkyZ(Y9A-NrAl zlzcLIuGhrS)t(hoD@VQZKG&EbJ)67m43`=Xi0@>?cWRfR_;-C4DV_`1m-ZsW34NSW z^G8!`*3FDAULWg0eanA#AcA@zY$047_55S2z@af|0?i33KT)ttlOjRnS!%YO*+CGL zY`l>W?uN?4Db4WbqN)o`+Q|I8{iyvn1shrf?xhS&V>Qi0IGld@T`$dVd?b|dNLbU5 zE18pf#d?v5=KMPKE$x%pb^cilLnzQ_M2WWf1uMjHukub zI9wVXw{hZE?!K}FU5PQwsjA~TeOEiPtv&VZvE0>G;0bpjkDfc(x2e1DP))czpk|pt z25)XP{YcuRcT!!XU%iZ?31S_2j6aJ+ylCRsA+BPOY^^sAhU!ASTS9%3qDn|^P5(-k zOz8_DPL!!>$xgo*fjK|6P0{~eV|lhW>|hqyHu^}PoVdyoFLvQ4yDclNn#_#u1$PVg z+y+b@wM^R)U~bmac1viBVm&TAj*u9*m!`xG)h!j9=)p2XTWhG_r~L%?5AR0MOin16(` zftAIlb!;&aq7qp_HvCHTzyrbYr!%Clp>^l^Idjvayp*g}uYwjJ2@-rA$^#isxD1&4 z(h^KkczoH3JDsNH<{VM0mgPDc*DsaRRnb?j(fuq3wjB60n2I1gdt^@AB&)JJD_kwB zQp3Lw%{mlTcdxYPTrnAwoUl0JAnr_ewt?pb z+;d%V&I6+ai$0jh$!p6ZU zvy>PmFBm+ISZidCz;TIDyUc%~@7~_Xqw_`maI);mrY&ci3WO$R&!M)zl$j<#SF5I@ z3*ti9QVG35FTbg_J^KlM~%j0$r(oF}F>!GJA2TXwG|A8fcsAgu})DY1kR0(0s{L$% zP^IJfO9xLp@xaX-x!|dAPx}Mod2?JMwcy#Cgv1!Z+bsU>GdKc^tsA!{eMEii6_WLe ztsbP#^)Ao1dW)+g)Kb+O+h$OT7Fc&Q4??b$ zUZ%T#dF4c4@T-uLrW75v?@h|}Z~W?)DJ&jM zO3eqAGUdq0!?k^nHO;M3uJpqKiP!JUG1HVZgqCi)ur5Iq?CrXBI4*bb zQWCL{%FsPH&KG8B)r@6dUAjmzI>lPD9lBz~Cv|Cw+cv&CwyDWrrZbk;b5dO2)lo5A8g*@_>wZdTw;J85Vc8D zSXaT6NM9Ng-{;LCU12+olro;Jo6IY9dZB)dPalxT)oW9-442!W@6V|4(OEL8I&_l$P9s{|sbUpwOoub~D5#nOStyP_f6pbFR-kF!e!thW|8q~<tQCMS6Xwafu|1>>rTpYm~|I4i2l% zF=|HnGfHJ$=ww!2&#C7AL0O=#OUs+=X%69cUkHrYMGs%oE)4Zs z%Q%8auuvy08sDh{X783BzT+a^KP9S~O#>EteCvlcG2Qi0KT@(1_HRuJi~$i>zCx@h z5N-7S8+xV}L_kZvcBMIjr_fIq9Jk5QDZZf|)?FaO-0hknq-d^H@Uc&12Ie%=4*{7! zQZD=;Lj6>)9H=1`obRD_z6tu40`a>qG1d@_iiS5)NtLlE=F?Ylzyfyp_r60`zC`qA zQao2+PqhK1m6-Kl6c20h$*UBuTb`Q)0| zy))9^3N?;(FNya-|NP;_=EWr5Xcfm|eXbw&Zi}KGf7OAhdGah%zSZZIYLRl?_9rL? zKq1Ikq=M4u8FKo~3#s;?``!7ty-(*tDd@=jcQGFhsB7|c)z1} z!y^W1X23rfLoK*J@IsA2vWVUQHg_LxZQbi$5_cq@m$$x4v;Zso_5k&Mxk*q>rBL~} zefXF2$7bp9I#TdVcfj;WfD9dkckn6NNB@a1g<`UrJ_%M4a}Xlq@@ijX zBVBJ-!=St96uNTqHHeXAXSG>0_h?m)5_b62`6%;^vf7;^e7!)d=VhiJ$+@M?^B>iW z0yWku6z#CP8L|lKAX{)EGic*t$fT8-F4Q2GgcMOUU8H@*NigiwF-y?Xrx$I4DeNV4 ziHp4QuksRWU8MO{`R&<<`<4(b2FsGA;?`d?Xt~`@I1~#bq zG_q>MUX%vqD>w;Ok_^noJl!88X2Kr8%QPRaL`=|qPCD=VQCvPn!GeY0`a|zY0GbTb z1`L1&wQ5WJ;Ol1-#<{%Znmf`Pm_2^mRigWWV#iNUKXKH7$oV|p;$r2C85%-ShJEeh z_nkmj|AxT>@E9?@treAeH$((q{DW8E`Z1zo@14r1YO$2bLF~UP)pB0G|l=i4d?AIAv-yT-?k?nUs#PHjBK`P;~{=^u9ytXf3y49K-C(Tt}` z&4>0-v&Vf{`4#Q=E!*%tbMptxXe)M9bNTu%mRx5fw#6Kg9p+`BG|nDWzak%@;GSAtT-ArvD)&j2!UEPtg%C_styA0bwBjgsHhM} zw^qhOBOVHIQ=BxK5RIVq*JGjCub+4PoFDGuvrfwD@c?hY48oL33$h?f_<6vg&Y1#p@EYDzwCn-SIZ4Q6zG#-3Jw*6d7asp$wgwrYCi=uQvET90eS&L|*2Bkt9Ow8R#>p~Gi> zRGm149XOOYrDzr3DEm8I+$Vha_sxT}m zYl3AEo0eWGIh-OpICYY%)>Ny;caOL)b@}NpvJ3w{dU6k0#QgpviQ8kO*9#MaxOa3e zL+rXZd2q`MYmc9YdgBxB91ZiZ1-Dg8(1}t+Gf-K9h&)>K6|`E|z^uOmU2)q00waJ2 zSn?i(vE}m*^h`KAS?t9x8d16NgyJ`J^#p#yUb*Tn^vY`3DM-j_D7!ll-{pt1NQa(l zH^Y9$PNUb3q=?2ql>itCZ$mo~^&vxzJ_WoUioVP+CFOSG(^&IS-Fr;9bQOd>lv%Y(V6}$ zRYmTNhMO=2Y)$`#N!U{!zzC=m>&0QKv+56o4Pm6DF9z*S9p$YWdKs<0>3O2|*q}Wi z+nqgBHEhY@_VcwX|cnrKXFQBYq>-qA~mDbKZ4InPIF_RL#MAuelMyBW8B zKYo3*|Kzgsfk-Ou{BjlFak+k&(v5R+_}j2@eJW@74W&%#_!IMCEqOslt<&Nyi^8JJ z&J_;R`Ei02FX5ZyYq#*%ZgnqI5y}wj+J}5#P*+Qv#}m)M?~0=t5It#qox{bRkw%u0 zMwB5#S8uGdKFFh4R|&Ck!FWU036q=cZV^}ZD%7CslJRBwd-*38I%V?E(zv=A0_D`AXNcIn@ zhQ#HB5Mq!F?wFR@iWXu(ZJK6=nbP>+sUf0PxYhni1-P;3ElWarVMaNj*c_pcT?F@l zXPKxigGDNt#q~0fY=WeW-666I&&!7UFVTA00QCQF=Rv(&+pFlpxtbUk9`-1$gVFRi z`2*XB9|M2&_3}Wtr|mX3E(2U3bmXmq6off=*-+3)F`9ItjU54d00Y@{yUlb~;(C|} z(E+i(RXkC@tJD*5qMI~CH_89<-icXQZYw}4xeDLul2Q#(dwmq&vObeL7sj8>4A}&r z*l>DTD&sAuS%xX^?0(YP{8XFXgN)upCdgM5EIG{6T!?Ckv43qy83vHOcKvr7rWEE8{cZ6dt99&&pMTS47c8beZf=Rg^MpW>kDtJTx@R)2-HkWN?s z6)M|e?6q1AO+E^uMPPO}ap0*FpLP{Ql&s?C_-WM4*f{Q4$`^Vf_2vPs{%`=)IjT${ zy-8E;`#gW0P%{u6@%_=56y7rNO{{OwokPPr0qE5Q%A3!xxw~#Y!k$9cVWT-tSLX@u z3d$;CAr-N}YDxU((0i|l7O*L*d0q-VJQ=B-fCCvx?I+Rq3fo6&#$LBKQs?HFw)xX# zjOiFILs`peZ7ywG%pR%6H=@9V$cYp~3nxv>38Hr}#c6NBUcoseZ@vhkr6a#Su~`X7 zs>N{cAs>u26zebL&7;)1ZP>sv+<&Y;qX_dhOLzI-zG@9eBee8DXtP1YF| zWQ(d+T>tjtF?O;4Bwjj?Hxi|v(~TLTdO5zuLtf&?u*q2IKH#rlJOqS%s>F-_&PDepVUTxr5&F4?tztKN!BkWek~5_lTJVK4dT&1 zOH{4n&k|)7s}#d+4|;-R6%Nf^q-cw~;|S1A%~zfZ_B-#@x4lmyM@K)4S|&Vo`+*5a)q zNDLx?X)ZHKIG`37?XHHM1yv;hZ^KA&sXf`+z?>Rm&ac0z@D4m$Ada)WAy`eTpF|t( zvQXjD7Q*DO0LpKLGN;bEdX|JdM;~xa$%)#wkZl0IDt=F;=e7|zvt(Fy4Xi6=p{5$) z@Yb_aR>{EONTB)$$yd;vi4jFMjOmC}RvH z)cV7)nyO4=BxDL^0pwjJpoe0nS0Xw|C*;k!>OSudgNLFj2kHN}>ExU|q$z#00lP8#0s@nG-Acs|2e{eznfm!eEoOw#8c+jkh$V#}2d zV&(*MQikDV;|o`jhpnY2Z#u4c(IFHj(o<{2Bs4f;by|x@fJHVT%*2UXOSrIwAi?h? z*BI0oGmmoq`ui%Fbo@ryQkKV26gWv^BmV9Y9J#fJH!Vl>I#{En=!;j->Z38%RbD(b zwJ|Ard##WJiB(~5%@UoE^C%PKf%!?$IKT5032pt2DIowA3y7?u$IZn1W8b-*Uwk04 zp0x}~E*6E?$x^r{H@3ve3pTd+mbvqR=H}#*ixb}eK_)ElEUA`3PI@M+hnL3c=!kh>{bz!P&k((=`Z$CHRl2X>qM z+7a?|PXQkB638=tYr6g_{t-S~pZ@!|4t}iUYM#Yfi8I5Tzgi6%G>V?O7^zaIyywV*+3?Z!}_?wtDbG)BO}cg)MR< z$?EtN-)o8W=i%#eqBbqy4Q&%1h^I!Y4Jk0&ph`6=T`4ewT5jGb?w{{xi~5cENpHOQ z9Ggb)Vw0MjUyj523;T1=&oxEf3}dXtgAfg3IX|WN02%!p8qr0PX3R9AOv;9G;IX>I zAQdOr1aRyVZL=%h6kLwqT+@83n~gJW3(ApKbXRyI_uSf8gJvlTvW(iP{rZDBm|)|R z3BL^xJ#gGux5$DTZT5~|lwG{)VYt2mj1ihKI_-AfUw z6GM8$-JI{Qn~I=6P)e@idPcRrC&X|n+n9S2*b+wl`OWg+9^JtkWxWX;^EMUI%ewKW zKs?76(I=R6wJES0UBiyC7~ zJeIF@E8T4#e+(<`P)b$kLfE(fu?UOKv&-rNym@XGeWED>B>OP&`iSEWNTr&{q4_%R zn7ze^+bWW|SBD8VL`Hju>_dIy?qx>rGWcze^=MQ{cLuKC+L)Glz1*?#;G-0{s#jW( z#WnnoZG&oy;`czQ(hSQ_I0yVyF(iLZ>DSFa;Z6CiV_jH(WAc%M2Jd$T9*!kZkIR>w zQA&;kSvTO>QS?Oc7qgYb_#9N{5w%lS)FUI*UaEIix^@aOoVLXy+_SR$djGX*%r*5B z)I#(%z!vj5Ms24Y%l@)ISn2eEK>UjM%M5c9+c4o3P<=*)D~%0VOY$hBs$SX=O~3QD zC7*MTPVtC;ef-c?q)BebQrf)(dCeuh$eXAH$x}i{Zm__blsTfW!qcL_jQCsumLOXm zu+w-telV^+OwqkxbXwH|n!2ick20|m=pUiYy494brE%gojL$sE#XJgdI5Qx464!t< z@$Uv*5Dd}0-xta{Ks0WUzivN;jsb-Vp|1Sl&vbsH1tCV(`sFj@amHK2N9LSE%?eyTqbP;Iw0gdaAJzdV7h-2M>h2B zHi!Fh$)LOfEjt6YGin2pR^ox84c(jf4>E2?%oNHj^L>F!J)vsUeAc6#uIxI(=9RRP z`*(;2(?)6ZE{1&cQ*qlsD(_sOOyMt|m0suiHvIoS5caCh0e6>JkqQ zgC+UGE`Pn4ynvKF~w;uJ5c5|0~YfAa@lUxuRD^5etkJtb{on!j?%gtAvTBtD%j zzxAZodsF#ED2G?UYCP*5(%ChcWwk-LQ~=eDSx)hVypo^NM}+>Wp(e{w(+rTN)jSc+O4R5}Rc`3c?5jX_=P+)4TC~hzKuXV)O?tCw>%> zK@S%Nyl>5(SyNjgo|K9fNfN2RlYmIP4iqP&5GahU@WHX%$1K*Tni5ZPcwVgL9-hKC z50s}iNNdNbpOk}e5j{JJ9}aWx8hyMzJ+taYs(vYDV#OY$l^0S_Q0^vOdnxXmm|{v- zn@r~&MZE4a#mC&7TDY0Mj8=!Q-RzVFI~TSX4}5O83dFo0eC^!gk-CQM^#7?fMyu#XlNs$WQWb_c=T7@q8&j6-)8Uq!Fzdr0t_k3%^7$ASab>IoR>QRg7YsP#C1OE3`(Si} z?ltuszY@0+ydZRHsyDb=VZ16Da3AO=2|tSl^L&-F?}k-=RZ);gcu-6#WJd!T!8_iQ z+BzG`!t{35P-L~AB55{airMw)q$cw%zw@+(RViA9s(8*Md?Iq3Zzpu46{-oOrw}ts zJ*zQa|3>y5bcf6%(HlP5-m2U6+A;=wpB*MN4ezY-kyvzt-)q|ZP3`=3OO&h(Nb@ou z^!CXoZ#Z)E5>>%GeL)PLJj64vohFX^s>7H+hhh0q0ClMejOhL5?cmUAr%S_E4yIdm z_3f`WN<9}HGe`G=402Qp6;uLAT~NxBaE0(=UeD#fE>p>SiIhni{>!k(kCCC?GPdkT z940JgS2=eoYJ5h8Y8CCNkKJghpFF-eso4{~YKkz1V9m~nHQ$tzYP47)u5k|<^IocR zzTrA!Kr;PKbnQVr1;XM5ZrisR)Yd`EsBN`v7he2=(0j(47KG2ynOHSLWw7P%n(jw8 zw+Dy;dtnlg3BvFd>jzqA_YiafVHy4;G2rz&_uh~Lb&a16pmq}M>qEaVpo17;E5@3hE8ay-sSS}4KqBpy(0tr&tZo^(!yPmopeE zVRGD)rq-L|LQn0*@0~PLV_<`B9;=)n{>|T24a+C`nBDukJ*Td-8F;}2S8XD;-m+6> zxgT5gB9IAGXS8MsT90M}^FaqHkaeuc2%SYS|64u&$~a?ZGdwNPAiGj6;So9p1u-_H zZM?30xO6W+EujpcH0%KilLM7mY7*cs^;S^&rD6-2BvPG0Y(EnjS$$YI*r1p5EJ0xv z(b9wFE2BV#P>wYPI6wV3!(p=hRd}Sxyim7ZFUK`cVU`=&sCw!JI{3-B{&%2Qw@5GP zi=P}?_~`GY(IWF=-Fl6`_acyu=u@w#{hy3K|K4klc$K>`?~^(ekYSn=0d5QTqsbfO zD@!ottne1bDkQ3ywWRS?@Tq0lFY$S_x7?}I2z;7%IKjPHd19e+CCp+FXcDzw!MJ`` zz^z_UDgH;h=HbdP;!A;Qx;jWAj`0bH@QA!wv44%m-s8Og9dPVe+Pgk zM&-@^833N({!)NWSC6_K_Y%^1q3~#QCE+)g6r2>Pnw!PS94=vs<3>Pe8zlizWg>ws zkKcL6oGD+@Wo#w_KWd_hcP(r4b#tb6RrwrVn%i^96emQzy*<)b>#je~>ULMu6JZ8I zx8-xy=H=;l$@%S(C*~gR@JJ6g*VQ5BLnmY)Hf zwj-MZ`B2FTy#L)V?gs`B3}vY*U&!zPB3s##7M=_B|&lkNo7fSpc$^p!!fPx9%dH!gipZgOUu|`EZw+|%bOo_duQ3-0& z$mbg27|ayQqC+qdAuBfouHX)hYtt4wtZp3Gq~UHxcOpi zM$(2d2(jJG;{QhdkAISO^zeCE=%WDoG0m#>xj1$STG1ZKMdw?esprVbAa+^d!0ugN zl0Fk>WD>R~7@cX=!s)zhls>6=@Vty%+fdJeoF88Yc%7fDnm#5BCP4LD+CyoBPs2ty z-Vj5y`e2z4hkHv$#HFvojvm#=sgD6TIt)Ac1%qa!=*T&prby+Ie7PU~kq1Za&*w!$ zJy{4sy99U!k|C) zV+b$OXTj=AcnP{9cs&p>V7QF8VV-Mb1eByi4$ibRDLgJwV)&i_Xbl}y_hkq&iTozK z`*xJog~`gOxkR`l2sgd^QA(L1AB-x9^OgW?xqcEF$nJt)r_?QUeH7bDlh)(kE~zNW zrDnbY4!diwr^(pDQ6&zbrAdX!T(5j|6}=`pg?h9`$8A8Q%_eWaoG|r#!z7dWR`ws% zE&9RXJ^|46(fSF#NBft%r2$2jLssz)ZCN>U#fqJB-d1&QCD*C_Ms=qkRQ%2v{!Aq;>1FCuSy1T=bdc$#X4SX+Elm-UYqp_ z1u&^t3(hKUVNE=1a&B%d`%-M39YN8Q+%mz2XXk0MnOj0mNzT^1SnO14_MM7(5p}nF zpfX4gcYwNI^2Z)mufKk5ti@4sMQ*%O8MO^1s%Q?(NbjixUL{}Ln4@OQZVA>jVLjp- zV(lc@K%4N}T7(>=yk2Lw36<~|w`sRHdhvVhxD&IqLHYewy`LrlE7ian@L0`}#an~3 z4irM~2^WAfzlLLZXUA0;g|T3*lvLSNiQgVVY^G&5bfhaylD={b(B0{$4n*NC#H&1! zDv#V+qo5uf1k^IQMj7gDFX#^^%lo-HDzomICami3{@5R>g&6`?8-{+eX@-`@-zkbOA!8Q>wuW?}d(vD~6)xsY#`!w?F+C~+gb%;^lZ#D> zM=;&z4!c{mb`bwcpu!gzj}Ms7)^!`FKsBo%-&vFbdsi)wQ`HkQ-v{4g24YG4=@*`L_hpn{gzoqujR z+k6Rw-B(-WYFgrILB0ci7oZ%OCW5Umr9$mZI<(z&)>+eOA;kR1%*H~;WZs}}cB8HM z$JuQ4;nXXa?{pV(>GZ5icX^i&gFNjX+O)Lyt~t}#S{J|jArh2FL%mq{$J&*YHEp&P z`LA_~%Dm44uukc}$4bAZ-%+X1qSvC`=SpJf9(0~r+o%LlAAiyGsSEcqMryK zP0okYq)eG@Rqxa$H`xYJEk=%cJ^<#IE4?}JRw{R{P$x~eWB^Rs4yg8_x?KF%gbS{v zgSRU4SIS-auEBg(8J@izNvWJA%T(NvSCdY%+mG)W@`v|$uFM>`#(kj@XFHZq{GL_Zc;PV{Cv98i9?qu__ zKn~7gJM!q_w^9hHRFp`CWj!>Y+A|3|K`WtTD`fwq#iF5C(E#+w2HsqW}2EYrdV? zvi9=9$@P(mD-MUgN(FlGl9T}c!uAhV~gmY zmvkIwX8vputLu1btI9={e*~D101tU&g-BNb*Sa>57y^LIlusaBEM3H7ADHaju-1tf z^$3W1k~CS@nJj}a_O2&ekt&@!;Q#(ETWM6guk+fak3HE^x49{t`G>Y&{Yf9ewj|%l z{BA4c6I!IFI~DnyaldGw0rENXp^R~{qFdb;gQE~6pDVmJPWXFWQIPBI7Iv@2PfT() zy*y^vr8Xe%=5QLge)$&PgK5!wT|t}=i)tyu$#SJ`?Rt|)i|!(wiGdjWiJS-k@I_2C znE{?oVGH(A1FF9um*9XGpzye+N@*t12To;m3}Gr|77Cg6MY&NN1l6C6R2 zMWEhd3Y#*=uF!?jcFXPwU0`{Ty%VfOEtf6A0c(8txm@}=&*ddD)b|KtL5TX_w&Ve7{#! zAKeckW%TAfCc_Iqj63AcL6flMiw7!{PG<1P@k+v8k9K|*nkmeXqqQ%(q1EFfr#lqg z*7%5;)KxTy4gf%JK5mmPvGsX~g?g{c*!kfv!je-8a~a5;SY3P?7lVLeJ~XT5DzSU= z3%6ydH8uv=H5-Fcj1oS&j`1OAFKv+|>qEXL{#5SJRbKupe;|QeY3GHJ?blNG&V}D; z2Wax+D6(tz+M~iW#pWr9JQ1bY(qe*Ii^R2hU(fd?>{%Zk(5-ZAuX5q=G0*61a~rdN zuU@mdszcIMf7TzqBb;7uG#I5;Vwb?qI&W~5CLN;PEek}wIa3t2PFT0$=0YYY$u@N` zVHo^FzrY`=H{SpnTF3LBVnagv^?hf-iY5y1Z;CjUiF;7X@Z)Nh;G9(MiKl#*w>ck~ zO)FvWtRAVg4qy^{k0dJ65D!&i;{+3nAz*tq#QD2BG*9{TNl&}Nis84X+8qgY_`Qsl zE6~N*gEXG8$4T?8Y9tu~sAIyHo1$Dmj7G1Bdku(f6Xh2Qg)4|jntp=TK^||Ah!*WNIsAnNXZdnP$I?!~l$Nm6S5_d24nZM8BW5yx;(AlR*9JuqRyHp$(_ z%~mgv)h6bKM8?|b86F*6JD8>~mk+(SiLlp8YM;`y9#hf|u4aU56L=&bE$3OgZl{h2 zMIbjnz3zNT|Ingm3Zg# zP?*p9$&UD(i-9z@;P7J~M39~lWjIB)hQF##F#jVjn73f)8GbyS`9;|gg2wKPDioDNqY6oZV9`4+&>wW{me} z@zglmY}CB4xL!}+EiZqLTeSrp831B9V7##|Z18tL<39tckpWTkUl|472;aY#@#Di$ zh$V-4XIO%D#t~|qmO>q*?*{F0V^w>%9o@HfB)+biijKSqVz6N>c~s_KS4vnynB~2b zXff1Bg@UmPX^YB5AJW&6SJLEdGnt6W3ElTGDg0HTF=-QeCJ@O)jG_MBw%KqqG?hrG z<=4&f&nLq9M$Uv$qa=)e7dqd6X{-&^j(quVl_VUnj3=KON|end!RuUF;3f zj~7|XU!9QpqLpWuISDZAC$iKZdTANrEm{UL%rn0(r;DCb32v!+-ybi@?IYOddVlf$ z3%-!IxZr6yXM%!B4j zE%L3ND70rT{CK2$KYRAyV5ru6ZoMHpX&>;rV&o$Q^yxNk)sQBZMRS=SkQNVG0V3lR z)C51)$JhbE}?iDY4TtDCV_Jvv02OE)+PpD`QLu(fhcS+=oBN&^yFqm5&5TU(-iC z6qiQW$nW2wJCZ!kQ~#vyr|3!NG_OLd+uo$!rJlO%csliKFm^w}r1YlfQ%5Ab`XzXD z?fmN9viM+{c;~TL*0ZBH&GV&uGuEmCw~qj`Bv6b3NNl7=0o0DQ?P|GXIaFUr({@s)P3HBu<%-X z{u5a#<857}w5du@t1=$yl?BJSl0T!p=a6qAx(ds=_FVJsI^t>t}6UCO{XVm6> zN8x@>Bi1W*`8-B7(=_g7lFDZ+_YakXDuj#DFS#I=kL&97tyI$Y=;!$(x9Kd}`x`i+p2r)%MnIQKN_3J&iVzRFC)RxB7x?3Kt!}zvgbF6q1R{U+0=Pc`y3qIVNzMm&ryP@Fa?Mkd^gHK7K&^((NH>@%CY7K)n*pG*!MD z;F+|M`&}l-fe6Z&ci$EPEL%PkRO+5!^B6)5_4kKSU>@fi6~mhi#zDmlfZO1jLxJ2{ zMx=#kh5SDOi$vy!iC+h{zDT^HV0H#u*H0UL?quUW@W=N^Od8%L&PjdD{FU6<9cPk& z*S+PUFnZbJv89VI!^VDjiL!q)n`mfKo>FmXrn(bKtja}_nN(0X{ROzc^8-8LS|sap zK)QNPx@dU8`pZ+7mbDA{_#VUN^jm%mE7=2EIW8S;5|3XtP={-Q z>__-xIvwtT!?h}IQu2d*y{yU}ZbnSy)U2@se=?Vot@c`bjI0V5){9c;Kz<=ehFU;2 z3-T1ThkTh~vYO*z=0Z(Ypzk>5YY5dV=?&*T3oB;VlZwwrun*31>fh4Kh=^&E^`QRM zO%&Vrr#s zEKge_-Hr}Dp|=e2Nh()=>%<{~$0AGihs+kvX%|&-?(Gdn!(scwg!lN2Fd(wovo$zh z5(Vm)HfEb4g|t{>G_-XGy6!ywndd&ypUGrefU5dJ<6Nkqr4keUjq`UxYiQMMJX_EC zBC!GKq)jDu6n+o3r8>Xs5TleLL0~aP=4onYxz9~%*EU77=F~0ZEhBTPzr6Q1&b=q! zw;#x~!xQQn(_aQL?V>UzBQPZsPrIAXCm41fsIE-JGEdi8xPY*ct)$^+f&Zw$}}esr~Zv&4#8U?uqehyO!Bn|>Yd&G>c}aicHe@|;Wn-(ETI^r#OKHv#E>AY4E>5qBiruEHP5W52AO;djPm`XqYR6S8fMe_y=R;2R! zDE_FgXk&IK|K0C&uYVVuo}$5_sVcfViPl_m+@qjOpHMcdAoCooYE0V1!}|E&5o;eq z31f*?9~TlX2875yuXds&| zE&?-9CN&w`!tz!x=@tC4MOg(z*>Avc3cWRP*7s3pTK#>I-x$(Rby{rpP*^7*XLSHMl;X#4qMSPDMf6S%q?R;UqaF4%kmC& z9f%4$=~7u2L^=!*uCuP1hNs@XKS1a+4tLm}yM05vP{8u0q)d298?g6&T{B8o1JZ?P zmRp4H_Gc{{0URLO?heYmR^0hm8sh8GZM%3@i#GHQ6)PG&Z4A9J|p=u|b?% zX_N>6uAX)Q7cs+~Or}igpd}5k6!3jM)2$ek@(kLfAw)N}N^sB3#E~u}5|8;bp*eTI zA>pAuoUi|U2EW4y>bt4LpcwgaDF}P;huoHF#fy0O!rkIm;Y^>3ANNX;V}1!%CBqj` z?=_*eR-ruxpjOmrVkTe*5hN#AoHFJB%>HLpoVzA?SeCMAMHt@WgYTwX@8sD!H=1!W zCjodH2dIK}&FHUpdlN@>h$fd8Tt3;upWZ^;lQb#i)f$EExqY+msGy#_^)9`PED@)+ z3x(4L*@Y5)iXsA4Voq)GQ|Q{5>r6_Fi`$}&NUjE53mNJdE*iMtY-@vIk8$u(wth8= z<)+ybQ(O+8QJTGvTbOH zmQY4g6f>9n(Vgl`Y7xhCi}zQz7I(n{(~V!WUoftcmkmNTUTdG9M)}GO_??~=OTwc* z!T)Lv*+S)d(*!6caef}D+gWA)qLXgo*EDGghX&L-s1h4@qXMu$x?`N4W%O5{pYf<- zGTIv-eGXK3iFN3f%x#;{DgJ_mUEp2}k>84)G+znjc-~%I)3$C`0 zMHu8yGj%IDzj*CQPU@SZv1C3dGM{iVpWocce~e7BQqBw->tuh4=syjhOQa!7r;d-# z1Tq6-hcpi#xbew$kT?GB(j|b)rVg$yoDKWJ)n{ZHCWU%zRL0rGR*1w_$o|qoB^XF? zv#QojCDTbI)A1kv-^SmI4L4P{3O1m^qWdpAh#Gupi!ltv?DWOwq1jSV(9K*W?6Y_u zyESP%~BmWbm4@S^(v7Idd}y%mUYWq zQO}a}2RSZ~cFA(hpX1bpfFqRKX}i`CnT!-+|+o(P+V0#E>a1u-fvzH}gX47W$SuHuu$s?YOL zr|LF)X{mh7{*N$NprA#uUF@ne>$wMJxuI5SrdpvL`zxpi zengO$U@<-3*|RMLte8M%_4OE7gYlmv6B>;A*2MX(LQd4U64sZB?P>vOPoC=+rlfU| z-VRWfCii=OiI}!#nB{DrqOA1kWWfb(MS$t{l&GXR^5gtM6c&kNMOz0Oc`XgV;dNof zhVvE|1h{*@aGU5b6Tw8BSpxL^+ClSh9I;mM^Jm3;jQio;$hu4HDt^b1e@~i+B@eu( z&3LCjW`8gtF#MT`72r)fA67$o8-fgM?F96q|6eQL*j}DwR>3TyUf_ zy`UdUW`Pvmm!@Wxl@GQ9fr$=kp9NWV`;6T%kkiwU!zUWsBuZr%ajg|7)1_IDdjM$_ zv#JpPQYwggNeHL-m3I8){->uq{TH!yz9|b(^|AV}Ys63XH{!0Et20V7kk8j^TzXf^ zsq^0&zt8;i_{Uu|0456h{EEU^xhw&3So>lL-2k(-YP57Rx|eWjcqhI%;WE)=J{IOd zO_8|uO02f*mSEE>@5^Lmp^fV}Eq+%c_Krg##ykbgkxg@w-h;KMxsN%-LkARMzk}|) zH(L-R4fPX7G~-t)o>HxGO_Wh8hD(!+nY=XK0{6dvCFkf};~4?%J|nONao4b`P?pua zk|VO^zszM&hdFWA(v|eJch10*<=GK5OKZ4IwN4?m(&+0rHJrP9Pwl=h34RXsqwklq z{ijqTGx`EZCd^OZk?z{tUs)8@R$M4-j|#qq zN5mM6*PRh?PR2=pm;Fjowv=&@vjM@K=YRT2;7xlLHPfip2r+zri`nF0%Y~}J;<0J{Ise=q)@D-GOW!h?fnUo|J&{~`U! zc6}~@lyXHDdIKIW!0L0{>f~Q4*`hxNAN6j@LG_(r&SuztqOnDla21yqyp z;Q;5PUIGfrzL%>9$#dP=;nJv^)Cj0OjPHA6%V@dq`Kv(u3y8+YsKW26B4!!@Ac8fY zk8{$wUDZjNc;UQAgWv&-U+|>^!{;gr2UFFmGH$G40ox+3Vf4N5$onZ#g$%s*6fz3C!&~6y&gBl? z-bef$!`0~kPg;q^3(eI>CDSgrv=0^p{r)|HO>~mgu2K()76*w_f(5%FVC=0 zXB|Fc!|_yDN25(6qxUB1raDXpgw_=P*B|4mj~WeYN)Q<+(F*^jfGCF^W+ z6BK&Deb)SCo}s2*%0|1{JFr4oACus49@~8>L|S!U89-$sFj_A4F$^V|JtL806dPeg zy`=hWnDk$1h_MGpl1w)UeyD(}*rT3Sa0}X5iTIV=Dt+~EiQIzgke2Srtx{gVL)`J= z>8(syVFpZ6OTQ^0lON2-D)3!{pQ|$1x4S| z>A5ZlUq_&326RQUD7H7{=SgFvPwozBl$Q?bawWu9eGxSV>TWt6s)~nM`e(o9 zW1S5a^u(0k5dg5xlJ1Ps6aurF*B5DkxY-yYjEFqOl(T9jf^Fn^4}`-rM213f+C3P~ zRS!zGA~Xy#%@a0+mPZECMGN~bxOW0Zq1)<-s&PcBIHf6`gQV+=S@}vxag)lXb_K=a z*k@aYz9mpYbn3G6Dn95Lhk6bZ0FFxy%a7la#kl)`_|alDobd2fPCzAiAgU=Ss3a(; zCn%^PC>UO)Xgxbk4WFV8o%)vpjepvEasr`1{B?W*xROvNKvRCD11}0p_iX)OG1W2P z(6h3AN-~d+WF)F2G_vH@hOAU2R^o%wUxNOp0d#?O+OfO}lD}u95Z__76dJwOaMN|2s45qWbQg6{GE5hxlc2Jx^v>!+m;$mj&?*qVKNLp!SCg z!$BZo^=Nw7yy3^ICHn0;r#*M?`1Z-MC-ZobP6LwU0W`0JN)!u(Z*B=#p&r#3rd?5E zrX}x+k2o?mhFznJuF?Mo_$LcKc&FfB7{h(|dV?1jXwG~O<{=c@MPGvdNN#+fB{iH+ z#Z7!R4N-C!J~JNyGey}j2L=fKWn2MsdRhWlKWRu+3wL8H^)yYwG1SRAh`lY9s4bQ3 z|M2Tzy6*7}{aen;rH@sdltD}OHkhPeuSDRnc-;>oC~vr}alvWd-D}09uTe{=QDkbI z#U3w9)u4}$`ef1`8qsGDHSsL)K45qS4*mm%=tw_$o3F&CGP%L^x%Hwj_Lo-pe+czU z3-yccB@%qF$(VetEdvXpNxIkN+Lo)loY+rBJJt+|SoI~=WLpH$&~c8~JiWEy5}vA( zq_fWFim9cGSi+BGrmk9sh5p{7T`X`5wG@PmhAu{03g*1l;r8Y(0clz&t$(2O{$0#Y zEm`f;#X_X(0SQcb_yB@o7rJ*JoTur<4rJt@?in1cCKD?;%mf1YaGP1A=*_EL?O>NI z?6K8n!S9v*X$P}1e(1HgS66uYk)oz4_nU!Ti$uD9>NVm*;N}3TrZF4H$mPcE^{-W& z;Baz105!3yHEvs?lh7D)YPO?oJ-hzok6qkYH>sGAY?luz35%dXGZ|nApH0P@knTvo zvozRqZn6U6+60;_I?N~(x6_h41up~s335c#(OW{P3R`vI2Bzt-)oA22CRGk(TOVb1 zrI(RhLt$HA=so76WyWC3?>SLWIv70NVq0}x11Wl1>Sz$j*7hkttFQ2`pL+WBLI;Ct zxhR#gujJkdNqiL2FT!*V_VC)KMiLQ*Yz!srn#d5VwURD;JK}H{!Wy~CJ2JDL&VRpE zsfV$s`Ib0P2lK^JnyJ*ii1x-%S=hQVk!I%<+<5w#NT}b{%LmPHS=gT_oe6xjuZ+eX zr)|l*JYoGXRX0i(w8V&yGZhF$G)eN#?d`AqRWpqS8v*Iez@n>o*5qo0S)0M1qVtbatMvz zc;63y)eF(c!j-%rEFYR8J)ot(67qJIB%5-cCBaU0NHOlT>qi9HagV*;M$LL@>z&tz zr}|!8g)Ej6i|kPt9Qr-MKeiJ7UYQ>i5Ky*;Z(u$%|JXCjk+BJ47@oIwxX$@g_zg{V zq^|NP#`n%?)lsuqTJ9wtJRq{MCsRH-e+w}8UBOgm3%9Gu*UWxD*w|J2>SK}8_@?`S zO=I>=>P3EXf<9{Ej>=RgQIYypk0gaAxNw&FWigOD5y&JrvhWmkCj?AXVj3SvD9w~^ z_1;P@IGkDgOM%AxymgLXw zlRq=~58WrH<9HGW(O_Suv!g5d2;?||hK@CNKr6MwP8W~;cvCrDoAA(eI@bODs-KD z6r0R9%&28Qr8@Qoz}1rPj8oA?q+F?%NnOjleT_}x5C4aNHvPIe*Df)?Dzd)drKq%K zhaZ4C_mz|V+(FDADjk110_a5}hgDV)bL;?JFG1hw50fXYSwbCVaf6AC^0r^~*y2XEZ69XQutFONOPjSq1*T z1n2a}uxTn(Y83yd)o^%myg_xk=Wom?t+^E2rxZ7$A2*`;Km3t2m&e;x{2!=2A;i68 z0N184Jj_pGgKYo*+PVs$xRx$GxVu|$cXtU465N7AaCZiGcMA|gaCZ$BbO@dhV1fh* zI=BXR*m>{m|8{F@t4{TtuTS5uE9Z9i-0uDkTzhVG8Y>zjW<`PFTGmD8!6EMm6$R>I z#Hs&nC2Z&9eqNxz*2lTu2Z`ucOc8$(<9Oq5-m`N1HF6>QKQ+sS$#BuYW)!dJ%)_eX z@tuke&E^PT1bQ>I0pT?cu$C5`w**%aomJMQ9zz|5pOm6;M`b(QtGZ9p&31*a&9dHCQK3ep!1rgL#TM*Lu9WNjFprviirREOaHiKGaLhnC+#5N(tWPFoRY}5Hchgy|H{EZn z3K$O~mT5}q%@QG~go`dCFeQO_Q-QmLL$Grqh1tt|?GP<3YkH?Vz)GUg-eDORlX)<69(u=w;$r%j^y zjvIwp*8e^0b#%o7Nsi?^`-I^1{j=zbQIecj@9YDD(npOM3zZB=&ead$j4Sk0$61bK zOPer~zj6tncaO0+hl?Pvlo8=WH23M`%8};PuU#8a*a!1SN{}mExluD9Qwfw?EPr6z z&bYhGBoydlFp^0d7}n8kqBuk-VO`Q+^Q?D3OWNL{Ttt)N0V2mfy6d}_Pn9Asvt&1$ zD#eEnND=<89i49Yoko26gwG18&wq>UUW2=39=o_kDka>eJ~`bT?&|s})}0zX<4>H2 zzWA{Y2fa}~e^UtGJAG$x4VcG3YkAHZcoQK)D-|V@J}qDMq`js)5sG#OUwGSC5djS1 z{Js$GE*pGQ*@rS;ZG0q+Ul|#_c*8_WP^te5#xheJ1g*584TA1Q`^UGrfXNrHq+sKs zz?+%%w7zDuCyHayu`A|%SimX%W{MJbruLitJeC8$8x2pI^rtI_7#7!olipe(Il}p8 z+|%cMS*6+BBhVTct()NGa^FxXg0kg(i0nIxm+J+iDOsL*4H8+r`to}aS*=Axh-|_!cpPTE@27Xysw1QeO3C)(@XjAXZ|yk{Bw=CzM*w}QkQE$dHq_M zUgVm5#D7b4#2QTgg)rrx99SwSeRPJu3GlpJ@U`t7n>=nlrE5NwZ9bh43q#p2ZloE7 zF=cS7hDV1pzK_ICWbic6s~;VIk?V=Q1;O#Is-=|vLi5Ha`B`fC`j@=k2z86iBOG>R zY#+Q6J^E2|qYTv^eJTM`0dN)=j^^Wr6GDO>LgeTfbLHoQRvMky88g+F!~CYTXbRAB zw${=IHDqSgM*tjzZthFJdaMPUg`l22FkTi`|A)u})N7PS6K5KLJqH!0C=}j5%T=SP ze)XOVeLN}3`tz(LLvFb%5f=SfE={Zp&8UAIYyu!jl7asZY$WMTWt#G;|3@LJ3IZ&I z#`5>L;%mUmEW$I%ay5tpn3DYif7ah&k`YVp1s8SzC|G)cmzKb;&2*khX1yTg*3|4pS>{sV}q-)jGK%{wbIH%<(Z)9^*Zu1o@B}GY^=zBBr-lknB z+AjpT4fZuyjQPVbkpZqfyqU2tu`>K;9xKpGmf-;%P58rCeqsJLUrDZ~Wq1##QgS@D zIhBZQKTg!0%1M_`%aF>Q`>@7N+wZqZ3dHfc92CEvKuXo?K-d0D5?&g68V{4%?Is`D zu}qJ-tatz9=H2j(nQ=wX$Z(mFDukv`q|X_(S=-@HgszEImJf=#s9Z_7Q69%(L~{{-f|yw=IFf%fQ%#W# ztVm|Fm77i{rDNS#=i&J*!_0nM!$FI?&c`F6Ob6_Ui1aqes_tY%m~tUO7u#NYh_<_hb!}^S8dKzGv6T&CF3Y zwsFkB&q-V16WGz^(GDFZ>`kJlAavREE;Va1e^tZdUnRR;jGh(Crux5u?%&|+*54Kw z(EO)ZMr=#s4km)2j%2j0=P%bc4B(V@p1v7m-_&hNFU4X$l#x~Z-a6nWjktcb6{*Y} zYFk0ucY~@c4uI`!`LEAmdrI+>gk2odugs?4TS>aE%~ynET2i*y&35r9M&t4F&xj9{ zitv%9&HRcWKEv#orhY(?Fl4U9KwJF1rZ)Vm`Y?q9rB-;9b#g(VZ7T)o%vwnFUO5pJ z4g1oOc8EU1fP1qRi72^OdMU5s0lE1uGWzi!r119bxV^EsNld@ySum%lY(TZs?+?N? zEv}^}C&D{24y8iKiEKc|?;OvW5wip7px`4^tqhu^~}pt^mVx*2TgY#4Vf9bTTZB zN7u{86vL(Z5u#{JQwPa~#^Lu;g2F}YaDw_1XpRgkBj9CP(a~vI>EjSJ;!~3LCc+Yt z2VcVhVdp8r0yltc@a;>}v|QqYdz$}Qn@TNBU# z?lwEw324qg*_fLAs}LL}q2))+JdX@QbX|qyUImL;GSg2lT0e8?u}n(vNkia*hI>W7ZOI@JsZ_-{_G?{*%I#e{@*pKk_exDVy?WEIX!6 zBf%!-LH{j9|0vD|wuDsi+2SEEQUQ`>v;wDAmrkLC^aT{zy3c%n{YC)o&`pW$e{(2U zQrjaA2DXp=(fYuS-z}K(MF#DxN>ypSnham{((@00cBaYK!siGEc6m(_OqzMT%K9I; zO^oe+3edq&qstb#B7`k$kqSc84+#txEqvx1!Ir>>p}qOtaGLj22-uh++GPaMW>r%> ztzUT7zX>$st+(tEe`fknI-Nu7DfwxYn>tXiZViQhP^>eY2H#{P9#I2N3lH%Rrk5=^ zsX>kjM8!8Z^mSrH6O90$d@eb8Z)A_mi%OEf>LGd{e*HUL+Sb=F_R^H=cn|Lst<||% z`FF%{&W4+U$T}{>%HQ%brWevb%4Kx>*Gzsn>rL&=^YmcoB z&Wi^eR&{A>d6$0SF}sgJRlsGcs}Ns=_gOF=bbber zL2_PxBViXFx-&M)VP}`NhhPNuko#P5OT7yf8-kaoYgvcJ!R3k^LqnT9x15dQR($$t z>USk7i9(#P2Vx5NzIieOF+@BnR!EL4iR_$XB3ALrpSc`#tapAu4uPJyl5k!O$JNug7C(}hiTY{PCXyO3_;uetA~!YY3JcXxP|W=O;6A!C5RixC9i#DA z^EIG$ZhlKtL2#afx8QI$nS|rtP`>;4?c?|YTe#kxVG;G)h4>;Xri$0f6NEa=v~=B? z^+)LpQA|Bu30TJ)ONA!L47D;pabzkowBpbi!fDI-TGO0u)2f;XWDYg?c!;q?Xk8P{ zM)KiA&%=T|3`V*QUi})Wk(r0{H6UwM-dft|{|1F$m%t6KIPb(2)7%@IR>$-!?!|GZ zBazjwNlt#9Ex!h?HbFEw^QbTNRzzB#ocv*{0HQO9Rc&^~JRE6Ck#5CX>6CTevm_4+ z(}^JVgF~0n{D`#gQ`Desvnj;zg3)$$1&0)P|*RL*koczEk>mi8@ybE2034StO z4Vxi}tbakCJrVxq;vs`PW^8WNW4Zo-|0WuGwcS@3ViL% z8SBg;rQA@;w!)Flj0aiOA{yB}Nn~AJOuXWb;3CXW29>E7`ZERZ}W)YEE1`3$IPmq7yKnKRKYmzm{*mS~YY@nqG?<5kG~J_I9v>{AqZFTM8xS;004z$TZMSi`N(A2C!k9+yvSdnj`&3$J!%1> zbwBXI6ALo~LVx;Pil>u5rihIsgZ*VD6MSL|$r|7P)$8p?vswCGxO9^?C`E+Z(=|-o z0!?z72bNSADq8WPd~TKHy5om3g=B$t$R<()R1Nt+OJxfGhZXH(Ce?XZsr3ME`Yzs* z((e-oKeawD5ggEGe@V_sn&pTa_`3t_O?diKL2p}n%_`K%tE2xwn9=IP8t;LxJChc8Xj#duwYSs<%(ro#M_ z)CsYt#46DYyKCgP9m_;XD{gr-+_=~hi*BpdNBdGuh=N5)@>d{5bi5EckqaT)5{qi9 zR+W7z4@9B(A49_523QP$JEDf&-C{JF08xxT=A}FX3KkK`UlA#y(S^_noB>`%D(%$9 z+R#>be=-G-74Xo*DCZMT-;$|%)4U>t&8sV^>&!l59%Y1WBYO}$F*LGO4X@o#kE#2d z9k4vA`dkoF#2$r~LPqkaUKAT;Z>eK3L=k06%Kk46)m{zumn`>0?M3Msf zAKCs}v7m}%CZtO1lCRh+XT2KJmc#^#S}%*UcqN8WK|=axiJe_&Va-}L61h+(>Tz_# zM!kpit)HTZ|0$U}EFQQ5s2nIv&`bF^!T5Ro$aCzBfOgSqZ>VTa0F*=q-;M%h{tnhG z$)S;u6wEior?n}!Ii zb%Ais00)Zn_v89&r@YJdkyd6#fjCPLB|mDa8*AW?nu4eExBIE9q9M;K(tYYm9a!@Uzcz6o#H70GzqyIeZrkVgy!( z$a;VQzo_EgG5n-SQ6Nd$YQHDqk9bROu>s@!kLvo)u8MJw9V3aVZk- z-I8zIl5hVl&|7kt{G-Ft{{#QcvH7yph-x2taznm;gU?Gv&pSo5FT#U1FT#^9a~UOD z@<3FQ%|y7QpK2S=U(TsmW&!6eTmmp4gP>-PP?Bm8lQz|-Pb1q@XmnrldMuvSxhNk{lD4FwEv5sjz=xpE=y(#|SOj7U=q%a+Co}bZ;Pu1)- z=tD90WuwE7V?^F|6$1cvffE{)ACRy89J|;cY(~jtn4BoV1BHKm_ z2VqBOvn?IA66Fe0jx=?WIR+ywP?BJg)SIDyUwuUqWi81iA^5kLbCa(scqa-V$Zx%8 z^cUrV*ZR$eva@|b8Ryg+X79ptBqK=@}WnJRhD^%4dLRXc6;_z9-lCOapC#c@Obgz7W$mFMnoJ%ez_I*Nw z?4!_~I*H=9cyUXn7EuhBtueN?)qg+~<>ij;e`CG4vSSGF*5R zqw4Kj(Iu|4;&PyI<72zZI5sACHk{de4cGnC0VZ9C*1F;V@gOQ$*eAy{SnLtR%F zrmDW&UQjgh!;-7ji7-RBP`m9LGatdG--VU0;MK{Uxeocb#Js0;!nUPoMMr~Rw_QN9 zcpCALaye`7W>lVT$*4-; z3jAM1Yio~*f>P-*nj%iq4dL|uB-y(lq!9%%TJQcO1x-28sUBo0ONcbW(MhvRquwX< zM)(E;;GE8p7LLF^(F)=`+Ek>~*ogC6DaG}+>@r&@NJdoljpKnOwE(Acvxa(DsuZVZ z5%_w3D<>`Asdzfe@~70ml3uZhY}q34!-`AexEwQ}4n|m*OSRW9ZI5DGgTOx*e$8fl zMJ;2Dv@qsbm|kxy)AmD^S({#Nh`3&?g^#{Vn|_J7z6B&mfU~5__GFQ$w_j=$S7*$r zI{$;1YS$va#ZZ_23R*){on@OaAH!r*b&mXJ_{*>7kJG1x72ho&EEtpm3#22orqvj~ z0WwPl2k+wszoJAbF)oqXsbsf2u{cVDO~Om-+V{3^!_})0-qn>nA~WcgB0~p0a2g@i z*5hggva8OzCh9$Ws9$P#gc}i#a)vm{)eBluw+Px&|0K@0?MO@LNKEfNu)6;!dZ`LY zE!0qnLGnda4a>mWbveA2VMr$tGt>Lk@f3 zuEtRS=Ymi+oZa}Slhhk<<+X7yL8#585ccfxx8VA>@Kn3`J7~#fvTE3!YfGi@c5CB5 z;&G|IXW4Ufh}+bwPC*5i;8B!8y|PxutEgSO(v_K{5G6z^*m;-1&O5JEV|sbgtQ2Bb zN^s>2iYQ1{M-*erLaa#-_oEbF#F;oyK(0xL8>60TDShI2EnGj=o!Gt?oe@vuAwM0N zsy5SVFnN&R!+X|8eld2E$r?}{hRjOyl)$rBnV&H0%|`AlNh-(;CD4?st(ry}YviZZ zJr(LcQqJMOL1O{xWY!!5jZsGL*>|Qipw>Xp>4?3w*U!p~A9CKJ@IHw9=aJVELZ1Mw zcGQBt$PI7iB~1eQ&D^44cp6+u1c46{e*F1F$7C=_+*ga z=nT3Hcomt1;l0e5oHR*hV;6ypOi_lXI6XrHDXH^_Sy; z%g%g=F_%4gAeIdbmcymfju-k+j9-_i(rNG7*sKA+#djdv@ASVh)^RB;js#%s^Z|( zRUlQeeC4=cfG;F2i&B7m)w5Q&3@4989}>tJrPwmicj^YuoH5uWGq~(Uc2a_k*1G)<#KhU5 zUDgj=w>>mt*gV1^$jrH3=3uQz&Xq4cgvsxbPfl6pQNHy)VnoXF-nhQSt)Q= z4D}Pd%QIb!&4;`A>L`Z0c)MIP8(bh4z258)oIju)Rq!ojU$<=Vf^I`5X&VmicIi zcQME%5j*%muUkQLuO$4vyO*uY658kKi+Lk#pD-u|T*1u-Q&V}LKh{%%g5fenM1o** z;75d(z&+Ae`5<#8l+8L!I-_dxrjvY-wUVO344!@QFZ(=@r4qC9OgyC3CDf|0gRF{T zUY-Q7GRkV{w!<%hpD<$zTMMj|S zTSah-@6Q6-V=^^_dHwWj%zbbgc4h@asl)R9CcqiY*S4JV%rS-`*slw$@T>4jT_#w_k zyFc$(`JkQ#~*f6&1 zPM`~_UtdIeI{xFu+cwPEas9Gz=xu^vm|kmmAY2OFPY09)AM;EqSluJNpHm1Al~|YC z!3o~h2FwZGmY{qV)8!JU!Y-MoEv_%?!w|3P+m(;b)UhXxb+6ZJ2Hfv%NFX$@SKe*V zVy^~bA0Ma+syt>{O3{RUXJx0rTQLkwXsi6&gO~X05QfEgy0HKD;6zihYV}n{<{tRK zhOjR=R=5vio}qbI@OD@+P7}LEq(8I#w6W#vk`)g3tV+a>6(FujEfnR>GM5wNA{%uE za(i_U9w)@#hT;ir^dPMGhN!)}^$^!rp+>H3Au)P{`3ZR?skEws>X2_vxFU``CS=$0 z0?J|pSDQSbS^HKl4yLXdF2dulEZv&lkb%DQS(c`(Hu^mcT!<(CzGugqz>D;|>Y94* zEQwHUc^624pH95grF>eoEVYpq349<{%prMSoWdK$5^SEBYw~10!J+@>Jv&O$kB$Q8 zdlws!DEx~4*~YnaRqZ6Lx&dnsuHx=+eLaBVr4hQ5u84kp;J0b$s~4hIBoGz{jm*Tb z>4f&t#77ID*s%-*JE;Ys+!@^IJD+Yz#cHG2GeQloS4S``#@nTy*+5c4eX|Qa@ejW7 z?=_Z|INr7r#;LrR`B8tf@6*{!=@WvY3(y3?cR7dlAfN+SlHd8pSFXYd0(3_jy|S$~ zPmA!Q*idT%PzB%nj_>8}(CCI~63Ikc{2XHBzrwDOsfsBw0cwWKM)j-a`D((+G9nTo zqY65HeWy+WJMqef1u<5z8PNf^6iS*hAry^cPkD7`>tqpdP$MJ4$doZ?Ls{``HG|#Zb<89!x6KmIM#yJEM8A^of;2 zLkoq51IJt<3ndkP;CXCtmKvD}?jxr8x6VF(9-_1vXHi!G4>s5@cZ#sukW^;MDvdaa zcN-wt4L?>5s8}SGUI^+z;0Y_R;gWZf2!z=m9lwnODgdN`E+2Y(g}z$=c%Xh<$Rh}z z@HEWuA7M8FTnYHA9wkalRm4k5Dwo0(7vav5ath@KmTyGn~f*Y{Ypm3@H9=!F8zv>q| zSd0@6GjT8Q9EizdC2_W(41?S3LLQpJiaV@eEXA7=rU@w^PWX_AZvH8rHIhm?djO6U z$6P^@1c3lf6fG?SP8E)aXnn>x3E@(r0VP-nc2_E|iWp&6eVO2Y+ah(kP0~H{^t>}u zDedNVqHcUQHVECn8NK>-v3rr-rg68^L81TXO5r1Q#CYi{w|v|lxr}84eGKW~rme@x zRaYHq1W~aon+av)sJum#U z-Lsd$+n+o2QG=W5d5_bn1>GwNPel7OZ^)VZsWloza-h)oB#&PvpSWrz(H4g7#0(Yv z;yJCqFuwXej?)X9UdPTytTPK?xR^-pCkfmdLXO(cIAxg$EdqzSKiANITS- zGBaof6E{5g79%-OBT41szi+Lnf0gIv8XD*EJ%7!ODxH*ja3z#fn0De#$2fM{i`mP= zrLlDrlF1kI33_ha$BG3l3|hn`SDV>ejqhE9aMeg>C1Ot zd`+>^$N^WDyS3{Y6w^}zy33~?JYy}xZ%am-^SGmvqeGqlt}W83RnJElO8Poj zKuOvyc%g2k;>5>c7lj#4;dcz~A=62&@vfRz_f-HDHmjRZ_m=6Z>$k4$WXvRD8-bwi zJD1sSKW?BW``<-4qK1#Rr;J}7Yt}}GHJ%@yp8FO0w<}*BF|VLgHTSz$mCzTGEAc0< zryHlosgUQ-p=OJZN4svpYw{tcO1+PdSCw7)zf|9OYrlIYj8>j06nG-J3(R{S+V6jn zmcn^?nkmfC7nKZ>k~|s0c=EaE*YNeNJgu$dewce+dv%hs425xXJVQesw$DJJ0aD*J zZkBf|q5IDl{tq_&fql!NCQpL_4>p3Lm2+p$xsSe&PmY22_wF5`ONIKmPaBt=g;A@g zFUR|On#QnTS1V_0+&}xI8>nAh zr|zcKhW?fg@%x?nd%pH!|IUM5w?95A_tS0~$+8O%TzV>9(MqN$i>-#VVeLlSR zlcwWRo9>y{sMU|BADEljHzfBhSfHAJm+BiDL|A)!wIh7yx|#hVf^n|?EYtvC{&i>A zcea1lNmaf2cug(5eD$;+f*AbFRVU@9aij6IX?bsJIKI7;EB7g&FeZ5UTZtLv&1=hv z4@+EaK?_tuazyWPa5krcOiyph=YF^zI(mNH33++CnAyMBcNOkBHugy8GaGW#DAntU z5|Qv254r5wlo^T@J=^oXJP9Fv`r=36;VzZzx{wX|5^(lTGJutt=XcVLzZ4dEWZw99nYVda2`%?n!%Td zQGU8{J;si0TXV+At$(!UADebK)b#ORa8_A$@qK7F)Zkr(?t^f(UL+<5p-<0)cMeYv zA%a5ASAOrwc-6YI$6F+&#t?BmYp)zBH`Y?^!oNwZNYzhHz0*G&oDsFr2hr&(89SnY<##F z4CpSj&9Vooh9%wbA$txd`(C=WS3Ygf#3+Y|KHE;5WLBSy{HP_neQaI*ef(=`24(cM zkly3RzOBn+7UGSI6PC5J)+atPaJF82y-0|7LF)NS=CfVcvr9>U9BinAw&KP zTWI%#2!_;&RIrJ{F$s9zqfFdkZ|30PZ2$W(YHx_^75PfNSxNWBtYB!UuSDGNQm@a{ z=-fgUNn&-M=hf96$H8+ybXO5WD5UiH$^JVRK9KgsFedinc zR>$D|Nl$-ojzZ$&&Xn;wzeeiR6TR!>SV?Xkhm-Xe{*W#C*`2e_hhUSFJn9baLYnwH z>b~v4wP(ST`t~T{<;~Swe4OC%7S6Nd_CN2SYmO=bpE;kCxzVPxIhNnAxnjHsZq&CE z?$N8*Uj4X^y~$K{n1Dd#HF$FF-=*GoSxrL6NU@e-|K|%COVXzu0$;g6?T5D!8VANz z1loFy3#V#VUIHFH@2Pc4-4qEPq+eRzQzxbWWSlg18(rVu|Gs}S^Q405D?IF13+vVn zYXbW&Mq{O;zGXkH3=(oaf6vY^7`+qcF8+CNc#nftf1-}R8lRr6q|~>4CI};4RPJ+W zRXxB^RImMU&k=>K^T>K)elhBd_;T_{!)5uz@WDS2|AHAEZ;&0cPfEI1Bqx-VYLHaJ ztSVps-TWG23$fKLxkv)HxMU(8Rqi8!B4ba1-a8FT5sjM%5?*eLy|LTd<6*53YPmT( zt>IzIet|o`(7VI0XUX}Ozx=wNJbRW`3b11@p7(u>wALoE#6r7F)ubIsa2|g(g@ux< zwE@#!#IBEq>H9)TgBDeGpSOoUCuC9g8-s*HEE&yw`=7;p&Y!iqTyMyarB0%s_AIBS zaDLL4Dh96R6{cuRH4Yrku2})jS+GLmNhUXAx#6x8YYQ@Y?+)LnQ0#9R)>F^2$pob& zK`N!C^7@Z{rLu3|mVLf?Pzjazes3B4(*3A5%t(MhhW#*_TKnQ<^rq;cWyH^;obIr# zaElohT^Z?_xrE)eeYWDI?RE4z2}){@BQqUOYM99fAD|*oh(<4_|sR|#vZU9@Uyws5GJVH zyCnLJL57z<_{IEB92{3WjtmvMvlaOt>4G^_m0R1tpSxp{tt|U{mzHt1{jb~J$;tNE z$$b3DwAcq0y$?nd{s>n(6$xca)6-_wwtK(&n;|=O2H^T6tvEya8qgj!op_9WB zx1$5MJu|nHnv-#n<88Z>UlpalS*A)y62~UvRBC2V91n(SPHJn81Kf`LPWGTzQlG4e z9FL2*9d?~)9k10KY3`jI=GL6_oy?lK%{HIRQXd~_AMe$ixa=v`9G^^UFC4co_gNPA zO^3Q|EgG$`{{9f{Te3B?&a$iS&of&Rt*{p!Q&aY z5ld;BF%5H>Jpthe>T70=5;Z2%)PCw}R(okXJq&KXrU5!WB`j~$wVK@G`)s!AwefEK zvOiqzVVSOBWUrug^ZAEwL!s01j3A&oxHpVsHGb_$M zoU!3^RoOFZs@dF~UYo8DJIQ#nw02N3NwTt-$Hh0&)u8SZ+G^j^Kx8~D2&<{TEx&_OE!=;0n zcog!JQ-YTy+d^0jsXR#XH9$)2@u*n$7<5ben-?T7Ok(#11HA&yPSHRK8%a&;~O7fDWTV>8mmZRH~xs(;Nwk2oWmTaDvOty!y+{wkQncB^t zG*$}`dA@xwqNhB+G=FvaN&PxgKwUw`3M>k=q12D5Ebc^;^Q>ySnmAAy@8L~9F{{pEsNYU$tRCqC5vL@q@F{f+T{@I&nj%&N%G`46=n z7IZbg5bS5oJJs}($nz=SIDf}+p3HF3-wpo|%Cz}ltkiNWviemQ^fzD3l*(4c;>WH% zjr)V+GTG$9wD0f6wfTU06OVZ(cFsxXfBVp1iH9A?Z>C5lkwUNiZaL;t9btG6`iJMp zl~)8vpU>J0@0_(G5OH`=FLFHeF{bc~we)Gq$&~lkHeI!Dt7O~fF7g$x_}ALaz85^s zrsj2HYhteoXlBaYI9k?FSiGd4SwAUiu0OTQS4rWvR5I3{h~9!CA)#9ebMLDyrmF|z;xIQ%+eAU3i5R+H8fCe~$UE`m466)v zh1fuEPp-0(xjf%kexG{Nk9nuZc4)q9xmeR{#CAyIL^NPo`*`a(&aG-DZ=_Q5Rn>=O zTiL?VXXgxRmj9Q%`mbM$1fUkM{7HPK$9pbsxucS?8umht2 z6D+v(+*oj5MQ2?E)&RXs4nuD36fxrwxRPqk>;xh7Lxr z8t7{Id2i1EN*3}Ul&s>rw^&C;xZK)telIAsiVugJh+fXgN}gL+GHQEyXekcH9k`ACPWsq!DnrpB>yXm{9BY+A(cPZG zqU&UZMHhJ|K;6+86kQWDc>wA2vRrm=Q%#n?4|xp^xK32Lb@dK64*cAHQ+XK#NHSjY zF(9m>3HEtJ>nJ86#-1n188TOS1HLX7BZeXtQ3qqxcbnHi-ohPcayWd&I6sQhPe~2R zcTku~hH_>n^0e{jN)KvvP?$@G6}BewjR!ItRy-oE3ch1F1TQRx`;S6mnKU~K*%A|c zJz2@hsZ8fS29S$K=;Og2^7p@V&kj+?NVJw(T+zevgAAQ+)qw8{=7`wgeNQWBp zb-)+cnD3II#$0QFMMQ@a%eT8xsP`SX>zLAU31ZocvRv*@jPP5*)=VyrwPw5|KyJtj zD|>dZ6xha(+$(jUI2o+ubO@wr`f&de=wTjqUVK z51V9ri5#sdlAavOPsW$k-{q%;xRgjLo_mot@;QB?jo5VOjZNs9;+Y>{oPmJcV zs`ODh*0jjF=@0267^2a@n=nMxG>Q-?GjByRl1;9+;(BRFb={2`7HlN?aW`r%?2XhA zyjV*$|9l5C%wW#3G=X{Ny0{Y**#B~PDsX)og~Kjve|Py&m#1T0Adc?>!Dq{NJa{(> zHB01pP<;PC==pedpk@h?1qJF-66OC*GHsLVa%jZ(e{<|ok|8G?#heC0GU?sAGXW%EmGf^GAsvFDcrT1$;ioLA`Vd+}a#esK zXFk9XED(n96@+0?op=(d-)qh&p<#pKt?Q~17z{b`N5dg+2K0(w76RGm#7zTYv!#~WCdj`4 ziyQWQ|7Kpg#bpb+#qfcn^3amnfLlG24(v)@}?2v%kzz+f{nJN-c#d~pqzlfASE8Y- zPDZ)f_7C!${2g;*PNl@lmfRWnkRHmoL&?}jL?!s!45C=6i?x0mckNVXzoZ6 z|9BF0IXuhf?@hV$GK0y6nezr~iNAcW<<_fLY6K*0UVtM4q>D3G(?=<#3Uwiqc+yeCWW-kVEZ9^Hi{sVwV zDEycug8sM29gU6r)AoVtq<2hZfvp@Tyr$n?rY_O@zxI12YR4_wR+-24H)V5NGaHr1 zbX=-fzUsaX^X}~<1w`B*OoE6=tEO#+*%r%H%oHoAZUbv!HNwX&uG=))w9mDz8fbLj zrHSShytL5hbrx4M$|$snk3@v33^o%xe7Eh{qTGh} z%kQv2TzD7H6r)%0=gh0{Hh3czY}75H6?H_C-GN;0F$N5dD$%RO?g~^>yEyat)*pF= z8kDrunMkJ1ccg^%kLsxpj&M9O|Ay8(N<)a1+eGCjq zTf_Jcpx;MMra_+t#W_b7W)Vcv4h^8N&-GFoS?K|wAoHGS!lH-Sg!x#;j^(39B+P7> zk0!`F!F=RaLHTI6zpH1r{!D&n&dKcAQrpMQ+^fIpCaCuf2Lw2wg5kp_?KBkEq*%jFY|~l{4(NS77@JRQ$8=t zWGG~|#r_R5=qv1t{X6=!`K9B%IKkkgkU?IvHP3qtbn`hl7~j`5f`@@l&JF_|Q`8Fg z#Z~~`XX;!zJE^L-Frv^lEE&hXmy4Q|%S;d>W^Wx)$Akd~*@VGiAF;t=+NBBnD2(Ym zmXU+j5dhQDeC=tAA0)L6Gm8Q>V9?;pQl0q}yM!EA!SF&vBr4k1$jG8`>1?*zNY z0CfP}WRt7D)rbD_5qg#q+Wy3*=pi@! zIZ!453yUFGSPci><`gD(1dGc+UeC}t0%sK;Wm+XJ1{@)KN(`iq|17s5U&v9fu=N*9 z*dH>e*LzO_%S71g5on=akE#+25@r*&P#iX_*L#mxC>({6cLMDFi$sr{B|B~<@9ZHJ zjTSaK!$)%UvV(av2Sq`J1QFFo8s*I-*~%N$f-dv2T`oR`<=ORaJRsVV{c{9i17{Rb zgYG;)4LbbGLE^j5m3AcDJEu`QkweOUcjB5@Xo_FBDdik?@sO1H5>A zqnA6QZu0PXKBId!H_aWxkW}Rr`5{J=XzK%^(d81mJtYCuho);VgrP1uJXC}BN-O9s}5V%`b%q47po51>#~ zo3`I9B-xr)zV6^JSF^UH?RjyeIq>g2jq9DQ)FRsin-1GDUhM_(CQM9}UCvh<>4e+K z0buP`VlZGE4x`rqf#YXCNxy#PGq)iNw0FEd(BAuk#8vXyL>;rFVS#Lh`+~U_fe3Hs z03y7d1Bmc;4#3=Y4v4uS#qAspj`@rq;VTHjzUhZUbS44T%|gR0c6{W@2ZBy0hz_HW z3WxKS#@RAK7k3Qlk_Ikez!NWsIYN>Yzt;$O69wE+3>%PUhQKr8B!};TnFb^wqf!�bCfM6 z1~|CFE|EzS=G=r@wLS`CGBdu_bQp856mETr=Q2o9FJD>R$Rec1-^4nn4OjtlvG9Mk30HlY~5H{B6{8iYTLChQ;5O zgI`1kg`)V|D6aO2xi>2wY47#bwEf#H9Mjl4ayTmH5TrKM+vVb&2+M9s%f3Ua&rChm z)D);+9vfrx?an4|7e4?@e-KGfBDq0=!r!$5$k|p10*-Ymf*%J9AZ4r}2sn}9AmBuX zg9Ifq93&`_;UGbY42Khxzp_xI=@m0ig+MjwEUdW5N!4jDIXOP*=QVDTsZzs_%0jIW zXT&NMs~EA&jFQE~o;fb4>V_($r{Qn*6Msp*8uOE{r5 zt-9ZLqAqz0^}165GgUJO#f8FapJ0FtdfkWIVGn1(A_+X4@dM!D)GiVM52tn+@^FM% zXZfZA?;5IIocREtQVRr7sRaV4)B-^+$07+qm2AQynHX0nH8gUkQ(ruu)a7-+PUJ6E z;|By7_too;0jewO>??srAa-nV-3Qg~Vq$V)(G6g+EtTE9?x@9PpXI^$$D(WWNIhod zvFb%f)M9(xu?QJIKuK0qbOUA9pxQS*W6c*fE5+5e(-o7mPz;E+opvh?o1cAl&TZg^ zMXU*veyo|K&^ez|0Hqriz{hb)$^sgl^Fe&vji5OjqcHDtK8TEwqz5wQ0WGjfdc-Q} z5v!z!t&;XSy=5DXKD0pQ$VqsK2v?^u>ijt$k8jCxQB)=xq6#GxBbJmSmg&tm?x7*` z0j)MB?RYPS^6Q)rGa><*$mo&etVPBoP!g@l+^|5?y!T>Q!+SuB8s2*`EG7?V0VZ(y z)?VQ)y;W@z z!qw{FW2MXn`&m-0ExTr?=Jno+=pnP|>>pq1OQ<#*gye$=Vcpz%(^4BWiCkzoKrcit zSpwG4);{!b(<4!e9v03Wg0w1dmXfF{#xM3TE*a`8!6PC=H-b0tB7=)X=y52XGMG3? z%JWW1N38@-%}9lxp9vJp)s-0>g_dL)wH50~;RpL?=82sv74F)pii)FD@tj(Ot5;A| z#G6MW1DPepnTZ)of|}K5hxBZk#!4jfRTK4u3J9PImQ8~-%HBZKD4|W%D0>4@%H1}W zl)zN4*kY?)7t2<5{7I6^6T{gi57;~oRq+n9$Pl1aeD?Th@;}M0s%gXKi83D&~%ZXCw`L>YC6)lHDUsvs@%}{w-=3K8- znl&}8UnQ^jr;3jggugV$`fWCmCtE&0>sJoN$Uw^zT5j2OfTZNbzM z3BIC1hWasrQnvu z?Une&eA#VI{n+UN$6*nKx(8_pbx(!?qen#OU^t@=X2k)3I|?AtE_VZocE=HMP#}|G zg_~t1&67^slPPD>)a2zw$)%=SrO=}B^B%JBAkge@=7(KV+rf7}7^yRnoseNqk6z1oV){5Z%k2;9_NZ$bRgEeDw+ey4o$T1R$LoK1e@tUT7^>Friq2EN~ z<>B*Jzv-6OC!ZGv(*JALd2Y_hz&*}+=Xn%Sv^m8!K{+2eUIL!j5nIQlxxA$Ml{Ko0 zs`_qD(8Ysh5z^-`U;NC4ppV`&?7W!8G3{X`_Lc2dQo3K-lzfuEwdLB1;v`50CWA~4Jxinf+h;2 zfQo%lXKO-&MXcBtb+$%Bk5Eq#w)|2p?l0wTIen|`T47>nd*c`VA=YZvZW*(jL27o_ z?T5;4k|Il_%*TOeV`dzM*`En!{}@rPO>|JoX-#7y6N-xquGkD+pQj0ns8!@)kTMNn zxu_d&IvrLTVK-=)*g%~t{Q6^ck8IGQMf5O`=Oc_rhh``l>Ci-LV78GYhg%A0s1hl_ z-Ez4^xI;5U50b+ndXO9r(Vx2GrSroixZk7e+h1;}H$N?&n@7`gj|<+p-muKM(a|Eo zF*e!ioYQ>24a!kK4*hNzCF?m$j5{U9n*t5~7~!7#{-_Uqr-3@)(|lMT`i=tip{My! zSZ8ub8+vT@b^1S!x;>iSsr>C9(HE=UAHVSlYS$m^*V-88 zhd>rB&myvEx;`t1U1e_F}CtZ0~twP;+!mTD`KRgKvRQo2t{^(Il&x zgX&|r!=*XO4$|!AXdthw9fmO5-f$amX1$mYsLp9WVC}4Cu(khP{|&5t{WoOoQeD$5 z!LHMHvq~!oA=+Nk81v6Qwc1oyW!EWXSD{KZzgu1~YMnOw@MEb$^$m%V zt4HrPaXP7Y&E5X?Y?$id&Xb@b!DACcLL*!$j8`?nCB?{v4k9ABqSi7`%tAv43-_9L zKJ9}<>}dUnfgT38=ADh#AW<+}0D?O^4D=|tO+>+|@QZ>VwM7(+#Tj=#Ug!H#TKef)k_{|aHPCG9iko%1jGh?svniRDq)UYQk|2r08k zR9hvCH^2R?a>rYN_ZqXSn*S)HWAvPfV`a%L>pjD>7zDSv22pXPz>J}6V*E8B0e z?HdL;Kvf1fJ?~P({+%yUEGrjXPJ4tl7!-U_fS^q@_-uF4qFt;5!w>qOAAT@)RV$KH zCM%}xNi{lgj?Vb=O7ZHsL8T8e+{*PsCq?I6RuoTSK2&FR*k7wF=VTdMad8kXw)NfV zC8l@F4QEJcpMTcvLX|N5_u&zwh3bSU+y&|Qr!N( zR_7pEj!M}bT&J4fDk~V>w5@t@p~6^zUBUQzwoaj^&?wopilv6qS#qRz<=G`?*F-`b1-F>a zxBc$PM=4lRi2C&=fY81WhWK6<9LF|Fxp zb7aFMZ)b{qE zGap*wAq_^^6QUy- z$|ITd=0dM#4~RfeYAokeDtjHlst^aUPiXHyOpQEhdkMAZK~a=kgOvgTIA$anHzvOXgWxugkr4b#WB-WE^|XD9QS8 zs4Je~=$Ce44ew6>`A2XZr>9ORyaNKb_(P;^E!BXut#Jt>WV4A{Wen(8Bh?t9A_FBD zVm!|B(EL>K|LGokd5u|L=ZAv#|H5C%cRjuts2Z)#n2~fj54T?D$5Zcqj}7x?WgUWH zNlCk_Bg&K`$|?kbMM)$(Yf!xh>YVaBu5BUR1e?tXVJ*m>;Z{Byn9NC2u-W_w+l^}|=bCa{@#+Rk8qk?s=ldP_XulAB! z@n2uzQL_jmSLy!rr+9k9@6URYxIujvhb^)CYBmFI+iMG%@yslSu-wOsk2;?}a;~_L z>p?urn7F^P<56$w`9vAwlE&RXk?a4%JEi3cd% zZq0xgQ#JYw2+Q0Opf~5X#5LHVX^LE)iC}1&!m%oWNdBjLANe@5gwBsezumBcZ-2MM z|JQs^;-4erFVz?``p5ySi+&KS|1={@cjWo!O;Zkoe&-4-%2AVa#lDuSuc|1-?JVr+ zC@iv7?Xp-DM68&L5>4oh`AuV?Odaxug{feS%xYiBxE$2QC)wGGxMI;H$e15n+OS6T zQ1-keHu<#1>LFu(G^#VzmuR>S&ys)8EO6r|kKOxkhD5VQrC0m9ytehx1I{QbXbFBY zy7tpe^F*NSQ>ByZ*nt46rF?!+rrdF5p5L%-2-NXHln<@s(D zwBzT8iv#E^r!NiL2GChgUmoTTptGHR+qLZv(OQ)u!-m2FclK|w6|~@t7n5As3G2Eh zp{^mJKHNKf_Ls{vM8uh0AFap!2Ti~QbX9&K!UPz{2YP5Aa$m<7{=!*oRJr&OWB7?A zN;l9@;`9K^(yA|5P_-Tp%{uM9A#i$7X1|hUz5032nw7I!^J~P@mLkL8lSK0DD8@&! zA^fr-#a?nD{_#3*q6)RyPcragetH*qpObHF`flhp{5@SyPc`|lps2z*I6&ZsXkyU; zd9m%P5WYM!kUk$2?}O^O`5=&vaxp|;+n3m)5gv$&@s>%2`VEsF(!97A#pOM6DL$NK zVwzBC`{^D=eCkd;#gAs6eki(seJx+dNa1yshv_A8TdjL6vE5E}y%XDja%5UaQgfi%d+uoT0;6thhwz+`5ea3um?AdUAW%g5NRwY+Z@ zR*stQ6>pamr6{>B&~nP8hts8wZO1Q9S6BWcczJ=ErbFwvYOqH%R$OoleHEBIy$TGKp<*G>o583hbLYO&`sk*cS@Qf)}fMg@|*nj61x29P-=2(y6pDn75?%?s@0r|!+W_bDW$iOu+sDNW2QSG8Zk=>sX1$BXgPd{S79BU+ENZS}_Up*b`?=P|)l=;cP zCoDq2&ZxZnc#w!WprFoCb52ht>u-BVjkZzJdxQC_HFNvQGP$2p`X-bv2;mX!C$rp(YnkpuC1(bssm5baWKh-#PUUQqCb<|s_n(C+p~ zAsSK24Y3jB|H!@yL#(Yre~EE`vBO{eHTRrDXzW^bzuIS&h-5hIBj@Q&>03mh>z2tdS`^MWFV`OutK9a%la zuQ@MZqT(XJM3bn2iFOd|%yw>wwJS=rhpe*ij~{D*fUA^5z0!Ub#01WL=pmc;!dClY zN%4hfHMm3J9Hy$4M2*G-aS=2o__?BxD2t1{!+EQt;BssG6{Cy@eUcIBUfur^#5c^+G7i+iK3{@EWH6wX`EM#`M8b!QOfn9g)J#q5m&5g>rYqJ|*j6n%Qbe=}HrHJQk8d%9Cx)IzSr@ynibGh2`is`|QJpjv%0Dx74 zfCaq*a`Dl}LjJ>KvpTaRnJ@Q}Mp|5b^OYA5b5!auYSX+&`$Ns(y$Xo685(Q|({CIwfcm zRb|x=QB@`{%*hwq?z;MU{428&>7=B*#G{t9)wR4{f!5fnaPhU}hgDa2yTfJYH&`N{ zdNFjpe$yDrrpg{GKwYvVk;Ndj{rKRe9zmGEQi41=(TW|fFO`grLq*&omCUkn_(+F| z=F9oX<^4&c?)$Y{Ja0?1GFopF!^5}Ch{z?_`Kth=25aC{pxufcr9^aQca!iT5_V-7_JV4mH?)Rz^rAET5~ zOF(^D(L=29sV86&fc_HY*)!V3S#_VR0Ck_KU;Wju7QYes(Dl-)`s{A&#YIy+;zcJvbk{?sdoK2iU1E~m z%SHA}<3wDD7plG7&R_)er=cee7{qOvSHu%#$0X=vp7zk+!Sm%@mr$>5bp0X5A$8oP z$JWg8M6qY~qye_|JM74)7Ek|;WuAyp>67HUx-6>f!v@-<^DoOO?aDvYnA$U+oX3kE z%hj=3wHSU5JTeQBJiBv{RrNT%55S+L_~8sKIFvtJ-aAzoh+wnu2{3ASQfuh_Dz0)>hH_)h6{Qwo%wqw{lrNRuo{mp5)W5sd*hE^ta zj!KN2DwI2YGq!K76_4I9ESpk%>hQjB^}`*>VgJ6QgUr~?X>J|~f%zRHCYPQDy3rfR zXcLblGTL+wBXf8pfy`MuC*?{5x3Q(H0>PU2{t{>!Q0hL0n+ES?|H4fJ^T2VqX#g!r zwfEANZ-~D3v+|#~Q7hr~UVi8Sqj?Z{D<@}{;Ha$C-YYGE2Iv}5f$uMoltJ+as$lUq zfCp}&3fB7;bo3pcoeKj~gX z1!aw1F?9 zaY1sj-rK{SNMG6@8+!B!&dFF3OGMGyy%`QWW}apgUl%j6R7J@PPrKtm{gF|80oab< z;iXZ01RiL3$;^v0q~!hLnyq>K>hfQzZQJKVeZE)OT{pj%UG`u6_0usMXGJtbhRRRx`6v-@n?X?bPw@M!W9wzigz}lun;43z!`ipUl16 z7@!m~ug~Vu;Ue255ITL*X#ZD4gKRe-Y+2NPU)VKI>)~?Vx!g*p+p8X&L-K8dVWf_g z#1sGmyPqFHF)8*kQcNPY1tM?t3{pK}LI4ps1p`t^3;-F$1%Rxc0f21D13>=C|LvqL z=bf9Fo0~YVIf|>Hh5)h<`#t3m0>~&X1`ue^rUL}}o%+>}KXJ&o&CLncc5qCYz{5Ro@4>9|AU{@Ryqw91iT?_F>2UI0o z5WGiC*~a%%@LpfR-ZHm= zgcS7roQ;=JDL+OU*nRcPY^STfq@qog(-uIWvg*JS_gITM{;}!UQ(`lVnn!jU^9F$e ztki4u#a%acvdN};<4#S3C)au7m*5eOwZXr)%wWCK7P}5tDJS}G(bAZkD8%M`^=K&K zvnG3tn_z4;6Ux@sa{Gyd{N9B5PeX;6mzfI7zJn?f%f`!5yuY4NBL|qcqV57HTIZvP zp=~Vh^g~gw*X^T-`g7tm^!75zgGX>+e@>hR3L((Yos{S(TyBlw6r(?rvn*AM7k0Ufn+cEZ zHjTB3JlXm$sKC0AOruR9&$}!oDwvw?@OWeHtHT@35Kntqq(CE2c1|!ADXcQ$A&=Up zDa3M4*|H%=kP=0Y5aNkB0x=UFF=}~^oq@hR(959*4;G|E(KGZUC%o)leaU}=S1qZ@ zb5~5in`i0Mpp!TrnER+xtp#;>-Zu>uaP_Invl1?R@|t=}dux4gsHKd&TwRQVPs~o^ zYSKVY{}k$6(tE#8uY;edij{>%J$UbYN_{CV7xal%RU+ukDw*7`Ph`mL;JnIVgxrn} zCCu%hl$$2Ii=3rH2|Y_vI(j=K6tTA>DSh}mKK%IM%Hx1kgl#HzygQSoO-IyvP8SX4 zbKAaB=NviecT32$H@Bx$WYL>!%>T+;KAtx|d8w&62+b2Z+;@PcQwv2_l<5O5-82J+ zb-D={n#KJ{JGjn^6Y2mbx)%3I!!B19n3SM$AVHB2lg zyRXbVi$m*7xXRKrlJjy))7^hF}Je(GMI7f zXMtVNb_`ob+@#~VFO)6z`^|EXswxJT5eeeZxM#Z51m(X)UP=i_iktG8W za#|&N^t9=c{;>OiMtKy2V&K8tbBw}^>5`^NP%Z5srcU1c5nH%P zyO#rBAbGQX{l75in`k&7)1#b}r$O%9z&*@K&RW=ifG4ueUd*JBX-N$;L1q0NzQ_m) zI@k=MTb#^X^)XIuC|{}9s#%tJFfwa>rJI1K zckbp_w*q&^IZ|Z{z|W-Hpgl41^};IL5A)CX2S;`2@-~g*RdMD2*lCLKHa=-bLCSG)ujc#d(g*$v!GbwS|g-5U?G1gO%opZ z%hMNP`pv?O+#0Kw6quRm*}C)KN#WO8(5p@RA%A}m(<0*^gc;&ri0S7ym%pPCMVx8+ zDmW`-$J{zFRKj65Hs{Ab?$mxOaz$<`3*Uf%(&;oaIzL|RL_((RPo)m9LaQSz0Z$-V z)cJwCBr$9c?5+-Sl2sSzObMa8#4RyA;V$c~Jw#{fYz@_v_$Pi#cv;C?)!|9JFw*QU z=Qq;KGp+-zcIeS?iD6pLVT6Qqrn?pp3GqG&EfVsqoI;AYlope7h`Q&W5Qhg!cJ$hjpy`J61TQ-M5_u=kfoQ4&A?`T2-B_mr{LT=#m5=BEk#^!razsIDx)ptT>yiClC$EmsV5!T3ntXfii)v0BCAX?Q zVJhj?9nYspoZ9LA!(J>$J)??W9q0eyGA|2_WmPflw5WiYx5B-qZ=iZTqva7G{zbQ#Eg@7-4;@h*JvO#kZ12hLJE*gp6kgj}V>Z8%)V5rltLJNK;g+Yp>1ChJ?V4#c zIoS0D`F@k30`UDNFRi#&gP^ayDt^5|75SX*nUy6D{Tce?`j`_+m zP$_j@JsNMozUWEB7uJp^5zn2-^4C7P1D9daFyns#aT%U(ULsYfZqGO1uC(**Q?A1z z3i=KNXb*FWbi4u67oywy2BNkD*6E(ls7xJR&VS?jcu+(;=%rqHl>e{&hTI(}AbirB_T(3x997}B(KfP<)ZmD5(!?(HMgLu)ljFNFloaZ(uHT8F_fSg)= z&;gzR$xDmnfph5SK|{H<93{kGnY z{%Re&vmmey_OC!}f**(~%8Tts9!bf|6C#G^1zp-Ya=(T+aYGIsVk`L&`bao;@xeR4 z<)M_{+ZzuTb7t*&eI(&txB6=3roUD@L(6gjSH5H|!Gqg{`zCC;Yvxzf2rlN8lH-Xi z5fF%6xq5DL&HZT9{z0cW<*;{=WX@iP(1FiW{u82BHF&0&{M1Mmte?~{$r)FHBlh_n;@Cz_flOV&tx@{{d+AQ^bI{R z!ZuAeFh%Eu&{KKH3>oy(5BO>8S&E~N{AGgY5Mk5w7IlcB53ct=s1`Aer{>Dc5gKj^ z5gab(*4K}(VHKjB>L@lou(?NI9e6-!{G?^wDq(gYVAHqf5!Z*ax%Zu4mfpEVrYT_F zxo1fDgzWsk5TRD7%;8)j2i+SlK;eVpyf--6=~KwbE+Z#9eF{Dq-{rt-N)M+7DbD}Z zgx%}Ax8Ex~`r++=amlRWnoDct{nHWFT$kVOP(t6A!{@Sa|2~F!(BFn(?w`$#w{R$1 zweoj;6su8w8c7o_e;t=j}D;d)~dB)FCU$ukbJ4zx$FU>R!c+6iKDP zM_;e;{&DVNzK_0RS*3H1``^HKQ`HGC0kzTZ1sM#aHeC9_0s6iCV71}W57frNH-`u) z;VB}Bw!_Uct{@<{6K*05rQ>fR%t?bT?m~jmYQI}}2`$yS^rPd!F8yFUINoZLd0|S8 z2(dL`)S9w`#~gZ%6xI2S6!iqOniTJm?!_KZ)oi>OzO*brRxs&ZWZ*ZjHlPq{G#T-g zd*A=}QYjdn;(o0UE2YBUZ`#3!_Jgb(l1TlZ!H4!6pn@e5c>(gF?;#)h9(e@k0&zDJ z{{nG!8g#*keCXdx=re+T1L%kL8$ds_%q=USGr(;dz2e452Kx6)lM+=EJN_cvPA3PW z^#a+`T8>-UX)0r7cXzGLEZy3pH4NX`)wfo4;??X;2am0PGCOcw_8cRard+XI^(|h= zw5WHUn;TW2>z(i@^3bEsXL}GuFWLT#WO|M52^E1*$QgWiLc}5%V>R@Dk(A{>BxRw$ z4^kHQx6pDCusCy{Yt z{)Pg$#V}UdUqCfQgK^)KQ#7dimX195fOrQS2T($boGiIrOE0{?ZU4incP#3^e}jQi zO2$L=cr&g;+Bs}vDoHdUyZ-`x*m5Z+bw1h~ex4YX4DN&G7gWjZN%PrOg_Gb+wRctCGh)^G#I~c7;&;2MDnLjhUCv7 z_fV*aTk$QeC=>qNnm}q1r=$?h#=_>R|J2K`3Tq9X&F6^vA#JDstxn)$Cy7Qmr|>gj zb#3!`t!U?hYVn&kvehYs#)M2`o=d)#J&Hc;Pz%Q1@Qtxcap(M_eWEJKbp1ETfS|w0 zGC2Axb>!&9zrfL7se_{zhdqXm{>B#^y}lSeI`@ot6LF%W^j7G?{A5p8ruMp{0a2|Y zVs!~p!`p~v_F~-IMFvgrA-)D!UPeD0#F z=kSSBj1|?>Y|gC?&nlQ`lHc4jS$K1lxEPVz*0iX5lDHT!(XFxnCV^QI`pS_sfu(9| zV+!#KQv&e~^}X?QKJC#~2!@Hdf!Bh)p=?#R7A$gUj0x+jCLjQGSboGd?t183S38-A z={7SLYvEA$)u9Ul-YD8B#TCkG+L z;(z++bDTE+^Fp2O|GZGAdrNO+31dm$ed0w_EJ}#gVw=~XDT)P+w(UoKxufU8aN3Hd zWUN?bKZN(ysa%x~pRpX=xt+ogc2cT7EUG%}=zDME=ZvYas$XfAkeyoWO#604#mV3G z?UH8oTy6EM)l1tSiNz|`tef`d&OEUmKaeVldrOudF>ywTEbp4de@!kKzZYT{hc z5*9vH6hO$|Dx{rQroSBdURqMmG2OfCF@Cx%+f@t3k0lqL5;7&(XWqDKA$%eI##I|> zqeskjMH5+9R<9NY*O@vCK1s(_BwqQ7n=3T3ySs+ug|?Gc#L!nxKslZfk1!^zLO-El z^{Fa&UO^Sob(3lBW>2+pZ6^EVddGcpw2kvkRqs-6`PegyMVyr8m#&NaGG`7Pxlk`2 zo2jl4vbDX*xVSvdxVS#Zu|hpUwfe+=Y*k7{sL8ZJ>!VPUL!DY>FNxs!akgi=-PYGC z*Tn^00;K6*+jiC2=C(U3M@4k9Pjkc;nOAOYs_G}RS1HvA8wV(*MttnoZ&g2=?(NcB zsT>Gh_$dW`9MrE$xH_Sh*B-TVLG8&wR$g_|phQt_(qM_rrs`@xD{|CrRjWySzhu!ex?)%Da(wdlw{wx85xlfk-Sle7csVxWia+)ERikCh_Nq2lWnZS%=n(M z^!_u~^E}tg^_=_Mzw#Q@{uVSUcc@of1SJqZG6KKZsMiJ&$$i~29WRccNj-yQ;4W@m@n zvTaCb=Xh4%B9xW)ZEL>1Ydcp2qsfMO-kjC5lT~Y;$;>i#Yj31m5(-!P;3sCn#$m%QsmAsq_N|^16@GfMUZoR{9;w7v?J>Mk;bxMxhw8KEh+S>Ptn( z{veSI*^{hRtr*zMaxG$e;SBiR4pjhG|4{|WVVi1EjFlIaez~bcnQN8AHpn1_%r|BZ z8S0>Tl^KKaA{m=JUl?J;Tt;>|R75pvHlz3O*!h7DlWe_w4DVAdsSs_4ppljU<8i~2 zgTRebP-q5QQ6pCNM_bg}vu8V_-iCs)vfhfoJ}j_sR$ODxa+pAKx4y$#yU;zX^%uH^ z;k8?l6A$81fQ#g<-_L?<%;Z1B_=c6F%uzu`p1*?^X>zT|@rBLC;y3PCu5`!#{~64Z zbCx5!I&t};@2As5itXnOH7;7#9(3aUoKkEjhSSUwxoRg{q0{95j|Q|!cv->jVFJ)% z1z5lA%gJZ$-T*B_Yzq(Wl0o6Yzhppj*b%ljhwDxJ73x^aDMy=03gc#R)t{fmF`ryz zjJiNoV+~&?K)-ULP^LHKH!^21QzqOPQkw}yw=|U|F1^KFEiwRi>G7$al829QhD&NBl?z2-OY zv1gg^`gJz}rlpLQQg{*?D}qO5ujM^_P8Y3~sgZc0KA_)G#(i;ip<(JVO;TG+E_h!t zsk#jZG}0P85-} z)R3~}I2LUs7I5Q$hgd*QBA=k?(XDez1_)<-Byipn$fAnac0E6EwTre)HCBxVPSA6LG-I@>dUe@cOi_1IN44r8TDYG7upJCLA3-9h&a8qQ2H#01@q7ZPs2y>$`og zWc25jK#FqrhEY~(ml+?TTSr#Nj#E@mEszbmuUFqit8N9OMt;=_zfD5+C8+^MZMne% zxapK)$O141*Nx6sELvp}PF~bidgm;pi=SB##9QR4Z`+CkdbfnTk9mCulf6tF*G{r8 zBP1cu68~~N%v~7X(igk}?GJ96#LYgCjGQ+d+$*DaKv1*^npmZlFua2B@kKu^toOri zq&fB&lS%C+b|4h2P)A+zS)Co5H!i?%d>=gmkOuB={l7Plg&V#`JRTl2@Nd|&cbnVy zv{kaC0Tz+jymz@}pW1&Aa2eWyz#Jp0-o2pJIrsTSL|IDbZMBWGc<v+?RsIICe-_g5Zg-pJ4y~aE_KpzYq)G&gu%Xj4 zIq7>}AL0;F-gV(_$pzdc$BP+*^pSIdXwwWo{9#bw8z@&TsDRFcI6*4n3-YA~SkRjy zJm;PbEak(>QVaR|O<|o-O%@fctFt(0-I>Kfw?VfKL?MNj+oO=qVBjWodjwaXJA;(A z&8(As*UUQE|I=~4=C+w#2~_&Ts9~u2kTq*Ry+=-8HuJ*Zt=%#BhH?YCCF#?sYMDXt zq``^!J$GQu7D%{9svhO_CmbFDr(<)TBG9B@A-^9(XC^*C3NmXf?6Q<*tOpaUAw>++ zpyH(Cqtxk&`?oLqe5BG^;aN*y>B|DF*fampK_J{LGOJJJtx~rvJo4D}v;B=_ zVTDKdjsjbmKs9}fJn78Qtp$ueslPNT^_NDe59ispmlqvkls_@(ekBuQ$`lB*7iuPA z%lQVa!}(@zD%qtTtdN`<{1mMTQ=ghjwlRq&P@N)CzL^attm*~LXK|1tep{4>fb6wHwB4cT^4Di(WScZj9Ax{qC*w+m7Mg7u7M5iDF$mqt0n3YfI~JHw1tIp9j;`m$D6PTaen?_tXU!;1Ze_g|}%N7hZ3mcvKZ-JS4$-A&0I zc)>W;rsSCo-D?$IwUuTs%YElwL2j>sXn7@JYq=gj#)$MPh+nB+q)s8q-mPTcQuD-o zum@GneC3_`B}g4@xlQUQIq|1+f;-gub~8Dm&)NJqhvnU{T2^#qF4W30vWZ9O|7#R` zt2=e0V_Pxsn8svo(K(>dh>sOGRjg-B<0g|z1(}o2m1`3xU!~C z`y4CWkdem%Qasa6H;s_PI!fK?OTbkR>uz+}ubwKh&U}Q^Q@H#JSXLuOO~K2X)J(O3 zLli(M5Pb5{!EJ|?|0DWMvl;^Wk=)fNIEy(-utypX<~CS-SyPys=&O~U&81_e#HvZf z?rRc4W`)puW06uYdoWwlGvMUsZ1)1;ly2f;W@}trA5u^34EA5%e9an`!(@AR6qwZW zpWX^NGzz{|7WNW+TavpZtLU?p6JgSWKfc&TQHZ%AO~Bj`5gglXn~*oC%H8w*Vp6Hs z4{?P#E)$|i{C#F&WrAoR+Jz4B6^bY>hsfWoTvfV)Wr4|hvGTlzAS;&TA+RFw1mQt0 z4ol!hLDu#9WC+RS`d~RXVYe9u58+nZ*4tP80@f1t540Ke{t^$Fo775;5gxSXAly~ z{&5k*i}%bu`vS6t+K1K{`9e=_{C2EBxOx1c5iz3Vd{+d_4*9Ql1%f})47%X`TxX#d z3|G4oHuS#yF_F>0$d4u+M*9)WOGoo_8&r$$58lfct}aNU#=PdGnS4tsJ~4{aqaG^y zmk)a`DI#87pTpJ%VxFa{w8ovxC+BDq3p55R^8FB*aoSJNRpSz}0VXVW%kl$Zet?ii znO=L8!bku51v5HbrsBuFBd#a?;nY6#ymecWN@tZK$J{4L2fpzl&!9YoJO6SHWiwoy z=g=O;YZSAi@liIveFS0=0yQE7`m=tddrbBLeWu*iD$M(Dg@A~9*dwSAdz;M|L+lYs z&M+)~Y#EF_A^-^6Z7#gvs3DDXiSy#HE!9t0X=E#HOl&_g^G;JNs5e@3$xIw~1U=7= zo}_1rE8KcK%*p&iGYFo%Tp9J2%>)z+0|~@IEZ8^cqqyq(3D>?TU@B(_5%;T8?zb`7 zzFb)``}uo%rMG~zb|Nsi+ym|K&c}mVX*)aNcxCp%#-J{)-GG4rAas}ffd?S*(UWeY zmtPu>Ysw{^C8Q8T_uFbn+kX6@EA!6h$qnSs@#O4V6*VCGw?Z=aty=#FG6qBHP zldQv6SW{$aXx4NCCSmpRW?DFMtGHqIibziB>i`yx-Mb*5Ddl=Jr0uvR?camAYW~8URRVRA;A<^y zC)%@OseDny^ksHT>W4THA*f33c_IGtrn{$iCJlJp7Ytb|B*P@3G%^W_TwTM3u*pLT z)cI6%ZXjYG0R{X`4HFqldAv5s_o{B$-iFNjejH72bSIj3*i>b`kbYlsf8l{Nh%k`z zEKcPh`RVh#&U3E!VBPLe=?v{l@wqG#^f0Kpo}n$1Ko!@N=1(Vc1Bi01e77J(EgH8& zQHwIO%}Z-{^aMP1+0xTzWSV4vx866ZwrWO0)wLE9unZNiNHoM{4qr9k1ge%~oCW3IE&kjh_=t{)o8I+bUh zeK5g(^Vnp|IpZGGPt&5f>v4;vcTfcuC_V12%w8m46fk-|v9%*-`8<#lzA)pcIY^r{Scr*EK{(i?z9_qC5&-RRTLPr0ss0}c z06bu{hNR7>*Y@lmoM;BG4H_Ucw=4aXkBf=)?gA4Dt8ybfUATm}g^O+@g%fkYl)Gw< z=0M3z^9C~DE=xUgz_O#VC458m!_4n2Xf;dp*G`-$aXek4(+f&#ga!XYy#cdmNhQy; z4s(+oTKi#OCr}w`Mf72Ao}und2uc>62M6y#Esd7FpuZpJ#W*-(Kjc3;YKvB!z>?jcq2@^JIU!mnML!} zo=PdoXM~DFven$Q)gjjWR!SXXu~%%`%c@7uylMvJ{`ivWWGU6H? zFPMpCckq1vgL$aCiO37qzXs<09=ZDC({~yr-h&=CI2%J1&u#YW|GXZ5#bNDYOtV$> zcp=MF&ge}J1i+V)$3x)yVQMF?5b|Gr0;qSgtfdAJ(M6|W=Bks{2_kZPXuRG!Oz{w=`#d6FB2QNi>+BQCi z69Tu|9RHqN+sFKdylFyah9kpJ-YWK?+3%I-DHlm~zJ@*#8=v*!uWF2($<6tv_W+<| zuu&p_q7Ju-W2M6U%0{jB`$|>riGoX2i0>s~I}$0J{->!BJ>gW|0K)q>uQphf2REk( zYNHE7$KBWfnKw(}b$W59O+?G$V~jr0?)cDZO&K$K9kYt1qcuYY1lR6;a(Fl8*1Sn% WiTxsCVXB&G5%f}jQUrc#&;J2FSCfGN literal 0 HcmV?d00001 diff --git a/research/gauge44-ends7-t16/evidence/layers/LOCAL-AUDIT-LAYERED.json b/research/gauge44-ends7-t16/evidence/layers/LOCAL-AUDIT-LAYERED.json new file mode 100644 index 0000000000..0780787674 --- /dev/null +++ b/research/gauge44-ends7-t16/evidence/layers/LOCAL-AUDIT-LAYERED.json @@ -0,0 +1,137 @@ +{ + "status": "PASS_INDEPENDENT_EXACT_FORWARD_AND_DUAL_ENDPOINT_FRAMES_ENTRANCES_CONES", + "input_file": "FULL-WORD.json.gz", + "content_sha256": "db2c7cfb3f8eee2b76c2e0154fc530520fb4d90cd9511a002cab527b16033b83", + "compressed_sha256": "3b268a3adb543e930454e9d9405e5f7a664c75c487f6c5cbe29c199f24a89789", + "parent_center_interface": { + "parent_path": "research/community-k492-audit/pr622/replay/baseline558/complex-global/base/split-centres/CANONICAL-WORD.json.gz", + "parent_file_sha256": "66d3c3c70983224650643a0a05a21ac6c6959f84d0f4528650601016f5a76844", + "transport_tau": 43, + "ordered_frame_bases_match": true, + "all_ports_match": true, + "transported_centers": [ + 92, + 57, + 81, + 224, + 11, + 240, + 9, + 256 + ], + "source_centers": [ + 92, + 57, + 81, + 11, + 9 + ], + "ordered_frame_bases": [ + [ + 256, + 128, + 64, + 34, + 16, + 10, + 4, + 1 + ], + [ + 256, + 128, + 64, + 32, + 16, + 8, + 5, + 3 + ], + [ + 256, + 128, + 64, + 32, + 17, + 9, + 4, + 2 + ], + [ + 256, + 128, + 64, + 36, + 20, + 8, + 2, + 1 + ], + [ + 256, + 128, + 66, + 32, + 18, + 8, + 4, + 1 + ], + [ + 256, + 128, + 65, + 33, + 17, + 9, + 5, + 3 + ], + [ + 256, + 128, + 65, + 33, + 16, + 8, + 4, + 2 + ], + [ + 256, + 128, + 68, + 32, + 16, + 12, + 2, + 1 + ] + ] + }, + "v": 112, + "h": 9, + "R": 480, + "entering": 192, + "lowends": 78, + "coldends": 48, + "compensation_gates": 7208, + "local_profile": { + "1": 2412, + "2": 418, + "3": 418, + "4": 170, + "5": 68, + "8": 8 + }, + "width_inventory": { + "4": 56, + "5": 32, + "7": 30, + "8": 122, + "9": 240 + }, + "checked_columns": 704, + "elapsed_seconds": 0.8600000000005821, + "scope": "Exact rational full scalar map in both orientations; all literal native frame chains, center levels, dyadic units, entrance-zero response, wrapper exclusion and final helper row/column cones. No global owner admission or exponent repricing." +} diff --git a/research/gauge44-ends7-t16/evidence/leaver/CELL-MUTANTS-LV.json b/research/gauge44-ends7-t16/evidence/leaver/CELL-MUTANTS-LV.json new file mode 100644 index 0000000000..4d4ef7403c --- /dev/null +++ b/research/gauge44-ends7-t16/evidence/leaver/CELL-MUTANTS-LV.json @@ -0,0 +1,261 @@ +{ + "c01m": { + "base": { + "audit_local": "PASS", + "native": "PASS" + }, + "window": [ + 611, + 631 + ], + "mutants": { + "M1_drop_leaver_restore_233": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [233])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M2_flip_yy_B623": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [172, 175])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M3_delete_xy_B611": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [132, 135, 173, 174])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M4_target_reads_entering_h448": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + }, + "M5_wrong_leaver_restore_233": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [233])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M6_unrelabelled_dirty_yy_source": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + } + }, + "all_rejected_both": true + }, + "c01p": { + "base": { + "audit_local": "PASS", + "native": "PASS" + }, + "window": [ + 611, + 631 + ], + "mutants": { + "M1_drop_leaver_restore_57": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [57, 58, 224, 225, 226])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M2_flip_yy_B623": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [169, 170])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M3_delete_xy_B611": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [129, 130, 168, 171])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M4_target_reads_entering_h448": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + }, + "M5_wrong_leaver_restore_57": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [57, 58, 224, 225, 226])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M6_unrelabelled_dirty_yy_source": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + } + }, + "all_rejected_both": true + }, + "c23m": { + "base": { + "audit_local": "PASS", + "native": "PASS" + }, + "window": [ + 611, + 631 + ], + "mutants": { + "M1_drop_leaver_restore_58": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [58])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M2_flip_yy_B623": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [169, 170])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M3_delete_xy_B611": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [173, 174, 196, 199])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M4_target_reads_entering_h448": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + }, + "M5_wrong_leaver_restore_58": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [58])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M6_unrelabelled_dirty_yy_source": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + } + }, + "all_rejected_both": true + }, + "c23p": { + "base": { + "audit_local": "PASS", + "native": "PASS" + }, + "window": [ + 611, + 631 + ], + "mutants": { + "M1_drop_leaver_restore_239": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [60, 63, 231, 232, 238, 239])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M2_flip_yy_B623": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [172, 175])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M3_delete_xy_B611": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [168, 171, 193, 194])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M4_target_reads_entering_h448": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + }, + "M5_wrong_leaver_restore_239": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [60, 63, 231, 232, 238, 239])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M6_unrelabelled_dirty_yy_source": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + } + }, + "all_rejected_both": true + }, + "c45m": { + "base": { + "audit_local": "PASS", + "native": "PASS" + }, + "window": [ + 611, + 631 + ], + "mutants": { + "M1_drop_leaver_restore_441": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [52, 55, 439, 440, 446, 447])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M2_flip_yy_B623": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [137, 138])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M3_delete_xy_B611": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [141, 142, 164, 167])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M4_target_reads_entering_h448": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + }, + "M5_wrong_leaver_restore_441": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [52, 55, 439, 440, 446, 447])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M6_unrelabelled_dirty_yy_source": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + } + }, + "all_rejected_both": true + }, + "c45p": { + "base": { + "audit_local": "PASS", + "native": "PASS" + }, + "window": [ + 611, + 631 + ], + "mutants": { + "M1_drop_leaver_restore_255": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [28, 31, 247, 248, 254, 255])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M2_flip_yy_B623": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [140, 143])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M3_delete_xy_B611": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [136, 139, 161, 162])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M4_target_reads_entering_h448": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + }, + "M5_wrong_leaver_restore_255": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [28, 31, 247, 248, 254, 255])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M6_unrelabelled_dirty_yy_source": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + } + }, + "all_rejected_both": true + }, + "c67m": { + "base": { + "audit_local": "PASS", + "native": "PASS" + }, + "window": [ + 611, + 631 + ], + "mutants": { + "M1_drop_leaver_restore_18": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [18])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M2_flip_yy_B623": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [129, 130])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M3_delete_xy_B611": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [133, 134, 161, 162])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M4_target_reads_entering_h448": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + }, + "M5_wrong_leaver_restore_18": { + "audit_local": "RuntimeError: all-column endpoint failure (False, [18])", + "native": "AssertionError: ('arbitrary-dirt endpoint', False)" + }, + "M6_unrelabelled_dirty_yy_source": { + "audit_local": "RuntimeError: nonzero entrance response", + "native": "AssertionError: zero-frame compensation reads an entering helper" + } + }, + "all_rejected_both": true + } +} \ No newline at end of file diff --git a/research/gauge44-ends7-t16/evidence/leaver/FRAME-CONTROLS-LV-k8.json b/research/gauge44-ends7-t16/evidence/leaver/FRAME-CONTROLS-LV-k8.json new file mode 100644 index 0000000000..9f56e21000 --- /dev/null +++ b/research/gauge44-ends7-t16/evidence/leaver/FRAME-CONTROLS-LV-k8.json @@ -0,0 +1,54 @@ +{ + "base": "c836d892", + "recipe": "FRAME-RECIPE-LV-k8.json", + "controls": { + "shrink_raised_B": { + "builder": "profile and width pins", + "stage": "native_atc", + "native": "PASS", + "rc": 0, + "reason": "}", + "frame": [ + "B", + 539 + ] + }, + "shrink_lowered_B": { + "builder": "('nonmonotone', 174)", + "stage": "apply", + "reason": "('nonmonotone', 174)" + }, + "shrink_T": { + "builder": "('nonmonotone', 554)", + "stage": "apply", + "reason": "('nonmonotone', 554)" + }, + "empty_B": { + "builder": "('nonmonotone', 169)", + "stage": "apply", + "reason": "('nonmonotone', 169)" + }, + "drop_one_lowering": { + "builder": "output word pin", + "stage": "native_atc", + "native": "PASS", + "rc": 0, + "reason": "}", + "frame": [ + "B", + 1232 + ] + }, + "drop_one_raise": { + "builder": "profile and width pins", + "stage": "native_atc", + "native": "PASS", + "rc": 0, + "reason": "}", + "frame": [ + "B", + 539 + ] + } + } +} diff --git a/research/gauge44-ends7-t16/evidence/local/CANONICAL-WORD.json.gz b/research/gauge44-ends7-t16/evidence/local/CANONICAL-WORD.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..5062a1f62fd19777ac4a3d32bf0973a3ed71658d GIT binary patch literal 150886 zcmagDWmFt()GUe(gAW9Em*5V;U4pv?ch}(Vt_kjL!QI`1I|=R(-0e*A-tV4se%y8W z@i4R2bocJA+O?~mCXRxG`1=R-UfJ3H!?re-@{Wm14?opY=G#inW`iO#!optZI&<4v zg5U3?W&>0X><+zE z*J(1)Z48=sFCgox2TM@%8MOEY-T2Nb5+mVYjKhwX3z-iRF-|(x&5)yeJNSFi*8@SU zFk&XD=NB;&IRCXu47lwXh#6oWT5}*^<^n62`z6!BZMHVB?fm2;;jGzkmWI5JSsK4K z4nOZMhbJ6xWJj3By3{}#B9kGmDj)wY=BU1jI1b%mB1L2qmc=tm*n!Px@-sl8kzM!h-3sR7Zeuq(R)CK~P#p zz@mWEA19F4&!|s|#oX-=BYOUK*Q2Y^l#&F zuO3^@%LUdW>$>Epwsa0OdOQR;5F+JRgjoby3`9G!jiD}omF|zBqWWoCLxW-}-C=E@ z1d+*1Kx(}l&5CtQc`1i7f&caMK-LGt60zlvXieNkXOfk#;f=%&1<-ab{xK*uGmzTK z{#Gb0lNP0Ff|XM7DU(N2Qm7C~B&ucDFuCygX!$Le6yX8lsQV6{3r`Q9jG0fLj6a7p zJofygJ8LlgzETh~Q!i>Y=n%+9CKgn4k;p#1kRH^F0#FkNk~tD_rCU^#wd2+uDW(^@2s<+Z zex^eZx?PR=ua;S7+4@EZ?g=WQOkOdT19d9zCPu?!_a2=|G#nWxa`Pi}Jf{wtcVO9w zhwGxE|IX;M=N}sgYPfoV-Uh(hOd;Wn1VRoq2F|tu^T(hZQ(Btu+hsc3 z^lQ+nypiVG(q;fzxcEsd3zZq+^Gb#*68Ky=#eWY#MV55cvC3Z9(U&XwV)Ld&?<>B( z%pl}k(ekW|(Tk}*U$*PeAp?vaT_fR^!*TZ%?c~ttEV1{+O&&?tUoo*R8?l5kQrGQ` zq|o^tN#1BdCib%EoeukTRudKx zg-XhwQ{tD6HVXmBT_*7bX6Z#4)lG6p;yj;T@`ZZn@+Wt`)+%}lbys&i<`H}}&o;2v z5ebP4Nkh??0FWOs(xXvmFib09Mr;5e#C0Pe8wh#6;ayvYCMDl+|mas6! zV8`hL1$%`}O6eXcxGX|#uEhI#mL!m-GeEHzHeQd%rNL0W{%q;jT16|lfGz1A z^vq*94yOx63`GwmuVf*)!HsS+5X@YYskdYt+5XP45sVapPT|WFN*DSUs>#L{$LIJ+ z{&doGoDgKjmRg-yw6Prn_YxF#$W(PWQ08z*89Z-rkW~D!!p*{q3)(ti*}ZGxWcON^y>-E@#J9{q z;wcnPzd@Edy>C;fk+qv!yud!k0H&7}G{}=<~ zTYHx=H}S>yfgGfqv)9XCO0_f3-_nyF6r!)Q93|@6N#vPM8Mg|Paa;$``XT!q4O$BD zjDsu;=VOjt?3^ZxTO9&)_7C!INQ~^Nsbg{b(fWZWzl@r(6A+p~U*Y`G`=zYn1XP@? zhv>7-2^`tT>?CBNBukKl2yrB65pq>tU8Z>G&a(=Ui$U)`YicX8 z_9cQKzZa2oLmaoEV&9osypVCTAQ8|Cfd_kV;s(sZ-~zWnP5Q99PM9bYC%s<(HV2Jf z(BDNA9inZLQ+g_OaAP6k3D?06sxfPzhLZ!SgDf>9N{exz(wNwxCKfUiMdT{hGrcvW-bFvxhu%IWpR*8qE7*p zpTvoKYTa&FaCKxte>4~kQdYJEW2WS8e^AvGnfoY2{)15#=Lp&7ayVF`QNJ=uT6S^m zd&&-ldgm^V{*$2d3{y-|?WV=*4H$vRTJYn(a!1)_(Dz3_hkohS*E9Hm28svD4`;V@ z)U>;%Um4s`{3Ps0?g#YaE~b*;;kZIKw)m%~fB&K@#4zq_HH!HGTlPhW+Z8;XiUwEC zd^%VapB2L(QavfSXc{F?lGpLDqJTI%W+v;=>@czNxc+S{(W<*lzOrM))#PptF2^JN z^oFjh;i!X|T3wL<$oX6UW|~`#?W$OjozX8mU1;@@>li=rXe~6K$GhetA=a4*0Cxzt z9G`jf=jtSR#qhVs(}C8!sMqyRbr^@(2senBbOJk<8J7>PkkHlwqSfCF-_3Wqlw2zu zM-135Lc9Hhw&p7LBLPB+@>U)#o|y%MX~Mti$`RZ zljUL5N@Gxc?3a!no;!;mix7)XWJJ>$Ugoy|@2J_znsyr4F>Y%=?rYU9}hRgI#2>2oe)$psb502vqGhh5hay?&Im$Bhs?et3+j=09sp-IM3&qZS9Qp)pxLCK- zy9$FHk9uU_RP9#NqKYd4O`*n42)+H($M`5x{(pLl@xR^zdHxv6$}T+$vBlKastoM| zP)e6Jl$6sa(p{fR4adbr$JV25}_H#*aHS9arHnZiemt)%HOJS)IzBKzkypqt1w zj1#_!m6*nvg;R}iX|Gn91V3u|Xn|pado8Wl5r(!Kh7cIS^pS|7 z|N2c7+;6%#utC`W{Mr_Hj3L`elB;}7Nw}cL>L#;0rO$0uTlZlc*g~K?p5Mkw838~J z?FOM{QXz$^2oK95XzJ1m_>-S&ddm(iDksnZ1}a+uF*Rzo5ma>pBIzu602ZMOwZ9P- z@t?w(Ht|$x4Q6V?M?LMg_P8VdQ_E`I8yRCieq1nP!R6axw+Yjz6 z0gx&mBRjB!c*PJae^d>T{zDIb6r+1{i7jvsWvx6UasxFz#vQX+z2JEVF@I`aG+&< zKB9VVThFc@x`AUETQscHnFG(=K(git^<3V72uT1ErHF__uS1_hFb8b#U2iFVX+K~d z?C7x_#$V=HSt;b>Q?JNLTZ|qII(1I(v}xwhrQUl9p*Dw@6ITm7KHDKj4ML+6*hvge z9?ESVCPS7Y_DhLxlEqAwu)6LlxYfi$Wa0>bb049z*&{0!jN$?G@BH13h!jWtsnxy% zje#J5qr_rkPACAHs+2 z2mS*Nu2Vhul{jxBx`m63Q?tftFDYC05(P=r}c0kA~fbw%{HE@ zZcwDP1aary-xav)=q$F+HZ^U4Q8HfB>1A{vo_L2>NWQN~XX0Q7f_fQ9`NQ9xdeYiel z>TwA8{=`9Qe@g`yFHm#c*Xqn`dI#R}IE~k2$s~z`n<1g^pxE^4abN})j<8a<{aQLS z@JM;bmE!aRhY_6FB`okz&*B~XCZ)s;3Z{}BPQoLcap@x^5eo#RFg96WLwSv|4A_*l zN>c{7ez4fje}rR1f|lm{90-B2loHwVW3m)C2Dev&YyA)w|Cd1lejSBBR@u*HT;#^x zFigblpM>(l5V|)cBH{S!_G|8}=eC;T%*>A6$ZXU{%zxmcWg8Y)dsUeeymRE|PACz2ws@7{C;v|<} zj<>Na(^Tss`WtqnDL)X{IG_TuiYQ=I@T;gKB4S$SOG@D}UFx}1mWh?1{Q1nHzq=Xu z;qCQ?$w^4OtUNx3`&f5Wg720$_H#C8zEUDT_l+7Ib!KGSj7b^YOooK?(u}mG^wLqV z@kGw!*#?F>gu38(m@9x2=5FdrRWtzFKbg=WP}p>*Bsm-+Ca2K@Cr|`kZ1h}~owh;f z=9_h(bO3TdweIyZi%AHI|Ex7U-D8pc*%TzNk;kHtM0b8sN`!|0rug$G1IZ3tY{@lE zi_)+hXntuf4TaAot4nH*)%7{hUk5TS9UAoeKORpuO|gmMA`ewFs1~H9)zDg{BKgg5 zGW?(jnX|z3LeZZ)=Odu9;W;X%WN_7C@zCy`=IA8B~CUcXnmX?@A5q}Jk0t80=b zWmx@eVnBC8@daAkI|{nsmDjRo*6t*X{7Vc&M;wmFWht{HP~t!86;XRnP;X z+~?31p6htVF{F1%r%NUl=)8i$Pkb=zu!fk}s-FY_c0t zBkw?~dn{}S%_5a{?D-f8%?hwvA;Mfq#7G!0&j*dHL7N8Zsh>;Qfd`)<;1fFF%xJv~iq7-TZXUIttB}zclL8RIZ_2)zHJjx7t4NC%iPv zbl4l2QB-GOL`bqXi zv4ho|B%<-_+N1U6f!$C_>H_m|LT44w9pA2UlE;~y#NHQqJazczK+DB6QPnqMG zu6A)eWx65O^%K=R_nzYyt~(i4a)!_8nlUO^>kE67_|KYm#0*4DN8gN2U9?=;xjD>= z&gmCRA}Z)6Keycx%LvZ%@)l_3PN>-oM1c$hrdi54_kT1K`K-Gb^VFitp5cHvcnD>4-tDgP+M%We}AV_ItEqF@8bVrnZrMpaeU#YQ%sOm{Mi{aHjVL(KI~aFKajoJ zZI{;0Tgmxyv&`Ytot;FPTVYsP@TAFWVM}`F190kWA6vCn8duk$@0(eDM0t1-YB;stFPc3>?g>+}8 z_F+sJ(53gHol&FH60Dz)PQIwq4Q)x9RmYSvC`%20;%)Di>8(21< ziDEgC>NOi6pq{-0t>|6*x%cpl9Q`Q1JwY1&dUc1B5ci|rIN`t?!KW zfbC#@|1Vj$*E)<95z}=__5Fj4K)c)rF9X}9pK+2h5FpMb$68wPjx$X5pbQ_5W#Ub2 zf6^&+FDI#vuyFfEiCdDWQrBsh4sxxT0JkBxFth~Y9wLMm2!&Yw zHFnS_K27Bl`RK(ebLeU;2!xdYnobfyCCnB@DxSEzX28kpzTy_rnLb%+teKo@NPIFQ zR<4VVcNU}S42T*L;^O)2qdA(Isu-}7PgX97a+d6^UY{V`0D+0mk&@-&~}Y zlnLuzjIhj&&q2T6&2YP%ud4mQ`1JhAQK2gh`go~0WiObzJmpWB0a1llJ|RpW53XFJ zT=vA_@?Ct)O(KHQ4!hC!!7xc%Obte@-8~$WlaT|JDslEtDG#b_FHOB11=UpM=s9Mg zlpxaLb2H6B9}y+&ntgG9!&AY}u^K8u!%yv*9X=C^(Y8Jx)1jW2zqH~93ZOq5DY3$? z1zvE#`Ye9C^1C7N3pb;;nVS#O)VIO)Z2-(u%vjYhD)JdKAIR`lcx^9OwU0vToeXsG z9Iu9dty*NU%?MuvL~NDUXTsPXThP;-CiPr`cI(7G#=`ep8uWesba-#k%3_rbk`@#t z9WU%DR>6+wqEA}(74Oo9idfOzp@xtySigH1C%&6i5WA9;M)ZtqW7wZIwgJHJz12KY zFR!I`ZqDFNa-OOn!kwevJ2?vXV{R<0~a|Oqa#6nF&J-47N1dt?E=Uw+v8B!UN{w5cDoQOV73ww$94LJ zC97+d1q$0E)A%Z+q9;4zX^}uycJOAiqho_kyPy1e()cFcq{^K90}dC<->>%j{VLu0CAJLm zbb{1>Mk%2)cX3&DVd+lu2Z+OXuO|6CtXQ2`NL@q1NTh!iI@bBrBDl7PH7xAuNNzmk zy$T#17VgC*9xLy#2M#BMs-;E4AzQQnMGeo z89kXvXe95T%IZ)*EZ0DiK1rRc0U-tmRF}NZ)Up{7mj_xMH>^7~@JaYr znPm{jOEf*+;9q5NVxryKV-q_muh_rUKzq^nol3>9m)uPLb3d?h;K!`wmNvq6j*c~ z@5XUIWshT z7K%V}eT)!;U=rrWEA>fTTQkmeQ#JuO4hj~1Pb!Ekdcy1?}KqR5bGMc}y&( zU_m?fy5?n`-=q5M+=QQWTAEaBZj6)osJ+977t(=a%YQXk=!jP+jHfaQQBZdqW))Wb zkhpqE<8A`Q4wxeFe+jdLHAT3}vqpf5>v;?_lrT+HJ!vBGkrU2hG8>2gz>yw!#Ublz zms(?be@O#Jzy1<*8@{Gee%(!9kE1xQzD7sxZn2nUOL!#O;c;(T|3{iWUrVr|N}aHm zQg&oPX|3{$h~JwKqq9280GMis%A>-aVetEX430Jfyu(2<{S4-FH-U9WaU1dH)Txjx zS`{}pq_p2&_d#BybmW-KryMI?u+A2&hJ-EPrv-51+!w?mQYcvY>SG1DWw@=!$cWSO zyPXG^Y;E8g$;6WZk|W(fz++5Br?#?a-JEJP@E(5C;uzpB;J=4#p>;BXho9Gap5yT(%bW*meL@398#%^-;CB&*js>jk2*VSDjYl7 zK2K>uypaTvpeV>^QAo0MR{j;S5D$dx^Z|u-(GDx$pHLTJlY$;jtVR64vuOWQyg`+N z%SOuEy#xV|Fx-A5*cwPVJSM^U)umIwRnfRIVwx4iVc_^+YzUwU?QVC>9H zitUdlzeal>`P;#oC%%{$lf+iD9I`F2fBF2ztApBPDdAJjL&@@HfmkYia%|>}(v6c7 zB1z|*j4+#LJ4$EOnSMwkFt|Kz=G<2HP59>1`plSUc^szov7xNgOW+XyV|II6-l79v zYK=OICx6*K~ujw|HF{7O_-ng+YH!=JC`=TI%^5c?3+99bjDDDc69 z7_4G(4ZU(;6$`jPa=Qi-t*4Btr_5|JyE|i0RSG^C#b@Rl*Q|7Wqc8hh==eO+3uLh4 zO}z4JCH;=Dq#|l~$ETVys3B)|X1hyy45V9br8xHzJTuN@=l;PougOpm=S6`jCvvr4(={Ky8 zHLyM$k?l`KcwJ3)cvwYRFL^>ukNx}V?QZ26))JiY;V;q7F^e|KPMU~sA>YdqC%ZEO zYR(LC_>1HOCg9M5nD571Oeo(qyfPi}JKMhAiSQ#hGVjPDX=PDUd&QTGv;W+&*UI3L zm-qbqOc-b~L>ZGSoikbbIniz&3x@ONG0Z4hP+EXpC7wL4?J>+s!e~rq(<;eoL)I)L3T4-SU9f+gcu=+g( zOPQyE!Ml!=<&6&C!i;5;L~J4MUoYzFb9gBVDE$p$w>Ah;L9 zoSkx6=f3p?0yuW3(oYV!qMJt8&fz|6vQp)0ZfP99o8P8zU~tW^pbm@Y`LPck!bo6V zK;UqRF70~Ze92f5xSzohrpqv&rz_m($7q=C@vMY4kL1%lLN)uXA&F_|rn^q=#J35; zzPIR4J8U7bf8~5T1`p1FB-x;(iA)whE}x@|8Eb;JJUaVAv`=mzs%8HJ<4qt$q;ZHU z4R9my*0MWz>qV>Cv!F{!6(RJ*yy!>x6OWQ5&Yv8r8ia~5e+M7v{JoF!;`yr3p-1k& z0@XTn&_l0F5GqC3#?B%P+MF8IpHcMT2DB5Xck7L3Zl5} zW_Vo9-x?z8He7*;=*`BIoz5A&i>XyT@Gl>DT+dgN+9N7U8(c}&Wmu%b4m3sBxv1?1 zN$i{ptw^v$-6Q)4&?*B(x84fj1m7J~&T<%D;T3ZIdGB4fqYU?PbJ#zNeY!X_yoU)XA>uRf`W; zy)G{%_WLtl_z>(|A3axsA__O3*&e%+VZv8r!P($blF9uWI2#121z)9v&ubw3` zc<=x9Yv`vI6I~2^JkBe3-ZYR~uG@O_j27TI%88FrVQ3o(0?$zf(%%SUMVq~6yR9@v z_1zfk9J_Jpq)CNI z#!p>}h&aCD`XJ$0dLYio+oU&V$o-V&P${M`1`A_WlJdT^0nlDS^#G4*I4QX?LZMqm+Tlp1b!FhBixrvS# z*Q^F^FP{C{;R3|tNCgnq2e@L@$V2!WH)r5!np?23rZi|Ki4U>Vktk8_umD$4dbV>l za6nz)JwAG`>r`5x8;lM4bXd7Qy)>4X zicnheAjR#cBcg%r0)||wQ74V&KTK)~wgjxz2sfWhX74=D$zmNWye^ffqdtkgi&V*c z&_3}T&|T2l#Qvadda2KpJDsG8rGvbO9X-6^v45fKu`fg~amlA=IUG61j_9cg%bwb1 za#EtLqtH#dp@2`a{dTr0IyV1Q{Z=FTl}4~%K7xS;u~u95%H*d$IE8|ihvWHUj(IZo z+gW#1fDrcRK;_%>hffuqv~zEUQ&RA>&h6O+w<9RWRsJqujq`<>jJ}=q{!btpXN+Y`9^xWWB%HswDi)Vl^fZnkswYB*7WOw5Slza#v z8kf^Bgd`p0D^bCZ1gwP}0&eBqPW6lJgCN0&((tG4ecXg8NWT_$3H)BMVZf(j-}@sA z_uQi*6z)#%{_gIdIy~w($Du@rWB5k}&~&>V96i!F(S8<)oA3O7Up0Eb>Dxn)Ia^sRNYK1_dk7m zgqZiipXQP&zWba!Co!=6+fo`n=?2uOQ@jyHC8Jr2EeGb#))Sh}UV6g1odOdsQ#hdI*|0ws? ztm=6rDmMt&oJbL36K!-whiPa(MT9-05ozh1QZcT2H<2sWkbh4r!_y8K3W6@%$$djX z9Vs%KDq?ga01+WKrJE;go0wz}cax@k#}MMXYK{VZnj7hU>eovilkyGi#LK9|s2HM% zdwJOdW%vaU#;nBs7d&%53q7Q^U`HXs{FrD-fAJuXiH?-5&5iJ#9PR;;V9c6*&S2D5D`U%Hjv|o%w257* zuPFtN1dWoJ6VQl&{&VVsCj?~;&#O7+m!W6p6&lK{Wgj8#4&tne&#tf3Vg81`<#t=N z_Y|h+A>5P%+GA?XA*>}R;@r*GvvzeU5+@Je2m9jQEYY=zT8r~Kf| zm`z3}%@A5DzAKE*#L7tzTOrVRERI#DJF)h&$>4ob>4CPm_2)U0)%>0r+C<`ArIKYp zMK9B)sv;zpDDZQU$<8k={6GK{p>qR&#*wh6oUEsOJSkJ)Tk$%M%&4q}UiN1aG^R zWG*z=?|17RkJT@0XsPaNt=#K^t>&c-;XtL}Z++4f1hQ|;f=4tnZm?fjxPH5z>ceWc zObEMghE3^HKTtkZSmXBbkXhA_Y`xaYb5XqBh~S{cPDx^2FNkLoK!@&>NFl17VxWg^ zq)OubAS>5oei^G9D0|u|GkicES1;AMZJzUICWP{Z(NNMtz|Pe1uzZZ`Cwy$m-7fpM z;bX%k{9lNiR5_U7X*t{*-iq~R1CL78ZyJ%Rg+n>@5HG?HGV*GoZye;V8c`%^GFEl{ zB1q);u7F3E87A3jhlFfK2}of9T@3ky@8V2W_&LMVWIxPCBE&0pewknyCULQ0bgM5_ zH3fQOEZD(X#$JUP0#kPl8Uco@e6PZUH(-)Pa;RLOoOb;DT8K4~JCUfqfJH$RbPbw` zl^KOKM;u$in1?j)t23cu2UL65ui31m*A?)z&C9C54|9JGo~N!_6K|3<*i~c!3rDvfoPdxc-dmJ zz|X<_&admd&~2%7_T0&Hrn!{slJKCHo5vHFZm|*?`(D~VdGu#+KXcBMRoTTra3l{^ z%0mT_3CjH!_>ZGRYD;M6J=~P%=$y3q`520D#RFA{i;n7j7ZrV!Z_~sgfPN+_Yd29p zIF9h7mn*qHI&Xi&CG5JM-clSVAN{=e^na%QYQ8$x!;~N3`RLd}zA+J1LZxQPf|UD@ zWQN!F*_o$Wr&7OW$Yc}4tuiG-Q$yQ2#1Uk!E?EB zOMG>mYM4f8U;Z)Ie0r(b)i)6Q-sEW#E7%rEi_n#de*8F{L28Yso~LVKh+c0QLoq3F z-XP0Jo=m5fmAWif+qOD|<;s|FRYUSiM*NMLZ)IHKBFstj_Z2hOLoNY*BOhEBUH~%h zwok^;G%Y(3fxEV4Hro_kd{oDHZkhBcH`A*Q6#&dMNp{zo(H4$BAXZ-BKu!#YFBB^0 zc;6qe+3LOWCt#3S+GA7`RRW@0r2hahh#__slX@)O~0nw>KCsdyeO~+dSeFjEPTpm9!C>23YXzg&#)Ot77B^K_n(Y~@&On;Y0e9BW*7Y})q{qo`S=vaORd>zT6Pe@lO`@w1=SL&GDb^?IW= z*8fsC<#V)Px0%WuU1l9nLty8i%g0BfHYKv)+Vwi}GXP6UhgZmS??fo*0AHp^mI{5z zUN`yN>jXugjtAvDRqy*F0VCu4;QQHi-1{r>`&D)OiC+5{TZFTE^QK4~YMhG+TU-cT zvl`jZsNML^r8bM+q2XeULnD?%jtxW{d*}DVqoa1L%>?4OZ)r0xq}eg8?o&I?8Wpu?5H~n$yxjxg|%Xw0#~PFf8SJ%0iqf2@I~` zlB=G!HK8sabF)qsvlhg7u-9RGHi~0`I(u;0Z)dGn5Z3t_}VS!yL*W zH+6+uR3RMpiJ4w@Li{=|;fkbZLcd8r&}p-oUknXFrr2konuZJmQf>W1$IHhhN|q7b9q=4ndtmMtS_tmzbL_X*zHa@8`zVMjgnUMlno4VwAN!}|ntAV^-h1T64n))#NnO;sp{5mhHxgbrVG%!)&M3sN6gr$nS z@4WTM_0`f2eH<2oDG!h4MLQHlc?*D2z6sM3b@C&L4&3to+{3YPBZ>U10^5%u6t|&!YUZl!9=4&*m?|X=1R7}9H7APYCzDixFG(0g!L9+ zZPARU2&pk+rv^T}VB`3(ndhl0Hg@oEswnc!K%6v_R><9bSbZuNN;_bgPHv{MYD=&I z_MO?9rWsGDw=)0l1$8Am7nJN>=XD5g$zTt8pd6)!T%QHL3AUuhWdz&g8uE1oIi4z& zFWIwVKTviAzoUu{`)%UQR>7+Fs1@p99un(Hb}b~>yYA``K9Wgvswpu=mJ{nj<`Pep z@Pn+BHlg%|TVM0G1s#yL)J27~X`B7##|2wr-7Cm{ABQ*dY>P*GSCHvr02bR@1CiXU zSLc*efY{u8pcmlkw*c^!hQL>fX9CnC+ zlHygpZwF2Qh^Xbyf^azoN`E7StGsWfKgXza!?W0lM1%HW-h_;6L#lep5r&F3Ii9f! z>5h9p`Y;y+;|$6`I*$?SI(IpaagmP6gS_cxH4Dr$i@ z9f|yHko6BP`CBTncK8{ARP+Z?55Yp`b6=fk^?Z||E3hur-FGx?XkWqC6i z^G%Mg>?-Y;E{qr4trHgk(Vh^|he|A(J(=6U#r2&Sl@7SeUvmOlMWFrQHzCA%TQ2oZ zcUdOAUMOEo`5P7#`J*6Q$^jZZgjAKc&GhRSl`eQCJCWqSzgDy;`iwAZtiHtvNc;P+ zcC~|d<^_nVuR*CQl9{a72J){|0}log&Q`1E{#9x39l|CG;_k&-ffb zRcOb^aFqk7iH~~0xiTT~N>CikB{1AGKUcGZ)bJEmue&fzz_;sY1|p;MiHsZKiqkO(?hzy z%nJ0R%C^-1|ISS2u~*eo45oxXS5pz)YOm$JVQ!=}HnS+gUcy_|eepFv6O|X+D&Hh>o+akre?LO?eEWgAHg|L=e$ayr>V=-X zjOp4`nF`3pb3M1251i${nnaBkjBgSbnw4tf@K3y(8^ZC_@~>|4 z7rRY3*J-(jf6xx`t<^N2;R zv9`|OZr7xy{|P0=8!^;&0ZVa8RkenWX{%H>U1xj7Cqu2y$>v+KO-B13O<0IG;_+qN z7mxaHei>_VMC+9(I?Iz)VY}_EJRqj3rGh0ki*uZPiJ~)~2X6@)icJLea?^%;OV>!f za-LJpqwx2vxJ8#$h8!jj&JT7_GP@Y z!}?Fyv`(;H$Zxq>#w64Dw#GQ*HamU-njnBXWGG`@kFJ6)30lTyOKcjgR=>$G`JNsM zm4;tTynB-lkBKK1VcF-}yF5IeqW&#puxC{prH4eEC@Im7@e;xMKu#*$ zTm7uct+a@)<{6)p)d}tS6>smJN+&~dM#$yO01-T_Y~CA$CbdiN`DlDv=t)V@@6)f& z&^~LlDQDYwYb#Sf!S&mAO+kHjpRKBANT7gemO+T#TG)B8wn|D86TO3uSit`}oul+GH#&g)DVapjPC zNG$1RgObT>Me5gSLtM$MGEm`^>W|(hD-%=C8GAcb?R+iIg)~^p2ut6!qY@fg@o^P` zS9+LV$f;+G)q<)|2x%P02L!Y+O{3a^EsASyXA0G;KI)<0@*Ct%;;d_HEo_%sk?kVb z!iMHNjx!soi+4UR7bHz_I%OqA{bX4?%&-|NWox{08^n+>m-OksacvW$7XDvky>oOW z&GR@M+qP|6H@0nVvhju+?Z&ok+qRt>TN`sXcJ7K)l{J!tI|-e0I&OoPKS7}@6b#{6t=hfEips1(CUNEVvBKJ z$}e=$_RjcIyN1Yh;N?&`LwZGQVQUxcirVCY^0h@$f8B6E3K&PRkhI8Hq78H+?G^f? zs}S*eHFU$^bu@|adL^OW&jI~$zkgb1s$S!G{PSkS*e@Xs=i~;Y@d7o;(7B@THAbem zB$m&#XXm#NXq(8U+$Xv&YPVZP*P+1rmRi%F&u<}g404LLNw(9)|I}qV|NAKsS%iyEbOYUWE3E$X@cm4^!(??ekG!bA2mFHgqh(8)*y@W+@b(@ zdxRif_^M6!t~jw#rpmrXcsZ}piMaZAf<|A_xcyOzxXgsyxhBxI2K#f8A^fxJv+_Ys zuucxblsn%ft?~you;cZ_?&>zRg_=Dw#a>0{qEO+gg1?cE!p>5fYULH z;XLgIv2mtmfP~yT*Y%*5D@I)uv!Ma+%rv4lvFy~Gp7U~mWvbK~FK4;_kII4u%Jccj z0^}}DXi)3%LnKE+RSJanWDkNXcka%qoziN_X{p=s@7q!$wHZ#<XJOx2`f>%xky55Go_SeGp$T+}Nvt3U;9y{%QLgK~v7Z`1tK-@z(;a$&)3 zpjiC2dJWM=ue_48AJbD4MQWj2{9~`48bN+dLyMnQGsNT;v7nwtZOt}D$*y=+wjE@< zoy#OzC)OgjFg21%q#F47X4-w_%AmU|Lytp?^D?R1wz26lu~S+pi-}&PsPUq#(HgF+ zixB^^DjJPom_Bc_Yf9)|C3_x2q$cgr=ng*PB!`WTy?b+O)a2$u?wue+q{YW=kqq?8 zYJmu>O2OGHh9%V&)9|Ut$;8K% z7|s_~p)589k%@g41y&{8M0)o{{>E3*UA?N7z|zu>omBvGB;uiw=0m6X^2 zH4=rcpf8rc9}d23L0C0R+2yXzF{`$AGG(Z^4@>TdVZ2s`M{rCZo#z_lbGf_$5L#sQ zyfQjEVR7m1va-$R7vuw{I|QoRerg*}X~i364r|35c?@Z(8g?#gsm{Px(>c3FU|Sn> zDLA%&vQ5vk^Sfx=lb{llBvC(I-!aTS(Bug^{h2rlF^X;!e&z81{KzoV0dSYyANK2> z&15eyGWybaKUq@S82-jPPB%^nSNNM-jTCc-dcem{LyI}dryM)%&flb@aB(R+_lumAQPc_8Nz7kl zB1AprQb?dy_X~BU?#ONzo>6byTQ6zP{`n&!l-BqPU5CF*N5a)B^n|pNKYEkrquxs* zh-p*gxcu^0epzO<+xNWhRo`F>fA1ny%D7C|~Q1&F{NK09(--%jfPsPondh?R)+ zlJX&Htgfg%Z|Y@shGRyth47)mPw3KX!ar_cyKfC5| zYaY8caW$5C`O@~Wqo(wEx&1D|D|7HzrOJ)$`l;~9P$>c}Io5ZmXuN!)^F75=shpdX zUZ}Y59-mA;gtgUf_UTuiOXX|&xO|JijqO~T9B#VNT}G7mpKYSPB#qx%d7pY2B^kX! z$Im(0GBqQm#Hm*q`t~mN{Es>cE?yyU(L^wG?*q98M zJnH2qCWQxaNlvWa8Y9;TbQY@&v{312^~+XmHGbh?sVMQ=97C=C|A)J!?C@_RbhO(4 zA8wWsBy2p?(W?JH?B2|MYdllKuu-VxsrQA~3R^H<9P1d?b4Xhqs?BZIyraNhIoG0lj$<{gCy}xjG|JO=(@cPpE z_^)+u_~BJ$%j8O_PjB&2#z*4@n^|%q%t_-$>kn%YG-Fb!mJ7UoR%{)Kv9dus!O;7I zYKfR&P1vf3cEIB-Dr?AeU^y z?`_2vt)TGR*RKcCsM@!KSnW(|GGewT86TpnY@!~+rZz}zz42p7)5;O!zQr|G)752c ze;w+|(B{ra>**sqg8k=qcRmNwMu!c$^3UCf-= zK>qIiBhPRmk|)#n8%noG^FKEtb+lJ|6v}Z9$;GKP%LT@6C-0Y(-o=$wm&K|U%L~1Y z-5HTQ-wd9fK)GuhDMBUI#rcI<1aJeyhapw+o$*$0CD`vzioYX@b7B|i~>|87oZWL8i zz6BEMod>KwDPJ;%P>nhj66%voWCr$Mq!4)HNa{Mnc;gzW{DM+Kg{MV)Qc>C z$i*qeB#wj#3mnKCINu{l(OX2?Gi9pYy9>5-swOWqkCUXKNYS4~Uj8^!O?El9yovWV z%d16RIu%!&^iQ&anP+@+o0Al3HC`|KTe~lzCcoFzdg?}}zua4nB2~44yWC)NM46>f zZHh?%Wwxj&0LgD$4yiV|h~{|_Cg)0Kec^_ue<5N}R-`&vLw3^chNl0Ld2ib@tE(Kw z9<{e#{5|n5PXMBXNy#Ny9X3DtmplX)_HXrD8vc+KMfGZ`GGOM!L-Nyv7_qPVCoMmI zxrNFsp!Gc*MVKC6Csq4AnWdMM;Tzna(R}C1+PF`W3Qq^RqwUT1GMXoki zp4`zb{*cO}JSFnXWw$=!tqF|cC#;)zO;1|5I=Z${o@`AU399&_;Evf1r{(mXC-wIi zzN#ZK*%9iEWhcMYL6N$u)AV8ZPRm8$S)uEH@wC-eGTo=wpUpZ?&6VYG>3tvtj*IQ1 z8l~&L+C$KLG{W*@6Zwm6^>weK(t7-kV>^|;FeHLig2Ym7gjH`@%Z9BAJ_95TgZC>7 z)?$`Fa=u?L&5a@J05}P&e3}~1j1DSWnG^vDn4+Z+@=+9oIGqs61{4Z_&Welm(TA{o zW8@s@j~}Q4wSjv($VSkQ`*`b3Hpivf@pqh^5F6Sl%!osI63J4#p+09nmb0c?&vz>A zz1cl_z&j8k*R{6|Qj~V7i|JSj0{_ZM7)k8iVPY@E_sO6s8LZx=UZBqO)OI3t`aHW} zBR%z=GXb+M9=d$Wer)KZM2PG3qn`(c^=$Ns++|J(u#()U^@P?o8KKW|Qz-8LEWVJ|Z>MF?6MTcx@RJa>fMq_O6fa)Lh2>)^+_L&&*l= z!x$gN?FW6IK$G;0cb&5I5O%n8lEZEJ zv~nw&4cVx!pcZC*nC5M8BWe4f^cuChg#lh|rXlB6cyQ?fKKkKbeb;0A&TO{Q)i)=t zN68uY`v-{2V$$pN{X56P?i25YDayg?RCazpxs@+715kZlS_U-ePW1Dm@6#3M$8B@% zT%2livZZ*v%6_P+1@3+l59!;M6`l)s`-YHoT#Qlhob2FOs5F2j+9Qjd{L)(B+rV+t zW|CrPB-z};Mb%_*i#>-9TpnJC3JTJ!5rY(Evv~vrgwcfpuifF z|N7Bhgojf;TtviDaTc~Fu!eLW^D3Y(KC|m!DjkZi%5>8eQ)D1G4{(g>O8l|UL7a*} zD)+P*SJp0p^Y)!)9BCdVV^Ah>`OyZI4Cdv}cb*jEEweQyG!diGkR7k08GXM|KPGL#BA-0?Q6%`}j`&ueL=BY_Qn>C8X zPeteMv5Hd}QrsebrQWGdrEwg2&HzyB(99S~CeoYWFw9ed2u=I0ucYWJ7eNVB3O1r2 z6s3!!IA?$b|R`kCj}^0<2VssYKzE@7!>th*~TDiW?dl#r==-jVCNnX*jOFfzN& zF;9u{WnWc$9~@9MW;;;+>~l7pMin)&$pzcKV;FS0=-FIJ%}6?Q%z`{1{V1r62C_i8 zNXdy^f_i7g$usZOZ6%J}1%|!ZXp|kWCXu0UF|7Skyj0DDE>^+%unt^-5=DUZ>u$#_=89g|jd{*T7YiIU;2%IiT8yO*my_T`JwB``b1_c`e3 zUDwP$uFh=q`_~&ku3`v==&KB@F0T%BnB!1ZqG=Tn)rnQX9^LrdX#5d1T}Fd{K9t9M zy%<{mneJ4%O>$O;F)d@D`=j^co1I~)=&{G|iFUe2Ci_$HUyUL4Z(n`S;!!@As6NRx zVd!)`Flr@W1wJi&*_rsRKbw5Yn7W=VY+hpTH z^g?@-nBCz&Ha{ZJb!{N*yRP2?7L=s-3J|8XQf`hk-Epw_`4*Q`5gfc^+w$7h1Z@1) z#+*7ksM4M`p|-O<_XR}n2MV8Su0C3>mbpG_!T;EKtx9cK>Q2=SovBzW zdX%y}Js$VjTI_hVZVqZe3{(nk=dXY!5^3&RN$BDq&h4;YX1k1>V*%#1W+wG2$c}+l zX@BvKZDOV|OV3Z%BTiGOX=exa$dV~coFBy0(<$rW)+6l(j@ioboi&lZcTX=Ex1DrU zG9jKq=xe^>ocb8E`|+PGQoLVAkE>40H8POCcKT~KX$H)Uy&WyZKG~&`&RdtCdaJGx zZ^RLBl#`dT(o#z7C%H6*{^*Wx^6@6pXAo0RaF>YcNHzsOA0=P9V@%laGz3OTtvvwq>esZ}vTc!=VgyrDnqP zQLb0(S6Qlq#m;M!=KwaX4}kuNS&ExC;h25i-Z|CWi9z~pA@Yyrv{Bg_w9~8nqL5Q2 z@-)Zz0173fRrRH@!ku3p1-6^(VY76_01KVY3mOOGn4d5IS;^VUzq!vMPo=@;gA!_GW> z)(GQzSXwjE0e_aJQ+Ne9yAe7&HhEA zYRr{SyjmQTM=qxvl)WKiS=fLz0a_#VyappNv{{o>QG}!~KS`}!7d+AV{We&_A5k2Q zBn+I+>#>Fu2DFegrF=vh9R!wIQQ~U3>mM9ZC&;>-^R%V=V+q%t$fZ3Q%k6O zP$lEUCq+8f@rr-i)zR4w9X=(Gz}*)-Ep#|*t4(WLrIg$yRIMXwWpCVY-Dzv^@+#Tt zNf`WHamHTPVK1?fjU0T^)5bpd`Qe3pC4?e{T~|&o^`H(k!s!5TOj=y?%IHZfL6iF~ z##{)iiEzE-E3I0aNa0hb`z$nC)&1BhN_mvbl9!pij!v95a_V5`bjwAZj8ks|TSrh0 z0CTH!>w-0c)au~~u2RC&cihmf6t*YUaY9bvm?`j4|xc&qWVT1Jkn`bPaEi2>&q;W z%iCdy+}zffczW@Xc#~jdgP4}%V#1q8QMLad(Y9!d$#{M&qPs28vEd4)73$J@f^@2K zEe1HcB2+8yiO{}CHBHBab2p;L^9GgPXziAe`gyhs-*plm%o_$&Z5pLtu!bNSA~Q)q za5yj9ou2k!Ay`pA6CeB4OhPLwL?t8zT(3=xv=(SwQvCu`v>oT!Tqd!b5kbu;6qN%+O83A_~|L~J9wItJsF9bM+@2MU2%hIq<%^C%9Sl~|fQCNIeM)FBDx%@o@y5b>vFYVxa@8 zJSU`=TC<%->a1a@p{p2E|9;}1j+SmE67^(86YDj$o(9$<1PU&3JgZzUA#Hyozokl8 ze=DR4aDQ^+9J4#LCNY>W@)g+KdymyZVh*wTXC26IW>3-N1WL_OUl9~ zsFV6W*zC^%Ua~LqK77e~awwC%)C0#u32po&AL39(jVXxIrNKwK4JpFWDK94FiGN3q z+Q>4P1iVD$KZ(-(4jr4(Ls}k)ao4vdYb|ul>i|0I$DGt|p;fh5@UM8dIp|eypW&Za z1(fI(c2((&Yg#0UyyHi&6j!)X%gQP~cO^N7_~0hOi72+X4LW)=V}MD@DKnP5&iY7aD8IN2$i@1I zPb0Bg{Vv#49p|VwhH(um(`EjHxn89^wSG)amgnz+0R1D5Ws)iVU!4`wroP0-7B5P< z>}pkN3zPWYh>;U3$<%qx^k!Kef~d91rU4Vt1RlHkC`)LZ#WJv*mES z7nAEPI;(0MGrOtMHikB~wIH@%uvsZEX}?IJ9ssPPAn??;f$nYzcDDh6Sr>ZH}3FWs&R zbtUL^?lkD8=*G*)AUe?2q!2lj>ZTK2P!bPWT}8eahwIiMvVc?4&^{&kamb+)SM2I4M#-i zjE<5mfB@Y}JXs<8y#fDR$P6YJd7O@N4b4Mx4SfIK#t|KesyO45s#tFa6UM3J@R)1A zlSmBKJ!ZOQ`tCgJ;tc(n1a;K?+vh)#TsElTM(}#dNhHR(avB$2yNQ`jLa`09R{^59 zQo81se-d!eN@OxrxX%u?F2N8ziMv0HQq(|4vHkPHvhxYB7GUD@VbJ27l4^5_kPtTB zWSL?^>e8kUWM1TRZb#D4zu#6*a+eLNhZ_x^;fVqD-9f0`E`}5lOz=sZ}umc}Y(J(H^euhsovC-nL=g$RDU-FOc zOetiQ$t*MWdq1k8kO>DO;N3@yJ%i@S1%x17N_yLDUX~FRNLJt#P;mU=KS^a(AD#Jg zYMYpDJHU`mLGbrHUeuQW>qmO9XFo0S6(f7Y*5KZ+4(PyQU*z%yca-i9=pqm5t;d_Fq zJv1MjX|xs~;WWU4=T{TOOr|jLPOxC$vg$fvL=o)h!qM&vw!nq0S;yERk}`E}f4y%V z@zM0NlgBDppEP3wtB?389xVIWDPwOhAKA^IxlEwhjG(y;_+yD(F8vR{h{AX)I!F)MA8imM>yfxEbsmL7B2rR?!(Q`W^H&G&C1cMK92;3e z5I=R0`z}riBx~o{k5*~7L3ZLGC+zsvSlKa1SsC!+@1D}4;$Feu>cCyvl$mZ@FT^|C zTfveuZ_$C2Sj%~c<)WUF{N37guds=!U~Vbaeb3Opc9)or(@^VBWPMBEAR#iW29OkFdB6e9&bfsrYJCrGPmiLa=uOBX{Y@&Lgy zMGYZOyTB3(b4w~lTk@sZca%#9BGN8MmKfT$iQZzZwu!9)1xhceK-_sMP(Y+*V=`(LLP@o_#HE z?m9dTSB8bPp=)Xb3B3fnjxhmg^LN#pPXGFSZr=-15QSTa1*7{DtF0Voi4;3paJcQV zbpAU4kX7c8=0`h!#~@NIH>P}#l#)~kMv+uH;(f~2%#I%*HMGH#dYx0PdB@`ti*nMH zcDZ3!X#4&NMJ5ja^#_n6YsGre{Blv z4}?|4SJXY23Puh>5ANAvTjKCma#u^II}oNvt=vj5T~`k9O{#cu=0)Wa>)X|~kx13S zJGGpoBovmG;Yz))Y<^jEP`q6J2~!sZ?>OXT_yzc={a$zV_z6c$-vrix0@<3!fW#fm z1Djx&`0U05oAxea3Uf@{JM<3nYIzh|9ep~~mU=-pKo`oH zytfh9YM!XsBPPCqCV20iqtIm-fAHJOZ~{rEr5fX4NeIM{WxM#oYj~o23Q6DsOL`LA ztV0we4!M|;cukn99oo6%l2myq#;KGIvVJfaH+o9vvK%-$Fe-j>c}%tAk)rvZb9_FG z^0IO8ivRy)aB@<>D=|a!aSKAmtdcA7)wp3RQ5MT_$*~pq)ZL2-B)KDO70~m@0 z7Sy)XOpjN3$hr{(ZeYj3C~+Ie%@C74imCJQxY(Btxs5s=-2p(`JD@-pt zOfUHY`Vc?Z_m(Z{jt%jyCzv>#I7-s{TAb=KW^H1Puxy+E^XarBBP@Q`GMZvBJnz1) z@x~%KHQW9acaQ9)>;7^&u!+-%w2V-n-skTRrb3$BlC#!?7ZoN;aT@-C!y~`kQe@-L zpqer)3k>M;7c^UChtKqp_p&g1FkP~u#|dzK)ceZ(w=rpkQi(V0KIUZy#Uy2}N-*VG z!J|FFhzFrKs&XF)*sC7Q=4O*)s%ndT4HQWVTMXNT+YOnGyV)$ra|%rj_%%T`7Y|yv z|GLiI-tQAqfz{<ip^|c$tWr+XLcPr#&<0WZzAgY($p;0Hh?nF}IEN8*_8>`&ZK7N5 z39uE3Q=hR0TW+GwbjhYpU{FeL(v0+~Ty-{nTn4cOgue<~pSvwdr0$}eN2Zw=;aSUh zl)diXfJo2N$_fyFE;MF0ZqaZpjtoLv67*D1Lsgt8lJsBNN(%RY*Rv2TVZ!*gBm2Yu zCIy0+E9gMr8zy_7CC{q>m_3?V;w~FW&hX=tCoi22#Cy$-13&xc=!tfwpFmBlTlq5V^EC9?O5|mOZ`ILadc@bB&id6FJzhqnU)vYaR z!G84qTg)5^5xIikSh9*ag5Wee@N5<091s7n61iy`wSzBEoi88-6gt;?Y5sM}K?%ai zDrN+s;8nKvRDS$+))|0m)2!%y{WUR}h!jDsrbG*aaooKuA;wX7bqR4Ut|?KD89-(% z+O(%^e+tUtx-*;-qus`8`7oacCxvv&kLyE(Jkf{k@63c;u;)iIK^+1Ctw`8A1Mq5}a zP7z!Q`U+y>d&rO`tk``C;M3*W`e4K7L*+r2CrSqx9IxR_f;o8c-9E4%Kk@_ev=nihX)l6#w%b%NW`CBP_xIctt#3^5t-j>6vo$3%!nZpAC_fL z34^&qYTZW#QG|(Ml3MlsR#B?kN7gu#f5T_)DGDG4jSnyqdEE`PK zI*G}eAJAX?7V*6Qo_`A(f0I(YU!c`IP?5z5Vy$*<=`nWmrrn}bAgS^$I3V4*lf7o} zt~#wwtc$E=@Txp5FU*s7Wbm#yEUx5*A1(Y)b`hMo$aX{RFK(j4j4f2;Ly5qZFYJrB zrt!);wXdwx^S8-oFuNla$UL`J--MCwG7@E48W136SOkZ)d#8kTSSaBJrgoMO?0b?+kNEiLeSh4oUf9j1vi=4 z)vWlSvt=O7&rB*WB@aM`vPBEvNPLu0xfVJv?$V;&u0b$#AXxjAg_0jtkk2w!;nH5} zxDZpNp^zq56=wj=TPwh21+B>c{q3f(nR#JaxdQ_7M$7;{sD%dtv7H0ffjt`vM?tTJ z&Gg}?gE+U`+J}9Cx>B(|Td+3OigNAO&|m6r#aLs&Sb=d6>@8XZK=`BJt3lvmHX-uV|S5h+6D6yNiLx#9-sdd78{!wbj zbQ;9|CWwk4rXG0Ev*U62v(7v(ND_~3P`ADv7V*M@l<4<>3?Y7s`VSr#uMda|9p+Yn4~We^#a$T=sI`Fr zx4%NBjr4p#(02anNlj8$+*g8(9@I)owTprxf|~bojL#s z=@1Gg5l_~VEa#K9Xi*Ij0E<>0Q68ll;~xuxb-NHexdwxUvsb;2bxszO;S1aVkFAV~ zD>z>OkL3X3d)U~i8zj-VjEQfoxV`qp2h=Qx%rQDdhJaz?T(601!(j;6yw zQw#j%bO;YQ1%aW=YA6$$lZ!)ZxaE3oxS2#ZN>LzTnN{b5)O4%R5QerJ;=NgT#I|Se z)c+IXHt)~I6Enkyk4jBK3GoLnbL989@QlfDDVD5ukYJ4UWvjF4lWN za|VLsicvA%8jknD*5@S$de-ClU zKm-6O5cqdSubUXe$Pk|^PoQ_owDv$(|3D}oeG=5rv+Bx%s_N5LY@sLfdjMKv^S!2l zpLr23rcwUm0sKEqrP@(kgyXPK!!?q15H(r_C?Ws@uz&=6fj=-@+QkhgHHY9QMqutv zQo>GjsC>5=kh9&x`4X)DooLGejCoQ>@#J=KhH9%~OL7j(KxUKBa^-SMMA-F4k0x;J z(FdU|p?^o;x)Z2RrEy9G63)dd>8hXM6pVk9xZz2!>vM&gHUA4%3dVpz8ByK2{+nmi)XU5V&hddR?rfq}m=@34x0Z47rRrkPQ zSNyV{_sge&$tjNj)On!_XcTF}PG=A;Eyc;Sj1;_rS00q4H8|B^`hmI;rBaOh1T4%M zzF=j7D|clCQPTnaH*Ia6w75TOO?$`OyXpP_7t-34?lMUrR9*$(-PG28cJ0N0Au_&0X--ZngpzacrGO|S;HLbUQs%w;i6eW~j303{^8oAdE1$~xt4Z?t8qO7KczKqYa2fLN#~ zM)db$Oh_&>2-<0{)0w>*h5XKe{x1)D&57e2&p**9N^r}*HvAXCsj64OIBL{_K)p(k z9JNj0OSRgWC2#lBA(F6Z_OEu z|BMe@H3lAOm{C<&Io>VXzuYnK7}DXWxOE}E9|pn*s_%v-EQXigzH`ECQ3=IOmh2{8 z><>A(KTBv}Z#E*yDW8}lUqCjYG8tpt2@RYOf4rLu+1a7kpNW9sB*@7sCv!3q8%DGG z6=_p&o#TAw(58NK`YIfl>ejhZ&7|P%h_+&f-}(QiUR-;IN-v0=gK{_IO{-*e37fAB z*Ztq_z=+vuPi8}7JbCN|0p z2Fk04NNv0DC_EnH;rcVE#@a0&_%D4x05L?)cAje1R$b5RA_Ei) z(`W}EsxY7=x_aL{k`B)?dx6)9R5mOe zR(=#oOlI+zf~SKV8CMZ%ol1!J9A>~8a-98^uIBq-c_e;65i`ExWD3LOz;Oq5((5#_ z{`T72*;tZU%#{NgTadU#k#@T)76jB_x3*Ta9N-T&Ibar$LHp>nrwuC|#0U%8W&R;} z*srF49>w1iIL}VPqL8&#Yajbuy!+;#317~~r%S-9>N&NS zN69vJVHu<;6c7)}7fD&h-1}l65CecASR1Q&d_7qDr~qCyzC}c1XM8yBtNM^3=cjuD zz8<#|rv&FXQeJ0omRY7!5%Lum5$Ukmj^+ag1rdiT}^k}Y|k&kA?2y-Hz7t~C`Py* zP@9n0jM2u>oIkt-8U0;Fo=AGZF{{L3p9vvTYM-s%dhCe&00zWrJBbKyZ*#%9an~3l zzyip`Pgv5#!dL@pFEH_SaiR_<{rj!10nOPtd4yvQNJ&Vm@th``~(SBBi(ssa3_+g z3A~tdQ8{2+;Q!b#^yj0F4yP;Z>(8${B$kb^QfgVTUDp5_pZp0DG$#kXUfuqF_Vpme zN3x`t-hv3~dr2AY{U zx!A-)ef0CPrZxr0a&GLFoVav8;Rh)=osMQ1z=3>`d+B~~izrR?2mALFn998UM1DTA zuZ-G8jj>9B!FMt4obpugWeWGR6qSnWo3!&2;X%RgZpQAzt6Jm?_{p#Y>97QeTMfvd zyfk{VT5vUxv-ccXNbQ{@RS3aBz=*x+q>S2}Mq2YQ{W*&Gc1ih3iHPECH0;(B03SC+ z?ClV8kuGTAKR6)&>t#Ak>V9(w3%9>P z8s0e)rt*}N;MZ4hG(Se^dx8Bd#TFauW4|Xm`3aMKXkRV@e2ntxGpYpMc~>Nko9uPx z>SCMH+_)zP%6ox%8?%tO5cduK(Sf?~F#i>?L4AFK!Z|v%ybIbcha5AUAkjsy6ow*R z3TlCOS0UN}Kj1*_#2&y{^M9*FNpAM0=43Uw)Y;QmNgRlp=wFuPu>S0q?T+)F0_#JJ zJg)uZbf!T>Mk~lzC<_SaiYq)LH#s$h5?9muW}gXebQ`=E;Y($E`94eO*J3CKvP~mG zmS()`)&GR_@JrGud1{fnrDJs-Gyj7>Zyk*u{o40w0lnN2AMw%>cqdSjS?Bj7$u8VHX!BL?F61&KX`iCxnSB4cUeCc7lp91j}=}CW;#T$5Jog z?w8-m{%+8MO=y%?t(@t>$h0{}`icf(b`!BJ{o*LhHpWEj0! zKYX}${AjY{SH&zjI{lck-!+>9db1POLB7%33xHooWDZEFzw)SP zEz2IbfN`;Ea8jH7K+cNZz+sHYtQ<*A+Ullo zs*@Rpo{q3AoDkE$0z4c&^vBb%X_1mD-KYl=K7QA^@$A$$@z7HNwX!IO=FXMo@qLe! z%Dm&#?Ev#psbMGY~gwA#pevS&R`aV2cj+&(AAF=Xhy1QE#6UQU6Q9wfGOP#s{9#4%C!Y z>xJD6RMRT3_6CDZbON^K3vljpCYbzK)BwRSa^X`f7&Kj3kAdW~_YgQcX0(CEFn=x+ zLC<~Z3Pgv=a-Gk3Fke*z6o$TTIN8bVhYd1Dj^?WPnoOu|@WCA}{bM$M?>hv0##$^K z%mRfjQ?u~%$!ci$(L|U6OyUh~bAz*Bg7C--#C43SF#mBoC2^zhNMSk|8!~9sVdbB6 zu&0%H8#%KcbjwDPDQ-IxIPUtvs=PJ2^2CegRxHsI9))jhsEz`NAQ5cyPsc7LLp<|5+M(nL-z;GvC5lT)g&Y z7GY0qNL6-SMoLW?&2w$Dwn&&#RsN@7<1^@?TJ6Qxt^<8{vExJT#opRre;==jYY! zk>J|N&(o^2ThhJRFBF!qC9u6?7ipaT2U9NTG)pHTAhBjq| zYCXq)=n$ra8RZJFnLP4 zW~TV;^$^KNmxBT$kxW2}Zo2CWA99hX0SUuYii``~IDPp}R|lk`w{y zK^QuePC*)x?ob37x;sQdh8`N}Ex=TPhL`wRNU*GS$Uj5&CZ>`PdbM`s+FwDK@ z-hFo+5SQl)Y|RQwtEKMa1H*Ut>=uea2o(oMi_$eAhQk`nZQ^p^4s|dtgD5Oqt&0ko z$SGkIPMAQIlQ=2%CY;cmDn~r0+k!GElurrt(rAQpWlZX_~e`{PIp{&D<@}O>%WiXM}4sE49va3z+*}Zxy=1g#x zBtj)Eyt~J!(g1QWL5{}2%@Y*KwnpVh!8GA2WcM}el5|@7*X05RBDzPpXv<|LdA0Uq z@Et77#)%#10~t>IWwezgb>FfC!hA?eULNA35((F3wS}?py$KV&2#KW$$-8#)%6y*J zk3ZFFe(v&Ik9hyJ`P$qm7Z)FI$wOX08N&=oBNI0BF|1R`d0Y+u18#;~i-9p{RZn~OuaS0sll0)rY?cxNLw zHwx2QG{$huyDM48n^!=U&SFmXgdz32%@ppCLdj1an=0S$2s-6%-9e**m)SZ+?gf|r zG|`j#8HZT6;da1D0v}={xq~RPikCJ|cHej2bf%=LTH9Q}1QB>)e*FUp4h)f(yKv1y3KMznkCQKVw0yJYENmf(z|YDzlo zyQn?%QZ%S?w6NOU$9X%*oBynkN&F&*tE#^%Bukg!aJVGW&O?tvqYtXH1%Ig<5b!Km zMWLpqB(mA1*VxKayp+q$wU!7ytB%2$#RxG(8Cg?O0^Xn7y}T82@p_>fQaW4$n#AFL ziavH)xmAty$y0VnW14r()g=>@Je%e#qUaBqF0eisuAeu_imx|J z7_@Sys){*V7VA)J1QdQavZa8m>OaRh@nen%z?Un)NkYvjml#{Q<#w*ieYc^A(aW); zDn3(y2=iCjVha;?5nf8=6tgOFX9IO$rCjJA6&+=)Upbr^;7}NrG7KvmiWRZa7yqDb zzl`Zb?t*b*S;M7^O#uRYsaT)Eq83x5hI{CiT_bhvuOa0fciYKoZEO_O%63R9HKKC< zoG~E#PNf1z9cv|yO7mRxQcBWt+w&Cn%GJScbe7o$c6!c8r|Z^x`3%LxnNJj~@Xl|E*J zOT*Lw57<z3)$r*uv|^X`?qa9a*u1U(&3h(Yc0wMK^B=p16l}X$X6H0zSQu-3 z^6sC>Cvh|zP~>;1dajh>t^&KSNk|)+L4xMUp%#LC2f4mEF3iu)8f!~9OF|1~yac%Oj^ z(od~GYA3)&2vlfN7S|yU`0Op+I<75G6ab9B-zB2buH1yzYWc$sy~ycOIF z6IR&G5VW+U>i6HBe{7Yqcbyh`R_k?6f`$E?(X8Z=?cB64Y0kRMIzaycR^zT1U-lz7 zzZ=5hBxx&|P(=lcEkB5KOd4k!+2av!cGj|AWziO{FU;{`#s7XXGsuJoq;_-hl0I=v zI?&+HmDy%O1Xz20*DfHX{60H>C@%V`FYDVEugPa@KO`5R$i$U#vL=EFk0xwCyxYmz z7{Dx&0&YPsh8F>o`o8BOrP)WV+9JxubT-_$IvRP|pIWNHQsV$L1?+Pm+>5+FaN`l6T2C zE>8|cWQmeaNbY6bGhXF;6nHcOSJc(8zP$ZIR)kggJ_BAZTIXD?GP@z^|r41=DFuWVa z|8@{dQ^^!J@S7#X0EfIJIrte_4M(=2S-xtL6hk>)iV?Ov#bVF-3Kc zxNHX7qBawQiMMuJ^8cN`d8Dt<$+2qmBWE(+$*DLKYw1h&;6zgN>^VKb8d@?O{7lJd z#40K`N<;6c6@Nh4Bo&?UD^5AvTCb>%N^CjD(<$LPtpG&u(G_s+F4Zyl_6VRT$_Ar#)7=On+*-iq(_YEey;g%!S z4=J;SZxNKQ%0m=RGHv)9Vb}=P2_6SK?MgeqBna~`8N13bVlK?*=)H*drR>QL{qxax zGSNC_vpUx38nro>x=bzVuhN#rWZU*ROy_aa^`q`j4MHb;0Co3soI;sr2?Rv@gjYT$ zDJp(8nfC^>-^S@Aq23DJ@+tv!(ic*ZnVSokk3B(mRH|~^I}YYA?Mb*?bz||7Rl;dh z^Eep8=D0z42D(_8W%WcmQ)0q77#jf4a>}~%o?_tRK0Hr8RM;W7E z?n52`u((3?bjM*x8bzi_l|zf(19#Tl8i01KRv9HV*NrF|RH(QNqr+rt>4O6vk|{hf zrKV}D!o){rkZg2L=|4J%B!xe)vm?_d^tz(Q;Nu#aF3cpqrN;npczy{&+u4!CxEoA? z$$T0(U?Fa$ns&8_y$ibi3%bSIyjH!DJ1e1YA09tO-~Jq3IERHLB&wym=Qzq#^Xgn{ zZMG$0XA09fG8~T}GMpo#bl*vBPn>F7w-N}(sf5OBx1_eERpl{S4I-!KvB{a(5wutPXc{=TRmDsYx}cA!D1nqT!dt2K20p+qnLJN z1Yfk}1NjDPs95e?6vXQ_{K{ma-Fe4e0}E6*+WmTheJQ{WLW~MSaO{3FTTIX%n@@;v zR=nTF@cy@#mDYMPwHT)zGun9+p+n|igQXS`Cr3)|(TRIMXA%mrBSnX*Se0f{L(Ls6 zPVJ)(J0p;S3%3rF(KY+w=&4$w;GT)Ki#Dy_2pQznf}61?b@*O#6S1(veq{)AC<@sh_p| zw)xB;#`d^6?RP&jlDSf^A25{H$+okXHtHU&oSut!c3G5K4FE*gY$MvG{P+GyWWEviSse!k0XLdBp7aF|E|{O@ZCqtVsj|PR zyNO#rbZ-OT+jKlcENS?ar(F;iDPQ_5HO*-FsbYYr`(@C#GMx`9GK*x%mFknECwWxo z#fAvAU|Lnwu~zU92a6Xh9$ZbR?I?D(hc-ep)6lw8AD?nfdj^{OIZiACoSBjfU9sE+ zwzxG{PoW-x#O~yj!u)${z{l;ns2g?lLJ;xg+(%@I8CKBc zU9jsml1NX>2%C+2w{h?Sy^jo$HP`H`e&*~=Ug62@KvV774{(eujW|!hh<6wEopW;{Q+~3XAti%fsIXD;|#xt(sQ`zfv7Vs!oID3nQ^#eI!5Z z3)AX3;#j4g_yubJQXAAR9eMojkek@pEy?Wq))zAucTY(tr){#~#LF4H1cPHv$m#4Q zNkNMUH3I@4_F!IkMsvxIF>$&4q?l�bxn|jCB>c#Uo??G-xLDC^gEZF}Q%9;~Y-3 zy-PdVLR+1h9;Isv+fxGR6bwu|cgsiZEOMIr^57N;q~AlkJ6Oa46(psz&ud{c=NBX4 z)9=x{qNH=*041ly#EL&2m3dR+bOzpiZSd-B*SjKQ0eUiXX{zR@qa*q30x=K5UAqdF zV>L!7xzj4nvJAZYu~B%M3FU4Uh~T=2$;!!kZo%iTlFqv`TB(e`l|SBsYiMplOOo>U z71kDyaw?pKNzm#fz(tzN4Ts95X098U& z#Q+sgy1$E`{>)?6qn-KD!BJ#TYjA$XiO`5Ecz&DSH*yhQAh&V&to-r)a8fW1<1MzeU?HL{l< zzDbv>CZ^F5%nncmV;uc?_IJl;`2zWfgCj{rXsfA1G+g2>v|d^g%4DInhK`&sSmPV( zcmN@sx^Q4}r_8jy7^h+xoOGRzPE^i(oi#Y&Bau;m;HUt@Mi0o%zTc4vkM3D#$hj2( z_Iq+EdUB}|9Q>k+*HF9x9<$9%7!}_Yv(1@2`VGa7geyc|lVj0hoATB1kM;CWt^?-XRhKsj+tP| zYtkGzo2(LotR@USb~BP;q5BV4De4(}xE-+MdZRF3NmXP(Z%;Hy`ZVO0N8UBnJv^K5 z;D%>|K^~a5)Jhj`@VhfRR-3>cmm4A zFDCu+<5zJc1G2#gdeqeK)2;$KY7+QKmd#xXoSQikt4hy5Wyt2%x5dD>k;2R92BLsE zc#1CLRSvWPvETgbPGi5-H85mHHHu5J<0`m&(hTjyev9Z9t?&Z^mz zuDKg0GiGka+Gng89yZPp{d(@ZI<)(n-Y|oeAALE*ev^-N`g@Uh`l{h$V`eotEyEviZ7r z@F*#9eLQAfFKj3RbA2j)UWQV*8u7(daXqhFLFYK7Wgj!cSeMH!Uu=KXwj>!qdEl z7g;)?34?l1@Q!^ATL_Dt6WZ}pYQBhP7(9X|2ajvQ!(C59?9ixsw0uH9|Ot- zgLAEFP~`+STw`VJPgfJ2l7s|u4dNLq$C#uWw&?h!cFls?X3&{j#+Zl2t^vamYl?tHZhEMFWQA$Or2Bh2_{ZdjlTO z&Zt%x^$n;{tkuUR0Vx#i$8B;p$>?6~6F)1+BH}q>V3v)(Kvew#uEno0L6r*DEW;o9 zgVrTOACS0#h2-99R#IP3o#G|}Q}`^IJi70sj4>yqpI?NUd{u4R$-0#`nnu9hK8t^K zL3NIs25e43G6;YhEv;8_gRHk0Y8K2NF*)yeVhwW*#b)B{2+}jaI{Ll$p6>hgUBrHf z_!VcKM+n)`#TpqoWOdvoPH%i-$%iM7N4GHXiB_q}MZlAl;3*a1o^{G>z5s)2#|SJF zf=aL}yR+G1&{LX;VHNi!nZx6t0Tpr!KJhL&a1q&rp9%w> zi1N@Pu!AnIQNV}{tYL&WZFG-cP~vlFA5Vfny7g6@U!$cXhI)QLauTOMK^KDyivX`y zDx_qFUxay_wO&Sy%Dbg%zK)v4Q8{d>2SUV@o)+54g zdwNe3HHW(Tle+M1NARP!_p~9*>?~9@0b>SxKwhlV$PoAPAP=O&)^TV89ht)J(`&`H z1Es7vcdKDgg4olQUa59N@4nsOJ#fM^5qi&0AA^P&PRxW!XE}nM2*ED2-dlt$)S~5q zMY@z)pJ%vd%p=hMk6{u@Zct(&nZwz09ejhUt z<*vPs3}YlUmb6lJlfY&p@zhY~cb!gSpG;$)_zy>eiL}id_)m#D-eUd^l0LwHf5sf6 z{UQ}u>Lvf7GAwm8m0*3lqFmD^{&1H%6~z7zMdhnWi|$!J>=9b2j|w=D7Q_4=f%#qe zKO7DI;=jWGu_;rhR6-$F=h7&`ISOMc_L6AwdS36S7*MOW|H^IumBs!mt^HTr(W$W= zo9y{s66gVF`uHE-^bbZKa-~OhRsWh#IB5y+Rcl*cC7OH=#}tiW#ho?^_;{oXwu{52gNx{|o*v@^{(n=wbhk{I~h9X zpD4psDmq4)$xT(q{+Vk%*Mnqsnjqyr6Qd_Xi{cMktRHZwsB@`=#r)3YJUucx#QKN; zl+z^0!*QE(U7(Rz=qHl=*aJRcO|;gsO3poe|H)h28QUnvKauYw^P(1Xlh!qJNJ~n( z7O$P@q@8K9-T%(f;4iU7`Ye^t+INUtf+yVWM0PgsNf0&C6Y=sv5{veJCG3}ui%+0; zdNyWZMg0@-_(t>2r%tUCp;iYj8_|}8yqgfgX*&J}8YB)JB>u}~zWl-eHqpXAB$yMR zpL3b#AJ^bmE`we250%Ma|0Q%24gTTC-3!1L^h(>A*ua@s=O2y+fAN3SM9cqn={Upn z4>(86YNz!V^OvAiOHkB5{C@#x;a~Y*@E0Q^84)>q+1(&bg!VIHgJ;O;BZlG%JW-s+ zPVBk9m6`V0Qb|112r_y3opXZwdB;o8}2$+lC- zj_d3XIKP9gapnn}?xYlN539~FO~lA-w&^o`Y&HqHcH0;Z50kKui0)xrc|SVM(<5rt z1WE%8CL=cHCgJ3YGh6@qKdtucAl6%{a~X zfAmOPXs z$ewz-eVsq7z9Rw13z$1sZp$3W2^hH`ZEV5m1f3bBr0m4S9=z@_7NCV(DviKxNKT5t z4^JK%;kkaSqfj#M@JsW*nxwa9%#{0yb(+L-8xUdaNn$Tmmd*+&>ViyU--1g>Mvm@Y zY2HP$;uv)LKRF~iX((#YY6xkWclw0ctUgXT`AqEjof0`K4m9nq%3CyH`m$(E1MKq~ z>oku}if=TAwwYt1t?@40(1^+4JOlam)#aD=Ts`7PaV7wQ;i%5P5buHQiM5mFz1 zFuisr;jk_gzPCnoG{+(uK1~UPa+&aSMiqxk4M+SjdbOwQH|6-_U5YTmYc+cKvE9`H zK8Y^2Hlg*Fhtwt|AUktHJN^$CTh|Pg9RnutXpNpM+})elrPk|~#Uo+aC#qc~C7qaL zt7VTucB6B}NeH@GPq+5dLwRQ_G(nZ2*V$jZ2#_D@3-_kN@0|x2-Yim?(;giXJ}MOP zf+IS{T?U6^g()!|FrV%(O#$l@pDH=;ZJDvzX?!kqIIkzfpL(gVNJI)Yx<ba8)T| z3acVdsb#=9@+17_)r1=RlGfaoRS<(uLQ>tAvL33`X?2~AmEM#$lc{xZexH{r{vr+o zHYA3E%TxAy6=$~1<AO)&=S{QuM=pPj;4M zSvUsRNb2qdC*r<+*ZhVq23dfyr@we&5b8BeSw>`CJCjZ$!;n)&OZ8ykw)YPzOcr~?7;3n}g6Ep^$GjOKHD%};^>k%z85a0WhS!0G$1@c(f>%g{EzeXJeNBczl{%l0HDu|Q!! zD@hbaSAVeMto=@e{K(-BcjLoIJv#tr3JY7XM?X!hKlf3v0*%Z#lEQyEQfzsd>G);x z#iPM%niseDkNg$hOXUq^Yi@kwJ604B!#JRS?`Xpv59eWy=O|+}e?hYI7U0P;scJc+ z%r*Io9s5+@&zYmY1zmb9ti5KaVkpUcV}Rq>D*3g*pad}9+VJHE{732v@7eQ)k~BAP z5Og}oq^D5bqO&a2XW3s-0MyN(&$jZ5BeMMz?o2^FqjTIR$XE@&XlpaQ{Ve`;D8EuX z;O!d-hQZVuKx|rU%#2<1iv{(VdnRS~&#)KIsI8~Eu2VeZq(@z^Zw9-j&kbpclN7#QwRG#t?By1g~W(JYJ|WQ#A}EF4)ukZ1qt zA4z0IU9qwk$A%n=On2RmRNtL!(i@veSU5697iZ0z*cp^>xQXP2w9XkofCF?$mz=LeerV^*(LCZ+_lOq$V*4=R?OEC zFFNu_8SYqj(}LFh4{Fn0;1;Tnp-0RnSgeGro^TK`#Y4)K(|tB=A|si_YjwRzn*%l@dA1v9fZ%-Bihj_R zt=+)ec8{Cq@j~WOjC?VMZbje2!&omhF~u>mC2l7{p*$B{7^?&IHFdu@yrj;~3K7&8P9xEt;}`UTa!@_aKe+^{t@h#Z~@ z8o^g`8+a&y@kR0Re;6PS#3A47u@<*ad+t)f)1Tb zghSD4G3%eV)4<6(!9;i>HkrJE6?ES+`{04opV$MiQ7k@&mTGRK+ajN(W0G~IeSJ^O ztA0Wc2ky%QE0s6P8MhC!=5KkA&ONiXFvNVMgLr0}M(kzEi--5!v!;`?-1F|F!xrFS z-!M&+&a!}>OkA8F=>&+w(}Qt&^PCMW*YwNYt(`@B4r))!0p=o=wYfK-6Uv<-cXt)n z=O#Z(4bDyYn!ZEJejCTW>uFhik=fF@AyuxT>lh{P4x?Kfc zLP8!U+UGpSD>EW5-_Wc|mK)V_t2ohuXc*AxzDcq>RE9?vHY8Nl2UQ7gcPcPImk$>< zgihxk7~uWNse>{K$Xy_q2E(R)(-XYa}luZsfBek7~C4J&m~6! ze3-g=^ZQ-o?{Rr)dN8pcc-h?^OP{Ov0?^Aij-^Vr5$Ds|$xVSS^{AuNR47C4$_{|h z>b4D-MjTYB@! z%5Ye?0gNH{)0hwu+>=s6sEYhcf1yXB+}&NtSr)4%j%cw_k!*56+>h4ddm}m+E)-U= z`lNP`F)}A63e9KbPVDCnYQqShY(7q&R`U(7r$rlKm?lVYRjeTOi}aMhsIXTz(NkIH zP#t!iWcZ&G@sE|b!n=DpBJK|(iZ@Hdz}rLmeI3dA4VVZ)iB|pSffG;4m9S3hN4;Br ztizLa4v<>qAK6#)?Uy)XCl%$# z$c#25<`pVE%G#(mV&-b{Yc~&x*4&y6B<=OZR;od|lVcdmA@09yl|_o-{)|%w@qaX0 zzwnA(74+QXFsV48$GndF2z=0Lo?mHROWUhxd_W%}@Kg64Oc970vS$L*QN#U_N#qFJ zRK83e^Y|;e*u`IPbSiA8lb9!WKe-};Azbc{0ZAtuvSw_ay3PT|iLyxJFnFEU&laU( z0SM7$EmJLN)2us}TMMuy?m1`;`um>smk5@8Zzt*bF*If4!H+V+qyIi-o|(uueDs4C%0dV zaV~>SkkSSJ5U28j(bE8jlY&gHoX;rCD`iLkXSCl{ypE`58^(*Ut7YrsSV3NJ^IH=Ps8{spUyV+zt zzYPcTt(Xmi9(TFyq++2xC;-ndAB})#f}qKG%3vjh2fijLjjLcCf$`6vtWM(!g| zwjY;{VW04zX)&}dU3f5WH&~W7-w=>kPzgdFhj{@lvifw21kE1!_NTAQ-e<<*!4ZQ1 z*)(eC?VQe71jjvvDbH@@uQvtLhjG%^fDz2x_OE4=3`bZGROWbBCI| z85FOh3R%D`aV;W7wB&P+b7HKr#H0c{P;a|+_5suhf4Jdm3}iu z13}!ryd2u~zzmck+wy7lBcTi0*rkndASbZjsy4UENzD;5`Yd?+NPnH+mD#+e zHw*@h_9ggzLnt9k9dM0VLBLJZau1^J3%z2@l5x{WRVc!Sh6Cgrt{UvP;}R@ znHKz!q3e*XYxS%6%|oT7!)}&p7J(-$@iA6t6P}Va%XFo2({k8d9rro-h;>9RfO6L4 zDsHreF@k-)w_jr6N52B}ht(j*rm4K?FFlEV)T4*%ml6td%L7zd*S8of?96$+zwW-j z5WTd&m7=dV#e17=@ZLsB+&oBCjh0$uVrlrt7ICAhf=Rf;%ssBkJRz4S3JOG1A`fQy zBX2y%&}G17TvCziJmFKa`($9XuAB){`#H1}qdu+iHj_cVgC+^(XzfF*l5C*t} z5Xoi{uIci&H?zh~f?4h~3$L1dWNsOsPv4nYv9R2I!rVR~%uSLfP>iD8>J4*ee|(F@ zG7xz9^&e(&u>Wr@m>NbMjmy^6a88j4S!x6D+hmjQwXZrcmev|PhD?_GZ!)2b?rpw? zVcrKu85n0Eg-s)3TWWW^#wx;8T88;<*x;b5PYBz#>7Y{+sgVZ}D!Q%Ohirp;gl4Mr7n0D?v4k*Ta;sjku3q1fO-LryDGM8k`a7_$(Yc0`} z(|mt+#$74(#8}M5h|y`cLX>P`x{#--jC^MGbt^d8{xOk^DtmYFvzGm@#m~rAra6|L z=?3!J*j)?jdVigBU!M21n@ZkE=Zmxt@T!A)c2QO=r)-hxjWpN%lHQWzFt|N+<=imNIbRT=n+&FD zuC`SG=ZK znUaiKQ*zF4d1XA!%o6K=V>lkkt1L_(gLZg;KzCIRwGpIW#AwLtEZXTiW%cI+j76VfAJ$@0J z-S$pxxPT&S44nD#djML;(jcx5arT^MF^dTAgmmE$pH=vQ6ER5E`;cFi3x%WRtXfP?l-@sykC(e)?RR`~iXPU5S9(vCTn$Ok@8$#1% zPamw3_qkGhY!;Swl)19**-@l8c+j@6Uup5 z;q()-ozi#HtY|$tRAVAWB{=aj`KehD|K9VLTdq3QRarpHqBH(r@dN@nRhh+=P(nTz zNu>%&9MA4O4_W<1$aP$O?YKX}Zi4))YEjd6YPiauHWaAX)X0<^+Nt~~aJ~8a`70aw zxHyxAZK-{|qB}r}&*Z~=lH`piPt*Fc#=#&mI@!(Eac{058Vsv?+~RJDSj;GA9$b41 z5-=VO-_N{HklsWEdsE*HY2z^493w~#OfvR!7W*59ahQ6cg)4qf=2RLIAV8m)`;!2k zj!A-g&`7T^auSPnmxUWLM}+i@+<9-i4}{zHC7!Tpnns=!XqeiOa{V$4)%bbOLTV)7 zv67I;11R$exmF5YMvWiSF z^MXT4dH?crJ6Hu>xdT$))CJrxx(U zh^EqQIi>YU5)-sq(yM+&%;~+&8313f@>>p2gMIXMtr{sA(a(J|#$lM3h&+)@@bHQD z%kyu7#nYuj+GFH)VM^q-h^=63*+v}5Cm)l%mTx8>rnlA`hqV?T(SACn%mQU0?4Esl z;vup(bIjS-oUBMq%d+OagiK;FMglg=8#64rTkFSM>p+XJxDM$tGfgizNfL1sqIoF` zYiY$M*`tsQj7O;OU=X)+S={tnkaJ`j!eHbiv=Hm3Xn3FH885{leSpPq0c(++3S+3D z2c=z?CQ6-+S;!7ddAnWqw$+gH)CMZ`Go`QV&A5eA^F&vlY6by zMG+AF9@ZWVIfLfF)QV$3Cdj-@1lu>Mlk)(kUWwBSpiXN%PD=+(_MA$mU~cNHysRVN z>=k z;axhW{N5V6C|wIwEw_;raXi{V&?1UGPIq6^_wI(upyvYr=1ONhgW(j_|(|RUWhEC%5Hm!$~5I_6Yb{=qD0B0ba_PX=r^n2?hBYxhf~v%3W=g92w}zCwQrc>?tBeC&A?8nsMWJl2y{- zI6z%?GRU$09#5(k@V_BOhZuW1c367654kmzi5aDE=VcaG=2sg{JfUES(5_`g*+X|& z38z5TqdS*wG6h`%tAp{}>GMTaI2sAuEEPO|tOI&)z0)z&Dx&gs-FDK*g^+&g7L!pL zA~}#j&m_A(z}LtwwTDg5ikeZkwj%^+t5eWx{7g*#C{!W?j?O-GGFJW*1zsrk$d_>a z??PHw5d5bK1|;zc!b&)x6llL<_+hns-*jYpw91(nM;h*P^FX~c4*K%kQ7)}_GM=-d z7#X2vSh<0oq73b4$r>{OoOwW~nOmAH=u=}7f!$~~w z=GWNGFEr2Pj#yD(<{;rj5pzBu<}4@T^xTT^;6T^Jf&fS^)>?Il2Fe;4F z&FD<=Q-6VQ$C?WIFJ2TcIO=G`aW_Fstx`&*BKHy&n>duB9-{VBFnCBlHQnE0d`{}I z{AtVyC}FO568LODS6uI>cLV-3Sei!Bw(T=Bve>C92s*bu-U~kwZN2ZRHtvFsUd5H` zqrk1i$fXO|YLppellnaZOYtLL`jMAHUwM=OdvhzjgHa+HNhnOdG#xa3y5jiwT=ju^ z|B!^(JGwJ|Iydb&(7SqpCB60Z4=rjNRz|_A>36t?TRGf5TcP(vsWd%!bAS5WYtGs{ zh?W|mVH}CxHOsEWTk1L{;+@ZVxqDQ?&}m7Hm1#XkI$XIv+|?S_p;{b56MFWusrbjqDGzKsH4cM*_c|=PKzRoTWRJ{ zLL=-rTWH_dYfDUAzeGNlncSaqG|iq6)A)|p3qOw`KWYdDy#)j=M?N*|y- z7(L~B=lM1(#PZ*DA2q~gV-PUp68k%rNc|wY-=KbKu5JgZOv;(J+7h5?eG*!c*p*@R zlbObM=YvUeU)aHR)*GLVd!|iAiU&tAZ@z}aL;Y^n%J8z%R<3cawYCn@uI7@k(j$PY zkEuFV+8(~zj{*s)h`pu}#ntp6&;9wCs`+O~tc=aLJbA+}FfBv=C_A0IX>GMxlW0@g z8*05092{+_n{{)PO8&|~+gLXVfwwxT;`n3Qs^B12Um!kxL()#bTx?(-g}fqnq?348 zl-g~V5W67?sLC$ClU=7?A=;D;QX+ovT8h2JV^_KBk___~?^vtArIB$^l78aLZ7dI$ zaSn$%-;d^g!&uP^%7UZvY>BLfCyxwPlV0bF92_N*igf|+^De)bJ`GLWjZC9Qab$+v1O(hP?$a$X>Gm+r za^*V9XUe&<0XFme>AYNt3p=WI;SnkVD91$J>v^24P&>!|Gk-%m5Q?yRj~*WoW3}F| zCxM;Cm8jMXs6qrFN1xK3t9^9vvA>r#NPv>6cO5VNMQ56VRl;c8{w-|_+oRrct@Ib* zhGWj}GX^4RjyAh~Z_vl#b)p~Qx%h5Q+L!RHZYLUoX#tJy7qJ+Tw8vP#e*tx}LQ9hv z5QaVW_{_u*d<+#>=Sg{7_cA9@@6$wGT3R7R8yRi+YOd;qvz^Z5+A!k%+OWt$n=055 z5Y7&LX7(sOBh>PRRVYtYrL;o`3l~bG2#x?&t7Ty@=~S^~L4Xh&Y#50Qx^$jqRZ4Jk z#B>aXF!9y`79giG>uTm_zu%wR;xvC1_bk)#q-lm2+iXsnJISbWx+Jhuls6##9VGKdQ$#)`2yos)RH;}23$Sd#2xlj6Qj$lnZZW=~F?cQLZ) zyi_kJmqC~ssZH<&dYuabrKw2%b64!{^VLVOy$-nbSGI;{(6a7{e)w?tmc&D-%Rle! z2hdf3?KQ1;vpKN0UHK8xC6_^Ku`A=wbb?6neR`#+ZA?d3O}^aHUYHjhVt4t9XU_A3 zHIJyqadG|KA(_x-PTj83R|A(qYo*2E;KD14KDP5bE)(f5H(d91zSw`cA5IA|&knJBnn~$IK;yx6V(T8z^;R5tosR0$dX-;3lcNBvT zGNiGL1A*|oji7ZZ zA*?drjQEY|ZBbHIZe}oSv>Vxse(07+g=!e+U*pKB!WpdQzLl;=d99`(ROO6=aq&Xw zXrvp^!H+uWl_vS=CXK638Zygfy{n~j-V!KOQs{20NW0m%56@iPJv=8~dYx{f;c;fR zaQS8m$ga^0v>Kg+&`|L0(o2dRbR!VtyCb@h$djs>R$W{JYvnK!e3J2>qrZD60i@sZ&RqEiT2zT`#5`RoL zH$&foNiBc8l*Mwqx%HLj!kH`|`P2ufVWCKwV>b852VtbziomphW~5bc4~AmEMD$EG z+=jG9p{>sJ*|H{%%g;M(*gV@aEj_$t4fSAVMxQ$oFT+QrXD!CxG9$K31w&AXM!84$ z#o%H^qs7!MYAY~iyNUauN+j++-tMM-cZFO;-22@MxsU_nh%G5vj=FQkom_&?{>a@J zXTHXB#<__#upypllBAP{!S9MT9|!rUF=@L_z(E^?xQqX+BDbp9sL<|^E4dMlI-l6M zfpPddGm2{w6eoekKb3@)K+T?xe2G~Vylk<=_r%>fsA7E;-|+io{lQl?TN-cikD)#- zFJ;VTS{QEp%uU%(?Gl@QGf&BvjnWra;mbd<3UQ55`|@dNpL~jeisBxX-aV?6dsLJ6 zs3;k!bQ!5q8G}GcL!$S~AHHeG8|2;D`F0xG(o>1c1;3X%Z6=1g^ zsEw}YhBfH~xLK5AmVF8Lly2~HDq*Q2IUcX1(jX;mo|EYLi9t%qj#>}YBG+EK$~9A(J?xnMcKcK*kyc5SSVI&npOrOJi8Hl< zhu%6+!JSzPE0^u#SmWols{60YZkJ#;AD*u0Bs}mLS0Z>Mnd;hMD_168M$BiiTJ@Bc zGCh^xaQu*}wu6KCP%sUp0K(;gaYkAd^@%j-isL=PKaOOTJ@_ z{0iT!(|fiUvT;_e$!N`#OXtdzE5Ub3BF)JI>wq&=kh}s2lpnxzZQRavg#$aA0fyT@Lv0}`78S#ZRa5%diFB63~6 zhk>9>xCh%KG*FZK6YR41Te??94LZ&knjyDw8x{gJrXz@J#DBWQwYx$q3cocJe*33{ zfxlRP;1@^WepHS`v1kGD9p}QN!-NUB;fNAaOz7w6Ce00d`0XyA1n_fp%;W7FsT<`&+G*uJ!d2dic$my2q&0+9TbcD8BHCx7T z%D<2#XGH@|Hk8Fpt!}1g>yje;sq01Ri-n3WIg0Y~s5zC|d`SDXYQ6f*<@_kurb%CN z?Ir2l`0t+&0|ah3*t(@ZNS9}qTD?C7?=kWjobTi!0#m+>)OpaIYVDQg6g1&o+Y^3i z5x^#LSkB8O0Ort1g$FH*tHsWKD`ZhqscsH*BWvI|Sb#IlVOdt`MhtWU8iWX~;l{w8 zPhgNuO8(&`zKKbG!`|~yBPxq}{p>e|OKmt%QK-BEEmG}g>Z#S`$Nf@1mAPN(Ka-ol2f@1gWG~@pmTQhCVzOu3l_dDB*V`A}4UQii z*f*s;L^l;Zq*hlDJlEC8?i9u0XrP)Pd{40PWt8sI0lo3%Fj#!~>FTad;Gn<}E*L2J zK*|-zi|>9$?0t|`8`DX!-`H~Uh}JO0)F1Q_7sFFZDK8CserSXlNE$lZM14ebMLXfC ze0bJGK)P0+JC%2r#%J+5^+rUI_?}IF^OL3IWD=67BJuS$HxP?kU?I&TW)%F@EZ#IwY@i$wsjNq?`M7yETxHUyZg!+JI$7g^~mC02QHh( z3R+CP@C=qk-r4*Rq1+c7qH=I3V7R(L5mNdQV19`T`~DnA1fj$-nN88zQFS{uCA9o# zdWQc*O@ot$awMfFI~+)DLgvjzOTAe$EwzAI(FFAN08l`j=dCm2V@M*jScv#Gzy(rnc|Hv|9LmPe-n1HB&IUVOV-rwJ zg1x`IBh`QUbsQAMPuk11oQWix3oR!oB4A}3yimSAb5w@6hZ$BK!OHKouu!FuxS zZ<<9Sn-hqzYVj)sd6O}%XFjN22Iq_11 zo-%$}+xXKHg4QNqEm@r$k&?t%+bIMn8M!F!zRcerLHk`w2i!@RE$P0G>DVXJfZS%d zA9~$#9x2OqjM%#5cFm#k+KlB*N6tqGp5IB@`OR*3AKgUts|-u)i+~5JU#BZQ_NBM&lroKWvrXe$&3E)n?AAh9 z6?}n{6ThT%Rpf(BQJl*V`PW)spV%q8I5j_CXvWQ4gIiWe z@Y}J5(w;iu*m$@LiA9yEW_s5XL?dCT#ki?vg1=Dm5B!(KcATty1y0za+y$p#9omO@ zhrj$9{W8up2oA=S0hlyKY;l~~rPXjLut7CB^8NBu<+5|%OzZbnQeG@_KyT=t)A6P& zo{8j;#zclcX{LUfH6SoL8ZoWL9;|+8OxOlGlMBW5;j*^}_S*JKELAcHng6ITqtt5)#|u4+&6V+n%n=UXR? zo(L*#bEcT33RffhZ{(f{0#Qoq@D)v#o|Jx25&ZX=2+x}eSvtv zK&}yFYdlu3o*pSkYK+Zv5?O317x}I)q}EAI)hcw8JeDWt02j2~4qP=UnfF2~A{4=# zS>aO3aKL4a4OHjAMUK?P1mBpunul)U2NTDVrU=GMEYKmL@7E`I^x~6zB1jCt`39Aw z%RNmMTxU)6hN?iAAM-^E2)NJhnuw`=XMe0n#cdGd>wqz4Y$8<*X=lm}KviDg1o$QP zqW4%@_E6`X9pz5M4UwM_o7r*qr376+LL7nH*(!H#`K3*2aLbUAS<0Eue8D-q2+FJg z`q7Mpr(LG6_?|NtgNX}mz38bw<`x-TgtP-13G@hSV0my&_A(r0tOuS%e?Y2Af|P|MR@`CE8P78rLs$ai9sei+4zNPD2hgQvr0|O7B3eygJm^#E)4FIh-bp7XuJH4^jrnbyjxIZW`i3yrifSoX@_l_vQzcti zZ)XXTPQ=5$k#5m8z?9#Tsvn)2LS@X!6EG>rB6J1ImE+<3y$230?j0l~ASqL2oUZOoF`Koj9{voayqjF77@ zC{)AH>1Q=78etn6;SYaHe^Uz995XHoNq4W$pM%$3;c9p!->IkpMkp&2r|38Z9}gsH z3P|tqq9j*rUJ~>3Gszp3AA9G>*Ny(@XR9Cm^qu-)W_&hnJu3R5D1Cd5)?{o>(P@tO z#y!CR3mtWTg>;$Ndm4H$ZPtcu6NrNv-mxiMZ?G;0hayf&&1{+!7%1p<9x8bsq!7!X z^X||H>xJ1AdiE6@)Emw$SWb8AsDlFk=6H>!II2&wUbPZdO z+@?A!n;aNmoP5`xxHcw73yj%>N(Of&^7>!vWPPSdQJ1Bsk6Q;M$efY8Z0m2sNatlh z0f?RyIoiyW5G{(18`eXwS74bWbXH>17WbSF)sy^MvH(Iu`0wprvOp46`{#xao5xC$ z^f2^o(d{K432GdYnw4{U&^{7nRD7Hy?D3B&-BcF8siinpwna?hX*;&;k32f%Ku+|3 z$v$Y?k?CfRWtl4%dd-Vsg$*qW!dN_Tib8HV^=_N?rBSB zO(c?XY6i(fAE`bzWk7)TQ9vJB#?5x!Nk$DU@cZKXQ7wJvr-^{c{`opWB0TI&Ln|M{H*P$Cv?CEl~2&OpZ#< zP0hZ0pRM0_IcPsewx%DVoN6SfVxF}BPD!1g`NNb^Fhb5Q)1yvu9Mo4BV1jn^ zK)IM$8CW>m;;dca$oAzzCIgb1f5_rsM<0%h57Zw!n5&sCi-X>KuRgmHsrRf7?iir& zk6>a8)CX=c%ms%e{W4){t0U?$Man!1yMo1m3CLy5ES2U=$(h?f=#fMj;fB8+EPGxC z(5O>Y?B=W!U%0=kndN&grwW=j5uT%X16Y8jP6$k!iuQ<+B9WFg@A!(N!;|7fdDggjpK$nqmVH^?@>*MR4vpKNgbt6Dd|XP}5aGHP@Pjpi zNJq;=*3K_yFRZph^Hnl>1ZazkobC6%krR=9Q~4P>6Orkz97S@{`g=L_2m+!Pvk{Wk zl&~eIo)czcA*o6=q*@kTi;n0~dv~4NiTJJL5Mz`PvuO{&lF30}s!$lyUZz;~)z<`| z+>6jyh7~!?oc2>WeUwUmQ;S6UA9tY!bk1$AmvL9SK)-fy`ux*7)m;p4s_uLy=>t9k z6_vb3XU|xHK;&q6M~**FmP~h9=G^d)=(q|b z8+BTxE0EjXtD$eEf$-YA->}5!+?d{PiSW}62tL^MX5T#G^_5KCig({uIV)McXMHV^ z-z4>wW{?7+0s1~x_T4E!YkKQ-+^;qow_m?5*4eUj;%tALzbeApVFrL_O&k#i&RxLB zd9ytCIcX}#fyPXj@qG*;CN5J{IBrZ?*xw5+uz7Q&kpCt45ojBNW z0ny~~KHTSQ4eh5qEOE_6RMZODjFdKS0>EK3c||^f`4WlnvbJd?v5M2JgmGgs6j`|P z9$O?Z|Ev;f2#N-;w|;mz5fL{cL`HDE^MukE*0?dFPM~;gChB3@`KR5FE>rd-A*l zT9cQ2Pb>w~x@bSTXqeUN#Rftm$dVf)Gi1B-TFDBo`H8D#A!J7GmnX-;ubou-p&NbZ z0SVHbcCr<^?%+uL^iIAHt;Nk;4x492RKEga>U)&5FvefT>a_am=+*4OFT8#9+|ct? zS|R$`zPMH#bDr-7a?^!IeUfFhG(Sy8Q*;(HV_=aVe-BOC)F5{6vcW!TOGM3?nVqu<2L}fxa39();rt7ieKnU^g$Y z*uC)?PA6h{9`)O+Wnw}HsVa*)8w0i6^ZH+RhJNA&WasK*#NHb&1X~uV>@Q+{5Le@! z5LiF#0VbXqi#6_ogXr=-0H*?DO$ZD5b#ZD)gSlGsx?4%b!Ck znsvEWzaZ}A_lR=7sUqIbv;n+Lig~`zh*|d9*Y~R0>LuLleKX>e zGPO8(RQ=(1B16&7Jl*u3Eh;a9ir+Jo$ir9EJc+hB&-OfbvNGszVr8eagoe7}3Wgpx z1&NeEtRJL3gzH$V=myp27?YifCn?5&)J60+>Imz4@8Mn$xlJ`NoyuVq7f$ARq(O2z znEeo%L{c$<>FOvqFB{RxFX;F`v<7no-;RUy}jc0d@i8gowFom8W)BZ@Q6X z*^v_Sa)^fGcZL0bWwCFP`V@KhkwVLTg^at7%va1hPMcp@oIwR?mbJC7pYBZB-@#V>F?c^hVbcp$;_@9n< zW;|juJ~v}@^X>U{JapxkiIO5%n<2=juwqGiEA7NDwQ@r}#sZJ?ChfOy_`F=C1 z9IXv zTq8MuqmOsPxM^{Er!8Sq2^=>g!wZhE$soAQ!19K3l2j$(?`G~59xyb?@HEY8aN;XD z1v8K>VA)lmAz9T?B*4=lt)YU==uE+M_(+5rOd1Us89D<3_Rrbqr(`tr57~kd5mFe9 z&lwD^Cg<4Tw}6H;7F-z6x#Nd~u#mhBAt(_Q=R<3uF8yLLq=kokn!MvT4KAC}Oj zmp>@(@?U#A6Al2iD}Y;h%xIF)9y8b!YCZ*(C#S(uk@5Ytf0fq~I6TUKz3HWl87suo zYwa_Pbm+m=LhxCWOIN4?RV*M^NE~XpRA7%i`3DhjrK=6UeBp%V^+`$&xqDUh3N8Xa zupmT=IcgSd(SHr&oIsR7XU2a@qlZ9NA+(8R7ye1oMsa>^vH%Z&7xD(N2M^9h2A32s zL>5sJ4^B?z1um_!Pf*6k^Z|$kdw;3HRkf zXDwy6tTo;KZ!Xv6P#ofdZwKKFcJgzb4y;L@?9QUK$9|4~>wLA)mNg$y4!11=QKD$f zf7XM#v)Kp`H<4j1MFb%L7g0kM@KTo(+KDeUX?7Qs< zo8ZVT1~=a1TZ#g7aqb!3%ROK#&U$?yy1dS>+foRGWp@z3gG)KiGuxnVdo(=OElZw6 zHf5vp->_Js>!L(r06&?Q2Ip_a3<8AOyVvvL|;0B1P6=h?7{%9gLE4ymzzXJuSz%UY4g7nDQ;+ z#+al_|0v5bynnOkCD<%zC^XryQn>uV_Bp4X9cX6Y+57o`%VFAVxwntcYoHkap*z{u zv_xNQ$O0pNh?qK_U4+`eRpj%5=ewN3=)(JFCL7k%fsYIf%b4pKk;5pcJv-uoqKMh$dM5vQR zF~-2@Ag2C*JV<${X1x3E6UF{31g}-34jx@(mOJLYm{iP3?=4-k9JK#4arq7RYauSM zr)kpx)Mg7ZT_~D-*v8n{I}R$!6h%=PeaMQ=kz!v~!h^XP;_=2H^M&wsrd0h|*wUnE zAi_);wkJ_RC5C|>X3E7vC-%!F7ry3m8@uW0xx%7~&^MYG@ukF6%Iv@_uxDda{xALP z(bInNVRY^zN&$8jKSq|4Qjm}o7^OL;&1#9=#V*QRMT1$aOdCVBY9T&N*nUbWyqTHX zMU+W`?nar~v62Ahgmz;UEE)KQo>e37pF{8@xL>@H?80bpQD`*gY>8#A93k@)ZOX%z z7xz_)PHqCYZq14ahLMBXf;|pGIRX$UH zjnpIp;*3_9kmI4?xiL)kIbGAj`|@Mc#1;wcoR0|la%0oP6y0s-A52~}@OjTGsb&W{ z^`4KvATlvXOdmR53wVwxhKSjhi|yv_bMts#<{3W?q5KZmB;#3*6cQs1i+}DT(k*ej zZ-6VJEy8m;s3RC;(->kCGkaPOcm+F+N3C_khci4&!Zf7SYaN!kl@4`Xl%XrLT_Ipl zNotkb)`;A1=3H_Va%jmp%>u6S&G+Y%@QFq`NrFohP000JvhbXsb+lwaPTy%=#B;AY znwkqu&~RPS!f*&b4-?j8$d>-xbxemv4T{tBaI49#? zREH?*VTHk*zai-b2dj!?(WGS@u)|FmJ@sr~Qij*e?QofDb!{jQ^?A$>QVmuKs*w4h z4E~&|jU7^Gjb|2rZTDRueo;p)4=L&m96g_?Fu$lNsn4Nc8-Yb|rc;)bfYoX?LlRm| z*--}Pp$D>3e{C=QVaT2b)knT=jEklkqsTXNQiq5Zq!NftlKWl*V#ZHruKWhMmLY2!LBLuk)nlBzi0Cgre5B{V_L6#h!D6+F$ zMqG^LWglfMQ5wh2DuQMd3n<&MLk0Fd6j~oI*j!^Xr=td4GSHa^4CA4I?zt&!xMKM- zEO{*$HJD&0w%P&Qg62<7>X3(#Cw8&k^-;V!>QtYD)Sd&$@n{wzy-rMg&^QZx8MzDZW`!F*Q}KdidnCbk|a zHCLe16*epLrAO`n(`$`>$%9X8#F}K`W~Mi8-DwE*kfd7~8-sdI*t=tn)-UZB=85$r zOc#g;wG{SZF6W_5){b+L3Z1cba-sM20$YI3fRk7>Vv1xocgKFoLxzgzVvZDrtK3)+ zt8lD@yR>nA-!WU-%)IduagB{_ibOGFwiwGYl)=~WYX$q9y&4H}qj%A62Yr=jt*h=& zG1|jlqi z+Q%VQ98BP?A2%HJg%g{Wby z><5;9&y1>7J-)56ifw)4jAgE~NqDv|kKPXNf;-7$(3N{Jw#^}LwYzvoQJG8Z_0i8!lU}q(bz2PvK&IM7rh0N4~Jo>fK>6 z+j{GSN}AxS_DvE!60Bn$jUx*ucal4JdtBCvX0;mr$ke^>DHlLL)?Wn^?Fox@GQ47n zM;&9HH+P`w!RoL%IQXP6F8naAE{yQC(2h}bY0}pI9H6mTOuE@M3iB4;#3~ zbC@>koREUg$T2HF=K4=kjv7Q3olVO$5q>O^^!`z6f5Oo>+ry!{k;AkGv{s3{25fFn zfF*b7B2^->B=m!afoA*_D$%QFt;g?VuhKWfJ9+O(j@m^jM#;qKocmrN`A7f;3d`xH1x`fWazV}^>+?c8@_5=E=2j@)QSSLbO9S2 ze5t8ll_akD%yasgz^jT}6gV`0_rv{xB|Av%Cuz-3!7b!z%ogIo>2TT>_hs5v>7Nw-$p2ogS#DlRJ6fwoGSefmmS~q;woL`>`TKltSi&cau$?1Z+6VI|Xqn9D*h zz29N$X*#R*rpLR4ttS|`x)x~U60f+TlKljhjqMZrJ-2o=q2;=vGWBq9l7n~_AX(lXfu|Q6QT*GP4u3OagYvv?j#gZL zQ})?>(97gPgfo24Z%9)`6#Uy#=c;S(%dX+Ogh0;s*>~ELoz#YNs;h0ovTNlqPf@e% z8}U5e=*Pz#6z1Ebs~q6*e1&7~L}VB0N(Xjv7^Uh$=}6%Nm+`*3G!7*R7re>Gv>ORK zg6|TC>C7k^kH*`6faUxF=JG`xnkhu?n z2^!mH8ZXzrp=k8MG#nT(b4mQtljv40R#|x#OM+k68(yK2t&^@Odwx_?5WFi$X#~xR zom??dsqq3%VYf1fxJU8c)#Kw6S_Ft4Ya5e}Sm{|TAjtN1@$&SlOmdPwa`O0!=_ZtP zGwkun)^x4r;X=$7zM1-t+Ia@iA{UL@B99-7Z3b!GZt7DI*XPMB)7GOO??=oCY}Bq! zPW_gz71@Oxf(9AmPLvLM+2|&QB2R-~MYw?2*_m{rNFGfUvX)UafiE6S56AEPxRA^q zV(GlOWIIR?@@%S5G$o3EuA^we=8XD@o(rcurO1`oxB4tXnHrs#QX^2c*KCOjr`%l_ zBYuW2s}4z%^*SqNF$M0QVUamJLYwdPHnASGbA61dHI}oeu_7AF7@tH(XGL(VUtdD^|Mubig7;z=qh!4TJ8dp3Y!VCGw zF^H%ApopT(Gj6@!CmX(7Vy5s5kZQuxTexK4gk@0xPaG|Z5`yC^D3mR0Ikd+DsbS_l zR97C@WcYeCD=5fZghD{j9Egr7Y5}C%jrpO^^F89n z$-suC9?y1U%c5BGEQlX?@_9SEbrnTb^}G$|qZ~KIoDf3%@{oF)R9Ns;Nb*$(MFY0w z%Y8H)qn*A#>B4Y<5iIoyg<1mZ8Mw|_^c+-Y?+eD9u-QT%MNpo^(|Ur4OzzrMUFRf{ z+}FP;3+Lq0*}K27JK(Y|vmG`DzLwAQ63hIFRZM>3I5XTagIN*S^nIx7jGpQM^0Gn7 zQiY!HRcxs#UsjD|ZGtKXe7Ha(h0@UUWo>(ptMmfgXjfNxxIo|5Ir78J#lYh^Xnz0= zYuu)O^LUmbH`v3YFn&#OJy}vu6M0jLED}8d4>3@dESilTu5|o3f$rsdFCJP->m>L{ zbV4u50urqtEN)Yyl>FUdKRK1a(4=i!m7u}Pkp=~9Z@};#A|W>ut-lb{>(3H(C`XB! znJU%wE|dJGh-tHvJINncQ6wgzqi|F03ad;K2}rwzgk|6&moNbzRv|e2)G92(P1RCn zCW)zdyNx-$i9o)QS2E?5J&h)vcnwve+GTx-hg?qc7nY?cOTW(ge-HA1>9|%59#d3U z%iD3d1W%25iduS;)`crU)PFj^_`2Eh=#r-_p8q07bDkRGVL#YEcR5D*5TVmuV;GBX zgU0aPwOn~U_7GXoMe{7ZD8-8jQaLP#029G))!th&E8cG>c1d686;$ohe^ah44g7XY z|AH#j5BWtWOYrSjL4`t!0+=XsP7Hpklu<9rkLsc;TS~(TnHal=r&z;L7q=n5W*U%! zd6|0Ann&sRI>`=MBlg&@Xd4P!W=Ym07DFYhI%(&J1yJyUm!q&nQPJ5c=5;C{ZODQ{ zKgGO*IT@wi*=-K4L%|)1j)I}zW1r!ja1$T83rq?b%k8kV_%GoE&`&JcD6X`(0aZ&8 zoN9Ucc<)jMfx>uL0jgEkgX(UG_QQ_WI0|t$Pi808W;9;$o#Q* zxiZB>JYv{B0VIgPbA9U5beYK1?cp$jNQF^y7GXeJ|Kj(vLw6f{iK%GFXdFO?{G`x| zlUXq`-f^8XQ|d9pyZ`T|Cn?LuQT{ehvPB+49-Uh;q={S#u`-5wVB8%c~QXtAxJjSKc%W)g| z4T?yXHz{Y}o>>PjxfNm;iUzVxi9WT7zE>%->0bHO`CImXXj z`Qq-b;lQs2<f~3B?pBu+|m@Bi}#A2KE z>07e=vmc7f&H4go@`Pwrlh|m<^`7+l9Uak-Jv1cGT!>a|rv{344KR}z(Y9Ky!7QE` zXLzMn4h@mpOCCQbbbAH+3$m8T_^Jt*_6VBZ3nDIq`9etZeUTa%`L$a?6HF58Hp2ur z?*(Ou1e-O3#nip|S}$+`?hk%t+8jXHK1~7s7Y_g(J&RsBcIoEvKQV0<(_$zfFFu}T z{X^LJF^JdIS|A4w787s!C^OxGa<%>2Xo}3$(;xL z9y_3ZgaeyxzsJp+8U6yBI)f1fKNB@6%2|fqr&u~h-lnZ5pjXM8cjZE=%k2|tBk2?P z;6q_AqFD9|IUy3e+pD*v(XyWWNc)qyRsmt|cKSVt8t4XR&wr@Hf3Q%2M0P%}`_L(F z>?(~I-?v5zSE0QeY)2?pDLGf8qTT`vao=DNKo46h&iG6oFIG)Lk*t?wn304my@qcM zhdMa1yQ>%Hx597QfJ)WSOvlGN3=&72+Lb<7@z|G5eurc}AHa5KSKU%^gnh9x=N5Ti zV%!oz1GmU;ZhDgIS!84FFCbdEh&nTdg00j`+D32hvOVzAJy?JB0PXz!lT7AUsE9`> zhU-`4*sopl(YuHvkH(zpSf%D0$1m3|ZP!m;VKoQVN0T7~p zvwESlP7W&Y-g`^@A)k$VM~g{l8x$4TLVjC3g((2O9&W9B2olisN8af=QXGF5@k!I? zliI$J`0gY589mtXGRfc3W?sNrpm~>rv#HhbN&{dI>iKSj5w^OI#7o1je<^b*aK7f@ z9SN-Op|*@IVv=o|W)d9hs>Z+qOOIG9xifMy#7|gC*M##50gB%tV*7f_1!QQJ-OU-Eazz0E5J@!4?!5wq~Z_AZ#P*9F4N__j^v@>}^DErLf}Qk#xX z?fXnUqy22u4KEi{!wpxp^KRl@u)nlbJ+E*vsH12&rF5bsCu`6b>1_sdoOE?!WJdnk z+h8kEJjYwCr+Wx|+r6y?7sf|MW@}n+{qYx>-yX!Fg%1@@okiXzWt{oUw0&{XDlDA$ zZX^%2o0A}G^*u}Cx3m^zEXDg})P1(nGAxqt?N!;bDSO76OkZxOP7Cwa)qqR$)OTGj zm%<6hHeBbO+vL2}^!IM5ORY7Bcz=>IRm_@X_RRMtdl}PhH{!cXEh(ZS!2fpNY^8{Dk8EAHrZYxb2MM9F|4(6@u2XKRBScz zgm@f(rr^P`9vlGX7z&7Feo4sG7-e21k(qX9?kf1vg@|cyr{o?dFVqKWll&e!@|LaX z=H19H(p47Kj_obP6Q42VTd-9}gVY&9_k{BXYM7XH86mB>f7N71(1NwxfL`t%?%UZQ z$vPQpL!KGNF9zf)V^AuU#(@3B?lXhF`mX(a5%KBdWKp5Dj2MaaO#t_9p1M;qwPwt%yhdp_oGYd2@f zTlu5iAT}1gjDD>m{u=V2lbbcjdb%aiLFIeGmly)2^B1IrC_9skR$zNgHlnh19^6UMR&7gtNH4Wt`7(A zu>8B!e!G>bVWTQ!lgCPpAlIbMOF*#n5V+NCXx$_=5qcMpE4S`o$v_0pSae?{IH?Jx zUX#`+%QDr#(~X5i7gWUC|3o5|#=Zn=yuN)gTV@(X z*t=}GfeUi3EsAVy^FSitpnz)qS1c!~7M=tJ-sED50(b)RkE%RVh>0{Gu}@PEnZteZ-TubK@!K;k19uIu2I<(j48CJ zN@1^E%d0_lWR+H7bCU3CaP&yXKYe|lra08ptY0I`{*xWmbos{;u+Su5PXDn4m;ak3 zNc>-x;Dk|S2Av=v_&xf**8VaEAH}AY>o6@nWqjT%OiNj#U{_^I zNHHGspY1*UL?nHEy+L$aGp4?+YHLmeq+1nB=4b5V6};U4Sb{K6AS@aFm*;ecMB>oa zUT9q7`_0%1{0YaW(~rbDI<#}PzrR2Qa0T!S;*xC8nWncf)N_(p@C85j2V z&3zP6*7O%;E*p4%hHP8dTsCyS4Qw8f1d6AX&fPj9h+HGJXaD?7wK>hqi0w58XRzES zy$hRZf+o3MG>apB2c8Dp1Z8&n743xa^7xa@(XJ!E?0;zTr%2I=mxNTl?SBY(=%?{n z9+$>?<0>3hG)KQQ6}S~`;2%rI8}Mev*7J;_=dC9SJMjmm@Q5qkcKj`<1boF&(xbSj z8aQ7%1Up*1g#wx*o!glw_+m$U$q@3JsOrV8sdLaK6If{mQ~IoxV2oE3gXEwmF?pDP zVP!qJP49=;f^#f~z*QNAiq7G+4Ts#?ryuw^3G)Pc!qIE@?Ha=Jo9iDfM6{3Rx4H_q zmoV~V)>b_8mlabj1WG3A2K|l7)b{+cgTkJL3H^UMw0+ zAa}vts+*`~g0FRSB3GUhB2dGqkDQa8yWqTC$b72Y(r8p(j+Hlpy>I)reNA>n&U%)q zT{N6**I#f--rre;qeI@$BWV-C>(GXBN^@B_zwC%LP!QB^rzXpw;t}@(;j2d}2kbyl z6(*($@rHw66aBn09&lvx*q0|UDi8pHva4>Wq;8{HJHv(;Du7SV5`;pAI5L|_$zWmD zZ9>u7qVo3Mi+>jJ#QN87UEa`S`2+pv8217RBO0_u99m~4vc3$V#4iaz^^i~GLqIdO z=r2soq)Vyw>4%NKGS_Ja@NzdIKQ8X}c8UCoq8Ng6$hI6P-0=F1aZcaarCT=vT1T1h z)J^s})|=zh7;a-LB}?qNpJSZr(H;EV?HnKM8?QJB5qqv2R8688POWH;T1{en!5tQ=0ht7!zOScaFs z_jY5ZN9%W$qKhGmGZGHT_>6I-E+Mg_rFl~zw)kLBVv|IiJnfH>xn1G6I2^Qjv3@7| zG@EmKIqY*z7b0${5>#>n4dSV(GXC=bX4&qdcZ5gO%(Cs~$s^I}N{w|WO6rG2Aovt1 zn!2!q?<(Abe_p&CSnZ+ugoC40NzEYpkRGO$b1I%z*N*UH$!{fz@wR;`2P0XGv*{AO zxUpw^(6R|)J1&xtdAX{YjPAmdJd$#I-&+9|0bvZ;IAMQT>RK;x9TqMvzA7a39@Wh4 zVprDE;sDdRa9@QCd!w7UeTiPrSd|~7fKxtgNk)~%gRM7|_|8)pe(ipLZu_Y`9-PT- zH{>yEw)oZ2lEbppl0K@el36*f4rTo;JBhe14>yFBcCY7y*{5*nmMAGN_ZY-)DDQ)* zDthRc{RFjZmd}m}GPzI7%*qw%CzW`Mv56%Wmnz=RnnVZz%KhEqUUImz!%m>+?@db_LoAdZSaOQB z_QAXSdX2n7YM@4P*=J)LV+@iRyQbvwFaU_(;!=Wa0t?wjH{e$2?y9+8X-t)Wm7DN% z8N=gb{!2h>aAjP%4Nges_6u{wL|d}4uTP=w(dX-?9Rj##SiL?77wdoy0n|TGy9WCt zZ=MTv87ss+IDbvTMt7(g5|~U6sU4;$ewXlqhKobg7BLt35#o*@_CiKW8cnhTr-=gf z1Ub(OnMMv#r#NEw10kN^I~*2@h*9LiMo9TPE*6TIKd`6#9pFC@#;$VRS+ag~^a&Y7 zF8a?SScAWCs>U%N_|JEKN*e`~jgpE5vXYK>XChq+{;Mcdjm|uOQ(Ub4KN?wt$VWV> zh}FNDYQ4t&BaH9|>V(r+^aPI{MkUhlF1B%@?bLn8|3x0rjl5F_xwi-W2lm|CPkAKB z3DeW~o-gLB($bQpKcWO+-IL?1)9{z4D1!n_wOociZa(a^iU@O_PgJC%>=EGnVgc?$ zLwfaPeA%>ESK+&MWQx?wL1t~=LxZ&hv{Fj9Zz?%Kb{-fbk!PnWPo~04CxFtb;MgTK>XieP^YY^Bkg|#2L2WJFE;2;GnfG8EpbriK$;2WZDr9m z1SA-RO8FV(m>tmvqi0>JzJ>Id9r+J5uW!Nq2O8TtHg-HEu8VqQO>EU<^T&A%oNMGat2H(is` zYa#u^V3_>}hPg$Xt(oh!;4ZNL7yK`Q|AJv|+OaaxBajLN4g#ENj9nSBYES`rXk;o0 zw#F9hw*+S_ud)aYX#S@QnBIST`>!tkuQ7!D8N)wp*#C^|Z^!>OgN+vk|0?@O_V0LM z?7zxj?7y=AyTJdG{j1FFek1h}WXBym?D7B6^%Y=IJ#X70$RZLVNS8{9^wKHa-O{-N z(%q#f-LcZ0l9EzOFD#{W#{vsTBOTw0e}C`q|GnRLUBg`Wx#yl|X3m~-m}h3r8Fhtw zcJuWfhg^R59Uh_R?>w}O#SPHIS|YsP(0$MDS%6-|7~%8Uc7-agX%lBt!c0UJ@}1XU z$*e+!lZ4P7k!j?Fce4rz>j84L?wSHl!hwPD(_&@`>qoIOrg?RbiSzH$lytkh}c?7@(1P5FKek7=M#+1h*Q*p;Tbnl^mwED+rlXJ8dB0QUD}_0FU>L* zd+cC*q{c(-m}#Lqdk}2j-N;Y)pUh%MUWa}|v3XL8mQt%3=`*SDY5)u!693WPu`SuROsW0nTQtjH z@tnPMuCPANoYhF{dzSH^x*m@>WC217klShpOph2Vb3{S1%YJla)RH8SMZxgby*CsQq0`VAWE;_to-9)F+v{*ScOv@jnV2Hw8<_d&rvoz@od&_~c<*e+7z zJC+jW^AY*!w~OIx(-3vU0dj$yWNTnpW2b0qAZ*jZtmg~%0_6y(1G-?C3!6{mm4e|@t9M> zA`bXk&ugd`yY%}Mrlkm!HB~#F7~vAY$-bsMC>4dt9w4X}t>INz5rV>2d9Mz?7(j&` zI=5x82}RG5wXa>Arsr6#-F+6>k4q>an5nWzd4~Eej$-) z{kE?GCrdF}Z7WK1wp3w|QQ*Tp#Gc1VgDjE2&^;yn2wk*O^l3qr=5zVx*%3JpgdY8f zgp>1(wm9dEE7moI+WpcsRy1*X8{G?b&u?US0FxwfEQiFULjyTlORL)9qZo9_T(m?i z9^(x46(MiM|J6@%qr4xF3S`C~f9&yU&XCBiqSX1;L0O%`v0v%vw7n#l@%>ZLr|Ya! z{KW5eFzVdy>j?yXNpGJ}GPa?wtW}rgde)hxxhIkKnmqh{&vODY-CiIg8pJKgSU|io zoq9^?@jGdZI()QQyr3Nnh}(N(0kKMoXH!FWG!Si;^4*NF7LY$Mfwjr^hisQ;V( zr^q|{AKOU!PX+Ia{8N*Ej6~ek`}zOWuNj%4^B9HRmfgox^!M}n$r5T$ zK7C}?4`Y$a5~TVySHk12%l49xN=AS2ggzzpz|N!BIXy8&&uFYMLP^DbL-so;o)hvH ziv0&-g_4T@j}|FlWh&zN8mIw+LgO5>02lD~%EQ+=GfO;ked?Huro<%QgMCSb^0UT7 z4D+W7pPg7m_>v0eXK{2?&Mq^(Q0-~slu_ap-UgUt_S_{OC)_87B+=z{rKxgu;njb_RYl8*YSY02;0 zBXVwLn307eJJ|#%+M$3UG-xP?PNWzYCO!izd0vMoBV`_Ro$KW%VTS_tyD~b!$TI!~ zktJjOrxJfzWPSd?yQ(1}Qqb|cmVX6E3xBfx%h=y${7Z{$sckCTvna_|dJdQ=6fZkOjWYNpY%UM>Mf4yN!2qbGZ|2P<`>yy*F&WZFxA;RpVF#6PU z(;dRkeEhyF6Lx&@s1`oSYTeJVt7OEPz7vOYc0G@*k}+fY{y3bo=QsNY-myr*Usjw+ zjqMXLC>PhB?rmrxTbmBN0PhLU<505qUD#49@7?cJ&A z;cZc^eI>RT$t7qPOiK~zpRc50<$t*|c;)&t_ zWD3&ApLqua*aZRh?qVePgZDs^jc}8pA#?I;azrBHj?ei436=rSMtdLw-SmsVt5@OlN9AU@<}3%3Cu2&|E+~ z9vAb0@_pbwGee@_D0hZ}g+l=c0_cP1k+Rf8X#iWSsR{r%-t4q12$$=2d54_c=&wT) zj)7_6I-$Vg>jl+G*|DnEubIf1OkK$*@w)i4wCT?TGT!ms1tELJl}72tS-4>CgBJnzv9n--!Aog8L2|BG@D~TS zcMds@QwnNcgj~E-T!=9RkI5gl{6J?RIkQ!r2Ro5Gc~{~9lm4`}=2>F^D5 zg&8w<3f~R}kwP;@Plbf#Nb|}UxDm9Sx=vZ}$uEd@dC$h#zynV~ z=^ws=!%Ug?!TDDcQ#w~8rKqZc*U)E)jg3m^FNHqjJH?XnmMrEs{4ta~ z=eX(IFKcr@DKBNM(#4uEbw)sg&3Sv`&kAzA=FniM;FnX~nON%4sR@lKB-(I>w9<|= z_8X6EO5RY)l(*gH&~RGTxU}?U;mf5j$;crR^q!jybJ=m^pqD@cC#H=R;=NT5Jdh(T z2;y7~7jdb~>(7Sfsj8)AK8+s1-w3Ad4W`XU55qXF0|>>AVwjO6e5c!R8)i?ydSdAV zB{3=hf+s#J^iKmvO`O#%V}FAAtX?GnbvR~^B)koa(7!pd{2qXb8Z*Yr{H2N;qd%PJ z@StDvl?oTkpi~v}G>!TtvJ=*O5|mJCZ~6rw(;fk-CC%pP_U>2_GI9O+tnlYJ$;=k- zM?mI)1m}zWs`s}RH}_n??`NQeYE)w^l`x?qn9!fN2zI?L7%ru<<7K?#rLx2C^F2Ke zy&6ZYmL9PcRTe4L?pUd`i?3r&sc&AMIl}oBRl10%cUg4he&(*qmT8TR0ykRPXb&Yd zOQn(!GBn(UKj5FZQpv!J179=a!_J_r;pII?$l5kC1m1;g$@O6Jty-Tl8Qk)_fCR|k zm-oUCBlOV K@%8kWiv!G;sTyI4OZn6?e)eeDLMb|dg#@t?!MLU@M&_Jay@j>vh` z?gxY=0AwJ#i~qqyCE@*21-I=ECDqGu=DcE3&es7BC9_NUTeZpl7$3u_f|m3ALnp4< z9U#36fn19auEl@iKj8nz{3AmO{x8kHlm6g8f`9mbz#kqN{{xUo$nfXz4`B4nfq#f2 zk{gO*$@E>4>i<0$vvPw9c|hb2Aan;H<3HdJ{x@^Szj~@Z=K^wyiJ%5~Q}a?pvJnI} zzB5%ieeD3j)w>54vnhD-l<2d9!UPbCbYo3p5uf=S$&!F795YAe-iBr97mh5y2W5uf zuSpiWRYe=x8F!Ik>2LfG_=o&|0lVpJD%`aDrZA+dDu{Gd$G9K*4|tD6wX9K~DJ3O~ zppDOu)o6tUm{o`gElGY~#p~cF{JIwGm&wVp``gzP*v~+tt?gq|VcFVW(tphobMRUl zsu_#fQ}=P2_3*`NL94URGAlGrwK0tfk4^_1R|l(Z?iO1Yp(|;K$Lisz-l)P%p_-Ca z=piFb;R##D-9^J2NfAs@2tK7&mQ&Q2A!W3Mi{Tz7_~g=@OUWKa#&wa=iuo2M#T3FZ zE0LjVnFy?N)8J$adP+{xE` zL1u_;{KB?ErIAauE9ZoA3ZpMRo*%6bQ>G;NA*` zdK0t!VCeSDB6%2Sg{ZQESK)G_V#l%5N$p68_p>vAWP52@*|+^265%riT{8vn8M;k3 zhx!*WBtO~#AE4fkZWWaYf>rTkJ!KB>9~%R|8>$(@y4q7d;On3!c3QlAwCYUw`KZeQ zoZ`1;&b8nhjPg2n1kN{my_8@Wm21)#hG7;H$l zSSGDH5_t@3*fMpqPZm?Z6|l0z{Tc}c>r3^M88m-=Hcx0+%$jZOWreI z>q#XS2ZE!;5Xql;0+Hr$&S?}32==EU4xMu-xyA9%Vv+#U#tf| zRBXQCIlowhZ~Nm{+#(ME&)+g1C(1~^^50J@ZjS`=(6WrifnO3x+q2Oh(4$*h4Z|O~ z;j>ODvP^<~Kz1wXjZpV>x&?5m2gvR)y)hJdun1P?B8+_NCeBD|<_0UNj>j#CRnE&+ z&imaprK$Uv8@tybk;tIF=WAk`=C4)tG9?tTj3784It^%g`Y@0r()1R!QbClvFD?%F z9ZP?k3I;cCeH%Ap$v&_PH6TmSlQRDFXk@Kf3x=1=n7JSyvn;uH!jiJIRi%VPg zO^PrS%A8rg=8nHjLH0r&cKqZ_=?EJYx&&UMy=oymzC@9xGvZ7QlA{T0Z{C0~(k)zm z_Sv&JY^ex6ZKYeh47%175a5`~wfOO6w)^S>8x}Rz^>rW{H{XNKv-|@6eYJ<)0*CV0 z5H4<;d7@^t&zrbtt7?XEheDS+?bdz#Te(}<5%BBC-Ik7*+bB{AJTlYN*jE(V@zyCq zW@=cdWrLyh$PGX$Gfau&O(_vLQS!q3)bF4?nnf zsqCbGANfw5<@Yt_mBWZWC+YRkAPdDc+kSoUnPBiUE@=szgf!z`swH*I1b$bx-dlFJ zis`trteGMKPMe7RkeS=4bfM0^G6P7>(9KO8&GY9S+q9HsGz1ve;n^AQKXOrC)mjiE zk_CZS3F70vP+UW{XxT?g&x(Y^t%uhL>zP_IKB;mDq6ujw7i&Aboy?=$R<&PSRVJRh z)_om7FA5PNwiVyM$WY4@vXLLIzu!%c1t$`!6Y2VLy(;dopl)SU^PkXg&yPpioSRyoYYP{r~zE#l{R!q7W z6>|4#OcB*kBP;%T;G3iXkLlM`|0OJkp7;tsuSrIecsH_jE)~B}%8XO8@dh?7($48z zaHb$a{W*){K?|N@OlI*>VHuY7O~2v!l^$in(%A0s)^)#y7X!uCfvUMV*0FZ%_5&M2 z64&Y*M7*DHw3on(Too^N1H`ZwISJ`g=NB~-yJRGTCRG(#lVvY$$`o0BgA|78ciBF0 zE7lw2``p(wpW-_8X0<8w^br3F1);A_HWbZybi5h9_a&wFz@KVuV1jB*O_*O!6wID6 z(!lZg5nkf+61AAiDXN5R%#>C2^IurkL5*PWvX6@<&MJQ50$kS8Ld?vosKENBN`nNO z^_!XQVGdjoIvaO7mL*{l@aa27Lf=5{$UtyPyRQ_R4UwcF3qnC(j7YeY!RlW_U_5VB?!QWY%jwK2L$nGkHrzJwnYiHL zWAKtcj!)jZ!nv^z77%%#DZs0<-lgL8w0Y{VBeAU8_!l)jefkJP$ch$ZJ#$MuRVuc7>2Gs~wGZB_5nDrnhJvj+Mgu6dwy zJQTFv{m##@ul*9tTWM&}EZOWnbZRN& zAOe^BhTgTI}f zPNOP~nTA3H>S=Pb*~pp$V3)Ni1ZRB-Ln_|MWD?^Ii(o+Zxrf8`A@Il*PA-5`W`wn! z?5^c%eBIG|S)IM%6z*~(`QwWimzMvGJV;pCdvk<-Oefk6MMEU|r(d%_>KLmCS&Cnj z@4+$Kyw#BPSNiWf#uvson?7vU3M|PI$zs+Yh5$c?tp!bp7mJ5~>=<7Zw=|6z+T^iF z%uTTJA#Y2{AI)iB=?j)0K;{-27*-w%+2i{L!TMM+#Ez>GU&?(ZF7J6|TA-2nGe;(&Ku9M7KNvPZ7^D-w3 z9Ce~%y)h}}pM#BqtCIeh@@$}+4!d^v4E}_&&7PfW?jwR@Xv*F z2*mrT0xnL+L0#Hu`xLFoh?PQB)Fh*KH!{c~p z?d766WFF^N(I7WW&K3ZK&jf3WW3MTy)&-Bu;w?zB0L2!LkVvwTK-JdXkdZ3zA}bJwhwmLDXOA!8k60U*x1_#x@$2{ef93 z#`>e99f>%EPk2DE)hbh(G3B{rC2_=*QxlX?gid;2-ExIX0#WszpsPlz?bIkK>_BH3 zy$~9XZO7qXGR%`ApI>kNc`EXUH87=Di!His+s8}bAY);3r|WA-cMYtKu=$+k^hGA) zFhA9PgZaHTB$v%iNxh!fW%)-JI41m6egZmP0_-2!J#9^^%F5|Ww{_=4v}kJH)(z$y z2z;C(b1drDgWjf|hl}uJnpW6Ttm9oeH5`(s`1|M6*f^kyarx_?IkbwXAIkd@rSsJ0 z&t8LT!+zl`>TW%@@&0s;Ei&m6TND0k3(maM;#}M1wZFlX%ujyRxHTT|ZZ23vyOlJ? z;;Z#K^%0G$szh7Yl}_$`-|~k8*AZ_Y++ZE9G$ZtwajbbTB_m3T9UmiHj?7(n=OCFi zu|095%Xn~o!Fw*_m-j1G9ngZ04(^R4?mfywINn2)MDtP&SX}V|0fT}>vo%Mosdi7d zsxCgx;omp#Ul@BSG~pE@&^Zi!cv98lr%FY;0AKDS%EUQ&FEWY7$rI958qb$?B$|m| zt52XGhTLR|>WZ&eRm{0E@dMOtX=BdV;9VtGeDYQEuSbR>UWo&o2x>Qw?4$NC)LULD=*6U->rK58TB*u6B^#~Wl$e(EM z^J_%H%Y=bfzFdu9rfmuWe)V8E?V$!#ar*pHb#Rk{W!j$N?i87GT5mGlYs7^f4d^ld zDH|Mdt=q@QhWMQMa{kEylg>k1yEwrea_5oG4BFEB@5>)Dvb)2uNX( zFwDSJ`@xCd`3k{c)Cg$RX9d?@MuNe7D<(O^q-JJMc_)JIAcnz2J_`OYa(?|eN^<^E z$nnd5DZ$VZW1>U|3!?#Di9VgRHXASRv4E3==8&HXf`B!b(F%Eu8;4}8BXH^CM?1t4 zGJAn9`5h2n4ZF|E3pT4_y*GCrej2jI%AaFzXz0d>-vq+g&DbP*YsQG~je1s!S*g7* z>G-5rpIUNa=7m;heW=qPVv5K12?Xv*E%h`Bd-~2ku4yhKtA5Ih3-j*o121b<9^|6$!<~GT&my;&ie%@fhJ1B>p#_N zS5mr=I^}nY7RFoIBs${qrx%m=1uKEp*^W3pWu@Bsu5?zT_cu>ocp$HTV6eN<6~e->;U`Oiwhfe##wqxNxX>pqa&b4iIhRFFB5E_9&+= z)(s#yQ^Z3u2C%=MPxiWO1}h_<*HqRa1$t6t^tC$Mz&VoiA;ZedswcwperU=YBSc$E z8EUygfrd-SeEd`%{P6>{qxms!vX4*-Ye;F?0D8KIhrvpPCvVifZ6WD;ZJcvow9llD znnw9)qr+j!oaZkZ__o=Da*`$OUs8O)MklI6OvnEe|{N*2G3ZX-K^=@$O$b<~KH7ij$7=99K5?@Zf?bYwc491MO1 zBEQr={I&ngS-#!={6b3VuB1~1lJVz^l4Fc(*11jw?3Pzw^f_+Qz^Pyol-_!#fiqwV zJ-D_%dNcboBTFyilb`w4O!9^a%`ZLGod~3Y7$WoQ=lC$^`E;5ok4dbVx;`@KL1-Ao z4KzM96&tQf9=K`g0WAdnMUUL8N;bY%QLFC3bH`sDDt>IIL70?c$0*;#$ zrV2Cmz0mv>k&Lyo=$Q4S{f$j@B3k>BD%Lkv>fgR_(7LT^OwVI8zV2PD6$tL%kxn`E zHV6Z4-n>v~yv9(oBeAk1PfvE*Kd-MG%yPQKE12W(x{^)jC_vWqC5SvR|G?ZzF#NKY z)QnKERF~5az(*+}_Q4B1+z@7j@W4>st?+c)hu;MEa(lJzqo!QC!ODl*Kw6vrtRNxH zhL1!Qw#N~Z0kybt6sESg>_T;;>S}Y{Uap6P`wM)!!^75C{rNZmWu;W?#2z6Jjy_Uo zFnuszpP;M(!6+-c$i#>qnUDyCT>&RPx%rT~zqng;M=JZ1Di;?{&Yb`8T+i$>PR86d z3Z%RO+j>H~_Vg$7fxdH6^V_B=mv5fWl*r)?+cwtqLtZ+$+s@XN2>o{>eyy!q{eaZ$ zzO78Uqgm2xX=NK4$q7|uT$?D;t=x@C?vUI$3GbcI1^?ssQkFOj?rbX(%tQ~8 zO`X)eGpS4JIWD3z`upPaeze!s!SlWt5w}m2N_}JBueXD)J~_h2I=+$oZhH5xN8?;K z@Yj{(6Fj@U&NKSj9^)pzt#`{r?M3?XCusk7kL%=K@uSv&6`=Wp+%} z5;1xdOrnVF()AZ5slKW$Rh)6{0Ut2GMktgy2dtHzF@*penvwi{H-#3Twv}k=?ctWyF@}Z0(8PR+zWs+Q;$tUF_J1IY?jd z;?yBR$2Yg08vzdfyMr!_QJ--yT%NUPeDR5 zAB8tj<4e^tT_X8pYCFpY%s&*j3I>(Nf{S~qsXTunY~*?-`h8W}%H|3p>ppG)4agkY zV($s}Ah&04aTTsylv&i>&Qoi2e1Pl)i5$@f`>h&SMmT}>k-bE+r&&gXsxNc2)W{@V z9>kA=pG6u%=U^}up4QN}=-2In(6U+&1>A9sR^C=1o4B9uBap6{>R|zL1VEK{Ethjb zJAKRqFYFR<7)%-tONAw}GnW(?kI7lre2RMQK;0HQ92rs@-z#AuMm`**9e8fRs6L07 zhd(0`kKcLiH%*$WhUPqNtmLlJ{O(1e7es?KC%*p!T@cjkJ>5GdIzmV>Nw|ehnJDyl z!@_?-EBJ`ljkZ=-g2z*($K4S&H75fA*4}ijUjSJxz8sm}xMlIhkXg9!@Mg_lrK*G8 z+3i1_j%_uS!Z58SOe=c;a=cCXGW=b3{A^qRcfO1Ed8ZTWI_v%V2Ls*Ft?vl;08SfL zB^DYiE)yIc6C8#pA1@ZSCE=G|Z>^{9ncBve5$Wu?JS)}g6Da!m*e1TV&6XC84OfBQ z9%V0GUNYnYeNFA7GdYI`Img+V&Dp`^{%Xatb2LQTurrh75tUEG)n+A5rf{F}7V<6V zlat(Y`_%!@w7okX@8GINArMLBxg#Z%$M z6zFwFWu4&~YNYDHy#(FEhAu&ZxEc3;kjImt>7C)j?*YmMCt~cES@Df6OV%#?P*_We zguVKvi?`bTx|(-8tgn~yTjRJXYcf%(wG&X6Tgbz*z)5v85r6yMXW7lI@dlQ79;l*{ z*W*D2A?xOt0YZn$8?Y^_6G*w0q^nJ1op#9Gt1$Wmq=rU4)kn|T_?YrBw<{ZZG36xv z={W86KCr5I(GVRMJ(VntJRyI)!9NLtj>Y}^aXlzV{ZpXqmqo8{k{U%H7G)o7Vv2LV zZj<}k#s<9SUG1+Idv>p;*dGAK7QrVY(N1(*#RMvI_`eYCv0RlNd6#GQ*=VtE=P&MjPK=7%k&6DI(FyBP$^$L<1#t=I z3vLRlmxGwYyECW9H+@MVOJ(P2edL55{KBkj z0FF&^lp``Mf8#T&jr8jh9q#@LLCt+vYlBmC4N?t{2Fsad^5e zuO{+oobdu2zAwXOr>p2^_XCO+@>*6D|#b=^ec`of-k7HG+q~7sNFV)U!Q!5 z(ER)cVhVINs6Ik5qhF*Pg!$9E`}uG}jp5ewalN$b&)RHr^(0c789c-LW#@9@CkG!~ zpBPtxy+@r=9UFXotLQykEy)wv3x1GzH#SRY#HT_zegtX*xr&bc%gQukZ`(_Cu`fL< zQsH!M0{hklTKPbL(V(wYn8x+q6FvNP%tJPC@Kj>yaYZgDfNPt)+gz~|HMroUz`I(o zT7E#&i2J)~u)ZcvCHUi|?mN;9s`Sm5!?jkCwmaOlv)sLwCH2Mgb#8i&JFioL;$a$Q z`f6tSChM~6doBaYkwcR;=BxH;P}WGxb-JTyYm!6`Yc6N}8uiK1wcJj8&toaea|Gge z^dNoyJYSW~xr&OZASAw_3RBYAmNYyrnbux@ApxfG3Uh}%zv|6TOG@+g3rA`gc!AX5 z^ZNt%8*J7XORf^~mn8x^(~y~BDGH5Fin5=^<4#W#pRqN=C08+U=!n?A_Vg4bz!+I? z=z>U+($Gkqy(5w#39P0m;35B*9%zLWEi@yjD(HENDLP2=9i2_pG-L$*>y zA<3fa%eF6kN85?jJt$|E=yQxn-$Gz4WwMfVYpHn(;_2A1(JdorFsi8SQd1eO)Ig8F ztIHe0lf+YjhN90pH3Xw#+w*_h?Aqe7?X@}as{<7r{*jvq*OrB1Mqlu2qsv=hVA|LA z7W6h<+?09`TknIB_3zn(`QoYnkx|a*^M7shdFzZ!ILsb=H+O>-J)~9c!gR<`7@rvK zUQT3`pnp!V&c;`Cq;ql{-p=D1Wrr6$@hJ=b5~>bd&2kG*ZjMi+*Gt_!p8Go2v_uLR z&}+VE@%ZI^zIA#yzSk|D68@2m2-k##szYD+eWM44^ZDcTm1nR&3CVvFe4cRtdAeg! zXPBw7^jlY2Ji5IP?yVi7^mn5sgaa6oSv^=Yv-AZ;8$BSu6IM|A*H9A%kO{adER-D&331*V;*v-)w5jG(~#HG z&;g5wE$XHWzhKFb)^BBO_0aS=7hE|sIOzViGO&S1giOek))$O!@S#M${Hao5 z;9gIpyv>|Bp(l8kke~bh=TbB8+>t3wMmeJ3Rg>Km=NS`u=VieOlZY3i9mr#) z`>OjeOlf;kR!ONX|pZri!~A$F^TTbQimc+H}44BEy~A zoMq|ck6xR0IrMZ>0#9yX{rSir-;A7-I1rQZy^0UH2_+^d+ae*SOdPE!im=E{;WH{GtFiNwru!_hes7qq;9 z%HBDUOH>y1NA`=D?f|D*5|&qV>fan?zd3#Y(}PLMaGsn-y<5dsF{FwsjsOE#O^yluct~qP2n+J%Du}rx7z!5;_o9j~t0#h$H`S^VA{+ z9J~73SYX*=AnvJUj#EP}HwTbUq-a8^-YYRm%3_z4SwSm|BzkhQxN|O^-g~8GdeFN@ zH!|CtBShN40Sy2gcD8rBMVNGPmIoiaN=n+S+{>K(0`^Qn`u&5jB0_mp<`YTl>`#j6 z^{zMN_*|mK0!G~9KIufx4W6#ZuHCcrji(8M%wT-CrX?_ohoy;8TJ(@9#uCp)ih<-? zVe+JuwkdVMi3=6)HtXw6ZLyAcKfV3{HPbKV*O5fvi&TDkl(te;%ND$Rm_Xjon1Dss zC-j^50moja+24MHcCV-Up>pi18xJxuxhaOD0 zuV2>lMhykTR}TdjzFN&0QZ164%33ad`t|KpquJ5^h8AElNAgq>dZ|jvFnSw<^28)b ziOVBc!c$Br;}$@TS8!1)vyRrP`do#K>}qHN?MZr-9D{0-ezL?@DLh4-33Ayt^ha4d z3)Fc0G9vb7sy)5ADEOhNIaHGm!Vq;h`qiSXmz~G+8uJ8+_Swcc}-!*1y zc{`%)T2}Dp9<|&-g~$)I{l{KUD7BO_C>31o0vJvmxPd=p)VE>SxT1{~v&@P+WK{iQ zgD7)ap6Y8mW!w0G0NniUHhc6YGAg-=hUI4}`E$RgUW3rvpRvD^nqN}EdAk})d+%fQ zr~Yn`OXDa4R)r2)LJY#Ntb#XJ5Xk@dmY$Q5*rJiea;rTd)y5S<|4g)|Q%S~pOJ;jN z2oEPC>&HglE@!}ESLK>hO$8^uU7S+MNKqwO&SkX0W_dFDt|@vFg`(fU^E;ifxby}Z zjs+LGb00A|WEqcKj@SMjgYuNaXF~DOSA>&@tkcD%m=pkVPB9*aXMyjk|fBQZ-2D)-O~`2fA|%Xr&=}LPxC~e?iy?*iVZjYL;ePn`~AX% zazstiEt?4O2a%BL>%X59r*tw!S?r?-T4v;mz-qua@7#j7+ zh)PzvOUX_D?BY{jr#bi--YdBg;CWWIuH7^9>{g(Am$qd66>rW^=j``y4mCG$(DLDJ zFS-rww(Vyc*O=O>ZwDA2B1?1wE(e4M3#j`3`vIxQYxd2zGL>Kr(!x4Zr^JW}nd{Fh znSA?`UAJ+a*h=vtEC&@4%vAPSi}~d7QuJ82bl%xq8C&d4quFH|IL#>!}UX zMB1^R#`|W+W4Y$i3Wq<3^#Q1dDCUSh{FHl^da(n+fbos8Jcx301=fTkQ~r)IoS~ha z56|L#@d5SA-E)l7$2~eruJ@hQdq`a_;!%m)@0%PNK{t8TL`92>-g6=W7V)UYb)ys= z9muiDTXM01;7#j1@9k>!=_{I8-%U;Q489_y)x%SZnT^^DVfHI+h{P~73l^m)2; zSSJbDwO2=uNHlP==Z;*c5~BpS;vp9ySm;zI1)qhJ@hU!OGrny@~1n$>*hQNV)i?mJaJGJ+wz1bmJMHsNZA!nY_~)s}xVe z>d|5j+kmiSK0_F#e{-?P>kLiF8ESc zURu!R;L@U9Ue{hQ5Y$?9oHIB@u2;pEW&x=AIR!h}aE0J)Xu@E|e5`9jNA}sD4H*>B z(+wLo@@0f8zVLDBjwun=)-=$U-M3UdOSO2+xyeKD+#wGHgLhv^Mjv?2p2Wr+q-A8h z{PtRC%?-H)R6%jLaQAjzzt8^#lYUs9kT zGQv&NnMYk@X*hN|@41%u*%M6LY5X!D!5yBEu(luJLU(Hx@K@cz1}!x43}=i>!I3_D7+f6=563M$rNZ-8gzNsxWo zVDQpk<=p=$m;b-?AG-~|?aG+60kjd6Lm0@Nwo<{HWIwzVw%HSVTtFMXqm-rb{F3wi z3pj^VQa8bU{>10FFK$KQA`w@B*xO@QkP^&M_0RZTtql1cZFEJT+t^X0-z2SBBrxJn ze1R)=Yl0BLxc-=Z%XUol{-$%p|M5R0;EoKr3BDu6Z$%LzSihCj|0sv~wfRIf_(e6w zB>;oNR4nB%mE02UaKb!}jfiMg%q-md$D#qkSR(+G3%1u(5^>d=tuJ-a5kEL_K-TO8 z#GQ{!&?sIOIWw%{vb?|`OIUp&)Y66I!QX?qQ=JEG{t7L4a)a#Tz zbHORz#Ll>;yCyK9;~0h_EVU!G9==<`cO*{HR6h7J{mdoH8I=vGOuLqj$|(ZKaXs20 zhYGsXC8om&rW@VC4-{5 zMFeXcD2z9mXBv-s!%3m)V|5bgM+bXojrO9usWF#?@YaX_fpqZJ2aWdPyLvH~NQh*` ze+&M?+5dvv@K)?bd$Hew|Azm{_E&(kfP{C(PAmcx`+V`87DMLhpPlY(>&~WJ(yg~P zE~Xci#`ZVXQPLANwT714=Wfp;F1VXoBg^e`wo~umzgQ&9`7NNk)8=f4*88Ro+#TNO z|CRNR2+8LDwu03E75ssJ**n{R1b>V9WBb1Zv!S=hD*Y+Ew)0Qz?gV!%{VT;%2xCP> zxR5?)@8=vl3v+%l23MuWbLV{a@Ms%Yv10V@{XG8_IB$ zm%RR_u2I{hNqBV1VOj)2m2P!CtzB0z7|#%l?Wvv#V;V}2yQbV?MP{nXFFK7DY)yNy z@!9_yKGd`qAHNf%Zygya>l-}X?`O?w1-BWSPHw;_^M|1ok22$>^-QlLnPT|6W++!K zzwK>*cV7fWKrPAmc~RG)FHk9{yTlWq^$zH8BNwIJ{vjks(hj{Oy*Bhek*46G2`o@&uhcJFuN0 z=R6bVd|8|z5qR>u!=C(eH{S&LXo8AxqiAi6l(&05<&V)a&ciBt>DTNKjOqiDko=Un zu?6~$t8ZHMhgOwsRj*{qjoNnXj~NHvx*YcGPd0%+T1t4+F$ptfDsGTW_2d}4UxEYA zihKx>6N+G=iz2~>WK)~j#EHd&GiU!`4NrxWIQ%(k%?!=!l{d4SjV=0yi6ziM^XcQB z;@8-W27KCfS&Xj?T7FJg9MUyHW$p7A)v0jF&Oa;}L0*X9MNo#!wTVEkez7}#Gs9hH z`%#b@33H2ra^?H)Y3Ea%&Bd?Tu_|R>76W43xxl{Dy91UNC+YT^X1kt_+j@@c=q1&$ zc6oB<);ug$JU4WXn+L{hz>Gy5%`l4GzQJD5^T`NVQKxY^cK&NS7Ymy|j%NlIC^r{? zoSNBm<6%e~PbuT;IrIQtME}R@l#R;qctSbF;L^k3)Z?J(jH;*`*&i5L64>HcAUJQA z^>T2qs2{mhbMWAyOKjpn_o@+d8%3Hklz5S0aq;z!7Mf$8AvCTKr*FiR2@uiqRJ>n2 zBMAkTY|3Gfv!_hx&w15NtLYwAP*oB5bl@{+B@>n1#*il<9nk<1c@$vlnzVne8sCHP zFEUSO`GITUZSpGoklKB(N>fO4O7dW7?yDox>YnDHIFjN5`P9wtmV}Hu=1xiV2RD-s zYuwLO9UXRP=DMNk&~w?R=YCdF@KC~Gi6NMoTSuPh&J<0n}xrYky2B-`J6yJk8{)&b7o&MQCi<3`8n|1apRQlSRTeRmGO%guXvOA z@D0>WzR1z^W+)+l^M_**r^$4^&9Ag?4^QZ}(?K-F!DTz*ibc-1D2TNGOhA67!`JUb zu5Up}2iD3-?4-kjHF(^6q(_|W?8xVDF!XmrV!e?&QoJFT24(ljZd6G`hVx6aH>ydQ zDF<2NeCF$TUI5K-uCi+Kgu2x9xzwl~>d)yl^)=rH>x;}-P&eLUNDtL`^~d8xrLF%0 zq96}=-!Hi>W2x2Q(V`g>H{&x5RUIpDR98sHesWy{YA0VY?zhu}5N>Eakw& zF)7ADPZjeRaYpUIc+}@00p|k{r z&vrJ1YEjo)?#uf0-0So}k~g~|Vo5bzbywTe zzmwvfR&$(IQwuHhNnn`!0PS7D@f0a*jR(c3)F39^`9QU0($(w=x^urupF7h zl~NheZQ?pcH4ukf-yyeh(j!&|NjcTq*SK<=+C_3B2JI7aq63f*(M#q*m3mLbQM z>60G49?~fAI&frt*0)E)(L>)3x@rLFG|ELn(pb;|79J`gPuhc3*FL^Tr|MQo3G23C zL#zYVc6uIhIHw?84Wy%-t9|tahXa;MRrz%&m0#dl_@2`Ue%dUMItR z2U=x0ElzM5KV4~*?i^l$S4}h4DQnSrE72A1*m(<4S}{PAOym|2bkP=&&GV}@A>qLy z5pcpoxxY004W{e2$rS3tGpgawA%X1z{Y^gF+2t@DPN!{no8&ZAy20o$HA zAY%)x@-@@*6Z^~CN;_4u;#CzJDLL&MP9B|EY8!Q2G0bC@iPHG`zBzZsi;yf_wWez6 zko_%2+Mznw_g|M~Gt)`B&3>5{U!|-Id1_6Z8X#7OYHd`R9@4%2=mOa{c02sGlk~-7 zU+gg{lgW4Q^-}-1%GEvIT)LOmyr2WmqQX9*A*WqYZA4Kr+zj`O?tig3KFrvgMQVZ< zpA>Gf3)1kqN!YrLp3Z_in<*Fmvm|*IF^5=8NWllq#M~*DjL#G6s=ZxQj*j)fk6G@ z%Aqb%|A}7dz~|S>`PSSHeGg4T8pV~wC!8YhHT;RgrW1v|WH_`tSLlbF3QuPA#nUPj z*B9r!b+Z9Yi}58QQFh-pKCH^`ZopjGUxJYn*#sOYOkq}%!OE2~ zNM=!NSg9fmdurn;)0KFF%C+gNsw1K5o3u*;>_1qc31nRn)x_!P{_h z2tjlQk6K-z0l35DA{=OtK@W}V;XX`R0M)_o&M?0d)CE#QtE24VT}(pltaihNH> zne)0)+5h3{E2G+Mx^_z`&=zZP4aJMQTPg0vol@K#g405Q;>8JG+}*Vl4TRwC1PShL zCw<=cd%kndT9du5*_p|YJ9E$M*|V=b?~zZ2&`PyYdCEiVxOH)rrX_3Hmz6DYYB88w z_y(Fv9aaw`w#y#*&IrBBdMGY?x1T&(7$1bZ!@RY9g$#d^Z5Xa>-3kpYbg(5Sw(>o6 zDIFYQo-eMqgPPeKEa-@VRVc2F@Rg=oXNp|e^MsT2o$Iug_n!D1j+bUC#lH9NDN6R- zKzwI2t%6v`hv&`REA;|ir;e{W&VVyhk8Bt}5ibwd_x93v`#tlhx}=l0N&+>{+aoS= zUIk1je`2D=AX$6e8#FJ+!*<{)F-xV;O!^14ekf^*u7lE!hhNEvWV>&y@oBOj`mw?F zb4%i3JcM_r3XuEhJUbtaMWp3c1hx1)@K+cxXiAT{KPApwW=FP$y_ zGBHlZ2eA!4Ex$+#;za47c;!Y`PBxY7DaC@B@-G%x)3x)3u!&S$1iyP|kt+{l%VFzN zzvD5{zuqRk^=UrEHd}d_*(3So>Gw_6pBy&$u;obyA@f`j!S{cpy9qXPJdppqAvdtm zvzl+Tv_N_jB7m@$#&S2~$LB^DCa)p0=fuW!jWG|O-@)>Cme^3T9QqHWs6BK0vw78? zOhFWMp{U2wF~1C_Cikc0WDV(DzqE|O7D4pLo-04SB_*X})X5II^2=Qx;A6wWc+I9%8mT%LXJHsDH=)n8L)}q>^0E*8D=2+{<%* z;IXdFGQERYjx)zEl99<5%FGrhXQU#~FQ&p=1aOWNCc^Jyn=-i*G18T0h&cNVBEx96 z+{z-|Lz2)!))QiAIE3POl>QhO96a zPVg8-Oxu8Hl^Cawm&b$e+0K2WdA|y^5iY~so;=6nuN2BRxpwyMint~{!?DTSQKym~ zwJ2WUBtat}hsIV8A==r-ym-G};bk&b>yV;s%QFjd$3HraQ!ptOKqHd$8x~joQ2KSe z_lfMvo_(!x0#pLSC-hI-%yLP$Q0hzR&)8(uR@fb(eGb#@~R0XDo8yxE%7}fN8M&8nNoa4FvbD6O&(IHU+QZC?AB5;%9li(wWRI|V9z~)6`vQeb*D|V)p*l{M%uQSb%f#qM zk-@;eKSHKm8P%&$9fGk?@N};2CzX#x%gE>=MA*C4hTTSlFBUw8g6dPjN$qwq^+X#b z%Q`mH!E2qegxjLzT`8XGn<`FlQF>lK63c1XO`{v^5heu+YEHdHa+<%RU#!UA)cF0hd5R^*6djfY4^D==^p7BZE*V|}SCh53J9g|Dels;G(#G5z z*U0nQfg~ZwQVFK3uDv%J-!(cL!XikZ&FH}{T-AkA6dWiX!2muJ67c!BUvn^RX_7y3 zVsYlE4&#cM$QMD(QBl$zb;)#oop^CAOU;B)djcLD7oy}vPu17h@e;_MPJ`CzE;xnh zeGG-p|AjpamZB)mlr5L5fiuk|=Wq+aYmbMM?Ig!*@jea7-I4I0tOuIz=DZ38K}zLb ze%@ttxmHgQUSa>_2j98e`bo=vIn`APPt(%ybJu z75oH#PuWis@TW<`j(up?w$Y?Ktpp!U5$#WSbJ zgcv`ap&AY?!~Sz2Ud9d*WYcq)a|y7GY@>}Aw%}6i)k+B`PZFl|GO8Iv>MN*N+{}b@ zD#*9EG}0p?YjbqR6_dDY*`Fy}M0UQJcMJ{zYF$G47b9-IE&5vrJR+wnP~3i<6$)Lv zAC(DtsZUw2)?;XI?+=IZF+9_&yZD7&Cv$xo63#1jj&#~?<7o1*@aFDvs`fyFD~;an z@+qw1vGUfJlyAjr#t1XBhY8HDt9UEyX<#B+&FP0P^3f(;2Lx6Z5ngjVGaM@G2Q3PH zBb~7?wrgGajAL+O@~BKfCYk*8sd&b}cqcVOrxI)Vb26^`&lXAY&k8P2%-@jlZcy~IhL0xnPi@bs0NLfAJn;_+&Cf?a@0j-n! zHyVY%k#t_jP2V&MgKh4$=&g<#SqHjr^$8XsHwhjNY?;qup|8RC0kuHS8OKX3a8{G* zgctSTtPMMy^DU>^J$dQXAIj78xHa%)8oxpeZPtyF<5;57f>I@YXBe%;m8Juc2=d-j zfwjdWt6Wpd<9+8-E1I|Z1k0IFknhpAzI5Ftua)*E$mYlTL)gn}7>&M3?yQ^+YQ^*oHbxolBKn-CVb2 zQzC4WEzBsHtnu^GViz3p{TiJJ!&1@n3*xe1nxlXhY zIST8>EemL)8SR`$CWg(!38;-N-mi{LI&Z~~xTqSQ>j#wc4}@g-D)7qWJ%)*}Ecr?W z!Nzr>m>|Mnh|_87TpWGx_4WGRuI;vGOhqEl_w=W4nkMA*bWC8ebAjF@)578zX}t95 zYi?1|_{v%fk(~E6q*tK}z)rc-&1PTS!+x4xyKkHaZp&f}J zPgiy>P*2z8rZ1RjAbn)od3TCgIr$WSqi&b@2_-3$-Rd{R(zuB0Ie^epB~jgQ5kD(0sPLmiG#Q2AneAM6$Nt}uF}@8_}LjipzQMr7MHfGv!NlUL-jMxVjN zcN6NICd+EM0m9O=6cona=(T(d4e16AD?+0gjSqTtiWFA1)b--VrJGGxffYekA7w@LJ7UP>wx7~m0mHbS8>gb2>1+MbGOXC+H%Iv)H)E?SrWZL4 zl)LTEJ3B9RGNbFSf-$R%GTNjHnj>N!sWIyIq#zIjioG^A0fRgOy+Tb+AXg|@UGV8J zTj5+wMbO<}@m$8rVH;{WW13`wppeM{CLQp&Yz?qeBMNC|6FFq_5ebuQ3?^B^1#$2@ ze8-zAjyN9T&aP7OdSPr_hLBO&UYDSe6t@ju@)c9Td2?nyr6J_40{_Yghyw1TadR`% z0;a=I%HqZ^k}M@a#WP1R8cZoJqTn9M|4e3kDEo)?mJ~Q#4NVB)zKM3NJDk{%A{Cja zM+!Lfu2VDgqFbO4AAOK{>Gt&Y+0sQqzBD^`>jIbNiw{5%^P7}hdgGR}gs!{0D*Fk( z%L${$H*u4*{n9rQvYi^=rXFN;+-KC2<|NzyVYvITb#KT-eV|Pg?ek?UzUog=p-top zY*AdM;S+ER&^k{#)R1j$%3JD}B4sRwKu{XQq8GmQ0o!%MPW*Ftm&@>6Va7_{;~Lky z@y#}$0kfKuUA+RHtJmD`)5N!apO81w3<&4<8QI17bF(TXI=ib0&|^twff^$@27`&X z27#~kUX2FO6Xa_3)~TD(gWZ43Z@T7AZ2!la=O;E)1~$BCS#HFu)k>(P9=+(GO-Uwr zs!mahq1_fdmP~zvmN~FopBVIlDY>d!a*c#M#@5P|ic6b|jmwdP5B1S=H~m@O_(fN4 z?dvVW$cjStvzOA^;do00q^Y(X;RPy@CEudPR#7Kq~mr z)vWRbXZ^c*E+&1cW?L!DF<=XP0)2GgzJo>i+v@VO>0K_ic`Kt}NaADxgIHxWQhHW? zZoUG}kGr$fI90qlOI1c8g?!_JuV{sXE6Ij|c{pc;?Ru=`h}7QUzCNe}5*zB(y(;2H zS()viP;EK&b-z@m0Wm7W>hu=}fbMqI`}0?{%ECjHvv#U8w9TJ`ZBsG8!kwv!gX_SZ zi*ErbokBoOAz;MpCXNTFg92zQ@2hMuDRksH#6sDO*sLOGuy$o87Gxh>h<_TqpgH54 zWm7BeL82jCCZKjr5uVyZmfb}^A!;=ekvF8eHTLm~^8$I*b|FHk#Hlf(!N!%a+oSgl zO(U(x*6I3^-J*`SslFJm{rf6mW!sz|n$E4$(}bVBVf7{1P9}NwGTF%C+xSp{zFU-E zHB)QqBC!lzGPAtsvo%E1V@xu+EgantnuOxF!m_J>xEMoIIXcZDY`~t0Lg&mn%gi@t z`hE9F9Gy}S$G86yC^lC4`FDL(J6dUOdvEQhg zBApFo4OD27mmSI*(s3!lm9Unwq}0) znqh&tD^#X_I2|wBUAP$om^F}$B)nlymKx0r8oSw;KB|NR%It}46;>Kq<=@F{x&S}a z)8yF5Vih&KEMW<7as2u>)q_{NJ6DsBDFsZ=V+>fhg!l$5zch*;l_bd@+^8Cb)%#rDys+hdkYmm|njJ zoa9_{-n_H6mU()b4eQGpjEHBP&U-oUI+vL?CvPXUKf44$UgPy>>I!=!$X3rs{2lu= zvComyHIp@In|5e8=Zzq!XEC`+zKiQeXXpKmSW2g{^xKY4755(xs4x6h8EO%k34r3v zr`%q#_i5vW1V`h95Y-;C#7T>{8IUg)d-rKbT5yHyvJE+q1(e0vK0F!3o$Zxb0<0Rqi@9|ZP&zx4R!p}*{F zNik=7xSwm_smfCNR^`(Wg^l>rVN|0})kKH>AviE422{vPPadqmtOPBQE;36~;K$729V<0-1z# zY+C=uz5nUkrCxjZBjoAmE6Op0u=WUxHP-vKyB3GZ=u|Fl`?e`lO|OWMN2(+w3)M5+ zX#P$;y!;6%88ozV0J8WlqyFBloS)6|Vf@gr9y+B)yB4XLS;E$uQgDW|q`zAnOXql8y^w&;m;&2RG6G85#bYWQEQniOvJ>~C_&#K@ zwBzy3SFA7b_GN0A4oN?ZlkIEMS0>lz^ukc#;`Vvo)+~tS0Moz`0`pdT%Gry8Bi#IlSny1u)6lq<7Izc(RL%?{apM==4{hX_xO@ ztqgZZ6s?QChgW>1DmR-1BO#~Q|yVMnE-)c%A?x)gqDm0CR9$r{j zD8t6erT;qQWAFP8e)UaWN9DI!GcTMu3oK3zyIyPj3I@8zlbj3>;yPqa{rFSQ0hk$Z zjE!hcMNC`~%^a(J@!c?gjuZ-dIC0}hK|}>Hg<(9SAiXAkIlnt^*7?8zru5qN*74DH zZ*fRm84lvIYcPEX!T61TbRg+cq^zb{evixWQn&d{jEH<~}?8M`OV z?JE`4!TaJ&~cdqVka4We9G!j_%)cB4XQHWP>*NySsAzCPbZ4 zKh*9ZWT-)1oxB5iPyTjp4?H`iaM{EmRs_opi)%Whaa>@*Jn(5cq*^RJ9M2eQ` zJZgV7r#8pVRd6)RpBI0aN~SXY%)4ZQcaZj~XA5T`3l!MT{AKJZg;75QK!^-u*q;be z$z-@fTw=y&%~zt;rhW($C=ovpY&UiD>i>t=liJq}+GMyc1@z!?b>9^K1uxD_lDG+! zZcl{BrWCktH16f1lqRIc;s~=&`qo+@22Vj=v0m}b43U{69b4)ihLEgpy=$#zQE&s^ zTvt@78I0G6d}nr;g=-vmMleT$Oyw1EOu7^fUNVLhr0;$l=~0=C9lQ1_91A%S1WS{L zC);98F|RF@kFHUd+-_MFGLt7$2$R3>lwE6FU7!`7%5V1LkFF-{6u80>Jcn8hBJW3S zzm>?(9=_lFt@`JuircQsNrXd&T2oB0I`SL>O(jA+n>Ae*M8A%IO5_HUwP0j zliU`LSUl>P3<^^RblNHG3!o#_V3nrVzLChH!FB!V?H!sHj&l!>)HkRat+#86P}YIi z#XQJYFxZmcIx!Ex93zP5$b_lVn^oQu3p=GXA6fbgnK%Z14q|M&GfX05K2C8Y@E*eO zy+AM1Mmzde{She7by4vr2q-Lt*dT{RJ8Zqc{ZPWJX(KByR#}5@fLfIv#ubwGn#PVN8w|U|2 zZ=kWT*_CE%k7I4 zs{CfYX)@qC0-9c>1u=VZD;OnJPpz&?Mk|RZKPUELDWYSl7%tU6|LVPMz+|+S!WY7* z;l9O>;0iLoPb^iuZMYWwSPkQ8N@X#(vXRI&e6+I-0eVQQSz-v&ddxNeqQibaO^~V=nN=FYv2VOb_C0nbP>` z>?KEH+ip6jELe?64;fXl?X=A;KVrXi1H}tMD9AU{72nfk;e2#fA6T64PQTKli;rPm zcUC>9S3LZu9Mvl#%KwYac4smLwg)#JC^klfi>)ioImOdN90)aGXs|UaBt>W$^Fo$i{~M?e@0?Q|r#4LxH7S);G-6>i7koiGRu&8urgX zFFa1|Vh;XF6SsIY^Y2qB2)+{8{yW#PDi|uV1;24$4M~KJT}gF$-=P`6LTec}K*Cwt zh@Q{6!1j2D#J2`DtD=kE_E<3kPnF1^P`!|p@US?#bGzqO3?xSDvz-?G>bw7MizQ;i zHm()}WH#+qf9)z}0L#W%KsN8|Xyq;T+Qin0;@*)q^RY8{S&8G#bBe5SCV#HV<6<3w z-@WZ9m#t&Bg?YNHM%SYHClYpH%>k32Y&w0dZBE7~PxFg671W243kcYhSp0BVOWz_G zI0nmAgO1;QMBXR^Eh_$BWhVwc=6;{NAhi?S zyGH_LkWT*ZD3zJ}9@P}DFoP$FQ#x05whj?xNA9nB%#Cr)X#$FwWYG=p^>Q_Yrr=t+ zD)H7);#@1<&&+Nw!>W5mVQ%aOkB;Q+qD?vf8smL?nb)rvH7H!fPtmPZso3A!%gs zQm(8%@EY8G1@c9=C{q8*WPr@GM3LtB28cm8C=J|gcDqh)?HaK%dU2HWOG+4N9W$O! zz`^u=(-q+dca=-<_{XPCHVZ$9z_5b9 zrF@JOw29287E{*zHx`K4*)dPFl*8Vl5^f6iP_6Umu{1ad5x1y#>S`N+Ak3SH94q|V z0!=sNQc|jsM>4}l-*^Y6X(zv9 zn_q`UdIH7xJPQ>Pr_3GLLKe^)_~Z=jV){}D)6#m)um;^!wm7}w+gQU88TqUql-T%# z&CDrvb!D{(;}V0-+^u!|9O`z7w-oIuVs?tvO3Nl0nd%4S%Uje+EB-&YE01Z0wF*PV zOw@DF*D@^D)V4|df1r83mTs{oz;#gYiM-4po_5PCR!_DZPnZ;Bzg6sf5TVB$QmpQ4 zZb9PZtU>s2siB*wspX!iscSxUf3QVMFBYtBzNTSFxwdspOYA;?t1_ohEiT%us@zE z&W4w_K;_vK;Ol;LFAncFrlo(j%$m#0UqWyeZ@?sImgeZFDe6z|ONYf7GoF$Kqz4S( zG^qP-C)8G0cgG)`_u%}=5cakiw4W$Hq!NHyn)^6p_(gV)?9Zblw?Wu9j*k)Iz=YlZ zT9l@o0(5&+iPbf1B&K7RL&IZWmFih{6={eJ=OOr>6PBr{x{_LjBArS zER8A2+@e0-89v^ImS4p&<&CXUg4gUGWw3lG2o(6r_u2w(5Z86mUT#RmlHC6`qg&x) z_|T!gaNSktynCk^bw?90?AXbDau~DNcALMgduS)hdCf3&*bV3Dw63ANR-Cx^2-^S< z4q}J7fwqDBdfqe#6=Q+_S6}$6OPE;$zXpOMaEvXuSth8G3Tf~v)cQ+_c6@9 z*J;)}6e6!kt`I?zY1%c9E2WjgXIW{L)L(s7(ucA8^Txz>e*5d&lP@<;WnLcN%i}oH z3Edas8}8eq^qMo>sDC-5+qS=zyf?hoQzf4d-yPM`3Ek=|@oF5X*NzuzU4!bLeo{Hi z!Jnkvb>w{2rK;#a_s@SHwPRQp-nN)M%)urw#+>KrB*aLj_z}s6s>(O z#o0o>e+h%Xk4qDKwtQXe`00Q%W}#Tt;eHax#2BZq8k>GFM`0-$i(x~ZxV3*d`WTrI zzOfi@9Hf%1wzGK6V$aTXeolX01sY2BH8L zr3YZQn)!C%A4qIp_VKY6aFT-hVD9g0y9{`cWydC% zUkCg}1ypbyJ-@>^VcWOCvBH_LALX$Adukgat{TVZpCYJF-LeHXjH3??Q$}l7IMvdK z>voe^TVnH#xz=0)iUd;6Fai802x-kb~agje>Az9kgQbro6FVDtjO3-7>lK*D$FJ= zBd+>{pL+o4GUY}_GAUisiqpOE^+W|ci>Mxq5uL4n8ZqHSGoP1?pwm0N?3j!nb{4@m zop84LRJ_PQlol-!A)vU`6-2d{)l&6v&HZuycAs6ERD5?_mPcjnlE0{=u^@in)8UCg zhNOcMeQZpmK?hH!B-DE!u^hm>2OIn12N25vip0FsSbplFVv>>y%8VP1K$JW-aP!rh zl1UO3LQ4yk+ebxjO`E8~h%P%Jw&BB$aFBI#Z12 z!XHo4AOnA%jOS3y%+t~xJa!uGRG5Zdl#Gvhzf7eCBIjCB`p41}E4CDbX;z|KJmpqL z2#NT1H>sy2<1^tFF;Y}CX(Kq#v?aBrwAG(eQb!VVNoOlrn3bi5=;i2ArEbFmI2bM< zOiI9)*14ySkH z`JO7zd7F07PmkEA z+=YD$4aBYHdl1XhINBf2S&g+c6A-p9|x(tu8WiNvl>?Ww%;j3-Up%ZNjxRXKHN=;t5J zB%ugu5%_f13ORrA=KB>8cJV0l)TFwh;!8HRgG?l&U0J2=${o z)6;kJvK(iZ9?PVF+(hOLDe2tUAG`+?DrH$Z3VYkauaN=zsE)!Cxf}rNv6BJm7)x}P z)J<5U{e6Y)g|T_`3K#6Ii$pi!WWnn(WK#)Ka3mMAHpQkg-kBb@eDO;f+jr`1jMm7H zKnBr|>JF0B^E?A%Pa?9O`h@Ac|O$d9L6GV2NKVly*{LvQ2@Rmw@ zho(<#;-Hf?R$ItDVS-REtRn+{GgtEJeCaJ+72kt@QStJeMq!oRzGR0WMf>vz;I3Pz zW1?4`be%d!yMNLuBH8U1>tWoRL3pV`SB`c!Su23m0MoR{JZf1DF9bYaAqL#bs1n!psoIps&t@v*Ld1p`Q6g`1zrM8+Q%6S1RV35+Om93%ffC8t za#MdbLNBKY!HsylyPF~-9+YsSk|?HcpC_Ar=Wct3OB{GHmMRwei@C1~lKV47ggDBI z4;BS-zHfpAT3kz-vE!xH*hA+ZZ^~F?%vSk@HHCAmpcy|DGiAO!yt&{o0O#>`Q;PfJ ziN6MCvuV0g>(Mgizh(KM+-josqMCVOD-N3#hHC~E?#o5(uN^Q!XCXiHxSu}a=~v=B zahySSj$Z^AR*r?}D%Q_{Q#y9w2IaY-eJp_C?i1L2UehZb?i{j>pIp2q)%7fH&NKuw z8`)IE)0k&o7z)TLx5V_3NOif?^xky2<{j@vKGxRZobQ;PwN||D`>|$FqY9&P)_@NVyW9^iD9#icExyNsmH$%=EJQU z`2{3H$>GD9I+}k3e5kS!D=YbGTqYC%Y}d zhAn?yq1cUXy!#z(kC$h0)StCZz(crCycs@k>Ur>WuJb0PhR@4Hz{mX1PwtOM zSo-kEIuX7~PI)C4k?)gHH}dqmExEO82JK zLL=nf6Rp5GF{_C3gIm%HYX$hmBV@w?q;}|2O4SkVsr*q?kB63$FB~Z1yg>)75rx{+ zs)yCBMnM;2@FR=e(2SpFvHu+L33$q&n^)aQMcmj~jdjzT^y<8)4Ck8A?adP2zVD~b znK;B7aV{UbZ2qbnu?TbnR~d8WZ=91unZ0=+)q8;Z-U>HtYvDN7*Q(L3PU+n+GO}$_ z?Ta(2rICo2nMMM;U+zRk6I0dR4oCV+*HP!p5s&Sc%})80Y#59!yXRiN7C)5rl&tKW z^ztg&o_UVi^Me4VTVWm5#%1$L2H6{#r}+C#u0xDPUsPnPwAZ~(Zz@@wL4yCc%flVr z8R3|drJuPvH_3KS64e1&Uy|6|pB!J?@=_m(bNv9KY}=;7C}{T0-86G*%x8YcaIO<- z4yu{>D$hs>PqwcaeWnIr@CS$A6lSK!+h<3RT{=>ZBYS{)2_j0Jcw;`ffL9P>jyNyy z`_+{Q@s@$#Eyl^losHivEl+kLbF?|C@8(Z)DBRd59^NtxX0>bz^*l$Zt6#%DC8}5- zOADjzt7n4e+^(gz1eB5V`HpQYddiqseLZJi7=f@1LE2tdHaI)q~^b3iM~ z7c(5jM*+>Zr6G85<0hg3&}9aA+^eiG(b75e>3KAuojyfpHE6bSyEf@>+vhj5yDxiu ztRc18c0+1!oycI)H{f98jaW$Q9UflavTz>y<7fmJ>JxtZ^qA-KJ0m&)Hoj_t*Kl4@ zrFiQ$2Dr=o5#xn656Ox5Oz|XMCJgyDQfArpjQk7>sy|MC22kEa<}eq%6v4eqBfA4Y zw$YpmiIzPnmlzgigIDN6s3X#W6)Zk)HMXu(il?h?nbh z??|YUhj6+bJ~mLKYlA*poFJ>>cZpK~$RGW%(8TIY+5n zg-(^$HdT_aR9MjccH516}wCO z;K#b~UWRQVft1BgM!wW*%URE3T!tOVRoz{Iunpi{K*8jza(%dd0AmS&QkIrQC2>H} zXHb%E9TzevQX2GLN~oH-OHiz5RUNTDtFuDQA4mlszx$R&8Uc?-OerN zK1Y-cONe~RbbuxBK~(V1YLvKV%k~8B3K!5h<+2+USVXqh?d30$m~Jn{QBfEdCh)k; z{S0%OVMjDx+d)j{%6c}?ld5i1*d9iCOWbx8m&oiZbY4CGvUc@nG=p25hjtDir+mbZ zQT_3wY6@owfMDPOE(P=0ReNqPSzN5FEB`y|NW&FL{;h&|RxRDRS=<@(M?&q@VgP7C z|8Vs+jx8wtPmJ-&&FuTuta5m5FIC%m?m$uc1oxYnkLxQB3XLf5q-VHaFTmmACgpMP z_#)qM^<@r~$ZIRR1R&%iGh^q8F7}GUxn)9UkmWdaF3Ok`R{C1*(2HoJA0b2meb=N@ zR#+s9Z`D|-i)cptjH|N4Nf%hxEUp^xCI#O0&MYjkhYl#X@5^x{nNNR(%GjETxIVx+$+;pd!U=*G>#1)fDa@JU_R&%nX07kz)v# zG1=Ko_*6?jT3VuBvN$!h@;r;GX;$_E3tA{`M<*&}52}5!~pFe?fS}vB*vs&g5zP};<_$# zt|MQN%l`d$VWN)!3`)!Sk9BbpKQ0}b(Ha*e!ZJSaxoa|o&@L{yVAFc^8JiUTwR6_) zjg5R|4B|px>h4LZVCx1eYAb)i(;meOIC06P0zG8HSM+R#lhx zqi`*sZ9#a9l>QboBs$UHt)Ci_7lJ^9;UN#U@=m7LAlZxLE_1P@&8ctS*x zpsC)w5>{UeQ?6I3+0 z5~YCAPm2n}333iw3+nC)>PARJ(a4QK=F@v)n34s9E#_&{*Lg^@NlHYDNvyo>A@W{k z)A8WIT&Sva2_gy-kL=phZ*Et*;}iAxjP&vi8($OUlJ7<-q!7n`_tKXesbJ~WXZdw& zi*i%P1~AX$L3=$*X=3Zr!rG^{sac~1^@E4-Wat|~%w-$it| z2D^2?oAtIzpxL83s1$cO(FGBABUnAOyqnY5vR_`IvGc$sj~S{LF~GBH`8nw!S?bArF5q7{7NF}bi@`}T!%Mhg=4x9MV5_!1@^z427rLtp+5Iao zISFdL36{bT8RvRK%WB-R{D0wH&4+nEt3=x$+z)IsWAj6Jk3LNz_AThdQld9nhw3{fV9Q2 zChK8=R>bm0sU&ir5b$K$uWm7_g)?e_GYU0V`Mvsnvi#!*(D_atizJi4cPmF(u8T&G zoPs42Uy0NOUCFe63IhCF{?#DBze)u7SHG|`rO%V|mDdG87QN<=edS{(&o_6ZJ9#vW z;`t!@8_yeUMo3`gC*7(%VE@V;r?EsOEM>l^CWtQ&^n+Av&7B*mmMIg?m)D#@8%#=& z4v)fp2;t_MAO1L4;vBb}vgMI9X|Xk-C4S8$RnnKJb3US2^26v5Z-;DA(xq<^ZZ1ta z)|ryPF3c@CbGO3$E~!<`{&<(O&0cQqgzmw;{fQf@#rYru-rzS+GLe&5RO;G_z4y4C zoK_Oe#uESxSCCFFwymIDudt;oqs!I`mzf=Un3npYes|Cd9OFO80d|u-!h?#qSEFn! z)(S$Nq9|02e>aX0PS zazedohq$@nlwhVMR_^rBjMG|m9Ng+5j#!}yzD;2~ud}2M5^XC*FI`xjl-4$Tzrdz0=tPNM!N%@Su{3EEq4`P{y1|E{H9g=sWAo{!$i3ph8)yX64Z}| z>O6raEXw}rDzBD)E%UpVBt5o=P*R7-S)S0%{nx7)vYmTB;cyho^+yoOQx}qNQf0t2 z9oA~CXMZUEB8Gn2i!mnD=d-#^BZ_LYui(W}leZJ?4wE7ejTX|+goYG*#{!tJG|C3Y zSy*pjv*Do$dndqJqO6?@3bGk=E$#KS5-}`C9N2X$^-A<6clhm(CIY3$>?8r@Dt%G}zl;*;ZoB;h0J70+R@G|%Jg&^jF1${gR1Ve1?-Eipb z1^*=V=la8~U%i}JUj*_>3+zYlwG}2e{LbE)Y@koB^dJKN-}ZYwaiI!;FV0!*(W5Jd zdR)Jr$qkUug2L#|6>}oxf0Sk@%=^zU&0m?68~d`p{LxhEvmNqmRkY_8-WfN3Oz75Ew*E&vH z(m8PA))aanIJ->K;@~Q)g|=Ag=@z59Enrr)F!Rk3g8Mw?z|r2%6zcO3V(WsRX4u#V z=^w-UIMg$PRd~CeNG+n5?3s(Q1~9{kDXNUJ7B*AP5I~BAK9kmdmMiqN%Vd&RBtDmG zbd=o6NzVHiP6wbdlDrbfw}NAFyAd!!{;`IGpzjd}MA=;Ot8ugMjA#z=a`hvXIsTY@ zCtVbC5>&rIu@#$drZ`xR@i>$by2{PC8#{cky7I5{5lb~Q3gTodPk8i+tb41-)1+`y zHE>r0_0!$v_`dokMpX8G=T#$rhJHGfMY+-DV0qom!MR1#76G-&|7r#00tMtM)mL^V zfkGD<%6^UNE1LobCHnN#+Ap5y9vOhzn=1K#R!}PREfx42$RqV-E_oz7Yr&Lvkb<`;K`4QQMe%H9bN)+};xj*SCg6IAUTw0$aqFFTX$HS;nLEWaqC?{Q||aoJQ%1&R?PZg{!a)Qz!k+yVf9-cbq5g z`5{1o?uw8jU{seOw2A?+xQTJ(5~6g1fV{okt?6rq&;eRc8CK^`Y=l*|!#%$fWbqq0 z-LcHCL}xXnBrM*_(UUdzKm|)oMA>WD@g_R_EvODFI5Rlwd(nV7ScNVpJE`rH*XL3io9%G(t!%q&~PH3 z^t+?X)k~+O<^aKzRSUXC*b1B~rk-I15OT!s*LmH{E`MSrTwz^PPnzEMsctY!gzK2@C-IfF=bFS4?)UGgg^Mp4 zN~(*B`r^EsIu@@cNdl_no|H#2)0=%q3VyZU$R0sLhY*<)^H0c@&dQB zGZHhrJ*OG@LwoqS#Bj4fSv~xPX74i7j)lOkL8V1ZmT^J-SSPc$jIforO1w@rRC1Zd zVb_+dyJJBh8MHM{>I(?UO826?`I5hM_53?c!KMj z&l#-hwH`>qOl)w{?|wnqj&IH}|8$6t^1Zx6{j&0IpY+8)%FDmX*}uvzOgU-VCBp=9 z`giabFEYMX;l63O{9>E6Rt|Pg{4iQk7$0XTu~o_zNFZ$0HStScwx(1futCtOwEM3J z`YX6#6|qfQe0KibTYOgjL0ifFY+;wFli6~Ze?=4-cNVoKyJyFx$P)l%`(ZLoncuZ| z&|@t%i)1kU?)o?R84qD#sgh!jLmd&tuTHUvYKgD(Yxx-)JQ6_yZ*Wn->yByQ8*F*k zVX%w-oLM{4HpmEF6lq&PT}s78RCR*za8^zcuxUX@j|$Qg{?ZG9q2fJr{3C;+B0W6* z)!@qgv~1$idvDarfq0)KsNK4XFNXXDU-uHbejD@nuYY9fklDWMAM4C7<+?9doPM(KG&V9GwKURt3nW; z`=HyxAO?^R`SAix_^I8@i?myw!>}`f7m9F!-}(#>_hc5d>#k05V^@nC*aTvRhl8Rz z)}12HI<}EYbMxT4j0~xAS<3S{4JBqG;Ha=m8onG;Ng4VBnsPlM{q@KWeUoe{-;pGu zo~54d<4NO877iUp-x%E3!8*S;n=doqnsm{jJ*t>|mo$R9q28R_p-?5X(U#_}tq`;T zyVDdYOb6vCL$C?3=4F_(gJ2o-e0p-V`B`<#E;vxiOLD*0pY?;;`e3EssdcSWd2CAU z&0^VCq73r;F}>olS(gF4^q}0XSKiUyU7(hYYv{Yot!hAbFMH?Uv+J30Umu&uqSE{Jhd$u4+ zZhDUUb>+wt%j92nLY>zkBjiuF1Ur3ie+2ay){2#pQ5OlCV05dyU@(Lck!^t;R4QO8 zb`CDO!8}{w<`ENL3s#5EU%c%D5?Cg$o&UiZN|EuPGmKFrPEy8n#5B~ClD zvb%|du^C-V&tzVjZ&|jlC!%I^o1CetY~eaMBE0CJX_DISZi+(xhp)GQieqX1KyO0A zCJ@*JTbu-fyE_CA7Tlc>G+1yCA?P9@xVw9Bhv2rj!vc#e4vRZ)$-VdczW;mYymOkG zs$W-E*9_gW)73NGA*|HZrN?PiMmOYlvu%v~X#r;n9oKp7x8uDn%|QoehISq-O@jCf zq%UlN0kwdRdB66(M`ZFS@XMesE<$5_y}b;&`ggpN)2Ad$3fxr^Fz7P}mQs4Y-H;=r zV!yMsJdA6L4)3}2G_KwMu(2bTiVeIoag&rMSDpu`JtiZp1cNn$di5W=MjFT84cM}} z|GE`>n#=}F@BF>jjqVlsl1dSY7g|nsbG7zHiDka$28zCoB`)dR~8D zgKE8+ZcSVh=2!E|SaGA76Fq!urogV}74K5(1=U@>Z?UMz4nO?rgmFE5ApI1z{DpQY z(^%g9WIv;>FC=@qpHa_OzxOxDy#->-C5Ie(`N+<)7>?2fHwFi;L^$>aJldgmkl3`{ zf^jPXCCwZVKX?jPx>LoecN7%@sJg2!JdG_cgA2N-b7RxuwY~opz9?{6)JoZ?Yz(uh zN#L{-HV{#-HL468eE4L{d`?8I8;Z@O*9ZVp?R`P{=G|b4*eYDlD`I0cgE+5}AQ?Yv-$`Kafu z`1w+#q6^R!ONOKKAAyZeU~K%*3@@GOgJi9ecJy5WYDh7o>F%11fi3sqU=}pUGTLFa zyZ_>92DbCjPz3O{A=r>=l3*3m0>?X*R_d9!6BJvLJ|bX8?+a8 zZU9|-Fv0B8Z%V=`mm)|3zdcI_4yhI z9U(mb!Sev_{3@wi;G@veweSoF6)Pn5l{rQKT?!+`^5y%wN!o?6TE1(Bmp*ueH6I#j zWChV(xTL=g1WFa^0ANfB!|JG=4u$k)^gkPah43(c7=4xa#0*f5PI1y`{_%%DKR-%) z1}Zo8{!A1G6SnP(`vTPMXSb!Etnhog@7@|DgZupsW4gH~gLR3_C%SbTUp^CAETy6H zd&Vb{5i=WOHK%u7M9U&KKxi;hIRFT@ZV*VrB3yOpwG)`mLG*KX^oaWwTXRb_K6g(t8j>n@4|RzWKq7HifvR( zFHNb@h_Hjokh?E)AgN$UDb)UuXC0 zPh=!a<$HLjc$2v9YYG_Bq@D|?R*n#B3`7k+!6{o>Fv|HQHqXQmOSgP3WC zA9Z@N;b^1L7VMe#Ou1I@8&2#hI)u)Exfy6-_Nj|=J2!osaYeJdAa3KB#foRkBSCe} zrFum-3a~YVzt?ZT<8wlKMO^S{L9YCP=h`D=@a_`;K0d2o*DL}n_%sPIX8{{#)m?!Q z5j)Lm5k8=Ko)2du12P`VpD2F_kyK676MHgB+fhW=z(imYj#+@ z$gkAFdHE`CXI7FQ@%@HR`G$;xd3auMld>kXH&C-{wqNxZ>)ouic)A0G>ffaHXFLIS zFH=&sBu#C>i*t`KU*RG**ya8jrR8T4w2x}XW~FGyUQ7yQG!)f{!>6Y?&K>j!x!AX+ z8ecn86(v>--&|Cc`&8-cid=_#sN>}Mh$<5yA2QxFhSQA6w{6bJ;YxB+;8?b&tZN=2 z3**~Nn2EXvA$A0N(=_j6E^5yh3dd?%%k+rNG~#Hvm{mUO=g#!1Grw+WVT#(QjoRS; zLy^qiyvv8gvb844#Z#xaj<`YBC5Y?N-&9Ux>4V17-?T}tQ2IS=&rOxgD|!coo!y=P z-^9+&mu2-nbQPV?$Bo^G7aJhF>*NeV54VQDwcU6~eov`=laK&(&JBwSE+$GoO+u+S+SE&zRfdviBDP_x!wqn{^uzyeJydtJJL5L%-q z6>-GUGi`d_6SF@b#VlSlcU?{J()~KJ=9!4AGlqA{b;s4U7t2Yumn7MN-zNmL8HLc3 z8(80duH6vifnCva>Ba6>F0|X2r|8$1-hL;iaMQK7A5)r_f@;qD<=_lOGV8@`l0S0C=?wEc9inu#2xmC*TK7%8@@S*c+}6m?rE*WpUkywSRi zb5O5~L910>QKwt5^w%k|qsO($`CX#=0BWzO(<8woQh*!U=o>tZC3PIYEBh338*pcH zu&cSLu2Yhh92WDrNfEWru~4o?2RWF(U->t3!L|ez|eX@$CPyRexB%2NcQfJt#zBs`Tf&k@}2T#)msz9-3>GMxnE393;~D_n?5^ zlqvtXR^nKS^}{I^O(6MhrK9Gr%n)v^hAV>w>^T07Tcf5%V^EbVS0(2W(-<;rAL`eM zGPHO)OzsdTp*~$m<)Z0Gv*8KT=e^R%`=za6gRoRkt(+qb_sXrOy1Ogu6h1y4y;-<# zb6F6mnh~m+LDJCQ>r&6>Ki0K9UU-fP`v4Ph%p7-d_d`e_cLdmrp4&sY8hW`|15Zm6 zsS;rbTPk$?#bmTSpPB3JPFAs9v=H2SKiV{WptFzG?E9;9B6a5wW*cX6B<1dq5u8Wy_WcDNb$rrHH^RGQe zfRni`sum1UK(-PeUpmg#*UZPP$WYH$-}yZxn-^FH3)2VDQAK zHe?Gedp`a^p!fOUNhH=Pwzv$#e&OzodsylR5lPW4M>h7r#=FF6gVif5eV?$MGW%Q3 z($81zp_{vJxXK1I)?E%b{eKA%OSBa;+Dr%)`9)@1xmchwX)!oNQV>g`xzVEm^ zaIwkdF;0ZK;5qL(u|y3s?9S~3x#FjSrUZ~&bSVZyH(ai`^j3DoB1@B@@ay)$Xv=b1 z1^l_vbKM@Sy;r~U{(>#EUwz1ETGuwH?CKQ0Ra|Ra>s7*@?uh0NI1Vinfe}X6hD!-Z zzL^VhX2FenWrE5(xgI{Jn$2`JXRlPairOh zrmdJ4*fF&175Q5+<=uGF>SEukcbtlhB7lBZB>|wqaDy;|C>#AP!_V)_i<07;jx%la zCx*ZcZd%;TI~x*b%N2ikp~#JX%0Q>a-wMgWM7%Bz;ZmLLm^B%g z`io5`8*D+fT{GLu1`COEb&iGK8wov>K9(I|4>t4~IY?KFx?&8)7x`BXdZ4#xyB5G) zV-K1!s9})4S9iZyFSSa)NH%#9K!4hT(lz**t<2iwv)oS)l^@x9^%yWt;gqU7%f9hea zZZ-^Nd7+*V#n?%qd}9Y}(QsCA(;Tk_k>emtKMEo7Y_1?ZOqK&T%xoB-1euE{B@modk{KDR-yd1 zN!?v9Mqi_PT5Zco%|mbUU$#r0-TFrdGU{#zkYZox;|sz(v#p!|Sl=%1DnuBr^;O>% zTSJCZX4<#d`E?Oj!)yIS>1pa>_jG#f^WPOa{sN^X@^J!Ic1pMVD{%+vd27qcTe@`3 zxFv(by|i4xnER9$4Q`V*`s=ZHha6EkO!@}JW1ymiFtm-6xUUaTd|RHt24E%6he z@ju|s19)E{b&_^3HZVw*;}c-8ZLF*(R|uANVl82!n(XT2e_}g9A7|>NG$H;JL4_cJ zbm7D{C~^rqv>+c*MHt4HlamI({aMYBW3A9zuI@a% zl2h%60mNHK8K zldSR?5w2~`AQ<7#d$%ipdiDiUb{ksu+zggx5%dJM^kVy*V^E^E+pK$8u zjq~sjq<)r{n;&j^zOb8`l;Tk7VB-vV00p@nIICOplZF)LI0s$2ogp)KUYKM2yibIk z;7xT7$3BM_WZ3BJ&kp2+Pl8wuFX~1vlWYs^#x(~}J8h+dH!?Y`%d?+o0^%rm@2&Sf zV2)niB}nc z)GF>jF77q$i>8(DSdn$#W?0RUmEP-9N-{rm&o7o@&{mbMa6^eZOUb3Jgi&@u4@jzK zT^r%3?VCF(vX;HgCc&ZtGx-pzEEoKwDskJ{@foRBn>%X^7_|c`h;jUhZYuvz7P3(8{l8p`ETgSYMYS@oA;5 zUr1OUiWBr?;SAqPU$bLL1ltgJ9WO{u37LIGBdu;WmuXh0qS&_W_HnK!&|emSHoS|g z^U1ReOWvKkH$kvt@vfJl>4D@aDnvYOtiuu|MXOxi7D{EhzqL%oCc;QX8IELMfGNzS zMVj|V6NiD?rN-N>sam4QEsk0H+?$>z{Kd?!g`vE3uoPc-4v0weh8N!6rWY*TiY4zK ze}eHpZMa@sJlOZn!`cNGA58DNKe|-dPV)}5$qXMEUyI`*fq#Ns#Py`HxhO?&uaX>c zMV;R;OM888d!|2g=hvgqs`BXDd8gHj4d*bNc^>tz2cAC53kMIc5%I@;r`#z*Tn3${ zO$gsY-Txxb%BvshF~ma9E_3`OJG3Fk+6%f%LZs0#z5v>hvie}3ACN27w>RIJAUxh~ zWMTDT;|ag>q8gqmniF%()<1%& ze6}?OGtZ6oAg|_?(0DmdMD6xI!{tsO;mxZ{kGH?9nE~=%sjr2AprOz65+2vOi|}nB zvw7&`a)DAj5mKjdSia0|s9OVQrc%-+=P4}w`5Nogwa5^~TThNf>#6b*^P(oIM}N(* z$^5`g`qp0I>?z~|03q4kH*^71zG61<5~3%SOE8!aCV3&q%Tf8tr}BsC^1Aa&vJxSq z&cOVh#DKVj&+ol(cwBdFNri7sGj0+}oQPG+1R*P!m@am8etp_$cNi^SACV?az)=`l znk)I--onPay6lk?`r@9R^|x!&c(X#8WyKoMx95>-gtu@iY120Fd(NZN-fnWt_++PEt$j=ahQy7;rl)X zrhAba_IGIM@FlX8)=Kakkghr=C_;TvrO->E@J!s(IffsEU!U*%F8Jc}$l26}y{!%D zanwYsy6B*4-U$fHb@~+f3TB(alfcXCFVMC-o8pxF8*W%ycOoIZJNlc$DSg#;+hWF} zBKKR$Zm`B}+hrHt%hrmb-UH>^Ip~wr+KctwuB=R7UzfL%poQU{q(dL_=?EV)uXI$e z_=~`v+8)$8GS|kgl4%k0$;%c-o7!F;+i0m-aAb&nD_U}=us}=JkFN%5Wc8s4>k66y z?hu7yd%+f(-=n+#|xc$!hQJ6-SSb#F;CU!<{aU$=U1`%HRJwZI-R zE!%g^H2Yu?N~krWd3=JxfCg3_))<u*cXV*u|T>N*ViSB)8n)wZ1i# zxYfRFibQTn30UotN{+SuMN-d8d-2onjyL7+MIwo9?*`7C1jvP~jC0Mn<^u7p z$N>|>nZ2w#wM){Wm2Y2nH&U^IyUrkq@w4z*m?ss7YxGM`^&jN0h3p7&7(MAS2B}7q zDdN|ZSBznJbBh91&xB4Jxwqal4s@4HwGzjE$|W&3eRp0{aw#tp3P@<_ay_qMXN+~R zO$weTxW{?zAsA4f|90c&&)&_ts->iQUXh#Bk|ta4jjR}u#5?)UR{Sz402XsH*|D2J zPv5J1ki=)Q&Vvv=HTxqFB*yTgzok(RT67l*g5X9%FS%pfEFK$itt-kP5Nc=iga~iL z+B2vUzr%RVZC;_vmjgEq<)ceY@tVWCo6Td+YEP`IDdLE(#MMZ#?y}mZa`L%A9@)s- zLkh{nYo}y)9o|ngFXc+rIuC3N^Q56nAp%4%TfK5)Y-)lWWG%~q#ac+Vn&ZMYF zTSpMtD#->zVK*(8Wif(BR&A}`g33Hcx78!|BevknA~FiWA$J1!>-CivuEZBaDOCG; z+$PPmCp9Apb!ns6X6>tO%P*?Z$|N8XY+%>mx|^#~N?wNb9QnNY*62GLx0VS5pU4ZY z%-i&(%oxNQNa%6K(8`NCvI`;%?CEi$U#U3m+M9B^!<&)EzeX%zq!4g&Ew62V6Qcw9 z-KSuwp~gXjssfsw{8m&BHA+t(LFJKMq;KvcYi;L1d(-5IXrNi!Y1@)HJHo+TY)T}f zL(~ig4<+RVq9a{h5$JVGJkA~*XQPJUnE_8z7RL2q$-`#@Bt(qV-)@ar#uo3+&)@mn zdafP)wHilx*OuTg2PJ{borDF*8@vHKxl?q@zruS-7J1BJV0O}3rvgh&DgxlGzFsZw z6bT-$+B=XU;ceZaOeOFR#Kzu;n|gnq30*?h1IW9X4%_nB@AEcs2ABHfj?TO#&Eq!K zWdl>fG}cn{E_kx2yJN86(jNF4Y&Iqf4E9-_7GsjUaqpDB!5x@)#|j=kQ8cb%`AmMG+`?$y8+?V=}u(na#Jgw zHt_29R_gwxS@&!lfAXVg6rZf2&fzT#Er35JIx-~A?!G3#;COU{2^WEkCsTh)jpcnc zeBPM5(0)0V>+#}v`s;?=y+JD}dqJE*E9%wGG>X<)rFRhfDzUq8GP|cH{LqUv!U_4G z4HM-?PcggX%aVdDisl7-@VI=zbinKan; zjEytf8#j?Is!%jxCLgaz3w*HcZFq0~vQ^a2HF=Z*ZkaLODVR*p%k5wjU9Ytv-ZW7E z_AF)oIGNv=x7xEp3*MF@dy^pTNfoj;r6L{rlrb#~YwC4NLe3e@v*qoknxzg->-H_ndk$&Y+dAvD z#387r*Q>NLPSbm@8#@#1HAIu)`PPh2u@{v_Cd(t(5Avfg> ziv(=@;3%9!ug)cf5AQx)CrW6&!)+!z@ka0^(K}Nn5k9msp5G-#Bt)#u_VzEXCEf zu4KMRB+lGwk54+Zgx&Cut`KqU$n)0l&7?{(Kv%suW=N%{y{GkWzVY|$dr>8q2UPj5 zKda@rd#q5gF>RUVHO}21F*!wnck|sEW9$oCjh=W@pR0pS)h!4@B+y_ca?gXZWUk?N zJCo9xshSzKm(nr*T^(HmJ-8^CKe(ea5hcy#71jcSUX&xZ1Yg#e3O5l)2K!d4K@myF zjYK86usJC3LyO`XKtG_?^<5-cJcg;nU8Ytf*@W^7nMV@d%m29l)y8$D_$ekK&c}q) zTw)!PXmVjYH9y5QW;BVr-zgudCA#s{hv_DAF z9Qpl3Y%KgB7d}Ld*w^|?!h56?HKW&ngZ{{mt0oTja$j|=Q8x16gG5Us&V!Jampvj( zbF^5{>k>!qgUz0W6_fgnd`U0FQ@&u=&lJ~vnFVw?8IJ{w$Ye#qR zu3_m1PTpjsmjU}Dbx3)=TT$oT4NC%R(1W>oZ6TpGLvG+YVPFtH{M~ua{&4hQvucNS zT(h0tnaq|Yt39PXxBU;zsCQ@{Luq+|ElTL;(%qMm!f(=qSDs;#Ok9I8X}=A3#R)H- zchAUVc?%yJxUPkXM0pEuQh|$?fZJ!rFG+`3*70M-R${sjWwHWzl|Wvr`4CN`J?y~=2F#` z3_?YIuYN0*0BkJF%|%%Ls9{=ipmHYq5$>IPCWdavTQ(~$5G zF;hdLRHJ)6dV>?<uunJzd4cIFpcL!cD@z82E;F*AuuUgZVuU|aBL-9tg4vjdZn{~=Qdj+tQ&-bXLhT^F_rJC1OB@a}pv((>#)X1= zyqLwf8Fmo2tK_ja$qvgh$YAqpRwv3c;$tNqGocsorcXAazuUcpDeXCovZ4HHpM3Ds zw}2=dw@P1gh0#V%0v{#b(YzZcLpA4f`jl6?I~9}C@Jkr2?L6?&g^k{90X@IdCm)>D zEno-xKN(VwF78@bNZ+C_GsP{@n}8ud`k&`QX3ZR-L&u z`m5z1dmq9UODe9j{_^y}|9UVnbE_1cFC2>HWVLG(wpdWn$myKdy+1XRLfEMD(ZzE2 zj^?i=GSp>$PUqTgAs{5@?_v*rTs5n-y6l_}t#vo&FP&$4FUekcF>jqe2tU1-z(@gg z`P}#~Z|0|e4*ae5?5+09mKV+0E9XB0mgH;~KG-hE5_&VccX*5vL1m$b&hD$G?yKO9 zzi#x=+72WZ8xqv&;v9GMCrXmE{E=z?5A|UEt2OTN;Xi_OwG9=n4K?n*#AE|VZAV}E zLHF;x|4@%n0;nwH&{=)ORDDH+U#qTp;|wpjfD!lW68O;tN|A`g#gJ-mGd@zJYdOQt zxYSMn==F_FBvH_k3M%xViOg`dUMb8`>lMf^iqT*sH19quE@Vyz_6L}r4H_^!*y;* za6msAnJ`aXFX8S`Nxsf?G@26Oh0|2N=e!eThCZoqD`j08Ltx7ATNVmhc2)XYTXD6F4FG>*?r4}AgqRDmN<6x<%27yf$Fe4sMjQIi+ znd?tit59uv%d!LqC=*%q>MRd;IwO#;t4?PP`IL^6iel}EXtTL&i?-n$e1ZI6z^H-$ z-^6ZomF~Cs6F;UXPa|BnY@l3S!B+3%$#qGku#rU>iq)lf2L2(s$Mtzw_WhQ4cReD7 zc!9f_`%?j_S zh&U>RUcC?PXZ>c}bSUXJ_Xyz9)=pyge*D(*Io)2{Y(Lo_-ww~u-VAU2Nl51J^dB)+ zhTl%zg1HzaY6vB2?+-;X|H~u6zj1lsp+A3MK6hralU5E1M=uXUmw7;=>kG!`*6}{= zho_j@@(cH`_$ZS-n^CMb`SK#2tC^EsssZcxebfBqsu2)buHlDNqpB@1_pw{7*DM?5@`nMMH>gJH%=I$u8XXajbc{L7%TDi zKiejGXqFk-m~s##|IjX(X$oAc9m#XVZ$-FNMP`+ZGNlYPX|5m`XJm1{_#i>|*-6VJWQ5T()#aORe zi6v`m$%85N6PwxpBFIb~OMB}=vvAfr9{#BY*+;N40T)W)&UNl8x zBMGc2&47EM(#P6vwEe6aAJ4Xqz2it;1s;0bB^o;5kFQ~-RK`sd8M*>um^RXFJtoFR zcuzn}O)C64O`9kesO|Hp>uxDvhzN6#Rx~+Gw40Jf_Y&PqUXK9ROp(d-PeL;P!&H*fC+R#FA1lMUYG)>!vC zHg9j^+l)z5^XoGM9=Ngu7j~Cv=8POpVz4p0(r2oWA@Pa?8jgR!qzBNP3hf`z|Bq%; zu;>Gb)Xey=X5s_*`9Tv2{;@gokIjFJb73QkBflZ>BR-jxO0g(UN~@u%IVlQFX&th zrbpS0iJf#DJ6K!uPQjd=wegD;`r9fTED*-eDu-)5G@eR34Z6n1d!EbE#tx9k48KH& zDF{IC?E}k&9pwO*5i!rNe{$r@AADOcW|fKIKzg&#ksN5sG;u6KuVr%TsTeUD%@yfx z!?3ZSJ6K;4@8G}+?>2@EbtMyldAUIjHpkf4GUhqtEt7<7eDcK^jZg8}`U?<}m;RX8 z%&%Ow3n2bu`~Z|KVFjaK)4qNzmaKT1iQr6@PezR0}Uc8xgh?-w}@Oj`SJJ9?E$6=M=9kX z3AA-zqF~-0dzD>@j$}W<=Zw$d6VRV^>?!5HFNSL_JXU&s0_vxtz@L(hg;qEuuMM&ch+QZBj?5$iR%y7 z$U4prBUeJ`cSPstiS>_56*b}Z!!y(C6pDDGfiO^HZdow#j9dV}FvEG(LjKN7okLP_ z?R_S1Ay<;DG1vZr={RIh!a;Qp`F-aXBsCpmRaUkBWpXdlBb=#c5}9QQpj`buT#`Sx z=9S!c%`<*(Pj#?5n43TMIkZrIsVAW+g58VE>_`amd7+kM#!tNKyVv|5R`0p@J~9?$ zDtOTh;Pr5-y)19zUK=zSo9bi7;vv~fPQO4p&&($2W_ z)vJLd?7^D+YNF$edUDhMD*-XZ@*#8_iKF(79hWZmyYuQg3#DBMUhmRiZ0+ zJC9--gZ5uLk0MnCE@wk}^{P}toBU=%dr5fGZazz{F%iGje+%Ic(yQ~Ekw6+cL|WK; z?Yx3%O#jwJ$!C8gaRl`b>p+@V&vQBZqECJ2du z+(%72(Nb2$!lIB-J}0N3h9f36cY6(Rtj*~5E3V@z}B22~RiWY|@#P3eZ@suK!0*e6YM#|BkXZgeNcogG9zGY1V>R3Qgkf=UEh zItl$zX($fcS>Ii&gYyM0>+K+mr7e$CyijtlQ03M!;>26|P|9aPuE*voqnLrHJO4^tjj|3h(8vZmX7*7j_zALf{Q zA%pi_SHUmoMqag=y#5XNaG~?%i!1+}n#4)C609eO8B26_jRi9EN%I3N1l90_?_sL5*^9|^^D3W?k14qGkKWkw$$<6) z0$n$IGrU76O{%ale#P^s7}ek8d2_8L)FgG`fET-rfoOT$RrE_ErQVEK(!OHdR~wo&W8i)f#G_ZR>Pebfd*5N0bGi-oz0-9SVUTn?(0*-zl&+LNtHq* zsNLis%z{Sxh~jCHIO_JXD~qIYD+dBGYu)(DcRf9)DgxwLi=Erf%&IS&Ij~$ZllAiz z9E^_4b$bTYi$kpRXTH(6HETt1nHlv;@aIPxW?_9+{Wc_1uJoL%In!lD1QvF7=(+7r zq^Stt+HR91nJGpga#}u35Z8?h(oym#`6)4eo`v>V)i;c;TlWoeMh0 zT#yf2>#|dKVkzQFRwIEFVw$N1Ru*<>O|BGgBVnHZKX{Iy)f`GNybQT$OJU%V;IiO0 zd*XYLDhMv5uK%159LPl)ziCRjjV zKuu@YU(i-5#2!_a6=H{HfB1AB1*l?M9Yp;ZI7o@E=CfkCtqAsr2gI7zLU$*UN{5bq zk0mX-SL)b0?+n>AZzVDUxUh%vZJK9GxEoJ%t?K{#lQWX!S?Y+?`q120$jID)Y|LWW z-2A6hJLPghMtqmww@$EgqZHylsH?k;%4lyQt<4s2YtgSu`|6d``yzBHGM~LzwjcZjFZU=ay=Yh|EQXTuqZMCFHgM zhj?b@;r*L1U!_+yM=z`C8eB(>@N^h{?dOLwk>dAf9pO~7HMkm@NAx>P6mG&Kc%MfL zbT~{POZXG_I!2 zU+Dw0T5D+x0qf+S6w36_2t~%=zb9RO&;!3(Rbs8VeYSpRg+JgG4_1I!wpG(7>D)k* zqNS=Lfyffi@zN{##(wPChx-4w9j+xH3;GVx{V@AA2^>=+?VswFT1+Byf@gfTp86^f zQ}U-B9;wzKPsRumH+1<+@M+BkI5p#($Q@Y|%0n|mPEZ4ptx%(Yh|I&*d-qmK_Vfu{ zBg6ZPHe1vCCTZdblWtn4%f8q?0h&eE_X24D#F54HMs-YtEqH=^vK`&iTP}UwNx5P+ z0NX@l`L^DFjQW0$}npS@!<)V=g>!& zDu&9)k6692=d`D`kJlW)J&(ow6WnfBBaSe&!5NEPI|+S+?L2Do8*>5i`1I@Z#!VIk zIfBZ5O`}08XXSS+6OA615s2w+Db@a4Ol+W&L_{?(p&VU>uZe{#KyJnt6zF*C?`r8> zECI7dhUqb}omT=-?EzNhgdM(M)aNcq)ZoZE!GY-picy3w8nJHCX zSWd#fo;TVld1OeJf|dPnu`vaBE;{^#d-;;e!OqCF1@3>lMaJv(QSD|HbxeNsaqqYVhttkB^h}728nF(~mJf z1zUT9MH%%J8xSuUO<3uI7om0@V&ql^lfpTSSYV5ls-dm4?Ngx}BEq zPu%ldbfOwdwic(>Y^>aCIX_J^CEx!3k61sS2(^~qugP`MImYL5qU@RKIkB<&Qp;H{ zmavc^cc4h+LKCG%-mMxF#M=A^O6?*>&e|%~b=zh#_OEFT#y358F_a(OsGs2hCBexH z!!cX%ST7hlMf{Xsun7T(me|FvW4F8p)>=NfFR|6zCO~WDw4%|G8@bsgEY!;F>*Ss@ zM*WXQgoF~HNL}C$czOMv#%o3hf!udqrZJh8-rfjnIJWa*662F)3yXe`+o*`+&!@Y? zzQ=x4z`bE#P%w9}L)AgL|CoOcx(wjjVObPriF{|Dg%#lLnx2=F6m8>1sOxh^6rjhq zsq9xS3$WfqTat1&kHc*0%2KZT9IKBLS&5=i(FT?R4vqQd84WFT)6NMRS6~ptRel=-g+e%rVC%J1!Cci8!@ZnrlxkvlJ{t)@&+=vNYC48qANAAq#6(0^_%pS^J)lgX=!r8|NIY;&P@Pjpr7=7Mu zoAsiBK7eQtT_){bV^yri=9RMm@u{iw<-zq#JWTje$peE$kyfu8O{O?p+%V((v0`t- zcs{JFCJAiaYKQDGQaJv#nA&}huY)qNFVr0$`;16*&q&shJJUlYacn3w3#%%qwnPLk z{6aOT5ilCttQ+s3A0*MulHYfcF+*_Y1j|A?j*TK3g$V%J^P}DoMZ+*;R#0gW0Dua33?|;bWwr{8me@KW6 zjX!@hj6`MyGsiVh*|iQ!B9LCGNsM+O1BayaiL70qtR3M0MN1S$uAY=A%sdbrTZxcb za(|u3-yJcAIlJYT&lA(qAIKk$hEMl-VtD!1v;UH$@bs-`4;K@%Z!D<|5w(@rtqoF$#CI1( z{`mUaBTa4(Ud`UCi1oBx9Ury?YXtVsQ#B4qLZ*8Zk+xK?-JZ5f59b3I9?2aXuMdB3emOA#&n_mX$m-V&J;Mp8! zeLe$1XUfk7FO)Yu*7x7o@4*&AQMG!{?`|#aL<5z=b&t)uz$Zz}clxe{B9~Bi#Cc{| z=UwTSmcWp&#E$X)LN0KZoZ}&W?|GLSu7eBfCB(enO0pmhWVU6s)~)9tJ+_pAOOuRK zvpRI$6Ue``s%oR`A z{A`IQKSa1dc9DBUD3Go%2ABYIPsZ66mSwQRIbAoJP1BRpZW6nCU@)E5o zPH>Is=oG_zqJ&PR_tFs4(q_CUZ|X@up!ti?wzrY9NdkM*m!b;^+}3&{12#(0MmJg4fFR9=o#xWO02`SoCu(nhs1r}3SH06#Gwr_o4>GbbBO4| zpJ67`Z?tUUh2*Vb{yX=`%iuUdi({05!j0u36FGS&5;!6(^P9P4`fAm!LL-@8740gz7#)UXdTyWpy?geVS>)Wk|8H5Ld@4{TD>K?Dlz!5qO!)w? zD4GEU{(CZ7&18;f{_Y2A+qd__iwV1yn8%x!`gcxG%O#cTW70t)R8KZf$UAO(h_hAH z+=*XnnT+zZnWbv5acWXo$Yk=R1uY=NO{AzZuy>rn=a5D;cL@ZPKKL9$^pwvAXOs9< z)A3dxiGqSNP7(%eak;Cyv8yp_=H1JK=AW)E(fCoW2e@60?V<`lIvYDs*wNKK)KT^) z$3U@P9*_(_-Y0Ht_;|A&ZuZCpN;6`g^$s5Pn1mb6@&5=5G$U?VUpqAGzl}ZXY|Oei z`{C*mPxuVBs6?py8j3-=)0~MePS@}*`{$p-cmJI9^637&g7hk!=-A(5%9`3}GO|V% zv^0!Qf$1Ot8j*|iCn83)3=IAcnm9PI%6%y0xPq_0{T@@iaCWN0hIeni!&|nFlYu%H ztXYGEB;V1w&*%KC)k7YheyS-SjD5)Q)RtZ!mr*pA?dp)BBUAq-szXtn6qicb@8Lt z<)YE?N2B9K%K(6Lj8pU-^->W-ol(xV;|P-{32aI&Kzh z{hMjh=55sGEsHv?7kpHCeO7w~_!zNH0O-*eaE9u>z~^r0E=)Qvw8#=Bxy;@C9Pvp$ zpY=tL#u4Kb8i7}Ks%k#BGChV^=+@C>n?ekRG}1End;#}tmARR4Z{Rs2Ek>;o_hP8H zq2n9gXuG`a7kAP&)o;S0NPb-6^5S8OoeKNMTjjIPKZi*cUMJ#Yqk_0SdlfwUc24m8 zQGs_@UVrWiv)x`yTh8k!MiMh(si*6jO?)ERz@zm%=&uV5(E~EUlA_a(+UWB8=IG+8 z7UYc@Z^x(bLra5#ooa%zia1_smqhQFM~JC*RW%YGf(fnaYyh1u^b1#T0_062;Zb)M z3-9x^{`!gYza9-4B~MQ$BCmrM<_I3Ku>TG#7|$x??5(n=O!zngbx3LNwh4zISJ7I7 zdc^3kxu>y8T8i*;uM`E4S{=4I=`<5Ue*V~!u`q}u}Dy)J_N_RVr^=1A9tR; z;U2U9C{<%da&kTOSC2KK+s7Tf3!nn$EqoTodCO9K9#}?h+>lHk8NxueV$Fk8GA6;j?3qhBxVB@W|vE`6>E6m(T z7G^V*I4Mb9gN|5mc;Zy~&Wb!3o*4N9DRIJc^b3r$bkkn4pV6B6?G|x-?#KQ`Zf5lD zK65#?UI9SAV#8=jhD3UZt*S6 zP#qm{rn1Te)$zfi9hmZuvwy|LOiUwNnCZhL+$ln~oS#-LA3#6O&Kw`wcYpd$+`#9Z z2mi4;_}j`&14pDRc-7IDQD!luPB<}TOuO;Iv3U!927<# zro(HzPo5Vd&GrOpR=%eIewxk?fh<_06ol-rd3*tq~REuGYoEA?|BHur_EOX=QJo{F!4(a`2eKtpfQ~T0niWP z{H%9iao>DtI0ZMSw#pCh?A+S2(NQNciA64bUSvT@y~dSRce32|4s;eVGY{T@0Nov7 zTSq+sC=w>V2l?}O0aQf)cVK63>Z3OxXKuiqqgr`)M}v)Tesj&cxmWrp-3k(L3U;Hu zXX)_9n1NmV>2VIC)fUcLfGWG|X}>y21C#GH88%!JBUUWp$}+Mfk}1wmaR{T4a2~=5 z??fQmLnJ3HNJvdD4RZIo?5SG)?c_K@>S=edc&7=&^#}&|8N*QhYBn6z*7~1gR>Vk}KWjIK5LvzZ%eYZW;M6Plr1x5G^2?>dn3FtD&Rj-bOgIwgy+C^~*gk zTK#2wOw1} zc9mMMsfqGwTJ3GHu{qS-&?s|%%Fj||u%)?*z>kX)^t#i9KF+6MJ}qexwFqv@9kcX` zs0+F_fSo#IWWPZ*qglVqT(x>4cKsdC*M8yBKX}a6#|_#4wd%1VzOTXH$J@cRAK|Pn zBcG?5Y9unRo6S^)*2FLCrzG07T7obWOa=*w!TScYkAogEiO53ci+F_F+>EGqJ4{OfPmR~sa;ye6C8Vvg5z>0N_i_vIluR6i8OYJ6i6S5;WBjj%fRv% zKjN8Avf9kPn(_dK9lJ-OcSa3Q>?F(0458V1PED_mBAwXzGPgW{hFTwm_bCc$q90r? zp#NwBkS7gba`4;m(N-J9T?^Gi3-t~j1t4fb=Yx;mgAb5C0>Fz4UJhR&@7PthaQE${wr+6PwD{1KZtCzYvTN7(nY6nI1)+r)h|r% z^+*%dS=;St%SZIu89o!No*dd~g;9)?suHmkqGUv~m0z{{&IEXD8gcs%aW{-it6@n5 zrdx0XILP~DL`VG_ykR}#3vQccq9d`W&5?-6)%IJFNl2!>d2mM>{(%-$YEAouPb4oP zXK@~)6%=(!(_{M~U*0u@m#TI9vTlfb38!lWFEBwDlaL~N#yGidquuVYi)O~dY@~~{ zqJBKVEDQ!oP85C$M(Vn#Ik zgAeTpvhI|iqb$Cy`$w&;)^}|e{@x!a*`92uHDAhPk|h0_W&;LoN*XZtYD`yIAf?y-*6|6^szhh=T>asg{MW?@4Ci)*k;4w zORt!fGIG%xSS#0q1<*-uw>rkmwM+~cM%sUPldiFCsLPu^HKuK1XtLFu&$VL|JW?^k zi*mR;G4}~lH*_SBcKcddA@>JsC@Rrs93#?M2)Zs7FL3wul#NK-;TZS4c%$G8(P+}H z=g5#wgDrNSe7s1y6MtOpIfOk8GyK3+&8ScGBQJ^c#Ocqzk!>Moe$(7oBWEmK6<(fP zrAcJT(}Ew~By1BdZ$eOs7cH^E-t-ZPe@r(+2igjG!O&xzEQq7q=MWQDSt2DeUm6oEJAA1C4>Z+5Tn-!GX(P1ULVA z&?;-p3w&RYQFA?x1v7tiu%g>ycJ*hYObOiL7l;-CzWDlopm{(CzJB>{>2HYKYxXK~ zoN^Nhk6J7E%RT@5S{2>VnX+g3;v$p!$slchNTaQY(^|mZ`m?E?SB0ol;Mel`jH&-* zoc_)T{F5P<&zKI<=Khbx-x+|#pN#h*(-|BguZNZvZTVM3s?Rj|gKI#CSpU{NnD~ks zdE9+^{Sx&MjQ%|9$=}s)M(_8$L}>5_V?Ae31#$fT_znUb=^nF;24iZq7Wc=7{&!vx z_O_hdC@Bgyv9dsjrage z>*6%wG<&IdV~KhN;ZO(kf4BVN;ejV>k1`c%z&_GI2gOTZAjxt^ulfyY2Zq&kmQU#Z zPS#o6ppsEDu~-E+%97APrxR8NZI6D2(JF7)Ml70EFx44I>~&>5x|U=^vmb0Kh`P0S zRfe-#|22na;i`=Dg)=1qfBhUaRtK&#R_eeG$I$`#&H<2e96e%+ogIpuf7Aa#2q;kQ zJnH-blsg9i3#5Mxe`6r`kHa1Eok#kk4EX;|faH(zquSe@gWm*zKlon>ApaZx_V%}v zey>>lg*B4RaEa&ZT$FagH-Xr$D#ayhkC0_$##ny@p_AJsFm;l~H)=n7v8!%HmG4=2c%QdOCU!wj$cQr&jiL== z#KWX;XedeLy)*wlwZD4EH&eN=uwrfBJ@*%8c_wk<05(JWV!&E&Ab>yJpilMNXkbi} zg=e0nOwXE0IRFFs zC!9Yv_SJ8oX$lSY*mN_XWJganz9&OCDt-0roUwRlQ2w`V$pkF)cYVE4uXhffHI+g9f83te&plJ;08)ALo?-za1gMkp7maU~D3=wYZU6rnU z>KKt7uWsuCj-kl0Anb)BfW}~$+O$x&zH|&J?Rd`kG4myxnrlBYHg^E6B<;{z;7Q}w zeFhS{TITcA3sQ8P6QYCjC+IjkA~@MfTOF_nDW{-#`B71&pHEbQX$S|U>IMed2|v5V zartO}TpI`^^h9Z9X^(2`N!pV=Dm^2u2AmRR839RBY+|$mJ+rd@8}~UlY}zuqN}y2! zQ?$3Fz_18!1lh4(!7Y|Y9y0XsuYnu(iv9#4vY`#QSPKT_a1Z8-`srQv)A3?n4#pgb213L@HNhF; zfAjQA6#7PQ2rYx{65^8-w5((rDQ9FSAEW%8)mI1Sy;nb#D#^vb6q1+yC25A1*BHQ_ z4Ja$JMlS10VRyX;W4u)$`6*q9=|!O&iKf89Dkg6AvRrY?kN!=V9=ekVHEXF>_+1)G z{mUo`_~=%XJyFI6X(&0UL&MQ>Ak!Cix`^ug|dh7`!sUKs2;jsOngIX1DJOFugOuijTveqIbhjKQAd%ILBMeytj1prr?c& z2k!o2dP{;Qi4ePj#n6|8skZ`0k)I5&Q4@-j&4SilLRNp%Ne4b$@>|g37iSdl%sUv_Eb?80 zJ(0Sj(Kv#|cm;(&qM%n0@~0qV@1Vyl0!|y&?a-*rX+n&Z^fa zpY&s-Pepr}4YqeC@*n#28vrSg!`Io_fZ#Bp8tk)$jCEe>u`X-ZsAGrHv(|AU@T{0U za2;rX%;SaJf$Jw$mLcl_EdZVUra$0Of)z$B3kmuD=di9COzq`_tAUc`k2@jq*S9hZ zQ9AS|8c3PV81HtoMX`i<(T;|)-$r?$^eBkqls|uGhaw)A3nJ`ck)wNZ{nJDtS>#0z z4VHq=vrP6tGHE61EbhRwPIk?*i@Scw{OMTt7nd5E6hC;%mZi3E7Ol+PLMUli!mAb*Z&y$B99(Z3-& zhngY!bX>EhteuUl(lSLs{RhR509w?Xz~U05webWeim=2@%8Oo3fbQABLJ?Ds5Gzeb zc6@g#E>%a?jz~jEBY0Zv7yG0T`lY<#{RHS2J4KnQlAxr@!2T3)qHxyWWuuY0nIak) z2(C0AhJq8j3Q>fzr0CQ*=nCB%4MiVDIUQeVvga)Z5dYo3!811w$j47NggkD6ZRp-{h ziA?C(Fg|rvXV=-mO6EQJ`}1FH8*E5a-8ByKhBcvdE|L<}UbLN1V*+>Ct%vi=2cODw zsCgE4tiOGRlP*xs?ET=*OugMD%tI2FjS9a*;66Bh`Grs$6FPpGNvMtcYGq6_vNU)z zKl{}n-R!Vq&Wyh%Jjo*d^~vwKeW(ND zflBp3C=su}WCzhky@s7;{SH3xckui=I1#V;hxgYenu!I6_dEU^0FJxxp)>zB=!{O@ zep2t~c}zBwjQ!-AA9EezrkNLByHQSdSkiWvEd?>wddao$f)CW+Oc)2w^aLyNRE4=$ zlk^2qIYl$g)# z0v**v1sL7>{B^NIPkiv30Pu(YW#Pq7ajC=l-YD=R_S_Tt%a{cVV@3I9xuU)7fxp_p zSkC4f)8+?g_BZ{(|78(T)>%N$qlEojS4|c>QtbLx6CeByZ!tgb3Nh#Y`okO_wsFn# zuvH=6z-$d&nfdW@Ib$Ah;V*-`I+^Qo?JU&(idMlrXe0*6f3g!-Pl`{2F6$~MU>$=N zwkt&OZ55c#`z2wI2h!^yD%c?^xcw#o{GoqY1sbsUx7CvzcP#OdSxEgr%mP zN*|^itZawzBEbc$v#ifNOuAl(DfzK`j41^A`>xd zc<@jsX_ak1Jt1p7Oj?Qt45N`0|E9-0+(bhgSeTDRTc%hnEe)X^)ug3G2oBV@mfe^x z|Eu#x2KJkPxT#z4GO-9-BBrFm4+#+hImWTsD6d!Hu}7MztN253jGio~vfPvxh6XFk zKKQj8BBE*c!?nJl{3I-M(t$LekHajxxAV@?z)g=v_Q5Cd=M$D2c!PDMZZX}+F8{sp zXavu9G7moOhUkbS7OTwXi4pqli`NJ&r>F*Jue&#yLPB+)ztZNxnD9Vj`vxB+gX?M3 z+5YwwB1sZ6CBq$Cb(YUgje*J95c!)OR|dgP?fUd(vLiCXh$Nov|I?+B)u0iKYTRq; z$5sS5)#;^67G^ z{Av7dyl!WX>zliq0~4XKd9m_jDV{Iqx?}q(fnsunC-j}Y&klCU9p=^~F!z6SAcZYq z3SRr{7K}B+Hr)oF0a3g*Zav(4S7Fa?6Utfz?wFeHJi=L78 z2f3?JSrkb{G>N0w9>%6wxVo!}EpJ*-+t3CQ*ctmui*?+9((6&`cbZ-_CYVB7Kbi}$ zoVb2=xbr+!Z_wzB(R%`L}5 zC`&jXN{va0hql43Oq>TT#_lUP)6?LWdmTB^v*Ac;;kblchVxp7fw5jgYj&TkStE6{ ztH6~w5(2%{i=KMT6~t%G4`s%<>WCo3M(h$3U{=SJnTCIL3EcSl7aIMBlkl;Ze`R#4 zQSJE-xa(CCC*~tj?mxmT;>6-d82VcZ!2er?zvSzRJsXYF{x_yTF@O8^Arf}_!~Ns_ zcgCMkep_C3Vb!kl{aNOW>OhDLO5)3cS04+jPWM%}c6?E&h6+2w!dtoR84q*H?y(>m zJ@?XAVh$j)m>)SV7rE5qYs>bB!e6d4v$ocRXJ6;MZ^B))?M`$jjZ^0mub=2*Jrv0Y zxuuazz3Z*Bwu{Ta+QIQBg?{e3E~cysa+So`=xU6*cXU*6gGNb5v$P83sG}hcuQRtM zTdh@T^y7CDaEFO7kl|>VbvQ44W`PhXSUwXEvBPy6L-{^J_nvPApL+;<_j=x?C#<}i z{CWmduF|DUzh^x?NEk3}li|PX0U?+U;_=Kf!X}0hTd_oX$^xI zu#m<(#~W-N8Hv-val0CG2Evu8m{ihm&)Y#SZ{eeqIO`p(2_486kx;MJI@3T0 z1Mh6tx$J6-1FVSMTbA+lfgt~4~E3ksq&fNh!Ai!jaR_|(}rnuLOl$w zpo%HrwO>5#guV0V-iq*j)YO=gHwv;Q3|cLk9^AaoVL=vAmh53NI7 z&Ra89$>Y;mg=i-gBO+{dQ}Jm4f{oI!)g{HJ)gPrhmIMcu1ZmiK?hA+>k0kLsr=rfP zyv{1~H#t7q0{IgEm;(lY8Q|~#iId-6D^N%D56~VX!)sa~Oh=2g6#F|sAXY#_J-VXJ zs=Un#h-Jt2Ptg)bwHhazc#`@{kS{ijt5W>bArb9bikXi)2+WMX`FJpmiRT+IJl+vQ zt1!16)@b)%6GvEfkn$z7;GN1{E#O3uuc4_nVgPkOv5h=Q;1q3pG}`@ayIwdH)xAq{ zQVQS`C|>A!{m-R!g~uH@+D=oiGpx_Om4iG)fdDODbIl>kT!JGCVWgG6QJ`V%y+YcG zA=C-f_vEm-#G$SXnvg&()kjSX&|sQ9@?fMHi=?i7x)lQ_L0tV(!fmYApbD@O76m=oKxN>%}IhJz7_h4{45gRHbA_x_T^Ydq^acWw8aq;YY zvpDRCtgH@r2e|aaBnc|QqXX*55f8=zg^qD4a|wlE>OwqYj_iDsIKeEqUg2usLLy8H zm)s`nB@!{BrNdj?IAU%kr@n{>&hjXgppWpGi}6}1a{?B%^UL4xWbNh7ea*M1rtSwp zIbj#>1Jss0S0ZeYzQcUGdi|})_@)_(9YL!b1D5DhaB+`ToH}uF4^bzG#j)04#}YO+ z2ZdB&i<%O+GqE{Tzcp1e$;Fg?;F~YUk5FGJWfJYUgaLa*F4PE$TgQTus3W7 zcuAnBDZ`hL;jOT>IwBYna^E(MO){5U2FZ;=Og)Lu!Qxe9fl)>mG$yT8?1da zhuhoDpv!P^@m}ne_1PqE2>Qx;q+y$X%EVe|xvh1_q9|$?H(Kxd;{J#gBj)o3@%NS_ z$KW;)DOUH7Q?4bmKIoD`6LP4PC>1MW#ox9 zc$%Pbd!^d=+odFizw3-{ayjSCeuo1)`xMouYRnDTJZ2;^@C+h z;;IOfo!s0qvr01kjvtPrFlu8tg7%nS?m0GG&o)X$8liT8vo$eBqaa>dzaRbiI@yCn zFpijlQMR^@R{Jl8A5>76V1zZzR=#;|HnZK(+8>L-Bf9*QRq4`~iKuL`H3H-F%XUf7 z6|)YVtl1*mgaTWwTtB-cLWCPF%7JZGDZ$r^zqDO{x%AqS;YBgY% zn1E`1{oqKbyX)QBSb*xZ+@1SHmS0=%WmuB19#paF}&WxhG zAs_KU}DP8N3Z9)c*&wb`%mR-B#N!&z4px%KwA!~C!GiuZjAMr?y-{VPg| zN@pR=b=Rwl>)G{TFa?dCvq$*GhUjn+uSMU)y-*K>k3aFe-ITT5KA|4Hnsg(yB>jSS za}RpPMYu2g5G0I-M31a%z&+NRv>TW=MHm%>>s-&eFRhJYFuNupu;e!B+eE5|^-j;&f1n+k(-r|;OCMg9vPbJnXn1?zZ)WVb{H-Xe zWYE{pNG<(rWlC=ts%D9wN|DT$;z-7!CTp7Jowq`I!mf++cH@%X?Rr{_?2NDR6Hp@t zdwO9a8}{Q*nj>+F7Y@6f5}S^6F3z%SiAy0@9d(fyVpJSapQn2y_6@R~Amfc=X4=(n zM#h6+97c;L!X19xk_4u?Ykn&GS=e@wI3q(fDeQXqkzyw=pVD`WoO;!#)kiW)oPNv> zZJO=YHd|-pw0rG_50{(w9kr#q?iCm4;C>-=-z?kI5Ai5V)Sl??7QaCC0%#yc+)TFX z_|nejWElZnMa-W2aKcoj$h>yq{h@Sza$0K$ul!Ic#m0U!FYMRDGGD2>4g{>mJbPry zcj+u|QIcDmV?=Bz0+CZ%{c_7Pcf(O>0$wYI0AQawU`7GCH2XQ=Q!l`D%?ZnIpZd{R z{TGpd)Oxa=Zfvdhq#|-!FKX=qt+a#*RA+l(-%$KMV2jQ6V%ORsSZV1KB)q0WW>jIu z0`xb#u}P^)PdX8S!codBo(nr9CUAsg3JewDn?ORKk+i13O=sT8wSU&)XGuNdI$T0> z*EQK5_n8DH9iK-NGN^5L)DWmOb=0IRe!H>|Lj4$}4)VbDl$5ZID|+I)X1OZ~Sq6ER zLsQpsu0%}zWwiv>scWMmKQXzEG(pk|7l{eOOU7J#9hN^7cARl(oK|dwb)s66oMgJM zI#^x*b(n*_$1DC!xG(MX=SX#KUX!(*M1+m6*pZql00W74sv3hfs@obb(N|YmpV>!- z4)T~lUNsZKXjO~tf%TVo3)4g+8QNxoUO1|3Yz2Jn`$)897W+@z{r4D5P&D`6e@_n? zz{2QH1vbhb&&@_)!>ofBvvjF_9=&vFldUSMLEzUm#Ha?-`;j=)~F-6TP&QC#4}VgS{7qrM5sJ92>u zDnP6->L?gqv7!E%XyeW$@_2=(^;6&VL)staQ9)|-A{2PA_jk6mnOaA!h3}_1{eaPh zlzZ>EAGKZEbsK9p#f9p(bNFu=y2P6~jP66)oAM+@NZAA=6-NXOAp}m8q1-lMu`+cP+ll ztshKK{!X(ccW_UHARAu&GnBc8yf$U!@y_m3@K5CYpD#eWU?<7bCk6-WVHM$Yy^N*T z=%5>d%tv034*02GFogj$rEgU2cF{o#+d7@G9Re!llV3`T5kmK14{liHb`I# zh2z_}-ocgPD@knii(vg20$lV)1NNOg{6Ku}Q#W~cszyDM2ydI&1Aie*L~mlW2Y%dZ zH|Fbez05+p>)KePPsC_H`Ejes`o;!e9ppieD`?Yt5*QEs?dQ+X0$X&5q8N7mHU)EF z$PdZHzg6B~R%WC>YztPcKV$-zTRY-5c3kQ2c$Gg99Q$kg`hsXk(u8TLz~-CIp#)LNF%OAGL2^5IU_MbwM2MkF z^G-T*Hf}(+f!sP%D}pa90diH{l8s(eJai+dvpg0U-=s>&6L#p&woPQ!PDa)Ei&&?j z@yrh)gO141y4*nEh@<0@w2F6iAa&PH6qia8$zEsj?s;#4U_CVV_ow=w-5g^CYNAfuA`Y0b%iCp zHfe2{kHFNhBpRNc9WXlcv4n2sE}B?u)Ssb`+Ol8#_);B79Mh{0Bf?p) zD7UYhn&)+|(WEM?%|=)AdG2(LlZAmQs9LFsu2S50m|~07RBAWlyEM<7>AK;wjt(Ej zg+{&1J70o<+F7?W4*>MhT?<0)X1mps=>c0SB6QVY)GoE%`4>d}S>qd&T~n)4qbT%X z$zAN`K(ms-h(W(zWBrZFOgr`2dio038l6EtGe<~&9QCgzqp^$OXO z>+8L{fd^3R0}s>FND?>}r){!!GWwn{(S9tu2h znNK)zw$r$e@%Zh zg>Y?ZNdK?Fy(ZIrDM@4}7F_ zZ&q20=?k)ZkL%6J`VjwJ@W_m+wokW3Krp@YdIx-iEBRf>I)4$ltKr2r?`G&__KTY8 zsDuWuejH+{psIsCU4*ML2s*7t zY8#>}k(ge0(YiusWj6}hT)wcq8Fb!LtAsO%C zA9S8LgL!|Ve_ncd8cC1&LOkulPEr#Oyr)QbFS_d;dUvBw)xy035-bD@5>yCw--bK9 zg`Pu5h+82;nCkp();srx_1?50m#1kJtruMj9`r}B>~yJo$rpg{%{G{SHJKhabLSZTBs(^(D}pkVZ(}9n4_PgcF(kA{|hJ9&9A- zV%*nn3_kr1yrHN~%sV;?^RO&9PgfNY=zNc_NX({)`zwayT(osW-mO+pFgTs* z+$MN=?Wrf1$qlFj_5tCO=j7$6%f=vDhOWu=4BZ&gLLiArUtVr`57JNc>l>5FC}HKL z1YvPcj;#CfkWaUlQNJ!oehq%QCE0TGD!McA@aFh+_`vtm<+kj)?DqI<<*fT#H-$Bm z-KS@W6lXJfV1K2-54M)k-w;NL`8`e!I;xOHqvN3(Fp9)sJx>2QG?SM@P^BeIC%&(D{IP9M~k*NZfZ8UVn*K!&JD#JdU7b} z!~*#3jS=04+Oqd&(VK4vB&(K_Zz_?(jwEZ&jop%A9|gNCUA)Y7G<7x}lDi;VuK9C9 z9Fk%Te7YDxtmpW!W<#Dbb)CqNWYMgx#C#rV^T@FISR46Pft$!?rarM@VTGzTbByrh zdzGpc^B$4A!>8l+p4A6=U+*U?Gcqb#T8q?sY-ITpn4WX(PWk!;x$yw6f<*{{W#Leqn9&h)^jP#AX?dx3{3wJ3gMWwh&h7XE~ z*LUW8G8|=er8=eB;kqg3H9$q3)!^SGN3k`Tw5H#px}YV`TW`ZM&nD}peS9zgCU}w*KNBkVj8EWmNPF@k1d+M*1NCFIo;GmHjhx1 zy)9FCU&K(>J0sH9YkbpV)B_9E_Rx8&iWhx&|7FmExq#tR<&5_{`9@{5Xll2n z<&1U1Ac_5A!$aNsbh`8}-M2;EJ?{Nv1(Egcu?OY{!?)UYmj@5K#xwW`Ei?VPqBryO zx!oK`HlbJ4i=`Z8Bimje#)MQgsrnqp&T}=Ni2B>|s`KOYW?rVKs`LOhU-XA9|$F7u9h@|WYi}`=HRZwA&_N5%> zTIX=-yipHnt;a~Pm@+KHgCrS1R!m*_VNKub1?2ls~pEO)%03sw{E8(BiCoD*|nMEjHD)pNnMn^l&LM3(mIkl zM0KuCZd1*Tao@WS6Zf0l)#+}EbxV^D_Fis;-mMgEAAdZ#dEbO) z#ko#epR3=ttH@swF=Q1vSjEx5S|r>DFMz*HPK%Y1yOWK-c`G6^PyLBgA$BZn6YkeN zvBNVfRap^F&sLH!;6$}Qv;@>Ev#~2J7e(DBJSTw~8bdwMh1-^~5;Em;WZ1fax)EH7 zYJN{+6GpyPwtr`ZLvvX(&$Wi0%%C)%!WwhJwUGM8E);Sgwi0038F+OKBO59eC>ycp zo$=MCC`;FU`3Y#))(0}Of?JNzA}&kVJ>7ZP_2L&Q=s7l#+vTqhaW=8?9A%L+)W2HX z-JG2SkH4G{I~u(0_>L^;o`@qDYcca;Z#ma5ZHBLUkW}Mk#}w8#Dyg$C=(_RL7% z^2#s+${cCG5bsVVpM;CH& zW_Gc?pM}!1DOrB`@O+(wnl|YS!~XSzx&LCr$K2UBB*GyCr?v0jmaUV`AivJv4~;X< zNQwy<)Y42JTc?H0>UQc5D6_%5przdrwr`C%NTA0QL6xt(UeSe?<18y2*EnZcb+WZp zE**+dZBaHmJ5b?4Qfx;m@shcY<^pCUxk#2=K6)cA%=c1z9X5SNR)P(n@W4|2!X{&! zP|U3g1Lh1ny$Gc_zXfY_lzkiC0d|wf%ir z6u45u4HaL`1%qP>j#JoF6-oDp@9LFS>Lg7RPYsgb9rIdkzPwjFwV&f{NxN<3pQ}yS zQ}B0EJd~wPv2U?bqEFH|q;Tit=*(oGnyMC`i`&=I4T_m@b@Iaxju91CAD$K`EF`8q zI^2rmo8$&h8l{4>H$lr1;f{%^5gI9b7u@<^?db-WL(i?_&z^E_cqa4`Bo`Ap*(!YCoaxxIBWK*2 zJ;*v+!CY2ij)~_`GkEr$pipYT@d9NE3Sa-vKE6w@1+iF^Z-y8LY34Qy(zIAn^6e&j zcac4LF$&`ZwJ*t)4y`m(q%G6H9t(T95}q>xd`^i+<|+866{_oA_{MGWauK4tx$8uA zpxg6c+Tb(A!?FB1j44d)pSMyR=ETs9QY*>#BNDritaRYp++I#7qaf)^*^YTZ^ z&GUA@-j&kM^WL8{wi=lbRGf!MD4u@|KI5~jGw|f#gBi~%?*8;C-Ic9K8XF$XPX~Jv zA!55+bd}|)c5h$gkkDQaEA`5ZMwG~+>e_)6UJG394b;iC)(n<&KuJwEt5u8RVIXgy z%Yb?s*KK@TzvIepFC1>6h`$}kA2TdtX;NC4mX`?RtWG0Mn!ma;0{0W67N-{&wgJMN zDuK|X+g3wTrU-lmQ=WojKAi7!)W1e9KHkZ2L~wFp8}`>`8WnzIp96okTri2A@yu}a zVD*oY?YT2z%h!*_t--)ii8`!7eFg*b#a;Ove(wio_d>F&y}4a9qwMof20wS%qoYXyt$?|Q9;#0$sp*#z` zajV;Ll-P1#Gn?aU^QmuYE-vPleG@m3X|E%cdfzh@mnnZfZQCjcPxXLpPQ(J&&NS35 zKYr2^1BR1Tq8REa{84dD!XA2PtQ&k^oFgK{gUv{*sgPR0aT%*br)7PZQ(JwNiefW8 zA#X14F-n7Oo(jIpJxakB9*za7gpnf^UwA;OrcRcNBm0ND;-SSIh|Rps`_Q6U-i>S& zasl$ryO9MRnWwil!F61qnJqje%42#CF)1uF;Ek*6h`N%w}!Zog!TwG zk8xws0<3pFX+!LNo&zn&NNwz2D{kwh4mOt>rXSV<`<7f7B4L+KQEk6s#fb%;DCbZ} ziJksFFDrORXu+G>Mq%k3OBkWe8@j_|p;Gl#()Wo4N7qo5$8s=uc1SB`R%<0E8IVOrPA`e&nJzEN6sR@+T}+KyXU8RkEO<<&_dOCByqqpBK#>C zN^AwTJ4o0LSU{D~9_8~~;ebypn$YqL_OiG6lav%*Yradkij1{M_dJi&FF6Q~$uU_f zU|Vj7P-Ub$o5`s^g|%3G=rbhi0k$0;8l)TiTCcR~PBQ=MFqDy8$8BQ$llzsF`CcrT zd$mxK{cBF{*PPC0rhL&Zdv~=ZNk9cCYf>c?m@(=zN z1v*8i(J4Oc)S0y_#nawq@Q^zKtfunPyF)%BwV=joy#cYEW;@SRz(8RhwL*2Ji=-lFK6f13P%8Sp#9eX4!z}nBzMCs}HgTAX;lc$t^(fquT>qE__2pL=ziw2qp|9Qi0yA(v>RiiX4|p4!@j1 z`#Gi6SD#~2zkPBx_xirfMr-1oEQyFOCB?6NW!@L}NuYpJb&`_<&Vp)cxwfIetgOVR zAABwb&0Q~;PW@G8y4;q2*joqN9vzz{JvQxPTV~p6 zb~XMm*Q(F>3cW)$dUD2sn(vq~zeydkTCNK)3;bkPJ!z>K;xLgzXnQzdz16w7swJJt z<-vB^_3%noN-9h9v`QEk2%3jzD9+iRn{T&l}~gC@2{g5_ks~E7^KuTJ>@41hoF0q-SN=WSK$E&@FMR5 zi4xg{nLdn{OR2ijP)L@*{)y)Ha)LcUhaAChBQEyUNXvTF9E+ubkdS66F|Fc$X$A@J zDIqQQf&q@eq_laYbN=e0!%~hC>4)uE3##q@sa%{T%Wg&5>~(cK4lYhZEqR`wvQM5Th)fy@0k{T6a;o!QliVL#Yvu?aBA% z0nN^|(<*KkX*uhf-T8?WUYf3oS9R|nn~A+5#XX!v&*!m)z1YIt*UYpg0rci$azOp? zV6&=cq!r4~TgnA$P1!3BKK8>0=)GT~6xT42}5>!iM|lTD~OTDs!SDU?T6b8yR3 z6C*v+Itp|EQsx*u;KkD)pne`*k(W38aJvw)6$^3Wy?$e1Ib*!z#PhOc6CCF=HcdXo z60R+XUq(9X=QD5h>9bZErr|8k9^fkEZI8K0rLCYW&wW6XjtTopz+qUjWWf~7XiuxM z*8*;qmosi4w&o~MyVD1IQnWJg7ra$X#>HOAvGJ1M8*<~xGvADjrR7200Y}tC0@u^_ zo7BP%x3o!tjWuww2K}fUgZxMt0f$4p5l?{!=SqJ0oxrlPj_7LyV4$3Gb~Qkze`v8d zbN(y+SJcl>o4?q8W!$uF{)+i!@lba23;L@o$|kxzy}9=n#k2q)L~1f(GAW?Qgo-@0 zBD#X@!$NoK2d*qW2enLLE4f2v%<%DoIgFZy8l`t;B6$Xf9^D0t%AR|WA4K=;1;45b zj_@y>&(dx$YmY>ncvxc@oR!a8Fb6njA6-xVyO`JGYEpjlA1^XZL`6LI6(Z|+<>b{xY0Z~2C!XhFFQqnCTDInb;0!w#EOS^P8i%54POP5PXcZZ1N(y%Pu zor~lW-~QhB-hb!bIdf|6%$zxMXO34X2sKpsmaYl8;jxuAmQ`FR@s)YWox! z@r>|{cq(dw^gMwkwM;QLe~hj5;y_VJlvc|Lpcl%qi#Ujg?!;$;d7&H#UHn;;i+zdm zZBm>2Y`8X$o&0k?qD1(QqSQ5tha;!{?F-Kua!j=}nOT`enM)bDRtbIf7fcaTGL@?P z?*F3PmObWSguB#ryh)XIFVpe5d4a?M#NxHl0?~6|F<6|#D$>OAA4$_zp#3g#vl{99fcnrrv*eer7?#m(yJ?=u@vQ5=S%x*$ZPDQ+a8W+KU%+v6R*5a z46bsI(ClhIje^Zo9r*oblK{FNa_dJX;Gj}*3Q*Cep3eI>)liN*o%r~XnkQ%pBHpDu zqWZ^my!OJVzgevSK4OM-)bER9`HP>J^~+tF5{n1}{O#*Zd`7Q8F_QVkhCTF>?3m-g zp_#T@xa5zH<{U8x?RoK3p}w7$MD-@!t^*+RxZ(JQFH*h(%Ka2DzI!BS! zRhGGQyu!*m{%I-_GgCQD_1kkcj1~#Mv?-6~)Qm-Zw^QHmO}d?y5Y|pEmhFw}d07kr zf96}%+dIYcFd)+o-N&b*miW!kvp`NhQn6dRW*R)b#a4+jG5g3rjA zC>xVg*js6SvqpjT{j{#9xQndh7XM?@Gs+rOB5;*Fx<0Zg*rYw8$l1y<&T1e%n_}pW z^Ih`|GEZKtj8ll0JdKmmKPf}AHh-q{D2_+%U~sz;pcvcDgPN9pE&voy2Gdat))q?x zzFU4cr|3eqy-QOMsz_;b14n358h$xpk_7ape=K@ux?!MZHxw5J*pAHcpA6Ql{Ww%g zeO#Y2lRnZIJ4KFJk5a>^BsQ5`RWR^J8Kck_iZtiFCGEceIjit>B415(k+M3W_HG>& zpV(HG+E_|B9(4bX2ZmCmeZDkzC9v69ESvwy?<@*{BbT3+qpWO>J}8?!?VjVvWXXQo zO;d`q9c1VQ^s{qjwmhpJYSb{bp#$VJo@y5EmK{8L2(rs(95>;;veo(5!fC1unu}j6 z*$23>*Lt>m7P~h!$|c2ymacV-MVeSANEt4kDRj&Ori8=bvxjZ*h< z!=ly4rem;toU%8m1LQT1luiZ|ByWI{0!$F?$8fd9 zWF8}}LPE`gk`ZXxpTFxCZmgxpiSFzoBV{qg9hptN45zcHGSkfYbs&3Kt9UzqiTGTw zs-WD165JD{+T`*ilJ;55*whYVc3Nal2SL^T5>T0MGrXK%_%fM`qUckIs!=uxryFX; zxL?D=j_fD3kb9y?`wVyFW50nH{@Rl&`d-i37@f<{Zl{ZEEh@3`6PT^aYgI2A+qoH? z+Ho>UGm&z)1mr-`MDWw*7bNymFZkrY{L9nq9nbciOaaK5ETnG&!qRw_>4j3TV{Dsp zopm&l+H#Bl{r)10Ug+x0>CYFPn>DlYc98ZnI~|p8OA7Uzkm3>1F0|ILamT#KBTa9h znuu+^dm*UvSTswOQC*Abe`>6H$x=1mDs~M4j@ypZ(TYC(Rg1YuHr5;71;*Sh3k$Jd zfK%93IO~;p@f4S@4L?6&ac`eMz&hzRY7n2hqP&1bD)Uq;@f6?T47LF?T(Dnnsmc5Q z2@z?nh>`pR53t^?lzuh3iDz(#4qP3C6e_OsMQ=5$P9oKy#VcEHp~o6{Oo};Mppz4p z)~9y~?$^Sj1L_EIfxHsCixN9GJFXIQL<%+CKd;$6mZC!2-QfoPa`{xUqEBxW0!9~g zEn`JUYORzYohBr1u(HVa+I*F{$OA=t@Z4D7@!9CSkd5vjz{>;xi8E2h$JlgC1OuH{ zLpfa8EtVA^aF%ua?VL1Ij&{4j5BRT$sO!wcSw|J@`rC6C&5kp#QHO+8MnLCZco@sJ z!0{aIHWE3Awqm-GDg*VB4&42Yxl_-b^C7(R)KR?!8 z4U}ra?Lqi2x2fH36HKlHFN>|a=Xu0@&BVm(&5nG^nvzU@pj7RkyX0qINF4cg)V9<| zlzOef^{VcWQtCed9|Z(z^9fsZ&$nV)It&Y>Z`IMa?*sy@4XyNr>%qatXE5_%0o!B}wp!pLsseGlm;q#hK9Q zD=CU*C3W&0jCWqL2p|WlkSkYxBK}|hnQTr5v8S2v|E;Q}hi7M7Tpki79e@A#I1JY9 zmfRMa^5@vqd$>yl4NiO#X+MCm{B9B5zf*Pt%~tzXr+_mhws%~X4y{~r;o45PKXxPj z8A6ZPgu+LhiA##ESf#db!9&%qEM}C_!k5f#oXuQRTdWQEp4sME+*g$FA7@b040kK zc~SN+=ycFb1tr(FkMdVh8CYB1O1uSrSk$e*v!Tyz$bs%?8*04|FBw#?3yWHsi5{TU z?nbjA%S6jj6$%-={fXwNAJ-*>E*c(_i_fcQv`|Hf-|MhXE@TL*>!hJDIklypD^_!h zm#Qz>yoFDOO99WLn1EJ`x_w^}+V5d%i|~~y-1ecPqpun9sG!iobvaL}xR>QBP|PSE zdR>lbAhD3ac+qLM@^xO-)# zRJT4Z(S(YR_pr}`P11uy7qsRjG&3)-1VwjSaFb>ypW+H})R4p3z9gP+u9+D}=c>f$ zVHJuS$JPAHPoAprKE*6=mnF-y@m-@8vuE-u*U9@b5^34IyOgCm0-Rpc6hp#2zT==v z3It18TCFM)KPCyj@<@|q_{eqw6kA;Ee+-Q?B((YmmKt(~#jAE29*J1RR5<6wr_H>- zJf!DaPQPg=Hf4k3Q|#X+<=;x@1MlrA?=k_M5VUGwg+1j?CZGk zglO|+J&4xg0}X9_)R4Y(=<*pUDTSwszy0u4OY#$y7)kH93lT`4oW4{ma)=MF+EsYe z7)YkG)DAOyL1K)!g%Fr9(=c9DYv%fc6=E-*=XTmTgQ-1oXmvtaoPY^0w&}lV?^UMS zjr`Hu$z@5PHgyyJx}YR2*Om5CRb%YK_Jop1!x6_>%Xl_^(&E?|F5ZsEAkuF^SlV~V z!kshKx3tFwk=AiARLL?f+A+7Ik=IcDJsNdN zJ1)rIFjbspL4^lXoF&b~uv;A2FB2990cxLYu8BWo^y?8t`ai{zwpK?3DN7J<)7HLK9WTBL7oHj~Lt#7H{pjl6pIt6l z!2+r4Lua8%I@815N5q!l?mIr405|{v;p++re-SiwBESM2SAA%X-HbTCiGz)%EhsYM z!*N7}a$b9q)g^OpCtt&McOmu6Gehn{m91TZL#3Hzx!h+$IXve`E-MF%$0h!t5mqUO zZ6QcobM;Y7Y~;f1A`gCW)mix1=}@$2JPffO-4OtqdnFoVIW0cAEso09bn`#vE(i-6 zL5~Qbwnrw;ZFBrZ2G};ZnW^<3(58)>1+kWpsQh(0n2E#TP|U zJVb}gp{lHzSbUo+v2J|Hs;wF9e6wHaD7){8rcHT}f+puQ7L+smnfrA0St`v7&5`>A z^?lH)=F?Y5b{?o5X)BNQ8XC`sGh=F);>nybip}@yw*xuVS@(U` z@ekb1o7+3SS!yY>psPs&sk|VYpvPOJ*yDvz)v6hpW6)LS-fiOl0=@;0|Gh!s=>8wh^u_hz_-5?ZDJ*Y5ZE!U~>W2&0GQ#%vxVqhV z9=@O%+v-o}xhJ6@DP81~E9|K({OLpBxqd>PsHWM|;UgdC-RjdrP)vOQU*s_`1d!kOxSz~ z_|Lq8L!hbH)wiR~HQwz`r#asXg`N$qV_Dl9?cpx?)sLJh#vs~DNcTbBZAb#=vnQ%? zfNWxBx_LB1s?&?K*iFKXXQ^0{S-pc7OPI?gHw}SpyOQt6t@W1)?LB3rN8Rrd3@|O} zYTW9saW7LISeD82zDqdrofn&=w(?7@ zA5b1K)V|?Uf3hBVhhV0keysw(SMs9lAB*Qh)%Eqf%FJ6YKs#GRmO< zwaJ#VWhQ%dxf`D{qDPaECkEO*@I|c7i_(}EFmO9NfIOXBgRuX0H49gAt6{%)g*58= z$;S?FzS6&H(j=4`CGB-C+@kiVsZBwzt7%!DJ8=fFOjZtjwcu5-&G`#8~h}>EY z$n;lw8tl#@3Le|I3CCI@3>H(yyTaK7n+Xly9HY!)VkAFm<^*L8@$bucCFY67A!#Cm# z?l#Hyfa1N;_Sgv;O#xx&WlOMn-MOgsom5tc?P2%RH0akP-7IpQd64scB0Vm{$8;F$ z6(_PIr1~r-uG5vkX^0V5nU;p4`A4g+QPX@RLG`u}!<`PML1-1>Ar(VvdiHRUaSWom_zzZ%#!070ZJ^Y<6IjCHOJDi5j2#%Q1s5nX>Nza^ z*pndT3dv6iRch}4o^7;HONVUUO5Z@Bh-}A))@~7VC%+C3 z!LmoRnYfFkB`xkJ5~FjF;*m6^dafm|!8hqlh}#hax=@1B47RsVV^w=a*;onT`#;{$ z%N|F~Q7*d$@*gYyR5-0A3XpHFIe zchtPi;HQ?2&!*I;CR2<8acavir%ET;#0twK_p~R!%GiVJqS!8(`&DumcVP4)@sn&T z*6~}4{xM#R1Hu~)ty)p;0BtRFT;jrlkGf(+{hg-6J_8P#e{dA-4f&n+xGlK)8-Feo z9x)ANsGbEExkL|Gt)XuFb(+B zv+&?S&mlgVYU9`YzQ#7C#ila$xl{z?7Xby0>iJiqP)rQDEGfW{XVx1ARLD)OS!$y6 z3uOwqFUD$Q@zCvyy4w4hA&gyQI0+5*8Nn_oGxT6378nD6T5W=k&Og+;ipp*O7fef@3w|J#SjR0xrq9#ekL!RvAcB3f&FwtY?l=~7%fY7XGwhv zkvmFqq+u-z+RHyq-CyHuWg1>$PMbP)vN_1GJ^9f~>|_D5h>E*n208|frp?u;YO`bQ zKadAA;~4gQBCGAk1Xc~_^RRwr4bh5Kn2?-k*>?tU(GIiUXNB`#fwHo+2!8Rd(?hLP zaV#f8$*M+$;~^j4&{%qqC*6{~LX*0(^vn8~KX&>ad;+$y;P6D0FWE`QT zw}}|!gTu{WIC@N=5yu5VliJ$BDB;NSSDNjvZ2S1^6kiD-#}bzQg1c^Dg!KCSV;=>* z+V@)-Wh_UZI{0r|z4pu*3v>JrEx%_gtduaBDzej0Zi17eUWQvbhzq>!=M@Y0HsKUJ z6Ksr_0Z>Rme#$D2UYoa(Uxm`K^Xq^mDtPU6+J=^Q@b$QB{P2>z|BPn1u4wulx6MXa zZC`@U{pex~*`^7H?B>VJ``HO%%&h{sd0oJdv<5RxBUb|#SCa}<9$7XP?s;T8yZ#val)?wax`5ErWNZ9;|2$Ey%c z2(l78F%rnixZ_t%7>l^;@$>E@^gN}g@}hzww>nK!R8MrkIfVu90`pRxhP=FL=q8W8 z6zZrlEqxJY++GM6*mu+nku}_>MxXsX%jju%=VLyzmo=;naZXqc{$W7W;gw{sXpv}< z9Zi=s*+wH_#q^gz9JyZU3!7lt_DH?1ie*d87E8rlbnjXGEa~n)M!V12>eLKnJh%Du z+7ymmVh$R9ZQwo+)>QkM4c;&*c~MAX-Zm31>f0qi>$qgBC$TW=FkOk@)`qK*U633T z;=U`4NR~5TB3j=oP60lik2{I-Tj$UzMEr384yhlSH*i$HCU0U!&hzLjye`q7h|RTF zOls{cvKg-EO({OqOn0Vx-?bbIITg_53E`U5?%gA}wVnSigTyo=s%nHfJ~jn}XEWLu zT`(l19vIJ|%PMd2#=P!zJ2qFRpRS6Uk@h2Of?iTSQmSKj-o z%%c^`8rdvwHP+xOC7aSzxn4Q;$~>Qe0Jy$x2O&zSP&uq4TPv7ug+mfwMEZbK$6s75 z73$T(V`eS6NVsE4V|W?mCE&Q|Poj49sk1Bv8&xfhzom(KQkso0U+|fj@}}ZN zkE-(~9LW){NY-p6ef@hSix9*yPd-w5qvm}6eu+rAjZ3W_gdooYS#R_vv@9HY)BqjV zOG&+^K21Y~at@F)I6Lu64E^<#AEuxxdiRm;*Z)R(DKReBwpn@ax$54=?X8yT%D=o_%Bu6t&{@VaC9S*+tRU>n$iC;8J<_s=D^V+hqs z`tn?rk)h9z8m+6nrdAPxvYDR5;X{r(tgIFg@L{8qywYd5H;O47PU0mNX%JQLrz*IR zaah?{PklCL;wRB{y8-D`<%B+|Mev_w;>6Ey_B`8T#5?_KKCebPco|;Ip2RcQ!`s9% zj`3_NhWqEi>CdPn;`^N#zT{WXq&oy@@0)av2^@& znd@YDPdyH1JGb)3BahVDXHHfKb zJNEPAD_gqKu>B@2JEry~sqO_%(gX_snncGI~T6oW?***o&JElbP?NYa#C&d<^F&V_7EBgwS1pO7>pL^}P=4$$GC9 zAlRI*>QjIujHO-ax)dD8erz&T#XfSm_?JFNJ>uT-^`T#T*mqKU@{?_U&-9*TrOfVL zbi0i1+&QN$N;Q=#`_E`P7DH*}!pvW&UKROs8eU)19(@TDBQ7Cf+(p3k8?rZC!c)$d zKg%ZZEVq74+m-EpFutPHl#t8Po!K$y)p#AJU0QPM?XOG|QvV%B)BlsQu}4fa0ZUw5 z)!c}ae@WOM4|Dl`8Ehbdl~i+<_+gqGlxT~t$ufX2QG1B+Gc=mqLF)FZFx;yjdHqssG69e-{;aMu)bReIb zinSTpQ)a4_gS1~qhHS6(XE3vbFguK#39zdqNWRs=C9}h-Ql_=ol?x{I+yy#A>xBY2 zoMBnh?wRSv?qa8RZBx!cg(^7)ZP}Lkmo;#mX1vAVs zUeA!6K1ytg<5vGpuhMDy63g7z#8fpM%ORAznf`M((FsIYUm~3OHxKq|znuk9LyS(do4Cn?uT|HoKFu!#m&XJt94&+$L(jzk&>>XKa zc^4*x*bk)U=J%_|=CK+4wk;H%=htE{r{77S^CH4=;^v_LRGA^+ty$pLExiajnp!}T z#<{F4@0+jhEM0H2?Yvm?;+zG@uwj5|@YEs1r;!F0ymvy>#E-|5D{!N-C^wq53U+ws zR6se=Pj5UShdYYxgm6$jVf!?@d=t*pNaPWNFT~0nplWZtwlFs;duve(}H#X;! zEW{DRGEY^ZG5M#CyinOs3Z1e3b>lVJ*XR+yXkR7gokolO96zJa6FS-0u)?m!V0aQ< z4*eTLr!H|M($W9#?g9CuI|w;Y-TiQLyeLI*x^X#B|E#Mcx1@EI4j(~P;#+M7dPtM@ zFL^6SijBp1`dSZLK)dG^eOTbRM+^fd_BfU-Hh$@s=hUfhW2xD;B-frVdG<>_bF02P zpIrhXbi=o;A&Cr;6jXybZaIkfFnqiw|UN#sBh5;Ie?- zje1BT;hj_5H9wh2k|o{M66OnKB}QKXx%kaQ^u`VsTE68B* z?>;kzun=d8Ke@}%)T|BSSw4;}#gY?_y|aETh;qEP=wVo*}`=_8J zmFFGDSQ!Fd=`uoxGV!?Q<#cUqWvE;?DbU?d{( zGUJ;)&OLH%%?txMX#?wjg&m@PLk3;ttg*4q{jz~vYI5V4$!9PGsQxe+(essEnB6-tD)&$ChyS|7yxv88Js9A}P0nzx7O=@s)zn zd4$9T=FvBaA&xeunp8huZ^k#!^c(cI*LL1!zH;;RwLkI+PBDBzi2V3Fj+q=;x>i>$*tCJEc;68XoFqZ zF&*XODXEw9^~y<`nWOKqNk?*pIp4yxHnI&izUi0bgmLU6%kd?~F+?o1=$`HWYMrlM z!Xy_~O!!259oR_gmrk}-uTuX?!E6Z1I1V8%N&5YBuofSzJ{6+?bbdaiZ|G{O`RrJ} z@LTr3UnII$9G8RtRP7PLSZ>r29YRAm$zDQl2co5{4)Z52Z~2qC-G9tUH@RYWc4T{9 zqqDuIvX!a>_|>G*N|@C--{3hbxF%b{5u!6X<{oq{0v8?%L@R2royjmt z$@%7Eu&=73?oD(0Lx!j&nd)H!LZ?3sWc|1=C#q!5xWsr9H^)LuT5e4{lRnFvHmK00sbn{DGi8BzbM9HM({KF0SuwK)J% z1buX$Tf`KPS5NB3dg_ix-pp8n4hPa;x0Q7ID?81gqky$apNF}G_d=_8wGUOudla~e zdT;ETw|eKg>6YdEFn{R*J{`HAQ|CjWSO#RA_TA5o1H05OjHH$WrgsTvP|a}s-ZxS) zu`eYs8t@J{)v%WI>EJZ!g`<{R55>w4rbO#S)_ur}Q-Ik>vV7rO9fz;g%A5Ef>vPB6 z*mYg(=DW8WBKXlEHLTy-T&YLi7&9C6n1@yXr5!s?bq8o$0~+Me@a)Seo}85SuKpB0 zJNV8%SP-g)Muwq5c49dzxv^ih_7CrTgCgPA6#P&57I@HJ*X3fzIPD{!At|+oXx$$9 zZ{eA34M{&uJ{%iKki6`UXK%gZLiFbWSM|e@H=$a>WI0?II3YMHVOl-Eh#E8ls_@6s zzx0Ul_q>4I!y_QbP-PW z_X{gwemx0>`F)IgX}S`SPS2O#>SFT`=ZDx&aFYm`AFla-`djlYU}cS6W^;n&9xZ1) zJ+a*qYZ4`&!Ay9(weo+y=&u57>Oirzpw`dCN^K< zdQGioyG}H%@ZM@&CdTLuciZK?z?#`LHeGeJfdd+yvxI%!*%kMoOc@OUp$k6yv9EWJ8-j|>FF(Nr6O*W>$1kQP zRXiafb)nyDhhQL|fc7<_JxMhF&yK)ni{I~wp3e(`&kw)fv3@$k$L}XKx!sRXHGiJ% z)qhZe65{X&fJ0d$sI@u)V2q6dG6}CCNy-S_``AGpOm2~zVf&gu)N8$helXoZ22p_G zu&l&(NWpFuIdFX4l!KG04!%|tcBk4TaMxAzfQdzr=m*pe8$k9^VC6JicG3R%Ao}yE z|K~NfC4tC7snZv#38wF00H+DYpACuzhCPsWvj9m?TQvDMg+<23*t&EtSdN?U5kfEbMAWHn>1dT|Eo5z>fTkat73wAht<1?_pR3N+-WWZ^T`Bf9((j z1Moh2BZuB(9wBUV_|BE~g}^wK8QuqnOpsOP7w8R$-AyV8&4#0?IiOgwvpw7`|n+AU%U7-OTFb*sZ>~w`7p-DtO#gIP`pMx$PCC5{K7yj*pf& zYl%&L;2g|A-wIT2eino^EdhtqN(NTddRWdNfOq?l1gy3HHVzmKbSP~EcHyHyM*c4^ zvr!XjPVvUuC(F^Vn#urh?-8TEi<6X#9-v6}U~HIH|2{%f zX=o~zBl$uSK8A)D^S}wA*E(!+g+u5Y=NdN$kv|~lCq0~yzqU?vpMfs$`$vp|v`cgE zmR9*!9OrYnW%b8c5#?%o*rH2Lm_rW+b=>sQ}EywG6zb~%kb==5G~l#=VI2xDHK?ila;O@ zZrC=CTV{FH(xHOjUcv{{3Q!k{q_MmgyRayId;@zHDjr@+tF#z7$4RpSaO-p$3}s?W z2UtR_=A2fjV88&N;OlFejTyV+uReVuTZkR7LDXf9GELY^5*I7dF-;}IA67co(ivm} zfOp`|{^xfj^i+eq_3gu7RZJ59;bqN57RwuH@C`vYbvhH{7}r2y0UuHgQiV%S5yg&( zQ;W{)t$YMTEfQwhC!8@bNQb=;gi=Rz+UhY7w<}LPcImVZmro}Wb=5GZQjEa@m5@a& z*32K~xpD4GBvb>u#jNPI%cf47308pPh+2{+w8fa%?&z-P4b`L$&mGjxnQTvs>9};>|SIr|ZDvdXZj9FJvaekF?)~z4Kx$Ap>>CEA&iGgVDVXpr0@qq8BmeN&&Z=U-&3Mo>^%T z0z1H<-?D$9wMiPARe{$A?j{*-ZDO91L4x;1d}hodm-Fs}#s%lVIDid0OgV7k4nR(k z8Z^LIWQg$Qe!|Y$otQpa#(&W|{DI}UNgAtt=otAMlKhvVQ|rm7!Azf4xC3GUEv3_B zJr0@y`cTuPH&Vdwxi(0^BFx`U%RAwNyTJEHhZ>1DSM?XuC+H0+9}0MSEjtSPtrUqW zI|rl7ZLgeG(Z|P^t919=^ zqDC}sh0;M2wm;_anATz-)*gxAvI7)|gpVdLW@ga1tnnNK9P0FGknY3ZnaL8omqE3h zP*<5f^zsoy60y8J_*h0QxSq``P$ZtLEtJ+sJTX(?2=KzISj^ScDxWZec5lHDH@6UV14>x&&{;JybhH)L3tnBfRSJdCE9^ z74;t^_$ns$m7t&LZNOlzAzP^(^7I`B6^ob}mO+8!H{#k6&`wPNMsNxn$)nFxDH6{6 zP#Hui2oZ}AS~$0RHe}Gi=#jx9{0G~j1&WHoS*}$~%OZZ5ZoX9vw?*;*M@wXEF6ZE^ zm1s5sa~UN%IqVr9e8LQfF^l1|i#T3q?Gw~g2oICL2)krjHLNA@Tn1DjbaUq+ezjCd zYe^BgpKO3(6@zI(2-QKqv`nUNq|O_+3=DMm(>rH1x1i2P(Wph0H#~St#0;1vj^}l* zsKqVJ8xC8-uEPcBM1rO@VMEf13q_(@F%{qln&u5_(0Z}+%;u$cp0&0)jnSeV$XA6m zoia2Yf-%Zm_gRXf?b-#ePz3x0i`^8M6%xY6+MTr|)mOX5O6F;O12}mPoN(waYeCH% ziu+q5aA^8djxLKL0Lz#;2+tM*|NnqXO~@$)FAk5gHyVVfq9$Rcg>|_htu+#5lNp~H z#DA$UxNov8KksirhA@nxb6}x?nzIfO@v&T7Fre&%`}P1a3J30BSCPSL3)yK7ihBjPl}E%^MSH>K}eY=Vza>#&0|gU6TAH%J?~_+eQs34@?M z+?6V*^8y!`Mg#A=43sQ!6p`@F2Mm}{?qKbZ!ZqxGzZJTK>&qQ$P1I;khgCTmI$;3? z9AdPv2*A!_5HY$nAGMnF7WPPl_bRgY+nj_ZPK|Tek!Xx2I{=dEhjscdF*L3V{7Vas z6Bs)jq!BIpF#yC{;a%g= ztuJW*6L@IQw2+AKi3OAmwx1#D1lrcK_fTkY!5l>C1WY`PT|IxE$z`Kjvs>PxkIrIB*sabpVo(B& zLY>}2Jz{liyF_3B84@~PtxoL_!eKjL`pRN;2H`+bDxx$LOQbx?+3`&V^#&D0PI zfS7m#n+YLYCsJI!B=}8*(A!pJxE$4Iknd(^iJ}#JIsj8+3m1y$^NtkL{#w>4IsKOL z3#yVH`6tLN=SLj_L@d}Q2Ink;f%bpkXXp^@>a3m@M2!IP{$nNhmUaJ*6)iZ&p!v787*CA$kee=InPRuYHob%%Qc69ADC?`;083^20!p)w3gIMJP?rqAY3o>bk-$(fn(SXb`%6@rZnLxai=3<;i|z+Yv&AB1!Bw-JY%8Gx#o zGpiJbpk!M|SPBECsYN)H!93}{lvX2-^;~}tKu%#?^sumzpyLr8k|hrJLT38JZEg{A z#%nd2xy5l3IqENaTDK(d$a$8#a~J!_5ZNQ@)wI! zKr9}&=38`O1m6WRZhvV_#|%298_4gT)h-5UhN`SxBY#!G4zvzY&=-dd`mx?tEN+2X zzyauN9?N21gu%M4U0fmYG$9atpZ9~P7H2DFIEsD z#Jf6{gAo)5H*v^ZA#L;u*Ps*W2yIV%V3Kgti)SGqzG1o#>xXO1ZqA-X7NB+rh<~p` zO-%poXA!*nc>^VTy3oUT$}ct%LZ|bdfFT|5OG|;=)VanV)IUAp`>((yf~G}ciDIWG zcvl(c2haPE;-;v2J+b2({%RG5(m7)`uS#*`R0{~VG)n6^c&%VcWWuh72Ey!`H={WN zH&Dck(ae}kn$$^B#_QDx<_nOjK^S}-UWQE}e;%D^oH1(|I-Th*(8w@}6Vs4A4-}l% zalpOHz=@(FyCslK;RcMcc9s00N7=oAl`JRJC8On$cCYiy0JIMm6P+R!tPOP+ZeT#e zC;5AKY&)K@kOuBGDa;Cj1RRKg71dWD7OkktdExp+h0;plH)SJ)9!Xg6&u9vum5DEB z3K@5e2L2N2#icI+!9PMxoFx^UkrR#w_bRCf>Gpw^*uvkDBs2G!@&;E^5B>%c=JmMx z#lL|O<{A$F)ZGj(lGSXP8-xZ131@jq7c>w8MzB`jLk>nBP|5_x^-B~b#0w?lt&?D{ z8pfeoWH-2v@FA)uYBpys06%Qvfprlc@kv;O&#rU?@u@YRu$pvkAOHp!%CNb@%CP^2 zGBX}5slRCwk03nD6{(r3(ivg}A@txoR09x`h7R~Z<(cOXHXBmFs9}MOdS?b2Lo$&F z&n^aVIqQr!s)qXY_+4*!A*Jsf65=F$0w!o$5Xh>g#O(_#b%6xLnLtd`qA!+0vRMiJ zl`zI^R-K~Ywf(%Bky^8)yq;mVj`|QIF-rfZijgM&r((kYshHMiV5^9$Z0BF|f}$`5 z>902HscFQCFG{kfN*MP|haSZ*V&5sBQwBo;p}z}=$W4Q0+`w;tx%Hv5*c|pm4jLY2 zx%85;ZRilg9HBqxe*lTWjX2c5M=yLk>QD*-;uebrm3a_S@T81F0oz}s@sC@70l8JU zre3fzU&63=CLi6bUo31p`gWbdeO-}Kqjx}AKlCu&736AS|0~F4 z)M_^hP)@1t3ij;A75@{WK!%IGa07Q$<%S6S=(iU3z^(JZbre>>HY~+6ES=dvy@m@q z;SQSW-{o3?`7nm?7Ke5s#-3eJq+?ZqM_g*n$K_Bt2(jvn=%s>UbV`7XPb4(eG|XPm zXmKb^>`O+C#VEp<;`AX%Ft@wlMM(q!cFhO)0enzEkp`IYT81vfCdQMVH(>gU$#lvu z77-}G`q@UYx?suAP-qFSD*u2L{0ZUGN~06h*g*;=5ZglYuyz*t#17PWmNJ8$ta#C(&hcjvqIT=@L71U7G*%-_NAVAN29z^ip&`>C{dOG2%M zB+DgqYvn*}aDE5bf;re>1VU?c_4iY~2MQ(nN9A0EZb9s&?3GG^$kGWL1eDc7@=sJl z;C<6W*@o};rtKW*_qH&Gv4K}0=4s#XrG5>-nz|v(#Ug1nZ55)+=-VU(LBggT?WYq~ zK+lo(MR(a=6Igfpk6FN-FG9)D@bmxLX#2Zwfa5n62bZ%QP}BO~th&4A4c8&=)syD2Ar zN)gmCwrj_%;RJ9A{nu>gL+&*ZcMkVk({>KCm(;B{5%b{3Lm}{6#pmppJ4B*nX|awd zA7PRF^nMbc;;s$A)kuWMAbk0v2Ae2#AA{j^t@C)@WzJcYMhW3kA!^0Cn z?g6m)jrIVIOc2jMD1mN)Bs|dXuy_XeXaxg{2GoE34#U5G2TYq6Z?f#SdPIY>JA_=i zT}w(8I}~mg?qj>W=^_fuc>FYHr1M>3uu6G zz8G4W#awS3Z>!o^c_Aej-{}z7&sDZq2zQ59+PQV1`f?*@+GUCl(RmW%g}GVCEEOhW znt+mWPrYRX5jD<1y$^Szyezc$pj$5Pe3e;w(_PL_(^c@erMYBTrd~t25mc;0d@xXa z&2+V8?E@b2SVVGsjfO;TJ}f>rN_9sBjqsElkO8x(j+Gyk|9XmJvE1mu&}*MQfq$+H zR8#xc`OGa|E2Q=Qts_>RBW4>J*ZC29$JDW)_6;_uYQn7*ok@>X>~_w5w+_i1)%g{a zaJMeWp+od;1!hrsWY5dvwl7oIDn(?zWh^TC!p`u;W`8Iks1&(8MC~=m6LNgf!7xe@ zNDEpjg_Y_A@-!8T?ng@pZGSCI+D%xYyxt!Tc8|<5QinJjM_stSh<34{$B1jz5y2Uh zc}*=UCV@|n*zdM3N~Kl5%{vOtjaCKiiMujWi~AjUksO#eV0eo^jkD1WU`YXXl5~F- zhANj6H4Y~+bijJgAP)N`iZIMZGqSneM5*$2?^qfcoMZp7auu~AJS{fRw>0=pw+i4v zzd#HMEL>y=hdmQ`=%J%|1RN6>n+;pq{rS04HvpEoxngX#92bsA_^1u5I{uW|b`cSx z{~2`V_RO4eedVBRRt`8j;)^P&W;E2^+8pIhGz4o4bXR*Z)5ftMeDkDGq=EIAz4183 zjMeTS*YNKpv1=4OW_g?&>|a#u^=pfmhwG^HhdMARDWsR%+WdHu9%r@R)Y>Q+uEkt> zjfO6hk?X2`y+~H!`aSI8ZgiO1KRQrI^s0Dd4fn2Ci7`y(NqHtUa~$1&Uv2K(!71cw zQ@MF1wI37wOKD>Ho_^@6B$`gjj>1f78F2_Sv-ND-{dqObY1`dzlf7lfM-u#DaCfSl zNrrwiqm{_5HNvX=BBhpJUi^=J7h@%5m;}LuvFqjYzW`>-03&5(ay%X=@ zNN?Zbj4{*Iuw$_5=Z7iz26^>Pf6efiS5ry!l5dm#FO97gI(9ldoF{p4pO4q>@{b7Z z^hvWW&N#zDsHV(?6z^Sk_;!3;>)&RHwp5Kr)^XxZ`g`&$XolC)+iMf+)$|jR!EK@9 zulUYamVpmw`=7U-l-`9Kv2YPO(WpsPzr+q>Jh4!6>fr=n2-dNbN1dbckn_HvY9C{e zLIJ2W_cwZ<8y6Hu(ZVEY>sDikdi_aF*~>r|-qF(WzOsKnGv-MeDi_YUlb>!ZYHMou z-~>geP++CZR!S@N{bxg%oR`kGoIe|#>#>BMk9x%Y(B5urIA22JJP=jvke|z?yT!$D zRvPl2U0Z^q*eqZTv*HfNmS-X9Ct`v^!Src+5M0bznoEFOU^U#sD?vL0S8a?Ja(AgS z!hygd5pMXXQuStNZk6|lBi9hAZo3op5D2e(5^M-X?HEY-QQ;fG$R_zGszgX9Di#;h zE7E7A0#tGfA$nGO9no(jFFl^D`XRc&EM1mmDY3xZ8(}kEpP)e*U;9XX#3XGo*LQy& z&&^z_!4g@G`(k?u^_LV^R6A?a18&K@*>Esfg|tRVLbh^)idjjttH2+ z8S3);)2?{?p*x0XO{Aa9_Lba55(h*XO>pU>H>Ug-u05*xJHOiPQyGN#Hc<2B!!ALU zwp+4)iJu#+uc3RgZp|p$TgIfV*{<|7%q*XNggdSV4X;Gcm~rMJA~o2p#;9+rJs_!; zWmwJg$m!t*Z~dtt}?bm@&r}Wvfj!A3+;Cw0IryNpb6@O}b5SX-K!g zkGB^D6*vCb)QGLPLL$k&Vs7?H|AnrzE#0xDT?|<`psV-J*3Mr3VdX+Pp+1WOg)?;o_{=ON8jAn4HwGAG0?LaP2iYhPR!qCbyUvMA+)8pN~IaYd& zz9Sv>K2iGpro5V(f#h1D+v#nMfIuk$A&OW(Xa&50hYwa$Q1t%BBmF|n52Fr&6hnr# z`QUF7)-CKB!cIkFWPXBUD;6<_*9IGQg{{AVB2X!(n`rdcQ;R|V0fEB!D$B1w-V6~P zZRNZ*O5)%uro50>uI5rGZu-`&<7a_a!E^_hR}#rxSPUyh)r8Wgq(EN&IqOiJaK77m z60(Sw%)qkhUm&Dsqn?grit|pB)4Re5Jxf(}^ags9woAh$k51w1#1=gqMmE!^ zNLkBBm1yQ~P|i--ctoNPuiz{+wZm-eV{B616GuFO(9PZ?F%Lp3(u)Xf!fGdc^&8bP zckL0qc?IIhg(X>EBsZbp`!xoetDbAR&n1$JLCslCuS((9qlG;AC8^vH{_A07{U*C{ ze!2^l!VE6Ny`gV?Fcid|{D6gSjJ#tvaYJPhyB9|4W($CvaOqG=- z(>q4I5jm;nsz{wFkqy*T8L83MI(`YzhFQen?Rl}ux^KyiW&#Cc*x1Ul|#1?1cu6}CbdHm3_Ddb?phS7!o#iPjbtDfN*uWz zy4XkAc~moWg{(+j@+pT}+)xQOV?^G}1sCt>R;I*VtwEKszm=G{-#W(n66T66^CIY= z1ARb!R{nuf41({CVBfx*LI*6cj7MsT2)xPJOxF)f4Ht12ga*dk+4rHA37{8pykwt$ zm9{R=B|%?q1~=$^WuBglA~TesCRyGg{^qhn`{`z7?|pWrMW5^G$Y^|%-1t@DkIPWm zpNIr_ZWpLcyeYQn(h@_ya+bxp$LDLtg2&!gqT=JsX~qDZJ|2ceF82TqqmN3rh6I1i zjsrt=UdgtbW`*5d4lRR&I~u+>=JC%WVD0Xy^bb8KXMwd&cs-ClxBL{}ps;ISoGCOs zS4Ll{(p6PHT1~%}k9twY_VoCEpr`VhLCS|g^MgrhQ_5?;!LhKm^FsWxPw8$Y`>4Lc9b_N7`37G(od z))gu4)%M$`3+j~s#-!Cs13q{o-Np^&^1`&4wuyVD$ifxhpZnp;4-6g6L9;%tIKu^W zGd@v{%u{#dj;x-i;oB7iG=W)fq5)T;`}BAaku}_Lb+9cKwE^m;fBpYbe|Ru4v6 zJ7~o7FD>mHQB%S;CF{-vX5E0iI94la^gq0)1F%ke?iMvujez_7$CDZw{f+D^1R$FZ z+9Rzv3YgsBczT3l!(T!NL9ID|NvVq7K#4HfTU{66yd!>{I_MH=tAIksb>yw=F=U3p z!~TyFeb9x+)mPRJ4u##9t}fb1B= z2=f%K(oWKhTn^8=qq#3et$@rm&2iwn%OP`G%T!Pnfu2u_mSz;+PISi@Yd2=TrC816 z>{L*inWo&-PwJKVxHL>aj%2?$ZVoe2+7KekJH4-2Uj)=|c^+Qw2l0tEggJql(h{r< zwM3`~ELOQ-znbzl$DHOZL*;c>e%lJ=?&fU!`t9+q>hkfVUnxCbzHX$B(uU$>C<^9Y zhTV%aE||Vi^cC-#v)7iEUq@eVL)F`U!IhHRa7>t=vzUig>D<^T^OvyaPD_z*v~MGA=FENpdL(ln~k1Gw(`#AUU#;!qR(!mR##(ZCVMOA!exwATboDgtOb6nx;!zt z`;RztCc&oL8DeN={?%dg)=}~IT4%q2Nhq+2z28if!olBQ{ogG4akjc}FpZE^}7 z?<13`RPty~DZEqzP>}O4ZDmPm^ED$Ato;7=J^0LdJraZF=H;<01hDUK;E0@rvbj%> zIdVlZsxmPexOUMvPZD2>@-tpt`nQem@Wi?*c@=Ywz$2g?J&hzid%Zf!xs0IkqwkD5 zld4T->mu~)s*P3lnY4m0uQnLFBhEs;_NV-eb1YS%99{|JQ@*46^HvaBahz6g7DZU) z+3VLe=eiVK$M%y+aARh5GtV`9VwV-S@71az zI!u9|^oxGwcN`)aCFTt%r`U&t}0!fJ_6P2{gZ7(kY|}&5D{XS z~!{HVU zS(sL>pJ)80Tw27#Z&Bj?M$5w)NW$!T%Omz_$fk?TW_>5_G}NSw zt7J^uG4_q?hBdY2L#Jlcr0LRThhTP)PHvSWgM;0Ur|Q!3p2Lp;VmqFeYl&b5uhXk4 z?c=cl59HN8Z9-t`{7tDotM#GpaBpU$QnTEhPIj~d*lCEA7M&jzO?`4_Fif?N`HqEe zbmkzD7j z)AVdv%4@Inv=3PKFr{MEYv;=!u0BdjX6{{ZXg|2CcjjDhbi8jp@5}?nje^=;r5YYN zReEQoG-3Nzvsvf7wLwJ)*^XN2+^`vpPA3{(4A$fWsf@0V%jXYQU-3*~MM&Bws7-C& z9mV>NASSDV?zN^|h)fPgC=Kigl1|*4AAXQ3P=%3%+eZJ0T7Sq?s#Q!^uu^Qvm-N-5 zIp5_dG|2Bif!|ue%(p+=KZALC{(Iuc*b()^LUr*8nF{Ip%ZVxroaQ3d@up~FE8 z{WT$zcN{K5?|3%!@1_ro-mAFV3^AjF5cYGh7r6oI5zox=zx1L@1Paf{%Ajsrx(Hzn zts{nEy%m(2JwVZ&cCFL)X?Sj@vPqt^d#~f4cx?L5%_>(7n<)i`Ggut^6Gq7aFc(HC z6TD{H?|#h_w=OQlX^;Da2UW5<866F$osvvi?&cET5ZxN*H9xA;R{$2!#v|PKoNCHE zEYhMA5fKaC*`q6DW_@Sr3iDc7=Bfe)DJzq$;3{q2$sTK6zN@?K+k=xfQ=^aOn8_ha z>H6g%5>4%o;tS0b{I3lW=T4PwK8DtZO+RvaNXUP6RLv=WRu)jlZfE}1Bm6U;cJu<~ zJhq9+gZn;PnLH}$%kZe#^InDa(Y>=_s;W5ZB}3b`yI70=lWv|qwr6E8atlq#umufd&IVsczJ30 zY3b7&cc%VS$(`2%quqzy^JFMXrR0MAi<$MW^WN(vHxbuX;*6?j0@}TfA2#3S`q22l zzob2N%i4cgc4;44lQVtq%H&_$C^5tP81Wvv7V$9V-)Op4%(3-T&5fKA*CM(ceR2b2 zSNGf@-pSAHl@pcIaT?uz!|T9*!OCI!EyvJz5=Ni{fBP;{*O_YFhZVG?x(TSa+tc$8 ztq=`dAy}d6T~N&#D2uTlcBrYwRjoL>U<>9+QAzm20T2vePG9U~(*>QeP1O3GiJB*P zgrXGCyB_EA_-_-Z6fpXh*!cE$v$xAeoyULB&TZXu&b97eTSekZH8a|>=wB#=+0A&> z{4F9{F76p>2`S0$5Uo`QT8P-9y47 zR;-FNzImoTN~_o>$N*?==M355#^7=4)Q z#pooe+9xzqd}P%Ag0Zso6Fg=fMCjL28~j_bjQ-?%p@`=JvI@56OPS z4#Ael{Yb=~Q)JC5mc2srxg$06;?z^LP3Roys`|OvWq4v}N2*V1NT4&mg0i@y7^G;4 z0J-Pzu2NpyEDkuaSqP^gA7-BXERAql>L?@rjzxVj-+s$cUPg3eSm>a=^E%F*9Wt<4 zvwSSKQ&V16KNt;pLzXYKIGh~K$@pTvWiPoYQoo3&(BVaMCB+cAwD=LY{p8f(2BWo> z-h~Lw>M3*3A{XObyb7M7-lpw1@N|+@?lxfhY_%rOgV%J{WBBzCYtRMss8#)OUB)j0 zA8wr~;Wj+Y-_>v}Ez^rZuNTAOPONRH!z!f_oi-8 zjr!Ic@H6chA6gqe-_kHsoA9pSxE=gRH4h;81#arbYN4w>~{w)kg79%rcPs_F@E%25UU_C8h;-XvlmSBbq!GY3Uo zRP7FNwGnU$OhIvo_tsDPJY+3~trdi*YmB=tW@)?0%7c#$Alri4qdC zG9W;d@vtjeef+zlMu(SySdJ{M`p*VgMpUi1beCwB5!i_DqLnwbT}Soa5qm zgJ0|{--U}uXR;f4-ugf-^_&6dUU3s#`p@kpl^|MEeztXYPJzcrJaNcE84?`q7$=}k z9DIH|C6+h&{*~Ln(kw6jz3!^^k*bNJIBSmo9^@U{T{)gdXNs1!&}ScK_aZx|!7!r4 z+iN=gKN2$rC^66H+F5$L@q}rEmWeBEp+^nu`cm^PKvG2M$Fej^GyySk_Y0$&bKyJ< z`GOy3wiA#~me_3w$5-N9@3{OjRkXu7?uAJMtMAmMRi~j57so=f4V5MMCR}YPA%m6J zccT03^S4Qky_5E7TkYGB>QYL9dyrOOeP8 zS4bsmF5UK_Nt>@XtnVD<<;-hcM?_&5`lJo`W){Nf?C}WUz82t)H4`2N z;B~qdWNcR>;ammx|525_1ZUy25B}6K6@kQWITiyoc2Cl@KyM4EDnAUu{T8x5$5Pf} z%chJ_VoM0$)y4lSDmVWtD$Q|gSN1lo-Qa3FhO=cWKOOFqE!UTNZJ-0Vup!JkPPlcM zr?!{n)!wdzTPn^?if?-2C(WQ+veUQr%q)1?uG~GJ4UjL7tDg0DoaOb$>mjdJdRaW5 zyN;R%w(SG}+u84Sh-(R#0vfb@@bs3;-`!CXAR&I#dzx2Gqf%Re+Epj$u{4fwaWI8+ zR2;@T)`@t)qE>6j^Kk?J@!_5s2_1Zqkpd~&zM)f4>UxbLB@@=MbW^2h(G*V`Jkq-_ zZTlhzqnHPE78%Cx^e`y?uM77y(IBl87v=l-+mfe!PZ#V!OK+kod*--sqgUk85Vhy$ z>43Jzqm7fT&FYTkB$NiK%4>z9i8qb!{r3j%lNMn6=uY^io79_ z3|Nqj_?PAQa!8zn`)ycwuJ}*tv-ssuiAXzX)E}_9r?kvMA5Tv8kqXHk@QrvDP%l>+IH^l|V?nTPM84 zRkEdak6DvkO9=ppQ8#ky=^?d2L2Y9AS%e##$V+CRqsFz+ldR;bv3@1{e5EJfnp1GVM|aR>)HYvKexILV0Qs`wazi zSLSHz7)cFYQp#;LP1grUsOEJR zyNnU%dW;Q4$<#LW;gvi~)c;>uK1pjJ@0g2Jv~=u0>GY7S+WxV1QkP3S*-&>KlL>Q3 zE{Yp=H^){IE~+qFk=m+L!a{k>{zmx4_1fasO00jL2gguNwexL36dPCw=`O|$_kyp= zT?JXxp5$(EayEq0;4J!HJ)B#6QL`X|l#R6--(t>ARNxP*W2DH))1OTRNWLs^SU|-{ zZ$yX~?)5%JrBQkx-Wul9NPYemnuG|a%8!HDHkDU5U?;hC`&(>qe!-z4r1*?_s#K_^ zj5|2m0ykl)A7(>>l|}Y8*|x5w{#@|k<7^bM#*#!L>j)#_oQ5;3;;$AA!xK25uwke+ z4Xm;Gm5@-MY4XiHgiuP#uLt2LAjNs>d*V1TdhzkcJ@J&q(pe$Wx!vuNKzmdY#H!ngFt1sjxCw;#*ewG%jGj^1Ph`XBaYb>yL z^r$LzDLHm@8zi`njF?G|eSA*W_~|GmkKD-lGAQ_3PC9)LXfwHvAdvI5Se7;^==}0l zx$~eF?zwZ*rYlYUVH5g;ha|$gz&!QDP4rn%%p}UYV6ze&zO9AT+RRn|R|v;W>8VN1 zI&#eK7Ms&t%cu_+ErnmNCJ}djhO(K_LvjTFlwZO+f(y!XUH1fPw5P?Rj`}A$cP1O`Me@RuLP0JkmXHzhv`WpM{a{9C- z4as#%>e^PbJ#W)Un2m-}9l_s$4Tk_^K{{Yw1;&58gV_0&QT@UAGve_A0AK0XnUJW=8DvQ2nmPtVa7_Be4p0&48!gKoM? zBt@h-$a!c9f>%&})S;{BK6Mxf&Us89(=5SSVSglFKsGIfz^=fb)_^wO(2HHN^{p5bT_ zH|P1V)*mhdj(Ct@w+?J@yv@WDYT5h{*i4mwoKd`3UvKy7zAX8B*Wuu_Qu6r3Vzi|b z>yw1=zg9NDFg?5TOb(lEw`z5=-=E9z`o*V^3>8GU@4rwSLk7fa-kKPuDBm{Lni{9t zP>JhC??t7rX0v-tJBC2*ZMZ`+|qPafHLv->hfus3S! z0bBF30UOHhr|!3{`RdTg5Q7$XcW#{{Sfwv$(h|d!0K#XX-1Iet;Blf#{hK+f#|^if}Pdtp`Ob>k=m+=q(6gAYNs)HXJI=4db%?$mJdG|*1Z8*rvsojZtL_m){3~ym8Oz5E`27Y4qmH$SiyMz&WNZOEh z>O8v$nvX_RnFHQyp<#!cq|Dg(i2G9N9ylKV1{{xjz;{?0S1|L*PHHSWeDJZ`2emYe zh?95;)IKz~?O>U(F)AQz)8aN9_k*+Cgc4L2Abq;Z$a3O;^gQ*~<`5IQ($X0E&{E>~ zF~h?`T&Y;F+it~_9-ZIY&8B*X7ZwlLEdRJdYsq;|O}0sG^#%0cQeG@&u&cc<`ED7z z>bI;m+L%1@;Cwutyq7;)+nF+FKJ5#JMB{GS$!lK+?9iP$SybL-$~8Cqf)>3KlH5Ap zl7?|_dz&x*SgzF*4z4(KVri?O{%cX1ShY{MNOIv3_m@?O_gyHna?+7ZstS{yPyZRw zgx#ap*P-V&Cp;k^+`31*lye8Y1Bg4YveUI3{3S-*7R>>)l)ppqe>4e^>QMPb>AwSU z!j#*;195>o!@sl1(qQW-CRhCrj@4v9DySHEMP0%4UR;u8g~XhHQNRlJw=cr67$y}W zbN-zpdIYj%c!wOTKFCiYcQ@y^#43~}hL7siUl!EiDRd}H%pcWjXCzQO8dH=6Agonn zZ?OpKlERC~2#8H6QN&DZ%KRy4kGg3!p(T&_)CVB+LmzcmkU!P|eCi_*`l*i^Te#YO z+oMXD6({pyjaQ1NT^XFq1-3d4bvTu?Jf6JD(;i%<%cGDF`ch2WbA_J%DwM!dXJJ^m&WSXoUbVamzj>FZnr$& z{u-GnRebhh;SAxL2$_~fAV4Ft^`DU${?Ev~X8qFgfuC6{t2i?8x~DREvm#8^OIeF=+tDypNSD9btq*u{ zW#IW{nwqfq@mguBAG96;RhG?TS(>o@{hfkyhLrLGG2D7{eIv4c}ex7GXxohj;(2+3KBsl^hYiP&HBB+ zc>z5;gzlgz826JPw?~1z(_d1h0D?p9>hUL&u!J<8l^|@px;TuS`@9@d8I%YY4O58T zofq_k2CVZ&=DXWdHRco?wp{8xe;)IrGPV&b*PoR}hkUvM#z30^&)ET?z@2gAxS%1J z=6rvvaj>lV9|aMo9|)qGSm#E<&0=lMd2I8*6rW_hz%jH7R-bJ?eO?CJXun!{KzA`H z(ew6ieP3*tm=DfF4h_3n*$75?97~LEeY}Iwvb(-&`h^=kfQO18+=^!iy1y;{a(bN8 zrzMJ3VypfFL8tI8E z4-IX8GlSs*ulkBo-+RP8)cal^5vVxRh?2E^rT_|uhgg;X-0E}B< z(BoZ5Bp5r0))9wl0hlM~{7>RVq9Q1=0HFjG2vj{mMOJkFUhKW_J?8*#bwv2h1~B?w z{K{U?-t+)W>^!ehU&_Us;J0kWokzJan^Q~qBKcp5?t#uTj z(f<>&FSG5dIHmZcTz-v+POw`;D~xlUb9}EmZ;U-2$h%nhj!y7VeS!{5pAlEt9ZVl@ z*5E+6Eppxo5j`lu8x^b}lW^jMfucXGj|3`|ue^*{y-IMaMLhg41Ztuf!W|PS5#avs z!Zs3alU2kTHVW2{j?Q{}24D#ejukH=)ua~IsUL+j4h$P3Jw8TH9+c<>-iZUKWg^7` zP$2^9{fQ~BGUTjyhhdm@4@mN1ic^Qg!elVo3}h1+C!tbF_@xdLMgK0r$7JMnQqqdJ zq9} zj#SdT;68G~HWcBlE}g;?m!FX#s4SaOkOhkVoEqWaqMWd(&$3*d1G*m&S^Ml@u=zlC)`iZ%;)dK8vb zwTr@G5ttH{Ab$NIC}~!37+PQ!RZ=fF0Qfelmo{p!-#|>rBiKO;N7#pSA|3rJ@%Iyh zL7D9kGRCopz?Vbo5sI3%B0ktD*z@(#jHQ&Bn8OtIiz;R5tXs%jSMv1Z?i))w=*t_u zsyUagLI>G8Vq%KB_1iERLPHrL+4&|^7TffqD&~7NoY!?mO;w=>xk{$%G4THNK9ZeYj!i4{_mSjiAz_ntzF8$^}c?t-)X8l)lA;OA4`W2aE6;G z6e)xupjTOjW%fKz{*FoKAtANfTbCh_Z~cKzJ_Nk1XKcU4BcD5c4d~ElcPE}~B>3t4 zou1ivRG`$$*ENjHG5j%K1KnhHk${u?W9i!vpnOmTk5r5Osp%y3F@`An`*m4be%o^a zrSsry78T7Jx+%Fg0pq3`rsPfgSOLMb-W&VC}%@=K)K@MAImDnj$x!*(vtH7qMW;rm< zG?k*tttj8!oOLgraXVY7(bhruOKvw@mz|TxMdB#76zrRASePN|_o>?@f7zs*@@Isu zb!G(FCiBy!@cPbfq?fZQm9u;;mPQx4jpqlxDvgzy+(X>@Vky}MvV8jG=r!2NtZp^3 zL-+khaaw5#tV=CiGt-sI(=4SHlH^g5_6_>@i`kSxroXWt1jfF4 zEtn7XPHIJdx$z|NS$fR77?=^}y0Esoa$C`}ALD#}k8`8o??aas2n)1QVaYwsS-(RP zdGbiq_SWI>ku-jQ9}NO8>j|rGh}q~XvB2~&?r^F*@{C7KB+72j>Sju3yk2#T0h zR%iFJ4U7jar5t0u%AB|C7T3^K$gw@jvwlB=A?1l$@Ez2zBVRB#2^n)!8C=k(r2WV# z<^ce5_PFB(vhEPfr6YmY3ha!J=_CG_Z<`o~HxvIzRy+BGgvlYUr8PHh9rONc@v_E! z<4Ql6O%J$L}8nQRGqsN-E{=Nu&E8bO3V~jlQY~Sm1|>b@GCA72%zG7 zRMnT|<_BL+M^>(m!|F_Z<{V8tXxLWIUs=_>XlmLgr%b@oueyjf<4g5WMbR4ZQItwwr$%s zPHZO=V`gI8)`=!OF<XUfsL9E5G4pte~cSmTWk~)sFAB z`yR)Z{;q0T*Kw)Ao?f=1;%byo*SW#=h}gqMJfr0}DKawYHPUb!*4l6s0Dg>GJd&j< zYVGnbx!D9HXF`I~Z0*{eI5e+eDJp9&ZDHz9Z9)3s5Pl8Rkn^QQ9_t~jWn z*4IIKMGuT;HZ00=;x9i5~a3-Xzw{-4Z0Y?uaWm5upxu_DhvwTa> zEaawFk16EJT36JIz2mPgl7e>dRhJF_wxkL_Di2HTkea80SUJ}{dtS?vWo>F0Akg7W zCwSQz{s&C!t0m)iQKK(>QzR<4yP zMDT+>aiX%np+ze^Q05L5yPK%*O)(~lr|-QZ{85V9!utnBP5Ka%RZXVhCwWge+Ql+S zyio@h`V7OLPT2^P6OEg4vqNgC4GnCs5=`ED*qgZB_nXq%A2 z6qaFWrt37gvr{w#=e~}B$FnTZd6n^+dGl`|{z!P}7k$xEqj|Y&y3cizq#oTRGsBin zH3eX}T;)Vb4IkZh77|6>9;Lu!b5Ny-2+2p^TPvAr>8TABmNH$k1t~toYj=9eIkaH( zM`Sk8!P%X(e4wE-MRz+)mM4#}8$22@D_1Rr?&KFXDpL5>5#~wi@AX!w~4OK`Zh?Brs(3)<0 zeW#(^FOI=iQjVzrMGK@;G)N#Q0KzYgTSUB^TK&Dpxcl+A@9+Z43)#9No&QGgvTUZF z|Kxvh(~SYqRT8V8iaP?@3&_-r2fnm*muu`uuo*|D_yKA+=#JW$hZfn#V*F@YEi$;f zeSa~tJl1XqD!F0kwUprX$zF}` z&4$~?oyP3`m~({;u{=u}-&WGyS&dNq(HI(;``hcS8@L1Shd=>gyXU{|v(w_H+Crw+ zdhRWbvjTsu0@fj$P?N^9D^C2on2H1K6Ge&HE02InW{)^(0I^#j*Y@??Tu?pAyiCMR zb%LA06}~l+i4^8X_X!!MDFV90TE;s|N^l9y%43Ewq*8z}VC7nDHc|W*fliKJYmX9k z{W+pQ<`VjH&!DY(auDH%n}$wHi?}kl{|q{aUi9vVn}Mkhjt>pZ?>>UC6Pgp<9}(yG zd5xr_0!R9o_+HTK`Y4G4!Uo>U9Av&O)7?47JYH+rGb%|A8zaSsh(9?K*`Xf8X^PwG zeEoi}^+yDI`@ZzmI*2lTO;T9==a;7dmPkW_`OFGO>srp{J=h98&xw{xJ|tD76z9eJkLJ|EsZ6@u5kr!BTB z%bj#2zzWW+fd8_(Ay=WFN6mDba~Upv`6YwrR_a0!9zVcpKwl`}{4bbFmvmKhm+Ss8&x^}q?cLF(Q;16E%4{q1Sk79X3XXas{d7t@ zhDD}382xoK*^5nAH)*V`mOEOGzJN86mgnl@UbE3&A@0tkOa_d=>PIVCVO7q-!d6Sq zEqbcXihrc_0pvmCk7;a!Yvf-%I!S$b*LRsqnu|zRSw$Bm9>Jc}mQ6K5q~p9ipy0KF zdlG0!R4*)6D?i&Me=qM1Eh-Vr&NMoJvwRVJLLPOeADfq`x$7VqOYNXT# zcerCi5WeZ#EyVq2=!!@20D?K@$zuK4p}U~Fe@tO-DuC^E=k%t0ik%57ibWsi+g8?Q z&+h4)46ygcfLQMFsH2w?2*_e9 zKnQr5R0n(*p!i!B9q=(5dfwruKEUX69An_d(ay3kaMT470SD0e;mz=AyOcE^xM3v| z6YP$e)3?wPchB%-v@-9vZ~&c>qGFpeGN;H3eE< z(2rjBDuYu++!F1!%LnVKCZGC$GLVbhk<@x?x%Kq~)iKT8w<6LjvV=~6SbZ<1E2gxG z`d_+&4u=yf0qfBNzTe8>7ZwN{2Ocq$ynKuFR2W7q{~fX1!u8+N82Gro%Z>OB42*Im zF8(9VdbZfUV}g#;U^sY-QyR*o9!8ety;(FL+EkD8|G~imDFfgmtS5@uh#js_>UJo3R2M5V;f%w@(c9Km#k6 z5L>RS$V_Rgjn>0z`PtPiJD}et{k!fBEB9)w%?6;m-Q~48aZG6*ogpA_$ykpNKe}}Bp{1` zzi)~zXL*hHJ)4?+U*OVEn72=k*1?N5V&OO>Yfq-@!v>^Pz|l2lYizwv!L9$qNh|k! zX0ZG0<8%4lJBZnIzzBDydDGmkOfD-6Y6Dwc60hb=Qmt-zGJTF9?Lwz|Bo)`^2H4Ld zDFo+IuwBu~n9O5MKZ8q`eb)ykl`{u~vfr@~;CIk%Z01t2HpTX`wIlqz|MR{9*6>Kh zbb12Ed4YavZTy*bbTbBMD`=%TWtHte@ZUUI@EzaecSh%Wb~IR+SxI=f^l>p;ev`qd zXoqM?Y_jR`GMFliNWv2JWhK768RM%ehdc)D#^H=yrM6e{-r717P(^0U#RqZ4GiW&Q z!`SF$ksx$9GD1%1hSLPVci_hz&@uM`s*R1k%2#?s5w8gQazio+rgrl)>4+Rx)P`@X z4n~4nK{BS;**F0_b^SA;Pdz`e`?BF3wf|!G*sSU2tT#G&9@o@&14&VDe7yf zD<+{Z?h4ouc8{dkiC6Ikf{3Wy-o&l#BwsGUXm!W+`R2o~1Pcq4XZ?YzIOPKBinV?C z!0o~d3t2VSkxOR$>c96Q?gbuqM4gAYr~QBKQRj<>q@|-hYUCWyWQQB^G|y+VpD6vw z%|^EBX%Z5>UK7_UrrtR}c~0|Btjs*}<*`hsSA$a&y+@+B+(dwGxHMC*1(gd*M#rHq z&%dA9cV+_wicE>ZELLgcvEjR$;Df(Q-6ts<4ABrDR62AiyHz{nT9?kBL;YTb5WI9q z2+Io&%V2`GjY?A*Y%)DrUc=!)Q4|n!=whrA0Tnmk_kbszu{!w<^&zpkf9um8c=q;; z7aywNFOM*GvM1z-89a~ezNH0J$sw%J@axy7^hftq+{{t~D-`~8~Vn#o{t(%V5*=I{7F69vQ)hWaSGOn6^yy3cWZ z*mwIw>$zTdE@(kc2_lJ5J!3(v2$txFFjx6tX-!&W-h;1KGzMbWJ`yS2r41@qa=Tzs zjC}8zg4$mB2NTCBf$jMA;mg-s2K@jg$230CkxV~*_P<)`^;(IRQ~*v@@v-jtd-&eM z>m5@$2m6pPw*j?8_A0muLn^kw>Wq1+P(@XP82I5fG)XW{f^@w_W_6K$#y+dLa9D-L#kkaNlX z^$m&|S4NLP^eyL;QkdHU8cG)Ee1`0Bi4l770e;MV4SW!~BH&vH(R|c)Aw=$2YfNyn z2Pt}Ahw$x3s^#J1aJko-HPr-lx*SmD%;%x?^E3FM2m*{rR3-5;3Tjb5)Ck=n9wuc zeP2k4dVeIi*m!=i0lm)h83_i|K0fY_`d@l?uIF11C*j{CRw8v{OR!=d^og9tzT~c7 zeJ{v}dX)$7UVxU)ccOED>XbIV%3}@Qow1~tg1087zSKxlw3x1jzG_3LS5npbQagL} z&Ffzy|mu$t-dY%yF_-wz=fNuOFt;uy%3*ZISP z4FHk%5|*%XR!dCu#qwyql3|VO>=$nnbt>axV@>@@hAZQ4+JPti;>$A~B~xbfs72%s zu;>7t$|mVE0v^sl(d=q7 ztS`vFJ?5ApPvLhw;>d!O|1NdbffOCLJ5F5-b76RMh(D7v)-in=@>Kc90p>y{@S@FYTr_($hiY@41nw9f9y37g zw7~w*H6z-I-(=4$6lD=x>fT(?Jo_X9JmWV@+SEr-xC_{DC^)9<9+v>CI23)F&y}xj z2e(lXd=KN3M{>|HU7E;B_+==!ao2At`T=86+$vH)qnrA|9xTP?JE8e_Bwb$B&zg%b z7UpC7DJGIG?cmY(jE=BgIYMs*myKVq2)&*0d1_DAsNtqjK(DCh_az)F@mH~?Uc>yQ zQ@HB4*PKtuFER4I?aD7RM|($}&A9^@<1uIRA5P)7*ox|EgYkSuU~0(aEA0q}$aavJmq0u`%LsI)fs7xZ5SRU2V+POiXxK_G=A=F9${G zEkwLrx>D6)_>m>ID%ga@{~awO_UL`>+B=|vnTkyu{v?{?O)y!c{!@CzF>=Rkd~<7B zh){A>Dt)E_N^oJYv-79UY<{7%{v)aHW?ZY1C~$*5_2g#kv=sOr9^5V{V0^s}o@fVd zQ;z);k|z{Tz2%T6Au6>~{(zwu^`{Go)b|D8$~lh{u`*t-({;7)gENsZ++PuPKc3LEW6s}z*!=PPHMEFV#$3PGDVJnhVE!DxkzQ&Sll-QRrhuSX zngm6=kGUnd6t41x8c=chnIeLaP%-M}_i1XqcVJHy=kyFgSk~^^F4p>AQ2YnUIOzkc zR~-FPPHqMIgd4(LTuETfd$Qzp3V4rm@J*^c=(mrWt=)E6ZRpa1H}Ebz2tH$-8~_~FFw`iM7BQH)}va{gHa zrZ$m+`zIO+ls=;?;KeQmB{a6Gbd%N6h78$AFQoJ5Bio=QPIpKBo3Npu)5O_N8h`C} z<1!t}QTp(~83Y$4-N8rJ#F?ZHt)UCUnK^FNlAR|KBkd>e=^`#==HUCHy;N8h?t+hgD01<4j;73aTg(wrs0Opk`B~+A zD0%;bo0p)J+m3sbv|gz+r2HbH_r$D9*#{wwogyvU!j&S-`7(`MZaX_*@XRbx5j~r+ z>Y~bCBRsurt^~PtFL40o_dd4fNQXc~U5>O-8)u~uyrCI>0d-1fMnmixa0Jf^jAj?&}0A>o#0@!Q-kC4&lqgEqrpa>Nn%rPBkJq za>3%dB!OEoDaxyueJ7|{G2l8ocn7KoP|~wgQ)+w8C%&stWN&MY#G`e?uKBe_IIKy+ zzb!X7_bWW1`~LI~!%ku3#he$$KHF46S{OFF@iX@8U5Bo1x4>n+XopJF)xV0BAAA11 z{2dDNLI7Ih-0Lc|;)x0lXybx!RZ>)c3r;;pwltuHVD~5#eh4}U^4b6k8(#g;+ad4;A(WfcgPyot1PSMU9@~>uLadDw32jkH7|e2TelsVt`cz&% z+<;Cg${l>~m301)J?jFr&Z6x>sY9rd1Nn^kOJI==Sbmf?bx2@yah^WaNo%iSr4F=F z7iS^a3H#2;0Gi9lA$7?=`jEL%e1>c0!`})zfczd?${jswbrg2&jGu53O7}{Ncc&;R zoZU4kwBK_IW}^yUkxG_M-y^fpAY*lujdC~}$@nXfmz1|@tZSb`Xk}X^eqfL@z!&7W z8JeU?=m>ifOIB?WNMrmlVfcoEzmtu>nR&ewdXe~bCjMSo?DMW)3RSAyBk-ObJZFx$`7SwrG_{vWqB$#weTm^*s% z6jux4#&;Dsx+C%s|K{<6%@!U?DLRTXXsWt2Qz@r7V2j=#aZLVg?r@nfM=`6(24r{33RAL7H>#_ z)C$+&yYZM;w3L~`zXJ+}EmGOm6NhOT(ICG5O@7Pz(!@`9EYDGcUAw^Y11_w;TPM=8 zRXVj!=X|p+wSrt<1BYjiG}9Yvr1~fXb^1~ablWCm>HWt)<4(EomwFA~p5V9^lhCV| z!7f+7ooENn`uNNX_J3LuA#+KpL8Q6uZKygh`jUznVd zP&9&X3~|4SAWJjomjh2%8IfO_a~1?C8w(N^aaM-Isin?y`Szq}l;;_~bqn9tHDsh8 zG3|mcu1slZNpS0pNY3B_XwwjLDf+3G#u1_o)gNDwNGCl1a7lt!KcrGFY$K#HJd>B2LN@ZwiZZRc< zY2oMcn+YqKj*3Y?vS_H4@*jA_F(vdeZL^WXP%Q9L|H;1vx#3`{&^ny>!2xcb^~r!u z?CKX7)FY45!$J!^^sB<9e?eSwB%Mn*iqm}CL+mI>5ru0?J+$p)6pwrd;uBeZul&fx zirA@i;74R0rf{}Tv|Nxlfufe31T^P7tF8jR#NqVpkyN=71!*YT&;|}-BeV~vKZo{s z-G7ySv)FT0CMa>sW+~KSme{7K0?JT}c#7}pOS!(2hn--`G%fx;{>cximRp>T;?KlJ zzQjKV=UAKUS`MztFFK=8+US68R97+G;g22_-y5`*kY?U?rU!&BO~Oz(R#=`CEqTD9 zBr=!Ge^)NZi2x^+)+wiULD#BN&OKX<{=TlZ&hJs_rmJ&{PN8$C1shgAYQ~uV(yl7a z_u4t&kuvFx)Z=5i+sVLCahuv>9PF+Pk2J>MX`nzY6D0?@h7wL5;%=5Z&vZc^3pv|_rq7z)(;i#fx^NZDOF8Z7szh%(?7uM<%`5UGKE( z!oTt^qlv=Qlnn|CZQxKf6rxy@#J`dhq7;K(tcWf=m!EJ%vlCOnt`ft;DO~k-3hF=r52v`7I39W;1rnVm!5c`h8ck9$|}ED;nHe>l?h9BLC`7o%1+1Eox_<7 zy~v}hmW;EGpA;L?@_crm5=HiO!M1Yu#%dHNVxx@uHV5 zDt$gg(Je037=ME7kB#l<(!|M2Jqx(fpOx#bQ5SvDCghj9{w=+!)IhX3AKq1HIf|Mts z@T&t;uv#Zs?&+CMfRT5zl;2nU%MD{z4NF#6^wvfDghvj0>DbH5j>8mKgSKM-4yFSH zLP{6GC?V3`ec`K>%!U&`4ze=dfH}24@&{WKo<`H*`nCu3L=0FA&w@qcS|nY*my8_{ z%r_^5@+~tWl{R^b;S#6nUBh;lzwC7O<0LgZ zXp|S^$3vliDiTQJc0G#ZO~_FTxYLNu77@)W2!PT2m-R49`&}!b+;sforfk596UIUD zyQrH(!msG)Q<{ccO{7x}Cg0(lf#Z<`6vT0UAQ=fS7Jh~|`SKWtwxUlqxKE^g-2kgn z0~-z1c;-kcmZ@~Ss2L-y4WX6x#Etp{c@yUdYBy7nEYo08NjR#Jl*rImN5x%W^VAmO z^+K7ix)w&$Cr{n2FHr6Q!xE%KkqFPj+$89oq|h(|4lfmIkff%Wp9G)gEnAxkzaW-v zDfS>AXI8+QvppPX);OtFp&SB8Vo&p)yh&wG6-%c2D)yyhvDGHB<#EL&A!ixoL^l~m zRVv5NdYEMVIdY~vlBQ5;v1XlV2+=~&eL6;2UWRpVSX_Kj;xm#CkN_*}k<_g4<|{Sc zH^=(EifD};vRc$$a}Czhrq_8b%Qq!c+dnDI#4_0`uFjZ18&O)j=T&Pw;SLzb%Yj#j zM+Th~hIU~G^)P#d#*VzW>pf;mC~MXx-M{@QHEyd+nuSUoo+}w)lF~MrNe2u$6~5__ z)I67{|6%`0;(e`BZDjQ?sRtPyEUXz?+c-KnVIZ}$h61xW+`Rk}Vwkg*a9+$?V8y?B zZxm;Y(%X2OwYcC2BEL54Zk81Of4)-14+r%5tLwJh%1yJsNogk9+Er2GOF|e>{omP-#ldo0^Nmf2g zO9C0+p^racx%|CF#Q8*3Gxdf_x28-#B#0tdVHoE-B7oYJ%j@1St5)Su?*wa|kS` zlH+8CU>92uE9yOK-{FmSp8UcjzpOBMFSSA^zcdAN`a4N2%a1I?8ik6)rfYM{p$Hh% zN0lyi<%!;zv5C7paN%8YIb2sVpH?^<1tu&{JyS;~oE*dH3s3q?Kda9~+X}V7k8k2E zIfbv_Lv9ErnyVim5SEvD39Hbs%+3nub>6mMOQwmjR})L~m!crZGfMMUPO;XJ-w5M( zxTx&Y;-M0&17)4d^lFgTWXZ-r1hXFvIS+)-=_rax(B(9LP}hZ}g}b6fXC&aHx+U){5z= zltHmL%=@D#2vnp&rN0^~`^Mf@Xnz%(RQeL_tBhDb+Fhg>+Ozz+LZCw-MO=aYOX^Ec6NZd^7wU`F!sGc>jEv`TQ8^ zf1?Wk+I%4N1yW@EPNh9Sm5}+JYeT!o_v?FRd6=AEjF+yYJ*g*^52qWBSjAjB#^x*Z z_&!0@zy1%<&gb#xYoOY~&e&EN7oa5~{?ed94Rwo4jzuwNo=KIbEsZ zsf00AxSOH_&!1x!p57CIiibR(o7SRWHrfJJDaB;ZRgpu$fl~B9D&~4 z3PAOEL)k@eNgAkrZaJ7XvI>g{=aZ6xW_y%4Mic7SczpQma@;)27y3^L&nGtdfaa!G zu=H!l7#FJeYHITctoSk$7xR#}-V1Y-809Zx5m1cm^YKVdBUG$NL3bx3rE2l>YPyPp z3RVa${MM5fE1`;^qEkq%h$YSY{?qbe+Qn|d*%eHQ8ujNHwKaFd9#_Bj$8Q8{uKH@- z>@lS4^EG(Fm||+q&*JUD;{q=siKj&LerKyUilJ=M$9E*heCI70v`=wYUClrR*S@K@ z@mv0eV1-X{C&<|kj6dFYzW$RPbyyjFpCIB_pJ0fj;ORPoC(GMxTE!TKf-NN*??7S(P$wspPlG52#)Y zQ}d8eKOV<@kXGKdmIG0M0eaUX{S@9@OG*$XpA3Lpi4O|E&Xyk#aO;is{_%3xPtw)G z{2)~Ok%06`@lF+diIo!g#uvkt$%gFm#*lftq8HHX|H?+_81oEz;~2{4x=BAo7eG}0 z7eIci)I7MN^!CYqg@SA8q4w;nX!^lW;hOr+Q^GY@hxLIlmwo!!e|dg)5E!2K>9V|` z_gQ!xSnTD>18O|paj^~@IN~zL4;()1#lcDgWs+N_Yzu`6G~5iW7=NTPzaG$k1g3Ct zzxWZXePqn62aX(bMQ;R-0~Oc;Jl;4IK6@)4SN;$^&0YOfGCU=c8K2P!RJgU>s`0-X z#Ns#mWE*_ zTfyw#_&;yG?*J)^MjJ7s!h;G?5*ScDZdGdQ+@V2V`;)_!nTiSqeTAA6>p~TE;P!hD zYwx5gM^d@|al+yco(S`UN3DF@H{8jk6y&(!cV=ijs%W8E46PhGit7r`;a{{W{>>TY z1&p3K@pB58i9mB57KxoG_}d*b6D`|=cN5@fHiMGd)!kUoe9>R!^RbBENY-fZ*Jpr* z8@r1Cd?7@!MUcVDNdI>)U|Tlk{@6JmkkjMo7)XV4juCYaJLp3}bdC{yA2aA9VbV+5 zWKhr%aC_%=rx`%(1-_hG`ACMRw$tOwxk!h8R;F?5qe4n_s!?p<-SXkrn+d-SiOfV2 zaIlr~2d^UmtA~%sNTc{toI%iRkzw(IC&~~VwnUJ+e3w|f+ zAkxo8J7q6sI_-6}f@<}GYIMXUqNs=uf*-Fl14aDjp+`l3waTRFm`49tA4Wrs&KZyi zwis)MD+rO`H)h!PFeSVT*VU``K-Ja>AWiNyP|RPuaOc(+77Z<1w<7)GtlSfAph5hBE1NmI7~Z5`F98iC>QP zi6VBP$Zr&=>jS;yHzNK#7=xa-jhjiPS-T_YAI2peNu!9Vg3PvI=RTP`ER0-J%WWKH zERwi`v`y0mnyEF$%enPRuf!%yrjWH@!ZaJl4>wJy#mg_^aBu&xv1*r&v`5sgZ0Ae9!!(}JvvlxWwX z&}cyLvw@_R3wviw7gUQRTcNVQPVH=;(!nYE4a|1+P6dm`?D+jqMh`DIJjgwqg7b!? z#NAjR>OKv+^mlx~e`ZPsf646UWOl^>_@n8h^(D?IRk>1L?5j@)f2r)ls;1t!CwHYT zUNJM~cW}z;<&xLOqptKUPLvvu-eXpAJ&mRQf7uV<-nOCiSfqog?VKUMIi&TDAYV_{ zOa%kGg2w+B^Qb%8RkN<~{O4lHSY0uTR5%xDhU0zkMS=%QFlx)EpkPG+lAG+Z@TDT} zX)3uk=@|8j{QRj-=8syrgGM#kB^tT2XZU?V*$gG$E^<}^7xJcmsbg-kioCy;cq#Dn zU7`vi2gcly6IVxNlz9K_@%m59p6WvGZpm&>j95}FICU`Akr)Y>Z(ubU4C;KH?H4k( ze3*WXKqK>jeuZpg+}%~ehY~!ant!-q+XWAY-*{X>Pd0unCpezl!=H96J7<9{SFAiaOP0M z|Ao(cnJw)8?6(hsaqpkntDw_22;ITV{6&iX^NRk|w!YL8=yS?i;{_@GQe56(&5sj7CsOn4i@1q?~=NvkrYd*#n4R2`FjLjTk9iCxq!73_R{3NC^G z*O5Z@EvWt`tv|?+*CiZa>Cl*i7~;toNwvIF<;5p7L1Q>sNqqBd-5V6yx<5SgCS>`p zu^H4gK8Yo4fr|zn3s<-$1UKxv6{2Ee-4FExn~UU9D`pd_8XQ|Ixfp{uK`Kfjj_;kL zn_|XS$)#>}4pe*Y7xvSxq~K;Dj1=+=!&|r77P#Uy&f#sM;{Mv(3F=-QyL(}`aVGS~ zD0UDRxP|@KoOnEy&3@zUY9YcBT3Mq!LYBY;i*1|KlF%IFPEnx){?k)+)JuGAz$@}P z0X8-++0zoGnN5w`u_G;HbIp(V2hU74j4k(Ri<{BAZx837g6@7fgY!Z}hqc^hYY|sF zh21(Tr#(#WJfEr*#Qrn1^OWu7ph&Ky`?ve=8{AW63`GhBUj6a?mf%GS!Lt#G9&O4> z#RlP(bSjBGT{9E4!acWx$DO|sf{|5LzAsWCucJfT!-R1{i0TTqtcE46qe9!mh6%5g zpk2}QfcH$pgn0-eumAQAso)Qu%@DQ{YyF<#V^EB-Y*Yn8qq);-s^Uj&NPCM~f5p^# zVFNyZ9Eoy1K&Q3V%N3*FO#r*a{NK>JWM#wxGn79g7)i%#iwDvA-p;`f0`-S!661p) zfM${I0!%;wJlV02hHt=%>a?9%J_t?74^Ofk(uw-!X@V~e7-06J$VTAzkskZ}-zb&+ zQj9oTB;F|6nqU8-ilcVAQiF(|GzH@PQt0I{eTdE@v?vCD<%Jk0w-XVPF%iq9(c17d zxome7)341^??)Gpdnf2v<#R}<$(;YoH#-%>f2{nQzy_H8jsY)l?^f43ZW?j+xbn=)q;WsHK{G^wnPb0(p zZvG8)j||d?^5y`>XL&Yea>GKo{NC{nVfxN=j0kd-^5u}7+00G$M6>9#BSs*DI-3iBDIL@>I&PeFfI0wj zi}por!WZU(-8Fz6vL)MeN?`op{Wm|wKuZDlyaG??0;U36%O=YPl*`iU{%!*eQuJIw z=%f>wi}po+v@+@9a>KaH?NB=CJN4-i(f`nhJw^d?U494dgE=gwYfbP-J!==d&w_Ic z484Hhy&{?D7Nq^>hP|2;rD_p~@4ff&)Z6ZU*W8pV2D1FTMRRxj zkz*-HWFlB|;_I>cgjdIjlLA5Mg@+;BN4Pda(dI&?yDK10N4GtpcUsvwSE<9CvGF5# zM09l05siGtPit<%J_PzXgy14n{wCt>dOn&3Fz6>R_~uG)(*;91iN|tf#PIG8ycO#Y z$x<>^#PeZGe=DInLgDLINXh_om`~O)CyFk+pyj^Fe>R)NI-r$~(Nib)jFWW9sFgS? z6MJ8gdw&Iav@mtty2w=7?5$G$O8$npfYceJCiDh|}NSeg;m|tBxcL5N>$9slhV(&;!A+$9%@)n9 z|Hs%-Yht6|9;&hyN~!)bgQ3t%*`>_cJtp58B`;q#KwkJQ+{CF|K|O4l`!MNA#|8-^{$*pDvyk08(8Ti*V%t3t;? zP{yidS-4_~AEN3+nsRAFWF^g8x5R5>=?LSgy2F?$y*zo`($@bT}zBaKARHvW#eXg)rkx>=WRSNU>&xrtm||xS!2mg zCG~rC4|C=yYo!ZnnfBkUc)uiiFr8>e9I72Ea3DI`mZoMvembo3TrH)E2O$xkl904g zbJ7v#E#@4J7C%xkGS6w590~hNV|Y&QPg2x@#iudxTSGSph4;~sP8MqVuC2+!Dk2ep zRWLP+G`fqvaeXYT3d;rZl*3_ZhV_OJ6@&WsmBwZb`h|T`EweFE<+ZaOH}T1K={_3A z-l=~*hZ!9|C>Yx_2{`W{vb0RMqj>UXL4~RTVvbmXc6tiPl!80H^x>5XN8vqz{RE?K zGwh#9Gce8-t+Z6X{s;d<_~-I~B-ZYM`3{1LHvhqv>bp0|WqUq%T|PJHVvrbUIu@b1 z;1h3isGy1Kwq1T|&WK{34Q9vpR`JRXa@6Tp3hV>0*Zqf!l3?r9RA3@|4JAiS`TyaI zz6GM1bzS(z`EZE6826pdZV~>OoDoIE5~#+$e3Il5 z(9Z;@X96_;!~YWhe^yA97of=tQ2!6gTWuX3F|Yk)Aen;{kz0$DT$VMFUQq;r_dZHvI!-Dg@XERyPAm^Ad&U8zt0gnovA>P_CL@SD1O2F zQJ=j1_AlpS^HF(he6yYMgrD@SZb+VbNSieO!qLDymW8YF^YumZjC4WZ%PKV%U%tHqpMkBv;0Ij|EFL8=9 z4+$ALMV)Ag^S3Nb8M2#9lAFwUYQwvWb=JFA);qr5IK&jk`DaQbEiUg2P1Zh>xZUenjFC7m57a%caDYYO+PaS*=PJ& z!}_z9`DYEJ%TBxH(%zPj)r+Y7QfC)?*!QI`RFE}hYcVwwPxeg1tvoP9qLf}S9) zID_b}Y-+ctE`nl3ymfoA*XD4Cx#A;O7Ar9Z)ZVS&w`{mu2IIaXHPkV((Qux%XLdfo z)+p2%>Q}q5DMH9^E0PnP_=&DFT#TSUb=H?i?a~F@yd{rb^|o0*-27}Yk+c;1 zA7&wGNt?oZgz0KSUym~XT9Pa-So!r@--jzl( zRr-96MwPSQ+mqVcklNdl+WXLB+L`_M_iE2$Z^L7MMq&?c>-d#zLwZCJh;u>2`X)14 zbK;jmF-^Q3s~%8{{_~iYbmGkE!I8^$15JVWnUZg3AS?Cc!dL75uC}tLz2l<6{-QzQ ze{u3^Pf)G!AHInH0TTQ1FKo&e_Ju9clxfyN=3$CWLO zJv>O|iQ3`}8Jq0#3?6Cpm{|ulhYee|+=9*R2am0Cs`g-?ENT+GmtHqezF?C1guAn@ z|Avl#?lx%qq2Tc&S#c*KU`-6Ju60&+?r)_6rVdnevpfS{!jL_ggDshZ&42h`;w$}v zFMYtmF<0(-)W(1KAEKah=MEZ>Y-G@Ms!p7U!`VvFP@;uTES;CRBVkK(c4 zusirLZ7ST{wf(dwu=JRIl8(i3xJRufKH<}z7aU|gNs|jG!{(vs9UWS_qOP->dCtVN za5&=mET8_}rN4ZNYTV;(Sz#4SP7?dpODdeSaD{Pu3;lfhG;YzC1})Z#=<3A@_0Y18 znJ-BfMM%_3j#oEe218~@KIx}x>QkIKdfRM}b>d#N0NyK}CLo?hKs|Ffs6i~RWXQ=pw;We!s$?v zDsEKajwjA{R2IwoZh`DOFgIcDbmA}@U?9D%r$|Tc7;}J8FxJRyydC$9Op(wf&7f;{ zekU5_O*h;#FPi%_G}pyKH0T$iqu3r2aw0N$bO*42u%f6A|4ci~bAXUGQ24*DbYbAH zG$w1kBor_2k;Gh0a;m`#`y34>&o9?KL3$=cwk+)8ESWuX`S};FIT@^gy);GGZ;JMq z(aHWdgkgd=$};B%D9cnv3_{904A(4j1y7h_9ENn$?pA2_o6b-#+f}t|Rkd%?nntzr8qk8g`CDgYbc774ka=9Nu6Cf- z9H^Mq2eOn*KJFQxn`xMdj2Pd$KTm^oNuMVSzYPPjxJYfF-N zIvYJbqw!X=H2meK#}$-5?fHe@!(#XUQ1%{BQ7z5dFerk6WEc=6=P)G6IY$Wth-3r= z0SS^NBS;*OJmfS)l`J_&C1=S&aYzCp1BgTXH*${uIrqNzuKTU^tm3Jv?%rExR!{G) z>e}O-R2v>NAP41SdH2B(I`1q7@BGbG&|H*Eu*In_(SlfsX?zPofCWM=Sh};boQl0Z8Sc`fV`LN!EmN!;D`wluqCh)vJ0HdFj9lb=5 z)-4;E=Y5g(?%$C2-j=;D=eVB6BH9badY)>uS?r`gd8^GE-by z%fEaLC(+id^nJc9vUG!Znq1Pr+ANyw`INACThODm@s};QcGtQq2v^TbYfLtz;Ucn{I$d(I9=bz0}Uj$7F6drtlR;rt5ASAr{^$P9NrzB5Uxx|ex6W~@zePsAFpVPfYb10lI2M)_6 z6&NDrL8~8VAhgsh-(-0HE*h7}-j%!F&wT9@x(Zn^m++8ley9Um`YJ2SNImA;FV4U{ z#T`eDb3%kkLh&K>@>6#5&5pL_bz@+o8WVa<#}Y+&eZW=kJfRgNdt^bl6QNu6ft{yR zb38!;vkG`}N{&j*Q9k7rtctBBT9K+Loh*RXaMKURb{{B1c_)YtQh;7;_{O^+ zih4thvk@-#u0yf3UOUH+AKcf^a!~q}-hS2e)C%#bPdq-ByIB--*S|%v|C4Nv8p4{$ zds{(@hJnENTXmt6k-hNtE+oc;tEincQM0BW{nhT4hVx6`VvVNAd(VY$LdT=U4Ii{f z7>IRaTeXFvY9zBnA*2Vl@ z>?5{AN$nYP;}{Zi%JQ9uB<`7BDvyN}7N7LYX6`f6R35&gS;f?xMZwK-sDx6%qA}(7 z{65B>kx)|UgioQS=CUH{x!EiOK718h8GLuT@4Clh`e#u--<47_lZE-J-aKM}7zw(L zTb?=uN^N68;8db^E|Ln4YKt}|#x*a9EG=^SKg7Ngl`+*w!rW*Kte2*h$Mz25f~0UA zD%tKcq8lNKZSktgs77wdVszQFSy)veackB2Hg%%uKVEvi>+aGfEF2g6$ZuH3b@-Lb zUW^Xkb`UF)-!7}_0St_ra@VbVeh}q%IHQ%L zJ`tsA*IQ6?qhvb|R%)q}&P)FzN2$%M8gcMS^?f?a6S5E{bK38y7Rw72BR+6hYLfng z?S{3qdbJ^A@^zkPc}`~8-eY0QHI_O?d}X>KTiuCvSL0b48S$}~rB1)k6d>{kTtLq$ zf~+73GdL_m|A87OOCj0hM3miozk>uXQ8M9osbMQwus;r*I6r{|zj#Cj)1?U1@9*oX zbF#b)kwvPqy3b>0(I_W8_Zm<*Bm6x1C2=OZ5T|y7+f8*KH9a; zTMK?1|KL0=l`3?y&zDtku4nHiu72MPuDSV2K z{s<~bsf_xAi-(p?R1-Ac!fKS8=y&6tRD4T{=@O3V69Pv9n*bJACvBRRf>)^PLi{w| zFHA*>Rkf{$B&)}8#H~>n?TO8>8B&e!lBJ$1VL|_MVjV0H(Fgl=`>0haw8ezlh7}^5 zrm!@TPxmv!<@?>n@Dk2G$UIc!V<$NxX!z$xuVKLRSZdu#3r2ra zCJES@k$EmnNQSeT2J>mvSysfwoM(;fIzi)f~pTkLaE8rA9;)f4(31gfou`D?cW*JcYSrr_JVyxRfqLMNUDKFZvmd1;_ zQy=*dxNiDS+?90ZLe$p;hQz1)_v)vH^O@IaV@IF(M5He&nkT0UTR9omgk8;y^j13y z`t~m&E4tAx>H*%_Z-efO(Y!s0*3vY8uk}#C`-dzJ=GTYT>bklLUNm(<9@Ey_Ne9xD z4+E7rdrX2i$JwGNNsV6%MWbqnDVLxSoCq4dNqlj#efDR?=EFfPza&EFw@nl@zF4+s zN?-BPq5}>XmFHQ=>%cK=Jn_7J(L7YSd!h580)g5eO;e9MY!#PMA2J0NL*^3suz@j+2e7WE+Cw+XsqM#N)$q%;|JML zu0BTw$DV+gW4qDUvtG|pDADj_ZCHrJJQf*#d?l|5!2jUCSOE1J-rpRln!vDGS+5Po z?DEzw&Km;)HwOf+{KM1MpAo*C5CyLgj8+W5;^Gy?o@wNs39%|!O2^d?~_HQZKqh?Os}5FR{d z7c@uTy{ji5Nu#8hVj2ChZ*4V7mi*D3_bF9OrqRxpEfc@;S_H$q#nhV^m?mSczIGlX z5`HB_ekFJRmH-)#CNpF+<(Vu`Va~JlJ7@=5jJu~Qg)F}Ub}z1J?w!y zTKMc61Di;yEHJx2*5;ZeOUFy8hp8zz+=mQYO)YEqG{ib*J2^Iyg`-h(<<5KmkbuZ2!;_ z3>E*nT=?{TtToxnrFp)qg~&~3^?3E|7Pm*eDyfXq@uK6ijU&1GRcbeSc-%xiyMM++ z{j0!k?!$%qdnjyb_pN1o-+AydrZ_K8Xe!h(hQnfHH#KBnn-{5=Fo{i_l)eIM~9#*%P5X&hSiuGjWp>G!) z-1A7|T0QT6Z88=Qo$maqM7287&0lU?0K14lw8kNp+?Q21^iQFh9|I*A2H0veIqH`J zyzB8_n7OJOGYpZwks#O4ZU#Sp>~!ImAZ<>X)0^;%3uL-c@12q2mjNtsR-QyHJa7S) zZPr-_@n5BB#V!u=ayNep98lL4XK;mp>|?M&zqmf)js|JdwD z>e~e{&}!ZM@y{VIr*ID^tlzjMfDAR^zFcUeo@%6?ZXBla!Qjg&fYG?aefu0;e5<;B zsu)+GU`uG0Q}4ni_4Fq7)W7A_<}GG!9OKivP$#1j)A4!_+#ywHM$L=UobHpHkdwb8 zrr)CNyt>S3aQwrg);YMU+;0>ns3rq zWuv5Sqok1E00;o@EHAaO)rU^+e#oFlRNH0AR;}(r)`bO_9Pps)jKC+(1kxvls@kK9 zv{9WWe{K)BRn*Paombpqd4t?g#gty5S_hrMBKewK!d*HDORao~-ir+21qkWWA7%Ud z>xaV2FAaN)hvYt5g7{Jl!^j#(?>MFr(eN`$*eboqKJp_Fz%t z62B+;A;UXhUMMaW%X8!P0_HcRsjQ?IMzIz^+B{`IR!sw?3$U2yTw01cJ3}Z|?|kfg z7a#7OXSdjozUWEutE{+_ua){;<;%e>$yQT%3!6E4T+T%Xx%I0E{(9|-a18T@eS7!j zD@AK8@-0J@dc#`x?)_ZSML-7-El&R8JCg;Ku`yk3SW#y^!^~3;xtql!cpV5W5X#^2 zthk>Z>La__g!=9~*PQQ1ULvi&Ph@YyB9Y%$K>=OaMR$DD`5g>QW-A*iEnF+GtbY&IXK8B<;A7K=qL5ea+jZXI+Y~0q4U0w%4-js%C zu$O7yPtc=x3uY?$OD{L1FTb{5Zu4IIO+Jh&Y7~0S*W(jw+sV41@ z$zf$>%5L97jBz)J^Qg^+DUtMB#j_cg6g!TUGW^(79rBjfsqf15Hh;?l@hdR z@>zs8C0e9Zi1Z1VTtq4l_x|VV2xqqW$&URRVxH&sm?{#6LqByoHM3V7sMV2q#2JAi zA@H( z08!zo-fHa>`l(rp1u<{dl+vE>uM80&#>4+!;GenOD^~jfsh7u1tEvyGyCL?bbSZa#q|Vg6Yr&CIfV8_3s$!X>`NyhiCZy3nwZ@V$O^MtFPRT_#+a5p%YeXXF?|4B& zzWeqIdPxb7s0TcT9RXvj(ixHbmPEP7 znyE#APX?K195Uux|J2tUp9m^z5%sz6`o=z1D$++i`Lc?5L;migmS^YSSofRb>h<4B zpKL;c71D}8Z-3EJWW~*dCtV<+cJ^ZV`ySD%-(3}zvx-uzk5D)4oCKnv_|tfx`L0y+ z)@ZIH1~)r|S<{otaa>4Xrn*lx<|_sZvUIvwnkAtm?x0O*O@k^}ZzK{D4aD(*q7k(a z%dxQ6bhQt3aUC}+@y?kp?Vc1gEUFH%^4H4?Y!Pa>xN2A=ytmPnh`p1$6nB*D7ZFi)yF{N9tejOE33m9~FB89k4)SCUqo>d%CgnZW zP!AZ3EyuZZ)-n~v*d{v+-bb*eD@s5_BN$}*$YlG-0C^3$zCzIy*(hJL(n++&gm88} zi=~JohHrSmHOdC{H%glwtoAJF{Rxj2bS6{l<$mMF!CUjv170CIo(g|w!+XZzt))Dn z#V_p&_MukI2^%gBibWQuF>nDS}s?Urxc`1kLcCRb(vNORNH|4&FAA~dd-qs^G%iYmcNmpVa>f$ zMz~W(@fYx3ZPiRHcX%!c5A=60M|J)MoX+KIM78K}El3YFU@n=0RlwuDq{Xiq$v^1d z`JjLM1LhRdFBajMa1*E`%|K~Bg{ZZ{c(ga`x;%g5Z8%G^mM)4ldoX17l{e%1SL%^9 zh{IYjdK8#vfM4F^NyOlteQHj8nW{BMD8t|d@Jd3uI)+gR+@plCJ znH{)xIM>yXw2Daq^sc>hu6BE_M6M_mCXP@O2s0we z`5EK64pBdYtX|8Rr5Vq{ThuN7Ra=`ajq(&*i=mBe%3($XPE0xpQnOQ~Wzp$ov*rubFC&=TQDVm&$Bw_pWr z0pfL&B2+KCsOf_QKZqLnJIY1@ZmaP%xw}54x#GvkaN&-=m(qdOhj_eK!vH{4_x1LX z-4(iB)bJ*YO5dfGqS5_z0N>RW000fHBn?%%TL^D~4vDY`h=( z1mkOVseieVrsh1V_@L8}Vz@8-UN{khw}is^yjG{o+O1e-DpKPYfdtyBjJX_=23TsD zStb2_=E~CTBO0fTK!`xB@r*9HLKSyuJ;D>Ku%3aY<`Z+0-&ePHJ?>E_DJI4ob&&H+NS&Ry=KYxO~L8UeF`>0BjRwELV=(*Ei@&53*a|s1p1E zCXb8%3GQ}XhirYL%u#44w!q8n)eMtrqBz-1F3E^w2n#sfhr@W0s@2*ie#ZTBZL(Vs zyUTo#rCAK{J+8j=ic_x@s*Tf1=oPA&2ou8L-lI!VbF?Q6oq%uZ;6XJFUEFaL^MxVM z#$?Cs%~!$3XR?ji2hWNR6U~VN&6&F-O*<0Z{#2 z++kQaam|7ksq44ur4Lp@NW{B1u4gz08p=MC@lK&Fkkds@ z)NAvLx0}i3d7AJ$uKBxb+#G(^%gB|2a9eAxiGkUgb6IgxQ@x8L1(cVu4Dv3+pijg+ ze(y%mI#sfaMyFz+WBVaH^D;+I3#HptzQph3Jcs9DPB}X8X$!=v@kzpVV}+c(;qN^< zBa@IRxuOQuHQ%Vu^;+x*1lTFRdW|Z%MlnBXka}fE^it8|y^=M6d_d0d2YF*{H^mIt z#0)6$xZHM&Qh=-UkU1Ndj+Hn_PZVSHKfC(jP0WXKy#6l4@zN)q4LW5xJ;6lW>OX+# zsKM^Gs8p!Z)-ysyrU=*lOiBAF$ysmx)5MzrNcbpaXT>%*DfVYn0`l>AFn);726*2^p-jX+S!a3>!o79*UVH2EC;I_{bzs-~n@fpBlmDo2)Bx1O zr%AHXsmq6G8?Tg#y&zKV#Mf%Ve}J20Q(Pl=4=B11K4RJ(zV)mHJSO4c9duGBAddGA zIM#78PrYTk{^ld&M;krE^;||#F?Q=aVqJ_1ocn!ZAvMJGK(b6rukNQki^14hte8;_ z%AC5>`wC#Uy9XMGcYSg*OzX{26^_;vsEX;*n#vX>0H0;SWG{@6sF)sMZ9#NRg>7NkcXT+mjLx~0y&PWO8GiFlpd*E7Mxkn1>kBHh@U>q z9?s1g@*|wBX}fjJW0>7>&3N)4S8VsM+pm$`ak4z7I13gdoMOAS<^?bf`#guky0B2u zUIHKU5DH z)S(U>fjQvQ?$0b)o`u(!McX+8_v!@~Ej-JQ%CapHtBvdTBh!)Xh6S#CQ1>7w-Hh}+ z`r$EIE&rzmm!p9f9|JFEtS^+af8F`2DXl7vP(6{=njr8_2pCH|l+P}pJ!JCFJ_1c^ zkWQ%3xAu*=&mEFn;8Uhb6c9*HNIhv?>pT7uE=iTcT2at>^3bBq1=xV%TdB^fcOwXY zsz+=yJATiU^nO?-LU!cz=S;ZdJ?Wh zw^ZuomP`D(^ZeAs11k>Iy!2Tin2qB?9E+fs*MU^@Mt7k#{6da_WB7_hWeO>HQS@SG zK8?xW{X_I^B7nSFd-3Nv-8s(w1U@sqv(3vP%SSXn%Y}I>K4e}c@G|umt4dL2jxG#^ zjrrj-lDB_KF*)})Os{0qG8j(H0L=hr;n|&ZP}vN>95r!8y`iUR2f1MfK_An5*Iqm0 zs~&hJ}lp>^zz4Q-OhM4$h#uP?s8{gjHn36C91-suE_&_9s1Uce$h^*^1zG4 zEVOZ`p{tDxgCHP>+dZw8s~UK#WYvPxhH~FJ$Kqgl>)_Y!H|iX*N3hHt7k9BD za;*2rUvc(8mUN1hj|(pxMz`)MAVxjOHrOX@%g3=BI3+jqJLQ49xx{tO^jee zc|Ew(Xw{`w#b>K4-5b3l$I9`c&f{}k81Q;7_wx@->m+GBmTi$J{%7X4yXur&`@@3FL@|yg2%m3Ye`}a_PM);%tu>eE;xg6#!TCD>PFI+pyYo9vf2lc{_D|t<> z`G2uc?f=&{e=L96Ut9hc`}O$$lt5pg{r_&c_FlLAkL>~DmHh{GyRhd)=xcM!7kOW+ zN7}~rEwlXdZW;(%wnq4b(CrdUm!WO1JQn~C2JJIASgkmJT+YM)3F5J`e| zZ5>vnX!(NJoi^#1fdqW2M#GcATLo|GcQ!egP~SYULfQPsBbV2qb-&<0u~{c%uyen! z8qd$H711)Fhc8P7aGw)mQ>arR!1xbt91=fiz+$2Ii6m@&Md6gu<2#P$k4D_#MG=fA;Pe?Ho}F=3%glJxDG90C)_gSZd_)!-<5oYnw2|`k)O~iC-i1EQ~?e) z1m1uiCUW*xS*Bj{!kMqN+RYP72lG-eJuO%XHR zkI6gEK64`<4a%B!eBzJ7Fu`)CPe{QOqkXtqwhv}0T#0(=F){3lMy^A!b+xkA#5$DW zRsdTJZRxp-=31#!@Yns2+PssuTrCUft$~BA%wk&Nxm;f=72+P|-hYJ>SRb5{o1S3v z72Aw%Nr5UovJ_|}&etsyYtoB^tDlgX^P~iXDov|`V{-eXOUG#RLn2~zAGFIc4k^>G zuNz~cV6s$V4)X1_utQD(I81ShG)r;JF@WywbGeYKY&$0%D7ffww(FZzRo@8tEzv3# zRi}@E#Gpaef)>PW-)&SGg^eHd4I`k^4~3g8vJqnA%9$d$RF1=xwijL{M!5fDuL1d;B8AQA4f~; z)uiKlHT|^GUoC>d8wzulMO9o33P~AF~ zi~#miOsA^D-h|$nxlxBZTyofk#pSMLxY=u?=e;6do{u{Mn8N$aRDMnr;&M1%3{|vGIwarmxhbs_g3p zGcGcvM$8NHb_~}q4{|Q|S1yk%FO}0zm{pLzctoeLY2yp35AR4&97GDD^d8yX6$(oa zk}fQ>OWzW}@#jX2tHYO8?l+FbS|9DK=YXE2*a>D8eR5CJpR_a5_)AIGpR_j8D7F(c zz4r7U9g-Z*a8YuB`zU~evH7ismFZ61_Dy*2wuDNH7An&Q0r;?s@JbO^Te?RNPs5|A~%F?xB_uKO?<*#Odr+EMVl?NE$U(NnC+O_BZ?*m-t zTv-MJ7!dhAO7+v!(vx`4lT!-KIh_r^sZD9zSiFcF@ezX#<(w~f_iY#-W`_lMP-ad# zKG&@86wSiiaKBcHJ4KfOg(`E>?*G;EuK@t%|2Du)`?;>O;07_gku4#S;>pjMP9bhh zfFkg>@|S1fbEf7W&%c!GKL2Te|IqATL;ok`Uwy8W%>v+#{x$mlpa8dbusU~Ls1d9Mxaab2cS{$1|T1E7+R8lGe(jjIn{~1pF7P5?H5av^TV2hXe|8I zN@YwH<5)_!RjXe~MEenW8&{6aKMB;F6|la~>bPDooLQYVDdcw1X9jFMB6j(ZXtkMc zEh=AeUFYRZWxuw!aF+O;_iY*0$$GCp4GaQuNz2+&XAYM)gg1R61r8FSj{M0QMb-U! zK_>%XShd}@u!9XB@+5(|{aB{;N#J+9s@_=TlfvVb*4S`~`|;uNJPeoT$1h}{byGI# zjuu@zGc3%{)*c;Ht11pLe>^)-mE9$5!n%VOps@3dOVKZsSGw-T(C=q*v!O&!!APHe zOw)Xg_&}j{o4v^Q$0%=wk9H3mgW+ng&=O2&lW3D>C?h9;{l3o!8rdr+97Mf_?=tIH znscl!TnseY^dd3m9u~~J;9g_dr_wf;CqlY-q@K}ioWW{|b9XoD-Lb!FWG;}?XY<6r z&tXB|;8$=P&G7iSP|%lO&sp`)JwYGx`&rc+@|qpCJw^pIo{wqZ+zJ{`Stz;q&7ea{ z6uJgH`NChw35X>k zj$t95ZD`RFA6gPdCCt%i))_BvJsu+uioZ}g@I$+Od>6GRwpo5JOK5YuYto!NYN_p> zW79GfJ!cHF(H(5uZw1Y71J0kGY|Dw{PG&Afr(kIW8na=!lg0Z%^mLCIhw2+)8s*jm zQpP}XPdV)Ie{xv9`*%cofObqwdE=QX2b=>_;dF3KWV#a03_{V&-E zcSv`Io1Pof!pWMPN5kKtIx1S7HgG!DUyhJmNr6sZ`Xu?!~dR$ZJGUty#LB7xKc>F%$M^XV(m zy1vksY^~ngjKfN593AgeVpevS^eZ8>-*irPUVj!|B}cs%!Fg^`T4JrL(as}&0i5?U zWqy6;RaGqy)x6~IK5x1_EH1CSG`@F;;uZRQ-{|f0n5Psd0oO*dQROBXQx)(Y{!m|_ zGA?||-W0=*8jmCUwLO(yO1yJ?A!OXX=4xNS3ogX$3H*z^#w}J9vHZ!Yf10|_dX3Aj zD24;dp{e_r*EnjIfRm*6eFUn`=^k?4Ik*+d*9*8rj3Mr{1eMh3hjtDbLEWfN(;mr6x z21a@B;3UHjV%kdlCW+=lO5SJ@=Ey-#sQiBz`Krf!^~#G-$f>~`-baCJNa^x-i<7*gWmy7Sa#n*(y{e|wo319(u<;Vq6&k$j~ z0=zBK(Cq1b@SuQh=98#I&4W;;^)%;1KLYx8y6ze-a;w`zgH{MvUL)-1ie&+HCB-g5 z-OqzU{)UXk%$Htt{BCsouD@{O2sGmw@Ber$q=sJw>AX2L`J+L?JCHUCv!gsd5a+Y? z#t#nkS4rpAQQpA!6}|I$V44#w-Es^!mJ%(NvdhmCF0`D4VY;Jn@>WE5T{cNF(x__; z_wilK$3#e8Bwqb=?pPpcWc}#W3!)aCuopyJa?8D(W*viczrouv2ms*M^0yK9b{p%W zyoK`jE_TdL_5xzL;?3VItdku8U;=>LE+rjSEK`zFan-eCX4dE6=-rke3AP{%rr&e@ z>JOi+HmE8iCoY;)V||Fd!E`g#om>AU?s**^RxO@vIP`UIwc5L_=U}6aA`hp?Jf{WT zy@oo4jeTra-zJoh?W%`a(t;n=lphHsIO>azWaE+m+n}zB1a4Mtx43PKR^N-9+y6%15X;8Du7t%jLG&Fwl)w0<2K$XS~6E;GWV47@^2nJ`;piOQgh1ZLuw?mKF;$> zRW&f@A8jGEGBdX~+~O|6AW^@O>`a&xAaC{rWumYpj8KHpds&`h3ZptZA;?aJ@ip2Px$PsB-7h5bP=JE70xQPkY6{)l~ghE4fwyCnSydk+3 zn6lk>y29>a;N8DX^}jd-hUgqpWyg4LTD0|@kAl4h8N|(PHq=+g4D?nbnCA?+21d9+ zx2G(N8g{E^-3@oHosMEORrJ0Zafez?gtJm1(y&tBh)pzTx%{gR3_7NEu6SeGY@ zH>6>7uDtZ(mN7ym))ttTN|h9+?S%o6T)U~sA+LA;j^t_{isp&j$&gZ*32~Qfs-)=> zlfqH$&bC?BS}H@I)y+QYl|=WZ@8m(+UG%-zdcLTYz#oW#68M7s_S`aCS*kOhHW_5E zWG1bj{ZVS|TuTBDD{*DxKE$2|VlNa3@ohf^Xayt3EbG|d4*c+L0j$wBD}%|rw{I=G z;d60|+nnjh^{L@j7;K2-0isNeZ3-&o3?6FDdhx5cL z%RrGCFWb`|d2a-XiWJjHi$PHf+e#c8f%O0P;6kpXZmY+U*iZL|SNsDK z8f0F^nq}I0tV|ly<))HUw8@#tWr46am#!IjKW;>tRe-=cUC8%FYDO)_8|!o5_S|T zL9z%p%#IjlH{UJYVY2!jYCT{M&sTXO8nx9T&~K!a++pqaESEDzIQ^AyIvSFQK+@-` zAdPPF7z0!`zISsn)fuR1;VzDoYz&Xcfu0ZwE-66X#S15dem{6Y&F~Uqm{t};wzp|M zOn-iC+I)LRKA5E?oR|s6bWAomc(b<&BZ>3FN0&8vS?}6I3w!!3uPGFNtpf!5$(Wnv zcB*<3RS0}BS1kaD3ON_D#bV#6oejgEAItqLEw>5-LdcW{)Lx*NAPeG(ob!wJ#^?}xWdN{^QcBA+M%iswrA9~rzb(Ue; z>)X^oBUJShf|gA-sU>Plz1I#rU5#NGHZ&4=YS*7xsOScR4gE)j*$oD2Rj%H&jy<|5 zlA|b+(?aLgiqZeo4>T;Srn{mn50j*lA)mxDwnbH4@OV zpHq1waj+lpjnR9?p_M4Z}YiEDl7;ERsqXCKKH;mTn&07 zfl%8yQn;dS1kAz(HcVzD@W^(~Bu~*T6qNg{sUX*lP|%dyAF}vK`ilw;^u0s*7`#yq zx{d?R;He6sbpyJa}NLvBWlX zC2}n|z!r1r5a$(Cvz z;sV0^U?@cKbo_CqVu%Y2Py{HR&OOfjpFRI>#zsLG$f^?@(!VzjR}h2gRje8djNCK^ z4L2DIZQI<{vmQT8x1M|klYRI~qR&i9^fAr5YFj_N8Yt}m&$|4}DL=O9G)0|!C@Z?X zocs`je+Mor`lO_!|K^1=I;h~Ef$Q{NDPED86v{K=lEY719?iagk(Q-ImL$BL+&hRc z1OfoB{*GR=;w=AIqH{PQG$oig+U)YVz5Ppj!|D4A?1Yx}waihZWfmr?#Xy;Io$+vu z{sdQIZtg*QI+59D)p?xlL7PjJ!DkS$4De+ZUP^Y6j=8c{~8yHIrWKNyir@XYv4>0V4UiWh2@xvp&&d< zeXr(#7E^B!+7wT~NRBlpZTE;KAnB31M8UzR>aN{kJTGm}V(IU5&p=w*4fGCJC6bO9j}Bh+>wQ+!nQkhmBhTx9~NI*=a=~S;)qg ztFei#u9z)_7R7<;5W7yZ2wQ`aay*+G>EsD#wH86hThjJuXKx{O9xOX|NWDgX;z;FCXId&C@%*l`F?VDoY`i#y@xJz66VhVQlRWN8qu)R+$ zURh0ES^IR_0hnCaqc*jWfHZnob%@ zB|?}MXMdfMZ-J{$bK71+j(J$_{0NFh(z-aJ-()S6s13Hd!1SbE73gq4^90NF1X#?V zp}U>Dw!^EtE-FRofL4%kOGY+Dq^zAm>BiLg(`lfdV`jmU^M}SxBLc{be3qa8#;mf2 zH2ZAm3zNJ=*C~edax%U1)33}UuXn^;qYsD5&A-Ld%pDn7dfLq7Ic?>cwoh%TZqOas z!sC8F!R$wzz&nbRnSsRWiet*eM@Q=ZqN_?Hb{%tBvZbsL=RB$02eTRXHDk{DZj?o~VwiI(!Gq4#dz+`sMm1 za7V%hB;m-+WA>5oE2TPq@8DMbSz=m+_+@5q7esnZ`GGH0`5>@W{&65@UUDjxk{&kgP zY`j-PG=8NhZ8r7e``YbpE%8`FB;JW0uw$`DAm1}$<`_v(zi~3-Qo6|2&nS2`!Ka^C z38mBTn4Xsj8$G3ELM7l)696e#Q>}O|+>T=buX!OLzT$KZU+Y}3bXQ!edZus3f@M^d z3iN;vX^%+Qta;QD_i4}vs7JG-*x^IT6Nrykk;7*3Js4?W20}iGLiY4-ft#C~KagF> zJi7J1pFTZH$er7m&2E3q_5HRVtF0YU4Op@W51P8lA1ewUzI@+(;T-8okZGzgM=VeM zquHH=rh4&a!00<`2@4>MnNl>#rZaN4P^DBvE%Eg1@tlP`XYz)!V~<~i5eKRa((4?f zv>XU*5xlc4gcOOeG153vxY?gaKf=rkh;LM1KO}WGD+abnm3fmS@Wf!op z(6Fy^2#B^pboUj{evd;q`-$~zZDb!TOD`Ym593deNt1_RM(RY0?mkVjKv=+ezH-w@ zzO8|+#%QS~>Ppbo#v^P@D~xNbix1TneWd*2@yZ67RtSNlVz@=Ut$@Lsz-cE0^Hhyu9)D*1RbQaelU<}h8A0|7pL+HsvxgS9c4x}+HGBBy3$NtO6ub~#u zou9G4lVl7hvSO<8LWt=_^dQeXm? zphhr1nkkoT)(3ckI+rW?pwsv#4bYp5Y@VRU;hymew0T03f3b{+xxaM6nN&Aj*E&7?5MNJJ7^(z zV%X+wdpInAlArp%k7Y$d0JWZnF1MqRb-|z4+4n(y32DwE@Z!Neq4igDVDlfhM3qQ( zW4KGhD_@6~D9%74JxHe2>s&yyAJ~=G71Uy+1Z|N6zGn1pxZ9_ua_{$u)BRJ%Hk)7B ztS}3laOaJCVaK$o+aCVyikpe@?gSdATcV+Mv{2mT!;^f;a zIHY!c&0WxTx1g=R^v9WKQ``y5`>sxRo&vMJjMDclGil*d!jv1}1YsOg%3Ek<5EE~{ zBNX-Sr&J!u$qSV&`Pa5ouI46>#Y){~F9LPqB>1UInVHa9`rPA9%FA&dI0p&rDYaPx zKlQYu^242^^@!nCNWrABcH2si;<09V$*~jgWegdhOK3jK9V}E9bbVucREeW`$B69~ zIeEy^?GU^o@!<(pI~Pl8hcvE&lp{h9dWin-a}2@%6+kupMAmk&OoR|YvTw%!DWP7qf{&4B`!z}U^-E22Vtv7@V(N<#gSo5KG^9Yvd zMm|utkp5WllaTx;93c5zOd-Ss5|`y1&qTxF)&t}~LTZP#Yh$!)@q$X1`nF(Dj?S)I zZNXfh^z9wvajl0J)bZd-VD3bd;80r~aD%OGTuZ!B`kO*^FM6N63!CB^5h<_nf!78p zc)P^LJ;eq|SQbJzErf3TmcPlmm#sryQ3hMr8LV)Oh}1-Zi;?w-$^)Gtrc}k2_p9h7 z17|Qzq{*bj48v&ckXxDBkjBP4s>UfdOX+I)=D6@>z1&ERnN@tF;v}~X`Op$vYmD^- zvSHQ;AL1j1M&=J`pyyiKBf|_>P9U-8@7)u72gb0ZZ!s48QvNgueGx&ys=6uA+BkT) zp6&cT>Ry)KlH!a!>_t~AJ}m_I+5CrwCe4ucit6`0H6I$6rv#yk+ujJEk|{e!qrAB| zo`0y-0smWxMhZ25L$!3DNMfM!fEq`v4FZ}(kqG1f57y3OLL}5ijdl|d>H*^qyuTsiJ{MA4&HpcU12po}#L(XLJ>R=C+5(~qB{`?J zM~-@}7RLcq+RUrvSD+;=^30RzXLiy7y^2Edc-nHVFN ztOEn8pkYnUPfXUYN%pt2@C>@jhUlyBt7fig2q8J3@{twK!esUA-ihEMHjZZfQ)ejD z-R!|e1)-QPS&UJnuOovGwO%P)-kp`zGd*+G(bclJKQfDj)iWb=*3Q+kzCUt_g%wBC zZu~~dI29i&*mKg7z)~tk^ix1s^2P@`u;nMORJMX%3!{5i*CzJlsxwg}54$y`XAmV< zwbuLMNMhOHuA9pyxisvNdZC!!lszKmNnSMPCNW-9R987X_Z=HhG2(5mVm_~M(<_s4 zc0`mWYs~`o|Hs!`K(*C;d&8xaq9sKN6!$=JDHL~iDK5nwiUfCxy9Ot?yF-DtI6;GZ zi#sJ)@i%>*^}qLi-z#g)+L=9j&YY9voH;XFe*3tHzz#q3ry{^0 z_oVo_Lm_(n%uaXUZpr2mX>zPur4Lsuh^s!EV-;-6U#k=M6cuB1jE_li*u&?>aWT!1w06 zfZJkLZ#zk$JqdmPxw1I_jDQ#S>R?~DUqZnzC|V$5`fgv^R#5M$8|-gkUXjG5MM`Ec z0>4SNZ@$Un$-z%tH>EXcO%90)!YMA<^{l_ThHwc(&rx-ew|rFJ-Jb*?^`xZ!`DA=B zfZLSUoAf7LGRHj|l0ecD9*kQftN%#LvctV2x67=7Nr#B;kWN>~Jbz{<%A)`E3AqYq zCnP;9|5R!euz#PKQF0Euo0P4DbE%6YXx&jzLls*Nwp4tO*fl2Qy<@ z?bqAQ=N=|*nF{=4+bv`rHsOvg2Fs-L^-6BmcsblVNjri>@wa2QQdHO9JrzkdpEo4v z%~{yyFEkL_oC)b*SepH~12r&_k4kr0JNM9|6l$nTmlnk+%Ms@!ar4tzxXHurT;xun z#b4RL@NNSH!*~i!4egE>1^JD>p3~6TMOlK<+vOVS08G0?)^+@iS)pxgiyhHC-}zfe zdWTxm-6;qcuFjQ7j;;i(2;ml6Bv^-D<<-h$d4>i7Wz{u(vU>URclTUB^LY}sr=mu2 z<-O-ve&w_vq8hO7vd#6*)e3$VCXok)Jlvl}kgdficyqBjsH!bN3W~&}Y(k;}+vU1R zh8x12pS-6G{kd45hLW8@U8EzI$_aXLbmid%{paQeOUcd_@sH2OM%sUba8+uwDm0{_ zTG4MwbT|5SH$Ivhq~%Hbezv5%*~29qe67N}rYZT^QjRMFX36>8V}N$Jm3i;0wHPpm zW)OcD4uK(>XTc&_5lL=>zN$8qBb+<<1%n+iD~cX0G$I$}cS&u31U~_{khK`4!Bqmn zz#JsNLMpQK3p&^tqa&8*H{~Hb_=zWg4Vk>IvXYL`ND})qQli^||7WM)Idbm;FbSXg zD3CCGoWH?nIA?L@<_QHa$n>vvGn^f!cG> zuQ0?N?7!v4k(DxKX;*Z?LrXBG?0@!sHZ__bP{nGqr?E6yT9mJ1BaxRBCQSFrPoCs9 zh5Lfh;U7U$_(Kx;m4eR#+rCLpQTPK4!FVsQ9h-=#Lb)aK5NqDV(qZL!9IoN7acvi0 z_aqvp28O~`rrVroL?8pG5nyh6Mu!FUrMlvK8kM`^SNhMJ?UU~#2pGGI`oW|wyh*)| zQQ;}luFP^U&OLJeBWiwreAu~mNu|iKHt$N^1F4HwMzXyfc0md5Z{!b(-pXt?vYJZ? z44;&75NUb}xb{CMB5>%i#Lon#<|(F`=D`$1mVO#KAdc2=AuiLy?|F~&9Ui^HhpGFE zQNwhN^QWzE;*Z;Dblu1+3aX-E8=&EvQ!xiiGDbc{eE#Svg{HO|i_v04z#yYhp7`Jw z)JymTg22dUDxEr(33Ei)Q>v^u9dG<%xgz9GjHawRP(E6^US|4Cv*tL7b8de6|DV` z3j*^#3%aqRpUn}qgpDbaTa#IHu+f};(gn0&m$jDB_2&ty@~LhVOc;pq8_1-eO3y%j zU4X+Xfy@AE`|s==OOF70tf6JPf>!C75aA|25$+L4-DRmF%fO}RkAtr=2|s%YxUHk( zUW4xfze=Vl8S}HLZKlxLDJ~TNMljQzU|#AKzrTGwu$5aTXy1}xq#-`UU5jRRR{IcO z8IOLGbh=_5nWf(2>8F4isIB`ObsYuB0e@pM82NXit;_#R-Xao`)c#)+El?OS(FU9e zyq?|7oXv0&K%MsY|84lg_q8k6MOOshYzTQE;gE}D8frbtOv63EsPZxAT;8-h!mE>3 zaKh;&nZ*k&KCMw!-NTTc=il#|ZWBoLtVFbwlLWVrKB1p0d%u-Pag+%~4MrKY33