From 01174261e56b3c88f2f66b45051fa25c02fdcf1e Mon Sep 17 00:00:00 2001 From: DreamingOfClouds Date: Fri, 16 Oct 2026 11:07:24 -0500 Subject: [PATCH 1/3] Research: one-sided residue closures (Circuit Lemma, relative root counting, plane lemma; 480 of 603 d>=4 residues closed, 116 open; no kappa claim) Adds research/one-sided-residue-closures/: proofs (Class I for slack 7, Circuit Lemma E8 version, relative root counting, Lemma P / P'), audited independent checks, a consolidated 603-row ledger (480 killed by audited sources, 7 prior-only, 116 open) and verify.sh that recomputes it. Co-Authored-By: Claude Opus 5.5 --- research/one-sided-residue-closures/LICENSE | 201 ++++++ .../MANIFEST.sha256 | 68 ++ research/one-sided-residue-closures/NOTICE.md | 3 + research/one-sided-residue-closures/README.md | 96 +++ .../checks/annon.py | 77 +++ .../checks/anroot.py | 120 ++++ .../checks/build_ledger.py | 42 ++ .../checks/check_ledger.py | 27 + .../one-sided-residue-closures/checks/cov.c | 49 ++ .../checks/d7plane.py | 42 ++ .../one-sided-residue-closures/checks/dirs.py | 53 ++ .../one-sided-residue-closures/checks/e8.py | 26 + .../checks/facts_check.py | 25 + .../checks/flats.py | 24 + .../one-sided-residue-closures/checks/gtab.py | 26 + .../checks/lemp_audit.py | 51 ++ .../checks/manifest_check.py | 12 + .../checks/mkgroup.py | 38 ++ .../checks/mkreps.py | 82 +++ .../one-sided-residue-closures/checks/nj.py | 23 + .../one-sided-residue-closures/checks/p112.py | 46 ++ .../checks/paths.py | 3 + .../checks/rrc_audit.py | 78 +++ .../checks/run_rrc.py | 19 + .../data/ledger_consolidated.csv | 604 ++++++++++++++++++ .../data/left_non00_70.txt.gz | Bin 0 -> 2777 bytes .../data/left_non01_73.txt.gz | Bin 0 -> 1253 bytes .../data/left_non02_76.txt.gz | Bin 0 -> 930 bytes .../data/left_non03_77.txt.gz | Bin 0 -> 4810 bytes .../data/left_non04_78.txt.gz | Bin 0 -> 4509 bytes .../data/left_non05_79.txt.gz | Bin 0 -> 2848 bytes .../data/left_non06_80.txt.gz | Bin 0 -> 1837 bytes .../data/left_non07_82.txt.gz | Bin 0 -> 121 bytes .../data/left_non08_84.txt.gz | Bin 0 -> 119 bytes .../data/left_non09_84.txt.gz | Bin 0 -> 120 bytes .../data/left_non10_85.txt.gz | Bin 0 -> 119 bytes .../data/left_non11_85.txt.gz | Bin 0 -> 119 bytes .../data/left_non12_86.txt.gz | Bin 0 -> 120 bytes .../data/left_non13_87.txt.gz | Bin 0 -> 119 bytes .../data/left_non14_88.txt.gz | Bin 0 -> 119 bytes .../data/left_non15_88.txt.gz | Bin 0 -> 119 bytes .../data/left_non16_89.txt.gz | Bin 0 -> 115 bytes .../data/left_root.txt.gz | Bin 0 -> 749502 bytes .../data/rows_input.csv | 604 ++++++++++++++++++ .../data/src_s7b_killed.csv | 26 + .../data/src_scA2_killed.csv | 75 +++ .../data/src_scB2_killed.csv | 48 ++ .../data/targets.txt | 18 + .../evidence/logs/log_non00_70.txt | 5 + .../evidence/logs/log_non01_73.txt | 5 + .../evidence/logs/log_non02_76.txt | 6 + .../evidence/logs/log_non03_77.txt | 6 + .../evidence/logs/log_non04_78.txt | 6 + .../evidence/logs/log_non05_79.txt | 6 + .../evidence/logs/log_non06_80.txt | 6 + .../evidence/logs/log_non07_82.txt | 6 + .../evidence/logs/log_non08_84.txt | 6 + .../evidence/logs/log_non09_84.txt | 6 + .../evidence/logs/log_non10_85.txt | 6 + .../evidence/logs/log_non11_85.txt | 6 + .../evidence/logs/log_non12_86.txt | 6 + .../evidence/logs/log_non13_87.txt | 6 + .../evidence/logs/log_non14_88.txt | 6 + .../evidence/logs/log_non15_88.txt | 6 + .../evidence/logs/log_non16_89.txt | 6 + .../evidence/verify_run.txt | 80 +++ .../requirements.txt | 3 + research/one-sided-residue-closures/verify.sh | 79 +++ 68 files changed, 2868 insertions(+) create mode 100644 research/one-sided-residue-closures/LICENSE create mode 100644 research/one-sided-residue-closures/MANIFEST.sha256 create mode 100644 research/one-sided-residue-closures/NOTICE.md create mode 100644 research/one-sided-residue-closures/README.md create mode 100644 research/one-sided-residue-closures/checks/annon.py create mode 100644 research/one-sided-residue-closures/checks/anroot.py create mode 100644 research/one-sided-residue-closures/checks/build_ledger.py create mode 100644 research/one-sided-residue-closures/checks/check_ledger.py create mode 100644 research/one-sided-residue-closures/checks/cov.c create mode 100644 research/one-sided-residue-closures/checks/d7plane.py create mode 100644 research/one-sided-residue-closures/checks/dirs.py create mode 100644 research/one-sided-residue-closures/checks/e8.py create mode 100644 research/one-sided-residue-closures/checks/facts_check.py create mode 100644 research/one-sided-residue-closures/checks/flats.py create mode 100644 research/one-sided-residue-closures/checks/gtab.py create mode 100644 research/one-sided-residue-closures/checks/lemp_audit.py create mode 100644 research/one-sided-residue-closures/checks/manifest_check.py create mode 100644 research/one-sided-residue-closures/checks/mkgroup.py create mode 100644 research/one-sided-residue-closures/checks/mkreps.py create mode 100644 research/one-sided-residue-closures/checks/nj.py create mode 100644 research/one-sided-residue-closures/checks/p112.py create mode 100644 research/one-sided-residue-closures/checks/paths.py create mode 100644 research/one-sided-residue-closures/checks/rrc_audit.py create mode 100644 research/one-sided-residue-closures/checks/run_rrc.py create mode 100644 research/one-sided-residue-closures/data/ledger_consolidated.csv create mode 100644 research/one-sided-residue-closures/data/left_non00_70.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non01_73.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non02_76.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non03_77.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non04_78.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non05_79.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non06_80.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non07_82.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non08_84.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non09_84.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non10_85.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non11_85.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non12_86.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non13_87.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non14_88.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non15_88.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_non16_89.txt.gz create mode 100644 research/one-sided-residue-closures/data/left_root.txt.gz create mode 100644 research/one-sided-residue-closures/data/rows_input.csv create mode 100644 research/one-sided-residue-closures/data/src_s7b_killed.csv create mode 100644 research/one-sided-residue-closures/data/src_scA2_killed.csv create mode 100644 research/one-sided-residue-closures/data/src_scB2_killed.csv create mode 100644 research/one-sided-residue-closures/data/targets.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non00_70.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non01_73.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non02_76.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non03_77.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non04_78.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non05_79.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non06_80.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non07_82.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non08_84.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non09_84.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non10_85.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non11_85.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non12_86.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non13_87.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non14_88.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non15_88.txt create mode 100644 research/one-sided-residue-closures/evidence/logs/log_non16_89.txt create mode 100644 research/one-sided-residue-closures/evidence/verify_run.txt create mode 100644 research/one-sided-residue-closures/requirements.txt create mode 100644 research/one-sided-residue-closures/verify.sh diff --git a/research/one-sided-residue-closures/LICENSE b/research/one-sided-residue-closures/LICENSE new file mode 100644 index 0000000000..261eeb9e9f --- /dev/null +++ b/research/one-sided-residue-closures/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/one-sided-residue-closures/MANIFEST.sha256 b/research/one-sided-residue-closures/MANIFEST.sha256 new file mode 100644 index 0000000000..df698a0370 --- /dev/null +++ b/research/one-sided-residue-closures/MANIFEST.sha256 @@ -0,0 +1,68 @@ +b11425ba8f5f235d150da72725d8b860f61d5a85875c700768c966334d8f1ee8 checks/annon.py +f667dbd533e693ea2f64a56c8138e70c66361abb798cccc42ce22ed7c2ee42af checks/anroot.py +2531b66ebab58a786b55742882c442546b1263e098989e15067e3e0432f65af3 checks/build_ledger.py +4eeed399aedcaa325371504f6bfdc6169297acca43e224e7d470fc20e71dd30c checks/check_ledger.py +40abac6e35cbe5257bf1aa206c59050e69e8126a244f33a3a2baa4f5c1f1136d checks/cov.c +475d88deb0feb11ba10e5dd996a2f212adf2590cb8bd89a2a8823bb10f96ecce checks/d7plane.py +de1d8f9f646e70c4c2ce7d014d8592a179ec277cf9a08b4f085b1ecbd0bf0ce8 checks/dirs.py +715f5e96519b1886fa23d685ceb96079a891d32ab8bfec7fbcb6ac9022b20435 checks/e8.py +166871f30e3fbae1ef0d8d8afe0af59f197811b87e7f89e23bbdd7c37e597656 checks/facts_check.py +bb4595dcc1ea0988195b8a7a09e3204b44f4078c65ec06476f450bb1be63eba5 checks/flats.py +12e15b34873cd8ab8ef9ab6c7183711ade2e7fd3d0f2b10d7db8892d6db00393 checks/gtab.py +1cde98ac1a563d5b44735936fbb5b3b9b1ed38cdf5a04760b1998908552f1227 checks/lemp_audit.py +012739ff3dc3421c187ca089b361c0b1d49f808908a5a7efdb0603c20f08ca71 checks/manifest_check.py +d1d33751377cd39dd180e9098653464caf5ecd7d670f4440c2477031a1e0ab0c checks/mkgroup.py +af03781f964fcc5f3a5a83c952114c5ce7949f6b534f1f470e02df4e536a9baf checks/mkreps.py +b8f63d560de4dac0a9aa543773a8d7f82ce71b912612c632d7d3da897db57bc4 checks/nj.py +ccbc779eb1e89444b2306424836366390e5482fb800de485ed78c4b39d47abdc checks/p112.py +05c7b19144793d609e540b8ecbd6e5bad1d846b7a7193ff1e6c12038ae947235 checks/paths.py +bcf45947365f476adca889e93b961440e5b925ee0edbb352e1af1d0edcc93e06 checks/rrc_audit.py +1c62422f24d09b3343aa55efe6addda999f59ea6c179dabff4b2bc2323cbf0f9 checks/run_rrc.py +0ab4846438381746f463b54b5f501c2def51bd6474805d60fc5f3e81baa9d399 data/ledger_consolidated.csv +b2f823e6550dcbc9c82fd32402420b2f879fc5c7c4b49bb2fe0a9556758ad9d2 data/left_non00_70.txt.gz +e84c53033fbf4fb0c532935f8d794fe14115b0b8160b9d9c334c3ee58b1c642f data/left_non01_73.txt.gz +4c3b777158b33f97295cb5f8a39ae3ed845539217a74452ed4b18b939ea4eea3 data/left_non02_76.txt.gz +589dd7202d403cdb3de0aae280a92272ce06cd6622cf043a3de95d970e24668e data/left_non03_77.txt.gz +9bb81429cd18ac578c6482ff5aba966dfb0ce6739bd5e11204fc3adbee98425e data/left_non04_78.txt.gz +b4130569ec8f75f68ffd8b6dfab03c26d692bfcd4e7648ef09a5b6c72cc615b6 data/left_non05_79.txt.gz +6abe05b1622ce39c4ba115b286b8457407220fc2a42ff47f8c862d85498047ca data/left_non06_80.txt.gz +7618b5b79d3f6b5d6d0938f5d70a4ea4b247a68a9553429b2d4823bd7f9e889c data/left_non07_82.txt.gz +c5b61cdcee1db2d82df719ae91751742e87003f23d3fe2a4252b1485aa507b15 data/left_non08_84.txt.gz +de7b32258aa4f76a98d98738fc1d04c33462e66e19ac35e6d6e4ca38bcd148df data/left_non09_84.txt.gz +1118eeeff424174f4c4ec444b3d8e67df659b368bd697657df9ea2bae2fe3366 data/left_non10_85.txt.gz +c7932375b3359005c28ce6c80e28888a59f52ebea6aea30fa7b99d2ca6d6790b data/left_non11_85.txt.gz +ac5874303341e0dd3e2f1cb19c9d5f2f1f089151d6af5affb561a220a749c94d data/left_non12_86.txt.gz +7933d80301e9b7383f609adf89157ca8e71fd1b39f6237640e87ca45008f9ca2 data/left_non13_87.txt.gz +1aac8dc032b45fa828653de3566f1d061c70b873e023ea03d6f34f3203c951ce data/left_non14_88.txt.gz +b64840178955e3f9294a3a2a22126bdbe7c9918abcebfcc8f1edb38ef5e41ef3 data/left_non15_88.txt.gz +22e441b74e0a8ec0802f2a1f110f52a1d7d5a932c4c4cddde35a75e41bba7473 data/left_non16_89.txt.gz +cd515b9e44ec32cb0778d7657f8ed871247c5c46e96d0318a15cfcbadaa071c1 data/left_root.txt.gz +38f38cf984e6090b4671e61ff2783b329063fc76cd9ae0fa2ab001bd2d8ba9ac data/rows_input.csv +46d619f5dc75070130cd3fa6d5b29e7e328324edd764b16ccfa9b8bd8dae6f2f data/src_s7b_killed.csv +7ec397c718bece21757884abe7f61ebd29b1c491f7d4bffe0436887fc504ead4 data/src_scA2_killed.csv +8b2ba9ad0e9de0128fc8bfdaca60bbfce2aa61aca08f8df9cd3313b81e43286c data/src_scB2_killed.csv +ff487bfd58c6f551b009ef87d074acd8f93ff7472270c5e3fbb15f96a926f375 data/targets.txt +2d449dea2e6b68d089ac1a2360c86210718ed20869221fb555c60089eaeb4654 evidence/logs/log_non00_70.txt +8a8388dbd5159807f6dc126b52fcbeecf47bbff99a74a51898a49e07f5bb0648 evidence/logs/log_non01_73.txt +e86d1cafa24461311e3897da308b53e51a6fb5ea144e6e5bca9d6a8c014b71e1 evidence/logs/log_non02_76.txt +7091ca72a201f6f92e763784e774d741ec87d89ac0c9f53ef496ed8a6d5c3b66 evidence/logs/log_non03_77.txt +c38792aa9726b347903a876fdb94dd6fc73609c733c824b10d94ff8ed2436e82 evidence/logs/log_non04_78.txt +632950d88612ef32e80424459a37fd607b31a7ea69b6805d9cc1aad4e08d0023 evidence/logs/log_non05_79.txt +dc57c0905b37ce06f91ab422f0430048d3636514e51ed4e6bbf2b1eaa268b9d9 evidence/logs/log_non06_80.txt +d7e46fec027711e0a417726d1dffe920f3143dac65c346788d69c4d4f152e08e evidence/logs/log_non07_82.txt +22aa0e5fa75f5a0e4bffe280e71ddaa4a6f99488612ddb138b0b3ed267f6b489 evidence/logs/log_non08_84.txt +f804069659b3b02238b99794c05eddb5b89d83daaa1bc70cba26f2e35e06964e evidence/logs/log_non09_84.txt +f7759707973d925a3497800e458b29bda3d39725627163e647a84fd0a0c0ae56 evidence/logs/log_non10_85.txt +c0d4ad1b84918f6f8832f9ff172395ce1a00a834af56a038ebd6f3fb130208e7 evidence/logs/log_non11_85.txt +fc6a3e7e33cf1052c929fce2eccf972ee5a3c41e2c187185f793bb9b9db781a4 evidence/logs/log_non12_86.txt +efb69ca88d6b6e2e513cb1a2e0354c6f2ee137f5370137308a46cc21e77a547e evidence/logs/log_non13_87.txt +a805961d21de2ee40fb48dba8014213d105beafec9c42dd55e0335cec8c22a0c evidence/logs/log_non14_88.txt +125d011af46c78173de9b9f4baed1541278aaf2a826ae50df88229949f170720 evidence/logs/log_non15_88.txt +19328ef4c9cd8862397ff1e9712123c5bcd7a55f675f93b112829efa367b7014 evidence/logs/log_non16_89.txt +5267ca4a1c9f7bf1d16b764602f325e4da69dd77344e19fbf9073825dc4ee0c8 evidence/logs/nj4.out +2fce836af05a0f927ec5b06840aa752f41c8cfc5d5e826256eba0a9ea3813a62 evidence/verify_run.txt +c71d239df91726fc519c6eb72d318ec65820627232b2f796219e87dcf35d0ab4 LICENSE +1ea58e398f40239c0945d495a807b33bcadeb6d5dcd147a12bf71ff06a9ed7ec NOTICE.md +609ec45b47583ed1c0c6040426bf8cc74084c55b81f974a52b4e0ef187bbca69 README.md +163d8a84b4d2b0f2af66d55e0dc84604f3f985a15939ba405a02b0c430126244 requirements.txt +eea593a0b2fe80d1f751f63947ffeb2054b606e450fb30cee945e157fb93de57 verify.sh diff --git a/research/one-sided-residue-closures/NOTICE.md b/research/one-sided-residue-closures/NOTICE.md new file mode 100644 index 0000000000..c6f3494c2c --- /dev/null +++ b/research/one-sided-residue-closures/NOTICE.md @@ -0,0 +1,3 @@ +# Notice + +Prepared by DreamingOfClouds with Claude Opus 5.5 (Anthropic), via Claude Code; Apache-2.0 (`LICENSE`, copied from the repository root). diff --git a/research/one-sided-residue-closures/README.md b/research/one-sided-residue-closures/README.md new file mode 100644 index 0000000000..e8d1d9c868 --- /dev/null +++ b/research/one-sided-residue-closures/README.md @@ -0,0 +1,96 @@ +# One-sided decoder floors: 480 of the 603 `d ≥ 4` residues are closed (Circuit Lemma, relative root counting, plane lemma; 116 stay OPEN; no κ claim) + +> **Scope, stated first.** A research note in the line of #2816, #2826, #2862 and `research/one-sided-excess-three` (all ours). Pure finite combinatorics and linear algebra on the E8 root lines and the unit P112; **no κ claim, no window, no supplier word.** It closes **480 of the 603** weight multisets of the `d ≥ 4` residue list for the lift `S ⊇ 𝒞(E8)` (cost threshold 71, i.e. it shows `cost_w(S) ≥ 72` for lifts whose P112 restriction has that `T`-cell), through sources that an independent audit re-derived; **7** more rest on one earlier span-cover run that has *not* been re-audited; **116 stay OPEN**. Only `research/one-sided-residue-closures/` is added; nothing existing is changed. `verify.sh` recomputes the whole ledger from scratch (about 10 minutes by default; `FULL=1` adds about 56 CPU-minutes of covering runs, about 20 minutes at three processes, plus the exhaustive `N_4` run). +> Labels: **PROVEN** (argument below; the audit verdict is stated), **CHECKED** (an exact script that `verify.sh` re-runs), **RECORDED** (a log or output shipped, not re-run by default), **INHERITED** (a statement of an earlier note, cited, not recomputed), **OPEN**. + +## 0. Claims box + +| # | Statement | Status | +|---|---|---| +| R1 | **`s = 7` forces Class I** (CARRIER §1.3): if `cost_w(S) ≤ 71` and the `T`-cell has slack `s = cost(T) − 8d = 7`, then `x = c_8 = z = D = 0`, and the pieces of a minimum basis of `T` are basis members of `S` with drop 0 | PROVEN (audit: PROVEN; char-0 field) | +| R2 | **Circuit Lemma** (T-level and E8 version): for every `K ⊆ [a]`, `\|K\| ≤ d−1`, there is `c ≠ 0` in `R` vanishing on `K`, and `Off(h(c)) ⊆ ∪_{j ∉ K} Λ(F_j)`; in Class I the same holds in E8 with `Off_E` and `Λ_E` | PROVEN (audit: PROVEN) | +| R3 | **Relative root counting (RRC).** Fix `K0`, `\|K0\| = d−j`, `j ≥ 2`; a family of more than `N_j` `(j−1)`-subsets `M` of the complement with `cap(comp∖M) ≤ 77` and pairwise `cap(comp∖(M∪M')) ≤ 56` is impossible (`N_2..N_6 = 3, 6, 12, 20, 36`). `K0 = ∅` is the lemma of the earlier root-count note; the immediate rule is a `(d−1)`-set `K` with `cap(comp) < 57` | PROVEN (audit: PROVEN); `N_2, N_3` exhaustive [CHECKED], `N_4` exhaustive [CHECKED with `FULL=1`, log shipped], `N_5, N_6` by the ADE classification | +| R4 | **Lemma P (plane lemma, L1/L2) and Lemma P′** (weighted count): minimal nullity-2 sets of `≥ 4` small pieces (`e′ ≤ 2`), resp. `≥ 5` pieces (`e′ = 3`), are impossible; pure `T`-level statement, no scenario analysis | PROVEN (audit: PROVEN); covering facts F3/F4 CHECKED by the audit's independent `cov.c` (here), which reproduced the original implementations' facts | +| R5 | **Consolidated ledger** of all 603 rows: **480 KILLED** by audited sources, **7 KILLED(prior-only)** (earlier `(6,6,5)` span run at target 7, not re-audited), **116 OPEN** | CHECKED (`data/ledger_consolidated.csv`, recomputed byte for byte) | +| R6 | Corrections found by the audit, included: the `robust6` base-configuration gap (no result changed), and **Fact D**: "no `Off` has 89–91 lines" is false (3584 directions with `\|Off\| = 89`), harmless because four 6-flats cannot cover 80 of 89 lines | CHECKED | + +**Not claimed.** The 116 open rows; the `d ≤ 3` cells (closed in the earlier note, not touched); `d = 0`; positive characteristic; a κ or window claim. The list of 603 rows is an **input** (§6); its completeness is that of the earlier enumeration, not re-derived here. + +## 1. Setting and what is inherited + +Notation of #2816 §3, #2826 §2 and `one-sided-excess-three` §2: `P112` = the 112 non-frame E8 lines, `Λ(V)` = lines whose label (in `F2^9`) lies in the label subspace `V`, `weight(p) = rank_F2 ℓ(supp p)`, `Off(h) = supp p_h` for the codeword `p_h` of direction `h ∈ K^8`; `S ⊇ 𝒞(E8)` a lift with minimum-weight basis `B`, `ρ` the restriction to P112, `T = (ρS)_{≤7}`, `κ = cost_w(T)`, `D = 𝒞 ∩ T`, `d = dim D`, `s = κ − 8d` (slack), `q_1..q_a` a minimum-weight basis of `T` (weights `w_j ≤ 7`, `a = d + e`), pieces. A *violation* is `cost_w(S) ≤ 71`; a *cell* is `(d, multiset of w_j)`. +**INHERITED, not recomputed:** `\|Off(h)\| ≥ 53` (`= 53` roots, `56` frame, `≥ 70` otherwise); the flat caps `g(1..7) = 1,2,4,8,12,20,36` (here re-verified by `gtab.py`, and `g(8) = 64`); **peeling** `cost_w(S) = 64 + (cost(T) − 8d) + 8x + c_8`, `x ≥ 0` (#2816 §3.2), with `cost_w(T) ≥ 8d`; the lift identity `cost_w(S) = 64 + Δ + D`, `Δ = Σ_F w − 64`, `D = Σ drop` over the images `F = ρB` (#2816 §7); **Lemma B / the kill criterion** (#2826 §3, repeated in `one-sided-excess-three` §3.1). Classical: the lines of E8 orthogonal to a vector `h ≠ 0` form a closed root subsystem of rank ≤ 7, with ≤ 63 lines, `63` iff `h` is parallel to a root (E7), next largest D7 with 42. + +## 2. Accounting: `s = 7` forces Class I (R1) + +Put `z := dim(ker ρ ∩ S)`, `x := dim ρS − dim(T + 𝒞)`, `c_8` = excess of the non-`T` members of a minimum basis of `ρS` over weight 8, `drop(b) = w(b) − w(ρb)`. + +**2.1 Z-lemma (PROVEN).** `cost_w(S) ≥ cost_w(ρS) + z`. *Proof.* Let `B_0 = {b ∈ B : ρb = 0}`, `z_0 = |B_0|`, `B_1 = B∖B_0`. `ρB_1` spans `ρS` and has `dim ρS + (z − z_0)` members, hence contains a basis plus `z − z_0` surplus members of weight `≥ 1`: `Σ_{B_1} w(ρb) ≥ cost_w(ρS) + z − z_0`; `Σ_{B_0} w(b) ≥ z_0`; `w(b) ≥ w(ρb)`. ∎ (Equality forces all surplus and `B_0` members to have weight 1.) + +**2.2 Peeling for `ρS` (INHERITED).** `cost_w(ρS) = 64 + s + 8x + c_8`. Since `Σ_F w ≥ cost_w(ρS)` for the spanning family `F = ρB`, `Δ ≥ s + 8x + c_8`. + +**2.3 Theorem R1.** Suppose `cost_w(S) ≤ 71` and `s = 7`. By 2.1 and 2.2, `71 ≥ cost_w(S) ≥ cost_w(ρS) + z = 64 + 7 + 8x + c_8 + z`, so `x = c_8 = z = 0` and `cost_w(S) = 71`; with `cost_w(S) = 64 + Δ + D`, `Δ ≥ 7` forces `Δ = 7`, `D = 0`, `Σ_F w = 71 = cost_w(ρS)`. Thus `F` is a minimum-weight basis of `ρS`, and by matroid greedy the members of `F` of weight `≤ 7` form a minimum basis of `T`. Every `b ∈ B` has `drop(b) = 0` (`D = 0`): the pieces are basis members of `S` with drop 0 (**Class I**). ∎ + +**2.4 The `s = 6` scenarios (R1′).** For `s = 6`: `x = 0`, `c_8 + z ≤ 1`. +(α) `z = 1`: equality in 2.1 forces `z_0 = 1` (the alternative would give a basis vector proportional to a single `δ_t`, impossible), so `B_0 = {δ_f}` for a frame line `f`, `F` is a minimum basis of `ρS`, `Δ = 6`, `D = 1`, all other members drop 0: **Class I with one extra line `f`**. +(β) `z = 0`, `c_8 ∈ {0,1}`, `Δ + D ≤ 7`: (β1) `Δ = 6, D = 0`: Class I as in 2.3; (β2) `Δ = 6, D = 1`: one member `b*` drops (it is a non-`T` member, or the unit, or a piece of weight `w` whose lift has E8 weight `w+1`); (β3) `Δ = 7, D = 0`: (β3-i) `F_T` is a basis of `T` of total weight `κ+1` (one piece one heavier), or (β3-B) one weight-7 piece is missing and `d` drops by one. +*Use in this note:* a cell with `s = 6` is declared dead only if **all** of the following variants are dead (kill engine `scen()` in `checks/rrc_audit.py`): the base cell; the base cell with every cap raised by 1 (extra line `f`); for every weight `x` present, the cell with one piece of weight `x` replaced by `x+1` (the dropping member); and, if a 7 is present, the cell with one 7 removed and `d` lowered by 1. The audit verified the scenario list as complete (Gale dominance) for the `s = 6` rows and found that the original script's `robust6` helper accepted a variant without testing the base configuration; the shipped engine tests the base cell too, and no result changes. For `s ≤ 5` no scenario analysis is attempted: those rows are killed only by the `T`-level Lemma P (§5). + +## 3. Circuit Lemma (R2) + +Let `q_1..q_a` be a minimum basis of `T`, `supp q_j ⊆ Λ(F_j)`, `dim F_j = w_j`, and `R := {c ∈ K^a : Σ c_j q_j ∈ 𝒞}`. As the `q_j` are independent, `c ↦ Σ c_j q_j` is injective and `dim R = dim D = d`. Define `h(c)` by `Σ c_j q_j = p_{h(c)}|_{P112}`; `c ↦ h(c)` is linear and injective (`p_h ≠ 0` for `h ≠ 0`). +**Lemma.** For `K ⊆ [a]`, `\|K\| ≤ d−1`: `{c ∈ R : c|_K = 0}` is the kernel of `\|K\|` linear conditions on a `d`-dimensional space, so has dimension `≥ d − \|K\| ≥ 1`. A non-zero `c` of it has `Off(h(c)) ⊆ ∪_{j ∈ supp c} supp q_j ⊆ ∪_{j ∉ K} Λ(F_j)`, and `\|Off(h)\| ≥ 53`. ∎ +**E8 version (Class I).** If the pieces are basis members `b_j` of `S` with drop 0 and `z = 0`: let `y_j` be the E8 vectors, `supp_E y_j ⊆ Λ_E(F_j)` with `F_j` the label span of `supp_E y_j`, `dim F_j = w(b_j) = w_j` (this is the definition of E8 weight). Then `Σ c_j y_j ∈ S` restricts on P112 to `p_{h(c)}|_{P112}`, as does `p^E_{h(c)} ∈ 𝒞 ⊆ S`; their difference lies in `ker ρ ∩ S = 0`. So `Σ c_j y_j = p^E_{h(c)}` exactly and `Off_E(h(c)) ⊆ ∪_{j ∈ supp c} Λ_E(F_j)`, `\|Λ_E(F_j)\| ≤ g(w_j)`. (With `z = 1`, add the single line `f`.) ∎ +**G1 (classical).** `\|Off_E(h)\| = 120 − \|Φ ∩ h^⊥\|`; `Φ ∩ h^⊥` is a closed root subsystem of rank ≤ 7, so `\|Off_E(h)\| = 57` if `h` is parallel to a root and `≥ 78` otherwise. **Consequence:** an element `c` with `cap(supp c) := Σ g(w_j) ≤ 77` has a **root** direction `h(c)`; `\|Off_E\| ≥ 57` always. + +## 4. Relative root counting (R3) + +**Statement.** Class I (E8 version). `K0 ⊆ [a]`, `\|K0\| = d−j`, `j ≥ 2`, `comp = [a]∖K0`, `cap(S) = Σ_{i ∈ S} g(w_i)` (plus 1 for an extra line `f` where §2.4 requires). Let `F` be a family of `(j−1)`-subsets `M ⊆ comp` with (i) `cap(comp∖M) ≤ 77`, (ii) `cap(comp∖(M∪M')) ≤ 56` for distinct `M, M'`, (iii) `\|F\| > N_j`, where `N_j` = the maximum number of E8 root lines in a `j`-dimensional subspace, `N_1..N_6 = 1, 3, 6, 12, 20, 36`. Then no `S` with `cost_w(S) ≤ 71` and this cell exists. *Immediate rule:* if some `(d−1)`-subset `K` has `cap([a]∖K) ≤ 56` the cell is dead at once (`\|Off_E\| ≥ 57`). For `K0 = ∅`, `j = d` this is the earlier root-count note. +*Proof.* `R_{K0} = {c ∈ R : c|_{K0} = 0}` has dimension `≥ j`; take a `j`-dimensional `R′ ≤ R_{K0}`. (1) For `M ∈ F`, `{c ∈ R′ : c|_M = 0}` has dimension `≥ 1`: pick `c_M ≠ 0`; its support lies in `comp∖M`, so `\|Off_E(h(c_M))\| ≤ cap(comp∖M) ≤ 77`, and by G1 `h(c_M)` is a root direction. (2) The roots are distinct: if `h(c_M) ∥ h(c_{M′})` then by injectivity `c_M ∥ c_{M′}`, and the common vector vanishes on `K0 ∪ M ∪ M′`, so `57 ≤ \|Off_E\| ≤ cap(comp∖(M∪M′)) ≤ 56`, contradiction. (3) So `\|F\|` distinct root lines lie in the `j`-dimensional space `h(R′)`. The root lines in a subspace `U` form a root system `Φ ∩ U` closed under its own reflections, of rank ≤ `j`, simply laced (ADE), with at most `N_j` positive roots (`j=2`: A2 3; `j=3`: A3 6; `j=4`: D4 12 (A4 10); `j=5`: D5 20 (A5 15); `j=6`: E6 36 (D6 30, A6 21); reducible types are smaller since `N_{r1} + N_{r2} ≤ N_{r1+r2}`). `\|F\| > N_j` is a contradiction. ∎ +**Finite inputs.** `g` by exhaustive enumeration of all affine flats of `F2^8` against the 120 root classes (`gtab.py`, own E8 model `e8.py`: 1,2,4,8,12,20,36,64). `N_2 = 3`, `N_3 = 6` by exhaustive enumeration of all root-spanned subspaces (`nj.py`: 4900 and 85680 subspaces); `N_4 = 12` likewise (661,542 subspaces; `FULL=1`, log `evidence/logs/nj4.out`); `N_5 = 20`, `N_6 = 36` by the ADE classification stated above (not enumerated). +**Application.** `checks/rrc_audit.py` searches, for every cell, over all multisets `K0` of `d−j` pieces (`j = 2..d`) for a family `F` (greedy, several orders); `verify()` re-checks every certificate (sizes, caps, distinctness, `\|F\| > N_j`) independently of the search. `s = 7` rows: one variant (Class I). `s = 6` rows: all variants of §2.4. Result: `s = 7`: 298 of 404 rows dead, `s = 6`: 89 of 153 rows dead; all 47 class-B rows and all 25 earlier root-count rows are dead (`check_ledger.py`). + +## 5. Lemma P and Lemma P′ (R4) + +Setting (`T`-level, no scenario): `λ: T → T/D ≅ K^e`, `M` the matroid of `λ_j = λ(q_j)`. For `P ⊆ [a]`, `R_P = {c : supp c ⊆ P, Σ c_j q_j ∈ 𝒞}`, `dim R_P = \|P\| − r_M(P)`. +**Lemma 1 (contraction by small pieces).** Let `S ⊆ [a]` with `Σ_{S} g(w_j) < 53`, `X = ∪_S supp q_j`, `s = Σ_S g(w_j) ≥ \|X\|`. (a) `S` is `M`-independent (a dependency is a codeword supported on `< 53` lines). (b) `n_{M/S}(P) = dim R_{P ∪ S}`. (c) Every circuit `C` of `M/S` gives `c_C ∈ R_{C∪S}` unique up to scalar with `supp c_C ∖ S = C`; distinct circuits give distinct direction lines `h_C`, and `Off(h_C) ∖ X ⊆ ∪_{j ∈ C} Λ(F_j)`. +**Lemma 2 (plane lemma).** A minimal `P ⊆ [a]∖S` with `n_{M/S}(P) = 2` has circuits exactly `C_i = P ∖ K_i` for the `t ≥ 2` parallel classes `K_i` of `N^*` (`N = (M/S)|P`), whose `t` direction lines are distinct and lie in the 2-dimensional space `h(R_{P∪S})`. **Fact E:** the roots in a real plane form A1, A1×A1 or A2, so a plane holds `≤ 3` E8 lines, `≤ 1` frame line if it holds an A2. +**Fact D (direction list; proof of completeness in `dirs.py`'s header: rank-7 perps are `h` of norm `≤ 16`, rank-6 perps are root-spanned planes, rank `≤ 5` perps force `\|Off\| ≥ 92`).** All directions with `\|Off\| ≤ 89`: 112 roots (53), 8 frame (56), and **21,340 non-E8 masks** in 17 orbits of the frame stabiliser (sizes 70 … 89; CHECKED: `dirs.py`, `mkreps.py`). *Correction:* the original text claimed no `Off` of 89–91 lines; in fact one orbit of 3584 directions has `\|Off\| = 89` (e.g. `h ∝ (3,0,1,0,1,0,1,0)/2`). It is harmless: the bound needed is `\|Off\| ≤ 80 + s ≤ 89` for four ≤6-flats plus `X`, and four 6-flats cannot cover 80 of those 89 lines (the exact covering run has no leftover of `≤ 9` lines for this orbit; `facts_check.py`). +**Lemma P.** Let `S` be as in Lemma 1 with `s ≤ 9`, `e′ = e − \|S\|`, `Q` = pieces outside `S` of weight `≤ 6`, `m = \|Q\|`. A 3-circuit of `M/S` in `Q` is *special* if its direction is a root (not frame), an *other* 4-circuit has a non-E8 direction; `σ ≥ #special 3-circuits`, `ω′ ≥ #other 4-circuits` (valid for every admissible `X`, from the covering facts). **(L1)** `e′ ≤ 2`, `m ≥ 4`: impossible. **(L2)** `e′ = 3`, `m ≥ 5` and either `C(m,5) > σ·min(7+σ, 3(⌊(m−1)/2⌋−1)) + ω′(m−4)` or (`ω′ = 0` and `m − σ ≥ 5`): impossible. +*Proof.* No loops or 2-circuits (caps `20+s`, `40+s < 53`). A 3-circuit has cap `≤ 60 + s ≤ 69`, so by Fact D its direction is a root or a frame line (frame: ≤ 8 distinct). A minimal `P ⊆ Q` of nullity 2 with `\|P\| ≤ 5` is one of: (I) `\|P\| = 4`, four 3-circuits, four E8 lines in a plane (contradicts E); (II) `\|P\| = 5`, classes (2,2,1): two 3-circuits through `x` and a 4-circuit, not both 3-circuits frame (A2 holds ≤ 1 frame line), so one is special; (III) one 3-circuit + three 4-circuits; (IV) five 4-circuits: ≥ 4 directions in a plane hold ≤ 3 E8 lines, so some 4-circuit is other. (L1): any 4 pieces of `Q` have nullity ≥ 2 (rank ≤ 2), only (I) remains. (L2): every 5-subset has nullity ≥ 2 and is of type (II) with a special 3-circuit (determined by a pair of 3-circuits: ≤ `σ·min(7+σ, 3(⌊(m−1)/2⌋−1))`) or contains an other 4-circuit (each lies in `m−4` five-subsets); counting gives the inequality; the hitting form deletes one piece from each special 3-circuit. ∎ +**Lemma P′ (weighted count; replaces `ω′(m−4)` when `ω′ > 0`).** Let `rank_{M/S} Q = 3` (else L1). The triples are lines of a linear system, `n_3 ≤ ⌊m⌊(m−1)/2⌋/3⌋`. Weight each 5-subset by a lower bound on the number of other 4-circuits inside: type IV `≥ 2` (5 directions in a plane, ≤ 3 E8 lines), type III `≥ 1`, type II `≥ 0`; ≥ 3 triples in 5 points are impossible. With `A = #III`, `B = #II`, each triple in `C(m−3, 2)` five-sets: `ω′(m−4) ≥ 2C(m,5) − n_3·C(m−3,2)`. For `m = 10`: `6ω′ ≥ 504 − 273`, `ω′ ≥ 39 > 32`. ∎ (The brute-force check of the extremal inequality over 3000 random maximal triple systems is not re-run here.) +**Parameters `(σ, ω′)` (`lemp_audit.params`; each backed by a covering fact, §7).** `X = ∪_S supp q_j`: `s ≤ 3`: `(s, 0)`; `s = 4`: `(4, 0)` if `Σw ≤ 3` else `(5, 0)`; `s = 5`: `(9, 0)`; `S ∈ {{1,1,3},{2,3}}`: `(34, 0)`; `S = {4}`: `(9, 0)` or `(9, 32)`; `S = {1,4}`: `(17, 0)` or `(17, 32)` (both cases must kill). The audited engine applies L1/L2/P′ to **all 603 rows** (not only class A): **375 rows are killed** (125 by L1, 250 by L2/P′), including all 74 original class-A kills. +**D7 plane fact (CHECKED, exact rational arithmetic, `d7plane.py`).** The 32 directions served by one D7 8-set lie in no plane with a third of them, and a plane through two of them holds 0 (384 pairs) or 2 (112 pairs) E8 lines. (Not used by any kill; kept as the supporting fact for the open `[7,6^8,4,4]`-type rows.) + +## 6. The ledger (R5) + +`data/rows_input.csv` is the **input** list of the 603 `(d, multiset)` cells with `d ≥ 4`, slack `s = Σ w − 8d ∈ {4,5,6,7}`, produced by the earlier enumeration (necessary conditions of #2816 and the Basis-Lemma kills of #2826/#2862); `verify.sh` checks that rows are distinct and well formed but does not re-derive the list. `data/ledger_consolidated.csv` has one line per row: `audit_status` (`KILLED` / `KILLED(prior-only)` / `OPEN`), the source(s) (`killed_by`) and the certificates (RRC: scenario, `K0`, `j`, family size or `IMM K`; Lemma P: lemma, `S`, `e′`, `m`). A row is `KILLED` iff some `[audited]` source kills it. + +| slack | rows | KILLED | KILLED(prior-only) | OPEN | +|---|---|---|---|---| +| 4 | 4 | 4 | 0 | 0 | +| 5 | 42 | 31 | 0 | 11 | +| 6 | 153 | 116 | 2 | 35 | +| 7 | 404 | 329 | 5 | 70 | +| **all** | **603** | **480** | **7** | **116** | + +By source among the 480: Lemma P only 93 (4 + 31 + 27 + 31), RRC only 105 (14 + 91), both 282 (75 + 207). `s = 7` rows rely on R1, `s = 6` rows killed by RRC alone on R1′ (all variants), rows killed by Lemma P alone are dead in every scenario (pure `T`-level). +**The 7 prior-only rows** (`d = 8`; indices 381, 384, 576, 577, 578, 580, 581 of the input) are `[7^6,6,6,5,5,5,1]`, `[7^7,6,5,5,5]`, `[7^7,6,5,5,5,1]`, `[7^7,6,6,5,3,2]`, `[7^7,6,6,5,5]`, `[7^8,5,5,3,2]`, `[7^8,5,5,5]`. They are killed only by an earlier span-cover run (a `(6,6,5)` configuration with no free lines, target 7, 48/48 chunks, no crack) by a single implementation that was **not re-audited**; if that run is not accepted, 123 rows are OPEN instead of 116. +**The 116 OPEN rows**, by `(d, slack)`: `(4,7)`: 2; `(6,7)`: 11; `(7,6)`: 11; `(7,7)`: 17; `(8,5)`: 11; `(8,6)`: 24; `(8,7)`: 40. By the earlier triage tag (`earlier_status` column, kept for traceability): 75 `OPEN class OK`, 20 class A, 19 class C, 2 class D. The class-A residue is the seven-heavy and `e′ = 4` rows of the plane-lemma note (a 7-flat version of Lemma P and a 5-circuit direction fact are missing); the others need either span runs (class OK) or three or more free lines on a 3-flat (class C). + +## 7. What `verify.sh` checks, and how heavy it is + +0. `MANIFEST.sha256`. +1. Constants: `g(1..8)`, `N_2`, `N_3` (`N_4` with `FULL=1`), E8 model assertions. +2. P112 model (`p112.py`), frame stabiliser of order 172,032 (`mkgroup.py`; `mkreps.py` checks every element preserves the frame and is label-linear), the complete direction list for `\|Off\| ≤ 89` (`dirs.py`) and that the 17 representative masks of `data/targets.txt` have disjoint orbits covering all 21,340 non-E8 masks; the 3-dimensional dual subspaces giving all 788,035 six-flats (`flats.py`). +3. Exact covering enumeration `cov.c` (all `k`-tuples of inclusion-maximal 6-flat sets restricted to the target; records every leftover of `≤ 9` lines, label rank `≤ 5` when `\> 6`): the root target (53 lines, `k = 3`, 3.05·10^9 leaves, 117,180 distinct leftovers) is **recomputed and compared**, as are the two non-trivial targets `\|Off\| = 79, 80`; the other 15 targets (`k = 4`; each 120–700 s, about 61 CPU-minutes for the 17 targets) are the shipped outputs (**RECORDED**, `data/left_*.txt.gz`, timing logs in `evidence/logs`) unless `FULL=1`. The rank `≤ 5` filter is justified because `params` uses leftovers of 7–9 lines only for `X` inside a 4-flat set (+1 line). +4. `anroot.py` / `annon.py` / `facts_check.py`: facts (a)–(f) for roots (min leftover 4; 96 four-line leftovers per root of label rank 4; ≤ 1 root per 4-leftover; 5-sets serve ≤ 4 roots; 6-set bound 28; 4-flat set serves ≤ 1; 4-flat + 1 line ≤ 8) and for non-E8 directions (min leftover 6, six-sets only for 79/80 with no rank-3 4-subset, form-F leftovers only for the 70 orbit, ≤ 32 directions per D7 set, none at all for 89), each mapped to a `params` entry; `d7plane.py`. +5. `run_rrc.py` (every certificate re-verified), `lemp_audit.py` (reproduces the 74 original kills), `build_ledger.py`, `check_ledger.py` (byte-identical to the shipped ledger; 480 / 7 / 116; all 47 class-B, 25 root-count, 74 class-A kills present). + +`evidence/logs` holds the timing logs of the full covering runs (`log_non*.txt`, 17 targets) and the exhaustive `N_4` run (`nj4.out`) of the audit; `evidence/verify_run.txt` is the output of a default `verify.sh` run. + +## 8. Overlap and credit + +Builds on **#2816** (setting, peeling, cost model, flat caps), **#2826** (Basis Lemma, direction list, Lemma S66), **#2862** and `research/one-sided-excess-three` (Lemma B and the kill criterion, slack ≤ 3), the decoder-floor notes `one-sided-decoders-all-m`, `one-sided-six-multisets` (all ours). The `d ≤ 3` cells use the same Circuit Lemma and are not repeated here. The E8 lattice, root-system and Weyl-group facts used are classical (Dynkin, Borel–de Siebenthal; ADE classification). No file is copied from another contributor. + +Prepared by DreamingOfClouds with Claude Opus 5.5 (Anthropic), via Claude Code; Apache-2.0 (`LICENSE`). diff --git a/research/one-sided-residue-closures/checks/annon.py b/research/one-sided-residue-closures/checks/annon.py new file mode 100644 index 0000000000..b62590dd11 --- /dev/null +++ b/research/one-sided-residue-closures/checks/annon.py @@ -0,0 +1,77 @@ +# F4 facts (other 4-circuits) from left_nonXX.txt; orbit-mapped counts of directions served per X shape. +import numpy as np, pickle, sys, itertools, glob +from collections import Counter, defaultdict +import p112 as p +G=np.load('G.npy'); PL=p.PL; Pidx=np.array(p.P); inv={g:i for i,g in enumerate(p.P)} +reps=pickle.load(open('dirreps.pkl','rb')) +pcnt=lambda x:bin(x).count('1') +def lines(x): return [i for i in range(112) if x>>i&1] +rank=lambda ls:p.f2rank([PL[i] for i in ls]) +def span(vs): + S={0} + for v in vs: + if v not in S: S|={s^v for s in S} + return S +def flats4_containing(vs): + S=span(vs); k=len(S).bit_length()-1 + if k>4: return [] + if k==4: return [frozenset(S)] + out=set() + def ext(S): + if len(S)==16: out.add(frozenset(S)); return + for v in range(1,512): + if v not in S: ext(S|{s^v for s in S}) + ext(S); return list(out) +lam=lambda F: sum(1< set of (mask-id) served ; mask-id = orbit image bits +famflag=[] +for k,(sz,osz,o,tags) in enumerate(reps): + fn='left_non%02d_%d.txt'%(k,sz) + try: f=open(fn) + except: summary.append((k,sz,'MISSING')); continue + hdr=f.readline().strip(); L=[] + for line in f: + lo,hi=line.split(); L.append(int(lo,16)|(int(hi,16)<<64)) + L=sorted(set(L),key=pcnt); mins=[] + for x in L: + if not any((m&~x)==0 for m in mins): mins.append(x) + hist=sorted(Counter(map(pcnt,mins)).items()) + mn=min(map(pcnt,mins)) if mins else '>9' + six=[x for x in mins if pcnt(x)==6] + bad6=[x for x in six if any(rank(c)<=3 for c in itertools.combinations(lines(x),4))] + formF=[] + for x in mins: + ls=lines(x) + if len(ls)>9: continue + if rank(ls)<=4 or any(rank([i for i in ls if i!=l])<=4 for l in ls): formF.append(x) + isfam=any(t[0]=='r6fam' for t in tags) + summary.append((k,sz,osz,'fam' if isfam else 'r7',hdr.split()[-1],'min',mn,'hist',hist,'six',len(six),'bad6',len(bad6),'formF',len(formF),[ (pcnt(x),rank(lines(x))) for x in formF][:5])) + if formF: + if isfam: famflag.append((k,sz)) + # map over orbit: for each g, image of mask & leftovers + seenm={} + for g in G: + gm=0 + for i in o: gm|=1<>64) + if _n and (((_lo[:_n]&~xl)==0)&((_hi[:_n]&~xh)==0)).any(): continue + mins.append(x); _lo[_n]=xl; _hi[_n]=xh; _n+=1 +print('distinct leftovers',len(L),' minimal',len(mins),' size hist of minimal',sorted(Counter(map(pcnt,mins)).items())) +assert all(not (x>>r0p)&1 for x in mins) +def lines(x): return [i for i in range(112) if x>>i&1] +rank=lambda ls:p.f2rank([PL[i] for i in ls]) +print('(a) min |L| =',min(map(pcnt,mins))) +m4=[x for x in mins if pcnt(x)==4]; print('(b) #4-leftovers per root',len(m4),' ranks',Counter(rank(lines(x)) for x in m4)) +rep={} +for g in G: + r=int(g[r0]) + if r not in rep: rep[r]=g + if len(rep)==112: break +assert len(rep)==112 +roots=sorted(rep) +# column permutation of the 112 P-bits induced by each coset representative +perms={r:np.array([inv[int(rep[r][Pidx[i]])] for i in range(112)]) for r in roots} +N=len(mins) +Bm=np.zeros((N,112),dtype=np.uint8) +for k,x in enumerate(mins): + for i in lines(x): Bm[k,i]=1 +sz=np.array([pcnt(x) for x in mins]) +w=np.uint64(1)<>l&1: served[x|1<>r&1}) for X,rs in served.items()) +print('(c) max #roots r not in X served by a 5-set X:',best5) +print('(d) 6-set bound 15*n4+6*n5+n6 =',15*n_by[4]+6*n_by[5]+n_by[6]) +# (e),(f): 4-flats +def span(vs): + S={0} + for v in vs: + if v not in S: S|={s^v for s in S} + return S +def flats4_containing(vs): + S=span(vs); k=len(S).bit_length()-1 + if k>4: return [] + if k==4: return [frozenset(S)] + out=set() + def ext(S): + if len(S)==16: out.add(frozenset(S)); return + for v in range(1,512): + if v not in S: ext(S|{s^v for s in S}) + if k==3: + for v in range(1,512): + if v not in S: out.add(frozenset(S|{s^v for s in S})) + else: ext(S) + return list(out) +lam=lambda F: sum(1<9: continue + ls=lines(x); a=rank(ls)<=4 + bl=[l for l in ls if rank([i for i in ls if i!=l])<=4] + if a or bl: qual.append((x,a,bl)) +print('base minimal sets of type A/B:',len(qual)) +A=defaultdict(set); B=defaultdict(set) +for x,a,bl in qual: + for r in roots: + ri=inv[r]; pm=perms[r] + ls=[int(pm[i]) for i in lines(x)] + if a: + for F in flats4_containing([PL[i] for i in ls]): A[F].add(ri) + for l in bl: + lm=int(pm[l]); rest=[i for i in ls if i!=lm] + for F in flats4_containing([PL[i] for i in rest]): + if PL[lm] not in F: B[(F,lm)].add(ri) +bestE=0 +for F,rs in A.items(): + X=lam(F); bestE=max(bestE,len({r for r in rs if not X>>r&1})) +print('(e) max #roots outside X served, X = 4-flat set:',bestE, ' #4-flats serving some root:',len(A)) +bestF=bestE +# keys (F,l), l outside F: not in B -> served set is A[F]; the max over such l is <= max_F |A[F]\X_F| (some l outside A[F] and F always exists) +for (F,l),v in B.items(): + X=lam(F)|1<>r&1})) +print('(f) max #roots outside X served, X = 4-flat set + 1 line:',bestF) diff --git a/research/one-sided-residue-closures/checks/build_ledger.py b/research/one-sided-residue-closures/checks/build_ledger.py new file mode 100644 index 0000000000..e3eb6a5650 --- /dev/null +++ b/research/one-sided-residue-closures/checks/build_ledger.py @@ -0,0 +1,42 @@ +# consolidated ledger for the 603 d>=4 rows (input data/rows_input.csv) +import csv, ast, json, os +from paths import DATA +from collections import Counter +rows=list(csv.DictReader(open(os.path.join(DATA,'rows_input.csv')))) +rrc=json.load(open('rrc_results.json')) +lp=json.load(open('lemp_results.json')) +key=lambda d,ws:(int(d),tuple(sorted(ws))) +def keyset(fn,wcol='weights'): + try: return {key(r['d'],ast.literal_eval(r[wcol])) for r in csv.DictReader(open(fn))} + except FileNotFoundError: return set() +scA2=keyset(os.path.join(DATA,'src_scA2_killed.csv')); scB2=keyset(os.path.join(DATA,'src_scB2_killed.csv')); s7b=keyset(os.path.join(DATA,'src_s7b_killed.csv')) +LP_OK=True # set False if covering facts fail (see REPORT) +out=[]; cnt=Counter() +for i,r in enumerate(rows): + ws=ast.literal_eval(r['weights']); k=key(r['d'],ws); src=[]; cert=[] + st=r['status'] + if st.startswith('KILLED span'): src.append('earlier span-cover run (6,6,5)s0@T7 [prior, not re-audited]') + o=rrc[i] + if o[4]==True: + tags=[] + for tag,c in o[5]: + if c[0]=='IMM': tags.append('%s:IMM K=%s'%(tag,list(c[1]))) + else: tags.append('%s:j=%d K0(g)=%s |F|=%d'%(tag,c[2],list(c[1]),len(c[4]))) + lab='RRC' + if st.startswith('CIRCUIT-proven'): lab='root-count immediate rule / RRC' + if k in s7b: lab='RRC with K0 empty' + if k in scB2: lab='RRC (class B)' + src.append(lab+' [audited]'); cert.append(' ; '.join(tags)) + if LP_OK and lp[str(i)]: + v=lp[str(i)] + if k in scA2: src.append('Lemma P/P\' [audited; original class-A kill]') + else: src.append('Lemma P at T-level [audited lemma, new application]') + cert.append('LemmaP %s S=%s e\'=%d m=%d'%(v[0],v[1],v[2],v[3])) + status='KILLED' if any('[audited' in s for s in src) else ('KILLED(prior-only)' if src else 'OPEN') + cnt[(status)]+=1 + out.append([i,r['d'],r['slack'],r['weights'],r['e'],st,status,' | '.join(src),' || '.join(cert)]) +with open('ledger_recomputed.csv','w',newline='') as f: + w=csv.writer(f,lineterminator='\n'); w.writerow(['row','d','slack','weights','e','earlier_status','audit_status','killed_by','certificates']); w.writerows(out) +print(cnt) +c2=Counter((r[2],r[6]) for r in out); print(sorted(c2.items())) +op=[r for r in out if r[6]=='OPEN']; print('OPEN by orig class',Counter(r[5] for r in op)) diff --git a/research/one-sided-residue-closures/checks/check_ledger.py b/research/one-sided-residue-closures/checks/check_ledger.py new file mode 100644 index 0000000000..8e026576b8 --- /dev/null +++ b/research/one-sided-residue-closures/checks/check_ledger.py @@ -0,0 +1,27 @@ +# Compares the recomputed ledger (ledger_recomputed.csv, from build_ledger.py) with the shipped data/ledger_consolidated.csv and asserts the headline counts. +import csv, ast, sys, os +from collections import Counter +from paths import DATA +ok = True +def chk(name, cond): + global ok; ok &= bool(cond); print(('PASS ' if cond else 'FAIL ') + name) +new = open('ledger_recomputed.csv', 'rb').read(); old = open(os.path.join(DATA, 'ledger_consolidated.csv'), 'rb').read() +chk('recomputed ledger is byte-identical to data/ledger_consolidated.csv', new == old) +L = list(csv.DictReader(open('ledger_recomputed.csv'))) +chk('603 rows', len(L) == 603) +ws = [tuple(sorted(ast.literal_eval(r['weights']), reverse=True)) for r in L] +keys = [(int(r['d']), w) for r, w in zip(L, ws)] +chk('rows are distinct (d, multiset) pairs with d in 4..8, weights in 1..7, slack = sum(w) - 8d in 4..7, e = #pieces - d', len(set(keys)) == 603 and all( + 4 <= int(r['d']) <= 8 and all(1 <= x <= 7 for x in w) and sum(w) - 8 * int(r['d']) == int(r['slack']) and 4 <= int(r['slack']) <= 7 and len(w) - int(r['d']) == int(r['e']) for r, w in zip(L, ws))) +c = Counter(r['audit_status'] for r in L) +chk('480 KILLED by audited sources, 7 KILLED(prior-only), 116 OPEN', c == {'KILLED': 480, 'KILLED(prior-only)': 7, 'OPEN': 116}) +chk('every KILLED row has a certificate string; every OPEN row has none', all((r['certificates'] != '') == (r['audit_status'] == 'KILLED') for r in L if r['audit_status'] != 'KILLED(prior-only)')) +po = [r for r in L if r['audit_status'] == 'KILLED(prior-only)'] +chk('the 7 prior-only rows are exactly rows with no audited certificate and the earlier span-cover tag', all('prior, not re-audited' in r['killed_by'] and '[audited' not in r['killed_by'] for r in po)) +def keyset(fn): return {(int(r['d']), tuple(sorted(ast.literal_eval(r['weights']), reverse=True))) for r in csv.DictReader(open(os.path.join(DATA, fn)))} +st = {k: r['audit_status'] for k, r in zip(keys, L)} +for fn, n, nm in (('src_scB2_killed.csv', 47, 'class-B (RRC)'), ('src_s7b_killed.csv', 25, 'root-count (K0 empty)'), ('src_scA2_killed.csv', 74, 'class-A (Lemma P / P\')')): + S = keyset(fn); chk('all %d earlier %s kills are KILLED by the audited recomputation' % (n, nm), len(S) == n and all(st[k] == 'KILLED' for k in S)) +tab = Counter((int(r['d']), int(r['slack']), r['audit_status']) for r in L) +print('OPEN rows by (d, slack):', sorted((d, s, n) for (d, s, a), n in tab.items() if a == 'OPEN')) +print('PASS ledger' if ok else 'FAIL ledger'); sys.exit(0 if ok else 1) diff --git a/research/one-sided-residue-closures/checks/cov.c b/research/one-sided-residue-closures/checks/cov.c new file mode 100644 index 0000000000..04eade7126 --- /dev/null +++ b/research/one-sided-residue-closures/checks/cov.c @@ -0,0 +1,49 @@ +// AUDIT-SC exact covering enumerator (independent of SC-A c/mcov.c, menum.c). +// usage: cov lo hi k Lmax forced out.txt (target mask over 112 P112 lines, lo=lines 0..63, hi=64..111, hex) +// Enumerates all k-tuples of inclusion-maximal 6-flat sets (restricted to target), records every leftover L with +// |L|<=Lmax and (|L|<=6 or labelrank(L)<=5) and forced line not in L. Writes distinct leftovers + stats. +#include +#include +#include +#include +typedef struct {uint64_t lo,hi;} M; +static int pc(M a){return __builtin_popcountll(a.lo)+__builtin_popcountll(a.hi);} +static int lab[112]; +static int rnk(M a){int b[9];int n=0;for(int i=0;i<112;i++){int in=i<64?(a.lo>>i)&1:(a.hi>>(i-64))&1;if(!in)continue;int x=lab[i];for(int j=0;jhi!=y->hi)return x->hihi?-1:1;if(x->lo!=y->lo)return x->lolo?-1:1;return 0;} +static M*S;static int ns,K,LMAX,NEED,FORCED;static M T;static int tsz; +// hash set of leftovers +#define HS (1<<24) +static M*H;static char*Hu;static long nh=0;static int minleft=999;static long nleaf=0; +static void add(M l){uint64_t h=(l.lo*0x9E3779B97F4A7C15ULL)^(l.hi*0xC2B2AE3D27D4EB4FULL);size_t i=(h>>20)&(HS-1);while(Hu[i]){if(H[i].lo==l.lo&&H[i].hi==l.hi)return;i=(i+1)&(HS-1);}Hu[i]=1;H[i]=l;nh++;if(nh>HS/2){fprintf(stderr,"hash full\n");exit(2);}} +static void dfs(int t,int start,M cov){ + int c=pc(cov); + if(t==K){M l={T.lo&~cov.lo,T.hi&~cov.hi};int s=tsz-c;nleaf++;if(s=0){int in=FORCED<64?(l.lo>>FORCED)&1:(l.hi>>(FORCED-64))&1; if(in)return;} + if(s<=6||rnk(l)<=5)add(l);} return;} + for(int i=start;i=start allows repeats +} +int main(int argc,char**argv){ + T.lo=strtoull(argv[1],0,16);T.hi=strtoull(argv[2],0,16);K=atoi(argv[3]);LMAX=atoi(argv[4]);FORCED=atoi(argv[5]); + tsz=pc(T);NEED=tsz-LMAX; + FILE*f=fopen("labels112.bin","rb");fread(lab,4,112,f);fclose(f); + f=fopen("flats6.bin","rb");fseek(f,0,SEEK_END);long n=ftell(f)/16;fseek(f,0,SEEK_SET);M*A=malloc(n*16);fread(A,16,n,f);fclose(f); + for(long i=0;i0;s--)if(hist[s])fprintf(stderr," %d:%d",s,hist[s]);fprintf(stderr,"\n"); + H=calloc(HS,16);Hu=calloc(HS,1); + M z={0,0};dfs(0,0,z); + FILE*o=fopen(argv[6],"w");fprintf(o,"# target %d maximal %d leaves %ld minleft(within bound) %d distinct_leftovers %ld\n",tsz,ns,nleaf,minleft,nh); + for(size_t i=0;i=3). +import pickle, itertools, sys +from fractions import Fraction +from math import lcm +import p112 as p +def rref(M): + M = [[Fraction(x) for x in r] for r in M]; piv = []; r = 0 + for c in range(len(M[0])): + k = next((i for i in range(r, len(M)) if M[i][c] != 0), None) + if k is None: continue + M[r], M[k] = M[k], M[r]; M[r] = [x / M[r][c] for x in M[r]] + for i in range(len(M)): + if i != r and M[i][c] != 0: M[i] = [a - M[i][c] * b for a, b in zip(M[i], M[r])] + piv.append(c); r += 1 + if r == len(M): break + return M[:r], piv +def rank(M): return len(rref(M)[1]) +def nullvec(M): + R, piv = rref(M); free = [c for c in range(len(M[0])) if c not in piv] + assert len(free) == 1, len(free) + f = free[0]; v = [Fraction(0)] * len(M[0]); v[f] = Fraction(1) + for row, c in zip(R, piv): v[c] = -row[f] + L = lcm(*[x.denominator for x in v]); return [int(x * L) for x in v] +D = pickle.load(open('formF.pkl', 'rb'))['A'] +F, ms = max(D.items(), key=lambda t: len(t[1])) +n4 = sum(1 for i in range(112) if p.PL[i] in F) +H = [] +for gm in ms: + perp = [p.P[i] for i in range(112) if not gm >> i & 1] + H.append(nullvec([list(p.LINES[i]) for i in perp])) +E8 = [list(l) for l in p.LINES] +c3 = {}; cE = {} +for a, b in itertools.combinations(range(len(H)), 2): + assert rank([H[a], H[b]]) == 2 + t = sum(1 for c in range(len(H)) if c not in (a, b) and rank([H[a], H[b], H[c]]) == 2) + e = sum(1 for l in E8 if rank([H[a], H[b], l]) == 2) + c3[t] = c3.get(t, 0) + 1; cE[e] = cE.get(e, 0) + 1 +print('4-flat holds %d lines of P112; directions served: %d; third served directions in a plane: %s; E8 lines in a plane: %s' % (n4, len(H), c3, cE)) +ok = n4 == 8 and len(H) == 32 and c3 == {0: 496} and set(cE) <= {0, 2} +print(('PASS' if ok else 'FAIL') + ' D7 plane fact: no plane contains three of the 32 directions; each plane through two holds 0 or 2 E8 lines (%s)' % cE) +sys.exit(0 if ok else 1) diff --git a/research/one-sided-residue-closures/checks/dirs.py b/research/one-sided-residue-closures/checks/dirs.py new file mode 100644 index 0000000000..d9f6f81e50 --- /dev/null +++ b/research/one-sided-residue-closures/checks/dirs.py @@ -0,0 +1,53 @@ +# AUDIT-SC: complete list of P112 Off-masks with |Off| <= 89 (non-E8 directions), own derivation: +# rank-7 perp: h primitive E8 vector of norm = det(E8 cap V) <= det Q(Psi) <= 12 (types table) -> enumerate norm <= 16; +# rank-6 perp: V^perp is a root-spanned plane (Hermite, det <= 4) -> generic h in that plane; rank <= 5: <= 20 lines -> |Off| >= 92. +import numpy as np, itertools, pickle +import p112 as p +LA=p.LA # doubled coords +P=np.array(p.P) +vecs=[] +rng=np.arange(-3,4) +# integer vectors (true coords), doubled +g=np.array(np.meshgrid(*[rng]*8,indexing='ij')).reshape(8,-1).T +g=g[(g.sum(1)%2==0)&((g**2).sum(1)<=16)&((g**2).sum(1)>0)] +vecs.append(2*g) +h=np.array([-5,-3,-1,1,3,5]) +g2=np.array(np.meshgrid(*[h]*8,indexing='ij')).reshape(8,-1).T # doubled half-integers +g2=g2[((g2.sum(1)//2)%2==0)&((g2**2).sum(1)<=64)] +vecs.append(g2) +V=np.concatenate(vecs); print('E8 vectors norm<=16:',len(V)) +# primitive: not 2*E8 vector etc. -> just dedupe directions by canonical primitive form via gcd of doubled coords handled by mask dedupe +D=(V@LA.T) # 4* +perp=(D==0) +rk={} +masks={} +def rank_lines(ix): + if len(ix)==0: return 0 + return np.linalg.matrix_rank(LA[ix].astype(float)) +cnt7=0 +for k in range(len(V)): + Z=np.nonzero(perp[k])[0] + if len(Z)<23: continue + r=rank_lines(Z) + if r!=7: continue + off=tuple(sorted(set(P.tolist())-set(Z.tolist()))) + isroot=(V[k]@V[k]==8) + masks.setdefault(off,set()).add(('r7','root' if isroot else 'non', int(V[k]@V[k])//4)) +# rank-6 families: planes spanned by two roots +for a,b in itertools.combinations(range(120),2): + A=LA[[a,b]] + Z=np.nonzero(((LA@A.T)==0).all(1))[0] + if len(Z)<23: continue + if rank_lines(Z)!=6: continue + off=tuple(sorted(set(P.tolist())-set(Z.tolist()))) + masks.setdefault(off,set()).add(('r6fam',)) +out={} +for off,tags in masks.items(): + if len(off)<=89: out[off]=tags +roots=[o for o,t in out.items() if any(x[0]=='r7' and x[1]=='root' for x in t)] +non=[o for o,t in out.items() if not any(x[0]=='r7' and x[1]=='root' for x in t)] +from collections import Counter +print('masks |Off|<=89: total',len(out),' E8-root masks',len(roots),' non-E8',len(non)) +print('size hist non-E8',sorted(Counter(len(o) for o in non).items())) +print('fam masks', sum(1 for o in non if any(x[0]=='r6fam' for x in out[o])), 'sizes',sorted(Counter(len(o) for o in non if any(x[0]=='r6fam' for x in out[o])).items())) +pickle.dump({'non':non,'rootmasks':roots,'tags':out},open('dirs.pkl','wb')) diff --git a/research/one-sided-residue-closures/checks/e8.py b/research/one-sided-residue-closures/checks/e8.py new file mode 100644 index 0000000000..c2aa811b81 --- /dev/null +++ b/research/one-sided-residue-closures/checks/e8.py @@ -0,0 +1,26 @@ +# AUDIT-SC independent E8 model: roots in SIMPLE-ROOT coordinates generated from the E8 Cartan matrix +# (no reuse of CARRIER/lib.py). Labels = (1, coefficient vector mod 2) in F2^9. +import itertools, numpy as np +# E8 Dynkin: chain 0-1-2-3-4-5-6 with node 7 attached to node 4 (Bourbaki-like; any E8 labelling works) +edges=[(0,1),(1,2),(2,3),(3,4),(4,5),(5,6),(4,7)] +C=np.eye(8,dtype=int)*2 +for a,b in edges: C[a,b]=C[b,a]=-1 +assert round(np.linalg.det(C))==1 +def ip(u,v): return int(np.array(u)@C@np.array(v)) +simple=[tuple(int(i==k) for i in range(8)) for k in range(8)] +roots=set(simple)|{tuple(-x for x in s) for s in simple} +frontier=list(roots) +while frontier: + new=[] + for r in frontier: + for s in simple: + c=ip(r,s); t=tuple(x-c*y for x,y in zip(r,s)) + if t not in roots: roots.add(t); new.append(t) + frontier=new +roots=sorted(roots); assert len(roots)==240 +pos=[r for r in roots if any(r) and next(x for x in r if x)>0] +lines=sorted(pos); assert len(lines)==120 +assert all(ip(r,r)==2 for r in lines) +cls=[sum((x%2)< (so = G[l]@h for h in simple coords) diff --git a/research/one-sided-residue-closures/checks/facts_check.py b/research/one-sided-residue-closures/checks/facts_check.py new file mode 100644 index 0000000000..92ef4d65f5 --- /dev/null +++ b/research/one-sided-residue-closures/checks/facts_check.py @@ -0,0 +1,25 @@ +# Asserts that the covering facts recomputed by anroot.py / annon.py (outputs passed as argv[1], argv[2]) support every parameter used by lemp_audit.params. +import re, sys +a = open(sys.argv[1]).read(); b = open(sys.argv[2]).read(); ok = True +def chk(name, cond): + global ok; ok &= bool(cond); print(('PASS ' if cond else 'FAIL ') + name) +g = lambda pat, s: re.search(pat, s) +chk('F3(a): three <=6-flats cover Off(r) minus L only if |L| >= 4 (root not in L)', int(g(r'\(a\) min \|L\| = (\d+)', a).group(1)) == 4) +chk('F3(b): exactly 96 four-line leftovers per root, all of label rank 4', g(r'\(b\) #4-leftovers per root 96 ranks Counter\(\{4: 96\}\)', a) is not None) +nb = eval(g(r'by size: (\{.*?\})', a).group(1)) +chk('each 4-line leftover serves <= 1 root, 5-line <= 2, 6-line <= 1', nb[4] == 1 and nb[5] <= 2 and nb[6] == 1) +chk('F3(c): a 5-line X serves <= 4 roots outside X (sigma(s=5) <= 5+4 = 9)', int(g(r'\(c\) .*: (\d+)', a).group(1)) <= 4) +chk('F3(d): 6-line X: roots outside X <= 15*1+6*2+1 = 28 (sigma <= 6+28 = 34)', int(g(r'\(d\) .* = (\d+)', a).group(1)) <= 28) +chk('F3(e): X = 4-flat set serves <= 1 root outside X (sigma({4}) <= 8+1 = 9)', int(g(r'\(e\) .*?: (\d+)', a).group(1)) <= 1) +chk('F3(f): X = 4-flat set + 1 line serves <= 8 roots outside X (sigma({1,4}) <= 9+8 = 17)', int(g(r'\(f\) .*?: (\d+)', a).group(1)) <= 8) +rows = re.findall(r"^\((\d+), (\d+), (\d+), '(\w+)', '(\d+)', 'min', (\S+), 'hist', .*?'six', (\d+), 'bad6', (\d+), 'formF', (\d+)", b, re.M) +chk('annon covers all 17 orbit representatives', len(rows) == 17) +R = [dict(sz=int(r[1]), left=int(r[4]), mn=r[5], six=int(r[6]), bad6=int(r[7]), formF=int(r[8])) for r in rows] +chk('F4: every non-E8 direction (|Off| <= 89, 17 orbits) has min leftover >= 6 for four <=6-flats (so s <= 5 gives omega\'=0)', all(x['mn'] == "'>9'" or int(x['mn']) >= 6 for x in R)) +chk('F4: 6-line leftovers occur only for |Off| in {79, 80} (16 six-sets each) and none contains a 4-set of label rank <= 3 (omega\'=0 for the s=6 types {1,1,3},{2,3})', + {x['sz'] for x in R if x['six']} == {79, 80} and all(x['six'] == 16 for x in R if x['six']) and all(x['bad6'] == 0 for x in R)) +chk('F4: form-F leftovers (<=9 lines, rank <=4 or +1 line) exist only for the |Off|=70 orbit; no family mask has one', [x['sz'] for x in R if x['formF']] == [70] and 'family masks with form-F leftovers (would give infinitely many directions): []' in b) +chk('F4: one 4-flat set (8 lines, D7 type) serves <= 32 directions; 4-flat set + 1 line <= 32 (omega\' in {0, 32})', + int(g(r'X = 4-flat set: max #directions served (\d+)', b).group(1)) == 32 and int(g(r'X = 4-flat set \+ 1 line: max #directions served (\d+)', b).group(1)) == 32) +chk('no leftover of <= 9 lines at all for |Off| = 89 (four 6-flats cannot cover 80 of 89)', [x for x in R if x['sz'] == 89 and x['left'] == 0 and x['mn'] == "'>9'"] != []) +print('PASS facts' if ok else 'FAIL facts'); sys.exit(0 if ok else 1) diff --git a/research/one-sided-residue-closures/checks/flats.py b/research/one-sided-residue-closures/checks/flats.py new file mode 100644 index 0000000000..3f145889f9 --- /dev/null +++ b/research/one-sided-residue-closures/checks/flats.py @@ -0,0 +1,24 @@ +# all 6-dim subspaces of F2^9 (kernels of 3-dim dual subspaces, RREF enumeration) -> P112 line masks (lo,hi uint64) +import numpy as np, itertools +import p112 as p +PL=p.PL # 112 labels +par=np.array([bin(x).count('1')&1 for x in range(512)]) +mv=np.zeros((512,2),dtype=np.uint64) +for v in range(1,512): + z=[i for i in range(112) if par[PL[i]&v]==0] + lo=sum(1<=64) + mv[v]=(lo,hi) +out=[] +n=9;m=3 +for piv in itertools.combinations(range(n),m): + free=[(i,c) for i in range(m) for c in range(n) if c not in piv and c>piv[i]] + for b in itertools.product((0,1),repeat=len(free)): + rows=[1<>np.arange(8))&1) # 120x8 +def subspaces_dual(m): + # all m-dim subspaces of F2^8 (as m x 8 RREF matrices), generated by pivot pattern + for piv in itertools.combinations(range(8),m): + free=[(i,c) for i in range(m) for c in range(8) if c not in piv and c>piv[i]] + for b in itertools.product((0,1),repeat=len(free)): + M=np.zeros((m,8),dtype=np.int64) + for i,p in enumerate(piv): M[i,p]=1 + for (i,c),v in zip(free,b): M[i,c]=v + yield M +g={} +for w in range(1,9): + k=w-1; m=8-k + if m==0: g[w]=120; continue + best=0; nsub=0 + for M in subspaces_dual(m): + nsub+=1 + syn=(bits@M.T)%2 @ (1<= 6 + if s==4: return [(4 if sum(S)<=3 else 5,0)] # fact (b) + if s==5: return [(9,0)] # fact (c) + if sorted(S) in ([1,1,3],[2,3]): return [(34,0)] # fact (d) bound 6+28; fact (h) + if sorted(S)==[4]: return [(9,0),(9,32)] # facts (e),(i) + if sorted(S)==[1,4]: return [(17,0),(17,32)] # facts (f),(i) + return None +def L2(m,sg,om): + ok=False + if m>=5: + pairs=sg*min(7+sg,3*((m-1)//2-1)) + if comb(m,5)>pairs+om*(m-4): ok=True + if om==0 and m-sg>=5: ok=True + n3=(m*((m-1)//2))//3 + if om*(m-4)<2*comb(m,5)-n3*comb(m-3,2): ok=True # Lemma P' + return ok +def lemmaP(ws,e): + small=sorted(x for x in ws if x<=4) + for k in range(len(small)+1): + for S in sorted(set(itertools.combinations(small,k))): + S=list(S); s=sum(G[x] for x in S) + if s>9: continue + rest=list(ws) + for x in S: rest.remove(x) + ep=e-len(S); m=sum(1 for x in rest if x<=6) + if ep<=2 and m>=4: return ('L1',S,ep,m) + if ep==3: + P=params(S) + if P and all(L2(m,sg,om) for sg,om in P): return ('L2/P\'',S,ep,m,P) + return None +if __name__=='__main__': + rows=list(csv.DictReader(open(os.path.join(DATA,'rows_input.csv')))) + out={} + for i,r in enumerate(rows): + ws=ast.literal_eval(r['weights']); e=int(r['e']) + v=lemmaP(ws,e) + out[i]=v + json.dump({str(k):v for k,v in out.items()},open('lemp_results.json','w')) + from collections import Counter + print('Lemma P kills (all 603 rows):',sum(1 for v in out.values() if v), Counter(v[0] for v in out.values() if v)) + A=list(csv.DictReader(open(os.path.join(DATA,'src_scA2_killed.csv')))) + keyA={(int(r['d']),tuple(sorted(ast.literal_eval(r['weights'])))) for r in A} + mine={(int(rows[i]['d']),tuple(sorted(ast.literal_eval(rows[i]['weights'])))) for i,v in out.items() if v} + print('SC-A/A2 74 rows reproduced:',len(keyA&mine),'/',len(keyA),' extra rows outside class A:',len(mine-keyA)) diff --git a/research/one-sided-residue-closures/checks/manifest_check.py b/research/one-sided-residue-closures/checks/manifest_check.py new file mode 100644 index 0000000000..0c39981713 --- /dev/null +++ b/research/one-sided-residue-closures/checks/manifest_check.py @@ -0,0 +1,12 @@ +# Step 0 of verify.sh: every line of MANIFEST.sha256 (" ") must match the file; the manifest must list every file of the package except itself. +import hashlib, os, sys +root = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) +listed = {} +for l in open(os.path.join(root, 'MANIFEST.sha256')): + h, p = l.rstrip('\n').split(' ', 1); listed[p] = h +bad = [p for p, h in listed.items() if not os.path.isfile(os.path.join(root, p)) or hashlib.sha256(open(os.path.join(root, p), 'rb').read()).hexdigest() != h] +allf = {os.path.relpath(os.path.join(d, f), root) for d, _, fs in os.walk(root) for f in fs if '__pycache__' not in d and f != 'MANIFEST.sha256' and not f.endswith('.pyc')} +extra = sorted(allf - set(listed)) +print(('FAIL' if bad else 'PASS') + ' manifest: %d files hash-checked, %d mismatching %s' % (len(listed), len(bad), bad[:3])) +print(('FAIL' if extra else 'PASS') + ' manifest lists every package file (%d unlisted %s)' % (len(extra), extra[:3])) +sys.exit(1 if bad or extra else 0) diff --git a/research/one-sided-residue-closures/checks/mkgroup.py b/research/one-sided-residue-closures/checks/mkgroup.py new file mode 100644 index 0000000000..2ce1d7d5f9 --- /dev/null +++ b/research/one-sided-residue-closures/checks/mkgroup.py @@ -0,0 +1,38 @@ +# AUDIT-SC: frame stabiliser in W(E8), as permutations of the 120 lines (own construction). +import numpy as np, random, pickle, sys +import p112 as p +idx={l:i for i,l in enumerate(p.LINES)} +def perm_of(fun): return np.array([idx[p.canon(fun(np.array(l)))] for l in p.LINES],dtype=np.int16) +def refl(a): + a=np.array(a); return perm_of(lambda v: tuple(v-((v@a)//4)*a)) +REF=[refl(r) for r in p.LINES] +gens=[] +def coord(f): return perm_of(lambda v: tuple(f(list(v)))) +gens.append(coord(lambda v:[v[1],v[0]]+v[2:])) +gens.append(coord(lambda v:v[2:4]+v[0:2]+v[4:])) +gens.append(coord(lambda v:v[0:2]+v[4:6]+v[2:4]+v[6:])) +gens.append(coord(lambda v:v[0:4]+v[6:8]+v[4:6])) +for k in range(7): gens.append(coord(lambda v,k=k:[(-x if i in (k,k+1) else x) for i,x in enumerate(v)])) +F=set(p.FRAME) +def pres(g): return set(g[list(F)].tolist())==F +assert all(pres(g) for g in gens) +rng=random.Random(11); cur=np.arange(120,dtype=np.int16); extra=[] +for step in range(400000): + cur=REF[rng.randrange(120)][cur] + if pres(cur): extra.append(cur.copy()) + if len(extra)>=6: break +print('found',len(extra),'frame-preserving random elements after',step,'steps') +gens+=extra +# closure +seen={np.arange(120,dtype=np.int16).tobytes()}; frontier=[np.arange(120,dtype=np.int16)] +while frontier: + nf=[] + for g in frontier: + for h in gens: + k=h[g]; b=k.tobytes() + if b not in seen: seen.add(b); nf.append(k) + frontier=nf +print('|G| =',len(seen)) +Gel=np.array([np.frombuffer(b,dtype=np.int16) for b in seen]) +np.save('G.npy',Gel) +# label-linearity check on generators: label(g(l)) = A label(l) for some linear A (check via rank of joint system) diff --git a/research/one-sided-residue-closures/checks/mkreps.py b/research/one-sided-residue-closures/checks/mkreps.py new file mode 100644 index 0000000000..525218fd19 --- /dev/null +++ b/research/one-sided-residue-closures/checks/mkreps.py @@ -0,0 +1,82 @@ +# Orbit bookkeeping for the non-E8 direction masks (dirs.pkl) under the frame stabiliser G (G.npy), and the covering targets. +# * every element of G preserves the frame and acts label-linearly (so covering facts transport along G); +# * the 17 representative masks of data/targets.txt have pairwise disjoint G-orbits whose union is ALL 21,340 non-E8 masks with |Off|<=89; +# * the root target is Off(r0) (53 lines). Writes dirreps.pkl (input of annon.py). Prints PASS/FAIL lines. +import numpy as np, pickle, os, sys +import p112 as p +from paths import DATA +G = np.load('G.npy'); D = pickle.load(open('dirs.pkl', 'rb')) +ok = True +def rep(name, cond, msg=''): + global ok; ok &= bool(cond); print(('PASS ' if cond else 'FAIL ') + name + (' ' + msg if msg else '')) +rep('G has 172032 elements', len(G) == 172032, str(len(G))) +fr = np.array(sorted(p.FRAME)) +rep('G preserves the frame', all(set(g[fr].tolist()) == set(fr.tolist()) for g in G[:2000]) and (np.sort(G[:, fr], axis=1) == fr).all()) +# label-linearity of every element: express each line label in a basis of 9 independent labels (lines bi) +LAB = p.LAB; basis = []; coeff = {} +span = {0: 0} +for i in range(120): + if int(LAB[i]) not in span: + k = len(basis); basis.append(i) + for v, m in list(span.items()): span[v ^ int(LAB[i])] = m | (1 << k) + if len(basis) == 9: break +assert len(basis) == 9 +cm = np.array([span[int(LAB[i])] for i in range(120)]) # coefficient bitmask over basis +Gi = G.astype(np.int64) +imgb = LAB[Gi[:, basis]] # |G| x 9 images of basis labels +pred = np.zeros((len(G), 120), dtype=np.int64) +for k in range(9): + sel = ((cm >> k) & 1).astype(bool) + pred[:, sel] ^= imgb[:, [k]] +rep('every element of G is label-linear (label(g(l)) = A label(l))', (pred == LAB[Gi]).all()) +pos = {g: i for i, g in enumerate(p.P)} +def hexm_to_global(lo, hi): + m = int(lo, 16) | (int(hi, 16) << 64) + return tuple(p.P[i] for i in range(112) if m >> i & 1) +T = [l.split() for l in open(os.path.join(DATA, 'targets.txt')) if l.strip()] +Dnon = set(D['non']); allnon = set(Dnon) +# root target +r0 = p.P[0]; off_r = tuple(i for i in p.P if p.IP[i, r0] != 0) +rt = [t for t in T if t[0] == 'root'][0] +rep('root target = Off(r0), 53 lines', hexm_to_global(rt[1], rt[2]) == off_r and len(off_r) == 53 and int(rt[4]) == pos[r0]) +def img_masks(o): + idx = G[:, list(o)].astype(np.int64) # |G| x |o| global indices + lo = np.zeros(len(G), dtype=np.uint64); hi = np.zeros(len(G), dtype=np.uint64) + posarr = np.array([pos.get(i, -1) for i in range(120)]) + ps = posarr[idx] + assert (ps >= 0).all() + for c in range(ps.shape[1]): + pc = ps[:, c] + lo |= np.where(pc < 64, np.uint64(1) << np.minimum(pc, 63).astype(np.uint64), np.uint64(0)) + hi |= np.where(pc >= 64, np.uint64(1) << np.maximum(pc - 64, 0).astype(np.uint64), np.uint64(0)) + return set(zip(lo.tolist(), hi.tolist())) +def to_masks(S): + out = set() + for o in S: + lo = hi = 0 + for i in o: + q = pos[i] + if q < 64: lo |= 1 << q + else: hi |= 1 << (q - 64) + out.add((lo, hi)) + return out +allmasks = to_masks(Dnon) +seen = set(); reps = [] +for t in T: + if t[0] == 'root': continue + o = hexm_to_global(t[1], t[2]); sz = len(o) + assert o in Dnon, t + orb = img_masks(o) + rep('orbit of %s: %d masks, all in the direction list, disjoint from earlier orbits' % (t[0], len(orb)), orb <= allmasks and not (orb & seen)) + seen |= orb + tags = D['tags'][tuple(sorted(o))] + reps.append((sz, len(orb), o, tags)) +rep('the 17 orbits cover all %d non-E8 masks with |Off|<=89' % len(allmasks), seen == allmasks, '%d vs %d' % (len(seen), len(allmasks))) +rep('orbit sizes sum to 21340', sum(r[1] for r in reps) == 21340 == len(allmasks)) +big = [r for r in reps if r[0] == 89] +rep('Fact D correction: exactly one orbit with |Off| = 89, of 3584 directions', len(big) == 1 and big[0][1] == 3584) +# root/frame masks: single G-orbits +rm = to_masks(D['rootmasks']); roots = [m for m in D['rootmasks'] if len(m) == 53]; frs = [m for m in D['rootmasks'] if len(m) == 56] +rep('direction list: 112 root masks (|Off|=53) and 8 frame masks (|Off|=56), nothing else with |Off|<=69 but 70+', len(roots) == 112 and len(frs) == 8 and min(len(o) for o in Dnon) == 70) +pickle.dump(reps, open('dirreps.pkl', 'wb')) +print('PASS mkreps' if ok else 'FAIL mkreps'); sys.exit(0 if ok else 1) diff --git a/research/one-sided-residue-closures/checks/nj.py b/research/one-sided-residue-closures/checks/nj.py new file mode 100644 index 0000000000..002e54e8dc --- /dev/null +++ b/research/one-sided-residue-closures/checks/nj.py @@ -0,0 +1,23 @@ +# N_j = max #E8 root lines in a j-dim subspace (char 0). Exhaustive over root-spanned subspaces, j<=J. +# r in span(B) (B independent) iff Gram det(B+r)=0; Gram from the E8 Cartan form (pos. def.), entries small ints -> rounding exact. +import numpy as np, sys +from e8 import lines, C +L=np.array(lines,dtype=np.int64); n=len(L); Gm=L@C@L.T # 120x120 Gram +def contained(B): + k=len(B); idx=np.array(B) + GB=Gm[np.ix_(idx,idx)] + # det of bordered matrices for all r at once + M=np.zeros((n,k+1,k+1)); M[:,:k,:k]=GB; M[:,:k,k]=Gm[idx,:].T; M[:,k,:k]=Gm[idx,:].T; M[:,k,k]=Gm.diagonal() + dets=np.rint(np.linalg.det(M)).astype(np.int64) + return frozenset(np.nonzero(dets==0)[0].tolist()) +J=int(sys.argv[1]) +level={(frozenset([i]),(i,)) for i in range(n)} +for j in range(2,J+1): + seen={} + for S,B in level: + for i in range(n): + if i in S: continue + T=contained(list(B)+[i]) + if T not in seen: seen[T]=tuple(B)+(i,) + level=set(seen.items()) + print('j=%d: #root-spanned subspaces %d, max lines %d'%(j,len(level),max(len(s) for s,_ in level)),flush=True) diff --git a/research/one-sided-residue-closures/checks/p112.py b/research/one-sided-residue-closures/checks/p112.py new file mode 100644 index 0000000000..82c6e18f02 --- /dev/null +++ b/research/one-sided-residue-closures/checks/p112.py @@ -0,0 +1,46 @@ +# AUDIT-SC independent P112 model (D8 coordinates doubled; own lattice basis for labels; own frame code). +import itertools, numpy as np +R=[] +for i,j in itertools.combinations(range(8),2): + for a in (2,-2): + for b in (2,-2): + v=[0]*8; v[i]=a; v[j]=b; R.append(tuple(v)) +for s in itertools.product((1,-1),repeat=8): + if s.count(-1)%2==0: R.append(s) +assert len(R)==240 +def canon(v): + for x in v: + if x: return tuple(v) if x>0 else tuple(-y for y in v) +LINES=sorted({canon(r) for r in R}); NL=len(LINES); assert NL==120 +LA=np.array(LINES,dtype=np.int64) +IP=(LA@LA.T)//4 # true inner products +assert (np.diag(IP)==2).all() +# lattice basis: first 8 roots (in a fixed pseudo-random order, seed 7) with Gram det 1 (unimodular => basis of E8) +import random +rng=random.Random(7); order=list(range(240)); rng.shuffle(order) +Bv=[] +for k in order: + cand=Bv+[list(R[k])] + M=np.array(cand,dtype=float); g=M@M.T/4 + if abs(np.linalg.det(g))>0.5: Bv=cand + if len(Bv)==8: + if round(np.linalg.det(np.array(Bv,dtype=float)@np.array(Bv,dtype=float).T/4))==1: break + Bv=Bv[:7] +Bm=np.array(Bv,dtype=float) +assert round(np.linalg.det(Bm@Bm.T/4))==1 +Binv=np.linalg.inv(Bm) +co=np.rint(LA@Binv).astype(np.int64); assert np.allclose(co@Bm,LA) +cls=(co%2) +LAB=np.array([1|int(sum(int(b)<<(k+1) for k,b in enumerate(c))) for c in cls]) # 9-bit labels, bit0 = affine 1 +assert len(set(LAB.tolist()))==120 +FRAME=[LINES.index(canon(tuple(v))) for v in ([2,2,0,0,0,0,0,0],[2,-2,0,0,0,0,0,0],[0,0,2,2,0,0,0,0],[0,0,2,-2,0,0,0,0],[0,0,0,0,2,2,0,0],[0,0,0,0,2,-2,0,0],[0,0,0,0,0,0,2,2],[0,0,0,0,0,0,2,-2])] +assert all(IP[a,b]==0 for a in FRAME for b in FRAME if a!=b) +P=[i for i in range(NL) if i not in FRAME]; NP=len(P); assert NP==112 +PL=LAB[P] +def f2rank(vs): + b=[] + for x in vs: + x=int(x) + for y in b: x=min(x,x^y) + if x: b.append(x) + return len(b) diff --git a/research/one-sided-residue-closures/checks/paths.py b/research/one-sided-residue-closures/checks/paths.py new file mode 100644 index 0000000000..76b0ddbd19 --- /dev/null +++ b/research/one-sided-residue-closures/checks/paths.py @@ -0,0 +1,3 @@ +import os +CHECKS = os.path.dirname(os.path.abspath(__file__)) +DATA = os.path.join(os.path.dirname(CHECKS), 'data') diff --git a/research/one-sided-residue-closures/checks/rrc_audit.py b/research/one-sided-residue-closures/checks/rrc_audit.py new file mode 100644 index 0000000000..60046812f9 --- /dev/null +++ b/research/one-sided-residue-closures/checks/rrc_audit.py @@ -0,0 +1,78 @@ +# AUDIT-SC independent RRC engine (relative root counting, SC-B2 Lemma RRC; j=d is SC-S7B's lemma; immediate rule = S7a). +# Certificate = (K0 multiset of g-values, j, family of (j-1)-index-subsets M of comp) with +# cap(comp\M)+extra <= 77, cap(comp\(M u M'))+extra <= 56 (distinct M,M'), |F| > N_j. +# Immediate: some (d-1)-subset K with cap([a]\K)+extra <= 56. +import itertools, random, functools +from collections import Counter +G={1:1,2:2,3:4,4:8,5:12,6:20,7:36,8:64} # verified by gtab.py (independent model) +N={1:1,2:3,3:6,4:12,5:20,6:36,7:63,8:120} # ADE classification; N_2,N_3 exhaustive (nj.py), N_4 run nj4.out +def submultisets(cnt,k): + keys=sorted(cnt) + def rec(i,k): + if k==0: yield (); return + if i==len(keys): return + v=keys[i] + for t in range(min(cnt[v],k),-1,-1): + for rest in rec(i+1,k-t): yield (v,)*t+rest + yield from rec(0,k) +def clique(comp,j,extra,tries=30): + cap=sum(comp)+extra; m=len(comp) + nodes=[M for M in itertools.combinations(range(m),j-1) if cap-sum(comp[i] for i in M)<=77] + if len(nodes)<=N[j]: return None + def ok(A,B): return cap-sum(comp[i] for i in set(A)|set(B))<=56 + rnd=random.Random(1) + orders=[sorted(nodes,key=lambda M:-sum(comp[i] for i in M)), sorted(nodes,key=lambda M:sum(comp[i] for i in M)), list(nodes)] + for t in range(tries if len(nodes)<3000 else 3): o=list(nodes); rnd.shuffle(o); orders.append(o) + best=[] + for o in orders: + F=[] + for M in o: + if all(ok(M,X) for X in F): F.append(M) + if len(F)>len(best): best=F + if len(best)>N[j]: return best + return None +@functools.lru_cache(maxsize=None) +def kill(gv,d,extra=0): + gv=tuple(sorted(gv,reverse=True)); a=len(gv) + if d<1: return None + # immediate: K = d-1 largest + if sum(gv[d-1:])+extra<=56: return ('IMM',gv[:d-1]) + cnt=Counter(gv) + for j in range(2,d+1): + for K0 in submultisets(cnt,d-j): + rest=cnt.copy(); rest.subtract(Counter(K0)); comp=sorted(rest.elements(),reverse=True) + F=clique(comp,j,extra) + if F: return ('RRC',K0,j,tuple(comp),tuple(F)) + return None +def verify(cert,gv,d,extra): + """independent re-check of a certificate""" + gv=sorted(gv,reverse=True) + if cert[0]=='IMM': + K=list(cert[1]); assert len(K)==d-1 + rest=Counter(gv); rest.subtract(Counter(K)); assert min(rest.values())>=0 + assert sum(rest.elements())+extra<=56; return True + _,K0,j,comp,F=cert + assert len(K0)==d-j and j>=2 + assert sorted(list(K0)+list(comp))==sorted(gv) + cap=sum(comp)+extra + assert len(set(F))==len(F)>N[j] + for M in F: + assert len(M)==j-1 and len(set(M))==j-1 and all(0<=iwMr2V(+e;>bH z-}W;>K9Bv|`}Onv$DUvL^;X`}`Q>;n`S||r{okMe{OjZMzaQWCufPBK{nvl(U-n-= zetdp>zdwJe-~Rsd{f{5}@g;ANQo`pC_-{}3QR?fA^#xr)kL&rn)3K-iIOutME^Zfn zeTKqR%oWcg(-jD4KGQ48^Dh_N`di3|S*|$sCw(6GFjM*w&EwwW+hC?`?5#fK`Wi9~ zvhxH}n;g_DcrD==M@k!yMPn452i70fVe-a<75dcPMQ$%^Db*oc;9k!ALB7nBItts6tXg3+PqzMw~k8OQ1!5$alQ zzT&OW71usMl+Ggsd)rn6)ut#$M0*z$|KKUhS_X@eDYxz&H1hf4D~hh=**@T}9a^T2 zmPlAT?A-IJ8LeJ{Z4$?HMT^_#ifcs20UfTl$4;BTX<#wIbwMc#LI{vweBJGf`a0i5 zjJgl$rFl^OAN)+Q{@@AkzPG^`>d6JwtE@dxEXF8~Wd0dX8Knf-?_msDEwC3Bwnw)* z6zgNiE(Q*9+rIQ{>hXi13>9H~zRi+fFfH~7gWb2ku# z9UY!m`0QqZA?5^=VVRN1m5WA0e8tgYKLw~QnUDs+AkTHw2F|AQYN5qk%N|8o-#w1O z(J-(+@v*ly2^oLRQ48!xpVgD@zHjle!f7uLpjU>9nyhqgJs=NXIif)#zJETlDiZkJt6zVqBF&T!GiF- zC-0x~12@Lm^GoSj3M`%)9@I;Xfji`6YLA9j7x~CszbFRz9Mv)Cv^*$BGcC5_%WHc~ zK1MFqK0xNDA#?2fgZ;xJzxcYKCANr&qcR07Cl56ckrn43Z&$BP$-;TSb(pM<0UM9= z%d>UYgh3`F2WvTcJ=a#{P)ehrW@OL$fWH8ZThBivn`ZHk_O}b}C(ThSUP!UeRT2h_ z-f~O6%j6%Rcgf5zd=}$c>|U}yuD7~o;F*%C2?^R=Ms|!X_A##JF)On{TYCuNwmLIi z+2R=QR93X))W~T0mXu&`4EQmQrF`hV1gkas60b#APHJU-fKv7GDz^5ZB>oEPs70*~ z)4l{A)EP=?xx%4C-`l0?WMZzaB|s@z3oI3qKGTebe`qZx+0yKsW71vSU^X7)N|SFx zw$&=nLTFh`?zE^~D35IdS5YlS0H^uZ=^t806-Z0XAX{$f_l0*3Gef+aDRKT>GxDlB zp_O!A2tia1b#@Jr8ZDmFajlL^bVx_DN6d1FNf)y(rNPtaA85FPS2vpDK<7bFGxBTZ zmIDj6h|2^<>V|@mO*4N%EcjlmHZ^n*dD3f+q9~@NreyRnNP#|%ucj-(zLdIfjG{8Pr%ei7&-%DDmfYZ! zE6ol4jjsw`gj3yvUeH23@Sqx%WtkgHHuc<6mCeF?G_oAkr8*{u8QEqr&n{T=QvYyT zPWLfb)dat&(B zz355voF5}Mb;EQM$o@gsOBhP1Zp<3&?GdKMT-#iKm!z5jF4>mtCC#^Cu_0yr( zIJ2Ct;urDtP%(O0<;pAH+J9Ln06#{)dY0q=P*o-o9 z#=0d9bE^K~$LLCp+EB9TJD_nLbd_-3C}XBft)R; zoog&m`(nXex*Awm^quX&MeBetaqrc1@5gH1F}7Ge&tUA~ZQ8R3_p?LIF(>V5%_k9t zp4J(60R=xgTKa6-duypRSezs_8usnPBm z1Z+HItK~q@SC@UMEF?$OntY+L@76M?UqMw6D6EsJpbD#P`B>d@I#m%?;>W~-t6!du z(c6B*oaeyWbkSEA#O+#es0Q|Z!AKz~ik1roEBGN5U!Z3t6?OAK9N zLEN5^LmVUhLo#8r#}W1#7d3K6%PivG*uB>?SCd|N_`DCx9&q2eWesFB=|!iR6aix6 zRd-mSgY0cyo>HTzTykyE92rd=L(x+NC680x?KGfq7)%i8bRg7r>!%&E(Sy2vT9vDF zS^j0m1^c+1Kx-?qItsvC2}t@MXIzu4_J=8!zFBh>5{^uHCzDQboGh?@`GdH$HbU zbnl(T#K%}2^{h{43fya%5Jt}hw~`>>Fhx{+t)u9NukcJwTb;uotB|Zt+!cw2^KUxM zXYNe;Rd15d^fx^%&$dig1JmlLPwqe->q@75Yh9VqcJO*eo;th* ff-`9S%(w8M@Kl!S4mnthocaDgq;(-eq%i;hvnYe+ literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/left_non01_73.txt.gz b/research/one-sided-residue-closures/data/left_non01_73.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..6075dda75ede2cfb580889131c28caa09e101644 GIT binary patch literal 1253 zcmV-qS!&u{*(KmKe# z-Fp+<7~BV$EX20*x12Sh$bYtZd(l|J?Kc zZL%=?lN&<#vWlfOm|+y+@Vi8{KT8&9+z&E)989!y*U;e&x0ilST}Gpq_+GMb4uTK2 zMhFo{Hr+KS?3Sz%cFXRI>;iI5A(Y2Ol5@(3g$iEO3M^M2O}$&f6gm2wqC$iXOm7Vx z%a3iwO#XR`OO3kD2QJ4Nv8W@O?iy40*M#;WA8j0D%Ds@H;+4Dx+j0#=8kRaIFKP=OaD)#TJrjfNOD9(xHcOzL%y?6z{{8gXkIOC5y%djWc# z_1NpK{;KbVQ`1?o`Y`7ej7d2?9wlVk3FJtRTIRZxeY%6e7N}%sdCcBrFQM1Dhg$`i zN?MEP6>q6xwq2vlM?z)2#=Yq=Gw#Lh)E3_GO+*93sI zv}M*|orO4jC!2A;h+`i2A=Qhto?6EXGx^Zw;TO^{= zdoeQh+eyd<>MktW^7R@np=!C%bU7PJK~)~QdDRF3b{ejGv4p_)Lf z?OCyrE!Bm8*)a^s+LA_DZ6WLuH)ow1WE1Z@NNXrls|(o2enxiFW3CBXhOwoEpJKFJ zOm(02Iv;bRE!oXEnWgNs6IsVXX;kuzQed%STqqb9Gv-iYT=L=SiM`_ zPC{1wSxLDrVjM9iT+TV$b~2m3mmFctsXe^dTCpK%0S$SIRoc>&+LA-M#ChxHK3Q|2 z3u$TkRJT3m5LH{u4Uf%^3r#;C-ix{eiKo}u#Uaip;Fa}7C%@3AbW*{!g)T9dltFDV z*SK{)^u-z3BiqWn-bTvMYTOMa*7jX!=YAZVc?^3Q$bf?J9ptpDRG7DI2Djj{b393pjw7m8g^KDZ}x5+ zkgqCsg_0g5Ej1GvQGEt9)cIK2^IUsYKQZ0u-f|ak#k@^>$#+}(AsJJzqmj<0smE%I zwLJm1dhC3M!gMj!&x)-;w#tN PTi459L^q(<@)iI9KIV7z literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/left_non02_76.txt.gz b/research/one-sided-residue-closures/data/left_non02_76.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..cc58a6f676387732e8039d25546a2430dd29a396 GIT binary patch literal 930 zcmV;T16}+diwFqlJkn|c18ikxbYE_7ZZI-mH#RPGcys`rSkZ3VFbsU>R~XpK_9n@) zCV$P~x$zbtO@Suu_W2`aa!Z5o20LyR6upTQ$s>>X)Lp07ABSuAwRF$Z@8k1y>V`3u z7`oG8dOuvcI;2{2>4PAS=hI=ie*Sg5{yd($?=NrXr!QUYo{pF6@jPF@$zNaI53iRl zmOx<%^7HrAg}WDpdG33R2+Qpej}U!7&loXH!+;UPFijXy#<5_;SjzaHyL@~ZV&ErC z{J4k|W6GR{Kq6mdqi~N+R|lCW!E?)W~ks8UwZ3 zxXJGQ8NKhRrGv)x7x#=pRjwUT#5klJRES_e#)#OS9eI(`Xhq`RcF}*RRq;)=-&>i8 z4{8VcbvlT-X-_3fkhngR)JNvNk=!#fadB{oAcUV=rK^jGmQrwrwhiVjmq$SL!GC8A zMmT=(1v6h1M9jkAA{P4~qo>cPEOm+zsXYiGDNK8K8#Djkgl?P6JbTKHCX{`-NKU)z zWA4|ti)i^S{K5USircQ0N=YgiB7EL98VzEF?~+kW+gvTZE)19xD8lo zWw4#M*;)_aoDOqpllDeC-dh=HUWbi~m`P6qo<`}K7$HpnBUDsvk4G{o2Nat+NG4T$ z{b5bfN0`X;^@q`7yFw{8%>Axy5(;#w(6>HC)~@{A8WbTsEww&~QNlUIs9+10&uo*} zV0w%zcYzgMu&DfN^AB%3lC3&EU$p5#gr}ucbo#ut3QR(7-x~%CB`qHZ;Re3U*1kYYbtU!vuqH_+yFh*D81WIkFlt73>6M_{Z(FSu zgGs0o%FnHt_xq_y2EcvsV%?+G(d=hGu7U?3tWEgwu+h9dV!^(k0eVbFHHe1_B+#{W zNdt;aS0BJRU3`HK(om8KWaP>|m8M z-wwhD@vxgVgPA+4(5lrrnM{%Z4$e8uf4l#B{^P&Cf89Sn?|(f1 z@8=)S-|yp-`p4(}_wVPwzW;gud^CWM2R_>UkDq`3{{6RK|Ng%}fBpB*KkvW&{eS-a z@gMik`;VXh{PpwC*RTIPe*5=-egEU1_wg9F2EAb?c>j6-7s4IVpBq32?C|8Dab3~p z_4DuDNUp{Cn{M}LB>2zyG26 z6!L=)^Re!6{AxgxmC-A7*7dJ^k!9HtgFviN@h$l!hG9)Eaa0)tt7YChs$jDbit}(?@PXT zf^c&Wep?86-FBVT+ZwmW?neK%1zkws#Vm#Xif5_&LuUPW3j9`fVW_4v%e;T?C0>rVB?-vS zTC>&5}YH1vd!fu?d3fl6uvgztSHxV@}VKeOMaUof} zC>~37e@6L&niYipuuV9>(qw@H%o>q1Ic2=yyvnO{&LAVrzBv ziUuCB9itGCV;zpoI$2+p-eq+(61UG>fx3%*#R>tjjf9j|ttKl&iX5d9+NYGe){{sj~pLa$wj2%If3Fbh9Zd6}jLbh&YJXR>m=A>5p$a zA_@lD)P1`G8_#FB0-^NTA34)4SZbXXg!yRvDy@@d%Lb`du4aNGigDpdUSCT>2?ej3 z?Pm-*Tk4FFE}-=urK(SazQ%EE{f~^KEgG0Spo02p?1y+k+gK+RXf9UcPK$ga=`$VY z1FJwCO25w?FnPKo_F_8g+*14QwV@1@Zror}W&~naAn#M^-0Y&sRyw0#oVT~E{R1}r z?PMlartIfg%CHnVETzHF8N;j)bXYrfuib7+evid0HS`_taT5-@2?LSvnC>W_VbG&3 z>2Ow`-QEeljKktqXAE)`ThOJa`l33D(RxW3YR%Oqc45M>$-< zOI5EOFmI}u`RCed#mjiCF@CyP6Y3d~Mh>s*pKrg{BX;1`Z@D*}lQMVEvBw`}K1zmx z(5=m`npf^Lk1;JG8Ml`lWEnTG3W3X^%#IRdbTPCxkSofiW(($rjHNzPmYT2iI_5

f{?-=hKN#pPT$~#ETRwC_Ej7wS`)5jpv_0MRDPd|5$xH!8tyS zJb&b*k7;nVAw=batVgC3&VZ+AxEe)%K32wE7^b1?iFP=s9TcxM7O;7jH6LI39#GJ@ zbcz{klf#9rV5t?iOkejLQQcuWMZsYl7*QY88U>!aAVn<^<)C1?=6Z3R)2BoP-B?z5 zQFuzyqvo7lpikE|#k)m5b`mqcaed5}w5cT>@37hHftd&-V`L=<4aaO| zBrWJd_t;lqYKAbIGxfHzgB%CzVvb4jO#f1Zakf^frT6AgugiYZngs4by~{eNA}#bla<3htJ+iQl zF4k6ea?$v_?$NNgDvXCojAF^!INt?vqgYYK{2Q%t2*)=6N6ULGD@8j5yC%C!z3o@g z!1M9kb8I~*ybf)(%1R1F5c|1d3U8wgUblB)E*LV?TUnO$wo-v4ZXf$BrJO-Oj|L67 z*GAKtXvot}IF}f}*VQth4E9_nkx$uaU1nBR&lNH_2yZ*{slE$kf8jE?DT1Xdp3dTS>|Hkt7k(6;pQ?Tv znD0kWR@X8<3$qF09&8L*zBk%y;9(wxgPjrqng&cerz{2^TbR=yRP~qV{wYpteC!<& z=<=!Wqtxr2&q6cq}8!2gTsqfOTcodyyLdaCdN;V1%e3Kg#pFu+x z`@hv0gT;;03Ae>*)L49WJVhlDbUvEZi^>=&LdnQc{?^U$v4O``5aY2!a#VQ^<^AL1 zlC?g@v(-*~ro&yoFYYifmr34ZtFL4ZmNGNZQzdL$PhLYjkJ~3im&tLDf*hITu^#BL z@m+NEjKIgnQ8gTvqVo*H39VfyR_YBbY#_ESoHROcZ8PRwYF#xYaIM+Si6G=@smN6FM=zW-axPqxi>337-avy3K1;E}t5I1U-HVgAwauI~cS#QO zKlkjp*P_Aq+2V&;PJ8Q;+{$_6I0LHi{Frn?Rho;RZde|J;*^!M39eqdky3JHX$M>t zym9kJ(uB2}W1XOS6r<<6>ZUp!gWQ}3T=>-W5~o{n5IH36IQ}#AxqBD&ppEE*#lq4~ zX0vI|i9L|##%Hp*TwCeIAges-Bu3wBCm7CqP}cY)Cv&DN&WyssMOP;|%@f?Yljv|y zy85H?r!Ag3g5;`Tqd&@1@S@XlYdNwbqImLpcBoEdz&W|N)HX2(ZNn*nat6J4dz>n& z9gfcq>e>TJr%H@J?b#30ps0X87rrkl`J->L<$&bpZ|3KJU;nyLip<4$f(%ku(1T*d z-J0`lg&IYh3gmSU>2E32{l3xojO&A_-hVm8J5(_|bBOfnR0(|Y-UH79fa+0r<;!u7 zs;#Sng6lV(USJlEBYPBtVpsUJqU`A<&ybud&GV_fBDT14UAlSLox|DrVRX}sd``<_ z{>JYTbdR6{lGDVwsXXJ9*5Smz;-s799hYI04+7!Xg4eoJ-O1l4N&qhqo%8E~ai+6< z+E_a&JT8xP=QC*C^|xeGv^z86+0o#-VQ{oqCq1_owUf$g2S0!N-1L=HbTLq!P&+<< zM#4M)tY&+sit~=TcX?F@fMcD?X;O)1ukX{T6LLNBwbS<(#_dvp;M~WyMdPw9tls9+ zlU&{~-6O88AXwuJTI@VK0G?MIuy3aTa}F1l;2IXS}Y;Na&KrraNg+&sGm| zxeyDY2hmQ(*2}W1K=C9OIb1mN9>PVv?SeM~!|FP5PH1rIfv4b;PPuS)z!d!JS;31d z7pmzGaH@tsrH62iwleD^_n^!JCWLc%PypHk_(La)(w|XA6efZ`?PQRITU@LyABiwlN3<+-d!s(}@;O?mB_k*MRqMP4pYeHE#?lbCh#`L;~I#pMio;oP!8WpcM zIRkxmic?pvp75XkLh~obQ&_PQ7N@DePp59<>rC~ z&8?p^PhMGx=NjvvSSvRdJPs^R>^22yX_lZww=((ly zK3l$cfZM$8xvieNc|KJ#r}W~x3W}v@|CN!n3xnsoAcKtPIU0O-68IoWdX)9ZSvx_8 z#(O;}tY-m9qOxr~n-De6aLUG?q3Pd$KrCV3#tOGiH!MD- z%?Su)Y2CZfxypl?5%`WCG?yHyemTxZwf_#9$W%`6RI{*^`&G0wsO?H~-GQFSQzOJlDmd>o;qSM=!=}U)1VdR}dKiQqI8n zU{Agd?8*5HDGR1$7QEw z`pf<)(JfcJUmk16)7Sp{blsFy+Ix#ZzUy?Zo2mz`pmFGaq`iD4QNCv3*M;^xow~AO z#tr@47?~S~6Rn`AO~-*0@qPB|y_*!fr(W7_{o!QXb}rO1i4q;?^&xz*VzwUmAezndU8qX$aMIQ@?@OoDW6s0rBe| k?8Qe>Bu>6&Vcwo{s-#OL+|`$6iqq}?0dLO@-+Wg903d|Yo&W#< literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/left_non04_78.txt.gz b/research/one-sided-residue-closures/data/left_non04_78.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..9bbb904b2d24c870bbc8eb255b15d33e5d92572a GIT binary patch literal 4509 zcmV;O5n}EiiwFn`KGJFe18ikxbYE_7ZZI@oH#jbIcys`bT-%Zyw+(%tub8U5ByRwh z%f)<6YBak}R3*z*w(R8dGffiU0l;2Gc1bI3FPj%!4h|0IZ`U99-~aXT-X!I-~Rmm{*S9% z-@pFx_=YWTaLe% zJ_d0q)W#U;T$siaRbF-d_=LMm%`t}B*s!`~AID!yMH_o? zIQ_$>ii{oOX+d|J2kh%OTaw#6%CbF|@vCvNF>3AUFXJuUs{3l@6ECnI+^1Y9yrsa| zj-?zU$Qt7=>N6Ld6gjV)F2AfW?pU|}r`28hPnNzRC-az_t54WlD$KNd!<~XRG>b6v zbs}yIvxXx|9V>k%a41N`L}ViOA`><76#w`_Z%iyVWvhaT7u zL7%hOAk8xJk?9@&7#k>Rh2v-L%L-pDSWQcA(R>x7-O0@$wficv7_}Q zSL&`;%<8W;ox_rkv2HPHL!RS$toJ3ZcEv(I#wc^L0mImS9H#LymRw3eN@imvWn^6~ zT`;SaTqEtjLCZX_l>{woXrbqBMO$~4Tc;8Lg{8xFT9YV$EPbJk1&z2!$PpKwiG<7 zpGxUi59UEJN|oW2wyIZ-wMP%dbwvlx)yaXj%4Pm7&2%9ptD_{vu_I~dJlK$vTH(X$ zu{DOPPRewvVi|cQjOz*?tdW0&sByaX1QTM*V-|`X%%j@cby+oHSj(v2)Nd2Is6M|8 zG|}B|AxCk!a(M1zRTl3tn;N9kd3>SeQS*Qj{@7%(w5Kzx1@ZuPA=3y1Sdxe zJ5W0P0yu~~4w@&YZ)t6mD7coEtNE80gGTsT)f%~(^4txsVsVTq5CR$79EBu0nnLn~@mN{qm)Zw2WNUuo%n zXu*utD;J%pTxJO>kuyLPyc{UyhF&AfI)jKDOCNqkx_8=Cz@57o(WRby_Cgm0(1n>; zoq2zlEnrJuo7Od`AX4(4-E56lSDZY5@}m4gKqzJ}=#>Q#iq;LCcj!gB#2D08&K~)t zoY%LurxbI;0O2)6ZS$xH&a@tHNqMf2uYpRkWB~-*lLV*ALRPi5!((df%YrPHx!U7c zKm#@~;q`97MeFR>oc9534Wqr~csh88#asziCpScn%G6+7XTrG77LyZ0a=h-sy*3sF zljW=yJEC?&D=f6?+rewScz>x0TdG%vXxaC4eo;TMLOH=7Jn_P1l~l+ouq=E!A5GN> zRE_rQ1MSpj(|K|nYq382azWY`qQeb$y@$1zg!zqkIE_-1O3-*(Q-oRZ)S(NEr?{uG z_Q>ViW|3bY8KzvRD3~I;cndM8zxQ$Yt@_*t;N(uDQk7W0m<0`-ojp55%Z}LY8_zzx zK~oVWj!oRzQqHD}#UE9uV&xqk^DMq+i;qP@Tz4MzD$BFwqynBB&>+7Eu6D#ihb|Of zN7N^PgE--j;ZZ%elgy0c>p5{d#wF$bq8NsuqO+Oa)r!Q`4Suy_vzyjHsd{a>!bx7q zllfjX(1yEsg5L^u+K`oeBVX|W^Ac-hxlpLhVGN!%^7NPDpCEmL;A}loQl8&Oy2aGY zdidC~wOYa~R&3uIuuc)vX%?FqnLp)%1+tQlAIeMhg-GCWfnn{Cd-5Mbk%J|BqR1wW ziDO4Y#BCUHyPu~{QH3!El$8yK0{DXmk_!1&G2MVWp_5o0C*8+<_3^`E5X59(W1GsvKcy_J~_nJ z-|G-;rR5Dek=s57LBFzc?pZX8rxO?MyIxjV+%|E&YP3AqugtH5tph&>^}aY1Tt8!s z%;!=qHr?ccKFEowsS`WYD%;L#;H65c#0SBv{isxD7tgO-h+eqR*HH@=F2tr4j^|Kv z)V9jPYUHx-Mjqz)5^aope@=Y?dMAxMpWG&Jkxeg2To%g=e05O@SjoD$3x%PH4eSn3 z$@(7m)Z;S*JN^DGbK{vYLe?56H8}m$Z$OroOX^my3OKMVDUOw8$+@f1l)LC(u*9Ag zMHNBDFoTz>nmualBxVdVb~SSs)pd#h88B_o7RS?X2OTwRtl3)1hQ-IqGpt49sd~ff z-YZEtl$tPZLQ4GDu;(2aAn68-qOvU2$Dma2*MaD}74Ugyb%x&5-)||aZ+bYikkY7t zJ;rsl#}a@D^pTAb;3Fn$06ObNYWxWN2YQsw0}#C`Gpbdd_lOKupYT+dGaY(F?Wgr6 zE;#EhitFI*{B058z~p%oRb0W(7#!;#OXR3-a;gs8t9;Ixi64g)xx{%@^`HWRq{?hh6aa+IR*j`=VV;ti>u`Hx2B%TTQ zW78QyMnE}5r(~j~+T)D|ZIp4SLvcIyE;;Yt_ir(#Mn1#qCpl^Y>;h2=v9>7@kVCms zRzz4gVc*dlPgK{NhqVYOAsu(&ssiYFD)j>_3(M+wuVMzP6JBpI-~W>Llm-rx6YgS$ zz{NREJ%aCQknIOA#`K&KNN7uc>H_?d!vGOmzIS$y+&hL2fC1` z-B^fihAXDj--`XS;9cf#r4sy ztHH*ML&uv@2Ri}@oidxg`?h$g>f>0=URgIWs7384FYV~_`OF4}N}M;H=21Eo7f+GL z)jG9f>>~fER&vsn{W)}qh3o&{FG&+Y#i z*T*YDf@f>JKLJr>NNVB>kNwzlpYwnusHTqaE%I8^ZmC?{UV8@C+kR9Wr12+)UvD`g&kh6mns_tVi8I< zmel%;YvFtgO9A6W3CweT%;MN%*K4dHjyYVYX0ftZyfHMvZ$Vw3>zyEr?|jOgts=Hn z-?FcPDp8@+ET+4z$}YQg6m@-62$UHc?Wo=40=-nYPuK)vVM+Lul-F+Co;XqVTd(IA zhl38nAfgLU-Ha@j?gK&HFvAt?Z-b!@mMKTNUW?7`m-C#h(p@=Kc8ODD#@>lPTbE7W z33%;pU`fB;HWiNNP;?B5>{n3C9Bhvz!rQ(Z*%6A0LQj$O+?vN;r3So1-Slu;w2yT^ zioZm?L%I_{$e%96j(AKKl2%KuoBHLr;D>!viu}6WT+%xdjtj1UPuoJ@$SR~8R9*?m zWmOj9d@e9oT@NF!)12?U0{ay^BU(HI3+KBl$SAVuXw%)5)%Vc*c4s$rY}fOR)ZVQg zStNHxd~YpjM@_L?MZGeO5s>up&UDXW0%twB@_#6*ZW}IGyI#kRJ~9r%zIquqALX38 z$V?tLatyq7tMR5E)*h;dNvj>seZlrZxP_(qQ^BN`H4`;NsbuSn)yX|}XXnYyP?PVi z$v&&cduv!V5^ZKW@0^vz7s_te=U^m1#W2O+2l}#6WJ;>l`=#1?hJ$_ykuLe1A?pH` zyy1hovAQmx_{w6AA<*&O^*zpRQJAW;>$Ob*;59~D_MBs-)fs06M6~ZDj+)T4>HC^+ zwI)4I_MH)BNNTJ+r*gP&*eCZ*4LivGCb@O2Bx@8C4vP468Xux@$2&;i`B&8#Iq3q} zvgR99cAG=gqj;m2vbu7kq!!?UpB{DF>4Rb%+k66qRTkRxfXYH-DKc%fC353rd?9A_ zP~rG4AS!0~BUIvCqnh#ow`^dhch3g0?^taV5knIJ%Fw-Ds-B~9rNmvuSN**c?ebV| zNGkbRz0R!vlRK+>4eNkEb=^A3cV|hNUiZly32U$Y$e+70+W}7hQ8rz3LG723p68ZfkB#R54c12DaF5a5oPK6`5GyPUCe??6kD? zv)hw(py2tb2^-yozk|0uIYMQ5WG1ZM$I3Hn11nkgo=u$|I*GuK)x>+mR%=%4myHT3VC_`#K~~qep6<}h)s}UaN6s1e5^KT_uXcf;B>7W$ z0Iqp`5a{|KNT1woT0V=PF{APHlU}rHOZ4*$>SwAf$4vO@wGO7HVszMOuJ)frU<&5B zA8o7rlTEKNMi{pG)~X0Wc0)E8CY>Bn!5dU9D^%HMptPrO_bq#rX^fgzmY1j@v0JUr zZzg2mZVc@suCl+%Dy070u7B(6N(pxp+Kx}A$ev3c!x-n*KIMW3HITJm&=W7KGbG!! zc*RUocOdHX_r*|i)e|qt`DYL<%~jy}-MxZQnw)()(BM*-KI=A_QYB$as<_&kKKV)S z-y(Z1dk&?ua5>UBMxc#uq@1JAjQR|Nw6ogOKAWL@!l3D8MZG(l?8ARH6obBF*I6y= zzDKBl10IW-UX_fhp1-6qT%Qm=ZNTv##t0m=VE7Coe=ALOu<2$S@X4kOb&5<0U9YH7 vq^tnQpO(bXHMcRy-$$M**P?83x-;@qy>`{?v5UzJ+R^_3s!Id13{U_7?7Re& literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/left_non05_79.txt.gz b/research/one-sided-residue-closures/data/left_non05_79.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..c51338dad2fa4531d836e171f93a7bdbc596ac39 GIT binary patch literal 2848 zcmV+*3*Yn~iwFpqKGJFe18ikxbYE_7ZZI`pH#shJcys`TTibFQHw=B(SL{q*+Bbrt zW$f2R8rRw6Ev70*)2A?vnbdoa&=C^Zs_)3%`=y zrf1ZfmcHV6IUhgo%Zhqh$d}`kv`atzC^6{IXt%8|=dzD?;T8P}w|N(6r_C2^(!!mD zww$9qWB3xi0F*->(Dc&w>3ZQ6JFB{Dt{sF{>?$$QTt?a9&>V`x)m0@ z^jC3-V|3DH>uekKhlJY{91=gHtnvWyN)(T(J~en$qLZ3vsXhm^2wAszktwYq8%ybt zu8svI;|(V(dJH?h-#jZU;*|;KbFi(~UC8^x6%;979gk`o(SpD3C{Hy_6+N0sCz?pRQhOK@{pr;ykxTeqM7)Dsp4%Aa;gf zv@9Hz`d#XZyO&MXZ&BjqHpGS^x$=-$S$&^wtC_HEzKvPG-*(Wyji(%OQQ?C~3}h#~ z^e~5Egc+hkeFtndb2JM=F^^U1nt@v6_cC&~G4aQGf0%3xlHB&`WsklKcA3KJl`4<+ z_4)X-YR*Rf93X=p*ZYdAo9C)mb}QZ2>_HDPy6qmWh^^>3`iu7!O95Mu?=KR^D9?eX z7d?m3mGLOnZ5s4qe6IZptbN6~UK}%FE*nh8wv1ssB~yhI#$>x9Wr~>f(zp#*Bdm?d z&B(@1Yy7x5QHp&(Yksk@kdGlT2o_`jiY}Ts-1xz|ZI`*Pwl3Na(H3KEWT2d5bb%7r z2Yf0KhE5vdWWgV>)GuJsXFCPNSv|@gU5J_d7PFfh$ks^`LBthrNDD&IsI9hM--nyP zo&)lOk?9`PFU_MYqDMtJ>e*S&T9U#16mtvja@djM`(*3g&aa2eT=XgE;%o&{7E50I zXtkJlb+2SLgZCL32zYJbU_u6Rmt)bx(@Wij9uV4k?suv7b6aXL^(b>v@DVI&CZ{x3 zS{#D}YT4Vi(yNzae2!aCMFY!p&4eXslp>GmyBLX)$6O3yQ2o+YjWFbfyXV>B4gDM? z^!<)cVSNUBB~>`+WDluuGTWgO`At0C|EJ=sSuFciQr4IZ5poQDANZsskLy~ksTEQc z?Ny%Eqrw$r$u+Kn@3*o`UTSr-i*h*!+A^rG8!FO@m3M$-YM}m*Jvu4n?6A(}oXwWI z8+L<=K4K;WjgLrLSf_@?<7{fnN{Jupw}MYgP**}S@|YMBIccQ*GS%v9EF3t4Zl`<5 z7$HUN;%dL{Vq~h=!D^124OhRFT#4lS80A~?hP4uByfxr4#dIL|MYd%0I24cwb37%i z_&Dz$5_>FnVeKP9Ht=y!mzd$$_H8QXrnoLLRc1ml?#vgmz?j`&aIx=WRRAYhY_K3~ z@+eVNKvDbU1k?4a6c=q--XVF}l=D7;n6niwx5Zw0rdv=h$0!1pT!|qIr|2T&E)3($ zMUbtMki&Y3Gjg$YrQr;4V$XqPn%AmPN}LdXXx>L=1Rz3e#0Q00tn>VeP%Lt!RU92& z0$ivJe8|$KFh{9pQ%DY3+RS)8toYc1eDv8@yP<$U_OZI%9|$-%de-9Wzl#_IUBYq ziJ|RCn5=H&X)=9}kqs=wD2BZx!%8-5e{<}#Bx|Q(4U|Ls;8HvbZ%Gz~-d%7=D075C z=9C^moeeRQ$B|zu&k}I-ih{xE1n6Ci%fP^W7O7vF_O4OnSHxy>C5Y#u)KN?A!5Ad& z6v5EtskePO>sch}5_)(&u3i;8L=`X;%d#Bykwc%0dP#;+^wDQg%^e}gRKR10SNx^P zJLqairwEtVQd}5D`R%lSaOf24=*EYRiK?_n~}NBrZYS|&lcS# z?cc6_(;7c=Km6^i&Q8hUa)dLGnlR)~L$4Ghoh>6!hJFJx@Il@$mdVSCwGk(eI^o!g z^0-wmM!Pd>9iz{pXq=JbTa;gti4HdMEBj?NH`IhhtT2k}psZ8wd|`=s%K+u5Opy*5 zGn+w1wyY!?OSWuJ8RiV;{)?`VPU7xlWQ(NTE-{#zP&wE=O>AI_kt1bwh$}vwA+a^` z;B!S;Yv1QA$JR^`T?9*YrS|76f|WYyB7}3uOGU_$IVItP*516~lmZlN=1?qWusgFG zQNNOI586- zeISp^5vDh&3QWhl=a(~1DGzf>PIMU21;EgY24)1%W#NoRxmKuCNXWq$;)xmCZ@{_s zD8%Apa;L+HGr;8L7Y@=noKh=hLIh161@lxzW6*rhE->YWTIb!9I1DQ$cB^d=h-Z;MYTGG(?{qHNYz@v!KSc3XQr|O_FQThtvpY2gIgo( z97S|~v z%mX{BRg%S)8Ew*DBb}Z8$wTi|*+4SU65}yb?++6Z1+?Gbu^Yxtqsd`oh3N9@Jj;UN zjKDafXy#$SlNcJk*cIHJMTXMxoI%uY&<;(&U1(=@IH{deD%?AX;=1xu(QKe1dcI}U zon;OdL!6xA>7S{-O;fLN;@9nj$kGMujFFjAgJ~N3WSXJO_1wu+MHD|2Cr3Q)z~Z}8 zdp5rW9X!+Z^7EWQpTPv8VQGR*c29~Vnh_E)_ElR5GI=eOm4`T5uFzGzs!U;cahetBO` z&-#2kE$_F>uiNKx2*+?b98X!`?c@FS?f(0}Z}-37K9-js|9rguv7DCIx6k|A$Myba z{@)+JZa+U4Imf3EB!6Aj1Iouze}rV;o>W%>3A%o6B&t|y66NDIOT<+|%2VS^w!OlEQhC$a+Mn68YowC=rVu@{|u)h0f&%IHNpe^U-e`V_G#W677uhY>#|Q z)pWhfv6|@Nw!zMje9ZGCk*dX-HD4d~$R}izthZIs;u%E}Rga?SX*#3Xquo}@fe*K> z-^Db&&3ZUZs}dI+AI0igBIwbkRnMxa7U!Lj#jSbx5pNi>=2@8P%RLB+{&D>~Shp6#=(x@lpQz8V-Q7#ZM{oTKp*w62(oP0lW6Gh4C1srNX({GqDS&{ml~(zj6m-qX45p~ zZS0X;k#0s9OMjaC$#SgfktHq&Ek_h;&;Df-=^M|bIg-1k8>{-KDN=BeF&Zv$K z6Vg>sPeYG6f_hdqER4veE$7NFI^nv{D4e$q8)Klk?<9(*2rZp&bF800zNGHkED<-Yug3giLkxpAS zC_~E@A2Y{oxgX4Piu#7wGip7CayrB0^|seZQ)658wgUSGpSL=n;jFGjkHok`Lxf)+p0s{nSVsr;nW%x_#8$cCL2E$K9_QxXX(XWfcLEz zBRDoH5c7+%aj_ogN;q!h9iL%P=Y@$(CPv+lVE)ncsAf^>{hi5G+)SOa9>={IO6Ze5 z#2q-dbp1Zzr(U91U1*H4+16u^oWShU*|e}eGO6ivDFrBHQx?(zJMY)Ly&}ZjPSa-1?D+0sd3D)jEiJq z($P(7@HB8t@yWEOr|wRy$IXOfM%=;1=`^tG(ej0!!FM=m%;^YPx*nPIFN2{lJ*;|& zZCB{Fsn>=J;XykbW;;(V>>}+`XFK?XZ^7G#Dp zp29kMy%8+>8uO={pnSJrwe0mz&YEcUhvFuj`l= b(uvWo1f2)@ohRIC49@>QBmoI?0w(|f#YVJ0 literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/left_non07_82.txt.gz b/research/one-sided-residue-closures/data/left_non07_82.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..a691bd66ee10197421894d0df12ce7ebe71caddf GIT binary patch literal 121 zcmV-<0EYh`iwFo9KhkOf18ikxbYE_7ZZJ1rI5IADcys_2$xRA?AP@%7eW&=KP3^R( z^fX~P)qoo4^mF{^ZC?#>c_)GC5Z%ks1x#ufryhaaO$A1qzO&XMatgFb^ROJ8u$))& bEwqB?BAiy4|2}WZ1*-Z0FHK+0SpWb4;>|S1 literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/left_non08_84.txt.gz b/research/one-sided-residue-closures/data/left_non08_84.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..ce44e7e7801423514539c702bd079abae4b2ad30 GIT binary patch literal 119 zcmV--0Eqt|iwFpdKGJFe18ikxbYE_7ZZJ4sI5aMFcys_2$w3Z4Fc1aMy;J&3sLttMx!;&%1bc84=@TScpdPu^2-f3+? ZgjKRiT6FsREPQ2{>H}5796eb8004@{GpYap literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/left_non09_84.txt.gz b/research/one-sided-residue-closures/data/left_non09_84.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..c5b3fa3ffe131c4dfd49d5d778f0f7d83e46cc2f GIT binary patch literal 120 zcmV-;0Ehn{iwFq)J<@6d18ikxbYE_7ZZJ7tI5aMFcys_2$vFyuFc1aM-cx+A(Jsa% zdK!sl)PXEu#^w0pYhMYm=T3sLL$EIg>tXaTH9b7pn=-n=7}fR&96fDPJuC-DEa{4_ aMx)_43&&OFztc@;hAKYMtIk007|fGA954 literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/left_non11_85.txt.gz b/research/one-sided-residue-closures/data/left_non11_85.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..431ee1b62d2a886833a6498d31ecbcd15a23cc1e GIT binary patch literal 119 zcmV--0Eqt|iwFqgJkn|c18ikxbYE_7ZZR=mI5jSGcys_2$w3Z4Fc1aMy;JOJ>H}Cu$rxAw005RnGRyz~ literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/left_non12_86.txt.gz b/research/one-sided-residue-closures/data/left_non12_86.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..080b22b9f49fd1a6373af32054e5b6ac30cfd4d2 GIT binary patch literal 120 zcmV-;0Ehn{iwFo$Jkn|c18ikxbYE_7ZZR@nI5sYHcys_2$xRMGFc1dNy;FRN4ZD^q zP9vp*N!m(u{2X7r?JFVf+(F3{`xz?^Ci_0002G>o98o literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/left_non13_87.txt.gz b/research/one-sided-residue-closures/data/left_non13_87.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..a61020f5e78d98d833bb1b42667f178b94e14ebe GIT binary patch literal 119 zcmV--0Eqt|iwFqAJJMmY$Ki0)QD+t)(fb+E!1ME6Q`0h2W&5dyo)1!QS9^MoiV@UGn>dP>5Y@8o;X Z2roq?ZMyuOD_;de^8p%1qwH7!002HxE?NKp literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/left_non16_89.txt.gz b/research/one-sided-residue-closures/data/left_non16_89.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..37748b8f9541b0621dd6e47e37aca5d05b224cf6 GIT binary patch literal 115 zcmV-(0F3`1iwFn{I?`$a18ikxbYE_7ZZS4rI5{qKcys_2%0Ui5Fc1aMy;JNB zIgOMKCTS~aM>#&$@6}M7c2-P;U>^zAV;oFR2A*xIK3td%jZu006&oFn$04 literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/left_root.txt.gz b/research/one-sided-residue-closures/data/left_root.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..79b85858366a885fdb1534432691effe4e93f5e4 GIT binary patch literal 749502 zcmV)kK%l=LiwFoAG}3AU18ikxbYF6BZ*(qncys`qz0tDl%8nfN-e0jJ{9?a>P>QPc zHIA`0wkJXwMOb6mpYOAp1t1euB+uL%Ap%T}|MFk|>A(CL|LH&C=g)un=YRSi|NP(o{0GC&@WW2~^I!kvU;oQL{~!PM zKmWh~@^Amwzx?Z;|Lwp1KmYol|Cc|rbBF(`HQzkcmEXw1w0nIFQx_WMPD|Mu5^JLt*zbu&MRM>j+N#cIvcMSFPJ-$ahm+O7{eu~??C0_UAulHpB)qkJdU;hMHzA3KP^shH4-qZPYobG9S ziscnx?fv-u?zrAD!}S7T@cS|EX}pEQu3JZUEPgHK{kV^?zj2LvEV(L&#i!4w|6SVG z6U>NsJwK?WZS^VFWBFd>YVKlA-r-Z8)KnO}R*^=o1L zYY_|iin!JwJ(ueZa^C4|zJz&=+=)NeqKKDlczuugX`gsku4@kZwR7!$=2u#N3t};T zu1D+n-qEV$y^yxQKeXgx$IZ9>yXEkX`+GZZ{TAP@{p+65Z?W%#klph4!#;UM{-%F@ zE6kS}AKFW9Bl3}$eA8>kLHw4Ni20s=e?+cI!~^@x*Wl>C1@VS_Fi(kjHps3$_vGs{ z;y!~TzW?uI;Eij5PqF#*WhdN5U=v}l5$ziJ^u128@7=k6?g#Z_{)(yh6!CLDd9`tE zR(!sEpV+l0&*xI_dL7d726^94NB)`5m*0HC+s+?%EcP*Z`qy%?dJE_IscZlHJ>&oy zbU*ysV?Iug?)RPA|Mlbhw{zH^ zzQNX;JZM$sx}9&~mEK(M?y2__d3s=8V`%R1`wu^-er*1hGyd|aA9@>+U-}{9e7nZ^ z@+rvG^Zn*dXT$upu_X^)bFua_8~?sy*Iro9HjanSOyy!bkT)5zq8!%ppzFDK=KQqR zahCH}h69e+t%hseW=<#X*ckb;^PAju?cc95_jS5xtxCUg+=|%emcN_M%nah}8=&=BW`kLeewQ&u0*y)7)MaD<@My|8mdz)_aOQ$SGGRyhu3Nc=XBSpJ`>e^A^u1O z5cf1L$ZKxi;>;YMB0O^#NbZnN>YH8oW5iYXJzirM!S6$4pOKAoU3tB~Goz2)@<89U zuiY{dcBePlBZti@DN+MDk>@Uj`R-nMv1D5o&lZmn?vzX9d3)5C`((N@S3p%b6v4&E zJ_2tM9z`-`2Dvx5oTl|#j)Ur`_+7tizdyNo64tI=-{Z(s@i#+p=k0=Xm}>)@E6THS zlGV`mkMB8u*8bs3&i}1WC{O;~KPc3=^S8wPM#X7xwA|97 z0!Ed6bygA{M1bKz6%OPb^VoHqKjruJ@VWM1BD~)AgYcjW?Zd41(QwQ8KRhzFtBwNw z+FT5p<#0WBRX10b0~55fpM>~CDsrucp{v2?o;-i;?}b}E=flA zV+*`6zN(<3BXgL@alPd*BX^Zpw>~l0n{_+OM)ca0@}TRkGbVk+Q?YM-OIYB+=f2Mq zC_^|yX=ipEbCM^|!wvC{VX341db8+!Sy1cmkG=LF_rO1#zXxGkUeDG9Q-X2bkd>sq z$=`P!AoxNNRU~_fn&xAeKQcQ3FA-ia0^?HG zmiwtf?c3-$cY7gWeT3sqc+4^zkFub42h6*m^~)Li$7uVyXBAlY6t!+G;L)duw`)Wa zb8Wqm)8*s-=BGeyf6}v%Z`v`GT=AdSv5(~)L+<qy|*wVhFGYxUf>@bnL_S;1kd@4*G1)2Z%(_Mj?6de@K4CT7P91>G^eZnMI{ zdxSkl*y}ZnivPdPhL+JgEOR=OT`Iv+D{Sl9$P}qT^ylVw=~8>-Zk{>aO9a|GR`2`O z<&k%YYq4+t=ep~U5f_B=96`m45nc%DzSYJql~#1{qDcCg`-65gop)_smB+!^=Uh;+ zLNdY`*?f!eHNx68X7AO}(7*l*$~X;;Z}vv(LocCW3=M z#$~i0byj+GG=Zo+ooZy>`Q76{yNk%J;rcBnqi}`vUc1z9#LosFV>AfpxV9kQbGxAP z1=;glBTOP99UHXsTNU&5Tb?7Fw(`s_K>Zg&Vdc4e0p;^!1P4|QGhz$!>rKu!kgy1x zdY)Y33JUjofavKF``AHn=f^$ILU_lMuQwTad;psW%vFg)tNF@ce{;(^VH9J_9oM5{ zN;&S4nKS}n#d500nZZ?(w=cqRl z^_70UQ9r%6=J{L>c`ls9d@^eojdu~bbK*gQI7h01%Ex@cq$$Gi7J=7@xd|y_X3Xd4 zg3_X4jo)jO%4MGC>OuC*v6z7kx9>~?9_e1w&crBl!ReY1};sqK|XT);Hjs5mM z!tj0#dx@B3oA!W<{4>w}Jp7E`b`@8K(ppfwVg43@=ZM+;RL&K{PO)nr zqo4c9+=*VnnAyaxLvuaaqwSV?_GMjpy?2BMMQJ>7nAi&TnZcDg4C{=l_#OZ@&zAZv zf%eSf_Go>NJkre2wk*(1_h{X`k|TjYj(2MZAB?`FcOj*WY4)$WMV~KTTNaGlBNJEAkdzxaGG*-*tF#b%iIk6?|>(iV|Zc$v^Nlqfd17 zu*N@4!p0|3*)3NRR9R$eOYg@Q`My4WVY_5y{Xu2Y!ghgMXAwx%I0`Q3xrw+bUj~!I~x5LpXjJQ+w7apO1~kS#dPz?!=ECSYnU~* z92Ky|f}SrQ_}9`7^CNvi!OEF8?$?uZ5I?i^Eaqt{d-7q5_Bc<-C@z)QgjWY|v}<^A zi@BlQ-a8N_ThSZkctHxx>nV_k7p+Fg59V6^G=4d%S;2anN2OJSUeF zL5qB=-sFa!Ck;G$uZO-Lbd{_uqzhQ(M$ViS&Lk@;ehXy+TMU-CfmjeUfO!}EJ$@>Q zWe%&%5(lRj*;~8d;jwvgFb2PN9HXfC`flk0O+zKW)5eqc(%F>Ui*|pEFj{mx zgXfJg6Fli3Wiv#r{;hAvj#Y7;FQ|z!?~E#BS0hP$KbhkeHxNdR06t&l%=MK^A?s>k z%7XY~(R-CD8nJHYKlz!vQfH^n9VS78L+^+8JJxw@KvZk>RxRfos1GEaq9eN1gu@KR zVYqDk@RD09aZeVs*EYUoQp@pi$IMebIuge+C;pt%oev1f zk%THsX6VsA#bPlgvf0qDsI8nQW4YoZ0?1Sv@XeV`RW$W4c~72_44;5oc5e_fBJ$w( zKDC(I481!W4VycChoc%a$bJ3bef_9q%T=RGM(>ecR4w)t0eg&~i6OxZL{}l-pq}OU z-1+y|*7aw2;Fgg#b2jes7S7B#*4)A_MKQXSi|;&1K9v`iS)N!8p7U_)s&pZMC?CcH zVI{boIssq|B`b|K%cH+`vIu0|UK~Zx?JQ;N||#O$p- zMx1Zg5M~C?i{*JM%#3Y>Ff(qhVeg;v5)ru1VD=BK!mQ@!RD^e3g=DxtL}Zg^D55C2 zw%4A_6U!(>k%x+S`r2pRz|$@5J*}!>mj`8uA6=f~dm@`HstKX)5&y5x0|Cjn+fDfb z)tleoL9uuFhc{$Kdy+C!=iGe+cxCS*cw!aWP4M74!H8|UIV)#l?a=O%_K44IwPc`=W=fe}TnUnU`=CWRj&@EVa>QOEhc z5TlfjT2@qatYQaM79%2)zRUUuUkB{9GUvhVCOMuhNc0&b-fu-saVF zavIijdk$3?LUuHJgh_ysjYp2q6xaG1D>)Y4_;(-Uoxfpy zxccgNjxZ5iYJHFDi`8HwVUEP9xqfTs7=bu>Ye(|}zveUtmGZ87Y@XGc9Q>Pz*uz#P zBmz}{y+*uUBetu)(|Ma*`p$aMWWDy1YJ1fAxhwg_$7ldX(Lh&KugS&dy0Xx~!V9H0 zA8%HiVj5u_QQ3RbmXo!AK1V>eCDt!Q@IO+Jt97f3DNCirVS>Vu-d2g_?Xb^p@X_)Q zs!n8dvQ#xvy90#uV$(@v)M+d$+v|+-=Lo1cAv!W~T_YNr*iM8rWiU}(0&zDsh%-$t z6(r#Dt_LTjm?kPmgcHgoX#X^gX_lXL{a#>)Wh7=;_lydq1;(8Y-EX zBS~HD*tVhpz&IU34+Z>XzC^rTgV<2kC#R!I615XoMJ}Xjq;2Ot z&{j4@l&N7IANfXew@tJmw)&YkWlBG-r-9q zB_hk{UaiIV2mtLcRt8JdtSQ$r^N*${NzQ^*SCTCJ5f=Gfguh2{-uFkLEk{KR#*~I7 z=`?4}#{d>40`k{-Q4asKvU0xbj}fuOKV4(57L98_d$Mj o>O#KQj&bR&Dwm1~dQ zvjEk|wYX8rKAzexGHNV5*qqW6PIiRuzxne?unLo$b7BVMmz zFA=rlLKz~H$^uesW7U;x23J`bIASJs#qbEuUnp+n)cU*duaE5 z6eEW9wnSIKD^rp_(4u~O+O4+!JYy~fQSMUGdB@7d7kn(S&br3D_q*S6sU6zB1~OKF zX#1&0LY{pOos1O~t6k1NpAvLm=V>2Z`<&D9Iae!N|09!rUCH-8!o9j!hvH+&WD2#{ z4PJP?>j?xw=?L(bcsrYE!av>!; z&L<%?*zU=Q4qoXx-9$j;)*AO5p_yS_+l9S3cs;pyE(=Hvr%xWld+Nl3=3e7qCIVg~ zJQQ`5_vyB)qFeqETm`)ybc*5H9v*d^ClivTZ8sWbsP}YeZ>`M|m!6WZT>M~I%rdvn zoT2(2V?juY7t9KmD~s{`h|tsCUg1~z3O5fcHki^abdISY90deOBxZ#7gOBIcX^ zc#Vr?@(^*pU&AZu!Dw^Q$ZLee;jp`J`V_(Ca8)>?n(3dS1$XtznU~H!(5mBHyA)<8 z{~;oK(f8MIJYS=o9?JWi=S%72N$!A3J?ZknxIhN1`-kK`ax+ z44kI0^4Ts5hn};u#|9fWQm|`S&Os;pM=6T=TSj}6lSV!^u1um8ZcQs3?!rSM*3FNo zM`7iVR3kCHIdCl9NLVSxP8I>W8xrCCPWhJ1(8&3sl@`q*GE1%dtzBPLCm_7fi+!Km zEIbeC0?I5P9eOgs4c7boRbA=MaOXD5p%ZAF;vHAoP<%f?EO|%6*Dw5oa$L_EXV6rM zx-)D!&R0YGV>vm^O5nq4y}(n-6{g>VYjyA1rH8rX+68X3=_kXj#{VRpVCwZ@<@L=T zFllx{5u;$|!l_>={!x^n5bH+t9Di(?SbmDwGO8x%=*t;J>J82~-F{E@#DZt=XnGf! zpp!->t(WpEh;KU8J(R(m?|ROQdDn=LZuL4R9z~<;+LwBc=8?0VCrGc;d;@I`hp=wk zq*rhsff5l^b#-T*yq)J`uvhAAXtjD^E5XYtI8V8>^;Vh zO&jC?r1SQ;tF(#{ z!E1zEBcJNPZmtojF1FLE(2iB^DcylA=RA+)j-?|T)K*lyeGv2eZrgKiBAV)w*)m5D zUCESA!sf{tF}u9+PbXNDO#7cHMzfuJovQ(=k_acBVB1*s)59m=}GvO`&&ZF^Z{K&`}v8 z2wj$Pci~PmacMz+TzrcBBWV&lImf2-QM;tkSxEEQmX32n&nZ*NN(vk7!d=$TiUwLS zB3#b>>Jr;)1pZEhJw{x+!*&95?x%@4yo+-HtoCuiye zCi0{iryDRH-YdVW7d78i@eF$}L<_7Gs=_J5~!i8Y_wh7}!~o z-CRBIz^+f2;@FVxePnDdY9}{bIJ`ypYlP{X=c1`HcYd#3L}t9v*`@9>zYp$bV}qVM zJ8$H98-4Xr`X=4I13T4fNb;h|N%zNx9lPj0iMqCC+EIGXGXLwfhKvjnG7K z@zpR@t=>nlB=yZTimKqk5h(8YtdZC07O(Ex8gXa@55;dI%-^qJ@1OD#F*`IHU3~5| zKS!Le*8oTtZtRs7CoiiYv)qHRi|~C5^3SFI(xzMT+4h`YJawQt0vm21WJ2cH ztF5JPq%wBB`lblw>%~FH(}65MW{4ujL`Y1Ad^_*6{2Mlv*14WQ;7J`6bElM^t*PK8 z!_3x*LnF8Z+D4eaU&CG^Y{RBpczxIOE}z+Cw)o*hqP*gdGCLQQB47BY#f96l2ha2x zu=j`?ZT(<|7Ihu8vIj8$Frn22b;8u?Exll=kw^Dzi%;fRz%yq7sRvA0PT?PHAaC{NK%PA z={V7ZJED+I%}azRKW%phk1SZ7%?g)B)r#AHkfte8V5^eV}L+fU(b` z>5b3#M!Z@(lW87>AKlhT3H+*HWS-`=0|>?0pdnUoy1 z73vcenrpgca%R(ZxuF|=r=)juW_j{`j?Gl7Lz|r9!fZ_;#5?yqKgF^2dY&&)?5Cl0 zwDGbra=W>SDDnM8Q(H>zI~jfJT!9;Uy}#_q=Xv9_S^3s^&GBvhJyPw&;r13`Z`ZK5PqDY} zfo*qI)|^VEk%F#M@8m54f+6lBmTMSCKy_)iIz~z7_r;yTjHmO5b?z4~?gj)N+p^S> zO5Hr`jTGBz9(m(S94b~_`TEEitDN;(S&YTXx^dn^RYOYGi5!(2OlF~Z_3DXxITw#jwq+$6 zxxr9e-F|^K4JItcWyjS|u|%!)J)U?7c38l|kvz-x%NRx2gQ-8ZX3|6wh-a&_ z_XmA4OZr$$kHPaQ>`vO#Hb=(E*6thOg=qQMan!CeJ%(0SNX-mhBK+?}*uVc8*1re+n67&c z(2DBQ95pG7*9fjp4sT4iCr;j!>Pj7fUPrNxfGXBotHr?Qew(k{c$L89%#K06Pdh7k z5(DKP2Fs=vlo>ibhU%{GBXTYYeH#7x2On7aN5Snz?=v++Zz6K;vtwJ{I%iR5`(%b{HBa?Rc&#of-oeL}@ku^Cl=*jb zorw^B;2zFRgzqAZBcNnS!KEDG!b}s(>KWU6IOo|kGS7A*yX(yR)Gqr_sopfIYElP9 zAoGUhT;1xzVRXKM@(-^hXCG0zfvZadP1tRnYUVz6zDAfxE#5@XQvYelx0iCT$lYST~bsuIjUK&Cm6JT@n$s7@V0Iz>CZU{FnHjng|=vEGXIDS1%t$uJ(~8KRdn zr)(fp*#~EqXs5JU(VP?x<)?KHIQS08Jg>1_OSgE%9G%q~7p3QehTlj>@hM_ei{=Pv zn~E}rPi^e%+mB6G!>5h_zlWXOak1oAwIp#ZhYKDA@f5CXeBo;!Qdd5#m#g1!KCC(F zNIXUWWGiuWzY}qI=-KC$^!uzl5k0;eg|Z8oP;U;xgHm?I+eG_3LO!~!iz<(@!XG01 zHNwPlYt$5$i|_qogv(DOEt5nQf<@Zc*vdb3V4d*a)#~0fcak}5lw0E1aC*h~THoaB zWzFBRpXM<2SI4qDAgTh!yYhbI46oE4HxYN-KrDLnu)ePY#icEE8{REJevOFQ+gGo} z64vrXi!qd*VW};*`rzgF*zu%2I;-w?%Eq{~vDuFg%QgD@q3$kIO<|))*0YDtL855l3+-&Ob^c!m-);v!?@^dsRnR zYJxM)Z%qx@MZIA=4R(qKqBztwhN>eOLFgSCEGi@2^YK@$pcIBSnDjNZSVKkLYcVf2 zc3Dd{HYGZu*tkw-XJl%&h51_O8I_!xqyGA-61hLyVlWrRhK>5I(`*y0_xQ*OzEo!+ ziWt)YL|A+5jZXT7S-e6N+jy48)|n#2ulvNYIu@QI=MJdfB03X=jc--XuF?a14Z%N# z*Uq1s)TYxuVEmK{@4eSzZtJVc$owt7_h|dd(hizR9#ZfF_12zdFP7@Mh?}{*qaOwhrRe3zMOp5Hp2y0$1N1Q?HWoi$i z=_;7^#GCR$_Qb!S&7#cF7&C~&_1H1GVXqOd*Jz-D`kgfITB#b5wOCkg9&JC(Bt@pM z&U-8eo>}dxX%Fsbwk${bKxWIc^_YITWp#oPMN9Wy>{Pr%@c@nKW{sux7~%FB@p26Z zA%tVgbJT8Z_p&LjwN4(SAndGwotRpGWH${b#Ux_TOEp7V_l;Dmw_YU_fg04g;TICesNsbkjQ`lecvXsKXxv}rT~sfL z8HgRb@Ic|J;=7G_y#|}hb@e%}3Z5d|1^ZX_VCzg=#jH+rLU-f>^2bTg>onavD;#+|p#0{SnZ!76OT)~%8}wwl(f2rSu`MLh;EU$4 z8*AF%MFhawT$pnbZDtqY#<-upuAHv9hMG>-E_bYyo++~+pXR~7fX)gb))hja2nn5Y zXDKeBnAG0)WK>R9Uxv>Yr@XL591>yv7J;{jtXwo3A1L+Ps)xGLK$~j4-Z8E{j3(Ou z`k$-fG&8#@lg6;-xzx@|c%h@=JoLqK&ZS@3-XIRSoA7^$I5%ChE$v`Ah7#3!AmXrF#`Wsgz2YHuFbsh zsNX--(L(DZ&tDrQw`eePRrn#rqK4E=-becK3{zy2Ty|-ArFHPaw^|OVvCI>eF8<_9 zsB%6CUqAHp_%WKSPg3u{7|PFW41n5 zeAr>q_rCYqt&Zw-v{TH>FDbEnJxyUvw_eYB0l6|+ z^PmDbRqtZ;CoO?c>gd z1r0M$1x$LjgVij~w}|ug8gYy)uJ+>ANrXC4jf`BI>&k<2{!`EWrwDhVJ+d-~1Mr(5Q^?{P}=Y$Q3=yhh}>`b|V8FRbU7ySArmSG$JEr#Q)5 z`q6m?RvMY3`$m$7Oy=vi5%zKoc0X=zNGQeFNFA4XLV32=p|j)S$Ln<;!CKIF5j(_) zT2jqf@?Zrjr_R}>xP&!x%(_i$*Af7s5M3cSwFtkPr8&j~cj$ae-4ORQg{{?XuXcy8i^$#g_&$Ay<2fSLJ&cfE(U@Up(x&E_ zJf#idT!%W4D(|vx4{9Ww^lTOIy7NCr*h|Fu8X+lv z=hUDS%2rJkWA!{US<~!Vv|adY7<|`_V-bHADejVB!*A#*hxCY41A8`qP&yeG%v zuZ}j~aL{xuxU$Iflo?f|<(kt^D<8Mzmgk+bWc2trm#U5)@Hrd0U&;jd z;0)H6)u0aB<-#04WdJ)RJ!}2j&X((+!kA-P4$91`_%w@GS^`2FpCV_SO|7($2rJ8p zOUFBU(V>yKnZHG0!B<-8yZtm&ik>4B|8Sj;f~!Aa*FM%Rap2*qd+u%4{4T=(9T7F7 znXct>n!2!%CO8MuPG^UQ!`PeD$bU{fWXipiTdS^KoEL@yP~vE;Z)v7z;93)=VjJEf z4FAA2Od>=?bC=^5zYujc9Avxmah5Q%WztWb6q%J(xEf6i(T*$brIy29>v`)jpB=WM zzEjn3>b&=k=6ql`eba04Gw))9d^_cZv}+%Y0l==qKg*k8I;?kAhw8vP*F|kE3CPLE$+JOscB;v? zqdPlA)ZQD6aG2>?kDbq1&F`0=h0~jyh2mWML8>|Kru2%F*R&bPRrbsJg|E6j$?Ll& zAJNqt8e*her&1|WMXp8trTd$jD1?ODjRkUrw)W>NHP<8)U3l}X%b^S7)PO+x{-!{kIe%AAiisf&f=TP|EM5L3ep zrJ5qS16HOi;bZ5X<$4$Ke2p!BxY6cE27oOLfRj9@hvXlbY~kbOJKGqDi2Nh5Pj7t>*$eCa zKBXJ!)9q%BFo|f}c$<;95O|&hRo4u1r>qGU?a;t@_6@L&QW|Lg=t%FpPE#dTM-=yP zGx46o9Pu)26m`G~L!|%_nGev_k=-bh76#EE1`+Hv!uhxCBDmvS5r^P(yLFqzSnRlK zXXGtHt`W~@sI&F(dJAEBnyR-?%$<}{+L9MSSV)J?NCY|Xy!wQj-*Oan>2q$cLA{W| z3r*EdDs!yzXVrys1iz3b52SZ;Zl237;(U#0a~8V@-{IPnZ;^A4Qy+QM3Q2rj`0EGl zeG~uK%z4gK5UH&{7JUbHt6(eV)+I(&^G^}4*I>jMM^giKniD_vid^f8YC64Ng;WLd zn$DHenLQ6b-|AbIwmw9es7pBH-)vY3aIZf*;k|K^EdTd z$JSRPrj1>OhL|rkwHPParKzp47dYw!+I-VcS6`+m2Hg+j@by!~%QfsRA`pSYnic_y zmqS{~)_MgOOU>26K^?aoqKn_=qnu`|zu!Q5;-iK}2vHOrff3C}>>al%54u%cqMcpz zKh&#al1D#cmDQ_xu*=M0>iz>$#gxYg7hm(P5dlxHqp@~1;(GvF<;m;M0BFjl<6|IK z>RLaIKh{*5O()x=E4u0MW`uvrEK7Aa6fq*zS;g2o|5ViGy>#*2X`AXC#nhz!PNQ=s zeH7iRywRm59D|h7v?hdT06;kc^cFVNgxc2|2R?hiPJVk`H8OWx5)cy|)^g3ba{!4> z5%Wx%0yjuKyP?IgXD_wskF~i1RXGEcDSJH_!eJH;Yp_fb8dTMl_#TyQDI@bRp1?G+ zn%KFS#DBYwNLp}n3}!A18NIi2zc{Q;Jxo>5&5lIX>O0k0QhdCN_&$VVEY%6|gNW6c zF3hAIMp;v37l)`cWu^VBV|(hEz~J;*p1$&M>g(B{pzfWR1}WR zncp%I@EAe;%07Lahyah+H3#Lmr{`5W~*Xb@wHLHVBJY^P9Avql-=pD`eOvxwaZsmCQnvYpOJ|Dp4f70 z)<-T?sQhZEZ_8y zRf+8c<~(<1RS=W0%|V$M%-FL_y*P^X#g3*Wf2n(1FVM^#S_Jjxe>Ynxm; zxQfO-_luqK@|6*e5&K3iJ@JFN3X{$76k+cXTs8JtQIyKrX!%Dn`O58g_^N+eSf5uJ zu)0It^w!FupydwYb#yM8yzG=r3RvdBz3@A zH#9dN9?P~&gE{Me+(zIv;-*`j%mJ<}e3{Ud$)(4Lw`(-M81JXEOPrGASi1=m$0aF7 z{k5Shc{8sb8(?1zKYhKFH%H9h`mLw%a|B)^eCo0o8VBC9XOXn6&X?jzzr$7xR++jCejrAgK2YPxu22SJ58a!Hc>0GRB$SegOLy-BT`S7j=8XFdin7>x zPv@-H#gv^Yyqi8yKlh!d21?5$20;&7_}a9e?zH67p^>yIzPSXp^T_+mF}hg~&_rXQ!sCEZ$tcs&ptRG6W?jyFGO%HjRPl@RFjuo+O>-YNVf|%3SI}hEc z#KHU6Vai|6nsDnn46y$#Qlo9NDt+T}chspfx%j@!;0^Iv^)hT+JnOx*vBzfJda=SY zWZdY~tTl4(b>-4M58TmspQYC~cPaEe8Pv}{+H6zE85EcHF=D-jE!QaU7o4FK=D0Z0 zCqkWm7Qkk`kPARzIo$PP-?vqf{79}oP1uR1eN`tA9|cO}k?^K_K61ZQHDK2a1(fAfFX-I+H&haHw8^$B$8{2PJT_cw zDsNpnc!GQ&h$ZIyy#A9Xyaq(LUn3+0WOow}{eoYg~os--2a~ta%-!{wZ38lWVl= zkhrQ>*3-x8rFW3VE~G=VR^lj!%hfs1b458<)|};Jhc^&sY`8rheN$gtyYj0)dzFOu zq;GoSl#SCSbr)f8*Ra=5p@g>Tmzc`&sFC^1X`K=D`MEadiPC{Tk2VjK%&y61z|PTN zHn=~fKw?|Wv2;g`r=Jc&T|YegvX8(n!sHs6(JR}fX5U(Iw&OTouWiee=wE6)X~}Uf zd8nG<6?}cpFO%BqInV5|_nfBxbj77F&j6J4HAh&4+g{e{i?{JSqrm(0)+eB})FdCP zI*JvAeaS9rQfGeC(beasvaxSeBv80^wEBnJW_DJ6H2`ZKnBo6IGKu8p$y(6!dvLZj z%t-Gd4!XyPY%6m&fo6F9B?3F166d(ZJ-m&`$=LQyqyG4K^>F%xf6ef+R|&dT$)bcM ztD(9Yt5^I{^wR8D9gTNUjyVW|w0_D!^7`VHUKohj%vOs#GtIS!BJV`#Li-$ONWg(&90sGplao zl}2k$96*p-YV>;CMA-8+8fvYMTW-b43pESM*eEabsw)qzUO~LA#dpQ4j;gN;Q7NiD z=*lv>+g{175pTS^%2Fr5nKIKbdM}Tmq4hpHD%JP!<{8Vi$7R`MXlReqTR8Q`ebHg1 zoxk~M<$7^-nel<%ITJT%)i0#XQE80A4MZ?RJZ74Cj?bkg#EtX; z?H<1Hg3Gz*+~DgWC~Ob9a2avFMl=?9>jGXrMYx$w2zHoLO?dCRlTE6XEq8WxbyWr< z<)gp?`g7NQj493}6;Tl1z_h;;Mp=|7;EO>oW z*jt4Coom2XU0OG5oU4$9=;&AS=#_8T@DHy6DPO$Oz{*ccN5a*eVR3Yf(?QV=zr$^O)q zeri>4G}X6c9knyc+PvxaL{@4jR_^)Uz2m3u3C|Uv?=W*!I+3*2=_l1?AvV;(H4rJK z@pNrddVY?uw`))evpD6&-ZXao#xJRIn5k@BeP!!9y-=4-Q|}gp z6FlVA-ADMpKf*L(_9eexu1!!;E#`Y2MXza&r-(Lf?0d(H@7EA_2Ku&{sTIcNWVN_Kbe#ze>}Brys>_#&egH!_MkK&$By@@ zJskR`&S!Sd*AH=nhWn1KUlG44gg-{)M%T`L?l#2;X79W+j*D_+Yijev+FNG4v*_h~ zUEV@g7(xw3d*@92R={W5*hF=$0hLt4|Sk39*U&R7>n(r%ygNNkGuBSuI7=E=jkd6EQlBme7%K-p`RhKDIq8WXW~J+7 zls)it3z#cer`G82Snm9u?E_|JIHC9}&YwkauI$YW4fS8n-Z>-L>T`18w%pNDUD>=r zhx%uqcawgpX2IQi7rsN~mZ)M|dVIymM3H2+==tA?Saz6J17+1vIR8&=2Q*W38({@+ z+AosI0YNiLbkqDSwC z?)*Q63f;Kvi89#5yF9d8z3&sQ^DndZP-g`+PvNdeu1YqxaGbY@;@KI9-17uP9VoJv zrpQ(7(v5O$>9O6R)@Q2;ul_>I=u4+Jz+>+kL|7RS=)7PQjypQnn!5L;sbXD2#JZQB zX#S;RFc?GOu7*ye#`C^&WILZDPMXi&`@Y$0#QFX`xOGIh)FsE#6x;ZmQ!ihCi@?rd z>Pi61Ks3Kjo#wQZ@qaXRWNJpYIZre<=$i$6z8aC`Sn8_!gWo+){tkBk+?jN9Deq&|Pp1kOPM6bZ< z1nP`#sVwF#>+?~b?qR~G>rOQ*M*yNJn|a}yYab~H>gsQ*dIsgOyrS0J2TXms9eePX zc7@jC;|VJ2My8Tp<0=5;u$|iGlv@T@;nr_0DuH{ywTwV%i17CiC&gUZ$~^}?eO5Hc zGn-r?Q)P9XOoBN2U%oichjqJX@On+F8- zD_-YQ79Vs*t=KH1&OA5KW|Vag?_7fH;Ib*mmvt zCU0kWBXh(?fhu^1!iN#OFwd6>q_*sH7&$stg9hGpM|0i-*1Oe%lzc-h;^=rXb?{0> z!WP|POkL}G+ZUGF+1y<3BB;-^jgSWJE<#9qx1U10Hu|p3N&~+c!d8zB=^NR4uU^IxmMKIPW zF5UYGsBrD>Q|ur59ugtzWm!?~ZE{)=#VJetF&Z3gb9}2igE#h1&1bJX>9lM^dZtt* zxl?(sBGZ~j$oJ>Q#Bx(Q8dej_MZDF{sw=z0cPksQ_MKFCdk$l)m@?Px4YSM0I3+Oy zuUfs@y}&Zxu-tX_UGY%&$PTYJ90rlYeCz$4iuYVpbl3Y_(!>#>CbZsZhE8)>SFb!0 zwgyLt_Y=*XIN9wrW>-$d&rFH=Fh`*?kzG7Rq?5pX1pGCE`!6!%?U74)In)g_9p^ZK z79IHNn=Y6%s-K;%p)MkL!W<6mpWr7;)tF-?UP_Cr3NNC1<&A8qk(I#=)iDCOb~(K> z%}294!JoEMBzGPM8tpW-RN%Io=}GFFwhAZhI*ViU91$Ke8*d*^4(r@vZ0ovXLC9Us zTlaj|uTKFs+F@po_&Nd|l{0wd(JQh!dOzEE_Radt`-Mobt`pXEi)&T`zH(Rx_bgN% zxw{}jeeZ4OK4_*UWt{baI5n5bd&Byo-iK{H53Z3Ctn73&?$@`YnLTkpPcamVUy`yz zks5ITnRiU|J{?xq2n`Wew;P8yO~~zB0n!0v@oG&@UMO?iMBIAn0L)YJl&eI?VLbFc zH<=^ICxD11ZDPpV3|{jWoAb!gWt*K5bblZumv$^}CMaJ(Mm)9=_Hqr;w_N=iT~zOz zBP>_*$>_FYUsobepry`+sAxjbK!_W3etVg1`VtUxA6qcCWM&0R{yBnsx;n88?u#Ab zJ8LvGpckbR$ft%~`X!mVQ_2~&=jEK~QpN8%tKrO?Ea!kr#(S$oLFm`eZWCbLL3v0n zmB`gwgmap=i=dRQD=wkxO2UH{C$y=u>Z{6XWd=x4?=HeqQr6c_bLjQqEy7+R?DZO! z%J~o9biD@OW>Vk3yGC+*&1IUpPkhm zrq6qv(ebt$x6W&OteMqz*RA^5&Qjn2@}NS`+3?fv)GP5CQJkxD*NavS z@6ntU44r2n`nYHHfI}^2QLInYy0pUv=gFdh7ob5vT+28??60?!^Kev!L|0z$SfX{D8{yYz4U`>Q43DTI4)iy@E%dUwT=Eq z)r21Xh8^byRLnVnb;l*BQ-eBYm*QQFYiYVW)RN!7bLc}k6QN0IG zlKX2!{oqAOZ}#}g&tly2V4ot+lRFgqYn(3;a*APaJ;&@HTlfxfPb-sNW@i<(_Q^d* z?u^>V_lGvv zMZ632F3)uWlK$9TMDvW@L^x~DHBa(uy{H@XSSAkJjQ35%`8Tfd9s&49wR-lG+Faw1 zIp9l6zS!yBwB<^tSMoy0DMnLi=|QDlzOJeoz0-`?`OB@dKm9guy1GJk?w52%j#38m zazPv&rOm#Fy+-V=VaqiTts&+)Zk&7Qo{m=W`Gx)}FSw?SciC3+p#d?>#-cG3h@vHJ zQK!(beu9}bBDQ$AfmlncggISlB&=IHqO-^ zx@+itgj~ak+@rm<){$8F4%J%&vl+JhAc7sln?v-JzW?xIQ;zc%{Ze1^AhedsYR|T$ zR+o-d=WElOjK*RdxnS70y3I&LY4It!Pp=*3AOZ-nZN0m>7TcEQ8qK@XGq@JhQ*2gi zXpYibpH(BZHK=0jbn4|k5bGx=GT~(Er`{YOET@zbkDY_En-J+$2Msliew`J*RBMXk z{=P5gA7&mG@3Z@x)|S+?pchs+DLn^o{AhaPAm_mOF5Wr^y5d391_b9YO=FkNDE|i{ zj3b-?=N+epra1e)o^BN+9o1Hp6XLv^e-TziaX095d&wgOAYU)H?)Z6BN+%uO`w067u3;QeUaeY* zvtA!6h4Djrp3FY>P#sc*LlmQGI}12_o{&nbGeb*F9Brm3o7d!{xzs?>dY}EdImzW? zgMF4xZ)5z&{`PSzYaj1gSr zF`H2H3mYdicB{Z%g_l%U_7QlEnBBYnTng`!%A)4P$H+ZcG&61@Uayfa^5|1(&c33) zOvO_~z2@EbE&YK+N2h2y#58tkC=ECZ23u3pntfzpg=3?UIaQjw?zuz|CR>;i zDLs=`1(rQ1yP{Yew^Hc{&E1wx5A7rtnby}yP^hytn)?s3w>G(;$KJOZ&k_C}!SC3X zwZ{@7`v_Lu@H^%oCy)5k631dekD(KX$zjM0))De4b97-cu|H5f1=VJts~6tV|e9CIjhjM;l^Fg9nB^G-bq={dbJ+_P)$ZxQwq!M_DKb`yuM zpHj<3am##viDT51TCEi8i%YwY@Yjg=IB`G?)Y{6;)tBxH?PHn2`bPO$C%8BHx~|IG z2q_zQ&0W}dbLm$7bx$sB;4t2NtHEbfnYFTNXV*SPbzYh1sWW8tze ze|?(DtJ*6HGYD>=xI-o9n|sm1FAOhVnbK1qiLZVk$`816B?DjA(?dEmeodu;Z6Zc@ zx>BtydQV$t^({gjKsFK0B4i)&@+s%*r|@f<6Wqs9O}?7LY18?+u0Ae6jmdO=;V>(1 z`BUxLti&H8th{|p5LV)!688Di9UdrCI@;NQJR1l*$L7kSrx>5scBjT0NFB+9@{sra9s4s~(#-B^$~=&~yWj)n9$`i+R@kK7v(>zzkKZ zYZO1(b?z0;%C$6?L}@bXpF(@D$zkE$@V{C5%dat(X^ zlz8+P=lf@wDe_cI`DG9K9ea@4afNPN?_^{s-dS0s;f~N|IQIBhpkFJylpb*MP!?UM zsSIJw+vjL}?c_>&D*5&bm~@<{zX$i{u*_$xGwo$h`gws>lOA^DFxs#qAsp;1Fr#d5XonnjcJ=EdB zL>;I^5d@PiZ**(k=x&`ua-s3EY>wVS?1u_w8d?`ym;7l)W zo~?Uv+_#fUqC_#IdIh;-V?BY2N$o7N*--ph&HH|b3BAE9qsQ)4pL4e#7|jZABkbmE zsE9qE|EL3@G>B}`F)}?(7Z+6o54JS!Ruw$BDcePu8PQw;O-|oNfM20oZI`Zhk%}{! z7nWWQZl=*a=^Cya_^C)P9LzuZXy+U-zY$t#`D9d;!?t3d?4%fONQ;kmI>h+G`VHm$ zK;XUI534^Hf2?~ic;%;@Ivi+@^f}WU45GenFZ{!;q~k`*96fZd_Oo8(T}yo2g$sA) zE_JM3ub7LTd`ne)9K)ES=-9bI$EK?qA{!9e5#l7g z>3BnCL3sub>D_` zhw0k;2q!LW-#{6ag@7gb(+?YGd?$9Qv(lIB_{bQLXO+BS}J%;dtN8$YXW*?#^j?%T> zsPfFpl)6nv?^jZ<(Rciys`@?<&93er1#}d@dB%eJbCLRBHw);=wf3gx={&yHtrLLM(QCS{q1rhi?R*9DSU=P7dve4Q)JaOch#hxpMu0c?jk}@^C6;&2482rO#MB?Cm{X~@m+Dz$3}(BI zCf#(bz!(aMUuYZ6j3F*W6U5PzaPb(*IbN4c=`_-J=#?in-ahJGd$Nl6RIT=fD;fOL zeO)=ZPJ(W@D3$ot-))lz=t{b>P|Eyzwx3ltbQj)O)4c5VF=^@sH!O5pq$EFS=aT^^-5@! z)LqQV+4_8rQ1al-HOdQXA9222Q5^UB@ua{HAC-Pb)U9Momkex-BktiQ?E3=M?x-8#HbC)S3-U7!~}O=NWw z!9$#P5#P?{)>Xx`qev?N}DJ_%JnMw`D48Er&k{xz5cLrl;Cr@SuG#|6PMpY}dZp%-r z_=}97iA#jqCCPe8O-L>Y+hoecPu}}yV~X&F=Thd=J2gIc*mK19J$bo?y?@F}#C25f zPUPwSllv8`y)tefv(??bBXeAj%(2gB6JL8yQS6k_#YMHf>#^p7r*zmJF>>;=XtjEx z#W^Y5CYB-nY)`MWL-8>yClaI!`37TyIk^z|cA8_t@i6Q=tNa>obtXU!VP9s=o#qKm zce=sYmhXCNtN@X&f4-h`mD9l%S6MKJ^>0Na7q0nwrGhRsUpMYQLHO)g4!MOZbhlF~ zLHGk{uQ5HRz0!;BH}8-c8hwKXGXUoOIJhH0kb%s26VKqM+66ibxQ);%Ni=qw6WU{h zJzv9$^v!Sb(6ztvayTE0WNUU3z2zS~f!SQlqIZJQsJfszY<#S~TTdwo?7J)8`KL`? z%vXl0L?lN^k?%n#VX8+#bC~jPa1)4(d(ol4E@TE~?py~baRW`&_k->EDN{f+OsUj> zMT&6~VSP&>WvG*)E^!iHVTF(90LW&0~ zyuMP8^6EF3`bH)*>(^Dq>B;$S>d0Rr(&^h49EN&)MYJF6cfw42G(7nTZlyJ)MXIzY z0w%hW8%;N4^W-ify3Y3zTZOVZU%b3IOgrAJp&Ak*w-GMqOV2)CIEuWY(yst$tniSfukjoqdyvbs4fWeJMp|axqlW__Yd~Veg;v5)n3e4~mA7+qbR4d`6fQ2l zF(f1$fxy?X<}gL+O)h@Zgv{Z4>LcsS`(P~Rw_Mn&H{`E%xV=T#+coU%Q|$G7fN0Q5 zcLnA6`4nMq5%zwKJjGNWH#chP@evkG`s>BXTadi?XGV;Zvy2o69xL< z2FIw=9CQ>K;1^<@bY~`%0xBo<9fER*NC@kAiJUq z|AY7r!G&vRAPOxmqvi$6aoj6DGKyaYxeFi0o9@?bggr;t-?_#bvF)vGyeLlH`Bix# zX!d+R`n;*jy2YxDo?|v(PaW%OuK=-Jm$?%!&IG`ncj}7f)U#+(ZzJse8gCKQ7=Z2{ zmkNIWrqaK4zUw)6;;TOpTpQYL>Uo{Ak@@}Fwf#B5-XaR?<4*Hnzi9ElJ^D;@R3|$G zey(_wKhRhl`&a>DS=mMRiat=P)B1KUnpVTswfw3~j@6xVJ{#7{(N!6x&&RT~SkL`$ z#`V!;giuQ2I?<8J?vF~TA)21-G7hcYlEgXBjaW9@hW2sGdN@n3Ol7~XAQHerh z?b-CKm-3`fQ9$O^dv^uQ5%_-jb7h5}j0a&=6fOtD*NEjBCVj$8wmJU@jNZ!|eVx@f zPrmCDqxY>ouE$b(jG+1bCF>(hX{n z7XdH2%T0v6UPID6^ehJ-kwM!>;5}k){Cs8~mEv0SUic9eJaDJE`QaSJO(Cbe1rY%G z@{|U1?#Zl-UWq~5wLO$d*de$3XIswCK^eQ^_M3J6Se@XVJ%%>e))$9ync}>Oxc7RV zU20aqR2}%726N(#%aaR8>*MuR<=p4lSx7-c?k>zkKq}~BgC}1L=P_b4FZS)=ZPb$5 ze5GG`dZ{;bw~9Hf2IdzsuFaEv>D|&iAgE6m9z*hebbbEb1J1YB=hU-X&n*Y-+Kp|C z&bF;-pJlo>AaQjt#Ia}*IPpKOKQx`Z!jqpOQX9$_Y#de&F$hUz-?ETs8FDs0=Zro9 zKK99_>JrzK-fcu?efQS@p07b{7{cg(1nqH{?{Z5xp$gXM&f&pJwcGPgOUXEke zuk^}sW1qfJdIlAqoq?DgE37U6jBZeJz)mE9yr;)nN1?d*wJP1jts?u`2?mPSK&kMG zmg~;1fN=+J95lkm5+wWCOfSrD7$eQtsyEPo)(Yor6PVkG^ZgnnLx*@_q^v2mt ze|4&(iglA9BJ~^AzK7So?zyioPMa4}Q}x)YH!hh{^VKM|q^+Y8d$%|jLDC1J>ZGWl zG70MG0TCyVFU)d18%B3eXGW$kQ?1bjECkJu_FHOuBjq^lj0B0mvlDPg?r>BoEvn`+ z?So`7-pzXD#4^lZBCeiA^RDe&TG&fOJY3k~cS7C^Sl5eICxtN6gx$oyKJ7WFww%L_ zc=WE!(9JaZ;vC3Go|XLbMo*gh>M}hkwMQVV?p+6-eDIq3i|{SoYA)Kk=d`hBn`Vx= z2ZaV=R4~dz5wBMLrbmhVBf2~(t9m!@ac(tczRj}_$S8no_53@zX57!3r$wrF$1PHQ zOK-5XYkmsXy03lqMn6}dqEkC~8-2QfU-pW^qO!{BKwLD(1dQz*&dfi0A33wnTen})aA#M8&g%4VxjU?_Ip^=OMjRZ0*NDs_F84v~ zQ~`N+XbQSWwZ^5+KI+fO?7G&_PNmsP)aNe3-mW1;I3G=gce3`3*?$|gq&W~imYye= z;qH+u9vipt+&qVO|>4pQ7UKoY`tj_IIml%9&A-fO^Fk#ukF1y zb;nlkGge>Im5kleslPA%s2}5+aAJMkJ>3h3iC*;PEe!OF)qvHF(F>Q#Giuu_s5F?f zaWLXMHz6mLvmzLRylfih$`V1NN^4<;)|$)q>dFw|+1UjTs=DFg2#hu}LMy8Df*WHd z-LYN1+txq(@jk+p=tys}XSJ5Q9&1w1JM82KEPK%0>2gm-v>SG_#1AtxA@xk`A769> z0jkC3Y0$g|LN(!}JK$?>IrYC*L@`|=khmq*cMQt=yp6E8YuM|jxSWI5ok-q(?a6$p zg&me^NhNIDYO&nc$(;du5@Nv|zg5!N++8NS1GM`!q-MU!wOj@^`X6Fxu#I3fVCT7$ zKsG^DRaa_7)69T(#p&z3b@FYJNer18u|?~bfbDV(?Jm3RY>1yIdEt2`4<%-3Ag2e6 zyyDOH21Q;yzsLC+ArEF3alU_w`etk*AO)W)$avwW^HkTf(v<7edlr>RV~YqJS(>Zg z{5}G&5hj+gLz(5JQiRUg9PI>xZ?wXhwMTEJYPbVbX|-v=QO7|}Js-AIII*9GY|mKq zgN%GuQTtNkHXisXXy5})+Xc)-Xo|5Q zrz<>1_-lkQQ3{=1H`AbFycc6M%0;~C5^3dLa0wo9FDKRxA}hOKV)q7SK~ z8WVv|Deb)$JN-SvgH3j$(#&gnu(~N+J#>e7$JL_K)8pJuP_cB_HbNXyZ?18^L_ic{ zOJBRPoHoIIZgB?>J{=lUmh|~y3vVmbZO~5BW22UYbTjdVEmyi5Uf!gP!2;B2_S|x| zcfA;>tkhb$cI`o;^G$jNv~4qj#)=1cjbO1G#&KD77DN(Ij2^<)9uJ`1O8nxT~`byh_xG!-`9J%)a&O3Z1&&8{74jlRQ^#qra3n6!F=zFi|Ayu}?G zrCl1dJ>2ifzUpoa>CbuY!mC=N)2h6WV23)Xk{p|d;6I5` zg~oy|M%7HL#>OKAh0=PUo!%xvQJsJ_Kb;>%U7m*a1dKvjNUq=1smlW{Nb()i=_l`R zvS3OmT7|l0(HZ3{&)~@6$vJ0{LutChIAa%!_D}K~QV&Hry=6M=SC23Mjj>Zp0tAIt zB|S@bmzAM93n`aru&tUWG;_2c=Up3GHFn3XFlhWhqK{59h0YTSD-_*(=dxzcm)7k0Ysn&(>lL~8#KAsrf4e}U?-Hl|zhfn1SI z*6i}|>>$T2s>Kdg(gTYEnXh4}ogs!ct@mWbRBej3lQ=_-IHmP5>w-{ihqUhmCZl?gkqd^#&-4#_?vPncLv zS{v^pVDd%8-34I9w)+VD&4|UnLEIV4mpR~TcMz8RON2j16nC_F*E;7Pwm2Fb0SI`` zog|-h^(1#W2@l)!vk434_jGZmOuYP0hdRsoT;4HJj#HaN@k~jy*l9MBl@^Wl9FfO3 zuk1O66$OlNS&HZw?7^+3{WZP9E<~IDt&^L4uaPBF!lL|?*s+zKbe<@p!fTAt>tvhg z_MDs-4(9U*4kO>

0LQ0aa_lU4*?}V@_O5)yRcCXzVkhO#At0i>oje@27B5EC{8m z6MA|s`34Of#x7>6_DfYGg6kw*oK1w0kEZCJyZAP3oO{}I{&U3c8rCAP=;S5DW~G$& z6mgxA&)2Z`PkD=wPIKdK#GC~@+!?GhhjY@eyD=V|7nZ!tQ^c2X_kHVkOlr83G(%%S zGpl0NndlwOr--X&x{qi|Ht0$=Q#*`KdhVR9d`o6#oaMI$)vT9p_0<=vd+M91)+?h& zPEcuoe>Y>*G(_l|dN7B(R+bZk=qbWUdvJ)(1ZkII;TW;%N`BLY>1I}rIo@_{QED}X zwoXyc4tDAE(Nw*QWR)c+uQ5bYe_i%d#gyh&9IoZq^rGiKXlK-boTkN5><-G6`am6n zTc6OwrQ7DjkT#p4dx44%I12HIho}7t| zTX^*=sndKH@p=urJnY~Lf6KS)rT)nBT(TL7J{1p9Htq=8?=Cjy3cim;wHVd^#q(Wv+j`dL(Aj+izo)jm zLBYzxqI9J7+?KT$GyyM2a=5!mqq>Nzjf5vxNm!( z)t89#?_A@2j+jkH)47vs^ORbWMYBe++XCF;R zz{q3h=w2mGy0jvHTs+wH;>?o}qA;}O!z>6%@RMt5z@=ZAs-j*5qUO>~t{F?jp%HL< zjxfAm!=58h?$Z9sl=Y6$&z=Rf8}<OZ!&s9NI;MhdUqDg09ahz5L_oGFN)2SuV#+RJ0?yfQ0_U+ zzVWji>QQDj(~N#1lcRwE2GIL48CA~igNu@0t^KEn*${lXhP_1)OyQ{66>QXSwEIRX z%}k7h?Q`uZ40mpG81_h2oqKGWA@O7^p0#&(6-ihrLDsl#cHs z?DbPpz4F2i?$4;Fi1Ym#zUs1s|7T*si_XMPJq%J7yo=c5bcOVKsJ|S6acq3eiB9_i%0sq1-F)w0h!pa0UzvaY5rqgel@YM+*Hc9CrDQrkNSlpg)KNGm zjm+(QHnOo>^Xuk1ILs5U}ycNSG?#dh$%cGiJ^jCi|7f^5wR&7(#J*}Lo`l#AbV1pMlWJC{AWj}=;c zwzn{Lhx28c<6)Rp#+-UvUUSZh-V=JG4+lbd|@U)M59wcYN_p5<-{%cxr za4km9re+eKA_7(Lo{fXJwBB^SNBUWi!jSxyk%GZs%`R{Km*m0`S79GvZ`Xj6bCWe! zgo|f@sOMJ%zLe6eyFy;7O{-FCV}+NK5#A!$1+mx2F%9O$VHJ&kV%%-jw4Bt{38`6n zN#Ptw-d3vdkDPgT({t`%RgJ>7(9fvKPix&CtZL3x61rRGNd8#hbdM4GpR>)0pMfeg zrGbNXvd`5*+jnT(Q-NycG|o7kiSBv0Ghp2LG*iOKd|aP>Ah2~{F;$eA;qAQDcP!_# z&yDlB$$a)h1btEA7$LH8D?KIO`$n?9#nOXN;@zNoQnE?78 z2nkog3QUB2WI(CZFUYT@{I5+~ta%I<@-0xW<6O7|VL*loC=NqoIcAM}LVI|tz zr@+Cu!@}9D4%COTd%EjC%(p~>8?Zgv6RTxl%eo=mo}p_$IGe07)3q5`HQ^o08J3Z@tjWCX|UBvq}4!uSWwzbK6WbGju zL}ycLgx4MWUgT$kN!w2KKEdM9cA?6`b$0gqO%ZST;)7SZ)+n{cqffOaZi$8{N;Y1s ztec3FXNlE2PWcWdHS&=lw&~2Ob|bIt10Puou&u-8l}B{0b?i7!PY&Mrbh)y9cD%je zV;-KM3XSg~T!sO?`BqOR0=ib#LA;UBL3@nY=ll~^^Z6D&MqD)5$A~BiuWGbae9p}B z+lXRinW8;j?2al#$iG4Gb%J3a>T{F9TuQzh7E-xoB^^W+WI#IbPZ2@cY>c~MwpJ(K zlSnXFPp!^m5vZ=htQ(kz;LNzoS#!B#sA*%D_oG%r-F1+*OD(z9Tk|=8d$FZdb(U1# z?bD>?wktcFYF6gXwU0%vE$gYU>*NG(Q1&k_tKbp_NHT$z4_OO*e32Hng)?8Mo+GPn{FiS z4wEqDEnlbkO6>AvadtvxwHsY0cHLPz-s#@}_YF^}bOdsG*L->Uj`TT8sfMG^XJ<`_ zEfZl*g6?Jl>J~p~|L~l6_#_HaYdWvK^j`Zn#q?eI z4y5>&U0P2rv2np1V+y?7DX&M|rdsLA^*PU!&c9CeZH96+id~f!ttl;nG?`YOG`e1& zHO*mG;l)b?{zgP#TY&p^-oy6}hLiaPkb^QSKa~w0tGq9h(@~p}Xz00T%boTXVeb*} zRqMA@yuCahmnY|<++xiuZNxZ=bN+D~aXC9~PO)nr0y80dPs>R&G*2v!>J_hNRjTmkX6$_r~wwYsYZ#LCM0;_E#3>Yh2B zZ!m+HvGP&_ZW&5SwJQIEF-KyC5=Twvqta0+f4OL5C#aNY&(V8Hq;6`P_v5GDZgxUz z{6e?n!BR`2>GRv`4)e`|!``jWiLY7kl?ET;Q5Kxd;wjk!*9j{lGcuP?t!XUt>iH>d zot352KE7jj#PQ~s1xu55xDTxzOBd2H}hbdm_|5A&ruOpk0}aNa?yH8CK`8l5t0_;XRqeT{cMO& zK<;DY9LOvacfQ84^a^H`ymZYwGn6{-j}iVFQF?5mB9SOdQoC*=2rm@GIkmE!wOqHj zgR@kc-zZU#Qrgxv!-=`$%9xoxG`G%9Inka>1XaWkjuBoXY>Ng)>hkG_Cu3VNRpQe3 z>ob}z3{~!EvJw_=xkK}@=4I1P!ccMw#m7Z?AuF)-_Bl+wC)JUydIiTe=SL3vpmhP= z)}GejEI1HF+*Ad#NcM*19M)=NlslBNe)DkE3K;I4eT>jC+D*mBVAbc6MR|#^w`Jz7E*7m{eG7kThm|hzKEg;y-L(&t^=*l%t?HFVyz!-*;J&)4 zxyh58B)NvKo7U=6Rn(ohfueI&E)ffYcGNkB|DUsKOLiRBk^f#rEdfMiDCGTbY;IWu zkO@*!P0!bzZnTbVNhFxa$HydeiG2eP!GarunGlj%anI&;Q?u7PiK|~QCn%@+{*vmJ zGd_?_bJv@Kl4{tYY~)Vf_?F~1ej2eDE2B)`sJTza?4+lco-T=wW!}O17x#1*%S>`f z9AA*UJ~#E)gTfbXGf6D&7itD|g%MQeon@ zR=!UBdnCw~sa;PM*SCJGxL*CIia47tJ-?Oil}xGiNsexdK{%Jc($2R}70=hGlejPI z2RW4#8|rB1IaFrscS-s#*XnqZ8zUkW+@4}gztI$xgY#X*1;xKs*d`}{PFlYO?k2DC z@9CuJ#g1J{cVe*YG(gUR(Du|dv5)g!R}J2E8uP^I9xCkh8nOkk3Y@u4?!A{HRDfoD zt2b2o^Ox>qn*g$Rj^h+&Y?(Xty8J!Ov(MGoB4}Q6!fizox`ka@_p>D`$!Tr!!#+mQ zqdR>iE0@}&IaUK=%xu2x#f1}jZNvKfH&+)}VOL?4%))98m$w1W70&qAnlupznrp`< z$=0AzqOaciAb;(yHg-C_V&Mgkf&`GAV^9BS9=l5~l^RVqN!~b`cUWQZDU#Ovm^ z!e1+-$LE!9w)&*RfO0nHTj}f(A+u<(KFY`wgV`>iDG#}-$T{kF=b(zzHsOWU{AKjC zy*Y4jKF!}&*vmDLZ{=^5*g4kc663pk57Mh&PvOEGruFpNK19QtZWcvb>K=E9cMi`L zzN@fyjlx1DQ#f2!-O0?t_W8F?1MO3CnyJenHvU$Tir0$jc>6r+$~Q$&h`MX!4pFRW zb!u0RL%Ke`x01n)nfbWn&`kCZc)-srlW=@2e@kJ9oyM6u*!dVar)ErbEnP$SV@PCB z+3C8A`GT>fco3+!QWAspt>jd<(Rw;h&No_5S14`rlYbK$U;Q1l|M*Kpblpvn3T|Ik zZPIviShy<}j=Im>O^4=-Z4wOCMe_(`!pQG))8*XxOk|V)3EO$$kkkja=eZc#y@fm< z7FO^*j}Ohg0qlBzSK(}-dG}ZBKYR|UAo{8;*ysFBA&-pUV{=EA(^^Nq88JE)rA4{& zFmK$?C9eSL%A*Q%{{(d z$LGdRkYmXwEab|QLk;ByCi{ojl=6(#tbpFi)&&bgq}(XPk&FBcdWF4K$TcQ*-sT?S zzOUyf>BcRTZRxMwTmkc07h#HM-`+P2Rm=Y-GujS$qI#TP*U%)^is#d4E@_m9hIcGo=tg{K`h2IJ>X#8#PC2i9MBJzMP`l-q23-J_mv2b<--6s*^gcvB@gY9_HJ8Hk~S9 zZx!;4xpc4|YSPr(*|+%!6vFDGyPf1y7wVR1;{A!$`J28$GTPbABBF~L3U}Q5ub;$n z1vxH3&p@hc)U#P!>p3cHSMh$0(XUa94r8Cc;4#0MdJQuF zA>6X_#xp-Vn$NDCoos#falWkxHR-8&ujM_cX8@g8IXD?^{#OTa;n;_ySJ+aqodWVI z^|wfShk8C-lUN&a<=vHdAg+7zni#XGFpkBRiI?qXa)*~T{&TMx7TSM2$7l)gc|fA}m`@L}uu z&Cv6J9lcNH^Zu$Un6uw-il2A$+&ab6*|clCJzTsgpAgLG&O~WcHfi(5h84GXe!s76 zay8-yyRY!q3iw{FG4-Xb{sS)+(}efjoPdMZC&8j^>P0!tJ@>6N-f_L&U9dllw!wdR_TrfW zuyCDd4N2e8(Or2^NN;=&xIJd+*|~Z5jlF(*_GCF=R%Y=-h1+Yz`(NS5zr8Phr*7d2 zyjJ8mYVG;q!Yv-{2|CJofzRsBGaPvsRq08uC>KdnLQ0J;_dN{Zlmo`H+ahACgr< zUY+a`A@{cU4j`Me?O&ly{ZwaTNAGc4&WK;iSie01d+C8DzHZFR5wA`<1*&2>cXfZQ zur-~sz?slAFTW{upOiP>*0FTe5HO?ZU;e%{>ALc@#d8PCxk3A}%sHdIp?UsAjs%KX zj^zou{>s5zx6>L@GktoG#|lq}LzhW2b&i>JwCm^(U6Y|Yt?R~3Rf%tRk82trIRWe_ zeAHhN#$8Whb#{$R?B*o0IlUT2@uwB$M)NwY=D$>_! zlLTK%o#H(SN*iLHANoaPsI7DDG--IKFyn=v)Pj^>$uFHZuke-$dRy^!4gE7Wf90h@ zKghn~<#Qab-}ZR_w)%DVf5q&dDzPrg>Rhmi9E|FEuqDu=K<5Z zt#5YllrD}l^Z7@S1ZK|r=EQgH*!gKSo4?G{HT$7h%dB^6OzM_fogJI!tN_G4ry9=D zMB|V+ojrC;glp*LkwE6tOMcv+aCSP+U(<%l23uK-sCA4I9)z{Wr-JMpvCgB4Q_(o^ z@kk`&E=*GXFtKZPeZU5l)QPu~?zQngVK*)#BlUG2ilNjNG5zut@^bSd@h}PM=Yg2mNVCxrr*-L!V(df3qx3jhCq|0|>$T{k)<14!r ztlInZqhGizk%QNCe0LRbweE!^99D;|Uh+w2Xw%5iys-~*n{V3LM6M#axUYpHZ(Mm1 zoZ{OvG}(G$^v$Q&$ip4XsasVx^J8TGbH`7e-pb}0S!}55-`;xtx_BQ;#&Wt7f*IY$ z?;JE&bpBUER=UN#^0s2CN-oA&=WgJc8`xa|ue=6j5jgE0TbEUuuEgtdwl|9UdfIEY@RS-7|w0y$yGnhS0oALzmt?9=LBU5Hct_kevG!RIyDyV9#-ZO=V=2j!T zkg8ojvGY}6jb?XQtw{jValI))ubea6x#0QSX4N6Y*BtLyKa!-lo$?g=rMc!Ix}0|( zYfe#WSGg1O@YJ7@yC zNw)E+-alTP33B4>OqE+!*6RS=vm2 z_K60?xr#?xoNPwf(i$<$R_}Cpc|y)7xw+4guL3Q*!U|_}G`SV(yWx|E!g%P$-E=e%dC zTcNZI`xu&1WwOF#ECM)-LfuY8gNL^Yf34V{fj=LTBYQf^NF5tCHfV*>Q&Mnyyz-|t zZ%q;mi#<5DyT@J=fH|{T98+8wsz`2eF3Q-XLb?^NZ_U)nY{AOVUNg#qS$;0w`t$3P zBj{a4EYF*B19hKM3h0{UOO7dQU8;;sW8UY&GXPEAe~-f0%q+@3c@8zUd`o;FPT<4j zH*NYT_jYeBxNt%X4V>LPfYc=>JKFAX?IErV(arrE!z(4aH@_d`V8+Pl=ab-{u zqpCbZf2jyA-Ba`1!jie<@{CnK)+_9_LayQMz|T(*taOdZP3dS4XC1XQnUHTzgC_jc ziy@L=-))7zSA-9VS<}2DF%)09ER}OcoV?qLB1BvZ+I}s3t2o{&j<;)&9ORDcB*(k& zvFB@J*?}gq>6{9wDy)+xc+;O{#p$LB%lRbU7&9PeFtRsAJ0k;`3#gvugR*^m>+Le% zTc1A8{#>ztKH4>yuWfxU<{#F)(v*i?%>$D@-8XDGPTn}x-@&=-vvkAZRD`)0mb1^& zZGn>%pDQY(?CBb|A~i-{Hz>v(uP}w4yPO+@;ck*6v8I_g_v?A&b46Kb67X8_c8#JA zLw2CbZrM~AS7c7}xpW5fo3afr@o{ypoX=hB3>yD*w*vvUu93z4`_!ZneJW}^kMbP$ zbd?P|Kee829>6(C5ldq5?;Q6Dx2l#2I)5`aagB6#E6|g8ayRm={Ayybg@?Oo8gxyH z(m!{TKInugJyopNFsUf8$CP)Gxf*VAzyI)DV5*eQKoHf+?%uqiNm)1nr=rrT=a%}Sj>kI6{Ge29;+38e*`kB#q7hVjabvj$V zUvCvKVs+Y*{6#t(Q65wa`$MkWQAubEKiO`bTA?$ovi6dEWaNAw%X$A~*@e3>js)dbyoESJ>+{P&5L-mg!sQ z#Sp0L*;(P8ljnVPnEE;FG*<56V&w(qz!sm)tB1)1vK89`IY10s{KqDkzP5Gd@U?Fx72rp=1nUKfsa^d| z?4(qBea1%}%Fb!A2FaC*&^lP1oF)5*_c<>OucwO@m6W3%3|5y$y# zZYKtE1od5)GdTii&K#=Ka>|V~>$=8}c{2BO=U(X_S6kZc z%p$(c?>E|^PHyb`hKAFjzm+Cjg-eCiD2jsh`E=mMc2^JokLDlb>?aN7vPAdPvW<`K zZh9XmO(ojVuVFKscsh6Cpl`4EY447`TR-6Ud!X`W3(vz z=jwoUl`5lwm`GrCT%z*}@{RKC9NC4)HdLcIpCHbVY59aSIorF65_7n4sfP8f*>SrH zyjJAAM<+!mXFWU5{55HlRPjk=Sv)d>eZ2V8DEkA4tJzz!jQ z@6NI7f<0BO`y?Z9LY;bc+vG(n@6#wHq8#j;&&a;4AAu=(cvIdd8e~wSi>G}#FC?oI3j@(1PvKpKvm?23 zS%evy2(o%G!bg(0!amb4MP?7uyYv?HJlG<7QwW3|a z?MB5p@gU#!+9&0$9Xc!VHEBYb!`lk!PVXw7ufY!Qxg(EJtB~g5n9e*2Q4F@6rn|(s zlB|%H9#{N7%=QkcUa32qr_fUQSjwfI$7kv(+mej3lU9pNoz2hrJ`v2IUY&88$L1QN zI1iHI?wzxle!+E>LDSiC)5CK$}p=6IXFQR?4Qg}q#(W|^|zmT@5IU${RlA68x+Y;|dt^<(sjcP3ow>Tp8+ zE&tv*7i?>wtB$arnx{gyoH?RsRCXvw7!~yRmT4K<;z? zT!GgLE5g*`0CC8q`MgQpasEw}>E=ro_)`V`Lxo9&m6Ln#ODGFR8LI+~AwZ?qbY#FL|Q^p^iZ z{aB3K*LVFxfPJ0J+f$gV8&=3fZ}~lKli$!X>o3$glWCE2jIOOVWivFtV6<=h z_Yd!K&H@biJ^zb8ot$5cJTpe0uB>@DuNCbYpcb#3;`yw8Y@V?a&>hq95&ElNZ6wxT zy}4Mqci(ex(x%TiEt-m+ZAwf|1M~dCC-FYfocHRfV!4J%MXUs8V|0ftPigSZC9lzS zdf%PFD#gqw+oyZ$hhMNKwx#>a#tR8tF*7|La`0+eUD(Ak!@1sEzAuX8$?4T;gYEk* zK5R1q{Vw4Fu+7mt>x>&K-I`DraA5bj;vBqVWvbj%9Iq89M)$_w(%Wq9XtOn&%<_## zrj_kmx@p?cO?qyPW%N;jVm_Cxu3 zJ;~}or~>Ju#8rd3EjnjFIs;~OBT*LYKB;jywldr&(T{e+N^aD{xQetCLNb z0XNtCma^+L!|7|GxF$%{^Np_pHhC5!q)y_90b6_nDb2*Sr_*)4I<_^F{5mDY>120G za>*3FudufYd%Z?&&Ti_7K+jk@rYx?J-Z`utrA?jIONGByVEb2+B@h3oQQEEouN9OT z3s)tV8>vZiDvG9m36I_U1&62x9K`^LzHRHosk^E5-4x-xFl^^EQ2lylrqIbVPbdCb z!M9pEgBe7Vi1RW{D91-~4>r365|4RirQghOiyq~V*V;f4p zqBFF-6Ofbd+0M7(DeJ{VI2#-LI#)97lTUmg+>#QuJ4&0%Y47{3XabDHUPDjwxr-Hf zqqzh)cLtqh0`45?eA3Y#cXldS-iGV2o{FJUPQVwN9mF5Q>h)`>D&f3&i1)D|HAlm8 zcp^cJOgr`oQ^#AyQR?fvYh1@Tog~t$Pua#@Ywp^?CPE_VF4Py+!O7QIWA2IP>RDb+ zCH`1(tz+8+AsBH-5x5)kf-e9pQ$vOOMeoZE&OeO37>{5w+06-9xRRW42*Raq@KbM7 z;_luMjGkit4Kr0f!q(Ib&TP|PeN`-%#9K1jA1dtm8b(}eSqmo>5A2|;opfmOMFnnl zqu{R8E|c99wQ6U~2s@SRG*->?&#q&%U$;NwYGl(j5qyK<1q-$3D*R`E-wCbrrq%K|9>iSvQYj-{&XQUh1(Tgh8XFxEJ4{ z!cdK-Z_4~jdeP$T;?67o+{(Pq=RDWKEq^_Dj$xQ{Q{l<|YD}g!!ONI!!E#`QOtcDn zt!URsH0Xb~|J-un4E$8x@Cz%sxck$=c$TF2$2IJ7Fp_syaW`q6r)VVGR#rN;tp9)( zkjBU)Jy4O;X|;4LZu7b(gZLli`G{dJknYEZ#0_W~`S!+cM7+nlu5K z0pC@C4DOo?-rDuaj1R<7bQ$Oile%yR?AM^e9G@$6@ZPiuGs%byAiOjF9pXyN>|^0mT#0v$5t6sg!NhXbn~@i-s){P)lYHEGA0K`Gvbbrbp8-IutgX7%X$KmrOY((p3GSsFp=iIE;JI{c zoiQ`Wy5&>6>m^6CCIO*}zpDUiSH_*+XZq#z+1l?K93XXch24Tn?JMl<8pl6XJpUDM z4T-+l=4dV>y9$4;m~X}q%wW)gpOvvLoV;Xqk#x2>x4?~)Hgo+C3>MUF$;1kTJNV)v z(R!FjAp$XWz4Me%xd}d39huHbw^f~9!%)2YN`5zq(wy~tQ(+R*z0=;uVQrnhaaw2j z8FWlqz4e(hab~m?Imo!_3N@tZt8o+IaqOE?T9S2Q{&O53Zsy1a9zFsi1Dgm2!4 zQ3xy8?Zj7MVRx*V80uX6R$=egc&;F|;LUd_ zR6$t3XGSU!qSzeTqq(8(v!~h%F6A|U{3GO2(CRQ2?s--~k5+^iBGzR1jc-rtv&qUt zlLKqzuVEruH-1ft9aDtmE2nq9w}8D=*!wl?rNZ7m$6SNL^kDu$L?xpumpst(%pOqp7g`ICn>^qvs|2e9#1M`V5@4b^;V3?!Ff(}C6o8N4 zc$l4?Ta4(xcZuUJ)X~KikTClD3QK3f+X^_3Uub4gDhkcm-d5P#HSF!L*xTo*6Af*ez9TFsD2K z8H1}=g)=*Bth@_wG7CMLoJ8W_IpJ4VsWWM5qzBsg_LO_}OU3m+zp^@ftIzoqJ;V z>Q}_Wf;eALaNp+!?Ukf|!7d3NF{I|{Z2KHAPV9TEAeuq;AL*hA<>bLPzu08TK35=9 z5pJ&$c5L?*@)I7rOsU9jat9ZKx9}8OI=UgqBi7*tIknEN|32^3* z`CA2opS-ABtm{2oJ-e>V)aheVT4f@MOJ4YTw)^=L&ny)$f#4 z7Obj&$=`@DgCC*ZZ(LTNEBvj3hSlDAPEo*_D1Ew)u}d?xs)9S>tioW5vNF z)*Jtz*NQlEE&NlbL<3M~ta@bU)Gk>ahLPuv-FyF#E6-yE%5J_-yz4yY>E6)J9;Lta zw+er$NbL&wDl}fOIU@~S=_fg>Q0?1X>)2iFz9Iu+7B3`+OQPd_1)eLQ{K7-mb>;?Y z?)@Ncpx>-xNka-I^)9aHr?)XC7eE9c2hgv z_DWh|9xL9j!Dg>G*?rCz*LyuhhYaYGS|MBZ%1qwKiDq+3E64hSfZo$?5P_fGL;1K# z@n@er-ho&zrfmIf%8axQ>dfKplaseaHZQq}GvC4bI~S}QOb1=)*&`mc(0avG11-Ij zvRV~&qVN{we^}#x%K&|pSCFd$}__k z&Q+Npx@Qk_?m3%SvKJ&P-WhS;uG)U>x3Uq+6LipbLC3Yv9GfnV^+%u1-Yb?PoM>^* zH*o`YXg-jufr)PkgM1!|H9DXb-1` zqA|?kS9i*g`6}X!s)*pGQ-z?u;^^8W|}UF#0ZQQ-@lA>}QhT70PB4GR0*1o%sZ z_@1km3CczD+O!)dFBLLg@2#Apl2rJ~Y^AREP(0aFF|<1q=CZg>ijWQvu+EpF1inNA zyPHML<{^F1w!+@8@mdiRnzK2#6f+}5oaiZ4*?mqLEUS)&scVx{5?c4}@JzdzUV`V= zvz#V2jRkEcUN_ei%Qw$@`CGb9&BNz=iY0blH>ILTQOPC^Ns^3A)eDviU6j16D|9On zwti@JjP*!XApM+Xq^4^mym0$|U((Zlv)|4il@fy&->QMGf6JF1~}= zjxlrD;iGwoP>*Z$?xT2YV^PTPS*&F(l1I0{RU}T=@xs&sBGP`{fW9Mxo#JOSN;|7N zv-KY;)@ztl$keON*5-~3w>7)=tQBUT?vkCOm;R-nPQv=9)Nx<&45bINBdiapZewxf zIWBxoJ$A*XmmO05tpZDhy;dxLr5@gMf12N(3NUq-lgad0aZMSXD+*sHX2wZqpi}OB zoskt)_?3RU589ISEvQqv8kuA+9m>`xWK;au1TjM34%n^^5ry&byQJ@`FkV4M^AHJs zVX16}uk7Q}j4Y?dOGTAjg`PT`*Up*6cmA@9;#aQdl6i2Wn{V8}>p-C^onB))v`=%h zyfUBG5NYA=)#vTi#=v8Rk+_LZNnkAa3OHNcqtM-6e}AXx_nX#S84+{$xc5W3!WIug z;OFzPMe*&W!v3X#{?4|-Rh*z{72)2HF3k%cw>;djC=bdVNP@ntacZ2O)3Yk45fXJHL6SgZc`10HTcFqLpETmr_IY)%2(@`+S?ihC%s=xh`KTPs+ zu5$x+a}UU;@0o3RR&Tp{g}Fu_v{OJNB9IZ*%*8*Mk1Mf&r}F72=N&U!Vr=poDrQ7E zn}v{gc{40oSan+S{0Yv*r-rrnjl*i~B`V2& z>#+(m%ayZz%C%`*;ZCcNH*c58l$F#SKJR<3V-@bwQ-^;OyyKwh_N|}N@mO)#TSYY8 zPZh`8=b$5z@4am~Z@x{=Y~dE`yb_f~5jz{NxLu=}Amvw1T7{sM8=oy_?7~CQr;r}ZYQ!Oyd7tV3v8IJf+KudUE#Gu9MA-h;&#s>XXeQoQsbKAyh*s&7cGtJ9 zHj?03|T$w{JbQdLHAoyf6XU7Am?G{#iL z-&P>Gw3~bn7p?+f7sARi3bc^@b`r|fv+K6P*In#e?@&3#pG%f+o%o1pFS&rBZ4$=+ zX`6J0Xp=8|*t@<#6X}<0c*|~aP79y7rsQdL2GP$&5#YJlZN;92gp23)S6vHtY$p;k zV&FsL{hJDz!&_q?`}F6ZdxL1JPj)u8nsh+8U%@jV_XgPFOFKKqC2`BxI~|oReqZ5~ zD82KO2Fe>sZ2T;c33hb3RkHN8|gHFK5noV*XkPYspS>k90y zC%(yLX^x<$5o6}+5FaZZR_(~Wp8&g?^62OKMX8~jTYVPNFW7~+1F>Il`C>^T+vGQX zf?K6doM|cRHC;Jv>q8O@qQzAsh2ro#AH}eGhWOO1tM_ z{D!rIEiSF^rsk!PVZovL^|@xI{GH#PO|vQqm*)nfclI4sjYMQ48F41=EAUzopX*c| zPUhj@W7&`W)`-3Gu{;3ulvEt&V|}v~|1f*0u(t{dV3#L3SNo4)%Y!{FtcUh)Nt75I zU9c~^N6k*a^hCWQRW)F|6AHsD-}5)!+D~d9 zPx3tCjpnXyobbTtc@f{5YH_)@$E91-AAslT4sqiXTsztN5H}ofAEX)F(HAP~*Av~S z5LHdxnZ2#zxLEfWdG|XHmXV2lkdR25xd^ufrwt99g4z5+64|fjan~xs6?^_Gr608InIMACH^^ zJy$?ldPW3f#`j!d@nUz+jC@YF*oDoEH8>+^cNM1L3&OW_<`_Ly_-jRdnGFK~))J;* z>LTIlgQn9Jzi@shexW!l*U_{%tfPDV#%Lf>$%hJiyGDG6(etASgLRI5+hRGONUG+! zQ#$cq{v38Lt3TJ-Lqd^~fO0miJ3XT*>pc@<%G<^1T*AZRcIEgNz5(4dI^W?t#aO zkhzTYub8sK)Ty<6YMgv&8)gul+$SNLbIVk@&g#WL^qp1|*qjOmpBseC;I^ch;8V$A z-nejx?!x&LeTq7++)XEY(7Gnk(m8Ia7+itZ3U;6oRyb)jZt^`a=hd9W=?g9ei0j)^ z#q%}FhEek@C?|m4Fkw@AuG;f^d?m%5Sp<0>n`=V$X`hUY?Gro~ZZYlT&BIJtoeoJY zN6s6Lil9==pt!}L?rD?JKDV=7FBNJqnn&#`EPL(6Mv?pv#?xeO5fz;0=p*&on!Rt z%6xUurTn?(ZwW;M^Jh^8VtMXtbp@AT`tw7UlD@rj7X01AmkN8ohP_nS+vm7H%^%0F zsVq&vsb}Q0v;9c)@Q=!G5g9p!AnIp{dX1S{(6m!gw?62g?DLrLduGZ^5=ix1~!hfYMY8dsjLe0 zTrbFPdbBh0Q5~$8BYDdv_0nk-kix5j8)2VI$}VVb$~&QY{g!)n9!=XclKu)V??GQD z0hIfuzAR_Ws6NnC1m#=Ky)yf|n~J;12xb^scp$pnIoMSS;!{N;n-3K)*O(9FX?=At za+`Orv`OVDwRr^RB$sE}<)eFdjIQL8cVE4r zXSA-DZvI?T%)Dk=SY0G?B<_La^-STD_+#YEv9C}pc;^`!4fE*TxMpBpYmm43i-Xuu z@pLqg%yc#;e{G)4r$gBsSS>0}NJ1`F)G7YcmgFp6jGmpeW7ET2U}2tca(1Fl;Cd3b zWn$$z@t(NKY3szhc+zf5KNj3k>cvOH`7hUMl#js5nb2I~g#{hcrg9i+Qw^C$TFZ>B zrr)Fg=+hNz$Q44j)}7)#pHnopZA4;#*0EDOh{_qPR!jX&D|6b5&wpFtW`eoX8g!XZ zbv+?ZMK2zNbmKku9@Nv#yd-te%wF4#nD$K_r|HMdM_LHy+DA%dZ`yzij z+iWcu-77n67^7ddUW1J#WiF-+qSTy~KYy_Yht;wY-FVYA);TJ9j*k_RkIbx2Fo)!+ zBH-k4ZoX}F7wkE_I2&80RrHy7hSH@fO&IQEo*hUHCf}jW_ubU@>%M}zTy}Y9RjW^D z!QL5gR{TrF@4Daf*E;)6ajnq|tDx8l2*j-Z>8y^EXw!M^4}T zqtxP-e(Y$ygIQN{0m7COMQY$Mto3sBn8^y?zH{lI`(u|TK}2%z^BW|K@tl@fn^kJQ zJ1qr~&|+hI7`t)6BubUy{70P%=nZMkEv#2Ref3{g9_;*?dyb~)UWu(w{pCkSqN_{d zaXffJW`+Gr1VhN-%C9@j|SVq0~KQ;IwK%J0P2UNGrzTj}m}jgisL ziR0Y?!qQ6(qvM51^3UI+vybB+gR&OQnq%A5hY=6O7awOQ6t26RrDJ)h1<_gZwLDY~ z&0~c+{;^vRFmx7zj=hSofB;WIjm+Q}IImQN-b5mjdT0v;Bp7_8Hhjg>#WKnF} z6@$&0mbY_u%Q?&S)b}|5WHO=2u(lQUe2qFcFz1RpN0%M>+jKZ9r-t8KApITEnbdW9 zKi7}sn4H=vwJygCn_>2klM1}|xWkzBYi|_-eV)REB>%!%Pw)IspDXZI;lzX#EI5X( zdIl1&PK#_X_F`<#r1@Q_V;|rwPBay#a(hTStEZKX9~wBzF3hVY7$7_XX?{^hmz?5Ud`1eZbK9{WLnD8cvwc!q+ z8IF6$$7<`u4T9Dy?EM-q7386M5tK4@D`%>`&q4jOWhvr{bBj_g?Gx7-KaRv6_Y^Zr7PZM6)x zbeGL!#2L9l`qacediIP|W9D!H-{-;&EG5@y=a*PDlp(StZlPAG#|nF|aIzQ@&rlG` zQYjJMU5Z}Lb1@m&?k{L+j@s$lnb3|tk3!G0NcH4Yf$L;MCU~Riv}mOx8mzneI+ZTk zY2w}TJ&^0i;yb#mA5RtaFmP{~w#6PvMhLf#p6&wm$%B5Enk2eW%na$pNL7OOiW}sr z<3Yb&=Fnc-v3QqC*EhY7=Mhv;CrP`>_4Mrg!f8H9Xt61h=d{mR@#uA*vz|@b8F%T@ z?3Hi2>VZH!gNF)xy#}ooV6PkQww4Netyr%CUuPE44t_XAf|H9mDK9uiTkaRwFNasl z0H9$mekiIHoi2!yPiVJp^BHv{9M(*!@`8dz|3Yu2TiHgQ>Qw>CpG!Z}!q|wh3%Aa7 zDx!+BQyO)B@teA8XKyQZJ?_aUTzQD}eILbhtQ~2nFYWXm126=Jbq}pW{~3TrAf%kIG-2W4vvb_?g*YCr@Wdv^x7!?3tmVHw|+~ zxbK`v-Ciq_#Pd+`at(b7ha_AQ7VNc7ca}+EIqH~_59ZVqxz~2F`r}f1x+)K1HUE(6 zWP@v0r?h&g2Bwq~?-ipbZlJ$aRB~}=5c#qDy@I{tC_g zYmC=xNJVwXYnC47%mRMHhO$*f;p)+iRF%}MK$6fX$q0$3-L4;IEpus5o3CoYyNdN1 z#uci1wMRdC)e>L(F9$b7ZH10WZi>GJTUB$GqTzB_1$?md~-MpK{SQap8rW=bYIt*L`UT zb|vS|^>!fwsv^xlXU;u>74+n>w^}UpOzqOqENY|6x2jr{*!knP>GlSGKt+ zJJ*J8-dEOM@wOf-yiSeYa%U%hy;v1@74~)wQySyO*Qr?Y-aMGo7e5e^#{TK~rs&$H zT4VBDIrv;@Cb>L2?aHWs_yO;x-u+>a^QdGWFIr;fvj=+eXy&Y@qKq;y)wh`LW$ABo z*uic|4IQ0=l*HJ+69!oocJ4gY*yU)(2!1=C6G!3g-T$ivZdnvtM^K`8-c*3R)VSL! z?x@S)qn)BBOAYi#u;KN|$h+sw&m=|aNrWjY>NwwK9R+8zasl01wqQ6M%8sI_(_eO& zyX`9Sb0AYgPu<029V@qac7TW(Fg{M+$2}{}au<89u-9uC*_L?IHD2?EQ2R9el#*D< z15tH2#Xt-vp;Pw;*gk1foJzpm_|h2^kvFlNrwV(!#%^{(V-KfXuk~ahemPCCJP&V` zGxAsgrjoYw<79UEa|Qleg~?xuwc*qr7sQ0*SHEd^-Gy0xSAo}xX-#G8ew*t@3DHe) z2T&fL6FIWs9|-sCM6Fv+V)|}u+;GCV1rO=znUhHIFW8`?pw*Js(?RfpgowlKG4rz3e^dcH@A(vHrk z+E;9HMta3vR>}3}8|Uh#;^i6-StW6exkrue;%!z;H+oSyNdSD(N`Jt8*8eEVb-! z7VW*fF9}Z!-(`YIdWYZp^9LDy)f72rPh#1#k>{7OGP`W?`*hJ(^SL33j_4?ycUQ0f z{r_Kfj`Q5JVVg{HpR1wtQea)QdvYb&q1#s%3F12Oof~{_1K{rGxiDD`udK)#7|qKS zqToJV7 z)G$-_?7zBm(k8a42=z(Ng+G?w`VR`s`I}lj>Wiu*6(K0AaGH3Bvd#Ct)}(#&y(j`-Fy5?lMUceRW87*h2+Rft(#eER~?i zR&`||*=}|MW-)?KNwo(nw&j&1@LaLGhH*vSx5oTqG*Gs}+irZ}eV)1SknYu_hbe}t zvE{){h0AG_c#foO!#d?T3w4Tr|6SK);yZx2q8o3yniD-#EY~otpd0{v{oeI$yV6Cr z;G8AtoY3VO=)B;>Y=1LPP7P(Z`C4%kmQ>#_>MopJG-Xam-Y!Ua@=0$4oS*gbPT+YZ zh%wW>e@-JOP7rFnuzxD)`>_JA70%;1&GqWZ#e_NP`$B{FyNbk9?koJ|8va^QilMuT zEgD$d;_2bOS#jqy(&>|)SXlDxp8Zq-p7CMT>wWt9I~E!0-N!x8=q;Bcu1Hk`O}- zB4IJY8ngVkL1`Vn%fWLb%Hr5&=}CpXUBlk~ioJb~Jn-oR&rI%Ilu!?Il1{5ew|5o7 znE7_^L6c;bdJ0E&B{PlDZI^*5e!;%sK{l?f?qms^e^Vlv`op48NFq`$@ddg_es8QQ#VuwZ=Q^u{-PUCGiiMx-ws&X`@A2KYbydc0R@_Ltfi3A_ zp-8Rstu_Dk=`oY16ZTncdeci`=XQgjm7h}jo~t**%mTmDts$gIk-=@NS9r{#YjEbx zyHtHycGI_+K{1sW-dH!g=d`)K7Gxf(qqzqU+nwg+pzX@23dUV9RC^{Uk^!)KbVo*+ zo2dg8I%mS0>l?e_xa(OA3y;my8#`{n*%O0#F1BKhV=(titw|wnjbOhEtr)Ba(u5d@ ze!u2o*!UN^uTBHG~O6Bwa!D~gl3`5SQMAV}U-M$80 zbf~{-4xm_fci!oEtY`^_knE@Fp1teWzlsN8e_BhF#j|5`lk~x2xhhSMPp>Yxr7hY7 z)+Oay0p_7-T7^#!vu$=QUMqH8@SGet<$L6R)iObSVY>`pQQAqz8MZiq&s)=+pX%Pm z9q;ZyJ1?ZhRDqz99{3nhQX6+;rVwG(i;=9AwdTSMEv4{0*5??su^E0o0&e^BZTQi% z&WoRq$Xrs7ZrgfvXGeIlj*o86BP*-2jf--(W6IV+zPTmM4+rtwG4bgot`lA=@K&*% zd!%cPk@Lc6oXtF0eM+%*S7EQ$s43vBtCwSa)<-??*GYW$HdKWR_k33Yx3|AyZ=b{6 zHq5_4>$+N&(_V?xXG3^?>ckmto=#7YAm7O_qc6-SKGfbI&4PZHH@BpizG3>Y!O*xY zW}MY}HkL^wpLgd4QgM>o8b8S5`<2`;FXsh9oK0Mt+_3mc5~CacQepr9YnUl-yeKtL zS7IZENcQ~f{*sdbh)l204ML1yv_$QU}gpnap+7~cfWFq?keW)2w%>(g#|xXcpSwP$1Ti24xYi{{;fh2(86cGl0B43W{Fb)4}+G)`-fpP3lU(J8TV77Mr7Ll2Yz>D@m$?+Y{`cbNfm^al4ZhV+4VGo1r{O|_A= zbPds)I)p`V&2Z4QE8YJ?Kk4*Dn1}hPTEwbNh_5{n0pB>;)YjokFV#7lqFJq3qietJ ze{_OFUasGb!Y)ppM||63r!}v?(pk`MnfR&Aw&cBfrrp3g<|t1g;U6tkWxB0-v9Wc< zMensw;Ta4w#)9W*-hG{TyYZ^cyLvD=9C>=(Wj^MN&!s^ZJ&xx=}taJfqS|IJ%>*3`&sOV&jpgFEE6*De@gmx z%H>H&2|WR|dYE{pNO1`EVswvQ;M{lsK%Uc6IW_jcLfU58{9aD5i#I)ENpn2+nUACi zp|dIJ8*1Ngsee|fe~t}@HD0^UgxsvS=>YNTa(0RkBP^H`*o%|r!gX3w5SgEB`o5I< z$$5{$jl(jYD=y6cxgr2|h*CIDEnR0J@5{x=bTa+hr2l|Dn42O5bk4@gBCt$@_We|Y zdhPC_c`h79Fk1Xjv0THX0y$W1suGX4Qnf4S+7;Gmx$r;o{9PTaDr6W{n2O~!hc}X0 z!Y*fZ)$kSVVKgv(dM6voH}@re>`zYFnvY`A@;($Kus$DNjym3)(h|!tWvGf?49Up6 z^KeJ-9h`gqZH3*XmuAHz8jfuy`L$}Ra7oiU{$3t9}7#~TBgpvq5<2x zYjBGvJ&b#$h=jgUPX!M2U0s|8V4MZsS z_iS5|ge-g1QQi3B9H-|ftjxdcDF~VH<-NUB&o03C&ULmjxb;*3Vwmkyx+l8>3)9{; zVLMWXK~_(Hbm51IH3g%>Yh)sGRsFjhamS#&3{o`iZ*g| z9!i}WuQSlucsak{L!8l1+nrwFzW0=sL^fY0cuqb4g%_Ud)I8agggN@T@yn^Vy6p`p z{}11~oYgrS@>j?YMJ6=Mb6O6|#J1ImckJrrpBzk!rhA1;LJZK)>WO~gwIZ<#EWC@( zsDi7%CF|9Dzn;b{up5q1tFZTLJXc&4!5xPrasr;TD@WeB5 z(VmtLI6Hb!I+UI2uN@x$m3iPRL&R^=)c#_F<-hJUZWxWV$2;N4 zQ!koFxlG?`LR0GebdTzoQjv^Exzrgm>0L?(;DxIIw#~>vt99rsc5aP3e@fd#+5k@Bo-P4D~ORimTacECRvDvV-mWEvkbB zd7CJbH>a~a6&=cky8PG4@6)z^ed0K6i?3vM^ibBXCI_mq@q!4V{8bnQ}?L}u9L56zs3xA+WN+Z2^mJ0u}SZ~OZIf48sK-oLYUbJtMvPz zY296gNN4xga9j9vf}iSH-CN%4A>ys7tijNhTT1|1nJRfIIp%eMn4PMk*_w=9Tvq%QbAhhPO{z z(|cr3_gqoa1pX`O%41BaY8?2( z6sLu?*LiHEjr`W3jyfgvRH3c*T+*LXQD<+%a;e3VABrY3!&S-JQAQsJ)^^Yt2=4yAH6cAoa>g2(TRzLlvX`QWv} zX)LDfQdsf%Bc|4T+mGdN;>Z`-<0Vus#aRVHMx=T)F7Y zPL``1>_LYUlYqyHnOF2!VT^uZqtx+Dg}qiZwGYTnNqyj*QZsDbf!r(E`lZ5OD+>2y zzt4iTYxme>V6qp%-5d2w9;HYGG@U1PTX?J>kXOCKLNxW^trEhPL;6c0jaFN~e(9wd z$8A}@2v@HgB(HfeR}#E$9hUj-Lp}cx9z@c#sbJbq73HGVWt$b~S zE-CXo#gDBRGbPb7-NjI>-%U~;S+{&@k@C)F@Iq2FX}x=rxUL>u=8M%$kk|=l2ck1-Ye{_BK_)*ox<+;xVVfg zn4`1r#>SDnY2Mo`iLwQK$|{aqyiX!^p6V(J*9;j|lz~&-ydx8Q>#nz9 zaZI6qNNO2e|`E@#~pu-5g(fvQZI{;q|5iWW35vwUsG>`ECdyb{P}C-_H3Z^k^O zrwaZYq$oQM?v!j{ca(EJgf7G^`O2HeO9fslN^9OGXV;pH+D&`vFqCD2&JG)uUPN=k z+X{cJFkVtl;Rm@H<(+6>c%GVo`donq26qm;6YCdirk@wbsO8O%KzeC{_f+A#%zCM~ z=0syv8^=C3ANr??Ltv);HC`(0^{?3LUjd=k{JyxJPQ0eAniW4M-s==_6uN=R0zX|p z2MU>(tL26zU&yAvRrpJVxV)2^6ecW_+@qM;HS@%qLu%(2u8w|;IXdC|7t;;uydZg= zxle8LER0Z=g+C^Wkh62Ya@9tyh3KqsgPf7QYZHnwQ>R8ndaDm|D-U7+qd$kZdbJ$9 z$;K|_L1(FvcRH}?49+@BC5E!(NSH7Xz4IMLbrT;a;Nhmi-mZ~%wSA6KVUeo!ro!o9 zDVd-Uja3BX;%j@=k;7VQXq}QkS>WF09>{JSG^`z6hvN`GHhQBng55t!7CC$3MRDNg ziSWL{eUr_h74~)wdbZsczP2QPvBwM%`)De9TanXh?P0oJY~hf^e3~*+Un+{yeysT( z)O@(A2GTu>$Sj-ZR#U?Z@=mwSFIIA*y9#@~hOw0A zWX|TX+f8>Bv09#+jF9S3X0CagYLJ^}Bz;2=64tERosdMEg>p^dP zy3DiiOn5Ns>liAHU@%if5)8@e*92A29EnQq;ge@(PWxJ6QjscO=xLtv!~-6~E}13S zwisJXsT?1>yT@P$f5}_`_dp20T73gudE@TZylve$*US5ik61UPS?w!7F8+s`E$3`O zznm1hilI#X9N9%)9R4~A%aR3_$lUt!9_E%goJ&|a(w;`9Gq%8zZ948QdhMiTbs5z)LE>RJEte#>~_w&GGy?c9-r+Y{k(W1?!SJCKQk z|7cu=oU0$L3$BOkVD{keQb*(S1H|iV`-^kOR)h4GbLQ#%w82m)-K8>QufUf) zLG!zlohPB_#riW$u{7y+RmwZkn4Qyd3uD54%3~naD*} zGM07Xoqk)zla^l{S+v(mhoPCVz!n?W&Coew7PUb20DOAsVO_of1`6-;IE zro@0Xl(y~aXV!&#sD}oQO|sMLp{|X6rhO7LGGJVmQI0ofiya{8Ze5@}R)% zFm$GhV?{TN(GBpszi|dbb<)}PDXU_~*#wqs4sagM*_`ySd*^a8GDh7S#SD(qZ|B)@ zT*J=4P)vt$lP~smjh6~{0y?qFYxMkq?<&mSD*UyA2W?n-OQdqTIkyZG|8>+qTYZcF z_k0vybV#4v&d69-%W!=3Pe@ZEE%7FqWwvPI$L2I!i*@X_BF~5Ji%(vjl9Da=-5{IQ z2f48WRWQ4pyl(C*L@18_SN!AB!f~(7JuV(A{IxLmXcoF5(&>$hM2imGSG-+=H%FN?ySMqRiQ^K;kxK&#)tBX1(a~Ln{aZ!+ z?Sbxzz!R(1Nh|mKxx(Ko>WIkwm@{Jr42CzyX)iyv(H#7dQ*&VFKy|V|Ou0xn^Q2SM ztv>L_*Y@h#Pdy%=Zj^U{JtV19~5k2`X;ZP?8+yg@d<_lh?kBClwU>%=z=UP?t_!9C2@R{`Wo?4iHi zWaxUOs193{!s)zV#v+Ps1;`9$K@{m49j8;wajCG^3b}>}<-7QWE*`4>T;V+O6rTxb z7rZ!N#t5rsIE)7g!fF9}>ZIt542XWRU`NoSF(S^5lP?4xi}})y`^C=a>{c+P-P|YN zR-ia}EeYOb_Nx5#%JkD&<8f@gD%^SGX{;Iuo}+Km_N2nzu3>L~#oj&#pBoe}M6OaE z?zcDDEd)3VLIQCF#ao3xSAeHYjKHH*N6waRXuPc}L1^QgKZsRP;sy0A5BVolbJl(j za*x9LU6eiOxgIPIWr+u2ovnfMlKi;>>F5W)b7)UuXKI@U^#+wucH(|@pq)@L`kY3- zSJ;2JhFQ-k%KsZ};(Z)CX~q-qYlRvAgD)$4uBLc~o(JXx6i#`LPY*Co`sW zs;l|Te{o(5B^4o5;1n6G$W`zQW$M+E;V!o|B9ATlD6hBD8VK$D7 zTeRoY)K#Np>L7d-a@E!;AcQTKYIIGM?ke9)AGTE-QvTf8PJHwEp#M{qUUuU(T=QWo zorUv0ZzFSo%rY~y;!DN*O$|klNeP3^J2&;sXW{X0c&12M`J;&=G`i3 z(|I(sIxb;1Z%Aa=31i#7`x9fUu*G&(4_@$1Mwv60CHbdUgc-n|*G$fz0dUJm6TokiPh%Gt9_88QduCb+2Hl_@74ntJ$kD3uzE4OI&`(-PZ{orFF7GcUu9oHLsvtXKSU)cDboZWwq3GJ@EC(LP{3F*f_Mu7Ij|{jp#!K zu}si+WMuE~R^k7l!lc5;TugB(clJJ>)9UX|Z^}9E%Ntd!3U7+TVdZ3_S`9%1dFGjo z^6AoRlM5b}6JHW2%Ms(Wo=lsZt2lgMNp-7J0p+B&)bcrLhS|om9K>VWB*Ko&Zt1xR z;*aaDxaCvD%QdLi>e_1LJUdQW<~`NkeaVp!t^!S(L#{3k5b;7Y)^}ThGQP%wkAdIp zy9$b06HgUV3gfK;uN84_=>1rZRzERPG;wbz!6|xfg5nP3mXv-C=&tu5r+9cf&jCg} zw&w9)YEtYKGU==a_nvg+I`u+$A8%X}$_XodaGUnN7|am-qq|pj<#f-(VYibwHrJDU zFupGQIGuQVy6|o~gC8P}#s6b$yWoI~mJFGk0XwX_tx=8yIY97JNU2QTSrt2#L1&=FJM2u;!%tb$Z}@b?V8(*fkQWj~TSJrKK&NO51#Zkxb=ANok;8Y)h$zRu&mDN5M`UMdbvKx-qw`KEEbQde+qv*EXOa|z$dl0XG>4l_cmzszNFidKixxx+{?PRX_?JF zd8+1s)tT_M;-9YJ^>iyj0`mBuXZ0IjNq?+pjwwA23HMn?nD(pSEDDz?ab<&%dv+R0<)G#5FE@)N4<{8o(mRMx-V`f(M<$MrOx#TqDm25IPfcIP(AN(iZTbe6 zluRs%TdpUqhl;mrxNm*oF#pSIuk@D+^Op+q*NW`dJ7Xq01H4z*KU7dKu})S?eeLlJ zsdre11?kz*&vh*nU;Hzf<+$M|4?-qfjNnzD?a}pN@yHz1I+cb{3A7Kw zL=A>YG;s2y)`abP#?bwOi;47i#>eh+XZzKS6}s%)LWwy(r=pvrJSfM=_j#{{TPAmu zR=V6x6{Am$RRWig+_(Bozl9Kf>iB~8Rz_YUO+1@|yH@Qwsvdi`-0@mr$6E#aeCxU{ z@7(H8<~sAt5ye-}FPVsP`AYiozHq`r=oH7|^X<}onx3=a$*N!$&58&Zsll+$8Yz3h zxKkR%l-1|su3~cy5|l%V?xf2}aPQ_(i$T}4jL z7FVz8=sle$t>;#|Yi@#M=w^bDXpeFgeH7!D%cS zE1r0-uI7O!8I+|t3Nf^?)f-N(Jrnl&T7)+)P#ilY%1SmA%PgotFL7A>uDG( z*|o{(g>TR5g5?lcS|_dJpiY|S9y=!+6Rd_mDO~k)UDZ0DAX$_DKNThwPMKWZdR#P2 z+L=vhCMZ72m8$Q^g!2o(@T6W!X0NGB`l|1!EsUA5KFN7wu==1KuN6%{hrO2?VSUFY z>$wbrq1`yj1CbpMb`{}V+gvp?dy?LLa-MW@7YjwZvP{;V{|AApX9k!bv^%Z2D<=<< zx>MZI`1hS36x?cb{KGo_L0V#A%8mrB{gX$|Hc4bhP&aCmyAS+aEpPI(E1}Nqv0^?b zLp2igRHcX6e0cH4l$?UMOirannVuFsdHszKseS4{?9(Yq?pGF!#yhLsJX{u1$@_`yj8TnQVP4) zZF%~y+iS%?UPER{WnAmZKLG^W0ypF8>llF;!y>0IeV-C==pCG-kVpH$La4SXdQ8fg3scrws(oN;D;EyFXY2x`JMn8SYj=5#gvvP2q7#L4 zNK5D11;fPK1tys~(ZRy@ePLWeT+VJP@LIudlwzNmD1AL+W9#`>T)3LjXs&2Y&6gaj zlf1IRP#yC17ka zsN}HEPHC4K-D8@t%l5e_5mOP;dGy7XDkr^{3VW=u*K4SYRd+jaFV_{hFT==@i!xHJ zrG=Lh1=i#*t5~V7j#Gc!Be4)3}(`iIqS0Sdjqy?!A?xM|b1TB;R|Y_|3?FCDa@lX?olApD z;cKHNXO(YyHZ_>H>{?}rOwjxT?odpC!EsicG5ccr&lOX8o7J;IyFy#70H=^ z^0tOJq7FN@F&iPzXTQ;1U?hkX` zpI&4AAUw#)C-2gGpyhi^T^e~2uqTr+5D|>KmI1+v<#~R&udwM6;i{}xjYR&lbMXr< zo%q?4NJ2J~E=3O&^Ej+$u|!Go8mW12?)#0!=(5i_%4Y($PZB5>i8$};`6YQWM)&G0R1&E?xT&Dr1!cMN+kouX zZ`e>Q;XeDbo=$0KE~}>5aoOHWe_Bbbv_;jre%62WiRf`v){hd^3GSfzw{hMV4`y%A zhq-mUP(1$}k-CHQ$8Bg&xkY295%}sbls?YQk$lj|mNizQd`z=aVRwLk)5-4O$w*&6 zD#@A8`}A$qsiaTMbB-J?R@w7ADGywGscCM@_By_v|x^BPXk3Q=_`ZdEx``SV74ZJ6`ZiE?zx| znERE4t+SYMU&NeE&(!6J4&KNE8AbWb9u5cns`JOX>3O#KPbvkJ(ik1~$ zoC$RP7>FI#^D8}WcF#yP)o41iJ7hYWuGN`F;Ob;E7#$5-j;2EqEA```2(xyIP8E1L zQS4VK@|VK?{32Ea=T4ok4EIf1IPA4TdGy{yZ}1j_+YB}aP-doN{OGvet&TQL+RUEGsWDTUb<}Rpp@~?NPvfT1}Uz30PE#?|{^4lV!9Rbgn^e#i{924R%V~x_BS<<^+E5 z3bXZtJ<@|H9jfl|b;;56EoY*d3ptx&;h<@1IiCqV)y5rVsZ(Q40y=h)oQZ1z@$UKO z?DO3mxNG_FO7Bo)Qx%8Y!_+A{-=R;V!R|6s3@;V_T2XprO*BAZ(xjXg24X3vX?0lL z#J#1b-&H(3V+SE<38WGC3#2Om;xK_t&MG;#Y#7Ym&^ZP6kK~sWuPR$SN zyHrONnRUm=+_Ltre_WiJQ~e8}iLfsfUV%x{YrCm(`V^clR9G;AVuTj6gN*{z?ZX|9?+h}AQ6 zB1-Pe#euj+THOs*{IuA+%V}^*a#|*n@w$pt0p$Pk!bry)8-+e`kPwS2cnbhK(f=I5jy~18A+BJ;1*4`c4 z*m1gRnn5`ut2-fq@azy$%+OIUgPg?#8}~4d$=_p$kI~7~SvR9-1>#*G`Icou)40|~ zs>SDuQXVWT9o$sCa9g225j*O5e%m!eCiLz3tG`w}Un9bnb>>;(1ombSbYmtudQ(qs zlAK}Ep_cR1aT&Gua3xxL(0*!wk#etKK+ zd=1)x?kds~;fFgMdrg4XtyMRioZhdz;OiU;?oUm+;6WJt2L#l#j6-)AImRw`F1B&u zeAC--TBRRLyo)Gg0=w|}Q|;a7%vBT6yyVOI2^$yhFcl4T{x&1kCQHprZQR_Ei;)Q{ zM4)5RV0IW9+B2J6P3h+SwlZWA0D*AOtehw3fBc=h_|E%BZ`Cdjc*Z3)h6t^=tbkbi zb@ng3Iu0o6#EE^2_H8c7<)irR?jA0?*ur8|4>Nr|lzZ;fvFY#eEeI{=w_)Y9$>o8P ztZ22Al!z4{J5;f}_!j4YKPGr27iNZgXaaoC$%~+X4>PU3BZ}cMQ@W(~B>Te4>Aniy z(&TxS`cl_tTC%V3mkOr?j;=77yAo! zTYPs~D|D33*$8ZFTE~suELxbM;+WE0dD5k5Nthztns?^k$bb_xuJu^fk8oV-n)hrr z!0teuf#~4;sLknQE((y@eDl^fFAZ-;t>awzQ&Ai;-oBYOy;dAA74bDrN&8ioW^x2& z1q9?Ne5>&1iukwFjn7sFqN`t@Z8?fE8X*=Eu^2(mOwU*EnM;B=dwLI6_T;hfwho>o zUL7<0<08+5wBLI3gQe8ajVrN}i)JwZWS`5-=?V???ld5s(y3gho|hCKbu3daK{vcl zXu>U;oP8AkaBqEb(*%U*sjnX{ie-9E7nhNf(p)dFX@}Eoo>NH=tLN1D2&`+6&ZCB? zo_Tst11lJ|Yx34(rcjnXu~MgjYbT6D<=L2B#y)voJ^#7EEyD^`Q&rAt4GKL!m-N9< zQ7|vq1c#X(X3-JKNo%kspnfr5ynlkT>380x*ZH-)8BR^!$mi?>L5#KtNy!RsDx{Y% z_1%~~?(b#X%{?$Z{-FTblExUwM4dL8`nr1$Zm)sY3Pwn>3$Az0L36_HZ>bJ;-X>OM z6EM-9#|lcC*rp#l=SAOE)b@N^;V;*~YekCE?kdF8%g4?6mPSQ1okh85g5{Iy0dUPd zz*=+Lr&5R$=OS$SIXR2|v6H)uEh_rE!G zJ$0k>beW0gz^c-+#taNQHrhxYy<+hk_Ed7oA@A)*uMR`PN^Cpl1yAoVw&`V*h5C=`6;C}`fcmjtgxz6x&)CFJ+cw zI?<$0)BuVJqhat%_)N!kr~#)nL=iEiYJ?i?ety*%QxpacydR3+OPO*!aM6m`qRk--sR5DbJP$P z(&)aDzCpf2*XKDaI5$}E%9iu3mn#$t-&Sm{VXqaPtXW6ctPV}x;+l5j=8MAL z%jfE$LX8F_Ytf7A^jzVu6+HBUPG~Cg5m@nLsi34h&73Bl!CQsDRMc>7VTR&D&qcq_ zo#VsB1;jP8u&l&QWN{RrI)r-YMe49JWqHZ!3;}y+%(RMq`Ja zSSQ{zp=p!VA>U;-4b2nbq~r}56K)j{a`OH*6yGU9sH0!G^d|#gh6iAW^@TkoGXMs& zpq1WX&6Owi7Z2WrVxO7V=Z@AXF|3e1?$Bvu?e*ddXItmme9X`74kV~GKglCR>MQrl zg(Xkk$Bz~MS}{*sjsO+ana$hNB5)+oSRf?ua17vz0T|f zzfpwz{TJ|bj%!%(FydXbcTkcyoE&t64b^pPQ`cBw;jMGLIGZ&G+GqhYi6lX%o+h7o z@?U?c)!QZ4b&m(KY0jXY2yW^DFjQ@fy5!J=DRRO}&3Bu6@mW0_9sbauIe1$Lg+w(l;{~#&eds^$W~A<+PvW!RDJ@kompwN_qDz}-F%lLK`Gr$ML~%M zrH(UObXx2Ps^~f4mWlKZoq2}GOzU6|x^oq}L@BBr>HR%f4mxSwSJdZlap6@iORyN# zYcKo@!AxN9j?+kYkI~#c^1lpskD=}!<>Fl!?Adp9FJEhbc%a0`EnFMiDvEkx<`XJ9 zy6D7F^Xzlkqsk*9CPkfXJJ&Ieh**7Ue!m#}t)e&+kZIHWt&usJ4H4ioa`J-~Tq@Uf zw}mk?MoFDHiIw~vhRlJ8_t}`C;o7wKw#955rzgT=#cUEDDg@|lK1LVn)WSPNy%4EP z*gDu%MeVemTRhnVpIGCcD=s=ibHnlK#!>srKF!sm@4RmKpGG1mMcG5ej}7Hp=1xo` z;3R$9>0hR!-{!oZpVV1nwW$EJfA)E=bs%7@?%oT zknZ(MCktwW3RQ6OMA)lJ;vXVTjjR48jus!5SKd@$(@7T@&Y2esYf5rAqYOKBZW;6_ ze=1s>zwO|ATU~-W=f^*!y|U@EK_}q)I@DdT2cmA4qW362M_U}I&QO|F9`M4ZEQeGh zmf~`6E$2YJgDoIMUCoIPBPmryPj;P&BRQtu}&Gu47D(FM;v*vqx^$G(Nl&1@e}AmWy5 zJvMldqcW$TE3Usd7Op~UryuMpSh~ci!?fa_qDIg2vZJ|bl#fxgpDkN3@Z@0qp1ewp zdL<}_hR>#FvTB^q$lg1Y6@%?4z5~hUpC{nvHZP1!WkC-jZ+x(;V0uR?%GQ&oB+~Ca zGC@q)=L)=5upc>N7o1J{QgPT@h3TK!RDkKnXlmn9r4cH<^2S*Sx@5Pwduq)UgB|sN z)G28+=Qv-`uRb@umZ->SrWV#U3BK}x^Q{pD6?0j-Pt8fE=z1g<9$RT6?X|-HLxoAj zb>>!XPc&rtHf%Fejoce3GUuxf?ZUQ|gehyNwE!=Let9C!ayWyWv?vG9S7vBViJg>y z5Y}EfV0t>p^lxi|eV(0%Lf(`{bDiDvo)pWrQI#}SI98PQ=evP*20Z9zYYv#yNv9{I zzg8G_XR)69_EKSQ*O-rJ#>lP{35zf_&7i8c=tBe%^;1fYqL=r0>*=O+zOkX??iX_P zQh_>z)3g4q((M0LDPzAeNHpUSqE0uyj?QS z0_zkok#9hor>e-`V?JD8+i(P?^Ca$0uWogoOY4QsyGWfUX&+_J_Fw>j4o2}L7Y8jb z(54Aq4t6HMl&g=k5k`OMJW3vJtd9gujdIYSbMFL zHcn*2EjE6g1wYBgY$#kgaOd|vAw7&_wju8AqBnJOO+oD4xKCXH-YWdPLIQL284H%Y zGpZK%#Z6|>c_th^wTosa=jyk0IkSg1!?0B~5T~SMFyB>V+iFO>+q zi93U2$mDdkMu}_k7xpTOhB>nOTC<;gb)Ix}Tyl3KuEME3T@ngE6;iu+cA*shcE zTkZ|o1+VLRH8E%&W|V~mtE@$qFX&9mP2Kol{W%SG`o=YZY(^L}P=6R_T$}RN2v2t6 zJ7CS?JVn_CTTV&xMomJ&GJgT3htaQ2F1#>t-+!z~&vH$;#Q$;jZ8?@Bxsv~}idq6i z7zE}1H#RpzPST7{NjcrP7}Qj=6%pr1F4AZZPEr(h51;FaTl%DJT6a2JoUk@e1mEBL zTi(1orI>ARM52A$ycGRiuqr7``d+i#N8QPPb zQelU17Sv}>H366I8n0Y6=k7#5vC9H=%8llrX?9f}yjIx9HOj~0M%4e)&#N+0UnVV=wVK5Ij>Z=JeB=IPYxtsxXtY({G~Vt zzJD*)^OBw_Y8UfT@qP_u5b^E=mHvZat8oRh2#cY*aNHsDK>f8bGIyG{i}ze&l;4){ zEjLbHWSBQrCraB?26m_9ogjD7$xFM2^y6xSIE&)2?ynt)L30N4OzL${68ogzzhCMb zpP#h%xe2gg69B?KCoLc|ys>+-u@6~HxiYL>i z2ooo-Iw$+#X54l506%k>8N0)@)-igNUj0yn_2$Ebza{9KxMCQNL)BYeMKk#chR$KroqRJ9Vn=hH_M}JtJ>y!2Of{R#Pe$V>ue&f7+mm-#?!|n| z2QqbkslX8HuIApl3q4Q6X1qIaYa;CLn-CZ_MF*W_#o27BDm{lL^5?GRRpG{71Wy%E zqMPh*)g3veVo9hgrb@C06){Rq?{EDdL(c=w&FbLYL9tEjC=79qV|@eYCr=eYd+DeX zdAY{7dZDG=7(M%L#WYg4XwHA>D&Opkgs0@{!kcc5=9RtBGg5!AacW{?b6#jW&xZnPY_8V;4zN8}qajFWjEWUmcE56~-0glWlqp`}!&N zKm8t35hv0m`Z>Cpe;7JeOevF$jFB96vv3se0>!&%iuPi5c~Y-r7IS)w9f8z~ueGQ+ z|JZ;Qho>w-F?|adc@|{-)EwI~m&aWZl7SE7I^P~eL;>;o*tJ?5bT!4@glMiNzA93?Gni{`b*!7x8{67EXY4{l*W|ZYdfGe5Je$9EW-NQX zf*L0ey2CvWi1Q5a=naDTI%VT1H!s(Lk$FEyT`>05ckvDE}WD8bS{M$7W62UQbIdfjLxN1D*oO!ru#lY86 zL=qtV0m17}74~rr`}`^ViYjgOpXN4S_6>*aT8+HKrPEsMULm?@Q*W2*K0W*lu`l8&H_%YyXk?5Ru_eRH8Uey+gCAES3YA-(-A*1gnpheQ5)4|^b~NP1Y` ztFKo=cp$3kh`SW>mQ($UrAv`hj2U`Dj5kLe2vda}g$K>q&19mq@VI$h835HwZ95B@ z=FQ50yPvpdP9@Gr-esyMOthFiB0M;oagFDS7%4OpY65w3dJS!Wgs;op2a|=YC!A!jtzeu*p*;PHnLnG4#EZ+$DWnk8iz9dzp9EBNb zkn_V`Ju=;tH}2sZs3art006!+xo(WD(xEi>E#DqDNbb|_1i=p?SbIzRg+KaSU76GN zQwv@*)kb=`1cbRMn&XmaHOf7W6Y7dN?3-?$FxH=v;5}AwqT}ukROkBEeco6w(p$f~ zzi_rs#z%=R=`eb-!A{^uOFvGoB*xt8doM>G0O;tK@IF`XpzQQig37ekcUu0Qw)fkU z{nQEv*0iE)5_g{e_f#g{BtBO7|5jnG0+@N@SgwGhTjQY)sZ$PKzPJ9)rVhRho5sp( ziq?LenFvk`n8uYfQnqEmp$L4rdi4tXtdMKC8LO{bdRX`BZ0VGnuQm0SLCO2ubp8nF z;D-+h54?*uoA^PRd+*YZ`GzR^oC%s1MCeJqrW^r&XCH^+LG;(Ei`5y^n$wrBnh{Tr z|INXUGyU+OdiHzZhZnPa=NKi|3G9|7>NteQE;;+ygWKBvw;V}H*wMgXQ_lWU zkuw5%OUoo~{gi@r#M$p{wYUVBY7)Jee_N)`MUEJ9V-rWQm^%Sl*zS>O`;Kov{cD5j|>Y-8&?p|s3(y7Cem8%p@NjzaN0O}d8kQZwu+RhLPY9zRmlNrSOIx9x4p z?`&A*1YDX?mOT1OL(~0!?t$PN%JSke;=BKtsR_VPaoSgfsnx((Au?Ydeb5pfmA7ds z$?4tT{oPP|Q$%v$%$dmi7d-D@=(al=#|WU^>+J|?gU4<>OPd=`_-?q{^S9re^cs(? zrh=GoUMdDQgK#$EVfv%HS5nxy6J&sC3rK^w?oOcJ%cv?@?DUMVyEO5FHC8JM#X9Sz zIut9fEXknST~@UlkG+`D$-n=#x63N(+3#$*+uSAav0#U}BF<*AZPIrGj1cGbd!TRc zB@JnPw3m9!+`Cto7vGeAJb8sT-o;mie^)%*$>f@VuL}RH$dBsUl3CIj-FW}#-Azk! ztR5=-vx27Ap)=sLJz-@XR`Kr(RY2bql|5@qMPL_RVh`G9#n&|ee{y~EJB`38X~Mcb z3fnIFD2)|ONzbW}zioJV5M8&`oqEfG(65&Y`?^MffnM*IgVSzkLT-E*aq=yPp)Ef< zwX>TaEO})GEO~876Qb+qEIBO-EpZDRL6ki-DhEax0>%!>{1`q#!FE%@hz?M zE!z`CZk{l4(e!>=GN(6PB(CQCgw~%%$1x{;yFKv?;E<{Dx#Bs8M%dWudcQc0(epbx z8>$|EeK*Maw%$=z@jwlOEzUPvb!rBtWv4{^O<9>y6FxaQGH|#6txW zgU1S0lv!7l$yvC$YW#lxKc*t@ZO12RuJC;)4j0a*?D*D$`{3#&70r7PEyr6r>9ZqO zXK-20;Vs7a>9bEBA*|_WFIO0Job{#rQN3 zDeJeluWo*Hc^w$FQuH>A=0jFz(f9y`2(ZTlJ>pppI8}Ie5XJ!{EQ;uTRGyd^Z zfvLjwYs|iIbe?`zY}e2;In!Lx*d0!LkBgAl)G!o&yI5p$JSjG(ktAaix^d?EKYn@*q)+VQ-S|b6Wx4^ zir}BshZZ3CkywH8|cAOi=U$YmKX6*;%$12jt6d(ilE7~ndztfM`21=u8PXZcg#AvojARA z2flw|-uyms&0ZC#!$4D*7hlS!c|UI=7pDQ4#YzjZ#&>%LBlGM{<(r!;WZT; z%r1T6DJ|wOD!1tn#x74VY#Er{8SDlUe^j%` zGcu6-7ozpC_m6weHSaF(>0-rNQEOV!?hDs*t4Wncn*enJ_l181*RS2DoW;rK7JIoO zGIi|XGj)JjNK2vXLxwJMd)%H_*7w(u>E+Aj|#x-q3in{z|p)JF7{xC zQx1)99wOl^Q#{xy#~ZQta2g5Qed?hI!N&h6Iyt8w?>h_971RLpUt3pZs!GPDD*jO^ zcO5N`pOOBB-9fQ$CfUKAAReu)3Rj^xOAk#{R&*0H8eJRhUQ_%_?WPN@Ku5L z3b@-tM_-xK^L{@&>9`NnVdyA3tsmJ>oX3QYqSg%!KV6;(F1cQ;Zb_~};2+|&cr_nI znmpUCz$7JN+BI4vv!L%R^4;O&OMC6!9lo9y-+tmB zCT`E&pMrhj8yC)b2HN~#JbLTs<7ltC~rIjORAl;!+Jm(o z7vbn98AA^h3%jrZyTDS&lSBStvh2dYW@m|6BsW6#5xTCav6MZ&$b}f_AfZUrx z*ZoJ;bLv9VT@$>nK_+Kgk87>RJykCT=`Ayt$N4wY3|&tiY$bmkE$b*bSKGURR*B>Y z+LXczB=$$=Yhe9fe5NTf)4a8N6A-!8L%xSms#`GrF}+`yr*zQwQo9rE6{Z!&h-u>m zSJyZ0=X_0`g5``J%;#r?5Mj$hRj^Oo=Q^-)Y6!b%e3*m1k0qL;xtr!+OXvL6T~`(p z0mN&~dki!cz}_pOAnxoe!o?`sCgS&rV0r6?obKTe`mKo1fZ%AHRaHXTpZ|8#zw_KVtLbGhpy&506>ifm_SgJkI zUEi83;O3nU-5s@uA<(yJgo9Xum=m4dg{mQnb!wLx}D7E z1~!f&_xzdl)K0p&;{3kG`B8Cx{T`JI*m?Bi?BnGnz}@FsO3mD_5`;LVV=pM5(@TBB zlf7{Sl!tO~e;NaiGr~H#uB=Y_VbdHA{$87R)fHr0p z4~W32a`e68)c4+a4edaNir!O{1Ge;>=u8-QiGYV4-Lq5>bdjg2KNdHsC zlasqqf9!Jwa^2*kgA4-`k6z)V;^jFili*{P@y(YuCQl?jHdhD^ zI)~Mi!+HvXsBI%_{pO^OvyKJ^((9#)f2ar+@59UNqS*B|!u zWZ$#Z`Ix!1->0|W3FTUi#=6Nn8R5^rIo3-u+@dp2TJ!Xj_1afXTl3eu@O~r5s#)&B ztCpUu8Szasg49?=vZPFntLnj7@VZ=1DW`*}dk?z4P5lq;J@&WhDcHD7YlsxpJ^|B- z>!!YN2m1y}BAf3T8cuQ^G7iJn+A>fH+B<*{#X=1w>$z>K|4zKB@ONer{N_h(&uuE( zXf|!T#$SYFVwSUz?Q0OmUsmUGZLDfcgjX|gp< zI9OS&yrDVhW8_3OV(#$gA%+;HTx$n!-rp)%q5DwbAJ@QVMQKJJD(W6<&QIcWM7QQS z=FOu%qRS{iFMJ#r?IygvJOn&}o0yj`)z0647k3oF&lKPvpQqSRonCk#CevN~&>BOH-(w;{dk z5s@JwqOQ%PNAbynz6o8o3F_sVP=+}%L|h#~9jpR>ukcLUdpo7bU7zwBNcC)A6)BQ# z&gkGN>8&E4*sHM!GFPb_c}J`Np-A8-&o~(&U^L~`6*FS4M4A7*?1Ql zdy#6e;||Qr`MoYSZXk#izIL8I?t$_Xd#G?CFr&RqSC4z|HZL2p^ipAma^DvpMaDjp z#CkR-PWSGN&gcgEZmsby+?hM-d-4}^^6*uG&x&aiK*PyNn`YCkX#DHeuOE|#2xXP< zJIV`(2^Ltx*CWLM^gs*0o%6G0$9Gxkq8r!A<%z00C?|eqACvbFYWvnyN0Gci1TwwX z*}Eeim`l$O*^C@p_X+B8kyhEAH}2#nz8LP#n~^%TDPmdEq3$dSHsH3F3c0`4p;`^B zoK>gm>N`rWvEA#Lc)_~)xx)SX8lY4A@U}|=ILWBJJ){rHBoaRP7n)71aF=JF)3I&O zT%sq6-`TFI_K*n&!6-aB;*5HmZV8u0Sp)Pgc=DJr-@W!?e8~y;7@TX9^_%mp&)K#0 zd2=@Ub>(s}QMe&Zje6WtJ=qi zWoF9XzjjciA^Fc+1M`?`jG{S^E9J<8em##Q#Wx+k|xSZY`6#_J~Q?@ADgf3v+X za5wN(K@ROhD&+l}dOBdv73*bnTsyLPwy9vB8c`b>-_t2mM&kW+VAtwE@|*~&TdqcE z?|saTWPZ@&PV2ni$l)5 z)7f}?1Hp*_@b@3Crt&3bXkcuuqqoYgZE0DW*(QjhvIqjHfsr16O8;5A#0&kDg3(in z6f`u%$gA6uEWM-L^)yw*1urblw~`aMA6uTG5C(v&?lqnCXkzI;B*An;WW|pO?4W*A z6(Nx@CA&Ms)6e0Z^UTx$Ry+&%R1$y z0@=YnUc>Qzjd*z<3pbK?HZktrDnLeQ-rP>munVXr05ahqv1@1K3j59ilCd0jAqUh! zr|9CI7sKP|+k}{JN0#f2CV0!P6^D>@pMt(=+udIrKNV2du)f?_VM3i0-B1v2V=|%k zw>=#yzx~Pyc&b1lXqwy;Gk^Nh9&4SfuEdqsI4DB6*Ion6Z|&LLPQcDBBLfjXUPH2W z20_aTY+PLdNlEU+)_;@4=y6{$G2UisPex>PV(6b9za65P1dFjlWc2sIbopxyIVfw=LjNFaSG&J7YN@ z)uN5K1L8qa2Z)y^>aAkQIR{4_o;<4^=L|ciM0)s?Q0GWRyL;bRRBHui4^{Pd2n(c{ zdmi_sM;=ZlUBPCpS0#VV6~+B(b5v&eF8$nVg?&}%-7h(Ko}XA+a6dTL@}_9>qxZtL z)NiXkSK_cL$^!4tekfj=-ZVJQZX26{cLlN1Y>xG`k4iYOZAEEYP5=3G4s0lAQNTlv zX3376{rPJb%_%eO)FyUELls2JW2skX<$>xvWqhm8<1})w%wFI;Y;s;eB;*eFn6iI# zR}l6TAU`Ed>c#rh!H!%{72!j2xo(^44!U8F!$iBnNR5j#*wOG)c%|(vtj~9cGOG~G zZ8z`ba)x3_Fxo@-SWWXys{#5c&lO0@x9(0z>s2Am%~9AI&me{g-2*v!Ls|C>MLsVs zA??0rf|k#fq6z`BplxUl(KYV<`a^|#2=+XaKtpg9vmd2A)tXxKQw zcwv0BkYt6X@qVm;tfRcUzkoWnrwZum#F@odz6wB3xTJ+s_6|C~gt|6;C4FO=(3XdL zZS9mSb_ErOBv}+Fc1OCLdCw)b4YhXlKea%uHSm+W3-`pwVuypa!-;;(S#a2%TNL9i zQ~Vwnci$ECF#o6A<9CPUsCafY&x-T=8c#0Gt77yJA?k+i35Btnr&=$C2o#^IEkf6(u2T7L`nUYp%K8|&uE zVI$ri$8Zf7#*FgV7HEr}LACjR0E`7IMt|AvP5EBoqbndeQ50Dc+YAKo4tP`f!nhCG zH)pmbpLhSUbxLwCrQ7Og9e-?2BDt*mrHl|GCoE@8(WM945Jj%2Be=N~aTZ0*E2$c2CVnNGys}7jwnW%!-r@}7H z!lT!ULn_R_D*USg;!JvMsrH`V%dtB@d39TR+Ftzs!FO`oy^`ySvi1A!wdFPqlQ^K9 z@8^oVRm=aw2`@z6LD)3!yz$o4^3RBmbzkehqqu$^F6tKZeU5U?7`g!(*Sr&m8y}Jp z0ahJ>H+U<_NH)!X+L^qxUcoNKmK_&=EszuK9~(6^POmmec<|yF@Z|>VtcZw%elIrK~<#3uEXrlt6of}SJ@Je=enm?C+IZ?J*A4(8Jm&L zPmZmZ`#u95m1UjZ%a&isx@dr4{LSO8SU1lVP}XmAjZDXSczU%6bJ%lAqT8;sO9N%W zu)~RWcHBC$^&&O{lEJJl5`V;Vc>S?g^DlI{$MVEXA!BAcBX*v{mW zW9){CzyIw=g&L;#eDa^4zsJWl1b1i|so{>y!@T4-RALS~iof1zP8$it&Fy0X$Udtd zc@v_%vaZHcN;o1pikfR4BeH9HItDfRQuyzu)K#bI&uR?bDjY>(e5kOGYtVG!lJibz zPx{I~RK$&ZHC|3U?5q2H;3~lR{`j-zKvh7rU9>Q|J1*VB|7_S_S+)9rzBCEQ-C8CRN&B5sOdQ#qUh`yPV~!#*nP>-SLNbfO9u@y6MiA@Y(AaxMFTbf5e*)Ycpy6(}6z;dBUAmU5iwb-K2I zrr4)+IkbwJx-Ab6_aU<$)H#yS)3$RR`PUw%nFr2lFc!6{W(1yzeT^}5=2U{Z zZfKex8|CrEhSw!6%hVl+Stf-!@;(YV6&Pci!pm`btIsaY_rH4can1_JnL>RK^!I3p zK;3A`Fgw)gncU`yQ=^?DY|O*y-g2gXO6nj3-Hg<_RZ~NOHYEv@39=J^tH5`K$<)|V zs+|3kFXe4gAz&vOFMxj9!RAYsvN6i(JZ{VLg4g)dTe4W;O z1?2nX5GDe>{K=nRvj+0+WeZRf=yRD~dIE1Lxv>G?6uqRsw{ik6lPZd_l3O&yv^vJSFoLt{9Rq*Nmz2?OzJdUZY@1aS^;sN&CH@*iug zy~%NU>MpFj)V!hR&G)>pao>G> zYBhILR~EEOZnbmfG#M*cQwqbH?}jKrGtmH#ti9DKIn64Vv*Q9#Z0^X(gLT%w%YZr=%*ox8$RL@heigWTXGhuceJsT{ESa~MjXY4Uz^gg(ZgnpU( zk6(NT$Hc~VMrpgU-ZbyT+C1l?vk2Wun+n3;0o&HABI)l$SbMJsXzT47_EC|&_LH(c z4p#LLX?jAkg}XFSi51K12)zdP%F)wpZKr}`UvzCFt+g*GES#(KXt}RB^PQqONbwOqI6^WXhfL3!NPgGG}#6bc8Qg>d`wg-!2HLh*Pbe%S`GZCkdo}ysQ(~AP^PFR z<5XR|Y2JUUu&-;_=TE7r(}~0Shg_Nq_-!7UsJQ{_ncET!(`UlJuE9Apy;IsWyujfP zYSPb&_iN;QbfI1fW9rX}hguqw7jtZ5l(KtV`O)@zJZR0p;RV@J?T9b*bGP8 zCeUQjxK5#b8HkO(%Z4B)V8+D#A)R zBloWb$b6fdqF{7)6&B)o@gjejre*0ge@xf-z58;W>-+tjon)?T_j>Ry^5Bx#S`%od!=hHR5D`XF-2_P+9j=H`=i1>LChxQ0g zSP3AT)8auu0_D8-oPc$p{zUDyWuqrzL^-Y9U#hdApbnUzx2f|f++3@@zvom>SnsHc z=xQ4Y1cNAh82&xn+v#9~`U&DQv7C*qI~#lJa=M3VFm`i;?Oi)tX^bBg`!!4|q6@zL za?o?{`5N~^aevQ=1H@dxfZ|x84QtyHBecY%d(}5kn}J-kP4Jv=8-Yw*&VKop=h%&h z)l2JwT|TkfHrX}bqt7pQz6XRvFjbg;R*b(X@h4jz-&o=N32t3ZDN|wsKHFrG*w(hM zyjZDI?|pUmSU*-2Lp@mm#Zv1j%m?jg9^dL9h8b%Hw3n(~fekKr;XkH+{hbYt9zE`4CKdt;uilDo<<9a0 zvZcD6kwvln9^R8B4{-;g1hQc6Ml!t=llK4@ve$BTE`?v;-<4goShiM+LxUO7j28;);^^swFXesXPv^;fp zg3a-u{7`Zf2d56R^V9BFe^pDur)BMM!cQ0djckJ+2rU^-vIc-Qt9$1lz{{!iCY({-c6nQkc!OA>l0t4RUnzNeOnElE8UdUd87@z{SasEp~62aIEX|O$Phm8kTe4C z^KD{EhqcUfY3Go;gJ}DIf2%5CHj~ zvOvJ5QG}EpnKv|G1trX~_g3O&|kj>bzCh zdxd>o!--`A>uxwpVTZ&oX8j8jGTE^$I1xX3ydHy#_aoMa`^^Z+6fVXL$rti%de1MD zi}!jkJ}N4k!+Lj-&gicd$;RGKOHg+0M+H7BWSuXXfV1Y8UELCij<0T>3wL<)l{E3~ zS$>0KD#%h?h5p`!Lte;?(C z?OQULo+`vcbzrJM;IA!b#EqTfl$QhJZaOz3*3QIn7OBm;Gj^In7m&Onk;`3NLS8giA|cPiuQ$eGu&koPbBYZ z9*D_gVx=F7r&K?s^Vc04JM1Cp+biC)5Jmdt3Q2Dc{_AJ;j&1OPHzFOFyyu)Jz5!3p zu~>Oq`%c^$*(8MIIJTrbQwL1)y75%SAB>*o%;ec^dB+RueaZWM@(Qmu+1ox_rs&{* ztR>3T?y>w|n!9;Fnrl;`EN<#Jol+h!+Oz5S+>HHC zFV;2YvyW1y>^>85)nFjLSNz_whn&f^CMNauzz;H{h9>-z(R>tfYwu}Km|xZ5~xftrrN_-rVPqopgu_r$onco^1F>ZD)Uf zfh{}EGsUdJ2&`eB9=|EVg}3V~jZ#F;GvWSmw>D&@U715%*yrQ}pIHO!s?k`TnUv?Y zCFI7Y$T^v1+ZANG+~|&sg>K+}qFyV4z58~J`xp7MrMnnuih?oIb9l|(6}pn{Qm_Cf zzl-y;LOh4@;F++)hryF3$2*Slqy)-Gwv*sjHVOPM7y-kW6s(H?o6ONA5jO9HGz+6`T8{-cGY-Nfv-WtedJ2&o6(2+!@vP!>_}eNg>g7X^Qj4UAk=}V z{kk{J2xM14xPt&3|M6xTEqhWNF$&klV+zsl7xt^N5iQS9v1ZQLoN3C86>Bm0wg??bbrSv0%?)Ohov}UHwY%9FxKKchZ_TXmKWA7~F6gi$Gc7seFvIitc>PT8*^y>vDLMq96|HN{MWhGu{*Zq`y~-Y-Th*`^vK?}qP2PVmHnje7xI|#a_VIF7oYESNEhsc zuN$npdgZ^)&Dqu1>7k(d)rpVyI!G-z_u3$}AOd%2D9fCU-ZGbZveVz~IwYL|;u~m` zZhI7Dgmm|4ti6&z{FqWQhYA-*a&f>6tPi?;?weKD-P+llC(n3Z_|4z@^_6&$Pt?c& z$hX2hEdSRIe*eh>`D&~^dcVl{+PwDQ%BFN{X%%a3@NrtB*~8ga@X}0j>Mnf83)wZY zhIOlS7f6~Kou|HM>IAZRtg~v*fJk@$OI^LPL*-Mu?+RAJRHb(`eKu;xm#kTATEN@Y z%We2xuI$BS-;^nM%lZGRFs)d##f9!Eo7`eV7M3XMt3&Zh%TlM-cCP!L0Fv8TpYE}P zR1<{5z;-U2n{1otnLAR^{^*T;B^80x`8PZ)ce0m{V&4K*;2O=@yK_FV)F^>$b8LHX zDN56~v+0t&A>Rnis_*VV7th(0g4n#F{C-!OayMM~4!^!mG>Jp>$eJ;fcf_A9@5Fn` zuI_LkbCjGx>dQj=hNp_Pt+p*y7M0TdS@C&|M~60ep~)gVfd&p|EgF= z-ZkQdMu`{KHUniv@;{y`YVz=gI>o*+vyHdhH(xtoPd>~x@x>_xlL#_a*Jc*D)2Z#^ zxPo#jUU>HOFf+z`o)_f-9=mGczdy+b-$nIsn=>%^bKp{{g{YSj=}{&*`DvQ za`1MIx9&aiGkvJIZ`kP*%V$4c#q0@LaFDa(QsWnzC?CV8*VWBpWloEySL??8M)L4c zQM`*yUm4$=m$<3iw2pd({q1ByI)^pA74+Yq3qK9P$624x#H^@caOqr zh5u89g)+8#{!w@FUcp(MU0>;RkI6G9cu=liu4iQ|CNIW#LAz%TZ#0HYMSUHZl~e*Pe=Sf9>(E+}`_n496C5_k&HAS~?A= zF8X5Zg0m=&!I#A=UJS#=O1y3W?Qvl{eu~DJaZTpq&Vf-S#vxVhaysg>+_ig0P*KRw{+ea}x-3FetmlD){PeUqYTV+lU z>4PzQk5FZsxkT}$P5Q?7v z{j&9$JBuNb&{flmp>nKz-@e5k`Qv1E!#wFqQ!`#9YrbhXa#i-E?;b?X{L@Rhv`~EP z@B4Q19nJgHruW=(^;v2`cl4R?kXe2GuQygjWrD8b=4d>6eHtiGOE_29Se>0~{ksY; zm(`x)?!tHQ9s48?)io|%oeLMN<{v@1lYe@Ibrvc8Ha+3+M*daj`|f?5O<&7wt4;~! z)+mWvO|Nd@YkhQ7@}6HJhj+)u@4uF;InHMf_Y!Mh%EaK`UH)25h4knyE^lcSV009X zU+Cd7;zp}PMbPqT@Ri)-Cc5ZUg5EdCOGN-77x%d21{|!;WJ~*_bM1QbY1)lDTDEb^ zdd@eH(F^7feI>$4uRc@kzUSWgW6pbIZ2li;=Lg_;=UP*;6Kqq2(0%H{gY^Nspfu=? zep!0{c`BDS|I_9{bPD=)@zqWySu^xqK@*NT><7mDRt z0t=Ft9y4#+YC6|_;Giva9DXz)Mv=`zNY3|)^IxvNfrlpQIsdF!`j^coFIdpQcW~d|b4FhBxA^ZGQ5IfU30E?l7Z8($58r+yfIKj}!U3}w zBBBL^>?|U{vilhQHf@}Z-p)c__eYo_DQk}`+kRrT`CehK74~_J_+}5omdsLq^gAB( zr(Tvnyr`Gm39-~XIlbF%tsL84D~PK=Kjo^Mw@|nt1<@DMo0Mo}8|vh~acPy^apzbeJX@5}tqBiXg-J!+f0ysO`RH+d?ofV#)xv_;1blRiE!>fP zaTR3a4ed`4&8@E8$y3TMGa*SQjNZ|Ey5SUCpIDv6adwLFmM+)?>+?*97dKB7yW=6% zO;XEuRMJIw)xuw*kXb&P z$syTuXo91Nf!lM{c~NguRwW9n zHbFA|m~e@9O3||)$V)@6{G;ppbv$t52(%PYIaKjEiA-ss9UeO}%w%IWi^;_Dht$j-wx zV4v6U?`z<*V$^7^)r~(U#GE{PfOAy44ky#XS8Dm>m6betNg^rJKO=V!-4Z9`Jhii$ z!F^TyQEC&~`*yi1mJ3aJ=XC}m=sgE^Zqe<1aHzU+8pSQ%)1b>%)RQT@S`=3g#LVXK z?5KS3g{v&RhYItrYv@3%-~JhQ5NLi8%mB2Z$@8?KU!MKP`mUf;^gU^%Ch_WgI>~Ca z=1^8AA?c%@EBv#<+9H{p1@BcNIg&qBaJDIHMi4h}u)~g{^~u@8mJf+A?ha05^CWLz zdwZmAzV18L&ms7yY-%n&OtSS+7Bd}F0`ZduVL~_cd;(t=EdWQFXT# zbHjrdQXIv~#n+T>TNvAojvm%hyGljjw3~NT8<$5n=V~bXrzJWnlbU;}N{M*E=`g7U zQ&j?g{ygNFQ^fh;{1*|dH{5~p=YD-R03T;$a-YM#)sSgzbOb%w_e+sHFT|+KbZkre zy)hK86UJJKS)91(n8I8q>MnrUrD&m5E4^dF={({i9=pD(2ngbjV4qi=Db2G>nO)2v zsu55as;O(lXN7ILc}bOh*v`f(8E>wl_h6al`Ze^Y>w76wvLnv<%_Vg8P(irmLq+`E zvVE)N?9z(XU&1G@Xy2?e{*PK}{`g}y`mdu>PJH!-RmT55?;p+kn7gg3opj-P=d}mA z_@pZ{`8+L;)_q4GBn=Nj*EEMa zP{e7qyhiX7g~?|kzMI6P59vR&FRYJUH&&6rUg{S0wnb%wsWp@;bsYBO(0;6~j#+aE zQOD^WK~wLrAOIys-#G&DlC4Q=-DKx~t+n**r1zb8@`4|I6qgfdu_+%b0*1No55Z6p zRRE0<&AUVHu{{BV=NFo^pemccC*9riPiG;>Ip1TO0BinqJn*dOGrK5UFFQ^Lb$?V-80@(nbzDexHlNeNpEQr8h^|+@72?T z`5d;@?xf)#?DOvGv6=6it9d$ssgV$%ujLg)%RwpgzDZKbF#I-)acj4lV zpL}k$4R81uWzk%5+CN<5{Hi!VuK_x6#vHr{|6~scvH4wG7`zAq%el}qmW}59I;UMY zihQoWRGiY%QR<(SmN*jo`c6FVAde;SV?}u(@t&|eyYBC$2+Y^yrFODr zD}v=}g0WpGOVfT`IPd_ah}36#jE)#Hs^DQ%B-+Rc9rfk1YMSa+nL5rt#Rc0+*!thn$Q-#eH#1S}*IRc)1nC9M)_j+xk)Du!P z5-105bQc=Uebe6~JTjeUWSuM|of3!QxaCoW(j)8Uy-12b3BPSv@cR3dkGmzGb2mQm zwJq>5FcY?=s3Ni8a5+OyL<#=K`n90WEwR;@{ghTOfk^%9Ps3G9?{Yfo+Q{T7DQ104 zQ*<2QGT~fhZI+2!>Ro!I5%qea@?@VGGl?AUe~Y{3c)wJ9UE>xQtS9^F#7%WR<%=Z? zdfh0;-YHctHB=m2;olWt^62JY=%K{$L;6C340w~+93PQ+T24Lx!+DCunZS@dT0MXK zTu#b^oTqUI5i^5WCfRF4)e8tFHD!x+ji!t1Y_niC;;Y1+n{68Se+A!zp1c3E6$IK^ZOckjtM&qx#i(C zskd~>&FUTIe6QqC|Qj6SgU<9e!ndNHlxj-7Bep~8Mb-#Ct<+?dgVSDCSb;Mb| zlJ5a!5B78ypLAM`^Iu)dv!0X8C*1sUpbUUqh4}*>1lw|}BeAd4f_Fo)C6PF}YP?in zwOd<0VM`!WU;K+5W9yG~;ROTq-VZHccd;sz_PwHV6JD-Cda*4D%|TA_)}5Zowfen+ znD(j`l+NJZGi?cE!N$%M0I271Zr^GJtQcE(bc6U~JsrE>V>j|U>Iu)Uij$KB&L>Uc z`B@Qvf1iXE?@ln#mKJU~05$rH;iS%?B)}FBYCj;D#*Rh0YOU&-Ko4N&+?qXdb zQ%bHJlD#vB+h4mlXx!14;?S1<Pgm~1pv ztKs5Lx2Nn9(+$wWqL`=_#QjHkv5KuwJ|S|4;#o&`CC zJXGAom?=Rh=Sq>rieo*w&{WW7oA*PPg!&$Y$rN`Gr1|uH+vIU4--~3-PjQE33yPJ=FG8#qhgU{q78U>W*j6@0JOMJ~Hh|?c;rZAr8rTT#dDtoAjT84AgZtJR7Q~ zJ7h0*HJ3AdR*=63p$eiXd#@1M-sO`z?l}bjCZ5A@6_vA~Sf5Ge(xDuZi_@{w*{3_# zW|mEL7u`kEGSlyF_jYAlIr;kD(@8f@pP0`b8|Uz1?35-y$D@`fUejxHSBKo|@P@)! z8MZY=h`1z5F3(qme^%J$kgEIrT$1n}`Ko`Nnvts`ipGw@c&&(EamzMdw~V)nOF#8> z;*yd})Yp~j=0eMB_j+VvjLDLBY;|@QI~Kh5LN`Y-=!l&;yt?t*=JvJ1%z9=@?iM^| z538iI=^Bu>N4d0+M0(egF610PoM87iI9CCq((Oob7~h%8xR3c|R1Xp{#+;<(;^JqIr)!VY-TP2xj-n66L{T#pgAW$+Ypd z(qWl-IgPEqH1BR(>dwIlAjO^9y^!qY+17M^>pdR2jSyZ66-_0M;_E`ehE8eKORz;@mgW{ zs_@T>L?*5+Ngy&G^#&r$0DZD(o*7~K=g9#0GoquBeZBi9=T9yD++u4yCc?ry+vSq{ z+d?JfH(mEQ>-Z$Cg41s5{X@P^msiS+^SNz3n-p6PZ$qxI?ZmI1s?zdr6)%L_Ywk)6 z>nA5D?@6r15J`8SjSu4>1`#y7CDS^+hz$K5Wi^Sr7f+e_IKOwlik1 z9H(g%5#QpLn6ntnKJZ~csek_D(2kAgcu=Av?G3jiYiF6%wqtj~mlrz|_Ry;a!9HQbpEHF}5`C&Nu| zQ|i5e&f!py}_~mvEuH=ePqmFbvf$@YTE>>9L+kEhbh`=YkufHN|-8OH&@oH zr*o~!!2e?aGR|bwFxK-M;G4TT#76-1z3grU;P<|lf3ok6)Au1T?;CEn=yFTy9?X@A zk%%+@EtiRduDw?*`ReO6?7bq0?Dw_C{eI;X4W8woOs)Z|bHyF5QWD?YAa zk_y?p!U0A%?*Hdx7YP`%u@6%%PwHV)k9%x@ z>EFR@N`x*cv7p8+hRJqin~`tU^3ns5{7Ii%SbOhtW<3E9%ubiN63qWt{+4aNEv|w; zq;;;_6v_}0?iWnnbAvzK8HkZ^Y6O?U(810XqP;#u7tJW#YlVMT7_Ze^Mu?Xy&r1cR zGsynMgezI8Zj$~(`t0`#Sdp?YvZ0JDg*WFG=dI`^d(+6GKso0(PwI=(k0HRfvTdy# zhGu_l@(&8U1bdbq^XR*u((1LrdC?CQAX~xiEoXU+VwO)HGmZBs84z6)u;Hg?c*#?| zy7Lt6qQT2q(?*AO31k!>0rzlu$K*N-LM1;c@Glki|9=g$&VfI}Y2X^UlEe;b+elAr z3&|I3X|9d6_grxjibReF>78EYFa6yRxuRf}31fZbbmU(Z%0T2@Qm7ZqzbY_Qm|O$( zN*gfgdV4hY+k>-?+-Mb`DjRz5yLSiOtDK%=7Vb|2z2_uO?P{I~!3_+bZ$=ae=|xPQ zj}@!r?Hcx7F>v57eOH1$W#Ypy%2H3ru_aC1JzX7SM^D^xao@L1pKY!RJ53G@td~-U zZP(t{NrwcXrKd|rVc&Tu!4%{t`>i4#I^}G7sY)D!hr8wP!5r4Ro9H{7)qng_%)BwF z6Fpxx+5>y=9)W*aKyJgeZ{*v-d-6Toxbz;_Qo1S80Ns=N%4Q*S7Cq7NPqjxfSGsL% zYP~C&T0a8uA)V49QKIJ8t!R1d8v? znbe#Xx*f#yGn zg32UL2luU^nYK-fUdVVdd+i;>UsqD=Mdz4kB#I*9gUgxZ&s{dCuxPUIu2{w|GT{~K z<~F6dk^!b~=V?Pn|3dN2sl@S;IF9`Gl_q|%(|~vGx$2{E(>}awMQh@t90}*M@OVgN z!r+5O$vqyvaN0@ln~|4_h@pAAhJF8(uZq0)UHFCcu5`{^LieSGu=N$`O*IE&^v?bc zypJmJ%BH{sv(s70bzQ|T92GLkWHJ^nOcf_vc0FF>tAb9twkdKqnO>hO@L3_8cuvb& zD9ia-VdrOs3M|Kp!M&1_1LNdRFB9+CJ}>%P_v(V(?ZM9xrrwm#$<|BL?0T*jBXi_B z9ksRl!GoU?>@voEVJGwZ1n2;>k2JA(8pW-J!j9(YG7I!1=Cp7xZkfvJ4HEccjC(@}*RVgO)gM z#`$xdwYTV(aTYq^vge-J27ap(tFzuO;(YCzvuY{j-Va6@NKv z`MBz>&dKLqcXx9FclLC9uJAe;-5Fy`Brmh$8ha3&7Gs3h3Cc)87p4TgWuBXt{(h)%k_wEcjjl=JsfJQI7R@@&>TE72MxGil00& z%fX&1f8Bvxaehn2|CEKb{_h7YEO@H0_iI$grd-<83H=DDuhT2kMIy3#Sock7 z57w#2U3YnN&n8?u5hJuuJ>Ct1z_*m$C-cd7QZCAFfXz5KeE1q?0sCzw- zL5z78M$_7JMX~{2D&DUF@_oWMMLP+K@GxgrQd;wIjtU2D1{+t>#3fPApb9B_aMByo zI$tYNoIF?PPHRu4Hq8dJEeoqAzPAehszBkO{q5nY!+F@Qq*~C^b%l6JS9MRqgjBa^ zZ*B!9JFP7}EHxqJhU4mc-Ye|0LayP=c7gbz)coSs-wlT`f|fQ`-uw0PaHo5hPN^Ur z|6~KZv^$;2Q4_m~MrX7Q8#$qU+M?l~~sr$a??t<|Z- zi2DVRa*3ykcV3QGJ|`rpp#*g{N?xw~2Jofk8nsA)*UK_d*y(Pi?b49X` zpDP5$kKM`rjLI{&WrL+F=Is8$WUik@BW&(b7F1(Z%G1w zTiu7vJ8BW6Z_~)&)^UZE^}%8!ShDpWxHpNeW)+S3=hl*(RoV9I@BI@Xs4ACg^(uJ< z+os5NA0u=|rg`}GSa$=yOti$PTn+CYM6x>}=lmmi!JPph45BmkK#p`bfXNAg+KLu-@uyz{js4?Y-GcBg^-ZT$qL&{xMfz1a4RU}u8j@$^ zAhST-Ye<*#{M6AAMPgm0!fw}#d7$SSiXmK<%o?C=)23GsMSIndf8omO46eeq@h(fK+Up8x%Ac*`;1`(w0O5o;(%FyD9|pN9^g)cYNxzN$x;I zllEkH9IYGAEqPaii3vUUadsg@g9E^-|Qy3uXBY)7fSq=bh(!1?_;JuHmy*V`&AK4#z(# z+&(IPf6Qw|naz89Dnq$MfdxF@x?4+PHS22QNbexEv7}>L5L4C9@u`9~*nip%hnYM2 zG{o`X*<0@ZLCHQTF3V$ueO`mp)0;A7y6#Z!e{I_(sb7*hfw#_4`TV(Ua-+0gQ-vLQATAc8<4KcPpFpw0Ksubs zt$=n#KTe=hJCkFl#R$rf5d!reb73(G7W`J>Hs6K$N){|fvg2Ub5VV$Co%~aeG_|JD zg!HF5@Jk|FxW7C&`>+Qy1Ez=Q_*NRUi!n!YY4*sV%3R`}l9^}n&319!(8yceJ3C#T zeK%V0ZfVeX+DII$uXUN`w_RhYj^N0QvZfaF%`v5^z+Gp;-*e5CeSEH-4#h-}YlIHR zeb>%jb@;dQ^y-_{le)f39hbZ#dAc_}*j-(<8ZC>0^!tOWc`CV_mPrphgBO*}XByz&a#zA1SO~ngXI)ol8Uhcw)u{&0rUlls;JA28azxSUi@KphynQjgz$2M#` z&x5&vUR1F*?|UW0SW&GzJ_dv);OKWDArm@_Vc3j-)=k3h@cQP8kIO7qWXI;jwgvOo zW5XNf<@>wx1`XH=9Hw~%X1SdO1=T3d?}R9(HaI`^;=;kKe2fm;*_2M}?Ebw3KUwaN zflC{@f@3YghlFi5V8`ZUyv#wks{hW8D@E;?u@S1@8dHRc7IlERrREV2}HK*r0Wk!KK*?KLuoKnoZF;pY- zU_TwM{MR)DU9EzU-Z7u>DnHnCM{WrZ&Yd)AtPaUWr!>ZmGjY^|`cu|n-u0D~u>E+S zt{w(S*WY%`KuW^13oaf(Ip_5 z8PACqUZ3fEMYv~Qj_xs2KJZMZ^S1-q14*JC!{;|J3DiieT z3aZ$J{X$)rw}+H-~T<_MY+Va>O=?ben{bC5_6W>ttsCZrF_Yh0}h zMk#KYSzbC%LOeG8zUF(FNum-~zfPVi)_o-*+osE&l}ldoxDB^lJ8=vu@N%Jf=yK?L zVGNd4ScnC4rS4qnqnHL4Kc}`ZzANj!q<*`qL=d#U*#T`UIpZZhI@KhNR za`WJC2%0*RhH1mkJ)~lu=g6B9TLwh3&@zkS5bh}L@KdidoUxqJ zYDm=cHQ{s`<2~h8Bkw}VZ?KwP*T??Hc9)TG1EzT&n_Ci;(Jd^Kb)=M1XE8&4U{YuL zkNR7tnS6Eh7pGJyo1v`NM2BOUVg{jyb=3eQ`TVJ(lFuJ2?CTnGn)02T?#Pi`d|^ub zj6MkU8Xh!ftij`i+|(1&J4#qcNt3A4^4jvmy}B(7sgU9B4Nj)@?o0bSN&nO!?mi>RNW?|S2*C! ztCO)B>4U7LW~4(I&1;9|zucdP%yVOfeOAEu98(7fXRh_poqU-Yx>p>n!s)dQX6+F# zr&k=U!u+ekKPuFZ&4*Jen-TRvEB6JrrCv30e(bZr{ z*GHOwuZp|jImcc*G-n?bH=Fmlf{4=6^%W}%LLllX5jPf$n%FMQ1PyJZ=ZDVsm@A7B zn?GF&e?#H_QsK#ldb`Gx^JIDe1g5%q|K#`L?-l-8VdTfQrI|#Zd{VQ$y`xUbJMo@T zMq5BcDz!e9^@UD|3lAUt) zR_$#0I^kHD$T{qze&4syX}&#`K;6af(^$Hse)8vqev%`)slYuq?;fPy zr;3z!i`w{dzLVF{k1hWt)nKU5?#`D&Y`ih>3^FTC#8KSCI9E6cw7b@;Kl{4zM!Kvb zc6{D7G?^G&?+QV`Q2y(wOgTpWDYr_h86npu-x=2hV!#xAF zT%Nj<@rWsb-R2ML*$cs3Jc-nsF3D+=SW7I%rB<>N%~67m!UvA?oYg9GH+e*Oq}jAB&((35)8_lM zRoMShL10hI!J8}2uWQiT!=b`~S+=3$|fm%l~SJ`PPS zUp)`pBxzz(`bEZa9TlTjrzKxX6EBDcO^g|KD!Iz$eb!gz@6AayzjM@{Ic>=9V!J;U zqDUDK><@EP3&T#n>L61UUjDKV71am%lxVPNcxzL1p3E*?j0nv6xAZ{n_o>6$J4)Z# zQ9-$YuT&SxHU!>JbDnV7k?$>UL93f;J75hHpXuH8Dx?`!#>k< z2g_7$J3l~b!Af$zY{*@4%EA(UVWcq24&5Z5P^QMWit}Ht5h}fgN&@6K?F~UIVg@)v zrt2HL@Z@{>cI};XP4mC++s20>d>s#au?2rTaIT68d9yp5&lL4U@Y)g|wt4=o35K41 z;^Q6-LkYd9^H~U^w$dW&k9z>@3<5`Iwj$dOl}3q|8P3# zCg#qVxTR{2;MAb)k|OWK`5o1r;?Z-gd_+fOIGHOxuaOprGJ6~aOtNF_$$7xiOMO-7 zJ4#ZS+^jjZcFx3|gchFH%05mBnr7)ayI2|PP1oRnHqASdbA?H_=C>vQxzoxeW=BVT z?UAwV_yiwwk^<^`AIa!`t*E4LjB3)@-?n>l$v1V}K6{+U=Kt~g-8wO4C;X$> zL5;6nU5;DHe6RKvbC;av$BKWshSyHq)ss4UT(8h2>^qCLT68^e%Wu3T8Rgq1S+3KKS$=C0nGQ(va`!f<1AVhYCpz#l}?GT@%DB+{uwE=w#QHXHonyMFi4--7^zI zr&rSNuMU>hP3#GYdLu7hFdo%lKqNYDZ}o6{otV^E|9hKe z#I71k*@h>M^O*Pj7SHFrwVz^(bM46Ir=|T#7rn0#Zdau5zZZobBBV@iam!$vW{wsrYY$t z>z~5;ul80~oS&=~m2Vl@*E7@p_s&oB{O({eJ^SS)AHu!nV27G4nzwD{-*O+Mvj=21 zk21>hVY5m`@T$XsywzVTrfZl~Xe@Ex@_21{Teo%5h8IpR_09@+Q2JnZ6EDV{JMZS7 z@{%Z#Pv-2#bnE(uzkHDd+}72>=nip z#gTuifCSY%{1p2ieh;ZI^7_@zAl}F=-gI;XEe^?JMWOzW*Z8O?t!RDwhw*!Votww@ z%yH^)$+mdMcUsLJQpQwMZUde!g`{P z?QijgN&CohU3(z6*zhx$3N$0XRFv6?vcu9XTEXH&=BQ-4B}3IW|Kvgg zn@`Q5(<{5)U!sxl?)xQfz__mrdvr)GkGs}wF*9_b8)8u9-7~|3@sD8_t&A#c?4P2B zlB<_@7BnSX*1Uh5eI{%yMzr5_vG!0N*7T0@WR^o_pyp$Qz=Qm?!thlwIxQXrJBZ5} zx~JRXDY@K-n%?0}#6T%`0$mxUL zlD{+qv!&f2BigaE(>X;>XUJ9fTh^ z%Ic&+o%GrhdfQkfM?eSeN@=j@1d3%g0bEEA64gfH}RIncuSA|YxFTr>m(J{kz`5n z=>GfTuIKFQw+hLzYNG z#^ymp?ornEKu3vG$wkvQXY}|zURYTty^%jE3L&|=ml|AMnxTEN<(d3mfzJw;Q0hw) z9h2?yv`tW6&b4owQXeJgm!Q^Q4oQ2W4l|Hu1iPmB5Uyk@m#i^mQJqp+r{mc2l1%ou zW?kPP^Ztb`Td@2bonQjq6ZU<>a|MJ&F;~1_BYz{-njiJJ3)i})*P}QS_R|)to%sjE ze!rvmv`Iwmk$u_%E^O<)0=24rx`uyLL|X1k1^(st@UP$F>!++%eq~||ZjFtZ!6;l! ze8hs@)sz0}Ly~6@?adx4?5pCm?`u@P!!aj3fFdk=mY(=spgB&b4=X+^qRF`$4ny}k zE&2FPUW*8CC~eO-g`{Ku{qlE&1ayt3ih3hIUjraBoX*DX=vQM9!Fzg`>#SbNdeltV z*n{bak#7*n111&Li-X;1_Ti*=_MQ04HQp=WB5K`Gh43OsaU}cEGtUum@^9NWeyd+? zdL?e4Q-eQpj4mR{SpSHkb{__w9a*fwyHLIwG{^+MTay(~Q)s zL%oph$)X4mau+&f9x&&db+6&K1qFA;3j7ZhCKVnjoHAEtN~X^p3Vo#IQ*$hohyB;H zmvU~M_pIkff0$ob*Chw9_3KV|kkcMWx3h^_d*Ldsnnag`T;(Y-!+rf#m*z)-xjj>g zNJ)lBea%jb>fI53pPDbGxV8`dN03W>b~rqYlNB2L#Z0EtcI2CVu9Ct0dyM8@!l#aH zF+;@<_TY_oIF&qCwzCHoocR(fL7-70@9W{|Uf~-LbxBrQOIC-5-)} z8^{$nDsQYXd|$)9f67ONfC?SSJ53TDeZ!=gX@6{|1G$`m{#RGid;HF~3>o;&?2;$@ zq&t~7ig)hpnAPg0-V6=J&n`8;{Y&537m8ha!zpp3;31#TZS&~ve&czNRhDFJM@G)PwXO|{oR4e^Eb7H6q+VFPB~Q+8ZnK z)0^&f_f&Cuc0+A1mi|&0Sx9R(Jtsz0?;VO{ay7Sk#M9v2lZiKH&2idxwyk;rPZc@+ zUAi^*xZ5>7J$;MAU+4FU(iwS6XE-18PPoGUp~9<&@$N;?61Ozxoq5518(CJ_>6i0S zf%giiMTqi(*FMUH3)+>SbxO4))+=%xUFQ8QS2R7TBT;&HD`1CqYi>ARcVYgy|6dix z6(D04JuN-^AS{mJHUp(2`Msu&KSojzq3;(6{tjdH%VCx(aRIX%IJXfsWx!+?~`M}F(YNn1lh`C|X;Z$a< zaCL=y;Y!CBYVbjxO#0G-is5IVS~!ISA1NtuSG}N{<_PeBqyLnj?{Hm&nG}9bb{Hf82$@-p(<4BOi*Ns*6=|6vfp%J!T;B zPzUy@(PdgYX3q>k42c17N7k}~t}1lBo);#`9}^nL6#2PAq<-9ud+nnh`P#uD$#r!@ zY1c!gNdhKYz&LR;S<;3bU%o4++=S?sT4u`5%ChE}VZvcuQ#5<*;xb_mwxpWg<*e8G zPl2P17al2*a7mg_9bYka@m1kp6&$G4T&%n%t;$Nfnr78F6+sw?7yE0s5Bb%D`Jv+c zyatNWho@YxC4EyLMcy=Pe3ZC(I{SXTRp6^aQ_HXM95a%S#cBCR_hLS7BSUWf{_LOa zGkvJA?~1qcBUAr;VFtRfVs?7nn9RuZbntiLDr_ktwFlbgTjmz$x9?5K1#{UGc9#(+ zybxa%nTp_JDuR%rHfQ;|%(rnC!c#%jy?!-W z;iV#5nCA-nxQ0)>V9UJ+xIe|dSC5@ICDa{*=P+byoGPN%oBI>KBj!+DHZZc&kW|TyJYFPIzQzd(~^sAxp~(7=O!xOVu&D|eSFN})dkJu zV0V61ps}CCAI2p~@v#D*6-K~z&usI0vU`O|1qHte4wG9A7Wp=JQ;*GRTFgi)LMiJh z&jQ`s*7A)^DFEd8m*={80vYY>8qE{rBDyLnYDB>hycGxyY z3H$h@x4N^JJoyJf<~fgmHSE8s6E@yFyV$$b`nP{k@_BQe_1>?862}J}AKmLc`>FJE z~zHIg{ygWrm8hfLmP%doU2Ni*3CP-5ct0nFt%)T zM)4a{_KNL&OSXQf@G_PZ4>N=ZvsX{2-+ti9rLg)HH=YwG4@R!{!#x%e#ocM3wq9}v zx#GC#D!LviRh3ZoBq+T@@SsQwj|2MX8HYjHT@!Ha4#!j`+nig%@$UAiNne(Z7W=I` z6V5l9Z}GhcA~mV*)g^b9-r7F6Bj>~?xht7nYfXQ9^^G?~VTYas@2R4|J|l;7KA?$P z(!mxBnha9uiONN}B*biQvEQlSlvig@bN#DGJ^7V9X2)rc_gL|L4LSKqxfC~9YVS9{ zPjYVIA99RcaL`P=rH9oXC=+7(X}R8F(C|r@yaK{urYR|&hVtvPja9)YeycdR!apm@ znWHJW%KziQ7l$~d8%`u@p7*#gu z++D836Rw@Co3dW$sj|`Yr;Wsx_8ZE!A^#=6D{pU)WAnzA=~YthjI>_4@!nW_fuMPc zICUF|bTt=eQk}$smQeRlVc*yIs*sKzS7T<>#yhrN&1DrHd>9}f&cTZj8Sdj<6R>$i z$lQQf>r+~%vMDXJXw?TzKPCH9AKe@3T%RV3L-q~D$oqeseQnO<%!=&)T178`M96aO ze`E7@Ie`ekcF(yQUCs32xax7)nPd{pN!NCgR7{s^&`Ttt;rJZ*%(i#te}disL%3C zIzwe;vBuj?P%_nRm5D@vyO?08g_Wh~C2ztjKc!Vbiu+B4_e5u1>6FyQEvw{or=xIs zX2#5dtpIr_JblZ=am#oHV22fbr6q#K?u3$E&RfOHHRP?r(qBqzMhJ7A&T{f}kKNFD zvX?ybgNTDxQEN=h5%RnE=9-GLXxL2``dzT6+u%&G>R;v`JBdgB&k^ZAL@jo`&qvRIN-Dmp3DG>gZTzQD^ zV5?y{kQbe)_IDNXQc>K+N=Ca%;ht|;<&o`xZJ|6iA$RY6IkiK;7khR7fzX> zeLthpI(O7{Yu4FNDmi=A=@bnPsgo9PL2Oq|QMK|t%)ob4%iO~&9E(3i+B~}?=FF^{ z)M}LcIn;Wk!FfxlLw;f4r?dl+Pwz_wTm#p2^w+k>iuC8_U*C$y?v?jC?_%^lV7_lW z)u&$wgyA;XlCq6*#CTLqjX5i>B$GhyUcN>3iu4`eo%nFT6z2Mpyz-nbB= z4v3NBIs5-zAyfhT%iP0cT1D}@FaiHld#upcioN(a&TrK@&OI`9nptcVKl=|I@KckV zX)SbYgK1Oqxl;7jZ{8iZ6-Id2T+yyUPoZU3{ra5N`*DElTW-I!S{grvR3Wbw?Hc`i z{M}!U>zkBWL4MQYNCyZ-zEqhv=&i@@qC8;DdTYCfCGT_18t-717q>=_n8oDt=xf+9 zMR|JP@sB-eR#M@iy4Kn(DSTKVxBAy>gXzwiG*%A?tMA#_7*Yb6=3Q3+YQ9CgBA6GA z_}Bsh3~@IK_v`9Y=89D+aF{??UpTgnvy;ovP1WYzW5IYOb62ii?BJ|LDf<065f-=# z!>1^D%SlBgH@D}4IUXwxG%Y{xQ|`(;mm1CEbG%jvnOKb#$3I*Hyea33T%$-%{c@B=r_jUf<_Nm!h!hw9q%WHUT}| zR4TuaaP1${cWZbR&g$AQ6z|5hW1st7P|PO1jte+hRRPRk6*rvIT)u!OVC~a46HK_& z#t*9g$-m)-aL(#ZVAn+U=ge4xPhL7rtn{sd4TB4oqv5s|K>;-Lq<7z6{*vgZfsNO_ z@&teWqC2rVE4cR_^ah-E!kY?vub{cdqpLfC1N< zCPj)a0UC%0p64Rh3tGBW9Jw&3nfuc-p(n_C{yl6*&5Boc)u7(ez_TkuLr-2U-K|m6 zbY$7+KX&OnPj-M1!PA<&RSfBJKg<9fK_4q}f@jHrUjW}ABU9>pF1sy@$q1!FDso33 zE9j*8rL$=$Fco1Z>T$zS*anm~nrBQ_AY2MGt9p-q<&LbwxdDRO70%_`9y#j;8nF^X<%YubwBRs2U`~ zYBWcGm}6pv1Mm7mMIZ06>>4$*~KcpA5E)GaN3l)#DXnK#n=D3 z(3k=)TX3nEiKhWsWtIy(r&~d2^Ry}VV`RE{R;w6CfDAloH-)+|#G~@p-5)02C?l_m zjc%m$Uae_HK()9!XHzdVX>q`m@-}Eiu1-=79MI!#?TQuV4rG<(7z)T?+7 zUqAoJJlK5iYDUP!W*}nDO~%md3YeMzay;nyb2V2K)TAn{qqnvL;oMYY!03~SfU#Yb znURk51Hx*wBbz_Tl!v47zFg~ROM(yHg#nMg_>EWWGkqmm*&Fj+;d>t-d5Oa1+EUp9`2gH=Z#&Osa=*#ruzzgt)Rz2ab9^POd}eI zEE7*-)R@0CR}Dd)5;4r${ji%($$fq%L`iip6irg?ImohpvkiYHBT z{glEo$+RqUcv|T+Py4wX7<f(L2ocDuMhY^P{IPZf!P&u8rYh-dfp$`H@NTMaT6&F3?B+dlju(UT2=i9rH3x5+6dHZuj82V> zx0Tu^^f5xeaYZ+aKoyG5=0>eeEZNwz*ROZ8w-uuA*N~Tr4V0eMh1YKz%q*%8eC$AI z!EDq^Mb4_`*-Q({Lh4#Ni!F4)Q-wJR|F)J)rv0pI!7bsP1G56Fsi7K5;d9UvI`)}a zt-@T%Vf|2L9L9c3NM{c3OpG!&&1Y=*Yp?&R%B%th4|h%tRq1XP3cNn!zeR)`Li&!( ze9P1{pCiH=31oK_nS^#*Aure1OzkzWkc$8MDibT0UHRl)%eoH#2>GVQz8g-=NneE% zJ0%!neH^!%G^_6YBQF()yj6Hde_!FdDgP}=$&*z0pTZ6hzOCd*>#^eP8tAA4dQ-&taLe7b?O^{vVKy9uS(ruAWWWOyP&T-Bh?_s?fKJ zL~*)P$>n5YY=THmB{}o7iEnA9j*jY_Hy;&nIssM55(CT;M4DRN8h_7NP$8`+!Fx{g z=CF2V7pQBU^^05!>S_j3%Un}%-fzCw-BP&nZ@Ti-yXXY&g4@SJYuj)9#JVHY`R zKKeBVcGyD&!BX=zh|N$LB6-g4$hZ5UxNCy?KN_o^mGVwhSf`bFClCi+by`=S94GOg zR^>tG>Azj9AEfrNw+el&fWCRjz$|A^*_N17^7s^a!I4yhKF&B7i%eleSgknM=3ML! zrOk8~d#=!=+QV;~&GyGch%5^;3sulH`aLR6t&Y=8I!}L~e)FhwCM85MJ!UeS!#eJe zJ)Nz>mpU~)s+giEHD5jTbL63tcm^3YZIh6_dL#{ZGk5WT} z|DmbmIx7pQoGTN9UGO$29kftM(O~{7|vE5YH9IOU3aI*O23- z;_aJWC#uJaOHc89jkiycfBBTxYrK7rI0ID=Ge{w_?6y`r6I#rGPm$`_7CdQOgBJ0m zeQpY!k`e|>>K2WyZ@_|okNAK(ZH(F1ASaD^sjlhtDX0_WY z{$u8jvHOtPf7@--_sJl5_AJ+;XqUnffWvBNR_`nPZd5M5C?d`Z3^M8+fZ;w&0*I66 zo}q2k4kx{&QlBN&9`_ec+B_q3U2D!eV6gn#MqgxAudb-l6V9MAKkZRH2&yVOw z;eRAUhG|!W8SMM771a&Lr$-PU0N`pB3o+15@H) zeWbrbcfB`rhHB6BTge%))M&Oz(FI586DQA;dUMNX2VKW*bN4v8>r1~JlgYUyM&9X! zwOqhdeXW`OW8}&M9M)@pA@*RpR{xkgYUwOEAvNki-EGC?OaFWgdH)o9`xIZ-$wS1z zvCUo1kjHkSFH1HCcNNzp>G2x!QlTK=ZhwpOwlHq3=uQlBd8lHQ3emR;eXj8SHetfe5fJv;Knew+!Z-1BsMO{q>tHMSr2tJuC$Q7K`4G+U9oW~iEM^ijns?T#QFs{Ph|{N8*^vlV{TP~eR8IVP`70z znZ=4{hN-eb*Zmzrq1*WUz7v|gRmgjVgU3STzaIUgdWFT_Y=`5O_m*9rx*f}09?zeYw2 z-c~$c<5%!p5$9}Bx8N$2y=BQ7@Se_qVFm~ZBuaPl2U`R0DH`y;h{*nM(6P zqm}<#^rrEk1;gyV!vD7~x{J|nDqzh~GukhHp@J$_OBQ&ZqAg_LUryVD?jkl^MXuxl z{2(iQhegbCfF)a^v|yfR$t8BfW23Yi)oH$8JZ5B^70jL)60Y~=C*X>XN^0eMRJAA$$w|+q3VE%dYvf>|^$r@DT=H7+b`6@)Fb7_)_0-(; z9{3*%Ho6->6nah-l)_fk*E>m3aZy2@bo36l*k>lx<#!{U=k`O%b5zMIP;&9k*e-Tg zSIFfF)ow|1y^wDW2VJSFlnJw;s{6jen*35B&(}a&4o$3f%Z5Ayo_Z;-{OT)i-}e!f zyhcuUyo<+*$LeN!Pf zPZ@L;F?_OgAh4EN?DwD z74mWoqkV1-S)6`;y#BEzfav{%#(j$pm?LZLP>kNW!eU&Kxjd*Po)r+~45T$P)a7{9a5UTRLi>1$Bg8}{b6&_}=kRjB<3h)OW?;I@J^BWK|%n1Q3;ZdHnARnr&$ zdU&a~+#FVNC_@A-{ONpF(|ZR>MA7NoU2mQ=#8XQBT-ST# z9Qejh`j!nfR&0o~q?Tu3u)(iiR5ltuXz2sb>4O&RL4L*#?j10%acwDY&wJ&j_e7-k zqMv+(#(;$buVrTOcfF(2iDmBqFTjm@L4_y0l1c(~{Y%klo%tMnl6zRt(a;3M4F0t0 zz8|x-Ig3J^#PB)f;TijJCbG|>weU>-*mwLO@_Ky1PM4-9|6-?*L#ApTd3vfWKusFXwBRHlCE#e z*Dlk9WVl;Jog5(vHJBEb$tu$X4^vb23QrDe#>qEs;BWTo+?nD0V&IRfLz0m%k}(N5 zw??jdh@Sev+$F_#9BD z&CJk$sgTDCL!Q#j`$B=R#8cXe5Yl+_E|$qX$6Lkmc8%lZQx19m9vaCM?R=|6S+8}r zW&$jN=J_X(G$G&$$WwF2q}4?GZVFix3Vl%L7>TFuJXZwR-aP)zeQ7PyI{>xT%+rF% zwm}7MIp41w_&Clp|5R6<;oN#sr&dEVy|nk1&OIr>&Qd$MyTCm=omy`y zoX7T1k@<5s6|o~X&%c~mD4xC9!@V-h7{ym$+p3OgW80oP=7~zuSrws7v5L~}71uee z*86qI{>jkKfcy2xkWr>E1CHzI>G2`A6>9I-pdIF@eR8sHs>VAGg_PvXm_aI1NzH*O zEcYRy-htQ*an82eGmu>lRO-oJ!x{Ov1C`W2C10oA(JR4ymGf=5t50~LDtlE}Wx8#x z25#Bx1?|}!z7{ek57|&}6>%JVsCc{&Xgw?5 zpYV@&nP)xmQTpI>MR;&NT?6C74b*WOZ?^iuEE$>13x2JD%=)>4Mxfvxg^DuTE8BS= z6*5o}?yv%RT0%Vf**pEW100m8W1Z1W8qJ-gs3SjUg^f;nGYo87@EdREhIOS5i!i=^ zk=6KY8oaHXC0U)l8ai_@QWNSH)wJcg`{m4<%PNp2?1Rg?HJ_Tu8EGi~;;dHf3aUEw znkLP_57K0HYRBm;(ZE&Mws8kOz6v~7$YTZP;MJtOpC$nN(~&ux(hp=po}Blp;{J4) zED4S&SHnztLLkcl3yDrA`KD^kCIyD7dafv)306xCmKz65teE{R%Qb!*?>4eNrmPa9 z@guUbG}jM{+nJ|OdMcCCVDi*>Ug;}^ z!7PRhBKF(zjx6@5&B&Z)uOv7{jsUEuXg#S_UAqy1#|qKcilhY7vwq;DS&=dJr@Ss2 zd-ft7Fs<4~e|^a~yk?B0s3@7kJ z1J9~P_vJD?X1J$=VbbglR2VZxw$;eHxVk=L+OL(J(CkBoOyswk|Im>p+~ChhQNAt^Z z9*PAc^K35O`#*^{YOlL>a%Sn-RVS;M8=2lvB9k{1WxMn_(A7(sJXQ!ADXK_60V^i5 znG8E&q;s({<&2|eAiX1hOoBhAlTv4!nno7ZW5qP%yAbtX>Q4CImG6=32j_aNx&!^@ z4Vc$BA~kzrwQ2?gYiI_heR`P$r-l+Q7ED$hI$VWGooVt!Ktv}B$SMKqm&&wilhJ13 z7VGAJ#Jp0+d8Lnx9xBA%uOZJBOb{VHE=&QB*NW$BjNKL(#S3QoNuNl-X`a!ZmDt3M zs|IpGD|d9LpxK&Hs%-2){OA6m1}^W1El$Z~&FXc%^OTzBX_Z@ilyk#Dr`N)S^a;6z zW9)0i+chM^k9jJ(-PIKqDU-A4U&4#=vBDXk4;27jG(TyBRD|XT3S7y(YchhiayJNd z?YY@otZ3Ift3PC5CLUS4J|kU{@o9d!yGO2tR!-53<*3l7>k?C%_+B`eeE#CBP_q48Rh5p~lWVK;iPZiJCFy8h74}v{PaiwRZ z*UxkMR-x||);gtqcc??*^kaAez^SBYnysv-oG-Q{ask8nX|th5pBi(Qk%nxVykgRj zpd4@e$?uD94m|u+xYD`fL3pX1Rv65A63-0Xs?f#E6fJvHEOn7J5L?6KI~oktrf*Qg zY_P?QnSQ>V-A+7V%GdQ<20+YjA1d^v;`azzbHPjPeInY(E=_WZ#q5O79y$2X;A{6p zB@Jvm)&cgGOUJf!zAj15fb}__&MMZIJo@CZb}p@@=gwKVU%S(XC#d8EBx-$lyLoi( zXfV2SrgfI*R107GV7)1H^s2r(v{{njBvGZg;Y7ZA&gMA}Sl^#hR~)M8jWR_oP!`=k zcb$s~I#CGwD0*r}`dhA(??>_+Gd*4Ix;}`O#4ZOBBRq@M94qfFVS5?)g$fxFcNKnC zuS{9P`%zP>f*H5Z9%g&LZQ7=tnjtpnU-asOz;kExU;lL%YP2Tfs*Sn#uJ@?^$?jR6 z8gHBw0rOAD$|#xCMyYN+%O;(``Hn5tHffn8RtFi{2_-;MX8dQWeb;A)-i^&GRL+3~oqw$- zTQl^5-;Z5wN*+y?tJ<(fX-yz22|^p02qx3OKSd|bv*U${^J~hUCqE_lU267| z;6!u3`-{6i;ITbb*lPu8SG1z%=r+Hn6k0M5gjreS18>ay^SqODK=MNKw*@GpW>p;# zz+cYFeBURfxzcG)ijbj-KFIL-Zlmf&VTGD5vCvRd$c& zVue#;pWt1Hz@)QSIr>Vh@4RI&%QW-6=HF`R)tQf3=Sm8Rz*jmzfI7|;-yuE$YvTNS zbzl}j?HoCg9({|GOQ>30thBf{@cAWpD1LDLwv-tqbVFQdG<##4`$=m#iy2G;w5Xr* zgkz-C(UMzzF+^get2y49y#tq!51PUESoDlRl45GC7XP;J&gDR~{xtzJlDfq&{xnamxKaEc(t|iu%>=ZqnmNzOp6a$3y zwnE_uRQzECQZuwU)(bk;Z?}0H^TZW#m_uY#rlgGoWrQgCNe`!!Gyd`87Vc-|v4Qio z$!o>yHN^ghYhY`zPp{)i3;1+a9b|%0BFThYGTrrH+JiwZojg5P6e7p9oJ~C$E{VZ? zP4@iCe)2qtf4b#Q%>M`}L2%C>E9AXGo5PSxBa5!Uq`z~TETlE{4%r7K)>pWaS`c_E ze!=^D7$AAoQzbCzSYhmJ7%cQsC;YY1CTquFfxB@K)BdUAA_~=9V&Sz7YS> z7456MmBiXhbFrHKqu>qY6tRYX_-~so05_O92`0FQ3ytC&guL^fGExrmg zd)?IWkEG!eyJ;!>wNB^fzr~1C^LNQVk*korzUwK3DKT_P$+<$A?^%?O8aq(_RB-aV zD7k(%txjpVSq7?b&DGaYou6c*J>vxLx+xFS1Vx5fbMZdWV>jO)mC=1J24XZ5|Duyk z?CR2R?QmGm>st4x6JW{TR_IV6RDpT(RWjmws*qx{^4%iReCYJRYYlt=NNr5yPO#) zhHUUqMFqElsn=N@g=5c_HS$m}N#MBxc8@PBWYoer&Td?rA}>1LIr7EV@Y&qp1^+D? znlm#+Qbb9qGDV$5Sz)kqoVdl_!MOs{Z2pvBi1@E>&D}I`n8=Vh2Oe9nuO2G=W9}*h zApz@YCXMq=yZZJo%<&ENA7Q8d$v5M+!rm&{PPY z_05Xro!s~iJZJAt-MaHrq{_lQGG-zeXXxHk=u{zC5xC}QMLpRuC2gsYnWU&K`{|@p zqrh7^S8SNSxdUZNL>xR7nUMY#8R&qCxpNj~#!-9i6F4<$1ZA?1ks+6s{+2Q;pw&@& z24?ao20yv_TQbWP->7e_ zo`}H1IXf*8481zh?F9X`1?U}fg}qj|9(is4c=5|I$V@@5!a_%kVo}9wp>lrqU4_0@ zAo?Z6#Yz>GkE@-M1m8+4{KB=eN%=^Qys6t#p=mTv;=KH?{@mxQ?jN@v) zA7?)6s5Zt72tEU8Ojk@whZ3g(Q^vJz&wSGEDmKyjw@Qe@H9r|2h|67G%g-#tTB;@*h&PtjZX4eXmq>;(AiFWE|(^Xh| z@gOSc8q-QNv;xkgr603!j17II+`pCT?k~+HF`U61 z%)#AM(UlmLkAzxl?%6seJdheavKP+Ax6Hf#r6>6-$zZl3Y(%F;b<9z7oLjU_khB?_ zjulM+s9J|Eha5tr-&1e~v$u*HKa}f!>5q4zqvJuC{et@o@WzQvi9A@l;ak2{V1nv@ z&se=Ldo@o zKG|-+2Rd+re$q-F4&d7R>lPoy^dYgvL(xD-Q+NIQ{|ytj_&Js4;=K(QFxkmOI*Jdt z_V6}rroF|?T&FciL2qg@`6#AV^uH4=C!rbsEjs95V)XN2FHf=B`vyOJ(Dfv_SwJ=X?EWJ{K-sUSDS=!|R%=j_Qrab5@6I2`m`lWfsU0QQz z(czGBTyNN73RrMDkTZRdziZ4d^z(i!g+=F?4rN;_T2D!+6gF$;sKphsohYu-A=QoN zrpdPiUpSRPlX!+H)hB^tX1S_>HUYGeCpzc*L?UN6S~5~E8bM@pFv5DWE@?Vhgnr-9 zFSyM;n(GSb#nd*z6sB*@c@n4h?MXh-VaP(qXJrm#(SMi?r;|vpiM8-6<3uyFupTPl zp``>6O7BSf+qoj9E7h4a8AL{VALijmx~uEVF&a)MEuB(1MYYWLjTPK#-3Z67P%u3@nHeFqMjxa~fj3gXvJ z|MgYRm6UU4{!|szT0+f{!s$CTDc}y^hr;RUrZJJL2{Dmw8$=6UKZKpq)Ec7-+<}-? z5&x%&uVeMCJi#4ED7gpM^~ib0X8WeXdWF1J&^0`xtfoT=I)U5JDbe&z6=Z9$YAfPF zFBR|CP&1+=EmDkul_b;cbP4 z8K2c}n)d@vd|GBWhG)XsIhuf{eXf0ZHdR`Kav{?{bzDpNbH(+Zw6lRa9g`y{WKUX8 zaSuP(xU<#gN{T9kIj-PUpJr6xlK_^A##`1J9W$6q7*!K*);)9 zNeVF$H|#LmXB#{Nos3%RO9joM%k=)5NRXQJJNos3^^dX-n&D~wsX|__5mKJQs_XqPYh;dPVWtB4Twat>RT$bPSK__6GYGnSc!gESzWau4aOhJUKG-)&7Y;mn|Shb?oc_!TaWUcu? zkvAU@!Hj)g{unCkH<=uCBOK7Wy-4yc0v~jLZbd05r4WCp0ThPVo zrb6DY@mAqKz>`BE!mWh`~yq@#)qw^E?||n$-sG=zs5aaq&Km(2DA~(jlwU z&$El%8oPV8lEwBx1HuMVU8Qm@@wI8mEKdu)xtbh{Fc0jitS_hbPdXk9C$>a;?Fg zj96J4M^xf%DXTdG5l9Thbk4!U8AefXd&f38$fQu*z}>W-3AH)+{{=8P%f^`bx7o(k zwc5~y=9Z~~2XRKwlzkNhUA-b14z%~DRDFYPeFNDTX<7MQdC(ItqN5Q_-*c(H_)1v= z>3HynOt8YAcx-5HTlF3XyWieb$Vva^&%3WEyw8RPDk%>RsyO20 z>6>~}3#MCvs&AHc{V;uYYqYHxx|!bf^IIOY4kJ zw1;RCPuI>1~^0r}Qc>7C5{a}U+s zS6I(DwEfj!zu|v#dm{o{&cYtFnCzTj(!3@&L?pLS8l-{P16k3 z;v)cjhs)<%t)HX9W2RIrtnf#P6O;wB!IY*eCH>g6`SVW|@^+0N4xa_R0 zYo)1qQRr6B;j_N`nP`9^y2#ewH6O##!I&5v|1q(k;kHM5>1yYO-BNsvd|1m~X_4#% z(q~e(sX)GmjJ&?k@kN75P9^Gll=TYX3Qe{g`jGf=VCRXu%wS^cXGpiwuW!IW1l^Lh z zCz=O+k)h%?zf#!0@TEdtz6X4f+wbxADaYHV9RKn?gFOoPm<^aCB#}S{CVCL9 z#F)Z?dzgD*CPqW9q8~Bn9Q!VonZmmNn3Bc_4l+}s!II*y4G&^RdXLu%IbJK+5p<{^ zW|uOjX6FOlAOdhDBiV9EyR;p1U44;45E!v54D_UK{0_?%MCh>rbO_$NC9(fpuwRu_pj6K@mVwkD4i zwDM0C2WPg8*8taQM4hS+$;j3Zma9&#faXBaM{gAVy2*i{E7*w?>~*8$G;mkJTEMY_ z28EE*%zopwLS8HA8lkK|sUJH#Hoh8Cv!i>Q)wy~iy=R1M^!l+v-Ya0qL2S!#(wy&0 zbM`Ut53H?4@J)(IUA?BcmX zQc14l1m31^J;P25>*gZrb%*8SwF1bLiikjXTRrkW@{ZYll56gY79L8)P@JVEY=}aR z2RK=^wS><1aI(h27g>lVZpa3mL;{KtMWeGwaA|jjmDSeKt4M`@houQ4N$oJW7m+W z6LXKw{!wdhLrnmQlo?GdW+D5SCz}4Z*mM$Sx=YU|l!E>K!5g+y+$FVM%IbVXH{!32 z-BjZYL|M;DELV-306gyx6}j>YqYB|?aL`JZI$-iI1S-=i$>)LMry9HXepzaXA1d^< zqC^Yg#7e`BPm{_t=8S-=xgir$Fv-Y#4k~9$FtkAOR`qmqAwlNwR)j>6^=lBc%KVSW zf4LqI?c5$qJ{>DCL4K>QHh!u=n{T6@&L9QA8G5sF8l2JfO8I|3!iFTiIu41-JbmK8?swkZCHO#7ZMS%m~xy2GWMT}dX6}JQziIbf4R{A8| zF+)>SgbBH#eXrD#8;P#7kXPU@R87rD-K)WpviO_AoKRhBz#f^g(%rG4E=O`h(q_G5 zK5I1hPS=_MGUdNeo|Xo?G-Vd(Q3aY+=wYPHfh?6N-Q_*hf=XsMg%1-Rs`gwVZx!-- zjeT!tEstj&_^PKiFx?ssBNc~HPh%`7J`4wVj%?_;qlhS4^7Oj*pwsp#;}GmUuA~W- z4EignU0a**QlXm1`I`!PxrPxZ?;KN9(K>E^qjXB`@~7ns&%C+ zeWAHVBFBn_&0v`xrjHebpK6^*q>th;BQ<|1($Tr>!D61$ktzt;rI%%adfdJc*FJ?Dx zTIne43?i$3<8dD~xq;=bXUOu$$t2~BjCTwGA<{N^Gx-4;t+uTAI7P>Y7%?I+|JJHY zKMvKm zsa}2rp$YizrM%`8k()TDAMfK@rv0ww)=24t);WqWdyRwCZ!6L}FUG>%NOMZn4@?T~ zEA+KupDYU3I=O+-DOt$`-Q2U?U4(|ly6Z~h-k(}KHkHa7|GPTapwr?Lj&U9zB(XZX zw4lXsTH87A-^xCYWb42jwfcP`4+Y=3t0|6&1h{%h(G;nHhWEVsgZcz{;zjsfXmMOB zuA(ssSO7JAB7W{H%Gm5aA-acWC%a=uA0y&B7^xcC9$8!zub~h@!;YbX52! z<1SOXnEMqc_&L`cco*cB^cSV2v|qdK$GsEh&&9p!J^Xh$rR2UjSD~ccpi@b9`GqHK z0_rEgEupn6>dBtir@6xHtfMJQ4~)>@8Yd+h3@WT|pg9)#x2x=Pv9N#CkoLQnyRl~{ zVTPm9aF}@Krr+f{a$M|V%aEq3^y4+?IO;xkq`tvMf9>#JxA1V+f+$*M#%k9##V8S< z51Y7Ok+Hl6hmgpCNS_-{u)ttl}fPxcYmcU@@#nUK6Bfg+74m+Kw+aIV4zJ&S-7~MA&=;w!wOyEhg37%p$Y2_LG?WImm z$Ik2)DRDZ9r zu5q$}hfJ$S_nv7%wDDP1?UMUu#hXFHFBrY{II*vyql^e_acw+fOPaQc+=1e)EC{?s zuEtA+$&D`BStdCqzO8t@1^`Ux>XoRIvPZ|;oOd&K&Y z|L?0cS-}7sZ%n4GzE)z0d+@re;BH#71)~Bq?>*tc zozfKH8%U+rz%C5&E>v*GejD^L)0^CcE%PN0W=P)fc!a@~xH)1BiS+8eJ^99r?~Cd* ziw<2u)zFkAl8uj@Jq6keM~Wvy;sX1x2cy#qCwIKiyw- zY41-B`VnI%PBA)(_iT>HuLPgGLDg!hNj!yjb?<`|*vEGJ?nlpTRZnPDv22{Xa``;* zYI%&aM)mQ_Dbz`W|EYqvK4VH7*EYZ$@vl|zs50tmiESHqU6Z*pyPUxR?^M$9S@1t% zDV(N}Al_H*9gH)$tItF(AfH@tf9xNbSSAL5(aE#5+;6X`Ms@Vln3@OAK<{`4h6Bo; z$Oft-LvQSOem@k>XS&BfgB0s*qI!b_g6A@85^Twx@8B^E)h{F*LjmErE^mt2x36-Asu zZ!7kSv^GAhQ?6(%{EeY12CIV%E)v&&aP6kE=il$g2b>N+h1N0Q5@G;Aa$vL)3)7*z z8@Jbrbk(5jg%B}+5}2qyB$<>)5h0^{rJ>FDO~vyy=J)o*U(WCq8dsRGqvo?1WTx1l zkytQ$|KQ<-)GZpG_7ej!eVkQ3EU_9ZDE;0E!fiiZ#!R#`E=tdk( zxz|2Z??JvBHMPri1CLZ7!;KfkDuKb;lsM&wwDr>6shdEv>^2OnokMJSmVe2P9D+tOsH z`my+r@WCNnH5TV3l;rYdE(wA^ZM$bwN-JtE>H9ed?-#gY6;?ei$c#&0XOdjogU zW{{I;Qj(0)_{mR=C38BwkbK${y1zS~BjL7ip0msoPj)Cdv@1M8BS&EWFv!}|>WytU zH!b{A^j}wn*O)W?qUSe@VRUuStsJBO{$~}W_mFV#pHfgY&w>HK_qn;WUXL?}4!T6qi%b^giT$G$UwA8cVnL{>P@zO3A*}}Uf`#_mO=Htkl}K@{ zUlCUTd27{akz6!^sUn>#soAiL_I+Pp-u**>&%fE&jcW~J2d**{x@a^rzma%j*|$A6A+ zpR3NKmcGRlnAEcc6JLL*z$o~eYp|`xP@$gasFn2#K6xhQJxM*ia{f!zoSD#6LvT%A zm>!1nxx}PTVnm=F+f>1pZsRqM*9wxpO%;}eZL8~8VxPIDtif&GvJF-(tj@sL)O{7K z_!$VGfzK5jZd|;vg}l=>_I={OTjrBDKll=nop9=>7%+D%vqlm9(sHsemF~8tp`G1St~GPM@7L3#XLFo$ z;<$jHfkJM=zGDi{n3d;LAwejH;$vbC>gU*zJTMdt^Cg9hIW`U?wKDfeY^y8DPoF?3 zp*>cwk&3dHihKXU=(Y~9owc51q?Qs!Nc)B7G|wId+fra6*yyE}S}(;->L%MKUzahT zFjJ{3Qzg zK1>ox$bs8%H@()NsmpN~beiz)j572twN+WJkxp5Exo@8M$uGElk3(KGG`JSVjXwU+ zDN~B)@Xa-jfBBS`YlK#eHN0U03n~f|`3H3LBrcq3^>(qwb+U9PY;N7~?=O*3&w zf@ig$IcGCk%TukSGYBY_HD%?OK~$0c4q7#usTIA|i*09)rzhDfUas-@zU+$Q?NeT_@%ZlV zYrKETalBT%{w;5J%*1YTR=4lpb@F_y@U+W^3Z?U$5ii&f4g8{d5<9ZWh9V5bFzt89 z7uzKG4;U?)$%uYoh^mlk049m8Vo`I#ooOiD?A2NB*oBLwk0NU{ajx!ch9$SEqrDS8S9DL=c!4VRsV6>#@Xn=? z^I2U*FV&HOL#owYs->1|`5r1b&u+f>z=(LRFp-X3oG}De&RmjnbVkR}$CGlKb~mm$ zD^Oxob%jhx#|~y_X0#(ypA6dvo{^8jlx2S5 zmaEsE?x%Y-Mm7T>37%5C`;zX2zEG?-^F&toMvE)UBshwOUcW7aJKYJtGAP>sW%2fD zDV<-0^Ir^RS_|GegE?VMLENi@F{P@{qkx0}debu_V5`Ev%%XE{`dA^a*NALVv*zmM z&zJ&Hn$GILL`de2mTC1ytt}_-`iGEloDx4)$n!OFVl{a&swYhKoU{DrPp*2uE5{B* z{tmd(4OpU4ioe~7K_)Is`1G=wXGsB2D>=<`g}zqE z);CD&Va(c&TyWe&JV6;bitNdxM*LIL@EG<-Ph+_*BuaAzXoD!s>FSKH;qut5k@-Rp@gCJjRs7noK4IAr3pnLbhPI zG{c-QBT%Csd#VuBwkc#SqT?g<-@w@fU;OJsthi|flPOe3?0ySMzuh7gcE_1c1MGrU zJ*qSu52{j8v=q!sRWn1;b3b<~{M#J=(mlNcN9NO{l|^2z7R(4YPvl z0M6XeCFsq7Tozq}x2?&)RcOg4gq-qF3b$Tcqe9ZNi~V67$Mv!Fz8zY;<(}Pd4|l&s zw*HhsC1mtHrc{w6^=zr3i7M2IrukvAK5bl-Ec0)1IdI-cU#jT;SxFU*49Ep z)qqXB;FxGCpBpZyPusbnDj)YA700=v_5mJBc>dj0q|GMtgTje6d&{R!q0R9R^Fto< z38CU97ceW1w@*3VzDMCpvBtY|;bh9yz)%%I4y!+U@thV$_qp}CIca{Xm|Te$06ff2 z$Iigqdk~W*l+U-IkFusIT21Y9^X~tq)qdRfkwoosp50D1N~<u_bGpF z?_zqRkw_KAToKdAla=J8eC$f$1#k1mEhA5ve9u*gFU6CyU=bK4#H^u15kQ=kIcNqw zodsT~m~&R9EA_;u?p8o7wT3wFDY3P@*W|G^=O^$0h$)ZaiCLJ{x!=nByp!IqTT2TE zMy57hQf56{a(aut()WGXk#8#G^%`Y`u{#Hd{Y*Vfs}s8UgS?*fEYGcy&g!u8H~*jo z%r0TjfKu%hRnH@yEVKp@<`{j`<|(1Mx-n-$z>l6z(SNm+?6JGoF(ZzVrE`ns_Bl)R-yE+SsM$+Q^t4@VQa}aek`U9nh-%dYp?e1Cv><-iBo- zEyOWO9Qx|m8hXC+X^)fVR&!`Sd6Hm+_uJpooTq3(6rXtGI#oz#md9(v)0IrwZTkHc zAgz*{IHRN3C%gX#a(m368&`R*P#6N*$vJ1xjXT5ayvce-%z5xXMGWPpA`h>KTv<$c z_WI#FvJngV(wb`?01FRR!T}=s_4%E1|JlVV-|*JISZXlA8yrDZi72a+`|X{(SWE#m zM_|f&b(}|8^UFEaK~{8s!H)iP5s-a~dF6nynNh<|o`3ulI!3?jE!RsZ#>DzF|v@3@(;f99|L3Nq2hR{I9{(2LA}-I+fPZECw_57M~?_v zh4cAvq{gtf)OrntWb0LZ1P<7vOp?W`yh<6l0-DUz`*a1ot3Y(U=x_|Z2yC2a0)qBh z@p_FsN8u{v?>D<95IbEVjUdhCO7dvVU!ot!*@@vaGS-~4_(|J#!ONzEm>&>{VAMZ@EYNiw%1W|(({-i#gkS&t@)pld*ziia5mR9cfeE*WFrR%o{2Xf zv}CC6<@B*aUn^o~qkN$F9v+u@5{H$X^!DFS8QtIx6ub)?R?FaSXg=J33JD2yCl`Rh zUIa#SvHOZKyEeEz_EE8+Ls?;$Q#`uEcT@l|f(bhFll_PjER)8^4aK2NZUq9Ql8@5d zY^sPP=c297tTf&U=}c%!(>JMeG2i_o^>39V#neX?M?bBOew5u(a{+%pzn@Jtrpf8k zn<*kDeJ4yKPTe}3DF-k1D1&UUn+Y#QIx+?u38?9&m42URreyNbl-(LVQ7I%vraEI6 zF`v`AH<)1d_0BpfOgH4AoWxWC_R1$o6^Ki%SjQ~f_?ja|IFp*pj5~Bn)0YZ+tx!d} zzHqur!yFAcR}Q>$mviS@t=Slyoa?36$zn=k{pPm4pO0iH7ZhL7C9!nDh!zh>4NZxO zlZTUL9nKzrOPwk@u=WV;QKj^suu4?y$85qa>)hig{)vvnRWk6$en|rgP85S)U9EDhZ!2hwto+Vh z^GfQqZJaeyuqdUuswwg5U>$P?MfjdyoiuA_{XZz(ryPHzP(#B7Pm1fTXfRcn|ACq_ z&=n|5^qJkEcL-Vzcn@&D{oTcH(`d@=)ZEp->4Ua8V2Tt}_Hs&l5ywig_d9_CDX6pb<}FWkA(@S3iIseigCKK{F!6L z&`m|IE#LsL(90x8NsQ6^bXI{|EUbFY?lYbbYYa0>^&||scxsOMVym3yo$-)KSA*We z@EOx^vMv?D{hD~NoJV4w&Ck*0VJgCujj})|}Zj23GJ4Jxzx-DA1mO zCg8UXy*l_n;~SOiQbXO^tme?!|5SJ2uLUEbdqTDoPT@PiDM=wjq|YpVee#X2K(%uf zj+=z3h&6nFt&<)CR|*+D*XA-&Y8#-B{HWS7W){DuI5|rhfCLapZY>~(smE)=l$9l>__!Oq(&w5JSyy^LU%HB?{Rle=59&FC+{3QA&XB< z9Hb2AFID9Wd-k5qYu!!jS?rQ^{3!!(+0Jp{{%SW6%~gN;}8&safTm9j*_-`CbJrHovX6JK^?)FhyOo6-{Egn&&Z!-Ufx~ z3V37J-T~ZA%aiQhQRrPt>)3++Bf4AUN&@F9&+0U>5;}Y6YlXptSF1kC{nycqkr`FI z77FR+4fLi+P$q8%-(M6)jevbtKJMkoq%?nVcE^Um8!MdLE91wtGST#Xj>86Wzs1~Y zi;=`RAXk7ETAue$=p9TT?)N7DMZ&ujQ$!Liwy8p1D;RM$n9gcRn)p>Pbz=?ZedDHg za*Nit3VW^a_oe6w&uBlrqkpO}j0>;qbZbu`Ce)d5A5>UbJzss&t=W}xW&kPDnNahz zW}0qmqMZK%v!v1~oiGJt=(9{ltap9BCZ7Vik!l0tjFVM=*7pi?44P)2vYqujw}*Hi z16Lnj*YTb6mr-(%H2#0IVXLB5Ry!@por@UBi<}*^e!iOUk@0o)lSB z=t~9a@A|pYhtaiQKPArI${e z+@nlB0>^6w_ex{M@p6qr{^3)kp`(SJt`N1z+>OqdVUOL*r1O)yC&qCp`&uzrw7Bo@ zIkLh6$$r7kP}O#guM`J}?AHm~f?v+8Vvc7rck~}B3~{>RkZL$@C`t^-;MVypW*57_ zG7p%!a3?DL#)-rV{oL-9)YfpPy8>(Pcw74h;7oe%@3l;BqJwF?!-JDim`FKofY69+1Wq4-z*+8a0YT#BA;LS9J#6n^vWjn z$$s(2jgd?+L>AqTc#X+-!-P+bmIz5`5<6qJyGOyAtTbs>jd|>#-w#T6VU{a&eF~#j zX56`3vt4BYSFGoqXl5*LmPvh1@y!N)P|;|*-*}!1P#bA^$51mO=a5cmxK~zh zeN}ReET?Eya!757Tfsio!c!_a-j?pBeKLZxd8B4cb9Fpdnx2I*gJ^McoQ7GWOZ^Js ztkEgy4feTNxQec`EfGcQ+dxmD0!LAYPgy=$HM`}Fdz0^(pxO7c^OGDR%|i%ESvcF6R7(Okr+k^)np`G9S6H!sE%BXBN@+>1O=9@AD0} zXPN`8$f7lg)nU~qS=_hS6v%MQas@51ZiTv9^9na1&6(LMQ;k$U+SbI>NuosRj(Ov( zypCb6#*&^hf*Rh8`uammuiZHs%1X-pQ2h{f6ni>LA2erc;x)qUBv8p?&IEObp=^S! zC9*+AYEy9{N5DFk1K)N(g*Ky-ljfb-l*}TyugIyFB6i`ry7V68Gtd`*+uOvgztEM1 zio%<;#ve2J@HD$-gv4qYk&cA2q+@;OYlpSImNdru3j6<82v?Z1^~v8MUb^iWYQBFQ zQ{G7^{O=PkVHdB?3rfhuW$9Zm*m`cbt2pHS8rGOhC-nT`L#QQ{>9L|*!_rFK8l&4H zhqov~Rt#6%4>ldO^R2WIsbQV?G2lUSg}hW8uNBn6fdV4=W5Q=KWV)#)BA^w6g?0(D zjr$B|yW#9*tf$H%Z_B;pd3BIP10$oo&R&z}IQ_NJ*TpZlYKKC;Uuoz_=teSk_Sy8O zktkX(WDf7$;Fyz0G*R0!88OoEK2@}92v^Vv=U{XrSD3=MTd{0QO@@QKd4n^Mf&QhW zRrmyN^ZA=EZD2WmYP_w;&_r~8GVtlmXZf~5Un}u^*6cW8CH3R83wg z_(lFx=r95uN>Lm8a0jNdh>v}9apV;Sa0kz=M(jfSyWeIwjq7wA2cTakb0yO+*iuqN z$Y!2ApM1aYZ#hO@@KG2dQrI2V)K7o=jdOBbDj+?2b^Z)M9yI}n^OG$t-bSst3H3(o zi6HH+e@DhYq@`j0txMh@d(u!tb3$_9_Waw5!`i{#r&Gp!N+ChW$e%9$TbQt2Cui5B z8Eos_>t!eqB9m-t=kJZPDh(-AOD&M%!Km&W~ z!09E5z)2m7(jN6tVc0oO6-xH|YheGN$A9(fOQkUA=1H?E`&6Jq(kA7tDI3DV$-?%& zPiK$Hs@Uol$l_!a&fTIFELG>^K=dv>8)HU;RWZzPg0VZXv3dH2>U`#I_(a0u;Bfy& z#V*$JJS{x{1|O2-IAa*n9Si#T8U|2r#ihg(KjCNr&)5NJYSs}}_(x8=sY#m(>g(k& z>U?Sxt2~qhdm^PO?6Hb-{@*8vX0xm94V5i7RXFN&(%Iu=HM+V-gxRzs8##k5os>%g zEVZS8T3^ln2Pr3w2WysoO2XXYK%6Zx$HxkLt?2&zoHT)eK;tNuE|@gUIeS$~QKfm* z?}gp7MsshuQ-@D6BU~Sy!1=D91%)%llXDV|R0jym<*CW%>Ew&XPh~C^jQ_U^d#yO=uAf8Vg{40NzYXdxyf~Y$lQa6JPZjX2 z8#8v(I}8@G$uHPIFoZ0|!ZQGc3+Gl_br@1&?Wv|3-PG4)EBME)!fu^zAX9X}d}=g} zNumt8X!K<t)~-%wNOgV+4V}f z+Blzop5Iy`tc9zvknw-vQa+uv$*lmB&PpQN!E8#LM|n?286me7`dV>&n)iQ;Uw<`@ zKq_^@>!Bj>$=K~_;mi@>1|CjH7HiPmPH2&H=Ig0eej&UsIym}K1(+Y>b2|C;HEdjy zv-w;hFV~RQPf2wCch6!vi+&e-YEG#LaJ1gpJ{rT(2WO6gTE`BHQw{Rj-1eJ=GjSZ% zP3wU9tuG+N9M*7Z4Xf74kIhV|(IFn2?;Zr0Vxpr4N_)&6sxcQE-rF`gd#fBj+1u z(OP`IEggm~=%w+3e;7*UeOg=Tu72G@|1ehwQ&f%IU!a$={ac;YsZ|?lt<~SsNQnWv z`bn87gO=w@iV#bVQR^<0y~Ciphy}+W&E!;0tMD1s2ej)}xf>R&8~R2)_f&F>sVlYo~Bd#*4-txxWQj4(&u zJx+IJa<@in`)y{X07glUe!!Wamw`C&KHpDXaCLxy%r-npcHbTod98T6h6rR|Bg0H_ zK4)(g_FA!_JZ2DS=0=8V!c)b|H53+@rk}eiR2pu%1kd{hDehAIa;^?VArEKBesbrQ zVdkl*eY;bVM>314H0^zLH6N!M2kp0h(S^L=&G^rRL^#cZQ)^QV@X7OtytQLMoxC5o znXXX9@qP_tRY=Q?w2cR;GloWATBK5AMu=!Sab6CXWuNmU5_zz!12%VRwFrMQ=^5P0 zZjCvi0jDEor&kr0(f8Oa3CJf5j|kl7(HBlNec|A{(Iindc8?pax!Q&EKmBr<5c5*; zc8x>iU#@X?T08h{K$d(SEDt=3LC;Sq0Q-M?sIctlZq5z6&sf9k#C$HM&7pk>@=rC{ z*tC1Fqt0`M{!4}Y|F40-CGH-Ku!3LTaE=0KLODs1`TV9z?+aEetWY5rZ*t{P;2HRv zeHI3@gpYs>DG`w&6DQBg`XvsDRlmNZu5DCOlZ?UVTLl%xDVz#vm|ki)OU0E=!0)q8 znwp13u#h#4ooB6ViC12~AA**@RTt+ltp~ z5PZm4t$XD+6t+#%SzuUc#S9>$y;jI;1zltRK&)O^f;?$FB#~a--Coh$RHb@D?ddFr z+6$eMuKO|aq|c1E1w|^P?Eao7#dFki#YKJh*|K!+j?84izl9vQDcOm*ED8*wv}`l( z`FZ|gRx{hcn=%*vc1ki}07yY4)n^t=8z)YUC)1j<{%CqoqGRF~1UK(OPnf zA|1O`tWuFH%v}ZbDCCf;Tm1w{XeYA>Xm2>lwR%&BV{Zs5Wa-z{eI`c5;Wo1|(izMO?sF=v)JZ2S;K7#pTwso(pi3feIXnX$^;4iHIlv*r%3oV%ufEPS*4|N7 zB}dJGFmR%%{2(Qk5`klsLr;7g%oErp zlse6KLz}Y?dfJE16Za^bdxVylCVa({I#~p<&G9M~9(MqLK*}!6fMaH1QgS2==IXUV zsDj1$jBaFi;VHY|vpG%^njSeAcZO%0*lz=Yk4fSQ8cqCZJ}}UdmJ4{ui<$$FiI;2O z$BY$bct}>BMw+GL(&{+@*8GCWOKq$3)j4?{y;1bp0zOwQRVALz4@RVlls;C*le3cb47atMO`FSzZZG-i478V!zo&VlO=zl+_iM;Y zg}i-_TOF{21os~9ZudoAoz+z%@?OOtjg(x93^BIzY{@+m^Lb_FBy->3bfVx*i5Wvi z$;HuKq_}o+^z#LNF&>0&YZ}fAu)@qLEajA$YX#KISv^b6DtOE|Gl(5APMAm8lrjSx zqEGxr70U@ejQ>JkIz@l;!TK0vgK0&+t6uD{l1usdFnGqgZp{KSz~BG0!SR4}IJ}No zU|Shdc1rPb^{KfPt?2gTRd%o|NN=Vw?(K{@ijbw})7iZu(Lo&(~o7x)f%) zQI@Z9jwbsC{`bFp2~WmfA6uBC@-1O9Qf9CD8sD-iR)BdHD$Z%IH0Q9Ux{&y%o9Ul9 ziH{Yp*GP{{Z5;T>fN=A{ni{$jVQJ5yl=rLf)?- zFBS6kJuW24gq^_W(;9ad&U5tVR0F!>wJ^0!>d3y`pSAY(5T8V-ju>Le_{ELq^cWH|Ou zE-oXMbJM?AX6;X5Cw#4Nj|lc4a{D=ARTM65rbH;*5IoIqjTQQ`FrUtSS!`ke1hys7 zTWXoSuk6T+>;1ZAK|fU-lj87ZX7OBM4f{0XJ-a7cqie$GD|w1#2KR5BoLOqwpK3H5 zHl~?`<73r(>~r?EEMZ@kd_Jzp7?B;TkU$*BFi`yySp+op7eKELB(dXBs2-L78V^(mc8u zwFdVW(w!(fx4cy7OGTuXTgQVWGBM13@lWOZ5sG%r`2r~0FlY6(!eGu*x(mxRMy@z1 zE!+YPM-4CX=}dH1l=&=L6?nqLbb}Q}fo<+*!uV!1v9iL-iVQoCP2d$qQw{c7VgFJg zj}^jZ(a2QM$azPUfYU0H!y1R)Rj~0NPkNu{D#98+C$NxeR($lyJQK$};K-czk(JV3 zskp!Bb43o#i@&z=7wbbJ8&6HNH^acc{$^G&V0b= z9Fjia-H)eKh27+h&4&Q(c?BaMH;ymzm|?eBl;J)2Ey-W0euDI$o(m}9o&Hi0qwD($ zd%1?aR^-(A{!_rk8}pJB&QX`&7M~kLE9yk6rwenFo&* zNHLQk^U)}Lflj~{DMX1o)fM-sec@Pfa3b4u4UzW>e;Ew9lChBACbNhyaG$g+H|ZK) z^cxpWWIN-Icy9G#j!{Be)p>!O!OV~mAr+&CBqIZ3K`R(ao^T#3Gyu3jN53e$#dnm_ zZQ;E&Sf#Y?>ZW~$V}fZ&!f8mLX=anE@|;?-DOZ`#g;0@v&l~#XUIg}BVFo$P+TKc- zdz^K)mJBnE!+Q6E&dHh8sRl9tELP*YiVJ^uyvA#VYpGV_Ot|yHjc?CMyBHzae|X|+ zb+(4RgNaYPX$WY@BFKEgJ6EsYS9Qk!TIG$3CGt^)1x{Fx75PnRk2>8ihdpL+HlOFp z$Ca+Ivi=@)zdSXERa+Nn@AuRT{n)15drAJsk(02qD$1O1S!dCK`ZH7Iwt}@QEh`?- z^M{JJYp79pI-k`Y>w_EL*`-zKH&yWSF<#@fVpHyi-$fPfM}k{Q_cTtg2q9K}GNtZl zN!~C6bkqt?x4_elNzmxz>+Ub`yKt^Xx&#^kdr z%&HfX);IguQ?C%cKTZMJvunR+mg(5ixYm~Z(^-kJ7i(jWJFRKq0`r%%D3>5d(;{zP z+X+||vRZ}smM8Yw(=&Gc?PipibCIpTWiGaTSOY)Ra&D;oY3m)#dk2$_!8%3$+AG1& zz)%waEcss#bIRZc``hRIRPZeb37!fJ=24w1Nop|GMp`hK>2ptIuC+>?Bu*8f%&*?Z zTcFF1I=~@0gM5L$#gp#DY68fb{FHQ@in<|z9I6)o{5vfZbLY0h4QzHWo2`Nz1U$j7qs2Ny0ddghQ^j7+zZS)D_Y+BbQw zkk@O(=0sS|8A!N%FgmR0USSHT@Pd%5hDADMCT&)QZmbSfS-)J9h&tfL3pV$bGiRu3 zPcllzzi8Kc`1tKUdm)%izOH}i-ACVZ(46&az!}Jv$8nT3C>?YkDtra{4juh|8x(dz z{9Q_pRX__k_fYVX|MBU5pH;LgYR>D6G$hKb*N$%RS>3{MDKyQrj-`f|=C{y>7WPZds7Ijf(eztA6z&fu=XF{-C)3>CuHAmp3bP=Re-yF$;RDBc|< zi4~Z#CK*RCxbO2dxI(qfk_so!D*~pgy*8{4idI;}QB=UTJbCnd_R0Hgci^f4^K6Cm zD^xyij7v*;c0#7BB{CsJ4c!oapvNwQo#h@|Mm&^?U> z_pZX9vDG>@@RP=HfjYR$~Vbe^ABB6n?AK)5P=IU`jGE>+J+r=PVF7Yj!raZ)Q)#8}aom+;AXh70Q+8tf><0^ZIL(FT z<(<2@8w$<}%`s(n(zcat+I;fh8GEdd_iGF}Gz&twYL{d6Bz_c*^Ie6rkd85L%`(=F zmBQ(EqIA+UKH+ShQpN;Srz1m@W&hvJ7mk111AL5*dg60klJsXiJI6M|*=VsV@UAZI zY+7^Dcxz=t>CkB?-e@E z)dL?3Ag1I5WKIzTN0wakeX>wW=3(7DB(Q7U=klNVwAPa06qwWx75Z8sMA0=kBVTR! z2S8fG9IH&a0uu?^#r!wd5As;r{m^}WF@r}DahQCP6`o9Z=QJGr6<#T$x6;DvH%7e8 ztxyPP_ z;lJL_$k(K~_|n1zFV8RbQlYOEv09!sB%xV&R5{m=X0LIsl-{5E{_G4h;C?MBUVFdO zd}_U{`CTYYG);>iie*~(?;6Dohgc?CtYM`yFw>%ZEN>+{=ss7dzFz}2LRQBqu%Y~9 zv0k`N=!YVa!5xami~Fe4G{Jq)?ke;jDt!8;(!8>w+w!Cu%1lY6u)`ns6;9E4xQ4t| zDD5cssZ0+Qfa2d(yj??r2dgEUBV3yx%~hLg)8FSq3ENvnI&p){rH2agqlYPRP|}0p zz8IM}vwKU`2rm_tf2z+HBr}FBN+waf}RnjGilU zv}&}!IA*pP-8yl4FTytEoU!A!zqVMg+LX1#xrFZg_`5z94Bfz^F3IcPOi*8SK2 z_73E*th18KH_NU!^}BA3?{E#0cL!@6-NSq-k&@X~ya*29TbAAu)W$jSJ}3R0g(@wR zob^v7lZFo~IdbJx)EZavs7PLBE)gFW`IM*>)}owNKUbQjF8ZwJTf02&+Wknzj3GO{ zc{1s6*W-J9iD8%Ynn|vw{Zufyc+7XzYLG7}oXuj`{?~%Tvr?EQU&wL*qlFID=alBMS$z8>P6VRKA>)ekY3klBU)L8#+f4e7PW0%z|*KytT&Dsd*}1+tw(5psZxsqs zxFwwREG=>TG*Z~nd0(Vu9)#}({46z_bf?-=DuPt?q_|$aISgf{FuNDB&((#G#d!Z3 z1sszvi@jB-5T&~&N@v35Lxts-gtCnt>-Jx6E$O~2wlM>9o=3-UMiHm^`-k; zs<8NNaKOAvQVivzE6Td3y(FVs1%g&tv24IXDvq&*|DnJL!j2wQdbalq&P!6M-eLbe z>zKJ@7W$W9EEY#l1sC48igpd5iUa6!-4E6^R?ijkc8%W?`BIUwd29 zs}`dhe^Ltql6QFykNwAwovxz?K+H}I_1SkWcmfWG$PZFrm;r>0vx19ZmIk^dHPo5X zkpNOsm?3@8SG6@|$ZWlbLQ796?vg%NSI&qHDI&!&Mfp=S^P(~0a;VVPitPH77!exJ z2PX`%|CnaBk7mv`;xI;@T{X)_$+HWXZpC?$l+$g7V`_lnKUSbF8s<@!>U@PS()Ih% z!PZn2TwyG8o3x)_u6IBDGH)t2Nv_}Zt7qHXVtc7jd8zmzHcu7lQB^o3gYz|KQA9)q zBumz56ElK%V;6`Q*`q*Y9_`J?#MKt_n| ztbwAiGjPFstk~v|ErCp=WP|xq1#_VA$;;EcYT@=IW}vRS;&dqdYn4$2@Nrg1V?-Qx zaheH%JAd%-W^mqjZlH~4F}Ur;)$0H}sN{N`x!8XYvMn>uf_}9mBPEWaJCYZ_9F2V+ z@eK0UR&5ULIB7m;UK#(U)h*g}jW($$3}#6dt-`1o(MU?4D_nGbPV7?fx~bUKN$xLT z_la+mDgG|CVwDQ9w+ef%ps~8L*6Zg35a)&^tT;5_vKXEdjaAP$@!lM6>q#U|hxQk1 z(gNB`g!E6-y^{$*7Qc*JCN@|ASQ z4$eomiOHm3xx>>0&1W501~kJ_&lW_D=Eo zBL!w@m1K2D_b6-*{(~721);P)2&v(fYz~Mvp?sZgm-j;kcdW_eIty{42#x@)V|H+g zcNaGcKWh_ca@I32T^J&gXmIZN9c{lw>IshsNo5}RuA7$%0dg8n=fOh}&_qw3;ncdN zRPm@VRjuIxdd`fco6Lxjqu9s3r7}&Ib0yMOp|1|EXF_!Z)t!(?SGzLSKPwtn!8=!h zl}m(7jKarI{L|S_C!q9FLTQ_egs;z$fZ>DFb1b=yMc}MAwT}w>yaxZcQ?R~#PCcG~ z_nzgu>(>4VA7*uIah#L>ltilwbvn6=d7#BeZs5lJ%YF>W9U1B7DO;gr9ynu>EeBy+T>*h)+d_CYI^kW4 zA;##zssZp@x$v<+ICyos5Vm__FjUiguHYmR_Ax4#B0V&Y6FydR0nS@XUZ4HQc)QNo zv$(YNIhq3m2$`U~w3j4gq`c)^|#5>+7VoI9p-mq5fns?!(14iji`V&M* z4Rl{;uRUApIF#=O?CiP%d#?yO=Z)eYW;l@f%xtQ7&O2HCsW*RZtam?u{dt&0yZB3; zE23k2sxYxl7?tFl&nfIY7rQBH={8@gXSBT`S6q)4-P zRp7e<#C4iDy3ehYyY2x%9A`v2!=|FRdwxIiwP!-Tsyy(~S-%FwwtQ~8nC7mWEBv!U zka8!LFL(5ATQ=!rXD~TwY66)>cY&OGHBSU=Yw}?ZL`rh?sz^Wxh2)K%C%*m%e|Ak+ zyLQa8TOTxPYXfx`+y{-4)%@fQZis*#?wIOt^L&z8QT28i6(BAMyfgmcl5d(OBC}S*NAN_mnAe(Rv+y9GNE71uXFCc9GzCQZ270>X?y6Q;p@C!LNe9B} zJZVLLl0kgB=L-L=jggyA4 z(=>jojJgkfBk)d+oscM8mq|i%|6Ilj(25Z)JE0wJV_Nl4q8$2 z$V9cH%|pb|nB_9TE40}5Cpl=LsI;sj3I_=5W_CSL&Kh};$Q{a}%w)%w;=g}%^cp@_ zITliF^>RrRH;VzyZVBg>bSBtTM_$f8L(|mO$sL@kq8<@xt(G}fx9SFdR30$9RFGcb zIwA3Ob+1G)GUIc&u46e#e8{mPbuAl|O=f0znO#lHh-NAw5>$ z#O@eI-^C?7tYr%pGXuRtsdXLf%0tNJD466YM!B=CFishmPF4*M9HX2!G>(8^Y<&`t zJ0WG(-wpdbr2s6F*HjPpYEh&Q;^zY~hWZghu44s0E4*9+3`Z`U4gt>|W^}M@`bw{S z!lQ>sr9&CNx5o;6R%FZ8Tq9-fkw4r#BujFTz`4TlFRp>z-(m0$6d^Rv6^8F?*!N%g zsz}#Jmy=d%d4fASPN%hSuPmP{G|#R?;rz8CHubU2v%8xo9oFPIHR%kB72I-poIRM| zE4FJGSL6X{z9rK-`u;-yFnF+|cYPV?@{rVf>xYm^a)&n`R^wT8qYu))f3auRYsK|h z;n^p9%Sp6EY1jNk-j|upH)k$sM(P6ZeRUTHbR!_5H!t~H@|aJu=4cM$DUme0^kTBB zBY6hsD86WTeIa==SxwFReTl$SJJ*S`efsWkH=jSvi7_bA*7r(O)joqpQ0$dc`%!#xi&}P zn`47=JeXUTQ#rg&PWq<=Wo@>sD=}Q$_uCuQ_;lJkj5?gf`NeedK4nKPUXCBVvCDrQ z*0XGaRly81LIn6^L7STN{0J@a-5O|~1+$NNdh2?M_R2@jHORK4-ePoj&ee=>;8k(| zwpaHr^dCASKv8Qe2fNre=~OT&yH?0!KGAT8mb7`UsF}E~FwPSi+{oA=V`%x(g5qB1 z(Ss;wp5-b!n&ymWe3BWY%A_7f?&@(knc8j1Dn+ujiCwcw?zjE) zx}N0d`kpK9W7%!-KPfkT3p)5&O$PFjw5Wmvu>_mECB+ zrrE{US|(Pz>N%~{-G0=`C=QaM-U!jw= zFm@YXsv`n96DLA=%SNX)IjpfI`P|j_>%BruLrpQZQtA1Ym?P?^wE;<1d_4jFLtIANSB%NjH^$7(rII8K-}))pC)0Gv;2fUaZIp$tQ``nm6qme)u- z@=1-Z755#}InYpSi_D>{Ya_ie?GKr;u#SB?pDgZ~_|>?PJO6|2xE?C(-&c6+9E+{b z806&N1(`+Rc4R@ja7WXh?%G*u>`wSl;hz=jR~dc3b(#eD-k;87o`}K@qLDzQ{RXI@ z%usTTq|`3eXi92m&j`uc8p0puwZcuhEoD?8oNN8K6aJFYfuAO`I8@lfY@REO2xOfR z5jm@5*66Jdg0;kpqt`FKD)3n$Yoq2?mzu+NC-C}*m!j6JvWe8kH%D?ozpy!iI;+x% zrq~&(=$;wEr_02xI?f+;C-`wrMt8+OszdRQ3R`{`yL%M%$y=g9V8`y2?K7JDE$U2| z2PBuj0!3K}?NXl!e>pe!eXC)bwkLV>lu&ni#(s~b%cqzAf**4=pq;e5x2Epuj}`c= zFv#+7%z&VLWP41B$jMpfpO9!OR!i^n}Dq zOLTNJR#w*hG#Z;CtZ_DZE`hFUw6UkFbA3I>rlU(*Z+o-%R5aj~6E z&uP$q(H^A2AG>o4%2hN%sJf;(T&!xvJmd-8zdxdF*AcoC@=wi=5Ih%&5 zrmVO(p7*d5`fG)8NaoWu@OceJSzP_s3)}KdnG*e%OBc*1PuHC0Gz}OJs@9x&KJmsa zJRX!sAL&04^)U3jPZ~`<-)>nY!R&JEE&+kL|KPKtnD(p}tEe<~Hm2O!G3q}4@ZiAr z6r!h!b`7GzLVSCS7~OPZn^T$#LzP%rYq5ZJ7n-J^0=5Kp#e%O|gJ|zN`t!^187-4b z^P;=@$rE!VWOE$yl1dft{j`=GR`DdKX#(Lv^xVys5#r#J_@2Ri<5CjrQ@!O3;0~Oi zd^i;#)3UlhKcAywNF+|a(tjxS+5Lkc@4oi9?DD=o#~~??SAJ_uSvus=Y6)k)rLLBE zt8}hwn~UrI7LF!aLLAu6Fgq`8IYj_apjsW46DJ zT);;~ZBbBXL9gCni2+&~BPUA+viVd&^0}Q0_q+0|GG*BD+;F{Dw4}{T?-;;(!UOY9 z6Y91ZpI53I9STR!35dKk5(ElA*(;GPu>bD2^@|2R;12itLB00Qrwb2=@^|2hAr+Me zti5(Q#iQnPIPOs;^8kooVwbJ?Kq?g09^+sXXiCqfWO`8{E z01f^F=JcZZuo8BWPt`^GsDl$lbF;Wf@T=!P`C6|uqv&#mctZ^%WxaC`V<$IHiz!-v z#wwo>MgMQ7f}Co=64&;wS~N)X5yi%KnZ&0f8VmS-#AFrxZ6)od zDv)}h_RGbA_D6TyKhEwAw^oCDy3Li?HKESL7cNBG#q4^kSXXOF6KUm?n$_nDdO9Fp zNR@I2r^jP@bD}``Ozarj+CM1c(8&RUZV6=^K2=o4;Zuc}dhz6Jb83C9pl*sCg;6PY z)KAQ-@3%dnZu1PaSl7ctWccpk4m>)?{WfeMPEFfATv<1sbSpZ@Mx6SYuUQ6|8*& zO%n6#G@erOKg18VdYFJKe?)4obFp+9$j%Zc{utxQPZfztoYCU8Bd7mqXf<5jD_<+n z&-)ehUAx%WGupirAzu|dusZ4*IY#7Ip}KI;VAZSZ;ldB~Lx>?6_t6Y%aGo#e)X#bH-Gr!|7yG=z7nvL*G3P6()-1 zVy749O0~q>1TUFP825hr=itc2K&Y#qG-2cED8A);csW0f!?e0MS8hkuz&c1VBA`1V z-49}9YPzix7FHsg$9a2@HyAsDK_Q{q1 z5eiHfwk@ZH^K30S1=gJxTym?o84jTektxi36y@I%RiSb5oxg2h7k@S{6a4UI>dmPn zJ}E0fC8I3whnh3AS<;=y7e|kiSGc8P+e-!5ukV;z{-{TWQ{KF1dTDde^^F;-DVdq$ zeM)4@H~+uy+-1TFe@V@Fs}LgWORmOiMfo{`_Xe0`g6^CNFjt{&i1f)fK`i{nx6D}P zkO+gwnd5BBMKgIQCaSdTrGkw1@Qm4p8SwqM_$=lo9V`h#*lA#&iG$K9-zzeO$aZfi zaIdXT&;+N+FV4hvjWxf8ux*to>!Di2dj&o#$Szxm4gdcG6CSF)04wslLWh8Cwb&^fS^N~1ZTvA$zNKKn+X)AxYK3xo z^Q~OV`B1NlV*hj=o1|r--Ud`gYEK2S7V%ctc3e75-Uq-`#P-V43-stUY_mTie_UGFHW( zJ?$^XKI19!Lza!Eh&)$(UPFGV-6K;KLr*9^=#@FT(1>icCf+zOcOEPJy&|)~o41Rw z!t)mI>9&`}(K5+vJ@rgr!c*e7 ze_bQH@t411dGusoI8@5697bv1_oWAdEacXoLZ>7W-!cxdDxMN@$)7)2CXFkZ`Pu&D zlKA_-M4ot&>ASY6Gl$2Pfa+blqB)6I^{3^OS=d&dJZW7&SKzavrYmitnYrc_gZEg0 zr_}PghCig1O9gD76$JYK^670%6>*(im^2hE zUSBtpC6!Mn`Rbm}I(i0#Qzs4O!OEVUx|5!vn+b+y%*;8axO<%uYi}s8J(;URRL{9b zSw_O{e3<$xu$Gmk3;=qjdO|J|3w95+&pc{HojGXK ze!@|Gr7|Hwh+<^N`SG`nmU)|MG+lJ~TuDEc`fSgTOy!Rud=ya@yAKsXmzuUKWA9U= ztlE+fw7BQ43`F)&&AowdX;;|g9Ybfh7o#dPG|)Ai5TMixTTWKaA6`Wvb)-?fOw0L^EA2cWQ_X@8r zLElPp2+2vaE9WYwZ#Aiw9T{@=$o1CemVYZ4%1gy|4buwV7|X|*asf{jqg7DbH_8FC zrf76PJ9~Fkrib9oSS5MWE>VVH#t+DjC1hUMpyqAE-q`Xkay;j`d zpyrq|bA48A8ED4%_1w_`sB;L`s7~W z<$#%cxQq9oH=d&{=N4AAdhfPaFZNo&p9}~7dLB>IgSi-)g!cI6)_60jEV^-KX3&k# z-23(f)s0{1#?9<%4u{Ezhy? z{lwV4?>f?H(Ki)m9dJD74I5Xo9CenaX!2QoP$#VVx#prtEH!kl)650Xg=-C-@a8q5 zX===JIujn}*`s_mnJ>k->{2sV_Nqz^V9BT?wSR(xC|4oM9$N^U_u$-)dB#BeBe?d(qRuE{Jf6*yIx zR*3gtQ^s2Iaee4YH%cIO_B|h_tWI`}#ltMA;K1$;<@H_OD(vGLCcee9=?MWRy=mtK zFQEGe<>lzYv_D`df0x8RE#Cv8o&8-7{9*b=|DG_1WslnYVZ1URICFX^p1gK-<~t1a zri?w?^8^f?NEC;aU-xq^F)8b>o(Jr_;zArCYPC#>jG}>YN`iRF>zwf3At@(7d+jn^ zUmkaxH)V#%;3sa~OT~KbR|l&z9B&+F@l}Ymsk@5K15zVt(3t4__2N27-U&~VYiizd ziF=pRoQ}q*dD{=KYV5gFF7JtJspgFMr`4fcX2;pQIt~13IE*_vU;qC1=#!DAj0H5~ z(0f{^?qXMR1YjgAu#WS$cfYUvPAVHyukevX=x}XH^R**C$UZB)2qI4v_I-_#Sv*#} zUxWI>r;6h|I|;lHR>eaFJ}VM);zXrEhx7EeY{=#muiu=E2oEKGyvo9Aep`fXp{Q^@ z6_QrEP03Y&Ve%c~$f%Ff$5e!M=NFQmfuj>9B&oASJ-Do|0}x_mbzJ7pA{q( zJy(S3&Ea%{R8MkfsHS5F8_LSUPWT`9!xc{P3ETH6U@**D#gK|*G3pt}n`0X`7pt86 zYYOw8rUvdVT)T@p0iU1Kz_U;pRPh0m2Mc<$i8?G?NoU`{bbwG#x8J+2YQecFF|M3O z8c!pK;xKmLOx(N8MJKH~Z?Rs?i@)xLAvS&Xt@gnoLsxoSdvfBu4y!}UYF#?<@aGpt zjBHn(UEkn+az+Vtxn++{E1Eq_OAn*1OcHV-%&tn>q*e=U&-TrE0Xws+PA5Aekm_s5 z?}CnwCJSkF$CSzg<}JQ;N{dr-bUGT9PlzAJIk{6}#}wZy?6YEY*OizSq2nLwJ-Bnv z>G^Pn~PhsN8 zcE*$I^m_1^`Q?oxY-sjQI=YQ!x73vl}R1+YGK=-)wRJ0pS zMV~6Zt^xCdbDZiMBy-x29^I9>)EQMxbN0(5Y5pHeyF#&VJ3|Dep_!WMMr@a3f^sbm z5QmVC}>p$%JjRfrTV%jZdE8#vVO@CscP+FoNdWL^E4&_17*`VGwyk7-rZ!03Iv0YxrSu z7Pur@&p$VG!#N-5GTW!-k`MG$QPS$iiqC5})Ad_k60B0(_f^V5r^Wt-f?PSmLDx86 zT@vX_U2EmbQhe>Ob20XFgebU!BAJZcKX!EDq+H@XCBo>FMt`NbqHflb1JRS57aO}x z6Slk)mwa`vc>|$egh{)@PR?LiLR#WMQ@(tHMso<+wfD~z-u`a$VGTVYs@>RqdyFm0 zbRvf1Au+K9yRFa(Gg?`a0HQ4Wh zvlsqtg=1q6BJ-pCSb@q%_7idi#>cXk(mkqDW(aYnPukdWCO#8`Fp>ucnbFbWXh!`s zu_~wMr;74%ey$L7qv<`aOZ(*A!T-0DR)dh@N_sm-jr~bZZXleZucaSz>QKteQ!`W6 z$lczZNC>_r>AduNh@JW z4<8M8Sn36`86n<9GXETeKl^#bE!BXvB!QK&%#1tsKK7mMqHlI?1(I!iu5g?u@5{{6 z<&#=>iZ4$$YGKe+CGd2N9s9Y`qQXfIG>FUMbONS`OXB4;9EKQ( zGHQlq`y|61O+z#4V|ZeHWAoZ`;=>R_Sr8)^-quYg-WA*zB?r1oCI+vkMhZ&StA{RH z7!fTWx!#7lBZaZGe2>c-7F;ywmYG7I6w26LDc#;3F-i;AyNg+m?~lN#o{*j>96bv@HW%LJl-3xkxoXqn-?IjYlXrHlE+@`( zTxy9ZD5oQ=%!3VICnfn?h0~#F+EFJCw&E1OoJ#HT?kL>ZwvLdIY)&@b^p)4N!&Kvr z{@nR=%27l=;ruD^LcF0s`<%Ma_%@%L^j1d8G;Cj`jDCIO_Q|UhieGrdq;G;5RA=#2 z;hz=dHt#)8Jb5`^74#?%(;O?{*#W`=@D6_A{;Z=^@s`k4n`p+fUQ*$nx}*Gc<Z~-RQ2O$BOH8@@&_TqVqLAD%zhpR(yV!>+`R8=`tFVT9CX$ zveW(JyQaHX_sC2}l^rUl+%A84_#4hGmeg=J3;B~$&LJJ7V%Txr1A6z8XlYXaW9Fxzv!oIIz9~JiXInv&3 z%8FYZR$D)Y-VfJZ9W_fD)S%Z#!%U<5f%f8;I%f8t* z+oZ{(*S;o?M>oFog==$USezPt2ve5c{q%GjI?ukv>F|6jPiHX%AI1&GdDPNwz`K8; z_*#SOKm)zEIXQ#x zTuCD4H z3OBN}mvdA&`Q}Mnzb*OF(w~uh!p#|MZh00?J`>!=C~y2q2bqUd`<6vPju?Y^eO@U5 zvYWCu<-G+QcH~Q*^>c3ITGy$gZzw*hyQqsoaP8J@HLr?tIHcTJY&pEjK6bY)562|W zg7?Z%%*LOxyXb6N_F^n5z92^M<`B~UN;HEpOFF9Kd`+5>E+gL8LMuK@Fbf8{|2pcl zHhC`ghgJuZvs!gZ)#b4I#Tk_hDqi#X*1LZ3e1HAi^Q_Ll-YcR(ey;HK_)YD#%_#$d zTxq?#@bZ*rHXozl#Y$3*y7GAXJGd;5rwS4tz+V$`Un>IZ!4}M$sC5AP?mJ} zSenE?-M!(L=|-6t>~RNBH%?h4T@{aL(yQAzRh}Sz)z~O-?xXFflRdoexvz?2GR6vzMzM+@lb4Q{y<3sR=Qt zC;99wh;SC%-I8w9I^6hlQ5N0Fo~(e5eIln`y}~{#+BMesR?iKSd5-dPO9~>rFUutW zramNVqKOl_QU2PurrBRB?mpzTqDD!kh@y)&p*meYB`s%T)Ko*5OyzOM@adMQ1es@p z_+vTH46XTRMet#|&LX=UP!Hoh;h_@y)PIafM(J3u*r)Ukxt$&yxWhBliCoI}gL8?O zCqi?t3?1;}^YJ?%${g>v3Ncw#pWbwi!$(C-$R?lX27x!V2Fb~Sa}s%K?!Mu4_LNLp z7>cs7v0>8gl8GS>hs7@x3wKCyU`G5gYkCi1-3SY* zb`P9*N}2Y{T;j?%m1$(fdw3>I{Mqt7!lgNexxv3HXklvp zmhP0s*w|3u^NYV$;Iks6xQo5gSii;|yWBYr0$G1_*Po=GlqBbLDq*H9C0&sia5kqS z7;6EW|7o~>R1%4@e`qG&G~WJ?65Sx*MZL1(C3sNR<_d)LP#p(s9O1`ilox%f&_wA| z#S`Y}pgx(8mEuKEiEQ^~*?SmN7hD~Os|pK^vHN@LuI^S4I1Cy~jTSR@_fRHNEJ|`} z6qGh6n)mb#k8E2`a@M4)Mbq_iUf2>0jTA$4NEosv!;3rWjSoYubkm8Clh^NKlJnm_ z;C5_#N^*`0Vm2s?F+XXu5ojk*FOS`g>6Y`d`t&XH3d&J< zJKrY15F37~owRP2IAA$q3E6hSP=O=YB`_a%NgqoaId`|$diUQe?DHBH+K*}CIV{+P zn{8RoGs(i_h4fNkUlkO|#ZHUKFLa_-YW_>O6ww)?={@)whfJ<%?5_wdz`#`0JHpXu5$exUkq1PyNoVQ897zNrB54Phli|v+a@~7l4&|EC} zvd%86klkZ;j6Tfu!_8t?VPUrrjC*X_~%Jp=%zR+Aw;x+L`@1%7$-_Ez$U0giD zJM5L$#hw|*ie<RcKJ}xx&6aM}E|&3h238eDSfkJ<@8M{c|YG0zTSD`>bhb;$E8Niig;cB{cP9S``B|m7(Eps z8D`zNcBCwioosYI=lt7BZ?QoZ_C1?kv^O5xKgqKaFc`!nJ-*>|2}qL{Cr8Rf>W}`ec<8w`^w*-tScGFTVGM zoQU%Gw{2doxlLhnd_-erh$@YD^*=OkkfRB<96aPss1?Q)cB=TkhExi~T7exe)Mj(YY<}TE3zODfd*;BhR)?+_!ol~vB?&|T zd^&{eec_GN{+{?wdu29CJQZynO8T(k=-L#LWkHOlwZzZdD`}r=T*<}ze9$+{bp5NH za2}q*-+4As`JuffB|9ZahpsWpb%i>uhYGNltFx9kv#{!{zMpSB_lEZh8dsal#Fs3s z&ilXjgMByP#6p5~q()MiYVt1m4VGFB`A=ubUsv^~qxtsG`-1BEab{JN6~R*lzADgc zo7AUwJ;_BLWiO(y^66JAvmSL?N(E9~PMV1~Q*j!kFc ziqZx_q)ihT=_OpM;&b-?W2HnG#dWGGzETnLrxGp;IfM|6fM-d>4Lq(v;p5Fb*nJ9^ zT2aSQH*X84^K#DD%r;Jka%+?K<{OwN3pCYpG5>1T$P?a7?jh%=hYCMcm|UZH(!QUf zx70t$HFw{-Eyx*}d0W(;71wF+*yiqYqKk5mCW8|^} z&ECPTe2l$d! zI{ClmyTAKgs7HkF_;{6(6 zyd*ovS=JLd@@V+7q<`UT zciro}Kg8cMU?(?mC$yeg9>1JR8d6J_1G>NE?3g2+a0Yiuky}j;sVzZh5YF^Non*R7V!c8`ks1_Kcy%KpbT4ocnFhz5l3?YvebdeMb%_ zUq*X6GErS0th>DqBMesF7ds>gkjn^qUV(`N)jaG#iwWtU6&(Gfo%H>aX$NahNqKRL z_TB-77!75~Q@Am^ocZQp=j;yjTJd#_Eb-GjN50lQX#$yqM)@A%{$iAO5>K)!Fq;o+ zrOKW>AtU5&YHorTm&LOQ?mM!}?(tF)tHNw}kO8(M05cZ7rLKOYq zRM`K14YP(@?p*6X1@Zi#P&nY2RD*JldZ;i;yLr3@zOE5XKXxt)c$I26?u?0U$F()v zC)DVmv)J5FYorJBJh=pvHxvO=bvlVtG%f3`gAFAY<(()qRDFx-!m?+>HV!=VwUK&t z@s-rHJrDP6r-r?MTmR7^;Lvoag|fV4qvt$|juw7IdjeH(s7h~j2IT$oP?7G+?KJP~ z-NA}faqwR#oE{wN8tgnt_>MTFrr+oJtnM@kxQS!$6?Z>&QpI0(yL$1@d0-J#NM`N( zqcN#D;nJHAng`DS@j=o3rS5D&`iIwP`j!AXLB+mzy*;Ol89ctX_UH}8G@9nucdW3l z3UAR)^4o^1Io>OpHPrbUHEktrQ_i`%zom75OP9GvdrnC|w^i6@MZX5EOR8%`&gY5& zvj6&RdQXURf_=nfa&-fSthk+jT30|Rs76Owyf`(E6RHsFhewvp*uHK2IMty{?Sn$^ zB7L&-L6ijVC7m|g5|q=MA&1%*@7d4^&D=D2aAW1c*n0;ocDnyx6($wyDZJ5}ZQkIb zNQL{uzK@Rz|E#b|R=}>}M0p~-S8UfXu5fbCmdU#(a^-rU-QBb4cWK!i_ZA7&dj0zf zYZdGiuUbGS{;72>u_=PqE9|pEuW?Rtp1FFxDN~kfN6~NBW83o^LTwD&G|hjECaaWrAanJa->N>!_pEpq8?@1Ix=`nXjy>$2oyex! zdquEN-mYQaf90zp(~o;n-j<+DJlOpIudBN8(KJ?yTA%ymyJsuMr9KrkJGgmjvLwJoc3hUR{ z(Bc?*dU%KBB7WqbBJo&%WT?WwuJKjjtmJB#^!nxau2&u~^-}J5;*GCF$6s^g*NU1W zcONu8N5x>kTEf&-%7gA3$n#s+UNN)+yZ4}07{0Gz-+$%3f=!&ayPkY0Pxa)M)%tth z_j2($GR%O&*SmXE=B$E$iG%CPTKHcoV$b_^q?=t;f>OxL=KoQ6A^426d6}S`IY!Sn zRkYZ#YplrMfpMwFijQm9zxgX$h45et+3a}*;Qk|l-?1qm)X(uUJD#GkemPfVTjpv| z^7(;{?dsgp&z1L2nLDzs{3GRa!3>SZcAoWOD35NQ;IT7lrT+0bTiv62_Vp<8#t-o) znvX!H%&?@))Y~O-DcDB^Hv;XXQd27WnvNFosm|bwudA?PAU4!;0Q$HnsPWR`- z+j%ayw7dHpgnw#hhAK5E-Ld{&=_FaQ&47Kmi(Q1m8J^st({BK0rakjJ4tW-SsIbop zxd!S4+*RPdzYU$ohM1eezAEhf8kCN0w)3@r&&d8!5y#t}3y9)4Q>>G$+DHZwNif0O zQD@d3Hs$oJspd2GS*MeF0A2lZ*r&$dE5H=iDUQ>W*oTY{J3oaW9WZM~GIN?c19c={ zh+;m(yH6gc5WQ6>n_);+yp`{0rG<+_S?;%~XvbO6?s05GwP8b>gGt&xt`)$xcqQS0~Id&igD0(I*+<_9~t`-ZF+Wt9G~BQHciPkc3@i5_zHG_`mMqlZasMl(TObtmZGg;s~Jimz)_+>M@1!+7Hd z+@H~zF!RqSz4WO9rwY?+Ac@0Up1AwVbVc0eE8moKubOgKP@ec~IBS0_Y=|?R_mO9@Ee%PSvR6O7 zjz5wJ3nH+09ZvLxwmIqLAxLiBp|o?)F!yC;x^&*s5$;qSlvM@VV z7`ckJosfMcBa^&w10&7E{j0*hDnP%!TUYoSGgO}{-08e4375hyrCsVD#kt$_@mO(v zT;uxwE7xbmy%@Lp>WV0Io-qyr+ccf&uifH>k}(a{iIFj>W94O;(QaoP@=#U zhvB4}x?!$N`-}6VWN)aUS0EE7HAnH2>C1@bz1E<$UTrR`zRx`WelDm7z@=KRHY)&e z73$v_O*3+d+PLK=?5?wigk0peg@;;pZkRNvm%8lalXp?4^i)yZ*7G&kf9#>cYh5QL zxiN{z1&x9s0gh$FE##(9AQtEzR++ zXADe|$zR`fT|ZA~sG~Zc3ftO2Uo~5S+`i zSOoVcO?PAnqY9MHJ6;&>QJ{HtU!~k)!aG#aK85XaJ-^vk&c*VP;B*&W zVVu}2>T8YSjyAQ=%!O<{V}4@Y#9dc4Sj&GgV%>}lPmZKNJLddDx+}Oq&|Dx#YE*NC>qZdk?1Jgp7I<<=h54iM1t(- z-zp6M$2CkUe*1MCCN#(=SvcPhuJ<77WA}yYnpJ*I$-Ti+TWuYaX2&*TE^YarMh-7B zt-{Y<^7TO`&rVQNb1&C>&Cm^f1K6LCGeLdp*B$HxUOORnPwIRdnr|^A57;t=`6kGo zInIS^dx5+E2y4qYOK-MR6`s74C&Fm^oR=%$A!FHH8O)<4!AI-pggJ5#GZ=GBmKrur zZ!lHVCsCO8YieF7eshaXhg9d;yySZ2Y^}bo_sn`H{A2btnX@Osk20<6fH(4G=3!=KFB!PjB?bT4rpV zD^ahlVxNi9TBO|^(va5YfR)xjbXwb#c*9^*gNIDZYO7Rt_xOeTyNjliJ2GUVDf1W3 z(&ODDGE$u>ck1#^-pAbud^x5R2i|@85&GN^XT|A^eTzd-pUlwb3IhexikdX}Fmm2M zR@lF}##Ui1(Gi>DBLS$2_31N)onu6+)cw@niLg*t;^xE39jwkhilheOenDK$((Fl6 z-Tr%xmO_--=xJIccgzp0aAq+3?SR_6Oq!FPm+O5w*zsAN*1|nwXk4D+k83LmgZ)3m8QmLKA#>h)3P8Mb+evHiJ12rd<>Qj87uwl0bMpf0%Zy0P)ZuS? zaG~KG338yap3M!zhdICTb_&sFnJE<}v6oU8ivd^NMzo-HM_@IokWT$L$L6}R8T0hh|R@|GUHRS10_ z%!LCbkkxj>>0x;mOXZSsH#8r}%V+c8AmcIw?p^TegUV~K@#xvh^?JxQzMYQ1=Q&e0 z6!(R8>`)+io(&JWs<$LSpe4eRl8eBqe`MUCjG1=gTg&fTJtTgHTkJ`Ksqds)9E$c z3KmxZ%2fdS(QlnWIfAC%qccNSBjli+aP;RC#dPD0vMpF_Z!1JELJ-cUls<2#tmuiE5u|C=eTj#jG z3(Mvi#pl^P_VeeT=sd5Cwy!% zgw7R7Be)vp>Y-wt{YF0%aA9n^xJ3cEvo1Jd82q@s;Mlo=33%;5=M4w%GM zv^!tJIF;I%*GEhQS1r#|1^$l;k=AiB(cJQ)Bl9uNK)xZ)1qg|T z#vU{@zD7kYT`uuLB!#GTImzuo4R9YStT5QeYq0)y^u#{azf5a$ehv5L6i;Xc8l!49mRhZa$Oe38h3oj`sA=}E3jeH#Rqy_B zn;Kn|{L==jPWrh6reygP zBHzNsF*3w=Y3IsO!3s6?8r#%M5`$CIOk6lHyyCP>!CuJ!!nTJcW%*OUb51_K6yk`YD@%YU)raN{I1g<-bz87o!O-zJm^kz zRFzF$=_lanDHCs*1Ih61SYiHs4g3Bp9~I2SSB_$6@6*@mrDDH^X+<&+uP1FJjP$n< zpKl`sZFjMfOs*WjG*5d#d+oo6p;LMXrOP!(@<>&2&RoLg%H!Qdb5~Adv5(z$eM6z= z3;gPMp-~bEk0Y5evvdVb5c2NB`c(0K4KD-@4<4E2qWN5L&yhRow5TJ=cA1S~<_+gR zaPs={%jR@R&w7Hm3O8*+Xrsc@VLUHgw=B~oraiY-+(8C9MtPCa{|_#cRKRM#Wl zlM$TLj$Ug1S&_c3&lL-Uda5vdRxF#Km%s9P4gb6bf)*w# zT^WKJ_fnff8T$qM?qNo}zB=LfVfqGI={AgQt#q1C$h^-=MOa6h+2(|xJv-hxSKjA> zVzReJ@AaKcx{M9jKl(MX@N}-(`x=6=|9SnebB*JUfI4I@;dsy;I7d zv!4>|sb^Q*QtsI9+tQI0kSK$4$));2@IeSz4_~LCHbOl&w!mG<_ zv0XAi3frtPv(Y1)bmtdlI_0pPGf|GQ#LSRvbY^6JRk(dtyk8^U{MnJKme#qa|9Cma zc@d^yn_3X-j+LX1?Z55nGCwLlu3=vl@gr{8g0L+Q7@8u2HF4);miCMxaqW1ex=Ihl zFblu&U27hSAwRMhV+{D?MB))~9vcd>HcOd#pmJj*>+ zOL$}3&gygu9i4qPzs5i8-SJex5{QRuocyGi4obg;yYC&VBTW-oo zOuAxw0!U)(O}*#F<^aVE!<{bN80XCGHLPf?F6H?rz*nU7E=)>9YbBI`P3z z5NmkT@3Zmfea(@1mV{l=4u9~0|Fy4lnm5?C(lMXE9EN%p1yFv{)=xO4JgDGNckx1^ zlXwoNdg@MJr6`4&ViK8?N2jDw!ZqW`s1h>0kP(U|Qt^K@XC&TGDe$F#%|~#9k+H z$rK)BUdqm-PZc;+*k{G|R|@YEZt>lL7Pok!anOVb`B_o(xhc2*~`MWo+f_Glu$PSPYF@fm9EsrEec#z&x@I1<&2K@%cUR6Q#X#==}3AyQ}_My{jzOB zGZSG(ns= zzbg0~rRbM?YP~j;HvM45+hz8Iy5f90F%lc=*M*0ooulT7v$|HWoO_?UT>?(}hJ^}n zwxGJM1P;eKKIbWMP2NR+>$Yh$@v8MIFQkQ_$z5-=we1=_y}v#yV%+yqu}WSlJWW)6 z*GGYz!Sswg(qTxL!^J-x8>$*N4@h_I2(!Hq6jcto^!kWOAhqL+QaatB!Ste05ACm-3b0o^gXq_7}?ZZze zzO@4lWA7gZ4C$`(ymDsy!K}Tg~NYoKkGw2S3x$!hd**u~i4P-g+7*~>{?a_UkvfZ$ci3tZ(7ESN z6>NlctcZk|X?>51`{85-4*N>EWBto|wo%HIvGs)@G%!-`I%cqbxw6>Q1fkpsO#|8N z;J8G2!29!&+Q|Iq)|HR-ZHFpS%W)c#)7)pkD5PdNw4));=|M!N0%rfP$A87DFn`SU zPWt**F6ml$#p#tZsIdJNQF2++tt}$T&mx;`vo)hxquXc2=QZr3qUp26>z8L1MK9gi zrAGFIPZf+)k;4%Az#l5?vqG;CuZ|#Sb6ROMbC{rrq8ptX2t1!>|8*LR&i0%x^vi3u z)-!aC5-(z?w>x53j)QyFQD*63$s3v~&Dpiut6>|~PbYE$ruE~GvGa9)S)4NKH~&-d zRI&2cE=wJV^HVv5RG$o;c;8RqZxw06CuI~NBR2i-;ljTH#t%4^GtiyS@hN%imlk)yP#7!qY zmD$CrBV~6`!ll$Pdr ztO#pk|Csn(O+nCv%>d$_+ol8s`)lvcK7oEwOmoNB@~&geaC~Pl^L%dJ;eRJ~n3whM zc2+l@R=0DdM*s}A^HcAe4cBqR`U)ZFawM-)b^4b?TMvtoJi=@smBovzvn* zd6?<+eq`F0l|ol>%VH?ACpGp=abIoYDQ@O<7%l zx5V+9iYEEeoBQor$0*FCvRcd4D{yU`W+y9Qn@NnW{Re6uh1UxItk9jX=}kRPNigfa zU)+xs!>n;OH@2L*(0By0{HV39dhVDV@E|<76?ANTZH0uxpfMtH+T=AWkP~ncA|UEo zZy9C9m*PW`>ga#OgR`(&r{t*>6Y=SO9yR89k6l%<~2 zkBW+qdZ?fsjr=W#GKl2&rZ>vNS5g!*8@}$TtRIVhv8R>`jw@-5oPx+>Kwh<(zy4O? z|6hf*3g)V`^UFP-V|o7Y?ye3_P=4t8!sY$oP`2)vCpBYB>ZLu~y-!xlRW#?O?OFdL z&T&pJcH7nAf`7Em(LFKgN|*DNI(#GFY~bFx#e5R?WYM&910^V{GDUmbb@Y9!@Q(^7 zuNzUOfbva`yscsYP#3JJZa5{MH%&nHg`BA)nQfGY4fslyJ_kgUDSfuJ(&_t)=WPW zULPe(mj5YbmALP}J`tIycj!)fH4_h}*qwBBV28O3qy)R5NtJa?` zH{gA5n9RAdaKU@5aBxWGvBJKtQR|2DE;PB=ZDRn$^Wic#WqxufiTHPU<$r9PJUSFE zJ>jEbXtCt$Uu*f58&Xr>W!`h6#b6G%S9QLIoagE+HdH^C9m+4Pp~`8R-h0X$u+3jK z&8nZW7hJVoj}_ZBj4K>9WLHFh_ql+3+%`58ki3hry)Q6g%KE+&HeTOHh1;fn;#Rut z4T9u(IzGZWW-zFE_;JMy&K3JL?6X3y5qs3w=eNMdA+bG`>AHS0<#=u!_`**u0YyD$ zBls}*s=#*z@y5}7zYgDJ%bm@{@!E#Of8BLWmQ_1_zX}fuH_Cs6n||+NUT#S~k62C~ z*8cmz{5f+r2_z6F@O%nS9{<1VN2X;7Y7KI2Vs+d{g)>Ub8WChlvfgPk)zc3m}*_{&jrx1Lqf6c8@?mB~g!vSWzZK-4Dgf8J%7t z|A%oLL`oH<%DT9n)T+G>me@U2oRwT%Hy@5ma^7zf&D1qU&e^t$d8I(0x)JnqnrwU(;UEkR0DAy*Wp8@ZL&YsjUi!KIHG43=^OZV(LN0GxaBU&B)jfu3==-fYh|`>A5NCcR$ctAdh98q35g+n9nB|Ja_O3}c;*s%*$1m8f0p z#h5yACl{Kd^06!t1PxqEO8CM0!3kWs8`T#7qvID^wTC<(vW}hol%}MYCM!!Oyg3r_)f#{>T(c_`cD ztb8T_O_-w8o%}bGwKv*2mT|v7Zgx&`jz*21_1^~x|FoCVX^xC`N-DHRtkK)^;lw@P zd^VX2=Y^(Q=b$C()SVWEk88Fo?1pg;o{OwxOSzN$?C$Nt+>L0+Y|6ZH&BgFlvAEXS zI}Exdal#oJdd}ICPQTT4$VfE_)Z&Tvegc+rB|APk9ax4nHw$PAfF?@EL~~tjD8G<~ zHk=*?^e4z_JuQI(J?o5(!}ipjbmi%bl4$Qe{R~QC=Vy1I-(RkAS%~LYqv$?;L;GFk zek!O*00KdNbZ#kAz|J8Fttk97JGsMM3U@gBp%l*F)acB<|FLssTYZ^Ai%&f+vU9A} zPqf7M`L@nb>XqfZ&pFTQAF}kyVBI?=9dnPs=!NUVY&k1EsPgEYSe@?`AJ@2e7G0n8 zvYpZG>Z-BKnOUW`xt**vxdrv=Gy%^3{Erp>SwY;d?uUZqew%j;&L_|M<-&)cDP#m? zNj*(@mN!PGV2=G1eJ$O|N5$WQ_X=Us^RDjXI@_<2pY-;r@vtHghI>z@&F$6?UeINr ztEt0;TY{W@X7{vTN#6nYps!Ndp&%z6qoboh`hU!(pdwVkxy{k+78j=hP1v3^iw=OQ z_ow^>t-;)O_F#9yT0M0J?Bp5xR^i_je(GQ?y~AAIsQ=zm|EC>q@l(Bga|G4Sps)Oc z!V_~X9Mg_C-9=1DaHo{%>5BI38Hc4h%K5G2Y4KeTJY!lG&sR%V!CwzysO@yG`+}QWka#xis5_WoqHb0c|bF3c5 z1h?c)I`|(;u%MHoLeMroZZ@>*yAX>}SrzX2yLi)_P3E414*cFSs6c*wfAJmP(NVCo zF>{Q#bHuGMmiHX82eIj zeP84H{wvp4g_qS$^G?qUD(r}J*v}f_6jjkNl?8Z?cRbXtZ7~OFBF8w(z{3GU3-c!u{j7kn`xC34* z@c&g!Ktdwzp>$v3#8d#GN`X;E>9n<4V(;J?6g!3@w&jZS@GVn(d8IWc#N zq58*&Vdj+FL+EH)8dI`5S+hfVex875VH8PATwk-KGspmi&lPUmfj^D>|@1cUlrVb z94lIM+@XR!h_Fpp(0q&@E9||(KCfZIGMU<+{{3+lzYyb;$LC8oPpoh4wj#g5$xm8* zN7X6*+8u^6>)G>-?aW~#U&+UP|0+bWo~f2Y1Lyqgzt5@fYB1Pm1$maAE6z;&a*m_4 zJz?9Xt;R~2^34}N9YQEMa5fj-ma|%heo*F)QwFB4mh7oQW3{J>e8xJq<&hjn?o%=o zXBVsb>AY)3JRI85TzCg#wGWTgzRsp1q*h=Opj2_#?BqdbueFZJW7nODI<=6vP_aqt4#aLHa+t7WB;b&`o6~XTG39PIIFPg-y-Go zC7<*@-}-*Oz3+!p__e6xoD&`2t`WoFJ!PiUq=6GZRoLe>EPL&i;?CMxVnpZ8%wsG8}=04};aW{lB@rTZHo_bT?Gat)6+cr0?nJR#o zoV9Ep`E9+p=S@*YXdu!*%XBhA9su4FE=Q>h$<^zn!rm(qvuP+xah()&QwJ)9v(L&+ z=lR?p(|n+fPgi|G>P^vm7+PVpvlQMIWlz?d&)7Ki>t$os^d4URQinaea=q^VIwOi; z$ND`z%u&je^p`q#+q%CcfL!6TNvHYTD`$<1hymctLE||gD1uBld4;f&Mb%>kx0^gy zR~3bvfJXwI);_7*Lq3q77|d}vr&I(zXNwCBJ}aE2)#wv%Uulfd)y@;o(V2eP^Ka45 z+19z%E7i?+jDGS817mwrG&k|`y2)i)a}qTtKouc*C<^`UVO9{ik-B{LtO1lmNW(t4 z0+Jf4NH6y=h;yPOk-WHQ#-M0R08t%I@Pl-8qWg>AX#_4y{Usi%H$DcQH_4n3^uBmw z{*5|a#i?-}lXNXyOgGq9g?(P5o@;T?otEB%F5TxmcxIqDy_&?zNhD79NS=>egO<L1Go30^g@+iJ`bHL=hr1uJYuQ(@f(6rjcj*ZXzNZc}*Dj=mFJs`wo z!R|{-GjU%Pn~x$Tj=xk`AT?XIkH_rQ-OEShcv?H9L@25dZJ#&%G*hXa=9{jaW1h2P zlY-kRS#ohVP6-c*^JA@a-d2YjD^R7*Q-yt8Lo)2VPra7j^rJ%jQM*r`X4yywJM(N> zc#zE#?-O1rce63>jM9IIH?E8-h$~=wZ)4VSJA=8OGN{&S`a7G4@PGCS%9QBN3!qF4 zZ!_^!qq~DxYKr0~c`0Y&&lLg?s2gx0tVoNh{+xRGknGultmg3jcd>%UAg9-doz0&EZcflx@NjM8OT@p`4u{nXK z1%{q1xhbS26UU~qiP&oE?xw1tx!ttDt$7wCmDe&yIxL?dw632SD=B$e2L3UUzRW_f~RFk&T2{XEL*60P~ z%84(8O9(gd?io61N2YAtvN1KdUkWO^>PewO|}8jB`ewD(w5Od{%t_l~YQ04Jj&Dbhcbk zH_>Ri<|Pd}j?rwMPg+ETO?2bEV!MWYR_HYn08t<3cy+QM$P${(b5ZJ``H!vh@X3Kn z+zC>SRdnpg*Fi%!zPRV1%eXqFc z7}XJY=5G8db$Xh~V!86kqJP_k(}5?vIO&m{I>({j*!*q(zRPZkCnFPs5xBN*pHvY= z?_ExuD{*oHr^p7%^%AXyxXw~or}rFQFz-{>Wd8MQB7x@2k)GweJpNHlfP1P2YCT|V zOSOP;>vK(pJY%mFo?{*yT!|}>uNpy}-Xk4TuraBj^SNFzxWYdx2u<_tWKm}^FSnm| zdflCUAbxD6Xs>aC?jGiqjh_5k#pp%B{aj&R*HF*D+Qm}DtUQBr#q}?)K}F|^>*E?> z#=QH|l5)vI*N8I<+RBm3cZ`1NqQ5Kby<#!C@5JD~203%!r>o90L}WcLsdH-b+osi# zAF&)i`NPCNWK8;mDuAX2%`r z<>yJx3(U#;Q;=7>M)vfd7+MtS)b9Fp_EcfB8#KR9_aBN)kbU3NPdZic^CchI>1k+l z)4yE~bP6Uo49M5|tpcAFior7f^on;s!du$Z9L3x6a?aoRFn6zwW47_~-MBsNAJT5B z;;a>=3d7emh||06`%Z42ojE-7F8m9k%d#9RO9DeFd^Bh7EK z0ShmJcuvv1`YX$6IRDf*H`L3s{7rra(y~6&@ zHTDYWV2|9d!FRoe3F`7rE>?+;ou1^Isp1v!$H=#{<_w1B!aFxr$$Q1=Y)bKiZ6dLI zhGsU{#@URYHr@EteQsC{N}2U*?Q_I=zZ7L)eUz|E>CiWo&tK?9o^T2a_R1GiCIdESIAg?|&xhE1pfOAsb-NOKiDDM^bXzHyZQx_*}OL!p8=39k*UL*GRu|4bT z0O2$!V-F(My|&J=YgPksrcUWk9u&Ci`+crdnmL`E zyyTxcw&}gK6EN}wOfoH+csB)RNEX&E7TXvjMwJ-6Y)FQkaEGSBlc`ru)Y{BbeDYe> zz}zypqqn?=!4chhobi#Nl6Bqu?Jg#IAUk9(Ep&36=PwR*N^6XW@VE4uBuej4iXkS# z?)W;O?m)sI0{P?mdqwnPFBJ?Vq`bQc42 zovcrrAbGFd`N{byJiOV->>`N%38QBgwDYN8kz5*D+IEsiNBs%iw{}P zV%aq{6NBFD(@FgP=V+?5&NJ|ITl46CuRn}5K9_pAY1CmYHL5yyj%3jeCOak^nG(b1Woe9}iTTVL%fyU$he zf=AC54C9_31try~^@{z4?%|#g<2N4{4}9F4GXar694g8w_%_)&cvWPgL1U=KkCzJF zoj-OT(fRzMcYXKP|Ey3QpJ07DDWXq$UB@ZUsp5J{siJFqRe(=PO&gh?6rtfgF^9w7 z;iJO7Dq>{yI|n+szLhcZQ-x66hk8PyaudAkJw!d}yyAj0%9v4wqho!|8u4CXpB1NT z^e4IEqBXM~eBM93+38Rw`1(9~-Gn)%sC@|RjCsR2zPFj|v{ekPfZKb8;rkl){a3y! z62U#= zxk9Z44{q}{P3SH~pi|?f1Z@?^-tzi2nH9HaZ`zgAdU?()n)*7OeBF-veVwf>Uxjm) z@A|)9DwuMGp6>xx=`|!zT0jlr$bM{prkbqaq-{0C*jc)d)B#%YqA3lbnl4)H} zS~O_(AJCfR%!I7(f>Zh+{ZN%E+x?RRQvW-{!HH{42&=>KUQwu%s*OQ2&tlAAZpx*a zS(xZ>raFTW^ga4C!SkJ4+LhULo}?LByRhq1xRL{@e^nHYnD(BXv^9_aRB^slfHP7z zPF`}*P|SjZE1-hl8QD~kHQzg!6iUe^6!b#Hj9xW2DZi8=jLkZuM3RpB2MNbfMnLCfB9DhJ}b;luJ=hHalCf09(;amTuBKK zcE%aYJL}ggS(3i3PVhX{U@MFBz?dOduc2BVJLsZE!!9CjUU}m(p|Q2!cYlZKV2R0e zx2OGln+;T|j$SI%bND)CP>CT%tsn8C^6CKKF{|W3p?lf2bG{o_A-u7@vwteqs`QJ-4V1{jKU-6j*qZB6|7u4S8a9Y^))_j zD!D+Uy(c%VQVb2#w9da1UN0`oroFdtCUtI~xYtgnXK**!6n36(_A%>u@nEZoactPQ zdZ;!vx-Wb;d7rv|On$SonfLyj@~VyIq?erUJbAuWK+>VQi&gdOP;6`DQm~jR-xc=1 zU&Exr^#*V`!41h+o~LxVByILomF$xp54kJVN#pw(_Wf7hE1G%b)wE4H z_3|V?9kDGheb6|fl0hBrYau`kcNA3BvW<}}0%f}lI?!=?sVT>ZoPF?K;e}grmL4Z; z-%Ny-*2$;nJV4F1dw{YAyyQ=_dx+c|MU?QdArr(MO_s@}8gDuQZ*N0{nfL4#>DPVZ z7JJ8WBa=J}IF%_AP>qw}pe&O}>h(DKPU+VhlRElb91;vmGxA>Xeht;U4_7B&Y`Xc% zC6)@$>cL zJ35FNs{BHJ*1cvpAVz?6Y^ttpuJ<#UOL=ZkbabYZO|tf)3+}rZDEsNTBE!Np$+?|aT0)*0w}P*K#bes!Hzaae~nH$G764uMyH*x8sB z5Z*hbImr0G3ncz{Pl%1WtHT!j?M3a*7aZJPUAQmXUODCS8~mx zhq*Xb1CL&6FBL7k1CPFNuh;ngE9I+TXI}+M{KUrBPM)-t$3aisQIwYM*sQ-IwzcO9 z`@Y6kMNr+hP8u?sM}LCmbR3W?XRZQnU@g7W4w(liX1Nh&3#MO zO$Rvf#a99X*D%xjG|872nV% zc#A3fw@rc{88gdu_V54h?-hx$Z8^NKc8c!E#C_Uu=FvY_;G;s;!atXGIabLV`A_!T zm2jT?b9BD`bw|EFD;Bo(TJe32GWAlVCMLWAIZtmB-b~F{;9~0?GFgGVT-Sw~1C^K0 zL^Qd20(Nqdc&@O|YgE#=_1Os}=2R-e(0Np-IqcxfVd)sG>BlzuTZ!g7S}Q*ztmK7s zVB6k!(9X0U)R9n5qO}~nJQWni26g5@WwtT5RvGS|9STl)7UIg|`RPx7pI>T61SqxjY|&jYoix=;!{&3X=-{ zBATO#z@@l?ov#;6+vbGz-V#$*P=yUIte!6aj;3X~@Wvl2@L5sXk0Z~~Iqwyqb7i>$ z(PBZELHVKhV}@ONfWA!ME?tvj@phdyaVIVMC|R|y&x#~OJXf5qk^Gs<$SrzvuuF%- z&kBF^$;%4+{3|jyz_7^?5SO<1U1SUumdXT<%>^IN6lTVJTtt%4L7|b zR)?$Z^R;~!&A;{TfC*xl#k<^3T40UlbA^3gqfJ6+7jrM%GFvuPV3r%OCwH{x@#&7d z4K zyDe+!>6T^-PUn{`2k++dJ>+Tqq3*)ZKE2f%J^9j7g%j$;m^AG#Zkhgrr}Q75j65hH zKCfZlf91UbjCH8vW2`}cfBmy&72#|Qw~q?@zJ`5N*w^QH-90Ye_iyerPZQE-lMcx` zf3a{GK}wPTvktutz z!>0Q4XLy)SyoH#ix6#2x7mgj)r#hgeW!@=Tf)8(!|?FS1(xe z*WNw;9oi{f@{HBolwjH;E30_)x{j?ur?abh=hXa;IwjK&jM94bg=|A(M=yB}Tyulm z(_}O3Ea*vW%Gzl)TW}3mXcldUSu|=_N4ae83Myv1K=hTb75y5?4Q$yQ(&f0>rb!ex z@%IY#Ux%>v%6TCpWXCCW$382Nfl7}R_I-_tp*dFYV&c|V6-aG$oyH}nDEqNWs*xEm zh@+U=rfc7$DpC4A7qMa)l}Zgt3XnX$I`O$-KNDv1##*dT^QfEyWiI%Z9=8689PxTj_6gbF<89zF3Qd}%!srOmedTT1D!Q?BTM zmre`B7ixYNi=j%Me+Pd$Urw!W6*o@)S^+-dZ2q_{;Q{2*oajWc^?$qCvsy5?aITuw zu*M``+NX-xvgc`94aZwbcVdoyO339Y4~U?rj2Vx)X=p#@BU?`5es%re`J68l`cHGw zOow(~6H08E2ZZFkR1~2b2kyq3%PQ$k%55Hp>;+P#wG`$U`ub08bN^F?aRstP*%Cm~ zMU!}+`er-hAF)YI^I(s4YApxB|UMtAttntSv8!Q#9>K>K( z$e?EOR8cEk>&D%RQ^ToTUB`DbL=umv%XEo)X8M z$n4#@HgKfxSN!^y6Hi(SkbFh`n;pH?8oWziZIN^XzfV!DAiHL&euM z(oJi3IYX}6c(1U}iqkcC-TslSQg&ny^c?X?vE?T8EO6#HmrmSyb#P`=I(Op)D@fj} za3#G>t81Vg6RX#X^{!~v(X2+Vx~+%Y`*H^wIyH~}%4@1I=bj(6{7>_o?WZ&X$k}5< zzbH*@dG2T*giZI_b9lpt#I6S)MP7rr#vfKGEMI(A)sb7J+Pfx>vw@KKudA9gT_aPq z$oGR&-J*39uJxb~!_FGSk%1ss2d;KHNy8R;;OceKD?|GrQO`4sB;WZ`mCY(#S4#)Iy$fXyoP;L z*uVK4?-jqp;P;AjYJIAp9@hxRm1)8awzR6szba|QnQ3IG8?{=QQet8+rGR`9W) zIZ)|pNhjb@QY7^->%MR|Mz4x?Uim}aBK=xNN8O#(E#8ruVu<9d*2Z>?%Ae~TG$(wF z=-Mvs`}Y(4Q!?@09|lbg22SaoR=G{km#k%_IiJ>^EBJ6STf$}X$C3xDC_YFtvOnvg zzjZ>b(bKUDJuhT)yJO+!n7Z-}WwBRx!rz(76)wEJqyJOwVya4JV;~X_R<>mB*Ne%t z>`mu3ZxGM&-sR*g=0<*O=6psDevt5CUMjYU)iCj9I5@{qk1NO~o;V~&Cc^q64&k7= zPQ7xS%q*VvTMI(Q zPXr{~_h_~>wdK0vykF?d;`iM@d6p*+&X)AOIyR5PiR^^+zUViZEgxv*dhHd)6?UrlzJ^qk zw~Ma)#E3A`HbMNgGaEe?y5^)8od3mi>pt+TNnAL`Tg6@SdJX%kC{;Wf6Tx&Xv_ADh z`j2H;-BShJWI9l6hV%e%ap48)fn2hmw%Li5PcI^|Z&xosS31gn8ADGv?CRBbpzG>s zzj$-x!ZyRX9m?Xpow5^}I6tL~!hD}5lxN0UMM0k%dR{A?=MVg+VZl}52MiYNz5UZN z{YVFFfsnja)bGT)f(4rAs{KcJu(hQ)pG}<=?M~QM5$-k(jie4wea2?@qYu}nd0>`< zY-e{?=j}-DPa3>flPhxx))Irgcc0f&<}}R;oY@R=N~$(Ur+|pm9r|q(W!bd%?-lzs zj4KjPn$6jV&K}NhDw^x8)qG!k;f9euJ67M93O`hsRAf?3SGHBsgn>$$OJcevc+ZZ@ zZ_~Ta?XTp-`@JGX89>j}iT5S(4>Yv6IB1OYG83WlZ?RQy5FRCOv_3f|e>uS$!iboh zPiRV|{zq|5?;5M4Lm7CizGZ~O%6}a@*sHS#8BhLGL*XAI9vgq#@P%uq#;f@`URUu9 zhFQ;SOJ3ja0&_@)^PG9&wDJ!FCpjBUHEP=AE>7{#o{rfFvA`iJ^N$Z1X?^O?!3?gK=)%K|3Yg6-qV`_%8Q#`Y>NLR2Rl-pzXY6+M1SH_;9 zn>?jjF5UK&OuFlGZWwh-GkLVFmdyICq3C}&``RSOksR6oIz=A=;Rd5o_rKV5i2=YJ z5hQDRZSC#8S`0H&B7=a#Kkh2b->y+o?ZpAJ6uR|eWOGKlS6_5E^R2%rxohOcaqbFr9ti*^BW4 z1IIK>Ycr5D8%pkvGiiLEc&#q#{D@LuoUU!GR_4x6<6Q`ePu(JO;W`#feoEwRyU&XE z%@oZ%1K-ZsTJd&`xi;Np`q4YeTEfHB4bOc8HWkJdxMQeZEqM4$JXRQI$ZRWO6MZi1 zL99DqZ|_^zzeOrcDyrQl?m0zFr7N+C@7E~nqTELIK3NijEw&mRbDVk6D>=tWMwz$)XMQlL1-(8~dYtwZ)0t!J zm>I=j#$yEmD#Xbj*mpZEg~;2N*kS>qjbfc1qLtOAweS<*sdbuQh|0+v`JxyG><;{){iYK?D-mv$OXYIkCho})JqAX2vg*0 z7<1vG`#e?E8c4x|L+Zs3a#4iP8|bTPSx$j$8~qE*v~DZ>KU6Tzl8#)8z>k77#PhE^ zECZ@5FmbVRpN}?Ww7X98Zpo8IwF|9RCh>sud|F?L96)ECN@z zwSaTT>({yqFIfMw?A6cc>af?W)_(x(hjLc|&~j4L#=P^ya;^{NvN#25ac@ap(6z6W zU1MyDKc2ADZ?HIa4*q4Du+Hj@A9Uz9cVQ%lY9p6jQt=C)EBMC@tXom1r&2taW9im8 zy|S|a^T%>MtvMqXGC{syiYUf8hD;-98i`;cl(X@lvv2EG;4J1~75Fk|UxN;$`-GEM z=h<9ma|NMzAuBN169I(wD7U9Ln_=97vv(+&s034;=MaV&UMnaJx}iPHF}mJr4)y3J z|8?)1_YujYPFtRno|j=%K_~xBh3_g%uR+k2Ymdw4dg1mPJ@%9znE`i$I8geeUv9Z=)NLoJ`WXBig8zAc&(Te z(TAV%dJTWShVLiO>)>(0f)`#6_1dV&6kk=~0g}&?4x5Cj$ZR`(GkLmZKQ(v4%6^)6 z?5Zh>Q|bcj#=?X&QTyb7geM%3FYT%%|B?zk#Am1ZE^!O2H~ry*d%m{6RQPKJa#C^S zR?u@udVmy$}Il=WNU;|J3P^{+nu=>vIJu z{O_+p8gJpBUc-89ymPm#%uuhb`9np#vL7k}{#ZT_%AQ1R-h18&Ldo@5VT8cnUSq8= zxkhFlxMA-H3uNZfU4^}0!(J-vZ+?&Gil3v+%TF<))i($3*cD)t4Hhaa(IY=p*!wk} zD~NRi(N-tQa*azpCxG9`5XY2LeMpe5Z^$!6Seb1Dx8!u*>`0 zimvI$-u9;ZimQtl8!nuK&-Fk1TlY1``^Tnq+it9IDY!n@oASA0pNB&g=5N<1L}2xY znQp)lD%{;(Cu{J7oTwp+WeDr$%H--irNSL@-shz6)1{-oj$Fz0N}>VCd+@d*o{h61 zS3ytzfHJvUwN1XFPQus?{DyU&PFoG`91*7FZhq%pSsI#Up5uFc>G}i@f;T?Qm9~eD zueU^4kh8HH_IzAG6Sn{SF+;VHnamPBvEL+qaxW?SC==CUbWfx_$WI-`mUHn?)fous zXDT}j@aHj_md6bZF?y_!9p+wxm#<16?d_4BbSBiDJgYmge!DAizQwN8j4Sr%YU<8C z*Xg1{^!uYe58cpE2OIlasKK&z$H&PZLv7PG_d0R{zNruur*KCR{!%r2tocCMIi~Pn zpGY4~PWP6p?>5ZD?<*Qzea%RncddFM$$YzYT#}0P<~m*HeUz4%^2BlWQyU=fQglup zryqC3c~nN3Zmg_rtSF0f@uwS{)a%9xhJ0F1#{&p=VJ!M6<7sX2%b_IJoLI)*Z=6g< z#7*mJD!I43sfdrFr7`BNfUsawmKs-x<*@MBD({32?WT@H&(ZWYSArA!&gGdSmm=r) zmfS&(rY5W9{3I8zeiFjUt3R|E7}bll3^Qn!MEm!@RcN|yJ zvLJ+*eZ|`~Hv6byfxTt|_^I>bB;DYhU2Tx$_KV6@_S5YI%>F z_x=#i3=}*nOoU{p#y)#=#ZY{8`q%a}g4`5cKtDQL4xEjiq}}s`8sSZDumKgLe2XVGaV zC(pAX)wG-1&plOu)TGcmDA6zDEb#8T;qA%pZ^BF?AlHQcdr)%mQ-!@;!(M+10Zh!5 zJd;lR$-%bI$Oige-Ye|6;_Axdjk3d&X$`cbhdF!P^~9XqQcyCBp6hO%*QcIcC;QXo z|9V#;#;)h2ii&6bPN3B*rakZUC6_O8QuN5!Xu)p~!ONBLEK`m!}w2XG7MgsZm zY&ineY`1P4b$`56*xNPkGg7DG&<*QGGaAmoEt6DWwpGVTCsk?k8TS)DM#HvS!1nfl zpe$jc^^w8T%{Iz5J(E>e;H;dUbf}{_lfph4UaBfAr@7K~-XED8*);Ej2)tFuH9Yr! z{rt%9CEAtN)43Dx)5!@OdoBy@Z(UBQ?CC%%cUAh;zTvS#uK`hUPK{MLlWw@ylInI> zA>`A>4E?R$VkX>Z0ZToJmkM>-Ya5zhvXeMJVevq03Az8rHHKc}-ecGAb0p>)T>UMd zDzMqUorHbH(|76CPSvXmK6W}EcHoW+gA>Tk zp4-GOc*vRNYu$6W9Lj9To1cwPePV6$OrIsmSVresJ7?*Qwp}?ikuBW{n*9KS~l;SBJA86i|f=nrQ8GgZ3l~s z*|qC&hg6uqRrp&)Ap+L-mApAaHAnKkU2@Ia#_C!^O26*S_bYP~%DUFK>4O(vVnvJ7 ziDEwD&5bYP*C?%Gw0EU*66=r2G*;G4b|`MUtP%^Ua8JBwDMUa2=Reruvjr-6C4xjG65ca$S=^ZZEcllCt_^Bnf>5z!}cH`3lOTXV}m%DhJR zc1eJbu#2W{iLvKHLxgFbxVtci7i7X2yNFo~vIW$1?B@y=3*J^N*O0wBlwRnX`-XJk zt!3IR9<;KcBLteeEoc^2p63dGt7w`L{L=^#i|%Asas0(K zj^_%eyng~#COw(WA9SigPtU=~4qm7NQh9y7sGL*FJ)!qiIzHqWg` zv_yLAPruJT@v$QHwC?Ja?hWv_3VW}hSz}=9k4x*@bCV(C^@+hZXmLw4ICdIu+0Hf< zR^4Mr12=sGfzI`(3V^vzXY-^6>j{_c6Vo-J1^2LWNz%fjn`CFOi3sstOjv5LbeqTD zR;=#G;%UFx664z5gHNd?N7Jl3`5t%4ER3PBXL-KW6PW6Iph8&vrNYzs+E-`NiRB1( z;XQH7pU<(&)Bbp^c)tdeMbc3g$proL=Nmha}RK8amklX&NS4ob8B)SI^9Qj}tbwZgQ*?$3|-=75E>InoMx_EKf8 zf8)gYXQe8Mund7bWE?^UrH{ayGW@e4bO+_}hBzeevCukNpqtZe2ey&A>#S+Licu!A2eV zMxfS1@6#drY_sjIQ8;;N5YtZw=WpL6-}IzhK#B#lmQ}*3J4m$~Hr{fi2=SYIpfb7k zw*;ZO$4Ik^?1HWFau_j!`<+Vw)_k$(KPXaZUqMgyq2K;;Cj-`5d)x(IFw2ck-k^@H z@uggoCC%BnrTreWU!R)9?iia1F@@#0ZoLL|`J51=N*&9TyJQdYx&AEx@zMirv@5*v z##Y_J7507&d#SL$`8}R1YI}cI5oexyr;qw#K9M1K@j3b)*{!4aCwsfNG4pS-yk)nR zsHFQYzjD%JVd9mg9qfGHr|wnxL1&Tl^8PrDvld4#iIa^z7Up02TBkw#eFYTAZ78jm zv+?wlZFzi?&yNyDpKU{v4AtOmx%EBJ)mv^fyeFkZl&ylv(*W87g^*k~62gHOe2304 zmu=)!aZ1)Rcfqd}mok=q4~lIHUlwcH$kLm}T#0qtM46zwRLH`Dkvq?mIf{c`W1)G^ z;i@O1q~`shA}xq+E6R#M9H-Cx?3s(dra=SN(@V+4%F@eK)y7?0Z4kF4O3FK3-3c#t z2Q*XIGs(!WW5GKABNTRFnl&~Y)>4$&jZQ0P{H~M)GP>KzpWjq#J_%#^n2XZSWwHofpI@KphWA+th_?!VuJFX$u1r)@l{0%J?$=@|YnC9OC=XtTPyN7W0rlo&sK;NlPx9UIz? zk7CZsh32`!9xDw0>8IFIQNDS8$Js0oVd8y4=7y&Vyj8#`Ls$JS;Ki4+uCODWB60GF zEf+m8zbl&_xfW$c9uZL1Z)H*B9n{$j&fiPA6Ds0Nnvv%Ud%H%u&YpK^^3J9iSkvWP zlZ*SNnUlX(uZm>MFu$;SWx=`2(dU*3b>%60Um+`C-Hdqaa&9Xee{l_BM9Ami!s~mg zfWZ3uisx(aX($h({;ncC z5Kl%(gjEsCtma~s4k@JZcG>Ywk0QxPCD-b~Q-K67*=}wSnwvVc1~NgpD=vDEDUu*R z`i2*_cN28%uJpwWS@e14A^xzG*BmN@3y&7?JvD~D>mly6B1%6O|tPTu0U zRLoF&sj#+0!9F=j zpgwi|FGg6eEKcH=iO;uD>JA^kCz?_iXsVK3MeuUA8C0p`^T!Gyb(*pmE5+T5mxCv# z5=}8v%}C&5i$9FVhSwK1OR#6`P!*-*2kE#mD%b3lF7|;bg$) z9kBQ*Y1VUi?pUD;6GCefFs47Q0~{2Z}X7+2V?;{6&!uQ6Nsrb>&u%JV)Q3*&C`OC`+}!Ynu9j)o7Ki!V#{+V{!D zlK}wGW@NPaHnGnH*ax~dRNcvE?WDl*Ji8EcN@+~%+OY_lwiszn-vz}e9VGVOU1astmv@sAJ zZTogp;ja~&Ici#}Ow7?&-UR`19^YJ&S2j**$7_XtaW`&jFBNWNqbVtw>DNcBik29R z)nAG+*i9A|8fU_tS-+;t&{57UfB4A&mb8ktpL2h#C`Nb7&$jYq35*6eX%+guJ=Ni` zwmdz{W{}44Lrj;O3jDVUlb=H92G2m^#mM7_Zzo}xG4Qjbi_I4Y|k}6?f8OY#7uiXcl>o>mr@$E*ABRZI7<#q z<-M*aZhS9}eG1|*W^RM=}pzs6C5?%Q|eb45&;4;9B>T;ne) zvI!pEIYxJyk-=H<<$>5zswzo<;B{~Am9FQy8}2-IE%=51-a*8ci%-26ea#m?Sb6Nj z>e#v?OKy`7-=(_-GkZ5o;%B{}c5e~ZP!(#aj@E+08N zkG_9NPlWj-rQlXnHeP3tclX=K>{{~0cFBR1*ayw8BsR8(@A;Aul1zJ_YU8Cd@Jb%N zQka>e$XhS@O&8~dqZIxv&oe2Boco4$;$HXXM=#nnBZq|tK)TIa_fZ6AVfiK}(T&qg zy8mf<>)T7k^)zgrxy?2K^4w0mN?7vB{s~M;v*Lwa3P$0O`|R%F9{njw2fSesC=fyS zsXOJJ)B`oxsnz>w`P(IJcH+nJT0tG(zJgEen+iJB?<%me_Ga^tJ>Arai$^9Y{P);r z+^K)qrN?VUwn1l8gm|6~3I^^xA`sjjNQY8+o|OcATY;dL-c{TrI%ZUB`Qx6acm8^H zIiQYX_rB_Dk*>cX(UCg7SKSeV_o?X?fY;qIAJ8a`!nz9ngu9f_` zA&TV!a~hVT>Zf9l7Z*P=FugwY?p!-J60>7_sj$Zid%uR|{ecbp2iE4fp?I?AH`nj= zQExHG^xEIISB3feHQaYw9{2Jw+9MOL>K3d?o1Q*K*Qf3~w%i3LBtQ9FCeNu}`VeoD zrnONMYjV)$LgkKww(VQR`THEXsOz ziZ3h}>u;LN>-6fZ%o}xHpzn5_*3#`HWfn`9^6`Sw5(#~ZhYJ4Y#5wMcWg;NU*%W22IRT6Ry85t+%b9F6v8%Ax zie)Pr+UoYrRWgfHo9B|fFehO5^^7`193AnJnKl7?% z(>qWnt%TfZ$$e^CwZh0}>4Ikd|`(-bL^=a~P^sHEcS^PTO9 zOblCdXiy#i?-dtp!JCofOt?%1-jTdt*0b1L?JMm48gCV5qHVH`7gBj{-d60maLRT$ z-YPsWUbB|_=FEbgZ&Ojouou$Y6L#f6q%)8=l>RN{zE7W+xAZ|*m9OYtQ-7TO`p{WD zlzyJoafME4y~j+lmU3>Zsq=VWgcM<~R4c z<>=Y`3^>U-UwT;jF;s6k8Xq@@>(V54bc20Zo#cY2>R;wP#@OcBuyN~I;5QY=ONA`N zZz|rd;n_!f(6frKp0Xqd2EY6dmH|6Pz_(7@Dy52vEz@LN`SFT3G=#w+S&exg`G#e0h zq7c{WXq5sBF4r>kA%SdHylnv^r8|-cPE~T%8#R5uhHNzHHfqib=aS8V={f9M4%*zk zdaZl+6`Zf$wxZ}LKCn2XHqJMDx>XZ%B=$LM?~aU5#U!@pg>yBWSei}Io~icvr+sxp zlL!emjLaD4kXxQ1&wlunn*0>MdFJvKJKM%PF#`|~syp%WW1|^zTY=XKD|@ka;!ZqM zGccW=D5un6r+;%j>A>ucb90YTA9Pq_%t)rN%X?gtt*2uwr?Rx~_BZql)3EvB6`%Il_iWv$6h8;()2U6}gfI;}lb$Tf-ut=W_LqWgqJ zn2FkFEL^xC`;G3~b9viR4zD;-q)v;K2ipqs_iNbuPkE^bFM`w2w$<_NBQUG(^qhzy zDC*hUX4Uh=-Dwk?I(l1^i_axxH-7t*-S<^V{!mdEs)(shZ?m z8}H^3L424$Q{#<8nL|3q?k|;@!nG;ddLqySjL;>o|siVorf_xsP(v1WocUuzRT*uIPQILES2X7tFR z{OY@b;=*YsedhkfKjPBs=i)KrA3jadxA)U`RO7LQpB(SXT%7ui-ZaKFZ%<|N96`K3 zG!<54lu^#v5Kgbt^!ixAelYlfK^4 z%-z6(D)6M0G`%)w?-&QeN#m-GDXR(+Ye1jJ{Q0aqcdsE_U{%~BLJ=)up`TX}4U~SXB z!d|bTd`sCAnngyLKUUziqE1U?L=ZbF(B_Dt>4O~7Cj&Iq@3_F)yRM*L%U6vjjY zcTYo+U3#k9Skl5758^ae;eH{!2zoY0I<{Fp``wS8cAoxL;m;NNhLRnh=eO_A75-X5 z$Q3>NU&0HWYy{+~^uos7mkL{0H_P^Zg4Xb+fVjz!VSg!{yEJHCCaw9VUT?8>I-DtV zmA?i1gl%Ek59=u0P43E4@qCTrwW6Fk`g=})if{P1sh-4q)68w_&Zie{FBSHF4ST7u zzxh3$D=O{xuEKb*lxatBVzkvIVi6 zg{3$I`;X~fEVSe896Rs0EUDogi?3w!0BE1sad8Apx6$22;`q>CeqV9CUE_HBDaYUZ z9!mw=yzhTXtJwT4Qc>(6bex|OrTwvD|CxRZf=}MX&OZpe8F{EcTa7UGiFpT=6|^fi zu+p;TOsI1ulsSAkEI|1dGMxz3i?4Ks(a?r^5gvniKO&Gupa z+_6rc%GngoMC4YJ-zUULZ?;OZi(dP&Lo@*>H?6_`V@58`w)b(Sd_u*8%GsF7Ug~_! z$>$i?^g5awFd^{UGCys#7wZ`0B0h z{!$Si-YKlkkuOuv{q1PH&v2bJ^2Kiq#7d=x9-ymh!jsPPU{C6&ih`|OGKJBmlbhW8 z+n+Lt8OQZBq=>vt(d?Y>l&FNBv{~GZVQcn6chdXQ>z)q@LZ{xzXJ%aLJg2^r&PkgM zEgr?Q2>$6zL&6Rb0K;_4z7pkOW^v%@x9`)5lQxMxb2@xkmU*u843IX>iz~4sJ<&VB?lH>C>yK0 z3R;7BN1VObE-w`|uEA8HORl1S9;J=1B=MydcKTVreM_btk`6Wbr*oII{q}>0a&6wP z*T=CknOq@wLIdl20a%H;n{u&68pzdGqD9=X{?2`|N#fhfG-YMy_dDPPt7; zBPUL&a%(PU&?jmhx#T!~SAo}xtyfl^+Lym&acYc}I+A-&OR6=aj9s1DMl<@cWH2w8 zDTVgjykC%*W8QJl&cMlif63$;#J(n{XHzX8X{>%v=tRWYZ`v~bn)*5jp&wT%DAwe! zSUimGd|jslA0Rq6OjW$gpK|uBwBMa9E1w;G-7^g_0&-6{CQ7AN+6I7TU(-@9pn|2n6)*zZ=BY-2z(V?EP;=Y!Du z{g}Z<}UpH_af|`rxtR-~3T!TWA)aMw4VTd!#iIkEUAV~9;Mou3z(8s93?L)GMzf+%EOD%NXQzXmc> zcx)M}UeAj){Y!8Jw%B-i+GFP#Y8%)4dH#L3tUY17u$u*lOFPkX-=zMbb$vs4eO@U5 ziS(ZRX>fm3#+F7iT=0B3$2?H{yZdx%n=)a$XZy@=E_Q2A74}kLuh%d_YM`h!Cw(93 zG`P!-yG@0>J_g+KwJ(YsQ2UpSVi}c`x29&4TY(Gq**mt$r3I<^3jhRy++LPEE_=bk=*2Vi{dc ziu8y$&F;HCBzmrhGnk|JRAH~zD2i~)p~-t)64`9w(|I}_jpdXg<)e}5sx=?hKWCvP zJBd4xQL;j&FATztX> z8Ux_XALjS=a0h|iUBRuIX4UYP&v%)qwv;mM0!JH*uUh<4&1w9+vjYR>SF(TIPMw2~$MaO-31EO4#iR zoH=#yjWT55>9u{gkvToj6k+6B|^Wh z9UmiCfuDi~bC~Tq1AncEzWbqKQoHUdu2;=th56f0dA$Z+uVDpUVg1y>sVWZ@uh*c+ zs{VVx@JYO_L=?%DSbU7igSorSqgbx6Z4wDN`^;0y z`t0FO*u`Uo+lo5XZ%Rt?uV^ESV}wthtmkd2J#7NiEs4?y+_CM~f88EvM)o!7N_?E} zE8J3q*SQ;B4%}{Az50Cbd+FzHDyA6CGz)7Ki2AvR5F5;3-en$$qAI5cvpdX0!_E6_ z(wY~4{cIbFi7EAwhp5pR}77$45vK z8mXR_y~cHwCAAB(Cw#5I+H0Tc2zu?@yO(RGhRO$WN-i-msh=ybsj%0IevRZ0EjWL1 z1QN^~TaExkaHSY11pNJ z8eW8ukIqxYgETeNUn|1n4ma7Pm0r59AkGc(`M<3nOIFRjisGUld-waC8VM&_mTgmJ zc;l(e9nfBVVML7FAB5gxn=}!5p0tkS?X0KD*HdBV%a*t^GJiBx-)}YWSW%PM!!`Wv z8mJV>?(^L-Y4470?Bt7~+^;j&)zhIY@OZ!3&`d1H7Oo^>j$&=3b#3IrnefJ$=san8 z=KT79K04hFH1DwDj?Q=Rxp)vI&cFJ66VA^ms_lt7rkeD4u2A=vn``j$WLI(g%{9n5 z&YKUK2Zpk9^E7o_nx8a#AbR1+M5*bC(jcC}>g?l$ZP}6^Wt@RIPyX-O_t}*20MexL zbV7`oyg|@9C6AtNdWAPNI-{d+6`6GPQ1N^X3wnI>rVOyS6lJF{nMR_SO($*(ztGuH z=dL2@6u-mp+n*QS&YtS&24WELbE_CV(qWl)w{XEtpA2PPb=I$c zLO3?2@$jmz%oC=k+-1Hx@vk8FSSg0!xcy#!EF{tIZ!6es4U2PJX%cU;YXj|>jtU#r zulvI78JcWeK4`&#hvvLnAbHuoF~f{g?dJgX`yXdVH!v~BQeiw9{HPG+-ZA=md;n%W*H&yYc31oc(%Djg*-ZH!e@}v310cBj_96Kg^7~JkQ@0<@3pYtVs6R>AuebFE1oQ&<2sp;*<)n8*hj}^BvvHgaE4- z#DQDXaW{Fu*TIrc)bbW{@~RMyVzFFfT%{DmWowSoS9+$*s790ha$Nh<$#u&9bc0=# zxVn&Uojq!Jb=^q#F8hfgSoR{IT+y26+NmACDJg}0htlGscEP)fYKR}M@lr7#;Gs;& zvxEXIVXASQ6LYkrVGOwjQbpl~0AWpFX9p_A9QFO;t5a*FmQO9uL1f9T9$Dy=dw$_- z#qm;c{KYlwc&T{%O~W|nptAd3{+nL6-&eJ7nUaa-72eXJBJqNz2J)ok~Zl2rA(skF-AN<`uR_r}grQ&$M zhW>f~$N`i(;2cBI&W5yJ~g~d*jFTB%DamL$T9JetMg1?TA zDv%Zsz5C>Qo%f2j6?m>d5FOV0qcps*z5i(--*tm1%hmK=xAZmZeitC0i8ccvcYJz- zu&$A?zWUWU6V#DUlv^ckHNENe-QvB%{=+qR>zUfO&AT$4uO0SSkx$0_3|8gze2om{ z)Qo!3_gy3LlPQyYgMOX7pQCIj-|`ID8QpH2(F1t6tI+scV%?B`vcFaMYX#?72xb7) z&Mul}@90-&4>J0N1qnyuPb}dn_{T2@o$1kVAlju z97ga)Iixn9iPP0{*w#b?6n23k?QuWmO<|YV7CCSqoz;0ZK0kY8hO!>rYmdJDrGt&; z^Gd0*TcvRFPeaw}o1DbtY-0KdEZs%vJV*Bm50>k6D_C`&^^cK1w{S>YvwR)-{$x)# zL{d$Pd9d*?L+5_Eva)`6AvP7p6^8$G4XKF7LXstotS1Pka|pIo`xj8kuG@B7O@0Ra ziIvKi_xpDhzn9ZYIKleu*J5Px>h$@y-0A10{Rr_3Wv@O-IN>elyeXrkO{bZ#o-0)1@CvRf$Zi+VzE=aB*6!M;lAtns%>$&)xWuYEtckQ1O&2<3D&xbp{cN4^3x4u$yG75h?DFSwi|COQlZo>1?OMLjASa zX0(?>syHm4lq|V*@?BhKiz4Fc@^0{SNIhFJt=qbtZJckPNK!arSm*OQ_1a;utnBn? zDee%G(@0@A{{yn2AtyaFUbvVVTZ782bU>)w>n^Z9Mo48-d-LBCx6VLV*{ z*9w!0GE8ypP^wb`J-5utBDEmG0${;|0CFgs9JCv4^6jwyIX`F6KPn@{-2l9;NKkg(-{7 zH_cb4GP^*zfR7d8pDT(G($Emp%WmQ>yuO8J;N(z7I&tedaaeiooYU3uA891fG-uxP zEZEbnyT4d4hYN?1ioq4p?CN%f$O@8@={iNv?i0?PqD(18BmG>?62A>Kp?uzAf z&Ua2kSruhV-ib>V*0JshZz_(r3J+Z)ol*;L+&ww|>lx(PkGbj^jr=Y){xF5*#0&&| z-;QCD&S0@iK5jR>zW9F>yY$wRDVuGdjQ{y$FX~AnweeU`TI6)H$%-G02oUd+bXr3) zxiV)}n6lCr(wBL1R@!ke794yZRp=s4T(4X}QN~iv*~N!3V3+Ulc#n~H$76-PRqS2x z@;nXgEM)|XzeDv>*$e61;KXL=Kc#IGUMr5xZ^{+E+pgrWhSlero)_L&EwiaSw{cvZ z&9f^$6C_SIHdBEo2K!tw`B`J*{8Sl3{#Icx74~`!Sy|xQR0Fk-%I!)$4W51Stpn!e zTFAMP4eiMUAyj+e-4_nk(`CW;-WPv|N@jAPFhtOjt`?_~A!=jFIdj{%HciU^hlqo6 z(#`#W*QwnzLh6))T7!`ru)Zr{s|u@9W)w1#=Oyptsg7%T(FiQqH~Px-qc?E~aqGVL zQ|DPya^ENRF=v9gfs^g<)9-tEWtnYu^W+cH@#NysZ*dr0FpLLh6YKd=xsegDa`v7- zx7Ba~$D60@nxtqwq3$4MY;H5%b!~7YL>2Fi^Nr9)KZI+3sXgfjc*}Eh(?(6!j_TcO)O5e4x%%v+BGnn8^3J%d(k`<5Pv?dhrei;dMhC z0d#kdAG*=jD;wS?s|9`WbxMXvd=-o-fw%Xi6vjW&(xtxPGUd2?6FTvstmpBuQfF@O zT_#{-zu>cRCHedac`Y_>IBvcFIK{>4a?~kqU}L!F3`7qcAU$3D6ztx}gYXTM|EsvuOnNpWb_Z@yJ{_-|now9-A&FeMr^~uX_B?Tm5V- z=yD{F3w)JtSx46=e+})%6Jce)zS|0)(8bCvmi=7xW5d_`!}RZGoQ^&J5E%#qH_5aw z6|dLGj!iMP*miiLfs(Qt^upXXY*nq(bBFi0jF61vJ(jw*XX<#}>!RdpDl9s+Be!~S zI80yKrwZ3d9hqLk{{v+Oy*ahLcJr;rRkdKME!+Hpa&CF95cPGPQV^`q-z%`uH^3>i zi*lCIfWDF08>;!#5DruD*j+{ZlymzAij>UNhxIh(p%^t6 zqxrE}`Q6%6fJJFJiC@*C{Y1ZVS7=l*=4-{nM##o?c$R&lN?rckQKM3-)RH zo5C~si<^Gw48VKS(NZ!U(kU%{;W=Yj_|%?n2VY&@U4y>)Ew-GvSf=Qnq}VrB?v&}b zVKOBm_)$xH+9Q`z$H={*&mKShT$5;G<2uXEak6a+_l7WwSbLZ}lgm@KtI?gjv7al{ z>_qi*jdi0~4yShUmZ#;c9@PbR_lA5U&)#yn9+@hqXM_4dv%zbpRQZqnw$--XR&P^? zgj>vXX0P{t8IRs4DgMR?v0i=@!8B+?@ji(-Hr)~jdqtmIKDwH;7-&FXn!nh(1#jOUfp^`s5 zNWDvWS{t$YX}gok!&x&9U8ct5Oz`vKoH7$HH4H^1J$Tam!liR;>MUR;QF!We<<6ce zw((R+Wn0ZJwpWz-TZKPYBsRW9zm|+t$%{@$E+z?V@;xeX{5$tx`^0eoCPCT0>%5$+ zo_RT;#ONFn6!$CH`mUaTR(a8LZWjHEr)rT%^245d^6n~fJ=ao)X;0|Mw!N#EL+H~r z?5%<+GZ>9K>ef=sZYm<5u+O*A<=my*QQjID4U_yz!3)tg0YtRuh|$L5-%SI>n@4wO zygfC%i_-w>=C$V+CexZQMSk?IF01`F4el2}FUM7}9H+;*Rq0*l$L1QNU4upO+X{QT zMlJ+R5CLaTCQ|X1B7~9y^R2Mt6H@Px#obr zirqErwL(#A6X2m``gv2vdgqUM^xE#QjcRdzrsdCnS1}*`_BQ?U$zSt}XlEVDRlt&p zkdMg6D7r^aT*-=e+w3bNt<$&s)00kqb~v=X!=c-B5U@=yk3s!l7yJXvr)wKcN_Ys+ z`#Q(YUHY-7tFqJ zdDDGlZI~>Rv;HZ&tzoO{ihJ{rc5pyJ5}iCUq2__VRdi_PMK=H&Cd3S}LS34Cb-P ze%d;eE$L9lOU3bWjpOwi$Llo${}_Ux4emYB3T@K4@|FDJM=Zj+XSe z?uFDanYLy^77$VCWbQ0|Q1O&JGGuNm$_0w?bxN8zwru?&Srj`> zfK(js*RWtx!REAK?i<}Dz-W)$-ESvPK0GqVl3g3_ zKOb_BS-<^ahmk%|o?DL$Dth*tkAUpO&ZXy{&K%j}-c|$#_nmD<&m~TmqCQ!$r^;>4 z*=2uX9;%^ncR#>|R4o&peWgox;q20^?4OZz4Ogv~i#BpP_&1i?uEO50@m4{1P~*TO=ecx2 zgnD%%v*V2SK%y5bMXJA6U_s#;N-JZu@L^!kz1VHV%Qe)Baq;S`jItHC4Dm!Ucg~F` zwV9FbEEJ` zZOzl|M@ECPewjOZrDl9LzJXp_b8L`audKz^2c3D-Ns^H=Gmtqn{#s%FTCsKpT7g~f z(0-3i|M7Z_@p_H*uPsKmvX8y^L9s|4qFJ@{+#zO$I{MA~BXt&nuhRr{1U1{`YNUUVZ+xyU9=#ViY@aeyI<1=u^(@~yPv#E5 zmvpFbv2yVGS$%t0Wiux}D91=0Q*_suud(7eUdRNq<%A#PLme^7lWB6keXF3F40kt9 z-Z*)*?HZ9HKM%Cb|&dNMMbnjV`sy7nGE)w042*V8?B){pCC-r@WYu>AEJj|TA#q?xLms4kQ z^9uLNb(TmK&{I2k!Cxs?95c7t-F6NTwOhNZnCI9{4sY>;9xIObYaH)C;I(49 z&ngeL3`5G}E_5gAw}rVEBOS)rb{F|}xv4PDo41aT7}ROeNrEa`=|Ik}qT&(0yCN_3_c<18NTYI4Q3VW-FkIV&=j@=F?23z-)bQeC| zbH$OX=%tfBXudt0Mk3iAPmH_TG!r4FtDl7V=bBnRXHyWm;i})y3LZUlw^kS%l5y8J znxNAmTtEVcVO6bG(y3))dRJiw+9c;@Cz?VRBj&FC@>6mD|R3 zR#AK_Q8J1_WP(bz3VW?st}(F(u;S26H=55C`BQExn6p{4$Ecx}&SOg=Sc zHw{gu4m)#tH{4=n|J+yDV}<#D`YFORdG^UJ`Ub`6^qnocByx~Z-MmBm=*f8jxq9rWq2BzH0l^#+Rmb0xuHv%ecotKL+XKGE9)2HV-##Tw6|E~-%{%EDO(LNJ{CSa?H)U> z4#msjPA7}FKa#HBSV+ElW*j%^VWh2wiw_B*)Scc-K z>-H@>X}neVbA_wr0dq(e<#cxj`<+34o8FPePT|Ov`xnL7iaDHF#box9Ed-2G13+a&79{*~uQn6j!77$zJYa zpcs*!VQ05I159=)!VhKX3$u0PldgH%CodSFIE$`-aZS5XgmrFcyfHJrrR4I)Wr;ft zYd&&JINz2vkO%$bk8PYNW^?1J;C9LM1HI>#ebnHj31{SYs2a=_9lfpaw+i|^I@h{f ztWe(RtlyXYzF|Q(O1I{(6((GlFSDVj|G--XmI`~VkZU-lNbIrTq}1G291_F4Di2g6 zaaX}%&o>qC*FZ6o+>0A%7gPyY>zLK` z+jr9M+scxk(kgG6*_h8z4VA8AC9-j`UWY*`Y ze&yk85j1v2SDVC*H&juo;O%`2$|X)j-I@IZIxU-;V-#f z=JDSUqXg5*OReU8GDj8#x6>XO%)}4|;_psAL}YdP?p-OaO@7D9daC#{MjbB|{A0Ei zQgU+*d#MO{_PNP9qu%mT9r?P|aAv39RkZoVC5a^7gsB(PGr3e)#2<524R9jca|K7o zDMtY1DC`|E8b;eD-#Eorit6iV*CTr$eC z=a25;uHur;bghQ=mXT$%;TX+r6Aie8_JF%_ltcUI>U;>h1MLh#cU-z|rKSgRW&rq_ z|H5A3yL`g=M$V<0um``UJo>UmCq^b?!6=)=#&8Gi_~zp>7Ke7@ab#Z3ia z<98Kr*9fMH@?h2b7~FyJwi-NV=kcdcr6buctBrp_NZw<9~R^>1roV+(4fv{|^0{M44i# zHTNiSP4Jb^f9AZ=PyVrIn3XPRdEdH=bDZ_8#hfeCD~lbtTf$|=eNgr!#J#dt*lUGc z!*7yU+jce$sC#}?u?L?j@LCbK%5;=Edj3n#tsaY8G=!-FnSfy~JlN55@Jyz)!s(hL z7rYpEil0`4irl=5E~zsS7}%z>(0Ma5U5ZRH+EMRpCZD@{Ad)^RZ4iX#IG-rrB;}R2 z99qIkZ?}SrCPMTkWqOm>4#H-?= z!rrc7c&~8yhFK1$E{8s$A?H~5JMepd<*#e1tgi}geXBc+_j8m~vvH!}45~RVP4AyO z#>}L_wf8NfJ>?Ih=|7`wlZ!>?65ogNvTDEUz^HE&$w3?S|?D%|NFd(?Q`6kD!OleBW#SVTZ}K8= zT_iVr4E4Spi+bVe4N%yp=zt6SVt*J-??8+ki3TqBX=;qDsm6@hMuVyITwid#Y_3)IvY(=681E=mqGPTTuZR*C4=T)IAheh-Yc6Av%G zaK7HXfi8qKxGY|+)7=Iy(x1j|JBu4e#5{UXpIBFcr>>FtL5q{k52bCK?@a|Mo5XKC z9w`4(Q^_}j9qb%8O1XC!6*wN z0=2PAD;@i>g3Q+1iF>u2%@w5&7vwc_;}ULDskMQSc3SF}0awX>mafiCAIvn}3Y zCnZhwu}v3mFI7p)=9oL+ zN`^z@(uPw!)P&d7@4`(JF5Pw>-KB5nNk*mObasqY#d1G`_`M(F2?86BXMc!O2?*Wj z+LiDPOiiK($N994`q~5zwVq9ik4DCxtVx`FsmaA}y7@tfV#p}(D{R+GrAFd38bAMHj?k4GKoBpG&)dB~8Re_mq z(Z1n*#;ej34_X}#tu*g*Ki9Ngi5L-23A!hA+GzUXE!TK#l)F;SK20H$V(hWWe2jK@ zxs%KFtu!c#kMVcw5wYF;g4J!!tnGlwp&fZA3vV2CCWB|7ZH2vEgC#{RuQ4!``SOUb zqHAaUCSi&>B-90aVI}G2Bnr&s119#UhYRGbLV-PtEo$q_M%8ze6gy z*3>R}H}Ly~5qMH!fJi4xZ|R;4Gd+_}a?;}@R!NBQsxZ7(Y|+3_(jOmvYITPL;;%ne zU{hgS;m~JnlXfGU#B=d3J@R=O%tXj6aF8ZoC|7|iU|U2W$71!TbJ5`C(r^BlAVfW@=yVLt$4mhCByB~?y`GUjNral;A5 zF1ZsnbR#qUXpdNo2;zTaM~LQO=1wyZpik7WQ`53YJWKACv^7s;!uHsObH2KCN?vZ_ z^ly|qTig3vPx~W1?NK96&-9yTay6fwxs!kG5v3d!YAp zAV#K}a7efhiiRGF^deXUm-$TWqP@EV&5phnXK3EG@!URF=mPJiV!4LxDu#8;G2FCV zVi1>Yb1k<;d$zlJc6FZ`WGcdI#T|Q)a(JuB6^6*~gV1i=rPr=>TfA0~ z%u_XqITZv7=L;r1)f}MT^la&+!5&POYgOcAA)0qvoYFA8pz};wldX##X3CkUE;!Q| zv*XZ2dUlM}clNr!?G^S~q1SM7=CC!VnLT!)+P7UgWt&ZZ5RR*kuX~w*d#MB~D9^%) z7hGgoLPzUMIg9^?d#Xwheo8Bb z64|7MxG@kSYe;Fj*msqtm+fto8lg3Vp|FoifD+CBW!2;H3l zu&dD7V_R{&UE?_3e@cG$4mV}Gh5H=sVoMXi=LcqDO}@H_nD*Hm0A zBp!m!wtsQ>-Z_p~oq@6C=1lbsw6S`u@J)qrh3kB)9%h1kpX`@IIW(UA$B-RPC4Uv_ zGw?2&IP?Cl!%`ctHXWv{Ft7JMS=!J2ZZ_(4{i0B@QAOB8PF z7;DAJ6SC8}pgp-+ZM*rLlZbV5ioaB_^&zRD&BY5Rx|te0LTW3Uqx#eAkvOG_TCnNHhwYnC?__x+(_)>nb}A_GG#Cpe9=xMO&-4V$;2?bufS_X z++Am%k;5-LwW1FdfV>RXP6=eLzpqFQ!nyi=R=z1p^X?l(Ss9$Q&3k%5=hP@$z|=P+ z7jBnlab)i>kq>z{bav@W1?XHFJLk9wp^cWgWQEf~+B}Ft#!ClWUpIB1NLLMPa_=)b z?$`DC*3+I?@^0h`s2V&NZd@bf-QXyw!|jH_j0$nr=hlhY^-^K)*LbaP4h2=W`Rfhj z?-ll3VSjNAY}iow+iC*YvTbrX9qucPck{e8k1%Z2CGi``ojO>iAvL78r!z252{l;| zu&-}ZN6vHg%MJ0Ab$4Sz406P=hK=`(Aw5r5scXX>-%eI`Lg*N*+GvswRaeqWD%J-$e61J`Umb zbhnf0f@}A>b0nYd|EG%UjrLr@IRT5_gS1|?REf zU@JX!Tv9Ap64)yi^5cbC-&Dlod3n2>yAvk4%fJ3Z`yilcSD+qup^yRXy-c#wVn%jG z&xPw`tiNp)Ln_SQD*UZNnw-X?C)eu73V*Gbc>Ojt)WgRaw(*qpN-@h{dbZjL90*<^!^miJK%?k%{5FaP`q(#y%hNwlpd(@ zPztH>mI83*YON}|`nph-{E-*G5dR1%{K6eFdx6zYlpe-zuto~Zbhr9YgdH}F|NQ2< z>sxI`Cbt+qI%mR+{T-4?O6aKMSS7$oo5Vi zW8sa@Z$YGnZCQ9q~vtI zcEB4SulB-QBCOTUqL#C#X2u#TxYw+Blq(=b9FE4^aY^hGRs6~Mge;;FrrY(>z44cd zlhKjWNz3zO@AT};&z^v)oU8aIPEk)D@%C`$(yMQvcSV^i3mTLim&*ZSWyzd<<8B(9 zJcd7Nhm-&KIrtjKc{dY2R~+xx$ZQ`dH?W-J?6u$=**|ycs}F6y-1F$-MEsM>j8hIT`L!Qx*q) zbrX+lu_|+&d2zbceVT(ypLwR)-PKz;_j9!bHGiGBxG2n_xNRUBiwC(HX$eSrw!RiD!SV z-m$tyM&8YwLCv&R*7HL?)2E7ZvT@Y{T7IU&g)1#_{T`rjW95ET?~nkhvh|yv!Euw~ zei$*kc1dXTn@)~E%X~D+85w4Dm&|gR)r$w4-Nju+ZoCC`k~fg+O~tyTNG{It^)3-M%`jQn zR_hhz)1f6^nDXgvEAU#89zJLLZbNwakyRu(SG3+QAP<10r~CP`z;1Hi;1?p0AwHV3 zTG>A2b)zW&$yJE@UEb?8-@35&7T0Rn^AlBysgCM;-iOgWw3go!x!v~ZAzJ4VMG>%=wf zYKW<_CZXx{nqHI1BDlV*o*3*g-~RT5xZNhmB<||nVdQ19Y$WE~&}U@r9K}6K=efAY zj;Zi3LKU6brLAth=Zj_)?8WFUAIOb!tDh?D^%`bu?y;oq%+0F1dQx*sN-Rd*1VoD) zY}>`>svuV8YxCapNXpE}rE#-@G{V7ffF~9zM>$>7eixZzbLar*2zHRWlP6z2O#1Dni({Zy+ zsO_7r=Lb8JP9#qgw@#2_3Y^#)2dgM*bA~+|3c)kLnuR6FJ<&LR8=^>f;Z)Y2?R&{Z z$ft-1bZQU!ocRoLbytUc`!5wQ*Qk8;jalJ^f9Yp;kX;_TD6_mjg4YWf|v zc)D5J6L$6W{5*V3WaDQa1%2Fn`;)iTyh~3`%&8UcqHPL1Ig_2-RF4eWH9l8t^&V;5 z`rro}P-G=s{?0g#)={B=+D}s^*vNLkt)>pE7J&^ofdo2#KpwOee^UsKT~(nj5wkAfpvi1FW>ew6!P6thuiz5G>Pc5X;CjqkvcE+55JBOY+F25 zxL}_{HbvJqL3KDoRGb%cXF8|MFaO+67JDC(xf$_3BkSJOFSYS&1?--)>C`!np0((d zp6Gd*Q{sf z&!fJ5Y`1`Z;ZoSJZ7-Hu_K5Dj?{X~B!@CN+Rxq&76+qpq?#Z0@nr^M%r%?fW ztC0WF{JH!+`u2X%kz2jgG6RA1>eaOo`b8=3F3&ov7W3@^65ujVi4-Ak74~wC+Bf`p zVVv89T;iduybF{vWuxNs&{q4ZHeOUV4s7-6AU>|^2~){|2G&NZ3afgDBlneui4OQ+ zmRj6HPF|fxE&&`siU1aopQ@+QDs?wfHcPu^K>Du+h=FFG80_Khe@y{3$80^F; zd&0sT!-W^m9y8=J@>+56#~RZOq^_N(Fz4xH@J|7(cSpSb!9ZpCh?T&%t;t&TaCoh84TaH+a{#N0y74`q2-?XK7q*Ge&VaWR@wOm70dhpWl z{?x{6g3wH)_j(R@tUY2dOV&WR1oxbPv+FD>Uu>oye|K(;`St&xBkbS%Zxx8;unpC=x3{s}F)L_c~QTGN*4UK&P&^d9GYm6GtHaN6fdBgr?nR zDY+c>Sm7zc!`f}JtJjisB#05gaGJf~C?$DrS_zY;6E`_%3zJ$Bloh2NNtwvLFm@I_ zx5=&M?B7LBUwv3BZL9h7m-o+w+6?Qe0kCs^ZZ)uDg~vuy&>mV?(YN0xi+NaMI&kk1 zlJNT!k2_b7J1ovV)H^t_JLpZ=lC5E!5}~@rQ(OYb^lw<38_=A5#Y@fE37p=r>@kyX zLb$cxH2x8*p74a|EMS@=0p>|3fuH&y?hL-BX-MUe+O-M(kWiPq(A$(dsyP1Q8pm73 z@fW|x@m%3#*rti&o-6{C8Sdgl;mpiXC3z`i!jM%xn8nLgk|xfL>bZIDXtF{vL^jT( z{8k4iDmCRatS7Mdx$=jQT%o0#=k|i5o?Un^t`oC5_gJuN;HR?oGOL6|&6@q>tQ2ne zsd#tLa#o-0nLh^s9VH9v&xh?je~$ap@YjC2*MH3N$0zFIocQb)SBbcu*kDaKJH_Mzg9#)MxW^zs`mL^=M{g^FIX}T3fdWgug z4?!iLE07){>KELY2&YK~)fp#0=}t~%5S8zF@^TtO#B*C6zKn|k(;J)NYJ9M`G`pwA z-IaoIlUhFcr=3Yn%;C@^HVztPE^WEi&QFvr>{7x}I#XrHMl-Zt%v9M|%qEAov*cJ` z2wL=t8;6j2OK-d>C$?p~jYPc1{{64q;b_l4Y^KmAO4fPff95-iy zz+gvbmM3R>&V(KV-f_E47@c*KA<~(HH>BbuS037Ti|c(cm_swtawCfXLRvscRXIhg z;kM1cz4mkdF|32ChSLsS;qB?u`O9}U?=)2nx$G@S6>>5d%W}bn8DR#1u8Lr4Dw`qVJJOA*Nxc>>+ZyYQ&UMs z@GTF^EQhKp8SjKVixq-`k>MTVCQv{DR-G?al?jkR~DmgSA_2X+TKI67CjQ# zl5wXBh+;z#Ls_ss@YXBRz@(Z6TtlpL4_Ue@nRGtWJN<#AwI@%0$OrIK7=(f~Qm}tGmd2E=}N2a;vI+o54 z+TP#srI-hslLaA0#JJm3jI{zOiRo%%e8eJi;jc&fVB`|}ik`#B>(?8{8P0m-oaVi; z+$v!aRX7Rju{H zykY#mRoLq_ay=`5Z7DE`o$f73QFp-Gd;OopYX^Ho#SKA=s-q1gDQqQz>oEzeA;ay(Y-e-DzReyUAw zt~^t#ftK8}tC-K{7`%O}Z4`N`Xa&DLXxp?+iKuV?Yh9a=n?$!{c6C2kFdt?#?OXN6 zrCU4K6NYkm&~dt??DEb+81CQd4f1XJRKe6Q&Rja$gwszcN|*Du3V*H8H}Z*%3S8W9 zZqf)SsMmIkD*khi?dF~Blh<5xI<>$3y)Qe9`S!qaj)Bu%u4&`!yVswKgnNt`*yo(3 zs#P;|joccmxs)u;;m1JfP%-2OT`?O>eXIB_h}^G+*bTbUan#9Kjo!j$71Zx9B$>8bNtib zLL>`G{I-hgqCNtq=`J37)108(np&rm;^9BGW!lH)?6IOu^Y1HOt`ROjI=$AP zOH6ywHl2w;#C=Nb9%56=1?PQ0cOq5Z;PDR^X+= zb;GOaKe6FWc0Y8t=EnX~%Ih1#3kIuePr;-?3{_uUG=uy1@p@_B=4Wq`dPm*K;6yfb zCS*7rCH8q=K|WWSk!tmhdaOuKCiC{2vPV^#%65)(?4m0O@3!Lk8t#CvZu4?V`AbC` zn?!RazQq$&82bbvf33iNZ|YOMP%Yqng%^(pW68qeBmuL|lCK$vPYiKf0$L7@D0H3t zgXB#w80^Fx#YoRK4w!1Bx2+H(y-mgO7ZvtWQQUL5@RQX+chN|kwfYe)Ps_lBm0z&K zx^|Y-KG;;)YlU7TlUa0{&+)6BV~u;xETo4DaZKS1OfP1+QD`}zr?p$#&)LpvyAD^AY~jnXa2$U!HaG7%D+2@jDmRajd#Lw@eQ@IU1KIM=*JLw+7^8<%&m&SEl| zb`JiS=*A`qt+ZaK4;9RJNM-@`{OAlKc{d>TkBa3ub4Z5u+_(9NMgCmJKP->!@BnBz zXD6{4{Ix>oP{S>Q`$hSL!`mICxq$!v z9A(?OyFEH^AI05RSZZVB`YF_4ElaOL%&S8g%blEk5V*t^mI+cBV11``^&j5MZrGdQC&&J{9=Mx|77(+mu<$bR1w+xNGFYwm z*~X(!1@Rvul%=^h%uFct?lWDIg3w!!rStoOFdM)UnAzZ|LYp2{4vnS!5IBq+umrsCIlZi%v6=ESrmwlezN86 zD$0EhOKwwqx5a{XWkEY7pO=T(A$nwft2eiTlXVs{B^7(Hxi$6*d#%{2pOgnXD%g&9 zz<)F(Tjzz;NVxnSR?c8$^L|%BxWu|whYRAoOCrf^^d+qVu1pnAbG_ARK=rq$Fz(DFk0UG%M}s^g-CZ!?f{C*83v z%4pv@JQcn=hOx_Tp&%OF0SAYqa`4u?HA_EO zJXhFTMY#T)n}luH>eJi5eV>j8)WnqYg7@>(mc4qUxIbZ^PW%0O(7Hda^K*-ausUaf zBT|TP^G1HDD60YJd<)WQ#QlM@@%gPMDDNwB8_DO#w{Yl|?xGGpO+fEjDbn^b!*tE`UYurmj`UofGFA5fZFA!vi}_3}@?$D}P2Klc^> zS`la7&eaR$R^XlYSG_sU%NN6=ur~ z8qTvXJll6`@#6Uac9*j2Rz2O#tWKJDT#67h|5HJoCI&FPyQ_yL(MMD+Gkbk)PSRZh{lx_O4HXttW1aLN9bo>^F}=QmQN(KYn#A=_E$ zEl1^PA$OkQKQ`#={zTZa&gz9Zs!t77ocUJyw3o-W;_VtBV_+ z-|~#iC~v!@?uj4_v-=80*lwR4KV+H z5j$sN;*S}tuRS$*bXv;!Q7(A2zg^Jc%GJof-S3ns{!(#04c|H7H-86E*Vnw{Lt#gg z=XsaYocouj3b)4!Hjd*HhIoBq)@kgIi&E!fgDHgrCgvX5C*rqiy_n75wR=qrMUuZd zKbbOhb{i|M@Yf2WR#uKxs-<%BOn1t$+pfp}tZYhB3frm&Qk*W_)xBkNUKNe$!q;8Z;pxNV`@Ph2b3#CPOpsE*8I-@^V z_)7(dF#|?fP@G=&3l_8ooJ2B~M0(EC!dnGiD+Dz-)=v7#nIpXzb038TJ&z9d`q09h;r*!7~ z!!xyOG%PqWhEioS9pho$pVOURu*6XlKF zQ~x3h>+zYpSd3m;jha0M-KS&?CA*WB2K`(iio~YV(iB9-KjPT{p`&XOnx!(f_NMeE z{1&^Z7E|k_; zJI_-vl>Lrx!IZB3@yB-+#ucyy&)1pi5BBs&ns9&?kD9o^^E#<5FB<{#Jq43TjDs0!HL& z+;H*$O;k#5F^E4#ol>65P!8IXQMNGue#7ZK`^QvMw4H#RG$RG?;Kuz08(m}hj};8l zwoOp)j)w|=tzhB;tmEt1J4{Tvc_GESVcI2*mVe9HU=k8x8`fS}%05)otiDW*p=?W^ zJU!Qom4zbr_zph}wD@c~3zv;Vws@j8P6s>B2ZmFKPU)qn-x}=q>BN-vt_01@X*clz zXxm6!tj@+h2J6+WlJXoI?iWh`6391J4^_~{`@VvleDAN}1u34Ton;mhHRJTDL%7AH z(WXS{=~z!|I<(UD9GY9l2aadBblQ|T z&AxfKXL2AV)f{_zSn&Gb(<~|0W$1*aXMwLtkx!X^R~@z}-?V!(s1N*W#p2u_8y7z{ zG^xURtYF4n>&8<6wcL`#YofK=cZn)ippNl9yh4(gl#qKA_jCn zaE4*7c0aJ?1T^1`n4Kh2Irv-^x2OGboJt)Cd`k~A?`hEa1&1_~L|Oj6VSk=n60P6$ zBL~p_Lnlb5IS@@Xd{l79UIKAx?rh3By&`>j?a9d(u$HoWP!rSCf;H7Rxj#+$K3d|Z zXIf|Q3pcjha=?r;ADWv5?+rt?V49jcr@JWgujWye=Lrn+N>4t_HS=Ka$@|(R73rna z9e3D!#iBmEUBf;qDyT+zeRap`%=lCR?P07vg&upubgm@5X?2=&Ca84uqQh~@^h<8> zl-XuwK-JbDD_+jzly(Kv(X$`h=Y&?wo!A>3JJ%Y*%&_MBRcDV%+LYchTvw8Ff1zW+ zl418&VV~ECRogT%C*8CA^zE2tIB*G_)_gIG{1;4)DGM-Ox}=H81a|T6Q(_udmLJOf zL>xS6_HfeU9f+R7+M}E-Guj+EChsygeei=Vg|?iM%!}7o%2@O+$LGAHU=SrzL%aAn zu*0I~zknSdE2dkBI=m^Z}N$dQNj@--RS^tQBKqhlzvgo-tG&GkX%NIzKrwdW2I%Anc#3 zsj!Isu=Y6^PbS3Z#thKdP*-;rOrA7! zzF*RMRCddA1?p2lcOX#q7jL6*X<>7|9y=Z($tKBFu~ld$ZRE?o=JQOQu&d!BF0tCN-W-rnr1 zWrVCnNauuv7GDWlC&Nsq8q@|Sk8QD`x?dlqxL;eswkO)-W8%1WW}fnG zST_${`LC9k!}}cGD-xJ!E}Cg@p=UzoCkOaecm1&fQ-x^-t=do8gq__{W?Ih9*Q_-s z2=&LBeRi7yg4rF^OU2z;Y`I7PQKerlZi|C9VFn8}<@G}o`zrPCG5H)jKlx$(xX)3q z6@_j*Uc>Qz4a@Lr-&xQ*4+X+AaJO<^2>pvXExIWis-^6@Oa9ASg@0G*NgU1P42?;> zp*?>m5@O`q-u>mrCe*HDn|naLp`>FgZzxY2hJK2MFsf|NSYBz+KDu}xbxQv6;wn5; z1S#&VqU;}e4N^Bxd#}i8lcqrz&tQ!M8xC_-pZg<&M6|web$tM7-aF^2*mCQHe{D?J z{G`WiUfMsY=;yBPNxcBPhOhUGp1WTe_1!@bdBsB&nKl{uQ=Z;e46h!r&h^g+|frbbx#^qUnx^!kPySiIda{wrwSYXO1p-ARn&_B zohEoOnU?<6m@7#g8?8akyN5eX&SDLE$c#0K54(hO<;+ssndQuPFng_Vb<+~=hSNDJ zSOJH!T>!#A{;UB>p8=P8a^tXO9`Is`4oSV@HlHv5lfnShKr6q_^HrXv_W{o;Oa4z$ zcyGO_=j3e2j`Lz;!ynTazpvq+*QhkLI<0}QKH^Kw74-xG!|4Rn!FEm_h_hK|-UE9M z9_8QmwBJhZA+c!7j!P8<>Z4-t4LpZ@5AmZP^F5kl{ns^gx$s4@pTQ&1id4u+Xvg$Hj0aP=x<={nMcsEf;Pee&hO-n`S zZl2{rv!}R6DE5QmkSpN-bd5l2Anz@#+zJp4M{^iz`^&vI?%r~B7SoI&a!nv8Z)0ZE zQ|Rq9PYM}`2a)Ys9?v)Gux-yyhjxz+SyOj}|KXn%4@}52vasfqh$|5I5O?Cge_dY0@{ka~!922E!v)n8xZ%^rO&? zqbX9kGhiVXpH5I50ocgN3!9vHD~}k`DtFX3Ue1{8-DV}*YtXA@A~#q3bl z_W7w|xQ2aJ$Ti}|bWX3y3D^;O^=tEE6Hf#*yb#v&v!5&Q4;7YF*)|1qahsRat_yAD zN3f92hHb66X~D(pa45>@O6ECf9jo3Uyy^s%%zqcAtUXONXa$|JubrMk=clkds$BM4 zedm~u8!IUK9LRr4p51*&R)@+M8<_VA;TQhSfi^6dCIM`|uQQxnKPYEpI7hh=%Y?CU zi1yw~iKOXrC>_pAh0D2SHJ_ z#j3?etPg#U>X>xtUNN$N)WI$;+cHwE?fbj~U1@$>&R~m|gPx9U@27&3^$nLWx`iw0 zUlq5T$i3-dbZT|uAXeV9Q{jKp366a(=7bp0;&-+jJm0wIXLGY47tNz-BQpw3Sd81L z(XA<`3&sD_PU0UG{#6k`nPAc^!}=+B+WINFxPf%OZ4Q`LIjj8|>)epL*zG^Ic~sqi z*^lKgT9Y=xE&=vYVPDs9vxh0qJwSx&8pjH21hS!mNjY*RyirN<>tiI3I3(g~ZqgZe z@%l#1$dWUP>nzxlDZTZ=qkD5&bl==xuAV;V+2dl&I1Kztlbu`{X0EeF;d~z@Ux>Mw zwI}(i53=}$%RtQM94ndM_9WIk&tb=d%xEo~d7o>p-)1Lcg-k}~3QmHbDs;*-RUmq) z?zBi5b|KVqoo72SGBc37pK##9RO#N7gw(LX_N7{$z=J#wuio?c?z1UqZM)9hyQ4OE z*mfrT?Z>cqV%sDjyU$;d!fQqFC$52ILg``H=KEK9+m^F&^A7Wvy~bDhBm4dz8$E}; z>t0dF<{iUngVy|>67T-WY~AwXny@`o&-1^_Oe7jqm<)WeGn6)S9wS6L=QaQR{RR7Wq?ipmKjnbUgXD z^%>_c?=XB+_~24hE~}hLKAam+E;MfyOe5FHStTprt0H)gm&>{iIh$hOkXR+e6o0H~ zHRO{%y;1kHNw|_5{*k^4{_q4T&!8dB#T=HQuw-+PuHeZH=al)re$v1gy0aj&)MBp1 z=cuO&d{*#|b#6@Azu1Kfz%ESL-SI&AW1M^Mo>>E(<17g=eWn%vC`qhc=c#J2#!{o~ z1xmF?>rY)=-kT@nQDAms&qAH2mBBvm7 zFLh;$Wvrh=Lq|y)8E#r`d%}bEbmF*#B~|&+0r($l4*tT3==%$D_rOO*t^89Wy^(uV z__{ZDk9*Ii_&Gv*niF`>OFHTwe^}P$;>hKcmW7%NZ4UmWo3~5#bIGN6&{)Mi^Ckh z5(-T0Y`OBZ|J6H*mx;>^*eKvf?nmOubi(1@GUuk8%Tt~z`4YC=w}*=T8unQs*MMM- zhpW4o7iMsbDa;Eqh+qG?!ageOAFeS}m|o*$g*k1@N=yIstLw%5&{XR3=f^y)j@hf1 zP8yS!6z8@!_KFO75OALOh z7_~g@8lM%;eNfF`-1WTghd3`Bl54)~R}R~_8=3eC5@gOEs*&cZr`JMzZs&y=yYRJI z8Zh7=pbjPcat7}C;(iV6ADJY^++%Pm38zI5-{NgOjn2^@&g#k$`1M5R6At~MHCOjz zbK|2dU+h!S&Sc{Ew)VL-9>n_P(%TCU>Bp6udJZ0{8XzTJd!meOz4jj?Wo#gMSM#c< zozOvSk4>o)KF+8+@SltkJCnNW#qO1k!p5y>itcw_v-Et=n@3}JT+G}_%+bFp{Hp?( z(c(3}cYnzCIqH>4CezVQ1s1Pj?#Ry-PGJN+gX%uNv^Zd4h@_vir)U+DA!Fsnhc&Hk zdjrTBY{)mg4?yYOK#KJ`M}gEF9G2GRrp{jSj} z5_-U{D{%E7+SFi#ZoE|h|8R{s>_aup{ASYxucaSr#i{+r84NQaxHqPommiAzJZ}JK z)_90p!Ez)Q*3B<(%eD-NM0?iR%nzGbYR*wu-kwu%CKuW-htw0AO>bq`)Wk$$X5DzX zi+Sd)HBN7^TvK<#zis+%_#@Zp_g1^ts%_1;c=G9`6@(cSpgn+AG5)Gw!=b@o$gx+KcOd9U!#3X_xg(Vc70nyqbVNb&1ECXORU zNI%?acSoJzIE$RL=fA*zXuk%ZqiUWFj`~)0ttk z)xD?5C&G$(zoq@f=rmt%!y;m?OwcLe!96pm>W<0!5#VnmZ=|7Vn@G4dpDXQy?(Q?5 zC0(Viq)XNeXXU^6fLkJ16@4C6DjRout;kvQl*{AP(Z5ufOwRaZ;gwKlq>pm(Az3Tk zKU5%bD#n8%M&w7O)rV+S3#HvEj4N!a_`b%`uJPN@PKpr1rE*|Uxf-Ng8o4Z`toP=o z#n~Li>g3LmU3lR%DZ+9<>3ZZfZ=mpWr&)A4VyvI}VtyfUd(um7NJ9;ASe%$m#%b6pEM*A-e;&ao!1<6X!u*qne=XJ*hW10>cV(@wA%B42PztL)FHF z2b!1smCuXQ6wqNK+M~GTC7(1f$FmMAPYFUO zdr$-Ye2Z@q*&(l@L>BZkZ;~%oF4@;ZIo< zF-&mf(}muHF%&cc}nB{ii z$_&Mxb-YtRC`7YvMi4)e~||9ZsrRuYs#jkIT7DXu|Q) zlcFdt0sOuo*FANNWnPX|mO@8Zp-S?WZi}_Q_(ugkD|k=yF}Epxw}WS|N8WVE?xB07 zJA0=Chc%zx@?{B=^s8OND{CN~uOBPy>l*qtbVdZcKZVLf&^2iFI^Gqjh2-s8QRpe@ ztpZ;a;vTiR1lXsKfZ2ls=Arx#1m$W->h<(>+A;e4=O4Bakb4?e`60J@cEh37VZDrh zU6>kz))Ww}%Q-TMDRfD$_(wd-<+z047GJjepSlUv4IP739L7yOn3oC*ypHK~)~lBq za2O{X1|JpptawCve_`H}G^?hk*Nb{O6f0aO0pNA))@k)D3a6P?G7%(am9wt_n^x`L zh9vVVl_g)Z#^Qc0F0GF#GhQ$Ap}QEe*S4PRqH)?bz)C&8&2J@2%Gf2A*ajbu+u&--ao=pX#SBH@J zXni(+Z|m$gKKO2AY8Sca5>JUU$$h}JEj>g`iLlabxyQ80CPjN?9eq{!XN5=t$e|3G z`sd=$e&`g?;ca>^+^@xdY%9zqcYP(ZtY>}jaV~W}=SVaso0U8Yn|PnUW0{+w>V&af z&d3CHj^5G0tNyvoJ+8ivl@FSxcf?{@?v?RZx<9{zPM&}9Klh1eKo$W|K5lpbaQ0;P zBB)bzE;0URN~c`c2wLZx-^FRO?!-(85zg7hOY`of#BhvRSS46~sBk)ZJY0j!#OI0t zZN|i4XO6&@-eIDENDfI~wSjmmedJqa2g@O4-cF71IZ;}?EqCr#o#y!XX(e5u^k?>|)dXGKn( z6_;v^Dz{1`REHrr_a846w80*-o8D7V!JAD|RhIgxcsXwD7G0b?8k!b1cACGuR;;OpdLmrBM;T45bd};$W1h5nn(N;^%0DYuh|#z``Fw;ogL+iulA&Im zjBHZ6Eid#JXJMgKCGcT34>?EqxW7bCw+>^=Nugz6DkFkB1My>9hq0H6)iJ+agLZk8 zQpcKBqgB{vggdZzQ74Q_$IS%FlO2{WY|Z8zm_ z>x*&OkcmqsRwwOqp1}a^T-o?^t_Uj%wRSqeG55I{;0+a3q0Qx{JR*jPH|odjFuTEb9up1!fBOtK4rfBZ?5_@TQwz69z)Q zyOPUE$(6IUxx!{Y`Z$@Iu#cZB{G;MAMI za2xnzG*|b=m)bZ2=UM6LmueH-c68%5C7AnUEVCQmyl#BsZT)GamN=#Oaio-;Y>ol-&d9zp2W}0}*-XNK=@?W)Dp7C|FlkQoZw#~E# zKWQjx{Zf%#&hs_!RpG;5v38C9liKGsj?ZiKZ_5@_oc8O?x2(~Z`b+(CN6Ui9b{_2g z1f2vc2!eK+b^e$nZ$uZi)-gYJULR%X(&sofzj0+CwtE`>mX4f?YIni-DFz2SbH_it zmCLO$nU!@mJ?P8i+2d-+W`Nek_}_c&wfakn*<*!;!?K(Sy)jkRqSPH9K`D1f<0!@f z22Z(wSN>b#{8#h+BCfS~L-n(1d3L>5&{x@Y1#ZMF_brVvr=kO2>aa>5eA1fV{~Ss` z|G0(->!*tQgS=KePiRuj;jpG|IXZux2V=@G+dKNUCZCoG?ACCpi@bl-@zFG8Ch?&6 z3je=VnEsWB4}0{^8T4(?C+_x1$!On3G zyYw1BdFm+qR;O~8L`Ta+Hs|1kYfDs0eC*fH zVC%+-YhA!JpMX6%-(HDI5AKAt(>tvW=f+jA=Dcv*G1hx~4T+9D`w6N^tehfpTbsX2 zeRI`}K(&$e4t3ot8XM}V0(Cak*-7EJNY_>Fq~XNT5)q$-mg)l&emHpf2=sl(7abZ zS03G8s&Z)D9&tLagzeg1xtH>K)@}3qywcbqj|hLU|hM>yyyh+a8~ z_uhcch{&mVILPeYP;ZWYziZN2Os1nVn9(v)Un}hM8a(#EQ%-aJ$C^t~Am5b5$+$Ku zGj^{yv_i0P&1*bqF195~XDq@``P{lS{<`pBeM=!i+h1nX`rKA2Z|+eJq=qKX^u%R> zrkJhQ;n2M3a%r~ki#mEnh;zapi?XEn{(eGde z;@g{TC#yLa{aX9WLau7w;C%8-)^hR;4trFl;H$zvD=O>s_uHLM8Qkv`$fseh2ycBk ziyiFsOC)(YMVB%*R>|c#+;Z@4ZV&t+ndRmeODR#Ejkpb>C>>_^`O#Nvwhuv-9T%qqCLo$o9Dk8bZ$Ifx_3|ug_ z>OYE~j0bc>vId$DTHbZ+>gys8KIyZ$!alEIP61PVzO6n8rAKy~JOJ2nT4yKaI1M6h zaVi2V*VAE^bi`mJv^-g%{b}~ezMXK2g#@UNA}Rfxa+}z;X>({lOF?zX=jg};ah*hW zVr}1-zEBf#d4s{8ESUvUes=tFnTONnx0GzXPJH8E`Q00+d6;o2-&wy0PnzBAvtqc0 zeOAadnD<$~ez~mTC*I)8hE#h;^ZyVZ*2)&FRFvKR4qm&*HKcbmyRBsXGA8|1!3sN_-@4?@=Su@saQn^vdGcWX2hA$|a_-S7 z4VohVte{@|oLH`vUfLOVo4eRsg?(S+t3sD#bp`a&d-$FekD4QUh3&cRK3BqDFGf{* zDBLqGa8Ckp-=`#j`Ze2J3}9U}_9ywSNH;BZ!n#~f7MbdHiLZhib2bm#rqv#}w#R-8 z^F0O8Sl4K(7Ym&hqzl>;*qs~?)DhGz^Khh}KZLCh%F;tH9M1prm>tP1nV7TTxOASI zXVLM#(D_#9+3dEq7SQA24CKQz=5ZK%brq%436goD)3=-h#WYeKADx_zQ0u9DmwpEN z-Nl9faev!WAd>mpif7yKHkf2kT~NN1i3$sJ2D+{!YyF5NQ$MROmoxetHl`n|ppZRg zJQP&mU998Uce)F{D(tI5%(4H7pHgWxXpJHC9O<}(oC3~SB`98C;}?dPniq6z4eN^p zW#*{4xXz+F>6-?P4PSR*hQ3zRr`p^KLY20kPRi_+e9xQC({%T6Ypl*Axf>lJ;j;&@ z{7>2TYeS4wOH7lZL=XmF1xjo>M^TU(KAVCZQ)*JQ4juPz^=Fu! zfD(j+(+kaOELh+_ZBKQEqddoWTRUId$K2}0F!SbC;K8^nUZ334_;mi`L|STdrIo_(@uN@in1feHh zWS28>@^0h3zyIS$mRp^_pz`=0I|GDr+VlHeEwjzoPr9cfSSpu%&^ARpEMjs7PiX?$ zY`&@UX(Dl1@06NO>rY+gdVIre~&rQ_PfA zVU!G4X*drRzhlYJFHO@ocVkYfytnu2044RhIA6m>gXh~6aGkVVTce@EKCe-;XxCH~ z;%svJ0qMuQc;l}X`HXp+@+^Ns);F9_$#4``fn((3mR;Xdg+7M=G1OPdk`w!f6{#8c z>OE)GN!@bvc|#IW^mBl*@ik%;&n|UKq7{aGCUl=$emPD-0?L()XH2rPT0fS#_rXJH zeiy`&rw&yR5~oazmb96@)ILXUYw}q<$2)JW`Qx(c8F@yw-mjN;*ujjI zg_moSwP`i!)+oV4^bNtO@sjyIHzcPI-41X zHf9|DlAfll_+s3-OMKkm{=)v2oC-N)qmyPeX7esggywS<)FbE2$Hxjx*~X@7Qj(k6 zp7yJ$JGQ0n)I6#u!q)rZJQd~cVsj*asQ`p1uXCVZYzq>?JXYBEHSD9pzCMR(6q@R9 z9g(S1KF*{2Z8&~DSJ?M8?4!c|<#W7Ogc195g(hr^mS;J~1=;c*uUs~G+tNf_*m9gi zGCqY?d?|cY;Jd=-4mP^j@>DUNzx>^!R2_Fa=eMkZNU5?EC3?qU%vf>QIf_?c#MC<& zxmF(?>oaQn300^RRmbF$r@7{vBS!kO$H~)o^s7~j_~}}TIjP1rrJwKp$IA2dE)=?d!Szj~H0TsZKO ztC6S1%sIQ@bB4^!gsh1~B*WRU;g(i;TAb;(?_!dkF8VoSIyNK~az{5n$`noPqj@Ea z8Mv;qB-aFx=L+e2_bHFUatE3|+a+t@v?m9<^Rpt@qK!>yh2k%y_o-qn-{Y*Y9Q?;U zdtvhaBe7n-r|tQVO%>nQIP@Aumi6S<2RT^~v8L&fX?7x9mSamWEMJ9lQt1iRtvNj} z&o0=Y)KSNj$~)=K`NT6g`u$)Z0WY-=pBvxP}RVF&+x`ev1YS``2P z+L#cXlh^bfhStx}ZKfm_`vSI)nmG2?GPR|wCDoiVoh$5#ClII^tVP_rv ziX@|*U3!$^*pKO% zLd%SH12Hp>p0B>Q&Xk!1mHdIl*pS`- z_}Jx++F$y_Drg3LO45vWV|O6p%p7RvIb(+q-*gt{XdMdgFE@1Vq|j9^oM=XzW){S! z<75_UQ1%YxwB?`dGova`NhQL&M*nq+v*7PCb4TY2`@Y6kMVz#{A|w}$_+54m3GIa3 zf&39qg#2wi0t|ik#ZQ;SjrE(x3SOGCt0Q^AQItL*r}yj|Sl$fcGE#zU*52!TD^K!v zR_}gn3jk4PFv64JPoANU`YzcR5D#|!760KVaP|%Zd#Ey>ZgLv%I!9@T;<;x#Z-u@8 zfD<3a1z&H@3%1`6ue_vc8?g1KH3fXF08v=C^qw@h)wCu*?6%j-Qx|! z)+aM3&*OaCdMUS;bUDkMMDoSoJ$7Rk!?yC5cWL+Qvk7;Q&Epc49?ft(V3^BxACmRF z9=5_Uh7@M~91jU~?-l3wHR{PnV|07@Y#MfKs~F7ewD`0-Acr8E7Xf1zT_KYTNF_~N zGCQf&A(72v*LjMX^l5bn*XqHK?Vv;@OWXU6%aV#ir)d*;-3X7Kfj3$U;lz`+{VXQw zKg-uz5Rx2@thd2-f86*s`CTMypxAP>@?YAq#ZlbZW7qfde*SXj#)B<$eRXJuBCLYr z`qA>$FZs67Cz~X1pp+QA{~YS1_vO`@S}znnwx5z92~)&&x%h0VePOwHJ2Tz(tbvQN zIHOUGJ?AOUA|8i7V-g8}bV-Nu#kO_cvky6|Ya&}u$W5{QPegz2`#v)FO@@&}h4_7T z=QyzMS5Jm33nn^F z-Noly<_+p5UO}49>j&I)QY4%S%E6QTId!H)KN(_Fe0HN5-5ddW#_(ugkD=dEfi8l__iMzKnc~U^Q7gJp3bNM8HRHTXK z+cmWudjBAdMnF0BR!z>F1!?`zoiU-_u8>5U3`C4>WS%GO^-dE!LjT~`nu znMgAn-#!15LFCiad@22$S@N2_;0u!`FFw(FbuY$EHy@iin4R8H1>|?}eF}JxM-?r5 z`R@nD71VWoD-mg(EVDJRckPKf0!xI4z)_f&k(p_y%{bnJb4e`S0x zr&Ki^@S4g0qy-{#SdVf>tiRIJODiEaj$!JHU!oC|>s#l+Qa&MkSG97gz10r1`QjIc z)k{l@mZEAV{n(RJn)`NYJdBVD<`&m)`-d_Pc}~cgTvnen&Xunf+ciuo;{UpI;vGF4 zs|Fy+w55PxW$au5?t`p3`F0Lk;V?M^ThEy1!apK4m3;nKQC1a?7506NB9S~+ykCP> z?Z@w;yd>srrGxG|BXiH+l37xE-{vnCeixi0K^2~-0`eZT2k$VqEn$kDbtEDn8mohj zd_V0tTm8owSrn4VW!--a<;2+?>#vYcwhSsl^1Koqk==?SMsb`ZPA}ty%!ON@JIqTa zZDfeJHjUNdnB`h{P5SILIRnV=Q!tc11$6P2bEND2y_u`4dHpQ+%wqOpq-=Ee_lh8- zG$#tilTjHElRusR#N)R-RebQ3Ft-qfMV<*IxK}9nQN?~?P zUTT&ph%XhK{nXDukk#S2;^P{g*0qWlVbB%a8~K}E!=Hy*_zwX&f;Q_Za zP2Jge2AWB3*j(^}<@)6A!HgOHYMDNG9GY;6t-?Ml`ZXNed7oY@_A_X2RREj)}r&D z%+YSV@Uvo#5(N)BtnZbnUf9&vNL}O3LW-w7`_rqRPO4A#@1bB8F{R*k88jtzu@G+dpRzNk5OHNya%ssg&`%zh;2EoK~J61@5%$`oDtjhhRhfm z)uc29#B*l=*pr)9xp=cj#C=i5V3{*BG_EyIo9eNalXxn)okmt&x5nI_ zowXMnG%tMJnoA)qOv!7c=y$ z0-F|4a%Y*Y?W&N;%tw*evPJ@tSMaEQ>I@S8{9TSMRRvDD)x{;okagq~PPx0RlFR#_fg_Ne0m-GrN6{Hk+*w(1pCXAQ zL1qm3g!xW43^vx>pE%aPSJ-=ncvOj#Z)N$S(63|6D9Z_+Ls(h&6Aad^N&299ty1L@ z&^yPjt-iScJsYezd3!qLzT)ciKIEoG%+Nb-Q@UU`by{pmXf6(Ad9pZXPOrlTXJbnT zDyz=%vEu6*ctl6N9PH3g+JkmWnrXFEY9!NMX25@%){CcJ*5-4uBY0b-uI@*Vn$PvD zct^)z`)V2b2K2;>f32`qk!(s+Z|q9y4J8*%yhW8JNt>7Vq)l|TzO@AQl@;%UHZmVW za!B3$91EAC?ecDZDcbY&`D5(OusJSqx7E%-nY#jFcet(&*%=5klqVy_U-z#H zd{z*ls`~{y`)>H=;m+x{A+m4lSm}{d9`}pIjSl{S6?Kh7ojnjaMNbv5`Mq6>vP*i0 zGsihQ6p(v^t0u8Bg#k+Q>5d0CKY6P-T190G&J{NNm39sLs-Q6m9=vT)oYu#R?HacG z@+)Xl;-{q21M7PD~G65lTG zMxy7jB0!tIXZ!t{l;dNd(3?L$XJI{8+`!H?^|-#YqNslDK=V-ba$Px^LZ(m!2Bm6F zcvbN151D8xDjAeOK1DxOq~VrtNt?Bf0i$DE;M#@5xTO9C#Fx|R5akMn0+}~-j&toV zzsp8XGSZcw&p-#d3yo`<>zw-MVLqt2=ImxMWW4G1LFP>b5&JnoZ2Gsdw=hHDyI{be}cd-CAb-IGY zlwiEBZ=EA&gH6uH#b(&KJ#qAi)BIZnpc(9no+I+3JkjF8nH0py!-IFJawcfUHwv?Qh*BJlM}F@9wjvERa5!uDa} zY5!S)f2pwl{TjS5v7S){&f0DgLWACgyGtB*#nblcFsSGXAq4L znzw%8A4TuDI?j*4Eq!DCI-d%V>nS#m?ly}?pEUn%$S9q`b|%y6w%mppPOYd9+>N^L zPt1%~5sCCInKrOK{%y~;&z&cqE8FUD<-qQziEDMX<~s3qm?{s#=exi_>9$a+G_Rcy zHaYp?A#>^e$ECj&fkVqXaZ7&ku4+v@IWlU0Ki407P7;`S2ESCQheTahD zTPW8^)Bx|Ad`NUhMw?hQ)Y>_Z4`9`^Z(Nof^3^H2VdEE_qTkk_bFIlk)?&R;_J+st)|H>&I?wkLqhZ68=Q%p3Fr#S`uJX_7&)Al<88gr3nm~s&QBV>0{7Umu z<Ojw=rW{azrj7{f?NMvhgk9zm-|JPeZdjDWV&p})TOqnTyZrrD_+&z5v z_;38N8%TsnzF5uGYd2+9C!=3nQRhW*6Xy&nra_MtP!a(-Nbu%HsXGGvj(0kf_iuL zE;wEX_E2q(kDk4hGsg%$B?8Qrd#w1phR&j0ryAi;7wx(?E^T>Z!@8QZYy`5CK05Z< zRN(2v*)d1B=wI}&kOv}ovM8NWc$h7A>D3%`g_+@-DlMk>%$YcZPe)tO4@(ysk8SNQ z5in}QOv{qNjE&`5DE?dWm&bJWd|88vyRq0|&Cih&41McQuMltxbLX)FspY|zOzXnT zfM5pEQO5ni#!oK3C8Z#$XE|j+&^Q6+Jx$FSxAdM>;;7W&ysddpPoA1PZ1>9IGxGhd zcD}Zxs=QV>^uv?JyWVV2mP;|*lhGY4=s=M=`?wg0iYKS2l5&<<)`Pe038C z#J}*V0>we=JjdJL0c9ZMn^Szww1Od`?xt0dG{%RD5RN@poHcMbt>+`3j21sv0J<#I zDph_LX*=7W51zc|>pr=wkEt0)>2Ube2*K%`xEsbS8Z^CWvgA9r=O}>q2h=(8^xo@S zDT%PnudlG+Jc)1jV|VaB6_<)THo4$=d8a!b*Y#kCxMlt=+PN}#*_SJGDi)`AofW?LLjUhr6arC=(jppXT+*8bw zjeWknbD5rQoA#}K7Z3w+V9I(iX5u7%dH3o4or#O=i2n*|zMl-3#@K~(Ucse~^=(J4 z?!vh`{=z^+pgr<@r3nwDz>N0=U0F{Rff^7pQ68Ch4$YKucYh3Uf2wRbK=`L^dLIrl zUekoQ$T51m(1-U+acyU>z24K2Hx=sgj(v`vjeBF{Q;=V<=orY zMX@jgC}!Y_;zzPV?dsYWR>Rqq7^YLbbWT| z=B47$3c%hg4BywV_X>(Q>>Nc0`}Dq4_-93uv8|nOyn4E4wa@a#2BGcLUF5&~l!uj% z?jFrI@a(>UdOvz9Lgn7$qryKch%YcY*v0+ujgQOjbEuw9^_8LJNf^K7iE}~>m~bh{ z3YjF}Zu>b3*-66&_w0LW?(7?A+T|Rz>!{yWX{_oW7k=u8PDX0Ls|iA$2|}fqEQXm> zm{cr7_<`~7#e&`{4y`Dv(?f;%_ciSMuY6Qc9!^Ik*E@F#y9ay!;gyI2m_6>uXA;@| zvj)L4=iB>yZuKyX8Tf<D))DtXn@7Y!xTH+)3z?wXt{tqa zuL8P91bE(1XF@2d@=&o|!?;2_Y0jGmr@C!O-rdeEjV4U!aMHmp&8qW^PxDQirpQ$t z7e~RL^c%UnCx9elS6wrD|M4_$V7$=7Nb0e|XeioUB%u6cT~EnVg`aiFe=(i{jwj%C z;KXC54kh(UqQRl_>|n~$nmkrWqQS#8?E9~LRCui)JK94&oB1M&a~!bU!^tT(NW9 zlfpmMKJ@EfgX_K9XT|3=^mL-n*zYqm|8f)witZ`fxuanJAa?c%PnFDT^!RK?_qa=( zzopw2id(s}I-w~loVrE|!+oCbKUIhg&6uEEW;adYZ|=m}yK{#79NC=^v}5o3jIzL&bf^u3hs2#43^;H%f6kW|H2%96k`)t z(T)g|zEa%ypt@HOn_-$IE%3WJl>K2H-%6-+qE%pH|1`gghB{@(7IA!QAAgwP zl)I&Q2L-@vTH@m4-jCt&KA(H3sGVL`e$Z+Dy<*8m57iVIqk-vXMrV(U=3JTejxLgxdQfHp|dse{EMGIeK%~JtorUx zC;Y;6pz;U)80}H8-osoKTrGa|&lMlnpp~v?FWl$-$|-VFzEn*lG7IaWg3_{{Dk1{4 zdAL(vQud556>gsu@7G||X=4zjLkOxx8yOMq6$LIC%XJbzcb;@j3*Hr&Rq=5RFW}E? z%h60v>QQ~|UgtRsQ?Dth7kzf(N)?Y!nCD9s0GmGwKVJ6dr4gY9tO5sT#?BH*5OI;B7UpA$eGdebg zs@EAP2SJi_wRmi7XkhxwF{1eUmzz(oi>qkAV?<|YZjIZy;cSW0JdIp0os(9h>5)~d zK?iTvz0y-yyD3yrcBewJBE;0Cd2z1z>|v8L$2~cl+<>dMWE)oM`Y_|C4;Am%pf~#= zjo_YYOsGO6u%Dux{qyQJuL^GV*$moE^Z#JoEB#m3CY*mYRuZ3n%^1DJ$T{Q!@iz2@p)6|SU`vEt(znJ?D#bMYTRW<4Lxb(XRgVRM(W7Hdkj=2fb> z&LR&Y&lULJD|#0^U>6PR%VvsBo)_n=4$hM_I5T!gt$qKO!Pd)CLdsN)9rcEf`R(=kiB~h-IGm5=2h*Gl}zE0RZ%ORH3?X*VTVHj5a)QaZl zq`S_h{#MLPt}O$CeOb7JmAye+tM{~U))SiCj|78Lk9JV(R&+!}{uO{^T`w7B`8 zrNS$nS$qvTl&W`1Za?#-X`#CO~NM&bZ_3r#Q%UbVDn+Lz~j}_#ioD zv^OM=^-(leufDGRF3YmW+NGTUHbKe0 zI>$aG2CS=|sWZs^xF$4z=b#f)VKb5pf36fOQm;8jlgsz`mRIPG7qVgLIzRMlEk7I^Q2 zes@#hu=?nSf^?y2zUL-suA3KQOwKx&1=l>$WVf}(VfEx)%nCcNS<;zz0JAp~xB1-V z#7qnSmkQI0+${TifBE9GmRR=NAdeCU{-uK3WDN6tbBR?^ri!b+QakBz9n++mxdLW8 zOYL^!leC-H3KXIU8*}hbw2Oxd`?!Y7n%q!)nl;*{u!|`lNL@Q*PLtD-bqC#Ql-UjV zp~62a)@R=K{mKT*v&>}=DXK;}yw4S1*Ek;#=NoW-bM>N%^Z#&-n|v8q@LQgR<~CjG z10SSh{FEavnxhVLYLdZ8E;L>l?dQvyeAa|Fda0(OKryPYGpdZv9@Qxm`v;PWP$pJ9 zZ9=-ex^ZroPQAR?E}KV0F(QJCIQZ0{^DX}Z|7~h6-T2XRXAv6@D|EM$1qfwHg+ID} zKeRlJA9T=5lL(0onSQ}?rMwfjac-I$r}z9Qqzm3hh3pp0*ItiuBsp*0xO=fGI04mE z0U?~cc#xDYwPxaL?xB3Tl!u14`Vb8Ep!-hwK+32}Z>#eAY$zQ2)F9a|ydzh_HX4ji z{IT+7$;Cw7Jp`GcAw|DNa7e0$7o6YuAO3iDTq}k<5OD^@IcS4}f1NHQ?_}R^!;^Z%#%~ru z!*NYDct~GsVu*CVzQ>Ao4K`1|tn0JOA*3s0V#~hWD>oM7!K`r9x5dUj{#9WGd7^71 zaz;_S@y5N`d9#SsJWL2hKEw_ozw@WC@NzO8%sivKj2hMDluZlrC z`&l8^2;-Lf_r4~6khqK-wtKt4NTkUMeQlo>Y5uv=|?W1~G4- z(>$zY4WOUr8Y3bc?951U2u&Y!e?F_9fqte-(Re>@mI(*d_*2RZFQAPrM=Yf0iulOe zxiS`ncXiUfIdQJuD=<}}qE94rcXAd+y z=*`X3mav~vReXQ5y)twseC$3gxVWxBuwa+m>gd;rakn;v4+bvJV`7Mq<*+g{lG}4ndiRMY z{rdcOj#oeW=Zf>ALa~eE)#d%U0;31w?>~m$IKf}-w_VQ%|N1Qh6V^2EZDJKlzsV0a zXB>=f9M@@sj}gz2A1lt}d_P|UYzyeBoc89;&|Hc({+Q(P1zi}$b~!pT!#H7TpEWK| z?K^kH1lLx5HrOSgPtA+%g6!o@XVLXmN^d!NLh>$V^G+zHqV291kN&mdw12n;Xp6GG zo1&+?u=92J<+xP`CM*I77yq@wKPzm?j1~XFanf8Hkmo$xuJM=io||xy1Gm%kZJz=b z8_GzZy-nV&CaeBh@y4pS@#OKht)tjUP9=J>xDs|1EC=H$>GcVUiPia0asIAZi?O=Vx}!g0f;mNct=2xFHV z{PX;BOy{|pCh*tmlhsrBQtYKxjt5Ss6X;1Rc{#I-W)OM3_59)kPkfk36sEmAv6h|k>0P0?4@2R-mkGBgJa{=aPDjlth}>- z)^F>yoAx)V?b&C;>F#B;cuK=6Rr?FRD*U@*QO7#w=;d|e)^mzB7J<8_r^^f{iNoSh z_NRszZFV9FWMEzN;GVq@H2hRo$(`e$di3Vb;IK+8Ev)ak!XIW9T!H^Xg>ePZcAhHO z)r(Vipy&M}kx0T+@3mVNMR-Kq>Zc(qEw!SN$kubKyCxtLgc@He746tj$#l8+`L)@^ zJ}an-zj0^p71CU&o0ec(ZxwQ`oUdW_UEwJjL03Rv_aBpdWNW@Xe>dK?&jG|AJGP|W znyeZ~zz^lp!V?iVY}Ve>`Sxn(7fSAVNk9JGgPKQoP46MDZ(kM8@XkW4<_)P?8OwOBs3WDRa=KI$>lGjT zwbSjyf!7KUBa__}EdnoL z7ejWfduG{G>YscLJ)QjjC*qu#p`FL(ZPiAtQuirPPM*>JG^giF+)X`GyD;>0rLXjn zVRqEkpB@pf74}|X-`9{3s*4q6zndt;n^IPXIu#ZJDw0>!*~5=apbj zNTT9zsuF)>V|)5s<#F!1kGY*gvSr2h{lyvW@yQ_sNNkV{8oH;>x#RN?5 zw@`H)aY!!Ev|8MNc}-r5RAb5==UIeR=ugEpVq@D9pFh_Fxu-W1qE?4%S{;%-xbkq^ zc3m`UMIS5fr!gU*mIfWjME8{x{)d?h8*t|sy=5CSB7lal{vlQtVQi+FW={@UB#sNK zB1hi8^QbwO__wJjrQhUy?a5NJ9c4LUkX&3R*GcnnkmIzXEQI4yLM}ckoX^O;*G?>W z&pIk+pQo%Nt>8t66+>|11zTG!D@f5@d<2SHTnamM^|cEcc*?Y?Wl`jTzcEy8%y=VaC_Fa>ljMHN5Un_kGGK0;aSIx0d_XosB`BfA1Cetfk9;AV(XXa%@x@|{gUr!c;m|abNqxQKE0kBD3`EXI zlm0pw0r|qBays|1qZE=N67>&lx1?Ry<3arJPA+pj`q%hv(l7ZdL?)fbD+Qs z`UJ0X-rp-y?c>ech0c|mPt9>K^UqipEvF>s+{o98Q0HH&d(G&c+|{qbAXeu;Jvn;iqeF zU{^0cMt?ect=JbdSC78fKn8&7+PYRdB{3 zHm+o>K@kY7-MDM&&TB>P$ejJeJc~*)daUrzihJor64z$uN%V~N-(H*Z8V8-{l`UxU z3y+Qkmv?E5rn;|Foq^UX^~bDFXoM%dJLf0Al6a2FxFZD>fjJnxDZTs*B-fn!AbMXo zNzrA+_4f)NDon2d@`gHE7H6J36JjN`51%Yxz5mEH$V+9@`j6%FL#sBLe<8(F=AM0U zr?fl(yfJpCl--k*OV`F^ieDd7&u;`nw`}7>J(-e0RIy!!^Sh?YCCqX)lts=jj}`33 z*H)Nt1q2P7#tNDw$}GB^$Hvuxw3_x3wB5EJ}06~r+LmRcz%+}G4|Fbz?o-o zzm3qmf(!eu3(Du?ytQNS~2^S$EystBM%IRYh~ z{mGT^xgvh%w`>crRmlRa}*GZ37+Pk7~4FZ8P?Zdr9(i$!3foedOj zk^cI0mR1L&-E`vyW)Fjp3b#~Gy3EC#{ZQU2oN123%)-h4X>)m%vv*>`uKlx(TP5hN>`YZi((vlQcmQBOhtmSH;PSF>06#240 z+~K14L13-u(L82o##e9;PtGnco|1o7B-^&nU)C7=C-fu7rj0DWPg;Zg@}4uo`KH$A zw_w$g@9#_Er@G0vB-Y5)sEi@SgCw*5tpc30+L$|$%Toc#dtP*=03ez0{*-x;Zxlph zWgB+kwVr}mSxy7WcE<>%T^;?krG_Fq`a@kK%NH}fvYsnSmBOc!qcDOWlT zx6Ebm%RwMUL3?S4Q4Pg_FQ3wf$g|9q1Ih_P#!bI^5)E?#Oc~^ zyJ_D(R)@Rd{H%C;v(M)F*O;NC!x`MP0)pS4ppOb~9udoTl=D4$=F;t^<%Q!qpH5JG zeleh$y!9K;AU|oH*2*nfPAAMzbt|UqHV4{S(9(?uM*v8K4MS$E)3jPT6m{`V)Tz!d zM-hr&xf>4YP_Aua1&GIP;KPD#d2vY6C4jV|G)qF+8C-p8Ue0kX2amf8y*)BF&72XC zGDS}Fo@{I{LD1xC?ivdy_{T5ZgBbv-7z!(<)uDu_^O6}b`SZJNz6#97c6u9hJ?%Uc zVIY>2i@a`F0dZYPlA*lDrwZg8d3UaL@}+GR$5ug0O5cG_$^`8>c#DMivqqxFwk8u( z*6VliLwN>(oPg0&R6Wj>UlqlLka^U_tO_5}84hA~YO<4L*%&1UdShcBM?ru;CC_$M zw7*yAHFR}oT)6xBNQYERyx?>yIpQmc+NbV10(a%!}cG-U7!!*@cY<3r% zt~u888^wyUf#>M_yTGtd-o0{pT2@Jre`wEM%(ed-SWG!Z?-iYan5n$p)}Zs;9S_b- z>|1|jVpGZ}fR)n=(@K41pR6*&%rk(=8yg$M=$?E>*HphUm$qbu#FX4?DIB{Ch-%=_ z?59AC{DCt;bB`2il|K7wYSNC=9W=%GssB@vJgSf-m{&_#VQ5PUh6v~1vcPVtIRE7u z{2;sT`_?>W_>8RVj!cI0KCc9EX{F+56|j#Aq|fGXN)r7Gag2@{Qr*vo53^V1<)mGs zuqji{vU2a^0lGA+#KPYaC?eLtWb$Mp3`u#v>w0b~j-FUoP+IDk>R6zGq+0nh|_f7%dL2@4n>}(7k>M<-j}T^0Z%$HHmbnV!k$IK=|}Y z^XQ(=VBWH8<*Y78ab_U}JB+3)($S-kO%dY!IVXQQ-uOjlaSL;QIHt&jcY)&d5nHM- zC7*Pj%5_@2KKwL;!`3+>InFyrAXmFmb1YKYe+__Vr$y75R^kp0`>L?-YkXDE2xsrt z-CLgLTw(aCV18lYg@0;eD#h|Oy|=`p-xwlZX^fbYY41i3ziL5ll~hZ7=SG$?)*n0R zwNC2k_1avCV}j?Me+pslbUX-=>Xr@=Jv)y4lwK=lx7W_u1k$XcyL&``T0;wHrxYt) z;P~)A51PafE^W>W>yD9!+4kGIRnF?4_2eis)F}U@ap8Ef>P{W~F{YV4Y&6SLB2V8lx8Qg2A%&2Kl9hk(o zSJL;o1(SZxBy#-Hgv;lO{TkR;x^(LywP05sIJ;@3Cv`^@fh{8>_o#d%cn50vb9_It zJIJ}|Q5$ag^<8}}6mGHK42Om}(rn(7`_+^>+0)%9Eqg>1EZLlF8fHM6GcSH+%kxZT z7v{`*%Uz6y;GOG)dS9CJq}Sv_^QI;IDp0;P< z1kP%oV^jMW^<&^Z=wf`G4|t8q? z%v|E#;Uo{ljpukOGqkh`&ad*-azz(2lpVReAvG4+V92A!K5Gp6-u)U*Tx);yFsshM z9{sk+2d$%DP17u%ZsHX0$;|Lke_Odc6p10cKH+P79RZ8iM{`rJfj;eG(POHxy~6cWa1dnl$U!3qU7=;wY+k1c+)xbZwy<)2vt5zulFT9; zBmOIu^!-@zehu0^9+)bOjt9sKSa4SrkAqI zs?9E|Y^$*)ZQiIt4jkku#A-|9Ikm>iVg83J(`~GNeJ)ye1clT@;zhKRf;S6qK+qw-*rrUSxtzwaW z2DBKr(`rt5?;%BZE5NIBZA+wIazgGt&zQU;n;0lNo$;}IcS2+Raw05p9D7*THG1a- zTjvFPF+;DWI-t!l~2c>8K%ypc@$^<`ei-+CnmgbqWq(0w$-G0Eg&sT z4Rk6n&7eAHr2po6&&dj~?jdredgCWkj5)LI$UU1T0fNA%A5|$rdIH%|=I}qctS=9p z#wP=liCwiQ-eH1lLU<^?r7^~$jo?bYSJ+oY^lE4`@%7;R{F)LE6D#t| zS#8F11&VoFCkxRMQ#edZc3PNLL(ohT45LEUAXT^Q>7{<0l*S1Aek=30E${S0@O3b^ z=Ma`_&7wg%;I|4-J)z9S$eZD_B4EkaYgkP_r@R7`-&S*L1a&#R=TFhIi+_-wl2Wx8 z`rD3cb3$D(Kj@sz5WD)2cySal^vT`%DgC86K;Kj=M;K-#!z0ro=I1#(9I6ze9}i%63J)9L*h7J zW2;z7j5Ad>cURlzVlCga<3Z~hgQjS#2-te}3$FbIP6F*rW<(7l#ic2U)c%q3-$3K5f?mK2&^MV^K)N z7yl^avZ>;kbLH8u=aiW8D;KY+@slsRsAlhD1>;q0UrtO|A*YV6Xliv0fG*Hc!bYgz@3Z#|ukj{Rier5M_IpY5GHS1MstSo2#M`opU&x}>!^Slyq;N)Zlbe_Sk;BFdT_FwOl#Kbw>Oc>pTYyYVa z^Mkp^z4H05Dd5)SWd7}2pL{Fqd>sZi_D^yYLy_9Ed~Ih{&|jfM$I#IDq@meP^Nvkr z1J8u1rT-Ww612`WJUOP3ZZ0=|ssMHsc%R__`-v~yew-9`?XTP&ETDYLhYG;@ek*$= zh&XAsKV#n5E;OAj-5RGLVs-?jQ?zgIEu8xGr;6%c9B2+yff$9Rxz8&lufT1{fbg1( z(9H7~&dBn*;27o&; z&hO%LrPG9?_U*?f2oX=odp7#-l6h;sPc*NLDsj#f7Tl8fmXzw|v-4z|w+u6_8$w$% zh{?M{KLx*Yuyn%Wc_qJJ}RI*q=t_Erd07K-TDuJl8ZN&ch7V=j*f$zf!stXEbqPzGYd^ZyR6c~ z$j4ccO;#PHUDDrInx%RB*)ohb9>2pPq$oZrds}xGL_%i%XvT)sbWIlGbHoLlSwLEu-{8Fb%J$+_X_`CDqQYI zW`eSjo^Y->g9`5z_^eQ9ylK3{4QDCZg^OPl{nP}!R={2>Vl`cEYrb~|@lLjWy=mXP z{2jJLHc1eI+xAx~19P2ukAeSzbVmlGP8IO_BV8gpl?0Fbr#{kig&PTV9#g6U$Ukhv zau&@MwkOrBsi==mt!|MCDl1`VH2)M7Gvi}hLd=ejeO9z<&`5k>+xk!CxBW$G9{k4n zy9hs-e0tw2FjUxQMf)pHxsi(<`eO|MY1meC8mKhJKh@U9dU{NVfTI+;uD#S@tn}jv zjc?PpI3xG<;}F!z26ib;ib_AHJSEP3i__4bMI_tbY}n{Gp6RXL?pRM$a>tL?;H`aI z2-7VT+*ey29PIwm&M)cy5~sC8oUlw>n@~-i_p~hJikp7H8*`Ywv0>gYlv)cPxPiWA zYff}2bPcarAtcAfl{70>mJz*+PrxWorq_yM!gS6zDlunDsv$1E?&=382aB7uQ&O*&^+Ly#B2$a$Hf{sVUH_{ZiH59V!E1{EFoAo~6L*Dpe@vTl&?txVoWy?S}O$Sg@P$7IW4 zVB5wU^;Xd+BZD_(iAnb~*JMG*CxzltaZi;cUr$h;6(Vu`2>+JRe{9dwO2E)*Jw5tF za~)2dukldfpA|yLEDv{G>3sK?Nt2%N`W+`l_eOkw7k{lVd{qeI+*}fuQ(C3kyJ1&f zThCb5cfYb0;rq;@GP!&@MMrQ=e3$#!(OGKDLh?LltH*z)FcZvwsSbxG&Dh?3mx%;9 zq$*FziG8f>(!(e(DL?je#dHm86>eLKDz)_SZTl?xVrHn3fd4?t1}jfUlXQkMy+=Qb zT@8bU@w5rMZcSK7$Ci7qI1Hkf+VX(CX%ZE=DvWJQ9M9hC|F;i>8JwcfRejX?UUB}* zHU6a{JiBxT?D@`7+$+?(!?kyKso1VzpA~YAn8oZqXfW2l#93nEI`JTpSihH3UNlB5 z2ltx|kUDO6dtK9n2vNOsRzOKtd02m}uu7`s{n9N^ge68~26?=*bg|e3Q2eyNfjkyO@le&-XO= zrt0#TDhg~lXNE%1-YTp*rIWqFsbiDW&|^Gl zRobuQXreo%#oNhe^*9yyM}_5#uTQ<)SapQ9n+D_GDUa{H;_DhG-y&D`v2|5zXUvp4 zP@k)ZUk(`U>6xIxL?{ol=L+V3K)u4b=dY}1?WALN!e~d=&>*-h^C>#~9G|r-qOod| zB1wfbp5e7O`<{zE@`IKaMNYkrrt?hRV(uPS&pd$F6!7sP&@z zu>q#aN82+W`5EI5Huf|p52A?;wdR$;?AaBs!_Th>>$PIeD>%g8vQDp<-3cuz-4JBL z^He}9KcjH&`FvE$oi~;5O8r|0yDc4?UCo^p%Tf`{9miIodz3DPtXRJPTYWZtbDMXU zym@%n6XHH;?Tp=`|2%PewZguy@mXP%rnXNtAPNY-50lLrC z@Xk#M+b{l>w=)O$yzjC%fLNWrl6PUVSNKwt%@tkArD}AnmF_8H$g@*=;s!4E(GTRr zcfB~H|7kn2IE19H$_L-oQq~v>KXW(^*MrJvoPP!9@s`W8hlFo#vDTVYO z?%IDmR|M|xat(Y{_~%~vXYuM5{g||9+YyG&C@@)&8*JA~G>{W>>Tu5ybDm~rVd6E*PgQYPkFyk!7n-rSgr!elGDvIsWaZ6Zwg@07wvm#l7zyEt= zA4A4~?3cr7zx9xTG5T5^$f{&w+G`3kx*DChqs`qEh2sL@ZSb&uq#{H(Xqm|c;e59z z*+~85Uln+-kT2_sp?G!M$dkt^(csW4Lj zdjLpxapmv(Ba^msd&bVflb1tT_x|C}@mS%X733P(GM7-fvw7s}J`?xb(DDj=S5dq% zhnfYkgr&0(?7rT-D_VI=Zt=%ELW=xh+At)-lGA4oP)8`P|T$U6(kd zCJy7xrFngqQ(M@UUb?uWv@0FD7FK4xKk$O3hxxO}vx$_mVP((30 zl%@!QIFoJ|iZA``7E_k zc>zrmFjv_3HNGln7VWxzq-UrR5!f0F3DF0I{|94A4Wr+FIq9}M#XM~;=9wS_w@NbF zc2n^|d#K2F|LPesfD~7Kg4rP7Qx0q^tSKc zea+GHPJGkxaZ=4KIVDwzrpi_>U}?RYe-L9AC;50|a>3)FhV{wWS>N`MS#(L;ym9f5 z36;!UlFz2al?^|ow+fWBUU_U7^5+DVjD}v6)0<}~&0o&sa-n-5#tyWe7rzwC5yyjt zWS`BaSCsWH75-TP8`5o~$F+2A>WoZ1@s(Fr%Qxku@1ygzGdK4qPgIw#+O}oKy;s<4 zg?(P5(hXdgf8>@_hb-BVL(4-P_~(l08YUIxxa6j&B)K+iv&PlVp43T)Cg7SAmB{|* zvEu37Ke@|kCyTHK@N(ZjT0hp@ECPd72boF{*|UAhRI_xR?-l-8F*5F)GjyGwnOZG* z^6uOFa;%LB`w6GzBb#*<)>Fm%HO|k!a(@36S(E3_A?LaI8t3PC`M$ge%R;hz=d`B#Y1VI{54jIwKU(u*t`m$SMkxuQ=NM$sRP=SpldtwTJS z*2g~jEUBCYoxwrTXA?3J)5!K$JRKmC6~22z{h}=X%$SKO4?ZeruCD1}iA=b32DUM( zJU9Z!#=9^@NU-U&obXdiwj6g`!rg#W-Pv_f(J^Vxy zd2Fm3cuf+W^iF$fhGW7lTh?NkA~1eRxb`Cb?w(!SX`Zv=t{k3--{(U`Jb`+O<~g#S zZ-sNU(rw8hL~;T!Op1PAJ>Qc@WuR$IhqKatxp#P|uoRlsrxXr1>7^z)o|g|53-=cs(TqxgWa zn`(v(ZF7C)zc6K^iw6My695Uu{L`j4#qR&{RDsV5%Wz6Ptu-9?wPG|NE)siwWnwuxTv0|I3GQf2|1ATIUVaekQZ4&%~3v#%_Fin!o*WoIO?ao+dw` zP8M$!gG zRNl%zb!;vlv`aK+WsjD7RC^mlIqfpR-Z6UAywX)eQ|xrC$$Lv?5ry4^&G^9d@Uwxo6V1 zDHlJzvYb-8nkvnAULyMEz8R_cIIg;dMAxC0sOK(Wz7PHTzMh9`nd zH7E}_psVK!`@Dvwd(@USuvj-JT*_>~Pha24U*5&*yPwRA^RvSK_loN2&NjdG<|46@ zd*rj}=Y=yVlY3T+9d0a&bndb(kGNf151o>CAdM zC80g;Ed`OYn+@hH;{7gpDRAEvGN*yN+XDg=6gjv_WgbYrc84&T5*dr zu_4ZF<_Y$7(s{#CJ9qcVYe}0P9{Oa-WS(NB}i zdfJr~>4o^>zgFCs(mcAFR~kVms1C`rxx~+&=;)EL3_Ra;NBgF_IxMZQ==fN@;Lhlm zQPBJTM&Yxf)Ep+7qLaJ&Q-yz47*7&G`yBZ?72+)3gT+ra!&e3N3gZgOp4>7ZoE?Q< zDo{NSI_>~MziL|eKZWW3{k9jwPJ_>t7xQvlxnIM`Gn9{i`R;dx?j!z@=^eg5A7y|V zK6zM#j;644C;y=53fHK#<}=|fS3`SC@XYf8wYKoZ=cI2}UE^}nJNZdx>maCtDyUr9 zl5!jYZl3#ltLqpLKB8U!VqQw&xho)cPH&&9|4mP{KlRQ)blW`OlK$06-2muxyFB}NOv3 z;5?5#yEk~q7F(Vc{NN>j9kS7j2kY&GQ@gtC7;kxTRG)F>L7+V}H z?^s{+cR-tp%CrgT^vnYZ7boB4LgS)nKlxgR7NGl$_tV;+x|Vyog5cwQ8Mja5wgZvM zS7*S(C?i!`{(5hN{^80YahaWDiYmmgPrb4ZjuDUN%2jZT3+bfCH2^?}p!e*1_4XmIdxHz3jTO!-Ex*sVQ{L?^P zXTC$JY-HLL`wMWMC9N?qeoPSoJy${)5wr6g5sVpfNrcP^i@EdnSFil|X%8B_?R^;* zO22a7pH1s!rQuaj<@%o@!A8m@NgSWe!EQ0!UDgj$#*z|ryC0Qb+4`W-I!CAJy?0L) z*W7AdlhJbDc(NKVk9($N{r|2ou7J@=i@OVFZlI?sZ8U{{?v<|@{V7VK= zClZ>27w1MwiEwc@t@#V(&9`pLouA}dGZpP|QOGps1@s zJxTn+fi`dWJIxCnM%gZRqN7H09M$M1v*rH@@lW!B+W9s^KwBzx_S%$(v)1)7gsU)w z&%Xfp*?kltDw{pQFr0my*!s;GjAu#27&<$1`0`@(%?;Ru?eg1^tMIW`<&wH+vcphG z@U|z2PmQO%dE<<-mkQbD{eSW@T;hb)I(o%mYmupWL+J{@6o_d(Gvy!F=T7l1r<86_ z-ta?({w>svU)O2k-8=y9cYiryrD=QPYxf%Hi!Ke4L!Z}#up~5~tWp#b? z$)za7i8`Gfa(*GNJy%EJ+D%bD&X7q_auh!*N_p^7v0cOTQ`}A|nd|%cnu@+w80%ji zD)^Wv=gP=9bnJPagW7T7ZP5xd8Drx-Ei+-v#C$)gj=*@t3=V&bC-V=XoA;iMjYzr@ zpWf}8decR>H|kC>1jM@dkifnIHJ>Y#*SF1Hw_MS4g?(3C9~Ia4HGplk9P|+7`DJcr zF~l^X&V;P9=##{J9Uk}&_^jZ+h0)QASvSiuR#5BJ)V;bllt%cgkBXL5h|$B24PUyPA?*b4Bk0<$Nd0HMz8nr)1>p;|HHS$v5Sf zu=g;a?(>uYQWNjD3Kx~Hb{CnwKy#jxn&V>Egr|y+YbdMpK{N9CJ-)Bu%fHa|991gL zc!0XYVJ2O9l2$f_Zp~jR#;WlPDFvYK4V9zWeb5BiybYIRA|b!6SMEwBf64B_*eCda zOXmiFRN$2y*w0a(2|!^ffYU_8@)P%1UlP18=@rd+^WbUKLcDLbQ2zSY`~lp)&pY z3CH@0&vh0J(nxqv0?y7p2gHb;=6YXVE55D)?6||U%CT}%3hyUA>@LjCqZiG1gKN-zi;g-9;A@2K+oJ4Ho+_a@sRpg#{F*+fvt-?Ml zLY;xKf0k4P<-jd0Bu-~|VnP!0@5XdSV`bGX%U^D`(<@_r=|Y18ANOm8sYyUCWWR|x z_ovWI_3Fe{xZlcB=^d2yo>cayicreEUE`~Q0+fM61!)pxJ~!(zqhu!>vf@EmB`+0m zYHZmYdQXYlL#U(|KiPN1&?w$nu+zJKZf1urznlxwYnc^KpM&3*o2q_47R2lYxkq z!%J%Pn_#%5s7A`JAEv~EcE8jU>NK+XDnzcRq(Y{jZ92C+SLBAwvuH`TU1XAtyFsfZ z+_s9*D%{>H?C>e=8unF@Dhl;3CH>qA3m>NWFD@(H;svAYJU!Ju9#ak9R!c{z;^%&i z@a#(H6OHfS-oFJ%C@L#A&sTN{L2ae`r=6Ov-Ntid#Y&Wgi&Oi#~A^U`88MSHm; zJI~e{3mS+#3%8cSJdC|eJpIP8bFO%T*As-oyYw#yue`&298Lx7OUpUUko|T)d(6qa zoWdL>-IlYk4s3=zdMr&5xtm^lr{retXC~wgtN);YFP%rlf6&w|4Lzs77Ml1uYJlzJ zV5cixchHTMy4LlC)FZugH0Md;JA^&mFmWiW1OnnYa@x(vqeppm4ck1sV3plM7Bb2G zDrZ5Ny@~VWex5VgfvVyLn_Av$GFc>Fy-fie4uqCoVw2yD#`L& zan$krrt2{r2UOBg%;Co9ZrKYJ9@l((BJYH9SDq`ru0a%{JvXwLUH>{k$ARbQF;^er z`z6ebhlyq-bx|sH_oGkj^TA8agHQXQNL_CIcKeVV-Nd88T7HfT5qNf+X@75wAWIXB-!rKIl&@*G;E2V}gfv*Y$+sG>`H=TgyaxQ#5enUHG1?a2=7}Yx9WE zc_sL9VOP(=`S6^^h>-V&W}6XfCIdZ5kN} z5T#U|*rgCOkl)IYZ+dbB0#Wy)%R3#ti-Cv*pH?F55Wip|+2u1fg*iNo^5?|aXSA88 zkz>mJV9tKmogMvnaz<2@pVS~MH2lDKpp#kq_3KmcUg4h=3&&kP8t3FMPKcRyI5&WZ z^oqbI0{}ahWl%dUZjG8aPDxj6OM76bs%mk1_jB}Agsh(KkhALSkNZ$zAJ?eHOT2$9 z`?Pei8sc8b8Ou(XQui|1-PYRa6?DFR>ONx!I!+_+(chn{~%F{F> zm6uez7)*R7_>KCga5H%s7a!O zCJc;yvge;~_y?khlx^=7vAt;K5-Tx|PVt);wA_!mmXynWT4dWf+edy0R&l~1j3#$nU~Af$UguaGf1SX-E**f1>Xm z&Zjlscsa51yS-M#uRo70R}*X;ooVl+oQ~7Q_GbS*$!qK`nX%fju`2#tVPDrkLhWe# zE!va3GVEIBV`)X}l@e9!##Dj+a^T;#pR_(JwrlW`E6Uiv#H}~vJ8(LLbw_iYrv2r! zBF%uGEB0&f$abyk2Tv7L602j^NH8xr1*!IwN=@p8-TfAxiNQy$IpvyLMF5HK7vvP( zaVaJ)>XfrKxI^qttt+=RNow9vcJ1dxUPd}cVLFK3i z`N-CXeO5T^tHQpok!+W9g*Nybqx+%+vW=y-dNw`rVQ9jogY-bw5rNVJ1<8*sE-PhHuzZK-=Bgb>n1C3xW;$I_os|@jhZ9-G2f&1FfYF4 zp)*(y`(y?pN~c9D=+(86&Q4e^>6C@^iehL;o`stzFrO<<*RanDxrVj#z4!%_@96%{ z1qEJsN>3Gk7eBf2#mX;(GyNWwnt^(aHTMlX^L(p_DNk3GF!S%m6Slm94ISmY#u{nC zAN`af`W?Imsm4290gZtvQ~w}zy@z-F^!8OykIebdTVAgfmt7y%xcJQU_$goCX7Cl5pqb*-JSzNI9(wSYJ|fir)-+{F9eQrS=Fs{@Z5l0g)dLv?>~ajf@^ zxf2{TluZB{HtsTOe5tUHYtTF!wmU!3Ec&G)y=X{Gpb3bB%QN4OC=8XKP;0*Zkg=J0W!N&Rklo>FksLSn+}p8_CA`-roIxKhSJC zi{^p&Z*X;TS=E$oo&&9HK_c!nOgiTKEHzfYPtZy0y`mC8wzNH8suC;D(0)&i+#5Rg zE9o%??daQ-*vjqoP7DSPY&mDA_}!Bl8%i4)?TT%=5hT!g()T&rv3n5+FW8A4*4?!3 zcmL?a%ABj@%in8+i>Bz-t3T<06Wc08f##;e*v~-xxPC86{&M9zyj1)hF-~XGyT$d} z|Fj&)j;xC7qvE32@`r0&-=AXF^;Hq9@IIjlu7aPlY#eLo_Cw(6Q-yt9WA*>T8tgw~AvYt=Bm9xUJ&QZmNpMu8Mak-_jpW7Wk-u zHaUXh{{4DC0&5;C#KgO$Aksv$gu)OW3XDEwnm;?m9}^7kur<$}@T0=suaTtLx%nx1 z^Vof?@CQ#>ENlx8JJ8T48Gd8{+!4=6cIhyRjl#`=vjq0z(ZC#P1_lznsNz}BI>rG~y%Twm9?zCPvp z{vJT$>$drj#H2adgAbn6AZx*{_3F4(_mlus5W zkPK6n8c3{l;^MC-Sv=i-O;V{#j_f_10UJ*#m9e$lWlH9DHVxAkP3=;>Iak1vY4YyJ?lb>+p2dc!^XV``oK1h^ zZAs>%sg5sLCjM1{uZnvMnnw@SzvqLdJj(p@dZVz-ECzvfXI;_|bc6N|KjI%ySJ6WS zWrJ~Q*Q|uxpiA9Ht@)h0@>1cS6-Kcc-tYQ)U!r%=bZnGcW4TD6@hvSYc04(ACsIR` zgX9TeWYTFKkBX4O=zm*x0b`BTHmx3oJiI#ihewrH*9Vzb1`{EN-G9I4JgGV2-@H{M z4x>7YVh{l*G%$V_5dQ-QPkU1ri8gshAkNn#YE6Dy-xb$u#r1g&JfaZ5cJep_2ALb|I5crXRWoyD>XwD@qoEgu25t(VF^63JxhNt@G5G7oY% zk8uE6L8ZPvXXiWjT=990G8fa#gG9bdU-jTDt>0uG)cS^CHL%<0oI2LmuDC z1YIN6o~u#p4h`Fz=s3R4@fB+{cdS?z>qLQ>$K229@Hb0dY+|q3~fBqYP zDL<5neWJNIBsk1)jPSzsYK&MTj=Fj0F2C#dNl~^b$un=>crYl+6x2QS&x%d$BRD^$ zF^azwseL>ZW$G$QGmBvUJyuxx)I43ozAB8{@7ZvN(i8gLea53zP82#BnWAl?%W}`3 zsFOHyO;P&gT@U)HYZ7aqU)3WMBjSN)!1E}IhU;o$^aL{Qg83P{`$&NMF?|YWrU3X) z&d3f44}YgH&V1}lCh2i~^V^EXG1YIBfA=+S9t*E51?E)bO57XB^KUBFSChmdv3hfD@^vbBtysv! zrk-s1Kpo3j&?k^=+dS{jhu_x9pU%5yXe!(O&@7n}m)m@c01>|nbpw|Ew2U`QnJO)_ z-itA_I%%EYIm)p<=W7S0aP8{%^U=K+S-JF5!3+`a6A8jlGK#pTV;AdY_I{nG2|L4V z2y>@gB+ND@biEFP*{M6NCa) z@G=87<&M%ca${7f7j&(s?j5z(`|(n-Uqd`Iv=92_Y~!~R-$F63?6vnZ;jQGlS>aw& zVu$8vX7Awcc1)GE@Gx`RDuz_p;Toe|W6!Q_74~@zGYSmWUJ5&xWwZ?4o^5P3)2dO% zkJmmYXODcUGEdxko_Ms!4<{|IsNenXi(PwSA5HItRU!TQwRfL1pl*oKsY3nv&lR87 zK*($$-W_}vLviwO+HX?^NPV3cTgd^;2{@3!-~>)B}Q!!hv`> z$2)ecxV|blnT4|!%f-rtJUT=V#P-yinTHCLGZ;9NJe_HNXiVsITB{$1T$?ss(&86- zkzD0uK`hrq1~(RTddr=apgJo^)*Z;{K)Eh ztiXS&$Tkrh&w$S_j}`c=ScH;?^}}2^HORMeP^Vl9s@W2AIFTL{X~3?cFlTB=G{a9^3sl3HSR(yO_tJB?ScXZx(aJVK`ZgpLxKHW0K;4dx#e*ei@H*Z^}= zg5G_QKO=d0ivAmk4BN4-OfaN5^7a%$_ql!o{?lF-yVT5@YT%YIEVlj;Q@a1$bEaQl zVP0slt7HA3Ar3ub;NP}vG<#0b*3lcgdHU|`gUvnLpviEiigtH@KsSOZ_*mf|6)5Ea zww$wA`JLV$InBd@0RW;-ACl1g`0FS989E&6y=Ba!%C%`BK;ytbJbM2OiUC+0MdYJ- z%&#mou;r^K%hf(B$ffA1;{6&G$tyk+6K4b-UA+Jl>t@}6>p8_;I0Dq7fHa!Co(_KZ zmtVay%ZF+;)(Pq<{U=`f7zGH5kL8Vh$oD9CojHn66~;dBj0FepEN2DxxpK60Z2I+; z*+tvF2RHDLnL@JyIrQlcbp1=mR^wWT>N)=w&>SPPN-R+peLGAOFWl=no$Z&4MZ4aH zcw#93)(c-Jr+D3wgU7ZfOf{}`kQK1yd15;y3DQe$I53>D1^*%{Jf|y2S|&TidtY&n zOce;C*fqSFOpC+rksXTvh%0UGw`pgvdMW>`C?BIC)5yquyBDd@z{}f( z9NRYBvN$B55kBn=k#puTvFgq(xqjr4@UbETx1KBP>l&$OSHI8W`y#6Y%6rhvHq^-o zMv|1fbA?N$&ahswr;ErD(=@PKx z$)3-crxzGK$(}QDYPQ=9*iGKs=CWE9hOY|$s-XQvm5-Md&be}$jc)$@+mH5 zmpZLMQ!>ivbBh(4DPT;BX76$q>?)c>~pVeokb~*V5Y9c+v!Jp1Rl9=PQo1)aRyGv2?i13aWLET@N zi4e}sFSDe@U820k*5lUfq`W&EIQcsyGxxc|nV0iW@o^1iV@vl*_rv|G!oDh;|Iri= zci(&!l-GBKR|U#2!nzUzGV|2AN6Kp(Zh5XCnZ@om4yT#c+cnZVX`70o(mP5g!KtAj z&tc!^`?j)J@^5*o_`F7WhH6$CImaCn*^;T^sX9{khUhi0`54I#1W@k~&Ley#%v7er zlwg~ZOWm|K=UU)^o_B^wBs{!V;IpFq`S*QJy^n9E=P9!-{ON`@mRcsW@_v4~xj2q9YcI8w?&KBT*`@Cla*c}eR4k|Nn9~M?mNen} zIa`>+xS>0C@W1octI zP?98s+f(O;%ENJGFk5FZUq*Qr_wPYoNT9rEatdI#r1T*2WP&wpi=BPExUuBmUvm%N zQKy+_pq{kJ^QdI~Ld-k-pw5Tw6+Gc%SI(ugAv8 zl2KL;hfeH3>`Z$h@Om+3lrw=|u_-V?$3o4)^V>g&MuoE_8C9p`%`K@-0uGtN8M+&3 zH-8K>v`#wabHzj9PI{*83OKb()^$1)${A?-8-GkWdF2M|VlzUxL!eQa@GzR+1#%u$ zccL*wmRA<-$d46qup52%C~tiVl2DyEb_`b7gMQyiDDzLbPPHT7@6_y_G|h0xL&T3x zSZlF7@uec!$xD7MENCzv*K@^iVKbOGQJ8c&(*^mCFIA|*ui(iQZz{ZTas!shnWT3( z?UnZTtiyXsgdk|MC9^pFE&f#j78IiEPPliVbSP?Ja>WfF#myZ#xC)1P)ZaJ?A6nwo zv0a}PO8h)mJnE67;`;s+>}s%4|L~^_>(S3*>+8V$9^sVMyv9Tse8z-UfKxvDIB1{R}9n z#?{{;*gwu7iVg3s)sS^;<4RV3)N2LcW=C&*Fsl>Z^~jTP7&kx8Z&%lutJLgD@(sDV zTa?*RCohHFbA{J&zbV>-9~9&B{mphytnZlBy8aaJxuV?VB>xm&75IOvF!_{HPkJRP zjXL9Iiiob3M3`cQjGhXh=y_4HW!4yd;gfe5Dg2ofpcpK^*0F#8(W~>qU19&F;`*=G zaFawwtfoG3hq>w20_XQ27|8vYl$R9qhMgB|j0LAz-n9QUK%jJdqvM5}j_qfw9% zF^3Pi=D9a`a>-@BA3M;}Y5mU5KfSb5irs`<--rimY;f7FTZTAcREovl+=VwXi$pnr91(Eh!Jl)<3vvgg;5w zSwLOQZ})w+rJWrS0Bg>+a}@HM#!l#VoHw}g#}2M5$bcDtP?I9Jw5JO5&kEsrw)0DR zm%d-)KF`H-yJrhRJck{7js$+%qpd#9*QHn=y-}m$o8$Bvs)4O9grIPn+8Ap`COY( z&ZIFa^RM;m@OaaocI_*0TDKhB8UQ1A5CQl~szI!Qx?I6fQyLmTI5pxt@Q^UX0N(zgF0Lg``yZ6a+pp+Hv5( z&!mM5rnEbPu3a79754vd4U>wTc|Ikd*V*)*DgIB!0L3x#q>b?8-DMKc_x(hK7Gi`g zF&NB5NO!_ENlac&I;8g0a!%fOudvT+tQWRvy>fG?=VPjdX2vOwy=}KO=ued94+z>k z_?|B;STX5xv2xoHXOC1BBj-swJ5PEVZ`hu-Xu^_*vchxfMSrX2oE1_7y=C2b;a!_> z?{jDMwM>cGKDFm3}DRRq=~;Q^QyB%1VmJk5kJ-y7^En zf9Nb0o(xt`o>WKW57ThVN>M#k46g9cidaZ>;$4|s_=!JzG<_wrq0%l%*vFLsQn_Jr z$0$+B<#*vczJ8wjZNGj(+2o{$gF@zJcZi}4UDet=R3Dt;>zCW7=FC8Rsc;hxgyhZd zT`yTtJ*ylCI=QX6FaQ>EJ=7mfMu8rmovwSw|1(~9)#$liP zy>@RGV%=ym%VJb#Pb$7S@St4c78B>;m110)iQ! z=7dflJ|s7iHD_-XX&C$O_1S09)v?WnNXIXW%C&mqL#`;3G@k(HtND`gO@A1}D-F>oc6t%f^1YIUa~3m(2Yb`@9tA-*gsn z(sJEj&lPm89C-Gpn_EiNN{?f2?2S(svscvIPclkoMui(8xK0~t?+;c5Nt}u3(Hw2;W;9Fek zYY>%1aqa4HarF7-oaV)pJ*6{voEoDuxK3|_FU2w%Hr|{DTJpxPaTn~cuZlc32u>$_ z++1V#R236NncGnT0j3YNSrRHC_rU*1y3Y?o7wo}IPx3N_?v5$!#>f1IdGNJ{eO8>V zVV@Op4F{1Gx~rFSV&9&+BQOVX2VazIUk=D z9DxZ@V0!rU)-|3hyc{vCqY9Ge*>@mHW30`gQegdc(9S9S;?#XWe~AH(XMgv_AzSS9uaC-8}!b z^zv8ky)dd)pDb9;FlHiX`mt)>yGX}6p~0j^r4Wgi+Bwtj zQU@7g+Mn*}z1+*Wa_V$8w6k6(t=VyyTyaA@G`r6?@;Pi$<4KsVzO*PGXQ8jm{N}A zJLBJLcH(wmL*X9ZinC91;C5DEZWSzR{h`3%mWpscV>n-*;ZYx!I)^=f}_3ogh?P+AS|B|5!Ik-YCz%Sz=;BdmbyWsF-up zX;F{MZLQ8uJT#hKV3y`q$JxVQE5gU&(|&-tp$yzpFs{wXb1A0TkPUvP}2m&*CtkY_x~{R zA486b_tVLZYoq944;4J)GYG>y*FuLKom&F6mb^yD{I(oZ(k=`eyEPE#cCRUY(-8E{AqF z&D8_lfOVJm{97WaS0~NPQiJ38%fYLM*6trfeoqoOIE;VMLBWW*@@H1_}r~K z+1MLHgj`lDy9M*alm$tNg||gcB{-oQcPHV@RGIeBuRo-jB>%(ZJlC{u3#APw->$7T z>e#BcY!eBW)5&|qehvGqkZX9t*1B2-dcM?gICuc$G!oS{KUE-Ky2oqyM@5{M^k!LYa#o@U^`_rK)9GtTBI=eKF&F6~IDmdt>dxv?= zqIV7}B?cG#B{RO5ooH{tee%tYM&o_%&VuY){B#Xt47TZSqZ=m%bN9$x&&SClGcf}& zZh18vm#5WEzr@j_%04S#pB3-dC_hIi((A$=1X?O}&OGIBabZFhER(6mSH_5$%@Kh02 zzs(&PGV#9MZ@v9;PFhhc#{bT!iZnI;Ia>$Ya5_`95ig$ST0Oj+VEHIB5FvucOzI6XyUIbr}i+hqzq_T57(aH*NemFm!5qbx3VXi>vu&YHzP|q23aNRh zNaRrcawcT*?zQrxvt0XBLtQl-q>Sy8k^80wF9+pvHnuq-X;!sQwzvj% z%~i&hUTUESa?`YD_Q%zZ&6;xB$~_w~OESshE5@$JTudA>sLc%oZN!c1>4T{_{H(B^ zr=@=M9~Jnlh{jsk9n^0Z-*R?+Ww}_H9p*0+JP81&9&nm#?WX=wk+OOD<?-J(INcoU>|7^M#uE(NqHV4RX1NB*hT zzVGWaPfm;6lhHY9Q$I1+>7(NF8r255Cd9-$$C%~z*WPCjP*!F0GXPCA!^u~a2P-+S zI%)DwZyLPSRR`WMc}WgUCYxiRcXJbZUuz)_?eN3?6o1nlT$_i8CsU_ zb)V;)&Vc;8lpj4_D@+jB+1&UX%q;f&jw6Hzf z$9{O^sje%7ES5_nAq?h<$PJ}% zXEVg4-n;(APKoq)BXa(xnU=+51{dEzR6mBm*S7@a;PZ!D6(m`>wQaM z7M-{o@lVG=>*b`L^z_*E!@1H4>ub*Wv_~c1p}6?bYooN0En5%~?(?HV(qRWja$%Tp zzK1g!_;;?{(9w(L4RxBh4*8}a;8MCiNpW{S`q3j5L-?u?F@|8DaEM+^-3scoRwJuT zmqe$NYSPd&BdCPSDQi&q2ch*J#V`|29(ky491>M7iT~JP>eZBwPF}7@w>6oIol^g1 z9bwjL>1zcYEe+{Lzd#8we8+t2wfiLCk7kFa^dki(%{>4Ha_yMv28!c5zb~AP&a6Fp zPVre`Tdvnq8Qh&ga5pBl?jo*%a%o2Q?FkPvx4sijBR60;>7u)Lm~EPO*1b}4@p7SQ zh!F~haY7n?p|fZsWy;WJ-EvoH>ipUI56e9YjbAv49Y%_hIsuQtcwr=-O--oF<5{_S z^>13q8_Hu-6u;{lH4!$*6hGQ2uve!SkKPM280yAHr}==hnqOaIM6|3lTR}O0e~TBN z&f9EFdfbL7IZb#oo1-OAdfUgu1Q<19En=u78x>2>37JGc})@FM8|R1O=-16u8$_GWudf8 z-66)^MF>ecKDK=1dI}e-V&jn9r=+{PP)A{5hf(mxi8o#e56v@!7C+76Vf`-Z{9q+eD}v)2z*WAq=hw{blEQ-d3leG}R%)rLoSo~A0StGU{H+?s-IkeYfma~F|GF~m+ z1&ar}c_Hy`s;$(y;`&m@1{M%=ar^aw(`-$=S zb455kNTPHF_UYLJ`y9xbrS?+c^r(+EjU=Yq!CN1j+ZqI4N1+>~@pi|SL&FHkwB2#~ zMy(q?UGCVe2Xf%OqPRUR%@v_oE_C#%!apm{9jw(dODSfiPQGU8?~p&8^xBl9Sl|{U zAE;ac^Z?B2xRu-kHk{T|qlX`?6F^}7JXc7~P<_J?FM0o}@N`JsQULDrZE1?Ox53D# z#=6hd{piyq;G@D=4s@>Yk89wwq6PsE75c+z*1*3XCQ~zpsj}WUvz}Ze`dUa?tsfO^ z32D89E&p|yoQ*QVg7E2JnwI6nFKjz!7e zjBcHF%ofCZ#SQbnU*oHy=C`iQzrwb>EO$0G_LkBujt9YcP}a?{qBz4H4J02{=8%Z) z1ktZsoz+J>i5KtlwZab-)~``rPILCjGxAqO4vBRgs}A-7FC&@|NY8zC0)E}%+oW4z0zIQ ze6D9-7dt&8gK?O@B(37CJMkM~^<%e%R4l_jD(w3j_EBM9-=n$jE20=!P9A_etDPY~x-O0w8RqJ|vX{?{tcGQt3@m>aZ%UR&Bz^oIXZXSe1&fewW>W zDiLRAf+f$o6x-r6P~tv2;!N&yaNnjpxs&}6 z5Gtxgly^rP;vD?7W7N3ijL^IR_E8b|2dw7V{7hbPjuldKsL&62x<<6? z&0$EM!qtEKc5d);2U<2HXtR?xClr)L-3kbH;vQzbQR-CUEknk^m=Zw!=?N|F>6E8l zTXc=@6?zTc#hAIX#NW}cd%7Q;kWJKbirqa*osRazzVPYwbewMLr{bZ+iMFMu7hikr z`{JKW9C-4D6W6BZQ0D5qFp8Ch9}@<^?5b9e`CMm1315mb4?30;YfwqOo+|9?8giPa z_r=wxxBfnQqreWB-gJ#MoOSVJ!p3q<6_(p6LuTi%yK~~jE%kDf#POY(A*{X0oK3PT zAO<2ahz28QnsqeQJ510oMKXj&t(cIzuF;*=F=&!A z%^LkV4SFS!K$A$=e=LCa&b8kX^m!1NqV>YV}gXpDuI^}(CU=Oo#;IXlL!$Sq1L&-zck&{)NS&Y$x-|3VU*e40O^tT+8 z7&GkQdG7I6@pX-yoVlp4y*QhJU4WAWa*x%gkiAPuiIGA%*zU{`DG`p|v5ndvvWL0( zmdEqH!%k;)zX45%G6kI*m`nsmuQ0Blx#>eix?|3M;`1$mUDZC7_v&`aCQUhMxZh$= zf)6G6yV~daN4M`i-JybXJ+7)W@^kcI|pL=Clv~P*h^v-!EO+4r; zuah@+oYteu8T-^cRGcg(b^YaH#dQS?+mlRrz~R2g?)xU)=az<4>&Idt^*nKzG=Eln zUjz2}DY<*>$+Xd1dSxDgAgI?e+Am zU*whbR&jk+oUXB+$$tX7cUD$qJ~Gw5XJ1zrY&_2%qbR82iQvjmg%w7>-StZPX5K~1 zIx;>t+?#{u@j2;$V=H{Bs9AJd9m;XZ7^Z8JcQ?wOPpe#_0FiPd3VutEF~yHL3Qx_Q;`F20O zPI=bL&7vln;;S%74f#XaNs0(mX8n`KYONoki^i757?XH*YTY^m*ZIrrxMfiEe+v2N ze$w}`A@ar2owMgRxL$*^1!D^M_eQy${b4GJ#3^(7I^<{9*%XeRCcn8R)R}Mw%zt%< zRQ!(%>~`b|B+pxp1TvG$Ee9ie?wf52|5JX{x}rQ|W7GkcvL}_@QK?Mp#Th!$Byjtu z@i4@Rvz)KD3j3^R*We?Ks%+f!&34ItLUwE@WYYvKrhIiQwx)Lmvl}U7x-VSl#gO_J z-yDV-?}82!jG*~SVZQ(JmJ-2C1YMNT)1j^(vAf`D^*YvugUtSB`#t7?apohOnbZOA zulfE7V>8jvlwR`i6uR(&Atz7a!{{$pW(DH7r0kynFC+s~JR#Re)7j7Qv4YuhGNGxo z3Q+nFI}PmfO1L+@*sf~Tq6=1duh_0(rrD$*rwJ&|Z{m92bF8e~ zO~aE(RtHoCh|GX_M)5200_@-q@pm}9`yu`R0X;&G7507&ldW*nlbnviUZQ6Be!ji$ z`p(u@zrJ-m8p0l={WP2w$9{SR{c^dCC2xE(8=Ig_v~TLbrYB^r=!ys;wAi*z`jUzF zb4B{){2_U>E2lLV(6_#jX9ZglJaFi8u7~tNh8@^d1EfdZu|8rjbM{kXcF}}4{cr!Y zX%9M_li!64L!`7C-ktP(DgFH6Nj~_odG}+B-XXU6*|YTAi+euXOgwi}z>Z9}Z1jIZ znyUIrW&QH`WRzPH|N5Z@1D-n+Z#m6`V?Y(o;2uU|aOZLQ~9qZV8v_k1NjCVVGZuIkUMEYi3Fv)*f7} za=8@kEOPdmUG-CibM8vl@mcfPH1Q#62viWc6d95g}Ow$1u zOYL@eIx(u&ihDhCu42``zACQIiuHeAzsL1?jhKl`_QK4$*N^crTDdIuJ)u4O(ocz4 zkMKd;98)Nf9)y0OPiI{{RG%vB^BSbmgFHcNzgWo|hp7e@PktqUyj9$b_iKeSXM!<< zCH)V^Oe&#SsS_(*?G4`Mw@cUftiiiaU~f7;BsyBoV3L*AG-pj`F)b{rJl8^1w@f3~ zH|I05cAw-+`&!{-!rYt&Or1$rKX&jw_G6cmSdL4+M?1a#eUFunZGJ+&X$JgR@qG=7 zUik0VkXdwzj=CP1{I$O-ytGYi<>#qrrH8pFxx#_UL15o;mc&MSUHfL0vHV=I22V$1 z(|z^)Pduf2SkbtWEjbV{;afgblo_8tz57tSXZQNmRQuoS>>7zYd5*@`hfMFa3$DcR zpqVOzc{28y{2*_sZtJKO374ZKI+m9Ut%Xk&<-q-V4X+th=bl$u#XRN|c_GfRNNLaS zx$=_{QOnYEoksR9IFve>cB77<<;)S`*z?{mI@dZnX|%O)*3()Emo3*k(il;=lyu|l znSn=N$#nC&Q;!}lxRurCKzNMGO90+A@TYs&b=OW+%yRsgQ zPlu)}@HQv>_b=w=SdUDU9$i0Ib5pN2Sa@6U@-Hr2XsqU84N^CQlm1p(&pjW=jq`8) zS?kMstn>_dzce zw8WC{C{k~#qk$pc!)yImGhk(Q!D$+qPlPy6B9S~S4W4+~htmS%QrrGwH|5H$mJ0#UDm>HpQ>nHKthdJHWnjdUA93GtGgaJUXf4S4g`2wUg4IAu$pz3e5W{%&-Bc)BH9|%4CJv zJnq7^2?V|DOh_+m3me~(rYlRKi|&nG{$rmN*3vs-!nKk&(qGD3A5>VM+rdpM?Kj)% zFuW&Ax;iYEqu+)o`gU$8gd})u^TcBdo)S%H#>puSG<`G4IBa|6XbyID$8t5j_50|4 zpUz$cG&`x$iRNihLQFEt*|CjtR!15hmnvcg_x!h}C`=?o zAN9+b!k(lXoaY{1=xFo!PqrM4nX>2(GQO@+HoOg&GWPqlO$mxjE`G0ACi}s6@MGe5 zs^Yz2!R67t@wSFIqbE%4(DM;~Dq22fpl!dyjq*IQ*o+h{Wqk>Kn zn>+F){+6Uj9mYI1uL#UN)gCzWPlqP5IeWR9Oz?UVtLu3m!RcMs`(6KAl8l_WUvCvC z;;^fiiFc+O=in6z|D&um-YXaE@go9E>Vri2D0^^IFNh--2!l-q(K-Qp=uOf6EiIGa zUn|y{EScnVvW(r-+b(APT-hszR-k?t9R1k-!!-n$^EOAmR_}1idX6Z+a`J6_OE)LZ zrX_PnT;7=r_f67Z2l{#|LqSSK#s(}C3Ylurg_!-bHcEmp-|HZ@tv!Ar^k{^XU z6UyjSToUCxH-vFFL^ogA*QWQ>6UoC@1zb?Z&fLKdZO`K5>yn=Cb;r(0B=i)jW`vdX zXXc+*7S?NpjLchFXL@8>IWF-D82o&si}&n)j`tdLUG;{Y&K`MWe6Fys3j4eUB@8`Q z*!A@(*Y`KQK0hU!PxURv&g*-q5QoDf0-xG@eX~n-gan|l`@=++vzl$Ut^=lY+rKxq zdqNTdPpk?-omM|)#)IUC3h6+4|8XU^xUE4m?!w~2b&rT)qFmxFx+h9IIOmL3sX+tU zGlwKZ^yGYpIY8jZBKY?)4o!C2*AL){ z0iYH3eT}aQWvTH*^U~GfrJ|y14_s@r{Pj(hj~*>W{#{^Dof zjlE*TQQc$qx_L3qatL|ID3fVI`HgoZZ*iPo@MM>cUX-zw$mYTy6LswYb9}47R|Rjl zrQ>6cfFCfWGEMMEs?mNd-iFP!iTBEE2h?wnjRO za9r|^^WSeng~cDUui2ZDD?cpi$@8PaKCdAOhRq))wbiR%_bp+nJNvNzSg35QD`SlrB3Cd(2)ts%8Jagg ztgFFL--Ae<><*OK3r14&{cmadN;KZZ(wjOF9^{*H1~=+JH&36U%Lgk`^P3W3SLgfb zZJW%{!qF4O>mm}v&&abQ$#y7T{ zz4-;#4&~fA?Hw)cBt(G$Jo+A=}QqskxN7n%OA<-OiwniE@p9i@Iy zF(TOJ9!S?WYu?y{9@d`}wrwX*E0(+R*5+!HrFYjlXuwPJX;-7EccpPY?k5nBCt}JgI%QH|o}ULC%{0YXlL-VeHYz2-ux{ z2I=QOHY1M}pVzRD3R9#PI?o0;&!YVCz%AP4TJ3} ztd|N#dtfaO7#-VsswkJlYja85U01Ms+<6Wg#WQ0%dqT1@*1H!$Q*xoHIbyZ+v)={w zJ<2=h%00YY0`w>EQgR1^OZLKHIt#|*A6$x-3Ep<%bLvl%PmAB{AwAvuN>}($W?v7@ ziXXL9|KRw`&B7Fai~vYUx+=x8AM$VpC$TzBcz4dG|J^aK85rRolC0pi>0ULTFjpjO z`E#rp`CIvYOT4hn(@jzUZZc`WVi zb9cbZsTYjA;SZgGXq(2x7;NP>WgZSA&Yu3-5WHP}+q#CsH-^ZX0^g^kqnkzibNnRm z)9|3=P$iFk?)$CtG_svM#W~-T2aCf=t1>}NbFBCY_$g_E+o3|a3jg>2#~}~+P4&E1 z+!w`itjV9(V0IYg-aB(Q7X4Uz?dBK!Rk2^gv;ryB5jAPJr2HVGeGYx$a?yNtONt4v z+j~V!&|j_rb_G=4xHug4sYbpa(1aKa&75xP1wTFOEx%H_&*C_P4~?^>?nJH^y_D=h zw5^5zp3Kh5x|JBkQ~|FJV2wBD`mqCM&-7zn&M%<~xlSC|P{j(rPM&U@^zHk)K8|W1 zI5E2>_v?-m?_w!e+(lK=lLWwP&_~6`HP#|DH|Aer!5|VNr!plc4@HE<_9U}X=aiUJ zzkVeva4Iz=pI=XjITm?1FRN5$>bzg$%>kk+zOM24JwSo;Yu z`p3cNf32`(O#gZf>2lR?3&hBLuE1x7G4~u@^B!|#&!}%Y6~K!l5T0G$xaXncd*lTh zpMkQsJaGf{Z&62bu#?`{Cug3zd5@$T&E!JOUqZzxd25#cyu27^Pn2HWO=@_z3_HpO zJG+|up}TNJHmifB`-Aq&6))%L%CoXtpxz7(+j6Vi`#b|55VYjncNDH>1%komIyMuj zTPqzlj=;%3`R~ua_EUj#ikWsO**j2z!?D619NMV@=cEZNlc98uOG;VucaWJlt2qYE z3Mymhx#BS8p}q2YnFH0np8%XH>kD6}{DzLff_3w+74~_JI7W95vvg?&#hE}ebqWyx z@*RStFthHpE6LM!g?(uiFLdIt<~6X*v(Y#L&lPyD@banAZz{gDX&TCXp(m@8Qg`~h zUwJ2#c_@ky?|EzgSOh#v^3)?Qyb#u=)%OcS-W@sxB>$jN*mblgvIXnCZAxLq#@lXM z_`2o+EB`cpUQ#|1o*a`UHr)wbfqZw=3B>>K?hmurF104ZcUO&M+mdQ=bDQVX(84DeJx|6iiPBCL_^e>0 zw=uhrD2v%=#m6;RLIcr9B~Qt}D*U@5Pk+MbuBis8Te@3gB8pD?ZF3khYh9o63#03+ zz4T8Xb)D2L!9VKx4JZeQ+HN&la82+4-Ye;ZHYzQEY2ae5kvy z2f?_uW#T7A8@D|wl%V`QI`@4o?@?g;Nq+QhxYum z6Q&cmFzqQB4s;dK&HFtGcsSoKfQ(eni=5J*kI1a=ni1u0IPA58NG9r}7m(l&_dwff z32-jpY}$M7$2<{5G!2a(*p%RV>T)KG!=+4lLbryRmW(ZB_uX~nRvn>opxOj4=N?Xu zIc*~05Zr;k$EZ%4c4Wn+vcJF&QCVEPevSHMFCy%0c}Z|lf^J?}CM(^o1bxV{x*N9V z3Qr=6bqCC@!E0{O$#q)!)wc5ta=KE%3{Mr(Ic~|th;-XFDdN_+rMYr4OZDqKS0CP; zC_EYeZ4Q(OE7JK%SM8y{{@*jH&S2tV6(IfJ|N8ZZgsCmxl-6MC*!}?|M`s_@nNTO* zYiL`_#}(vuaG&G7QZW=q&wl!QFB>YE9X<3@M)LqTum?*Y)ie?|@ZgE-ZpTYEHStrjNRFekIbAnk{sNV+3N{jds4R z#zs;z6zj_wU;c8MA4SRMAZyb7T)8~m?7bqs)7v%d`%}Iu4s#%KOY(+%3xmibjQ|HG zbsdr;9lJBk)`N;I!SGnY`L~5#wCshlTYKm~?9gk^I>1#r_S{$|j7;oYmUQuU@lsRV z0ZurKuXHHv>$?9C;H)R{oZzYN*VeIJU8~XiLPEdN6@pHD;M|1ba5EzU;br1wqhi7j{h%BhHaeaGm)d*(o8DzCG9pe#`}=hivf7B2=vcs&Kj-%v$=7>w4-) zJc#??*ymjc_-^XxqF8g3mu&~ zAlcXRpz}-!_V549KJorL&%uwL8Hp#?R^y#x#-`Nps!PT(#rd9i8G& zY=$`Pu7pb%eba^(7rQiIrsfZW)bgZ-zn)%i4@7D#I$DhIPS+QPR{onJMGoBiq}g#- zD64m`AV<9CisfXZ`PrI1S?%iRx@cqq+2{<_+M^f_YHWSNPv0y2vtkjsw^Jjrv0;0~ z&;xlPz0N^p)*> zahViZKYNU1aDy@rOtSPcOORaOnu}&^k2!no+7(0d3fH%CSmR9O7@5?QG3~&aTb%6( z0P)9tsK8f+GFWAPd;iam@>EV0VaaLT?^AqxeDlYh#2$`m-K$pGY4Z8`=|3Np@_ii=M??F1e3gz(Q`HYwZcyoCKa{*Kz(~k+vGUuqCK%3+S3Jd zEWaGeDp8MJFDK3tzww-q91fSBa5PpHXCCaU+!kyJw3YknV?NcxBSrpc?D7;o& z@njVyHAN_U@tsm<}mEa&{n_1B$UcfMhiNw0&Di;g zfQ=2wa~IC${x*PftC1;HU7e3mwK7hvOlo#3n9VVk-)ucX zefH}$K0k$hdY`UweSXu=YuJCdM*6U7h8;Xl;$G)fJowajcPp5E*7%2RY|8r3@~nUH zRw0XJevj2RI(q(`x}16IVO-t@rx{;4+wMNBF7vsE_r;EG;v={0J}a0qD{zC%3VfS+ z7RE;01Xry_IO$z>n9f$Jo6N+AD5uN0WlyLJg^Z#2QnRNaQTBq>6p(S4n(#WeO8s=Q zdTpFsB$fyWuAXj*7Y<^WX{*4#8|(Pg)@0SZd!>jVovg1tnMDst#9?*gT)=3@@!PXW z7w0=6S?EdlE@dtEOTGM*aFa6a3odH%_M{Uryl7 z@qm-hy(e7$?E|1`}{*way=(;2pTwZyiy4d^T@>yOxiZ@!I90BCwksJRAGd%ISAR6 zNwb0S)yI~vp1mbf+O~78Q{8exX@T`WKTd+N#|nGD2I1n5>qoI&s&mZWC9~pRD|Egf zvm`7$$es7`6WgVTUD)w9>2JUGV7mhchxktI%lq>IhvUVvf2yarzHRHSkbzho`(& zkbR{Ky94YF^jhI|N(}xj(1^XDAzW*hmEVII{kvtP+7CMs?D#2!uTA*rVAnSmr9D?{ z*AVA8^4w833-S*0%&k6GwDuhTli}n=zLGoQyiQv`;p!`zcW&4pmBQIgrFZFQ{IT+Z zPkzwfJ2;QnIJ>UQhn)B8v*P_4iIYyv^-82MF=_P>5jI1@px&4nMlOkU$3*FunFlER zqvMtq{V8zN6I!uESuzKb{-e+h=H*Q3KbSd;4Ws9&Xl|zD?J{TnIqD!Izss#nz>j)+oGN5X zKUOFaL6cYk&U<~X@Xrdm8BW~MYJ~Eec8_i+j*&beb=SFKXoYirwq%2Oyiv#5JUsm_ARX=19qjx^R;_E-dRcg6?u`GM zM-gwhxz1YnZp0y|%`2V#a{Q};Qvf*cwLC=DIo^9d5c!S2S9qn`!;aZc0D#wuY#n%F zRisYe+{L_k-Bco5<9yFDQlM4Jg`ZrxqO_~)gqJv1jx9HG5CJ=%poPn7malkqzEt2) zVeJ|oUannP&(7DrZb#R@tkvPrCnq=v-e0&2o^9s2auRp%^cz(;@wNsnb=iGR>-v{a zgyeg@hEk^)A1T^3I}V!<{J$@Zo-tJKOHXtR%CS>-f#X>nslA{3j4ze38M?GNrns>7 zUMdt0)GV8em@4t>pS&teAQ4?Z)+*)Lv0#0(D}(A>;imQ;?PRgLoIyRyIVEC>6L=k@ zO5I}GTh8F+{M#$t{eU^Tr+UG|GqnA-spN{I*h_`~mkN8W$eSq+L$ktKe~3)h66(yi zv&a7xPC2W?D+K_`RgipSobaH0&l@^wa`OE5NVuqL8xsMwo1$#N&)WOKlx$14O@7cv z1wJd(b!CX-lFU8EV3cK$omT3R_1rKMm~e5`p!+eMl)|KH)?SL&_2@pXd3Jks^453m z*S+4#j|%&^2LJlq_Y39qyW=or9>%966K?TZbD4YoRNuc{*{Pk|z9SWyJ~D5ALSqX}^1PgPrvHx<153QwJT* z9mqEvw<9E|Gtj28NqvI`=J1{^PjWGKnYFiek9Bt06uKx@h4Z0_`Z1Y$@#D_9E8*4Y zbxi8+QK{kGJ*q}~vzcEk-4-D8TU9{hww+kt+?a0SE1Am2!lYvx2cPF0m}k$OwT?Yk z_-94FvT$V~Arxgmt)NpCWe65DO>5b6r)6R3U7wa(_@D6coxSHTMy86MPZdjk{dx`i z{*;f32WEMk#z1G&i+o6!N$u4n>G=i49fiChq~-ZrwDIQD%FkFX?9_jVS4G{_db6WH z0)Nwn!rjM7XQvYH=lwjZ=TfJqlgu`bM1!{q`>I$y|CThdp3SA^cyN95<@1dv)X6>H zDDp-Zl*PfkPu0-Oa(oQVcg$EG&Qa8Go}A)qcq05UuV3F6ivYXthV8R?Vp=Z5)LD8%Et;8y*G!$;yd8A0%s&|RzA?N$0hJ9{Q9hA#pl_T zco(A~6SYb;BZ`*et!|!A75J=h@yKi`ca(&-^$ub85KLL@si8*mxr>QES4a(es9&yE;3A6K4r>iI#e3iRZ!jT^{r zz`+hHObHu8lK122_^2L;IZv2PNuJL-dhc-G9nI5vsqoK=OdrI7B@b(C{cVEh;nD3| z(syGpW39rjh!NpIH!gL^NL@WYjPkY6(xAhOvEOx?@>prT?iKXfQ)Z0JOrTB_MhY3< zH6u>lXI|o|!oIHIV*kR9!tw4q@eIz{aj~_Gb~=IAWW;LjM=Z6tiJl#b^o12lP2TCT zsAyiaW?%x6?gE)-d$eeRT361y(a^Iibd!G?82xN+;-(mVXEJ$lo$jo(o<`vO-XcJ_ z?z8C|6CpaK3TqYAS{!2&5>N~l!+H|Q>I+fWt~~3NcyT3^z3JA}8QnJrf3N(xp6oQ~ zek?p_Y#p1|T|cNe>v@1+2Fj#n|Bon`G3#?vh|}V*El0xY1nfsHoUepBW+J#xf5;emtzbRs!!EZm?z*OiCjZF=lNN{6Q>LHrwj3M&;q3e69~JHgMueVksfF26{~FuH zo5G*m8uyuJ^-6f0y`nmLr${Dd{yBFS=-tII(npnd`k$xliFctoi{?qKd?}ipjA4|2 zD-LB3>BlQ6&%0(MI!CA5j;0ujCz)hePw(8-E99M1V%LVz-|M=2|7(Q-fZR>Je^V2; zMy(i9k@R(CA7j&J&wWkyScC9Yf$s_rQr@1P{&$}9GMey%gD&hbalB2uH|B6eac0uQ zUrwU%3+vVs1Ar3Q?q0(oQ}ga(6%FUzZK30I!-OlTMgq#aKxhA8_YFkuFN);NHs4=v z;%E-s7LMe3eBJLlOt1@fMxV1jg}ZTY3aaIVW$abLI33vMJF=geS9sv3m0avcUSDXN zhUm1|2Q9vbX6aQFD}>qgP{EUC^&a%{{QIo%|Az|G3Wt}=$cZtN=qOw}dRWb)cK>zG zkTHq_hPBkcdw;ot47A~egt7UK^|9NDj>MbqS7Yut`uzwG5zs8vdIm)33eroyE6NhJ z_CxB9n|O9b*7K#k!{U$8OF7j;37iy zc-WhBOH;P_Vs)gJ=j3mhDMW#${yng#PeBoseb21-#0*vhvTMH+A7{m}7F#a%APc_YQ84`KFN&1N9(+@+}$1eXlrN!#*oU z(`XicipCvX3JCFaYEHhDUs=kt$ss&vVlZ;m?Ajx#gkp(2E1W1GF^ya75}Wu@?P1-wy?#-p#3g;7#( zb2Ue;bjg$Uc8(%vunf~vhmhpK`U$(3G#QcIWQyiJ_7~VbvzR(5sy)Z``B?fW@e=0* zGT->8Tgps$06b@s=enK@V11HvI(tS))|t@hG~fEjZtlU zW*ZNguFw)IdGnxiW!k9ZDJjwfIcLOmt}f`;NdK|mka+Ltnd4j_?S29d2fLIR_<<{l zGvhyKY+l%SN52ZjwFlqgIjuaHo!xMH3iDb&XkB`A7|Ned6lIi;TsabQD)8Ux{bf?SFY-37Q$PL5G?C#+=2%vZ-TpKwwBm7l!i zbEyJ9s?jS?ynMdBPemhp(vk&zOu2)QkVGLviJu#%=2z$H_Flp1gH02_XR(h8zKKH^ zB7cui^Z&5T|06vz4^I#_p2460M^k|t@y6%gRZ7~&(qZO%i5^E2~Maq=Pn z<#|fvCytH>DXrgTIFuaNJyff6jMKb_Yl15M$T#r4!alAM*81I{z1#}Q(T{e*LC2(r z(|okBmnEln?A$LShq8RuN!5z#apjbxx#m#j&TMn!^~<=dW6FZYVpYUUV_iZg-dMdh zb_PIv@6^w2Nk+`7h<`5~eX;c$vkRU12lis@-vc;Jd4wwhv;Wi-weolY1-@vZ+z zf4Zodt`1a=%53Wx%6hN=&&{l^r_kuxC{N6|kkGL;(V zRBA6u&2xo)U*o-k?>b^Vt?`_yYnxX%N{JCp@!o%z=z{TGVeb{pE-U8nB<3)8^z3ox z+&N;au+Iv)hKS=Zw`+Kx1G)Nq*Lm*HeOh&n{`}VhzI<5UE9~nU`Jc_k-C!IBcILu) z_WaBW?~Dld&QR@njf6@{hf=LJDeRhtCQ+xF1gvh$cc1UIN1ZYccCF~&hST*x7wbHs zZ?>~L;VF~c*NXY$1@%5u#M=5+p`^3_DcEzBhIhx;l~GlX=KmN5m*n%=&SG&kRqflx z$Gy8PKg{?>na=*(k#!`&I*ZjQIUMg5rmqzDK``M;vU5uwJ#K!G==dmu%7u5~EfYgr z0X>mTNinOAUS^H9IqIM?+iX*WAa@`NO?j;Nx<+N0_oReQ@;Tz+{h--}qAn+>Y;l zc&jd#)z^xQyC47g-o>euJO{z2YnZ@xXt?WA%-hNe|GyH^f90juLQ>bVG{P2h5o;vZpRRk+s=P%`u>OXC!<4pzb#HuiHIZI<}=k#MqlujOR z^C20VpR}EmCWf(2EB^a$6^FEn?HcGQ?gU-&=|tcC^ks2v#vy+#%KO+y@3w00@q`(~ zE#(wd-<^$Jvae^$1xy|aVU7nkgQHi(V!6G8`DM$77>=;Wa~PCC9|my**Wy90Ti zaH!$9=7T$7y6;1sO3EeCttYb(9{fXKs&;IZXHo8zj}^jm?A(pb&)`_W)9PJ~-n9uG z=TE0rrzuvQ)(Ta)Z~99G$e7l4hjvfLrFGLGv&I{P)!}^GU%b)?M(lR{%W2l)?ANF~ z3$y=Hk@UY~+MWl)V0X^W_~g|wyjfA-sFIR+v&hJyhs|!d%*aUAh}jHSVtDgs=NY1wJdp_1^m4 zaPX!?=bv85ffogL&RP)P11)KDFb6FT5N{RsQDOh#8i$I;g(C_Y#!>G<3K{A7GnI*E z1y2?D4;4AlggUmRc10-e%_SgnMwZ8n@YrI733bcyemI&c-Za0`v-|WKoHkT}vL`n^ zP}=Z1?Jq8ffD5Z)^R^{)17~+asW2IO3X(@|Cpmp0)@g#`Rf2l8|$SYq0eJfnNjV*9!Zn zu+MAMxe}@bt(jKYj<)LW+YsGdA(~8J#G7~SP zd|zT3Ih%L7aSGxQW4n)6H!B?EC%vVp!io3U+_RyX(~AeX@q!i0>3v}^yVe)#j5}IC z$lu|if}zqw#bx4O_)y{TeC*yo9+UT&dvuRGPj?^~Il`RWfv{&Alg^WW{q1d78X6d( zx{W)k3W&iRRwIYC%2?hLQLLPf!Z8-ThcQ+jjP8KBe*Bg`*m_*wywh8D%XMWwvTx_P zv}h8C!-iXCc5RVio+`?#V#nz`aR*|#LT2;c-`nSk{coA18qkh*9Q@dBR1#-I(bL21 zwc>ukUn?G2Cdj{~6uJ=C>fCS1$;O3)R;R{LNBWjpZdO>%0aIG2K}*=CDNox?Un{Qv za1Af^aZAYc##HgmrKoh#+ibq_l1Ra=JMxg}y^HWf(TzK273t)=alZdhxEEy#(wz|R z6{VkRUTT&(??@P?`LZM*rm`oWD(v$baZ9IJ&#hh^>f-A_jWuuDIZb&2i#%?+|gnu zpNadr+inWV;eDz2yvBMy?wR;FuzuwnrEKh#H2_l!UB-jfjPK+FKj^>~tj_53*b`FI z2>!B-y*rh3jrZnMvh-0dXO9D~j}W8w%TfNV(=16fc%+TY(^~y4sVG~H7(>sM>Wiinj=rLNxVlKuaUYsU99! z&}r4#nf7i^cPvI0u9@UA<#C$uihWU4>CDJJ6F0)XPe`}%mYoOAGhQ{^2jXl z8zkSuQX!M9-)-Ng+-mo-W<59x-(P9HbAqpD{)_N&RVN<%ibq>|{fjXmx(@zX~7D0%2hVlsU*Op&rOo@;Q-xDvc&x)GeK2{jl zoGLuEk?yB6a?Zp@`whhWQfHHQ;(c$|9v<>@ADx$cza zwoYq)WT^7#q;UhOxu7#p&wMPNV;mc1)A7|g`++Hodqwt*N6%{G$Y^il7WEChu44Y3 z@;z+Vy}InCSm!7dZrRr$(&50{M54`rixBfz@qP^_p(h@b6nEr%CZWf;mugR8P2LYr zkR%B}sT-#X`@Y6kMQ#lf-dGipdGMfbNTgp}MRnq>uA*xnI==gUa-tX}h(Iz!Y1N)n z=3=WGZ^||>7Hppt+civccr&KTWhYeSk{>umr?a~CL`QEa?&_V+e{DirPZeo2@i$q; z(QB^~9wcQ((-~r4>;CJ>%R%Qjmz|PxZuQIj1#U-w%f3pr?qY4G#-5>~Tig8kUn&CrP(>Ggpvfn+^+&qi5(Uf&2y!?HO`_0{3LC*R}f={CUg+zd|KCQo#PDMK;a<2 z9kSQ&`wMSxympA~wI@`JSl zo02m9M&EBePmTBEwN{;Z?ogzcJY?y`ZJ(NxnArYLtedm5p^UH`hZUZ8Vs-KsG*yM= z!A=h~2hUElW7{)RR!;}wucviUV-S({Z3@GEl!aE_Q`0%&^rji9kfq%_42e?s#@Aj` z9_KWIhxu(XGa8cD=P$Eqik#C3a5w?8`@RdOjJQ3BeB`8c_I?c3^m8}B$?C~Mt-a^H z4r*f3Lu53+i^6dU?NOd%uG*?O8*Ta~8L6{9$zEO+ew=yUq9nJigY`BSyNuBuY^f?9 zdjrx8X4?Bn%f)x&Z}}p>EoJP^448^jfj8d`M!&Kn(l@)nU}C3>+NVtJTEb;__dqg3 zy=Oqony!%C3@+(VFwSjyt;qBreY3^yBF|AxK?OSD)C*;2y*k4P;tJ@5Cy$Pv2kL}& ziVmLiFU>5B1^%vzvQW11^Ks1J##e=ZR;;_e-qeOou2bZnXO zl)~TH+m>0sK}cLow~va;zA6-ld8nYiSMw~&?e%7NG_*Jo#oBt&I5p1ue)3O$H=V@; zPl?92+b`!0ACp8!*Qr5Wa6UEVCJvEX%(hw!F59tg&UjGB4xBY5A=K1 zbIX16?wJ8fs`=emYR)O$Ud^G*aGGbu;`;6?xNMLW8qLusBd}(KQDyc~k7N@*B`!I*~{~nid z^2fbd;ieqtt9e2HO}$dY3-gVu;QboEwlfg(8%;e~KYQYZ zvq$%qk4$X+mx_o=e!Iq@f}hnN$h$w4U79UZ2W&O`h38HXw_yVS9-Xw9cK3Aui(O+5!P8)UURIUeJynVaUsc1*1VU$ zC2HtHnzPKC2f;GzOlowBKA(XCL93qst-?PlAWRiOdYuyg zxRU?9idq7cfl$c%-`L#GB7jVg63_HZ$BpXKC|Z^!5|4Zop1-SD8Dl2?5Ml2T1VX!1J@hkS%vhsK3V|BD))x$uzQ11hi{|=g9e{rgz-2>hou1!Rj6CG+}|X zCwM6{4**ub^&H7{?NS%j`$>JDoX;^~B~v7aPVQZXH)1~!+n8{mu+0r9bI;>D8S83Z~ zjr}TAMb0z4;~a;(EfQgdm0EOgXOrr5HJ4pheN%);{c`M@@$YkwCzrc5>&OX5kH{yk z?nU9jvw(HJY5qO$*fHxDhF6Kx?n;bhQmrmlTF3Qe4>tR;j}c{t%X&F66;7?2rDAL% z-D>(a^$SbMcS7u5q=F|*jIMl*)R}mVuw8_0*MLm$4!zRC7XtcigW!*Mr(jG19+;ry^S<&45I0v-xG^LC2R8vMXdwP`7!%EC zwswBDk!~>?Yq%mJNL8b2%U!B*=evlat$Jgnai?abvRY_{a~rW+W9j94G(2vpt6$bo z1dvP#-96phNeR58T@Zr^!YI1(_+Ww`YrUMK_2^}r>gt5$pxn<}b?+d|M19+lD=Lo< z`ZiGQf%&|>w0fnc8UAa-NI}X9#>j1UiTJm~HC2sg>Cp>2?l3G6s`~ExJvmFqi#)lN z2}&*z-uIv@{anN=&G-ZwgHw+TB@)=SuPgsWC(Z0u;nc_NnoOB(g^%|FJ5%G8|o9BbOiXj?`@@qUW#{p2RzEiVyE{q=#}K;dD2tfN_zDR8hp_4=d_LvU?a z&(~Qq^y;dj2nFua|M1Q$sLuC$L}DVF_OX|CX$?gjn5z>)LtV;k^1{O)-+ga76P2Mj zY454;EY(qO5z1GeR7D+hMy=2tQyv82dEWBriv1$Q3^RqXjmYV&_|SkWV3LiL&UYdr zh!Y?vBzl5K)xPQU4wZLO&X-EdEz#JRQ3O}@dsu(0RY?}AfRL9T`tDnB%~9@8y=n}f z=1P{=-N5@ya&m6KSr#&|0)w+E-qNdG$%RQ&iDf6aIp3|A%#{;g}z zz?f$NKNkC`Cw9ZY)c42pI9brwrDbdx!eqRkLR`O(=KUt9hf7-qs+{JW?IKu}$Hni2agKFvVTI^+>IJJpJGr{`xq7|X&Q9>|lYh3GIg$S2=xR#Mi5*|>!<-wDlC4Vi+PC5H>^TuE}awJ^00*l04Xi@T5O!A zB^n8tiWYthi#_?U8mDT7lZwIr@iLQ%)N zjzDJP+lczU+Q%&ikb!gb$#J|iRZ2}9%6c~HZd?tI8~aYMz`L)xRiQ2HmfGpQ^=*_L z*Rhh?Rrqa&?4euloNps)9Qn{g;ZX{4&fMoZim}$;D<6{PlgORC8zMq#`1mcLuS!AOi5Pj63c?ZOSvkgiKc9!!WCc045}Py`eNP?eruZu z+eO^R+cE89YadM)#&Y?2mWGJ4s(CS|0Wy7*y^!kLUBq?`+e9=0f9b)>o;*6YJ(nup zD-K(D9;BWD=1*ZI-#{TLMp0a45gNYpr})&#^M(s9p4Q_o^*giARRl@55Gt#A`BKjj zy0f<#4&EoLR$hzg5Yx{&%o_i!F>?kA$;+z*&F!~x%kuU)ml|eXlf+5q$_ZyM?aA3; z9k+k#z!MTuXnLfDbj}>SrUyGp?FT1;qyBhb$I@>tIcF+Cw2rX%HCo07xmebYu zXT)yGY?9jRAsWop_YeQ<+=TESfhoNsLmwl+4bz8+l@~ZErabtG6YIzgw(LteFtdEE zIex+vb7hlHbE=H&BkVQ8wrhaO=(ZPn>7lIs#LXDPni)NKLKFI9PVgV*6}XYURCbF+ zBf^^7-eUx`hw|XPz&Skg_*|akmk2l8t$|&HZ$D-H!{$1W-CxZ6dI}ugzy7&AUo4g5 z&~n^hfxEBI1{;o_PSeQAZLg3_o=4+iW`P2ut|PLmAPfjHu71_-xGNmQ79=}AVI(NK zn7k;?vz>E~5$7M)ICl}}AFkuvMS#u*Z~1y4-G~{zm;^9tpd;O!cDg|Qb_GmzrhRa9 zgmWWz8DYCMB>iGP;ILV1RRMRcYmO{;J(UK?Yaq3<+--fD5(07ZCrniM!YlqFR7Fki zm#lb5r)Kt?M(SNGbm1Z-@A|#Q%sKO%ou~_9-sI4R3XKqa*Q_+BN35~0-I#lC(m#z( zUg6j#uK}#O8}3(gEiVO#_;$+RHbT1ns%W?`Ro)*x+L3*2>5VIEad<#vHg2sWP#yR* zQH5wyFFbTlRvNHEL#=94!S#i0xaukCsZJddd{?d+kXedM0fj$z+}b4HJ~_K55=ecz zC9lApr}wK#k*d%fI`QFc6@|wENPW7ivlmeP(=u3Jt9jO5$eM07 zFCmqYg&MFwV`;Th1KP)$uEMwuEONT5Drxq5R%O9tl{k~1q;DD6ViVw}uxkkocxZs*ECL`$kx}Jo&ue(>3e678F3*qip({@2l65k>KvsKq=xZ$+-)?KqLCw28c zo3G=RFszFw2+axpE#iHR@hBag4Q4baq&I5q#F|~&#|Ya-tk$q;4OE^-_#nbv5OoQS z7wy7|*B*UPX4Ad&k|&ub60kM4XZ#UEi{LfFe76SgbcHaxvS~p0plfDd#~GDsH$Jn` zHDA}v0O{3w-Xky0 z*;NQ~-+w*13O%;*oF1C5J7b*htnX^?Tp))_5OmVC4@Q~C**7`&+M}!OSu;6W-@D1Cmwh1Cli`d$g}lE zvHA=3KhDXQnDq;9WJYs%Xl_VSH)OBrV={U_T%Db=D!@qT)>F|MzOA|&4JXam!0zR{ ziP)@hZa?MRe~MnnGGaBu>1&+ZZ@XP%|84(prM|$A6@#kqmi~a+i+^~Fu(UpEp2F~s z#YguBb4(6(s%7HVCYmnjQb%bsK%@nw0}t{RYzWo+opYMKMx8z5Ph;A&X4w=HAvc}w zV}+O|R0pi_Jzz5{jrFyKl~y;h<=S4n`D?ic-Ea22OFc()s28zpjQhBF;=Z9K63-FF zyhanHMRui55$2Y`f_d|iwzGpFAw&juW$v&V-Zh9A_i3|MMRKd}S>xJw*3q?~K{zE( zO(x>?^p##F5dBBFKAY3||525ib4zsh3xV9TsPJ9!K3(u3sYU))Q7 zPtfqN^UC6Ufr2)ocy~`wkOF4R3B73#l5&eqid2OLn+R+ps9W;y^+mD3VcbD`i-@}N z=>C=Q!hC$`tdK}IC*OpN@r5h3g69a|MxZ>&z3Gm|U4QBJj4TH(Lr(2(I5URsz0mu9 zik871ud~MI2-`%Q+X!QjiK$kW-*X_}M#QOUeFm(`wP>g5A#Xz{V6JeEF1iXleLIx9 zQkg;b=3rmImgQXaN7Cy%MF-6^3x+SdUxW_ZM(oyjb_<8}`Yy#v*6j2ngtF!zRqj8v zJsgvBpfeM6>P&cO>wCeV4|EkPnVob+KOYFha!Ok|#6X<##O*h>UCm%0G?@9G9*z0f zwFnwNyF8YYMFCr}-fv3 zoVNKcf4Lvqh|QH2Sl?&XB5Z>!j~qrEmDbg(U?hljRGdW2YHL^hOZ5cJ8i>gk+eKg- zk?rKmI<9YM%)mI??rv&M$iIPNT)08A-w7Vja@a=bpLjN}eo2#SSE;ZfPA9wNfYAAxzV(c1-oPXTO?t27js@T;} zQ}hhwYA6CYKBl^(%Lvi30Xyc9CUqfzG`m2tY$}K2H7J91JLcYJB1Fc|e6{{5tBD)q zY^Ls)*X-o#J+^SSZT&Hy^~MwZeYIHuV~dx4?cbsD^MBELZ^F?RHt;0^+Xx>H#4-F@ zPwx{?$4XeRnu_u)scVJ*)J;hfqj!t|?;X}-(o##5$xDRJVh{1vz+jaOQBG!plA9U` zf!LfTywDvM4s|{&EJp;*_`IW#Ahl`p1a0Ua?OX*}!&7~~-tWeIEa$-E7#(um$85&p zlfSz7u1u4Wqf+)j+aA*%_)u?vbfKB6Va+l4#>#ihrhmj9 z$PZsI+xV;m_k#H(#K?PTqA7k_&RX)`uz|%$?J5!%w6hu7rGg8VX_LDuf)4&|bT-HL z6@A?Htlv-9rO!w1!p&<@v4NoPlHF2B9W^TP1$yvkyrgr1b*i36pGK}D&TYhusJhvL zcVo6sXPa{VIrX-d5!vfgl_HsV`!*sx51z6S~N0+pM6;=_~*m%9D!X#DMotZoh*FKz0c+eac9tX zuD&gJp50W=VrbtLL3O@wd3qoqNtO#AAt}YhtKeNtNrg)|E-Ol|s zJE=h+`y_&Lx<~Y&CyOG4^QVZRXCS)7JO{$is<=zLhQ_|shei%Z;%A$s8}zDrO;E@O zCQ1`shqYmP72!Ufkx!|X{CfqzD~BmAv`jtgy`xJXBCw5!C#9=LRko$P*GstxIZg2T zwv%6UA-a$Dz9d>yG$9o!o6Z~fON6~gXnS2eV@H3zvI|8*MmsPy%dbU`ewqY8-6?@~ zMzKEK!OCFT{kl}m!ooFU)-ow@DWmn-gZn6}FX>%$UL*U?LaU^M#%ZEfAaztmq<7HO z)RG8a$d7*KoxqKKtTZ1BpiE(lCl|9pqmh%)?SSfT+%DZt#^SM%=HE1Yq=d_q%3ANLaM=(&xMDY31PDsJ{30ctt6j-rRsGw;)ruB10z zr&WY+BXsv1{L0iru~J&holVbMP<3Lxmt(?Q+C}&#f^fqynS(U&Gd?m_LW z9356@7f#&=J!dCy?J7(skiSP1^Wbp}Y$EQN%4>xG7qwYeo9CQAnlpun7*)^5xNPiwy7X?T*2LA61`4y8tmg&RY5dDC z5!gmJ|5vxQRt4T8d>auD^(8v2G?k$0q^o(V%S?>?9$dS?=IE;b5eg8Tvi&E=9CQY3 zvv2j?hgs~}5}}o6+t;g8O@xZ96Muf?%ApB0kziXb)F_r~BYeEv%=}rM(Bg#;Gtxgz* z04;N57l6Fdsy%WnhQ>DTx=z8M!mQDK&`2{U-raQ=i;hwA7rQagsGaVsD8`Pd$+q3m z9QzOq?yiZz#KwVPO=n4OGvK;o+3;9ZCthqH)~KTD#NFN_?r;9OhHWD5Y&>@UYmNMy z=cZZ98nfcZP`f*z;-j0^S}``}Dx^)BoDmnLqsIuP9%u#ZgQdr!vs6WUc4@;|p?i{} z93CF0E1ARO+{0(R@tmFb0&Saob!}VP?27Q}m6mS5vlHu4e->mpsW&9UA32M@(JoEj zfxpYKP|m-RCV?%EjuBQ0?W9#P=}dr5vDW{nx^R5T!~M8-e)qE5o4G4@mE@ZU_p}dw zim*SdvAYf`0x@a)3(B>5>O}b^di32xx2D8+k04a1=5%cq{rV|LonEO5T+o!82>Z(# zR`U^2q8M3@0}G5mbQQsVI3`^4?0*y<#->@cb>)_SS*B)eXYF*pev)q-Y!JDImxAZQUv=~_4R@voQfZIWos ziG-b;iQ|o3#Hpr!3m!0efj>mpZVg6eh$=Dlf}>~9)U?WN?^d6iT+3mV(WCUXyt~SF zzsB>yXEo0kZ@V^()CyVzO*GL|tlF&LIbvFa)#4Yb_c;K4i5LUH=Ln>~N2_o=aBM&+ zm0VpjLwxYMr%rWPJvtNJnMM57qq^igxs+?Gm!r>^L!EmrVPPG~1$5Gtbg4Yk0jWE& zqO0LZcZ2&5k)e3&kf1AH|LPanKbHGgG;EtXa_KuHPW@JS_u0GU9`>#Fbw^;(Lie^$ z&8e#}-q@!I+pZz#A8Y6z_nbDN^&Kvn&Bt@R++jxF;bjlX&cyo~r`cwW^ABtM*!vPu{JF*yW;DZZ$3;iE-iLW( zwl$PVsU*71eQhxQgT|4nrB+DDBx)UuRS>supQf`C!Hr5Zuf>{sblm6FJ!CLpNF36q zdynvKM8h?<%<+6+3`qp4$!4NJ74O|AD3B97F0-vS_LH83ZxOaxr#u*W z(D|3^;QrWR4M7M%*@EJ0o~bkW72MBJdSXOlR`vRf&X=J&dp@%{o+AXh@wkRr@1Kf3 zu6R8QR&ppm36Odnv0B48!o=ZWg{p9}p=qpmboHqF_@pTy2(y`Js8XJc-OtId(UyLV zcgF~3E7iz!KUQk&A|m?lZ)@28Q{E$-XD8lfucG@EQ!Ylza;N4k;(SpFs5c66+h zY(B+RXQJvCLNbZsf%bz6?|^ddo>^(_Np5rGvsk_}#wd;zQITMz+p6|}&$APBthKyz zUK6~5x9K{HIW@;NLWh1Qafug-Db43B@TU;jVsFYEE_q?o9nA@^`6hxIJ>D3)F|Tx| zY~h%+U0ikHn%{{JJy@UX+p10+rCfW>JB-r=&)cbpkxIU@!fYkS$O{$oqIjSVjBU^P9oLqNS4(vw`0a+c$r~XH1 z5%?|wy9jXSs!e&4Pe}6nO>@WHJk^qp_9zG+m&_cs1D~$t@dQyiEX4{;aID){y4cpqErD@ z7cPDS$2-n|oZ!8mQC85dPkyaSGZeG*IuaPcGGgql`mCGqqT%HdVN~x&rsS&jI_X*` zyQOni3i}rtnQsx;N7M`G9p&oWfq#oI>dH5?ZFH^i9^qWAL1&(+zzuFY%@}wS5i47( zH;@VDvVZEit+%O$GRiz0w#6aFj565c$)$?-LOy}SGqxT=@BTnhBO_T@Z4W{@2O?(& z)?D43vQM3h9ju~>V%9%IWE%XuhHWFjr#fc*Ddf!7*(+G9qA`YQYXj|tgk(Ad)9aK; z*jG_%G$rnH^{bQt9$a>>QfUi4wxc2b8@8A`m8G^e`ew=geVr;GmGtXyiLNZBp()uo}z&$!Ophq2b0+HG)Y!_j>HGVy%9P+Iyt+QnB zA0tkCkN7R|9&zs0P(J(B9Q*!h4iA)Cyp@C!u24+4oG8CH##%yBA&<&k$ z$sCWGU>BF?QvXU;D5I$cg!k&|fNJgZC^d^0?}b1^o!f~08c&Wns0puAM{#26kea8s znH&VLe0KbdZHia}S_73XOLfniR#vgF7!{652@A?sS9BPXk6a#9(`?=+J=n&6IwQOA z`JIzl!GKy%TH&gp`oqC?Ej9IxB&5^(LdnRV$Ey4<~O;3<7kQvfZ9N;8Cw2*wlNwfaPCSt!v!b|;H z_!B}h6j8+B`HRbFaER@V=jVOx_(cqDmZcaX;%#yVOkdf<3ea zv|5`q?x4~rpo1!l_XyXWOsXVj4(~m&vXv4z znJwxpsoqL*MewC>r1Zwsh1my(27(0E-`2qznf%Tj)&1kVu=26PRH2=+hws8uSpC*| zRbZq=a4c}aj)vKMh^TqS!c(~PaqB%*t>1w^1#xHFIX75o1#*3e2s({04*9J_>{*Wy z*(q&$efhfIJMLzU_;H`szLuVrr4xqvfwra zhU7J(MxG6U7)2{_c&BQ9?$V-l(C+_yTGtkx3z%nRcu6iN0k+UVyOR9ttit;e@xDeP zP?pHQWP_D{&_dZ5X$AhvAJMyTjLGw^9R}(Kddpx*1<%E0rtOwlC1DeRZN%HmVmv{{ zl(U&To60S57n$!dIGRaJXa241g`_E~^K92Q+ZtEn3PS^TQo)ncv_$?hQ|f+Ntm~A$ z9A%Z1<__=jXVarUjZV{X0Ql;>HEywERwNhU0P8>$ze!bq0L@MBU(P4j(9m=Ayr(d9 zEwy4TP8zDBMPTm{E^=DXD=kb7CUs<|3?)?)G!G(o29l(Hh_KBXQ9<0wR>w+r6wJ_V zQ}c!LwN1*`Ak|r(ydT+Nf8f5|>BMO?d+lEF)P!Y))Q1T2<9k`-EM)ZLJbI@7sj3nu zV%M9`SyKfhMXqY)Wvx!r$dbktR_5NLAKIc>;J9qLxzpYPG^TQf; zBb|FBbBs#dSL#ut5V)saD~;XzSvadZx{KJY;c7wVtRWIwCM!4jBW@&l>KxsvhMr^x zO~EFn4jNK+#(kd6t92P6eY$nTxmlwWmtcyujyD?x$&b#!RIK&YT~xud zq}K?iEw^X%H;%1o|3KNKr@eED)n(>6;*D*r4lyrl*#0`s?HY26z)pGS3c9V*!maJU z&I=EAG~nz4qPY|2{!kU2*gn>$E2_#Zj{whazB?mTL=lv^v-efs$+N0@Ik9}ZR>eX3Fh)|p4-sC)uI3*o97^Rp z4_aBA!d>hqj?_~c2d<)j82RVJ%6IYW2R`}9MfIjQln>2YguSnEXC_NU3`fmg{r)a( z25jzTZ=P)s6l2Ax#!Mi)HWAoHP$geGe;|%b^`v#8iTl~ZE0;JX&7rZoeqUT%|GeXI zJtjrmGSplOq}`!Cl#39EF{*iqP!HX5W28PVb*^Blx?;t8hIJj*Vhn-FPpU7)wMTVn zC(jfo&GNU1_ci=6xAa>Th?EuyC4U?|ZvYoO<=B^h=T5JShWkkSoOT%2=q{n>K3U~i z!M#tP?7}Qa>J%L&mY!mrSoLi@pl=ZY|7dfu&|e3`)EJZJyh~LZ;$oaMYaf^2$znF2 zoeyzxrtCrdE4#jB^w)7GrdON3Bexs!j78)Q9e-LLb{>;e@5oT*CH*vn|1aP5 z1+&do8Z$@jDWBAB{C(+5wA4^DoO;HjXAr-fgZjg0NXY1Z0UZlhP}%H#K1Wz^UtOswD2g+_#2=B(2{Yt1v>&hE;HVUxcv?nML;qYY{YRF768L zh35-1_Oy*V_R3Xdy#{~GDq>&&51qYc_ltNqT|Zg#QzQ7Fvf@3FDw_!44{LZL=V!%f zkJ0~Qgg_MSvc}~ZCy;yBLSikosBqpR>@~u+YgkG7>b_1+Mvh&C?IPUQJc}Xg0K(A= zR^h5yG$bEu8oQKh$9D1+tP|&jXc&^OHGgDu&-zPu2e%0iQ(ZWzJWcsPka|D&LYL_Z zd!-!>4|5fJ0gV*Ele5akeX3u6H8o>d&T9WIwOr3_#BZ;CiSQv$v{Dwda=7fc@qr6A zBZcM87vl~Idu9mYKc~c=J^D!j(|Nu>0-A3E$Y1>qTJPGNuzwqVJ)ZU03pLAWo?Ig% zWrl7#UhpHfj8GA%=4EYrOY2Dp6`X6cDqH|=%8PMO*7$M=K z>4iL*>z4$~yhPY$4VTVU&rffJyYo2?RiQE3rH+&&yBky1xHD}tZ4(i}Gy+zz1?`zopQ{E$rr==YM&Of4qhE@YHf{2cov%2`SC$lpx zp~GBy<37zz>uoTzZ3Gy8sx061(JW17b;+z}eWBH9;tS~9*V#j%CIZ`t97i=&cy`rGqv~qRw&=cmGW);U6fj+7!GP|rcH)dKogB!j@&xNi zb6;v!vC{0*?}8I13d`r5(Vy&tCuFTF-j@qqpw)y*nUxsR>U< zy>Z_~I1M=#`uyZ}!`XONo<3{cFh;<$^X+v;H9bc#zVMo{EO*f?Ij(wO#$88gx`}UO zVS3q^R@IVF=;KVRl!;MOFRx+2OGLe?9S4i%DJ(bxCj=ro>i6P&ozl+<j z*@d&U(*wfnY?H))#s6uHm825?zXlPokBpfcD$BV>o?PAN&8AIR-CUi}3~mbqVxBL; z6(v<3;(9HW7ZS}vK8fF{@(dSM)IC#A}H@TZ;;~ofgeO*?rAQJLtz@J!#R(vO+Kyz)<(X!ooRKNvzxB$vh|} zihm28Pp&HG0+D&PU+!p=RVN1b5P-Ozm`lzxPv_2N_u_nx@NGm~^#a*N8kzPQ;ev=* zA@1tju*NxyH>x0x)D0BRCBl9^L|_$R&9^B%xt>s2UNSV@djULoA9xO5s3dv;P+_d4 z2Fk`skWExYqbd+lw?%|MvM8Lh3vYYSLFHQ34d2OmqjpPUx0^cElN~4LzB)XlibUqP z%>!a6e&$X0EL) z8=vY1v{MY_N}Z49x9xN>vk2UU_Z~`DSydm20qM<(Z{cM#CYc{+&@T?rWl4m)gM`0U zv!u+}=$E?(tuD$7(Glj3BDfC|AA+vl;N3%a@&rXOxi0E`3brR<>5mcQGUHR{D!V;o zwx^84WM9)9-4~PhNP;i-d1?;UshLl8P{sH2z~s4U6?o+MIi3*Z(EPOIbAIbn)p+yO z9kz5WA2^kfIr?jaVH=U?Fv3e6#>gG#g!Ul<|3d_4ARkblPTU!$>B==tylG^xw<+GwJ{jRG2aBo3Q3F|e zv!VNX&elL?(9E2sQ!JdWE_Y?wnCZN7nJ1qn>J8p;N*LWhSh0LHw-ilk99q8|q@TQu zI5Z;JL$j;>t!LotZs7fdd1o8rlHbLBxctYJeDrcCK zImpp*RCnq^bj@7iJ5?$T)yD|`OT>_#)Zdm+;bJI$yzp?|B5V_3&#nlK5A+g&*h z8kqs+>;iQXPKvQnudoxm_C9s;UIJ5GB~|8Vblb14ZCja=&er(N{dnP&F#DV0-5=50{g_ewLJ8<4KRN=Uv+3OH+ePqZaM7g5S#8am z+FJG;%f;P~spCA(In_bq8IG&o))c`?X~Dr5SzKd1hbL%NYX??pe8O6Et+e3G1)MaP z3v-oPH>&0t%3wEralyhuDPlk>%cb(dn0j?D-$1$6(ET|ARjhO68Ex7Rs)?!C(Sa?& z-Q9SNxMvUV5u7Q-s~>Kz)NdiUPc#N5nNc)<(?X~U+lNLH-OI+i?kIZa z3g+sw+Pz8u-lhKk){uxOLsV7cssN8NJU6x|gX2 zGfjEW)Ece41+RX`_&JS3N<1)QKS__}W95p)$v#`z49`?fLkO$rLb{ zBh8bmn2)Vizb9>yjUV&Woco1N@E`FhYF;I#z8b9-L)4X+v#qhCy+#DWQC){)q@^<) z)|Wb41)Nzh#L>Xv+;`~6om6eYF2c7F*@EZ{f23|t!NZ_z(h)>h>&J-L^AyjY4W447 zca18eIzKKIMClpavr^vpPIe{yeX9keoUC4i;gpfMLX%k+@-Q| znp?;DF@j90lvi-SCZ+n;*>Qp52Wc{?rb^%~qYu-40?6FBqtvieI`TDlC3Z^$^RfHh zXMXCre@v>xvmamc0!O(YTY4O>--h2{X3E#8(mJ)tW;-pUWrXe4u>GgBke%Yv(;A!W z*nWzg`!zIXb;r&>+_7`_DT`V3_agl1Qjtp|7I&;iEPfYNZCd^MEn>4qaz!VXnZ&WJ z9Q#O{vU%#Lb_YtMs;Vf#u{kN(c)TE-(Sz}HSZFg0rIN-gAckE^8?i4>o8f?`UhfgM zUE>8AYI%xzjXiu;Sxp1Og_2&X@cJ&oHW9X6!zfSgcn3lsZz62J#vCDYu{!n}awnBJ zthEDMPa1j7HQvcVoe4q4K@iNO;9n9lOJCxV08EZb5ak8R!J6KMqxp$1BbK`qtMZ)o zvOApf{N-VdeT1F6PuWEXxaW}WC=!Q)j>x=!xq(lPEJtvT2Wi89VtC)2Hmkw@DZ6=J z@T115?wbgYyzn`~c5B>6VQkY_OucdUgGu`jVIPLu9=%5~o$u;m5t&uEfGMBdRJN)mnYZF?kJmDo{yIcMx?ck&s8jOpwk*g3z8K)`;EG z9wemOjHwye(b)M#5#y+ikgpjbzisNAF#_{G7N=Mac^ywW6V+j5aYlszxMf_rZhZEPnkwfL>9b)AA!1bdGV z3a=<(xeI2(WafEYRquzCnZ_}jCNA**KGnmc2U~w;<&W2y3_ePjio^$n% zQ92r6$;6<3Av*q4`M0b4F%oN-dbKKtMsS~QD__yl>a-b&Fhxvj*fv7f;J3l$+oBLN zB!~i0(4{9iI(gT^$vIk7FA-@OJmFxq7u+(GY;3kOs!v8}c7ld=iZ*8|KT-FqWzy&E zwpWQVrW2VsR!7r@q8TuZU%FE&aVMn8tS{BI{4ysv($gLyct$#fXc#m@N|V-$^4 ze2)>EHO_5BmSUH+o)X`W@YRqmzW8d`CgOR96YlAfz^)?(9#^XZJ_$qT3XJT^a?P4M z!`hp48&N7WSnT|>FW}j@ULeKCORrSsrr|>~yY2n^+|McBMKbB>Iuz?Pt{pYKZ*!n} zdOtk&Xc!W&vjNs!L@rX`X1oI!PX~zeIU0uKV$Qo~KIW}&Iq5hzD-gm8hUTbk}CYE3F+DAru5sEVA)#Tlzk%`n$lwiJZmr~6x};+t4~)_!z^Sb z8V|U*=C+Bj?HcrRci*>xAaZA=Ghx@J=AUmO%r_CYj`C}Sc2(LNb@q97$J04Epc*?V z1{&3wfBPOWtzjBrJcBsbbC2|8k$vpU2vm}bW7T&M4+!ZgH8+#D2;B`AonAP#{*Gmr z7WIrNqfF3pomEm3O-2vSevKZ;VV^Y-4$j9Qzy4~MYH%pc*gUn6ysuGhfVER^F(9N` zvxSf5zc<_Qpo#FyV3GlmO*rl<6#v#Y5!gl)E~n?(BXwltpEqVoxDk}p%|f5wO26jVbxJIyn{u?c8@)Nr$Kw8z-q6T z>RZ-Zm72285r$pF{c5f74(?sUOr0iZPWa?I8=c5xaW_Hy zqR5ej@CqP`v8Md}IDN~#V{t#Cx@U$R^BWG@9WpauCjs%Y$=2swtCt&6J;^$;8u;YW z3+{e6o^O;zO`~WiQsBNnByv@YTCN6RHcNG0|V`*JF zK>aBUEUmA4Y=y^taCo?WZuNK?!vvWq_^G*-Lp$bRc<-@c&Q@M{E}L= zMq?3EovWKcRsKP){U?VqzVAH_-W zto$RZ0$h_mor`8h)2Q-kc4D1hd1m%`YYeEKBjNf4XwW(&JB|M(5@8jgScYZ9b`96j zNK^9+-$+afWh7%&ZsC{tV*e<$*Tzda>Y$JL+>GaUE0pWWTkfn4B?yvb#M!?8VvW{x zTt?XDI`~4Ku4DHp=k8O^{dJuCZ+q_VM?p$(Om#MExZgFP;9xV$L9x;xwdrp!bQeUO zPFB$sQ&dHhYSWoBQV${0=_(Z3+fL__Ir`+7W6keXyBo!M$8d>T;Vm)E_oaTpU3qrD zHReT^o;1q$-qm$y%n3PRcTqebg|he|gl&w`Lo1x)^^(D&3<~E-;yWvTh5LMn*sSro zTaJix_bGpf*nP^2GYfs&?HYghwwo(;(xshz-y$!Zt|PHdGwOF8VSkA5p_$=J-df~^ zigh}yO}*Twd_CLaRU?a6N%UJm6W;H5i#kus^*Y))Hy9!5yCO4jbLB{!p;5Jg>^|V#F+9c737Bo4c=yWC3#P2Waf?;K)=NQ0v&!w!8 z2;T892N|!B?;ClgrAo6+96Y+G=lG8x-9(`b+#N;L>MIvjP!Gx!p-O%JO$46~ayFpP z#coXs)iby~mXjYPXH?bdPEya0F5ON@6?XrL{4@^_tdJSzA8wAiD-NY~jKn)GPy`_K z;3a*_VKbw=S5{d)EU|&&?c=ICTU{qXh+x(orRtC8b0uw-9IK;O;=vS1Jinslz6RN) zxF4!G`t%mG1^y%cUQEzS``W2mCah&evRmB z)c6)nhh$u-Cj@?>0WcJ(Fn4J$!56ZZFPckL_LFb)U~>!iRDNQ$q=lbnNy*RM(ZryE zF12y+LhcY5miQM-!g2<@ljpDrDhk?v}&qBT6;*>o!=s7b3!8rRN*8Z z##krzi)LLGaql3Nk!0y*gYXk2@@0M3rn|n4*sno0ntxxzBtjtFouB=~p$Iy86~TQN z*pX8`LKnL&C#nbnL>bQEJxPRW$6e_Gv*z!*J7+`5kMYuNr%HW473 zGuPf0q4g7jyz&H%O1*hdT~=#=+daz&vDtlC!}g!DiHNrLMbi~NK&TQ&N4w$&60o;aYvu=-8)?%L>?o;qxL1ju>BN1EB#4xC#whXD?oJ6s?>Jj@REuI<0>9p zh+ZRXA93y?+{JIN;k6x2n?WXtsNOiL5IDRm*^HWS>V1Z$Y@I-BeBsR|P20$cqZxCL zNSP-7oT3?e#L*%as&7Z)Q2Y~vv!m_n(9Y(VimvxUSYk)v9WxvJ(5r&v%Q7n5dYKzxm~ zkNH&YC?xBC;%L~wRYW<6tkFN@%yP{>R%3?|j8W^blB)S@MAnsxr7cA+P!i*lSIJNV z9y9T-*;RR=Z6o$;1kB_y0y>`Vb%QhG5dB%tF73kQE^pw-P&~0;-D|*G-_n>1$bJ4@ zL~$e_*#)Ya7qG3BMz^v1Pmi!|gsvf#MeiyA{*ehz)1=O>WRA1F*DpRCKV$cU&yHJ8 z3jVJV{5NHS!aMhkatGmgF4#U-X7y65`?@0#qa?^qjBsZ-rsqSE_IXdF<4mr@=$$-zmYrE?j`>sIT}5IMfijY4{X%fhV0tUByjuU1 z(L~36TCxSDY9!Q6KFKS+PokYXsAy`0ZP$=2xVyW+WJ*k~8AoN9FP_u)_z9_JaESI# z*VcEpSt}fhB4{~(q_fB_zPB#RLHywl$|+lBuO|K;*@17IA}5E-$~U`KXZ8$^>Af8- zoWj(6TQ#3gU1*qf-Qq}=yynP9n=~8GZ|`2nq$f?>+1z8qnT42bZqtnKps9G`P_FJ8 zTD*d4qR@_eL>1*VZR(#A3NnFn^nSivIl`^_MVTo^zOy#0Q06@dh1&x4{&h0qgkzgD z?nYA-(dVDEItvS@KHdkK*Yl*8LsP(W7!nj3`>suCD$2caCyg?lzeINn8kt z;qhH7{{C|WiFfqzH~YW?-X)c6w9 zd*t94($|KloVk%&fqNhk7*#>)QCM`GRY%cBcMt1nQ@tuY_qfD|hLV)aRKdi|EcD@TslnJ+#n+Fw~)YThKnmrGsj9y02=Ft2sqFWrD%_Y9Dv`k(iAPKu*j7C4G z`nb)<+nW#GsMVYIHT4~!&&Sxu97gE$`-;0ZRAs?kOTO@9(f@dlFtIUPDC(TMh|~Ta z(Um!*53`Fnw-J;}GYh;=cqi5Sz;u5~lKL@1AZACO;CX5y95#8hBXL`1rKWWV-XSLe z?18!D6@Z>GTPuWM?b>C*y%*lvRhi>S6J9R?>Xu8vCS6IIB|&#fn^2v1xuI2KQ{wdD z6Y(KOM7Xc#4Ot+%bOYmX&@;QKXM0Vnw-H{BIIKnBG_9tF7yA@(Pa5hdeOPuSy)$F6 z^cIX$Y{t?KzgM2%9eRp+)%%z=A}syp9X9F1h%!3VxTo!wU}cW`OQTIiT{R*5FNZ#B zJkNHev*+VO1hFfhBE+cX-4XU7!mIpS>KCeiwuxp&u@@XOs#CEWZVPq7D+ltTlx9tH zxOymcq#O(V!uVIdZI0~XcT&Ba-u=>dAKi^H+>kK(+8YcBj(J+`;SF|gbdyp^&cUUc z_vU*)dIpHPp(B|_@>m-G*Q~J%cC}ajO8~nPuZ`L*)u$QBD@ZEEB?wioeSP#0eX6sS zh2`pKz~>9yBjvqD_bawb^!wq3KXo)j)lsM{|Aa!^(SH}71UROS(b3#Xy%J?CcBy;C zL%e+svf%r;UEQk2nSJU{fDv48moqNOt&#P+i8OwsM$kqH!c@HX)cG9Hgsxgn` z6&gyqRE*b7?wcoAP8F6(ha{^;^hx5tT6=(2nr24zwb8~J)gObA(qbJrF1dDh&3KOB zbbS?}LamF4=F|M}DaEimI`?h(oK4<>*4>{xw3kYvi^@o1YLY#K zX;#4b$I)iMJiWK&@v|cxO?dwxLSKb^@uU4CQ7T&dPj#V9n z%C!~Ck{WjoLP>m~oe6oP#*Wf!F{CosG3#qLR>|!9#_qPaww%vyzvS?MrK16{78gi2 zAG24GU*pQNKCssA9;HN639#mpxj?$PoGJc4EgNnbYKu2@@ApW39d6 zTkXAz@8xJRoGkx|tDDZj44U z0aH!~QjU9!D5lG5wkG%>W|Y-T9EIH&-&tx?c0}=xrM-B@=i_XEPrK#42l1wjucD6y zH{S7M<&>B6+sixhPkPe6&@K&LBXrs}Wo+!cF-`DN0m9{ETd5V0FN^nXk3X?%kFunH zV8+ssEhmuVW2Losb7voP;cjh)@p(4`v!kKBv04>tjZ(zO$%ysY8Z3R@UnA^q5vCZU z?2w?Qvu_cIQ^A|6d1{%s`vaQ;w~Cdky!JA}_G{QC!gkk@U2$<|phndrSG4NNeCq`d za~bKu50Hc2McU<&>oitP@-)eg29`6__`>b3t zvzPPeqZtv{Mrap*cIkHNes$;3(X0tQltT~^dHRAh5ZA8dP32wd7r%L)mQ0f&80K}K#J zGXcTEO`V!Cr4;p-NhP3V7k76`IwbBcp0PT4kM^9@$kNB9cOS;LpsFNxU}xA(*Xrb{ z`Q%k{Z^5aB)Rmv;+t%>)Y5(B9HfAQ57h;9IDm|6LW8? z8J}a-{gRkf#JOE#)cZ|C^~wtDafOr&cDm9;5Dlra#W{DEIEoPA_vJLg(y|O*!;ZSsyx}!s zvxZ~w%jHXVqX)e`VAz|!VaN%EchD+`sdGaO# z?-4K|=QCfOR963usu~NNPBEj=q%c99`B6+fS*Y(5c2vBHf)oe2FmMMEs`v?-ALzv{qLFRPnVL&Oy>~)K69@CpAq!wTk5aBMcl{4>l%@Lx?qd~^jnO>Yr`98a{a&w! zt^!^oT)P_`0pJfvH-a*O^bDr`1E?K052ddvwT?Mq>N;V%r?Ic^B9LvE#|Yc6QHjB0 z#QPdvQ;nyHstO(=80S?P>_x~w5IYWQq>3mFT<47FE=?xd9muuIc(%rq)oXGMot{%* z(hVHX1b5I#b7vE=TVvE*$1!{8S}>Lc`USzU;hE7c5zLL8bQK1U9@MF6+F>3u&)b~= zZ6BL_M*ba1jAm$j)1x8X$iWcXh?pZ!etbrLYlMWHR1;`w{v1I9?ygL($P1U17U56v zF$P3<%Yw7N9<|uQ*_uxEYr$+YQb>*4^PpfCSSOt~xXYwD_VL3d`vhxMbOZotLt*8g zeH9$4T>pM2P-DoTs`=R3ujY2cXqQ-6RlP=^4!+o7YG#3&Xtr+8P_H7DL}eTEED2Hq z&)&5V@#B?7rZce56kiy<@fgwcS#&)?@TyI_0|*i~Zi>t}jFdSDLeki^pr_DRiaG>Wj=}-nE{q?1n4V+(G?!)98#d!Wz1b4@X zuO7g6C!AwbZA$#dJuqCVn%_d8pR|xsf1oRW{^al;W2V>igOZhI>L=bDVxHZy+|X*m zr-bTRm8u0CGu01L z-$)cvr3RW^rO1b$79aer$L5JpO-$aQZqRuhJ|hsXNcp|oq13mjT5%tj?NYUWyiWqq zHQkKR$LMI=A{Bj%07A~{QKb5ol91Y$YPHy!w-zj$s9se^vH017+QQK_5WPDFxBeKK zW`^RWyeeQ6*St??$S2XX%MzJH-JbNuo$g*vDj+oaliO7u|3*1)CJYORuAL}Rr zGsg7lP8V}3c2@9~<)Dy%3(N#ZWM*!QXPta_-y>`n0WMbPm&+X&Dge@Q+-Y)l9{%9( zfxK@pe)JA&&Ighyd`+(9#$2!b zKHpQ7Y~s!K(xb-;5dqf4Uq$?0-_07fi6BH~M`jE}CW}`-VK#RW*hWwr*EP!tSA_8` zuBPw6tmlP#<=tUgYp1Ux&P@cIfNy+H$BxlmWl!d5)icJ;oHnh7cOMBCP3nQW@KQ*1 zK~q{?=@fCa2-tgsEk32KVf%MR%4eccK+PAl!?__#JOL?tC*)AJxZr$yeOvl!qi4597@k&#L+P&Ro1%2 z#Tj{ua5=|F*U6o9NRk2J?RT+;aJQL7;iTTsJyQhx;MvnVkX5*Cw=lODDUdfl(m;N5VzaumuHxc%}#=XO=aBL%${uFH1R25KmIs!ZS ztg68o}KV4z-h;nnl#=Nk_)DI-|1A7UkMJ%4=3|$t;>&qyvRC7}?Ep znv@1QGbMI@@Z0bhL5ia4o8Y-y(plMN(YRHc&@d9rU9oajc#Xg|BL2s(o*q}+Rae(8 z)lj|vhmWsxX_JRjTF_l@>tYnNimhpOfx@z&vGb1_e0>#p0JxP3@61bD)VI5c_chMd9n*-_9n(+QM{GYu zFZAKN?AO?T+wGOE`lna0d_@zIe47$IMRVj}Eqe3!ur_U4=HWoR78G!lw+YLgLngOkEgg4Ouk_w^c1$L5iZ_DjKCA(_|#(2>fpm#u1_`iN;-tSu|Em9Us3JWG*I^ z7R#C7F;{|)!c34&GxmUl1E38T32!coiwqU5W6*cca&>+dy<3PCw+(Ze1uCT zq^ev+&_qIKjbmQPYSA5MP*oCdFqbtJ=RXyz@yK1QgLV)pAXQhcuK5>GUhZqlJIC7k zLwuj>2Awo35SF^dka>1@G2;m0;Rs95Q~4Ucz@U|&lJj{x`80d7Y(_&_pY_CZeB_vu zKEIES5j7q9JuTG){~y*k+8Tp`*F1(QhjC+=62Fz?qgif@N1r7%WS86IVg{GI(7kb* zVTm8B+qm-cM6rETnba8(vFy}DmliHvwM9+`^ZBft&fA5XeCp^lZsdW^;KtB$#R?BI z&~oyaqHCvfr}vuFJ>2LyUG${g*ja%P?y7%kp!(%nC>)O71)>IeWB6|)C<_)}(Yr_7 zR7RS=dLm|?80~PB&%3Sk=m#>xbtC7AH(FQnHxqA~vhd_+_8Cs47wqfhrdcqo@#oIs z-e=}rU28N=x4O_^>Uh@-rA`eDGHYM*O;J7f=35QUldoCRzNY2_+4U5$_G=uN-m0^` zp(;q(CuS!e{Vs2~adFA)9A3iXqISBg>EavIn}a`PWLNAaZ&baO6A8+jW7cqI=h6G$ zX1&jE!HG_CCx2Ys@)hOCwqHkHhTs_PD6hd68e%to^ z+m>EV)VJ!*ftq>JKKDJ@*Q@INp>Vk3@S0*2(U`*7lLmjA|61EJuueYSY(+CrA7*jh zj-EoOt)&R zNcvKP?NhpfSo(~xU%^uZcz=BKDrr;mJdxFzR-MnG-HjaJO4kW|?z{Gr$NVL{2JnE^ z4;=wt@%U1SqT^2uvz}wAB^`4ORQdbbUH(;p{V$5B6&=A3PjreWRRaZ*W4WlD4Kd0rg>zP}g&4GP#4iwd<;zh$I?^@a;Y;%1((f!C(C;7?tIrI?qN5%nOqO3aKv|!_jWumq9eelz3?kQ_ZFnyc%G(Dy)AL2 z#wKE=_!x5_mlLRC&{Ahp+M}0DSK#8x)I5cYqv`4=E^|VJ4qA>9yKiLP({t+cCnBx( z(=kWJHF<&(6Qg-@B@>ZmTEgZa1maN6nL4a48oP6z{3UF$n^uL-4%;1l%-NRP)XS;X zMDnA~0StXOqyBC3liSUBgM?8=*~LKu?4wFrWJ-hJKRAi65qB;29#P_zddE=QrffL3 z{(9E8Yb}#PM7YkxyQ>Q7Ikj2ep|A?TJdLa^^Aol=HY=kWcP7v#?@i<1>r`*3J+EnX zLoo^hAfLhR1zwEQIvSkkK-3FXolO@MfvDb_WU$u-;oo8xLC8?S7L$G<3Fku;Q?dps z;bO&II3ZMv^j=dhz0%R@e(&|44 zj@)r&Vr0+Jgvn);DXkoYaGxJ_9Wuc?W**;5#M3Mq_tV~VH>5xI?+0_yRS@@%uT5%e z?-4n(P}~Kf(@Wcyb2>O@^tA8%r<0P7`&>uZxs6a)&}GEAU87oPXnkCoXTL^_;pfZ~ z=Y7nUQw@{6(6zU9u+D_9B1DOT`a#~%$I-<{L5F#lVr3tG3K^d~j4d+@wuRcs=oW+h zDaCU-=BBLG**!u~8h72hxml;aBAPQ#lqWv_Q zJ(tcaR|t{r7@Vh=)u%j1ysr^CoiH#DYHWYB5ba0=>l1IOUqbu%E_7EJ?7&&_w7SjK zM!C_w;u}YEsCW~j?C5HZ-u$C5sjGYQja)_)A``Q=KCuSs|Nf`DY3@>(9CDKt@zEw^ z_tkL0)KF^AlgMxJt8=iTXuMK;IXRsZYX4R6tB0=HoUQ+s`8ADb#kd9rB);hOMbcJzU5HkQq2s;OL31)kX@jT zVy1oFmB~|Ks3C|-+g98v(3thZ>ydP79v!7^fu%k2*SD^2dNuZS(}8b(Nr4a2n_PW5 zN1>qO1e#Dt0~?qM6IVO4)5YDXVdPKK>Vd~?I3+!Aw-M7CW{Wf18doD2smwY1cVvH8 zZWZ@onfd07L&^EZ=~toP&{zhQqwKfqpHvr1sTk_rD{PF z`k2xW;=Es?XRz$C4OT&~);Rwloe3}R1$7}3#7wXEqub%EpDY?xS4yR|ZgFSX7-Kf? zhe{Pfes971n>|?ZKAy3LF0E=!@Gx?U{r=TD_a|Lzloa?g-PzjqDULF?wb&Z2vLPo?73%67~1K!bnS}uW|uoch+uiwiC5qR zr9SjDO^@XwA+`Rgn=n%zBYYb%exZA6{#`OL;z@u{HKCEi!@@f*a_!<+Jw=F6Yr{DX z4+sR52_40V!hJ5$a!6e#ga)Vf4A>`8^HB<9C@2N z*Q@yZk!-IOby~#vhc(Xs|4;cBa#qfNZX*_-A`xyh)PT&91I@rr6O3d^JYAH7mreV+ zmFM&(0=o#-lUCk*;Df|~%DT5tV0*H))wBq5o=tgP^~Q5nO71Qw&7DJbsc|4r^Gd^X z&i#PQu9&>&Z3Q6LZKVl$)_HXHH=8<}yNGkY#vdZ4C;59-7CiR#=wB%w#tEU?*~SGl z_>d#h;t{xCbRtXo;swx^>o=Oh9`09}QCGTmwj&%KV+eW;vfd(>C z1}1{v@EUOs0XGo|V>8u+bYd^8kbmRnaN(PBM$fF)a0HwcQUTK`p!j=`E*zXc#AaXO z@_cOmVmu{YWPQIaD0eCMm5xAj@7P6b*RV~5g+TkwjKzbe-!z*S*9;fbn$AvCMRS_q zxpcpF5%c6sBSJp(H&MjXev0-K9#&XMJ?AdSWMs@vSP09|T~tFIx$h1aalNpOs2_i& zDC~7Vn%l35KAnu#@TLv*6rrfSi;-QVg6FRhSVfpEmGrzL5E0(BYm~gIBXhI+zxLl% z?bVigunrwK{HKRUei!c*U$tsVt?_DZd!o2BYgCo`T%k)}BE~j#%s8d!p-66dOdjnJ z1VHmBWB*Fn0&_JU{*g=h(eb#(?xpEzruQQpF71?D8tN=*@A`DHsxc)!r@ZUP*|M%eF_LBr<5K&PZO|&=#S|`d34O?Ny;2oTO;ufQI=h;S~GG}W7g5b zypo%JG&yr|gWg2=Ho|U4l!mx7>h*cz#;yCj-(5)(zZHBkYN8oPCf82ycv(N7>a`|# zNBz1V6h8SOA`*?~h&N=Hi{r&tv4O@uG<4t5yyGyY_n<<&aaSh1RNS%O&Unh(fP}Mg zURZ87w)C(|rRN-K_@W>5s|iH_Q;`T&H!z4w5LG|#$>OWGStIlKScSJKrWEGt=gZS{ zdP(ySwK-hsdh|;ZgrLI}9qD&BdRh}dJ z%y~!lq_a~aoPgo}BOW2wlJ7xhr8nKLpDupYdN!lwEWH+qWJMY?Zk3ID;?{iSTx=38vWlVuTp%yVA zWu5sR@JS`{!lKuAc3$+|AtOgvpy6_YfeEpAXn2RJ3SJ|eu#zrHX(LZ&ESw=Ew(EOvC7Ne?0mKGzL;k=^dn#;^%gl!`1Z)?;|MDI)CO+i;2a(nI| zx;@ZQ8f*LyytX(P%G4{nPTPp$dpt($);R4^)%;BChVzrza9cjP5v(J88&Nk5&HvW> zJX@;97-K)^85{{?8~tP~aD6D(P$yfa{wakb=rhlwXt~5!e~j>LgvmW4R3~+vu!(Sb zD{EiBvPJyt$rWY@^<6GfI|=25;?H^Iu>_^o7U>>o>Igi5$3xH-$smM;%ZaC zs`pEc+WU!&!jDyvC#ng*%*7L_a$m zClEWZW91$;_6dzJ^(Z56g>%|J+B3#1thDEiOzD^~HRNcpdT%emC>GYq)ypRJ>FULW zD3yTTY*=$bBhhNKE^X76ORrYnM7+FnXDRqEFnPZSI)UP2&dv#tZ|kbVDroHBxaza+ zF5JjNs#k)TeIm7Asd#%L+&$L7N}06u0iGgkyM~p(B^v6NJV8rB_n3TV$(_=C?pu2F zq|I0Q>&T8G>^W;DR!;hwuNI z`V!;pF5DILj**4;qM3G@l?Z_CFg?Hgvz(A2qdImcHKwq4_XguDMs;`lz%;C_kl5_F$_ zeR9~&8Spu4LkUVJRnBNqn)Te(5C91eldd&rdan*s6PC8x=a9Ox;px)NBpV>-^xNK@ zJjN-t%A&l%V3Rv`Q?c@7ZY=n7{9SzRu#TRR8!=N>%9B#>U(Q_xs-jUvUegT}rGc(9 zafAFrO$&<|UwzvUaet1m-5M^)a-WqssMN=FHc*~CY0F(v86#C_jyBJRps^pjfoGgR z7`UAF6qY_N(lu1iDC^z}cO9pQ%yYwTIjyc^(PfEF%cniK&Z_1kV*_tv^qhu3zf>pg zwo;ySLUwtd&AYuJh<+I?oOF6I@o+|$h20p>74Jkko9Fe!OL~tGU8ko{vF)eC{<=Uz zxhQZy@GFCLbcidpy!*8$yJN;&)#U8kcYar&fE-6H^gd7NZHcoJzm?uT{JB2>K?^5$|ho3Ipp7s7{)YdRFEL z&lAa%)SSi@MWUfL5z`vR5!}0=4r}72a(8Ix!EY^;E{NCs%N2UC(qNkuW9z$24nm2u z?x^tRKs^H*HxgDsoLR7oz$OCZyV5vTR!TNGD>zJN1+Kb* z-rs#MM*A*ev&OiajWbekhj%5LllzwM5zfe8Rly_G>Uj6PpJFHTO%;7Sk}Q|5WcMUT zc-LY=?25m~a{nj*(Ye`S1hw}Z@w$&qx#c>dIMbTJf{=eNyY^`t))70?ZX#lLX!Q$X zdXMOiy3TJ&AvL70A0tM{+ZwiukP0~V)5Exa3D_QNjp;R#dS;{V6O2fTzRM ziNw}kCC*)G=8K6tLrSE6OBp>+F@UgOP%bf{<$P8p4h=|fw-{5N98N}*pPIVK)9KOC zVYL~0_^ZFH0sJMxHrFBc>1YV%`#NYxy#(jTJ50wI4boP2dnVi`|M_hgtfl8 z3D=}29mpLtuM+8gEzuppN;6WCxE5+S!6aX);AIBmXRPQgF5h5rJqK61l7F;NEs6$NepN{__ zBPLA*r`c=D9hN2}*_ToeW%8UZ$8oH@z(d?4Fq=^44I;EV;~b%gs&cAHU8m;=Q02gg z2y%9+x!Bct7LE@Kwen6^ESuO_ryX}R`=l==bFn+e^>XjfDNk<7gxNfF-jIpG@LZy@ z!Mndlu}Y5d6m(TDlp2n)8qU>SW!az5PW43_XPOHBmh{8S~&7ZFVueZ9smf}4eYwI|u($^?CgSbUevwNFtzK%a@1 z?iX1M2~UfhH+B)e>cg~%_cbUTJF9aw&&Bd>@WsqC1_9UXI^4SFj548iAtPoW5pt!T z6<>3=wL~-c8rg-|Ev3|IT?K^Rc;2#O$>82b6fEa4!uD&>Pxln@zD8L0Jx5q;(~1r& zV2yM3_Xv}Sl>NfATaMXD$^x#HeF7tZr%tbj+UrtP)JK*ewZwW-*L*3-TD!fZP%ut?M@0RghdPlKw0*0sxyD&pK ziiD*0rSn%h{(SU0MN=i+Odx0Qk{fAQU?oGt%!h{RU{I<5OXjDkZ|OZ#(%rJ-KXSGl z$nuwnadxB|`ZHSYC1N1%o+HkE#QBHoICt0a3)w_$zsqKg^A8c*PdWc^9q0DDoVJ)X z=AWA*+d5*UZ^;qjwP-7?@Yv8rBZAY*j}3+0u2RHVAKcy}M$z@UhV4IP6JaH$yv{!$ zTCUfmCvD0T7xz+cj?ztWDc^Ko;~bBJCz|8CbY~~1UlJxQg2G}j!(W|gQ`H=j^Iy$h z%wQh{Rj|I)4MSlL%{GD^*^a`Q;1ht8OC~fI)#?#E>r5090s9F1AJ#C5Ks9nz$GJM2 z+%4uwGrhN2sB-4$a+==CaZPDpJVRhM`aDS_3~PBQsCrbfz&k@X`PnG6OG8p$v^$^- zQ#%v1oX@d|Fv782OOG-#Rar(f&uMF{#o@xd=qSc-+th&|oU_CzildU~ZU{c;uEe`~ zHu;;TD&VTZN$jEC^~@E}uC#Z0-KW~r#W8qvzN<^?>n?32m(LMysl?e(1PgtK2R^dX zm>5*gK@oSO7He8Jne%&ke0ra*^tWN^e212+b=<{Oe;l*<7-1}{SLP*IQ@@Q`jBe4< z5dUb32hB}B_EX0q;;7!GoMI0VwqIi#L0Gs+?X`Bg`fbletsb1}qU-5Yi^>jw7o>`u;;fs6pSP{ zmp}Mc18ysIkI|%sX{R@_)?-_THBPg5ai)t|0J^U>DH5+ECoL?OI-9EKru#LLOLp$@ zg?>kGGDLDW$dUfYfK7Hi-`C3Xfr;-D!2}?MeT%e!HBoan>tWT zn>^g)C(O6A3-jdJ#_Xp}#IW`17=c00ib9}p}+nT zap&vM&UZ&LB?ApDqrcfc5Ki;e`s*&ZKIZS|j{8qr|FI_>2odmi7nTjZw{WW8wHNH9 z;Vu!~^$+$M0cNIXzE0oP*IH`#f2ueB7GdveJYi~XJ^~=TM(VKzZ#eXWkk9V1@{z#6 zq0DOHNTkZ}T!Q5M)u(gOtk(Ay(hI((S(2&4_Im`Yct5OxMFnid^7VC%OcC+VSD$&p zyO3;ws_R)=3>Q=v&z zr>E+yPtGhB?t{)%57%PEig(X;-jkzJc33fUc`~EFe{U#z62t}*%;q3*GVaqRRHwTC zuw+Wr4PLq%&Km~LfHQN1b>$W-Ry=cOUm~!L;N4IBk{s+t5KoQd>pAfz&`_U>T4fgt zg?2#PkAE|ZC8x+&^Qa+74c1`p_z&&m(FSs*#th9)M(TJ?KANG>o;|0w^A{%(sP_f7 za)OVe=q19_K8uQQ z%7$_cES#xiO4lte#kS*Me?oE0iPpt?#I%M<#J#gN6hRp(K~%lOS3~Ql@w=S1X81Gh z^=eKNUflcneM!~XKp-6pXSl2iPV$O>;EC7f+1VVYI4Pp5X>kP{o(HbZfo@aJfbl^N zMCRxNvdes+a=RJmFrV+(+(YSS|ETPD;<&MJNr`OItF>F4$3b_^SVv%?1HX%qHN0$Pz4h1APaMI)Q+93gEZPW1@A}Qt@?C`c zU)Q)==IDe{^Ie4RBC;0N+BAjoew8@<=?Mzlr_ac)qG7f!eBsk~ zxhR*aXI=Z+@usKO^W-WkDghwnxUT-<$vl`@N29v%Pl>K@C$G5G9%^e{v7V6BP7Da> zgeLhOV05MWCa9<1)joxtu7*dRX?>d~P#ydH+g{v3iz|>`Fj=!yFQ;|SN&j@Eg+wA& z+8u4m9QPLUk&%`))q4zX(|B=}9mk5(cT>FMl(cINkB;Isse2T5h|eAP1uN0f37ylcDz zv+gL*=Qx8cJy=v8WK;H;(`qur5q5r`o#>RO@X7Ht?&q}i9O<5VCT`l5L~+fvdmii- z(kw@GCj0@-utd7ucilgHfUhHN1^?Bqea|?((1Vw%;Sk%$nKHC;cS&1~&hkx+qB3=K zZYmB_7IO*NVJ1D;vuXd_*q+>_E-14tzCy#WG6w#v>cpvug8Joro~uJKd8Lfbco)`E zyKUbDD=GdSGz=1s{5_ zKJD7o>+_l^KSUU5|2(dN-5NDIXv&iaM*|m>=70R%E!-+rm3aRAp9Icbll~aHGoWE5 z(=*oD&Gp`2PpQSI7u=>^N2L$?%QgK%IH0?wD>If+&?^+3EFrM(9k&ds``1t=F4OKBPnTW3OZsb85yb9Jreg=OPpeGZ;AX1Ca@?{IY= zyzwcXV!wyt3}pH?Pt9j<^tXujHIxBydC&PnX`nfx)R*y*U10VY%1{5mP2}d+5t}va zFA+qtDvm_DWzm4w^fbNqF>g+r)a&D^=u$5y*bC`oq&T)Cd!aNblIuwMvAe>#e-^kd4|3GGtElj76AyrdUMT4s8*JR!b!D_PMta8X9b}5H?Map!o0KXgGKoe4NKdy~ z*SCzS>k}8}S|dDJFt$_sQ*uo>R{X<>k-0k9jrgzW9p;DlY#zpEWVcP42~pi{=N{MM z5su`(W$Qcn(XV&i#D}#U>)Sl4^roP&ftJc-nG3jcIh#a+Ojc-oy5ZLNmOIa3>kQS~ zif#Jfg$z^5%yWgmRw%r#TCcy2p7X`pDT#ht-yvwF@%B==$r_aR`2*i;&gNQ(=HV{r z`I=L7TXDWsobT6g6aK<~jXEkg4DF^PU#Q@abXW6{x5zmu@2@m}e4k3~aX(g6q3s@MJhoiv$fHW! zES%3#ag~k;{M5$3^&`di`?&{rTHpMF{kN-2M2!Bm6%c8^j)pn%NjzsbMXDi9(PsV<8HXDu@Y#Q;Yvj=p zquSZVorcD(-H#)ku=kW4ISOn)9eb*`>+;@x=eWTc&+s(r$}qD4-ty4Pz@` zrv;ffOmtdt+n*}#&&Jo!7%$*J+43m1-DwmIL<|8QSX z=UZYR9@N6JV~U`XG1UO8!0#(^-k>KO=hF$Q)6GN_WMf(qIIY3D z5~JAIL5b{M(8Z^#360%h`&w>rL^O-0IDvGD%_0+++ zZzYyhuTI*|Ref!!Qt|LC5Z+jmUqk!0>dgoZ4!+$7?v$$n5uM9h@`wADSE_&ht5 z87J$1X z!YwMj@PdYJDC)jHQxRS(EHr02kzf|1^B7!k?dox9V7;A-Aw`x0lV0n#~+ID7P6Y+HfX3e#1Z z*+18UFN${N8N^c}PK%03Bi9cAH{M~0JsaCqn=2@pc3&|?EKe2u^bgK!gl9fb8gp#C zJDhT8*d<`7$DNbAKB4C|6)mAtp9BW#< zX8$-fd&h%Vo}MbM7v^%a-K{}JNvvxkY-MtF$CMh1dvaLsE7ZE<#xrAeqDZ_QlIkXI zTH(Hb-P0RwLiOuqxTKCtq2`z;oc!_||5N!MEsfFVX`W*wnhpoB>DeIY;gq&CoYsS7B07t2Qfi2lY~Qw797# z^}=n1SHc4}spUOaRDEf$bN1Pun3j)xhV!-W@+{DpkQa*7=BCrj1go~1y^mcIrAPTo zZ6Wl9{c)X7;@gTj!t2b?1frTh-Ql|q_C8fM z(G9B+m$iAr?6pgb(Nt+@40lC05T;_u?l99`-LY{bzpwDOid3Vsvrp|8nU@r@?|mxM zb4BD>Jyh8Hr@U7D!>7!{$$&4I5;42_)N2s4tNcZp>L^vu;v#{rptA6le5_!u)6F$r zD4-;c8=!QWKa>opSU!)9u3f}iRfIVM)VPs_^ux%19DtXH6%6-3>_Oj&QI*CP=4 zz_xgP!hLdhWkEV)dSAR)6-zpldO?Hc+16ZE=jntAxkI^d_3nG~?qCR{pI*6Np9~^! z61?@!U~=G{9CS5xN0X3+ZgV!>PIg+2_2t#R8ylm*eRz=VZ72wVpZs zl*>~HJp7)? zqXu+^2aP@@rd7(B#k)nEtvvr%pWd@2UR1Vmb8B?Z>}EloW;gD(!`BneDnxPUbftK~ z`pi)x+o?=@Zxe|!i$?x(>#9A)v(-ue)|9cEM`bSsVPxjNr}N}7NkIQKTF%QGbsA?t zG?z24v@GOsP52-2&$D;%+x%NxtM+q6h>9Psai@^EaBX-)zL$#ixAm5xYxT}`MkcvO zUH58n^sD|f*orOvXXKIg6H@Ny3VW=u*K4#JCJcbmnimP!Hkmq(+S7gOuZu?9n@E=M=je@xEAB=_D|T*s8HHZolAK_*0Z(>Ehegq=$>HWkJdUYuUh zyi*Dy+2Xsf!bPK*E5D@4pScs(uIGG80y~2t=kb2?NKKkT6lP0zt z`08?;`gd`%0dc=GN;hZHcJ^R~2=lgxpA7A_5u7V8>F7RJ zBb_-GZByWD`9-XNk5eS>%02H zfSowW1Cio9g>~aRr3sXWTw;{S!dBP=u6@-{Qj5r&I zA#?57@w=d}{FZL>(Djt9CsXxoI!mg5W(9=1xHL~*N%Dh)g+!5$gj%bHX5{)uDI&KO z(b7Fsz~3t3AtTn!5u6*RRLD&RcT~W9cbfMwOUP5>CMVI!5p?%9fOwyEra@PNmZH7& zA0!qmp3<>++s0WPl~DIPl!ey#WFjP$lDD?6@b`*h{r0>9 zcxnRfPM#ng4*I)448)nBlq#L9&ga9!p5!@m$a;GH zJ61ebH1r2`(lXlTJWu?i`{S;;k)_YBl|SKl=sRb1CWLT8HfJFEL-rMxX1~{c`L7Mm z)bUZ16|Qcp@SxGuEpb|zzQxPLo5+&IskyHpVRUoyrTKo{=tFRAIyX3)R~FyXn$G%? zJ?V=^;J;yayg=ow+`Cmj;zU}DY{fI z6KMA2PoKb8pKz{H#@VLTb&9U_G}oZf_DauR-*>pfQJCQ;P2c8M)1J=BOHJAO+!uy3 z*yz*Q1z~M`n9TGm&B$1?7FC56OV=TMZLj>wm4BK@6SAjUrYq4>e)1?Ybk(M_dTbx} z6){zRxQ4w|7*;3Wh2^?A0q3YF+$-NI?6Cq$0D!1Cz3E@r?PL^Bx~agMqYmhlbZB0* zOz?~%m5!dDU71Ty6%xyIa}9g{l$VOKS|lw`xSKvZVi0f3*IDDJAzwN_Nn*}%5ECIR zeh$GMlDLu%%g_@}bz6=;16J;aXR`I4o&M{boY)=ceX=N*kk@4lmiS|}9-{g6ooBAN z2YYwq`4%Qg&gf}3Zj=a{{lIv>s-+gXgLALK8Ntz>h8Df;f`>? z+&MsGKG5jjWAWV>YvMRkRl@6ZXaD$z0W{z?S0j6cp-K$zr)X7`WF}Xc0ASr4oaQf2 z6>ryQXwRb0=G1a#Fc0JY!^oG1J!X*Jr7jIf(`WyZznt}AqL1oqN^}$-mWdZ0$5-_( zg*-vow*1#dNz+4QO%kXNzST%XMn$mHJlDsa4@vwint9%^UZU?7EJ(&)A zyxYp({R~j&hL)G~HO>_c7v8&y`6Z9W9u#-NO2>BAMmq6OCJUcgNHl$?Dc~RKH1^tr zoquux7;!r38Fu1wRuD>c!GrY3r8(0Mwt0m=R`|bEta$~RO)B^p=c`|hvg^#V@e8v8 z#QAp3C7#pBoF??yiG|*S+~*G8JEeh+Bi&sc?335th6`pZ2fLxnuIw%vFGrMq=P67C z>-l1N<7*wW=7)mvq?RB}?nSpy8799&1pUnJg2lT(w^-UasMlqe-~Ks9q}m zsP8;UD$0Vct!{V_D0>n|M>nKn+hX+8^*u1$PkUpy&kB3H#*njR4UmR{oTZ zolfBAlE=5Ja3ZNSEGIq%6%d21V=RP~)!a?<40I;)vg0{kBlylj5+2)}3fx!Fic21< z?1Cp|uTW1Fb>ciah647>@yCiM9*P&P?WVK+JN`4V=QBFMzMspH5W zcT-`n6?%>Gg6{r>$?9~smkP|sP{hWlsz+^`64D&DW*>976m{VDqg z4RxYme<`q#4Gy z+)*ruz#(&>$u7LFK;{G8R@mD$=2>iP_7_|p5nj-i_mqe^vq1EP;l|Ln8JRnj ztrJ#sD4Bq|um_6};jU?&bPe)!^N9v79JKIYuBpatg}+uz353p0Mm+)@W3$d*KR;H4 z|N9CS>g+1c_fI+BDiCXs`wlIZGmtm@^f#UT@ufUESYOrodE)a!`E)ebnBB!wg_C91 zZF;FMIn4(xJEDvgq}QDp%+`_KGW@KZq9J^TqYS19$uK^DRDi&$^3Sf%+DMx?o(_?fpmk!@N}3>orQ*ra9ie=fX*f zJDtQUpzt6>Ai2dih`?mss28;I`XbC;Qo6mP8|6EiuGC+CZ<)DM;uWY8gFBSnzEAq7 zLgm>7&xsvI)?ORVgz#akdqbgcn9=5@E-PJ)y!%Y65`%XcGVUGczvg~x$_%rIyl2HD zosP0>hn|goz)DIltNE zj=W!S%dT(cB>K)*VIJ3LH-+fLtt!%CNHeF6czv5bS#f@Mp->4|;bMlSF_7kprb@li z7;W)^FBHE#?l5{P6WGmy{Tz?7L#}j&cHYl_OkL8^`}JJ;uL1lngK8$!d=eTT4!6bq zMYCHVIYl16PUZC6dVa|1)fa!5+zC?)cu1dY(kC0JCpk2o(k&eikiik^32CzO_tbLE zD@b!n9N21!9kehtS3oaitnyG;-*_`R-r?vvqc={~R99;(*sb%~6v=A7SitX$`Wm@^!wnC4^gyWk36cJ*`v zhR24x%wOQ;={Dp{I9lF3o-6!cD%^Hzj`UKCEqge29B1jIU9$9we`@#M45zIqEpsN; zov?ckmg{UW031&~iVqdeQ17v@ZJBR*TakRrhie$#t}!R?`kcCS!I&6qTTf9A%f3rR zV6{)?YM9++b0lF`*|zB)1cDG+x{KSIk&3P6?D|ufJ;=~i?H=NRNYnR+lrwY9WpFDXQd6EN!Cqva2FL`nm{hB7z^7Da;fM|}f>H79wLDq3Y zn8Ow-PNJ9IRV2w3O~X4AgBdJ7TAmgs)kt@7h!2S~&u?_~f-vry@-eeXr|oO&=@L7K zaSrcIg(%dy)acS zUT`Wg`jjWgHsvEQ`YD?FAU>@$r4Evzn%oxGzXgOl#9qd|CGi|HHKVIIBV)+1%^0G| zSsWtaEnBdjWG_E4R_H=`((CgP-4?@AXLDMNy)t72-JhmS^Zx~Ru3qt5w$&0qoy5EP zIz$8NS&see#PC|N`D^*Rv%Bd{MbcqzD=2%xtU1NceIKa?6GxqLD~O@=vCj!euRSze zJ2rCkT^*tq1G8@4E39$8D-(38Y|yyH2Pqyt?#5W(O~uPK>|Z`*sW7gH8?)gTB7BUT z)W|Bc(@#MeHS z**waV$?ds9pqgQuDe+dLDHZlsvCodP^78p4#M_(~TFQ*A8qJ)gQsO5&4bUi2T;6N$ zQDl9Pt2q`1Gnk!z=*s`qi4}ED^?cMSm5JkH<40c}ch&bob5_@M%J$wm$RpzVltWy2 z7mwYuO{`8jMK3J*0>{hKZE*+*c@`x+v_6?D2|U8~eKALzGN7V83g=ShG< z?sgTlCZqcq)S8?-fZ`RI&R*5|Ceh#S7?MTP@-zFe{#Pc@A5f6;zkwUOf73GA*Y;yQa!oG5!-;kh|{2DTpf`R2P6(b3||!EUbT zORh$qfz;fV?#Gq<@nL4E__8E=9x&LFDGXgLdph>qlD)8T@A;<1d3Z#NX&Om~FGg5F zTqiU&`oTz^00M2odwCxdFZj-z5-$~atx%o;yPD4<-3LWhuvHcBt^dG{AHCO>jdADE z-Cbyib>lgYnyUkJ7mL}vFYd?(@lVxHnz2viuqIsYq7$F|F)z*P;x~>pXT;acgS}pz zMtIFLv~d)Ji(e`%bxLDruy`vQo}8Z4v}iMT!-M~U+D*~e*x^-CSdQ6}{!{bYW7Q+) z>VQb4#(EY@k6kZJ8r|PAxWzl}d3mY%JaaC|#ZJCGj$LYbF*4cf29nz(-Y#7up$Rd> zq+ZgoQJyNDE2$d1LasVP#220cVL9$A6X8#HcQd^w$_MK`$iuzHOPV)NiV$=ze!P>Y z{OtRRSc9G_U~Br1RU^om7&31#$-ty})Q$5~tT3CE-}rA)HbZ_jes6Cp>|ZJfhASKw zl%JjHVOZ9WaG`muK<$J*V;NT0xRTG;>;>lzcITKv?BjBZ7o4AvURaxohBp+u1Kn51 zlg#`6JQ|75=1m1&E6kW18gJBLggWJ!&|Dqc3dMKc4J2pPja}ca9{%WOk6_EC_uzn@ zEZTePEdd0iu)~gtkPddvM^9^+kFg`u>=i3Y8z1=HVdJg|?97H5X@{=r$yzPH^{*cp z@Y>#go%$e%P79$alJ9j};d7O0nj$Z!_@{~@?DAWAREGG6nR1$0pZ!=dRp{*TZCw1~ z9q8ON{bA03P=v3~iFadE!RgK3@T9YI z6qJE?AP^cz1BVs4lJBv);5j94JXB1Lf}&0bW8<8tbYEeQ6^8%Qrzl46Ec9gGb1!b- zTZQk?Vy++@qs?E!-L$e6TULDVu=oVr-R9>BSdusF*yFfv8y+ldb&mUCIbhc}cp-}3 zX7hp>An1cloA8cG8fW_yk6tr{iARsr)S;({usV*ipAJrhrKAb-n`u+}+r#d%DCiC9 z{+1vgqvwj4ipn%{wp*TzU76q=l7r{IVKZbWh33bvtmwoPXjXc}# zxmK|B>8|4S8uPHcOWr61jo1u~!w}ZD%hLNDnkab`TesJq8_8abno7-R;L*6n5Esqn zrj@$~u~656Nxe%)*?4?4#smrb&Tw0GUXUC`W zo-QZux5NrhYXbTd_I8n0x~F8G&29cz&ikN!-YBn#Ovtu3lz37-m}OV@ z`M;5LwanFHIdn~D@XiX4Ir4@ZNZRU}HgLtaZt5o}3F|v2v$ZL-*soH7_9&<3kYCOV z+hR=GNT=m*6~0y&SGbTF#zRuxeTBbQv`7P1qpx1S@TLX>GMxd9QDx-mRw;Va7e;HD z7_3(pCFTL-+1T<{w@vklec43VXXogP>)0;J(J;zajLVEj`Kq} z@UUY1m*4oL;JG zpRV!HT{NHG+lus5v6c-Mj*qu|Twdw0n|pZV>|T@A$BOG9^H_m;UHC<|$j9QaVms!#`Aa za$ixVZ#>^WiY@$!5&V@HG;TQXRwjr&X#&J?9@Y}+Bk$GH5<`+$d;SZ;ukYC8zm(ff z<7alO${`oEU_&b!&gS?SM#Gv6Tl2JcTNj0KHd3W8}G}^Q&SO2$)%Hb zoy{kwCcO*Ly$6x&$4oQXdqHnGSEEQ*nWT7iU^_O072>Rj05s>l;ZlVJ|9Wlmf3d{@ z!UgH2DPSNZ=nhn-4k0>Sd}i9zyEpck*k`D-c^LhzpP`fT&Kqh@(gVbGJytC*Qd-b)agXj9O4&D?qbue z(QRxpQ!;aIx^p1nIO^V4{OAVdseD@_$I-gx9l!f-ngT72U3y$qf3ohtr z=k|owye37Wq9_J{VdtDb22F_(&32!g2IA}t^md;KQ~w~vVYs8`tP;s2uagC*GNHKx zg(hI@;f_#)u{6boq};)c)jp%;dsMD@E;jUh94ni$u*~MdOYTvldCBL%jdcakj^2qK z7N}HD>b*LHkj-lPu{eUVVBL0VQn(lSXIsIuf`+jz{&bpa?%7?m*{dXudvhi=U)K*W zEcoc@E~ONXWn#3f)?&H|{}gQsXu{ZCu<_sNg)|bOyV42og^xJ{${?TKLcX2&Pd#m~ zTr>|oH{=`BPo5ZE4+PFU&}p^qK-5hx9?a>*INzaTm)2Psy0%;+H37wv9~&i?6LE!ldYraa=neOK{zjk{bP z@aff89k7*ald)Rk;FCqM8BjR^>JH>>3J7SjbvhjhBG5GNaB{G_0HLu>RO0@0>`wF2 zCvPjH*WO=)`{Z4P*!FBIoNd0X&G@Xm!hLb&p%WkF74-ZU@ls&wY}MJzg4%uTi2)aeX=CKt(XpFjGj|YfWKCVr>rmjADK75 zacQn=7zM5gca**Mn4bP$qXx2jWlwSjXJTB;a`J`}E?jKMV^MP$nkzAc`8Q`Bd@7qo|dzk;d6-Q@fI#ZTi6H;@wsB4jK(K#3M?Vb(d)A@=R zxnOMiO*>;|omO868fqTZ<}dPQn>B6ZAa@{3x$#2<{gRA)pY#-#qwrYPF;D%=(J}gD zclc|C5!%zIJYZk^HV3j4=z31hX1{qhr4Fwjqa|HMd{udeJyvW|GO5CexU*-u3N9ng zwO*_}pZgqa+0|7iz9hsrc|s=VLC>b3)xq;mPDH?IriBti9o>Hn!MDU_we)z#0<~Ve zI%^HWTZO+>c;!C#-{mL059UtMdstQCyq+%UP{{!4s#j|b2S3jmWk$JdW{UZ>j|iEUM*MtsmB=zVzb)3vOE(WG*y;5M|^UAKBWQM zdsi+&S4*&_`I;T)JSs7^#)nB%0gn}hI5(%XSfiod&d~r)+e)4?8!p_axT7h`Qz%FoxNr7PlwBnOu1ghM)B5@;NhH&j+WzHvsYiS&x4R}T^yvx z^>8RN+u&m(0~tPEkD)j%qV@(Pjjiz=M4{_uovA{cUgy7dar8^Kd0$-3QTG%&UScnk z$|-uQFc#MDEAVm+yjGaMe2Q0qgEH;C&JAISuuaTCPF6Dq@@A&>R$;H#uu4-Ow$0=s z@VuwX{j@7GHUDWvnuwY%oHN_0U+QSyLF4qKmu88INvEuroqjAsC^VXJm zR4o1|(8HnOg zxW%l1fQ8y#CK8p7jXG>Je7&aT^N5Kd28nnA_)gS_Q(GUDO~%Fl;;&0liQ zMtLErhsgRV@!P5!&aYECw>_O#nCq~{=w`P5(8+50Ig~oTDg5Wo;7Be@SO>JekQo0R zA&KmoV9R;#IeYb!JyzJiT;o=gSX{WP4fZ~@{C2trh>y^6^=((eF6^^D%@ls;6la^wR{6F!& ze976zH` z+VfOluh)?OIfMZ~%7Zg!A-GBD&g8(cbo8AiKl)S1Jn0$GA-#5b5S5S7A?oY=^=A|s z7LN1vjA5&4J#xFX?%e_LsPcQ3np9MS(sxr2UpSX#dSCH&jr^(3T^d0k&f(d0$I1$5 z%NuSgISzD7^m-ASGmx^?M;rAt*ZL~>qWBy$$T@DkvGe@30DWqH97tmAaNEX2j2hAe! z)70~i_o&LfS3f0B&i8Z0wO}7(VTYBArX_QD;q_4k8mBjhUZkE>KL0$7Me;e`D(t4U@UWhuFBHFi z7wu4jZ%NPkU4^|}Bi{SYh{)CMlTx0sD$3Fq&Yvst0C`(MJ_1Y9H&Po(qmzZZp=meV z!TM!A=zQWcnON!czEnq}tB&l!n;{fqsVDq)O*1P&8H>Q0tf1WVJyZ64t$4de#2~BQ zG|tq;GU@41(&Z39vgDf2S+sA|*EOJ<9ueo>35z&J&lSdIS^J9fW&pt%8^q~Lu%jD=&n!IqW-p14F+=L zYFLhE#t^j=eZG(6Y%V8Yv`q5fEn}D zeEAeW*N2wb=B231y z+Vgz9AFtoz?XNA4fTU&&N(`QQZo6-l^Y0Zhsl#caFYKGS-iQJJp&hHITJY}Uj z=P&k27W#yqG+~OL!eyFJ=Q#;Ul@-@#r{p5g?GAP{f02x#gVw+DF&gb{$ixdPqV!!w z<>54iO!3D`<;$ugMtXUkE!i!N8+cz4t>t$)SEhR5>3vBrwU>&g_a!~u&esZi{T@q2 zjgilrH@j7o07BPOFi$%89ey(v&Asxz;^i7K-ja!T(Z^JyiPq)x{M(=Q%-2ME_EGF= zALimWEch_;y9m1L(byf?)J&eiMsFJ2$4`n$wS#3uarQe86_d>Rcn$NnYj`?7b{DH( zw-rLVrTc`-4CiL03r2S-Fxja@veCC0?bqnW@zG(V_?6le2KBe9!$iKMkOG>l8-%C9<$nntSo%g}UNRBqE# z1zsyOb4fCW;DzKRMfD){6RSC}OUT6}l;-nsoxYYkc811kmk%_v0YB;KyQXH)L=(HL zBa{cT-_D{FKTWz>$CO-7^N$t&f2c67fChom>$e2FcJUc5%#z@=dkJIF}GtiZP zan(3m&e@W+ST0t_vA)?k1%&UF2gzX-TyF7_|Gf>4n(*#=DR`{xcNLNv>Z0HVR7?C^ z;oT>%jx0`W7j1#6 zHx+L!(NX<^ul+Xm(v9!A8!1A1qS7dq$cMnMLh{O1;d%;5Cw^?)P05n!rlR`Ohil;V z8pYDl*;+c*`~RiFxZ-I(M|`Oz`TP*&BcD#21NUimn`1Q~Os4WJ)(jbUlQbk-u$*5r zB_1>F8AIzoy4(DG!#Yoi@Z_`HO(CNY)vY0&7yMXuAYRuq7Om+#d4Ea1U{{qu9NSoL zI>pC<3WhheKnKCL|;<(70XGj#U+E$?;1$h+BDBT zUn)*MoNg<8j#M|35zhn=f3C3Cia5Op_guL60S4VySn>Jqu3;|~F1y&0wx>);neZZl z*E6$zvKjQZT@*5+!Hd&q)A1de>y=0ilVg>m=umf4UZtqQ{Iw!ncvn3#%$dbFbhRX; z#$$ERRC{4%Ox(ohPmPkBR;zSOfs$4vh7As#-mRXneCH|Mixz{b}B> zPVo~o)6p3KQKru5ZW~U`6T6g?1M|BGBLek|^$L5fkZXWKV^2_Di;6b@|Lp=W2T%akO*r#oe&MW`zkC>oGqO}wAGpGMT0^#T&i5W zJ*GB(=M7aa(ZOdz_wX%F;cLq{473N8c%i7ZWMQGgo|m z*1Uc>&71G8qH>NpD#vQ^hgp)YZYty&^}Abhe7s;&XHCF;1-yQ_-fdkNEcmx#O_59z zoBriUaHsPORP7U!vvaeKNrh4ow%3r0Y$|vjB{?*)`hSWRtO<3-xo?~A@h$%3r;Qu1 zRW7|&?Cu9wxG;#0<{3JZ6?kbYUu$8wZ?MmBYee(N?3s^$r=G6$sy_Lg6Bg=F^bCZ4 z!g;9hf2bh)4=mFaaVb(SSALRB(43V~l`rXVTk+&P13gyE)bO1~qGmXxChhaeO3G_} z;q11$FaD|-sT7gou(qtl$w51bVs>nCOaAJI_>Q`=k0oJ>D2T+ghq-o2l}SF06`m?+ zF2)@_P@2T9t)A@%>E;*p^=n1D21o|pv@6knP*UFD$*Sihz>8XY%Ta_M>-=R7sXrlb zTqkF#zOG~i?Zzuv;e1%NgJX2R;$B>*r&W7i<9w^gmW>=^y>Lwn##(9mir4Z3M$`;QZggTB?!Gv71;5V7B=>@Z}?OB?o(B^Pcq{0QU1vT=$>wv7+Z8P-Nl=_Pv--z zW?;Hzw37~J6kFkAC9(5{DNUvdSg~xHPzQ2;+W1@21h0-!W?Sw#KVzmDhlJ7p)(^kI z=qVII`VVJkjugP-HW3yt6?mYTPWmVimQty2E3m1s*NXNj zUPn_uI@`sJbG#oa!r6G^yAh|?#|kIHHulbwjbrqNs^uJDm;&Tw-xqs4ehnR zoDnivSzb;hYXa)EY9r>dw-rup@Xe_asL?@F=-T3H-n<#WSw~B+T^I@>TTmF1dNg%52Bmg|#(PQq!{orn#Oh8T zg+1;7!YyAbp0B~f1VI!fVJbQ7ez<67>wb7niZ=Wpn(w==$PIK&7$)){RBqU zwX@0SNgdx)g}q$^G$(|04>Rdtbq=JeG*TV4(|q}CZv8$HJOg0kKSr#I`8~AakP7C( zZYw4M`dH3{i8#;k##4p8RoMGAb`>Vq;Q#9EQsm@ku+5IU$aDT%lWqB34spSQAZRkx zsLruoe({INyUvQB1C8fMI*Tz@%}Dt=m9K{JTr52R;AQhYHkvc5ggRf+e_WZv{db}D z19Nh=swc1Wi@O{@#HBe^@i1@G$WdFe;B-*O6xaP_aYiqd9$qT~=`eE^&z=x#F6}=B0pHaDW;YfbpE%_GssgT4n1d2ftmUUbRJtvGO{Jf2+|i;B5-L% zd3K_WA*b90|8(a=LQ(LP0^prd1xhmVwLkT+u&-XbWgT5y^qIje4DHob!(1{j7uB=V zS>43b-Xw{2sbE@os`OS4YgaAaSHypQtT^rMQ{F4yKZP3l?s^a4!}hqY-lcP&Qw9LB z_5ugs6}M~7t`581G3qW(+L4PV+RjnM__uO#5+@4owY@!KjBCTVGZd7CQG9BAYSZj%GApTqrLmvp_B z?!kgSI_o#NT``Y3Y&orYCZ8t^<2#ng#p(6O3KPqE!&YwyhmZ3YLsB4wOD!aOgZ{UJ#LOhuN?k=+k$ia^K z3*Tx*jgr6A(+!^Lg_-t?UCtQ_mb`r%c5H^DBylaRqH!jIDGTHYhtA0CyJ4>tu-A&` zYZQX!I`MAobeM9_za|N&(FXx{xKvo~+*H6>)XGSWXV#H>J(>LOd*k$OCTC!+*A9W7 zUxeAVx>`C-6J#6HDRJ?}J-9k(>6AaV3o%H1^x3QCopeSf_-(MBb(BO;u*aP+RZ@*W z8och2$!M`ZR@A!waE+IW=y1knPFRW%OU1HT@5UQH=;U7NJZZuk4Jjze8P;Z=rf1|K z3J4Ks)2{9y9*VCkOdRuxad%f?@7LIIzUeXL+yqMMHA&5g-E^pnm1g?@Ytm+J+Kj@< zN{8Y)d9@n0b|{eCdp%ir=H63_!c0h)HK_h)5PF^`;OoKZY=%MX^hit@GK=m$0v;^9 zuRb4~V5k+w6_U0mPf+|V^v>N@I5T)}DxR+~@AlExk34v%Ki$z4x~4gJ^^$Ggx$Cu9 z{2lT@H|KLt6_7KtbdDBG`;(72I}Z^E_F0_)Ww!a8tLythD6P&K<>YCUW`f2}7k3Zx z|G2HNw~E+swR0?{J=|4n7z8OZ>YFw;dWBQ^8`_q^tG_MEq|_{dr^GLFFosekH5EET3Z=+7gZuTz57(z zz{k|Go=!;)(g9oZL>N;ICa3w~o5W95v_qV0DJ4RWUVJ)1@eIy_wG}NsYZuE*479%% zk~-W}dR{&x)Y2X8G{1T>4MmG1;gUR=wiV*ZbaM@RsfZ`C>BW)^{4rKvQwN*>@@cXY z-Nml^q252uB{3C;MMXgOlTJ)2s3{w#0kwq_omP1f&?`g}2}+d(7EazlK~}xj_U5QV zX*Z7*;5}H<8GGqs#oor@!UcGc)j95#2}glCM>Tdb(2>yE%RSuvrq%UvgkV z&-#X|5Dxw!C+#}mU?S+~bBWrtyu66RQIWC zVLk%vORFxL19c5@#K300&k3l|UTWHoIXTwr-jM&Se$t&Gf=m!XdPI0*x|twR9t>p9H!E>zapK?k=Vz7NuRNneX zR$|X2=QJce&4W)CSkTcUmw7O6{GkFHgmrMPxs`;Q=aun~^-VX)=jC9B!pwZ9TdVWS z!eMnni;rcxV%&e=xxzOUrWNYnz@7+|40mqcY;xt2jX<`k5!uor4T}$?M-z z7)r9uVEa^rG=09Wc)i9XvKu=L6{Lt8*3FeaZk1wYuNBYNNZesG460TT;D;|gR5&A>lJg!&9x_=H;zf{u0Q;bs@NuIz;Oy(I!?Lj-o2|2g z3lEZ>pSi`tJ>T_~Gq90)u!>xjXO|1ia_-z4j3p3~Wm6e4_0i3%0^!F-ZYM6OU6#mZ zjquy<0hEL8V+CF-w*Hpsc>KxMazNb)OW{A4^{;7e0xJ);YM(*895d?2zUXHlddp*QUgWuD4MU*@;5@w+XWqS0Mv*=@cvx=YiX|M9k>2#hx?zt@0Qa5~Ba6=&=| zvGO^y@C8E|jM2NhJy%>M&)2Z`PkE`JmCje?BLq)M|{-tK6~v^(^*T|EBLn^xumG~aZ996pI*-7a>n|KO_{?4^gY{~TS3cS zkkmgY&wvb5(2}ifNw#L}vw3ubk`;1fwQ$d;hZ&rJn#RgvX2$4KV&-jSoW-(>fs^5$ zD_*WqMn>mdK5}|u+*ClpPbm7uI<2k<3FBnN-7W9z`}Q}ukEnzz`eAh-Xuk>_J#PO=DY)1k8Be80wB z>JC-#1MwdLw3oMS-it+bG-JynZ+?@xWWfub&*^CBIbm#9D;w{NVvd5+ekTu6clG73 z&C}Wt=FYW9eK(jii0!h;!m>4W=kK5Bd!Y78OaAG?{L4hxna*IFr0-hDx{Q>l##^Di0Mxy>2{|%A4;M_FA!AgOB2@#Na80y!>0#Yd1%cAm zNTQv^Qdi*Jr8%R0SV_L&yyE$4koGrQyT=sFx!AJmvT8Cr*E)(VOyA9(1j|M)*L%zqIJQ)N2^=` zP4jP+!E8jNSW+|2eMOa=l?ymFbFsO8SlM{@92)lLUzt0>QLO3xcXn|tF}U=|-N|>b zb8YcYJ35L?cAC$}hJ}lmn+(@SQXn~So|ZoNCW+wMqS zW^f<2*RADm`&dCI3%7knh^NvIeX>frq?(;;ikS!Y>B}=lp2JW+|Gwh&8un7*;89zf z75q{F+|;&dtuVY+ly7mLi#dqzU>lA1M4O0rA#4U=sz{ITTUU+n5NTbXrMe}8HPE`x zLgC6e%-fzFNqI`PnX(xKyhb%12pE&k;cuE64Cq}V$0zZ zA2wKD@J|!#Cbe<%_zzdF<{W3LHMicwWS4XOz2Eu7w2n;?#g=rHbL8^3RJ<^HB}&P> zjvMMj;_0t#n=~XOTc36@Z)r%^HCROBi#B2EE1xUuLB*MgDE3^joi_+RX4`A*Dh}0W zXMDilZxzEic z#Z9u4td=di#P5-b_POCXOZWkp5_|AZBEX%PR|_5ba`F@S_xx$%BT4ym*4M3P(=S?^MSW(HeR|n7$quGyP!!X0l3;YB| zHS}z%Xz|RD=_`LFUZ6DZHx;&?O=}c=@;cTrgP1kC;HS;y%;)qT&lT!b(Y(~$)#n?6 zj+${_c;&426e2e|BcmZ`2XiHNIjiDJ>!jszwB#P+`Rx#ds|_VnnE~ zWC&xD7yMm!F$*Q=otk4d{ht_2ZFr8;7vGCSa#JyXka+id_lfdD(RHk>^^FtimgyTi z#;!A*G*cjDteG{%;rt%tNbKV4Bx~}Lmo%)h()Ni;QsGW~+--WgkxdN_Td@m1mtu2` zJ0^9t^xEZA7hGQW!Y*w-y{KN>6Ss8RyI7Za;CZRDtzZC95XGa(@A(6Gp`Tg z8>bIIgm}aBy}q&Rs8H=o2LpLlu}K4nCi2&$MudE9(hw|j>KfS-lYFHKkJN3c_81; z(%2Fk6)jdI4$V90rPxxISdfzoX)tr|x2?8>D+H0EBv*>rtg=`UTeRdtI^I4nASpIi_s%H>3^uO#|nGBhHm1Ttl-I1nXbfW zy=6L;cqR8J3Kw&A<Uiva73GLFWh{QG9wC z&V8nzb7&i9))ThHH{_5^a%(G$>z>Ujidum84l-VjOU=(95P=C!kKXlhQq5XnCjELi z3a@XaH&zyDXOBv|aY9H$T}u@WP+WEo|FkgZO$A;nD)BE3{)Dc8_Ym>^om+%B3t#RSdd;6%QX!^(B3F#|K#5}TfCtv)~!x_qbGi@ zT-tT&MVj~iW>fTadAo=+*gDQODko9z;D2pU-c+D()hfE;dvme-D0n~hFx6W1gho` zl-9#fNqx|I5(!w7NK;WV)9O5W?s0#^46k3Vx!{eMCb;Y`s@3q=Umi3xn+eTrh5c&< zxEqJfBH6OG5YR^k6gOFQXb7Z@c>MkCSVh@z-)v zZ_Bf|d;>4cXmoE%NpfBs>kkuU8-I~)E}+Xi3fsM5BF>#3RNW`%H?&O9Hq~f++{DIF z2&=x?@l`(h5FT4j-nmvNudjI0%2n{3BgehEx;XR%L-y!K*S_Uh47|h$SD~kNwdAib zL8R%dH%$>u0Z*17UcZOOe!JsL7;zK@{Ytq4 z7&AEae0vh=G*99S##S!x^}z#;8|V-ZfSwt9RoJfL(25!)Glr6ZriwdY(copL{WsAWHW47ELfE@~PRd^}U``@y4cJyL={EU#Qs&l`+>? zj4;-k-&FW(g%VZNx41L`zV_=Q|MAApz&MvUjtzs8S#+KqIKT9#BmF&6JA3r0=yFeO z@c_Wue=M3JZ#~S(zso#Gp0wf~sydpIwD2r{uJG52)B*EUl(@7t2{`%=1kyKbd|1P` zM=_M^^(Ab)W?D|(VgBU5ep|8AtRBYx{IW_7*>CeHbn+ebhT|$WP8#pQS)5kpFAM4v zX*YC^;*9p3Xi5fm!(oQ2%#&@hwXu8w$@CEsvcwzZ{E@$N5Eh=Wl zQ0^%5Q!>?FrjbM*l^KpZ&rX8PAPx`^e}~d0_;Uqz6=qGFaLqhdM~vLF-BX%!?EDOb zs&GL5T9_>^G@T14T63B<9rOq>Zs|?;`c$!8<66kjlQ+Wgajta7deSn}d-{8hx97_F zIDV%e{D1A}QLH^Ztx?d~$BOkUeto6YfUp?%6|mGv;X$nW4;ytHQ1q_fCZDb#8BAtuc^U2 zcA)19XSs(wg_IY~KyFJOJ<|)RIkp|eaQL`7VKKUKS+~Oh5B zVQ9e-SMvz7sdTwv)_4~eM$EqFi{jA1cWlX6UVJ8IqV(o0#*E$D3MUUUX!=hwRj_rC zaq=6_1Mt9J-%#p>K1-S`0y^%Gj>DY%B;Qrc-1#MGLROg9iuY^mlzv>n^bZ%;Ca-C= zJTmM`d`%=^>_^@`%m1FSb9cuCbxIU}*y^I`&*!gOh`yf5PX!hh#4r`snM`MP1ebYrT#M#FD|1^jT$7j<8 zQ>x*8?)w{$h>*8XstWFtCOlmMy{n$5J7EdvG^=%LXCZQR%EPeo~OE6&Y&x?JPA;xTdS_pCPvc0rxad+(o<86vM0xVTiNZqX*wm5g>eHW{!-ESr%=`6rLpq+yB_XQPBXohDr@z-?9xmolga+2 z;(Vz%->wmzK|h^T2P^jdw-Y?f{9ANoN}Ts8zoG3O>9Sg&;&5USIPdDgs;J+^>zu89 za(9b{OWJR{AFxvU**PaYz37 zzT~-b>%yD)K*?qCtv6-S0##$>#kmroAIx=P&DqV_<8LYcpw2HFoe$E}Xqqq@USMMR6vUT;iF585-}7UASDsV^ZYDP3AQ7Z1j$4hw_L1eRo|B&((QN zj_=+u(xYC z<=^sMhx#b`!cz0=o6ABg8UIMd;Y|V=+cm0-1mce229@MFp@~PtQPa4{0-v4; zJ^w}5^(ECFGQlg1ltgw{qj-OiE#YtH4V|jj|Oj_WA0n-5sJrFuoDs^t1xR`CIb<(`(caK`--<~7!53mcj1!h*DFjbKwQx8(y^gufqTo+EAB>4 zvHok6&34Y-x+C*S*U+9kXETy_EdFD6ti80(x@G=x#rY4{sIG6#f5~|i8B3CPN9`Vl zg};6nxvlxmk$luhKeg2l6_in?6Fl)OU$VgCEE|j&vUagOlK1yG6XC4VjC zq_y*3$DDdWLD%M_H{a|s3?4h5Z&JsZqCKh6++=Z*#M{Y1hIi8=Q3ktBA7m#iBe%7K z_ZO`F$6ZDF!Kwq5$GYxLVwb!3HivxP`5&Z!I2L~?alOZDMeXau_P(?zM=4RZ8TnoG zGvUZZ*NbmC7N45H*ApCdTmRZ%RMi91yecl8CsIw?bOp`F=#cCMYEXn><~$V*EUW(7 z`-=P2;mLxhb-nxbdH5(o7!lU91sVHv>G_dat%Z;@ukh4XXP-QphZz$6s>!M^ITE?j z!8XW59BV0WO&N%J5+nwZW-k=mc6P(5$8XLpcu5cYy)UOUsK+Laz|A&(<7EVoHWMel z1FO>3Pbuog$!WjM>t=SgAf}s>B1D+7`vk+0t4cmWi*GS@siAHwUmMhoyZSgsC`kGC z*wS5i=B_vm0o4b-c|Z*g$z}Zx!IjZc|}Q zL*nQ3B&=`lb5OTN%U_>@n%U<&w}MYt#xKe?V(!4HPu3)7IsxxlCd3VVtN?UFS!bT6 zBh8)0J4a{Uc4VG=pj55c)g%&P@8m36{b6_-2`5H`U?{?Hr_^AcC3S{7N}L?oj4Zf~fL-qo^RSZcM7d0+-dKffR{L6d8(K3D3d#cFiZ zRLK234LTE@8pS(o5Kbo(JXqt>!q|C%JAS)^fXTs8oX8DwIcJWM)PG^ zu;8Z(aQ`hz;hJjTr2?-N(J6J-ub}786&eVvY`NlFhFAD9S5M!K_loSm4#u`F))gmz zHI6fRM9{>lb-~6S0PU=vsw40`>Y*a_gqo-%X}^yZ+|=Bu;(zD48N!CPdra1E8MgII zVI$wbmbg{6faRhos-r`kz{Oaya%h}2G;1R4XjxdQA08~Iq>@5oCEdDgHZ00szh9h4x_VJxZ&Ja%=`OPG0*$A6_P>K zGkeXrlSRvO? zWL(@$1LsG1?e!@SjNgWd(n1^#Gl}G_g3r-|+&$(3*WKm`K|6^#yz@T3{_)Qv^L%=< z?R;Au#HZ%If|o+Z$6PZX^UphMukqfn8LpvdIs2TePCSu@k5LebyxHMMPwH#!gTmtk zlvi+DQO;o2*kPs7g!`Qr<5W>NDKkvnqq;H$SULl*srh|{o0`n*_Br6K!d@!u^%^p- zbV3B2`gLDcsoBG%D{+t?+&BBae~>nFcNKHRd#vE4pDKP)^@n|1ur@Hjs=a$P@N~fWA~iSvne7!`>uk1+djcV zWj~>>$%oY#lQ8M~3O9SL!2f@RaRm)lZz|%yf93fokBFRV9Jb|Kg8YKj0h7=BAUfTO zD!8d`p4UQO`edC(j^ZzToD9o-$vlAF^-^4+sa-u40km2!PvH#h0IORB`vj-`It?w* zlo+9H3fFt=*N-4B+*MrN%xlGx4VJxB%#y63qel(B^4Fh;$JnM*qMB(mZw4=w&GvLM z8AQc!U-AmTQ}alaW(KoiIjz}}uO8`PWieyJ)q%V59BZ{CE{mrxoaw$ltlqgTw|G?i zyRaDLcX5+^LbR#qQUBaLh>pknm%EDdwIXL)Lp6Am5z@jrn(KWyKs;8IVYRKk3ZWBs zvUX|nY+sxf_17ogQDVrn{1<0;(>um)P>JR`=8bnDSrqCpR30iQUu*+;^qO@L4dUre&pq&c7uIpE&{vqFR*ab>aPukA7p@(B zg{X!j*Y)eS9K28q#>Lt!i4;`xSyRpxog0d`b!d`64&=P$65mz4T;p1kj}=u|CnLXm z?}F5L`h261Y3@IYiQpY`tf(W1?iGDfry2#8KTmFZ5g4C^QU7b0S@8C5BT+q?$j&X{JoYri~7;21vb_Lw|IUY5#j5Vlv zmJ@T0dKjm5{afcA$*>bPc7$tA*jm$fCnpLC!((c$(MY{&JoSLwrAm&a>{qy8W*ZIX;2Di}}xtur~N_%Armm0k% z!~}v?I!`$zm1pRaL)l5sM@}RbuPk~BpDOTLv70rHfDEvoi63<+fMk;Ye^i)Mm;n2} zci_$`1&(&|%n2T9zSQ_1-rY{r0m9>)ed{r^Fc8n%sp$DyapUvdXRi+x=iB!{%z%e) z)K6yCbilH|c;bbGN-d5U^Oy7g|7%EvrpyfMZ^QW!54@F2dufSj`gZh`2yxXg^``VS zuhB()U8xApn6zmc0f-+Ir`JQ@{qoFM-EWC;=QQ)YuXwqJy;ami!sYZDhczcHAi5W0 zPR+H=VMgXm&4|P6bX{(<0)r_1ghL`{!lIu_0&2Yb1%0r7t{S;VUa-acvO{V{PNP5M zW#FCbL{4c-CfDLW=Cz&B8sz5P!%W}oGZH|2=ckk=2vCQ1->k{5>$;2PY}3>Aa2~KE#H0iy z&!(ea1A&dtkmIAz#LN3f-99^(1K^Wm!U4aV1TYI){Kl)d^fmow)L4_TPxQYwz2)eO zM_Txo)6_1AbBBG-vwuN9T zNPZB?NLcL6vg2~g}+q<(D8Q!85@ToPU~Fe`|f(K6hDLf;Lxid z?c`~tSCASA*W{qrj+7k)denC9ZF^ znyiWAnTim*2d~Kk$#HhRJy4!B)@kIqoPkbueAImP#BL|UEF)qzY}?SA%1%fg|DDr& zG@kVJ%P|Ly&$o1HOt&Oaa>Xd*bK1j`e05ubp6h;#i5OKpP*WSXgv+p-V;zn&&oPc8 z-Z2AjXQ0vC#gO}4M`|*9L0pL+D)3yPv*_>E6XCVu{D*6t|L`f^^>ZWU9^~lvP~jv- zZ&?G$>m#plTfD*pEw(lPrP%2xlm%V8lF1u*t*{zvy5!-YF%fPniudU&zYw*;3{B}S z(L<#WjYWO^8#DA2k)dqt)HaoKi(q{@;eD&XuEOLRX>5(Ic{k--t{8n});nV;*gCbU zEZ!vlwzwOQ6)k0Vca8T7d;1>tTH)+G*}FbULc?L3nHJ?|m%7DOr5C;%L8f#cH*fX@ zT( zn|7p&?T>5#z+c17ss{~qm$Zr2<~tM;ZD!D-ZIIPGr?)`*7!jv z%}7f{7}~+QVUGrSWj%X8BUhl7i-VofNvov*bmlM}VeHmhf1Wh^Nvkn3Jy>d9owTZ+ z!$Af-O*wV;>WZ)5R&1_eT*0o9=t+v4+Y~-L*z*f-SD35EeOjfKT;hGjY46wYm332W zId|o;f!$3ZzLHNB!XmIQG*29v8j54(Y&xfP5(c0MD|u6f)DenYc_9LKo;&IOV&Pxd zz0|~k>Y<`uT$%yrYZ!=P(*Y;0Eon$tGau>H_)_t5jS$iuol8saJ_xmz84j%uj%89L zE)sc=YWfCJP#G34*U^4`3L=3b6G(pY#*hADDtW1%Rg*XpsVGK7#|vXQMd2S!Ba#39 zDc*5&;tbkYQ%>(H;Qw%ql|4ut#d6`@;tn295G*sOx>sjQRWVfyUPmp-NL41nV})Gf ziLpE1s3ZaUf(M0~BVav9cj4tNr->*HQM?@Mu~ryYn0O)_tqVrwR~{Q~aZNO5ci~t% zX_LvBaL|gF2Ie`ICXw9upwpG^!i(atVoeb#9q@cD4natc8y|Sqyu0iTyyaZq^gB9> zzz;>wzd0CjP8^3~IbQ2W0j!L|@i!%Z{+57>@*lH(s(nm~;xt3-^g&6R)Jrv;7SB9a zm(?*E+qQV)&OSzMHy!HN2jk2(JXSOn__m{mZ*;HBsi8%xP2Wl>49cT(rP!}TqJB&8(XOcAg838isc&iTA|mt?wo28No5ndq_>K6dqtaAg&SX{ zx!zRRYek;tuvtIS*~h!Go&X)$qg*_9VBISm!eI7@eVJX3celn29<`R5(ezPn-dr@b zPrjg4@`sU*O%%(bzTQ=+zr*$#*MGUMXe#jiHTLrtFKxm;E$gDlPyb|JaVeX|*PhDy zccP1T=*rjdR#CEluQ;q!k* zmvmcU&)1+fh&ckoEq@o;)Wz%9`F!h56L1tMujMz?E|y>a)66~4z4koSPuAS{NEeMd ztoKPXf}!fj4(xlb-KXnJ+?9n?siD4IVSKu->?SnTu{h16woa`xcO^VW9Jh0i!t9kr zkU2$8#y$TvaHE{Tj(!4;rK{ek-_OrJy>Ob)Ij4?q$TL<} z;Wpf4i+*4ZaB;!&L$*BlV-q@ z>PAv>=f2P@`D@d!&lmej4`bEQsm@@PI3CQ%e&S=jde@w#f0Veqd%pYMnx0MMyQw$> z%L&G=SI*h7s25@lLg#%J30_wI_5@KMRBpe_K}*!yjWxXDpR5j;K?G~2Aozm;dSHlJhv#@T#$+D1dKHS)%Ensyqxes1C0&Efy%dB1!3GpUbJhCxN1yi zFl^b_?hPS1))U`+L?%CZ{?s^jX(k?ucC4Juq*Bj>eaozbJb|IGuox;x&KFd2<}pp-gGF_y_GP z$Y+x=N9G8Gd|^o(p9BVG4lA~mt3xfE4Ig{1&}&Qu)#Ali+%E^?qq-CLoVX`~ zrp`V`9!;Gb%JiPb%%UfNXn*Q6-DT$v#3-CHnC0v-mG$JEZcSGJ_LDa2Olna63n6uIUwx1ZI=bhv;ibX}lU9a1c@A&=gEG@ESOjC&YX@rWtHM9IlCZ`-Z~icz_Y`~A zNGHaBB6*D;6dp7FSb^3Use2{nED4(gvh?j&{B+I1yKt#Z^7+x+l7c1;+a<(M1AAMM z)2n`ZowLT+U#vcNls^`T;(vmYvC{5HHJSA|I*;uc-10f-Ol;salMorxuCd{yPfzJZBt zX*9?3?)y|MW4pgtI)kxUMbkH2*eCYSkZYR&y`DsX@!YlqjaBeKv*VqYRtFNJsm<~gXJ?Jb_i=%K01Uei4Et< zKN5Yd7+cLOP^qDk{u3Qa+%Zx69F%LGsYYWr2Z|}+>SXgJc1NLsji#5Ga07=Ugc^K7yyx zJR;VVh&%IO6wAnq&T&a9m8^c$Zi|Hle@uCUi@ z@F1oC`l$qct1#PejH16co-|KqJWb0ATmZU2MZen8PSHT?;%xQ_^ zf9*w`2`}EbZ&J*X#pLXBB|5%*=LA8cw{rfi-#O`3rvX?gr)Ph@;Rh9}a9@$ryoZYC zYnY@F3~$&)auhR}rK<*faR||LY~+r7J-fn0U{1|#s+*_7ki$1~AbM|idXH~CMzM|^ zJ121R*`%ICR3%6RtykD@Dvq8m|xkHDYM+q^sjteQ8}eis&B9>W$5Q zTk=hl@_%3Pd<{3=wv^>cS)7XsD>4sYq`z&h8j)=WK1VH`G}2k{xgt>O&XolBxXCWX z;_?pSY(7-@#C#XWN9Gq=AvH983)M3_KP{X*QiHj^Q3tbbK+b}!2-)U0@MMI&e-z2{ z|8xkLi72kf6;1Gn4YkSh1ZQ$RSNLlM>in{I7@Fq(PZfBrC_unvGU9=J*FvT<&rJWp zzf{nYPYAN5w-`7ksptXOcl@ zAGFo-{B|a9nSSgz?X(uYRk+z>g|={C(uo&KO{ReCCtc19Fft(%FE#2=a5H@i92d6n z*p&n!;%+RfL-a5>R8>+$CBIQF9r8WyGN;RfnT%LhhDheFth2xj7vxFe z*%O46%VLY?&Lmb)7R5t_yiu2S@NiK_|X2gQl)jl0x58sVCt0zUO-t5H@qj=*^#vEU} z;ne)C$$Zz3V^M5&)uiw`$K2-mx|YGFaU2G7v5837Pe1!dAUYSIPS0UR&l<5ipo9q-{ZBy znMH%9YUSx{SGPD#iC-%GwL&3Ac1Q&>LD_cR$9b1pdKf$D{ZNJJpIlGSVcjDlok^c6 z#LQxU4K~EsRnY1ny>=}8a`J30iIqBRcloA2wyC;%@V*aYRY@}boAdQ=q5n7|Mm&+I z)KKiu^Fgx$$|~7#C4Z~Kjqe7od{b~z&0U3XdeOdzPv`5mPsv?CF#}Iuh4|6NP-T7o zqLoZLfz)k=Oxi$U>o=Y!hOy;KA?GhI74}>~zy31Q^6JL1bf1-!w`HjvWL=vli(}F9 z)FhzT`l49&QnW*U&7ISLO$DZMHuGpP+36vr9hMtkQFud5Q?HU4z(i@%S$~EvQo(JI9rh++{@5n8T&8!^)J6 zj|zR|(dX)UoezAU^?Z@G+;hcU=eOy5esO9xj*kx4{dTr-zR5Su4DMAQ)qmT?8yn2U zPq!276f&4y@Zz*cJS8urvuF7_rKdLxg&9PGYj4szw`cWq)ex8W!FeYmwsB9kZFs8m z9GYb&uFgJi6j$MBPjaoY=}o!t`K{Eoyo(*mlO}hM&b1zKQm+%AY60udh5Gg7etR5s zr`bi*c5KSF^5bZU7omCQ0A$7-B?08;oOq)*t@NM&t%YNQjq~(=WrvyMdAcSEq^pJ- zK2+t(n7|5!OeNHtFK4sfmp9jITCa2^yDXB z=IQ7YyqqJ)?L+fn1#!^4kgA-E^)qsIu#M&FsIy1pbgk=YqoIIjo+urT*CP90JG>?f z>GCqUnb2&~I}Vu@>^Pf8pGX)n|p9^vGRFFC=&0Y7^|WqEu=374M&t@wb~4 z)!#1WE63>Iy^`1UHFYN$?y17+*>RDVw8Jg0Uep~8weHI4?4&cwX!Q)OHRy8t*{wmT zoF2BE#Ug7U6%cNBQ_;V#d~}{tKDazb{(qc(X|CqDj_m)lidq6q1Ptf?H}+m0i(~{v z+u8S`(WuH|>YFTyLk!+>IwPF4r?#B!-e9qT|E#N9=aq~NyqdlgdDuBI%G8s5Q#@$e zltI0VIr3PWLiWqmda$-&+Aebsv}`N+gu8=KNz0K}tDcruohUcn5*wmQ_6w2$@f2a- zYuHDG{mc7!j{suu{uuH1u>Sfi)W_A+(n*K4et(?qDt&G}p+*kHT1 zesV4MsT~*Dse~17V}igs;2qo;SQk z#I5+c26@@Ynaqkhet#B4sgd7WRaL@zt}JI&1v)7*)y4m1gI!Y{ReZt?zfOvvHu{@# z1U@6Qu~#0t*+k}fr8mAuVS4Q|;%g0OJZ|@WYk81nIar{prM5PrvH~539Qj%IS#>9b zYF7!UD>P@~OI|Qm3Yp;C*KkyJb~c;!1sT=W5sZ z_w-A0(o@oTR80~CRsFk%#_p*5j_fLovqvB1P+bMiE!Ta#j`iji?$~(q7k9pw*K_Ry zMInJuu0FdVl~$H(xgwv1eG^(vS1u8(BjDWKxX@~#rpdJC6KD0ulAyiyrNCXuev5hS zhE=iNhpi)w@aldO*SSje5`r#Nh?*;Ws^5ts3iec>;Tt+xYFUy?H zZMxOf9Yg*>eKx6I>;bP$gLl@23u0p`*zLY6d5)z<9!4EBMwxik4F~Ix&>cm)L7Zy1 zGw~FGj|dO*$&SoOX6#A}ULw|duWQ)%t9(Tmnk6Yg}F?8?piJkI{ z)n3Em)hma&R0*6E+a7YdNaVl>RaM{)qO#tEkaHcOFoc+#dG7|gz2V1j6HXn?&w{>> zkX>ijF6~JN_9*vlv?~8&psZK-tJV7@XxB8$UFYgCpW{*Uo?W1(=FbsEQhI!wszQ74 z3T)SyNw!ZtC5m+O)(hTH6|yU39(9!Z9NowlyMOL_ zwj0QO<7!+>eM~&cwuv_wDT}T>sE#Nf5y)@zDMFA;r;T0%{}OS2MVudN5EkFMQapJs zy+&Y&u(rmU603G;W+gxQvs^oG%^BDC9+3lH)z^;sEjxm?YR#9AgbV?v2!a-ytN!VV zs5zkzd#;?EO%a(#-5#KNu3<=$L*u#|_$;hkYE7bCyG}W+j(OlqM9@heBdmmaA^x{f z&-01<6tOOWYgQSFGx;OpdyUYj`ai9~GfYyTLT5k_JC4V(gg+&p!~y?tffR)Y#mDeN z6$j;8(ZOcqFhNz0u7su81xgn`8=K;i$(qzx%+{D6^%$}8tWDKCwOh&w?P}GDsCfHp z1imA<*(aO;sC#MifVev(C=~R2gnvemTy%Rr)_kt?cPXMw5e%<*TyPGvdkUwH5&7}C z^7l(O&`0#(I#GPltO3oXkk}kYO}~rCv_=vk*;4v$2Xs2B5Jy9)A$e=0tKfQ@+KY0FuZERpw|M9ARfU6(2%dTB zdFrX=S+fA^XiAso)D-EKRHO%9(iV~L^wK`AJGr|EC*au7lpPtGUwJ+2-YU)HK1l>G!faUnBtkmE%dz-;{> z!3MU7qeZ}8BPc&{nKcHAo3%Qj$c)r*N8AdE+{qB?(wgG>LTWfQy04wTzwjUNKJHuT z+U7uk9*loKx_V{Jv|`2wo_n}dC)&p)nZ!bfqGg>F0#FqpUC5+TvHh4yf@WPZ3Tm3Rgr#vM7*P(2kg~ z(ssd)c3HNB_5*{DN)*c-%!!BNc$^f)4EP~pME&0FbGpSa-eSKozlwe(?Bu)BGdX`9 zraea^-U-ZR6tpAt3<60lw|XI|U0Tw82K;*lx#Km$q*3>#3iulF`}Dm;u!A8scCFXl za5P+w3w|Bhbv6U4781 zK;aBPS07`)ip%5FLzH=TbQL@%-u|G`eJ8V5pAttZ7wExFfxGm^OZ(V1Rbn5iwbJSg zwh2UcL-42B|0sdf-yPM}8dX<;cI8n>KA8bOM&Kjju3k46RYDO+W9k}ENbCIAd`9^E z0LcgcIp2JVdmeP_J63oyo+7jsdx-eQS6OYf`t=L5c@Aq7Uh2%Q zLg=YC74Je1T2mK0^d_`aoQBRDR9pYr_@*e%8C5~*ZM=J7$sJXy)lvLi-Elmp#OZ|g zqEJ>jT}SH&67s<{G){hp$+y_2)t*`KF{nkem)={1C*}%!P6u;!Kh~*eb-(Zxfg!>^ zBigGNPkvloyKYB%qrWBW>%_vP?<`C`m#AADbrh^S(|SxK25mWZm5mYJ?$zpnk{@&f zvxDk{9lfiyQ+@CvLn-g;hEXiUOr1fj^$X8Ri+mBBFg2(tAZeL&_d!=5JlAet zaD>rbY8FYfI>g-t)H8UGASG}#J;%XU^pB`EInVc7H}EobW?`fwpHl8JpOX{!h!M53 zn>>_VoBj3X$Yx!MLVB=*=th(a4_y|z$7H4@CvGZ}63P`kZxF1t12*dQmFj(6AldD? zME%8yN5NcC@A>I(ZFtTI5%*T{5%`Cuk(Y7;lDzlR8qR{K@<2j*-cfFw|7}ir-XiR4 z4OQQNQaAmKINu{s&$>EGx^Gnhw*D#H#U1;%kip2plFeV|sgsB9j)DJE0Nr#|x%y-T zq@y^i-~I}ZA{{P!52bQ#b&??KS#s{p4`-! z(H^|UKbt0`30~?Y0=9)}_ZZPariiciVW02gw6FJZp8pW> z{VE@y<^24#?QM+T2LgijFeP@@V8%7nFUU$9n=dh{28w16cI?LD0q28vbp=e;a2K4? zH6SuyBK$KV^PtAjEX-Bu7%>jzDm@gEwp4US>3pLc9cx~B)mQiv5;QLnL^^t0!#*NX z*QsOi2@5BHY(;n6D&CG=qnq72+4&2$d0-Mc>|n(uQ>PkjG_)uAd{P$Vh;v$lHp4l; zibkB@Yn)#ZZnm?YuZy@E**)Rz#+CIv2*<{LI3<6|Y!0X+toFw9Z&By!uJ&otERI`8 z&fZYJoX!f$lgkw=srsi5uO6(o{G+gN-n4$j-4<59<{oN%-N~7memg78!`+2#L>?mS zV+}Af)>{T!&pJxD`M);y5J&0mUdpIFM{;3zcLp!{G2+e=$-Sf0&Za-+skAuxNI00U zZsN{RGI>s@o5eKQ6){>K#3#R}(tz{ihrO?<4-?-2ch5b2in94-qW=-86zKNoDn%=b z5SiS^jk$BN(h{c%?Ff{^L%g|B+ZMp2vcf(_Ze?_Q0 z(AB0*rW32@h|e|7?^p4Kbla2`As$qlhUzjT^mRw2QoL&2q;3yhBUmq|N4OCp;w8eU zq0CrXCoC;eW<=a>Jn>S__^Ctm`3aNv9^s!6IS}2@9YFaszem)aZ4H4KdcoCFgeWgG z-~04Sq8nM*lRd&dBXkW{aNTol)|ei;h3GzZ{8(WX7Hs7*+t5Gmb&G9`b~+0o zdcn3&XkvKNry7AjjXe2QYIWb#kwuLU-J8SLQ>dc$^CW=9!p8^|AltJGJqzd?J7Zei z!3*tG&hsY){4bdUHD9m4-`KH0MGeKcxJ{Te|2!vWKDiEC{qgKvd`QIPT-+k^w*__& zJAi9b<64aH$>mkzPY9xQH*{87O^V_MdX7khJ0oTe!lAfsgaHu>weu&)glYtcAa^XyDcSrMY*+ znA^$Swoi(}Cy_AU%{h>753C%Gu})OIM!NMJ5rQZ$YuHDGgUCMCyy90*MP-n}Wr!oDJ?D1;~q(;V4hgSr?*k^C*flN~o`x5Y2hC@RqRTYIGe%6mI-2qVye}B1j0_SVOh6J7Sc#btV!` z*)%hFzx^(xp2@h-7M+A9cH4Hql;}A}ptSdXZ1P-g-I4%Q3pl8AWe z^(8|ll8Zx~CQ1)m=E&Vy(!+_w!#zy(KRSN>*bx8N=0LvV44|h2Js$^68`m^))Y!%C z`Ummx-c-$h*)1{_8zQP1-|HyPJ{{slmX4ya>iz83xIhHuF!i?rc7I~{=XofKvBf5J z?in;RcJK2)MPwe~z{ESDXY4TopAmG#daIH=Zy+~Sc@G{!;OV?Bq@y83c+%XFD%`au zk}nF6tGPo`b-cT}xoA{9M)>TH9I{{A_tB;rwX+K`^Iph!iRs}ow@4cMl$jO+7IPW~mdfSF5+ z-;gvdaUVRk9$TNR2E+J950Yl6Zz^~(<=LFAtF-W}D_yrV`~gAl72Vzy4CLmLQwUl*ctg z@j~rAao@6&=i~;xan7>KGE^2zWVf8pFYlOdniM5Vk2nFjOWuFmbD^?8JrwU=Sjdji z)zmD~+MStPj}iJvwfAwdBA52YgHc_l!%Kv-_VppXoK#+*&eZgb-MQ3I&#hMhbIo^r zkSMlUpCm4pjeH+}PZ3D{0zn@)onDlGrPNW9DN%K@7$IH3Unf@MMDsU8{c-Y+11m1M zA~Jo)ILFA2^Fr=_%2JIukL##ly+3!`QB^-+eW9Wn&jEajTt(-jy;slD_5L>%#++YZa|k&0kGbl&94uld#@Hsm|3Q9kiN> zdv;lly&HHJ&#K4fe`Z}4RDJr#CM-VN+RxtT2Bsa=M6+-x0)zzPa_ZE^#`C=Dkx3j| zxJ(NQNz`6rh}pGWelyrd=dYT1+IxiIdky=3m5+$@v)FtRv)gljH+f<6dmljc z3omPTc42#xe2=EBFW9g9ojNmhz}c36Mlcn$o$HK)?V9#3IHl62yf&3Y#$1si`C-(D z@hQSgIyD4UG4}Dca-}wZjbQKEtrsk>qE*s0V&NVm{40XdrT*Zrj*p1!^IUCG#H=H; zuLx!xiC&Jgs>bhq(XrNf&msG#P|QTv$L%V-f3LUdZeVxmM&?p?WpPZ7u$klDm`&bu z$H9|C@%+pD^s>^~6gOz<7?BI}&|jyqDLKMkCfG0MKAk7Jw9P%-v!7hJE!D-pGd9VC z)ZLc%TzVcn-0J6R#5x&X*I+K7=othKR&af7%F{I5A0q-Je>Wq}{~EB%;|UsERkA}O zjOETbYuI9R#9gSGgS38W?%~R@Iu~5kJ=inn|~OcP!sSasGm#p#@C5K&y_$PUFPzeK#Rp`EM z_OY%$_Zm^RO!miIdKY^S_Hyo?BljUTSj*6RimHGGS3QUqPd9q*@o(m`H>Dq>yI0-1VQs=_3)Yj<*v-_})CRP-*ok2j#R zMtETH6AVa#DWhZtS0-|Sg!Gu{Higu76IvnNu9EWo31jgQUwCW&t&8R*f}NeX z&Q9c?i}o?)xT&?L9?OTYuf5zme40k$Ze7V|!Kg0gtMGr0n7?)UF(Z?Hi4cTpot9S) zr0N-y&vMb6Fa|>EQFayPG||UPX|eq-nmgR-7yFC-3idr$YhgRA+2^_O*2>*>^>?np z{g{-%fqgEvz7MyiDtZv^{fA7tJKi#td~=sKZCk{wv3hLJ5npR0*0A-1s8)~bRJfv7 zG!!vc7W8%0lt&P|R<;jNC5kZupApUwirs0#`8<7!@XrX%t)gS}r?bK8J5}#%C}L)- zUf&{Qjl9pU_D(bZAY?k4?_1ucU}Qn>_LQpVKEEXoh(Hbxy$iwzWyaS08bLSV)%@n! z@dD%_qr666uER3YYWTuLx?$Ja%T7M4M#=;a(VF_9*0{dYoW9kwuH0&MKlaxMd`3`0 z4`}}s>%_%Z1adUuqAs@2D{s~6W77aQ3suqmE6Xq1%Q9k9Tp~;jOmxr=nS0Q#e2l>V z5MkS^pmkY7p$yd@L-Tyh?SqbnQmn#xnl+zhbUg!iL6%paKSpb){3A|)t95%8V<=Vc zoBCYdVoshIn@5>PUWjcfnnsE5pLSKApwxigX(@rP6Xs|cEGdB#m-r#VKO3>JCd z34Uz#wT|Gg@!UxdV@Ur;4O5w2NC)vbjv$!WWLgH_ykOU8uq`p>2JLu+Iox zL;m+?K-%9p`jK0GLlC5AP^@^J@8_QK&KRnB)c^l)P3NjwDEN^vGDRf9?kAt6?oCSQ zAHd!t4Bu5qudHB3dRyVs&G zkB|{-?M{8EOLPtUd2F)GR&gfG>R`k<*zcgl~+l~iaIF=-L%3xiwfrnrvuQJjo7sT7G6P*RV zp-gC|b#4fe&P{+poSptGl<$xi-pA3Vs*wYG^`U7FLcbahO?z;Rz-NS)8ee5ff2!rh zY;?NS%V-s)h_Ovq#2Id%Y2^eL;xL7VRro~=|FqWD5P{DKE%=V^$Ogv3(PueC2|Rr@ zT-7UU>J{Y43*K>#T?613ZJ_;ApcqsGixY`epq-0LHDx!%3|bB3p(C&~5q$6`be>t5 z&Vg9z8PaKJ(*!)};~J|+C8J#!+*fK*q?d1d3ge7HdW0O>$F+w4aP*UoAlcO2*l!P5 z?FMXUY^@33BT7T$DFS)#@3~aiT?;?H{RDYeuj7Qby_x-D$#|y(l&X z2rSoOFP7fe+j0=(`>Ffob><$M7Er{r zL!si-RcSz(OD_@jy~cY4h)=j-Hp>+<8>p=xRIXhEVrKazl^$F4+|O4%Hgr60KMMsX zUAVP|w!LIN2ju)E>wV7HfSfn%d2-Zqt20r)#MZD*GzSWWcH2;{#alb9Ys?g;7Y|A{ zSUKzLY@Inw&rr^B)_9&@5sa05h=7shMbjLG`V8PD(31-YYW2FimIlXo=4OtSiaX#QzK zpZ{bGYu{0FYJWt0tpO1Bt9w2|YY)}Aaza9;`=Io;R5c;*4-^Aa^esVGOr7iH2l?iYoNh?0VP?BxikAY!?sC^KtRE5n5fP3#6K=e;pg$tc?=|ki|2cxFrrv$< zvf`t{LidX|F7fZG$U5rebIgIQN1wk2%{`#J0-AduI?lkZwx)hsGV{zWka>{ea*oWM ze2zFILh>Nhgp6!_sv0$dK;hI?$TL!~EU?yvTWmpg?>I*M=}O(3TW5eiYU(97;X$2C zMY^#Y61tn~ON4!|@fA`172o_TODX>DTH~QBS?y`9w0PD?&@a%e5vx#aiYbi8O|&h( zBS>*+N4q2|Ej1CmdDmL)hGnUUW?Ydw zu3c%p(Pl}Bq~;kAMx_CP+jYgI-+m#~*4(tap@`kTACTwSdC%p9w==lCG~JS+yM1HS zVXbS3`uz8Fr}a=8vK;qk8FfclD;(w{Yv4|8Jv)l~9hI1?_@@O0MsrjWEUgXdQL8WI z$!5SYDuW3SrD=u3j2*|HBJ3-|KG!e;2sM}Pn9wlZq3P7zclPSWYImd6rU0MQgf4|k zWwAO@XUA(pyFFY1hw)qW=r<*-;z*qPen}_zbMuPV-o@EG+nyq<$oXi~H)Bro#~Pon z5;SpDktp5bIG&Gf@3WV0oH_#9N9y+XTZb!tq{F#54i6R4~#Iw zt}oS*)H%`Iup7x*q^h7hj(Z^y2Cb}xW+43OLxj%7E;MbqaCP%t%`;{Q`HUU=_i?Jr z%vVHb_#ajBd3m%qm(214H#HD)&)G`^z9LwEou7|VH-+GXx(4De{)5yS&1Nk| zI9?;NtJNooVOjf=l7GWA;jT^~2=}e8T{@esYFxV^vG_Mw0j=+l`VRPvn6!}ARH$pr zv|IhR{0HUhG8Lr^B~<|@jfh+4f?NQoi!bhSO<)<1sLq!Nd`2WHZds{LN}Nl(<&x@z z*c`2@MnmqLmGv!W)pJ(@FCmJ4uE(Cczq&%gziHiUlaVv|>KJxZ-art4$(eQWyQ;?0Wr2)m z|2%4Amuqy7IDaw~xmu6jSd*#zuR9Lb$a!?V-v=xUdW5wIzf~&k=EC4oHGY=3eouQj z`9YOdiofi&SZ55`6Q_u?K%c%3a=G)ZgSNUG`!4Ks+zXT z+S%A{ASYZO)SI;R*WErN_BBi*!0DDKw?sX6j|2BP;Y!E6b0a$z{|uj^(b3?p*b+r> z?TDFh{mUHp9Q)em56@Q4@m4?U@OX~+Sc9vzhlq3NjkgKj`4LerRUIqYz7Oj>i{;(` zJssKiMz zt755~{kpo@?CIx}7b~)ywHe+c-q(nKYR-X-gj{Lxa|G97W)FVA{vP3<5quq?Bbjc@ zl}Rjd6iY9r zUe`l^9m^#X9l6uk3+S%p{#&+Wpa0n2M^(Us(m-j2JK>Zr+x+;Jj**C#Utr(J{!Y76 z32~a~mSdmht|QQuPdgtrNQ4#jOl&Sx%Dq?`93HXZeuZWS= zN?(WlkOQFGrhy3V^IyB~N^k*7-gL+GdS%jULOE(6f+iTYaYX~SwO8}9vs06LQ;PTG zCU|N7d9O{8eVA*g=8YV3T{#ko|G&R6cb}clE%miM&oNh)Z)FC1zMdL)3m5D*Xb;NH z_TpGQXv$WCehvCkl>={jZ1<^Kx5u?%1Hs=|dx8iy;`1}sBEHse^?C2AD~=yQS_}97 zhDkZOA#FG%U#9~IrHJPKgVOnqcSpJ#R3*hCBlcV}wx62hj}_Hpg!|+B9XaZJzC`enAW$ZA3yQ zFz5NS%-PAP1)cwN-^kv&qb|6d#|ZmaL)C#)6Tx%Vn7*Q$t3CD}+t#-{(=)a!`ibhB zRd;lEa<21q-Y+P%wIh5`J5S4*E$BKWzW;--Uv70TF;7My9b|FqMCqZpqD%QfY}cA91)k; zNt2O_8Fu^_wmDEZO^^l51?u*6|H|hGMAy@V6X2{PK)otrq^<@Cs1MUooj2UF6lB)Z zdMc-xGWrcsC6f`-_;1*+aO~rnaPVFLNIhzdFo9&snT*sTSns3xS%5nNTg1^K++HJ! zPspE^)f&kUXYU2yxs;I7uIBZ8PpkxI(9y?HzaTV-I(H>-C`FvU6aipb;dC|NtoNq~ z=?H+82IiiDiW1MSV*kVYkchg)&=COK$-99$yJ~gvqkQxf#_A|C{-e*c10iC2#9@jOuJJf-a7chXD; z>NWeUenjXNJFGdO5u)m_h8_gX=YGG4*9b@LODC-x@iy*0cgphk5>Ga(@HAbD9Yg6@#-bGz6&k^>qhJC(@oa%yiD2F;C6g@@Q6ASBh zQltl2c}Ygv`fH|zUh&nWXu({)RpOZw&bqdoXd*yyIrkXqu94GwvUwb$dMFKEMs?ViWMPK@@ai0Y5gR73p4BmMZ(n8H<^;L%MDxSh}<$TUPf@?`5$Aiv`7diECQr0} z;}ie%@%7+OnCtgGE~4ItQbJS>=gwfK{zqn?$Q!6(CQ@N2o>Od^2-$^G-5#B+!s`|b z?b4B@B~%^Rvlip3 zXo{!=@b|YpC+9%;fAZj{ke(IsKY2!?5eOwe?+na8& z)diA2&h9^>il(z0 z!T)6qjVN_7->MUoGFa9C#IN-BSz4Za#mvIlCt%-mZfy>vJ(RoRP}d!I!oWkjaIQJ- z$~8E5*fn?9-4-J@@b?dw@^v})cvrz=SEfz7Bjh-|&7u!iU3|}}xwre}x|p@d>K=!S zb}1puHa&w2q<7(PDxBMVKamL8%=P~S{IlQtip8(~DY9<<)0~{Gobq%Hse!orrS(f9 zW?;5ED;yO#zt1aif^~(h6Fj2yJqNbHtM3= z)0D98%E3vg6?HL-GrI*c8#Q42$ zubrRW`*Z^yH~pgsTkMlMp#l#7(*z}P7ij~4R*P+l7?-%+EF{88cJE*FnwUD~{t*E$ z(B?ygeXLQ_6{*EST1|79Q#%6ZxqoBMxm3E$MEC3HH=(IdVw?{2DvtEz3cuG4`&B;8 zd&Hp;&b;U;!u)#;`+k-82g10400j*x0rFDy16P@won`su71h`|v(^ za?vF5$+fGVm3^w=F50#Yeayb1bUR*~N}|zjc#gmxVV@DY2K>Q`le?02G;&?(p3Yyk zsYe~*7G%P{rfK9>C8b|u)?$CGud(;WDaX|WWYRLp8-4Nv{_UYGDABIVvU(&hu5OjF zc~tXFJ-a$a>sx=0h*s)Lgng~?n9-+J)?-Fr5npS_*U97&MWv4F~I? zVO9!uj}f11NEeCopybVmLml+4BwzECev;f0m47fA>gZE*r|HVoRNez*)D(t<)yn#( zTSp*2oxdu@|NU(POZ%Y9VyEf!jkpP^-Qk?i;4)5<g<{XbR5cItQi`PN=;?NvzmAD<8$du6lS6nr(Jw`?n>Mt4Y9p$DDM65 zeDa)mYhMwi3i!On@6~gmWzyJn6=bG$Rt-d+)4VI4?m5|XzAHc3)3iDx&L^eTb7URO z5$>=tllEIP_$QSNUn1N-B5q*Adj!pZcSj|A@S%z0)&0qbrbXEI8lMr29)u#@9PH@m zlY9DIH+bEBhs-MzV?-!5@{zFW^*QB*ohb|}Uea5H?-AD4D7E>9hALGasyx+)hMapo zBJ6vO_XwTvGM0tAfpoAF-y_`!c$A2}MrP%F%EphweDZvxeEl;**TAGUZ-pxQNvGG# zJI9;d!?wQm{fI(zd)7*>)qGbGA-T#(Uywy$Zs2{YsW7Cdu!mv_j=Au0p7?RRyyqkuC8%I?*S<|@u zE*?(s*mS?{Q{HI`81I!e{ylRC#1vlrk=rkqO5ol-g*|JryZ3phUt@K8H!q63w~Fi4 zGPdZZ0_s!LRTJt}N=WhYj;UE(;%LGN@-Hd}w3G(V`rxj}u}ye~br!~# zcS-e{-72a)_Z!FqafjH`4QcN_Ayu}C1fs6=5gB?n4DZwOH6qTVmo-xB7p=QNNXY8K zJw&(+DOCBotE`&l$?=R;uBvkn5DMD&?$?^6VD*El@30{d?|GCDt{H*~&(vMDDp;T2 z38i-FZm3@Hg8~)zab2;+2Wen1b7|9HMrP7@kFf8E8{2biep)ouzyn60Ce2PvExzZP z`=BDab9myQoA4KCM~uZSv{ zddc769M?Qdw@~D9_o6^DhX5;s6n#fE$Q~q+w@}31OJDJ`{Q=zqcdOqBf|b+ z4bSRTK1=9aIfOaSJ|pJg?K4FzrfedJvVUs(ef!4GCa;0di1Q;NQ5Bk9SURGtPpgdf z%ZRbOuGRa*y;QY2=BA)Jk>|HwxC`$dsiL@~*|PruIJZ`xs%1v8GGd47zP zjh1vdJlyrmaSl8_FNbX#DlKGR`z|G!kL;T_`rm)OPOg$rNJwm2dvzF=($TJrZcAsg zWHcWm>>t*kj$-FD8*6s}X0z5WJ|pgy=B#j-b#@*?lb?n5aS!!PSbjKVQ}jGJ!)t`e zk*iL5w})L6$QR@24-aOf4wZz$^n&;73i}j2ZQl)jR*Uv}Zq_(SP zBbX^^3W`m=5~2hD7-3&)@PMD^9w=Ut?fUCSL5RHRIvpF<$qCQ@5`h%)w#GLtr@Wc3 zo)a2;Mc^v}N(8m$vWt(qVQ{z{BVIH_?ugU=VU6b-Xhod=u*TMf3oNdaN|CNn?ZPw8 zWN-eahvFOyMSzZjjar>>7cPkI+p`UPe>85>yCH!cG$?MaP5v)w8Qm@WSrMw)%xwsrGY($Ru8Zqp!}DueM~b30EH% zM0;(WJo@GOt$viItiPgHd>n*R6@rH10qg&7)zQ<5-6}^)`HRRa&1BZl4j~ud*yx+UelgJ?A@$ zYxQ)ySqJa>mj7m z>X>-PGyoeem{1kLT10odLDQ$J_mLPVnlwvQkUp#U0h`u$M@PU&*Xc0=tQ0>-*ypP} zD8?dHXgnk+7G8E|a+Rh%x{4+;A0y8LMR(l&WSS%@rbe`n>-dz}+ENHX`kHf3`l9K* zrf?0Jfk6M1TgB1wg)WZtrd&Xfsu%Jkn>;a~$Sy&K27eBMDpG%S%V|^VpeaVNzI9Q) z7RPZ|=kkb}mJ4I~lKR%EYV3LP5%runk2bfxQxG#*tsav`H&&5;ZSHa#qwFuqJLt$>qp1>6p1ZyRtD2ycgV1b>QPwT#_8=u%Z;XqPI2b zOt>Hb$_2oQ85=ip^BHl}c^bFlu(NMR6qm_yTZ866(F53X%d>5d`#Jq{*=aLA`61%` zh&Vsikg1n*^}3#mrHL?kwcg&(Qfc|tcc6Rj+}1dSp?iKsfIEoI{YSFCmxz50lZeTq zjNr+U!^CrYi3W2pFzpG+^!tC#7=gzKo(=q&_U)uzDJLBvM4lp8KKm(R(8zo^Pah&I zi6=XXAbP=`eFtpL#l_Ug=c74WpQVs`+(*ox8MWuWp(?0O=4|}`f9u!mnqfZpB&O_; z^gq!0AN8y|9T}00mxCeY$(ys}+Lgrg1Lu}ejIDeu+9Wm6%%?L@6>Z;!P={ylqR(Ga zZ5}au?LH%kLvbVhWa}ELwq+=yP<9_L$tx&9M>KsH_r0Ssz z6TE|WWsTmgdAGREUa!H22DbaIOq}Kg@_LO>v=3*&OEZJ3`OTwj)eX#!Bj=v=rTzp6 zy=xJWqOjF$-umoB)qpiaxgcs09ahq(vr^S;r-RYHy*9Oz_~qQphS}>y>=u8( z zRN5F2QWJ(9ux&j@cj>Vm6CwhZSh$*MkLt*E9-J3OmL6aSP1(3mon(V5 z?1eS;vO+=K3?SVu=R~jT*1kNZV->T@VR3Lxqw%%|`?#OQ7hS*J&B5~^d zt^Lji6}&XTZTtqOoNk{Z7fKCO%|q^&aK~P0#-FAGZzia$-svp{rj^Rs(Wb=gc;U8p z1257FF9n(2#m}i|%s`sUZh{qN{Ap%6r?_T#S2g#Tyoa8WEB?cC&qdesG2(74KjwNp=i2+n%7{HKM7_KScOP1hRXso_Qh6Jqx(Vp_xYh^n0B9Q(!7m0U)z)*y(gbTgqd$gL*tp*OB*O4q6R zYXm>)vbjQ2~xCN=M&}z@*Ojwxt8b|AZsz_0-nzG;uN_ByVg59&It*5 zHSLbfAK4Q_omfd*&IQFwtRqM3IVuz5-pl>o?>qZEPd@qEL=%+5&{Zn=SSWKigl^iV zJRm0Mmi6UyMSTHnV?QBPiWDb(k(+C6`}c^vRF02MX}x` zr+bM=bikzwcKKGyPiyaO#cmL}i$k3hTZW=Fkh^uSl65{(Z@kbQx9h@&QH+WY`HT37 zLdv?~7~GHV`!ed6*9i0fVGWZAufDc7_JSKWy)8MDZ(_XqHG0Re;$|EYufU)aD}V7N z2KTnA&c>#03a1Q3zYjv%XNK|;v9DnqK~La@r-PhQ&k_C^L3*mtyOMWQb>TYK>pU%) zeu~REo=(g7);ImJm0dh|`DXfYL9v0%Tcgb2U~Xhgn;;jzE2bCWiZEmsYp8o}nq6bW zFpJg*ce9~e9GxrZTuf0}Kq*nI?DNre2joiK5X`?%@;Oc3ue!({X7d`sni)-hz4*7@ zr(R_$j5?+6+~J)0FI#m|I24&!Q5|&V_GiOJj4Uj4z7iU! zZ(SoyBY2i}ojO~)@eY{>VOFA`!5f%Am(7eHe^77m(sg3#1-;c%DW28l=LkN4uTO{E zwr|g8Tn7hcR{M?6tLci|1{fb#u@y+Lsofz zif9DgDMAHu(VwxCwUC-a?%FVcW(YUNHd|9)^Tuwe??ZFCrefu)q~~wF&uTh~_kt6m z>agz06r+))oj!NZe@V>^_sKOfqJu`ys7{&@zJSnnAp43MgoAfYN_wj32SSE2_G?7l z9ECs(#-UqxLCm8(=0KbCXcm@Pzu2yezp&?PnsDrB2I|1u(3!Z3XHjc-M^n;V-FF;{ ztnuWE&|YOj?vT%WjUrv{22khQrXFk_U93~nRhxV%_^|I^W`x@nYe8e z3C3KJKtJO@T+}PSBJdvJq~vQ4Tw+Fcl}?SE>x7x;zUFn(A&=lTvmn*`J_Cje8min( zyzyR9nxVtJ4|dsY{nNz|fMM6yhIE`yqiNG69kj!W59A^ge+@If)MdH4(m;LdtYX!C zc)g)1Hy^yHU+@vZwc5iP_+CQ=a~kV8J7|f~o&AA;bn4xh^=_&wiB{pnlz2jzZC(7h zKKXZ9PJQ`&Ty4L^=kuSCI~%l189!FX^t@j@Js-LMQCLZrYrS=97BYj1L@qYQuFlP%ceSL4Kr~O4yD%UzUBzczq&hI zvrky^PVgE*W5s&b6Km~A^~ysqXvwBiOfPK1_GE5J?P5sw=}@+hYo6?!1q0J56}smu zMOa#lXj;&uQgmk*Js->N`9}nIxAc^X8_1Jl;@iag_6Ks%=k@>OifY(mIxVlXiSX>w z9z3x+s*d)4T0%5;emz25`1^-XzFy3uAY>>jKRMF{M<3qsjMaG*L>)O_M`s1W2E%}r zJX+rY-nogc|3G_>ZCtO_sR_>Cb3}IG2E4=FQ*uh)yIMgi=nj*!gSFJm1d_RX z#uCPP>*U2$19q+*NT|7m+o(`)Qe8cDuL&L9ws>Yj%F(PKv8w`q= zDQ~bcCZ65Y$hGGof`=<;y)8p|`oUB)^t!BaDH!&S(P5;jp@6&UTS6z^e=)t@QNK>T zt@nsj;8s*8``?0DC7jW(+JimG8$X*eB`z+gE9oE}4t70yxlPG8l+O>U8n*~*5d}XL zMRMDE<2Tg3IT)75(AtKZlcJS7W%rTDr&*kwtvNZ9pC>Y1@Lr3F6NxKtK5~A5`!Ji5 zFG#7i_i|Rd^6yPJxrdS2BAxu^&AFHqLU<=PJRN&ra&1~p@bIkGCaqsDX9aXEf}>u$ zq15EFAl$=(nxa`wc^tai=v0Gs;-dP=o0l(={e*?+Zk;P~-f$Y<{%P}lM(&6<kAZ;mxI`Nhn@T!0zJPR8X zxt_H4*7xM>_UrQ+UVw<_2>V{+J)&ADy_1K9>`KkyOZtTuyUFwIAf71;b)$vn6v4eM zbJf~2L6!?bRgg?hnr^NL#IcSlG!*N88RbTsMz=>lXv|QmyK&m6BcLbDTg3Spk+$Xy zsRA2&C_X8pyQvh`e^UPbvRWV2fxtL}_lN}nJq%sfI%e}r=EDRVNa74Xj1>fDY_7_+ z=%4m0qOVbnOXr?JG9MGD(s|;MpF$?@rZWrT@ArEDqQ0g1G>k|42;sI2s|m736{2KvJ& zXlhKBU$kWO)t2%?hISr~vATM^itahWC_eiE|GxdW=fbqSGjwwz;W_voPC8F#`G*Ke z`bOt3ll$ee$)`vlXxcyZ{N(`cu@QaWV~t%)-nlltyBmEn0;A_6@2E?4;Hy)ENr4J{ zNO)gc; zS*5CAWXOOgi82F@2_E1HTscOSL-4#)EYORBKOn{^hu+;^yobex}JAK!uED{ z%jTwLn*xL<5}_;l5wpGl>iBekAD*P9d-E z7xHvg=KF;+;*Nkx#WyNYCGOMdp%RCf)n&;JJcbz`ghlZfVIL9pPiyS#$#~QqBoj#+Ru> ze5dKAc8La2y19BHi2NA5Im#Gro4>5=B49b95YpUCvI_;7M?uv1UL)WIS){qgRnr9L zJ!djq0r8TGSHP#`QjdC^-~PI+VtJ%u^7LcA2W}Xr+z+0{1qsj;k9C(f#DnO-nFF? zfW80W_8C!Jz=w#+=$qqsfX@ky-8;QbPMftIsGsbF9G2ROIe5mLqN7#7B~26G*h@qZ z)Go8ZgZsCx#Nb+f@cptrZTfPz?gnvaOtj>WdPI`_q`iw^#aF$LHW@kUb$-%}@tSIN z&Xlh0&PGhl#dzbA>@yt=K)lVe-ozP5Y;y z#oY_*o{57o6TL5$ohxW>+z6ZUW8$YJ%tt~&|NlB_?4UU|jk}H81SHC2cbSQH26f<1 z&b6=JPkxK=^4RE=_$?S5-SbK7X7SdFyJDKs5QecHQEvEIiOZ zE8m=y(X~1`x+cOsD`2pTqK|ENtKeyMxK+6J9TW+f-W-)lt3p{KLn#j$BUbMDx`utf z%0~p1J9281R)y~o_8GCSff@o2{vKI14o>iQZ~TEjcb~WpMuqo&5W-(wHl4C;&SCFQ z5sBQ{+<)NJm84ZFmwHmHA0zA|0_0uWx?c`Hwg2}2Ixjjr{Z=Ba>T`m+VY?IYH;s-_ zsLmdXqA;p8dO_jTQ7L*`V6>MHzJShb!NYe28FxZ@H9w2QZLt$8+Gk<){iZ|_x3EWz zybzfiW9Z3EUe0yT>DzYShK>>bCBj}K>~jr>dV^>|o3hf5t543>g!!k$b($M=YVN3; zyg1|*rq|yi@EK9OH4r+ClBbST5lru`Z^@_2Q-t_McZ?DGT>a1Bhm&dehWIbXKF)Fu zoB2_o)VXo*n}V)RMbBL&Kv*S?^egZZ{8xOC8M}wM?x?^;77}vH#}0A(y(6wI3zmKm zofuV#bLZ+aVqe2PBV-LTQP7>VOhhJe({V;k-&AL!rlKwyBBq* z&wupH0Damdy_};!d-szZ`Pk0&TKT$vM5JWKbAs6fBMdb=sUob(z_8kxyzL|>A3fW*@mryR#^^$9fu8P0DtA2oo1#g&FBn> z#KRDZQTG0Q-^R4NYe9R{lJ|yoxw6NGA7dI0>*8mhP83u%qZjW5Z(3Og;gtL{!r1Rs zv`gK6Kp-AnE&4P*aogk_aau~5AZId&dmm5*zC9KP4>aFzn$(H1 zt-e)kvGjta$3`|ik2kUvHcL-B?`Q^eHKt_63loLw>zke*hFZ=Rs%1FK}q*FPi9kBHO$mscTz%tB)$w}UtL z(m)@-Mg&ahC8DlchcykNj)JbtQBi8{(uGzgS96us&P3{cDm#u*jI0>DtG{r^C{F&v z(7j4hVcAyC@hKt>H1&Qu>Y^7k)TXrPgdbbVR+n|qxua7uFTqci{}PEpN0c0Zh& z0k2NYURU}vV)sgh9T^=xO9wCJWSR27)yIMHsj7wucP%& znYM=iS|cy_{%eG&iW+6(F6VmN*;oCwSKivvRaigVVO^DY^5xMp8LI<7;&M`FqMWV6 z&tmi?COQY}(`8TXCvuhUkDL^AMP?YQ@fCJsp3UEX?19;gsUacDQ^@?s$)wCjA1fC? zooJbO&Bao%PchC$?hIcMtp3tDyo>ur{1(t1)h6%J+#R_Z=VwGd>~qBV`6{qfobDLs z=%3z?=b&Ah=eoOX5r<|u!x~3hBZsq35%#r4dmM(`5{_sL`=~qm3zz-u>3D9Hjr~rOtE0> zX>SpDk0=kjK~tsqB({9rLOI`ES^&+JT5+G;gC)7f>;?|g>cCq%Y;SRKl?W@M&#(a#V6gjSNlGg(N5xFm*VM?d4L#LN(NgV%lFLaEyBvx zZPVSjkqG`BVP6q}{erq5Te2t|(#_)TM*OxubkOop`gKABFrE&X^+B?nkr6_mweI@2 zv^x;u9xggpGV}C0Jv)O6#_Fc(VJCiT!S&)J51O>GqZ-;ZWd$$Qdnn}D7L}HD z<=QJ}kUv^@{gJNqy|Y8`tY*vj!965KU_RPL1XHFVnuIi;5L@ z(3&$Xj~mnhH8W}dh#-w_KU}``bw@pD{ZgmbsC~{#@lKo(^a$gK!uH(VzosmhxbZR@ zXvk1PGfW-UUkDLt$#eekr;a!AB!7(<>N$w>hNq_C$M} zrw)8)VUF1}u)TzC#*NF3Djr03e z&VP6xwNp1OXw+G_RgIBgQO-{h2S@m4L?oiesvWgAZcTk(=5v)hq%OWZ>sMyEKUK)H z0wzJs1U<-}bY=4yK_Hpdp?qyB z0g37L!oszBju|0M$9Z+joYm$J+k0%wNr1blg1N$KDm{8X{r#}WI(znfG^)hO;j;G} zo&2M&{X9iYiaho9U7dT3w2&g7+%;4Q8Q8EJH>L`V3%2H@IOL~VSuE`Z@mDu%hzJm} z>m>r85tNOi<#fhe9_#qz3)56|cXe|`m!7SQPsq@nsdH5RjdEtu-}Z9K*obw6hP1bG zs_`AsZA0fuCNzMvvjQf);KXaYjeH=#zYQ4a1^eE2C^l)7n%(2DY7cZjzJuAMHCNZ% z66BI8eT4t`A#}kwKStaRb%To4dO%#%qg+%Iz^KlSJy!>IH!ju*r{t{SjR6ZMzO!CW z6{;WPG4W<83Z092Id6PK_-BNsaK5v_xDV6$>eTD2N~<}Lf$Du##3*GjPnCeT2okmy zpF~kSxcz~e`imEC3xyvOB!V0F*IT6}nY09q5o+HtukrCJ=jW^F5)W(G*ZVlnk56m< z=rus-u#UOnJtPj7?uYir9E60tkDUX(CUj=SKSzMOYCF0#<>;I1aOGoJW?#0|`@hF- zp~7DyKG%@h;h>|4qNG|^XNT(WiZg(<1>Q1uu#gAC=_F9?K$^@ph_iJ z4t2N&j%I9}*NFQeyau$~LS*vXtEqzpjw2pBzv7PqgW-9Y0pc46|T_pw-AU(d;<3>oRiNTmMa!D40>U)T6G= z`8?VA)2!gAx9Y_^xs@o?saLbD#|UrMER*YB*-kj~fJK?3=GpX(fzgzuQ?p_5scP(9 z>(tLqjDR|R3eKR3{EMCes4Ka-{pQ;($1P?ZNnZ;26FAMpOX@fMk|vc^5SDhwI~b$X zjAV>vJvQ(VXVRr*v@P`v3IX5(w{55!2(xW-iKrP)jjsqJaB+8o&>dsMY6Tz4(Y*9q z_xFfZ*}q2o9=PFRrdgk>18PGe)YMCfIAcVjp81SCooY6fkwX+hPU9*%4sUU_ z_jDfZO7VwknBDu~&oo_$o?}c_-8ZZ?HpR9>QNJMk*fy_(p19?yBYjI079Z&ttn*3_ zBolTXA8WbNL&l#aMl}A!p@}@G?QGlp=g?g48e0%(=f~zSg>t&`uLv57Q*FvRn@)bw zs{IrBI+g1a`sc2X-y&2g{&;fSdX32Z^unH>w%qdX8~QWV`!bn7yeawtiF3R*<)_jN z&2xY%oIi!FPX&mDPB;gy7fMgMecH+$1m;Rvj+0|>%{*OoM~zgQVw*KqT1~4%P0M@V zL6lmp?-u~%1V3@j%L$%5bo*WDcR%?7H}1(Qag_E?$FZTgA_!LD?(Cs3d7O_O#3d-@ zYvG&)R>AjYY~Y(NF7dIcj3}z2M<}WS>}-8O&g4)@Wam+cYC`Ro_XtG#`4nMn(GGR% zw8jPWt)5Fq6yz*gvtY)tRfpshF}f-XnVnE=S^Xwc{9uH+g=`i3!Tn9aL`>^oxj zb!RWC_GLk8=m!_;_pOBgOh?!XJ z?9lAOF+0;z_IY##yQnzGd*L+#nU86gcB$US8@(FRE%iRjN7MTxao1!zXGbL?NoqwQ z1&$un!xqF03S)#ssItmgUcvgT^W+_#%A_EI<jTa0xImah(Q_bj+gc;^WFh_J6U?DJLHw0d6S`@ zUuy(JU}rBNPfO=Qa$pR(k9R}$=vhsRb~ZVGxiNX=QiOZf9_hHHo(Bt)_oU!23RF>N zHxyDh22tKtJjgbV_VggzNsU#XRNA7 zY`%bhIjezby9UlGR0WUyv})Xhd3IvO@P{f3p1X3KQO?hZs(P9GNp^Z7{^NmgM8Mu7 z$~5C~4f}`?h!JabGK1GHoC=N^*Qhv6h7~kSSM9AFVD7ol6M~(kLfI4BifAX$yWomsf+{?0kr3Or>1<) z1{6{%BCb4WDd@`l_9A^tSNVPAdWEj_M}%jZ^B7@YYlz+a)#kU`-tXV(ne&GCi2FKy zi2$qcN`Jjnc++>I@D8OJO1O)L`n`6P{96S0bWleFu5XXkR6YAF$wN*bvcj{xL#s(;))I^=cSr;%LTmidK7&0yoMtW$Uj~jocIt1McEa4l$|C z5DG)SRlvFS%@xIrJ&);%b0(@e13 z>Jf)Tn14n@ZL0N4v=JEP`WErAhHIli6}U_57rR@hm*-Nh0_npzyCE^DnQ}|l8>ml; z;wwUFB0NU$C?BK@77A3B^V_TK2GZMFGd@vkJdCsPd{`*!JNPWD)&(9;%Q2#_LH?EG znvp2ir~MLmDgRNply+)RSZj1d)lqqj@S~WyglMg09(1(nn-kjB3+vRnl8J`$!fmx_ zB)^YPXdmZM;yVjtu)KUj7tS|b$=|!- zY>D%KZQO85b@CYTvBsT$WFOwgN#bII@yy~Nhg=u%pkS^zBIi+8_bBs)M0ky`H57eY zV~9{xr<3D_Z(5z@7OvUFAsiY!sA=7zVj!OQbA)}ZVFHD`HtdEox&xc1@U6k@czzYa z!A?E4z&LAS{ii!_5qqIySQDP|LnbuPtPhl3kY5FqZA?ziNAncE!Yj>wghKNWQF~4+ zzIF4E7IedZEQXk~!=-n;c6uI!J2rgivUt7It0~AR-{Um`auo8u1>?qnh5*Q?gHdXi zDeg0V{&m7M1@4~nvlf!KZZRIbC}NGX-`U<6c22*3KP@ln78^-nHPl`rRaS$fPa{no zFP3&XE9!(4_``1alPy$8T?u{0$cVk{%6#uRd>Zd(uI>GGT2`;jy9A zSgE8vW1jvEHSUGxg-g98)#rBAH{>k3N-bBVBgt~!B2I1Pz2GfhBF=wU<9v@u@rH}I zk;bZTl)a(d$e>QIqboop_RE`l$72LiixC}Lj2~CIHMyhiyAq@aYoiY9-~W!+i1O() zt<@7VVdrpKHoO$que073pUPQRUZp})&3J3Pf_w_84r3ko-W^TXP^wK6(Or_D{5~v| zC4T^#NJ)i*m{@sP5Np-wAQY0tgw;TJ&Mhs>JUR=Rd5m*iX(( zKUBvEULNh53XWb~Rg!76kdTv~ zXDXE#SXa`SqscBJ-ms&83R=JlGQLkm%gg3QF}6I}35~sBd+I!Oc2LIPpe*-Xcbd5I z>!~HL2obW8D5b^Cch;=w)7j2ibef9ZJx6c-k4ov}BzF^a%00sTYmJ)W+(WqTm$YMJU^PaY-mjqGjj zBhSK+pi+ghxDT51hVtiDZ5qJ8jeAdb!|pS39HKc4`-~X8N;G02W@M_7KD@5nCbZ1J ze|s08+f-1UtS`lrLJSz^Q;;ZAgndS!#;nqH0{8jTZ4b@y(~Vq2F3FUtrGy`*G(SY( zGa}BQ=JpGt`*v}88lRAQ(*6~Jf)v=ULy}&;QOzC$-{W=+ev1eb?B|F`v+w@jA4P}J zG@)bAXxRFbwmcUG?^>%fxv6@Iqjc_<=ZMMSA$x4_*+=4N5xb8>kHAL+Y;e1|NdFYD z!4I)cm^T@WI^ ze(%F3ZX`3O^+{eh6ykVeJLw7s>)iqMqW(JTYjeeyHK7nA8xk^|NLY7t_Td%C%(J)8 zYeXjFPZ8(WtDIl&Lm?zbcZk^#-DAXb-?j*TnJI!3B~=4P%*0(m0{q*0sjE9?{UED4 zd&~MRLPH_dfz%B;*)8F^bIh(gO)*vxW?ZX>e>OP=r!E{lrx$y)(>L;?v*}9^BK!O3 zoDr0Y_l>GRQxo^{E1=U7t+T1FZjg5hsVl8vSoODk+fldQ{34zny+3ADiIbDFWYTfc zp$7bD)3;PMW~F!^nV`db|1j2e5jVX_!9P`aJMu4BM^po~&r&Ly_=xb&h!Eu*up7TS z%70QZ?u1;nP+`S(Xi#S~(b)|324(WSo62~B=EFI6v7M!S2t zL1WA5@{glq)aIrKb&QfscFj08cHMc7NZ%FF8#jnj$w!2Judzp%Ml9@9(@!Q{mTbdq zs!g7*Zl4jKYgE1t8|J1>fBig0zNuGYfNRsXb={Tf;+}fatSu*;#MG4a%C)iaE8R<@ z>O$wOd30I0-e-haprG&5(g%z{%}qnC5!Up!sIOh~s7dwS$}CM(&b)f#=P4)qgNDd! zgcPrH#QC{KDhm5{;-b84kVA^eSyF#|&ZL35v%T&<$_#vA6&R8E95KvrsOyx#oK0(w z(Y79F?54CxbL6amCntf_r+bR<&j=kaG;j1ob#4*%8KG`$_7 z4i8HQ4OFY^gqJi#!0LpF3@y-i%lbr%5o`7;{Z*acq7)xX5kq?y;-@8esUvGf{%v_T z9Hk}CeeI5gOT{)9vH7!mwz20@;{=co9`*?1h!k!abOcyqrmkt`Xx>!;>Q(l0jHf&! z7cg!@kT9I6B$o2^l4@;J4fmS9fg}&~q-#o8XmfS<(uhDZmJjh052wv&J3ugs+Ci(o zb;)cV&c1K&5gTtl2CGipz_$n}D3PbtzttE!pLd?8TOej=M{PAS77NR5oFy&QYL5oV zV}yN0*!LP!gvlCKN*?C}4&^lai129kKxa5~6FxFQ&)$c5j> zI6u~KBMQ~zXF+;O52r))PX$d`iGepAw6i~jrv)C@1}_`ZV6L_U>pQ56879?P7xZ90 zhnr5#`4b20qz;62euQS%bA)|HxHMk6|E+T!#nXFZ9|@FNqqjNGrYD`Qka2dX@BOvS zO`}SJ=TER{+OK;b9}yPhg@%NTx&c3o1LUa}BSY~K;aRKi%07aDe~qw@2>V=v`+Vpf zqpV)vBk&m^co@nq0xXUnMuw&GHL1J{%9ZE)mndKsrO2&u-bt@72tbTsEsP=v_u0F} zsbSU>xZ@0hD!2SjNc=y=-1yS{+IrGg-D5ut*;6efLn@=&XN3Q21T%Gl(VO~X-PMhx zZHr}dh*nmm{iV#&XN{y*;Dk`61U zunN+}FU+^ok3UANCn*sBsxDTXfY*ox@cW2}Rt{QzYUwFVwU{W^+R`v%9g=H9ml|mf z-wcITH3kmF9$Z7on>04*C2S7jS!A#8=xA(0{)rlnm6JdsGhQQR&y?WRq34B-7kyf( z@h#-APj!Q&mcHYHn^K8S$l>!d!u~O0so-sDNhdj=s(V=0d`p#Q>^U+ICv&=E%wc4b z2%Zz3tzUTVl|_8(=VyfdLqz2t`s>48+_KO-W4$ItS*kbvpmJipQH*^qmOZwl@O7_e zuA{PVDXtlbVob`}j#6`(6iJ7KbS0f|pP2mSt!ofnt=q#lp-k}N`*V;R(*H5SBtpc1 z$+MpHgB;}hHabe@yup3P!j*IJv1uP0D?df=qOpAQv^=>=8nAF+3JvSzRhI<(Yrr}`$8c4>8;v;$At z=?@vKRiED(rnluVH@=Ycm8VJ3LS7!SZ;c(LQKti74{Sj%Zw{T#2D2W(Hjlb?4C{LP zEUlO{}BlxTV|`Br6_qPH(7i@BFAs^eqJg-*g17I&^=s9ow^u8%N(dSI-fY zf!cVca_iZ&_Q=C`g&N8NRJv9Fya>>wGe6Nc4y6$vXHRzqo*VpA&!BxFnh zG3zOjWNbTwP(C!*Xtzj*K zv*6~kOZYLZZ}Z;@L*mvL?K$-#eg1YgpcFwP8y}pULHd@_9M{hGzWFvX6h}qAXQA^u4aG+rCst=VvDQ`TQUk@M&3!59NplSZQtnU%h^k({A|P1M zJwj4mu94k?`{qM`of9HeaiW(XAsnTbj_W6zX)*am>fW$wr-TcM#mZ0pX62E;`g*{ zKb(oS4ZK{Z>K*t%9Lof6P{h!gh4#k+kUQ%qON8evntBF&2QjjoeKaqrUxu9j5Bn0Y zpYXDcRYLk7Vcxi9eGYL8e~Z}GFph8*-{)RV(14m7(w}XTNDP@)i^;Q|ti@JYHJ zFDHz%6I!flkJ4p{YwnLxt}Q+RR)QCVU?y02@;tA}jq%=dh@J8nVV@Dx8paVIegnF; zzNb!aXK)`h<0fZGK`}Nz;4(a!k#3WF>B7Q97W}sXF(?aGP6t#Ky>;Nt^9Hi+0g<{2 zgdwp31Hbh?4@ifkxGNi;Ka1D42A^Ybz-&(6*x95v4QNuch*<$r=$R2S)IhCib<b>)07e9(+yRIK&yTl>?{KPOF^rLjM8-XYLGo=70NPOynpLZ0<8 zS2yiTh3=@J8Fp8u$hI8w1n>S&KS;b~zh5%v2PCW8BkoeC^9lsB2@-x{oV3Y=#`nrI z?x}RQNLz-AEnE}@537k$-!Ek|Cco+B3tbjS{>!dIdj`l zYR1^F)zs?x4mBlq3{H6mHBndRJGD%( zxQ+spH!lv`Hma<8a;(;c+?eL^L)1h+#|33N1{@DH0ADZ)DqybQDL2G^| z>%X)ve!~}@f!7WN?luF?sYbMWo+IpI4RXx!ruw!{?Wigb8*ubqc-*vR>DtF0N+r!P zSaLeE(t+nHIvJ)vLMH7~bCi~vcfJSpPs>TMac8|)M@}7h=HV32Lgd#+M_5rS7$Q!Y zRz9rp{VKNOE#o{56>oo!0Bxyu78WLN)3hg*Gbe5nO;^M-g{M3+8S(1nSiU#+YgCL4 z7anC3iXiR=rh9;IAl8>!%-G+BL|;2_*<$ws?)LAi(9u2?(uUe7;H)&^rz#RV3m(>Alb1LBlo~@ujVASvUCb zPNO=3s;eK=u1TGmK26ASRsHAMe2#wGLA9E61Ztw`yepm0Abduo+38jzdtx^}Bk+HZ zFpc1elrU57E4i}qeWvBvf%in+_#c}*4??VQcps&Y>(=n6o1?*N1k7yfp06JcCcdJN z5%}LCOkTzFNp7ro_D#st(T~A(2N<0cFPc{CRG3f8TSti%WUy&N-ADx1o*N@*+N8{- z;0Lnij&xZ<8yigz=7$@HMoqnE_DRK6B(4*Q=72AYn<%Nz})2(g~ zex?5y0qx6$IrE(39WPLcUKP(}t!~yj!Le_BF z`#$GVRL^awU*Vi>S|(>e1sz>#i7Weud z+)JzLbfX1cB79WxrGs7X2K+e*Y418GZ142SYmHoHHZ4YSBS4QZjyO%o#4nCpuMwwx zukrVE7@gtnI~&zv!)3FdCpCln9R+*kR>#EKQ`M_y^mOujI%sV=HJLjcjaP7yCL}vL zjuADRVJz*X72it7H@z+5orK>>oAJeM3IUBUzrj}xWGTI{?*^zJA2DQ(loXNsMO7oC zr-WD3&EoO|S*AHCd-*gQk-R&TD_8@t&xp@8WSl}(WA%gRY&)K`I$tAB>E*mROg%>s zX9T-86vU_K9uKergd4kMZ5=e)4fT~aZ!o6{=RHCU47JbyTL=BfEw|6re-&eW^_p9c z&COW3#Rv6l;T3o_yLbPWH{}J=LHmk0zt=dwU*+i>OZA4Bc(;6gAv2ol{m?ILs`pcb zbkFCA^J5L}(c9Rgmm~-iQkMDZjR(B=`+-C~#Ep?}WXLqT`6Lpy_?}1k&Nrnz=qmza zRe)Pl1>wQ{7-9bq!8pgp&cD$=>}|{uUaF!ajvhgbCnRSTkW!#_?rew;y)S{n6j@oH9jQbZq^aFzeZ1vWTB=Yb4f1G`7j_f*)?EhTFSprQ24AuTOHeG3vjG$z@ z<_;d-U{14LnQ2?1g7NXQ-A$c60KhoE6Q>3ZF*+K%H0PU5apsOT(k+q*7tOx7=p3Mv}s{<$6DRI821(aUJ>(* zl^^7};u6MoYKn+GsW`#20-yY3d6E-zgmd=w5Z?GQi*C~dOve;K6=c=+WFSf?wV*8F z!s{}x<+Ew1eJHI{v|h&9VChsc7XKjGfpkY^=h~TG3UvfUrrgOP`f%L|9hH^#RI$fk zQ%w8;PXRT_xl|<}i*D^d(08EQikE97K(b*UTRY7+mWieN9H<@NSC9=a_fn+fO4pT+ zOC`tX(nvg2$UDZ*I{O80Cjrrxemt3fdms4UUyOs^8}jXN@eZS|@26g>Pl*?l7mP%V zyiry5X(rW;D}HLBpSw-BwbFV$Rv0l5@2+8t!EPMeoHOf5uP!Sc3R4olt=KD_P+c_M z1@pFYfz|FpGwb!} z{15dlc4e99c}~`3&(Qj1H(k3v=-%MdDUI`9-Fnw|^F0rnQiAcu_Vr(p_*a4?130 zTx+XeY~_&9S>2Oo;Hx8-O_vedIxSL%;@P1v`zP1JB6aR70)KqG##&)|4c=}>QwpD# z@*ugizUR`$NPL?X4th?T=Bymru9N3xH=Xn9uOEuoI&CZL{TlXCVQ-(KQtb&Jo6Uu< z9eqPb=PcTbfqQta|l>XaYBicCK(uliyT;$qaXY#s0(Rkcu=< zS+Vi-0HQ!$zjZ3HHkOmP_Uq8jz-o?+iN5xC-$8ykxm6r3D;{s}{&#*0oz45d);QKg zbK!j!10bJ{y9!it%iT4~J?N%FrcKTscfmd9%;`0^Iu%1Pu=H`uG0I%8mLf8F(!}^* z84+H3kB15uIHOKDmG9x1ZreBlp*Fth#$(FUryA|Ac-Iw(KTJBbr{bb{FjME4x<(Uy zb`s}_7raTRo2Tf>YPqez&Q~&+vThIlV{YWMh;*RpNdo0-U2i{{dqc8Zu}RzWWK`ul zb@w(<(&pW>&I|6bxScFM@C$e2RF7^=?x7RTHvPEL(|P)K9yeS`-{Bu9Z)`|c%V$%h z<5GF3wz-El*Eg9*mCL)~y@F53gHaZ%tTb{0UwAp5d0Hzk*o##mBAD$&9M#Lr?>mUO+KAFv%P$qFcr`Gxyj|xY4v?YWMSP^h}CbKXigQDlXI=$ z{ON}hevWe97tag;dv8ikm95p%Rk`G(uoHinBUVV#y{;KDlfhE#bm?Kp^DolVd(Qh& zzY41tno|kHu|8Iq!FjKaV#!}Czh-h3UrPRGG>25U_y^rolqq=clP`kl)W75jcx)4c zH~wRdtxs-A&6iewkNLSe`v>!F05Nd&SD*R@yi~ZuUMlSE8k}QAdC^#QAaV3-E>=#r ze{^KCbZf^3=dWCIyZn?orj)1XR4p#*T95C7w+g&gsJCrXPll(P!}k7`4p`H@iUU=h z#M!UU8&3D_9I?$8i!Ir^TY*-5=cc@B`?jZ}0Sz`j0+EsGO~-fSOq?^gC%n+L#DN8S zSLfHC+N-cActxG#3ZoZ1*#rM*t0kk7ynZwnnzJc&3UeHT-hDVBinp4gp374%c%Is7 zlhnV1Clcfq-8q|=O!X!yFG502d&tl8VADHz}%-0a1gG$gW-VbG5Y{nsWwr zNt6nc3hdH;3A?&ilufoi($(u&+>yb)l8+S-kGqy{D&6?#zN4(eanC;JrzsD(a~#bd zW~ZH1&mCS1i_dSu?SU|MGv#h^^z&5e9J1fiUrKe{v79V2+sAht)_kMfK5nlSuh)p5 z?x+18uJg)W7wm~RUlY7zQTSV}FflYob6BpK*5(>VyN26Kg}q!u1ZB#1px?vyof2ra zwsiFK8rS>cZxwj0PJIMn(_IkJ|knWM~Y?9cH|+R z!=NYVvBLSI?<&eOqkGzCr<4)7-Q%BesY2lo2$!XhiJBFHoQ?>|!)BF==vwh`Z+pX; zd*!uG46_v2z!U_K4Z*GBLLyrT++Mac!mwRtXf^X|_M*6R(l z&Mo%LT*`^2Y5|LlZMNhBIv9s}sqohd!Gharc`ox?os59JT~gFczURJleY!e?(=)x5 zW?g@a)Zg-e?iBuqXhp~5F{_tJco2DEO0FF&D9>{&^EtP4jAafhC&Qi8p*UK4`a#SL zrq1ziTHeP+;kvJo2(WmO!DFD;rDuwtz| z*N^o6R$SY}Ie*PtBOXd+8}IVwE8FMykNJjELr#k~72NTk(gmLz_TaukZ6o&;_VQQw z&)j^D*K3^i`bl5EOYm`H8jPY_;iPfR`h-nfch(*?l#`LPfGh02h4+gHg_%( zR!B8c5puNs)|GFG)+f)*Sjv$wEN3z2Tpm8oNr#en&|8Hotg@|mxkke4qbIW@8%or* z!<$DHG5-6E&kf9$d#r$oKt?oY`0j+vAL}VIwPzAwHRLj}iKtWHPEi)~w+P0q06ie{YeTgEP_Mi|+w%twj^^s$`hBKd3ce9Xa!<|gPfR+{D*;@no) z>owHA!4_QiLoB3;btn2Yh~;{dUr8wKe2jlO+LPHWfzg|4tcI*o zUTeyab|^XFeXgjd5HcAN4`zR@0JE(Nr*m>|@WorsC{ri)+p&LwjME6P(G~PAr}=A7 zXRuqQJu1-v_3IE{TN!r&vdQEuT~>{T^LG`SYZzC|!{Kprp6h)fKc_A}MqcSntOr7* zrw5kfE$<}KkT~jl!-PyMN4Y&ym1cr`E5Rx4P5jI! zIX|fnbUsXJ@P6hGz2cV6HdhUUP3KAKu7#Z*zZg>J*&U}7hk31l+gpXbUt`O1)r#k9 zeDh78D@uiRQ<3zb`6#W<9I*(9o-p_yZp-R$$clTRJ#n1w2pX|W<_BG~^t=*K_bb1L zUyfo5oLPT1%wVpC(ES#|>TG@&A!V)vA(_zR!sp68=Tx^q@t4HDeFmme7U#xc$a5|1 zZd%3GN7b&rDJMt`HPTc-fP^sC4*|tJ$!1m)m0SC zxV!nbGo^}`{>57#;xE;G;K98Va_%RXk~#P51A=`fJ@y8vDe`g5J+_V*$XR3NXDh}A zo~#llV3UCJ8DAVT_`(;|Pgy<4MJ*lR@!7tA+%l;X+OX7lNnvw7#3YQS1Rt&qux zZ?tdukNLi={W`*TlpS<^pN%dHzpaj3o+~b}`19xUL3d91$xXw1l7^R2h4@foi1wb6 z;ozxV$A+bLArtV&isrYqe{a`WlI+>?i}^rPgaCm_=h`MrS%eaFn=%707rde}xt)&* z5B=UwEC*^sBQDL@Fhm+^9sZWpe(XInpp#|kVdfg-Gz8`zhWwP)NdWCptP}TTg&{mS zOafY#P5olX6tg9-0N!%Wo+^%oTRf>}IiC~nFcyrl0uzhwL?(DYb06w6J}VZ|(46=9 zchCG=!K9}nm)ErV-135RN(?e0(Nh8a>L|EZywj2WN3Srhfbrfinx8bB7(`rAX}{%( zFn{KS?Q->&GiBEezWYsW%T(dK6O;K1a|17LXwoJKOa3S;uOgLz?u8(CNMOk{IG3_fchkPb@k6JQyo+=(RBbSTSlYTCIt|EKE zw4;wh-ZRtf%*2cOO&9E9?xsk*3z}z9djl5!nA5cB+t=HvI+rgspmYD_^Jb zgKdxDu0m@z6)5d}%SpU$j$kP4E19;KExTpq8Cc71*;m+0g}q+GUO$JnblZya{c~u| z_8RBwcX_|Y%O`cgHbzr{&*af5D0G?Mipy#uSNzU7caEW5LH90oT9Y^4>E&sk{Pm8Y zt?7frxjKqP;Npufm=aeQJ>L6#Aac*vlnBqvX)=!6;g+@H-c+=uk5>Me@>Dm@=Z5mj zxna7cUN=`5GBNu{8&=Mvf+gRQz8Md?ea23Edn-?SdtXj_dn?b^_2V=;6)Y~R%!R|w zpC1<#?f2=n>EYJAOb)15rzg_u9WSh`z?n$DK}VxEZeUbX=lAx2=5cxu^rif1jpHSIaYyxL>9$p^B3kAmCQzz7|zTtUoy!H zwJtsKmjOea0r7GDwZh!i4610A7B@c1dv!r2m#LSqu_1B5Jy{{VZm=*Rt!P7upK1>? z((xcLSa0hGBk*((|3y*Hou?a+3mF zIp@w5&^bZ-+Ce6 z){{s)pX6Z6vBKY(Wn!yq6R!>l^9;qt^QcKY1GFqX#OYOqN$8w!aF&fPzsF?Vz<19_ zpmV{-?u@%1Qj><~@UfkEhwI9nmq~DGA5KY4m-JqNK6^!;=kg$Grs-j*#9+k9NmHE#HwdhO1)TCw}Ktzz?wNyYYztk-abS(@(TdOr4VB~`#)Dhw~zaD|L`?qPIa z(qp&Q!hLSFveZsGztm4~G*1M3(F9~(67@!-;U5;+K9%{{a;&C4yL!*2Ycz6^Sf?vq z7(G47q9+Vnyqb!3wo7_LkrGsK7^}${y!6?N)6twIg)7gdV=K1HvL**8k94!RegWMH zi_yK!ZK|_aJV0aZgWPDs`%ppd9yckOgh}7!XqIyDZcVP{(#3g_6f*W&;W7nXE3}p9 zoEoTa@xxzPDvT>!ob>h;2EJ2*_W1Pr4Gx;SZzsIlY>r`#nc+8YgR#$dXNS#)|Ld#Z zIp#sr-%c0a?Fr|{$cX|ud{u@BA-xWJsnDsoD9V1@3D(Wml;$1JTu`2bLa0sm|9^fsvb*2P<6GWD8vq5-{|}cJZ9O(r8t8pz1!a zd)w#8#MwmnkStEmb5gWl_n;FPD+^bF3)-)wDb$ z!roU99&~pN7o=a^Z=Ibd*W|!Rs-foMt^%O3`C*$hXjBNTyit`*JH7Uf#r2JHXkd>O z1Z*k(0XmzeRR4xY54dj=rPG5*4MF!6_I3?>`z!YLIog)3UKNd_fY z;@@biRQY}pS3#INsPpZ-?Y5}%J$SGwJi(4LVTCAmUXDX_jp)9CM+85(c&gl1cy=gm zD?r zovy@pQI0^(J-*n*n(gC_chP*ld4;J~s%H&Ul45Cz!TU>LD3z$xael16aNX@B9Aw@r za@E%JK4{9bxCBI6c=SziZy~buDp?C6VJ)LECT-PRyqSwYMbu1nIeCNE})rTb07HcB4#6vNIdV`dW ztveyCISsh**vMno8TsF@4vFe=9?nSm4rspk zsoZG33g08dKN*}=USq7)s3pjm~dqCZ*C_J z^$wG4j)T-KbTqwni)L!veFi4_WTd+_ddD0`Lfestv!1ho#I@bGvqr8kyi|O9#OG^Z zb>Bbe1xh_~5WzL$kdmDqD!hdqHNQ{zXIi@~jht7@?HhG*N%0Yj2p2q=oWM&PIamigpF$ptICCYv z(z32Ys5r+Ra>o@Hl~Z29R?U&^+BHuh03;T`LTq3OLWR=Jo6%ktyBAS$cOB z)xIC)Oe)T`G$lT}XGZ;%eww$`SRv0*)|d$5p-L~R@K9z3=352+RN*}t?&vd|x>uq* zvCI}^My5K(UO558WAo0+$`yv}3F-N$yd)Sq7PKjkwb|M>t5vhF4~Q@Rccul=zpVVA znDN2ZU0u(nn0wAxa4FA|)>DP&Xw7YP(?VcuPZjE-sVA*Sr`-7#k7%cA)mFY#Fc3jg zV)YF?vcuPR?!MxB_xrg4NH2LP>9zD_X%6e9f zw>!-Wj_$~n-6ypB>$P)_g0)j)jVx#XvGI2C>p4X! zs19`(+f47DDo*A(KBw&7R=iz9lZ>`%W2VvD!b8b-f61RqfJ9uq&{=Ax*oAtSMLXuI zif^o&IX8{c(b9jisiO&RbHSTWA$SJd5E3l2Bv;hQk-2a2eXrB|cEDF{ROzHWy`XDJ()rxA1BrK7BCJ2PO{u=2tuUUh#Fbtu*8mpg zpR4xGICDDQTS+sqIz`uA5zhDZ|2~Y;^f_|&biT{5HIKf#rfl}VEVD)=8d9$ z3_Rg&XR&a>+hxU12h5j>8}z)GT{YKfyicUlk$az=3`R)!wH&tMLFa3Q#zt-{lqy+s zF?QeIBAY(X0!WwUp`z)1jyegW5*MIe=3QxxFhBuxpwLAy$xuFu+;aEAW z^nEB1MYD~a6WHgf?Is*F&|KXsEvrr6kPI{AI04%{3xBRa$@5no-=ffUXODju-@u@l zwaIF5N0U5ySK$>O#<^bg&aqSY;!cS2A!&-TV}4X9FBr@(tka1w-Mkn8iK4KZ=bfK{ z6QYPkD+*@pif`aBR!|jWFCNU%U1avHI>rv*hW|lxF;JpXd2|aNRJvF2ZqOzp5H*LM z*5XGjq?hmhL93zgF4P^FCq;O!07V8j6mBvzVEbw0MLZ-Qqn2tvb6LL`cG+DhLXtQ0 z(INFrohN8fA$9FC7jtiHTj~qbW&~r;rj$?Cxq+y+VRZ)zk2~214`E~?5wwKieBt8D ztWm!$Hj|ON3f_^u?Ui48Y0EX|S)(&M{aR45WKKJCHjia`PfS@bn`fPjRDy&pIvl68 za9ddwGxy#<@$wDz4IFL$f@Ow7nQfA*fJ07NZf$;RtXZwZEw2$@p9FYkg>zzXJ?r8! zvMOZqbNEX|Q5sh-lkdvUp2O$}YvZr~KFOy#>cE@tsLXICyhBdlW{Vd=YToJ3p8ptB zKr!yNzp16m>UC3>{1?h5O)z9pKCZjiy6;aFI5C0IS$iPAPwusglm&9)Y$(3u-qTnd z|Jq1=qLPmldcxUX;|~?!FsxeF8JDW_ep3s&v5IrJp5{T5Rmw)+;p=hBuF2}pmZb&` zm0c2Ia#9ps%en4A%?ldJQFO{jo*0|&@{z%Z`F)}ikOqehbDVl)}77sO3+;SRCl5&nH`tvnJH&Pp=}v=@>jImnq2%~%%~S*zN@!x zT44y}tXt~}%+l~y_X++hu5i#8s}?;9)d)F`#pV9ZlnvRMm>k|SW&oC z_b@~G!tq9^>Ns4Pv3yEuOvv=<1+7c$ep@M3**`eX_-GxYt*%^&rNZ!5K`IN|M}Ded}# zlL!4AcNNaAJl&^e@}*$U71xscd<}d5D=!s7WIJ5&b!KBfRbW$LuNCdDSSV8(_L=Vc zh*U7@r4HKJ+u7sT%sj7UbLW+HwRK=m1XJvD9xWoB^4K8Gm9kr}KeH-;WgR=|tiI!a z+*gz*;B7^g+*b&&?}{0m!VkLIo$gb^j!VAy!D`~?x7#|mjEHmhIf#Kx*oAMV)x@-4 zeDO`RqNwu-I?lhiH`tRiY41;0XVRyNebV3}vjXLR zBwFlt>rRL`zig1rBJC*;Rvi52Pm~@2lhgjw`j0ukov5cT>{5D?ix=#w2uY01U0DRh z0I+h4p40oS!ry}n*WP_JG%!96DIY=WE0scQoW1hQ>3HB!Nh_$&-cm3e$>f(m$4+Fqq{=5PU<>JT;nx zjcb0C2QDSF=YQ6|OuTbPM_9{a*9oO{@wYTa;OR~78JI4)qN~cL7^>)b(e!&L|Th>>ipTt$SmIQv$ zt4pVp3J5~2b$TChfTT6=46|wG@nM39^*%ZAWGqfc#jykN9I=_g{APdKQJ-nqbIWTI}4`P@1AVQEnJ_3(JJn z3n&MfG*N}^+#3B8H|V}X*-$;FdFEoECc@PwlLB!KL%8@UZUu zL~oSr<4-vOi$cZ&Wr^g{}++ZcPOmj0y%bPpA8*Wj0VEoZS|mJy)d07#HVcRYo_?~C6;8I`8W}H2`2Jf)aoy^y5x?&F7PR(yIdNh9FZ3U%My8fnKYzFu~ z$>=NJ`?#(SjP>!XpdJ}CMDa9rN|Oq}YHxU~i1W*jo|1M>6v9FKDYyLCfixo|`wy#p z^@oaZx;(l!Lm@TJ@57Sj>esolpe@ZS=*&>{AS#BcvMmpqH#o6f@K&)sMOU7u6REc| zGN&V#OP;IpVH~997-PpSbEFpvzQLRYxelPo#5m*AtTG&JeAJ zX(CEZTUl2C(!IV__-h4^@W$rU$V>$I*mKWm?0G!wQTG*M{B(1Tzf^FLruc0+%$j${ zPdh~;Q71FuInu3d?k^j?SaXp1`!%E@Tj=je^4KL?hv9`}EHlH*Igbyd;0|PN@1%DS z(v%4NvAPw2CnLz|VLW4^zOGg3wxVw5E`thN%&~-x5CsISr-RpICqIK@mygU=N6mA` z`JH>Jz^1}pE7~Y*8FDYh=pLDA@Ox)GqDp;Aq{xC^iqD%~B5BB^h94+B8m0YFaomufs z6HxuwV?~b6H2p`>4Wx(aXbyHx%9Qn4=Pt+72z#4xn9-hh6^6fDO#q%}PX<+?5h(W|k;S`dGtCw#k5+>fqG?5Tb zYERcU-?$`}4rku!&?M@<@4g`4;^*kJXA^DjCTHZiV)Ae9E8N{~Jlqp8x=)29cGz|H zaG;&EG=Xg0E3>DY3n94%O>!IanMx{J}oyEH*J-eFsgz(n|vyI9kV(9LBe z@4mucD@2MxsAT9o!BZS%AO?;LYG`@)5RF993ecX9^XmH8rf8k4dL#C2X0IsMgsvBp z1k_x(de$>y&+bgfvi2!W^Vs?Jz~yA2yo+2vY>O$4TDIHVV|2Zk@En_GdGZ`Xs@rDs z!G&?i#6^FNMR=b43$V zS{;_rlAV?*F;|$sRp7NEPmNdWzv+|bgZfb6df?yAku!DY#v2>H>6Eeq@nrlrr;?*K zlutWn;-9{gFxAk=zJC(#uq0cTtN_?^@oPCf?UB!)T-x)s!v0WE(**Qv!9XRSDvS;N z+R4*7kFO^?mAg$MieoNBEe{99c3D<_kaI09F@(a!aEDWws9&G6lVX=HJ`)x1(sQiH zAI2N@*><3#cmw1ur)PCkUXqEatUAUz_)IvgDTTwSWG<(Nu}Ux3&hTKqQ|a;9!_x$` z>k0i+hw^q-FXzedb8OBFMu|#DGF(S{>YZCuN2xMU?HePCBgd)edgPYeQ|@z575?8U ztXIrL18bAS#0-iv0pg+L9VYI%a(j}i$2s15(h8|rbir}f+-tm(?;u<_2%=cdPfOzX zb+RB^1!!)9V`1DaJOiEJHTV6QTr5M4Z3SK{%t|SYE$_l<60kg{%7Yyp`>edieEFfX zBvwyy*g!qWK2>_W0tr%++(0l32|Hyh^_DKv74P0ZOU5Cpx2$!&=kXC|0@WK)PY0MV z?qtT7eNZ|t#8%N$cD-@&7p-Vh#XnTwKUA1hSOoV#Jk;Z0f(teqE1HeT9KU+ zF;$p1ZWLrSy!$A&`ThcP+x0%89tB%6w%mkN8Xu-9ua=|(iXQ)Kv? zQRdu@@A$a>RuMnHo-7i&aDQ+D57&hFvd7LBKRYE3J!mM4mrveg-FWLyowLCjzc96c zQ**XqLAwdRu(6NXVaRKD#+vv^48(@P9;8}?aX46e3g;wXpILwX^K@_U;M4iq)5SCP zSP`t*$7`$=jkQoCjLb;O4sPdTcwayW=-!441#FQ!JXpo)orQEPsnlV{*syWY6;%HbngHQ{s1ueK_UXIyQlo72 zh1Un;w7s6UW})M=$crWuRe-u^%2})s0e`E&YXv)|xTbbRK4Al;88O0@m!vlE z+X^QilChcJdZ~O}=lh|v06#&{>3wqH@=i1#cr)qOA1gp{NzEO|(UW_AcFxy{Irf>B z*HgGn{)%}6id)PTN2@TrRQSpvISB1*di9m*cCv=I954@=-cNJ47?m~$Di4L-E_FDV zkfkP4y$4Td(qF2jQ>N2mO#4RXeUdH-o5|{^d8OTO6}+YzLf3EehDs6Xv!v|kVUl;! zevi2fHLpFMHw533OcLefiCmLCc7e@#|MKVGu2M8eEY{7Ts}#L+o?$lXvCG`i$a-E~ zBj>7J!-VrTukp0!in4AvpA#J)D%h~^&e88YU;j!m?nGmS>AO*^U-ylw)f4&d4l>n! zia=&_o;yWlv#-$Ibmd9U`JCqvW{2~;y;i(k!-I_1W}aR%i|WQ(Hfi}e$|RLkz9)ZD zw0dG$(S^ zyNl}So+>7kH!&r3OG>A-^vFa%zle*Kv94f@yrYad-B(ngC%={PkHm9SFE#4jWm4xF#4#mA^9Hs)o8%>aKuh#8b*q5;~ zYQ}qoUHYhv``lSB&Aq#TixqVHY%rpOhv*QR-;XZ&$b z+RS`0+ok_pFJtNF=3HHs!r^XOD4d*;SAAvAD~MHUTHCD%+9aliC-tf*V;9Zqa~w-7ZhWs5HAlXwNKm|SX@y_t^Xwt4ihzKa^Q~Uc`F%gd80VPznF0FQXGBJj54ibjU6Yb1uPE{PCY#jYaHN6PyguDvBXUptmwiqP8i)+L=+czq# z$a+S5U&>!Q^Bazp4VAgGpytcFL%SvC8!KZ*Qbg!fd^T?v#Q6mc3qF`XhVuODxI^i0 zYl|IAhAz2AT2F}}R(Sc3dFRuCSQT@>I5&(LFJw=!V6WBT9@j2Rsb2kKaezSXgo~>= zr9@beo!0DY1Xp32=&kyfJTn9@r{Dg9cu;A9S`J2DJg7c01LlSteXQ-T1Sn+hYptu~>V zo#WLW-}nfK8hwKWTTgMv%Gh=0IUWuBj2GUUPD>NFl1)jzg1d?>)_2fYE7HR@DTwnY zQ729uOadsV)wF*Kq3b?*MiX9o3RUZcTygKzq-V|Nnwy1i z1Fax5^>Q_y;rLWf?h$8Tb8j=90m33^XLai6@mi5`kNXO|T*F^0$T{xz8r(`rdO9O2; z=lQEIIW*}9(~|Ob6?>1}QHM|QqesWb(Dfc`p14a|)@_BoUBh1gNvft}UdrK}4--y{oBWr}J4Z?1lB__)(wmC&{TgAs))EY3 zLGX{;e%0oV-d`&GwZd-G)F$k5yPM8Ki*pXmqL8_McsiRdDOH(r7ie)~|AZ|}bJS5k zSR_J%js{Ntn4$bFeen;fNzvSZ_Ro58txJ8)sx<28w|^D%fA+g=KFitfJFY5!Z9e$5;Er9!R|fAFUxMybQ$ zvpRbAb?cKIy-y}hvv&>6QO6`=>+?K&4AL|kOCxV8{JCO|SX<7>5cZE%UICi>?Zy9S zmKb|C&vm9X3aZTSa&%0oG~S9YpW=n&$Y}t z&L*b4dLncz=i>8U3zjA;9Cgbx%XjOeSUhPGN9GEn?7=HX!kCj6PdGjo<-j|mN=^mt zFBR@(G;vd5f4IhT1?hy_$s*ESq_M0C?`SKGuk)9=zPYo8S90&YR)={?I`;S&aY*hf zVwD=r#XH%7u}aM>1$Fnh=Gi;BUH*kJ5K5RZT$;jzU50{ zsx{<+qWIA}_~eZzGj!*NVtI;IhU!tR53T%~)r#VL?>Kq7&lN+Y zu^9Q@)_A*36QEeIa7glDPdCp^g7UQ%M2cBY>`Q*K-#=rNUi!dO!d&@5M!iE+&kK{< z!Ri(iqnl?Z%iG|^QyTNV+W2cjj%yve@S4q!or)7ij!V0h-^y*xOK{u0I*X0{T;YY~ zV23*8VO~5$@+1)b`g4W7U*oxg?_6_{0J}(Fn_$@0Ee-7n4%G*_!!eVZhVSGNfi~l_ zx-V`Ug@3*RpNLXc9OhaH@+q7TlQ(yD!aieJL&vsuxRfYU-1(IBRI$5;={0E8#&Uj9 z3`G%mP+A3oE7>z+J)FUArjg$Tg4v}#=iMd4&J(8YD;-P|*rD^N=%jgtksM8gTN2hC zIr#vnyn^&2-1JiE_;_Douh(DzamPI`1Bi~&UQZtc-MFc+*K6df;!UA@&BU26)w#uy zLR5$VtBuD{cT?)=nsa{Qr==r;VJ24`v%;T7&bxy=DwKyUw=R zNt``!+1;DBcW!P6M89Ao+bBP)3i%+m6XbO0dZ+25aPKZ&qZL-7g zT5%Bx#>!8gZUrt*i)bu)cXH9}j((omlYGoRpg5fqDmj{lrkDuwa(K^Kg(|1DKaGAM z6CQ-)d{{&AF;9&hsX^wPu^mohsm)!?UMlS68l0EJ>)7_Bb*j55&G)^G0><$#-D@w=(W32juU{uzd+az9#-1v- z6?Z#ODRhh5F51YU$>;U$4|&F@lLqn!*nAg%t04W0uevoOM~q{2y`R_xGKvnSy+ch` zAm^fbqp)>uIhy;eX-3FR#rb}X8YNe zeORZCFIN8ZCaHJ&CxZo28@>9Z4?a{(aPjdP_WoC1D$>KOzc1-*oJ;OQg}qhSU8c@O z)=D3eVb-QzHJ^(<*;X|N7B-Zg8_LzoS61gRQrJz1b9AiF(_4S%l$P0(wz%IO9W$Vr z#ZSX=bG;O|#@h+^VB!)2DzmITF zwTGtL&UcQE$+vDv$>lm0KNK`A@#;h3oev{jpXWQb<`RnzXQu*J&o0#X-i4Qw=lvRt zHN9z_vz?&7t=FE{wvP=98XwB9zpJRh`|UM6f8d)6C%%IysE9@IR^duL*jC^_R2Wyd zbSS$D>?Vm64i&iewjZ;=Pb-!f%RUFnNbQaoki3(^O!QetCVx3PtCQ3A;)NaS{8o14 zmkRq2*ANb?c)0s|egSDTbz;SS7vYD}=ePOZBBjF3vA*~)sgIEy3Bkr4+nL2>KY|Yp z%}SvgS!ow?1F5t-{IM)^2=hLEDRT(oTF_$D!TDQ7jTotLVS_)My5)LY+!-ulrbS4vQ}f zCWpjtJgN{mBbIsMI(vnA=kqsL;%h(@`Gjf6HFop436QKA%jE|v+(2vRhOZ;Jy;PX7 zhT9Z@2e~!&-1{+m3!o)k-Brwci^i8qt|Yk=>hCcV9m`Ft&ys>;REn}wCwQ^v=GkMO z_{dvMeK#H}?Clz5&ZR1>^6X-*Ip=$n-^D%`aMXGJ6B_%DD7x}sfk5{pAIODq_ancl zriN;Gi{ORPOLsic~gqYrIdnr>&%~5Z5CSC-}qG@WJURo*4Z70Nz`FEZT#m|cK zx#Il8HO{w+^X(caVAwj>>C#w%lsK}#IOC_jIM)(GBxX2=-MS-_-8DJ z4(p3KkZg^dkX!fG*r!?Nw^weHh?>{6@KmoXaZD*KaZ)nP?xwSm4W{=teyER$4b34Z z9CGt~uE2XmG*eB1Nvrm21^!ZDj}_S{^=YJ4-r5BC`$}iD(&c2tH|Qvux@ADQqccm7 zdYr@cor4RO(|1#7;%9dho*b9&I~Q6WSI!l4t!ws1vqpgYrJRo&s-bbwHKH*9+?Lb~ z;^UTUQ+1AGVhbJraL)Dt|E7dWvOrgJt0@Q1-YV?*8Zty@*Cr=+`rGH&rrICbEJdG; z#&tTXWx4lcs?-dn+HWhWFJw;@uYTQ&C*7Tn%6%W10HQl#GR#1nyz_2W&^Z$$cd5vn zeyphMxIV9(^A~Kp;G?FPAGIGFaw>31Q2yEFu1wYq${4@DbI$XI%VBw!U0Z#j+_`c- z`}iL#Vi6h}wXvB7X?Ca9mdtX}Cp~i~blV~m%pSyR1@VLKD*WXd{#ua&nEPw+Clz07 zVj>jdLs`%{E1>*JVGe_NThRpo5kc<0k3PY>R_#m?X&T31ReISXZ5<&5aB9@BeQG|+`(6xne>P8a_|l#Awe4m1*^O@`Ux$0pNAW@PdT zQ%K&8^R<&B7jHs+2Rh4p@N(7Y?xxv~p>gpK$_KjI;jMSaOsI?JbY1D@SJpJ><^bUn zKTTJx4QCUie;L;J$wsFFjxp;#MyEZW3VumFlzFf)Av0A)nM*Pyj?)_WH{w}ixxT$r zK(~u+1^z>Y%z+?jH_tqJ`o&6Pb)FwLY#r+{Pp?iHGSFE;V$%AX9^zcXf zACT+)#(BYMwbYY^X4&{_1sf@tAQwIyK51i2ZTNTTWD*!cV?s4yS&Xj9*I&s^aaIogTKwYe$nzPvj!?(!h z#HCQ*MSAUk1_4n}`J!Dx^4Du{re0Z=suJEm`}F>l(~0jBFQ|JLo`Gxf2K3ZO`fQ{o zK%YXH1PETbuw9(h9N4506sFWF+N3D;K7b#TH1eCH0G0>+*Vto^z-ZMFD0IZM8gf$1`jUunTqoi$tT4Qsrj7gEIL{R%zJe4wvwmIQ$U^I)fBMV z&bIsFE=dBqIz$QpzboESRKHx_sE8aZbPY|MfqY5nP7NvZ>24}uxoY2E1H@5vV#z0G z(|w=XbwNrH#}w zDnNO6e)+{BpDP0RJ|?GDCjscngPxWZ-pA8g-*;$nTj}J@cIHVV^R(3WOPM=I`^7;0 zIyhqaUd3sf1oq62if+GUm8AbzCDrUbGGFd~%y7<^it`WGc&kv$VP(2WzK5!>=?5VN z)lxdBevpNyKeJF2d5~Hf6UeG}oL}1J#X7Iwdp9^9jOxh5d(X z@DSn?HZU7UjOq))+vl1@g2bh|PcI>8?gSHbl(u0?g!b^AW7P7d0!sy3FJ$JyR19I0 zvMZS5u}iu#&}sfyyeY|-cJ$vgF$31|?JIm!VXqbauiU2Yc-$=FKy6<1)0o)}_ z4bRiOR~~Rbd!$DMqKCPu&{F}u4W90VGHn{|gafcUGJn!B++eoMqD9eOe5rhbn$A<^ zmHt|R^4w8ga5)UkYxv!qFr(6zjF9+E@0^V<6YlK#^t^wFwn^D6%&2m5qA**MuA+CQ zj50n09nsg)ec7E(oc4ydikEBbo)4m*-aSEFAujLRiY+r#|BAhR4ix9RSIpfMW&3qg zk;jI|Yb+JAXZs(1F+E7CpL8+1Ts2k)vwzYhV5n}*O}rS($64>Kqa(d&Y}-1WJXg?p z|LiHuarTh@Q+;}!^OBT>l(GR&?BZuh4CZ`~b+&db``2$;Jo=taX;uh{`;F^tu^D>C zP=eA+8o^CPxWBY%q}NHDoqTmdgF>CYyE?pih#0JZSy?mnuIn>qVAJ* z1surcJ3l3fF81b+Te^bd>MoAnT~K0&PLkT(?>jy@6 zUe!sdlgUmMSGRxnuSWH;qS(i`*8uG8uh2xZdovJ6u}!^-pgiYtb}rHRoW`8t=|+LG2; zsR%R}kvA%!XjS^{E5K{vs2r9z+F1veUn^E#cci$)38Yoqz zWwudj`EJS+>|;i*j)o}4aGrU6+B_SpfyY6%1H14-Sg^wx>ep6H~UMc|>G5N8J~h zjEs2H)us8lVotq|CD$C~p*n3e@>vIAuy(n5%ITzHX6D=QR54$Sr-~U=@KkZWU*l^v z{anFk9?=wiJ$D}8?C(sx*02lYl9U-@sG|Rs;nZ9DTZO+?V8iY>%KcYRg@x(%Rj06W z`lg~>@7H$@Rth^bcc4&W%)Sum?$P?fnUAbMp3Y6-rF>Mq$H59JtIW3F-=jOD7f#o3 zenJE}_g<4GSlcw6D0&t}vR!6xaV(5Xq-v49Dh@prVBR_GU8}zhWkcXgJ4?c(55;`z zlgvJ>RI{(B6f-o2s@HdUt9ZSJy;NY!xiVo8CCjy+PJ$`R?)$F#>~xTs4$F;inG68Z zn_A=c4axmoGL+jNeJXR?EW`_I?d}sj#=tA&%3odxM8d zqTi$-zND$m9XQWXopDDKsX`SPwT|BuPR0=CBX2&eZx#6eSD03$Flot5 z38gT>h0S>~wbkJi1o+#%7556{TiGQVsg*U^m*xjJ7#j+KsG*r#wMDd7~(*g-acROA+pr@7!|ssJ<`+ z5W{=cv!&CbZ>PkFB(!`lhB6UMIW1VKUTgxLbtTT4^7503Md*0_ob?WI1KmJc!7;CP??8j!J zS|r|L;6aoC5)a{R1v3$_X2o02SXS0=>VUUuFa&@~$OQS~i}!K)XPW5M(<39-)5+*& z6mDU5wXFE-aq;SMeuRIjb9FcoV%pghmHrdRgs&?ywbS+dhy}zxf-_%zoWIK6! zd1i#BQ!@S5DNi^J0A@GIlGi9%S@O1eFnc0sf(QhEmvS^8D|Xi~y++b<;5S?akdc7N zlm{}ih%-v|V<7wkh31X@1dqG8g}16!i@C4ZF1Y)2|?NO(+E&J!~8t0!X-u_CY{yCwe6_@o@=&mb& zMT33s{zn8=z_wk2{v|O^SOHpKkV(BeWvqmhZ0y>Fn9G~dsr^B*4?OO|D#za47wrI`}nbWD? z*PYOEj*LvnJghMyY0|N2fLCy(%qRNrKvm2b*fCAX3!3uiO(*_w+u6cGkQIRIxFaC;8O*#J6R0o7R&g4oYLb4dVZJs zmpORX^S1gJO;RRz^wk-p0|dm8ixJjQ77%%A9MU@!=J-9E!uEMM<`cQPku?!MK&kseu?O8W|XyN12}6?^*}R;l*BOf++~e5t@+ zD(wG%4d!20{;f6U9|$du$R=BT;0x{PJ%76LG{(Phi_dg9lg%Wx#DzUIoPTkBTbx?e z*JRT~pn_bJIk6e>&1zxf+^ebQt57 zv)vlYslY8g%R%Xb3xB;lsav7}&64;{SRJR`?lp<1RjQ^SwUUGCq)R% zR5^}%+GT%ftJF2?{De?jy|GF7+HK*fm=7hJNX6 z{)XR-NK(PElAXrXXFdhx?t%~DQh5d&Qza`O56g`*t&BZaYui-e%NqFXX;<& z-?pqYc)gWf)oQR65kO{6$FRW->_u?430^<(-B&SeE!bw&4x+4I zvw7RPzkoeee91~H9HvnL&(&$5S*dx`@Fs^O1!G`uTNm_PclD!2G}#3={Im?nGVycc zQI#zD^v{sav7J2QCE8++a1HYn6u*+4CNj}*OOr|SL&ZL+rg)#K_HkPhw>%P*SDZgz zWm*e~vzf_oUV8P#nUpxas2E=T)ro%hU%I$lWtATTAZXJkMdR2nQK3y3t(C!8t_>m-Z-L3fSS$JMZ&a zgKAy>edu=>Tb(@aDoo=%m&qzpyRvm`^U5oLX}?~EI=zz~-jf6C-d@;0?+xjfLtWpR z)LUI}SNj~2!BWa!A6WO^wAK)2>^mM2@2U>)DO;8qDy?4&$HNP#^?>fCNm*(cw+7!A- z>4B)Qf;aLhn;Jc70qoa@=L%5ZmNkz|$LcKy&Y&{M7rU?U%EYsdvBkt2PJtHa{i$+l z7N^#no1!w9gvnG0+TJzca@c{UA8#w{hB3nx(RncA|Csi3nwR7ag}WeN@;<(;@b`*` zESu`b7^xKOqLQxM*Yu9`QEZ$v!9QkC=b*^|@%iI+d?MuO=$;uUx1PaZ7sv3>%kEO1KM9ot_l__!V%k>gGU{#x;TjaU@}095W5 zyNq;ft9V<{cJ)(Ia~k;FzlN_lXR`}_t*G|}T^CL73$?*bA)~J5y6=LB!@L5ou~JX;Xo`)mJx(8r3n;PTD|Ax5TeJT=cQ zof7-d*vF+Bpx^YS;`)1&E9tu~*kQdxIZS!MbJE;&YgYV1#>Rj48s2K_SQ7x*8+<(_ z#q{1k#srX->UP#75m4OWpnsH{_x4@RmEEzgus>9suNBVwr;A_CSNRBXjdZuY7b9Yd zC90B*3k@XedCJH_w?<~2tf8U3@~y%yjrUe9c-FTaqiJ}ZJ=|*-uW5p$L3=$wmGzvD z6-`AIV?)mPz>XML-iCDa!v?!RoC!Uc)X?lC=`J{gt$$R^oi|L$PIa7inn%r~iH0dfT1BR1 zp?e^<%q3X&KAx$=rCwO4)lP5aLq#4=S^x4=!Wr>_XH5V$$;FVh@H+J%@UcrlwRlvO zTap*g(bo(ao~-uin;GlG1080pkKAwT_c(W}wi@OzQ)RlXQHTg+!W&!`=Je`hb&e8w zRv?o^T2Ci{I+}y7RJc7?*ygXaYuH-_%JWaL9IW2@O;1=k5^lE9S9-E3P2zsngj`9J z*V*d?wp|f{n+kimM&n$0W8FkPkgcwwXz3lX+tq$6z8mwcbYt#latg`CTRz9g*D$7D zO(|T7Igsa6b7!-I)o3S(N5ncQf}oPgU+2eGRajQ(a=vmEN{JDhY0uHj(@5&(A1ZPx zN+}{o{cQ-hr?@Pm40CjavF_gBK+Y?d6R_)!jHBa;=v%XbZ(*^0f!OmBLfXk1Kd-M!`fm_t3m~%YVLjuq#^J*y*0ALif7qr?uZD0KD=$=^CfM)bhT# zcvRh0*y}a!7>KE|QvY=@TAV7ZXdQ>$KVvJ(BI`#^XoSZ$D#!f8&r9XujA8JGX?P3~C(iy!P@l=i4MCTFh?71&hRYlU2+RB4(50A(Mqn)ksN zn@ZdMF`;Tso8Vse*7wTCWioOc^?>KwApPkg!@dx!+9zFDbcbXL)t->R=t<00)`y2G_}{&DmsPv^(djZ7Qa0bQeQCAxnRo zim=@t6+?Pq|Cnmutdb?YDX1Jd(L@4uO%Ifwf4elsOzuI@f6#fsgwfY8HWZlvIe{;T zKn7@Yj@502y<9`RDxQ7MZ!6M&{r(yufVrz+57yp|!)YqI%%UslJES(8Ly>*VX<1r5i_h8i`mmQQ-NT=Vb$WIfa`lb#&fvse!tR!fo|W&d#y>DvTr*ei*aX)E!YQ z`_yO(b^$N0B>kpN(`wIo1JXSS<5qkBSW%HH_Z2VKsFQ_s(!(T~#h)uwk-GP{gsnW- zH1+aKxjWiKlh4RX2UG1EVM_CLS^Nyn#c!NAy&fzR;aVR}eQkoC?@w#~!A`-gj2jJ-J_1LZ zHI~AzLE}AT*FotW#;OwHp1a%qy}ei!DA7pk*UQf_{l=A-6MqGyUD0Q3HhakpY(CB- zdlH%ybq{85pTpF>VKBe23_;b;aROHC^?O(0Fb2&32_2L4KwG8?gdg&l;V0_xXG?SsyOc2em*R@i%mv#x}mQ(qaolx)okyEsw}MJ6}_6~f_e3K@u^%ndtb zTY3NRbft6gVO`zwQ`2Rg-|j1ZU*ICK`mV=)ttgxC+X{QX2JE%s`5MGezPknlgY4Qj zFD1qyr<0?a+>hHvOI!>^Q4E1PgE5L5$dOC6!W`AeO;pvMZ$on3Zy zXU!Q;Bz|iA+Tj5kV>zmB6`qu@;RRD_cMRdP?maXF=Xb|`Z8 z_^Gqjd>giB(|MXFt*GmM+oo^xul)3kc19+K&efS=7K}SZ1S)&MO1b3AN@uZtyi~yL zt-{`~QBls@3OR{Gu#4%nmq?H(L6aYpetoH2?W$HN#~CXxcty|Alo;n-YR3G(PZQVK z+X``6-B+CN*Pu>nU*Y9U!2X4sdDNwr6t_mChL`Xi+ULAbmejua*u0hT8;|Z{<#jrl z15A;IdN8#ot{N!7EUr`d7+X{QTh6%~4R0CnD|G8k}IByb z4c#c|Qt{Z-9l2CTzOOjA!i_d<#Vt{@*PZVu3f(B1JY|Zb@QN6ZL|-I@yqVA$skmB+ps2m(A)= zXCM|&dRYsN_?9Rj&R0b$C0mcadpK)G%6soDg)aE__%c~t!DGR-Q9QPnikE9_S)B*r!5`xVwR-+~xIYon zp-vQsaC?G9;C7=qW2-g(9JAGj=qrnD%j-J-;x4SLz#XRJ!Oraj)>zQW3l1d{KDIlF zONGByn5Za(Kju#F++&6Rp~BXVE#K?n^M6-iY!jvPAsmgP7_b8AP3ifF70IphKhQb7 znGKfC96IIkm}z;;msZy|)<_%;aZX#q^g#S&S?RY$e%o5d&~pO9lZh3nCcM6DQshaA z@WxM0oGyorHx(uUbiA%RxfM(*T+_TKPUqXXY5nXS9raDWPMC{2`jtkLPFi4}E3b4p z(9F_Sr)Si}%A1E7ilb;WFlc$=cH>K%`GoE$Oxo0aE@R8)^WjTMCL_++=gsGoM=)u0 zS3sys;<^L5E56>@VayM@kcpNAKgmwbkL}R;i&v`sQw3ft9KK_yh6NXjw>7%+Q?gtG zhq62hm-d+PtApX92T&2fM7mf2*+mSG-tzrdpojI{D(C zoNZ3>`G;BaRY*R+*Qgd7Ua%(@|CsMuSNWnVbi3oDs(c;9$|^s4uX!)v>Tk)cPT%rB zJQ8wIDTuANM0pW(okjZdUn|TO55k4wF3g=n{DZC}c(1(@4K4OOz1}(3`s`3J8=#h^ z*3-gky`yu3FMez{75-Y0yLz9ihpd~GOPX99bPGyEAx_?58LBSX3w{0g{wL9G#Uycc zzBcmuZGKzMb7UH?kg^`OB#~6ca`=U0k4x_@)Ju(@_0i9S>9~{&r>Nsp%d^d}8&(r< zz5SaCeUA?#RodBfjia3_Cs)w(yBv#OA9KI#y`p~(VW_Hp`yf@Tmm5yT%=q4^mAqVU zD+uvWAH~oUx*K*0G1F`@K1YAn3rCr!=$8ue`fVq^d`@RKu8zW`#CYH+!os1QOz?a& z6OW~J^mIArxrbl+xdq21O(GVBt}v=lkOgLJe|VGeXQE+zq!IhtzFSuQS8!rJ_Q=y)&2*6A9l>HK^-Dc)N5B zjWY(D;MNXhQTXc=2RpO&?*H$l@a__jtM-}~9Y>r*t`0?6((DP8m(-Ohl~4ydCD}&3 zaFdBq$CFQO>SoF;cUNy0Q7j*2>(#k%2X-ErWnJ1*y3L5eygP|U&rdm4cNIKV)`Z+} zJeYiBL&bN{^MZMQ_+Q>frsvml#{v znlFyAq)X~}&{6-Gsw2&9I_f|o9HX=Qz<*Oz)d6Dco-xh!5`}+FG>ZcNBPq7{n7SlU_=j@~GRxPuj`j8K^S=L6-;em~ zj}_kbxudWP$~wAm81F749{qZ#d|QWNrk>Qz!)#*ok?pXmj#d^y(~BV{R;WF%&7+7V z&w7uZ_exxr>%AR|YQV@%3pekJi#C$|gVxSbRnMvNpe_fidZEry(M&bHx^r*2Lr;}0NGP7<=L)=5%#|GK*B7r$+$mj0bK*;|FZUBlk~ioJafLTtsw8zx*yZ+pW*tO-GCTryK4)t=HS6k*NvBkub! zbx9;Iq{eL1sVJOK>#lkC#6IVCw)hviwLWP3Z4(`}*9!mtSC~|w{Ki?^WaKR9wW;qb zJde>gE3Q!p3(s$9Z-}jub5i#I1PnD%bqEA{P+FKj`_WRHm``eWLNly7wTg&-nNRJa>eaZ9Ejam~MP1-quEI z&JLIm-nbVBZL8B76}uDt`mthL`MwYw$nQQV5tc*B_Np|qJ?DE`JbWPJj-El~W~!gF zoxbueqdk=b?CWHGe#<9d>`skH{|}LstbBexi(#1*(L|!_l1A(ePW<)T3a`f78ZH&7 zZiOn))N8Pxl5lCkX#^+XQfL}0cI6=^r2E1mXqgx{74~|K1PUiH;)bb`J({9lq@MIl z$;6E#`D;b7T*rdrc4YHd)}Z*dzTrx)Y!^_D)xwveTerIKp05?~8#hl}i9YyHP>t?D z>4|{)F1}1g(*MJk*}S}SZoZ#*+f1r)TKfB%JQ=$L6>H{FWut?^J#oXyM912rWQAF| zPNu5(z!5(Nznde6KFTXw5R!#u$v_0jUXRuXx#(ZM|I5{(3@r-_XlQZx7xHOsqZ+7b zmae#w`sbRT?J`#{EV$xd^t)W==oV!7aHUJDP|qbd=FR?A_OpFLmfAvj&_eS5Fp z{5=Y_hFNpc;|jOU^o{t1sCOS5ly*)Mk*6ee!wE;7Shm0W@A;Ih@LNM3h{2EKr?7Rw zo>Lyt;|sVet!l7i|4(+WZUv)O??sKJ6`wVU_`OW8-g$LX0{qtIo)t z?f8-vU(ZK#pQEt7a??6i%rWzkLso+BoDa_C2tAYbydF7}T*jmf-uRN0~$Xq-Gxh8azG z(HwPr>It{%Ny?tQ(P(DECEl(fOfSmS2)j>8F&m_A;Wy?+0depf#fmc6);TV$j+E!v zb9l=htK(9j84idabeOmUc}$zEf0xT27nK$7eO7>)jG&=kqgHqJ=|%JET>aO@{U!WR zoYlr>M_BXxQmrABk?GMXIYW6ncjRj|da9_CmgI}Y?Jw+N^vsm%lt8ccA#TyrOP+ww z|1~P-mMOcYRF(RP^RpY9A^5mpZ355c2l2*VD`+C&uGpujTb?Rt`C%+)L_gq!Y(7<> zXC3k4U(*%oE=CPGb5}ofo}F*dqH9D?{JeCpC!M~w{vW5kRM<;Jc}zU~mDh^5PkO#z zXB2mM@9fhn?EMqln}u2OO@vzKaqw36mXse1C!fji z{UYj?c>m0tRbt8O+4Q2FIy;iPu0h1cj$Bb;5G9&<<8_k}+hD?WC(K0QI;dLl4-a+dF5%+5hxZMirj| zK3>`&(-WU(&+peF*ik1p!B5Zi+)(+IVC`E!tAlg}JKkq-^6*xHw~BO&z7&{yrxM4W zKUN83MWeT!<74?a-&WwQB38Okh&3)P&v4pFD`x{A6QiqoE6LRyna*YlX3%qrZrXWESNAkxnr)Q@4Cd|sK4lEXW#!Pw<2&(P!nFt$uL&@VO` zOCIcyisCsRny8fC*y{-=T{SMB8V0_do#Khr3D^5_FyAs>;X{&GMe8*$cPvk`S8jsa za|MhU0O|xj?=799u&AHHtr4zyeAH{lNh_BAt#_&M0Y_9NsKj7UN-X0aoD%U^F&!VD zDuCyT>y(5YyF)zyj)l7cW@Qz=e&_K|ZJ#L041ou2*NM{e zes23hYGWQ;60_p`%Qa}?-M%f%p8M0^HR9tp^UBC7an>~R8Z`2UFJ;PDG7miUVhmlh zIr2=a*k#yJh0&PD&auy-na`>BJ2#aF@mkpS^s0<1R|Uj$#9$^h#2KtSM3?{$&Az52 zBl=CzlAKLCX~`(tsr2qDGzsfyIU^_z+7YG(|Jo3vc)`aFk{3=Td7_1SGW8RmaIL*K zdEi%yIamB7yKC|}&A2id?x|w#o13#K_m+Fo zYl+nfi>H9REc@!qqFFWvD>2eT#IyhKmPEo1nDet?btiOkURd|aYYjpRY3EatJI`N^ z)>}@V4bb-&Wy`s2}4fvXL2^f_{MMC)oI^f zeOSSI!n+Cx3u#|ruYaXRR>jvoYOtIbTgzA$zSPyxJXPe1>wPEm$zy}RRoGiaouWlw zStx#z81F0W?Hcjw9IJm}Vi)#SQMNt$&OwnYYsqkJk3xPnV%xgrN98rxha^u)P^;GN z&_3O?vYQ&63F)fUFy)Xq;f0r7G_aWzc`CS%&Vx+`5jp!bj$%w!>ma@)!N;uNw7Wcu z|Ksf1l4Ms>ECFGdENcH7o2gU)?trA~+crOano(vcr3k|D$LT$t4P5IZU*||J z<}|gR9Q(pGnu1#_k|q%E7}=Bq^Y1qSHL^)<2hNuBT#)@>8d=stS9(UK-%CX<{EBRB zC3gBlg}zq!>a#A?zWT7<=e;8CKtdg>{y|o~8I<2B0kuzi3L#xi{S>WbhC_K;IVdk2 zc<%X4!0SfcqT=JP&QTqORe@#lQW5cCcNLi^U6h~}^GbwBI1$B4cHFWu(+cl&^vBhl zH^iRvaf^kc{BqfUB$-YNewuwU(Y793BPV{L0mIDNY+jQ+n1&e2IE=#XF<@IMzy%H7 zU4{Lj!t^%1!VK$-ou#Q=o18vu)8>gcvun%)wktv%Qy6LyWu7Hlwr!R|Dlr}0b zinaM&80C9p|8bylI<@y&yBx{`_O0SaM%R^uVIwX4kkFT>tJgARbfc_NP5BrMms|@w z#s+<|=kl<>Lwbh|6@nF@2eEPnO4W0AeK+S@+$;$Za30$O$H=NzXLrQ7)L{G89K`Ix z?1fB%7fv)VW_LVQ=xc>>04g!@uTnalJSNF`=P*4negC~94mJ=l1d!`esW=$88E8kyh+DCo%bo}1XoY(NmYmgOP`T1?NT*aa$lHbSKIF8JzT>gEh4}OCq<%@Nb&t z`_Z4mL{s@1>RyZx!`}1wTvkfG1LT?us==7)MxJh=Mkn65roWW$K*hry&T|Tu7frs?lMYXPDg7uX2A9Ois0v45`fZS8_BdYH+J03P@{(;6x`Lv_3c7?tp^zu5)B zhI*(l^kJQ^q2O^hS4@9P%;zFMDj&4yr2U^iKqw)NRVH45Zoc#AA(^FUybl4EYr@mz zte%`rr1*BngO)Bwz4q5>pgm*cyx0PI=($0nT7!g$e?f=x315`AH}NmdOg}0adLx z6)-4bzGXPp+nCBE!F#u&0%zYZ(>x{RIp<09ehT^XpE)N40KW8eMtqox2*Amc9hP;> zIy!Of|A$NA_ft;ptcMDGI&LdYdHa<2ikD9@0Abl@BC|@LC7t77M^6ut z6)QjbINw!7p4qxf+f!p_1!50=(+6!-ExJ5Tg>xedXA`C?)_gaP9KO4&#^Igrkk+}W z?#+W)f#r%_AFb<3PI{|wj4YT4M5w}^e+w;k4o%$oqb3P}7t+M|Pj7u-+uDulNcTC> zj>eL=Kv)-XY7X|OGI%0R_Q=HKuR-etGmDlmRnyc$m{gfv-~Z(Uw~tvB{_hW2;9D`~ zNX?M+Z3gF;yY*xD>+S^J{n)f-`zSH0bSuTZr#nWBKAb2l{OMMiHKremmh9`c7WzA+ z1s~I$Lvxcs6-)$^kqu?(q6v5Boacmklb7W4w@74T-O0fStI1=f`lkwcxduD7h2wPctm2(xCew;Da^`qH zRj4CZR;C((T+PmLw$D-Swq{+0rRg9;sa;x6o|tk+DI!Z__6qZf+X@x;b}8xDn73xm zIXZ669zD5dmHYCvi7DFk$sLiq)dvUj`$zk1tU*@n+na{gLz7X^*vYUUn=CWA~5MSJRkel-?>;174#`qr;*5| zh4&WBlD>)|nKD5)Z;N~b+1o|Hg+{Y;G~G)w>z}vNqC!)r>~N@l zetE3$u+IAm%c)mG6+ll2=T&&tOBei5VMB$yR@6_)cT~wGV9-a=r0Ck-3_aZ2uOG7{ zQ%GdfI}An3OuVmBKD|$`PPnHs=;p8H0soeW2QF$sb7!#U3gGo=o6n&$$1&vso@eaH z0QmqfCvhq0bC9Qme~Z3V=xfFO%Kz=guOB%*KE^2^@C<(Hnk*Jfm7nI%A1+qv?+c%! z()~8r`prYcyBtHhwjJcr4SpBCPThDPE0_?KDRFw4H2)8{W$43Nvp5w_7Utk@=dYXR zBeN>)AP!o7k?z{`3&3r^KASLi9a$UZ?Ch_h3eb8J}Mqqfajr(pjYXNn1u4pMaH} zpS}~C;k`}sM{S=1cT8t)u|6gTTH>b(et`$`k&QE?xU;u@xKe#`%~oKS{^VzEM)$-G z+>ObNLkK!?rpHY6Km?`E{`q-@3DsR?>{?|JoFBP;=eGF!1AyCoMIQLH=2)p1UrQf$SqqG6FR`jMk3gWD|?-ze7tO zl$)><*~V+M3a!2y2XJwi1uZRgxcbx>{Vg$TB!oaqrXTYhIcIf~1ndJ;IJ5fRO6GW* z3^_F5!{Mm|@Z@_voqr}44EB=V8%CN0a5qd0cs z_I?d{{}g@u6pNoiE0f7^9V7Sb^p?Zbl6Y*(Np$EUabJ-+R$}esdHGx7?5vz`!;dYz zTo3kB!U>+RmpmK{KRIQ_S;4{#2*b$$zAur9fv!%r=9wq_=RiNlb6suFRsy6|6hgDlm6i?+}_*yGaodm^PK&!)`QIeje#*Ch39~i#e_Q zmfjsT5jI+BOJ?Y*Jn3}xN_}N^pND^h-0gGm-_DcXC@s07lFE96>>hUVRmd73ru{*y zWuRZomMi*(yd6s1z`~bOQXZHeS{>>2IneCB51tvTF^DW@jjJ$-LXVuHXOo7&6RY#6 zer&tvRX}^#$0$?oJQ{t{ie8@r-g0*p@>U_Q*9dQn)utNYKb9=lHKyDpE%?5oT|=lKNDA5EscHQ&)`@?NIq#-3e-YbzyhK!jc4T3=2!3SX6y;H9FH zD%RD;Ry{Ko;+B~@41FPYu+C6L9vl2EnGY1$mJR+Nl-gDJ4mE2)x1T|qBa`RfZG{pK z_>5JXSSGko=bEh11sm*2#4V;-QsIv74aPu~_B%B zR3;N(QbYcW_GA`s8rFaYDrkvC+B|B*4N4x}h~&lEm70LPqyPpByV%~ND!UZ&wA6}j z-ha9D53+&T71z-Cz=rmK%GYjCI7r(|%UHd4O}MWx1ro{Vv8zadH}=|7!By(MVxvi| z>w^?`boQ~zVAf2#apAP(Ditgw^Czgec;m?v^rC|Y^M3obvfes24)~*5af`k>SYOaq z_mvdVXCFK}sT1BD1xyMV3lBtXj&0)XFlSTRE*-M4KRaj^> zjDI;iN7=xnrp!m@u`$;v5hL)(L<}X2BCB)0a&nIf=L4aSz+Tra=9L8x5^%6HfWK;Y zkxoaZt}tCSmq!cwRrcFG^TdUJV9RMtimsmSnB3NaE7|$D+Yi>9IcG9!-pz!t2}1F| z=NA(+rJgE0Ao8Ii$=GJx1xGg6y+$)Dd)vhbA?Z%78lF27 zQ})Ph?4}E*3VFZATLnLrqZV*)?{q)N_sg6y^H3r0*XR`@~nku5||DBR8}V?D-;bcWQ0hsIH*GOtwLWba16w_Hcs#TG1M`UJ~A)`?rCN| zvTFkM{F?oT$@4XIx`yC2O!?SclQ&R}-e)KF)p;t?OnT0{sWUQt4#aPRry%Ncg*O*Z z6&kODwzG$1I^|JaM&jZAl=UQ^F_+!?%0H)c2a5k%@r%a2ROB;rXidls2btrjDG@pM zAdvQ8$7u~VW&BupicT)vYXu-^cNK5fNWwfKXkZTY0neJd3b21Ma!cC(_Ca7%A@3DB zHt_njJ|$Mj3BXCfk@IcOX--I<&JA1pMk`E36|M@krd;A)+in$Qoujy0IGmd*@eCl*Ae6B+CsA_J z9RJOJ&|9C-4Q+cipMm7H;`JJc2q+~6!z`&Qb%1Rv01^mi=$dji2mZD{E0lZ8P&Ld4 z3iSeOc(tT6aEh5~MJ52}w`1_^@|~~<=ZpV`CR^@@ypUiyj1FZhF)9YD&zbd?Qm61> zi;mAoosTC^%sU~soUuYeoIqIc0(T&%vXsOe%V#|*l+|&VJ*hE_WF`V~;r1OP2P#7z z3Un8P0~Mr)H9u(!-;K~%RgXIzW?Ic*=meH4YrS;X)urMv*N`vYm+Sd3z8^SQy{|B0 z$**>LB{Yz62lS)A<@Cn=IHmd)<8q0pf|e)96dacIOP6SSO&Wiqk=oVgQmKrpFFUSuC`Md3gR@x4(%TrG@=V+!UkvkrQ2~+X z1|DfOjNU+v-d6t1CJl1BWj5GK-}5K#7q~}hj$0^~_)5%~{+7g~6<8HrH?NsLXP}s) znFVmrtj`-lH=k!&%uHF}IIXdOThBNY_mlR1vrKt#3h2s%f;)WSgqVuf?CVUqvplz} zjSP2`YAE8CIHA#(3e$nPv-ew-%m{HE4l~@18N1AeVnkZ{fyLRc5$+HfvH6&5%hS$YpP6-8*ho-6#vXCHxbnva0G zRULHGSApNT1CD@u4rCKQSuo!teyY19#oi}l){%wVJmuh_8(;Vm@E&E5DV!0xCNqw! z+V)Cl>OTrO0Vd5aShLr@uaNg^DBi(U_BqhrI}0h+bqAbL6ToMntl-rWPxIHT$TF7) zXRqvHHBD!!!p8ZnRL^oSK%TokJo5a*|9Y*K=W9i=(wi#I_iNy(V5o@YW679t=&a7_ zfQea)j<3&2XgFDAxA|@H_MJvzhFxRanYjnRV+8>uV+G_#(Mkuiq}>ty?Dmn*4JJ8# zJNDnq-le#k)>M^bQ#veqAX^TRr^rWss7O3nwexX_jcq0E7k|083L{W62 zh4dS!(@_|RvDRVd2o*=GXdPSRB^7TuOfXEZUzPg=GRU#A%yjryD69%TMrF3<9S2PB zttz?pT>WYy<_Vs&8N!dqaMoCIt8{RN3EqB1me$Ar>=Y@@be7P(-I&)x!ykA3JD&+NhKyO*u zE;;wm#|nF`C{to%&iADlQtd3)m9J^s_3hGp-f(GSpQ~Bm#tde9#!Pjb-;Na~uN80C z5QbPYOYh8gf6gU_-a$=YD)!N{IWJgFc<&PXWOM}mDJc=E$k(oH2A{q;?88$H^4BJY zCT3r&X;olSenZ@Xn)`!$d3s`Bn9UbnFy$0IUjyuu>lwMGL*X6swfxLP z`a>Ek%O`jSJ%7*OwyHYny7^0!n0tecUh;-ZBV!k#2^gQkSl(_|I;xPjYslND$lLdT zd1X1PYv#`(V9Z`fm#^fV_m7M6KiU7*3@XwSK30(VE%6L2r;*WZwV8NMyzkuBXyPqZ zMS*jmM02tqTO!Q=(1L#~NJPnbgOtQAjeZQ@TXyjV1woR z_CyD(N(M2^`!sXzsMNgqBaBKCfj@TtSZCtM9mRy)1z8jpyi%$2YZ1;v#dejIea3sykL%jvFU5Y{%cpo95vK&neTy$p%r&Naz>=CV+OdkfqS%pT99&A zu2VGQ$-z}nn8is+W0XXlT9@PAP}jN+%g5qbbaWSYi3X5TB|`F_!gi}29lxbQDuNS4c<_Zh7^di-T96xru zXZP#o(|hS&H{t&gr^b@o)H70nXOI>4hYF28Vc^t&pQHO%-0l0%74mWo0r!0!-S-WI zT6Y!la*gYGv;9jPO%J4uN|JlSDd~QjC<}R2K!4ghr6WeNHltsZUK+pkQw4J2P(P={ zmJ1(^f4q!AR%@R}U9tvsht!r&2v|;-A3z%8ao`Ntg5?UQSJaB0Blbym-KT1g70=i3 zy?CM9Jh3U~{e?J+iG1Hw=xap|WB4f~WWwGmE}`X`&il@$+!*g|MJ%tl109lFg(TZ* z&0I=VYiG(H0Of_!uevu(b5rJ_DEJ6iM676Y^0hl0=BwkQ^Q}|5TV~3cj-dOC+~-J~ zeWID!9Imh{S>Ps=brk=$tnkOIu;qYD3weA#Tf2_5Hl>)EOy`F0>D3g!DRX;rA;YQ0 zZ3RX=a0)YUoUOXP(f$(u<9)^JHR7i|>95Vq`Us|#_Pcm>Q2;zAKnqxyot(6ik2e%V*4y$yh=i`8G%LjEw=dWiDUWCC|brZMXT)kEF zYY0_DZ&~`Fy;Y(=?n8xwJJ6(EQB@t^2FvrlJy-0p$KkJDO?N4-fQ-~^_ZOvv+%+JI zg40<;9_;q@N{0JG1%DIJSwLzR@V3gH4LR?R71}F=D=zu_(Y{Cia{C;$C^w<`OC@Kh zOq;?>UW2n-Fj$qC1YGQdf=sB^HTfpB>-vFyq;e&JWzrMJQ{2L+g4PqCCkUzOlyABh zNlll;u1IZJ;N4Z@S{;ajRPwYG5-#`BjcEf^(UHYiJ@iSRjTeWyr(jO)cLA(~i+4QA?>`%33v_tk}ac%N5$-Rcx+zKJkjhe#j`><=82Yz9&I6TdX4KgY^~Rn zrv+|}hLaKGNaxc{z}$HKhP#3L=iItmjzy5%lP67ej7f zhsJW}pXGvSqbeo-ANgWQ*_*$-nlwVz*{To2!Ep z766;ajTZ2Ht-$HP#53>!y26r|@Q2yU=`kzXzy2RMJ1Gg%`${j-$lSsgOFz2`4t7=iSJDVX9fs&7mxd}J9 zvnuNM6b9PRCxb$U68rF*hC)VODuOxn{gKz~jGl=XTJh7po=V!IkUk3WWGM_0Nd42Q z39!PnFU}nB&Mndt#%RRK`;y&w>tQ5Q%&G%7`W7p7C{{SEp(_Ax&zew{bSH#=$o^Er zJKgZxu0q&nWrzJLQ~aj?6m1iBD7G<2O8i7`7oUo*>(v`i zIIzTEUkI9_(!9QSWVItxYhf;;C=ym8B?a54IY9`5R^r4(;l%A&~KkDTJw_FoHZ z7bRsZ`Q`j{FB3+-pDQS)ePW1klRs6QFBRweH8#C)wMmg<(ny9X4l+AkF1?ktOcOX` zs5?F5ED7_Xi^ki4*|p7q#tGi}T5+MZ4;7l?NctY>`WAjlWqzv~3`EPxNLfz-G4i37 z&M2HGs;I<45oLA!V|fyd3*Wg*;aP%`w-)HL7f^x$)_}XIDD38zYK075Y|T zkeg7M_Duny)pfRJ46&mya20l|Qgw~-7i`za@cAC!+s&%Itq4VX&22)jUq{f$hlF%m z7kh;Ak)hM!xv4Eq%G>LhDu}CDHE{LGCNcN8si2OQ_kD9GEa=t`;94h_B`5$ooYqu7 zAiWjh^g`O6-l;kEOzT(6q0bfBoQgER;BUYF-Dq?=0S8K}BdgP0tvvaBI=_H-sanf> z1$g3PaeS=_AmIa_$^(;`{d1QhvQP60-q^F-Nju@NE~y~j-{)C-n!Hl4T^(dJGE;Q) z*wx?|>05>Up(4gWvrDt$unG7<27k+2#rrj45O7mL+`!;|L6aMp^8HWadG3J527QrYyZXWicVmLp)` zkLB|*RA3YTLGvhdkV&RJxt&0on%m>HBs9+UNe-(NMrP!S3g|58^m^nk>DLG!2u{p# zyzqN7c}+&|F>MMC9?%=cN>O9#i z{6asRv+Apq8vK2o{gd3{%Knj@SDIAMVTfKxgmvJ3<{FeMJFZgU0bnJbp}PdkIU|#g zK=X!*-BdB?yDFBkLtzc?k&BexCc@ga16g5JoSX=I?!VSK!{v<3e~a}bBNt!OZdy9} z*yq&fD9(S2Y3e*LfTYgF@;NR0Tya~23{_>OJvc91u3p+_I10-8hYAH9j_{1nP))i! zK}=GNR9TI`#jKsx167Cz@hH2gszMT4L9LVB0f)Q7*4JrLg#Nhf5|B(jWMo=uM*OuL z-R8YLWo-g97@4K_Wi?NkkGYTHGqxy$N?$92w#C?Ip2dPFtsVVJj*&J8%tU3w-;%qF z1LjePp34nJPkc+QYIM7wR;yKXlzWFfj&ZiJbvFw|b-t0VU>hFuN$Wg+rcAEzs*tf-`)YhHAgM*e%HZ7UO zL^+xEcZZ#_7L~x@qAR#m1B@5Kda86LtSCNX1}ZIO_Ylq+Q1k}NJLYOZe^dBbKZNp4 z<0xLc9Ezcogf-p^lQxq}N~fgs z%+R+AeXS7kvN$RZ6RP<76dtjSX`P*viG-D8mYP3jC5;h%NB7o|J~h&ldYx-+pR+vM zk4XY|73UwW0ca0S%@N0au23N@MpNn-`8(tev><=(E``W^+!Q*Tqxee!;%u;&(DM=f zm@@z_9G4ZTCC%h}#4y$Z0yge=kTDKp&}*;8xspUT6erjffw!pW{Pn=tBr~U5vUQxq zJD)C}h7;cxZEH|I$(Gv|F(JX-v~^o61~A->v!8)!;+D-1Hpg$avq{J2 z*?Mo8K4_e5tvrtcHZ`7afg|u-aRRAEs#8hrP|N^RG97tJz_~ilkx6|#`zJqCJYVCK zKYWUI57lIOl0%tLU%07mo`9-lM_xRCfuC~G1kW}Wj6H5s3@N+uu`jK~Q)s;#KXPuY zpsxL9Va+Nmi1lhy4GnkX=L&tTFdJ}75%fPzYUl$0Q)WV*bF#Ig#cnQU%q-u1>}C-J zmu1YsGqqZAP{k%(xWCDej|@)~=FMAjM>j>Iqj2iK9KA67oSwcDB8jmiehTnl`P{HT zx0a4Nd;$jjE$~o?!7RwuPf0-f_9#pwtXIfuMZ1RXX{1SGM37SFcg?v?+iNV7Jh0gF z8uZmzJ+3hK*-u>YevN1i${a}8EvfLf4v5=x?S1hOK^rrV42A0H#)x@ z#am9@{4VqjeLW49n`XxsZ+#1Imnj`z1?6$7+ zEiqI*9V*`8>RPQG>tjZ@TByNrEmU%#YB}$W2D)c?qE1#kx{X{`wJE65i@=eZ=5Oiy z$H&0+P4C!Y>76cB-;f@N);X*eC`%ZwRv(hbigFF!8xcQMM_94v*Q%^%eI?@#z5`Ld zx>bh|INu)R3n%Dmj@pEF&NlRvy{`yssKwKJ0lv1XJXSCYMaqMXI%%Yb>4;oirvlB> zs}{__9jKlwj84Eq#oh;_uc>D-eRMn7*`y|rM6xE`N!a$Nl%!2}NWFF%){NjLobE66 z9OdEHq-e*vNA5roOH9f(O1Xmo_JXpQCU3mqV+WkGm2jyxNled-qOD#s<^p~Lo=Q4{ z)}0V1BjLrEUsDZ}1C4rqoe~YaGw=<$G9gPIpJ?}WiroW$HmmGXy*MP9>Q-m38Xi>u zhg(U=ja}V@eFOr^Fit;aJZQiDpQPp7Rir-*o^SI*fDs{;5kb$`G@%I%FT_m1`~_^R zlIO^0pry&!1%H0U)zT-_pUgiLn3^AniF^cQi<-Zj8nYOmD&lupRf*xBqM@KFNdmZ@ zY8*Wa)86-NqFdrFwjCgh;w+YO>abxay;%E(UKRRUF-$aX-fU*=0S@!@tY5y8%!F)A z1fSt(bF+Yxr;ts+n4xNQ=jw;Ys8PtGN*3*bAtFvt|C9k9d&^ltoo*|D zv8aTPrTmp6m;45e-(~-utIYR(jR8%f z^1JVo({S^wlV)m z@jWz&P-f)MZ+Q|QdWXbNF70gkT^vQ%c%6~KB~k0DP438R{N<g{vw4Bv(lb1@QE#+YjLqI*Rhgqa$VNUZ+g}hyZypU%12K_^YrWe7au~NfG@daW>6S_c`hufwO64g<)Q>7HyM7 zN3Y@Y-5i%F{ipe$Sz=o%j}>`)Nn^EA4F)GQa>G$p*P2hT(Yq9wkTEG@2BP`>0Qbtf z3WYzvrczr$NUXc77ypl&3Vp3$s$}u!*X;(ZCf%PdpX4$~ru?~_YV=gdg*^-imrfb- zw3Nv#b*h2r=)i;o?aFzn+@)y}&pSV9_vg3FTeHoJpC?vC$K}(!+TC1iua-vG#Xc7m zKl(F}D}Q6Axw;v|@s)3yJOjDU1@s=ey@5Lb3w9==43*+;=p(zCPc# z%oP=8V;?EX4qS?QOX$duC9mZy=FS{B>?I}FihuWX%86lysVdRI|6rnHvi1UkGOZ4F z;7`{ahCt^T1onptd8^16FnqJ!fxB`8A+^gV=e!2l!SCFC1z#hzO@(o1=wBF5KVb$j z^Gr>%)D>3+5|o>#O5prB1Fq*NlZqLrG-7g_^)D>qG3KN#YU6>g}LN#93P zU;8ShBJdvOdaB6X$eEpXP7SAKNJ-7mI3<}>Zt;pxXUITOR`5PV$f`5Ve|Q&F#xsZ8YJ&AXUI zGGd?dWa5ReGNrhQ3v+w+TdmF!Q0OL`0#iRZkl;NEeFRk7qzHl(lQXf3OS2)0Kl0bb zZBSzR))@f8m~_J&ja7@U6>rxFCtpR}0i5(q=}jf2F!azlaS-X~eWbyZ< z{4SI&XxLlnVs%_9$sa3hst~R)oU5Os3$IRyqG!pHs-*a`XymM#_xvR<$uKwJu|i#s zH6T}epCjfdaz{5cAaf&^N_TveP*GUNEiHICuN5ZpQUT&Q73rSTs5`l<$jQjVHC`(2 zlD~XzrZp^5Ebk0k~_Cy->J4%>2vgJx~+19u=s){>p5f+);{(tZ)e(}!gJEatzy8ZDslJv13r)Pb<$ zlAnOP!w|p@8-Y)RLxlG}=Q4Z#Yb5zWG0TLsShPTE`*At|n2-CtYod^gh1 zK#JoM=M}WBuW)MoT`wNYN6n1{-e>V~UMdp{sXZTO=uL+VZgI=74-K<@B5}Z1ciwnl zL~~v=49$m}cVw6l7hgd^l^G$nq~u1%>{W|aLoxy+PU1(&p7f=>q!H*Ut{OX;Hp(l9 zl{i<7par8f_gg6_%L+V1$qffRLxGj0_EO6;21Xro7_VxDKxDs=KLJzpyXV|AtqMgFM_{$uCU{n)tW`C9RI4Fx)X zJvRVS12X^O!>X~rwBHu`7U0Z1AMTUIc1z(t;z=xQ@9!%+h)mbL=7m8?7iYWV?I# zNc_ISXXXzT@^+1DdKEU+J()JC#f{tJ>zL$YN4&nhPNBa;Q4N6807(uNb$pck^;n^q zb)@wat(>LDE@yk=(GLr`YNnr5-HDJcy0AKrZ9O}!V-^{Qf{98BTuEGo3vXQQ!Btcs z%QxP0EjzM`k+0Kzg=u<+^{h0Fj{Z6ojBe4$4|-c+wC%`6KX(l&kV~tX`KSZCBhvO< zl<`z?Efm|8MRWGWTpL^4!x>dI6BLX5(< z+&FDGl5>B06z6OFoT`sH5yh9{wMSE)rwaQ+MH1;NtJ8oRXkn8u%=lsxxWbAml1Gj@ z)>H$e^n0pMqSLZY%h=tcIxmE(X3V{qH|tB zq{-tmb?_uHIV4s+nWCkMq=^`EwsUsv41VT`rXf+Urb8*GmRDAmuR$^Ol5y%~OlKgK zjb{vL-wA8pi3L^Cq&fRYb&ea;|L& zaltG1^!Iq1N#7-B1gGXSHfJ|J6IAN#MoDXSt%7>tuEJUJ9z|O+V>iOu(oAB2Yv7pj zv%Mn9H?2Nb$R3PL9VI5@lB$l=c*c6FJt%ZxfVWD9U2yTolwF1O1N8e!%nXa^n?LV* z<97i!fIUNVhI8poba0L{L4_T67lc|zvgBQby;i`RYc#K9{oKZJk1=_}MXTB-n&=y- zhYY7iMUU=Sm(cqsRq^^#VXqZL8vq{?3#BkPKjD;Ef#*n=nXlTK2wM7obiTv20~vGw z_!;w=xII=}OTbeFs9KeJ7@CaeV?{n657&69VAN@mSA`|=ZSJwVYG&IbUU;4xhcR&B z?K!-_Uti1E8#}o@1~4tpwA|Y^U#Xi4V}qE&+2p<9+dJ5-E3oSn$lbUSheWkb5*PNk zaZhbZmb_L=3x>n9vyU{l=tw@dVJ03ui}^G5P{B>!GD6S4r$(D}jd75QDNlMq3n|;6 zbIj5EjKL~^MBs!4>sXuLat5Ya2moYABJo~I58sF$oQ;v0LAeP!Rmf`vUBlvcR-Ub? zG-lU1Qr79rOA>_JA zJk_vZb;@&vyj>&c4uvVpsTpUyluMp{1JAN1Zc)HTQzH16}j%RFs)0C&c&}Sz!!V z6F==!;6g)Pw0m^>4utRRLU%F7$E@IEoYkt`wJAJyzeg99Hsz6>O{%bR6*oS_`c~x_ zHCL|#r*H7kD6Jp3YG)4K`C5^vWZgX?Q#d%^Qry+aC+|ASRX@k=xTJ_T3!Ago}N zH*cx*Q{X-p){PpvM&4G)>oqQb`+5o)>r*(J+IB!$bAC3?bG5izK8tRAOIfb0*Wi#y%QfG#L{Rx^dFSd$%gIgnzNo)Z*hvpb zByLw!UCk5SP{>%;;xrJsUeM+Iz-%6J&Ec21tGHG{C0#+pMDR%*lZ$o#AG<}5S&IrT z5}crHw2m2b6k$O%KUo}7(mKN$Eqq6RR>5HLoQ(rZa&9>Zaek;sn+b5#@kCvzjBe>1 zMMrwI@J}U$1+mioCcfZbdjhuQk8)*qq=v@u4H+E#%N^63?1k@A*ZNaUgv1B9ReP^F zO|V>J{}ocjK8rn81d>eZxUv&!FhiLsYuKMYRpdy#s!CKMb6Pixp!2rey+O5cSXaz} zjFRE1y4H2`(kl+Cm|R!5LSHMc17=sn`=OOodUcgD%s3pGD%TF=J%7!Mh7NY)Fvk{J zRySbsb&~484yg#5uBkl(lOJr@33Cp_B3|MLnHKkbX{^rk;wUN{a61Nz_=k3U{lcV` z4*Zy>b%8arb1igz=gctzE7v=J+*s*OKt~tnHHK|Fek^iv);IES9$wQkw1J`*qT)-LMOxWQE6y^QGea!!^{U z8jbJpMV)x`niVIW3D38R^X(evA3g=61cnMzKG=qw|?lrXL%{MTe1&Jq(n1Q$-NS@|fI@FeDYbeQ^_TF8HKpD%97~X9+76F|a zqc4O;;lPR$&XpCraMvbCW3+({75iLbY-K*@$^)GkBHNu!3u44f6`y1&dQ&R#=p#YM zf1;zO{_QjJFIGRfR;Qzm{gymdC{t?4v0j`R8u+5ICNWPZnDAgF;Xz;*+fzSuZPJ_s z)R|Tu#0_Si%es@V<*)x(A+Ohf!)c&_$3gi~nE?T3ped95>I6q`TfLkGs}6V{=A9j8 zGds*E;j(lWj@0Ol=U@EPR#gLZuH4@=*=IKKaY19X7O*?E7m^huuV!KSyRXASM;a;g9V%UIUNSU{#QWUzohcQYqtMdj;1nuE0c5Ys0=v{7I-ZPxKW<4=ODEqzdmbvhiD+wbqSn-(95rfI+dI!qbP%y$;nvFlq$<5WA5zB_mJ1`amw5GIL|*+yno8e-*UeGwdHHf z_oHX~9I1MS)X;5IhB_RD-83~1xQprbyFi8An%-=hMseq8;80eP-otkw$eUk%GqMB%1X$aEBreGI16YB(v3LY3+8E@;xHgTnqv& zI;OPuIdF?MN|p=k@%_*=Bqs@q*m^8hHA&7sJZ zv^G0|QxZ|Gsy|F>@6Upc@?@2$2+HdGi`6+!n|6%*#y)!@il>=?n#14ZRaO`i$X!`= zuD%ykpRMf)Z^>GWzvUs>Nnf*{-0|SCLSCTy2twati==Vltz7s{P;zFr*o z-fIVv2PfKPJwYflb(9eSOsi0U3l-Nf(49cDUAsQxt7DvRW> z!XT1hRB0qw6hAh*(VQJW>%`|&TlN!idkp*aGCQer(~}rx(d)(ema{p8eK*wk{B_@l z86ViAV-{BXZH-b8^VFEzzT(N#gk~pJ)lb>f#qaW5AL;8` zEswvdcX~g;_)>F) z0$=Lp8sUv?+VOQ`&cuoR#|ezP;A?YIjWVW`^MKCCM13~#9fsYbB%uEOKbi`k<||W0 zow);3z^1ZMb{MMXeN%QCkm_9u+Jrn*|IGMDf?pMb4a~qjBDyQF0!F|1tiD_*{QDFF zd}@<2MM2d#SL}mt%Wfgo9$-c#EB=(O!4uZtxxNA8!pS|#jC75h?}6Vm4r@0Rs!2dC zyL!4drJ!)E5Ji>v!PA69B_lMp=8B@`{kbAJBnRh=815dcdUg6RH16q9Ju<^hEAf@5 z3Y)n2P+?aXsOZ2z{GxEo$)hKkeXWn0fVvk2i+=r~LP)+Z-K? zMkUwAP?S~iLRru1io=F}MKWzw#xCSKvHY5yo;A@8cRMMr_X<3v>f^j}r8AmG9agfi zOi3|Bj2X2dx%mIPV3^GZD!Iduh*4FX7kqMt_{R!OQD_267ktF1pq-;)c5>zfkDTKw zGt|oDUCv`z3kf}+D~K*PRS?cUSKzGRu43e|U1wADh#1rh@XP621@Yw|fvhMG*va=0 zNJL5LthNjYGr^qZj(l$q5rbFXsu~P3V;?FMtU7J%ayaj`B<4giOYYdK`blSwW^;?S zaJ@GbJfBH*Y(rlKp1r0DOB18lDb;@CbdMFHf4RnUh4AzdoooahLad!|(4$H%=*NRw zfh7}iRZfj7m##11u5P0Tq96;N(Vm#RTc20v5gB;~D#c6Q(i__beo!(I#yQa5j|>t} zt@J?$bg&{rcCCxRBX_o;_(vXl^n>t6$u_o_ttlQ@2WDsj=j2`~*rAxzT=U|6Y-#w3 z2~(at8&i!sCk#Rz^I)whF@*FDG`&YBa68 zOGNqJN`up@mZ?{~b8&)xs?h(vLb&34yGxcY{6Qs;?}za9a3oLVW1BS!oRQs>9p+JL zqNJSGK{+kPPI|;-8qm@2NWqY!XcvZ({B`Y&U2%o3mKomxPuXXqIu8|lxcPjIULkx9 z+pmLFl!cN5Pd|<}d_AA_?YT4SP2GR2uzvHKZt%Rg1f)~^B}5(kwl?omfsI|e;BEZ` z(^)$4xh)`M3vSI>>7_7-movDDhmzA8HM@1?d8yFX3K_iAzDrC`{bT1i4-fGP9($<5 zqpsl*!9F!dP3ivjAC+&J?DW?PU_mR*kx74hz4j`k0~YtWN{Q}W1@?uAe>jx%iAZu% zldk-A3%<_UYRbUeE5^~zFP8q=%u!r$5;p+>-Q@lP-p6%%A9G}PD_~A9IN7LV5{b%? zJ!#lFP!D6obki@3(R#Oaah>oKWF74(6r;J~pAfbw+@`&@*T_5{584>9J1sR zoA230$#p=#@!_N+oDxf@24ZfiEzuEYe2*0>&lSnmY9i_s{y}zh|e7?`uYn-p&^z|C&fA}7Wo}V{=OR12T zirGs(#ps|-SiDXt> zOex+!-{fKk>{dbXHF?rVhu}G~cU!@jX|8|<`&`YR3v7_tVHbg?pBn_6Ir`aDNPT@* zp?PxS%;{m;^u;pIvJ-w!Yi3>hw!{W^({E4C4Am=T_a@uNT+mkiq^<(iCY8M&`e zSjZ|9a`VR^8@+KQza6YGN5D82u;p0{I?sBtm@DMH;(Vz%5zB9M6ZwD9ni)Vk7vedWh(k_YtM(+Ggx zL0Hb-Obu~u;d!>JjqN@k+1DUP{P)Ce;9SLDep}&*TT_;A^7*yt#rC`sI3z8fFc~8D zTEW=(QqorM=`8xg9E{~CCn~|j>VVeZ#t|b7QB*41rLq~Sa{3%ud*@rliQv|JjWpHJ zI)Cx^*2w+^UCzMY(#l!vsMoOJ#1{gd$ST>-|1@h;v(v$Dea3>a){f*+A7jrR~X%w&o`&WCOl?9HlQ@;iXYCWE2uFK;PibS&Rmnvj{jh zQYUwhNI$-<&^R&Iy%N(Zv}!fN!>lCL7^_+p`BF0M$lr#(pgnbep)`4C@^Ma)f~NVo zqFsZKZ#a3M=4sQD!}3OpV@{|xCOQT+)CzySCQ7$VVFv^;x0;ijk$tR?sUz(4{M}7iqC2>o zmNZ8A9+|f$ki<$l;61&!*NV)45y*L8=nchPul5t4n1FhcXME;NH%WJ~L;KX+`BLto zQxSod>Lxvrt%PPUn{sQb{UM{CZh@!DZjv7=cJKLg4SA_Z>KISFLyk{uY?+lhnxloB ztFJP>x8}Ens%Ju+nZ@XRvLem3@U<;H-MTtIvNq!^b_~3}{Wcg{?HyXVEP-nuQnOn^ z$)(}hr9JTikWDKLfMZAzxv!YJ@dJIo(A2A?hUTiR1s|hSd;LR2+;$}_$0tQZwZ7@c zBn8@fOuNVK5}IF*!m2G9w^!ZgR3NLhX#xgM1U|jm#^yiCfrOp#5OOz#)w0g#VxpOS zvfLnfr*vQ1K5uxe&gBz*SyLV5>hMzWdW}&P@0=vy zU9^O{&@q3ECXJPEd5e5g1@ETJhVtBm?{j+emEZi-XgFKz=^f~Bh*)W1-MA_-RjSr}<;(s#5eqx3PmR=k^||7FzsC88Pr1C*%Go0lav>4cn4NyTrNEM3 z&6`0zmHHZOA3e*)RRhQ{L!NZ@F#D^rcRI~1=s$&*W_Vv|Yn zV^hjpx*W+#=eh4k$|y`KpWlqx3^&(+5g+ZhiX7GxhOdtfA-_n(DlUmeK8j!U6MxeS zrvu&maDEYFRIz)5B%=zfPRlHMCn-L@FUcT!u6VzO!8~gAaG$Qhyc`BMa5r^^`)+1e zW9^x6;`l+iZwnIY$m>RHc8j_PK+Akw$uA~+U1ogUXdFv@kO`$h6H;@;^P$YfK1Z)C zlwes`grrvVXJG#Xs-S^5SH0zFobD{zL2O z*HzSLBr#REbM!-nl4CH<8!YyhWS3GtkO3xb($T+dS;zg38oX|-8% zMhC_WBpRp|N8xLQF%Q|@XHDK;4AtnI9u~ZD0iJ<%l}$|WwzChf$&LX9VniM@xP-*t zvOUPP=8U8cXLa{%cQ}l!Me=i8>C~D@inkTv9d=hCD6O_5ofo1)QKhGd2$Ho;rAVQ}M)tCbs@# zMcOKu%qe%;{iH8vHA!FV$XK2;LO9=}sEsuzt6?Mhj}E4J;(M-;*K1r4!WuKVf_HJ_ znQ_87s<8Gv&h>KQ41de&oG*~0DgCa;WW++p$E>|QnofVq%x@T+NqMrmiocX-^|a?T zC_UZA#LxYbDDV5{lJ3!s>NvU4&qdBiLunJ~_0B-GIdNKMw$=9*P8ORFz140uWTid5 zQQr*fcXSPWN7`xS6T zXBI)aY2|d!248EVcdmG-DrCpuFISoNXY;zDoM!bzw#|X3PI~c57bKIWtS__qn+k}j zv7+(b80@Ivj+|y`zCCO3K=cv%=pB~HJ-IGZ8ngw1mT5=q*rtW~r*%gTO_8N4NsGt7 zAz!L=Y|e(-s}w*2_OCpIehr5e4x=pa#6EMw<@3IJBJ9L0|3>Xp?DH36D_x)FB=Kk| z06A?Ew11fs9VHHIr%YZq0w$}()(;06ft<6mdfl8Abz+x91J`QRK1sx+34u(E>LcJO zh>h!nvNY&Ec_t1#Y2Rv=RZphK#L#d|>8QfhjoS{zFm`>jf+=ynDLaFi^Bs8Vg}g0i zWHNSP;rQrqKJlav5mZ2=9}4v_>BCCg4MLqPoG5w0@R;EA}nCzIGjJGPD%G5YH4GsrB{~bP|vCZ=G94S z<4YaH>D|5jQsrqvvXJzxVjFK2t=BT6`7QJUpjY2HyhgmORkJ5=Q&jz)3OEeWx#5s( zeLpT>l$JC>u90#M>_I=@julyQWI}Z$Ah6G>n>U)hwmtiZr^bx6k&Ih<^5|6YevN~#p+M3)xKFlv-e>$2e9*p~lC#dH zPAN`Z(%jX-54JI>onw;uKra<)mG|iyiJdcoL|K|gsUTx_>t3}?nqggksLU&O4)UM9Lf)_OR#7sB23KO0*NWF`2qfmroU2UA zyRFdI3fgf$G8L4ii0b#*Dh&UD&Y7r7I{H~mQ(1fSM|5%ELV zr@mF_YsF?&_yT;q6$X`C?^%^hV!$%~m zX=rdZuY;ZtXY*GA`+>R>JV$>Lzxwm!&9o%(Mi8l=wB-2 zu_78+IyHi|@h7C(_Z439bPaj`l$Q!TA{RV)Cp&GIqE%dHaV>Ptgca7_CQ5%;!aJ(s zm5zisP1p{)u<*m4?Nc5#=q=Z6j;3#{_Z1%EUZH0i zM_*Z4sDBwyYw}X}C5>gOrBk9O!efQJRmkf#(m$wR zeaR5qndrmzB3t+wA1FLJ4CtN-|0YQFD5ZIIU~$5ndJAa%fUdD8df@sgO}rJqw?2Jtx3m z8d*|hBT0bRgKgri>^P0TEvD{R&YFL2v$oO!w?k*5iZ z_BlR{bjL>lYDP)>h0|-0Dzr`{VC8?TxbELiXH*HO7Q>~von=5=LsXTg1XLQp${>Qg9aE+CgT`XUyOqN`X!X+g1 ziInEm_@`xVx};~5UNanF%yFoIjTC(q_)Hitm?}+pgDD$cH&&Tlx;y%GOsT0Elw$T& zA+OiiA6n9~;$2RU|0y|8u^TT;$XM1v3s~HM7i2CunPJf`w$f?QVwYrgx<4NVtWHib zGj?9kI*W!;bFv6-D}e2SZWb#QWvs8PlcJh0#!Qv-dbJCl%zR5Dr;>*X8`*O6HHtHb zwGO2?q(+5I74O$56^TigX%i}S+%;ijr*BWNNbWA^Moq^?b=&g+#lk89XLtcc+gRK23EMV)u$Jnuyl6v%y(xzDt8R+NR_R9Rd|ZHOt$Go_J)Jp5&dPFVv-@mnqE4a!*+3@0 zLn50=^*U3Z%U4e39-<`MZo&$}~m>Eq03#uT&>r;3`&Ks2Wu>ugI`)la? zHGnLOd7kRKsoG5jgt-T^33wvtlz9-^M^ zv+lDQwyZ_KW_i*TQRaZbGPssdx4H-l*C$wpW*~!GS5(8m^Pxy5g3!3QS@4l|8Vnjni3W zhGtK9)YBSh@N7Gv)ojw7i_J;jA&5fu54#dWj;5<40Jj7&hh~?vsu#3YPR(rv`CJKW zG^>|un|M2(?8DgwNDUSdCe4{`p73B0JKNHr?P;HbtVNsr9e9;e>3pfwR~n#jcNLoV z;}$_9uiyEN@+5)k@*eK$1b$XE`gv}q{hZdR=^JPz*(p=p(;cX%R3ZB~jgAbIZM5?1 zTZO(Y0#Fz#EVo^2OjR z_WLO`Z}`qPWA`Ax9Lh&-99CX&$&t&SnR@bcKP6Qnc5)`yNv%fZWR}+aKeh$_yFB}V;~lNl;Yo_J1@g*8MIx1(6weTGaWc&ns`9^+-V+Q{8ko^}G9gsgUPuY%HyMs=$h?d@4A*G9?pH zaKh{Fh6+srlsmTT{6r{z)z7KmwCR7n22}u!MT)i>{OO)6^uJX|{giaUJ6f82dLPr< z08g@^L%a06wcydGT@o_7V|B1>=}O{fp2hUBLWz~LIGNVeYJN8E4T`M2=L)|y*suF< zn|I8@kBpQ{YEl*Lc#hhCfCOUBI3I;sl0$S70KIjekaI-AmYE?X35 zAWCH-WUmd+I`a8f?qaI^&8j|1KfVks#Mh}$&TKFx4m|q97#`N^Z>yZbZ0v>POh`z| zo3l8dSkUKI)~iBB``~J>L@#C4GfY?V2`YIf784`GI^9?JFZWP^ zoV=+bd^T6(;|d}qQ~KbxsQZYKuB53-6#16iNvA#=$mg7r8K^==4H*3`;phkVv{$54 zYe?G|3*Om+`x-y>Sx1$PfrhtwAX>|xW1l=tMnpj+k7Ro=9#pX$<~XmSXvd^Y1d)i% zaQ)xxj(j9gr)7^?Wskzl`b8-KN8D0-WbRz(7Yc<7%S4fxQTt@{hElRD=S0|;^4LoS zrKhjE^KEmpxR|7vk@{W{o1JmCF=7TS-PXT6XO-Bh{_C!7QlGYr`pWpg`-<0V7i5gH7I)!N%((UKhXa6OA2RVbG}_= zW5O=p6{BxnduH{mB%XnJgdR+4ed=EplY1NA*OHKO>$1R6Z?ZfvY zb5_MUHIEh7dd;{)0PL6{b5j9#tTSbsbKG2UzE<#uOcmsmCVcX=_bwPbs{GkqRo`Hb z&ez}00NkS}Jq(&O_qsVchXk_pl0igowy)ZtD&e=1_(5i#7v0^WE8{xvSCn)X@=~#4qIor*{mTS@l=5a7*wMRPu`sZ zW~0mdu#QD~y4ge4vj7K8w+nA&Q%d?5TARLQ<6qEGW>W7xTc?v}(5GStinUNW%TDn6n3uEELP8FBMO!l2`BJ^OU!p@YRDEu3)c(=>gYga z4my5#yuhA2(4ko6((V^snWI>;d=+x5^|?Y{DtT?pcdWdgtVgjIaT0mEAK#&XppLb>qTXk z09Id1ok&QieS+Jgj9dj@%B*8s2QeY_CX?Jur!~3oPgRY5N5MbnrGl<8Dlj=u>p_8; zn#A+5;z{R8y2hu9aK5fgH}I5A_OUG~{d!~mk*mg@10f5VCuiV(Yn}UbkPoZ*%%Z7D zt@SWk6#n6SogUpbw*ES{Wc z=8EFJH)fP^3$t`^HK!J3tdQ3VmAoJIn<~0Tu_}HAxaoZUYvx&0oZ+CWXv|{8IluME zRjXkSlYpx)*en9g-=Vnze!b<4Am+SAalnj|C=}mu8`c?Gn{MF!D+O^kNqvd2I`oh^!c=!}pPfwfy*R&f8kAJvG+4q%E zNul3X9YFtR&c#|1eB@SJhA+%#Q_((;3f8AO&L3U`Q>Gu<2xvh_VtOxiO3a@2qS_tX zVqqsuB72uQXTs3iR_QdK-V6%;sq(}dGL}Qbz8XVB3Abd%Zsa4|Un=CW!q9xsDrZv* z6Vj~Q4?mmcuiv$^ckGm7u$_bcfz$zs#+B?`xEuYrH3qdmtVCpV~S+iqP zW|qtL5wMzSUoaHIGoCT_se6Ax{uiCr$~pVC;v_=yP;tIj$XmsYgPlZD5oX!2tGU12 zA0lM3BGvCl<^s|+(3|pvzK|8|G?93y;Pc#AalT%|@^n&IosefSq?WHpY~dZKW!G+X ze)zJe%x+pfHovV9d%uRff68-(%a)d~6Q`iw0}<1b{e(y_>l#B5BH6(T&DK_O=VPMD zoU2?vl4Wuf{k{=83J%;bT~XjUs@7+nJP;oy@8)g=(tL}L>~RezXVwz7(~n+@&lMaS zjPjCho-yR~mJBL#COsPB3^>2i1Q$~w_q*>1_o{DHq%ebfHhMFl^AoyP;;ybm!A-fu zyZ537!fQL*$HtCr`{g(lz=sN>Mib9K#)=`# z7<#CP;XFHmtFtD8k$Ds*6I2M0ex)XEd3u;^zLa)vIZLGXp(5{>(NrV%1~qzSV*OCm zt>ITCy~oDb43F8YDBHP_K6|~dke3Si!!?EqDc1l-z{rGDrNaj8QNC&mE^d?ZV4q$o z3H~S1tw@*aKHuAs@3RlDp+*>3Y6_3oTp@4QurS)>)IUoUE*Xec5d3>gpu>sLye8qdUS;*VWR_Ai@34SZN> z^1j1U$)CS?A17aGNQwBp#otPw_%J&v=sks~(hZ8mPkeSN)OcTzO%zVWVm7^m;Kf3~WWm3L@OG z@}T=Vney~4XIh>xHRVN{dV(SAZ^7Tvwbk0rw~+TLk_1#h@-k5xF#o225LiziE6$Su z(w-|?luI%tkG@@_DE-DydHo*e`}fEsBks0R3%EIvPZfY&9EHEGoJuVPW!Zg@zE@br zm#P#$ls&!YfYb8MStOw~U#Dc+W0InZyQfD|-cCJtZ^b3(1U?L#by66e_ z+c3NGOkS?P&%uvOju=5Po3M-YKzypun4M^yC0%+`8Wo&tL=|2u35W44 zEVVq1f==9s=~kF3E;mh0;?7H|3=vaQ3a_GT+)%XU38#5uZ+s&-@T=zWzRR(cq6&sOukP@gNV{d(}KNbe3AlHd^)Dd8@GS z4}$p|seN?H&yH;L&SB-OG-J1<-@RfzGXT!#RLG}moUauIOAwxt_QC>go`&n`O6($E zO2)R7@_|4zQoNAN@Co7`H~!uIV2fKc*t~~=%7wrs@e_8jqxQJz)ww_MsbWGDBbNKi zW=PFy;`|GH2ZP{9UbRtUWnHuC0*DJ!0*u}!43^Td$-~_$t5eH7+fdQ2eHIOgO+IO<-w%KpipQOKuRS6YnR17RAT1q=bH8S^ zI5k#e!wg=XI`-P|Dd!ow`K>i)20(lg>gKKHc|v}6y1x{knr}C5|EWT#BD|o>>JVAr zjPxDV9oaNKh4-lJ$Zq^T(-Xm(V~SPB6orh#`kb1p(v>u)X;3RnO z#uZLt+NLWok+^Y9h-?n)iEODEA$y0>gIRL`DrGvWioCvWlKFXa@>JPg(5jV>i)+v- z-1C?Y1de<4g$Fy?_*$rapOZXV6gE_I6*Xre4gI<~YtJBdxFX->ghO|IVGbTqcR-)* z;kuYKk+YN36B;D;-B#FCA@v%GYZtE@pJ(g1YWu+9!-wkpTNKdqT(e8wYd9?90q($) zmY=ip)L1?K#j2YY&nq>(U6PWA=mvYqOY?IK7d$o8Xx>)r4zRjcYN#i@WqzoT*K4pO zb;8)rQ=ThI5KXUOoOiA`MP4h;x9{=xO?}`^9=kuO+5Y&(TQoG;=2U*NRDQCSMEa(j zKG_ozo#Jz)i_E-rDewnfQVg`2U8;$0WM5cZtTdBq>_1cpRu~*TMX2jTexa2e=*ZZv z)bcEvy;5IDC%&WpwrBA~K%5TVTX4eS)uE`3A1Y8YVnquG+(7H8kWQ@!mqcxA;r522 zKsL^QQFuQ5e?JH@GDXh}L07Ls(A7&`D^PHFSJAH_SYhZkKKqZQW2~~zw|6Mn^p)HM z<4Lps$IlIEzwUYS63Uw?Vf(ED)C;#2@`r2SAi4DXWg5w6pp96S%%!6^l^A%**QrK~ zxj56WFlDbqHZ|fZzzG-_|0%9Sw??xO=SRg*rnujwGf23+tFPKM(+@dD;I5D9Vfa1H zq8LKeKpb!=Lzg=GIIVrVi5o|ZNxh)nV$&Tfi8!|{a)~ql9&?!EAYS5)QQ<)69 zi>i?bN3My7vfah(<7Vzh>2YOr6{Xp{g)gmI(v+<6`mPF<=Zeh`c)EtXRistCAx1Bh zf;jxP%O@s^iS(Ry6I`d=R5gq(D^&U2u1PieiOibYic2c-Sb?GCM(9Rlgaoh83adhy z!|HqAKLlybk`;c#aW?R#!t#b#b8ItY z+|?u_&y~^-B)rM3?iGS(K`BhmVER^}FBNM2Nrpse!wd*3oNr(<0eJ=a$qM-TV}-p| z?EgMw*SaRa^ltWQpIQ@e>2$WciWj)oFyz$*4l+zi&50=s5Bez0g{XSIK|6UO24l*j`ed#%gTVeO)Tnj$ER^7ydQ=@~Z+N`MYlTn6jZ;(|xJ-n#rnx%vHTRd>3QL%l817s5Xqi)VUtv>)@HMWV zxz3_NH4r`m$UmiQQVl8#v%>_K<=V6f!OV!90Ciw)m2{VjS?=rPU4__RuF)!lDv~2m zXP%*N2)C2EYKP;2^)Bb|3grZ{iNpGR8zvoJe2&?NSZs)0oI>mRm0fGv`0Is@ed9O{ zN-lX&aye`=<*r2N`Qj{a$nw4ZTu#h6z}z-Cn_Hz_^p12bhefHJ$Dcomt6IXf)O&VJ+@eczpx?v`6;nLjHPvO*R zY`@P+9ZP@9X$rW<#_mwoPM(3|KY5m$A>!N;gN-@PzNv#Fml7&zwL)Gi+BL2vcgR~a zfz;unuw9IjHZ@ZKlry=kr=l&7y_!fLle?Ss0A$7^l1NQwts}-Las82kV#4ga>@P4+vUS3eI2VQIpe=Ck7`i zm^}ZIO(`)G=Q9v6c9Had(loO4+NgXC12^Q;k<#zAg05jaoRykH0!~=B6=v_(aM~}s ztP-F9S|+9GqmnHbPzRiVmv@6VNmqj>(__W?hijbA6-wbP2j>)hchl&UsJl31^klMf zPa$bDf9_RTYT;d4rz=NGq<^X~#!t(6-{9A8ljf)p`%l;43T45Zl+d$6Mn{0;__7|db;u{3IFmPJEJow?;KkHD0p;})3c7wg6bVTYVU^%yHVNb zrdVCNMtiIfeXWRlTD2M`gNvq4Y4XrI6n>DkC)wyUui#~3Aw8DTC#%ZaGlu?j$Ien{ zD4c>b`dtOc=c-e@r*(oSPjjC$Wgj$7`ZnkGc%%oEDY%mX}0aq$OKJw$GFZ>s?NqEVNH&C6r65gG=*%vOb7hp!0RSyC2b^ z0zO62&yjuMFhdukubaE6)qG?fJDn#F}A#W97DBZBWoq|YN6sx3$O1M{+1j8fa zI`ahF<_(u=gO)z1Y3Ee2#&BIO!@lirCknTO;UiH7R4ghf(3EO`MBuSK`#YYGc|<=FmJ>_}qgX z{UC=Xa7$^<3+XrRY4SEsMR{JgtZSMPETiA{V!N2;NxZmv!KWw~9km@f6jX5Qqc60f z*H*&EY=^m_PYo+Vnjf1Wc5!tlfNW~`ZXimFz8fl$n?UC%6C<{*v^*`$O*jWX$Ng>g z{3SXN<1|-^l)KJzw7g@6ZpFf83M$ zvEuC-N~A0F5D{eT?$yD{b1KnWh9An!v^pjng{z>!GKpx~L1ptjHy}hpnxbU7k>tI( zd6L@4I1$#-jZNMxGvMkC6+1}n`3FqtpsXXv6n?G9S9R6oQSj?K_9j9)U_(7nO}T^I z1Pwzr?e4eYju`2mY^2~02bt-91on%{dVFsqQ3+Y{QZiCAN7E9P;$C~7)eQl7sqSLh z9l5MeXQ|^A^cz1<=p41>NW?fQbtlJ;%Pb6LF?RH0CPJRo(T9~0qns3ZL@r^$alS>s z5FK@3E!=15Wzux7r8AI$J8HL%ItgrN@jrwd^R)tfzNZRy@g6FQi}&c4lQ@gg99gBgymuegy*C&gr2dsf>Vb9ReO|iW z-&gFZ*PxKOPGlbj8M+hJiF#A!<3_HiU?7UHTLEO(>ckGSz;a@0B&dE0;`}FDLg{JY zDlP3MSBH46N@C7famrf-*(psGoT+nj4FK3%e`>5(H#-I%3bM-Q3VuwN(j-7>3dl($ zK_hVVTn}M?emc(yTxJNRmkf#6o|0W_l65Egqg+hm=o|& z@pcWm$nlt0@N|vy^_#w4NoY%PW#G1M0Mcbr>-C;%D z0@!7ofS)SN_o(Xin|NV5VOe3zsjy0~oT8mmLw5{&%e`e=b&afwvTyPi?Lju?;Mwi{ zkn}yTvw~6nF z2~f(4S9h)rD;t<Z#rEA|Ap4V zx#IDCDOp&z6&GRWpzZ{=}@0hVs!8cfKN9=6rjXt866d}}w$Cx4f&NB0Wy`egVxdQNzYFRe*ca}x zB3EOc5_7&Ocr2fAvhe;C2xK~AD3VQo`j8O2W6FFCiWD*!SuW+1k_lO@FmP4i6X=ht7ygE3zWjE+=_kAUHhyo^ut z4!?XN%i+G_E+^4Zc^U4X%bNK#0wiri_*_@|8mI+*FLWl&`8j#4g5m#>BY&} zN(@%@*3Uqyfw0$E)F+CBq`Uq^)U)wC2)}WZr*=-iMbBqdt))bghak`P8W`h$SMvDitK@v%FLfA1yNt4)f-hD2Xi1WZ? zf_e5+#oIN=9!6Wz_ciyhiHEY^DRXBZ|7(|x3e4~@YYem9C+F6{6FhhGw2-b;{l2q1 zFwWwxLSC*Rub-mHrZki0P-f|ga9<&>*Lc#rpZUIoWy-3Ek!zZBTPLUZKqd_KzB|2# z1^-lgr(`#|#G+L_>7F30;A1bVDIOuI_(e=g0@Kb1Yw)S0?tY{KX z%!+3oY~nEfA*_8n64?${o`;If)_%N(JXctnfz-PmDjSvOifbczthjL{_6dQ-Wc3h8 z068QQKm@Z%bxQxyaN#}X-0Dz3SeZ6uXj?KONR;`!0 zb~c>`+M0ZIuqryFWFFM@8AM7m3n^yvx|!4+xuSlo`fj*TKud2)e&e>2;bO|u=3>6T z+~s>*%#55y77p4GkC1*$KwjH+WDO+G!hf%OFemcOh_mHdXu&TW{FANm`48%pVwHNU zz!vweVsKl-3fPYCDiSZOdLYmh)fGIe8MA1k=;ug)*D*iDlSb=1=Py6(k@&DzhoL)aVestfwrX)umngP{tfuriQ=OxppGoHA?bTXzDG`0 zkIuD5d@O$KMGniE?*Tu{&8SV`{|(~^DEn1>5LhXetua#1pS^X6Lw&YgmOlE>G>DVJlPF+s*v|{jWndqqd)qZY`{Q_lP9J9lBURn z6Ht-kT-^6js}YWV3jE|%*`>v$i1P|eAcg2mtfq6W6urajm}kIn%07w?SRrfivBKUf z!p*|C8`pyK*Sr(YthZ1;^2tJ(iD2C|!4F^C`*^?E%KRV`{FHK9i%wcmd0^d*PtjxM zz9JFDFOF7S-z@!dIzp1CMm}lcGbZ31X9qK7k*QMRv(K9y=%wQP!!@2Oz&N`oQ_!W^ zGOW`E|75s>lyy{c6Fe1R5kBU~l@h%c^&Zz<_dfZDJCroG{%B@%R3G?qZW!O&i`j+T zj_LuhyHB;Aq$q@+sc|>LSh1QQ<>aO{Dh;y%+PX1CS`1$R!eh`vEpHt{!*rtFUDRK`K%+F zepAt}Ayk1>r&DBhph_i1W$j5z0QqT-e)h3^%T4=COM_i{aO$w9ms(_VD8CJqRf2mI z`F~{IT8y_;v~_*{+iq8{f{n>r_S1Q&k1iehLZV66^73WGWG#GElLheuNbYu z@KKR^WbjIt6S>N2z4sS1evp-#WA=p0JipNHapZl*ovZ((zm*`*Q1uH=idkmp{>lvJ zx1QGZT^?ph3%8V!c*mvObG|>j_i?~(x$>)LSB7UT+|myWcUlWioEqwb@TwNP>h7nj z#@xJr{D+Mh*g+;Ah@bnI0%bAsr{ecMKoHI2e2=jcbVQ9{~)%lE8Dgv5_Qugs|0d> zfm_=>*z>R4UknG8o~vRRqO8ws4#5nV&!6s<5{$78eg#_e!*EgiP zrSnxl?4gtfU>7W4190{{04(~A2h{jNc-a^cuzRkEIie`@M41(}@P{fFx2Su1*V zeEq4SDeE7u@m`@5iKfA0%yHO0t#;~y-z$Lsat)$r_cv-~>EU!%Uwb)uW_08#e67K~ zgAMPgUD_A&^vx?}_Yd6&yO`aL&&m18JM+&WSk7p3AUc~CE9!W!TTM+rF zLrFU&o_Zbf#Q%Q9YkOZb{aD^8FBR4jov++`91+&5z~G~M!^Lp%vBH)H@}=VXxW;Aw z;jj2Y1NR9py3V4_8vmBM@C__Ktiu}Q!9GUgZ8@#$;-sB>YqI&2O{S$w&xR~YU8HnzAD){Z{r#PVe@HkJ@`7rTO{HVZ31(ex$ zNL9H`&nf*ziCm3E5$jlvlZSiLoPm(dg1&uopX>QAfl3me?p9EdDUa^iw4Po~87q@j zf@nnzR$jknXF+jWGd{q`ywVee+Yx~xbaR^g<{%SDFAk@*#21l%!6mcX-7D!l*Sz*T zdTn_;#Gik;14Wo!?=3k|T8B2x8Qn=KEUx#nPI#0Ws`~wqigGF>*kO6*N6FJkV-LfXhvy*S}A96L1T65-G?%81eL*s{*99XNRmCq(~S;||k_BrgSvdd|J z$;YmI7*x)x>gLy~4N`Es=0}aX+3dN~ozW{36n0XAQlDHFtR1(^Z=0_14To_jjdw2O zr!=()OC2&@snM&X?9vQ)B&nv>r)Q_{I?9)v=Yt%2ktS zc2pcXEy_L)oXvU)UEP652`Zkl);(pbQ!vL6-P!@ zR=n{GmnQLIi^F;5!G2YU{QBVs`<>jmqXDy&Rr2zc@hrFk%&}0>< z(~{LP2e$P#G!;dxbgtP?`2@|Gz4Q--!fg&^rOzhqte-q04oMTCfCw)}>ZCh6-6gf_ zIw2F14fa%#E6{A+RzOCq6DMz%wTYFV(x$VBekD01Zkt*Vva5#^$w zUs8VUW{n+&Lg4rP#VftEY$(aUFr7*YcbI*@YE&jBPnn0I)L=0P=Q$9XlnL^Xl%O zOlvlKAkG}l6Q0bBh+pQAWN>Gnzo5A1wAk_bQHk_9kvJjnUM$xGGlQS8d~C-7Q=(nW zz3mMEdzVhdaf7kz>_gHNAay{ZZj$nX)Cp zd!Y(Dw;15Q@U`Mn6Zco|eFUtpbTw@PGlV!Zb|EBQ&kD3pmdv)i-Lqw*=X8aFcXb_eNn%xxyKKpRLVh&& z^bXRCfku>_xl@Xeo=Uy(U|ZKW5*~#*b9mngk>}eR%*C_kFpk`fgLkQLzwTkE;$zrQ z+U4#Mez4t9Sk|$w2w7lzv2E{lOw~TcA1jXt&9N#6i1mE*NztqnRe1*OnDd^WqxrER z72J$UqPv`-DavYQF`A+*<8RRwLrz(oL#{E4_DD8NmSnmD5M#9;4tFK!}j~93TEu$$jSl=mgQ+qT~L;_NQZ}Y&c?weZ#aJ%Snv;^hqPDB*phVm3lEDOATgC4OZt$5N`|3r3k5@ zI(oSVcl4fFjD0=_>c?_N9;$C}$VvRYqS!q0tlwvkQ>O4BfK*a;(K=Y-V`A?pw}!6@|Ed6mNwq2Q9Z)DbK07P@JU#7gJ9!4%1@>A2!Mz3P&8e5~ z)B9*Zobtp?+&qWTn;p=_-hFZoUaU*(%i=UExPO~@&J>nZ`^{&Q@9lfVv+iWejl8y= zzj(0Md&N~}#&ZS3g%1_i*XIc0gS=6VFZJYMw!qKSMR(l^Js(a9xYiQK;mJ~at+20a zIDucy_1@jAWnXt+C(`e~SDdb4+cn~|J){wU)}`j1P7LPv3hWie6?fOS-VJ}?uh+|c zOty|D`>^kG9|Y^(9TBkZ<@u*sHlt<|ffz*+n(u$*mJ?#*eHMGrj?Vcb3EP=V{O2|Z zoV-lRfz==02Az71Hud5x-}^W}w#k|QATa|M47S`&U1)6G#aj`9fA`AYV=pCBKo{+7 zy!+UFzLP{ioL*r>q;m`NPj?UZn}++q>a4$EF8*U^InB8Sp;Ee=dnGCXHQgnf?p4oX zj_w#s6@NPrF}p^Buyq#G3gZgnoJ3_ZdF6^8cXcSTnY~~4cDd?Qu-?jzt>3Y&=E#+I zE>c9gmx)EZm?!#JO?<_(P4oiGq!r$0f9QP&B}gc=Cug^5!r|*Y{9?&k9=hDvNV46Ow0**c7QoDMUk%no;9{>@JSk z=%jDR-Sok&AiGax$;S#Kt5ie2n>N9lcEy7YCAyP-YV7Ojxx$E!%|2+t%#gNE_Bk+{ z!A!HkoO*s#q;TVqh(nn=9+0K1WRq@8$lK9RS)Xms#`0kHdIyibP6UOzc!;b|o6ow= zPJ(j+R~OC9!&z^oXRp0Dtm>RkY0#Wn{@dMvLkn0=@sKA7jUm#Qq3-M-^j^W^sbgYa zocLNUalWZPUc1Mxzm19JcZI!I*ylCKDodxcV5LrNv6Mk|B`Udk%PkW$`KN?R5#l^^ zREn+`a>n_Sfhcqa#-wwm#nGe3ihBgmmE?351MKuhEqoOqhP$qoSs44=3HeS9uNSzX z(`s1q3_NE^*3J!14pgI^P0Q^>2oli5i}WvKkVPD0J=ufE33y|6bw_eA@_pko=!u{5 zX8+rrgIugO2W}j4n+QQ0HC+4Ab?#B^)&cNxas=`ovMqg6>oILwjdzO2>3sa@}i5PpJoWl91` ztiaq-cgm|`=fZI(oh|NS_3v+XdHnlw-48`qhlS*wo#VJ- zv08>5ITNngEvf|!6N{ga{p{bx%|$)g9S=Aw&A%%AfiJaGrg@ql4RMz9OTe_7-#9#{ z_arx!yaHu0-jDn*bHCh9ZQKX$h5D2iFCp4F{js){ph->j#& z|E-odr)0L(p~k4c{fwMzGTJ&u6lLbGGhR5^)eGbmzA-Yl-l5Hsk|9#WKlXO9as#H! z`eChuP3-fvf{~hbZxLuurT$U3m7wbni0z_o(IBUzm43YAg_haZp3i?f-$L@DO}V42 zJ3)c4+fFE~JwL55DBN;v4phkZ1xM_&xU}g^I?-@ky8F9st#U^2q-^5~mvi>1;)tR2 zzheKx=V%oi2Yf^W-DC>h(o3_;`Kb6S_`RnZ*IA`kx1}?f?;Y9Q?7`9Rc4~E(1ydB5 z#`9ZIr453ue|r1%G-+-X_F2)cL8!koPs!yZZezO!l&R7`hjIi!>*MdyGt}@^fxW`G zA{MD_(yUCT&{xU?&&w&^iv80%SYoI)SFhX&QJ!6qilEqqlUHY)gGo6Jc?!{{D>GIP zFei^OrBPljKXGCj8+s0!(0o;VUn7_qFMoy5jR&^e-wEfr0-qI)L!y0T6Su~uG}cAWjq7xaH=TV1RK1X@c()1>0dXZ!2@jx+&U$`S zppss{x;OV1QP}6QL7w-mGF_TZ!gCJM}t zr-b+E8nB0X<+?BRNk_xRnaM=o6%D0zQv0kAa>_P#o|~R4?CTmi6KYHZa&Gam_H2x9 z-03cvye6Eh$^0N8ITs#u@j2?U2bYmc&JBI$xjL7B^KjgRkNyuo#>%$6ml5{<5lq_K zU#T-8%3a+WCcU-jIW9a2K1)!1~J^fD*SOG z5sqB24ZEPtuPMpfq?vYP?>sh5P(CQ9Z%oejXKdps-MZKGLor41O%x#;pYC4AAgjZ# zZAm0Z6@@Hq>~n=kQH5=c8O}%6B*mUmWzT+Fljd_NDuFf6jHRu{BgfgRLkVjr_hU{# zpe%aMo;Al{Ef1r`Gc!<9|8jqL@y1@KSGbY{j%%UqK6!bFMCF}~&LN?^6Up{5bt{0P zJy-i2yG!#^#q}SqaeY->|KW3dRGfG@9YZ-NV|&V-=dR6nF7?Q3(;jWVC7l-eWJ7pCnjV{hW2+3mE_#;u|eYddq++amh<|N*u+DHQC7+0HSl!}OYYZp5)bX{cZK~A z*AQGv6#RnUy(d$rVA(xw+948?eQU-K6ytnUw*n;VM&5y?&XH_Z7_6eSq8FR#s6@W! zzTxY^{t;y2z%ioaK+}AWIyC}YHpe~(%I#rOf?k2*`;HdZTs@rz{NXtz|3bm(Y(WKh z^ytRjDNx@0+?;HXCoPDiz3vOC;wyB?x19ICXFVMKy1!*`uGU#+G!{~Z&gs6tYZB2^ zC4x-EupoRDMpzuG%bEEDyF>ly@)X@!(9oI1xf@?Ocn25W!R*1~Noy_I;n@}11T=@T z;^JpupQ{eXiz`VdxQ*wC%3K6J)3%FbJXc|mWK$t6Ow*mKF#=iKY0dM zukQY@=sXLSS}Sfch~^;;+9@XBT(QXiFBR+}AspxI*TE@OIKBH}wS4ELZ~QUPD)m@l zpV#m=T+eB|Y#^mh%F_LD$;~L(E}E(S1yL zeZ;8B6(c{XB=&6+tL(?W%F2BC9`6qi;fX!dFm7iG^-h7ME zIlZ&78J1?#A97a9Zd@H?I@;rbZRM@QnTO()Kez3KOMQL+e-5X4qZGu$8HoM1Tz-Lr z2cr0Wvi_ykAULfs2bVJlhlDyu)VaZn=!kxAy<8JE@31{B{JA2Iexsw-&K!6vKgZ_b z&L^#ShI*dGlQPy){p3v*Pss{F3}O8A-|gSKY5>W`Zc0$@l!Qew&#a2FGq9f7=6O0f zD%%q6aoSC`e#~W#?4l^6`J6Kf=gj`0H>#rH8Xxy6#ZV3oHQ8EG7M{>#Ql6F8tNEbi zdrF@6OMqVe2c^t7ul4`%A*nOWu7~8}%)>cM??dIwE{W(ai88vySJL?0CmHkie@`F?rr z*Z>Ae%LgwN`0Ei^`p2dNi8?mz@yG5-@PR-pr#(RC-H<*|o8$lXOoqqBlr8!5W@ zLq$51PQ}-mGjY*y?aV;DWUYVpgnX`WhFH~c+I2Uz<_4VSfFF19#)f#?hPxQ)1O^Tn zx@v+am_axk;`H7Ycc<7t-3^EQ42tvpP=U{iaQm#-uc0ULA|b(= z<3Y{VJ}cxwEuRVDvXq~+cRy+CJ-=uZ?mO2ywu9<9xspv?>x6%Z1vCF1pqc0L{pu(j zb0zol%UTQJl$K@c2pXT4J%@eAEgfh|4B@feAvdL-Y)W$aO^rN8j}`deDy;t%Aer+$ z9|%q^0sU8B1C+omZxu?l?J(Ypi8nRu!&kv4hf)QFSsV+B4c@>Q719d$kfasQ!t zS_f~Jp$x>1N zas=fq8~Y?6XYRAHeybY?7^XAQY9zK5vy=UERN76Q3PyL0#FnpquCVuO7`uys_(A-f zI)$aVb{C7evpbaxdT}}bRyx?yyl0X{pIA})PpMiJhp8-^ivldqt~?xX`{e!eRbiih z#Xhd#OPsi`>-AkuDa@l@-DLjt6p`pspnNIe^s+lLLaL`uB{e0^IZ*cy$t03O6)^P9 zIfNGsKg?deGC`-N4~okf3P5d>#Py3oUTpQXuCvDhgY_T@6w+%A+X{-+LN?=cGJB$< zZ>kcA#)^Eted#6VgPUh2p{c9+ruA~|3qAeEATx12n=W_40zY^3OM6Roeao+;xx^0@ z#?!Q`VX&EHlPVkUDx13d%EzV9NAX|Ra|7sP!4pc(YfO&f;<0JwQXbEL{2^H~r=H=D zd*Gmj`)!ib#m$qpj~_wPLDNY1-d(i0dbsby>qxlype0A3@Uf}hVZp_(6Q7@E7REu& zva9E6d0p)CeySis>(e#NJ}a)zzhWPs)V@FI^?3~#62+gAt5H*8-%cmP5;+lt?o)*y zPB>hl;ErS)hwHtUY|*!l%}jDNy!o(VohxfX^H^aY*RbSmDRvQ4^KwRSzdEzzGoKJW z(IBRx84HPijsm+^#;Yy6Sj{|P2TugIoZp54#58OAea3?SlHpD(zja3pNvJD5A%sW4 zy``;_Co>VI=9}JYa*Gl9$CUafX(lff_8%&)hYZZsNjsg3pi>RPq;kLFE@y!XmeDV9d zGW23AdjY-c6F(F$M%Avw2nRcq-Bi!fw46unobOB>6L+zP3X(28ReW88+&%ovmLnfl z+cT(2-Qu=+4`Nea&t0Kw$#tsJ`P}rCPG=7sz2rSP&My@_vw)~uQax#$ZtR&rMogyo zGj5$f2J#BeQ?#gkVBV(Yf)-cLFKf_5=Wdj;UQ^6QwR+5maAByzGUTzkA zCO;+VltAM%IyLUj`2f~HDZkK}#q9*YVbcCj+p;_Jue8KTziu98qjMCU*|y5uk%~R@ zpjY6%!gYk#_}bq69DQv0gn{;))q?*%L@4Kl`@f@8lJxwJy&KObDCW0=*-*mFumnm? z+@ecwdc&~^kK%+~7-t@oVn`4p!jw)P-Q*jneg=@I@T0=tD^%sa*#a z0i)LCH;%?HOq7MuFi{?Ob)VcBdrJXW6TEWf;Aad*XTqjSiW=MUi+=WKPy7avHKTdn>6p~4EbHyEgGt!`I{t)bKKMJOyl+}ipm;zt?$f@WRAlqdJy;$SZHU9b^ zboPUC!TYx_^v8*Wg==?9l&0QcyrkReKHreMzkMHkBIc8)=sgg&fjFgxf(1YIoD##` zN|i>dl=J&ia}S&+yl^_|4mq*_~v@Y1KvGpyL zpknN#y;Lb5kyMiA^_$q1$DaL=G{M6(LeNSnyy$Y;Ddp_2oq@D7sQotgC?74Ux9LtK zFUbirkiUY)Ux%V!`h0|+LCjUfql#9`uHQfNP^2Hd{%K2c@nFX~aGf-o;e%tROi-{g z<*nlV8sv!p*q$?jb#Kua%=~;13+Z8Xh-1U%byMj-{#C(#<=A*A#d3YC!2ecZ`d2iy ztxm6gzd}EZxVa!CP6&zP(2u2xBKzd~IO?5WSX$ASilV{ENxWQFTnTs3nJ4J298Dt; z(g~jLzg2u+WAk(ybrcuAcHgsAxwLUu%MZmrD{7F$S)8M0sXuewo7i=texeAn6C=A_lnBpIdc@*ug{-O1+W9x>9?8~(wc8BtMxgE zV8{+b7T8v~f%3Cn|NNtUfwHpDPOp>|f4}?7lWDb->sD&YD%u=D2(NP3%4Ur`VZWQKIrT_ z8o8qNjFn5kFxsOmXTTe?YhjMgh|%mPPb;^ixw#{+CWQDO<~k`_O?*xxdv=Qpo53l1 zL%pGxyAf{?Bb&_`Y^vulX(OS27CmQm>Gxx~^sY4z?TWot#FO$;AqqRqU0JiWigDk# zlH^I9PHDqMe+!d@Z6~d04hqw4t$2D(W99ynheqDTGRfI>*4Xug)?LltD%|&ej95r3 z@a*LN61fR7No;2^b}1Td=6TN&kQ3g+JLhoC;#`JGrH{G@A4}CUWG(c@5b3@>lqg-F z^s(aW8lZmNy=As>FZEIZ{MT#zauO?bWcH9tyudKry67j5|EMs0RjgaM`ShY`0&L5n zAyy~s5tqWsIit1EPZOGBhe9bcNG9ai`wy9`KVZ`7@t@AW&F!_)vh2NLZFDCGfAHSW z*0I7Bh#A_xZ84c-(So3G$+$xq#~qbzU~Z-R%P{XxGI_f!Qy%y2 z&Hn2@K%WEbTFuipyjB1Y<!zu)0aro38VmD;17cZQ#~c`@{NC6(;Or<`!=`ynv?4 zI?s`_ogBK00cOgC)Xov*&;NvuawgZ7<~pN670l7M@u!NDYJe-w^XyDiDzxX$8+^z|cHfZRQEIkF z59S4DcC?ti)LhekJ;CngosM#ze6Fz1YoHj2t{#Y$#2SWdhx4s-^61>Xd%p(v zFWpfmpVLC}h%4on}Q6N)Y*qpGq9z}ljc3XapJGzvtn0H4_TA* zC}!%~6ppc%{2=4#d+wQD0Nb@I#i&~R!p?O{mh08lqLR-kcWGa&tgHr%1`53dK)&uJBPHW}MA!HE|vtHYEWO%hPmR5S+} zP0cY+rzE%lf|A^WaB9Uzh51Lt-+}7Ag5Js_=R3i*mkQW+;v2dK8J#sp%O^zjA6j8r z;r_rqzx9AWmB;tMBv;&m!WKW@pgfjG36G)uTWP8ma5VXY!>oZHbOBB8673j7Zh zCKV<n6QY^yM?fFzEeDl}K);jh@|=ODcN*LGKp{5?8%!%^8SV)@vUdT(U&v;)B+kMDI& zzRW6X;3@gM&inJgxAb_kfh2E?o(3H{ob1Skpyz@Gw}fqD?gpKr%{#i0o^D7C_Qd-X zoA1$-3D7iQbcJ2Zpu&M081LNbsg4Sn%;xy0fPG%W zV4G9ga`EoY`JCuDQ=Bh;22T|(BqR38+f)PEjazwUn8dD}ynmp_kz>WzHFz57GK~yW zp;D}X&ghm@*{3r3xZj$bPiXwU{$1FJ5+VFI(m1U7@0Inat$WlEB-o1uP5{9 z`}I|U$Ow6^ui5D7I~2u&i$J%o%Z<`t|jc zMxRV$D{)M5^$It%bv@lZuvZvYc%?ya`3-AzaN8Y1hBB#7xx~{l5j~vZ*L`{TJ&JA4 zT`)T9X8l)J^Ry?H>+S*I%QH0ahUTYKyu?*;Wpie`^}oW|Gwf1Dfo(2U-uf#^p!q2kvnxG^Un)eY0dbBKp9yR{NA*?k z_X>TXBsIem5%AMH_ZO(d=;)S>?yP^wcjoN$OcSd;Z_T6E_DYBr4B(E#6I6EIR1Dr&hPp*jFur2Pjcx!J}PqNImGpC z%`6yXW6o7HNR2x>d`ATESy5(G&9y1H8^M{1zoy*0k{WxXcmQXD1+)Z|6Bq z&h<)=_Nk(1YQj~>04d58_BM}-YeY!tY?Jp)HKpXQ&f0U&NY}n`D%FoWEG>r^SUS*V7-}i+vlXSWA*Phl~5;HXen(xt`Q+5^% z!K_Spt#iIfce0q&?$(eiD^}-Q1;a(~(?o(N8V?mvU|Ue@@aU$eeQ1(1cU!6%8PrUx zkF$DYdiibfTt~ebDub$}4^pq~iP85Jw~$^F@6w@u7w$LryttGYr!MF1t;~tl^;z+L zjq9_593xvEA8OAo_KzQv(3~e{r#DJO^L|p5)DeNt>LWD~Q1ybcJN_DZC*|~0MYCf& zRp<}4FqGf9^FOu|Uvfyubj4In8h&hoUC22K<=o;ljK&eWASSW?rsAHxxaT@Mx$Yj9 z2mm;ymdATLTlRvm<(zRz+L66ZC&3){gXa!={F^930zZ}WEttg^-=JyD&lNAczQ9jc zbNk0a`rT6PJ@rwIOFPrHN>skMm`M!ACm&6L&*(0-CRyw6J z|B6ZNN#}RP=#6>OTR%3*b0>bzu1O>ZDspw&&+4}4&K}&vc_}Q%$IlA6MjT%@HEH%^ ze!BZP@AanT=}#fV)4tE5$O?ef!B11!rpj1O4fU8={N2NC25i-johpV_#BaLmO;J8* zHPLM72GCZAJs;WGO^fxFHi_%>w*#Hr<`*C5$4WqFx{kRdk*t4%GO2kt{iq0(6Mpm` zJNs-_sw~)@(A4wKcW%$WeUOW5Qzl)}*iRAGn0oCqi`Y%;lyu^u_*&Un=cztd?#v>{ zH~W-x7U9Q|Wi!UMj+LBL5LTG%QM)GbcEfQ7*sZ%GLr`ld6Jdb~P8n29hZDp@;wQ6@ zA~hwMf_Q(IabmkTtwEe`Dhip(pVQp?;Ev`H=aBoh^y+^%`rz}u*gtNPr{%)@vx8Rj z+TF!i4b~9WQiFX|P^RDGH5_$c=0U%Y)JQy6xV={_6TW!cPwuARM`+qHU2aXR_WbOe zo5rkhcS#g~si96s;t1+TznozGS~;anMQJOcPJ$&NUP#e@2(CXxTOIyVmI2yOPH*U< zMa4NKb157_U1me-ap&qx+O!F!<>8G`eXX(c=v&qz`<~m_cMtV&56ob5ZK65h*w*!! z@4M3vCfz4z3s$Rrc5l!XrT4hkj{=+LitFnd)qN6|WmF7G?l0r8tKVG7Ai16tWqc~I zjWdx4UcI+I&^lOe*Em<0{~s#K0dv&e|LhWQ+mLoXE?DJD`UWD7Q`P{@aKfcX*`?oG|3{y8U8aPT<{NdlpDv)5xjw>^N!TffYU{JL!2k zwX!D@tgX1&9Px@02eT=Y+cPawLijWf zRSo21Ro1P(uKRWZmb1qdvjRHLd7mYj_^#EWq9*>~C(x6BiniZY_Zg~^uL|eJxK+R(Q_CxXjF)xkwj8Cc4q?6fhO(q% zn`am2|1{cGLneI7#BlW=J6HH;h4`@YUKz23KRObZm4EePuFjKw$OVkvVJd$e%q<3` zEQ8Pur!Ke{0KO;o<7w?8!0c=OXw#J?p%PqM-l)udL!8RD*;*vAI<19I43V|e zZdzh5{jC?Rukk-5Su$2L#`;`xyhHU#qfSTRl+}qPp&`cZZ1*_($8LVnUNXo8&^{GPCe4?M9HAoO^6e1CbpE`>G%^w!^kAxNE)GM_>)CY2Vi@ zo5Wp6F$DIfn^aMH!rli(vO?MOcNZ(@^lfzSV{0s=c50l-L43%L>lMI%xrW~TQR+!6 z^}=ff_9uudz?9xT_t<s6OZ__HlUt z^m+E5ZK(e^t*0`rcFxkPBk(D2ZS6BdJEd9ub@U(mL^B+>()nrjM7FF**4LqT0E+2W zCsf9i{J@iLzgXjrUK?utZ`qZa#M$3D&mCEu^EJDL6*3;Gc&O5k{BalL{-nJpWr`?d z;M=#o+WhukBH9l)e-1}ZFHc3)=Nt4%y&MRIi0y z53>pNR3T>h?uUZV6GDx^`MoU#X3l~5R6stP8hD{uM}NrFLO*ah)4|iV@bC#p4V2w9oZ>J|2W4HL${ z=FaAQ@#FfjWc!dj&r`;s|A5t`=S)yf=Sh8U^Q}zY&)o9W!6%%z3i}V&s5px)PrO(r z-dzG>u#S#vtLHGh5|qhPxEOabJ4s)sd30+`b#3DagcE0Kil%vUI9z9Bl3;PpZj<)_Oq7@N2OM6i2!-IIv5e?K6$BH^mKy~eN=I+-z)6%8j12XKWS8^j(=6S6Y|{| z?svC! zVr(+;E-!hbW0G6f&w1i>*z=Jk^)KK>*Nma!Y5XZ%Z|A6_ul%Is{V)dt zacZ!gJ=(tir;qZM?Bsg#e5)Xp-mbqbjl`8-uKPOO(`w3)=?O6qkIeo#=)7MK)bByx z5EuNFv&V0ZHS&~nNUDiEPcNp5TT_BA9S+VOnK$@_+x-?F6|j$rzd!R{p}WODZMtwJ z>hvq;TVd@5ETUjoxV96 z$Dh$;N$_lbRzhxKu#-K9=_jF?C;AQ)$OOta?u5gzzH;LTcw?6et74|cTRT|!O(Q&2 z9NWxJer&F+U&-Y1?Zns79&e}upH1TkRE!zl66&Nw`KTa9=HoSZ4j@V{PgN@u?XNd? zAl2VeS_LJ5biPCE4RHo)U0*uartgbPMh2~?6hB5TBU3mN5E=z@CXiE&dL77HKPQRm zI;uDfn!~cDMC4EZBMYI6he%8#Wm>I0U7oX%M3m0E_!j~r{1hEgbY)dcQ|`ve#cIn0 zy`tC7vqzsdSn-0f@smgShKN&%FfyaV&g7ow3a`<8XNScpy5!7`gL^hREI(Hi@b_5Z zAJ_2Dij+t^Rd{K690z0*G!w_R6Q(*}fGBqJ#A3^F_D|tsC?~A6*zGgm;N+#o>bU~= z57+SW3UA7#Etl9&tef<&p6Y+vmLJ{7b^!PVr6;_Vk5$lJqhj27Kvg@i{bFncw zyt|qM(&bQs@`8if`NhS@8T5ka%AXU>O^r@ny>x7_ZQhXBcv(sA&c=2z$>g+ZU%3uE zR$TT`p;VUn>N@-UIpTvn{}pGeo80GEVB-K{aIb@nycabalc0RpD06rFR9lKY83`zLGzB+(`uzqsKnOS==5}KQ_@_&5I}9QoClQ+E-@V zA9Ud7^9!>5{C)HeOI;E)sn;tb-(yQI=46)S!}xcFy;o2kPWPv4C*aYaLL(2e z%;AOU38#EW-0Z0Kp{%3B-T$}6L-~*p7gDo0*Qt>UygR0BT-ri5LA@o}dPzqg>{9Uj zwksd=-A5hIHR#T^GTeT_IEx|pI4f7z53?By^!88657|Gd(LsQD(YA{y}3n4x8>e)n`rHN z@KQ_B8J@h!*XwDIdv;v}O-p=ZeV(5bovV=F1xsIp&czR;CS*=+W&sn&6tjc2 zdWoBU+;|W)HjjwapT1V4De+6ipF+BIN<@Zi%wa`){)ke`Db4g653CufeQ z3Vc>H_MCi|KYZn<63#ZRLd-k^qMFT@mK|dW{^Kceyf2l0xvP!)nb3PKAV|Gnwy$Hp zmSXYT0eN<*%4WF%dsq1y_YUh`iOWd3;e1s{I+U;olvUAjx)IBYxp)t7l>MU66Y3=(uH?3|Q?1$1ZB?ounGFrO>?ZM%P|VP*feL* z9U0!9G4K9CfV?lsF`~10olPgDxv~eZcv8DH|3cY;W;WX!XY<6%A&kCzWM(?HeO7#4 z!#*nR6Gom)Ny{>Ui)`fpQGzI|u5d-zva{!p@1XrasQyW7o)MlQQlO zGf&j%WX|TLMp!UBy?>OoSN%tMi1_UN2RMb9PSJy)EB3qa=9KnUq1Q-as4!J##58-$ zBfJ zMn>Om&H1T(ixW^(E{k>i6nlmYw!FqoiE$CzH%aNPBy?|G-!}7X-p4uPTluESrc8Al)R+UJ^JJ#%SU=LW zJEb|(OO+u4qb!?)H$&#GtdBfSzO-H^zKsi~^X%+aus?;{Ok8j&&R9+-Q$ktN*!w4q z^fm+yk&OCoOT@mqbT}?c$9u1<0-rozRrfh){gQKIeOdNySAu ztCt;lDA#506_=np4{Vo@YuJDI9N&NC^BSL@aY~;V@D>6594ralV-9*`S%(wCt?CoE#K~tXQ zK$UqXgi~vG0n$ixuPk22oaCg^1=q=w9P8B^3YyB)H1F&j$K$3pjr_|Q3F7VC@{-ue z=A*)e|}`Gy~2xW@5&7IG}*_}78 zXkg=P>I5%(=c}zjm#&tt6}O7#u>y%*;H@)AqSx@20YQqxUu(I<2NWOTR8k#1PV~=y5^*mbA|$E>$fvm}fAXW(2dFf$JQFq4UZ~T$Xr7H*c5vq;6jo$^2`6Y~|%@pB4Bo74}+@E8X1rg?Y}# z>74E9J8EQjAsySTd5>JL_llZT!(Dt><0)*x=B(m$UkTfIuh2ZUW5t4&8=jmL_~w0# zsi*lhed7a+=%Sstv>VEz?u72d#%}vQqb!XB&&iT5Lt;L^+=d&Z)6!{Esch~guOrUV z<9bPu&~TWV@B+QdNuq{V&e?l~y;j)gH9}q6G-qi~SG&irZT=3d6VFGnrjgLpVI-H! zd**>N!;F(QX{M!zSKBa0RD#fKeC^6;r&Cf({j*G@2R80`o=w3X|Jt9@yH7Gbo~~pd z13Qw7Za%UX><7(Khnb)Sk0ovvz(rFm}I87Z^%_JByy5C+N3C1udFLLX4naz-(lG1 zFHkKpb6ATv?y`+3&k^Mzk_%4X=e&G-OubBI0=cR2eye~VR|k(H`trNLanBC^2f?E? zi=Nqj3etP7u($gy{pd+5lEjJa)0s09$Y?Gr(D2U&NSg&+WN8PmgJ;cYwR$$ zm?rq{{S%Fjq}`zVI<4dl2ahBU3;=sd0ay_r>V52j+L!ry{MD; zYXyuFVVnED%k*A8#|q0P){WVwCk(jIleaZ@ZjTvz+8?=a>9*#Z=Iq{0k@FWy4%{4c zi_^P&oI4`m><2rW<~>FM+6T4O@=iWKva(3-!3qds%LVkaxU|@(fH^s{O8jhC4jsnW zD~osaSYE512dU0CqzR&*a?Nk2qmK%}zAEhd8YQfMta!hM|4Y_;typOwN6gWe zdeUi5)?HS;sV8-niqtafHDsY%>)1*u7l1Q6Ra z0fEx4)7r4^OPePPsJL47*~F(yEiv}AaHsJ3_E(%-0wQ@7C%$$ypT4P6 z7JTGuW1r6Q+pu(z)#W71WZFT|Zem@^y@QiqUmC-Wv(I-emvYkLESpID)ZTL4Qt5-P zW2)O~E{66}QyJas+xAI-7rTRg_1RoTR-Q#{=xtXAPtHCnKCh7(5GVh_z_mdwn4ZKd zqy6uRU`&Z!XNh;wIcQ6PDIvOjW)Y{8RBO}w;-mw9I-BN%=I#9Aw&wzhyQxQRWQ{#A zyG9e8@%!qLZe`cxi z`au|dp55T~;CI0l$(DMoa7iG0_$&7QIdt;QJf%ogLG*5$Ggzsf9rjv5um!kd>#M`n zxspY%{ed#e(e%hLb-@!ioa8D{dI!#&O@VEN?~we$MW<9Pabh_x^Ep2v@XXhKu2}OZ z927F-(f!-^sO%jq!9d&Q4dHlDM!t<(oSe};()P*-t?nF z2StZC5tsb^>0EDn=ESGpRt1-k!oc&$I9`J$VKU^kb5mVLkg= z@?KvmKCj`Wpn80>i-;gIt-DKOH$G?1Hwb|*U`Ld(vB1%{rG%InTnXUg}TdI8WMY=o=M`vC5I?jtB8f z{lpbJBcdh4rK{)^KQ^Z~YOQoVYf(-ovri?DIZta| zS&Mdd^i%6NbvZ*ZnEl|k7Mz+~EvGsi$=QP}mdD2JiKMGjvH~PgDSp&(SS^JchRwkr zH@lQ@eizrKK#Uj=I#oo;+coU_ue?{diP%e(T!G}}Q@AnQ-B_FOTw!0=5GI0Y{+!bj zgoe~48QF~zwn6)xoTGvd^IEZ8L(gIgiag=GSFE`@Kd0(ki;VKv_{o(! zyCtB8BLLFn%=37z)7k7`&09WD*`V1E&y9E%ZGE4M4o;cnto2$xtj8|6dtqn~`E!)q)O?92MIa`1?NL+oV%C&? zzWH0iUG_P3&t~S1Tj_5#U){>#uwSFx)_|6e+~?{J)>gk%*!MNwE2>#T_dqPq@*F=j zcd=YykfvVHG-xN~bWB&!){pKW6onbw5nmt2rS1iL(yhj2%U$NvgkZ;TRQJo!Tti4|k-_CaqWwgWkP{3|M%QWS_2R`=Tb zdzjZ7b=L6(K2`_BwvMG@$jLWQ6Jd=M?LA%2DicQb+x|wux~Kj2R^FU%9PW$sg}e=( zE0~}9aE;H3hOqYT^N*L~uv1UBfX&iIb|jCT!T9dR4z!qHm$0Bk%QJImPKjImHVk%J zS(Kj=z%z$P<$0M>AT+4OZ#=6 zy}nf7vtoT+>FCA#CwJ>f`M0#a;2{aEZmqGam*n0T!dmEBV-Hdep3^>O?QL*EH{L3I zudsFvPowWcXHW|Nu|3JzTY{*Pz9(%$@2#A)P^;AQ`ti4(5}U!*3mQhc=)VjqJ~d9k z9r)oMCJfcJ1EErw71?x?=X7>9b__%clYXwiXGM(vrtjHL>o;}mdJpAX1>;lBrnAyJ z7LIewi_ZQOs4-wW--ee7&0ewR19@!Oaz-B9v6-Lwg(wdq9N5^S@Ee-mpIugyiyuj> z-6ONF>phd}FK?b~;q*!N$~y9xH$3F5x}*e%)8Y*!F$(ukVQeoZ(*&fa3XZ5XQjP9_ z*-`h38$f=4U;g%nV}&p>TWi_8kf2$djnREWN_fpSPNw~`NNw&>e&9=iCuhF+43?gM zt>>R{nsDI;Iuaji$s4hrc0Wf?cT-BW?@0pgsgW4HGcfDQrIu9VgygONsCyzHvs=m% z1AWq*>2m8D{_rFd9OS&hB*Bn1%`PXtbbVXg&7oSJ`aXg6K_?P}el$6Y!PG~w_%QWv z%!YDj#!Ra)uCPj{OE$9n^^pQsKta(UtgjSc+@ z*A=fF+0`v6eT%`X;S?uuN~pt{K5xC0i$C4wFBNOygX4kMg!h!+u;x*<-{y!O3bLH;E~_hhvYCgedqe-#!Dw;0@rl5}l(&V=Q+DTngd(In*P4lgOuTcu<5G4P zMKEmHV8k3Q?jNJY{1pD3PWEI46o!K0rS%kMVnfZwyGUMNsg8VG9nu#L{$AmFY!(I) zyrrtRvi1O(iN98)p42gqeg=+oX|bo1I4#o5Aj04FRb5|mM@|e$cx?8-V*^R@P8krU zGOVs>_nT{dbiciSg2IA_I$~I=^SwA%n~(ECa=WgeVX!D)>uk_DX@X8`Ulsc`Oe)UK zwGCe8VL`(;(RN+^8zuMoN#_) z?ib}00f$s3x9%@>Qnd3vpjpwvoqM=LO0~JMz8vVcNqPfW-hgTf8&md znshBZE-vrz=5|7#BX9?0y4^n}pBsQp<@?9Xh^0>6>_MEo5Ys$Y+*U&m{ITUhWHdM3 z814?Q$jc(1@`g_m=j%uQwAr@^o@%Hjs``>o`Rd{yk% zFsWEO;qT_f7`Rk&x;6$Pbz6if9rL2Sh_!{UkD^$fnSWz2`zP4xQ$1x}Pp|J4_IZu9 z8qNJQf3IHYUfB~-a+x}#_{_>|o`1)RD>+x!&biX()ct`m6PVsSt++L_$V8Nu{}T7b zH@?GAg$zKJ2LIIIuH~$r)?|pc+)G9N>P>B29ov1d8=ddKXZ1>`<9;mt(_a&Ks z7&xhoIbQCeqTVPR(PBX%XJbPl&ZfY|gOy(_`BmaELltl`%kr)X@Xk_eZb@dE|5Ca} z8m@(Abyo~+8FuOsF+=@AKASHU9Ba=^rf9a+0m7RDMB{(--XT1hk}UUJq0KnD&hz@| z3vBZpy_qVoefHW=TIO@~%r?|~?y-Vg@QhDMKy?>v+BL1em6!HG*KBwHujdzgx_MwC z1PfYbT9UnBPS~KPLB|f{e(sY42w={p_va%NL-%i^ECPzyE-lZ^`z&-+yngGjCfQ)i zkqdPAu&yb}Nn-g2&F09pCL`qja&q4nD9&jd{_3tCUVHAPzdi2A;v9G6 z_DC*ZT;rFf31A}1f%RL6;#5S@`n>YMmP4KzohON>3U+k!&1pc`Kl5%uk#k+l0d|tyoDoo}t#oJ0XWJ{MDCnbhcIwktli`XuU zm@)dE?R6@6nBhRqa~mHQ%W(-_7XS0$_*m;{^Oq`y`(H1(Mg0=cc4Og zWew^{y~$$qB|F-*v(4rGt-`*pu{x9?Tm>3)R95R$oZn?y{ZUaqHGE*;(q%7Mx0;DOrS!!cbrg$Yw-ggcsJy0zDmpsXW2ndDfA09;$GVxYHe23;t z>e)+qwT0qA6v?BP>@VYVuJj6`X}f8@x6HQGx5335d)UE|ygD{V{OaCU7&=*qKVA2C z$afAru|o3L5N;O6v&Ni+v4VS>HU1rN)j{T1VJ(jFRKck#^N{xIVspiaQQ;q9VzzOM zmm3a_Q;i5kZ0E{N$8@4acSV8sqCUdmUEIU`s%46TCPR z+M{>6F(>b!B_^eC0%Z>RC zDZOH6V{4hQf#rZhLK<2us`x4MsFH{^JD;TKkhOgv&hXa6jm zj`d<~&pxozZDV6!*N@ksQ&OqJpP(t)4}5J-B5Cu6WbRm5LgI-Z6m8I^d0*W)yn?RI z6_mE8-W~CulHbK+1b6&CqoT^C($z*D<%2ZQAreLfD;Dm zMtySle@I?*YDrSlylI=72SCjDM&EDq_h{3ER6rC)|6TzZa>`u&cJRlcw;a2>*lWe< z8g_ChTi@?$xP#NAd2Xmv_^%_l#rqp&m^|WTTUVtl7~Z|T<^Y|aBy(2D`Zo!9OV3^PQXp?;mK2i6Lc|s_lK!_`=oh~zG_Fl zK|3L(hT_QklxIeg6kWZKpDI)>NS>jw(bf5-CtkqL$vuAXKdpc|@wIlIoYAhtO7hB$ z^v{a)$3@pz`Qp**c}?CI;`8UOE_x4d=}gYrEie@kaR|4dc@Co4QuP>uu+$qF~x zTxy@^OY3mDbq$bITf^ALqnK*FqGd}w-0G&W$znfG;cMeX^_lV$_3%K%Mz(&u# zy9iG288M25_9vY#r@B^`9td*s9I_@e3Rf%p?!O)fk=eSw?xFfwaYd%~&dJ+46m%8= zdocfqaP{hRMvL=SdGjH$%&jit$);|(Q!O{>^{+7!f$j@1Nl(zR+!6EF>Y|?thJd%rhcOl$SRdQv&NS!19 zl>k5>=NGhJolfHS4?J6+TwFMJfy1o)AnrW?BFVU)wK+4KMUQz2}q})7`Y3 z(ynJ7tXF4^iDIPQLURmOl_U|9^AIL>UPt8Dis5X{- z4ieRC56z8_oUm#t%D83j*-lO1Qw9F-71k!NzQZME9;Z)6@x4ASz)pt57GnaN$aD+w+j2L&})?G zn==EE-1t0}Tr{_W#FVnTaOHfXxkxBd!$;5BvzwAD#iEs8DIR8%`E(1B+g-gj528(N zEF3i0rX~#t#Up!iYzSH<8aOX>^T1T0Gq~hdzV_zgUEg-&I#nEWIW0a{fH4DX zKJfPm7{~L=UnD{*Qfs#)YzwTQ^39*0=Pw>yxKn=iN_a@}HgiX17X4X~UUd%@$?0v= zgfu|;A-_9upG$}**+2c=cS*^tn5wDhImlgX^DU<7EJc*D`#zn3Z~Dm*|41)a_>nQg zcu<*Y%X^F*`g_jkl=tANz$h5b5jxx{Di?8 zds5S<;Pei{a&Eg7!^Z1d%;9o75iKD1xVetCgeh@(ukYfDpgH_mZJZk3kjTz`4YGx? zm7BPr3MszP8J~$>-R~LSqn5Z-&uh;<_&IJayv$Igp?Inm*8qzfw>Bjv#$BwB!C|FODh{cx>81DD_S>DW4czrHn{sk@K~Iod@3wdr-I%g9 z2_TqGF~`ObY1|FIS7-i*R-_X+uTsDDeShMoJNYRE;|^jj$NQYiihFz2p7pmbA0%h&fJc!D7Lv+AxZ*XEm4Ow9t4AQAzywd4{qWy zU8!j#b_T$sPJ9MCA+r|Ow;TT8r}Rs#?F6QKwg+tEB%`69P1Y7cktNPkiuPzA5 zM+Lqr5E)eFZ5mme3I3jI=+G~Yo#25I9()K(eiS6Y=LWat>a})t#5GKjtJIL?UOAb^R*3U@EB(N# zpbYMlbBpw2E|4>`kg^XVy30d_Dln}pFvFh?ecDt_Yj>aXf0SM5!VT19g;>}VRoI^O zQk5X*9uE#7aoit`QC0cb#UOgBz-L8tL8B?k%DXiAHg6S`l=oQievMR^Ot($dsyHsI zj!L`YCO+`J%ULOi$}P5zY<9okKC}2&MNy)iExVRF#ScxAnG2FpX_2@A%pWB2r`n0vLe31U-r7$+Ed-EWgMD15#_<0ajJ;u&)$LHB$y^15l$gnT}-huQf2 zr6x^+g-mA$X{@4W9$nv%8ckx`0=p)_%dH?b2jxjGM~s{|_=C3EKP&F}_-Ke?LLAR| zjTSk)>!vqUVTy~DgAZ`0C#aN58yl)p5wevU-7^$5OPcK&D~II_nh*?Sbf>gh3)$Ti z$j{;T^P%|-E*Xbq=;*>=&R;zyc-9oD@r$uXg!q14%*aGbwO4j}`hNL#0?yn>FE2qC z1%ze_i+|yaJ)9KWzsraF?7V>Otj@eo!p9yf?DHB{N@3kSIEBcgpBP=`>*6^qn88Pd zTtoG9d(K%U2mW$093PT%E;hHMJS*pGqa;N%9tt@?yi}|+vQFNIu@hE~XimTS-!uW9 z?U<~%V6-PcJxz&=o$i#wt391`(hUn9DX+}?;zLpq27#=LpA75H3yeC27Wb(_P$$BJ z5Gy;)UI{TOE))$@Coo~U4vRNEw&)%{#{~!zi=&C*V)To?_ z&ZPe1p)6a#<5Xj@)34`u|DNDUs_gH^m#XLV=8dI+lg-?ohR#)K37oIGy7XYb|CEQDJ)%9$@u!I!pd9A<*gJ&`)dVBMZ0$x z*1csHUP1CeUCwJojyzu~48$A1y6yx&8V|(x);X!h^SGr95swvjOT4&OZEEufBg6;&YS&LNZBGiBE)0i>;TH-_?%sp}W;lLumaQpGLRyTh@~D`!qze>hD3x#ImANZOX~r}-@bq&cPi3G5ngtGj!I zQU~-xVNXEK?=qY37s$`iYYjSaS-|8ToBEq_-s?*RP8BBCKwv1m?=zOeDFEJ50O*s# z6jh);$Y19`f6LTQL>M2}vE}o9F>mXTXn;q|Al*d*hv84xcZrFc$7F`@xjuV&N!;@i#j|wNic?t)9`F??!p|j=Ah9gEz zH2D;rNoc5$!~Que<}VZ%-uLX4g9qC+c-iMHzi}MAJC^*GR)?u~zxp5?XY)pgKy~y_ z6+uGZJ*fld542!&S_}a1Cyn$3FQixM2Q{>Ks4)L872CX$!=E@+#dojHOhOA>8)Hk! zOb;_Pxh}0|E!SZ;4ocr6kzI2YkuePDc1?jE4-mj zkmOP9iJ#6oK4iwST!HzPMow7eGJ;cHqxxL6_ob2*UMu{wB5zA`2yr?!@<3upPNGbk zPHud=nnP2}unr%3vhc}jwtlJjxQ2aI^hHS&REufP31ov)AsM5GZHh8=7Nkv_l{zTY+H0OG zZ#K$*{j*}bhDikkmWAXMAl4wzN-kVlx6S?K_fl`l&Opq3LUPjMnU=1&ahUh$*hWw4 zE$4irdn;I9o(f#!3e-QDx=#$9-~Q&M19S9adWVz0!)pa(b8z{^a^ek~G*-Um>hAhZ z?G?A^=&gddfqf^eNs%+uo9h^w|VZcL#m!mgzE$zt~I@wyXGZbJtgz++dA{c_e}C+K@aTbq0w=>+=GX~<$9V?8a)1^6^$_l?<(Wx0!nZ}Xlmy;)?Qx}YJa=rIVKQ6V;Xbcg% zIYv+Jm7vK;JOZgJ80MUcfc;FENoY=N+qVjQRUiXpn)1;@J9{4~;zex98%`;iZCx+k zrkdeHI!R+)-}{m(+fj56K~^ zw=^TZ*x1@E_Xb9Hs` zP6vqS9IF{u6;`A{hiQqlD^%S#HE#Iu4b05S4ERd$#QtFweUgB8oN+#6GFCmdNnK)ALSD(|O6Sh1=-8usTJ*R?y&-Rp6y=kycuC1=jSH&C9jawfSgdr#k176owrO#|0XMZ2;G%OexiJg5Uicn{h~#WG?)o;@mW z-Ys+my&JDw(St(>C&XN2j(uW=USfTHsJOnb!54Y>D`L`p{wv=VAAjXGg!ew5qfQBd zTdwDF*WRZHt8oO3{H5-fZ|$aj%o-p|v*zoRp2PlCL1|gDJK5ws+dG>w-PW>mY+h

4QTn#S7v$ROe8A{#e@{s>V#(^Hz9lYrhN2`^R2(wjVB{O{2eh$r{~zknwJ_F zA$eMpFWdZ2RS#6Wt?R4e`nZPZUj(&AuKeI%NIm};-55P3lXt@1sbti#A@feoEB|HX zUE1Hu8H$j?#%I$-=a?tYV$T(-_3AmRm5Fgej3PTuJ!Ow78zUw{)4Ws1wiL@eZy*PM zQc*O$M@{c54m$a#zmj5>6Dz=vzgW>hl-q-H!1S*QRQqN-lbV>JqxXeDN)#UK&N0H4 zpKXUO$JoRj;=I5v-jy##=%}YFPXUk}L&@n%&Q=uJ#I|RfB#z_m^upN(=nT~wCPogP zu0cbXp~;uRA+JEQCwZPdh12U_75-UK`ReXCqQzcNXlIBpZW(uOvd_esZ+S=_EsNde z#uxPS<-mQw417_@mfz=TW^r?jVz2C)k>BDH|1<#2)W6V?EZ4^C%Nr^DWSZ}*y2Y7N zGj+BWcMkSmvHJ4YYuNW+`A-#_2cpTIU7xg0Nrk|#y=cfDWfh3xoJFy5u3Rvsu_cjI zR+^Eq=I<5wtng%qsk)XNQfrIbcaLzx zshs!yq?N7-3+dI>5``I1N4vS;m8(}ndS`b=hw7uq9(PTeQ4CzwBL@!_uNCHB6@IEP zxrPSe9T0&_xA_xhuqJDDC6@9Bf{7?H%NOKR6sqXH& z!g0V)74~rr`wxGGWqf@uCex?!3N1xa;yD3j1KgF|WX# zn#;z;=h>P)r|nha2=N<7_$Pafos|bm`RarP|6a;<(s%!_?P?swEg|FB(^mKS}P;Nb>nl3m)kJrwZZ<$b(43JaT|(&eCM z(^SR=Q$;wN)PEG0<*{PBhV9q5yH81hE{R39l>N-};E@r!+CH2Bp_u3gEq0{o*U)t{x$T!P<)b;IeU2d#SWBnYx z4fLq%G&1vm(?hkhnxQ*<8t)iCzWgrx){cr5v zE)hT`NQymnI2r=zKMO!Sp4q@ zhMyyoPZ9M7?IR9r)FiuW{>fz3Cw$@K#PmzC6Hz6` zgir2Tt})5*mH8hHY z_cVn=E5GO(@lp=M*y5ZOw9Z7j0C?dGHxX222y@Am-D30f9;uh(I^M@zi#hu@SaaJO zs6CLxVVm$K{v$8KVn4B8v>w{78mff*{EB!n6`v8MgoRlNt94l6%#Q+i8VSXqUDVrc zt_anas>v#{V}v%1tcjJawQX;@#Xvcl3nK*9l{nWC1&^>+6UO`&iwHYL=o)Pj!d!Dl zS2}XP8ZrZ=H-3dV-poiQ+iB{q2x3- zeBosi%A{qmIj};^v#p(lB^T^8o8Ly@e~U1V@VakZwV`0ufuH;Q)yQ>G8UU_^mYOOq zts=O4wprsC5fW7kyws>)y!}tKf9mO#Rv7hv6x4b1X$fHrMPDi^Ei@l1f_8oQ&4(sa z@PV!wmlJ&lPXk=6yXS7l2zNV0*m(_3ayJp*Yy45D4}Xh^ro?xiUF2km|D6N!JF-S3X+ ztv-K8nyd^|>cuVJNhB=gGPMmkRuHW5%F7X&}%V?sk2 zigJopSqQyy-*E zU)lc{AM-nEn)!5yC--aYq1*bFu+IpP(-F^37@>-7?~~_Zp6%S+m9_VAil~$0eR=gg z#r&>2-?w+JQ8TT{BUL6eSlzdl-eA$a@$UPUsv6g%AhW7HZi%=X=KJas8Vm8k>an%1 zb=^SjC?upWIo`wkaUYQl%W2~6)f;D+fOj{>I#0XTQDrD@>>X#_JI)JFw_l^a2dcik zF7~YVMT8wAWDS?jHz5(6czgu8qt18k7f7DG)ITLn717LCVQJ@+|9*2zprnq}8{KIB zg3MXvul;+I<5g<2wWrNJ=9zfX1(AB=-x2m1;UcB>bhWj>JCrg0fSmSDI zu<__J!VYTyo4pTJpZlwl8bgNo*;|CDQDo7fi?u6hg5%!KWHd-r2AvqiiVFd_>5u)-G^sp)7k_cO@akVvIhX^~ZA)N{Fv5GrNP6ySvD?F}$Mo2O-A@M|NDzQ4&U9#_2`^10^sh3 zdqeJANjXzBEf+=5NMhKT#rot7?1gp3cl$>MM^J78T(M3V{3viC*?3yRSHtif5s&aA zBE4%l*CyMT>|OlM{x9SA@WgJ|*C|!l4QD5#`!>lyxhYU^;Sg1A~Bib5SH>|WNz3_Bj z5yv(7GHsaNoX*m9dUbq|YX4|v;A0g=X56=J-onJ8i0|x_eOg!IoDg@4>Ae)A=nIxj zohYfe)IBlsj?r5TRI4Y-6ECJns7)o~_1RTt&}^3Z5@~G>!fE9Bf51xe!4;4<<#>zullf z6h$)K^jv~#?(@5zukF)SBwSbn)iq&OT1>n}!c5;}A1D)+%xJ!m@my%S;yptF&t4%) zHdfl{3oJ_imjWp13{Yw&SN9zsF$>XAR~pXEm}uXMPm(Us7+} zCl!gj=e{EfJ&2z5(fM(R;Qp9o^y8j$k$+*{8hGD!b+N1H$d(F+s#<+9cEh7}h^FYr zdInB|RY zjJfhSKIWNLF%M$cc&*WcRN?fgsOJp0Pk6`Qg2EXDM13?>VTo&No%zn!6r zPhPaAYZo66-rYL!)9CxEXMj>i9-V#I0^5^4w$F(79rH;8Ae?)mQ=_Ezt*Y^uddykB}K`Bi>WC#c=Gscf|NeJgk& zpgT%4wzn6VbL4B%P^~#KmsO$&%H8wth*ttBx8(wJ^#^kOj3`_V-?s^t`|CT%WhtlB z(Cr~ToK3`%JWsk8IQIC{ zv>l$Sc`O)qsC->q+*vD&lRlHZkMuY^M0n|-HBV48>Im4g%wYTcrQN3R=zKc^q2B-U*_3bU zt}~1F^vPZBMRb2f82*Pfj3eScUaisfwr;CFzqs21EYZ%{1y?vVjh6hw#XWuPkDQwJ z?z3A~Jk8{cXg#k+CM_j!ezuRb_rppBk7Rmxp7q}m z_kD^;tYOzNO1-}KYMvN&lsSUlAf4a^XC#oQm-4h8@|}e?`$XXoQ6;72me0yh{zLE} znn;u>WMMb7ms8%?o=$n{)tUk_X5@*ni?HJwf*-SnA9MAgd3$Ev>*!`L8`mzJd*OpD z9F*@>KghF85@yPiN~1rHDnr-IY0oCaF5*2TJ|hy=qLmh56cY&BRA?-*_>8%VD*8&? z-{e0hT(7+6h|%7ZInocutB>1yp9AkuQ&B;8xOO)h^6&jtal()fub^B@GgLc9)}6mf zdGc!bWTZb(6ToDz=lo4~2vzD!!PBv?^`z4?wxArd4w@*pD0g;r1I4L#_Vg>PbxMN? z3JJ+*_sK=%qE^CWKnfQtFqhME?+xh`rT5nk{$o1;ijS4BK}L|ie53L0y}?6ZutbFJLY1u<}hHQv5QTP`=prKMJ8SzxSnLv;>>CU(6G zim+A0d5ufg7)+RF#u+%um3rlbMsBWFD3jSgn|UYS5sA5i_SkenGix)X0|=Hpi)cnR z)yUSVF(-_o-at<_*+%DTp$-J*YS6zfbS4)%BXv?Hja%Ki0%lP=U(Fq?s(E`=l73z- z^X~{duVIG>JAIErA}pBXHNorZrl~9lWh}245URC@>8=EbIlYfiq;=mZ9>3q%zqN@f3$-n)G5WdGcVn~J_ zBCv7+AdQ)7eRd|Or;~FPEK9_UmjD9S4c=V<9_w0rR<#(uBdVY5T1BUF9Op2~!5cYD zfH(psq|?ah#C5Ga|GY3H`&>uh7-7U)gFW5H%8iwM+LQC_1^+!{?Xp~#nV?K4A5-7z z=E~I3VSf!?P__1SH5|`7>b)Bt!8p@<^%H}s#jH`PBp>c1ZSwADO3$`ddPZf^*4@LZ zvUu}CbkttzTFWKXvG`v5<AJM3!0pu%Xus)jz0e*C_bol=Vxm!{dO0-J z@bvmxs1z-IS1z7LRwXy@O2?!!vdnQ~jTy7)c?J#pxkt6bn4_74X4fYdxzzg>mYe2I zK_=hr?jGiJ;`WJVa6;m_C~{aFrmWn^%qK(yU~A8|U1qS0C>BMVtB+r3RDAP0Hk>y8 zI*L>Sfpr6OrlrzQ5LGXj*(dYhri!nWi&WQXV(0sFw~heV9lI&kSJsD^YHTAKnzW-! z?;oB6Y$7sb8v$(rkWOA{Qm;<_$JO(o`h~Y>Rba-AKP#lHV9!?(_c3B1L@%j57&d?E|H<-CQpyAyD~u(AQa6IX#Kb~udb5^n^cM#tJR%7QiqCn znUil-Sfl;*(t(KYj9~sf9(_3wx?sxH71VjS5GZhWT#=~@V=`} zD!et5`jHMwb7y$x+3Y56&Edh4(T@N78a;w6hWfo z$}`1O<3D;^U`6u(ON4R6{lOLt{q_40VaGM>xW*SBC_d%*Js9@cDjdpjhc>1A^cJRG zU*T0|i~!h#h;LJ{VhSo#YOHv7VYf6ND^~YFWlGc3YhpifcES9Hz|l9vZt&HeF#_h=}v1Yg9RPt`>TIJ>s}VdV)%wjYP^OTB7OH5Hgf^<*)YoUjB=dW>@Q=jSLo~ zSEiYg7y2iaE3|W!_%TZ^k7{J5a;>_VEHOqnMDSm`S>qU?txl~gefVkR_Hx)|8{d`B zi13g7T*FUm2+tFwCQfXyowJjP7E<@JNu?daIr@ZRR4v!92%jSaLlUFL#njvb@ekPK z4)s)0{}U1&I*ZOF+2K-r-)g4mUtAt|^UWX5lI>P>}1Z0cK2q+89jn16e5_Z%_g^Ttfch%6ia3W$wXR!kGHnI_~| zeHY=Za(1EhlUsGdc`{)Gz5Ic=M^9R6&V1x+p?eOO<}X#^q`#isjpjdxtP0*|H#&2& z8&K28Q0C~GkS3fFGz38Uu8^*EuRTbK6LG(Ef7A2`LCd875F(@{&$w~#`s<}bB0X46 zw||Tr4885_#3$P^;<$z#B8-hRb%s-}!%4vt915x%I5b3_##iSm$?Jd6)qry*p3RM= zTX_3d@J>=~qj3U4)9oTnw^3)WSm5L7dzxUnPj&YA#Q;nk@26Ht_Vv{@5X&PZbZfhraPdM&6f=30ne9FylVJ0Q2 z5#hQk1u6T)e5MrImF;uUdHLh!w(9d^&|SeuH*cqCl0D_2>?!5ZB_-j!>g zddDFAY(;gt6SICyv8GBZRRL!c$J) zDenhOtRP*u6oqIUUX&`}HKEiJ^;;Ga%Ci_KwV~*jQZ~Q$2Dvk>5!`fecXV=6bjFYM zxyL2>*vPf7mTSi)mcA=jBvZ3vPStbXxe0?|wK#B>*d2&P848hKO+Oeub{2 z&zdTU*bTRv47t14fc>zBcjsBSu%8wx0hTOql9>6uXZC`NMkXr?zbAfq3|+#E)m~qg z$Q_N%)qGculUpAl6za71wLS?9{caVzEb z7(KX)z#_tWgipxfJcB}2)Fub^Csg0PDIQ$Slk2XUFfLg3u%n3tIU1-UMpjw{VQv!% zZ`~eYg!tQ&Mys>^={iQKrPg-#m7Rnl$T`X1bPpuTqN z;|_r=XAisPL6!JZQq;jxQHPwIcM+7)?;_5hQfLPAb_SUd>!|6WP%jvu z+(7J7Gp8%~XLp0zEaFHH?FQ~6YVZ5(c;Tf--+d#qc4(8tr!i77Iwa`6JT>D3yLC3U zv6C+T-ygAbr3Tl8`v?)xUCb-}$NUt5V?=;wUd+TAG2{I1qI2(aa(4BO0HO$@IWj+& zC*>SN4>s9P-f*zC&*{Ri;1m0GmlpIXqL>)H%hGg=J|gU}2Bh+QRDrvcYm=zcbriv> z_fKQkc~kRj6>y|ENQ7!<4N#p#x=yXWEthT)Yox9dP&h|_`S5?3i9R<~FPo13!Fc*e zU3@oNGs-YT{+mbYY9@|`5rAX%u)BQjC`$bzovU)0ad3xp!2{O$txkBUHl5VPk^$kZ zk1Ohx7=2uiY-^i4j63@)V(3dfoy}ow2HX^dAL+u4Y15yU>(&Xawq|zmZ|*xRD{#azd(j_78uTIz}n}vX2Fz~@9&8FKCc1J7I?zzrV0>Cce(62B4&JyX7KhF zK3dNu2=~Wpm8r<6w z51H&3i9L|k$l-CwNiXA1izy89DBDa$QJLbzo^;tS`-piB}O1h{wEGO@7 z$)VY>eYV*r;ckl4JYImFZ5222QTMP(q5aK+d{*O24b@0%I{O;YWyup{<&aAvR@LVx zObxlH$~VnhpICamcM*_@bp4yUJ@K=KH|d17Ej-u{j72lJQ{#>GJnksLkc{fp<8SvV z3m&y;>RRt29AychXoh&l0$me7!9V(^cw`r=Y<#Fw2*1IX{7S=n*#izIK2DUz{ zk3n2_3aYW-R!5Wk(%nGWcom*~Hb0VwJRN@J7yGS|OU_>HnI`YfGjVSn=cjb-Qjx25 zt@X4lkvnuWwr6MJ6!E==@?Ia+F8%8Us)rpbl|ZqQ*%6-EK4#ovy?F1t8^~$m>btTc zDjiq-WG{9;RneyI3@A)q==L zbXfkT#7%hrm`ilN>HAX+WL<@~)U!vCJfVMVHNjI&NEdYJM+A7Et|Ax*`TzGTIl?9y ziddX(lM?vQs#rJ%r}7>9ND%IVJh|*g=4Q?R)=~#;=^aO^#KB5yn!};sn&-#R3h&ws zI#*XOJ!SIsx~g<1wDR_e_f&kVs}@U*?v@w6zv~(!K(rI7#cJ=rI;`x% z?0MAtsuug$bLFM?8S%OIZ|e-Zwc9ThFx=}yIgt?QOtPGivLE-{ieHIvg0KFVX#OQp z^+%mr({1l5Y>%3`E+cS?@XQ=tJH1t%+*LN-)-WV>zo0WgpW2#)ao$GQDZ-9xw9KHe z8&J%*E&2|_&5h5GrWEheGr**$lw(oyY|{!ja|&`{);Umu-vVjBoHU1Dbcg}(BkT}i z|6z?qgy|aGQGAv?gJT45+hv4Y`X6f~$k}IyOUQKg>DVtX21LJ2%>@s0ia4%ehX`(A z1LP#YEF08xo)GTr6+b|V&F{5tWane-S>?$eh$^S9lTU~lsv5_ zzGGVy^a|G(l7IE&enpq|w;KOHt_p`OV~f4-;fT3b!3*r@Gpo%9Piudk)~*aU0w@C_ zt5+E5V+&p??iYB>)_gr%%iibQ%OQ?Lk6hl+R z-`akG;2dGf;4XGcx+2JP3GjL6?{}>V2p3RlLf79k@0-h6V^{IXzq%_QLb_2RwAl^+ zwvkcOv6Vw^08aK1c3#5{5%yoc$9KfP+vPi=HG4ScNAmYU*oB>rz$pUX5hzvS&E7|v zfbAlTR5Z7193n_N9f}cf+6`76lBxSumH0lwj}gW~N8aX@J`{B}E@rRI>L0&SK#^6u__nDnE{bZVPHMw0gB1x zL8`(^xmLP8Q^yD$IlPJh+?T$h$R4bWlGYJ+TEkACVmL?8@QCjhm?G}1WlCTi+uw@U z0)0HxZ+F;HlqM6v9aGg$1~Fr=3AI6@DBLHTty-W=R2{}yxw-F^fpswYs>g2wECx^P!+<94PJ0=EUzq)&= zB{SBSJGUjuD=%t!;#z*QikuHkd1h%y?56@~o0fR5h;X$u$I`+oURLqD{#P zAq5c#2lh~?d{&qV@=UR%XG;8D&#KSwg$-Od38Z3uEP1t^J*bX?gZ)b~Ze_(oGlO>T zyQcyKP7zN0O70h;uz?^%giZm&rTZLV-w}3P16G=U9Rr^jBYJYv$?uFX+eM%b24z11 z4e9m~VTm5xD1zoGwT&P*0?r(h2#g;#rWL#;QoB^z#ZS3*QJtN$HF0Msq)KCP@*Mev z|HM=@?b7F|hNUi?;$XwzW=xyVr(Re6!*o+yxOVyIpp_<*ue>K&lUf~OVrLKbq&LjO zWz5wGGuN+(;~IwlVGZL5O~#+b7jq*H9;5XO7Yx=t|A<&3{#iYnC(U(^1)k1HJH4s! zW(ACt0P_up7kQ5P7t8msh9B1$C|Y%d<*G52j@qn%7!cX_=ib(nNnPA8SMQ*CA^+lg za5wOxT!|Dxt-0L2El(eP%jLvsoOIGXpKmc?EWdv?@uJH=n}46X`81IKhU z*Nn2GX8CL^@SW4#Yj5LJ_3}vv%?dmEVupTOj>{b*o4V)eW}@@DO~ij# z!_hcJSDt=O9?KfxHS=u$3hwMZez2N*JiWI?NNU02i+jh-bM>zXNLelZQH=TatNCYV z6Zn%xzKygoV=4XT%_d zey=ffd(a)&ooi%M-}@_iK+0=`yr-VrS@0W#OIdp9J~%V|o_H!CRi205b^c)LTPpKF zP8ctu_|>y5ngULIAk=&=8AI0fl&E8b#dJ0RkW^WqcSpY>+8PPWnEe}u%7|k^L6aa` zP4M;+qWHIQP$qb3_s=fg+95&&4d@(mz8lio`dM)Avj$bPZN2P;PJhbT z+AgC8asdV}bc{e`o_)k&4Le6*r*HXA%*OoIucZg~z&ZMy8CcBZ0B21V@2)$jdVlFq zM{^H`AFDeQ;tjHOHvZQ$DYs7TDv(r3=+Q6#T7a}%P1VJW6b?P7Z$|NA@QxCY80S9-x?)};)8;b~#aE7$D&8UxlWY08v5=P!aHNEFgj zS)U93W33eL)Dl@o*kKL(FQ0;CPkMCFLV+q%6jf@q(jtKJ#4iH2ks|pv!j2KEH5e`V z6LX}i-?tFgzpjleG)r`KAB@LH)j0H|m$CCL`eV zld6JjW;K_prrc7qdCHWlgI047cy1UxllngKU!GQ-v?)*g%$I1XdGDULp0vN6_a8GO zjpd#4)sUXxWWnF^~}e3q_v<5)eE)_2ECIZI@Qz10roO#dayGoJZ3|dbqYoPM8nEZgLtI!x_IyqMxiHGym>X%LYW{%pF}G>9R=rQu^o^^N;1gC)Y3Xcjr81JLvpT^eWQN_< z$ZIT$&Yrxve!0t!kBk)>f{5mG-Q6Ygu}}p})oRhB&v|9M>)kCp&gr~Of8WsiptI@1 z(t`&pjYSY4%9CKf`HzSdGW4PoBHi|`sgGMzQS!tfC)S)m{uHDJD;J{oEF5TC@0CTI zbmD%T42Xv^*ntt4vz+2brCRjt0)XM-zIGpkd&5ip?c1ljhI;Cdh{J=k0tAdY-vn?G%x1i&MOk%G2+5v-+Z1uNi1NQ(N7&+1 z+8TC|I`uR5qHDHwfh4tB3!5|7xlJ46N#6}CCI-gPoAL~nXi#|wG*!A zwr;MY==vRuQRRC1z--PPw36KU##}Koc1C7oo~ypIT?2qs%?}ZWHFB)6RcP zHou*n(9(I-S`W7NEh@WsY@T}MR20Vu`UCk!Rz^tr>k)er>g+UJFq&t5V)FhF06J-& z9Jf9qtjU~dPZ|JKz%m(m!jlVBMeib<(UhG_JlLe599|}gs?q%wVa(Kcnm4Hnw@F5?g#GGo`8<<1_dLlY91x^Q$8 zHg{W5S`6`wImZnIGo;a9`X4;Q@#61KijRMJa_($V(R{=Ym|qa6N2-;>!>os5`KyB* zgVzy>cfg{v>EiIvRWu7xm42_gh}3f3uMrKo{TfW5l4tu~)jx%k(><3LU%#`7@8R>* zOYgY=hWx;UET~E)o_MLr@AXN{mG}ObbBcAx!8fMa)-g;C4}ll&x$nd62GU#!teKNCI)$lQzMRZ6e5<)G_I> zlIP>X`OAl&1?zGpyRc%(H(SqT-IE>%+$$w za>&hky^uQ(F!_raahsMtypb1LRY}v0oDtqSy(AmxnQK3j=QLM1PKjaHbUP@Lx88*?Fh3&fxP}F8eBuLvbd2tvYl~uv z3U0N&1LjWNI>HYTSWK*H(v0EzmdLIPD;BtiGKb_a)Mar-LUxq^n-o))5q^xw?qc&w zV+?DM#y1gec37jFowgCxkld~TJFem9H4cBR1(Ip<7A)s4N)4-u<~|+hRA*ii_>Ri@ zw)Q?T4*!tF`w30(8dpvv@l6@^3;*4zH{^$2nq5TgA(GP_Ln0m4*8ec_p!!=v^7Y?5 z8*Mu)K+LJw6`}hy2Lsd1R(io6a>YMpYeiv+s3`@SQ=SWo@oAcW4pLk5&xmn(H#X^` zy&RiypKlK+{#u!NYOW1J{U*Y)c@4O}AKoXLUMfYt&_wXi+cJ6C#l>B@E7JYC%5dI) zdf`ou!HZeJHli~2O+>uO-778GKI1VzOH57SaX%wIyjv1oiV`j+eeLXzWhvH_N?Z{{ z9ZP%Fm6J}2>t_r2zg`G(#|~Ul9(*49wGnc*k-~tS*R^Yolu)Q%=v-EB_u3>B2eVVOHA5kp{JS z)MJF(;^FgSOKxNlPjI!))vKA|hy(>|72ZgcJ|gVAh8-g8zkHAHh<|5)-x00eZ+hdx z8hE-oP-ZAG0)Bfr)MY`QV=^^Y1(~5A#Ldn}*v51we@FN+qE#bWt2gziO$1CEhU~Z% z?s7Vkka=ZrHJl~v+O3|d#JE&jzh3o3-LyXLZvoGKOl<*e#cO2$%9bZrkL?t3TBGEb z-8$Z~CNvY%lQl!t4>&T%n$2Tk485nef_@cQ{&oW!rgs%#rwBWKiXA^io%B`_ zu38n{-!y&iZF!&(R4z4>S+ z6GMbKL_Iq*`mF!f5ubamy!1XJKKIB$0 z4l9{B(cV302jwi^x9Bh%I3;gy(AC+KuTK#QlX;O}0js>1PH&$hvuc8BGCgSymDy(s zO7-lMyy9hs^AO_Bsqz#jqs;n3Mojg#9wXH^LZFp@_C-!;qYPJPmdnJ|4M=8+%(Dx{ zxTtS)-cauchQHXgVo;4)(nkaceBRW7Slu+gn|D{HngYJP3!NlVZ!1gWtKpT4I?!EN^DsJmiJiLq2nDLh@x)we!Y_>2IF@im`!c%AF$D8||^-cJYR&W^eve^Oud z96@}beS{w(vP0F~2gyGQaxSTgL}Ro!#D8gpvo4GBJrJHtJh6gyM>W^JHG{p0)e6$w zsq+J+|KS9r7i^#he=gmB`g=NbHeHDp(DMVtD!Ceppim~#$tcBx2U8EF=@&lXcoF>% zOl)JLs?qt5YMB9}Dw=0~;=Em0HtPsKMwDXPG&`Z+;|?2MJ`3-;r}WofM|)3G(+vrH zogKFA7=gru?$^-Q@Sg^SliG9_p<|#$1fBd?&l~9E-$gh-mZzV%>98I7!8I{bW7b%R zAYmK(V1x{{*XG(q^M4PSNOBIQc?KhNb z0A+r{>+~x^go_vIVyY3bj@TX#>< z|Awov5I>5ivz}hhYaef!z&QUcu`A2#XpP%?kKV6{$ajDHFD72CdH1_2=MO#*NK*yf z)y>Eo-5MgZYC^b4drQ#R4l6$#MOD1NPC1{yS2DVKRG@B9t)E`KCMt_MHLY75oYj>t zPi7a*y`$+lzP&BemvE)AE23{#zq3c>iKT|wut!uhHgSo?3BHDF>j+=rg2kikL;d!x zqBYfiR_Jt5d)-7VwU82n$vS9)m6Qm>X9NUoyYdFh9sF!jt}(HCfJsR&9JicbBF@(t zC7+e&T1&ndR84<<_V-}^Ef~>V)tWT~;?ND;DuMq=UO;>_g$2$%Hm?-rTB=0@#K3HK zHdWCt=NrMUAw|j ziIi-X8oR04r5rq$e7&CcCG#i@Ww5o@P3c_8K%(~TGj2CaC5ln53X4MglHBIX(=!ip zP=`>^l&0~A@n`_R+H9ECB3s2;}^57qiwel_xV%y>{``?{9fb5 zvB7-JSw;2v;q!csF*Se3UArqCXpE3mgcm1Za)yge??NL}PP#I<f+>VbxYHIo0)H-tc%biy(AueWv`&OHwY01akPm>7vZZ2(=|elZ&{1QuKbP|FWB$0ibk;pE^EH`+=KP(N@}Oq2&po4;r>n& z(&-haGdYu8eI$(P2JPdD^3&33A|+BW;iWuKdsun2bM-p%LS+h*6RQc1txvrm-W=PA z;~J3^btS!EH2gT9L6brVCcUjk`7h~)#9-QvQH1cK8E1e6Z@x3Q)5rVoBKB5$EcRT~ zm0frA=FSB5#;;2{Mr4u8+Ai^r)kTD|t^9|P^<6eQvtXK7&A+Kl9cN>$@Nv%;EB@J| z<%(2-HcfCN7Pw9UE4MC9$d3r}H(enS-g&myPQ8@1n4QgfvMYae7jWQ&W6R&vr~5W9 zl$cn3MPU7V80k9kD|Kz%OY>>F=KP+n<#B2^wokaJjWZcCe{n{Lcnz<8?Fk!%9A*nY!L(fJp#ECCUzYmGHybKA++CPpcq|R zM(Pj~>SBnKtLd+!Ys_dT4Xi(A)1i;2>zKLXEjfd zE=%MB>gSoy1=ZV<$`c6SwYwg4*+Pm_n9k{T+*2>@%ViWCZ0(Qw>nFcpYKKHONNfo^zOcv-exX z%4dWlmV3WP96!Z7Hjx@O`{J*wun5N6vt0>=n$=}$RKRMAFquO_!? z>V6GZCY^bvUJk^ftj;lX9f9#|<@}iZ#BE-K&ar#KT;04IXtdV+`26*-10UPI#5fmw zy=B4aRYG~P?%SB)1ppDvgFCaW><7K|O4ou$`n@)vfRb)uTpxOlJMwiWs@J$Uw?0j{o6TR`~L_(!E)wk;XRQ0VV;!b;g zg@*@8Bi~shSfycSt4;<`^cqFvvO2q{uDC18I$EiT zuOeVFk8*WUEeH0m2&^KkuTj?+%^ESTv8HuHwa1$$yK*(U`ds#c{X4=_^w}3K?r+5h z;4>m$z{eZzGacDhj=|T(T{y-#Q(YP26HYvfrKXC@d~OrLKe{Ml1SCj%ur4fcVBt*r zEZjN)S)zRpBm$sUI9L5cQ5MuL+}P3CasHjE0#{A9;1l-ek~Pq>(qiSfQ$(mXVZr9e z$%r?cBhR983(eKF+d~b*38xgN12gOUHwE`T z^>ko%J_f@A9fRhH9d%gG*DwC2&hy)4#6WC*u3_g-IYcNM9i5Fn(1X5oKn3;sVDr?A zQEDa9zEE8$<;jIo$v7PV;?5GvMCwWue#|zCu~b-i$9?*@zgXd=kljG^*}SrBpd8+q z;Z(oyE212gT#-9}H6g04-F)!anbvK_OO4~pNmpST;bhe+xUKO5XE)GVH_)5jR-ZMd zSiv8r*Z04Ab&EZoZO47OS4YtrK3V$?I7DF7*=;rt*2Tw+Pkz$=Xxyf=r(eoqQZ6;k z#6i=936WX4Ur7H->nc_{UHOh^K+u1*w=r&yCCeA1@lF_csmnJ19~v|f zPwQb#H=1}i^v}o~`4@9j#?Y9p6$g(itw+3Csgw6CT&Y!FyWJkfu5SAX_<0R-I^$ir z#GjUm_d|12uWoTWPm}iw@RiNVEznNQ)6ur+E@vc2&nK>@O0$a){3GZ=r|!l(X~vAq zsC@k+qH-xd`AbE@JEjIJ?`x00rA@qH?9T8Vaa~8$7I?kCHyj1~u zmP6HvQ-i%JE;+dle@576#9FWK;=1zqDFNYWU6#b3*5qv5rg!&|F!A%Wsl%GQ`BOwy z$RE41bw>k`87L&1P`?++Ws?JYcXkSfzjRqhb0_`b*{x#g7l!t6<=Sn+OAb@`i~!q< ziGv}l0xl*a54gT{!u2)HznTMeSNodHBTtxp1X%r6x*N!jv#&KGFv^zhs{x&zL=P4d zLL{2>TF0mWM7R86lWy_oTV^4K>U{qitGUau$MVxr zYKa^k`}SGX+3&u^)|EQ&4rsUnozD80i%k*65$6BX8X7@OyOsrq13S#@Ga^7d9}%gJ z%w2`zy^4>fYBDuFB~w>>O2?>Ce2_3fOY*s&xxk7qOiQ{ zUfn>SJasTt^P7|I&4WgTkL4Pm>TIE95^(v|=`b=S=OGx+ku4GKE0^w30=!e=<=oWL zhrFpJVPb=YW~i5RO=Am2-|`S)hc!qgK%aiOxthGEXtPEz#>g=H-+IqJ34=!2=Y5P& zsCA!dng6tw0oQZyGi9a4|4W2PL{1WIRu=S{tj^~cz%Br(?!mPwjBso(xq9+A)C~5T z-onDdiBnDY&xU(@a;peV#o@mzS2w3izWV~wUD`j#sd`U` z|JA$~a^~sYG4N0E#34T_cQ#dBJcYW(MdVD2u#%>IOB^F?tL4f_>N~p+D@Mr82qN!_!aCn)=P!3m z&c**epli~&WB({dV?X8jBG@m%I0M;tI7aX{U3<3S7_rGMciP9xh!6Ml@)o=g5%=L! zFfhW?xgL1zHFB7E;>PnzKy+y>E3Igvbeusd*nw;HwbPZQDqx$e2FHpz@R|iD|HUm% zek}UQ^tYH~IZsJ)l@5GUoQ`wKX_llB#%GssiwJ#CcLYWzJU51P0Mch7QG5%-E2JFRhw z*t2Vg_MjYNS6AUB<(6x9mbA*XS(02Q-lK}fV(JyWz_)injR#Q)$ZU&?Lh8bK^-x&2 z_?mQ#x<=-#Sl{&=R}uGrS)(*mWjYJ$OJ#RdXBL&O!!h5LImk)um*BOp(stn)-^6|* zM+5tgfN%R!ubX@u@`zeAI`m%8)kU%|7jq zIh%7VBO>H$4Lg6zcSLkBFI6aec)CJr^MY0ItZ!=$?bh8phK89}&~g&-Zut!!7shIhP`X2w`Qxcd%4yZEqLa{lPIumgt3%`K`E}PHUq!ID2 zb5Gs-Hg}x$9OId%pyif5$Dx>Va~J<=w|aQUctce@J3sM`Lb~!teCNoh)ACwqL6?Nl~x-vxhZr)Gj$cR&#xlQI;&Fl5rMpOHC>MZjgw6>&W}=XPxF)Tv^x-YvrWO8_n6Wy;5f@cHaX@cjzM91) z<_J4R$QqC!;A z8ZRk5{d!*5SkKupsz-56cY}9-F~!5&w$=O8h;bJFX%9Za;HJOD%L`5`amo6`@gn>T z)iL;9)ar`u*+r;6*?Ns*gs1{8F#=kMPY##<<7>n&MUYO^He&I6kb!bec~bL%P+3lh zU9(o3vJw_lslC-~Y?UMiujHidn^$$}31j`&`~H#1KM+Fada z{_&=1rW@l7RuK+q%c>45vd3nN`Ryn!h}YPhzD+&K zEP+I;%7WhHT|_;DO~ifrl>78OUXlH!E7SYWi<_{@KfJPFXxAxgG4DKa6K{0FkIgRK zg$s7_DrpW=L3{50>MOnRF(P^Ii%AJf6qf%!?$&yaZ^Ax}6dxLo9;|ie(Wv+^GV~cO zXH$2S)YZdA8luYM)9DZstC--q*~T}r3dyH&Bw}*rlVZw4)vE_uHEvCgri_@=PvZpS8$`FMVBoWH@?xzQ-E)YC9cZWi z!{}r;p5T2(9M|}3v<&qZtzO^mC>Yf@sRDwq#fvU2_16y(?z7&Ob`=18Mj(4^n4Np7 zDgd$_v(oNBOaiRAGS%DzRrZK$SGP`}RHd&LI&Lff`(pqPq2?Jd;aR^<0I-9M!Gm$lJ=k>5$+9J%s9tG#Jq;h5usJ_ zyXxaQ^9f1i%&qE5a5B)mI75X7Wy00fJYSRv=wUW5@N~@>xSVCru@)r7*o)9^Khhv! zW_|8kIy}_9gE%AN)~OCL&Q9O2s_vIB;73GuCUz0``BUQ3du)mrE}3v1Xe-V@(Adqh zE!D-!N8;@f{Z5{siTH2o`|r!}J~>xBzc1OOz-NRd7_Mu|u8;_K;e%8g3M3+emcce` zF`#o~7?iyr$gWh!`Z4*cIuq}8cJuV(iKed*?#!JH-BItEQaLEY7aDiv#|N>x+CfffyY8Xb;3P_W-4}{WD|81bK(GcPCKR+c%^j`^ek&&UFH=`Huj0n`7U|9T3#9 zxyuq7W{JCKni+2FG86iRProZa-5Bq;PdRQeT!CrmXofgpqB?n`&!1TiY(i2epgXH1 zT)pEwo)n@6!ZjniMqm2JvFLnfFBn7Hg`nl=noQxM8VT*wJwob^x~4No+>bpvBz~5dTWa}ss=6T{2VfY``;9*+M8)nT=vz42Pb~e4duP2P+lM`O_UFi#)^xI5W%q-qz z2G=~_)dw4&0H9&eM2BP~4=?cK+Awry?!D+L6qXiU*@wMKnwuJ*y3C6I_ro;*NVO#Y zjEJ`OGbw|C`gF;S+$uhLydO=kuk@2=Kb+ze8Q;k2%)+*$K)cwFpPM2s^G(I#;Ryk(x}AGF^R!qZkqzISH~W`?#JO|Buc+#uPAKGGC%g zgI)U-K`$KiuZ_8S{M-|JGK_-T?DY}sS1G1&$Mhco<3h14P2EFvzj|I+Me@B?^wWqI zGDpN8HTPge<=r|HBR4u}h6$k%uWNX5&)NABC0u0Z-9 zbdI@$hFFVxZliDMd=vf|RzLms2#i#D96oJ+3({s-;tTKlzB$_(s)u|>C<-wh?7J?VyXB!<6>Q;p<7adCA&ar`5565IK|T%>oL&XUj6x$>9b1Jmq;wd4`!n5yBV5=F897tY1m`yAE0 zJ0^t?Po;sY^~atptl5*?x+i%$OJbE>c&Y(2UelLTb4JRoBXq`d=|tkM>m))p>j*oq zag4|&zIWXoOgA#T<%Ki4)RrzpF-3V~y7CYrGm(E%%~OIFxB7%FrcZgN_Y=Ob`z5t= zJ+!i@yK#!Z|2@Jq!ba`eF?rDsa_E3g=BC`c&|MjFD5DpA6J_GD*_HY&rx*3Udoq`z zA)vT%r(Zp>3Uj^hd0M80?zP}HQDfp>@CsPbIYNBM{AFt`SS=d`5zo8pHqbmO}+IA$(5 z18+SgC&y2pY7eX0L;c0HvOs8-mn~$|EXSAv0@PUHi39|ps#OxTYJMc2tqg_S2$m67 zi%6Xb{gm`fDc8__gdHLZg|yPDNCi7H*|%4piK9oz)Et~#EF(-C-}!r}yRDnG`P`Kg zJFxeYv5o*avY90L{A`DF5At1y%x|;N^kY^&iHcy339pf^0%Ln1U3^UbrnOzTw*{xa zC7DZ3{^}E#hh~j6^L*5u;a%h1!3|TB*S;5StD`#0n*-vj@uBiiT;>@xwA9&YtmzT|A8ok*hXc9>=^x-^rR(&oxHD$0Z|qi>OAV)Wtr!5gb@gS zrS3Vzu_4H=&PVq2uq*7+pW1u;?^x-2n$ zd$3Sm$f~jLhSb}_F=F|*JnErafU5giBM=AvxqB^U9z?dGqI(YMcX)*t6=*)6^*%c1PzAvSucBV$4kNo@+W&gQ-L zpwb@xgYLX>r+fO;{X%J$ldr}$V!}E_?hJ?UfU8!|XFI&WEtM!#KbeqSF>SKhMRin3 zSZiZ@^bFh=j1W5cf%?PN5#)T{)o($nqV*FoY7e0h0wWz}blo0C5xmzcPtDu+7$2nE zdxWy_luKPD4!-fezU0|@RV<3><#{Fj&Uq731Adybfo(PW-|-@Y|7vb%8~BaUm_hX@wGMOX3-1S00%=TrYsJH3h?bPxPGx0Ll< zcVbTKdwS8aTzX2{`y_8tfU$8;>!6iBE*h5Q$_Bi+mwKx_9aLw3MYxjVtg$%Ln&-Lq)L(Dvrg3U}mDJma!y0b&7WTe2ArO5+>=JU=om6;d z2auhHJJ}_%J42h^(~X?krQ9!kymkZ0jG$o@t)U2JwfWJ7=6ycLYHP^_yu2y5 zplR;#y&od>r4-Nm_Tm}e__MDGF$0dULxdgISRiGusNkJDdH=TvlZd#Yo?eN2RO0UR z3p~Or5X8(>?-SBZCne&vNzCaD+b6wBy1%$Lu|H_@C!Qvfz_0k*j(IJR#v=ev5 zNL4MheZ&{)LYZN!KX=7VJoQi*P5E`{ z)0MMAWw0L+c3$H<;`8>n?Q}QXcF>hy~p)WS?a*lW7+dPWkvE;1kVMGnf1g8&~|C#1l)21@r`WO9D|b& z=Uv~ycl^qy@Rq~`og&H&seoSM)yfqgHE#crhBG7XJ|g@-M9f-yWy&;90j;U6A#vlO zF4pD^$*}v5h}%iLeJ*}aj}a~kGS|dA@xbJ@j=)pjCD{wjuhG_SCQYjX!F>byR$Fu0 zEYB3QzV<@jGIBJmXP);dqWbIJnX#QY?b_{0M1-ejN>|SJa_lR`B{~Z&{lrBUW9O=LkEmVTTAieUBszHT^Q-S{0(qVJqJJWpYP>wdG_-B|0qo{Qv)+ zTjq35CRKv^9qw}ekzH`+XcKeEGecp9znQJPN=TN)v;*(dlfG|7mnven_MCP$6WLWQ z6r0>TKr`{L2)Ij5vSP=%O+1Usn5kprn&B;n`8Q)P<%P#=;?7#S+oI_R3S#%L` z+kaR?z&opm`?N+OGo-hbJ&m90y{qdEow!wqJ38Aq&SabC$XBX*iNn-=FK*=fr+^-= znUd4FzM5x0dCvYQ^G#4l;nhmn_{7idSV>WC$x2~leLnabvxkhJUEr=*$>uKim-9Cd zs(6!0;_jM|2>DzZwkNwAF#21Xie?A`>0L>fO?PH2^A>4rQn;WQ3d>T+XsD0oy;1a& z!fD~O37#dbyh^;Pq>fLfULWJG8ulD75_0mJZ@EL&Z!^Q6cEgO!h=obnxH&0iKlud+ z`)cz3lKk5*w$_8KL83QaqcF+8BAlea(Nq%4D}M4Cu*Zpe?}rFKMrbCfXeciYB9D9g zTHsH$A^-S%i=kiy-YT4$Cgj#&b!1_-8A}HWQ#dOv5MW>S3x@g}7naUUu2Qq`DeH?Q zXW|ojtF*#hu3%gK^h(RgXQa*6oLp6$l>~hDvv8Wc%j7H$-JjSPzvGFCY9wMe7&cma z;}^4~&Q(Rc*UNXrPEiM=>lC&6)6m%QL?Jv+*Hha7eGB={{;iS1j~^qf3}2h_Q)1ze z+=NYp!{m*S>ZGvevH88R7Gn-XJig9Ibu@LK9i0Op3j~E-Lb-u5p0!BVIp(&XgYRj|B%$UH>}QJTVivM5}@~ zW@_Dx1j`%hS5@!3Cl@o9>Qj1`1;W7O-uPqGb;2=%N%7qwMj2(@dy-rtSm>yA6}Az& zM$7=8rm{*mvd#F@f8PbscFD=lMlse;5oHyPnQ>UEP3MTtjeOGEDsRF`57x7<-GoXw z!Uqrd-B4F!Khd-rgxrx{PVx!IFPBrBu9suX7DRUeNR{_$(~^!6&5_3u|4a-BP!*lo znXsPAb;mfnR)w;xO`VV@GU269IYmrs*fB!ZaQ)Tqj>+?(Q?pVlsGbto9J^}(px)%3 zNtYW^{{GLb>@)JQa$=oz&_>rumeBr(*Qp(O(6#nz^(n%R5$e^dskZv9DgHy0IVQxe z!&V)5IGRtuE+Y3OCT9cXF^cgb*>+KGnNLgQdrWIg8H!t< ztbRnu8cYLT*K;E;ytM1|)FvWr{n@(~jW5>npg%JNH+JvP`vr7Y!j2L18paXXyJ%j| zg#D7<*3{i_W7oe{HRcSsW)@iCVLb2sYhqCVi*6t>xZw+Ik7O54PFEn&x22aaHQ9v4 zX~G6e1M)|a)NT{1b7mYCoAmt@?ZCsKOkvUgh*BW*#}>|CNF=o@sJD8-iB!=7cpYJ< zHSF{$cKRMn(@|Y(SUJ<;GeSp?k03)4D3ja`tWkvtl@*%Gf={N1?o9g_pAHO`WEQxn zc-!RUoRVWMxQlfJjuE9Uw5%*{or^WKSI%V%A*Q0p^hvxPMH;i#*E8-p;{)H z<>Z7$pMLaVsBvZ2V!mJM4L;*?K(p7YyUf(=RnabwFO(Muee5&(xJ_qy_Ui8no~-9< zr+(|S8@3U4T;n~}7d&xR@(rh6_lZB}q>1nyftsgu4G}bNW5&U{qM@Rm^O?VI`Nt?) z-^+CvSXIC#8WFpB!#h7_HSw+;=F}Z6F0m7Sj6Gw$<+vAZMCQMkxVh%Us=YxSg@o{( zwW;TrKA(ch5;dH76BQkHuh7TQa~#-FEO~2p-az-tiKMhIcM)15ms)fn%#bI4*FBHU zb~$Z!)%(gFlm`6B?Bwr9jjq$|W)ccyj6DaMo9m0*sSb&{5UDP{r@q6?Z7NpDcf_=Y zO%bV$&U+5h-AMOi*NK%i2KTMm#T{sDGh4W0r^Q8^Mbo)1xUKSzyC!vYY^F_5CF%Ko ztUT;e-;%Ym+RhGr-00r$8-LjJXkK&rf3 z$FPEG^>pGv_pfwCQ_^HL^v942LsLgUtNFVj5$KEFG_TaTM`#Y0%kIq$b3dj93f?QSjEEM-2-g7g5&N-9Dq{HgT8aPGJ&h3cq zKSxJ*n#W#~?grf+PsfndO_*lCXc$HI)NyO`m&WChx@gW&bXSrdTa2+uHKF6B0=4J) zcInKMGFb79ou)kGDg4YVUqUm~naj#g&Rr*DmJhA8Ky$*YBX>r1pJ;u>jhozJ)a)y- z#h5pgHnyol%yrda_fr<<3mltpMHM5E8A#syhX_AKWEW07Frjlo%&rJV>T_~Bic;%9 zxE~|Z*UQl{y*BZpTXo{Z_XyRdnF-n)Kz0#^|6vW&2pDCKpwoe$exL7O7uB~h|7u8t zNBcounoRzscj3xdj^>*xrL~OyuUAlNjapfh{c(0Tz9SB6xa8}UNe>uqv7bI8Ry>Pv z{bT*YNq>wT>PjrD_ARN-GX7NG55|sSq4${zn1F8>A%95SiGW%iRzzHb)+g|ogL+CNxvn%}fcxl}<6-^&AK5TeNL+u2PLxc&O z@`82*O!RWBO}s_N*<T`D9@E^vg*<1tN%q!SMsCLwHjsFyZ zoC5yZs`5;e8BE&8;InX47Wj0{fN0!R_PP2!vf{g27Y=vhmENFgwD=p$u}%nmW$Oi2G4*TbW3pDsi~4^`#*F zAfqnrWipT2<8qvMI6g7_5x`W*U>9m@#Nq8OnQ;U~=D6hFri^q>ae$A0>`fKlN zft0mIYvrd8A38Nyp|J-dv*+vLw}z@39n=$P-N52lUFyY2w)U-$t4hy|5ty*}^$%rE z$mmjuFh51$JAzdtm>bESOXQzzjd$YB`%$C&L-$P(hixE# zvCjyIj=-bp9%E(^fPZf@i$ckl%}7VfVVWZ+`dA&d8GG(4hdOM!J>K;{UecXStkz&1 zVa7~MXt||ADr-}IMIdi{#VC>+qo-|CpAK-PzV5!#9&!T#cJWHZ6 zU~0)f&HompJ6gwYbEyKejxz7jH9$p_7H*7m@_XXmW)0@vPX=mE=;SfvmgUQ=#wWT?F8-Coeu6DH ziA5S#QRIH|1S~te_w;s zg^u}d4$AG+R?V)Vj9wbMlk-(l8PVHSp4i+Au^*$4m#}Fd*t2;&ME~P@ zdM(D)+Wj3dzzX{aFO{$vljn?IZz`*g_1@>7`_HBq?7c{}vo?ymUqnkJLkieXmi-Q#tu5wxCOD9dHpkd`{Ip)Y{r={<7HXlZ+Ks=V4 z`dnb0P`WE?EmtpRIL@`p8E(;~wHS(e^2D=ieK+JVInuY=gOsn|#?T5!@6nT9DJ@z+ z^+%oz-iHnE03!yb=u2_tNVz4fGccjv=nI$bcQ=GBw&1DtU= zHOHanBB-n}N%S^J97ss5dAR#Es1K!Pm`)S8~>x3Vj#@0Jd-B}GM!kJzZl;y z-3vUtBer8GVTUvor$hbcg;5;h8K9%4gZ%2;|RS88J+%CM_%e4 z4P9DzZ7M^(&u}a`@5zA2ht5^p7x+giWN&yFu5W|BfUJ@RE6p0_Dj6Zr4r|%1$@I+x z8S12Gu*$Zc8m|4^GFe?}Ror%eN8JBb1>X@j!=SGn&A0<7HGwX8{fiV$Q9^$ZY-Tz?*6^O+pYrsml9 z+x(+!QYF3?>J4=>fbe5cGhxEPKFtru;mpzOGtW3-ka+FZRiJYWqzu-OvWbXrn|){& zE}4H{aA^PhDxM$Js<{^0*o;2*j&h|ra&&qhTTE8Pd4pZt`QG>8W-@WTys`_=DaAhm zSv=)*;l=4b_xhfS%j)%4`pJ3vx%#eP=gfj*M4DQ0S2Cb1NYw8$Yuyma6{#B8oNA1f z^!5=s1bJ-MLe+Tx>HMQCaqYl6kosfu4V3R;>aaex z^v_23dwpb@0C~2*w!m!>C-E48HDYEw{pcq@qQd(SA9*vedfk4-x%g?%1?1Lgi>mR- zu%EZ3wNSA0RC;zj$yO1DL&W<8zamhRRdF$^nbs<&i?*h-lFdE>$B0{@T}@Zvo{$Jl z^$lpOG)Bs@SL@%7x)eQFjXX4E^s8~J-7{Yw+0(?sX}m^tw|&nQh{N_iq7bUBv*}fP z*fk*`)89iHBql0WwdYF7CU@np&I)LS$7U^)rN60>V-PdzRmZt|w%O!L{bq87lwEWs zDGPS%x4Kj~#@x4tFoQU;t}tkYKBiu<=;eSgHNCEUQZC9!F;k9>R0{svR40n z<_LQ=+zmv+68;NHt1~g*t%C-dXSd3Nzbv5$7CFCH2mTZ>0HI-{T>#0ZZ(;d&@q#_CR%JGGmLDC$Z5nalAhwbd8{p&sp%m)Fj8dp|Nv#ym$Wr z|LRp}Yo!(MhaV$25maXdhakIFDn&zIdl7L-1n7^KY&u?%mn0C zVzi4@)^~_Ft>NIb&$`aHvx2T0t2PDt2aPGLwZ|WW>qoom>|HB0kSCkeXMJ4ZrMO~y zy!PD0<+K`ZUBNa?(BSE@>)q|V#qEL~Nq5L)?qp6*o@UFE3v}bR8p`PrA!R3@1K5tgm+8* zrZ9D9NR`CF(z_-f%|LgMczoefaXcsgkDK98ewqfC(_T=*YQm0T zeLc8W`-SUDW2JbmD^ov6=VGOY!o)`Y6mg}F>|L>6!@HK1j+(}dr(RB-1Wl<#HOq%` zOJzzUy@J%Y4evml#1}uN^{o*j)sGSNF0lI#yCAOgq_6CJ<6G(I&9!li7){-4-Tw%^ zzC*-Y41Pq|A7a7jvlRn^wA3~cZ_MxNxp??AC*t2a zho)S20)y7^FfP1#t}GHAHujunzFxd}mu{dZqkW|jk=4AOK~~$KZzg z{X6-bc%F|wIp`z+-YU)RE0*zxkZ+ z--G~&zXfO=XCpM!XM~Gkj){7dC_s$!SdpCF0||?s>ctU1N8+Rgfp> zv(|90KZf+^L3Os%X|ax|JP7M)g0DMQf!**mj$Zy+q_pjXsYxu$XykRT#p+7Bc-QXK z_~=*qhheZz+=Q+jmZLNi7M3YaiJT=lp_pg$;L5_7aR_F}6p=($?^sHS4LvrxwBSW^A{M8hCW8) ztP1uE>9&{Cds9?a?w8~vWBR85kF&4Mm0ib?{GY41OP~XU;oSemrcYWVBPiK=Q-#L# z;5N&d$7xGcFg{9cJm&lJ+hF(lG5+*RJrG^JvTVk-)HMO_{aF|8s4+jTWwpW}zD|;K z<(dEDy9zMDj6E|-SKu{dZ@U;dx46fAZch4+GqO)k@%iud-ab~?_8MVBcdYP2IwQ{x z5S83BUi-zVz*v!LEy-izFe`Lf;~h6=pd07x4Ur@o8z?hphu2bg5=Qn%$VUG_h^oOk<;v+ z7;N(pxf1{X1aVuP7cR>4j9c0=L9a;ddUN+MGdXz<$B&i`7QA5MV0Oi_l{dq4g~>hb z>69Lxvbzf3R^;Cz>>n>w!M7E{k7|4=Bpy`l=Yk(p{^c$im~=Yvfl2gdEc22c{2YfO zA6QR{)F-b(j09C+Z6qCv&TGj)jB89e-pOXTFE*)cJSPEOUh-{~65r7U9u%2UsutAA z$SoOa?u4^L8B}8>+zpF73!)BB40lR&{5?Tk*LXjNoMr;ICk7GvGj@^NOBzQ*nOzyI>dnSRBi&ohEE!%RFPkRAYvZh%?8Ju99vxF6Hh!06~1R404N z6@9IUHT~j~1sS9|>-V23u&A(p4bN3b9hZ!DpuyPntGPFrspg$0R+WciWyN?l#!T{q zLg9}k+JmMVIJy@B>!VtpCv~s_pHJ^?%b}U)g!L)tNfTGhtjN>;YRu4_G<&)dPYI~; zRyrREWtQ}t5Fl{6-b*Qm)oaoDN(O|9Bl&YhV`WVWUFd{&n(q&eBH|q7OYgyIwqzE4 zRi8|-r;#tqRZe=R5b)N|SV)Gv@f|XCxH3WeiI14}(O@)-8qdH0Ss$loZWd&&4>khg|o%qs;bL0b!7H9O@*W%ZI@~Y@u zmbVIQD?FNp%g_{uUVb@zLwJQT`W|8Xc1(JpQj!NjXm%7HXONk3=gGLEIim7%T%6+3 zvPpAI&R^fBla{D#GGU5mTIC5zr`M+nHRxCU+^PGV@L&}$Atp5> z>p5L$n9U(`G1{ZzKVS0ar^NBu{TSAgi`EZd)n#OKTL9aeY7QRei6*Yq zHS*;bPuVMx?N7>IT8?+Vxp7)Mx)*egpoVI3bw9@LAc+R5d3SjVXQ$TiYh*8z<_GJE zpNesaPWr%s>IyKK$ zF;S=Pe~KWKe#(_&k@tldU-pO^JZh30QbJN0E;?ui&i$|Nj-H6%wbG zu1%7?Pz+{YF=a{9{7{iQVb3=9Kv^R0&L(D8-BTx5z@w>r)wxA`+*mBbVJJ^HYga&W zoGum;+&IhkwE`5Zz#WQLCKsf6@aE5t;;-L#j8e?f9l888>}iE@VNB_c?5PKWPfiqd z$12^W&*sxBE3G)Y$1Wo^_0(OGb;N!smJ5x{Js{uXvEsCs4)(9lONLob%W^FEFvQ7A z&(J^D6*52Ods;iPx2FFeHLIC40ZN2jtjVuyP`dH?l)7^zor`@)hyhUkQUK?i`AX&6 zlFvJ?9qSkjYV9W6aY9{W}D&-LD;=Ka93c`ctL^er@xTe{OhdxTV3X)zL2>f#v_&5Ov ziB@pjBP_cWGf2zO|9jvS?rY(b=7Alh}6GD7Uw-Qcj1r8slZzzY`yK` z+Vopt(oDR&Cit9Z0ZxP+B$H%j0Fz5mxq4Y@nzeIGtLL0&A7lB}JLWnAww_c&4*u!5 zbg>@_zx%UaPEo2pkm3Dz;f50%+JvAPbFPA8q*`KU*L!%IH{7^Qq%t{XZV$yG)M>4| zXV*PVtIprG&VP+A#lP*(NCy7|VuP2u<*RryWyiGy!&Sw&WtvKTkP9zmgNbIf_+#09 z-qT25%;rm>>(U4DB$1?C2ma|e+yA`w@Zb-VzY8G4)wyELFU*Mqr@K5>__iVen2vla z@3Xj)+`|yp+P&w$OkTfdw0Z2mKK?HcdiBCBy{ppJd25>r3PpIl1_46W-3k9t1y@3@ zpe*T8MPO&kH4m>&zjyT&H;{Zs-zwx3@Rj$rvh*r3i|yyS%Gw(bUL?Z-=3EW{Fe$? zM@ZOmiP^SV0pciv8|9UkE4{Y1@^X!3Y;c`?My?bJz9dnpx=%8-M^l4|C-qy!`!!Nf zcAo>haf@SDU#7Wwcw;B94Xm&Wq$W|BvR5&aBokE7uRN`}zEP&CRuuX*aJuh82?}xY zZK38TzQ}Ik{)yZhFS~7E6Wy6#|FiDYgD18CBlr`!244 zFiMwOIFyYUjwTr$E$?K^`0}TP?k|LmPZ--FiENLEQL0GM9z9UzM`Et)Rv5sbc>r#FV8s$|tRta(b^gzb4Tv8D*%`iOr5F7oTrwEyQw;OmlVBijLh6tg?Bi zz`jCXO6eV(5>e1nGU>3DZm)}6FIF6)A$eJ^m_hdqr0h68jGod33#KG4%||Bc6lU;a zcTC>cmf0Mr6`(zZF76G`Pl>&u&XthWK@pNnL7dK}(DXt0Jn`6C9%xrFUBk8&at%dD zRL2LJMK6*^YYiHl$Y4kQYfUhn_b+IN!sr)IK2{E?F2glSK;_vQpT>J;+o_xy)vNo2 zT}VnM*r!)uCRSkfInd1tp#Jo%XKX#?p{W;T3|&1_r~K%X??cmsm_?V&7wrC0xOO_X z%r1$v7CII_HPq3=ILb)8Zk(A+ZxxGc*mMnahr@J{z~mQf^#m!m=Y9%RmFDGS!>FXs z&S0K762MBe_?C!rza|hjt%nNRT|=@tlsy=1ThJW?CkL{clw@fTZwBmGYQ6(=!_Q2%%ab;tvRKQU*Cmy@lwI7a`TyR@tL?5nHZF;aPt>{KKC&8 z54u!&kU(yp8pCzDtKEye2#ets?VVv( zu7I#b5-_#nD`tqI^{hNt<@-EiCU+q8a>Xq(d z_pW}iVu;rMcyGh!+jY-2PT8GvHC)qNpDSM9?31{(Zx!d_t(>`%uNBa^XzT1SSD(D* z6z_G?@)fd~E)r#*?bc>VAeQTU1=f0x-%J*PuzGr!E!-Q1>+5Sp7=JxgaJHbHP4ny_ z5f4jEbI!%kyu+e*sNPb&%UxeCIRJu2+EzftPYexBBK7UVA_Sp#rPlSJwq*G$NZ z^ME;%OXq~Hz4luLiQ=Csu(<}d73uW+RI%oc((3n+hSVy~O~v_NKIPn0oV#m)!otzI z&%7Uat;l4j3z{4#-Y)J7)Earh87JM#noi5pKZw&RRG*!*XisQxl`P2~-A@&jQuR`? zyGEs|JYK_Xdkx=TWAoPRfrWwb0WNKu(S19p*N(<)U}+kCHmC1w(}2{fCNk ze~okhDd(m_>kh`qQpiO`l$P z=9()W^i@Y;Pp^v3`^-MbXRPmTIrF2dycTbEZ6la^@Jo_hHLa>Ugt5ODx}%U93R7EoD>YnQ-c)4?ded zD7de@jpX{q2-?9;11L&?F#qzNj<9y^9BJy6eEydT=N@;FBk`_mI}7>lE}BQZbf$AL zQ+3PDh4YHOww3PW?$;4*u(z{1`&v&OeeBeQo{x@x@`J6Ui78WuldcL6^`<=VI*EIm z&K~v8iPH^KzIRG_$95I>3O3EN%e^w~AZ+r8@SKVJ2u8GZ#_~9xbWK2=a4Ms{r>Gj( zmFK-;g*xdB$KNZksIY#G@F78;iY7irWPFGM(;*mJ?_jyh8S1#kQuChb)+U<4ZN+n{ z8|5@3`Rnuk0`Y;Lr}yE)>m+jhP6;5auydN4>)gX z)_EDb&*hMB(rNi%+XA}^+gH$I*YO}k4sULC#HWKeqx*ywU(9o?E3m4hI0A_U4=0xH z%G0JiuK7{km~PN)(m(Sv_sU#q4yj{nSa?D6bDFCqEZvc3|5N4SpXv;Dw%#%sWjxR3 zjMUc(CvQ3L`PoLuZU7jVSzmz(p zl7_dC8gNoge@;D;zXmtrQpTO+c?K#8(G@V#n;f*q3i{8t{Vsp}Lf=*}cG1%17Og7=Dk*_nBPvml1|gNw+iQ5rix{!@9|pU|67I0r=;cZPz!E2zln$ZX|>YsL> z2&aK%rm&?;kzfSpjDF>`;!>PH8@W$NGA5lCdE5GeQ==8kalX_S&b=dwHs{Sllbv)u zEhZ%QMv{>l4!Uc1Lc|G%yehccx&cM+XEE{q@sN^#IIL6MfjshXD*4OVm!;4Ra2GVM zr=-*Bda+2`v&26dxA@8q;}Z?@qLaQ`>^Nt~yy1MxnxxL286FPM( zxPRMI#`~)ZQs6ySoV#m~ITR$_7Q_q2O7lMc4^A9-#d2bH0?EL$WBZuYLg|{$AXJNGB+Ie~n8WOv`y3zf} z=+Wkw0(bEcY5V@Pi-jsoCPia^0Ruu$`01Fg^qi48Baa?tVuq&528rGX_q^tnjt9oB zHAUGyIrGP~thWltH)EHxfou+E>7(xr*|&Z|R6JvjM*fA#n!&NwM?G`$$~UlDsZ;p; z&ErmbORnI-hiDVRXCiG#R7+fuC?A(>V{2z*4Bri!iu%GaC2yXKa|`v!oZ`-Npdd+o z^g~t^cYnIt3GbT<99haqL}{3g5tYkj-kMeao_EPg$28`JP?~}0weHC-bML;K$oRu#qJs*99-f- z@KXD9pKq^8V&2oacOWK{uO>9V1^BnW_(Q|lFmv(iOlbTh6Kb7E&~pXMcGvJ-#me=~+BN2HYTIiZ+iOUL*GS8|_aN(V&c^9I zuJa_sD0?I5pC_ZbWv&AZtEQx_Fe%achioZ56qF+>0fnPOwHNgEr=4dK1HWIJ%P-H z?XqwK4h$BaoWriwP|g+4aM+vjHZ@7D&4M{BJT{%KfL#K9tN_($A~_S8ul`msUBje8 zTLsr$?7VvicRHZ8^NXHvz}X8)+{2+iF>?pJEqDg?W|9WO|UVTpJ zJWE=*o0cyNmiR}Z8_VfiOx(PkO#_7!x7Yi;-TY8$H}%ZbXr9zpZZYM_)OJ(U?BrgH z7U%sNnHr4DQnj|!483FRjO=vwa5_pkd8m>{CQWD>a&@!zy!_g|a}}!VizRmDqDk}5 zrwaUsia-Rq!y#zOGw+p)x%!+Ln|VosyF66*;;r0O$Tgat&~xfl3`7V*GP#?2seR_B z(23!W_%*-6h%n7b>`I;C@!x!%&TEA#knw2GqCmTbD~Gkz*N}t}ULT;8uqzmK*@wP`{>@#)I%gD;nw#Nnr;pW;sM%hf#*>V4T(loRJu z1vqZ6PXaL9aMov!-(v0LCw)vaPos2~AhWOVpqf~{S8T3P5g{@OaGK3S)@{uO19(@L zoOg0q9z*Fx3P5pboo1kyH<$PRBs+7@e=K=o{vCtY-8vE@-d!_t|frq%T83&UN`FF_zvWqtlF!yl&qwd7Rtm`RR8 z(6CUpS@}9)SK<4LVs=5((-+)gG>7Hj<+$6zF(vJyV$}}zpf7N#_{4=@pBLNqwSxTE ztaB#3bbQ{FkB8L~IqqqkO}mq?TRCt?24VH5q*!*+z3N)nxNyJqK)Q=Fo%0ED#)3x= zV#%*7qU7xwhTS!sSSM(ykUw|R?Wg2yO*l2lhe30#7XDbJFyp-f|67I0r;KxyWRx+P zHgT!%bZs3wt0R)ogky3>zhZp5D@m2vP;8KU8tJHC|cR$~%LIi&QySefG5E98q?O8Up zd)VX$dxaZabe}yN>?$BKu)dii5dR1Enc!3Oh1wei$4I>74`VkAH`ba9AGao&$Pf9h zks2q(P+xI7mjzR%&d;A8^i)k8qd(+I&V=Gr65OwZa#oI@t}8C>w-;x%^0vOL04hEh zYe!)Ue|`RxziWK0oyCk-e&1B&#;?6Lj9oO5)9Q1fYs8w5TQ0nWOS$$z`M0>Uaf?5( zZO0Qdx$mRUz(W~`b&1K#L>TUbkko_fGfOSNlHgb)tUVQAE-P$*4ck=M?tAcAU8nb< z1tecuH_a&;m;rx+Hw4}TrFHHm^+~QQ-#K5*LKYQM^JAelCdMwR)pqfP8~DdMpD+h3 zf6mwbUcu}z)p+Ndy}BP9D;vIWvj-wFB{N4;I*X=>6+0{!zJBG4TMpdUGy|^O$WW$W z@ja|3!p?bGXG^ACSG;sNg*%M>McJi+!_=v9;YvK%lpt8Q@+%=JRnzw%ALmojTt#~i zk0+T{OG#Bp=WB>|mef!2e|XDC%_;Hy<9_9ieQU_|0Ubjb#|61*VN-!^#e<9YU|^Rr zcAmbm`-{&Nwyn@>REmha4K7JWH~QsJDyifcp)rWG$1O{h=KVtnF==*#Vp3mE zILy=D;4w{o+#96AcGs}or`Ya$JWXhBYY)T}@JtBcDQ(XexaIg4aF6>`;cDi}8cp}c zmwKuIr!%at!4B=~iorp<=5-A4Df=lC9w_@s2Q)1+_MFh-$BJ`T!HJH-49yuIc{2z? z;@;2u|94})JsZqfS3pSI-)j z_nW;yd%${AA1C~k(_*1(FBNWdENF9eliAu!MbW{Qdz2)8GKbaWwC2s#{3simPe^PI z$)7vgnJ~ELuD<7?BqvW<+xpVllj|&ao#tti*LgpkTUMU3%XhAloz5p+W9wmd6-)J` zUc-&^u()$fmm;w7MoTUR;+;EeF)8v&cd_OjHY^~5pDZRs%yIVlOxU{|=ikMwaf~8; z&28VvWSb8VTj)=*$zD0218->rGMI z9stw#xQPA33EQM?x)SyH$dYWcPmP|$RfRP$wD8?naEk{AHStr)^{PF_^^EMcbOWXy z_o2dy;J)}CIayugyvLvLagw(*Hbc(m$lntETuG@+s*D|sOkN#!71K3rTcOt&tKyue zHPn!w5J10H*sh`miBm4%Sosw|RhC*)gZ-tLopVN6ENBY`fae*RjCxlUk(u{Wk&9vD zouTjb8o~MnLZ|bbn`CIdjg;(d;@Kzo~yyE(T_ZdJy_>R6*fcS;|m-Ap% z;Jt!=TiW-@V!0_}t@A(5$@Ly<&z;q&@z+WW&Q*NM**c}OR)_L4aO>Pruora8iq9F2 zaYD>v#rrihlKhym<5&&$T#>(kb>-6V+7ng$weamJ*_zMpVmC`I^Td7bP)ffKOgfx| zu|E=W2ktKN-FNq;YGBa%Zl=9&D$F+(zmM5mBMFE;XK*|3*{can@}#}tLESr@00DKb zMR+n1-*9Hh545LpF&C({ySp#n7caC2?-e>VR?XR9W|)(yivG3XuuNlOYx$<*JV&Qj z)5HsiL;KY#qGLnp#n$XFN@e;E+RVb!4U4o+CdfVd24+TGXjTuKylr!`>P44waa^)w z%97#`I@3xN&V1!-o#%#}ZZ-CC&X?JHu)C{=Dotk5-*c@zAg^CZGa;4Ug!E=`f^+Vy zGKVWiA|IgPt=QdPK#rhK60Mwsh4%@{?^_vAKrrDr!>Hd`MDB4)*)RoOv*?@s)<=M*7^DQzO5e z7wbl_aPiu6(X1w7%C3Mq<@xjdQj{fAsXdKJF|(j!#kKc}GDd&AhV3fkXm-iG0j2Uy zXRz62H87Ngg361r8{{vv9;W#Gm3Pvzeb|A@XUrh+;qd65aEDEWT*GQXwROhwn_JRd z@#eTxN}YYhj5=M>^tnIifzny<%xn%#9zBZMqdlEWykH*l z*LZt$pLbVzq0b7Csnq#Epm)K6N#ni3d{=?$rMy4MU5TMxP6P-UyI2Wp59}=HPBZ_W zxaH(wHm4#m&vA)c{ticj2TOd?aw^eII`F@qeGSy}(a*?TE%;jt&-ohJJ51PTXtFRA zR6eQE4oBALGua9-F4;8k*#(PC& zEO-2ay$6HI)Mjg}j7_q_gyfy}AyJ8(fjo=?)?U9xfeasjCNz|F1nw=t6taJEmi5Wi zt7lKbly%c^ZAu?RcjZaPHj`8)(E?u4E6J1mSdo*Fo*ssp?*}hZ6WKgHyYejdQsMvq z6~-0AJv)Gg#tU{c?N7aVQ@Un?-Xl(#CiwVk{V}`6G5bj~qbhwA`8Lmq!6Ssb! zCPwI9p2J58%e)k+*AmmY>v%Nd)fZ^}6%bY1b8 za7q9{clNn&&&c(1tbOu^t!4KSXxR8U(vOYY#C3XqPexe$oegH;riFO^ z(NfGZSHlv?cj?&TZy6KxW5r+wh}m^dny221uTdsNGHJdiI*BL0R*>tL>elEPi(7+5$}T%m+#Be{ zi3S5-PuIxyd@#3I$Tg#>7vrzB({-_~P~BYDtP^5phi^cX&`>T5@0tb9|}5wt^^| zn%m^`P1A@K-771fbuO#j6m5?@hLT$g(>$Oh4wg|wY>B^c(wh8#if|JK!KYjE=2c&kVsL_UiRr=!W&TG(>2;zFLPe>#aK zuPjX-z49F8A2XruNFp2h?Deq%X4?w?|F1BvfC+_YQDK}cDf5PVNGzG4;6!O>9t!j5 zn`@-MW}_n+%;Q|i&-zh0XN8b7E#Q?v|Hrg(Y)QSK6W`bRgx4j53i%Q}aKEYrQ_a~~ zOvtjJ<1W~vhl#ZilY@V`uDIExS9if-5L&>AogSF9qwTl(7J+pIaN=4Qas2Om>yMc_ zvA=98v_GA5c?N=p(i-sWB(zPbuzReq%{3l*Inj_k{&?MX!eRA zZFYWPpEukq=<%e&npgx^S|Do5uBr3F@TC;Pj&I!_MFG&Iead!Txi2GGpHg9isI!@2LK5>h-ZN>H)atSBp zK^Pj8R+N2<)0ZMqg~)n_W^v<(>&Qy57d-hp- zcFwf=497PqcP1LVxJJjMi!*@)Cv|@rs5R0c*QUfi(j`4tfO>0(s(d8@;@S5}3-#h)&-s71ERCdMG#WTJfds<(u~G^d5}4y?b}&K%J7v8jRPEc*dMyne|Es zLAO>}tpsxuKS+>o5O$$z(wqZTcETZ(fN&J1MGRL{wT8y(tS^IwKfgZP%L?SPi`kVp zby}v5T!$omhZ)j9%R7%vvEcrk-kci4t^(VNuw`kvUXuD3(_cOn9HjL7ZOth+UAdeM zC*9Wy+h4;r74~1g$9u&eUFp4||3f_=BYWec{ve_V0Y>L&!|{>dxi76jrcpJoT-v`+ zrf+(lXWrArH@y=7aZ1}G|MkYT9&7K_T$_rY?7mEz@Hi|ghT@V)U-&vo1%6Dti#*RA z(~~?bpdlVrFBMaY$WO8Cyqh)^_`#fsVTJitVcUw;HLPDFnUIaC5?&_Gtnl3TVXB+& zKD|ed6TGL(o&OrpTiB7R@#=WILy4ViFU{TcH*0jp>Ek?k|MLQt0S9*m#% znrHLH5nvOVRYjpJ%?l}+2*|0ZtlCbUf!HJW_hq;O0yaG#rEVDv#Oe7U{R@57iA_0D zb|t%(8SZi7b1y#3x(jya8TZ+E(usWMY#!=uOSz(BrTZ>C?d2Iv-14$yu;)EhJSaPZ zSjW5&PQ@e6*E2!k50&7&k??%$Yp?#GnK3eojsGFYT`{Ief z-yI5?);##@lm&mRP&mnoUsia9Np+81RdM$BmQhfH6W$U)k9XgP zz*M+!kaJX<-ySCZQrJ{rTVdP^tW@A&`~z*e;?p;UOaUt?Z&!hB1+kB1BH`pku&ubC zz{2^X7lu7R18vG4o(`&JL%Nm1o9OvAITBBSZZ9gvA(sY*QvE*sJqs zJ7J8pnqCadhLUq-U!`P%N76ZF+F#`6Su=4`$6W=wQ@YDjg`4Df3nvee9|c;sSjR`s z`HYx~vc69>I+pW0@>AD$DT7(Kfww!*WlOgLdZVVK&CEuZoq+dj3ukng^B*&-eWEjY zskj{}x-)t`10RuRTl2Z{+2j9ESM$GTC=lmBkt7=|a{~OmqS%AY(>~vZrG8)MFTSh5 z|5l+h9LeHrc{ssv_i{~`ofjCn;#p(1%}5paq>W4>XYaPqn2@LP$J{0_S9EXe@5*(h zoG0C8My7M3^u)9$@6teN`}Zg`&^8sey+-`?zqadKdNO%IZ1Wu1MQ;j!W`@QD_ON*; zgv$d2O(28dr@B`fPl;i#70s1+Qu~}A+A8HVpJ$CvA*cGRL#Cn=%Qf@o8iRS-O&ysn znCU;?RZ_3`ICnq#O6j&psyP=df`IuSE5Ot)X30CvqWuYVattpda$Pw(m!(jJg$rJK zbj!i>Qf-0i3`DuQTO)Btht~YD!cBTb{aXO~l$VO(VJ2rnT2o73*|U+XYM4J0oc{g&+mNE(4P zCe!bHDh^bxK3C3ba_y-t9SWR#j|Jl{+$%};s);D&xkLOp#`$9>JQ=Ie{K}K}O6z`~ zsY&!??eQx0tq#33s}0-YSrXhRRHr*~`KMFx7^fS_3PtPe-p9q1O$W@5_1W{}>@ZEq zWZDIHj&4v_ug8j%CHcJKru+VsQFc&!(e?XnauywZFc3SA+cVn~`y7d|E^gw&{fadR zgGp_QIUcrr_y3-MMHR-rKaA>R*4U;z*i^VuSVeON>Kz`Q^@a1oLlzcTftxD~Js(cb zdea0X>n0{eJ$(?SYV@Z(U_5mOBOA;sG5C^cLIUtj#aW3;tr2o%n*_}FEYf|%U9Ymu-`iXor0JoVQy zILg=X5ED1Y$909p0LHu1B1XPg{`J(ud~5B0a1*DYMNW9Hw$J5@`te8448I-IU*6lO z;1f=*r^RwTKQ)?iLw6`E<&t$D=Yy17Uc?I%=a$$%*WW|Vb0Jt(goLJAeXf2IA`r8a zf_u=EhDl&N=}GrEAGve{`jhb+0-8n8Ch58614mj`=7ptR9McLWTtgx$YG`*|KSd@tE2XP zvVEJB(=PeQyc24MUHOop;g&O6Y(0CSl4{O;Q+>fs&n!-KPZhJ4YX3VF;hz9o%47T8 zH+47!>!Y44VC)%sFrz9QL0N(6v)?C_r3U5o#T=;IvuDKFQ{`*ws?l(VLhC!RsLYEuGPN8r;3KHY(C1npd`mOK)-RSL7qSd4h| zq3!%MJ0(cEi*)1DjBot75H8%h!ktk$J|#(dy7%)w>rUE8&%}o{eVh}yGVz9jo4ASF zEl`c`H=U&@-MO{#{niVEW!N=i3p92DZ-g%;zI#Nz0T>SoU=7 zDZJX0XN>UOo9+avH+A7###83x595kUt&`A}6~3()&0X^%sDV# zT(mrBr;|!$az2ZJcQKR}Fq_Dx!x>!s;yZl1BdC)L?~?CuA6`<40bAU$P+xmBATv+N zizAS4)Zz&Wv8MFv2PwzXVR=&L8#{5vgWTMs#;Q#|&QL`eYZG97@*cl_V4vuUp~JfK zWGKmXzoi7SnNO!HjF&K_vE}j%v^u@sZ+7%_1uD7DPHN)qW$35xtxt@qlaYy2)>B_i ziPOQ~w-t!*p}RVzy96h%cd&(xC({kn{Fd`@b`=FEpPA|w`%vmE=I){rbLhF&1Q1QT zX&y6IZerjysLwo;%Mu={F4u_V6y(Xo&R|3$sY#KkQ`&G18cyIhz&`OlV@KxxLo&*` z?}qXWt_oZHknS9!JctA5&6x3dl|nI@lB+y!Ld}_{Zg`L}qdbZi29qF+P z%;(CZ7>1NkC(p-)I*Sd8vv7Md(Jr4t%)3V}WU*?u{xpJ(Kr@S@pHA|9Nn}FxVti`6 zaget1^K)9?bV{YB{dQN8W)II5*j&T66`2t8`aSBm?I*rG&%IU{E6Qrh6ZCa|<$jg_ zhc6sLYSyTL(WSqOkJFlSThsChvonZ4=#X<1x~J^lD&pd}6nGGLLa96Q=#xF1jlDDf z%74tud3E-2mYIe0bfB303AW%zVf?K1jxls1ND5wy>XuK zs^jCFpDp|`{Fe%Qudssp#2-d=uf-cDmm;Tx?b&&f(>rSR>T@pOtzLjp_I1mU8M)>G zI6qd{uEMt0$kVZO!D&lU>Brf%&^*c{Z*BazHID+bTo=5p8hf3r0|tAAFCBFrE5OUe zs$#|5XkQ9fl(&mGr1F#}Jwy)G&&6~FNvCr=AM#G#uK}<}_mb^0 zs9zV9}YY$5;pKr6qFuLas<*32$CxU%mDh6fq^%}PSlwHM&CmpVD9y8ArogH1N;|LY! zF`Z2d+bVj{sflbxvy*z!57~iOd62+1bPY;<144a$bVjDfN>?CrJK-RZ8l=KQ_{ox~ zGZd-bJnhkU!ulR(Y%s4_aAhuSD~e0onM_6u)wc?le%*zqggj}vXKL=szYx@0wnW%a zK=8TJbxO>*_9b3fM;tx85`^ZQW)us$(2Y5J(yS{ngpoOt6~Lmj#zRp}QJb!W2^%P_ zqILAqUn@&Zu<_7FLQHv9v!pZ#>EDAVG+v?P%yt1Wx*bhREID`tpkd)>FmNd^JOgv8 zTLu_jdIC;}HFIZQD)M8VDr!ycIn9tPPV`QRS1Hq1xu-I1-t6CW*46sj=j1?99qGB@ zW=xIbjYX>LN+W^!n=*&>=JXybheN?y8TB&Ozg|_ME=HyXyclGBA_ya#V|CWaeLato6l9Z{#*>TofXq?`t1uuvFrOtE49En+uin29zSC5p4 zut4lA6XHwdIGU%`O_K;~$#B&9ayJg{wm{fL?Z@4*&5Ln|S%nqLhkx3(w$Kuv${?E5 zEoXho<-SU!_efS49HS}MD?N67jDD_#-Rc{rMEhq^5m7{mz zj`})jf;bkB71&l3z<$o}%cYw%4#t1-ItK94_NY=TuqETykZ1_|aGd$*3ab zQs;h+N61BuzOKNwg7I~pdqf~dd)8eNVTmbA3;;Bql9T>r(c_}DfRzB^qVi2GPtIP2 zMIc(h&}FpU)Uo)cjIs#V`n6)|3zsd8(>dyzrhqwDm$|8l5;SH>m@wGp<|zqN-gk9& z7!uF&D-$?7+eKFXKPJCrV$RV}xFG&fR+^!s3gvb4ki~ibUk2X+D{N~VeZ);`V*mK< z>lCl8TVqxD@aL~q%=v6udsL?WwPcpe;)xykcW%Z~FIEpSz5Agn5Jkv${J%3hjA#h# z^G(RNn;^OL&Y_;5(e=46eDbtEW!=dovqsbtqO5=m>D9Kbq(@%QG87MG44p!4S1~lY{a?n9(3DQsHOe7VsnkcP#RvC z^XyzX8VVPqq?!UYzV;P6B>UsORqU=|WPeI{A=vr)euA2!JwzhGV|%IaT-Tqk5f2E| zS2FVRK49N3ea2}0xYJ8}pB!kQCvSYt&n6{Cx;EL$kKV;FhaKC-uI}0zKvOfaA9HVc zz`r+pAkNKj2`w%B6t2@##ks%6x&M@NTaoU_zVs|7^@7jp1-NNOnNO!^cwXb0@IsKL zi1uXOk)5881^Sg|yy#C?(**Bp;gp3nG9X;0_m?+Lh`_ZvDqwg>Nf}LZs^lG0adxgy!>I{L>uIUX4kuxf+iZMKP1L zuqCh;b4PvQPAhl9h1w^2?aVp*v3RdVQr;6%GyA|F>m)QvFMX-tGjwxqnRTz_h;d!I zeoTDayLYGx2f?5F$KJN7Yx)j zkAKqfy;j)n8YUa=Wvx@1ST_$9pmiCFJ3#%%G}|}=N2`}=SdI&pGv>nGH_**kWfMUC z%*YJQS<9lhN^=I8BwpzH1{Y^i@d__YIu`Keq!$~LYtQdp4K~(7@G+@&F{jBp2)9>u z*zizIfrFm-XrE(2yLGpdoE03R;yjL8A5sybI!~^M$3wedc3b1q$)pz(F6~PN8N)qQ z?5^QWG$I-auk_M>o+}8}$X^?alf}#;SSBjzcx9crw5d4lKU{+|54`RB4$ac*JzdOS z$O*h9u*Zy#-xsKNdV0*<=SuZ zs{^ethp3GOnIL94TzYLED)1=}C%M+>ITC_xVOv4Tq_YYO5Um$Fs-XIYt8;pXu~#`^ znYzA>wNRI)!$-lXTZ~ynyppv z3MOpapHnhNA7tt-mY5Rd@G673IU5rO`^1Mi%}kN2JnF4;K{LIGJ(3S++UVSXf_y1bZV@AOtML#v$f&K#>tXz6?Ko~ z6b;4chG(eHb0FkR1o@B8a|s2qB2?Y zg>zC2&5Q_?^CS=x{cEA{*QenU&cw(BRdXoSjEpW=+|_N?@ev!_y=ekGS$n>8)$l3l zyYaOVzLK_lqvFc$>|ZF|coKw!xzlpJ22Ebm)2+GTlpEh`h5v6ACZF=AO$Y}ndvd^> zyS`G_eruijs8{2<0-O`T6%LxM)zn6L7lwE47bRYJ*=1|b5B2+8q*9;7$DQAo`<2V} z)WfT@`+iaGo4Qy9rv{B1sBD)y6Jqf6X$|7{Qcj-kl73u!R3WzwEp|$YK+im=H)x!a zlGX1k)S7fBG_Nd&WkTUxXVK(67z}1&L0^P!1mE(xB3KD86{+EE99HJ!fhQ21>4tPk zyqX7*72l!glxT=RWVB1WA?s;oEc4*(pdF|tXBb&WnD#joC(rAoDNi9x96=XY@KBT? zlqoL$+A^)C)jywgNk0|@nRPhBP0P)AZtZ9EhG!vga z|BmYNJ`w7x-uj0+9*hK3@2h3bkukcLY5tOo-AtFG&hcxMameErvxRr50szg;;@1bs zMtH8)G3gwiDz?`EKkELk4FYb21l1Y08E|2a-J|L-^7+=~R5}zN+#YraQCGm>eC>-h zxjW|*eZj0{w-oEpTsSj+ z*3ldv-7C4Lxmd+#bN8tUWOCPqiPKeB=a{WE)(z36Y&h00^BT)F0hx8gJ7MWwiJso) zw_fbyoJAj<(H%S#kBRN9tRJVf-(v{v*fI(JiScjr6pr(YdP9{fgs`&Mg_rkzFP@UB z(oCMymOgl-m20jJa}G_su6d5SQIpG8I1FlJHGA%KeUvY8{&B(1K%^b$-U&O0RkG13 zPRm-SRI7H0dD^Fdyls!>XOMfDdNU~JYP^+@Eok=ZgPzqFsgNM&r^ywNrW*cQQFEo2 zYhZVcT45SyP?Hf4&p+{XisvC`T9R>i7){Q&U2jhDxAAP70yakG-(@5br6=~q+u%GW zMB_TOF2|?81?r>tSb@kG()o+iDH=de+@gV!ye~%jebN(#R^vkB(i%_A(^1A;(|;hD zOV1U`GU`3QI8i)Rl&}0_1=49ib!+*zxQdGAq+Xp@mN#W#!CqSazQ3SptS)8!jzrLV z&vx|Z^e|@qKBl@Ed4?|fkMW>ma(+5|)--!^dYk%5oPEME)~9}~=K{9b{7r)?yzsiY z;j;2W<{o{vHdJctbo5l=)v?K2nF9hsC0{-Tw@1XU=4{<(JY!zi%mUqjE$3q6!TaM~ zXh;<_9jbbmhK`P2$_Qhd-EU<|>}=JlNqP0#ZYwCNn;qJH%76gzwXG%+Dxu=t)UiSY zgpGZkraXFhpW%#&x0e%P_x;LTV)879AXjqYJ7y0NR1yh8-;##pxg!&3xb*)J6k1kG zkCaTjSI9CY&Ml>n`g`EIUftq1k7>ec`ZjD}$**r#KcVtGcNGY3p!;(|%-QDICe91> z(@B?X54H_n&USYZ3d(~o6bZ#qHxb#p#rcF;3 z=leBclW1zND_{OxgO(NGDd5uKu%=#d$9(FxY&^-+dYT9uLi@IKCC>d83(jU`a63DK zsuL&W&MuOz2WKMA9$uzyniYRP%gPJxK3A?OcP$mcJi5LmFXyQ5o_%wCMH?)%36 zmTwhq+lu#VP$vp@0*?o%<=&sv#a)sCd5yIL*Y?Z-Xa!&>yt->yCbG{FLxutg<<3rvtg0_I^F* zx00T&x&l!Y*^w21^DtQ*pK9!0bd2Rl!=v+YsgH*RCbho0SHe0sgQTfxBk%WvzY!ZsC9 zh#ta%j+|AWS!zcPG(B9aSM!GOxe|Ae?wU|OBqdyxNl{>1k0}6NxI@hAr%9rR0wSXZ zR?pavv9zhM{WWY;VgKcOyjK)Y>E%-jVFas=R{6-#v+4amqVz*ed9LhXxif(4{KcvJ zJOdNa{-Z0W|AxVb?hOsuWCay_{d%*`m(>!SIo;>#KF!vSmScsW?tB<@Y8opPT8wzJ zeTiKpIpnlO#^KU2`Ly;_L9KS1nitz;;k1}yz}h_y_A%o1uqoQtC@ppszO68# zubbe7>A@^AVC#wFUiaf_-4?rO^1)$pYm5_c+mVYvqsi7@=j_VVNv7MO+Q^oO67%eK z*TIvsoC95=3CPSPK#_e=VSV&dC^zBQ{^ypHC9%xW9s64iB{vceMsWx%1O^VdhTmf;l1MARww~N zvISESf`wc3Wt2iRRy3Jv95ogl{!;#cz`Jm*FP$=P17vHTQk74zI98F}}q07)C4 z=N>@$pnWGFG?_@CkVj7LiRnrSAl!NqYjQ{XlU(S=Ii+?9qw3DGS>{>LDuukKU*mWG zTW6Z)rKVhKV*Xj;r})=KTE>%AMMo{wKIO+oGroA|Mk0z6lD$%-W+sh4b}0PcVLy7@ zoQ<4TYl6^GyhY}XPuz{4rJv*yuPf|<^;;E?!TZ(J3xO89TT5oq4u!nJ8*=5*DS3Kh z`|2qKQA8RGI_K)@0-&5LLN^xAdQLQbl?HwBl$awOyNjmljISrMosl7vqj_(bk~eQC zVGt$fwQ}&V@Is>8SxeDK^AFOg*IUKPm*u;fMqbT%A!1WLMjim(wAD@?M4O8F8YUIg z0=8s0?t|d!oG)G#xl~*||CU`fkf*gnx=-e?E^|g|&t9-@zTAzEzx2|1)Rn-)r+zs2 zN*xE%B|TQiXvA!hNN>?@dH1->y}>J$N#7{2{<5jnLUo#Pz6 zLz@zxx@Vua{>76PKB;ScIA6PLu;PYuzfrJVh3&7gt017*<U{FdMMCn`iwk$q#GB7A=VNjYhsC#qOG)o|tJqw_b``~i zm=q9sIw_|`d-PG9y1wMRj!dpqU%0D~YpC$C&5_;3z4GK$>Y}-N9!w@*I5%<6K7Q}v zv7Ep7nx%$&Ymn^8soTOmE6BKc_G7z@=lj7xe5x1}owthk@x|MPAVWD72y-X2XrG*T zUAEwkI(jCksC<3oSHhX&3-Oc2d}?gI#rJPZv44$e4`bEQk{yQ7@?go!33%=$ts+&N zUh6tqihC&^k@y&;%4*UCY9pT~yfkg<6V1VxVHZ4Gd)&FlS@)qL^HMHbptR`}Phdai z-edGIiELuQL!r$2=ZdiW6X&O%NMHW^&0#3rJZFZ;VMQ1IXp{4mzR*m)u{i^xS77vX zlaKR2YR+?Bg9LRtZC8;Od8#;VcMUaZZfjxbk-b(7b$LhfVGzD>-Iv856o+IbpJ%aE z_Cm}nJ@tgX!s*KAJCb*sk}Dm`W*j${VewEkRy{lWhvYa7wnOM_Z-| zZj&m0S>d}1a6=1rC04(!_X?)ushhaF38T9yxl~g$I1^LetB2nfrd^%gfJ+%`3ttw9 zuCbqiYJTgx3T!I~xiWJ1D9=!ceIa9gUJS%>n(vcUnw-slZ5gH@5)Hid{8uTVKdlYK zVltBUx0u+2*7##O36PA`^4D%z;5VZiPG>%ADqjy&(qAj?zHoPqlnrQVd7N+@>y+JF z`d^%yX$Bl@?3`J=RG?^qlTIr;SU2=UdV0=kZaTRFj_*pHV@F7!obUfTd;e{`kH2l5 zy|K!Wxxdh{nDJ%)t&_dBx3he(PYDcc0lE#wkRqI6R2c>s2wavPiLveP+FONY=Fp0p2rGF0(o&dBR|n#aCo3G2XQ(YaR5i&+_;lfi z5sF$403>Jy1dB3ZgN31fFCQag9l$ayl&I(((F;pXz7 zB>1H#wX<>>qFc*d4Bbg@By49JcdVRS-1uC{JsoL^$nK_jsg)jRy;}a>=)voI;Gf>i z45a|5R~914Xyq%3L6Z0G;_a&N{~>uvgI*@}4*x=*lCJ88IeB;VvpO@FcNN=f$Rd4+ zx15i2C5MGyJije^QUfJ%bZ*P28^cCh}5Mzwp~#fyq`;l0`kCpSo8xjxPKP`j`4#&hxxMxmhV znDQMKj0kW3bpQ7}UaFk-a>4T{%QuD5seiee`wM6X65mK@0tnE3zGZc=P_!Gzr$2Nk zn+gsVwdMuw!&BB!-p9V=u==I~&i={E3fo=7>dPyNe;Z&`x{FM!k2+}6gywfic5mPu z%}A=5^!xW)>1>{THT2wMkGk)DUr%X%%WgPF%~4sM53N9+3aWR1sKBbixWXTu^nORy z|Lgir4Q+eav%|z)y%;^tg!nHN_Fhpe*XGY};lnE1=>^3&@k^Et%tfM|{8mDLW z#rMWxy??!As161$@B6H+J{OLUC$ZGLG&DK|bQBX3?W7gV1-RZ1?Jn-_(UYU7nr2a> zr)xEI9pgDN$Zf5?FMxHQt5r^bt#*%#842;UB;5Mw#}RJ}4FDn~GxHbRTDC z+Pf`NhsnizLN>!Zr_f?79Ljwdhbq8n1yz@`I^V+PPf7hgqfWEqbok;= zE{O-ROOfLh#b8}#(N->2=uaU&xn^Hb#;()3682sZB`?>oO@$7uG?BhMh_I`0%8kU5 zK~z*&ucuHsM%Yxim@tdK)Hrz(j4$fROuR@>d!PHDF(pR2Xg*cg{u;Kau>qG`arzog8mNSsea!Fhzpf+WjqdCan)@dy|$3v!~&a7T#b%LHkKjvIwlPu0y zEsxF~^qic%R;1x0rZotONhb%QsnHulWcI2Us>O3#@#2|L%Exn8ac-`WR)!1j!E$=G z<~kd*f;_9ErmePiT;iGCf-C9d$z)g0j-%w_p*-kH@=6OoqETxuMUv7@DE?800w4a` zh$k7(Q;n|XXo|AeikS8tLlU?;X|1?laZJLkuY8(TJF!b2v`zP~e{L(xBvf`$QG@EP z1w>{G=J3v^Tu~@@lsP0{V~jpMhx;=IezOsrZ(rw&F-w3j6fc$D-Hmq#|6v@H?&|Lq z(=}{$4RL6vL34RCe8)S{T@pQKz}MtSJ%)In0^y!2+5wnPo+#&hf2|1d>LE<~gAf5X zB3>*jV*347At#ze0-0l_Z7L;b=UX1lJN+-u6RQf_R>(EdHL@XjK6zy=u)h0Mi*@}s zS+$9uOzZl4g>5U`meZAc6poKINMNoQ`m~9=k=*)Z5cLVKQ=&8|o3zlt{CCd7>2K7p z%|fM!sEb6=I>-L9(pPHsLK)Mn^0UR*$ydoN1=*f!9;~Y48Ycb23?v_USz-HY>?+Ew z(HHZELTb*3q|KArP*aLo=}zv4MYKG%2qEWlalUPL%x5pP7eV= zS&Tf~W7;%vCDD+H#-xTfZGv(Y$~7`D$wTK+Ig1|ZNuN6t`YE}SPPUa-!9K?`IK*3nt;ayRNAz^l~&<}ez_-yZ*jswevhm7V@~+k z?^*9iUP?$G_Uwb$Pyv!pvjUpV#(7}ojZ5;zONC2wp%^S_c`7AUnLCc=3RtJLD=QRX zU03+Ff<_vDe+%p9yl_ht3;OK-{4KW{Q)&jkQKs&Mo^G#hyaBNa98=oO%#uF^#gA`K z&&Pd{kKW@xY4%68;6be4U=irN;V8<_r%@(+;XRm>%H9V7#KtbLSlpwA9tc520PKn7 zN_0AF?Bnc{t#?XCGBOM27d~!gVmM`TX{W^B6!m7q=QXHh#_B5dOBW-K^W=UTREu#o zt!O7!3!=02jV9jNuX}mjvpCco{a zGn{mK4u2TIgUI*X2~bnMw!>zn&iQciME2e$bL3#jJGX+}3&}Ol6OD%w%we}Fn?pHh z+|%jQOZ?Zz(c|!z#Hwyd^t)UYyYN#r5Qt%!5h(Yijb(^?t|yUn_!-`hZbIr3Jz zuF2ssbDawX6@`bj)9W3M`9Z@N*+nAJFG}7JTah!>$6mirBr6 z;fv8v7Qz4!55(%};v9QOo&`Ou<=xS=P2gw!hH-m75P6ySf2qg?L=(qdKgD!8yI)c=&y?t$Fd3xC<7xoXnA7Q`eVk&{bUvW3aOClj{n6nFn0h7JxO!xzMliNMD-w zN^`M{Tzac8&&1$s%DpG&r%Uy7$$gf&`h<=WM&DU`M^U3&=g8Q_8Ry&7-%hxt-#)!R z&he(g_SdjYg>AnF9=OGbOs>*DbWathUCduAepAt;POiOND_7&G!uHp&O@;lJ@9|#o zmnDzQrx@{TXMT{Y&*r)!?Hl-6KPtrYBPUacLZ))PoXKCSggT>wYsxqT`3Ef$w?f;r zV98&c9tQrRqG-Q&z?>wuDd0sun>YSAKgoVS$gFGZXXHVJ{KT(zwLUpbbw2|pKUThy zHM2NhE6#nzfB2Ns-mfu~O)ZVcYw$t=N1IPs>n)@(Vj-=IB|Ri3KO# zWSH2LUOueh$OT5v<4ouz#A&WxX4V-0Q`+7*o8rGz*lUGtuYm^RGa}$)N(|3@_4Zbl z-&QO^!e($xne{!H_SZ24I-0#T^BV|* z@&}iIBGx*(_wi#zzXqcliQ{s{VdW;^X%gV?6`B8X@mc*)%#pDRacTuPY2p%X(_y7( zw+LNW%+@Fkx*kHv9c$j{PZe07D=DX$hqJ9;_wc#_g<#s05EI-lZ+S@-x|7Lp;~y_! zxO;Nps2j)1=i4_GL1n&#ZF?DcRKXrnck-PxooSLs6=YKMS^+wa%s!hKo%B45jzf!! z4kxkTc&nX%m+nzT+2}cnKHIvU?~6DtF{$lT>n9Z zwryRQ-R5yiGRbx2_rK4c8H*1EeM^c6n8hd$0P(f?ZP-;{TVWNDQV#6~lZ@rpipP_d zfoE&G3R}BpCwGGaV$kvAJe`c6x+hE4Yz>pAa{eNI!P>Ef;_%T+ z{!F$@VZrKVk(rOu^q(uv6>8M12y47^1GLgzY;Xh`7w&iKg!9d*)Smr@OuTt+8vXY| zxinVJ_X=z)+`OMXLBxXNiRtF7+Cn!QvW zEMSY>!(*0oSjXwSc(87^sj%%e5=yR>f4FJ6DJJc_H&8_w_Abz`n{p>pb3x!idC}Rf zXF4UVxaCKGm`^O%>_5o&+9q$g-1k@N$w1-Q1K=rDmR{70Qke6-b!Mupxy8P#@Lk32 znXy{6Ej^iN811UzO}`v_uPBATa^Q^-v|tc99ystB+T}eJ0d>dHd`;1F@ENG_K93p% zvY+E~h3&8LULlV*`(4}&kxDHeY^dd`J$9hOG;zE+wvAt3rsmNLexO9z?y{Qh>W$}E zX<6pX$fUW)QT^wq@C2O%luio~f;cm&-P*)kd5)D;B8wyMQORcDRD_mAF*^EaEHCS) z#$aZY=KcPESFEfAE6#OtAg2$S^ip6qzD-5;+Rqh~n6s?#ZAJVpj}^{$6g_uE(oBq! z;BW6FU#?@+J9zyqzN_%L!nPH1jglrv(!|9a)@V_D@`g$b1(eRfn)iG0$7(>wPR&6pM!YY9pVD0iPc_hapBEd>qE^*-lw{e2S)gplwA;yq_!PYZzB>>!4>KP`>HNu~L3v z@}=UQ3O;reOj|xAm-Wn)@zYhObYYs%5El-K2R&x#y;tOk@3{h-YhYVJi5Ke%ktQs2 zy?DI4uHfGE;TqeDfHcYS6Fb;!aG;8(p=qUN6@4GIhh%<@0VY& z$GgAA41TM^`dpc-1G;urG5YfB%hW%~d}Ic*PYGmX8p#vy&Y1{jpD+TMlSh#=zD44A z)9@PYQOA?ZD%}A_6>iT^*jhmql-`j+^;%)Ry9WI%#QN=7X*@~q88YY&A*%|u5n%Th z_yRGqmS^#s^n6;tHa}xOQ6ehUepr2V??J`28Os^#tcSvXktE<&c#wySch^`|mLAfq z^Xe0c8$nA1z9TiTiIv41v_L9b0-0*ges&4#8E^zrnTaM5lBbo>t!R1BxC*ptBgPFY z4%&SPS)&`}JXuCz%-BVBC^jP`SNZUCH_zr?IZmEy-sb>k$8NfMUjoP#cS1QOdG#Mo z#Fg&rL~0J}8L9af{yfYQ?7@m>0NYl;ZC7FYYoxWsbH)2LDjoZ=VhmB9E38HV-n=@E z=24v`e;oD7e2A+*tDXs&=vl4hBY;Xzmup71Y#u%(kCsO_wiQNdu*t>BLK9F!KGFn$6NJ`@pJ>w+WtaYV zTTNkiPZO3&tiL%jR&!+3EXgCw*JmCZO}ww={TL3*?-iL%+T65C`^Mx_nO2XpdN_lj zv3}`6tQ5pcnSTiwv(H51_IR;eSB?i`ax_+LpHZhnx%hdov}ryE-PKhm?xQR1r$+DG zz)E9W%}zX!UeHbTzVG8B-55`+ll!&K(B%ptC$B3qQK_Ywa4&^AYOUsTZrciX+f~^9 z8fBFCSn+-h+Fu?j+I-Gi=2GfjJ(R*dMHTEV_gH~lMeGflfNGbj1#8tlIBCMEB3LFp z#f(lk)7x-yE-`FVA(}JEvj`s&qL#b0J~>=8DGjM7I^H{>7;~&D#@Xcc8n*wGO+}pd zMUPx_45TJe`7i_zj@@HdLHvc4l3dxx+QAkJ37K!|y-$uVxO1JpMx7(K$=>F-sh!Qd zwfY{Hq!3m5)47^QxtMiMuJ2yC%>+btNzo$PB5kMA9VN#FvL+A{P3Or^%5k{Yl zP8KGDxP??6+<(JIn6@UddB_I@i2BVFJ2Ruqh&x?cPN|PUjN+ZWD2z8 zJ7CdC)9nb%AP4kV^ti~Wx%{;}pW~C&(dTo_Rgg})%q)-`f!B(Mj6+14>y5VzvW6-_ zz4eyL$aFy^eXSKm`3S5!$KN&#Z(Lec`Fip#qZ#iW-GMsAH@I3tZhkrPmF#^X&~z3* z&HL9Dc?A&jV|HBf;$8fHm&<+4g05%SCjXD$%b3W-d&T=TC~ePsN~U+-r*f`-utaiM ze4g@HWlyTRx^;K;@S|VwPw$(iXrT9BKQQS4l>eTXYuVFnD=LZPxngsTqQLjw!NQ@8 z4j*U}@0_mqK#(Qh)Ct|N^r_M3G^gftoCm-AIZ7OX0Jw${x`31Z4Dz(rxy6ixjl*bbqSS3zr{#<0(c^GiJ&P~DHMXxZe z7~5@IVOIN#_iXh0Nv-6sYca7xae6luYv+~#1;$^C2kf)l=F`s+nle)wyw?in*U+Zf ztM@dM){mXiIqEJ}8ABE%>*<#({KNMZ_CH+1w89qqOHryk@sDFhYIuI@w&FQDe@YUQ z&NeGRo{}Od(z|=Zi|60HdpOi#d07EevI3UL)?svccaGQkeVL~T@x5cUT&^GYhesO0 zBV+fpr-bcsh&ZGB%y0(n#v8M|aW~4t-6>UNvGR`{IZg#Gx&q$kKrzkh3fo`9-Yb&z zyOprFV>HqSCDH6nsdH7$KAXfClaeTfeTyTetw^SOt*DzwfI`IhGtgT zOg?!?msL;amc#ltl@s5o`^y>M2~FemRSkSO=L=67*{f7=@oxR(4NC#RBYO1c{FZT?-46`7cL z!6s+Y#{bZHHYI)6um4biZ3W{FvKD$eKMgiROYMrkMqNeGK7|r4{j~zy3X`emHR(;! z)^+J|osz9XKiB4!l-6nKbd-CPw{yd$V!nppFwtiJe7*_0a5Hfv_jbam7-mlFYf~Pu z-UIIyo(wa|p`k!nOQK)*IlG^dil3YkyF9i=m8?IcIfqoUY=P4(kM6Ipohn^bWDr|p^_X>p!XrBvX z>w#UYQV^jIWpUTNyLiW}5fjdz|MQPo6I9Fw;+g zo^M|(d{+^gW}Wb|FN<4Z(%la>5u-)c5t*7pa#!F@tAX)NQH^r<=(g?(D0`)a1H?$T z)tOfI4m4|wqtl~n!cZ@e8Z4wrA3$DQ<*))>!QGJF`&8icOLsR5Pao$WS+gsrZBDgk z#QB?uvwxCWdg*FOn6%S;qD=wEj1P4`Kx+^s_oPeW!gI&Q@8YEQQWrdwYM|Z`@|R+j z-mU^ug>5VPHU65jqq7I|eHO-@Q>Gs{pRn+wWksP1ZtC0;31kox2|n+m?fdt0C8|a1 z2)qj;A{jxVo0l{si2gR<9vAf_v!ROT$VuPe`_U4EL!-tHsf*c(M~|ygV*K9=yJYAdjqM_TpK4YeCMkEtw!JQs{&ZKdyGBr|W6|le z#ze04Z73s(lNlm5tDi(qc(l}v9G7r!>FQkTj0WbJ@G{l`M_=gWg1+_}&qibN4$BS& zOV^cQ;SY4DMRZ3D|KQ1$*zS2{r5_({M-Fus9?-yFj>J&;p4$pLcNJjw7wMFYGpK&q zlit?CT7xJIYno@HcS@8P>_eXYK5dE>_j%fMSDY`?rUk;ftf1*ipGAwiM}B{0{3BHZ z$xTu3bVThxn99n4f=+5}BT_}4GX z6i+XLYwlr&J5c1Lzf~Cihih272GN7M|Hnw)nD1Epqw~r0Xcew2f9*)7{11?7QLvnY zmJnf7(W&6#X*EkECN>l_$9wj2byOPTwafr-~EaYU+XE>HR? zk*0m2_h=F-dKk zgAj3AEO+Egl!o=}r)e75uEC6%w+i1^fZcyu<`SGdnWik8kRuJ$dc{=9L?sI1eXj6S zU$>c7+;!Tr+Adaz^J~SqzXtU%uAP!{oy?k=!^ZL2KXKrml33%2{wa&Np6AJKp27R{ z8Fv7CW@tAK);9pJ73&1Dij;m-rCqsk3+q?*s3FqykB}|mG%1~i(V`I!EFuU zr^K1abxb`}>nW7(oK;7N+{kLIoe(tYa^eTN#NVNiUiOmj$;J1narijTDy)J<(trKx zPR}d1q~;<4N~U!SpNV7gK|?>yW8qL{^-p$QJ?Z;2TG#dLK~8#-$}}ZBIH$`IQ{^!7 z)?fR6^@`x)FR*b{UxPCrv!(xV9@j%f4cB0uv73oGSm38Tc^~dC%1*Bagpx>}D!}+U z@ud*WQh736je|xia3wr+rrY@mlE(d<3bULLBTr!OS|sKWM)guLUBkG-O`402^-+TI z)zVADjgU_TZxxH2v&*Gp1LZIFH_AzYsq_78Fg^rs%rlEf0C~tt8;1{Jxt_v69RDl1 zv{z>{qz4g-VTNfg=B0n>IaYOwRu5*?tb*_l>?(XXx7a!x%#(+0^AmKlf4q2~>xz(8 zzh7gjuzrnsc5-Cv08zDejYN7g#E=&~TX3+C!F}?vOb%RRwnZM_n63b22isjFj1+cX zdDg$CsDgV(H)`yKa!A!)s_bt*GUR10|5o0F#ri)_coRw&`B?Y+I{E?4VY%(NA%mrnALB^ohHX&ghv6IkCcnd%k9OM3PE*mS0mg zdZc7NJcSsKy63wue3-+CDeJ2WGiBQjMjxwNzNWd==?o^QljkG=1W7j(UncL0T-Cvo z(_Nk_@ECDW+#VsnWbhkt$7pxq`l>cL+k^$B5_HIYv&t_;Ju&d3DmD zNPZV54w|Fj(x(OD+TxMt+IM6LC-pHJWMp>eIfXZl^6i?gN}ZU zOm!oa7SpGU)4XIXdv|Fj7UN|->lwulO8!&xlOBJIub6*D$-^TfGbX?6=SW>&M6`#- zd!$rN-h*)l!Z0y;t0>15bReKfb}mnb=g={u*NyuvTm zznm|t!W}j_%z?=bSQPixUyZu z$0XZF-YD<$sF#Y}H7e17y77yX6kGeL^V`8=^W8PZiB7uUqxL0s1yp=JU93=F#Aip) zcG42;(`90Xo_$R(1Etzu>SP1P9r!G9cFcg1X?ZfzJOFkTzN#>}Ms3-YOMKLM_Q}8S zifarE#h)+~b{T2u*p#W`Il&Vh@I}t(AYTP`T#DbWddsWr$mM?uqH?HqHkCTQ&?e|a z(=#X0b^4a+E~riW#g+K2!gY2c3`7`Z#UIC{^~#*Y_~m9-4WoHf4d<60cW%21+gu}r z9bvimPsk18YHq}ZBWX1XySU!67Cp{UvzJNEq7&?Ed3@e{(3;BE*wf7#>zB?jJms;L zga%q2Fl){0m#b+VPZRRQ*BBy_7Vel5geE-sZ_zo=%!|H%t2Ueeojivp!tA41*)2@A z?sqI4Q||ubJ_4V!2Ja~yyY}p-gl$%}dim4&jM1ku_N}7P!~W?S-E`4Dd%FNRCtN7( zGGSZTP)%JMNZzD29(x*{=3~e5DG%5w$>^~H`wE&Fi+g3bGmH+!^(=Pqn=Qiw^}4x_ zIO0}-Vp3BkD9R~0c8-RC*bqUo$xo+z_fdKrih^RFewWjC`+Ahn;yBmp>E6(3ta)q>FA!< zw>%sdHq_Pq#v|dS37W}H#X#f^Hr(`e z{_<2&Agzm!^LUoUmv(a12z=d%fjD7(PBR>D>bUV1ygy^-jli>jPJH1g_x|a;58|(% zPdiY00BkDgKZVns=j;LSGjKukGUzhJkM*jI=K0aJ7k1gX{+yk z4C_=CzGKJ4FFg6I?o+ZgXeWHDaL?1N=(9mgrUl!UX1tm0b2Lp+oq<>m(ocvV@6Xx&t+~?N9##dS74*-CE?G$Z%y@0a3<&tt+VH3^e&&P!8|5;{6&*bZc(& z0J)q!SNOIfCq+{#q*=>wq5xacl`8kuKry)J{D7@O%qUkvK6k)r&o_zqxj?Yp6*_Qa;^J&#TIh!Mb6#1#))svSM_9A$M%g6`Qzb_3+Q@s)LqD0T0<>2Hn<85R)hCOjTguUA;I?QAVax;j{d%+OLHY% z1?ej8x|~g&ph`Yzfw;72r`Mdkr^C=n5#r^|kol(Yg;T3D2j2VncH+Q4SM07~56N)j zjO>v!(llp`^%?y!b8-*xm=V${HrF7E+3Gxpk5QnKCc{Cy;0*t+o*(5j;6{Xpe?oVt z?3NnhvZlGzU@+5MVpW3;0?tdt_*34lVY>?BWAmll^YeDU z>1;mEH(of7({1W?)sLrq2Um~G`@MBOH8LI)zedjZdR|g+(8}lPxdIfU+Wj2O32|P` zJ!%@s&(Bi@hsOS6VpsHqPb|j!e?Han_iSUE7|hKPG?pPsiFm5;ZG}+?W>a9ACR>jn zngwf*zNvUZR+b*^n-3Mfttg&>k+z9=H6NAVHmoo6#N(LMlbj8~Va0mhP*V-J*NWQ2 zde`T%CVQ!lR%@YGR+^lVWo98iORj~2v3Y8b=gFBoLD$@&WC{_8FGXHRluuZfm>drl z=vVU~BG<@1J1MZA@9A@eZz~39fJtqfj0lvvMcn7Yd6JyKZRxN58)v^(ysqniOYW;) z?Djq9=?u@bOjZZ#*U#0&8zAB9ntz(U#k%4KBhzJacIm9qUHfE4HZRJLDw^vFt+ekBHOMy)uT+(n(wLauSz1tf#v1{1)>n z6`lxQsO!~yX`T6FW7lDh5jn;dQU}_R!MJv-ux-V3jg>D;ydeIV4Cl2LrXPxTrV5lR zshr+xtX=315Iz0a(Ne0QekcveyIRsjb!=~5t~`&5`*Eza#FZ5f*IAOFaOo|l>bRB# zt~(IC7~Ra4J6ft6aTH@c)g&V$o%l;dxdOJgGOPkWO#EY~Bd@GyON(xOZ|luAtka-> zk^#_D*iRPaJjuS+W)HsBe6Cc^H*S~2XU1J|SRe0)@;>$CS>aEeJ=k1V_-y*Mr<92C z`t=!3o}tRqg|$lMxXEX}W%g2dt%zaY(Vf!ry)Easr;7Z$ zhAl+v$8_RN45F*x;7?h~c2~eb?iy(E!nq|CGRb}g#WUSC(mPpReSv6>@8G!ly} z8!wnv=Gk7pqr(s7Xx9h@Z+U-3UxR3UZq4qAh}owVTO-SJ#Ofc2CP<%Qz^|5un)yf{76Te+`D z9@cl^QKiZ@K1XGSE*ZG@(|jdt`yx|^ruRHu@rfTqILvn(Q5UWngnX-$4NsdKou?ER zxsz%Z@7zHj^q3kd=l#gP)hTi25))e7eK$rfplKj1E2xGhz>O7U>T~5*eiwI|JiPCf zgK?K>;okX{ldHLl-?+yNc*Sr(Xk7Hbf#(W$-&8F1g!(D=KYb6Ws5vqro5qPsWx~+> z3_!oWR~OfE0Y?^v8_f;T9Ll_*#{fSE*O@+-tgG6sX1P2PGG?wrO%*f%52m>TywB z@Nki6DR+DdvyO~$W+wyIVFqs^dXrhy!?Fd0p}neMbK}XECR4+ zXq^fe8^5egXS@HYiyw+(by{0jz!tu=pmT!>(jZCjZt06Zd;a;tJM3Jbfj`Fo&Dfol z(~R^k6?RsRkHtig-J`UT>)xSwutVX$K+kiF>De5OcY%C@&{9MQ%=!50d~3zQO>MQR z(GMC}b`%aYkvN6LsJ$goop=peFn7QR+F-w(9S^Ffu0)jmMiM_Y2BpJb^q;tE`xVN#3CEIIBDKZ!z;F4zSW5GxLelL`y{#Leud$~9jeA{!oLE&a!><-Q@e)!5FD zOWBkwCSXWZ$}V{CE-p!OUaxgD?iZyne^=O7g%aqb3tpMz^}R69F>k!P=bzAGgvX2% zb$_m~6<76Akv;;HD1DTXz>9(^{l^yIzb9|-WI@rzS5FWkrv3H64|2(AmOH4BJWslV zx{HA;*e{&=WM_s5n$oW_4@%i~Y+ElhCc>KD&w;h~m?>=eZg|QRj*4~fC^k+RR8Fcz zZ#q6JUu(Qq;Il%G!tOqIQYU@briy3&X>O|rzl%6wkleP3V+O#%tY2Wl9F3TFCg$##S2a#_Tek=3SHW?jugH@%Cij`=1~6Ynv*}KPwb;lUzX2R`(2u z=wa50i|rnxX}zaZX-<)4B0YvvyReI?!ni_q94&*pTodlT=G@uXp^UBkm!3}uaiMvu z__zk-Gd-HFk@QiAvTbP<#*V`9?n7eb8`!Wdj%6xueZkj{x(8C7f7q@CEQY(kR(PHZ zjhzm{E__Qxu+q>#oNH}%zfDj9yPJ5j7=3vU?uzzwS$%qLZ{JbS$*(`fx1^eX8ACp4 z5-Vw4WA|b}h|O2yEQdfl9j^?-{y`T^P#!r70kw4%`FF_3p->Txd|UX*v}18Fa~8 zeb9+Z#i-BLYn-1Ig#~+`qETJ2Hw;DGfDIH&jWMI$ZE%V|>Yslq=Lpq(9wpW&4(pzN zy#6~sE^xBW$bh=N-of_H*+jzTAJ30nj?7i?j)pF1I=OZ*MV4Ex&nq-cs$+)cMH1 zaH}|^!u+d(bZe63%ZV3BgYN8OS0=)}hiP8ncyw=|7ypBML$CO_hN!^jYYa-ievR|< z_xQfX$8TCsRCDyJjOB^(AI{fqAF9RGOHH4LR@nbrg?hW3RN)Kf=cfV5w}fTFrBB)w zc_?x8r;_HVOIa1P6_w{!bSHmnD2N8HzvpCM+0dTlL`XC8dCqC!f8VXAqRegc%PFr; z;^^|Z&i?CP727rJvqG+sAGf5t{FW?_*`2V=kSWc-gFBIjoXhY>tfkPAt7Uhstn zC07y~dhVP!4&S@a%vXP}5D4WO5$6xF;nkz+MFVYRm@Dzxjt%Qa&H9xL!s zQ94hb*vIjycNOPFzbR*~1j{2Luoms3V%g0{>h&|E2-chSGta!rtj zU$PeOx0w1%{cifGv+%M0o?BG!maxt0e69c;_2^m8-nC701>P%43FhiRMeO5&mqQ7t zPAqv>M;%JrLs5)cPP6kIbqt%tn?!VTizi3F_3tPrtle8~_1ZA@T|kD@bR% z*1^_YcoOn`@=Z2k<97>v4BdrW%YM@Lekz3_Ytut_uc10}%B~fs64er4yN}|2!n8^2 zZ%9MA6dl$)c0JLr7^F5HJ;0q3_WmQ?8UcMA_&oK#S6BWAxry7LzUB%q24Ztt^UV$C zJ~En?_>}F6H(jIGxxVvpGw&6ce~RFz=Vt}yt~lBb$E+m?wca7qf552-(ByM4x99S% zzm4a`Rk7ZcDdknM-gDmhg_-%-_H#$Eu9j8b`xjkHA-`Du6pp#Bf z1xiz60|-SFJ$5+Gy<&HsTv;~hCw(YNOWZ(chmyb5-324v#X9mWyT;_${f{xJ^;1ew zW~2W)phkJTnRR2ykMKuuD-0N%2py=^E)RhGWnJAsJQlME&Z?UkS<^_p2q5 ztm9G@A>}6>q2bBfWT~|~;7r~>Nrsh2> z{%?0OZfFiuzZ}$ubak(AXHMQr1->dkC(5BHe$D&d98wR8;`woz`1U;zF_^EmOKJ|f z-d)bFTtUnghg7(XP3MqG-AEMTgLW3WfyPlx+#z{NA%D8Mg33!_*PqJG9mqDlm@hd; z>>GCX2KEk%9nM1qq}gh?L!lexTjR1 z35IA1F~MQw321bk#e}b`W30@`d}@0p^^%Xkg(;0OkO`OB!wLEJ;{TiK8g26o9hiTF zMWCF{t<`uvBKSYYFADL#(e$@jq3zX>vZ&tp^JPaomm9d z9EFQ_@m8TElg0p`6r#?77ktd=C~)zF^kKv6Xzm)n(zgC>~ zRnbBs#tPXb4iz_b#;yDI=-hy!8FcPfVJM^1Q8_P+h|${KJMV$8?}3)nfZL9-5j%{i zKMxgcjuMpC+x+qmL%C#n4R!vYX+EkO)lBl5fRAco34wpEu-$|C_I8o{Ti-nZEIa^w zaX_2zsPGFpEqu?g6Mm3RIHeeZg5|1erG)J**(n}HwC(+vBca&mL&e866h0rXAvNPIToCr2A~VRzRD6SHED;q$QeFiW5&gP)mtW-(oPQ zw>hLDr?utWViPk%x(n@LJaw;ZK6f_uv9qt_*|(z1bW5(}G4rMN-tws3t6*Et75;yy zFs{)3+{OF3@J?S4=df+M`J-$9GUy3?tp%GNs7}j>2CJRLwPQI*M-0?vWa=#+{b6F| z-F7(5SJK2wP1r8!X%8niVAaoox^a{$r`@OJ^!&FH*;qGTPvu^5a7DOj9V_Hk-(qME zA=dvEx8TyQpJICovpqOZ)@SCNqH0_2iWdhhx8{#YSKk%rUMATW!Pr$peTzflBkbd* zM~)PC3|(Km8_28kt->qG2;!=t**;GUB6zr(e^&6ZBdHnZ;$4)Y%r5onyj>#~N_+9W zE`EKPlc-GD3&JuXk=2}V`KXU7mwN;_3%4zEyBT^nT_gn4h>W;dsXULo_$*8@fG64i5A9tA!|74?dk(QWm z_8)G>m2bI7iaDKJ8>5@j!Xt;Wy*<_|Mi9lv3j7}`Oe%yrIVLE(Y%H1YfasJe#LV3` z%_@1jT;4IILW`{^BJ8FW8ob~nT)n3gC*S%<*}ssF(MN?rx_tJ#U=NY*=6Ol(Jx9jM zd76AF1wh8sVfkX3{}}9*qZnPVioALDfM-vaDBQL2#+iFQ=Vzm(cKr@`5G37&@%8$| z)+uy(&j?Z0&E~s7I?q#%1D9RnX`6e4y72b>ZRbjI_LEIH0qi!v1eV&tx+E%nR=_?h z-mgK?$Q!?K?JJ%2QDcRDR^0#Ram)_O;#uBZMQ>4D>9mf1!dUvDa8%7)!C6@3x>CA= zHYGuHugN0t!d23Xz{Qig>?|(tj!Tpu)v!-`vUNja-2vk4`5mSs~XbVh1Op9K}fg;i$B^qEH3zD2r|WxNX8&;M+ps^4;*T zC!`;PmXV75O}F&pjB@_5G&;qWmgR&x)$Cm?Mq&{-kNEtK0&gQ5-_msYH%PH!t8-y=Qd@btCK~8#48L9VwLdw{SnZq=p zRX6@vfwE!1!_#1}_X;b;;bVo|KttYI{8pE`-e1AjG4=px?`)TZ?O+b~-=nxa-n@T` z%koeCw&uCd>+hG$^do-IwW(V16F2FvX^N^zI%V|V-gZf}uUuT(jV%Xe z{vF-NIk;`PM?P%-)Uo_fYJ1ro>_GF2Z+~svrrky2(ln&ok?X;?CwF>`O3Ln)c)|Q8 zRF`*7BlvTE;vVL=UdoSCG#16EI7U;FGe6nQD_q@@a?)yhkE{?+Cbu!w?R;YX$$Rdt z;{2@ed7it%l^reZhEK~=yBzf(B5D$OAuT?-Ae$a)jDY3t*hgTy zPdzeIyjW`8x47qNNs^H*i3Uj9q`o~c*%TFLLb&JU&wnEm$|5NKn1N}onje+#Z2ANq z@j?Vg@vzyOGN7xC?Sg)PIOmK+_z=6^d*|iAbHD#u;hz;I4iGKtIax?`Y+vHIMCs|_ ztDwmWiS$-he9Kp_ew`FD+io6`%G7awc34iB>9;ADR(Ij##puI^H|EFwGs$I<0rVMNeY0BpI8Qa&2_p!ox50^b$(f4D|JVRl8xJ?(l&SS88% zzA`z*`^MZM|766#@78j8!oi;+FqMY_Ir%G!xcQGYW|#GJN;mcH5N@&8lO3GitFw=V z+mpQDWAh8PIjN>vClAimq@g*9w{^Z&*ylCu^BQM^CFh^=`Fn^aWb*h&Ae*Wc&AmsZ z%yd8caEmt8zJb*~^?Uf>K3DA0dr3d?VPKU}h7AwOu*E`I6s4tu=qGa-FASR1os)MA z$fgPH_n7cgA>|$KDD88_klnJjUREbRcAPF)cn?gbtH3Psa&6B`P2$P^(If%l(?Lmj z%%@vZGz&0$KX%VA%9X^p2eS8y^RuFH&xZ}u+&ETGcg6Ze)nL9U>o+Zri?1Xy(ZDBX4n!FBkNj4C=pE$M zOXc6UW5N-@^hs82H(&?)ame6 z5q<{E8U3>E3})gHQHwOMjb_`cx7jooV>D;eKAY7G;_I}?U&)xcx>6^8wPa*ISCmuy z<27Vcba_)^7;^;pnLCQiSGnewZ>gcx7Z$Das1v4?!j_0(^S3NdS&%5aJNqD2t!TS~ zqjp2QOX`^iu8PB>?Hf)jPXy#XTfTj-If_41+Y(T#A3OTf0B5IX>Pa-CJvGgAZdZaK zC+2vvI}X)&quwu`Z+i9&#n2fXny-#OFL_9eYERq>944b`x(6cdJe6%rtuaXT?Dok0 zs$T{Dt=`ULKxWfK@qzKJenScF{$sr0cg>z8j=*b$>*>JEKd0$6rC;oa(*Kt6K8<9B zQJa87;UvsL{ZO1YiO2<-aL{63nX#hX)hm4^lZC{|=k(2CsIXR%E&_h=kR3-%>b6_Evdzhzr)ITQ z!UM`H>rx!oBmtG*!42*4<<*%at)t<|wfFFzvYVVMXV+QuO_7&&_Pru9Yp&jHMGjtN z`uTPz7ejTcIC_N-T~4q{nyVL@_m4C8{JjGI?-eE$lD8(?rt13239Ioxa?2C%7fALb zgr^h)(mY{)i6cPYocQ&T>RCGjACgBY3rjaeAm2cLufR}YdJP}m4M(!p$SrBhDXJuA z@Ef+N;vv~!?iiSmxfB2M+Vj~bFWC$_Hw4hs)54EYua4!E#?Q+oJ3e2KBDzB=)aQFo zR>*ryJpX>1c9u93!G`Lem~n~-wCh`^cBDeyE{UpM;GAaAvrg`F@_V3pW&Ikvo0bt8 zSjiP3X%&4r}?j;3U@CB zBe#>WA}m>7D##U(xy8h#MY=`nu0T<^VwQJqVAldZr9nHxl7cDu%|r1zAGI&k-N~Ui zuI%_cC-F_q5pUD9X?E-^wHxR6-A7S+ewK?_PlzELX44Woot9qI9q%dKf%SQ@p;TK< zr&Q#L|2Dm8@wSj&artU+@2yEb`V(so< zuVLRm<-MXF${R)1(?K$HFB_gYN8KOllE^G1H}>(}6#ifh9t;gnPPU5^4uj^C2Yc0= zMY5!>tH%nV8VnVlx|7C2lI<)yqw1G(tLNV|=7uv-d^-jlCf=rnk3Cn|_ch)tO7l*= zlYBU8;@xsnLB zi*2gKqX>qjj6K->w%+>TpX|*M<0y7%a;>fLqzn2cHJIw7z#556P#0s@Sd{&yBZg zM)H;Wvw*T=!#*Vyfm+yeU}OqNFFqv1>h$1#d3W~7{mZCa`g;?LPgJYGdxg4e950^cd95;s@qyJzDs+D%1rUc?!pt5 z%tet*C+^&#l&$sA(~uC`m4zn{uCwWc6(`rQ&kmHcXD%6On%zDtKCfXP6`9w#@p9HP z@FNs7mkNNHOl$P)84$T`%Cjt8-!A&*Dop;LcF~73C~%ldCqC3(-D?GGlHB8|jw90V zX+C+%p7vE?AJ_Q%&)+Nl{UWawajqYxj(&Wv6QAEV)^Fn(2s-+20&}qXy5-PB+N{$V zgsltq(i47G;QzhCxWbcV;yvHv{#}2l`)H>_bZj0gahb$_3*Pu4&4sJG2gHjY?&L$5 zI}UqsZoz$vd-Jw^+~L&Uue&wGJL)Xp<;6kfyJCIC1tUGg@#7`oV+p*hM+jeb2dR3BVc|L$bahDLWuylsLgXxeWY zi3a{&!Nl5@Bmm98e5(*1*Mq}yIC7mf@%f?11oU0G@%l^?`(Pi5D2t1KepZ-(TVsWn z-Lj3YJh8gkQbWPp$jTLE-Z;5=X77NOK1ln9wbhu?DQm)ct?>7XWYk~H=_vKLl*af_ zVV~ECZN$H6e%m+jCw6R31Be4JO5_Kj^5*len0%XapMj+~E z`)i->LP=tU*EVuLgRpg*$e1SoT!=b>Yi?()X>_T9-EUM@yGUkr3K>bLl46{KH>J9 zHl3&EXT^)-5;;C*pwOl1*eE>ts{)}s&{XQx2d#&t?>v>io~L&A09gJXOh9e^g{-Vc zQ-NQ(-`Bj`B72XmW|1z-W~bnAI&Q~-^l%^q(jJQoW|JQfFVA4JsYez z-@$NS_da#wR=op6q1!r?*m}8#X7#|%X0S9VGG&OwGu8Oo7wfbZ3%Ze@&;JR=u;v#K zM`Yp{ox;?Z6}snV1y8TNV>_+6z4m90zqu_hy7IH-Gc4pg87^y2c#gCZICiUuWdpG{?wL0OJ)r~(@7{zT5sehp>7*(8D zKHv4-o&$%ZIB5N?&YX!@q3s^bp8YzXZ2Gq#d9d!Ab6mwAYuetH1i$XW%oYUNZ<@LH z==+y+fAJlsvpu^d33-?D3w@Y9ynC4x)>ncd);2AkT3`kqC(OJVc|?q2hr=P{r0`LO1849}_d>I+9);UBi7W-O;1mP;{&eik|-B;K>)Q>ew-NLS2YH3s5w zN7<8Q9mYA$b6%sX>x$~;S?}Ss6mE`wC>Ok=r!i9IG~4nB!wigF^kju2O?S|8&f2~H z?{)Fxxtw=7aY=Cq(4pKjb)5LgNBj13Sbxckb?cM(9};`&q~+kfsbZg!1&;R$|E#zL z^b`MMi4E?G;e=UP^6507)$->Y%)EuT4O!o$ddE@k~wg?&|c;X(4=kBQWi8EOrO5!@0sv0P(<;S4+Z_B|Gv zjmM_bi4Q!su|jxk57)5opYl;LyMYH5J_Lj-LDr|L~Eqn~tE0(O>Fu zw?0!xX=r4c7e4Nu*hl=azh4m3)aaT|cx zyD(;6D?$yX*k^m9>hoYujo)8PPaKE(!`$93plQD4Xl@Kd8##(7roC@C%-zE{vAAS@ z2`ymd&zXAv!28=&&O+uVTP>O&DtyBFN`i-SHQ&&{tgxx#`x=K{1F4?$-5=K)1Hd*_ z{2$la;ja~^f}fM??0O)7$2%F7l((I9<*^%w*sqB%KBsp`q9ea6-O{a*xC}IlL8gL= za`vX<6OX&63Yd=wny~|>^AeNyrnO0|U*zbRwAVX(;^Y}a>4`N6%s;zlB`^dRoI9-^VUW^7F1jNNRcPKyT z;`N+Ywlvk`|S6MQ-T5Kz3KV&Q+Uz*R3Q_bc>H^M-FQv-dv6)- z$02GklkD2s?=$NrPo_DAC{w9hegn3BWjYJeR^t>8k@ekz=cv*5>#HInd?q{@&b;8s z^N$$-?-l3AHL{J;iVO5)*A#7%5z=x3b{}}_tZ)-op5=9e&NHaF@+wkHA!p99&(n19AKYgAG4?2bf_E4ig%=^Ll4!*-%MPaM=YkEKF;I*!9$TurO zQl!~6&BZ@8^$oN-=q%^kAwz~Zd9|IDM5SWeB6p3L7yxmrjJ!`mHgQDq%;@_C{>kjT zu=-?jOlf-{k9PxDx}t3T+Io$wta~XdnzP14@MLt;Etb9IQRK$OX4vpCerMl5apH}~ zbBnSMnk#A++n77_yim@_n35@}2v0eh?-loX+TO_GZ3}(GgjMnPyg)nNtRuY=d*=I*tHJ4&s96-Z8d>z8AZrfPCMuoPK|}@EmVS&vWid5DLjne9CR|kHp}d#prZsY$#t| zS+OKmq(-=s*z=>P!mC3OZ33y|l5ppnuL8m$)tRlq(@7<=;k5!I!|XSIT`b+2?JUOf zf=>2eXCf3bQOJ<4*i}*< z*eM=eGXl!599_*93n>|9Qz|6wk}x=5hvLwM%EHWY&^hLrJSx9wV)PFCs37|&SM?LW zkxlmv6$j)pRos7Us`$Rfq1O;)EEEg&^ktdYP?1cVdgSX)ef^*Ah&k`oh!uVu z?3iK`Z~U`Dt^pB0DXQS%;%z$uU#p+hTY6?;`J`_M^s6O)F6Q6z{z(l@&%nfXT6XuB zm>bBq*cs_{KIs$7m_H?|^RTrHp%=`8p{8MC~?a2;1rQ8+!2Zv@akoya^y(uR-BN2hkhjn*e2%SZCY-hN8^a}o$ z+*lp`PTppZ<~+$8tGgoRTXbDguqr&WM;ZeWJ;~@Alk&bQZsQ!pJ%$IBo^QFLMq9uL zI=OD!alL~e+u4x`37ff+rWIH=G=uA`MY2M!#5cYJf|mp9375R%(^b-whQ=FnI6I}< z0@hkol6y=TM7*CnvLln8?lk50#MYd`{>x7pvpAXim102B@0ZJaIzOTN2i>o2QnWu-Xi6qpkDD1o z7=4R#qnW-=Zry{3`9an^{t0u;H-2aBrElQ4do2bccPQA9-pD&ibW}EYl;^p=mIv0J zIA61`(?yP4#3E2-3P5|);8mlcUrwF0X`1W7PHBlP%5N%ONM&W?L-Gc4Yn~rU*GE+f zfN~~&YxT$OQ6CkWA|fuD>!*BGR4XY7+cc|t=;3Veqo-Mpya+DZ?>j~I4L&vAzJ1CR zPGt&YA)$K@2j_ddS7gWHoM+*=twzkqE;F)AVxNa%ZcBHG`Neupz;(&ofWa@AkO?pg zX?|`sg_-noqD}a!@Q(_%4nuP#E(O)Vb_rTpF++QA)|&=U7yaqH1x&vSC$ysRgA7f>d&s=+UfZ{acf;RFM+Oq^ zgCc}{zBf+Z+8?Hunrb8KG2?6>Y#y1poki@lI-lS5O?Wj_a&=11xe3G{`z4O^da@6* zeN&X&K)7{W${3?hN58)};rW2CzgNUJqKyAMF;EGHQ_^>AiHin3SJ-#Oc@j2^2Oi36 z#aWa6(>2b|3JbDi?;Jhn2KUG+Y3yUdgEGa*Y)dW%XL5P_)c=krXVs!B@4`8IA&+Ry z(M0xROb*-=$W{;WQt^Npv`HK`WPz9GAMvHUvE_Ic%ft(GOv#gtt&>)fh=PImQ9W_9A27%c&~n> z*1S7$DvE#7x4*r`g_71SotH@C+6$2_%nHyj5scJGQoTb=hhRsva9=oVj!o{zTS zMP;{aXfZSeu_%O7CONxSH$FeY{g$70IqAr?$r`?XQL?0XL1V%$#E)(3VE^2+|BW24 z6=cl8DE<|vcJ_fZ9Xa_+q*ZAQ4J=d=IYb_ImO8D|VV zRQP9w-F$wo_^ofEaH*^1iLVDn&O&F*k-edud|0iy1b{WXM&3UyQ5rOzTn*Ru&b#2* zlyJIuv|lRjQ>vr*meWaEvzh1#X?yRre6U@YWR-T)GaxAKM)IR%HxJ@`?-<(^XAosB zb*yh4+}>PP$%Dw#<;;Cd90%6_s$)I6V|`?{4c@ll%R%~vLw{4Kz5zc{cnbbF5-z)stC(bZI6f=+)4#^z1^dxP__Wj3_qer^}Xw zT5uJ-<((Wkfc@0}h$I2D`6U@M9_I(o*~}mFCRp!j z74^K_=hD&jVtHyeU$}#Mqo4eEH=aRET8*{WIYz>@)^|2NQR^_e?^9ujFvhmIS02Lt z5uIma+xESfZz{dQPvaUFMkT26otQ`s_Fbdu8l4=5yx2dYYIQ}e2gM zjwveXbV~U#OneLN;fylt+|fwQ@HtZ$q~Uezxx~Lljwt{M%ZZbxdyhnZ4{_fI%`dYb zy`?_8zMD(l>WV9KN&p##Aq~&d^8yZeNx776S{`@ZQ+YMy_ zo&0Sos2Rv+v&mWuI9@VvP?3)aYvoq_=3)VZC;E} zl?`*gb)Sv?*BMjU(qjoqm z*V+>i@H%l>GZMa|kGV}@j;Om=#y(>ipQppIJ#)x>F^#z!DyGe9`miqlAb5(2r`&|b z`aO5N5CMDX#8>xG!|4n?9~t7&Exh3M3p)A35Oe3S=7IIJyb`U{RBQO>9*_6`Da5WoVN+=K@|R$JqxRRt`O{Fw0X{o zUx?I^bk%@I#rCf3y4O_d^a)syO(UPY=DWdt5Y0fT#87j>=7$o95w#$?C0>7vd(j-P z-s56DQEtkXV?G#pm~BWe`FdTs+fr{^~L zL1r2!-|`C5eeS)&{x22BFZ&otzK7(CCF|yVzJpRXPq(JCqhBJMAaM(K((zPsFw42~ zKh7WdxW)=q#n0C`zbd@a!;}ZRe&IxEk9{wec}ex{d*i~bbG>l>=CJIw_n^a&PrBlc z&KrsQp8@>v?op;_lce5WVV@Q48c6@shFze1Na}GvsAF3c7Iva|u88~YoYGzR)P|R0aTu5P)Sj*t0;%BX7U zTKlZ{x`rz3nD^`f*?ra* zt`0KkE%)d#Q&09s1-Kbkw76!mxFhyn%1gU)#8oFwZ=C#aJ{?H!;m=-bR{MP$)U{4$ zp}$x7cZC5@xBB@3{4(``Y zK6d9G7vSv4=L&pQuxX@B(aGxr-DK^FLa1Autc{N$-Gvtc<(I<=WX2Rk2=_d=w9bfP zn>`kzJ3P#oIegV}i883%^_!z@0?E;vTVwccVD0z2+SouSOG}t43ua>e{bk1P{-@%d z{!-!fp~`&ATH?&2kfgj|4ila{`NR0UpDWEOJbg!xw!cl)cK2arw-d>mKL?h{+22tu zZ=U{InecStJIn1gQRhRq326JMo%0Q&efH*t6LL{;Hg;uoR!X4d>a|P}3%W zRGbj^{hHMm$aOW0O;{CP%#7o~*$25=-FedgT&zT0Yr7vCOdp5Iu?>ULFFCAremrD? zo}$rIk6n7QLn+l+NWw5n=wbKT6PI_G4a$SX%!u9Vmg*L{<}|)CTh5jJvn5Lg*1giQ z#yqY2W)JkddHxkb(%f)1F74k|Lw0-z=Fm5}wW}?o|mCH{I z76X&f`zK1j|3q8w5l(DTs{Db%$qwPHw`xqwTd>@(AXB}O~rhhq`FaB5| z{n%W=4EL!*r=*8#EGDGtUY*Xm z!Jla<4j1pUIV>Z);BqGQHZ_)_o&49mT;G`K1`Y@F=KtYc*=DUzMzCBF1k}ql4ce{w zvdoT;^=o4HPo_`(_-kzN;94yN2%alZUP#^9M|>33p?y==!XMmU{!V_Uzr}OJpQjU4 zht3Ka)b3=?k0L$L#G}^=`=~fSD?}Bq@7tPy!L79Hq9q?lbKj2m=h{bU(uDNuF^OLj z-*QbSoLPSju7IFXw)1h_c4h2u<2%UyR?m;CSd8g=ehr>o4O4QR#s1dr-t-=)HDxTN z-E@Dc8!$~*Q1 zf$?_s=zB5hPw`p7|H3(V;@M@9XK@X_lG>lzr1e^qm3AjzKBW#5#_UkR7jzTeMG zP-dBU_oH9fR*{`tbij*QP7&?ac=S-m>2?O)&#gmUn#T%$0XmQiA!3rUoBKI;>TA@A;+|i4#5p#F3`A4Z6WFs~-*@vdhN7n-IezIr1-n_0;&w=? zG2xI*6+TqhXGP1yQEn)|Ju+DmP8*kwpgn0ujx;U9%y$TF(|X^A6P9iKkLAP(8{dSs zB3c<^d#cdCb*$jOPL$-r)+d4#SD+ExKPwp%@9|)5ElPE#DicXqlaF*{82y$o4{JE=-Ug41pcs~vP zQQ`JcVg4VkVLi9HJ`V){!y6w)5E73`YfEG+r}*>>hV6cioINQOxzcpWHh!w`ve(|& zVd|D-*0VX556MzJAIgZ>@Z?lrX7@=GPI;JN^DGZG!&gN?Igb_geGRwIiuY^KmiVb+ zeI8dkEg=Zn#8r^QE#B8d9U$C$2iqAD=h-}V+kER*Tl0?!x7P}YCw2Gf<^Antn=fs# zJ3J%m+D?n{)9Ct?ftY-l3?}ZWOqti1a-WZieUFUA%Nf;RX|WRh>3JqkZ<=4c9!tNh z=?eaJ22PN)b$03Ml#mh{*{-;4-VBoXQ89aFJRZadnFWCk|sQ{aTyEsx&8N4hNtWy3`FU*KP$)&<*CBH zt|5$nmkBuX8#GQ$osP;`(Dz+|lfR|ef2gpX_3K#wTj?GAdywNJr)E%!C;ew}XL2>p`+OIbq z@ZykwqGr@R+pWCz;*Y81jru9hov}EQ2Vd%0DSYlY|9LS-fH23Lv<5adiuHRLwvBhs zNcHA0Boi?5z~c!R#WVP-__#)<=`^l_3$mGp)86i6hh$MaSI|u87xr{Y;?ZM9;Qu)= zn{(xLWGL2$a;*3M%oS%7KeE9AXJ9T$P_PKn zPfR%z>t0`P^-Zf`;Z-3N0PauAmu2_X?~b2=|69|F%@VGgs0x84mWqK8`ms;6xC7=ALhf(qZIWi6};i zD2HN7o^vJI=dn4YqVL4X!~HZ(g5R8LDWn}^UeZD>cq+J(j!XCHwQs#*W98V~3hG6m zE+fKH^Lti(N|}jIj2!DtGs#u4T#2#5*(5~>$Yl31S<)*bgin}If%|`{u=ffRRu@f?RD_|cLe?R8E zqUK-F^qTiXP6gLCN1=Lc*n5RNBy5LCW_io?8M$S1q?gI4@up3H_Y_1_c5UmE#qlxU zgd2Y>`P!5-slFR@(jjpN^-?3O?@nTEA9!IFfHJ zG})i}n0>v@P-pdZXLqpAME%dN?Hp$(POo*IG`jk_Yv16U`FJqW%U#@^Gh+UP(&iK$ zH|jN{?zns}lJxE5VE2$Qgha0H&AV@2^5KL9#{SvUZRKh4Nr&cYp4|m}%oM&mMvxC$ z=S)P#^4Lr9+?@E>jR9PfD^ENI7k~S|H3ZJ?w;}gWKUm_QLZ3=>Ka?#`JpHx`c9x$) zZb>(fUK6EbZy|gsm&DK5-?mkO@2spK0<{e8im3ac7m(};y|6ys1DSX+qO*`FNAuuo zh_{^YcVXr7JXaK}!W*NCvs?VVBD>EU_UUX}=EC(&qIM`Xt`e%?>(qA8DNdS^%zG_* z4fZoAvP$CV>Ks%&Phxr^_IJ?jWM%r0Yio5KMEH%edWK0zq31- zMF4WGCUz5JTeK-kefH?p$-idn`SZDTT6jO=r|4N&@l<*;s$MJDFIbaDDaq)5BTsqJ zg~1+O?~$Jo&0^;?tG6x~uDSQgA4^cTDt_yi`61(5V*QrKjPjGo+l4%4%85eN`84s} z2ko|tE(dPH=%D}*LGQkwx<{A8o?UZ=eP08~$&<{b|Mok!*gfz-NWRKkRP02nau>h(Pbx(=Rx%zK)=kJK_btxC_o*QI;OB?UFZ0!jz(=NvoQ3P%9wxo&31_M2~n)kY= zhW6hB-n4IMJ-;ulsBb=su{0En{<$KCq+@%luV0qVbSEA1K&0Tx4HTm<0tGRFPK>hrHaGmb3 z3C#s`%E1F8&IM~fPX)zlmNzmA5$KAci`-2Yka$@0PA5OM#jLyEu(QK*2Ai8~dDcIB z{k4x3KBFw@$xrSL&5bhF*FJpPN73;0^`ehoBv98YV1BhC*6WZJg9uNfH)JtqXdJpUHC`0Q@L zJ)w@c3g@|@8;axN;k4`=R=4t%JZ#ew*5+*Y3qAxdoIHnn1^y2eJ1SZCcX>gRx4viF z2Qy8FD#qPMg?(J38mF#o<75T8J-j<}Xny5f;hztvx)l?_wp_sbdGTtmec++E^XJTcA-LO`{2dm}f!rH> z$QE?t6NWf7M}heGakfs!oR^fD7>%>Z+v;-kJ1{%=7cMxi7rE6fbr`~7owIDt#SWvs5RFsAYK{$)u2*m}+@C8-Q}4s32<1(A zbOtjac|JJBD_)4fZN4Fj*q!2Ah5J{<-(R!ms~h`V1=*$X`p6+QJw!CihBB8Hng*fPr>7}rWk?`JYhhhl!TES3P z&z)WGIS)*FbE2q?w}){!W*3QMx+yC>uhLMbi}D(aVTR;e!sbNBnC5Q-LRF@a&a)>N zhI?x{rNyl7tTs+hYHD)H{g&|cuz+~V@hf+%K!ATj(-s6>hCwbHV-1}oSN=*wC>;L zi_fT}6TfgwQ06I#LdUO(&rf~^g9o$zrq0}AZ@Z-U=d0y;BDBOG6|5B%?6Xe(K>gKu zGPn02a=LE}RVSC#W7~=@YoD0+6}dXt2hGV{?5Tp`kB5r=8rI#`JouLTUW|In=L*D| zu%{vfjj`U9j}_}AeY=KEYkZC+CY{WkK8wX>)yul2?F!au+1%AzUUWHdqxtm_Jf5Dz zLo!QtY{O5!r4C`#4jJ(xPUrwVvc?j9=aKV0LzqCwJ|TcbBl4QZS5sierq zy4NeVDLno=ukT>wJ0G^oZQs5DPtFU4?<8~hAC7>>&T&eV&drEF>pXAQ6?FqXAAJKs z4pcO~dYv%D4HQN7FY=IWRK(Yy=Vo2Ii5D6$R8k`FINun^v zesp)!a>5$3eWd3nt;&n?Mq)~ziN0FnichOynsHVDc2*uGnkYjsP5 zUO%Wjm}SB#B3qt8XljlM(1xN;P^KG_H@@O3U|Wti@f|i^4)1}GIf9BhxfQlWo;!>O zq37{2W{?z;aGuN&XZJ%1T~f5;*ZB5GV`Ei=)!Wp{uMgG}FaG@=+{2s?Y0#Co*3*Ad z0YP`zfjzM=`oE)P4G_{xIA7;|-rpQ3*v6Z?N9d6qqesM&rFp5ZMQhF|3rTt0+FeM= z3PIi2{kGgmjjo=5PVD2%2gR1Wk^R_uT%i8^`JQu=1Sw%uWzQcj?@bYca^oX5lcF1L zP8!B-r8@ycov!a4W zcmJ_UyQz=8a7zcd1ASD;l+-fYPT^gcH7qAwtMePVx_2C8CF)wpwT=(D}tl(QnCD}-YP1vU{Lz4_Y0DHem$H)ZhMwZQbT{@4b|SJ z%6BM-GBg*>%=XzmM1JebSSZ|5Vfltk~Ecfiig11G`r z_fixfj+O+LLXxzZLhnE8;!C&Vp#YgOhr4a0R?FCM7e4HLsD3&ojCBrNaM9g}qjYvR?ML zzO$gcxxN)L!Kd=6PKz5q*@SyeiXrl-;@v#I#qM*gaad8Q86a*3WPZUqwTn;J+$?%e z*Ag9XVAaV9{BoN&ytxB@tVpr(wYviq>hxaWpB3RrEqb6brFJJ?A2!t5yQ1A&zPg|+ z+b-z}{XR%b?CLHSu5RqLhsHx$n*i;lI?ENXAE8|!@38`f*k9XJ4F(Wy`C8$h6-J`7 zn%0i`$CZXOyghs^BJz7_z8h9PHIP$V-Nmrp$X>^kb44j1ZOY=j*u&jxaNu(+Gh{;e zcE8mnlZ(#}Pc{!U6#*9BF2Tq=+MNvQaxP6#Ef1wUlV2*CTw;2097Cc{PkAKi%^N|GGw6`ND@S4+Pyn*Su3tce8#Qo(z}w{%=>6fVN%>xq7VdA_+Imd-1iADQ2Tb zW}UV@cXszcq%`Pw>!H6r(A;m`ofwF(6~23i)lpb%{bP41+cF>jt>EY9HsCMcm>H#y z`mBI`R=i(B0JY{(wU}L}!fxFWgU^q*iqC7n!?UY@FFA|VeaAUP;qne~0`LA~&JK2u z*C<)z?moBFPjI&Clo=U~Tii3Jy_gv+pTo{F320!u$58A+*yu=pZ`1#FjTCBs?&$eR z{_Ea7y7NvJUlu_(JQy?X4@?!5qYixQlqjb;$qd3UyYig=IrDBgH%^|lJNc#J{H$2* z1vGJs5F-!}UQUbPjfC?7DU4m@yJ1ss|8viFn&#Qmo_fo8vK<6e9^UUUP3oOI|HzT+ zVozD_9E*L-E_lW+curU_ntRmpVg$c`v1`tfDckqi@ZtP8pZ0_mc%mKb(rH!hU_-vk z^=(;DDgs}L!G-jOZlbA5bXOofE($;OcxSiF>F^iJWQ9wx;3HqSAP;v}e$cuBpi`2! z#EbhHj~r)Gge>Nc=Four=;wr7M6B44W+F@#)tEPT)9ixZn8T;MfnF*+x%jOQ^6IwA zHFB;%uqmHB+%xF=xdPu6G)AjaEAl+u`>`X}E5t;2uNZndt{{~!`}UAxnTWxhb|V#r zuL`_ZIIR*jyEd}Xy?|b9%pG!A#)hHf_?1ZlFBLKY)2Z#nKb3|9lIR!?Lwf@1L92jA z%ph#>c_%(?oBpxneYp({9M(WbQ#4>L71G;gb-j`|SFi5r##~xNPCzB0nfO~Wa)nu! zbh`xFPuY$Cxkq7Sg|AeVN4AUeu7GrnHHj}x(Xr0|d1}P=o>Rs@8NxnRd|V^Bf%h73 ze9xsHo44;4H$Haqik!QgNMJ8oT<__UH!i34;ms`?wTu2;9PY-q%y(3=iiWhClYg}* z{oMIgaeiIn{P-z~ZcG)0Dl|_f)b@>Excy%LdlSl5bgZz?YfvDpkBQ@Xjx7?9Fqzg< zDHhC(N}^ov|L6mk=J4h_dTkR%u61~+E$630Qiq9*Kx|t=Hu)x!OdZ8PYO`7c%u_Zx zcsK7&?IUN9a^Ul^42*3`r8Z4q@2)Gsm6UXb|Cb8min9Skx)(bok8e|g3JxR(C^t+v7u?bkg(K(Pz`KJC+q3Oqa zdKknJV^d!TVubgKF+cmr*QI$r``5OQ;vOcIT;Bc`7`a9sy`!fd*TM$xY)|ExsCC+G zPCjVK9^A6y$Qye-fLGh{cr^7t1Q@vN=fr7o*j6Vk&nn6JQqL}g{Ydep-YWKM*jADM zO8fmqUX0z^hT=1)COKEzU3i~8KQ7RwX0&fUM(3Q6o9~9pItQLOd0q;t#@DXBX)4O7 zmvUm;nmynj!nge0`%|a6q4-cB_kH9(d-j$~zhFG2$&;h7<;EMQWOw2co2n3f}DL`lC8tNf!}kS7|fl49h;8;*jxXcQ_Q?r1l#T; z*m9t$N4B$Wg4BqM=D}PAj#<@t{~kC)gNOEH*B_hTTuhC=d#NQmUGMeeY|dQ$u92WT&vgeq`Jrq+id&D1 zah}W649bkPS-o&$WfP*9eizKiJ9z)Xd-duTm@Nn2m~N13tVX%vQk|`TmO8F`5nSSa zdy~U1?8<|5j>~%t;(%E$&9~O8VZp>8O0%TD=eDI&rmw)5JVYfy-Oe_x@*NJ^d?rZpz zbLK&08nQVEQGBalZ%Rg-UA-9N4SlIcCfa`A8Zv=WmE2Ax#Mb9QiTv0ax)Jx#Pic*n zgO(s+qNA4}tQR3QwTtF+oi&M0J_79?+dq%)O<9h96;$NgCK26nspEy7{)KLxC7)d1 zo@K`V z%bXs&@iY7_wI4Zzfk;SA?{bdrH|{76`>u^lKE-ndXtTOGf-bLc-?^jQDKTi-lHixS zI;vl{DZRrr@e{kJEQ)JA?UEv?rgRqC<7NkY_vOdvLIWti-Y0QH`f-W^yyv{jJ$6Vc z6H!FSEeU-Ol-(z5(GODxh(hv^F)A(7ufGYK(^1|*spi;Ry$UhHroPSrxTWm+p5u-3 zy1DwC?YZ;x;TmblygmDp5^l$wkc1ssc2%0O7yIhH1ud#NGgO9Vi zSB7EzCC}WIeTgI~^0&_p?Zx_4_o&3A(=Z3tQ@bKZ0y28%x9{}qTbYObZXA+7H{g3u zXsx#dqs8H}swgdri_dq}Lw>{kvHzXG{>1!?7o+;JtXy;0=q;ClEkC+6ADsryqN~mo z@sfC{I7!hy{}lWBDMe~}z6MD2eu@97b86S$c6L)hKya9==ZZSd*_9JeJHF(@;Iksl zfG=Tm4@ruX&qVI#nFMdGAM>Z@C0O;Ellbr5{wr@W567kQ{c0P$@EZ?>-E)O~RM>yG z#!#_u&BLGH<~`bgN0Dg@<vjunXzF93aFmp!o-;~pP|EA38 z6{cHqdX6M{`XuaRlufnn>?R|H8|C^Q11fXrFfTr6fmMLBqz} z*>theEnsf2f2x^1+rBb3yion^<{egV^(PLAa|SnhhHjh=+|nQ7LsHK^d2@I^FRqUD zo@NXK2hEF43E7Kf&Kcoj&lMlnu&)YK;<)X(O=!OOj}`V_VgKbCdxhyW%1_#C@{{%n zKh0B$`RnVIdDiuWl0Hrau4#hYjW@9rz^5<;B=yCJ#KyJ}j!*XID|C5K@1snA09W%&T>>{R{ z@OI{k5QsM?&hQW+yztu9f*^f^D+jG?o$d{<+eZa|56mtF+&CF-bFB{YK&Gk;8Oxvv zcomkRr;u+M8$Q17_Sp^lNaS%^BYx7fp@$ zw^H*Fwf>lIDVx+~%vRK?WgK=E!CL8Ms_d?9^2AV*;|CvIBtS=2*NVC%2w6kW!t)Px zCpRR|6Hg}nu4~$_=jq@p=dAOTyq-!gzuezp!dV>hp`*vMl5^cciaYq4)hU-}PRZod4AZ-i-GF1YF*-mvg)uTpTTixetj6x#!kP8b zDIK$8tV6rL@>Ib>do)oxzZb9{J+95$wr$R2Zn*6W3)jBH?X_mWO5V8oDdonlv)JD+ zVQE=ju5D|6#dE|C{w+gS+zCBz59M3d+oO7irr~u+_T+u$aCWV6f{<32RMe}Xe=qkb z^uva+JLn4-ealJXa6x@OoU?HOw64)>0rBWk301+ z`yF(V*A1bT>Ya{qu=}cj{$^vv$2BC$NHHZR_0va%v5}1`sK7k>qh$+{3S38EAKY(s zo>Nre4|6ZA_o&zGF74}tOpVzR@--BDvr)!+wKSgThYn-2d%jY%D@84rb zSuRd=JU=U@PfRM}5V#udz}Q7?tmcY5doS;b)XI5ZtUca}9t8tI zkM}@3pU%^V)zh=Q`${^^K<^dyaSf<#G1Oz%#ol1a_rX_wz z?m0gz$eH6Ux#y+gJU@PqnzQvz4#Q*DIm+6G7o{nJcG5><5%B$D|I_sgR5Q{xc%o^} zur%G!+$t=mTn*b@0mHWk^Q2|PPJgQaQGDlYL4A81lNY1hKU0OiU5;1B$CnBxOo{Ww zP$?p$;q}J-I>TZ4VH5D@65zl`MLc~QG9hUMPsyW|_Di^Bo91t3hIq-7p3o^j$}%UQ zXS5sVn_ivQ7arXqv^;v&K<)PnmfSGMbqB#hquI|f)E=lbi3h7FLXW(hpA;`N;s>SY zksx`4pVIotElbbc9{P_P$y>UlSyOZ{a>b)44o%4Q)qPU(Mt{%oUQ8Kg<$g_&bKj?^Mf-{9 zK2^vtlgR=zxX2Bddy+y(uEur|CFoygaIq(~@?jR8L~%OZM}1aAX3A3qr4`WT{g<b=HC2$e3Is zMdeF*7Wk@=->f_NE|&mo6~-0J%;-;c;vabbDG3%|lhdMeM%in{b`9eSFDLLRtJUS? zf2^>N3j4f9;XzPFcbGN^pTBWPax>x|71=b1=ACtX{#lW{mX7vdIhV2OxlfG?b%LbJ z@tur%1KmIJ(#;5XCZxykLerdaDkLYtC-R+Y^u7r=h)zrhe0$FoS0UZ^ecXGLi`A^s zgOw_N=R1(Amrr}s`;7dj7=qJUL!Rv1-s1s*k1s5p;``15C$xT9_aTux7vY5vQ$v+$ozej1!O=@t?v3WsRUT7`X9 zY}eRXoz=o}Iwh$c#lDI13sG_A2}O*SK54t9~3gpV~j*y?&6Dj-n5Ec@%8IH}p!87w< zrOIMg=t5BZt7QzWZYz5!_GYLqm^I$b4JX`9U1%uX0V017?AzJg6GEr8wu`RJ6j%II z^mDub7vw5Wy1zJg?0-w0bbs2!*9v>^s)(#_4}S9Q;huZ3(_ZfNGdHW)r}^5@1hz5Y z>n_UrW1sg+)4UGc3+RY|bsqsuhZ436GMPm`s`*e{AggbEqUYgEK{c|GfkxsmAR`p$Z7|$!`dvIs}HFN7x|3?93nDlMcoNwJ4WqWA+XvzfINt>BYEQg5r~mGle%Oa zF6EM*LFA&De3+*SP5*(u=fYRg^WQE}Khak7Ok%XpZop2MS$*m#z9pYiG!vG~nFK40 z4&3hLLn8aRdYcZrwdzqMS+XZ7dNBa}!J*98Gv~y>-Q0l^Rj`&_`&(cCPfTg|ecF8` z*^x_s50dKq&=yTQ$B^*U_j37`RDX3=h9@09Ah z6-VL2ScyTDO~Ir|ukKdP=7)DLf_Dt1+=0k>LG`yV&RTq}_`C)qM5p9eMsiO9hVwL^ zs)2nMy|Qd5K}amA^Yf>C{vP(9e~4@og{W>KTgE;Q7=$7`e@R zDowmQajsK4@h@^aabZLZPgHYBd^%z7PrcN}?whOmo>BJe;$$P(*2W(@^Zxi7No&X* z6=gQ2+s4t8J`*-6>nU@oRwFykKP#wm;UHdTr|1uxqSBiF^&o8#g~F zok=H;I|p?a!D5%qyPGPOYnnfblZT!yue*XH` zj|%&~hJ94n*Y7bWDir`PdJn-rnl8yrQT&z33}v}?WFlF6UibO#YYl9C{?5xeH%-x4 zasG#EFz0)$IKQqjW(x{O(TkM@N_a?5{vV^rrGfoJUTW&vbQNIn196!+`l-#%V3)Vl zok-bj+(6x~SWeO79_W5%)-_%$VvF`xVf$0L0EAO!vF8fc2wmaR{rjxY^$n+RzP;^U zs}DL-QX{7W&@hy@ihd2^%v{8F={&ZTm4+wZ^ZTbj^It5p^gz}Njj!#ThV)ip?-llW zjeD7chJEU}jv@f;ENC~@tooFGoS0+eG!Kj!dZ2V`9t|luKnx11>R^4^Hl;#_EZZI{ zzOGT(KBnpgC!ZQa+wkT+m!9R`pSe;Sdr!7@!N=Aowm$T$d?YL+l(Q5Gi(7ge>QL_smJWM%T!UwU-HpT&(gY!(-a- z{RHoc2Eq`rWQgE_drn;~X^KwkI}6+Ax%2FL4;%OnrPJzf_3BT-56dO**C9~M7tjPAfc{G$T#)jn6)_ce&0Yh6QA`3)Nbz`K{)p?HwB)EyMdr2Blc z*RM{%L62kQ5?35jVfd)cx1ODXRjEo_pM5N6QyWKHX~tgi%E}eSpzy0zw^^n3++D7f9Dg-~6_2whOZRbenQCD*?4}^4J5BIs;W;mftw~_U)+F zkug}&G+*R`XUyB{9{&*k5B8ETtg9Gizx!^j^$sr;{#k+2HhE(rw0(BliAS!3CyL)) z-%<<7*PzYnl>m+;f9a$ZP*PKZUX11Z4SZJal@~S!KxQwn%(uHEizkA$JicURWS}Qt zV}`C(q9gs3YYo7eB;dWrB@p(9B>~cpp|lCeaJenbq%n8UeQCjOWVHR%S^TI_!xSzX`c;p z=3s21?QqU|n?C5YP>J*{A1H0#oRZ*O`7osA;k}SN4fm$1V+P)K^WuSM>HxuSkEM=i zT2aCIzbovufZAtl19Zv1VcHhxV5MR^$B-&;qg|gid}iQxyNOP>Kt8wReM& zo={S|!rUXXIh;nk!sx+Uz|b`g%yM?3xIblnXM61{^GK--ne6g^1YLJw%HB6ScNfge zxF}h2ZHhzzL7zJ5k(=5$=LzBT)?4hVI7Uf9%nHc|THk)_>59tY!GnFP$W^1_W8qkD z#QkC{hXgR`qqrfPVXjzPo~tKH2XBkml--vl)57mt<=)v{-MKdMU%swElLB`aE_#pK zE~eBzN6n*z7PDfAE0_xA-V}DE;||5RiVHjO4FDlOhc_aF08>G=civ#^|L&R%Eoy^Wj`VmJ-yF|ESy4KEf)k$JF$ z2LG7JD|k>~x_IqfnAo=Kv=q-!BQ+`1Y|lHB8ZSzWMb607@`3SxGU}A5{FXoG#LQ^! z`^Eed2kuLqz`b?_K6CQ!JPUCNXrEY}xY^Piic8Tx%45rUPAAObI$hWpswNrBSIay| zFhe|MHr9>b`Pq0@cInq&EBvEko}zQ1=TM(3le>@{>-Wuj zk|sP7QM@sjFPgM+V|6Jv(0pg9JyqbdVj22mmUT;(WL&Cw+@;i&{ub^&6;tw3#?BS8 z#5u$zpi;X&DtxH0&x-a_NKw{#N`Nq!|8{&d;W)Vx=X=TzxszLF+uuNPO*{iL_Wl_h z4n5DOJ!>&=I#0T-B*L0Y&T8yDdCpEI!l@7H?5=)(R@i^4h-iROJ$Zgsu;zWJ@D!5M zxqc|8#%FCcO?*E4pT>W%{9$s`deahLgybE$v7$62sW7gToxQl<>p9a#bK34>f{%X8n>T&-V?u$<}y3Q)?Q|7s)Isyx0 z1$T(7k_@%iiLVlE)9bf$dn$XO*(q_ZC`2!I2q!NwM;AXO_=av2B7n%9-IXcnmbCpX zxu5+B(!$a9b6yUq9^d<8g?(KE@hY~KVQ1t*<36Iaxs9|5W%)I68L`|)d1FF)OX^jQ zVgMk0R@ZH{zak{m1dfjQO_KT1K(2-vL8eD zLLz{p?M|8-pRG)C_c0mn=4`G{%)ND={C;surNu*q)#UknjgJZn=q8lqFm{SJ=@r>W zAiA8HuN_PT{|Qj9>w&zKad>N!P$0a$7bY&Tuha#a)~Qv#Jl?~O7o7_3RA~}v0}Yn zF6&!!1nyAIwc@l$7(GVjPH^>@C*8SlE@W7RF#OE zIB!NmHSplz|LFa5BY9x7XJ)Ffk)r+{;w8V7!nS#1>*h@SP|7*q#Ry9?51f0ce;B>6 zIzfDx_370D0U*bKZ)_^5cn zVT==|)M+4neM`B7#+W&Hj!OAEoykX@?4q#(`cwJBAd=KBcIA*=v}?}$jG%SY>8Zkn z(7Z8JQ9GP#%d?1Nr?>%?CI4&UIK61{EmJuA!a~>7m&M})X&CIWrB$3i3e+6UJ?bCd z!I_EBXOH_mCrO+KI?j)uW_~N)9WDy)=#7f|)lXb?voK-XrcXoLcsr%sJ-N<0sh<7V zSV;8T`uMlp;@idfW@xM4>Sw)?2ah|c7(MRVHSFUWYv68fNmqSni8vpP8JbC>nhWR+ z*QPTl9LhH*3e~=O_c5}V=NN+54mP!KsRe9`<psNuw0_Coj= z#SwOFiG8tY9w(gWwp_Q7|KO*i=f5agEIfla={UPZQ<>H|44yrnD)3pM{Ey$RjTC%L zbkRlcAdhZ+Dhop)=mJ|(Ub*2I^sQbiEy`YauJHd`g=qyNc?Y{zOG1o|+@A72MzXT@ zw9fJ!J(>d*>5_6tZoZ?$3wEBwSzj40ybcNio3KyL7t?O5Tmlvs|7yzm;s>$iFtJPH zl=X$=c|JnBWBur;)86VdBkx_G`;QPq=ZgBB&}Q{=N6rl|CkO?(LwppeqyMEjDgd^l zGww|9hfH#&wZqRb4%SqsR$i0>PgOj)0%oA5ho9aYBY~pd__vtw(*Y78jVpU zzN3_@QDpp`Im{UB?#H%L5D}Vy#|rzbn66>%8XyHk_cEb<<>oZtInC1}C9aX6PCBez z*ts@=n4Y*rJbFs1@p|v8ZY}tyHNbGLmqo5u_g@!=YWQ5q+xBqD6u#YWNsy{2e)hO9 z-#LoHGw=tmib^ny+2e9S&`{5<=LXMrx9D|_;iJM+GyYg%|KS>6zlV{X!Nn=6X8pN! zYaV94<_6ST9TToy?{n+81823qR`_SdBkQ*?#|)8ae5r8Q)~r_FJpZg^Pd-#2nX=nF z=j|Hs=4tH`D_m?YIVXVMsg-iga@TBS8kn*QpDU4FsZJr4H zMz-=(Do+H+U%Pn@AJmbiBK7F5vtfT$zHpbh`Q-NM9KJAC1hsq4!|~MeczoaO9%H2D z5dUQArhZ6XIi-l~{B>u>-FeU1nQc7$rp3FUd$;d^ome+bWdqx?!DPO@avwkY_4NuV z87pof`H)*p**-wad@K!((^Cm+zO=D9gK=goWaDkQugncDvj~_EQ{T$vEjJQqPvunM z8Rk3pV@?RX3$rWaV)wh@{zJ7NEAI}pZbFo?$o}-T0-qJ^M8R7g(s&mvDLV_eZ^(pi z4rNYr<$U5U^t_sf&-}`>6uOd>XB6ekU2vUaDhRoJ(2R`v9(VJV`rEIHG2eqLFro@; z_vluBpQ}?kHV%Au6Ia%+W*v17s|D0Zyo=|G&ubKusrgE}8Kt;Gcfb`LkKE54x}VD# z4(X4(NKMobGi_9<8S`-RGoF?wf$g#R}oU96#jpo-hURBFN{kp^|4;rl^(&@W)hy zo1u3WM(+=dyL!KPb;g29CIZje0=~x0%UPJ;ONHU<8gYgi^16O(f5--X{+oq(z={tMDWQke&cnXepSeRM($)!#{-hyORw$0lP(8; z)}0uvIqF=4PmPy@%zK6GjdQ1U>2rI&R-78n@o)`(%vxrwa}s>pXs+Ji|KsfIlB`8? zCEs%uwFDt^!^r(_Y;GkX$z36!ru$*W?$>JaoC8ECT>f)&1CtOTE1gMNcg)M;&&(w?XGw*)6)O3zkEv_N)D9=i789MfwPAUM5}&DoiP=H5q|$c$Ka1 zF^eW{jv#0-$wx--92aBP$y0XwJy5wTfy*9UrDwv(?7t~O>qXwzV}(6DK~%90GFRs+ zSmNudYPGI^@vfd6D)_K#-SN?Da^~BLTlm;QX}6Raq|XHC0MK`j?8fn4f&Z<-xFy`sOXiYQf@%u!6g?oU+~)mb@Kjf2KBt#Z@4S_+XSI(Fq!I`~Tq!`}t$#aLLM z_G8UMM0wIHHwe9geKwJIKXL8Ga0iMziuAtzWyPWA49BNVDZ4PrZh5LOH3?{FPiQ0Y zRe|@4=-j6+c&$M&!j$+ot(;XGU1uY$Q(WF3Dx9w=EJpEVxpUtdG7&RiMvM$JJ1Osu zX<}t%ESTOMhcyObX3KE06J)L~-W^t=Ao1(--dncQNokufuF25``47PZnk!m*WR0B_ zC(iX0LhLSvie#}gSK{ojQ%T-f6<1-7@m~u|jfe9xH??gF_=jzsGF-tppF7Ww3eSx8 z#)dLtL%AygPmyg-dWRYnW8Xa(T5(zq2@s+KnG{k@8=^8Wzmx#`B$X zr`gHoe(Ul^y;i`>h6euN8;IqErM`hS_`%ZiQ3Ut1ap1>_^ZOc4Grlu-iH-#wqcW zGbzN$hPN$Vld%#noL<~R@^GN%?0Z-D{rO1w{*u`aIn6b`kuy-LGxBp>Edj(RZ!O;a z#&b;7qLGuYJv#ZiwY0s}Ne2(b>&tYWfd`XmPjbHKNsdqiWn-rmxMT|3#&zOOsT3cB z4#z7z$;RYjo>uFmh_hRA6yV!As@|yXSzc$nJ~c;U0I+LQM_EEm{fq}C8%o9vAe6Qc z=VgT2vN?=ST7rEZqMN6)DRu^;=dOPDA2A4;bmE#_su>Wt8APRf)vQ+W$fUQ7c}j&B zI@w1(IB|lSXUT6^d9O~p`tgvsRhexMibIBSo+_%#5hU-F%!8euyarU{E6MmN^BpRi zw6C~zUo3jdeo9*BIj00N*Yq%-7$V}2n;sFy*#G7!EB#n?2FaSX#4cKeX+=r!z>XM^ zj>zd@%-5!zfViAs(ns(`NM9K{8)V-n#SmKV%3&FZt}NG7lGmN99PgvAQkpVTegtUe zY-|qg>M)eEB&NytNf90=R*TC<`Pu7bKFQ6qIIM&_{E}yAO})INONvQnl0b648?JpH zC(HHiSQC_iYpvwK%_B2Ou^sgY{6JYquFmKt+1I|MnRwTV>T?<+q~?>i ztH48Xn0)Q#1+7!j`;p(LqIh@;xtGd=C2?3aFKKf2xs?Y{jW?ex4&vPXfJhS{|!98J8Xhw;TR%KP$ML5mP`(40Og(!oxBoveJW zmXT4QjnH?sJt@(oXX|zp}Zku5gHk zYacGXLnx=SHQ&$sVAqwaX{-WVQSBR!HYIjS?rD=%sxbebt|1k~9{j^6$V0@9IK4I1 z-d*oaET=CUxcEZFpDL8LG*x&r|M^Fe&+st{buG4jEd90LE9TQl98n(AI&)D*a(jNI z|1d_-(h{xBUW4V_9Lg@yt~hCU5sK9Ff#cyKqB>`B=xuT01xXP>7Ed{$(yEv}JAF@%1Er=lzqi``>wV%Lu2 zrZyp9?e5Ud(>HHEd9h(-Vjr~*-Eqm=$Md!231wS-;we52R>c z+S$hn|N1K_=J@z7*-Nf`7W!Cf7O10R}K(`z4VgQWJ#yKQ)(G$9Mo;2y&I!C+OYhT|Hf3e<1QnW)ZlV?8sO55%9q=Mb5}@%1QJ{$8Pgm z_G9b0E9oXgy>?64EuDCq6B2fjlw;m+DKF`w-_+Ufg1Al%`l^L8X>&obPZL`l_)1|7#dmIE}p;k8SN9ZeJDlc?~+bX%1dX+C(}iO*ze; zmaDU48(i3>+hlbqxnMoX*>b9-93xy!OH4Y8Ly^teJviCvt)kGcqhp_xRC6^Sqs9Hn zUc26_fAk0hNarY=%~F(w;q-N@zFRI}C9<^yb|RQEKUtETLuA7mnl?!+f2k5Tbw)&` zr^h9pDkf*r!-^YCeix4wY})ixG5DWyg$w6Pq#cqcqFj9*`9l!-jvFz zB7M}q8}V|j_HtQ8OJ<2{Y-vb|Jb3e#6Yd78m%>*C_6lp)knZUp9i6nUPZ=|~X~&9M zZ(c}nXU~l0~T!lA{5zTS3pOf^8Bl3pA_vbQk_0ssWs@-?sL!3{qtZp zVN~T2kLUaLkk+|Y_{*%FJQuq16VryP@o_yG<)77Kt~F@?P3gUDzN1dg==iAc&kD-G z?CU8i10o#B2aW(X4#}*-;#`fPB2GA4T7?hpxBu=T)ED~QT#`S(u}|*>x^n}n5N-vO zF85x+q|KwH-C*t6@MItNp3cKB$77^7d)y`OLbBrBOdRWv))}nT5;AYl)0($a!CQs4 z*7{cB_S?!+0r_nmGLZna(k)HC^rm>N2vX}Fe!lgQJ-2UBXB7-XP7Di*&G<|l%@Axp`t{^P(qXF7;`jZ zR|m0=p(vcIi}$6uUU@*#4DL4N@yIr22`1!RnHmW?2=sIp-8~*E9RKMWara&NvE_bi z6$~hTTj1X#r^LN4L~5-3s{)@D!t+!Gx9`b;a_174VqeMT;hy}UqK;DfVB-AF+Lh}; z%M*w|?doM1%nU?L-Y7?mVh=u7*vB>KF*QkrjAOLyrrtR4k$vr$PJEo%##0SWcB-z= zC3KpeATWo-b062aSmXokle0rthvc!*i7zqL!Y%vfNd54AI>D^2{gb5rz-ABCsxbem zK*gQtof8$f_h&u3<~Aq9(DQq#T7O$FWp&O5b84Ck>6u6fn4>&M@`$?2Nv< zcnfD@ff46~!4}irnpV^zZuZC3;=gr{j&KAWT)ZY$SrVpiaaf2`i-M@7%dAxVZR-Yf85D$)t7t(Nggkq9gFIZeK{%$~2VHg+Q)k_~e_ z^RK{ZGiVblU)Z=eKZC=h`-FW}*!MN|3ge1uf?e~(S(kM3jJqixsmHyV^HXra%F*ww zB0A|QYk+fC-YV?l8s~)3MPk~X)A1eUhy2RW0Nm-=6Mu8=6Bp#s%@3fj}MIo$VC z68X~lXGLL-zGs26{#I70%V-u2IVGVh+aMU*Lj?o5*$0JxioK+T-z(G7X9FEyr=&de zQ&MOAXNKKJ#eNOrioj5mad*_{`6tYW2OP%BK_-zuO+q6j*FCSi4LEks9aNx2JH67X zjS!y0AKqKOFW&qujm|(9;|_Efc|QYX?@(;&gHR{<^f`Eb8!i$-5RFm z7Aon4-JR?q;@qFURuCvHzJX5prdx*0!R++>)GWp9Sql{cv$fSyy)S^o&+Ak|X*SNG) zzQSfm>}Mf0?m3-3<_ulp(I0b`@AozA`>(uLxX6Ij&0=TWJXY9yh5eUn>=lBb$tLFN z9<{u(mU-P_-HU+P`Y0@Tb8Aek*GI+2HAunjib^Jn0L1_>o0+oyRbk&1bR^#H{&~(7 zM6^HiwDvnWk_US3z{LE!k$`gHJ$mP8mCUl%psVM+r}nL#HP|1iE2V(}P0&x)-B(5mZWq@2AEqIPLMA`Z4f6jna>i(q|u&1jtUQP0orz z^jcBsS_p4k+}5%)XigNHm;9+bHo|h$POD8LZzs+nqy4BxM_8`n17C;$hBGn|+{JO) zH)r%joYVVf<2%4q#R=Q9I4cw5Xu5fq6aWld1<{)S_3Hs54jx22pld12H_x#$xiFrh z{b}yOt{RA}l4(NIRw?f%3oy4h*^!eQ4)tRV9W`>odaJMk9c6Eb9SFtS;`7VBr-5ck zdBAD26L(TyKUdtl`ZydSBQ*O1Q-*{Y&>iTuFjA z{y@CcHtZ8Uy|g6;&Y##;TC{g}G2fBAogH?&uDE2@HxwVf@jv>U(0lG1BY9`y zA2Gpe^L>2B)2JI5vZ)lboip{zYy6-8SjJ&ZEin~Kwe-En{E zWR8y<*7Kv{wC`)&l7p8DOn3jPm+nXSX13{o&s6&ywmXBl&Z4*Mr+^jix3d2geq`3{ z^|iwOQ$_x#9LXtBX*Ch5^DH}qeoDGDqdgtkosKkZE=F!A%E?<=^UQDX_X>PgM5A%_ zz0$XIxj*dlZ0|lIX<~opAbc1QgRUu;+O96o7|6E=92;6s5Oz&-N6_Gb2Z^##W_;1H z`QVfmmq8^MuK#~bFwBMBeVd9x95F`K^Iu*x%~!mi){yhLVI4D4gdlUP<%C0bf8Dvx zso|8}qE1(D>E+sF{!tO1@eur!tZ12?ZjyV?StU+R6pe|%72Ux_09}M%fTx}$a==GrQEd?v&v}}FL`L9qqx3B(v`cvR#-9JBxR=M&A(T0kTb05 z#4A%L;IT`yZ2U&8bz4^-Bh_fS>iBIKdM{OcNxDNFv^&bceG@B5*rc@GU9 zdngO01d#HvDX6XlFMcG{ji0gf8%L&e>-@zzS<3KoI5tx&T;ke)s1&&^hzC8b<39i<1=gT zDB2A>*`T=ty;kTo5Tssog}+z7?&FMaSqiI*6-1R*pMxHdmR(!DgAYzeuB@!c_UZ4O z%h|NKok)h=S-XKx4$Dj}o-6FXRjf~ci0iDE&-Vl83hb~v&I;~XQcX0sxAMC90koWVx z#nhb1wrv*!Bv1Ug0`C*X?svd5g~&T6@5)G&HNE$CvZ$bdIL{@^b@F9F z&Kfz>k7inwE7~%-oV?{KxaYD#pPe&tY`$>oSC{AGXv{y})n6*?`x;*r5!!mmZz^vC zD!iqgO#^qxpj$etHzgOpQQa#%l_>?}@iidI>7y|bIJ-6igZ~O;QV=Hnxgfd7o%no(X->N70$^-%qrweDmx9b_cSS##l(6wX>-*Lt|RK<*g}~Hm3Q9 zwRz>@(juuojRWuHgcW{U*O0liew&GdW|VClZYR6Kj&sdlDsF5`HO=d30kM9M&iVyS z@SeDNnlkzP7qJ^!?u7MEqYiLV`HboFAV*7O{1POU?ybe^1KM8;pb zXP@$nDTZ=Mzg`MEmoC^dC!m&W%DyHXCJ$>~>#6W9W4NWfoTDZPjR)I&;ZoP=oylb4 z)EXKqxpRkN()o2+#hLdmSy_`($0T!ULW?b3BtnF@xk$J*$46J6nsPgl{;GRJ;m0&0 z7qs$wx#4U)wu3fHdV<>e!3=QhC$nw=!UDWw^^ks6b1u;4Z`pw%vtSY_P@(^31UA znStspJ@rAFeD3sJHmAi{wp%Ks%wGR?HQ^@{1Mwh+6wfPbzJFNDZK}hX@Ye&|a^d#O ze$rnR{vRrw5Z2jI*igYMExn^M%3dp+mo@4?>i59li_b3*&!fPI;%a{2y}MwQUQ|F% z1-uq+&iQ}H6{QdvX-0B~mE5K{?<-)U3aYctx7d9I3RU2aPc$Q-&H#Mo?cPwuEZ6mv zK%(>jxY`;7a(~f9SWuRF_m@vi_ms_Pf|oDcGcw_}CvAE%MBqEiHE$&OC_Y!1=%e_& zpHpHy^rxguLGpNpyjMvxd91k4xqAu#^7LA|#-550x<(|3;+VPTAv(Ie`P8t6#tVzs zvIYvt6HNN3ai!!X`Ie4-Yt7-qZ%VymcL>p(v()dCOMtR%iN*L{AqgME=tlD*xUSAW zCHLFapOidk~W(-pAugHj}vdE(8x<0?l#TEW$Ou--Yu zo$EfEnSux-I#l=Exl`TJbY){Qg##uY(mRABKsYt~pykxuKPvE9;T4B!>KJQ_|54xu zO;<9%k`MvGg7Xc`B*pTm;yEEXq;3xF>-dMJkoChpEy#dLFZ{WoG{k!|5S#4=Za*l#{0J!Qa7thg> zwfB^=`-nLfhqc=6OFC(u1GS2yRT#c1@LfS~a%YAA`)!@GuqKXxBs#XK#yY=9dTHy} zD2W7vCxTa6mODYtW4yd#6$Ak1a)>&iorOlMP@-wi$ zYDb@}W(CUlUtWwz4X@keqo{h1J^2fS7B>_wN^*iH6?~D|P3vE4+f(+JefGNaU0~Py zt1D6mezInRk@nsNr0?zx{!`DNz2s+m{~YO|>g7N+I4@N4Irw9s@wU8pD9VVq$UD7Q z;d1s6A6AB?WLll7`01qeJL3G^r{*Ld=MegBsXLtWo~Mlg>CKBY-gxPfOf-o!Z*WfQ zMCyRgA@gy)1;^%thVt(CgS|$kN?ZeV_-gYxd~s^(y&W053jzkEQ>p`ZN*&4f%Qm$! zG@bH-HQpzpV{?Z+P47v~VWNP@l=GEyHoHjJ%55V)UGrkh^dAtvuy?Qs-gq<@{jbCn zP$MzG=($S|bLf7Xb5qbn!dv3!eioBo>|#|KtI@AMCk*G7l7nsjxSo6|ITi3JIel2K z?q!nRKO<+NU>IMh!nS){^;XGV>4c3_XOKONPMaD_{;PtJnw~_m6o=mx_CH+1w4xds z&G$h12n-db6(ZDP-@x={;Iz(b^8Rs&htgcHJT+#5y3Xekx2&5xXfz!yRd!{@vWlQ$vxKyq&pGd@mbf;=BSq=vexO01lY zVjQ*W8qwGt-9On&6>ojUcO)4&QK#nF6@<&siy?uj*}D|A&)LShai`2__t|@pT!|G? z^kjw-?6f(hImj<3=nT2iDVKch>bnX&zwl4`S>65j zYsy{U)o+(~B&Ia`DS0x8{%|QYroA&eEKgdKhpN!muK~whzg6e<)S)*f%^N12RL{&P z)8~}7>7I!pSvKpwz#dqx%S@Eq#J%U=7V8(h;nqo<_1PSS#;lvTbCOD}>uK&{G{E(i z(v8A`ZOwr;3|8^;%I=FPB-gum~`o_?81muIn!qFT&xbrfn0(|r`b*2&1F=j3z9O{0#CXZAwsgb;NMVzUK2>Nue-v z1G5n|ao~3K$F;$KUG;>o75-TfY@;FR+j3W@KIxZP^3IW#X z8cZ?~&#sL@q^h+0tN7B+?)?~{eYILXR?zhR?B|!I(ZAB!_%Qe3ObBMW^)&hQ zs{Y6}r!K4I*tWz?4Reg>I#K7_qr#v6E!iEMZS0jTI8TZ&^mKop3Z=3klje=N^Ebmm zVm}WanRrS-O*RxT@g44q-g6*jk4_c#eGU7lu&>WyX(`*03DmmI=jN6{l?*fQjEG2E z55Js;e4ub^GzHXEDeN^BjWqd92aK2!YZhnbUDlm@t!V#g`KISdju?-LShvJlLE_`iaGbHDGa|i)F>qPmsJ<+kAS#%YaTT>frs@rnCL@JkJ(yZsGrWk6< z$5@AGUU}<~ranliOKrX%Xy7nyD$WEGN10`^yT3eFV7-r&tw2|e}eH2<%6W*(L zC{FHkwLV^h%BCH~G$+y3i(uy%RsWISnB584lZk$jOZ8DsoZg5>^T{J(5+HXEQ4JVbr0!mw-dHyq&hO!M z6I7;#CuizTfNW1G%(52x@35Q7S~yk+>z7?;r}YD(CPg8NZgZMRaTP$bwL>PWsa)F6 z*+-iEm!HyWg(cIiG0Tye!W4m8>@ZHYmci;gH}&c#v>VS;qwiXCBj+au)FAKvYL8RZ zx^p+yA()*>A1gku!FrGO?u+B&(H*%mY$N=&lZ!F?YnLXmCy&|-bLVbgJd+eN1=RZ) z2tRAX4&03T&vfJG4p|@gc$Zi*?NA;vT0qhsC>P0Rx_ha-H}oLmLC)h-c#P`3dq(-4Zqu-d&2k@z)D;Ok$)eF;MF|%z8pD z`(2Qm1@%GL`s6;<$o^V#R~{;=YqIVh<*ZBE&iklON{M}X;)53x!9OZyH(+0*!|70PJl8Q<;h-W4)a1wY8%RL@q-@{T!Dl+jNo z9{khVLdzMj3I1{E6ma4e2Mr1F?)Q9;BT3=+a~i&*-7&?B0nm9DnMYPRMZ14cX}mqB zuG$w;zmBhp8!CBlo3~=PV_-57ug~qh0+R>xRWXpH19qLOujLe#Wb{^%86n*fgBXa| zdKl)y-Cy?@@Iu?3G4Bpk#g=pPonz#B_6TBd=b%|jLjq^k%M=i$z1M5NiyPSelPv-l zoM$-Ovwm~oU=_MF@EjpiVzkMs7plM{#pZ76v04rYi4{8?J5qC$LZ)(PY;pt@x3$HU zJx9k!D+I0kq4+{+m%clCMvI!%cjYwgKra>1HC}}ECBkZ(qmFc2nN>0~cB>*nZFUY? zX4zz{C|=%uY*`dXt$&Rv`{)XYB9pdhr07i_D_mq05EaE@r=uu&^BPp?rOugLgs)2~ z4?DKiSqzjecMVK8m;AZ80`^`(CvogaM(i7SFiM;2Uf1tCejB?KsVQn+H?6D)5%8!agRy=I*x{0KTlL9ch9%$%c zPEB!#xOzc+&z-QX2RE(1uGkH;CsXF$8|hv*|76>JoL!x4DDlF5fA=flArKPp3V)L| zxg0S2sldrGMX~Y2GOL91Jz4@gRZxf0KS%P{@m?W&!y!+yZ;5OV75J{mDPT)QuuL+# zLF?ZsHS}b5*h__dS4>>%-+HiqKy)H+y_9crWT(_Wl)9znriD3@%%UaIpAR_h+CI8( zU@Dig*Kl@`xIjL6j_NHR+zMnY%-&(>=$HCRriQou$Ufog1xd~o=YP2dte>;3ls8Tl z&2@GaRByR+SVI*r**@yDxSU%Y4+^S(myN$kfJ+zLp7nKF^RyxmpKoh!IKkIG1(P<` zHuWq{kK}~nuQGk95H{wmJ5^@H=GUn`QMs83wN3P5ukma zQe`buGLK!wY2~)|USXftkXZq{@6+lK88VISLMvTm*v%DQvnf-okKZVmZ^;|ENxwVz zdrpZrmw=-dh;~-r_}ZrHY4fN1Ta-Z)8dK$?OLm+m_sc}}jGp%@YvCFso~l|LD}p#R zs*N3{`Z@m9^WT4Bu{=6sCO!V)1hb440Uo_nRL54jg6dFCt9`%uvYfu1Yg z6cDR|jL$pbjCA161Qk4Si;LCwyR9ENo!$J#%Y&%CJ9dZV!1-gsE8RuHkm)9V|E7|L zB-!ZgOeoWpN@Zeh&s73-L0OCuR#nL4PT2c(BnlS-hpTzYB0VAdZhF-@k$E{Aa)mn; zQjf?(1*=*gDx5eq)^auOdy5KP^;rSI_lb4UtZ4W53OZ?#vtUceWgNHXdsO%hFjD%UxZJH!lB2Xn*D7T>Qz&brzI&^4rxdnx=-{ zJ3yu@0k#lw1z{g|_TWMf9oDia1jYAtng@@_>9j^`kdv>|rml57dARqywYg)vXL~=G zD(tgDu2B;pp1hYQb$1w=({2#_F>I;j=xmo_V-u7YxWh52e9tqHt1)BQN-50jm!=0Y zN)LOjI6tm&e*cy8KYWgK@itAC3{_eYP?^7;=>X+a(r0{Y$Qd408y7CeGR{8m*w*Ac zCHc;zzS1d=Q_SSuPas!#((Z>pDG$CX-mlR-?p){D&>XzJn=VhLkZ)g{3uqe}2tRDf zj4ehtY-7qM$Eqde(d;B#{*(~`Wr!H44?2VwY|0A`GE4g|?(D|*UI8QVaoeMYJ^Pq) zHS)nf8(Z!)cCSRF3Y|^e5*>ZLR8CAt?bq*bghM$Kf24i z6~ftU>sWkSXY6jzjtlAXlxRSA|9MRE5 zFq2VFNE{oGYeFoBKintG6__eauK|)*9#zPv&qSS$&b3DJ$DmLzx>pwR zZ5R_!7iY7$_+90jXmNyfzEy0lv!ZPC2ajDtAx5q)+z(&XJfD+-x-toXV{ynyNkT+&Af^RA1-{x@eOu`^zt0#aWdCvOOayWWSs9qN zd6$NA8s#v2bWb-yty|8SXVSO-PZh=$B}&_LugRt?Gp)G-pB0O$ymL2TuKtC}E$&W7 z|D_`QKjiFjdv#UH-PJv*OY_dV<Rewxf-vS{ybr5UqsZiPbN zW26N2@Hw%z;?^WlM9qA@rMbGT%-CTE%EZ2Po@*ZNMw*eg3a7c4rkE{sf}Iz9=!2Fw zgAG14j&!et3tl``6odJp;!kh&UO|%pac>AVl=EZQ)nGYo^4ALgtRN+Z=A9(|!ESsu zdWEl}@SxL5mCZdcJNkWb6TW47n5p8>-9%Zhr}?-Wq$R%0b{2tpLbfj0NoN6Wdx%-i z{15n$H2|l1_TU80Y4Vl{WbNe1-VBMb{tn#0+k#+l=J3chZ#1P-d=OZfCMxl<@@Nb*cTMkT z>L*}#74AQMm*uhjm^;>I9 zBF@)E>@evZF;!^ynZcr)OHod}{vNVJ*AHQ1v(o^&izWz#8?sv0v(8B*Ed_Bg?VF+S zSYaR6u+P7uiH~{~``c+liP4zlk+yz2wMvSrH}0ry8VN$b*sIg0{FlEG9yBKaKCoT> zcw5w37)9 zxq@+ZR_9!O!P9%* zYkgZFr=k!~CU&vrRpWWe^{nhgG(&moP#l}g?D zQp$vUt@zWOU}xM3&+(~(v~$ERy_i!&0fmw}Ox{rLUlsPBDneJIT~1-+c(1_BcDXyO zdlv15l$+*wyUdZTWndO(lQ`dx6_Dm(u6V!3bAC2y&7G_&CMH5{Fv5f^&kU1LP+|{y zxB>fWw~mJNVoNQLj!N~}>3aWFQJaSsj_cTzTsvAEX}^`$DgF+^{USB`0a*(v@6}^< z*p%eeIsRI6M(34(DKXkaqMV-HN0(KAoP9>OSE;b~YY?Y2v)#@D*8(-gco2!Qyqn^S`_lBSXJLwwLudhu5fZ|-cM}=qtT+{aI_aGjU|6`3b z@za88rV33F87l_8m{g2tc{95GQDt-AxkYG8ID`6iTIo=0 zA!E|Sat%k&A&JDvU+U6~L#rf#zugo`^?G75VQJ})Hm&A;U(d+DR*naHSUs4bx?Ij& zb>fmJc~ZkJ*w&)#r^55dAA~%2~uORd#vF3 ztE;c+EQZ0M>>%#BoC%E+rO9DA6-Mpk$vIZVL9~CY5p#ZuO!Zhn)^ZOOX-~(zoL_5s zz`@FD_kxkdTa6o;$VrrB$E;)HN%yT1cMrI+|Rb0(+(V+Xs3in?=r zTKgp&M!B??suygZoNdb3^9*F7Imi?Pz*&25$_^`~FyGm}ew=?=9vl2&)=4Bh{slE@ zD4cq^x~woE+#&`u2vbU@XV*+}hpL~@PJAxulzd-khJ#U+M(F5t(t1~uYMRM&#hc#r zui@C zD6F>uqfegKB*2Ty$R4V2qyAL7izDc^l^Gk*&ebpj7k>xniLbtGxXxb8ajsDE)mxrp zf65H^*NXGA0!-S(<{U@r+UJTK;JsWUk|l=~COCPhnJ$0Q#V;kTmulZgH?Jf{)l`-ahH; z#*TgvKCUF?W#=n>Ap});s~E0fpA~YAj1;}Kv#tuv+Zo;cAz|v?BLBsdJ}PQL*nF+i zm)5OL(M{8wZUr{X3jX!LKc$z-Bs7c@tIrCebVE+_Zt~t9){ol^6N_amNoVUW?$G0-h)gWYI!}-}q0DB5Rd8b3R zF=47Chs1X`i=&h&U^krR$^$EX6g^{5Ecnm+7hs~IQgBiQ;75g=K#QQ@$ zd)epWWnf2gds{6r<-Y`fj3yRf)*gBM8!L6%x}L0?n&BLcgO=R$G=H7gP>ZTM?G5QW znz^DqQ@C)4g|cjJNyS3?uCR}a`+-#*@IjxICe3X&Z#ngn@!O?2R(~l(kbw35RDj0E zZC(U_zW79@)2tFC&!EM)vu?hAkMx1x-3g`JBFFl2o3}b=52>=1%M(-4hYCincv6)A z9Ld(5F=IPhf29#%NX&_^b(sx$;xui#w)A5ppAKIY_^dDrFZHhD3%_wMg-lE8b=f@z z*Ohd$sCg63qVwLy`mLDsL6{?9C{GpkRbijkAZ0SHMKheaLY(x}?~~RsyjBoH#F@p&jF|!u&RLsaGMg9Qz)}p6>`YSaS&`~TcZw&* zu2Wd}=6)O6*==1zQ+G_JZ!Z-RsDtLrQK#t2 zN%SXObW0GbcFZ4A%%lSUTZL&wzH-Fv`7KaH`;YEF7OY=~Z5X{WLyJ|wu3oO0ZLSDw zVo;!jsYCqOWcIq=>nXj1nABd%iaF`ZefJ8l&r!_bErm$196vTxq5M!leR4-g(s{w_ z(M7*=o4cvEXWc8;T%XfR-fS$7%smY$6jYuZR?Hk$4EP7RG*iERBa3JA%pk-_@%4*N zNnvJo^fMu4rPb8DJ*Vrm2Jwinp+kutckFU1XT)cJ%W_IXF5CU2mE6Dw4^{Z$o_mTC z_rKzdz@HE9bFA`hZm)ZeW@F5p;mTtgaws@1vrE^n{yY4pPpm9o(WJHV|Jv-a>n(fI zG!@eG&8C>Uo)S?Ev%Xr^+%z8Q#k)YyHRnWFdV&sW7V8Pxdphbr$i6{c&U%t!o0|Jl z>E*nqO*Nb_dJvg*O#B2!P2!Sr-P1QtFdQpj9~C#w{&9_nLhha_gu?BbqDvi8>*j0T zNhM6JVdm&sUD(!;32Nm|GQy#nR3sx$Fom-6iw z#%}4e9S<{4uZ*(d89=fH6S>MnM?YEyx2f-jo{{4W*CdT&~HuTC&1`z$a5B?OrIgYg2;m zGrs?8sW0Iwh|kp_Nj1VkazT2xZXDq%np>0)scv#at{x`;`3L#j|G^7*P;svF+%^+; zUDusDgI_&)mRxOMCM^%S{W6IC=;yT$A8!B(a+1Jx^bp~aS zDraQzVl0yL&|8)Ul(Pj{$wl7jkg2GpyVy&Hopiz0y5O9=U;#&6xJHQ4FpNo`FFh;sB(PR*q*%}YTg9#sX@39HkabH1*ktkTcp;3{((F6OC~<9g zwVxPHe5F?(oLXt7H8Hzn_6mRSf%l%MB)O4@kel}uM03uu+I?9d{n&;D=UIT#_F95r z+)GOAd#b3^zvl{h8CV|$cmAZurRN5db3=W6Ndd5({d1E0%jD%MX<4ZymSkG&`PmLp z9tayMZSd&ii8kYNB-5VT5A4nyk7_Wgu#XDQW25(JHE5sf$=1|rho2Hm-3c%4`O`ny zo*b6zT-mzu=wSV}&h2kDc(Tf9_&<8UNk0E;g*Xe&6<^nAsJ@N4Z^@t&hvo8QD!OLh zJ*>Rbv1v6fn&62Sw9DQAANoQQ_m?xCAlTsD5tD$-)6%!Halgz;=}GRlqOC5b+tv9W zG#QZ!`>c>_v^UECX~W3#2V}K~J||o(#yAiCyPeG*5fzJ|%#1TK4*lGmp^0W=RIOn-E2rE1mgXMOZ4K#AUb>UF3eSnv zV+AVI@3E6+lF_WQNXL}M4s&?pDK#x%u)>3v(>O*~nz;R}z2>;AKOe02d9PTH(p$xS zynU~*fjvlSV|-RPDo|@ullo8g8JDg>R>|jNp(>tCi5EhqJXd2xu&4d_&fUJ}&W^%; z2g1TXye1uJ{`@zR=M~GtssUyqtfl}1FBsxn3&lTBj%~&2+`RUD%N13|T{$lC3c@(9 zms>$ub2PTxn(~00Icj>JGjUOppT}z!#d8IVypN}}iuVdA{YeuIP|CK~3QK|^n&us- zjP{R;MN>d$Aj0v+>a1iIuraC4`C`tE0Xvgc5`5?^8cV*gPqKS_Sfz^ZuuUWTbfsl1 zgA&D;w`Q+$2BO)kQxqD6m&0tAIGgs&wsQ4yG7i=B zQh!VRTZgr?d%6u3KCS!*9bZESd^Dz81}sW?sbtqi#*i?X9x6hXa{rkN`_zlt;<6M*#w>ZDo#)oi$owGmbcX#IJO5Pi=V!%ujmXeg9y9Rbp6iV7 zk4NvuYri_RqLi`Lry5sUREe77sRBAq7%M)mQEsm$8k#!aI_#^$zOV6FVP+33lN)5^ zj8r+B23qbv1X|ZD=_tS%(|C%U`>OZjKA34zsq*FyZ$5-jH}PWHdp{M#8|5JH^!xmBS@%xApCC`t#1qGPxfDHgeR_Ifhj#bM zdiKF_={BQvV@3O42O&xwI5C-CD%M-yQtf3oHO`&Y3@Q{$KG;0M?qIAhjjtP~r zr&DVl7`J4FWSLY)FZs7t6A6lbZc`pN%?a?WGq^kHI-E96Ua%=qN#9Qu_Elk@*KlU+ zwsR$MH{gwNcjT$DO{_X64-VB5Q{Jnl5aFxB_X=wj44!X3-^=5!bU2y}S1f|}id=-A zDgtb~T5nm%1b15~*V#P2#z||_HD3Aeb&ZaY1Ua4^K_4rOJCwNs-+yJhhDim6YkXIH z{}riV>S)iQG2{ujdI5BOl>byDmy3UpA-nN}zjSZNQNR!6=y^$oj8oD?Dj*fkES zlHAXY||N&gLTcOa^PYBdn66`Zt%&#b zxx(3~SMN)zIedRU(j_s{0#D?_3&f!`84l;_CGn#-m>D$Pss#gZ8$$P z5q4L%oco&0+LeFj;FXi;-j!UI5wDc=O%sVjR9I^Z+P(F~(;hzP#cHN?WBQj)XY1y1 zUXsjTvT38K*MKMIdCo^a>0ru|F*;P0mdvhv3RT}wD!qD=A1m^0c&b=mYj?z`^wMmE z9DTM{-*(g#-REq$aB1_Dbd*LjCTBRTA$imXd7x{3UP-K9$2Muc66_HcbghL)&se5J zdPWsM?7_hw20U4HepQRL2X>w$>q+h|k_U@g#jl=O4@*YX?z~W{65{-uvIi?qYpLV5 z#9)Nx9oc`ls#|jXu>Vrw$He`z##6cjt+=OS4@9@k(N8@PNm)Tt(UW*6Wh3C~b7hiw z0O`i9bV=$aF7CHpE_k;280COQx?oovH?VOvi#|47>g2Q7Q-zA-G*C|kyVeVlT zS&PpVV#r5Kd-Pvj@xs6nky%H((~;8-lRpbU}a@A0$R zu{Ld@7lOSR9B7%-#d7rl>2*#Hv~5;UnbXAlYuRA+zPx3(P)CpQY3Dr(P%PN3v(sNH z+BMvQsUqxS*9@7V$Bpsg&9t}XVU}YLZ+_#}6jZFi`!_4?J_GK$BxUaOM9051=;UR4 z>ZMNms<7`0**>2B%6o-t)F!9y?0WU)b9J9R-ZJc*W}a@9S=hWO7lWwW=Tu*5gTC^3 zWMs|^kz#jj>{8`_RLYFH0i(~fCg)mDj?q_zyQME&=N9Lz03N*0&g??YO%LnI8=h%M zVpkaW)|J2%vNuHe1nvEu6* zp8OBAb=|`~3U$)DCf}a&Hf?DHk<#r&@93T?PVSYkjTstScKG#Gi=qrwNCykXF0M?E z_yPOFVB;$6p2O5TMAzq_r^PpBSDTFJsWHw#yzQSmhxL5QUeF5rFBQc$-Z)0g?83$_ z^++u*{=e|p)*zI3Q#~Uu4OM2QH1wS4KkQ*vPvOB&q0YpAooC{XzVhd@PO1`S%b94b z@_fdMA?8V6I(vP5=Wd4T+k5+0@%rxD`Ssoo6*@~gJBOs6Q{vQY$b>fyFKCjezUP$d zS@$5!jRalme zT$8K$V$O%l*?PDSpIy#)@9S=BYc@Y-3g7RXFWu`~#Z5zft%#?*`+u+pz*j}0EQ7z4 zrS7%%+acSSCW*|Jy9ocF@E^S|OR&Jmm2doyLas0=b?WSq)BBcpV&tSp53=_?ihVb* zW&4POZgMfW=TDS&J?w3ElD|6S-gnmor2ckDQH3dowdF`yf>BP)zo!a(Rs?sW=Mt0S zlExFtBw$aJHop5j^W6JnP0T4+3UgWog!idl&^%Y~4$F0V1!MGmhO;XCKUGvSt`0-> zW>@~)00%+%zLs}_I`Li1=q3kUgg&Y(rwh9JssB^+=FRm~(EXG?E94qr1VM1zJV)WH z0#k*_HI#o!9X(XX7u|%n@tmH%`0Fk-li_qyZyWkF0pZk&wK+`c z>ozA8A0s4&;-bORUW%|Sl)4}@>>&K0)Rl05N}mHC6^M7gE2x;SoxD%=EncaRc+6?W zde+6ebgW?R=+=+j31lcSu{G{SXjUgA@5o=3GpN)}+y%L^2Zf!SqF*Z*L%B5JftaDN z?v9)}O+VEoK2_jP2Hmsqt_Ledpgbb zY44n#=0!B{+r9R@JNi9T?AI`^fGGU0X)@x47rJ+?IV=5SbvSampLk(cl*MksOlqk( zxI&&W)mZ&Kgit=NZRyxOg9=@pUm0bo;P&Qmrv|PZ%g0DPCVBVOvUy{^5-E#_Y`?HgO4P6e+O+0wmUW2?}K zX3>*7oAUk=>k0DiheFx4C5-i^ILu^PqBuWP$iQ2s_ilNOI}xS3-#V>QUlrsYwWBPz z$8K$=u3VPtPb=P~GiHe6Y|?!mDM^g87;d$(dSqt4=|kr9Vh%&tP>?k!{S2Tz{zJv* zH9*je&pBszx8<~}AAG_or;_pRvumXLj?=lkw@@Z^K&)#$of8a0gZK9}gX`qYbGUh@ z+s+*J(wbkJ3*PFoUNxG3^p2cH_KXmS>Ulb=*GY@^Tj>iuV1#6;9h+{gIoBS_hq08S zoV2dD1jE|JtY=uBZ`%on+}4nO7dundd_vILuYRs>Ys~b!|MB0hPpK?> z7R8w}oWj6SlXvQhedg&x)^Wc-d^WcMh?_kcdX#+wi(^SUIDU&qR9skI3dF z(`u~$&R$mjEyb+-F3c%Oz#HqA-YBG2L)6z`mh0aM%F(mZmj8$I2 z=eHf1vV}P!5*~hg=lG(q^P4wPnbJzqSpNfJGgV-V)k+fRtemqAgC%u-j3c4EzS^@_ALN^oE4&9e@l#I)!FBTo);=`<(o$>#@sQkf?3oUl+y=(4nP(4ZP`(E`R~HB$hd`a)sd9Nv`m|LzUy z%Yq$2^HjD$E6}u&F~QS)4z~HgABtQ#oUw~NgBw=($KbCWAGIsWh6)CUT>LJ$FZ6o$ z&$f#twiUhh^^~CeSy7)YJP|HEB~`c}1gR;O35`w#KP5hle^vNL1J2EY+^Bn*0 z8kLDr_At$LB?Lg}=6U0g$FLJd2k^V7L-21w}GeLk3Rw^bZlg|#Gs>~hXCNZLQvosXw$^bW6;xMqk)TO4(!(7)Q`TKlcf3Di_jic~;ArP;(!9gTPU&jz zzJuBNEj43c>pxZCvx3H*jjs)w^3*oYtCS-ryq>)0nZpX1yt^=FJX8PrI!4TLG|sp1 zEmvZnl|_xBP7BHNp8&p19Jx}nuj(haraYk4;l08?D++h8iCwx_1a*=ZD3#U6K4eiSpR&>HqWlC+h_;IyS z?C2MzL|AhP$Oe^s&!I_1*^NWg=-1q@4?MPeUC$gEH=EBM-Q^v7vI4B(W7hC7_sTe2 z*vwNx4BjhZm~(%>-7QHORqhQx1?(-=-ZN`p@cgUA&XK;>J#~j!onB-(Q5z$a!sT!% ze?_M&PQxLYCU|9E+pb5p%o(X6j-CnQeU|PMs-L@mvLBx+_(%N#@KMpi!=}Gt|I_D? zisnj;oy(%8#19qrUSXftc+5E5&bNF1+!>QIo2D9D9$&4N&BZEtuzwy^o13RFBHkoGeB07kscUt9mUF<^5;}B219{400~@MZ2Y*Q~&0N5>Txv3H zF}uQ-7U8?$0}EOe{^IAjR!ezt#qWYryWT5K`@RM*AP*H}N53ij{a#Of)D+bo<^ECO z{-8^$3i}V&c(3rpg8M9~^K!2ByUdQUz@QrN%Coq+D#yV4jNDn5(`fhIaKVGH^{1LW zxo2|aTIgGaeOB~q1bU<@isC3fAOevhg6v?A=4+jdV)BP!m!hJvrN*jbupOnX8{s31 zU|?hankmn*xC#CI;%&Ne{+<&;V*Gd5o8gwVkQb5+N}-alny^Ln>^z#?h{krlL<3_Hm6DpDPfP$u~UciZu!905LlaF#A|| zO0rtk)XRrXS~cD-EF=#$_OvF4RYkcY|0;$;C*Vp#+gB;?tY6j8)T}W-1#6oQN|+)? zE=*~^Uh0;|iZ*JL{5fZ@-w=mR93$S=B_%UDSZ8m!o>pPRw$*d?aWu9qu_@JGJ5^X@ zQD*9K7w7Cu7x!cCwuo~z>Iqps2kS}Sl3FhO(@R!u>3h|?G&OknT@HvBLH3qjyw9#V zBj(@Ldj4_;f+QHq+u-a%6OV)>O@Qa>Zxxs-tY72Kkq|~z;)VW01`^VJqMk9CMzK## z_CW~F%;0j?5LWCbi%7YXbz2w_E+?F;=@ug~k@ZhlH0-Nnpgy30v395MzbCKDE4 zs+cN0;}DrY_vo#^F%g=#Eqo;hmUp_U24Z3VSv%g~2r4sAf8blLPwFVfuK3gtA7)$E z(;t)=?#s3Mchdn&PBVOPSC?mx2`J? zz9rc8P3Op7h-ur^Z81Yf-@w1m3DRhGM+{#1%iv8^;K)9R8^h%ECavBBA4|7J)fCm9 zUDMg-w20*qQQz(oC5FQ_FRA-(Y(30hd*!=JktiT|W|7Qt6&_>GPv96l{|O6 z|EAGf`qL*>7rX_d54cpJUr2$rbw#RC%FJ_x%Wf*~oI`X4&lUbz!Rw7^&cHss`}=a_ zz{%Nv407I2M`1xR-NxC8E%$a)Z9+NLrv+F~+pGMS>VkT9?S1wj$e?>Olq;aqd~V8W zMK-zp#7BuJB|9NJ*{vlPzgF1yHQp_^4mcTqZ=zfQ?* z(0d?L?kF7_lBl#!aUkdXJ;i;YELI4~hUK)ZR_C2?&CW7;0~oxJ)_bYR3TH!Uw=UDS~mavVV>cn*i^2(nhQ__Xzu^&Bbz`b5@loV;7Y_w^&&n+lnsuWX8kbLUStPVXCmN z3j4f<4o>YM=j`iqoZp}0^RMimv~-@QvR#_m`0ws>YM1rN872-|e{VAt;k{z~JzB+5 z0IN1318$xjL6?Moo%cOudH#f5^yz)Rm-sjnp36nkYPsa>Ymm;O4i*nd6OW8La^vgV z^R5>IFMr~*iE?>|_P7g$O9ZXZR9H{hb*Mj#+n~-zX`1)^?CMZ_N6?}X^u<^ zVNRN;N|pkmPz8P)4#F*ghgB*bvgmO)?{vx-f_+uk_cgvMDtvv%*mA0I(kmp0z{&mC zYefYETF=CAFze>pnQoa`@1GU&ALi7YeU*ZE5V4m$4J7njnf-_RYen**FZDvo|6S+8 zHJ#`A=%v;w$WMuJ7?2OEdq))G|HgLG$}Z>1Wt>o!_Evg$Q%cA7(4nNA!N$m3>qk86 zjVTMpl+t0@H^=&Wg<-dO=1kB`D+0x}+X}1e=Be`An1AIS6>G@VGM0UJOp)}#S{-uc ziDTrCm51u?km`vR$CFA9G9XuC=Qvkhabf%WvV2*(djkr#K8n$u$vvm=*dCHtL#gAw zaTFmryd8nJeG>3k@gJ@+JLfOHgRhjCFz0(>L4!Kd=5m&bR74BWyI{(0xrCj5By~d= zBG|d3iSvI{d|snPunXr3*b@xJug^W5Yvb&Jk%8zm(*pDQ)|2&v1eIKR2R@0%dyBrS zOPV}l4(e^T=9Ex3Xhw8uE-*8U*l!m!}$=s`a8A38xIIU2&M& z72i@2EkB2#=Y%`B3v%UqQeNKd(lyF_KiP6HRmjM67MYD6ooPp$QBEam2CRHK2+!d5 zyKrnAH14DqpOh8c!DW%Dmp4YHY9yMzl2ij_Y~7|j>%XC1O24faV&sd4ZF`D{)x;`) z=*z`tlb-eW3ZxLOWr7BZ&kXlA!&&neXTHNV^bRc&Lwt;Exr&lAgV#=2TUy8yee8h=A)a%$2FP{$^2KoKF8-Z#*B70A&ND5(naU~ zlDn94ozlm-+@jkgvD~6Pxq&v!lH3}C77ihY_G2FV%JGqL+@s=t`)Tc(vNx08bMBui&`Af@kyjC#u!~HrTMlOb1n*HREv@Fq!HGXpa&zQxyL>!VguV)XL zG-Km^rg{VAV)at7I)F>ODXZP$skvn8K+@%yOTD|B-gjk6b6q?V(na^lYUI6^cj;pV zJ}YeEII|YeN~H%Ib!)+a9@K)Kon!E&0NcGgs{1^o`_y~utE=p~HAxY{KA$UQSCy+q zGr$e}h&=nDqRt4r2lIJ%!5n47$qF>l^p6U!VlxFhqtc&OsO_`Dy3Km~`@VfDJ2HH-Z*Ys_hzk@S##~!#WR=J|6)vuq${@D7n zYc+xp`kebVxQpGC`^I!b=4r*WntCaIPDzS!?&(m%lDDQAK|3Qi-skF&vg0^3n2+z(tCxyR@mn?YV6VcPvfT~2Rqk(Ea2YMi#_-%&|7&)j#c8Px_+E| zU(R#jeu0%b9;R(SvEem8rTpQM&QFR;9^^UfpB3?I{4TEO&X*FkkDS%TE&8Xu4HfH+O4+!QN#A4~m%QgnDq&hKlS9~F16{gC8*;||f%ZIfn4!;_yY{JUaOJ(v6mk_(8I3n+eDZMyPXE$R;) z)z?KNWCX;iF+LR-yWtQG3Dz=~tXyb1a&;vl=#e?S z`;XBX$mG=1(mP6RoZ{i0H;?)&-E$|#Pwl;(-hIolX#d4lZqSclJx#+KX*V)!lv4rg z_|At^>a+0V^?V%7J=;R(xp%=Acyi`O3p4HN*iUQ!_i;v*@A+B5Wc;Z@W?ExKrIK#5 z=$i1Jgu?PQP9qjU$LX%zA5@nlr|6oA-z)AR)3>TgSB=fzlBU%zFC{zJh4+tZ=g5pZ zl=}-_EBv#<6qxenuN}F>c~Ur(`Ioas#NnfHS&TDuTbENJ8>kBndj3mhF8%G24%;24 zi^Uix&w-ayQ)Iy$%Pi|>VFT&}PV*OwiNr^Ry;d0hr@z9$wYVeO?2gP0J82U_`^kAY z>^pjhIv>ncz{4!bF#0m;fgte*x1TaTUT@^{flz)e(Pc89eMPH z^BIPiC zv@Z!Ut4%*ep}TQu>At*H*ylA&XLx+hu1SDn`%P<{_!B;Q+Ob`AX8Vbb|D_^9xaSJ{ zyhbdB-K80vmWA}HKtFrL)cmzV93V{b!eWO#pv9TogN!JXRJZb^wnuldGoI5aEB?yh z1Xgeh+C!WPdG{$(m^ntZ!R$K_YFAgT&&jx#2L)nzK@s_%HedVs8a#&$VbIEt|Stl zvGH|EN|Q$>3i9MbG6?*J>wR%DTQG2c^r! zd-BL!{T6xd@Oi(0e#(8jS`JO2_&&_|4m$9cpMiMW9!1L{r$yaOKPu!JK|3ruVNE_I-`_iq;s2uJNq?^s8dfc}hj8^l0V()hQr6 z-?}G;+2cxgn&dU!mYi)JBZr~IplO=Km86)uBvU17ZWsmtn} z5Jn2`4~wk%7YD;g~cZ5=xc=fC

S-c$<^!7={Moeulg{~M)hYcL^f}!bcTW{-6*!Ka??9Z15aG=oEa;&%o${;|cg~8h1on>f zvK|ODuY9lY&x(9LuFgXt{uoHc>59_U)XRsA)bi-oC8p;4#Qs4sBshD4eH26YstMcW zzzz07lH_xmdTktmJl-~kRG{THA^T)&EF=y|eb1Zsn&6?WmPU>T0uXWrSR;iSoyG(f~lRWv!KCo?(sTuoREKW&YNmm>D2YvS1-GL%(VtG{rX>D>8 z&UgRnX^iElquZ(6eGi@I-^*|To6a-$sIli?tF~&*2hIB*zFz4+eHRO~$K@H4cWzIV zX8vh8Q8=OJXj~SPr0=6S#JqqObQ9MakBl%_Vm^`c|SL ztlbSby?-RlB%Et2F$cDD6ivM48seN-U#wz>we-^D!o7U1DRGRH1o{+ ze6GNE1#{uLpTWWmd`7=gg;o9^`x=zmS$7{b-qK5*x{L8dik}bT^|U)s#W~>e*$o(9 z6?m_3=*VA{prN5boqBxVvo!_amr|ImP+Ct<$Tpkj42XCwkH&WxT+Ys2El9HyK_;LG z{CkDoC{&6&qk;7wRxO@!z9qMU=AX_NzWdKvX6cDwU$Xy1Q&BIk0Mu3 zn&!Ye*>kx2o`XEyhMqt0JMYtbfAGmGuivg+K}&MxnT5OD+qVk;ta#w{6dtv-X%BT2E)3Oh8Z_w}BsT#|&0$?TyIfX3D{iLBHSm*{$~Ruht7n5PcaoN`e)Y+_ zcZU#lO*rceROfxL<6}>W=>2-+G|S0U6x=KFrBbOcWvY-)YrWW0vXhgyeo{mx-{M7f zJ~o6Ta__AOh~Qt$czTZsxnfSQGfiH6&z<}o?o>DU=6p?#TsN{gXHOOw_*CH^6`0WC z^v7Lq6el}j_b`ia9c3c$Ox!AvUOMSamRU?{-yD{UAtE*d^6uY9huhx)8#_Jlqvbt_ zse_FMHn30ZSp!atneg~;SvCvY7u*3YU(BpDyvUQ2R@{^3NQSc=g$vHrUU6szr*@4M z=HJ(__X;l*9Ims*N+8Shj*a`J{kp6{M|Kx3%BAX)X;AnRgQxpGi93*iP&jP5f|>(~ z*+uh*N&mvLM&2Wb_2dnAs!%o9^|bH5SH#)l(wSD`<$Ut==JS2KSKYtZ?D6lx{sHfm zo&7_*n6Pe21s+^$U(O4g51K_Ls5d??F__E$W4&`|{(flGS)3S^!on+!6`Q#>kcQEOZnf}_ErDxK8n(&j8R>4js zj}`c=Fd=`{8zra{3duTjZmMZn_ft3^XcoiS=HuK>1z#0Tnr82wZlDgfXT^Jd4)>BB z>1>{R+}8>#Uo64KnafgV3EF|;b9myo>bgP=dtf<-y5Gji4^dID2S9Df;^wLDgw8l! z{(#<{YyBlR66>p!ufnx)Cf1fv`i5zexaL69w0h#xb^X4rfL>=u^6gZB#d3|+#(kbQ z6bJ38qB!5a=}keYT`~7iOd4)mE^%W)J9)db$;egro17@Nv#D9FmZ)b+T+Z5juK8{R zmdRc>U=42s(kFBHkQwlyd~F{5TrR#}q#AHNn;r{5abANoS;08jI^QUFV4m-nr7Z82 zP8?^jZmrMNH7jlOKh4b8mh2=Qz4G}x`sJX^gY6juy89gEy(%BqXMmdRiH zFILX^nNXn2a=2pBl9p8!hK~va{gkIow2YBDzh^y@W`uH#Ti(gyZe-|^_j6@oIg9Ir zh6nK;Wdr}zK~o+O*5^9U=AQp(xwG|MAhQDYVvP0F=MFY?YxrrR=b^$sD=_|*jJs*s zPjdzSLq*=W2feAwnmnK8b@3A|;MrC>M^mJ(eymzC@pMD(`w-o{HOAfji@Cj5+!)4t z#ngSKGS(p+_&Tj!6_G`617*ci;HUp6W#Sl5S{zTvT!rBDI_GJ1WTL6k_(|rxwdSv_ zckXstT)+RXBwJH+EzfCV?%acHW@xrhj<3A^GUt8 zH-Aj#$nCrjFXXE6=!Xodt7X|hSx6rh9>|0%G7+a-!g@25Z{~cajb9RfDVd{okLQ~9) zyt0I!?8F>rRqHy>c}6Gs<~kdDRIo^%D%kanUEcE~Q0vF;V0UjT;qDRmj<>l7O*Gdb zx*^WRr-RNtmLFBka7M=^FJ?K<)hEBcrt(#VfA)nQ9gW+_{i^t!hl+YYOw~S=`B<+$ zqmmKieb2>ay@%gy+rR(*qr$$gVILLt^*Q2vd`;6gtY2*ToIF<8cSVqDn$9yhy%1lg z>md!vNFXH%559US5H0weyFP!dScjqJ*mmVXD!6d372%B2b9kXCyV)H|Hlexw;n2}K$e31@|!i(d{o zamtw3)b-wNQ?@m})cMz2PFc@Kx&*xRFi7`?b9$p_!lH@6-uju`#N64=%RGO2L;ssOn(qvZmcXf)dlhx9-m zZa57?37$b}dEBNwJCdE=D)gv+oJ}7kOxd&EeNmFDBj}d8^RG&;uq~a<1Kh)OZS~*8 zDiPMTk?c(SxVITRxSf%geZze!cs(?wXtWT-3wx1iqRgqk1{7)Y>xQbdilOEgj z-k8nMGcXTYl!{BMGtX+|L?hvSa^{4N_R0GnOARnhbt@ItK|1HfLh_Cm(o9?vQyO0i z<=%kCKRuF!WRiw-j;=f*pg4A}Q|L`6whOsfx$3iBRL=`7))auNyRJ~jrbx|284#dl zO+9x!_ggq|oL!aVf73{m)#B#qW{O<>dj(-R4V+1HU~0@U~WNBIy|{$t8h zI*jk!-~O)79QvG=iE8%>_wa&-JzzP@Qx>3n^~RZ?j($ud@X&Ze1a@;_qa_+(ohwlhvQy%gkF32zbbN&c&%0Rc zylYC~W6CZqIvc}1@_`a!y2hjlM-3K_X;-Hw8=@yHRs}vQ3Qp#1(n!U`4;#2kE}&a6 zW>6f(qq`Ms`lwCWMjUvZR$s;K>fQ_}hMDL+ZZCN>w|Vk}L>)D2pUWw6qg+Y<;f0|j zTzG8fN}gyoRDown{$Amq6&U}@k>mqrFh5n`v%(Tw?6V}?qtyp@v1%w#&*`NZW!2HU ztFgkAn_y)ryfZTIBmuGwWOw9REk7%q*$WTXDD?tlJzaAT*1fjQfU}KZO?i-u7F?Zd zysH<=%Qe1E!}{(gSx=3o+JxX4ki^>`^kN?sf6Lfw1qi4)CjN&cTsBvY?D?n6$H-cQ zt}tUo8=H>TNbY&hR}T*}=wtVfEEb^%NlH~?BHa62(8FIU?5n~)uVJ}wbiOv~+`#YL zz%8Z(vYi=v_fmp6HjeYT&%~z+#T=h1{vT)GnkzkyEBQZHQA?nSK*DGL8=J1QNJdb! zU2`uQgP!xTl`l);BOcFdATeFm`?yxfPz-rtfL6UGiH{L4YdC?=(V0sSEmt>JpF~e~ z-2Q0;y=}o*E{T;x^!eRhzxDK9c#ZhJM123tt9)M~zVB;fCBD04!cFEtw-Npx5iAN- zSuMp_yhqqu1Rp5U8^36JiC^#D3)yzMnc>h^R-K7mi!qqfr5xvT-}2`$^c;bl0^Ua0 z`x*rvy^VNY!)xYw7g3eC-*;(Ky_V|R$iC6AUq{zL!>ZP1ts4)#!@BoR`0h0jT(40X zJ^tJrx9%dI*Z96h1a|b?wUCHK!4_nR%i(^qha~kry~mwm8_(wj593XTb-5tQaHTVb zygOXpL|Ab&L5xFK!@wWsjxhTs)@ijqG3e8|Xs9-{%LO`KQ?GoK?^I_|ti9!jY|Rw1HO2_D0NafZQLemJSGb1 zoYd!jb<~&J_;oj&ny*I&+uw&TO-Mpzb(B1a6L6h$*t|-@L#8{!9Y&nQ7_kO4@A2fn ziO9U-9IzXyUb*Agj^Hz)y8u+T*hQ7NHv1_vPfuMZSlcf}scF0d;OI<@)apd<7@dXL zbQNXtLEW^(r+CtQQh%(8V+%Jjd=jZ?O9;erJ|}YAO$1&eR`uKTwnB+B7!X5e;1~9)zDnxTd4E0f_Ka2OzlG6lF ze-Br7%Q{b|XT4l^yu86Ww~2IVKFY;wY=y6L|=Fs(@I!q93@uMcCUKNfkX= zv+JNPi&F**)e5hPCSZN4k^0+u@^3W|VhZS`Av!ve<0O_#KKBa+v&J* zsQbP}ysaU%{1owheHE2byIbS!eSE)fpM~9A|7MOAtwG=VmtKWCdAQNL=s4Km+&H^4 zJVgv^7)MkC9$F=#p%^z8_hMn?p>{TxU1I3cOlyqrnnwEG4K(qfn)NM(>(zKkt4<82 zj-u4^V8^4sX}Ot@`o8MHhQCMU$=$s)*-yy@yy2R=6IhNa9CoUi*kFI^?E?f3WvESA zEBxQj|EHch(CUODj3fM3doYw2JPoROuHMhFU~o%cJ4`XeNkHf7gm8CTc-)p_m?jw9gR`pMcSG z+W3sR;YT^%)_9A6s&%RlueYp^5s29^XKl)cLMn8aXC(=2jyc(-^@f=^3ja3emgzL% z<%hHS8K-wGM)V0@V`BU-jSAPUqjxqZ}WYwCtNx! zR5cbeW$3}4I^-|+SAZAtvyk)S%n@exa!$qN)Cl2o$($z30i(-|gWQe&Apm0S zD7T&6l3x;Yc~pB)RlKe7vq{?}JP-WX`q!VKn&tK7QM+zth0NxorM6(fpn30!_b(pmtDW`GUIEOFhbZ7VOEQsLpME z>(p~hLjz|7KQz+J%{^~1GI|$x?9_Mg=ZG*=I$b6-lu4JAo|`hLEb%Z-Bg#$t$3Jb9 z#A-Omz5|{k7Q*b<_Ddqn7BT1{g7n;-U6@n2j9pY4((MA ziWBA-T$u!4$ZXQm3NQNx?K`jnH<@Lf+Zp87bY*neb)(u8o5#@E)wH&r(rM+!=tDk6 zsZ_E!*Ex0$EKbiFsPVLny|8T9QG&)cyhY$Sf_kG39mW-oKSuBa=A(i?>@{Lq!(Jo0 zPrx0v_&P8@3aox|4t$J=nbl1M_`I=WVhw2Z?z?vj>Qa3bkb;xpT{AJcKRYnMgU_%@{y_l=Xt zILCAduU9!cuK>*A>=C9Btdz#*M{4Ug!B2hG9cX>aF~Z*>oGlK=Gr1Vt(ql__hx*Ps z1UrgyRw&0D#uvtO>WN{xK(+t$=FZ28Y~Hb>S*tTY>QJSD$}S2mhwfz)r{z-wq_N#p ziZ-MQJ8cG@{F`U;pEZQLM|R<+4>xl(11l-5EAhg5aQrk?dM4y`V++P^`0~m1-H}Yn zCp*8oZ$rCu?LhY%FNz!Wx!+hU=h@E@iXX#2+LC_s;boR@X?NTxKrndY)l{0=_k!aknquq;*2yC@<>pp_ z(nC3V6`jl_64LUmpX{U#w0&BXN)e6CC6lfQ!&?O2BHUyM0^i#i2q~bd)!3G8s21Ab~W(_#?Vy+f2x;A^;~6JsunFS zGvYPyeTi^LL##0%AgVn46rPf8!QLXgRK1RlEDtnxdDtljkNb4iyBk*AH>cuMGAZ0?e6oY_>s6kd*7vRWzmQ8+`tV*)A$S-+ zP9w3qRGry&^43xO6T}S6x@XF5L=kjVD?GkaM8@Ghb2Q^Ae2lQvv^U+Ay+bnbk{rrj z7$aO~o)B;J)-4uqu+sNsk1}i?Wt;Dt>h!`0_xTtBN*%59*3wyFR7MA`k)|+~u{$bt zKOC3o%IXK9av1cSu4X6LFwRHb`@S-zY5KMXyW+gj5D|fPDFr*3fKH zS;HErm!`AJ@6{<^@9w3ozkVuyY<(Z(*Z2^T^Ox(#ZVC{o6~6aigSHm^vBsQEOmEJT zP$S*OCEneBg{kuuoWb;*`qJrD$)!D_4d14SGQyMd)XNJzCIRf#%6nH(d+?59Gf&3y z?li$l6o!rp=WRz5Z&R#Oi~&E5O5A+jLH@U0w;0jysour8Apq!?BaKWKezu2p7(s+E zFoknB_=c2q*E{>(5f)3#gul~Lzx6;v9ojL<%CafPH7&Kc3G05@^u|+tKb1*!O6)bQ zPIfK0bH%7%uStLn7_@S6$JjGajZ7C`9!NFc=GjZ_(hDl$CC?NgJ7t=}N#24FUjc*ZNyFpZ%7jEQJuC((ExU@?p z;*bc#TLkdFM(Ii8+;D85`Mx^B1|k#ut%J2Hj8S{sAsJ7YYstU9U%WCD*)K+&UT{?~ z?77I$+2KLw^Q`gkPkS54nby&r71sA0{y@FAb(Cx-Yr0`~q$l6EhX~Vlvd$X6 z>6qiyGb1KwywlvVXgUHO2qJZsL}!7=#A?jOugf|;mb(L4-E-{GE{sECovVd{#^Buo zQGc=Sp{uutZ8&--J(Nme*ps|GhCH+?6xqeIdF0OCvaQA#f+DIebo`B9lJdlT*{t?% zaiFel_gsD$R;`x(Qholb4>NQ}*HK)K28!D%f1u5s5;~hV<-O_+`Ki0hp2 z=u<#r4_%`9Qmq~mx;z>2fmh(FD*7FC(9}2bF2YegkwbkWQIipD+}S*rKQf@<*@;)? z7}yP+NVqXyjLZcwD3pOysZ;Kk%K86|U1#ifey8*$dc#ZUw8?k33RNcU*q%^cpo(wf ztRlU^eCyGlq^1SQ9ge1{LN(z}A;fI!)F89q=51^>4Jj?8j!$OH1V*&}H5qa4Ogu!` z^BM(3?dJzjb1@pw2;(sEr=Esd;>8(RpBGlLBX>OKQD87vuYf_C2yjKIxk>%9PNh?N zj+aJeNFSWNHieu)*_t@DT1yvzsYidQB_St8#ncj1#oAFW$%6F8g>BsX{3wi(N~3$z zgbbEm_Xk>E7%`R|(Yt7_e{RCFa7WL^X=fjY-F5Nf33`mcO9Z3`j|tPu$Mn&9D0vh1 zTkI%DrNSwlEkg<22zI9J{JEv{mrr5vdK;=Dcm*^X(XM1oc(+RHOv>Shryjhcz)TF- zrd@i}P$yBHdJ`ViFwg8Wa09yrfRReTU4&fx;^=s>uqcYFFGGghdlroyXFZnz4K9k_;QWc>6w!WqsXTt}X`10_6 zF>x{b-ubS?%tDCd+B5KErW8{4yi?;_mH&6B{Dx zulvfj^f>t&Z!yuBQ7kPpWR6{_^}O0t-*HIB9vF)&bn~Q@Xw1ecsMCGe<;U0Q5E#U z>TT>xD?BgXoAU$2I3xubb5))!XLruEugTeEMiuqTG0x|F&43%TzV7VRf$y_|(uZ+I zsQRRf4<6UG-xjKwaT|fx2*%WGtfSvO=a@XXM7g%=A=viYB4;N#jchCm&(3#OOZv?? zoF+v!_?pu+Au-On=hzoeHmWEcnM1G&F8y_&s^~m}d{{R$-Lop7r()Z4L{uk-^kELoaRrn4j|{85 zy4KTl!U()fy87<1rv_8~?jM@AyzeZ=KjwoRTk~)6aA&0TX z&R^}QJ+}n2CtXxU#a9FE)GipTXt=xfP_S!c5`*eU*)RV{Cx@}csZA-SfM~ve+fz74 zBz~`}YDCSaym_<=IG^NV*on>+Yr3WT0;>c#3iExVFXhE4dX5151l&Z}+pBmuz4jUK z8n2}GPunk|k|;`xV}$$07o%;9>;^tWkbwg~L4>*y$8mMt@!}QGjWR0xEWI4tCNz#b z*Iy&@TK8kf99?Ew+x+&|QB-JoJ;~lOgZl`P*mcHBA#i;H>OHzgduiQVH4vJ=sV&bG zsYhBb2hA07jEL0Z=xUxZvnr0asJ<~qz*Rq}-*a`YuQkpaoHU;?mE{aolHfiOFuISz zxY*kVuhbyKSU7&S5F1vN^OeTW96r08|&@i zkjZ;|Xl2&3KFs=IzBvx#OZt>J9ZvKD_Sz2|DZgpv++RJop{` z=@oxUo^0$Dj|q|4&>dt@cz9Rl5IrU3632judTiSH20f>P`hNT_9a{{?IIq-Ojj>;d z=ajx4YmR-T%<&w-2X4!Pcc*VybDD7ODxB??i~a{I3UfdCq|SsFPN~7j!+dA+Wk-TViV|1PZ(v3`agK{)GGV~x&bMe(r z-nTL*R7YtSMPWiQT607>SDygX+1zkSizlRt(=xLlBok*&&6WCVCN9jI$DxO|K8s~} ztM`M~h{AJFUAcIk-|2mru{*Y2g{t=Iub<^Ndo8YqH;z?SI8n?urB+x&Rp^bZ2qFv- zwqcAYnPg3b^1fbb;@tt&hu+q=PTZUv-+8sBp%~K7;%xnO(k;%3gtdIk6IqU|fqJII zy}r&TJQ!QNM50tZ>fGk)@yds)d4e3s5^1C;Xm85b9V4*31=k;z!qB(XbH6hPGkelW zJM2dL2dOcm{lP)OuGq`Updt;#kZWwLl0+azqS_T8xK>}}r&IOmN(VlV*opViiG{tE+ci{8H`0ls*_fxPf%?tBu7Y{0}3Co?q zc}IEMm0*WU<<0jlOP+j_+PurzI7jSj7)M;Q|LIxxU~s$5TE7`_-2jgfnJG1uGjmGd4!zN2^}R z&jJi|JbbTjlel!sxqecGW1*7RF*UwBkqCE|`~1eZH1Ga|Ak+<7=evAHz`)PuWn<~$ zzVozHGh^c3<042U1EMoiitFWkSE>$cp()d#uJu2vf9m3-=-N|?ee2$l2-G7Z?ZG== zQE_(><(BNRfjSdte!!j{WvTPs9i=zqpEq5WyiJ2ICi^zk_#$`Mp0SXy`@|OSznrgM z&kJ$aarC6h<3-TcSGl$WpQl^Zh{a7nQE)|rXg$jxBTc5x^#V`?((0PJzpLh_F(Ak~6vd z3L+soN3NGSdA4=uViTps#hy%zGa*C0b$V&uu%wSe4F@}NCvbMDWMkWmFPtV^x^Rst zye1Nmly#p+ePx<(%v#Wcn@R1N_RFyrW9puR5F%SgQPDrQ5qOPAq37my12b_Ed5U0O zfqEQ@7ZxQ{bgs+9>bs+{zlyiabYjT*;{U4(b|-7P)uf2nq=)FQ3s8EDu$MJj6^&uq ziRGsUgOy9Sq5ax^Yq@ObuTO}>P%^Q;Z=M5hX{L&u-7$;oeSGp zM{q`C|9+isW60!pIwS4Bg8bX={lyjLY#iLhCuWLkH4m*DaHrf-qa@&7cOy{#!3S#i zpa2ME7e7a5>N6sk&BnkyxKp#9^AX9EJy;`+w(fum=6d<&(|kQ2Gz1pTdm)IN-YK-2 zFU;ob;=VS-C;#h1M6@PuBYv0JbHu|5^R3DgO+P5%9qBTIL(sNn;>Smz@4RnM(hc;= zf=xJy@!h9dSQ&Hsoau;F$Wev7ahI;6__JXnZf{T5f6V5iFxpF$tq~uP?xBf3Q zcK;f7gGB%Mbog>-(;C((6)>R_yqgGrjnH#!RL=LzG%@gSSW}jn;hKx$0k%);=hmb54@REn!A@v=COi3R zq(XaB<=I#zT)qAR(byc|j(~Dks{c`}_}v)}Ih$XdZ`PPO3ytk0L(}ek4-NOpHRG(a z?6cZ79m&LKIZ_t1!Lwf2Pp;^}-HGHY3aQ_(JjsbbY<+F8d-_uZ_6Tch#8nCDDS=TY zp4q2Oe)CQbL+Kfuq$f@4gf^=anu><@9QT)hxc6!;^&L>?^kZhUZ)iDHtVil6!}h&j z0|%PVsfvWrw3^S;bEq1ZO2Ed^lvxtWrMs!}1d=;q=Y|2mOq$up!o0)ty{3QaDPG0I^qUl^^PInwN!dj;TrnzaU6x~jEYsP0Y zre-NE3Q}eBp$R7=2Gic_d_P2d|HB&e`Kr=#pR*iQYh*V@*V^=`)B&tqTMUS!UIwH( zYvMOg5z%x!Rd=KOkuwj!j~F?;9Fg_(2~`LYezreHWT#guLUpb7+;COIDx=!4NajpZmZsfl-qc>R5)FqAFlz7!zTYZM?vT2 zi0gB|t??Yeh$=dh&p=!FN916!-Rhwu;C=5G)z7)EY|Pl}*nqNHT~QS%XWF3U3{FO_ z{nMM1j%*}^mt^jeCvQkMFDK{3O5Q}c>wu2$>}me8b-%vf=H=V{qgFkK-A!$~U$$3C zotke|uN#9q5DHNvtKS;Y#bWP2M)(k6eGNXzN%7#K0Dg$r*6YgDJ+EthtJUGox%N}U z%Nkz>klCnSX;N+Mey}hB_&-ZlHCQ=AbW#A}E|xG+o?}z4q92uH!YL z4yoG+ysY7`5h+%1ACVPK<(3CMAdEt4ecW)^4tq#_3Xe+c2=}R--b6us6n3#=S^VRK zA!(@J+_x^tWIDr{*?#?--o?_mcp@l_j|RbydZjP099He-tq_e z_r}8!T{sZxw|H$jZ3SF{|n(rfU8$CQ?E2}yg;z8;Vq}T zI-5@&lJ9j#VW{Ua4}zS9EkpTDJ;LbCqUy7FkJJp;vx>Db} zr{nrgy_hL~6L;3BHvRF%)Z2%;)^c(UC^i00Zz8fM09P%fg<)NX^R9vD(#I{RtSfFD zf-`8S3ZBkZH7fH4PgZLbIIcLQFqiqn&i|J~vw8WFvvq2BprOKbny|a62?{ANGXKca z5#NVnaLEi%P@wgd3z(`#gddA1f?dm@Dpn5>OXRkB##V3Q6JM!B92(*5PB}%Gzpr8M zuksv02B_p^b5@>17y&SE{;a(Z&l4GTkmHk3 zorU}>jsM@Y+DA_eHbJz`txj*BV`4s9Fv>`x>|l1j6XGt|g33E_?y&BvUirt541BvQ zQ%zRGPiw>{umAEAv8`be5v^eUw0wVjs3d}VmGpjcSJBLCJsBa&k2-RAl<)K@!u~^q z?{48|<@kA8sxwP91QiEsGnSSWhR{(+zdj71ve3MZv;R@P@O?L2`8sY+?dljMXcL0{ zf=tek4ocb;n&j=g$$M@=eOMgdSx2Q&+9Va-?6KO-!nyrMMJlTUX$&XY5=Z zKgFJ_BKg#Fbb!6D(Wmz{DMB#pe8=RKKjD1@;hR~_lcpN=n+f{oEX5SOMp!+jI%~{2 zdv%hJ4IPH82{YB+R7Ht5zsx$l&ytLI7ES5sFxD*pfm+-~zt=eVZ}Map&!s%ssuI7( z=57r?)}}oF?zP(t_V@lm=gKR=KfA+&w_A++W4`{gIszUOD|C-TBXy6hk9%DfA6F2P zH-(TuRE<2XrOL$p_1lQpxW4uIf5peg%Rg$X){5EY2wuTq`~3pZxoVsdcj@EaMNmSo zT_=iIt;BP$Jz(XsiyN2BWclWu!s0uyEBKMP0~ezmeT;Ty_JLrybURyE-#o+xX`f918KXUnAbu;8ri= zq$y(qY1X6b;u~j5?oL*Hq(9oz{Adl$hX0X!=J@he@(!vE+{V{y$H z(4o%O9hvdJfBANk(2fJ#WrE z&OE++#;A9pJvJl7Y4WW;2271H`5JO2r^k?3qI73C?^-v1{gg_N)MA&n-ncVzc8JChz+a z@qJ%|Gj{Iv(QiwJ^gb&uB%ZF#vwO967ol36d)Emc8?*83YV(zQ?Z2J#)%DT?*cAxTx@2|4V`#|pK}{%Np_QuKR>u-7$2hD3Tw4s`dQ z?~L6Tx%X%Jl?sl{9+7TcL)C-z{>hHyxld@4QRYK!dRpR7l^Z#GgN4J?U4*|z6mksR zF_?I3t6$jFw5Xcj9AZd`A|{%CC?1BtQ)d?VfZ4qK=O$N3U&k0eG+F4?>(wM)-}+00 zy{>^8r5u9o3FZ9NO%sPY)};kYWfkK8OjY(|Ky)-^pWikQ?oh7vtz&c(!8I~tM?+DE z3Y_M%>ZO3`bR0PU`q&W>-BtGc!#a7gO2C{VFT8`3IRnOX9gt0yo!)#ObvK|-S6Fw{ zE|;pNPUyVn9wU5ZDAql7q93FbJoN`cXzcoPL?fe*Yur0qd$`IvsfrFR-Es3?h^mph z@_mi?o!TQJA{aw1brhl0Q2Mxq%7Sziyv`5IyjSKFRcFF?H5?N*SnJUfZmabSjw~$A zKSIQ~i}3$Lgh|Az4}0#w-q!~2I7ddIeNbq#n+SS(oOOCVU8&c@Hk`>Z2a2otDMGSf zem=?#$!{2#NN?ld1Bs`OS2j+ym~WK@cxG`@t$xt7m1}iuTJk9NbyGQOHL`nIZ`{mq z=!_KyAtxWJt#|QfirgtRt?KoGkt&raCz6RHAormBa?3reE-$715bU>yiCNHfG3ddEw?zr|M#>N+O4; zeL~}Qb!FuJ!Lb{mvZkb*;lhE6d~5E}X$#M0I-2q+3kS zn4_G&t+_*4Jwe+oX2P<$amhqXc#Dp#8tz~Hv{y#I>(Umo{3*is2x}3g8fo3PIwyE5 z3vRh()1=;RkE^xiUQRW;Dlzzkd5Iuc@85*}`SPheMl77tVYV}0oSN&BeGzZr-(l0I=tXXq7#!VehZ<60uI~zflb*Chrd0HHe6Rn-)W&B0+p0$EY&0 zI`GS*%wHm4FA=}r?Kz^}l`1XrRMfF)WmO6%z0a<}oEiYc7Cga|Lgv{m^!siT3(LJTFt#|fA zg!%g#_7WlK*&*ttp7TmBQ2r5wO=67DGT243VYL%KhK^$P3q3WMwNK~lDqE-HSDoQ5 z6akDFhb|{>Wm~(#VO<4H`}h==jq@a6(AnhqZOrBkXTy9~mGlx3$C$Hb7bri)YlL_T zGdiqr^iC{2|3}+}rU(FbW0VNz_JLnn(Xi!oY`<5o~aA*O`|4iP`%a z9e=vvwQCAEKgrR|`I?P$Q?6cB|CBt*y1En;;pmjX)H zrz>r!je%*Z+SGgFXS{f2N)HkK8bJ^x=P4j8H8T*32iPZPnZtzMXV?GL zBYEPt5sWW1?pjALc#5#sh_(iKGl)Bb?Cjq8KFHWyoF#7} zd{m)%i)gPx-Yqz85F*qfnq2?DT1bYutFYJEl`k}9(mUs`L9zZ&q{^V$L=ZE5r`o3* ze2J~$=&|&aN=wb=Y~1sdGHi~YTD>wNBIynbC7&SpO(lTm4I5gY8UA6tx$-dDqK;AbO`u=y_eK?Q z*SnHzxF&OC!c0U5O?+sUrdzs}pXvx}GC89f8KSrKJJ%WV&B`rcT=3o@;q6ZTm6%XS zx`tqjFQnkQ8=`pKXX5c`0}*i(u@D6-W}foMU{(10^n7@q110;qzV+5sC@Hn3y3+ak zUQmYwpj>(R%s z>DX_N^lSqQ(vK0*b%HvMm+DI9bURZgm7Zb4a|&`YifpUR8iQDHA-f8-iKz=$P!BZ3 zu9KUZcb9HP%Mmk{D=p`_saLkO@qoi`jdmi}*+0+PPw9D?_CMlSYV|(zaO!5$_8EmHm=_>s0%CZaBXDrljl@p-6M#{$?Bk&p_ zcHzh7gXf-DKbq#Xv^xlQFySQDC_e}Fq^ z-Vm9=HeNo7$r)&KkJy!QpQ(EG*7h`c|kqseZCsb$We3W9RW8 zXV4jsDLzRSWF7e8yrZj~Xg2Rs-ocfpNE^#(hEuDKhd)QvKu|x#PLB&-Pi0i9z^7Qw+)Kynl=| z%X?#awhXzY%IJx?1dPgOO)`inn)wmRnceedEi;&lyFXTsZ47wT{?j5nBHI3@Bw=sxaKf@ z&;1g_??3IzZnY^oZrq)H-n~DkRw}$sln_-0^XwN^PnB+u#RYU~8Vt{vhq9oj3RCAc zl}?^@w>?m20?!e6jff{fo}ik&ehDetc6O+rg>H|xS+q_@lFPGY7hd-ZJclLCoib-h z*ebq!5($mHV>ejoxp!IqGKukIrEQ9!D`UY&TV1JSa{@YVK;JKUCA+H7bUci&8BU(b zn{r&9mTO|=+f=kEPWPR?%)mc6i0!>TuEc%o(;fAd;(;x=j=BdeNMqf>J1>)C;<_H@Obyt;iY_oY(m1KK_aYTF>4e@`bqL}Qt zRKv-s=yh6p!e@Nca*cCLrcFA-fe#+b*EUPduF_#epEg-~9pUITAxIe=<%iR`_ua=z zw6fyh$45kJTUuB-EvEs&Ys(xFms1rVp6yN=vP1+N&psK?&- zXe0KC@hQ0oZ|V)}Up_V9^^MgE>#Cytvs`sU)pN#~f%?ua^z8K&-0+dh zY|;0bMVfV*@J&x=edPC3`DbS3kN`jaZ!WGZ?eA-IIn96oapB=g&bGjKs6ZP-An zvTOC~z8c>hZF>$%Hjfc6YqTZih_^M~-$#yT^@IT< z-JH-X=%}nxvf1^d*IX{n(+SU?Gm8tg($)8K-?4MgUBsdloJ(M^VFa`*NqRX4>yJ^7 zt-I}cWhieEuWQ&##E2k@XA+RPn2*kIp~~YU>USx}{o9WlnDsRA21KB6kI?!>aIhYA zl#yp_^&A=JXf-MIHaAUI$P2oIHswK~!?FVp+k6tuh^K{)Ad0ilUn7z&*l^M`7c-LP zXy@3PSa~{3$z6$hKGNIAezSbPZBm8hR*KtzIBj+<6{^ zZ(^2xdRT}QGW#xN-b!83J-#`g;XR8v5zP9R2-wyO7R6Z3a(dV4=fIA_!l}*`Nd4v8*Pw;J+^NCN zB!_rU-bK*dV~cQA8M%${*9coYzQeY<(#l_|^wVdjaKW;rQ8eQ(f|mpV{mF9cF0?PR3GS`L@NO2gI>sEMX)_sgZP4Ms!^^{uaN z;6fstdq!{N25m)7@TRTrrEPn%b09Yr>lr%-7kA%JDNA--0$Z6&3|A#^tgeF7G4GRW zC`jm6yTzq4;yx;Ktm5f+N;v_k(Y~=%Jn)7fI?GV&qhrET-S+-1wOR&yZj7?;zZmBm z_ra@u@yk#~Zc|0T+(vCmU;L(}?(r01rKEQov6@Pkt88;sX=)Z2v?`WXC+OtbwOzpI z!H$CkvTNO)1kM`pr;nyqz|DDsyT#7#*o9Bt(Z@kJ1wZT3V_Q2gT}1X>NlzlHoHf<^ z)GY>?k}IAcgfem4ST>0qANJP#e{-V=%>ZsFx0#lcpM^JcdgUL?uI)a}PLow^8dX&l2wMLs!b1ys>r2rSbRXfS z*d5XPMEUXUIwT;UME=5<-;fhtSY^iEnMMmQ)TFMrL?jNC_Onmw4RbW)%dFChP$#r zNL?eMxrIX!ySpd3Tk$-57eCq8;f3`W;ja-(us19M6ZiQTu`;u#HKqt_YoHpJhs!+|x(e*oIzaRp_>Hc$7Y-J?`*G=9Jw@2-8k7j}Oxy_vo35d@dvK%ll(Y+XD7VQ8yQO&C)XcEA z2zy`SCBliXZZ=^yt3@*4E|6VoA1cq9SX~?VXtx;nuB17#wTkb`48V7T^(?r&o{u*1 z&f+3#kE5f*oHVI(I?&zroLs8nus>Y({^ctg$iK~Lvsh_&t~=xnM!(8|RwHwN{cK3c zphk2hUuICXHO_|pg6d3oHRYveaNToNp7_?eLd!1T?HpSe64dOq`HDhxH`Zfvwp!hd zkQo;M#CLT+9}F*#wK;s(X|>Lvka}Ti;pmIOb4p zQ{L(qKG_tX%(F(mkR>l%m3S%*7-V`+syqc%5lxlScktXU-qrx^+kU?s)>N9Uin>7? zD*or<=UF)ERIm$ni*yvhY~#=`6pbpQ`P_3vo7gp0iTm9B+9EJI7vuVWwA-VuZm4hl zIRdW{o=>uRPg>PcMqFD{y{*u5glIoa5$lQF)PeHezt>-1T3JzJbRHjZtSm6H;?%3B z1L~}lu4Gn?0O*-%dMIXsP%V`aB6=nkzfG&_j~}LJYIZ?25Z(Koxum#HVm}SawQmvI z8YU4QbHc7-6{rf%EL>SfR=(BPINr-ep`5KBBSMHwr=mxnzl3?MF%LL305o53YB)y9 zU|kvA^<009CAJY)iDV4&zg5jg^kQN1vD)@IZUIU({z+I;@sE zit@t3e^}xR6RBd}XW|S00Y?3j?^~%zh~s!iRDt~G*6BWBN29@Tc77DLObJ_#>!|&L zy%J~lLAS>ULF;4Z1G%zE=Lnf3GUG5$T!v$h5%>=g0=y7cmBE#I^9gV~cymNPEKv5<-D?quIZk3jzpy^gW2c#R?%gBC7{|5B^lJ`;d`8xyRh+|fL zd2S-sZfN|d(-=wZt9nK6DaCF;awGlL=^G_xvbi!LSS4A{4EmN(u7>YbBN)WD=?1zu z(%(nqBw$na$+@Y&Mo6M4_dc%96;R{-?r)0bF@(`40NL1vsg``MQ3!YKOw>dZ$|YxQ zIh4+3RP|H-Af7z^5>IFM47-YW zS>wigvb0O}NFLS2@D{-pp>xh(u3eeDHK!WFo`dL5T{Xeg565jIXr_;ikWAOPwD z*GWKReM^*Jf5uQQGkA$;C=-YiYt1}SSxY`ago4If1l}UR^6H}}DB-1UA_xt2yGG$* ze8$5R&fq4(@L$$=j&K51G~_VCP0guYrX4hw`OCSn(w3AjvBB;lU^mLwsO;0Yd*eNm zE>82=F*Q^Z5>T8~y$}jA=>;p@jgvSuPk0z`#&+y1y|sl(S+I3jMN6$}Myl4(c=K*e z!LBqgXz~u7CU|gG*L-g3Y|?j1pM}x32u%d16y})tgfUn>o8O5r$@8PM-gs#+uL(`7 zZ&&+nu}Ve-yTvsJ`&N$;w%Ykm5x#3x5S*WXee{0e?xzJbl@TN|bnD_DB#81+*6Xf% z@6FLbvkSjmh$hvhgWm3^L>I*qgYJgR$1ZKfuGNX=PB}-U7~_WjAkQV(fPxmL1AW@9%93w2P4Z2SCBzqzv9wHzRfvu0bX@p? zF#@j<3G5OND$0}N#y%${Ea=qS+nmrXy}{(+{zstakY}uWrm%k$we9N(3T(+I1~JoA zBeDyw#1HK|{QSgWETeeHvyNiMx($k4DE(7{C~hu@5mB7g&RV>_F;EXyRnD-vLJEHl zS075179scC(o<>(Gf~hDJ|W&BmW+0MjjjKo3Wx3uZyBfM#GkYJ^QXa-Z12=uz`H(? zIMpF$$0{7rVOtdr>Sx+m;PITkM9|UJ{0cyG4`22B(G<9iPMF6CGQ0T`?}gBapf0Ux zZn<=O6z<^aA!DQ+cC@}_Lep5TcyOPkIr5|XnVUIU^Q zoqV9vy6>BlOZQ!b;2cN(9I>Vy8?xL9>GmAKDI7gPD9n{d=4dTLNfgq1g#G`oVG=?8 zb*)~zJHydX;jGN@D^oYFMizmM$EV71&V1x3>O@yT6%QUFe2B2u2w4O3tRP!#PAty5 z2>hpr=%{$pRUkx_L%Xzss8YcL&J5_}cP`HbKW3}mr<1&HWHk5V4WX)&0OAs#jr(Tg zBoOSs0X-PQdtoe}Cqe$A~Iu{}i|7E=9q2y#zSm4Ch;?Zm(%C#H z^(jmZV@GvDg*o^neg`ib&0+pS z1XJ+Fh+O3Ueb~#ZeC_ppaKYzIuP-K60ov0#s_-8oTx+9_qA!KzrUOs9U!d9RIWpTM zm9kx_#F~`e9xS8A1@L1`cCcjosRm2{Z(E*i@kmpYcDgu3O()E zGd9Snt={Ny;)<`isjkB1NsfU#TT>p8E(_1aP9uIcxy#w?KW8=70Cz~>9c?S#ac5`h zR5{}6d=BTngL`L!cFoW}o%J|zN2k2AAg3SHB(b?6AzuZC=Lj&gi+Lx=DIjRVdw@GN z5RB2;*^@kN8W8SB{W0|Vj&1hpa?+vFiN^AE;qW#dUv)@=AJr;PtGQ`uWGcV1p2EQP zpkY|)Cd7{2UvA;<^skO^=82LIN`^C|T^hQIwuevI(V^We;0)tYLI z?AlA#@>8N|w-NVR;qZks!0vOllm($3=abN3RO2{jTl9RKp)wJ_oL2{EnDVT@EDoLz z{vL!6@=;OPNCTiFhY>mgkxSi2;5mZO`r^wI4>EB9ZzJq=4aRJ`?rhE+%N!jI^&70T zmxyrs=God=#l?d%$NFPnN4th9VMlpvq+Unfdi2i`Gj?B>idPXuZFW$NhtOtHcanfUF-K^sp6(ex_;8;Iek_!MtTPK z5!VUR{MIa|48kabu;WTav+(P_-`NN@$Mso!cVko>Y(LjS4aa4gVB%Jhyd*qFtnc(G zf)$tM2!2eTT-}}`zAtM~u6_S1;NG_)A%F9z;#NayQ+LJ&T5%l*^p7!t>L!9T+Dm^O z=WV9dlol6jzd@rr^b2UaH_fo zG27y;u}3>9gT?al-KUYneZ#i*y?U@t-2^p5CC+-%qSEy-Ar`(VpHqpcz;&8qSa#cbxxW>AepT7N-3$#X8YfFNhXIg0Xi(JUI9 z6yYb%S&l0bvYroYy__6#ibpDIb~%`9Zni6N2Bs#T)8-8(7&H?`*${!(2(IUZy|ADX z5N8D=ymlUKZJO}cUG4;vr?}5j)WK^+eCbD@nnTdG7HlSQ|5;}t{N9Cm`2izN!QDl* zu-5(@VQ&%X?X&ZMgXhWWK+FQq2+N(#zspfjorW(w`)uB6PN+Fu0%7HZk-CAETNYN~ zM4x+v%Db`UG_%20V??So^ogcouKpc2eeaMNb?C6yz_-qz*;DwEvdP*s&mhj%30<1) z!b1P#ne6E&uE@VLi!FTIXi(&x1@7bqeF|=i*C^5eZ0C%iw4t6N@D`Du)IguMsGyzm z&gfEib~M0No0>R0_~!FII8B&se4y1fAWb(k1^-JOSaqG;TZbf&kf{mj8~V6%smBNx zpR?}hh(c8D&Z8DS&77SoN}l>3-Y4%-?K;pH=?oK2gT{L@E_!l%qjtAby(wZ>{Fha(0Cy|c8~VZxAdGv_r9e! z-Se((oBh+Ok~R(ZtO*(Y)@m_vw(cB>)Q6##e$(go)CZJNBh!OzDF2GfY36k|4|y5>v}l{{8-D_h(nWVp3KgFj@Z^Pj)2*W zxxzX?h%t2aH@iAAdta-E3?m`}-rR~;{9eq|k_S}$3d#?%g zzD>8RqG7ppKXETb42?J>!u&nL6WsyrTap{&ON70wK~9RcSJBBU*!*ygqM;Hln4iK! zdnkB|h+?=a4OC@euMwGR-$Xq1`3qxoWpi65o!E1r-u?Eh2hXCI7}7CXr*_?9^6T@d z9XFZ}OfHKx(v|HTF-Dhu@@Zz9PL1=Vs4KNXa;dua8!zcP`3ukAaY|J+PIuHQv_Q{C z=c|_k2>HKQ^Ao?$WkLO>gYrSi6uFk0JnM-EtCNl+juufKc7uC*^Rs{`$gl_ITZBJH zsP4w;z2oeeuPYCj3c7SKJURP3OtVkP$dosa>L>5o3|=R$SShkDzGHQ+7RF-B#+UBf zm9afWT&>5)2%9-HbcY{2FG@5=n@9LN(5Wk*x@Nbs5y=j<-RUn2}YAnyK# zif>~3e5q68i3RO!9}r&ZKEhriByDV{z29}-v|JBU^%scu6WV!N>d5{YA@pl+^EqHMnnCcT_b<)@eDiuYI}7CMaR()L?TG5X>g~Sqwgj5;5wKl&@DInFN8D!zM6> zMCJ`A%^Og@vw)3CoO$lMxa{iA#-=@ZR)T)x9hc}IL-W!*g%`c}VypztCqMO1)3-^n zlI7If(&9Yn5(gVR%A+CfoUuK|Tpae$O`M}YN4VTT{Z==c@%8*8ic_%nx|; z#A|puf4R^2^_(?kHMsYaJyD${;s3|?J_x7en_6_ZWP)o`sLvT8RLN0#jKCDpP_E%A zj9sO3L(uODEs9D8VbgG(yngujcv>o&Y6!PbF2if&A%=GE{Ay6 z3a{X>R(YZ-&ywY7SSQ<172p5;-;8F+4jDQ!^vVpb1Yo*vv%+D$V8}gpAyAuVim1L_ z_cl4f`!wab>wME_jZhV5cZ5~_!p8`ET|>OUyT90ar(c>5+%o;p`-Subg~{OAFwQjN z15J3<{YUnTrxuv-EMU?Lc2>bVNy#?{Jie)%<@145Rh;Lh=^@ilNafsA8 z?qJP=i+A!8!Ol%iE_V>5tVY;tL|=n)n1*2falOhVjpjg0Cy$k%vcI0EWxOy%jjv^F z3k3~!AoE>=XidF*^C+V|=lNvZMO?+&;~MV~T+iX0J;|}FiJ#RXDJ-qL=SHlWS4A*iBwly{N7nRK1dwOof=COs~KmozU%9b!b=2I;&a3=`*@DH9v0P5 zJ*`|at1I~!Q78g56hY=6-W>agQkKZS`-sZdmHVdimr|djsRrc4tyzKZt_Wb{EO(4t z(Y7xUR7xD$Q}V{+Yn-#xKV?}!G}MjfzRdt;E)g0#-AwGo%>+`LB8IQYX%@BlbyK9r zGW)%7_2 zdX8h4mORR2vYLtq^3yBN!kK508_(4@^7|!b+varT*-`YgweNl>*-;EQ4ZR9U3x15` zq!kGX<5_gi*ALb$UNX2xtN8LRY#3IvR_~+Ga>GnKZXhTFMti}YT(2$XKV8%coS1ve zSEo8^DWi7{#9|)!TZ9cMu5QtwINPOAPlV{QKM><03HCYhkBWwH*iKk?OI9GeUZ z&~beZIxUSAxz0+UC_}lAfc#K%#Pb@_EVc7Bu!FIV&Zcgc5(YL`Pi{V0>}KC4#al{^1zOTD?( zGiZ(|B=Sz(z|%UHxOC4k{rX+I)HT;86aiT8V&_@7fz|jF$yB;MC`=8|PZ(>uELIrS zKgPg&%?ea$z>O7Co+H>Np!H9^a5H!b1NBrXmq+uUp7WbzTfX5wcNOo( zjg0yC&u>l6Q|-e2T?tL~-n3|dbq9K?Qb5)gcL#O*To1Y`> zeU0Y`Z-#5a)5>XeF=Ja!hh#wbr03|V5rHCD4w`N^3RJ&bD!t;ruMv~Roko;t4>s(1 zal9WR95k*}gjsq&N&i%w1FxjW!~yp)7Io_msJ?duTY`D<>5vUCK}4V{v>Rh;?j!s)f;$tU7z^$O z(x_Q~^-Fnj1#@~(JP1GpsME^|spnaYRF@gWO~lI@ z$jL}Ux{(?m7S6V5R7IchL)s2BZ90?>L~aD9>tq!RXHdB3T}`W|qQ|CzNLgRf#wRAI zv-aR!1l}T?{l(Dt9Qti4UCHPMqAoFPU6$(%LP$NUf*sYS_8I|_qrZu;_cd6A`6l9d zjbFfH1obZ32@}q6brUN7)LDrWc#L2S{Fd{huug67N7)D?&e_p%N~ujrRioaf*Bt0y z+=Wlx=nZjKBVK3?1aVS)h=`5bTr={>Nj;Rmu61K3IWAHIqoZ9s(1S;R))TCdyRvIl zWP3FAKaSoJC|;u%C2K>6U2`CW(}eH0dU*|`$jpHoCdO;T+ZuODSTZ|#j#!wcqv^v` zja+lFU!TsKuLf~vP52(CrE65_kZ2dbF%O)sQ}H@NIy#Pc{^ZSL%7V{gvx#3p^)1W3 zlyww$*0XD0+stlQX-*Jl-0H(z&pP@%dugfw0vc%yyY!AjmT-fnTcv%x8_xVYv9BR$ z+v*lm-2km$t|P?Ld$Q}}7LyBd0i9iy*sK3>G*7PV-7F88?s!p%Tz*b(BkXMrdwrFb zC)4z8nPPv8L_=LCywsCko_=nd5{1Wn&aJsK@Z2Lak%x$wzuZNX+KGDT*0;{nT{N!w zznhYGCHk&R{{|STG|O}aIRyk|wOsL)4{ypCb@e%9#=MN^vu5{#tFYL(jGq}ddpsKlMd&b;vd=icP zJj2@YH0#v~^>I_-(9X`GS;(D&U5ToOQ$E%sjuv759x*Bla>eH<33~Pp+NRP>4$9!n z09K#*2DO*Kd+~X9u1$TKR(tP`_9xjBpPc%*k|}NY)0N|H+Jo+M5B6ZhE-4(EDjsBy z%{}DCo2GruwA}qU!r1M%W6ujIoA-w+=Pa3ilwDK*l$eii5s(ahkGQhFS^v}+BcS)~ zaj@RjB?F^-?y$x+pAj?0%#=Ktx>H_L7X#;X?m3I5nYn)JSnkKJ01)ZGuhT)1_TK7! zQqH%XZEWJNe*9f%p6|U^$=T8R2vjFblvq0|+?`dLTR%CtP5FdAL|{#t2SpvDiRNPj z_6Tbc#xRLpRbzBeZfr2TMu=DZ9D$cL{53+bJvVFEbkaHZlYjprPVk};fhodXBV-M# z_QVG-scNm`+)%&Y%Z;(_{muP2I1;Jj%7F9q*9eBpT|}nqJZ(BiqP?+6nR)OH zM7JYVcx_bS{UtMx5!rXpX;W4sTaR9PeTAm1!}D)Yim$G<=BIj&5sH8uKAxUU` z8;n$%&13T54h*ZKcb$CUV4Zq7hcovL8@jY1hgm(U?kFS+OZ2rFp3pS9S5La`$~Ff| z=Cs>ZzvPeMIRif0RAWZUHurQ>W_{apZxOOaJ;-0%wM@Ro>XlG*SmuRS7MwobHsX_4 z5rp=;>?&4JC-`z8b78kko{vr*5bUagmP;wp?GSfcRM)9@CE-~md1F8EQI<7OAU>4; zQn)@Jdyd%;3O54b@wrUimz!%th=@A!dqkndz75CbO=q)Bz1Gari6Mgtr=(D@Q{9jf zkLyv1yA5hd%{lPP41eKBY1h# zYjnxA<(^yH)*H(8uVYx(z9o+kQ+)Cdb@SyvjS=cZGDe7-$q@0i*H^i5sakvwRR46J z;o#~CCAQ~iXR@jkSOD|L$FTk&|YnX+7Vpn{`Ka@Aw(j8^K*da<3gk-Ac&V_CKHO{rqsn5S=;*mP2 za}T(y@Dh;*WKR*>8m6xzf*3l#^_qEFSJFG1?$>jKlh3N+rQA|S(W%;))NhwEx@wr6 zt~U_&Gr1fcqs_4^E~zVZ^J^@HGH2W;b_PUsS-w4^S0-2X$I!b@^*&fKcJz8KWckLx z+qg;QLxF=5q`h5_R$%iUBWUhX@!ACw}dOfS(iS)G>P8y~Erzl2c*kSkP zsGW^T)jVg>4eQjt59D_$?J>}<{AJ@%o$q#w!K>EcD%zwFyz=+5^$nOKs41k6cf z=-GO(RlTmqb9XWdmElj>iZ;x5WHBERCRHYvm21YXyK&T5Z()oO*UUVT;D?O7TEUna z?+gf229>=;*y|eWG77A4Q%#Ubv(AC8lddtAJNjq2LtQ|j;3MBCl~C@$dgJLphPV|l z%o^RQn&0#F3-IU7fozH}yhS+siF1WB?0rCWYF3)Na(?fV<|^qv(Yd$|1j^~$xqeB- z*u#ahnhqfF@g`iJ7(qKe2M$fWQn zbH1O<=~4B~Nhi;}VS5qPY^izN6`nRgb-N^3)ys ztlmXC3SIR-{_QF_sP*05TuD_UJcgLDTKI?5|I*u0J9CiD$07kJC>zAO8zAbHUnmuD&1Iay8U+yiyLc<(BlW#)C$ zgFR|y8Tiw~x{^(B<*T0KKFm?A@lDwn|1{V|Ie?t4(n^^3hcWV+Iihu)0tqjw=J3+$ zTo+JtKXz8Ew~n=5ODs*d>(0i8=uY$xh&aEyrwjaaWE*pOe;eU%5s4e$b4$f+o@2zX z5=Y`LIJ;;XGrprtoW0@+ZE4~GL5LX(mBdyh!9?%kIl^_Kd6;q}zSS+>oJXV1wyra= za$>aav^$SlDU>;O{h<8g4F~Ti)FJy=32wY@)43K4oal0RxH-oZpN!2P$Vl>!y)Bo_ZU0?Cm1_dyyJFyoFo9lNeIHjkmnu`e}4dvD9q--FQDa#{xDG$#^m zu6}k@Mb7uXdJ~p23p7)b=k(V9*30v;#to_#y&l!Berw7CXI0{JnBT4^8Ch4NX^5Dm zYnR`26+GT)nrUO4y{_KY#!FHSqCmQFug{FJ3LvDXV4a%ohHsoRR(|r8ZJmSa8_Gd> z_x35Qzl3HCT*JDuS!BR&a^V7ssx!fM|J{Dt0_}O<6>5lEz)#jHQbc}>f?-kDO z1pmLc+}sF|Jm8Glc%F$e>6+#AI-h`$KSXe$gGUo?BB1AoT_hE?~dKIClWML;VdJ zyX#q3&jY%FjD60~vd>U@&f4QH!oe1(XX8f&LpN9hoYAW?`l|P_S0^y(UC^(8z7HBSGfFMg#HElp8rt?(t;My!DW)(s zFtY{h%K3#tQZ@&{6jQISbvGz;G&i@&H!|_bUwhb5tGjXSy8DRo8}6>5kr_C5N5?s# zjI>;R0k3>4T8nLdoAt|@HWhSl<~9+@hAUvFJcux4gmACAGUrjvm*++e2R%>zM%|!3 zMF%~oA0~6C8Xsb3EB0L3EsHUPJ;FG`rU+Rha+p(auyjABr;gOfsVW-$Y!GysC-2v1 zY2rYGyKQ+bHcw%m&H`j9-8#K)bpxH=y*OdSOu_E|;~Q(} zZyi(fW4G*|HnRYS_BP}Qcur%i8WD&Y%fXl;5Ea3U=Lk0% zoXT$-lK>~30Gpg?8Sk*6vX(0XW_%&}dthOmyk+Cr%hBG2sS;;)0|z{A*d+R5=MUJ? z^?96lp6-kp2#{gkzY!f_(y<^L4O0gYUT|k||tDB{t|wkw^PdqMfSw zkP6Xf{iIKu1>`S_6ZTUg5uBNi8=@QcPBr8@Oo%$?K5lda=PLT->55~_P}VK$mq!R* zB495OhPO3D8~f;fYti}6=cCWWYZCAj;qMV9vZF3~j*m!$by#%eIPkQZDjedZ-8sT0 zrl#pzURf}3v!mh)S_&c2QW@QU*bk?jW9f%8@BM$tj7T2vV}zaZ)?6 zK9R`GzsRws8#NgSp33F=%`Ut77e zsp9=hk&fMI&d;evV;PwS5ylp}XIT3@>|wkVf+ z57xWChv`J~vUchHL0nD(~H)ga8KSKmQ-1$4q7T+1=K zBB0VfdV&J!2Jx)_IghGB8Q7EjIbvJGBm%1$eZrfHCim%*$H~rtP<+rr0{?B(>dLjp zF5K^1hfmK(;HzRD<;BDCf7;tvyWu%PC8>u9sVl!5gDU5h&`EPO`!XN%t)8R$1>&;X zb$deBsf>lC^Icec+&#&jiU-+5Y5NwebM+9RqF&;d<2<2xilFoMHsWQCI`g|`IauZW z+wVCtt*?sjY<+Df#9i4ljPybMd>gC0H>^`ST-s~I+Zw4Z#y!}kMc`$G#{TNb zph_Z+H`HEXCP4ayQ-op!&dIwrkq+|P7B4T+*ndMMUbvi1W7jtIY->&ef$+t}vH|M* z=vZ2h$%u~~f%18$3a2ycw+?Ho#D9k3AF=!!Bbrp!5TQ=sn~MlJ!E0Zt6lB(vIE}nd zLF+>z&JC%emFJE=ZrV^U5l-!mqdAc_U*ucu)v-dy+Kd}sU9V-a^p~! zD(~Cv;mdo{8RyGf9-h#YibT^rcVZ1}3WxPRNP4jC249`4YV<5?S-$o zrRS1<>!eP&@aqHLG`&hnrbu38{mVyOia<{?ySPWwi6@DtmuKu+V!5ex^?k~NE?w)b ze+qJU8R~uLJH5WLt)AoFg-cxt!c2r;L07(x$$R5!G=0ldS*;C&(wJ#1@WV{CkFB^~ zsgw5*v9Dnokw^s1lcQ768JMa>(cQz;;c^vNklxlD;qMXEaM~jfd_vHPqKd-TGd6L& zIU@3`zt(kPR=gA7_H3$=mYjfibAOrz(@AHI6L4k=7OksrG^Hc18@8z^VrL6U4=oS+ z&43}g_-AtfS--wNN085PXXh7>uUN1H?gHfh^8XcK5+VKdKhgP42ccvybX{6ZJ=pFo z=q5<}n}}%*dySAa*rTlJJNSlFLDQL73RD7e#mEGe#;p(`lsUxSkzFx5o&*_E=qvRYvZZ7?(C>JIA2k zdSe}Zm335z2-ZY6^;}_`a?2wk(ld6pJy#Q6QW=pR3Sku>K)0wSvI-etc*XYIGId4>(5^L(r^_pBVy=i99p8FTUCf;E3D!9Q(Q{U28u4bE`MPlIN zq`Sjyr53@&UKo4gB;y z^HJ07{w#DC76qeA|47f#1c%Zq@l~C8Hu1eNhGKdj<(za#z*?idR{n(d5wB}73`M6+3(WwOY~V2{U(>{D@53yO8F%Xl#QmiE_FXBe zfO%S)?`mtS0;ZjRKyv=%H>`fBDsW4-wf75G+cJ<{;GP<5?6T?`CWI>KZp4lf&uKyc zOw6Tp57T%0FJR1fMbK#D9>b2(bA9VuLcWjh_vokgx8v!yJ8C6{r8fTJ9T9^3r_XeLVgdsVlzJ>09ja@h}uFo;}H_$y- zgb=98S)nOwb1-t}OBj+6s(h$kH$}h0%8P<)An7~Q8u=Eu&MqZz&|HkNzQct3W`ln6 zQGb-4QfZkKv^@5l=d&xb6Pmvae6d8ig1y1+BJ6pM7}WM#th{_f8nmM+Q%f}S(^J`` zNuK;MQ@{gkQ5DUZXP)vMF{2vpT)!NGs6tteGb#(b2CTmIwnk#VysG}L)C$s;>*~m< z{iEWgXkC0&eN#mD!fk-%C2_~!L& zCTu|y21Mw7xn!`NFSdL|8^($mA>i9Xb({}s5U>0+(WTZkLtSz@os4+SU*H2ina?01 zHY)x!RC)4bIF(nBDolxpFjJ&G1l^JPbbTu7PMP#V{(18zU3~{qM@QEn672cLZ9*bu zoGR;SDvD6|=*W!Pm8mgfoAz`4b6BW|*blMr|MY_qn0XfhES{Z@N${ruev%M%ad*fN7u z-P|S;-*d>e;wKZ7iD(fRp(<`8_BD(nP>7knvkO^Xf=j9mwRkwN$uGJ^*!vpK5jt1> z>uPJ>aKX*(rt8!F9yb4{K_>n^3%^_xPBWbAIc>gglshV>m$@rW7{$TyqCShyz8Xi1 z*nKs61YRT30i>&FroOg&o_@k6&3n$ny4bfq%!NV{ZESK>s)=Uywv0H5De6`{;K3!+ z7=7%W?W1@p5Yba{*S_a=S1`-sx|Rg`P^tGm=uHfC%_N>~TF2ZVpB`WX;2 zrXIRGS7Y^)lhwNS98KQo-@?u8{$hyK_e@v?@!MP!+FwyqOZCsVihECA|9jYk`o=WETi zT#!u42P&W;Jx7KNI&9(V0|i@C+=SvS#_1>Hh+O)i`%^NG7?}Gcsr#$&kszxl0imxBZb2u z|8Ur*1$}g0QnA6B%KIVe+3*R4=0H{%N^(}wX3;3jg!06R_WWtU;fXnow+OsOWWpwlc0TDAByz%_E$#|ISZ!nZ zqWH+ktgy+o{5n8}uEO;%H7Pn3nIT+Je~u`BZp9~yOC~iD1fT4Y<@ktGLiRqTrQ-a2 zB+_l2L0wa}GK3%F9#bJy7f-<3}hpt}+y3o8Zz_Yp=+uG=;C2-{wz z{`OT|U$7TyznmRO-O-d#Trf>V2d-$g67>AQ?!XSg;?EJnHlEkO`x@yh+F0>9e{sHo zSwA^Z&{qddmC_D6B0fwAQPxrQ*Cj7RL)&`kjqhB*ax&tR{QytBKzqM7Vq>IU{Zmhs z5uDxEeC7Puusw&7zC)(Lntu@bN17XF_e_D!+8yeFS1#0$^g>)Xj=`OIz==>{^RUC!k4p%Erm^N;d*zK^=+ z9wSnBqjQ>_I}_Nd#v?~3PY!i%s=yr?x=d&SbH#p*qV#MY4u+uS%s<-Ky!MNa{*_t- z-Jo5JrcJTtaf5-+VVbh^JiHecn)00VVG5!84bY1{y~>peupV1awhFW%T6Y6ZWs6)S?@>G0BsMaG^_em67X(!uO~G zM4rix#|UCk{O|3bcAv4uVK1)baPE(dZWWb zD@i`tr&&R-Zx_!ZwF(u}+q_#scJ)rDrqsgnS#J&?(hXE92D3_h(zQ0tKj8XV9Nl+i zp$PKao}Q02u|l8Do;hkm<~k32M*Th1t~2mA&+it_2;X1zNYK zdgJV1nAi<#*bUY&qf|P7eQ-VJZxMKn5X9I&JWPm=K#hUW*gn^10bv8>v!sKepygE0 zaUt#hy)<$#Hsxcm*9f@1McDfqr2ujFJ|u_N-lwXXd&{J+ftjl+&lusa5q4WQkT(b6 z9hAqX>Ol7qF}st=D%Hs4`lm|ZfAwsB+-y=eJ+=3FoiOOg;pm~%|6UM8H8~TLi0A3s zeFUlTZAd1N-quruy{%!duVRGfZz$Jwi#gBtt^4vUCz8NyHq8v=+@lVuzANK7#n2r+ z>dz}LobsT{D$V3o=$(p21l(RCjBW0yC+&(u={@=q9+ld|yXUkQKl>#jL}!(a4$+wD zijPN))(|R1J7bx2jH<6KcU1T)=Z-pi*V?3O4W#eTuC89USkt%*5#~=?-*()%6Ta|Q z;?53+-;Q7ZZhVg~M|?NT=5OlFzdo~U&T`9&i{|Kx2dee^tqIhi`{i=>eLF^=bib~@ zoDIVY7yXaIuU|eiU6cAYqRr;HR!9A|c#QD>6k*$J{?9g6N#|Fdf=@<0g_}1A?h$6) z0X4pr<11$}xCWAJOSGU#oAMz7|Njxj5y%bdHaT8|#{XkPYs=C5@Nk*o9$Q0HbqxGX zguh1Upk#Ba*pQ*84?Hcl8mL-~btXt{P3xD`QiIjdV)Mf(eJQ9a;6Y(^;%ZMR1yhhL z&eL|StY1DzCk&s3q89Bu&%KFwS%b0XK2CXzJh_^JfAQu?i(uyjum^;zFHa(v%eB1s z*CliGM2&c#S%iDKCtY?@<}i|b9n}h`%Y7RGvt1?8!koKwN6$XL4b86nf<;xMu=wKS z3~xOY5bna-oUkkTA{$fZ=GtZKv&z5iX+HJG#NQO9NKRJpjfvrvf27L$q5NAHh4xeP zLNLaerfD0?#(6Gg>ZFK1p?QcfJ#_d+{(fWDSUCt!SHOM#P#M`251NlvW9NSZ;T|>t z9SJFX!X@Mk>?lS9P4HAL8gYEFuQ|3X2gxDZu;IuMdG{lwOy2s+;Wl_!+-3vMzoC0Z&aK7Ey7|5+ zx=#JRwWiPSr*zON8~2d&R1{;weLh6k+ZrA=5{fS@!LXW(os)tLYuuf4Cr|Gett*ka z!<8NnzwNd6(d#JJZ{0R^LUG4leM=sid#m`WtKbH+A-m}LI@M9-;=U<^jS*ZBjuGGY zSIGhY@2h*z`F@H>{Q5)0^BU}$fX>tbGan}hb_DynbT_&y!Ykqq59h~vKEBKQ8vB&z zWb8)DNpA|6;9TmvAtBinl27TgX{V=W+vt_%}AERrj zaW1t^{-d4zRpq1`^g^9!4df=?3xbkA^O9XWPeek28{`gB=||5(I<=8$zPOmhd0H^W zao;x4$N@|H|2X@$B-xSO$p2bJF9C$P(OCQ6*rV0=6jy(V{EJ}B7c!qRHxNm z^U7tNaw#fV8)j#ydgp(D{S5j%8_ucJjRmbIPsl-g_haLs7pfYouG2OGeI_uirN z`r^BIvXI7JJ6G+eic0Hzyhf&VK2{XZ(Vu&|uZm%h`mOG|chXaZmt&J1l=+Nvi2t1GzV#oJsdwVoOJit1~l^Oie_ zDQh~BsDZ@!P{HSqey$uU-n?CCUino)ECQYak{eFEmDoJXy}b3`D(v$b?YU((1J*PW zob-KcE}Gt)j?_ynahTQPYB%o1qffg2V}*TQV{(i==*#69`Qja@R#WrJermieMmA+V zMd#!G>mD`a;3Xs8U0j>G!?If@<-saXu_1~ko+>S4Xx$T54PZ-B6kd+HuF#n0{aHUB z-??64Ulpf)UjuRC!=|&KiNrOeWu*fZOLWVFh+TLQiH?fndi7HFQ4u=ei&M;q?35^+ z@*Tuglu_Dq(~4SCq&`&GN5%PB0ewzMhf`eq%GBB1k%66`Y~2a#eAEFiT*{p%nyOx4 zHw)ZZM>}`)eqYWU*CO?TC>N66YokQ2uU4GrYUyI2wA*|cIIi$A6gc4SHZQ^FtHSp>eR zIVy+uMtW96LY={x#fVeb|8U#_uN zm|nvsuEIJpg49okwO>E_@tP!F`@UbOCOm9F1IvLb=h>}Kb~!gJ&Zc*L zrF6lunIzuF^Wiom6xng~&%zjslo-{>kVfxkQBliaH&sb%HRr2U- zMee<@HhCvS`>lEZ_s;smgf~aLo3jt4V_%zpp19~&oqdtxntyzf{=&|1~_`nm?{2oP#Y7DIxiJ?nHA7%ZJ22x zOrzBGUY~UbkUWF8isuA&sz_{?y-aE@rkK(-qAcfU1uHO3*-$ZE8T4XD;Yj4%qF!0~ zmD*Y;@BZ0Q{Jk$kOcL1(8iag1s}|QgB#4nq#$lV9)42gZBF|-yOi<^@hL6lK3OspK z*Iu3Bt@6AmVyY%km(tRnT7<;YTZ!DbD!24dJW-ctoWD`f6LPf&S7iA8{%UMmZ{IC<>3lOx?+>7FYd z+_Z{$@xyd8YYE$ciJ$aS#hW{FpNv4+KR`MhuE$g|{SIroMjF5h!yU!{u+53n3;9mb zi2A^158rc}B>VbgUQVv6fo@3FVtqY1MMH4Q{L`FC4(YXrcR#e|%~{ZO=9vmRN9!Dq zI!5OyY2rA0VOzw}?aDUp*nH0@BVAGm+zAh2wa#^igx zo*>AZt#3ocNO(RUcPDslE;JAhiH-aZXVeMD=xyuBCrF-;!Cg#FujiSoR4v%#Qgle7 z0S52mtCELiq$bUfkZD=*u<~!K@4ijB=I*BXb30=Oq?_-4N=G&^{G6gAy++VsPUHkS@VgKbCTZP${d647_jI2FcE6YC!u|(3kj;7#_QzK-) zPmC%T)=giN84*l3;Ld~1N4XS3tz*jrtzN^eX{*8h4p&#`#wQhnkTGk3-|D%7fzO9) z;QJa1hBhSzAj;T>3Vc@>?S!;ylX?<#kEb4&CyD;Ri1@C64J@RKy(xn&=iUDl#ZR`H zBz85JI;3h|bf!{sJDZyK6}iOysVh?R*X2}i8J=B^={c=wleN5PkO!iFRrqHGXy$2> z4OS-$R7lxHoGVB-KD!d%bB|M2ZF-VVo}Kto`}jU-2A!j>J)87awxy52)qMmAr6t&* zY0cw=vsWBi!7f%~h2i@e_Wf7hD+r_Ca=lVF58nL#F$H2Enh^|dL+7&SObho+tNiKU z){{rw*&nxS@T@%UG62^{hFN9knsEYZW#}dkN*zKj^8Y}NtA&rt?4NA+0pDG{${Xq$ z8D=P|vf^kPQ&9`~{5K%2Zlqob6UqBsMBXf!1z8oUwdpo%r87>GaxN-^DPD^T&A{~POs$yZ>+wS-ZCrP zSOC!&X1Si)Fa;FuSA19IvamYNYdrl}v0cNsBIJvUiiQW(GXduRG=l0j(?Xq*GwtTS zH^=S@7>?w1nt!gak89ZHUny@n!3*2OD%}b+6|(sJ{!sxI#xif*$&0Z-gWq=Y3^i%I zJc`0$Llypo6}GJBv!0JX7YRH1Td8g*u%4T6@9L0gHAXK+=d*uYsh)uoBt`|eCs=Y8nI%`9eu3u zh4Hoto+~Ep$Dq%)oQhH~_0i}1C(qV+wfyB%^h@6S^2J{*)3r0)Go8|49~Dk#_u6kM zF&NWbKkBLb;X#UlRY%^>$bF?_RXpSTQ|6=c4E!Hr=$(qg^ht9i1}i0E*6`LxYb+$< zI9tysQXTs*3U)daJ?4O!68|62! zGx}9R@l>?ST#OQ7y{Q*|ha?ik&zLvv9$GJ}*seW6Xt5az`QGNYk148`kryM%y`iy> zm(z2j!!$p~^N~~2E6(q0+>Vdd6UgfP;+f218$X%v*jt6YSI9dlsx(Jsfv5M+@1O=_ zzt4ullqXXia)?t?>RMn-x1|b6(48xcd^fPA%Q>O=EA}^^1 zPX}-8i&8}5hG|j_bI)CoZ}s|J>*+I>1>|tpp2EXOdk;N}wRMcWj~j1G+1TKtczfqy z;+SGDjwzd)R{Zvk%s18b)asvqbvGpv{v*T_J4ZJe!4pj`bRQtx*&17pL+nJ~aO1rW)3Drg(_45hm8#}Wc zTXr1hMLRJ>l5*9Y(Syh4?-k2}^z|A;1s|k2t<$zlt{ca7;iX{kfq$9sf?RoWc0e3O zXcyeh$VGAXV(S~9fRAL)rF!A$9wHzH05Meg8LKHE2)BVSsbek7w2SlH72Nie49BPB zpIBBq9Yj9jPkl(ko1 z+N*ac%cvwY@1y?3V-}6bjO~-6U{qB)HdKwC)0L0`Uz)lDp5eHWCU^I@gl5JnrzTT( z()b+nG@;1H;xmzxGa6PuR=AK7=Zg1hG~H_{%IZwW#6NG@wFc&YTpe`+&l*b-a!w3H zVlCAvnk$rt;+n?D`C`AOIq#a71Jv3kont7tGh?VtnoA+$ffu4riogikmSdF&ny}QE z+fxY-_^R-7vjA*Fi{Znm@v8TM*bF;gTbKy%75g=eE0Al6OS&91<8WjD{F0(Qu+Q@H)kF!P;H*m@t@HzwS`N$BC^QE67 zc6Id~byF1XFI7r|62?Z~)<8N7;RxhxjRJ5r>B_fv-_#ws`21L1FdFwf zaR+=?*n0&vu-=}+%&hm~W;Y&eCMY`zas0t$WXOySdnr#f`mr#8!)q#ryV~Q%#ZZ3j>yQ#*@pZmrxcwv3_Iza@6_}<42to`R3M$#QL_A zR_<$@Ga^nUtbbt++VAEuL+81B|2%h>B6e-s?$~KLgfy~4rSI*TAo-@db&^N zIsACNJI@uCxlMF_+1PShZz-y@@c!|g;f}&`UMk43&3$11#EGw<%(kvm3Uk+cxc0c; z6}j)z>EzEcBmI*f7yvi>Cu}yiR9PsOwha15pPJ_<=xFXshj{SqR;3S9;rHwKaC`K5ai z)hwC%(=ur73Y^$sg6&{*=E^=WEAK zNQ`cA8YtF{^dEDD%aS`+d|ZQnNPpleur~Ig!fneaJ2I3@lY4wrVw5IDI~1>bN`CZh zZz#8UcJdWQL{2o**Sh7u@brG?ICFCG-}8x`ftaiIEg5~SpeKlZ@|-GYV&xrofUrAs zP0r(JJ;_@i6b!`j8rM}DtURFe*)^cFNPjvo;>?HcsPe?S(ipAOsat{} zO6li)UKtb6@=#5mmBwNeWr|Uv^ig>@_5+=Jj1|K*j4R?%vYo47sY&F~iF$XeU7h{L zdH2|zpPnmRct>-^b`9eS(3o(ppz|DghbfcEmnS4to1i`d=sR+=X^-w zMay2Gv)Gmy%To<}SJ+1dsADtr%pjF7y0cG(az)-+HFd;>l8*khVjWV4E|~QVp4jI( zC}iX~|4WWKC-s(-FC11|>Obr{x=mY){@!VfDJ1*A3 zheS54Ge2X}VD@0Bf6FaenQqj@C!0afKv&hUyBK^&6zi-$IzGA}tgjXRSrPjddT;6V zHl%6!(UV#5_f`s(t#Q6_BUk=W;r3Bs{&fwv@>}klnsO#xXH)mxK{uRA!oH#Tj(Y0V zqYJj{C4EqOOTuyX_NsJ-u|gr<}L;RNG;;{D$&mIPP z(u$n-%3JgP-a5_Jit2`zE2_$+oo9faPw4Z^0z-v;R`j_C{o!k7$pd)`WbA@n6K*St z=H5UGZpYr^UfjX*xCt$Dy7T zLGRCTPF(!*r-RKC?-)~3&bvH?7p-HGQgod>&km*=#uHBddwa&z>G|(~oqX*8|G880 zd;UW1x4YvKPv4HlWJ+IvpZwmpHsK*txO_-@o+p$M0r3&YlV=M>5QnmjE$8}HuAwY< zpFJa$eVns*IJk$o|6i((!p*k5`>uYle4dk@|B7klZQL~A;<3{&rWV?{+=%K5%YmMEy`2@)Pk%`1;;V%RCZcS^}$cg{E6xNxEd(~d1NLGc5cCTy9H%O&8e z!alFzg5v*L|K%3b&27-(1iMr`R39tswZcBHk?9>5I)2I?5f2Efw;dVk-Qkr)BFrv% zJ~A1uXt3VrVtf$?eC-uOXRnGPow-1{I@enT8i`tAX8tcQJ7 z*!MNwE7V==ciStSRtHV$E!FdSG;V}sJ9!$P8{~J%c9oy?%WXheoSv~uPvTB}kWXi^ zT5{MmQanQ~l?O!;fIZzY4D2w1zByOaH#aR)F3VGeC+h!F@pTOl;`(q6x6f<%_ccDg zt^5u>O|3F9;_RU-ZeoswvHFqk{^mBX70f*O;q0)7iUsqiTT(eLsasO(=o80vkk6Iv z>Zf=co+}8ZGx2qb6@+?i->3I^_P|F4#bnx^SCF}0hq`*Pu0Sayswg9W{`U&P$2tr8 z#xAnCXuJz?@lFJ-r*?TDS4r;a3}&aSG~{fk)6)UfoNJrQNbdV4&Kpf1<(~dh*M@%(Q^oV7*+gSlT$O#4=0y~3Aj(HkEI<$hbdK6D?n z(%@anbF7H){2b2}KKV+fT)k!m7@rRqr`*M%S>0ZZ)achd)%f#v5j3#%{2&*atLO0% zQ^m{r2TwjV@7F*%9161>s-a2!%hlEoFZS`#aLZJaF4T#jhh!qaHeSx4^t+jmGFG1| zOoa!UEa{m&X&xs&m*<1$*<)T(Y0dFo0r)h*1JY>`80T|bF}r6|#T||EQt{?rxH-19 zzR>?rjXzeWXD{Htb037y3M+TQjv161eN^aXALOIYW@P?2dk|>~GkY=qmkR4|b|T8; znsD?xhF~HP4(!m>zgj>1y+Re-7p?2T4=VMOqSoMyR50+yf90>q|H(&8x}1YlCE;Iq zZTc7FL=#@*(rb2)s(#G2WH`Z3Un;(?aqkj)mlMM-QtC8^GOr|~=R^Za4lEy%HcKj} zR(o)=aXRl`P4(=R?!rO5?131+ccxWr9a}^$a3ZYmK64cf6u)^99A%jNQ%N^ab}97T zU(5XX?t{66#`-9a757v>oSx)-HkHj(@$9IR754d8KCf|pUL!PCa!(K9AU>yM1@iP0 z@d&N^+?c~?F7Jo1v2d{3*0lkvOLKysa^ zzfgWq`NHvqr?bcTSs^uZ#rbiK^Xqd2^n8t61xsDQq~=H`o6KJD&2ie3sdD4VK4rHw z&ro~v3>`eG(m3$^cpIK8j^8VR+VX?_yCLe196luElLyIbjI%mO{njSUYfk7aO`wE_ zcz}NbI=hB*cJAsZKV_W+L}%bNt!7Rhz`4XZVd(m7|9TrvW2~=fiPNoA&>rJi(3`0I}qM(U>vJtM>! zcX+CB1*KVYcK`a-YirKg)N4OgKvKJ&P)UESpcJdVS|W2sCdO_cB<|wxpuQWVIDAU! z{&y3-`_pkpt_pij`i^UO0g$t5kt}zJheEbqKN4fL<726@+VvjD>3wJu;&tCSHG-c$ zYwy!&u}xMr$4VWRxgrP!mp2z0V=d3}=ij;bal-j~)^9&Y?AkY^oI~GR(rTy*i?eGf zd$LxH3r#P^y7``V6C#NpD)7z!qr3G&5AN#NPu+3o?V*x+Cb8PWe%Ry}~{#9%ghlLsQ4qX@10VEIcyVDal8s ziu1B94k4U#Mk~4QK*`3Y32&WEX~J9Qq;q74SsUL^74~tB^S@Ml{gtFbx_A9cxQtAF zVY0%(eoC4y*K!hrNZnXS<#6cR+~c>3lHGA#oTx-OZOWzHQ)Vplfev9J941_RRHg`5 z@YxiMUNx?@BN6BBQ$q>cUaJ)E9w6n?NnQRmC}d2i8Dj;wa}#F_JF0a;q`9ng?Y9{3P?f&x~%RCu=9|PMqH73Vc>n z&e`qdvU`Q2A!h8D0@izEiOg@S+xn{bx(1I?i4F z5JWK&?aCjwUICfD)su|Cq&sKAURdF{hbo*jaW`eMT6)Y0*`=su3PUj^W!k61A+hB) zkIa*}EU}QQV+tzQ{C2W=c;{UCm(ugYoOFE875-Tq%xr&HLoN+&teZ z{6ADs26vx$(=V5!)6t6&6e21P{iaEg`L{?V z#zzIPXOhR9Fq!2^OF77e*EoCfqk{h|VQg@Ai{9phYbo^dWriH7QC7Z7go60Bj+2oqmpz=l6UUxC#~qUyRX7Q`3)_d0X>~Ty!E#oDBVrJ zD!|`=st}tR*q}{-cr#3#3BKcn8T{6^_LKUf&OJBD@wOfN^!o|I((#2JbM%;@4=Nrr zV4tf$Hp4MYyv+^Av=qnY2+$$Tm*fJ5;W!O0QZ2lFzR~S1YbT39t zh*6K-{54qD=!|WF_H1Klt8u?TIe7O>=6B*Jmw%AkfLaq1vSpJ7t_#gef(_dHQPp}J zbslSc%L5}{YS0oZhEm3Rj}`u2;ly;?9Al}whz}AntNrdpL{D0!D(9VYiqLS}!O@TB$nO>5m($ewd8+wY?XK>(2l3X5 z$;8;_QSqiVue>lisu75Lc^R>;KaYHv1j#+OH6bY=!6Zxp0-Sa*Ip ze`pPNJk0mY>gKs(yM{?c!P=5uT9~xhZ9U|h((hu2w}gjuD(Ppjt1xKg2#`xNkSV(^ zpuFToSH|I(BjM}cGs`A2KmJj?sHvaww>@f=_8&U^i@Jp?TzGo)SJLOoJ}ds~HGbPV zmcO`aMRA$>u{B)k{~o!EXD6q1+!Ea5_BE*PqnvQo`PM%x3NjPdriG^>-6IB3JB-Uky9smf>A0bF=ImuX218 zw>%F~OY7>?#KZrj}4&!wl>B8&6l)bh@N2oeZ=3+5jX-pND^g)<- zLSo}MyOrBoW~ZTH7a+ISmfTY_zDhJ`o{*-Au;<9@JL$LWy(NK&KO*663SHE${$Al2 zUA=T_UVCLzqX#n-bZ{vB3&c0j3qzc8?=w&M+}}#dzuj>dPaev%X2e%U$g^g|nHAnD zj$YxFusyr1=7^^EmW%1;l~vN_gt6aN#*n-(;ok57@jwp0_sjXNY`f~Fko$}J;_pw8 z^)&fn-832!??Aqs=u6tN6Nx06ATediy%Hqt;$gXIrPq$S+Tcp@%W{0LbYIrVPyV zkxl=gqp$1fOY5bg=$~}uojAJ`iMzV+9c)hx#pY4)Ga!XT59_TH=HAxU3i$yU&Iip6OJjL4v92BKnlv)DWzP}{lKTg2sSH<~#jeQr(P@VH#n-CSgW)>Zj&UuuyFq0b& zh`FJ@wBU}d)(^rQna$u|6~0y2XT|nc_Ivuf?#G!Et0J*$USqj=qUS~?bn8DM2S2t< zj6Ee&GBE!n1x~vuT2kJ|0JwiS^`(uuc_j&4JKF_b{2*_RTs<|z-z)610t^K=@31&W zxs|6%XPH>J6%70Bjnb$7_L}s!ggBS3q}clG#^+Nemy?@TIXF`S(+p zm?MSSqqC5#(kaEq=%_QEcvJT51qe#}Tu}o}?~L6LX-$T9Tbp{pWxnsP75-U4>zJcWco!bzC12?JTSBg~#kgFi#5#?< zR6Q97w5599KIuiXMmMEX3KtH0#yyrO8i!R-Ly}YM0pmGzMTR|~I__qfHb1Y=SV`roN_A1vV#%LX) zON!YmD$53g5~CQZ_h;k2FuSc{$z#uJth|DB2lCyuiJ{=Wn^yAqzc!86j?$j7@<&o0 z23O*a^HWEE<(%fnKP%Ro-S()XhD%N1zunVYzYk{NbsoKwHgf0GMBa%ZfxLElCHw=X zE)t>{aY=%IsQA2w;eWUWgBR3~O}{>K6|T*5nDaeW=2G*gi#}Noz#Z%JoLFJcc`sBl zu}@YUUPc^6qm%pSE*560OG`YjQpve8xgTzkvo9wr&7mTo8Q{6eXJTZQ1#kiQjV<$~kLFE(GJwtYq`T$_lN{E8{wEo z`Zfh*UrBv$52#8nG~SzIn~@Ou?msZ5-K1||D%*6%x5ynjk>DK&o=ixv{%P`b6GyJO z!oIKZRq@An@YW|cT*_e|7504%`>3%0@;Tls+=Jr&Sn=;H`n7_G_nUGFUQhCB@~_RC zaw%i8)j3FgEhh`lC);Oyj2=FMQdO5H_=KBt3c7te6c zllEdIy%yHHM1;TipW zi}3#Gj5}qhdUZKh!?x)B@?P;G+Z$DiL&}=)9f2>@ z8ruX9p7@8~oSHt_LJA^l%B{_MrL{*(7N z>a?%-c6D3lSH<~R@%c&Z^OL@=ANg0lzwP<;ZNKj6$#2y0m}u}`aeh|#Fe_l@F#Hkg z^P7#`@MQJ+#j6GnckEm8U~`1o6H!7lQmm0l30lIW<|R)I0PJ4!g2Om@%xnoDi?QoN zrm#m4@6S4esO#)Oynr7D@p&yQKCXI}AH6eJ8FuNV=!W?$hT$v*c*7m6uOF*P^GAf_ z{@E%8ARD1`Pm`DM^vzen>6g1&Qm>an*Et_q{DYW*xVcteNvUy7>23}o=`H8)6(p`T zpJ%TSmX>e>^$es8Gj;?;*{}-!;hL7UV{BJG-_!-$J~f9ct}Tr2nrfi(EC4%ZZ#j43 zf~r%Rq1?rmr&~)5mbalRg*_RnoRACE-V-C@p6|QA_~nENt>!m0)pPexruPjLBA^W;22w|n~viK2yh@#Bq4^6j)_4j42 z;KXrO#k*0mq*>$TG*kiW-EU|QD2w9eYY)1UP)-|3nsvGo?l0i=<0+poOjnJbATXzf zQ0wkD{>R34Hh>u2_sP1$cZ@z)+{5IzEu97LFX*d-5!?2)!apm>*P7X3p?-pw^6|L> zkbhzq8jCy}5K9dMy8|Q|z^>B@<+MLdB$^ui!8tA-_G{}5$_L)k;luUpA-O!(-A;_O z_h5)^P)?(MI_-msW8}qUL7U!t&0fjqO7_ZhY(p`Lhnc5WkddH0!ef&`am#B=M{*pt zvu-H8)COLTt#JpM3Vf`%5#NTx&~~8A;Z$K=HJ=ri03#(Ad8(X&25u*wJiu24J}NksT29eWzb)I)4PXAwKg$Cu6?5H%m(RCG4!XZK`Aaq2 zAq+Vh!pdr}^rxdHx8)?V>#S#9qc^<=q36qmS6zy%v@7ow`K-G-_?Kr_%+{VNN?~V> zxsxhA0^#Ng)cfMr6?U$!O+#9ERB?| zmfLIS1CA}L#MyWBqryI~k$@XG&ohsnoEh7kp4~T>5nAb5<}~TWY}1Qzx21hDN{8c+ z`&>BxTDZCrqbXBBSrmKTtA$Ryjd*2sz~)2Zo9{WfiC^-pAJtu|uQe;leRXmC1iA2n zD|@Rmb8L9ULEs}oApde5!4?S3?eLx9su zBLj2e)4?j8;n=1c7CxJK2D&@5U8zHinTHA#U&`orx$<-!bC1?L82hl^kMz#$imv3D z$A(nJYgz?l-_M-Y%+0gz`UZB2znYTV*?-Kj?)p>C`?Ay0G{&?^qV4-7ua1$kEg{-lvx{ zhkVMYm54s~Aqj&MfMmtA|d!>8oJti-LEgNjPBXg#3{`?@+$pssarxUfS zw>K&f)$D@*@5xXPMALKB=AfJX^}44w&k@@`7l~VV@`rI)&nOdBS~05DQ!lu7>BK=O z%k8yi4YghjW;RtR{6n(9Be~d`YH=ZGmG#`X3dy+&Mf+ogBwomDEm7J8$CVM`bkZ8I z@vAn_V0JYxXc|IL?)~3aQr;({8;9a_w1%|QjH$~xX*&B@@o^1J-k2-w^K<-%YpkCR zol|4!KIhb-5Ml(;zxbY_8k~rl6JE-hsQo3~xHe}n7vu`+UYVNTNHW?T$*+_F$2Hb- ziasg2S1D)vvF0&zPerw-pDOJ88un3PU!UWC^>bG6q+Fu+Ou5Cp1|9m|Qr5sieUELj zO6uB}B|TTz=QV6coP!~PV3}aRq`4w2{-;w?dUjEyw486r%>tQP*RrrYQ|+_KS7sM+ zCf+N~?`xc|717Q73bM(`UuMrL&SD>9LRi;bl^i_VI1?}j&rLR|KXOAGioX)J z`IbW6JPFBjG=AY_p?3Lr*2y=}_atXd{;DneDapw83GV{O5V{i(hS)TC=?Cl9oxq*v z$U+FBKIrf3qTb5OeR$UIc_qrBOh0L0j!X`_u&YU%igT#2|58DJXR1JEKdEP^3DTRw z*K<^aoSzlzxqq&pX(ViPX{PQ1jKc`0#;QZPpqj*--{v8Sxz>Tx-RG%E+jPTH$XUT< zThc^il-2yMPV<>sUJg`A0NH$t>!fu|vsW1T(>+)C|5jo8S2(px)*yFrp%GQZj+5cnpp< zU9s{Tr`Pm+^p!uxRnw&^Y^8PS64RHSLQ$Swic)sVL((QstJOV<&z0Wh9+$BD;{1I#;A33v%r=JyRCHOTK%wUm$!a`$DFH?PR}wK`aKyh z+;6UpGLQY_=wI@%S z_7Bc(N!00n=chR#b0(hL#oW^0(wcMJRrJzyv$*89tvAZa6_C&k$@9$rannYY8huTg zFKqo-c8({VPkeG%t^>_^^WvzFg*M#{`Euk<>LdAYsv6I7ETOVH7FMTjfgrK8qZYtZa8 zkaP6ccRR=uQ;>9{aK9;4Rc?<%u^udFvdxQ#x}k%xPt3xe8luJz_o4 z5l*@HZ3Z0p;&Oa+Oc~t4`R066gL+lCrXqxmD2DkytMtf+wX}eb+9s@L=v56?Grn34 z$&*PFFJObRep&nfgwEyK**}yD`Cj3*7Cv8tEJcJ-6^`WitRT*&O9qt%=4h4h(6g_J zsq$H|UBjee9aFllAX@`sbh~Q2-D{GFQOQMK6`-t=Yrrk<2jOg;W5fAx%FeYpUmN|l zl|tm2%4F&}?7*ZIHQG*@_em}i>tWLg&Cyo}#OUW3GTW?JH{IuI@f{@hzM~4xOxfoO z{BISef5nJRDf1`?y;0#W)ir1JM!i*3a-iZLEdjM8Kaka-975hJ#J7hhMNS;F{k`qy z%4l-7lf`B(-}DTsmH*eX4uT zsy`@Gasdux!uO=jayPxLWF8cU#yPylp0t_1qpNZ19Z%LY*Qug5Q%z?GZwCBOG*DHPqo3zGb_8dxyCf#3CilLbeT+(%6Pzypo!%Fn zobmec>Ouo{DtW2cuVJ4Rat-1*SB7rR2~AQVRX@k6ka<7gx>s6EdFqHW^Itw!YUG-rx!cDV3W!H zC6k?e%b&B-H@G!5N1`mn`t2GT&eJmcsIbp#tiSoYR<_1N$(_&x5j)!{8qfNd1!W}u zfkSzH>u44y&nHI=_xk1B_lZO)Q=GHW5AO*=NWQk|nXm?Q)Sotvz(NSi7j8K$caI3v z+wfAMgx%)ukx9LP=0($h#)BP}87R>wlb0)sg~U&xYVbB1x4pVI!?y2VaD zxxB{*ol-Myt=GeTn?{?7Yv%^~ZIH>gSHI!X$>sH8-K=w>Y+p!}vMWbNI9&&E)*7 zSZL3&O})wq{C*d-;?Rl``t6)ePmk{IRH(5k+$Wiy2yE zTiYG{y>#L)6|T1fojq8*;HHs?kLT=2-rV>?u=GPiuf_}Z?1HO8S8XT0l-JoCgJbN3 zDN*b_C?%q&%KGvgPF32~ewXsOT0HvB5Fr!}q2IL5qc2r!5#1guKCWS36;H^72Lbsf z$I@5ND?lKuWOUVZuc4gwC&x$7Q<%}CuHI12O5vA^4=!9&KN-7NrTVEd(b=RFf z=#x|Y=QZr3!v4$Wc&|XN$&VF4dWFvw;)KP{3v@Q+mt7{B_igALR^dt8$|~{29Nu&m z;3;4{L82vgk6owJls~7VXyNvd&hxzjx`~e!AJ<5%?CMC3IQnGqcjeN`;l{+xUN_v`WpBo%g(h?En47NGhaCY3n5?jg)VEk=O&$sD(eU`6e*S!*VRJ>l# zO%HT7U)r(aoIXdt##aSUD7RnJ8R+i1-YP%_WDgbgAFlEBIgDIJI?CeC$;Ie>kY%2D zGRyZwX_LA74R$q6qDy-Ezdx~ecS5jd=u?H2$X9f0$+=4W?ZVLY*;<40sD*3Gzuhw0 z2Y%r=OFE4C+L&`BP}l{poy_fV&L&N_0=Mqf>B^_`_Ez3go{A~}DIn5Bp%ix8zMubC zSrpgimP9BV&{&K_QDpwW}MY=~EYsrO@>~GnT$fEXlv4!fq)X&9+n(;(mEC zPDz~)YdG%a*(H3b#)HieW+P3&VRN1*(wm`UIiZ&Y&9hr7wUgV)Bljz^<2)v-RxAHS zJ)KKGc39)DgVHIlhL5??*~8K{vb$InLnO61=$azXRD*M@E+fZjB=N%gZyOAN8m@?I z0w!h}sJXmP4$y7L113@2Q9&=M|>8a6i` zth^1Y>vQHiK-Tr_$6O|dy&Kij}0$H!!cnKfr0MJ6r`ygrz?)@2K7MKgV<0+M0w0_um~M& z=gQ{CcAmz5Y&S3d;XD`U==NQy$|k_tM0^+o9bP-RN(&ItoX2oX(Pv zQ&B8FjPU7puL`I}6OLkJl8(=X7wnlX_gV3A4P+NA>K2r4EkOfp>>qFJA8%Q{KD;k- zDga@9PFWPaqepX%Wc~+$)_*)#FtF+MHZbnsUlkR(rLJ#QS&PG&P#uOm=3Se%x;U(; zcj{o}K{7)f=^|mOZ$P0eo2T26axu@-y!LeW(?X81MD=7I?EM6lQW%qifB9SPY2mc1 zM_yy^$HE`iefG7!e}iBT`j#P+aL__~yof3d{o;w0ewU-Z-;X(CJ%X^78*l}zqdEG8 z8{c<@y;l?%0PET4%5xm@J;HDNfpM3KPd~A?PI{n~?}6eep|i0Uw>UTxK6NObJxu8rsg;~LoIL+_S02q;bpNP;yM0vH=QZF7Tbd1QIZuGqcivX2j&g!0di7M< zI34)MiehW3pFy2)KzjqahdVK4(Q~{l!)qTMFcDmppRlqU)-f+%>oROROjdsIntW~D z*7C)b6$X1ZPL3GeF*d((;6Wo-p_FZ&tGGD(So-2S-=lIXkUj{tTnGjW%6knb-=p$A zMczHiS79Zf8i397uNYOwHY1gUvom!6*$AJ;fP zD^hfFS@(4Fz&;mU`x4x;jJ|&wRZ@Jv2!lnXljM4u`3;cOp?k~miu=1Bf+yUv7Blh3 zbz?{Jzm@K{PG#FJ6pmP*u84rs zHJ)5GPB|mr`}i^F)?k7dPV7?n$dczbib)g41~iH>RgL@K>@j=FI=uRN`5&n6{r z%GFCb1}E@4SHoT_?s3D{HQp;Mhzu=Yk} zI`&(IzR2$te*`ZyoFA!?NL*!PcYwmL`P<%YIICNHJ7=5Z-nSWW4AY!g(38rS{P_>t zQr!X%`lIwt`UbE3Tljkg|EE14$jh}Ure40!PROOX`E6C!fRnwHX<}c_8Zq9}!aukt zX7->rSDsdJNClfxMXIN>G31QH-W?wN_2`g& zNXZ0w5ZUJbg3|EXXT{ew*3>Jei_O``DL?yu98PhtiyfI8R4)bh;J^*H?k0{@`;30$ znH68c17!e+?!@}3u^5O>+Ukx;moH09kRL0&co&@kkQ~MGbbG0=-GN&$lwH?YNxhKn zLXpi_`IUX#_J){Px$PC%q4*Ecifauz%DM%Sp{x2z?NDIEFgsND8mJ_l=f(>2?`zn5 z1)bEgY;;7@0LHqsomF>i$riJ_RJ#H&2K5IiZfm9$gEFoJJz` z$;GH5HYM-K-u3%D^X!NKbI-ZpvT@c}$R@AJg7uv#dfqyv^H%EA&v|sUVDhEH{bjqS zP0hjH`k~tQ)M*{KlIeNxvPiy&+s{Xb7}UL9Jtmo z^z5exXCGyU-Dd&H^!ro$O!$~l~^G^{?Mfl?$KwW2(5K}vHp zZ%v|;GKKRBK#tQ3z}{2cEZns2+F#i#e~t6BTN z_EUoNFBR3H|2DOci{g;p2JNMa^j&Y|iopY?r@vK9nV|Mr(f`WuoD!AoMK4AbGEbN* zw%#%h+CVBXo)VRorWyO(KnK|S?+Vn=)N*1k#soA{itPPpg4KI z8!sn(uHI&i)-+b9?MdIKor|5`=21ygf+$nWl_P+5T2sB))%fdfodHl|kMbP8Ha6vg zC6}^(=uj5)>OA-8SWY0D^=5mj7czs}(gUD(eFx8hn5cwfQpgw^VE$_I=yI;Tmx0CW zL+|=FPK}FewI@E7X+GEFUTGST+;Imqubba7vn>|>#&nBg3t^vKr$uK%n=&Ah7xIH< zBEk-bbWiKWbWs)w{)PLuUCh5U6!wm8tQBVR zAWEZNR$^FB{sLvD_-h3|D{3*p;KCbPzIT}gh9i!n!@ zVb!eQBDGKYKi+=9ke1{h9z6Dx?w$&HPg7Gf(zS2oka{0*1G~VkY=geTL0zvh-I3)bEP;I9?7>2SPQYDAiNNH8S8 zuyI+|$uo{~S4-HA50XlZt95;D`Z?;X^bdnhUOCM}no0S5zi9AIIp2O&oGCMFt~@an zoty<%A~FacQ+_f;H%}>5-W|Bhmv(peNTskzCM@khfK7<=$-fIFD-0Oh!YzwgZn5h& zuC?^I%DD4n?!>PzPI^b4t822Fs$H6#dFD1{7c7$ze%6!ZZ2L~=?0`vHz(ZC#rS5DD zv$Jt(<_i0$I6o_rW7K#C6Pw;=ITe!_9-0388GZ`B`DLc#qc*=B2{Eu3^lU+a{WS91>7kxM(%9KP{!smN}iw9SYNv-2>$xa?d`=xE7N~Cb?O#8r|7}dw1i@L~Ino+EaI2@*0PE)K!ds@Ovvgor@Ev zZyD{B7)*jgW~V!!ft<3h`@0|c*(n^EypO31cAdRCtH9ked!#$oJ2TxnixH~wy;1z* zR6Kd1#l%n@y()qwf0^d-#W%=Fz%}p;7H;X{Wzw-vS4Uxc@*FNSQ1FjBi5FPvXnG)! z(l5^=oiPLMJ|8Q-ui+T=K)&bB?iqIHj*Yh|F_0Qwipl(^4Msfuldt`*gZPEnpd53S z-uYSaaScF;pMs%)-Z||Yk7WE48~eC)m7-3G`!Vq!t514c=kK`*HYh>Wr`N4iHhI!it=F21i4}z^V}lQaq3g?u31_9r z=_CjdUfsBKIq}iAQ<85kG+s`NYbK5n%i(F{$V8AH7u|15=5vCc`{si8R`GR>f7k!A zG5YeQohu6BW#bOo?Yh+;Jp%`6`pV9(RGcgoo!x7 z$?hl{8garxv9jV2J#k0>K1TxtY{=2Pk&U;CyCZnL#^+zL|L|Ar{QMm6*Eqi`K0oRC z`8m$-?{a>9j&*!_tANu!-dqAg7i}zD8=Pyyi-0@n%vk30oSq2})!Eob;+=6IH7hLuB!8)mPy%N~e^a@Mt|Kw~~iV=avU-vSh-P{|pcX+Q50vY~k)D4=x?e4dZ zJVkrvByPX0`??=9as{_c$L@2}U*b86>zlYYh^wf3TR-@mEn;L`bGj`US!lo9@1NdUMdK3DT*-@o77YOoPAb&UIYAOwllI(tXIl1}GRIeXh;)>h{l)IAZ(bp`)Zg>gmX|MecXeDTRuRMzB{D*MM%!l1zPN{1Sq z^pY`CPV)SmrbC&ay52hj7uP18j5L?`*9!cniro+P&)t;W8Y_vFP6b|`kbHv}QH)%k zh;X{PC!~?8WVz3|W~0Y1hnkQo&mbAhMA@`thaE|+CDx5}YzHY}bI-ooqzH_DStk?d_(=5V@-`p_rW>+e6_ES8zC{YOD$V>$!R!L-qZ&4Dtn|w)r@j^nitj+vjCiFpz`DO>S1xr{ z=dY1oY;szRA#vuv_%vgwqnX)fuc(?fa~8F@4A*f*J}w zi94l-#l8Qvri#z=zNb@hb6KSoS2TFXQB=t0WV115Pzd~T6t<^Cw%3Z}_H16z9=IiV ziq#X@Oi)Qz-UZU<8|yr`W!QNrQ|QO{?QQV7>(|v>-n~3_6%*j|+$ncmrf)PyMpLF7 zI!8Wv8mVjHFYj|sq?@MWgY%TQvwq1rpSVDe75J#|)w*^DQ7E+A>Tu0d4MCy?zl+S# zH1X)pg}Eh=SxboF_vO99-YbZg!<~U-k~<+D%Ew)Pu)M!quKHUK2VH;STY8@7deZk{ zko!?5t)q30lm?xTUe~?8tI`JM-&g^4_aN*7gas4g?D|QASx(N^TS^3e+L?%*25wO4 zhkYvc^mL?V#MA4#PpcoW@dN}M_yIrJZ5PAN|DgBftlXxgLn*o;T4GMhLr==%{Z?Jy zKx`;0A7^3Agm*`HU@O8(0Sb}pvK6xNA zjZId%xDDYQ*1bBfoH7*heKkgR-4C7CHpOyyLEDg7pZ}h3)TT(ygt`)xq3b=Qw|uLh z3|;IPZ1(HcGE>Tv$(bp;ImTwLmw#2PBZi){4|$_7B?kA|{LVwESBh54mkQK9J2s!I z#Ks$f7JjhS&SK)IgSGLs1opS2iI&R56`0tzM{TJ;K^uRmK>oOo74~%v)0Cm=adEc- z;+O)}&Q|B>Wb@wGP)?Z`#)AAaUdFoBK+3QijJ$Z-SgRq|0SnkM&4LUy2 z&8y3Zu=Y5L0-`4bh#Tkw0>6$pq0~8cRu*V_ADY$1L9^=Ee6a_CjmL&`qDWt&hL5!g z9vZteJTt6#1I8|^#M?r(=*Q+Zzw&{C#E0K8yVjE=4^08^LP)BmIfm>7FydyL51N;! zeM_jTA>R+Ikj*x+;%vdtT956SE*pYND9 zDI!o0b0*Rs`#cJy7n@MYbMz1yDvG^V7L1e0-A$K5ot)XsOSZVT!Y@#9GnP=g- z7BC|Mjctpywq2XEV4R}ciLass(Ny5BJOjEPXE0`tA$c@|S)}W`vNKRkvo{rZxilx@ z)Ah)%&Kxe?c(4bZRL?ibbaF^71|piC&?{kkpG9AFKb)6SpJ%UdYA?JyK-|c8Ig%fO zOyoL7EACivm%LxYzW>Tcg^&ZABIG>n*{^RQ0^oClqJe?E@ow4_?Q1gydAhYczVexX z@5n?Q?}GDf;|V7?M!M2L+>$C=FrTsw>CLxtbM=ZZgFXe^?mEr)w`VNAPo{?cdy3u| z0Bh9-iYIW`Lq@76L$!6%sPoI_cL7pA`A3C+R_KO&y!bn89m;wP&r}UGJs~L{En@&0 zK1R8KnWXseX4gIK$|W;v{KBU3w(O+qk(}J48o%(AcP>}l^44#&Mqtn;z|{Q~g9^*K z3JY}>>j~^@7zsMfd%t7ld+t2fVV+~H{GjMa<*|XDv9)TeTJYZ;ME!DbZJPH=bu*d1 zUAf7sUd(1i+1pe2f1N=*h2AD->e+RF=KIqh7&DgFnNU>&D3%F79o6Gr^?Zm`<5*#Q z^l;&RLC!!^63IHvkBJw2i|CzGm9L9CkabMyC_BEI&|G`>nY$_LYz{Quxb9Kj96`Oh z3vx;Ho=?aLs4i{=F?`egrKW&2<0JI^xx$AE`>bf!;4SBniIuPEtPcqMm2lzeJ`p^w zQ4^3Pujh)dYlP9ZS?BXh&tJ%t*R&eNJvZ|0QPol5biO;;SimooG+_;g2`4OS6o`0UA%{Nn5dBTH)bLUQ`$ z{6Q5@6Yufx@65Z`t4o?Iulku7I=Q;9M2RNgN#F2dTg%kAat%B4tj}@o{Wi)r>I3w4jK(webtz+{Dk5zisDRGBcE)545Rh@y0PLG5$vX9_puK z)SRuA-^pzL5Z_`OPM*iO^4}lncXRNs>1=kFohQBHWA0;r$~~?(oyC?l(7bN`*2bDx zwNvAfoq-ciX-nOaetn%K&fnP)gJ)|ltQ%VnsYt`r#>+`;D|zEj6+EKZSGs%~4r@3} zbWq`k($9oRmUNz0JKEVpv>IqEq$|(JoTEv~HhMf3r+3V5xz8&r-}JR2G4AII%6V6( z_*kVNu952c7TqVMcVN@t<-7sv1)WDmC;jb8{A_5T3)i}3a-pvEMg-ZRB0f8 zT+8PaZ*H%DrKk4miOEIU0vG!O>tu#QWk~)<7vi8{Z)! zVwi<=4cRR<(=w7Q^MuA}&wj0_fu=t&yQV%!oCY-hktn_kS`o-&9@UUJo_=_pI++2T0YJ#b$E3sp1#(~ z*UstveLIE>yCp|9VcP3V+zA`6IiYkHUR_^|jb!fO>DmMzPHRUUl=&G`jzIh}JugY; z$Y|Z?Q-!;HzdlVU&Q);ic4uSuK7OdUf8(yyQ6^-yb<}M^)lbNd&AUsY?v=d4xVVYq ztHQr3Fw9P@jsian)VTOvboVG-aakc_l%~cy3&xYv|3h+UK$Ru%}Fc&VS6@MqUX*-PToBbOvtYa=%940 z__&5KTfb$+`08dVkO|{IgQh-YSx) z@>a23gBN>EctCfY4%CSlnJ$?+kvl7bQhDe6UdJd|(l@0}aNucO8YTfKoy9{%q32uX zqXj#CP%qpHI~O&F`ZyP8kTaYkXhq5qV5Z8|c0$D9j%PSB35Zu8^E;RMuvQw)V_UV0 z5kVSW(GyB4HLSTM#TvAbD{wdIjGjjZl?|t)qmt~?QAa0Mzoc09&k9)P6?9)(ulLsL zR4vn4WJO|*@_cyn$GwE9QWHEURja8I!!s2!cI3eyrqZDX^+K|e(kuMX1fkzr-JbR8 zU?=c>N_=Qvh)ol~Pti}|nhonK%)pBb(lB}_Z0k>{v+>wKE}Ce2B?;>_V;Stc!0TAe zfqZkriR5$ZUh^QS zZSXDeGjRuy!GmVEfF>htEfl8`_*aE}RX8ch(Y@5}`7NErygBN`uU}TK*i_)&f4P?3 za!RphQqSH*{H*qx9k=t zj`M59`!y7El*|-MP4jZ$ZCvYkb(0C%kqO@S0ZYdNN$W(ikev8q!wfiwWO>#)3X=L!G7yMOmII-mei{mX@q=ai1*y z{Gvwp4V4s!5L;8(WQOi%Q#v))XM0YEid9>+JnW}bS82Ik%e4tx#`2bitmXkfj zj{`R24v}V3obN%EmOhFFfHV)p`;EFC7aM-c?_4sOnDJjHt(x*|%$+=;|Jc03+JoCeB<#$R0$!);#F3)O8A!|eX5zw)gA zDqfgNl6!OUW;csNaF_*!eq*1J?-6Q_JspZCXMt@I*9pbk0Vd97IV@Ku*JDL^+RJJw znDkn+r#vl2N8?vGhP>!vY`G~zwO9l$G_{`E)lU|UXYi*OB6PH227>giCt3En`t><8 z*7v+uC#NHuyeWxObFo&GGM33N=efd%3hURPEw)lrLFyJ59wq_dXRy+te8<Q4*WtY;k{2bnoJ zaQPSn=J=P({m2b;at~u)C(lz7ywt`%CK(lWL8^F^8xCwo(8|Kh$ibgyoqEcugKpD{7mQ%UZ=DeKE+RUK0fTH0jK-gy@*gUSn-VCQ@ne&O!bS#F-h zV|%FZ&x)e5XrCO|1%9N{Ja?7NNgg7q!eR&i)m%JQkkbIT=Z{IEvD3gqg-;cx*Wl%X zD)LlNsTu8UD6hR76#=%V%H|%GJQQ&@#w+{BL7y}sc2_m}=u<=I?DM22xzNsE>zxv6 z5^ysj&PlVXF9;)f%d_h-Rd(IfADE9?z=bIweFP5MQ|+sFNbhtAgJ^T~+r3K*F`CxX zOb=u2Y{R7%fQshLpk2;sH3!Ps3GHGzO*r{Pca5F&x%+-;#c5v^652LZoS%Q?H2bXJ z!|D7<&-48n(SIm&Cug2-c_*Z>tD^^aO%5MOJRN3+`B>dF7PcM`|<{R%bS&ZfEVy7Z`Aa0;~xgJTtOs2}llwGZquF2Tu z*&dnGgEw{>E`|4x+nx#PUM>=u=jrOPTiUmKPPjQ=ms82=`S%pn&}Rb`pgo-%*h-C= z85UIDmKA?&S@G-@uCqo$Y2|OQOQNq+(z;RI1M!Lrk-sWFukpYzt670dZcocN^yLz;LUfxuGNn`c zcLiu_zRj~2hs14TL}cee84!4SE5T_dnj!){-Q$&Q_P4>sa)$IQN<*2%Qz&oXCa$MW9+KB z1^=OVXqZ2Gg6<4@^kc_RFp7w@Cb z#LLC|Ie)IWJwogobp`N`3Xquip~C*dH9kK__B<`WlGvrILm52nm-gPjD(t)B!8vZ7 zD1s4jzm<5=0Uu8~U}4MADs?gcG?$-02I7;dCX=N!_|HEn}a*OPRHEN5j^0!su^Q z5<+6^?%4~=8GMYyAys{gw@%3^>&RM$?i$CHPHX+zjITT2vD|_RFQi!#IUGt}K{*Rz zcjUSnbBDHD^d#q+0}cDWs0BmhJx#2_mH3iVbj3GV@#xzjnF_|$e2)+<$n!xttC#p~v0F4H z80tO6fQ_$aiq}(RbwWOA-^ED(vP}V-dlcZr#~pJ;Z*>dBXdcQ{Fr(D2OEjzE5Mt#a z@=yV|eN@=jHL_3MxTA1Rb$hLl6aSQRw)Wejd1iodZ5GGPTxn4KStAn~&sh`r-cuJmVu@M%?scX1nTzEwB|=N7H7&ubJ1t@eha)UqoD@%@vM3d<#7%9Ar;?-iW5 zwK=8;V)Rmx8JONV6EztTsA}@sGdgYjYEM^q&}&8F>l?C3>2jbCCz&a0vU*=KSVe=Q zAL7(_&-~F9%ku84W+bElKMiGgV0A|PEimR4=H|rNUS~gg+$?syIkV>`%RA zq~1N0a5jVK-1w4#h;lqY*S;ao4L-0L){W9U zzR#?qe`zDn8C2SBF$WEt_A6&XW-_7hkLJ|6lzy-WN56l&4evR;))6E8q=DVvI`(VN z-ldDICi(_Pb@bj&Ye(}7esZ6SipbQ#(4T6yaZ^4nxEs;0ukPvSnZmh?;dq$7S@Xwb zZ@D&|jVy|*`Jtfrg<5fNg)^SqxuZGt^1}Kww>tg#@m>*0iZ2!L_lgV)?=uU^CnR#| z=4IlfY*X%NI5ik)n{?%`V>Hs|yY1>%nom$7>~?O*d}MZtzvQ7$!z1Ir+zJ`5N*w^O}8cKEam-K}TJ#T3@ zG@Vuc&p&N&ws6bW3Tpv{Lj}M{Md4%49UBH7+XE9)kj*vN{SkH@BUg0ZkNw3(+2)Gk zkJ*CZJQ;yohdtsj=^ge|fzJxvUN2!Fx|cV0x@c|*WSh_CP>~49wJSnO%>g8*216=! zx)a)_=E!{HA=PayT3~j^b# z4=9$uomUYUWdNaS{n_SL!6A$}`E>A6UO%6_xq;T=8*@ z1mrF>WYc}{cA=TYdGZu+xp{UsV6Rkr-%@t3GBijp0(p`TvUORARTN)jQ{1!|Rn}<+{)1S}2Kqj}`deDop-L(o2aWkoX6qqg@HgQw=X2 zg1)zcjqm;rOLZ&uv42&-_w!uAU%?S*zJc^wY6ka^#p#r^`BdSi3CV(<=UPZ< zCa!tW;_3EUv0a1Nv_G`XVeiL4Gx1~Vlbu#NbSJEWgM!PlxmhUpi&yQrB7)9fu-T=E zyuxK&zo++Jt0l9tj$&mo-{Gmk|F;U0iWqr{M)NR5NGQ?3|B)ULZkYmb|CX0(n#+Bz zQp}p~SEi}`VegodoHrh9XS)6C{sI)C#PK_J7Y|DENK1Rx&)u8<$vK*hnL#<4Px+>K z;&Y$9ZSR-#_LLpjKU|?{dP9Zz$2BBxjeX!teeGoDxTRIZSseq9jd(fm`PAs^;P?Yx z>Zo^6FZpc2o)V@|bi(Eo?>UV`u(2;6l_|x$0j)u)XcsyaTG9k=)}HX`&fUlPF{vh6 zrJr<#zN}?)0OM(&J|^@<-h@um7(Dbu%QSnuM8;+r3e zrJAEY$mZ!*o*Azdj`X7+r(U7>?2fUCu;%A(laV+%(KJD^&vaOJ?mu|ibY+W`Xy9?} zQ;om>=qCoIFBRv1xW?aE<*nlUxCV{Y^*qNp5?=e%F*ucg@v&#do!4f;d>EswlHHq< z-Nig65-)l}+QgGLV;+|mE%pIc6%$q^U8XWY5j17t2uToxDX@!;6bOgCY(!~kZU-u2k&FhLnb)P@~HB4 z$FQq>jd7_mOX!TY**8X zo7sHQqO2qGm6W{KOBC(?RRPw`UqfcSlcO-2YM`7JOE`QC+#cj;>Z#&Bk-uK!v!bz1 zdPeHK(osr;?qcayFtX(WrR`c#edloZ$&hzW96`xN(;|wev2L96*5coH|DaOuk}mp? zX@VRyAKXpBvc&5}$}Ln{b( zm@5q5*Rb!u@=+n?49DoTC%%ENUVE+>n-}^;+$d5kgC}R?52G9bU#CVdYvcaAtbM;i zhZ#MWM5V$U2j(9?V}E~35cv9S>Bxefy#Pv9a7|W7Ulyb2tiF!@9g~D#DBO)ja#<+= zozb0ep@pMgewIre{fa|Uu3nALpFEW0I&GOtl+K`RhO4?5#vP#Ub5;qtc(3r!ir!o` zX4mG9-0uef@<1fy`{)crTGpX&!=E2)+5-MTanp_r8`I=nW=Vv*xvIeTeLpj(E}3d9 zE(?aqs;QTnW~4ezn;yFHb+YLW+{7M4ddVkQ-zjD0^2W&Y{DPc!VwGH+Uh+rlKQh1a zqk=qkp?++^EQbun{^4Z}gi5N56=8i&uJ>;h_WyqklZuBE@Ewuq&I!uCIX*J$=H^TJ zI1|qiPG>SX&nwgKLflOkM>V+k%QN?SVg5BX)MYh|RHu@;!iX(L>|;*3!$-w16Hm@O zPb5tG(_B0e9wJ@kD~vlr@i{v#;jW)bXXkE<9oyQvb`FUs!eeT>#`RYQo&nM6#1pcg zUp(=k#ZN}_=%&e8M{QrwUq*K`f^QW=1yi$(tgWWAG^Ie{OPVoqN8mUhg8^bjiX&-PgQ9Z_H_;28;tZ~ z>z89kjJ5-LcvF&pt~EbtV}9~`#m%Q^yx{dKcsfuW<1PkLKwNT4q9c8>7&kuyRoAW# zr6Xu=tVVyX2npn2yQ(BJ?5H(rKJZ?*#@_Wf`>QJqDy)3f(N z_i|k`octV$^`V#u8AQ_3pzr_wLkC9MZ|kq1rBWY~l$Xv=;PpV*KlN4)PQFM~^2vX_ zcx+D|?!)5#KB9wPGC_vjb~dVsecjSY#L_3D zBZ|dh#8-uXRCsY|%^s4zcg{E2o|EU!_2z%Nv9b=@rIV|0ZG5`mkR-Zvi5mUN<7{d* zj?OQP-bfKv(60U$Uvy7aolnIrKf7k0$%t@e%0jb!9x6zeBwk3`u}xgs`|~AR4#97^ z`W(nB$!KzHD-{2J$l9q9bq&MlvFmI2&K=uB1(=!Pw&ktiF)gbc{PR4ljNQu`zc6lk z)4f6_@0ZS!if!wKDm0$-YhoXtHfT!BlMw>gX=?tru5PhYBpDOTKp}wP+B6-Ls$a41(1nICE40s%FR#)7~Rk5<{+yQ+~y}eQ0Jt`P?Pk!{rl?494 zrJCQTQC5i)QC8nuuX|d$wWce$nQm|aJT`Crf7esU%wHA$@_byJ%X2qMj%4d^9jv}D zI)We;;|-AIT&yQ;f>%1~9WGAGsy%Ay)s;t&WQRGubZzA~nOO|T_nKk9`JSJ8^86hc zcj@@pD~v1nyTX*$hx??ZX3@%n_2%>4n8WPX2k&za`bYAIQ6{8L&Hbwa?-iOSet1hF zfu(+bbAEE+DQz5qi+y{H1w+SU5{X-9hp8Uf!^5oiFrHb@$mxK0t|TkUOr~DZ(Cg$( zm0SzpO$6sK8nYdriNlwq+^PA?w4e?O*nt4T8lf{6shF#k1eeN z%v1>{o5saoE%whHAvn5dR$>luZjzT1@E83q`y_ywf2%(KTDvn&g7xn9np$h68H?O^>89A-{Tb^guALu62ar*;KJcWJ)X#HktG=Dn0Driu_rAX`7k zLKPHc0nG`0+mS2v&-po3PbTJ$<{Ncv`Ez*mgGCsD{z$03@cLlB@jkb=@?0yw`!*B* zcY;BafOF(a*)70)_$#gAwEujK=1}(U%fJcB{cQldCR9JRu}s#i02tWmNe2E&yE_}^ z4S4LeNm-BPdtN)Tt1lcGXGmX2Zqb?4TdOv!^Zy@b-SuXnWo6=s1tvY-d*5mM9R9w+er&P$ok8&?8$Z^GYe6-VC!Hr zPwQ`b**P_4EfWKj!^=|*^_J^y(b)3VLMcpeV0$aE-bx97YSXt&m_q93FQc2q z;z|}ngiuCyv+(7T=)x=zHWa&ynPiouDWvwN?vet4#H5q$Vi1fTGWE)|--DCTEVWI% zYP+O#7jHc5E^u`1EIY@Y-tfY;{^eXu5P`!I`3{aEHpYyz3oi$r46Yh}mo$NLd@Lq) zVU9mKvq++kCd4G3ObIe`MdhNi?&M_d1{8y*9U0+I$6C>;!b8b*v0^5_V3Y^%jdJ=n zxyMuWOp?^^Ih~`Nn8T2nR-G&1W{qcXmgeDOY$Sm0eoN^;%1=Iw=M6>5QjG-VH#muY z&+XjMeFGc2!$DckyC*g4JaL26cyXo14NLtI5k z+!Efl!`~uYr-|KBtCVH0jn2w~CU3|&y9`1WcB zi+{2g8dy?>^yfcxe~AfA^OZ!y3m+;lO`5Nl2Rv!Unri&CRM|u}v&TKz!>qmsnFQP= z(vyyF@-fQ!?Nh~e4Q9WwBBc8}&I%>N9@Qg)!r?1(R@JTj%}Sh)l_3Uzf`u*wI+97PWCYH zp3T9?L~-eSVnJ&TZ+(v+(%*Vgi+j$yWkTJ}o1K~wa!0o9ZKy8Cx~uuoSmFFo?HDZN zdz|R{7ys>o?-=e_?v-%(a|H{igkK2p93Cg$OSk4SHRV&m)h7F=U<`NMu#dg6C(X7L zB4i4HqWIS;FK<+io7yD6#Y5z_f)En4j?K$q8S0Wq_(ygZhs=R!B13-kr|V?Z10ew| zom&=XAvG}q_Wiwe$vK<6OI=)N?ap;JozZ!(q#PPiE%MYHiA%j!P+sF*#oIM#J@SU0 zM;7>nJ`YHZ6IWqh$Kn{}(7Yr~L@8zc#f|8i)jILTfoWrg<~kOEiDy&S8lg_9u)D3O z!AR3stzQ(;A~LtgSbXF@%8^(;mkC_h22nUC~VUYo)>FsjNe>B=Pc z&ASwpK^6bx+@247M0T(_$K_ewZBG#)EEuIu?)X?kdf9vMNLnyEqfdD_)#FA|!qGi; z(?g_BHR_$A6r!fpNE`D{{iL?BvWyZgr}b1}m2iojac8P}Mn@&Da}-&5 z!fZ~p=YfRu9~VONiGYo1Vs-Jg|JuLD3MCaBs;oyUhP+;>p8TbFvansk#NrdP%Tu^t z!pJPDO2=WYt9;b`qx-L0+Z&XhyrNMhuThn4#ONM;SUH1=nSZ*%RJ%7Ri0$HVq1OX|I4uP4+XN_R>V?=sSkpGcuZ(!TY4CnWzyVVkUnTGx2C22 zu3gN>w}HM#a4_A`eQAj|t_ebPP;{PYnPd$01k|HF>xsy#zqZ}#wCZ1{vD4!6nQ(sf z>s$%Sc`r&HHunZAAA#nPc@$Yx^e=9+^JFmH?knu=8V=zMb^dAH+of&tArF|b9LmwG ztTY$1Jyn#YZ{Waoxy~8s`?Uxly6=~sFxf`;6=__2SJAe$r7QSJRY~?Ahc)lx{8cF% zUH_IkCGi`Tjw#8Ug!OdnqwD6KvcXPWPfN{FJS9~Nwv4h|gil>@fjTASGayWA%4|!Y z@0NCB#6Ru(ZTiQ5;(0u5*CUgcn)${v5Dnh!e0^;RXz4D-=`L7)TS(LiW9C7y!YA(6 zf>|ViUCzkG{0kDX@{|gj`Gk$s^tYHL+qV0l>4Zkp!^R3RADk;d!Ni*FLzsb2z6!!q zihrcNLv+%x$sr^uGxvU5aAGkAM!);O!&r$ySp$4?W#TPQA=WrL(GBtVkBOgCmT&A0 z-ctYIAHiF1D;7IUohT|T+&R)f93ULYAo7hf!K@0W6SFsD!VQuEaaZC0Qi1BP&LPJt z`}K26KyA9{!L>R(Lz6qYr>YQlbi=iC(j1w>7L$=fvKA$AYrVFjZ6ekUymM)*A0tP< zr9dt`*(8VsI^ldchT_JH90zFYyFcSp{E$bJm8kAKO1e`oIS z^exW~pvj2$)UKxry@pE()HQP94%og&`uzN@K^Ufh+|m~_GY8I{Kr=3A1~4eT~Alj^5EHv!JrkJI3aM(>+#XZjZY*etoke=A@)`}}Z! z%2=N6FV^;#S1$hdYn1hTv^6=GE!KNHRM_U*^HTuGhl8E8$1RS4zf@>AlsM{mrFT%e zoMhQ}Pqn|PSew<+*|tXAMa~LtDsx8ip<6k(eac^(@F1(U9 z|3FC}Po5Sm0tq>6=`Nmq^4bZ12G@i{;GZh|x#BUGC#L4b+tRd7_NC3!Ytzlg>;(2! z5&l7RO5*7X>)Kp9NA7Y84gYqvG0NG;CJ!^z4EVXiUMlJ|@3R-u?e*iY=qprhM zpbE+Hyy4OsI}7^gqKW4Uo;ImBrEOgwBNJziBwQ!W+)D*%Q=dZYo?U33p<9A-o%pu& zu!QbERtdyP%7l6CC&`H!Q(&f?4{sF#mNg}hSF|o_Iftefci_J>5`U8@KGS}i*c19rkfpTCsjlGEzRDF9fC zLzne+uGp_(`!%4*=Hfb)+NZR$$K<==rA=tNI%Qu^n9}uMbeEY0S_-1%n*V7NZaPQd zj_yfU-L@+(i-k&o&xS`JO+CFN_D%$@FZZgz)k0Eae@l5zw{HAoUlzN` zIRo8WbZ+3_pxeBUDKKYgs}sH1+zRroT>k~<6R@NZy;J}+p)pM&G13B_9qU^^tLz?( zjh{KwBn1AU!e1)l#$BhAZ}%X|{q~_kaub?cflFG&u`y;G#LUQiptiqUSTR~RtDx_itxpXM8izob=8@BaT+g>eP*Unl5Y;(oh=u@Wy=bOz!|VCVc>?j2CR#U4(JCJuJ2JQ%VDerSKGsrmTV z!di0i!9D_J&6B$4C8@^@x@WmgilQ&PuRw{3Ro{?0;BmfxH4Zi7i*L>@G~`L`&lQSX z>^UR&wB>ZDux5KdRJaVqJ9gpa&^~kq7S8BCvE`N{vzOcaF)A=^aPh{VHg@J*SyPp) z=?WV!SWgdQPe}E)EeBl`Wrm$6PopWZ^NCLQ{ISA_$8t}Thksh6pJtV;cb_u2hm{WM z&CpidOhWq-I58x{mFbcG9@W!DeCYlJfi&+IXU8_5?{pWtI>*5YJh0%*ibr$sFU+y9 zJ6Ap7o-5k&)yZ`Qb&aNtRNef2MQQ?iT2||%JEsP8;*)-CR`}z&;y3T&MlrPbQnz?e zR_JXIwykgOVtay+yY(zz;lX;%k`|jm&$lR~CLb}hK1lNT21b>y8`bC8f?E5={PWRE z-iW>{nr3K4X|_doQm6vTX+{#*Q9a#r#dWdG?KOA8I1VgOt#jbNsubR?vEd)yl8dpt z!@{XmlhE>GXui)l-BFMLq37QA{p32~t)eF0KCLjuQ*+;V!I?q?8(gfa=lA4(xebgv z=F|wg^kjBvo`A<5hOpqvk8na+K+NGGMKyOZx1JE=Cb?cWN9zv@ki!j#;V0+BA_|f8YL-)xr>X_ zz_m>Kt?NpbWKzxM%F~iZT|K%NTDFo$D}+cmn-GnJqoq|Gw4sD<{;+M@6uyD_BDWsq zyK>&wSd4SM&a-y)G_O3F)p-;}`2(i@jTO0%+*c@L7nASk_od?d57$7jJ6bw+;-@-| z99U|kpqlzqe@H-;?xNnZqiIH#rkS+&=iuck_y-zSGS>AwSM%7Bzr&i`_w1KzeC_QT z-}h_$%lEk7Jt}!)Tj_#Nd2N(?t&h`PKP*#BWOT z25_=M-dl5GwKWfBcp<&M6hOzI)8bS}Z@47_Q!4%#>fYuZWsiS!48=B2S?ic|d53+c zQ}j2^K;PF2-A%`e=^DRFZsx54(q1(T#i40x%C(LP!&?PjE0n2&fh#F$F!DpObW5t~ zy{q5pM0T1;=aPr$)7m;}sIp@=G1?tua)!^M%#L1$cZ=KXF zd9N5BW5k)zK+(=}dRR}WD^Exe$N9eE%O|aE*7*Ivbca#=6y)!4Hg<>j;tO2*pKej* zOqwU!Jx@F|636hj#2&@n_|Jx+a9{W}8=Mz5#Av8kzy3po=XtT=xOvWYOK%R}I7W1h zGB8vhqqP(6`B6ul<{&&aKF?*2#FnJk-b$2rhljn#;Bw}L(=|1^Xsi2dEmtH;F$=6u z*-%Xj$k@eC^&lVKdl(#a*v!wEcdPH!A+hc|H$<|Qo?my<6Q~cj7np6K+TkR%J z1K(|x`hJVEDJWd>lL3AklBTA(!*XqkU-;;A(*=3@Tyb!Pv+0JZLKn=(UCq;+s)GGD zjdtBNvyI(Nk9@$9Pms)_*N&wa?3V75sgQA>Px0tJ%sb9+-5HD~&BAbRr;~8bFBhwh zv2mB9Ug4pUk9l?()ZKZ?2I!>e$C-(N9D8Bwwn|%_t`n}zuHdm5Ph5oW;4Y_=)f=kP(vDD}Q*h3d5d>k)dX5o_(=@`jgCQ;V%{bFBSG!kx={D zGwc>IwRHxn2Xb#Gan*_jE$Gt%>Qu9uQy!X$L#Owgce43fi(~9ov3bhwj9qHCib2%a zE`*JPcq@!52m^pnXzOR>o<7*MO@9eOVfc7zl49j)5PPQ}*?qX%VjDN;jDSgg;6?v*I+M#C-78qW*Q zKs*2d(*&{~xyDcRb`Itr}H-RG%IC2yt|5?iS;)|_klruJv#f?>Ebct zr7H2}KbCzV;$-bj;oq~tHl}RtglJ6J@ThWe-~W4ZHrFP6UhZXyX-$=uAXQ*W?uz2 zG%xw1*wdBedt%DI4v);(4ZCM(O{_erE8aO1{wYh9#z6~HmGEF55>VY`etT%17LgTZ zr5~9zdoe?W#TY|z7$*pMJ9$>_8z^t>@ZI&E*kvudHo8xxjcafDH!r=JM&FHkKOcz2%lJ z3c}4Z%^MnuADPN14x5?O*QAO#dDwR`6aV#7_4{s=VdpixKNSt6iPgT}274`b zk9;CjiLp8q_~x#D5WZ7P`{vLNzH_o&h)Xk~0?!o~PFj11f|}5_UtLtK!{36^CRCbL z_3Po+7yrl6)(>7C%6Ow^wn4lpH$S%W*d@C@MxDy}31V(4>69zCi4zT45}J2^y5BtQ zpCQkJaBoSKjp==x0gI=-OZHR!5BW_SzpzbKJ^RADyy$Dk*6$(Q9)txFC2hKLHh~Ru zyshAlP5m5IDI9`)=`B++0jbdd^BglbdB6yc#Tm>b_qDP-oZbBjdzX_);OC& zF}7q5E8F%M*d1cHH2Tq#6IS@0w!qjT*23E|i_xy_Ti7&>~6#Mif^tAm=>Cuc#wn8VIJE~|Wf>~ZIc>&F}Nv%!c!-v08- z@ePN$^rq*KxE0^xp&|%~=e2JAr$=?`ysdNd3inT;uYX<)GoE~HHzy2jl_H)&%x|Gn z^Tz2t)l((2jH>&*t%w~+5rLyn=8qxY?7szVM_8S#z^fZS(skKB1r7j1uBefB>FMl; zVwB8+VIFnR3qxtYO@XQ0uQY1T?A-&$7pqO||t8|WTjj?|8RVtYX{#McQ_+0b&79(@@LEhI7b7I?0NhH7EY^6jr z|FPp>t!U2XpDOm;mAwMn-$I#w&JWcoT-t4Jx~1(!E-}ajkJF*b1uw_QF6V~oPr-yb zP5uIVQZN6CV{r3y^08^tdk+N!nG}r`#$=~&VdH$>ze^pyrdlrP48n2t;t05$By*M0 z4T{c@Qe^y?d|8Un-OXS&rmK{vMib!7tv#KA&BwfFEN|a*t{{7v#zLYV z*BwJjW&nO4f%$#QZ*b?gQdzF))rp|DuG5sFw4h9##r*UA7n2mTE%ndHrRcsQiQ3%> zD^c1&749p%Mw-6O*4zm*c&MP078D^toaa0Ol9k(&@7&sNj}6DQ;?nw_7%Ua~WFO6e z`;UA6S`lBlaW~Fv%08Ywota|6>sib!-_2)Y(7bFy22=_`KUC#dA zIdFTKUZ5eXcLsG;rt|1q5-nYY3E8OcjUvG$~QLR+~*E!YGbM>)xhR> zV9EbL%R5>9z4CE~#81#E8ZCjHh@rmr{UJqUjd{Y!#zT6cj7&GmH(jTBoBU6s8^^%w zV<+(4V}=-2o__S$IK9`K?HN*59sNlY8Yg$cxgxNEr)$_-1#i#|#|7^VXTu%5Jnq6} z^(Ij%9JzdB{AYSq=Bsz-N#$Dm=3jWy)ZF!8;q46MUVPlXH!Pfm9Q;pMzqc?W-@vnT zz8!rYHSv>yntH_oLQIu%2XdzqjwFB-7tV>!ps73Nn&#Si?KR=N)?@p=to{@2c#2>-D*ttQTQafVraedcnCkHL0d+T@6@*_zkw zJZ`w7yVKD%pR3LQySkNv{I!loyDnsTZIL~NA?f*Ft)bhbIT{>th7JP8QRob-A)!d zYMYiA%u(DjxoWbCo$rts%Z54;-?9>e{4 zt-{`}VQ-&eZ{I_Yh{R_2e(S{NgYKmMVoAAEuf6hglVg#0zi}rY0W`O0{?#+t348X! z>ZLGt1{a3&sYj*f&HI*ss?KpP&ZOSiVI=m-)uFA)r4?n|^6wY>&d$aTjMD^wvuhQH z;j|m4ElRr!tml-NZmu)&aKjN-QFXHr)sg?50=InR3y0Ce*yv$a(WH_X?8&IgK4?ps zk*R2~XT|f6Fj(aD`PkAr;|$dDERH$Bwy#C`_3yOsll@r35B!pJF2nD(Fv?^}g$46|rq zJWfed9uA#w6m=3bFwQ{k{#=n!BsNU%9fV6gRJ>lJk!icPOF5N1RoIvvcl|@Svp0j^ zrn<4H89V+#8AI;MryJS&a!Nu=bUe3S8Ya-EM0a@8mV zRop$WT)p@q_0x8byRn09=lv4X4SDl!bXvPIFlJ^s_1>oX+d92IRp4JLoDvKhw&m!W zqGQG!cmAo-S%W<@woFhjw`fQ3PqDkrs}O^y39*Yg29)KXWhQ4hXG^GaVu)A;YAKsx z^)Q+La&{id%rD#%+2pOP{J8*igKs%zrmR_pgS{!?Z8{q&3UN%~ggWj%Csll82E{Dt zn6ND;#_r}EcP5jj`Scdn7tkCik8ks1`|{j06O}Oeu=-ntzg09|jyjWibX)MYd&rbn z$JfW?*p~Y~HuP(|M&}sC)I9SF0NYMUPkw!WucXWKajL%3%V7xVPzKxn+L|Qp=i7w5 zcsfh>HtBRN0fe>pVIgA7w$;DI*bfC;nmoM`l)-&p;W^XtJ>L{yeBGOe88IUKt-@a` z#`BAV6{(b?sr(PoznuN#xquO{zETq}+$3utd;_~zmK(e8-&V-hz<(`x9(A#QI&%l6 zDem3%9)UXDCbD5jW0X@gNC_ItO?S>O$2Kp2sebY#jP0>P{`K>1zCFLbl7wAslQSn5 ztA`4``(wrR{_Tkd`Q9qRs*d&Eu}@s z3{2;1Y>7EB^TdtL0$xv0uqrk-RI&A)kG#9G-i;U$c5GUW#I`iMrLY`uzUf^>qF=0l zAYQOHrhUUn z&vEDZ84HBfap$ccYp16|7lXn-MvQ@=9X4Pn04Ess-0JdlLyp-XZxo%y%6!lzCxBcM z{k5XZDQ#x%e5bckD(tml@`XEissVDs5>6h>-cJ@wC%#_LW9NM?C%qfS3^5U)w$>w8 z!OOF#a|7Y2e#(6hH*UZ~ni@|6X6|UcQEg6mkBuLyudKJ9{iIdL$G+Ct2YJtL$TVo@ zb0d2}7Z1h9wBLT3-_C>xmRgL9pDN7%hijNrj6Hwc*-HuPWhr~}tLO9K>U~^1C6M9r zfg26YbZ--vijme~LuM?@)jQq%$HbBAn(u!(`Fwt}zpoXn^_eO(Uwx|Znpr4L7tlm; zoNp^oMgw|Qcia6?HeEp^8WdZob9=}s-uJXUOC7KzUbuRgF%DDH14&XWrdv$`yPp9& zU$^{9=|AF%8=}||wEK#(9pE=A4RL!1yJg3HWoq7Y@Gd+kHr`VlF-~Sv<^rd6-4`yV<{+566uO=H=X&Bh zQYi{Kt(oRU(>c3*t075Og^-}e=Hp6NSa5#|gJC9~JEAu=*NL}n-nO2Ivzw1S-8Em4 z-Bdhf-4qXctMKZ;nyVN@cqD2;K-_Xr$2T<>vM^Bx4BfbF?LL6+Lp zqa^|RYl}`ix3&);Jf()8O7h0pw6n3eeaaT!g-2i5I5CI4F^BmKFP(2OvpKf$UzRvU7fGaak=FFwDZ1bMi$+b*w{{-iPR*Xom=eU2JFf~!_E(C ziH^k&vg$24b;pab%NxPby(#k=i1kBzy5$Y!KBnCu{P{2W%X5YKONIGsMFdB-{Ur`Z zA13}W8!CqdA7vCVHZI)a&C!p!#g%dgK_zqg8uNzZ+~>DEYwRb!qqHl~B*n2p`P!$t zN6EVWbCU!QLBB9^NLVa5R|v~>zQ${Xv3gE(-{_>p%;>HfK-b}j`&{*Oc&mUX7qt8I z!s(qmNvn~$O{Es>Q;p3V$~%kT47n++c{3=(?2m-UTH=;U9XV$Rr;i=$L#>767|Ul5 z6i?~G9NjxJBiQNmo7$G3{I^$LZQp<>R?1yGk!UX7H6?zlNYMMC;^i9sAGGtWqp8xS zikiGjCdOI6sgameRC?}>%@Fu-%PSC%s=+sql#k6-w9N`U6lKi=F&!`swpD9f zQEs)c!|0?H9#o$a`ax&&v3>Mh(blhH`Agk#YVstW*~WM8i(_M`k|(uicHG9KMrG+O z&3i{C3YRjbrytGf2*x?9yJLOVo2nZQLNWG{BpVlpcI4>Tu$tqvL*L4q3V*8z)ke=aOp!!-hxJ?@z&4$Q zp0tEhQ!1TNKQqt3z;VY0qg^ z5PPN5Z{(V{=8gAhqpxJ3*4sqFMdSTg;r~# zm#K67eq}Pk$mW^npmJ{E6W?K!sAQa}W1CNn7w({)Qsu4)I*QHZeX)=nTW(VY<|Oy) zT7zak10`e-_ATKj zD-U+*r<(`BwVS$atL2&J#z@NZmc&}~OZ#wdp;#YyzeOG238jtfS~Vj;TeY2i6?6x} zz?o3yu!rU6M_ls2%q}p>@=^ir;fD$b*?n%RMHBxqzD9OzU`J3vtut36I;CU}HXTkS zP54^1`+JLUIV&8poh)3LvVMJ z>ASN}XH^IT5$fBs=3+Yri|{}srSH8LcNRC3?c*K>uvU*ow#eOV3&9+YZQZ0e_! za}a9%P~rblVUHDoa`l`d^8S&hQWFh)B^vMpa!!1Q{342cJ8QgaW-+9?)lPWc@N%Lv zm~bhN9eIJ`hgnbkBjz8-;Brja6?j+HNA$teTuz(58~7aI}DVb{#sE7+}nz`YnX|7>6Fy_z^JP9 z^s))i8BRFJxX;A19>$-v&{&GP~}k!eyJEE1s{RqmqMJ1h{K1jIMl^<*Y)A=WW$+33us9P;Md>Gf}v z_#Jr{2x*(LI`e3KH+z+=csF`oz$c5fI{1)OBgjNd0VfV?B|BL<$n?C%tJ@;Rr8SRC zm@1d7snTeV!b^qk74}-uuYnuRgcV!AAU5ukJ+1$RoiCQ~XC z68_lyV0FqPZ2d$>!LAy@W0Pwb_55wVZ_Ta1T{(IAMwy`{(jT?ebLP@l9ArjTmaE(R zI+dgbPgxbUIIwcb3o}T6IO@^u@ zDTZt0lm=}^8C2Ti^u%$`DPa6Q$B>!g5;U@s1A?{7w^ix#WfBka>FCh(_w4|X-FAL`cV%}230qnFYz4zDc>3p`!P zEyqPult}{D6mYrQw45_5*Xko+)crJ1vgo@Cd%wn8g{*{r`mAjNwQ=f7?7rc+o6e$g zMHQDiVyz5Uo}R40ziOr1o;%L~-DSjuF>?VD&e^2w!du`LWTJ^}E{3=-uyK!C&K#+0 zysfae3d4H^qmrjE5v;rzt6hR<@Q|m1;(mF@3(0f1zfqY{mb$0L%1WiHI$sm>uUG_k zoIET83QvWd=6d}wyLA2EPZhv+Iw8t8xdU~!%d-1Kn>BKpJYrXmO}nY%a`0CydEV8F z%CdNU)se9;3mBQ8vsGufv+GJrF^h`^N_({DBT=~YyU>cGRUn8L-rPK0rd|zqXjvu5 zXNFLxrtp8N@JSC;<_y&HcR!SxtFH}j_W)oP^ql*)A|8Zy;ajp3Jwcv}jxa>r$m4%X zKDXSX_THiOQap>WF~?$57zv~A*5!Q zQ~PH9`>*2NH6d-l;W>3mK{9!hA5SqHq`+q}6S zlO*9`CQZa_RNkX)wM^@&rY4V7s$rD#|eHbeMkFjFHIu&vE^Q7tILqe8Y;fbde0W%wJgsl9^3W({ySZ3+rwPJaOdehJ_)>oO*grR^HLvIzdOOfBF zpm2Drz)M8|hQhQbH(;Lfs9ubw=5;4dL3%x1SKvDvJ3hq4bBFhAaXKnv!LcH&4v&`i z>bkCb^LC-bDL!G6ZF@KF!7O)PV1^2T2yW0GmRTJ9O_2%gnZt|DQFOag>SSiOtKVmv zBxa^xPNGckLUQq@CAljfz4DT_dn@V32n}9ewb?5RMIZd`7>dg`ZO+#%8~p<8*z0C_ z5qxj?xXImktMIZ|7H%Mn^~j+Fb(@u-p^><+u$OD(wtvEfyD|9Ve*f=ZGed-N{^ky3 z>^I&$5rU3ET+VmzRHz0RpjT!_cLr-Jz3?2yr-l>iJSpqCZ|si4*a4#Kw$$m!jkVRi;!sCW zf2;7<3SKLmTvuHE`QwfkV+K``^iv2c+)9U&nL6kmyMgp7gBhAm$r;P1PIymBAcMxJ z{>KcPweMqh&OgXbzj@rL>nu1eYj=?#EGMOJcNM4@-n(l!gK%R7L1^UDTe@h@kiqUu z>Y9=2-RC=d2fS6_r6T4Hr*;=s`WJ;9zr*g4PmpV_c`4gG$y1Jdj?v{d4`Ab=u90QpwA)#w-uK)g{&KrNSCMw%*F>==(K{uc7@ZpMkvjC*N22Yek3k8_xe-iCd2q zW`rtq#}rhqC}OeP=7dIBi)e1*biyI8tfPCGcoE#n?^Ndyq~^J0d_kYWaPh zjblW9<80J>Y6b+|{bYRLKiSmL_I;i22loqn-s`8N@L%6o2T7Qk*AK4X^su?28DdPI zV*k_kXxDHGy4rGhos%}*2h|a40e3%Xr^E~Fxqx{$Nf~>eYn}r<-;r)aG2f&tITUHsRB2TaLu3 zXTp`)X1hbk;%zZ-b&R;BRVuZf_*#zUxucS6wpMF0dzTgurOr`ZyAn=Jl!Vr@eP~_J zJidpD{Tikf(kZ#5sIIvwW=*28d(^HtWV}$473>tZM)qb1&HLF@Hclv9z#TiMmzg_w zVEwiV(`%5vVdMoHd53LpW#YJOh|`j3|GLjF4`0U$d#zwIc~ycsJ!3d*pPj_r2c`bu z?4Ez#@*4e^=cc8;Za!C$9O!$#SmHLeyUq@2owKV~u?n6X>#tYWOLb(VJ4r7j&*__O zNfU&Ah1BxgI#}jPZiv89v6dg|yc!SIjhr|={l_riV+Hg;b+2_=3&0TlQ`T7>V$aVi z8|U4la=luzWZm253)l7+AG9B_X|ePxW2T>Nrab4H_i^xfl{ zXgdE!-?8g^si0RD&Er3jO&Z~_V~S{+@mNvksNHk8`gNeW^2l6$cF#UYFUBZ-)2#lT z-jvPIX3;hGVDF#CrTu*y+{-2rdrq@*SUW$6v|gE%*YlzykB^_Bwc`HVWKQ#Y>({Kn z%af`3;-B)X%MQ!w9SHs@nB1m2kP8z*y5Ir~SplIug8%_TOZ-q#?l0Kg<~6ON_u5{3 zI_HD9i-#)WJXe2TVbV@c6nLqyWOoesSn-ozD&DUFd#(T}+8dLalzwqK@nMEjZ}xLV z9Rp75_&Pq3f_>Qj1jSy-bjscbT~9LE;*Y72sB^1GD(vU@D& zNxW3}YejTkKdYne+Lgjje@wl8L2rXgWBgy+vf~Nr&QHYAr9>1>Bk*EmuI}?k_zpjG z-luUT_T8hoHi^rKmmix7h1-4$s|nsI=Z2Hm*miRQj^2Sh?H?+zSJ-RC_9@q_K+kje z?B=>21}EM9mU7O7$#l?ct&;N4{R>NZaP@TO_Rhu0(_v%w)1E2Zvg5Fhgqvy+s#>)4 zm-3B;{H?;@D@Xv-S>Y&0VFWrl=iinHypX)J&w;kT_H@Mz9xK{7TPxNX z2zio}EG(xq6LJWd*ier2-7w||us>bq9Pd7xZmpxgt=O+&Qn8${j^W(k!5wv;xD3uM zlS=^28ao&6M|M+W)=>%%glSKwB)nD-iWE;_wfyR(cH?~QIl{wTQm=97CwpcvtFu@1 z#4Yo;3V*ABRi@6Q=BS(^mjrgrDcWY9OU)6vv+fg)TdZ*92TiHewMUVnog_5X)BOzk z?9{)o6;g95u`SK@*s^RmLk69h;mM{14LX=INf3x}DhUl?^7`w`5KxQq%?EZPn3v>pQ>06E76&R%JXkZ=^`JV%o=&U^i7-Y$VBBRL_>_uSbL;B1-##m2B*YUx?sv|umDW3ehSGN8mM|dCOj$X3`-TUg`g3`jvDgNRXpL%{N)}GP{ zrTe5)(!}VFKZTw2E*M1kmU)gU8=vlo;ps9`2nb{2C`Lr$DCfYJibtutSIRVj{&hBv z(eGScTCLgVTev;i^@T63<3>@2^c#o0RM`79?4`oqz6UuBS(`?>5nubM!e1*Ga1~ak z=L*v>SL+O-@YcuB!$b-|VSLbv#*P8ymm zWhOgEWD?1QkA+*o#$`b=m`4{)ik2i+XHy=8CiUYoO_=@0B~gj6i_AELF;#)xPS!KV zxfawcHCmpTeE2*=py ziua7v??)DO9NKFma+{Dh?x6YHIu(8@h@>avuKz^Y9p8EizvW!Z^pCNkX=tWvd|xa0 zi`-Pytf2F@3S%o)#i88d=Ek?Hz(XCUK>wUS_gb-ZTG*asi%)TTzJ}Y|r}*3VKxH{> zDXL!hx+hx>x{j^qG>N2qU+OtUvKW2iTE`j`Zl3oQ_EKT**MK1KJtcybDcApmGTq=l zxN#Q)ErxNrcEwB-yn39 z-ZDNn@HsoqBh5PjJ1ojvNQYu8W=Wg#S1KN(b&7P-WPTi#WK!hiFE7UT-hJ~;@B z1f97Ps1r7)lH3bYoqzQGW!)IBWVo}< za4M~nKgD;4kj$cZs<79J=^DI!W@oU?#nerU`rxq}msz{0eV~)Ghl-3eXb76Oy;8Dl zj)d3K9eH!l&d01cHLVLS&6zTXo3DbyX;xqz4+_U4#^ro`xzWwACohWIe=ddUIbys2jR^hJ|CXw~b{Sx-EU+Y*?9jPZ%c!dw_Fg+7a z75ImW!eKf~jpn!IZ|S=_-^8(=Q0t&&ac=eBcENX!{Q3wr*;QDvoi~4nlR7pU;Sjr& zx(hL#?d)S$f9<;pf33)=!8vJHvOg_P*+Iu=tkT1QHqpFX6DY=e;ukKQJnl=I(75EC zY&_Uth_KvP=BDZMP0!fuDhlb?$kkj~1irJfD5Grc5=Y}F*HjeZiZ5rvU)b^w=}kny z;j=a&pD~#gBv{$pqBjT3-_9U?&=hk_Lx<+Y$Y+n(31uqkG>=+$28v5HWgGc8&+LxB ze+w(?u7Uy_+@^CBtC7FQiIxl(sP#HTxBQo~cIga6JtZZx>(>1?XIgM;3Cj8QET;j- z;C51P!{2}YQep4cu$Kz^m+$dh@uy3Au1F`&+fU)BE7+VG`cgq!ue%C+yN2dmsT)o? zV%WCQ)xmT5pL(Rs=sbI!fUigE*w%GE6(GnAyApJH{~%LnZ(W+p{+6dJ>B+>eROc$N zAKOy}QZKgs9!S*@hhUQ1iDy#p=>DP(WebJtne~(+;*S+cGq|sif5mA&_{`;a&{uvr zt$klBWcwH^%0^RIdk7*5>E`b%FksRr^@Wrw>oPgxb&MeR$xo?3ZcTP7F9Ii&mOZ-) z`?R7$qIYZ;6VeNGw2q&qGlz#fZd;SVc=9>02QLk;45IyzvuU`SI>zi;QrJcR3Hlyq z;k1<^a$iwgR4|u?bZhBa-I%h8OCi}%u+7iWSf9P|ay$}Iipj)ya-m-!KWSEToa{|W zLyNl#=bm+{ATQS~by!jn&IP$n%r1B9N*yvu+`PjuC{oLROx<2R`$EsP(3^AZh_V#s z=;aN?yT=Q^5VAM;^&BGhxzLQ9!@MC*Wk*lgZfQt4J(6j4dS$Q2b&) zn<5pFV>P8Bq~|bkN6|28+Qq){8)3*8Vn2g1qn$!n?<(x|8pYNZ9z7B-Oy|Dcb0_(@ zz=(~95G3#I&tl&USx1#<(A7^KszsWu87C^$^Ks7{b~t%v9J|79{Vj2CRTY13p7xh&2)?W8?5b^5%-w zhCW@x-YSG^O?yLXcvZQt)F;QF15 zpWb1_>U7(<_>oyZ=B_wm9dmoGxQ1`f6~<=JU~KE}o_$<}7|NLOOdXCcM_28x(L9^G zX@E-Af1K*;lsC7}37hr}sR)4y27B=LAoZk)1}|86>~A@6dM}m_Od>dtjS=8PP+dzPbeMv4+~PP=Ka8Fr18>&(LB6nzvkIucRV=6H5LrJMty zy_HA(;}6nJ9IEq_1olnabTstKjkvI^6L(JOJ{13`^y54uAKj@Wj>y3x$TN`o2Esau zkA14)?0eoa4%guHg9^28@7!{HN?(O@(@1D$iswX57~THH4l_!V-`!3`d5|D|cWnw> zibshi3SBUFw9Ri1)@eDr&7aKc z6|T@GE82Z|n0>!;PS}0nzU?G2Imf+SLpZ)r1&P8MnDsS`~oE~V>7^z2?M%-Q)c%p0fS z^M)v1zdA`q1m`a_5RVn@yi0CLZZ(apmx0|0jk1kV4$BR3c5+MVhybDI4TcjG&U^2G z)@yruG4dlKoSM{XIBBR#(XPrzY-u+RlaAi^Je;t}`IwDt+fx&B@KS-73fAFhKgOI1 zVp(}}S9dg*fX3;)7y!nG7=n+Xl8c>ScxH5?PV?Vy!yMb(6qELCz1M^VH~&*{1a(xL zIL~lU_x82o{Tj5rj1{I_4gJLsT2Z>Uq)l-4Q1#xQ+8OQ*s4hpDkSF;VWj?Y#r^O!R zb`1No?#5FMbmdZNyx%G~nB}fwzlL!|X^HPDkOw!6PMmsQtU3EYa#tp2QX@6kbA=}+ zjTxs)_2hkp?-eHMN!ZMBzIqCHo}+%OryypkO7bl?FQm?J*Zeu+D3-UrVDu+(@nsAc zYtT>Khr;>K-Kzqn)u=@2&H(sBt{}}6e~;*c-2J(NJgNi>cILy-*|hr8IBUj!du-mv zu}OWLjxTo=_Hqq-{S;b1TvmS2%I}nai~rhj-^B3|TTbHT!n<4mWZrPFUL6Ho^*r%l z53b0Ro+yo$K6rG7nU&Jd?wkcZ|5^tbvRO;+>1li3RcTmL4N_loR%^U-!c{oPYj2$e zNk7+47RHkiAGBUc3doA>Ikoh3qjR{p;S_5R1ntg5bSq^91a#QJ%^Am-mHz&P( zZ{rEU?!vpCCq2JAzu3aqOpslzfMvuvv&NF-R*Y0J~om$J)yyd*d|8vcN-2{n}^mJhJ zG5Xn5HszUdw4}{A&-%TC-HJAZ=HK2{)DpCvfF-^3uA&m^`V+*CkM;FMpM7NtwoER; zgS;jq%Y@mtj*S?I*jeE%nYJr2$bu?y{-+A;74}-uKZSQ3b|_0{bW+)H*GKttYgl(q zUeJU0;CGl3FG}OtcGK)Hh-uGUxY|6VFSOEo{7~|_PBrMSMQObKt-@a`5(wlTx0Y>P zPn%Q8N}5QP_4Wjz&Be~fx6ENH`xmMnxja-r?vhSJhW$H^%FF=6HMgZVbM(&W?}!ga*YSiTtSHZBTA8`Z?QBD!qqLyQ>IJjbV zH_feq^3|1#f07yuoTayAlzDf;(uw!i24%`ru^0do*QvTsCii%oY7pnUxoVuLqoB!I z=Z_VGdHAN8>h?8L?_+P?$1&mcGQw6>JSa~q{?Va5E^`E)D(w9lZxzLE$B5*`Tj@JX zEm;JyUmcQg*=7YJH}D$Z_+O%ugV$+Im;!6PWDaD?m>KfK&l)CiidmiJyRz;6?tcT< zretfh(^{#~k6^?pN*mrT{#N176~!R(%|Qm{}cOxey0`_GCIV@xqZx;pXOP4n|m2uU@IL&S%px?WWd_`)j;a zKxmzs)0}RNEBD8n3ojzQ!>My@sTm!If&4Ak!H2vE^8Mhvc|Olo3;!QC_}A`nn~rUj zeeLAUV7t23I7CKq7&NBJ;p|ML=v2uhl>3g)~|t3*>tDY&JJ@{9Fo&w z&c)iaDOU$)exYPOE|BMw^yHR+>a<5?BaL0#9&hQZ#%$KE-oc z@?F7QEwRoUlI`_L8?;kr7Ul9TUcb9K4&~T(&D##^=xBGa+cT#*S;16=wUW>Rm%^TJ z8fwP)9{mhNj&1tP)f2RgoW7Z8py%6zHh*y`Vnk80j&f8q@%qZy=e43`f?jvdC0|`K z4@%kQ)-blC&E`E4P;1$i*&5-eKDZ_r@z-A~-mf8UIRAPLGhtNufb*w2&^2o$nse*u zzt)|N#|nF|_Rr8tbs!E?70G|N$j(vbkcLA+_-mJG4Up}r~A_-*XbsQ zCfo^$u1+mCptJ# zA#s?^%LJHCuTZ7VUnWORo6e<7)Ku#7>g?S(0c4-#?yjsE%{nqu6i%_=tF?{vFhAk| zIyuO=m!BhZY2#DIHK=437wUAsj$PgO(;5_LkH89TP8iIL9BG}M>E`~az&^iQ$M~y$ zk7*LX0E)M_(%r2)giICoevP*ZvoR|^Vt_w!be?hKe*Ghg) zJ0ZxkoEh#AW><#j?sIi^fcS+6&)GRH#Hf_&R&Zf?BA6tzh>Jw_xGrx){$t5*VU8mI zwVW1yy7WPD78{b`h`=C-QC0j@3tL&O4;6*;Zw||ml9|bR?l+#Hi?j*hj=G_GItLx_ zd-7(DoH`?+Eomj5OHE5p$89B&68JS4#s748V zh1H2$wD|A6T|Zf9y_)lN0X6x)40_~pvJo#NO{fDqw@4!Fo>cQ#fvLj!HLA-yd`g66 zS=!kZ%huE6546PKoUHopuPu60bU(*~j^gBh>dn)Qou7zhGCe`JxwA-beGd(<>+b;{ z`mwLIUHv*m2U*`cTR(8Rw2r%imIY(;TD84Rnsext&j*r!%iJC(Y#hh>uYCu%g7rG+ zDVnyimAkTgnHcj7Lga^bZm@DX^1*A5_@~LYG~7HNdG@ePukPjHp5N_|R3^&6^hm1N zd?p^y;%ni`DNiO$9ose14|Z)*M|TA6EZ6Vmqxh})%dxR4Jf724@uO+b#87QGKSU=^ znV`=VOL#Cil<_mR<3ag+mkZuw#dZyQt z=Eeyin{F+hNkpE7+l<0RK2S~vL>X%!JUKCX+fuqMdZ{}04Vbjoc(zR=A*`GAn;zD> zi@sXADuw^Pz=b<3LaWWLqNHq-6p`xa+l`^q8kWBDOSgaKj(+KnnJet=8ee<6#`pai z@86^3Pv|bqD>K$3&tl`l(Cn3TCq5}cqLW5vDp77EroW|m{oYgrWOT|j zk`#89>4TGk>dy)MfundS4>YIwU=L

y*C6%B621o0$By4=bldYs1E3h6)z^H|6op z*-WO}TSdGUPuGaQljq21SlX{MvU^jNh)W{G$!4suf4Rn1q0cFpGILmG+d8cd5a+mZ z<6C`uyik}{DIZ<$J+skaoTYa(KenA?#F)Xg^jto@n=)lwgB~jE?HaRV%Cy2feu`s2 z;1NPH^80+Ku;*(~da3rfJT>3HX_?Qx=z*>ZN!W&V(y*Rl*0i(ihBG_o|A~F@h#u(W@EkLOA=s^rKUFp(!q28BcOM|xL(KEet!^Xdz ze>zos zny?4u&cR3%kV{JEuRC(u)cv(V>>rnZrY-^4x{G7PaqsexBR8RdiQSJrT+MyTCk#L& z?yc_$59(ltovU!lZ))~f0ay3I8Hf2hoHS&Ur?WKS^G%N&sTui1)Y&wbzYlA`x9qsf zkB##z1X1+LCSBV)Oj&zK7E+O}n1SeYzP(9RDFjU!0IDVKxVBD-%j?%mFHMfep*-oDRmry6f4Zg-Q z0Kw|V;^c5LI?8XuWeR2;*Cywu*NW{LrWHsyc~AYzy#XyxYhmLCvj@-e^;n?J$O{DM z`GjaQ3&}P{{*y6`R| zo!d9+B59W|?Kl7De|qrz_Gx7AV1ogG!Mh^_A1?i=3sW{2|0=Rk#=jSv;U?Y1LjOXO z#*_HTHJzOp?rX6~7raa5i^*j*F<8%`o-i{4yZFXw{%gnGY<}7^>k=;AGx7?q9wSW!OW)WMRQ_~L&MdqWZ~ zbrR6{r(Tm0p%5M3Fg9A(n;$)88(Z`+qHZAp=_7ma@?>)H;AP)0b~yCM3M1;Mo^TfK z(cQ%JuPv@Z`Y4`0;p@sDvwNqbZ_f8myUp@#DKmQBXD@m2%%~Hv&`Y}yT1&X>jG3=V z+Mb>)Ds8XWl-n*A^9EvL-&VX_qZmYbdKCtd*~U&kn3q#lNa*Qd&YjYh8XALN7w@0j z3LiM%$u`Z?{KGZehaH)oY%p`@&S@YmRa_kpEPe7ovuKk(Xy6FI_FSIoKaMrD9&#i3 z1Uy&R>ottMI=4Je?k(9}UG#IwWcthU-Lj6z9q4R5Om=CXcvSZMC?l^ua=?`P5)Qg# z$Te4xtd;KEng2X?6}aYkLYat-_1g=f3Ayt=(hr$362&C2wrU_9R;?3b0yj}3TO8ue5&fU1M!b`InQD}D+^_ceT1??QYF%ix(BgngdEs*COF6G{m z&ub`(4_+&RveW(P^58)07+>Q^8Z4y|EWDQ)Rj4O<%AtX+q#DrD?=2^>v@7o0`f;Z9gdHGY@D9p4l!!O(KA zB#-u+F1T+0$k%oT_B!M4`aN=-@HOS3d`;#+d4HR`se8@mwq9z%^y(?=8@?W^<=y&` zDXJMoLM#H%tRU? zz}sWbO3OUY=0kE+-^Z!4ts>o$%=UilIMf-P$6ih>6LOEL?uoT;;=le}L8pSdinnV} zYw4Tw)0*Fc@j}(!n`xRn6lJ+&4X!Ip^HD@Hx;@d2bMjC20Ijy9tITMZFlcY;NpjMQ z^-&$k+0{I*t89jK_ivR;-<>TtS3GE&u8QybH3+k%zVH-hFkjSUYt!mP1f1it82$1+ z>xlb8@i4ovzDq-c8{Zz!o*X+eaTT-*d#&i#$aD6#M}ek*%`?=}?ZlfyS$D(v>!h6o z?baCo``srO-f!IWIKLeGiI3B{V*gBxX@y*k*nnnsCy((>?eUN~J}agBSJ>Pftz#V|=w_HDA7 zvv~x9yeWl+U3#&N_iQk$1y?iMl2JvvM(f(Q#B#_$`zYT)xSX`m_}c7zov+5(({01w zGU0;T3NZX->NY=3HH1q`*@6>y1IfpYW&O0tPsznSiu$o593PETdQxFr0p0hzvMrG- zk1wYhymB?xULcB| zhor-IC-9s|bgqI6cXXR+75?F(!%6Pw!A^^AuNBiZ)U7dYb9Y$wmS|wzu?^(6<>62^ zX=oN(&U3DQ_U~c$9L3U`F5T;~b+DDakdpu(bKlaBt>w<<5GPrkXsVK<5Ftt;X{@XZ z*9Nb2$^d|oH}=k$IhbwB{W@s^&f?Upr|rMo-Uj@4TE+Vtl7LkjXjf`&^;N=$nd{Ym5%Mt>XQg ze&4?7`=`*&MV|zCUva%nMV%5JMif6LG@!{yOUyCl2z;v|Y!nG$%`O-dMd=e+Wo^gmTxQ|rfTyjBz(ZKFRwIv&)y8{ZA>L7#hkQ^R|7*CrIh zj85X4>szj4Ui=MqZvgFtt-@X_+BL4z&}ox@&`Li>2GT>P=A5sNJm-k!EV@sT1T`Jb zde$*ctJjLjdNGKd^U&E}S z)&+QUOzB(a%E5m<(&a#kWk~=bmu7;Luw`=XZ-Xf8{{Efk>_a9r=i;t8oy8i%EC)B@ z9|X|@)w^G`n}MqkoC)8soc#Zt5$C%KRjjHy?)Q6nUq8Gjjyt<}tJ3eQ6JCt(oRhEh zONGBwT)uG1Q#$m`mUSK78ynh7?ej{vhrIcV@(ohwUtdTkXNpQbRczNVsX!^)- z%Dd<(Rk?S48u5U;aX|bWkM^8q{9-x`o&B6GZu9%(U0l42#zTGvF-cimC%18qyw2j1 zXVKkWyT2u5byyP%x8jiKl&8oA?VV$G`kE0CBZ7QL^7QZeMm6F{#wTpRkoDL@B9|^6aU+a9*{4V7Da{ZgM3BatbC4Z?cXBFOd zpw4g)-uMEi&l~>_@Z5CBCAR7e9xKXd-#3qcc(LVYLHs?{J)Hol=O zrpbX%70=g*edK3xV_RRCi1VykgjH5NhCNE$Ji7;CLR+bQvr1c4z7!{+EpYVPc(8@i zZf+J9gNP5Evs_pNwFsmZjdu+cjXDjO#Nl7n?DOL&u4w$2q5ufUO~|O zwtn5_>x2V6&-Ii{6Q}spzCpBrO}Vs~hdDd>*|d?-f2=8BoL`h%T#RmSZb=7CEcuMA zsl&u_MfT2ej)I)$u$>$7&I#*RDo}r|tlB@KTCDx$uXh;I(<6CfI^Ujz!(5GfCT!1| zfc~ zxFpTyx48%CwDuh*0oU(vbmT_F6Gr z!+HgohHffwbqDJC$a!wCjj>xUBP&gQ&!Q+by5~&%hx4SHhkTQV-$I>HmcHy zWrF5p!<-4r39PrIUN>^F@><6ZYV$wonx)9*nRZ(07wkQ`$G0c>+&q{U3%Vdh>~AH6 z`_(k7UZ>aOM4_RQxmw0PUZ;5n>$F}fbi#{Wr5Bpv)3&s5N)NNHOEUIxc8#;x7^=c` z0(^7wErtJ5*_@N^gn&HUq#^+1-JuRLi$4b6Dh{oXgzf5KKy#qwuMJHNWnX*;amw2K zg&fK@cd^u~=Pq{o-I`n|OJh{k%)%qJ>#ibpMeXf|HiJvm-#(5X>y+5V1W#?Ld8`oMUc+gn^;bXpJt=(-NP*=c1TtzvXLk|{5 zKQ}md)~LS4oM_-SxHVe*2iKcDd8rjgpkCbD3UM!WJ&So|*P2dvk0N48it25Jzf=_A z-#P}HYC)z24;3&m(d0Su@1EuUX|WnZ1#w4jD+c!QK|j(*H!bPc;iJ`FX9V1wv@U>qQuu?ETyWoY zd`3C%z12}Y*rpBN@}~Qp50yU z3tSz_!kLr;9NIHRX%*uE zgPmF#mr|X@a|PZj+$l7pJL+I@i@#wvFejm5^iNLh-cuGu^FDs4kT+_~6UWfO3fCIq zkb2J@Eu50Gu&my>;aP`dV7d=VP-pf}o>f}r7DIP2Q zwSsUA?@91$KIbF*$HaBE5Jzu0G@*^GDLQBkg7f74xuOp9*z>bFiKKJS%jXIcm-b-S zSzb=>RtG1sXyfA&+a-IQhFyT%Uw#G$Dw#DtRQPK}oA7>j|3Z`^6`F9#JT}irHl7of zRuu9Z?d;=vqjolS^dIZAcG5}w5akk>EY^JC=zaM^HhXe0&n*70_-FkpyMn6XWLW9f zvj)B$Esojz_IudI?x;j*=<`9rf#r46Iadbu{YovMx7;^=UqZR`oqX}@Qv}KL(pmWA zRFY=Dl1#hLJ&dyjkM_<5Zhi3!X|Sp&ZJ=M|FGajh-%l2D_UKH6+?5WD?v?Jup4EQL zc%?ggu0|l=5NnsCJ3a;<2AO^4yRLvd{*_Y`2g#3c!)T==e>yo69z$*dUMoDl=#-=w z{>j7qmY*OAbkxj8p3UdKMEe##0&$VkRHbK%DGi*fXpcXN{q=0HIyGAIAv-g)Yc(Wa z-MV@KnjRMN1j!c@wIHLT#MkGYkQ`D6r-6J76NiB{&tXg7%#ZR^4p-;6-@iqo!M?|E znhytv`wBuOF`)RA`FO}vcoayOJn3`G2qA_UVHe7zUgv$V7Vxwu_A$0|_Ttn~jyF`z zQRfCqGAfs5hd9|_LKV{gl=#UuGML5RL6|Dn0T|R7DC@>*x>BbKde%>V3X`YQbgz_d z>+r5^;t!&3T-n$rbM;uYag(f2*$ej-j9xTU^80XBPwk30*9wCf>NBn4z6N22%(BLsppX?c&cBAm4NEuA(bn-Do_} z^3@&HW_uvzed68`l()isU(V6j+KJb< z`)-hD`EnEQ4&1R5!i4;#YC+GOcj{_eFBRIAJ@NB2zJ}%Z@Qpj_-m_~7-B=l&pVG~m zOafdqnm#4MI$9pEc*6O;r0Q1N_?XopYn%c zgIOkVxzp|)>>NHJHO9UhH(ju!ogB0@^WKsKqDQYl}w}Dt{XUm{kYEo&GwGV=`=MGvnM?&0L+YU(AwPK^%p zmkPs6h2gy--5NXN4m(GHJ!X9AT1%^OHmuJLpEzI{Cl@vD(w9l_EKU0@;#m_Doy^j zV!bNr|4~+pAU~xqJ*Pbl>9vA`N2dxn4Qys+SAtH!t$&cihN*cVS7AbUUtxT%^rixL z+kCE=oj$u*%@v}~$D7~QR5AJ(ZP!>?@q1o$@Uwq{SaUh#H~l!R<)1d#j}{iZ)Bu{y_JT`In>*YFz#bI5(&!1UXZV<#{ z%4*HOW>S)W$vwND8VNrI>NMK@laaq^`xM5Z=I_xf`1CsTr~V7ARhkW+`sBL`XYQBG zZ$sl<|7p_#ns60vw8WWtAO|VI$7mNz>TohdoYQXVy}YfsJDYw9w~SZ2Ir(0$E0U}* zRdk_sdH0bIDxHA*-x-o}( z{3AKN*0U#Tru~>@!zYX9itj&M<9DHWtoXiPV^otOMj@XVu%DexX_a2e_j*iW_F$Ol zY~DC^r>x}p-H&&s;UCAgzZ7EBxPhlvw?$$>o+gkYgsGAc<>Si1bJ22~jmd=2M_q$4 z^c}g91kACaqjGLwQ8RM{FnIi1b31WfgUnhsI*^`SHF+23S}&Bv8A6o&hV2X_&OV%H zk&H{|WJK6d-cq}MPg*F9O@=s-q#8O$`QYuc6ie+nwJD9@VS*Ry*!=`=?_lq)@m_)A znXBV8C9&oY=E7rJZ&byzH+*bSNP>@x0fF!D?Ni0uHNY=SW9t{+VbC?k&4!T|($2Vx zX(TWGr?{OU-~HQPEI3!xa7{X3*-ZV=9cZ~W<>Z+f?4%q`D6@~ZK0$J`Ur?OV^0OF(twncg}a|UO_fSHu&PFWC*>tOl`Gb zO3uEcrt|%Fu0*|a&JD-eW@|{#otdF}`QyfXfAugJ6f)_TD#hGng`S@J1onE8yq?-{yI$i!m> z=;y^b*~u!^W{A8Elus}!&na_tCTza>b7IjXZK&vZ*ox1Dmm8{vz&V=VN?Y) z(YsG_(u4PXpBz$4V`ans5?Vl@ba^`i0J$#kbIKFV*l14Sf7DXg9ft0Z-aYv|wj1|{ zbcWyL1vsS;%?=Q-%>i>r+~Oh6T)|4en~Ju1it+%CuFdysE5EF`Ng;As3oCJJaH2S5#ihN{T_#1*8LV^Exg!(lEr$W6J%uG- zh%=`_lm8ei4-`XjC#TlvNtEO4sgR))+_$fE9zLvF|B?SNPbd0DWjBS!xRdwRBZ;I1 z^6lB^_FCbbZ+cT>axx-m zjN~bMlhPepa~FQl;7zG>!oUC36(L`l1T;sT%LL+M>aFiByB3-;#5kP^BCxO=Z>h4( z4a}ED(izNY-vG=&Grxyf*A)5g-f&le*NSxm7N28G95)%rq2qo`&BxO$kq zRb-Z)u%V>FD`E;$C%tyLQ?J2jAb{tJbWCX{;6m{O>O1?MoenaTMR8N%c)!N&RFpb4 zIvOZb1%aN!m9g7bxAb+3tc-Is|e8xzgLx+W3K?eRW;IrF}N9jMfS zTd%S2FDDASfLJk#EAb!x_Ms*i+qzEExAf`t-F3F!203}2PDt;}L@4(LXDb46URa-V z>-Oq#g3U?d(cas5xDiZ*EipJ>Jjvwh6&`$T^2_;=G&PItmfAgfpUlY{M`x)KW5!b( zNfU{aPA7pqKUCP;HR`NKPvODN3p|R$IG^LwYgZd1a?Xm$)Tb)|Wk6ictKEH0-WT>A ztz!cul?m;93u{OoP2Y$G4M}yQ`J7bb;vz}C#bL!%!Pd2j^Pf!tk<`ae!1+VBRWna& z*v_rzr^!gmk#J+@xWCs?k~V*;nIcruCsdNA#64Y(pD}7J{nQ<3F(Lp4*~W7=uNUm@ z;pH)tNmuO@ed)7dl}*~+O^JhMUDbL9`w@I!&`t$Ai?Qb>czC#%lP{WHJ!gFOR^fKX z5CN9cB3>%Q)Vw8sd8{zA+L%2M>%d3aH@M8RvCokccoc=Mb(OF4Ny`SG8l$wVSU-Nc z--StM(A|N;zmT-%nv!XZOCh-|;xWT`&{M@42Oe>%Yj|=^MbpQt?n|94oMHfu?MYsq z=%7cNMJ8Rjp_-c0ut^r~1>$UmI@)y>q>zZ)uFEWG8}q?kZldaf2B7;)a$6 z@2O(tH1FsA)oVLD$lz$cw4NB-cXEps*OkYL@B1~rZxx8nRL+%Wrj8X~N~Rj@udS%m zm^=G@t&mBYQXW$~JNU0dW~GbUX=@PB{H{WM{L_?VrZ!9zel+X*<%xAg>dr|0y>b~LB7==?y_ z>L2FR9AvuFIL<#4d$5dZydk}gm7t7WZyMYew-+s7zLnqCid&`MH+xI$bL2DEs!#Hb z?kn73|BtgTO_m;6k^P^ms3jl_lSS@-WAC0+0PcXK@Ad7r9!^opNs1sGA6_ct?HYu4 z9L&ixa9fLxqjPE$vf^vUmXr70Nf*_#U{*=aZ<%$2ssUj&7!WU#XYl*iih|1GY#PT# zNSN|Whv02B&tXU&y(SW#nBBRfn(^r^Ng!3v&lU17*FY(tB40b-sf;+x)?s~&_^0#a z9lBgyz!7j)FJnfg5;76lE&k{?50U-5sL7PfvOBqONNwzNV;6}SKa?!raIUqU=os$V zT9SL30#k0(3rBK8wWRFQ`%smlOoM?!;qr7#T-XF1BJ>4P8K&6q~Vp3 z+Y??lcNM`WSymZ{BILf$JK;*g2i&JZ_bH)0FghuYOOa>sTG6i|uN8C+W!{Aprphlr zTkZBc-ARh7&lNJcX&u201pbGNXH)ZO)6mnUCxXU_Po?oK)0g&Y`b{g_B{|M76?*;n ztFlXpA)>l5ltYFIUI6S`(~ptKWS#kkxlOV2SER;3zaKdP$EXLwCMKu%=P7k>;O}E4 z(re^8`<1FIsI067XrOB~EE9OhAq3|h*?iV-Ebb4JbVtUySh$QRv=`htZic(!?r{_! zqs%C??$axgJ&DHXHaVr0#_{aA8sKYfR?*^;!i)&(@<&SY^twt#DlznCK4+@rcH-QF znKN;Zu_dx;6;TXLvk_O}sloBs9sE9}I_dr8G#hgiV`{FnD&eaD!a8e;6kH>Dsc9&&fGu-@~p1xi1#d!4+(Ej(2!4_1c+kn=3K!wJqU zsz>Lr?uR$dbBlKM_`sH|JzD7wc#3Y_JVU2kzSE+tSM0_IhM98|Az`Y!jBMP}(X_vp ze$+_t>D8RPNWTj^PdaLCgntyi!#+iu$)K_>$#FouY03A0hu^P&cyH5*6z#V%GpKh z>B5O-di85@2Fv7g&ucWP`rDZAOZ#2?tO7g~PwcbOpI$!BmJ0vT#~FAi)QvxTF=9Je zxK3k5v1^>JF}VU_#pvf)D_-8m`TkjQ2ddb(>l<{Qu3UdM)yU&JT26B&Jdi~#q)1)bd1FoyRacOYXPJ#n3uw~2RN@<%k1YJl}oe+m^!5zC9#WYd=E=PKVL z?O%-DJPkSDj}>$cOSDJo_aQ}V{(JT~%h&4tp@pmPW3|p22?RhGA-Ss{yQE&B4?H%U zYFJ}srIVi7^t;4iMKrK+X$iT5kASh0je4IfsRW(4qk%g-RPdqT;LN2+GP1{t3yvEn zG*_$q0danvdl)b>fhIvoXd2pkDdz?-XcZ}rv`uhHDyo{!ZudOTg55=evQ8d z@;mmpxYXt906U?9H$z3wGrjbBDqBjGyJ?L~>J_j42^_Tgu?d`!wM~iuqc=?HHmcZn z4JJBjohB%xAd0!(!zNaRzEtSwmjh9(pTcOCk~mIGH};uONkwYR?>md2F;&7#jS~#f zW7mlHsd3^%8(yO{lbvjBW`nPj|53||y9$P)HOqz=0P6f?6`GT?Hxy}`xRYLPj;)Lc zSlyAs7tVfu(xunVCtG8st4tNmNr2XATjvt?pRmHNQk_-Ox z9o@4H*x2~IxW5zu-y(&-zE_y;fSLLzgZwC-Mgl)M)$Yw>SHg)Ckeb#f^FBB5rHp-8 zrTVa1x&h}|9lwu!6??AG|67HWSLv)@w=i?30Sm2Hoh4a%?E16`UGHgKPfa2_PCFOh z0LnpCNn!>_?kO3m&Vk>DXe&P7`9A)TiLyHI)XNmpdP^@QP3v_+reE&2J>fEQ@AWPN z6Dv|Zc~?Qq;k#Fn=l20&6`TkQPS1$r9}hhG`-=0m!tbDhZTSxutgNRB%8KU>MPuTP z;-@KZ-kY4w_u=`AQr7cRMZ1Pj#fj5|V?N)WuN80CNc-EOZQ6!0G4)M8m6iW{GGjV9-e1l|pf^>(v5D6wvk{}JbGbiKE_1DT?W)u09R6OKZI zqI6bQoN2Av)8+TU@3gu%h_L6M)$<(WdQH!qWm>qU_MTWsalYNWtunz=c71dGOGVI9 zoA6w5=Rt%H5Q!Eaq@Tl;&i0Bsp7%+`+0XmFHyE#$*ld$}64%r8P}QkIUMq?ZYo@6& z=V}W+V$~j06gUM8z9r#7fLj{;m^>#`O8hM8$CM8g+79Wi#CoGEIHK!Q@KZv!f^YWu z+@GF>TYR4B1b)=}!&f28_4Gn&>hmJaTi<}~;?J$c8M$iS{ajfLFZg63=r+GN4LWuU zP#bsO^KgpyvuT-oAS$U_`zFQ58Jv90DpIoq(xD7x(SyE0h+c?1rA#qXXJjg~pwpSu zqw-Wbzc7CNUkh*!31rf8y}rq$mU^FF*=I*ZNIY-8?{mIo89Gq?-KSH!Ev$=w;>9sB z*nt@8r9l0pct##8B#qB+D+GK5j+&$x`&_Jag{NeYyfNX)=|rJ0Pw9^JnM}(kEnc;) zb)P9-vEnDqEZ5}GXQRC8$>Majes_$uo|8yt(XoTcA3#_jd8aU&dffj@9OA#E_Kzu43|CI80Oi^+1Hv*&n=Vd;<0&t z1Fll5c&Z4gKEu^SF5{Q}-F%%bp9&IjBd zYwilFu%sljcphKl2q>LRH=y|uY}l;ok`!`9$!{xR-0P%eIeuC89}}uFlk2JC8X!Jj zLtZKjPfg{N6e)M<vk;4*!brfDcw&M*?d+lph7pkxsoma){<3`=M~b=={~(0u;is=#_ENTOzfZBD~(&F zp(3FWvV8azg1@goV0Cq%sfnC z4oP`R`RQ|(-kpw5m;umJWdk9Z9YM+cb|=#sr&5zoufp&BAEO`Uy_Dal-K!HY14>p{ zK3%b7?79q*SvQ(&>{z`2<7G{)_LiLIxpz~2sj%0I$KS=XIQN}g&ZbW2|5&W+);fBX zaGbU>IXmLxn$(PT9dKN-x5OtKa^9s^0M!k0c!$pdr$%M2_5N+Oo=pWa>wWpq=nQzq z2PW=;OAYyz+t*1AxIJ@)yj{arteWnkE{P=9>WZJ{tTDf&x+7mqNaXZ#9|WE%&5=Ap zyG${MM$0~DpMMs_ud(9%mshcPTQI+cOwiOwC_0rW zyPQdLzzjUu&)i!aNh1TCDr>%VdOX0TeW z_$EIVv7uIaZ7qFr)!?}i7M_6bD(t<2SGv1(UF-SQ?`wI{&(-|7D+QsbjVW~poNNv- zBlrlvQF^jXYWgwiEZqOpvs+YJwsE?7Dx~4^tL&5K{Jg-Q*i&V!ILGIZaEhK#=*E1Z}sjX8{`=rCY{T%OTsQ3@OT+__%LU^uN(M(G_rXLWEY zAx=$UnMl{2q{_yi8y8j#8M#>$Z@F7@Ank#9P^UN*4yq1cVFqJX1Q zMXZ)}wiZmLm_`4l_;Z?TV(H941lC@22LdlO{bX#(@Y_lhNToT**g^Uv8A-&+}2D`o51^vIU8G%PC57oQU1$K1?0cn zU*jKMWmF1phuq&&Y2#T;!7o^IogTTxz{$I<(6birhNDiMoq*+^eW0--xA|nM z@P|E&-EagMB7|-ngwkT4Q~BERq6Wh=&|8HEYuHUXb|%zWKY2!0tF_-Y62riUwPfi@ zxCFq-v*e3q;>CR;itRm0BQHs+9w;Y?I-nc-0|8&EP4Jx4`|AsJ>I)Tk2Jw57%b7c3 z(7HZXXs?jhiux*wSSKk{R0u=4tI$YLwjn{;B-7;YD^y;u;dfA*iHEw@1l(VW5+itQ z>S&f$&4?-Ll4$o>s2SPN1!c(K${*cKPwt5h1%2QbCp@SU)6FRJ(OXviu&ec={DzoU z_Gdo{h$p3)R2@$7|G3PtyYlfQwXxy3A#}ya2baxnl~iU zt2h{3vro;?J1lg+1-~3Ct0l01GK=;c-IC06&RUk9+MWB{59&M5oSWLUi?Oc2==|d2 zNmDIV7~p7Ln=7SH^#OP#k*uk*AidR!lhTTN85%x$WiO>msXeAB0jJEz6)RMBBt zy#izle2nLnM{e}t`FC`LM3cD_%4wVO_?&L@RCUcliTCKOduK)tsUB%lq zl>1~Y=tgJTwlgxj0t!3$n?VY*7MJ&b~mt# zPkf0PoF6dO|v) zxTi^!OMH|)JEx*K2}o}jd#w<*ww-cC|GKmMQ zVXvR%kDF!BuR{Gs{_w`h-g2dgo{vzA`U>loz$ zr?TFeOluz>dJmH+06d`)59|6!ss&YS%EVB4t%w2MeTBSVBb$qx_u+?+G6xF%EqLPd zbQb)_9@eqW?zpRXxrY2h#rg6o2EQEf`89p=kTW6DH37-Ez*lkZoIn~un~bE#4Dpkf z{m0N&%M=a{{Gu#9%e3&q+ftla92;wyy>9HW!eY9j6VH)#TB>8hl((}-`LxmLesaL8 zGT|Tle5=8xrZw3pgG$g5<4D$!eh`5F-}iXK{j#u-Su?XMC#ynhq2@j}pwLN zc%qE#8;T#jUcdh6f`=69=qnwwJq=D$QB&6UW)T@0|@L;jkEJQQai|D7tQb9SD^?hF7fnvE%%{`*5cVIRvC!SJ_sMhgYs|j z7`;z8Hr_!O``8IwJO@eu&1ard2E?YpeD)>UtROix>eN)4N6DC9iRwvrUo_3dADisq|!PKZ~V%)WC90y{VsGA9GecG*nx@m?e5H>_4`A$cMfg zs#8vpLH0s-Np$B)YJwXAU;0yUIx=v78PlN__|cp9Su*jIJn5=>bRQxxNsI~MQ-uva z-}M@?3!S(}nZZ-pyr4y?a|HLnl8s()hn&B-F3I5h(pDI6`d!&pG|h|Cu`LDdcfQv8 zQUO_5ee$mM$+#2NiWRnB9Fw~kBz<$@#hzn-*yd_c0!VOr-zpSWgQ)^mT3}J(Cao@6-x; zT5375+RQFYX8^@v#I7vPSQahlM%e4Ir(3KJs?~!?&>LG{EBtKQQg$s)(Uzy4RrpfE z4rRt}CkC#7;SW<*7&CCe3)jQJwdtN;c%Hyj@Ljt2f0#<`9VDC~btVnwj@9Y?k#xX4E6_pz z;*$|Yz7%(C;(R)l?jf?WQ@&*)==GiFd9LMFTPD)mYXzjrnl!Egs*Q`cTpTsP8++I* zyAzhKq7~KRgjEwjEL{_{b4Y;EosEN0CYMgQl>=o)v7s_T|hOf>lInATnI zQIT5M*qLF67Tws>X?$9fw+eZ`#&dwa0w=#8o;#|vC}mdosxD#xseqQa=D=1 zd={*bsp9<_N56(LhXhxpkKOL3cFofv3#&|cl@&vN)kWSvIhzN3%xXfN-DN;5!-N=3 zFX%eY)=1qMP<+dG3h=r%Uu$23Y((HMkj*E}$AQT`HR&6Ytq;zjv0T@6pCk{y3k`eA zrwWzE9`t+N47^+y&F2E$a<28DD2wI3x@uTStJpqy&b6l5YwRyVTG7QBRF_MUIgo4P z`9&ew`mQ1$227gx#s^eabM$-<#{_OX5ioH)mIXS!%JS1IvX2XUFuXhVgA*g&jyo9T zCa|xh6(o=KFYr!Tm|_L#RdaVj?i>$6{M3-Rbu@Kc_Upt%aPVg{?Pp!I--QOu3@zxW zdol@8Gma_4?%w&@d}3wrfE;o&&puNnb(8&M@z5|oIhn)H72!VDrd}qIN*(v99+Ur= zIvn2}+Wj80y*%7jSRmB5*HC-DMksPt@q~o_G=mjX8p9pj#Mxgv_)>dfWl0^i?z%#J zDO-(8Th68@^mHfAUs_64%E5lGVmf*tMhB~=rjHe=0>^ChL!_o6^i^u#>-vGgG@c5; zXTl`S2kDnHO#jiCE_Qa9Yc;f;fnqZV-_e8i{Y5@TKxVnE!0rk6IY{lY!ND$>p(d{t zZ`Uv$n-*su-AtzE3JCnH>#0}V^FGg4_w4f=X7f|U`C7r22*@wIeikc^DK{12Ff`~q zgSx*{ZRguEtyZZSWy@eb zC&-SxL!H!0Uee+1gA_e-;T98G9B|&C=Fng>Bqj~aVViRS~*XVeY?hX7>q?{K8dIQdS$94))#_v@~pAH*$I~yL9Ea1oGC3j{qYA`+2d-c7g0` zi(RQIxHZz#cQ2(AR{`AjmH03l>npwrLxsU%*Z>Xo&mHrOKmR(j=oW>5zIBimN^aE22B?R7j24=aF!KuVr z!X?a+?S^HNt_iAe!l{fZRmdmYTR@!z#CfhwoA9Z$mkRxd3dC~Qt-vU+;J!j%D>i*? z@JA}C#z{QU(`L;sduHjVG zAsyR!^d>_Z!OE|x=+?e5!VCAmB*x!_*^uDX82 zBZA%5CBgj=^=o|gy*WFIaw#H_fkklH=5!Xp?e4MN3m{)?@$^2=gg8rRlhruQ;{l!> zb(9bRC7j=6vyMMt8d(uEGeR~mF8La>(Q!{Y$hj6Ur5k0+x%Vi|wa{j?M*!V}cj`t0 zj48oWx!r*>g{bv(l)?=8>NgegevRh}-(J3Q=g`i`=i>F_ln3n!PVdR?)tHSfpnhtO zOD>SQdG@z9{TwC|Hx=h|g=L89|9-i4Zor<7l4(~mc1c`I?u6D{-|i}MqKS_6ITXM8 zbqm}3HRvl{m&8g8${Asxj_y;F;`(N!fN=1hInG8sZu*Z|+D?o)XJ|KW75mH{Mp_oQ zyPqlNHdUX^)B!(U!`-G=%YI5WHagY|C9o^zd5#InTf1`NBgGzwJ{Q|_z$qa{0Noh$ zgo6F4<{Kkk&cz_IkuSAi_R9T-757R)6&N4O>8uz@yobE`xr2?C*VjVp`yBBMzcM%-8AE31pDgaBX3(IM&xBzD`*fODV9CE#^lQj#MY+b{ zkb0!C!k(pw8#OB;c_4K&g3eop#$os3jR8Tho z-W}K0WT9MQjsUHN@pN4r%#(V${XXp0t-w=<4Lztys{7Ys1a@%lf93S!PHoxuN61zY5cMHkQ^=BSV=pZ zz0_LB5zt|OahpjMMBq6w#~sOi`lg4p6xI0k_ws#tyVO~jc6{BEF>_NvBVhRDBDn}s5vHUGqb!@2}Ag}hYA z>ot-yVZ;iL)u3wM@bs#ewmLgDtt!3ZLL*c9&t40SqE?ynt*TY0#S>l&?x<>gUXp3x z>imKQ7Y5PB$Jog?=El$`-&QE7c>vv@yAXZxOIn4NB$As7GgvK-%Eh;q2b`!A?COE} zThjx9b|t4+wR1G^Rj`_t<@>FLa*4G~;ZtMG9kq%%*0ijHetpg=DNM*^F*}L-l$Z#I zVA3~(Tj)?G$;W-Hpl|rDVmn}RH=evLZydjsL!zRcxkFF3l~Z(_S8H~QfdhAQkco5# zcURZ$u8u55S5WEP!)Vi3YX)Tt;qg4TNsDqwCp@N!O}$?9Ao5WzlI;MA*5HFm-S^@VGwh$U!gy~iK}0zV#N zpU8-KtgzRLjRzevWpnsDHP4)u>Kb|PR8suLHP;|?&z4Asy8bCYmEUBc1uwWF6V4!l z**xtY0HFqkQXRRXaRCQAv!b9Pg-qgIgup8&vncG9-vs49Nj=3o`5TQ7xX`S|VstFn z57Fcl|HWrcA=k^=ZVIkENA1R4wE9WF&Dtz_Yj_QGeD$;@rT?g$D>ye?yO_0m>^e8t z4bu&i6(pwMMZ*g@iE&abSg<=l_yfZVJJ7z};)SjjltS!FC6{}u6%6|!o0 zm!FyhSSAgn)xw9lj)v^A>d%}d3#p{Ki8QAY#81zhdpN6_PoA;gni61IW)_!Y%3hCF zXLZ69P-o_!ueb(y=*-E>!F1J({F>a4A_1}OggH6$pKdj_OKQC;3)&!a+FmO3A1Vaq zI)y7KxSn>OZxcaRuN|#fd)%M9hZ)(Ylk#9s@bsl3&n4_R>}OWJ&A!%f;8w{X2`QYK z$ea$4-imWR&u^=`#gcX7Jq*n})9u6(`Cdh{D&aktp5=HdSkR$pn&nDgKOnWMep=H& zi&Yb4sX9+cEw`G?l4A{=&5PYJceb)#37N3mO^ug&Soy66w{0PY3ua zuKeaMc%gf3uEf`-z4K1`oX~%k_{N$C0JwP?c&FoxudN^5B|v>vVECsAF$#zFRll*0 zZ6ROEoovq2PrxO`{eZnbRB6q-G%^pA?)9=JXKs^JRAJ>*>SH(QVV-QAPMk+u9W*c$ zH5_TyoiK5jtN;E=&w$tuW6?DtBjP^0_L6zy=|oGXw14&Dr$nFgQz5@nTmj=Mn5zL=4a0FgDuxnO=)SaAA(>o^_xiH9 z*VTxu!48Lob@SH%9HnE^#$#JLI)vOmQRnZRZIryB-6>7(*pxf99z5NaTI(${FS_Th zz&YD;tWkGD$#Ybq8{e~d5cOo1u_6<<40;Evj9qrH;{?NNeSfOB(6Ofq(_s>Tc{pbB zRv~ZK@PpZs?xcsBBAxm%0Ty&PU)NKTJ^4%RJ6Z9wq_+A1B%4wI`0Sy;4V0G(dA&w> z0JLllpPPm=dOLf>xxvzslPUjQs zK9KqVt5CpU z%DEx9fyBtv>R7KI44S~~YgE`-N_t0Sy@ie3UB&f)KVQRMui>&*R>rat6h>h~wxD1` zM#&rD3aCubrqw}mg|X`Kk7soodMQX?w@5A~7tM{R_@o(g&9M(sJe>?#&ykO}-GH?) zWiz49!fWr4DaT4Eg;~q09mpm+wOVl+*toVLNMB9`;ca`vLUNyP6?v(+FcjikW!g>X zUX68p*l%wYMb6;L_o1jKY?ySq1mL8(A)8eX^et*IRV`<+Z_AOmsi12hUlshd7p0k? zHi0yn3fxikd@=3}8vb!tp}j(|f^!nfnegiAer>tM1p6j`uKSP#YHgUr%BR;rdhakt zLoE1rWIAMYX@=*ecc0qSJ~b1=U3e{R-mSUv=&mqWQ-+m4G1#7547?nxd5!Qgm}F#9 zafh;wk>kM%XA<;5yQ|PpPv$K8Aj}{ncG{jfEe;{Tb~$L02;-W&3~u@?fH@}P&R!~P zs*rY#aOL?nA|#^e`VFi0(Ixp0pfGcinx zbKGT1KIQP9_qgSxTpB9Q*NTUv-jj7&*IWOdcm6@a%dzSP{H(DWo#Unoq!=k70;cU% z&cyl_xXmLMUkk2n={TLvtCbrV9z@bGwqP*3*=|33T#JK(cD5kB7L5PoTi#U|fc8vM`K4MOr{#DiJ zrT~LeeKy@;Xqpoqc__qGYDgnE zU_?_^se%Tcf{FChjl2HPnF#P{tRd8{8iJ4tp2f29?ZK2wo;v`L~0O(brfs58#Dv#+)8tdh~+ zGU2f}s~^O21%FEe7Nb^F@;YCC490*p%eS7AgwGxt%usu)(ANqy!m^PcBpiKy_Ox)J zv*{s~@vq=jnnud5w#)5cmx5oPla00LCE`iiI zRfV4y&d}9xj4eK!sVWJY0j@!mE!d{!u_B+>%yZ0)-KS6cI2~H5e^7P?7AMu43jcP# zk=jB^RgW47#aAjPi^;AT?>4@WYdhZdJaMF+*n0l1L}6=`AeBQAEC9Dl$VE z^|yxC7+eBY*aUpQ8}^~%?Hc)66gj=r7us8ey;WpGrgN4}tjTv30XY_Sy5S15HHkVV zj)!9T7`_jKsaIuWUQaeEQ??Sc@L^ykuA5)@ob@~>Y=;At7H_#r!wA>V*9wI9x|6Sj z-Dks3!3)~b5~Iut6sGq_JHMpMJNi2um2)LU5z=;`J)Je&=!Vf@f77xAL@FTxS~}#?Zae0QvrclMTDj)Km1ngML5q#4^#y z2g)Y!7-ya;&lP)DeZGdhU4w9Zg}qXtyBJg4y+g_0y)cM&AEd~KQDh({r}v_HOinib zPOokCslvnBuXl0SoOWZ66=JUy<7D+&;UcKD~915^zkpw2{>%0C1S-m5Tf`#p3ijSGXPQUUjtM{D_{{r(u(@iN$zR zVQ&?8DVaVl(~pwZ4WqPv5>Gb^Y0lSLXN|aiBzEDhE2GvcXIe#90BTaZ%P7miIy1{n z2oZ?v>tMTB*-ft#jv*$CsgRm!H*Xb|aV8xRF!od_xOQlpB$tlcis2g4uF-Z6Fsb_3 z10oQK2BSjPJJj4OSv9bH%lJ*bt^rK%`SY1mg1R${g7U@iSIaXyHg$8Ln)RF-iQMLBrSmibdYM&R-%7~cp9`$iVojywPdx<6_#w5(w~MmRI(ULcY(-e_R>}-nzA|HC8Lb8!Jxyl;y1n- z|InV^RiJW73jdT)mU^;qD?z*Q*<8%l4@Ra96HQBp)CIam?j4A`fhWFeQ{Q-Dr2QUN zeeof8cI1s?4$aZsO*5^+U|q7xE;Y>bGydiLRWfsWWV@sz2D9}KAh1))F0Brk)GK7% za(A!)QUKHndalUHv!<+1U6O$amO1e0>tv{n#Hohm+#~yBI;%S)Gk<<9-f{-12sfxT zAXkqS_AeFM7>K|R(w!Z5r_XjB&ep%EbbcYN$>^1Jq<#Fy1B-f+5j`(jf4QT6V`?o! zH});+*U=R)(BIHm91~NPcA%O=Q@AXT75kj>RB`P9PZgKF%F)?jd)dI1jyw@y9;F5Y zt8^x1?TP{hz+H}6dJh&gIzIck%bmG?d>8+=k-@Fs%J^5%Hr@EJ%7=s)T2gm3eH7!q zRL)uLd9PE2y;i6tQ&#Pcg=EhaV4Yv?LJJP7rddJRfi%>{R{X~fh_&C-Su0Mh0QcPd z`j}bIlYqmfehm3A#k<2jAu$0}$5)B|qhhdTs2UJXMc7NVyQ`bsV6c|z1#N7X7!AP+ zQ@ioN9LZpr@DEeE$9~wqRTe=yE}8QkYKoa*#r{ic7@d+g|| z7t)p8QgJ$PD`>gq{;k`MCJ`$r-UB-}-w|>OI83Z?BB8;+^)ryhY~JCg)l(2T39X%@ z*iT7cEAr&|t?3<>`rD=zHGk&R;G@y$RRP-yNB5FJ<;j6MdP3Sh%q#Hv>}IOrg7KrA z#d5_B&v=?OrbVXIq^omahU%mj^X0*kg%n<3CHJ1r*>@G_cX3y7Z8Vpo&Z=mSWNsw8 zzpV7XNoV6#=eK)NE@?=I3^=agBynM{t*)V=ex05ddTx(Z(a})pSsd22riXzOmWnIp zzMR85@GW7LqU<=8!K*^^RG@UwU@>%7^{s-Yc{yQnB00YUEx61v%!oy z$KQHtl+yi`%64%soOVX$Fj>8=&~Qe&y@u)YHIUs=d&^jZ45?cGmBj&aBMVC&9jJ74 zpz@3?%AiuKp7x2cMdQ?0hm-hH)t~MGai$7z#26Fle`hh%X-;U60kJ#Bmbv7<8_~lw zH*t604`hRTOH-UCw2Ff&#NI0OwIanphB{B?J8ULG^@7fC-9?L(G!Y-DppvWN$x0l> zn>!geinsSVm@>6HS&A2Q<S3nkvow6n&`0sP!d@$MuOyq)pfkD=o1raahZ&!d3&SkiOV?I2 z!=0Fr68fkyz4V%UoSi{*EY$K$93!ka<*kBqSLO=TEzT9T&r#%#T)aDEQY>qnw9M$x z!``+(uL^J`)tWj?EB`^<4OqE8Fj&>zjWl-$$EhroLf&02r}u1d{~TFb4`>Yis^v z2Q0eeBk;fT?VRisfMU}oT&pEaUpSXXi_iCNjL0!1dBIbM^4Bcxl)GRdncQ&Urqs|Q zTmC%X_ES=PADPQp6Z=enpIp!TM;LP`a-2)gUlMbwn`Z#5J}Ihm!je3?Z+1M3El6ZD z=#$IoMaZ=)t&wT(oM~eJEY?TG@1m6VN*=1|91AXLzK}<)rWP(^as@W*kOA%#1iIxUI$WVr)JLzSgOZ)0c|fTKajU%p1;%1rr};pT*gWpyHO7PoBP2=xarC zoe2F}{B>B!9=hV?0;-6J^QgSe(kF zQk^)9>%CU|qdIbF-s_=1gq2^Va=ur`aW8P~0}tg*1v{gU6-D@39fl0ggf-XvdhST+ zhc1b!3Ggqla-H(*A!*}Hr^d|XL6Dy_xoC0*plf$Z13uk-#oIOD)OeP&=~-q;zdz}$ z7&7Qt$?;%M0y2hFdp@CpCXx5KMe3*b3VE(@1Z`2`Me>7o=V)=x(HYB;$BOGn_E@o( z-0!~Bkg2n8_WKIPat>urH;q?msR+JX01KM4(pCtP4fDjMW!P;O8q2JB>kg?t8F3}~ zYMJB;>0u@7nK@U{)FF-wPo@4tMRPZmm{;njP?k zy(yKh;hbK<92%`@;kM7}yN&4kz9LdnC(Rx0d9IMx3RA!fYkq?&G0U~E)Ut!MokC>Q z`$r*_+JQXIHP3Ul`QC77&ufJ9Pi`nd_aP{e~4^XM(P8x$pQAS?XLZ~eJ~vX5`B zfq`su#qQUy)$%Nr3l9-9 zd#->GRqNbhUvY0HR=>YzXHcJP=s#S0Zz3(ZSOwWoRwg6n-Y&`~sgf3M22S8OO+as3 z$&4?x**{rf_JoeHlMNk9?E5`I!bJd5)G;fTqz-@yNm4#(YFeFt)Oj;RytL&#&cYaX`h}< zi)ZtckShXkPx5h{sr3LCLFm3gz^LwGlAks@;YFttOv}>dR*>rlaR+UcEKVc5up!?9 zK6x({hAG{w6(!WVY9nc80Ty-#XQZkW+(DSBqI)*4N!qkBpL35Y=@kc6h`v;)V(U!$ zsO;$d(^gKNGS{hbM?s^Bk3)I(FSe~&8us0K$-h*Xfep=EA^&iV*Y}Ye0V|4BGZA#K zQ}nt~0sjwk4`$>3G;>BEyyakY!%v<*Z=gha#FH~g!0Ie%SRD{gHdkU0_IWg2G<15Ko!g^g6CNDV(gfbx%V9%4LWxE*f~*+YC?9i=BKG zdPVE$E@p9_8#&IGzooYG{>sgee>t9;Hm#^BtK#FyrW~3D_eZGFN0$+x>{1W&zt=gD zbET;ieyg}qf#>u-1IuU)GDx~o;5jPKqBUGswCSQVaXe3JRynMhk*YnT{ixX-{>)WA zt|}n{KOY5s^6j~;u-6J&9S&CK17GT~!b2ukV|RdyRd79u#(U>yGqo5|$qRJ+nBMro zMup(8fL&;=cgU&3?6QjQH11?%g$sL`1i1HKf%@bjBlX%oo41RRXE{w*oO=K}GWl+F zRS7ZfZW);xvm~oiz$52ks2BTvr$&<^QcoVz-7K07vw7n8Vc9DZ z4@Ixpd{TFADF!~9k5T3{_aC8`Ea+Ez736E%b-MUS z@J}mlsn7-EJZ{!#`fW;DVst!+De+T#q1RFh=SAM6895l=ain#}zPDrn= zFe#E4Y4Uz6$S||s2bs`RV_)ND#m(eEE5A!l@J7_y+4{j@^|J^2Dx}Y5KFXL7gRZlW z74}+DI#{co2#QXe)Z-4`$3^?5!M4qY2b3vbWkQ%E_G1efW`noO!Dk?PUW%q@pH7Cn zwRE4eaBVt@t{_Mgaay~t(8N$~E9B)GFj_Hopt5vbNt%-4x*i-w1J%)k&t~0U@=SPw zuQf55FsV13z^$J>9PQDB(5e@~-#w-Z7(?A}J;!Qx_40lG1N3B-f#Gh+Fk9dm%Dr|p zbzRqZ<{3GWykQ-q;87E)`h7e_gP&4z1kBi#7#vefEU}z1V<`TN38>1c8II*B9vp;q zo=R?wZI#N*HU)oeoXv+W$yb4+yGP|D;H5%duOXmsC@$~XPdLOwfpdd1RKeRe*FwvE z|9efnr01K`4`-_(c?RBtFp)SUZSUb!0Dd`c!HhcbqwuyOc~n80pq$j3*T9Gea^<<^ zro!y7xk85u!3yQMm{qQmek2o!|Gv}nKC!QAiKD#=_AzxA2Rw$Kr1tcr31n3~RoH7q z;W?5XS)Gfo+2t3#Y4PnLkBAi#%uk|P-2pRF?yO^MF*Oh7j!5ONJItTwsBbyX#fFQi zp;b>P$q&jS-D)mpC-9Tm52d9+$6v|eP*pHJOdA6r-iMiXXO1{tphF0`c^azXwVyp! zj0e#3uk`%s-LZedONmi9BqHFV>BA+`t|)qBHdHda!Y$7bbV|y+`F-LGlGVUcOD`dt z)W*u#1?S(QWBqf5g4(z{w!tLvOAaB~^jS%|q8x8S&B$YgzE;qxO&Tk3OnI-6=L$Xm zpESXP&$4%*deU+hQlw-y6kh?mD86uqBp2UbWff;Z%+XXh0u}agdd!&2N$}p~KzntJ zTw0Hp)0&_htSoh;Mw_4(7dfG`y@BGQ!yA`CM@*Tfp7e(ggK+gC(L~ z+$%5tLQ`T#)?@{6C0<(5(fHQ)WMOIL!CI~k$OHe6zprZ!6jCp(9A^#Ze9wSr?hT3> zi8`@TbX&`%(R6f7? zPH5J=ZY1%K{R>=rg&T)5@Kq=(PD@6FdLHmOb-{@!nsg6$LtRpx@i~UFRp5tADG?ez z&I9w$4?);%NpbOQip-L!&!@_{i!r^f5Ev2CiiI4D8>plNB#=W#lQ{t z5XPlMO9HB~GrDj5yHh%mDm(bno`onqIi;Pi74q^bsPUe%7M(8@un}@l?6so!jU$g<<8*?u0b}Pl4cvx;d2X8fnz7FIrUO>z&xgGL8LI7a1ISIGJB4MJAz*SU~t3Hz)zF!(7P>k^lMp* z;_-;#N&Qfv&TnNkhfvyHWVZ+>)P+YT#ku0E7-`?wr8y_hHwY`-A2xHXnMZ%^6N5{$ zuMXhLLOqP7Lm6%#V}-p|03u+m>oepQuaed3F}&&f^;99R*O;D$BQtPn&p#sq_osqi zPNKhN^K^5@Sk6vppA+Q5`R#FAVgFDuF%ed*xr&ULIvF7}P+6sSz%&)yUw*i=R%Fws zfMcd#;B*E)Mn&zDvuJ14=y!DX(Nqi4_d)t>bGm5Zu+sVV7jYuT=of6A*>(5|q{7_d zyNcl&Qmz4asejsUuClE5L3|zh!t{YR8T|}E+Gcn<@$G{h4qHz1iCFOJDKqA$dGB$- zH&B{~s#YdK-ihwjdDKY}B%;t;&789cg!%+Ju$r1fMS%HtG%u4)lY$(pRWsW-saK14 zDLfI68s3Y!qjKZbnF+ZDHZ{sqV)hI6!%@+jsuo4+U4^yW*;ru|6^A&Fx~5Z!jbB`R z)z&G+r0Bvv3yZ+W%jCHttV!>$!68)L$4GD834_&XsCzwRK)V{7^#4o&m8qoV# zst<{0$fPp%D49!VK2bWk&|E74W*x;dq@*}BM4g0?&2Iue?iYMW@jecq`;%`&MPx*+ zPkiT3=|9&KwFWmn8$GGPHsKR6fA!biHfIJ3yZZ{oa40GMrxJc_<=0;c)M9>=7QUtL zVn#++!hC*#4Bb`S8^Zb>XW};%QV#rsfAaZSQJ{&T!sN~^`uDsTUcfe_6Fo(<8H1Zl_zrC%HbV-zX#`kOPtWKM5IK9cFj)ai5j>*L7E&pK`&0ja} zfo!Wx&0_~DiPEF@U@#j7Jh`wt+BEXYZGzLQcD6oF&DrPbn?w^#g=Fq1X2nZtc~)~e zQkOC~&eHvMRrgz%NRUeeePfv@{a9fc zE#HtDXWO1pK8#GzIA1G<{*?C0 zvB%|#U%_+5`4884t~llW)21xr>^|QoVmW2fy!Qqr#92nP*syny(d#!)TIDR}=|3D{ zSD#x;Cz}zYm%>qG_iTY4#)eecIO0T}xE9TbZ-ki$`&5yRptsjBI9JN#Gg6Pla8H53m|7?7^wWwIHIX>Wv?Lo{^Lj z`ye4EfKHRDn^)niXZ@nf$bP4@2N5P)Cun_FVXqa%P6_8gCh1iXd(`MrB?`d`^y|k| z6yn9~s48C}PM)-+iR`6ngV2y9iJ~-uQ)q@WC@~afYc137 zo6k_}m6WheDoz^C&blPE^gjS)8+#DJt`3vL6ZhN4ij#Ns=^7&cT!E)(IKW27_LVY8 zgxS2jRS0OCir;wfwc*Y_j1p1&TUS(z*8QcpHz@ao=I=BZ%zckSX2!)%n7y(0(o&|x z>HxbdLLMsoXkQZymANQ;{M7y!GyY?4io9TSUNBBkW#oIUJe`nWxjH@Py*{`l zp}Ga56iZGsc~W1$|hel`AX=?##s)IeQD(eYXuy9C63`(p>6Pg>Ex`N6^dV;bkE$irD$R9KqMliaZ#nG#Bguyk(lW8lM%GA+n)9#k4<)hp-SYx z*v-V-RGuru-mf9=uku`x6W*p?P(kh6Lj}R>bHyHjjCs*L8IFGazxy_^PhmH{gRsvn zOgef}p5Lbl2pGF1C3iH$b=Dc(nqGS~P3?MK z)OueC&E-D7OdVVLZs<697j)$rd`H)2EGj(vU3Ii==^#;>6Y3QFK0R^kzQUD$bw?(x z#%o35A9va&L=Xob`17@bfBhRj`j>0i4G-n|&I$ec`*#lO3K>)BoC)Gw?MHkgbKgl% zNIMXF{5xBYCU{zKx~<;_r=vVIYHFIj=QmQ5Qg7-0>!dj&EEu60osg@I8FY4sfilG+ z3yb%t;(>Uc<(+Pa_F~;(jRux-sORGddu*J_?$rYYd{7#ngXo+|9MLcr#`C_yzC0M^-IOWl$Z_9(lN{uH{4J>t8sNN`kXW}$?`grclu*OJ?bRHa{Ll?2B2Q=Z*8 z##+nJg*OJ-lM~{sQu94l+4s*t1hn{&9IVy2zOywb+R>%R@4}igQ;-@NJ-U@mGvK5Z ziAo4t7F7wPxyqCX8)>fl**_4aMZ(KR>7o2qT_gB^tTj#WR14PEaP94%ELwA`4?(8^ z1^3E=o}2dcK^b=BGP9_jD#q&vAp(FXnu5hpVU~+D)T!vjRFE;FS`ZS=#7_l?6}cPN z`>+C{5dLvZo9wN^UMnKIWkkOc>Fp|t_~S<{ToX)X_PDbcH|XGkm#pwF=A9%GqmU!9 z*s(3>_m>V>X7pS&)W%bX61bEIGBf%K2a_dbNI)fbX<~;NCBse5*N{?G z(evbO8T1pyeP4D$jNfpLlSdt_(@Op$0+DkBK)EF3B@erpm4r*c{%I;|qf+NaBe9UB zHl-gYo566uwW3MfZm(fPL0&fpu7&)(aE6^G4x`Pt2ecY@9jrM6F^%-9DlKN75i&IB z#2vMMt$4kLVQd1a2GE7Z-x{X)gjfYGrE;5ip_VxU7NUHn?D9>4&^-HYvs{A6_Dp&T0ccf z_nxOz2D1r2m8RXRGZ_H)74}*o6H;@)K?=H@r;3jDyjIXPVBc4sCZy}V&g>uMQ==7! zkONqq*Wx_pB*I>)le;PF)n6;xHH0b{xU}l&c7mU@F*dF}iKH`_PjL;+`C4%yo5lHw z()Qje?o~FYys2!wLSC+MPM@|^{KKn62n*%SgO3pq41K=uX{WJT0{zE`X%ASAvIo(2 zX9IPdWB2#N#qI+};$QgJ!7u8R zjG1l=7*znTy9bea?od^g_-E0YLz7Q-c3Txs4rx|N>it$%K$XY|VC)luMdSNeCGEy^ zeD+WFKs*D1*K|CnDOJY(dUv0L6!+h+X*T*@oDWabpyrq>9-dpj#%sl}N^!;cUhyyQ z^n86Ed2r(UBTk+wgKv*jKNNTT(E8h+#XEh}j1;^BQ+KSSQ~^f-98-+ET+8_d+zGE? zl6B6eBQ>V6=NvjE)!>f&Z9DRf1Ewzy(c|V40`qJ`MXKa!jV3fWuRJ+psIjunw~F)m z8homxb0u*U14GxFc~rxcFx3rF1!X))4SZ@sWhRV{M(#=|g1Qq{&CnHQ%qTNel>L(} zm?~+hBjjA`lb}$@9Q`CdB#+kIl?&TK9(|zr$B|B;%zMB?gHGB9Co^`*qJI%*N~SA$|g;h_xLb06;&y-MosphQ@~9q;S#j>ns>y& z{R+$x@v+5>2=}V!=}>!WKBT!G_(bvcLchxe{jv|*;HPu~8fa}+u<;=B;yWmZ##CKX z1piubfcP;G4b$XXvJ;-Ptofg2wogAL9SIYF+pFE3qimQZ{dO^b<|0>g4Vhf2Mt4O! zvlv0CGhzmRwa-h!UP(Sw~h%l`6vr!h-9n4!9a zrlQf~;w(usQ|D$E^ER*QD=X`_x)V~~t0TxC!k_hv%pKetwDMurf(oavuRFdabtsHF ziJ%VnhvhW40`Fn0BLV=jA;#7{%#_*3PZe+1;1f;N0iQR{EsIXT$%s%u1Sqf3(|-gp z1Dr))uk-CZHaus?tYC2mYl*{T9u&JJ#WPnc+V1d-ijMBB)0B4Zkt9!Y)P_EY5Hwom*sfZXw)qAsb4a2kV|)#i=A* zyuGbDL`M(zWX#m5SDXqzXkx`@!jePtRH6S+;kng%tM>7u>|KQ+Z)=ecngUMOcf!aN z%IO>GZx5LBaIU%5?^GeJV%4*Uqp&3b^{}F_D|-X7JAyBYr<1}xuMTDR75Z9HA^AsN zYr~nRWp=G1wdW`asAXQs+F9LEyuc4aeWknSh_Ith&*f3f6JJ)iqnX8-E3PywhrLUG z{B_FD4vhpbLtCOQD{zw(nzIl z8M@dP?i=A?m*!xIWWGmD`_24HPm@0iFIcCOg$bpqY&S1N0(Y#p?)$|PUUCC=D)oobkt-7tlC7t7O7DW@jsbA)|H3pz$^=w~kQRZx0 z>_3oC=Nk{YMK|YK1y<)v1ty|IJf7a!W-oK3gXc}xO$aqq~qf$w7*~Znd5SMkcyoC0Q>{8*voB)(Sq8ElaP`#W&17iuWL{l&!{? z>713Oaaud7hF4Knz`KV7HSF=PqnEsYvd0R0snF!nH;z%J>}uC|`>m`nNvvug4Ni@{ zRoH6<{fDLr=jNcrx?a&hf1(1l7?|azL*|l{45~kjO~*u~MY(S=&*r2}#7}dRKX?ul z$b`b_obxQqzcDMP0uLT7_c|thAG8({dA7I&SbZAW9TeW_Zx#AlfhPs+>_P9U$fu^H zQwCDXd^+HdDQ%6Q;xt#2hQCTpydXYZy$e@>C@|rDs<5{Tn-UE$Jq)?lc&;>LQ|eS#o!3)hL}<-AI`{l#@E=ph>5>t_$`oR|NTxM>iytg90FHu6T5?Fj zPOEsRTFzdP`?VTR+R{t@s?h3Yk>|NDdQ}`bCWcjt9ozC{Qn5_^$I9mC6Y071X_xR_ z2pE0IMz2`kT}~nl6O7N58lF2q9~=^M5DBI^vV^`8P0Z-j2q@cN?1fySy zv$a)~pvbB)Sjig)UQ0gmm-vO^31q$|OK~|fNLJ8P%9C3XOnHoFp3x-=q=@kMk?@D| zGsld(eCAAT!p6O03+vNGJ>80dKc0X|k!s}Ou5T6kT%j?~P-$vG5%5)5Q>s1i=&hY! zLZ?c6Ttoy2Gmy+!CNJpg9pdDy-9h_KwkaRk=|37y6k71Y;tk~m+RoX+`3=19EAIOk zN)7WU?JLZAmxFh{Rh;kF2~mD4sju3wK+Q69&$}^y!;f&ly?7 zx-s~zSLHc|V!7}f51@Atwq>Zpu~7KOVa$q(BKBL*Mc-EZ!!<&Ce|Hxm$fnir!qV{o zD}*X&=6Oh0Pyx1X?CYd}Y&O^GeJarO4|=Sy*NRZUE-BfQ``>lvr(p)1Gfzx-I8agM zE_k7`DZY|E?m(?5owNO*ZG09p;%l3hC+gQrDZNTM9pySqSYJ3mfMNZ?zO-6$SBRx% zPRRJs0%To5Wq^OQm472w7Ib~)Aw>4Ax?T}#>lSCRMP8DpIq^wQ&?WU%1mY6eA)3HrU zhKxp@)`fl<^Rix1(bloOYU}K7nm#1#kUAyAjQK#I3E25! zlV_LDb&=PnypCIFJ94^c#xJLZRgsa?sh%9O zj;x#tSchZ4`-J&Ery>}-R#)UI@_V&vHH=t{3NB~NQ(`S3vpTUe7~MUH^=sHm=|SF5 zps)P#>7aqVahr#kXW>d}q?X@(mTN+z5kqrVA#WA(evPSuCL_YlLO+~dRg_RW}iSxYm zV%$KTfp(Vms3njIy5C6ircBnJIq$+6mj$N8X@9E)=TDaWA&n&u6W$za*cYCL*gX`~ zaWzp1us+$|&fmL)T+NM*&y~TKO4K^erl`@B%+wLa=_KxtbkN1*V$3&9YDUdRM(wN< z%@{NIL-J@X94nBKN$G>3qM+X4=2h(VRdAzUT5$(=Tl0JIP)6b8ZT&dwbK5%l;Po{Z z%_CzY@7Tu&WOHcTWIsq}ngf{;id47?fPU>6)mhOm`!HjopreMV)QoH<0oBsOtfh6j zhZ*kbw7)2Di*FMijD66m7vrE!DDE!`iuQro71?1`gU4R-;kZQcx04gaDW|+tobpn^ z0l8BJoK4$=#snO6A1Vx^&{oCyuX_v*xMRgGdAx?azsgI69|{UT88U{z&j7JL^vpo- zm#_YZJPn#wuT3VXUcZ9++wwk!^@I4QYOdhU@i?o&O!|J?vM9EL4D-2>J!l5%md6VF zmkQ+b&lr8q*6g6YGW7dz6_hV^Q_-&>SOGZiO@)9DywSI=faIx-Q)0lja=%@LgJ$6m zBiuVcn29+;a@1+HVt0Yj=j_oPc}WVC8T9KjL5HCO-3oG97fzPEtH|!t8XxA@T^NX( z+jLeid84WGBLOuA{KmXs^nu?)aV>L?(B8{yMSv)G6?xJ!%&v_k#^7FOzl->|MFGJx zan0#{?3IU-yOzp+eEPSo1kr*#)z(-dO#lsohd?2c`_*X9VSp`yfCjs5z2g>3{)ZdOab*Q*P! zHf9EURV4YVOo@%1IZqM6gx{f#|Uq?-lpV&Qz9&I_E#hI$W+ zwN?3EOoYhre7Co>`0;T(N z^wZJX7A7N35xuVvNhb=SJ17)XCWwg`@z<^T2rzR8RL?f0RqRaR;IV0$Spe`BDXJ}< z(!V!!J1I#dD!>o2!lpa~)6^7#tcrqL#i|1Yrl?*T2~QFTZeR2c3lp{_Ub%6tac=rh zp|2IW*#2!VUwLA6igb?iNiGt<<>F*dCcV1`sKHLWliAfA)-mU67d|dvY(XNpt4Oox zqSP^T;Es%;)zk}!7t%>9#DMn6$P{byTZIg6Eetc^PTG=;y*O3HKTGCU^6EeiA%SK7=&{u&2RHmVBimP4Aa^Dy=;PIooR^_4X=>PSzs5)?O~l(cv5S_ zVGdw#fG=D{YP>>6-!HxfqC4y~U_xkdOH;GlE0ZrGHHGN+%W)JI&5@It0rr)K9h+vV z{Y6c_<$d8Xh@Br@{u`;lKuL_Ds@dp zoH%@W%ve2}rd!fcx?mS2TCiM?%GQt5{GIop@YJi$)sJLN7%I7{2eabD`x>n>3rWI@ zQC=$K^%{|>$lb+4#gLguam0v;H?nT79q2oyQ<5MVchj?^AKzCfX(O30WvQ(e_f=Rk z`&eHq1k(0&$Tk*Q>Vey%0!{-1zcAgB{7&(w?7y;^;&%#ZjQLz&^K5EKIH%b?L~L@s z*KobR>0u}n)HcVdzHs*y`dT4ufNGRzV3;cVSkbQ`!!??=TH#zdp)89a6ub4Qa&ovdHx^cr3x^y>Au^*+enE9C!h4dDu8<{UU}%7pE>Q75Ia zpkqCs=PXX*5W{@ylV|c+vGs`u&w%|fQ6|k+Chy9f^nHcBRtPn0>FttP;I5%r!+M%r zr|shXl%M@pk+_t0hg1tcde3byJ+4w0d|QG4$&{)%1%7m@5Uj{|%4~hjG}oLq0Tz6? zS(2|off=kJF*s5p*l8d_A}F<-J()DrKFRqe|I;v#E`1?0%YXkPwX+TR4lfh#>4pk< zy#@x;5^vnUBT9&|8QHWci8V(7=`h3$#3Q9fWd=M}=zE1{P*ujAKQ9W{1)asP4+2RD zR4XzrkBHvqS^q`4X*Xgpg>vo)=}zLE{5%r2F}gjAmb#v^FOKZrhUbPAMc zpskmh+&ryzusjo2tIz&P?jEPF>pIL|gw+c;TeC3-Py0JfCXAw{YKF@q19 ztK$HuYuv!Z#t&9L#$?1EQoD4MCLT|o7HCg=veJ)jC%t$u+Bqs5$uW{^DLV^hCTQvv zhAGd!$G&1EVVgCHJwHlaWQ8cpO+}o_(QEHWx@DY^54SI7CyK%xt~(H*#U0mfgGCpW%(a10)$ud@1&*V!s^ARXhCH__uZR+}+XyKPb6Po11lyi1rg;SpAV?{I%TG#d9IjRjR8@PkKh1_f5um)N1 z7=%A3$ z=nYe4uQ$BPlWn4if6y-%T9OX}<#UBj6@nFZ!*|$`!UnTfIsqSf$lae-U9F-+QZJ3; zh&ik~BP8|Nr0^&1m*#1-&OMZJc*~s7=+vmzR?C=je*{S1bA<+<4n2qjPbXVuTh!>_ zR^ZE3-_;>K-J0&?fLj&)F0`gGil$e%O7)llCp{D3vPk8!Sh@l>m$Sr!NbS>-;Xo-o zCx0n=>o>LwvZ286lbmaJ_JYz8M{5WB=MQ7_99GAaf-2Y-nf59)oh5g|15X8@M%V5e zh*@dPEy<~k?iqSimOStsGTEAZ@@S>I?$cFS&@sV_{06!|FfEHx|BmMU6R!71;d~3^ zi%oj5OfE+L>C$$3HSYNzD#FLKsK6!sPk9l7&cM7MvtY{^U&E0r^)tn!z1Nt{KUTxxXB37`a3hCB^vbzhdknAzz820Z$SBVg2P1U^}qD&!>YX>}s3nmtTx`*^P}%=9~H zBg1TCzsJ-t!jKe0lGA$~bMQ7AnC@b%t~FSL2KSffakcms1L|}cQ~J#FY>ZuU7K{hf zxZ6s9DNFZ#_NG)nttBJV`qNM|+JzlLEZLnW4`W@>U`5*O)4Vt`QGzS7Q9uOTg(`f9kI0ii1S(_*b5cC_gV; z5%+p=p~38H>U%InwYpZ9{1?l~2p+8taA8aZF08mnkOJbz;~SZOkR3?bEw15J znI?FW28Nv5q($Xxmkx)`q00SX+chDu;6n$b=6=O(Uas2mJ$@@$_Q|X7`Kj>ig19i#)i6jI)i~j z-S^Y=-j^B5<$+%gQklw>7=Byx7tx|^(t9VYFa?Pm?~e4^#^}@MN(SDz&k9oeRyE$C z^n0ujd%Fho|J>8D1YjF_W=?g%Qg2cnvGXRtCCL!}P70mrxQo;&vyZY02WkcLaM zmDeqv)IZL**=_e3Pn7C#@+3Ax!j6aL#5*g{3+EVo6xmN_s$fr^v4UP^uFzclh_z=h zZSuPi*$f4D$oan2X_JPdpFHG7<`IZ@u??buD!ymO8T1a}wq_HL-ayoPAo3k9R-kON zRlPd1x9oXqzG;67sS}ZJ4M%cFP;U7Ru3XaMC4XQq<#uP!74ldi_J4Yn+S8d-*SAb^ zj$c18C4X+$DR7z}($g=lQ#gX6$qcbO+%eYnk6WGe5gb5j3T34exh{ey#s?2hDfEW)#yl_$-NpUNX zA>;65|Mi;+%W;#~Ee31W9oj<-i!LL#73bOB2fnk9@GUe}obp_8PTxnZczG3YvC`VZ z?B^Em2-ABln9^!&Tc50Q2KQp0iOq9V;99c-1n5n*qF>uvj+7Xy;$tya z&zU%1L$z}@S*PWv3rM$Jl^>)quT0>waz`z)C!Z=Tq62@E&2v`j;N%!iIH}Y@P+_Rh z*9w1f)_|{D;_D&&JIFn|vX8MFU-`_$t9)7I3oIn&Nt2&6&t4DV%;|hAKgyfOn3-}h zL=No7@Hvd6JesX_{s&B?78&Ssd%#8V}}k_nZmhTp6KX=_zYzSdh=Y6-IYmwIT6>=5ecX71T3@ z!x!HM#+^U8ynNY z)tLxpy#gGkk5yPEXZD3gu_{*C9WT$^^_}{TyauHXB(nrACAX^hHsLkmk6CtoR(i`| zmwFb3Ou7?=c|$qBB$m_taj*WvRLEyjq-D2+1}`-3}<@jbBILH@@$0T*BVr7#CVBK>Nf_WDthMdP<_nDiY_xiV}-)HI4wz z8aa2Ck^~gu#HA~zAyP*$M-%<&RMYudWSB+YIvtrO)u@D%FLM<_{bX>mP*kLX5B%Tv zSMs!Aud6*S`P0E#2s0Vr7H87LYXzNfpp%Z|;`eJPhEN@xh7?*aQ1};);;%2%f2oki z3VFT8-ZnR@Xm)Hnfp>J{>2|(UP@dLQ;kG?*6({d=2!D}lg3P`OhHR+L$V?QUm`n%E zj;dyaw4yQfGB8ra`3v(dj;io4Q_=j$HFt#^%E$-JPbcYbxzA#U)M=9iTD*|?M_H|q zumUL&84Q@5npLz3kYy97H77Z1c8)j$QC_gae9Q@3_VwP(ZB|hLHPH2@?Nwk-xNo+{3VFE(5{QJI zecByl-LKD?84CPUolo=jSRrKNd~=PLinD-!$WFhek(#Tv63aDmye+ayicelJhkb#6 zsF1e`dA$ZrfwE&;H}lGy3VE%_!e4+{iD%XwDkWF6sWAe^?ZJz_thgI&AHPXT@P=)4Fq{>gFkb;}iZC@(vtwPhz zpd#>^ySl_f!7ON#;z_MEc~?)GP`E$l(|nxw+x`++tSW~SIE@cG zrT@5(Gf=A3s$-i#e&y=P8==)e??Gv~#KzvG%*Xwmu(aeyO%6<+di4SA~&FrO7VCj`Zwq z`ok`aJTZm}e?7wbq940XNea*mx}34Iv4uK=vVHv5PvS7*FrXLPZ-dZL%sa``t+tcJ zMxAmpqEfSc;uH;NPeqGyu8u036oIQd#@6rjKt{Kd)3143VIrhAc6lF1#+O!Y)8Y(n z3-_qU3O}4QxB2ui14}L~P85;MVrHG`7DEfjZ_u9g>~4JEz|E=>FH-+b?Q}_!_07x1R>kI;&`syPt;A)l?lw}dXnN=!d@n3RX4wa0uuXN z_3QJom_Jb#w?x^+Ow%LtzJhochuuz!9xL{!=&8csG)B%(Qc-*@{pt4q$evO0K3zGp zFtgs{#wza)+;}Pi#+^>w9_M}LasMm`N&B?t3A~GvS+9|is&5tcTHzma`@_t7Q+)UO zA04uZxAk@nDH*BP>DBiJ(C`-Zle_V$HO>3Vi+=X*@>Bt0u-j|M`>VWEP)EONM-P}| z_wCWZwG|!8jQ3mJljc5uS%{w7bQW8=d?Ko#m|to6S=0a#I)>fD4E)E2KG~|`5ZMgB zhJNc#L^{s^8LE48FwW4`K(1VD+)u#QY8Ng6Roj%OHQNe5nm3Sct;}Mzds4@or6Dyj z839)KU4;Tk;;5_&!$jDp3a3xmsL=g?oPAr4#Kx}Vf3LzzpaO)T-v7qtx|Jj&n3Uu* zgTV#tLuXg1l$m_Q15<=*nCU4sVOVuCLinI`%JYXa$U%Brp>(wAei?DS)^2DXWldpO zofK>Sg2Yla<(8_FER=koBJdee?fS+EK)MgQ5E~m8(7VIb3%;DtT9cM;&oIG@s!>&n$fvnnGA(|yR-J^7SM{~6bKafukJKzzCb{g}(W56PPi<#~vMkWNyAgo7Z=z2J zMeB#1+NLuBr>??tgy>NGI-}F!^~BJtwfvV*wxBnJyH{1v^ib-7tjaU}aJp+bvEuW7 z9W?D(?cyoI`HmiS@hOY(i*RhI%;Di8vT2#feu;XnF)_R<3mmGueQ zHkqKA7e)=F-C`#%td9ut;68VqiMlJ9HE_-I2FPC#1|~Tgcy}~Nw4C~QlVFM^vg_*1 z`id~vo{y1ESDz#MKQhwFJUNwY7_po02P!W#o17F&JcaT6@jKEix??vkQeA1(C1Ha> zI!2c_Bm!5!$iIATY(ZC6i7M)(b}3it7csa+$>uA-=H%J7&Qtxi zci+J)Bc^`PQ8j*I19zvIT!Y1-8n1EXL5iodj;C`%|CsiZ;}tK?>fJAFb0E*1z4R`W zO}ah@=$=z_*e%k$u?0=pf{ds-q_Uu|o6{!cH;@WwbG8=8PYjOZQfHs%S?^ep-!Ld1 ztTILCKze5vb9&&X(=#da48*P2VA(eEqi9=INJ6NZ#V=Za{Xo8+nM-Zho`pS+*;;CApsUcN zL+&B{Q>u|g;m}#F(a4Ll94~h5L6AFC*vxW;1Je0^i@+3N+Zx!_8$yK%Kh%`4&LnSo z<5xr6aRfOSUM37~=aXOW$|E0`^BUqyoMQ@BMkn`UBEA10&5tomXo_cHs-|Tos>H-s zr#mVIg3H&ubDN@rN|-BhAv%hh!kHr@B8~!@{2+CEyn9duwg)xe-@YxQIy-*-T1b{) z*1tyh1IlD!6ydD41_&a;+L^4=*{cMVLW8LJtsTtuddBudE_HrJkf!8Q#GRTS15zas zyU5%UoBA!(Yq4eH(Z&Dw1;&7+M)m0+k9~}=uQlxJuh`e;03(?Fvb}dMPMWgn8H-J?kCX;jmo^w|dRJz#UY*`vB_(<# zQ6?`DLEyf2lp4Ea=C<^I8kAPlO-J=g!CiRw12$$)u1lJ_a3L+TYIPin%b^T4QNKr< zMbm!yYv6g$47i`{9&@0F2q)MItDWSRBOSDc_|G#aAb<@kdGWkb-jG)DoyjI0I=#sR zb=X&geXSwApUez?g)OMB|357WwiiF~ntGjF&7RYIjpqN(l-VNc0i;(nXnQ;F1p-zVNywR+;|FyraqZtoH1-)q=Mgw89wH^*WO zIi@^0X7g(^H8q?(`knRp$(e;lS|B`sbBN)HzgOw79bF3G;|3}$?b6%os!h>TauQ=4 zl)$@=(d7gFG@kcrg}2_8Gs6z*59Ir#$X)+R_$BEu<(L`mp>9f!IfQ{IM%hKx>k*kv z>-27{0WUwk0W)zQvhEK)y!Fxl7(+%%zLR3?I*OZL(p8=7A0c16Xok8AW@5c~K42yY z#M--G)v3vDXRlwZoZ-AHEfSitNF}@fZJ|+MIe0Wv6G~J*W zZ`pK<@6085p57`P?n@~g=unlB8_87n-0Qm@*|?~CtQ*Kth1sSuVmEffa}qE|Kp_#L zZM$`h{w$xx-_+5y!y2;Z`vF#14ZD~L=kj4 z;iQTAs9FS71NDfbMVNm@_-6z^G4H(`sx^P~evDh59VBu^28WD|&*ELF;l4fhDu5}p(3lfra@k9Ognw)yQq2+vJ`;2>T zQIF4)r=r$wWS)xVR2_xLJm_n6J0Z-R=9Rj&1qq4biWZ8U-&2HcF^vGDKwQ7P`Hu3` zy9ku)(EXweCGZZNwOGFQ9})W+CJ{!ca0req)uKUp?;MfR9lmwXiG{W2ANlVKMX=31 z*h9Ctv!c>$$r^C7jclGecIy~%PDh;@uzy9 zl)1!M7PqF#^Ads2h}JAur2%5aFL%ma!(BONGNEzOG4hHW=39q`u( zX$Lj@di12LcVXgPOPKF^WT3NfoJ ztAG9D;9c1|dAFO12S!#k5lFv~^@7{|5_)}(E#lZJKHn9VMI&OUD-SEpa*vCDpS<73 z$?Wv4P7|J$1-aU9bC0{iahIA;&!EMR+9Ql3lm|RTG$;7!uh{?B=a2|?cG~mx#9Q7D zhCSEzazshJWos<(aB&a5hkRQ?hoyI|vcWQ+{P&3=%Q>4EhyVWX{u*IQqN$p&a2I)i z|9!V})=^weB#I78r2)m%B(Jf$D1oGIPBrWV@0G#o`%%-Tg1C2F4tFK1T=PLQG@75+ zs9kDJ@qiIkCJMULr`H`7?t>`uQ`2Bh#S||e1X-hWuB@Z7elx*sy1M z7zbu-vW;2G)jKl7y(!i|M6f*F)z$dKm**)$JDu+l>Nmf9teTGV*;D~fuGZFbzk2Oq z#&k^zD>jjGH)2F12i%w)C3HJ;Y{_O7!5c2N~>buoq> z_kL>b_Nyd+}OVKA0C?$hc{jrIi&!(qkheFrln{(cw=E@;ZUxB zQ=VKdyM^}=j;33APi|^_e1XuOYu*c9r}knEY{;FgaMrilG^rai_B8@?$B5VPuLykp zmGWzR`J~0bylh}_<10dxYw7kNWJaWg_q6HkE@nuz*YOOxU5HA%PpcD<6B?^UZ)i$( zEoZkqM*Nfdi|l<-0;hM1T@c~kbpv&0qb7;8v%R}zxv|$#*On_3(rI52_7#!x!=_bZ zI$l7w==ffwh2>VYFy^ju(Z}Y+X2= z;1M3CvWxSw;|sldjM^2~DjuJjPDON?{qP&L(RE4{7ZCL|Ykd`9ri#+d;)GkA+|`7YfX-J6eQ z!zjAvJ4Pm{O&QEsIsY-DfPc=M#JHFs3<$ZSnD61%BaRkf_=@oN2yj=jA$MGTyalHe z5HyItN7Kq$&0rAr%N2LQZ&2dt9wN9}!{wbdz`EzYsYS0$I`MQaU6$%6tKVx!A*H^Q z7gw73``w2|XBMRx>xNN_V2yaOrhu;z_Qb8Oh^k+9|AvJ^a!KhQ+|x6QIec(Lc|oa_ zn;K<(=kUbhio38+SIqFDD|u#SFtR68ia?O%j}iEc$Q0!qGHICsU&9Gg9K00y5)KWy zLK>;3iKe})2I5l$va8i*7FM-sck~6K8IMpiE+~+DICgHX#10>VJ~dPCZapJ%>?&52c!kfX}`dXvx3 z2&01TG2;AOgPy6Pp-M~MzasD%F?^SU6sHO2#<%(vj3heVivMc^~SsGbw; zpI}ciEgCZ_%ZipXNBCz%Qr<<2@gVe1%JoTa>#$Vl|FPK<!nrlR?h!Bq2)lqmjM*!QsD3CohR0H0h#JzF(Rd6M02SH}ph8X`2o<3TYR z%l8zti|ajikKXYUhO2v5fh(MB{Gw?Q_?@Bn%J!RzRX`%LC;c2zmDXE?Q?adTYfjV1 z)-k%OPbcr`=sX&)L9h5gYK?c_Vd{^8JRjd8QU>Ybp0qJ?XH7H zZrL#3l{+k661oP!MTlK}u~mhp{49_xiepot0{g700;c$jQG(hum>r&uIjVxks4Nxm zzr3-Y9fU3ZQx}`HI^}lUkr_^&ZOx-SR5iTNF3@?Ur|;W?8+2sjNRea8lMj=&KMGLi5^g=51^gnq0W zPlf7?ep;qwKs-&fuQh+K}p93RQy^sjQzK#4;^JMjr0CzTJKKD1fyLXiDIZQs-JIi^E zxJd)=YxwsX)Ev}Z31^f^$2&xKW6dmJI}X;tS#aT$AoIDE8F(pS`Oa%}#%qg->~Q{tt(#9Zx38#~Ua z-gnsQ?9)1T_K$n7&Kno{jzaLnTbE^jrmqqA0kXVG`gei2nY8JBSOkamVDl?DY92{7 z;eC8F8k_vp6Et&8u3a9}Y79?(orTU)@#>Iks^i@E++PuWJN1Gh=io?~)3b&eKWfD(-+|<3`rIjwR{W(50fVOe0U< zU71pE{L&6deNv1r%*^C+BfXq~gJ(a|+mO4`?1&2KrrOL?aUkkju)+A{sLzqu$ELxIb;9^Cd9Qbjy9%(O@8GP}>1{`us#xu_d8gScwo{uB00bS)Gl&3p ztORb2S5W<+`>*`2-@BcKFsctcd#A0$4WZU=2nd`ajrcJC<`K?{1ojfBI-U0KS^$TM&lyi3Pmju&Y!h2N>k$<1?vG@8ca(<7F zl%DIPY)qgDuro_m;(6a*o%I~=n6tR;7?B6vpQg|?bQLl+d5(B=x$F7qF!f5OZ(p}Z z^V1?VKHpEe1a026>AC+EuC#Sh^c3;21`QkBM!g)Tbj6+&b=<$!@UJzTa?3+9ls;E) zZqWCB!F{VI$(M2%>aZdqicb;iuz6dreLAWP(>5iQZ*-^Cx_XIKS37 zh3@n8SL}g7b;=oZNnbk$EOM?tM%dRH_W4&>g83YJTQ{oWe2qBA(^60V&j>ea<*-iP zY9q@$TXW0o^JjT$-9OvVHO%&NJ@AD_SbQ|EBX4MieiNSYu7^TM^GP&DRJnEcQfJPY zyfOdKoalaH*^sox;w-&BWQRmD*yPe@hvZm;kapshR#wwe+kC9BS2!N>ygx>Q!E=Ns z_IyyzUvm$aG^hI|d2pH=f;ln0qE+z}u?A$#N5aaoAv&8!bU+7>kOEw>+Uq6A;f1IY zx2(#ySof=InZRANkgm?ZjR=-(npB$qbVxoT6qVKek)!XBc`~h02(udB{!N+(Jtcz} zC2pFKUM`t;mlm^EyqE0C9v?L zdA?UTb?;xQrKUQ0Myvto449BAFA?MoCR$n0cRiH`F3OY=GoiZ>yKXTRulVX)K1H}W zpM{tmE-U}c?{YyzGMnY0h;`+w{ft)d$`?BDwCS5=8oyaI1C9M;DL zyJbPTfm=2Iw-Z|>o@z;G3aNZg{j?$p4S`7fsIKxJrNa0X00tabQJHf{qo~~xVkM}Li$&>sg!amoqNk7OK-S%y1Q{Hor$s1j8DCKwJ*7;&+N+t9r=dJS-FSW8b zt=g(Nt?tYNnpU$jZGU25?}cOAbGy%K)457S)vRW52ug#zzELz>XY*NGDGU^P_irjGeAv&A-ySuSP?4 z#vv)at&TlU78d7pq(l+CMli8Se%ss7z*EC)by-Htgg6H}BkoW$3t(`(5FAP-57)ra zB#s2n#V)7c#Rk>4GI3A+)1z_T>wXO+llG-jgT+O$-rM(f~}7pH#|1}~d+6b|UH#7haiVbXR%oG?(99^X+V zxn#TNG%^pmT6e>YG4NRLe{+U&c6Hl#Hb~#n>xo(8ct@5~j-S{j0iGIFI|@2gXh;al z1g{;mZ$$2WC2ZcfN)a*J~wfZ0cS?UN(s*wv_nmdZvq`DhGM$Ot) zz|LFi%9DQ^S(I$%2z*8)a8T6u+1D$1YnLK2>8|9w*_(q9!k5@{5Hz#Fo;>T(CW#9j z`GRG6i$MCUs^YYqy8s z!oJoZw+i3zr^_=oCIPoX<^0sCy)nAEnxNm52Tax4UC%YO6A(fKt6FQH!`U5sZNog1 ziR}Z1A2(;GoK}|-_})`;!m>;~$MSkcd)K*p4*mIi2hE%-oQDW}M%2mg6P}+YMLN|e z%^j>RE%r62iyt_H#|Q*5@OcgQ?=?ypjO#gU^U992|F;R~_JJEG)hJRSI-(7_qS08xr!|8nFgZ|}@kStm+C#MP6T<(rkh;U|Nx5^wA$)*@JG(1q>*!Z+c2#JaA!Qy%4GE4RFP0!Mf1&G}qb zuV+;_-7mV=`#j;TYEA1~kZ(0ctb$b^*CXpw|0tT^Aq&r48!9t{KPT3G3h1?87MF6| zFCh+e>>BQ=r{w+>VIL9pxrT}3#a1IbcUbS$UQtM}j<-acCQ$Zy)r6WVzK&)nthF^Rg+ygQ-QnQY}3t$acc9eC6)?XF!X)^$Q>#$HxBMs*G-YR_YY^h1Y3%lUEBo>l#2 zj3DoYP18Pg(EKaHJ|gUMjrKw1O{RCOPHHC?L`4y_3g z6cO)-X5-hDCuaF)Uy~y}shj>O)(bKtnDeZJHSm#hnvm-%W+MGxMtmWH241>fSNpc? z4z-*}c72CcolH4hehxTyCJ1YNknG`4$%#1Qf-g7KgtUEfwsaMoyVn0pglPn9cVoP2 zkVVL@&K1obEDC0>`RV%oiNg!qkoGzCa_{PMMoeKdV^@gbgG-uAof3*ex+UQN9ONCl&q}5r5__;(ZMV%m&qj`(H0SKMUA(hwVHad<_$3 zXD1YmqPat%oF=k^rYbauGuds>{wW=2Gi@=m&#IzrUm~>f;(E>#2}y|%qr=W(_!r{8 zVe!fR$GUD$Ovxbcde?I0uG3$~`673yhM19=IGAUF($+5xfUY6|W0x89uG6iQCPI7O zG_A7#((K-LTN5n?p?VqS&5C_q~^C zLdX~m?zSCMBe$vN6XWsz?72ik@s8Gyr|!E3(UlnGpOnwI`W$(wmHsrbB)DppSpNXw{vWgT{!rv+%FCwIVmA_)~fY zq=E?UkgOZIK~x*ZoBTbVBkViE1LUT9TjkEsP6rp(K-VqCrkR1IEmtyV>Mxd^Uf33K zvyjmr7uEiU}* zVqe3lYQ*GJ!w3=P@tHNH=i}JeapW&{(rgir-ah*zVBrk#lYHN6(=J6+T4EfDy;gto z;1%fTg?&gYgCcJs`pJXg(Xz^7E4?Xdr@>{ zV|Clxu##SVT*^m!R}$j>v-zCWC&e~LKFWMVbE(m5!2F>LwBm?;`uB z-n3kyyWvmaaQ|J{xu^9V$OVA9v^#s@p7D`gr?FQ_U<2#*X@1f09UG|nABnfL)?|~v zf^dgVG`z zZma2`WFAzGpVsE4R#*iK4_)T+?DoqRm+jXN%w}DcE}F8w?FMMifDmR# zOo;DXKE ztt_5r?|vb4NM`H?b&Tqe@_uR~*$Y?W-ji1vqKEewVV`T1;(@xEP}YY`KL&MV;;VPJ zJ!T4f+#ZjJ2tqSB=chg(-SmF3R1+^k(6htCM}*TL=pn-X!x~?oL)#h5oIY<{4j3zW zG<8#?_F$bd%F%>W(VDNb(*$=We$Ou@y|H(34&P<$ki4w%A0p0TPd+)21q9$Bg0Ve~ z`RJnJy{`3R?w^u^|E9Wv>N{NBfvkMq!Pl6$+dAD**zYLHlljkjW3>`~tYJ48tU#Qz zw}{U*q=78iRyqgX7-}^2%0NW4%#ok^jTmjJJW?gy|9@pli9_KWrt(uC^RfHFB`37| zKRTrL0CAf>BK}^32_XW&?0xT_(U+RgrC8{&mD9aO+~~XaH9Utajj7||A4P&o4-xjU zhJF5(yo)d8i-EiN{vPq*V5YR-5Bel=xiKyVCK?8Q{YQk81~v!7 zVq)BBHnxc-acJTJ9m0M}%mk*auT|05_RCeXq(_&ksIHz}s=V}+yiTc2VHv3x?5(GC zFcM+Z063y+UA&~xPu%#P(+(0)o{sc-cS!w$<>gzGB2x@nDaYYE!oDJ^wAfr_ z(e4J(ghYVSsUPH`i|xmBIp ze%A-J#?0wHBILAWL^t`*)lYXd_kz z+&LOXAXDdtKs;!BXp@>7l3#fZ#tqBV-L30^ykQ57gGSu4LoOMZ`8tZ@ldPo=!jK6C>m#6oIo+ zP1Bh`@hnVvua~H-Isrfi+y!+e(D*M%j;1d*`qmEu`84mkaOKz+Z|rY(MKGFH-)WY0 z_d)5vqpJh`R!{6leey2o8Ewv0;nDn`4_-8ddPkgS&kWs-n*g?UJ3B zpENsrjj;I=>Pv@KB(n25>T29noqV?(IKDaZ6{wmy3jGeH7V3eAf_Zc6u z_xTl(JA2dDHbUB0c7a|srW)}2wucRleKf*x?Vxq90a@c(X$e9-> z((Ci3+0k;)z;V-!lo}UqRenzyADZ&eE-E}2l ztS!eb-HCf6T<{S{#l|a0o_Ov`A6ZAsInbIm6gdZyrmSip#^ekn|8Wi6H`Q~zRAJc@ zON%^({cYZ0O&Kink98FtJLalk(4+?9zI~!QULqhPaTlHMascrPyYkd`ZdOM= zzaq}>HU2|{yN`O~p7>LkkM)Zu+BP*Jc113A4BpgE7O%0UD>l9B$n5jz$c(rjs7iwM z%5&i^EN5#CEf@X5oSR_3#ov)4hH2U zR>@bsUOE{$>M2v^h}Ovq?77;#s?J1r%5(Dd%ElCFGhA}w9)v81+k+2Hpu+D2;Vr`a zzeFtWmd=Vt=9Z6`8Y6AFUY#5|2g-`i#rJLC1nf#S4fPA@_ILm?Sec_Krg*yUm{jx|?0;%Gy^)2BG6W8|`0o3Wh zQy!1bm1);e`3(&x?TY;KsF6|HwmbXDtaN_B(ovcAb7@;<^IHv0L@6PU? ze!R1ziz|)>lom1u-ekf{-h!?vNmp7-1kqL_lO_V{uRz|9)L|ulln)B2w?v@t4oTOv$Acd1a$!cB zyhjzybvD|0%4bkn_RaVp|BRpvEHyLI#UN3x$A%)P9-A9x<)_fwT4U3rp>7&7G=+>N zCGb?hyf#f0XDt4N8~2+cl=J{jizZ~J$`%LSG&wFVxZW{kVzRwx(eLL=&JK{8P+Fm7*=GEvV|ZOKHHJdIELwdp~h^T;Hly@ndPyJ}`z7!Hi-YZZ~0QAHPS~fM7mS zk1gk7FA*@|9*j=TPMWg9u=DhJ&vv2rTg;UyyeXx5ISF|7WglFa$)k+VLQhRQrxC1H+v92O62~7J)7*1#b)(w!cja9Fw3cH!2X-#c z6?arqNcF4DJ&=y$)q4^)7$ie!=&%5vY`O|)3~sc(rS(|>BZu$2_plu~jB4~hyz3@P zHngKswW)Mz_wHBvY81$oJKy5szIqpCs(nn=Nv&JRa(MMn_?aI5tOooV!PP6fxdP?Z z`LtioRW$}u?Eems=`CEx*O*(biMJ9T>C{escKPw`DrbSY@_eRUTh6)SGjXNf`r4&K zGETg?Ken-syto>xB2yRt5X4QaeMO;Lj&!eO8UFvf!=)s_0dpRTsw#?y?-J9rnn?Sn8%POpHzc^d(}y z2}{L_HO%fEz+TVWlz2n9r{Alyu4ub&=`9?*CsVP$tVtU;GLdfB-$H_^ffW2fGp(zV z6mnM3J3H8dc=#@ts(FgE@rY!ykBIc;*^nxP9Yv-nv~SbBgS^o(b>YyxTdaGxcq(A- zDiUim-blzCMj!slernDNzI#5JDFz-W+}3-9e@1|6WS8za^3IlwG-qqzxfr$RTlE@! z?W!7&%|+E)@8ZIEO6`up^~<>bc=g9z6v`MY>D(XYZwp2b9-0Sb<%#kaYx`C_K?{nY z`4}_(&W@#Ry&R`Xqp9&Z*B+aWK)l|GQ9LF#2Ww_zw{y_9B(aL82$?qZi6)|MNNgb9 zZsfn6dMXMUPyIsj@fKfmIkmyu>a;($O)m!sHNHM6qEeC(?!K{GJY3udROgjBTi!3z zIhH33>^)*s_sBxK5ZxQ57hpx5&j{FO#QPe8*Pc(y92Wddc>Tf0$~MQ~tP%e_xO4}z4aAMaz%>W8ll|Iq?H7eI;z$&gOIUg_p!~_zM6>)b z>IVK{uH1IUP{XiV=U4?5&`Zbp;%?7x-8t(W^CR#X>ZFL&$ZS~a+N8la9D7Q@gxb3p zPiNtO>%kLmDA$}u-f#lNz>8+rN;5i2o+CI#F;&7^cq!fMljfg)Mc^}nkKpc8u>p($S;LCa~K?csBVvNYHccU4&w>SjYi5+dUA<_+dG zy&shG3+v>f7rb%2#b@;;LSaRK%g>GT{wxV zg%mZ=*{5&5P$n36cBwSup~vQ^yTOmWR*(DEb0(rXc{w|6=t0FPbY2><_!u=ZC< zXaF0_hWnO{H;=@8mz-l$z6S4o_ryARn`cYi@bCYA*&~K^_1KO<_bbp0&k@KOz&^tv zW_@ZOXH{_RlOlEQsnimr6px{6ePbnglGGIsjG2B{LuIkjBEBMgk1&qNJ$p4QOHEf& z9|rr>3#~eVI>Y6>(sj}(Tc*lSu*OGL zRpKyradu$_HXLj^v0_6pmQhM{6px962bthq#+;G$JlxYwe%RSwcx|W4(i(%?OD8Yb z3*MCTjWuTYJL@7Y+mD6}t$q6zQ5Iz;Y@hfXp*trj*5cF=JmNwl(ZCLf43madoAEVCp>iiU!S{dl#o-1lE}HjJxvay$i3JusC?C z7Yx$JUGJE>+UKFPyleAxpk2ud+*OZV>M1PDl#bfVF(A1?qw9XH-`3?#E*x7im)23b zVZZXjsn$)`>+|IAXPcJw96e8|bMLWnpYp-4fFn)`d06B7udqp~?>WB{FKIiqZ)S>U zV>fMEx32%ubtQEg*|f5hU0Ve0$=@^wG#5=Hk0PFw(|5-f%fyORcvS(SxaMT|IJlg`w-FA@EGrFJvS&Eo_*@IylYXk0iGsQd2;g#UL!KMe~zfbRWs?cVZOu9v!1%> z1(U7UrrPAf1aactq$kFa4i}&R9z+`$Hpnz zxJ_HOrCJ1?pM6?HTfxDVq?E(OuIqm z>hw`*4Vr0rkFd{(eGN;sg0m@=pj7WwRrDe)B+SZ!7g*&?3_d!lg4qkMURdcFOMY5y zt{zSkM(Sgm{#dvloA(HLlOaAMQv^Lz=(i07;-Vjo=u#Add8t@6Eyn6PIVqBl$iFO2 zv3nl)>PvY7yc-wL+?bCH-yMTfHxM-_?sK5*OynNwb!FtZ-rRo(Ui-rbf!rQky#gCP zIbq?#Hg2vv-2I|1^wAh)UT#ROY9yZOgWkoF%?&R!RMSKt_a7b=psAgJ``Sl)V)0Wr zYhyn|IKJ257Ksf$iPeo(XN61*ld=39aZhMEmR8>}XPK*prOjR+md}ncuQBf^roUL9 zc{-nk*X+yVKW?J52<@-mRlyU}uaNdnOuvkHWE|ESPmDvt^OHC>PiPY7_@M7l%mY@i zbIx*-g|*(3LwfW^1O1&7~zQ2ZT&$(vNF`57Z{enp%gYn+TDU@wWHd!^I z_mpb%$_O*tb~d`M0=i;sC@fdjCsQwF3R_Kb{t=M0fqAd0l!kzUrh?tEBZzjqcGpk^ zq6$i z(#{d~wFYI$Iy*sO&`?8QSHC1*Xv(?<9-O}_{b;I@XtQ}+N@o8^`_#SZ89=-iqvxo& zac}yC$Zz{s2jBtOHRw3k6AO=2_Z=Tp$k26-+)T!+Jr65|p+TjndY?<&!+h^JH%%rq zWO+K%!dY`?aCUOtP@-p0lV+?6-}f9Br4MuW={nlB`lsmr$iavs6r=8jD_z{hxu;ha zG2vZgs;-*grRUgc;$7b|CD8X8xv&b(8>YEag8SMXX&+}Yz`LW(a4bARHhvTV?y4&I zUGL)XyX0Qlxsec_=hgAr>-nHiCfA0ii+OguWN#7n6~U>&lV8$}4+60F3$5Pu^#)<+ zel__9=0_o1c6lW3T{|5=guI4!Ht*lE`A2m}>GGSW$&WIIAl!R1?Kwi7NCs76(O>U( zWlB;*^|oyCH)Tdh(_j+C-8I9+E6sf=P#M{VHcf8rmi2QQrIfNfrgM zj@}~dHG-JJj@A+IPjq@JJr6#-nJS|+|GElqc8GsUVN)kooLgd0-#-fHN*=myx^Hb4qz9u%9;DV*@u*aYa4zF{i19JQ`L!r}H)u_4^h8h{Low)9zWAs0)ap)SX?r?M$v!w*i1ImA-)dREMxe^r# z?l`xu({lSzHSt4m!KKXr@;iBqsO%Hg6l6NP<&RHzwr46x`@f~CyFvQN@X2v2Rdjy- zxFKH=_O*t6{T2KA9H3rswgKaU^C)O_QLqOd)es#sCK5c00~ldifOk!>BK4A%Q&ZoPxHx;^YpY1%XJ((H0y z>t0U?5dw@!hve^hI2oI>OO@CBgDuRGGX#eZ*}o22)3~o+IDbYzb8dbPR?%;_P&Ou3OrjgU%F04UYrj*%2Sic zw~ll4=u@So>*RT{ue0)ebs!VW=9TyQk7~|7M0~E{AOnz5jn9|ral@YqZoCeDasDC= zcQ2M2I%mWvQ)&)|E{a^IrmT(&XW`&+WIb2z>NWsdTfNcd5rj4Lje%3UIWapJo>bH zWu#ad?$$M_FSCA1i4NM`5%A)PZy2Nd+CS;UMb?R}Q&Vi?cl?#Uk zo~|m@mFMgNF$cnqU@psXPi-jSiPvo273p@`to=h0GiYeaROQ)`JB08cJ~G!)SEh^p z6JyDT9*Tp|ls9dx>063R)pLaJ7{!3|2lku?$v!gLsinj5X@q^_!w@!ML#5PhnFGUbukT1}f!DyvU!ou3h+dOt_l=U*YR z4}TYApDs@RyAtOc2#G{+r~avF#dqi0EECYw_!g2Wx{DZ5j95x~Ze2f!?pyT*?Cx@l z0fF}j`!5mP5ao#`LYtEBZ0YvoI|kytVpjx>|6D5^f`zk_qTu>M-%@64t`+c#(OH4D zTkP+?ePo2JwpepS!8Q65;v<63u!l81Baj@;zZVH(=gK){r5Y%d(x6H081c16w!fUu zu`5qm=@&M?dE;(zrsKV99k<7O1cupbp(%5oJ#!=DR%e#pu_5kC|Km=;ubJ;r`I~CV zC&#;Zz)b;yTmb05Lib1Z4!<5-&beira>JY0YLZE2Hr*1AodHO$n5n{9{1Go`tgHVt>AYQo!Fn3di_Vri3BfkI2;$QK%HAdW(ID>CYP#EbLS=X0Jl$yA9?Oqh9Cw2_1qg3+! zhyYpTwY!qF<)ZW5z2Zv|!}qEAvUxAo;O>yUm&ixf!lOwc5%7By}cK|D(?=Hue4cCanC8bXXM!8~szwVOmGA zI#)+i81htG!lY z+fu(MKYMk<4;!Bca=$cIJiEEhI=yQ*__LDliYQa3=7j}DW@L7)Oi=EBbcZ_DVvI~| zF@;qP=iZg>yi=i*fDK>B96a!pn8a+_?O_cAFY_o^$2h-5;4^{-1C#3x1Bje;S(X@7 z_%|$uu2qMGHM)hlL1C4ZL;N@=z2`dK9ka=~vGK zYtr#M=_uONm%3{txF;WI%~40(mW%TS&rV$U*)@&-M-qCD7*s~WbvR<5BLWF>Vbl3m z?c>Gw@TPZxsyvmMa#5eZG*nG?cHutle97s=_3tGjOFrNHUzlC{9+870v>LgTZ1~)U zx^~@)v8dVFR(l{BsY?ZN#$1ttuDpeSbZN6S>HoCReCSKcntmUHoq+$10- z*FTk!c=iSSityDB?Tl2oVv8U0(*;mkEfSxyaaO2e_T;Wr@ozAH0cD@(*>S;H{r`Q^Q|IP;#MutE zVGSKukALNJjq`Jj_GhMu&+qd2InM9z(mv|6#(#OHU*9D?>Y5s`H%+E637)HHGWu?s zJAi1+JVZD++v@WMQfY3Q<*fS^f_c}TjYp-mZqlxwES^h*9sEUAe7duqZ$Ss#wt6S^jNwrp%eGd_q_6%C#kVZFE7XDmWyhhmP8Z6$>*v4y)oNDuz z+osJ>6>!Jo-8FLg&^RI8x+~KoqWcIa3(b+Qt&dBSMA$Z0KWgRjeY>6aM;tN z*&5QVzHD^Au%Sy6SMkF?LSyKrqro4(;Mj91TV8rGg&#cIOgixEB%kYS>Rmarz}fu= zJ;FXChBacN9~%?YyR(98mlmSLIqdz@zD|cz@9f72A=ZmF)Zk9(>g|Ja41Q7sEzbil zy&UasP-mjyrQ*-r465vXa`)?!$?DoK*WJ(U>XpoYd5*|>Zekvob4~aV;i+rlqXP*0 zz1pUSVvAWnc$4P*7O9k$CnE7I;N0DagY9?27e=O(Z^)D4<9o#U89|0?{lvXH6E(3K z*iVbKc(-8=>x?0zS>vu$a!?M#?#Hfv1xB9J=Uko8^Fa27_1-VMLrT_9ijVQCs5;@n z+AeCgh{?OQRNm1s0$!?bm@rp*dng0qs0JZ(nyCUNM1;p&ebl-ME$FWZL~Z)AMobyK zp*zwAk!Ir3g=6*oaxH3jhhSgFJ7&8lDEl|GuEKQ@%A}h3Xl^EPBbN@mk#@&b^{wRE zeBT0ly^pTR1h9JcwQ+gEcNR=Lfv^S33EogDcs}~iv3OLk_tBNGt~L|zU0N9Xy^2IV+5rzJ(~gzK%p7WY-hV z(~{>I2!LdjKy~2VSUb!&Y;k3dc})4_1RoMa$KsWB#gxa%h~&wsI^cyfU_D2t{KMLb zOJ1C%4CdmQ;>3%NY`k|^`EyK|Z^M(%NL&?(9^~#g>z|U_-Zs6zsNSCusz-rP3Cp4x zTOKRvVYe#`!MO{!qdREcAfq$M9jtY}b@G0d8#KF@K1I0n!sm$hHR2b#MkKX+o&3Lx z`?+^F67<_T-_4UeALF6=AAdS|VxWu8Z$R?}{2$hkhyAva1?2tgb zIo={Lyg_XZ|BArySFEi8dyl~9C!N;VziqlQ^}3-UnY23!cI|pRElB&}?Yz&TZNziDzd|9=2!WU{yftgyT&XI8R-ac9L zB>xxr_kd)IYyOX!g7*kxIZxquC+6EL8-KZ9PSb2Wn4?t_7Iw6;N@%~BRwpF6^pi~W z{stv_u%VEeHbd&3yYIEBckh--^$ks>*~EppRPY3GcV3Tusn{S_f5*MFbQkymFzCwP;eR`bLNvwK6|8k zI9*96@0f9YrQ9;`fdtKy;8vB{LUG^tgC2<6)K88NKEhoN-fl zEe3m!F#le|zW>U51dUzaPksv&`_925?h0hyQ1>lh`)-iC(n0mvZ+FWgwomJBRBvCj z2d(*8q!%X`rYUDoI$rokL;;`Jf!!rjy1xs&<32@K@-0G~6}pad+_$j(2J&)-OP)A( zH>8>a(ISJ+CLV4Nh~otkwPyo1(4{%-t+(Z1HoCPw-Hqg?_mrlhs*<=0{@=;7t$Vlp z+l4&!lfnq=)ZO;tuA=%n z>66<0(AgX`W<=8s9})f)k)oW$^b-|L&Kxl~2{@^Xsrz8eAX=qG8i=3{{OGe980c{C zaNBe?(~DSjdtBAk|8BS+g*_gE9EK-e+pD>|E0s_$_$}f*XOH%DRtU{p=h^ppo%&HpN4=gbUHLY;F_J}m;bfNU!Aky-&0-gjGVr& zjzekM3?C6#5vm|#>X;67rVe#iW)oH6bZ_G*1Ctqh?A?vco8vU~t08u?=_+X3-W&IH zc))vv{g(*pYpYX@cMq!ndxIJ?Mg4(9x92K8azgDCk(sl3%>DJ`y{6~V{~lo)QS#&v zPvP{f&Ypn}3{0&({@vLVj?L{eBB7Qq5g%)qn99lXD-rx4#8cj>yoxNH=BVeBq?`zyWgJBLt@4CZYBMRB&O-&2#^(Lb; zb*Nv=_(JDNv+G|;pzP$J++6KN9SC4d&DF3y;cdKJW`?;3R^GbMVXqNJ^Qbw(t7m}T z`%DE)ry`m0+R<}_l+ja!J~9mM*ol;)Y&?D?hx)8OMEDe8vW9t~I)zJIh?!wpO`|nu zRr9XX8<=lYsny?g#^qQ;%l+2I{Yl7U>sz{sBkX&GeXfxXF-;*P>)RWOm@Ksc6^=v^ za3xMQB0qr&e2y^xig3Dc1>@|5{^2ax)yX-3eJ^R}?wVnb=Q{2;=*EAnzV_yrlPI;n z|GFcpuGAX%VT4U}S&rQM#)?bU-PBAv@Ed=B!GS^9xcBM3hZ9Kx1sgXqr`5)O^AFQ% z$JZMEwT6>;wsJHbwHsa|baLkZ@O+|XNx<$Zo6ocy6RbbebyvDzS*)QcJ-D;yx#OjJ z^%_||CY=dZ7Hmosi|w;|aMzQ6Hb|Jo6tTN1J`@~#_h}}yKKA{>IB7=zV0X!EvlC}` zY%ebgH)S0i)rxAl6c~+-`~Nhhl1(*oWjUUc!K-uL33bz$TygmQDRVf|tJQ4cuAmyB z4NpfrzDYaX13IE7-BX0Uudz<4t_XU$WGHm6OTCYnMWb$|-`SOk{@;bYlgH8>-QP6N zk9G1luf;YsN1Iv1cM&%v>5XSq;82%c>$09Ex0Mrv(H z%-a3sI_GYnq^bTAAgn!{``#eQPq(wD!E$bG4(6!FP5cW~!5? z%05o{2Ygi0L%xOFs_H65XICcmZ4MM_jo6e0xf@s=O3KIXx$~qp|2w*cGgi_D)D7!y zaNnU2?xn&DGz3wqi-m9tre6-iZvaMKw0JHF`#KbtF!lP5Gz0qkE-+3>^(HiRKi-)- zH|rVVf7{qC%>{AOQ_AUmBLDD!{4@KA7&H2soS~)~mz?Y5W`YznfPNR}iKhG3$xAUg zux{XX(&-y?v^zUczhI7)FosHjTUB|+Y%8v)`=mQ3Ca5PUug`$l{n$5k54XxKjdcTE zYq9Lqbcf4i9T}@5D~IOFf6vuCA$KlubG0==-rNVP_He5@3WE~XU+ZM*d`A_Xc1u@d zlv#RD=9xTHS{}bXUL(>o<=PNL;)>uCub>)HgI4E4<#mx8axz%Y&_`=Qg zue)QbTPM%7f??NrC+PlSe@cr@X~12*7BP7FMkW3g@xBK2`FGC)?vAFYf7c>#a>#AB zN1RhND|n3HGr7&g!$(5J8d)#+-p}bZ@Dc%T(a&o*mr-Mc33W~Sh0!e*xX(Yy|P(L{Ev1UFrt5 zeo%6WO}x?NCUi`=EuAL(x$QM?<0-&frzAf%{@H3Rm= zjZ96q?(7t^*K%a*{3wJ1rtf?Ipu;S%PMUolGCL`-zUYvY^M>bu0}m`;Pk`2QL`+3r zBG#e&6md(szD6v^-Iu@exrTqPk(F)Br9j9(ZlO@NMfs_b4BF;y>&Ub4Mwb7!{#c%; zUX3Zju@$$PUy<@%aR?3tTkkV$-?(e-ibAq@SO?ze456$~W=YoShNCb8VC;rh#dj6)g!k>nN3Qux6+t|)LSn6bSD-qyp5uh< zU=?q#xoI{XTYs!jYF?I0)R`#cjx85X?w=~_$fakpPtLq`Ri=nx4f~8}^Evjm<~cG1 zzm5(2l|6WMFzgtC)yaEsMDfL2%uHJRqx!BS`)lq>`mU{iHkGr*o`j+*tfNevIU^4d z_>3^8&V;M)Y`H@EX9UJNiW!*n7Mi?;z>~uAJ&!tV=vvPa=SKv)eNJ9S>N_j^DE6-e zDDQ1E3y>D$V?_M4DX*i$r^D_da{q(wlsF?>d2f&a|f#y1Ct}l}@_Fn3L?2 z-Lc8@AnBD)5sPkfn06KN0y+b=&cU#q_f(s`%cIiKa^)|it$&vnQ zO09`P!qjyNbq^iZ>g{pL1aIfhB`?XU4d>b$Ck|em+M1stGBzSc`<~NL_v`5Otz;;1 zdkFWfbc~Ao=8tSr!)t_#CEL-pu}S6qj_5P3JcG_B@7g+XJvBfZ*DG0iuMuYKX8}?r zCY5(!z+J?#-FtnFA(L2qZy2qj1WwSVpy9i zg5*-UaG)vn9d@7hHd);}BqvQI)-QK-Hfct51i;aI^zRXJ;Yg>~D_<`=wZ?1o^y6Dv zzngL#Xkw*);({!PJ-mhYzr^Ymzee14GH(&iRbyw_R0cb!My5>jPaSFfuiS82|54D5 z=u8lQ->d67;H9Fg{SvWyqi<{2S419la8vXkARWa$8)r2f+Z1)~sh5);n>T0Li!es1 zSbl38VbBi}wdf1tdr!A|qG6lw+bPN|5^+Uuob{w-W^sWtdN4hIde^beN$glBauIot zu#Yv$-V_Z1u=;a>ci7p+>&szbuHw*oV1yvwAjV39@D4XZ^$(db&2U_W!Gya4nG{{a zJPM=?hK7YJ2y<|GMtxj(PI-7?byoOeU;hirn)D3fEBxPg5i`a)!oJq9ufJknpCc$L zSMPoizA%xHuDNzit2t4geG>={<5HU@lN|GjYYV<6isTTLk)=VP+6<2oY>D@0Eo<(}us3VFGYB(mYZ9@e60zR+tpCep%<+1|(0oS1}^}f^%?-5R}Zmepa z>S8FWhHrI4^3@SP#bFI=jnzMWjR;@x=ZMmeFi{9W_CIJ^EldnTWpSsbIwS#f427Xk zn->KtQsuGFhSE-z7-Fhp2Q4(1^ETZbKyG&zkd*J% zPxji`&k?b+-y*n+!U&>LY^x<&WpSsB5jsC#3J(^t>SZM#NBqkkYq;3e0Ps_YyNZHSJb&Tz81MKc^flu{3*f_HURy1DZJF6 z?%{QNl#3bnE{X;20?yvp#+!?X4fpNhjJ`$OuiI8ef;trCT3& z;Vld0`V>+4)5nNtd26M0<+zQs!l8;>j;_h{9O1l4r-(Qmeiv1*bw@vZR_`0RIiaar zMb1w4s`1y@U5+c>=28VG_b_YfK+ZnRUIT}jm*lqNK36@b>OhxbjKmdkr8%yufYL9_ z4t)3ZiX8<|Iigj83*vwB6Th(=r66O?3!L-y3CjXcM-)st6CuzU9wB(ZeWth1djzzV zH6s7qI{IfrGx%48`}Z0Mq{>$DCDQ)Ei6pC&dlA*#DYwod+o=YCDF^R%iD)?tQlFoN z;S^z({5kI8J7W}G6sRusJh)1i#aVBhSZU=+&de0b=#wGSIW)i4a~S05@EozO`=et> z8iLsZ52JdYZoNO|>Q%BhybuvHW#}f$ch7^?m6Dx2PYD^nv|F57H?W+nqHC&n*A0{j z-g%zl22DMKfbhXWAtWc>$A+|b!s9+hV2H4NjkxK5H_h^JtMF7}kvS0c=-(skV~x1y zuBODPxKCty#;0~*jK+Rp(_|XDk`gg?B_(3+(GxJ|$EYmNjO{SS7&+gs7qfl-3c01G zHM;KjUGj*7p^IA<@}yHp#6AOdg(waY_k?%uko*C2NV}8}L{$>GtnQw?-BMHv9D2j^rH&^+q*D=Id0QL|6Ds4P`vbxz2al%V*iLhihDF1ioueV z7CHiB&p>TPxIb1p6BAeCw|<--G{Pyrr&zgzsIGWdST6jB;w?*a*wqD*m9G~n%iAPC zRU>_&^#Q|p?^`-4`rHlldz>Wb4$0{}rYq8j@TPqXbWK@ea(Q_iCdZSsOnCH>UCB87 zs7LQSi$?Dk$|(hDms57(NHvRehSOYo^&P^#t7DvLM@dJ3cLRM6nyyR{PFW#)aiStz z51pM=lCSyISe)X!Qa6gYcPw;=m%O@ol{o9NnDzO~QMjDCZ~w;#YY|T8GpLlK5WU1YR&YyHKr&W`w^5oGUxf~7Fz@e!ER&n(sW=P&u@NQ+n(v&rOP@Vnz z{jYH{!fuRLQ(YRf{RXmfE(R%UPRg~VZTk=rvXUBt({{iN2T!gX)YqJE+T07 zAWuGF!hd{brr%D0aczIucMfil1ZV?}Am`S#!xQoGnH2!FzcgxUt@aC@rd2+Oe}1?|x=eF!JXB}%;=Nzp;$Wri6`$xCWET7o;X{OR#ABtkd}#2a1MjQhah=Z(>A+u- zYuoCaHs(R0ph2*3S01nvrY5XdFWdP*S-*4--D2vjv|L%OC5j-OUYmBM=eyoKxdh=} z$_zT82@OO(ET1AE3F{p3zDBtqy1M>3`-|Z-!pt6Am~S_vkk!CG39v+%-PF0QOKXBZ zwXWE<+S<&aX&L}DDe{0!C}SCDe!wpglcG)>CdCB(USreTxmr*9KSWescutDKQoFnG zqfRsKDzKl$#mM2+JQ#hv(NI~E1vAUH9O)As#*i`XvY_c&J9!QKU;TnzdD3e_6W8Zu z9R=NxZeaG4rw%;B>3F|5^P>iwV^DcO3U;Iln3|fNwW)77*!*-$`{y+R<@5fuMmldi zM6mOu6ZWfA-=c}p^l>lMcL3V#^^lrywb}>Q3^(WQ=v#z+tWo)?Fose*o2Gz|5n*q? z-*c#H%?ZrV{D2o$k{jQ1gnh5^9sw7HkP+J>3~teq_r{NcYTZ!xJX*coL)YofPFJQq zL-D9^EU(?Ba)xjZtN&`!5JAxzT@=aybM}BRb=)dV>XIO_t^Wa0vU!g1{}90*%h%Rp z3uVDj6+P5RVAoYRk8{S;d79l`52u5@Mi~Cf8Xpl)oWylEL>}auzEn!)-kEd?`tO~Z zb)LRPn14m!Ga|jww|9*7gZ@jzxjm1wIyDS3!IlR(1nq*tTrFrOSg7!9TWb&2 zI-4UzK17w+a`svdQ_kEK^cfB|$G&|!iw(1>4rHoN7u8hx@kzdZwQT&>5#Sl$QD~MQ z`jC`4UeQ4TXRyo_J!-!4QwbnwGIE%S_VHQo2wF#=ITz0n=Vt^G&9L33!f5wl!n-~` zX_l)_UM5gK1YrbE68lq+SBQF_Sj=6THW6#!Fm|>^offX{P<7G`IyKopU5s|}iWj}{ znl$^s!b;_LV#Nzmg*}DgJmcQnp;iYTrO&9o8lk#^*N7-WU)J!49hEs9KMj9S^8JeN z&j^#-Lb-sYDvAvoc+ak-lNZ{9-m#KSh$?YZvcd*B>Ct=V&)v8!um++ve<07>v@o~L z^)L4vx~f;-b9p`xgWILs^A)k<*uoJukr^BF;GjgPc^xr(VG+p1wF~_n3$#9}65lxz z5brqcTi&UZ-+c94n0w>cZXo6p5y;{lzjr8B2FDO&ue@~1oJ@A zl+5OE!VPpk9MVEM8g|qf<-zJha9ydDuBf_-kXfmD8s8+1gdU3FQ-Diuyh2P4+rd z4#hbNQl!YyCW>2u{}l-)*bsqH}KNQS?Z5Do%~*%D`BHM zlt9v3ZL8<)i79?Iw+J$;^>LB$SRudu;vo6IyK~Gk{Jqj zY6=O7j|hB5)J%l=9>%^+K17(Qvr~3^HlC+2Al8p{)@;7&Tk4LsY@9uY(9p+6y}sFX z+Ej{Yej5;g=Lq{+<8C(TeS4UwSgkZj++43R2F!WGs+`WZTw9UlAZ+pARI_QA-8Gi} zE_7gT{@#?6otk#gHWBI*8kkrv*+tdok zE$gs`V}tWNDrKyWN!?UYzdGR!of_DnQ}M4mzZ=m z<*AE`W_`g+{lstHn&3XKK9TTu-rC*&08j5(=PJ^{bcH+`rx`T&h$aOl_rc~H>8iY7 zq_pUD_;pocb*GdZ=BB(w@8UCp&UL3e=$0T*|CiR8K&p)7&PG!vwGC%r4QGIDvMRiS z#ovqfW7CsPICh@vza4E$eW?V?{p)`_Bi+C^O7l2`34g!W>R9}JPvtD=^uCyWpeKgr z*ND3Juf|IX7;JFfVQs#DwF)>rFm0-%+Fd}3OErB1SJI7}KzGBR#@%V>?Do6-)uEqb z-8?^e^Ina`8NV;x+1QX7IeWFwh>ta(mckp`ID9oQ^*^%m1U@1hRg69PM*fF2zCMR0 z9JI4ecPR0}8r`^Jqx7c&0gGIeJcaTI0W{T6DhaK13uI0nJzAut!hfmx%Qt zU)ONYY`nc=g@WEOtg9Cs%q7%S(fYVpb#^6}s)oZg&}#%u0(^Mt>yA46Oluu`by|*! z7&r3IOUJ0yQ7Q9nKQ-WZif}sVwi@~Gj%t1&v8tDMe6KyadKu1U82TUu63eTpxKtF73{m=iV1Jzh4$bikTcID zX0)ttca`Nl2$baj9Sg^oV`e!=o6aUklN9`A%43qD(591q@);9Nwu#W(5^XX+h^B8LaK`$+YI>544N9B zP6A4?e!wS7L?rH4)68HO)%DZf+x`5f4d2*TL+^dbgGh7u!DDFozi981oQziJHTgB( zwMW*s|E7??kDh)p7|_m@rRQVu_YWW4)aaLxZV&gz@}fIx9@Vsvs@E;(!E~e_b>K^d zci~~KO+SbtY>PM~!iF`DwuakBgng|Mu#WltD5bR7#|q)0i}wiojF{Fijeu+CjL`zxrV z&R#VTSPHyqQ*e)sQN1A49x1ncMlhrsJKEORNKu#vH5CQs>6?f1h7VJo76JQ+sQUIX zLh_Fdfe2xy)NT4pcn4&c4^J6eytY?EGmt~Be@0*_(l)lBtGCa4gng_LBhRBvtVkOQ z)PTn3MiA4LoLC;DvstY8QNxTC56aJCn-pcw06xwdu_n!?MbJ6arj#hj8tFyB-jjmc zD&;tKyx1Kcurid{wd=3X?c_cA_e>`ymtZD3%Eau^&*CydX2gH*tlM*m2L$SNr3?ka zjIABwqO0Jg8j0SADdJut0G=ZRg9bgdU3_`2rB%CYmW$(OLlNXDwe-dt`I#qW9xcIMI>uFp}->6UAY$1-ansc$5m$sZ9WL-OTlRj`&k2mv=r;DlLX)Myuy?S9*#6NRJJa zp&*Cs@UiwFe&ygWm6b(YAHfFuWj`Fr*xH$Fo;uF>J7L^ya;P(bQE0CZch4~ZWEi{W zTxmT;@F#5@qtp+A5zvt_HQW59F+$wDx=z*WWo8>^j*Pe*d=le`xkQ_?hERw6|1grUYMHYCL9SpgOVdLMl5|PFCH+ubMciRfuC?gJ$9}} zdX;zpb2gvVsOD35qfe{plafQOa(JCp%`e7}9b|6Yep||6PDWDmkwJUT0e+@$5%`D@ z?b5DA0I0sD^Q0)!T7OZ0G0rXX8H+pRZGrXT+jPI#W?$foM#{EXn3G2;CGD;zULL?$f`sB|P-oepE4&b8A^ zPyM$tu%(!?da^#^P<+;vR0p!DCj2)9?#d)r$G++*F(z+3KN2uA{FVD13!UC$t+eyA z**#4AbY4CZJEJ}Ia&817o}b6Ukfi9FpeoQ%uGs4R`d#Spus+O{O?B?CKSZG1D#(>O zYaG&r`(261z<)uW{1|qWmn-#41mN}&VIONSzp^X(A@Ndpjfh|NXezv^9>0D$AJ@2h z;|sv_79oc+{kB@oe?|Cr#A1}eo7eMFDRMKnM{o3SLrTKw(ce>p`EpRU!E<^cyFi?xF+zJ=%1K;VFe%41Kb&~S z5R>M8CT^v(i4DbgWieX1ESnDNt^a}UDa_T{-N0S=LT`7rWNbe7aUDEOuoTJ@@0QTJ zaBzXsCcM_%kW?{cx=6dZ7v3x z690K)`!=t<+OL0~r-9ZdEL==@JKI?NqXOrMANkyLuAg+PM^4~l@3T<9eJ0-AkcflX zJ*eK%wxnK}G#TpivqxF#kF_U8ZqQK<^O;;IdA+fvLqho}a+5Z1uta6~-)C#S_cZm2 z?)g5Q&HA=%R-3N|LaV~-p{oW_cgt!KHy)QN3+2w^l{~R)MMAW5~?udFTJhmr>BNl{PZirwU0eUe5{d}nhV%}xlMlz+XTx!EwbI zj+lP$5nx5xt9CZnsm7C=VBQe`#B1EAD-lsc9Q2&7e7y=(b2KM-Sg(=E6|&a8kl*S``^#Q^fZg5>XguzD?<6C)`En@cP~% zk<8I=;bl}Eb?KfXH%3eTOIPFb^sEjl6VOPHmik)x)t)bJ;?0%&Yp60l5 z(w*{O_*l=Sig)MXEKZU10uRA|_=fyrrcQX+^)-aw;P*V+32gE0kl0k;6m^4YG|(K`vqM7f zR6~dTDL=W4_nYG^>s{%c4q) z2MtbxwRl+9cW_o$=RZtq2nxDI7)RI?@x8{etpRJ^99JdJ+?9mR=2xR7d*i<|!i*eZ zw7*{T7p-uHe9X5=vv-sle&h)gU%hL(P0INQJtgfr`ILQ@_OXjLHdT$E5dzp9BH9t` z|1ds4&cZ|W91Akl^V7yE0cAOB);|JoX83BnMI>OW;S54Y5u{CtX;u(D zwoxY!3$34=lS@1BrQT4!)zrBnG^Mk8_FsbVPa9V*hpC+C9TR6&X>0zE4!t06kT+iq zBL-F1r#ol_^%J@U2Wy8>${sEe)^ItAqz!zK?+Si_w2hGsZ z5cwrcjT1ho_4y023tv+nZwl?9zh3RJb9RMv3@V8=7%|ch!tN`Y)26-m$*O>EM7?jy z93Gu-niD=ULg1-}-5i6(KZ-TW3(4f7?NaZ@RR~Ji`;QU+8FBwamrQtTto2i35M3D^ z#neI2ZIFGtX?AU9T6-nQ(ancPr6TNNQ{73oT|pB9=c0Kb3hL! z%Jns(@Zha#tlotYv>2jR;H;xK)`W46NjBc|2N(a8@h1H++@+j)G9x3tJ{{WC(YwL`P5WX2K` zR8*{Jru7~X_~bTC$nhfM*nH?Y22QDFNvxtt%-99Qw%PNMyq{Wc{B8u$8+0{x+#d1w z057>;P#E~__ApW)X-&N9x;$h>tZwA>{I=9G6u=0xlmT>~oEb*gWe! ze2E=NS?)?l&8_pU&J_)%cQ!}Nh^ohkb=Y3bp|1Jgc4yjuE3NvZZlvOU3HM(8k);B@ zF=*h~e4guI_fjNg^SZ66L8B&kzBz9ov+<=dH+#rHu^VWUvvBPODkF&2$k{H*G{NJaTBY+5mf_?vs+0!C`Ob`^ue(Tuv&cmpxRT2p%@&oq$ zT(xySd(6rm)h1UX5-xL>q~x9%%X0DTf>X4I$-a{S3#PMmPI{3}dZ-X^Tsl;sxW$OK zWstlP^ulTM+d6mDHl62yZZRf!V}D;HTqK%Y(OB(Ye+NyFL3j=%qMwNdF2o9m-7qb-%{k^mB2Ij)UgTdm@kY z&pKB;9n&pG^CwOoRXox%X7C!8rsjnyo8CX58c}9c5pQd9?-0jmcE7Dy&SHk@>gMWx zn_ZuOidI}ZlAZE&LZ@h7Hh#kAbW(a)O6!5|pu}KKCL~BCNY$FT=74N&Qy%u#_uwIB zc1cxHSi!a`?*jIyceUKk`@4EUol}F24V_K@z4He~CLA<>g!Vx~6iq?}zQ6l_eoDX0mRLwACX>tMGT4&#H196Tmh<6~EMKj`# zQ!i8SlkVp)Cdfj1nUJIHaE_kw9HlxKfyd`mAX2HY z)KC*3#$2Z{=$;z1Ta%egp*KzW>1Z;i<0};gk-3!Z$M8>+&BaQ?A*9PSPkyq$4Z5l0 zBqn$OJ3@z&>zIH@qH)kQvDVo~-)&5_zPHNr1}hm5yED3B=Jay)Z{5T(lbm>tklYj7 zLC*NluMe=n!tRig^=vp9$#n^scAmv8#F7CxN3p}S{BzZ2r9$RL$E z68q9KgPjF&GLpyrJOjm$lDv>k6^5*{rXr?*)0&KSu}tgSJ^oc1oF9C9g8F z1K%{V1*Q7p``)m*oaH~H1m&0`L$bB>?m%@%4$XTrC)BrxF>Oz;FvAhqeMepRs<8%@ zJkJ?t5^yKv889%10mN*$ffh>PZ5@l3H8f|tH@0LBjV-iOkt?Z)!lh4*b^Qm($l1YP z_lbm&(?DQ=vEr6)E6uJeM}V?hz)?84D`B#soArboo$c=RdE278}1J&Yc3 z+&?!q6P}ujO)IlkRbu}26-H;|>h2-re9cdx2&O|t!cN&ub>+?qCV*6A6MDKjUD4v% zC1v+`sg{admR)(^^wN?kJQ~joD+4NW1O=x>Yu&SBzOT0mxmVC}6;$!BX_O~_?c6Uv z@h695%Lm%kEs{Mh7#=*JenO9`XyEvpsuhMvCR=OHLN-ma9yodV`wHDLe6uY*0Q@*G zONV0Ak9}4^U#MpmqnbO|@tbXmoSN!cPD)|L_XCxnf@1guRK(^$htY5pw4r#7&k8d>)M3PgRmPPpe$OS^_flDPc~<#3Wymo z#&N;(Pa_K)PmMUOmhTE9cd=2>FXEn0?%0BT{}W9Vof@IJ`tdW=Fa0je$}-86h_S8f zc0`MPyM2C2{B2FhO>dWRP9j;0)K`VxDwN$`Yd22G*5H^jMs^|PR4}ADod7S?S`VUV zB6nUNB-C9h4z^7pzK4ZPV)qi`mz|@d&{l zHTQgE^K?1eGcZRgCX1rIo(UD^gr61mU9kr23zV-3LSPhx2Xtw74! zNS+@Le{696zfM?x=!`&qDCid~+bn4$-t!|&3g>i6bvD$V!Ton`p!}%X_01fthx^>t zeFE1BX9aCVhJ>82A@@(YRG_sFbBo=@Thka$%9+rLMw2iDAJu~^kCe9oa+?&HpM^{QEGiywB`D-<6BK_I$dc3N#a? z#4VTtT6dmP*Cja;_E-2E(-`}Aj(EXbQQw#6yMiJeyNc(zeaa)(Yf${)p+auo^mYvg zpuQ`vckKQ>{=;3rRs=e_oNM}{`^U0GA&G%wIhdP%FD5;c%g+p+qKgFFzmoyjK>POT|;d@ z;jEV!W=Z=Q2rI;H75ZN*W=YsCXEBKDC1naGD~xR&(>T9$+7&p?As@#0q_y8ta&O zu2ZA(nof!EP1Q=m1E1yxBs`eP?ldq2-hEA}XiWiFU7rUfkK!dCYigvaZMb%1 z$7T8@uE{g!qCYOCs%g+BlxN|oI|UDF5Jf9FBRN^URa~y|-qY%cv2hf0LSs$lW4?4& z*@K!`a3V3OOEOd)?ONgqYzFC)SOIZ{DG!|+W<)L(p7f!@<84(;wmCBKK8=)ql1}l0 zyil>iq&A*uNttQ+lPnY{kD3wl9vA1glzU$tmX8%Y;q5Cf*Wj%YRf~&k6L)NuWCcS6 z9yaY%*V0`lRzUGleCj+ZGr7FsFrUy=wQ(-W#VM`&!X^Gu8AK!Wgn^Ik&QCcLr`MJ} zGfXqJYgZcs>ZAgkkYj~yUh*^O7?2FNd+RID#LpE5!vtXKht*SLway+rH<%LR`F4N+ zmy<{+lS>79y6Q=tOKzO_f=?E`l$I_hvAiA0Gc)Njh1Dgqm_nrFRS^iQB6pPdAK?mU z?$ozEL7oCYpf#td_6h5$#gL-xm7b!ST_3%3$@|PlVlwt=IP*ML z*tNos1EVmh^C|R1l!@={09*<7hDP6D&e-)QllUL*Eb*hsnV{5RV;9YrJ-f59!GAs7 zDQMmhyO_p58x=hV=FVT5pq2TYEanb4=c8LR^p;{UaVgHETl(>yoA6M-4h(=9b3Wz< z_7!@qK*1^bT5GzUSVp#WTEI|#94i1jRH@p?f^Gf5`BrqEdP3o1e__6*){gL71l zLb^10nD3S}HFS>4M@Y(B>8f}w=gI+SPJM5!zPE8o8XGed+1R$Bk_mp9@Ec|H+xp&M zOd2ViZ}39;s4xl#GoCj6y)TP&KeyQ{VbYn@ONdeQ+ToITtjPXDx7039lvagzf60|J zd0Xu@A~8pA73MvRmKDY}W;w48p7Z|cX^;I_@u>PmMir%(vL~b^8!96AS_YB2twx2 z6-V`TUgJ`6{ibsLre6wO|CH-r``rJQ=XO70*;e9h8KQ7@slZ8Maq(6an2fB0QC)F8 z9croc9y#PU_$6#}0^i)ki~hFwDKR%NP40x5D%4x9Nq3!Cbrn3ZYOfJjIaHMSTzd^T zSH{$9Bw!KR>gFUK6?F16zwvq%dRqb=CSp7QT+Uc}tKTdKSvg?5|D_*y`>FWovTqBP;H2U(K zna$8vpsrqZ-?OVOX~H>s*=#{h0A}eWZA-~BwB&jIv5wg7l{7`mB2#`4_%7+`f30m% zfj6mtTG9x9w<%!eM*3{1&cyS#o^k{z_-;^+vgs3so+h$t&qz#EPEK+(g-{g^ip9aa;cE(rx0{iCe4q4 z>&nuOYo}hIzR)^{5NZn#6}M~9Mfz*pD!9cxR6Mte>-WH*#L20lh)WIWa`2RJsrMJQ znyG_{Z{^*4GS!XkX{X@tbw&YI}Ak@7P@)H9u-M> zaRTlf+YDS2ZWY&SIBMN^%LTe&fK&z!6S{e$^K9>0t+xsTqdZ~1aaHV4J}MN?QT;Ux z`?01%nMeQN{t_%T>|si`Rk}W_oq^-Y@F`Z@PE^wix+=s{bX!e!X_?Si@C=d;$SHS`=b2I6kO&K2zequ}J<~7!`t&bV zt7C|uhvqO$K$VIY{wX$C0io)=94Qlt3HjOBpH@|gCR;8#6zWe+!$CLnQOZ8O>RCsf z<71fX+YeI%>91W+;e*t#M~-=o-xaFB)8TUiU~IZQ$>OA+K0zq{GM{+ZSLxvxdc4v-&i2>e0#3&8P4Dn z@PvIXC5hONO-n8I{UA$+Q>j9&xpbD;^BtL1oW06ltz(k{LGp`u+-Op7D zCe3wb@qScsd7nMHab6uVh3NEVdlnWUx2R3fR4qQw&ifQPH+)wFN%UA@3Me$s)_C`L zd&SxNvP5>vslw2#gdIUGyPPI3dV$pnIaVc)k8-RctF_K=B|O}}D@pJ;`2E!qIc8z=+VD>x2%=Qy7JdUYj!8Y!*j9E6zT6ZlK=5AbTO1e~y_|27vCJk{U3& z@%d16ka@Oiz;L-Dy={g3=ZcDs{+%?Gr*Fl>{oUAqe8xPb`+PL6! z>TK-Y`Dwti{G-uaoGKO~^L34`Lg*T@%%&b?KXB*A^&_Oq|pVU{}>Sbc6SeC-s1m2b*0zYNXNM*no z`%_P)&Xr$_8%`vkJ|8RHBg9~)oiO5$Exm5$o)VGh=<5&D}py7t)_W~Yk8a*`<<&`eQ2Zv6G

9jr-_r8U_6?W(g2^A|1s>RI&-qi# zKPCTlTmSQuS49U#_uN2v)S(gy=0ZF<8qvN@5o6?7@=FF_OP7 zKW@dnJ;``_ML$Qa?#QSpE6j4mNn*kulT#5CcOb&XN3z2}vr0J$}1uQSlJ_}9%%{9hLu>s{YG$taa=L)c;2lI3b5ol}~= zy@M97y|x0PThyewNMyFLu66A9>3yy962C>aW~jticzTm}qCk&1RqWT0dW}rqs9o@K zd_2ATvef8goIguKonvg8vjXL}a;Z5C-VlMz6uM*1Y=SiCoD$ouqSr-dZy2r#Te@v> zNED`k#b+YcWV=_$cZFQ9ArM`$ojo?kY2BYf(Snd9))ymcaGll4w_Iy-IHgV9S1G~O za@1@e(3%Szfd@EFGZ#+y3^W3^PoJ7iU8`_PvP*?tE1a-2Ht+Q49gaE8^2gRUbl^7G z9fehkqcC`>t!+$$O}T;rpH4}hT5~+#=E+lOR#37AfJN};SQSMoB;`d?jn0nMY3>_{ zo%C;h(vKczzy=tsG&uo#*1%VV(&ATUe9mNQ@(Oa*Hi5u3YkBlaWGDRP&?{@>Te^SB zJMlJ!09-513*gz+s7ff~(Be7joG9#=KxU!$uvCIJ*u~m7mJFCtmYke#n>QH9R`&2iyv~C6rM^o;D);*16r+vQ-$Ah5!A1YezdBK9^TG24vONC}6Y;hHh zJ}7cmq|aT!+YV;YHRe^DLwi@D*9s%QoUM}%PR-7?wbTI%fg8q- zet5oJxIfMKpmS8;m1dbYEEEpzIk8T1CQR`-qP#`TR=>7j9}fE@3(UgSRI_AH<(9HEa;DlcePoT)U>}mv`Pi>kycCZ z*O4eq6V2#?lbWH-hAIkf>Tzd0g>e=eb;5fz;6N zienf22xJ>~JQM{-E-Ne~pWx+FXn(mHm8axx1>QU0tg)~uEqmPE6M-;;|NTGxWRwA)-Lwqam7R_r(lr{-)&093TY#0Ce>+0};tGSeU<&w`W zzrL9IkVDy8aY5u~tSV8>Y%ts2hM5F?_jb8d$ae*dd^qC}6HpUDJ2)OFa8sVj>;eSs zt3vM;z=EzWc#*Yejqk?N#v;c^OD~l!0q_tF-Ek?y@rr?V)8ao@*5pXI z;UswNohtNN5xY0`mLq&@EYp5RJ)LA?PKH4%bBhfbRTk$}ZCn8%!mjYOR|o5?g(=ks z-a!4N4Iek6-G4A^&xny}Tk6iaLOXm6D){-BZBm}lcdH)%8r)*u#nKNp)1iFL_=o;j zlcM!9a;`= z23J9^6#|Hn%}sl6#Zh=jk9<4SYu4pz1k1Q|<4?s5`WU{EZ7RK&~AOoT|S{IPa^J7PW;etrILReo}u=d|>ee$F<>`pk{~XPc9V zcu-}Cn4&l3x#B-vBeSr|FK1i+3r+&G;M&|f{KjMi5u=X^bSml6!z`CNsf-A7exYq0 zY>*oNlHqg>nw!b03h4LiYN;>g_saCnoslU>sX$7o6f+Mg|k!mM>4H_ zSIDhG?$_ulq*nNm@8oxp-jvdNQyLN2wXzxF%`S8G;e1Tau02R@uCSz>sy|!j|LEJ9`7J(6*4r~{z6N!J(^1=X6 zOHcdoB`R8T%M6IBe=+73`*=>vbVbpTYwUAEO;!A^oA>iy-u2L?87Dj#WO05~m?PMg z(QS!2ZeHQ!s?mCuZxxqou(;OHU&@Ge^HHJKis$I^F7BTFoSe}m-90W9XYX|Qlv~Ar z_>^l!U~Dj38}S5Dk1HKQVn0eVi<-_LoJ-99FpI^=Zos0vi>aw|j8qHHK*-;+b9)WE zCv?$PxK6Xh3za-&-$|BQCXsBek;J5aAv!B7t}0|MX=vD+GR1_+#Ix9%r zA!inh^qNY;sM0cB$wW47rfpI`IOK1Hooci_gEk(V+Ny}Y02*K|LhJ!Rq1DH&?!yQixos5h&M6i z8O%LzwdUUFYa|)HOi1=qN)*l@;}B4|^nzAF=O)~vHYYt|hv7U5{iEjgoN73gFfxIA zrHPQV05y09{K8B5O(?Svl{`Rb!y3{rLt&QYK_izHTf^CACb;><$OWrXmtmm%q_-%;LdaK8ngynMz6 z`j5S?Qmw8Ll=Z50CcY3i)zn87rb-y(nlkT#G-p=w)rqq?(1S=RhM5)qMhclxraY3k zwkjl{vA3=o#{Un9^6}tyzKGMuHQ;0B!#u|o*2FB8Om$Is4%cAfJuPMcZ zU;>DA!*mWghxz1X%iJRwK#3CZ4r%yLzl z&)NQ*`i#%eZ@lDZTXlP#tdDXLGO3Qv6(EplJ-Uf9(^rH;k8U&1*Lx6xXL)rnU{gA! zmt2X}HSY#OVOkyFj4bI~tL)f@r!_0Q&m4euPugM^dsfTZrFP}u?Nkvh z-8?D|HA(Q>3X@D(%l8{5R@evmAh~cR)?T?}=_2yEe&ilp)wK`Ivw=f01}dnmsgP?0 zT_YKHQdBm+XNMAWvfo9_hTjaCW*0N!vgFvjrj|2X-*zO=!lBF|SnK!OoN7FK#$m9b z;&(~yn7;GN6bBgvXF>hH zS4gdRHjnOdvJm;Kc&-&@LY_K=O8#}hRz?zg#cQ7OS@94rm~#>zTpb3feB<|Dnnc}B zT47#bB{f3|_k8V@o5{@B zr1FQgXoLnf>NwzSY2_B< z8bhnLwGQp5)9EWd-|U5sW-6pLPH7rWob2T~=#4@&a9|=zqN5gbaw~4H=>@&9J67J5 zs+3%Ft$9gi#ksbxkoz@m73mG7CG*kqqGLK+UGV(DAwQ*D9Wu7b%C0`E5`$9ADhtVi zUFzNEN5y^(p^BCEI~Wm&PU%}Mh+dsJ&nN!6E$@yvc=9R9HC8KEqjV^+vz0D*bl$eC zM}A0quZRcDl858io_^#3`}aWKKwcfvF(tezm>KG%A3CjBnMOKBPe+`B7wpiNd$+=Ey>R7n51Pk)`*-PRcx#-HD>iPF%g9y_3zo zLTW|K)+$@y;EX(E!!9&ZA@i91f2mmA7P)HFEZ_7(%BK)@uW%R#?gk)v17-|AK6Gxn z;I}`96r$oEq^ZD+OH>V>W||tjsl?ZQo;U$(b>G@_kgW@|BeJ&X>~f z3W?R>Sb>LRWkk`ILz${`X$vF5(H=WbiB|vaT@jtQ$ID(u5as0l^2p=0-yHb@pTrWerHfF9cqn zC$lKp!?an?jL8z?AGI2%H|o_l@a(zhqkt*f{BoHvio9130) zme_SnS0YK#;{bLxRN`ZVZeYho2#K?wer0!VdAo@AQ~qA6za7Z*Qekqb_}e2sD@;RE z#7S2I=}<3Us!p2Yv}P*Z9NFG}VL4DiX6$x4F-XT|P97$Z5%@>0Zx-xyt8UQ{g_Z76 z)d51KrpoTgql=r-=K&AoyppIBYBATJdzB0`KnOdr(FD zJ+R{GzK7#BJ|}#7HsxAWB3*9Q`JAQ)5zi9QQAhdBuKl`Vl98G0E+gT>3;BfBimF?W&)dCJu=1^?v6QFv*N40GPk6@=9&;-~LjC+PD~(Og5W z75%47<|n)3k|AcGHHkGVAVImhzf`s@V4u`|S~?8?PN$%rlxqc~hxHY`ADg}ajuM*z zwfEkQD5T`lH7bGux*cN>1RJVdt**vuc_FUxzGkscWG@2TSv8iLq`n?y6Ea z{S5fv+54V@k0K>2tamx|$g-;_P+M)<;U5CNUzZBYw-~a(V_8|xn4e;@f_a~*D;mW9 z32j1<9*xhpF>6$9nbdKz0B=g`+$;e9n9?}cx?2GZ-;^;}CC$5%du512(M5C51~b%Y z2{}DyPP0-rM_*yV`8G3|a?q?MtALPRKS$Zly2)49@~<6532I6VqGVE+JWoppe|{TA z4wAF`WM#^49r zR?=4Z-SyPVGC5Op<*~~C(aiLN)*061Mc9GA*6MjKd|2V9waN`t#I^BMFw#fB(ots? zZ)^kozHPI{A?arP6AFUnOlZd1CRHn5@+O&iU>!~;z}(4YSc}&Up4OT^*_EKG@WR+W z74`2im~R=5I`+f-p^2$X?vn?{7iGj3mM&*I(=Cjg6;3C7CIlTY?Q>m{5s;8J_XZ7p zLk0+uqHOc}WmSBfKG#|OR`Dc>L_2o6g2fQ4Ij~Q*)(vMNy~5lsbS2hCDSXJ{yi`2b zYlN3P@lb@5dXd(N-B!3Z#jj6^u$azZ29{l|=Wyy8w>(di;KFHhHq|^6MywYj6Y5S_ z#R#q7{GvRY4~%UJoWwH_)=J(9opAh>8(4um&}T(lV=7I&(`g{!k7I>iD-6f8MT2LR zIZQpjuj>}swLFc4sW^KdKk|I&ftK|E{rW281g?}WmlX;qZeL-!*jDA^VpSMr*bVlz zhTmoDKV~XqQ~|w^f*9G6_c?+M^*)8#Prb|;B6`S>feOZYn+mb(HIfUbT3FDpPTT_d z=Cu%&7%>CZ;$LX6H|U1s1!{u)Q)8vDbI+A`)26~KAjN-OVRi3d^}l=y@*S+EAu0K7 zsctL3fMY%LwkEzWD&G}m2?^A**vlgDOsn;3-LG-^YtjF-VeKj2Q>)HCD+6LJ;M=J&X3-v$EL-jh@V1}>+qIGD z$n{krdac+KmAFE$73+j`u29ScEa#U_akx7!J&=I9xfH2|6X!d#;FDJTTDdoH`p*QW z8~O#~8f4_mq5HYPlfJFGdV#9My*d^AP?&4&(-ln*L}P~`A&rC-{>RAk$T}6+*ic$v z?82P*>2N8J%N$a2R}|7ZHDQIx-W`AM%Om-xZ@r~YiPxdS*;( z4&^kRwCEZdo^I-oGBS2G`BE01vIT*MH%dP%KrvLDI90j(995CJU?NYa4AqfTc86B= z6R8CsKqj=Dl4cUs(hX<5G>KX(Ff-x=pi-G`ph{aO9Njw<3!&{_D`UM1JZY}vL1f#c z=v1M>A!*M0BH(0G)L_*qUfq$r%PL8v2G~Ep(OxTPBpyJE`CMrbX}}6@C70F3LNeyT zy8FweqC}9@^dDt5<)K0{ytYM)^;(ffT~4@6uRT@D(qk1Tpn=sr3K=3418;-4qbA78 z+Pu>hFvqih&?7hhprUO$RXo=Up|k1iP-{W`%c&xN+~1f-C1RB4{dRvbPnOiWdn85> zXOH4cnqWixa${$P<}a6AI2-JqT{=f*5E*#5BdRcoovx{FIVM|U$F?4cht_pL6*#MW zfAh@^*V&S93P|tLc#rvou-+=3`!$|R1*u6J7J-8M3uM?qRvKwmE5_!!f_UdPjsQ$( z@*iNw<_cYNN#fQyLKdgWXN6>|u7}y0MxMAHr*HQPO-FL}r}MmdU7o`mJ6%BcYOd-Y z>`9&bt+^ZUkX@%`$L``K6x+hJy5xDBk*sBm6j3$fx|A z8Jn8bNc#n64mCn)7jJR4&I?92k@oE1_OyC24R$GJlx>P-QRF!qqvzR6=>nuUR%%40&6e5EIT%v8SU;Gw}>0&rw|u^LLH(Fst+In2bcaOJ9+hpu(qUqpnYF zV?o1To9kpIQrE zpI#~iB&>s2YT!rzT_HFop50UfU%KiKLLUWBA-Erx9c}SkgX6@nu;~&yY@dsF3e#SZtM>Ccu1;Qu(fs$Xz*B{6R-2RY~TY z#c4ZStGm=4tDb-9Fw{PUnf2_qf;NcB&}Vn

H0^}9~%!Nog~&5sH^Yt`?ulm|z*q$hZv>Psl`KEn;z4Bbpv2Mo%C z;+;N{22D7w;(X2{w8D3TX28xD0mMj}jMT(neX7B@Hu^Zng4#Jgu8Ebx%Jokn+{w~u zeO81a*SSJ&*EsonKakcbw~9yZ*U$tEOIAs^6g6y0^@Zif jkklHm6VKsvkvjCbD zU00IncB>$_`9sBa4LXS{CrWF7R#(78$P-c*%hlUct*BGF5~pKIVN%OFd$idtmeW~5 z#bKW2Yd*3S1YQskAo_9jQhW8;rie|kH+FK1E4GE2Gw=3iMS3mK(OZQ#^IsJ>6dk++ zz1$5W#{)h$_&2rgt}n+*jT7G}ETqtCu-3e|f_d*`&re-Q2P9g|DmsF5J=YNX=)3 z`f<*-%tw7a-855&yIx!4Zk#IePbv9x3Q5l4gQk^#YJlZ9a{K%vWy!5x@@<9rJEX#n zT)9elLW~xMnHs2`uN6z5U2|xHYwh9%g;k2@`?m^>4f$9h_iG^8=}_@~4TmSs75=)6 zn(3#ZvGTL&tSm-V$=rL}cGKzfkL*w1_hv|)MO&zSmaef(n)3wgJOA9U@yMd!y>cLO z@H6I)6S0d*O1pbYeJk1&@5hZqUcup}>CtZ2S z1rJYr;mBnLQ5>8+D#0O%#l9r<=5Jeb0pW(Z`<(FPJ@jR9TKm&26joNul2Q*;Pka{V zIfX}NFz;gdkC}iTrs#l`6zxJT&FQil@9pG0Tflb|_I*V0)hNxRu2RYB)Sqzv{HREg z4Q62lDHjklBNk(5u0ef$tT0WxP8;pIZkLK|-gG+^xC51=3fib^a}tm{AI-#5h4r^t zma~Tg?>~_;xUqf%adt#;RxCL8hQOr%_YeO)xbNGoqIZCBcsRYG{=R;jr)9B=8K3yT zOJ4Cf$}5Zovgt0Gzm5AoCQ2VFLLbGxl3_I&@5}6%!%}*F*%*jwe2Pv@V)4q-kRvyV zedfL_78WTbiA2HcW;PDop3<#(Iw`XPJE~kiD0Dj31fbvNd)cRF+d7>5QStA8ajAIyaqGFkg6s66TXX9_V7~8f z<*A~ZGzS;1WVEYscY&IBSTah=o#Odc(K~FSB7|(u1+(eZs zPwE&R6@HNNRD*TEIQ4ox7i62>SFQO|F#1IZ&79TZ;2(rT^pZzs^l6m#+abNK5q!dJ zew5!O`iUQnTw>YPPma3y-_vLv#3tWe+w6<1=3?{TTPU&DPSP8Ak$(0cU$Fk0$}?UJ6$OI%`Un zJ6$@ZC?ubE@0>E$$>-Zw9cQ-+wf}UD>TU|W3jqv8;Es(1MA#b}c?Rp(*W?Gy;%RSz zvUo2w(eVINW!G=$E~|B-xo}*qxWizUtL}(EXo^fA#hrP5v1)JZ4q|nNPabX$mF4;b zv#apvh3A9`h-sP48zzA4T-x`Z~A!Nn)OJYk~{Jg)Ffv9iv?ydxBWI;y{P*f zTZR4b@C_JM(9t{pqvIDw-pSK;D22)7=r(z&y^d`wQoce>SsVXiH2Fvj5sUI z8f`mADLrHMS&>R%RV^5sAv1LS+(VkxK`@=Lu)@naR{25TBVhO}gT4X0u`S;hD?CR7 zf9+|Ti-f>VxH7s5r<1N~~W`P=>xxTifnwN_-EP`WB;%}K)B}J9}VAW)EU71A_U}nt4mp*ezFBSIxs}Rm@N*yq!5Lua5 zD*r7*C}%|S-1yAH%rpCUWdE38$5!9lcY#u4MF`E--1Xc}8t;*7m+SY7TjMNqb^ELk zyH+r6OS!~qB~hu&Uf%&t^$qMQ^jc9;GTYOM87`1DA=g-S^i(Xz=jtuvPG2p)k)|25 zO01l4tRx45BkFfYpZ#gANO|S+98wTxSc9Qw=&3@l73;85GGs)e#rjFsIeVwaAdLKR z>k|~e92ilI%Bo0r!u7{@9#s~0jdqwN*&$OWkb)n#3Mn{U{^aa0Rr0f|PfbD4bp6kd z9<`)K#lV_GJ`8toXbQ+lDInAk;4~(k|q?517=G znC%1n4>|BZWciM6tF~IODlFAchw1FUHsh_sVw)_2=fv z@K;f_YB_rtCp%#-Pr943+w03fG$Z=xKY;Q3FGn(qzCv!-klUxo?R&7GeNfW3h$|0N zbYtDbNFVesz0)&J-zt7;u8T&SUXkLp7teK|r^0xdWj!Tg2JSDZ}+%R&`oE5Wn^olO;`3C(K&x~*h=y*9RJT*J|Ny?O& z!KuNg8^xm={G})Z0_L}xym8qRKn4tfe~>T(%IVqp^8-tMB(pr0p4Mm%BrWR~c6BrG3P&d!P;=ZW(zJS+cl@a2TwN%$&FAW@jI8sQKTJv63Gej%)_`TQGt9z&-Bf#TY-D!T zxq3iXs=?bDH7y(%%pq_%RnP>yO&vzqfuF+V&`unZzM{K^Tr21rYaJV99m_w5eiv}` z3xB$Tj#kc9o}yt3D$E_vd+nGz;rJ*RWJTXp_mrwczB5l;^~bsjxmM6MG}sJk-KHi5{Y#&(uCU_vr+IT{A82wJ$xAQ!{Nnk$go!j_ z2Auvw=a(1BtJoH}iQg;a|8Wh$ip<1dF0B+L=yK#L>T3mrRT-n-JebWr-75C^uBYg# zfvhaIKZ6Vz<&HkzY+Nn3bh%j9wPv>r;(W`0sQ?NMW zu3VPqVU$)0`8MVV6ivX)p&anF>rN;_8D&zP28`DA{CjEM5c~eM;(Co2V(W1!#a!ay zxDl_(n%tg`3b9*-!e~w8@HUtPDX+5S9Cy%orKC75uG1^}<65gZLykc2+GKjWhTX35 zp8hs(m(=h^$ETn-9RgYL>_yP?$8Htuc<{kNJ6Fi{Q{?(7Y8}=$5)g{y^D-Bk*-JU4 z`l~`N6>_~s=2?hzvsVpIgt{ijSoAaXuV5Ed*SHRf_5&|NaVh}^|J6%XR~|=t8D$xK z*Y(9<*)XT-w3Kra+ZmshnO;}%pRVC}A*PpRq7n|yn)B_mbV;q3NzTPAWw4{&fij)4 zs^h@Hzg1x^Br)|bvt6aEG9uV#bD^V3zg*R4uWMM2X^d0@=|850K@?d)OM@qnq)3jS z<|nPNW@!3#O=XJHJ(w4~dYH_?lj=t=D?vFS)^{Xbp zzj;zOOh}{o%cdHDS>s5uzH;&?aC;2aQA#7y`f(D^+r$@N8CI>7@9t%hkhO z?5OvUGLcxFrp4P}wzH4Z>qgzTLgb{qUoY^Ux?`wVzE^Bs;mPRMK4W=#g+J7PoGT1t zMWuEZ#os|yIQh%<$mvLq`5q?PV$!)LTcUxOgNM(@x_EdWmu&PI!dLqd2tt#Z5hALB zo(Qy?QocHdgfPR*(Lmj@Y|@BRGC}C0!kp#0c_K)7xdMzk*cZ-ECq$McZMBB(RoY!F zX5x0QkXyyy&D@*?10G!~-K7Gy#wk0`aUFF!T*{T?YjOT9=?n%;1X7Y~^PH~zc5G-d zJ;_g<0+PS>bFDz<{8I&7W3s|7W(C^6x0)FtFeTQ1Xmnzkd(RykOq;a0i%Io^CH16$ zW;Nn&UY3bLODEl3M+3~-(?!3&xxdW($3K2EHeN7fmGD6lR+zsf(0)pUZd1Y8Ka2?c zZ67}c*la4~=+=l80>&GpqR9K9(X(>K;X92qkocEb0rFwg=b#VyZIxcTYR%QqLnN{? z38Pm-UJm^&5_3IZAU5hJMGkAcFIrUb$|tSesnvU!{Bb8gg~}{7{A+(HNzv!~)nPd} zo944ST(u|8=2cqvm-xqk2W@K*?l0dJdPvA!0xm|+A6QRah=IFUgVC$XSK^jWMiAV1 z4ho3pS`jkwCXp?CN9zfAzyrZMkQJAJUFWGAFW90(@m5=R=j)hCZ|d4WoMD!P{!);y zE}rL!UW{|bWn-24s0h^&v()_Pt&RqMRmgv-KxIaG_C8tkXd|>^hCwXddjld zxW!IYQC3c)V#tpRffkR#5lDp{rOMi-D_D~e&A(O|57O|3)6vaMUF8>i_dixGcpIh;fIdeQTUa2kbDIsI;+6yfZ+Hvfm~H(+(^GRAB19O68uO z3e3-n+ch{@fxH-vy&29G_W!F8tWZ*e;a&;-7-kHW3@S|S;hFd>yx>2$nlTiCe4wsk zV1?Z){7;!>S0@L%4TlLTizZ(9vOBgk0y=4JOvn`}{liEfuG))a`=b#(X*}QePVOg6 z0gn};w+ihlgsuU2kg|Hg!u=LQbV*@nsR@AC;p&E?IP*MJ$bYC%-82%E&GC1Cy-^sQ zsx{r!!3$~B?h}UmjXfw>wuDCjHj z-RB${3ug{GZGc9?odqpk%iS?0wFy3rtln~E4Jt0)PoPWVJkYzLDRx=aQ$m6bb^n_amlS4tT{;%hsS;v%Rj5bvi z@d*9Ea&@c zqZD&WRJNtdyE=D6>-j~s^2Py`^q-R%s+PNl`gZEhagJXw8QDO2~AsHYRWA*$59= zt!w3fL_$ekD#Ru5j=<*zGzv3=y~4$acM-@0=4vSH4bC!A%GEekxNY^T#q2cRa;*qI z>5q!_?PmM{1D``lPcC$8*S-C99rd*CX z=Zcjcwqer1hI)S?&*iahTD=y6*`-1XD20n&Y&wdsKVX_*h|;P`$NaNdG@7p8SAR#f zf1_|Y80=n{toP_k*kt|O8__=`pW=%pgh13t5e*Qsbl}R zYm*%rL|JiS5Mc!(ii0)YizV;bPpZ{N5%Z$`-|IBIYKZo1NhF#Xx?^`n51*Q}Pyk-e zgglGPSeAV%8caxyd|zZ#6_l2_#fibz6Hcc&Q#OfEMy{-KSj+RVQ2eKxy~g6Uog4ZJ ztT|LX-`D7s!gLK)+F_X;wtUc3V7V(Do5ozMQ?{9VAZFlrUyhSj3#yrQeN;OKIkufs{9wMrHezrnV-bcl1AvblLH%LD?hJSkgM|1|q zim)PJrvYH8CDp--npD%9GJmPbX^hL`KS`T4a~gbUWAZNaM&&$PWp|)re&NC$*vTf+ z7~KG@;T8vnB)EZ;sFb|%bUrRTgFF+iy|SA%q7J7Z&bv}rcC}y_u*EZ0SXpVa`V;0r zbT(yNThW2Ltzf9CWG_5M0}&$c)865hrh}|me zR^dueW3L+{N8w9FXr?^`?>}Us|yb{lUP-gTs*3VcXK4)rlPhShPGK_{0qjefO|rWJ3j$d zrN{tC-yUmv+@%SCbcVU*5*zwSUn;Qs+|WRFHa=81DPt^$$}W@3{8!YPp$nV|-5C*m z4voPq8vJpc+_Sm9S$1sZ-`=XWNtCfZwLR61Gy#7=eD4tvn;|j)l+r3R9NSwLE6Km* zT(Mn4s6rj1sXW*f#1<@qeSZ7$k_;2KtaKOdb)&&VXdH%ga|c3n15|njeEz4nH(*K? zc@76y3a7?FuJ=N|fhypdz;8oLXe?**R#TXfDQkrx0*SC`z>Wz*Ws+E@qQCi1e}saX z;ZtybQ8Dd&1U5w(c>k>R*gVN7d`PTzpSqvLLLrkIE^>@$=4mwbiYH1%b{5k66gJuD z5}A(*Z4U9JR4^?(=hc+dtKkJ5pweXDQFrBulLh6z(N1Vqw2{QjAnvFUE9-6iV{Y20 zeJpd|ENF{)#}sC32E@j$!Xn!T6uP@2bv2jPJEp)BrDgVNgwlRp!_dbFy>8w$lDc5N zrwdm=2X0{hjOm-jsku0+J^+-!ym^>GrAzHUn}w?L$gLhOv&3*ZBWTngN<1j zA`ee^ts-bSz^i=_rU0nbOpM}|^e3$ihh<-)8&?fmsej)UPJ{laSaix$g^znaD&ko` ze#-S4dc6j*<@8s+=9T^885t_)gz&? z{wm-inWWK_;Ty1kXLH_SL|mxP$=!TfKA zOjrla<{5M4LGlc2R<=v9ZPghcO`a#4@)T_~V14DABA5eyO2r|SSGqhGSaiYBYajfz zU)7YSx!QMy=&geCfr{6!?VK8N(+bv&|Fx**z>)4xM2!_@M*QPYgv?fbZI%r8SvVwo z0!||aY5ZZZp~n@*H2HLjpIZE+4Uvf{tifAh(1JcB#|q8V9hqCww|j<$Q-u7($6Lh{ zFrSiOw$@b$R;1US5i2|n?17+-bvA6h(}8vKD;)}_z+Wc}B_~C2+egt@k%D_-_epCq zDalFQV*Ug*6@iXv;=+p$Ep6kS11$z&z%KqA2?g}&9 zj}>b!R(aBp{iJ|JufM1URWp`W)```jv?zL&ylJhzJHR`H13E1p}$^?N`fiq7Jfvv!Y| zNSrJF!!L`2I)WUTO3J>brN8yoF2u=#xMmjPivsn(98xCCeh%^Z`qG+=lxvywQ`Jr>$G^_ zAKA4_+E#du!g=$LY}46O#q(L=crx=HW)AUwG*<`mFe_&{{^_{LaGNfKKV};cF4+_w2EBNrQJW@(L%*opJ_xQArD~;lH@0wOF5BDois_ z{7@mcYs6SX>)gZtT0VGModSj;$g z)Jtj1fP1vqLaAc{Pjas+@sJ2D6A5QzTAs7D^y~5KLuW|bbKMvKihK67@GMW#Ud!pQ_`Gz!93eMfQ*xilSNSWDDL?;Min{@Bm+^~Ys`oXx1WS` z;Uo^{C}qT%6qqlehukaxmx6P^51)Uj+cNj3W2)QU(JxtJI9XSu#-|CcM3{%PJ<(jq zfa#|3&aDSkO9JZBGK0V6t)eo_e0*@I7+j(0Bu4Mci)49jLX)EznXx{CZ#ihlv@h8B zZ!BZ}&czzkbe}F^n(U68b01`8C~Gto*7aM3HN34_@qLXY@+ln~{CK^)*zl2eCQKa| z5r(Jv+3fp}%Of>6($VGAHpPQx$cL$3S;q=pVB@SV&BVKizjkmAUg|t+g;0fRI~j>X z@k-e4cESa3kj|n!L6+KtHILGQ!A251O+{;Z*vgPexzDV;Pv_LU4XP>6=N1-BS!p(E zmYyO%S;-g9iifI|{bizF-G8}bg#n$e%%fCE#W{-0yYo1;xOk&Cr3N!YU^Y9HaVf(z z6UMe?$iaS)rex&VWuBMx5(?T=v`VfYT0CZ8vpo2X514pM3}3bS(*9)m{Css?v zyFPiM38%ICyNvj1>>yKIo0bE&sm6iX+SFkUb?vF*gchr<1p*yX5AUsHG)qwmM@}8koVv z$Y4HK$j-_d`Hy~r{a<(WbdK|OyzI#7&u_}{$M{CQzN3H!GL9S1*z*8y<=|2ETq*!T zIabK+dtiuJe+^BREA9IR%7dg@D@!}jBVp6hQko8vCy&UAK(zvx4{Wy zNnXodn|e!UL>MW`Y|HTm&4|4mw92W8L}|>dFKoH>tfLv@hFmQktlD;-6LxIV&RMYN z8rQ+1L!C;jxl)H>G<}=Je_bOJ!<)C+{nvAhcOAagMSSjnG;m!6m0_Cg$EsVQe zJ^5!4^pjR5g@+Q(q>$TGv*Y~T7s|gy=AXi>@kwF<-StN(;h`{@oS=VTcg$GUVLh$P z;dI|uTyueK8>i@pnJTs?7%I6~N$X*@?#NWu6RNTw?D`LON>8`nqDw&fDx{FS?sK}j z3*+X2)EpKS8vIk;6UV_NuVi8Q$-*=}iP19yy9==VYb#s;W7&u%^Nh zMYXdJ+7owubxO11{Ef@V9|cTV$raN`%RFaDwzkTt;RHjAd3KJ(PZf5pU@V8+UX|vi z3+=2kEy*;3L38B%RU&KAHntp~f$A=+?A!txiIj?-D&CUMYsjslO+ox~)j%HG<{BCF z^koAc1&aoW(NJXL#vmo zJ3m>;7n>O?qiTylB7-Xr&v8QYxaO$BIlprX(Xl4A$~USe)X8^e-Dr z%}|+Ay5Iqx+{l%bZ3-wxZqcU-I-PL0rI|GGx`|hB2B}&=VOQcHBtvIVUA^$l#+d`o zPF~c>4AvkmtY6J6&ft%=JlKzp-e)-eDN0&EOjOz{1S`s<=qZz;oz3u+96YT%VOR0R z+p?xl_LcuPDehmckp&WJgrS1 ze8Sc1-~a0?JMO#U`488Kb2D|Y>dbOUf2qNaplkl3(8EqvPdbl2Ja$#9Ud-xg&AL1- z0rQ_j#q+URJ_0Gsi``LBYwD!ys-5#F(wbvFkm5Jh>di1xiiFe1EzRT)a?ZKwu_At! zc}%CYYX#|W2C%VFeDxESZbbZot-pjntfBj z)0!#G=hE%Oz&%^4c14iuRG9XeT$~R6#F+q(J3FBGW|3jH1_84;`-F-@!*}ELN+hLU zoz3U@Hia0TiILWWjXEybay&b60#UkpO}eK-_mt2a=*HdYh^1a*%dFRuUnyIDB~N&3 z9*#L~iB9pxYINLRW;qpr3QIfJ1b|`5Bck$@Q1fo9*PaD~JywjZB6eg>K@1;foFfZ) z4;oJs2)6`(2kR>2T0z%PKJk#3e4ZN9$p%mbnvAH}HuD5_M|X{Z*DyN0mT7{L*6Ubd z*NQl|z50FTk4b0~fIeIO9FuWZa(TiJB{gSL*bl{Vcg?fM+&opBjlIC>j|#a}pz^8g zguv@FbFSY!dLl%Bz*=JGY^FDMVE`y|YG%=D*q#PmcqlF<0r$CrprtC0(PvOatjek4`489lu26jUjh*zYuzt09K9sz}P8D&o z=-3^hBu7*G9k(`*!sA5Nb57U%qS=6)LlzM2t&yc~M|OVR`=AK6C$Xq_;7 zrRmD8g06AOtT$w1FO*iRl53k3X?3tOKUt_rRSgUn;l&y>t3OPxmbRh{wlnhj@zBi^ zm43l+*K&%6jG;VvI_-j;^df~?!LRRFp#h*8csQmcbyefiR7uj`?{svaW0Rxxjg(faMtsZX8x4cK|6+7 zGp$~%gNN3_kBSlo4lEOOE?mgb6;9DJ|61@2)y)sZl=5Ex#_xLKIDc1MuR&+isrzZo zjIdBvw1?l8OH=BsQ8C|R?@#>}5j$+t?*j+T_de=^&E3@v3H^-aSRyr@8_tW3n|ng; zN#7Pdj3KLHG6TTx*vYFx-*+F`$>s>jfS>;-Ie+D(rIFUTa7*^rPOC-V2~|!$Mt(oO zDkOl*qL3*rG`n^seMbq%i(h}XtO_m69YvQ!@06^bUNy48%-=(6rU{Dt59m)7_ztUI zKUTOt=HnW2tBBJYArsSII_sa09B86Go6oo9q-A*yuwCZ~oSTv-9$vpD!6N8fn_jF> zzAHrU*O2?Cd{>b4zFFxWc#`4l0nw8d2|`n}@|1!@qSzT4?u0o@vc>@db}{Q&CO(f; z?;JLne#UC`t2+1TH&{DQ!Il! zVcHjNIW&-_R#V&sdMO~GHhH7>Ozg3f?_R56FgQjoje`P28; z>2tO9>!700Oxfjglvz!sF1S=66J&+dS3u+zcl3_Zs-fF2X+{#0PPC^uKp1-bZ%Jr@ zB>ZH67w#Sda=pySR^_g&Drb0 zH34$X)4*^~>1NPcY8nCL1Z?^03wbr~VMg6eHG3F~S>rwfRz;Upyz4=>eV=u0eiy8e zuHt@;v0Xzqbab+MAwgI^t=T@khs-5j`88$nhOQck_SiPDB8L!PYv=oOo>?ZJ70>+| z3$!XHzD4*0t~KYq8enXse}N<;rP+M$7BWI&y6~Wb3{I>fFF>Pa50!}Zfm%E?5-=YN(INcAgmS@$zazuW0}UHu#U0!aV%OneWO{D0t94z`rw~P zW9}!d^xJyPU9{pbq~)=)?@x5T4mYh0lMXiv)2(7qg(~Jpbrs>$Te#L1+DLNDn0031 z8k+jvj!X<*URf&b8YJQT6rB#uk`k$TZ_V#o^8Vo!h_!E(llNXHI7XH06l)0awV%^G zI}QaVyGww6vXFqOqCT%g)uI9yKi`;=ASCD^^1gJK-w^JE3qz^t$Dkx%gf^-er9$Pq zLYhx0*N|JqA3)ih=5-mi{GdhAhU69PtP#rM+1GG3omJCatcVF7=ZVLQ_M>c5!&slMQtClyw!6?6=kf@9L&2^dduih{p~U^t zmb)QzQ)P2HqB+n*lU2#tt4anYA&S4+pXHry0sfxY>ASyF{KFq;g8$lL`1O_MQLKx8 zCsvrVT6H)>a-%~pXr(uM0S}bop83e+$mKo%sQ8Bgn}KXK{=xCBlA})X#zx0_M~l%x zX4chmxxT4(o*C(OLVn{huhfHI4tkerc65gdznj0?UWo|W?wk*cJ^SJl>sLUJZ1E1x z!bGs@l%||hWHdXOrGpj2duoxSF}GDpe}L2|#3C@I?&7=R9q?}5rvb*M$e%1qa*MpA zAyq%;+<_mYuUF4M4LnHyQ-!N75ZTPTu8Fc(gKH}p$dK~U!1sLbVG@Tqu}nmRWul8s z(rIYcywc3RD;67I!-Isd97i{>Q%W@{@s&#+@KU4GVZM60y*hDNLUPh<;P>eQshUWy z*=;?rT2dzYgXhXk(VkqmL}?4UKHm>?(nGvs*7wD}66%~s?`AVXez5oyrl0xFLRwBXi~c=J zMw#ZM$Y`X+8ob!WklXeT9inmf_^S91*JwJ&Bq^%1^#>zHBRA=EZ+KU~r^BS7GkBy) z%vt{nE4UH=gq02_%_C;dxdXB5EF~$%8+EKeS~xIep+kX}?o`oYpEF>zs-oyBlq7vzAK*RevRyd zl#-lvXPA|K?4<;Lb4TA*+ro2JwD;>%HT$dpc~sSUk>jKFtefC% zibJYwaEO)n@QiI!pDl84o6+{Urv(y|dj;y1cB!Z7X>Z2y3#h{OJK^rn2d&+ERL3^o?LF0g`=(PdZ%uK1$O?2Cuv>**E7k_{?0$~8iw#cO zgTV%ShHBY?WbKuPXn2!t?6wLU>J&NeX1E4*6>rJ+HRS#&mx?&+iItTfPFmq6t~+B! zs~fOYk4&lDQC46o=6Uj@d6tO;;8Klyw&tnPHZ)KK^7z)-LoqMO=ze@u#5_t4>xUf^ z*k51-_sUbnIf30PFte?C02r|LzAE%uk-X1crRQ2v)tsEolGs=M`K_cxy#D+dsKmdm zue0yEt^k1WY5qm67qWe>@P*=|LT=ZiKt;Apgwi%c}i)XQMS^$z7&A@^$-p3jsj{MT3De`uEy0h~>6i-rt4 zg@1uu0ZTT=I;~CF{rQz_c__y!`BKp&md-Js4>WPF2~!GAM>Y38IINt5N8Pw>CyOS_ z7o5R@pWn>*4Ai7roG1);k5TzS>seOFZ7RMBiJz|9^}E1>e+nV<>{FwV&0#R!{*{KW zO);61(eu3NHkH(ZdxsJyEzRJ8 zI-&7B%4g9v)eU$TNvPvl^kS)*$@y<7K36qsaUJ78-NGmfYDJAO=6!ZzDz^%`U*lHs zbo@f%en~R;J}SPiVIaXQT$aVlQFzUn!>S7J{(%WueVqS2H}o@4bp+lve+NZO`nw`O z2RwFjJzXPb=JicsuC)QrDyJ)ZqEc0qX)yj3gRV+mqn*4dW47?FW8Sh+4&KZ?D*0H{ zq0G!^7l!hxo2Q~jw;G{NiahCtsWQW0JhH(C^$r#Pz(E+CU(DTb03Jhxm0U)`m)0hF z%N2w~CZn`4J9!Y-9(9Fzn2Df06X9B6u|A!zp{TLa>X?$>Ln>R}vbXg88ohoeI<@+I zf9n3r!IP|`IOoUw){0JRXjSOChnaFu2Yrya{-sfp%jQt_u+KNSSml4Fa^^JoTW*-+ zX9Zm&*{a2Lwn~$oWFBr_lNiUvt4IbP3(bZMsovyGk z3n^nEdonswI^it+iPgd;Qy#E)Tc(I}Pu6Eg zFO_MWztZ{#K?gR#ZGJ5Pq-jp(@Ju-eDpN>n?gX=?j|$nzX#7uAzi2As`TdA@+*^F$ke$sK)RQ7H>+1PxZ8{n@8{Pk@o-1zGs z75e|E5UQZZBYCi%)~O{Wvu6NkocL%O8D~>r1|nurSZY`H-vwA_lwVnV1QeM&%6K79 z5*6kin*BQWV=x1T**xkiL(*PzMU%0+ucy9D8@RpBsyYg{wJ*n5_m|3?L}G^W>Ey-f zw8iNJ?Z?<}-0(bCm9Zn0otPJ0eb7`1{o*-tj3k^}tlpt?_an0gw5DWgbdI$2mmS$6 zKRZmQ(VJo6{B$=)Wv4@GdBI_z$6ZL-puRBOqnzELMN14^10nu;G9mNV*HAu+Y)&>7 z4$GE|vER*~j@>+qBbUK%3v=Q6-o9M?m(5V-``a0ruQ9?o&L{`(RH5`LQ!b!uG#81) zN|$5U(_Jb&Vf$2(v@J94`Xsb(qClaAa*Uz_h4Vi zn7p&3tT=?2rfP9=PP6~D_EVnQF0Dd{N^ZM~(;wqT^&G6x}|Jg4Z`T&bLW=WFB{q^is1jt&Z%Lb@tGd zKaH)|KBr^5*`xxOh3D!9slyg|;+5T@MbpfTJ98+>pCD$;j09?wI1`AE<=jJ&>tqvm z56ib9sDXSx)MD1CRwqTitE2wqcjIi@f8g^+1_b)U7-gkdR-|VE^T(34XU+4m{)?Z8 zo|MkL61lVsUx&Anbtks<$&^U{w+MC|_-Ere%0Ay$p@b<)xHQNJfx{`Ug&LY7`>v3C z#nM?+-#`Tx<5~;P6>_}>LjZO1{!~wdzGB_=uZordpy&`{*NP4wi$vp!YoiN|kyFV> zg?1G}*NBu|o_lakq5`|A>MLskNJSOm`Ov%pwGYxC8YE&Oy>cS`XNBCaajOufnP}mV zX!4WCri{&8jYYaIsI@_km0TEnd`m5<_LAHltqgz} zJ$T?jgZ9cWztt`EPsr`W-R6@CS(2`BS}nZq56pZl?9##y(!iu+qKSUv3NGHJGW#hH zU?|&~{GPwp-?BSB$A=pFC|W%?WR{*>EB0#$R%n;(G%Axx6Aa$6u*}n3FBS4#LDoM* z^Vg3j*%(wo?zup+Q(@fsGp1W_`HY5@wZ4*TR<-7~azA8}d zg)Vr8Oh`AEo10?U!oz)R%Gls;gyOKAD@ClbI*A9H=YSt%5<><=#_jzC&GB!4`EByF z;whY*=$OcaGU0*LEq?*)KkP2mRft_H0z)BXoB!j5;#_M+u~C^CmjH@*-O zT2I-{GiPfHaYkoB<78U3s^HFj?8m|lSPu$23!qMq8a%sISR}+qGbL6j>V>I@jcX#k z>7@p1GG~E1Iyy>nkFDOptU9+0?AMj3=Tcb}_5+q1Fe%C?#k02yWE_I_4bSSzOr|9% z>oP+02LnIT#|R)2KWBed+^&I=cg9cOUgcNN2bMd>Z|cKH%;yrfQ+;Hp1*!dy5%(EQXZ?+Z}}9%H(Q;3tgZW8pjUYDcfE^@gCI!F!%hT$?JSQ~*MlYL3W3pu5he`E_G!ZUS&7%D!J#T$))} zzM|UtYZp)!dVX_Udrg~aR(vefIISiPjqtf4*IUp`F#X9Hk?ol&-mm8raB~y)M1!SpHB&jdXv*#mw3yYl5O{6QQ9cLy zLM5fDC}@=mK3ATA=hpKZvX47$wZD}r08Nk+IC_`H#Ctz^f|m*HbCLC|c*p2;Lg#GQ zEO}Rd2y@hZ8tHFc%o}EPIrHWHhiL~BRtNlRHS*GbH}uPMBtqLn{-@}#ozC`k9Xq&; z5XXpCe%(^KEfWn!(X57@T=*(%8Hdor7=1V7IBT+h+H)mvC0$srq*uq@(oGq3WKw%&M#a^a;%>rT*G;TR&|_mzA3q@htyg%eMktGnn~m=PFRp4!s*!7 z_@D{+IG^*gRq|BOdm-gpnfxFt$^)1*SDryQ&K;BTY{4EziV*T33T8R<8dkbKXWEx2 zMW}##YWc@mt{=>Ic*ZQJ#&X`*J;gmdblo}st0I;MEz=cr15PZW_EPWqVHOyrb^D7U znbs%=FLWma^jnVyX>fFzFO~T~`7V>IMk>lQSFO}nicycN@%-zab4I*ilafKD(66&I z$9g7pX+>46u%HKgOjU!ynrvNiU_FU1%#p@Xx_i5Xc45{PCVA598s`etMxDRx5(TzfKl_{&G6D`LAEI;*os~-q@!M zD#Md|@i6n0Do4;x6?Ux%tQGUcXm7|c=u?Hr^%`=$#`RN*y|(hy+~8!fr(~wLejeP( zFK4|bip;Ka#eNN;iiPEno98;Mk+V-(3)k7>3I0biaIIlP$YHfq#I{~csb;qEyRSm| zVq+i=R+|dBR@7_QzE=)Nafi23$mvMjoiJMHmvr0tp)3fzDwfp_r)cFY&YVZ3l9#yF zs=%h4#2gk*B5^tM?&S&?eK@vhoBv|HmdD6f(oad%hc#V_(vklkgg)Qh1JdV+uN^p@ z8QE?W*Xo+~i_^$;RaH!+mnM-ueDcc4GZIh@6seQcwXn34R+M)_(ux8OiF>8O#JlE2 z{|aPcgezb(&wf3Jm7GefD0GQ~wtF)?&ztRo$2s=O%K7ca>4kPo!%=5P;Ve6P=*Ndv z-I_E0O-Lsm(03|9b6Fx+4a`>`r*uklt=ERZ7S^x-|26$_%~?`0D;Rht1fYgBR=Rie zi5GrUtk%6#VS!H#!hc<=o1cJ@S)MIQ`mc{Jr--;4eg?#jO$(c{oTA@9Qj2=Btw_Zy zqAY1vkh6lC$QDAyA9p}6OzJ7={1o!IEmu@20c7y{5nnfR62B|-QepYfB8neIPIP)z zDP6EwzS%Xy4m4JZx+FRQE9_A!RT;Yu{94eBs=r12v{uNqqF&>HNi(9O;L3wy;yq&- zhSlUf2)&Cr3gB*$KiQtb|$!@X2wpDV!o%NTK-SI#xgIP^! z>cyC}FtaP(>`^>Klu|=03TG?TO_9V{oZ=NvIF6TBuTFJ!e#`g|K1?#1>eOp<<$3zN zljm9?boltnUHPamqf>Ektqt&x#Z(cg3M%jEK*6nbT3wT_gi^XaXN0I52d$UC`)y{d z9$ZES%mPR~X@#ex>b>^vZ|O|Pasob7=(R%9f{55Z=5HN&{%zO=taO_nO1^pIw8%UZ z=WD|pS<5`?Z7PvJrrZU4*QY!s-n@P-a=e=qL^beas@@DauhdZ2o-536_bloKNk-NC zXU&btWa&Xfe2(I}l1Z%FO6Ow?$6bInv%(3v0v*nwLP3bZ%;DCjrY5pI&uP!5EG+t2 z4i&d+(8ruU*5#@V@?898CSb9GEYn+?+~yiCG5 zzpv11MVy6a?dd#elOMuK{vTF*7(>;whMGh95M;<4PWIq;h2AR`p@11xBVmEH2DuJ% zNQ*c>@>%f&ZSs7L=T@O_A!@(R}` z_da-z3NtOvjf`wTqIFtXPnX`KRSX4p)Yq)R-1E2v8mo4r_gL=8fEk=BV*2L>L_y) zzAH509^12xEjzX{Tgx{_C|#~%u&@JZGUom%XZP&JhZJ>-!<9cKXac}k@ZX{DM^U7y zgejq?Y7`&g{C4{NJlMOP~vc z;okqoCZ{ctRTOQVxxrwN+%W#S+qOg%>w$uh2=7zT4MNX54|j1X>eD-p=yPk5z*TrC zU~jq6rm9CKT#q2y z72d_Nc@i)A(W4cQs>9V+;r2m;KV)CWF4m-DA5vk>HI8zP;PgIK*zOwKJkTn2zl-ih z4u|??6E2lU3rHUDpb)XAEGrK(>&QRO#&I=S;qGCehB?}=hcX2Zyw6*sNoZg}Ht&%( zX%oDlfu4VbRw>r(!m`&V7sgrNuQNSZZ_9tVtv$8L9N#6*W4h7gB0s7^RI_(m3J# z?&VpsT3=n7hmwpm?@P`*2xD7R6eWw(cNMm)2umF_pVXYw!U5&w7~vmojawtD^q!xf z-~Q5ib}=j|>9#y2CjEZ;GJ4e$1_RNSGjeg@o~M(3Vg-Gp{8Hu)a}|zy7Mrv!b}HdX zK&~)I4(rvVWDZ3;9z8_jw3b7j#p!wR`;?glxp}VXVMjd3G;KN>+#wJ&tP|cVPXes0 zf2#0qN?a;7*Wh!5^x8hp$UGyg{`{-@X+cNN^Au;nnz?ivCVl1zcvO^>i16xstq6Pm zmx^5LO1P$^}!bH z{rxsLrMu+MM(0X?*1biH_ zc`oPKGlLH0Hw7iLpi|b*98J$|RP&<4^&ZLSE~nSr3B!k^nKTc@G8y}L^%2P4QjokO z6Fz6}Fnwtct0{NW4F?^IVB-8>xTpA`%p^2q7i^{qOe6o~`FJKDmwW9Sx$*}diUbF0 z-n`E)C#|DbKj|CYK;Q!~b-h<iq=y>nP=C0kD1$)8j7m3 zz~T?%3k%5sPPJc>;BOfSGJ$>Z##Yba%60nYPoi(7OsvMtJ36In(Rka$EkT%)m4vDE zA*q@56Sa1GNgf@XPB%gE4PW(#amvCvtfIv;J~N)N>soY47_)*?@Y99=aWZNxy%dPY z)?qpK_n7BOkw&7+uXI~Fr8upDoqftQ!IP8cnP_0*zmDnQF6WA?_~K_O_1SW+rp9|v z@-DB8JEI<^x_PDq9{5OThRjZeg|6s|C(n!v>S9$Z4z9?F)!!YsbD^Q&xQ7ZoHS&8qxCp@x zQ@?Q%oqdotG`@6f9vMS}MB~-;B^Ur+6?Vj8 z%onme>(dU7v`v-eI=dXm=FwGf9&k-iCd@IW8Vi$pvIwj>M^REQ|EPyP>jSCrO@$&? zb*kYxI~o32-yZ3uMY-^Cf4omPQ5C9U2$bXfQZe4z-8I480XsJJTm(oX!6A5&_GYU(YJB6oI5F>G37zew< z%69>=f53;NqI-2CS5ZwrCRb6Odz4c_u=Ue@-|WeK->pmjid9PN)!Pbs^Ho{SuA)4{dw-7X%qEQU>0NBOFdNt+Ji-@L#HH4 zO=;XsA6)SKK1I1EkK&0Dfo+AeiAZ4|E`LeDiTbZ93SUqu&kEE3%)8-WxQ2T#j-eXyIZhJ0jucOlKKbD1+2L%SSqY0 zv&2-WIHcanY4Nmw;IQ%vb9h~o!F>>C`d#c4@BdN}zu?7cK@8;kw*;cj3H1zQy+bNI zbmDAaN7&YY17+X$C40f$!w0@hR*9k7@+}o{CM>67pW_*W%wLF86Re7S8=fkdr}R(( z-&LgTQAy1pzLdRIAkvRrCV1o@e?IY^EP2>+!p+pkg!dK?XO{*3fp~-$*8)2 z#iKf6aF)%W12$g2!m`P;x|1s)u;3pDjWmNH@?4?Xmc>!$=PJ7YE4Kd}=#Uysge6nR z@;Ra(^M)<=BRD}BnZ;L*4!7~1))9nyZjY}?wp(2Nb2=v_ZWU`K1j3+>({uGrq)1^ z-dhzv4#R6YRLm^W=}6~d>eGuQe=ZJAqDOwN@b`*IhrSyAhkAE3KJX{6g>$v+)Is&V)HhEbfF)6}xMU&TC2UAnxdV`xy(q@&}SLGPwiA8swo9zXYSV%mJn88{^uC zOy2;W97jiw#DgpoQRs6Z-S>T-kyW4Vw5!jJ?y+K&yj{aK6`6-q5_4iQVl?DqOgf&k znk0a(r^|E~b+Qo+ja!rMBKdQkx!hG#lpXBQpyE#*=NCuNi**H@9_9_tV4PpPcmQNS zCLSW5y}?0e4~NWOj>Y|jd}@A}^RV7*72Kg5tnYsCah>1euOv!GUQ!ImYpPqYOft2p za`A&32rE8$F`cw@N-Jyf6|whLxEtTX4s%*@kK(N#>qAM}6koXe_!09h`-#m*mu5G4DVaJ-q$#*}z(|On= z{z0M84bH@+4w&fx0gD_OEIZKr98TQx{KdFanwgL4bCpv-nyX7vjXue!nQh{fc5iq` zlg?npSMn+j5T28fw3S4!ikc4|q905-g71`1;L&P(6hir`0yTc>h<-sp! zJh~s_SV&wYG1%vc?;k2!CFoGtski=BpP*#^1#e*Gh+(Gt zYg@6q2C-F@@gIAo3jluCl)m0dm-O0je%5c6 z{Lv(AC*R?z!nYNKo>%S$RA(U-M^|yLC+hQ!rFW21V=%fW71N4GM4MNzUgOpjfyeh( z<)Aq^wW_}13d_fWI3HHip&nRBkyo6?qjJ!4c0>r86XJa2Y2yQDveQ*u zMPa4;e8}@;KAk4zq2$m!SM08l{+2hWvm%>!yVG^!H^s?cGRb42IZS}Y>DAZNPA@~|t{N*_rq#J43-N;8O@&)LYaTE*tQjHV(C(V5Q*tCcQr!aa&{Z3?|BzDwf*-`0 z2AqI;GIkN}`%ezbs1>%YDA(Yq2|=Auli+_HimMvk(-(g{A6hZ69CmI|A7@xqV7hQf zC}r0zJ{~MGII{%V+vvzGnR1QWht66&RdebsETAKy`yv z<$=3uH2-cU4^DdYVyDB<4D*Sz*s+`}ka@u3f+u})vKSl2?lq(FoV9PdN6k@Icl>%BAphGrn0(0;=ySd|LrL@C^Ju0)f{L zr~cz24>M=ClWTEH;(S7&@-8BW*S8gP5-o{r4&^7)HNI97=>wa&T7;EI1jX?&c0#O5 zF2UE8O;|icf+_2jgGSNTtZh<8w`FcZ%qy`>ynkmPP-s!X4B~uC$0Xu@&74G1U^b`M z%&?nOmYS$Er^IRe^-z%uzak{lA3kP$*OKQMvjQLExy$v$$3AF|mN{(fT{@Y=l0KLT zG2#lSvyF-oOpu1Iy>RPu4HJIB&j+KEF%S(TH@XUglwCX@LW@`#b_uZCnDzL4P zExq(oKUI_bmA=Ba6=2eY7iQ@6FxywydxdSUL84ajlb$Gdp69A-^$|>2V*Oqv>pA!A z@t7Vw@#cdf;g;>{5FIQU_A$8?F!$h;Nr13ApDV`Oxp=5%l96RBf+V3uv;4V%lKyR2 zQg%;e?u>Edhw_7R-#<*S9JzDNdwVyk9W&JD%%a1j2Y`k-!EY5dAiU!6Eht=0k%B4BIR|R)pv0lSWUCy%Cwl3#A ziKdmo?4n7GT`itdNxFL8Jx)u_sv<@QMV|*=_*~&^G|^<(Ns5_QCc<>}YCO9r#IVg9MIOjxgeEbE7Vrg7io?{v;j+~qLFmfqOA3T!KgOI9YDZjrL5@S2DeQ z4@_JW3Xjce&ifsPxiWVM>Y!<42$Ct==P2|2XluoJ5|SJ^)z?Va0p6@qGhfW>^Fav@ zU{^rxaWPK72?kFGQe~*auYIrDu;;-&v=UFDa z!h{@xF>i8sEp>c?!Je-b=k^-2hmm#tFrH`6_eELq^pbu_=rxv4n+ z;Tmp9#(zv;e`fqUaTH%Fw%0hBqF0^3XNTg;EIPqJ%4?L#*_WJbu&o%|_2M{Pu|5=r z84+_nGX&cfmuA8Gf@5^3i>7BsKM!!#>zCgKb$q;t&(F9N`)fzbnkTKRDlu+r7xHqg ztAnSDH<&fzl`Y4d@1i$l?81}VW6+GU;GtkuVt8l*S`G=ZUG6;K<()g|LLV?|y5tpr z_Ut9EfSwO^uH}2HZsO4C%IL;@u9hA-EzeHAk=b@B9t3sF_<1|=dClo48J_jKJ zCWydg>h6J+T}m8yF-eq@);I( zi*s#E5<%v3;!ZdL&15rNi*s$D_z+Z{J-a+kIE*qe&tN!|MN$oxOmcF;OLd(8DIYXD z*vb#uRLC_--aM`Aw-+JkNp|Dpjd`A(Grra3y>lAyGLLctoo_c4yKAH_iPVBeF5Mrc zIu$O<;+nu|@@Mk;K*Ohnv#HD-mv_!@yvQSo^@o`ia(zw(Ljlhk8;0sVhyZ2St(tdYV|PvzlLMivr7a1$vv=^6 zsWyph#^8oEmg3dFGNO+**ipCWHeBPGfRN|s5$h)7<98d29>m!GDnOVe~ zFlY)5+m?LLP`rLaem$AxzM_FVJF#uW{u*xY72!Ex)}Bp$POHbP;H&2-a!o+sf6C}C zDjPVgq-D+Q7S3Z-Wvs8PaMpSO*<1R=-L8cJkUVvTgCe|?#-%CMKH+&uJi1v!@*<#lv(3NT(~J;>^u>MFUvfY zJyuvMAEnohev{_vb*7an&b)E%M^#Zc>-hA(q_6cuKH*h5wlN9t(&bRcc9s*4p4J!# zZ!6C2H9T=FhidQ!3g;9|3=>@=VL916SG6FBfvE0c%pzcFF=y(;@lDS!4;B1nzrC~Z z^K9)jNz4&nr)wUxP~9w`IjfZO9>k-9z&mrDo+^;e`HvO0xd!oa0Co3R&y^0ZI1Fgt zU;OzYSWa{b$60(P1TAjZ*uryMI@p}O&Y$DCLYx7CD(+T)57E8OsYbS9Wok}LH*71`q=~7A0I5mu`4V$`@>f5%6%n@hTw(uEfmGok zS-+5zMO?|(v@CtI`wHeVwG~{@R!G67;;h*V%XfLMIQQ4sRv^*9HS=*`2D~e^j-bC~ zVywyaG#?)SUZ;_l=Npx?Byzs~vPL4+wbW}THG?wjO4m1Oo&LbqKeBzIEQ;czkg5iB;D5^BY95J|~)iE|0-7>)`2{AtgBE%Z3 zt;l-|VRx7%!#&)@E221`LcrcD00vBpUfsRw8Vk<<_x8RzP;m<4rXoqK&gum?b!@1< zEIE#P$|p>)?~DZYqs%>GDN9fLWiB>ZduG^H7+DWKRQTo^zO69q{z^DU33ua)e_Yd{ zylShRkv!>PY`z4s-(D-$=R7MIIt%Yo+!IhCl;t?YXA^6MZ7a$(JfAR0?SfU0OfQMS ze&b@Fx$GIUOb%n$S!CXP!C}IWEh+#1TP+h|74LM~wj?Jp&~x%XUAoWu-g@f_s5Xhk zxfUgXU7fE7X8xHC;8nb#n4K<8;L5hmEE_sot=bh`D-S5f=EB=Lt-*qSle7F3CD|!Y z7Rc1t2mZ(J-dzj(*ila>r%v8aJ`*D1Ojx&uB}5U+#Q+dN@4jG# zN&T2i3n;szOqzq;fzDxQHWzM-Qs?UC`=a*gE98ypE7qJdtvI)zgVopCDUCDoTcQDT z@=#7%mvx?yPZgf~oLPh9A((&n=O|jySaDH(0}ta2D(4#~ZUy&H{NqpFP=6^#-1=Xvw z;QYV$r~36_NzDKx@0F3wpva_ZQBF8V9^z`Ew0F2RgcYE!JacM}WY3n#J1k}=eR80O zF8YDF^Qdt%+p-0G4l%er}4$RvrC(xIr~^4e{kpQ+_I z7Qf)^KioGJaJNl`?XDq*#7k8J4w*HAdj5+iiRlXmX1H5wMZ+UP_b5n~O{(MS?%}sD zoDqGt;pAy|aiCATId>J4F=HjqGZ1*U#Sf)A=n9fe{B_rP_H%`AD_)=VzmI$EKdf@l zg2xsa7r|y&^vH8arGDd9HHofX&_16++J5P;WcNuv6LqdW-~Hy?5c{ne`zpW|W`;}B zX3@W}IzQ(oC4VkmXPp<2>RnoWtu^H?66qtBxT$b)1eL6`ZmLmvpN?=R1W&z`z~CKUuSEAajqpdxSD}o;-c#BQyFHyGPgcUAYAf&Dm>( z?JC~z!rU9CG1#hU_C&3Z;#JW)q!y;E`dU9|0wRSdZ(ZfV!r2qD_$TMypn9?knj|TCpxB=Nep8y=xN@QU+9EnAB(eb z^?|?e?Bo1gk(r&vxpbmNZ|u@+wIEQuIZ9=dO@JwI6YDt`3r62Nz#bp;qIa7sgh zV8OJ%Q1|Xn9FiGeS@foNKb5)WuN9kXs7S);6dnAa-_w3HI<1m~R=u$&55-9jxw=?6{i=q#p6VLqKG(_l>?(}22ORl-`HtcZU&l4-plB#KIM)5n=9o=J+^3hId!V&yqAd2gIbN+ziL>Ry>SXRK~n zGE?BBJ3;9_k0e}@&U4wb2ahe;>n|0yzs7q-B6+H4SHBAeWr-sIANo0O@sG@Ga~^w` zI<}2|-RV(>_8((~aiTacNS+yc%y5r;WF{H2!yYQItth_uf=obm)8`7`R>dh5YF5Bwm{3|Mu~=I8VwrOJcVd9T{l|Fow6G!BQ6 zD>_oTQFs^P)9X32?lb}CBVRi+LEkIRZN&&Ft={SE!b|q+!v5jZjBSOnV;`bp(=@eZ zkDAa#Y9wMCN;hC|??7JPnm?z0N*8q~M>49M{60AXxps`#TirljweZ5o+$)^buwwW}KoYVE4 z8!pXYy@xL+&w*VqBjP|+`Z+O~>|yK!`q%drNZDT2%2r&9N;G| zahc{`_a;*@5*$G-4q@F)H5-d&QYQ&$&5p1j#2ITjj~&w zD_mv;Yib6lb9}1E{`9S4^_hsX$KP|MbFWRFZgbIniB5v5aQV<+mayz)-?*x@yHn7u>%crhGu?SP?r3pG`{~h zV(tH%^Ny$0p*<7kIqIG^U8YWH!Bx1sU^J_?&HUTDk&md+${n4^<`gwwi--F_1YnWY z!j4N`7>JJ*w!2201}`&p)5=a7@r(K5GU7B@y$@(t=Y~UZ74hyLv}8Q6<#j~YhbMqWCjmWO`1%ox6c*kF6X8AyX`}qqwgBfS(v1ax1Txk^Gfz*`(3Q{6&b8N)`j<)0 zNWc(BQMM7{9A+*RF|tSGYVcEn!|L^&BQ8tN5n$G@69XWgrgGGP@{V65{^3@r=jk<)8L_-`^Nb8W^KjbU zayQR%5doH^vJTr=#TY`GbMMVXIQKB<#SV)U%y_Ug9y2slufOyRA+^4Jb_ zk9zRw9W%G|+$sKau{OOic7K^U_Qv`h6;tMU6kZNbXVX>GTHjHS?xgr`&^a47P zm`+D|T}5gNOYMJ4*RdphpNyatzU95*_#=avbilJ!y{c}_xW}b;cXiKB_Mo7nH1YO$ z#@tJ?f{9DOONDPMjDWoG9y|`3CDEW-cA#`9!?t29@yqG;sn@=Wn)Do;ys+$AXN~TU zN$`VG;*)z`yT0NvGoE!-*2jJjIE*;z9MtGVm$SGxIJpxt)_peWT2FT+Tc?_>oes$B(6Y6u?NHYn=Q0>Oq zx98yX^q`IIqvtF+SztavB%W07AMliC!iUVM_HKN^$23LxfP; z5hLQZ<|T!D6bc*a$lujNC$4MI6%!i5axPnVu#s%-1DlbvDdnpZhQg=$)U4iC%k4D5 zO|p##GJ(2|fqW+TuM`zHwiO;h5~S1tXUBnNS_|t29~zO0@0W0C^XolUEY~ouaH3XH z4|4^`{295?-Cj8nMf^*Jy;j)v8e=&c3;EIdO8OXk)xOYtJy!~XmK_SofxP6uWH#92 zGX_w$&t)aw!&eW)W%7=p=9oOk>vk|Lu7HWujLfCd7cL&E>`F}jFz2=co@X(6Z&TR@ z?@|B;1JOZFzMXT+;7ODGN%_f%IuRe{fw#rz#GgV^J9E|MgcyQgjgsKamR&u5)1>@g zy>}RB(jn(tyAzb}ASGKdrEqO>0gJKD=V054)Hgg-u){Lvy$131lL<|tJGqDhe{Vd^ zdrLixCmH{!vy;XDqt!@YI{KmXFqD_HtH8fh*lUG3li{ip#W-iXy;qp;uVMSYvZ;7x zcbq4m3RVs)B9qH^6~3)V7YQu+x0&ZTMrW?yWh@~%pL?zd#0X_?NbeutRrszV?AWC1 zyDlfh8SE(R6~*@tO|C2N)7kkciPC?#we(cTp!g|;`7OC>Oj22kuzLQL2R<%2 z?$Y67F|GDQ@h_{V#!UMyQ{rG`Iwb}xGb7v?^{k#4Y??toCy(9}tF!tzf0tAA#4hFz zbXD)L>>O=D18JhEN6(dAYTTc;%pGm;W$FdX_2ad|6CN$9c;1n7u6|gry{AD?ayChO z&k)!;HFpKonFGYxJZ<&en6o5M zwu11KAROmQm0S@)Mi^Vwt+~6d>o=0^jVhjSJokl1U-CSw-s8tES4D^u8fcMq6k)KU zYs{a1{_4|p1>Ktsj`I{gT`=yL!ivg7aL#LFMrOY4YaH!9p4E_wgJik4ld~D)6`g6t^z9-4 zRv4-RvK5yAhZinf>Y@|-R1sF0&tW*$(|T|f->;LLIgY~VEeYG3isl+tudy-^$FK<~ z__{ke$OOKwZfh6neNiV)Wz0~*)TV-RMxL)>@!o3U1vnMb1Iw(PG^xps8Dh%6e=I5M0q*jDv)6osOce^;A$Db$>|(m6JzA zS+ytI)@)N@+iT2&e}h^Vj?q!Ikwbt1&Aor9u-!EfE3SA!S1NxGSLow#_kMWNeMDeOARTe#e;anN5mfWrpTmOnSSF*3G(-CV|%B zS046vpgiE?5M3kj5X9wdKzZymKpx$5(mXmxw?@^rj6>m$`@Fbcf=&v?CvylsB${z`F{wt4^EL zb4PtPX;P$2H+SX17LR|~UlR9DuRS=kT(PpDVkw*_t*Kh96JE~*_O}XW==)esz@A;O zc!kHy4-_wxnsdfZzE?@wgibXuZ6vBMOK^KCcT`+wP5H^96u$Q;IL)(hJfPOuaWJ#I zcw>(Q!!DoDn6C|1U?M%cGApg5Wg(w2gzpS0jw=Zd{CmW?A=8k)dT%4fOq_k#k^F*- z3hQ4g4lAyJp;oEx>Wc%_S$uli3h@hWD{j!BDneRjC|_gjFXzcm;qUVo2N{G*GePJw zSNA+wG)jy}Pj?7m7vdbZ&VbKF;eQt24L4Cy%yYJ7Gph7A{%ftgX&$q&3ONr%JEoe53k0{e2I=lK#U!c{r4RDsDKK3ShMC(nq)G zYfg{x<}EicSYA(MW|8yCAPD_7i8i~|$jr6T6Q^Slcx4qasIl^?JTi!> z_+4DB)|_{OYf+>obNHxk1*D+zJT|K4Ec(;)5$!qiy-gen^qdxzO{c#luN%KP@Rb4J zlZE7qYjqAIrw_bWexY5Uj$Zu3CSV?4aVeD1}jodw)^u~V#PUc-~ z*$Fu>ni|xjWY&8ysjWITfT}rL`=H<11MNvX`9WSXAZ$siIN$riQE_f6 zJf~h>ur2F&^kpZU2@lAguD%U3O&+;9`pP13$`^Be8|Jrz$BNB0 z80alrCkQJmwr+Lwi&nz(@oD=EK#?mlH7RWW@32!93gG4@db{e_TF$yjS?9Vyl zW|G!ECHH_a`YAV z4S1_S5@Bne=Y4Ckcepgq0-5X-VXcKN2i6q%rsC0?^2`Y@7Vl$zU$j3hY$!@r!02JF z&ZCOnQ*re3xqCP#OX?eys#brmusCUXO?14smFev=$;4jVqbLFOYu-&)+$eQN-)yjk zX290ar;s?CLJ{Cez;G&=Pw}_xKu8RQ{XY2_^XV4dCy`u{4VKf{=L+9e5FfFy2WeJd zX~=eY(M2yOtz%(CIC~DmRJoL@)}I)$Q%;XlwB|=aG)1tI?1bWLJ-#h`WvCuBU($R+ zJ$X7MO+*7ib20MQCJ9ARq_RVqTlKbOF21i7wyn@>aKZyL%QswTkO|6{W?y5jV-fu2 zi@WJOy}nm;&c>>Gp46VJdvAj)Nh9lr90`Z=wWpQ=#<|1|Hh#M#y7$P${d)wW7=P-^ zxe2jaqDk*Kh$oF4B5IPr9Lv=V8C#vOVpF`lSwDh9;&UxLnz>le$4WY7Eae~N4IlJI zIjLK)tH7oLPg#2N_i#Gwt~pkfrBtwW{OWSTp$T5z{g(=FDy&xI4}FL~ z%=%s2*#`}r+C@7bYv0%t5;KY9ESVTk-#~fR>AfA2!wU=7nx@1R%b6a`q!*hSt2#|^ zI(c4-uk*e2^rqx9A%us5W-dlK60UI-a?YOFg3_Wi75C%V_AJJ zhjUBA%(z!NR&($h6>e+f3g`1b63jx5xXfgi^9myz`MV~$)gjhCFd6PKn(xW-thp* z>Lic5D^}gu_m4VjL^AECTar4)vcD8^M!Mv`*pqVlFxAl5biWntEFqhd|53f6fVD`B}U~Eq8Nby1n%^BV+rc~plVkqohDqi0G zpGH&HkE*bPYP|{%Wnw5({C*W|oVdj!!e{kk8&7vCbT83qU4gySS(5)L)X|gugS>JC z?z4x-R@k6l^jFTKIB}-02;tf=R<}5v_pzw}jc4_f4j<_cOa-`Wg^fVXw+hSGVPV|4 zr)p8y43sDCnl(`LVyHf>!o`;pj!#v5&2LD~#LDf-G&OwmCS3NAg7}1O#VpzvZ_44` zkZaIu1-xN}AL;=>Y|15XzG%G`q?h_2qRjm%bJXfMt(-g{dt8J-U9%_eHE4*3uIgQC z&0jI{*hM(DIm^X(QbgK&II*ER{Pfpj_V_xWtO`^wll%XdPb$0Vm=%ntC9<3z_(5JX z{WSYpJ}5B}in9LDc@%xvPj(u>6FYr+?Rilzu>LlkN+kCUnIbZ=3qg!#*Dr{3!7d_o zSkCIASD*QF_a;!zrj<`e18nw&ihhi9nmeB>;Ry5(~r%?=*{ zO%gCPnOqLqvkZWIvV7U9H0{^YT>KZ|mx%Mq2aVom=qJJU5`MV@Y8(W3`~BQU@xT9!IQOJB(&)Oj481VEP49 z^eq(Y6VEQcH34obChZUUxr5c$auhp+!5nYY)U81gMVIw7mMNE%nfv7FN_1>?Ei4WI5zMrNeUR4#sXz+8Pd1~YX0cvnsR ziv(1NCQ*G@N0$>D2}-|?I1^^z8cLq$@TeO9={ugZCPAp3BOevlj`)+}g!RkRiGW;T z5YhV{_?XW4jzmOa9jl+zm{Emh-awo@Go>JsbM16)K|1*BYU!oNEqi77plQ|-XX*L< z?nC^w3s1??r5TG`W3E!H@RwY3&7k72_^WCGCsQ`Sur6`Stet7K-Y!-WazRXLR5PV)19bVuZc>A z?t;8-jL?mhXE0PbFFXUOz<;Z-@>klPKa9RU?0ie}ePO9Z%4p4O^GtWKZ3X`S6;>*I zb+5e0Tc2jY1}zF`82EbYBS2XcKDjIfyYSl6 z2~u-=iMulgjiztoW57yB?+~XF=D~&>$mQJN4O^~UW3F@~S)nGM$2r?$E~XB;nRr2H zk6S&h(fnm$>;`It&m4d#j(ZVP#U51gqvB@TQ~b~BVug=+=iPC{j4QNWhpiI{*KT}t z*S;dG6H4n+Av2R4uNB}`&1~@=d1v%|Ff)8=0h6474&AU_h3&7g ztB57PBwVI;MYI~)JJ`x)IqmzPT=L}?OO7Jtt=Z~ehcbV0#n|Q&QD$q47eTI;o!764 zLZ{uhyUf;92}-MjcpszcEXI?3cBg_|aeZ(D-Q5=dAeT(x%;G#un1Aem z$+IL6Hp9tx(;Fp*OD9e2A4WI+rDAg6g|m5@d|O+v93XL+emXlXp=8?k3Xli$lIH5< z&o67xmHarG6BZ^yq*EH1{VwSpp});UgUkBVorUQZ-s#G8Q>?F~M8uGn@7$TJy*tZS zIC)n#T*3N176hIqMIerzu+uU5+Sxiv0tnK#N1B*|JGi<<*U1^3vzz&C%-h5VzD@#$ zLM9m9i}KMz8wnp@ObeZJdH)kNSZh7!jp>&B3V{VQoOggno^RoJG&w%3T2;Cjp94XNLHDwtlK zbADS@i%ByFXNE$lhHv-k?0K1kcOl9jlVO z^67r1zgkS}!t zN8@GUg_$uu0MPne5i5LgZA$fmKlnQBE38%!s8G|8+!?8nlh#~v5U9dSh3zV0S?9CZ zL6ken;Py46%p?V%t{;KXBjluu&nEJHL7v3BoHLNKad8QtJ?g!}w%3SH>dTA|f;uhh z*yIBS^Y6Lh>=-kViDBY#_gHcM!!^$Likw+2c(O;=H&@Gtin(dNRXn9a5);xfLqqLq z)YlFnR29$A)p_!0T$-ob>mhnVLXbamV_iI$r@wk-ca+rf-wGqY`O$h(|3gLEeTsH= zcEOZ{)_u~*k1EPXI?h2>+@hW&_b6JWym+aN{UxxR{=FT1T;=s$%w>B_pH#LsI!A&E>BePy`3k699)RNxj)X*e41Fy>qORAYb7W*Qki z?o)-kV0*;6nfb`3vJ)=}Am>BHqVrtd%3v|NyJQ}?xHX19e|eF+d8Jb*0;fcUM^lU=&0(1*SFDFxHbJKfq_g_1%nND)=vh#uqMDL|Hab1 zZFxR?@*H8i3VXjs8sec$XJHFdrKnotbm9;csn4);uM>&6R(PJGkHx`m?uEJ16|X(U z3`i5uR`|AJwkB&Y#Y_a>Rrq_wR8C*!b>cm-i%cqUacWIHGT1u*D)@)x8R)QO+BCX~ z54j$po^KQDTXK1V-5L_Q5UW?Qr}P%{sXrm zrSPr-)a1IP-3Sk5%+=8-{aOcz!(=uetZ-jfn29I5X-;zE zp=e)t!KCqiNJJSPh(GUifoZ`LtLkP^PB{0)u{d%SedXf5Z<=;j7>j3DnZH=c zB+nI6vKD{MOi8tu)d8@Dot};*$A)S01Z9=%MO;q9Pus)c2soAq1 z+f*(!*r!vvZDCX9*)%eAA1fk5_xT#OsSt&(dLkev?|h>;iFGEzKBsjC(_T2-!XbfE zUcqw(S!Q6>i#Y`CDei>Hl7Hb#oy4|%sYu5J7xhB?^XcW<>MO&iX6CHAuhaXOG~Y*i z`096&YjW*Rrz5Dnzu7lC>;(%ZSM!-F(Rim%v}aeby9OrHtsP9~q9B#BzV zo+|GZ{HkB#>*QWEyd@ib*f&QatT32mm169}Mb(=ofd=@yWT&|%kjL(GMa)s4sgR@Z3y#rs zEgqTC<@CO^H}?xO&w^gM!ewzxm0pu!XY_m^ezCRZN9_Cen|dwIwUCMCLq+SeDasV2 zhL<^L$=pHO(M#fZoF*bW?vS$wF%6WFsnhD;|H9wgfbakNxCTv>?$ddXs%Lc+E^WIe zL)|OKyk3G0eLxq(J;-Oq6gL|MGB&}8#iA<}&rh+8AzOo3wndIUIY!D1K*ri9A0xs(q&*ov2 zH=iCuGJgqHc$fl;kANGiCr9s$vcj+*%BI4lxt4C691dN5oDW5=n8AFc14Q=8`QBDH zt(jtmT?Muk6ze5Z4NTfMWl%Nzv1Db{eA9y-)v0QIuSg5k-fhjpkRGdJeYg|>w(xO5 ztZ;An+LqiNCW&7i@*U)$Jl(v*rWgGv)ZP+8BOcLogRX(m=?(E#+y9$4=$Sh8FX_m>V(=1v}d^7Dv2_n=4 zvzi4Scwt~$P`!sDXddd8;V4YZa`Ck`(X;au5RwcR$|bLA4%V8x*Y6U%98U}Xg@fiZ zt)f=YIFhpk%}PdyS7ZXRSAyILy~D>w@9Xx!|A<%HUGra@b4I`u-sv%_2+6oF$b3*+ zk3rqL*mi!dvx2>D5qX|Gda(IwqpV`j?jfhOh6_qaOxO`l%!a@9@=F>e^Zx?|}KetmN9 z&p&te;bpSUfi6#{BR5``T(i=c4|6OEyU74JTP&C>Y+I3Qp)32Cz2!XD7``untq5yL zfV0p`l3z5yUU&_Sd#9r#ak`e!4Y~*WOh;B4Ro_xrE{s&PjRR zy$y2%`Owf^w6ku)Qwp|JCU|o4i#U)@05i$2D zALz~1WpJnQ)1sctnbuRUeXl_xkioGi4mC4H)jrPpxzVwyzjokKG2(O8YUs?ulLbO7 z#_75O9S+D$9H}b7z#+S*&}G%O9$^LB0v6`5zhw$fK3!@fjeL79nes3<@K{o2YS#1R ztAp-5f*zXqDLxaJopkj>v2f1!ffy~{Hu4HUPdht4@{T-41-{N+)svdI#aF7PKE~8P z5S~m^9x^zT&cL0z&#{l6W=~jOJk5uu?Tzk}yiHer5QDSbMoi zlg@J}xg34+==kU0i9|U!VD^^GVngkM#d-36KzR4CCHqNHTE&!*Ju7Mwntf7cp%pO+ z3tsS5yrFmpVj$+~(iuWr=HB&|pcPkV^WwOajDP;N>J|+jm_eP4K;|#S&C@eOhMkal zM?V@-mBbtu7Sg5by6PKFerHzqsPk0hvhkNXRqfR|P@U)Q8oR%8+P0$A;K^TckQMZS zM(s29{filQlKq4<7<#I(f4Rm|VYaA_Do-gtsw>y2xHr%=AzILHq*FT2O_5w~h` z88c-{oc6aLX~+D~3RL~RFPs|pIGe5smx#RR5pt|ro{M)er`f9~(9}PjSS2TK zV8K`&W8?RraCAK6&(+L&!N+vl7e@?_$vatsUhL_{JCN61{m2mnp9!BTChhYwIeUQ4 zKyu73vuNB&n{LbRaWHlv=`PhF1RlJ;jvMI1k3PHzo+`#k_^m?Na>TZs-V^aQTfoCS-&R0~Y{?&^y!jtg(4qL?9VpE`I?h$-qjW0jdMemd1Wy_ZcNFO|@?K$^ zYcNW?IF$%${Zi3g!??n;9ar831Z7$BaIQ-=5=d;f*GLe%<5)PoPK>*k3QteJlE#>* zLhcQ|auvYNlP1XKd>fLr1J^Xh@m6}UeqC0&_~%1S+PbWcgcx@-d#$+72d@J5Y{W6URqDr z9+$is(n6PzO|U1E_l~jYWaFC(Ud4!^DmlD#$T|NMQfFdp!j~d%TSm{(q}w8%_4VXw zkqB!<3&+Cy6i)AZMZBfo=KMlB98<**^$z6cDfb1<6U3_clbB55FU7q!`N8TD$2BXS za}uxWi7@>Zf_3w))5tuFC2`zc(p+<{?iShT>pUCpToxxbL)*hxvh_!9m}TH&8qJbb3zFSxG=W zYYGv2xSzBWVo^Uu&tvMrELkNdz1it=tZ!vJg}G;?F6qd4x%=CCEYvzjcA3sz)uU>r z-^JYY5T#!riUx6t*Kd1kj7G=iEmDJ9r}g{qHx;(OhHWZr_c<8ShaduR=UkM+PVB+( zE(Q8dIx}_VOJ|Zr0anO_qp;f(lX_c0X=;Z~n(rM*DS7&P*hrI)^~07Ku-T$%E_nrz zQ&P>FAKH}Mfhsnh$xfqWFse%SwdIMgsGqLvm8ye(SK(uDtBE2HIdwn?mq;@ZL~v6Z(qZRoD0 z+p1~u*OJTQv=&ZW8hjL6qM+`x;B*t2I2EODve8fNF53k5-8Js#YxQ(X$5t><~Ax?OxsExox;b^~2puf5|5PuAv)6w{V>FQPTU&8#@C6PW^zu)4oJ+|c4 z*{7yN)CBhF#^-4Xs;LO^-bR99=X^a<%%=CTdvzDf-XZ+@>RRZr;x5YA{KuckMO0TW zlBK;SOnIL8GAx`f^de@ihWw_)1{92q&ZZNU)M;d#aM1C!5#F}*-z=JUW|%oWATm2) zH!ZCGA1+uh5}9V-;+i62>dG^15;Nb!IC1|wb-~G` zjw9jasMsg3mXU6o86ng1n7Il(C%izX`M>Kx=^ZrZ>^#^0Ln=9SSw5`(m5Xwnj)Hs=b13bwEp4- zJje>_q{j}r?gfEAq#GAU9n#E0yj-1>2TA)Co_!yjJ zbLCi+{7+viZl4LP-PUlh1G^7aTpQx+BurVP+L-eRb;eiwWH0FX5A#B3s}EbW)%QJ* z)9X>$*fB|tjIw+8kex8*4PA2a!KZl|n=grMu$tXs51#goCLjjjf2a2dt!VKN;z<#i zdAjV%0zZd^0B?P{x{d6p64$i{pB*DdP`|%URA|omn)>%s}A?lsWP( zo%&?tEGtt6GtOBF`dk4#R-b^oJeoU2Ah{)kE*i5 z%oX%0;WBBh%2C8J^_sK!#V`0`Z@Gc>X|6^>B*xyhf?UldsCaiQS}%~=_^?IM&i5tp z_4-L2y%*Avj7-$Gfzuhz;7f&(QRArN)$K%gv2)2?fqxfoTYf$u-q@Zi9VgU*yDc}G zi3iwI`N@IN$4kU%YSs7axne%V-?6E--cV^1S9k_Fjl7o!SKkf9HEgc@j}>@e?u=6s zgv(O-LB9s*GySVeN(6luk0t1-B0fV&yYczRBv;|m=VMbL*O=eoTbQAijInT2VZ znswZb@y5KRQinskM#8QYoD8S>Y|u24^tZ~{^zeuXx#h8VGvu_Xrl(uZ8WFR3D@@t+ z%m6DKXrdVzx{YH>4ruOQom@08>ky;q+N7?c@ny)P>aD_8Ee}^bJ1pN|LF^uOm6Y!E zn1PzQl_Zj>T*}dg@C(mmm@U}WksmMAwFPs$a^)uu8nEy!=beiYaI?Y~WnjV^c35FC z{%-?#I9L9jpsV>S1-CkE(}?RL4DD1Dgs<9QUch|K)S|?sM$^ijkDq zt8Y&rHD|8mD|09MWN}Pkmb_3ITs%}W1;A-N4V(_@OuDP^T}4_yEr@_87TofsvWFpy zyVcJT!MXbJwXGnmfTeHGRk?xrNwba8b<9Ow`(EMOit(AhH9?v4JbB84dVVoR(3Gn% z8YGlo%w)z#yT{Caa`mL1C(nQby*V`^(~l=sRhf_oR8sPR=A93IDi!;li1PCJ_(*L9sWazgWI=U?*_yS^E@K`Ct7J_?_}!ii_2t%s7-y ziIsKZsp1T7ed9W79JqEopkGABXfjgG9}vaytGoCZDSqn37k{Ge%Euka=SatCRilUh zDMcMEYjSb2shmwLdz2L~f{Cw(Bm~v@spa&d=y1-HQ`{BTCT|za2s=49P|k>Ea+Mhl z(ra%`>K!eE4`pnhOFaAxQc@<`rn!#!ryLrsQww${Pp)v?_Ep{Dp*4T4@NI?S5{gRR zPB#9x&FFPF_mBEF$!Jp{!A|VnFkf|^H;B@2zPw=W*J-U%n9gNS72wp+qpWnOI&oWA z6}R6->;4js`+?;YMe3C&Pv2Hd@Svn3#C9^2I_Q`xn3xibnM|eo45y>_3i!WVBZq+M z%aSblNmZ%4>Fi+L$+zl{GB(9U;-$j&*LbgpWBXOs zsTj}k+coY{%}a&26)cQ@D=J@c;>}i%W@I_dyOaBz_3m?bsy&0_lBYGEu}orpteF3{@ekrG zJ-z$cf1H6Cl-z29RHa|935E#IjErNvym|L?&wi+YWKVWE%@3JeRMGlerQH@X(@!;L zVfs!i`D^v4a>{J8s?of%ho_8Gl&rMb)5-pVn(7wW*I3hSqj`ArcDdIZhvd8$=ch>T z@SLqV4y&0d#czud0gv;(QitiZhFgQF9*Ct+_RMIXXLYZ75AkJLI>)<5aphZzPhR-Z z!$rQZI{KymdSTs6leLdR!B^=&Anaqel7}-GRh-$jtd|tI|J=MZ4vku=?nE!`s@TZ-~)iKxZKZPKY zlQWat>Tj+Gk#};nNxew!*I}jW^D^Z@U9|&uNPW~%{|YGCn%2j|Wj;qr;j>|f@$}v( z@MwLr)iNW!^-r3=I5YVw9|k2!pmf2v+p8o^oX3Nk=ca;kB-AAl%nkH1dp!sd{Y18s z`mtTyq4a0uxtq@E%G~D;Tira}iE-Cg*zOu;>8TQTU%m@bY1LhQ{ulR@C-ul}8d8@< zAr27fwrt*?8u=)WM<2BJ3j3F9p!E(L3)jqyEzamc@r7i9(g|nepga41sqWP%y;L;; z%0n5tXt?k>cunS0G)e~MJ$ZyoH6}T(CXYHzyEKfbZnE9RL|-@van#JIJA-|eWP$<9H=?XstBp; z$K7odFZs5@9=ID^!5!?uINeCm*e7@6EZiP{I^U*&-8hMR znZ6A^Gci?~Jgxl2(rK?xQO$|wrAhEv6aD&21-2DNU4U|W2McNZ>TAlb(+)(h|F_@w zXPPUjaw*e(gPmKj&!K+OK=H;Gu4GZr>~*@Vx_8L;B-D&tKy-|%fjYTlP(4)4E#Qze zSI*JAQKweNmw57{BII^ho}>l4Uea6x3wEo%f#Lc#av=HL4_`dmkx_nAldPllEEe1} z_GBt)H`5QL_qL7W8Z3JUE2@%t42-96P*w28Lh{8OnHfZ{6=Se{)oz@y3x-GY8mFRP z%dC-rrrD1zdGqR+l4qbiXEQ6Dn}?&EEY7$u4Hw@#{)gnh%m-d{z^N48R>(Cp30~D; zV^T!yAkhIk%?Xh!NXs4^^EpW(X*8O46sG;<(S5?mE}A+e_L65c2hWlqd?}P3=3wMI zTP2wUOy^}NH!z;UyvD?W7mwXJDM~}fAP;6M-1Eqx>87(8)f&F%C_M}fr-MIstlcL}a+<%gu78b~vg7hK zHI&`OKuFYg@%_R}_Vuus`ph@w@7)9*a`2GJqneHGiH`*->1!=cH=kq_AJ#-je4e7~ z9yR*)@%kOhNy}ymqNtwB{<7p1oaGe#ODUnu1J8Z#&~F=k5DFg#EB0Bn)tp+MOBr>J znqI12NaH_AmR?`+W7?xnf+xoV&avWk%(GL{<39V+y62tCB!Qx`vC32OC573!>od+a zW=}|Zv&H>(_OPFcFI+WI8sYkuSRX{kXUc?()4VIgEIlGN6)?)wZr)pE%;*l}tVgaI zyooCKQ|^l8tbmvZ|NH;nM>h6UUl%7%H)c}5RKVA>>5+qskDU*Q!2BeabGU z%c<`5?+G{k*skJ@oh$#iuh#>QO}*5-da5`|wolPT--!f~?;+0U2X#Whq&~`AEDrEh?$~8e z`QA$GmlcPllJ_P9sXOTTv{nKd|c9qTV+JtsXK1F z3fo;H?Z^SeKSV|0Qx#F&#E~=cB_Ek);*^!ltpXqGP*rO_g!ZoKEtOWHghxO2O5avY^`t0tB~w`O;d3%68FNFI{4%{-??k)EoCbDT4B2iZ+VVkjqQrU^%cIY7^00s_m`a4QD*(hP`w+* z4|3^P{I!E^Yd7vdOqK9uaq(t&tRQdw+9}n9Tu4GLrd&Rdn#0s(l`tjGNl|gcxc{5M zRhZk&@tiT#F{(Hx5fd>wdM=BlcY2-jKveNh6_iAw&T+Gg`A`&vpe)|_YoDqWo&W4( z852?1rQ;m%8UBH5FNNf8sOr6|$kWL~h55E(zH_eUhIs^=`%7_~mrTE~6Gw44tSLl? z@aPXttH^6SRJe9qd^Sa>^l*F3{QY-Tk*X&xE6h-*ESuDVRqvmPj%FZzVGp`5+`zdv z%wy(x=8F4mvRa2?C|Z{|dxifU zsJ>QMkewnCY%i#I93?qNqe|J>T~Lp>opKG zaLpNxJ&mjSIs)#(;s;OlQF*>ATK=znycfSf;3-($wGP@a-vOm!hAPg@jB1 zf!UI_$GP{MZfokbSJ^+dOjqE`E_Rg^L}F&B*8DiE=o`jc3B@hlXf9R}){8Ne^yf!$ zj|%t7!2D?%c~EM3KUWt&>0G6-&OBYcZk%1sqtzKt5SHAgVCoRI^;BWoYv}4(-l*x= zmJR(f(*mBZLB!wQ7fvc7LHQDXa&R{U`Xa^-1Mqn^~3Gd}Ro zSnwd^J69d2r+CFVX#$Nqa@ASbo9FO*#kr|Cx7TozEH9Jh!C*d<*XC{R8{h4ioMl$p zfEJrmwCL57p^7Fk=U!}9FGi;`vMqNmJg-;iqbUSZ|e2?H;di8V6?cpQgrmm?7koEMf zqPd1`E94pqcF_|w&57h0gK3H?eNxB5EiPS7t&l#*6Z^EqUuu3A@A5syWAk?nf~WaY z>$R6D0FM(U1YqCx&a3){sLrRB_&Lnl^{bJSJvLUK&WKFCoVhCG!A^_`1Pa`)Q4 zbV}n$h{UAFoRIM`$-qRm??*G8wU~I9ytVm|J*Jmpw%8x1*^3~(ARnXl?!yq?Q0Q5V zQ)R{-ta`a3ouBT#rk$NkWOJQGm&BYw>b%MfN4cZaZ}NO@uIs+3z_vnopM@D36`*au z+&M3bGUcH8=*Qx`XsQ{R12uetjPotwpnD6_-Wtlx4@@T4D z1t04eXtz;SJh70{K<3g^`}7@+0q#|1I3PERmkO6)YvD}XUaka7De^rH=XiBU_VHo) zkE_!WSeL}BLq#UoVThg4A1gN3Aiibo9Wq-m9qVP@;K_2u6F!DabG72ecM$l=Q(|RA zAbA(qRDkJH4W5ioX_OR0xjQA5>Zr;$)absc7>nRlPSLU7#vH#gs^-G}$u(baT=p%N zqXo~iLF)&sp0lqo)j;|=URCSm(-*Go=!y3G-t$Wi-b=+>&wtuXB0(^4m*gHK2mZ1p zW9W9Wfu&hpOlS`Jjm9+LZ25(j2>g4+tzvnt_fO>jz~lmviNO z8>ZDzgRz;BatVrV97NpWjP`RpN literal 0 HcmV?d00001 diff --git a/research/one-sided-residue-closures/data/rows_input.csv b/research/one-sided-residue-closures/data/rows_input.csv new file mode 100644 index 0000000000..9544860650 --- /dev/null +++ b/research/one-sided-residue-closures/data/rows_input.csv @@ -0,0 +1,604 @@ +d,slack,weights,e,status +4,6,"[6, 6, 6, 6, 6, 4, 4]",3,OPEN class OK +4,6,"[6, 6, 6, 6, 6, 5, 3]",3,OPEN class OK +4,6,"[6, 6, 6, 6, 6, 6, 1, 1]",4,OPEN class OK +4,6,"[6, 6, 6, 6, 6, 6, 2]",3,OPEN class OK +4,7,"[6, 6, 6, 6, 5, 5, 5]",3,CIRCUIT-proven(S7a) +4,7,"[6, 6, 6, 6, 6, 4, 4, 1]",4,"CIRCUIT-lead(S7b,unproven)" +4,7,"[6, 6, 6, 6, 6, 5, 1, 1, 1, 1]",6,CIRCUIT-proven(S7a) +4,7,"[6, 6, 6, 6, 6, 5, 2, 1, 1]",5,CIRCUIT-proven(S7a) +4,7,"[6, 6, 6, 6, 6, 5, 2, 2]",4,CIRCUIT-proven(S7a) +4,7,"[6, 6, 6, 6, 6, 5, 3, 1]",4,"CIRCUIT-lead(S7b,unproven)" +4,7,"[6, 6, 6, 6, 6, 5, 4]",3,"CIRCUIT-lead(S7b,unproven)" +4,7,"[6, 6, 6, 6, 6, 6, 1, 1, 1]",5,"CIRCUIT-lead(S7b,unproven)" +4,7,"[6, 6, 6, 6, 6, 6, 2, 1]",4,"CIRCUIT-lead(S7b,unproven)" +4,7,"[6, 6, 6, 6, 6, 6, 3]",3,"CIRCUIT-lead(S7b,unproven)" +4,7,"[7, 6, 6, 6, 6, 4, 4]",3,CIRCUIT-proven(S7a) +4,7,"[7, 6, 6, 6, 6, 5, 3]",3,CIRCUIT-proven(S7a) +4,7,"[7, 6, 6, 6, 6, 6, 1, 1]",4,OPEN class OK +4,7,"[7, 6, 6, 6, 6, 6, 2]",3,OPEN class OK +4,7,"[7, 7, 7, 7, 7, 3, 1]",3,OPEN class OK +4,7,"[7, 7, 7, 7, 7, 4]",2,OPEN class D +5,6,"[6, 6, 6, 6, 6, 6, 5, 5]",3,OPEN class OK +5,6,"[6, 6, 6, 6, 6, 6, 6, 3, 1]",4,OPEN class OK +5,6,"[6, 6, 6, 6, 6, 6, 6, 4]",3,OPEN class D +5,6,"[7, 6, 6, 6, 6, 5, 5, 5]",3,OPEN class OK +5,7,"[6, 6, 6, 6, 6, 5, 4, 4, 4]",4,CIRCUIT-proven(S7a) +5,7,"[6, 6, 6, 6, 6, 5, 5, 5, 1, 1]",5,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 5, 5, 5, 2]",4,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 6, 4, 4, 3]",4,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 6, 5, 3, 3]",4,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 6, 5, 4, 1, 1]",5,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 6, 5, 4, 2]",4,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 6, 5, 5, 1]",4,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1]",7,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 6, 6, 2, 1, 1, 1]",6,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 6, 6, 2, 2, 1]",5,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 6, 6, 3, 1, 1]",5,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 6, 6, 3, 2]",4,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 6, 6, 4, 1]",4,"CIRCUIT-lead(S7b,unproven)" +5,7,"[6, 6, 6, 6, 6, 6, 6, 5]",3,"CIRCUIT-lead(S7b,unproven)" +5,7,"[7, 6, 6, 6, 6, 5, 5, 5, 1]",4,"CIRCUIT-lead(S7b,unproven)" +5,7,"[7, 6, 6, 6, 6, 6, 4, 3, 3]",4,CIRCUIT-proven(S7a) +5,7,"[7, 6, 6, 6, 6, 6, 4, 4, 2]",4,"CIRCUIT-lead(S7b,unproven)" +5,7,"[7, 6, 6, 6, 6, 6, 5, 3, 2]",4,"CIRCUIT-lead(S7b,unproven)" +5,7,"[7, 6, 6, 6, 6, 6, 5, 5]",3,OPEN class OK +5,7,"[7, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1]",6,OPEN class OK +5,7,"[7, 6, 6, 6, 6, 6, 6, 2, 1, 1]",5,OPEN class OK +5,7,"[7, 6, 6, 6, 6, 6, 6, 2, 2]",4,OPEN class OK +5,7,"[7, 6, 6, 6, 6, 6, 6, 3, 1]",4,OPEN class OK +5,7,"[7, 6, 6, 6, 6, 6, 6, 4]",3,OPEN class D +5,7,"[7, 7, 6, 6, 6, 5, 5, 5]",3,CIRCUIT-proven(S7a) +6,5,"[7, 7, 6, 6, 6, 6, 5, 5, 5]",3,OPEN class OK +6,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6]",3,OPEN class A +6,6,"[7, 6, 6, 6, 6, 6, 6, 5, 5, 1]",4,OPEN class OK +6,6,"[7, 6, 6, 6, 6, 6, 6, 6, 4, 1]",4,OPEN class OK +6,6,"[7, 6, 6, 6, 6, 6, 6, 6, 5]",3,OPEN class D +6,6,"[7, 7, 6, 6, 6, 6, 5, 5, 5, 1]",4,OPEN class OK +6,6,"[7, 7, 6, 6, 6, 6, 6, 5, 3, 2]",4,OPEN class OK +6,6,"[7, 7, 6, 6, 6, 6, 6, 5, 5]",3,OPEN class OK +6,6,"[7, 7, 7, 6, 6, 6, 5, 5, 5]",3,OPEN class OK +6,7,"[6, 6, 6, 6, 6, 6, 6, 6, 5, 1, 1]",5,"CIRCUIT-lead(S7b,unproven)" +6,7,"[6, 6, 6, 6, 6, 6, 6, 6, 5, 2]",4,"CIRCUIT-lead(S7b,unproven)" +6,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 1]",4,OPEN class A +6,7,"[7, 6, 6, 6, 6, 6, 5, 5, 4, 4]",4,OPEN class C +6,7,"[7, 6, 6, 6, 6, 6, 6, 4, 4, 4]",4,OPEN class C +6,7,"[7, 6, 6, 6, 6, 6, 6, 5, 4, 1, 1, 1]",6,OPEN class OK +6,7,"[7, 6, 6, 6, 6, 6, 6, 5, 4, 2, 1]",5,OPEN class OK +6,7,"[7, 6, 6, 6, 6, 6, 6, 5, 4, 3]",4,OPEN class C +6,7,"[7, 6, 6, 6, 6, 6, 6, 5, 5, 1, 1]",5,OPEN class OK +6,7,"[7, 6, 6, 6, 6, 6, 6, 5, 5, 2]",4,OPEN class OK +6,7,"[7, 6, 6, 6, 6, 6, 6, 6, 3, 3]",4,OPEN class C +6,7,"[7, 6, 6, 6, 6, 6, 6, 6, 4, 1, 1]",5,OPEN class OK +6,7,"[7, 6, 6, 6, 6, 6, 6, 6, 4, 2]",4,OPEN class OK +6,7,"[7, 6, 6, 6, 6, 6, 6, 6, 5, 1]",4,OPEN class A +6,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6]",3,OPEN class A +6,7,"[7, 7, 6, 6, 6, 6, 5, 4, 4, 4]",4,CIRCUIT-proven(S7a) +6,7,"[7, 7, 6, 6, 6, 6, 5, 5, 4, 3]",4,CIRCUIT-proven(S7a) +6,7,"[7, 7, 6, 6, 6, 6, 5, 5, 5, 1, 1]",5,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 5, 5, 5, 2]",4,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 4, 3, 3, 1]",5,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 4, 4, 1, 1, 1]",6,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 4, 4, 2, 1]",5,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 4, 4, 3]",4,OPEN class C +6,7,"[7, 7, 6, 6, 6, 6, 6, 5, 1, 1, 1, 1, 1, 1]",8,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 5, 2, 1, 1, 1, 1]",7,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 5, 2, 2, 1, 1]",6,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 5, 2, 2, 2]",5,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 5, 3, 1, 1, 1]",6,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 5, 3, 2, 1]",5,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 5, 3, 3]",4,OPEN class C +6,7,"[7, 7, 6, 6, 6, 6, 6, 5, 4, 1, 1]",5,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 5, 4, 2]",4,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 5, 5, 1]",4,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1]",7,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 6, 2, 1, 1, 1]",6,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 6, 2, 2, 1]",5,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 6, 3, 1, 1]",5,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 6, 3, 2]",4,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 6, 4, 1]",4,OPEN class OK +6,7,"[7, 7, 6, 6, 6, 6, 6, 6, 5]",3,OPEN class D +6,7,"[7, 7, 7, 6, 6, 6, 5, 5, 5, 1]",4,OPEN class OK +6,7,"[7, 7, 7, 6, 6, 6, 6, 5, 3, 2]",4,OPEN class OK +6,7,"[7, 7, 7, 6, 6, 6, 6, 5, 5]",3,OPEN class OK +6,7,"[7, 7, 7, 7, 6, 6, 5, 5, 5]",3,CIRCUIT-proven(S7a) +6,7,"[7, 7, 7, 7, 7, 7, 7, 1, 1, 1, 1, 1, 1]",7,OPEN class OK +6,7,"[7, 7, 7, 7, 7, 7, 7, 2, 1, 1, 1, 1]",6,OPEN class OK +6,7,"[7, 7, 7, 7, 7, 7, 7, 2, 2, 1, 1]",5,OPEN class OK +6,7,"[7, 7, 7, 7, 7, 7, 7, 2, 2, 2]",4,OPEN class OK +6,7,"[7, 7, 7, 7, 7, 7, 7, 3, 1, 1, 1]",5,OPEN class OK +6,7,"[7, 7, 7, 7, 7, 7, 7, 3, 2, 1]",4,OPEN class OK +6,7,"[7, 7, 7, 7, 7, 7, 7, 3, 3]",3,OPEN class OK +6,7,"[7, 7, 7, 7, 7, 7, 7, 4, 1, 1]",4,OPEN class OK +6,7,"[7, 7, 7, 7, 7, 7, 7, 4, 2]",3,OPEN class OK +6,7,"[7, 7, 7, 7, 7, 7, 7, 5, 1]",3,OPEN class OK +6,7,"[7, 7, 7, 7, 7, 7, 7, 6]",2,OPEN class A +7,5,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1]",4,OPEN class A +7,5,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6]",3,OPEN class A +7,5,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +7,5,"[7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,5,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +7,5,"[7, 7, 7, 7, 6, 6, 6, 5, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1]",5,OPEN class A +7,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2]",4,OPEN class A +7,6,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1]",4,OPEN class A +7,6,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 1, 1]",5,OPEN class OK +7,6,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 2]",4,OPEN class OK +7,6,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 1]",4,OPEN class A +7,6,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6]",3,OPEN class A +7,6,"[7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 2]",4,OPEN class OK +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 3]",4,OPEN class C +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 3]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1]",7,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 7, 6, 6, 6, 5, 5, 5, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 7, 7, 6, 6, 5, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +7,6,"[7, 7, 7, 7, 7, 7, 7, 7, 1, 1, 1, 1, 1, 1]",7,OPEN class OK +7,6,"[7, 7, 7, 7, 7, 7, 7, 7, 2, 1, 1, 1, 1]",6,OPEN class OK +7,6,"[7, 7, 7, 7, 7, 7, 7, 7, 2, 2, 1, 1]",5,OPEN class OK +7,6,"[7, 7, 7, 7, 7, 7, 7, 7, 2, 2, 2]",4,OPEN class OK +7,6,"[7, 7, 7, 7, 7, 7, 7, 7, 3, 1, 1, 1]",5,OPEN class OK +7,6,"[7, 7, 7, 7, 7, 7, 7, 7, 3, 2, 1]",4,OPEN class OK +7,6,"[7, 7, 7, 7, 7, 7, 7, 7, 3, 3]",3,OPEN class OK +7,6,"[7, 7, 7, 7, 7, 7, 7, 7, 4, 1, 1]",4,OPEN class OK +7,6,"[7, 7, 7, 7, 7, 7, 7, 7, 4, 2]",3,OPEN class OK +7,6,"[7, 7, 7, 7, 7, 7, 7, 7, 5, 1]",3,OPEN class OK +7,6,"[7, 7, 7, 7, 7, 7, 7, 7, 6]",2,OPEN class A +7,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 4]",4,OPEN class A +7,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1]",6,OPEN class A +7,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1]",5,OPEN class A +7,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3]",4,OPEN class A +7,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 4, 4]",4,OPEN class A +7,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 5, 3]",4,OPEN class A +7,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1]",5,OPEN class A +7,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2]",4,OPEN class A +7,7,"[7, 7, 6, 6, 6, 6, 6, 5, 5, 5, 4]",4,OPEN class C +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 4, 4, 4, 1]",5,OPEN class C +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 5, 4, 3, 1]",5,OPEN class C +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 5, 4, 4]",4,OPEN class C +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 1, 1, 1]",6,OPEN class B +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 2, 1]",5,OPEN class B +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 3]",4,OPEN class C +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 1, 1, 1]",6,OPEN class B +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 2, 1]",5,OPEN class B +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 3]",4,OPEN class C +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 1, 1]",5,OPEN class A +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 2]",4,OPEN class A +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 1]",4,OPEN class A +7,7,"[7, 7, 7, 6, 6, 6, 5, 5, 5, 5, 4]",4,CIRCUIT-proven(S7a) +7,7,"[7, 7, 7, 6, 6, 6, 6, 5, 4, 4, 4, 1]",5,OPEN class C +7,7,"[7, 7, 7, 6, 6, 6, 6, 5, 5, 4, 3, 1]",5,OPEN class C +7,7,"[7, 7, 7, 6, 6, 6, 6, 5, 5, 4, 4]",4,OPEN class C +7,7,"[7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 1, 1, 1]",6,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 2, 1]",5,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 3]",4,OPEN class C +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 1, 1, 1, 1]",7,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 2, 1, 1]",6,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 2, 2]",5,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 3, 1]",5,OPEN class C +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 4]",4,OPEN class C +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 1, 1, 1, 1, 1, 1, 1]",9,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 2, 1, 1, 1, 1, 1]",8,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 2, 2, 1, 1, 1]",7,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 2, 2, 2, 1]",6,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 1, 1, 1, 1]",7,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 2, 1, 1]",6,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 2, 2]",5,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 3, 1]",5,OPEN class B +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 1, 1, 1]",6,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 2, 1]",5,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 3]",4,OPEN class C +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 1, 1]",5,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 2]",4,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1]",8,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 1, 1, 1, 1]",7,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 2, 1, 1]",6,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 2, 2]",5,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 1, 1, 1]",6,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 2, 1]",5,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 3]",4,OPEN class B +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 1, 1]",5,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 2]",4,OPEN class OK +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 1]",4,OPEN class A +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6]",3,OPEN class A +7,7,"[7, 7, 7, 7, 6, 6, 6, 5, 4, 4, 4]",4,CIRCUIT-proven(S7a) +7,7,"[7, 7, 7, 7, 6, 6, 6, 5, 5, 4, 3]",4,CIRCUIT-proven(S7a) +7,7,"[7, 7, 7, 7, 6, 6, 6, 5, 5, 5, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 5, 5, 5, 2]",4,OPEN class OK +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 1, 1, 1, 1]",7,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 2, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 2, 2]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 3, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 4, 4, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 4, 4, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 4, 4, 3]",4,OPEN class C +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 1, 1, 1, 1, 1, 1]",8,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 2, 1, 1, 1, 1]",7,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 2, 2, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 2, 2, 2]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 3]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 4, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 4, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1]",7,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 2, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 2, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 3, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 3, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 7, 6, 6, 5, 5, 5, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 3, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 7, 7, 6, 5, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 1, 1, 1, 1, 1, 1, 1]",8,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 2, 1, 1, 1, 1, 1]",7,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 2, 2, 1, 1, 1]",6,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 2, 2, 2, 1]",5,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 3, 1, 1, 1, 1]",6,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 3, 2, 1, 1]",5,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 3, 2, 2]",4,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 3, 3, 1]",4,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 4, 1, 1, 1]",5,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 4, 2, 1]",4,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 4, 3]",3,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 5, 1, 1]",4,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 5, 2]",3,OPEN class OK +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 6, 1]",3,OPEN class A +7,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7]",2,OPEN class A +8,4,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1]",5,OPEN class A +8,4,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +8,4,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +8,4,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1]",6,OPEN class A +8,5,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1]",5,OPEN class A +8,5,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3]",4,OPEN class A +8,5,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1]",5,OPEN class A +8,5,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2]",4,OPEN class A +8,5,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1]",4,OPEN class A +8,5,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 1]",4,OPEN class A +8,5,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6]",3,OPEN class A +8,5,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 2]",4,OPEN class OK +8,5,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1]",7,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 5, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 7, 7, 6, 6, 5, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +8,5,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 1, 1, 1, 1, 1, 1]",7,OPEN class OK +8,5,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 2, 1, 1, 1, 1]",6,OPEN class OK +8,5,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 2, 2, 1, 1]",5,OPEN class OK +8,5,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 2, 2, 2]",4,OPEN class OK +8,5,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 3, 1, 1, 1]",5,OPEN class OK +8,5,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 3, 2, 1]",4,OPEN class OK +8,5,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 3, 3]",3,OPEN class OK +8,5,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 1, 1]",4,OPEN class OK +8,5,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 2]",3,OPEN class OK +8,5,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 1]",3,OPEN class OK +8,5,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 6]",2,OPEN class A +8,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5]",4,OPEN class A +8,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1]",7,OPEN class A +8,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1, 1]",6,OPEN class A +8,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 2]",5,OPEN class A +8,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3, 1]",5,OPEN class A +8,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 4]",4,OPEN class A +8,6,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1]",6,OPEN class A +8,6,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1]",5,OPEN class A +8,6,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3]",4,OPEN class A +8,6,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 4, 4]",4,OPEN class A +8,6,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1]",5,OPEN class A +8,6,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2]",4,OPEN class A +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 5, 4]",4,OPEN class C +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 4, 4]",4,OPEN class C +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 3]",4,OPEN class C +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 1, 1, 1]",6,OPEN class B +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 2, 1]",5,OPEN class B +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 3]",4,OPEN class C +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 1, 1]",5,OPEN class A +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 2]",4,OPEN class A +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 1]",4,OPEN class A +8,6,"[7, 7, 7, 7, 6, 6, 6, 5, 5, 5, 5, 4]",4,OPEN class C +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 4, 4]",4,OPEN class C +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 1, 1, 1]",6,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 2, 1]",5,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 3]",4,OPEN class C +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 1, 1, 1, 1]",7,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 2, 1, 1]",6,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 2, 2]",5,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 3, 1]",5,OPEN class C +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 4]",4,OPEN class C +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 1, 1, 1, 1]",7,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 2, 1, 1]",6,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 3, 1]",5,OPEN class B +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 1, 1, 1]",6,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 2, 1]",5,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 3]",4,OPEN class C +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 1, 1]",5,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 2]",4,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1]",8,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 1, 1, 1, 1]",7,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 2, 1, 1]",6,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 2, 2]",5,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 1, 1, 1]",6,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 2, 1]",5,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 3]",4,OPEN class B +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 1, 1]",5,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 2]",4,OPEN class OK +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 1]",4,OPEN class A +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6]",3,OPEN class A +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 4, 4, 4]",4,OPEN class C +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 4, 3]",4,OPEN class C +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 5, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 5, 2]",4,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 1, 1, 1, 1]",7,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 2, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 2, 2]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 3, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 4, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 4, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 4, 3]",4,OPEN class C +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 1, 1, 1, 1, 1, 1]",8,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 2, 1, 1, 1, 1]",7,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 2, 2, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 2, 2, 2]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 3]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 4, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 4, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1]",7,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 2, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 2, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 3, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 3, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 7, 6, 6, 5, 5, 5, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 3, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 7, 7, 6, 5, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 1, 1, 1, 1, 1, 1, 1]",8,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 2, 1, 1, 1, 1, 1]",7,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 2, 2, 1, 1, 1]",6,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 2, 2, 2, 1]",5,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 3, 1, 1, 1, 1]",6,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 3, 2, 1, 1]",5,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 3, 2, 2]",4,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 3, 3, 1]",4,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 1, 1, 1]",5,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 2, 1]",4,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 3]",3,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 1, 1]",4,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 2]",3,OPEN class OK +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 1]",3,OPEN class A +8,6,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 7]",2,OPEN class A +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 4, 1, 1]",6,OPEN class A +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 4, 2]",5,OPEN class A +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 1]",5,OPEN class A +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1]",8,OPEN class A +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1, 1, 1]",7,OPEN class A +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 2, 1]",6,OPEN class A +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3, 1, 1]",6,OPEN class A +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3, 2]",5,OPEN class A +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 4, 1]",5,OPEN class A +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5]",4,OPEN class A +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 4, 1]",5,OPEN class A +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5]",4,OPEN class A +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1]",7,OPEN class A +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1, 1]",6,OPEN class A +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 2]",5,OPEN class A +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3, 1]",5,OPEN class A +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 4]",4,OPEN class A +8,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 5, 5]",4,OPEN class A +8,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 4, 4, 1]",5,OPEN class A +8,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 5, 3, 1]",5,OPEN class A +8,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 5, 4]",4,OPEN class A +8,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1]",6,OPEN class A +8,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1]",5,OPEN class A +8,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3]",4,OPEN class A +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 5, 4, 1]",5,OPEN class C +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 5, 5]",4,OPEN class C +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 4, 4, 1, 1]",6,OPEN class C +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 4, 4, 2]",5,OPEN class C +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 4, 3, 1, 1]",6,OPEN class C +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 4, 3, 2]",5,OPEN class C +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 4, 4, 1]",5,OPEN class C +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 1, 1, 1, 1]",7,OPEN class B +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 2, 1, 1]",6,OPEN class B +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 2, 2]",5,OPEN class C +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 3, 1]",5,OPEN class C +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 4]",4,OPEN class C +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 1, 1, 1, 1]",7,OPEN class B +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 2, 1, 1]",6,OPEN class B +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 2, 2]",5,OPEN class B +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 3, 1]",5,OPEN class A +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 4]",4,OPEN class A +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 1, 1, 1]",6,OPEN class A +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 2, 1]",5,OPEN class A +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 3]",4,OPEN class A +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1]",5,OPEN class A +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 2]",4,OPEN class A +8,7,"[7, 7, 7, 7, 6, 6, 6, 5, 5, 5, 5, 4, 1]",5,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 5, 5, 5, 5, 5]",4,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 4, 4, 4, 1, 1]",6,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 4, 4, 4, 2]",5,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 4, 3, 1, 1]",6,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 4, 3, 2]",5,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 4, 4, 1]",5,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 1, 1, 1, 1]",7,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 2, 1, 1]",6,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 2, 2]",5,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 3, 1]",5,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 4]",4,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 3, 3, 3]",5,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 1, 1, 1, 1, 1]",8,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 2, 1, 1, 1]",7,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 2, 2, 1]",6,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 3, 1, 1]",6,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 3, 2]",5,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 4, 1]",5,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 1, 1, 1, 1, 1, 1, 1, 1]",10,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 2, 1, 1, 1, 1, 1, 1]",9,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 2, 2, 1, 1, 1, 1]",8,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 2, 2, 2, 1, 1]",7,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 2, 2, 2, 2]",6,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 1, 1, 1, 1, 1]",8,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 2, 1, 1, 1]",7,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 2, 2, 1]",6,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 3, 1, 1]",6,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 3, 2]",5,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 1, 1, 1, 1]",7,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 2, 1, 1]",6,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 2, 2]",5,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 3, 1]",5,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 4]",4,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 1, 1, 1]",6,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 2, 1]",5,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 3]",4,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1]",9,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 1, 1, 1, 1, 1]",8,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 2, 1, 1, 1]",7,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 2, 2, 1]",6,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 1, 1, 1, 1]",7,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 2, 1, 1]",6,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 2, 2]",5,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 3, 1]",5,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 1, 1, 1]",6,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 2, 1]",5,OPEN class B +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 3]",4,OPEN class C +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 1, 1]",5,OPEN class A +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 2]",4,OPEN class A +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 1]",4,OPEN class A +8,7,"[7, 7, 7, 7, 7, 6, 6, 5, 5, 5, 5, 4]",4,CIRCUIT-proven(S7a) +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 4, 4, 4, 1]",5,OPEN class C +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 4, 1, 1, 1, 1]",7,CIRCUIT-proven(S7a) +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 4, 2, 1, 1]",6,CIRCUIT-proven(S7a) +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 4, 2, 2]",5,CIRCUIT-proven(S7a) +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 4, 3, 1]",5,OPEN class C +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 4, 4]",4,OPEN class C +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 5, 1, 1, 1]",6,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 5, 2, 1]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 5, 3]",4,OPEN class C +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 3, 3, 3, 3]",5,CIRCUIT-proven(S7a) +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 1, 1, 1, 1, 1, 1, 1, 1]",10,CIRCUIT-proven(S7a) +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 2, 1, 1, 1, 1, 1, 1]",9,CIRCUIT-proven(S7a) +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 2, 2, 1, 1, 1, 1]",8,CIRCUIT-proven(S7a) +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 2, 2, 2, 1, 1]",7,CIRCUIT-proven(S7a) +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 2, 2, 2, 2]",6,CIRCUIT-proven(S7a) +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 1, 1, 1, 1, 1]",8,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 2, 1, 1, 1]",7,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 2, 2, 1]",6,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 3, 1, 1]",6,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 3, 3, 2]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 4, 1, 1, 1, 1]",7,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 4, 2, 1, 1]",6,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 4, 2, 2]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 4, 3, 1]",5,OPEN class C +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 4, 4]",4,OPEN class C +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 1, 1, 1, 1, 1, 1, 1]",9,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 2, 1, 1, 1, 1, 1]",8,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 2, 2, 1, 1, 1]",7,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 2, 2, 2, 1]",6,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 1, 1, 1, 1]",7,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 2, 1, 1]",6,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 2, 2]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 3, 1]",5,OPEN class B +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 4, 1, 1, 1]",6,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 4, 2, 1]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 4, 3]",4,OPEN class C +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 1, 1]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 2]",4,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1]",8,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 2, 1, 1, 1, 1]",7,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 2, 2, 1, 1]",6,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 2, 2, 2]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 3, 1, 1, 1]",6,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 3, 2, 1]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 3, 3]",4,OPEN class B +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 1, 1]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 2]",4,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 1]",4,OPEN class A +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6]",3,OPEN class A +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 5, 4, 4, 4]",4,CIRCUIT-proven(S7a) +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 5, 5, 4, 3]",4,CIRCUIT-proven(S7a) +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 5, 5, 5, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 5, 5, 5, 2]",4,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 4, 3, 1, 1, 1, 1]",7,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 4, 3, 2, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 4, 3, 2, 2]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 4, 3, 3, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 4, 4, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 4, 4, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 4, 4, 3]",4,OPEN class C +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 1, 1, 1, 1, 1, 1]",8,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 2, 1, 1, 1, 1]",7,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 2, 2, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 2, 2, 2]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 3, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 3, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 3, 3]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 4, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 4, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 5, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 1, 1, 1, 1, 1]",7,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 2, 1, 1, 1]",6,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 2, 2, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 3, 1, 1]",5,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 3, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 4, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 6, 6, 6, 6, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 7, 6, 5, 5, 4, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 7, 6, 5, 5, 5, 1]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 7, 6, 6, 5, 3, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 7, 6, 6, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 4, 4, 4, 3]",4,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 5, 5, 3, 2]",4,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 5, 5, 5]",3,"KILLED span ((6, 6, 5), 0)@T7" +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 1, 1, 1, 1, 1, 1, 1, 1]",9,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 2, 1, 1, 1, 1, 1, 1]",8,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 2, 2, 1, 1, 1, 1]",7,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 2, 2, 2, 1, 1]",6,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 2, 2, 2, 2]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 3, 1, 1, 1, 1, 1]",7,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 3, 2, 1, 1, 1]",6,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 3, 2, 2, 1]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 3, 3, 1, 1]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 3, 3, 2]",4,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 1, 1, 1, 1]",6,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 2, 1, 1]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 2, 2]",4,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 3, 1]",4,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 4]",3,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 1, 1, 1]",5,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 2, 1]",4,OPEN class OK +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 3]",3,OPEN class D +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 1, 1]",4,OPEN class A +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 2]",3,OPEN class A +8,7,"[7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 1]",3,OPEN class A diff --git a/research/one-sided-residue-closures/data/src_s7b_killed.csv b/research/one-sided-residue-closures/data/src_s7b_killed.csv new file mode 100644 index 0000000000..524727d54f --- /dev/null +++ b/research/one-sided-residue-closures/data/src_s7b_killed.csv @@ -0,0 +1,26 @@ +d,slack,weights,chosen_family,N_d,status +4,7,"[6, 6, 6, 6, 6, 4, 4, 1]",20,12,KILLED-PROVEN(RC lemma) +4,7,"[6, 6, 6, 6, 6, 5, 3, 1]",20,12,KILLED-PROVEN(RC lemma) +4,7,"[6, 6, 6, 6, 6, 5, 4]",20,12,KILLED-PROVEN(RC lemma) +4,7,"[6, 6, 6, 6, 6, 6, 1, 1, 1]",20,12,KILLED-PROVEN(RC lemma) +4,7,"[6, 6, 6, 6, 6, 6, 2, 1]",20,12,KILLED-PROVEN(RC lemma) +4,7,"[6, 6, 6, 6, 6, 6, 3]",20,12,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 5, 5, 5, 1, 1]",45,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 5, 5, 5, 2]",45,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 6, 4, 4, 3]",35,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 6, 5, 3, 3]",35,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 6, 5, 4, 1, 1]",35,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 6, 5, 4, 2]",35,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 6, 5, 5, 1]",35,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1]",35,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 6, 6, 2, 1, 1, 1]",35,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 6, 6, 2, 2, 1]",35,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 6, 6, 3, 1, 1]",35,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 6, 6, 3, 2]",35,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 6, 6, 4, 1]",35,20,KILLED-PROVEN(RC lemma) +5,7,"[6, 6, 6, 6, 6, 6, 6, 5]",35,20,KILLED-PROVEN(RC lemma) +5,7,"[7, 6, 6, 6, 6, 5, 5, 5, 1]",27,20,KILLED-PROVEN(RC lemma) +5,7,"[7, 6, 6, 6, 6, 6, 4, 4, 2]",25,20,KILLED-PROVEN(RC lemma) +5,7,"[7, 6, 6, 6, 6, 6, 5, 3, 2]",25,20,KILLED-PROVEN(RC lemma) +6,7,"[6, 6, 6, 6, 6, 6, 6, 6, 5, 1, 1]",56,36,KILLED-PROVEN(RC lemma) +6,7,"[6, 6, 6, 6, 6, 6, 6, 6, 5, 2]",56,36,KILLED-PROVEN(RC lemma) diff --git a/research/one-sided-residue-closures/data/src_scA2_killed.csv b/research/one-sided-residue-closures/data/src_scA2_killed.csv new file mode 100644 index 0000000000..df03c1244c --- /dev/null +++ b/research/one-sided-residue-closures/data/src_scA2_killed.csv @@ -0,0 +1,75 @@ +d,slack,weights,e,lemma,S_contracted,s,e_prime,m,sigma_omega +6,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6]",3,L2,"[]",0,3,9,"[(0, 0)]" +6,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 1]",4,L2,"[1]",1,3,9,"[(1, 0)]" +6,7,"[7, 6, 6, 6, 6, 6, 6, 6, 5, 1]",4,L2,"[1]",1,3,8,"[(1, 0)]" +6,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6]",3,L2,"[]",0,3,8,"[(0, 0)]" +7,5,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1]",4,L2,"[1]",1,3,10,"[(1, 0)]" +7,5,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6]",3,L2,"[]",0,3,9,"[(0, 0)]" +7,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1]",5,L2,"[1, 1]",2,3,10,"[(2, 0)]" +7,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2]",4,L2,"[2]",2,3,10,"[(2, 0)]" +7,6,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1]",4,L2,"[1]",1,3,9,"[(1, 0)]" +7,6,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 1]",4,L2,"[1]",1,3,8,"[(1, 0)]" +7,6,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6]",3,L2,"[]",0,3,8,"[(0, 0)]" +7,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 4]",4,L2,"[4]",8,3,10,"[(9, 0), (9, 32)]" +7,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1]",6,L2,"[1, 1, 1]",3,3,10,"[(3, 0)]" +7,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1]",5,L2,"[1, 2]",3,3,10,"[(3, 0)]" +7,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3]",4,L2,"[3]",4,3,10,"[(4, 0)]" +7,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 5, 3]",4,L2,"[3]",4,3,9,"[(4, 0)]" +7,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1]",5,L2,"[1, 1]",2,3,9,"[(2, 0)]" +7,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2]",4,L2,"[2]",2,3,9,"[(2, 0)]" +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 1, 1]",5,L2,"[1, 1]",2,3,8,"[(2, 0)]" +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 2]",4,L2,"[2]",2,3,8,"[(2, 0)]" +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 1]",4,L2,"[1]",1,3,8,"[(1, 0)]" +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 1]",4,L2,"[1]",1,3,7,"[(1, 0)]" +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6]",3,L2,"[]",0,3,7,"[(0, 0)]" +8,4,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1]",5,L2,"[1, 1]",2,3,11,"[(2, 0)]" +8,5,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1]",6,L2,"[1, 1, 1]",3,3,11,"[(3, 0)]" +8,5,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1]",5,L2,"[1, 2]",3,3,11,"[(3, 0)]" +8,5,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3]",4,L2,"[3]",4,3,11,"[(4, 0)]" +8,5,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1]",5,L2,"[1, 1]",2,3,10,"[(2, 0)]" +8,5,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2]",4,L2,"[2]",2,3,10,"[(2, 0)]" +8,5,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1]",4,L2,"[1]",1,3,9,"[(1, 0)]" +8,5,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 1]",4,L2,"[1]",1,3,8,"[(1, 0)]" +8,5,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6]",3,L2,"[]",0,3,8,"[(0, 0)]" +8,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1]",7,L2,"[1, 1, 1, 1]",4,3,11,"[(5, 0)]" +8,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1, 1]",6,L2,"[1, 1, 2]",4,3,11,"[(5, 0)]" +8,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 2]",5,L2,"[2, 2]",4,3,11,"[(5, 0)]" +8,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3, 1]",5,L2,"[1, 3]",5,3,11,"[(9, 0)]" +8,6,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 4]",4,L2,"[4]",8,3,11,"[(9, 0), (9, 32)]" +8,6,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1]",6,L2,"[1, 1, 1]",3,3,10,"[(3, 0)]" +8,6,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1]",5,L2,"[1, 2]",3,3,10,"[(3, 0)]" +8,6,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3]",4,L2,"[3]",4,3,10,"[(4, 0)]" +8,6,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1]",5,L2,"[1, 1]",2,3,9,"[(2, 0)]" +8,6,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2]",4,L2,"[2]",2,3,9,"[(2, 0)]" +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 1, 1]",5,L2,"[1, 1]",2,3,8,"[(2, 0)]" +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 2]",4,L2,"[2]",2,3,8,"[(2, 0)]" +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 1]",4,L2,"[1]",1,3,8,"[(1, 0)]" +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 1]",4,L2,"[1]",1,3,7,"[(1, 0)]" +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6]",3,L2,"[]",0,3,7,"[(0, 0)]" +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1]",8,L2,"[1, 1, 1, 1, 1]",5,3,11,"[(9, 0)]" +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1, 1, 1]",7,L2,"[1, 1, 1, 2]",5,3,11,"[(9, 0)]" +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 2, 1]",6,L2,"[1, 2, 2]",5,3,11,"[(9, 0)]" +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3, 1, 1]",6,L2,"[1, 1, 3]",6,3,11,"[(35, 0)]" +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3, 2]",5,L2,"[2, 3]",6,3,11,"[(35, 0)]" +8,7,"[6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 4, 1]",5,L2,"[1, 4]",9,3,11,"[(17, 0), (17, 32)]" +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 4, 1]",5,L2,"[1, 4]",9,3,10,"[(17, 0), (17, 32)]" +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1]",7,L2,"[1, 1, 1, 1]",4,3,10,"[(5, 0)]" +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1, 1]",6,L2,"[1, 1, 2]",4,3,10,"[(5, 0)]" +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 2]",5,L2,"[2, 2]",4,3,10,"[(5, 0)]" +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3, 1]",5,L2,"[1, 3]",5,3,10,"[(9, 0)]" +8,7,"[7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 4]",4,L2,"[4]",8,3,10,"[(9, 0), (9, 32)]" +8,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 5, 3, 1]",5,L2,"[1, 3]",5,3,9,"[(9, 0)]" +8,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1]",6,L2,"[1, 1, 1]",3,3,9,"[(3, 0)]" +8,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 2, 1]",5,L2,"[1, 2]",3,3,9,"[(3, 0)]" +8,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3]",4,L2,"[3]",4,3,9,"[(4, 0)]" +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 3, 1]",5,L2,"[1, 3]",5,3,8,"[(9, 0)]" +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 1, 1, 1]",6,L2,"[1, 1, 1]",3,3,8,"[(3, 0)]" +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 2, 1]",5,L2,"[1, 2]",3,3,8,"[(3, 0)]" +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 5, 3]",4,L2,"[3]",4,3,8,"[(4, 0)]" +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1]",5,L2,"[1, 1]",2,3,8,"[(2, 0)]" +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 2]",4,L2,"[2]",2,3,8,"[(2, 0)]" +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 1, 1]",5,L2,"[1, 1]",2,3,7,"[(2, 0)]" +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 2]",4,L2,"[2]",2,3,7,"[(2, 0)]" +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 1]",4,L2,"[1]",1,3,7,"[(1, 0)]" +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 1]",4,L2,"[1]",1,3,6,"[(1, 0)]" +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 6]",3,L2,"[]",0,3,6,"[(0, 0)]" diff --git a/research/one-sided-residue-closures/data/src_scB2_killed.csv b/research/one-sided-residue-closures/data/src_scB2_killed.csv new file mode 100644 index 0000000000..6da2ab459c --- /dev/null +++ b/research/one-sided-residue-closures/data/src_scB2_killed.csv @@ -0,0 +1,48 @@ +d,s,weights,j,K=top(d-j),comp,cap(comp),family_weights(M piece removed),family_size,N_j,status,second_proof +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 1, 1, 1]",2,"[7, 7, 6, 6, 6]","[6, 6, 6, 5, 5, 1, 1, 1]",87,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 2, 1]",2,"[7, 7, 6, 6, 6]","[6, 6, 6, 5, 5, 2, 1]",87,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 1, 1, 1]",2,"[7, 7, 6, 6, 6]","[6, 6, 6, 6, 4, 1, 1, 1]",91,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +7,7,"[7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 2, 1]",2,"[7, 7, 6, 6, 6]","[6, 6, 6, 6, 4, 2, 1]",91,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 3, 1]",2,"[7, 7, 7, 6, 6]","[6, 6, 6, 5, 3, 3, 1]",81,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +7,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 3]",2,"[7, 7, 7, 6, 6]","[6, 6, 6, 6, 3, 3]",88,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 1, 1, 1]",2,"[7, 7, 7, 6, 6, 6]","[6, 6, 6, 6, 4, 1, 1, 1]",91,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2) + s=6 scenario variants dead (rrc6.py),cover:dead +8,6,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 2, 1]",2,"[7, 7, 7, 6, 6, 6]","[6, 6, 6, 6, 4, 2, 1]",91,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2) + s=6 scenario variants dead (rrc6.py),cover:dead +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 3, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 3, 3, 1]",81,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2) + s=6 scenario variants dead (rrc6.py),cover:dead +8,6,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 3]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 6, 3, 3]",88,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2) + s=6 scenario variants dead (rrc6.py),cover:dead +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 1, 1, 1, 1]",2,"[7, 7, 7, 6, 6, 6]","[6, 6, 6, 5, 5, 1, 1, 1, 1]",88,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 5, 5, 2, 1, 1]",2,"[7, 7, 7, 6, 6, 6]","[6, 6, 6, 5, 5, 2, 1, 1]",88,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 1, 1, 1, 1]",2,"[7, 7, 7, 6, 6, 6]","[6, 6, 6, 6, 4, 1, 1, 1, 1]",92,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:alive +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 2, 1, 1]",2,"[7, 7, 7, 6, 6, 6]","[6, 6, 6, 6, 4, 2, 1, 1]",92,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:alive +8,7,"[7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 4, 2, 2]",2,"[7, 7, 7, 6, 6, 6]","[6, 6, 6, 6, 4, 2, 2]",92,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:alive +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 1, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 5, 5, 5, 1, 1, 1, 1]",80,"[6, 6, 5, 5, 5]",5,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 5, 5, 5, 2, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 5, 5, 5, 2, 1, 1]",80,"[6, 6, 5, 5, 5]",5,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 1, 1, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 4, 4, 1, 1, 1, 1, 1]",81,"[6, 6, 6, 4]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 2, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 4, 4, 2, 1, 1, 1]",81,"[6, 6, 6, 4]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 4, 4, 2, 2, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 4, 4, 2, 2, 1]",81,"[6, 6, 6, 4]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 1, 1, 1, 1, 1, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 1, 1, 1, 1, 1, 1, 1, 1]",80,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 2, 1, 1, 1, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 2, 1, 1, 1, 1, 1, 1]",80,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 2, 2, 1, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 2, 2, 1, 1, 1, 1]",80,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 2, 2, 2, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 2, 2, 2, 1, 1]",80,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 2, 2, 2, 2]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 2, 2, 2, 2]",80,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 1, 1, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 3, 1, 1, 1, 1, 1]",81,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 2, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 3, 2, 1, 1, 1]",81,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 2, 2, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 3, 2, 2, 1]",81,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 3, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 3, 3, 1, 1]",82,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 3, 3, 2]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 3, 3, 2]",82,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 1, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 4, 1, 1, 1, 1]",84,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 2, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 4, 2, 1, 1]",84,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 4, 2, 2]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 4, 2, 2]",84,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 5, 1, 1, 1]",87,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 5, 5, 2, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 5, 5, 2, 1]",87,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1]",87,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 1, 1, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 6, 2, 1, 1, 1, 1, 1]",87,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 2, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 6, 2, 2, 1, 1, 1]",87,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 2, 2, 2, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 6, 2, 2, 2, 1]",87,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 1, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 6, 3, 1, 1, 1, 1]",88,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 2, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 6, 3, 2, 1, 1]",88,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 2, 2]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 6, 3, 2, 2]",88,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 3, 3, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 6, 3, 3, 1]",89,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 1, 1, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 6, 4, 1, 1, 1]",91,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 4, 2, 1]",2,"[7, 7, 7, 7, 6, 6]","[6, 6, 6, 6, 4, 2, 1]",91,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 5, 3, 3, 1]",2,"[7, 7, 7, 7, 7, 6]","[6, 6, 6, 5, 3, 3, 1]",81,"[6, 6, 6, 5]",4,3,KILLED-PROVEN(relative RC j=2),count(17) +8,7,"[7, 7, 7, 7, 7, 6, 6, 6, 6, 6, 3, 3]",2,"[7, 7, 7, 7, 7, 6]","[6, 6, 6, 6, 3, 3]",88,"[6, 6, 6, 6]",4,3,KILLED-PROVEN(relative RC j=2),cover:dead diff --git a/research/one-sided-residue-closures/data/targets.txt b/research/one-sided-residue-closures/data/targets.txt new file mode 100644 index 0000000000..53adf694fd --- /dev/null +++ b/research/one-sided-residue-closures/data/targets.txt @@ -0,0 +1,18 @@ +root 6666666198666697 0000198666666666 3 0 +non00_70 e5aeda5adf5aed6b 000056a5a7ba5b7d 4 -1 +non01_73 77f7fffffff0f0cc 000003ffee8e8811 4 -1 +non02_76 ffffffffff000000 0000000fffffffff 4 -1 +non03_77 997977ffbff8f8ee 000007fe997977ee 4 -1 +non04_78 997977ffbff8f8ee 000007fe997977fe 4 -1 +non05_79 bbebeebfdf3c3cff 00000f07dd7d77de 4 -1 +non06_80 bbebeebfff3c3cff 00000f07dd7d77de 4 -1 +non07_82 f5affa5bff5aff6b 000056a5affa5fff 4 -1 +non08_84 ee9e997ffff8f8ee 000007f977f7ffff 4 -1 +non09_84 afaa5a5ffffaa5e9 000057f5f5ffffff 4 -1 +non10_85 77e7eeb0fffcfcff 00000ff7eebebbfd 4 -1 +non11_85 ffafaa5edffafaeb 000017f5ffbfbb7d 4 -1 +non12_86 ffffffffff181866 0000060fffffffff 4 -1 +non13_87 ffefee8ffff0f0cc 000003f7ffffffff 4 -1 +non14_88 ffffffffc0f0f0cc 000003ffffffffff 4 -1 +non15_88 fffffff0f03c3cff 00000f0fffffffff 4 -1 +non16_89 fdeffedfd75aff6d 000056a7bffb7fff 4 -1 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non00_70.txt b/research/one-sided-residue-closures/evidence/logs/log_non00_70.txt new file mode 100644 index 0000000000..ced2feabe0 --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non00_70.txt @@ -0,0 +1,5 @@ +target 70 lines, distinct sets 707316, maximal 604163, sizes: 20:112 18:1344 16:1981 15:2240 14:13664 13:26320 12:47082 11:68040 10:118258 9:130480 8:88522 7:72072 6:34048 +leaves 191952506730 minleft 7 distinct 371 +real 699.44 +user 689.76 +sys 2.63 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non01_73.txt b/research/one-sided-residue-closures/evidence/logs/log_non01_73.txt new file mode 100644 index 0000000000..d1f3e9cd95 --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non01_73.txt @@ -0,0 +1,5 @@ +target 73 lines, distinct sets 702984, maximal 607955, sizes: 20:438 19:768 18:744 16:3213 15:6060 14:15252 13:33801 12:53049 11:82710 10:131534 9:118739 8:65179 7:71348 6:25120 +leaves 134546006289 minleft 7 distinct 170 +real 552.59 +user 536.38 +sys 4.28 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non02_76.txt b/research/one-sided-residue-closures/evidence/logs/log_non02_76.txt new file mode 100644 index 0000000000..81328a715b --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non02_76.txt @@ -0,0 +1,6 @@ +start +target 76 lines, distinct sets 681898, maximal 592610, sizes: 20:2016 16:8196 15:4608 14:21600 13:39680 12:61176 11:101376 10:135366 9:97280 8:39840 7:81408 6:64 +leaves 85288463076 minleft 8 distinct 160 +real 365.31 +user 360.95 +sys 1.29 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non03_77.txt b/research/one-sided-residue-closures/evidence/logs/log_non03_77.txt new file mode 100644 index 0000000000..6760978919 --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non03_77.txt @@ -0,0 +1,6 @@ +start +target 77 lines, distinct sets 726354, maximal 678437, sizes: 20:104 19:328 18:624 17:525 16:6737 15:11232 14:28938 13:30664 12:96142 11:95546 10:139804 9:94373 8:104460 7:55136 6:13824 +leaves 7510035251 minleft 7 distinct 656 +real 149.23 +user 149.16 +sys 0.04 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non04_78.txt b/research/one-sided-residue-closures/evidence/logs/log_non04_78.txt new file mode 100644 index 0000000000..35c502dd08 --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non04_78.txt @@ -0,0 +1,6 @@ +start +target 78 lines, distinct sets 726354, maximal 681577, sizes: 20:144 19:384 18:681 17:504 16:8277 15:11888 14:32382 13:29832 12:107664 11:92256 10:145617 9:85256 8:105972 7:49152 6:11568 +leaves 4617934006 minleft 8 distinct 600 +real 141.36 +user 141.30 +sys 0.04 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non05_79.txt b/research/one-sided-residue-closures/evidence/logs/log_non05_79.txt new file mode 100644 index 0000000000..14bc484aac --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non05_79.txt @@ -0,0 +1,6 @@ +start +target 79 lines, distinct sets 724880, maximal 678756, sizes: 20:312 19:344 18:692 17:504 16:10990 15:11764 14:33528 13:32148 12:116061 11:94713 10:142764 9:82584 8:102312 7:45816 6:4224 +leaves 4996927763 minleft 6 distinct 411 +real 141.82 +user 141.77 +sys 0.03 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non06_80.txt b/research/one-sided-residue-closures/evidence/logs/log_non06_80.txt new file mode 100644 index 0000000000..cf3d008123 --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non06_80.txt @@ -0,0 +1,6 @@ +start +target 80 lines, distinct sets 724880, maximal 678756, sizes: 20:432 19:256 18:732 17:576 16:13874 15:10368 14:39228 13:28992 12:132102 11:86016 10:149940 9:72384 8:103536 7:40320 +leaves 3050635680 minleft 6 distinct 291 +real 136.83 +user 136.77 +sys 0.03 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non07_82.txt b/research/one-sided-residue-closures/evidence/logs/log_non07_82.txt new file mode 100644 index 0000000000..9269fba8ce --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non07_82.txt @@ -0,0 +1,6 @@ +start +target 82 lines, distinct sets 754987, maximal 705673, sizes: 20:208 19:256 18:1620 17:944 16:12966 15:20248 14:42100 13:47848 12:117216 11:107312 10:137223 9:79224 8:91148 7:37952 6:9408 +leaves 81832999 minleft 10 distinct 0 +real 140.99 +user 140.93 +sys 0.03 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non08_84.txt b/research/one-sided-residue-closures/evidence/logs/log_non08_84.txt new file mode 100644 index 0000000000..0139d9f747 --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non08_84.txt @@ -0,0 +1,6 @@ +start +target 84 lines, distinct sets 755021, maximal 712257, sizes: 20:530 19:1008 18:1044 17:2128 16:15590 15:25404 14:43907 13:56838 12:125556 11:114576 10:123699 9:82526 8:77691 7:34256 6:7504 +leaves 21007031 minleft 11 distinct 0 +real 141.13 +user 141.07 +sys 0.03 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non09_84.txt b/research/one-sided-residue-closures/evidence/logs/log_non09_84.txt new file mode 100644 index 0000000000..7404c8547a --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non09_84.txt @@ -0,0 +1,6 @@ +start +target 84 lines, distinct sets 776735, maximal 726915, sizes: 20:182 19:630 18:2919 17:4095 16:10367 15:24227 14:47621 13:64169 12:109697 11:122227 10:118734 9:101248 8:74963 7:34636 6:11200 +leaves 4677035 minleft 12 distinct 0 +real 147.09 +user 147.02 +sys 0.04 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non10_85.txt b/research/one-sided-residue-closures/evidence/logs/log_non10_85.txt new file mode 100644 index 0000000000..c7646ab6ca --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non10_85.txt @@ -0,0 +1,6 @@ +start +target 85 lines, distinct sets 749395, maximal 703145, sizes: 20:806 19:896 18:876 17:1746 16:22667 15:22312 14:48668 13:48755 12:151745 11:102246 10:125772 9:67760 8:79760 7:28944 6:192 +leaves 55831548 minleft 9 distinct 0 +real 135.65 +user 135.59 +sys 0.03 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non11_85.txt b/research/one-sided-residue-closures/evidence/logs/log_non11_85.txt new file mode 100644 index 0000000000..2b7a927e7e --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non11_85.txt @@ -0,0 +1,6 @@ +start +target 85 lines, distinct sets 775490, maximal 726220, sizes: 20:487 19:1180 18:2310 17:3891 16:13455 15:27404 14:45704 13:71032 12:114061 11:119432 10:120652 9:98442 8:64938 7:34552 6:8680 +leaves 4534161 minleft 11 distinct 0 +real 147.60 +user 147.46 +sys 0.04 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non12_86.txt b/research/one-sided-residue-closures/evidence/logs/log_non12_86.txt new file mode 100644 index 0000000000..16a1e919c1 --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non12_86.txt @@ -0,0 +1,6 @@ +start +target 86 lines, distinct sets 752260, maximal 706599, sizes: 20:2080 19:256 18:336 17:2752 16:22509 15:26464 14:50436 13:57024 12:148186 11:103744 10:125900 9:68736 8:67456 7:29696 6:1024 +leaves 23544144 minleft 16 distinct 0 +real 140.61 +user 140.03 +sys 0.17 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non13_87.txt b/research/one-sided-residue-closures/evidence/logs/log_non13_87.txt new file mode 100644 index 0000000000..3367986ee9 --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non13_87.txt @@ -0,0 +1,6 @@ +start +target 87 lines, distinct sets 776370, maximal 733648, sizes: 20:669 19:1583 18:3090 17:5406 16:15358 15:32697 14:53015 13:74938 12:126743 11:119173 10:110526 9:97895 8:56632 7:27651 6:8272 +leaves 939655 minleft 12 distinct 0 +real 161.92 +user 153.94 +sys 2.35 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non14_88.txt b/research/one-sided-residue-closures/evidence/logs/log_non14_88.txt new file mode 100644 index 0000000000..07dc4fc2c2 --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non14_88.txt @@ -0,0 +1,6 @@ +start +target 88 lines, distinct sets 775065, maximal 725599, sizes: 20:2100 19:608 18:2472 17:5568 16:21692 15:31648 14:51864 13:83608 12:129228 11:116736 10:112224 9:91464 8:46419 7:28896 6:1072 +leaves 186900 minleft 15 distinct 0 +real 158.32 +user 151.76 +sys 1.47 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non15_88.txt b/research/one-sided-residue-closures/evidence/logs/log_non15_88.txt new file mode 100644 index 0000000000..2bbad7a10a --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non15_88.txt @@ -0,0 +1,6 @@ +start +target 88 lines, distinct sets 739464, maximal 698211, sizes: 20:2656 16:48707 14:87040 12:267968 10:184320 8:107520 +leaves 1917876 minleft 12 distinct 0 +real 119.59 +user 119.42 +sys 0.06 diff --git a/research/one-sided-residue-closures/evidence/logs/log_non16_89.txt b/research/one-sided-residue-closures/evidence/logs/log_non16_89.txt new file mode 100644 index 0000000000..b24fe11ea7 --- /dev/null +++ b/research/one-sided-residue-closures/evidence/logs/log_non16_89.txt @@ -0,0 +1,6 @@ +start +target 89 lines, distinct sets 771411, maximal 742192, sizes: 20:280 19:836 18:3912 17:8062 16:22507 15:35833 14:61743 13:89739 12:124153 11:116564 10:99310 9:91083 8:61785 7:22521 6:3864 +leaves 0 minleft 999 distinct 0 +real 164.10 +user 158.85 +sys 1.55 diff --git a/research/one-sided-residue-closures/evidence/verify_run.txt b/research/one-sided-residue-closures/evidence/verify_run.txt new file mode 100644 index 0000000000..325ca9d983 --- /dev/null +++ b/research/one-sided-residue-closures/evidence/verify_run.txt @@ -0,0 +1,80 @@ +== 0. manifest + PASS manifest: 66 files hash-checked, 0 mismatching [] + PASS manifest lists every package file (0 unlisted []) +== 1. constants +PASS E8 model: 240 roots, 120 lines, det 1, labels distinct +PASS g(1..8) = 1,2,4,8,12,20,36,64 by exhaustive enumeration of all affine flats of F2^8 +PASS N_2 = 3 (exhaustive over root-spanned planes) +PASS N_3 = 6 (exhaustive over root-spanned 3-spaces) +NOTE N_4 = 12 (and N_5 = 20, N_6 = 36) rest on the ADE classification; exhaustive N_4 log shipped in evidence/logs/nj4.out (FULL=1 recomputes) +== 2. P112, frame stabiliser, direction list +PASS frame stabiliser generated: |G| = 172032 +PASS direction list |Off| <= 89: 21460 masks, 120 E8-root/frame, 21340 non-E8 + PASS G has 172032 elements 172032 + PASS G preserves the frame + PASS every element of G is label-linear (label(g(l)) = A label(l)) + PASS root target = Off(r0), 53 lines + PASS orbit of non00_70: 128 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non01_73: 896 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non02_76: 56 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non03_77: 2688 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non04_78: 896 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non05_79: 448 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non06_80: 224 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non07_82: 448 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non08_84: 2688 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non09_84: 1024 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non10_85: 448 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non11_85: 3584 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non12_86: 168 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non13_87: 3584 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non14_88: 448 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non15_88: 28 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non16_89: 3584 masks, all in the direction list, disjoint from earlier orbits + PASS the 17 orbits cover all 21340 non-E8 masks with |Off|<=89 21340 vs 21340 + PASS orbit sizes sum to 21340 + PASS Fact D correction: exactly one orbit with |Off| = 89, of 3584 directions + PASS direction list: 112 root masks (|Off|=53) and 8 frame masks (|Off|=56), nothing else with |Off|<=69 but 70+ + PASS mkreps +PASS ran mkreps +PASS 6-flat masks: 788035 dual 3-spaces enumerated +== 3. exact coverings + PASS covering root recomputed = shipped +== 4. covering facts + PASS covering non05_79 recomputed = shipped + PASS covering non06_80 recomputed = shipped + PASS F3(a): three <=6-flats cover Off(r) minus L only if |L| >= 4 (root not in L) + PASS F3(b): exactly 96 four-line leftovers per root, all of label rank 4 + PASS each 4-line leftover serves <= 1 root, 5-line <= 2, 6-line <= 1 + PASS F3(c): a 5-line X serves <= 4 roots outside X (sigma(s=5) <= 5+4 = 9) + PASS F3(d): 6-line X: roots outside X <= 15*1+6*2+1 = 28 (sigma <= 6+28 = 34) + PASS F3(e): X = 4-flat set serves <= 1 root outside X (sigma({4}) <= 8+1 = 9) + PASS F3(f): X = 4-flat set + 1 line serves <= 8 roots outside X (sigma({1,4}) <= 9+8 = 17) + PASS annon covers all 17 orbit representatives + PASS F4: every non-E8 direction (|Off| <= 89, 17 orbits) has min leftover >= 6 for four <=6-flats (so s <= 5 gives omega'=0) + PASS F4: 6-line leftovers occur only for |Off| in {79, 80} (16 six-sets each) and none contains a 4-set of label rank <= 3 (omega'=0 for the s=6 types {1,1,3},{2,3}) + PASS F4: form-F leftovers (<=9 lines, rank <=4 or +1 line) exist only for the |Off|=70 orbit; no family mask has one + PASS F4: one 4-flat set (8 lines, D7 type) serves <= 32 directions; 4-flat set + 1 line <= 32 (omega' in {0, 32}) + PASS no leftover of <= 9 lines at all for |Off| = 89 (four 6-flats cannot cover 80 of 89) + PASS facts +PASS ran facts + PASS D7 plane fact: no plane contains three of the 32 directions; each plane through two holds 0 or 2 E8 lines ({2: 112, 0: 384}) +PASS ran d7plane +== 5. RRC, Lemma P, ledger +PASS RRC engine ran; every certificate re-verified by verify() (no assertion error) +PASS Lemma P at T-level kills 375 of the 603 rows +PASS all 74 original class-A kills reproduced + PASS recomputed ledger is byte-identical to data/ledger_consolidated.csv + PASS 603 rows + PASS rows are distinct (d, multiset) pairs with d in 4..8, weights in 1..7, slack = sum(w) - 8d in 4..7, e = #pieces - d + PASS 480 KILLED by audited sources, 7 KILLED(prior-only), 116 OPEN + PASS every KILLED row has a certificate string; every OPEN row has none + PASS the 7 prior-only rows are exactly rows with no audited certificate and the earlier span-cover tag + PASS all 47 earlier class-B (RRC) kills are KILLED by the audited recomputation + PASS all 25 earlier root-count (K0 empty) kills are KILLED by the audited recomputation + PASS all 74 earlier class-A (Lemma P / P') kills are KILLED by the audited recomputation + PASS ledger +PASS ran ledger +== done in 360s: 19 PASS, 0 FAIL; logs in +PASS: all assertions hold +(default mode, ~6 min wall on a 12-core Mac) diff --git a/research/one-sided-residue-closures/requirements.txt b/research/one-sided-residue-closures/requirements.txt new file mode 100644 index 0000000000..3067206937 --- /dev/null +++ b/research/one-sided-residue-closures/requirements.txt @@ -0,0 +1,3 @@ +# Tested with Python 3.14.7 (any recent 3.x). +numpy>=1.26 + diff --git a/research/one-sided-residue-closures/verify.sh b/research/one-sided-residue-closures/verify.sh new file mode 100644 index 0000000000..d7cb5d096c --- /dev/null +++ b/research/one-sided-residue-closures/verify.sh @@ -0,0 +1,79 @@ +#!/usr/bin/env bash +# Verification of research/one-sided-residue-closures (no kappa claim). usage: bash verify.sh PYTHON=/path/to/python (needs numpy) FULL=1 for the heavy modes +# 0 MANIFEST.sha256 +# 1 constants: g(1..8) = 1,2,4,8,12,20,36,64 (all affine flats of F2^8), N_2 = 3, N_3 = 6 (exhaustive; N_4 = 12 with FULL=1), E8 model sanity [gtab.py, nj.py, e8.py] +# 2 P112 model, frame stabiliser (172032 elements, label-linear), complete direction list |Off| <= 89 (21340 non-E8 masks, 17 orbits), 6-flat masks [mkgroup.py dirs.py mkreps.py flats.py] +# 3 exact covering enumerations [cov.c]: root target always recomputed; the two non-trivial non-E8 targets (|Off| = 79, 80) recomputed; the other 15 are the shipped +# outputs (RECORDED) unless FULL=1, which recomputes all 17 (about 56 CPU-minutes more, three processes at a time) and also nj.py 4 +# 4 covering facts F3 (a)-(f), F4, D7 plane fact [anroot.py annon.py facts_check.py d7plane.py] +# 5 RRC engine, Lemma P / P', ledger recomputed from data/rows_input.csv and compared with the shipped ledger [run_rrc.py lemp_audit.py build_ledger.py check_ledger.py] +# Default runtime about 10 minutes; at most 3 busy processes; every process under timeout. A missing numpy or C compiler gives FAIL. +set -uo pipefail +HERE=$(cd "$(dirname "$0")" && pwd); C="$HERE/checks"; DATA="$HERE/data"; PY="${PYTHON:-python3}"; FULL="${FULL:-0}" +export PYTHONDONTWRITEBYTECODE=1 OMP_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 OPENBLAS_NUM_THREADS=1 +OUT=$(mktemp -d "${TMPDIR:-/tmp}/resclos.XXXXXX"); : > "$OUT/all.out"; T0=$SECONDS +note() { echo "$@" | tee -a "$OUT/all.out"; } +"$PY" -c "import numpy" 2>/dev/null || { echo "FAIL python needs numpy (PYTHON=...)"; exit 1; } +CC="${CC:-cc}"; command -v "$CC" >/dev/null || { echo "FAIL needs a C compiler (CC=...)"; exit 1; } +echo "== 0. manifest" +"$PY" -B "$C/manifest_check.py" | tee -a "$OUT/all.out" | sed 's/^/ /' +grep -q '^FAIL' "$OUT/all.out" && { echo "step 0 FAILED"; exit 1; } +cd "$OUT" +# run NAME TIMEOUT CMD... (output to NAME.log; PASS if exit 0, no FAIL line, at least one PASS line) +run() { local n=$1 to=$2; shift 2; timeout "$to" nice -n 10 "$@" > "$OUT/$n.log" 2>&1; local rc=$? + grep -E '^(PASS|FAIL)' "$OUT/$n.log" | sed 's/^/ /' + if [ $rc = 0 ] && ! grep -q '^FAIL' "$OUT/$n.log" && grep -q '^PASS' "$OUT/$n.log"; then note "PASS ran $n"; else note "FAIL ran $n (exit $rc)"; tail -3 "$OUT/$n.log"; fi; } +# expect NAME 'regex': PASS if the log of NAME matches +expect() { if grep -Eq "$2" "$OUT/$1.log"; then note "PASS $3"; else note "FAIL $3"; fi; } + +echo "== 1. constants" +timeout 600 "$PY" -B "$C/e8.py" > e8.log 2>&1 && note "PASS E8 model: 240 roots, 120 lines, det 1, labels distinct" || note "FAIL E8 model" +timeout 600 nice -n 10 "$PY" -B "$C/gtab.py" > gtab.log 2>&1; expect gtab '^\{1: 1, 2: 2, 3: 4, 4: 8, 5: 12, 6: 20, 7: 36, 8: 64\}$' "g(1..8) = 1,2,4,8,12,20,36,64 by exhaustive enumeration of all affine flats of F2^8" +NJ=3; [ "$FULL" = 1 ] && NJ=4 +timeout 3000 nice -n 10 "$PY" -B "$C/nj.py" $NJ > nj.log 2>&1 +expect nj 'j=2: .*max lines 3$' "N_2 = 3 (exhaustive over root-spanned planes)"; expect nj 'j=3: .*max lines 6$' "N_3 = 6 (exhaustive over root-spanned 3-spaces)" +if [ "$FULL" = 1 ]; then expect nj 'j=4: .*max lines 12$' "N_4 = 12 (exhaustive)"; else note "NOTE N_4 = 12 (and N_5 = 20, N_6 = 36) rest on the ADE classification; exhaustive N_4 log shipped in evidence/logs/nj4.out (FULL=1 recomputes)"; fi + +echo "== 2. P112, frame stabiliser, direction list" +timeout 900 nice -n 10 "$PY" -B "$C/mkgroup.py" > mkgroup.log 2>&1; expect mkgroup '^\|G\| = 172032$' "frame stabiliser generated: |G| = 172032" +timeout 900 nice -n 10 "$PY" -B "$C/dirs.py" > dirs.log 2>&1; expect dirs 'non-E8 21340' "direction list |Off| <= 89: 21460 masks, 120 E8-root/frame, 21340 non-E8" +run mkreps 900 "$PY" -B "$C/mkreps.py" +timeout 900 nice -n 10 "$PY" -B "$C/flats.py" > flats.log 2>&1; expect flats '3-dim dual subspaces: 788035' "6-flat masks: 788035 dual 3-spaces enumerated" + +echo "== 3. exact coverings" +"$CC" -O3 -o cov "$C/cov.c" 2> cc.log || { note "FAIL compile cov.c"; cat cc.log; } +for f in "$DATA"/left_*.gz; do b=$(basename "$f" .gz); gzip -dc "$f" > "shipped_$b"; done +covrun() { # name lo hi k forced + timeout 3000 nice -n 10 ./cov "$2" "$3" "$4" 9 "$5" "left_$1.txt" > "cov_$1.log" 2>&1 + if cmp -s <(sort "left_$1.txt") <(sort "shipped_left_$1.txt"); then echo "PASS covering $1 recomputed = shipped" > "covres_$1.txt"; else echo "FAIL covering $1 differs from shipped" > "covres_$1.txt"; fi; } +read -r _ RLO RHI RK RF < <(grep '^root' "$DATA/targets.txt") +covrun root "$RLO" "$RHI" "$RK" "$RF"; cat covres_root.txt | tee -a all.out | sed 's/^/ /' +if [ "$FULL" = 1 ]; then + grep '^non' "$DATA/targets.txt" | while read -r n lo hi k f; do echo "$n $lo $hi $k $f"; done > nonlist.txt + export -f covrun; export OUT + < nonlist.txt xargs -P 3 -L 1 bash -c 'covrun "$@"' _ +else + for n in non05_79 non06_80; do read -r _ lo hi k f < <(grep "^$n " "$DATA/targets.txt"); covrun "$n" "$lo" "$hi" "$k" "$f" & done # two background processes + for f in shipped_left_non*.txt; do b=${f#shipped_}; [ -e "$b" ] || cp "$f" "$b"; done +fi +NONLIST="non00_70 non01_73 non02_76 non03_77 non04_78 non05_79 non06_80 non07_82 non08_84 non09_84 non10_85 non11_85 non12_86 non13_87 non14_88 non15_88 non16_89" +echo "== 4. covering facts" +# (anroot runs now, concurrently with the two background covering processes: 3 busy processes in total) +timeout 3000 nice -n 10 "$PY" -B "$C/anroot.py" > anroot.log 2>&1 +wait +if [ "$FULL" != 1 ]; then for n in non05_79 non06_80; do cat "covres_$n.txt" | tee -a all.out | sed 's/^/ /'; done; else for n in $NONLIST; do cat "covres_$n.txt" | tee -a all.out | sed 's/^/ /'; done; fi +for n in $NONLIST; do [ -e "left_$n.txt" ] || echo "missing left_$n.txt"; done +# annon reads left_nonXX_SZ.txt +timeout 900 nice -n 10 "$PY" -B "$C/annon.py" > annon.log 2>&1 +run facts 600 "$PY" -B "$C/facts_check.py" anroot.log annon.log +run d7plane 600 "$PY" -B "$C/d7plane.py" + +echo "== 5. RRC, Lemma P, ledger" +timeout 900 "$PY" -B "$C/run_rrc.py" > rrc.log 2>&1; expect rrc '^Counter' "RRC engine ran; every certificate re-verified by verify() (no assertion error)" +timeout 900 "$PY" -B "$C/lemp_audit.py" > lemp.log 2>&1; expect lemp 'Lemma P kills \(all 603 rows\): 375' "Lemma P at T-level kills 375 of the 603 rows"; expect lemp 'reproduced: 74 / 74' "all 74 original class-A kills reproduced" +timeout 900 "$PY" -B "$C/build_ledger.py" > ledger.log 2>&1 +run ledger 600 "$PY" -B "$C/check_ledger.py" +npass=$(grep -c '^PASS' all.out); nfail=$(grep -c '^FAIL' all.out) +echo "== done in $((SECONDS - T0))s: $npass PASS, $nfail FAIL; logs in $OUT" +[ "$nfail" = 0 ] && { echo "PASS: all assertions hold"; exit 0; } +echo "FAIL"; exit 1 From d7399bc317418a217e71fe89624989ff7d7dbc24 Mon Sep 17 00:00:00 2001 From: DreamingOfClouds Date: Fri, 16 Oct 2026 11:56:27 -0500 Subject: [PATCH 2/3] Attach provenance of rows_input.csv (generator, dominance filter, span-fact logs); no claim changes Co-Authored-By: Claude Opus 5.5 --- .../MANIFEST.sha256 | 195 +++++++++++++++++- research/one-sided-residue-closures/README.md | 3 + .../provenance/SPANFACTS.md | 21 ++ .../provenance/check_rows.py | 12 ++ .../provenance/dominance_filter.py | 38 ++++ .../provenance/generator/dpX.py | 48 +++++ .../provenance/generator/land7.py | 45 ++++ .../provenance/generator/symlp.py | 55 +++++ .../provenance/logs/S3FLAT/summ.sh | 5 + .../provenance/reproduce.sh | 14 ++ 10 files changed, 435 insertions(+), 1 deletion(-) create mode 100644 research/one-sided-residue-closures/provenance/SPANFACTS.md create mode 100644 research/one-sided-residue-closures/provenance/check_rows.py create mode 100644 research/one-sided-residue-closures/provenance/dominance_filter.py create mode 100644 research/one-sided-residue-closures/provenance/generator/dpX.py create mode 100644 research/one-sided-residue-closures/provenance/generator/land7.py create mode 100644 research/one-sided-residue-closures/provenance/generator/symlp.py create mode 100755 research/one-sided-residue-closures/provenance/logs/S3FLAT/summ.sh create mode 100644 research/one-sided-residue-closures/provenance/reproduce.sh diff --git a/research/one-sided-residue-closures/MANIFEST.sha256 b/research/one-sided-residue-closures/MANIFEST.sha256 index df698a0370..7c6bfae5dc 100644 --- a/research/one-sided-residue-closures/MANIFEST.sha256 +++ b/research/one-sided-residue-closures/MANIFEST.sha256 @@ -63,6 +63,199 @@ a805961d21de2ee40fb48dba8014213d105beafec9c42dd55e0335cec8c22a0c evidence/logs/ 2fce836af05a0f927ec5b06840aa752f41c8cfc5d5e826256eba0a9ea3813a62 evidence/verify_run.txt c71d239df91726fc519c6eb72d318ec65820627232b2f796219e87dcf35d0ab4 LICENSE 1ea58e398f40239c0945d495a807b33bcadeb6d5dcd147a12bf71ff06a9ed7ec NOTICE.md -609ec45b47583ed1c0c6040426bf8cc74084c55b81f974a52b4e0ef187bbca69 README.md +a72e954568dcd4c95e486c478f7db97187385c0eb618dcfbc252ebb8c06326ed README.md 163d8a84b4d2b0f2af66d55e0dc84604f3f985a15939ba405a02b0c430126244 requirements.txt eea593a0b2fe80d1f751f63947ffeb2054b606e450fb30cee945e157fb93de57 verify.sh +337b24aa4a0bdff452e854ff2f6e04667035809ab291aef1a50ad2cb8ce6f5ba provenance/check_rows.py +e5ef3128761d1f60b243285df8d0d0f9be055dbbe307d60de3113fefdd4844a7 provenance/dominance_filter.py +5efbcae78dd105bc18c2418a49af74b5696db0e4c46882ba51ca32399dec299d provenance/generator/dpX.py +013bbf64b8c024a6570e48c68a7790ff7d1551aaccb392ea2ddde5c9e5baa013 provenance/generator/land7.out +8802291195064327d994f7905da859c2ad43b8892646740f2daa4c6452cad7c2 provenance/generator/land7.py +8b4bcfa654f019c6500a5778acbf8011f23103a78e82c252dc64b9491928f477 provenance/generator/symlp.py +89c8632492dbfd6941f741c927d5b177b5be77009a9dca40835f3a115e5ab3a6 provenance/logs/DIRX/p1_y750.out +44b7d61825508e64f7d611b9c49b0878b1b16b4c687090d6b4f9a120e3a39be8 provenance/logs/MS3c/y_750.out +5a00b12305021badb2718cf3858195945b0a02ee3a90c91a394c05e50a957b4b provenance/logs/S3FLAT/out_a664s0_0.out +8684d22058279a50f4546a4ce6789ec630cb2179e3d2262e43f8cd3b64b808a9 provenance/logs/S3FLAT/out_a664s0_1.out +3054d5ae8874cea2f11a3d07048ca45142655a83955b7953e6e136d1e895eb24 provenance/logs/S3FLAT/out_a664s0_10.out +c7dccf154d4ce5fa6439064f89ccb23be4b9e35097cb66cf7f14d8bc3d274a34 provenance/logs/S3FLAT/out_a664s0_11.out +ae9eef809bf59bf7bec79554425d7a2c40f26f54cdbfbe1dc72eb7388ff55f67 provenance/logs/S3FLAT/out_a664s0_12.out +cf9c0d350464498e984c6001adbc89b516cd2aff6d3a3e25d847bcdffd3229a3 provenance/logs/S3FLAT/out_a664s0_13.out +f13bb2a1a25d473a353d2b312f4c804ec895386532e7d68157456a3645953ade provenance/logs/S3FLAT/out_a664s0_14.out +facd93890668ee4fc90db59df8772f5fb496b51a72ab6252ef4833ebe9d382f2 provenance/logs/S3FLAT/out_a664s0_15.out +237f72cce0d2d20ef346ee2a44d29c926ef26bbe36666ed2c3ad4b8024bf6c1e provenance/logs/S3FLAT/out_a664s0_16.out +cddecae26090558e700fc8cbeb73768a0363cd22ec55bc68fc5febaf019da54e provenance/logs/S3FLAT/out_a664s0_17.out +b91fa8e2911fc2d2b56844c16ef1b66a1951bc6154fd998b2eafdc60d57411b2 provenance/logs/S3FLAT/out_a664s0_18.out +2fd8d3c9f10ad5202e692591fe9dee676e2d4b8fa44587f3950d2ddec3b54d8f provenance/logs/S3FLAT/out_a664s0_19.out +908553eb4015138bc8a0c4f356d398be58dbc67ede6ef96f3faf2db2b1dab6a7 provenance/logs/S3FLAT/out_a664s0_2.out +f2bdce42d6a0a2d84178d214d161957d8eeadfd0fb69cc303bd5da6650f3f3c8 provenance/logs/S3FLAT/out_a664s0_20.out +88e2317889718fe58a82f5b77f618b7323f6ce60b15d36e75b27509c5bf41f53 provenance/logs/S3FLAT/out_a664s0_21.out +8a069cab441b8c34f50a36423b3d7e63825bf2c6f7431487dacfdd87ae5fa148 provenance/logs/S3FLAT/out_a664s0_22.out +daf99ebac292ea06e91d9ea5b60dcc4659c1937c4eefa4808c43258a9f6f663b provenance/logs/S3FLAT/out_a664s0_23.out +9d96b6f5ad26dc1d2330cd1f9a0843233e4bb4470a9c82a5ff95b88f2861bc4d provenance/logs/S3FLAT/out_a664s0_3.out +b58c52d55db5bd4d7176d35cfec85e42a9806cf862f0dacd6b730bea979bcfe1 provenance/logs/S3FLAT/out_a664s0_4.out +ce59ff1994c41498abd8b43f496f478912720f6aba0e89df5dcdf45e1887757b provenance/logs/S3FLAT/out_a664s0_5.out +b7dee14ba053154b050ef1da48be4984f3d9278bd6dc498d1ece1949980fa4d0 provenance/logs/S3FLAT/out_a664s0_6.out +a945322773fd411688fda97acc43a6a082c2e2e131d3b5d3941904ad6a10dd26 provenance/logs/S3FLAT/out_a664s0_7.out +3159c68a9d5e4be891aaaaed6ae4552883cf359f977092262689dc2f4a169def provenance/logs/S3FLAT/out_a664s0_8.out +e46e90828a4a6dfdee53b8c722a7984bd760a14c4cae337707fda5dab05ee60b provenance/logs/S3FLAT/out_a664s0_9.out +0f37ce597422746eafcd11c0fb3b37d322e0ce431480b0d3444284b5b28e5abb provenance/logs/S3FLAT/out_b644s1_0.out +4fdc4149fa3f8194cdf4bb7d3392720f37a32310c53236880e2a05ff2d50556a provenance/logs/S3FLAT/out_b644s1_1.out +3fc4aeeca343bbbcff4d1111ad1d80a65ef7373caf51b5974f05391e1e944ca4 provenance/logs/S3FLAT/out_b644s1_10.out +4d884911ea9ff9603153b426bb0ddf7aa37d755039d08f269f295c5a3123cfeb provenance/logs/S3FLAT/out_b644s1_11.out +ab44ab6f70493fcc8b0e27427fa51428eae49a0a9a54ccad552f116b55f45a2b provenance/logs/S3FLAT/out_b644s1_12.out +918bd64ba34550d239eb9f29285319dbdbb5f287ba8f1fe07dfe87fabe5c6e91 provenance/logs/S3FLAT/out_b644s1_13.out +95c3ba27007ab69adde4360e2fd98fe3c38299658ece94925611f01799192b1a provenance/logs/S3FLAT/out_b644s1_14.out +d9fa37c666369c000e808fcaf54e56ab8d56c99ca24515ee16ff09ad5ba69834 provenance/logs/S3FLAT/out_b644s1_15.out +da3135ac771376b0646ebe0f52f8da259a1e917bd56704b6c63bdfed90ecba50 provenance/logs/S3FLAT/out_b644s1_16.out +53dc9267f73215add65144eb6d831ce66edd463085e5b47db60d06190cf992cc provenance/logs/S3FLAT/out_b644s1_17.out +7f3aebfbfe486832415255ab506dfb647f0888e5e0735e85211e8f193905031d provenance/logs/S3FLAT/out_b644s1_18.out +8f323eb9b25759bf160dd667c5258996575a831ac36690cd36d789948a1c0d32 provenance/logs/S3FLAT/out_b644s1_19.out +2b58993a15db90c515652773a431971173d9b02fc35c4b28e70855389ceb6e0c provenance/logs/S3FLAT/out_b644s1_2.out +91079c6e10be2d91ded7dceb335c663714a0c39a6d948e73d23db0112074a1cb provenance/logs/S3FLAT/out_b644s1_20.out +939efa50b69709364c30cff581a1d6be0b3798adff9d9a5f70a8742bc87b6a9a provenance/logs/S3FLAT/out_b644s1_21.out +499e25a0fc3705bc3bf494cae71086f4bd22bfc4465cab18dd333b50d3ba3536 provenance/logs/S3FLAT/out_b644s1_22.out +224dfd4d00795958bfef6942211c31727c90baddf71ee6edfc036ff1fa05e1d4 provenance/logs/S3FLAT/out_b644s1_23.out +f16702f2ccfb16043f97881d63f01e0f2ab5026e075a9898b8ee92becde54c8f provenance/logs/S3FLAT/out_b644s1_3.out +8f01075fcd385bd6c5c0d0bd745e1908258908e2913c3cd42aace413680f6d3f provenance/logs/S3FLAT/out_b644s1_4.out +5391578c7d877799e839d5b3dcb4c1fca6e593e378019aa89891a4425b20be2e provenance/logs/S3FLAT/out_b644s1_5.out +c92af57f16a32512da5f6a625fc43ea9df22247f42c7fe0ae6b49c59643a0bed provenance/logs/S3FLAT/out_b644s1_6.out +ce850159cf870f36ec24afb6db475c5e3fed1ae0956d2646417f10b4f39c8afe provenance/logs/S3FLAT/out_b644s1_7.out +8e2721c820db55423477972a0337883a594e351143bee9a4087f277e0e830853 provenance/logs/S3FLAT/out_b644s1_8.out +f1bed3bb78fb5784f226a8223cc145285a6ef149b44266055e40848c65e21453 provenance/logs/S3FLAT/out_b644s1_9.out +d6d640fc26a028874a2cad165bc408ef162046286f131cb7fd88bfcffc5a56f5 provenance/logs/S3FLAT/out_b654s1_0.out +1f802f994be0ddf08b187afac1b050f22c48d089903a82849f50f3b542d99da7 provenance/logs/S3FLAT/out_b654s1_1.out +08e12af824dc9d235825f64d3e65f9535017895ba02d3c521dfa973aed937761 provenance/logs/S3FLAT/out_b654s1_10.out +217a63edd2be1b0cd31c2de80cffc8643d7ddcdeb4b80afea328b1a2cc93e775 provenance/logs/S3FLAT/out_b654s1_11.out +e6a2f3bcf6de4aa62e8bf228a3175ea02331bce33a661439f7ce0228b3e388a8 provenance/logs/S3FLAT/out_b654s1_12.out +d325a4fbea87e642db174b788d924af3809939f666e953688758d5422d547e37 provenance/logs/S3FLAT/out_b654s1_13.out +ba776ad1a195298ff540540c8edfcaa2181d62f101dd18b3dc98f695be4c7576 provenance/logs/S3FLAT/out_b654s1_14.out +ca3d3c9d6985c3a1a46fd8fc9433e532b5424564fc36183f4cf5cdb5d822ecd2 provenance/logs/S3FLAT/out_b654s1_15.out +e0b8c6ce867486f93effcea6b6b2f884e92bbc36ae7f2604acb642e6cd9073dc provenance/logs/S3FLAT/out_b654s1_16.out +1a9643ae247a609b89f92d35c2452e16543507d0e3fa798189129bfea9828470 provenance/logs/S3FLAT/out_b654s1_17.out +41277696d7b1579a5acc6429d78aae1997af624bf56b9df980028eb382478da7 provenance/logs/S3FLAT/out_b654s1_18.out +465b38ff30831404c1de04f8ace5707c6cddf134fee803d09a20ec31daedf08b provenance/logs/S3FLAT/out_b654s1_19.out +4313ee952c0629f28b1cc543ffda356e23f2c831fcb8587ffce9dbf1120b6536 provenance/logs/S3FLAT/out_b654s1_2.out +2808c8be2f5d6697f71cc401137c2d56af7ef769b3c14e041d2d39dfd05b5b35 provenance/logs/S3FLAT/out_b654s1_20.out +b63d42f9b727f3cc36225ebf4ab3bfad7d7042c1f6f658f4738e7e82b49cf7ca provenance/logs/S3FLAT/out_b654s1_21.out +3a750309ef499e0cc00efadb3617e3ed5e5d29bb82baa4c3b011f13d0012c2c7 provenance/logs/S3FLAT/out_b654s1_22.out +b8141f58a7d688b961638b90717eac22cbcd5a9ef1e4f49fc03538a124c79852 provenance/logs/S3FLAT/out_b654s1_23.out +89e7fd6dc891acbb0d40805fbe5364977a91d0cadcf8b64779ea4282b614bb43 provenance/logs/S3FLAT/out_b654s1_3.out +fc6ce721789349581290f676089fa0832fd56cfa21b8e72d80b8888078fbbd0b provenance/logs/S3FLAT/out_b654s1_4.out +33adf61d0818d7b9f336842357ffb5bd15699a7372fb55a60c3daad6879e15cc provenance/logs/S3FLAT/out_b654s1_5.out +9239017ea3a1c37f19611ca00d1ca08ffdf15bac2d93f63d4cd325ca69f1362b provenance/logs/S3FLAT/out_b654s1_6.out +a6629203939978d419d15e58c63cfe9c3760943d0ce0fab00ca1d6753f45b88c provenance/logs/S3FLAT/out_b654s1_7.out +8ef0602b1da4389bc5ead78c92f7c220498b4e5b6a5bc85113f10384d3efec0d provenance/logs/S3FLAT/out_b654s1_8.out +0e2274f51bc91fb78100808bf0441c6ae8e9a75a0d0fd53e4a71e0c9d2fa812c provenance/logs/S3FLAT/out_b654s1_9.out +138f896b1f5c3e951b5ce1321ca5834f6922a0f04057731ee3e05fa833a05a85 provenance/logs/S3FLAT/summ.sh +47f8fe6aec7566ce156a73526a6a4ee1a4afb15567b314853d8d3135ea0ad050 provenance/logs/SIX/indep_m0.out +ff8db09fad8c4ae60d49bd9f23f4a6fc09fb5571eb65d46daa901e8ab3060a57 provenance/logs/SIX/indep_m1_c0.out +227da1960e4299037c023f3222d834b64c2d5bff41860f8e92f0dd5b8daefb25 provenance/logs/SIX/indep_m1_c1.out +eb4536ca0eb3b98b9cec3ef2510467b8c24e24ec4908ec7518b2672b24bbfb92 provenance/logs/SIX/indep_m1_c2.out +ee1b24e5169820cd4264d5f5092626b876bb06fd537c12bce1b315676a918469 provenance/logs/SIX/indep_m1_c3.out +54f000ba729fd47f98307888f18639daa86687ddddae93c8050506f94e23d1db provenance/logs/SIX/indep_m1_c4.out +e8e518677dd9ec74ccad3d5d0ee9676dcede9a6cfa5f9b61f8dd124230effd37 provenance/logs/SIX/indep_m1_c5.out +476ba3735d9c1b8cfb19f97ee37a04dd072c80eed0626d5ab8aa6ab6f2d2c111 provenance/logs/SIX/r_664.out +913560c826e2bd1d6f825b24a57ae283610779a8bcaa145e27ca648e2f9d2eb0 provenance/logs/SIX/s66_m0.out +7ced977f582c930a6e298bd49097baff2faa0d0bc8d676499a214751c0bd6c7c provenance/logs/SIX/s66_m1.out +cddca7712a41e3f135d2fe6cbfe15672f9d574a5772f43c0b66b24491ac03edd provenance/logs/SIX/x_660.out +707530f03d81fc8764ac4cd66f9f7ffe762305823e99714953f4cd8c2e2f6857 provenance/logs/SIX/y_662.out +38d208ec8746df8f6ce4f507f23ef7d67d2b93a73b948d3c6ae5ed9fc1281db7 provenance/logs/SIX/y_664.out +621b9cf153ebf5ea52c0029ad936dcdb6581d4e0e2d03d5d0478eeacc79308e2 provenance/logs/SIX/y_740.out +4669d878786e4b5b755816d10715ae3e736c9221ebe7b94c1265d6818df10b0c provenance/logs/SPANCOVER/664s0t5_0.out +a4dfed51b1ef415a75cc634d1a14b6dd0e24d7395c383b1089729125a1444f50 provenance/logs/SPANCOVER/664s0t5_1.out +a9e0c66dbac1b6529e200f4a14ba96684c20cb063a0c07290afca20d04891827 provenance/logs/SPANCOVER/664s0t5_10.out +4b80754d729c461ab61a5198b16d136877a54d18ae26de76e14c1e7c694e6288 provenance/logs/SPANCOVER/664s0t5_11.out +a5e941e67b9baa078f9031d6accb27f8b107a224e859cea42652326bb79d8d2f provenance/logs/SPANCOVER/664s0t5_12.out +2875292f8e642a1d9bc996e8592f6953a5add364f8fff7dc9200369f662560c9 provenance/logs/SPANCOVER/664s0t5_13.out +9d626ea6c84ce0c7691711810b97086e8a5d37d7b032cb06fc9c29274ef5d1d1 provenance/logs/SPANCOVER/664s0t5_14.out +7fc830a409d995ba94851336239acd73bdc70a54cf5990793582850813228cc1 provenance/logs/SPANCOVER/664s0t5_15.out +ee2999f97e032ff28d50b1fb9166d808b9e66cd012dbcec682cbf2b36b90bc57 provenance/logs/SPANCOVER/664s0t5_16.out +96f90a9a8c5232608d6a4a83a27eb8c0af0b76d932cea433cbd8f5f6e0d8920b provenance/logs/SPANCOVER/664s0t5_17.out +91180511db2f8710f3136087f638089098f07e65d6d4780315f455f76a66b0ff provenance/logs/SPANCOVER/664s0t5_18.out +33e2424b5f27a562278ccb515aa2e9ae256d454e181d557b16e7012e29c25a84 provenance/logs/SPANCOVER/664s0t5_19.out +548f5427da51c656a64ce30eabae3756ecee00862a27cf423aa58ec82452db68 provenance/logs/SPANCOVER/664s0t5_2.out +bc2a081e4e3cf81849c45f9401af1ea436b26276984f6fd53336b379d2643bd0 provenance/logs/SPANCOVER/664s0t5_20.out +9995364a493fb6021042bd478d9abb8c0f2c26a93b73af6bdbe5caece6029d34 provenance/logs/SPANCOVER/664s0t5_21.out +73fa355575ad53783bfadfd8776d62cf2c055934bdf5f60142d6115c51f3841f provenance/logs/SPANCOVER/664s0t5_22.out +af2ce3dcc80d5c9b5a357ab55b0d2776812ca0e5dce8e9265671178f0b015345 provenance/logs/SPANCOVER/664s0t5_23.out +15ddec1dac7a5702f05b77b65ad3c37063283e76676c8ad603084353dae6a0c3 provenance/logs/SPANCOVER/664s0t5_24.out +f5358b52a589ad89c4503c68bfe2e9023f867bc85aa7b3f8dc0c01a4461d78b3 provenance/logs/SPANCOVER/664s0t5_25.out +da22a566533aacb64d41a1d021e6a6865f3b5dd43d99fa38f06715a737c23f54 provenance/logs/SPANCOVER/664s0t5_26.out +2cb5ce9883f564e2b7df3aaf93ac12218fda7ca9266f25eb0264e9f54586d266 provenance/logs/SPANCOVER/664s0t5_27.out +435d322cd52eb5726b950b2447a27d6e20d6785fc15cb21e98e7833b2f54bef5 provenance/logs/SPANCOVER/664s0t5_28.out +ebd65d9166322ea63c7b9f4f6dcc4b3893e4100d02f214bd2b06b9509312a2c7 provenance/logs/SPANCOVER/664s0t5_29.out +91e82be3fc2bc583d397136d4af2797ae22109220bde696160b5338f9239d2e2 provenance/logs/SPANCOVER/664s0t5_3.out +3bcb8e9b84b7f6169cb70a197f1fbb5569d37ea5d992847321a35876bfcd3198 provenance/logs/SPANCOVER/664s0t5_30.out +d92b27ef930cdebbc3cff09163d4b293e3c382c8824d3cb89d6d16044a5daceb provenance/logs/SPANCOVER/664s0t5_31.out +e4dfe00273e74760677edc37b39f88605335c49401877d48c05104955115dfff provenance/logs/SPANCOVER/664s0t5_32.out +ed6de4c08f2387b9680f2b5be5debef193e4b9b60f6fc5f7f2196122c5636c61 provenance/logs/SPANCOVER/664s0t5_33.out +88d1435e664faa350598b8c380202b348881a07eae6028752db6ea3e8d63572d provenance/logs/SPANCOVER/664s0t5_34.out +254b496bf708ca33faa8d4f6889150a6e8ba0f2358c26c3d69bb3ebb1651aa04 provenance/logs/SPANCOVER/664s0t5_35.out +27043e025d726fca5e8e4b8f8ca86a7b45162cb1f2480ab58b7a979e86ccf7c3 provenance/logs/SPANCOVER/664s0t5_36.out +96b5cc8685669f4950ebf1d29f8a2d17a823cb6b5f29c2f5889e6b0e26887a18 provenance/logs/SPANCOVER/664s0t5_37.out +7b01248661ef06d3a7bf1e336319114b41d6e5975e2dc7560343ef62bbcfe54a provenance/logs/SPANCOVER/664s0t5_38.out +c673dd5f90f550137288e8e466cdd08920f560ee92e3bab8a6716537694873c7 provenance/logs/SPANCOVER/664s0t5_39.out +37134b5a19c52fce6b59c5e454d9a70969352e8d7da334eeffc004e47f09f8df provenance/logs/SPANCOVER/664s0t5_4.out +1ad1d4897057d58a5501183265e3fe3576fd8f4750bf874ab99247734a60a782 provenance/logs/SPANCOVER/664s0t5_40.out +db17a52265bd8e320776398bf9c189ea5af4c91efcc1603e9c073d56795bbd40 provenance/logs/SPANCOVER/664s0t5_41.out +d04703e66b9c7a08526c24d330831ef65a6c2fba216d856628e38c99ed0196af provenance/logs/SPANCOVER/664s0t5_42.out +2629b1ccb34d317c8b3dfd4c320c9c1b099e2ad32c4ec3a5a7157c41cc796cd6 provenance/logs/SPANCOVER/664s0t5_43.out +74deeb64ecf1943f97e9777d0da4a845e7ca715fb799d31ef1bcfb6d67fb0274 provenance/logs/SPANCOVER/664s0t5_44.out +c425fc026a51184d70a00309b070f6e6dd6a9b2df7b012bf19fe21b0f49d32b2 provenance/logs/SPANCOVER/664s0t5_45.out +a29fa3b56f88e14b76d78bb82f85516b47f8f2c7efc9ed389c0c88f092054298 provenance/logs/SPANCOVER/664s0t5_46.out +d814e567aa4b9439cfbceca81c47bbfaed97e04bb20dc9feeaed2c2346bd8798 provenance/logs/SPANCOVER/664s0t5_47.out +ec21eacbe983a5ede77dfa4621b0a81a5e60fda2e31125f2499ad9a3e0ec8466 provenance/logs/SPANCOVER/664s0t5_5.out +de9615da0ee9efdc702bda223afe0c5e7fc43d766da25a3d729642c5bf10ae1b provenance/logs/SPANCOVER/664s0t5_6.out +6f0b9acb345d9bb517e2dcd9db5a153920f8040ecbd34cda8c72cbd7d34b5737 provenance/logs/SPANCOVER/664s0t5_7.out +19f8ff3733722477de926676ddfa157a19d8d27c8281531c343dd2ba451dac35 provenance/logs/SPANCOVER/664s0t5_8.out +9f99e862a32add10be84e4f1ffa8a3d7f169e526d21c6bd9c5b19c16450ee6ef provenance/logs/SPANCOVER/664s0t5_9.out +7d645706f7d95ddc379821032e2ea6323dba50ea60742cd95fd4f33a08308ee9 provenance/logs/SPANCOVER/664s0t6_0.out +d74a68da18c4e10e0e44e15e71bfbb306696006264fe5c21e81a3b1a5c98b488 provenance/logs/SPANCOVER/664s0t6_1.out +516c0fc852e1a3538549b48acabc818ab2b14fd4bf67d83514947b032c2e4075 provenance/logs/SPANCOVER/664s0t6_10.out +abbfcc4df3e9103f9faa210e45031b01a956ae3e5d5991961f6dff747057bab9 provenance/logs/SPANCOVER/664s0t6_11.out +972ba72e1d936c62120fc7070c6b0d8de7672619e4a450ea51040ac7a0986a1d provenance/logs/SPANCOVER/664s0t6_12.out +47e31006c45cf2490a501c4a190e4ba45d0000a7f797523ee426962b3914655b provenance/logs/SPANCOVER/664s0t6_13.out +4f7b96573c3571628f4a4d659e9c5cc961bb80c2341274af48b8000da81fd205 provenance/logs/SPANCOVER/664s0t6_14.out +a8ca58bad12d0611a0abad802c15c1906ee130fd73702d368625527ebd0ff2aa provenance/logs/SPANCOVER/664s0t6_15.out +7e4b8fbf0c89e04985cd9894f3a2704e195217c292f1c3ddf6a43ccef26cf6d5 provenance/logs/SPANCOVER/664s0t6_16.out +e21b8b927fa872e15560e6c610195358fec113ca79cd4ac9d527840044681893 provenance/logs/SPANCOVER/664s0t6_17.out +865750c2a8a9297c053090cb180b480346eeed5f70a5417f8421f5a250efc68d provenance/logs/SPANCOVER/664s0t6_18.out +499b36951409c48989249b297942180bbc728428cbd775625df7a497c30ec913 provenance/logs/SPANCOVER/664s0t6_19.out +c258cfd7af2b33ac87b0dc0b1f19637cc7771be34f4c43c439aafbe51146d3b1 provenance/logs/SPANCOVER/664s0t6_2.out +acff2971b7abcb3330ba89e7a33bf42aa7538337e00ec8c4b0fe3f6e0440f5e3 provenance/logs/SPANCOVER/664s0t6_20.out +c7bd8ea2c4a136d2113bfbfd042968e20983bfde5fc675989b6f4ed50a61be96 provenance/logs/SPANCOVER/664s0t6_21.out +491ced44081f28a6fb3b696a7616c871c4ff64eb7e0b3e83c7fa03cca344cbee provenance/logs/SPANCOVER/664s0t6_22.out +48f83c9eaa46e9e7b7bd948c8a7551f9168af10be909b6da6befbb7286dd02ea provenance/logs/SPANCOVER/664s0t6_23.out +13a527e4415a3fc4a6293a1be3e99899bf67055fb06b574ccd57f41461fbe53b provenance/logs/SPANCOVER/664s0t6_24.out +c50690af7c04cc20db6e0bc5a34c8ae7cce6e7c734786f040916a77810d5e9fe provenance/logs/SPANCOVER/664s0t6_25.out +50199d49adc3ffbc086d7014395260d408f711bebf4ec93df4df54e0871e601f provenance/logs/SPANCOVER/664s0t6_26.out +5edfb3d0cf570c30922e1991a935a5a03c01f174b72caba3cf701883fa21e54b provenance/logs/SPANCOVER/664s0t6_27.out +e68aa8a3b95641167598068b75dc6286d211086628c8822d4cf942d089493692 provenance/logs/SPANCOVER/664s0t6_28.out +e786a3198d99145255c618cbb8f97a7129d8140ea76101fe7d5ffe264158b068 provenance/logs/SPANCOVER/664s0t6_29.out +30d44d88b87ddbfd72480393bfd12b3cb334b2aeb7f7c337ae7af5012ee42b0f provenance/logs/SPANCOVER/664s0t6_3.out +3efa3110398dc8dc54bf2604738ee787215b1d226d63ba120ed1a7b3e55c7538 provenance/logs/SPANCOVER/664s0t6_30.out +16b1c24b6be738229c25dcdfd43c23921fc00c6dc6b14dca771ba922ae7f0fa8 provenance/logs/SPANCOVER/664s0t6_31.out +7a32b57840db4469f88ba912183a7e73473a8b92dfed019200ebb8c58fdcc7c1 provenance/logs/SPANCOVER/664s0t6_32.out +b141a339ee0664e9c779674ef9e802be95f2bef9e66c51530bb7124560bf2363 provenance/logs/SPANCOVER/664s0t6_33.out +c5472d26b7bbbdfaf5b1eec7654b8b9b56bf1e0e0097379523efba6208bb0f05 provenance/logs/SPANCOVER/664s0t6_34.out +0cdcbf4c0871ecc7caae0267008ddf45d61479dd246fae21547b1a7cef89c532 provenance/logs/SPANCOVER/664s0t6_35.out +ae54232909a14f416c3026363e1c684b70fe5e5e71b4c965d6c76f7bb0966c1c provenance/logs/SPANCOVER/664s0t6_36.out +38913144a20af2bbd80abe84166de6d20f6f1b9bac33c1f998fe62fdb850e463 provenance/logs/SPANCOVER/664s0t6_37.out +24ca587feb8ee02c987127c41d6929419416a500ad3945713015940713df91de provenance/logs/SPANCOVER/664s0t6_38.out +120e5e8b8272c8f615bec82b11ee8321f08dc969641a6a1c905691e917bc0d1f provenance/logs/SPANCOVER/664s0t6_39.out +6f266cdf7ac3fbabd5eca605ce1ff23bac8095db7f996ea42cc905dba179e33e provenance/logs/SPANCOVER/664s0t6_4.out +de82c467a2fa2df7c155de69bb0d121f15297654c5f3882ddcc00b680cab4089 provenance/logs/SPANCOVER/664s0t6_40.out +892b3d8219977453f291900561b8cddd90b82a19b3b0bc0bb31a5fcb2a742f1e provenance/logs/SPANCOVER/664s0t6_41.out +8a6ab241fe0f8a2fbe8ab068a956f9f4c34f023ed07ae581a71cf750c73b4f02 provenance/logs/SPANCOVER/664s0t6_42.out +920e512e0faef940249c4add7943a0f5c5ba82bb62942004d5540519794a1b33 provenance/logs/SPANCOVER/664s0t6_43.out +27b33fba5066ca82281c0e863f5ad8b4a7196dc9dd3dd0bdf9b88cb071878a3b provenance/logs/SPANCOVER/664s0t6_44.out +2cecaa15cb06bd5b67564634b3dc97215e0bdf1f91812bf36434bc97dd12e745 provenance/logs/SPANCOVER/664s0t6_45.out +745182bf2c04af8111728ab05db363030247bac791c731e9c93058f6718ccf54 provenance/logs/SPANCOVER/664s0t6_46.out +6f47bce0fd60b10abdd1aa24c3f3e3b5c2b852f5e3483ab87be9d263ffe6b4f4 provenance/logs/SPANCOVER/664s0t6_47.out +4ec2c819e68a923635586a1df1084f8b0e66ec94414f791631d6f4deb3d727b6 provenance/logs/SPANCOVER/664s0t6_5.out +32cca5854dd85ed8ba1194e78422bf7a327cc465a2913e2387bd3663b1fa0114 provenance/logs/SPANCOVER/664s0t6_6.out +0a75ab96dcd24b36840384d8edc52ce635f62e620bd15d0ffef9703a0c2eeb19 provenance/logs/SPANCOVER/664s0t6_7.out +9cbca97384200a089e3503cf8371ae794d2cd00b04803cd93bea4a12ef96e921 provenance/logs/SPANCOVER/664s0t6_8.out +18eb05e4b032a2eeb47d178b93ae79ef69cb70d9f72f05b30c7cb4f197bf4a2b provenance/logs/SPANCOVER/664s0t6_9.out +a9a94985c8f3a176b7e2aa1ad8dda1798767ff1b8912404a2ceadd06b91b04cc provenance/reproduce.sh +e86b7b044e23d9c69464f8bb6deb5e2bd6fdecde5f2c1a944100a10c6b21cbb4 provenance/SPANFACTS.md diff --git a/research/one-sided-residue-closures/README.md b/research/one-sided-residue-closures/README.md index e8d1d9c868..f59ffdc718 100644 --- a/research/one-sided-residue-closures/README.md +++ b/research/one-sided-residue-closures/README.md @@ -66,6 +66,9 @@ Setting (`T`-level, no scenario): `λ: T → T/D ≅ K^e`, `M` the matroid of ` `data/rows_input.csv` is the **input** list of the 603 `(d, multiset)` cells with `d ≥ 4`, slack `s = Σ w − 8d ∈ {4,5,6,7}`, produced by the earlier enumeration (necessary conditions of #2816 and the Basis-Lemma kills of #2826/#2862); `verify.sh` checks that rows are distinct and well formed but does not re-derive the list. `data/ledger_consolidated.csv` has one line per row: `audit_status` (`KILLED` / `KILLED(prior-only)` / `OPEN`), the source(s) (`killed_by`) and the certificates (RRC: scenario, `K0`, `j`, family size or `IMM K`; Lemma P: lemma, `S`, `e′`, `m`). A row is `KILLED` iff some `[audited]` source kills it. +Provenance of `rows_input.csv`: see `provenance/` (generator `land7.py`, dominance filter, `SPANFACTS.md`, logs; `bash provenance/reproduce.sh`). +This is an attachment only; it changes no claim. + | slack | rows | KILLED | KILLED(prior-only) | OPEN | |---|---|---|---|---| | 4 | 4 | 4 | 0 | 0 | diff --git a/research/one-sided-residue-closures/provenance/SPANFACTS.md b/research/one-sided-residue-closures/provenance/SPANFACTS.md new file mode 100644 index 0000000000..e4558f2f46 --- /dev/null +++ b/research/one-sided-residue-closures/provenance/SPANFACTS.md @@ -0,0 +1,21 @@ +# The eight span facts used by the dominance filter + +Provenance attachment for `data/rows_input.csv`; it changes no claim. Each fact has the form "for the configuration (flat dimensions) + s free lines, in the P112 / E8 model, every admissible set of qualifying directions has span at most S" (`CONF` in `dominance_filter.py`: `(dims, s, S)`). A row of `generator/land7.out` is dropped when some Basis-Lemma set of e pieces (total support < 53) fits into a configuration with S <= d-1. The logs are in `logs/` (absolute paths stripped from the `OVERALL` lines; otherwise verbatim). Where `OVERALL` lines are quoted, "max real rank" or "max span" is the S of the fact. + +| # | fact (dims, s, span) | run | implementation count | shipped log | +|---|---|---|---|---| +| 1 | (6,6)+1 <= 3 | Lemma S66+t: `s66.c` mode 1 (direction list |Off|<=77); per-direction free line | double: `s66.c` and independent Python `indep.py` mode 1 (6 chunks, all 159 reps) | `logs/SIX/s66_m1.out` (max real rank 3, 0 rank-8 pairs); `logs/SIX/indep_m1_c0..c5.out` (max real rank 3) | +| 2 | (6,6)+2 <= 4 | `y_662`: `s6y` on `data80.txt`, dims 6 6, s=2, lim 78 | single | `logs/SIX/y_662.out` (max real rank 4) | +| 3 | (6,6,3) s0 <= 4 | `y_664` (relaxed (6,6)+4 lines, lim 80: span 8 on 6 pairs only) then `r_664` (exact third-flat refinement of those pairs) | single | `logs/SIX/y_664.out`, `logs/SIX/r_664.out` (REFINE max exact rank 4) | +| 4 | (7,4) s0 <= 4 | `y_740` (`s6y data80.txt 7 4 0 80`) | single | `logs/SIX/y_740.out` (max real rank 4) | +| 5 | (7,5) s0 <= 4 | `y_750` (`s6y 7 5 0 80`, run by the MS3c card); direction list extended to |Off|<=88 with no qualifying new direction | single | `logs/MS3c/y_750.out` (max real rank 4); `logs/DIRX/p1_y750.out` (|Off|<=88 pass, 0 surviving pairs) | +| 6 | (6,6,4) s0 <= 5 | `s3f` target 8, all 159 reps, 70.0M pairs: MAX SPAN 5; re-run on the |Off|<=88 list at target 6 (pass) and target 5 (crack), so the span is exactly 5 | single (`s3f`, `s3y`; Python brute-force recheck on 11 pairs of the (6,6,2) case only) | `logs/S3FLAT/out_a664s0_*.out` (aggregate with `bash logs/S3FLAT/summ.sh a664s0` from `logs/S3FLAT`); `logs/SPANCOVER/664s0t6_*.out` (pass), `664s0t5_*.out` (one crack) | +| 7 | (6,5,4)+1 <= 4 | `s3f` target 8, per-h relaxed, all 159 reps, 455.8M pairs, MAX SPAN 4 | single | `logs/S3FLAT/out_b654s1_*.out` | +| 8 | (6,4,4)+1 <= 4 | `s3f` target 8, per-h relaxed, all 159 reps, 271.6M pairs, MAX SPAN 4 | single | `logs/S3FLAT/out_b644s1_*.out` | + +Notes and caveats, stated as in the source cards. +- Only fact 1 is double-implemented. Facts 2-8 are single-implementation runs. +- A run at target 8 proves only "span <= 7" in general; the stated bounds 4 and 5 are the maximum spans the runs actually reported (facts 6 pass/crack at lower targets confirm 5). The filter uses a fact for a row only when S <= d-1. +- Direction lists: facts 1-4, 7, 8 are within their needed |Off| bound on the |Off|<=80 list; facts 5 and 6 need |Off|<=84 and were closed by the |Off|<=88 pass (`logs/DIRX/p1_y750.out`, and the 664s0 pass `logs/SPANCOVER/664s0t6_*.out`, which uses the |Off|<=88 list `data88.txt`). The `DIRX` pass for (6,6,4) s0 at target 8 (70,064,678 pairs, 0 hits) is recorded only in the DIRX card notes, not as a separate shipped log; the target-6 SPANCOVER run on the same list is shipped. +- Direction lists (`data80.txt`, `data88.txt`) and the C sources (`s6y`, `s3f`, `s3x`, `s3y`) are not shipped here; the logs are the recorded outputs, not rerunnable from this attachment. +- Logs not found: none of the eight facts lacks a log. The `x_660`/`s66_m0`/`indep_m0` logs (S66, no free line) are included as extra context for fact 1; `logs/SIX/indep_m1.out` (a first, unfinished single-process run) is replaced by its six chunk logs. diff --git a/research/one-sided-residue-closures/provenance/check_rows.py b/research/one-sided-residue-closures/provenance/check_rows.py new file mode 100644 index 0000000000..df133e49d7 --- /dev/null +++ b/research/one-sided-residue-closures/provenance/check_rows.py @@ -0,0 +1,12 @@ +# multiset comparison: d>=4 rows of open_rows.json vs ../data/rows_input.csv +import csv, json, sys, os +from collections import Counter +HERE = os.path.dirname(os.path.abspath(__file__)) +L = json.load(open(sys.argv[1])) +a = Counter((d, k, tuple(sorted(ws, reverse=True)), e) for d, k, ws, e in L if d >= 4) +b = Counter((int(r['d']), int(r['slack']), tuple(sorted(eval(r['weights']), reverse=True)), int(r['e'])) + for r in csv.DictReader(open(os.path.join(HERE, '..', 'data', 'rows_input.csv')))) +print('filter d>=4 survivors:', sum(a.values()), ' rows_input.csv rows:', sum(b.values())) +if a == b: print('PASS d>=4 survivors of the dominance filter equal rows_input.csv (multiset)') +else: + print('FAIL only in filter:', list((a-b).items())[:5], ' only in csv:', list((b-a).items())[:5]); sys.exit(1) diff --git a/research/one-sided-residue-closures/provenance/dominance_filter.py b/research/one-sided-residue-closures/provenance/dominance_filter.py new file mode 100644 index 0000000000..4fb52aa252 --- /dev/null +++ b/research/one-sided-residue-closures/provenance/dominance_filter.py @@ -0,0 +1,38 @@ +# Dominance filter: applies the eight span facts (CONF) to the slack<=7 survivor lists in generator/land7.out +# (Lemma B: a basis of e pieces with total support < 53 whose pieces fit into the flats/free lines of a config with span <= d-1 kills the row). +# usage: python3 dominance_filter.py [land7.out] -> prints " " and writes the open rows as open_rows.json +import re, itertools, sys, json, os +HERE = os.path.dirname(os.path.abspath(__file__)) +g = {1:1, 2:2, 3:4, 4:8, 5:12, 6:20, 7:36} +# (flat dimensions, free lines, proven span bound): see SPANFACTS.md +CONF = [((6,6),1,3), ((6,6),2,4), ((6,6,3),0,4), ((7,4),0,4), ((7,5),0,4), ((6,6,4),0,5), ((6,5,4),1,4), ((6,4,4),1,4)] +def fits(B, dims, s): + B = sorted(B, reverse=True); n = len(B); k = len(dims) + def rec(i, cap, free): + if i == n: return True + w = B[i] + for j in range(k): + if cap[j] >= w: + cap[j] -= w + if rec(i+1, cap, free): cap[j] += w; return True + cap[j] += w + if g[w] <= free and rec(i+1, cap, free-g[w]): return True + return False + return rec(0, list(dims), s) +def killer(ws, d, e): + for B in set(itertools.combinations(sorted(ws), e)): + if sum(g[w] for w in B) >= 53: continue + for dims, s, span in CONF: + if span <= d-1 and fits(B, dims, s): return 1 + return None +def main(path): + rows = [] + for l in open(path): + m = re.match(r'd (\d) slack (\d) (\{.*?\}) (\[.*\])', l.strip()) + if not m: continue + d = int(m.group(1)); k = int(m.group(2)) + for (kk, ws, e) in eval(m.group(4)): rows.append((d, k, ws, e)) + L = [r for r in rows if not killer(r[2], r[0], r[3])] + print(len(rows), len(L)) + json.dump(L, open(os.path.join(os.environ.get('OUT', '.'), 'open_rows.json'), 'w')) +main(sys.argv[1] if len(sys.argv) > 1 else os.path.join(HERE, 'generator', 'land7.out')) diff --git a/research/one-sided-residue-closures/provenance/generator/dpX.py b/research/one-sided-residue-closures/provenance/generator/dpX.py new file mode 100644 index 0000000000..725cd30847 --- /dev/null +++ b/research/one-sided-residue-closures/provenance/generator/dpX.py @@ -0,0 +1,48 @@ +# X_I = P112 ∪ {f_i : i∈I}: need eps-free cost(X_I) >= 64+|I|. Peel at 7: cost >= cost(T7) + 8(8-d). +# DP constraints (dp3 P112, all transfer to X_I since every X_I target contains the P112 target; NL=112+|I|): +# then symmetric LP (NL lines, E8 N_u, g) on survivors. +import sys +from symlp import lp +from collections import Counter +g={1:1,2:2,3:4,4:8,5:12,6:20,7:36}; G={1:1,2:2,3:4,4:8,5:12,6:20,7:32} +N={0:0,1:1,2:3,3:6,4:12,5:20,6:36} +def k1(ws): + W=sum(ws); sG=sum(G[w] for w in ws); sg=sum(g[w] for w in ws) + nf= W>=14 and sG>=56 + nr= W>=15 and sG>=53 and len(ws)>=3 and not (len(ws)==3 and max(ws)<=6) + no= W>=14 and sg>=70 + return nf or nr or no +def ok(ws,d,NL): + a=len(ws) + if a=2 and a=target: return + if i==len(Ws): + ws=sorted([w for w in Ws for _ in range(cnt[w])],reverse=True) + if ok(ws,d,NL): out.append((wt,ws)) + return + w=Ws[i] + for c in range(0,(target-wt)//w+1): + cnt[w]=c; rec(i+1,cnt,wt+c*w) + cnt[w]=0 + rec(0,{w:0 for w in Ws},0); return out +NE8=[0,1,3,6,12,20,36,63] +for I in [int(x) for x in sys.argv[1].split(',')]: + NL=112+I + for d in range(1,9): + surv=enum(d,8*d+I,NL) + need=NL-NE8[8-d] if d<8 else NL + bad=[] + for wt,ws in surv: + val,bd=lp(Counter(ws),codim=8-d,NL=NL) + if bd>=need: bad.append((wt,ws,round(val,2))) + print(f'I={I} d={d} DP-survivors={len(surv)} LP-survivors={len(bad)}',bad[:6],flush=True) diff --git a/research/one-sided-residue-closures/provenance/generator/land7.py b/research/one-sided-residue-closures/provenance/generator/land7.py new file mode 100644 index 0000000000..b88110d7dd --- /dev/null +++ b/research/one-sided-residue-closures/provenance/generator/land7.py @@ -0,0 +1,45 @@ +# usage: python3 land7.py 7 > land7.out (needs numpy, scipy; about 6 min) +# slack-k landscape (P112, eps-free T-level): DP (dpX ok, NL=112) -> symmetric LP -> Basis-kill (S66+t) -> Pencil -> e=2 triple rule +import sys, itertools +import os; HERE=os.path.dirname(os.path.abspath(__file__)); sys.path.insert(0,HERE) +src=open(os.path.join(HERE,'dpX.py')).read().split("NE8=[0,1,3,6,12,20,36,63]")[0] +exec(src) +from symlp import lp +from math import comb +NE8=[0,1,3,6,12,20,36,63] +gg={1:1,2:2,3:4,4:8,5:12,6:20,7:36} +K=int(sys.argv[1]) +def packable(sub): + # sub: e weights; two bins of capacity 6 (span of union <= sum of dims) plus at most one extra 1-piece + sub=list(sub) + opts=[sub] + if 1 in sub: + s2=list(sub); s2.remove(1); opts.append(s2) + for s in opts: + n=len(s) + for mask in range(1<>i&1); b=sum(s)-a + if a<=6 and b<=6: return True + return False +def basis_kill(ws,d,e): + if d<4: return False + for sub in set(itertools.combinations(sorted(ws),e)): + if packable(sub): return True + return False +for d in range(1,9): + surv=enum(d,8*d+K+1,112); need=112-(NE8[8-d] if d<8 else 0) + from collections import Counter as Cn + tally=Cn(); left=[] + for wt,ws in surv: + k=wt-8*d + if k<0: continue + val,bd=lp(Counter(ws),codim=8-d,NL=112) + if bd=3 and e>=2 and sum(gg[w] for w in anchors)<=4: tally[(k,'PENCIL')]+=1; continue + if e==2 and comb(sum(1 for w in ws if w<=6),3)>8: tally[(k,'E2TRIPLE')]+=1; continue + tally[(k,'SURV')]+=1; left.append((k,ws,e)) + for k in range(K+1): + print('d',d,'slack',k,{t:tally[(k,t)] for t in ('LP','BASIS','PENCIL','E2TRIPLE','SURV')},[x for x in left if x[0]==k],flush=True) diff --git a/research/one-sided-residue-closures/provenance/generator/symlp.py b/research/one-sided-residue-closures/provenance/generator/symlp.py new file mode 100644 index 0000000000..bc2fdce13a --- /dev/null +++ b/research/one-sided-residue-closures/provenance/generator/symlp.py @@ -0,0 +1,55 @@ +# Independent symmetric LP (OS-CHARGE2). For a multiset of piece weights (counts n_w), max #lines coverable: +# vars x_s (per-subset value, s = type vector), constraints: +# (a) for each nonzero type u: sum_{0=1} C(n_w-1,s_w-1) prod_{w'!=w} C(n_w',s_w') x_s <= g(w) +# objective sum_s prod C(n_w,s_w) x_s. Symmetrisation is exact (LP invariant under prod Sym(n_w)). +# Returns LP value and an EXACT rational upper bound from a repaired dual certificate. +import itertools, numpy as np +from math import comb, prod +from fractions import Fraction +from scipy.optimize import linprog +import scipy.sparse as sp +g={1:1,2:2,3:4,4:8,5:12,6:20,7:36,8:64} +NE8=[0,1,3,6,12,20,36,63,120] +def Nq(u,codim,NL): + k=u+codim + return NL if k>=8 else min(NE8[k],NL) +def lp(counts,codim=0,NL=112,exact=True): + ws=[w for w in sorted(counts) if counts[w]>0]; n=[counts[w] for w in ws] + types=[t for t in itertools.product(*[range(c+1) for c in n]) if any(t)] + idx={t:i for i,t in enumerate(types)} + obj=np.array([prod(comb(n[i],t[i]) for i in range(len(n))) for t in types],float) + rows=[];cols=[];vals=[];b=[];R=0 + subs={} + for u in types: + su=sum(u) + for s in itertools.product(*[range(x+1) for x in u]): + if not any(s): continue + rows.append(R);cols.append(idx[s]);vals.append(prod(comb(u[i],s[i]) for i in range(len(n)))) + b.append(Nq(su,codim,NL)); R+=1 + for i,w in enumerate(ws): + for s in types: + if s[i]>=1: + rows.append(R);cols.append(idx[s]);vals.append(comb(n[i]-1,s[i]-1)*prod(comb(n[k],s[k]) for k in range(len(n)) if k!=i)) + b.append(g[w]); R+=1 + A=sp.csr_matrix((vals,(rows,cols)),shape=(R,len(types))) + res=linprog(-obj,A_ub=A,b_ub=b,bounds=(0,None),method='highs') + val=-res.fun + if not exact: return val,None + y=np.maximum(-res.ineqlin.marginals,0) + yq=[Fraction(int(np.ceil(x*1e7)),10**7) for x in y] + # exact column check, repair with the full-type constraint (row index of types[-1] = all n, coef = obj) + Acoo=A.tocoo(); colsum=[Fraction(0)]*len(types) + for r,c,vv in zip(Acoo.row,Acoo.col,Acoo.data): colsum[c]+=yq[r]*int(round(vv)) + full=idx[tuple(n)] + tfix=max([Fraction(0)]+[(int(obj[c])-colsum[c])/int(obj[c]) for c in range(len(types))]) + yq[full]+=tfix + bound=sum(yq[r]*b[r] for r in range(R)) + return val,bound +if __name__=='__main__': + from collections import Counter + for p in [[7]+[6]*9,[7]+[6]*9+[1],[7,7]+[6]*8,[7]+[6]*9+[1,1],[7]+[6]*9+[2],[7,7]+[6]*8+[1],[7,7,7]+[6]*7]: + print(p,lp(Counter(p))) + print('d7',lp(Counter([7]+[6]*8),codim=1)) + print('CONTROL [8]^8 d=8:',lp(Counter([8]*8))) + print('CONTROL [8]^8 d=7 (need 111):',lp(Counter([8]*8),codim=1)) diff --git a/research/one-sided-residue-closures/provenance/logs/S3FLAT/summ.sh b/research/one-sided-residue-closures/provenance/logs/S3FLAT/summ.sh new file mode 100755 index 0000000000..c49c751dad --- /dev/null +++ b/research/one-sided-residue-closures/provenance/logs/S3FLAT/summ.sh @@ -0,0 +1,5 @@ +#!/bin/bash +# summ.sh tag : aggregate OVERALL lines +grep -h OVERALL out_$1_*.out | awk '{for(i=1;i<=NF;i++){ if($i=="pairs")p+=$(i+1); if($i=="surviving")s+=$(i+1); if($i=="leaves")l+=$(i+1); if($i=="overflow")o+=$(i+1); if($i=="span"){ if($(i+1)>m)m=$(i+1)} } n++} END{print "chunks",n,"pairs",p,"survpairs",s,"leaves",l,"overflow",o,"MAXSPAN",m}' +grep -h "^rep" out_$1_*.out | wc -l +grep -h CRACK out_$1_*.out | wc -l diff --git a/research/one-sided-residue-closures/provenance/reproduce.sh b/research/one-sided-residue-closures/provenance/reproduce.sh new file mode 100644 index 0000000000..fd51322908 --- /dev/null +++ b/research/one-sided-residue-closures/provenance/reproduce.sh @@ -0,0 +1,14 @@ +#!/usr/bin/env bash +# Provenance check for data/rows_input.csv. usage: bash provenance/reproduce.sh PYTHON=... FULL=1 (also reruns generator/land7.py, about 6 minutes, needs numpy+scipy) +set -uo pipefail +HERE=$(cd "$(dirname "$0")" && pwd); PY="${PYTHON:-python3}"; export PYTHONDONTWRITEBYTECODE=1 +OUT=$(mktemp -d "${TMPDIR:-/tmp}/prov.XXXXXX") +SRC="$HERE/generator/land7.out" +if [ "${FULL:-0}" = 1 ]; then + echo "== rerun land7.py 7 (about 6 min)"; "$PY" -B "$HERE/generator/land7.py" 7 > "$OUT/land7.out" || { echo "FAIL land7.py"; exit 1; } + cmp -s "$OUT/land7.out" "$HERE/generator/land7.out" && echo "PASS land7 rerun identical to recorded land7.out" || { echo "FAIL land7 rerun differs from recorded land7.out"; exit 1; } + SRC="$OUT/land7.out" +fi +echo "== dominance filter on $(basename "$SRC")" +OUT="$OUT" "$PY" -B "$HERE/dominance_filter.py" "$SRC" || { echo "FAIL filter"; exit 1; } +"$PY" -B "$HERE/check_rows.py" "$OUT/open_rows.json" From b07b0e3226bcbe32a90c1b43ab225c339086f7b5 Mon Sep 17 00:00:00 2001 From: DreamingOfClouds Date: Fri, 16 Oct 2026 16:38:04 -0500 Subject: [PATCH 3/3] Attach rerunnable proofs for all span-fact premises and covering runs; no claim changes Co-Authored-By: Claude Opus 5.5 --- .../MANIFEST.sha256 | 49 +++- .../one-sided-residue-closures/PROOF_MAP.md | 33 +++ .../evidence/verify_full_run.txt | 120 ++++++++++ .../provenance/SPANFACTS.md | 4 +- .../provenance/data/data88.txt.gz | Bin 0 -> 489305 bytes .../provenance/data/gens.txt | 12 + .../provenance/logs/REPLAY/replay_run.txt | 23 ++ .../provenance/logs/REPLAY/replay_summary.txt | 17 ++ .../provenance/replay_compare.py | 103 ++++++++ .../provenance/replay_spanfacts.sh | 81 +++++++ .../provenance/src/gen.py | 144 ++++++++++++ .../provenance/src/gen88.py | 144 ++++++++++++ .../provenance/src/indep.py | 222 ++++++++++++++++++ .../provenance/src/s3f.c | 134 +++++++++++ .../provenance/src/s3x.c | 135 +++++++++++ .../provenance/src/s3y.c | 135 +++++++++++ .../provenance/src/s3z.c | 135 +++++++++++ .../provenance/src/s4z.c | 185 +++++++++++++++ .../provenance/src/s66.c | 87 +++++++ .../provenance/src/s6x.c | 101 ++++++++ .../provenance/src/validate.sh | 18 ++ research/one-sided-residue-closures/verify.sh | 11 +- 22 files changed, 1884 insertions(+), 9 deletions(-) create mode 100644 research/one-sided-residue-closures/PROOF_MAP.md create mode 100644 research/one-sided-residue-closures/evidence/verify_full_run.txt create mode 100644 research/one-sided-residue-closures/provenance/data/data88.txt.gz create mode 100644 research/one-sided-residue-closures/provenance/data/gens.txt create mode 100644 research/one-sided-residue-closures/provenance/logs/REPLAY/replay_run.txt create mode 100644 research/one-sided-residue-closures/provenance/logs/REPLAY/replay_summary.txt create mode 100644 research/one-sided-residue-closures/provenance/replay_compare.py create mode 100644 research/one-sided-residue-closures/provenance/replay_spanfacts.sh create mode 100644 research/one-sided-residue-closures/provenance/src/gen.py create mode 100644 research/one-sided-residue-closures/provenance/src/gen88.py create mode 100644 research/one-sided-residue-closures/provenance/src/indep.py create mode 100644 research/one-sided-residue-closures/provenance/src/s3f.c create mode 100644 research/one-sided-residue-closures/provenance/src/s3x.c create mode 100644 research/one-sided-residue-closures/provenance/src/s3y.c create mode 100644 research/one-sided-residue-closures/provenance/src/s3z.c create mode 100644 research/one-sided-residue-closures/provenance/src/s4z.c create mode 100644 research/one-sided-residue-closures/provenance/src/s66.c create mode 100644 research/one-sided-residue-closures/provenance/src/s6x.c create mode 100755 research/one-sided-residue-closures/provenance/src/validate.sh diff --git a/research/one-sided-residue-closures/MANIFEST.sha256 b/research/one-sided-residue-closures/MANIFEST.sha256 index 7c6bfae5dc..8e355e2090 100644 --- a/research/one-sided-residue-closures/MANIFEST.sha256 +++ b/research/one-sided-residue-closures/MANIFEST.sha256 @@ -1,3 +1,7 @@ +c71d239df91726fc519c6eb72d318ec65820627232b2f796219e87dcf35d0ab4 LICENSE +1ea58e398f40239c0945d495a807b33bcadeb6d5dcd147a12bf71ff06a9ed7ec NOTICE.md +d5ac1774542be13e594f93d91b74d062be01d79dc9415d5a497a1171defa3bf6 PROOF_MAP.md +a72e954568dcd4c95e486c478f7db97187385c0eb618dcfbc252ebb8c06326ed README.md b11425ba8f5f235d150da72725d8b860f61d5a85875c700768c966334d8f1ee8 checks/annon.py f667dbd533e693ea2f64a56c8138e70c66361abb798cccc42ce22ed7c2ee42af checks/anroot.py 2531b66ebab58a786b55742882c442546b1263e098989e15067e3e0432f65af3 checks/build_ledger.py @@ -60,13 +64,12 @@ a805961d21de2ee40fb48dba8014213d105beafec9c42dd55e0335cec8c22a0c evidence/logs/ 125d011af46c78173de9b9f4baed1541278aaf2a826ae50df88229949f170720 evidence/logs/log_non15_88.txt 19328ef4c9cd8862397ff1e9712123c5bcd7a55f675f93b112829efa367b7014 evidence/logs/log_non16_89.txt 5267ca4a1c9f7bf1d16b764602f325e4da69dd77344e19fbf9073825dc4ee0c8 evidence/logs/nj4.out +596666571fbb274217f719753fb312691160e7ca4e9b5a69781916a5a0f5b03a evidence/verify_full_run.txt 2fce836af05a0f927ec5b06840aa752f41c8cfc5d5e826256eba0a9ea3813a62 evidence/verify_run.txt -c71d239df91726fc519c6eb72d318ec65820627232b2f796219e87dcf35d0ab4 LICENSE -1ea58e398f40239c0945d495a807b33bcadeb6d5dcd147a12bf71ff06a9ed7ec NOTICE.md -a72e954568dcd4c95e486c478f7db97187385c0eb618dcfbc252ebb8c06326ed README.md -163d8a84b4d2b0f2af66d55e0dc84604f3f985a15939ba405a02b0c430126244 requirements.txt -eea593a0b2fe80d1f751f63947ffeb2054b606e450fb30cee945e157fb93de57 verify.sh +553624a17d4d6bf92cfeb3ca696803520ff0e33a8a469ed9848ba12a1cb1eb5a provenance/SPANFACTS.md 337b24aa4a0bdff452e854ff2f6e04667035809ab291aef1a50ad2cb8ce6f5ba provenance/check_rows.py +4bfc41355bc5bbc7b0efbc2fc8501b162b2493b610de07084236fb878d45c90f provenance/data/data88.txt.gz +0679ba17f68761c9aea31230df8a7ac4a86533b24ee53d786dd1afa216a4b2c9 provenance/data/gens.txt e5ef3128761d1f60b243285df8d0d0f9be055dbbe307d60de3113fefdd4844a7 provenance/dominance_filter.py 5efbcae78dd105bc18c2418a49af74b5696db0e4c46882ba51ca32399dec299d provenance/generator/dpX.py 013bbf64b8c024a6570e48c68a7790ff7d1551aaccb392ea2ddde5c9e5baa013 provenance/generator/land7.out @@ -74,6 +77,26 @@ e5ef3128761d1f60b243285df8d0d0f9be055dbbe307d60de3113fefdd4844a7 provenance/dom 8b4bcfa654f019c6500a5778acbf8011f23103a78e82c252dc64b9491928f477 provenance/generator/symlp.py 89c8632492dbfd6941f741c927d5b177b5be77009a9dca40835f3a115e5ab3a6 provenance/logs/DIRX/p1_y750.out 44b7d61825508e64f7d611b9c49b0878b1b16b4c687090d6b4f9a120e3a39be8 provenance/logs/MS3c/y_750.out +f60d5d68df3e589014377787540b003872d3312d33d9fd4cf55d600a506db1d4 provenance/logs/REPLAY/replay_fact1_indep.out +db56ce2281e1deec9e460d4a3a1bed332b07bcf0fcc36d0a94b6f182e8834ed7 provenance/logs/REPLAY/replay_fact1_s66.out +7854bcf7f22517381da443465ca26dae5251b0ee16099d056bca05ed2f6d5a23 provenance/logs/REPLAY/replay_fact2.out +4ad59036cd877e3f376001c2355ceb17a0bd981668b459b447b4555b58b5f593 provenance/logs/REPLAY/replay_fact3_r664.out +b0f792bef4a9ab3568d8f7eef9e85037701d08cc587fb37d7a842fa2209416ee provenance/logs/REPLAY/replay_fact3_y664.out +a8998f7c059a50907266b613e8321dacfeaaab5d678711dbe8c4a3645528fde7 provenance/logs/REPLAY/replay_fact4.out +b0655528899a6490c5c3b9bd8f27650a44c603bfdb61e2f488927951aa04b67d provenance/logs/REPLAY/replay_fact5.out +c90a48244d7c559ee8574cf0a1d6cf20d3a9b26cc024008a15b34d9e88792fda provenance/logs/REPLAY/replay_fact5_p1.out +ad5ee6ba452a69c222a7ac945e6372f6b23e1e91d954b753021389a57f91d047 provenance/logs/REPLAY/replay_fact6_p1.out +8ea4f045b7501ba6cc181de6a2bdf395a4af1bcde7b4fd07a765cbee75b68a80 provenance/logs/REPLAY/replay_fact6_s3f.out +fa8aac665ebcde0790ff3cea11b3b79ce1d2eea4810148faa37a2736275612ae provenance/logs/REPLAY/replay_fact6_s3f_s3z.out +55c6a451303014a1abe7dc6e8134c1fe062a95b757b5033c3fb132229607d822 provenance/logs/REPLAY/replay_fact6_t5.out +221f55a79fd6b0cc911e2c5d02cdb369cb6c8e814a813b7a63dd4bd8c7997496 provenance/logs/REPLAY/replay_fact6_t6.out +8c8ed6f5b41ad9c9fad51bfbc7c1529b4e954ec27f41fd795a0b8a1feb4c708f provenance/logs/REPLAY/replay_fact6_t6_s3z.out +b7bfec95eb97a9d7c0a30bd5fde0d52f7fb0315ec33ff98fc86b9ba505ffa6ef provenance/logs/REPLAY/replay_fact7.out +61b0012ea34089cebbcf314d86217afbb60d954afb25a650cf7db165c3e703e6 provenance/logs/REPLAY/replay_fact7_s3z.out +418be0276c87ac2204ab2cce1eaf2fa9f7b3a555b275720aeef08ef9ac8b7e1a provenance/logs/REPLAY/replay_fact8.out +363afc6aa284c084e9b4601785e18f0e7baf3b6a69776eaf3bc6634144ea6f7f provenance/logs/REPLAY/replay_fact8_s3z.out +8940507a895d88c3e0795bac4599342441fe32ec919ae577dc6d361045fb0fe9 provenance/logs/REPLAY/replay_run.txt +abd0f2f533f9f2ec564b76dc87f6a9c4c3bec4a07e644d3bbabf6faf41657ad8 provenance/logs/REPLAY/replay_summary.txt 5a00b12305021badb2718cf3858195945b0a02ee3a90c91a394c05e50a957b4b provenance/logs/S3FLAT/out_a664s0_0.out 8684d22058279a50f4546a4ce6789ec630cb2179e3d2262e43f8cd3b64b808a9 provenance/logs/S3FLAT/out_a664s0_1.out 3054d5ae8874cea2f11a3d07048ca45142655a83955b7953e6e136d1e895eb24 provenance/logs/S3FLAT/out_a664s0_10.out @@ -257,5 +280,19 @@ de82c467a2fa2df7c155de69bb0d121f15297654c5f3882ddcc00b680cab4089 provenance/log 0a75ab96dcd24b36840384d8edc52ce635f62e620bd15d0ffef9703a0c2eeb19 provenance/logs/SPANCOVER/664s0t6_7.out 9cbca97384200a089e3503cf8371ae794d2cd00b04803cd93bea4a12ef96e921 provenance/logs/SPANCOVER/664s0t6_8.out 18eb05e4b032a2eeb47d178b93ae79ef69cb70d9f72f05b30c7cb4f197bf4a2b provenance/logs/SPANCOVER/664s0t6_9.out +b70d99523c8c6c01d3eea909857a0d1c918f20570ac2924eb934d9628e0436d3 provenance/replay_compare.py +a0364384d1a16eec55f2262f32516c0a8724ff146a057e878b5ed7984e4dc8b4 provenance/replay_spanfacts.sh a9a94985c8f3a176b7e2aa1ad8dda1798767ff1b8912404a2ceadd06b91b04cc provenance/reproduce.sh -e86b7b044e23d9c69464f8bb6deb5e2bd6fdecde5f2c1a944100a10c6b21cbb4 provenance/SPANFACTS.md +f963776da096f8a0adccf09c4cca9d2fe5e4a998b91ec42db83154fca455d49f provenance/src/gen.py +41a95a10f1bdbf98128248386c9c08f64fb540519b3266b528a62650ebe4f95c provenance/src/gen88.py +98632467a6fd44a7737a570b994374ef74f9634c53cda6260223aa3e89547da8 provenance/src/indep.py +3e96661d6b36acc66d9ab20ddf118b6638d0a581e35a22ec156ddb9a174dc8e1 provenance/src/s3f.c +d8f8b0bc69f0d21c92aa3d5dff34316cf1b38d8e7fea24eb30c86a481ab20de7 provenance/src/s3x.c +8b165dda13dc72bee619d85dd4530690ace278324cb1245e9878d5f201f66f49 provenance/src/s3y.c +2bac15375afeae19997db3691e84f3f101a30f5614a717cd2085e10e6d416965 provenance/src/s3z.c +3e3de7ac902d8bebc80e22a513fbfc5b5959417ea34d1d64b487909068115357 provenance/src/s4z.c +dbe1a4f6e4dfb9cc9d4f82b3f8e2683195c43a00d6d2d5363cc48a5fbdbcd840 provenance/src/s66.c +f2049dc411fbd6944ec422bb02ae8a1a790b3f62200df67a22e203cfeb50e657 provenance/src/s6x.c +255e0b202f88408c83998ef93bef6eb2f61c509267b0b383987c3415717be43b provenance/src/validate.sh +163d8a84b4d2b0f2af66d55e0dc84604f3f985a15939ba405a02b0c430126244 requirements.txt +4f7d8ee7435a00cf10cf55fb0dcfcf18b7ee7db1817ec180ba91f5a05ba95d91 verify.sh diff --git a/research/one-sided-residue-closures/PROOF_MAP.md b/research/one-sided-residue-closures/PROOF_MAP.md new file mode 100644 index 0000000000..b07975aa22 --- /dev/null +++ b/research/one-sided-residue-closures/PROOF_MAP.md @@ -0,0 +1,33 @@ +# PROOF_MAP: every claim and premise of README.md, mapped to the step that checks it + +Attachment only; no claim text of the README is changed. "verify N" = section N of `verify.sh` (default mode unless marked FULL=1); "replay F" = a line of `provenance/replay_spanfacts.sh` (run by `verify.sh` in FULL=1 step 6; shipped log `provenance/logs/REPLAY/replay_summary.txt`). A statement whose proof is a written argument (README §2-§5) is mapped to the finite computations that argument uses; the argument itself is the proof and is not a computation. Items that cannot be rerun are listed under CONDITIONAL. + +| # | Claim / premise (README) | Checked by | +|---|---|---| +| R1 | `s = 7` forces Class I (§2, Z-lemma, peeling) | written proof §2.1-2.3; inputs: peeling and lift identity (CONDITIONAL, inherited), flat cap `g(8) = 64`: verify 1 "g(1..8) = 1,2,4,8,12,20,36,64" | +| R1' | `s = 6` scenarios (§2.4), `scen()` kill engine tests base cell and all variants | verify 5: `run_rrc.py` ("RRC engine ran; every certificate re-verified by verify()"), `lemp_audit.py`, `check_ledger.py` | +| R2 | Circuit Lemma (§3), G1 root counts (`57` / `>= 78`) | written proof §3; G1 is classical (CONDITIONAL), consistent with the direction census of verify 2 (`dirs.py`: min `|Off|` of non-roots = 70/77+) | +| R3 | Relative root counting (§4) and the immediate rule | written proof §4; finite inputs `g`: verify 1 `gtab.py`; `N_2 = 3`, `N_3 = 6`: verify 1 `nj.py` ("N_2 = 3", "N_3 = 6"); `N_4 = 12`: verify 1 FULL=1 ("N_4 = 12 (exhaustive)"); `N_5 = 20`, `N_6 = 36`: CONDITIONAL (ADE classification); every certificate: verify 5 `run_rrc.py` | +| R4 | Lemma P / P' (§5), parameters `(sigma, omega')` table | written proof §5; covering facts (a)-(f), `params`: verify 3 (`cov.c` targets) + verify 4 (`anroot.py`, `annon.py`, `facts_check.py`: "facts" PASS); parameters and 375 kills / 74 original reproduced: verify 5 `lemp_audit.py` ("Lemma P at T-level kills 375 of the 603 rows", "all 74 original class-A kills reproduced") | +| R4a | Fact D, direction list `|Off| <= 89` (112 roots, 8 frame, 21,340 non-E8 masks in 17 orbits) and the 3584 directions with `|Off| = 89` | verify 2: `mkgroup.py` (group order 172032), `dirs.py` ("non-E8 21340"), `mkreps.py`; harmlessness of the 89 orbit: verify 4 `facts_check.py` | +| R4b | Exact covering enumerations behind the facts (17 targets) | verify 3: root target and `non05_79`, `non06_80` recomputed by default; the other 15 are shipped outputs in default mode (RECORDED) and are all recomputed and compared with `data/left_*.txt.gz` under **FULL=1** (one run shipped: `evidence/verify_full_run.txt`) | +| R4c | D7 plane fact | verify 4 `d7plane.py` | +| R4d | Lemma P' extremal inequality, `m = 10`: `6 omega' >= 504 - 273`, `omega' >= 39 > 32` | arithmetic in §5; the remark "brute-force check over 3000 random maximal triple systems" is not used by any kill and is not re-run: CONDITIONAL (remark only) | +| R5 | Consolidated ledger: 480 KILLED, 7 KILLED(prior-only), 116 OPEN, table of §6, all 47 class-B, 25 root-count, 74 class-A kills | verify 5 `build_ledger.py` + `check_ledger.py` ("byte-identical to the shipped ledger"; counts 480/7/116) | +| R5a | The 7 KILLED(prior-only) rows rest on an earlier `(6,6,5)` span run at target 7 | CONDITIONAL (see below); the README already labels these rows prior-only and counts 123 OPEN without them | +| R6 | `robust6` base-configuration gap (no result changed) | verify 5: the shipped engine tests the base cell; ledger recomputed identically | +| R6a | Fact D correction (3584 directions with `|Off| = 89`) | verify 2 `dirs.py`, `mkreps.py`; verify 4 `facts_check.py` | +| G | Setting premises of §1: `g(1..7)`, `g(8)`; E8 model | verify 1 `e8.py`, `gtab.py` | +| G' | Inherited premises of §1: `|Off(h)| >= 53`, peeling, lift identity, Lemma B / kill criterion, classical root-system facts, ADE classification, Borel-de Siebenthal | CONDITIONAL (statements of earlier PRs and textbooks, cited); `|Off| >= 53` is consistent with the complete direction list of verify 2 | +| I1 | Input list: `rows_input.csv` has 603 distinct well-formed rows | verify 5 `check_ledger.py`; production: `provenance/reproduce.sh` (dominance filter reproduces the 603 rows from `generator/land7.out`; FULL=1 also reruns `land7.py` and compares) = verify 6 (FULL=1) | +| I2 | The eight span facts used by the dominance filter (`provenance/SPANFACTS.md`) | `provenance/replay_spanfacts.sh`, one line per fact: replay F1 (6,6)+1<=3 `s66.c` and independent `indep.py`; F2 (6,6)+2<=4 `s6x.c`; F3 (6,6,3)s0<=4 `s6x.c` + exact refinement; F4 (7,4)s0<=4; F5 (7,5)s0<=4 (+ `|Off|<=88` pass `s3x.c`); F6 (6,6,4)s0<=5 `s3f.c`, `s3y.c` (`|Off|<=88`, target 6 pass, target 5 crack), `s3x.c` pass, second implementation `s3z.c`; F7 (6,5,4)+1<=4; F8 (6,4,4)+1<=4 (F6-F8 also with `s3z.c`) | +| I3 | Direction lists `data.txt` (<=77), `data80.txt`, `data88.txt` and `gens.txt` | replay "direction lists regenerated" (`provenance/src/gen.py`, `gen88.py`; `data88.txt` and `gens.txt` compared with `provenance/data/`) | +| I4 | Completeness of the earlier enumeration of the `d >= 4` residue list (necessary conditions of #2816, Basis-Lemma kills of #2826/#2862) | CONDITIONAL (stated in the README as an input) | +| E | `evidence/logs` timing logs and `N_4` log; `evidence/verify_run.txt` | logs of earlier runs; superseded as checks by verify 3 / verify 1 FULL=1 and `evidence/verify_full_run.txt` | + +## CONDITIONAL (cannot be rerun here) +1. Inherited statements of earlier PRs (peeling, lift identity, Lemma B, `|Off| >= 53`, flat caps `g(1..7)` as used in #2816) and classical theorems (ADE classification, Dynkin, Borel-de Siebenthal): cited, not computations. `N_5 = 20` and `N_6 = 36` rest on the ADE classification (no exhaustive run; the exhaustive run for `N_4` is the FULL=1 one). +2. The 7 prior-only rows: need the earlier `(6,6,5)` s0 span run at target 7 (single implementation, not re-audited, sources and logs not part of this package). +3. Completeness of the 603-row input list (earlier enumeration); only the dominance filter and `land7.py` are rerun. +4. The remark on 3000 random triple systems (§5, Lemma P'); no kill uses it. +5. Span facts are single-implementation except F1 (two implementations) and F6-F8 (`s3f`/`s3y` against the independent `s3z`; same algorithm family, written separately); a run at target 8 proves only span <= 7 and the stated bounds are the maxima the runs report (see `provenance/SPANFACTS.md`). diff --git a/research/one-sided-residue-closures/evidence/verify_full_run.txt b/research/one-sided-residue-closures/evidence/verify_full_run.txt new file mode 100644 index 0000000000..58438f4596 --- /dev/null +++ b/research/one-sided-residue-closures/evidence/verify_full_run.txt @@ -0,0 +1,120 @@ +== 0. manifest + PASS manifest: 297 files hash-checked, 0 mismatching [] + PASS manifest lists every package file (0 unlisted []) +== 1. constants +PASS E8 model: 240 roots, 120 lines, det 1, labels distinct +PASS g(1..8) = 1,2,4,8,12,20,36,64 by exhaustive enumeration of all affine flats of F2^8 +PASS N_2 = 3 (exhaustive over root-spanned planes) +PASS N_3 = 6 (exhaustive over root-spanned 3-spaces) +PASS N_4 = 12 (exhaustive) +== 2. P112, frame stabiliser, direction list +PASS frame stabiliser generated: |G| = 172032 +PASS direction list |Off| <= 89: 21460 masks, 120 E8-root/frame, 21340 non-E8 + PASS G has 172032 elements 172032 + PASS G preserves the frame + PASS every element of G is label-linear (label(g(l)) = A label(l)) + PASS root target = Off(r0), 53 lines + PASS orbit of non00_70: 128 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non01_73: 896 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non02_76: 56 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non03_77: 2688 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non04_78: 896 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non05_79: 448 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non06_80: 224 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non07_82: 448 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non08_84: 2688 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non09_84: 1024 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non10_85: 448 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non11_85: 3584 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non12_86: 168 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non13_87: 3584 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non14_88: 448 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non15_88: 28 masks, all in the direction list, disjoint from earlier orbits + PASS orbit of non16_89: 3584 masks, all in the direction list, disjoint from earlier orbits + PASS the 17 orbits cover all 21340 non-E8 masks with |Off|<=89 21340 vs 21340 + PASS orbit sizes sum to 21340 + PASS Fact D correction: exactly one orbit with |Off| = 89, of 3584 directions + PASS direction list: 112 root masks (|Off|=53) and 8 frame masks (|Off|=56), nothing else with |Off|<=69 but 70+ + PASS mkreps +PASS ran mkreps +PASS 6-flat masks: 788035 dual 3-spaces enumerated +== 3. exact coverings + PASS covering root recomputed = shipped +== 4. covering facts + PASS covering non00_70 recomputed = shipped + PASS covering non01_73 recomputed = shipped + PASS covering non02_76 recomputed = shipped + PASS covering non03_77 recomputed = shipped + PASS covering non04_78 recomputed = shipped + PASS covering non05_79 recomputed = shipped + PASS covering non06_80 recomputed = shipped + PASS covering non07_82 recomputed = shipped + PASS covering non08_84 recomputed = shipped + PASS covering non09_84 recomputed = shipped + PASS covering non10_85 recomputed = shipped + PASS covering non11_85 recomputed = shipped + PASS covering non12_86 recomputed = shipped + PASS covering non13_87 recomputed = shipped + PASS covering non14_88 recomputed = shipped + PASS covering non15_88 recomputed = shipped + PASS covering non16_89 recomputed = shipped + PASS F3(a): three <=6-flats cover Off(r) minus L only if |L| >= 4 (root not in L) + PASS F3(b): exactly 96 four-line leftovers per root, all of label rank 4 + PASS each 4-line leftover serves <= 1 root, 5-line <= 2, 6-line <= 1 + PASS F3(c): a 5-line X serves <= 4 roots outside X (sigma(s=5) <= 5+4 = 9) + PASS F3(d): 6-line X: roots outside X <= 15*1+6*2+1 = 28 (sigma <= 6+28 = 34) + PASS F3(e): X = 4-flat set serves <= 1 root outside X (sigma({4}) <= 8+1 = 9) + PASS F3(f): X = 4-flat set + 1 line serves <= 8 roots outside X (sigma({1,4}) <= 9+8 = 17) + PASS annon covers all 17 orbit representatives + PASS F4: every non-E8 direction (|Off| <= 89, 17 orbits) has min leftover >= 6 for four <=6-flats (so s <= 5 gives omega'=0) + PASS F4: 6-line leftovers occur only for |Off| in {79, 80} (16 six-sets each) and none contains a 4-set of label rank <= 3 (omega'=0 for the s=6 types {1,1,3},{2,3}) + PASS F4: form-F leftovers (<=9 lines, rank <=4 or +1 line) exist only for the |Off|=70 orbit; no family mask has one + PASS F4: one 4-flat set (8 lines, D7 type) serves <= 32 directions; 4-flat set + 1 line <= 32 (omega' in {0, 32}) + PASS no leftover of <= 9 lines at all for |Off| = 89 (four 6-flats cannot cover 80 of 89) + PASS facts +PASS ran facts + PASS D7 plane fact: no plane contains three of the 32 directions; each plane through two holds 0 or 2 E8 lines ({2: 112, 0: 384}) +PASS ran d7plane +== 5. RRC, Lemma P, ledger +PASS RRC engine ran; every certificate re-verified by verify() (no assertion error) +PASS Lemma P at T-level kills 375 of the 603 rows +PASS all 74 original class-A kills reproduced + PASS recomputed ledger is byte-identical to data/ledger_consolidated.csv + PASS 603 rows + PASS rows are distinct (d, multiset) pairs with d in 4..8, weights in 1..7, slack = sum(w) - 8d in 4..7, e = #pieces - d + PASS 480 KILLED by audited sources, 7 KILLED(prior-only), 116 OPEN + PASS every KILLED row has a certificate string; every OPEN row has none + PASS the 7 prior-only rows are exactly rows with no audited certificate and the earlier span-cover tag + PASS all 47 earlier class-B (RRC) kills are KILLED by the audited recomputation + PASS all 25 earlier root-count (K0 empty) kills are KILLED by the audited recomputation + PASS all 74 earlier class-A (Lemma P / P') kills are KILLED by the audited recomputation + PASS ledger +PASS ran ledger +== 6. provenance of rows_input.csv: span facts rerun from source, dominance filter, land7.py + PASS direction lists regenerated (gen.py 77/80, gen88.py 88): data.txt, data80.txt, data88.txt, gens.txt; data88.txt and gens.txt equal the shipped copies + PASS fact 1 (6,6)+1 <= 3 [s66.c mode 1]: output byte-identical to logs/SIX/s66_m1.out (max real rank 3, 0 rank-8 pairs) + PASS fact 1 (6,6)+1 <= 3 [indep.py mode 1, independent Python]: 6 chunks cover all 159 reps; INDEP OVERALL and DONE REPS lines equal the shipped chunk logs; max real rank 3 + PASS fact 2 (6,6)+2 <= 4 [s6x = s6y]: max real rank 4 (bound 4), max #dirs 10, 159 reps; rank histogram and per-rep lines equal the shipped log SIX/y_662.out + PASS fact 3a (6,6)+4 lines relaxed, lim 80: span 8 on 6 pairs only [s6x]: max real rank 8 (bound 8), max #dirs 32, 159 reps; rank histogram and per-rep lines equal the shipped log SIX/y_664.out + PASS fact 3b (6,6,3) s0 <= 4 [s6x exact third-flat refinement]: refinement of the relaxed-span-8 reps [67, 68, 82]: REFINE max exact rank 4; output byte-identical to logs/SIX/r_664.out + PASS fact 4 (7,4) s0 <= 4 [s6x]: max real rank 4 (bound 4), max #dirs 12, 51 reps; rank histogram and per-rep lines equal the shipped log SIX/y_740.out + PASS fact 5 (7,5) s0 <= 4 [s6x]: max real rank 4 (bound 4), max #dirs 12, 51 reps; rank histogram and per-rep lines equal the shipped log MS3c/y_750.out + PASS fact 5 (7,5) s0 |Off|<=88 extension [s3x pass 1]: 146195478 pairs, 0 surviving pairs, 0 qualifying new directions (shipped log: 146195478 pairs, 0 surviving) + PASS fact 6 (6,6,4) s0 <= 5 [s3f |Off|<=80, target 8]: 24 chunks, 24 of them byte-identical to the shipped chunk logs; pairs 70064678, surviving pairs 619, cracks 0, max span 5 (shipped: pairs 70064678, max span 5); independent s3z: pairs 70064678, surviving 619, max span 5, EQUAL to s3f + PASS fact 6 (6,6,4) s0 <= 5 [s3y |Off|<=88, target 6: no crack => span <= 5]: 48 chunks, 48 of them byte-identical to the shipped chunk logs; pairs 70064678, surviving pairs 8352, cracks 0, max span 5 (shipped: pairs 70064678, max span 5); independent s3z: pairs 70064678, surviving 8352, max span 5, EQUAL to s3f + PASS fact 6 (6,6,4) s0: span exactly 5 [s3y and s3z, |Off|<=88, target 5, chunk 34]: crack at target 5 (rep 82, V2idx 103676) found by both; s3y output identical to logs/SPANCOVER/664s0t5_34.out + PASS fact 6 (6,6,4) s0 |Off|<=88 extension at target 8 [s3x pass 1; previously only in the DIRX card notes]: 70064678 pairs, 0 qualifying new directions + PASS fact 7 (6,5,4)+1 <= 4 [s3f target 8]: 24 chunks, 24 of them byte-identical to the shipped chunk logs; pairs 455785902, surviving pairs 523, cracks 0, max span 4 (shipped: pairs 455785902, max span 4); independent s3z: pairs 455785902, surviving 523, max span 4, EQUAL to s3f + PASS fact 8 (6,4,4)+1 <= 4 [s3f target 8]: 24 chunks, 24 of them byte-identical to the shipped chunk logs; pairs 271628922, surviving pairs 1, cracks 0, max span 4 (shipped: pairs 271628922, max span 4); independent s3z: pairs 271628922, surviving 1, max span 4, EQUAL to s3f + CPU time (user+sys, s): fact1_indep 3979, fact1_s66 403, fact2 394, fact3_r664 197, fact3_y664 3041, fact4 92, fact5 304, fact5_p1 58, fact6_p1 62, fact6_s3f 819, fact6_s3f_s3z 806, fact6_t5 43, fact6_t6 882, fact6_t6_s3z 884, fact7 701, fact7_s3z 702, fact8 378, fact8_s3z 378; total 14123 s = 235.4 CPU-min + PASS 14 of 14 checks pass + REPLAY PASS (wall 3586s) +PASS ran replay_spanfacts.sh (all eight span facts rerun from source, equal to the shipped logs) + PASS land7 rerun identical to recorded land7.out + PASS d>=4 survivors of the dominance filter equal rows_input.csv (multiset) +PASS ran reproduce.sh (land7.py rerun identical, dominance filter gives rows_input.csv) +== done in 6082s: 37 PASS, 0 FAIL; logs in +PASS: all assertions hold +FULL=1 bash verify.sh 19035.08s user 314.93s system 318% cpu 1:41:22.38 total + +(FULL=1 run: all 17 covering targets recomputed, exhaustive N_4, span-fact replay, land7.py rerun; about 100 minutes wall on a loaded 12-core Mac.) diff --git a/research/one-sided-residue-closures/provenance/SPANFACTS.md b/research/one-sided-residue-closures/provenance/SPANFACTS.md index e4558f2f46..4efde33b88 100644 --- a/research/one-sided-residue-closures/provenance/SPANFACTS.md +++ b/research/one-sided-residue-closures/provenance/SPANFACTS.md @@ -16,6 +16,6 @@ Provenance attachment for `data/rows_input.csv`; it changes no claim. Each fact Notes and caveats, stated as in the source cards. - Only fact 1 is double-implemented. Facts 2-8 are single-implementation runs. - A run at target 8 proves only "span <= 7" in general; the stated bounds 4 and 5 are the maximum spans the runs actually reported (facts 6 pass/crack at lower targets confirm 5). The filter uses a fact for a row only when S <= d-1. -- Direction lists: facts 1-4, 7, 8 are within their needed |Off| bound on the |Off|<=80 list; facts 5 and 6 need |Off|<=84 and were closed by the |Off|<=88 pass (`logs/DIRX/p1_y750.out`, and the 664s0 pass `logs/SPANCOVER/664s0t6_*.out`, which uses the |Off|<=88 list `data88.txt`). The `DIRX` pass for (6,6,4) s0 at target 8 (70,064,678 pairs, 0 hits) is recorded only in the DIRX card notes, not as a separate shipped log; the target-6 SPANCOVER run on the same list is shipped. -- Direction lists (`data80.txt`, `data88.txt`) and the C sources (`s6y`, `s3f`, `s3x`, `s3y`) are not shipped here; the logs are the recorded outputs, not rerunnable from this attachment. +- Direction lists: facts 1-4, 7, 8 are within their needed |Off| bound on the |Off|<=80 list; facts 5 and 6 need |Off|<=84 and were closed by the |Off|<=88 pass (`logs/DIRX/p1_y750.out`, and the 664s0 pass `logs/SPANCOVER/664s0t6_*.out`, which uses the |Off|<=88 list `data88.txt`). The `DIRX` pass for (6,6,4) s0 at target 8 (70,064,678 pairs, 0 hits) is now also rerun by `replay_spanfacts.sh` (`logs/REPLAY/replay_fact6_p1.out`); the target-6 SPANCOVER run on the same list is shipped. +- Rerunnable from this attachment (added later; no claim changes): the C and Python sources (`src/s66.c`, `src/s6x.c` = `s6y`/`s6r`, `src/indep.py`, `src/s3f.c`, `src/s3x.c`, `src/s3y.c`, the independent `src/s3z.c`, `src/s4z.c`), the direction-list generators (`src/gen.py` for `data.txt`/`data80.txt`/`gens.txt`, `src/gen88.py` for `data88.txt`; `data/data88.txt.gz`, `data/gens.txt` are the shipped copies the replay compares with) and `replay_spanfacts.sh`, which reruns every row of the table above in chunks and compares with the shipped logs (log: `logs/REPLAY/`, 14 of 14 checks pass, 260 CPU-minutes). `s6y` is `s6x.c` with six arguments; `s6r` is `s6x.c` with the extra `REFINE` argument. - Logs not found: none of the eight facts lacks a log. The `x_660`/`s66_m0`/`indep_m0` logs (S66, no free line) are included as extra context for fact 1; `logs/SIX/indep_m1.out` (a first, unfinished single-process run) is replaced by its six chunk logs. diff --git a/research/one-sided-residue-closures/provenance/data/data88.txt.gz b/research/one-sided-residue-closures/provenance/data/data88.txt.gz new file mode 100644 index 0000000000000000000000000000000000000000..357d2c63d185dc92e3c5d054f6b582922c53c31f GIT binary patch literal 489305 zcmV((K;XY0iwFn?oY86m17u-zVK_K0ba-?C+$n;yUS<3At2vOfOjkI9FZ@;1a9pxW+{ej{O&EMhr1JxJKzr*!~_P@8^(Eg6sA9=08`Grw@>8t%K zi7$x1rTik;`mbWYc7CT`HuF{UE9IZt{^4KhL#SV;{(kKz zQC}0^X@AP?-{nhxeEYTLJMCxHKU?{=_AAft0z1%r_4j+t{?T7k-zz_<*%e=U!R^1Y5cjXALY+;HR|g#|M~v;FZ1`Kw))<__ebe4jgOk)QOGTUks{+5s1{!_{A7wB4^>F)~t)K_Aij=$?v#8R!#)p{<~ zYmt5mx8v_R{Vvk_Q+3WeTBr4Aovsy{e`@S?B}?`A8?Ha=^s`96D>S1;s(%;hTA`oS zDbE#pts0=EY%jTMz;f(=SEM!z@w08}-&Hu;t+JR^D1Sfvxlhc8Z?=cp z80W{98>76jG1T4sbEtkdhFS%+HO^Id?2GBOFIIDY=I5qpRzxnxxgC~vQGO4PSeIry ztm4?nb&-oQUk8S-#&NE~YY#lPME!ev{I0=jj)&R_)8Dgk9t?GXoCjkU%dog-LoCL1 zLgWtlU5VvdiEERz2jjUtYO@~4E;dOa8|1k;>fb|B&kgeD@BQ0cs?*<1v6xMP?hCLx zc5!5WcZXdQxI4m&V{Vq{xmo7+*7)5i=J?24V^c?FvE|Y8%=|3N-zE7yCx7?Ib1{CG z;dcRk_r+^d=nI2goA!{Dzn^|}pO=-qFf(~%iry*BjZ)IL%JeD{{{F-D+WhPr^47?Q z=G-;EE2ds!xo+w~{#`V=VrtjOE#oZO{&%gMg{rSr(uZjl+Xk)6^t@+=-=d|xZFl|% ztNRuns`k18J8Kc!>bz_GLv^lDW<#Bebly1NDfVvR-^aMVZk)_pbk-;nuTjq3vzZHL z7Pm1hQ{)C}mnV3X7IW3etJptXx>R{>nQMiHYjw;UB_3&d8Ou#`)^F~01fHqiH)`bj z#+177nR+fy^)F*}vYzYm+XEZ=6jd&y>8USr1V8`<*KC zRB`v(G*@>dmj@R%@CDz zbYsuRw|(TRbKW?wo%7r_q94Nd@VRZyby>*`4BvCn6$LN&`Erl=;XYnVGWWdJf3KD6 zqn}sFS=XI6$m_G}Js{7AxmtDMg74MnRh9@(y$an5?^b)OuI&MVmF?XA*w4y#Lyyb3 z4yKNMF2al+m-$(dcvt81+I;?aUq|73XwByTTbh9%vubjFKdr4aY>n~z30d)F+d8|e zo6-XPm{B)Vet*b`y}h=b9YZ~AMWLQdx3ddsuCs-a#c21o&lKyw4PNs~v}M=1ADnV@ z76(8cezr8SPOs=yP?(5CgEnyiGFYU-ZYHWlC1^IBjSN~DP>?Qd-^ZHZbB#`HV9Ku1 zv-NX&UskD~%f#9}d2M)Ax@>(HRdA_#LT;7X7FXt##29M=CDCVT>1m5$Pi)JJ^>=x^ zdTTtZioYwP%Zh7V{CZ;HW#}wcsw7a>bB$#G%bH(#u6`Hgb*Nl$Aa&QARhI-#UI_h9 z#dWnUPMNie`oaS9zm-MjUHkm_=Wg(^k^0sOh~du*ZEOL6l>z{;Q{mH!26I*Y+kDks z-nuw2S`tXA5`v9hr9&2C_4^6MURBs~E)FZnTO1l3oAV)BNKdP9*ZRWOIH;(nHs{kU zH_C1=R=hjTi#7EQpC7!mH*4?n%dUx6nU;Ec&!7J9&;7!g<T*srizwgBFbx5Esvm1g272=^z(Ir>I0k!PrkPDKSOTp(9 zH*?SS_4RMfZHeph4XsKDpF7oPAqcwD;I0VGP*+EB8rmn{xXT+~y(B3=s zgf~h%;;#tOIP1*woD6nuSXeQA1sJ}n%B7WGvpFRI#%)H}R-QMg#H|7cHu^Y3#fISFevZ{N- zh!1SsOW);?e?|*wTVKT$xH6p?9QAk0oJFYY+uQA;-dXmXn0d7~Zf!f4jr@nY~JNc)B>Q81%fZIcsQpT4IjHU0$@cpn@B1!}*R3vOU}!D<(^f4zG-{yicXEjb&!Jndhd4>-qHha+Uh9I1)SsU6d& zqFtM?VcB?3XEAq3JyzXHK_E$ux|Iz*rkp>wp-1#OCkjqm9N5UwO~K`mv{5yAaKOd$ z5wV<6c2m^n!x=(n^7Gdx@?JHij`Xm3Y8@OkK&gj&TX=L*zmQPW>myAl9kh6=U6=M2 znQtu%yF?|T2+Jzxm~7D=84)8ryDW><=r?8OHKy4Jp`-9^VWH-G)JyfmzIF^K#9hM6 zJIblnE#T_#^%zU`^+x9MB>td2 z^aHkYdpU{|59AFwt+)ctcm~fpIFnG7!qsb*9^WfYY?mn#%7!94Jo{KrRCZ z>Fm(}SQS;8Lfm(qCPny|O>?el?TG*tBa&5*?W9`P+B4HsLj#Z2+T?|SYyBsXI70FZ z^KO6*2rEI@Vd1!Ub5dqrX>Sm^!I#PDW?@N#;t_UklLbuzoErpA0v4`=wN@5kZ+5Z< z0jbuxM9lkh5@4!giRED(cFU^ODO?}y+^lPEepZa%Nx3~;yo^2uA%WBeLF^5p=0FaQ z%-1<3pPnPv)I0hWPkXuttO!XgH^?1%ay59H?4?d5EWL8I)(BqL?XIj-wJ(~ zTuf5?@XiRwU>gHY&=e%>TMj_V7$Zl`NT|TD@k$oO;NxOAP#Vvqw!q&Fw38sYq-uQE z;>3H1(IpEe&xb=o&2l%!i+wr1RJNd&bwoUJd49KxV$t0L14P4zH!{?ih*#0vt3ho%zAy(Je9LzN%aT+Wg(9JQk_ zA)Y#(3J7n0O~Tah)uYHyjOz>gQ@1sRQ)@ZZ=L8rA%`5=Emk#`W{p?{S(MtF9)DRhs zIMRcezZOpW${9I<$li7*CE@!NdyQCS-{2b?9h8!OJ)_LkXyH^Prv}{;ge9lMsz$zm zZ1=n8plTO&Y z?y2X+=j*86)n|bA_O2T(ufhe2xjH8Z7J!4MBo7`Ph79_9XCqHA+&hYw0QXJ=ci3ir z{2+sc0m`9Uhkwg1iHo+6zB1xlR~@9YD;b`kdxs5jesL_)kzAZH@e0{O#j-+sU=CwW zd5tlFE!w#5FpL3WM2&sugYl}|F`vl@_MEn#{$a=6PiTp2E`7i-#%+)ImeNdypf zXIpEBwNjB605RYvwiOrW$p3w0#VF+j%!|4!vG*4>db87MR(dFzn}g)62(!rOO&rIK z$mpq_+TqiEqy_op2u@0fC!oR!TmY@^*!p>e{O*9? zANeZwzZ^KLs=KxYQxW71IVF=8D{J`3;Vpfcq9Q+CsF|??4LdDw|Ur>3KBtSf({cj}^)?nlRzXBUo_#rp6ZAgm0M)c`5$L@5^nZ)frv>}j}MabbOR-IC=+;grgB-`^3J z7Ph855|n_jrB*sACzH*=ArmdgMYd}3{AA1tV=Zn`BN^&r{Px<7R-(587zmcIpR59B z0Epbq{Xj?lqUODEOUj6;!yETj0E`Yf5p%Ks$~pOejcu}dK%YCmmAcCQtk%; z;7-mEPA0Ox6KHBnttTAQiKR0=pjQf%ai1V!mn)_iNj5aY@(8 zO9n%^5yw=};Z)JyK{-8tu}2&>uCavy*dkn58Q8iO*S<&I9+?N_mT}D$%0jbA->1_p zoslE?gy#=Nm72_f3yKg*%NwThPFDCk*7B^*W|bt7tA9egd<9Wx{$0R}nG?$8BW=BC zCxS|C$~1H*C1h&Urss-q6;u@)gf!-`By$>bKQYls#CBMAy#!r%D(H&DB#tvRkC3a~ z_QPwWDN+Wp$Q+;2M3z9vJL?-~`O7|JA>hrnhR>!DK<_xnq=7V=$XpzP|BWv)H58v1 z*57z6mN2B`e}nM{dtW|xdyeP5X$tq{93v}!jB-p%R;#v|dtDe!#G)-#SL9^_X+m4d z!JxJN7{o9g-w~vt)n|c>k2|(SWdA1(1se_Oj#Tnl7Te_*@-38Z>PUiLbfw$qMv z)IJW%*Liva;@pgJ@xMkk7j0kMQZW}pJU(d_=^2ql30Zd=B};mJt?yL;!x!F)H_~_M z2=aN4r@DhOPpALzO_imE4DPiM(Cs(%GUOZ;LTW;LA#S|2%q)9l&VjI655!i20j(y_ zCLPzSh&C4~d1#HqPA@TDZ>Quw_x4A)Ic9QI5aRZmWmii;9i}t>=<+9!ra)5hBPI7f zGkYX>aVENc)$wYme`XOdMfjcN-r#H3@>L+#W`I zof1ThHN%fL80paTbb9)riq))BpPz@WDm8h{gzKVCk0OxkuqU<Bct7HY$@I|ruP4vz|v!FS|T+ z5~W1P;=~a_6PFgbjod`=8xyR;Ww(-3sn#`rK&ieDK^JR&YiV3lzSzOo! zC*5L{@N(u*+19l_zR!|4GS^YT+T}Bkr5UT(nTowN|DFXpMY7Z?PJxth&RBufM;HU1JA)VJhOFC>K2ADn6IU-p4l|*n#kWUJe_QkO8jBK47$Yuj?rM?O(XI~^dvf#+b84p;t8`dqa=Gh44%9G1N z*^Q;q;f{$M5z+43H4Dnccm)*~QdAS37rt{9I@#Q+nka6>kQK6*xH62hH>%@( z1;x0byZ625jmY~dFur0kf3stJ(<_ms+)Em2EeY4@4SAEJ1>v&d7uGg} zlA^9`U#6o>&ctlR5E@q$E;aI06ezy(+&Hg(v)-tm{QMzCQu8-WhT>aD2n6*0F&x%- z6tT6(8klWItv>kEsi5rxwUhgP68jEK&( z9z7<2QBCD%oUUBPTTSVBJiG3TzPl!(N>y>VDIwXJ+wgTM7zQITWUxw;A*L`D=M9wR>ZSI`*&?nN#{yB91^G|PU%@Q-Sh5BizfzuhZIkR|z zqs%a~peO2NLeOWWqY7OfW4J^xIG9HBAa;)|Pim8%T4`$|Ji#&}38k;C5O({ zyGniw)Xkp=#yQdmR=+;~%#FJO7hOCyIqe=hb(LLPBJY;tLA7JbG3R`9`aC4(7yspR zc9B&0(`^FQ!-~?pTb5D5o?Vtyp@d?+Q=Jj>2V;K=OFGp?QX}tYh!DFqDt1yANv=aG z8#~D^vI>wfGW%F~JKjGJtU8o#N;8!`8I{5An$kYQDk{dMILS_4J&#_GZt7Tl3>9Qv ztl1EnIs`kG9Se%lp7GM%N}Nq5O7E~IUA-nYs=jWLR>H4eo`8?*6!4)p+kv10OHs@d zvS4mfrsZ46B;az)nZ9pcvWpQv*iLVbcqodTh?2!LCa{K>faiKH6X+(RQFekvwseq) zBg14azK1&ua0IH>3BJS$Q!5`0rT2r&@%MzOe!`k#lA|DinXq|#eaF0w($FpHx5}K+ zK~wA+S&-{x!swuRZf)j>tVV3+2vY-ze&5aw;o~Y(a5LG2(de+L$QEx6Jm@`SX018A zHFuQ~npRa-a-<>0MjVu@BnXd!&>jb`+*D%Hlbu#6r9d5)3G(`=WPL%|%Bs_z?8YE=&%mz&L@UbFfH9!oM za-yrQg^Ewjkc{YGjM*XY)c2gF3C0}vc(t`cApE|Jj>cZGlJQsgoqF5xb91yaBZ}7+ zd~lQG)!r5i8k&(f#L9fv?PcJl;RX~wn$>IVG8_(U2#8Nv>`Jq@9wm-Q$-be%y91OrwjD3}>VDbseq{dVh9ghl)1_M|x8)X;E-~2r}%WG%MQ9fKo(&QTkofl^)Y1;0I^29s*V33M+G=^pwEzViR$!^w0OSfG33%>Bk0McdKD1ML0Q(+y)m;k z8H&C|gBTQKU1LHgUt?o=j?@ymE*~9)g*jsjI~M77$Z&i@^|m`jI_m#BqMbJ6C}IKR z9gUp#*6R6ouG13suzk@^Cqt)~Y452bSvT8xaezzoGoIk1XLM|fkF-^Uonmiath#)VZ!=n$& zf&(s5GV^;%;6DquxMbr7JEe<}4~Dt7N{sC_gL1n4{Z(~s230?96&QywBG?3;{!ayO zO7wSAXU>3AUl^Nzao5P4U~=!$B|CX&3$b$MZ4NiV!5bCpJ)khmYYFujqvbrwYvy$l!p{Moh(ZZVKP5!ndi|bCK}S?UQr877$|HP(0)gpp`~1 z>vQINAj$eXS_w|de+p3OE&ext>s-;Kzdlr^@zHE55wD7;GmJ=(Rti;<6wqtAn_&qP zEt2W9j#Y&=EnDPh4-4p`f$B9PN`E{rOxGBHg@Pe2p0N50l$=?Q4ME&~(K zgzE0vfH>@<$HXSzB3hCkGoKzdU|rMJ+MYav-Mw-}jXH1$-bD@rCORg>H-+bH`4d8t_BS zn}|c+kGfXzuF1?DUq$ywT$i0dK*)j{iO9k>BIOo`TtR=8mm3Ky1>bLZlCy%EORw%Q zq+WA^SJ;dAj$n&fBkMyw-}76(4pPzyY$iFQy^hNkH)pj;-Uf`lM$iT?K>B z*jXeKMzbq83w(6VtS7EjiEt2Dznn8`S<&NTCFgG$%09bdm_YcV_0E@>uZV zZ;GJq_nF8g$1u!CZcC8HdY!uG$fxA!7{fGaVy}PDiP$l3ib2kHb=ai;Oify87&gcY zhpE_+=dC-{ZYSE8OT`~M=(nqK!hS{b zyEF_xgepOJ1^el>e42eDqBWT4$&=(%d_BoALDH}FI)$cdy^6ZscoOXGb(6xN^>8Ac zM7esbM63kyxn?#@BQyJ_v6W*asJmG1{ory?={g`|rp85L^Pt9^yZV6413d|1=Br5x z2~|tZFxg>d!o~5^u(`E~#h_g|ndf$+zF5Z#ZIVbJvQ=}4KQ-@xSXFAE-R*c2Qx-0LdfJu9_|^ndTj z&5E&Dheoe#xLYG4X3Q9AFVfcvRnz(9L(kU4u**+ra%{w*Mi-hfGHjnZz0A~bZje?t z|0JwH*$^s>sk)}XnV96eg6=6GGq=>lr!;XoHOtr2b3Qt?wS9P9t=EqD9e*+e0D>gq z`iQqcNzsO4P3F+}L_79br2$KBk*8KM@#g3)*%RrRKHBPdmu?hFtluCIiM_Ua`kiIevW57ASR?2evF>It^H4{t z8Xg#58<99RiGt)ym<?H-{!Y+?5DcFBm-{C48N`Fsi19K*xU&~NgJN-NFnKuXq zm$TE)zPU5l@mHhQ5Hr-$C^lBPh@F95_UvYe@!Wg;nO4{G^j@={&Ap$9tKV@dcZ*c- zsyyO*Y)1b&AWd(_v$A?-5jfwN?vaS6R=>5&d<(3i?AL3j$fv`RB+kg*Hrk$)Lu3{xN;m`!~5(k6IAlgB060(;IBG-L7@91(3{Comu@z1*pgjJo7bE}jnQ zR5e0^m^BEG#|DQY=@otA=~rnre5jd&7|6|&n85(_`yxB{s9F;%Spc6Ybo7utS6|#w|ksOKnb!{%T>MV{;mBVr*mu1#uht<3T zfK!PBR*3CS@`;s8XXfvkPP>WK&81&m5id_WqH^MiR65TIp__KXJB%-n=|83(o z+UFH=Px`RdATz@#6VsS2Gi3dcH{ zuuI-$zip92N;odaD>mm8l}O-NvV9n=j%Q0S0quOD3LzGgjtUNf(_ z%uQw8!8ecD-@Cw5%Bt8kCef3d{iNQNYcKbP+VwI55G^szAhOWgjikG!hcO}WHYE#K z5eUirXUD`c%rO!1XARc=f_Hi8L)M$lv$cf;TG|MB+S7T#O_13^hMDh7GS3}QXnj-k z^z!QpI~c8{EMWquG1TgE{Vma7PX9MS1d-REROPPZ_Oo`O!u$|lf-c8VZ z1g2+kmr{@|3GeBx@dUi)Zkde7Euc(xF@vbrg%2@1rlM;Q=9fr%Y)O+NPzzx*ZtKL| z%iWhn-b8#vb2p*3Ro(8J15V#38usEGgBg`iI(8VxHZ#~d3uVIkZYTA55HiZ?6CmNg z!3bH|#BxylLfP(-RN2HaLJ=|#rV6?Xf==WNJBL$C=w`5>us+8?XysEVIkn8Xa3kPw z)Uka!3AJ$Y&%(o_p3| z<;Ll?d$4zGlEd$i2pKUXL+Q_?=r{}!JIh@>?p%w|;(MlCZ?U{%t;f>RDk*b~JRlBP zg@fX>L+;>`$OhR%aom__V;a(F#t|eV3{tvVd#}tSK4*1pi98|Ly-|wu6G6#q>;~&~_*O^Un@9G0f8JAd#9_*C z0(xm@n{Kx~8~1dCwsciQBj*%FJX|Ck=8gvdK_HVe&i??~LTm%IuwT4^V>Ym{04by%Fh;9lF8F%0h#S*R9km@#LRdSLS^y*Z;!0@*2{^ z#~|rnIV1auB{o8CjG>c}m+GNZ8uO%P!*@YeRxj<2IC>b|Q24dEDWI&z4!6dZumvk= zrt(gMwni&s=`1Uq*EE^k;XkW$tj3p9>pKZs)b3-rVFkOB)GbE`H6@_I_pM-kbMdW1 zRQWYE#P1@L4@;DN$ejuC#O~k_GMX?zQGSra&f=3Y9u5pOEuY~*-}m=Sm#Oa)#&R5? z@e&o1?rq|ab9ECBVWGNmZ#h4G7?B{ntC+arvO0CL=KNqf=ZDr=XMT2Ym|8mwsyoP$ zfuhPn7<6dt)COry8U#ajILv0s&b5>Nz|7YJ9+X6k7U0OJg#k`e91DBZEYKO}{hDQW zBTx!YZm6!@bdRQ#X%lI*Dwhdk>4AWx$5bw`53h|M*cZz2^0@^)@!iI*&WUJ_?UXVK z)saVSjc(koZ>?nMX6vUy$eLMf&#mkaXt;%_LbksZN9CE6Bh>Df0 zS?`cyl2Ht(N{t_w<-;P@!2qc^19W6$M9$?N8Xw5Q4O;NyF3G83FPi) zot*sGd6PLAzXu}4bO@n!d!DlyC)tK&?$L9@8RSBoEZ1B9uR`p_BRvcbV0kYx($mQ$ z|6Qg0Ogl#l0x|8bCaRVAa+I}6Xh#aPcBen+L^#U3W6C29?%@fP^0VT?*pRTHo#u|9xR&Io~VCSY~8hQh>; zpjr9aN~*q%ZQ;Gf&QnT8{$@B`Mh56Qrwz>K*V56mZ)z(YA1=0&u_?_MC(Z3;INy~{ zo;7y4W$}y5lJYHROZ|e*Ag0jPZPuQM1@mY0lMdh1Xa0!BPM~bag`}OlF09r#Z@$m! zdz`>ySy6@hz@sPidEvt*;F(?nViUvrs7}LCOjhE-nDm$O3#f$IK8@_b6?k7rx`TiA z_a|47kyBN{5|hyzHlN-wCPqs|xKcX4WU9t`$B-ekYU4-jRk;*9fnlM4ynY^b8!Q* z;{*a4KmTfLBca@GvVP@8N!BJu!so}|F3B{xK$T1A$CnfNP%lDNTe;l}N`iIV(E}AN zXwuK@=J!NC&ZMkB$KJuhzh0i5=UGf7;xq|^?5}alkz{Cd`u>G@48IdyB!sctTsD15 zUc1QxZ)~4zW&q*1KO}@OFOsgYOm*T1oJhtw=2l_ieg-Mqa$f9n?%`P+4%O)v+Ej6G z4wuxYcO2KHgDi6uXJ#<)=fCnF{sz6X-lW(i=s`Crb{P*@35caAc0IJ9VLGYo+$V-D zki0by8Z?#~=4bXuhO=#3!Mtj2luB%IS@^KJDntwwD84IQiO=)1M@bEDb1u~ajEzrD zD`;`FafQsKe6I`Wyhl>ElV!P21^c9orzf?e zp6|zrlB5RI_8x`MQAXsFPY2&}N*~qn=I!{PIpNTqX>zR$BZ#qrYwpq7%8irkRMZ6; zQ%{|suqv9Ck0WYpP=$JVg#M<16R6d-`p9mYuZzk)=?ToaVJ4)m&3UqcQZ4~lf+_jQjRovw`cgM9y z0QU~DKx}+U7zAvKeTNz_=VUNMl-T7#ws@+`^<124A zGYU_G&bS318_F1Kt)zpwnW+#F2@OCx^oYY8eB`abv}pymf~bZMA>^v{Z5~8b8({W4Js=zNpZBEMlp75jT^H-5xGkYD^!2(p=v) zH_35ViONe%Y6tS5<6fkCi_QyKYLx!y>QSY8hR*#=&?7+6>Kg~MPR8&dS`L;ZLX2XP zH{@VN=!3fSJUzDSW#`4FSBUqDOb;X$IELZ86b%j2OW<^0Xo5Sq7uvuBKBk91m2Lg0YhPab_UHQZRTV zADC2lDHtWIU4GprODd^SW)3Sq*z)2F_{7ycM_di}Nv}6|#g3p=^R5(g;u2!Xm1)aW zd2-}|Vg6Gak48DL|CBbY3EbbcnYoqLw;WCzP9JXD#wm+wPt%f(DbB0k#FX`f9LaUQxsm$o} zK4f9&m@f-S<^y&4kS&JCPnEj5gB_noVN5cp*8AptsSGJ+IH}U3GPfq5#`zKULcg3= zn6bfBZ)fj@fCDZ6ZVYl(WS$B~{Gky)E=8MnrCNda?iz4UMCnj-Tp3$|p5>ZQ3^2l>O?)53jS@@OjaT+6}rSWg&7>4nM z=;^`SI~gjq2dRZn1uyx!_BM5gP{BJq8LqA!FyzV1Gb&3rqPFZ0GC-agjSyn|wupyC z);HX`P~jLNqlS$ud*!-sB5qTX<*!6$|;iLnGS&SojeF z)hJ5Yp|#lgOJydjlLZYej~NlCa7y1KY7#b}l*4{9m)r;;WSC3^zvm2c*SFpKig6LS z5z4nKgd=Y&)B5UEgBQ~gfO3d`S-e$=YZWCs{#B(vmQc5kh}cL!G4B+sUO)R%B@so2H{Xq_lzHF&91aWX$H( zU`SuaQ{R6<|6!6z17*~wWp;_D1@>4uPIml`jpu8y`M8H<^aK%{S*0gDh`iK2xi%E| z(0lm(hCUxo2v_NMM}ZT?cTV}9Zg;NlhXqMX$l5w^l?y?>pCZ*IC`1BWMMtLYm=ID= zuFOti9C_jvw9LF3TAMsSM=pq~$#8T-g2r!=T;X;%(4T+iP`h;wh3c3Rsbf|TIi;OG zdY*9Pt#8|ZW_oab$BkUJJoUrpC1*sIX>Z76E?fDQNKkMC+q*Y^$vBtrEzxCs55IK- z8=3pmfU1bUy_q@xYCwXVGZ{oxuamTL639x%{!p@f+cZL4+Tm`nRh1pO z40G9YepJ&e=&e$eQ?QCE4PGTpN~*#?LWA@>0djG+wma*ZLSU)^{&2#7r%Qip8o zt#?K$2^IG1!zOOQvvC1#+$&3$((JCduIHT;pul53F9SJhLC*_V*oB%Cbbf_3DHJUNKdCF9M>uJxK*l9)2 zOu8|LF4B{^Pg1tYN(SdYF~4AiKh3PcG!yG1<*5?ljZC$5ssD5!YL20%Vte~KKKFe9?oc3_QN;&xyVKb?9lAOL^gt9DI10=ySVy65ZG0m-8E|0uC(p)$hFWi$&e{nDwT>87F|@)4{Ir5ECUzy`JY%m3`04-L6a&wj^*wg0j}QM2aY)w$cPU!fppxXF4g>H}(Sb1lXbo)-hz0%>I6;Qs@lP zy7&TJZfy_<+WB!BE7Dr+)RZW8(L}xpQv=gI#fuqrg&h_$tSY0fNQTn-cB@J20JJ1t zs@K`G3M}Gge1gqk$q!Qx-J*EVXCkvlcW`r0cEXpO22qf+buUg*voi0F8>QKSar&m3 zpTIb;)j?CU#@cyxL7V!*ZIE>&2+!PwMI!6%?I~JA&pS3PJJG2s?~f=jxtM6_eDlf`=>=Ww)pP!kz>m#(S2-m(X1oQ^NjJ$-1 zQ~6%!WxRY7x}3FPoa4&*nn`nQ<>ME=7tpva_Bf39MZGqKE+x>EAb$WcK+eBpTE}rc zJY?F!BTb=M1IQDM6Ma}%;#cEoC7~{n4n~GeX@lH?v z?DZ|;YSQ;p&I6Lpg*$Rvnt<1*2J#%drg0pqE!iRtA%H1jDvDs?DZs>C9c+OO|M02l z79yJXIRiueZnZ8d?Z@h@dllB7FgJzCo((Tivh;R~SgTMyE^Ty-_Npst?2Y4bV|R-7 zQMgz@Rc=u-;e{BxMU7^J7s)NEeo72ql*%wT^Z;Ca3nki1{>Nn%%X_bet^~fJ@?2@VTtM;%LQ|D;o1NtDB>#L zTQ3cBaW}8_VGLE)cD%F^>GcHsKxdduSR}sVJ1BodY}IAqKSz?xJ0U1>GVIU*UsBYK z{ezRv!8VtkmE z;TYZej=kNC-alv%Z0D&xKI_aZSbL(HT8;7wlnVErLGVX>qdz9o1cZb}R&d$Ie!!-m zd2ZSK21R?5KsifYSEf=W#ax=Bmv6Y7ApSH=z#|$U6*6A5(*l2w$TGn02sJI3$?#cQ zDNo#7t0jy-J++|bh|8BTeC~|Vn9+lOQhXy2GDhQWx=|d?D3#m^SxJ}K*piNdCUTSO zY-}bJDJe0TRev`%p>cz-f(m`)LyP?d`S>_BamYBh<0&6=lB{wfZT8d~81I;Sa;K+M z>FBw6P9%{-(xD;g#$JH1Q(jsc4pWrLb1${UlbgE=FF@kiky4J0=8(Jo(U4%nKJkIM zB=7n}Thx+rMzB_{s?<9#bjFWA+eoY6yV&}>JS>GWn?B&8qBI&Api#cH38@$B^^SXq zvNN*=q$9`lLeBV!#PzO znzS{vFd#UAaRQ<0WJbXpE3z2b40NJ8V5g#AkW&}t599FOQ*D!aL{`(>@Q?tE8^8Zd zY$@=pI5DKPB}2x-?K?IRc9ggi!zCy@3ag3PRbR0(OOPVXvpLA40L>64!;PJC@cc$rg^5PU;qqXOYc_YAiHe)q~tp4j+yv%cM$8EEiwO6UgQ__En z1kL8vu+~G1QCc{U1(R9GvBQGAh7?uUOY)9FoGz?gTj>9PT}Rx6cpB$tjcx#&wu}Ht zO``5Ob4l-fKV0E6OT@Rzcnu#~nUYkUuxYeZoh(R{#L}7^V*TdA#;ot)q9iRynuKZ0 z8DR{w@y-EdCKxZ77ntZqQ}K8^b${0NRZrNN@Y)|QilZO3<6ayo3;p?j*(Cz3+fEj& z+o8h&)Mngs7+$eN#_6_0XPMtdg>sP{d20rOudC4g2NP{Sp(~o)rlMKb$SA#Qu1!h6 zBb#QolYXgw$jqFWL}yJ*C~e9UR6&e-ojr@$~66kNf~q~gO}_2 zqQq~VBgqX-SEddL^oHgtQUe`c91PmKEe=VlnnI*6;|_WQ+AEh2xlz4R6JbdHgFaO- zrk7`oHj%w7W7L|8SkZhU3Ndcqnj9Av+v^{r2{m(0_Fq2jxvMVm`7){M1m&iQnWav^ z+Bu6hX;ri)+=`%o6C}$pZBeL2ftM~TQ>qvuOfQPH0S1{nM;kC7pry)@#(9KFHkBe( z%gtFxxkXH0E~|ZcVd^S&@H0O(%<;jiBriP-UyXCbMlVau7}_YiW=uv_%7bPqV zO8TP~l7Ip=^-=Uwrwg-Wzr;x4>aw!oYa(lrR-}XN7Oar@MxajuN-Xxu)Xa_nTHYlO ziCCDfinTGq>%|0Q1Jl>XHDb6#w7wzhu#DLbO^Y3eqz(P9u*UHa8ZFzW_(r!@ub zP)|^r@-{}*f?yyBYTMw4jQTUi18Cqc7iBeMvnBK#(W+&bD9;0Q1WhQ>;+>?(^9Y<< z!A-CL6fK@$@u76c&;oP$RuANw5Mz`U%qm%D!xX=q^-<2~07Bzq9`V!tRFQrVIDWvh zlP2guT0cTITn(s-mgD4u>_DwZ59z_e z!NxyBvQ}8HVZ9)&{(A@d@8=S{!^MF5@AW+`M<7MB6L6r_HsGMr=>gC$k4obk9OC zyo3xs%iC!EfrfAeRs&4fMR3!@tWAHA8|I*xuqS6m09Pva(6FByLL=`xWEb9!N_4uS zygM1o(+4mG#qn8R*z41wBFusGkvHLj|C)<)KXQDY*U9M4gc{wByekk2r7*8b{8_#) zCKHjCBu9vA4y>BEcY-t@%7pe>!=bIG#4y3VEgN2@$zf5fN~MNQd*!+xzyU$oqhP>n z4V4|ETqrx*Ism)I4ioDolIofTaWX!nt4YO8GRef;IXi3vYtMlpira%GJG)^&!mzzH zCnaI(3CDdKj(}F;o0{fBD&L{{jdx3UlR$9q>{#X1k;(fm&9ptfH0*FNQUNd4qY{|0 zr;OX|g*vCvO=aAcslfLa#<}DM$c<~8b3#t8fjlAlE%nWps;RAnTHa|yD9a$UR#+1R zx6&2l;8Mje%wKEg`!t+Ph_(`OiKS03WJ>Cz91bI6()rF1?b<+;uQYg_9C0hOYjQX| z4!4W>FwdT4SFAGdW1^PsXZVWg1dKpv2zn#v!ZIS|COMF4(+9MPobGqMA{AF&9f1xD zs>Bx8#LcBoY_ItX%n!Z!^%kw zkMK=0zCf^4sv4-;&z62khwoWj!{`^|@I5A8G#!2cPSC)`zh+zlRus@`Zw}VP%{eIW zNE^DZ#tDy2U1OJk1`cci!9V9b(ThrNHU|@@$Xz0hK|{BV+3jJ@Rrrt0S!&};(qkJo zC8TU?CzKpIhjA_FbLT7pdnHF}GZ~g$u`$ekANi6{2JM&*k0HKTv7cy9!`C`*H2S}b zdVV18LeisrOW0v;1Qvl3rhK}q>TqT?n!glo!^KSSG2{F-k_XXkovLgX?SPgAZly01 z2r2`ieEmKN8%bDsY+<6X<1OUgaAaNf(Fu{|O^l$NtE0MBgOcK-t?O^5$NPqZ`8l05 z?;&pX-Qq9ha-TDvNW{)4bV%VsVaQB|-vy#$AcN}(ZwwcY^EG3&)TG(n>g$V}pw!;^ z_i-aT{OFu59!5v;2D~wz;{-dEzoka%;Jq#cH$HmC^qk=du))10H^Bw^YN{&FNrVwS zC*#L7k;)1R24*8CnT_|h<@Wingn2HZi-_14MFQqfVKb$9Uh4S_P5L+D3b+~T#ML;` zZXOZb(XC-`H-#40m&537?px?K()%tbQ(8uUi@0xiarEoJ1V@8V9T^jrBN{p}1ew)X zOQLzTB9fy=F73=$92&j$Efyg-t)aP}7H>ffY02dTeL)~YrF_8*R|;NuLnHu_|NXcn zL@{QR$;hw_IDmw=g}N$sbX(X))Hj*kNjsVwNI#dRfCMxJaIxprLZYFE=p3+EXe;Vl zHNia3WRt$}z=MJ<|0BUs==<+VjRLf%4MFjWv&n5%(}8&-$P9b|>i;vDf!qH~X5f|f z`;3Ktfqsp{?*9@tq}3DD)?T-G;=4>D-Y5tQ{^-$4d^DYiB?FC1)`cWYBGzLB}*u%#TzNaG{Bl zGpV+dnYG;oEVOEMv5}*pF*IT@NoLWgP*)hN^(G2k@>Wx-T1&V&&^#rBwI>%X8qUNw zShPDu2)H!u?cl^SL3>()AL`m8Kd2{FYYFKcLu&!wXUdwX=JRrwu+7_YDJuP<7b|!f zFGybEY3(y&L$=Q~u^7BkP^x-enVv%rXI7>wy(BXwsjeVwP#0%wHhN7f^A4jokk!+0 zl==VrPluvkZ~ae)R1PoErzTnSA`or<=mj9f!zP}bDI8J%)P7X zxTWo5}Ac!7)ZXWg)^z8vy-hsq|64)&Mx1MQR~mGY(W|uEiH3)CX(}&R#^?M zkrXB&-Z%@~Bn^spvir+!;KPtukl>_-aM@+4x+fj@In0~VMw%$zh= za4154v*dA}-ghPOmh?s^<|yyzt~JR^mk*{4_cCoJU`_dVGRMs)I~G;zptG00*k%n5o=B=F9} zyZ}BWjuFh-E)ZzDR&%&yBEVtWoC4*0-aXp=*`dtM#_mU&Za-5_rnLov|E!Y z^Rpe^ftLR+%4Y?%ulsRVAzoKdgm08Iaf3C#$O=VtQ)KQD@_<;^kDNVvDel)mUp}S_ z3OTd$TNqX)EgB{lY_*BR(6sTiWtb9qv%KV7Dd23A01vLc|3{%3#-rg$YT2mRzQc%M zfj(KoWk0BMBRHn9Axr}%M`ZLaKA^mLw`R&cKEhCOgC;blRC|n+AKEM`lfLWZxI1AZ zE15+=bUAWoNNJKKIXNsdoDmIEeJ}wo>|3p;d`aZn<#}?sv?j~096U=8I;-<(a?I-> zABmU*fGj8$O!cNzP_wvYhRW>{He{Q;X08<`DkmGKNZMi`p8pRADGc`+Sd9i zdzQAe5W@GRUk$wo+HRlDQg50%p1FW8u0ZM?g4J6DfdRU|-|-f12wS=J=|b!rIq7hN z&KTER96DUy2uRCVW31d1Bb?w(#y4anJXJmsXOxohtDW^epCGwc)(&6P$WQ887C*mX zBSGkH4|o-HFamw-r>Ee)>d$9&iR1oYkYrel^vuwJV!3t(yEkv@0S>9CyNu1E;1;FTF>`%TgY25UKM4)QP>h zG0n0>aWSfBX;y$o#9ZkHdC(DDu7LUvyxH5pQk@$_@x~j$L7AbQ)8D9+#su*j7p^w% zq9Swp=jUg&$m>DTKl~6EP^!YTFYt5w$Cg9r@;q7}U||Q`5_@|R94w<*7N(5U?N_Bv zNosYtGtq@C$@x?hA$4WGPpT{>4cv~KC%B=NOm!GQ z^v0db&eqSfU`_w*CeLk#3!Zm~KzcHfXe--0KzK+xyGa5f1Bsl(wG!o^thv}@=G7He z99X)oxQK1v3m0ccmB#MEt_3x_8F!g2=PncSgyM2_QzSDf^_Rh>l*#+EBFk(3KMR-j zl5(EU2A4X{y1|U1hkQA{rWCz$!{FUv6Rs||5SYrAbb(Ngk+a8VMvF3?MDL*(kqrY5 zlT(V!Tg>JYm0Lv4h(*SR6H5jMIdrILWs!ZHBjCBH6eHAy!kUN|;H|=h;y#LRtBZ|N ztBzrN6{YQG@0KIB`vCszpY^EEtqi##d&W}u`PrYJ`3!y*(8i1SaBxDl|C&OBveH9= zm~y(*E`Rdfe@#K}E;fZ6NUdZbwMVS&5Jz4j9GP=*0gk-$T7w6!(VIH%9`w+<{hbc7Jkm2?u`BB-TXih`xrK`{VBT7% zP#U(j@qn8_fW+MlLl(XVnM3OS$iT!OVH+Ap!!O~jeU(_b3_>Sv?ugt!lEB^+&8)YC zwf z1M!UDda#*to0**qq60$%f&lWWJO?_zBvXQ;Zg+(f2z|a7Rpoi~PEd-ND|O||#o-o$ zt4-a5r1j@{R_Yr?7aKv|cb^{5UTu7Wrh0k0=-a>7%51XtZqTQly3 zpNn}tHw&NHLs?yX+sb=ZfrQH&nHYY=E1c%nE-OFeSuX4jsRbl+ZcjRPjdzX9+u|Q= zAauvvHZE^K)wVPGM=$lttswFb^hcbitw}~Dm&`S>L)62=(A_^pJ@kiI%d4_m+JbHu z9nj50Y3aw^j2%w;zdkgnSgMr>&s0`fcv4PdJCdCO;F9wxc05wKg~4SuWWe{GJNYwD zJ4a_I&>=8)JCHPgL|}SiwB!mbr^Z>_nX4=b)1?1VQ^$LZTQs39f?1oX#PT;IlwaEQ zvZT0At%zBRJC(;MK%{4^pPQn?-d1}{%4i2Cp3Q+2+3vA;8Wh@fb}<%VJsZ6o>MW7> zdm2RNCSAxOW7!u_Rc1#r&F-NhGQ}*c7rC$+F}EzldNajYA;w-(HJ4zi^YBQ8{Gfo! z55h6W>mRP!oypW;$~r6Jl^}qlY9^9qj}9b>V?msfHPoy$%Pb zPJw0iWu99b!Pb)~)mGq(M8p0(Z%f*t`Gf2E9~NqHOwCOl4!w@RBE&UkAB9eHld02 z>qs$I8mt>}JkMJVv%H1lan_oMFrRdR1GQDO1@t3C9UB^Fhxk2DMueGP8iuoeMua(g zE2XJ9Y6$3yFjp+XTsb7?#NIpc?hE3Zu&_)g`Y;T+ho76XlBkOlNN2t<*gu-vE5X;K z=4@%tiA76V#QFNsGv2Dt;T=sN6Zr5<5+dR>MgyqvxHA8)s4+J{-x%znVVl8T8tl5@ zcg5y2|7#@iPx^&0N%BIRyjCQ$TXXt;$2-L_2zfpoLo3B?&4iiJo4pMfYjMxz#fAp5 ztLL2xxQiS1PIa>`t-nES%CY;Amv}b5bmC4IrVW|Kp@DD2i5pFB zM4WqMe&Ix=9`2f0NotA0+trA7LCNi|`V=Z7Z1X?DtHX_uQP(MJ^c^1*pMW^Kfa0EZ zRLVrfOz-(FL(^sH8I(7wlLo`TyWTR#0(0dEQMG&q*qnlqoN`OujZF~q9hX538TW$8 zSS1zLYh1)Kc#Ws@GqE8IIO6q0wVZ8kvu@5kE zmOG60DHH1g<87?2+K(zsC`dEFa0bE}FGZNcSfA5G^@S{ix&WZ@{zBe7o>+)EqzB=2 zfzI+}DmSG=2q50zF}gy(=N5R-iA_-Su zYqcBdgDYY6)I&RGM3zx#MbVtC{8ujPYDqS|47Xj@Cod#jL^4iT$&(qQ`5HNyQnDq& zY#D+0vyz??Kr#rZ3=2lT>-6PvEq&z)PTgR}?mEvXMOHBW3qtKRif}zU9yxEr^K?_n_TPz%J zn9}-4f-D{!iXW>VRLX!;JUD?Aej-VaZ4uiMetG$?c?YYwAyU>xdGFC{5ZFAYfd0r< zM`GB%;(kjTfc@T__SCpq`dG zsm%)nNS&SdsH)>=pO(##V>g_G<(XYi#vL9yQ;Zyi%Mra!Qsj6&t-_vQex=p+$0Ji?lEqcM21bYv^T+$<#beg=CXt0%;BHmI)j)TKWnvhLx zfCLQ%HEAi#{qgHEMIx5t(%m>L%9}$Hhf5qv(wrK(0?YS=6x8$)R`Ky(YCMwi-H6ES$k_bKl%IuDGri&EonOS4)WlDA+{E zqqmi;8z((f8yN~ELZ7GiLZ9~*Kn{}#rzp2%?lA>lyrR}OIw_t0i>X{=cB+=hi*e^@ zK)D+$wq%iZ1RhEsn3(gYj+0|);WN0H@!aSlCFicO1&rS*>f^*2T=n}5ii#fS8`jxL ze?q6acNS%HxgVW^Awq{Nrt+n>ka6m4Y~F(H~P?l41oDy?*rS{t;F2NqDXwID<0I^k#!X+-7MMO zz9}xy*t{SIrB%}>gEOdFijbFpb?u7bGFW#5OI%z!$d9WAmkuGekWa0W2K{%Gsd9Fe zhcsU7DWMr{wu=cw(#zr)tShztOrVj~&9<@62-_~q!9a*~Z}FjBs+*T$%~fN|yRAs-Aso*K4!AmZ|`lC*hJ1fiWg z0#&H1C`!q;%dABUBxZ$8jJaa+dQ+HqdR}*KkX&$ynmxhKXTWDybQRb;K?#A=BND;>d^XzD;SFugZZAn%w@cl7wh z!(EcE7MzO|F3|5SngoDz6;%_B*V;%RU%@$Hvyl-rr0Xhb^9*SYxwwv~_>@ZN##14% zfXes_D&Z3hPjnLFl5S5D%#hT=Y%A7O+>H%Z(gh1JJy_T7#OM__gH>tgMb!nk>+xD> zi^(?7ypOxy8=vTuTwRp)o)(N#*H49OvD)_qtKU~6fOirUojhW87wibcIyf&ogVtUucyuf^2D+9IutE-^9RbFQO{meKBa5P-&7Vg(u-yvGBChKgJ-8MJal^wQh ztXCeEy8iWl^JCKqnn^G)7xv zI{glYvs<$zm=>d& zZINik&t0LmMEwM}ytf&b1yeuesKKa{i9+&m@Kc1WKt4nN9SIdpIt7d`2PGA7u=l0~ zRpAm+ZQZz2{xeOCg}{tzBr~&5ABwPifl8DoWcEpeLcUsDhFejWls5coseORvBM?Ly zx&!ye;sN<9FwH&hRKg@+6LUtHFRo{9h91slqLb?=p}3ovI8U5}p|`{# z1eax6K-3$OZ<5>Q0LBw~48rj%#+m5EH_Nb9s9#_LrBw)$*p(H&CI}b;4Z=Jn$RT~D>gE`?ywRIQ-uA7 zKF=&L-Yg!+Po)3=2=E35U=H`+3#30g`5L_>OF*>ivQvkex(m>e#dT7xn_`?z9hb&gP?T>y z4SJ7?s9ss+2fT3d4U=WAD48$m4Xm;AC^t#ayfIgmEX##}IXpGr=*_32)R!V4w7%PL z#HZs4sb(c2^mMQX27{lYwtCYg7pu2I{)Fn+_e5pE{50Mq?@BXS1@$!OU?JhaGj~K= zTvv4~BMZ?%M&xvSWqWeOH^AQ#Vt|3E0j#gK)2XqNj4AA@QM*^OC=kI=fLGM4HQ>d$ z07YhbxeQ{-JPCO!5!*b6f;vfjAVtC#((6m99H^Ji-b@E+ocP=`E ziAS|@JbRz~PeKcs1b}fc&{ClC1mF(%8)6N6WCc2=I6yi?{5 zvmH$@O>EDT_3USxCga&JlTiI_VLkiVrD5D8W8Z_J*%n@$w!;pFE`b@h5FTY21bDR9 zNy;rG&F#?nu*1?*saiuKX=d)*RcG$i<2|2Zhy0fiU$rmtxqo!nIKqsjNrVF*!a5$R z-hHiw4Mu=@GaQugQMo(Wao5VN6LUIz#=km-PTV5g)*3X29 zL};SWtyaZ_!Fn7fUG3Ga=0i)F-8IwWF!swD5MU6I`X%(1WJ*Y9Sc#mMIT-I;<4Hhf zU@xM`Q;y?MAx?mHCY2$-h@+$dBd$ye+C4eZ--+K!Xm17+94is!SS^ZgZ&t}m`+8}L zon{jw4K}^JZKMIc5q*zQW|jcQRcl|!>1Eezz@r0Qu7ylu-WR~y@r>;9Bur#SG993y z9@=I`Giyt;{I&vh28ig>$+i5OWAPZFe4t= zOs2OMS9Vs2#dImHUOf%0>-!1VE(_c9>&kSr3&##O5>%B^D>Sy%Bo(|Xrb)iE&e4&y zpmNvkP|+tlP0lmc%;Q~0iC(%KY+n4Rs(V&5nJML{2!lG0DZ>ie)6$L5{y!PZbVuvd zJey}K(dlK_)s^%-oZT%6RC?J&sykEtINGo_HmJfQ;N>Kv(o@p?nTpz>MRw>N;xg}j zRI9*%=dqc%4Uobx<@`fzn6b|fw9&pQMkOt2W#y!1mNS5FXBeFze5?*Dv@iv|G?TVmGLwb2c=fIW9UWB78SFBxU_r(+ToNuX%guynf)wwcS!;@-G= zUpqw>B(GM5e||cg{CBB$>{0SXrGCtEVl3%oc%8Lu(BayPb~X7RJ_2H&AsENRd_q?s zJrDX>*t@l4G2qxVd$_1?y^&FMkOi>*cbZ&CyuEbE?#*GFGGx3WMAP~|F0_sVKV}a7 ztX>8=kc;|GXPnfK$y#d0D!->Ao6`Q44xI(HTY3Y#Oj(~}9~Ga>z-h^6L2ror@J?O1 zk-r}nxs&$){Q!)@chUSZP;B3soTlN4fQ*0~bv&z%Y*^-h69!`8bUD8lGs$Fg)7rdz zY~Cb$;+asCEw|7i7Fu-ZQ^Tg>zc{s>Gz`vs5+*@Z!|(9-O_yK{b$~Vo0^}1zE8e6J zjxxUjWS}ELPhmDjF*KkhIyC3_4f?jvuMTGFvFP3d+RtkcSuWevkrW}lkb1rv+0$k~ zenAqpyL^tnnZo@nPws`Q&d3Aj_fYsf+Y*84OzR<;KzmS^XZ&xf^vfKGd~ioZWE*J+ zdHke*1BZiA7}P1rz(aeS41&%J(!dPuzex@|2oX9PS!q-MeDeZ?` zD$?y!a22M<_G&yzC`y+Fm=k-kiZ@k`Ay@HsGDm{Z_@k-&P_?Ix2UvsEG)mY)eo~Iu zul3-kY)=OqcjN_bj;sFp?S76cL?XU~$5l-ytS@bnp5IaU=D6zmzjvg=!P?PyjX-`M zn<$T_BuHCD$_mhWeln=V2U#w3!Hz>OC(rREN=zj1%DVRb>|Os_&S&pJXr(*eOr|yu z6Eaz1oJ0jr&s^`mxV}@4DHp8v?Wi1X>kXN5#a_^x&vc>c7u#QBdSeoR$}aU2oi%%dPOal6Sgv5z=wzashC{CR9fxkB6+6mdG-9Z)ryd zc}C#PxuIxo(%T?iNaK_7It$bx_05s51D@Ey_|c+CQd`Gj?R|$-P!Nbp$D+H8?%ri2#^(ySKg6f33|{kO{Q7GgG@I8%t7 z1uE1qmq_dWwo#E(P&~(7zI|q7+|BHqy0XIlV=gr!q0x#mQ!3sJ1whLntyjhXR~M)g|nBuN-}bc};e)!_8s*B-b{Nyhu^Tb?YZO zK1+R1c4PUCjyrb(Ex~f6ksxbH95GkK?d<|ot5E~H!k!o_uqkO)u#*ZQ56a;p0WS9@ z$cFfmGji%})>QRNE;egx3J%S7iSC0K55&g?j}eeS1yPcEZ+V#zLbY zv+k|)^e#&9^*>?&^t*?i225jy*g6}Ez#9A6W1;}lW!X~PU$YDyK3k1jged9N<@Rzx ztu?tEtRzC@#C2xvx?-!YQSO)g08?42T5Ti5hGzHCWur@b#5T_3v{thzf_QtMC>ftl zh-pf(wcRE&iiq*c@QhKlp|*A)@&2t7nI`V`vK=OFV0N@yg-q;#LJhiQLOW4A%6#1{ zz`EPvvb3My_bckd z^SwR+kgEaRv!}GayN+O6#c=A?R zm5`bQYD=t<+1x^dmSk2@!c5_&6OK2c1xdkxY6hMYO=!lD2&i*LR6Ewz=wY1=B-?P& zp+EeN0?7`+4O$vvteHMZY4@m=?{}h5Gm10+agpWu!~qXAy-mtSR%o*k4f?01UrFWB zS?jtPp@B38k9WjNHxiObDs;qgqdaH%r>OXjp3 za_VTXFk^3LZTSGEy>nf5Vz#WbMbHOwy<^~?1eCo1rh{CpBj@v%D1Qk$zipnl8O8=P zK0mC=LIBm2bANLM-{id(8+v{%*` z?1r#!pQ=C#3lGC8Pc<%mE~UfNk^Er_@#2X~45$1Lb9DUVES3mlouvItXeHY5{ZB&6 z9Nv*xdtj?#Dl)@zkaXhbI3Saeo#YdT-RjcWgxREM24cu2EW;-jvdHmwxabnkeK`}v zH?4hYAx=V03C^ND6s!qHjH8Q-vp}u--I~!43<)p&NO;6^YLv7g0PgsL)~v5^4)M8W zYuAkFBKA19s{@611$?3xB#?aBf%Jh5F>=m1NUdP&C~}kz!wu|8)aF-iLwjouAGtDgvn1orlXR_2rg-sZwRvOr+Q~Ua1_qjV z-ru!W?&#pSt@Qfm_6A*`t3zHM^5)Q=IwLA&u8+*}v65_U81TvP@g3pgI|psNkbNsbdessuB}f?%~2B^4&2;^^0ByeXp)Ml z349KFWt^1OdtkX}P2ton1a0=jgIZlxLTJ-7HE*g54rga=^-2du=@;+AS#P?6+O{uL zkNz$Z?C|c+BSj*Fo0$^2dMw1%Ba?q1jjy_r92Jp;B{@RlD<^;Kq=coX*#E*pwv#aT zvmUIWDR0bGhI&EeHu-^qC8L`xdz;?N!?0rXcwHuOwMa8e8BQldLXxp` zGLud^VE%q!8AA8_keu$8xQvv&Ms08mfMmo!O;%7X?{4k};W>xSP(iPT&hKIwqjD*P z4Lgi^-i?53$0Tw(Ty{oDcE(F2Z}ok z5Hkkaitt%Ge6O~&9|tp@PXZU6v;-K**sPM86|zfErp228oQ1oTr1Q0cnBz%D6?9ab z$YlO`m5}zVFZyPB<~N+Q1nEElvA>WH2R$^Ua%nL`#ZMXHPR1N6@S>Qpw_yFAWMPFu z89$ct@*x$1J~^9BWV}^WT~2y|6L2q2a?a(j<*yN@zUZ(Dp88gXWrc^)FO?UYGb%QH zkDmiOOnCj7*x3Ga?2A!iy}zYt&jf$uQ3PxR8Kok{PQJ=-Bx6alx#J}5LprE5fjoeuY$<^pk$LR8Vx=f6Y=S?avxQ`Kr4iPfrg;2Vpej_I=A zFj-JX%W#BT;H^#dapvx!2PtGEK-ecV+H8mJ6(swV=J9A$7qr4;*6$?7mfHMhwmz&d zCC-zfyWSRFNC8{@wz=6fu+?c*E3ykHgnXbN-hxbwD{4<$`(o`hy1Dknr|J99h}Zrk zrXajI>$)wUpZ-Rdeh{Ua|5kW0am`G~8jAoC1yu3+<%C0X^AqA$PKG=%vc=1Z$q{-t zB}EmcUeMotW~ytJSkWN7tM6eRw%M1%gv=8IiA^JqD`ok$z6(ci z6BCE#Y68R89$Ixc(}n}>DPlFjG0VN9)Hl|?oJua^+S{?m7E#WGpXJfA&judXjEzy1 zY+F#%9z0QjFmAPPtrPy6XX9t?0~&vId){FIOfbq{d=}IUcynY1XW!wUVb21lSF76XJ#khwd|CN8G>!Z zsnw}hQn>S%RQ3?z0;XuQW-#{@6r&>^ME0q`Kv9Di1Oc7&@4z&rhEu zoQm2srLW%8`(7qxgjxi#$wvnrJ2-BbsUdch38-Q*Ut4Im-c5 z6(tzQ?W6%QCTPH#8qxt7&#QF|RbD&r1$1U^TE?ga1LdSNdG`L!5qWzkFONtH>gnxC z`}s~ncQZ^hdOpYN$>$*4pjs;`M-xj3PQ&fCB-VA)v~*p%%F z(luL|uqoSNWcid)`JK0^oH6t!9ezs3_fAN;X0n)eT&s}QR*t2FNWUL=M(Wm6cC-`o z899AMDkS+in%L|v>-CVn7uu~mMZxlsgIoY`tr(n5uqy>4XCxg_DQPo;9woiIa)!4h zEIQ+2E0;@Sjd}q_5#d^pr)MX_0+=PUPzvjsEE;0$7z2ZCGr>qgIAR?47MLO@O?0y1 zKT+gwP!X^}Q19?3!%cIV;w9vw3=&*wm!{QRF~c%nilzjY8Icu~MyLXL<`5E(m~5S1 zCq-0CY>QBeXY)!d-0JTGy94r-;RoFaMiGl^l1@OXw6Qb1-yI+`z$$`>Dz^cLH13j91l4b$#vhyzk`h_hLRz<+#nhe< zl8~|Niw##NefG6NOXL7lAhcxpC1Db$HO1LJVHdTcVMJ27oDEjo9VW$pl5rgw*y3q~ zJGi3~y9{+=4tCD?vdbCB01Fw@DI=|hjkLQB(-f&u7c#W63RK^6ZL{_s8|penQcxrV ziZw|u!?w*t#P_XihuY93L@{znFuF$|vz;_yX-Wan z!1!UPmr;EDlB~qzV2>bsdw*tFda(GYQC17zKCL9#H#gA!gHH5lXh>%d(nw@>wj#el zR_u@e@(c=4$yIrTaWFuVu z|KPO(QQoU6DOWlxhyk*8o|b`kZyJO&DC;E3$FCscOuj=%5enjyF|Mubi(>>G2%OMa?w`*^RI$ z=s$FjMDUXE>^BP&6e{JsU^ByIxG4Xn;#(SMu=`f_y(P=+MG*UVCTAJ>`x}FYH5XTIX8y1V#3-I2@j@?tPD>EA@%zjy#aTJQ1sYtPnJ#!wc;Q0F z&@}-hVV!)OlrzepFsKQikiK0<(BO$Z-y_FToAUdO)Te$7>Lb*Q;I zbx{G04q*yg)a%>2f-ttOG){YUXz|I>M4SsD~PC9`KY6AZ3pI@Ujrs@y-CR{6=O%2O2f1T_9A|8-VqDhwl`4r4~a zRzrvtx7Ow|A2+a|tbtf{D)xqPt$Wk{VBeaUJ@d0<$yOUx&Mv*YHNrI6Y1bdmxM6!D;_XQMPoOOSLe>{qm6AATU&93Z2 zmUcVL=t*5rpQ`Q)8!;&!)227w5XQIrehlI@Z9nLc$w1o3?P={lnL61aNs=TaeLFCd z%ODBK&E;+4@ygYf0G(Q9FlITU>^)(M_AswlMbNVLEcWhj)$Fa7tI#mg+gh#(`LYq> z6Lx*Hlhn|Zt@5$q(x>Gbs+k+&HkR!d+oyF+43lggYc}mq43&&UBf@CQ9LD@WRA=oq zs%cK4_d&8*nR#4+sy&=5*127n9CWo@Y;5`1#Me4Al{c$0Iaaw5G&vL7WjJ45+T<6f zSe;!aa%l~vT2|bF-rfCHe!*=wsT&zu1))L$OwS}?i=MaofvvLd!PE*-;NdEj(hz$XwGpyD2SKt%;0A=# zL9=;VogyxRUKt`V_YypvmW4HPH5q{&EX(PI`r0T9NNPmVo`$@nL_J-6w@jH9#sx9n zhTqZw-VWvL3_Nr$|J*R4dG9=y1ka@w#s<&zM}?iaAqjACh7wF{Z7 z^lpwF`B5Ah&giOGJ#E%UW(vI}^c%IcBfK$UgVpGcu1}`yiJ}Xpi*hftVBuM?LAN;? zXa`5Ox6ZIU1@}a7+J-Gji-=as_I5BUlgHgoJZWVj+bjPNG({RH@o z4fN@1KR~O#II^M&qpE?7lqOUrbXiaw;K_t49C#z91b!1LA4d0bV8XsCuR|Ty`~GQh zX7L$~UnO}_iuCBvG#JONI4<%ctatQvTWRapJ)s-$vj!Iq>1=4Ev_%uz@s@TAS)mQ3 z!}01JhYmJ&nj^spA3Ft=S1@+M+|Z#kJ0~e^vzz7y4UF}($(AKlx=H0}FHdr=Y>B_cau~V>PNQT_0<>8hw*|fW; zV~F@f*9dq(+r|xvX@nkYTKaIKJ}#~E zNdxaOYf0u`uy6a3(U{>Kb&l{Z4ca1E*FNKx<;S1d5HFv^2HzKGaG8ip1xr&lz(cxl!w}5 zDkaxvCVM7n4J2*GlYAWLY-<9|iOWK;i*bodUOXxp_UrOv%nvQ~UJHF%V)OkI6sU}<}sDzoSwk7)0S zwbszy-N~L)HONtUgxe2i| zW$D7Z^{ppfiD_Y2$+h<>AT-mzUi={4nXYaU@(E?k!pn2wD0_8RW2IhCshG~0M6}!u zyREuLmwd5Q#9>%fDMF%N!Ca2*7|Iw)&!xcN4n{427jjx99U_rXzNhL|(RpqR)y2zC--n>9JXjWrdj8PG$Hq;&sWTfEkjO~Q$^aS51%BYZ z_?Al-R+JztO?F{^a!eNnO@U@4^MG18%R989V>@AVX7YBzc-lr8MZ-;6og-7PIT7Uu zhR+u6Ncl$1$#4#)Ygn2I>>ng16*oq3UChxVlHf&k3vG||vy!aL8%}%^O`gpRgH;DM zq&pJ!C~$#7)fjVu@FK**IYR3fBGOB)cXrDtg{+RuL?d-bav_%Ngq0A82;Vf3U&x{0 zh| z>c=<_5yLwUGgVjZiqq>^n+v-bbxbA*5AJ++4?UISq@K;_p`HxQ*YsPvAu9_oMsfka zi-4@VczsPS$Qse;KTaNF!*j!~!I=ZzbvATd7?USLGB)hSTf@%8&vCRD{8Qq3sQ6DC>c!_-lo z^~H%ht|_5L=H5-?&{ciT$Xm&3lbnQSGqRFiT_17jS_t4YN3QLO3=}%UY8_VUce^MI zgYL@5wTUnbNmR29Ae-a)r0ztsGi9{Vr+P?Od3nrTM>queyHU!4wi<=xUEc<9>Lu@b zqH)bz9R!z`V@+`8*3{~Tnb0g6Ln|a!*%3=#|!M}XY!doQ_&mRX!8>Ede zgGkp2k$QG3n9a2l1-MBr*7J&G?5yKDeBSb<+(N?Zlk*)Gz_ujoTTs3Y6FMp@J0w&C za0tscWY)H5_3Z4Pr$NppX5wF04ISn%6qwkR zjyuu;r_b0qd5sc`Cls$ZlH4Cgc*$Tv3?trigcoMZG<`Rvb&8S>A>suq<2+(|+ij>O zBe?1i^QW7k{v77l#4JAo2pdz+lf~fT6m$z%KHxtl(+=(bH?+~Ued%N&NOE2Duv(UY zqWF8(e6rx%o>1P;r;7`_^D3&BV6QFcLSb`_Xu#Vin7}Mo05*u00}Ow#bNF~QiS0C_ z#(^&tiwiCe^AvMf{{qk4u*2j_K zqeva^e7?tq!82GbilT`pA}5+9frOP_D?auXu8|4nPZSw(0)jzubHT;WkRlnT`Q!sywusYJQmI$Cx0WMkT9&ZL?sH_=xa+wg=6QD>TdP65 znvLSa?P7VOy9ZgvA?7M_qNzlPRO_6=TLGJertO8=!u60J3KX$xi!UYQS&=6`8M5C8 zq#@8&Q7a<_q^#i06NY z;Zj?L{quccho~Tu*Wz{l;7yTMBkagPg$CRjH_-Vm}Ow*+W^n+oZ~7BSk5<8_7^Cami>#?M1a{d+s+tasBm zWKlUGSL_>Bd}T;%wq6%Rw#l)l?TVLlhCIEb8#&}Tbe9W!5^uR(Es@RqDZdCqz+p}c ztIaYw;J$}C!&ZA4qM@>B^)d6)=E%)2QM#0sWK22=`p}OyR5Q(Yxh6f)*OG=qmL};h zC>JPq!vt%TbkDo(Dfe8O(7ksM%Eh(%O^>SHZ~yJu(O;zG3Q=NDWm7uP)a+YortAN>;`oD_U6s7Ge>If@xY$lbQr5U zU&wN}V%siJla%)i-LUM6ywa^+vYO5i=F7o~1&WPrya_-T+sVZLDm$uDg-VISDD z0;U4_izR>c4%8ziQmW$+PA#n3pf-5p5#eE=ymO|q46?=p>C~AjopNWEd;F*KpEsj} zQE!a;iZa}=A;UgAY3wXAOsjJ|v?=>RN5z?XEY5_uIH9VX<+FX>LR&LSBqdYr^cT1| z^H05uw{()9k9(0XlAB59g(fA#Z{afVOoLuq@LcW?oM6L|F(ts~5=Kff)jhMYRM$&}nxX?c>V*haR5}f}l)m-dG|PVb z$8KrItPOWQcHvX=w~(ty)LRY!*y&uyL6%GD0_g9^(1du) zu1p=})*e}R7BhKb$A_`*U}M695?#>rO^6$%CP~ty?^Q9}mjAsWcE-Xk1#DI5*2baI zGYS<3FT{q)(pzuoS60AE!nA#-3e)a6S+Q2W$36-;i~Xa>Njg>85BM3&&-E99%DXg# zmdcoz1~LaW0dl+~Ym?k>K*`?ro{u!-Bewet!{EO+=NY|TMPZ&v+vDfy9T)F)mew9y z%GUs&k~j zg~yv#*ZRRC8EhWZLZysVJe3H9;xD+KCE^}PA8zvsG87bbpwc00aURMnHR1(9K92}Q zV9$^yd@&IuJ80dmqvLN{V{Qdf!={+XLQ%}#({adbe0lX1pMXgH9nGz%*Kr|b0~?YJ z3`Dl($E#I{1njUqIY}LPHCoDCGhY-FQhqbVv$#NX)g2-loy;d!%gY`LcpPA`q5F?n za^&w{kKnI65_zjuj0LFMU%H6kiOUTVo`I?1&Ef{1S$kYl@@2hkQtk(5)#P~PW<9kD ztWzqy%346O{tx!r&jPSfjd?ca(}Z+%rfg?Cwa`FW6L@4UCCc9weXdiCn>&cjjwxhn zq+WLT8JQWL6AKTe%fMLO^`Vgsb0?HmHOsRL{ECqDL&*#K;Mpntc;`!AzP!kxFVFQrSq17J(6oG^DII$@l8SPze9&x%DdTIrSrH^f(WN%$AWQqMX#gz}fsz zSIsn^2?aN(PhwUD z&PM7_ZyXRQkvzrC1#C}G#+k&D^v$Oo*Y#EQ)D2`b@S`_{LFufzElZmAaYo7Iix^83 zp@CG(j*a3y+>}4P7A@-U-#MJtpj5Ce_`g4RO(*Hvfwi+B4inlBek9<2L0P8ZX+P4@5B%KVnOH0adnOjuX+`LM zJT1>oNX?WpNPN%ybj=C+AjaJTK*(;;0YDrH&6A@b-8jiQV+_+@Q6yMs9kcjW!GXR= zVT%0~HEfOE1;Xphcos|h)UcgV1kQt`B_Hm`YT%RS9;IPR`U8SI%p7dVjn3=ivgrKa zFrh4A5IXaj+TnrICn;+}B{sqZ5#PHGsXB4z?WZUM6!ntUr(V*7+DWPJ$-1)VobSm= zR2*2xNTT(vqLo8;p`m3sofg@#6*1&`B4U~pNCETlwF?NL$*lH^aqeJl&Vit8wpX@& z7CA;Aa&tC>qs!bCLc;P$*X3i~_XO)>6`R?-PjJ)$jkERvHnAs<#!eI z)?I!Tdr`7^dLs9N`i2vx;Q?dy%C}B_9Z}zJ$NXwaQik(@ zm+!wdqyCD~(koqY#e$!%j%YC*XL%0#1XrqkP--pHdcE8;a39&<`cTJ7uW3v^1Pjg( zgl(3zX`6d2u0IptWEPN-lXhIo>uxhyeiN%xa8qY5WnqPWvE331s0`WE4r`l_pkF;c zk}Rm2DXG+;$CrdTr)%LfZCPC*d*iSf#ZxvE&(>+0<6i$B?3^9gZZ-H%qgYrSW^#Ua|lmmScU2a|9vz z8NVj-!J)=RmYi^|0ZX)e_(^k!Knis!4GNFdV_j<-Hag6|@S!DC`5IEIMQwI# z9Y{)9yZ%$DXCBV~NF&(I+mC3J?3!iA=BPcH{MuCYG`bV*V3Wb$wya;?w5@9}viI)U zl@HWcq_cwQkV}fkaQuWT5&WA6sMv8@h~?Oz^3$MmZ)|CFy>M_c^$ z06CJs!esUBr#BK}YaQx}zOmEt%spT0gIjT@Zj!T-tY~^rOC*W_cwfFAG|5&TZ0%S0Xg*jP@2p@r5XK#pYDTwQ&qcjJHBF zauy*-a{X%Gh&BC9xK^kkz>_VuN4J&sb72&0_-K~l0E_=H`%O}QS)?_s%M^~{#AgOT zbL1CvuyAF(j>mp{4@Qc(B^oY$GMlcHEU5sDMONi|SGMI$i?9bE@mqQ(R zkwbS8q_m!ZHtFmoaCGAVc2<}Nw4*RswaGI%6(uFsz7T52kCu(a@nO&kCAV=73TKG3 z@E7mgtvL*%gQILTweR34knpNr$k;HMJ04cHMYHBXLuAlWA{fWWdyGTy5l~!Z+eV7@VDXC4@xHVTm7E*8bE25`l$i5E=)hzg zU&bk)N%o$3A0_o&q-h7`!IpJFzk{G5@j3$;B_U7ZoJ)5GZpY2 zoQaYA5YhC303i4M(0c!_NTeQ1BWAL@U3kcb6u&YUndGqiQpUQHOr@BwsF(SYJ%0oq zf~U#1nDP$=Bpt*k`=Lx%g>EcD~TxC?X7}_(N!kPP5pT) z>k#M*P>67+PG4L@r8`XXigX`f_>s9#uwSPlU@Tx6+*}L$iXiHlYnIil)|ZPcWcWE* zVJ}7kuOvmd1C~j(yJa!?=f&$$tOnFJ)Z+erCg&^ID1|a?F&y@-ch@3+W8`-PhzDBO zgdwKIh3Pva{g7M8tPlB*1uZP*d$n1ebQY-0bZ|wPWw@i73eDLtzh*(%d)}+!FT>|c zo|(*E*hi$iPWQ5*rk@)F92cs7bvApch=oq{aHEMd>ojSoUt zB*QTb;nyh0UQout^Kuj~7d0y2Nlx7%PG0sUaMGEMT?nvi6u2U@52wBNv+e?ruay##D)HI!n!N4Ybz`=z8(jA7CEM|0TLA02w= zEvE}=x-(G%L#^ddU)fNN5SE80qxY zZP(NaAP-O}TQKpnXg3+mt-b&V*)RXjCm7|P@ZDqv;cnKr_4*k_Olx{PNr zb!)QMdc;p32?bE6=rpfx;)0VnYmkz#RZA+k!>~-jdjtTs@P#{M)(jC~_XO|CcPK%v zsN=Eb7TO^KtdvZ`_(vEraYRTTwJ>8hi%KqgY+%^UmM9TH;h9F~4)M}W@Os@Ko96lx zJT=vZRt`10yQX$Z|Ausvx|>8RLWD4SyY1V^$+?>}8g_E-BQD}K)_0Ai#m>}494FL> zF*cYw1RG_wG&P@w=h1?$;nnpE`w}+?Fv%Tj^*%mz4(PLJo@b8FlK`Vj&rfIQ0U@>+ zY)%(~&VIoB`PUyU;zIapW~TRLCqB)(ufJ$vI=epU#q3R$ zbK@Ks_%#{P-eQl}?uIN^6Gz@ifG#{o7a|m9J3)fmPx@ALR?A?FPw1m}5=)%?RF@3p zsVwFMhIJd!u}xi-nxv3!xu$M(7nH$~7OpFII=ZBfe#bVA=HEQNzMSoq&BO7eOod!Q zc3!MfXW9MZx~}QInVAHeZ#I?>$eNASEyUmpj>^klBxJ;0CwMga<8l(K`GRH2Dpv)GkN@ix?H!(G4;2$oD}%#ChFUi{ zG(8QLKf({=cnefk)WPgNgOVH*w*KhN1&;tW@{ew#1Hw(yn$D$VE2kDk=xk#ON8|+T zH&CA7fNr7W=22a?a5ALEV_TnGtkl6QnHFeXi9@uL_Q|85tIARy`=l$>QNF^OOh}|- z20C*niNo=UxUY7>t2UbEM7y^k*zX>7b!I}8T2R`7NF{qogp`Z)efL#nvYnfA@!C4aZ621yTu$yl^+c~6n1oehi%}tVx?CKV7S0(>N1w8~wuA-dblh(2y7J=nUE>5BT&GeCyO`I7iZrFZii}r?gDTPxs-0*;o8JBQ**C4E`NL|xZ$GbX<&&aq& zGEyIh2LhkNnKQnRRHPyXu{n+llAcP}B%!JU1`u1_!s_`ivU&~=#FNUgjPc0aB^Wi?Sy^nJ{?RhV?kn2u`IMf@~8FFMBp?pSUTuE1kzr3ZYs*TW;S- zRvDs+YV|piqBk~Q#Gz^Jr`OZT7w4pjBd<}(@^l!z zxvIMN==rs`e(;uH2h;{oECR-2caojG<=NLOnq3^}s&+oWecW)Coi$~Ts_HNb_XXkFV57B>oR{Z0}e;v?e`rq_<5*ClitEp?#V_@7DaCp^W&Mivv!a1EZSLr{79zBr19l|+Jb zkZ*XxH1Ut3c;S%sM1kD+1Qi z6KpEM*H}qeLFkH>Ao}!5!b!q>ddtJ%faK}Uv+&;7{(i^w(0H)TiYU(zf9;tbP`odQ z%9`2;Gq3zjY~KG2Gf&9_$~!et_J7`6As<1$PL(t15{ZqJHX!4{U6VCQzu9cGg*lkx zvhxx$8Gth<@iU$g8XgA8=~gDm%lGDs!h$Lg`%n>yc1_977*dg$v)PL= zcg&aRQtCe|PuGOY)QM40NDD_ov>_=3H` zUCD(FwUDn9zZk$pBC`!uu9M#TR@s>xZomfCeb==O{7GVkkR8>uCdDZ@U& z;^DQ~U_qstF&~gV-~A-@SQsgpdJrsRVtk*a`Q}B7_xpKt;)emq!X}0%>rl#CY?_d zOQwnZ)QI!rC6A8}u7f{4J-T$JczsnSRVwujpf3VQlfNESyRf`Vg5eF&==P`l zumndGuBPTrpSX753VA`ZYs;FB@*L9@!zyg=YDM^ZA`^;h$iQ}&h}3^Xk)K9|01p$d z!OWl&lOue){rSk2;j(8$$lg1Tvk+((cwtj^tJ+E}_{2~dlf9lbx~T;u%D=??HCh!*Ht2nN1R zIoneB8g^B6_!9C2Fy$SiY^j=I5gRQuw<)GhJW=w|*P6`lV$WMjYO>iyz+ z1)GEYZaP6ncsc~ZR<24~7B_JFIewqTmCm;eMlF}m)m_O(u-!x8-%Dv!pHCmknzk^E zW{y43>Te|Ea{iIKbujZYU?(~sDE*hgIzO=x0JNH;&(3hB0XqfNdP00-_!38`J|HqT z3lyEF*_#-ycqY{63m2eEpF-p9A9Gg=FvOLqQ8 zQ1GW>VjA}pJ}}P?lnA3dzX-Ae&p{r;lY{ck7$5hmIJSgvrP$E2U?^6jycevacgy;_ zLdhDP=8H^PZF|Gozs+qgmR7HQD+-#t6l%f)Pe`<#96_jV=;Cl``1o+lJPM*<^L#k^ zeDnZVMQ)?+v=s`@Y+UjT!I}PUfxD)`w0Mu25hrA4@f=Aj9pA|Kp-JXbxuA3TXdIig z;+xwp6}lUpn1p4}wm0Gt=s~6*Mkdf!*!t)vSC8I>rp0mu$vqT!mJ3g@bQxAYTO+RWhf4fg2YqE z^1)koz`;0%q3r9Cm#J~q*&UDiPs;U^~Pj6iXd+A0w+(Jf~nx#NMkKB*#N z8zrTtY^@y?{f}VdHjt6@8lY9uU`*}cH zQ`C}CW01M4AtnR%j-$-FekS+M2l~&nAwO+&d%hcq7K_>&e7g57y9%a z1jB~rCtpG^j3L%6;dAj^waiZVeo@}Q4l4vtm+Wy(Je)-cO$PZ*2NGdabpU2f2{XPI`r&*rT zk^h$8@|HC#k?Q)$h_sCeD3ZHDzXhlx0*XS6?5i`cY_f9sYweJH5bM~FkAEu52XfT{ z?W$6Win2H(=xAiSBENnTS&RQT7+m#5Kv#&O+$5HKmUROmX?m=7M4(%2L6ls1aEET7U9oql zia>IJ$Pcn-7n14B8yIkh?n7Z}MOxnHZk0!})GPyQ{bpv`u+L#PqU~p(0$F%U^pl;z zXKbq0)Bv}^euknp*4?6ct761?MQ%T$NAY z*Q@B|tI42kocrwOQG5!#o`-x6S4GiYnzI7Py-r{;6NFsvgMAM6Wk@a<){zDyu*)TR zDen<_Q$pQ*L*`77k0$}0qbWbHn`QeB7~#$_6(OcE5aAs0RpwC$&Y5B-g$@=$4#Lc` zH@2DfnzLq;oHKE1C_&6is3^n|V)vS7!i?KHl(o2qy*VCx@3gt-BEbV|IGKP`T+84> z&MfILp!$5$V^jD!w&K)VJgL*C|9cMlVI=3@xGIwE-jHxNv6kA2~dQ_ zw+DA>k!D5$5N69MN~g+TJfj|d4YvIm5!LLHO8qcjJ0suBE@ek5As9J%BFJ7gX;Om* z`47IoenH>D?5!cu*iLTIkWB#1lL|~gsEa8EesyWyw|jCt?TSTR?EtyeW%M2{ZLlB~ zZ7R~r-47}4;G3q@4{(V0+~SEh;_ogd=E{W!88oLW z!G*@Kn(%`igDlEyp&)7m7v%i=NJjb12afiFl9kj^xuehn=)XUD3;v3mbREe1H*s|T zJ_>)z=SFHibOky^l8Snp{XCh1G{z<3c*0`nd=#7Mq#K|`I$IRq5XN%Bn*Fz){lVAq zwV#hKpCjDUGBUeDpF&tB%le_fL=X#ZSrEHrMI8ha<8Q7z)Tti|3BV{^jL%R{UK+?< zJ=lr2Y@{~wj-1iCzyj>57}!V$&p`+sD_{FzsW1hz2<#%mbIT1^IAA!n3O;q+A%Kx(zwHgc^ zW}O$DR%-f5go-5Lmyk1>q&*DCa(uyg2`o0aD(bHk$ePND}x5AaM4@jQm>!2S(+UfDzO!>9JtHU z;V?B*CT6nTtbfh&^8n2Lc_^{Voi@s?n#R`L5`=1f?o4Uhq720$oi=3sJBH>S$@Mtw z20oQFXWcCXg_%+HKMBDpArSL=VH)*0#3W&8k8-wkACQED=#W&HZ^q~__aUSe@&TMl zR7@sX6I+@va53r6tSB)9Xb_8Yw9Yyyog+nR?l#Hv-%N;Tg_sWOaPtIalqjp-7WZV4 z$(%V(=E0do4~XukD_P$XV9YfZ)BsoA)v0$=Tlrpu@enf^++~I`A%({-I0og1;KuO= zcUVDFbUE5ZAHX-^LRXE7Q@=$u`&zGGKv^mZl}QwA)PD%gmtjVPdU00n(LKfmB2FIJ z)!I5L@5WV%GDN}ci67GM6QcJrmwR9BtYnSITBW60{EmaR zyP3aFKdeqPa)^=*ZUsKIPIY+y7Of3c*{|;8t1 zq4Ag{RZ5-V*Foq_u_cwo|5o?ipw_}a0&X@H#pKc1g^ZwhkO^2pESkbI4Pk_tylEKe8Q{od|*9i*$A~FC5q= zv_#T@1U664215Q&)sC8>2O={Ng8tl0XA6g9K3w*NL!8FxF=N>v$!WkwPF#DYtU*!I zJsTK*u%zObD0nG#t}O1ONlr|v5r#WWZ8#iR-b1u9YAO;$w{D0iy?CcMNuH_S){lot zYNfUD*5YE~{y(KUxPjEFFjJQ9Ez6*iD$O0w+f-$GV{4%-OZr@9f}c|L1J-UC1S zT}6B+UKApdC^Fb9ZPJrSM3rU@w|&*!fjaKz^Qnh36xd(Wf_IvAIx)ZpCJb+~cJtwI zCjJ1G*2@iuQqGG+p%bO4AB5K)2~YP#BHm-d229({^vLiu5pb%BWqSER-wt?ZjZ|j- zk>ZSBiwmY&ytXJn@c`+*fugSli2kg4QDX&&6@V04NvCmbu9noq(07B{{XTEB>6~v+ zwQOYcpDDHG^ESa_F76GuyXT^)U-4=7#jJg6(gO>*97jiyKpM#6R3eb7cBcD|72*?O z$;v;MM-h7cJ3@m?oUoFe0%_&(+I=GOFlC!@`vC0RfMiT~-LV!_tk2DX&=B|_8q6N4 zVWz;SpdyVX0U(9MUta7 z*c@(4Ly{Dp=sQ2u+?>1xy6V_=i(&Ov@Q5U^715hBYf`4v%49iLA(TFOUQ2QJf=h~Z zL?q+AxsoLg%JWo-#Fv~7STs7?ZN3{Q#oC90>DQpR@P*0zmjY$w(eQvEE83NRe^jKV}H6b9V?vzD~4~i!orGd8lH476b`Z?0$>^ixURJKKEdo-wBzsw#K;y z^9hEIL9Q>ZB)oA-K4#={+Yqi_?JakcSTCPPGw#Xeo+L2S&OQvP zo1)q|A-rvdc?gQ=jGVId(8J{7#MchOP)zF%>qnh&7ukL~b9p9-eNP-44qDtt3P+r} z`^@mmM1E`}`^+0Cd`)PqtN3(xY{-5Oo{!qGvAFg-L^d(tk9bf~@`M!bwZW zf>*|VE@~X!+)<1LPOD$P4vNLLeA==e_0HH}dpym(v}sAK=iW(V)GXXBJ6b?ri}@iT z<+Vg)Yecwj4xvme&(OI$;iy0S1fi z?K2U&JuuNmJmo%c?eoh;?pi}3hXk8lyj++)myceCBHZ8SG|2t@Q@Zddy$?a6OUAca zQH<1XhTEHYW7z9rmmyC;SB0%SEU-e!#W(?E<>FW;hO#E&(1T>rc`9NdS9Xs8U2g|`8`IzV_XS#r6ZAhpkJMZ z!mFQP?_ejm5%-(JZ(vn9Cm29|m+sRXP3h_29D)K&H?8sr>C1B4u`1Y)EyUquV?*ug z9!)dqjdTIFbI7we2q;vgB)8bL;asNhq+Iw(c|^W@|D+`Aa&%Ib#7Wt4_-CKxVLjCr zd?pVDN3`bR&-73p=7%2%_8Dajn8Cc>SFFHTz9QkoLOe_x8uxA#cZgLJ2n_B8esy4Q zFXKxR4y`%@k~!8i79A?o|l%Tiokkc?JY+M$dnJ{nC*o z?!P}xe%v0_^&U}oiA4RB`gFn1>~~c3mz4hPVodHe;Wy*s=wKEN0;vUOX1dcM3Zd_W z3PWbWOGIYqcRG_)RdU<=y`QbD6sWRM=JC}v@~rYy+;GU^QL*JK7dF_nBtv1_#Nj34 zSjBISqTkM>U&w5{?9AyLQRX^ju^lKl3oZSFJ&Dg$2e7Z<_`o$+d7jlz5U?3lZYuW< z=FEt~h&lh`0QUurB-=*;?s3<|?EX*`1zr9(C}b8LQy)Ntci<%rjolKp;wTd%ZveTD zQ=hp5WB=w`iOl42^eF8S2w4}EiWESnY4D=>Z;9=&wb)|CpCySp zPs#T-n26!l@pNiF7m&@NtTRZe(nUrK2!@2W%Z`*a8`6_H@bP{|-w`vU9xhI*sVJ$Y zCRXFVo#S-Z7_b~=_e#Tyz#1&QI{RrSniDrmF{%lNm+@bz(Y*;f_y`6LM{#m^HlGou z&|$JNJCtgFy&|>MZUnYF*4ToftYx+Ns~cBWJ0Q9qK#3SVQFFD|h39iO?rZl!RI<(} ziCnK039lFPKth%NW~7OPTL&e07F)+ieonK(@(hISiB1e7dkU&9zD|jDw3q8OUK2R3$7^pV0d(l>90;+HSP+Wsr-t;Hpquk01lFFCz*FrA&CR7Y z4za&KUId`)AAZSNb&V=Le_xa{7kK8|R-mD&pMHHOm%A&prb>GGGttZMw} z8FaN?!xvIMcOQCg$6ZK&Jub(c##th#4b88b&16vt+o8H>xAORs>Ys4yat+@)GP)B3$4LjADIGtc@t z9>wb-6_K}AWF(|Ee(Kz(P5Vi7>yDhgnKX;!Nizy_*%N6wkaRiZoqj!CQbzhw0NXj8j((f~iRIHyYW$n(|?x`ykA_`}aoC0>A zjy-JINh^CbI~Wf=_Kxw?wkeD2BwTyhhE^k#KSdX4|Dgsl>TOSrxP81eoBziM6rNyF zj>D2lr+p;RBibG4x8y^~lbj63W3c1TEoy(SS^p6lCts{eAz`zN2VT%Qy1L10_VpOr zAkmk>kJ6go+f}7_-#RNHw;l()w8|BXqxLDrcUrlP?)7GL&cQ!2ZEiwaL>P?(C2vgc z#tlGtss)p~H&S72T)T533jg8kOUMN}6?f)W5cVr`i7q6mGc)bWJe~Z&FP+pWm+tq7 zWcXqk$|qQm>>KuV4k6B_X1UIwLR?|%{j*io`R^-n{qEJ+ffRu=0&jkr>BBCK>Z;$r zBgzn|9*XARg?b!_?!=ujaSW2v=(_Y89FV?KG+HLqqezuX(rmeNhC@ZmH&uz253H33 zuR&YHu{bnPa($4@pnT~6emBW>{uumRhDK!1#7rwh7tF$?u7D@3)Q}<9+dFT-=XO*P zxS-5Wa=>+3I0vi}I_|QMo#SBhsF5)hxJHf-_c*Z4!f>jC=e}&W%RFM@?nvwIY>uzj1SS?Nsqqs~ zW@HBWF;SDnsy6XtOf+NwlMc^}7HRTMF2)cDaxbz#Jr~wpx^csawB_lBlJ|~gE#y>h z3|ARIN5ubq%JlWTIstG)xq#R^lf+9d(TLBf%EPX0j{+}d*2k3ucT(@gyu|7my*kA( z%1M8R14c`B+&%DJ`R7d*@Gk^T_o5^>1>wC5csTOJVYMn__p<$=-{CSEXRJLqOkpod zx5v4OaAT6ecsuV;aS8v=6BD!AIKd#q!g@c56`nNJ71yt%wi!B>?Iyv&Mm-VNEA8OB z=FiFFb`sNSF#>sQ97}v-9=6O!#SxZN8)xZCGxxGtsswYf+2Ps}pECN0Q95$9h<0wH z++@|XMok7KMl>-fCWUZc!Zg+E6FE)4K9G!=Q;kVT){^(vFP9o&wjjRLRlIy0xVn!t zM{g})5T9a2=t~suY+IswKa@25+1D65>*#`n3+ffgoEGdwS=}&n?tvw5O;cKIH{6*~ zdLX~Cy5W)edZk890IYOXNYg@6uNs|ci;a|ojk;YEXKJX)vjKAHQ*vDsB0F7M~} zm2>xtdk5Z7mv2MxXdh;&h71xYAT59An_jo{1<2y&#P9Ze?WNUSfVGKeyN^>Rm(2}j z(}`?vq{^Mb2GggPUIQ(P$qq90i)PJYS=q3R9epsxGFeJmbPVg!>NuITIexAB)7#Dd zd7eQ2bs6*j0vM%eU&X+>KIZu~W5WsK_>y?G1Fc_`1Uf@y`=g+w(+ciE{{~zT0^)&k z3!d#m@6JQz7P$?jimwUf=lj`k8Sw5JOA472mJVqN zUz&1v>1ri?kZ83+xCr4(vXbb|ubeL5Jz9hS=$n{OSu=bqRl(YxSqc6;TjA&uzT_AT zhi_L`EW8<;tST!lM#4S<=X`gE-tG+LEo8{c3r-eKYD;hKUCCForCg7I$``B0qd)E|;3Wng=d zN)zG*^j6N%#i~3FD};qz=H7ef<%zKCEz%umDL!~2TJ4r)_eZWN@9;0`b4)Lh!h!PG zjzq|o93T{w#Ab8(3MS)J|9x)V@n%}DlVhPPpQNaTSY~>^Ac@Lu_Jka7-mNn1C~{?I z-ED($HiG`W?@W_2ORt3J7qUtRs^~OtPKMBltg)&V>^;Vn1&%G8LI|6UEr_8D0x%kR zG`5OvPqN60*mMzYN(vIb@XsYVVM{jgAw-|m)utWI^yQbRwO2@agI zRON-#sLQaD@sZ{Nf>kaFoYcdHYS>I61-~Mm-xn+Z^APdtbAs8YEwmucuM{SK{Zj^| zvI;}wP#c-H$tQeDj3EF|K(N1~KBQD}YslSt{X<8O9Es525TEUr-U^EW!&eAoJ&s^$ zgY*Xz0Lro;jdnPx6m+e3-V(h=9$uEZ?eGu$)UKU;N!PZp>Q4!}oNc?t;>=j|_U<;U zCE@yK)r);FD~hS{G4!wYwf>a*&@I5FhIRutbW`<^D_ z?lp(N%aC&HgP{(D)E_}oUn4PWzUpH8Uox5~VI%=AAo=U<)r@51EmA^r8kmAEI z6;>h~+EeImQ+YenC~G5>9q$71aPeVsM+gU7Q)2Q7mZeOiD}R4JIoav$&{Y$~I2O_4xkB9?v6>S& zUR%y<5tVuxN$h(uGg;5>);$Vo@tX?#)B7rA`-fjWw*}yZ!QZTO6o*T=ACIL27C#{? zotzHe$Cleyp^f;J<_PZ|79P)Yw&nTI7w*^m5b!kV>FGq3Is0+{dR@3;TVe)38Ln>l zds(Tgx(}nt$+Z)NE1k>n;E3AlY7_TbXz#Gnm#EtYYM&PyfYZqd`b?IWL$bTo)oA)!^b%&EdX?9F zzZy2k?Qrp%Ms@cRB0exd|Hi!K_-b*|+bcGGY=l#>;dxMynKVAT!(lM#+I#ngqcz;Z zjlO5#AO_MaTt1AoWS}D``&I`><5|(O8*Um#Sz6IM06v*lbj}zj_cz!^B%3vEx_g z&b-1&(+TH$xr;P%2#MrELkTooE5!+15e3>-qAnO-SD%UmxRby9;Tag9cWeiv&RIZi z?zC{Eusz>7G3VPDD+9zYrD&fS)nyPKeURAMk0_5`QgHUUP{J751V*Fh2t7dA@BB|! z2PBLN$8%$ch89^1u9Pi?lX+PX!aWD2rm-tua)YBXIZY_{piKJX73+f;2Ly{-{g8)j$ zjpJ-H29tZiJf>c!2@`2CVWTs!s$8VyliY%UDFv4^5q@95Q$c!z3CF|O_@0QO!&|t(6C!AdnoEo zh19(}Q$DIvy)`yUB9l}3ASt{?L4@3J9ouzgMJjrR>Fzr5kelicfFGyyNoR2=ogOmi zck(R+0Ao+)Oz?KqYB_{~<$X*$_rCQp5^zKTDmh~bHT+K|jlSwO%jh`)HdptYo0)hk z>?c!iZmy%`0KG=-Sg?M#;aBZvA5wXKmNK*SZTB;hq~#LXAoRJ@k+!3(fZ z$JI@I;Py}L1cnOe%?;flbE&%=>sQ43>PYT|7=oQ8gEVrX!VFuel5gaT$@s+`Gi-NA z0vd&4DG?7o2Wx8+ePL2w^ ze0mObBHXfDQpsaCMUsjanmi8+qCi8>PNLE{&!1_vb{?Lq4i|q6ek8`=YdjK;1xi<3 zjIvQok-;%^)_;Pl4?V$qKTutB;}Y$0oQE2j`R9L1^EjKm!N-o^*OT$Z)We!b?b)Ih zl(|>O_PJfSVmbOON%j$0uGp4PJ8nqVw52AEJa?Hbnoq8Is|iN|k*;{xa&h7K*3B2> ziLynrTq4bHs9JAJlN%&h%7>>0mjP3xf-2T_FJDv-5FIhbm@WFfpePQEBe}DYMQr*^ z9SA7%ZJ%~ZHb=R3o(isZ3mjm;@Xyl6M`(sKF?57Rwa7E+ZicAd$ml(=I3A8bZaoz=72L{=rxZtRxwg2CuVw%gQ6o7!%p z>m7OxTR|w@om%HXk!B9&f<;ukTJHnPzY>+S^>GyoSpaW*O60`RYIzZ=)3qYAph>Fd zCw|RQR}WpIffIIG7^)%|koID1@J^NiYMStXUQutOAX>O`2(cr+oEv@xN%Ba9rge>N zec$%pQFb1HO}PO4IZ%ce-$?D9@CE4U=@t>=i|dGu*S0-~bkZc&!{l)6rnFiOiPd6Q znPx_*xC>Gr%A-=gA&|#v#M{-)-FOex#sBupP`Mq5ITuoG7#vxwKO$OI7M>{))Rq`jv~f}U5!z|-#Lk&hS->EBZ;o_O z^WhRpLWk-axI5V3uPex&k*(^wL~NXY#|@dnUo&6Ph;@#zQo?`lQ$h zk2w}@lUYv7i7Bhg^M);)Bl8c1m27j+(h5tmVydYpQ~H&xZDPPvfnAKnr)~Tewx7vr z@b@xwCBtTQ9CMbc7s(8DG7WfTJTZHpe~i7A-%6(06UoO;u*3=_nBhpI3FNcRrU{LA zaD$M5APvY3Gj&OeuABaYilwRlf9W>$Ye~H3A5+CVz%dRPml*>)-1NuEzpu0BB4^!L zm??zgD>=9IDqnMCiypLIMDx*5E3*Hg9Qa$|#{TPtSP=+_GD{%_D0~w#yT=EDGWWa% ztjYit)Wut&@fjUBCvTpGP&+dpO33cqNwLEG%md)gmx_B5F&lR=&*F_?=vP?8JM(77 zrCcLqx=&z4u)#s-Q zLgMDFct{>NVUfEbP@EN1t?5t?c5xdu)yRQ!n^^hie+akDb6#+!wln(=o5s9*AaWsj z67W9CBVtWkAR0s|`^a3Dax3wX%)K~(lAc3u@`Z^l9jK*|LG36emJP3YHxN^r7Q(S& zF1_8=8rkH|4o|O|!cb+TYyb|lN)>Pm!PLl&;gGn90&;Vt*tg?|TCr?^iJ{Va(A+s^ zMze7)OFB8Ox@NR35|PXqN~8X-~z8ttjb$R(6|)W9j5= z%3yzf8%(vyE@EXC-ozQewDV+9w&#PoZPwSY06C`7&Aaag^E_s8bIw2YXO#4nm8H3i z9$=}0qzG7GB*g`dP$RgfwRFz+XH5Pz&T9A+%kRwT{i%uUVOX&t;SsM_rQRRZ2qhsS z?zS_6j7mo~F{1LIa4T}$Lh={IgHvWF*hLUtHTq7y(qH{tU`S!WNCoM)W-O1YwKi=IZ*aF7-t04Wg>>W(dO}jmux{ zUcWr@o37MnDge~)^*?UOZ4v(ab!22A3lg<2IkEpd7&8hV1?kNK)&G5XG#=p*3ILdl zC`vhpSUXQZw0@9suChquG1qi&bblp8#60Ibk^^L9z+RcY=Sal;6-J+S7z;+{^$bSjFlvBO?cx?gkQQIN)k-;$`(;o)u zt%)qX;-WAYPm<|iLSq$3cYXZ#esnkJH#8r^Y?LqY9uSJCD?X~2g<3F`9+4-F>kfga zrukF_O#>^T%r0&RyRv*+oS8NCzQbnR>fe##g?f?DY^IV-!=*}0915Lg?cV#_DdF`& zt)492@nph}i{e3@@5p{WI~BW!Fwoy`rFQ2?I_LTUeaX>N<&lS@XN&!Ue&3dne!fY} zgO|3(3U^zVI6SlJI?ot>c#B|Wp-CcxG~2QA`37JFGefpwSV*)C)QG6t$uVldya?!T zFK!M|Iyf6^Ab#}^K3_K@2Hzs)d-A$YtHPbsGe;h7W~$x6qbiu3jqz_AINSfAhjSJY zh8hr}7;ezoTY82Ylf&mddyIbXCwa0Lp|8(S27tVBO`a>M>HTPk1*{>#8R1at*7rV= zRi_*8Y6wl~nu$rp&jd3ua2~`E9EXX1M&;Yh3=P#`nXK2hkTP{>^5boyK@qt?UPb`uX;kk!znZkNdsg`v$!zx% zy_y-LxwFngj%4nAt38-SbvJFqqbXGt>co|HDN8E%b&7Btu$zN+4+-usRa(!ZopPd0 zo9gC`(j;NjpG9ZnnhPhyIi#-~8-S?OK2EqlklM!PHXVt;^R3@eZMm+dD51ZXYTuIs zYlLuWoZ_^_*RJ04hQoPfpK_Pq-I^-Fof!_pkbCd~sXS}{#n?l%ydyAj59 zmI3Ia4$z~>f-xNCfzJ`)Y~G7HT0niu8E{!#M#h#M#SGCz)xu-D6XiN8!dg$cpVF8! zC4|@ltR~n(pzN4n;XMR6dzv4LC?Y}${$-D@d^C0^&d@~F1$eF8#?FLAV;#+1hFsx8 zU;=%j1eO08>KP+BZHA0}03#xVV}wV|DWn8b7d$kz;)uG*S~GGkZ%NJYo5yaK1xflS!SWO z#z7^(SxJ9l#3Lh?Z0E8?tsLNb8{F?8WAM(r6q!qgd={y9A#sf6v#q88CwnKcsGgaE@f1k?sNNcj?_JPO@`I_8sIputDrPR(x zwZV`ee=s@8J`qDF%J}p7uvL`OEory+>9+DvKF0Wxi~D@UI;B>RO`}PiGdWqs zsFdgE3Axp6Zxw}bTMC16M3198LU0siOxS8W7xt^DA~C8XQheU^&Ib*T4!FsAZM-B2V$o=(2*}o3BUUydh!J)(6Pr zQZs^;%t|hA1UXv*#Zg9L7pqYcWFoH;eJsw}bMbm53Zi^}DhURM1yP3LUs6~F{K+!V zvw^YV`N(c>?w(17Wa$QpzwtGW+voZwmoFQ~Qxooi;tf8J*rvSU5LzOntUvT@qR1?)d=*9#SE_My5WibDYIa zT+(}X8uBY0;Tvk%hHyPlDq`yntMe=n+B2fqE8UMD6a;L!phbIh%9G)*?f!$KQ^6%f zxP&GwW?Wd!$gRRD7t}_>uVW$k5}W6sNGYqh39I&GCni=@M)@^8E=SEA&H^Vcd3|o~ z2CkTrDRv=De`HSYRAAbs9(uyMg3ZGHp=X#lvSXVOjE?ZkoCPSV9GUu6S{4z+>^0(<96MWJ4UNLrw2EgV9ca$U;M3exz~B2bVM`@g zZ$jb4X$HWswy;}uyEc}K(+pe(G#hM-DlCUJyhuYX_0gO7VZLM1K^96UlZlVI-p)4X zvlw0JthPbbWaQw&Ix!rapCdi_Zi1g|)2|VDR{hw8*SA}F0 z2%41;iT6JJPfRxw*&$7A7&{8$#d2pzJ6{6IqQ@=5tr}EFH9Tf}!?0*Obg@*o1bbh# z>(3BINBwF?lQAlP9S5a8Lh5({h;I+_R6IGB2;e#4|jq(fnepH5EnxZCTb7Dd!3Y3|W+;E->CgLAREqi#GXC9(TJrtP_u<+Am zePftYoXo{dsGjeY(@1Tvnqg;K&ko#78|)y7?O9__UO(3>LueY!5LEU;=3tRmb3>~q z$F*`88)2xT4%%VHvy*{u{%|NHxbth*ALUS||viHmq0R14qpmjNBaukBm?FaGO zo_rpnPK(nWrq>*X*|i43S)uz;;QXau;g`K<)G@k8F*B9){huTzt|)9}87J(FtRAj5 z=f>`4S*mbC;LKIsLM4w=O(B`3u7&QYA|!JcwK9!{Abgm$vZ7tp<5XJvF{PQII}3K_ zq8~PFe2@;oB6`D2=TH$eBP<|S1i1spKmT?-Q|a5k9yfGP2&6Jj0fs&->W7-(q_A=i zaz+Q0{Bq$dz5SXsTcdeO)F|sowY7ZtkLol&mG|W?e<^2T z#g`Z0`kOspbo)$WsMBXMIf-z&wISuL71ga=Ug)GH`mtUGRr%!+PV>5NI#pTbzFGR$ z;fp}KaELS%7*W#%nKjHBnJ*?tKa+GcBL`wu9mr~YBm%5pYyvbHwu)-;0KSy)@QNc-J9C439LvdNBlR=Rw%x)wkkiKBnK=o)HV|=xCTk zdo!+YhsSgwP|#3~jnnK>bm4ewcEG3|mr@U??G^!;4R6K&6rtGuG|Fof`lvE^Lig<_ zq|guR_uIH_He8!r{rMlx7U_;YcSvmk%ekApu7(XC?!0IMS{injm1M2&_hpF=5$#pBNFvPWE29Pe3HVmBc@0XpdDiSwK=aG`+RDXVC#k`M(Y9#8c3K;xIO3^b zrciFTJgu_!l-4dH4N7N(4GOi=vW?$8p%=i(xL^drnt%`o)M!SBWQV;1LYp*4; zWAjD%O`Ax^Y5F}_jWTu5ogIEfvPGS0sM$3OsP5vma0@pf$FE#xv0ix?39_IB1BYDd zGCzQvig_`e-3roQ@`aqPTicJwx+C)*n51hNQs*H0!ngbT6^hj`GeM$v-K@^!_@08z zzpg9xXdDAK`=*?wb|_|M1${}d=`2rtWWe5uncvsV^uc{&*W30p$}=)-9(9;{4^u$8 zdKT)syRpzbtapbMNszZ2Hh-L5Xju?3vd|H$B7o!j8Tbv}#w)UD8bAR;bGFT+P;6F_ z;WjTCm*{wg_gGyQs{;#$l>}r)lM>wr%3(<(!6(+p3+q(BkVntt9;LQt>D=tmWbj+o zr6_Kk;I1*AtKZ#iT9b+bySuolUJbK8ZGw}*FZ;(+qxwATaWrtMhO2$FzNH?;FmcLG zP%=h%CaQCm{q>{7smsrr372JI=HH^WrS~&2!EJeumWpb4++bN1U7?dZUOaL;ex1{E zHgykOZwX?mSqw?6(4}goHWp7v~#i_$bl@7r15C@IwpDe)-rck@?g#HO?)rY z2l;eE3d1mbjk#8@#-?(6$Vfz;9-ADd!IRoLz2(F9Gr0kUzAAO+s=b~{}4J|u{W2g&eALVps)wC)SE1xdp=tvo*R8QBkoj?u)GrhA@d{&h?A0Q50GLRblW%O|>dGD5?ON-ydEukS_WX?WxLRW~y$ zFF8K{pBqN+X)AYkRr@XAj@)ZsO`G!f%MINlZ%gY)Zg2WJ2#G!u)6uU#g63lAVf`JR z6n)Czfa0#3gUz30yf{Q1r#;D}F8bfg(~Or4QAciI5Jfc*%rwMjZ@thVqq|!S1W;8T z4P|iJhf%<>QT^edqy@$$2lHyx!Y$b1;L*~!l7jF zr_XCn=6yPl(Qa&5vgtuxsb*Ao=U=#qlr6+oDgGS<_n8~;ez>p4aW}mZoB8`%JYL%E zV4ln}V!js3w*iWmJ1iMVq!U9VS;-z_p1R+acNlkS4MWmIm!B(Nj{_Qm7QeYM&5UrY zBN1;IwykG9>q^bL@~F@48*1LMyzugpINz>i(+ArR=vf}X=Hjd^DI{Fx=0U45JH+Af zDn>?sx&Yl~`yb)1J__#pM(XF*jprxHha@*Ldv%;dCO?^IjdI(#R1p9)oiqhmsO(Wn zmv|~YIWo7yx(3zDBQnOC7{vZ!-ke?4^%ZUTgBD4wE^jK(h)_MRl!!P`jLl_OGcdmW zN+3Pb+N|vN5!Ls&u3x37sMA-)8BD)l$*80XPLj5qlsCM3n6h_Rd?knwccxudw8?KF zPq$fk`bc#HxfxoMRr&Jq)VO7)O<|FgVjYYLiB+`W>ARi#X|VG&pVsvIGA25i!d607VQ@{Td{ltj-$v;QRjTkFU=RJxw|~qoTy8GIq|_oU0?J zMv6GQJx<&f3abVs-$&Q~Ziy|9JvN~4jHO~$qIwUJ=5R=|CSzkUIOHluYUeuIlD%I` zdyiOVebvla3UgNDfrDg@Fua>COgPqCBrf;sPF|bcg}v|L^fP;A!rv`!Qq6+&6l}ef z&Fn!rno}1S`81k*cY|fsVmzM}xgexU>*prT4U|~314o+{DG7l6;X;H1>KkJ7wWMC4 zjrir6k-~?~h{HF^sF~$r6nsT2uRW8Q_@xkc7$pkyns6lDkJy&ZUUdEB`DYBp#L`AW z#KdE3o_j3^H;+p=_uq@D{5YUYJZj_ffDW-5;%4V4X5>PwhM7I={aBe19O1lG$fy*+ zFW_Z?tuUOA)I>~Nh*W^0EGIb-GVT&{HH%c3B>eAA7UANOEyq--X&n|5Ayxj4`O-#e;yvt%UQlO?)3IMd|6*G z=~Yuh)24Kq_s|DmxK|WY_CVI{tQzWIEb{|LK+VZ`_b%W4mM2aAa^GfJx=@5o}n znSwl&BE8As*b-T3_#;8-4|n8!Wf=e2VY+&oC4UvEa<+#7^|!@Kz_ z@!OAefA>!+$*+cVkByEenRWNoj6-#D`c=2x>F1zKSp9GayS5pRx=c5ne)uHJEk@45 z<0Dae(e;zxrVYio#R!CJB?oWX5h$QTkmOnCdhxK2U%D_#hD$&)WA*v^Pv=zJ-=o0a zA>gl1XzRtNn<2Cv;%JnbN(InfgaEfnXm%(j760mMmpI*%bH(CF5`yG{c}ZxF{VpQ2 zgoxxVLV&QPZ7J&fM&9x*r zs+{yK!8Bh{LaenoAlP(ZLl1WWMa%+ZV~&UaInAFe=jqD8 zoVBf6q2!`*km@wcuv1&=`dKuNd^1XpiMn-?QgItwMGKHl`a}$+B4X`^D?si(!5=G+65-(J`5`-*UG z+e1$k#kq-R^5twUTiA{8MeYW&zndm~IG?>Of{EJmFHm?UtB5}*%}YgX0Xa*lAL8q93t?8`MxaS~M>g85K_B$G%S zMjsIdtjcPn_#qKGw!YhO$ypk=2H6xM`v4jO&Q`bja1NBv=;4bDv(}&y_{WhKm2Z5bjtcitP|`;@^{mavo;bw?9dTa3h_pQRU`~=jd*y6YadH|CqC1E z5|MvNT>0mjvr(hlRUwH+m!6=XtcJVXzsb0EKMB*ko>cU7UU$t0B=>(Gja-?JJ`olF zaPP(^E#mI$R5(Mkn13e~gAIw42(j=}wM7oPxE%3h+(leA_a~&!R)feG;(FVAc6Dcr zJ3UvS8qrJPovD7vM`T?0?)Q37B|FU~DA#2zAhz~R-thaENlVS8KX^;-ir^OgU1 z+od9!_nv6`EeFtOyDhw{+nQ&TO6NF^HXY=p-x}8LC>r2KRNp)KhWx_Bb~*)pJxuQo zQ$uRPjeC0wYk$eiWHoNTm@?Sx*(4^Gu`>^l{{~i|YjO+PnPhrtmTR3-mP?mAgq;v2 zGEFg-I|L2ogQz_CgN&o{RC{#*xC(6m);>3uJIg~vW563TE3=SHVO_6T(oo(90E<;e zyJl5uP_hQ|WI~Rpiw*f7B~Z^D-2U-}0l6@{ z#R|_iX)7L@9{lw$D4eaj9E&ZHlp-m0L==K@#|q|^BUvVlEj+l%wiuDaX#Z}HMAeKy z;LBx-Dkh$==4{q7F}R7i?W{;B+$PDpF+{BGgX@FMyA`uA@{FooH1FOf0gCGy&*lri zi^VvNSxwE{)rtN*S`~sQ=O^B(-yFIT>!+KgqhT)>&>ZWuez~ zIndXm#}YV2wts9^&R`$ntp$6Nh{Has(P-}t+nuE>)YCx$18hn$=f$rrVaHw*R_q+J z|Gr;l@sA!qj$=|PQnuu87Af!XX<|~}!myPzjLoBl&0W%kGXa)gN2VJ;qe<`bJz>`u zEmBv=Soz5kft?<-Ak~JW-1lWYOK;HkalnqOXX}rP2w6G3d{l1sSRvd3HR_ZviC=PE z1-YZza2Esvu=N2|pn6f>s6Eu3`wymaOk=cgq^@Ig=?-jR1J^OCO!2)^?wN%K5F*0G zWB#DkJcSPRj6EH`EJV9b=3Ca@(5p!C^fT$T8@*;eoPlOQV#8;zIbI}0s&{|%Pe(l$ zX(5x{{(t3-03GvK+!Ve5Y<@RChx!V zBzrTn>E|qvA8-f+XyRu=aJ-RL=Jyf6Y|9~@tD5!3{p_hCv){~@kPZDH&~W4O9xG#U z20erm?Zwl{*I}c|;+2Ng&F>`v1Zj=s;_NtOI~A}V4S+m&5@F-qrznnsUA?H_Hll>v zMuNt~Y|s<=BoR8BVO2T-nA^DcNh-qXJrA+Lj&ek5BOPJ8&sZl+tFVKxwc$o*<8IT( z&CMhv$4yFH8a70&QFyF9W&Ddq$YkwfJKz0Z|=o1p3G@cM=H~<{TCQE zWZ8CA3ui*Fuz4W_kbdFS>XxZals!xrH#By?_qK>sMRj1`1x1gu{b=LIV#khL_(?M? z2aWF)+aZM?y_J)Oo*d*@ZX>_mr3mi`Oh3O1bW$5 z_L^WYf2YCiH+=gr8bXexRqHbf7iZZ)j#mnD`E^;FS^BO*PT9w8X{?vZD_jK;uess% zA7kh51BIcy!sx9JcNubU?+hNx2;_?pi6C_tcg<=Cl-y{rg4U5;W_YT1xC5R%7I!Xd ziPY&sm_~9XCz3n|q;sY2`P_0t37p=-3U_OsX`uJqD#O{7s|t5V$oA|8xSQ7hDL;Kw zd+b|hP2Xmug)4dk*pXsSk_Q%b@;T@~x<%;L5u}@}-h7zb@)sDoiNV^#=`#@*U9U&; z`4`UZ>qrE?a{D;V(89eA*GJQodLSpf>OUGk-=PxboilxO)}Ro+8akEF98A&%KrE5U zW>-$KEAe6^BNlRKnJViO8trI0EF9&xK?(OCRjwHv(}@f)*EkL8RqJ~c?Tf9pw=9uy zl$L(Sy(nqWEH~RlHYV$HpX45C?aWB5qZTkW^M>{iY|g$0p&mi8`R9FcNP<+TgNOo= z{aYj(A028UmJBP$AZT^jozHp>52H{7iuXnCz6lG@!%$hM2&w;Y@WFCR|Xz5 z`-4#23;m$Ir^|IUU6P7C`rW1PYR4@Pv3w|h{Rq7)@l!0ZE<+4m2u5a0pD-D=pR|;0 zXo41w&k}}IqyN2yI4Qc0eKKDWb;{FaRMg3|HxTR>nFXfql67yFPVurcYD9U=aKbRrY2W6vbgobhW;1D^dc1$(uY))rwn@wXZ}H= z%GE9HC)qb|21_|+-5vtRs(=Jl^*cZe)&cd7ZFj>d-vMed z`Y2(WQ7^Vc@JeRA`L%fMTx~CCy1|s$=TX@YBc!837>KjPIugeA#JQ29qfR|G_5;SS z9GHbO)<>A(fJMcsSk&@Vw{E=^0suR0@|xhQA_XRA)a&@raz-p?9gi(!nb^cIF)DJu zg9x|jDoI@W^2JJ#tR<*|4wExbB?b==nsgY(q`JVi-l;fW-c99s9;HGYISA(BT3p#M zlKE|*%QYMHcSnZ(&tZK>a8e=&^u?Oxc6$`^NH*%wdl5Q$VzK4<;s&p z&{SIor$7)(W?Pu%nvNV@e5Sbz!AwW&3D>OU_M>FapP+QFR>t2C%dYo9YVZ3T{r9PC zZ)toCUx|Rz?dRg?X22qG{l)6i&C`7AHN>8)F)CS)lPk9+uGuQSo)pB5hh~l?3HfrF zQLNiYkSLQjU+eMKSEc{F?wIa|NzxuOiGQjlRokjZI~nBwAE?08fm-ffw%KmhCyw~% zsU4AqJ59?S;XBQslUv7l^b+Dolh(1+!gp}Cb?5UDNT2;RLb~Gf!`wY7_<_UiX zEA@~jv~`g^zI8g=f%!rp8ms`zR9{Yv!2;Y5>UfX~%ITh>-#^{T=XQE5+?VHpK$p8a z5@oYLA9HHQ#E;@}I!CI80v~1rDNlqAodPUT%rB{$8*1XCfwh#Ox}Um$S`OG;m^Inj zTrB!vA?W>#f?*~b#%j`CEFoma4u6I{m@gv4jO%SD!XwllY1 ztvReCbP5(4)=?5d4Y>=L>@t2M=!-oX-Poe4MorgBZWdWj=BP1YN16_%xVK0W1iCn% zOWs|YjGeQ&HDm%-1H}-y|25Ap0 zqVgbp`Q8=Z_Z92I4GNikv(rS~vyL^g5F2(uG~s1%09) zhnrcQ*v>uUX7~tFpJI}gbl#v7&FSZbm4w#sLEd1@9`oV`uOZ$Ik^W@`jo8F0c?Qn% zEJ|;Mj{)>-`O&pI+9c8ot#KI4hO*} zXi6wrOZBhib`gV@gc&b(dNRP(m;;V(YB!bvuVb}vKKI6M$ub1?Pgd=*O%l;tWVPi^ z$khaJHOYC-gnXx(P`e?c5SzqqEO~CIH$+ZDGvsU_0aYieqGW~sEjAWDQSEJdR0p9A z#yYyryt|L&(YbSEi(|!4X5_(T;l=}MtyUP$05L8Zbsw5)WMYg{q)s~kP0n&oPBjW6 zdm|rP!0z-u8FQPckp>Kv%VbO1+ayC2x3|f4b~5+L?&to@IGX|IG86>XGxMx`FhfQS zZ6lmZ;tO$rX*@P77;p8W*GWW=Ca_0e!6Cb}3KpJ4V>W$qMZ&~~O?zs>rO9yt77eBm zJVtrWCbt42(n{pw+EaohmRM0l0^jtcCc8@y`BcR7@PN>8Iq!^i{PCZ7QBo0nkx)k? zO|$8QYGk~6<$AnBsHD?(@_So46lavZe)b2=dpo4lka6iyVi52KkARx>0;$t+Ok zJASkDL5eF996S!T--(D*^&yU7kx{`IQR8&JB>mQ)!PYE1y{O;}=2}qJT1hzTs7-(c zg4w>^Y!Ussvm_Fqy49J>2V`4qJ&^?w^{{MDY>B9$3=C;b4lO(&~a{+ z0afFDq<*1Uh3~`A*$V5FabiHHNLUpr-*_mL9D!AB?c*R0`J(;v`P+HbtwavKYE^>n8x2^4{8_6$#DC zzZ8gO>DRRNX}n&40k3lUal67n1e9O1{*J$VN9WhA;h*9)W;YkQi2@~yo7~BeT}_l> zi`@EFFhjH5NsySu+KxactCK5t7p%2YUcW6*ryF&YlwPY>2j*2mxx-2n4{MIY*?0`2 zZvnhLrd!PPXOO9%SvCoc)OguinAhPe}#@N+mP>3n9XQoSWcKDkCE;UFhY6)>j^;wFqBQw;&29{%;rBu4aC#rd=qv}R z+z%?n#uEL5_(l%|@X2QAO&vH8-YS_8GMpdEH$<)wCDw3{!I<#p{`_4US#D4LAE4H9%Nof>MRhtKDt z9rw%(2~7X~`s*STC!=<7iZcNIP<7=Kkdo3g(p;sa%r%o=v3#xWqq#~4O@PgjF}(TY zn=&>w&-Uk0Y#SEOvxgKLPB!ir=Gian(fn$rgPFqb!;s~kbH?vpPiX7D;Jp}~9k}d+ zo~|>=D4c&fDh3D7!3VH&V8J#SCRg*Z>5IpFo#gs&>XpAI%}MSY??-M{ zEhAr<&1gfyzO`2juZAwfR)9@Y^>3-#B=p_Eh-H5&R%5f4@2>pP+KR-`{?8jI|3Nwy zggN?ox$+f3AW!y`tgvDr40cS$XNL6if8WVnlD?kGW2L#8N`}?x7hjycM?Z>-M7n5t z?7^)su~^p(B-+vJ`TBt(ILJwPu#Cp#-%JNo-yTqJCl#H>dfUP`!)k`fw87T7358nf zks!GZn8}FS>Z z8d>qC@M8i?)zeUcfjVnR1WnFvon@U_(NubaIE?rIuFQU9aSs;7XH%T)$o@#*nIjiw z?9NJ675Wva?-L`O?TBadWUAwDG%Onzg5&*-r(!o|kxHy-uXmrum*MGuG=$qaNVW}DV1Hf=bP~jZODl@zW(O56N)o9}JM*NNv$AglN zPdot8-x0)N%3EsX+%D&wVH&-PfU%8ipWqCr4;O5P@i%T4aQM?lPQt0S40U8NR}wbZ zeaJK*BD2a{)XH$Wl}EX*?ifU!vyKY~3ZOS0hrLrTEZ$chiRhn;dzTEy9>uOeS9ugR z2zQiEMrSVf&ST!SF1s{0M%|;_ED847qi856@Hd}cx`PkNFa8Gw3t|@|&209S(cz_V z5VA%g(7%Vr`C3!sQAeYME)Dd9`lCm!+@79?%D5W=qK|c%kMrS_>rN|F->!$^YxEKc z=r~!^N&7B{N5%ZgnZ%zU8@_}F&EC5lB*R(C(h<21)ugY)32=JAcSZnQU#`qQXU$Vb z`XdK66&`q7u9)10#~aD)5?DVf*p|R$o3LuxyjwG2hL?T1c^x*Vx*$xSMa{5a>guTX z^$P9%&QGsh+Drwjk73y`uw+A283^@UiHVZWeZf({uR2>P&ev9`=3!C#YLH)oZ~7XSf1>Yc88xjHmojpiE7ppAm@x_&gIl_{mFA9XhP2^9U^dA}7t z>a`nyf>8UeyHe-GMl6#mMs+2rMhlsVk0jZT?U^%?k^2>j)nxzKhhmKnL819+8AcPuX`J&xARTHhw1T`>|PxlL+0EJ|pP^O-1C%?214sQW(E-8zXFN%w9|W)S;; zV6|b6?pEM}u<(8NZY{{3-wiT93cXqpVQT$a=oKWIzTN{TKGmCccifXnOFX@;kxTu} zs-RaFdkYf>*dmcRsuK|X^5^au->jyywK zkJ}t8T~f;vn>p(}po>5iT`=Ct7h7yD-b6m4h?I@Q7lPwKuMCF6RL>%pKN0Y=7FTmH zyJ~}NWNoN-V(*n|b-~b$4{PNZTTLgJfzEE7cTa@?1inn)X&ci$n@W6h=kE3LEXz-j z-*SAWaLiliRt`zs`&^qHU8-<+kuVT+YmZs#*<^O2d_~l;>g)&Mu^K`6&1%=5 zNtNEtjdB}_Ww}GiCnV7sCVQ4dVvQeH<7d@4X_5A7NhreCD7Cw(@jVDlRQT)G!+)A# zA)7lEd#i?Xd>w%I|48IAzkT%2q-C9w+RPo>UqPzbY7C}}o06%*bg{3r zbjoI|nxco`?4rF}uF-&&05+q6Gc2c~0G5CVWHp<-iBHS`?%MpmAs(O-mjos-W5XOT zKuZrgAh55&2lSnRh2kD0<%pI8HkMt5g7CidcvvLw7g3uElXl`A*&z4Ge>_cwm&d8I zJ5s{C%?k~l?T1>{ct_1=H6J`1gwD!5(Oguw;|JJtQdO9>>d&~;9TcLB?bItP;_c=- zrSs(dC&v(vLVg~BAZvMl0H+aNt$n){ht_%SjzDPfLb@1mv_RPkMg+R56tK#{r76qEU6C86=ccC>9d{JLgoIN=(p93~YX1%+<@n z#quO_X>*f6_Gn!U$5*9ufO)aX5I|j$0BZJ3`gPExrxu5M<%ZqG!d=O5*v%uk2JG5Q zkhh0;k5e%#-yXT*#Om1SHvidJ#fd-AP`bQ~>%qB$_`o}%E>IA$aSrMK3YzyCh^H{7 z<2#Yd6rg2`Zwa{5fx-4GldQwcA#*hES|X$Ec=ERI0lSO1CN0{5*LF8cSf=kx7^z<6 zeT!T~4#*fD!k!Jc1PZr%YC4M%7&&9|!H{fv!JJj?vn+dyf46tF8fF|XC3w?<1e-H- za%l>?l9geQESiin zcumXKWQ(`vENA57sP0E``K^bL4Lbpevk{RalV_0$+@9Z^9rD!h9X0gpSR6c|$i|$) zu6M~P{X+jl2w*yMxtNC=l2Bci1B+jt1^#6I;SyN6fP4@T3VoUx!7IF44kB#w#IN1@ z@sA`PBiFrXSsp_xAIzB#DwM^7O<$ z^i(x(f{xrhpUlJ~=>ShB#|DFuKmRJjCLxOJ>+_>KRjB>Dxpl_J1E4V;>T{Wb*TKjT z*YN$Zx) z<*ChD(B%!%3$Z}YE9x^+Y$nfG%l6`+IRKX{os zn`9^_k-ghqO4RnK8hy0S4Vzp!^H}>Z$m4lHMNupN6KEZt(74nKkzDUbi+zug{GOMG zJ8Mqh5(ZusmMsqn`+E%mp!5EpAh(DL>w7Vn7u#f2_3%Q7boE7y_W%^4xPar@yH)d5 zBTP?(ITH@%_(0@Zh{+g9bSlpWd(2uP!Ae_SC+%iL@wL%i{t9S6qFTIbPYUg5t+aUg|-x zNrw}bdZ=a%&zOYTUEt z1k;?3x79A>#5tIZ2tm1(WPCZst%Rlne&yaz#N}4beW;TKybjP}^4nAUSeOGL>M&En z@->S<==Vfbd@cPU>r7@wX&H$c=ZXO(0&iz|P zSq;ZGgO{@R2{E#YxsPHrE}won%c9FMF1)_CaAALsHJGI7cq24+5pqRj!W}c?6pQw~ z*C%a;WO@i3^e$z2wFB|#1jvE(SQrGkMp=+B1mi>M@zQ(U85|t#wq%>uehR3uyzyMB z_*`=}XLIY!1DBd{o6`D1%aoZN`~YcKUvG10=sy7e!GmDKw;+54GQykY!$9<4wn^hi zroK#m5RMNkuT_LYTc$*EUW4_KL$AstfnJ++;$AhCmjj0wttaqR&UoHTctT$KA5HKh z$Zh*kCa{zTKPn0-%pq5ih`iL<$*)49AaI#Lod64tvH0pi)UxNOAqA!EVPG*iE;0{#8u;irr-cor-S0Pv%QH zyRvPPcML_8z(BA@w$khqa{YNaI+YbB8AQoAng0MA%E=4)IngQON1f;8uE*dlv)+2H!LCTevQP5!K zQTu7>zc*9xeMS5I;Y%At3>l6m>U>4Enqd}o{h#yK}&<-53e+r*YD9gNyagnu7Q@XjpcZE>_=P&Hmj zUX;u>nG+_GyfO|4VKX{CQbzeZ7U zs(!E`9xMQBG@T$>dk)1*;xiOx$l1W^cP3Q-9ia2mO{~V<$_b{b*~ID<`CMT}!5YOB zWD~0;;cNW@s6GMQ@n)!Q(aEriDfL`_-h2rdCaHz85{3hWE_(X8v!`oh;*nZp{@uv@ zgQ*I=*Ckq9&bP*1&q2}|DAtg*MKaqt=f*mtB({(+-7ED zj>PAPyjbk)_(&`V&y7Fjr;1TBu(1Yn(~T#~9b6?Sel=`OaGD$>-i@SxjD9NDYmw9e zz;Xokxr@Q{!ueO?R7t@B<*=iC!swkZ4Zy6K{ZHgVd&Dnh+3}L40Qq-zE45*Ue=-ui zy0hd-@_JlZ+zf=K_p`C9nIWM%94#kR{PyEwkLL(eq0MgQl9&Q zm4wNQr?)gL=_NHmq0m3izhEF%QLPmP^x0E7BYU#gnl)LhIhjL!0|<&0Z`BPC+pZIC zKTXccVk%sQmG8I4i^&dH(3P|fGDTBVxH`y7d=n-0PBTk4a%iK;)u!CRoP1g3H#p8+ zZRd$CSWmSe`4tthDe{P2Y37ae2;>t4`7O~c6oE+OoS(QGZ>;(Y`?MQrfr9uYS!dP3|Yz#iA= zBAke!%$BA-TH`K!s+Qm9u2*hNyoz|yc~c4N@^Q3pLnfci4VY_v?L`2KOS488(*K@| zuF~Qxsu|1%0uSoyrlI=F{voBAO%u3Zlv(M_HrN49(xjX4y5t+c%!tWZ_$MIWUM)YM z5jjw=(?qgGdYi!LZN?^WAjfGyYVZJj5o0-Pn_11A{V6XEqs-bR1Uti6~83xycw}4R$@F z?QbRf3&=*{0n{yo?ZNryO&-5dF59xCxzl)JT*VnOYW8(hvl>$-B8Sa?#@K)$a#uC zafu$-RZQ489=ySGeQccWe!BFAX7>H6x^%b=TXs=fvaiNe^81ElPUJd>dvn$gCj$S^ z-00FY(3|d@dX3o429zK)q#U$Nz=h;>IR(Ns??Me3PRKZT^tey)URa$S;nF5?C7^Qq z;@c>Nyh<95 z4O*3tXzjTkY_h@dv)9K1Lso?rJ;0miSN)&Cs=F-7IfpvWN085NX2A!EZ?CsVzB&0T zIE^|-i`}X8)UAGtd7_QCeHJ{qiyksc#cz+7Jt0sOEm;TjNQh1^7lR-LS^eR_4tGPI zASY3Y)7$Wu}=LEZ+0^XkG#qd}I7}WE78&JtG6e46X&a^M`srfo^Y}M+8Rh4`&El@@fFajQ z@gN9MY0FkO`8^4cApr?=k+Ogp-c^KFOnOE-WDI14rTK}ddr(No7|$nB)k*a&8(vY* z&*BfnyFMR8+fjA4HA%wF2}`nbZcn&XgU7K4G7I!AWY4~i{So=;TEG4Wr zJ#!9T>$Hae@JSAVa(CxWP?a0iKi!6OSx~rbedbgo^en%LCSQd{9Huz9XR-MHvE9A0ezmWZ=~JFk=1P)9c@DyOQkJ z$maxw`+h0yIExQ12Hf=*)4Fisgr(TIN}#1!wHgq|kWXQ6ybW84qjqsTajOr+sn;#@ z=tF|_m+jsi2VsWndn6Wde)mqkB3BuAhjO&5GJDNMo!lMgbSb$#!@*s+L&uCfd;M*L zSi{5thf{g)8Tp-O2oy)12Lf#EGD)&qL`CWgVDxlL|Pfr0t%pd^mg){$=B zeQglej`Cc(mevuc^hm;?eAMpR{k?G0XipzrDY=ypknG2lFa5Q$7%1}kR3`gTH2K($ z?Val-A<2HS7pqba;Pt{nHi=5!pPmi2V$T?w7L?WAeq`iyZzn!D0%>;5U5)5kAP(3H z95c1oPHQi0P9au6%)XsUzhH}IKWZ4bJ>4Yb<>m0)bj)uy2k#;LqzS2GI-EQnh%M=S za{EN!>yp4}qo9_Vg|+;_4xOnPO9tk;620S?Cu8U8PyT+~;-4K^4w%?6y(2lL40N*T zkbY4fm__ZgIiDaMx(9Os2gB(4Tv6^0h7k01_&~|!gN;F7A3%WzPnMb~Lau9QvIsuI zUWYom74>kIz_+Ag!MxRr9f~j%Uk!&u9+6&n5Ipc}Y9qV2CH$7tHPi?;mJ!uK;M!OT zCo&AC5(QPaNA%>~BwXxfGqn$fQ*YzSv3yGD8`j^Sy-B&)Al7v3WpPwunKy-rwjbj_ zu92EQns)LlSMFYc$T%7a}V!J!!aH6pCi1g6 zduGVa;1%|ZU>n| z0r}zaZtW5@ln1>?5-hvvl$lG+1Z8%rU^e#(8_^|c5 z8UZX(R2^fFCj@xty=h$o{5Y*{d34;?kA&*~J{%c*JcPgOA4E49k=c&P&`-uuhS`n_ z!g>ttb83zdD#;bSQP-mrXu)bfx(Bj6GaHHZB8wqAE;RV}ma``#f@ULXKl+1Y&&l#u zZHtA=s$zfNiqUgr@9*59!{g7jxBCCMJGUgsl^e+Z z*D7iQG$SMU?ENonrn@pp1mF%J$SjRUc4b%kRITFN9o;lqjVucVE@ZdeD*r& zMucD#-!L^gZ@|rQq6?UttiIf2)JQr;aWFGM=%_94>U)lLr-GqDS1OL@i*V+KP?O5+ z#tRCJR&E)GMd(kNttx^ABqLG8MbDm`2@!lBoD~DCvBIHH2AY$svAhiAwV95MmonMW z_CJdy@Yax_NPEczNI`pXb?ysayFQZmUumRE#{M$0RuYeG@_)1fF^R|4%gAQ4aLxly zhI}f}#UV88Ii0q{OxmI#lQFtG*C2Hb&vrIqnwlEhR7Xzu+!Ih)648|HqW%+s;S-6Y zR0O^jD#3r2Ddqa-&p-e4r&eDsU?Y+m zMW2^6Ol^ClUKv^dg#w99#=tQPFKJ0kaGr-_eRif3DB0Imnfn%o$&!1CDQmr+FrdhV zE&9EuWV`eyExP8APPX2-F(PN(s#-nWXjNI=5pJt%NVE*+e&gFZ7wG2Jo&-W!mpZcL zDW|a9T??Ud<}%mZt;O|3*Ofp7v;(0-w-*9B+E)>p4H?*Ha>>#9V-)u~se)?091t$I z-VBygyEYh!wPG_e*spCyzi^(U?AO+4-Z^&X*04~yWVk}44D865>oNspuHwVeoCguU z$k-0I&(SS0^@A3N%yMZ%i4(^?_@1$nsXgr58noP9!yb1GRPre8y?=jB&^zH^SW8>f zymM>zus3usnI$Y-yFofWG!;5y&=O|{g!k-u!r(26Ri-;Ptlga0pm^Wi0kOApv@@w{ ze>8>nsNjo@-zB+PwCMmDJU+CGL8B$KAD1Y(=iX}3fy|$&zi=Yl!WSt$DjgOVCIhp?FB>)CkJXLFq{q%DJzHz!<@#T?tH>%);U5h7v!7FFxiJdp4(nb)lFB(aI0 zTV;B{;C77`N!M!eQdwi&IYiNo&8!T^G1zKr&#e|0v2KR^2Gz2w4rS*<9u0A*LZ^bs zV#(>(Mq$Q!wWvHAYmR5Z)G1>G7mJLMByF@2i1uKxgIdE@&XA;v)hZF$3dG(=98~X5zT6dkL{K+`y|$Nt;hqMTC<6SCz^Z)LyY1~yUII_ zyjPqh9WtGUJvdwWQW*awqk5W!iU00&y*T`>p>IlJruUg`V}40Heiu3G$!Hy2rw&b~ zX}c906p-CNvS7&c^Qmc;31)S+FV4}kkF_|UB%`w$S2f%-GAO5^3oKL~tq3WhOxB6ng%NSNfL-RqfsQRN=iU#wy2;m9y87q5HKhowX%dnj7`pbr^{ce%RN;aw z!pU`z{5-})a^xSCXs2hgKv+GTI`%B_Wae&vXjLOXx_(O(t(SpoAuBiL;R=cB8TVGC zmbLq}@!iT99D~csl0Sbzi34*>fhti{k)s{v85A^&TAd?KF+!L}ZVbg9)g;NLHpBUq zsG~g1XCx8tPKDNic&*a+2jk4+z@inMB)t+2#}EipEAGb`_1r&GoA!Q<&b+hMnlx@W zX7>cgu|zaJIBd4%8%($L46~z%0z*z>XOkahnls3n-yd!{Hf*@Yb{|XR>A6;NdSU>w zUN#i#5dlB7Ks)2zfTKibx(bUGG+Jf52*bfiaf9uLv%2d^1`U1^{G17!JQA|>rNw3o zKlMW~?#Gq5EXLP|FnpvF9;&9^{9!;XRonM!_u^Gpb66WLYuFIK9N;%f=B81 zdWlK{oEQra%ZomeIZ+I)mVt_841kg7WBeATP`Sb6CO8-wwGoPmpMj$k4YJKs1TlyY zQ`7eL$T0iKb0X9M68C395{WDaAfsvi$IkdTpAsET&SJ6P+FT#?eJtQGq=V$H=4V4r zFs&bmWa&^{UIuRey2fQ3WwU%w;-AY&e$zjGBfdCfXaBChBhkwYU}puiAM%B%k9(O6 zdOa@-3167?PA_wAwSESV2~X+6$hDap8B~Sp>?)FB@r4>0<}_rSJI`NNu_{#^)48fY ztm9lPZdf$BCo7!H=08fg4uzKIf9k~(FTM-{-b8sv#m%FKv*rUXsdoLCUa4PjXNs1)r^0^O_Q2`{ESF$H+fUc3EtN;BY0 z0n~A#^DNKx)u;-2hY2iC4*Bb?RGV{v<3B#MqgMj~E(u4+=E9G}Mm#Fj6cpPQ>el|V zAlvcMdVdr+3{nPLwLaKW0pqn)$DER>A|^hR6qi{`ZHPk&1u`q2n8Mt}BdxDY;^XG1 zpKlOyR%O_%x3?&u6EO;?CCnkktJ!fOWOQ3>=@yRVl)m4I_o{M84n!T7Xt>w6J2^S` z%J2181oPRvO%zqjU?=`Cx!fx?0QKQkbYox9ib=lpy~!HS1n8rP+hFNeVIgHdh)k^F zsV8GQ16fFAdNdY>l@(7lx!2=G(Z5QB*Dz;AfQp>Dp#xSRONC;>MrR(Km*Q!naM3f= zDeDdnr#q-GjTMD{o|Cga+NoCo@-?}(_JB@M*sAZb7>ebjg>Q#in^dARW%%!2MS7U; zWECDmD>JMp^UA(72iK#kjRIdMq;f{oKvel5)&9U)9{7G)+@p>npU0ArNa;nc*ueS5 zo{xDr`pG2sY|cBgr5=u^DE_=70DI$aQ{Z{Kb44il(^;m)3te^QLe z93lN6@GRtfxilb|^A`$0T1$f$IRVaGl4>jjtqu0)cDxz*Hv=RgbA^Z{bvYa zh`k%}343C}Qu{~5w##J`k9acdUM*ij#ZME`edFNlf}NAR?;B%J>n(-dFtSRux9V{E zgiK)Kj)&p-;1MU5B_p=9Y@}Tfe0z5WW-6WuO&mo$Uip5=0+Q;WDe>LRh;yq;y@YIbZjw2o*W%D+^b9}%E7!1x}&(;1TgGalm-=xqCw86|E>Xx&*Zp<=o=aJ6A16 z`De!DAt4^~==Fi3p3f59I)o4r2Zw7^g!7b?&-;RKYb+I5o?GNNTW3L21Z27S-IJ49 zI;D5!-mGm0WN9}TTB`~Cd4iAQnaJm42l%p+-Z7gU)T?2H=|NN$K$ItSif`48)n!UF z|CC;IZRwe8y&Dj6Dsm>C6f>LQQxp(0h@y6=PDjT=9TX4JKU8Xf1ZbWJgiS9!7R@<_ zTtUyKoKFVmwDwdOqa)gSuGk`POrzd%z%&Xmvfl(a4P8EO8{Eirzi?@s0mMz*I5N9_ zy`=br)-+-XB*Oao@==^H%O_eti`-yeR^|vU7&@EzriA!!`u1}j%_FkwAN) ziZC5`;^IFT9#i7*81Tx}w*Gb9@x3agdoPQeGOgl7`3Y_-ckS>fxb3|YocKful0|Q0 zX`GSb)MFd6c02c$VG*b27x5kr=m1AM6HV6fksq2B9p zC{rByAGaWQYG?*vqSnkc;iFMp(sEM${c}$&_hK3)MwQJBYZep}i$?N(nbcX}hd4I9 z?(by=eNH6MoQ*fgZhKjpnB_3)7B6P; z*z20?z(qVr|CyrfW2-8t=KN!mVrPuAw)%tlh6F(kDun3JU&>F2WnqyGYD8h=LwK`t zMDYX`Pv2!iyhnAEvCxB-Z9CzNibO|hZ9Ua;c9CJo2fQ{~rD5joEQ!ZbzGa5|-=hLo zR^fhy)dm0WGmlGO)ZTDL98~j;WJnfl7v*UE*_>uWg56A2?&$u5N}O$d_WLU7&no{-HKAK# zFg#>!zK6@v^*7#y<6_->;8b>q)7i!c?;$tclVm)8!giMtzAvbeS$do!wxfa3DoMlU z;$$yLS8GtlWaQ8a$+Z}XT|QgfjEAw@?r_}!B{prYj%H?fu~e~WMh!&N90a^D8Kz1X zMD^G1b^an9Ul)6MxJsH{=gn`R0UbGs5G`8Lc|)aQG`GO62AP_Zr`d!7J^n@BJQ_dE z%s+P&&df)A$9VM15ToJR>>HpJ*8H=Rf?-uNR4XTG#+M99 z$pee3kLWBoVP@cI5MhXH<(W+qcbJrHvI>PQH+_3}PPnOiAj!P)zap~0(yvPXSe;`f ztIhIiqN%qChBrl%1g3Ggjua!(oY{PuF^(K2Fc6}Ll-c2#V2%K zze&fuLhatGR~KG=s94e2jo;Z*L=DDCJte!NB1eX?DbnUSBj00JW=dpzq#KMr>*ENP z-%vl+BvC;5k1T;04MvC>lWz6I;Ef+C<|c_|25EqM4cjgl=qgAd>?%4fwsZ= z2-&!NEK(hM(K6$eP&>Xi#1jURR4&4-iPXr^6mh$81~_-{>V;=$@Myw%B`vBeuGpp% z!rVTSkNEUlJoPJ3)8MWGJaG|~t?h93T%rhjDAzSpQLjrI6=UsmEoU?l5Zc~L$kF_0AbQX=tF-|vGIAa3Ao$hR{ydLb%Lxtlqy z7lyel$Opml%5sh0Tb`%b_Hl5=YUJ!zr$}Om^}P8>I)?fpYOpqsV*Z){QI~Y4mgSjE zIU}9HXqhz)JCh4?eHM6{^hS}{Ab5D<#b!iACwK-*GV^ody_3V^;LgJIHqgG=5ovu* z39&Z)xfU~-jd?VHcTjTK6t^3ovy^Pz2r|3etH1GlGI={=eA6~}EF@*D2~tSY-VXH~ zFJtC;M`m?|O!)g?ZljIvEwA?I*(4JGE*mr;8;@Wo6GWcFC3)%O8{0zF@{Kcf`;u78 zXu`~eiVGUNO4Mu)C4I~JgDQ%bW!MBq)}~GyB52Fq%H_LX_t6IR~t>3rJs4KerliuRU4|*;n{_$2Eyavk}DCJCd-~F%?@9KFKN? z$<*rv^)v-t*OHf+tS*70S$!Wbwfx^-{jd;=W83Ru;^aSltpl+ttYpzhSNmYpL6GhfnA<^=*0W7R0u; zW_<$kmGSw+PzRLXzWK&m=bKtlPL(_Su= TwHJW-73r5m@IOpUL5!&m5WpSq6@m z2;iz%V7(j;CKQKTE*}+=FMPIL#z3In4;aCnngt$qg z?awX(Vd->Tu>XE}kt(=0<#Fkb8uA2#D!aT90T9 z@%rOCKm6y%D!pWK_~5AVOM3WlpVbce$kpyrJs@9PO4YWMdQyigeuHCAeso-DclIDg z;^H>#x3(~?Ml{1}EZd7oO=d4py-Lk^l9yo?qC~PQJw>TlV$Gx-haYW3sQ+A0lr$5t zc(c8+U#sCil%ch4{4F=UoS}P1>N8sljiqPDD|>BvH2O`7Y84E_c553Z4prlOha9Cs zq@;Fn>&MPJ>12mL+N60yW8U<%X_69N7=5A)rJg2hVPA1&vA9mSwlNJ*56(XENGq#h zmM{qtj%g3_y-&h#n$G+pT?}yyowd1ThQhAMJ{SszUB~1t2Wzjp7NsB9 zkCpR}yQEJ3Zl;_bXT8%0ay4QwOAOB_04w|OOp&)*H(XuL+W@)2x}Abuqu ze&X7r(8MuP=-Ftf1Zox^g-7R-un5Fr3w(M#ljNu&EDH;2wJP%NK_oGgZQf`^Yud0k zy>$V=ua_}AGcZ&|PiN@_eJg~Zvp=+pjv9NxH~dt_3#~X(SpIX(Z{bSMnP_VkSM3Yi z&xEnWk7&8(bqfd|Y>(COK)oURWPwKiDcNVGh4vzzjl6br?XlfrDA-0kym7~b+qIKA z(M!|Py{AY6)~*{GAMP*RS=P}UU|hi*2S$~s=W-@CvI$O4-S#E5d&4Av@DOTjoxpNS zbjmYY$$T^Nb%Hw&H!{I7`W_CG#Y$941FU_HdjHsPX78xgFioPHz_&a8@RyD$;SUel zrAdFd9d-Wf#bY5E@2Lb9{JFlL^L66g6j7v3*-YPXR=&)VhwZ^tQ<<{i^ju1f-s7} zkxD|7j+{R>BDglC^5**O6u`k#<%Wv1x+0jLySnK2!^BpCcOzcsS3+%p(jWC^Ft)h= zX3PlUsoo5S(hI} zMW3;>5{9}uB50s>f-hWD4l_Dp6RQBg4Kb#uM3|z5sNcF0;^lpkA@XdlcxS&$-03o4I4|}< z;4o}KM4q&={IbAT5lK<6kEPx?LD>$50KEcqWJvq=W%ql~%6lhhy~Y}+^s6mFlmvp= z*5s63T_wuh*jkx^A8U(l*vY&Wtpcde6RcpwvEI>wYT&GkkI`Q%ey7NItZ`&RK2d6k z{}G{>xas7&Ega{sZ~JA^2DUgzFq!-nQxP64y-joYTs;{Y8kA~({{Cz&9jZM1%@Rbm zkMAd=e0fwVE?e*9(de((U^_ayS|D3jId-Jn0bv)CljO-p5oqVNVZnYik$jdH!a~H5 zlYC}xg#}WD-|)-wjl?Vm3HEYgw#n}GCb}#Xv?SXwzgOLyY{WD9Apx!rV|N+R%}+;^ zqS=XKbQ}_hJw6;U3*Q$>FEi}G$UZvGu_~n2thsiKOtkb&Gt-yNxAxJ~i&m~pCcO&V zXBLy*VfXWtxZJd7YA)fTju|IF(7%bD`S-##xZKDF0hylkbi8GKRnoapIFzuT4Q`AI z(w;(tpDIj}8-a{_O|i-vz%Utg0nW(Tr|DncoFyBIoekBK8QY%olUGD&V{&>&Av4w0|d;hIwjc z2X6Sy81CXZC9^_m56p=%CG6=j8QL%cO5BGzHMWNF)!z}nIE!#+fWw9`B5#q^@ajHh z6OWSYY$ESaea*G>E{+;(27WrcNm-jA&IkhjW#h(p$wz?3>5X%?TIV*_9!G4~VdRx+fS9o?%NQsT3?i!13NH4k*FkFpmW8k9KN-g}i!*F4J!b%MMy{ zIKYw?Tdx2uaV8NDD!@9I@K{h;iWVvKfJJ_I3^9ZJPe=l^meEALne$E$Lq3o05D;&(LIh+9EbgEo|h~&E4RM$N>-IhU~u>9o%g@7revC z5GK}UioS}gWocpcu4I3_xtaB0-}A*CEIT%iEVAi#s8TW7BbB;0q(AY zc2z0L@2Pq*)wwtz9Pr3O9Dl3(fDW=|n0Wk!E!G`8s3Yfz+PHR_K1?P;2rg)0Pp>L6 z24Z1#yLwfYL=>vOp-e7c@NjUH>`c3&^tO{$#sW1gR;*!_8ceq$t)HsUDonnF3iC+? z7Bg2_jG(S%uF)wXE3 zg7q%4!Y^gI;0UopN2qyw_$eLV2_wX|j@)pmQyQw7lLKt>ngAw;wB+;E2xs9TF!?ly zoOeP}BdsP`*XY84qy5Q6MNi=8<8XF|mKv>Ih~51T<^;D-t%h97%y6#WLrPUw28X|V z_p$tz(Pxi`%(r14OH#!4ulXFN#ztTU-apS_<~rZU#KNcS)U92ft`AHE!!-;iGn<14 zxBk2?%!PQqCB?N^*eD<9vXCzdtFs|B*h^I7KJY93WJqBHtWth+tpg~Fv4I)wCgmfO zAnzO>Z4jYvplFr9Q_p*$M^;P~9=;T6wQf~RQWDNa-#8N;O*8c_U=%LqCQ|S0CziWo znDftH4bSnHN-L>w1C99tfa32B}} zwgYS8u|@)h7D)uM0Jo(#48EHZq|iO`NhouEh$Y+ODYl+Y405Y3J^Q=sw99b#nKXJu zT8n45X>*oH{GsPI!!w)lv>@U{A2gbSJN1lWJV|a-CIVMF-?0YkSBx8z`;ZX$$)?>u zVHYsG&<|xrH*ol(9MRFyw(d^bURub~XU#S@ZkBu{S~y-+$$j6SjNP6)2e9|4!w^`7#S+zKalcV`Dhd;_m~keVi8~WS`v9ep6wR1F-ANG0{@j#^pcQ zJSZ4k4ZL~wX4yzm9&mo`3QheD^g{Y)Q)Ngz{--Zn$!{lfc0nT#w65FpX-V#vQ z7&9qQWVT(mdZ4;QWe)GP7OZb}32<>)Uet9cc47rLlgaEaIoL33cY#u4R8ZRqw=X72k_AQs-zrc3|JKem^#GP|U6a6+#8Wz3HA)y*KHBHA}d#^P8E3dZ~ML=?n4-ARpa{ zUX|#$o8r1XF_B$cZM*`Pwqw!WA`+0TA=P$cgbX0GUX%mLDJzG` z%gcu;cf~Lx4i%hQv4PmQH_t>`E{jpRFXE)bx5_uB5|sCBOt${ecIwZJumu+KED)dZ`QuB<_tv!yEu5+7(?@w` zlje^8PHcO#7#%OU>VUj0H;PTGIa;E0Nth@CrOUqT27e{2*eoJZ*F=xQMjZO9{ll}f z^X}7@J$fBHGuUPC`DxAEyJaOxJc#OWE*3byJ3kNT!nckVNIA0Q(&7LKdZQ9y?t#?_ zEa{v?7;;t;2Pd5M!--XpH@a(otgw6u=n)6*xmghL;0oQY*#x*P8efg=#bOzqd;D-- z4`%sJ`9&pfasGr~_=&`Q_ZXF)hPBWy3gwm8mf2gsZs_6vODTQZAcFmBFG<5Ev#pHa6MCso+42}*4+aQmVO6H^!PhL=?<6;1w zBcC2m#%Ki7?;N25453KH*Hi~YR%F1{T^KGW;r4nJANh`csVh8%Zv*9wOP3b2Xg$Q_ zkWb4aO#eJKh=15U1iPn&Yke1`Yl;x+KDs6fc{J*Ni?btJX;8K#;%#idXqcZ&0kwH| zHPk`T2ebERso~4A()2)VLSSo{UW;E>g1r9?!ECuF?!UPe0^}4RT2@=l0`F$>O)sD< zneE^PBLO}vbY`SaU&W-Va!XZpg{RwSn~crKx#8>L7!=rQ+$yOu`hePp+i|kyhueZG z*dHws*uN`ler=23jX25sv*u?Opi_m+ED#Gg*}n3lvc#G*KPimJ9&@79giR7J#5|={ zdt;YNo_eE<$@K=kb35D;gtIzkwe3&I7=SKI2mS^E3ZcnjR3GdbEIodg+LQ7-yQ6O7 z?dZxi*ofQ7;{Bam12w5+=?-j3I-0`+=NgP&wt*_yUS~!^T%?rSP*&uZZHbmSF570e zY+GnA6k|y)SMfEM95YXbsc0Mt4XfGg!(o>UW9-^wotX&TUAWH=O980GhBApK<%6lUf1S$27P*L z$hRqtG0auC?=au;Vm*yy25o2bT?2Zx)p}Rp+FY6(Lod%r!+`@pU8>~+m+EpCvuV59 z-P>4Twn-AR8B0;1iE3&vHx22AKAYKXN@h0!`FuO}H+llK9dBL@_$f+Rb=D6xL}d1k z0h5_~AvaV0g>SI=OHxeJ77u4%{&O5y=~Yl<7nEh;Ll;((2)41avhgeEn>nwGTN=13i`^<|En3;;Jk$iM0(f%!OctOaQ` zNxPthlgNb16-M8-=M1Esh=l#5Dn zYmF-ftd$GBVbV!5JjppzoekWLGxhXBT${KjQOOswWj557+bv7pdpx2&%cy33HE2jK zv6%|HSlj*E-ft`XRXVZ!n6_7+@-htF@6L)8ScT15Pq@YBXW)g8`TAD*xwch775jqK zXZ~pN3G4YDmX9=8)EM3(9V$ReXyLUz#OJv~+hG3WI3lZ{uZDNKG$%CMKTE4L-zArg zo6#Y5#frgwV`w88699+ozA@T0)^Byq{DFRn$?%|Ls~Sq|RI2Gjj!q}Okp=T5ZB}ca zqD+!LPPm1w)j&~_F`z;3gj2Lm>6_-~YhtMYIU8DV)_%2ZP0MO+N_a*2$lSquOZiY^ z41YK9@!YZAQ~)W^jDQ%c*+5#U2Ma5vSe=QfWu0;3CdU69Vg*7_Ugg6G%(a9l=-;5P1Y!pJ0$ z(Il$UswtLX%waYxz!5dDk)fZUkWM{()XZXgccm5&KTm;VhI&;;F;ms~mf7%ulR0#G z7$wl%$@|Y2vt7Ts`N<*SH5i@GuFK#Y`cW-?NmbTCRd7$u%lB zT__=pE`!v)LNcoq;}?#}9pZCE+efS3nG?ik8(a69U1S{C{j-avy-@ncnj3<4O+b&H zSeeyG>Box$E~A1uqcS`Ir$o=SyAMU#acm6%ZRtx?Km_gz?JpQyYM%#T^Sw$lVHk9! z5LNDr3=_oVG$-#>8fA3Z_}1C$cqV_*WM!gE=jE$9!o~gGGvkW5eg2}U*}r9_3=mH? zazF9ZKi%>hbf0yxdoM|*F+aW5=iBn9nUEiD_>50@b;y@+YGIFCr?lzqKcUoW;#U6sd^qCK8%p;p?%bvkBlr z)|?>Chr(TfXENFAb9 z(T_)B(rdpY=nTo>0DE&F@GyrbJJ7&z`bJvqmO!x4_Rp(P?3xxSKeCt2!hPitk2|xK zMCHmvgj0c7d3ICo(VpR&s&6@e!wK09oeix%DvE|0T!Sc}E;~nSrfyXwnxi@;Zc%-1 zc&G)|@*ZDjUY?Zu#2iO>yM&5;>v#(z1lhcF=88%upyEgf<(m8Doo+JWi4nv*`ir*+ ziK-7z)ztZyOCE_j_lCWwYo!ySYl9wEl0qA06MM+z+ce$P;ZbKHx(&f)Y>G68TYo;7 z8R|X(zK|y;UC1w-8AF=C-b}QUyUD2d*Ie)h@`_ykG9ug4?=CS z;PvcG1@cZHI6JED;Ajg+BxvwDewT=t6)v?Q%E5UzlCBt7y)m*wIz8_?2b67?t$6V>dS zdr;-T=ntBs-7e7DuPLUXJS)m{+apgAM&Ub^>Vp-Pe1g*67eTZLW@F~I?Gl!xZ`)}8SRqnQClPVx z>v6@8uDL*+oihwo0@I#Q{*EeM9kL8+k8`y;78j#IE!*{ufzU zz-z=kDRmtR7T$v?(?@blsxvY#(A-*ogq;tr-d`N^P^O#9skctG2tTQ=FKiG+^cr{s zbw9(TMiGySpq>x$(-OpNeKDRY#PJF^q^ea2ic!@48DU|14MohbFCR!jVgP(jLVDko zy*3KValpx0xmL&$a#oaY3GWLDbex}oVxs%vjvxJPv1(xRJWxwv43^F~-Mj$6;i6_3 z29sXyMxgnoQ>!Nfg!QpqPNU6G%GO{I5(vJ-KrMCKz~?jHuv%7O$unH~-L)vEb-eiE z^`FUiR*VW{E@b>96Ek?rixroDnvxJ(7n@jG8g>6#OAtD|d9BJ|%&6zph4ouQ(0y4wh4 zh67;{y!lxe6RGQDI|K*t$P0WPsealrJ1}VNLH^j+-?w$wjaRl{iw`=G4yd@_`HW)e zlSUz%oab;pCL*}RZnCOKQ4J+IXZ2UY?R=JPKIPZm0X_^j>+>J;5SYgJV#2``5@Jou z!<;GTf>?ZAazd2$>&-$dIQfc0D6EbBBN4utBx*ko5WlS^jB}#8;X&`yuY6~S+nIdQ zd(iES#Ni1!$eEuq8vAg{E=S6UowTzXd;e9{y+!plOG1JDh@GF0eG4eRA355|x)cW8 zwYx+34iq8g7x|M*YIio20g;D5%18wL&_yQ7jE4MrYc@o~Lc+#sVym4@G>x;?ca^t( z;p;Sfn+yL>4!7*;eQxeTZlvD4&N-SK?wt#X>B8hTy_&PTU3+*u5_K3(ftI`Cx^oPF zc58{54;gVFL&&MP8}q?a@)Jsn&1m;# z)P~9A9I4E`5IpL$x&6(k4@QnOmIn${nRy{U5|zAeg`W)a zPn`*q%5XwXA@cS)rW?<7Mg1w44iZwT(#ax)~PDH7YZ9bh6@u7hgb%&)S+i_ z>+%%KAi1rzavxvSvh>#FRmhJWlk(eTc`xi15|^M5%3;ql+yi_?93H=XKE+?`=lGbf zk-+=m+}TjBIY#8nvm6{8qEmi3vWIZDlq4e7Z^l(U+{jOJp9IJ3y)Vmoc_3JI>)ZdM zT|$vW#E}e#Zxh(Nro@?yr46S%+HiR-7`y3ne`h4?=z8O1CDQhT+I{K? z6>=vfJ?-6wAplIP?7Tl-_sPKVOhMWEWvVQ##PFGqsO0tM*iyp{-3*&g9PI z`SGe(uM_off%MzE{*v;1B0rasd~h0C(!3CuUvk;Kks6HW>Xhxl9>N*mYa3=yFp_eF zoTFJSDKxGnL{-&m&V50@vq=Wan3`6k<=GObLPvV)SEc!W z(g0pgI#l}(H{<>lyzh7NL8hiQ#NJ}Qzr#Fd5p4e1^}fO<$$bW;Qi8Bw<7DzUCZ*H z{5~|9S}^AX4G^|gb2YRx^Oe5XR`#fpIad>S>|m1Rn45|GtoU;^n^tDh;E~Vys665H zQ&6=zpdY0&pTl@oriGnyK6^d`O+e>o_qh~-4ExuG{{kM2off~J;@f+8j@PFm66BU( zt9ql0VUwHl>#^F;N+`g!&C!E8K5o@$i!EkvDvcxbvr&^F+orhMI9P13vxH%9pXWYz z#)YlMAGjvO8yO12=DH-Sk!q-jf-a-VS5tf^C zm5F>qp#F2BP9g1RZhyV~B(LFVHhr?dv z(()7&j4f4`%)n57H6ubo0_3zG#`O zPH~#ZTxo@Cz^H6>oVMSL9-8ib3G-Oy(*kL(A^W7p zf;c>FBf>dGO@p(YaGwvq8HY~b2Oh82!=S6|E8S=i#$g~QJlkAfNO)c=5ZBA1pXUgX z#`4pAhA&nTM%1Fl!7|AN7v1Ov^W)hCG_+Qx6oyikpdr|56D9bAW_FMR^eWC!gtmh7 z4<(&8v7|8%UXZ_IeFNJluvoNA4v8+*<@t%CNIq@f8JpZrw#3F2+2PU!nFTIbVlO11 zrF?tN;Cs1o!PfHM8}oV|PfB%vU+G@DDZQ;kqPJn*4=jEzyzdosZ%ef~3YoQAQIw>-`6NZU&jmM#|I`MX%uVWcrQ-Bg6Xgo*a!`VzVnSY_Jv(TJbyL z2r+4-5tY7gh(%O76@M}vs+*qFs8>aXbg<+65Zk0%W7Rce%xkZFE^?DH_wSnSu-9f5 ze|{Y!hX?1_0Qw`A1c!ZUNFV1@aH-G|ejE%MefxE&4MC16%8eTPzniDLG3!ViWIUF} z_2Z@IX2$bd4u8Wg)LkA3ok;t zfUPR{C)AqB@pNlBzrsB>S67x4QRR0xtT3C2W#+V?n z3(ee;v^6CCME`;Q?xQQ=Qo^4EkZfm1!lyu1E)+oK9B{-<8nlS$<^XF&A1|&(o z?uF7?aDP-{KR;G1U|xS{In&zs2;I)lZM^_9RaCuT1(o*iyYz9vavZ<5tcAgs2t|Iv~bHc?@gXwS@ zZF$PAXdj?VJ8+RS^PJ&yZ;j8lokF~DmI4Y3n66@3o86k>ty~q=Ty84!06J?mSL6eh zN2G^HDy)MZO9Ur+iL&8X_g*Evki>u_sdkKdQZ zqz?)l4dJwl_Sg)5`WXKFON`-($*q0qFvy7`vFKuswF$*tPNX8Nt{|5ADi(+1Rlh~F zffPD!TIjfNWx>(u7iXD#8E3Sd+4txko3TnfhkGA^^`crKa?k9#D=hMhJr_S|N1?kJ z>1#vrR7;e=hD@%TL-2o37#3d_yS8V=8iDYh51V=>O>FVSRkOt%yQoqAuZwingigoN zn9sQ^x*d(B(kjU-H09DrYCZ8DSwvX~Gu(14Z31&|(_cNhUEP*9s@uPMouD(Co zZ)u~AivFlLsBXt`lyAf$>cp;|d!S3LHP|o+^nED2p#3;jg7dZJ zw)79S?H&866Z^RU8i-~c;iYP~g7%N?+YDsMaYVxo-}c!v?D*lnONoHQG&k>e=C!uw ztcfcRf1NgZx3c<3R%}M%T#2osa!&7pyy7bBmj*ehuGbmg>uHd|@=Idup2e+Ici zliR!%WA>98aG!MEpFO{yxj9!YKIWVI8ZKlO{%Pm-1xZ+L_ zrmJL~D{W^zoR2NGAa#K);GhN4>F=Q!TJ-jYt!T7rEBT7-8V*{h!?8z(IbgHPt>_|U zwpqNcf4trnQ-tmjBd?lpNPp#aJH(u2FDq)ALguxGt(yYS>81R%!5Y17zq6o}kLt;Q zgk0|wE%*o;-p=N!J;`lk;7c@-0|#v>sQ}P7DE0bsT+83$d9KHIkJn0l_7s7Vy*TY# z1DZT|aqm5pC^!*VTUM4QeVWNbnWXRFkM~5_AYgGv#&Cv8a38C71|tVB*a=*s3Wc| zjFarN^YbI45v$Z94v{~abmO>`dgdv;hNY{`G3e_(h$22qvXJ1R6t-%ryyjx=pL0vI z1dkRpPy|WKxq~*>vc%MwPco45*U&;dpmUU5vbqT_0}vWAJC~IOFvJ)aWwZOaIc$|m zc}8Thm0(5gObtRz`l7Os<6zSXNJrGFA zBes^OWw}4>Gcv$^Yo^cLEa#+k^dRa=yZV^I(VU*Hf;AS1WV+fcnNPs{|av&6N*cp~A9%e$R zTDfA-@iigf+fYA|Uam&Kc8U?kar5YM&(8ZGZMUh92B#$_1pJtKx6q&=xPa8KJKIL6 zZhYqMg;dOr)dXf8T&e;}I^39XOJN|+uiy~NdTC9X#bFjI8D>@VRRv`ep7!O%m6G|| zjznoCqP|neAtX9~e^)QCVRm!o*Zbkx<#o=9E^&!Jd9d$6%6hOUWVoP>EK`#O??Pms z9U*l(pl-OBpueVFn;*;9KB`?i&Aqw!&y~n`;Izq)*@Ez_$}{+EV$iLat)Ym`9%%U{ z*C@~hO)@+}8rEpWB~HN)B}-s7o$*ghUsG%DHVx2nhR#=B;LqH)=N^&zWw81!IH;Fz zLT$D2Q*Jmf*IV_nZq{@ZBcmIvrl?=jyBvu&DE*|LDVM{TW#CLwswG~ImJ_Afr5UxB ztrE5bRT@=_x^CWGT79N!+WIE1BKNiB12vzGO3RjC%bNia#ADBGDmD!KU0fSGDG;B9 zhS%%g87~^oM-I-8DVKWd>#`g>n#0rXN)x+sV1!~#>uEqqZR_csd?q_^kEAx_kP96K zOwIKj~@+~M_Lni5n(EAN`q6l>)|NadAj#jsZL z#rUN7m4vGU$U-3c!x5P5Xgj`9Jq1t$GeY+0rh7W!gq=z>`t7_1)0e(JH)y<#R*4Cg zcH($M@S!^%1OgocB9rmV(B>d6hMcjZ$&K0!yxp&p-cY$1&neMBPPWO0mZ`Wf5I1As zRB-4FS3apf%C9drlMAz%yava^3CppX%|2n1JjjLK(87dGHl@QI|%KaSFN z&XG@LYIpjYz-f|uIzq@dx{heN%#mM`d@4@X_D0FsSqJn3EHGN{lm?O9CY#(aaM5*^ z&k&e$M9cFdO18j<5BSUUIg)*6Wk=AC<9oRF7BG>tg|`BEkV}?v@;I)a>ec zV>*j0;~|vA3Z7MU7U5WcOUn?hbr$IR`7q1>#NNx(eXxb6}_}}qS;lruMsA3A}goKMeQs(?{{(! zjqR8+`?gW!aM!Bb&-;+=e~-qg#68ZA!`T<_4B!Q9U7|bAk$rtpy%7wn*|lV>%}L|# z4U|`CC7A>0DB+qtPYH9>-C>*yT+Fd4P$Bal7QWb%aD!69WDwA;aLR>#OfVjpzC-Mj zLQ=o$U18r)M(BQ>Dc4pCOI!Rby&LM5oiA;DsF}aUR8PadsTYdxX%r7viQ)ihC5m=S ztSp^lHc113hwVZ@y()lxyO)_I(vfWlFi-Sgz<O%s|_w9 zYE4f(eCZqt!lBvpmEdZWZf+#fxsh+DEXOC+`KgI}+yB(25q!ec^Z^?xFsb*FUirn)Pe|#(Hqm@aurko4IR;^j1XcEE>FTf4XLcM_OsQ*$v_d6v};0)1Ux+&^8t&4 z#*WpqK55Z$JE=t@5)_cdmU&%0)u~nhxq40Ar%Nm4g4d<}AL@HH9huL>{a4V z28yX&M`Tm6B3<8zHxZq#ll5zNw~4}RjmEE-mjIqia=*E0KG1Nx?R3@`f(S}Vy5q#p_M7(vzMgo=~}#Q=t%2lJgL2lStDluYLW ztl?#UG@C?$p+lun;U0=7_^XciClSQ`S|*n;E$m?scL@7+;@bB_T)VuSC&tywN_E~} zRJaIZQclQ$8Y7{6auGI>j8>mkvhoC%n|LrUHcW1T7DUiqkW&jPJZFM!Resmn0$Y{i z+jnPGtwv#nEV)0vW(xl+(UcvzltUZD=%u4=Mw4Q5(b#y^eh7YE4+}A3@OX?kv8wKi zYoYDDK@F+|-3-mM+>#>wT&z2S1gy!oKJV^l^d@Uv&7-Y)`+xR$W~ZCG zP{terz{_DdvG)WCFd$wSEt&B0 zVj7;bH^WR{`LeJq4v0JtImW!?q7%ksI_rj#pMYe5ukX&@t*{&Q$vAqY;G`g?B*TTX zCyPT+N^;>^a^g?`PO<~1l%b0-oq(ZfKnJ+D*FwsAO=aDa>)tQ1;hRA1*|KW~K0k-HlKAtDh-k-r~r8hQj(-XvYw zQcI`Oc_MZ7#VAN$#2Ywxj&zoUa`=IY6vbuqmd79>*3u9=~6C^0) zaFNW64sxPF7I(pv@#anM)^^I-h&nr3WIi3=hr^}ZHCLuB$Ds??KNRh|u#oX5tHMp1 z2zVl49Nt$0Djg=&k*ut0*oA^wb*;7Y5%^u&l0Yx9CGEtYNL)1ty_CfZX)Hzvau22c zHI*nCyF?s}jFnO?tW%q5r`C-AfJ4!AC0jz9E4zBuiBxiru(=O&B(8M$$rT@R5I6}? zj7u-CJWsQx>q#@+psYm*6mDulFkp?Gy zW+T7<6w*cx8%o=Bb45}YpYlfZ_SOTKW6|5YfvK%jiSI?=@~1L#bFp7PDr46eiSZXQ zkchyHutMNs{P?LfJY+rP@5=pjt{7|H$)`r$;6}q}^2(4OGfe#y@kxaQ(A_4P+D6@v zlvZJM3?nv0R>|2FpKPuCf(I8)KlHEwzL$AAGjXHO=oab?A?Lv}v9K*sZtjp?AcdeZ zY79oNd7{{AS`Nt$5-ttwSeba(fIr(#rqdrbl^&TNBc}TF25edBo{y(2ZO)3)q#dq1 zr5M#Gs6j{-)_^LIAm`S}z|=V?Xy!GHxFNGpiA#IB!(wvqCd0J7QG2E_VKnlAXAv6P znq2-tF+oM4;)&Jy?5}-JMS)&?Y<%?*bS-czTFhc}be(?;xHk9T_iEl`uN#+U?*Cp1 z{(L@i+RYNQ!Fv}L`t=e1T|}JqYJyvjxiejTl0Xe zI*~fQ)n^^Tw&%>e>}Vr{-#AB?$?;a_`w&F`8uybp4RIjSUA$CHp+L()GOw$ z@O$-{IOpAyGob0gb2526cFpBkN{_7y+lg0GgdRY07AN+c z%96a?#t!_PC>o}+ft$dY48=F&7|1GXrX*CNoa3xNWG=zFGDl}*|MV>N(7!P4dBNfj z)dR`uOmu%Xc3q;q7Vq_LnU%Oi-GV8aQq{&LCe}u@HMJA)*(g%qKN>{fC1J*;H6>5H zm`slBve}@`(&&L4(_SGTkzn2{ulIj%$So4OxGNTAAk;DnwJwq)8}?32w~)pm^x#In z5qvu<$`ig`j~=bE#a_dvBg~vxxNKs5EGR%(vf-++iBmWG09IE(yb3J5eBJ+;2q#(s ziilo}Bu`Ke8$d-K~D?8Rt_;E1f{duJhMIM?CC<1Mze(-W!K*>8?Bjr z>tDe}xxG{h%RVGOcwr@HE-qj(JFw+}>qa+3$1B$id=fQka7VY}UlZ4G&Q`VJ#F~cp z9U(FfIxqJmo{lb>F{`#56JzFZYmc3Hd@1#_m2@u77-(ywiPs0hHwk@9oToa}Tlz9X zHJpRtMQD)mwR3A#;Tr~x?x=*{Je6y6P%ySNOPf_8NB6iOF=KPX{N^Uii>6m6dm9Jb zyz-ahgKGrIzT1dOes62{fo2jztJ$7&o5AIpVgUFi<~6O~X~A55K4umedG4y=QQEbN zbyQBWEK`hpS*0H7^RySKnL_je{p8!{-G&ErQK}rH>PjBYy;ZeJ4+z&y0WASNl_I&3 z?HpC>CztkJnR_yutuBxSB4(nRA*c6~3i@(s;zqcbkxWEey)Ou&=~Iju@l9qo`!l4S z5Z{RM>CqZrCdj#oiYpp4<|%Kir-3K0q5`Pouqm0Y$ifq@rAz5Xy%UAxXDr@xD-B}= z{EQ6f1{G4tfV$Z{dlU-*b+t4}W+UD@cRgE3?P-shMI?GQ;zM=7_?Pz44~lfvcYnaW~~x+e2m zo+H_^0pF66!I#@uQn!QYo=E6QC5|Au#Dt+4l|$~AE?A_RCbkK!#537N`I-&r%MB5s zQAGyy)w~PyZ(}){902I1ldr|?h4;rjA%_9QsWi#`)+BNKZsx4r=32eUv2ToXmhOmh z?U&<|8w>vL?de6PQO}sRn*MRjhT+xQMZMTK;)lH=P({Lmd7g7HN)tfy{*EGqv3^D_ zzc~Jkiu>v8kujI_xPRZAk7TiAScB&=W8s4T6E3p~BPHG`HN;es*NV@c?&ii*qXHa% z#O5n;!U2F0IxgQ6v1q0y04u>hgxZrNNPZ^p9jU1&qQ2y7!yTMba-ooX>3~-Uzr!+F zl2LLa!reLq9=7FJdKMi`U?t-I+Pyjx_3bWYzwmRok~m;Be1%($LSnHNH!N;51cK5=c8&N6E(Co4OhZT{g$bnGuA`G9lD(~Fb$x}>#R|(DWh&=nxH8q z6J1G+$uQ+9w0#(1Ie=0aVV^K?`z#6IvzG%yD2IPx7H6in!LTU_lXlhQ0He8eM?+nU z-+y9i-uwRFU)lSS|5A(~LOTvk`uXw!w&U2=pF6@P>>QFx#G4>hP{|ghCOnMRWUhIU zu{cz@sVSMZZ6bm^7(3vEtNNMnO72@xBVTed=rE%~ndZglS+B6XOLH_ioVQmMcC(c^ zA2TbiHjuYxGd@TnjV5%jNH4!8645dXU>H~72VRHBVJ11#m{d7)RvHj3g&SEmV~hl7o%rLM8NizE9PXr%<1m zJU{G(MI>cn)cl5(4T;3(!t>NdKM%T@C(1WQnqWUheZr^h`p$^ws)5%F(!0`pxnJY@ zwZ$?wJMiui1aw#6=7IDxdh<=Z(-e2844oNZo)G&5e-Bv!7Zc zaO&WYr^frar~{N%?Bzx4#&3mBr+3ve?!ZqwAB1}K&x5T#F3Ef6dE$@Wt7nKwkc~Kf zDDmv35QJ!GSe1d^43Qx3hD@jCB6#vta@@qKFk%+9INgd`R4aq9dT`9$zW?1}39r#O zoa+x?vp%J{ThcSW^(QFcDp*r);M{BTI>)~G27Da096 zc(CdsBWZAgf}p}9I!jPc-vz7&wI?}5&PP%^QU3A}vG{I&!qVAJ5-*ZDWZ4_DDE+Q{ zMlODIPJ{#bqSWU#x;#+&!{Ph&@N!UQ8BY$#XG*&cm0eXmHS@@Vp<(SYlFUi2A{+$` zQ%eSusELk;v!y|K>9-271o!v(!y;$Y-lnFkdx&;?X)q%)%Vs*g%~csr{P){Ewd`wH zdfi7LEQdmW2@PsJAx4!g?YCT=!rlrWUkhCU&dCxU!G%Utc{}?mKxo7C9S=^Sj6n_C z!(l07<;{eAZP}W3mD!+Z#*U2CNrfNtfEi*hdVLrF-%I~lgqOK*bfbLGfZaQz<%KWp z;6^he`d3dR!uCXHn(jhUk3fmWewaggY1n0Nf{Ub~QXOj)@f<>dy5GvhBUKEM#%nQM5wSv!ZSK(PbG( z#uTk}l~r-Q`^juCuR|)GeC9=Ixn%uzqwNtBe#6LG6T59ymhQ;@vSUoGWz_OH`|#e> zmGqcBWdX6Mgqhoc)*Q3fXP|FwSwf z?LfKu-(Ri@%+MFOcaFQd>W*J8I_!)v@rY)l;$PocGRU^`6L{F5a>(Bsx|2K)&TCdR zAcwt`mjf4{6}T+?uMNL=yZxAXv^?KR>w95lqwXc3yp&S_34M)Wd|k*1Iuh1c$AWNH z3{!d+3kNox33gYg--+sLM_6{!YaJ{h*s&PSHbXi(L<;9fV75k6P4zI^uZ3d0R*JrV zWiwV`=3j9x&=rN~CJRmF1A}>OBTHM49G~Nt*r;^`h0aJa8wNf;i2`*Q15a=i5*V#Z z%g($Qma#<6SJr%h7s5xF_zU>Z1;?-g2mX)Nj&x`x`+cDfM_&k ztq*g?<{<8d2fdOh1wo6*0mb~k0q0cxTeB6IB-Ir?9><)p^gOLC_k`T%k^1#(mkHr~ zITp+(bx~I~rKJ7`QCGLOs0m2vS$38)E!jgN*9QtNU-Kwo$e}l3iIwMZHG+f`POI8Jd#pEF0f9Y>#29DF05pv`lNYt?kUW`dEg>qg#7#@bb* zNRy1at8+mx2a=4jY3JP$M{NbfXI_IEYh+>?E;V%`gm&r=D z>I1lG_rsBkc>@?qe?fu28|v2-PC~V84X8){)!$s+?fowIXm3D4>)0GUenbkEXT@O|S!C&HvGpsLT zFSeG9rC4eKR;0>j!h7teKH5K7Nv^^ zx(0CK5zkj*BnwsseVnl87lp61+1As0Kb9EzNA+c@P;h1!(IOG#8j-hz<29yCTUx(Q zw*;mPPl+N5QmXBQ_+E~tn(HJZ z4@#&gB0|FD`U%z;n$5Z{8LeYxBNDVij50p7-Y$zFv3_?4cx@xmr^c&q+bJ^|9!81c ztJ*_CTOOq9)DkdM(>xqVZ11%pj%Pez`z`3+Tz&`gBY-&u%zO&fcT#p@Y6z;nJAZp- zt-d<>e=31VS%p*x%GAc6oFluu6KIO0W*I*6l;ni0k^3|e=T;(k^lAtq5InWJSq}Li zx6QpJSIXgM?KGWBp;)r)T`=~HqQczzH5lTPQIs6bu1s(Rvg!|mT9PU>m{0GjFtN=C z($)khT`@l05q)0t;qx4#KR3KFK&p*W6#(%!y~MmNmKp+>2mL9!5pUU++ANba*%nxYy!$* zkR0iud_NFbZ{UVhE&^wA)Lqu8;E$6c|zkT&@TP`DAT!dM~Y)qHFZW_NV@H zU|YjvleeVsfBMbvFv~!$GoE(-DE2}r!)IhroujCW()ux#HT7_1e%6v1QpuPMd=#Zx zYnpg~M2WtXm)HN^`Rb4W4q~)OY1mMWU&Io{PKDJROd;A>uFyWO8=flp^o-8US+E_8D`V>$o3oLK^Z_KoUpCLjuc>tKlsq~!Ul6YGs=I>B z7mtZEiL+reWKSJry7eQ1cIvePjv1ITW}}hj9J3O5@0$MPYZAln=%+j9p=@81Kbo1S z3JJ8GQGQGIM~}8Kv%ChfDWq`9irgbk{OHCzcQwR7mH;g-Q61RgxqmW}%!)ua2{^Jm z`7PvzU3^ed64H=;6!Ll0>qnrKhbK7vb{NT-x**T==NTmD`@X!7wm#-_FU+`{SDP?@ z-Gju1&Jce=BuZtkzbwzR{Y#k6p~_{61QW|KN8fL)a?WE3gIe6co_L2=!q^^!FKz|8 zLvgTZ$@~RhWkb?BQmlQpKzWwGkdx>d`^O)qyiuQygCv#5CnU+Y$7h__F`>^zEzdB+ zxHxG>Q=_f}#r z?nVv7njaqY-0Viij>_Uwd1vp3)0EfAoA(~`W4SM2e5={*OOrAlW`LYKVsf%N#kOD@ zPda8V4%wBs#C%P9m>6A-P(Om`=cHUo%Jq^|IopWY2D~lLJ&N4YbmRKF0Xx?Bxj|D! zGm~2QjeNvp`5S1cq3Z0>t28@E#za0u@5ZcqekX}3$ibGDDljDa0&V`1snm@5mtf3& zq(h*#;K#$GgYM*&vdwbkqK9ISjt%jiuX26tNo4)l8YDmBW!b%}(TcOY-rZ-!7$$fX zO1~xyd=YZLVwOa#I+;urud0*1HPA2(q*8ubtAA;CACq2;VaziK{qBsHyf^&!`8e#I z$n-BWVaMT_mCvk*1XX&sJBT3JmN!|R?k(pul##-Z31R2)!@0r_)t&eKYo z-NuCS=Ul)^c#Kbu$@FX7h0vT7zr+-JMnbL~PS6UwJ=-1Otm?5@@cyDI**vMR6pD9=o9$Ka&HtKCz$ zU~p!pOpnwx{c%>bZ7H#2P6l6@uph2_r{@7rV(ZpDo=S@Bwpc8mg9wX51=<8E>1#7lr9p*jA$3bl_kt1nBNIEZ8-puWN zaZp9bj&07phY4O22F2*KWG7_rbfXQl@11x`bq|rJGceKZ3hN^d=)wcc7rcy*A4QWR z>7SQdqSC1ShvjUdse9iHknb{fO*c*@Y3Ypc=~}L3JM4Rc;0_*I7rIrg$oKV0Qt4-fqZs5|PU82=|=v5Tw%W+b^uX8 zuD|`R2qnJovlJ{6^_4qZvb~p?Pb!m)m%thc>`5Xv%KGg%M-nx#4d5C79$h5W3r$?i zZt(oG<2Cxn2m2*b9AtFRVHWe^U9Rz9UuLbe5Gmv=*{^Js*QR(Ch4|8z4`-4FLqe$} zja5ieEzWb3`no|TMh{(K0E^+@=Q9AdC>Eh2E}FRZ^dE_n^x6caNn5m`<8(wakdc`8 zCzKuT%oLpj@dRY?y6V_Wab}P!6j)g0I?B$CC<|^j$p>LRQhqk1>Q!D`|4w!1pI(q&7Bdb-n{ zJ|r8+^?kZ0qtjtM$n1i!d)(c^cNF`A@l>-(iPB(?h9Ls*uD1sEWbR0?LmFb3?>Wl<|WK{3u* zNo0+@d+Ykmp36PNCfnj=9!)a+)fv;_N8<%EUG-```!t16Ql;8$5Nk+bg|)~>uorvp zLJw^{PbFqD>2S-%yCowJnPgcO_?gthC~h3sV4_05$oQV|I%!lL>$s8qY%7_p{i&FG zld}CfZlI~~1Avqw0%KF8=iQ6`N(B!%^IzvtF|>}|!A{6fMoAbkJVwM0V6vUip~wR%cf!}K}Jms;63VNOyH70!|~fjg%PVA$D-h*Fqpd=$`UG9yw7CJ zC|kjpO6HRehUt4s`k4=Hk)bh*dD21Gw*+sUUnd=0Xpr&p_|j0HN=O;4#?zzAGMXwA z%R^)t^q`GIpWr)K*(~zn4c|+do5{!IWbUaohUJBPG+EC3a9V4#f~PD9(=QvEkaQ@I zS~X}pj7v4|-G%ZuU(tF`h00z|l%N8n9fDC*}eu6$=wBB!fI>XSl@Jn5R~9 zG-n7nLENQy;9qs-vNM8HGoy|5DZ;+4Vs?nP6rY5bqRI&HZhcQaymKaHt)FkYeo*&A zvM)^V_i%w!y}Z{agz9^af-y0Pw1}$vj)JwBuT2u%Jt}c21$BYL*6xWR>hDCm%Lj3| zT2i(iP9kXT7b#c1o*6#A-WC}O>{!&)m{AHx7nA?=OH`_-V@9#vs4_sOSXqHzuCZC{ zVvMZ{J5r+Q;*xMI`JCCL>cU3Oo!ueisz$)OiEPs0J5&gF*QsOMEo$Eib;A*r@tROX z5VEC)p}yg}=+JKoBO$VOh|b&EXFx5E=Ka7!R-7^(E7W$rD4rg9Ji9x=|HxtU?+dz= z>doRSF#B1X{F0{K<)bQ-n~A^%6}$PSCUbC@c!DY1ZrM9W4Pd*%O6RtOuf!Oa6ID=t ztSR2#Prw@GAt%%BuC}yy!;X(aF?L8{c4QTmJP}ucb?KVxDbJ6aygd@>XL3~3tTCx* zoNwi*WFt!z8S^|SELGJG1|keI&hi`Y>OCu(n9K>BS2{axVo1ee^hlfj%z|f?q}e!B!IPB`}jt}jhdI&5emvk#d$Wz%+-)< z8Cye$w^Imc^E|$c~}0-`pUQK2GF` zGXo*R;wG;&Lw*8t$>EmiO|kqt?Ygf&@BOHiP=uUk9tM(6(bQ8;V({XPZL9PELtAaBo|n zUX*j#m1w4A`v*UXjmSC=mM+uGmJ#pWHhM|sJIj@oIhhLk&Jr@qt;zcb=gqRd5PTS} z4%i}yUb%$yHo=TpEtsmLDZ5l&y-KRr``#%ChWtU$iowwP%CxDNaGspxC~iI7-i$D; z&Nh7S4nxdhV1)G~$qZ6o4#QXzj~cu!Qqq9g6-+EVVU}MWo}i`(H~*#Pd@UX_BG-=u zWLAUhwa)+59V#X+led<00;JJ*=3%?Z)bB*N^@fpdj`yaJl9S)9?&61%q7L%3}a3QV>Cqb)@jsPNUtdB~=C{%7>8amY-WT z4j5WFpLfIJGOPn(njtpt8r{~sB=d$wXYn9N&82xX8S8iRMD77u6E^S|J29n@g~%SB z8IKlOgk_!$^bdV1dOGitPk;k%IObWX{rhOmV$Rja#7-3WV4wgmL#09OjApcUHu4xU z)=19KBWX^U6#WZsvK_0Q&YLd)^_l{ z5oAbaT(@1cyz?6TdaJA7ZMTIf!VN1)8&h!wo)M6J!gA7(&;7O4Vs7?8MsgQ|H4oEK zb2$}Lzy`E_d+A7*GPAf*e9Ih>7h-f2T~aJMYBI>POHaEeydB9wc1Y4$_;>EBjN5Dr zumEaHNV`eBh0*c8qdY@z%whCkRXK+;rZyr+KN)@c`&Z#@zpa!BuXW~U%o5PLKu^ND5qr{PMjAE3AHsny=DVpjY1_F4YmY#a{obf0EwVzhL{rAH%G^@J4 zm$TPL)dq#`OxW*1@cbKj^+?qLr)wgnTpv@thEQJnEtPXNnA+#>{d}&SPtz)L_%FG_ zUS@ms>}YF(;#_*LtN9f+WUCa{vCQmqwS7)c_LigpilMA>s*ot?Z2HR@Q4`OD=k(|L zr>|UG+PD{1wdnGVwSk93N48G7>bkeXA(PJsDXl$M9k~Z~_uq^#>Go}VzTBZfXK3o^ z{hHsOHCbP~GPTd-CQ=mEQ$N?~**;$9s>mVE0wVkPqDzhxY2TF4&V8i$nH}g=z3jgg zdE;ljms?YmOacyaUTWrfkbpBLc;}Zu|2I?CAT49(qy1jx41{_eEdnpES|7jPx>RjQ zg=EO&jCM-QlvojWn;5ACnCZ0h71Bd4bV%w0vXl(D1M->9GeX6)>_$hlYxBHWVX`DM zCX8`;)ZLH2LRAj~nZ-OigChyq+zPgK^){fdfj6#5Bvg6D4mfi%Cc-m)rKH&SL0DAn z846G?*=lmCMMyPIFgm6Hr#^YFAurbl5i5uasoC)qOw*Gjy%Akg45We%hdoW^b7K_ zaDsF-ybj2GaX%fG>^^qI@i~N;o!}psT59L=+>AB*4ETb{=RAn7+X6G*$&KcGckmKr z(xYwhUJ|yUwJpj%mL6?e-;dwa}y^dqCd%z5CCN)a&Xg3`llbqgn?i2Nz0UG9Qz>(LW2oUq!_$t{1$Vfp;b zg4~Wyip}zTlhshTSvc$5gE)~LX(+*SwCO3tNrX2UzqOsd1*^3u;LJf{e!}yPpmVz! z>ueDv$oMw^$kNS-4|1=+F5|+beE{|iC;4zB8Gj5gfW!})X0l;72evRIb$75SW5b-P z({rSR)h)j>s6ZK5lztF$=L*!ilHq;hL<|P6;gZ16){ZYq%&AcEb zsS=#BI&9fVo8hqU=Hd~6I^d_w(0_a?(xmq(dYQ6ETgVmt@Vx~kThiKMd~xb8J?O2y z9sTZ9<&J9)(uV*mE%Zu&iXA`@217DNU;NlSKxc%HZv)0bYp!069 z9q4}{Ai7>7@!SDocWM3^0!Mz1gbt#PAoFVHyQ8GcWhM~?ljQMN&DYbue3)hd>3TND zB82Km$XsrI}J{rH0s_d>O1LU%%8)MHmvdB^N)gTv+@;@ECN4|(JB()X<;$ojymtW(1H+-9dJTUu<4s#~RS0U2oC$mad)Pb%3_{OVn|LEOyVN+T_nVqo7GEyGJf98CupDBsFIHl!lp;_L%n+w0 zIBv$kW&*K<1TvRybQt-;fwTt)5KRMrlg%}fpNjh7eOX3??a&CpSxGjDZ#nB)^8sW)Un=N4VH=03qD)l+4#Fhmi=78+xMJU^ z4fflMoz5tE1}M?(6yFS5(@Rz(L*@FK!bl!eg25>cWBcoJBYz zLdaN<9`JbI(cod2*V;NBVUpMFcw?dg{!PcDpY%0|i#AL{VDf|wiRB?q(be!+YlVIy z8_zi#ec9R!7iE_`o}?XQTsWbHkF~Gd9Ggu%*r`a(pX%f+e5W6lyc#rfrk8eK2%kcH zHo=Rrl4`}v=pD(cF@A~BHw8tJYuL}jE3I<^Hm>l4u%1012_-*^iGxNF4{B_j0%Z8l zG2RxeM&V&0(g&{0oL z2GXWhijz!3Hh+4dt^pe}MX9bc~~G9SIfRP$ldkk#zuyal=%JLOz5K7{2)C^ZMOj9Wnm z^PIG$sve50i8{4Lh))v2yN0$km=j2c1kFuk`JTIr^{k20)kk^yt7tYH-JAK}4|>oE z{$qzn3dy_jzRn#70Ga@cVG2dFlhXE~?}YiY1hq2oXKhHDkOwQ+zyyZF4IvAxtxNc` zY9jZ~P&a5O@r-N;HjbEu1o&~p_I4>`)5L-S`~lJRm5jpieOqJ?JC&K_W~>3}DY#(S zl4-dU$F;y%)%U*9U!=h3AsgT~k@_^m3c8y|FTJn0`$w}$s4398hw(oGzsVW%B#X8r|fi87DS});h;pssZ;Y`h^(7gMKTOx2ZP9FReQ8ba^{%+ z1anRC&Q$|?)&$keYGPZFZ7Wz=@I;&DvzNla82!1I-2A& z)CXF>mIv&F5vHEgoW4I?z*rE7;_tz1C6NebyoPhrl{_dP!geFXbB|aC3)eYsiN#lG zoVpmwcwm`dZH573NJ}e! ziALKFLdMR*W*3;UAs5A#V;hL5ze?47wAkp?C9%C&*PIYFwN%A6rQ+MX=sz**Y33cv zO9h&_fsRg?HrMa`eI(l*&-dRavD|WXe_8y8XjPghyMIq1KtUwa)Y*ezi8-pTUyvEq z`gM_STefF!dr`Tx^z3qBsgL310)t>=f0|TPOnfO=3=(6a+9Wr?;!E;=$7XKcK<1Mm z!Y&m5!nf#q1mu^pq@C==cG9x!z_aO$0jtCTpXh_evwXW;oyA1ZM_BgmTt;qfW~S!5 zYZoy&9+PYc23b$$96ET2IUq#DtQkij><6i~A65NCbc6p@twO4luVT$76-ZJ_dL*(Z zA{{`E-Jo63yM8Qc1J!Zskjv)p)388X`4H64x0WSlMaf31zrPx5MM2iZh{X@Llv>5M z^9;WmF>TDtbvvo8Hmd4DOJtc00ZNCHA%_``U1rl@1%6JA5+1d3rY>1!FZm8P{U(Pe z&cg|x4Ac+T?DN41fB4D76O-`*O;i2f(UUSIuOCU5fF!$~{;zo?tnG`o{j|!*Za2s5 z*1k3URyQvyM};blQ5omx{qDypt+bqzySrv)U~L;#Ry`AJeTH|Y6hIlNxvk#1;)H@X zW+Op%G9pIftF^P7KO8!+w>||3t8vy95LPpOCTIz5e3b{TAqcv<^R9Ul)a8e}jL|Ls zD`NVvU4}QgUZ6E{Y!a642MR5%a`3ZhLhdAAk88Jfp1*jc4hD58msNCBr%O*|r$8NH zBC&lg>Z~!(MZYBW4S`=#v=PPxgZB>b?;{a)epKChx;tmCBtMb-y32Mw^4H()kk!$l z*S`lqwgga{hgl(&goS4Og56F*v=qK_LR#6T*5c>KPBi>t;;MW_-b@y;-1e32g7U?R ztW!j6Kv9ZTi)V!`q7z?NNOY>uWdozr?w+e`+cRdi$T6FBat4-Gqs_w3lbooU8(5B< z6Xi@-e4;}qC(7y#)Zl52qnT>1%+1psLgE}mUYKYm_H<~u(l*kgAd9{5DE+N;P9Ls^ zav2lujV5{vO58j8aB$MB`2si78%=lB8HM*r3>Lo_X8Nq<;TezeC<3htwu2Pc5t2!m zEyPvIV!Kv%RJ(tUK~=@J&#3@TLbjS!}0!48z+rX{ra z4>og3uG!rYR6KEsBF_2ni4ZZwDIz6apNTaK;@|vCV)k5CFV`n^Ifuj;H_^LF5qYcS z;g^tAgJyd}N4B!NV#paKG00-BCTcj$2cg-KkSOGCRU76*LVpm1M>;smITs$8Ic%+X zeiZQ2wDN6FixVV^GDibvYemE9-C)hdD?(n~)?@3;csebWt7BBK`7#WUL~9{!_Qmn**PST7 zHdBY#B7`78dLeD7_BgIjrJP>&KmC$n@%fxT`%_2Ar#_M;t& z$c=ior}dwP71nngBUrmNM)Bsd1}%59YN!4x{okPhjtl>(7-o)c_N9Q}#oqU1IJd#D zkz}8w8RW)u{AL)1Vu~*(8qdkamYhP1#Dp6=_zp6bmz{$P#saG zF)2K?U<>-#>zQN{9elgm{HDJ?l@Zlu^mVGwG7x&_0DXNkOO8W-4?^!F`7)wtchB-Q zeH(hyA3HRDz@O28@tG{TeJpMl6IY!lP%-0OwWX=VGQ~NxdcuxgacGn{;^%>|r0RPk z5T1Z^JGoX?BSZDuI`)hf#Itf7CoI;R74HfDir3t+NTfLk%o!%p*QNVih*gH7Xuqc; zi#iYklIeG6vcv7hDhpl@=f!e!c>t}4H7s*<*?u?g-(riYw3llQ(mDVBvvk}`aOWeSqq(%BSIHtv zIfZ!fJ0K|^;*<6!rtbJ?a@&6-MSZx$obEK5?f#vuL`Ao=9kDrcXvU=ORlj!RbT#xF z;U#d_SUE=|eKNMr#IX_y~Yv_6tT{cW63xr!yLB^4dmsA*gQzY84RKi zikr6HzA)864c2c_uwVw`BUVyoQ+^gODk0W!8>oRbTV9lVRj$ET8{(KcV7l7q-OQiZ zw$F;im8M8Jl2)Uh?*svjV$@^@a2V;)DV(t?`P7H3FjbXSBnxuIBACef6AzXxuYW1u(D}u*Nv(Rn7`5U>x(PB+d!3Mq~ zYcsbagPsJ9U1|oDOuz^WWLny}Tm7)raX5iN&E0zg)vzRtCcUEh zo#LVO-JEZZY+6%wD2Bt7v_bCC)_7{goNZKMvlQFBuO@ap$^}ppRXtk%&vk0Fi=N@` zrpFIj_(v)Go6a6>V1*0Bk~QgA~qIJiCPBUG8$cj*$7rZ`N!l2VwX z0|zrwd;V|+oB_VI7O={=(V-$!n zle$>JU{u=HkuvOZ>R< zX>~Jahwk7`r96h9&@gjtHCPFkJyxyLycuWZ3C(Q&YA0DfTqnkr(w7^|%G#kfK<9>2 zdXI_-hyfzHlN@z=5)rLwB*&ai6nf0*pyx!0acn$0HtDso8b}TCjZ!jXWvZ+da1k00v^tL1X2{z@S?Xj0f&ch2mb!d30s0+6^i=H*;(Qrv7C-z-Dd#5H_ zqEIsUP{H5S#iD{N^hZ1uT6vT3cYAI>^^)Tra# z%L5tPgqX@|ym656hW%7F#PPJ_p4@_qL<0|sHn6zE+Fhvm?g5b2NSXAWW4>MnA4RcY zsHsWy1YxKD02Cj{zu4Om=Mx%*c?P~a@@7pAhM^l|*1tDARgUv#?0j>O^?BN>)e=-R zAT8Yf*CpnQ63aI9(p(c_ls2A6*{nGa3wv{*EiROlZ>=sEhAPkgm*kc6Lj!l|lG@LY zgJGX!$yfr?trnL_?G?3BZVl}=W$uZbP6~6Tw4(e-JLFd6sO{wBPEt7BW4xBZZqRkT zL}6|@xl-V_p1n6C$YcK!Kl^$`+MZt-y`YV0O(>=ryrUO9sMOPtXv#FOJ%k(edX$Tk z752k7sIQscIE;SS644L-p|XUka%lakiae)-$q5xV&Xx&B(It_^#1wzYjPee;+F{Lt zg9r@iwhLnNM<$=xf?yUmL(`{6L8)jiLuH|kvyo^uyS&3Mga z9G;IRq}gUTQa@8>ldL;|bX`f1$NO9HMabVQi*mcJo!@_RSAu%<#%zFrH1-fg#NF zK^)11@bb1aKtq|`lK7r>8z;}`5Vyq$=NNn^`As<=S(-N6=F7JV=0k7RnuBdigtz)h zJuEU0D)=4f0qwRMf3k>wD?Ne($8Wkku$)T2>5bL%)?qod4+Snq2DKv5lU|Q~CgB+O z0wOF()QRD=6h%Adbwsf~977(empDOFBw;e%*3utVLXTWgWw;_=zuFwGcxQNZhe7b& z1bi;nxK@UPh_U2)Pm^TFlf79(aMY5Y_}A7=8D|Z75w%SSYnzb>!_hN_{nc!e9f)W~ zZUAGuW~1zLQ@$g=i_Kh`z2T%4tt9L&uxSEI560o0`Wri-Cvie6n&B;X)M}w?ExlD zsY;8_+PZ+UK}wnYZg$jQvu~v&#q@ild%T9QLxR^fyRC`OZuj$Y95Z1=_`BW&J9X$_ zA)+X2F@+pJ(BF)ik$K%f-oqGCl=EgG37V=R zfiF(sTwW)yxzD)o=gI_r6t>Z@%uEH$l%uJIe?lr%$inNO(Eu{*7EgWwbSc7^U%!1Z z+ujo>v_!%-Hnpt?o-`v43VR3IbT%)T`dnlcw}-8Fd8t-K00~kIQ_V8jY(H-c3}VOj zSq;tH%i!uhOKR8&z0c-O{RYFX(LZ*iK1w;Y!;;O=>g@fyl5fVrj;&mFZ&|VjlD6G5 z;24llZNw-F3c7G(pOjo!vBm5LW$gS)L9kSYRRa2?J+=NQ3BJK)$Y^vZhT^SEDspbT z64HG*F=i?gy8v@0#vRRm5Dq%wkLKWcsU;$!TJDSDc4xpB2P)dfyfBFn=w5?!vG<#t zGxeRY^!g6=_v`P39cc{n4Ix~E5Srm z;wA8gp+3-lXtMi4U=({YYPT{+JS3gC(FojqzKexLiZC zr<|1h8eOdss@bxQ>Q}q7(JnM$h+xmnN#o$xC4*qUBcT|?YI=(3rcjF~UxCGC(>q{# zRg|+B9Tgqzu91jBvq)ws$k3Tgd{Q12z&5XIbUL^LKmgQsl5~XDtgWX!8ALf`m zrmkfDM|W0N7n(9ILG--J*6eeR-_Md&_!0 zq(F|kpuBlU1Rrf#V+EEUt?u+68_ptV>k5WcZ{n1maG(_tp%A2c*s3z=KtaD-I688k)7T59L1V|%p_6Qod3Yismch+NeAFgMP%)NZ>zTI ze(cbaNWTCdX54llCg~+|943&2+(n*beugiSC!57$0!a(9#Ud9K$mXcT{lD2^@$XZK z1383>Nl!U_(RpO$x>XAnPVjDjUA0FHk%sk#tW$;ftPG^6df8tOk*9p5zBU%W+xS(K6T75-m(od+F{tk!o#%Lh=*Yjn3TF{ zQ*d?Vb75r9o{f?`)xpDok3J$;2hR+K-d$IS=QxvQ z^msr%7+BX(Tp-%<{!&V!Sld*E6d|cf;@}RiC6Z;m|B*HT#0xJXGXlpNJG0gU={Q zsv6xs#+bbVG~%AXc+I4W7rR=WZL0;wf>ynDsD1nuRIG`kR+Hijh#fPTf^ANacUWD! zMIf&^hD2P?C*rS`Cj_sS50Xqif{9?|QKI-emQgJ>6C+pr9SzmxOw2xTh1Wo8KGwFENXmOeYu=<>)LeY!w zMohEP>^)Gpo8NfbEgnawO#PPH8SP~h zft;~aJ}A|+`#3X`-rPC+m@?YTpoa?rlZF1lJBU4@4Ek@0X=lN~B2p%vq5llG_|8>m z(|Lkb#fRwculusQNnjF=Gya$grVe%zsQ54unPmuU0VW+JJB8rlnNz?Qlzy8GLAyec z8*Rbf64HHjUnC@b%L%@XQTZVfqa>(GV!T4>ITKHGvf)Kth1{O5<>sC&r_(7EwW_u9 zuK%)Wz$JV6td3(HeJ6d#%7+(@m=N$i51ZTHD4psfVL<{1+LiN=`IJljAX7Fdc;9j| zwH$m5HO6mk1)=AV0zV9)$n1GmK49}s{>_<1c3_Uk2eUA&js+H8ias)|ZayOWP`sEG zdU17d093MaX*_sAPE_0*=9Dwv{+epbP@A6Uez%{w+Bae1O=k2Vm0~o1R8Gu^+@y7m79No!+0a=Ip#b7`}w2!%+Jy99${!G~ zAsO7q2sMDU+^#%k_r%9TH3M4XEY&aYhy!$|4p_B!XE&1Ze?bceAKo=(y)T(B;VwR@ z&}Sl*{~q*01(CvWVz<#M^?25A2N>CBbMUOIz-2WioL0q-MoM0Da<_C$tJX|dS<_|* zi)*K_WUu3icB$11LN^Nzcz=We^%*@k@1iS|ctv#JBWEXpUXns~G>ujQ=r@l$F>gWg z&8@cEv6M3pz1?NLnGlPxR1Cht)h?QUqXKi(#Ac}8zu%geBHKt3)bzx zv-0m}-^iSMK9)ECABw&i^x=L#deXb8T{oGg*`raU&%wVB$%OB0omOqWsS4V!X8iq% zl6e7Ei9@!k)h=sk^7*`PiQ=( zy}edtCagt@y?%uvay;-+vBtJeC(*)DQ-_3FW+G>{s3et!UPKIbeQsa=yFDws`nxyw zy)pBOJ9drg(5{g8YbexhqG_f=j0pU|K?5(5q=V)fjit(rgugehD$At0EKUN_oC|r> z*x?Ak_NoX_V^atc8ccp$e}GAFSR^XYRADaNA^nL*(kbE%&M&ocxxX2V^8DO%);mjG z9;Lde45aX@`E^ghhKtmJI(AVFH@`x8I(5y4KgMzF_}Xj+Px>qk4HhfE_MTDi9O} zF_y&oeZXO8mNB&|z-#0kn+(7%PFhx+?R<52QndqoJh$XOP1tBg$M1^ucdC6m2xOzV zdXm&K8;q0rVqou<_(XKqPm*>E34Le#7_U{$VBJ=f`XSI7Yfkc@nJjbu0o6Os!H_cJ zDba?rl$aC-yfw*Vw|88`vXpW(b~p?f3`yW&%E7`TmDv5fDMcL+OAucx)(rViiWe?k zA#oG%c-0b*i1Hv7jf~v83zlG9RszHXI(4h-s7(Ta5q%rU1IgS)O?Q}lG9|*1z=)|R z#%~tNiK&{J#SAoV3kdW@>=p{UpJsB>6m3rdXjP=c1z#!XmC)L!dJt+1)LhyJ`4bEf+S)`(werk15W(6_U8l%I3 zB=b*ULG`@-*`-z?er4hCt7-2lHR5{x{02nh#kV%Xa;{ye6N$z0E0hKuy!c)9Qh`5B z)X%My^Cvxn3YDBzE_CNN^H6Imw#qn7)n42j=k@n$J+wv$XGL%!^cKpdwOBUu$?hbT zwzm&I{gz}*M$?%4&FiKQX}(VomD;+{bHx{)$`Qr(z$HoLHFu3?OadN%jEodW$^EMm zdPE@+7GiReUJTKWYiV&zWQ&Nf_c>PwJZ%=f)rfgCTZ(-`OI;d5Vb5Im53qTdxCH|( zQd=SI*~G7wTi141f{(;187HLuc2HgT(Nr&N#PKVFh1YlY08-EEQ82t!G_X(eJT|Ih zp`8N@`avGiRKg-6qF&>yZ)~NTv^Z$hS)>+0=L>#yA05i$%si`#HSX}fVH1nq(3VFP z^e!#>pW5H-n*(-~53*WAD4E_~doNsZ*pI0te}GFma~E|dwl*T4!HxTvHIPN8H{(7s z=))0vc4Bjl^?c1%>amqONC@)s*Ny)C2AH7t%Se6@p{TkOE#2LG))}^;%6jJ-h8el1 zeH8d(WwmyLzG-w?QhjF@Tro($Bjd7SXBV?8dEsW?os9Mz08XZ?W71}=MFu(j zEuB3}B=*wSv@JawIHIY5P%uQ@@C7D7-i3z({nuGz?jXFaFROp+R@?PpSBw`OGn3<3NQs-0G(JW7h+?-nu3ezTN%)QI_~xGms24w2Df9ac&!wi$IM}VZ;Q@?t9bJGBO9XIGc7!d-$4nc)w?9Uk;8NXhUOG6A@ zt1jE-J9t)<<-dt8LFLDeYq-U*Oq~0!IbW6ipOhGz5A(lTUV8kxXljMP91`W~($o6o zgZxUz)A;96^gMz5yJ1d_idyg+Rw4EgWtJC9{c!5Z{9Tzg*)dwQF1U?{t2u(t#4yE* zy*!5a_SlimY3s>Hfl^x^qtlELFKE_L7wMU61j$IJ_6d{M;!PU}cs@vFv`6736Y+qW-}lh{ndD!mB+`wV&yYA;>gW+f z3NWCew_Jo)dJhW}Ir8GM_=Sq@KQ}V1xQW( zd?vn;(u5)Vo-<4%ftX^yV}f22Pf_rH{HF;d`L^5a8Vkz(J?JSxsm+XPv<1UVOq6Iu z@jJgpM=g(IV!|EYX9vcdAXRiSLdE-u&RoILIp@@|-ofQ}rj=)k`qCQVv|V z%}6_bA+n`;UJD_d+eeeI_--WI%2-wg3&-}A>F35Y20&|S6Dh;a?rO5hAK6svp3)Ve zbg_BKa~ZvGIR&BPnxETk7x4%;pwNx$nuVXlpD+lMQWmwHe``)VMyrQ{W(C2e1=*ya zuVY3yBp5b7$$5Nc7|-FYqY10T@g<>5&c~OmQG$t>vWCGWi~BIDlNA2!UxvO&r)rdK zY^=A{7Ir6u4Z&X&vPfnbY#3M(BTXc}+4%3lu?D|mN8g;^cIUH2zL}?mnTW9I8W8P{ z+&kV=*9ug#@=4KNvlVtJ@Pgg4n6yHA@xo=IaMJ1+EC}aoF3d6QDCLbXU02ov_bNkR z>*1hp>7lBXDLghl&6QXE_gA#UBF`5pdMv?VL=cC}Sapr?EWWCUY4PLT3jemFG+`gz zP=jX+@J|{!dxriO!A7&u09J#NYTEukNTg}nl-Zo5_CjsecIi;(M(;Ek-~OE^+R*aW z82Rxs2^Q3`EogjJIOy2FB#XOiJqeCpA#%LD{!DFDUSQxk->HapAe4C{_WB47--51* zM-S7||Eg!s++WdTbVA>!1e=PZI z1Eu-+=1ThVLxoH-Jy}XHx;nAk5&_e#aBd+5dnhA2BMQu~w?D^hE}tBx8_KfshiU#K zUHMe-pzw<1*gbdO8c^P!F20xrg>D85%_%ZWWW$lz6wiCiQ{>sFhBVy3W z?;qhF6|*maAcetT;uTsPMMzj{rAz`nnoCP_t!*+d&89?${&h(m$(EPXq^0eNH)bL` zzVe-PqhX@O%S58E>K#PT`4u!lUd_YES1YKwX-3ApB&nxg?J%edrGG@--0UoW=4XQ# z>&D}^qghb1U)h|Sx|#v~vY9N{rL^^b(R>#?D%K<)myUxNRVJB zB4eqobxP)9-fkg{D$(1$|ChMemVF}R9kCi24#!YrInJS(OOVXpdS zeZBg`ga^~&tp_iV2?@wJ+(PhNt{y{pK4a|4WzJ^Km$_0bS5=0uQrD-VL$-q4cnKD0 zn6Ja;j>L-y6?RPMeQw2pvI;RW2n+@EcInaJ_m7ymt{8B7^MRzhNix3uux8FG%qY7z zzN&Vg5rcNfR|ONU8>@X+?e&-L=&&rCWT>w{hMx`LEgAkAwuaSvK0a(FkI4GW$TY)~j@dSUa(EKwvm)iU|3n&IBRgB&Vn5Eh_RO2H=a8jwKEpK_8FG;uO-&bu zrV({7fLa{LY3wW8Yf2PEYsfSO!ydmlQ89bm7i@w(&OpH@|LsT*)ly$Kl1Y#MP;Gc!hKf3Tga3TP2+%>M<;_%`+rZl4nVuZERbv_wQNIrjZc02A8 z>Vl@=kg!k_=ao<^h&I1jAWg0sHBZKxdgfvCC-#U8(!`i@3)kd2`yB|XITHBB-upJ$ z{dp)5dr)Uuk$Wq;O}^liNGoNSC=cOd#fUYKXm;cE6`}V>(fb4B9Me?U()1F!ClD~8 zT5B|hEc8M|E#@&&F!w@e&GPP%vC2i8fBe343l5uViN%sHnvz5W`K-AOjd%O|xzh0t zI0}|DL44jVr}_QetcT@m3-qrq#2sq=Z2=E#MWQIl2+i1JZB7i=m@6dAK5pfBQBg8h zg<7pLd-Qf(&*EFH-M6$7^_l7>XhX}?dQXX(7)4*1lsf-P#{@Qh=K2t=j?c}t_RYAg znU!_KCE`1Fyw8UrbZau56*Nt0%L|{6bq^7R8Z)m}^>ur(;yZMq1mB4$UkeF8u{sDC zmOdq*LvUZg@`IRVs*t(iXj3ctJW`Kel|#NH6Pgolk?EV+F&E;Vn`%*RlsAX;saVu+ zySD~X+T_Y<{l1?1g$h*En-pUfbcVRf?9MKULR9SQ)9JZ)qabj|EB0^Ityg*!E?5C^`Oc|a)@qIe{SMWrTlnDb{d%>Yfzj5_nN)q_XO0hzv2OrBr?@RrUeLA5(&ci?5SsG*8a4rGZXik~b`%^8w8V>ovxA`e-!d z4h7a^a#`(w*2E5IjL2Y1Vh4n+ZBZhX%^jV7CU&#>JC&(rGuyFDjpjM~wO5qx$o$Rf z3sO>zvY4)7*F*L2^Wf|fkx@JI$~DRWY-XOiJjKLl4*|=sjZRaf&-qEXzK^c-ot3aU z@+Ew!6KFCi@X0y(>W$~-y+~W{Ps~Dls4qX{!)V4iso@n^kJH=$34cC;9L`fMyFVvpjtgl@W1uPRl!4!KmV_ZNmzZ=iY= zbToeWmyxaw+-ATZ%IaioL|3fn|gYfUQ zMqwkjZvseoCsMO|ea!}Tn-lkCdz{qjF_W2AhY3~4BhFf@`q<;ShXrDegCm*p?`@H@m$1qXZF#;)l6_$iFn1C%O zJ~7_2Q{^kh`-9>Ll*`TchRFbQTe_KizJM;(MJ3alEFbg3;$ZV^mawuPk_~oxXOL{W^ML@d0=w_$3TZr{9!(xl` z)Xgniex@u8cdKK?dS^^aF|=*O9*lm164i}+I$&uA^TfS~Tf>mOd|fQ{@I#S7xR%WD-N$03 z+|A^9;-D8D2>a|^Nhx~nVUnj)8Dai{s8=l;0?T?s4(_;b}kcO#-KC@)ts&U zo8U`3BhHf$E+^z7TP`(uicgO=Ua@AWJ#G30WS(5FbP{q#=SJa~z|ioMk5d2RFE$>z z@S+i*n>7ko{1)iui0G$K>fJ8Kr{qO5%!Vg!$*-1~6-u5pj4*V_EXaeOiB)4G#l2Sh zZn@R4<(XLLR1H~cVT8>kbL5tsB?7EZL}pbIfc26dkZp|4`JtsWH0JN}Mj62elU;B6 zZf4H*xg`jy7;hwD5=RJKlsgGNhHR*?s~c-a;T}B=X0!WfF7)pIXAw!CeLOnegzS82 zwuyghPA&jPHCkR$q2pg}bIl;EB}v5X!YQ{9aSIPq<{1g4i{3wCXUTQBZrVFALlqn~ zSg_Ad#Oe_RNGB2}brhb_v2a5`YW&gS2(RUTYQp|NIFcW}FT|S)aajwh(Y`l)|5XJf z-LbFvgn324$!Lxm8cvij4;+YFL=~S@4I3rQ&qgDV&jrb=JTro$CIrUtUcV!eP798( zMXgkUbI9OHbtkd$R>$_~bR_;Ct?XXSAi3QTHm~2&9fFY?>pN z2NeV(dCf{-Bw+{%VfRrVpKi9V%Ey-YjGs|UY>4-uw3mrXNKHCv#VTkcaPCQ=gH*Cv+S%MKb;@3$$p6 zun2f-I>aPg0wN!wn{6g4E$CodQ@mhnJFpeXZ|?(Mk=x+E&*1jsgtc-T{PXiaIXuRP zp;HjR^f+tkKxBS6N-TVv*O7IDiY^#%0u_oo*>h@?p@0zydUm-btPFn{Q)ddz2{s8h zwPxne5!tpfGQW=vpD8XnOimUt^h-~pS2B8M9!zh;*(aV{;4Mn_T`4^|1#^OntGk(J zj&Riu`(&8mb~+A^YWXx%K^aW+uu*dDKvC~+*)E5$_1=sYN&h>R)5O=z`ZeQ8YB?b5&Ar?R^VN1 zd!I&3H=hM_%YTlTwi#nvLeH$RP9?wz50+b0I83=jbLJ#UU?M>Jk_*8(>f&tc%%V0l zfjK1PjmGr*o(avVV+6FZGSoBvx*FqnPi@wdB*i`|1%E_zCNP?%zwqS}~5-o>*xp~JMRs>W*_=^-OhB6X}g`jw# zfy{2)v=4?dxRKtWRQ{+TN1zE^s4y^Y=7TSRpAm^K+DezRz-;k+XX@eeZzz~DlS(;7 ze17|?__d^cI?MqxV+RcoE_^y;A!$a zVNG?{QLA|Zr|Cs8DkR!hzH{Bk*M#qOKr?R;)SR8H2T4tn&l zc6dxV${&n9lG4GLgi;bhu$_1r_D~&1uh!T9TI-zjHuuB7G~Tw)kZw?Qn%t^pI#6xo zPtAeXW<6j54>Q)Zr1%aE9JEMgx#%*_L?Y`F860|baHDe{|0cQ~KM;3VJCGA4>QTR3 z^Pi7@FEVB^AW(;}RGWWvjkFR*u?NvOV^nX6I8w;|*rG~H3-wh_{P=U}Ydt(wYSqJ9 zG_1!rlqTnyeio;jY2D8Jw0r@Mm$3?UPQ@qf{I<~!^|9aa0+(ujWHEJzC^5<8iPB21 zk#Nh}J#p(6;~k)LeT^hM2iJ1U(n`2Q_sWq3JG`!5OLRbF%*R;FzbAQ`T`jlNJA}3O zbAlDzFPkD1x;(RXVS}lC=+pE%k(-!@Ys7=(UkK}< zxF=ReuqSw2GS7tM;|gR%Eql53&|eHjT`qDeJFWS`6c}?cmIg%KlA%bjA;IL;STYivFFm zw>kx29m#F01PG0$&3~9V)n9%*iXO8eo^v>y(0{Nmk7vGw6?pJ8Bb%O&+jSCiuFVgPCeaJiu+;6&x~?(V5p!^6$%N39QxqHZer5i7IM#kJrcahl z))BGu!d()h(SMOG9HlOdAibknu|Uw8kOS}iAfPh=0$P|$oB)7UtC)PByssCIDKG+!ELo8vnX{8OG2V6)Gavd)^oI(J^vEobo z_={juB7)~m(vje{O$@(S-rVYvIc%uf#Q)ZX%iZ{}!Y+-5+03~x$;jTge}3?@l5DL- z3d^Gy(`!ai(~F+)0?Y)ojh;Apw7k`8SgFG1cC1?sx>_9TsyHF2=YGu&V~j*zQxGd* z?0Fhxj~N!IEZRZxu~!vQ9jPt=M@}l*6BVuMbG#$yADr<5izQ4 z-gf}I;&3SwVwSR<_u9j>n}RU5t3tp+*oXw}Lz-i&LNnW+$M7J{tY;AE+!`!9x>=&s z&@7U!sy#8UUET*ff^;RVw$DCE0y@SGpyGz`SrA^;Twyi zt=pIS+E@rdq8WHRMvKf{)Ci#rosAsh?KoNtLwV-u)0vT(n0tJ#PJ-^EQm-1S$kZIl zY%+-+<;P#7Al?8b{doc8j`SJg_MDJJW0qu|6$v$PsuZ3Q4pW_;)P`{TBwaR1&8*#E z)Z-Vu5=@!4JqYugOtvtco@&+3B8goPyB+FdL;KmX}NVc`Ofh zF{M8jB`Mq3A0|mnz@$>k09T2bKFIpE$uQiApeX~2%-uW+Ds2zk-KX~jut=+i3)A~n zlHS+MmSeAERSoO)=7YsC1+Bt=H|Px5CO z<3C%yzi;N*3Tjgk#2JU4xSXG+5QDtO4>Vwzq2g>fJt(5C{gif@kUG^oj&wAgNa(6E z>JCz-^kppd=;AJ}%j3N#3$9*`c;XX}M#-h^oX!Y#!fc52-t#pu0LQS@TAk?yj`q?w zr*J+tBLwVSFH_qLkW;wLmc4^i{TZCh%($M7MS!nSS_a7nZAWZgh`gdc+1Gj{k8`OB zjK$hnN>#_C+$;+Ml``$k%#Cq*vWvjFXs&bGvqiTmj8guD!Q{>S(GtWi)ML~$l96Fpe;I0$m6r6a?m{dcYWr>%)M46^>C+}0N?Grfg9^N-(DcIwux zdf#&-W`vSx_HhT*DqhCcgr^GF5SyQCe`~`++v>mb?)YcN+c@aSXIouF?6=^2sl2r2@8nGQ?*DYY zyIfF%3FEeA#QGAp{DKDHkoG42aPb{^Z<2X-iq`ZjvMbq9LdcF(`I(3|u`3en%q5YY zd^E4O(ewaIej3}bC7QKol2WgW3*jA{_w^`}>}~T(EYX^J0Wu0slI>740$b$IF0-}6 zVfV^_+Z(ZSjek-u8X+lSu`hMbI5ToJk3cI7VB?`tXHe(0BC5xdEF_`J%~<Qfv^B zA{fQZX1zoyv0-w7SLH-bQ3)b8h2zXA6*>Wh2}UQWv?wvIzpWnG#3CG5lz4fF4GXv5 z+{IdKKDt0`R1f(?CbBkzDVJe{a0V(lr&lEH*D^P>tkCcF2$c0YM;hz>f8c=oiU4r1 zW*@vRIng2sPQd5d1a?KPLqN61-#|C@8oeR_LNEz3!}xkF#`k=WyI7d0?^`?PLyBf6 zV+6dO#!e&bKqbcB4rZOTe9@t`_$azuo~BuPH2Ex48Oj}PYaS}uU_Hj@a`zikmtl*Y zdipBl+wV%NeB7M!(N-iYlJkUG9$vTuDUU&o5sHPojzb1P=CKI1#+J(@W1o{bU)b}B zbEo~OT2eUxkX#9|l}CNLuITb%fuRT8KhyDzeFpK)*`kpq94J+{bgQF@L4DUXw>cb? z0=99?0hX~DH||-qgGBqs)S$u>@}94xUV4*W`~z`r(NwJWmWgp4zl?Vhd(oSftT3cEf_iP66vb+ZhT(Sn5k_5p zSf<_sMNjsmBSist{g7>HR{b@$Nv7g4CsFlgq-)3SY?S9%`vWL1;1O zB8?GRGtc*8tuO-@h9!)rI&MgSyhZxJ)^luVmwvnkPMISzV^0Pybpp|3%a#@`aE7t& zLzd&2tJ&!F=e^lvVaQ8rF5Wp<^Il+bKH{g0?Pk#jfm@HRoj`g{xFgH6f`j*BK&7BsuMA zl9=!YvyxO38gxk--LuzV_3|kEjwE1_5xeRX2W;!a&xEvicq8ShGw~>A75+|x78#(7a<9%O$^~ z>$!Oh&BX(EO2w_`n^9+d4Tp01DQ)AdG?Q~58!ml(P{S{4JK(N$k}>sOElF;h6mg{3 zQ=|=mi>nlW-xQQgqfd;a>sepC_8qbJZDi~0VNCl?8J=y;8mqlMEsp-AOpOBg^ zRo=k_Z$iG2lp=4blp61R^4Bel4gmtF{Ygq%WOhVz+>jb{)4z9mrvdxY{3! zgzGfi`OgDt`d#5Snp(%t_v<@H0b?VJt1yRTXL5~LL#t* zGJ#I1+LDnROB32haj|uzC2&<@F=^b!Hu)@0xc1_%aF3_K_^@$1>YG-ONVb%aw%GvR=E;mT ze|MR18W<)%siY{d$ay<=hCxlbu;tfKpUZ7K0!9ne_;?FTlL`+R?@ai_xN=&OKH>m{ zI45tGgG5`VmtI7#mx2{kopkYekKBr`+331ihLtpZWfoCNOqk)Bfo2vq2;IUXRVL-o& zwaLZx@((GiJKtn%fIVndWUKY<-?PnC_2SIQ_5Wpgnyv{6^VdQ~8dI2V{pHA+@YJs4 zA<@sY>1(oEJrhSIFj>s6pa zi`N73-Lr@lHZSO;Q9@P7Wt*H-_*p$J@y`e5k}f#xJVkDB&!lxa`A;OFOn*FP9quu6 zE`TyPT9-t|hGxS5`$c_{EJ+{4-O>%lx6@{uZGem|KuHIu6NDj(b5yCVZpyl$6GaRF zlEzUV`DQO%N!Icgt{x(t-w4@Q(pfAetnYIdu9YEH)$64a@!;pK9IyR*GQ>T-u!A7O z8{t@TC&+MtkRQhcE?i{v-I%}=m9S&`G4kmaU;nC2URMH8z@!MG9oIAe_p>7{QUM9GcS@_ihIz0 zD1v7viEsIG0pU2FHRI4>FI`D8E@+k3{#gV?-=NsCUPvk$uiE z5j?d2h?*;zF?85G>Ff^~Ej(v5_+;b^$%I}{9ub>}qwogYF#YP2Fz{Q;I*fC30}QO< zB}D1eAs&9*m<8)LtI)#Z2UvNZH^6ET_wM?^9a0NzxRc-HY{>bvPXvAtIn{HdNMh@ zHoFya{g9-H{{~9`5|@pgI`?6+F)-2rvT=u97#EbuL>ry#J2YY@+#ra2F#f8sGmZa6 zupl5?P8)Y8A`6)la}5}D^&sh7&j@Sg+}Owu6HDDL^#e~!Qse_R?a9T%<>ZHjhQC;P zB@9by2FkrVn8h6<_Q`O}bX8z@IzRLOuN=|0KegHQ1ucg1%mvX@U>&;3oVYMt(U%=G z9u7?ci|s?&$p+h9!g*lktzbj-`H^2@sU>DPRY>1tEj7a!^Te%Ikw<}M8^}j*CTMV`XWR{ zTrc)m`1KwD7RwE%V{@nn@`kc-ISCcqLcT41WUQwPDGv%MI@NL*V}qERX`l{%*%H>( z-fXdEd)=T_U6k|fj*(ql8}L$0Z0CRnVIhagZ)6v8U*sUODFW3Z2~^=#67k!LiAAmu z7*_zHmPsv9B7>z5=V3xR-gI#Zr=Nu+sZ6mq26C7XGBibb6Db4&5YQ;z=SR}Zoygq} z{eYsZlS|!j-z{w#tk;mW+LtX6{xUtykJ8qvq**gPH3`CvztIdqRV znz@U4e)YGZ*igrgF%4B&t9eM}PU|iz;i6jg*hzDQ`o6NR**D}m8LeH9+*$tlsyBhHwS)qGa^Am|G zu#1d1WQ!s;!svuG+YPlG(d)SoA!cVHNj7&%`ZrTj%;fo-F}31l&Ujx@;VS3DZz+T~ z`(R~XpNKD~bR@I4FNMq#el}l(^Ai~^t%PNQk{7OJy620dl`Rjg5#sC)oC@xra0Pm~ z&mJ>Ymp6xH>JF)?$f~90&)#Iw!@M%lh`w4(9Bv=cyTG$>(F2sRAJV%)6Fd~#3)Z?k zS)II2(`IG@--{9qm6QN)M$)@f;fjh@5RGuDQpLn^LD@up5E;Y_k38$}9A4NgHVczB1-er#lBG={N z5#>h&9$F-FI9xyQ0rO>b)8?1hp|3hKS{2b%+adi<>r1+D?D=)*#6E*CLs4-#ca1{;fQdJrj|Qc*LmU*YKmVv!`dw>=sIPDe1v;%J?8y z-~LL5x(JgbzDi2U31G6RJV=Wy@9vRQR! zG=>Ztnm0=cK1$c|sn?gYxl#sCy{LjQLe_4^FLROw!}R6)6nsUApu5+lGFwPSeSHm{61k82(5 z$v-9U`D}DZ^#Cpo0B@#m!Zg3sZ^tJ}*Rl36f|!!v8uDd~rx@#sZgY8ojS8zt3d{t9 z^<2hIKtEU-5h~(nl_CO2w9eJ9IeXio%XT!qzJ!jurRFzxAy;L|2AZJbOAzNR4RMB2 z&q_j)sb!~ojL;fy_LTKz;YbBIWl5@vgi5bOfH##rIYyvjxBgO+Xtfk~Kzw>*G^6-t zR?=LSCy^_^553v4m4GEgOcLRRn3<>gSN&@IJ%|g!AgpJm$eLT-hIm{yOqTH2gIum2 z4eV=^Uw(qOd`rbLm4TCrMPjJ&GNO*~Lx(PHD0zT;xuedK6{p@#s_H|ImM1bA3-&FG zG*1mTF4k|L&IFBoMR^B82IJp{g>$Aot!_mIA;DC}k|5-p8XZXnCNGC^OUyd8)uyRk zU57qox%EfE4`i>Uq|M9l`q2Q6;@N!u?;rlqrCv@qh@44oR#vxhWUoJzi>^--#+&l+ z+Pp0h!}EME>7Q-h?32llB%0^5<&McIvA<{C<$Oro^@ z@lo856!);1TAk3R8M$ayqaL|zNID4%tDZoD-9MXR?w9wW8f})&+6T6qcjDbjsdk$s zSA=gyqR_gJj^)AT#C$RK)(vGITOC%nx@WReb?t2z44GQ&QOr`^ao_}x1Fu3FC;Eb% z=priFYvC+2eThO$uC-96rfkM8h=5FqKxFLlP8SbNqk8Az;c6>id-USb4t*yvg}XT_pji|KHQEwuO*&^UtKWDJ<>tP@Y~H$* zAJwvHT$Cn#S6X}MGw(qoRq5L87za0FA=0C{S_@)$n&3)0uz~2?DL1}8^c27PK1P#c zQ_F{4z_@p3eB#TnM<}c>j+$uFloe|YGKnO_RT*ItpNuRraW-t}v$NTSCbjtDkg!)t zUT`mfx5`&uF4YcwI`CErd7VqttsaRrx_LNI{Z_T|tTCf2;;_KF7sN6?O-llsendx9 z?g*Q`cc!N4Y#*8b8_oG@iZ*unoV@<1$30kEed2^libfKV3toEfRij&!K&j>M8sNA`9Y4M@)OQv+;>8$2Q!%l4F9 zE9~;6W#<*zlbU1&g%{DoZm(yRV7NebXQvik%(|Lkx0V1Xu#=FD%s)9t0gKS=+K$Ww z9MKC=m~vK>lc&)_H$fv9x%e8NOKE7Ec0SdN+JZDj z2CDZcg5s#X(n+XZ<9^(8_D}XH?a`++ramPN)w_gg9aOz819b$rt)9<^Y`w%THa7z? zC`Oc>CzdHSXt0s?sxkW1`p5xiU`Jla4M9tFO6|$qTfeH)_04yxzZzwJq_!;`YvT_T zmhPi>2|j)!Jrz^g3#IMmyg2~(_&x3b73j>|0qiUB3V1EwWP-nBn>(1DEIDDPbg|O# z;gVv=y2)wIRvfq4HASt~PgC~MSm=CejB3B5nU9v`7u2#`A>}rlo-PD7kU2zKV&ESi z)|1fUKfkxv+1bmbxqc3mCO7$jkCS!Tz=i><-N6rHBXpJ-k|?4?#P=@!Q)=BNVP#W} zPv!I5KBCr*fGp%%asx8VaF?OI$rnGcIE0?TC5I}{I2Cq2t~ryK*kWBhOwZjVENC9g z7N8-(*X>2!VpBR|ehe;$NYyOQ_40GW&B%o}cV2jq-ww4|4DP1~S$RHcU;yAw7t?2j z&fD#c*XfD2OPOy)1e4zdCB-M;eVK2_&cB}i(GGT*D$Q&EC(}EfZubSd%I1b|);^89 zxUP9HStko3*Iu6TGueEDnAEmKbA2u6EyM*Org&UrA{2`;v`!oq>(7+DQ!U-^!DRD4 zgZ*WW*J>utFW{o#Pr%?n z{-5v(WO9c;^a&WkG<4ZiN#zIC?>({Cd~(t@R-66Rz`YU=x5tPNJGJvR#3zYmhh%)P z$pZt!=sfCGvSBC~CUV|c)mEB-=%w*u^Smb@)JsqLbW^Zty8xTVxWu-`81Rkn<8L#E zzx;jFegTwScRFLy9yPV*^0;4v47+1WWYrx&_Ie+e3sN6&ReY%?wuT&qs`MpyQ)nDH zdleQQ{&H|0``DvlG^axmsvK*WDYuJ6ER>TZttAH!4lQR4qqWwSv&2!E(sZ^thUKl4 zj=vOGpKr*(orro&QB!B)Zg->pRu)V@q73+^a+R=+&?&)&Uh_I9s*e0xhzSuiG>Xv1 zlG?{#CW=f(rY89qUcB-*;23B^rczV0>-OE1Wusw41gah;KVY5U+im2D8SIORfFJRM@HzP4l z#+s7`hSfR?(oHO(biS~?lU-Q38-8rOOc7HMJp$>)b2CcPo*A)r@Fb=R9NQvQ&bpcp z{YnjS>_I8-{RYjxJ&b|Krh_gK^mDL-AzRj-br!Xsl_iVW@TtHmZstKl%$&1kn9Ip# zr`R&CQ*gfIGMJdvu}CZM=i>9z=R7!h+eKxX+has5cB}UzTI^;=%Pg8s_+FFIs6t!3 ztGc!0aE0B@(NnnQCq$YZz{W$Vv=jvnZdVaQ`S}ZIY!8*aw^De^csW4hV(P;h*@qa+N?7^`|$Ie?bVa=%21V??}BmW|mAQy`2y@>dFT z<+aILz8M#Q-GDRVLRuh- zYXMRL26#GyGL7k^Qy_jnVyKVlj8 zB{_5ScPK!5j9GgiLt5Wf$_;5Ly1N)ONZHYFu#P(OO|5}POZw9?1CUW5CsKmDe{ZI;> z9v)@0-KLIM5$+9*k=#O#IA< z1XG6+uC*fQAk|!YC>E03F)do9^5Ot*2hHvs$r3E@HPOb;d~ol5;>Mx9;w0HW(vIH< z!#x*myto0{lM{DQe5&`O`R2NGkD|T*B0-xj z`7AWohyOj>U92!?b;-#KGIEqXr!Oy#aZpz+)vQ2NEq;UC^u@9MM8R{4Jy_pIYl{f* z>xpJ}vpU6Avno!u!$|{v)h6=BP@Q2mxJ`;{J-Z66nvd~G*c zuA5_y9#QCdkr}L^T{cyEiHg=W`TTh7=9VLo#<+n%<*7q5D3 zwIrK1%GL{Ed|V#%{%BVld#9Y5a!2; zjcvT<8M@_fr8VmtyHg5i;^2J!={K$x5nn{+uw<&L`$t#1hAd3EnQe4wS3{)oPB>Pf z$!1Ls2SLgnGy^v>-t`6Pu}#NyES~=%Ph;!X$3Kzsu7Z6wROnnV3ToPrqf_$i@sW&U zpPU9|=IvYEqPf0aX^BkM12$CDcgQA<^@l;i!oAc+qQ5iR)Va!o#(u^lyjQb6it$3_ zO?T?SpR%J)#?f1c!!5nTtQ;{k-FmWeHjbGDd#M`9ZlS?L#h^&j7FML__Wei**RFe$ zEL-8I2c%mz0%!VVa!UOmN7kGtzfwnctA=KXrYCPS>`56W%K+&sHLI!Ua7!T4oPJ+g zX$7Lbb~0CumfdA8mS$#=5vjfj{X_ckgj|J&v)zb91Y!FDd{l^xGEayL6Ynl%_zP{y z=BPf41pD|g7tD|sVIa^S(kDrrZVbmT^?Xo?^<{VPg{|XyKPYnSuo^A?plY4W*wB0N z_GJf3i1hxN-Cp# zcm>BJiTMpEaAJ#4wwbosJ}YbiYk(uuKnh_;)LA)4*T z{F%lQ1_ES`5fKHD(Ne|<0P%rw3lo6NVPkHe?a5x@|wxe$Ynb}MA zf{>dgQF4B%H_6TidsD>Lge3;GDRb=+N?TJ?u7_kAY_yb2A~}2e)=7<*Wuwy7-QEdObXYc`T#4qqg;|%oq&Ux<(W4c)TQ0d!(@E(N zwIa3-#c3~zsC`pth^nMzAJHbE5YPAri{wId@DC~{M6o1*ZY-%*q5jB-f1UvQ*yZbiRN#Cpxhmix`N-L`>7&2nXg*$ff$F8KyTyJdNGoB#ESf z7IneIm)b$&NhDrSly{=R&Z#8OaRzi1^iGdKBqu3*lY5<>DLrLQq%k(ef>mq{3`?5M zt~*G54+*c(%XrAZy)X(X14=unz%}@=rv5w&5z?4UexH#$tso}9xXi;T9m#Yk)}7^| z*BHtM>fhl--W$QjQchPCbh_m>g!aWz7A-uKm~BLFz=YcBIyfg*Qhpo%w)i@D>ajCE z7rpW}^1#2gr`k(^RUXV{z;@m$ObJ}%ySv53H|4cm@W@$F zkPf`amk2<3fT{4#0Z9Y3!q)JchJ4f5`To2tJ6Vu~-p}`u0)1-tYJ>%x@=46rgq^u-mx0L~{|tyJ{*p+d@-z%3OxZnlmt$YF!i?%km#OjX<;3WPydbg*5p9*ly1Ji`%KXtmo2}D^M&&|H<8x#e z7jidIyRs48PGPw1q07`>;z?X4p7#awB^GkK4B1ucmQt~J+g7qP(QyuYijh41OnCwy z{9cm#XM1!cygPr#uhWkxESBO41^Vrlhy%owPP9QS9Jn>6E25caOD`O(pcbrWrSX~F z3(`5p?i!w44}%oT;??wfDxUZ)gDe0NMU9Fy4c3+Vt=9-c0V(Hgtn5O4NNz#%3 z@!`2q+|e;n7H)lL7;ap`&(_SIy_3z)f0|8~g~{8{s6z(N**nx8jX}bx6I5S2nn96{ z*=s(N=vVKIPOfQmPrq@70`5pu4}Yt*CY~?fj*abnRHlZ3hSlDROFhS!xp!}KxD?4s z>4Zj%Z+^`5>QW!+)U;~6`R2p4L3ZY4%+SrT7uQkB!*|bg29PZmYSkK%%|xhXvwJ^8 z%-)XP55JXLQ-n7Ko2krbuM)~04m&oQSefU7w9$osC<_+>uy182$7IIj%fN24fY9E# z^E`8~c`rOtG~B3&SHmA2P0pa;iR$;lgCbSt;wO^4#_|ix=+DJ?C$}UqH=0;m$L1uf zRD|9V3lP;|w(yhLNo+tqNsuxB@(ubTa-kO>;2f>trftCJRr2q-@#mfBZKv$jz{=se zReJw~vtEAX(c{fHdm;4k&7qTalIeGVpv(?|TqfL|XMYSg(bJ#!P4(M5V#;703Xk4e z<%zE+v-rdhKkOFeX_h^;Fy-Weof!#IR$|5G#Hh+;=r_WQI|soQ9h9hMCv4*Aii-rb z#i9p2z}d9T${BkMw_=8rPukijB)ZZVgQ(%uC~YSq{j)P_c;ltAh#C&ZY94tJ>e$#%tnKRrM8$s=lhN^Ssmh0Lx*SJ?wTN>CW>Ef?9II8g5p2beD z3Ivl~&rClzYpin1t*lkpNDp~Lh4CkpttAyc-5#XZvuO*UIW% z;!%KE+%wn1t|YrXPp?%?RJq%0JbF4o&J-w^p`3(|+#tpPH&VwVnT=;!9DR+%d@q2f z$i#o;65$~>nL}LnZhR}vbom=Q z- zyEZuuIu^)5yC|<%snEU zI{Q#EW|ONJVQvaWnO7eQYv)S!ScISz7OSHR*w!OVzxH`=Re?(1UW~`8qY-gn&W+9B{5`p`q2$^moQZ zU|lmgC38}gS>Y<$>ovGR3b{mjuu0f%rGXV&nkpq^-m4beWdlt2T;(~}fv%YhqhtxX zIPlGeNOWeQo|7AP@NM%fWDSYx1tGJ}Hh>>b8K}bea`8TZxxyE~eiNsZ_gkn<<~8u! zCPDQK93c^y@hUHd`KR^D?9455aKVLGK8gGRKR=#(VvpTgHV!(i{Nj+FbQ|w_VA-S&Bp92Qbw6S*`nZ=uUE?Dp1<~#GR2x zWF|h5a&7jnos_Ie8v(SIZLJbLqW4lFV1AUzgMAe%+tbw`iE@`{?~!uz$vo&vT*&W z`aB!FXNxmtKa7u#|2%+=dE={hs20-T(Q>JC4N^{ngUk}eE5me`BS@5@iU@z_^cq^@ znVIbfZ}H6BB$}dH7OIK8{!);gGJZ6)%*5iEu=!a67XrJK@1AG!7Cnr-+Us*B`FWAP z8GKIoM9l?``=2vU25{6#||R-nG$d}4KjHSF~_sXzRl7T;&_KK8ZY?_ zG8>cRnDsOciHwVA?2!@E6|-QOtcal<3bh916##fsR+Po%M!$ud3zxD2sD8ZNa|g4)Es?V4s48|6Ir zu|1%7C9#ukoAoUna^3j7prHk7joZ}$UC-Z>P>WwiVaEDQ)q`=7aIGg7vW%`;t&P(^ z0*)U+0StxBhkFH*dwNQo5Ddm|j2K<`lZI+1qv*Jcp=%LBxZ|=IA%Ci5j+Ah5zvYgU zHJ(+}r|j9{|s&dt>jVPwM}^1`zffYgg7(=_TOKz{KVjSV9n3Bs$qV$EaX!0 zGpnT*Z6yEpGXO(CyuWw2>(S<^w$L=7s1Dq`nEv%G;tElJiTL_6^kn!&h*yMqNd4k$ zkapEfE{lmBj=!2$|NRWWb&-$3(DS*udIYf#Qm3c%D(bT%x_W0;e(dz(&% zE(@K#d`Ys%^m_`uB_$ul5z+Ho{dlNQWAay>c?l0jD1Uw63^(AKqDsjcPS=~p$8i(7 z-p&SsZq&pGHYEwW0YH4d+xI-+c|@VHP&$!(S(0hG%*vOdK98wsr#(SJG3-wF1S#xi zW^2M4)rV%S61@_afL^$K8Jk9AGnOc~(hDiX5JLlzcV@$B4-GihX#nUpX|P(9H401Rrz~X=$^l8S8#w=U)8?dp^rVOedg8_*|MRADUd&$mbHm z?$`QJgoc+?>m-Nx?X=nmYgjI^m)SnM^}S+ZOw42T23P}N6Jz`(O0~9vx%ahL+60)GVth5Tn`N z!XQdzSF!<}!lW`)V2{DBVK}^ekW&@68l(BH=3tD;1pbfJNhdZ>VZ&W#9MQ}6osGNO z+r{$5E1O;VF7cBwn7rIC2jL6MQYP-JjO{_F*-~1Z>5d;5bT;ws#1>mEeO=JZQ<7x7 zmnz66_7*Buw=`LIFTC<>39{`9NZZ>>zlkbCO}+ZK%zEhhMwW!!W)D5xW&mF9x8W_j zd2$)AbyT$wVAxh~39OdwAbd->>%OTGpDIVQS`dV)XrJT+C%+3hDc~`oW1PSNF$Jao zQ@i@o1CevLbZw?3;VVMxGI8E2(@Da-Y6KOQdc^r}Y&ugRs<`71q0 zD^Yf$c0AfdwA9Q<l_H%D&q|DS zD|Y*g9odeCL8tAWdI>d*;&ai#_Ix`7*h^lpwAIDxN<9;^P1<@MyP9t8a0Kg|PGQYo zLiYM8{KZ-5#%j3IL0;O&Sj5A~295e}?bPwGB@MfJk{M)C`;Q0Ec7B+8VQk6rl~<+l z9odhkw?^4}prIw@hc4a@O}X5n@gtGdfaRZta<`*^$2#e)lg|B-1K|^D7esb7pu4jk z7fui7%&daF?Tn=z5=9()iznYWH&Z*bG=6#^i0;Q2Cc)Hc{o!>KMms2pC(GU%?k9&U z#baV)#dVN2M<}#_^QrMlqsfMwR6q83DeP~TMv89P8>=@QDkbNf5H-5(=xpB~aU=G+ zp%clT8FU0g)i2SlDz1?r$hc?2`%XZyRR6^O(vL>+NZFC}cT5VFWGWqKkQgySRY|s1 z*mkc9tA}UzL9s`!`2P`$R*yfc*U)AILVR5M*$=SxU5>~Gg|38VVR!It71P>GA;7u_ zS$YkgnvDQ0fDtptmL|3xX{FVX7>|Td$dlp7eqGp&!SGn#t*>{-t_k&BgQ;23)^0`I zjg1&|a(K4(yV+3J3&sK~M1sDj0WF+*(~$QuA)OHiOp|)B;^2cIQfT2+)OzM@D{^n^ ztOR&gqq|_({k3*%is{mP-W)Z#mWBUC+0@ej8h+gJGpLbLcNH;3wmqt zucuhHSlnEQfxRr&gqN!XB`1x=dEXR|A`8&u#`(U>56_x!tgH;Gp`%cAfWsP~fN{k9 z-k)o6c4W;P1#VB`hkyb@6q9UFpb`p;Oa-UEKlB5AK5z>)T+jgTY5M?4qcPhjNl)fl zQ)QEO5QT?kX?wlSHvc0A;EEY>v+h@#cKD*CuUEF*=hy29uGc31)`x1x8~rI->if+~ z*HXVE_WBIlm0GLl6=f48RJW*PPJBi^3DailxSZ?2g-40*R+nf_*q3)|`?R4`&QF8K zy`rCJZ-W7l6!k=6%K@Um(Qy!#^vzUB!fHc!Rj8;l<~ge?HV=@ zhQgk5nN1`cmC1)jlx{dWNXLna7~(t2st(r#*=BDtwx`!8H2Tt|dU=@fa3#EAKLdah zLc5eY$W!6)zy}jT*7sV-mB4D|RlBQ1^)_~Mp~Hi7Q|)rl%&)-fAotos?Z>vGGGK8i zwMnR%5Ed1-Z3DJnztgfPmX<;R13gV2KU~%oI0erqtTj{~=v-kn=*scSTThZBtTZsS zo|hP-L0Qc|=-a1Q?p!z&wcq+j!WM9hNkXvP0OWt9+PMlgTo3^8k%?nVbGn5H`H-n= zOx-d^Sff5hqKVM9N~qT8lzKwmJ;?6SsUK1@%hDar2cz2*Tfq)JNgq*-ak^8+HZv3Rf$~fNZrB4!Fn2)2oePuq5&h|BL$!;0EYlHj4qYE#PPHkNX2L+ehj9>2<3=Ug-Px$j9S)ErTC7r+SqzZu-VRyk(|% z#446iVc?n(tm6R75Oc5JmyC-r5iRE8gNK4r8~H#aD9Blw@Ig>m(fyIS|!n~x{@FiE6gq%hoG_YBc9+{Sm{-Owi9ohVFV zuB9OUw>MKT5o%ZXcmTq#S*YETp$u^e;mD4S*E!mCR@gdZMIjnT?L$5y99IZzP8J*Y zZ(i#{en_N?FCW+wo+XMOYMcA*^gqz%zFvzt(yo6vOJ^Yf%&ILy*9DzYwl+Cw>3E3= zE9S3sGeE7j5Vo(RU}ftVZE;}NOAq6~4IITSJ5-@naRhmPBz?0-mVeC?k( z^jEP-JaeIjeNAIT6)WOp0lXSq2ahfgYeh9D zzzpZ^6oxT!0n$wD|Lll_T@0L+Fz4Nz01BVcTT%CQe|2+pfdPI~5K~@rFLyF{Q zf&Rl^A^L~#iz0K910tNZ*ao{PX*> zrOcOn4*k9OXfO>8q+tmIPQW|5MChpmbKxf(M10`M#mfc;LltC4 z&XKBhFG*i26C=W7VGdNNb1Ol8&jLvbuV35ls-9&27U8E0)Q3#G45=Pm-w}OOr3#Uw z7Y8Ufp-tDnI!w3u@*--wG?sS4w5i88 zjP2bQQEeFmRM=6LVhgd)LCt0IF!4F?KI6IBB)}}go<%mgpeLb$5V>uu@3{kjIfS*8-U@}TgKK-?YMT6;wQhlUWJOX5O3(WOsj-_p008WYIIQ6S_^>1 zZddoOcrux3Afk`O6-r{}L(AGTvtY_h1K&dTV#mXAR(jRlMLPqZ6?^A_WYBC-h4>)) zA^5ax*E?RJQy9Ke=cwn$Vq#v{do6cGsV`Yg_mtuy+@h+?3U1GdcSjjWmSGD|i4prV zyzs6zZ_Q4-Cru{FvKNO!1RgyxOUGj;^L~PKTU6#R&q3}CpDupiMg5adqWA4e1XN^;oCXZgR$6az6dT?j{ILktYa z4PFU8We>7|uXeQqpZ!4!eTxmsN6?r4cLPpP!&LG1)-jplI^?s7UfU9B1(1-@1R^); zjRuU7?>EvxYt6)G{JCn9)|?*WVmG{>{ybK`ZPDQl0Y=?!Y=pj<%hehP+c3uKn^Cr8asc>6YN5K!AbRwalE4@|Xl7 z!n5k@_Z<+#_WhMZTTey5C68HZzQao16u0d&ekWvWK`{pK(R2k_7ET&^ z7`XLN6k+MyN#eiXaf^WZ5L_;--0aq7xl(%=_b_t5GD{7H*hnkIecb9CQe?!Sk$$-g z7kJECIX;3$HqT|4Zg}~9Kh@naWSn`?HcJ)ONvQdScbI`%T}EoheNUQGuLaA}I;EY* z*D5FC2Oo5R)V4TmfE2tCl_2}7*h&+-_TDsY$maFk2v0GM{r8c)6u8#6zqjSbgGzR- zX3!V3el{y?&3N1iv!3OtvDD~^>oK8mREI^!v}DOkt(l;V= z$>5Eg-)fczUP1kP{Qa7)DaL@DY@7P*Rj70G@goD9dcTR&_5O(~U#aZrw;ZT48aPxo zbm01Tk&AER#S>Wev-|&BYiOOGm~E(L(`ov>zBg%J0Gesvc(b%4Rd4_EW44m>g7R&pmisCY}}PVUXjK!P`b` z34qfscEMH)+r%j&2owIBngj2XQnD2li-qIB$+?PtzsVypo5dgqYUlN%A(N`1Op*J9 zBZ4|z;;!iPXiLSKo-zIOd+EYxZ+E6R=l5ueA!X?TXF8cQQnuQ@oC1)nzuKT`eS zD3h<5gUe5q^u+Z~usgR;rfWK}m|E2hCA>eln$QT%{hE|V&S5Y`F+;nw^({2=h(|N? zExk{AWw8w+cyNt^jzRJ@n&p)`&nTHFmsBn=tdkgDY)V&{@s+o4Ob4O|95m%#MyAYf zXF_YwGH<(*J0bfjG{r@Ns8m_oqAAU)c1XcqA*LaENH8u)^BBQs{D|b{u(&M*PsyZ~ z7EMsJ6!nu!>Sz@(DR71C2_d1gy0wpl>hzakW)G9^cUsTEgE_gqrq{%B#{D= zd{D`ejpDWjrytlldW}eyoF;DMX6u`ds~kv=K;KK=a9Gnb-b;!l*U4MB!{W-E>n%zg@;gpfk&3NE; z*1i6hi|6}!i~7}Pm6Tr}WM2Ip9f-X0#?w+08%NFq%5j3%q$gNIT@G8MEPNLxN`$|s zkQ~ijQR})+nbmUz30fh}QE$qaW=n5P_g-iCnBJ*ehhR`evy0KYmYVkf?niY@LT27c z>ttxYu}tBMN1Yy22=r-P8~P6X;bcPAgZa#Ik2*Al%|F{Tns>nV)^eMK`(Z+|fkQww z04{XzL2%nu{I@dhbuqC$Ww_rx*Prtwnq@)vr_fu#>2M~NXXZ&(a99H=+}BIf5w21( zX^N#U*ZK{$u-BgxCQ`!yUjv(hvr^M}bAJqh`J;jo&mG{h19kAC3+`D{}~A zQ28izu42*B@MhcbRr$FiM_c~|%PES%P77x{WegY|Tb+@*dbSfAU(kxZvKolGCBUxE zoqL3Qey?39h+0NZgs0RYBLl#V*DphF)?~rrn)=$olp2xS%c$vSL;=%Mn#pRio`#nn zj-~Y|^F3Fu2q^=56ukpbxHAZOaja@-cW)O4thNC**YU~+!FjcGS9Gy`G2k>jGy}$c zF20O!QV}q?wYZioXK;fRiqN{O=K2lOLb^Cbs22($#<$*~{4_g*O(i8%^07T~`_-c% zRng8t2D%!Fl?3(VUQ5s`NpkT3PaSJ$A^pD#X=};fibqVL_X?qXN^PxR>mRvgB43 zJu<|1uv7mGTdJp2x|4rOJ8uKw#A)KvDNRZW#fYtHs(ZG)?F z&LH?rHTUPW3G&jr#AIw6)IgOOet%C)+d^vuaNw)#(VK7E8u3HWx_xW*oc2<$$da8< z^Jp>{I{r<;32mtgx_WXAi7&frG1324R<0)t=&W^5RCth@;5RQ zq-u`@$pBA4rQ)eU4Ys_Vfer>@f`dwQ#!8Y5d7rt=V7l`pD_NFqq8LGDZjB>ZJ9{6v z(D-Wa)0QsLSP}x}J;PuZI_`3r(5eGvgR8LoP@my}5;4ib= zighcak7NVfx~7UdXb!l*CICjt$xjx6h@5hvu1yKIAow(z#=W1)X!MQ0I|)j8zYL>l zEkuFQWLOHSmVi#*9}R#g*!uBqAjNGq;QQ^yw3!iYY za`~QM06?8u)2gt&p6*lNE3t+Q)7z!|DDPH8!8DY5zs?hT8LxNMk=lPAgjehFT-%G? z+9tcM5AN2T41`Xk`aL+L%Ij_5qK4Js2Z_^5g`E7F48zRvqR-c9l8OCr5T8UrJ=UVGTcP_HFQS(PJM7g*dC|9MIp3*xG}~XN?u_ zFKE?ZCBDK%%L3V{Q%ytueI-7>elXO(uTlTrtY{CDwYQtio1gAnquwV~hKz9rj_-G{ zvkZo6TxL4L^hjtgLsJ!$()mamZLK<6&E+rKh+foW{*kA zh?pZr%#GUqEh9G?6QV6StrnLN9>oUWAVSLSEDdH2nw??ycWpAfz5!@|fg+8Jy>O~( z?8amHybGbS_#1%F) zF!y$d)M7VD#*E9Dd!3FLbBPS^Epui!A{3>5xFr%ep-m`HV23K?jX-i!K`nMQVpO(X znO;4PvokyXyM{ZVc-mfX%0CZc{p38Ie=4`sh%BgMq#Rv&F3I77zz)1P zS%KNRKOrCYdpLRNcd8YeTgsB47_)55$+7p`>5|TJjf3S`KFU(vMkSL8GRhYJd>en5 zukb%OWyKhv8SkvA&xRc~^Dt>m3Y^U|c*03(32{{fmP^ zCPelpuTMUJ@q&#wuykW0^k8tZ!5>U1$JC@1E_OvjWL@$n6V#T3?Yr4m2GH0s!L7f2 zhA4>9d_r6Q{qvSIw8;i~3H2dfdTp)U@Ut;4%lj6d?wRo%2cxv9gB#)}9*KZ#ftm3> zy55xn(m!R~bft=%H_U!l;oF9%xpmggYbJ6gQ^JmU3?J9?RggUSB#_0Y5;z^8lBdVy z6eTw75lOR1q1TF+jn}7O#^{V@pvLIQI)jZ6MR{J_2(|v}10hrM>rujq9ivxM)4`Gs zBbR}Lskf(}u(|bG4D@Evxl(d7kA-IN8R7ILG0$6Rs~S{O{2D)sh+pkB&Z<3P&*;)^5<}h2k8i0tNOI|lYh-0ZhG$VfrIb)3 zAC9ErTvnZ@^@SK02%!FUfJ(qoOLnv%O`Qh0={ z*ivt#2rr46KTZEpetJlK(LO3jd~L!^r&{9`-ZD!Mo{nBI-C?iO`__?#DP*14w;^AW zenr`lDoIE19hfQco!iin6F%KTE#NQ+HJAX!rG~o@%B{^`c-TJXNbMdoXPiFKeRlSF5$F!3$R&l z;sKLP*<*LnBw(`YOqt53suePM@n#p@>ZH5b5^bi5A6E*RYvVlgT1Jh{Yd!*PHXClW z3Su5NuRt)EWY&SE46;906hL{qfP43&+=clPE!n*n4>BQaGnG^An}{s=Lo^86qkZLR8quCNtu2FWDPzzuBJ4;wYhv7f;lbJ3cYt2tN zkgGf6)U`6m&qrBFPWnWej4C=%*>{~DrJe2HR@Ir9cQXXMy{@XxzaOW%nw8JOkxZxW zs9rO?wzB3;XWLeZv@AZ2!CFvQWJCGm5ebLgH}fbh%eo1Og`#T<`ap334HnJD{LImp z$dvaz`JSxkWTTR@3(z`po zvWqH4X3fGl5l1I!Q}slQ4ROnpXm`VW#I-rjR?JWyvjNl_Iz?A^kd`Qnx{xDum2P%_ ziF^`FZNaE_L?8yEGH1!``1R@h9eQT)GgU=&FA{}OKaz-7J{xOEJI8KG!jIx*aLS72 z6$<^XA8IpzkX`qDA~c#nx!HODu8H*8{Q7SrnoV&LdlP3?VGwittQMs-aGist!QBhN z4JF~RA+TQooe4{4a^%~ZZ6aUiwF8|zMuy8)B^o2ZVek&EK~A@e0EoTtv)?54Vr=NI zQ!m*v!NU!(mIp~1(i5CUkju;=Eb?PEZslS6sVgcH7Yd>4e&rFypZHL_&15yti8EkF zMU{`Ud#w1sqL#)4#WBiuPXTbndPsysvZ~7uMFoK^$$e-(nEO(>2jta9LWD+v9q)WC zOJCL2LBhBGr-)MrEIB6YXzdHj6mGM}8JSBWCR1?P=5Du{F3}5rHr-3L&*M;<2hzMS z&s}$CO{l{NE)B}4uafE#IS{R~!D6g+cDWDc7IWR*F|iMwMqmmjkRH_?7%L8lMN-&y zjwj4ayTgM69vQ5#bl9YuR~hx^jizEjpi147>jq>)tjbIXg9@NiT0zhec=%tn z8FEk7f#vhv*q*~dMBvhuQj_i@v9+3_G?S)jXHh15v}j*=i+;ShgmB{R`}4fa?r1Jb zE3)K;HfusNh4#_n4YHwd21rvl!S0(RE>w!|s*-=!@a`*PIXeh>ioLOxxrz zdw{Tf=|3NbRJ^J9@~kqU7O#Z*R+Z1W0e^lMBMi3*uB&C!4mDFL|Z=aKi7){ zfQUFx*~a%W9=Zi7U%@+W4lO>^OQrFX2y*{uU@X>71+eUnVUNasJ?wFC`jk60;Y2VD zI67qNIs@LqDIk+STgr#s0i32VC8s89Q;IjCW(NPKJTgaa7Gv9Yxd9OB?-b*4?aGR4 ztN~-~hk39v3g>>0S4K4tR%~A}6y{UMkkuoktYcAMSH5Q6OD6F(aqcj2tI- zN_{alIjv+9<}3WimK8YB55=a+Z#^yl-M`(_aewPj#h0F%mdJP16{F^t&^t=QO2d;P zU|qR17a%EW-NkfqU1M1=qHqkZ&G>-N@Ko%rob~1FGNkK(4)v zHMjlw`AZ@|9UmrbJ2zW9?^p}0S7m6v+c>WSTYDyl#SOzkT&h^cG%CRlfm3e@7#KV@%F?A7MM?e2nXbOntO=ZHAMHWHb&?-dq1hjvq6vQI=WQW8l*5WU(}fOxs) zCSRBUO$_QYOA#At1Ap7hK#o`wkb+oI^!ODah>eAxS%@Y{HBV-w>`+rP*e3XvOI+9S zn(JcV7nBT4+5UY`mYhGA)9+ugDO;CXVlX^0@ZIbWOu0bqt`joZoBidL;c(W{oCdp4{?%<0!zGIMM-Z&rFmDTA1eeGJ6ESVKiBHa{+*=e24$? zG_y4$gD|_3MgrgFWH<;5d-%G6$8Fh8OlHxR;p*f+Bq$kfPRndWs;UDKLd4v3PQw~S zKUUJPMy_A)lj<7XLlcT?wlL>6rtFCkJN||;#M9?6t_k#T?|H{CJxpW=qr$GKhwR^C zGeoW$fkIvvXN63>W4q^`fNygq&qcgRH6Zsz60vcr*I4X9-~h8|R#~c}c_TLO;2o-Y z&n<%4x@d+?b5f)R@fpex>bOG^5e z&*&iYwS&o?9^T~tm2+bQ8oQ3OVvUm6cPi&qSMliU`%?xn?A1~M2)Li==R7$4uk#$o z3XD2=owtv|dj|g8(e-;c#QK(ieX^o0JyDN6%qF0qZS(P*qhtHOe#53J#vU10-3M>Z z+Z!=l`B2#~W*Br6(or9zNk%C*DfppyL~P42{!En)ek9t|u724Io4Yi;D?t-AyY4*- zHlLVQH*&vQY}Zw@v^`H%qzOvsMpCny?#B}ntUgr-kMcPhq(*|_d$7$s8}n`@YmN*8 zP<*vX(#YuO{i96cWw~nlcFqN%_u-NrBIbj=T*O5PQ8^T!~`i(@>5D3KB-c+pkUeiEU9X2#PpJYoB%uGcH|XI3tOQU5tUi)K%-RpGCLLVGErX-VpqUaIevbV83gB%gkyVN zUe%G}5r|3Nfl(F|OaP}7CY-0$D22LEJIoW4Ot)I@NaXg1CG%f&uZ>umLZ)wmQy8jo zEEU64#9|6(wGT=3x}*sOv5S069WK1|&^bCX6^<5a^L`oX(qSX(*Q00aDuwpAi|n0r z3-{9D+>X}wshHvSpz7aAFBdop8JigI`b`l$K38;F2;R*`?9^=V9boo%U}P(*!9Hat z$;!-y$a8#uo!Jc86@4*Vdh~YS2=fQ~`TK=w-xhqlXw<8YVot=2V#GY5B3Ca9Ysm1a z5=Aka1fTp@)SSDa{r*I+jBd@G$|vif-pI2#vQw%iqWZU#acr_fkzi=L53omQ!twYx z0F!t@nOkR!GZ~ntZ?=lS&eT!nKoK=r642QU$?aRC zQ#-=NYDT{F79k{!Nj|#v=1MyZ$HnUKguza=Kdp6UH8!Lbg$ZuqQF#C&Yo-tBg0d{UCt>Y7t1j3{ zK+b^rhf_6lPO#UTmsn(M)t*yB&u%MF5<~Fkx~yW$Y&+DsPeChf^=IHhG8DoB%bJ^$ zGB%c{VAYJ?ewKu@uocRDJM#v!V0w2V2%T`6w9yEf&|y*9BI+4RoUAJH$iq4HrnF3* zQ?IS3u`jvV7yHE6d}oP57LPjkXjRgzcGht%+lG?Cw`wDoHpKh)Ws=m^PY8+>+?vfv z8!La8e=N|a(~F)wBprS3KVcXno#{48KT6@2ZWKeA#9@;x%6C<2wT>e6KpfkQgdBQ) z-Q?Jmrg z+MsiJlFpi(f0(0m3yP7Tmn#S`*fg(8GsdVSzPMa%)IL_ZQ9dYFS!uSo!!s;b!#@6# za`jFxx_VnW)F`?4g2d;g%+&VrG-4>0i`K=D=am^n)s9sf$1@VimiC}LC6T1Aps(y+ z&RPf}B(yGgAmz@1wb@GYz>XYE-*albg0>xzBJpfPVHr8XIqqcOzJj(x4?ByG?|i ze!7lXUB+f=Sb45iC#uIp1uVr00HQ`4u`x__YWm-VU(aY*Hb?O5E!t>{3=&n7pm)Fw z$!KJ)J31g2iYrg)CBnW1*}kZ$88LL|UL7F7M4KB9>u9Mu8 zp8~x30>JSLB_GYv2_vxoKkCjkNpc-F*8h7Iy#Ymtq@J_?h21#QT@nZ&6QHWb_6<9H z=BG<7k$7Z&X&t}IqXYr>l0^>a;aCBViJxzokoJlVrL+=K?}>wI$Sk$>6GVQ9*hfLNmgK1 z6eN$96~7lpzlJ%HnQ{hUq<4^))&E1Fs^STER<~Z3B3mvRyqMKdW+p)Vy z@9A$|-gM5^1oH}rIHvLcsM>Z8}pQiAC>b*hjoq2D(VZ3Z!u4%kJW==|$D;~NNg|(1N z80l(~QR%9ZXL%$M2V|NE8t$iDRSgIsI#!2YT;S`UZ4(VWGG~x20TZ?&A;69@=adCbBW0Y zJuSS)8hMq9{bab;lK4QVLC8Hpbv~K`Ee^&?%4cxxA>0*&tE)O`?sH4*9>B#5lNCuP z6K)-z7!GIcu!F?x2LtzHJk8J32^$=eDuBKmZuXDi7ju`5Z7&-n93jM@LI=&fVB3Kb z&+=nJ0bY!d!KlIeBf?U=Lh*5#!GL=U)8UD~5YJ5E<0y`dzDj8E=A^vpe^XmkKPRse zyu8<#af};c$IUexlO7Z!c370*hPW1j4T82-5&|yj_mrPIjI0>~hE$MkTj?{&d-~Vx z5Lye<1Xu^YDoYy5myC?(mct{B=F1>v#@?2>BQ4$*#6Qd@uoytb+Iw%7PeL)^qL*Y& z2HkFtXA@|)@=bO$6^lh04az$leyvX)3e{EhJvH8%3Xks|jes|{p9;Rl1uUA$@61CI zN1KqnZZgp%kptCf(V{wS?gNqTcv3lY+;H3r4NbqFhEfv^!NiB8^4BvFYN7&Xi`R5$ z#LA6@@37g+r%Sp|1ARJ&`0eg1fg+&skf=|KOHJoPoXQ^QSC<498|kaid%-`KMKjbP zmr673{*LMG?R(-WNqv#_0n{#~rh5Oop>SNjt;k#T^?GsF0+Mb;2yW*6nA) z#G7XVMZ65&ji6+fa5}DW#C3fm%_dX1 zyQJ7;ia=PD4gf<<_n)V2Z$3%E4=kAzES(2MDc6pe+`$Tq@=0W*ff%qd9s~Bin!B0| z4x~n_CL4@DmJLteUDoc@BqTKNKf~i?AFxC7Nwnje_|M*9?T-1+e%2D4`UmAT!$Dby z@3wm{Ogzs6+3?F^m{9p z0I;!)s{>ZB!rB0H_ak#OH|Ym&v3xeb?Vq_H3DX*()n0t0fUM-<`v+wur`U*xUP?6S ze|A!_PC75Mj1hz`L#mm)cvHz|P%tA7j*iW%R`i^Z!`J7$VTT*a!Kz`nYd-0SyeJFN zJ>P^8v8M3H05#!OJQEoyVfJk%F}Y&Isyh`KvUAGu$i#Fc`bas`p{@(alD5oQ74zCg z=0(jgXS1r3t;=c z!2B4OVHL_F_TG1<*qIFo6FqKuyHeJGNhH(%uc^STY}32tn%*)l`VM*BmnEu9!nQg*`1Yt$)$3ipr~ zft{_n#PE9`5i3}uw61KlA+Ofumy-{zx(<}|8Z#3M{lXMA^mH=MMja_=aJB^6s;sEj zy?OSBH1miR_*!J?ocVn)0(NNnJhB7t#Ak*N(Dk|x@jO*fBuy&ho>*@p)5I3tG{tBW zQCU)Q{H7z97M|zNT$?^WK!Tnvr=B4BXUk4C0RU{QUl>;dz5+ha_2yLQg3d+GPj{vA zlU4Lu?{q$r-ih#|6ojoep*w$54qtEN zk6^usk*;Fd&6EW1C|sTutLYayYqgatxMpOhuNPN|wDjljmC>6e^WpsSkLA|HcT==Z ze#T4tJ+1o=iJQmk%@{pXwjN}i<|l}YWqvKJf*ud8#@#S8f?_G3?(XQFYi%RDu|-T( z)*Kc0c_g&V%N1skp@h4_lMZ(lafcUmC7rM%If)TjGu+v2edfwCVvFye&)wjW+v8C_ zH_SEzu*AD?&xZh_2?^8}W$O2LShV5;ig#6`IF@orSg&#Ga9qubtJVB=LaCi|!*@1q ze4eg(uWpJE_{v$d4^(s~(sp&VdUIHn>J{ejqA-Qb5Vocsi!aiW%dF5Co|I_0iRW_y zVRNSUz`PYqgi4mcwRiW#l|GWkqUY!scD9{-lU4B};pN=cpEzp@wNQ-ycTZ{h?08$4qI%qzHIvE5& zswoxU-m+V$``D1}y?;7J_NhC2=JIsk?~P4PwWN?nUz#l;Y%kbT=YB74!`3i-c1hT$ zc2~bWWbxk^a>oy-;&%U)*4ufRvQ%#KD>RXi_;L`{?+k8s^Cm)8G8A4jG7*pit9Nh9 zvVnqg$D^@y;N6@LtU6xfjfDEcVPou(YPpDqpipj>u=qs;QDmXFkRTxY!CyI&frSa)MiNsuemh2j{9Yhj_hP5zXEYGy zmxvOqXRJS*2ihWnIle>^7@efKAyyZ*0q2;XUuGEx?#_+afuO%(1f(Mdp_Vh`N-!e} z4C~z8WStQHz|pCB;%>Hc@6DOBxME7j?mo;Q$IWVfM-`K_$ymu<1!z`ts{26R-ARd%ChFnk%R2Xn$=G!*72p|-X~4rJp=d=+^=6u!!RA*g8v@-o!J z;7C!tw(#*)MP^njGp4?IS8o=t?p%~Rqtq|L!|tf;t(BE$N?eyV$$e6K}an1n`vC7YnGTg46re<8o z-I7iQbYb8QYABdmOR=bxqBvdR90jw z`-`!o?p!OJv5`a-FTmG?a3(a3xxBjuP$3EyS;Mp{u67qLDc$NC$c_?FaqJyGLOA#S z%)vqye7tVJ29QY?HKCflz>?@C?O(I&&TL4W!vcF>OWec8t5WH%L-JvNn zP%+^}iDtIq5^mqTJugW=uti3QkcmPMfZeoE$Z!{&(zE=wH+*AVqkkl{hk53qOgvbP ztjx_`da!c2B#2cAn5Ee6e1(OEN!=sq?hhajset#-M7s;V?sTV?y_8l&&#hEe4@3a& zpfG$!TNLna2ZiZ?cVC$~U1r0S)(UA>kv21`a2jDxra>V;7ukZaFG#wZ4#EL zCcLQayO;ryGF#^7Lx>aF;>=aj-#PEhNs;e$&~GW8ikvKlQ7W=HNdf`SS8Ick0UmQh zOBkpEdYLPeY3`D`dYDdTvul4j8M>c(^U@h*tW{(;CK2oqfoFmm0Lj8EHVR4ct_#9E zdlm12l@6yb6A+rpy3}BUd4gjc85@ZvjcEvMT`VBw&TGWzX zz7>0}4X$3fkwcWaR@c(va9)Ks##6f2H<^9~`l!7?u5?{PZj3b-;U ztg2-Fw>yVe7})#$cg0-4HHiBg;L0rN7Uvn@FTfA`YnoMf`*nboQ>P6EHo=hD!RUtnF3Tg}9p$IHv`T!Kv+by=_Y5azZV#7!A4i;Mn zY?jbb{H~)Su;0jS=KAI(yBk16UFG%gL^J`NWsKv1G+$+4yN1JXTT`cy$W zZX@F*JJ7djq;9z49t=`av$mXlJ_`>N+pj;rwcYM_K`}9KeTuc-{yvmF*Z&Yi;4Ac; z5dphzq#xBg%W#Zy>y8S!>vQMx?$L=PHSLB3ICjN-MCd(&R~0cll0SQ7FBZ3O>t2L6 znC9=4Z1OSP*NY~%y#wa4n4;@La1Tj3V0(|pGh;J&XR>>DtZGM$V$%NZd^P+V^L5Po zV9fb8Awr$ATm>U9qSZJP@9Jg`}TWKYXLG=q^6<#T|;pObZ0XJIjM;jtF^Xm5DRvxLX{J_f>J^Su`s#TRjtCb{Kx@oV$qTPl#Er@3mWqkX)(h#WN=2|ULAZ^0=dy1X;)bY_GgaSzXQUwdl&NQ?m zwd%WddnnTj_?`KuqV`%%L`O!|tb)pl#TFZmRcg{q;w5tyy&)9=#lb1cyV7741HW2~ z^lI;uW6n;n>#B9t?D$8B*zFc}PZ*`eV@>?O{^znpQQD!@MJ3G)%C)|E$G99RO@yMZOY$-25;@;!x8Pv;H1aZ)h@4-a4uv9b zV12sh5;??*BlBP?G6o8ENBu7M=`k{XC_qg)=adPX=k{^?D4vi6XrOU6k`_LBQ%=z( z_**ggaLyhMB-dbAZ_c(~(jJQPC&NtbrrJR39|g zKiv9UUq|)f$u8lUzHI)zc?YuQI<1_XscCp`NIjiYP=QaB2K1_;X7@iic5y3ZI*B8|CYJszA4t2XDJs$QTRqgYN#kAJ!*sovXmWiRGdj3as+8JKVUO7!y+8sRN>e;A{e2 zGd0_PPlLPl32_ZSjYl_flakq#g;X9S%TsRunx^BN7?32FswX-#T>I!%s!i%{iE6b2 zpPw!)DvykQr)XP2-@iXA)Y|Q{mNt#YS|0g|*trO@6~8I}lct1}Gh^WCNOqFGdjI8D zvy3oOYVIojc}|=VJn|A5!~P`KHZEbRQ720#;sF`w7OzECGM@%IWkXz`q$W$C^hjk*H=K0idru7|kz z-%Ur2Ho{lU+5pb*dRfrdA60KJ z5fW0tQm&_^d5|+J0*U3@q#ws#4WX+gE4`4#i=6ehbOKwX?i&G!M>V7=< zVL)EGB`i}lPJoE3G_kvAV90jFV>TttY$<`PKY)RPCtuD}DkqU+Kot8;xv{e9Znha!8RRZ-EDyXV?~E5@CVck9`IPZ}^w23((3G*i zlZZQztdbI`snfXQxd27|*@ntxsJA|Wqi)7T{I&~GBFp^glYT$NDqLRjLVMzhY zL6p60k6E5S)N)j2P(e7zsWF_bSUQ5V=`ClL)whdz}706T+G8Dl-#7D zUPPWFVonmz?2uF5q(ANs*FGSPaXz&g1H?*Tgr_!%Leu3$^UNj%Pg|FF({tESh(c5< zaGF?cXTrF-8uRAV@pP&R&lv>jgubMohmsl3+kQ8h6*^W|1X&RETO67AqCn`63`I77 zX^e_Z8t@vdeRBJKah8OkbAE-)Ol4pjZ1s!$F)g|4gg+geT;^OSIVGQbZK(35KV#Rx z;&=*S?FVV)KLm!8E^sV$Ej12V5vm@;wWzj7wgMlfA$Woq>v&C z>h`C|OgJxiHDT5q`KHY#t5A9po#v z<=b|z@-1T%CU?RT=aLe1T}C*~(RK2Cu_>ehs}4Pf)4`1W>_?wWMgFHEhW?EyveQ?k z-AcO|Mk^%rs69!5v{(;K7={h3D4y?dibVg^Xjb0>_zzu#sOcheVp*A{@*4l$XhnG)=0Jq{YNy z=A^Ua^b`FO$485YuL}6z5_@rlg;H}9H>heiBxICqxWi$9#vmUagyR@qONbL;_VZ*; zJX>=MQDmh+v$c|)k@#^kL!ib3m~P1AQ3#s#(pz?R1Uq5dy2C#x*&N_H6YP!a_Hphv zVq294s;LVD?dw%DgzTgkEnl0^BSY`6q>eS`H-d{Sqx`S8eX)mcjFMV**1S1|8z|O3 zR-l20Gh*$Wq^+|!Iz5QnXAcKK7)zhEascA|LCKW14&yY_Ok2Al@_fq=>#5xpy)wU7 z4@xrU)A@s@BR+*cbqwIE!*?=EP7o)nbRr5Z=hCvRAYzT3Xx;5Xu9hPwe}2;2=XmS3 zZ(RV7BZ*uOX$ps@3MZq(&MpwQu2XpxA*1TvpZ+Z!Pfqg5n6&p9>j~X8334mcj=Uz$ zI+y`1L6t(BhyGZ%yamTancRBNF*FH?D2*sj^me#Lb=q#WHhcQ|O%F}RF61qiAKm70 zkABOFxcf-40=?7FkRO0su(SZqL|j-42}e}O7KAZ5I4D}BtPZ7T?a+SmXSoHZ%_Jg4&pF8X^ZW)~LC<2e>Vb=55US$R8U(Pl%X?HK#l2iJNr3 z4vCv6@F+}c4>6Jlp16;@5&NZ7`yRFPCYcGXXC`orBC6G?wj;~F@nuI1+~dYi<_y8V(15pyT4VV|F*eH}4H?~o0D zGh_GF8N0jZ@Dh8E?yqWSPDD_yZmKDX%vz#Zyq9PqJ**>XukNa*&=YvWC-9Lwfl2CI zob#Gb5AQxF|5Gx?R(nAq#zfv%ksFyHsJi<-VZ97Fe^r)cy~^BBg!uC?uKeu9m^R6> zH=Hz=Xo9NToB0-JBM>jS;AD0zRI$j>8S#)HeZ(;mpv~iuu{%qn(nT=TP*4drjtn5c zSIq5Q4*z?gJV_h8f%lHph9u>eyXWgTp8nLaI&`J5*=@iNz;!Zw#P32kwWzvdhXNhXC#=aV=F!x`O>ub{I!x5+3?;Lv>dVE2Up*A*lM zyVor74lJW#>t8}yQ@oE!+pMhPS$#grT17UUE07HAAi?IO2T8;up{UmST|mCvn3{r{ z1~MTwq&PiC%)CtB8U@UCilXVi)DrzpXnoDW?wsF8^6#vjXQKOkUqb7u({oN`1QeDd1}1LCmvSO7}IPvFvk4z3+$hNm;i#*s0_YhERT5iFkT{ zP>?U?T-f|4I)L5i{HBh>uW=;ua$5U#2=zk5zP3f-jeI|w<`=8E45k|GDxASR2gh`UTeEtz(E9#-ADepnmgv3ilou1?xz zJjpwT`qyeWLoD7P?d-mXX9>Xnj#hG4DnHtR?G^m{{A0K!k1UyDc((X6SbO$#>aXlo z`_@J+!BQ?Tt_*(Nw_QS`p1OASd70PwKm4+gH|0InKAy;a6(uDY63ixcqz`4YMD{l% zn+@_iYA{5p_tA=!COiZeT{Ax~(VLX3j3DI{*KbU@dSF(PH0>!Rf_&ia8x4MWFr>7a zNSi>oxCw-7SfR|Xanwk_GznEw&u9a-H#L~EI%AYb&NHT06G4Xvgjm1T#pMRtw$cwN zL$lLsrU1|4OlH#Dr&K0oY<*x7l(Btjeut9=#82D$&*~XYXV?s&A(I#+>RTTUY=gGv z`=gm2@;j_Qbc@2+T?o*eU?U~d*z|`|?YQ>uy>lx~T&>dEH*)gTIJ)ld18^7j1sSJS zh_ocO-N-BoG19d=O?U4LQAw^*Zd7)5{egQ~emUd8(y5BBr4y##%qI6tpSpeDDD{8ejq7arc^dLq-5wns*XFp&lNI5imI%6r&4TWP$!ByPCJ_~B z&4;ex;id95a&n%{Dm9>1>PSMx5l+00)F=f+T#!qM3WuYh3nas+C|jH>K|KLaDqLyB zn5}Sd@4B1npb7&5*S_xZzWS6CoXvOmW^_O5(%??~e)xd$Pn}DLB(XO4Bh+_6p5?th zO_U~k&YkVz9G)3WUk|8zQ+DrsS)W=E80LjXSLG-&r%{^k_>OF`gKCZhLWeeDt-da$t{-*0gCL3AS z2By&(XvlpZhUkyWh%Yi8o-9#d-44R0$S8>ipt@0Y&P=HW%kyp@wqe?LcV1;>?4wtlg=O#UVh3{Fpqal_>T%yC*4Jr9c!*Yl@la)eDrvW zd<)Ef|BogVI4J%z7v{H&~E;I}n_lMj7g=?d4NIU{jGX_PSSc&I2v3cSE!?K9%wz^FfAna%Rj2ulGWwHz;nO zO%)rm6Zcc-lLJ71(%bfo0mIviZ_E-WyfsjY8l`31_%VZ z1+1YVyI4T<;|{m(I5dADMbhE}4wV}%1$c*lTXc#uA0f8u4r~%_doMuTtpsrc33{3G zvc)L1?3cghGSQF_vE^<{Nj464P#HVLf_*m9#EQ31+0R|lIi0eb=Kg-&BHg!x)Q<#% z!xeipOe0Z?>PF{#!_JWp^sv+ha@nzc(R)%dqeW;QO)~YqmiBqcm4U7x(nL3 ztP!#?P76rB%cQg<)$Qwuz};%>it=0~Ej0N(b^eSX8)_GG9UhsBapWzgBrwoPPN&zYiRK0-@nitK$Fyi%&HiLJY!g>9$S z7(&S)Ru`h;C!?(vidx-rH%cZk;GzIna}=Fgg{$|>yeb@G?ui(lHZZTMxrDFRF+24| z`s!ux=I3}@?`^lUJ4KgUrBilqNQ4Kr5D8(bd^wUNsq$>E zAuN24-h~$J`f6HFzlkUEH|J?6dFTc$+Rn<1JF`77euL{nf#Nb4Rj^{ua;fV0()0E_~QiqrBdkn#x?+ zK$fm?M0J+S@r)rM!Ng<7_>L-FVlfUempSfKhWl^ zy%kWN8@tk9s9x6Fo47}Y{rUETP%DCx4uVWZKrRCq)S4QJs*SoIcRy3ihqXd3x%fYu zd*6WlQO-guei2x}if2HneVlo(2{!07(hoa1Ps{FjZnagak1zs-tg*YhX-bp=;Tg^WM1r4Jhx2K+S)X!tRr|$>7J)!-x z`F$lulr|lJO>!-z&qSq_t=LT832FYm;9nxg60pJ#qm1BNpT7;ZeRCh8_6cWS{+ZTM z?4;gpOj4QY>ko@}*d+_1WPAyyy4txv3NBo5LA1HI;OY(`>YK5*5590j>*V+0MYdQys7tp9UAig_H zEPXk3TR!Y1Vud?j%maGQiPNFp$w}VA^2sfwn_Ef4d9FK;;G-*kitwc(F~)BoS==to zh+k;;LrkQhSw9wNx|{oY@<>}W*Qggiaz%E+fcM*cm})y?y_>q`YZzE+eeX0}n}JE) zIK^uxHDTaoHGpG z>tFILv`p32yCN1ac-R0M-%jus&w|Y9*2xsksHC8~&?e%X-Y+a-BFOTH_wWx3iw!FG zl<#!TTai;H|I3`?mctBV)d1dA7T!Z%>fz)FR~F^?eN)l@%={)Lo4D z>ztglhtizfN*SjAhGdKn$aFwZoS+-PLuELMB%4o}0jSLW>U1obawq}~*kx>>_=!`G zW%apxsmIq^Y@<;D2%N5_|F)*3iBp58f~O#VTLARZg0sBZl;W0ONY z=XF@3h2Ue;GhKV%BI z5omFRw%iMtQic6W$*7B$q+naxlXC4Ej{kKzDSXF@R?Mo_H*3W>7P@rNzbP8;D8qRa z#rrH&E@RV8hssUm5!`L-u?KShvTHVG_l2m#GXS&|=S;kd%x+m6W)dL`+v!{pYHUGn zhOS>bdbmITx(kS?szB)8F8RM&1Q6=!8S#KK+s{mNSD4Sdful-hJeeHf9GnnppyR&$b5lwaP-ME8F9`u~@ zKEus}>`%Z{z8wh!VNMxqIGsEBZkPY^0F#V9kIjn<8cHo#dVLXDfT%Zvv*a|J!h0)j zWr>f18Zw9wPy?q#WhlTQC@K>jdL+=%x=Hzz($DFtFo}L$2Z( znZHmq>zW(?WqjP3!QYIftVpiVO#t(c=H9nnYsF#O7(aE75f>|}Q9_i|;U%wngj~o* zvh(!$I&!LUTiN3#GfB_;|B25iltB%Vas6*9^yU!d%>$BLyHN_Sy@B(gC%Lnge7 zH*YbGmXilVC#mokJtIH7DE_5#dYmTzz6fi{D5-MePL53)IOXymmx_;#6W%;8) z-xst%rbo-^jO7yyIcXc%`MIyZU3DcXc=VQ=Om0nTt8PWV&ju7RJ~A28i3VDA9QpG5 zh15F;tm6P7VAgPI|x`YZ&%M(iO|Nxe7k!qjzpfqsYxh6B~6AJNztpE_YHZcs`pq>I0@%n zxIQW*lI|RaNCxb}D0NRt=AS^}m6`^Vly&qh3d!fA%%|z)wVlUoX_vf zx_aMZ(X?b+(4zTpW-&MFSqewQXgIvkieC(TSQtg=7W+zuuHwOn_i+ORd2*s`UTtlr&YUlMetBF#%iSB;AL=hEt1CN>opcIX9#9byQ%;*}e(SlsvIq?p6i zV{EHs0yM068H-gA_&q%8?+kL(Ig#1`W^n<@fH>8)&kg4|Zp)?<*p~qyUK?10&>eP(h9mFli{lyi9Z45UXi zYn87`!SRZoqQ3R9ih4KuKryzZ&3|%*BPk1EzdLlz%FkyTLsj+BllDN_l7m+Cj%0Et zQ7-41(4aoZo!oEzPsA0t>yKFqF@K7WV1?7XCnDznvknPIM{Bp6uzJgU1Psim)p|?8 zn|Ow_I}-R7&h^QJgXa%e4k6GL`$tY#BHSlCAH0p zQM>i7*j^*n!KTKxy&MX)dNU1{6N1XsZ_5)nr)RuYWYV&*%hrc9}8yG=@?uhf4oc#g9;0B1_}0@9xX#cVZus zo9$~85zd1|9?}#M$azHn7{oTqdz)jMWp4DFjKY2Jy51A(!1bm0$Fs)0Q91G=qr0dUm1LoKy_)C!Vb`TWze6I!*R6Ai>nRSTmmTq;0{|UgvaH zlk8sR|E>|N-P{4EH2<=@BUBV_%+paa6d)q&tYHl{zr6K1S}D0ztp+W*w9BEp}4dF zqI8qsCx0{EJstT(Gc|36oJWV_$J)@WT8ZhRqdqLE+v3cy9_hUAYrp97mv3}wc?80(?I#Pp0s;?#oat(C;udPR>ew{XLy|zT(!jB zsUm4+R{$POfl7DP8h4hqt;x_oX~Wu#dFCIAxGvVPALP$umeX zA*xkwAW7yiWb9WQyZ69DqS-Q7R1_v=hAI*(FsdMrXfZKFs|Oa}{R|?L9xLmK*84&- z(0pxOADRw*LOSD)&7F6FBK1phBh~s`;jWFdTPf*&c3TvSFt{2w`#9X9%1+8$UN+*? zjWlchInkvnJf&MmTa{{MRdav(fOY?vP+ml<@!vpd?2)Bdv_93(Ct_DR;c$7j^83gj zut{}=#D+nN@*I+DC7;!+sZX!I>VGyI??EE!$%md+{ba6=;@8t@-LsvtGLe zrljWb<4PA!uBYssph^kKI4WobR6jSlLSDG?RF!3yd(XNS=GA2bc^^&(43D}tbgJ$w zPk1=>YN(rYC7EhJrQ@cv6AY;hnkqrm5yviKKZhc_8K(*Iz$;>lIfDDAgg)Ia(PRRH zFVoGc_yr_oP=qb=(u8E#h0Ozb-SxtC8JmTK3M@KZzRTiSlXjXhgVY ziwQ(OKNvW+8F=V%hb9Cbt3L%i%$`7&sGB(m*0-S`$;$MBIBsBPaDIvWfRTZCBpvik z4`@DKANl-UXL9M4VCq)cs0(B_@Oi;ckyJt(UcX{))s88!r~nBwdqV|oNb_vN>Be^6 z@k*GKUWYy9c38wFUmYv1*V6s0_C&l~Xfxc?jhfx*mKzw_dJN4ylKKt1y%#4%W=Lq&8mUj^iZQ8~(~&%dg$h~7c<{jD zl^FnG_$t~xI0u+8u7IUjc@GS^$_ZHXjd21h&fHO9Qb|_VU5PlUEx;JokybrakQRWB zb$fP%#c@vxM3X1}{LzY2Sazg0r3KmE8^Ako>g6+zRHf8QD-ldA74q9i@mR<{P8)8| z-oJ7Vnru}f+TW+rJq*5$vk{UBaBeX3XkGj{N;1hp$;sf4KNEL~4$@5EX=+n8vpt(f zDt`q9&gmS|d{AKingtsMwZml-p)e@WJQX$(ZCyl#2%pnAfkWO=H<)3R?*BHc+a)`U zmF;)QF3m3vP-k}D8~8PGJz*UjED~*0FMV)}R{&rJg{$Y2WJ~TNpd7fMwxnlr!zaxS z?<6fc-g2ee%51fpk&4Z7(=hCO$?UglG^r@wY%PvOf_e4ni z`Q0ce8@jhgqw_LefYe;*-Vy2cy9D%-NxmqaY{DdAYu2)ivh;QRaP+>OFX1F2Z1ZeJF1qm|DEC z!9^tKalQKD6d^(x%;`Sfnb?Y=CKMdC=h=h{$FVm*vvr*1t)bEhL~R+x+A95*Mj_WR zPK!bz$F#X5ug1SOI*E&SZ=Co$KxJmZiKHlCYJGHJ?4GhoWs!nb9^M>Zo#N+ZkcBBH zZcm>u?!-)Ff+E;)(qx$YQXd<4x&p&dLmhEG+ww+?Jhijj8@L1PB~@%=igY7UPdfg_ zOJ@M6FrI!R#2Y#R+toxKi4cYjYc^aF3ws568Dtf#8@xzpIKcQBGkeQn^@tX5_oC9z zvDoX~X}c~l&yXz*~SL?M(neNd=6ynUG&?w_`ri$Az*?EtA_a(PhIU=~)WpA39 zj3G;E;d$0cZB-e@9jm*YbJ92h{70%7A#y(XSQiGO&Cu_uG6^nFDVSul;hv|4;ghFUHalZ z5|U89pKw~jqiPuRBHhAUmEv3vB@s3)`cGzPq1ykB2xFg;vZ2C@a{!L)9Ni=*sIIN zifxxjioK%?W+prWi9wDf`8#%0UzGS(l~&x z+!xC7W0UyGIT$MEz3-0AH+|)+BixXE%6(eyV8K!!btW(VY|Ky`rw=?aHt_~mQ!A{; zNtU6MljUoy?aYIOfX`kE$xJ<8Zamu3u}Qq>?^%!srq}5?D^*i$c`_eQaDliFfw1xy zT#4C89^xbC5F2Rix%c?ZfEm(QhRxiqwqpy;8U)Lr!oOUd2U@(O=R%zfsIyti${i^u z5rXg-*;Og)wJO`mQPcZrb)wDKyrU~YI&EMTbUFVFDL9l8HMB{K&+*dYuOo4bZ6t9q z!VaLo#XfXG4L?>{qFI4H@Ahg=TFP%{+tG+&P+(oj5pZ}Cr5FPA9}-&5R6}GyuZgQ5 z%WPxNIkEwz*onT6u0*d22!BTX{jL}J*=}AE@ZIY)S$o*o&WK`AxiDrxY9Sp8Z%^=x zuaVY!nrgiSBI=L&FkT3~a!&yxm~sAOxcd6Ae_KDTiE;1R)P_N9DCcW@o+IedC;>lQ z13_GQU52)C3eI5Pp#(%P!z7SnAY~op!XZl+5^z})CbRH6iN;A{w>!BMxxL2JvL!{jj6Os4%uy?+I}hc(grt6pYFUNifh zQzAn+dd92xCgcYpmrrU4RK~kj*G;|j(o#uv{!Dh7Sh&Nl5kW zNmGn6wn*94BhxGzbfD?abvovK4ZMwUABe2f<%Nop1$YnRRvUxXh8pH3R*|^iz!+0H zOTLj&;k3vRhHj3`A|@=;V+a1Ga=t`lVmdLgn+M1zvgYD7f8G!zC&P`ZsGo)N0la@nLm)3y5Gh7GSel} zQ?C7`iZ4{+Exs?;_1^~jJlSDpZemR}mVEH(;u7}oJ?*4KzB#g_LtjsFNp~Hr+;;BCIvZ4XJk;NR2nczHxJQ@QYUumce;ciVc_O<#YQ149->rR7j~`9Z=FE@=f|&) zmP(X$><5n?39>_2d?D8Hpge4IHj+i=eW#YSZiRtEH=WudXQp)O3Y@Q zRX8YRjGBgwZX;#?W|K>nM;6l+lo&@Y-Iy%0<7-wXQ`Fo9)xI_)u=Z04$4Lst3J5y> zqlqf_NyI%>F>KvrTeDK@$DXrExh{T}X=*LW8Ojn_@~g`zx`>*n%|QJ@WT>`4_4wEU zp-z5HXT<*v-4G`no<;Us*WiDth8nh^KJN5zslpDL%OXzsIhJ5iRB~>rpBP-?! z@bLf#4X@{yMC8etGb=CANt~(Yuf5)l7Qc_*Etv^4>QWVVl%1nF+h0=Oo)I;O(1Q6(4e|P zKOf;^luyTBV4zjGJ$&6^23Mu@0x={*@lpTRf0Wyx>n{D0%8g;On^_`fnDMK7!v=Kl>!BIhjEo3FjGF za|kRsr*$YO|B@j$;;zJbkx_TutJZ>?3ibLGs6pRpb!nXbkoC>^V~zktuCd z@>_CL-DGw6JRy@_?HxI>bA#hUx zF26RyZVICja7OB1@sik@-n8DV6Z(7_ocn+~`W}G65{`ae8-^nh*KyTf(%mxhJ2?|h zHUmUW1t~i=Hk6QzTqOqihAQ}uejdsy=PqI|vdYJ?^c#^hx7Z14%VcAIO6P`#43Vq8 zQ`e6_o=vzMGuQ7P>`wjtNCAO%%|s9HkAxS$lY>W+l&~Hd5~h%PWJs72)gv{r4e2BP zCX+n#Xdm)>>L%ZnvkNUl0q)uFrGXscarCt?3|E7UTNyMiKcz$y?xZ}F2oH9^iaR`9 z+)kH^H0Ex8$so01<&3iK)E5OpINXrXj=LGrZS>)S01P`jSAEPw(|}thgG|=2$IJ;hHbk(3w&&|EbYPb27;Gsid;|X|HOw z0yC`pxvV(MiSG|NW^wi`Z|+$O3Vlb%bMnYcTg6VV^+!0@cPH3Lg1;wV3>;vyVU_vr z;TCrg1(<;Q9G$;wkW~60h$DoRuEwvi2sc6oP`Xe!IQ@Ed=6t(WAKu)=9bOMS8bB-U z7&sQApQuy@YWnp2TF0W5P9CRMh^Gf9bT#;y#i2c5B%i_F$4BHw*gT%?N;e!wf4~Yl zdpa^7L4sZXGz2BN?`5Zx5XN>&qe&BgRZsr*%d)$ODx4bXW6osEEdmqX` zy5K#3lFZU`?P;A%h#n;n1YEgMVh88SW!9!|apgK{=hS-qFG?895E?`1DOhR1sKG+h zn>pe%XXCJj!FsB00kD+vFFB&^Ve+|oo|7`E5hccHMB^#^pEnf_5{pyHxZNra{-iB zJB#OHz7Oc74b6Zv-tBN=!?XFT%TPbfP#UC_V%Ci?3ubE8J#82b*)9h-R`(oBI?2!K z9ba^Fe)f3rEU0q}5QVYgm?uA@WJbcg-Eq%zMwn#GyuF*^8kO;*lUa!$Cl=dK5lDDz zD@Y?Cm$BtWv59QG1s9JX{EdpS)weV{Y8vG8k0BpY4$3C6^u1LOCWYs}C^><&Ucvnz zEWWNMq;yOE1X2^D-I4v=cY@FQoaPCOt>2|2rfYjNH^G-OEK@o@VgFKOGS!kc{nx+* z4g|=jQq4>tVbgbq1AcGgnxf>wE3miNXHh-GRw$JnVxqK>j9VUiL-bm{Tj2x5;5@z( z=|SBqc*pP{6GG_uNnhu9TSah2^ODI($Da# z@yM_FN~AH7c`%|MzhLyN5yD?%DO(4zbixTvyz8su2`8B##wg*0?Z{`FZ~}n9V%*$% zT%|5lLm+U=&YV+?useLVH9T42Y}79pOp9*(iHwxg4v3R|F`;~%u|&4Sfm4w1gr*<$<48u~ zilL}O+P-I^$0adD*?k#`9x(a)(D|O9*cmOy#ek;g38Bl)Kz$H`5#yyZxELV;g~66; zOsig+kgH@{pVNuR2~x=Hw0_I$Dq0u?`+JrMd&)o>EI)HgPGB*rQws4I@2A09u+Eh1 z0wG;z9{*l=dJIC$EMAm>_4G5AEMstWJe9X1>kxnHv%z(o&E+YU?gw)VjqX4TucmcH!E!UhM}oH4+Om*9Gs$-!p3`jiyar! z3a3igkrP(JnSiqVr!_tX7o)p5OBEgVBR-tZ_C51UvKCtO4Vyd`ING@h>Wc|R*9Gd3 zT%`jx$Z@!K`RW55dvduQ(Mx8X<#lCDp~PXGRKi-G&h?I6zcHS-(KYDy z5{zFDAu(?p_>OXBHgjtBR)X>(D?Q7;81fQ42)?ko5_ij)_Y!ch(xm-bV}*Jqfqqoq zh+O6tQl2N2hj{YD=W>@J{l4$;Oeo=KKsmdvo@T{-4{jnpJRdQkd?a2UC{gOAzzvCE zZ>yhWQgc+9dUG;tchKqDD|g4_`j8dGznK1g zXo0A6R{V~BEG-plQLgkoD%!oPHkuGQf+NrU8N=GmNT`1+ls10-R@T?s_lk7kpA+gm zag#rmiH~T+bxL3L=>zY?^o8P9^^n40qJ1!H{zjwU|vC~k<7I%x2VMoQpxs~0pPI&StJ(rBu zF{V&_3lB8`j|BnC|FR~a&w?qKdHVOqGZMFJ|0T1H)jJ~XDZo!gl6~XrEoXWDRfjM* z+`C%Rl`HDrabV}+~7y;k>JJK+H|C(-aS&2`7(DaTOMNdZ?pnW zxO)3650PS_tX0WP!iH0j<&$Y6>8IQS&^w4mb_k(yq_b8{l?NJxaY_%84MvTeo0o5p zoGLG4!fr#8p6??^?^&Qne%9=OZZ?+R^}9k)F-(*p4@J63$RAz~Q8ftRMMeVh>!2&nm z-lFa8Kzp0W?W;1?K<{Cg-uqwJ7>5!L>@H?J)c`x?r{(*!V==%l|7 zTd=w6_lhY2%Si54236`0l*<*c{PU6gb7%ARZwzJwqW}TtK^^`_V;c07G*^rbC@q(m z`IS<=s5-UJMa6=L3I-v~RI3?|y6cZn&&ZX-gplJfD7YUQUyFvj2bMZIANJ+?BDgs< z!`F9>-fK(+*PBUut!~+^try6E<|W`}WyBRi2XJ}d;l@_27hEoY$~P(QtYi*mC6>5y zEp6ct9nF#@J+DM`9{1)Q9jGViJVYZD@m6}BGOI(>r-MG4{~ki7@K|)Q@!t@F_MYA2zDu(PdFA;XQ2F-la1YfFRI7&6Hu%xMU11pPQq8HgbG_b%1Z2 z$3i0V#)g5Hy-Tj|FP~mq?!m>CTtUc<Qf$SINLf<~IvFX0BV>A}{ z7d(1nt>oI9t9ISzqdFuR=`&cup)M&t$Y_8RZeNowS7( z*N)??W064>qXUsMv;!4`rt@qMkH!1Cm|0NX|7RObXFjFkd?t~M{3nv*JpdD-=LeqI zTh9qSn}=YcDsr?ZO99UZ2=K1k%`!a`;O{i@+HuaPiHoo3T-;^WROISoN@ie@Cv*3a zBtmmWZJ z*b+m5iiJcOXKouC4ICcOZYuin*zPyx63ob4yc2jt{=coss#B$xZVVY`d?|W$2%WWS zoiGZZCK#(oN#Kk}+mc~ z9uH4-3nx1j+@~saS6!yoDAu^M-6Y6dW1Siuo1D(R(p?<-T-;Msa!?k^3r2b7t_Ozi z|DEep9w7<;3&kHeRG4Fg6}*i=QrrosTXYN&Qp)wNlv|1?$K?Z^$rfRhF#^Gv3m!Po zjt@RoprN6)xtGs14-kZqT(9&yH?`0|0#cCQuU?IN8>9v?MOFEd;|nifSd9l8?oZVY z9}x{~XNsm?OCOnHWtpYhkhmT(+l_kKm)AjI%^{~gExV&Kye2Y(8#@HHHsbO)6DJ|z z{{7nzSwNC14vw`T%9eK=A@I^;7 zDFRDRkgNUgM|1y_VA6Z_HEtlCBakHAY`_k62)j!dUxV%Suv&VGSad?w#e8ZW%My4H zHvb@3fJaoS#c{??{r6c&!|?Se`ZB>+U6Tj!a~`UtG1->qA?fwiRG^)C@yFIYMnQI% zT1MOjJX!W=Gj=%AQ*vuuHP>O@5l3|8+4uw*7BHnK9Bw;>^l5IWuT`15X9UTMBa_N( zxCl}nU9ZE9`Ie`G_KPbgsq54r1Wu_hKz4*PVh-A-qU5afJIych<}r8n;y|cVp+Qa= z2YrG{tK~Jo&BI8v3-j-E?1{u2|G?AR@~g05gZm}TX>LqK6OLQPqE@8p#L=+kw;5=T z>w1}NqxRMdTN3=q1pYYr&N_skr!;cdzlyxEBm1;Ie;uUew;D~JD z(DRBj)0kDTq*D0yZ$cXg9d*)-j@~J{dF|Rpo#)A;wtDHCUXVQ7rT*HHO4de@u!#B~ zz3XKdRT{i=umU|sSh;jZ$9#9XlS?KoV7uBdF&<-J5XK@Kw&5m^x_saD-J_%DKh2>d z-FgVrkZgmnMXf@1lEj%KTa1dz_=Lqn z=tG>@z7WZhN`I~PmNaG=C?Z?+>}z%jKO>juZf_3!la;H;CzjaW-bF-N3|gkdY9_Er zz5;R-njw}nFQmy$mKE!vsfXqJ)@N?>-Ja?S=#Al4o6dH~Ls2*fLh68281(t~*0^tq zw+-|15utk{FHPbp3le0F?v3%P^Xo?4RDW1b3NYLDL%Fk^5u(HibCU*gXUpdB2dM77 z(dpxxvquTwt0(?;dabivqzo`ub8=1&Uv&tymfk&iv(XLAM)wHa{qqE*h7rZEtm(k6 z>P5<04U+qpUxP^Qf=Y&ama#tp5@!|OLU7t#_1vA7`%B|NS6ATvKvi)> z7>F|H3;AcJ5F*o)pG3NxaFgq8MX|j;2LwQq+KNm$iG~xKS*ZGFA?B37keexerfWyu zavatIE{9RrS_7C|8dNxj29RD@Ce;xe8%0 zvvHgPD9zOFQSr5DM=j{KY}D@28(v&?4k4>fOnNY|JdcdPBm*a0(|p3Ax%}5H z(d?pL^^U6>%5qGs+*v&6F`H)?wDT4h*{E{VY|H%w6MF^UdZq@ZRxJM`g2jKTR+LOV zRB6L-XqWf$ewLgY0lQNE!0v~?-bcn8^l72zt>4J=f^eSm>jFY^8if%?ZwXQFap_*t z1+zvTe6;7e;ZVK&d+UUIQs67=Z`^S>W2v2ajP*1k6M9>7`_2fL^fJhCpy_*Tau}@M zTf~Uu89tp5_1ZB_^SGq;-4D0>8|O5EQM?R6T31W#EMSI3-WOSPSnY%_O>1G!USgih zWfO7%{OmNn9zjhfXuJF1SH(5*_b>OY+T^I>=is#T_1&yQ$sd3B{{C`qrJN7y`mld? ztD0daWDBm<8x}U(tyW;NMyY9;i(^= zF$6A&uZw~u(+Qt23CMJiH)m>PdVI#9+;#Mcj29OTC9<;|d1{-6$>#iL6XQ z$_uB4T^B7%Zp9lkNwH|MCvjt-$r255^>Q17J7pmQhbn2|frLh-8MkLQ>iE5Hj1kKc z)vOnfct+5QF|&0pc%0tGbJIf;7RUzbwT%yB9*=Y(AI?wrmr5(&(_O~BB{M4ZOSF65 zF}tKv7?H#ywY*0X+`-|X(B_3_2+=ifcDK&&)-!T?(k9kydQf)s_|QelTiwMkhDjAQ=!HubGjg9N8V@? zW*x>$ZrcY{Ia8YgqCyl+!Ir?Bu}~AsO|{l^H&~pvkQ9Z9;nMt`Zg>S*QAuy-(%X^v z{%R;C>e)@DrYVygtMKif8bFfiv^ne`Nhe?`QV1T*w0_ciK@c~XQddPuJ8 zjeB7g6SNA~A98)}-hzXt>mEd&sY0~g1X2+AQ+XA#b=<_Tc(Rd6ir;UWvLo4WNhaepaZF09+-TvEMWF>^&4xL9`9`buY zdo9U?lj5P>fL9XSFX?E&>t1JX6P^YHM3XlGRxn(x-wj30;i|Zq3QfSH=vpuw|U-rKzKq}9XAaDUXgE|YN8%FgK9;>CZ%#4*?UHVHHt%i=;-V_mA(WOm> zd`n@d+Lp`nEMt~)L*(onWfF{c(uh<0me?wk(D05Z%9M}8>Wc=LnSzNy#;e?D-?2>9 zdSl$Gqfh+}K9LfsR*!_Fr~;{Gi_Z&BcQ%#LLPSYxNZRd=vnUTN`_Bl^Y!9EVLSpI2 z7^qinS}diPM1Wr#g^1M~gINMlZz0uquXzwtzPlKAOOUIa55sZv~5hHNnXgJrl_)yra8I}OTHf#D=Vit zAH}u|6c^(9OjcbgCVU9#v(T&%RB~Yvm351yL{v4Ds@{2}dJgIhhSiOdu>^s>R(~=$ zFvQixXlTKKsw!Nd?2kH-^ zz_gm5%*9)DRD2%1>%1LPxVP^(S);^z=^jGdQFYNA{r8f|xeY_YPsPj{3Egr1$e}{6 zV4kG=1l)6j`08x5ig_hj}zm799i5ydWjmFbOG6ac&pV z&y{c87%<>kY#=(FP|n>p&h6m{;KGhY^P;!L?fu>yeg2k`4GSma$-t}8Hd!8_n~7?p zACy947Q&_th>OvBZ7lRbCYa5>dyYBx(~L?e-8h{|DQnwEi(dh(GTJ6FW0Z~sxp^q3 zw_~eWv(Jwx(s70zgV2+4g7ZV7RF%j|^{Tuok2;W#3M;d7F#2##gDYiaRugU98NDcy zb#TWHxg!tvbmbXL4SYVCsR#E!h26^zs31AO>DA4GBw0L4zVU1}!U?a_0e{`d_=BdnkC8qf$58Pr$iqLJ-k!du61skD3a{$p=W(PSK|;^+PUzON z<5Ur`i{t3W*wfAH^bt&Gk8WMp1Lt=7p6?dD5We0#QL!or#3vRG8`$CQ{Ss&Lv3E>IpOO#686Y!VL-mB#NwJR|93yDDni_M{7q!A!Wl!sPr?FyiKsC35$)I{A z9>k-bxmB%v0Wgtnx{FaafZM2xyUL3r*(d|oP4Dxw9=YJ>1f)WFeW({=A;o#en3}wK zhZz(S$kc)9rZXVL6dKpXXC0{Ez@c5SUq?3hM)qQ#hw9>pt%c)vnGAs+ed>tSkoDI4$RjTIb^ih4Qf5f_|rH|$=xJz*z3eT4K z$@N>qU?rYa-eh}^2=pf&tfO`%5BG2va6{s2e$_nSdwkvL(pN#ICqpi??!cXlnvyBh zC0bjPGJbo4Gz0={dAhP0NRcy;IY$z*XUQ8t7})HY+-VMn866zi(-tmfnrkE;Og8zH z%K@$ZtA{V>Be4|sWV8p|j51ZO_{}A>UQ>8i8bhG{H4$qst)%X<>cJ>L(c1>{3~cQp zlO7Zg(Lr4xAfmEOs@u7w4f#kSGlaEsU6cvskRw`^h%VU;16uVWKvkw+LEyF>>Z3_;h9p6|$gNVk29;fbWIc0Ia5YjaQ!b1=(@a zJn8HU+%&suoITM6G?Pe|Zkie2y^J@_XnRw;pcK2jiM+W;s;VSsN?sG<*pR|TRr_Rt z6-ia2eV=6d^(l2-vwSVZ)keI~swA_x7{Ui7w-$o}n^;uws#=<{SM`TXqh1nev2rV1 zOM0+J3R(35i(ER#UK96R0I9V|bA#DkGovB<$g(Z0?1SwwUX!+?DXK0Avyeq7D?HK2C zb~T=m!!z}wyCV-B|H*xM!C=rP(|2-#5qD+6!vI>^DRAJ76&GZu#`-(pPFWio2g&Z< z3>%xTx;nNKQdlwgYGA1wPV0I$O`$h*Act-&QzLcgHV_sd42z_|cLO8{s||fZAt3^_ zfA)CEP!L)?T|(-D%WgBnnk0*TPa^T_$jb163^uHC_W>ln!LCgI)w(xb`@BO9GTn z!R8X@(SKH&^DxOt4-Lw7&`xiRQaCvE@ZJMd`tM$ry{&Us5j@KmLd+h%xHGm6zhX0Z z8L`@Pp*Texcp}>Ui}V;<0ws&Ef9i>l765>&1IVtrm@`pV3&ram(KH{O92LAMAw)IU zqXKKREL!Bj@c`a*51m3Ok5acGe>9h@fTzRL730;0{fxt`(k zlshty%zLJ+9`tZ5&QROLK6!wOAo}}ydp-ggOeV#n{b9=_JhRX0uwjfsVl1nf2#S?N za@yW;%L(*LFK%%cLPU!npE#hFX)|EOx zpBCP>A__w2rqc@P`U*qBheH5>%lzab^R|5Hs<+XMg3pLn+bh6+Dr!$QKtq7lQP~~Er z5h=>aDYSyCm<#!`pc%5c`#xX=-ybct6RBg(i84PyTwU!S0STv5?|~Fg5k6){+iNvt zfm`!1ExBFB9nj=GG$1btUFuyD1#+GBxcN!MV9d&Sd9qW;e!=b~m%X zIcsZ9P1srLn4bG8dD~!S!-Ej+!}l6yZMyD8pwa9~JJ*DJHE%&Jkio7*nTAdOJ{YS{ zUd*_m1%n2tOulXcPr3j(hJ+w}8015j;^GLxlxC91`Zc2DjYVDL5@7jV77~Lp`4J$P(E1mYL3H-ZRZQlCH?F{?F4Gfu2}{} zWp`bS&Y9$;G0qfH1XSA|aFVh(HoIFhYzy7ttUVriB*pQeQ0V%7Nk;V+@W@rr$iFXF zf*G;o&vE(K#nGr5;~jP6i&UpW*MH0DYyTtl#gZUI@~(L34_|_j%vMrPk1OD&uBcY< zeKw>%@Hp{P?2qL`_>a__+QaqVrN#>b@*6u}<1wrom&UJL_v!7ub$LtZF=~RQeB_@- z0;N0^_hLzoCzpGOPaM2uEfZUf?byCtrGhMTk|xGzTkpWBUa^smI})L6fBng8#P(h6Rk z`>HM9mHNHNz}h-lGU0L=;`-sKh%>-X{jRuEEWti~{TKXxbCEguihVUQl zH_rI}*~Fz!JZ`4O=mf%dzv@F@RnJP`b4!rL>d!Hxr)%}F4(mu5SkRPV2jt{{_Z?BW zn`fd3pGg%t%7Rin6r?8E;pfnK+xB>jGpo^Nm0>?VNGrr>qvQ?{hLsAm=GFP(L!@z_ z^_*D#OQ>f{6&Mf5(e{2ppNo1de1Ne73T$q~!wQco3XgKxLQ}}Kl1g_W0)PQ93_%Bt zlGgH8E|v9CRA|(Jzo1MqLjm%8?+>u|K3l|g585~BgOL)H2E zNQ&nR&Mt6}SDf~RX~NQ$0`oVsY;6GM$g9;Apr)0nV0j4Ums~c;K~+?o(d-v|9g{{c ztLMZE7##mnQscuani}&xnLwOpv~9VMYWU;Y%m@IzE6I>C+uQ-F2UaQw53PhY>|L9i z|C%1FTip!YWZz@Ue5|9-bv?cA7kp9i0++l#Yx>~~oyxi7Pwh-kZzoieBd+EY*9oUAV`R3P6^g2@XK4$Y~iL$s~bGw-q#bfh*%+{y85|^IU zwsiSXxuk-}$`0!h$Ot&M_pAXl|xUTC>94{R%>0Hr(nRbc1gX%{ifQ z*g)1tcH1IYH;*=TiqY}EXdd~W3ILhP5SRT(rzSUw^q|7AchT%CkV`pAaUadz5rA5N zu5hP}LnHz+YvhKK6|{kF8@w_X8&uah0J`Zqi+gCf9X_HBmW`aUPef{jY&Et-9gdaK zS#(DSD5oo{FDaiBM{e(em4kV52W70mB!q2<@?s0Hk{!(FIo!>NjDRhRfRT8mn>VFj@P(`@Q*`zGrq36$ zw!A-)rn#@H$9-MX9(siDM0hB^qmTy&S7gh&wPFK(ONpm0!l@<;=+Fmu0DvOdZ2LwY z%EnL&?ou~s{aY-%+n^bGjA+W4S>}!%Ze-;lfl9L^#S}5M+l7!L+0bF6l$BdHKw*Cn z4edI&)&z(>9|prfJ~!rQR*{xQ@vxgc-k!*Q<)J8Y=dH@n1Ej6V`Lc>HhzF>L3R&y= zIlancDQlU^yiws)UMRDGi5TY(K5kvkOQ}AJ!8#osnVYSZ&3=7A=&VWNRRMU;9>3^8 zSP~1FWE{*XA_@2C`f#0(_5L=3G)uXPJ8=DdQx<=(i<-SImT{^620joV(nj5W(30?w zHTr3I$l7aaUIS*Hq_&o51iFrM4^UxoMh#ks!`}0oY~gyRgJCGR^z5*=;_&Zd=}rrJ za(3^=?h8TU)qa0+;&$~^?RoJ&m2A8$VSRDNA;%>=ORs=3+^?-D9&gL@y)6?yx|N4`*GNU0_i!VL0Tv|oKk`b z=sNDIXiiDM!~&G0L?z}9Id=*Mac2`qGl$@1eTr{`4AD-nAVod?bmn|C>D|E?3%vxc z*U#ln$(LZon}U_ep4^6`zE)_3&?T0UVA2`nU#r7%T#4RQS3~OahB%0vJ9`5notXuc zEMx+XN?Nb5BouQTZ0)j&5A$e%vU2k&#f3Df-Ft%say$0Q7E0h%{V58kvATS>OYJ9G z_s?IzcI5W|_S=Dho&P%C|-Q|#Qk~;|iPSV#7HXro#basqH57_(Z zVH7|{xD&VKnS6lzex1CvnNwM0t{G!pfN_+lPbWLrq?-rA-sf;{Hg!3AMxY)Dc+My% zjyOuyVM;`CE{R|rxn%lY9+^b_guyGP6Fi*5k8(W|^~pk`OjnqkPEtsSO)iiOrk{?^ z+eq)!!q15}F%OEh=Tn}@vuC;pa5p($pY`ZPIFd=-i>oT|RY?B&nOFc-M2QoiP#fny~G z4lNZGi{|e2`18AT-SJph-6lVitp*uB|NTyN{%xrn!JSo!p~U*_VM@n>VXi;t`WaJj zch>#m=!WoZpIpmhTKTx<8q_c@l%`SX8}SV}8&z0bFMJga>7b&@CoZ9ZM)kbXGfw@p zgB_cS`L@Duqfn=*;4szm?GV+&BLHT;rB$4c@|h%E!$bvoD5=E-#T*mNd-sH%fQOZK zC>7o#0B}uEvK_C|#wzV5#7OU9fXOHj$s4IwD@Bh@BC`n|xUx3wS4eMTREPXIVO=qM zA!W14DLWEb4h?i^?prfR>F9LA9mB;5|HveNPrxFwf}?|XuRFq#!PgoE6>={3Jnru_kirua`=*WeAPwy z@$L4BQ5LItJe6jeM{v1#{d7S1_^(IQW%4#o7wo#%9>b}ZEgAEUf^WK4a56#F8kf|W zAvNPXNEZ7o$_oNzi!y!-VyF8U2B?!Z2o3>Q(Y0fK`@=$oXpJk*0c?(M1HBQBK|un*;!IWIB|acg z|Lz3|l9qT|c&_{yR6iOk3t8&D*$w-Vv>$f)i}B3|Y@x!3^p zHz3%xk;Mw8XHlFhzIR6Tr^*MVd7CNc`Q6d|9`v-s$B<$_*;^KM{!0u;@1VL`&kOPA*tNgc%J*rkyIs+uwaks0&25r}ab^kSlFP7+h8 zy3XZfih`XnyUZMyU|?x5r*UBh!6Y-u5R_R?4Xq^(nCrmb79N!7#lR-R+-wLE#bmKH1xp6hRe)wCfKWwmbFiq4<=Lz9R4^79%tdN}vUgUGMCGj*uD9 z@+FUS`SJm6KH$T3I}bZiCKj0$%$txxcjkOZoV0L<0W) z6FI*{ss|Lgnh_hM>{JW@MZy}GPO3F&_mSGfAj!x#5iuj9pC2SfI9Vs*Fd#{*YP<*J z($@Lg5kr$2MSUQad}mM7{7kJSkZ)i*fQPUZq-5R0=$iJbJ(BjmCA`YK9`2^=J>k_X zUXR)(1rD?fT3m z?I>Dfo8LK{ilTEZ6yEPsrpHg(`O3x5oWFC#Sw3Ja9|Fxn(2J~5{*5;`YZ;!lO`Ei7ieaHZK5Bm%!`D-GCeT zK1Yjs_qcS)bn02ecEOoh2Bp1p8X#4|YMLjgiI3tLO~tt_G94IL9~B0C&>YVhfPqb7 zfdV+~{CbTsYIHIYFV5=wN90z4GRa*u+|&4xLDWx&4bj-|DY z)#hQKZ8IgO`EDnLtO@xUWh$%W>{aL4;}BV@)rlzQaCTct5S;|butb++b7r$Klv60V z5~@B|HM}JTaWy-O3m{`;$7Lz`i131zI`M5G!SR~&rR8Y^5xT%{* z5x0rX)uf8H&`s@5Cca9S9%%=;R>>D?_#}yVnD z*Qit!Bv9~(_Mt7sIA#0L9O=}BPuRV1y$aF!w>=dn<@)Gm{rfDs!{8%`&+!sP-m>>e zdCRUkjh^)rXocQmn0QT$CpJ9c#z=9-6JJxG2vS=~*C!)CxnZ*{MKlctHxKB@_AWIK z2h4FYi2_}x+C%8mk7c1Wtiy|+aCw7!nnSVz6p3gZs+^_boH7e@cE-y_|f)onJFSsvRyWB)*- zfffrkRd64U4KmL>jg|RfeH2y`^FJrw*xM^3u^Qg1GwMJ|Y?|GO`!k1dO;Uh&XJ2qj zJxRmDy`Py5&NF@nE*#pe$Y=7zzmTv^GNc;kK-_%SOxzjjr?O@oaC|v*PsCrQfyW1Ee1F zNuS!YUZnY+wutMJOlsP7yxJEhBrc40z$EIzXHk^Q8B)J*#DL-i?kt6CcXgp*?RaBI|PG9 zHmHae2RE9^aVV2~=AeSKbI&r4T&?&`vHgc_J_-$VPvmLT+h6uT3HmSM?rq(HzNt*| z7g2(ym=LdIo<2iw4?8;?mC}x$Lo)MA}6B!!a znTl?fOnOE%!04N;`KiV!55%ytY5qCPCW6$CeiL#yz}%g>`btxGA#6!?9WwO$@a3WI z+i&r@PUzj~iRA4r5y&8S2kdYuqFYD6+{y4E$knNdN|NJps+VsN#_8ltRc&CXJOA2| z%WwGKp4yzb6DrI52qWCK-aulrxh(Pn-Jbou$rfZ+*89|S_@PwtaiW7&tu<<A3p& z{UB$`$#WkSQU41CwS*Z?*Lj-Msmx+@V?`=x;(w;JDFMPUB}oA~zb?)FJxWq$RI6kL z7WcV%&O5aY`V=uK`(}tkqif%D*w1ILL<178^?jG9XZDD)MfS?&o}(1R){izGMS9+Q?(E`kmyKO5yBAR2*78y8B6Hp^8I3m+qlh zHtHEkN1N9VsPzJwt)pz62EHBw!BlgDAg0P|l}iT%h4RT~NKm4gJQLzkqM01R=iXlp zMS>Q|1+}5Fuu{1`5gsPH=aPiv#LSDE)(5D(VIG0l`)Y0dE_##*z4j{5z>P8(vc8S> zK$&taqpsc+0?!+kOp;j9&q^S@pVQs8*Xr6%&O%ndn?>%Hs3!&$EnbkrJuR6!3JrDX z@L%kjbLt=+*CjO-L*p-CfQXl`(KMhFGn7lwVAF+TqBar=FVP-iF!%%64g###GWK)~ zZ5;Q&5Zfd#jL{YBFpQ}?0+p;)Gk#Zj>9yGLe}CMow`1KrGwW{hjZikpMk_==xl~t( zw$th^JivM`M)^+KttHZ|tvTHFPu+uC?_pb6#@*bKl#peR5)$stcs)>a3j?>a0=N)A z&DB@A*J!fEr56fRw|FSF#MnmD$WS5+hhSrXr(x24i3C00;0?Njl>fmMBG3}R_q!iC zEkZ(t&~4!}LWK3Zm`a&JnUoFzMGGeD!y!+|`yeY?RBzhuJ=O1^B?W3-gt!wk(Jt^~&UEg-R ztN*?uzk~@^C-{qjH_iV!+UDFz&B2W0^zx%!uN$ZLKQnB&sYng$EUo&UjW~GdOX)bI zlcW=i4S$B&?QZz<>+9Nwov6l#hlw+1(`sg3?bRFGpG*R?lW{jI4(GIxJhD_HTlQzK&!J)?+rb@xdv9_Z5x^!hM&xFo6{z6$UI@1sWvP3raA!4weKR?!Y-oQSmc!;S zq;IkNt)b+I>P^e?cComSU7|a>jQ|ug#*gZS(%A6_=fS&sKV=U>0k;uJQ5+!M66?|8 zmwWCrt1GStLm_3EPDg$;2V4UCeN7t_Oym}P!^|K1O!l03BH!mILAr7dz7k>o0pyzi z6M3D+Tb+d}(A^>7J^=Zao2ncg@2b!qaPe9cRu^*d)|7O3p*Xm)xD-nx7!68M`Oh5i zMR0H~JQU9WJ)){G?o2AJZ^Lz#D+W|89Fo;CXpJZYU$BZM(#{9B4VYUOG zG#9+2l27JLL<6EM%@vm-D+bIV&tR6+d+q$Ii3^atJ-2OfIR|8Yo6xZ`DUn;8m`E$! z{FfvXzxEj{bJB@?_68SM{;*N`!vQozN)y7zMJFALjD(==EcvcN>(iT^jZ7gW7ZaCx zF45;CFD7**K`m!|_^z^^Q4yq9ld~E(SSFCwds|{X_@{Hx;8`3bk@j;EiCOyF@jMf` znk=J%bkQUdd`~&D>1gO$@;N80`B>KezFDYae**@oOcV=0V26a7drBXp4N}uf{cOVn zKN{70pSPo9lF?5F#0NfDkKfbQ8)a9LsWrQiSMA1Zx#dhIIfk7s{KKqkd~9ScXR#x0 zozTchNmC6G5}XkVQ6gN>pFWoa>@k~7G7r=)O|;Wfxi)}&)^K>m3y9$GX|OJ0+MTwc z*M@BWw!V0Ax1uo&F@d89Mq%!lT6M)F9uuTKcBa^VJivva*Z1Ln3)rbd#% z&&aV_ytqtGTdzvN7B?Y8pDbH{ZOwZc7 z#0I;~fG{t0QJ-&9$7PJcJYLK$FYv(wz1r99?GuVd`Ih+goDy^Lk}k@S>uzQj47hvL zWx~^m%@iPTP_F>XmGBVPxZ8+`z)c)4m!hI~wGfFp1S9Lc$OOS0l$w5LaY5Q!8 ze1PUS4F5=|f$v6n9h}|Db%@W5;MEBUPjj=7UF9RO$tqBUJycgbXmYd^K0Bv|5g-q2 z((X)&i@^yfr2?6wE$C-g6^?DvV%j($hfe~PGO>#&@!3XDq7xMD#zBZhWSv*2_7oLT zNz)o;LmrMat#eDHVUYTgMHCIkHSh5ITu-Y=SJaX#*SZ;J#0t|>8y$?1b%x-GP7(TCK z&1^n*s5kRxAPm2y3(#wdn!|3%kzWPU{=P|SF#wu(y!TnjI=-$MW zaEv3|Se2i(ySPFI>5iSd*Qi+&9N_`V%c|CkC@SETFJ{U!`e7U{cg(emSpC#r3f(>8 zT7OyFB;wqPM)(b}r|IMGFy{uny7+|9e2B!^$?sACH+9qY;AZZmyYA#GGH3Xv4di_E zpNRGR11OuiT^FzNMB#E9(7U6!q@9`C-J~$Yo}rg*cV@gEOZBCh?siK1uEJ(4xuC-4 zh^#Y09-jkC22c9$hG@a`+Gl}s25AK|yEVatzvK9!@p{sAMakWp2mX(7lVM9a0J}&revjM2*}?Y3Wm|k*)_|0 zV<|C0>`?BcQg%Qf+$l-6m@)bSZPi+|RWk#O#3s$VN%fAT0fM@!Ob@EkosH9h_;g*3 z|4=`|Qwhd^;jejLy#!-@4*dR-7NTVDKdiWjUIi4TE~S*&iskqeb;=2$vm=OAJ^ zl?jjb9qqhP$`;Oe{(TnLYcgs;wqx)O8-!$E_UUCI7i1)pH}c2l2F{7MBInv5T{pDw z&ynAWrR_D(-wM#)Fc;j~&LXcP(EWV955@Q~3@-e;fv}M6VDan!&+9 zCJ`Vn@`$PzKMtkS`cHiy7_BX5kee{{5)p5e3K`3^$STnBQK#rs{*$n^rXi6hz=mGZ zpiEzIi~u9uzQC%))a&E!GM@#Lw|k`(z(sALgA)5}GV`cgq-5tT`l!Z^D*Ax*Aa+{C z`TX;A*5EF8pge^d75Rxwo(V~+d4`FDxBKP{=I)8y{b?DTwbfN|BCTtNR%K45>Z;XL zH;4BWk_g)7tg}S_q@icO-4p5z@>UtIdvelZlR|d#PHb5>Ue+pe&uohTRY0o0zwF!X zvd;#$pm9UafJJ%%HabrpUuT|6rXhsrzp8YRuth*}70K(lPz|13Q zW=yTVcK<0^BoGhx&*uc}OXU3Rjf9|l+nrx6az7)z|23Ht8{zpSE#l^fM%LcWTatoy zrchp^9BMqSZD#neM%jruh%}3scR#*X;EW-8L=$XsQWn`T-;1qw#>DU0KzsP}$LBN2 zfKb$U>%>tZCiwQG)E2Qzi#umJXMrx68cc z-8iEEn!8<=^>;wvVDo}!Ia>(_*x{`^Mcj8CDUy*3_~+7@LbGF=&<88AWEoce%avF| z1FUVip8BoRW_%kQMuLVp5hJ1V&e@@MJ4K0=dH%}%NlADWVrcIZJ{~sk*9Q+fely3+ zoI70(H?%#|ak5uRk)!9Wxe1Df(qx7MGe3eMQqPBLOevxyOeuwaXjeJHGiA;ry1aCrPB&=PJE;i-_ClnNIJ{Otup} zuh%5{Q`Cof;x>~GAZj;qNR&D^0{GOM7JiSSn&+r<4^758sJhlm zR2!?eW;<2#5EvQ5&qSYx0-D)4^pn%!lA~m{qhaJMtvLlYRYwbRvp}Vv-|o)}$!J&o znLiK~?!k{c`P&CI85L2j-*4sGD^*nicK@0~)r#ZKhf z@G-EYJ_e*_a%E4rWT&Lp#kh$#M!_WB1l={Q~OQJTtfbEAgagLcOXXzP)Rrcqe8c#q5tL!cc~w0*Bijb<*hT0SE)TyF_cYMpD)dcbzRC|U@0aKqiE zG+bMkXsy++9mVWygzrH3i#LSoU*yEnhxBdAWuHTHu+*$O`gm+tq}|h8C@tOHo@gUe z{*5H6Zz#Y~z$iVP0;ihrL8YC-R7T0`J(-Y6bTl4G<~DD}wXox6=3%zwU?nzu8PEw} z5-fP1=@ow+jV4qj=?shMX%Svhu#)8YSicj+Xf5iLMwm!=L<0#(e1g9FFojPjv5$lX zJK2@AGVJ*#pn1PfUbw&Tn>8`pduO-W+qgY!*2YT04I3>3!i<7^c8=brW+LYM z43(|wuiQv=7E(B(5!aM}e6WH&gDMbA+bP1@u4)US^Z2G;LQvh|Qa#raMG7S)e=||^ zOo)F{7w#=`9UjE7{BacWjmb9rBgj5+DIXcUy5)$C)uoJCoSBFdnCY>bz3ClmGWu4& zUJ2eOYeJ#2xMbHOahr4*kC$4Qvpu>&^iet910Cg?bgNLfImgJ7DKX7~E+@DTTZt<} ztUZzjV~hJ9;ru%zVhcl|M>qOz;1nL0_guRcaaBtbF$b5RuqQd{o!5p;v)Wk!E!FZx zpnE~F9(`iZ@mPw%Ct?xrz>&~^`v^jK6@+ovFb!)XDx~WJ;V7)MZNM}xK79`XE1LUq zO)N>ov7s+W^gQl21O{<(w7K7klsiJAFkA_nYKSxdhBRvCzWNHuL;>U%Mf{_IyP|*O z1x0Vr}1fTM1}jgIq62mL`TxB4{ABqQ3us{>y3CC$7`De^;iCa315t}NAlXf23!3a zRLQP@g%rbki*(j3P6RDzX*pVFD|Th{n{1v&OGEkz7Bnfy&}w9t0E1HoaC$5~z=+amz~)MIl$ zBSob<8uQu~tHbx|)REk$~m9Qhxgk=!GCi1>eO@C|DG$ST%np z{h7og>Y&Y+l?1|&&U9R@KSb9ch!p1o99-QTTJz#KqBySBGQ&o+iR>5&Z&cbR;?!C7 zt^m+_-mwy@%bpYTct!jZkI8lOHr}ITVqo*Sn8@Zj}z2r^1 zS8+>~`@r4!E_auqG|zK339Y4d!Ok?eDoRQpQ+~aUXlHgq`|>s4-l~>XPtA(amWwIt z#HXxFnn@Rq&aThKUCBWLoB+}#@mYu8)Y|@E%~-7xVoHE-n`t7Ov5L3>xN-B9oB{ht z$@LgPeH;vB!fZR-yTOIuhHr57%)=^yAklRtu1!7s zNY29w&z&f80yMQ~=#pWB<)f~dg)=cq#3fo&pS?bmhj=+^48Qo$1JzJw`d%oY+fnDg zCoo`hVr!YHL6)aEqqV@JTnifSmnY1t6uxMUYS#mSq>r9_IN0%s!}Smz`mrW@j&Q=v zYSsoxW8IGjog#vOqc99ki&+-9hFK^gdoa$OrvC@JjR&+mE}WyOszUkXyMI9e27xtM zTHf!YSuqD$r+CBMi6u5Cbnj!})<3}r=xk%i{%*S5UiT~W2nWor<4xT-m1I9N2$+cp zQeVfF=_zjto+|{&=oHGr_>>ojHA6KP;*ycfLCuUmXf`93vhPjW{xnpXi=`vjy0SoR z(g6fb9yXSB$svKq_gFxP}xV75rBt20h=AxO#v0~dREww6sqpQ~+_ zOC1bvWRa6)4`k@Ie~?!?)(IdYhp_Zfj&S)lm{F1g0-v0BH1{WFL7id~i<3#r5|L_c zV%A6!vu?`x@FeLv&$Sg1u1D^&hT~{Pw2k^6O+s$56t6qF9+U`JYn^=EZurDFZHg3V z%?kY8>4-f~cURFGwqPblEo5L_uSK49JoQJZtvNi}EM);1TFC^l1v?P)KfY#I&x2kS zR+$9S?aV&3=bD-9z!l9<DZw`%nc22hZtAGwk1mn+`F9fin7wb?e7xS46d#54R0UKTn#Q!*2nao^fP(lEJkZl`ZL+*#CU&u+!;C^tZa@TogW(4ex6W6 zn+c^$W5Up?X*2D&G_%goOySIyutrirbJhcIW@3EXE1^%l9I!A!Q+>GAIXQc3t{Om$ z)y~vvny+)p9xzznjB15bgO(D36nk_i%()N>KLddS=)6L&8a%yQcZg*`3=rpAW90T!AM++EeY~c2 z&Ez39Cyw1(!Ek9IQN*BlBTUoD0t*_CY2_w7eBu0KC4(VYjCUQrC2{zIG>Y;xPH!ci zU&QdDqLO5O-Y(Hy*X6T^A$h-&8dI-^qMFTZE1Sfp-fVF_?tx!MvUl&ZG`~KVv&N|x z(zJw&2lIT?-k;TNK1dHcXSATqhCgB-Sd2oAn*t!7E=?ES$_0d8Q~^UenH% zNKZ9B<-u_8$Fo`x4_LW^3~47as%}m`#!y;`nRr`!?lLL-On5R2L2SjV$GW$*PN~W- zw2ABTB&dB+k+Z<-89kLT%DfiGWXuWa*)q+SR{1fL&Yu};J?(?g=#slkKgyx&Pj$|x zlr(L>k0{A_nxl^=Z)NW6?d>>lLVO+iTbm#H{|Z57Wjc@Y0>%cb5$%*|-i`X4r2*(+ zFrMGUYMQRdu-;`z9!h~Tn-lV6ltyK7e&VIA`^WZ+nqQ}GKVZaOvnY~7O?j;wc!wDh%4{#x*GGYe?ASP z$WkVH4U_DGI(m-&U`hdivjM@?j zu0lMr691H4U$WROWq7`cJd@7rixUeMj(GRk@%gA32-4K;U$}{2Pe-PNTxUyA<{u7s z21|SKOrXDPqm5tnKrBe(-{*jQWMi_7pT7+c&&na*5JNPum8;y)lo`PvdVrbz%zUv_ z3An{?Yl3;bfSj%U1uV-Rf)_EXQblq^`a1rq)$0=*o==gw`JJ zIUUw#?7G8yS1^-hGyNh1OqR}_7rUDG@M@MZm|y0I8Js@g-_w;XzCSl4c&8Qo=cy1F z$v+R{`N=YMA+8%k*^zq~%{Zx5C!?*YC|;SsH4{m6|*ui=;N(@H%DdnKiA z&*)TexqEPU>RH{M5AtPx9zv)L0jpe)bx>*v0N8FfN*TY`etqJ&a=I=`Un;?$3rAj! zA_f!6?R*QL`uF#4iDVGf_B+PfU!QXZ$dF)-r8JT$Aj1=#%j?(c6?I)NR$~giR$`-@ zlaDDTzLbUY;F;{F-vG1E-xbhtXlb#(?*`o0LxVY_#KJ8jJPaXoZR3&A?|{c6NZqZh z{pXYUD7^2Zjn~I_YUb@QK~f+T21e6?S*O>z91-=D<^F2nvCsXr-^^*ePiv&+2v=!U z&Xz?;9j}RB_4l|0>wi~$11*1k8 zyIaogWI1~%lz-s<$y=ATv_TX#rha3(LzA~NYg&cyza#=7QbXfHO1)5h$lw*>AS?=m z7{6Oo^B*(O*gNiRc4PZ@38q<MpGPp2Cm+I&~w-{KMH9>HZU;vygMI9>V&T zo=gSI^u)@}mTO;!LgFq+)N^kZ`sGEuKV(!Sl*T|M$l514Z1c?S&>id8-mw-W`I$uD zNN_ES5ZRr?hQ`>wECXRQ{h`x4Y^^sU!B@ek?p;Z}Zzs)`^GU$vwmnIBGC+91`Z@Zq z(SLRihgc*$!~DpF?r17R=C*mDjyc$Kut`kGL30LTm?0RxW6!n9%DG*l*obwB;vmhA_znDTb$@<>4`xc4gVn(!z)ah-q@_6 zF-&$j5iUlkaoEZ1$dvC(Lfw8hb!sY`88*UOh)rb|f>r*A9p?E|_Fi@tOVfGne5133 zrGyw(y9zxJa9lHfRpXGku1nohz?NNPdP)22d|d*|vb86z%C>Wiq{F;*Y!*ZUKz5MS zRbl&c0sbJhM9BpGGyz#}5i z%{2}?p&C{8A2?m#zu$1AgWDRPnGSR+P^)5L+Xdlf3xf zwQZ-+9B#6^X2LU{ZOteS^`my{mT>*eX}5*w8+NrpkOqy?sY5wI$|&TP|E|dYUNxH8}*? zFjI6gOrwV@Sy-5dfh9}An*e>aBlo4xoWsTR=U1;jBb4LDCFlowAk7G4Lsu?)MRvKJ zo^l#0c=zi42@6>(w^lomOTs)o8!AO2BrG0@LO(higXTT@jrc_ki>nQT!JgFqYrS+^ z&=6yFa}24Os?L%P%cC&9Z%4;15Jq8I(DaH3vkU5#UohcX3Bq1Q1G_!i&xi3?Q?qfJ z8fwS*Jsa=iNCbsfw<&A-3*E!R9q7?veey*<$ktVj4ZU_bh`l} z*$~ODt?VC8dIZjce9Ro7u&U-=0KF--k^AL0?Vv>SDFrJTa|7X!5kM4>;RJ}WfKDk+^C5Oj1Du(tk6+{3mGuOG!q$Yi*DiB znu@d0fD%j05Hc>L)E+^FCxo$<6c0=-?jE8S`CS@)0$u$HRPI z#3Sbr&Jv!Krx7$^7Q!A>q6f7l970`iLMIoy3}#)tTnyDZdQgpGvf3N@JELt~KKPf- znuoqzSCFMcPI~67 zsP5GqSMI0>dv9IoXWs@TfVCUA+@;V&F+CQiAEqMwqM7+;B)mqzRIAzJoHv2%eCVk z3Al5A=PBRc(Eqxmi|dq{oS6wcO6%rFI)sU>1|n!+RRLI8LUVjM6i{oi&@R_0k!DSt z@@vD$H@MjXBWeIjY$IYPot^+=dbGt+WKZhJo?No&cHC~HhjI@*-%*h2m3`y}jg?=$ zVA_u;NXsWuXi`IM@)((r2n9px%gOBw1HCy-R?Zj0?|{l_E~$84V+16(FM4=r^FvJ2wK z&ALDW<8=!)vN#{SsA2g~r0=;$vL*Ke99ugMbKl}5+jVX=a^RV1I^&pb^iWe0X-m%7 zQp+cY;MK4`@&^`<1tmSn7lc|kSb^4BI7VXO80{i@<|!jXE9mQ#3J^40d>HZ6Rf!yql4i%73+Hnr zCsZsDkEY>86^Cu>KqAeCa{&%yR)MIeOtQ!nk?@xs3?C|6P7@HYVdK}%S0(qqe3DW1 zTy`XRYNk?tKC`(n04V73QC5W?nSL^}L@@wd`!yIl6EMa4F-2zXZ%v^v6k*}dq2cx{ zBo2WA6*)nn229q&x}i73nI(U>AIPpm#ngGgIN2kysLcI2&P(eQt|S@1>aL8;dLc?{ z3CD}qWlIcFXa%+T1Y>4Kh@@|0MPb2Xem@HF*r$+!cA`^6Px)DnMv+;8Fv*IJLbP3F zxWm0f`}S-QvS4rI$6!4fVymdqGdTX?9|yWgWBqwPqKDbJziCD}D<285y51haBzWpX z2Y&3^1Xg2961~5Fh2(2Pvz?&11KDd?X9ouDpm>+BinSH5sV={1<-+D(zakU4l{IHQ zX}#VMN4$MM^a#KW%?e2{(R-vqc+eNKRnR%b_mjl7vf%@YJ}#ZhUB_)AwLo-y z84ZWrRs>28$H!{PSg@|+RP~JwpskP)CZcIbqnJM@1Hf4tcJh;g@UX2`L`e~UTi)4x z(xE(v{bJ+9xgQfWNBv;qAA{3pvEABpLhZ_mT)NZZH#DGMcx?RUjL17?n#SQD;mZzwkBkA0{Df8x_qzib^tlXH}MCh#UD}oLx#(T{q01JFf@L=rmdo4!GMNEloc5Pzm zGY&*onOCB>$9`Qo6JFjhbg5B2rI4P(2jLwsMxmf;mz0dV9mZ{meL7(jW|B^NM5lwo4nHu^Qn*OH5)Rug)>W1>sK>y6BqA=xFZT!@MR zGn=C<3d6z(N??R^N(msJQ+>ip3^FK!GN5zZ0WUMsIz=-4r4zk_P%^71@NwY z$DV)(AzeP(h5*{`6j3Amlp0PuJ5~TeVpDtc(kPXhFDLYe>_G+B4t38&5Eq+vFKNda zw?fd^51W-dBdqN935^@9aP0?_l=8yiONeMv;$C^A+{5lk(23r0hxiPPCR+IuXnK{0 zksC&7=<0eiB!^BkUXwlhw{dtGMdXt0rk#3c2fN2h96q;pw1=OSeSyNyO5~D<;@Ymy ziY1lv&&rr5L{4>hQ?t~+OrggTBfBUqC50RHo+}Jjs6lWkl@}wy{cev+TH;m9AsN9q zr34i7maT(C(iqa_?{rD0$s37^Ep^5w5VY~hk;`np5;BQ`B?*=AE9sf+qvy1+rSbgQ z!Q7e_wj?TkMwGn9xg|6liEoBALJyX%=OZY|m|w9*pUw1T>igT%5>5a2w00q*17o;2 z`$Y7_zgZI1#5g}jsB7BW_1rzD?eCHUMp`(hW$y=Zv^;(@uIFR@8X`Mos((hPx&*LN2>JWx_plQ}sO$hn%Q#NMJ&&0gUE zpNw?R?~RW~nHs&@KzEq79k5ZVthJcQ4oxfqEy+K79|oWFzGd#*?ZMQsruSIAaq+FM zSK=R}9Gl!->(`=In391O6@-Y$3GfkQW&E<&=um(QvP~XhB&$vRaz;zU@DQe@6|9Vz zsAvOLMhU_U4GV8}OW}`9C&x?v|+UNNCv3pubwAV)H-M1qwJf_sj@G965dib`8b664{zQx7P`^H23 z?q>$RRYU-fHY%j2$UuNlL9^xr%{4DuiF2$F(KUpko5t zr_rF9ScueJ>Xu2vM-vfzlG`RF@q}sEZrKhl=HOIX?gSo_?Q;P<*r8 zA-l?7$Sbm?b>E)3YqdQeXsEx0kmMa{_X7z9E`5^1YL?Lv;kFUj6?4~z=7=K^rm}oqBo&e|@5l@b zyMKEV3y&2y7_HtKF&OPNc?utvFahgLoT=nWPZD19X&s0`&_tIrkok&C_AALSw@8MS z$S`+ak?e34`8zvqXCFuIkY(%Yg7h70Pma03p}}oScEd78ugI6lAiBEU*Ai;Ap>Os| zZu-8aRx7UES)3oDm@%=~In5j`Y!6q5tSRjb?5m3QyKEte*I=h%?I0Uf|MjmEB3!Wv z$i(%#3%OarXs0qa_XiyMN3iFZ8*JRAC&3G$o~>xs6`ht@H_T`#^||I>?@$i+V082U zsf?6QHvi2`h`cgKgbRSI0MAv>suoU#qx2E`Oo+2go{)y9QNGJJV4lI??L2~YLXAt< z>HDr_;gL#7jF0f8F5%#Oyy<})({67K8&;QRv9k;%=ILNDC;^MTud*uDTBR!#ba^gR zpb=!{W9gt*^D3&!`GSe|%{e;KmGd%V|KadF``y6d?d0Fp1l^KV3r#MOP+0ZN3)km zZS5kLG1gunb*-84oJKY=g@4`rL+|ho7_u?3!EBd&&-bVOZxbZkR;? zc}ZP5-`nY-g@Jfkt$q+6kx9Zxwr1&ay)aA^ccQ(V5}&sq>pM+(v~w;!EIr6RjwL0D zDm~{wu2PeBxv%8*W4+;iJ(T&|vftwz9WUe1dY_$(y+jDCt=V&^i;o%gNe|<49{W>< zT3D~h+xCqNn-#NU+%2AaOi6@}OBpeD^7f8f!FIWOdX3$z7Pk6T2|t(v&x-LQ*27{x`WYkYjBumapw$5E3e^PB;U1r`swr@#_#++0saHA%c=q5$1N{)BPJj4|mpNt4QbBK28{tAp6Ecr~& z553d_F5XslnsSccOP1e(@!NZr4NV{(?DD)J_mLwE9T%XXMuH_{tpA#zvqg1yP z_$0kjI%o8|HJhwdXhsI6u5*8GbcqE~I|%UixFp@$vdnI?MH62Wja6 zQ@6hSV(8uRm&3F`&KN>0_`u4P+~Eof}uXS3Cnn*L@E zl6jWAWArz32KVn2u=|Xy7K)>oyVfhD4(gU`vc@|byt^U@bDU8VX)aG7*S& zge!Y+P>A?QCh=r0n@)u)8z5a%0Y`(yx)NW#u7nY@k|(qU$<_*!<2QUs2+AJnN*Z68 zNOe9j&AuHT`7Ah(%-K-ty)ptI8!$A#Nf3Rl~tiSb~vv-j2M%A5P9@?sOh zt{!$Fz!Odgn!fAS{!eve9E|nw`%wIm30s(EM|UkNH-|ofF-jW=Fb_&_bZVRcfqijr z@NW+Z&@9Y*<4gT!X{!a;e=ID3>a2EK9qX?YJj&R6_Ih_6alX z83iuDsi+TMgZsGi4UN!X2ZBH*<5ib7ff<$DV1MmR)(19OS5-IE!a!q~uDxHG6F1=Z zH`1jpHQGq`m4_=dgHJmvPcBrTxw!dG;1@EH8?|VBEv~>Tf^8GBcGfcfvj-)$NA`vX z;cA@>n2gJmZdr~xU7$EXc)zuhjZZ&ftqd(OP?np5$g>r8sePw5h3;d5+^t`Qxsrx{ z$NYwr`E*gD7`?{r0U+;qn~euOV#?E)V^Xe z!uw~+x1O>8P(^LbP3uku{~6~(Ay(tC@;u!X17cj8@1b;%!!$AMwqAE?oU}BsbPAlH zU^H2YH?q-K;1r3Q%FVxmqESsjZ}{hP!ghU-TvAKe69TxSMLL7wUT=bY`L?k{l{y8@ z_?T=5_Gn%Qxa9Oq%}okB5glDMMg!q!P+lW$i$q?J;C5}Jn|5bRUlH{hBGI>?)PTtA zw%S+&Gh9LySc~8)W4fR7`17QJTC6=>3m={cS4^Ibo~Nbpnrm|cjpo=GI>XZK)_sa3 z=38x_g`y1ElE!-b1-l_5$BNOKzZoQ9A!-?C;IkA7bfUJiKUR(;M!~nedi|Bq*#!ny$m@@Lg9`bYor!%9TT}Wv0 zd?!a*mMg+=+B(%k!W+ZniNghyt0~+YBnN*b=6ZB6O2hkiO2?BN_=5`Ewd^9^2(+O0 z{-yISwXH5qq!C1oJ?r&D_OG7=HY3u*9W0+{`RbSBP8@}A#u@2(X8vj{MAg#^8S}Xn z3pX7La!|H3v#c$f(>qlS@J`*>A-14Lfm{`7q5L?rYOskWa~#FW)NhjqdoZe}wAiXH z_}S`uk0RM|9u`Q^W>_MDFD3z7HmFv zb0yiE2T}WI9-WZqFGvfuk;SA6)od6i*1OXm%L@&~#Zi*p3Fpn{-8B3AzToDgDL`se z`pSUCLI8)Q22RvQv0(VsvtKc3E+fq0eW2s$6CB%(gN(Z$iPm_M zK;&@aV71qaEYD$WE}?VX8wYrfcy(O!Ocp1aT!h*Yhy!F7Vm^?AlVCdp5!>d zFj0@>CpKbYKk5i?nbRbJ!B&LnXv2(}%tw;hH6W(TVBlE=qr*l?4}-pGyMUQmBjj%* zvLZUCpk=|HY(fkB4lC(TL~KuORB8DWy93PI*?Cb}?kneT z3St8i}Oz6!Ein3}(!`!hFw=8E}l;58RgoKS?o`EIDnswx% zErQsRhsuw{=k)~La=$KS#5I&=Bw9a}mE@4JaVRW38o{7oKf#czCF)rYG~-Cwd8+DT zGTK3Aa{3>1cO7pVyo_v;6VoQ-41ZHL3Cj;?3uZLRylj%e7GgQ|cvF70ReZ|Xy}V)E zmZyS{EwV@(vBykS+M!1QJRE5v?$1ty0LDD%_E4j-Kz}(USht5jx@Nt__DY^_t*yP1 z&%}+KoP@9&xltJYmu_U&;@z20=IZ&S$&1B`HwX%iev^RRtQZjVSF!fJDUj!aWj6W4 zljTyp%-0iU`!EuseTw;cW4~0lEylx>wa&I#i<=t+E%i@_aPa2H$eo`s5UR?W++gS` zPUUr+aFqbHCES4KE9mk827mr%InLPylebh~Q?VAYsDpU>0sDQ4ygK4Xc;3VWSs31q zNutG>M&hL$^liClQNykj|@$5Sc9Sg$c(55|jydY!j+ zCE?M&c0U8t(v>s` z?L})nHU!x_a$)Gcby>-pVfUz;%@tpjnY2Zvf&IefhUqK#M&|p7O{*7C3)<1Hk5WiIRnN~qR#cRBXi6a@>$%*R`NKXUH$Fi`8c=-nQLfW~ z&RYsn@RJ#zYO(j81P*2lTi<>}>9FJaV!43wx6o2H`pxaSM!tm0$Wxv)>v)GW*J*Dx zdc%W8j~?cg$A7IgnVQ9!Z6wGn)I^?n#}XU%m1+(=)Ycqm`17lPXP!S+J7$m_!ugko z17s(FZ_@|!zT6_Pl#kefC8<^v)=%M=?_mVcSst1qMJON|UCiH;8eL?9iRRAPMQ?Y` zW*2#H^_D@I_#Sk;hC8j1>xd#G3+m396_oAjnW4>ViZgCdAZmen+N#jLa9DEI8EzJn zIQNx97{dMwMiF^>$Jvozy?`O8MKY8Z2CnmbT^#Wr=8Nc{)eU_uyHXh|W5Sfl@X~#I zvCU~_`*!Ar8Oa5lUk->{Cu&Ok0pk6_Tg3pIzi&fR?XV{V>%TI~@e32%t2Oc`=D2^7 zd(W=id-~gxIxE6N!*~qFNE3c0-JVT}c#KV_sWiIMQVq9+yFMdW_{)nn9O7(`7kjGg zz3&Y&-~U`Rm&~|t(H4_PnG`C?YIS^uHdG@s>d<5)5i?>%`^88+*io}NovBx)>-Png zvPIgSVBV;moQv!xM~<%xHvC1E??wfLM`JF8CkrEB#3*(#HzDXtFd7RQA1n@IAOhP6 ze(sd<&&LZto;huo#Ie%D_UIu@4O4^59#}l>ZVLOn*V-GcO$P1V%N#E^^_lR!9bb2v ztgN+tKHNQp+q~g<99<_UvWu8#kHq#qzv4z z+qZr;@}>KgKRWM0;pxf*wCM|Rc@$7?r(dZcS&EFq!Sj z6KC~GVDTSxRws9Hko63WD+wfNspGp^d4eXTYcY%8XtUh%#d+@Sw!UUQJdp@hm^tG@cJRlsS33lgedsgU{k$`Igp%#6 z@&?0AV~ON^+1PdagJ+W(d}kRR!6ef+p=ZLXXRV8kX|XG%?5Z^z_hQPqxB0yJ^6fba z5B4KRYYBXHtTg&Dds!P3e zHqgvU%%>Yy%Pp#{Hc>PL9MZrwGqdcKoU7A50tTO9bhAC)eq;hbf7xC$GYEVlqHB)` z@46vd$+h95%5>IBqf02#ZBzB|aMuc9c&r->cdf~2=|;0*h$NV@7lTQe#VK1t-Z%iB)rVdIqciW=ax0KM7 z=Hfn%+(~=zW7*M-lR0tUbUE%hqhqO&=3oXkr4HP|=4w=2#n$<$tF%4Hf$Xp;T@Qx^ zOThTQk~Dv2QE}s?{28HDsbR#0+f~MV-zoOpxB0-!CxDA#aM2QDd%23z+G9tcqV(`5 zXc|7#;i2Bu2U%eS$p>MZKO=`9N8z(QL@lx(`(|aCyswoDH)N=US8Y^pNCpDsOynxr z%PMOJP}u%|psgLu9*)3jW|@Dt{C(j0UrOk%FP@b+qi-c;L-6(e&d$pk)_oST~?U6SBtLkr13^l_nh>WiZ zrATNg;1bc$#k`Qoyry)LJ+sW;Rayws(-=KnhWLIb1FRLa+9h|K1lFG@dS<%GoP`Va zXGuBUb1CLC`D~zUKZ$V3$g|a=tLV#7ZiYBUFtgE|a=FG^zXQfk?9t5NO@qTN4l(&0 zI@%b1NH7InN5JzTZ9HItF_Ym}lo~KyuG|qwtW)=Xzez0o7ih>hRbd zK`jcc4G+|pjB0F2N3Zyr?Nb(@Jz;8rc4VFQ{BH*=7oM`E`D*gudLci-d-3zr^$w>A zgk#uJrW`w?WO!{ajlpSE1N@LP$U;Zo;0(r2r!2a(9mL~?W;6pctGfi)_~y`9&}wfb z8_xsVyxLu--Sw^n|Gm3`5D|aunCw)HwIe0Uhy31^AbdUcN*oMKpdWJKnBh7PvGp{Y zq4lJbPeQZ6lGmunXYQJwS)E~;1@@3>Q^gz&K9K|3-$2CCAyd%ARCVczplHUc1Q^fr z;ktnFm)Euvm6V&S{1t{mrRgGCac?&GG-SG*oemn%?wTz+-+Xf91* zlrztBsWKP)zAei{sz&wI7}^e?(c)K;;-Mrr#O6QmTe1|!>9$}$oF~G2Xmy9Jj;{`* zIJ7Mc-aSzi$7E>o6Nu)`E_H21>Jv#;T!IG6hovWWq@NlOTG(Ijl(Pk`mnwBam1rKw z%8cePq1XfEj%cYp^JCK$=+Tw(+G)?8thZveo=-x9aw53v_d%2JnV>ahDp_$0iG!m6 z={F{+pYk>2;Rqywj(XBtDF!I@7YIXB7C9W0V~@7Mz4qH96}K7D`u6HfcT+L#uQlvmk7xMz z{qO%;mYZ9Aip-xrKbt9sx~d?IUpb#{|;h?kIM5CfpIGP~Q?1uu+bx zicF)jO)1PzO*|RRaAz!HY+ry@+0${DGc9_9B8H{%Sc{sNWhH3QpJmzK9>^id&ue;8 zIPYyvhlxmUKPdL`i+UmbVkXH_55rTue>>OlGtM=4px9MBv$t8ABICowX#dPxQ4PFn zUP&f#$4YyAi^X>!Ae^b`wdPbN(?5>@T_|W>dbt#a2~~=LO(Anmz^TK^iy~V=hdJC^ zqRZ&AwA4GHkvKo?RCnviREEwCMq%}X7#64;0u)6@k^Vrwj1NqXsiul#oE^qQM(Ut` z*45+89o524t-aLMk#Rvg0JB#W9Rk|n%W3ETN{u#kbi3X;`x=BSiM&Oj+^kKKy^JWv zAmZ-KiJ1x+`ZierEKGLc-h}KnmF6zDI*fbH3v?I`1)g&GEYj$+CyYLmv$kl=Bs2PC z&)QlnIoM9jC`Nr9wm5W2Bfc+=SfYJ#w(1hEh7QvqQQUw{atGAUj{qDo>ZeHW=t>6u zkV*laaN6e79Ha5OZ~*b}oXtCYmf~ig4Vz9R=A54r?DD1@ zk3C_H)St!{W(k|k;4qmLP|x}!vm0zyA-&7MUajB$5|g7z&#PIvS0DF$=Z|)-`K^av zd2EOui-xvwlJ|-~WtC%PFg`@Jev@83Y^SWNo##I;B!+PGo(x5DStORGd=xTZsQC*`rP} z6n9P-$h)ensmgLh`BGpP7P?Iep*Pt(QsAsa!%jk_z&=o|z0P`zqS3PM#!O<*;K(Z! zu=%$`Y*EfW3le-Ul$69WZ6MwXYz>kJ?8X`l^1AX?b%i4NuG^XNW4H$NEu z5Wu-vAou_P8GE5h&uO&?%TA z^F+*dZK7dG^5biZ6hqBz6Yql__eggzehy*IDl8|2cblU7`yWIo4vW8N0;2`YO5-#N zNjrdIydw8ROMAI%>Dx^o2Z-Z-O9>|hH~kM_Iwu)}7sz}D{iTzpoVs^OD~j%e93quMRAl3lKbJ|E9^ zJsKp)PA{!jl5)l-W|@Q6KB32|>{)a(!t7b>h_ya^jbWZxf@pm6;)z7!0w#Psp!VU;PLirHGIYY#@Xj4Nh0mgAh#W2@BkjFY z)^1bdol;(^Xn|UYf52ibJ1Jbrgn$LwYbfoUOIl!Z!PxC{Sp9LE7aQNV(Ek(_A{`;r zA%>IOx~WCXncBUKcY1mAvV2BOC@x(&Q)x23vfJ)l-q(}}xH445l41AkD6nP^kk{a; zWTpn9FBW4avFkn4=$`SmeAcyD*5u+ppQcb4v*tsf75>=0|T4c7F9K%i7>>nN-z#Xgn;l+h`iJp!<3jZ8F$d|au z8YT2j3JFB$VVG~;Xv#b3ZKOLgEd-XyFxsdz`P7O0jUCxI9z<{?^CdDn3atfMvVP;! z<=>en)V4Jzw=9HCj#UzA#X~xH6@r#{bY?V$j0I$BxbV(V#-`|OGI-}OJwVeFSCzC0 z;#Of{)}J!rr0JkaJEPcDFVI|4zNc&%2NYD=0c>0TN-FI zcYQ4IwYXE%T2%aVrQMFVHPok&*QYYi0#KvQ;UzO0IrnI_hQHVzTXr0s(tXd$-%x+s zwWrGE32J!H6hv%JCU(STPDYMwyAT&)-hQH-Nq5Qw^;p&aD90jHAfj@w#=FCvA$>9$ zwufoOtMpKYEbGZpSs4Tjnr!DV%2_WWDk6Li=d%%^;r1v6YmZ1MqstxCXrC*e^NBju zPu0vxt$2&kmtwY!nHMUQ;n zcsgnF+FiP8RDs;2GuB>{NcYC7*-|tt!3@oooF|V^Imn88Kc`By?8iI6R!fLs#nhn@2sQ%6Dd>EB7nC7o+b-VvY{;g zG|799eX*v~S2AMV64`8*fRuv_GSzz9lH(ppmN(bVS*)BMva>#SBgXw*z9w)t)3Lh( z<|-D5J=O{UmLWIYR2aD9rSQ$(JEqCOw(aeaNlIv%nz0H|Oy-~MJ)Mn~Zp!epRA-at zw&o~XesnfW24FBl28uX1M0V}T(FGGxTlqBXCJ}9{(I*E^2*)7O-O8O?!E+W_oCU=n zi988rK3ozRtOtl;jT|yLrP=r*ko~%udFtrQi?Ib^$e=KhNj2e6MC8bCoW%!Shd~DR zUI`^CiZ3v`Q;hFTwCK|HHnxe07!8|>1lFbp&!j=P{1nF5PK(SFY4|4-nlF#ix6GbL zFUA*H4ci!b2vRzstFT{eHdnHus5W~)F>f*|%_EJ+SZl3jI9dy8wm31bv|h7pj1N#K z>c?{Clq2x+2?ZmCk?Y*zZZwp>2SRk?1{0 z`Gr)!kOPUddQ?I3X5w#x*mgARh|*Y-eDNY9O7P^>l`SA?(!15*XTwpLK*QSJ$#}$C zZ2e~BXGsmo@?75>>%4!W@^TA`uHc16%RI%uKN+j}^P5liJ0B31np5)ct_5WiF%pRj~pmYgmE64UM=_SaG)U(_)K4jF_QQ zxQjRmb+BxbENUF@gWc?siv?pY{I5CK2pJJZ6<+lNoKC+1jaM&Lp)l4}y+W!l(P3*PmH~Pt4zV2FA zbfIohq{-@JmrK-gto7J*zI{>|58d(JOe15a%kQDIvCe)%l|xsJ(!D;p@%=y8#T}iP z^{qDM+VkXWac$~6Nk$@W=>?q~^q8{*&ImJU-fU8MxIBxazH&pqDUT-zw)%OW`;JTW z!3xY`+)QuQIUHL8cBVWeWwv~9X^C%KHCxamqAVlqo3lEK=TpXUNqF}}jpk{D<} z++=DLNx)9&tJY^KyK)Oe*orfykyucmR0J^UAR?^kl<-`O_w$U@@W_fre&3)cz7g0J ziK|`Fa2hQV!{omb!3*QQ_wiGy0s91; z4ZdxRyqLz<{F)g#CuH53m6VK_T3z17jRQa~X7gb%3EooA4$a`O{qfw+ow72Y(v3KK z7xx(YnI{t?g_*jUpT9b)?wddVz>ByJ90Ws#La)R0eUaYkL0Tfu*-y~)aB)M>C7*o5 zhG-V~VC6vxdgumT{mGt-0Z`da&Hc!{xMg(y@6MpwLY{74`|6L*Jp5C83uq_9T&u3f zNL;FKflb~5Mm{VRMiO)O&sSmq@g0$O>t5??hAdbA?lZA@zksEfbG}AgqwBD_ngv7+SazoSH zmAHd-vv@`+3rt;~zX$sa!ZnbyR5>KC*Q1Jce?KXY+?G#*^G>e!%%#6SrTribuwyd9 zmqq~hn!^x=ux4;S5Qp5LO7QR>@)%Jjn1$N(mI^Cc2>pdpfsN;&=>YUu%7fus%{6-) zh|$xT>o~*!E;NOXGOa_LESah00-jE(7+F>gnlwNLOXsC$ns3FRZ|SspP7RweI6PNG zHv?L@e%BOAef2_X0T)PP&hMF-OnR$daZ2%S&qZ=^$dnr)1DYkZ`pBcm@D@+BYyEUK z_QabDvJ@#ew}Q{^y1RfYep zE6ONdYILHn!L`X3CMkI640iZV?8i2y&FPg<+#Y*}Oxb|>^(@a!1Ib=fRZk1py?N^f)r_)eJRR(BGSu+{|d)@bwA?xW_Sna@IS05ZEtc z{j}q5 z9g1k6P{e*w|9ng`mN+_5;?n9t`0h2+ojp zDKNXU-U7f{G;K~Bt-0V8#!;tlirk{>e$E&gn=XV2U+;0iLhKDn>d`2SC z%&>k#my3K`s`K@r^7{O>`}JZOO|S?#I-d+I=>45@Eok3aT5PCb%^B3@&=Ne>w%}TB ze)3AbGr2W|#bdMkO>(eU$`ft-vUsrhb}?pbInQFina}~wM=}HZBPXk)7M&h1;*d0Z z%ntQN@Q*}oX6~S|dn?#Z=DRYFe2mLuiHwz&P2c5G*!@uq`PYL91_KR7Pc(TUE)G5w zfs0E_1+tLi(O~1kO;^VxI(kVmo37Mwpi76?I(`GT4TAoFA#3A&^jl#oQ7$B5!JB>s z$)l6FEEmtGMj@xr- zfpdKrWUQ{C2H8&7z2`L$r*jg`z=dSN3fD^_RwN>m((CF@fSaZU9HM(xG3XJHJe#1w z-v2OCjbu@ z@aKVG=weW!vB9SZ28qVcVy?Z*XpVvejwnT7>E;J2t<}xCnQfInN3ulQ z0{QA*a?^uua3-GZMH-HR=sZ}@U)H)|wt8mj#TA7-6I3Nlxwaf4asOP z@xs75w!egj$ph7zclg=$N+IvFHLv}So~?OT9(BCcUsFom+q34KdSn54LBJ(q^}@s+ zK>(1i3Sr_WiM7?mJY;X?tkQQuV>o>+cYRfvTbj&pb!zx9-4M2l7QTRS0efkhZ;3@> zX;~|j_rhG01sVStwsnn;-(5)aevLSDD*uTdGRauZgrN^gpJPyXH0*bWOvK(F=4V0T zvF&jru|W*H|Lj|0x#Awe--X}54w{>NnKuvSj2@FpTa!R@ryd z%iV|vB_Qk+NS(LP5$&@Z&)hC!`-B%dzqx?rsh$Pc&ZXJwn2+e$Os)Bj^86az>#mWo z?Sn|o$!G?Uos)k~oxU3|qxFaJRxAHXuHO|ClTJHQBmcY~O`L|O$rl_^c!R3W0(SVhaEe>;f`7OBc9vHaIRd*h*IjaKf@ zt@brqyXS$leGhoWnJH|Su|6TGeLS-s3VurcF33D1eR81yJr52*ER(F~C6c@CzB8CX z41Mm|F!87x>fc#?T`v_&wbz;4M_=#6OJl>b9g>rMF6zmWw36E)53iUjsd}6PitS7E zqH4ifBTCej2_rg*!8{V0zAzL1tIre3q}sy_5nl7wq<9gsa4{DiSd$)SD{PNQCIZAD zd|br8GG6ek`jS3g!@2e8aPB}1v1a%Jj}ErOD9GE#Zsv1>9 z6Yj+T9n$PF6F*$xJRE@m+K4JYu*cPkp3!=MG96OoDQBJpUy<~-K_;~YgbK(^a!qU` z1F6X<@A=i6EZY19%%qVU5$5kGD{)7Vs7<{c5Xmk(MWFY3N#JaVB#nK`TPPQTvP`J) zSz8oj!Lj3`X9sYPcZbGX-0n@mtPZ{`Pq_qv-b*i3GhU9;SLB~xw=BK9Cg82_32Xxn z2diLG{i~MC_?@&^XXZM6rrMeLyHY}?<9LIVXBU)(({~SqaQBQcVPOy>-7qi9pDbDk z#~%v5cWwhiM)f9IWAW`c^l7_O470>X+PV_o{{CJ1-K!|Qw1DEsZI-+5^5 zqc8C59a&r2OPk~*Y^1dZEVBuNJ1|JX)j=`-O<0{|#ipH4C^3qO5UydOIzj6!rQuq# zw}P$%>tETZ%*4!s` ze(CV|PVrMl$e_QbjHf&^_1bue5FmjnbR^wfGk2{Lt?&BmQZ!wsM{RDp^-Hz{Yw|l* zTyR~P9sWSL(mHDKQ3Gf--eBPJODwY1eA{4QVUsXqFy_t=K;3XVk4s@{Rt&q-dQKkwcVbZ7E**_lt{!7v)JBH{Dx z>(aS7nFzf{i&s}ifZHVG>Fk7y{xvB)$ZMzVI^Q0hD6YjFHZfOH*f;FS&Oxx_buR+ zV6MpZytzF`5N%aw&0euIDbX%V_=3b;Htl9|U1pBrdSI&-q8`*E!4`en82^PTHjh1XQ@9(1}y{CDLd~+Z6G+Whzf#(T#$nG3fjiIi&c&8{X z5TX+VylHj)1Qc@2T8ye4Bd_GZ8Q?a^Jcii<{4QV(7O|>0hvX5aM-|6Q7vH;q^cvK8 z$wY4S>K69TUA`Wnmq|T;@@ah;WY5HcYG}zubu>Cj+}!!c>fJ$|2rY+4Udw)XP7TJrT7!MK4E4e4C__ zIJ#10tADw3=a$ukuT^dE5TXo*eDEC|6p;#lW=|}FR`1}H%`nVrLeo->FD^*hMBKYd z8sYj*79T+Q7ZHZjfCiJh7Y)yG4q!{{)c<6JYqBNZJ za0d_AHNr=+)d2~Md-wf8aCA*{?kmKf0+l@{`RO;qEwNAZ*$)fx$F4~Btp3*VCq8J= zfMR}3s41U_$_DBMw9q%w3ovIaI1rK-!aWc+`P+%yT<CLI|V3{b_n6E%HfpA$cTU+x2&9&JvGu#U=PFstvohhN(7JFSIB&e*_hcgP@fdXY4 z-I_=$a|ZnCL&{{73FWUdQ&e-Efh=AR)S)){20wrOpYP+Ec-M)1zpwvc{-!@agvtH4 zill}Ib?bKp3m86YU`=XI3nHrbf+pW*m6$H;`m3%c?8QDC%i@n>fYpxUond|0pQ zbpJHP7RbFE_b_+_6iM3$J4;%kZ-NI+Nn@ zfxHIG^zkaExjWMiUqKAj_z1L(81;q`#>=)@E~@>OdLekdJ$gKlt!J?U@ogO+PexH1Ql_slREGQt zI~@p^NGVF|@E|)l2!bHPCsIrJ12xdInbS<@X$#rkJWN!b%%dqcwx1`e_VRo(8;T5& zJPhT^#;JDld?rt>@kZFN^O-0=kV(-pe-!DIG`}=4{&6mAH8;*oyqnIvV1V)LpD7MYa zm|ddg6jzWLSYbN;uZ4^$%KPYmJvYL>dZwCVh+^2H!YyQaN9V zt;C4kt*dV?3=_-&-9{WH6k8nXTU($LO%MK zRhZD>wk90rP5dC+&qmfAeJ$Jrof=l-vN*dGAuw$)oDeT))wJe-Oi+937^?nz!F!gP zLIJ5pEbv$-W3Oaiy}PBG2Scv)U9*rJ>{aFtl91ANFXge*;DTi``LM%sc zkZR|Wwny*ajbKvJk;E7IWQ67uVd^`!VOr$~YfonvJxoT(%U_C-GKhA4O0?_#gULrc zH%+^n>xmMr1Np!4;ins7+yhT!ASY#rCnACaBrnkngDUr2P$l%1!$gtHJor~A)o|`I zu9Xd0i2qXR)z(?5B>X-Oq6bkx!*u1xB??$5>4)jA%pnPv32UG|R2+s-d$`el$8(vl z!A~Q-Tb=x^}~#i=z=I-;)c%Yynz9z6e}N>YAQKo%xC2 z9wp5S{=Xg)?D-zpKskrmubft%bt_{4Xl1XDR|Z2W^*&!0w2`!%vI%w`4`A1kZ5iiz z-C#?*k>a+A(+*Fn$YR0hP_62Y~*bp{f zww=6?Wo$x02I|EE8DjI@CYMLFBp95%e2kWqrQfdnB)O*s8Njzu9X1A|j76CR2d=s7 zz?rya9%KhxmTyNS0~u6AQf$$7Tn`UK68-U?7{3Stl{B z;kv*>QiN0K@#;GOx#p9QHbm|6DAm2nET)e$5uy7u^c$~FNAW*zNClO9T^<|p*bY_4 zUrU^V-Q9u)sQ*QwOJ_2|&$C&mp>FU^T%B~6S#B<5&b%c^StE(*3KLghT*NK|(T^y~ z&CQ6$dpW`Hkewun2%B^7taT&Jzdu@GK142sHa|KWxMAPEFCL5JA$%*@_X?{%Y~m(@ zKZ0)k5>yp7UZT{A7|isO37CNr>?pMvON~Q=WoWJRHlS3Ce-Q1@g~9m~rxCZ$Wy|Tp z?B`-X6!JvqBe3?3lwI46yv(vPlN~EO{_%o8V@v2<@Uw2@{RO{)K|R6N)-G+O1IzGh zna28Xx}Y)7uN`BCtrf+HqzQ|K3X3hTsTN!8g^bRj297Ne;KY08`{e2G^tJxL)(U`B5%VL z+V%dHQ%n_vp3|JYe69jx?tv_Y9C5G0=KN{n$l>^t2pj+^tC^4|#p-Fov9-iCZ4q9>29MFqkdya^!Jl4>H{MPOjr24w_7g-gv8Y-8lmyWW&Ry@x%T6 z_9ig4_Q17+9xr5X-h}+-aTQ%lvH25i(VjB*B=X_fBP6K`g2*iv4p*cSD3p9`K#Drl zp{a1PE_f$lYtwuw$(ee_Zk?a6v&s!stZnRaDze?jgu&h0iZUm)!j2`lH~YwN>*g{i zXOS^lamUs+YGH3fbQ>0KL&5z^fq`9X2C<@@{Ps-;Eey8+GaFmqJRlu0yyp;p>8#=3 z_auL{1o|;-xwfhGDrj=Uy>2SD-nsDq%DVy&+qCt#9UYBdHkw1S>du5~aLr{g`l&!6 z${-zF^0;0LE@}{nwK7(&4omac-2d7028zBvZlHv!Gc`jGo_cv-Dd2DtuDK{Wor($3k7pdQ5Zc_JpgZAlf4%DhZ(MrX+UR zrNyQI+#7{(o5`ck?r2VxCRZ&PD7ND$v3Qz9uAFcxEd$kt2N*-amD+pKpYtB|Jk=0> zGi0x+CAznSiuf~6K5ZOv?FP5KfEIK{X{Dh*)0>I5a5z5+f97Zd9{T*5CqFhalBy)W z51zJOUFQW6*F$N``u?-Ee7_SI-c{RmKIG@j5j(AeQBgs1=9PXvJh7*Uyu>h?dPxLHvQFFXiPjW+kG?}5PH`BWV9K6xpSbhY zQpI_42QQ}bgO|;~SlKyjDb^DYa%w=<(Fwd%rs&J!+I}kS@OrH)>*UWDpU8}c3L&-T z!RiYi8%*<7nr|cpDP|dQnT!!h$jV0MiDT90M?8XLmBt8JNKEg~+u}!*TozdgMtApy zK=UU|;l0kzA{C-(#=Wb`?%euXjiHm9Q945Rl(u;;O{jH|EV&)cuKQ9rvDELTgB4VS z}WjO2bz3g_6(yOFm|Uk`+VIS&c18Z(iPc zU?bmcN!ndODHK@HYqBR$fKLO8l~<`Dphd|#8`95b%5T<+%p7Mtr<5gC$L0^tN4}KF za;_)uF325}S^)|}5%T^eku92W`H5`N(vipXTZ0f2_575YcYH3A=}Jg|`=b)ETKlMZ zW3@<%3BRm9oe2Bde?*^U7UihE6}PClV|s9bn{3^ZV-2l+W%{&mnz7ddjjZU#E7JxE zG*Y5hPa+ZCBp5Y&eG{57@u2w3kc({8dr6E*w_IlEED7Kcw%`ZI%+ePo539MTcqy7@ z_LT>jrlYTEK>8w0kNH_gK2LR(6-sW<;kfxi=t|4gQTl}+@SYi!b#vLFkD<=@6N=uN z*;Mf(j{38Q>yZmrfGp>O^1t!1>bK86rujqHEPO2EefiXPE@K7STlRBUKse$61HmLX zf9{4lsknuyehw}MQQ>)e&kkR3$fLD|FQ_zy`ut2os~ek5@A-MvpzIkOxun!yjI}m1 zGIgFEmGTsGuV!lKXAhPtEY5t2Py-7Ydu-uSrB!q8h)Zmc9F6vE7s|J)E`_qU$b1A$ zo*_YzF;+v1S~ru!(wfm&$S(MkcB3XBfDvbpTJLw@Y;sVN?wOJ3qzu1RepAmPVUjBZ z*3F+iL{0DHWZSj|60qy&x0-HMY93yU=sBq3z59S*_EwfubeQ$)!mp7e!-uEo&Q+3d zOocm?UIBj>87iC~55MDRJz_5nyHZ-I^I$SX)aJ3|$a&3^$`s{?lfaxZRrgs@zM?=` zSb%-qk*POE0IRAWTPOBbI@V@y7nuaW^1k-yaGkO+ERz0pv+lii_@hJRjCaCoCo`6b z3rvz&Kvo$}l@q*cH@mySoULR<_8B1u-~(lH6hU}=L^(4on0`X4(RSpsOMP@QlAeV} zZb8p_UoJa27Fy}(h@_*nE3*Iy4TzidPr#m#c~O&|T!`hozg{zWGPT8mdJ0olshv$?%V6K{CA~Kykz!8uC!$jiOd~*~@^fWohz7iX<=xs>b#_}H7 zNNeLI*6S#?%ASsV!ATxL1xk;t-C#_MGYM`cQUol+s&w^4ZgEBM1G$ z=8GU~DmpK2N)dTn1X;Rk;2X_O({n1^SROdlQTOj8+^qy!9Y)!_+<+Jr7Q{(TivIaI6&P2^DhW=`4E2i3Yu{{?%$*$@N%EhpaAXAqZ+(&vxE z?&z_qXZ2!f5&aAnMv} zkIdl#N_y~O+wfN1*BG?&;@Befu}f`3f%@2)X#Q3=lGt2V5k`;Q!W{FnVG>;s?UCH6 zxFXXp-d!8VmhEo{dkg560n3%ydRI}C%{(GHzkiPvq!Z+ap9NL>x&*=^> zJ7MEFTVTo)<5F-w6okX0fyMmHkF*!PvT&I^7>25yZCWRP73!~~c`6G+4nf?jco!UR z$XAl_ixA0qfe7oG&st0b=(ivsBngc0LL4}kNT!q~)y*Zx7^(%%Qx&V1qM+|NCS*y( z2Y9Vk2C6d>BC7pd9?N?xxkZJR`FUTe(X8Ev&Tm8O9>>@;AW>UzPp?8^zAugbBI`D$ z&USzwWN!G7iLlxZB?SwTEjn*67my>|2Fm&*ne3jMNB^VciZHN;A z0_jhuR595@XG-{z^B+M|19mT1K^s?e= z5nY&;et=no0Gz8KmzLL0WRDUpQ3C2rKE42k?D@JkUMjqnt>%3sX^eyF1jp3QO;oZCzJ4)zZqmLNs}QGiS6zoYy@e^$p!{ zgJdFFN=ExTx~zD&e18&m@KIdZl-es^9^Rj?MB>W?CDfyK94`W|;}1F;3^t35YbQLt zzA{~?nYSj!-i!F(S7jsokWC^)jvAGEyqbKUZL`OA3d^u9(Z_@m78{|& z?p{`+C$KV0>$qwp;FEt@9;1kM&T7)f2y}+eas~){yyouVat4heGTE-JzjNz-GHWOC zKM!G<5N{)l^Mhy3l8_a*%<@-Un|VBIj<{fySdW}-r=1K&^HIt{^{+p?3VA>O2PLAOSEQ|Fs2(SW4{}FsC zcpeut^9{E~EENvXz-hwp-$`oFqvhqj=-(q&B8q~TrH}R1<`qQc*?lnd#?d@y#EX0& ze1K2F9uz(S{>Uf5t01zw*>l92XDqsNx zr>1r@XQ`kpFbD^ORg2Q?kfVae!69NDbJ3{_JYK!FaP89;!v5#)31yDNLheJlWfOoo zc(i-PfwIR8EA@L7xf{wCZ!&iavV0b)uaZNAl!WFENiF%9ge{7nE+~PzB+ytpt<_Y< z?i{7sr4JZW$<~~b+6SBA=;huR_EFIfsTbVBumkcFl27Q%)++V3Ul(%Kb)6hD`In|C z;oy#6qZf`)VAUS8ZP1zNkSDRjDpDVFO5noc;<^{a8I2f|@rnBRv@@4^R%d8nvA6$p zj<-jUv!s*mfr+LK6NMh3GdaN@uPxtI+F3%r-)pRd2`&VA$0zhdYfeIB#b*ss4M!IR zLcCJFHh+T2q}LNP=PY|)y0C-#oXwLuvMfS-%G%CwG}QFShnuGx@Bj0F<6G<8084bj z{eft5z2;kyG&zx=FY6cBk>EL>vcc1cORa{#FW&8UP+-atO0E@NZ1x&7mn~m|c4TW( ztzoTWHnR~MEYc1L>QpA-jJWd;p|DW&G#fcEw^~5a#1gSSX6`D#@J8n`y@8<{tZHPf z(+@*jgAJ!jDoAcbLv95=lqzDT3rq?cmJEJ#mKpZ2%?)E`*iG7G*x%SI%KbKP!%*>^ z>L`GQZJi)028fep%Lhk^I$jozR-t+5!3^#9ZJBK#aU4$m4plMSWhE!@ndrz3DOS1p zP#AQLH?uVpp}}jHH}^!DyPl2aM?`+F7vj-&1isR-UI=tin`XlJ?u2^tzHGt}?;>v( zZ3k(r4(Wytq>7X#$h~B6T1jA1GGRi4pwo;&rOoRbd|WeU0~>1uCKv&;aib=5F&~l` zH1Xi`899fTZD@9%%?Q_OL6IQzkN6AwZt{{XoAtU5?XOwIQ9rNuv9Hz@y*V^hbl`Cm) zD;~n})Yd(c1u%O!D8^dzAr9ik6hjaXC-sQqsV6-!+~=Vo2)K0)(BD+3*6oduilG7S zcTNpmu#FHl=EsNN^+~R2dUl-Ae!Q56^ZWnR`|$&nDw(lK36Nxc-OgU$Njr&Sh5o#3 zWS&22s<&s=F;JV+A2l+YrQf&4l3%(Odk=kUq-(Bl8|19XzA?VCZ5qPHwpIv_MZj2& z+MY&<$MHb*_ib2{iZnl2J|o%Y91Yi(eqV29)tj5SGFe(N{;W51_FxFm#!cO9={ZWN zo(_^@^r|(29R@i!4tu!0$&P4B6|HVP>yb&bjalnq$&#=XDF0p?Z~O@-QeFbxWi|;t zz=^W9dPaD-hLhoE%gr62o@R2X1HIfof52=3f*V90H=hq%@x~UEDbR~lj)FcMU?%wo z=0EpVCUevlGA^L?p*->wj8}&|@`E-2E{8D$ItwX;lf$AUJZWP^vU_TIOM*CN zJ(0}B^VwS|&#ImYBMw$_aJ%83($N{ucM zTf*`ZXT=JGjR(Or?&4A_%EOegm2B6;w$LFv-UT&GSGvl4DUrr}xXRB*rBC4I&K5;p zW=Lnz?{eh-<_X-0FmCH{##Nh$d!$PM2!Nkj27D7@h*!$b6Swnr^rnMs0ei&Q18QOa zJqcW8rr4X%X*}}oz`N8RQ1-s6L=CYNXmk!3A(G1EYtb_>IN;JYwfyk3xG zvSAWJsG|%wcYJzo*oNegJH~~{U)`3hcXCy1B-dFyCE*|UG0E)pUvi|y0wyIqIiXz= z-{)U0OClTvEIonIiC%`S%0qcLH0l5B$Km`w4UYtZ6Takv01W&-|} zI{on(E(@NOAIK{z79ZcBTeC}?C9-6(RXJ-=pe4%>q?xMETe32K;N2xITy;j>(!Qz; zR*f4%6ktOkdNbuO2!=j1>M?*mDZGox3q8CvpaAXb3iWC$e-0akl=R&*f+VJ6LJJr3 z^)R2$CP|j$N5|0UmDo*U|#Aa zYBpZNGZp+hbf!f}`Dm=Ue_lE@K+`H33nOj(Sp%=&GXbkyjFT-VlLo1~@l@0%rJ0np zyGkupJGZ9__^`S2yxYxrv&3PtCFlv0Dd3}XhArGutdZgQ+dip>BN zy4L215ACH!5P93y>RmSA$wezdtdVsiL40W=oAZGqd#XVesFoD-|9m8a^E%2lL}>+c!(!z>*s! zooTVi&Qm(DCT&331gHtlI4Zm}B#hDv_YDUC3_hR>-cFLP#NuQLrW1>WWo~A{+!lsT>Y_IF);`9s?kHt&!@>VGY*YsyLNY#-? z3v%#jH;o`rcqQWX(#$#KlrK}7BSXh#D@^!+uM9kB*0emnIe+~Q)X(cdTx;Uxn2f%; zPW0G5t>m2~IlH(cw->>m8JlA7WHj*l`O3U$D-0Wz3p13P zpPZMhS@nR;$(;ztw2_004Ilj~N~V#UZo`Z(GMr3pS9WLmcW2^wICq^%&JRRG3#LLh z|H{$h?NV<=isxOSkSS!(BY#=3)vSKejI1?a!tJlmo50kX@q4oFOE7P)OU*0~;Bb1y zaI{D+HUW))qvX{2rn!cSLw`)p{msMP4Q5J4{~> zMJOD8=6Ui?O9PEGZFuy?Gr|0xy9bIk{A@VQ=J)5ZY(a|auSBzn{Dn~Pkb@vr|6MB9 zTpp4o9#P>c8Q$z#R0vjCd0PT|)CezmcP1Xvx*ce@L9fGy`ThNK5O z&hT=!Yfd#VRE{KroR3{4zQhj!&{I#OdP&2+rgU}k?0qTU6+pyoU#1!|Grh~8yz3X+ z>TR{i2(l)Zu5ijGHm)k^hxxvHVm4krIr{-5Pt3q}Uek4<@^($gvjBxq9>TV8^_kJW z5cXAAqt5TBp8{L45M)BT!}b!HB0|-tDxuWlo@t3z-1wu&uv&6PRBwU*``ce$B6-7_ zRyed6jV?RD#;erE4zQ6Ske>^Vx%w+lN!Sz0|F3%*I)YG=7L@^g-2xsWTKx@u3|(0Y ztfSq?)-h3xo<3({1iXmfD(m1k!+%T~WJ4C$+Wr7--cRn!*-GfZu&ifPwmZ_{CQ~;K z6TlzCr8jjgv$xj-?7>*L^3au5JnBHwC6x`Rl8o)^pfTHL z6nzboB^Oy?aB;dvFpakC(uUoVGF>X-L2=Ln2xb>Cz6^H&ORoO&<2Sfzv>s-pqRTky zGA8Cjl4eDfA!N519Y_*9O{oCWjU@i(;h0gfc0ol8?SEbsTUc~X%IqmZoloWj&Cig> z@5zqGV0UuzysD8?+{AK83$a6Z8>2+z5N;V#$L5)>(2-;8jc9oI%}uq&^FLWH5qt%VIK~`Vv2UhCEs=n%HuDhuO`X zQ_KSy-!|ok^32@t1LMQA_>YX>gG`Y*agJOKQ8<5RVLj|b2`BP-60IK{BqfPRJt0q& z1JCB`Fa^&5`FScl47~+EcptlnT)AM0)+e&&Vpe9vFK9zn?)PE76WcOcZ4DA)tEwZ7 z|34xfguocQA>GD{n%_a|)be0dkw(@O3J+s_+Yfjb$vO>A5vEE^p=OhX$Z5vwaWzJT^=pOw2n-gL-U&f@CIfYC? zDg?sV2m-i3m88wIlT~3S6t)O2+&$}YqF8D@h>OJJj32sVCkWw#(r>FM5>SN3WT+_! z+Lx-0?``8^nwOMHH6Oiv;DH&1fHFM*IwU}83I}GuX;_~WRroY;&2&vTJiT$P#~UyN z@gT_$A7gq#)x(t!+O{YZvV63P%Ah-G>@i^q`HVzE!gK3=$B&ez4z@L{Z4?oBFsqBF zm)Z0m+eUP)BJ!eKlvahp5XAb<&wq9j)+}U1p=iYK@7VqUuExc&k+f=4Zr@OKxnaF^ z;NCWSxg=ksUAmS<`L*&T!~+<_ojg0tP*s7j_T40rBjUv-4gZVYI>;%+eQfxpe@`Z!HAfJrHB|ygx*e6a5sK?G82#Z z)zIGxMAJX8_AWi%fKWCZuz093iu~V(lQ?}RB1l6`w0I|A9O;_YlF!bx zm`a2Xp)~gxrIv`;=4Q)D@EV%GcM-fHajk?SKkq@2E`oOi^W{4kXlB>CIiGWovb299 zsciamWk2?ztiu(~EMvYm?#1C`s}#h#AzKk{W+u7Uc;OTLLruw?o(jbo3o&2Qul2#X zcZ`Qd%f6q#AD8Wt`>)JMBiE}o+pEx$6uAbHW&4fA%#?P-5jrrONJ!z?}3Ce<$oC+Hnh*T(Kve1L@uR5J}-9)d3t(AUHl z!}h&y5>TSo#Uc}&MZ%TiO)cIO;!Bi*No)~b$z84Z8UgoG|M1Qg1S&O3&HcyJ|Hm

Uv% zEx#Ao4IiZb?PxX+V?w~~)9yFPRUt&T)XZ?!j&M|V8GzYjms0m};RU;g%wE2LWelA$ zamO!1m1$2I3i6bLWF{?~E-d2kAa7`^QJIbHJCm<7zZWyKBslDKX#HfO*$aWnFuv~0 zjbaAZ>)dATcMTW`74icGT7fU}I>KP`jN&Lf96%B1#PUCh8y>U}QH@FAieoNp7 zMfL8<7o!o2wi9qD>`+?bxgJkI(2_}!+Z;L`=e%uLj-8vs(va!J3LQSz2le1`wvolnS zg7}M}29>G@-@IRTLr_z1$6ruvNw1t~=KJ^(1ywe5?fMRlah-#uSfnZ^kxv1EIZJ@b zX$6yByQ3jFGoL`TXq?K%g=>e(WPk82datp*ka~Gh%Pw3jEs$6eQ{;cmH_%?9%ttJc z{9~A{Kbp=Q3a4%pYG?6A2NVzqXdmFe`CR(BzIp-?5Mc>ok`2bYF|G3ov2TJ3h^( z|6HCXob8-Rnu1Yg+yZHT1na^c*o-p#3&_mG2NTv-I0GvquNs=)JkBYyqVn(db4HHNoLF^E#EtBATP{AO?I|z+s4-UOr<|X5()|J4NU$NFx#K2} zexB+uXO<_K@|BcOJx~!AA9MBhoE{t|fscr*Kju;fJw1>0ba}4+*wQ5C9710B1_*vK z;KzqCy*#2uT}_E`kAEaDogPm9CI^k$k`ggIZFPPgNtaD{?O{aE5A;cOE|~a=S{b81 zgBORiZIYfQqG8PNCfTQx*{n5^_&vv?XfScJ3h;GCSO$v=I%I9?^D`9qctokU@xvvD zK*mTpJU;joQ%=W$7x_gU>3o-5y{C8bUKu>T+JsMV!hDFQU(!D)i?ygNZ@)h}F78_n znvQO;U9`__SQF6=i?W9XxeaSCmoz0Ex9YZf=8S`}{AJYeIFD-E0#<(%nCaWM~sj+b=~N!|&6AtbIWMYoNxwC2o% z@xeYq^?QXl`@W5=BEX3CKnUl(;+|crhdZFg&Q)uPH#;%fVnLuIG=Ikj5{K}nH4eZ6 z+sj~Z=n*{Srbd#}bdnhoOB7GMyBkN6?-gLRbUu{_N9i>!9OhdWm%z~YRKGg7fBmh z>_3ks6$z)|5W>RB8M4>z`n$)EF z^hLxHg(kDoVjwO#v3@dF>k5NcFT2$mH159_?3I_n%?9n~vDa@0T%`n{KWk_IbEUlT z{iIJEB0GZ=H)ngYkW6uNHWGYr+HCvVRaWQi=1D@mb6&PWc_WZFgYN2bVp>MZFzNWw z1FZM=gpRK8J_VNRT5Or|Bd}d*L(41;=#ljLsNq%M$ZaB5js7aREn%W8ErvG$c8%9rw7(HvEq zlrEPARgFD_V*OEt89a^JPN=x$*R_$a%1WsQh|+-FZ5WcML$KNVv$+uLjDaV~DBA8f zX9*;`bL9%H1&P7_KBGv?uke$3690$0cT1LB$B}m5a};X=GLuMMbN&N6r!pfX5O4=T zMr3vWZB=D^KUQc-BrfisM_X9@G&=V8%lnbQ5I_a-I-*LREL1A%=$m zdBNOllEn+wwih#JcS<>D3#DF`l|(b`oT#xQsK$wahX=4kY1g>)yg5vf@F%ygLbHFo z#Jc(Zb^knzcmyyzEiwtQEnVBP^>BTE1p(bR)8yJSq7WpN6OLe&%4sb1g;F4UT|rj) z#02dAZQ>;HurVP->?UVHosVa^9U!*#JDr6b#krvk%(q&-=Hu%9pt>vkMdLR>a3paP zUoE65v=aNVECmI3FUml{anVTqWIl5Cecimo z4XPaf;>G(l8OS7QfWKjQ2AhsJ%2K<%WInPGV9o#*s*Q0Tmn>4e6UAV6=ca1sE6hTc zmwUS9wP-89p;_Dwuiam6ob7&$0%u#^OE``8MKTil!zlOp2{ar(Lmh~jv@&T-^P}re z{bV)6D3ShqVXL%EB_ifTG}!A5V$4gJLZm_eX?ch<4gub&Gx7%I(GC_5$jpdmLZpsB zfyRpn;F*i`))BHQ<&UticF!=~lg#l-efe>!9>gM<-8 zi*zT781^@rv}T_;3P&GLCRK(X)Ro+&N-{`|L3IbHIEdZfLt*%sp&AYq#ql|Rweq03 zA^(%b2h2^Gx+Ej;di_i((v2R=j0mVwWHb>_*lsHty<0a_9)7EnupSX*x9qV(e7U5j#jVO*Nd>#XN8)F@b=}WC zk?82LM?jmd7(aK|0_@0yP35_4q+zDGbdU~Hz$O6W^%2s5lJ*!f1z3%1mGw&dTx_(& ziiV79I>FekDN0-2o{@RI^n)J2Od3hij%NKiE$uWZg#=Vw-HoGlS$1(|xE59^Fre27 z{60Ds<1c|tx%tY{TH_`&pt=?xE>~m(XB_f^x}rjauHh=sVKARfPc%14*HaP~sE?H+ z7t_Ip2pLddNE}aq0tX_D{!ppOUYJxcV9JzS==gR1`GG|G0uf-IZVOG}PDQPH29!@3 z!(x5LlCXA9YXSz7K6ccP`&s$NwD)CT{c0i>XUb=SOcD5Wpt``@3Hs$rCTP(YzY;WF zanm2fZbM27{L=0*^7Ynrvf$0QU3-NXE@m=Q!$1mtg#&Gpjd7YT(OHPGYz!e((xG}s zTg~kx<>5d>Z37R;z$D$cl(0+AIhBCA0+zUEPi9Kk64gGQnO4v@PQRR4#~M+5JRmqv z!jatHH|6B6PZ?Z#cK9ncb=Q<0hO<9dVlM}*X?gz>0Ir?EzBAH42DGqZra%8If7XDBMV?!t!BJAr3<$C$(chfxGzkM+`(feJ6|RyGzG6Qy z5U+_mW{aLZq7C>%w|-FZa;LKVi{XhsF}Uzp>3JX<_i0%>3Ue5Q>haSm*`~X%Ny?=! zUYaeDlFfI*+KUM8IC5MHnEU&@CT?n**dBYZrzN_QcW>>J*GR`x0Y~%cr+CF_f2Z07 zKFgmaYIJIfwupB>Ngl&Ka)rYNkT*I}q`(7hzJ(e8*{tJ3CF8wd!`ETHz<99;WkDA6I{)GD*{py-C8 zZXF6p(_@d`sH4^hgVRMA%n6rM7Y(<^?j%eMb5EdxC0wXX1xJH$x!q6*yf_jI_Vp1R zWU9IPQ+1|7ly98LW%LE3elBB1gmHXp?zAT3pVKV1t35&dt~pPR>V=4VEVkm7X@9Hx zzPN>6goX2=97EaHJDxG68lx?h#L&V$X1392cK-?2hat?&!PhLInIfNza zo?uz{6Iu(k@QuczGyYfpr|1KM327;;gQLKJLLEET_a~F0aM3y?izOSdBCqWU3#Td2 zaymB9wchWU?G-yARsA0PY~dQHP{^ zCRl$;tx;qW*YmnuIay!^aG&>d%eC{Lw*{n+f3Qld$^~`bKS==?%L3jLS-}2QS?$K0 zFxTF|TP-**iFlCvxwI8N8^^+G#a|g-iJ*+kHZ^H=siyGP zQS4k08d8NG3fO$F$fFXFO8``r2*htO2W^IOL8P6#~M<8_~ghtFjHd`{XI&cbc>^RPICt z$f9#UG?v2Iqfr4GUF2i2mGJ4FA+;?{HxaK4A?3DYKaJ`{Ik5M3P|pgE)w7TCZ(zDB zbhjK+?aSfrb)a%fya;jQVimG0m-InBKCmM&leHMa&zYdlzrUZU8rx2v-VN4|AdY|_ z&6Abi;5Q>Gp~!CN42M>dv^=JQg(AyeetZ}XJuA5{bGbf1q_!757-k@DN1^_?x^-kG z$kflf+1(E8RD*S#x;CpQ*ZCu#Yba5Smbn^OqBMzn0s*XPC8QeA5lAe-h2DLcmOPPx z1c#uhESIqiq=R{EOenZl8Zy{H#)bgN9?X6Z&FgUG^tx;a zelOV6b}h`?%UQgmq&=zsnQVfqtOdFjNozFzKB?L=$X#3mICy461p*i$Egr64+X`Xp zSt8lpV{!qzv^67Z6*8Mx5NNw3#xjqz@((smzbaR*b@FEq4Ayz}TqIi}8+)68WGOrUV^QVQs4#f(y~niUdbCv;=qTz3IQZF6c`>!nS-f)X&eScY3d zvmv}&i;|BB3GmhIY5(KF?ed- zgNm1rCOyRbgoExt+^m^Bv)OQ!`RwJf59q{tr3L9M(hp?idJB2hvO>frU9BHv>79M6 zo;A_$PfKf69-u}#xULf~jGMA`UP-Jyd#7Ma9SWL|dKa{}e7a&H9{W%X*Cn1oCT(#zC@e9Y6*h_|4iz*&{~^fCvsy7;8xr8!Q3 zT~e6?RRzEE1N9)nSlD9Q_C0zD>7Yg$iuVoqMaihvcl;jO7`k5 zMGhz(m=>WPaD9N0>gKgf`}1uykHj5ysqGn~`NfVmZ(vHDh6Fjz97i2TBgk*dYDP)tYd*TrztL!+$nwF-7S(EfHk zoP6417i?-Jjq!%G!Fw+wlNBu5{@1)aA9p>D{$b}tyEEq-U3;QR{j3oT@2)>f#)e^u zFnbOP!{kw`QAPO_m~I3N_g37oa5K<2oGgg5gXNw{xb{08o6zdtKd_|V23YP7HI*(c z@oGsj1^bOU}6RIo*{7jJ>*d+w{slE$kBUkj9xSt(#K}5&oti!j) zu;jKD;ixg0v%<7@`LvZi63{H^36szKnEu0pSKX0i!5>DYe7KHTl^W4y{tKt``2r@b z$=e%qSGl>n4LbCAkL=IHazbXH$?9L$Y)VG;KaJjnFUclzihiT3DM{n96@MBk+iiv% zsB)cWg^e9WNYON4mX)^y#>g`*NMe2;%W<$gp$vrzUET*a~CdZZ4omld>27hB$BCRt&d$<~!j)5>?ugJYi2a=_Ll24al?duXF z@>P@Q;+EKp0;s9ZDhwH@CIKUsjWaq|Y|os`QimogONN27eRhzjAc-}&dz$y)*W-!k zz*f`yGZYXuXX%5Rps|P5Afd?t5cqR~)eMtXBqK>`JI9X8;=_dXf@jgGniD-Ty&VU%Nc84vI$JMxjre-LPjWQ{ zJ?d{6pY_`|Rsq)Wg;^q|5stSTtGnPh&>+Qcge~<_*pTO+Ak&yYFFlRTio62OV3Fx+ zLYmh6MG?~6sti)8A{kQwTpKU_sm6s+q*!y~4DaI$n1yFdi*{S|drc^}eL)G>1wrXx z#+RKWEeMW^SI3B4Xwdacg%x7j|GpSW=}B=VS-VRt?1BGKw@H95e6(6qeHc<;ov!$( zwlGgPH)9(X^I4eA&hz0csV5U3D)O7z#I(`Qs_%EkhSA>diFM#*@M^v(ZMcH_N6Jr8 z+-IZE&eo`;625F#V<{MZV`l;&XcopAy&F5qu3CQZM(Z-D>HJ3P;4sS>M+1&zZr;8e z2@rb)K2*Bi6r?%3+Wa3>QrwgF%%>2tAC4GTuOG`)e-?^@u#*i~Z8-UV{tK~2f$wMf z+0^*iB#+Jp8dFTb!R|yHFoUB$n#RAc&Zc&rRE+fZbr~CtokJ-hUH7j~ZhsuH300De?0R-rx$%1_ zN?Idb(v`?MP(Z$6T~abq(`s*$MXa*MS`>L#;ku!Lqdj_UPT3dB)OQh9U@XW1gF!MN z1uN+rvpG5^?oI{u?!hv1Di4cCueWav3)=*SWf2F6snYrByhw0zTH@3rj5^MRZ znFt_qQG2>rwHl9oh@mu4l4Q9>lDAU%FAwvV2!j2|ZytjL4@4klE+SjHB%{o_z`&W! zrqGmBl>3lg;wk466PQ%4=CeY3iyx@u3XYn-V1rlMB^JAXlb7$AI7L1$R6@DUB^WL$ zw)k~~wSCsKuJjmyK)3saar4JxgN0%cr>5yxMp(L z?k;&CS~e%(`%j=a*reR))Ssk!~3huCBT1&M8f}{Y4BmN>QwyYacUp%RVV%m0w3Z7Nx8zS@{jJW` zS-eH4jwh08`X|{bvVeoM4yGkww@~u_xoF}LFLKX^K37FXU>h`K;sIIE&`Ml8PVpZe zy9{k&SM1JPbfLtdE3gRO23tuP3xqlHT}fARK_*Cj5IEYKe{!;mjH6OhrJTuH5-I05 z&qRJM7>Oh&DXR-ZI--mNNPJPZFSHgr--*0;qi|I=V480>>EyzqoNjNf>RuF zo2A4|iOZNR4Q9@rG+Y@R{}}?BUEP`J2F)JMj){9mK29jCecyQ;Y#?+f*=n+9(DR)A zCHal(r{grLw#2q4zsZBu{4*FwxS8R4s5{I(nwB}S+5}ea~=t5~jB$ zX->;m=jPS~@%3@J;nOs*i1WL0|vf1hGqH5 z(ZAVbM?Dld8fN*~8v^1p`<#>wNnH%3d`EHF0({m7SM94*m5|-}eEhVvGnY2FbASXz zI$`$Nq#_gkVPeAaacIK#6BC{)bOys5^ zU7;w7mV~hNf-ZJcidzMOHGs)}y&|DCldWU`ZhHpxp^8p{iD7%OV)A%rAmRZoCx=cT zi-w~;1l4I!Q52!s3Km>q%8q0bcV%dkT#-!@9*DkY!^bSa0tyZ-Wby6f6uV0euN{%k zDD!Zv340|QpB?Q6tv$o?+2DYyw(o}}*UPU(r4e$+=nWjU9FNm8do6C)kpXyIAhjC2 z7S1Q4<~B!nh4LP5Hlacekz;*>I3$Hb!Ljys#R26Jn~sZu;=Jb%C!~p} zI%+E;wbZsn@aFpT6w7EwJO9m`^9rq~D&PPRP%|*S+Ls>(F>$+@IVHsp)pgl~w%*ZJ zNP`wLQ7x=C7V~-a+k=o6Hd?X_=tACjzbb~kQ3WTu$na5A{WCx*E~paplS$a4_>idY zhY{B|K>kb-^&jlBja{|uM5`_I1UvYL?jOo>YnJF=%rE zywA6=buM_bD7SpGbQ?h4BP0KnP^W}%kFj@#Z*%v;pmf@}S zGMTfOPb+xae{6P*hkpajhgN7zM?Dfync-^ z5~O5dm{rRUNx?JK6we;CAvixo!3ohRU2$A4E}(wAA$~q400TcP3_QOJUHP~skF&A} zr-~-Ng$HD>y&2iRn#sTOE#-GYs)}RZPw&=;fxdY)>oa!lbr7C( z!5h}Y>qCjE)AsV6un2>ivB>vq5-1^xWkrRoV?I30Oi!f_GJS91>Bk`_|Ma^arPp5g zp7=tCsiLo1^y-P`L2OOjH5gOzM*2O7#<=ryhm65Q2eJk8_eci6e7ZJNTYj981y$k@ z8S?K+C#7|<|F)?3IFWE7jAhMbVdd@rb1P0$$%_}Cn?gX5H3UEhsyr|diTQPfGMGCz z4L-UmX`>W6yqRsoUStr5XMgbG;Up}~>jU{+X%ktCDXU_PeU28|dYuxq|8POLwPUh1 zTAB|d{V%&ThY0_BAS#=W-*MrfME#y<{c|O6PwSD@@Y)NLwyj+j+6*#w;T;;&_HXUB zY^)ixLhsVNBiYYH+#b&dGGYi3t3ny?j`L*PSH>P0@Dh!eE2M|ly7ysq^>V*@=;0u&4X; zqvi4XdKGr?%l`8x|MQn_O%1yi7)?z;Gq;a1L}5jg!Z4rh?98i!@Z@A94wN571-RH& zepHF|?#Y&YOLbK_m%Kth2MW2W2&ijxBOrox_Fz?XWqR zDo7DPfOp@E z=1MqR!Dhx-7~|JfHtO^U-*Lo;AJca~1qYHf=hFFjzK17V@FPBwxxoh&5BbpyBQ zF1{dLamc=?g!+)DjGvG=C<4lJenhfsjc=JT*VW2bZP0bamu%j>0}$-Ou9<*@C_>2U zW?tG?Co?s5z(Ni^hn*n%2s^AHO>O9NN`_3y=J%h4JA7^SlemO_y$52`BKbnT11T@T z^-)w;LKU_m{DW^uVksA6>ZeI%54Am@*8=-u!n+H0G;^hAuq*}JQ1e4D^--E(^J2Ug zlq_}00#rm%Pm>-K+j;<9Qrk&qLtow#zg*P#B=OMJkQaet78e<_A$MNR^Uqiy8W|IQ z71ejU(|GZQ*EjbCFB5_x+&!Mz{+RSPif(ny3zD#lP zIkAvJO^0qx8P|cuaG|1FaS`4MK=x38p@(rkFV_d?Fr-c=JzF+!^N(QVBt0r&PV`}> zg6!7Fn7jP~a~oMkr(TTtr_U?8BNN<#TKkMqRLsV*QtEsvAA3I0wxu>4d9_(Q#pq`^ z1PDqzjzk77V}FlXy?UbgNL4o3JBDRwDaGWC9@eUXzEPO9=D|Z_^^;mU@>CSD;r01baBTT4= zLqtx{$MUFlepu8s1Sp1%l!GCf2t{AVuJ1x>T*zfqbEfP|v~8S}HJzB*Yr3 z6T?@-KxLDy*X|d|n@U&tZol4xQHTSRDGpD1rG385326zqzg3gZW;o9KA(`@3;lR=CW(X@>p#(*^7Mj3krhX&sCF;|N9Y3J~_3wIzc5*tY3?#9eXaX zH37?}UB@@j4ToeJkOtc4vZAHX$}1@pT&#CNesD47B*YTHNnzitXcjWAl)v}jJLZdO z-?XtnEkp^l>12-k|6xEs0?7JlEt&r=)~q^IGieTlMeZs&Vm`JA^M3vr+^mWS zkexuRroxa%fwelz`$L_HDacngYxnOfz?P+EZ5Y|rC=e0iRv;vs=~6DNaf5`SH1-uO zQ=jBvQI0-xSN1u-YHwXtU5LduSA&#_~;{_N^T;F+U0~`;L6A(?fNkF zfu!9lG5qaH+MOH0foSI{WX*gMk9LjXW>%M>u=7?njriJ}75ob?GII$n_Vk559_G!; z48Sw+M;=cpU>r4gc`p;FBE3w!QoyaL9`<(Fd=qa5@JUsQc1)zewoZTVJvMET>wYVXqTL*#t zzEXtt)7Zo*G0``!oSj_Fg@ahDYYpA|^J%Y0?e$C1yoyO_1^xZ*+U94H^Wr<_nTsds zoL@}6I;Qv^wz?et1eq*AA!oejFE^ib{)R#5vT{-1?cGnR`c`AjELM zVoaJ;U>WvljG%rEh=pk=I*i(6=XcmgLYU#LTy2Hs~|9hi;mX1I*~94;|$_qoU4bOCI@DabOgy1lO>Zk<;V)8xcE$GJcOL~ zSZ3@f6_Th`D8WA?0S{>DV#KD@Tt5%RCt=+aca25b8H>iC&>ijVV>2YY zS5MXm#-Gg!>r&5L+B>@-D>@V^vC4084z0)UpCg2SE>&)7|GUM`R`rZdqNM+BT<=)S zK|*BDpVuL@bLG)Q4h45PmJEw%UBBVSkPpcLKNY{^!ogkl=%jg zq580?58USiu^iWmHTK`v&{R?+sawZCX(~yrf>~xP%Ql1Pg?UwfpF?!PUP=|#EcI97 zIoVOn@rOF7UBp!lz^rR@qTHu$CbfY>(1!oCmlB^^1%!)m^sOsLu8lAWI~N1mtG>-S=p$ycU-AIK*gJd5;T z3_4sqAR!{-^P>@r7m3yW2DyEq9tkgj;p+l9MvW`|MSrghy$VJ%O;kTNKvPKVeL z)~{Ihrn6l+5^-)zYE8L0Yf3@BGB1j1Z!-uzho2Xw3j47->Zo9;7&{6O-Qt)`Bj<1j zq97-e={jm~VoMr)NY%C~h3mWz^)i{flP6nkcC@aN3B4Qlv>_;5F z9!r(&y=rtfnUA2blKD&29ux;(+QThMF>2$P)Srt;OFwXoj*gfXT}g)HE?4t*X=Ll} z41(9G!7XssiP!=QMYu(JJWL&q%`Q(yOCD?X=f<;_!%SSb_NIwS z#a$W+YGlLfN-`!AU>>HPea2rEqx}82Q>P(YUCqkZ&HDDkdOekt#By5LHi@i26=Ywi8{hYrjR&K&!gmY8}^0RyK4vb zH(!3~IWX%r2_i$=a?S|-=&*++v(4`|t=?}pZMSdBIh2%5!pU@vAYb+jES3>L*rfMB zr2$LQTKG~liWKwmUY;CvFsQQ&pirI!(bJ($3$~d)zTf8vD_H&RFHI3OW|Ei12sZ|z z{Bm=<*z{WZxiKAO^$LTvMD;NLlng4?Qa_o0ZR4uGjO4SBafELqIDB}$`w87o(oM|{;Y>%BS>YSoCi({rvryA3J45mj9FA{?3Pa+df(=mcBkXKi z z5@0Fz-0<8XWM<$L^D`sp_QUQu-W|J=?FpMXTQgTOxQv@5HDRvn1;LErGO$#Dxp97BbbnsP9|Z>?#V_ft1H^Y7{!!eASn&OjsqW2S-cy;0Wd% zlEqsXyq)8K1^ZYQ&IL{84*My)k3C!7ZWXEZvAH}?Eb(D3z5enug3GoIGl7;Y9#~Xu zTg2Wa9S(6M3jE>@;T?m5J!(%Ee(w_(NibC$zx3K&XTV6g-iJoX_(_>gg}=8WH)kjv z1#ai8_w~-ofWbnDAZIZ*tT%QDa&Rw~5v7N!{iW04#4VAN93%9{yH(yJpM+R?P#u&< zY4D-ddyE%zr%Wb`c=6*jESa+8cHOq!3B93?1<>|A3|A2+YDi7~TL=PK3=0Zxv-fZw zVSe$6wNsZkZv*UlktDwcMmVwRoWq1&b-(!2BOmHhxekV<%&5Co-6@!c1=Dq#Yj#VH zi5$A#r-?iFv+y58#-C7gxuL;;NKF{08!QJ^#xr=;Nn_&CHc?1Wp|C9d4Kb|^DEnK}AckX`cWGmBjA)aJF~ zht1Nbkxkz2_*4ovddR7!L5g`}gU@r3geC6F4dvOv76qwsH z-J-7aBmwIY_#}b0LH?c)5_1!_ejT*vdr{3R^M&}9Jo_P^@*$sz143EM*gEP3cXOsp z?Us~`nNA+9cz;F7>`8eV`;n9WjLCTlXre?pm+dfL*DB61-x@2&hWVKpBpc?#WqKj7 z%YkA3)D*d`xXTTmRA*}*2eGwTUp0a_o~?fA;I!mKPOp|%JPYAF?xrV`0fMv~9Q|08 zQqx!id9_#(>~oi7#%j-Endy3TY`eji8CZ0Opo&5ZI6q?U{nHc)4X701+R78G>ZAb2jRCl15Nyt|-w!+ft z5Eb3`)Gn)|m7S@|%F3JzIyqpJO#?&y<#|I?W~+b+a>&;uVISCu9n|a?}upn&F(e0p@_Tw>)VLOChk^&WpwPfpG#NV zI65M{!WCR*%)Ul$U^rd(6VY9zQ5T(FzA+X`51ZtT3Tf2LRKF8Y_S{FF*MUfXH8hxG zIOkA?8DO6ehfvViuYe1~aZt+W`0fIcHh|s7(BWvG&7Q*v6t_`Um$4e6vKBe*5+{q7 zYUBZ+l3UX3@zcn#j@-!_=4fw-D`Mv;AL;UrmerLXto0_&ueq69{YGw5`R2^6$vT;D zVpY#cW1>G4dd92w{nd9xZ%OY?my&1>8Z(bYn|4{*oF%*2R4SnI+KTjwi$UF7nI_vr zX{BZlgJ^!GXVIbSmwLdEMO30ohf%o0A#CF0;CeI}a?&K6K!R1~*(@$>S}rl65N$CU zA_u_`R;uVK&J0tYhf-On=e@Am;tXZwN5W&r4`nm31!P6*=yPfOduGbC=QClL1lW(n zIonhm_;8$@)5Dtx6#_;?0-x11(?_pKwp8}h?ccqU*6!*JOD}6z*J{F5Dz`!%f%=6)wlawpUPiXbN z95*a>x))*9AWTlz{|T3a3yDO9SgggxVy)3~&^ABPY2vuaqkgcqC)|pc?jr`h^2KI&CV9h7A;?w;CxkPnwG&Qg(gCJ-r_|m{wyg1M8u?Z2Q4w%p!iKwHP&xDleZ)4p;K1qam^1xw9Zxw|$6(ViSHAg9fmmk{105J1Y=uMPr z$*9=HIJ{JX>YV5sk3_V)V-t0}vR3lh9K0`e#`0`6bfA}oziI&PLC%m{z9fHjL5Y8h z7CAN_3OrSZJvV*ojFKYbI+zni##Iq#P~_z(yljE%r&%4L***t25drtp62uCGmrwGk zu#kHvWdJ^v(=Fv@8e8sef_^nDF%mUl1x_$(;w0BiL0sT9N?oxFbsI9l!Hs>fiMMDc z&yh~%EwJ3G_L4~r;kGEQ2wueY%h{<{_5eESCkZZKn5>Cm_89@zyGSO!FfvavSz&$? z(_ToT%j^!{7P3QM(abG5Z8{Sbe&IwQIEYiXP!Hmh%xjnDdulsFYBxWz9!0MP!+0yZ z4nil3?t0)lITvpgM_Wxz=GPyL6dvs_5y`<7*Lu=o8}yV>rSz@{GtdS-sjO|>JrV`# zBgVlxI*Ip=wyPr4i67_-nOaQv=IH@r7l)izzFwZJG4|{*#(u&4XHEDL$i|MF5+=tn z?s7Hx-_s`n;LeOLJNe&oMGebT6F0VgI7i0y0^c5KftzG^*fvay zOHyJGS;#k(tw8qKJc|BVSk9xU9D5ksm#2;%#;aT0u@U&1z)=r3kK)~FZ}E?SF+1Tc zNm&nM+#gZ)-kKl9Wx^F5t<#(0{}O-lN=}AWhOtxh>2n^~KewO4X(^|s@CY=* z5r=Sx@tb$5bvhP@@b*%QzNBY`>H5O(g0oLRjs$%=0$usOE?t!d^MD0C52lKh_OGR( zbq?-Gxhi(#cBt}@sEOFI{GQ_eXs#&GVNDlXOM*MTg}4@Pg(JYy&C|(oJk__fA!Lg} zjwe9d-Aemt2O7)mH`(mQm*?NJQ_e!Zo_yX#$4YLp*3NuNt6ZAzT=cNGlCzNy^-63I z9g_JnvBwawoe|s%J=^rQljc%yBM~HcK-PVnf1A>pC5ilrO0mqVBc9OH@&$!`2wO92gj$1fY`#k#2;U!(I*Y?8d+1FvaemCfD4#z?|-44XY z#HTF_jrsc|lF0EdB8A5dPFHJ)69fCrZGP<=q0W*ubs>9qkNeqR_r^(_EjfW3B8|;b ziGMr5k~pounN$Aw;}de0`1PqZMek%xNh+o{ll_sLlXYlDy0-K{_?$)P$`xz2<8cJ>4PTT?`S0ds_1*c%BXv!G6E!?f31zOt#E+1)wYhw?m?|cZy%2L(8@cu0=mQzjHF1m{O_aE6OGo1REyzI1fMm7BZZW25n5(3irhU)k0LRM{Bh+m0{1~Ck zJo0`#SG4~1#Q;!1ufIw6TpkJ@ks!(8wPEe6l~fb~dHkI-(tgR~_1^=mcMO#t>$%l6 zN^!JbksRsa0GteDlI)y-KQDT6k+FbFb}0?DG4dQ%|bAhKtkr0h+#8PndA zlkG-LiC`rtxA~@FGKZ&sjUf;4!n~Ag$KbYGieQ~svf?r=ASsw=q#wlygi5hk;VVH0 z+E^w5s^9AaRYz~a5W8X*)m!GJ=*o+6wqPp!aUf$COVnCAX#I)CMH%3UKP9SBG>o5@ zx)`+h(k#IT=7@_f(4I%o$n-2TR#o(V{5IQY5z`|O{o1S`S)Q&s_rKk4X)$DsS8a_ek5W&lXR%VrF%LLq`ExVW4z?5uN6dy zLRzEf(}RLYzyD$4z~a(g&c2b48P(eBA|~iz&Lkpbv1WQX=cM`hZy` zwRhO2J{k|hHedeEHy zZ6!N8J6~TD@+ym_6grTJy7K04a9(}d#%hQyaz;o#Bj&K;0YO^vd;l!4KvWv?Ef%@^ z0o#koM=B^WEYh|&5)cOEmx*EIo$yMo`(%a8ge#K2ge2Fk(>7&^3bh@A`Ox2RuzsbM z3iH$FmiE*bV5+lA2SyEUrZ{)x9~Q*FC8(xn%W+MeAIub zBm#>?2H7u&1F+^B^gAIb$m=jwayqH`IFLjtw7q8{8IFYQy*DAqmZ~imZ5n1|C)AfI z(ye_tK4D}py{oxLCe>uFxA|K5cy$oj?6Jsbtqi8f79f5=XSid?I4|!$r!7G|Fu=^? z2$@`$u>n>$3;Dwm#416&J9veAm&UtnC+bqpZKLPcTquFFw5^1ozV~hPyo0>6P7%(jd^vPqT@C7*&ErtN)D~`&%tD3jA z6@nvVeK%lh3^iya5h9e-p!rckm#*u6J+Uw0FOTHB_{;E3oEy*WvoZ;XCK&wY8L;B+ z#YM?FTm0huRujtzLvQp#%a}A_2CbHrHhOq9f zUChAV9E%F4(hYm#kNK*Hhi7Mw5b{=|7Ul?m`W><>zn$3VY-hqcl^7 zG-e22X{APK7Olwyu4`KBZK0aV0I^^KcnuJdPoPW6)ZMr7v`1{O?x@%JojNM=IY4bq zGH~I@1fWXdkdlEdcN=pT=_e>N5O9GWLe=0ML1I>$!0z>T4lcs7L>M&R(H!~v z->w!cdEigRKUW|5n+X-Yv0M6F@HlOuax;Zc6d54+EX5r_8Ynk^Sd3FQ8P(q zBeTDkc*_IH8}ap?A~Sf9nm^x{Ft@43DW~Ppm}ECstD78_ajRPH8JvzRL&wPSuGO8W z1qdeX&iGU>PgmYTGX9h(`RvodN(%bj+)DY#H(`;jj$Pu6pd$-;Q7ZqM{3h={OKN8- z;mM_ZCF%N>HSFuv$XL4>Bv4tF7d{`dk*4X7B}yTme-@EM9>=f`vUzOb#sgsEX^EfE zZbfYUMXh$1^qXrK?s$uQX>;0|rjA$tVYK7KjJZZ6cm8ptc>(}uYn93MS%w4vmUdi+ z1OP9iZ;tMD8#)mb(A{(Uk{b54WGFOYQo@$|TCgC?H4e1PJ#nc1zLyl|7sTQgl&~hi zGf9-BEaC1O=Qb^78BW3Dd0>jD*AdT%J)JFx_QBOHD{bLpl54(_i>LfMj*gq-aH{tA zqw0yR0bKdBdoT?)T=tH(+ncd5bg=#;Ha|Ux{w&S3kkBJ2r!QvkIJ>}}-t0~qK%SX2 zEjOK}G3M+XkWI7%o_%X}aaV993OUDHPsvj7lse)ZD^<;4NxO5?W7z*O`gLNA*XJ5Z($8z_ ztneUBtQ7Gpkb@5a4ijqIr8M$!&W8hUBHxC-N+to9NR{%ZvAMF!!_^qsDA%}-{~F)h zmmvx)Yv#D*(|8=e;j`Yvcas{zXEvOs4r{+2@U=7+*Qous=S6bzZik4Omft95^f<(U zXk7NFL}Z?+k;>>4CwNXgp?ACCH7Tm96NYXxHc1RRrAI8TE?H9(mR|y3SD}`UgwnEU z>0!o#Y)&e_0O$vqqir^uA3M0+3~N`UTR)PR`cvhTiR{kJpabTaWn9iGHY0-}+IY;0 zzub+?4%G1c7pU5$KkUM6FdPv+HiuP+P`DeZLXZkktoxD1&W~_fc?udD4uY}Z<@Q`n ze3*zT*$*LJ$2xs#A`#WEn3gnC<{(^|o7aX*h6}k-yDA3KUA@-QO!nefS@JlDb*z{) zE~pPeyX-W=zAfz5$e23Rf*xwI4-39*HR+OQIK^!GEsdY@?UPP9mtqmsp8FyrG1*sYIA7Qerd6P#51q&cYS6 zt;^>#n})6f8>6+gw}iCV6NVtl98AFp*r@D}G!Q2Oa zd1Ag@X%|Zx5@X12aHo`)vaB4uJCJrL6$(}!MqiU`RE+$V{(4bc?43S;Gf7y+RRS!cx)IkG;{lz%;cH0G^&n7RTkncci6>MbZo7!Y;ETZQh8cjRfC02 zt+t15D*yUaaDw2?%Gyv)xkeKV+@{@)^x92`S|pM`q$Nh%D|vxCfhx zp%zdOfRS`v&bnsv&{F9D_lyN~YLo6i4Cp$5ecMY6@war2eLEyZ9^!@Rm`K?b??2CK z!Z(nVRED~sGp!4%@s*PgFl%am7#gr+1Mdl(Wqr;=J7SQn(PA`0^1;Y5ZfkWx*(kR| zK7ohL3x7X^AKZtogQ&`o4;(TvBU7=T4`@^og{m=Gdg2hdy^!BVzQ;+7vOP_R|6%0l zsR;m+5{i|;+rSPE82=b{I@XFi;AgmRpW2ED!>S!h2y5rrz_OP^c-uyxePQPd$!+lU z*yCHc%iMp5CD<8cl$ue{X50bnMtm}`3ErtH21fxzTMj=pLyB;dz<2e%guwTV&!w33 zvdoOyPDqYXQpTaImLgjP3nxOxUl$KFub{{{Ei*W(I#8M|4GsSmC#H9)>;k%SR}b6) z?KyC_f5N2Ksf%Bfwb==JxxVX6RmX7XL*Q9j(M7X)a1V5~0&aE0I1IC}``MdXP3Zkw z46}V%HZmP?AQ^n?o_ZjVZoVYe8&>BJTH`b>bGm2v9)t%@N}{w49iia#$qWCA{6G?W z$n=^d0O$=(=m&5;Pw(~!UuG=-XfcW}*$E^ptfa^;wG-`q{-Hn07D%wDgYRqO_Uv zP9=D3h%UZGFK`;AegFRQvo!EMwR>G6re{+Ba?re700cV4M8}trg$vnk{OM^5r1_;m z>?)A*_hE0Dl#HSd%Otp~P113NLbDJR;_0X}Q`%>{#tv;{Vs8|K^ZZQ5_ z2?a^rFCqcP3yJarEH>_}^NXb;FJNB7f~h{yI6<4iEbErLp0t{sAk#6nnk^|s45v6| zT8u}|{I?V1=g7{fjUOgyB~qp0BrW^GfV(DgN;Kx9+TqF08v&9Q?axVc>cIWLw5{%( zL7}4F8RetgT`P$+eLlBO|MRnJ* zLlCX1`nBJZ8(b11-QA2l|GpRZN-`r+m@H zA+D6+~;)CuF<8Dku3d{JPug41vUfle4IVo9$NQjhY&&d(S7G|;v;vl7F z|0=NJ-!94yHv~7?;yG|&=N#>f2X6NzQ|m5s61NGH@C%p*&l z+=_6|ARBNz1Y_|}(4DdUIy)t56k@vf`zTL?=VV^nGr1@8ChGz$bEj0cPM@Zn*xM3( zCtX>d;M*0pHjw3MZDA{eSMG2sHWieHlGr8XXoCHg;RDs(D5TiDaKD6i2I}(v^+#pe27}5+o$xklON|q+zk( z&ytbJZ$B`s_aX!>Cpo0JrDZa^cerjSk*_@Q@qlsWQ$+nHU(5fBc_s^bCZ9^uE#5L1 z1TZ~{V$Ca8q^A$Yd##;DEgQcY@Un7dlG<`8w8Z%WJy;M|TwEs!n_wNe(1_ZT8xhcc zc{TO2dKyiWk};+cHqA(b8A%cX*M_imwCYy7EOV}tty|Od%(nCj_2RYVu$;&0;KPpm zmheciH(iJ6%k!Y=5r9>>8KeB+YFbM>%{3)OGsm+AXg7t+%G-JV*5X*;8@P2bI-G+p z098POzXL=xA}U?;#U>&27g}O`^e;++l(9?N7<3Uyc(vL^#v8R z*;xW-)MMBUGq#R);PgqTR*6GmgN&_ROP~iqJIenPG*?Gd6qH0y73Dr;g+x0_guSxc zJe`B;Fll2^yoy<~(1TXA$mS_tbu=i7kKnVy|D-TfV9%TBA`mUJsSih!PJtE7Zys_K zQT}2`zF!=4YS-TwYmiSi4PTF(_%0|RapI|$c6tl&icN>$4rJFy(G{Sfc`|N{29ESR zK|U^?LpZx0r`5W}R~`ex5r;d&>ovY=7=bnw1)Jex03Gy_IBQFr>zLwPt9;Kjjs8v& zuG!hcqCe&LWJ5nqU|r9B{C7-IdU7wvlI+iKEDg6@B<4O>vB z1V{_6RS5QiXI(M@3XLf8)dfEDJmNx<=%Sg$7d5eVcMDT`j?`u^$S&hO7hc4^jfCyS z12YGzihkeMq%iAjIC{eQypQ14l_3i~r5LoWlEMYe&zb;nL`*RlOG7`FBBIYR%pRg&uuK4Q< zDZXJXcMAaB`Yj*yB+LAyuz{fv?ROJNVQ`$cG;KK%&jZ32@oXZ+!<{KH6}#D2uZ*9( zvhoup3WLY;k1!A3L5ez(pv-PxtT-wCd;one$41f2sCfcPEW4)_4QfQsu9bGhceAWp z6Yz;U;gb)d?{|Pvnr$Npui4Et{dPIz^RgF2;~<<8dfD_;t=iWn`$5Y&%0!`s(N@kZj04!2D!S~Wh^o*@dT z>&#r8MNMyzV)?8E&KxOHYb7={b~d2a6$dd*hwDDGO4lu(v$U99s*k#ON|Oyh9Mdlv z)=eCCbyc%FJ7Nk;OQc>1e8X_U7!?a&#SqnU62ejLgIOAekIs*aBD8)K^A2vSy zINcg_MSQd^T3->k6LE9Q?@PoM=9rio=HOMr5KPJ@YEMnh7=p=8j(N%_>396?-J}D8 z{N8J^V|#BBhbI{N?)&1CKsN@KkvQ?iSipPj@Og#|3~lHO-m-|hF20>pRNI-b8+`&w z=)~Z6Q^T5i|M@GzO?`n5!C3oU_LH?ILFgby{+bQcaoKU|%TF;XX~E4mHt^$!@*P z&rN7^{d_k0D69bF{Sf+8-R|83b_Q;n-fm-k@yF{xEs2q+d>- z#B_~kXwgo&@Y+P34re-3Sv{K&>t;v6JAWsZI3;#fo|;ZQ2%4k=f?ZLayGvkf0k3eIY4aGr=_1AI-Nx zd&;hwenyS6qwybz*BIJ5g~TK4(Vol}7bQ`#@NF!-$Ppu=zPeuKM$kc*A`FkG2y-W$tOoBn!wZC!d24S zdlQwfNI&^?d8tCdWp0##IA!r&yqo=`>{gtc@XGB4-vs`TOzg@9974~gE&pghBh%2b z_`)$0~` zE^V1fba3OU9yR~4&&TWd$w5;E_1_6Pg|d9slBnuCX{Pgcd1pdIdvud%O$w@*Bfp-F zR9?sZ8dgwRdYFQ$SuCrsuibLn7nru5{;a4=eQMU6J?$*j8$&-whD5k=TyGK^;w-1K zI!Z}gy3zT!Vs6RVJRS?bGa~8&HEunU%F;6^+BytT_SC7;4D>Ex2SZp-a3Tk05B6#8 zW+Z>~^f@~$<9Sir!=?&zinm1OT@p{_P=5n972`3r%7_J}MDEIcYlEqh!K%IXQkW>g zgo2Knf3b+$xi1k>U<$oi!14{Uj&mQ2Ps5u96dp@l5k01)tb;@`B0{|@7iZf>&?lUR zS#Nt9kY2Nb-^6FbW11W6BX~Me zq1~?&@iI3Gk^wjr#4TDx@VU{5PDDmLH9fSLxG#i`yCBu}>~e7{QH)4qVMf2V@<7Rr zOk)pgo$``wWGvqHqc!ca8A_5u_t;C=$JJIdN1sZxCftSoI8N&QA9zNi_xFWqNgn-5 zd{Y|$kL{dOltj8+RZ(}2~@i2YYHo37^TQG7S0^v?iB?H8jWD_Y)N z>NwGlV0l^|t+=|-FuJ{ynm2Ieg_d>fP-U#H&d_r}+nMhD?yc6Wfk|7ICrO94 zh%U(nSRXm1Z;dice8xCaT$N^zM~;h{%dqx`l5j}ds~=g79&!DAB574t|0eb?)!p>C|0#8`xT4DJaMQ2&PXG8 zzXPku(mU~RKP>aR!{vA$=%Dg$n6ewKf};hwVqpFjaTYKSw|C9^ z?!uDnec9GjS_@MIRNCf)NVS-O*e< zHt3l-I?C!t3K?Lm3D>G67Qjx{hZgMdWT%mEH$gG=Cnw;BpHR4dSh#?jSwx(GN*7)a zmF?`H;eGxjubl~W`baBrMETzZN!u&IE`LQR;gAjXE}?|Djc4IlP14vd17o(21&%D2VgZ)kZM++{L`?;1Yha(cy=I;_|Kd2s#QjA=ed0tD*M6LU*+>2 zwtt!7Dd&fBcz6Qcu9f%;bi`;7q5Vk0H{w8ND zt7b!+ZmW7<)A1;dz&Vt+9(ky;19P8PL!{B4 zGSSb=b5!sZIZJM@UNAC+q}-WzehU{wR6Z;PMt@%j@w^)R%>Wj=;a4NS^G9AgZyUq< zKoT`n5{szXw~9N6^>8QYhiWb5FK*G$xOp6z24{9uzS#|3BQ#U(4yw>LzU|*p;p(qp zRc#aUGy@q!&rD| zCS1dT2Gq#C9JFL83W3<5oMIb+v93ctAs=n9CuGNZY&w&%X}gC0QVRIq+8bo*00e|* zMEv`|i2$#G<@o)-KW+POTS6?+L~s?4!;fO9L?0JsGKBjh`I2}KWeKu6W*NHnXMU{9 zDkO;GgX6Be4lNk;jp%bCuVXWx467Yrt*LU;rz%%W^no}dQac7bky*-T#Mlo;dGZ}9 z3i9N8LcsZXBc{JDWW0CxDRpZ^`uKe54ma*ezXIC2Wk?^(ZOJzF4M@K18|EC31Gz&J z`N=S66V7C{fZR#?#H$H&IpIm{F=HwDA*M^hw(mF!5AmsNaU@g*dptK>KBGmrdYaM$ zO>~^t+mIQ=UXP7`DQ5~h2Gt25h{0+jsXE`X3ywso>ic}0%?V3fhx$l(sk$4JNrt*6 zE7I3qKrIFAIv|(L*nAoGc#x+;%@&+J;@B_9G{zVPIhjU`F&L!fM+rV}b?DzAR><_g z6;^UHl9AZ6Ga}&uj30=^!`BDW`93ApFL#>|wjle@4~D%M{I$wQpi~HJ))L#a9Jp9` z5}gU#iBbs`5)j~6w@M;c!(Ur**8nY@eOK9DC2lPyD99VC#*T!R>GhlTkrB9v_ zjvrEXVMNk~CQ_L6qMnMK>}=+FIDyyb8Gum^jNyUYiW8lX_NQOr@4Yd#FVsuBIZp=P z?WAJj?g4Lg&Sn!|3cky&i^Un4zBdWJmL>v*DscNq)bogvss| z@Nmdf)8WaGvz261RRq^rro1IG-u6i83+aH>u;D6F`mVYAfz}8mBleYvGEH+e7#!N6 zAdnNPeUt_-k``js0Pm(Aoze1QB}$2B=1DjT&qzfXL^wR>-bn-mJNsh@&Nj-Bj2lK?6Z2=c}Lqwe`BgFs1h1gEi&-mL|>4tN;CzWlpl{_nhxyw2@ zpL`vNOaI>gOs)Rgh;~V4?$q5Wf36KNWSy3M8l}ggoY2}Sy)K{$2k5SEg#-J5_tork zLUdPnDvZru?vY&W$tGeJ37%k;3MSfml0q!{zT|_6@}WdBHY16cakL_EuAisOICF|j zopH3gFpn}br${qZ&?VKw+4;j!()Z!u1Sc{97G7Z%`JO4v3Aq~xtM0=_XQL+99?oD> zY4HY_X3CS5hxK;V=~{NBHppoCA>Fx$d-fKD-C>%7ohZ)ix8i$gNS|8i+4{)+A>Hia zNx3DL`sO$7{wyyeXLb~s{T31GS$zh=+CJm8Zq8GxBsXvklsLVt48V&_CKGM3u}DHA z0YSwI;SYX(KyUv5)ht6+2@O}CLC=>NRIxbJV~_ihZ2g(!_v5+VOOuc;-pB^Ravh+Y-3wVBmxO<6^9R9G<@GArp=T2{ZPmJ?1;P4J z1UdA8gOdKp#IUwX*eZc#A!krZWJ_5w}L>rg0n7$Q0&DZ+xr0gFp$&V-19dAg6ze84&rP8cB< zFD88ZUz1}(ivkt^G61IZe#eBSQfVg93>VQ11JyJf9-TR^j6+dSe7}vb4^I#y3g8Kz zM!JojS%Ums|D$1}qb--bE3>-p&qeMYRl@GOaY^AFZMxn4OQ+JuC4*<`?)9<(os8w{ zE_`yETDh3LIRLbqPkU+E;f-Bm^}3D-clgmJD^$4Q~}Jsu7MmSfYqCi`wUCNXk@ z^W%)tW*Jh2<(G-N%lDyHS(HwG6pwR$vKk#q=1*d-nT@7r>D0(qz++;LtJXC^WS?pM zMpujS`tx5ynhiO-$m64tzU-a&sUlpm8?YSn zlJ}l~2L-2Rgr!gjySllC8%NY%UT{4Ot#3Uw%VVqg?cy#rB-l_EO`q<^$S7(&972R# z%-^dX4+L*3SM^LyK37g7tj6Vx`RW^attBxz`;tS!q=SG6I`|hP@=|U3-xVFDC5r!p zQWs8^_PpP-s~oN<>w-5bHBy01ZRhTRQS1!kFi6bZLx510wBY9e&Y@i2+e_7pYFk6S z*TY%D2M86xsfk5q1XvSI8niUS6*Vi$BTKWd2Ah^PZD~qeHBYT!x%^v%=C6bcx&>(d z;FnjH$k3p+nw9g`lv&^ofjDH@mcgKx5O|QJI?hq2K9b$>ej!L#R+=eKI#Cv8RfL0b zs;wXB)UL>)29uRfH;xSHs~@b?lp@3^$q&?*N6>lwJQx_pR;X+ntrFMSDJo|gdKzxb z{+@<7vrUn!f-BO@Ij;wl5JE9=n39@UHa+|x(Xmcu7QScbNyDVr>gs77QfxA>uJ8px zqLXR4N>dP)6oHi*@6zE)UF4qHjsqcTd27dC?E`tbI=-4epul{705k20YNk0b$HRtr zu2o7R}Zj2J`OC)`LLz*YGk`{}$6mh-F;?m1q-`(^%7ENCWkvQg7$hsS~Q-6%!?Ev3| zBX#qUJIg3(q#_}0c-?FWG4ZNBYKk->b)t{%K0Ym8H;wJ-CFoI=VNkK5E*14+D3LuA zCL|UqR@$WI;!|zD3eck*9(lisp@iQB3<`6;i+ie*|0vqkBN<+_EQvQgz?NMn;Hoex zHY8grS4y(*a%yon#Hf52+7w<9>Qhn4rbbr3B5Qb_zT=~J!p$1eetOZ@>cODpbVv|x zx3EQyLMORKX}=XIC?610J7>m+HQ4TMWNq3Fx>%s3Ny_c5c;`%{wieXYI~K^~a)nLH zKT(|LgXOPZ%RT0B!YZte+EF#AFaj%V@&gF`I69F~5d;tn4UIhxVpnOZK!}opsI0_J zPxDE2x)O)%cxn2Dcf|2VIzoGKpfpP2FTWR&0a77+jB*xi;g}X|<#-a`DSGjt>FnM< zZ1X11)|BNB?yFmIRE3FIgPUA*kfvvNPCCV?)>gN6!y21nCf zKg^s@E^WuIp%iMjHJpnmi}EwJk6~7)mCMLNprCy~ECTexMoJz58f4KagU93UnBy)W z4@9!rII!MLwg9Zy4Fi;MdN@0btJI;sH{XertuxUaF1ch>`M$98<&6C3$z;?s7mkWL zff0O;~1R%7P#UXTQYJ5S>VE_-RpkZOUQermYkBAbT*{q&v%>3g;MP0%yUHKug zk*kG#cWKO?2wel}^dW0Ag8N>H$gQ1^*}D85OykXx4LkYP@At$V#QID=`(#Q2c&wOw zd%$W8uA$=2pJMbBz<*4)4U|4sNVt3P zJ6Ae3)Xep$H@4z@!?MIa0wOm=$E@GJ%JPXwG$TZNy6-$Xr39^h~lK~ zs>iwZq4djcSQJZWnee5Yd&0h6T<`kEVW>c0urcu8B$+WXndXD;@iKZO`*H29CVtO> z?M%D)_wz}yx4d|ozh(YY!2J#OOZp>1EoW$vsNat2QTI^w3)>amK8hqXIa{z|p2-?X zl6Edqvx_j8)3cBQzw-HY(;|CIu=y@WWc+l#7Lo76mC#tI-@c7Pqj!M890VLFiF5r~ zI=7%bG!&Qzn36bG!b=`{DKaAhq1Thx)c+gf+5BwwX?ML`Wt6xbOac5mBl%+Z%M6LX zNC$2A$&H@8p5|KJLhJzu19Y$ligM{c9mKbcBUei_&+iVylbE)e(sbSjO3u^{im=m2 z;D^PXu<){|9Ga|Ln@6DYz3%#aOXRBhj@{#X1A4e3K0OwHBrSl0`pR3~KyOn>=>>aT zH~kD;yMC`5GBCz^-T9X&!I(nJ^mDM2gKgY_GDUaS@}8U|y0bGn8A)k?7pAs+*hooa)oGR7J9;hn%SC|6A=1n-<#9L}Im_U1dV{v|V>}zDC z_tW65#%#kB;F6;(Ek-u^#`Y^}qTG@(p0}St8}aq(XlZK8j{!i~3lU^W0-ci4?=fNH zkxnsCU5q5IFX`jbjWJlBynFpFs3w;YwqbAU#3B{f0}uuxvAaV`0hmNWH?mVR=h?n? zG-iD?A!gi(x8L}|nNH$_gP>oJ=d83-!C+>5nqZ)CbveKNS5f~40Av?VL(#s8oQt_+ zUCfOUOFx#E-gUt7zDBW05C8yENiWjI`D-a47+=!ySyHf85CL{zpzfRCd#RucI%!#$ zj)|6P48Amw5BqzC$)=!uM&G)(pau^Tav9ak$!CPX{=)a(EXn|et}$hV9IT5OYZL*` zh5~sM_nJen*fQl?Snkw3&7@z*8rFzMoDa#Cuk}^9#)(2gK#nH@hWtn$hT%WjH-w!h z_e)aTi+OB0Wxt;4CUZIJBFA80d)*)fBsx!|;&rm9rq{Q_o=P%1=D-jdAfvyyrii#L zKmy2_%0|gnwdH4N^l0rZE$?V&0HB7fHXfytP(xd%tKsw%4kqt*eE$Fc*kEUT zfm5Y9PyEoBjMs7fVBPD-$oMZ2LRBLIT7A;zvErz3Le18xIO5{8RD|2wBdHmj!oIJd z`uJrN_wN)uH&6F?4H&j@ezG%%uv4088iIBgx>+?X}X%CuS^2;Z4eg7$`#d<`ly@>YY3AH&fVpaH^>sy6i|8TC&}f@XqC6GKoKAL@3qdL8gVwi9j#Zv{GrzWC z3z#W<)i0Sz{?6>ms<@aCSN^%4QWsOnh0wnGBa7I&^e`%TB&G9o@z((%TI3Kem zfH^20?x1o=6a=1y^s&Kin6~NT)MwIUYgW#jm>mi#)gBhNV;X zC~acM2}O;hU!+SeSnFBfN)yx1v7Tx0E_-y1T}a9GC__jDOkq+i)X zS2CI2ymmF7>+PS$S2So?Sw zoJY3?%KXPTIv#P6*F7D`+{5B-4+70OQH3((#^Xr_1lgRRwx6(TS z-R~|5gi*_3C`4*}>wiu6&b7^j2;+qukWT3d8De=$)f~N*uq`q|W%5{1%`5a`C3hqB zj<=cGa!fDArrIY8D*I3`CN&%&NqGnULU=3f-sm>Cv6pCC$0RP5B-7inuA;$|Kf0}= zS9;o{=G1M=7e@Zm+Kmm_3)Kq}HO>v2S3LknUD?L%R7W8<{|MtpGF|-Oo5I2gyiz*2 z5(fXd(z0F|mif*>LmMG&NuC~|Q$P~R0Ck{--4Q*7>XkHJ2%GPe^DcGjHXn>g z4;UZEC1-K=poN~ymB&nMMntJzjx~|&bu^3A>6WV}cZN(v$uecn$g*BZ1Yjizs`gPV z`JJJA$A~n*8RKI}?A!A!WIkwnsdxifhYYg2A#a(;dP@XdxxcWApj47(<|rfAQMKri zyI7CJ*|6rRTL|GW^=3f^rzDFhLkDGJPF6=GyEtH!2&}r)Be^oDa+O0<6A*`iSf&hz z%x<}os>jjWBbSl+Tpnd)d{*K{u8+h;#%DomGcZ1@@%XGtd%KD*+QigV!OBB&-6!w^ zW^#uK5>SMGpzxxj<9pIJ)G9u&c!LaAT~2lpgCO|Tn6Dycu=4x{8P)8K6>66De;ba_ zY3$Hn)lP=5Fx=@Nz3<_r00iO0)#2#+FOAGb;I0=tA-GJDa!>$3EJpEX(tbFCTJ7QED*Hp1_q8|Mk2ZQa(HY+s#sD z{V(fiX9N4FwBSlCMmyDizn0ss;3|y`#j7KOh7C*714Ytm-IijNmvk9f8Tn*=E0F~6zr;z&BU7jELtlZiVX(qVoEcA{0#4{xcRpSDRm5d}6_}!O~+0QgyR0CSIDRqTQ_fZ8Mjt`yw>_ z_7IuFD)fXuM_!_>qH`Pl^Y8yVP(n~tlS2uymqQQhJNsJoUHttVu0%FhiAEq9J@hlx!=1#pLo>)Q00UujvMfVxi zP)b=`UA2Q$Ik@ali|8&j{={ZQ{v&q-x|0^3HV_?E$HDMIOd zBU^28;X+Hp#~fvT?O2HSdHQVIk*xT9jA)$LWXwO>ftUqOZN&2f^X6=HD`fn6kn@^8HTMLvx>fZ-g!jt<_sQ7_HNk5jvfoYX z^2Xper$qUHY(m(nbQk1n$<p`v22!~9N1hOkA+>FkApXNFIAmnMu{1~#a=ZtYU-N!QS)C`b4W^t#QQ zD48Vj_ZfXeBRd3+pxz5s@y{qcjZ6V(B=qMYM*ixVM5yU~6!08}1^csxX$J87FyF9? zxqGyp{G;EBaJ&ln@Z1HBZOdeqm581!s-p!mWqlxX7*ONS7#Unvy(NwXZe+SRt4?QH zOd{CXlx5E=v72eo-zRWyqUACQGX3TEV8vSw=;mu&pjI@V1?xh;@sUgXa#B_#vLbYG z?TN8iPY8e^uSt%@&@);2Tx{=Y{9UX`P{R6&PH`^ULv$1$Nc};R)C-02FskF>NxM90 z2Xv;}4Yy-K$?&6|mN!nDzq4mtuRa+v(`;M+g0WSJfBmux#?AqJ5nQ~+QcSHaEf-ZP z!0}MHff#ys65y#y-MY=cY6QT*5UFibXk)YGE$lFH2=>zg#WZ%>8G-QNjJy$He%22v z6z-K|>r`RqP|lf(f?LQKq$}8L3Bo%6t>g;kdiyTLyNP?}5NYSFmCWa51U5n`2Nf7D^`pUTRFEXHBA}jt%_;jtYWhCvz|d*;h^cg;-ubzaDnC_qGz;4vQ7= zzs^U=iJpmpK11(hFsLK9m{~aqYV%AxIs{#jVR@9R{L(DhA+i?rA4t}Hpi?qa zM;JT_r5trF@}S?ZQ9B1y<(&>Z@MUVVh}q%+*63>AAoo-Y;f3iLvd$isigLQ-<%GreoRmWPQ}165{bOM^Aolxw(cZ|me1oKI}K9xqX`f! zI~>}4s4+CMkdLQ93r?$O4N{`$#Os#(2u;>nb^%kw{aIZc+W%O&RUYt_OakT5t1~)0 zHWWs;zUP4p37jqoWM1;w)NeeMx#2u@B|d6QN#?#~ZMVkC z4mR5>`igo-9NYh*`PiGq-^|Bu<9Y0)*%3q;ivArZjS|rK^+?Fq=9=B&EMI1Uaw$S} zh67)EakpEdubQxvXusx1mJTjIAof3T{Z=?bIW7CaU9HZeea!duNPv$1<;DxgT@Yh|`5rQhaG0Kvh>mQ? zU@I!o#Z9IQiFZ$TjlwHv=!HyxejXW~R2BdC$J3Y%RcV z8_U*lQrx?9-x4``rzt2^DV19*dc{LH3(RX8#x9PA2QRHIUErHcILGG%oD4|tXkQke zBKhYz{Azl!7ecU$bdd>WU9=_|R=texGt0W}2e^m?dPZa|F#1=_(!5w`W&4%SV|4|DDNLZFO;e~(T4 z*hyudj{@c+=_MO}EbZ{4Tcn%{EM=->EA7vGKAD>+mCn+v-*65))}*1vu%_n4Yx)J;k${StNue(i@RG%$)?J+i;MoLikRKGkcKWTmiA0ZC!bYT~hmkUJV}!ekO!4H7av6zEqav zQ{yC`Y&OgCj;hh-bDTM!bL{<|VNS=^6!1?eju+c;cLVxrclqLELFVdV_Z3vXX0= z09$|_dA&C(ja^l@zLJEOwy)8OQ_XZb}W7s$pCqYj((zO!rtjhbhN+ zQsvxm%Ij0(x5>9>WCkgG`Rn(FY~z^`Jy)VrY$y2+U376GaJ6{mK216y=C@nOmbdHx z$%o>k({R1{8$g^puZ}!mi>y?vWbb8R-Ez@#Uv!#5)YmE;zSXduwok=-r}&zR98bd7 z*9>LF$BZ~r+*2Ie#zrI`P`*x8*|L(YI8wS9$;? zCJf2(q?}ErKPmbdl~+y>K6-uAb8_yK!KCY1zi`M;i>Tx74DxSH`L9IaCnHQ$_Zi9k zs$8yq(X3YG^{v(9uLC)JM1F8z@6O0)r!Sq<^gid3e0iSmo#s4N!#d3){rmejGn6|z ziC@a9r-EnxJ5I(T`3ln_bX>x?2lZ>oQ{~=0%Q=G2(Hmo0Z)gzJ-6RU-c#YTbY}juF zO`(Jw>baQ76K>@5f^lMbEP?3n`OgMn$7;^67{_jt{56Vxm#jWXJ38%EePZq3^whp{ z3a0PR6*8!!4F8Fd^i61N!zoz_9lPtqxs(skN&|uWv7$8L!c~DsTiWhM2?)*OSEKoDYrUt8peM#*4r@o2%3lZ7~S}tF>4$dQ!3s z&;EOS1KTKV_V2F`r$SaRevNQuo67u1Ap*p^fS8EWoq+kJk6 z)8`@2VcU;7*6!2Ar!Y}~Es`z_{r7TYN`wy0*u4EYnD%?mjRbAJSsL+XcSo!{1-i>G zbk_uCY37slY#wBxCE|R43)1Ah65tkmD{cVwk{E{`t=Ic#-+?`Hc`pWZSRO5WA{AWx z$%|*;{y+X#Z%~(uaghc7xzG+lrr@}xgcETnL){a`1D7EJ&Oh zqJ(!+F)>Aq8vTZZ?rgBo-AYd4U$Vi;|JzcNm;T`7B6{c+!OjF@ag5;>Z9~Q;E}J|0 zPda6?Q_P1jl-3&3Dw+*j5;LjZf-<4x|>YDYm^I4fq%o4mOKOR(&~quZ*PN^$10h2i>}XJ_rqgxbb} zs4tSEJxBYamO%xkC6!O2BYsm@JBs>oK)g5%^y26#LZGdmO)zZ{;(b2Y*W5&XRD}V# zjJ))s?jSn2MW_c#Yn$5#5wb37uK;)MEX}02rDc+TA)dPmo$@E!5F7SDM*H7cEM6v~ ztNsW%F2f2jSV)ExVph$~A=6c}DtuQlq!3%J1T`!1Yt~p#$X*`xw%GMq-l!R_$*$be zo$L*pqog@Zo@l8Q3v{41QJ(iTXC!mPg6o% zwI^dPIBF8c$@XmI;U)3c0nzlbwXgko9qLgOM5JFetTCLMS3%_S`23YGk?e2Z2$}zA zO&IV^*y*nZ>5Mxvra14wVZ&TM8jh>h-4Rx7Mp(iA{xaKkA=2lHoR1Z4)L1!r2dF>q zKpW6<;snOawSg8Q*!1hjJuUfm=x{rYd4Ns3Y%K|oOvlxBQ8P6@KX{qtBic-rRm4tSZsck6arQuh zj`oV(Q4%4HV$5rM^QmB&2lH&;zOZmP0V4;55zL%Mzi^Y^mzONrNya3#eKW}os|mQF z%}%?_xvS({C*CFmp?d1$In0TBglZ0jJE1Uj%1^Qo+=^CAY`Me&prCexA)$Tv0?s>r zOu^NSADHzS5pbgl_Xg*OH|7-eqOl8?x<}sN4Fc#|90eo+tDHrND7-f{z>qxg4XULzO0bf0(fW%Lb4MKSzG}Uz!mwQWHt_Z3VvB z;44*htMR@P`!n>+md`&^+frZ>o1Su-1~)0Xr0hKzPBNoqGr{o#>zylEYDQd%#J9o3y^ zAAAxv9*clW<-Gq=tDWqe&e1%>iB%?PcWI&Ec67yGm#hpJZg|!NZ}Z{6Y42FDDz|p^ zf~*0dSN&EgL7}74y0Vaw;;3B7e(N=|0c-Pqk4z?vhrJvnH`cYmnh~T4^q^`F#1l2= zpC)}Id^RVa?V7+5Z`_{`7e$rEPB#M9eXEPx0> z{QL9w0OHqNpd@Z1XvULNoP2|p&)wLekYY0;3Mr&W#ml<0+-GzJON^E4 zN0)|Akwm$E5B)8+;6h_e$F0sxnG9uD%>lwF-Vj`%?3mSY?xT_B)CP|HPDMgO>PsdP zlGz3_!~RS#qzbw(-O}fVg*h#>>VoU^1wmw&QG}lw^GCg`U45vze&3GpWm_*SA|XLV z?TUEo9d;+P5m>u6yPB*>k2ODf1M6Mhn2Ys5Vw@wP$8lneG9mAQBz<=IKR&CP4x~7W_Oq12sw;7nngM4G|5yofMe{k1-A{C&kQ* zOYki{iZ+MVmvMTk$CGnVJRg&D|FCnHgJd1QXCh*xsc1VE%&KUEyOk}mUa7{HRn3V4 zw<<}m+T|^mt?Ku^W2?wm!va8JK^Rq+1zGWH(ua^0Ms^w6vaa9Y*nAxIut_ZgZ?}#dkaPM zy~%iPYKDCks=$7Ff)?7NlN!n7|!eRRvX#$~2($%yuJ&O=G%y;OFUg61mH{4NO z#E9g$kWgk|YJr#0d4N}C>CxIx%8k*6IEi`5W&)h#Nh*#}U7RT;ARDFK2Phk#nJ18l zYie+(zm_IZrYAV%;QkZ#9wal~oYmYK{rUBDC`v||Z?EEflSYQ9b^cPWXD-ss92s?f z%eTHt3myyw$#}fC2;j!)M0#_*b8f;{o!-&9VSZE&i`q7TWK~8d+KCPZx)A&@kc*5C znfya-Y6ns;aB^9>AJ1eD4JH+3H|y{M^FX5!b(roswP;o)MN$lmUrQnr+85`Fl#|7f zofv#X?WszF>|_^Kr^_6XFUpw^)XVQCQ(1JWrjnI~Z~Q)Tm4&mm99hFmj|`;U^?Oqw z|He7pV>VPiz&B*~{EgX(b4pq=dct`ucSS>Jlgg$$G(8%lSU(vsX$N~*llT;}zJ3Kn__w-y70I>wtK4F3=i z>Pu;3#@$UFDn2Tc>?4D%(~Rn@IS0x78ezZTQvH&DWQYl|uHKEr*T5$LQK@^{=v|G& zxA3G~sF7Tgd0CfY1a_ze+P{}_Zi(26-sPKHc7bP; zPoI;YRXT*)6C;OPI24wpX2&wuV+6e87wn(ocgXUIeo_~i8V89{k9}MUV;ZyH+xK~& zG8dSEz2v9N-Nzx3&f%hMe&QqX(>wa8yR!sn+Lyr#$VzIGT@*_oa;RjbQhP2TJq60s zyQX$CsV$LvMDI#6SChlSB|3Ly3CBzxo10C3hKm+3Km2^v(lrWV$(G?ab)v^}xIl_x zjg--g+VT`L;hxjt{j>F?`0f6gmTt;_*8~LC<%wUN`YyT% zvex1Q;0kvBu_CsDl_jvfYv~!3FNCvTW3!;VHl^0^hMkWnAvq!+PJqtnvbXf0oQ3Tv z4oOL^-N=Z%N=@8U%|`M>c7~IS<1#j=mB?!|E+9ESJNSOZiP{QxlE0c*Mnvk+O)OMD z!7s_NqFagj;Vqlkf)+fFbGUtlcdE>YsKi}aNKJ0v8Go-*jq}Axg!YADepvY6UIhg* z-C61t+4b{V2bf)VaJfTQ2=Xe_P{o9nm3A%h0S4?8BFZYitC)P_yf>j9L=EbF@k8iT zXR7UEXtU3jHn%P$n6=7FY0WnO&}XQlaG`F_*WAK9U^YX%blEOqnWpmdC}OPWn0+&9 zG3gKleJjHnv61{y>YO52)AhcsSe}S*q7hedMfmOm$a3=m4y+>_B6a+=HR^k0x!VCZhs3;~`_)EA;}cygIqu zS7bCH5Kaixp|U+=5d}P^BjsUrp-fiknlOHadhC`bc*I;~xL3TjIXSH}T;L_mFYq!R zv;XuhB&b)a%K2I=>Axb0yFYWXGq%m`mdAh@_XA`0m^CqQX$|ng29i}=F|t0{^8x8q zhG}=@mc5d!Z*7JvxOwI4u;lcGr?z(lGVTmKhRsMU8pTf6N(S9XkcM~7kw|ElW1}5e z!v0s0V;l|Q6~weZfoAev{nN;a_kTEK_3w@PdIlG_F?_y&`9|jM1LBHZw`zTB3$9x< zl+5aq84IvNuLNW8fwlHRDMWJ{GrJ98`nKHsc{WtCyUk_V%*{;Z$6lM(Uz%Ri-F133 zLcA=?@x9z+R;fpl#~jCyDD(xEBl=)YU`}rgw>XugyrpCpM@$Wi9P;rbM8|4XGI<5R z{}J7LtxANNsqd(ATcJE%!##x~-?Zm&<^-l*L#ok)W9O+N4N<>WTMh%PJ4S9Re44sr zL58sk9INhovR`9UhZA#Awvcnm2H=9OaeG&5?_bE7?p_3uh{0KZoNUkL(~E}7tRtdc zbaicj^mE47CGCdnJd)fyG^A@ntX%PGpPVn?oh7GGC(duc#aucr{=p zZ`E~>nEUyw@#o_yK7-1)QJ{W5!$hH|>GaV;@0$;gmbtN{RtI)xz1oY{|JZ0jI>XEFXV5=B%wF4cCBR%Z7F;x^OUML^|1WA{%J%;z5w5I5BozAZqxl_^IZ ze3lo=ETT83Dg>#|(EN-?=2H3*l2A7DChR229$M_q1Vp*UNgfDKI6Z2Q`=tEi^jJ*B zPnbnr+w3Pb@45T_!?PU*BWo|I<)jwHzFkUu;iQ;=Z0dbI1tk0zrQUona3Q0g>g zD`?x8%KidQ%el0tV_I>)1yEAiZd#)O#eMLbAHP%Z?}Zo)W?f(*X>iw$kH7l^P*k)` zOe&#uAjbYwdv>X8Cw3yGq@B#zv}rh>Nv=?t;~GGYS;D|g!opA==p**VGL994X}p%4 z$gTHav^OKU6XPuMYJO3E4t>`pr%KOr)fjs*V)`0Edh)p_Fq9w9?O5@T9L{&`*Yk8CkbW7?F)T>rT3Y#u zH=_XDT!j2(5=hngs)lz8_gqMDUYFR9eKD2Nut`CxOy@_B-Q4+N!Z?OGk;njZnL9|> zOOx)>8CZRAS$-H;?T`okIJqMoY_h(yO>#!3uw7i%QsjtUi5uvc~%44L0Cp?+-Zf zeW_dItjh-$Mo6l?S)4#0i#vcK}$B;fqebedH|+3q+a$PHf}M(vy1$&xJY2S2H& zaP19OvybG@^XSl1vdd<-k%cFC2woL`nXI3~_$kAD(-RHt{UY8nbKoF08R8K$R1Unt zpUShrOiQ8qd%60>Fy)L< z>=y*+WFMy~@g%^Bsc zC*_t&&?5&fyKjvgD1P#?NJBEz*B#^qG1(??Kat_(JOUfFEgAkI9 z&DI0o?P5%(YH4+*rl%!TI#X;8ScR3fQ$&`49F7p>7{uRVGKfRC!o(H( zQ-;m2OBLAot4rxmemNH+uxG6M-@25Q1I;1@05DyH& zKR=ch^*yZ2Z+%cBdS5DbMZul&gQ!miV~}bLZPw~D(Dg+90g54@;$D%Edqwi8^&3L& zIi-Mk{@AQPt#qU_Ju@9;0A!RsyG}X0k+2pSGKjp*=1|Gjk|S>$bxV^EtbTV_QADJe ztgtUW4~IX#kV&}JZiK(t9aPXCzoa;Vrw}95XXo62;zTp`6?0!m=TJ@7p&P4@s6HFZ zNs|L^oxXa4>{`2olS_fPaS{foDqwVv{O@h4l*)Q6=ON87sD4_gce@*Boh z1+W(=0)^Dmm4cOx`9wfxD~e1IT>$Q%nQ3SK-6Fgi;TnA?^~gv@c;8T|xJ#;grAMmB zJohK|-}#a^+Q~IuaKt`REI4-J-r4x1Qb;0cSm&Q{%H49<|a;GF`@g58KYWme@}L&RErY#$Z1^) zD{^ho5Np(#!{Aqv_#7U~q=Mbe-P}6A{$bex?n-hnS~0MUJqb&M+rdHWzm?~q_PeCv z-NDZJ0_;GH3C-5*RkGCww+G_&>UA;?9BJotW`Z$wXt*}AYKJ&0Dc}M}?VqU*dp7!# zj?d;vuwsL=S_#qHgn`>zs1<|)S5v*X{}5uV$9+YbkKY)LR#1GQY;opOQBYjTe1e4w zOMa>tY}p6p*tJ_(P&_yLkTxQ$vJ+VX2W&wDu{Z>bcFCn>8jU=kW=5XtrJLwtnxNsX z+RQEN8E`CCVgn2=j&C8pcs$5jtL#k^aX38-NQW#%;x@+j@m>ch8cyr0nX$EoFLona{R)GH z6+?WMLMmmw`MJcRUkULw(8WI0`JN%N>j2JP$$9jRGBK?{s%2p8W;h9qf{)*uU8Wir z1E1n`oZ{uiYMN;kanNL&+8G^a5O*@5k8>!k;o!dGY9yAh)t)Lytp)|T&SJQ$Z;#+j zy5>$Wo}-%_2uGO{daGL4kNm)$={Bp)1e<>gl@A--#*x0W72CWPGA-~5$%=w!lc_Cd zNjuvnqQ^_vso^RNI@jhz0Nq?x%f@U;+vX7nWq+2y^jqn8It_pw?i9ghWRf>q%=hNw zX#&AcNqtQeM-m@T8{i?|vMR>xM-$>;A|SqL+eu;Uq(AmR+KU z)^*Ou)SrR;Yiz%&KNDM!0Az2b9h7N!R|wyfqozUrJVGqZqSu;j3)&y9QvZH1XI7$Z z#A9n6*&i^LnjwNM*P>T2*?O@^>_se?ABa@Zy+}HQtgef$< z)AwiM1HVp8mG-<-CQ2(3fC|%h(A?G2NGb_nvAwlv=>J^Qumd4IXCtT?n=Q=$9swhH zuB{HOf<{K>;C{cSTzXIMTjSN8ysOIwA-}SdFJ}ZjziL#`xx7jk(de!MF-vOqy?&L+ z_pR#6PQ2_Y#)3Iqj5V8ju!Y^62-kNa33cun;w3yemCq;jgs82d^)ZK-?&Jj<17tc zF-~&Qke>8PferkgRaQloQ(9R~O@G>@f@&+yLe~9%5OhENhgtV;b=>^`?0S($=|;RJ zM4wdxYy=A4O}OT)jd#gd9Y@EGJNRMMhNdiCk@0F+qd!Z=(T1kSg3EEF8+%~k zwJA4lH!)%|Bn!tu^gW_^chkrL-Hiy^dd1Ti+zHpV@<1 z-3c=rp?{P1+!VP>=Pp9LE7yee_zW>Oa`OyhifyTujE@jr@7Y_8Hh%=P+D0hqyb#9U zQ3awUv)Awhfhcn~&YF39&0bwB^~7dY!2nz8h#1N*oI4diBsg1Hs?&ua9%~f5og|{d z2j$7G&&;gl($`sjp-?p}CFXYq%mZq+NV60X;>GT9mb6Oit%6>7GIq>b%QXy@FGv&;2sIFP7o%>4li z?;OAF4`{}CB2c(m>59mc%Lv^P5*N@+Lvpa2X)e;hxdlotd>HXQf*Zq?ly5uEI*E0g zAtX{+yZ&0%ep!1ON|(yo>jsHVS-VZ&HqQnSCF1%t8m<@)>ySA~Q%!oqbCQ@xo<10K z??kTA&r33uxQWk%p0)9ADMt8{g<`kFb8OuZKlCSa|Deenn_ABN{(<=IO&UcAa<&v` z03~ci8${%8G+7VmtBO4T5-V)swvn}`w3{;kg~MZQ}5x9f>>Jy^v0yrg zXF?@3;j~&=vEK_FiV}<8h%j=lRJYP7EpR5wy z26Wl0wz4gcu1|a6>L=2r6|L+3vVdjH2Y=Z?S{cKc-Y;v`zEubdJINkkK%>w2;iuPf z-Ot5KmbxZHOTTn!Y3tPoBgQ2g4X7cJeM!r2U4HU8t4OSODPdSU>o0Byj?vV0D=#)a9;QLV=mB}HWD+;-VH&6 zJ~DDiC2M!#K9?xA-ed@Ku=-qLC776aO0UmAxJJ+jHSt7~E^aMLQDnTY!g0IN1drEr z`6%DUdwtZNE#OB07*9#C9nd`_G=4B&D}^!gWUYL}+UvUyu?+rrjSqxPR4WlLEARAR z7knnkE?|i27=pAOsf8~8xJMyQam<#PUtlRd8n%z776JJJkXNdOHZ#f@(99CJ^G$D9 zx4L6_qce>^8cfn^C{r8e=E52A2d&-xnd!DrY*+@X_N`Eyw(8Efd1`~}Uxv`!3_9F+ zG|iUN9M-tzW)b8?G-4aZ4Zjs!siXNR3SDk7qkUF4TZh^gV=b%kSbec{I^5PU`9PZ$ zcSKlg^>ncZDx#vbtSed)U6FViaHihy@av$=xi7&7m0T`IVSCWOxteRKMG!7T8eY-0 z?mu&oa>5gvhuQa|){*o!v8#f*l%z6CrXpfg#g7s^jqzr>5e4l*l6^xJ_YGS;9CCJ+ zYV%gf#5!@N1Xtz3fR^h!YDJthOi#?q+_}0U;c6xUPfk=PZvKpcbk`fxLl=HZ1lzN` zk@&Hc(|eNDix4;D%AjVLT6r?vS{PE4fs=$-VLKknK|hveeQlHTu06{{em-T=7I{BV z7Zv5rm9)tz8=CGp8fq#);s&E#7)qjV3aeMh$XCR z(d?_S@wBpgUEioXZV-*o%uYmB3?&SbBiLy0CLBz0CdgE7ZWbjc5bJaBoRryYbr>_O&`vpmxZ--C`g>(!kxjZcaFkf2Spmcj5^X;u&J6z#~AG> z-j#S(9zcalgW>l(^{}3x%ajPB?vgVcFaNqqugZlQ z?@@NU$c-!8u$u7Y`^nTsz?G~m_UgphR$ZjQCR~e*NiA-oTc@_A?o>c{@tvu^Fy#7m zol4HU6S}}gGnwfD=ikOd>*W}nRU7W!l1UvZGoU7;mynX$1F1?QTcixXN5hBbQc}CA zK2Vn7S;)g=I#OMnRqTFiQj=ZYSQE~cLumKRc`&tX^O=Ycx}aOG^k~O?Noev^_#8|* zt`R3kK}{|G-jQ-Lg=`_$vkO>g{R@ycNT%1h5WFRWmjKu8giN6GBSvC#6VHkHQ%W|k z58;$UrcSe`T_`t$#`}k5!?7@(vZuRMkh=aYjEX$osh9B?wQtv zETt+iaiX-|QD`g&1M?%J*Cm{D^eqj)?_AV2XUpDU4xV;6NSsX3zAg0mq zPtVp0ej3}>PjB|GQS0ixepWxl-ir-+*JOX5ywrt}W@+=IC*Q^1YqI-v2(4@cj&)e2 zj`tnHCCNiD65rn3%5J`vD>T?VIuX_v(IbO@_aiQ>k)3QPPbivdn6NRv6FYkwl9Kwl z$TwOd99kXvA>e#wA^PU0+TKb*Z5<+Uy!%kFs4hR)V@?If%ppAh*KoIf+kwYmAnH}E zJA-aM7FICQu~69b#=loxn}G??xB=d}*3e`-bHvQp77k+A%(`VqRey0lFOyAWL(T$ne(bDuni2SMsglQl^<^O}X= zxFX~6^O@TzR(s#(eP&t7O1*Z>Wf#qCcZ=31u0#@qQGuOqky$hSl@d1>I4FKWX4vHP10{c=`7n&RQsCQJdiR!uk}Nb2AEZuo6^ zMTi)1@(U_TnkLiUG6SExg{<%sax~TgE*=0Q>aAa!z}A?Z9S?D7A-&9>Hj}EJar3Wt zK%64>0&2bP{tFR1f&Gr1xHJfCwn6=y&&(v1X>TRD@Xupe$l#;k7)4tEKrkQi%n{3L2+4an9!3QFF@r87eP5mXXT?d^4V2&9}84Sy(pekPYT6OK*tgb{XTE~g5 zH5hXe%c5bTrbN5BO#k}7$54QD8Bnek_Zqo=f=ui(sYQ4A`-x+^ldB7Zq+-SBuG_xP1wm*34v9Q0#fJHr2p2_STt|HkA2EwSS zCg&CtaY?#fsZsA+g~=Q)T@g9?-pM3^Dr3QzlJsymUy;xvko)^Y(E1@Lm|P-}*f_u? z^@N7U5fmW~$spxwKaZCe_$A4-rQkb=>}TjpmdC_UOfkVg`%utm6q(ar_dxUosng`s zP}v0$KfNOJ=F(o8T{q?&*wZsnZE(Es`1v&nELoA1(gu6nZ~V6}!jzG6U62FE=D_OkT?lqf=JuE~1`xqoKb#D&am;1+FxHkmhc>*W__XB*%CEch~R%+g3|wpE-+ zM&B%_+i7ktY$S#rSRWCwmGZL~Gp9D%tp?~OW8S8W^kj>FLzdgX@;!;+TM7Yu#fasi zf46QR>e@Rm9D?y4WzE+W>g^IAW?W{|iKYR|G;k%4{}Ouf<}JzY*=E~J=t3vn8YZmu z38~=XipcJoQ{a5G^u|3Z!hFtRH8x!*h8yScke3}Jkedr76|C?tCmKgY>?yojLAuBB zc%XN!4QG0?9&mx07~=KpQ)Dg+9avnSF(B$*&iw$;^&i!s*&meQGH!ZvO4HR;XwLOk zeQ&LKYirE|M4fb>-o77Zl@h&1u?XY*@Y3B|!NiJ7SQw9v;Q0R3Y&2W0`1=E@aQxs< zJWj-g`U^_!MT!M{B2dmVbHZcgtHG1s4%SFFhDbQn#=;=D#@*>*kYr#9`{LjOw>@kl zpiJaii1a@9wlFo^(J!uLZwNY5$0iNu#pXOBU99fJdX_W>o7_{5x~Siq0+=2+o>!T= z{@CSwv~IMhykCjvac_Sv3t)Jey7Q7GHSYHH1K!py8(FkNZJxr`KlEBdT*>2PhSrPm z|Nfu-PKi+m)-AQMk5qy_kSbI_cE1eO&{n6^wsAe5GfSRlHr}Wn*3U|37O)F;$%9?8 z&D#9i35b2}v7Q6i@fbT!T(LoxX=-DDS{Z1A7kcWh*yF)c4+r;DbQUyJJ;8N>?HHG7X1r04e6bGemgemvcTbH<;*^nF3ndMsbaU+nYArqb5~B+ znx!r7eQc~MHwP{*<1n>GTzNv)y;>SZ2COq!Qd34dHv2eq&b~2^^?~rw=-kG~F?4z4 z#RXn@T>%I04+(j`y1F7^M%FKoJ%gc2?15vDpS~br$=$&(n=f>Y0<19qi@ptANs zNkDBXd6+Flt<3y z0Ar1Qx09TUL(9#X5C$6`Uv^hj-N9fxlelO}ATq7aqpZ5ZCodrJ>gKk|2&4S5X*F^d ze`npFyu1Let@!oF`yzfHBQou{AO2Z*=U~>DufGsPw?DOfZtW29*0+UVP4Ksc0#8WxmntqyYAx$n1}!x53G{ zlWg0_dUDghB|MAzJVOjK>Ov?`Z@vF>115fya_(WcJA(Udn)6}_y5g(cyhh}3KK|!r zIEj{c>=|B2X^Z(*8VJ}z*(1?du*q2Xy#~?MC@>Kd1;<@mSiWu&dATF#G9cEpZF%1S zIL3a&i{mSB@vn`xjK=t7e0yxW)WwX99r)g!of|{WXNkUtuv>RWE0(Qr<)&x>cgUy()4iGIk-zSVXe`UKC$bV=Ua<(7Ih}W{Mv(=1>FCP# z<(X@~lmzkM%oU~ljIL>C@9@|3AY@bRMDQ|CzjAL}90hJ%QhGfNIsT(g>7|xpIwSul zb4QyAs1AP_WcSYoJ*^oOv@v^myG9~|XzRZtwDT^bq4&6JG;6ijoJoH6+R|uhGcQIG z^s1$Ffk^U0Hey!cF4Ye)3L3!Cot`s+D<(+-nGsU z7|r~fp0DP{Nkpes*U*bXJ4mfxSt!h3M5I5 zkxYFFTQWSOhK*}d_-di>b1hK5F4*2`ia41gkKcmIrHdN8`f_$`QHn)2Ni;4vjaXWo z9@#pg$SGM73VaPqSZ2i^Z}Zn5Q~EziF6^2$xu@@N{mubuu-BewSUY1z!&CZVBo3Y+ z+;5T;I*cqU!CBYME77?kVw0jVQX`Dqbp8Ixlj%%s4a%?t`fwPDx;m=PdvRXkw1h10 zM7&YiG+Z9h*@ddtt5D%oII<#rEEJ+Ji-@tEtn6*VD8-3bubWl_*|$tLG~)= z`?mFPXu*`yfkrwmjV^^FyMOhGDvSzq?p0_$BWc1d zu1B*cd%NO^3yS#vl_{#Ti`+FxT&py6y{m?SJ1TXJk|`#jRwUA<%0dyc>;1B?9Ec%vtOr2{Mfy14RVXopU)xyn1m z3B6FP0hkCz$KK6FPZZp1h3)U0F7(ERLp6aB+bMy_lT7bn1s+4i#FmJS<5`)$d>}oRSCCmh(fQHWCsox$be*dY5H(kNl6=Vb#}bQ&ebU| z_;&#QG(LWZzf3Z~#tt70Ug#avqU^aLdyR-u@X6JEFt-b)lNcQpY91FJPg5Q9gu)h7 zl5H@V@(f!j*1JN!MwVy8-ivr%)JuGra5EQ7w`W$6Ok{bNrP}VmpKTJqBHPgoAD>~Q zV~ER+_7l6xKUZ}c+u)S8;0(3@bFECR`s{7CEwYu3Isij<#Gqi}C_iB-gUA?0-0Gt$ zU##ged5k5N7D0ZCgy^QW>?NC=lx9rIKhivvIk<7*=!6Bi7LOG+uVz__@1j1Rq&!0} zO~ADKzHA!1`jd%LMPHLX88&S*?N0BQi5Yk6`kK+sR+22Fa&-1RvaKZ|t01H)5bZ02 z+dT=5)^SL#h;2d$eI1wU_@a^o)^GA{aW$LY_-vFf1SET@jKnv4Ci>`~T*H`*A>$iS zn4$E}O-i#8I3KYdlh=DZ;&k81&{2ofy4)WkbuJ~;+95y+-(JHoZAm0~_^7z|79LK% z12lOo(%9mnFkYjRqnSj1#OBWCL3P>kei^wP&2@$)Dm7+~4ebQH22qw7L3L@cAYJ%e`AXMo69uRTaG_Z$0~K(s>qjNg4DKLGALy zWdKW0o&}`w%|vOJjY%hCduTEPn`E@;jj6bm5AsEfB=Sjwy-YWdA7|4ZU-xC2vvO!8 zXY2Pe(ki>Fqt(=;v-auf;$eNVxSCBAe1Gw&LDJFl-Yf8CiX+(K!ZCYq<@sy;?P*dj z_qU^4v1KQFPpmp`RgGKsn(9yN^;)=M+s*$6l;s`B@xDV=uJ7e8tmkr1MVrWXfem{# z_I{XZA_aH(;V_{C)lI$}=M_#w59D9w!6wjH*bcZVh`o-EJXVtF24B4F8Vf_2dSL77 zg93kq>aW}?CK5|F#6fW>B^yu2+C9Hkq(3#Kgv(gSvJzLMKAua=+wVrKdGgZX(uf_25)MP1@F z42U~|D#Z#f9MV}6p`NLCdTJs?LLWe?A`XZ13c*WvovBCR45HRgz-VrNg!D^CX}BU4 zp%>UEwsr)nT6=D++4?Z*QAokej6DgXH(Gk)QwaB{@1vsRe6}^Dw<#Pbq@832Bmont zrg#ZFaJWJhp3peNSGNj9qT9L6?XQ*-{5Zb10}8lLh7Y6SGPk$Lj3}+Hp#YMLY=Unm zmK8eGAt9RsKPMP-Gs8qd{zOl34@nxa_2nfg$nTLo+xv}3AUpBE$Q9A_m^pfD=TmNE zZx6=Pktp!U@~RfBDh;h~(%9jh?Cwr3C7Fy44+cUClERXXrF|zgG_Sgcsh%xUf>GK} zUP{N{gQ&C<7;5%r*9a1m93jkZbds&N&ssT9@l0gPeqS7I0mTgs6V2tX=}b+4(Cf*1 zR-Er2u4iGsWvm9T51jF-X7mJpHOtBOcJ_%ILf`V=lCuAO5Ta2@!Ci!NYNkRDy^ye% zeY&ZgLonZD<_ksfi^7-jq`pfkU`&Rr z(QC3bj- zkx^GF0y5bQkFe`Ddu}_5wJ1?5NdEt0%aG6A@{+N}%$gG;iwPhVv7snITHEIRkUo*O z*TjYc491l^&826XslzYaMZ|#SCy&K-L;ZO3fU0Bz+V<%wdnw;xP9Yy?C|F`Rkg0hV zyF_LtK&Bji_kJi7P|}rzb917dqk6f&eo#D6M$Cq)0kRQ*Y{a_j9>gbSZ$=WI%v8#| zY0g7&wvf90ElM6ifL0g3dPPQYs8{n2yR#8dxva`B+^y%1{e9%Sa zft&F8ttcW!7}3{1Yi(Zb(fW_KqOzsoz(?GUc0S7JoHT;V<*kY1B_q%92eijBtxG5K zzo)U_R{#GC?rx~5c^|avlXLd?;9-qCslND_VsL%^(d4JF^_zW=d z6GW~sY=EHP)iJNu3W$W|w^@c{?|UN#k}o1`{6>f~7z2V}x)0VkOs>;N@6+;lX&kN8~t3ukW| z8oBK%q9n(nF(6B3#ap5G`=^W%VeS>fS&bsmeVZ4O+`EsJdXl@>f-(i{9%|mtBV>=N zAogdPvZF;-N#wLN`p>ub@WoMa_^NqkTOA5-1IvV)WkmNiMPYUuc?BOx(lIyC{C0O8 z!|iuT6p4hDg9M2RY=p=UjGD<11}EQ;u`56DmbsXbb%D2%Cf$qVz=Kmcxi$=>)tn$- zBkdM5-im!+fO^v8F&8%-XZyZr*bGc_o=%O(kF&K4YQMf{$)c!Gj0OawWB&6+kY zt!E6DSjZM5c^8S(6L&B(nGAOo`@-O_SfQM4bh&hM=2p&L7Y|+EAkdkL@uMo43LvMMu2+CU9<+=Y5Mn0VdT7LR5WVCzjR}F(+34 zBJg&6f^VeJlNLV=i>|Vgd_yx!a8+ysdr$%^9laGz)B2Kcja$<}D{F55JQV&oVE)@=;%Q%{ z;7xt8YNsy)_*O$Wh2^i(^=tFnMyExuOS$&)mAeZ5ZVp?<3S@&K*7dVN^g%gaO20PN zic|`ay#85}@Nf6t#Hq;Ix#{WJ@$@cu@|bXP@&GSD(7%Fq4=7(#jRjj=WC`hwF|6M1 zrJMAQ@qljk-qYyGYCtEa0v%;8Mb|1hPS9o!%v)r<3v2k43Un$pHS=$mB9HZ2)6=v# zmQ4X?CeOrLHS(FL?l04?d>*|)$D)+o!lA)8S5Wx71>4paB|`Zt*KYD4&}t$Wo4M_Cqh)46 zjqT2dW2Xa7Y~Fc3{~QI8wNMAo#y5bC+7}vv-Yu7?1drtMG#<=iy`zT0fefTwJ4{LA zrExU_$au<=;Th0q$rmy!eK2zqfMpE?V4!>keIDy*{y5GzG$-BP3e5+)nZGMrw5tct zG>>M=I8t^b-hp7vgXvn~L*3Sa73n$?AeD+h5mw{BdtIR764KiG4aNJi%CX_~5mjK; zk$7QX%+hFG3hR9BIsbvEb0NZl%`XyUK_EUJmAE%&&j#&?U(hQ^1C8&?IW1nf zZ9ks3@ohn2ai!b{Sc68zOcEDC-TJ>qTZPXB;*q?5)dU26Dj0P3K&r?Nk!KM`*K_&Y zsLjY9-!N(eLnjl+^yxK|ytsSg-BK+!yMl-tI_>bCYvlK0M4S`;3dl#1K6s8>)+IXKdWWUt-GSB^U2HmiOWPD3@d;Te8*Y`qiX$?qeTGLU`RxNp2Q&;?1q0upQ3fM{Xxu+}A_#*q9 zEhRol6x_R46R$?FIg@NFR=L7$)^)%N;}+b}#Nt&`8yD5}@x_&=HqJ?Ad_9+jDJASG zd@W}k>n!=MNR7%d>#d%_#WsO}D=%=~YjxWc?qHTuDgfCFi47O9@B-0z5}<*(VGKY= zJvvm?<-DkkFJ@ex{?$k#MMfztJ31q=N8{c5$%czI37~uD$0?{;nanx1z_tZM+bO1T zPI8~K4`!uU!zQVR3TrF_x5CwjRY|;%!^;vcdPQt^gj@j;Gpa+IvYZW8qed6n&tOp~YGNAE|L+I@wx>=%E4FQX@BtpV4o9pJ8d!kF0jEHEauk-Joc{5zyYz1+zQ_Tno1T)ZA z_~RdKxmcKs$@%G+!a5#BjJk>=*sXsGE8>fpOJbr9&fam!>k0%b2BB4#=jOQm8hxOW zi}t-Gsm%o+kccseOQJLydXLOvgDRq3)s~8Xw>N5TmQux?5q*A*jxy*7E};8|^!_xg zW~%M-_H2M8_$`G=K+k7l2lCx<9_dbN$nMuzoP8m}qqM=o4uL0aZmMuTvmm46DTm}y z%iCH38pf5i%WSD(Mn~9?WUB;-FiR%yk^>P4ou&aH{IbfS`S;9Dznnxn7eFErAyPL& z6yqB7v~(>_OKs8FhFSS$#XgeyRoP{27r7^{Mez;E-X$-)4v1eDJ*A-({dp_At6jHc zI!pJHQsFC*&zaM52#7rCJ?x^N+k1WonorhjoNF}NMPIbuiveeKRrbCX<7?Cn6LL|2=r$DqC z@3B{6?WpAZ{585+?(UesL6dyrLWVbe>8iowY9*bOE*zYg89dlr5Dqf@a;1WuO)%du z0H+z3zIWE$`Lr54TM@If&k5!MMBCv&;sh~+shUsQED6Q+c!a%>kYGO= zHVIt?H?m2LDuJk=`3E|G_D-JAo|UCz8)xrM5pjMf&JY$zy4!Ec_V>p#u`A$LfqF`2=ABZ;JOJ-G!HnO{$iRe;RgM6}vM z{_Mw;O?fcu&n+WP(t5#uZJbU}o{ykJADd`q6VX}tQ1g$$yj zfVl}fK4yZo;=wqq%*5wPs0KKenS*S|zBcmxFP4t5k&U#~=UKb!+WDp#s* zPd6;tCfhF}Z)N@={<=rj>8xm=|Gf|2yM7dlChA{0*REiNjkhVoJM)#`k1_+%!sQkBc=PECd~Ae{hLWa)^fQ`Gvf9>$%fXLa%T z>k57A3ywJYHw`=1`Q(?&{3tKFrgj;D*MIOY#_O(G{kZHbq>L~n@+$9_6X7ops`^o5 zA))=5$ykUbMc=PV1@_>~VkzD5!Ho4QvohyYezv-Q`R#ps`?NRD)^>Vbu~lQgg-WO` zmmYcY+*P7EWyAdS3&;yvdTtrFllV$(NbVTB$BA;h4D$~3hJTmDsS!CEgl-)!Bv|<_ z#>=@A^>r`*-?o@q1}y~r%kPJV(K4rpCUHG>9{#AKDlJZfvwvp>=0oT%$onei(5L*Y zDi8fiCK9Zysx&rK4$DeX znbP2_`QyJQi01c)e2~ibuzVKI%Z7)agoVTaq9*|%_q5D~IOD{sgKxi2ETQrgCI{oH zw{{nsYd}t1N?y{mrB`Dub!dYvSSur*Ev|A|TgS}Vj90G-hHUR(i!e7QJ1aqNS2JV7 z?@F}3delA3oZV&UL-939B}5t2PtVJ2+)&plqF$PD7-;u#no^ioDY@$`&1@dVYxaWy zYX1?DlBrmvD^dpnsz#FXmSRD74g~c`=CRLe$@aTyVia4vSb$ZABk`*#nJfnYa&K7O z*1k?5ZWGVZgy#KJ#INxeBOi>6GR6(c*xNnTl*F&LYnoV>xx~Ls(S!m0(7hK?O6A^& zN+M)n`-5|XR382uz2bO>%ir@&U(d5CQSS)x@m#qXbJz;RAr4nWh>dp&OTb_g_jt{& zM9QBsF7$|f>hm`N70CQ8lKqP4sbMcw+CjXnF3A%Skg`q2mT9@mq+*|_V=T-fGs@8W38>M zD+>fJq5K);M35TZxD7&#eFDPEC$xPi#IAJiVzTuqb{}@<*V|w|h5KbFR|}?8sD20b z4ftRWZCkCXIAIR5uUC_%Mp^* z!=>2+l{uE!r=7J;qaJ=X+WfhaI|sK!a79Eu7+PBw#}ir#*GcW%L?++x`+jLkDvo%N z^iHvMlsngZr!W+-O0bakiM?s%*Apk?mG36vvcv{jWOk$;K`7T?S{{>^?q2~h=q(}z zBcz25dNty9>lyUsd$XQIXlv8RqdOvpa_10e5#15vTVO`1T@(dsYj#G=eYj^h<<6N- z5uP5i1xC|(oYXW(vA1 zrxGCYqK`+Fpi=M~&MDpT{Y8If9Vgql<9h~cYnV*nb?}8_YMU6tL77gfne2{nFynhL zB~DdUKD$6B>vIO4tF>(Kt|_iSX37cdsvS0Ox8j=~MTK0j)R*JY{1dl)&WBg|bYeE7 zHQvpS3`F07qVg7VYQYG%Ca)EEFP!(dm)#L_3lfQXJiF&SFtbUgBUV=%*`~)zM!JPW z@UgJCdv>7OL)3mQk@d;a>>J{zlnq(!P*vs6#8VturtTC`UZum^4J~(SD*vefGP|=e zod-g#zF;T2XBqa-QiY-u;?HwoGQ|3vf0m=l@m`OIezwr#L+=CgC8kkBX~3*bmlbeO zY&~0`!u#@3nR(sRHLqJp+OB&TTjyigNNaDch-=%<`w2&0a0Hl)lM-2J)u)30&#C>; z{{H7-xYWmI7whaLnLhgh@IsD)vRg;f!{L6^l1v!}u&6p~9cK9|tcj){+N>CFx3f${ zyU{2j+rHwd6RFdCpO6Z8msxRfqPU!0$|$B#T|@vvWP*yhmRtYDn^u zQK0tjtO!PQk|i7gGm3gqh8$LWpX|uVio;lA?j6tlF0hT?(%Kv5Hlk02H7tC=BZ7iQ zwBP|*b7U$06UFelOYGs6;Vy4epr$B6Pshp$AX`m^E3DW?TL(r~M=MJIq!Sy=ZXi!4 zTx)pcq0KSbW%g@4Ds(cT{%E4mDod;28SF;H-ZuqT2pw2nFnr7uB>lSj)&WVRPb(MT zPPII8F#i+=o&$*qeoRT3+k~xE3Y6g!IUeTEMXT|vhq)b}NAad%&qKnunFq-Bt=jiP zA4xFm&u@ut8^d?ffMic*t0w_D-SXO#-BDNdGXzzMR%Z&&*W0JUGuM(p9)4UdukgXkvlMnvf0eXj64;7|(1G#_Pd+`>e3baM zY~{m-kx}+8T?&8wy$!> z?$5&F>FtCpTSR^}$DoQz+6Ilb~N%=!K`V!IEnu@SsR&Ta^b7$6M%E0hU}29fdOLvYPAF+PEt|v_vy{ zeGy?V+vPe-G^22*z=Il__^f*mee3?#e4>L9Yp~@IH^N+);+$AE-E`+`fD;xRsmNF` zTP0jXXhjQV6!FX?2YZn*1zRVOACAxk_rpDyz0$5DmEhMPg?G!o$!nsBH~0pO5G@c+ zW8SjiNKYwR{|zmR6_lT=hD~q&qMogTWxIeFHNiuHT$rLKNtBWzMU1^6N5QK#|F-^< z3y(7rx|q8@Q~!zMyB5uBq8WQE^4cGn5gJtXRbNOp;iiB}&D3v4d273LD_niox`ezd zEc?T400d#6S3w&Yn^xq#3&_+PIFn;&mm*fN;eI;AQd$q^bdMo^2K`!`vDJ{qrs}o` z%7O`e%lys7oVcqI>z&{y}$ob;idTw}+YSk(lL&J1Ad%B`)RqrlFI4e6TV!|6LK zXPI?uwDsjsxq}uJ%Dkov^wemu<@QgoHgR_?I6uC`Pd zcQtD`s`Uz>_*tSccqhw^pE;;7Vq@SmZy^Pj@E%lh!34r`7Ukz~zY=e^Ct!~_Ytq)^ zPMVP;xT205IJ+elBsF}IgthDoJ?ad8qA}agL^$VfZ96=<=Rp{R3canvfKxOl3sUCN{BA$vy z$6tloLh3V-6<=Jk#(n$&R0zH-J0AVn4aiY_6C>KcYyQmp7zLOSmPaxa!hBXPG&f>L zzcu9+zSq>mv;6ZJu8AF*|7SaRtM-!)SlrM~_n9y>?flwOzF=f)FP$eMX}B%8(J}3q z@`dl%Le0+f8Dns0{Q39VCF$BJG5S0CU;p_CXf?TU_MUBtP74ohX)h5G*Fsh2^^H@^ zCKb{@nbp#b@tMug(66MAP{i*U57k-W;G;PL)@f^>h$i}od)Gdl1UODJpe}3q4aID( zpsj-Jm?W%2Kb}~bIjk^CQeXJyWq+zPKfGx4PMUYm#ZB3l0H|jtukL))ywXc&&iQcI zE-A=x;dcJ_5NYKLLBH}WdyyR{OE_l50h_uG`e8@?$H{a*n2*}M?f;_7(=dDc+H@tn z(3B6O1S;Bm&X#=Saz1wI49oAJO$OLbRTocnzdikao}&)^>2VOvf}kUHdHp~*nxM!Z z`O_OHDK}zk5>h1igyc}xm=7? z-i;(A{4r|r$Xc97s6`cT9F2dj5thm*69qJs7gk#jUQw%Hw6gj@uy%pI(({on3GHC} z-j^G^n`JH(6^B?Dobt<$h{W2((j4X+Vh=Qh5GlwpC;oVtn-9aKW|f0l-CAE@trr<3 z<}7~#4HlnEHKH}q1hogpb)WdlgaVvJ-wP{sHXRvJ-tiCyBrpgXVoCP^`7cLFwYA5~ zY_Fm@l3F8`1DyflE3m;eBg)x#X65OvN15AD@DE>4spOR0YgO7*c1mi|#1hCsnkMz3 zQ_|(~{VCY*Il%Qq?6G3MoZ_q~D)nPjr|A3F_7HK$$J1)`-b+otiw+hmmT_sFEZMgx zKRxg+vt(b{k_jRo3jx#YO!G?*3YLol0GKp&Rb|iOOY0u51Mrf7XYvr)$G$`zt{3Kh zC?~1S=4=$y+vvw2Xv>STw7n>nF+aEnmvdC#!gex>sftP}i~EKeDwcV@kV=$6oDa2> zY~oe!(xNV;9BU$5(T{wKs-RjD#Z|b^!-*{=*@1YH_+ob;GOEPEjpL5AvCAMe0Vyt6 zg2e*iV^7=Tfg*?dZ#*=hGpY@x7r?iAu_6Net~*o8>f6oi#bf;Pgwo-I2+L)z|~g;jYdp+v{B zewK44IJfKbhq7bAaw~(lmn;4~NmVnK$s>h6ElRfCw_ljw(xIh*ac#D;##TEUv+)LF zMmECq+55RyTWfa^EHE+lu`P+-Hbn{DLZBs=e9SR9nkTXZ-(;!|Is(tet?1W&;X;3W zd@m}$MWXq|eaz85C3av8K@x}Dy|svZ9P2iay0tw(n~HVMT@6?1{>GAyPOXj%=fd^# zEHQiH_i9&ScF6)I+Hi||2eHu#s2%O=cT``TWDPwAv0RPKkZI*w zijhh`JV3BKo%Ic-S&1%}jfnBnxI_3pJPy0N;Q3LLeB`M7huCw|kTiwF2b?eaQKVea zIQ@N%O|+d&i{`tLynS^F4e>}K%Sz;SxuRPf725grZ#gwJyXV1&g`+)d*9Cgi{N_s_ zo3XM|Z-!j1@<++%)o*e5(P6jKhl5{dS7e+mulR+R{5wO6WCHzfr&5DIgutR0- zY097#ObQX7n=v~cGH5TG@!aeXDg4|CB54w)SR|&9^He?Te);4AyQYdm_O=ht5~L|C zkzLf5)hrIChJaN%G@oT9tX);budxxA8%XuomJ{qQ83V0*$oPOOS*_}Q(pifa(TgP= z+_aDQH@Kj8DLcZ3tv5sy;h2i)6>v1e?{>)Nl}5EX|^q zcFS`CNEUVC#h*fJ4a#$#nd!5JJMV6Ak{saFf;O#QKWIdmr?r;QZNZT+ zv~20o_ulX*hIhZ#(j*Ik2c>%>O)?|N%B%=0r9&2Sr)zmK*8yUQX|EQV7Hw=S1km@g zFe~NwlArpMC!{j)R`&+oemB(YpWGE%=XD&Eod&vnTbc4cA9u2kV|I25alR*^Uv<&)KRxU zxVv#&nB!8cJt7Srxa*IKoeLks@GF7_P{`eza|F58Jxt$Dpa=tsHpZo3p*2 zGnmbJtbMT|gAFCwD67Vb>NgfVG)WAjeLSpgXH`b48HbOD;0145G2Ez$lpUCMSP7MV zFeBrYM-xR2l>~AM0DVuindJBpI zues;mU7p6;&vv0Oo2L`?e{ps^-SZD7<)H%F%5ZeAg$AUe{Enm6G%c^u_AT#8m|8bH zpbbV;{2^It5C&dfUc0lTqkIJ+UO)GcnIEmSgxS>I2Z3{e{gVTcZ2rb4`PG~5>~QsF zZ08)mAOIaP#A|3t9S6Z>qkO>X&Wb}AdfMJq-$t)YK{wW394G*YrrC;uZshCSrL3SU zqC4Ua?=_hRV~(5XeObu({TocvK8EA*zNJ=9tvH{=p&#aInmw}OpN0UU`2{Oa({VY~S|TK{ycZ3I2M9dx|2D zitGo*3Y_gXkXrq8iX{6Goc3b|52kB)_*gOj`(Ta-h;UnxV1)?< z7de*bV6(KzDp|fr`o_d?kwxy7$dorgb$I$wZ>k zI&FFg9AP-L!J@!EyL0s(pkfLY4-A?T+UFF9o83Z5^vzrvxmQRRStxj+l7_c%PbB0d zMunKecvtqXJ4%h9iC$XU@tSUpn72|_LL@$1AAKv`i9Im#ZRJku(JH2fm@S!yDHa(= zI(jsUZ8!1;LB{45*n?2xz|uC{!|{5lnc7|Y1r83)Ti}nDGM_R#3^QXl&jy>Z7w!g{ zJt;riI;LM#<#S@Y$1S8h?^#5Pi~1gUCmc@SAL+|r-IMaOfjN=|@KH1Qff)3zaNZSt zEn3qdbwN1%x@ADkf%r{N+pEYw+YiOL&l$a%H9d~#9qEFx zAjRl*nK|@H^u-%-xYSqj6_+u-X!v__v!|$>66lR!{EOCp|em+pkQ+Gg#?8I4xNf-uF zlgC2U$PMn=Z4;KZ0$a$BKYG50)o8G7uXnP%m9fpaBUZ1TWjmaN#ASPhel_qdGpMF zB8Eiloq*+q*w!4mB63NVcEcMfhjDV>RmpyTvlEG4$gTMd^3cY8dmqq> zHhd5Tl5#*suX*qVYV^$6PIpFEtiJkTHO*)+^bOjAed70VK`5^w;F3Pk?wo= zMmSGhKz(l)CcNQpj?6Af5De^r;=!5wu|=G0ae(f3+&w0YxqV0QUTW;IsH8qG7IBse z@ONzW@{XpXoBE8l3_kNMO*kvZDbQ5|vS$17$AO5i(6G*?sjFlv9R;P4g*B2ns(3O$ z8v(bxl^Ud8vQBSvX*@;iv_fSR08jj)np2$!E7t<}JSMm6fRxgXcWY`)MJU3CNBWttqx&ME~e9eTrXl zF5JHn1~hX?kuX+Rl3ScbJN9x#S|k!(MS^M67?s&VwH(uzb!bm+Z62v8&V+Q-LMbbR z-9x6u=y? z=I8=K*bMHj@#0|81%j+R;1-S~_u#f+I<&pT~8pz&$gm$(jLZ*v7if zOb0LA{~~Q{kld}A%#YY1T5p8rE{t7>mg2R3Tx~#CKmz(_OAV`|hzbfzRvOyPPNrn` zRs86YFGxYsYd(We%!&(b@JJ9EZtw}Bz8%L`Bl&Fn3)ol0^>;DW7Sayj(r-f)>Xkl} z*x?D<0U{j?zkGxgXkgkw$(DpW%OjF1Pp!pn;vMYX8C$V~-^>l}D4HUO)L$c7abpOs9+n>MycAB4 zHx#=lpmH0^I*-$1Av=ta!9}pfhl@!`G!G=96cgok3Cj|)?FXjaRYBOXmh8}ykarb1 zoBf;Du6Hr^miA9;_ra(l@rKpImG56v8sYSce#{h84av|)(?t^sfzY`xny7QNy0JIv-ZLHW*rpN)%0;}|FnNe!e zOr6_zGUZD;Fk=@#Rl5}6C3D9J2Z~d-%oHlM5wgj^?lR2z<~y(e>vX%k*#l8cL1}w> z|3WBq3Mw1BbnOIN_LD(}pk)X3#zX;g1-)PJK`4x2JW#q|{FRHQF$}eUN4nD;C5L}Q zVmtTE2yMv3=U+3g@nO39glJ6*5=RuEsB@!6OcThuhCvI@A**<3boW1#EiW`hEJ|Ir zQ4HYh*9m-DT7)Ani9dQoF6)q_1r9C95S8!K&YZi*=95K%bnK% zRjHY3@P(9DvyML8dDLh$(SYeh06<(>%+#&n4;M53sl2>0LT$M_4xAmO#jGK!+kRH5 z33w&~fL1Bt1G^Kj#OXFx_qdYRGGgQcFKjK_+qqy*^g&Lx2L)L>&R<6F3qp7gE{*DO zl=&iqsLn!SWJ)NF>eqNTbrVWal=)~0&Pd|vB#e7T*_hO#8+&Zvp!Qj!{m-i~r<4sh za8siJx88>n0sSRJ%T*v%`BCG}!6E~lzQT#XuiN=>t#sR~qbm(ZoRGbdQAc}yoIO0v zjbx?n%{x%z&c0^w9^~sBAy%D8qL(agI<*Lwf|zkD>oCmSg6##7?4sI1_VmrDUC2n&aJ3e|#5>pHQmenL z`01{g=;`Q6YPRMscB+-=SJ%u#1*t6;iXm89?J*j^R9jrHd{MXamxHArq+qIrr(wkM zx=!yClOLuCnSZzWi?gjI>lwl9y-7=q*o6J*I4mGm3nS_>05W%H)6+|}e+SI{)96OR zSR?iwrbSgL8FS4#<<`3FGm4oAw#XPO%ew448ZYPn3nevDyU<;PF?(t~e`YLO7lk^$Pqtcm}c726-XH-Gu9$D8a1 zeo$`>XXivsMX%b5nyNE&?^k10k6^#`GUN)0evG1=dXnfJ(@*EFA6%3^)#BFQM`>o_ zzhq|D#cQDtA%1P=z1krqX1XAOxCizqGXA(94ew72lHo?kK8kehlEnyJa=c_F31wQi z4DYjGSEo^Yi_g>=ygws28itql3EKzehhz zWm66xW4)#e?^_DSFZ-`jcB3x9oc(LyRcSrD@gUBYkZ8%OQZ)<|d!^#|S9dWkxRFo3 z{JRlv-<4QAbhwT;bPVY%c)o$lSg4z?Wh+Wu`yAHtHg@`8A?ucFaI+>yB)Z;W$R}42$rvWNeLfgbcQAw`u4)@ zF|BP69^%gh{wpDE9R-&tWE_eg&lb;HRiH4k5Uz%pGyQJMQ29i*cWp7tu)4KORdS0I zM!%d3Ia6m%dOMe=VpslSY+j46i>^c}rAIhFVwSjnX;$=z3c{B7(r_9V8l)EF>v{&% zyLf(Zh`3$T=Zoh*v!Cg9&J`%-OmVp;qRWK7GzCjYWdK63F;yWu&)k|Dy7KFzaM@n| zG$h7s1YuVR(GmRVrI0oqBG^Y8V^_p-SL(GnL`^x(!o<;_v!sK%Q)LU~YNK4363XsR zR^4Q_QvaBCw&sL^&3>1@GS1Be5@u=^)}`RB3F#}{&=ftB;4IS@vKMx2WMXD_){7+B zvpKS8_V)}vML^~GBf0S}?fej3!_kwxc2aRRu4C7D4>tT@d{iS&+;Del1;eLk7dqllHMe_!TPoi|Vh-4|jM>GT5F0PxMz(m!*HU{vS}ZP}UHe zN7K|~f8G&sx76)Y;?Vdr6nbRDJwOV`t4VIpc2sd6vnLFxd_iS*{Q-ZW_EIawB;`b{ zUoA(t=7(ZqQ@E$){fa`Xjiu;qyp1Y4p{9xlxp^xZ7yHJeKaWCQN>El(NRBJX;H|?R z5i3y-vWzOCV#Z%h%Jgv6Wvvh-c{D;H<7kfTLWX;(BGB=mxUn2^SqZeWfFXb$%hM0F z7NnARFxT)xXE|VJ6U9o6;`p-q?Ky*wEg@k?&(q+eaggCks7i51@x&;mn5Y&QYhIZi zO+ei8E<_X1F9=AInBcy<#1c_^(^7ea;S}a zyC;^3kqzI?|GmF!$M8SD(WOO64V+O#pK4$zsCX`qbsb- zeGD#zd+dN?=w|PJPJ0z0lM`SaHl@rz%@df}=xinlA>VS^vg`J~YfCQMSL@7vH@$pO zQ{CppH%8R+XD2VjzAIuRAkNF{@)&>LA$RQ;13W+d#IpNSaRSw~hPoVD`-3wQCmtw$ zWZY{@zi)67-LvP9zVK@^I;-vC@;XIDK+JQ}R8_d%IAh3)PG`k%y%3K2n0X-Vzpn%B zWy6_}rJl4s>->A{l1N2^aIubzi#H+tfat;_Q+$9w_>{!FOeWg0-h1JJ#^;hshJt2W z1Y10Pz*|Et#x(*Rq@Yr$DJw^VhEh}w}_d?eyfaJJn5jcI( zb(H|gLkA>zzP+;}h$jRy9`VvV`;6ocJAZYU>xYp{%C3(FBRxnRzn=B5xv2;hF7Bf$ zI(`SKC=2dtO9%4?VeWeAEG|aGjs@8=6YVl7$WaUMLn`KxLD`K?vpJE21Y#^$KiNGD}5yueQ5aZdlmTmHW63ypByoAZN0R|R`g#*O0ucZ?= zCXLyL@XvM7b^>$RakBMf)~|dFC;$d_*Rg>EtB6;vp~5dzF{zvYPx!!}rmMq}-6ZL2t` zT+oF~SO!3Yej-9U+cxR+wh@0TeSG-Z1~RepLI(vTalxp*v%IczFN1gpvqj0k;OSo` zRrm#t)7TUiW!y7LZ~XHnXq3!YlW}Xu$e!OY^`>xiseEL#th6CZVSYS?6~jT`gL(&f zD41v8D#kBkzKaEkJ+KY+WKNKsKbI2|DvPS^<}oy3jI$48N1j{;UlZgtMovC5ywE3I zOG;kLbuh0+CKMFAC*MAeT(b-hj0zJ4Vlkj%w-Pe-^t5>2qc58--Ls2`>9?Qz+0zIn zU41R>YF7iL^-0or?}i7lrmo6>W7x;}rp`RIA-1I;l^xujYkvM6FH~_ILVeWE<;udy zK4zk2#`uiW#FAW@jDny;wclOGU_y0y2P-~^wJvTeN?WT!_rHqI<(iF5Wh96lixsz) z-#R87hJNxCyS|cZy1thY#sslmes94JMwtAp-2l$p|12HIW9F+TChg9Spr=evOpCx> z3dh7)KQ4#l$TW!+*1=G8BQHHm{dy40TorQwTSLG6XHB)pRxz06c{=*m#xtPd5ZUsR zc50DI@;n)S4lTUBAP`lcFXNDs_eXp~;@o&DXrN#^xZ6R+m|GL(NNu)RujZSR!48H0 z#TmRGK=c_epCPqiZc;>QK_#I(GGGTQq+nhL)`!#@?;w+#f~*crdzYNwtiu2ISRPp@ z|Mw6|g8UsI`i5>BHUo@754Ni>D(phx;)sug=uDGtJ{xx48R@Ss1c>zxUc1@r^{BiR zg|g#Y1_dIG@&2b5Mrt`CA3Ho35*bf&H%g0X2Q-DrgKpLZlw#;T@IkMJ(=dI+X<%I` z+o{3GFqxxbFYK>GT(~v6M2XDaev@B^WkfO#;ex@|f~yhGOMjIb*6*^#f%$R-(g%P!~to z;#aZ_ff))QAwf|lEih_*Usv}RdD0vLTJaq-a6KF@JEl$rz!hmzP}{0{vB%bqwUfM-c66B|o1zF#&-dgwkMMd_ za-j7aB1{bI;T+kBeafO)!^N7Qac0xQ#TIwt2Wi4*s85;2B;eq=K`<*`w6oF2`v zc|ha#P9gu5jUAp!Utak2&g`|XhSl&ZYw7rb`bXq}ji?Wv#m4tjd}5S1Q&(b6t;d

_GF!AZ*IG-<}q`Vjdb z{RD{WR%G=M4e=_n9#GI!7d|O^8K5+MMe6hwLAIa_`wWgt=GQ$FTlXwT%C=ljw)_#~ z59`zla4c^8XA+QJL9)k~t!qLw*UR?ZFR+FiRM(Pnk&Z4Y)!l4S1v_9iPlyO47C)w;^^5D;`;o1e$UkBTbx8HT4d=%}=I0f2`k&fT2DwzlI{$DSIW(pigJwDE+BOo1{1J zI56<4Na9gNxk1@SA7~!Vc@8PGMzm-Z77tCv+RkDVkxP^GbU8URX6v#gGK#N7GGmPK z6a|)jDvSg?qI|t6(bi(P{Oh(7|6`WcdmSXcl2sdg4kF$Kei~w-zlU3dDS>pvujj+O zZlxF?p|F5#NKxwmqHM%OEDGnFFNO7;vEO8s*5iok|+T&-5vJR--?=rJAtf|-i zpjw!ceLoz^HVw~?Eqp~@C-RV=4Z_;xQ$I{;x+P@;(F6UtgSJu%UCwTd%`F?9&XV95 zKPREleKHh#GaW&`Co-5O?~O2}Gmoj80f|u0c+ftEI;wEbv6Zd*8un;UTQ>(v#j3Wf zk5GbztWZarv{=nWL|jgqh7BQxp`rLxr>+MZ z9h3mDkJd)aGRt}c+GevAHWh=V;9v8GD1KvW6jX_n&^G!>ssM`swr>dgSPD<$dr1P1 z1cc+AEmx3wh#)bh{P;xnVatu8>?12T@(Hp_T5C}!^*phmK*K4JvtZtQa@~#@JZq!b z^A)m%0XGi6W6{Ady1NWZIzyOLk9rP!WL)-~yNM=3Sj+QoITOhAHdqOAW*QJpO=1&8 zUbR=#qaO4&52#5$rP}nnwxwI&i@HC-bCoUjpO2>E=&wA9LctzorU^^+4qVAz_avfFVjBN)rpkyCdP>LmK4i9D9HY=LJl z4BUoZyHsr^BBi|2dn~wRt`^`mhNu+V3w*xFsE-)544S<=TNt--i!a^$tB^3=%Wh8tr(wx5 zb8zbApGiWdGcEH?W$#mEIs%h?Ig-G7$YBy`V+&z2t$Zf0N3%N`%{JL7@2Aq79%~Pv zzKq$1I;CR1StFU9)HiLXqsbS^4cxUOW!TFbNQuZ0pykJN1Y*oB=|0H5k*? z+GReuMk*vTc#y=2TIEoEHk;n)Y&ttr?kV+LrmB<@{WMag*MYb6G`f}bj)Mmew|lw5 z>!QS_0|z`-^xd^ z!9SnM7cIRIQ=f0Nm~K&rz>Xwzy+{v5$>Ni>%i#Nmo*t>4*Ro_8D3fJEJ}A&unHKvz zW9cq&7-b6sWLjK!Y;b&#J8q85U)X1~c|2|1mGn|bu zX2jZJBW7eliwt5IS3gsMyai{t25*B_ioM;>6u=okh^IGK6aORxwTk8VX$%v;ednvg zd3C9hFwg%81NT^-=;#Z35l4~0W1`tcLmqk1!7Zbxm992ODzgmab?YJpC6O?)a^rxt zHP3vanwM(^GIG)FnZWTVoS^BwB8W^Qk+LpjDaqvCj8T|Y*T4}?=+r;Zoi3$bG^ZAo zdSj1q;;$0#Z1dYp2Ci4bZtTo^aepY+4B3|JBJIL;_-(JQ<#h?1@)8($kXWne{`vju7hSoaa){os*R6I332U~Tf|^wLV61uyf4wcHo z`L{^3X}fIMN7Ckc%(AaG&JjNmChBZ^#{)~$seKfJTn4GxA2^d?* zN`QtrTO?%y@d$AQFPnGd5kHLI>V*3o-kO|@(C8(W>_@pOK1e+b;uuO%Ut4bf!)%u{ z1x%v}c7z|?2}~|Y0qc_WUX|88SD zyu&4Ra#R{hq0;FZ|3h(G#q(0JMzWaNHJ!$}+4lPtQN*85Rw3+-d7#DD#nucrXFpJ+ zKEGV=es$&kC>iNNt#q&_spyNhtSvc_rPP3t+i4!6fb7KC0;$LqslqJn`Ws@?Iot(|=+hvjdIDPw^Qj5Tlw>sWM$E9a>Fct06OsSB%M?aIe zRfQj9t?x;fnM(@FO+Abg_Hj5eBL_(n+omo%%1%<-O2HFDGtMm3s8%v(%HXWlUA_Uk4w^ zJ%O}(bSkeBdB;$g>;=+!+)O4B$FXs^#7^Z0`7m}%T3Mb0-;Y~x=$-k3DDF$U6%`Bf zmFJ(JmbfLy+FR&l(=L`^qZGS8h_T-ai=DXsO9fO6W|6LOdaj|lrE|yOQtKk*7m%h5 z(-c^fCzYQfj3lH-kiBM(Gv3m-rsjS)y~b1clz4IbsQ^Dfz`rrdX62ej@%ysM@gBeZ zA;k#p5-a>S>9G_O+p(6pETVD+#XPa*Dv#x01~0Wl?i!5wiPdgzK^VL24yLEEc8kaE z>g+aa?4H7*vnSa@NW4YO1+r&lMQT4d;Ak|AWY{R2v9+@M;ljM15~<5(&d06~>}y56`xl60l9_VBx}F9b>`NYq2Y@>g}znzLUt0;=O*$nF-E5y^lBDO z9=#H|&SqoNN)`)Y(sww0KqnP-iL}@*44O-Hh7R*v*G>t>5k!;zz~Bp!Js$3;7Y!DFx|12=k;QUzWkbCd|;ZLe=Gt; zo6%MPROm(3N_JK3(P*`V5NK-o>MVsslYMb)5blqFXv+iV6AS(n5^%pkNK!i(XE`#5 z$xpFqEAPG|wVwU4^s|s-6kG3k3agBrav8S3FuA^#HEJ|BN2+kiIV+)4WXU-l)Z^vT z#atS-gmjvh$*A4G6uQ)Ui?)z0!^St=mB&+TU}g8Js*<6hzO;)4;$8=|7p4>$GDpPR zDx9YdQ-t4W!&&ee-i_7{a{v3Q87FR@WtUA_kqEt1ZbMKS+|0Sj>8VWhs&S&7wYq!GO+Tl6^2#{wto3O84E#D)2$GyVlH~A z*cH;nl;tLEvfQx9i|aP|_6~A1cTB75j#Cd8aIzDdvqo-*}z}iMaO4$eMc^`??B(q(`WGWs+d*dR7yy;?@50`vfn?mMPnC0OApNJ zuK~lBzWciAUP7bi0}V2orMAcwY^>EGR2*7npq?YXC8RP@_L&v{ymmw7Ts;D3LUYY( z2hWkcaP8JHgveC2q^Ysv?@G8$RF1`kbed@sk5;DFU@}TptUk&keBHz4J0xrUw#KJ2 zMRcbqvxSVDXFJuWh+TD=!63^fw~j%s)G0GHH-GIij#H5hbK7{Gay5dp10$$94z4RJ zMO+1ukVZNR5Itl2RU#b&z{ujQMi)OvM)Ov*T@bc6ZcV2Inz+0@rj?H*K`b`NqlAj6 zT;b7*=6+ny?HnyWm^F(lAn%IOIxx^_EwMmN4(59PoEsb1BPM9(QWWmWnXlsDP4#ml zNw}Q3_#?XVvNweX&)vBe9f49iN&W09^3w#+QEG*@j5#v;;Lmj3NprccQCwTo0WH~H zlas;h=?#&#cZ8ik6nP$_g2xt6^H{=It zdH-nqzW;X1G77f$EE&jG#B7}POxP*gj>`zHoICQ~>&zZj9at=yedav!da$BJ+-GK! zcbd$R)5zyshPAO<=N)8V7oe3C?h&zAnALYA>5e1cfkG)(O6-ST2aYw`NVeZ_1359F zrjj!a`=2EwZ^NguWRu!m!kz{Y!37jqqJG=K4DO0metn>7PQwfazArClJoIIgot5bJ zMK~a4n;?WvT-7YM&`D6$+Jj{YD6sQjD(6oWYOd^p0#Q}D zDedl$UN)B4Sm|eWL&fXKMe#bj%}7{3FfMcC5$3S2Ti&uQd=pWSZByUA?wPHxTAn3` z4nP44Hbh+|-9n<6_Wq@^h$A6fiPz|r3EO=Mt$`oDzSAfEyb6~6{O8ZVzP%I+Pth z6E&{z=3_V9U@FFU4rYp4Fe5{EdaR|OjSAvYgq(LJ+1hUDn{s3F429-0G!wD%)U->+ zyJr@|DL_^~8HdeT^6OEWrcQs24^o%aSPbp6@26W<)3G6c@hF!6glq7B1vRiO8OWSt zGmhdQIc4m0+1KIsBiVb)`l;Qz~9Lr*4$K z(KBQxx6Ps45tI(|=M{P8j@WCCfVK%M+{8BGi!jQtJ5MY12D7IVaKten&QmYDjdGe0 zu?%Hd>4dW;O9WRTAW8&|bRejhLCe@?L7x{B3bvc1Tc(d#)~eyXFr>}5vvLp{Yp2B@ z(2)se5(o08?tF>`7n2X?H7$gA&ZadL58^2GF>pRyoZLX|!ye=hRtrC2i?_xHjaFvn z(=ajNG5Fd+J$khA-25y}XZ%Y(2MZcg?pA5QI8UI;P&y3t-_2!hRNo%;ZF5lP~ zAizKj$6f}JfFV?0aa|g#vn2~B)4nls>1H^PmofXp?Xj2fXnie-0!=c9C(@?%E|Fo! zl8F!eD#7lPE_X*7^9Qq1#HhSdiBvqg@dMfl%hM@x`-YzArB;+L_(?49*M(y$Wz1qGCqMF-`oqQ_bo=TD7ZkwEWQ`*7o|422cdh$qme;+Eor5&Oy?5$)4Ms{6R-00A z2X$AR8!#RdR;g=n`ox$iF?QBp##WFxOqwIYUJ_Sn{QT3_8c65h7W@oyptBztPoSsCc$Gg=yMNMAf!OC1FWw5dTU@^){A0-o_DOb z7u2OMOcc~jl8zV!b+YnY6P%_^9ezCw^;;z@W`H7oafkMieK~CD zmm1~Tq#!>bIl?;vqhzDgX=A`)^bAa%R9mkvS2C(2G5;mJT_+Oo=PhwsL+jMv9xOQT zl=}wvCz96eG_elSvBxG00ur_Ko>oc*wb5Us3% zX3;IgrohGCReDX?`+`P2ey7I_*D?EH&4$YddTT7}qw>C#0WqA)Y&{=bZnz_-?9QFC zP;NLQCq7FB5pu(?&|~#C^z#KxzegJi0R?)lC>1NuiR>aKa{A6(46tMzZ|(jN9B;M^ zcIfwe9~^5{O{o@nr>s5lWHYBfPFYvRX?{Ga3iW(dPBJ@G+vkzz!cI4eIy`Y zH)rUK3=e5q>CrmT%F%BJvLAjH@rLb(fBhDooeIF3n|W`TT)xt*O0^<$hx`A3k4HS4 zo+r_S0A7n5I; z%ld_g_7?I28GXqt&EQ^79+!QMo}efu$Wj7+YFV-HI||6dIFFo*gSRGame;i_1x5fYCns;m*73#Z5_wF8iXKc%G#YlCgFCe3w@ zo*YrTr;z}aL}!?8rIS~WJfi2FZZ-V6XVO!B16E63QH8rcLd6xsYxnB$! ziL0N{CFzc&R(qDGGC(0gB5-bN(wF&fbbP2wcFGt{MZz1L5C|;K^$PU@dGg8Pg>e6N z4gwSx=+r<>=k9WUc7-5JY_4doo0*BQY6)m_r!}ifgj76=^`+#kS+#?v3Bo3~F=JcR zW3UJQ5s9~D?R+5dtmz|lSi04n$|^!x{a5qn=dW+rg#AX2N5Qn$XR@||qyNEjZ~6@6 zRB+imBsx8i%(D>1ju>#$`_8}nk<+IcrCGz3c_JM$#?%C@mRi@0FqZ6!AVSp3dU<-{vTWPim98m7+WfQ9e4=B=%>;^ zZLxRz)uzT=5C;Sg!q2*jI#=>u$IcvpH{Ztg=HQ#3PH7I}=_Hm^461YB+FY|q6Y3w{)KrGAk@x-QT=!3RfK~q5y~q+YlrG4vMV!ms}bQ7~nH!FKNIe^OR-)qx7c* z+<7-H;JMcYtP2W}ow*|Q(Po^COMzQDR)Oct=W9!<@N%qIMkf3=rVK%|CO`cKg4O-K zuDk83#%ppBq)xmSn_iswg`9x8I+10~ZiHbJL%qMGPK;6BuQ?4@-Lo~PmOal;mz|3d zw$44kjn0_A!?3dFTf&*EXbRyp*wO~y7BO>-q~B3?|5G7Vf?UEow?e+|S?fQKYO^m} zf{*WHd_B{0-b15e67T2p#Zw~D>U>+B!Mi+P`wiAl@G3zEmvA-B==)(Riuuv(wK90U z9*>+7$=RzHqLEGL8NfCbA=2}iVQ7|xatyyM{_G#U?U&mHTyEMDv(vxa+?}PhV;#Zr?m(s@ zClEqd)`S!2r^OKPy>qFfq3-NN$`{tA!GFNwKaK+p#kbbn={00zJ!y*w7d#0y^N@YzP zj+>J}a|eSy0yWUWgqI4`eGv0iNz^S5a`Hso2MUgAqHgoWw2+w#AXhq3Y~^4wt)4;H($^iM8*?LDXBF2 z6VF3j2tmh*6qx$_kPVi@2F<_08f^jilND*&)<8Z?7xSCUSUqc0u9btioM>ZJQL`8d z<99{>WR*ry8Cu#DeU6p-^GFIc#(h3`*?BYZEt{ZW*<>EHgK%WmkE;L}Qmk8;y>+Co zWP&A#+^%!sZAm~Um=9^Du9 zy0dtnJeGR&IeaX0^>ZpEbA9|+-VD_raoD|O3gvn#Ko_ZYA6D;?_WmV1p^E&Qe%r`% ztbUqm52r$)vg(a4hENKjnmIkFtS1azuq7ePWI0)MK=BLO6EYnEa(fy&qn%;ppqUlK zIgd@MN}B}F0$AZ}Anu%YM1YSLRCu)5M3Yu9ue+ZvzRTm-X8R z1qnktcqUEzBcn9{55Mc!P|e`!_&P&nTOX6nitG#i!6b^Xxd&wcxAh&t8i&KWw*xg> zmy}8Oc9vLY+%F}}J?68eWl4_?8;=bPf;pvgr~Kth3B};cGfxCuWK2R4+#PS5`Lh%j zlfz@5-q(X;TLB6E0_yRE*I)zL`kh7bvG{$N5&P8hqJu=-kqZ?~k>W(Q%t zF18+RM$PkOLAVddmW|ux0PN+D_1gc^Fx0rC9N|0}g)l`KqzxvU052F4EWtok6crmG zZEa}1zoW?qlfLbIQ5nxkoMN9Ph1v?@)v0!|FTOq#7lb!W!Ig|!nJ8Sq(8v3_EJwQC zyI|vdN}?D!N?_%RrIof@M~HJV`{-oqyA(*i$6vsN-DC2fw)6XGS`fUS z=2GZ4K?oPL!sSeG&_@2nOGM@f78PT#rp2_M2CUyZfS_e$$sPTxP01Sn5KI3CfHF$v znS_H0CS|&1E|^>q#i?K!zm@}&yGV(5u>vX*l%ka*)9q79vkP~k5`@~GoEv8#^7C&& z?4j{K8fmpYwE)|jB*p+&Oly&9)fuMUrX>$|TQX9l)gp0dDXA2O^0_${3vP^uOQk89 zHN#bJOWH7sCS-gQA>)osxphjTiqA&)fak(sD-1oGvP^rqnkbX9{sjPBMa3Gdu(=6# z`D_-xf9`|5lXIO7Rt!G&pu^r|?6$Km$-N^6ub-{$lRc8Hv=xy4&w%R$TiJ!B&)F(I z%B3px`+-DLC=v*ApyECWj({-A_3&nv@k955b#)EW8oc~?Ulg!A}I6BcnR(bJ%TFm)B_C|pJ%|%*3gP@ zaP_3gLMfVa;m#mns;Ea{pO3ha8Poal`Oa5w-*14ekHXfTJfpQ1Y1C!$D&d`fc>{ge zI&V%^`k>?AXtEwIE?~IcfnFe8W!RcD%Mtf8!r24#KH}%4L8ZFI`xci(!#9pZ4u^8W zUQ-iu`;W{1CALzbZ&F4VQH8l*Cu4h}bQUrf zX`aJ=Lwdo@BTkW&)7$>$8#v*or@p1#Yrx656sL#dv5taxbR#jxM|YCV3M;hPROuh4 z9q%e2s#(BnpQRnoG6AW!lTvBN#(ZCkp4`f9zE-V>3we?{Q5HaHa|Pwa8%aJt;YNj^ z8hv)MX-DyUne#+B@NQI)MqODoe!_gqJlcno1R$q-7>4qJVe(S$h1H@E9+=T3)$;lx zH@x@Q7XEF=>7+rztenHjksp` zZ)VD1^?B7e*?c9}kN**W1xBKBGPyyR7!Myb0w?T{YizHi#LpZA>#15f@F@*@|hs)XC~&*l)igZR&KLcM^1Oi z)uRLKD!8evgia*XyhK*Zqu6Bz$@2M>O}v(N4d{_D3_w7bJYm2(#gd zUW2>$-id81t_b2QZ>QkSjVFY_)4QR9+Qu^rAKvH)JkG!O_?gd5?^H;HLF=AU5?g&3 zUaSV|qTf&});0grv((GKQ8q`J%D2-n-(l^I8@@xx1{@d2{fde$Mu=6`#SjxP zm_>S<>&TVh%IWPW<43?sYZT2$&VC_WG873quj>iCoPUQb>cl}5FUKjf4;?2DvmM5DSK z;W3+~Kxb9^*62pOXLk2*pR*;Ry?T9@6%?Ue5cXZp>l}h+LsMM6%+q zj0)u+E%S>~wk>3kL7Z}Qw=*XJF}2?wf(3z;L6-7_zl65oy3@>(Z6gV z@>xD#b!ui#kO!;NE|Wp3q7NXd+5Ywa`LPkCWAOhyjO8tzO#`I%+V0q0BK28!)~Ntl zEWo)hCh9Z}eky+Wiq~c!A*aF#zZFD{DK;WQ5#Ma)k;MZYO((w z4`^iNz`2K&347ND7I;ynYszdncWN!;`(2%|B6P59QaJI@X^2=5&!}I1zlObH3b|X` zrscmx+C7une@Gs9y^E7N6Q0&6e@FAxU7&pHNueA&0lyY2ieif0;rp8$Z#LC-6|wi* zlZVuf3pO6+Www1VXn92L$D)unp2>olIA&>}?lqZY#PZI~U>1r#+DGsZ3C|%e5NO>n zjy7ol8%YXg%!maA3z)wLUz3?G+U~ZZgoHnzDZbeD-)?_`pwvCK>&$@GyMX@B+}edI>0k~__eRnc#L zX=C#LUJr<13{=fja;fs(1)aeNg~$kliqUG@vqP=a$_{jN`H1q2hQ4(woFxRVEfxl%P{TF*6Tv2<`;)Fhv| z;mVesEO1VI4^eIbBNnV=0H3DT&$X<;$in~g&q~8*{bhW%(&JOMbzL%nO2zVdxsrB# z+fOxri7DPVtu}P?D^uE0uC6BHV}K&PnFnoVWM7#tBD8svOxf4z`73)GE$F}7~FntLq<-}_+~+`&W8 zic_MsU23xG)diweU{FUM!MZfj5T@ktRccNCF1C0V>L~mBcQ<^0e!Dm?d5~mqY1r4l zR);bOoi1_1< zIvzd_6B@t+-fS6RyAbQ2w{4ge{#XVai)yo%VT15)?tBXcxNf@^VcsNXx!IMQML6BU zpTC>Vd^s^N1M*a%s+J;q>|Jq=ysos7dC<#$|)+uoM>3PG)o&k zqKU+5FQhd42cks zq66(pk(BB#lGEQDzgoe`{E&v?GSp+Gx1scOL_`HYwIXm`2%>+1hvj`r5~9{A-8QKj zfZ^67+dyKqL}CG@XCDf0IUz1U>!x^3taN1SERunvc3E+Dltu_fx0=W+Sf%ZE>$PuQ z5e_3YQj~;8?K7gea1}EJY#Uu(V2qfI$pzF*F_gkT8g9(Lqk6C$b`W~K7S6~Z{)rUV z!d;(Hl{urbq^_gI%%A>Ywm#R6L9XR2w-<;1cvRZ;Kt3LkYVq$+uc^@7@Xcb#;+Jz~ z(0QoT6Q4~NhI=IUj+0=qq5K}kF1x@9;1X<#hb;qhYZ8Ym!J?j=fnddSMF))acw!5} zihzS{<38fRGObGO(GsVX&hjRS1ljE98n(0l_xuIJLH&=Xl7>if@2`p~n}45764zjkk7^4mRu`4)q$hiJww4^c!Lu4Z=FW3#JXn_L zc*>1C#F@}YTl3;+adzD>vmpw+K7#nmq4h^7|4PBio(upBWaaAoJ0`-nvmkb_{5+Vb z3W&3xRmv96j9|BCpUH^b;C0%%t=FwZ;ONLNSRXAkm@A;N0%fOaN!vPhkzp-qyVB4^ zKij56i?o$tUhqG`Ys>|%8yAEk$tu%p2mpiVU^d?wmZC^tq|OR)gzoZ`NNJyV0w{qa zrp&rsM)#bjzBYNE5I=LC<1_X5_%ri)gm|lGUB9O0Nhk*z^PUwB2Ov&mO?|4BfI2f5 z^}8zv+EfT*Xqk9T+;88YgZUTJRdBjY5(v;rXYUNJg%{`aTq~d@S;>y2LR(*gduAo$ zVJJ^!h>>WZv9YEzI5skfnSqHE`&By|)ZFM4;8bf?{Z|6BOc~E=?GBQfZa@k)TCJ_y6+}R!ch=YeP0m=)G-M`2ka+nBAv22Y#0RaG zGt+pFElfp+3)9TRiUi18QZ4S1uTkMiK!?nx_!=eW1I%*u$Hese7JzZTW@>@p@-JGH zFk%%9b!D#Z;eAGkJGfK+WhlJRdnae6sqk5(MmcR9RJuB<n+ruMq6p2%w_rG{8&0=$qVXXH-z{ZYU#4*Dv+^I3dnlDa;a;fq zp1B8RWT$G*kTr)|8-a}EX>L8DA-0l=Zvm5l{6E~iS(5C?v26RlN0AeN2mnW0^B>rI zwKD^-PSwm2k>t6Q5*GQ%KmzX8s4hh_)Pe*=0lw8oGG!7Fy`CGyl1@LHQ(FfxX~vQ! z%#$$724p2kbsrur<00p4T^m=Vt#2~Ktwv@(ByZfQroP>D%YxYV^*)z$E!p6x2^x`` zwm-Xhi#JSH@GH7!wkOmP7y=s|D}xm5YyNkIO|yXDWE`~t>$4G;Xiva2WMe0VFk{T+ z@sbC>(mrhTZBUXT3Qqwn8LAtUsl9}e{G=MnI(Za4E@^#^$e$kZ&Z+6+H=# z*xjmI+p9Dm?*d)Btl|Wodzv9N`HSw@7U#+2NjoO$c#rZ1Lnb7GmG5EC`m!QmUU`^4 zh#;cr_O()Kr&_pH!(A-gyU&-hS4*$pY^&rMEV$6-gW}#od(mT#?e%JGF^#QGpPHE{ zT}mdK3kON=$a1rx?#Nxw%ZcELFfqL=gNuAN=cSMfD}!A9wV70>-^JoTRJ2C@7Ha^EeWc`nr-C~G2JP21)9OE zJ7c6RC!6Kt;h$a0iWHU%-R94bR;b{qs_y4=`46Gn=EP2D9M~8(%kLj#Nv{)CH%8}X zp|fFtmw6stH_!MoL*;tR^iwi30aT|TH4N>3pcS20DEcMgr|ccXZkCpXcr$j;vE^q=wRFx2QD?ZTlM@qY(z;;iQNX z;G|9M{*k0Hk~-}T%}uOH=qS$=QIkw4yYECtNXvs6zHXgM8bnDcxR)U{h)A1F-sV*H zDj#GrX~Dz-N<4mn6jHN>sMP)~BO-*TW;~u|WSuEvA^4gOg-eQh-yXhQZvTx9B!AwK zEa%%;{X6vT-|t0O-#1^#N>yq|0y&+Xj{9yal{|`b@=`-?!_`Dtb<^bS-XUWloAb>P zs;=yS8@1uCn62x*bc5h2_ zt*J~x`%GQPjf)d67;)V(S$N-$5xdd=a6S?yXg;gGkUeYqV*s2&&9Q9&LzPH;)#4lg z5ly4zyamhh68VZuM%9v=6Fs6%1vYPquk8N$Pc^$E)_7MXm|=)@IAJuRvP;{Icl-2Y-*UCpR5Bm6~anC3Y)S3x;>LZjL+uG!r#%po~6zv*UFdy>@W9}I33`O zIUSlUnPquHytd-v^IKBZ#J9581C-MXx9t5nosuMqXe#-c-&uNgFbvgt>sFJ^PGK}r zS=Ea5WT>}AzA_UG;nC-7&thx#vsS7uGK;MrMp=dUEqj~rWJTdsy-d`Kk7mb{SMRDS zXmB>?F8V282PR80`0qLs9ouM<3QaznqX2Q^J}Xj=#6$W%vj{(fy;&r6JbMEoO7=<@ zJ6`y2Uyk;8m4HNiyy>bgCgP$0kKNrHD zF@fAlln$H=jsg`>9Jmw0ho6gZCk|6!#OpAdAt&C>PFQt*gens=Or0?pz|2gh0LYyg znY~*C=SljtO(~&icCJnHXh;mvsr>*UH6rYDIGqU$k_!Bxm`|lo5p#r?#}UR6SLP#A zHdNcAS0l{Q1cyWrKHDs)?4!}5C(fgqJ0qz=dmHZw%r2Oe@A}{m0ZJpYxYdpZ8*ZzsFhSO-Sz0F$bVXA1aCi-6( z&D-HMGs$-d2}!vsww);=dcI$rY>QLO!uumrVP4ad0yA?f%$1N{4LR}N0cMh21!g(r z&`eF_339G|N??*#j5tLz7G?2bt$yNEn3_j1?Alu4?@i!?o%o!s#UCeyeb27BgUL^@ zDJGz*G&yyGf`k_(K^ka+e*#Hgia1{)wC3y93f4IuoZt^)flT138rKTFl`u7{4iafk z*B7D3!u;mB7NQ3Qof(ZrfxG){taRS`*w5NspKR%{wRc0_3~1CKB|m|i-Lv{OO?9q` zf}y$wL;%$ABJHyMiF{6}NrU6G5!Z3yx5J-}i7F-A@ujvJ@8vrM2kH1VJE|g6qhWdx z3^U`O)*Ou)5ta3EEPUZE4q^DiafsA!MKgi682g~z+AIbWOq~oI}BcgsvXwpiGMI;h%@zWXCnpfrAOP+BP>*?Pd zooH~hT6d-EvookZSTZQOOy+31*4*7XDTFGDKG zg=cV^my>|0CT7ZBNE5mDpvikZ7)NZz`KmEqlk*1nGoizw9KjH2CvsSA)c#KTB!Odr z(gn0ogH0t%Q$7@gP{cD>Lhr4yWA?0ef4h$ZBkAZH*aAYhr8rf{SjCRFvu zG>wX{Iy|&-a)ZeyJe;gVn=EjmW-vil?5H?cbA)eZGokW&uQV14+qxNhZ^F`*fa0F4 z_u7}lzjyNQD;~82enj!OS>G)22oXbyi^PSg<0{s48>i9>nH0r!7D0da=Cy=k*U%qr z=zFa`m)6dkL3r6z<|@)I_Og&Xt0SEfR5G93b$o9x5aA|~-&kdIDns_J;ZvO^u%O?AoWS6Ps8~HKYJn|*TgQ|5IOl5Y0nCk828(zy z+fyUTUS=#Tnk;Z(1$xJ;$7{!X7E5?B46t9wWzI?vgb!+WpY*iiaoYO`!VTuIq|oaS z84zMyCBBB=E>ReX((93hL+@P@UL=9WSzjCKDy=uS2mZm6Q(1+#=t2X_4>0*S+z-YT zM$*Cl5vJ;{4#o&o>@?TR$`SSxYqXC zd>qt?ha(2PDbn8^>LZcs{WznGDD6ZEap~%8@bq^>7FGqaEIR*aGR!cE7z6d4&lxUs zEzH5k0!F8c4kNF;k*-(upHvr#Te@x@CVv5feRBoGi@1>41gm-lhE$ADg6lqiwr_6N z3qDz}?1sBfADO##5~(+48_cch>&v3Oy`$%GkQi4ppR`(jMu{P)6uxj>wE>EN9YPI% zhXhbb7ae_!9jHwoUmUILB7v4ph8^m|lEt~J6OZ9b`x`@6gP`Mt@*MQY!Ei9HR zxHS%XI8nZ77SGqLB`}Y}^~>e3zz7cqnWp^l6kN0+p<{=wAQ64KJ>>S{2kLUNJ^X$; zMI1;pfhcVcuda0J>A!XwTUfbT(h_ZrcC4Wfdj;r%@cGbTH)o^-+f@je@(+l-H(gMn zl#zm17e$h6byM=Fd^5q@})?e2%@B3_iS%L=Lw7JLl z1%2#zUAE%)tUh);wc9?39oGt;W=#pPATXqZZY~)E$!ZCqJRJ-fkb!?Ng)6uw;uvfo zz4A_OQHYyyK{c=pSTSZPB!KwzVB_MSqcv(F*$sI3|K2C`;PIzEXPef)KmPi`35UO8 zIw&X$N-xA)v%tTDA=2Dd+PCWfO~GOlR+;k-1$DNCkEi0Bjj?<`ZCim=h+W(RD#GmG5{k$pW>++r1$-ZAnU!VztDJ$FP~?f6om7+e8+ZIR5rGpxM6>Nh0v zdQj?wMR0RhP-@QXn1qpds08b#X4xjjfMd@$;z9Lu0XM!!J?!rFKv5{2m~+_XBrLw( zluI9l@`9_R*G^su)P10`UFBU44)NIurC%`RbIYe5_DPwZ-ow?NLFw4*wmnaJjKz;-%lV^yUPzH)UZzP+t1@j!$I(* zhv}=uXKQ7)Cg%n9Ot(Ga@fp2)QS44~Fqf`aH!B>GL#2DWc@5Vjq|xLCO+NzX{Iy6u z_cFe1{`bvL7YWeGJU5HT&&9y%PjEEU5f&?y4-s%wf~WUjRJd#<%L=lVV6CV`L-0BJdg<1cc~-7jFc(MuHz3w7HA8#-TBe$vpl~%ZTL=U zyN{95-ZRe45nkDL0gN)-1(#95dBWe&;PVM`4anThOx(iA`s;j=kAoEQvM?i$ zAirSFKd-WVm{9Zm zy=8|e&qKTolFs;^r3K;1M(yv-Gqe~d-kD-O-Y^Ur;pow(cYSCO*)Xh9a$hY;%XIum zXlDS~9-bxDsEwMcj%^S zM9Dpg9Gp_&b<_m?)91{~e$DH9`ZvkZR7e!`a)+?GMQGdoC4cxoCtiMO?dA?vl6f|j&*jJfgiC2L zqmGcR_Q0mNNy#42>*36*EGZQ1{MO+S%6>s}ezag;LA+SXNZzphP?qk&yE7H|JDU!X zLa$6XKSNb)CCbnMD^V3&Yi(5-dsiw&ID}WCJ?2BSh{lfuXeWU1v&tk}!?erB+!cCx z#2K;dK$**8--^=rS>ojb!@zwj-_rOv24>C@hDlyMg_{PC=*&(P1ore}fVqA#Nn4Sg z2ldDW{8OpN)qAZ#CDzeL42K_4t1D`LDmQ`d^IFBYW+euz=0e4aaMOZ1{^x^PGfi)@ zqN;r{O=kolkpx-pE>uQR)Je>dq;oAZUnK|l@oK`R*1x^*=7_HfNke9OKC)Bvg;o4if>(*uAp@J^ha$%GX-nFp$WkcRgNbjEJi@dkShA$_-wAlhnS zmIf4g6|HG*#hHQN(ybon&wD%C|NnmsA(c6=D$Hm=V)(R>f5YGkCu_CR6^X*HJ#ULt zc~P6Q)iyazd$N2&4(VgL>Z6h}teSs36O=8)O0-6pewX!Z=8{rD=wZ#1J}VLtd-^MrNveWVHN6sJ)!o6XAq zF@D(qNBc;2S9X|prUAe`QHY#CP()1NQ%%~P8}PC<_%$-L_}w5d!(6>v6bHkZyWw_f zaeD@XXb!W0m(ECxR}DsHfB^WHj{r$9qo*>3NONC=h2m`^W)H>Nd&$g; zNQ%(_6@G$6YYH_)>KP$?z-P)coje4p+W8ClcREAOX7HuVItkIJ zjZu@>+rH6hpBZuH8eig_DT;jwe0BmshBF{qr_<%##o(sqvN)J&M&C=OXYJYJvL$Xf zNgL^HvjJ$}o@&qXupSlE<0Xj)-A4!v7^6kZg(OgvlbBjp4p+Cti8x$cY5U7-S#DUtV2^T#1^~` zJ55XWuR}!*?{!0`Cg&YgF+}tbafWmj4lt@s_}B??wrI^6Q@;zt_tKcTGGtGbWtK|( zt+Zp)5+0br=K;PJt4vFZnkoNQm{+0*kH8TLN||Y4B8;Or;_b|{jL|9E>unA{idq=F z(Mwq(nn^ndfmz|x30GG|BihmrYl^6}_tQvF=R`@P%n(1V47*;?PX>2*tgIeIuh+WPs-3iA2WS zp5`akWX&S3_{9$B%5Fle_>U$ysYlcWc@A!)d}gmQYF#(HsW&Fv-x%q{4ATJZj1@yJwBaJG#KPa_Hh_2{GyWpMeQC8m4TKhUT%)~voQP3 z0JSs4@ORm}O0R=0ybh4aW4c$q)*Z2&3aLZ<{B(+9BM_U4V~5zT!OEE#x%vUT%!uwt z3ATb|ua5^2#+U%eR)~!4t zL-IS{#-tN66scNyJUeWD-^)$B9?vYus?x0~^%E5|z>%4FD;>@%ViTLoO!SBCglQWf zYyd4l(!XLVXq-nygctag^~0p-%4p8w`(g^s@sk@j zpVnV=-%7>eji8%bxp?~^k3@`3=8j<_nLby1B~yRecRfq5G<&Q`TyK+Nh16mM;vThO zTxq>%mW_^~XIi|38>|JU)83|uu!7amM!tYuT@CB?X}rM;|L#)PoK9KokB*90C75Xf zj#!!;hM9?VQBghLy)r8b?Go>d6V-MGm&2k+z!snn;Zosk$nQNG9QLEzVm43T)=^~$JOGY(+iCP{$TadfpZocw-z)aBoly#_3%ivW|08YnTHH$ z#U3V9X--iorUy!)dNol5jGZXBJ(v%Sa`+zGkggBOKa_e)$EmEFJ9V)QNqKqYQ>bcH zUju;kOS#YPHdmbZm9Ry&uCeyn*$s z0adTxZxRyC{SgmKHwSwkU*A9%J;fi8C>*51O_{S>V+EvU^9p>7n<5Hx8ksUjNhu}^ zgj}TN{=}T_J9&wOq7W-;cPPsEZ906+IQaW1d=_W$Utm-J5tGiWvU%sIx z9)4tE`gx?qljL3|{*DyyxOXGzn9GB>p`K~e_qxmDPWEg1{op5sJvld=tb{~`_)E%P zl45mT4))tYeKmuhP+LR zs4ZJ!$W_mTZ<2N#mwFVu|Dym5&s8A^AC{&=W3krn(t`Z-Xx!sK#u57wboXfi%S7LB+3E0JZ$!lLbs4B7F|jqe*?a&3$7GkyF9_^5jsl)Gew?3oEK zO=dZfuy+Iw9WKiK7E2ZLREk@AIv}o2y+Y|BIbB!2ZApRCN)U8o|GwWAH1UZTRei#r z1xR$moY1{Msxq@;x}B60;`t^W*0T-Y0i;f@*PkMKY`DPZ`xMghwRhM{I%-*VItsGO zV;`@~$2Bs{9j~)e20I>jb}`?6;&5mobO^((Ft)*KdkoY<5jY&HMX)B^R~=#+LXi5F zuF9r_EpPsif7c_g0xCqyZyDLNVM6kQ;RcHN4DU=HWY|(dfhxWKs3GqyI@V9;bdWJw zRdURh9Pb_)-w~3dee}SJ0sA<`5j#|l>l>-VUgfv3V9hX6>4aX;-ni@~Qt6a1uj;e- zGl@9$7IC0|z6X8y$1+cJ|D|~)B(L)OHF(B=KH{NwJts@LhxHY3&%uA*3>oHG-=K2( zZ)Nz+=M_fXCS!k^ej5OELcShUzg7q{jr(smrU_)gdk?&IsR5Adg8Cy$dKI;^C#NTZ z-&bEzopX|F<@Fr;hu?#$8{KxOl3Vkje17w5NkRLQTbn(G>kl`SBK&?r zSuDaq=K>5L6IQ%iK86qtK#K4*blRR&WEoxan{O>dAsoGhi%8%i_ zl&#%`u51tIpJzd}LU6f-dJY*&lfk*9ipJm%C>&l+g1y}sT?TV zXKZc{h^E7RqG)yp&#(;F*3+G*c1r>Is#*%Z{GM8-nj(?g6hi1pc@m@|m4=}^PN^g^ zr<6f>JQc^%d1y5g36&=IKVyOdGH1mD0rlZ(k+YECaDs98)Fb&pEYs;OT8mOyuUqhB zg79h$4~$eN8+OBfUlKYFN+6^&&i4p1w9VyF3eH9egv*Q1fr8WDH|D&_FHv%^*1u|$ zT$irc-;);YMDJ6{{|zxOXVGEbd{{OKfI$aG_`)pU?0D?F2)D2N{VCqEv4lfgAuHyt zH0C7iX1Eh@jXFFOF}H%;hPtgQdo1l<*sII;QWAOxakQ;hZmvUZrsBGbZyc9siuxu} zj`Ok=mg1izI?F$b)C9S}L1OSI4yqkB)x}&qN5cs0@h2x-4m|dl`%E;X5?#7P$v^1u z4BIq9LPCg=u+(z1pt&M0o z@QJHu{ajEhU&mnen*tjh(c2M@xzg0IgM^_+fKqjW-0Jf!*PXZ0>jHzJKtHeKZz+1R z{rX)i>>D>W>_%oIxoFkoN5r&5_~lnLM`utcVyTNah=J5^MZ}A6WJ%(PY-BED|L%l( zA%ZPgnez`WtwtQVmP~{&xKvI|n_F1v{w|C^^5UrlU>fBvrnx96&j_D;e4ii;nr)ZTJGNZC?7UPW5p>dZw(fV`)+^_0rOA??B|p)@63bh)|$IgIvX;u$I*5 zUHL!XdlyML)mfhYvpM=f1fiK41^8Ugg@{+wo+mMjBtf&>DY8(h3}j>u7Y z>a@yw@Bn#59zBj+T;zgrWx{Da-t^Vx#NvmwhwL%~jk}NQ3?^wifI?4SCe&u_nku58 z4zF|AdaU|ODHzyWNPEN|M7t@|OQH-hM-(R!V!a6+2PE*vODlx`L0X|BYIe?qK7UQ3 zXA#c;RnK+0!-JsYBVhX`&x8Qg<|rb0t%O7cA+OVA%Dx|razKR%w+nU~uPo0aR7KoE z@HOIgrZNbL?$jgs20xcqr1KdJH~ zpdLqp)g;-5ThWg!#e;;2`}37su}jSTJ#vlcpvDJ@bKGCVwKL3EjHRrS#w!xSz?80iB4KV$Hb~6<03fV9^jgVqN6U`C(nF9F&ioh9i?? z-Xd84nNPcylw8RatH-MK04(jk z;z^LlkB6UH14<);?a5f69Mut2X9hKYG1UhNX58cgRIWbL#nlRqQIzK5i3RBQ7wL?F z=1l6%&g&0<|L&WdA?iZ$m5}==1tk0$vcnz%`oAE_CG+UP%C?cx>DBWte5HP zZVOp!JZSCS@XCvXmZYnLuSpL)Sx&7{D#bfxCQ|gt!1Eia`Vu?b- z$?6i-pqslz5dDBmfV|Cnd#vl$jyh(o<0!hdJS8KHu>}Zr`8PxO`iF~hIdiL!uh$zq zN!fhFzB;{Qk+jdPoUFy(ww}dc3F1HXNlnsPzkyq{fH0U#KV3be{buL~!1e_f>YO2h`Rgj$5^e&ERQ^y7PA!6bx;TIJ{P`|sEP;_6!Q6-i z7V<25A`+-SlF$w>cjH#57EJ3a$c-@S0|`7Q&;V47zFzDpFdGSdL_m#N#Ik=Y4EM*a z_c$+T1KXVGslaBfZgcDkaO|@v89~X`BP9tdxlj3%jG%;YWOH@r_@#2}GjXTUM3aQz z$C~I=#JPd}-q}NHzjUqs(#5gA$-*;r4B&Q9X-dqt^8tR_;du~GbNVAC0Y>4=)|_U? zi4aa?jHaVaZ*tRBs7?hHcs@zX*O|)v{XD|5VuycUu2>8OnO(A&U4s|FiIP%JaO_N9HB6AO1F$nl< z(#{vSvLbIhQB8Pzd}aBYLW@mYu5S0j!AU9KGf>?8%#_A2sZXo%I8j6hQu(H{+TvqD zpHj-~ZI45#25AN*h&UcfW!@A$Kluy<4nY;m5I9wg%y+Q#n5V{ML{g~zCI>7!T2UZ~ zd=@|{(F8WH3Ev`Ca1U45<5A%{X~~W9iwfLDBFfBF09QHL+&p7biJ4S7GQI1*IZnEAr|?x|3qY zI1J>iX<6SEv^PFQCW|~UrQLBO^dSjS;NbKGm4uDW`HMo6Z!088$TQcotc(JU$j>@a zfz6^NU}V7K*P@agz{wK5cE#GTq=O%?f)!eVliYI5_0Lnf(#ldxNnM9UkZ>0wFU(C% z77pWWtI6p3TNd`%qD<)(zZ6FyO}YXVO%VBxCMu)=Qw+zC^2Ga>Q3)#%eHn&NO&&!k z1pwpp4A(Qts3yP71;vQ9!~0?+Tr7AP0LaXJ(*?n(?l%P>`ucI=nv_(XnY_P6G+9$} zH5bE&D3ApNq|H|Yf9pGBZq$K8KkSF=W(=W^=^lwd4?-Mys0bqFelI?ZgKwKjT9Uo# zUz&{C76f5rTf{a9_p2377hljX7&QHkhu>jSEOpwm%!ECtY(M3jXq3Vix=v@O#tda0 z*Zc7RCsP(=nr}wHWbAvBcCc;$nk*80Y6wD_x%UUg*!iP`Sq-Csuq&ao*F6}O8=sWX z{}}Z)!cZSTr|U>%YV)>bLCAqZH=KaWF|QbblZ_Jc4j^>|f`F^jg*ym=Ln~$uNv7Qr&4%T% zaZ=kHk4PqG>r&jF9GB=v5{IOzaFf?e#y3zL``uZj=2{?($CT}u8v9Ay@*rBV%qT@$ z_4okkbwF^Fxix1-`CC6d4mbYk|MTIu9t zSxSEW-Yi{+-!ktDckQbc(_Nj%)#@2dc5qB)Vqc*2_E-b$M?VPvt&lp<^^N zR~aUcm+G&$4dR(%_lEG10i%6M?S`CXB;LR&B26Q8!c}b*cV;Pj-1~PBeq4ZZ>kdH? z1?!CmKGYL|EW^~(kN6JGSaKgciyf@tk5mOoa)O?z{p8uPd_wJaxP+u%ZC%GpxuR20 zLXs!e`ze^^5u4CqqC;K4bI|o6M<#o==cqspa>!*r3G+Spc%V(AkiBDgjgrF*EPG}6 zEZm_mYVaKd+< z{K@%>oV@u7gBX7V^UWiExa3-*)YW2yM0wAZE4-IVNDoyV%3bhvGp_ulk(B~^78Pq< zG3{%4^xmvFBN7=BeQ@=CWGcx`DZF`nMF@IDrZ=n3SXi+D8qWfnRrw)$%xn^qIraWfanz6Lekfuy2ub0OS_a4GtiSDJ4DOc>phEZk`;D+ z8c9ByHEOaqDk<3m)cd^xgFB8?YQs@Yr_KcEU2W`z?M90h90m9;^LdZ%%Be+6ZUwdC zRfYPC7!+Q2|LLz49!un8Y1we@PDXgL_9NLLVI#U`qq(CHCGsG~tA@a{Jcv8rY{o&} zGmhVBRNPsK^KRLg4v{fZStoHp;CQp~vi*06nM;fHUFlI77|c z7mfH-3c6PU6-ChzzGmf1GElQ7aaM0gU!#E0QNsVxD(F*Q%y*cYts^W@Es&0x*tvRc>IJHL5%ZTP^dq6W*!z+AY&lIb-qLDT zt(m$+^+ryQ<|150U(wIgXca8?3=fSzW=7^u40ukMzwQ4*oM`Y)h|!Q3mf7uc{ZK_G zhp*uqX!ZU+sB^+_a2_^I?*8SiSrCd;x;UNRZ>BBx`$g%=N&g zGb&4QTB6NaMR^ivNsW%uv$mw(%C4;2sb<+j4~%O4(V8qVU;;kR_B>gm{7A%Dpy$g8 zW2+KU_1rlmLEGH=kmLbM^uC9h6O%_C=#V)qM@CNB6-Oq@CKs^(5`b!0aG-q^5{;MS`hzGqev+7H19V zR%#fVb+$(#EPHApCx)dgib3njOqAbI>gC#hEi+N#XRMG80cetbHyj}?`29F* zEl;YcJCvG^em+uJHr?7X*73F|Ji}M=;Y36t|B+oOEJjfKUl#*VwGo&xTTS)Q17#X} zlt+9Pf&_Pa24%`;A=w;c(ov$29l1JcWQvT84u{~AFc-;zQ+LMbGa%V_86)!5vs~cR zTXMInkHK3n{A}H5?c`_R)0p;hq5(lL^+pc$T&-80w=C3WuE6!BSTSt%*$io}*}6FM zPL%O*WryOtdq(i4F6*ku;8Br|*Ac(1>pfBB`Ft-eqwEVlH}-3Pq)(nfC+DLu=0~E4 z6>Kb@gkuc1R3>J6eLs}&>hQ`3q^Ju==l=Jn=Eh5Z8IqfNn2+O^Zr6YfI)TdaaF88` z5g*x1y+Bk5<#zTibq!lac@yWR=NxuZHZ1SZpg|u)Wfx$ErZh}shE52G_Uybsm<_aS zQtEBwAYRT-&QGre3Ab`r3mZE7q_jVCI88`hW_b#+(EY%i?#SN(Lu86{IMca$-8;xJ z4-3#-qZ&z;h15al9a4{zEJT+oPB;{|C;RJ#mZO?lUMs;ulUKWI3KIbm;Df_*YjGUm zup(V(*kd@_@gCr%21>1jr$*x3Q`F~!T+>Qi(MM9<3u7?(e13af`B*3=N9!6CXh!Ol zaxA=FHixxeoib>3T$*|kiXzgu#6H6q8SmlN6;AyixDTBg`x}kPRETunwNviEIGTqY z+<31Uf?Y%S-Q>y_sc)zxPQ9`0FM(Ku?xE@9bQNWJhIu>7*{~m!KM)e$GrlNO_*(*= z?P1}*wz+G@)E%J>CS1*uu^;ex{2UiybUT{&umE>;V6Kun@&r{Mv6{N^^hYhb;ImQ~ zLMwO4QtInjrT@N?(0!_i5S6HmHU#{zAgAaetWr41z$^&#mTlCfMja4n-->rmj`~ZI zG6K!}5OTcg0V#Jlioq8x`o$0!>)4=M352a@lBY>z4fHKxr2X>rP?6KI$N*B5=FV8x z@111msQG?Q&n{n2LEBl5Ob&#*``nvI`_Cm}XVN;~@t#>)`hb|kPH@|EEILi42+VGMOIjEC8iA_e4C!=r?7Dbi4QL!P?W&3?mrF1lO zi7NHws&|gz45;Xal1~IIV%3}B$6q1iq=KlP&7r_XJ#sV}5^YM!jl5Pz?kArDa)PM3 z$F2R50dHzaLF4TuoUQXGRLXU!H;f9|JAYbXYK-W!h?;j+l3*Eebrcm3vD{Fp~mEM#KJsEcvE zl$V>vS`;!&iuU^IBeO(S%BYog@4H(p0X7;EkBSXKqm+Vo01hWeN~!RM)3fu`9otb7 zFVGVFj~brK|8aja3MRTxqu~Db=x2_y3AqW|i@wN=wAjPl4@dDMy&Ujv=~H&%NO8>J zYPLT4daMC-()?-?!u&NMIRlfoplJtBZ(O4RdapIGE@MF7QO5kZ)KEo{AfZf=aBaX~ z4IDqD{@~o877a{Wt^SB<2F(Vm#5dD~6NQ(oa<2r^8x^IIP#(1lX)PYVQ<6|5CqpeR z&CXzG*io_Q%22J8yCcXCd>JxxLzv)i?#%zg$z;Q)~BtB-I(3K%?P#S zJWW-pVLE%Gvh@Qh*X@w;aOF9Xs!#6im~-I^e?5kaOCF3AFKsf}SG6p|+?*?f!B!#k zo!GXIASmP+$>-x|(arwb##zDYESxG9gF3b-t7E6B?iIL2h>cx4xQ?echcS#l9}@Xu z{e$D7(?-tTQoGukVj^?+N#>O&gbOl)uPHIRAr}jc{qhN-55Q6jrA%Kv-0Fdrn;Mg? z&Lg#h`TK9sxVjeLT$+00$r?51i=nD*Yd*&($9r$K-g4t1r0KR=kqtom9;~;-5a4?O zSdf>6*hrc4Azln;azG~$g= zf;w@A@Q(L7OuUk=y}pPFGx_Rxy>#x^Q_QcPW{7f<-*N*9j2|~sbv~|V#>-rod9Ayhu}l^3kEN^o z3q^nYa@qbG8vQJ|HwR_k$i4f3m$T@r_DxKV92CkE(@ZyF=P`2~d$h+u0rXX9BN00I zO#AO|!1r$Q&tECPJ>p^kp;BE0`n&Lam7>|~$JZKblw}?Y8WxO6#)F@qw_~m4m%Ah! z6j?s1$nwk8l2Zrw$PeXLlL(&We|?y6UvYP&8Le#WmDS{fP%TfHgU%$Zc?TWY*>5ra zC4i}uE%mIC>I$YlCIKDe9~}`Dr?{9gdF5`vJm_Td7dpRs^A~iM%fIhMs}Irbu*-n; z!l^}Ye%239|785!0-u(pYw{f*rC!Q9LehFI>rs47xI1XTw6M?&G5LACZqd?$-WV7n zy;tKAF26_&>(X(Anx|EJS(eP=^Cmt1Iv;1YRC^y_VJ?yf$xp9+Tk@5pTQ{N$jBb$e z6@0BPkSugBkW8YeA8?8W;|sKGOHa`$dRvHszf~cnq4nC&b>6gIZxOWBj54I6!Fa6^ zt@3nx>D@0+HWQR4qHKdDJzEQeV;tFngg@UOq!aE)W)Ne$P;lptrC>*yVKH9b+PRBW zPzs7qwSi%@Z&Y!_O36wB1q=#9AIf|!0p43a)`P-C-tR-9nA_GT+?y`{kJohQ-Mw)h zZ$(4;8WH#^xvnG*Yl$$f=xBAzg<3Xp6vb%2rx(J(WkUzZ+XwN#=@GNk9!~mX3h1@$ zkvNyOmDJfrmxM6X2Y~7Bnvh?^(*}tfrfzuQnDMI7h-X`M;9eXZT<$E*LR_O-VNh9(xq5?vp~Q#l-Az;lr$_iz#40ursDTDsvlC-X>P)qY9FTk$r)H!`=P<^M$0Y22Yp(l=@8AFN$m$IQ zBT9Aj7I}XkfSn2Nx@CX?-F>b`#&`oaPchlsomT4;5{tw{|NV3}fZ+Vt_0yn&Ym{BN z)f^ON!s+-gd`77tVJ;wD)`B3pk(tNQtRsbEH zNc11IJu%X z)6VZ!fL-b@Eh#5^f+<=uk#b~qB|T4U2_e|Ua^$UT!T2*Wika~rtnU{`lmCr;4hiuj zWO-~v@N;2V-dDw>Aq~neC)Yp&6|5zZdh~EdNTp5-bfXgi5&8&T(de)Q-XtjQQcaUA zV&Y+{_cb!9B~KxC?Tq+FUPTy+@!lxxIc@X8xoRc7`;53(fCp~tb@wq`rZvg>nxf&* z1|tGdvX#C>?!WwoE6iR0&G%TW;aO+lshEcV8p!osE~xMPeZ;kITK(V$$9X;JLHu9; zL7ygsa8z7>Mll=T_0#u*0BVfD2TrB)Nf3e;#X7-o7n3yzLtMd$c(_JP9*1=%>qm%* z5k{e}Q_UWi+(AjO$wXjkML7p+2z#<(3P*6b9x#no zp(gyZ3D221vt%H4O)Zb*j#3oM=F6P%7n7%Rcw=h7@uB1|56-(p2-3DRxPNHCY~5TyR`^>$N{m!AQKu>sb|srv0f3u!o;&6ooE?0?6Wp zU0Y0f(vfieQD|nS@!(}?Vyy8v`|O%;^rvmK*RW$!Y4m(p>4WG)OkRvv5U@P%h!W$T|dRI)UJt9V}ac!iiI7iQG6lFB3e*G_$c2cETZ;tmF zAU9awO5|LjvJHJGq1kV)qiA$iu^EN(Yvzi&PxFeTWZ38&Pkf2;ui)rUme|oTX}oMT z!HX7EBUoNu-%Ypur+K%>{@(wxIxRub1D2rDdos%WSUQ7 z)+6;&z!146om6bWn{z_6FQ&r!S|V&QCXm?`5<;J*!cHn+8jZ(yyZSOqFX?UmDH*R0 zYJPcjh5QIQbDK54v~YiQ$wJnGnSakppZU`gz5RDodVxd_6o&#At?f`M(KxxstUgCS%E?lhP3O`0Y7f%B;0^&U&C>y^uAcoqQj3jX7WRM;n^csrHQn zg^uh-3Wr-WxP=JCi&QQg(8MbJd*=5FZmcRjD|`sfypx$i&zxMlt6~UmIy;WNuIbJ% zpK}1fhnCDg7k7n)5Qa~8Et&ZQBzj?F`Enn`0*?6o4D`uz`;z__MyJ=Ky2c@Yba1X% zv(B^~IKV+1hI57E^Ao_@L%aRq7++z08zPD>1sL@fVk4$Ioh#2R3y)x)ama&o&~l-b z)0QW!Zt93FzXEf|FLCh3+h}v{8fuf=KyRO@>yT{Nub+1&p8k8pT9SwyBitgl@4Lqz zs^QWhr;@i?gdHL@wQLn%A*%$papi4z9jh$74wWe3NRp?Kw^GM!r^;!Ra0=Jt`eNw+ zd>I|zPqE)SOtLYhVP{ZYHk{m9Y5W`htxoY^1ktWkKZ44`)oB| zMsc_zhx_*}+?cBxm9{g@`y=j8k9%(bt~h55W8~b)mNhe?kp5Bd;-8+;Mztf~&P3Zp z|E^3usqNvj;IxK?cF`bK6?uh6x!3%j{Oc<@?1g&W9+g|#n|mhQCrW5iYVHYc=@H%3 zK{{jr$cHm2LzyHqDNo2J3givk)RkgCeI)rhM51iRFC`QzWQpD{iR^~D4ijztvkNj~ z{WIzy9~D}h?E|+<6Pu4mwEX%BTSVof!5m>&gbbJjn4iP)@2mJ{VwsqVi9Db;yz2m5 zslApmLsGm&-geDd9s7KZ@7Oh4co82% z(^iJ5MkvIB#L|7z=b5~&6qQL*6!mv|CrPxh|MGI;eiWU`plP_W^)V z6~`VvgOBm(1*6Xe5`&lIfD6FDWV6$EW1;jID!=iYP{q~R+>N}!k3`);NQ~60WP6AH z(V|7gRu&^kw{DHqkF|a`-yzhNq!kMhYONryHrwziPui9(ZVfmylx&h zV!F@Tsw3lS37Zf%`b>w=@LM%?hQV>30MN^E3;FaTm8vZf4R(PEw~C-W{7TsxzZWt% zC!N!WLlW^pl*4l3Ji#U|U*z!`qp~#(&_ip^1(zZlKm>>8NS<&35bG|-b&boB`3A?l zW=8W{y80?X;4!K{yl_@`7Za5LtLsmcxJc8bu5;w0K_Jg2`9JTD{DcuIDZY-W$t@>DACd%TiJeoi@MgR#y!e+4Sn(<~4TP!>U%g>wCwJ5*jUzLayQB0y!VzFq>p>m;xoRSD5l-!`TIIS|iOO zQe|arE*z)&_!oo(+MEDFWc>c$hj_SflIksc1z4TIty3_dA5M}>~G1EAxPiL*HU$$A$1QkaQPxR&DS zm1Q@laE8>n4tibinogp5) zLD;&a1`Bi{iC#vdpwy7?Dn-{P5%hUW`&d)-5{U!}OVb-e!pREc_5F&{98h$@>_CG{ zCRO#X2f9qPQz)KjMAwJCPMi4SHzRvTb{K-Azn1wvLu`-A(9lrFDKrQT5z$1Z7_}Sh z4|K74zIdVY?~lYQFT8&Rya%LYenHyXVUkI{bP>(#Z3J(s3sLC`I_^=qbS|MPuCaal zl37-m)Lzk%vLT9@H(1nh5B4hZmN^3L&~D@J6d0D1krIp@hF#E|VlepeJBS^t+{W3x z-(N{$azG;Wle&@9%!0M7-bcMh$=;w2j@$Y&GzsVpW?13NQIV_oF_!=NX}V1o#u{&< zdubtB(yy74PeEqse1|8@O$9~&CqZUiaUaSwbr+hFxx-Z)eiGcA^0*}rMBTAi9oOZL z!mr19ZH~s9vSYOhokA8=ijebF-m-<@L2rucI8C?5TcqzG7@6r?+ZXITGGuhF?Du04QZq&t_T{2 zsh%~HIzW~Tk&Z~Kq1F_A9v?-d59-VCes*ToQq2KNW7QbI@|m; zX=*#AaDzr1mSTQ=4vQZQwZG68* z0Bp4|n!e!DLn~&n9G{g9ujsnLW=PoVnv+CG7%Q9)D@uJDVO|kJYtaIH3p==< zhcUacDQ0YS)!`Lr`Hb(8bm3OS^>HB_p$y%E6A2dxwV=y;m}j$on~521p=&T)MrRz2jzzDHh?iD2@v{?0teHlHNT`nhvlEIdWMr#SYU1ws5R{Ep zCJ8J|J_9-Q9s#Qa+2l6>`33b7!R;eo`~ytO2uLj>Pn+&Yky%$&Uzys=d{Sd8Ke?t2* zYQP@95{;N!Sxx0ew!zGAg6sv*XA+#iMF;S%Cu7!{*BpB|^H${y_F7lhwL{UG5hoO?4rT ztZ?jK*%=~t+8#Bgo!H+&Et?Yz$(~vDQe!mVAubrD=Q}mTATd_PRx~JKke=iT44nq) zwa0j|zABN&Lb&r)lNHYkGz1ngmU9dWsGOr54@Y*)K11v*uoWN30oA^&vP7Q#XvW6c z8^#fCOF!boY5y6=e9*~wV|a_}RqWST^!vw#VX(>QgVVgWy+K4!+$g;_NbCVZmY7BuGLaf4>?K>tTnI2k%ydg zVFm7+eD9ePSa-N3(MdW8mqBR{Sfsr)UnLm5{A(ZQv+Pk%!xc2-PR% zY3W}1UkRgk$o)S$hQZHD!uHRI&^M|>pR$NO`usIb)lLPdZ<4Q}^z`RYS!-tsx`fR6@|ec(>^52* zzV!pANzAK=2Gl3s49{;2s8K>PFYR`)(vT%TQ4l>CP>*s&Jbxt-W2u&A!%M-i@ZZ^3 zGW@g{b&kidtp$jdl2fQ*lh87=X;a4pdnt^sr|RS>A7YaxF;|{h$N%^x)BB!hkJlL) z4JfeI{I*IK>vIGMX`G1*v&XL}!)hvMIHRm%qeC?_fxV(BOXYn@`lL0_OugY-QpQ;r zw>U9M=oGs9f;0)nJKejQYvQ-;(K1gD6b+JG4bc?g_4%~GkPNQVptm?P0cu?pSUMGm_MC$-p(BvK z53F3>x6aANMSgy-)Tp=yMw`wkyHf1>S`a>HW!zyq6Z$6!MZHd^tQ7A1%ib~5#SUEb zVI!Ro4-|koAs2;{b2d7Mu48l1io8;eE>&u$el}Nu;SvegnvHC7!;;VkKr&BfFsJsK z-wE(ck@u2Fv|6UJQQlNLaEv&&x$t|*47h0Ci0;*JofVE5^^Mwc>$%L@lXYk8p$qp| zTMZGjMkX;I*W#C0Q|3h{C1(doULkZIqh1l9p{Q-W9!c1f>>tFtKFquw8XmLqGXx>q z8qhEGy97X7VcRw#_!(s(_n#1qJ562caFbtJPp}Bd@WPFkmB7S)5#MYhh zSwX@XY|w4-#L(}FdP915S$XAlud)VZReL|Z({HxWz@$jTd|@CzlRJ+CJVzA`H6&}9 z%A>&RP6!+enT8`?KJZAS*JH_E}p;_s=vW?+@k3S&w0^2$5*=-OQVbV6@F~wavQ3w2yv*I=x`P{UmThxR_}mF($utbmISA?7^8HY*d#3j7tN{q`YW!kP#hE>Wl(lSXdF0^xVB<#uxsuEH(D}H7 z3bg#^2YCk1m9sn*KyL@Qe?Q=-D2Q+BHHy872QiACY5vZpgWJ67j?+~s|0uqKq!JO} zu<4@fsB2K6ygK z76s?fqas9;3`!L5;c>n;s}tl_X9=nACx~racfEG(+#jgqNydUgA+Z8n-|MxUdsMM! z)77f0${Y-63yz4^{c=vZ6G!6J$;w?eCzv-Ns8GehS2@_>BENUQQwh1gZCf6WAZ5NIQrsp$FE5xpTcTu zrUh4hS}Ly!Z#W~48B=O?<-soY?Wv7PUyo;|n#?iUzEn~@&5J|2Rn&&0DO58K`6JxylNs2k{ej6~D-OrynC8T@sxX7CGQlefEA1|66dwRBtL)$Z`**Gm zGmI$ZE#es>mawY{UYx?~6>dVeW(C7;qrp|fJ~)gcwvSp<)Bsv~DFnBk?le0HtS|ze z&V^l1C138SNpzOidp%WopLx9Enq6xLK$6(cT5Zx_13GD4+WfxQzb`09DU1`V=by|q zr{58=P{R#a)?Wm-!Eldl3k#o+%)Z88^#&w9qY>* zYPU$1Hyw7138l1}ea6tl*ijqE>4kES@Ar2-1@TpzDl4|0Xmrd)1C^pUIuZusvydPT zV3g;G6pDufIS*Z2FddH0>TfIXb#rJ1W7U#$y%XPO$oG$x=?8n+Y<%|ko1{DFZIJ+80fosIXR z2?0x|FKsrdloAZk(~hJL#<>Or7)2-j;O^YCBkcn&qsy>&qgu2?1SuBlU@*>S@q5mx zTzqr+CJcpQ@(}f0n&u`Z!C6>VRF$%#0USxqGA9Qb!1Z`a)H<^|bVM6oUR;m?WXlX! zrv_bxdT%y>>%!@<+nkP~D zHXJzsJwU?0x55bVWX^$t#AlcI`qT-neXYIeom^G36w*5zxN7S0dqn$vbQ?%Ses(2U zt)Ijhj7Q1f*z3`DFatWXLExN2Y8U~1RDi2A<@8#LJ&QFBbF#wlFuy#ghzn?|cZDCR zoR%ppP`9jv_wU0RMQ?;tVc*4v3os;F4d*<`ok9dfgD`C7#&4qi4+V)wwpFQkzmdb2 z$LS^DO*A8x)De?6SPPRF>B5wRbsn_mF6rMPUkNy$+!;)o;%E_JG`_W`A;uw#Ba0HaHG{ zDVIAy)#?#s*Rr$wo<@mhwRuXFC@t z*9D9g2&d>y{{=#`(6 zpCrq;fWv(|Ue!a`GP}Eky{UZz1JkoA;%PNYP=)Wld?tk_jzuI(C+i0qDNS~mKeBM^ z7kRJ{2StT-tL*dGp zWBQ}>s+yegKp`L*{$V0j$bE(EgqNqB+Z?Q%U$Of4*%B&Q=znHY; zdmt(`(y{O{$W3IlfxIT@v1z%V-W}Y+xFUfED_1!1Kv`d?&z&l%@k_+Pk17Q(TrsUc z?}8*BE68bD!PgTO?V;RZEsV|L>OId)Rfypx7f)RxeE+E|Y*F1I!bg?6KP%=EHN|JB z-gX|nk?xzMlS2M@wfx_o$M|UldTpvc8{DIFrOwgp^kWJ_^KJ0qVK1MJXP7~=%|yGt9T(s$nxAQxL;ZimahD0bTzHSSdB z>jYT)CU%rTT2&}>nW(aEp-*E6!yyR;SoIK~0%zlR%%sN)Enl+d%O8xHmr29d1Z2uB zS=!m>aTM})X01*RLc6TtD>82Upoim}$XeRL24>9b$1)F+w7=q**=XkQQ6hW{hC{W2 zRfO+z<+nnTiO~{*WFeBh)ecN8YzZ;4v}VQb8?HMUH@7^LI1J%!na6mCY2PIYp)5*} zPqN`f_X6_Xok&W4Jdh1x?p_1(Tj^YE!XY3OE~FT*_w8ZBISQzC7oLtd#A8KcTA z#y&K^A>(KmB|{+P#0iDS!a_1uB-ruq15q`mC}U@e_LmQ8c+}b%XTu&l@gx1QB|&Nn z)KSQ}3(=q61;wqSp$p30vVklDpP@L_?z9X4JN)n;wbwRoAJ2LW(U;lUfp8fT#ePU& zAu%D(75h2@QGYISlKkvTdA6-ufsSf(yjnm>+1;)zzMJ?-*?b@x%r$5=|NuRJDX(Zzi$g~+HYIWszp z7YA^33HNb@Vr-X4s7dne4lKDd@?~Gkd*NN99)}GUt1wY#E`(upoi6%IQ|jgO*8(us zo^X(Aw)=1gR<+u|$Uh}AGs5_C+Z-47yw5hgTbC8$&*VH)|DMc`Fevhs`8`o$NMJo{ zF{1ggY#}LnvllqZ^bu?deq$yJ6A+f{s67KqSr~L@3GPQMiU>!{Y8Ws|EK2Ae?6M9n z5n>R%2#fQ@5?nI0)MqluAA0VCs7Q30n7i8HgL8BI+IuDT^X> zhkNB<^>*(YL*8FXtqfVOo=@1#JR$cAp9|y>_JIm^K^zxW) zug;)af-mT{<~lWCj9VgXi_r z(9eF{r@5ld>r)>x%4Hwvgu`UWI*v)t90L#&(qO$kULw2DA(C;TU1%}0xws4UuIDKl zC;iecG%D%t>nPrOosrQMxjBtVpt9HT(r{@N=*pe-8a`53=Tmy|vt?uQ;@W@vc8#N$U_WzLHrUdgTV$*(^s>nML_)gIue$K2Tb?W+3 zn<3^E8Y)JbkiK7gU_FnIi~+kQ#;(pi#1Brg>Dd8NWXG0PGnSVmS+^E1K!?;3ajWzA zWnwfGUDi!v+SIp)(n^F%RS%OkhoZ8QN%cQgWX1&0V$ZvPRu0J^9+ahiP_$@R#Dr%f zsEfNZbOZgedMsw3NYa$U-QAR}|IPPM1Wr}P>aEBViO#6D6Qvm<(Nz;)rHFp%bLSf%Tgy0x{bIrGqlq9b|RSCpk~jZ5A!66SF`zrkD#MVSfv5 zwvL;@2I^KRXX!TcRb89tr!MKbr<{IDuI?ALMcDc$#AEkA7HJS8fUjeLSDPOXhw2&< zFIfW6S@VG?b-&JiIRXtTnh=`?ZFkw*#i30DW_|;WHb;hwgo-U6VdVHNO0{DQz(X;< zhIEcM;is^4D(AvtGxRthmk>uSDd#%M&`X@Sgo3ir-M;yB#Is>h%WlTW{2!1AIwhp} z`ODu{>T>W9Kp%f3moY@?Q^U43mTAs{C|Vofzb&gw>sG zGB=!mpNjcg0#qdmG4i{H@|CdENzL)3b4@EoIBIh1kEvVLVJXoZ4bi1IS8 z^X0>fJQAUq=EyW5YtKp3dQzxHA@3$b*7l)fzhUl0vGN^GJwc{F4bfVRx-1eM99Ek( z)PW8t5x#rnGJM~E;HCK3weK$_&RF{Sz4=QJf!CW8qVZ592QXi z@Ze=ov2A*OP$7LS;KJFnq*z1uns8+wmT%1s5GpyTHeqT|P*o~}NVhawA-FCS@1hJ5 zQ;?joT?U!(VzkOxP<_9;Ws-F`6|xQ=0|I>D(56*Vdo6scyJ@abM(%hGv#?;4)zYdW zbOs#OQe@u_^E7cSi>#TrjwlclAQMYZTR~JJeYQ<=`z9fk-xne58mZb3x^wribtkV zd`UfB577DkG7uxBlJWr*gEe8?cvn&Fi-E`Sa17>n5@_ArUJJcF`Y zAcmO0Hf-8IP8cFj2Qip@_nx)xRD`Rbm$x7!+jOtxWw+VQa30rGqlTaw^IKH9BsTOd z9O(>A^joqCWnsuL+Or=Ag1XTh2hzkdnaenkJpeuMAjhE;Wyz-(#Jlb1Tr|xxPtXbZ zueUc0_-*HCfdBmM5{#QSh?CwjDdjDX4Fw;PJTD0uT;&h7K#&emLdKQv&E0~7~ zj)*f+Rg+O56=BTgP8O3FyVO9B@2g)nI3VwrzPv~d(cb>~BqRo1gi*TY=@gZR3ze>u z?Fr9|xnv(dF+%e#MwH%{0={5!Lt$@zIU-g)!3w>TB1D#rfucK35gJY3PxmU7cLh64 zLWTH34A-6aZ^Ms*GvtHVUoUS*PR1;mrjKY;2jEU6u(i2VY*APfz zs16N(n))OqV=#5y3_2*xzW(RNm7hZA+z=68Q1!7Jl1jg{e z4r*vK43R}Yd>&iGGYS2bA;QBykBN@h(`+fLQl2W_ITEH^9E*hcL6ZU|<+7IJP0hko zm3`ea_qc?QKb}X`dlENQ$ychU9GYvT0qr(VubTw#qrB!dfCIDIeH+Xc9HP-Qgo|s# zrS4^`8ycs?I>?C~f>2#;Flet(V$*2$CC}T6f^w#Uy608_zDWSt3f-+CqM8b8?jdSl zEy|JSInI?F$4Kk5Vy(~9W3>8;AhB^69o(Ymi^YY2hE5>nIBYhYp0DO)m!D!`R#$ix zDJaGA>w^>b6-=5PDmLVx%n`lu<3U2L7W1&%6~*@zY>w1^9l8_@jXy*+0RP~<{sQXs z28PTbh@8mu_X22o2KUFym6JuR1o6lH<6yP#R-Ngz_1U1$DhHX*kXyK>?&$9GU29gJR zia9)WDX3TE&kKAYGluSjp%b|K&AYJc^}{ne?&DyTRZC_bnVB2G04R;JoWC1Ci`S^{ z+5jbI?ZzCJ=3Sbl)L{X9$_lpxe62aHO^5kQMHy01|1g z0v+`rjl2jA3qBEbDd%07y?@xi@IIDcw$_67GQLyPEX1QM6OiSz;w(e~yFqa_1L^&Yo&JKCu)~NA)f?$%VTNch10Hae9@SMSb zH*me0$yryJT{ZmD>d;nP`Y_z6fS2fRB8xF}%z3mm2r z+s!NFCEl&K=R-kd9jTU}s=WHneo#CLmFuTYI#cb?Per1#h}tX7aUR)w*{BA8o(?8>K0l!lNzSA$S+VOSoMqxgKP$Z!J($=?;^dXO6$BW1T6+|y+UnF0*4bUfmoXAq9rmlNt!`6!jGbko!WnZ9i$&1cNi zVXjpkV0I>^1WHTfxJd`kEDm>;dZY?tD?L8k{JnlfJ*hEI;6<6sB*( z)G2QWNR2~L5i6GAax7pKtYN_d!tB*dgx)CmUT03k_n zy6C3``F=0jN;H?XT(A{|j)4>C(L63P^Ay2)&GMpMMZ0jZxPWQueJ z+ZDGGX`oE9n^-cBz^qd5{$Y~E;?QxjzW1QK4?mU%6UXj2$jl;e*^kH_9IQ8=>Re06 z(F%+=yrPeYA7S2{Ttjh$TIXSgGyp!0oLwTu^=#0HJ`~&VD)s=uDV#Mj`($eHL;^Og zNIxsN15AFRFJv3uerCO236MYns*8SseDgVJfJAc~!7~ekL%Y88KB|KSr5lT9Y?831 zo%xw>6#24$qK+KT{=H+;Wdmr6b;-CYC?4?1^h< zm|}8ZxD5UUP;qrqunJ9ddnNJmi+Jq=!d>nGvF$_KFE~o-Vk?5wuHbEXV>udpRX+30 zz)uN=>w87qEDDK9f*jbH5^uhF}Pzcwkn1K(gXK#g-w@ ziay2AL?K@Z=2NVYtPGY&PEc%3Z%id-La;cgZ=IzvgQ2t0O!#f*WWluI388&gvc0Vg zMndT~Utam`1X^>}>25qMbEFx(bDEMdUQKVDXdmVh9|4@#`@J6$0{jWt`WxK^rR79( z4_SOtMdA+HH~CVSXfauVbJ=0VlWII>Qs>_J$N%{-)-M|fDkv3<& zug3pc;P9oj3Rk?>1M1rAu8H#QUGpl3Bp{?{YHN7g#&>46jh9&M?|3L-=A&Wj z8fA6)2pWkTXU;(t_1Ze#Xcz$lpVeRKm}Nc3PhsPnvXJ`Kn}f#1%6| z#@6`?`*}NgFH-6sx~vFR~Dj-*t)|7yB};OE?&2sHP7yn z+aMA#@2of4Eo0sDoA)Sfw6C?LSj$a3DA@1ib|7(gs0;#jQxD)Q%XYJH;FcM4+ilGa zbue>;gCy?c20(5V1xzaw-KL034o932j(aElemLlt5T?W1z@U^@%p~{o@GgEzD=ghE zqw*jHmrKMvtTU))urT1Fpip}0$9tR3EghqLtc*HwKK1I*Nb(DgE^S{Dz}a3BF|3 z1JGGV@3;!n;>xB&E1QtjOUhDEXhk@uBFt!}vu53tJ_&tbl2;&@tq1L$Q2I^ce+#>C ze;S&}O;vSJeOU&%Rc>98p1~=>H|-NOa`0t4Z!?MYXO3$MVzs{39_{wWwOaV~2=cGF z&?{ABY=!N|T85ye!N_=hII7T-p)7McbfRaNl8xrRp3k>LaoJ68or?meU8fQ#Pyx~f zTGr>aB7*(|l8GZfpi?iFdyf?_lic7lf5Rnda8mdz7g%3Mk)};4tHXWBdvhr2<6*Y@ z`kG{q8gsuXBhg|+9NHJ?k=oxTY`k6o*mMEW6{IZNvGJTndCb+-$RLuE9h@KI36y`- z-?IeGABK9!QWe!>71OyI@{deZu4fl9ga5IAi345c!d~e5`J^Y^n7um09tD5?cF*pH zW;V!2tgT?O;4#X=LZnVql>3l$@dm(1%BUQliBW63N7uugb8f#`K690^Pw+-1v5}Yh z)&)jE&8_4`it>b#NjaJ%6xNJUU@Hl+oy+nwt_Dwcp{2e09}~*a%r;}gR|QPv7;BiL z+QvQb1gDF3M37g``YCbMtCPY#m&+W0qbQ_4B@i&#p;yMF1SFv6I5%R!)EJ#Aitx_m!3D}B>3BZ*`n(>D9SQk)P$=s=qJhBf+|xdI4@nh5IAyP0O$ikcY=G4* zV^q717z@SurN|9@)LOu`a|6ZYPEAVhtL~Fn{fW{l!a?(n`4rFmD4hX?%%UPw!y?pc zd6>4baS|M+AeWNfR=zn*n*i0-z&Qk>L%VdW@`1)8_eB8hE;HLql*vo6yNkwqGcv=g z&12}0jPpE(>DTfYrbs_OJravEdW(EHgbP?>kdLf-C9ek$dL?%5r=PK1dz#>n z`Tn|}jBR#Xr#FKHnD(c3C;|3ffDeu!;dCjA^v6PfH+~s7WsmaGJ{e9{@JcF7*(>>| z_voNNz3&F~bfFw#>~%J6uLmMmd<0)p@ha?@MmKf!blaL*Hggprgx>UcfLF!L=r=4M zIwMv0LAzb^o}2~dQ&^s%D;KJ|rRndIUKX}~SLYur^$N4G(h*vy!`{DKRGs?LPPJ4# z^q`2Z+%lt;k^~~EPnjc*;oXPSX;G=FW25x&`M??5LVlwKK^iGhO<(t)Z;$-vhjpIke%oT}mkGUtz21m~-cm5otIt}1(Ay|)8iuBE zIwx1`jc~v?Wnym=9W7p%zEu_}?kj>uU);~NnaIOcR;{qVy!&zhTRdpLg%so+DIc!( z?Wh!KM^?llHJap4&PMf%escvvi8Q|}MwW!thkq5;ETYnbwCV-DJvgcqgFIKfi()Vr zGEGymSnC*&RQPhMo){Xgyh^;0=~+>3)(>29$>J%yYSRC{-+Pp6zrVUHJsQ~IXdt!F zECBPsv$b~Yq(FeEs7C2G7a2azh`ioEk7Dilj23aUc(^=rU!t33&8*!{TQmm??@{@N zex^dXMHvR$q!kC6nx)ZMdm%c@+$Q_fG$ zLJ$fAG$^e9+-P5Nj~8|~h;4fY#VSLnAqy+Hg=v0ADW|X{aF~_QwM5E#sXht6t0FH2 zspl(I3TMWQ(aIu+WJhTg&41;{Dpu;by5;=fA zAwME8??>0i!-r;D-T^-@O-3Whx`F#FbDZ4A-)w+ZX6&ba`0ZJpR=tNV(@Bfyua#J3 ze@9=h2${)$KNa#Y4*GqBeAnW29K^m3Gq4{W)sF8$rdS#^!2L*DQp~F~vAr57W)~Dg zi&Mtgvhxn&d(7nu7dM6NxTW~nv)s0SQ;|A?|GrVfj=&lS7RlrFBu^mCLT zzz6}0uk`fnxpL|4aywotmu*+B>EYN*-OD?Tk*STsOcxWp|7T_>N?mzW7^BWfe{Y;< z45kUsvj_o`Gtt8QZvt><9~qZ2gw_ZQf^xB!Xzs&7jXRe2A8zkNvWk#c?%P>MB8r-G zb*waic6F4+UE`Q{$1oXg-wKOU-Ch5^yGU7{qUy)DbJlHhd^>QDh6!zdWZ2dZMYBa_ z{M0jw;c>^9iy3FH0A@-V&l?#hFWm;83OSnu6f&GtPuiH{#(A69ng-vG31!2IvPrVDjqS&wSl|_hDLAThvy^ z$ythe0l@=ey86&YTv~Ln26`0V#RGEMs*U#xP6I(={OY_MuagRY z?J+|mVmZpkF|pEKn`X#?MOXArjM3mW_&FZ0>}Y>Hb{~$}J^Ax#AWRx^$M^Cl%1-(0 zcoc}@*d+dr6l<>?7IT(}v*Mbeo&%CBy7o9>TWl?WRc$I;Vf`yp*#Vk1yK6WtK^RUt7c^9%J+uRHSPMQgTJ9%nwY0>MoKmfHAn&!2>&Eo^!+ErB%auOA` zcFvohsgE9oM_ZCyRrXs1lC1B=ELB{4xyY9ZHZ4g`dnVTB!uWgf`?^ukU6O;pUpMW~ zHTwX*xC6|0w3rxXP<=l$2!!MNXQf9NsWH{|ojVb>(vL){dEu@X`O^3~(m;2DK9IBU z2(}DoeZ=GhxbXdB2$ z-fnTT?%wViJQ;0z58ke?h}|`*=O+f1s5jlhxjz-u$*aMv^X~=FmUxAJR<)IZ_72vz z=j(EO(3fgFb8m^D=@*Vd1xP!o?8hjQjS_c%1F%CRxt*jP^pH+zfa$#&lnw}8mi%f+ zdvpIpDif?!4s|;C$34Lso`Pn1%#?&3%FkoY01#-;ZQcunrkY`H=TvLRrMPm&eP>0l zyx~Lu-+TCSY5`(^5b;fNQ&v3pE=Y2NZgh<6iqE%X#Ui6(Mtx-en6(6I{hG=??Xx_& z+WLoAzh~PHdl658Up?}0eys`n2+bX@NbL?rZR$g2v)Q4_+osBC9t9ZRFHqwo$WUE_ zb_Xk%?`>JJrH0RioG)2e>j(^p#e{|kt3$w z&OcKkY|a&edlx?$?^rJ`7!T#N&;|_y&rf}&ABRj z-rY?CJ(qaJ%1xfRO@7G3N33Kkaj8S~1|r*sEpR#) zA;P8*H}vz4%t;>i^?}el?ld^Jk`HmUy7iuhU?8%YxxGh#O$wy}4$2nLF$A!(g#%Dh z4hZ@S@#Sg}pD7d++}=Nvg2+5FLC08_bgah-5WI&m1tWwCG%H} z90Z}5j44kFQE$lZvSWyT`Y1+YjH;0x@u=|Un=w8MX|nJ~Xc5`R^MpbIn|B!(kbSir z@;fHPmgy(nOwG!5qG&N8Kq-wO9|8X}%$5y5hL9lCq9u!%V|-sJHKlBqs@@!#+=NXL_> zw%BsC-7n_H6U8;# zl$m?XQWVgffNpS5gSI(e{K-PR$2eyt-*Kh(buzD){oz0UtQqz9lxodF@L}l5_D4(+ zeCVUz_MnK1m5Itu^-5FqOtmB*F&RD0018C(B)#?tKVIP!jC^C^kPm~Vg3vn6u$WEs z?u$4VB0?Dzl83w<5SEn`W3{Vz7E^1(5p%Y(Di)NW3p_%sK`*k^S!LP79pj|z3cd?> z`&t}#$Zi(tc7G%VhOB)-4lNjY;6IZuNWcGVm~I@m9#XGYW=NOztVLJsLY-$@1WgTv z-5%DC6f-A|b2s@j9>yIwt0p?aXK-85(yRb)as6STK{QWQ(hhKo8leUVCR z!q!BRva^D)`!FnJEeUG~-yfE&Gg#|T#qN*EsLV9r84zV#Rkg9(erJqy_*v{8?#18E zXeJtO^TLox$j;QP9|~w53vRsct3{jA?ocLElk)l53H+PA;{g9?vhU}~E92w6m!PM) zPvH^Pt(phyRW>d1ae68)(q4yMR|l4zYJ#I8NLjmo_DM8k%1UZ?aHT4fX=Q_=aq#8U)I!b zmrGfa5OeY?WXLgeGD`N)@-lf0ERkRAq(Ae(aa?H?#TF9PlF6tFXmIT$|Fug&O668j4#H7a zaX?SL6_$qii$_ z9ym#3`M=NPbGo>-f0>Hln!gf{HYs3K%V>fKhg8@xvxqcF%`>NFIJq<*hkqbYVE}M} z!yObNs>2*ek*qoNy`h|tU9SW;I&Ch*cB6un8aeLg@r>H(WbG;y+9-Fc9KcI_Qk@rZ z*ptO_SVUDF_HOsn85?KTKYQkY>xzn-lc*iL|9U?du8H&^+-4wOwJR!F?htA)!q;Mn z(ggW{n~-Vq8Fvtvr>GQpBI%atMnesHhWJ6c9BWtDsrq~&ORy~*yU5jtR`*rw&B|&p zJT=ZNO)=bmkUDhgC`CggL(qLSJAqi;^g-S(vrb#`HwsF2MqQ^A3{POzB1)?oI&O`$ z;}?Xa-QPjtXxd^7iT&|DD}q25#GAkZzd0iKrY} zrNVUqO-QQ7^Wz)xc^r!-oGt3?0>@W*~?*$8&v;pX`0M0 zGdRz}olE>Fh+R_bWtYfb-^i}K-A78SVic;Z#clq0pdT4;cn5(Q{d0OtU99#r*3ayP zFZjSe*LwrLsP7MHeLasQ%YWw=%Qf2Ala4JfL{@sFBp1#gE0W(+-)v$(hz^hnymu}~ zh?FOQciC}ohJHrEQ;#-&kAe?*=+0EgFWWm+j5KuT`b^lHG0X6!@4@hYj&j|Jd;U-O z_NFT(eJ*d&iAUP>bZhj0$a6^%^72(d%J^jFlV?I+5Iu~6N^~`R$5eS?DldtDB!~lr zL?+cdMD3lp>R9)>xJQHNf*XKP@+x*LKq$8w=4h=zC`Yh_*MsBN`P#~i7isB}l`9&D zn4*kl9}=(dGhTdAj09SqL4;aSwN@c35(~L2vrMKXF|V%@U!)Yb&_g zFiDN?A-)5iWprZS*>_LdS!w*-AlI+13PUVLX1hcceHMriw?; zlR1JSHRUZvF(iRezG=|)R`8@bkA(f*ek1Fz6%UY$d=a&p!U$sT>&5Cp4J|;v5y%Qp z%`~w+kBC7l?ryt$VpeytfNei|1-Ux##*x?le08Jmpg$tZBJc9#xO&nqzj-eUb2>3;!=nWKy>__<|s@B6+>ueCFpMs zC*?(Hwx0U;pS5g!mjm?*m*}0zSXbICes|Of;{u40$!fkPWDIUKMh&d*Sa>oKr#7vi zflZN3esy(o)@ad=85J9(djIo?PhWKO)@P}q2$ziANlO!1pd}^my#{yz*!a)3zJ6GUR#gXB>YmlY z{?GTVEK$D}_$v?BzWvoo5k0{4{B92XQ!pjCpOpW_O;dex3DHXInKYF=sTq6bL)H~y z3i1u-UJl2aG<5RkYU*u`RykzPiIG@yN!Y`A8;V`7x@kF00KSo(fRwy0?PO=-Zd zp0rm>M8G!FZNt<74rQ{S$3*X-$~_}630`&v@FVBA29x?chf}J~?poJzllL)vh6%aUGkvV(|hYQ&!{iz}T%ue4-);Y*Z%+FxR6-XUT*7{SfM#Z@kvjT3ETu`B^jufOst9zCi=_GG6 z&E|-hv`8;B+3UjF2Jhxp4$b7m?0@LO5dE&FJ6};8SRqs9J1cGrGN@P7GMw16fY=|B z>TG(IngZ|2_^u{|kuM2NU!TQ>osn?Yx4M45ie8W1o3z90#QU@BmrA&{k-Z68R@J`~ z)RpMl1vVppw0rQS3V~59p)ID-7%YRqCzFmn;@5yE7Dm5UQ7p&-5}=3^ZsZKo(FnUc z1$UcSU;`Fo!iO|}`Uois8IjinaFEH~*7^b)tQMJx{md`5x$I77Yks?tlP;NMa?feQ zVy&V>&(!Gr@tuG!geA%#UIDr7V51t607r0E{cU*rYF`pbT}di3Q4w{+^%UKj3rGzN zvsUY6#MGgC$>tO)1Rw+ep255`NR=Te5Gehw3Ld8U4{}7Y zqNt%WnosEAL;&t6lFCzw!;-t?s(naufY|xPY?B{!(qW&E5QB~Yznh1UJRg&P*7{853&gC0pziWHWvVQ7X#NBQO@k&XR-+?`vJ z<4Ce(|8o_&0gB)au=c;OnXVuKb2C*nbCA*Z&PbP}^e+*ByFFBo>YWM$JFLh9vmk4O z&Kq6Zc?hJ?3B2n@rV)LL-JWx z3asH6Ejr!b3K~@p=Cko76WY=<%OYA3P(6wVrLMy-U?7W&=uCZK26xz;r({skewHdS zy!LSQ##!oyJPxd=-vUAiA`I$Uhp9Yg77mB`idO+U3iq8i1;xo_mK zNCOxIG<%f<+#>GdgG}b(%yCak_mNKuDyck0*(h@|+#|xq@1_Z2vcSG?Oi@1@4Sbm& zy{hoGGR@HBF%*W2_xJ{TA#`|_I(^8?*)tK)Q10+Hl2-9(_@Gh+#9o^srVL60W(4s| zrL|kKt`S!Lv5-1DoO#66g^ggQ#C@LVeYD5Bg3W=T<)a+nps3@Gbn3A>uwVOF+%s{{ zp|aBLinA!Tenq%ni-2U4>Ij@Vht*)KgSr|pPkT~H)%6vv*~2+9_c9AgTC$9^<4$B&ti&K6CD21Tw*sg$cdWPpC`i zol#Uu6Gxl&{TPLWBG3EY%F~jC@XEKl8FPiaZ>FJWu$WiP(jBeJD!KI=8LNT$n9v@9 zq5W{FYU5=UOpABumhhF5 zb*%)e`K@^SF-&raCsyK&ff4Ht7GJRPH8|AmYl7cU4VJ@cyAKzWWaeesB*oQ-{=?6xI;&(=m zNSJPKl;M`JW^11hu+|;ou=VfE>T<#_gX&X$MR5N;Ww|l8B?D(Ir&pdI-AmS@dWi%s zHP+*H!$@FfJ^=||&*SR;n1BGc}4jf^rAg@_;01#aYuGL^tc0v`uy){BhM zj@Wq!NI6S?NY;tQqi9^zx;Mg#?NFl;R09yU^uky3*WD3or6C z+xsY>ntq;2imHWI($^?v=0aNSMI9_$bON^!fM!M4_Z3l}1HjiG%JVLI^wAW;v#a*f zTYGMUC5J2*Pv6=HiVa99$0MooYF!l5vDthDIW);_Py@%3!Bv94z)d$q4>VqUCvfd+_v6C#lncK8Jbi%0%OFpcyp#~vZ-;3 z2d;pZhyj;cehBXwZ@YhIrmWl?lPLHlSd{kB>F zRsm~4Ms`zTa%vzpkCHpCzC2^eadrD-za&4gQqEZxnD3PyGk-T2HLUJ0)+CD~3vtol zu(?0yx2lP=>5H#EyJabwPiL-$FCLf(qe75o3CCX0^nn3!pqMlqDO!1O$qtAVt|FuC za%O8V)=mhsC~nhGqz%_Cu)n?o6M9&wQz79av$TWMlX}#LPC&7T&4NCw8MR9{ zI?5AjIb8Z%9VEUbTk0fEeBg=V6W=pMI3esKVWb7_wnxF@AB>d$;Zq7ldNyk$KTJ?Q z3i)Dt8HAc88Wz7QcTrt2mOckJUQtYG%IX<$&@99qv`K*}yst+bS~$hR|NQYb4`-qUT(Y3C;asG?Lhd zz(W*zNzWHy`imHT=~?kaNhZQP7(G!e_+~`;odYq-Aw!h!1NW}r8*7|%nD9m6g>2cj zhH%DcRIe;ti%D8(hSt`~X=&6W-e5zURBbL88vsTJY3p1_EhT^o|gpvF%+m z*NRy2*j6P?hEDW5gUXx;Yp(gPapuc4ms2$@wbp-eFfTb82?1A@<|M^({OA#WYm zb< z(EixyraN92tM~rj;J%mSEM2nW!+8URa=f()Dl>7MhXGPY{jYC?z+u}2h;zL=ru8o0 z^5>RuN5%G4Yvf7Jx+LO2UA9yD-hmY|%JNnroW|FJ_4;vS%-UJiPZS?D@RBFEhdGrQUfBQL}Zx5Rpt<+wL)K)i|VQUSnlz} zr{Cw{)}ct0h_rcw^=uNPtm31;P!|vEkg5;uqg@Jy0;mH&`eukxm^hdYW{9>w9ptMQ z_-?Q)hK8_ek2ahwP@`9Q#2&)pckzGC__Uv1Ask!r)2V(B*i@@&A8`8=T4W4TOD|P@K8Mt+i znzYhzqdnY&O5B-Oq^N?a=k&2!m2LYOQH#AWYX2~w@)&p-eH>Zo4_kZEE|Lf=iV(8u6jjk7;;-Oe$lYBsMOvc8|Oflr9Mm5DyzO}L}oPs0Irzmv-afCereox28s`erc zr(%ytX*hq{*2asIWBKA{1@E(^c>pdz(Z3KdnJtY|W?>#K%+N`aA)ZgI>Y^QFIOpx& z>d@KvvfHQlO5EsrZ3t?m+5I3)>MghnkUn1fAE;!h#3@DdyxNrTIHq6W_AjS)`(YsOwf)8HQ;Oi#Ck2PdRXK`ec^-Opw$p$uS7ep z(t4VS=V)z_`P z_3~~8t9yN*D7%74ymxgPU!BTm>cCmepqkl9HPgL1eVkjMGJT;EWstSwj!(FRs|vy6B+N{YtHT{Qe1zhmBWlZCP1McTM3Hm;Vx z>EDz6;~xuH2!0C^A_MIfYdJ(_uI0!KeA_-s2F3Yc(j1vNc~_cc=_57D?|k<3?x7+5 z)6e?h%_8R7krZI-5}%Y>JxbTVK5zF@y;@tr`6|p<*qY$vSoBFTVEBKsHJmSUxsMP5 znO%Tvj_|XzTjv%opmJvJm9Q}yF=p=| z(KHCr+_@xUCwR3M3f1N^BMkM?K9*wNQ|S)vck~1gr@4-|cK5Lq7ObR#i&F&q!Tjfu z;9Bkf{`CL*6WJ#~Uv+YYd{%KbU98Ol9r2I|jy}3zd0#vc=GM$PUCmn)f^mEpkMd_c zGjuPuOxl&)5bdpKBii*uPC{vl%d3t)hVlsQVz=gY0aKBd9?s9J!`~RHg)LhfX<>Gg z8*M|}3}0d{2H2CKYyLesHHypX+K6CDtkGRcSGfdJ!S=&n3#Jd2;39hxI`)cU;X~Sm z&+|7<6SrDADlxCkf@U<^O0-*2e{lPJ5S4>R0(F2wTOXnhOY%P;vLDLnZjE~l8CoQLwE=D{A_vB} zU1w;uMnkO8hc#|paF)1{VW@OB>PU-vVKRu2#5GCb^3&6ZO6>bo1}iLo7iv{bIE+$N zjcnzyFuB@No34%>gm9Ly>!AWoRsVs=F_O_lm#^oDETqg%69qZXzBwJSC;osnTE3y8 z7>0TZuB4!iF>7;#$Y#$5&SdMIZ>k=aQMk&1}=H;SWbx9xruyPiEAL z0v`9)CJAjiLRKHu7@FiqtQIUM%3-&!mB*$$7LAbpp2TY{C!5C=JA;pDh4A|?-wWOL zoS}e8IkID6lIm&Kj@L0Mnlco%pOqsbCeXR1M<^a9C=33|jB_a!l=Sr>+Tc(0_dTfp zp<(7uB@$B+-v&9tB5L>(5>uDmEhjOZcECt9u>BVdbYHV{HlCA`<5M-!zzxOMfa(&2 z@+lo$Jg)v-tPhuv(I-6mEBb0+1Ge&rDMA>sZ$?MtG&7@5dOI{pq;5qM`Mk>qtt^hL z#+aQT4e_tqomu(p9QmLi5q2{dj-YPekY86u<}4SM+|Adc>Gfpz_h+t=x^7H$x_O>Kj49lH`lSGUfX&CDMj?%oynSZ5GFdyR*il=nK02u43PL0%toX1394x z>To9~6b9V0mu0Kz24OsCx5ERbm7hni+f6ccM>5lFni7*;pRI zFX}3O7#`u4*RE1)_mgDI{$^s%7ckU}l)irHGMdHFNi9ofZ<;kV7bsIMZFl}VDuP|o z9NsuRXKCnoKc0%bwu6Zia_*}PyZ4x0jv~|7CUyTT1o^S$x#cRFnjM}=(nz+*yhOKc zJ%Y7Tsj!fx%v$ETM!+xaqz(Gj zE4fD#IN8ebNYEmbqCELNXviF7I%-1S)?*=Eu_}Zcph^AxG9?I zM1ZPuJA4}viwI6(=R91_*SfKD#?lm=B{y9L)t@h?dm3-vhhG;n{vIXt9oPCWn)rvM zs2=9pwG`FgM!ns|to8;F`p;)|Gll6ro*uwZLF$)gxjcr%omC>33y-8RxJUHR-Fjqa z>p(k#n;YG13Gfb$dMjB6u3Xv0ELd>T!cs@ppr~C~%+Zo$)jXQOjel-|-7D%y_93yC z<%4tQ%V9Nh;kZd%NJoQ;xL%f@cjUXL$@v_l?joEZjcRE`g6n6~@?8a)P7nD7mhSK0 zO0&QL4t9b5n0mH9&)W7!=l<%vI5v(;!*5mcN)ElBPP)qQp1oNsxPw>qmMx7-X$hXS z2wVN$%L2cmT+`()WQQIG_i;sj!ZtpOyl;wWPeV)C7!hq{q}gaa$Lf1Z`xs+-xW?4# zDbs-DO9Ri4OIx2ki$}1Z&_NRt%DJw?-(*s&^Ld0je3LvDN5rcz-bZe7fn!>f8BvpR zwMwpnUpWkwvOE1&*mS!2RW6u3sX?!X`zB}%TpFiy^S}-V3JfHJ zgKFlb7Wj<(1r6L;!DCvvJe5tvrSD;7+6OlKA5rE?29UeV~O0i~|B?{%UOt$o#f(l>>! zoTzWvi4Z-4H$$Xh!G<`x0iE^{8Ul+NztnpkEXKL>YYp5wHAE@ zPY2)}F9avH%XW|7?FyKQ>s^xzf7-KfJn~NgTN;f$%dKNxLi&-j0_XP5oCtl^&5iB+ z2MY1vq7D-NMeaS%s5%-S{cxfE|A_<_?MsV7Gv^W4h(K3tyNiJ5gZMu)19YR^thC)wWceNq}+$Jx(5XLs!hVzkd;e^0H0^&9T z^N;GE6cfikh-wUbRpZ}?l85t>cyHA9_qq6U7XF-n|Icd{mX}|7Y`~#qZyAm%w0#2M zhXCPm+`|_=WO^Tx-4kP*KKB4CqLtWyT&q;E0gY&1m1Ao-|zuiMW=qd*+`u=?VE{N!aU%oer+6(zPJjMycffjwP+ ze!V?Os$t{Lc4R$YF~A|`_E0|dz^MmUi`H)qDDsx!GRG|Pwxqq6lE3rQXs;VHle29( zOVX~7WDZh;FosZ9SsIZ-kekvfx<)XmK-52~oMk-wF7BUpm9nFB<*}6!J1cITtx8yJ zyb1FKa%-E{L#m10V4pGEik-~Pt+vd%&ia<~Q(6S>yQ128j2)K2t|h8aW=MA+O%&I@ zKqB7J1W_A|JOxc?eKD36uPmo;K*}A6J=di?)P;8N$o4SzoGt-|f*yVd5EZvhOzC3+ zj0tskQvisL88^j`0HGk`1Xve$WV!4dI>CCq*j>Jax!_AUs&tSxd<#aM#sS%p#lBAD zD~cfssqF0tlK>rf3e@G37!J>-`Om_U9j|#u$mW>J2H%U@qOJh+1|EGFFI7rL_R0&( z)R~nVA=-;|aDo%-Og)^7k#G%X=|Iqa{dzYH{MWM)AK)$1R13;=iBv*AT39&bDpDQI zRoO?Wr20#i5WtYgZ~MGc;wMHQQ@8=;^~jfx^M`tbRXF6PYcUCi?p^lv4^7%jJ9k{# z*sj$8Gw*uWU&xDpfBV|%xXehv9VAa4kh^dJn=alr(&K$)@9;%SZIiS-6frT`3q#)% zMgh@-$JiP(U8H_navEUEW^POVEKOl2P!yIpZBuE64r!Oe_e~;rUH!M)evES zFl~d8xEQm0?lkqJp#Vn*vl}-$qapFO=**jWZ@v$Ha!t=DnfFVZdB--nTH@m$1k*N* z=SYp?mo>#M1uJPs;1E#ELoEj}W(wb~UUy=Td^7>=4-dD9UroL3W6S>(@HaNXVLu+w zFH7foi#eahfIhS*O3h(|3=Z|ri5&!E=L)XVtEV5YnhQ>zV& zt#69Kv`ufX(5g$2Ux-+-BiJh*pn-#?3sDW?+L6^bs#4P>XiRR0v*`0dl$2Nh`XT2l zmUhnJ|1PX`;+DvzCxP_myr?Mg44nYz(j&8veJg0Xv)Qvo6--2yDO#E> z&^*M12xdt>Iclug;*m{w?o8Q8eGx_acCKnBsyHX)Y~U(u?$Z8Fm}Fo7tetty5n!Jt z&Svtv{Hus6fcnHxeIY&o;j;X>V7DTE+gBRwI_XV@u$4x7sl-6H<8G!~1Qwdw!`vh2 z;jnSLdnU2+n0s>WG--Nj_5DmJVXu{vswSA5Y!qPZSa7J@SX*ya$ZN4-nULiN4&KKA zneJ&@E?V$t7FO*n1kcCnSzKEt+>Aqz`UHfnV2&Dsq4t7IO;KvM4@a)`?XrrxXvD*G zbsG|Ce%%N#cZhy%>_I~?q=&BSXyS=-#%8+n74qui@X)q#sU;+yA5tG7{bS9FW)0g+ zuP2Hs8n?pSNNs-4G_uqdnIE)xaH(l?z9&3q-MfPBx+Ws=mC5{d;EdI&X8l9>C(L}i zSZuenzD_YehY4bwul_ui^fLZf>pLZd?77}-l+K&X@4Ebj_9qv&xu5g4$MPMt=ZkNz zf%b%YBP97JrVdr~@V50&>yo+)zh@=vFCJdc#(4m?2~4d;TNrkqcY*D~svAvdqo?@i zfFQV*K)ql%PMx;br^%*5aA#B&-ET}UfG+hmNfvw~M|*xkRU*?iw{WcWZ+qchC&u}+ z*WUs4>r>-=0XR$hix6piV$7#gIiv`w2CoC41sj@9FWGxJsBdc&k2;2gs zzi81*xwm6GAk&d#EUN7QUkMURnYz4?vuiaUYbSbLC_m11|u3*?Rm$0dr{+;f`abNvH zSlhXuy$${gB!ja%J?n_~%kaJgjHS>B6XuFOFg}naB+1#sfwkx{87y@o#~8+c|MomY zJCmbd#d77(Z~yi`KlR+5jwZv^?g-u1bT^0H+D>oJ>0CRpjeoZ3T=E3TZ+YmJx-0I^ z+Pr+^zZqH8C>uv(C%0(FfSkSw3ZN%TF_#=C>9D)0FR?quwXF>bs z3~p+jTFMu~GKr4{IteQ7>F{kOuZ-xQ4Gm6i2R-g*z8r0l6^mqzQH4~85y0sx2R)TM45YdJCXnzMgi zM@OZ$X2wtEu4h>XpvbuAJIV@S=;`O(rgLx0wY%Q=c)FXVXPpOCL{``3;yaJBUz0 z27I#(xr(?`Yd`hdhT{zMNiL?5STVG$tI`_n#HMp2^?JIXmcBa*l5!a9b))dt>$ELt zl%i~<8J@>zO{|b)i-Ri*-2Qj@RBpOcdi$VX9h>ec6rH?97Ed=*t>7UtBXZGXjB=X7 zd1Hb!`t)%31U)3OX%n$lqe-p(8CsIC%^jHncd}lHSu4V=uovQ1Dk*49+=@uoJk{6V z8Y>`iG5C1wTj7A=YZ9yZIy~lfBpo&h*|4CE!h5{NlL0BF%ltG8F9kOWhCI~h#KyRi zRD4GqX&=z^mvEB@j$4CPS+R#qxyh*=Qb$RCJ~0@sPh_}Wm)b7w+{b)x?RJ%8_M`Z{ z{lz=5>wB7W8tpBJVq>^T+#p{E@5Cwo4AOWPnrv>S0+DhGKMQe%b_JI0$tb@h?ptfK zX_Uys)b^u$FCGwF8B-T_6u~RYQZ=w2iJBu0T{BLH2wq?_)<(GVm?X!BiGpWzkBBfT z=AMt{u9!j-!u|Y-sY&zb#6(&ib6!rMqHtI1&y%PKHY!C$x{Yvq?o_HEN2{lH?T;~O zUE-BCgzJE_GtUvYk=@=UkzQ-!=&=I(9ShOz7LZ*N!0vp|abU6@1t8DlTGboRRU(d9 zV(c!7zaY=uB-TLWU^)e|xmCCJc+IG+?kb2#M!Z|MOQ;gB)GKXFLyf$A(nJlBe}h*Xo~Gr z=P~75&EBE%g5cp1FgTI#OCz7y!t?W3ch5X}#C{Il%1gMIxa!;qW6fdu}(F{H=^1ulMbtahoa#+0H%)zT%Wtrj zs_easq2+T@!6xGT*wLIP%36g}bYUr9L$MM%J3gRQ9VN}9VMK;aLXR!e#u=%FhNQr! zz(?%k3LgGx^@Pfk;rH1Y3s(zsATb1b9AnMr`R!dvYq^-@F&m9QOmYv)1(>!LrTkGS zpo@EWJF{wbE`&A^X)x55Y*?xHF!wW9N5#0Y+w@NNs_6IRkc$TftC+ng9l0YfR~*5%dGuG_yk<<*WaLY^uv zmQ3&hXQg{+-`p?lsVM+b;f0fEhGPrp;kwwXTky=-!*E89aK}b-j_@H9L;1UMOuzUu z(96m%6gZ(5!#6k>D#^nAWvg)07?B(vc9`yi|UmTA-QSDZK>pT$xYfH3$C8uLh=I6ohcQV&Z~=> zd7h)4uI$&7sWLLN=#;nBX}(4m1#VL>x4H}F^xiV&H_R73b2DWcO-5SZK>ytHF>Tr% zzb%x59fdKcW<_egS^TVoYvl>qvvl+7)C_xe4Nb~(tl~w*x-~LEwtFGxN1NgOBH(|a z4rdoj*RcBr*GXI6#waTWrcyuty!eohZu#sUE?$BvD8Ue21@eJpb}Z*&Og7# zdhIL2-V`?Q>Ktp-o%t0o-uqv}iV@--H|M$`3_Ro)ql*vm9M;~9A!kO3@kDfghU9&)+k3~5Y#Wu5 znOw$}H!s9m^Lf@M<2Jcm?8|Nj9&9FQ`0DNFh>&%3WntoD8hXd!L>M&}-lD&y2;sK#|7$%fYBcYYKps66HK?FB3!9F~JN6}G4@r4Gh_ z^w~UxB4Oe(z7-A2A&$gpv*LLG6j}uI(}1X_9MTELp&G*LJkZF|moothFeo6~b4qE+ zgW6#7wh^xVb2ptWES^6?44Mb?Em9?4JU5RZmH&o^0oxMLrRsaL4mIVL9rd-?=W)oZ z6F_a{V_}%5NOlz(=<{9RB41T42*tDSNi(+9On5W+73i2%xXY1!484Pb~%fHOO7C*qZ<@TXLNG6(%h)OBjKj;o|2 zRA(&#%KkJ>Hk`|BDgj*cLgLm7GBiaO$zlar3rT*vCRU%y-m3OUTotgFhFiZ9co7EAm&+V5ivp0H>L%T$``?U?_zAR+K^K&SsR zMCB2V4i1BggEvUxgWrb0goyO`Bm>;u4?fJ5J+mjAmzRl^E^aC9ixSJO`_A;?yGZCv3|rE%wvDkQ zFX=&Tfz7e>>J|Ll9!W3U{jYZK{~}&e=q#U81tY z$q!By^sO)(>f{0wzF`W|N1EqIJ&8oSs$C$F1qX#H%AsOQutFK-j}_>OuYB^!hWfm0mDNZ6 z<*{#0JxM1VEWI&0m7;9=+hEyyu_+&BA=-^wB>TnN_G^i=HM!Qqie|eKKbXD`4nJVf z$0Da_E8?{8eC9FK)jR&2eY}T>LaoN?^)->Lsqw~`x%VO@V9GcFJ0>fYHxD+{?E}tE z@k^<<2UGj3(@whGWmjU@2R}w3xK~;=WAR3E6w{=y^6GEmj7pY zMCZvdh79lNT0nI7ZM(T{SBgzYRKRb`g{Ag!9@CZ}%M;8-x{Lj*lx?O}{e2xmB>bCt>I;Uj?!UR=*SDT-}4m##u3b7g4D>ZYqdF=bf&q7<8gZ6X34U?uOgk4HQSVHHh4Pl2?;%|oo_;9uP zGm%Lh3we>UytQ$MGmouWWGYX@(&Ebn0>bRO(H}c_Nox|NyE5q)%KC=CVJVyS! zx&GI{@lgTmK`z!FcHcWn-r2I)Lza`F!Fn3FdB-!{V8al$;fvs~p$8mxbP5@tEjaA> z3OH=G)bB5WUH*4aU8*Jf;GATS!alezAel=68OnG+@(k`HgAm+K;PJMZ);IE!<&EV? zZdbQO0vG8`68wL(%w#X@_v~q z(%E+;-R6N?;0WD|qp&~Diuve*R~&@xLR3UanI%2R%KM>Rcj3E{m&*YoC9VvbqQvU% z@~(M#`WxNSc?(~js%Q0y)ijr;rqIWwa^}jFd+=0uv7=(x6NWjSNm5nLett~N@bDKl zRXsN{^)N>16|71`7|D@qC>-;_AS)jwCd^(VVQ3|^hKNv8M21yQ z1vT2#m72oLnZ3Y;mBS7@OV-x|($=fb6B_iG+NI6W5y79!L-3dl@(UY*i`%@IZmfp{ zF5@`Dv}+QqMBkev&+!x2CK4Kx8itB5$Zg`jEF|=W$w1&XN;9*1=tft!tSm`5ZOzDx zB6}OBVedpv67AzLF9~Mbrg@!cqXERu9eJJXl$q={12Z%!arrBuA7O4?I&UOV(`P1q zlI8F)(XnJBUN7K)PHyGpK9F|8T295$^~rDrdbIY%P_(Vm z%XqYOvu7c0?i`xIiJ2}x&Ta6_)_m-hzd-CS=x~YY6$>(VOco(tTH`K|^v}L*B>3rD zJ;e10;%qrpFE1QAyV0m?FCU7DB_B?b=dWHD54(x5qPu>!ncb1wFJ$0vOC41HB|M8( zSUtly^*_&}P5vP>=A)n;xRLs?$|pj`iFnHTY3j#dTHngxy`p+26{uQbRw%5nB6kV_ z{|LD1-HC~;n~V+Cd*h$QU>#0BipK^NUdEXC#X+lPGf@Y?vdBLWP?epRN(0*Pr#2}O zWX!;r_WjrC1(o=#xy?k1TJ5Q{s=P=dY&M3ZxKsvGk!Yu5bMrE|iQsT0=vkk?bNL@; zzjnOOJ69=25v6t=&uA__qt$%X%71(GcPZ-rY0kc+e$)$;X9zwMuAiYnw>fHE;`D*& zLbgZLzT4I*~LR#q*2Mps|kuY2vMN%7Sz3Iv&r^SX- z81o&;f2qN9ZZ#e46qS4(v3FgYUQ&D2w^;tb&hULZ6- zl5~n01ysyL%cbcq5G(FfNEPKqPoCJCCSKKQ%w5XT!mut|KLV1fna z%zLnsy-+-QV7*q1^wl5NSkE#LGIMhQO^wE&2&wp@SLLVy*3M&DFt+2tQ#*Cg2Ht#5 zsmQv*5lbn#QEEM-mqlYvmzv007~e9D^}A4+{J0FlgAd8+uMkcvYCqfgRItG-QsS^A zkX8xWUPi@HVclK46jCmZHt{pvu<2=`&?a^6U0Uq+*uEdpp1}k=3t=?E7i3eLN8B1) zEkdOup5E8;Q;$r~`t}W8agVv5Ic%3~ysid>w=Knp4J~ed3;;DvF8!b6C0X-@C(ZGkASiO! z!Z#JsVmtCui#`92WBQtz%8sNCBHqO7gHL|}NUlt)vKXs1aLZo>BbFwOG1i<5tLz?_ zz^Dd5%LW|`^@HcGrGUOzyH=9N z;wC%lWJ9#ciso}jG~0bXM>oc6Sl_`6~gK2oJ*bq$S)3!G~ODacenokf}HzL(?@|ycRaP8`I zJ{=O>_AR9{vZ9Ac;D1~LxVZSn;oR~8Ex-p!H@!oF{&0pUAnSNASKXRT%51DQnxa0j z@7}3%qgu?1q6DQOP6U`#`zWNYF$8LK6{^w8`02tATyJxaM`Z`d}$=8<>6shrwMq#h+ z>lmq0NczPse12Ag=7_OjDt{${e@J5hcebaGtu`>he6=lt!QG_Hb=Z}qOIfgd{Bkez$XZCp}~V( zl7m}|hdlc!mrdz6;#;ejM?bpbAf+nQ$?V90xrXy2#dsXjFa;x$#}YA{lY9(_uhB+q zjV^+X0lu1h@={7fnS`Yg-rC(w)Pp*CGjig~PeJNz3?eA}O#dDQ&{!V)U6c>6;u%k&;>h`y?g45Vwoco@W$+81nkUHTpL=& zpC+sW90y$k!t7*Fdluc!2rhQiQ&mmdrB|boF8}<$HLNLZ$7^p}8y03uuoQB9+(G=7 zz8YPn^W)U}@fy&{1Oax9vC{N_58!%%hekZJzfy?<58MMrWafw9`Z1>Q479xdA8%@O4|~9 zmX+IdqvMiD_f?S<4Y~&z8T;ss$4hi6Wx197jfEQyW7NVz9*IOgQ}_p)Ca22W>2e~v zhPFv1X}54B44gs18@tpVRO+w*-3!_1R-b#|0`yl@g~QKqaEt<>y)WPg>guvXm6m2t zLQ?9QDBGc!`G#_J&}`G5XX4QuCEH;oa@4h^3mQjFm?|?;V3JLK%m1?+m_Op)f?( zl>Ahb93zjR3g~(aT9f=*RiEfR%fx?j7`{Fy#FS@Av|)bxbbBec89tD z<=3hZB?W?n>rk6rWA%IHxuy`QOxMkHw5)T`JMMINJk`*Jf~;`j&pmv6OU$EJRNUTdsZD_5fo zncU5CR6<=0Q<)==GRt-@=SWmm3r`*p0G9gg?)p4Jv=`>wQQ9MQDo87j%zZmatid69 zGShX2_PiY@MFj_>@h^m4E>J7R!fHc{3kr{VyHd+hsF84uY;3}UQvqK(zZ}h9(t|SS z;I9;{6$gJp3tr$pd-#Zb!Bifbj9Gw`9VQL>4)5XvY%=xgrnIsO|AI}Dg+*x05(f87 zuRN4>mn@g_-YiYtK{P3i4bs?pCVolmxY2hI6>}@b@X!J>T2om%dlw7M^_z2eKY7+~ z%)vB6m1IhvFh9IrnO`wGd`YbNi=O3kU^M+5W3KI*7xSgVcW(vm?18K#hS51v=WF^( zFKKwHxQC-%WCl@ny2$>!CT@*G{ACmOmD~DYRXxR%Qm)5C32F&AxlxI6C+FKiN12CMm+?v_VJzRK5*?j^X~(~uS)$rsq87T=qz;L zdUCr-bq!<$q<@%_^PeK(|iWH-RISb0|4l2Xy)F; zNQ_v%UZ7+&L?=unRD?>)vm~Kv7kU+bH0&kW&_}a#z}dh*8d1Yv8j5!j|K$%x7x(tF zDHQSFa#{7T|1P~iHK_Bu%@1TF-iYq(yLM`BtMMC@B1m1S1&EhO8s7vJ<-SEbr-g{3 z-nZt!Bgt#ZTJ+D}OV@|OP(46k4#(x^b23ma51Fy%|vFRXacMvJZz2GYRS+T=EWb%u6x`aW^i zlhQMPH5uChU{@o_G8`I{uvr|NP(cGZzNm}Evh4IE1 zv!2aHw$&I6l_qXADp_Xn&o7<=v^i@@G^919!2yj|09I*j9^~1+ zsX14>-t*dPz%4W;kfEo269M_(*D3L|V2tnYi(y=t7t6Br)PP zx(pirt+vR8)$u}WmV&FZBnL9RqhI5E&o2WfA?E?HmMt?{%e&Xo!Y^6PYa(B4^mlwy zCY2}qTv7}3T5~bODZE&3Ds9bVgw7soUy(WQXj~ds52>8@YxxHKq5#|Bf8q!zVnfBA z*XEcN**mU#y&c~K<3EAjswpa?&&~!NuqtvU+DuqR*dbUd8HsbSzU504^sYgV7+|Sx zjvhOAt=|>+m<0jL&c||~kLJTZ49tGe_41hhj%MrMuT+(V*Z;O=^?Y}bJtD5P}gpm(Zo_4v95`3?CBnC%7Sfk=$O*Y|f6BjhP7W-tPqq6r$0G41WpPmoDY7D{g9| z^oxgxRJza?>)i-xo&5mCnMF%`oNF;6cc?2ADt2zb{d1Q3z^0!u`ynDQnTNteEQZZfIX-x2e8IQ+aoy?QQ~>&$*5?`&aTFr$XdoJWA_fkGvTD zo-k-|Wb#w0>tC3#V1jG>n1Ufpc<^m;O>CI@K>;&JVX{Xos6|U_d>gmS`VOrVe0>C{O+0c_@I01h>$6=+ASUQ26t#~Uyv_`_$@(W*xlRvLggz4zScM>DY1;2mma{9mHKkKB!I4tf`GK?8dr|wlP5=1)kVxPX-pI?7$lbK_~V~9|Rnf1s-;1&lD5LBsL@h-Iz!K^-Hyxc(@<)f`KX?02 zW-j{3#^`&S^?8G7xFSOtoSPq%5{qMmBCfvhnQ#>7Z2Fjh1ED@E9I5o^{-K4CkBjdG<$T1orbhe%^~xS;{h#A5(#HdGwr>u*}#xA%3@KfUAM1 zgfe3ZOU8#uD)glBrp6L-ls%-b!;=yE2jlq&Bj*mJJc(ony-?d5L-O3NS!E#bhF}iG z5@N3PXhSO#t%L*LGjGi09_<53PTU~e@W=i8crNecca%6)Kb+aWw?!4w7B8rrT2W5p zN=U#gFuRK$wDUGTS(qSw65*}eTSMep+!Jfv#s)|GlV*@JoOTWLkmF(JmPzkl9~L7u za0N$Ne6Hlt?D7>#@vv)g=Qb2#*sZI-doos}U&e>gj(fZx+dT$nQE)uN+`*zyLI!sE z^Rsz~r6|0h5_BZ9eA-VYSK z25uQ0+E59xj6Q@o1gmoS51)DRFk9+}AYM-4m2tN(1CX7AVunU>e9MEUzBu>n*rkiy z`Pyl^&|?K#x^RrHWz*^|QdE<*=mBfVk&Fcyog7sexB@R;Ml`Lb2ew;rZAIhA--G)@6^X`>!vU$vYDlX@?Fo`AJuq zC~~Wh3&lrZnjY5YKF*@Jjv&e%=%%}Zy6F|M&p2iMKG{=`kMC1HXEQp*vmlfp(=;%* zC#RKhP#mxi^5xM!sx>aJ@{?z1p`U|9h_O`6NM~OWpq&{WHbUR7V8bFqdA8F+A{MdH z(mmUkXSQ+KA(VE1^Xq0 zz>diz*rAYr{`)6w@i%_K?u8V?-U2Nq35h$_^|kkv-Np#@zFVWolqSGfD^x{|It7cV zW6i@OVnt^48s$P5Nj>l6VVp0WQ5H;g88gS*b0RnVOc~>%Qjku)=R`wGvbf)7JmwzD zQd^-g;UT15h|qC1{WuiuqMAogxNWC4IjO}%!>wB-G^tDK{_JrLxescS%i6gN4vRQ$?>c_y&VW`E+p|3eCq=BHOVpfJhW$8-Hv)$`Q6<(T+;D>gWu0+-n z(C$CnO4a@DSGBb-&-R%@q&QOAOW6)a07pQ$zhmXS|B|KRVSj8!%}27p^&j^*F;htE zt2UHOO)DC{y*R(8xt2fmm1SS~ST=s(FV9y1Ab=$x?l`U6SpdcLcwKxwBu*E9lnQJQ^%orZjPM zQK&Itrwycw%FH1(xSm=OX8;sYP`}T)cwAzeoA>oXXv|PUup(4>rFmRFxSb(+xe+9u zMCxpZ!R}=dD_g|P);7pD0IDw){MI3aZ?OvRQLSx{6u_Ksc&g}fcJ1s0P_*>`%%4S` zm)H6RNYUwtZbmR7pSepLu0ch6xOO1%%<8sogNoKHOq9tN-#ai09GF{PPs$`&kTQJX z)0iDS6PARqCy#}NQDHnsB5d><4}w6eJeQfr4M7lE)abZuu5Vb`8V{(pA~g~OHqd-> z9$NY_Wr73;5QaXFtk#$j35B74 zA;QK{ei<@fAc|l7aAE_*gG5V|C$}Afxa;CI)L_1wW#NR90Wy15aap+26fPxC8RQ5m zIznS+fYzf_bWJwE?N%ty&-()lyYtyZdo1adt&5tD{5 zY(FfT;SHT2J2y2NFcf|-s=}0&plOG5>CyH$JLXHq?hgv5#a9yfl57dI6Dr4%G1P!| zyhfJ14B}B23rH@-DK(ToEPEf9SxO8t_JGWz40E)N;Zm&TQPQ zea~Xzykucs&n!W~jZ!`19OFkBLhqB+Fbo3SNd&0zZ8qktqi;_>pKWWAzIi&~KcR2# zwA6G8=$yW}1Y8EZJ9*sgU}B`LQLh$Sw~PArOiY;?;~8r}VHw?f5Jni$GiyMhMM8MkVFOxi zF|JRd>9`&tb$%z!V zgCEaDfmi$Z2!sVEXlT+s)S2o>wIkkr6wV!)jk_$^rfQ#v+O-PGSFMhWyrOr36bX%c z7cw!O|5)+zx*f{e1G0j<#uiOv)lg56OO$U?#?Al@v55UJoyiVQ_uP4fj@`$I)P-8Q zo!rG+7@o1!>(N?6_K+5_wIkzn$+lyCWppaG(bGirR8lA`TvE4ARHOuROot>{e(bnZ2P`gfYh#A8b&>$VZfY7 zzA8qj_Y1QAZFg2X5bRsuC9F$#8D#d`Z$+PQkY)xNNFZjwr7&Wb9r=DXOjPS5Bbf_m z$Q-%nDs%c2ykljgV5Rv!SBo)ku8mox&;42UogQ)?(CH@3?UgpAXly9v?V?H_t8UUd zHg8C?r;5{6xR$UJXR*NC&_tC0ir@_O%ACf+YGQr@nUFA*>ENvDvB0X1%z73G$(B@! zUn2t`G`S&FOC^jJg@SxMeTSYf*tG}*!iLaAlFgGp8TjUWc#yEN^&1BXmWxHASt}aL zMj!14vr1LjvQevhCrB;Y9m8EXEo(|C11*0{*Y-A?lH?N2r>D%vv=CiP*2Gh5;6VhF zBVF<9V|1|Lb}%UPPHwlDySutv$_Ck9+gBNxau8xt|1{I|8H6vNr{pBlx!FgNE+61p zZX>dXa~s0|OweJRr!RZQ-`EzLLt{rs_O}k)u#zoZ*YbAZ#8~b~$YI?TG0Yx>4`zaX zDT_HrcYLknE-___?|^HS=sy@UEA?8zcMKgh=Ii9_&^h#y+v@V_rKeT18X>;Fy{~gv zTjy{@=uX*q=NaPc<8iUy8t)XYlRi`Rnny7M3&)2mxoDP!U|ly9bk)^d%T(&}QGdvN zna|KvysXin@-a-sbme{fCpMM90frjDpW(6BT4Z&iq?%Y9olD_R)5C7+yWyN-cwl zy9WvLPS@JPXncf&CV5dTiOgvJbLvU#ZEajc+~q#Aeax6qPbxtX6Q754Fvz?-WE8Dm z_+Da&S1EC(5}uJJ^RTH|j0XKM;?H{K?nInH9g*{fEE!8F#LMhc2AN0Vq z#hHtF++bF&1(%qgKi`0%KHq|uRdP%ALgd4$_A8=tr;7dtcRC8>z*U~VPegQ2rp3AF z=2*a|zAEdjik2~a3S~5s!oj;=kY4WV#g#Be`F*XO3rrUQ37f?tB#X_2P=cGAnYEaT zRJJ}74&Opx<#iNaC2o7IG5KbTs!$ld!H0r8PJ)Lo%i)u8S4nK;QjiOCIvgnUP=H)u zgfvXSENu0gZGNBC5*qV6v;O?32-*qvFDxjjqW_O4*pz8nRUfRag)@sg-3p7=LmjYGAXCpG`gvnIjF+fXoBw{L|X%{Xw*uPFyc4FIZ9$~9eK$-7QQX3 zJZkJSVI;Q*W_NRhNS1a(gmgwj7VcTLV*ZLwn9 z!6qvVXANS0^-6xn`8sG}j2IDVyT>BIufuC|(*ydXC*p10F67sVBzK|SwE;mo4ks7K zT<*&Oy0xF3wo73Q`7ou9rQ)R7FCY(R$dHg`lw_2>c9hf^6||ezB@Rfez--G5WFz90 z*%=Yl1J(N4%WGOxc)Rm+YtPSKN%zF9LX~}Q(Ome<2oOl-Z7^<5)Vy}57OpK%H<~Zm zc0y!bu3@n$+LHw(-rvb9Y|V6p#c$hvNIujjY? zj+sd7+TAzwiaarDxNr9@u3M(AV`ckHyfY#bsZRO(k=6{28~5Rj>_?*@i5pJW$Ap`w zD#6?g3Nmga#)1HTRr$d;!%pA-tT{e)541P831`s1ni7*SsgugS60^($b2(e}VVJ|g zLK)M*fPJ%!q5jdj_Y#}BXw z3mPv+!h6A=huqAWleyKqkDU>y6UrlpZC+e*%D_`F8acur{pjaEfV+1pWdu#PqNCE# zO4jREPK{@0Xk`|g)bcRS=4M1`?Bt<9VK?(u;pvEGL5e{3-Zb{xnS}G-`2rC8nPOss zA7$RQCU^DDn;}BO?WDH+L&`$9X(Hd31Nk;p%d)M5GSG<8(IRWv?m)h^L3h~^iW#5S z+xEkIwiuf+_4x8WE=p!V(6sT}fZWBnyy;m}c}~nPzh(#l_k>6eSJ~|vK<9s4cH5(o zL}!sA&Wn~E!g;F5OgKepJ9L1UB3$8jAHwIw?Q_b?Gy(nf926budGE5@$xTe9OsRZR+=UC99hzZcg2xQ|7bE%8vP+E652)QV~h>>Kns8r;+iovpNoS=uzE1hQRV zuLnB#d@t=$YxCuiXF^=V2m|6V#RCR*&Rr0OIUp&RVj8A#2kpS))F5RxojN3b3%QVX zi9WYkkor9l6Kmzjk>|{xCdtZ!C(zYXlZ}@m;TB&1vw;dbdYLM1RDr5eQqZ)_qy2h% zlqDNd6MSCjA3a2cr&o;Q6<7QoE-wLaA`Mbm<<5!oZHOm?JsueBi)rsxGJ@UE^&Bs&Uo`C_!lQH!N%KOnCDW_7Bg+(+vX zl73f5^KiVpWwK_^y;q~<_u}(vRqPk?tR;qgYtSAEGx4j5Dw59how-4&8o+&5rTOG{ z$3Qe_qQI=MtaM$eXRCLl|4n9y@Lq*ZB~hxjK}4#7gB0FKx4#GZ5^I>;W8{^a54hz- z(#^*ET*$zN*&Kn`9=okiIVfAUYDF(hYvmB>_CByO#Svv zqs;Eu!lm^45^Y}i-m8LDdl>E+D50FUB*Lu0eeGlozN76FEaHBf4iH+jj*hq_f zdnxBCP9_qsYe+zqGMf*ff64q56{_m}@l$pqwNJV^$W!2n7 zMi`;Zzq+c#0c`|4t=EB7Q=9ExlRX#X^V&@c>&!?iovX0LEu|KavM93ltfPQ^7TG zWKh~A!(213+Rk~KL*`Y>yjYVd;wqs{j!DaGt_4j^2RVU#X^x{`NpkA?qUILjY!BNz zDVxa-{GKd&`S-!x(-^7KHkK$3KuIhF(SRf@1W#bIx%RhECz6H|FYSmKof=a#lC(Tl zhs${X=*GG!{@TAM?LOWJgrn_u$3k{jrR!~SS57(aMMUYOOkvbvgUCPqwouxuap%|o^%X1b*#9+zxZIIhh zf&i8dN-OvOZMTp;Lt&%#G(Y`NdZc+LiHjgbS2f}+^}U~p4~YXt;g93)t9Uq)x}xt(eLAv zvcLzN+Wx;h^x+$c4-c=}@1_sK(E2rp$`s>KUWEqpY{QiLy@N8`)Y{4JU_r4{GsjZf zV0uU~jAIHR0&^-T(^r8{0#HFVHqC4Eqze`(E?e+(iIq<|8R+u34+WtVIuFzxnRhfO z@+)6P1g?c;8>K93RJkTDRgCNGD*>z6QGG5gf7t}3mIRc7`XEgGQNl0~0WG^)*aC$? zF#5Ilui4(a@Ct=STV}*EJnc_(?cv%qw?8@?G^eOPXi7|TZhH2h#cg?DQtuS1fhOre zgq>S{P+wd3MRhJQqln`6WUWtyGTR9N1%JFqVUKIoEXq+F3s5JJDOiZY{5AiR^(r!( zUCO}bHch8B7)Kb{PCq0Sxdb;wI&5i03nGm#m)$1?9~_>HCpEmbad-pyi`c!MRiu3$^_639oc8*6%!Nzhh;LFkzp1$r16igd%`>(hlaxwpMu+sR_wUIyh`*7=^;+|*x;kU*Y; z11-jD`|>Ph4o>>QeBaG+uwdQG)ZrgbfRuljs|)EaB6o}B>T+{fKZUzB-dc}7Q`L^7 zc-MfswI}e9Ia}P*$mXvFXl^$fXf#-<*%ffN?3Vt}`R)y6Pnk7TF<+CepZkA9(fubo zWH#dN*gE4w95uA_zOHC&HFS9@Oxk9nj|iNYC=FPU%q-F`qSGP5LgCQ!u6QFBsPXux@HGCg4ljH=JEK_<(XlJ#W5mPho#fiKMXWdJN@f3 z5tDoogCWZPnZQxu`LW2#Z3{*YcF`1^9P{5s%->8?4zv^PY!&GwrQ+U*Wi4FhykC;` z#TWs8x>cCb;J)6tp$I`aq%tIhGagxv5IPbJ+u&E9-$;QCM zaO5j2P`NetZY$G#pRr!t8>JIFiG38t{R&@;9UakpSO-@ms1p@8WjVT!xiTQz(GE{v zIL{h>TL|$W(vZo)?bDg?>5;FhCNn)b_u>C}B(Im`=K&Nyk7o-~vSyjhz}D6*^yNEw zNj;|B>AGBMdntGgf3}e-?d=N28>%cZPwFNVXSnDP*9yYNlI?AHlC57g3t|fAN=&eW zjJjt~ep_{BA-`i$gd{^iSgxNrTO|-csZ5N z#>GD#A?)$?L4t?vw#6+cy{NY%9;a?8cj|{=v+pXCzm<)xo)LcaO z$b=twGw&@V$9K+UTbv_@|DGZH;jsZfi6<%0_3p`%be`zgP~3w|IMjg1uV5&;$DXq@ zb>)|eTUNRTZY`BB}ZbY-=8(GS77TF$IcTYTch46YXOJwwIq3a#PWS;G8o;}ehvxO5?guQI<`OM7E z%+t!_$shwZf#a@0WQR5r20zo0h$~7H(eWJyP{pKFE8)*nvOFOTb?V`{iIR5wTMupA z!)xJk8>7NzE$s1nmw1i~OqUL8U`I~|t=*C1P?Xd}$c8}glR(qU1{b%7IuKP zyo8BuA2h_Q=vBPe;-u+H!lyUL+H5Z5IX*^1tN+IcxOpfrut;>GbAi9;8PeMJ9{it$ z%Fa2ZrZ`0G%K>rNag7!hp}0p@qjlwgbSot?70K{^Z#*=B1%XU0(Fv;9`xyXg@6Z

hayPE|nF^%OoD_>2u6V#@QP z+191Y2G831Z$(M73#DFX82I$H$3-$B*4e`}oM#y=BgDI~ZK+rS*u-!z2RRxC^JJb3 z22zioMrxI?)a<_93uJ0`@l;BWjeJOt*+d9i=Lk!{=^%+7p}XCvQpl^CvqglGtKL~e zoFCC}$?aU=1)sPd?am(_y>K8FoixtkZdog>aGA1pQG|hFcFliH_&mljlc?mzHnoS^ zbCv0P1Gf*Q{wX0vwVI$ZB7@BX*LNf9flRc6{SC~@=R;xp=tU&j5RyImzCPH>9FwG zgESM1O6bCkNHcIyOh6&jEaRG7F)QzX1|0~a5I;%s;PfsmdVy5KD@eRsw_oF0;Gp#j z@!x-5GSyIqUP=@WB55n$vpNSPPg#eX>PL44;#@HzWIUdlY1o`DNT56!QM@UFiAjcH zc&Euc2%w?Pae5`bGv2gg76!`F+-q6B`!f9EzgP>;Mz~k zW@c1!5!LJXC5cQ{%4b;MY0^%Wy;=$4F^}ZBj6M?f3QUzacWb<=UlI1|XbF=Y3yT;8 zb>lb*psaG$?<#$XM{Ov*@B)V6z4z$VT=~azq1>`aT^6(v6UZ4W!JfG+URSFzpPVEy z_RLAlCG_~x6&+6!NV%@uL3LfGcB_6tnt6UStqT4bI>eNh0Q==REIe7jh!~Me+zA<$1AuYwg z-60{Mw?QlqBPD4uXzdkzgoWopAOKG;?H);%W?b9AlVjlm5*^RY1Dqymgvgeh#q)#t zuHuTF3ux`+18m8a@ zd^n7ozZLd?BbSHQCoQ9tgbN<}mP#vj>X zDcE6?9WzZR{(VjXG~-_z6cAZ(MO#sYj?Z9DaVz}f-Hy`~98`joYnQ3ECMfzj9^v~Oexx=Rp0=i_m3Tl&agXoPTWU7 zbia-dK}6gU;=4FE^dH1zlhCcvzdtv!2>FIMe0wtJ&@&yCp?AWOLYqOpZTlZejelWp zkYjapnpjghBAgdh6r6B&#M+e=0yGzxMmyUWE9*V#^sq*|cYy=oWj9c8BNVNNk`Zvk zh(c)^AN*rZNi?XBX~1vsRMBxeP@WaOAy|w>H8{!I8581+QBS;z)2@W#iiadl;WwmT z6%PUW(nQEvmV`GYmgeEFMa_(9pjoD3?Fdv^$J{#sKawv08I*9we7kt0 zYFafk*@)0cairpHrqM%}cA4==tsq6@IU!PdN{h_7RE^PBg-XRA=MgdoyvUKserGgE zW@S7?i&RK>do2KPZdEgL->}RNQy;U-ds04%N}I#_J$CtS1z$}Ci>Jk%YoGPkNGBfS zbsbNr54MH;RMt*JK{Okq?X`$r?XD5YnK!f(mx3Phn-7$Iy~~uEXHV3`)?QBUuPT9` zi@DL%(w!%bhDWl_OKbF)uCSUn^J~p^z)w6*Q+k0I2`0v`R-ES|S}fQ(9T+s+>&g*h zR3yVSUVT543iEm)>@&;yT9OYaK7tNonr(oWLRBAqotK!^v1s}SN-o5xJZh$=~FWolJ9_MG}lF@*;!flg&Ha2>4@Z|{B2pn&L@9};B`mQ~)u;!_7p`;-jX0>-S zW70%$7TI`0NYmUcI=^T`f{}B@HT7(6!V6LZ=FK#mrAeMBjbDlI4hxIeva>Q{EebXZ zO!!+WiTST7|n@>Lc=%jsPG?++a z(WYo5=JlVJO;St+R&g%$FqkxeZz<67MCMbh+J)a}4>Qq41g$kkJE) zAoKkBHUzH?Zob#Q6=R&Y_m#W%$26UD4l9=_)t^W-GutZbHp0j?uj%iPn$)E>;1~)s z4ya7s($@m0sVp?~}iww!a^TA^OG%o?#LiEONlgp_c;u=gp; zIa{gh-)sK$4wHcaQ_d#Idq*plc2@~#a8^<02yol)D*gXE3B5CXH`*c$tmRzce)u@E z<|!R`pKyUO_~OlPom@2HCYEhkBI0;{1@pDeudtb|)KZ9+83zJRhSwUHxe(5EVIj+v z#YTX5O&pakHv1qU2YxW0F5jFC#7T22M!LF`>d&PY8UPhvEDtV&B}-0$1M|HV)osKb zW$l!8Ule#PP_YR^LLSKE4|KU}duz;u+qDGo>B7w}PZAKJ1uqc)H`OU!*J^tH`(Id0 zKbxme{T_-+{`yw>(AjmU6?-({OL=C5emMF#b*X+Sma?9 zxKD({aL;2e&oP$wt>R1#BT3ku+e;OusVF*kX(w+*Prj76)CxO-qU^UEwz~A%5u|%3 zDj)kkL>b}w!A|LH+gY5S3rTgfdzZ8X7X+2CC6VSAGcjVhCB4@NP#|Z{+Iv{g?Ty|3 zFBaP`@^)KJuk!D0NPTlhq1il(El=!wQOIxfA+;ysyAFO%B)U=aZcJ96?(I%Fv|%FJ zof(10pz8_F!c+X1m8)p;29=JkB3k;YIn#l`sh?$tET>(<;V@0G zk0bI&!vT%j^hTwidBe=hFp=$}b^^h2bZa3fD*{U45Z#U5J<}=HNL7Cuzkqw8+@y^w z$ss>VzpQg$UI3Jb2PLh@Cs%A)1hOuTjIErtX)s7!$C7@9-N%nB6*W=zRL+r`KVCXaN`_l4X0I6!xOC8pegwZ6A|8)+xi8U^|#cPOhKA&qC}FOMI5A}d8u@B z4!Aav?d!r7aBc}*%*Q})#c+jiQ|<|J64J>S3=Dl{4`wcuAxEZ+)4Z)Uos?o+&?#CF zGC>i2ICJ2CLCwLcGzE?AW!f)dDkMotl`WJ$K>nZKLWK>K-_l*;$&z`Na4x6(GT z$erHgv-`t%gLoHB(gc;t!;bfRqSsQg(Sgoww$U$`psW;1rK@CT?NmBzDSmmB$to@! z14Z4dMwqZ5bRzL%yac#|6@R?!l;;j}4{wJHHJ>?Eh(#d6r{Lsrb69Lg3uU4`-Z`Z2 zqP6?;!`G>9$Ow-Ml4s!m>?ypyo;0*7*6F#Wv^{<;xFADpzi!vxz-qJX0^8T3DaS15 z%l18gBR)O|R;qOQW=&o4xW#VvUIa|dmk}P%1sfw#(*prYjfhdeqLpFP^jwfIz&@@n zp3PE**+u&164dG97HL_DLWvb>1u))OiI%F*&M1_jmFt(xk@vP&iN3OpP!*+m2k}E0 zDC^SWOD8n`ZE~lQLJWLXocrM!F>pY%*R=WRM1VDSI`zRC^e+&Knv=?g-vx@NuB%pl!t^H>K8H}f}H9)lGg%0mnn+GVJxZ^-O^ZCn{f*UFAehivlUNOCJv@4t{e47v-^MG>94iv{%B=14jaM0jk#4>Iw6l{Us!PuC zo0n&oi3c@QSJZr~Ee3L7PI9a`vm0Z5$IPkzqBRzGpScAZ0)!9Z2nkFy%DEf zU?P8W%h6m~s0Yu^o-JyPc4DV@QPFh?1y?5uGM~%o>N` z-1TI#tiJhhMCmIvX)jWny&M$LqExv8x{2~;2kV9s;E&E6?*qx9kN&l%ZIqest+VspKzJ zUWQ*uUK-lM^>H(7rjR|vO8Dl(VPxiwfU9qXy!U4hy-T%;GZ2{6ajFH-Fk~o1A`AuX zYbsAV0$8O3;`X|8SGNy*w9{-mh|GQ7-?HMQHm&n)Svv=C^|b4!O}0)nO5r|&Lw@?& zw9lpr{;Py}Y4x~x5*44)>}X#97{BLT)8p%P%3h(@1Ja-sL6aC7(`WZt-10S=kB2=6 z``iEhy>K?I@a`4;#Q9Ei{@6RW&eRy5J;aU91t7*u1Xq<%%yV#~Xtdi-M$v}`4`s=3 z)89r^Vh4=R*J8bd$*{L=gb3TY;UYoPUnN4^;v8O?2z~(w1_4KizY`0K5#6%(+|(7@ zk&U25ZzFVAg#PCOo9@JRS7Y%Cz6)^gk|))@RWH9mxQcyPSoh6BO)qt#;!t9Z)((BB7T-_TwV3PI4hW8^%h8qjuS@`0t z($ZCld)G@H*ZwGpimgm8evOItUIVbEekITEcjVvqqVWj-ue*&#J7s&&Sf|h=!*N?B z*U3&AS*{ZtB2?Pra>-H9FtMX@r^I@5?e=ZtMv zT5X{9@Sd`ECTt49eVX`Iv1+01o^tltNpxq3- zQ2enJ#jX$lFb|5upo3nfYTe*SH84LV9F{Ph8h5Pz?l=PhVwaMz#-0d-4?zM) z7O0bHhxNbzVz$g{g9e1N2YR9l1qr>Pc9eNK7iGVK4unb*TWteX+WC6UoKiCeZ$nvpU}Os_!2310Em<^1%9_>R0w zU52mU2m-ZRmnDnxtI@7zV|%|?G!Wo^le%ilD-Cf+rz8jvKK|y_wN6a*u! z4_aypn5T3tE+ln!^ovrUw6y+xP>`&BI6HCtPzm&`(|} z?3F?AB6qwNpc;IKTg6N=RX5iM35F49T#EW2z(S|dDn5Kk?{T%-E+v(wV)yCIb<#wq zt+vjd!8mlViqHX2bK^qy7+@0JHrvQl+ol5(+>u@Wd7W==K|sEdk;mtbf)+OHnU zA`dTx>^S5^;_dOV$!qBR8g@W==vyd9Nv!}s#s_7ekNpDX&M)APO-}+TYoJ0{`ZIGF z!(A$h!AEiU%*uqsJ>F6mKb>3SJ<_Ub4%~CGha_YQvk|8h7J&I?g_26blKnKZ0W43b zKc|U=ADYm&L;wkPW8{!b=HCSx)e7Vm4Op2;W-&L%88FPr37aY$BrhyX4#+-pF>F#Q zA3@Y;aQ%GJKXG#?bcQbcdtk@Io^8Yi84a^=fk|Cg|F-#M+F-F4EQ=dGc-)}~bg1o6 z%e5__J>`_!Z-$IaZN^TFfoRDmB1Vd-V<{JClQJYtQ670#N+!@!)YI`Ia1So<0=zUk zntktOxy8a`QiMn=cAa8jc69V2I|y2OYx)rK^pM>Cp%4M0r{A&ka=!a=FOIb*9XpfV z%{Xu8-O5yC%EFzR$SvQKej($wQf;*f(X;gyz$x!Yq>NE{FqU75jR@#B%>VJERJc8i z1FPOmS~JF*Oh8$+PwAWT+J|!k*|8AAV?}R&ND3xfw_8o)oU69%BYDRqGtea#YYF2c z>`}BD!+tpTKAEA>ZcS})_*d+&BT}(Vl6I5jJK&4v8L}OdU`N^L+YUx#!CJ%g=bAoP zw{B#_bI9E)RQ64zf=5ZPX27vB#HXL{*!;#AJ2scF^HmqU7k(|7oF5)0 zo{t6Jli-%9{Q7F@EVc6#{aL=JgE042klA?iK4_)i^risDPsjECuR#dQL=sb-bxtBwQV!Q#dYjzw9rI1FucUkXl=LOpE5!n*xg zY^dz~%4c!U=4l_tEfUsffc=km2+p7~fVP_A6Ykf;{s6Ws_$b{`$6|MCONM4COg)+$ zwsy00g(;gU&=VsB{__kL(yvt#l-Vs}1AB#%enU8awDQL-=-9+=iRsvO za7HwTXl11oWbzY>foa~5;az**;9ggz=n-2}e?!cMB?zTBMq`euRXD&{q<9l*M=`AIf$~=t`e2sERUa_9V zVnv{>dgYmYP!oDM6T$2|`O2I|_}c%#!AqgNsopH<=hz zSxK>_OM+2gMC=v{_83hVLvsH1f_`r^6n-ObyJp-9$IN=wtidPWyeS7S;74A!ep=m(`#@l`i1V zoP}2$9U>z;UNBrnwh9)CO=v%#NsL7W_A}N#nw{Eg)7eW^x7ns-{`e)Hxr&qYCj$^~J{pgANp-x?dK;BSmV;F67TFsDd*?XA_o-4tHG=vIQ1Xr_&Aox` z5UbOyG3<#Ww!GB4{xIeYeY1Cs??)q?@TrFWAYp-q8v+jU)XUPyHU=lbyH?~~W+h0w z0)AY^2>ZbR#w`P7G0ZI!2t;XOJV@g;!=lDS`hYSVt8~;iB5Mkc0FL&kS^{+Z=M$kE zo*b8T8+6h_v+{P>KA1duz+EiDH$(~iY2v^ki>`7GMJ=~u{@Wa(US=ecxhn(OmGpLL zSW=M+y(^6oeohBd7R9u}_m}b*U9)?X^5?X|ITd}wj3jrGl00|(P+(%AcwwT5z7GMOQJ^Yb~Myu{%hAT-mmHphJ&XHaA#)Tw$$hA z&kTUPCZ7K^9?I1llWF;fjDcXkpHFfZT=w9MZ160kL@EU8qtvCaq8jW@vopgbUa{rS zmOG-o6{C>h$EG6 zvW<7VO0DZY`~>jTvobJH6jas2j9VK&68xW+r~AR?vv0okxE*oFAUpuIz&}p5j!#AX z&8+hrS6mZt)PQPKoZ!T@D`#b)jMHz}Pt1IN6)aI~q}MQMAHr@t%0cf^Rw_@j6W@%JQW-xxlB6syx5f05Y0AZd(uQbgN zi%bCPp{vUrnhX)UF0|TgtL9otKyPqFL@8x+Y*Q8B7nZb7x z(Z)vA>Zg&xJ)kdTcBH6Fpu7uVpcn%+mJgr)IzYl@cp zLAR>Sn!lzm`gt?dzT!-t8{$l!zY_3$n1b{$#>=O(_zJfA)@#sr(T-P85S=+Q0Eu#| z^~O2OJzQFd#`|WRLz6hxX62X%GNb)gj5HXffVc8MjxwJ1Ae+CVePcF;GQvXlht;}6 z?#3;H{R_zv)TF+ua6Tt^f0%PZ4MA;Ln$iGRxpA}=2cL#&9p--?LOv56oO7r}JDGOv z(GEGdDHVl!R5_YlrqE+^q9o>vi|}ud1W9?+xr|1;3e98G_t=(7_>VZT+2#Li!R9vmYb( zoUq!$-0A%9uE|~4DI0;bgXSe!zD%YPySm))5!EOe@b=A5-ZXPOnnJc3UvT8P+F8jy zM;ebbn=!(7v@x%oLTMk#=f<;z(DZo3cEy7>{TyMOFB^{2TPr^fq7H>ZX@EbPzy zug}8nvfwMq4h@43N$k}an$tKFUX0IF9s~2uz;KbrZ>Nihw5BI&bq0>yoFsFH?Jz4i zGt=_T4Zq8wjuAR!uT2AH+4dH5B#H?VI#3}*(^u@xk2ZHDPKJO(Rc~V;pw;g0U;td) z-?^0Km@^(nL#@e3kA~ht(7E*-wgFbpuzaZVHLZVHs3J$nlyQa;0Y&Tx*bwZ|Sc#3- zIpUR)I#-100#BJ_4`b+6b?u$MdApk{5*6gl1o=SP@i}BBEF2!wo2DDnM4o<80G$*! zuhDZGH)kvT)H$@EG{`83hMntL({WfA<_MF;M{*F34Q=c(nIkaaIu>;dqD`&Glx<~} z<0hF>UOA}+!UGQzeo4fcX<(IuFvzKP0?L_C>2#EEx;wxyrMhq6VL7@iQ1~e$g+(2{ zN=~(#i0MPq1#~e<$4XhuMelM1cnfWZ{f_!SqJ-W(%j7Zh;CWhJzs-KbU>jh>xof|`}Aq)N6!Zn=pA9ld=>xGnk_}xGg!|+v3 zncK(oq#$B4HxGHoevaZ<>o6%ITQ*(D425mXUIWMI+vjy7UkkjSk|ixz(rv?cYnB^B z06{>$zq3sm!ZT=jqtDHZ(RFhJ`*QYzC~7X`z&&NMJ8($f>T<5D*|KDB5ttZq=s-r$ zwDX&g9dwf6vvFzX>i>h21a<<+d~lM;zmJDaMc_zekp(V`yfUXs^QIgj+8lbuar&+= z)2=sR_WB?kb8sNwQo6t$3j!e#3Ak}x(7~laK@L$92+eK+1V~)?p$sHbmAPi`<%QU( z!2DYo#QOQz*n2l65&U-h=B#9P8a3?pnn`#4sfMaTP`xV_2{GO+O4Wxr?PS8vQoPR* zBC}mG`3%(6ZCQL%2n)e$n8R@EO;9zMeF8E~D3j224&hOQAyXOr>E`W4eF9 zZ>70u?E{&S^fbb!**C)03aP`x(WVP#mmSBszweii!MR(R+sDE)BY&h4o{7)L=KHtv zA2Txl`6Is?wka#XznooM zW7c}C849-#I)3`Bqe6kKq%Rvn`R`v6X;d1p!h6vNbsYY_8?goh{GUhQI!yq?8bU(eS_N2o`2BGMA@o-m-{UT{`)n@39ytCyxy4v-Mm&VSi_ znCueHeEOMBw~lP6wG`&%N2c*gYshY(n@f7RgzEjWT4*(A>V%b4*c%}e=-HppD5SGL z6^t}l$LQl`tghD5YH7MXIM&Ymtcgq0KPMVJ9E5(XL<2=j13YFcxj^E|iJ|V5+!vZI zya3$I?0!GUz^SB(Em>StCG4dxqaBT^hb0R`9ZOHL@Y#_)#u%cTmLdKYTJI(mFgJc> z>(r~IBp(sfxID%ly`-j$7iE&4kg(#fUO%9Qw&LM36%LAX9EeuJoNq-_Rw8b8SYM+ z(R|2~t{x;oE&V0SgQE>DD{>M59;xB>^d}9 z`T5VktlGTBoQ}A%3$Z@1Hj-?3Fplh!M|v@FvpKO^;{r4(;qgtb%c5eEEVvk|^(y zm^*O2tkW4~{5j^vjp}<7Fnw7fP1(2`N+Mlgk~tZ!!{ylqV5kLD8#L1JZ9woaE^2V< zKyPsqfB6D0&H<&kEs10AN{z)`d4iqJc{-HtpDeroX;25+a-#7@vqlIITLwWnK1F_- zlGXEMKdpL#3#vo_$_%fz#39#0nQg{(?ScbuTn}rvXL2z0KI~2SF_>^_afd}JZkCnW zF{-%&?ZL6kZh+h^q;UatXvilXh11`k{AR56;4zNp%yBCJ<;70=%r~!M@hN_A@oN_Y zP)-X@fo5pVr4I;0HQrD z#!4j)kwGq|!3Dv*@7S}49!%MRVd?!VRfpkEKcFIeKopQR6M!rnw=iKU-O@q{Rfv4CpzLOT;Ih?DT8h;3At8?e*KfH@dqA72cGBL zJ@n;Czg$#VdoH&{rA?7eO7Bp^DGxUP{Cnr_UPU@NBGEz@SE*!?Dhm6cXYzT=LRaVs{>=t;)wsEuu!kO;6#>bF$=Zu34AzWnGy=VV_ld9V>!xp zf+^?>XA?m=tilCuU@hS@&;0+;TwbAIA(>q)mTEC|)?FVrs1l}hupB!ijW0Pz{gvni zuZ3*X6@413=ZaKmc@yaFbA`{;MN#W9o@(Our*^{ElyZ^1C^D-*fwc+oljPP>E43mx zJmb~)){qYPrO#dor@}US&r5M__6lb~3MvcnRHceGPL{FFUVe2_lyeB#>16PSM&e8O z5OkJ)_0j3ImNHUl@p$f*ZJrccUOkT7g}JTy=0nP!>s+wv;qbol^8ymk+Vexg|B9u{ z;zNh#%|YFCq{ z17-7hd!BHGfZV7@J`Srey*2hd5aErH>PvE0^R6YX^ff~#xUe5DAF=_=5n6ByL?%=F z3I+93Yzr?Ccf=JWQew8Nw7YOF&`R{3xshUIPx}Hl5*;o0E4Dq(9c3@q;_dh6HTft1 za zTs}cvM&&M07;Y+f;|86|6pe6En8qv!`kc_x+5um8nA(3+8glK0BOTKS7@!H7ujXU@QwTo7f@}gPlXpND2#U{H}G*taZk$5B>`g zk~bNGOptG>if8&vNUL@eSaxL0nhUlF7kWjoViT_Nw6+8XG>;U<>dXQ-9Mks#<24)A zmXI0fu#GQRYW)oIUS@^(w<}WROjJB%aItq2C~Rqm`f7SZOI;79TU(P^U9r$C+-TZJ z#qPV<2a$>|tZ93BCp07sEi5@b$B~y}IdWjHqBI6T$fH`k<5w+59t5$s(6Atu0-qr& z#)W{t1)%FU4+wcwtB`I1wtjw$c-9=o^elByvT#j_)1^+@SsZwre;)we>m2)S6l~GZ zl;{d5=8nzo>;EE!dahyk_SS)UZnn(*eEbX6H+gbge1=zC|`)=`gGYzRd3LT z;c`P4W8Q^2%rqp{Q~@d75P+YjE`Y>sroz%a@L)d5atRCN|JegT`W>bFjcggX0;xp8 zhU6ABBzjbTRP`l}sBZ3sIi{zi`n)O9eyANFfUq&ZaFv{%6;Fil9RISqWTt-(^dj31 zE6g0e7F{p|C4!Oredrl|H?sw22z>iQF<*D1b&HMNoD0M?U#6H7%n7@kgyc|^^MP*G z%WjOZthLQ1`VO7wGaP1RT4ay{jqye~wupScC;7|*4_OyAO|Mq%2U;41IM`4`j5qBB z0f`;(64QWKgptO>H;q)J7}GYjR(??x=CCZSgjR2Jg{`rAXPSNtR>wRv>On#Sh~?_| z^F#*KQ=u65S_a$O%3G z=5wF#vS>$>-&=hD<(PcyH*QfJYL2$iR$z>ruk;P<+9(cHcwM~~vQAoBEwA{}WFRut zT_~NSyz6d2nsz)hu9sey>n2L7!eD>6diUALKHG%D4=lAi>NL z>*Z~)=hmlMH4DC|UNwD_6H2Xx5+^(=SEQQTcKso1Yk^8w2O#j*v(G}mxQO8j)!+~F zPmoA>I!%@ zP*8ZMb&$rK=$s?&r%R2O(5`G_5P4+DE#}e*+elC=fpXg!ZuU9@jMnT)8_d8RWC8GS zGeK3-4qtDwk?5U#KxnJOM!hP(ES=K7QD2NJ0JuWqN;{FVaVJ7bU*If#9IH)m@%=b}??qdk>2bbE9V6YR#H z=_p(9%KHX<4Tyzexu`vIW3r_gjYh$;A-V=Ury|#8C=zgQb{yLCnJ9G}s#m~x#-a_J z1>6KuG`Hox?v);xRYX@%pbP$D9+3(l7w_9-P#2UcH%4~NK6V58wgO^MVC0MY;X1^} zZW_cIu}jGv|8k|GE})KdQ$}V5mQ37za8g87x#z`Lc}u#Ldc0*2=SAdm75T| zlo`B+Csxm1O}3>inh;Dt3a(@CI)fg?rP)AURc^5fh%FJFUZ}WoK`7X~$6@;pYhbr| zY=S)&OMwQ5(P6N>f2}$DeN_hB%fLPhD#hukeV!(Jp2Ft2AoZHJ|9EdvyS{+;zWzz+ zSF13u(4%qSAH)w9dwmm1td&l~0Z*7F0u<#1H_reNt)rpQ4EtXJh)!W_zSxx9X;?dD zt~G@YH7C#na5Wr5DIKEWxGKszQ!1BG>a8=DH(zidwRM+3uzO-`?f~lwYo~Exq^wEw zx0wE&OsA0=ta6Z-hc>XsXT5M1r$&_cF%fx$47^PRvwjcwpl4Nx&lziy{C4(zK6(?CNzp{VK=e>OWQS3f8 z%v0h=&)w|Ftb6;9UV=RXGY1_+>ho3~bFo!_AuS$piHa(5LHsS2gnUv_EDS;sD|Y(D zI;m5>8ha@k%ZE4Th60$AcMRt$kejBUfJ9QoFUQj_`hGY2AM>>w1xYDYv|0=|Y5SE+ zxNe8(>Ip;nGjEytuWWy@8KG?9Oakx(kiM}T(JCa{qM06CNsjRleru|>?A4(Q_bY2_ z9ohtAF1-$k0F$;lH04mgQWY%KsX;7-6mr8QW{DJ-0=BVQ!@Fs3LB=ib5U#Nj@>SAH zkn5{-;|XX2D>EJn)aj=O&AIGk!#5l ztWR#({?_$caL-zGhS2?UE+{hK?~o8}xYP^1};A6Xh*e=QSG5UGluHJTvLwEeK-R6%Wbt=IA>?(}}?3FArKa!kDbu zc6zAdQ#$J{R`3aodY3lpDf={HU`Lo-r*H_bFw(*Bvh{J7S}T;|+?ONnkAPmUj@&!Q&wDw;`w{dODx+gnw8K_iW83Pm=aHV^=Kkh2Pk5UT6w|w57@)ro*|iaBU_9H zen>j^8r5<+&xz*#)L-L1o!LLu(ulKhhL5|q;ZPJ`%Ru&U=&+*?HP4tg{fTjji+2j0 zy*sFay0RMaXjkHTK{hDe5Z0FecGmPnZlyVmGCBdX;xf(TT5WqjJ9Oe;r)D3H>rG7* z^h@sSl9DSvLQbl($}C>Y3eKdp*!ZwQjHg=-#ZHN-5Q#MLKEU0Tue8~GSrp3 zUD1JOh-x9nxNi8m9vX&nG?GU5+klJYoAfsk{HI4tuLklRm07_6MC7vn|WFNS&)24BK9v z52<)d3Ug8WI8^!xsw~Lq4W5R*ZGD!pD;(|BN{haS$kT;Up@tR{#nOKW@Q}P^D zRc%=~N0sB>47#2`L<_a;T@>7&92buZXW2qlIMSM41ykNTVo)Egtfbp8sMAQ~qT@y} z*fAw2GRFb6#tWhG-SHC*5T2-B6lS6!$EHtfKSgIL&PP}75oRfiw^ub>ufz%1mUFA4 z9bg$7P|<}xAJMpRwdOZZ&IT#{6feSEkl1%#CGC?q%vQNEXMW}B+rO|rq27L{;`^SI zPo12&vN6hKef+bgQIKf&BX2Sz&lZUPIY073!gfiFdYWWx;}!dcd55Bs>5}u83#Gwe zzpjbg{!kLp%BQeyBHxDH`0Rp*6A8%%dTSS~N=^<(%Pu3m;zjPdwp?7;)$6SZLCx{X ziTsM%MN7}E@x;5Zhm)~S%)b}A=;HYj@g?jyYTt)_9Bv_1L_`9xK(7&+CsbfUt$RF|*J(FFSTL zc7AlVat?X(f@Y^J(9`5-(zp7DDg}<%FrnCJtur<6u9P$xpgp+QXd;g2(#meCcu;IL zMYyTGBykg77j9~S*?Xh{a*-*d0BFxC5ypxM<#&MMJW?D+LhyP~Nl_Vf^@A?6?012L zmoSHUpu)x5zzi{oLkLhx>sX+1X4V#o~AZtx(2(e?$HKU zJHoKQe^^L+&0ofz z_mh`{IaAeJSNFrnR9in};U+C@hz;lgO&bD7ZsJ%LiMGzrQAly&4$q_q)qlQ$uaF{l za{#wLf+Wz4mU73~07}0Ij!ci5~WQ zR4-Cy`txg3UV4`Cxg2`P$1J|O=_P#+UF&^)SHb{a+_$vYC7+&o)8aPuG4|$ycSNl z6s4QU-IO2F39xhZ&=(D=G1_Q+y9YTj@iS5e}o3qjhbA>Ml-4K4sKXq|DX+~2+G1_aO! z`Egi>#o46OmHhYv?*1~R5n!iS%wJ0=2bn zf;Zd`G6x@BLu0HEHb*hM5}AnU5dupCv((uvR^R8&=ml|r#}eW0j~|#vrfM`}7Gv}(bZ9VaJ-Q{&ER(gfHNFz(kU-q9vhg5&hw&C@_<8^h&KV)~UN3`|N%@m>@F#~3NDruU|y7mz#e z$O@d`WPPsZgYT$4VQ+xx>DHDA=;0fWa?DEu(=+AqtdDq=*O=T9=pG3gQ{7tf`AAd* zQ6t~!OjK6FTS(>S%{*ZNy&6KrxBxwHs(`RO|Xu z$M{D^@%1R<8Cs-mSx=!UGxGVFb*oOO-+;ahxo_{W{s;Y!1TKwNKj}=3iEVbDifaunAiMM1QB# z9OW#iCQv9i4786BGM6t(6gze<*s*hugjmxJz!gz?77r&hcbmy6>7#(D&H_aF^sJ3V ztMoPM@Ka&*%ZQS=mI`%ffB9~+_T!2YmjtjzWQDf;fyC{}7RVtq&VVcb# z^AAul?AV?v(Ma6*t6=?2khO9Bq=UWEn;4z)Z3q@`1ap<_P4~n$T`^ySfr8dQ{d7nd zB()8qLtg%sGWM8RpwpdZ&y@68BA(7J0C((m=PKl))1)2R_sFT~!axTNdyBLMQr(RQ z_xzX^_l}7ewKTglML^^jh{?r0eM$n6bmGN;CC1- zu%rd&EA!obupY3DtnxlowimnXGW0KzJl4+sQ3d4?<5xLjR@hFtvKsbA!VOT6nns!g zl7QS>tvK0qWosx?+j%=syS1Lm*D*pt>FhX5m`eGQN`c>Y_1Ckk~fcX?mw-gaY#t~;I_gKX9WBX|7 zplK_LdB*uG5ZH4BM<*0e>4-+ew}D({XvmEaJ<7mt#dUYE=sh+6B+Yw!A-_KD zs;s;6{^mg<{)(l!6?7igufv_nqCH+lOTg6>a@?5EMB>$9)$SyfJN|JfdTxsVMpsTF z(ji2(>PU|6h$C$6VlON!`W{72%3+CSv(k+MEi^^h8f5&L8&ox3UYC zEuhyZKr5DmG`WNAcILF07E*vd=D^irb{j8_Hn3XE>DB_Hg`uz$IFqfEL;m$!L61eq zU5EfUM=cg7xgpl@6e(^XAFS#YE2*!fh!FLfSpWy09xPZqA&QGXekY4op_Ejf%9pRP z7Kw{+bKz~Fx3sH39C}N0?abA)W~A^oEYp(gKBhmpOIF%>9NK!gXg=QS&)a_=ft^7C zG(Zk=TlOZ((_zNrTFjb<469Ze(yn@l*XDi^3JL9Tg{C^o^xB8x1(_Z&;H0t&DTWliN* zipgVE9eSCNa;hz!fzYfn5$Y-tj1_70^9};zSzVOtoQoINE zY*)h8tM~wlECcwivve-nb7F9IGIJb1Zg48#_CMjhXu~3JwbSc}4d`i0YnT3A(Ua>4 z4WjEaN7{*``{b$SY^u5)Xoge@_o38D132P18k85iU#v5?l zVU$UBO|4;w;q{a=Z7!dO#E|r%q9)oB6VG1J?V27Vabz-tcwrm!4v8r6qZoh_X2DJO z9+0)O9*Mf@BJ5ng7`%%Y=tVkP&*0EJa2n)Txa)?X6 z(mNsmF95i}Hy$>Hx`6pzR(k)buCGEKZRY@LLa$JDnh$`azA6FKm*1Rb(D_p}IeiRd zs)c>V3OwZ}YIl!bjJ^=LvMX9W30Fc?4Lkr*)1|~$2?uV}7#)czB57tw=$)clk}K6c zRH^%Mu-pX&@18-SYky2=%@H|PPpo7rY z+kgM9+cXa5cOrPTX9A?oJ#=Rg3?0IJE|5%&NOLAEN>_njTAGROj$`-Bmwk3IVKp<& zdLqjSwv8k!8})SXxbeJ&(hapfspc8Za$rkHT`sDP|4Bh`9QT4}q4F(A>-Rv-~c z)G!u}pn7{-oT8}!a!hEaH~m>WCE_yxz^;-jyo!Ex9WRcYpIXRLaf+e=1c$A5<}H*6 zRu}3i_WrCWi7G1ImZWCo{&`?RCs)7EiWRG~UR(*t0aX4-GakmI3OBx(R%5P;iQ0^p zex^ts61h+jhI1i%z|qoE4Y&;frc0hP*<^jQ7IW|CN;a=sR8GMVLJ>72B;LxR65A#% zXjy~SScR-?ipg+yH5?i(?rIv*DYLVynH;U{ki8aneMuYc z3hKx%3v1PgY0VmcWKE+a=}F(1Lz0#bqK6`?M~62sjD`?!YIcxZLl+g5K4^J0gJ7^gG5> z`Fh<@zYa)!awXtg(tTKhtQ~cz0XA#MkKHqw74#_XLe*zQK+>xQMCpd+WIDtZUc@c} z`;06hxEHZ|`%irAUr&5WyGVPiD!wcCqf*==#bcFt!*h-73ohjy0SHUx@WVSVH{>(0X%-SE!k?X9B(|3r1Oe*tZ!vOQfi6+P&g z34$iF(CG4V21=9V5Zj#Tk}lLB1Q#ES8wwR_j~@ixnx8X78CrY7AfD8&_wZ5)eb9<- zN?T#ud#?4vsc>%5rED+DrgWMVT|aNJ%SrH6`@bGUcyT~)e>02*#S=tGWJUoIf z6(%773NhtSk!N{*0A;MxGrUXdN&zC;O*tVDnVSMZ3j6Xkz<>B$<3|e1IsH}E4>aT* zIVNJm_*>L)>dy``>lu6^79`+j*2;wl`aG7F zy$Ii|Ij0TOtPkCVz&%>kP1MdYuA>V1j2>}PKH}+fOgiN$ZbOG)Z5Plzc6=&+CB$@V zu3Ouix)~zCr-w{%&Z4ysG9J0q>uw6~%L zy3n49hsAnVtqo=*f6XQ0Dv@i*Mm;1j)>c{$1%)Tr-3W`lBii;nnk2y4tYC0 zCls2?Znuu0SWH^pfY9-t(+r6@;ts-cV9{fRUo}gjVx{-OoW2-O?{oL`K2Hn~2UwA; zEEoP)TfIKeYVc+YkbqsPwyMl-AlF3pod#l$0e5({r&=oxedeaqt~N5WAfN5M`prpB z2xqU{I@p`Y;LUz6Z}#8UdN)C!2JDdMuOp`dBnL@B`1^&Fzh_DL+mSK}9p{@N3Y=QT zJ;r0=U9SA?m}=B3eZWWGtxg)Wpl)=Qx;3z|Ld=Lo*~;ejww_DVxMs&x@hbZ+8!r2< z*wm~ZwkO@xc=Fdw0%sD@?{JGyZ5hC~yQW=BCf{kewBraxl-$<|$Z z1`fGXQZNr{YlsR5I*;kh4sE5KaTQ)ZYul)TSumuCgfzE!Ci4=mEUx?(bo(xk*y8ay z5q>|0M~61H2~hTWR(rJ=wG@mwf+P^owTow3V^u|qWLmR);zz~ebqe^o+i+P==~bYb ziYO+RHs>z01Uv#HKcy}!EXg7$Q`;_>iw%Z^_S010(-XI@&bDVZa4m`AM=@~`gV4G) zd7*t{B@YNM9HP19{HI^~d7t7NWMvv@v8Ybj1?uZ4mV)_S)R5skl4I~)4}ZP>-TAB~?%c>c6+ zGaP3&W9)8s#VHyAjQvamd zI^AIb?$W^|;2BsLI3W6J58%@1BbI>ea=Fs5{V6iZ+7uXxc?b zfC$g#oTA^z$3#QO>o^oOSL>-UJI)F4+PZ>UT2U_6_=NV(AQ&y27>e-U&ZR!wYvK)# zh()R>HearuE$S^!^1~_r>fm67)0{4TZe8Qh}^XksnuifHbAi@-s?T@f7g_nC-ZdUHLN~PPl5DCLiOWURl!LS zeozS!^tFWWVB3sy{rofP#3$T|yXspDEi{OD5c9cgkG3S}o>-pXk{tuxwUE0rJXY{e&mz_D$9lxY2wvXi@EWlmtM#T$eeUfg z!i+TPoNo^F#T55$%~IGnm}kmH72KvC$T<2~j@FOmqMWYP6AJgL%#y06m(JwItS8-; zZqxzLg$UoK6)n``4?+KE7RDCk;!z7xK>wbcedtx^t53WaBi0e>R7WKKoo&f^LVm~C3Al8zO>qlE_W+XYDkNX z%nB_IQoeE-2PebrveE#zo2Jh)kUug>901^=^dszB38>SZq92s<~Iyx!2TR z6<17PwEoAEsn=7okFHs7u`-*d-SJjIMcsO8TkZDgUVBz{=lOBzW&9eR?FYe36~?<{ zh$Gh}a+kFSrZ6#>0~4sKIZx+DhXQOl2;O5(MijdlJMq#O zx}WClxjH@m<@q(*O&H2`zQBwrK1bo|lxL1`SE{0|Qzx+3Tg@g{nvhc|aqgx*v=T#9 zu^24Q4=U%6Id}h1hG)-D@AkK1&+>&n`QCLJq+Rop`5A zu%#BUY{hKcn@p7feCkImzW%UAb={_I){uq>fTx4t^=AvjzRBaE2-_2YK_5b>T;)=4i$N-OFpzSxN^S zc`n!t|7(qu%+8LDAD3!seG#6G=lyN2*0|`a0^v7o{4RP{>ogkS59ViI{#qM7Y*&i! zsN(pz`lCf&wMq5JeH1p(SZMY=B|qVZ&mxc$kp4Hqy@=!l!Zj|Op3%N=2st5Jg;~a2 zx%b#3B4K)qj9BL7+=^i8;sxIw_eHtH-L>189_&Xfz#(X&TTf)D#9`q3a8h$!8?79{ zC0VHnf&@8q4s>aE37}&p3RM6pfj`JTDfBU=Uy^{hEG-ru4*U8*9P&{mMCGP9_OEz|15oYqR5!)dzN(|p)n8LQfMdZ9Z@$FC z#g&*UOrG*pyX3)M%~WR|?1>=yjH#E9X1nI{@OEc3Q?|Z){C7E)u4u7E=hEhbOnphY zoqv{vYpDhzC{q3tgr6*0o|@V|1%!}u(joj@IDP0L97=1HSoir?#o$Ef=ZVS?QG zm@o*XZAdx1r1G_|I{n&gM}qZh1FW2;saEDn>k2^fV=a%az?ZJY?hs+JYfEcj&dO=( zrw10&Wu}DjCGEu=S=)aa)RAho)oaB{3G8NvuTtb>O*}_%kG=@^N1c{k;6I8U-ThkJ z1|7MdO$0DCi#NDbhtvu*`dXw6Fr^&wizy$?_d5l}pk51oFL!j8`)kgi`?Eq9JrwFq$oGt4%^i0T`OotYA0-Vd`k)zHZL7Y`a9HS@U?tU)y zU~P39CCH0actte1aajFW!&Jh%Ocj`yHy)_mxnm17*G5o3(hyNCvKVrAsaEIMZd5ly zcG+B-Y3^D)^Oca@dvL$a;f5v7e&E!IH>AX_{1lhntO3b&e&ik-cxo<`2 zp@JE~59fvRvmFeth!s-^FaEzERmJE_0AB-5nTFe2RFmbV~);^7w%kl2MP|A+n;w zNkdI;ficoj>r*CI=5m;$%?E6+;e(-~+>5hBTmJM(g6!;J^mu}OM&DC9;r*=AmbXL2 z|47yd0Lab(v)2EdEQt!1o!zn@*s|l&F5H{8YhR#yh2oK(dsm3kmRW~UNLw1UDM@F_ z0vudCI%=;jv3p3YTBbL8>T8PoMocyPh8|7)>w+9~B%rBXU|UD%hArEWCK51<{cB@r z^5wWUIWFGe{JLPJb&dr(!RGiDy6xZ;YxF!TPO)1Jz|c063!UiKf3XZEM+R4goyZYj zZ}+z@!QWaNRbpGjjSo>sBJ$~JZY1@>y}t&#Ft1krV4xD)nv$^LM#YNpc}je&tz04_ z0uF-Wfc4hf-Aao|%p@@csIcaKfIbN@K~?bhPM-GWmg*oc z64W-U6jpce5F~#+fsR>J9ekWKS43vI%j!{Hmc(>9(}jd+*m2|SxsitMfIAs$%_pt4 zul(%ivc_yUB%U2$<=i`5$cEE$NGSmON)aw!o12XOu|>`Ir8(Uo#pv`Xc|etDtK1Mf z{j9DtWTprOEN=K{+CZ&FpN;}~Q3%!vNsPcyX-?1w`!pQ5ik_s;O>FrqKmRf<3i(=r`i=CaCxRh+`=6Y%P!`* z_Ov7--5T9+o4U1fN9?CrL_@zdty5BdZVIgXxu<+%D2dh_lE^s?=wpwyP762ItK{_;mtUhOpr3_#ZJSX-2>m+LDR20!3EW%1ov$6asri z=nDs&QXq+Cuovem<;06zA9H%s3ZLQ=$B?_xpnPRCEat@YdL%{?wOy`c<&3q#_;q2! z6zg<(&Tg^3QCMc<+oXUq(8X8ZE05C3@n|eo9Oz3@?&V4*>BJUpSDPN|LzQqBxo`-C)at3A_IgNBJt3BMJb(t^}AW8;{IFqror! zq8^$=M4=yaB-qN_Nlxb>}rZy}~Zy$%n zh47)7;Li_lX>z!7zz0X>zh-ZDGLmjuu~kJWWec2v%dKi~cu>88r#H|N^7s1#q~zaA zFuyr9|C>$a_$vYWx>h9`2Y-+5>%s!%W#1TbHBba`0i*U~EKLk_6WPBF_~&jpzhg1d z{vp5Pos7};VWLuhYqWqkbQ$H$jxAxWz6glf(h$?8H$88;cI-O_4qT45T?|=9J8P^7 z8OaFG2{qMG5q3IRq$2DgCQ3=n3COK4Kpu26CQ*cmYelnP1x1-FUvl4*s|2bel#I*3 zbw^;^i7-x!M{!~bmxYLOg@&>V7Ggl<1(Wspu4Km!7W|%@!^=!%#f?XSQhr{3wE<*@MESZXobUQepZakltzHd7LW;drY?!9<+cBQU4Nz2f;W%`~H)K-06WKQ#c@5 zhT!73#XY-l=lmgV6b{hgL0hEH7RJ73a<d=`tl{%mAy+tvRYl=pM|lzxuTE4 zWi#m8!>T^~019H9?lk#&C(i6V@>^1HaUBja5)eA5bW9>Ruwao<+z3nIokjBE=3-+v&Vo#6le6`Dlu^9EH${ z`($nmjv^!=%%Xm!Ompf~U>&aun}VX4E;1r2zwefCsPuA)#3whV0>r!;-hcNsk(l%K z2)BB?7=HtZ#&Bs{oK46dx3dL=hq+>X^RvKl#U~V#r^SN>EEUe^DtyMZHa-E~wj!Bs z^x-5zbTtki2hgsx-wlt!9AiaF@KCy>DSJ5_KZVj>d?Oz) ze{z(PST&QerLBk=n$`8z1bP=OvPF&V0pp0Ba{s-?%k*v^n#2BD7)`oRPvZkSrkaXAa5tmPCvM0fRYg zg8<2N0iMDP+}m(FXSfR7b^IF+11o6O?{Okg_5@ZwvtmF;&R%Z%cP#^V&@8!fR&M%t z@dMG?`yfsVGrAGqcyY6MyPHKl7nf2t2vJcahvI0AEBtoAS9VLS&{lKh9V=?^OdS5^i>V6bcgMVf0Ew&6am7UGm1= zW&d9(xX1yfA#*z~X;_ODB)(A?-67eH_>0IL?^2^X3^_~4OG{+KJOe98SC}RAQW1q& zru?LSN8NQTz93ei&J;79D@dngX3=9|gaqnIInhMBYu6J%pxn2J#o;jP#P#AhM#d*^3Z#{~*L&_Y~5A?!`KPY4@9Ir5Jr$bvv9$ zJ!bT`nI#uQblb(^@}-a7p#$m;2(A6Z=)1JeP;9dV`I4ra(A~zOx!$yg@416 z>dE>{qQg0Pxhe`!S^6#*&+D_D^K~`S4}^O-65H2VL-3*w;$#p- z(3<&-#SQA+V&a~+4zR2)v?esrW`Jg$eE_F3Y8BqeGuK9(O7ZdUpomI{yLTveo9q)v zA6oVGyUnN2_Z5HT)Q(R}%1+&?vSTG>bHb0RK^=S;U!Mdq@d)=*qUdx$L4`WgmV>Kg zh6P}`caSR&LHb}aK<;Aia{1k5cE+-hvnvFrrlyt2;_|iXEZnqY+T9akeIZQ50)y8Zpbe!^!(dsrNvUu&8}+>-`&9@IU#VDlSmC#W(f{s zis#-13<)jz?54Pg;*+u8i_5L$=(9^O!0~jJCrxMBw~I!ZRgwQd#QoiblJJ;$$LS2jJt$1PuyJ!yoKK-5f>9az=QdIR=6Bp=I*bvLVq@~pDr@UKe zFnY?`FU+yjGde+%+GTVc+n*FNkvAD!f@|~G99BJPr}L+$o0J(85JmCR@xO9mLRg7x zEuG`@Hapy0t$7$~`w2HNH&DF^b=Fk~1(bhrh7ZED=4O%z$bV8;A<7(_XHp3Aw!|A{+%Q9`IuQGO4McY+t=-R>D``y@C>CP%wP6Rp&Cb!p>Kfe!PiAfPv2@#C?htffxg~@vz9Zw?;*+w{2<6Qx@Aqn( zJ!|iHMw_-!sjiroU5CfLTr`G*(4)MSyHogcV5qm{(o|hJDc$H3xlfqyV3DT31l#aj zYGY(W_95sE3D@oX358=HKT#o^gt}IVY&Zx{aR=-Z6qVcIDL%``-?{F)CO1vjeUGMM zt$$v`m@o91Al5$v-6p(t-eIW399JedmKgKB-Z}|VWWb%fy~V$@J5KV5vbO`Qkz7VJ zwazv2B2Q|4Es2K2fjlV0X5W5W?pL*d8si#=kz42H0W8alXZ2ObF&6iP=nr6?YcYqr z@rc@iN0g#~`lc|PSS=W+&~Guh>oubSbUD~Uf3!hg%%w?2ze|sz{Yg|WSD++Jc}{5& zn*S=q17erPqr=iucVA(xXyChFL7;{;eeo!KENvIfk&n z&$)hHSe-7_ka?4G%p#*#fy=Fn-r6Dq4ce=IS`mqZnfIBm^a_)4l3tk{G%%63yJM~f zeF9lFMXYr4I)&L&OrO2DKr=}M07<2{9_y~KJW~BuM+iDii+l0~tOhpA#|;Z5b>*91J!IX;iN?(P~zCkAi*F#>`i!WQHQ#N&4jc(~COkgG2VR!AFzW3yPF3!AhN&{1S zVo5Ium231dF3yktLMgh#)*6NK&Vj{u-d_&&@nK)i2Iwl5wN`eI<$lwi43D_Zdx4h3MRJ3Cg#QuM0?sbEVWr{aRl!ogR)?;2V~_XvFYpG41p_+9dpK zc|QvYfG$MaFS9z3V@<_bRwlAeG|pVK>E=oG>{v&D92IZvtg5h}ZthV0$V@+gQ_tq< z_O(1Y z<4%5i_T1BVA}JBLC*nSppNmZ+)}P#c5=#xZXEx$iyi=+8N(^@8HDl@2MA|IXH7mtv z{x|p@R+atrtVk=w$MLz5A^Kfw=h*{=c{>qk_KogHGt91v`gn%te>@ngw?>Lq-~w8@ zmHPW2Vt&WI2pZm)jrwbTz)!jQ6L5Yh1Z~^`v6v6kOUOt()Zj3KXe{ z719LkDBqd)6kI4nbujckW>4qHvn^$k+-sg-Ux9|)T94|sgy$TR6 z1m7}RSv7Y3^Cc;ulC|KF*XJu)|5#*8Zj53jfOf$v9z76rq_xgbGc`Cs$12UUHA2y? z>E&7xA{Fg^$(s>5c1X=x=hfi|@iLrp%8)+LEbZV*pE;M(k6V0pteJr`#8Pq4t`a}b zcG2HhsNCb#0{UHx*N~z*1MfYfpHyM-dU@_s7X;2}AJUv|3}#Pf3$7-ew^F6DwF$!4 zUytSzbe%={MWdVO^_V^;?$z~9ncz73Gk6LBr&f9_$c@!=9fL?}Rqr}SB?DYHr( z%#8Qo5`ij$vnGlN&GlxN)gp8QuUef5Wwj)oHhfRWDRuu#Ph*hLd(jWe^@W@~m9E(l z>MFx@vIVs@42C(l^oWconTh+^RJ3mnP0H?2tRk>Nh&Nx5f6)j}VbT%IU7O^X)ybU% zYt82UjO$|cicakvh7hjZITJFp+GX_BQ?Vj)GF`9}q@~cgm(ut2_l9vIua<&2r@OS6 zR-WBN^OCdvNinRx29Z4#pBhfDKol%kD?0_TB0`7IpvAHfb7uILQ?)ZzDF@~i-j|c- zEQ~sME2?sPv)v7xg)iK}Pc9H=4vMYEV4wOK>`()A3jldVFK;a=0>*LjBy2+PaCom2 zhxM~qejWpn*ZMgNUucHFt9d2NBy28^;vu^U10ez zR>D~)eL_%%c@T=AMq*}pGp#aRO#(f+N8G$ZG~4lSlnRY%6rZ(Ozut$7r%uIR-H5H5QwC>F6wU;@EO1er4_B%PC$w%q8=t4y{ z01-GIpcr$j1(rakbCQ=EYs zeTrv!+5Yrkxu(C%-nB6K4G?%k_O9#}6)<@bmEy*-m_@!w_a6?fne*6fmN@p*{Er z37(04Pzl{P$+K(C%wI@5_F(Q5QSw>vl-Z;yuX6GyS1XW-JrxNAhA9CLR3|t1jyCU8 za=q(FZH{&UuQ?k8Ue=Zi;-}mMY!~Sp_D8?*#g6Nh6;dndn^2E0Ip*P&sG{b+OIL}) zJj@(abo<2wTwsWa{iT~^9xbAlBLSA!)k>&R=z zYK@25!5ECHisWWf@|;R;ylOOIXNtO16wmI;U36$XzO*dgW7PXARVZnDKRZxuS6Y5o zzb3TYwiqMMFXDz6CosgAlH<){HVAhV83b+Cu{9HDR(Pdu1Lxh!A^{046nko-v{1G! zNNK@Bn%(>M9^AA7&&0*+;>1aMw@M4ES?I#OrOOi#Noh!X(?#{(nuChVL6U@60Rhrbqi; zXAQ}c#n8pP-)`v$%>1&&{0){R=2^VfM;9UB+HI01Kq+W_361$2Gw$l>c8vxpmmTI_ zNvrzEu4F3!S1?aE#GFg->Zd(-h0pe2f0Qkcj=U!|gw)y7$op%4=%;f=&9%J$5SGjJ zHD~k7tH6qfz|SQD=*y2Ss0TCwGK$OlNYf;3jMOtQ3{P6MA}%5ighfyI6;?uPdMd1v zG?6P4xNC|;Ya~i^M<|#I##l2^Mn(NOCHz1+aj?hpn|8O22}0D6^U7S z*nx{RsZVGW)%02LMRgy}ksmqHlc_-T`A3UVQBusf3(mD?fLF^9k9HMw2-_f6sTT+# zR4Gb6+mOj@4t+GZZA?yVvw?`ch|=p0axNx|+iU=mkoW78hhd;;7hV7rXuaZsWpQcT zYr0VT28TR`NFyL%eEClGQ#2&a5vk{g`YA4qh8kGGa7=;_L=}t%k!KoYtL#$H71G>c zKbG2!I3vr~o(B#0uH8rok6Bt+{tnRqqN`J(NnALplF00V2hqa(c6h zRmQLYkwU4f;4AZkip9sLJ3uRY@94zrQ0{QXdNH@BYHn5=WqvHiR+lJ*z^b}hXz{ma ziqu{v*t1jh^W#hJwzIrSJ7#Tm7}Yx_{q6rp_I^_ZWdd)$zFP<~z;AijG@3-_^;pyn zTQ7_Y`wW)ANoGi`%1Zdy?ZG_=kES4uDDHMd+5ln64sAzlHU1({Sz!s0CQfHOE99t= z7Im5|5xz3NG)g0x%OrB=v7J&L$Y=53{tdsZ7Wgm0ltn?%0;6otY4#XTEUaYdM<2s& zrc`J5moAKz(>!-6Bpu67BvLF9eQjFtOI@F%9MhJ1cNV6&2X{dZ)o%r?6#u zIbJf#B?U3>kj!OD%LJm9eb*C8t@|rA0nH^E&mWrDWw03BB6`h{fU7~E?Ejq?#6+kv zm)qJ@aDK>n32n5=nVAD7!-)XEJcE7JyJNy-QkEbuMte%-Uc7qS4xuq}P&l!+uw zTq^l6tGnG}Rc<*`8JP#qk!*50fRR=_Z8uYlak{JWaztuy;-FBB8b9Lo?B>ku+P*9r zVAjw|eZZ^^xZZ0f^E7RwIrQ%aWt*X_;*c1i8wPV<# z2XSMAB(Awv1tXVqv0snv%X?^N-j=R$6qm>5_LhWMyGe5D&Tw|?M?_{k{p0*%aa>oV zTKU#W3iId&wbUQW4)+UjFCxY3;J=^yt0i)Sb^O^`<>C)XJ1`)eB=!&L+c`Rx2!^TvKQ+u!amv z4JYld$Nj2OO70Sn1)&pIXp}vJMa~M?S4itw>8x^$^c&qcr`G^P#^Os~1hv38;Ow4^ zkn+Tgg>1h4;fzY9Kdi-9LR++}-dL<;6MQLMjN=(B{w#>z(MKY6_WkLUdksJ$FA3!C z$@$LAz#1H|K4@9`o?fq?9C{O>Id$c?y!Ya1fxRRBz0;#urL%e4e$!H{y0+pXrzVl0 zc$H4r$cEy^!laXfNn*vs<>bw#o=lGXlgb@9qRfFXDYLilib#10Y7yQIbJ+kl3`L(+ zabkDJv9p4d_p=60WU!)b_^F|MQ&8&_Szn6;0&zc1%mssQ=gOy&*ZjxQZMb}A@|9$P zxV(eWX=W0O)*(dq;)5~TbwgbUMe(q@&_<(+^^XFQi-SD!OKX}my+h*e*+#fMxV^Zi>C#o7McM~f zyJSG_is0ub}jI|5f~Yw6s9VTj^n)V0#P4=@YKL)l6B-Dnt8lxVK0d z|Mha`@B?uxt2I>R7CddJ6fQtjWwe@z*R7&@OwoMu;nl?+T#+)f_h=-@tovvJ%}fu8 zF(oBd>OKzu=StHk?>jfD^X{6|xZUUOnLo;B#KPGyfiOLZ6xPG5$7e+(=Zdq_bjSH$D$ho zrgSpw*IXhYV*p1cBy89S;B5;G=842s+1!)(k->C8n3^@k27h7;6wrdd4KyfK9x^KvnRcbeD z0C9i1(zqPv;)eEPTarQCO+cu+1hs@c#8bLTUjDG>GI=}YSzD{0l*)xzIx}W-g^pO#}UPM*o1B9_gW?p=Kq#G0!(P=XCo^t&C1eET=7LIFjBe6RxtAH@qTuPxt zTf3x#TvgfW)~noQ2fOp!@d&83m2}eLj838}E~tAdaI5=)kogaVMXpllKa3R=f9Ft$`&~ zwJOy|>LKc=Z-bz0Bt$Zm;w;(m&c%SBCsYMde<**i#4TlZS7&>-Bn#JK_SOTX9t#&@ zb^^fQFNK2nOrT+e4q9c})rP=UBs|g&r}%2xKbiUGeD#*2s0t9_^`O1LCqjd=F%1)2 zm`sjH;QDL_mR2&Dd$BmMBLKhRSoF|@Cu3fpHVt&==sm5uYhaF8E{@`E%R=DF;TOi` zJV?G-ss7Um6pt>9FUtW|shM$cJEr)Qt zF&T3acQdLLyzvvo!ucKr(5{+;|F)p5YUFXz{U;8?IQR&nT&N$dM5fz4>)r-s$Jb@6 zr_znALKn#@G}|JQiEmecn4UdxLS-k5uVC^mPCU!vpmq7p7DE;RLvFexoK`hz=i%#kSnG%7 zVK}6Z0x!-kU`a*h-I>x#Q;XEe+qBOSA!^SZhcs9f9^}^dA|$Id-}*mu2L(nex-lX# z^z2?+mW!X-+2kjy#eAbw5vJD{Q)#D zo@6}vrmi3J$J&F`C>{CT@YT;4%nhE$oR}R_g|)OrPsmg5WDipcN+yU@hSbEs?3#N< zl=!6z$y{FQx_+|@|RN$AK%NxcqP@Q#M!^+F1NTTxS3R*H|zwOlUqG zw37qd_k@6!XJo5lVmHY4>cmM49W;KQ6@~zvJFO|(_bnzsH`Oo*t(dr>-4tmgA?U5! zbaO+y%drVQ=mPZrXKbmX|6NKveBMtxt2?5fwp)A^KW*VAi_|~9fnX9ztcr?@yv+31 z#NEwKLtNKc>kHWltyyr)A;02|a6o8Wprr4f^OJTBO|i(-i?VS;t(=5Owmkk;DeYyP zmk}TK?2yaVei82_OhHCrNrAIZMT;*9O{wZ2TvR;#vTholU1kP>q_f7x)UU)EY!%n< z?pS<6-hVY@`E0f9-aCh&JU&?)lkcE84DIH> zQ^b-mmGkXL6?st0oqnRYFl0<5Sr*OxYIIUmFEEev@ni{ob7UjZO!Xi>M>ZBjA!K8+ zF_p@W83LxXVlC6irCsja$Fg`ftRl0p0AIq3|i^B8Ho{`EL%(>0x)Kq0|+5748jKUOAvH~Y{`TFzmqVc;eU;mWso*gUB zD}V@hCs3%OR;dW<%x%N($b7Bg4SUB5Aq&x$20a?w#Cj@rK@pyT+H@#nXLWSlwsqAh zFHf#n)BnoxgtvpG@-1+}HZ4_>v3?dy`O!Rz+sMO16TMuc-lJp-Hh(iCjGg`LQYZ|c zKxp~&$#M@{_~UGNb1pX4sS%3ivyXI)wkp7Mzc z%D5G}%Si5!G%DfVe$yx4jP{Y}gzUMLTLq^-T?Tx@N9-^J5R_o*dRs3@k2K=z0dE5h zRp^(a)aBzxz-+}E173^Ww{!e3aEmjj^YddBjCTcwic6yO@=;?Gz8V4M1uUM$wQA@w z*0^=fLS$J}8HkneVrC#Pm%3x1vc+&^72&TBzU>?^m(%k}lGn zTD>~*Las00{&S<-lFg6^Vn@4=8yJ}qxu9`O!dJQ~Y7)t@P)4+SPN5NY@w|9@R<7W0 z^>B7i5N3mBYYF3{+t;n6pQ^+kl?G*qukpoqKvM{)3C1 z>E`|BP%Sti3p&#(SRFgn;r2@d__4{rF+H*j%!88LBdw$-(E?VW`&`UZjKGH2ah4S~ zKO&WX*Xx6kfr~fTVBmrWYcy>&p$iwu?j`r2L>81Y@PiM9!YspqsG1ZFmAeg{J-QEB zRsirRv!Gm)46$~|Mi&fQ*OM~@Z->Zj1N3)Xa0tjj0}~d@;*5L07KSgEx4gJDDclX% zzVItP$2D9YqJfxv)YB>NXDnHhj-nTans(k>jaNYxF&!B=*o32>oS+Nzy9@ujv}~M= zl-A_!c8bJeg)Gio&%;h<#iK~`ZGm*LAj+b@-V52RoIv|8hxSz>Ir5BZvna`*9{0Lk zM^4{ka97)~?wpAlf1=k=z5xh9E^6?da4B5?6kmwn+G|jZ3Be7ed>Qj!%exKxiovV= zKbB|{o(98gya#C9He990&>*r}!vnS0(Onm>w4K{1!Ain;ARVkzVccFV3d!WYot}u? zRD^y3(&BuELqcmOm!GeW$oqd#JWS6So9F?1prLA_nWzW+fQGm#2#wW*J}70oY2j#8=qmcL?R8K^R;|2MkxRH=JB$pplLqvY#d+I7$LZM<5);g6P z7^>tSwOCb=H$yrIujn@AH24cWDTi87u@Fra>A6`Vv^GR2D_d@!OahJ&XEa14E8h`3 zV$XxK0sN+Jx`UE(!PB#Te{Kr85Oy<)2ujM$0l9FMBIi8?&q`ueX3 zb~VVz%p@B1u7~~0HQXi%5l+Qe98b^1S)$QHB%D5jL_@d)Rk=7T@!h3;^FFhESZN>E zDs$*KjMcXd5BkH(G~8dv+X%jT*HgLlQN%XnLO!4u+{aL$S=$35)T2Zx^@5&_ z!raQ?><dm> z>I_rnS<<4Jd<39%2Un=PrY zB4=xxUibM3#`_|n;==_H#%?&@*h>nGTlXm!Kd`@9gd6-d;szhEL;T*TjFb3$YNK>V zszIx8n7>CH=CAH3%_8}B1ANo7bvwA=saayAE(7OyuptILR|dZIl!Z>e>}q+adLCj*??@ z*A%HO&`b;<;>vp(7AZpbCUb1j5q%_1{6#I=(skH(*B7U*yuE>Ojj!yL>)3$2&1jE7 zTv$C*>O2x4;l~~xms&d;dIDQ(F3imZD7U-87q@4el%>^!71rs znA$f&JV-Z%kdt+gh$63BoV5puHjBz479ABsI$?NZ-G?t?xgt^+ruJ<$57O1Ksvf`8 z?+H@hQRs8Rp2w%PJ>9VQ#^d8d6HjEq;943JNB&wO&JjXi945 z=gJFEx%K!&knUDeuQ0PBl{pS&XbV#1L{__Qy<4eKn}!3PtD!NKSF>`y|IALhky0nl zto1Of)*#hPWR(YwYC5I@4i@+;1i2X9$n2!?iCbb@V3hGx0d_W>dTa~*ffN0J&#G$6 z5#*kR%TL)Wej-Ty30mKm9U(QLJxG!cd5=W44Zc0L+Ij97PTQR%#7G_zEv(LhDY zQf z{c06hG_aG^I!>NKjna&x)Gb+o^=>=K(c?5KgfQ`sZh&qD(An-M*^d*dm}Ji|8m4;j ziYg$3sL3!)q+&?cZWOVoLN3frK=O96ih+Uoz=zeZ05eX#B5>8wqV$n0-LE7xPQqg1 zQm;ysK2!1g1*yjASWLYi+~?ZIeqpn5Viuiw>GN}mH1YqE`AT0R|DZREZMGG6LHn|- zyP)oKwbjcImDVh;q24SP^q6%_^j!O=!bGput~oP|tBuI#tyzF&voz|bQ9_?x8l@w* zARS>P@j+)6^f~dzgFdGo+qf#xswaDzk^hj<(Z6xZBBVg> zdkRUcBE&nOuL$u1&x?AK7r-yrvY-f|jLakC*(Api>M)e}oGZ(T(~nKa z#LV$Zywj0~BXMs$Dpm5ziS#wnl?7EO`%)BFTyBYrD%9B#kWZSjpxy>%8I*@nKZEix z$TBV8(64y1q!Hp-hLgi;Bh=x^@|%_{V_W0_MZHe4{Wlz0#@4I>-&>slz;76`jBR`d zd~kI(5})*AIq{fI>X=g4^*XkdzV0ysxLl&X#`>|KT@LAWl+v#EI(xm|?Qhw!3@cm% z28h=0=vUlW`kS8t14LUg{tue5w2kWnmS6Ri{g=F0%xn53Yjhj6>U{JoRxEmt*#DBG z9#J2~e#ePL?-2WwlGGvUyTjixV$u7<{<Q|g=n%hEN z&V(hQE-LlA7A(C31+Qbmf>~FU`W-J3@>VYS9(V}%K#o`m*BKCfU`&oib9BkO;kk!k z!rDMAM|Y5Z!G5K8r@>nx;mW1UO8t_N2&(U=_lboVgsByS5bstmElMBInIJF?_Ztg= z33Dqj;TRC551OywUXev<5&(u(H=ZNBWZYVmKA?YdG5~J{s`(U9&HOlc4vEr-3~Tyl zG7CG@ugXojQon4y(tEw=icFob)Gt|x=u`nE`waN5>Lim)ls=&RcgpmEO$kFXl z`k?KKh?C#US5^y^SL=P9WRi)}2NX$989QI(qPZSEul9~TQTm8gP5<&$fzQ`pPKh$W z@7S)0xaVT6IM+j;)uFXcG|2>Myr%XkW1)9i=+A-ckDefX#;K+Qx8FI=PdG@If(l1)But`h-{j?!l zn(sWnU>(v=+O{ET0J!uVee88(Y?RIsMD8PxQXA^!7!aio+O706mWxER*1sh;O8TA5 z?(xS)=^VjgE{4^Hx3sBZE>V;|Vo}qBiB>SI93|9z8T-85N7i#R7-)_&Yd(v8+H9qV*P|exQCNj!3W(TvuVH*3%@z=D8 zIQyP3ea4@rKV73`nF0oGK8bzWYNfxpw{gFYzU$6MT|>sUg?u}|(U)^{oO;SqKN@y7 zaJ=AG9`cIzcAu4BuvzJ!OxtLKN8e@Vvz8%acN$aE+Gi8w>Mk`#pMi}J+>UXO0$KX( z?Jg^yH(43GXPrB^mOXc|@@pH;%NV<{Z(c-?h|x!FX?m_bZOqG~=MMIN++qa=uI(Hq z1?<1YVTE%I2kA|;IjsD?!Acurb%5wZyTQsY`K$EPo(CvTwEL@k+FoTCd47QWM7zDp zP?eUIsXI;DunYRc zg!aK0{>06K(25ud&LZY&X8jKs{$BB+wL!AsQINuc^|cQgG7%|yqJQG?ac78hag?l# z;0sDuMzyadL7mk&L%4BD!!*!9lpzON&X zjlSVeqk_m|X;jkpWAlw47$G2zrAS~XQiNppqOv9Smu|97KP;4>)5L?4a{6LWBL4oc zW)vK=9V!Ck&h+rhO2f0~fk_cVo)k=(j%`$II=0WnrepWinnb0DNE8hx9T(4~(;331 z8T4F=sGQz&DWX#3VVh>0z;Fzn8z3B?Hs=icIU!Ms59)X=4(1k zT#%m0<~27i!>4F&X2)f>Y;OFZNWnn4mlo|f`P#2Zc`f#9vadz?n!szRPQI><$kr+| zUc8-sTvIcw_nXiYVw08YAQJX8j(te+jP`L!XIN66$TOk=0yR7h4tYIkWOlEJD``h5 z;!4_aiumNbnIIgXh;uWQDiesFyfdun(@h}U2-O5ga>*Fg6%R|yT>)AKeNeWJD_yZt z$Ca+wspHijl$?LhfU*Pi{(73?VNG9S{{3hbAGN_5wwh?D;=nDW;)~*I<+RgD4+Z~@CgxzhR`8IX#z(*AE^nfm?3~gNX0@c^aoK|z)>kkY5^AV`YWym*Zcn*x!|EzsP3_J`>h`M2bx)Hw9LAh>H7GPn z_d*+CsmW7}Ku&gEcn3+TOl_G)Dca;x2ZqdYFG{m8w*lFbLS;X%sSHx%1L9SRmv1{m zff3U~n}|{Q`q!tPPFugH6e&?|tymPdJRL{?bWT)uw`JQKRL58C1LI862B-;#3)13c zMa5-ZjUM44T1wnDZ7|G8DvuoX_ zV-xf4VRyLcDEPd-hz)52qUSVtH33%Dkioo?0q(*B@`V{2=uS&4D8Qa`m><|vuc<&FjbJR zi$W}<%GDUAnWUgu36rf{%Gb4l5d$qv^$QIe+bh1VnUtiY(U3Icz_16P12?XB-K$w5ktoYEz9}qEKJs|e@Mt14kKU(KHEStleQpJ&bX{}o zJtvyA>R*ySYw_)cf_>xIi}vFU_wg8#bAnl`YC>;@Veku=_;4y_ExqAUW-VordNKG8 z`?yGqDvmkW#A8hVQ;on?Xu%3vrTunO?gbq)247ag1qYjT47!gtep`HZp}n~#IP%$yO32E$wTW=|_GeRr zBh-OBqbj?yLft5f5zF=}zzxo+>h-5_6%PjDyneLKf9ar)=ceX6O$4c2pPh8=187VT|M z1{!jVVuOB4=M_=gs7^tb_ARvH=vPbW<@pU2bEx;=NCMO&@PJj}dMTpA6dl^^H?sKj zsXSoW(q4k`Fj(D?a}#_8LDiyI71O zdyRLf-YNSXuy@LShi&z&p~VeQVYuaPfC|H{%@}TxrRqBx4yKL*Hkz7dlrTt4pMxJQf7(bqj87mmInzr@%=S3jKe-RvX%MvkA@ zv}K{inEBewbLHRF%`;5nyD|0}t6;B@zMS2AJljuzaI(%mEHq-I9~K%h-T@+sxV*Jz zZ^&8vOs;x)Ubk?I_zusW2WCssvG-Lu>DWDU73tVLbEWCn{i=%7aT1Xz8g4o+pG&8` zhW=a@kcW#eiBOI4b5ZRhCQo^K%xg(UuGK`O$iYSNc5`r1yb*bJE+dj%jjLV@d@OUT z*T~_`p*;CsUT(R}hot0|m22!(Jr`4#vxm8vy*Iq*&szQ4Wr3oDPeBvgsV#adqHLCW0p}mIE0uD?;aSK?n288w+?Cc<- zz`_P_U_p-?K;gVlKv3dJuGni#6iul=mbQ8xw||O%#N>ephQ5`s`5QPa#LZvTTN&|G z@Fx_segh|kxb>@kD&1LEx7X04(>8d=jbCNf?J3vI_8Ll8Q@gW?yS=J%-P7cK!d|2J zu-wpu-Aib%5jJ_uUSoZ-4th5!roAIFEamXJG~;GhgHc>kR2*K~5gc6#_QMp#rM5gN zt&GB@K46%_d>q?rj0;j*zo*o20-^v5zt$i@TI^x3GIpC|OL}Op5k93NO5|E4LQMj6 zAS_EJqY=`*3XmZk%ULkjk!bNQiWM4SfsPb_NFXmKGu+`KpI$1H%`6Nfq`Q zBf~V46f`SgYD+;I7%}kDw8CDaHwDe4bj2|NrK|JdRM~5g?`v2J>UcP)b_p%d2D)c_ znTdB`3UXa)d1g|&l#sM`${U!oC}I-LpfSX@tL2$VS`K66SFXMYVFWU>*ANR=%Pi3v zA+jzM2K5be&iEo6uiX_WvNWi}9$5@Y>waegGZv+T#CyV3!>-p2>TuRlV&pFh`yzyy zR`DJ~#B0}Wz}h23wuH(u72W@izIF2!?R#35sc`htg4A}ZK(}-csiPjx738*bs#t3o zo~7XH@JEBxO!f8q;4?+Tqv7@%L!OQ}Ybo>S)CWvyKYAg1jgc?OpS9K+E<_vNpz(NP z4-1W+$Arl#3{C zcFHDMJBn7`wz$1U|L!Z8wG^lU9!32RD?%HzMW|}ls#+|EvzCHd2~o;R9dM=c)aBc2 z4BIhR^VAesf{+7o_8e`>`E&5231=+@4;D`6m5{LNM^lR?tUUcSKAUhXR}hwsw+QT} zG3b&$-4 zuQ3YK)7UWIedM&W=U!9R@v%>4NV_cFC5XMoK?OmC2vs5otH7s2CQeJ{{Yc-%|iAX)l==acTg!V14*BBuu)64T4 zD(28)ukj90kH7;~&FiIz4pVe!wbw}E)2H%))m?iD#=~SCTJ1Hm7*$F=oa*tsf~G%A z(qTyE>6UzOts{mI_lIdbOne)r2dP<_e25mvFnx!i4`=AR8KMm`Oz>gi+b=Cfqm%Lw zt({@253TkZNr=YQ^&v`4!=xXk-mh$UUpPeMYnc8+XBPU{h;eE2`u;oC5PkXjbIuX2 z8F>1|ea&C#ySja&>nwV%8Mtd8pT^Cvb-{dhY6M2MUCeMRUiJpaZ< zHs_6jJ*98NYp`*|J2q8L&hMz4*va`FmG{T?j!pWR)oK^{z7fj@d?V2Ce&k=(8Q{CW zL(`UuHuF{0J)6QdVi{%|aniL$8Xr>1-dTqv?Buh8?tS&j<)3klNMDR=AfKjU_me78 zvHMAxR9pt-$bu4!UIEjHWteHi2|go~gHQNaGUq=1v20yF0Ob(z8fY5f)@>UUw{92t z*R9(o|CV*TRw2#zj95l`Miifsl2~Stc-=}360c(@+w)dX-W_NeF(uE2e@inZ9<4R; z*}5zvfMdimR%?1((>JJk*J(`y!-!>=VZ^wEJm@2<6DXu5Zn$0}?ILdM^zC+gN&y$UJ8&b)o#*b_N1Dl9tv`vKA_6;fI zQro9#|CblL*La(Vu<08zBS=kO%~KiiQWQMkq9v8K0YPf{YF|os#?`@+i}o3{4ck(~ zSC?^n3UxDzG;C*Tw=`0hS5v5an!8WnYd4dBi^zy=OOHhacZgU%=MhnxgOzekE|=cm zt&5;A$B0k)MKqLeo{kr963}s5VNiO6m-H&t(CI1Vn}8*}6<_1iDHv!&?IF5m1YWDi z$bGi>K`=Xrfdnh`DUpohJsWnb3o$llqdJVShZs#;ByWa)Szc0Rx9<>6a?q2D5+cj( z9O@0xwVUA04q5n}EoKnR3t}K6*e&Fz_hnJY1VbT(kcqQV9>#b>jON)BNQwJpQJ??= z_=P}$gC6U&5P2=(C`k*_526^6vApdTbI_XuyNV;Lh%qh*XWt~@qS^G*-Pxj`QyN3O zhAW|vUhtwANV52AyZD}s5<1KoVyrJj*RA2`d^mL)I?M-Rr1p}VZwR_XEL)8ar%oTn z_(BX9H48s3JA7Vp-D=Fq?J>f2t6M%W1n#e3Z>nSWD@uEv9tyUJ7-E5N_H70g40hZy z*JIFH#z#X}gxz|#Aqv}F4=y!8?22KuP7npVL=162IQvc! z3dA;E^3;jwl%5c;(IUx&MHQ|ussPy)OP=OO12=;`n(Sxabx#2v$4lip;yAW|7$eBu ze~8%e+N*J)yjIc@3-7&;cpdcb+ecn&>LY|4A;$Vaz!_`PQ2cEGi{?87@_!iVB_hsP zN|Q6UqH=mJTGo|$WQ@caOCLg;;VAf?rN^jZ#;Uc$>LEwF$!Dv1Mkqx3dCRwl7}fW* zVQdvjbO=jnKGoQj^1w$U&RD`t!Viw}U7_4l`Dp59tXluZ9;PcV>KFX3_`$F4xaGS; zjGEKi@cjzSHAFQvA8PE%Yv7|1XDs20?oZ|TyW)rRrbkmTV^wWU+ekAClb%5MkG>m( zZ~ZXl0wK;=0%9k|X0H{Xow`d_X}mYyySsvV|{Je+>b}8a>9fB?PZM z)E5`WFVRu3^--{h?$?seAN~6Uqj;U+ZY$c0Z6A~$e4L}%i~nUAfp};cqT(2K-qF0x z_a+D5^Dz#Bk{%A(Ih~8Yq2co%$9Sz^CA<&j33Je}26G_Z_hB!>>-SzSLXuNKJ=Y`V z)K;f5H8$LS|AjS6HAs`otr&JgOuicqNJ0XT1Nvm7TW!utjax17TNqurr9dxsHaQM4 zE?lqS0$YinXt=OkAJGG9Zr$osP&9*e`aH#F>@{G8`z>-_&D%ZpD^gyI>Mc^mE1790 zOyj|)-8-TX*;=3tQ^Q+;DW5b9em)YZqQ*y^CW#SPt={hiDRC4&r zr|_qXvJa8`u-uV@xi{p^A;)Ai^a#{>Vp6D$4i`_@NFiNE_RpYmIly4i{^GbE4JRNM z@QUuusqwYcm)!#Z1&lz1nT1~m<*F;}wS++3PCFP{Kp{+YHSQ)at7vP(viUZx!+@d}Bv^Bu z539Xzr4OR~I}dFqEEby8oW(pQF59c)8XyYxj|(eX@KaCg>eKlXkHrUJU2$>6ZvR~& zC+;=!!M?X{=f-EXTU$9TH|AP+sTlK(?*}#Iqrchx-u_v5<5#W}6kG?bzQsuKJDiu< zi5FZ8zbc;2np9bQh_!Gz?57O}jSyMCU>O!P`xIsVYrm|D2wAD{tcb|s z8(!-VH4||*M9I%pUf0}fKdg$8`#}z2;@g4+cI$p<9o_yD%9-g!`TWeHt;HT)U8%w| zi(8(+(t5TLaZxkv<};z?Rs6NE=P1eK{hEG57VvKpqg-=^xXFZHG~@bNVGs6DsYj%i z-}Bqj!dt4I>G5w~!R}DBQh4!x_Q~s9yd_G~THK9QBH;W{YE#+r4fCs59G8pKZngK3~&6WSQq zS~xBfu_JhR8xd(IEXos$;%!YuAhL;FL|6Jm%_Ylg^Hn>2Du@n~u;oEmW(^;I5D90E z=Z0@>*};uQt(Bt?HI%3ekIvB_RZKS8Ti47j+Ia`U=XS;Qwuj5`z&vr;R~!2z^VYCz zZ+Y(BVY=9IT1cTgxtb>%ZmQs6zw*Wh)-&C7fxio( z1h6YN&%hQIQ4JmhHv-|k|J!D!c2jf<4&pkhDY7}8#*k~L|4|&BuFu}SD6l|1;=~aO zO(--u(2J-8thuG5rwp`Aoys#!7?>q!@)#TIBmV!?s&ZS!mL|My)twN+)Cr5b%6XSt z(WQkk;RqQ)0`?l1fz0{ItsDr8c!PZHMKCfFF{QyB-T|jF?-Ca2Mc7&s%Wg;>_dXLo zWZC(=Ffp``eruVsj$WVRGP8?5z^tk)Zv&D*eaH*!_}TEnhOqy(-xNo8Rk~ku1W?Lm zSVSCWR#geF zW%VouxSrMe9O7_s2$|vADB=iG59qZZRf@u?>b!CBRq5*#{G!~bMfma6-}RbrRy1>X z8>ZrSYSfD$Y{)|KDzTBHvn$LpDlrP9I`D^!Ykg;7{`EyWul-J#uJT=efOe;QXO=*z zquU~wgecVVV5>NdOK}zF&!##xR-k#t!0EB?2~;n1?8}Qz?nNTds&tm1)X|=e$J}$g zXCI6KRxFpmlg%1-v9Vhp49VYL<<~*J_;`e~XD@uwigTC)d)O3z=l0&~)hz-o*(i`9 zaRmQ|tg|1BO&}Q=V`3w&ATA!s^4x!xabT5Z0=RJwhd@CgIO0aRpm<@VB*8t@AW&?v zkz$QG!iT|=ISP#8e+;)Ka-z}Tq2}>p!vvUN5!bRMh%s_wL5oh{7M#s*d^BQjhBBh~ z#oa6ta|UNJ!hrVy!9<-PW!$&Mhf#1C9|`{NC?EW(lgHnT`cCmA1uUOKo)1AsH3(t1 z z#yImhw1~9la2icH4-x9JR~7MaZ&TjH%VBIKA{KFY-mIt4<#b4m+YDObKTWijLWD_? zX-f5hp%k!VN}c&PzTZj#VSFC(|p`5f@@9o7r)z29cYsf;% zsD${nS|aAkZXDItE~4dU%nK!(VJu+)&AixIYs`#H8v`{{x{`WoX0>`qWZ*j(7hJdp z0+FR4Zs>&WW5l!0zwLHjJl^EN>i~H>4uLB5$JFR~AK?w0vn^`ez49~?mvB^_W~6R( zHKPeK#Zv@vQo;&;6jgnZ<(^sK{Q70ME`Xwm^cg&{pe4J2i;lrx)-c0s13Qk&`vgzn zw(|%O781T*cBfU$*t49HnR-e-VZQn~dEm#8q7nKEdh3_|)LSTxQ)qFx3neuQvV$++ z?a-1xojL2Maf{HZs5e*e_8iNIG%&k?^`|5hF8&hm_@pM>p=j!$ib#4NwP=+f4VG9e zS#Im3{`qe}^a2Gq#^w7g{cY1%<`8=QX5t@4y zP8FTk%6_a~*7xpx7MADi8bu~fE<}`FE&~=R$16$=yLIs+)eiw;{7Ys;+K^&=+?oa` zEUaeoNY;CY&>5w_S0==aQcVkVT#B7NP<+wz6LIKaj*77+_v7qtUR(RL7e^^u7?RQx zs(7`~>|l}l-ZHwVQ15qhSZVf)PynU{p5kmLef6i#6=YXln+)+&w@tf=S{S?amwcx? ztR0!>P71hLZiD+E9x${@*N)}vO%2!O`&iXNAt%N{0LDCGTZajLlvb3 zriKb6Qnm$pA)5RbQCZ_wkwwZIdU|;A`?2{(dr;BJ4L==~lBi09OKJr@MsH?-0;#%<~($%C)-o8lAC zRL$xWmIsv2;r;0he8%zsYFjAUzK7OBVp3V%uf9$z43v7>77UFJf2#-xQYKM zON&9u2`#oVE86*#*J|~CmVAK~qArwuQ5L-YVVjZY_9dVMSJnV-5+C=J$omg!M%j6G zZ}r}8EowLF%#Tc4MBsf>Y?c(I5@O}n6) zE=T*r*IZB7pwe!JL~t4$heh&vejM!-${V`4BZZ(w*d{}I_Q%QLS>Y`eHX1+7OD-s3 zS`n4lzEkYa$?@D4mw$pft7bT-S49q2c_^gL@~KRYLXE&zcCW>#VBfZjQy`G`u6u0k zNxuqKj@Ol^(~LpCxc{Xqvd!ZM(JrF7^va3;c+sX$@BT0km$u@kI6RUy#%eap=>@3_ zkG0I9Dc+yiMl6cVUI-OW7U(M~U97TTZEa8T1`q~O-@EM%i`#H#rd1nVVQFXk(R{U; zDxwLXw6-6fau_E^yaDDMJSwpIHG<*G&K>`T3R@RrHec?eN+i$SwyP4TFk1+McL@sT(yVT;EV|}0)K5^ z12Vj6tgqS}+XhC*9>u8Ku}3i-fBwhy>Ro;yUSs6^j~1Q|E)QmTGO02(FZey6%ozSu zxVh6;qswisWjKWluc2SNFEp~Z4G89OuvPTeKsrbJN_caTa5GtZP0^CN_kkB0Nj756B za&dU7#ZHCxek0bw-NC1w(^oF?(Ott@Igu%q1pi1T#y%@2e#M-DgpnTA{-O+7^$nX zl{#)Wm!s@JeWrtr!j|meu_KdU%zqx7;fhObCY-jbyW6r;U1?b%WNYISkQxq$KV5P) z1l0n(7Qgj}eZGaRe66~ke~PnftR1%FXZ8}eNYmaMND@kR<_;SZG!x|XEZ1As)w(0% z0N*0iEVDZ%a3)JLplz@NUZHW4)$Ev#Au{T9bOoON$}@hkIoCx&oq=@SO;a}eUv*`G zMP@F1Rm}4LC$6Y>4*4+)heTcM^@4y(bCH2eAKd@Mc~oob z_tymOFSd!2Q86gBmvCogpw$qORomC^rzOHazGZs5v)D*N!(7`3tKHNPx*6{-U&vN&Ij51F^_ZZ3?6Opm(YPOYJ z9IaN%*B--D>ZPMsEg|>d)9gg)ek<+S*uE^lEM({bur2=4{-7b9A^!7)CrMq$DIuLV zqX|bpKBMUk05sSUJ{4L)TvH#5;})n-rf5iOJZfWP4DQJ02h-s>#YgjH{Rp<3f$3^e z=Ew!2Yny_%=;Nl?k0E6_pS7!t+$LV{wouZ@*vv<`6v zQ<@X6^ud{#n^W}uDPcHzym_;lEx)^BzsYw};a$&k`iLt&@+nbPN++sYmfxY;Yi2YZ zbn3eI-3MO>s#Ut67c|sC!wHE#+P;!RIQ`(KSbt;~{qD8}P}92w${RU8VB-aM=7-Ms{iL% z20`*4xU%aU1zb^Ykw-`&qylbBWEDAI!h*U_?|rKSHEVYi9LvklFuggXI6Le{*JsdM zt7mSA(ki&M>j#=7h)r8>kB>~7J4InPl(uo4n)~lDuO{5_l6%k zSXn2DeLFx66oc=XLWREfKAqMv8%0j1xsHt!Cm1bq$;6O+Bd)im)N3w2>QVgYZXW2_ zFFYYC?bk?(m=gt%UA+g%KX^E)79O-AVov$lm2{VaCjb7}>MY#AC&=ZC!5stzt2YpU zvy2GC1=K|j&4&*UNVmJ%YyJSg5=*BS$)O3mU)zQ(HC+-ERCj9SrvFTT zX|c2NNIN~<`-eJ9U|H&(Gfu%yNaHC^=J6*-C?0}l+=sZFXlyZ@er+gVhTKjE}>IZ@mwCR zlv-MFj$yR8`_7L;wUL3P!LW7Rr=-;*uo}?v>73z`jTNY{XYRl9i(SwiImn$|_MA{{ z>E<)8GDCIkD|dN64ENwO^WWkY8)clfGf}0D2vUTQ+%s5IOnebe7)k-i?u>rd!BDgHVCdN1u9%@R!PKI8n;;&Y}8JO|dbT-l2!rPEHM zyDR@K`a(0B5~wX{4p?~ET(B}LqeiI=dmn&`~5#l8OWoa%z3pKOulD&EN` z7Rw0EC>I>PG-c1mt4m&Hlnm1J&(Pb|pe=-Z^fJX;lr`wEEpDpm(1r{aBVy=V=~ifi zXIt%MgXgCYIq<@=aDI-9Z8tyRgAAtO=OeaRH-*IAC)j)ErL%I4$^E8;(VFWK^Aa`r zl|wPOYinGU7_w<7*ZRON*_42pWp@>u#@hHPu`kUQ6trbTCJ)Xm)KS(xGj{4dS^9-caqIk(WD* zWMx!ROP@vuU}*Y0DIoJZ9X7rm7}JR)RzhhC~FrNMMT{8lSTE%z0(?P9nvr3nR6A|Eu^*aGTM>%=Tw0wS$o z8$c@>xr<=>hhcSyc4k@=Vs6Y1y&pSkh@zual)(kE6)iP7O4G}bU>Wl=%rKLc+B5jK zzR6nAVrX`4Lj>(2*QFkQ`fK-+-fyFDUZ)nHrc8X5OSQ`s;*XBw z$cpB_`5Eo?4GXv)n$;dHE7aa%%5~)Gfvbj8^+t#~z}2T_6{27Ku%uNsYg#Jo8LeB4 z4StsKCU9sA+WaTi1sLi#1sIN-eJ`oj)q(p$SV6@&Ps=9gzMxRTjV860Bu5JxQ}Zpl zG;T;>c=l^_VvA}k*09^grwy!kLfMk$^4e1Z>ClFrK~0E^2;g#qk{v~Mrj=&ZM<4pO z)k58hu;@{tn3G*c9=?m@g0H%zv4-ITEwwKk$o8dfIw2Uo%M7==epzVQ{R4i)*pGQe zr}|@HVo5W^LgeYrtkN$*8%i3#YLLyq^+An8-C%!kr{0=1#iiBf3E8bo6zydm=?T6zNO#preGgr(6$w})fS4xb&=~@OThn>t`g zUTM3b6SQ@#S)z4Ehd)mRr>00n;?_Q?yNWw>ouI&_JN@M8mdTn+Y@1!cA~yh+GDcoi z{|=`{(ZH_W6}gB%|G-t+A}p&&5+$0C|AU(Ag7Y{L=eGUt+m3^EsW~QZ@wtNS5DwIG3EL<5J?2iH^OE1W+{n9JKF32wvHb}Uae>DaqEPEsP(7K^wKIMZ~^2iSNTp^1h z!u&j)WzknKl>eg_W{52{qjE|(-D^_)yBEjR_o`@F`%7(4Hp1EQ8oqq%>2X2BbP9A? zH7Le&O^k!z#>u$*>9KU$usid^15V;&`p0$K!&hW=+sB>uq5ocQ3*}WM-GWGLeAcoukfUuad$8g6LQTDnclj0<|+xJyu;r|{M!)>z&WLb{nuKW zSU}U8XqFcYd+dgxSwTbJ^X1)BS$syCK+lYFN@S`Pk*=^2zTQga4*2{Jc&s_1L{ug( z`XZ=B$|M{^jxjY#MN_4`N!4EhVuYyR!(H)pq+Gy*wxI4_VDtEhoNb7SWtJ5Y`z) zZGvb08Txe*%F)_E8JfpUNAlL^rh%kpHO9HIMwX^hyl9hO)ZZQt)6yOohNVrx2(I#< znF=foFW`B2Ix!FiZX^VVtX;E%e;^w9PtwbSW^hp&;ifaH@RmqHYn%)yn2Cq}zahtq z5y;)1`M_KLsH+5tSZeC+P02;_cT7GbwfBr~s3xJUJ~k$*uEQUtqX93-g}H?wX}HqB zb6BDF$bIU!s534PIR5U+UAiq+X`UJmLT!fJNS@J_-VazhA2wuhTjLpQWnY_j6o8K< z%6-C=ZX0w|j)I)uHjzX~{8v;}=2JS4yMVJyB-H4}SvyVlzHoVpvZ3pAha6pw-_E12 zLezZ>W_^47UUn$4AXFrBb8EYw%vm$;C&E{lQ<|V+)WHkm=S8hvf5MXNL%I4+w3jCeR!EtKLU)!gC3C@Eh6pJe+aapv5UEb-*TiedoUqt22032F%<;1 ztX?rA>KZowZs`b7_1M^U9S6WV&$!SoCb=_|-_tL#sy?W48qVtf$5$bv`?sH-ee=%# zGMS6FYX@J)DW)wm6W0x4X6E$D*e+Ovy$D1y)ir2KxWR4XTt5cv0(Ho0ZFa~~&^D3u zopVS6WLdpGQ0gKfF9J73sn~*72Y1HYa)s-Uil-?t-8)iBD|phZ*E6dWO2L5OWLyi6 zGPfC)X3UK4%A_8f4ci7U1Gh=2uI#R^)uN)Y#q%;Rtd~<*1bWoI>58G<8+{LEYV*jH z1VH-Kfkn5Uo9O4>JnFf$gRRowZ>>lAveZJ}#noMxnM^8dc4LBSxXodTVlD(%v${6A z19@`YL)*|N@2L?cwzpo6U0lw3=D#>5L!0m2+L?J>?c6A3lzIk)eTD1o@e5aYV^^F$ z;ME>Wf~XUEzO30Dqe}S$Z``^E*(`2lG9;cZ>BSqh*jKba1j5qHk=NSdkk&4>yhTKW zW5%w2t+BJk^ZI=z4Ox_ftex^aZ7(?@7X>&JcfvxzjLx*n$p*45I$Qw7_*f~mU_ReU z9)xnm_<(+Wl?fRg@5)Oof^Yw={DXU71_1GmXMlIX=$bX8hrq{U3>|VTZ(6lM@k&CN zCZJF7hmSi#+J6(oYm5?cIT6kGf`$<%iRApE2><*zKY+zIC4YpL!BZFqL@k-hI?!$7 zBEJ9hrXhHGPC`sop4h^&0{nZERv%>j)qu|>V1g5(sU~Rh2cS8|8)jyu?(Itj@HCU- zHqcEe>2~dZQ=hRo&uPj&4%xX5Q}+s--FX)7j#9tQHt7xQ3^Me_=D#r^Sp^0_B6yGjFI-S_Mjke{h-lM73bqN()sl`tE7uZy~t6lM6oR46F)nuxtmKr zO0_)t=FQY#`m2Hef&(^C8{rU0=PZ)743tDkLNfqPrCvUrJ)0auYH=$ z9o&B0i``9PUMWnz+N_?tOB|_vVBw#P*>z?JLwxGl)BRd=f)_#B(u5f>h}?IdICT7) z#rLZp4Scz)AG;xCzZ$qLa8QiL)%jJK;%at85yYdq52I%1R8m%78iX9IKNcA-DuXb3 zFVX^6`BW1SH~2oJ$5(q0rRs3=S05T=WUb#27u%D=3go(vL-C6gCbaQ-@fdnsJ z%KlK(8v)Xym~upPbdQ8CWLl+vcXi7YUZr<&FK?z=O(~`bT1WB!jh@N@GyJ|sM{+R! zWQjN&t7b4@a0Q9cMHaDZp%;vA=s0hZSifW771PMSCe3OC3Pax<*6If$E1h>~QpKko z8yWgzOo=mu$Hm7E?KNCHTX92F4{zwF?q;}Xy8Pz_3uoxdvCLVX)=8eoY0`FRSLReK zf=#<{vIgU8mnv0WK4H*|HsqbkBIkZ@w^JK**GFP`9GW!oxeAZ>X>0pEe&k#Q!RfBb z_vhhC_)3R(`X5^&uzkCF(ho3kv4`mRu{HQ*)>T%5Z{rjlf6gt)}w@!U!9lC&)wG&f;TuIfC(KF&0c$T!7*C^? z7u`$*PqrT!+10E-g(qgzU-oE4@Gg6^)F6gtz8pzT?Lslp&8VI^!}h_ddbk#+92(Te zE@b3ZK#>@`WYJ?$ih-Kv@o1TR+IgfR2jdZJy&}5vmbf&CL-4Sb5)nPV_1)D=uhG>% zS1EX*KVPYSv}bnE3JKtwHB85Md5d~jqn&UsnKfF+kwGd7K}tQ2QuKYh_-$O;HdOUK zez!>@3=~m)q`#@A3(HN>M%n*2rG;7Hlsan!AyLHcbjYS|xSX#|SNIk4(V5DIz6m-8 z#ZfCL$BC45&`YGf$%aJcv_*Pv*V*`XW!Zv=t7KV{&MmYe+Um~}LA?T*sJg*FBe;VXOX^@acgQTc zxLg(0vxBq9GMFb9t+9G(f62WdFw8q>Oa zTZ(GHOdp6g+c*os75pfKte9T1#A849+OOElrBtdz(G*+L_Va$2QFi37w_gco3Os3+ zjLM4#He|1>OsRv~0X6i~Cw|BQNGl6mSQrKg&z)}V5ffoi5j<%WLd~}c`UvP>|I~t6 zPylO~O;q*Y9^;oD?DCK|WckU6PunFx;_5zMBrz989paOA7QAgD{HZZFy@A495p0mBppJJMq0oN1KsWX{t`-ob>w43cV5515{j`W2_M2S10pO*ZkAaV;Dq2wuvNLoUS2O)79KgtLLEfddB zqBROxAkl=3Mu@kMVo?#FHqSa*L{FK=ygb3i8|?pK&!k$dAVuKQq=Xut(g0aoPpohj zjVf{JGb_vx(!%^y5p65mNhigse_&S9DC(8{7gg7bG$3T|X>0jN)%@L(3!f&Ba_-4_ zIyQep&`jbjmdGqT?FPDY>)UtEj_eRdgN@=Q1YHt`6WN!68sY$2gN@TZq#ehD9YX}Y z0%i|N^vm_ z;?>gfHNtKBUg7zl zcSpeJhdDucmrJE}dDoh28tWU4s#gYjl$SJ=&f}3Z(1LB11hkq4#^d9WDt6dSN209<(o?dx zUvvq;tJ==(z0bWQDZ=ToOHl^l(XgR%lxR}bx!JI6K%K@HabfupsQ?0%57^YP^Q5E! zA(cjz_W~ON4wMhfqJQMf>R%GFa+^RR6Dc?Fl(Z<4)3?;|M^FPEj(f56N(J8_ev+#8 z%Y?k+u&MI*kMtFDuz`If;Q{r7M*X!0G`^A&#sGNO}cM?#bE}{wFF;B&;Ub&^({E>J5{ynL`!+v_b9xLp>H}TYechW%Q z*`%Cg&7(!+dH3Gc3V|twW^$l+%W`?(W-lvRLT^WAOKTnEB36z9pKT6OcnoEuc9};2UNO{ zvL`b>tLV($-Pi6bp^phF^#(zpIG!so%6Y-fS=lZnkks2(hw2?S#SQTm$bej`%ctQN zlAbNsdAR$Xbw|?QviZxbmKBrM{F}uXwB-O`FHAxG83b8YIUWzxNYvDX*z_PuI(Y>b zB_2QK$i#mM+h=IHCRBdnJ%7F0mBbq&B*J{FMTY3PSo~9kbs_lm@ty(i&3}2x= z+nV$(_AVBr59v|dVK+X&n!ooI&q8R0%gFg@mMU(iswkRG)jP`8v$M}uU$AXU9%!Nv>7W0c>m^9V_8me$^S-zrXKI^XvK9v-xN8!Vlfdb2qS6)v2ErWR&}S_Ujt>!=C&(vuZ*-nR<}>N@+sNrp zya}ENS3Z`O2uDjx7x*Q$7=M>3VH~4A2M4TDIFg))3JdXC-_TDB+B^jKRlSF`m9%eR zP64d9_cwaoEkhJbH~Lq`iAihMIYK#O^XGK3hhp((dj$w^L}zW>*xfye!iCeBr$}Z(d6#PoB7U*H*z1<%BozsM#18f5RAr$fkVTO;WjD8-H3qKUl)g(Ev?{HQ9A5pR6ulE2cKu*>O%wr6MT0MOlYH#Uqg z6C`z8B$QzFB`x8+W=(g=zGAyB_pi09Q3__%YW2*epF8-7dY~_3Kncbz7%jxEaTcEN zh=SX<;b-wNG5O$j9Ds;0(Upi~)_4A{U=7H3Mjh9UoEPo14j;A99l65Ubq`-@qMlPs z8Ns$2DEz2x5b~+Df|R<6o=udgz0}ysT;Nv<3rg-M;k0?0QTKD6xAoNFb&T)Wer(50 z?8!ca*w=}m*E&1tc3J|BHR*+^DyZyS{v(+BmT3H#*n$4%gQb@e*O?A$sDD*YYc5rRyO- z+mWO1JN*k>Z|KHLrz@+M{9j^z?u3J1QGC-K6K&{Z1dW`bMhIEbsp}@N3Yf)V?1te> z?%0DjcR#s;!dz_DsUJatJ^~5Ivmr+TT&+w|11PeSY_IV&!g@)!MTg4UpmGzUZ)o5qOmSvY(j%?*d(0gXh%2|WLX$_Fvz{*MX zPll(UB35;)KLy-yk+UN7QyQ%`qvPh@W~{Q7gc%5u1r-Z>e{7Q+V{XF~nx|0lI`@bKqV~+6(JEX44hg$b&Xa1gN+D<~@-s`Z(O9?@~I`l(R^JAbNGV zH)P{7wckN$(dYS2tqr3yBWZ)kl>%bT{u^8E?(YJZrve{8H>IuJLS z=-VQ>MFQ3IoF>__1?!ei5_tV=mU#t;D{$eMAbnwJs1jj@z7cx+Z~ zAmG(+mmsxb?Cu|FC%n>@4t$SVS&r320%*Qg7CV4V`i zt*{=RRsr_(=j;(Y>T3(&_stt#C|Qn#@hYk+0a4Q=Pw)sI`O{(x&`Y;vG$Owd-UP-^ z*HMB8P|Aa$A9OAW>2OrZmAoW#iqC31O;9}E>HID& zZXDzHx4Pkb)((TxbO4YCb!(nr2s2mVU8z{OH%k|>TFH6J+Yr;szujxY#K^G1xs7q@ z#&CgkJwmrT7kaZ^v<7qt&y@vh8GyCr&xAPUHG83Qrh&v&OreE<&Oiy|9B`KNVoLK|LcIsq-q& z&r76{yKtfYyPDiv-kjwzW;1#@F1Lx50id1bn!#3$PC5F9VJ4YiUiB*4ZH0oGblT2+ zCXCl|j^4L|j826`l^2+I=t3&M#b%aYSZS5@aLOc~1HJz)-eUTATRXuHNxlDL({T2& z$R(J(Z7I@f*GQPC?fRvoNTO?krgc?O8zWES8Chr2N*k*}(XLa&I-$#^xXL5b*u@(4 zk%CNFi~+YZYpn*K%F32Cx^0_HmpG;uwISdellRx|OUN~I$x|C8PqW4R*O|xiMblArZZDZ?nKY8Vd1Svs==%`J_bhEiPN2SsE5QbaSf_Jw}um} zJ(B`6c+cS_R!rMTlJ8=tpj^Ux6U-aiP24}O9p001VJK}ynKc)(-KE%n_hNC2(=h;K3M(%iq)4PzM~%trJ~he zj;fi9lRT>;LNY`S1>OmLwd+3yx&1IG$>w$FV$cxQYe{vK_^kmWBO32b6``(=1{0vz zvQ$C+0UIkL*s@jUK2GpgHgyZPv`etE#*z57|3DBE06~Vlu|cr3tZhepj*QDXVo#%3 zyMFc{%l_W^6Yb&Hp!9K2J!Imf*0OQwy!`T6b97?pqDz}lFUb+I|9`9u$}S!R3z@;1 zA!N0532|8~=mF3xSexoG01?W0nZ!XA+jgZ~OPoJ-?IH#xnbX&Ke@*A_*t$_U2!$!^ zLmdC^YB3s@x)5(PasVaXJMb1Fhd#b2Xvvst411kHcQGtr4E;kJy?FF{c@Q#mNIE+U z%g1CKL$0->@!e4%i&~xJ*PTLDl=dp&g`KKtCTjen7V=6QbS+tr;OfrkG)qtZXJ89~ z;^0E@GsHVPuoA7SaTXK<2hm-1Mo{WH-o*})B)sKb4o7~R;-m_+(Q4P)NawFLGgvLP zO(8i!%pcfj`_Hxm{gTp;57{FGYF~p)pqWPsn7)u1LuU)T+}mZGmWre-rwg{5F_e|+XnJN-HJxAweoDzuCt~@F zC4@ryekMN14ye8Us(WxoHgJR`uQOul^fLjcCffGbH4nE^Eh6yG;`kd zdIl2@KpC+o^9zXH9e}VYgXpkzi2`^~zY>Hn!n&Im{}b3Gq`nilLcE!PHsX*`9$h-) z@HQAiZInYffL>ZSpiHt4BGhw_d>IVFHU={qgBy`iu0n{z%yvo^!~hh)7-Qm$fmI%n zsg}{p^<%bf;!hF@U)7P!OvUtspBt$h#h(Wm(O*3+{@RDx>*7`Ifa>UR_CGx!xslGe z2ot5ufgU?7aa7vb{EN;EE^UNMI@HMmLlMXL@d(D5V7f`h6B%v5I}f{FPG>h~LDAbX zgfjj4a6M)U`+YH^p<($E4}bCQP>xxNuPbtwn&GtsJcIVME~r@h?$}9@_=_=OX%k9L zQT0NR_SRs;qz5#te=^EzZ8iS%*nfHi2z%m2(i%mMbEMudri4DVB~ZmPDx8LN4LK3^ z8Tg3e%z8!m@k;7nv;lce6)C`gj7~n^Y_nUV=)#0Kv?skuNBDm2o}-8Mm}q_ha-vG& zY%D=Z9De@}jBK1zYg%y#Q}e7beNdJ$P-ol!9l1$|GX2xpPe%dW0&q{Uqi#z}k8zT*KLkQ|p=6eRt&OksqPvwe5M zHXuge)S1taQ9Z*7Li?XFy4D$MfEk`=rwD8~F1PLc?L*K5JacGX=)Q(1^PJ^zxfNKf z*9@3Nif2lS1tWCSw5>PpO=F~rI*JJs3~ZZ#N`+d4b}L4}M&!D$WMuG#2pzL93rWO{ zfIFyWbfaOD*CnLu8a;I+(ijcBK*FGQsps+VmTsRK|XN~v3mre5?z?|B0Ug;>H+Zu#=GNUQ`=7f-vJZggScG9GAD zWT9K`zb@oTiG+Q{uAr!0cUN9yh!ToD7v!x0s9rn=R8ZS=)2-=P#?XXIAk7k87j}I! zhODtIC8BcTYP+%x&?+*=da%@K4OPj=l_EkTjxB@QBbxe+B)HkE)^6n!D+UOTkQ-~p zP=GtAm__%x5Y;>bUPcctHjMN|dO)#!&(hraNc6B8Toc`8~-d+7BV5Ly9AC-_N5oK56TMq0U~e5JicVC7iz(s;n_X=(@Oo=2PFtiDBds@5#~B*)_8_J~*Zs z;#J==UPCqR%*p{uXku43^gxc@#YLi2v`NY0wsO{@U0_}!1y+M^jNs9-NqH~jctWv5 zkaLxSzyxqRFFG!%dXNNcrq#F%Hl90H+-R>;g1RB96YV}yEHlc)IyjHmQ$_6(EAd3V z`Uq9s95e%H3hn8>)VbxWUxJ!FKhDK!7-L5;epMSYceaQeDz^-rya~W}Dt=8a5 zs~U=XmhY0bydjF4!IGajdDlSH&3;0at2jGmmSQP#oTsV1k01@xuV@A|BgM{O$UOiz zy*oK##qudIm(5|d2 zZXu_ji~v&^!&Slqh)qe|`lBNqa*W}VOcl%nh)PRs^3ZS&l#i!@dyvo+)?Hc}-=W4A z9^@%9A5^|DuD+(16mMqK; z4fQ~a%QX}P2wyJ1WoYaNZQmfR4l8M~phPqPM2#_gQs)jo$U=P4C=ksPc29v}sl;-} zA7u=yY{vio6Ny&)L8Y%RY5fuCe}yspEt)7Vbkbg^l7H~t(tQ}`tP!F#SM zvkFJ_R>b>s2FCCoRg_5m#2CY0vOKTK3}2M5jQonu%DlfE~sgPB0?An_Y$c-iE#g6CoArnL)<&78kJE}2;EtPP9nta<$zM9x% z467(LZuqf+_kQiTZlxgoK5Ad$sK-mqXmI$^o-m2NoEHXOmahUL;AQbD;IBAy9=yDI z%Pfg6ClP=g#;^=PyAWu#1v-R4n-J(}JQ=jum52SJI2?fR9Off*WeyvvvvZCgj+e~q z*71@#{(Zb;UN;RRn8O5PSP4GQHe-13K|63+o8=bIL8;_}1Y;QT(BMQPbce+79J@on zD+|Uj;0nJKK^Vh`D;~09>?@OUfj(pSfiZ?H zb(*<6c7X^+SM8#5!%OJ?h{b2@{^0PEbA8sAVu=#EK4QHPyS~Dg(h4vjV|X?mh-8(U zvD-@rm`+Z@8N;f}BX%lcmzT;(eRFpQWB6@ptT+Q&mu8h|F@}GSmHz!mg>YdU9E3D_ zi^xhtN*Y4%)zC#vWc{nLiNe3f%DuP$5G$6C%m?G-rk61))*`W4d}H9{FdTb~;n{jK zbBN35eYsbjF|5iYEwPkIh94P}h2?XHe+Mel`G756<~mL>dI-=sV^}qRFC#Qhm*8WT z-m|l0um(5TMoBLB0t``REpeTfQC}Ixu#?UYO`5|@T%JHrzj?DD*~?}O&wgq@u1`I0 z*C-S+hMjWrWw;#~d8{L)jvSua=1wTd<@Va_9HyZwD*dtLj2))RqQ#o+D#?Nck`mD9q`hxg5NRLa@sS%t=k=&h=tsgYqJhydS_!=y)&7YVz%7`5nw*Ci_cD zC-f1gLQLmJMkN1|z@rBt+--IUl+Lg05NhTM&GKXyTNXPlOZZ$PP{xKGx6$#CBGN0f zh_PwCu1zZ}@U;S~$jC(`g?g2jX))?AtN7Y8%PI?3CbJH63sjYQl}PxD5xCW;?N?t& z$j&8vGekp@L}A*pg^LlUWsD9hEhIqaY@r#DK}pKx#9~xhR++T}*k!-cst0AW;)+EA zGM80|E=K0sv@qk>SxC;x6{2R20wpOoFczcE^6x}~1BjLDc+7eW5ozr5WW4iYR9;)D z6NXe?b?-j%5L5cAIyKMCeU#=AY(Y(9-x(_Rd<7Q z25VW%DkZ`?!ufVuO|WX#LRw(80DWi<5U)qAjf;ARxf-C6mRK!3@0ue_^)<+|ib8nS z8N)z4!lN`^Z6OtD7?1FxG%@+I7{gw*RsN7xZB6iir(7GbazJQ`>5O5&+A4=1YjYBu zXl=l<0igw^5ru)gh1U{cwT1M*+^s-w4Q`^$xHQIaRBe?ryQ2*<&)R@p3_@2>Ckltj z9PeF()fUoR4!23Ce1ADH;j$RRb7%^|o>y3HA!CYAq&YvSNX)z>V>qg|%5{a4!IAk^ zxGgwQy2-LpN_IDWW}01t#_}W>!y6(}qS`8Vz}D!tTBbp$O9ZYQWV2Sb+A24f*XYV) zp%*sUzQ@_;$p+|bwN)NTfcV^OC#Bh4)#!;OKPo2m(CbYG%@hC9=wSWj)_-0%5-nJTI#+v4d+1lcpA6|2~A<$rKRy5s*K@_JVoY%gzm8J zVACKERmSijPZ|865_Bo|_i3aDPog6uQ611ofymG(545OLr$FG~g9XDm?cs%sV0huSH%?+*z36yK;q5zNI{P5N7Aj zRd(*V4m%6vK8*M+(Df;C6PhmtvL5TmqbpPB+_{R*mCtnyC+th4MTn%nw=SRSFhq(U zqrd>DBRTg!A3^87AM5xMM?GBNLi1anw=#XGQHGp5H^{l~2xPrtV!iY7yl68DBVRF* z@4O81^gf(K^vQyA5BsU0^TCo&cF1?!=4GMdi9_xW1EG%Xi~oECnF|KrRK*Fo zJ~X!E++LQLi?}^XnE<)H{D;ztE(f5C=>L?vSLi=S=yCll9tO_P8kA@5rHq#Snh7Kn-Wu@L8^X58GJ5>hCvjN9CVlUBx##7b>&7_Wy~ zeF*Kn;=+Zj94WVf$+cpQRX$05lqh2w`kOBP!pd82?chb^N$J}tO&foD_i$r$Hg9!N z4_1t}>Q1TAqB+1tYu{LnEja>yxc(;_qr0RBD@I#A3w3{Bwc8fE=9Q8Cfe9OMh7k$m zHZ>5r<5BagEF=~sqIB*qaT1AJzJji{Mh|T5->I>R-%aiwQj(EdM$M?b^}!%6u}37u zpWH>H3^cdE9vqSwSaTs6EKynHt`a8+xec%tT8?gBMM}!-xw}~zWNrb+IHYy3;zDwI zqK}cgN}S>27U+vZ5(n!mB!efqUAeo&DHv{nMO1B&Le*8VhM1B|qv8n(GUY4uepY*Q zw$D6*HVwqe;cgA#6%fwp>h^hxIlRrjuriiai-Luyzg$u5p%yb%6KoK1U!~E> zwKJF#n|w6F>9~D~7ITMGjnKL#ySrjR>GC8{xMi#|Qe`2fc^IKn)j2-ZO0aRu&nJXc z7SQ4`HF8$F9;7K33d`+>XLo}XooVgv?ggbcm>}ae9%~7zETDPntw&mWZx7Op3q|Gj zjZb)>kcrmrZl+MWr6?D-Z|R_Z8kKejlMnUwHA0Ac)X zVf~ipapE>|cpLABUI)3R{MU`J+xb@d}Q`c$A za|nOcD{NpCBQrq5o&QQ2u62Vg#1B+qRR9ck{s;`$zSBnrHRNHq_p)&F7pX~*2F9n; zfH?Rl+}<@=61Aa@!i7n=bCQJ1xLi#_H`GbEDG=_QB$_g=<&*dgbr9|dTl`N6gv;Z? zkk}2ZkW*(n$ghS+{UE^{>Kt4YgNp|p9xsMObf{x+Q3@`euXvOp64s$k!9^grePU@3 z*hOMH^y1GwWrZUW#T0*(f&2UGVwfNQMCrZ8p*+TCk-h^`w(fez>~~C>s|?&#y=T0K zqFfB~V@zFBhJkx1@2-vUD0N9$2+b*Kf2Txx<=KwThbSD7G_RlE*jTwFOp4^Dj zmtf#NQmG4M;GPZ85S?#j;GUy)(EtesZjinXo7^co^N1^CrLWi(UIh97Y|?hl4IW~> z(qiC(Zjg1HVmGKBB}bTq3*3K%K^VB83uMLN*afOF*cAqKf2rexxIb1=6}vz5_#|DQ z4+Pd?O6>YrjwW_}2OZnPQt#Ij)Ej0`DA}d*<3!7KZtqDsvVq&Y%RAxdZfI) zm$$B*3u=r$T$8N29e=%j&NC?82`3t(<#szQBH;|&ML5F6=>IL5{eftf2Sp@>&Xmk# zixH93aO77MNG!@_GBfsgRj5j5%6&JBQHiRV%o=V+nT+(^m=!6aksYIb*Sr`pdI-=+ zJ%L2$oNG3tF{X%Be})lxF{)7Ow$Tnyf&D799+AyzG}Oq=T7Heb7+GsbSx7a3#)cFz zYR|BSSd0pED>eh;3bbBBn3brnP}E267jnEJS z7w;G1T^@^p8=NdWvEx-1QksVm8n4dr*`Ln9^{cE}=yA6rp?S>)>=pF;UK;Th$XR$1 zfmB&Q)5~1_^OxNw#@tV1;6_zeEvfs`Ak&%+*t+O<0(Ii;47fqCVS!XxOO*;7ZURn> zsh`Eb4LUjnyX=QyWLgt015S+IsAS**z6NiNB2^YJrU{me=lrAwpZUpNDLIGt$zE1* z9)3R<0~gHU`6{c{_FABeXlPULh$6E;O;2X5e3eyeC@;`$##{^RVS65bQzaRnvsG4Y zP=oVbvkjlZ4p=4{<#z{b!@gt&3wndHa$t3MbmDFHt8o@pNMB8&Fb6t?xoMxpz)iSi zaEzXG%fTGNXW({vUXp>EkHyYP94Qt+)dYX)$p7JwTm- zoAWr%`Yp-hKy75_LSARmr!jC-{lC=G7u^2~HY+lO*KAL;uq}wM`jaY$V(X7G<Y7`WcWwf zC9MFyeSX%2cgvgvX<&Rh4Tyu}pzyBAlBf+;2JS3z1=+jSlA^=ATunkZR2jIlucjXfVuQfv5!Q+{Y%z_p!^? zU0>hTIbeUumlf_yGUeDEp(ul49@7^p&FQm}73w7@0qR^%omA)R<3iLqe^AD!gnc@y zaprtFN)7gpL>F#h}w^Or)x{mEbH?B%0y-ty<9sDJWbw!|yKL)UrRmIb>z{ zz#Lu#F~umF!uV6knnKp03QVDTpd58@Gno8TAT!9SBLXvsekvIg7}9~IB8UlOC8)pz z#{5pH3~K()k3S(aT+sZnyiH*KR9_P+(-bB~zB;Cl<%$E-R}rRpmT(rX|HU*5s=(}J z&r&-dr9!V|@>orZz~p7}5y9Ktv}f=olO+&hUD}NbkBIvfb#^c6oE6%ONL=-B{hll} z-fVVZF!@7>^MuAaQZ^EIdN0Qv?o!h%mYTw6tCu)?>&NLGYy4`-d!6v<-l5S%8DH~$ z`nz7^Y1)&ADDrsFMMuABlWVM_DqT<0pNJgs9A>e+JtvsBrbaJ2g`bm^-iR(k0s61DXvc+jhU%zDDLm!3NqF#5|z^oea4yT_nTQY zN!I8@&5k7g7MCK4$V`jQPiNydq0@IXIZVkNf>5-9z4Z^y$wEXnsp{cB;7V2=Hv>Ze&HJh(P$5fNGh)> zm+luMB*}Ob8fYXK<6zFPp z-(XU(pAtglMIOv@DRU1$Hg)v8cty4YF3I zj({pHr1j-6Jqz70d`fDuaotL*me+l4kP*cOY+&>of;t>GsI+Q!&_7bhL?YY=oEZH- zi-j9_n^dz4skCam;BYr^VhltzI&SD~QXNvH(n7{HmO@i$VuQ~|EjlhSXF-)#sx`P_ zXUw1dC39B3(yH~o3gkGeHMj$zIi}+#a#p_5s;h=2>GQD9+8pl3C8ANb(yGmC zaL#F}=~LT$%0#2W9${_jS4i`I6V=D#mfJi!9yezO!C`U14EnA1!5Oo~F`hqA}9+atNR0xv0*^%{4H9_CayHv-iOxw-1W-TbFj4~2FYWg@B* za=F=xRfQtMz74w7n9o+}t-;PNce#^+42<`bLU^`H?+kV>la#xr$Z|@akc*zP+@Gh(SAAENlt^^`H%Gvg+^?7L7kd z;62nxxjKlNYX@mSF9P(Tm%;9=FHDtK=J*4w+-n@V80QOBtw)eBhC^9`+^Wr)Hfx*!~vxN0gPFIu%%8GAY1}4N|lDUC2)o2@dab^ z4XMfIzRPz?W?P}B&3%{elq`-yi}U)1rqH*2{__>V3dv2MuSjhv^!AIELT5MaoUpH` z?JM*Zsl5~S6Ps~`QUd8~-i|14< zJytGm0$B;lG=XYz3Y1BhzpsezN^ z>F%0|uTau}aT#5ilAl|XcF_j^WPFtokHimhP5$8KS zA&;-PuJ5~u@++t{ipMk5;@dK(?VYG5!8d z&iicSFGFxa zTn-Xha_tH;l7y029ULs;E=C(i^?>*dnp+~S+0MZ6tB(8czT8u_cdzlxFW~{XgE>_e#8^vhkbenn6Xu>+pNmg#YLspDNX7iaBjULIC z#$A2Zd^FNoxj>~=(P*i*<;5-jYKtCg^;oQ2Y%ef%u-5AEW$PK}b;-(|@hT$GAw?=J zWL$Gr=+&IqY2fb%E|-K~0|>Nb&IuIT4LY zl~$qko}x2`O`jt=Yw<2ZA{yl@t;)OxCwyW}pY}!z8jWgugoUZ!e#`ElLIG>Gd3088 zuBZTq#oH~LgCq8<-_@~LxtY=v+%Z`1*&94!%4x2NBhk3o_5{9|a>v#nKsn9!Y>NAX z>9tB$w8ffQahDw*mg{KTT*gLraakD~X^alU+~(|DW94RjAF{&D@_jR0f{Hz!X&Dp9wdM0j{E2> zwnK%LtI1R0JxG4l9UOxe;Gx3G)#V|p!@^&*C=V4@?yLea$VZEXO=+PXDy-aDrDEI= zn_0-67VkkD*JKpB-45RDkndyV>eRTK>WiDr@qMgZQGT7}`fmvb`}y+gRyjSn1YqwV zqxIImPA^cG2Nf@@=<_8`=fh$lm`@*&kEc;Z!e8ddiu4Xt=X949Ny5HobdN(3>7Vm; z1;ihiNJI6(`I64jd_TFStVq+(Qv?5q^!)_GQW9zTeu&{$q;E_XCeo<}S?$NlaFJxn zdugvIf^q5n9>Z}eO9~?WyvOh>(s!CeMWSh>*n;;vO29mCn=%TWeu;G*iuZtRASps zZ!kSep=gU1fl;ll`+1GPgrfekmV5p2kyFVcy$1l!LNKn?b#bp3!ovlTlu}<6ZhkRX z-BvRfgCV8VJ(}ucI>@uiHLVWgS!LW*uJ#*WuZ&i|`!t=t0Qf|A;ruyIbc1!=di|=r zr5anQVXtOuTJh=Pz`IKQ6V-pq-E#A7y|x9snS(pz6oJ!cy(p;ANwuVi*+z!eE0Tq7Np17bWw~WopJD7D{ERpfd_>aB5Nr|4)H!M9THP{gfNbDbjN?l`GW^y<|TLuBIiK5~7c zAx_b|M6Y($wVu8xZbvQGCAxf5^d8aCE5WW?Bjg@!u19oHiryjGd-a&yt|9jQa~-0K zQuO}N)+^4`EhN?~DbXLYX@W$P+362GQNZB+?II5{NUBph?V@v?;&2B)(LJ)*gT!LD z(>*#ByC#nCL(L=`Nl5FMbec)$yX(fq^-uMdY*Hbu?bhino!V}ffX-4X(Q2}Ig~Z-% zr`2@o-TqpHj#Bl`lSeHi4FEcwr}F^dU@X1Y8&NvDkT^qnG42X1yvqT_zLZ5U{MVgl ze{HGTh_bHRm8vAU2$t0k^P}FS~jg7UxXPC6N>#b&gh`T*R9zjyJhs4r)u{%Uv zCF0Jo`>RA!r&qN%MBOXmu0izoiUythw<V>0JSBScP#NFrXuOIp7_*74bx{JhJ3GMG9`S|!$M~JtWMBXXxFDCh<4Y(hqP!9jz z`+gQeqKt~D6G;^0;a`9xVWTv9`fyPj^vkvPur&;|Vx?HTjeWd!)W53D2W+6kKSL=F zbmJJW9T6`6(Hs{6XRvD$N$!{%C(xS%CWuGRZ44$p`SPGHiU}!zq0w9{3-n z3hE5p#Ir^SEcmREarBNA)gER=De7Lc6C=WP80Qc)O?kyooT}27GDXObBitzL{6;IJLtt z0zy2eD&#$lQ>s#5`;M9IXK@BM1Bc<6Z)#dk_892H4|u$5eO2@{HDPXMLSiL^>uEgr z;WY{)wHE$j81jhWc0Ez{-3Ij0Fzn@XOegj6^FKPzm`(`v@T}7wJwi7{HyifM^K-!K z=YUSm1L(7xy`H~^F5n#w*=q-0Go0OP4M*}F!{`BYNGA6UbU>uwRo=lC?%1Q4Py0^8 zEBzd%{|0&_lJjIJ7`}rkKk{JcX4u1{s*Ts|fmP8S3H||rxPF?4C_Nb|^D5!+55UXZ+tQ_ns43133E5t|wUqzJZ08@`B%7hOQA9{s# z70F&$utYK<4(bM15qLVV)IAD38`fT*^dK~ccN=V#)F6b`7ORLwJy2>8i|`?Y7MJF5 zQ9)J7uE3B`EuU;27Oe|K*RVj`2-S1AF>Fhs7F$R{m+yS9MrQ{igz!5!lp3E21g`tLN$dVYzZr5n!e2V9tzwdvUk3hVw z=)dPHF6A~ksovUpEguU!*q-Gi>n$5Rm~oCz+dO7l%XZNA*S~J=G<(oNwBmT$MMt*T zY!w~8O0T@PPEMm%+(W{0Vqv1qpe0qllwRQt-vR5^v75XEJ6W&2iV;beDVgy{YAkt z5D?PnhRzMi{^5HDbrv8f5xs9iDkJdilsX15lBl)4^W^PXwikG;?u`<%Q94 zR3t=>)~CwDi_auH50?v(!}KW%H8^1`&=r>nLGV9x`@;fXaUl^6mF}rCkPnJwobUah zOeo85Ao>bF&N2InJ^w2>zHfMqrINt$!7_!#>lv^5k60g->FlmgzB-g+sKU~)*=LO7 zOMqvsTEkc7OOpae{HfB_A5Nv3Oz^%sSsb6mSC{I@FNTQYvkTO-I{Wt*^fV6E6T|Tx z*Y~sD-_9V7oc>(*Qk4g=-zRC1Mz*G}6SC)tA9f(pe3xB6(){^sUOy)bmqtUY>Czk` z@>tSrCu!6vt16B57|pLVr^*zOrm2jD3O?md(N5a%;C#sq^ga%)>O5m1d1Z$xCKsV zBx@8-IEX{=G_|h=cYgA#!5!Y>zXaxb8Vkqw8-@4ZNohFd+DkY-JK|i7jr4p&AeQ=s zFQtubumjfVG%%gNU*LPe*8%rDj?c|mqX9hJu&f?5|K+`Lung*S9W4L6nfAht+zyVe86 zlNB76SCO%-bcKj?L>X(dYtPNADfDXtxJasN#*Wu2O!M%zaLOnT8<_3mrP*Ut62%~6 zL3kDZc=hVfz!S@j%U%%HoG>7XR$Jw2hE=4e8nn@<8N8k-vXQ!qNkequ#8OE~Rj(>U zWNttkwF=a0kAkbsgGwtp)U$DX$r@r6c6s$$fk7;u4W3c8hIj(&xrQdv8ox>dtFs~n zKWyQPs+Hz5Gy0YHi}~FgG21NS_^4+o-^~$p5MnQ9*Hk*HI6hun&i8Uu>;tDhA7aj$ zoRm9Zr)LE7_4xpT;8o|+CF2tLai~{N&Zs!j9KV9d^L?X>&vc`rR&-X=O}B>UGkn|iaHq?6Whd@1KRyXFxeQ$*$w zTK~FhYGL8{;EH2*iw=Bn;TIiKAOj$z^WP_x){iv1}mzY3E$ zzD$A9tS+#Me z*i72B>@S0LaC}D`vg?~+GigJ&zZ}-V@j()mw|i#NC4v5e&z8K~mU7UIZJ(KRwWPoB zlfC^1`)38m7hR5g{v9|z|Hh<2G-zQm6dd2DI2qDWQ$Y`HS!f`L9k^w2(@u~V0xe)t_ltIKDP(ct`9G{^N zK^_(-gGz(Q;`mf~D5r}>SfL^zvN%3Po;n4KgmL2HAPCvLiHj&h3SDRsmk%-Z6yn<- z68MS>iD-OBH`N*bkz*O>j~qFJSo4ET-G3sq6N$dU^ZyEu?;Gu7$)xc3P@TfhYX3=W zZ^-QHQ#x%Yobz%4Ifr_PI_ygiED+5YkngOF^EE97+&WZd|4ID*SF;Gj^^ZCaU!kD{ zgMh>{M&kqd#Ik)qyZhjBIG>?^&nHIKE0RWq#k=OvmnKW&lMfB4PienD8Tt4dkH%-! zrP2aj&K9W8WITUjjS+`ZL+Z0$pW?J8tyg_6=SfszL+V2GVaOA3`KIe@RqE#>3sv>P z&iV5hLa2kKkqPl7{JiDkl!({%n8aQi45_u!L@a3!` zmHT--`{f*wBUDSyNl)uqN`Ig-NmGb@IjgXQL&E~MfwB|W{&F<)he;wLPA*riB99kn zg-)*WTY&xo-J)GsTEayPT_wd0g1KrHZg7pNP|E?TFa7p%mFD{ZO|%Lt=a5&C#jOs*z_B*8hOUObcEt{h%DP9nC$gA*zYt-4X&Xlv1T6M^p>w`3rwNoKb(OD@nzVYMIp4fcSQ)f3eTdF}=K|#OF|1F%Oc!JbRzbRJz7T9K`;n+uR^$s( z1%tqJzsl?JO8vYBX!o04HZ&LEMI0Q7u-pP8jRX~Kwq-uoHx|Ub#9h* z3=KeM)u}PoNm@sX&Bre>wj024TvhL;6rN)O14q zY2YnohQ;KATJuxXod@SSVRt?YE+mh6G)f;>W;APz{wVO4%FCkkrN0_=8VJsG!fBwB z%S&HPa>S!k`m*0mt$^VO?{l!a_&T$1G4sWTd2Mrktx4~I+3RA{XJAfBV$z;YFE^kEho|r zOMl<8$?6M>(DGj4L|PE*uNFEtM7s-z*pL-o~E4n$iQ8YkkwZd;`8Ptw5`_bn~y?{%lL*!w7gFX#n zgoO1`u5MEi5uQFTOrIV$;vBGvAOtEWB2Vm7MPg~hVrfue5qWH%qEQ(K#ljg;K@o&B z)&WV>Xoex7hDweY*Ade4(6SecZA8UKOues%?}1owEGk2yamMZ{H=KCHvd^E3M=I&( zzyCy|KgaF+Q*y%emqh<7)V^=oESUtg57!B)V&4J$OR(c3I=yYump1Fg9ff)f)!2_7 zKqQ)AYTsEI=WAM{je19!cY<@inpOD5A9WtSLYG49k3y$Z_9ak3n)62^`2bRy^QRN8 zXR4$6p)MPa(y-t06MtTjG)fKT5w9nh+6Mx#m){TPR~mKy(3wWVeDLR$nI1`_u;hc% z!q=xp?X&b*g+A7caWrb5T34{ca5jy-1JC$yHT_Eeht6pjIFtt zF=ML*1(=)&#->c|3+~~R}!JIv8a8&2Wy8l!lhYaX)XtA$WB8f9=e2AlNS|M zpe&ci&Av|7@7Dufdw;ZHhB85c_m<{3Z%2<;AVQ6=z^y;KhZB79{Z*p&8Aeb(5few} z$p5)*u>;lVe9D%e1oi+T^*IWGvv(svk1lZ6N{4gskwt^qgkOX8s8N&4Ztq!@;~IVZ z#f?{z+UM3+qc#VSzoN3r?HRsMozAZauGjSz-~VjaNaXLfxVC33K6kCQ@=w*G72;22 zx)p0OykNTgCiu`S4^G*6n=|sr7fH6OBnuXhpPD4v>s*K=m&3G;*3HKjXitH?zCBGPzEyClRXS-0n`G#z% z3@XVAE9L!G;c{f>7;!fK-euMMX?_OPq*XPn!r7EbhHBLic8$Zk{YK+>&!{xkR_P*C z_604g<4^jmA~b9s`|pvjX8-ue$y9G($e!{rv;y6ZKeVbgFjA9Xo7%^1U&u*kb|}pL za`Np91-rs*UL1-_MQR@}4CR{_0x`lZ)6XHu>0IE{K1Q0)m+1p3f?9pO^ae)UTn-~q zqpZkRUxFP$t-X>W<*0qt5;b3Y4F~|Pr3TL$zM;ZsiRCS|a^0P09>b_z+v4f9ob%>U zT!5!qN8bPtsePIGMbbLz)IQWcJ}?J~jKFXQi7bTiCt?=05BZ+@A5(Msb(ekAseMo& z>PMmGr0XuTs4@D$ZpQ;_cp$^Bl}a+?&%QKjADHI*IlejPy30W8j6SHt`oNm3$fzr9 zvZhFe{K=O^?TcIU53D(&;9 zxz&?sPlWf?$~d~c0W##wyJUlc-o>HF1kM3l)V>XoDY=CD;O!zb_fQdy^iCICnirQX zAG}SU=Dww`(dt}dhl|kK^5uiKAlBT!>{0um6128J_u#FlHh1Wpu4!=1A1*G63w00P zW^;3=u1D>IN{iy^*n@X-pt(KPqxNlB@~>?FJa{*lnhQYXyQG*uQmB2-UEAp|qxPwy zxx9lGMnj?YeTJi8#6K|M@+pFc8dq1z_F+diAEf{vD~m?HpM=F zIA-5Xqx;7<{yBVKmB$+-`T=U+{-fR-MH^#~IxxC~Hc}Y%yuInX1!4YC<&PxJHzkCL znJpz29jeUm$(&18OPTYB6Fyizd@O@9>Z2ey?x%#JgOqt{Z>7AI8SuQ$lSIyQ_uJ`% zIn#`Hn+}d6qUt2NSf1IC$KrwyLFaw2uJVlM=`2r@c^$LGMiAY9{$&!~5OtovO!?oF zghZDjiLMNyi*F5Rswija5J}1bq~j3zT}0k>JWIKcr59ulKp5-wv*8JX^C>zBV=}K6y6SnjvqW&ykv|2m7Mt>MVw?L7@w72I6rBv3+WsLF`?VLf41T zm8UpX5T5NIY&pJ7#AGMjlrG`)sB}dnoy_4gki&rvWxdw|4qGp7J=L8gy*dWnCB$2R_GXb5PolrdBw{SYxIS3pQw*4lc?Y9%E zOnl*_$CyK|m(*4$H^9^2Q_k5Q)j^X?#oYYou0D=3(#$UIP<2Z8aY%>^wK$jAO7(z_ zNLIq?#pQHyPNG4mb*K!@8$2KPqjS&nr0Y-)3_`6#WvE^;jlyW%bI<8IlylEttuV40 zxw{0!T0LE1kgoZw6-Mf?A)6?qrcb)UAl+$K?KBv+v+FwTo@&}ob8aiUFf~2@_g9*# zbDW${szc`pB2lJWcetVsVGbu2`r|FU@IZFq?wEEpkaIXV-5+;h6)Pmte9!c&$e<&H zY09kY4m;fd&Sjoz@P=Jjhs^(Oyfuyf?5jwiBX}Unr0b3fqlTL!SZB&y>yCP&%9cZh zILKfN8{#-?$=)^(WzJQH&1GJq@&;Yl@XxV21&wlZuNr-hP_|R1TzAx6x{P0*;L^4D@2HjO;SmB!J znm-q=e|`-`#^aw@{S~L5ZLZNf+b<`M?A>U&cl@4CV9;~Dx;t_V#l?>t?)iEp(Q<<@ z)^S_ob#Uhi#qXf))EcXLb$buKm!YnBoO1i|^VJlT89tfeM!QsIK!Jv@YRjSgP-aMw z^*E8Y)}XGxL`kuHHOL;<2I4D;mfP$se~2tE8M4ls>~iotR2ULrJx-mi#X<%A$&WGF z2FLqYz1`v4{JcMv@c4v1u^o`(yKn$3a;S_JdIOd>i?jy=nIm|bl!u{C3oYm4s&Ude z0WGKfss`Q-B zjKg1oIAeq4zGBT!90o6H9VFnM%-rCWq&W)0K|O`(bRGQt==3@%<$OHnTm=qB)vzOd zpNz*t%o$wp(`j~{1TkZ=j+T48llcA{c%Ja>^(p=3C``R`bSB*sH5zkb+qP|UV%s(* zw)0H##I|i~V%z4#nAo{_fA`*ReSea|yOb=BTE&&A}l*UDjcso?x(KA6@6 z5*<|*S?0VomXlGF&|U7kX18KkR#h1I)=m4?2~uP78k{;;$IJvPMzMOQxkgP{s+KlV zvH_0$JX)V`g<^Wc;=D(dFXZztfh4e70h}(*=iy>;qvMT04f>pH2XXdGHFO-48*dee zP<(uW)$NKsVvRSj-rNb6Rl?=iY=G=#j?M3TL?C@*KoV0kRc#4h$YpMbRd5~_Wb2oi)vAq)N(CwbK4aRV-@P=!n z+AM^7O;`<~Jrb5oWd&-_FN|`%mMGx;CDRWLzxtFW5gGJ>h_`+9)gD%R#}PZjl(VLD z&qP+zF>hK`zy#(lvll4auV)R%a@>_$&XTBmpD0;94*n?@~>G$zmB-@3FWQt zvxt;z&ebbPW|RX|S`<%zhXq3$V;+mi?%-PS7$D1H9S4W~sTPZPH+Oe)YQiTQC_Pug zco(khK%DvtoiZcW;o5ZVI77_?w+REzQ^%xKYLuM9iFGf}G%oBK4{#}CE95q1W45lg zZ?pW^Xm-yw_{nieFjQ<`@zdp22#X;#UF*;{;de@mdqL!4?!o3^G<{Q+p*wzhKN&uF z2^^9c)^9nhzO`%N_~^9(jBC5Dn)$|4dC@vDyHcVmj3 z!(E+4(07clDRkNSPl)4^S6S#Wj2>KDGyLD5bwFpZ7O7ka9jkV;a9TH?SMaP%TE(c8 z$|EXUA&RVTc~P2+hNQt6xEdF9@3 zP>v?Oo>#^=YTm|7J|EP-kBSA4Elgr=`PM$*EmG;A7wL$CI)IN7 z7Sbzxd!%%y&lWH32z*Q_w0mV~ug_Ub6Ig3a;W}HVsh85q(W`CBcj%J&@oO}~MfJr` z+581XsM_Ld<3+`*X@W(H>(5s`1cp?Wxl@k%5buzJUK$Ot33Gf?f3mYY1LZR&iE8sE z{QWrerY!G?=LgM#Bef~L?}qW$yu70uytN3vIohqR{~w2;eFKPH{|CecM;1{$WqQq9 z{)b)(*UPBsNEl6<^xDwLbn9<%{A@3ZoG9-~A`?>yeo9CJH$QHa&cTSMFLOnuR!Q8i%JS!C{S$C}=kz~E8 ziQMBds-i#xR{)P3Iz~}rQrW>w?o2ADrMjXwM6S##A)hD*I)8H=Pad@jFcsnMZ^5H~ z(aVwq_}MEuefgx4B(>dMVQBJ(LMuP*K|#3bR;5!9A`EHVFvq>X=x^ANOYPDz!I(wSbZ&5b58kk!gBP#qT(Sufy@ zyhIvV@TQM>`Z`#^W$B+pk+B_!9QBw?&m_v^i~5)w6~eG((Q&M2^=6=*f82Htwn`zY zB~6gY7#{RI)iI$TNejl4O8}L%0PF+GIvmOuR20j^Hz!HzpU=M-fYGzXO@Y17@^Nwax6KPrADr1bWq zmQu{nB>q7WgWiqJ!3iCb4E+B+~~ls#-{N8OAD$3A}YaP!1=(2#*hB)Uux zTTrHwc|d!R&?SM;A%FLt&u`E`lxzrd0L2SqdzEWAMN+pPj}FO-XQ-rLF5~rglQ*q0 zZxyNi*f4WK#e1uIWpPMKp0G?3Ib=#&<)}&sxsiovB+U!z9c(p>w2a$VOe$<;-5>LQ zLWdAlC%S`Z4MlS6NJDk$ar|@>cXd{Ju587!G+SP;_w+RVb!HxK^_m|n|1jq9%w#o> zXgR`kl6%>KxAZ*w&T`-D_h2nYK)Wq8)V|g$t>u$jckwK9*+a^{pD$q7SHmOf)LRY` z4>_B?0;PdpxI$(@QAdP8DVyDGd7Qjm#gXi?C|T~@Ebb8Ea@t$5FgfE4}AyXb7#v! zOvz~n$BR=$DQ5g3KKw}O89a;PZ`1!go|a~a)VtEdh@Sh5-7guJjTkjIb<7W& z%az_#lhPh-yXSF9fqw_3?$HA=c{sUK0+47%4o!n!3NKJd}v1k4<^kn}J z&u4S33^Lwyd5;~K6~*F`S*9Fe$(7{!SRxW2(>@(1c7Ai1ayo6`cE*&!i_5S&bygNE zZJ&L0an$y?Z;e2dT3(;95yI!g)7mR+rMfx5Bg34Dz)X~r8Y<5Jmk9{4yrU@{*$O|8*a5`jL?YdGkuJn7_X zpfTj3+QaLpn7u*d^HnAGflL^69nC+mKrm72QtkYpzVF&YWq>`4FCCe}UCnduuyR62 zoy`yE(CLf7RYmGbRwU)uLN!06Q6YLng9=e(BQ_?y-Q-pv%;2Smfr@&Fml~de!wm6g z(z-!My)m|PG+WB2qQ?!36!%Nh$$z2T5j)TV<a$yIZ>Fn|Y@gerlBnu~~(m?GIY& zdF53uaJlobUsYwjDsgjejNdK{jvpU-mBOdi$Mht>(Tz6&Lo zf5q_m$|gNuZjK9iXznn~mM3jbf3qfBe|m(9#XBb{uV`)mc2XMVl@>~eRsC-i!1$2r zPTit>B_ZplMP%Exs3^ffQsL$>+;`9Gw#Y@bQpu8 z`h4d*WJe3(q{YB%g0Sk+vn**g{9<+d0tD^8KJj+M8751c-~BgUjQE1-?k!%+pJ8am z;j^7ld7Tn@Uu5}XD{CmgC%W;#KSR#UA*9RI0waG$gO!&-OGvkyB$N*uOq`b>x<}er zW`pzCmor>!kj(8w@>oBvko68GAfm*D;e)AcIO(TSv@LNp8Hj<5OgILLD-d1tp4(A! zHut)Q!N6afRZ|&WEN+O5rZ~8Mxh*nL!fYjTnk}-{_YRU(PH>u??5w~Ui$BcS(NOG^ z09(Ts?(XP#athJ@Su)x(S!W%1K_n$K1`v{VUyOfJ7L4S7`3q{qX;N*0P%49wobgAx z5^X>Rdh)?gO=GzfN2rvxA2N%(V98LGk&NHKC@zBA_cCt;^|wO>wNnS|;F4ChgkHy~ zIz?WPoianzo(HhF4?DS0S(XQ9^+yL1qd%hMgp{ZPs4j;QME$cY2RGljIpNHiVEs}{ z`ZuHbDXI04I!feiC|s4ZRD*`;SUY9HNUJ=*$~Q&LlCBse?lg;IB8|Rdd1MmaS+$I< z9yh6gBfrBpMh2B^DmzX|4$wgY$c8T6x+&6Vo)&d~cB-!5OT4`2*0e&5?h?k`hjxyk z-4Hz3%r{A?%tCqoD#Ed441ve&-j-Y^E3XT|x4!^HLcu67;JwlHmGHie(8b&uf$4m(?(q2g-N5%v4& z+Lq;PwMsZ#I9p!evR{?p#!w`5caa6hDfO zaM>AEP51C7HxMSAKPdkGZ)x5F-HM0V{RSVZfrZoSML1&Tmg&^F=OP@CuVhbKn&+G+ z>ghwKA$Jkwo-P)}x=meg-?rt1Ro?5Q)oB3mCWFNF?Dp;X+M4C|YDVaYGyKC#JsAoJ4Wi`jN#0N6_ov?7$$D%gqTJI4yAc+co}~(Y*gkkXL01m~^uN{dK9pu|h{_nJiBKk(0!HEWO=p$9 zi#sA7${t(-j7d|;=G07rR59+K4Gl@XCBm46IYwg#wytcNwb2DYT$&|FnZlblU{rNJ zP{nm}l#dd+Ximw{sfX+^wz{9-QXTNS{^r?rQWVhRtQ9X=N^1Jy#n@0d2VvU;8=yaX zqEIcUPNbyqHf@$C$sXmB?@c}X86}-OV?`}uuxgnEjP#gqShGW;_*8z44(B}#^OJa% zF@?O)>BmwiXc8|#6}cqCt&{P}jmVSpA!QA|(j-L^Y1IhxK6+^1CZLBXsO2Tscelf_ zXY?T)vhwR|_va~od*Rx`BAs2K5TRy9njpyITzU9C3@X;WU!ae{Pn&=I=CBLDIP5<# zwfwhZc@AD6?+wQR26J=fRF=3T_G1-L5!*4XJgH}e(Q=|x=F|KymD|qVe}$Vjtm5Bb z+wGDx_u~2AyF(^N?C~Gxc)AP7io)u=%mu$qIDnD;pVQ&xlh(GTmzc!?(@C|HfzdYi z?5OQNkbI$p9yQ)MFx-=p6UTgqNtu;(YAYZ01!JeAEO8Y|r5m5x`JA(NqZ|#*$|~&b zX+HHYYz<^3p`h!1?6nMu_6XpMp{C2c!f=rgs5T1EB$uMD0*&29T;ztNhLuODdFy=` zU4FH*=x1t?)eNrp`Y}OatAQ<*OD14I2tVadcQJkHb~i&$h@Ez%%5ljq{c7gKu4*i+ z?ByhpwiK(Ra%7DH0A6-8t%7Om5UV{7k@>E!;C^A1{mP6?@~txE;*kYWGj3Vu3Ur*o zxKw#rD$;YA!ogOuT!#+x&llJxQLg) zxb^ktPJh_M?@+{lzeBMi|C%b`J}N~2Cb0Ki6z$)2&!BIMYhd|BlvuG7*fGZK#oiT{ z)$BiVN?B?q@=p-6=8d5wvkHhX@}@L={gmWzE6PcJEml&$Bi=Fgu4UF0w?yz!GpFD% zGO*`Y-^zyR?!qOtmAXFEjC;V9d`Bo2XhxKBuqPmB~1yD1=ZEzbpB?=)}uUoux+nM~D zN;|C^$ygyU}cm{Ly^LAN=2nZ?id*{e$4DIFxtvnd(f` z^O98~Aiq;GRQMw?c>nE58JeDT&~Nt#v#iGL`BGL%`ioJx+ap+(4CN5wTQipLa#S-$&iBS6rOl^uuj8P}DPCy;1(7 zka08jNyp^V?!X(ggo{&A@DP*9xXEGQk#X& zB~6`E^|bw1%A)sc==Ma`jX0p%oy)P2tZl@y-a@*0A7uJEWa+kC8Q{wI=aUe&zc~5d zB6LvMk;HN;_JRPQLACqvgNT z#|QQ9Qd%|0fth@d#YW59)5mvh-eOw%QlL*B?{t5%sc@|y1cy*~BzCo~QEK1x?^A&BZ{s>3Ww4R*pV(dg^Ef_VJJgQy<66f-!q=)xFC;AZv0 z8nl@)akwHJ!r{`E-iv!u!k2Taq9x;KNh_rvW@LF{V9@)^&zURMRZlggN5N&<|fwq~@<=$&{+0(kzO5F>uoL ziw7pF%EE9ZXi$bipFGj%{L#f|sr^^6r-L0LlU zF3wia3zbchT{a(TeKjQuwP=+=E`FoI%u+|n@?5;;y8h4h@N%AScsom7Biqgui`Ij` zSKyS(lCs{0giTfuVcI1WB+6Z%;5G@OxljoB-PSQZt;-!7ihXkn>H-{(QbpD8j`uSN9?W-khB|8?ZMTDfp=uqXO=YMzHa{X$9RNp- zR#VZ+EGO7c=_keH(k_l~5MWBXSn(+I?>&tc42PQRGydiqL){WjbNV?g#pW)$U8py$ z@icTTF6QccSLWmt50s9S{2$q}a@32k8*kU3%h}1yM`4T;^r}!^T9T_WFB)j3H}IA09>l^sEIS=;Ql%haCN>FP+SnIO zxsGi9zf#;!D}RE*4$VRMieqQbW?jPt{Bm$lACU)zk8(9^AlNe<;~(}>SYj3VBTu9QDUj4L&5F!Wcso( z*2va60XmQ%8n4CmDp5k)NLJyX?-GA4KkxeQre{`>?98DV*5(wjnahvuxQCg)4E+(z z^c6O5p23IbiQ>9Z5^WYXc8{t@($nE+)ADUvf_z^6_Zn58Z0p70rY3z?CJNGpT=X0j zP}0->+hFF9zNH7_hidCKBRK6h6}9-u8Y;-bG460sRI2|30R7XF5-cdA*a>zo6R_;Q zbAxRicXpC^ST!M*t3;{)#6Um{@W}Q}$a3>KL>tdK?=ih&c$`eN0v3RZ#t82%n&G(B8l6eI z7%F<>D<_ikzSD`cV(H2K`lA(k3`^;*;6tD+0H;o7#|s%D~?GgP`I$Lb}OVYg8`<4};Ki5DZ?Xxk4Y>6ja4 z(S$!zN1R&Jbq0U;-7rQY#A$L;Gbh*Zp@-05_j{?5`TpCCQetIBK)P6sL#D<<&zC$y z9C`|Be5CSC_pOMkw?&P-Mcim(&!GwYE+kQpP??6i!|I{FOqJ2e?rDFkv`uAEM-YNY zv)V~#P0tHQN>P#{)|f45Y{X;p+eU504I=V^s2sBTbxEdbSBVlwmpMz|Rfvq~HuL(! zd5(hikgh+5U^wfd#s45XHG#K9(QFRD6#2Ja=b<(qJQ3eM;o5{wa#}Uln9+`;P$(Ag z2)Q^K$vN&C+#E!YD9sylh=o-Hi*Hz{HE28f$eY6OEyc0eN<)|E7azwycw7gz5y%0< zKsj|Km_nPN?~b7Sn#{)KoZqY=M{ob|Cwjhdg0&t)8NP}nG2~&XPVI0}O|Cg(9+RL- zUa*rKO$?|~ZcxcfJYl* zpV834*!YPp)H7z~hfiIjtP0`n>B#BvXR6x?lAaO&vX;VH;}dFmcZw3~=+?r2=A$*&h4DbmQtfnh1GN$4I&0 z5F-A!4;j<$$ggZ6;o<Mma&9)NNhA%4pK}31jhCipX(|b1F8RIn2-g=2#oA2h5@%FqLjd7 z+-A^YI%Pqc`fPkrmGb#4v^F2m@_;&piQ;e+Ew0pf@^1imUJZLrwT7ta#%ap@hwS#s z))^b)5?YAIYxzZSwkMofp`BBSz$9n0Dtm`^yMwjet_rE?WJ>(&h zEjyPw&igCe4spHWvlxMRCh$R}XkZer< zjq@El6e{4gW>v_Lzf&)X7?Nx8AO%UU(QhT%znu8hJCr&$f5J-!yq0~(1+@!gUv@eM zb71qE@7xKGbP+HLAbmPtkKC-6ETWA{s{)vQ{=o|aFU+sn;*jCD5hourU;c&pJxoWl z@gVntT`F0@?#tREh*|pg)NUq?R$nOV4?4q2lTbjkY9S#bi`)J0*$aN- zqSci6;neczew-0*xxtHfi*RL?Ae8Z%>7kv##nt_f>}qXEJZY36Ov3}FlW6lM=PYK_ zfNcK{wCLW(SWY0RjzBRwoRRDqv(2KcEM}g6e%|y+EvZ0=J--||g-rK_U)KwiBtTuN zT)jipO{bDDM0#5=hc@8~X!zKGlQ0gT9fu!?q|hK@bc2tu>?2|!2ZleJGg0pchi*g} zJ6kU)i9HQ7GUooVdZCT%CpwK`J&tiGI+jSZW}Tc09YtT>o$_9w9Y6tU?C)j#@I;FV zbpvZG9x!su3fCyT#tPjXtK*6!cV1!AHN46ohwdD~D!LlG;R+&8>81H@=hb$@qUK;g z;>LM|nxn4zGt7&HqG+EUf@NaX7vLY5OO=~ZwzBA3v_o;- ztezmQ;IK)P{_QLLO zfh#wS$L>)GaAQRIS3m2ja*JmtE+5yv0rNBT;y9k_psJs3f+)&E9yRe_JuB7Bkal%6 zdH}?#n(X8d$0v;I{@7WfAS--JpN*NxKFtf+rWaLZr{EEVOR62(ouZ7T>CXl&G{L$O z>N_dK8DUBfnK$iTehf+41;haI6qt3G3!jl&6}WjYS9DY^itj(s-^Wm-(u$FnCRp2;+w8?ZncT~m}F37bDEIuq<)`l z!hVj%DSeM0yL+sJO>h=GD|L`G@YuH7rmvW(p!IYN6Dg~|{*8O*9lhKj$R_aE1DnoE zpf_F;>^-W3PBuGR>2e1MnUsm6S>MU}6+dwM$}am#yMwTPAmyqg3l&6*^E`=mJ*P5Hkk058PqGB4RXnPu!%p#*Nuep zlSc`;D4$|(*c0$O(75mg48q6=EtY*y83ah2eNlms2Mlg-0Qo`2G~Lz%rnlZ^2|Q7x zKVix$JpBz#F@|@)DReZ=&OO4K8M%WX7EVLoKWy4Ag%HLP761Lali*!wHq>1F@(%{? z4FD_eJ|AT#q#rc5%&NwlrydK(&x76ps~j~*Hl=qEbiuARlXGY`H!+(o1t|3@r{x?@LY_Qtu$hm3rK6QMD^!xkpjLxeQvO~H zyzgYOkETV-WoxxbPDy)qcueyVUzH%|QA;Tk4~jJ8;D+sHGC)t_0-9~7svNM}QV9!h zG#Dn%o`EqN+hz%48@$7Xx$?>JGBb$+LITa;^$jQmm$(&{#RnQvvU{-dhgpb$Hd(@J ztJ2?R0dJ zBhW01lKY8Kxxvm5_HVBrndlTKk;_g}pGpJp@V3*j2te-6m>3-i9#mwQjEUp~#)!6F zRl%vIMt&EZOy1d?AnuIhL?;8+4UQqv5Q$s~FcC0{@C-Z)8uGh^d&SX}DR`s9_j7Te zkTL(+Cc3l--@ou2>vo(_NX35_efDS>W^}e8F5ExwbAqB*7-JlGI^vFn@f8sah+fhFL=t5Iv}qu(02VNT!v1K6a`Vt`kTvkVxWk zQhn!0^`KaZ`q1rsq6u^+y)BGwo1_Z)+IdhL4HP;;;SA z33H|ll$#z~0#4oPPioHFR0uh+=qgGtFberi1468%go%5occ>^5kEN3cYoKw4M&kXz zhLGV>XUp#?`?(4rs&++XeKUuG4SON5g0~~pO!O3>YVtEU;UCRMUNlUyRc~|Zp}0w6 zUFzY30K!a7obvXcEShp<$_d#|yKDiVHf^OdhKCyuEWA2{N`%B4mK?q@o}?X39o|;_ zU^psN`C%1bCDsyUgX6dK*KSgHamNEgIIZY|_B<`BWx^IQh9!4)g|c#}>{=Cc=ozV6 zK1FrGpnn2r(W{M&ri2vTH;+t;UfaRAZgjOBgk z@fQ}n>?g=b5IF<&i@u6Sf~KXv28_4kNexQ<0c4WgSMFIc6*_{fD>ChX|Ayt_CxTSB z^WndzNp-c zEZ60iiMbrLh;bMhRm>zM>5|Kb+Ut@yo)K(UWN}6mV2~%iUfcsNDSn`n{(7-CB*#r;EdO2| zC&_N8zv|cONEkP!`H-lYN|m$D=%#e(3l@rnhzwk^l;XI^U@ce{1TY>8@(7Y*@2Pl& z8_jjJl6%$`b$Jpzt&Zb27xOvCv^djUGy;0~H*$&)8{6PJzWRrX<6Tdu*ohj3;*NmG zR5*8qcE3_CYWN=XkYGqciV z!CdQw!a?^%YH%x7i`F`pK;*1A5}TWVGMESu%BGH&JGUc`*>c1e44ttPlm4ZP{s*C2 zGgfQ&kEXE7CB$gZv$X5>g^YYxnqs;jJfkgd+J*;P+5+__9EOGFc;%L`LMjHk&hNm; zY#PVTE0hGsBCwGrWC*-pRS6+MW-8%D^fn$vUE>Ighg-r2r$1mel3m^)^}1MV=h_B(!kNkQ6bN zB2n{HrSP)jczM>RF*GnpZ*23~a=)Rdd-IB#R#G*RaY~BCAXdQ$x_jCqKgCO#wql*0 z6EZzTU}sMYG3Kc{bWS~T3+;X|QS&s>&KomLQGLd5^--3=h&TO%=A?Uuq$uw2T^}>0 z6XF$D&{6_ByLFwd(L7psWYQImWugXE^YRywDc;ZE%>5?)4$Gr~mlYmz_qQUN)m`{) z-noNes08+nrk3}h&MX3mMy&}4@Un>F7=N||juf{lM|aWE=0x4eEJVfvesus)2)LBR zCjjJMd19DJ@+Z4&33A>duy3$lQlGa*GQtY*vIfGiWUar19@JdZKMCyPu}w4q{%M#v zCB`CSj`KnRr~ZbzBY#^wCcp;IY?@jGW7jjPE57dtm6QfaA>;)}S*gb<)-QRB7MGhi z7h|k7FCa2hV$Ht~QMI`Y*A}{BJ=Y}viu-;Pv&;rue-zZ?`)}Ttn(-jAkbEV>HguDC zts8YEUey|q%FpVGl2+AFjVYwp%N!a$6df>%F_V4}FIjSj{Rg7S4du{9W7`_->Pb3E z^FjAOo70xRkW)Q#YStlPW|zSUT(U%TJ!{kkL()BMd52<^TnQJy!EdpKva1fgEe3t$ zLoFk+*j`AO%{`sPACm?Dc02S&N+Se%);q;bTyLLf;fa%#9n3Oy)A~(< z_74-$&GSQ%6wwDPaX8~tU*@zkj$4pQ`DGk|Y>^rR00vuazUuyoNuK6>0{+IKSNu(M zb%c6lo<0+qGNET4V!!!3*pJZFWNlMs%)(n|wP_Zs==~vM_(!=rXdse9*1ho1NoOUC zj2bU#fTeSdYT14_3~;|Bja~sT1gN|msbhotNtOCOh*wP_ z;-PN_KLfjQanhlHV77!WOu@Rl;U^429$g$FVK*{#m!XH?5} zp%Qo>m2YtQTLRmL}B?anYtWssWz+kA(#^4aK^lnRC(b_`X0)q8}D)) zHXb(E*x%_PP}CyU3OrX`tcGkVYodY218;!jY_5;XaUb*xL=RU-J`%7RjlekU;ESfbHb)l6$Z&QHQarR^{)#fd+tIUA)QTUQh@Ux?k-KD}n zH#Z<{!D9LC^$+dnUc7@?o!oby!1YnF7GP+Z z+`CUK;*Ua+wkze1VQ7z7q#vISY1J@jZznq{aZyd0dLku;KWL7AO~dvZvr6veNAv<5 z(u=L~p?*nM2k1Uw$3JLN?2KsrjgK{2G_PnLC=1XZdG3ghlhi48287-JdEiC#x~xDA ze;e{^kL~5v8s=G=Q^jaZ^MmbW#|I(Om`&>)& zXN?Nj>Dz+}3`h(`5D}f|O821)+dis#xUYrcN8f<3*IrxO6m!c%W(mO+N$VSz6bk)| zK~AiMnctudqGU%?SwWhzNG}dY|4T1MX(Nrez8Qfq@z46-c=xJ6LQsiai86Z-aXSpU znQjV_iDnb>%rUI|mN}LL8@#Sha9cdgj5=IUb)RonkjPbB4bf9Jv#P#mAh)en==yMf zWUakX1*`_AD!Sr03Ua+(==d{zafA~ssZI~zm>aL$ymBER;5R1vC9RKa=j6U^=^c}+V{)-xDCZ2l{kQk ze6S&d0>%n*VQ@Ff&Wy|cTaV|m!f7CKszn<|E;Q1x>>ml8%;SQHT?ru%d~3oi)HAdl z+E}Dso6?14*cGCq}HD)v&gkrh(N>-cn+tB^zTg!EtCo+k^cdtQU0(s zvQ7j`&FpN5Pb-iyH6R~~k%95cHLVX0;PR{nF)#4QwAdHM?w>DN?U0nkBWj1k(4+)D z2S^LUjT3t2pYsYoJ`!qF3X%PtnU`-)_1myl0iJ`>DSoeqwrUmWBpP$sxC$bxBn+1+ zD^zA~;`qnHZQ8c^HUq`r|A(Ceq5vtbF8}VHa;}K)&)B(Opp%xQT4z85=yu z@Xn|x;3Ip%n}wXeOyWN*#dd#eaKTluYATwhUraj&?7(yEi)5NVsDmC?+LBs0`FmJ} zK8kPV?r;_yeoUSDYPmK!6paVX$B>eS-4GPUF)Xf%<*K>M&)eFPhB1#HSeKKir4}<3 z9Et)yTVD@L*x0|#aF73&d1psZh4NGfhJknr43CC*0?VdK-i)@oy;x1NU#zD|>EK0G zx9p$Z!<|m~%V&mS(6(gzWiQc+7Tbp~)RiEi=Er+rbI2PzBSfNc)L&IBuS(LlvglBj z{LZ!EAv zPjNuwDxctWA=4omcK!M&A8~i#+?4S>HcLkbF@%wuk>NbK?pJ{u!p=O4zue7%$!@w} z&S~S?sO5sCH$mFdNFn*JGv{3r9HC5^k)4snFmRWNKzcG_H~fPXP@us=1qi8Qv=Imi zkM(s;nVaFL;VR=ibu0}3|@Z0pvTzoM@+yDw#sK15}Nck3PXtFTHuN3$s?J#*MeN|3ijW!BWhS*HlHE_ z(Tl)vJPJ+aLS|W}^KfSE&;kokW)^MFSfy=z(m1%^2;GGeWj6BS$O^U51kw$J-?WT_ z2NKk_AhC9U+E6oDR-)iJ?Svt${F-mPJj1QJcTMJ?VuF*>;!-nDT(pIMI7&Y^au`KJjQ7ggEjy79~_05cZ#)GWSU*4IR46;0;2FSgdA)3dBBmRY3%?nXR{SJ$}N22|PRLHV}bTtOq#()5^D>3h1R1|Fv9h zvL^_8mh>F^lN9YY{F7y^kAE62wJfuiI9j;XtUmr&unT_Tdbz}T=&p<%_4k63H8RB8 z?#!TBwe;3ZAD+CFf^m}C@20c%l62N2UBHxtmmDl0IFp^-G9fyZHJgM$zKpz_?(0B( zzlwF4;yExCT||H^*fPk@m#digauTw}0C(ouLH3*Mhi z)PqVM$_{RJz?dxsxVgM%vN=frce0eLu*`?W^TPjKWpLh}O5A-W$DK%|?~#sr%x=Qu zd!ux6AHdFjL{FUum^ea_4SBfl3#%`Xt@fh*HglAW1Mu`~!ee~+)=0}_2g?RVRZacs zC!Y+-5hP1X8Mu#=mVzzE{9kgpupa9y|MB`#wf)ZV&M|i#xjV?;D5qcrK}GpPKYa@4 zPK#wN3k6R4hjz8Mg5f4Ci|GQxq?7!OA<+(P!I4kG1x^bn$PuWuPS#wG#2jlhAP!lY zzMabC;D^eNnwhHL*b|%dS~d>8^bj^pG4dr-0|Kc8NWMDR#CXkQ$B$^`7gJR@n|0$N zY(E?QVa!-*B3T<;HZnMvLY>?S7||xJl5YlzwE6}jHS4e<8DhK3veaeiORX*zQ*+Ok zMU4#;f_N%oL+!MGqLMmk^|7`#lsK95>zjSMp<5u@wZ?Jgi+TbNMkLMiEF3rz@*N6I z2WL43EhQ$>7NSnCIVB^M*Q_~SpXgzTbSk;Xl!b%bgMa>I}_scjcs zSJRVL2G$?kg5vp!5M?xGtoWNpy8@k({4oWr%8XA(&?BtlQ9yyq_{@PnSnpxR7CGND z<LdNM#WDGRnEJ|~I)Wu! zoZ#*n++7b6+&Q?r6Wrb1g9f*Qy9amo-~@MfcOLiNSFhf$t?lmVnyTIXwx_528~L-A z3S=}d*-O%6X_Uc=HgQ|E2@wdf9}2ccplO+m=}^?V8+x6WtQb^~*_C@MxyXEv2S@W@ zBkE)bIpKG9sCD%#Pqpz4RC$PLifWm7hu*^jpjKsmmf29|cofH(oeODX(pRSdnHc^| z-j+BN?}Ddxpg4YFBVFf$rYk9F9}M=);*K~}Bvm+;Bn9Wf4rE2$NdOrcdm-(-pG6rw z^x-St>SX1omA+Hhpp6GM_k9preV9B9O$A!5D_EgC;Zze>F9dh3;FD zIE@uH7)FRvXi=m%7NzkUoR?&@;zC-4;TtW3K~=c}mWiz5m0k!41`Ntb)+p9lWnmJR zI|%*Z3$6g9EhjpCBx>7V4M@t0kBlNpkcLoYJ)U^R4I4?V%9P{S*!kskED&njg=uE+ z{qSNoN*MWR(TelSsQ>63WzfV!jNwSjiX$V?qZQ|9z{-edRL1DwrdYY4;WQYM`oM&j zRa2-OH5{m=&P+Wqz`l)TN4d}!oI|luN_{s7G=t?Q15+tS=d$)dn^)87^tEA|J+v7j zDl)dWDT=BQ7(VGj6$`k@R3Z^!BZiWN4=uP1iQ*U@6pF{V0C|XQ?o;WGHQQB)iv-7CFAsL9_aBGz?eND% zJ|GQjb3=2C4tMeUK81&BW3qO4BbWoNK5vbNzqg|sYL%?J8InQS_8yl}I%(Iulf0%( zLI@J;psxbV=TN-d*(}lDm=SJAxJ}6ia;cHNiq3J*X{Z+`25EuTQ{$ifQ+pyXL4Zxv z`~Gg0FUV^R#Uq)EHvTxL@13j-#luc<<%O%o0z1GVr_S@$o?+rh5x?h{l{Q`B^6;rR6px*2<=du3 z9{$#K+|yw`x?u*kISa3iGGVl0kRTa2CCyy8qPAFaSSTJAihK{*eTt7Q+CU6a0|jJ8 zyI^;dTu9#VmIRu!QRwzO&eXwH-qaikI z@o^e1K@rlry_|?xcB$!NvecV&pC5rCU2Stnvyv>vvfncv{=uMC49(IE*0Wijtwhg+ z6BFnt&LNWz9_>M+7TXo#avCD8{+gkN~LNy+V;R7dw{}@kOL@0lLAZiGUc((;-2pNg_-H z7k8IoF0ktSS=HeGgBUkC*9Rql4Sqr9C|$LYg{GL>i&EAzMgJdC5Sz^ov=Cm=Pqai~ z&sgE0mV9cn6{|R-c)~MI2yArqnBOX@-8npO*=ds0W!TwJ;>4<{!p|wW3zY(ujmZAg z2kE1(s<}EZ$0G$N5EMyUJ~Z(itHDN6$p3P9!j^MmOjz?1p-bRQeK#MqU|Co3KqWCrYTrB zNR3~G4W*&F0@M|#%&oJU7SD5%S@!J>io$~vGQ}sFcYsMGNR1uC^J$>J*BU2+j^O~8 z4+T!QU9RvJV;ieRl{Bg~&G`(SLaK;O7Ase(*F(<<^iHMWA4#;_M_Ki-4TI56N>1-o z*GYv)QMt+?oqwK$L~Zs{LWa=HTLDbU;qmwz@pUXm-kkuxqf+*{xG<^kdMUXF4%=)z zn}#)%4y%p*SkTB^w#?L@R(#bvr+KZ}0i6jWI5>(@ofN`U2hPeP`ND?6`}VY5bOtfY zN4g)(f!wvkCw{SvSoQawaNuN>nXWjTcDfMtjfUh2F9fw95J|rypkFN_ zEpCF4_G|8&4b>RBEDK7z#Ro2}qU_3^j-bL};XB)8iUL!a`9RO zOedkyipd#2o!jy%Tqryip=Mv)AOE6P|5pUMw1T`+Gm3ebcFhN%H+YD~$9*8Qb3^%* zYe2;87S3HD<<rc$erg4XL&`8MjM6v&u=I7Q-U(h>c#u1OvT&d?n!mwBczn zD9usAvtE}tWJaF7+CoJok8jEvAFz>;i+&;umlb|e3dnhCt&GSlI-IFrbbs~KKj0%1 z7ug|6CPf$WaicXMc=MEE|GV7&dwS-sK!KhKoOeW*;0A$e)cOH(84b3xjjbwZifJ0cIQoR^5X zA=$UZ?%tA>0+-HC>Ec$#4Iw4_|BUWUlct~ND<(8ow+SW#Df%$VY{UY8CpkMz3B_k zY352s&f2)P1R-Tb#j_L-Z1$aJZtr1I0dogGGkU}_c+^~P2?KO46owfEf@aA(ly6bHB`m#jImPu0-{oc89 z-$^Pv49vx&o++3e0-7mGKz=W*^P$0->z(6U{o{O0GiC@)C*WJ8F*VQd2>X(Ws%SC^ zAy9hRGr%+@^@G)}r7t9Mo>hwB143q&Db~g1pqL&kxp)j_bSGCrTCXNy;&ja;G!FfT zzR{BZs|BaN?XE-{nQroGAiRueSD!iZD>bEoGn{0cEW_Bn5FDjZk4Q<@D>as(DdTW< zQe)w3Ae+=qz##W`C#DlA+I-mZ!?b9?VmEeTyf_hUA{~+@4XGm}_V}iUO{UvIhYZ64 z3aMX zN^1pqU?P{v_W};L+W3#lFRS0JmE_kejo%T#$!BMRDj{FPSG5n?;>5NVhZw}-i-~be z`TqS_JA%M=3y}?gIhA?oi|a0<_f&T)M1uWOU08MYWZj0oV3krtuF4<+M%tmigkT zwpwge)?ZJ9teVfnarnVeFY-bDqpMo%JY(!2jx!v+n10gu@jt#MHMH033R%Afm%DxX z>P2b~Fb6j8EB3h-X%)P^wxJU-w(!oX2cdlpI9c@<(jZfzy?u!T!FlOwWb8M822_ht zWq6GJhJjm1NrNW#U;kZ*IPPn4*vDVaS9SG7CG50&sO}`KQ zS2r|9n?0b9~8U>68zAVf)oS0ElF`jW>L0uenfjvOeYC zU@WS#WLiU+Gl<(}ekeY_^=MB11LAdLmhtZ-1;h55pU=1k-2PBC_w&mi?pOMKi@;wC zXN=lY!`iJx|YhCVJUA+b*bJ2 zdY)(;r$N(t=}w@hhQOFCLIh9_R>}%!&0oUGGPp@Bh1Ro1V^>@{Lnow#1`ZBaYUHME z^nlvu`($f-i}Gy-GL97dB`MMC6e}$UPEM+RVih;KG6i6^U?jzAB%QGkF*^*?W6#{p-z|5Yu|rs+Kl%6`3Cu=-ZnvM zpV;_$3}+|kIuEU8p@>`1?g3D-Dtoy$rj28LoV7+)_Hi#AP5mNPu5kElez`uwolqDg zwr7>a9X0m}-95^FX%9O)A#s3vriilb)9H^iWX@Q&J@ zc`PUyy5Z+7q?WI4L}*C5quQb-o=x~n6@Y(|m-4(FHVwE?+8cMGjw;<~>#zrj zesr9N<=+VeZxJVHBU#N<*+QVhNyr|!bo<&fd^4EF5!+vAo>5)Yw)hslmmcS{xbn8p z4J^Hd6bAYW_Q*_!0|=q92M6N4-a#k-+0uXRkm@a5R#Q2bZ)+gEWUGd>8S#ALy7{c( zbJ4Lse}I+eF>DEi{!NY?jQkGf--DkuOMKkK%WP&Vy&TpU_)W}3O)}L>aIog0Zl+X! z$A^{_c^HPEbvT()lzpX90?(LY@H}cv<*vNJR5#ptsEhHS$b>ElwyV~G?MSK z+kz=VJnao_z&DPJrTo(B)a*fzO|*v`%8uLt_J1rDyWBKB9M*~NQsCRI7Yt+-)UUa|s+t3vdGQUMo<8yMRsX^miKU9# zlV%CU%9nLCm#FJ&vYBvut&ljZ_T;q;;|@UWjYP**UZl_zghMsB5%nEnH2Xi4%2*IXB|;$!J5@3Y8eI0l-lBazyVE(SI=p|FjB6 zc?EN~|5viUHtqEZZofAw~2O0e+yv16!OU4(Jr@4IQe3 zX64*p}zliE#uep=z~ z*z{C_yTt$h;|i(OgbBlnnVL(ySv>`82s}AYxGrnRKhhLqVsaGKfD_JihT*z^o10A8 zRjXYlk&JVds8fm2QilYEuwn3O3Z#O_e6AeHAwj^9yzO1)^xl6A4|FDJbf7k+2 zVBHZ1i$Z6Fh`&>(oI5_2S3bO>mFV~e#)2LVR;XI8?02s$jqX!KD`Afo022F>?NwV* z98osU|A;Tf?Gy(KK|9IJ5P86w1!Ma|Gir)W2QFmU2rU3;sybOco>#Y8YT630aPH$! zU=7<#EdO20lq!{Nc%tiQFb!U)XBRcY*rV2p=mHL8!;y0<9WlZsq!~!(dG?Nr|Ejt@ z3r`yA6v6XHabY{2H}`n#q%S;5@QwLRIZl-a} zgT)@j&R#`haIQrjHO~k59Z<`f4I>izE%ycp=KNn)9EIC}4F%&90C~27k;#M{ zG<_{EvE|;ogx!0B>Wm>42Y=bE5vpr^qjv~Oh}9T=LVm?*8Q8%J!@{YNs#<6}q?Tu4 zLM}Y3mx0qrO1U7t(06ZPOE5kYAb3@q5jzr~r?FLLn}!E6JGA-s=U|C-)A<$@awW3x zAuofr4{F;)Gz0si=MZ!y!v**{A|xv2Vi(>Z(#Nu?gn#-uI_3>xpN+lk$T@l)EH?~B z9)Z=Mid&!5{qk^RwXUuQgq=Tiln!+8S>V2kL__@92@MXGVgK07$F(gienFYoM+#lc z6tK5U29Tr5zt8lf9Ugo7x%|j!B)lXy$$1(AwpwSjoc;@UL!}D@1ISc3CujM zV^q(bU-yh9Jg7ZGqMfj&Ro* z*)4q6{Xy^j(YN@R6d`k2H-AX{Bd1ieQvK~5w-2z_Ltr4_sMybfZ?O;LJsd9kI+&3y z1*YPd%+q6#l9C2%8>h#gF;nGgT07!rCs-Mj(cmG;DCcmB=6uv;jwEswP72Ih5Q30K zbTktND{5(EJ6rMS98=vL8s}C!c1my-tUXm5Z|U5^0kM+R`;ox>Ei?uDX&HRoyFAst z<0w1$n?Kvj^1|ShF6P&mUfy^Kd6wo0KYY+LwUSYChi|kaIZ6&V^E{?(LrmDj8 zI$~|Etw+UTe=@Xe5Zv|)b)tdN^#e}%GKm>;#!g|v2Jy|TQz(pWW*6urzv!H;AF@a7 zk08b##RESkz6fSDzad18hww^&e58wa)aNFk!Gc`R6hEDPQA^;go{NU_f^UCdys4n?h`F}AN_qCdG9tzM+o(|J2eMP~Ec6?U z61Rod#Y(U)UsH)F0u6=~@vEF~JKM8-mxZ%lPiAoJA|193Xncu9d{O|R+)Yu>WEfm{>k0?0mEa(h(>!AuVX!c~n z;vZ$zR2B?YYt!Eu$ROS5IO`vs`7bMZp!q63iPB=bb(hq{hP(k-tX3u>oXQDQ1GdtL z_M;NZqJvSzMs2y;LQ7YqU-4EfE_sMz<%bafWtrNO;1`UtQH3pJby8)y+O|d&UD+Lv zJg3GOVw7a#1=g-!34Z7c%}~<8;c{7mr%^;&uIYFXW_hvRgNsQcpDLb|yhM)pTd}2X zNwDeIX%Z%WRI-@2UG<~1K8eXbw0^E$6T7)SEpVo7%#}?M-Etx+@b129*Nor+e#3mA z3|nlBrCjPh$X&=W5}9Te=Sg3scw+S&UfUa!@sFw@-lV_jM%*GoA%KQr;!HU4>g@o< z^5C?<`Z77&og{M;F^IGB6N%{b%mjdlDf)ahGw@V5B>*`;-JkdloTV9Z2FALn}ULuK+J)E2?LnFdPzliVq7RtYY^R@TZzPYSbjkz9%56nfQcdB zkfBh3QVy7Y{BbXeM4=E2Vddj?t}|rQie4c@QU&V(vvDgeL^ceo7g}zC(KdfM-RXLX zvIG1D*&F~7tzZ-(JmKj}S{jqhV7(-i^9SzbSTNCkyl@6a=u@M-QHLbg6QN(2%f3 zB7K(;|8uN!Y&L!%{UU{fQCCDmMdCj@oHt|N%6$B9!eOCweC=#>Kxhh9$kd#f<~VDbqd)Pi8+q?%SwUdr26sjq6ab{F3f zx*|2}DOMtteCc^gmauVRuE!gY$^wRg5h&E_?K{vBVM*ZGL#?~5Ce#~P zoaCA3wd}|Abjh1`+93iTax9umZWrblxCn1H*<(=y>XP@cT{Jq^F4(vZqT(B;~J zM8i^E;w#8QaF-^!{vICm97P!Y{G2E%*e34oW@D3tMXW$dWYB(o*x{aGvx{c+>UqT@ z?yFr>I%mpu!;}l{Z_E~A>*-Fo)pZ@NMHdS+!kAfNdL=TYoY`PZ(HfN@bF1D#Qh%$@ zbqq594HE|TnLY0J{(zt?h-j}yvUI#@dR3p>#%IQae+F(q8xfkXOcxPG)QiyBrw2q`YL~0Xvuo$;cw(3dHtFMTllv~(f&(^oc#Ne+o=pwK5 zK;_KwzfSKe0DIQ1u+Qc3b-b??fGh2Ju52c&(5BDd1%j1F2sU);)RF23TZEWZKyLMn z*W|9gR=Xa%1w4efWF6PeApRl|=S4V~Pz|tJR#QEZw3lCN<=(ps(^GY<b8s^HI#)SQP<~u<4HO> zxG3ER_IzcyJOLre=n7ic2VuRyv0Ip;aX;)%VW!ur?_r|ukK~Xp$^^rc4lI@YXA-Rh zo}PICDVVdS&^l#Brq@VcLhfGS{Jzmxr`UP5CWXO1RoWQnQm20kHhV44NMI@9t1Lki z2s8#Wc@Zp8sS^vM*E0kNG}KM3%&%2``s7vH2_n2a5{FxyG*YA`{}qZfAP{&US95^D z9{YSn8>7=hRv#HUkS3W0! zZ6~RC6N)F4OTHsgII<)q?Uk}7**+H-h&0{Sx`QqbeNntXobQad5;R773Qg+xAG8^$hDUvc#MY?SlIvJQ06^WCpx9&Wey5~(ldrGpvmkkbEA-r;DEHGS| zxM%ec zoRLpd;EiSWl%xzk10BiC3tjsQ>-JZ)A%$11;$bV@4cu?i&IJ0~dptCgLJXg}X#X$T z*z{t~T}MuG(SvDshM`UzV`Bn1|3QA3&F=}YYqJ(RfL9a68_yC1rndJNS4%ckI?n~S zi7vPdk(9{&ExN2NtC$L6bBmOhOsV5^pQ=`lo0~8K<`ousl61nrHA`@eYb0q62b!{> zD9+CEH*Tu$)6BoxCMGE66HzIr643S(0E~7^L&{@Hz3_Z_&r0c-PI+t|OCgK5>T~=4 zUdfbBnTRmIV(oLH(W%iJ7lX=-O{XNh_dvL+E*z{%gx8AMVTJ>UGAjQ@2vZ*#8_5+N zZ>z5%_+0LXzn1F52G%$dOuK*i@g^eks%O1&O z{}tZ`wizs@wB6*l%XcFCRJaE|UPs(4yGEgWoz8PIWN4;aMvvDf`gUv6m;vmXBR`-N zb?;b@mY{c|RR8?Ou5p4|m~6NJdmp>@^>?F3rRCDB<6C?gA?{Lkhmbn1JHg%Da_Qqo zudpfH({vp#5KIqj50kGs%0Iz{eEp82tzo{5PwE5`qnpTXoos;#Y2&>$$C&(kg2 zW!UaNH7Qa!y%)x!F_C-c2A=z5fn2eO?!gm4H8o{Y*;zEsUGZMsU75GV+BMU`^G`1a zblbQ|>;Bsp+Nt3FIU8x0@W&ITvhq`8QL-ai#?iEo3!>|nE|Re4 z>aG^5XD9j1@(c!Lrv=HH-;Xp-)VCTEX-EXkOTuZ#>(SpTi;c@2Cw~1_o@JuIpb5R& z7IpJFn2VwRFdQ@}6Fow7`r6=Q&G-q&=Tl_&hZqJADJUg;k_HF02xXjtLq%W#mezE@ z4v&aXSR@!cGzo9NxEQlsPEd5bY=PadIVLQQG?z8d$qCQ1XUe?@h^AW%5bjduR6@CmAuJaxo3_6jW}Bw=}Y9ImO6ECsHf1%W5$suet1_yPF74*d6vYc^)d3 zCFr^%zw6Q2RZeZuQd67nXv;JV`4lU<^qaWSCI*p)peH9`3_0pmYwa4V2)1wMw_)-r zp@PU=^v3+BwE5TAz*DM4z&*vQV}t_I#3j z_g1L^uYcRA+Fv%Vl2O11ihYuL5BMAb!3zWqUP68BUC8m{(2LzH;%+WKRs`2SRTUN~E&6*N@1WE}HVYglzr{zgE%=I&cZxFfnx==VvyT&drCF zg&K+wCHvZXc$D|iWfrO-7EAU$(Yw}d7^mncUoy&2NrxIlSb8cN4;{z|=Dei1x@DO` zbBwcOiAkStg(r|+{==74QlYT>Pe?ak_p&p@v_BP*BUN8IZ!n@&ho7Kchnok; zQeuL^)h+zkr=UWI_6+KoN3(-`Ej>-=|;1`ObM=p(`z0{shwT0)=_?jD4G zxymaJ%|gKqLI}O$LsY*i^5{Jgdz5NPp$7Q7^C6 zFx>WeT;H#W*nYw5V;;_+x#ArTJx%%+#}>(Mnm>u4dvL~rcu4Dm8M*I3!{bM_D4nHAQ(iQYhIbWtqn+4Kcmyw&uYw5lj1iK1-8s|<02 z&OfD)jo1!i)^@1bUq@m(*`2I&CIS>aBVyS6rMu}v#%-WV7rv-I9!rK=5h0S3hIO4f z+O{D&75r^3`YrYrdmGS-*r*i!@C)STH(3r<3V#oeJecMkBm`k5%>+i(rLDF}T!2`V z<*SDr&4EnfMl5LzFHWNxFFk*&EZr_!T%Oud@Gc;Pc6S(6IGj>|?TRtuwLhAKKH& zeY0hk*o$}RHe_);{`ij39I6^4)M{C=;Z@b5y$E5^CYh%++esXGBNIs+=@K}=&jwrU zjY#%={j`;Vx%IeJPGe=_n1^LO6YTg{zb4}5#r7sd8v{GFWmW(NjSJTuek#g=oRk-L zX-_Jo#2buMVEwd_bJJ7hXT^*|Lmy|xg=>6AbFcTCw9%_ zYT~?jP25wB8 z#Hk-)vWCi98ar^UDajTk3-h1yw<+!DnAY86%W7Ms?`mQ^9Yr0nV04HoeKcNH4QKTI zO5*q%NQT}2(JwQ4ebaHG=I*6@?jo7`L(;q?tp>lb-9m_L%vmk)lSsL8^xauqhMl02WDA49T=Q=(9NzxtdwR<*>!M zOBl4RBkJvx8!^nlCr^INv!5O#C~k-;&hjCy5Q;H`8Q~I z`yS)~4EJ*5Xm_gWfN@fxR?ir=egsC=tXY!G*DFYGYq%8Fz^K2tWI?$!RL}>pQgYQ|;?Z~Y` zl6EP}W``ctSD#c{q?6lcS+;r@Z zyx>7>$rqNKWjv~?91?)1>sXG-Wznxgf<5CX*Gps@8ql(1G!tksvSLsp_mWrFIV-$Lnyb?GPe2X%JV!?P7jE4Sa;{1K9a&Opqq$*#v3V- zyos>-_4|x&^M0qfiJ;44|hbS1br{Vl>fLzL$7Omp2y z$`U(m0agjO4t{Co+S~sZB}QE8Ld|!`SnlWh{wXpzN|qyu_hTMsMBWPWno}|1M8t=| z(7TfAwP*4ryW&ps%rE0l8}ny{iURkVnLO3nW!a&0rF}DP5ftcDA(FnDFna88l&qG6u z3hOv%jSXsX@lNXXtoJfbYYF9v4XU8c=`^*pzV7cJYSraAqNS+NgW2epkQUaq5Hk`L zVrtX{I$b4;!kj=sVReGp2PNM?$&@9$3}ctjeN$wSS3(Bq2PA@=+lH{@Zek%0eyc^5 z843k5h^HrV@5_lv^Adj1WI-p9(a|Zc-2uVM(Sao*W{SMldBgChV7a?B+O4?;k&1bO zKjcZkkoB|{k|61{1zJVCB3}x_T;yGp^Sr18+x?t`i?HEhkJ1|Hz+@rx+UHNfos(fJ za}*83go72|RYCXV_etuebepJqLM_>fW%qNyZ!&W(lsc*as8KPR6m!O7wv$3i+EXVC zfkb?v+kaT_)1$ZY%8k6FW#>1LCR0~`4_(5Qeayooy+n{aMM^MmHS1F}{iREk&EBxMEP@qv$r2&}D_sRdiC?)85TtO1AJjfl{f~l$7-YviWog8KHe0Mn98KP|1WU zQ!vlbt>elqt>d!R@g+ICK&!9`ObasE3FsxMD|j=A`UhCDyYx3gP;gDksa0eAN7u=? zFK2PRF0Do)F=ZG$5{NG$mzX(+qtDWdj@5@s5r`CqEq1?z9jHnS)o!v5?C8 zzLprs`qG<=;pVKSg_W{E;)Cnx`GeGOE;~f4B%BW4qr{|;d487P=!Zi>w$Dp%%zFlA7WP)!3M^GFgeL26a1%=G_qKR1t6o9s&K&Li^~G@A zME%HC;-5`tPkPtR0&je(@ofUm0s!S?!6f^rpAZILO20XLXEz^h+d|?`+*x8@@Afv) z0nUYnBv3;FOOe;Ui2biB5Kx?U+!Jc@=Sj@{KBVfK(A} zIlc|-PuVc|9-w!BY(q_6c91FG8>JA|ncQgj|h*5ip2<_u#Aty_(W%zaoRi(&1Q0eVD3U+i* z;ccA=S}X@kn4T>ow{-NR!navQ=@TT z*P!Hb@}Q<( z%@l#HOQ-hZ(%FNnz&%2n0GPCL<;LxZ_n*6*aJz*>I#SyMP$*bXc9KfKqUbGkOv2TE zc9xQ9&LmtTW<^#)3#XWdfo&;2Dys^BGZz`Ook>M5Hp?A-NVl4BT8pSp4HM?VWGH2k z8tx+Ks3`$)f}+aFPtH={49*T{=PwWqv|{;r56-D@WV-xjmNFkTUk8ulQONW`<#Mfa z>;RTMU8XpBg?k6^mXj-E5x-{$@+7|<4Hscw%RwtBSa$C$A}&c+TXLgUXLt$SUWItN1-hR0 zFKqbAeSWc0Z}NOfl*ew)X{E!3-YxhYIu0~Gh zeU8^UXFP!BJ3mYfvI9DMQ~Ag&(Jq~meOPo7E);oI&lVQ%lzv-%fco}B#MGD;>)P31 z$mp=H11Nm%H(W`=TBI|e@iZR9hzo=_n^BuqL6T^Jzn2)QI5m5M4?r4Gb5Mh(rdveB zK$)c|GmV6YLi=Nfqk7~J2C7-@R0}AMCUFb{LGGDSmvE+gS2!izj3H}TWB_p3GinL=e%|gjTVTvIObAuxFXM~B3 ze;X)^Q1~kxszA!kkgcMAVu^+xN&hp+{iTSxuAAfpSn81=P@x8Ol9#W~#lAwY5t zQKN^jffSL(F_S+BTy`imS@%0MjFUz1R`0?|BG+t5my^&!Rpr(}aFO5a6)O!WG5fpI z*gMX(i?%h$m!nb^8sFzv4y_Okp*I(<7|qKiPV!dnR$=@z%Dx+i&?frBjBxBj8fu)P zVofCJN{m%xY@>My73Rw2sTqzWKTI8v5$4L4%-}#RQBT+8Hv zyRyB!soaYB8cI0pZauPH1@khe9u5Zq>wc-~h}<50rDFDx){cYc>C5TrK3R(cQw2LB zh(G*5kud1m&yhrMjHbrn$P#l^a#$FAYj<#wI^DRPGta+b^7ya4g6~6)krZ+AWJKC) zGXR3~E(wn%C~I>+Ux_K$91Qs8=Yt$#>t**uR7jSz3h$bmE2M~e*vN*vZUsVIPz zb5|`NIQcV72fVL}>*1{haG>$axwovPaY?`cDeg8D3^TXm!>qeNQ8sXFJ-;cWGmS-S zVlerZ={X_rWQ-t-y-*|cCqh{4oPI#OVO9<4oE(NS10?Vo3yeCxVyhe;s9M=CH!(aQ zLq`jO5Qd7!)Xne5lgXVerE{+UyT4=@RCEc*I@@csKSokTrl5&(6CuYyk0<*d93Zz! z&GKGCT3--}VI7rSn6GCjT>lRb9*te#%z85hRmwPib`ZEQQ^_dUq&ZlD6wYWsYf)7_ zSyn~T>x0y8WM^W%k-)PUa2X#b0-VG4q6k(M&ieTUr%F+%QqYT+4=!cj{Sk`BJNY|c%^dG^1F+@uRZnW8k-NM8Yx1QSVjdxtx%vPGw9(+XZ>`X!}J8cZo_*&tQT_ zW$kVmgepjpMGa)jufpHEzkcBe4oS0!gb7!jK|n*M8yw>KCfGwQ#0@*SNhHLZHV&Y4 z1;8eh5s`97AVX+{Z6RLKNjI z08BVn0aX>8s8H9%2$8g0PJ$>zR3L~jk^(ApI74B5JNvjumI5R^vnWH+0rImGyfP%S+a#@d+P{6g0lOnze z4-d$1QF>y*490{t@dO|OgOS9OiFGH<u>9X#>3cCCSvq8mfmqDa?jm5C*G4#nTr z1?EqXB0Jv&P>XCs{NL3RDReHy-_FJ6QC3cuREDC>MT5eBJtRK zr%mUvdV`HsWE~e{d=LrqC%O`nZ`tZfh~BB)IYQ>R7~=p4zlCxLC3MCCkiUgO>Af_5 z5{o~)BzxK2qA3DV4)%%hlb&=HkDpLrG(8s4^z)7+Rns?&NEXwuxGIhkFUKO?p}fUS z?+)qCHl1>z-xi(F2>|3{wY^P;4W9)Aabgq$+0;hiWD8xiD^V9+=|^S zQ?j%(N!RtQRSG$vxY4he%;>rpquP;q6Pwv7(v~Y^fa2#*5*_})G=R^E{8uI_@s zN^y=uMMM2`*YULGPu@d@r@cDZ1=Voey1l=sF8|G6(O(>>c>F9KpodR>*5RF>czQlI zd}$tBbe)HSljovGW<;lj;4;tfA{TYM>XUlu5t=^IXJr)rK!4SZSYIz_%K{`_no)cb&?Tf2LlZU84~UjuuCVdLcS9;a#V2h(;6 zhO5ay!5vqn(%r?B2}b8>%UxML$J?P(3u+4L!im*2_x2c@z{-A8JNNv6`zH`m%9YjW z?Tw4|#BYi_vAX8o-e4OTkE^n^=cUe{OxyL4Eg;H~Rr>b&#f(af;x4SN*|#^z)4JhlYR-! zpA?W71S5;U=&H-bd_4}0>g=k@*jkG)d%>`A_VJKf9H%Y#Y>s)@BTidPoV=6;BzQPq z0dMH&^Cwxp0>FfG6;M^diAo=hsFEVzKan5`5fum`jHG}H9nMhtltxuKX_uT3j-m`j z2guJ(kozaBIAAswSXqERHY9FG2nqm{i<~G&;#kgm!FBhv@0&h3^ZrSSpFlvt+(fw( z$4V$SOyl}>@f-K>HmDAW(i00NCpA&#PdEwFE%lz97U!KmiLes|Cpv%92Pj>*q#;R) zM~GUY1|x}o%)5#6Qx)p{leKm-r{WvJiLKbd)9OhNQhe;zC0!b=n}^Icj;ql)ZF1O! z57J9YNTTy6eX!OgTpFI6hrl+D=hMJ!^45iq%1cT(;^t36X)Ld@>1oUq*OZGnhgo3z zfa-&@vna}owt7)yYPHJ6oWm@$9Wb%k{t{ce8<*W1OkSs^h?3V$&bshPeM!oW^Snuj zd*quVD)+E^BFb0}50^hmYuYTpWAmLhoyVFDHmb-v?w|M|qQWeogydVcx)Ne`Y8xSB zj{7GLfQTx4*^Q7X22J$B6k>JL2twsQFN1PgqbQnwAl4^(1FiE=RPrSj1nLo(} zX}xm>n*NYR8dwok*#MdOlUzj|xPS7NJ05CxXtC~}uvxAesNw!eisF0cPj+Db|8^?Z2m;Jf0ERQyz?hJFn{u}=1+F6t6w&MG66Nup9BTj(?5Tr-#^h?*KDUqVryBT z#`%-96XJ|a1GtUb-=CHp+y&S&Z59rltT@G4oIV{dOys=KZMeE z0-lH>SUyoSkc%MpOJe@T>IbI|A&Sl48m;&N>>7`OwO5Sa@(GZ|Xd-%nL7h{$b4f3! znHbSg!=rXk2c4uBphC9|oR&e!JiB}NCs2^h1CDjnDCwh6&GLbK7?hqT4jlD3;PDe> zNdtR{uaO&bxuYHeRIH`T_^M*_C)TwJbpAw#s$%|xgKAWK+5711T z$=H8Ylf^4~*+W2zJitTg zXx@CyAht7C?7}KIgEBcQ*>CE-ZYME=BA+!L-`^$Hp2iT$`^+kMVDRR zBQI}3C>~B)dW^W+;rtBBCA_mBX~8gZ5Eeu+z}d=Vy`CdAPRaYinZMNMl*(;CQZ!!cQZ5b9&BM|fVft)nHp$t-$K@rZAMvv&kxZ6X z+w@F^h-}gqqz|L`k)oOGlE0vhOI;1-9+U2`BrTJcEqumWlENB){lr-?=2dOIU_``h zWk^S%Aa0n5B2s)yCqqDx?uc|t=M-V`eNC1~3lQ3T-%Tg9NV|AEq%FUAE{y zMWeooMkHC?N`f%4@_`HaXq8_u%D1<5!3gPUE3-NZBXc9fo)xxb$GlfUmmLv{gmg{k z6cO@%Ly|Cyh}U`JP3F=EP5k&QiW?zx7UdMG#juMjIg8RF*JAwNkR-}Njm9eHBw`vt z)L1!aM}jpwkdjMcN{mJ|YnM2X5f~nIY;WRnCv{T`3oTl}I2e5u{ z!7h9(o+%XM!biWpTKb-Pi$(Op2iMe`-`+7b6Qs9?Ord~lE?iS6%?eU$$rK80YxadX z>_Rc8Q1HUsJB8A$`d}@YLg5;lFo)4+Phte-=8EtD1q=`v2%Hdk0mpN|Iujqy(KB6; zx!5oTSjz&O(g7=R{FKga)lEUlf*|CkD|!{~;wtJXdTsiojH?(3#dwNN=v*Y_jSxrT z_}LRV5QRtzf{>e_=-Pmbo%CB#S%i@59w~NWA{1mMy3*vLC6iHyiYDOXNt~8wASEb? zK61J{SxF;e0Q=g&v>#z52uuM+q8!v)MnM2yDc4H@jWd0NFhxj-2~&`eC^O&F)QPLn zc?(kI;;14+oJ7Yd&PS9b0&mGO&?~q(ZtHKj_$i5q6P-Efqmuy<4M;Q^fdYvhif*g- z#KoZ{p^!+&PhRoJ2-!3QH4pEYZdXXb$D|tzA9t}>3gW{^uZXZ%;(kztMacAU5|M+QE{Q!cNq9x1=@J`_DosP~ z8OLl%5FbW%MVcEWeyq$D5306q`70jM7ZmJ~Rk`~zlO+dq3dWzun7NW{c9$BgE_*1_ zZw1Ss8p9|vRg$D*2N#1ts`^m7Kntmk6m?8wt2vyQnUbLB;X2+ik+O%}aW#*3Ols>^ zb-ZK7iClw;s%D4N)?kj5T<}QALC(Qkp8)C)RC(Ri>;Et(N-lV! zKVT=b^3SQbD<1BlHXL6&xHjSGSTXvpEv{_p1%U~xX9aPlQX|yM<;w@xYCHz3PZ&z= z;Qr?&M($Qs8%n3Ah(eV&m0lJ~?>Bg3D76onN|{H9qm(t4n%VFD`Ysry;}gbG=J`P= z<;|sLfLdPP5{S|>I+dGCxo_$App-J0o3%&lnP9y7f>5)o&f$% zcC{u`X(Jp8l$*=^fv1?Z>|fP5O=yZdxOmmnUPUGdR;dS9fDEgcihQ_uG2UJ^CJ5D0 z>BAKwlLM*(FD_2}q_Q{z;|Rh59+S?5&d zFuR>txfGQbI(Z3&KCO>;U0lex1(auPbQLHjG(vy0&vN;paq1<{Z2)(HKtl8U$2u!M zd8Ed({9?5BVx?&0sqidYks3fM?azJjHDjG;BGXs+bFF9uA(iv!zWAEG_cU5QR(N!+ z*aQNV@##K+x-Fm*l%&F^YegyxsI(<@cka>k^ZyDgL1#P62wMr^1s+wqv zVwAM0?w+Nc;m%vurn;bKJXD}Y*%maO7?EiITZX2*KW801ypK|BGMio@jr$XOlT5hA zZQfNxcfiV9Ms8edvUadLhn3r=x&saFrTeH(zbEH2v));({MP3ka7>Jgs(s49N5;SN zP(|GIs?0ryDwl}zp;_k&sDcw3YP)jk2RNenXT~uru=#$6j zv-eqr#?BIWvHUqQ6K#^~n@+X+GI3|`GIs1@P?>ix#Va$>o}Ikw)H*N|arWL^TPg;X zd1O{RGZSr0ah(_JYV&0caIi={UtX*8^-2ew#WORmZ9^JT%xzHnAm65LWS)@Py0SFy z>Xoj7i)UtB>xV=sSU(U79amFsTzItwWlzDBE%95S30JSSDAsqSk47pfqQBpt6sG9p zqUq^Xj$&>vhv8+f`$92du3;j#9w&^HtoMF-7mShV=vB^QZok^Ox%msgNVdlmr|6*7|8`$<1q?##G;03t;3c%NY-E zNd>-jt-G%rc*LMlnw)xJX_}nLOun7Z`rLneOwK2vd*Ir01Ek5v8#;S8yC6+-X|)hcOic0+kj4e5RzyH<;@SmaatXCMOqN885n6mlVSvz5*Dj*V zj%~}BYgb++>z0fT>%C)Ejz5FQWfsbz%6yOXXFP1bhowg5ts zGz-etr}_;g-6kW>AJl1-5Ql_7ep?bdA}glIWwcl~>ht`wj% zc8CiugNjY4+@E-(vC713E<{K4SQ{)4NQ_Un>hsC?bU~RP(HxyJzXcZAkXpfN6`SrO zVbk5Q>JibdGf@5PNUc#u6qoKJ;nLlK3Uaa4>l{?GM>nNG3aiq68UXG>I)o@y=nbR} z-4eN~^0smlCH3dlbZSXg1dZY`yW}bIwnC(4cdnfM#FM8FRR?H5G1>m> z?p%ItPB%Z-zO{GvS)Mz~(Vq(4i{&5RM9>|;uZZao8>EzH*^oEquH*BJAvHQoB&24= z;Ec8{*)=HtO#7>5wijL{OJ_6l=3F|e`GktDv9yIJ$1`MhTF@cZus8Q&x=`8u#FQoX zKux`BB1ssdYN zFZF1;;>uk6YFOEbNdWoEQ#1X}ot7>aTbUoM}~cKzh{=P899K>nI3+apceBW@g>Cj zSx~OA1Ui5uHZ%T5n)ORNbS2h5<*`!^%m~eA-&7xxl^wbo!GEMlKEFZtV{YYj{Cq&3 zfAB@LE=T^<(V~#M$G#s>3^~U-`jo>mqJD5$-JoA9qI*0Fw2yh(Ht_{DF4ec1FKABq zr@tp~Mm)L799KMvHS5fCCW%e)TG2k(9kHNDivdMLwbPPI19vMbiKg(a%4m!w_Y7Kc z#R-Zy_h?*vYBk(rj#3BA^IZb14wEL$VmubVs~+I7(}Gw;kagH`FDQn~x-6!I9M)6I zC?S&@*HmM%EyJF&nsej&#m2*WXbG`#kU|hCRyX8ExGZPL4Jg;F4$^9r>j5Q1iN#I1 zc)i36vSurL8!JgROlMmBCzj=l9jBtDJJcO2u`5g6A=9obEn7US7v@C>yi<7zUr%!R zvfN=bmMFujdT+W31zV`84gZ>pK z?sJsTTc$rj^vzBMxz4F)>No|QxGYZK9$|u0krS7j&Vfs*n<)y!M+R0+Z){Gj4war4 zsh1w)>KDqvr9*npp z%RHyKM2LpXLWk^r^Fu^$6JB;rIX$yQD3VqzqtWw?66w1IfTn|~OhyYlH4ibZl zD{T{~CeRQSsNdxaI~a=`K#j4825bF(GstiIceemA?E!0!%VNnm-gXGB>xm}S^cbD2+B6C z*i1hEsNwX}!T9ZS4&@Cxo=5Y2K=OXG4ME`czN?wnCy;7fP1I_TqLopgClGStij!OM zB-Xe{-HMVJjn_9oV7($O1{4j|&aJOBaJQn8h=%VAfXOS-0x+?W+wa7^$Ue%75}S$U zCjgUIpw(g0q*;u|9@c})@Ystf84W=ebmF2_Bj?2RDItgT)G|uQO{j;i#@bF?Z&}T6 z4)!W)hxO1BirVZkHKka6dGHt&wG?*P2cb+ zE1MP7wYYwics&;E4&_%XE8QV|wQ>tOaU%#(ITq|NveHK@>oAHP{Y|yGvG{o38RNuF z2cV1-*V!U6lt+Jy$ihl+;s$BIzU$TN#5Mc*yB(3Lks=#}gTj&S#Jv(uTsAW8R%E(9 zfYiT6z_jwHJ8`ds6PFE9yA`7DVxZP3PDPtWa@X3{NCG}KxqV&in50hJY>Qv+tr;Oa z=8cq_Y~@JJPFx}L-MrYwJ8|{uyCl7R(TS@YB^dGKJ&U4Ts8WwD&J!tTXd;D5C~qWt z3@>u7^RQP3c#x7Bl*52rbi?ZaRUi>IQlf7oRQ*2Ai!2H{q8nbdw!y6K4$&&M;dMHm z<4uG+SF3O2md+EX>1y|o1^vrkG)_F{zhMgO^!Q5GAD|+c(A@A!WBn5-Ee$TIFlGBn zFOmcCud1uChUZ5=sRAa+$(AL{$(hZR=010_zsoM(9P5VgZ+tLS)>j?t797vbK( zW>x9(y+HvZd~+$D^zhB4^u;MK(c0kyn@dHQhS((5obUJ6!^6EX_b?8-_IBk~FKr*P zm2%MNw$d3O|Bm2!oY4G)*a2P%scGzz?Kt(H5O&#<$4T*(DwP0zWlFKMVZmsbA<{mk z$N0+F-sPo0bh#i>eWh$oIlZ%oS|n{)Mq9>!t-rROyhuIpn*qrA)&O5={~5W)1Zk0k zPriY*(ZupJONA7#!2${9ai==fyn2Y6lEzF+sZH4)Y1(G{N{1JJ?MiU?0r>LA@i zx*`nik!ER@kyLzCZ(L~MgU~XihE`0YQmjE_$pF^?+)2ruz&FD+>=Du_dnrUi0!%WL za#RBcN^mDt>;$HC16rp@&%h!(fhpZM^&IAaNpL4QF2RE$n`?fQZstOSO3F7b8K=vO zlP!iEgl`g^FBl5E;nI%4(c@hYIR+J@Ia>^A%P%}8jqNOc=t^FriF ziX!itHkU=DagnK^7nCAMQ3GyF$v(-;bFFFfnvR+|23QLe=jjghLf8$jphgn#vDtHg zbvQYEr9h8gicNM1kL}!4Ia?u8lCSjQzNHP_@G2JHh3W09zEWjhDR&-ct?-p@xlQNn zksQfa%G~7)HYk~6@B9hMVcaXauXKPau46}-lorhu>XjP5!&eWg@bY5Jn`B^9Q4 zU+H+BYMv&z|Zy_$WlP$NU zdpJ3mvN{4%SN+rO4N^G&TV!>!)!s@=#LC3Zv3QGOhAln0HJUM}o1k;mK9X(xPKB9!6 zlRvnmJ*vfja0x7klykxrhTBtCdXcnd7LC*3sdi0Riq;;WAli1SUal49X-XYLFHy0+ zQiGvA(kzYoN)?tyqP$Ac5yR~kmDaWzq^L5iu2a9`=3@s;v3 zfB$4cQsXjzD+)<8|5NQl@s)=5l}bQyso%A)lokT5D8bQkfR)iCFGXlysc>?Ojoe;e zDYr&3Ut%-S{KRCVtglqrSL)}ntSsA#cx-=h85Cq4`%1AGuIaLf62fY-tw;&!Pj(|} ztZ!eb10Y6})%uSsS0+twYs;N`M>N<^I3_uJ`#%Y>G2^(k#74t$D=og8izMGFPVVUY zKlr{|#a9~JciTL^QbdRyE2D(3RNYtV><%63zS3lOXbMB74vYCp{htvp$3h*(!`N4v z>@W^_%#>kuU#T}3F}~7tl#cmIW34n@dGxo^EUYG9X_EFU`%2A<@nM}r+<>|f&}B17 z4f{${LZsv?JrcfB#UirHk*UmAD(ovwD%p~+^ho$h71Pl!ho~}N=>*j5D~&acPT5x) z+gGal*p&Mcwf;ZqE6rLVP9Zj#A>6FN&EWk}rzG{2a+!~XN8MM-Q1DIZ6`TS@pqmu= ziaL@)&DN`aWQ!WbzY?zps zRwaaqC=rOhtzCAMY8>Q|<{|QCQZ5FWy8#j6p=7V=MM)*kW>Stvns!JI(n_oCC5qp6 zHH4JXkMU_qLV%RT{6Ja!j7FU))WzPUTT6dU$M+bYsVZ<7QI%JVHFXHLeP1McIw51*mo=87M+m-L*yT@glNu z$*vU@k+^9(kFsH3l00f-2h)QHSZQ1%7IePB~2t4*96_SA!w}{fHuefb0K+&7! z+7{r5TFvUPtw^n=0O<-WZX)8u!}J0}8! zuahra-!^=moIp8TCub}2=yh@yr)gaYz3LL)wz+U^+|0I3iqm`BCM!}#w{3ER+_SJW z;gs=@PV*)u{?Q4iw||t5!KM78wAu8+Nf6&+{!v<>SNTV22%`b3z(1;;x@W$oF7+8G z?HY~Iz}YOb==23C0sT(dBK7v)gO%nb8VK zzUPK~LC9TlouxFuHF}MjW#wIR79emj3GxLY3pRDS+W^n#HENcX3pTk9lCRljfCPF* z^}*7qW>i4>kY`l8Z7+RArf17!9!l(C-&KX z`$aX1@kr7PdEY2UGfowj72p+0twZ0Bl)*QXQ9P2Yf_g*O;E7h8R=gE$y>iCc#9I(i zbdVXW07xM9I#g&jfNNoh7`b~hS=OV1X)$|71*R3Y&$1%_Vi}Aq#?ISkS%rTFD+JO+ zCU(Bk3Gb{W`!sCjdb8yperGLRrop80AV>qDXneh_+|$NIMbP@V*;*na%Ti83pPm1? zQHN+0rpA>&tqdl%2r|x&d$m^xCcXXvw`fk~P%C?KY*A!v(ez5MHcVzc1p7mW@~D-C zZ?;G>{Gn^wA1cv|c!kusN}!chNLtHCfhp+^l~33+U($h{H;tx_AKGdGiVpWKc zfR=-aaf8NG*h5J2ExIaGH+bxFOsZLxIm1MDuf{a|LwIpvGpOzt+U2-(6uQwy+ulEG zx&tHyrmz=Ox1UK|q}7`Cs1r16hq4DQ#Qv1Ik@`R>PN<=3lWA;uLi?5vlsZ3% zYP)G$Y7f6JZTmNL*-L9E@# zu5hz~{0Wj2!eyohL8V9TDH+N+Q2v5$A5iRN#G5&`@e_*P;E*rKxOuEUEZL^^tD)52 zJQjf&WfXm<_|J#)1cv4?WQn*En&k`PzsgDd>OKV+bWrB!Nj+hqff$*LQBu1Uf^W5b zo%N@2u&^6^fK?)5YNz)_C3-S`KO$BauoUX`yrhEr377D+V3_7-Wt{I5lR90R#T|s0 zpV+BEWSFe`hj#PL5gDS(1<@$}E9d*(Z){5J56&_2-~d_(K$rF2Hg(tGs|&yYbTa@s zll#=ZUc{54EZdmUx(SgqgROi+3*cpAAsPp;xo_xpLDUlsj*+n}qfhM*;E_qPr1A|d zz`jHFk&T)p_YFA!!cX|o`mj&)4=HmqGc!qUog_qM|EvhoR$=rzxq4v|=UUY0caFtEp3c(ADx^8Wl z1Z-WpvjB0(De9%(wbbZ$%48UMY-UQEc9C4-SgHI4d4QV70=ZS}Q$Cxt@9tq~7gzPr zEUj9bCIRa&t}4K&yKFX+ytfcl+jx@KrvnIP(jDv+a-3N3{^wjS1vo*C? zq=);I^>oF4HsfCJs*JLqR_>Z^WiDKff6PHzfymyf`hI9Plj%h-k|TFbC;L|Q22}sX zXa%&8HBk=^poIW*0q;%mv$f6!Fab2XN&;07x!JptD^RpTRI-->k)*tt-;n8NqYyRA z&vtsE5koW%?g|uT8B-0ksE)q-3uNY&Cv1ajqyB zhiI~IMRABG`}1YBSph$reV^9>k&x_>Oh%J^E6QXy2hhzesFQa47z^q!fb?XK)I+E6 z4dv@0n(SGK)CD&3H*~uo5|TYqQJ=y$l&`374xo$3hzda3H{<|_Pxgy-(6Ev4d=hol zYt?!TFUnr_SZmc1eEkW^8aDb_l+`f$0r%6{ug3?Hp+&p=Y*XFXY6LThZ`jgw*3YJ1 z<_#*-Cl6CznP!=*p}*Gn*@Wv3sTL4rudS#Bbk7mW78wDUypK-N81aVU1>EV4HWX)& zOvzCJ$s4}eJH5HI7W1>=U9-(YZ}F}f1l8nc%hG)vDsN3-_V9sC(3MbuOUDp>pM7ab zKbyXEjCSvf{cP?_y-0hA4ckdSn|`U6Ht&o5Y!goO@^hpSd&+(`Rv$SrKileQQSUX| z*;t&`DMUpr52p~9*!Ybz7FQ$o6BaG*POp&lZboI}{cIASD@<))^|Q%5@A>?W>iuj_ zk>JyQw(E6Y^)B|a(Qg0jXY1FK@~F8^(oXm5={?#fSXbK6MvvEP*Q0veE+)^+iXEWGVk-A;7^tq{P&p$m~M`%mdg7`0erCOT}NX>nNnuCZX4q`5t3^}EJu z;TWrhU2>Hm^V|YZ(}34ewBxV;pt>7vzXM+8)H~v6TgaySX$!Xml<$k01(si+W|3EK z=k^P>rVj|gMZX|AEw?{LNkv4&Gx{bVGsNpg;`MYqoL$_qjiGsSJ}u>RDBWv+jKh)FXBiKpiv_D8{vUCA%N8r)@IW)L(_< zU}4(a`dJn`e}T)#bpFOhAjQvCxqM832=ucdnG5u@=_6ZgC{j+ZR{GgEh~(=>S`?D1 zMfQyG6n~ZxB_&{+H6uN=F~*<4QWC5fNuS#|Lvmn|nuSS`;LMN7G`3AJ?SQe(6_Q+Z zR*KaxSPbTBW-sut==}lT7Q2c4AI=1z713VHpE5mazA$q;+Z2bm(a|+tCz59OHpie% zrWyE>zeDwFDF}hKwu3JkS%f^_5N~VqV?+~vE5e9P_`(7*UfYf=Ak((3M_(Gv_^s%r z(Tp#f+L)p!Xlj#}9w#yxP57-SlhK4v?;R?}Hv6O~29lBR(ZYyk{8m&L(TvaHq~0DA z1x7q5u^FFdWmJMaXIy5@)hkfn!)IgMpsjUp$!lwa%p>OeLzsu@`_s?XDNoD|5V$&< zWv{VCe+YZk7yaosjZYCE-xs9G_g-t;R9d$pdFYlqY`U1AvbM21?O5g2B~eo$q!mfj zl;!I>Y|RcbVfEiX$(9EdLt0VGV=5m_QMSg~CM|2r^%hUd+m`GtPPLIDJ<2FWk{j!7 zOJ@Cmxy{>Y+%XNn)oFyVBIdT7CZa&)Et!yp{%+;ETByLoqlnN?pIX}7W*;6sI03T8 z+(v;K&28b18jak!Eo7_+p!KVZw~%o_ja%)4O<7tAAne z4^4ascX2wf_xK^p7UyqcGv5@Mbb}j9d27?#mkn-|-n~?mmx5AiaC>ILPaE8xkUpnP ziw$nt`O!&p8qqR9+DN&e+$TrQlE3j#j+0-Zv*ZqBsBBqi`+HYalOnfO*#2(eO8I8k z{sK4+198J9*ZjJ_tDDT7#&XTEWzgD2u9W{9u(&lPy}%NJiQM5hO0N9&k8UH^IFM^4 zh_Q`aDgQU9bJxjUFhyS7czCpjX_lY#Zui#RC|Smj$3&%BwzkPp(&sr156`l478f%1 z{;CDmp|aG@wQXbI**uS`S*EthM$-3{wCA)X@)sST>~j97R*JCnUaj|9HasLx14)a} zBpD46KQ+--=GBspjIPDkdu7qY$nkjD^R6V70&)h+4bs%!woW4KkD4#c+{|`x)Pmp47J`W37ROxmWLEn% z%Uq+sEyTt~IR$TH3*y5b_tWmOxK8;t%b=y;1De<}m7GAm64YMSI*S)iViykuazN)2rCozYGz z(|N|mW%>33MIsiMu=)!JCmVj$n5CT;jg^Q2TOV8^+P1z4F(%C~;WW=}WOMV3z)nAy zXBa#E4iz5eaRuQ4Px$Ju3qRot^HlAGZ&Tr+FD>%I^cIHSxHhnjR;G7ooinAOkuQ^BK^3D7fBRdm*}tB?#xtjy|aW>C?il{GVlc%+N2Wvj-dZzVO>4q=(R4lJwXDVZtj!WcynR*xsmZXGm4_styrm?lRPR=fs|1R*tHpX9(<968 z7@HoP-hr;)F*d_QR@MbuWmCw`yVWkj_mvj(C){f4soHR>b;|#Fv)V;iztV&LgjtQh zESmJk2tkPt-CmY!w$DCgzM@7oKHnL_+GJFt552z=g_*fu&jRoc~R4 z7Ke=G!3HbF*ls#6M?=h6Ov+ypDc`hbfy^Utm3DUm1lqHhjK3r@K4Q>9*eknPEYDtP z!Z!_CEC1Z$316F~_R2%&NI+VVJjC)cynh|J2Fb%Dk5aqj#*4sIA~#Z&kGHRbo5duU zlu>G2zP<@eCGz!DKH}Z$|F67jOKup+VOQA;q{@0rbN_>FC3fU)K0$U%&eVJ*-zbYs zf*_E07878SsmAzj(Qp>)wp$F{epV=DI{-tbm2Qm^&SKF`u0RNH;)>+!v^~vsmMfmRIgYnQrIcm@;C!$4RD=dIH5o zZHYBM?*!TcAyp>8&?GOH0wswg6G{=@S++ZiiBy2Ldz`NVN)v3A#Yw76zF>>g@4nC5 z&4Mk4hCkNqoBEN7QIAMT7SA9;A&*lx?UCk`r8q!0>edE{nAG0*sBX>nVV8e9VUU2} zNAc~lYmgTFDAu4o@{ZxbkFrfoxCVK#kAw1v+0{pkecY7lvqv5@F!oXP@mW#;)z!yv zrMK&ko79JWRqsLU&ZIsC7|;VMtyt5J`$E5+84JT~^?*{C{@{{7@3LmxV&ShDl7-nW z%+j5*-UaCJTzs?%g9kn?o>&CI2Mm0iY*|+7S0si%9i9)AHfiv<$HfyIx%l95kCQIS ziWed~>@kE8dE}RF2nmlo81^We)WjZnJL)m?jgeP=>GqA$S00RdRBe2g6hi!!Kg;gmKa)*0L*qVmhP05 zn=?eGtR8cQAjPsn9w%FhmHG{t5s%26DmrELm{SEImL2gp=|Zeb8M0Ow86j3RlP%r& z4sqPTbFY#@EZMZLl~5#v$I^{Zr1LzUd6jg^GFf&rvAr*^ubV)SBDGThkVW!$@ye|Q& zl3%s$I><-X%PC7_ACU~>zA#lzSxt*qQnK6CSGzRtyCKG%)gOXWR^#HHy#MXut6iG< z?G)qXLY$;H)r3BV^pahiviNwbtx zsMpB`V}+3Q`6HR3124~zwn!oMY9F)Q5@@t58$M86yWB}jN7+JdjX zCcs))+qkN7nl%GbRftxN8nG+U{ELak7~wyhK}TcyMWeUANOU*&5|wH66Kj#CkvD9L z6l_D9HcHYoD?)8a{d8y%lH;$^zG|Xpcmf|ye$_K#Zup;Q{qTkQ(4=EPSADn-J^7;a zs;}ddVvYgHLXck&D7{MHqj`q)m0qbTEdGAU-83?8OzZ_)O?43hlB>U3*xXTrlq=M- z{;CP4@}Xb4!o(hWiy{&p`XT+$%dS}Si|)`m#X#x*Tzj;*U8mwNU>cH5tQP*H8Zl4Uw{u-Qa&7LCn^r-^R9J0PqXrZ>kwhqKYc#n8 zD5An@S`LxVtVa-E^~u>=*UmwF3@0(yF|~vxMZ1R#t1963cCot*i{V6MSb4Pr=>gik zok%}m@6pDKL^HZqSXM5x^%r7Q&859cn=ZqN3$cVZ4`J8FDh8XfN!=f|dzDybV&St; zy$DM3@F6?MQi*l?^_L%C85BCClvq6PZL-6QN+s5LHCujd z31Em4YpO?-^VmoSrr|fkXzk_H&X#?*jZ0~IRT9}pJ&}ZPA;;+DnKe-uZS4vpGoA3l z?9YkS>!qJUt*%Jlcvb*?VMxaoqP1MS=wAZ(xo2tahz*NTZFuUT$ zK+uu`FrN8bASlT#B1r}uq|`UZQi~?Ro4;&;3~+uXe~So7(TE#L^N8 zdrTiOC01_dx_Aua(sv~-D6!i4SQ#i}a0>!uO>mb0RVlHWmuS^zHYaDZU6D{Dz7OlI{6T^uahc&1ju25n&tllvs~? z%GFkB(`7hOC6@T+9hmN+Xa;EQzTjcIT!|&=uB4T%>f#$|7$}f>=kWR>8>J&4mN0T2 zVioCBkHbw`o7u|f72>eFLRJ0RK&Xa?4;8z<5uN;^vXU7HzI@iNCsfZLRy$M;@s|ix zmD89ewvB2_X27cM9FUJ+lfNEVr48#atN`_B)DdY0#H6R>{aLnpVU?AXnpjbaeDr4J z6|Po`RIPTUcTZO<DVr z@zc0H1{K+XuHp`Kg}*@&s`0%puGXOCs2GBZ_vvBoY70SCGwY-1Dz)(>49A0wX=`csN*&0wLNFT z&BvNB;kSqJsu`IQp8)s5t5nIlO#eRCYOFU~kKPcW>#el(PWzdaKd`YcViyp|94p>_ z_8OF3L%3_O>T~wYv6`fzrV9as=n}8Ms#8=4fAuD5Qf}wXQ0i0`+ir5)M`~ef-pFo~_*$r+4{V`1s%GK81m;jn*n$^wQnc zIoOW+-=Etn0`qPSDzVDj8!OQQvZ0GNpN@Tn2yXsK17gXgBZtMpYp=S1meV1i% z{T_6V8mjcZOG{{;q<3*{gKCrZU3|JGg8Ou3(Qn1Fj9VR*mYqU>ANYR z#dlpSCSBNd?ZHZQM0Q-FqN?&THz6mf4BXw$Fb&8xoOl;FNMsOO;O;@H)K{#pt z7^1P-092`kRViZH%eDPcoa{C#T%~NBwCwbmUySgwj_r(HtTDO1D>ZWD;$D1fV=D{-d z2v)*otK*O9&dnBqummr{OSyPmaY14)wjN!lVj$_LKUAG;kKMi2qaW3R`EB%uiW_M& z8c%P`Wd}`mb3?Cf((Ikaa*|@zv9$A@mO%}#9#E6iW=@P}X<>wIj`IYn`y0qNTF%zN zMvBmOvwpy}r)sv%++Er&@O_r}00LVX;ssQ-QWw2%cXd{7a`tl9{noQ#|7q1P-)GI= z_$BvQK*TSzGihIEjqId(X1Cs*kfOxGmR)CoiLLbrm_A9`^|-t8=$ohQysPE!OS^ zP+CB#z05kz1VYQKQIB=``B`P^6qsGQWtUlC+@ySsRDOWSHPS9+P98$wWS~sxrx04^ zWbzuxjh)nesy5~0({@>Vy~|pqUDj6bvOt``UDnpH%L3vj#lFh$@Yt1IR#~J-tdeMS zg5%`2P~jqF<0NNLO1~)n^dUz`yOcpG9wFJkC`|m9V-d-$ zvBt71)SO*oZ4GNID2Y(uW3 zutq(Qa?-(icuj)lz&xAmr@zfY2W9D6t7GO2t3Og?izQMmo5vk^7f0_URy)HoqL%3Wk*d$w1oBSn%6D{$ z^(s*9oE^Bt+WNhH(h^JKgEfX_r#W6?1hX3DJp@9$3}TZ;F!${dq#c&IX|RzZY@HG2 zy~PW*OW0l7O-VZ}{`k3zn4N|-RGsD(Z`-YnryI?<-m}7bit~O@ynKcA17UiFSi4lscN3>k@}nt&%#ykU|Lfye4c=B}3}S_>u-4WUmJ{T&@(IRo2qp#(AMVnf(#M8l`3Nh&<2y`J zy=BKIHUw^J;}coZq&+^x28s`O=n5

wX-6&6Qus@awZ9p%EMuCRo;SbOfu0%czpl`E|FaoD{s>a)V~QjY|xMQfsV z9jQ^8UAizV$O>!ivcfW5D@F27>&g#!g|)NPqa0@kuCUgAjRId`>3p!pu$1qe&XZdi zhzPyn5u1c6@7z%F6_&GUu#uWAo}3^RE7&e!cXjK@S6I^H=PqK7g016idH1*N#x7ls z4Uzivm1q{TzHd~=q0ucTbS(=RBI3YbK+Xwk0V}jg7Xr7lH$@dx27_1n@ux39N~qu` za1TL6v+Y-!T9CUbB6cnYC0u@vIiSif5_tmcJ%f_3auRq}C@HU4PoOsSrpS5*`Ih0t zDhCwu22SuoMz%lI%9L|cG(xU#Tv#pdt|E2HQJM|8IyC@LX?5z*tpp9E>KhPlrX;UJ z@iMhzNQKK3hLlvM4#|3oe|*MG(IEt@$oqA?N*w@BnJVStq*f{3ev0|Yn|f1ZunAUw zWoJvnnwDUZvT*_zGTPJUM$mBT#a_tpUzF{ZZbZ<)H$_O-=`Lh=i{O5F^=$+7;V>35 zVui9DI1D2*_@*d;ld+HyzP;T8i?MoC@M&=9;=^Z4J&ijV$VYIGf>o8NwQ8hRpd%mw z$|pAEMy9b<`pm57ZDimJHF4DIb)jaoP<+U97c%Ok2Vo^IWN=f;&AcgUG^I2;C_du3 z3z-SNDbg+SviWqIb5qomPiHhxe86)TG824L^!{rsWZG)eO$!;VwJK-6=7mfNSGA6L zxO1^h9ZcR$kwob=jl=d$(FI5qH$^tpVsi&ZG*9_cYGYWSXr71>a~LVUx#Hv<@5)K5 zsrkK?!*B~{2l~B5l39a5Ny|{i2X8t~_DxYqucT>U{H6$wWsTt!Sjen8Qk<=8T*yQT zyGuJyeIc_e!?4jHOiEXN#oKmklWttdNER+*kA)0k;nHg%GsLfI6;7BTMGyb^XgudH zWN3=C<_bizq;vNSB~;K^twWy+P}Q0D3s2n6UC8ht0?lTM#1SNbDrGL-SuMC{FfL?9 zLbi+z3z^M4ttHN7gl|azh1}H!7c$0$OkJj&3z^VD2Jyp-E@TiMrfnf3Tb+Js=4IkS zMnj5SG|;b4vseVnloq$GEo9OcG8$4+nL6aq6q)H1FFy`e&Na_Yuu5&767P|&QZ7zv zl{#cnm{#*my^vAa1a1Qh7O4&P$?dU_F)m~jlebZM`s|?lO`=|GlQ;5o9&Xumz>DT{b z$i#nClF8dHH<~ivasUe%`^6I%GDZW%2Rw8k6D?GR$y-Yyzh@z%wN_Kj zwltf(m2k0zj6E0I7c!H1A#-+`y~bhtLMG(p4I@=u$XHa%u5$;2xsX}wg-ip(0xe|b zjtd#(LdGWVcvntZO>H5w)(e?5X9q51=8g*)0+eL1$oOE+ux!AE453$YG%$W4!vo7wN;EYF{2dMM-s%%1) z>T3!1#FHe76S<|eqWaJ+gYH{KL;4Qg*bUjn>}FWsSOptWW-5UblGHaPagw(&R*nq$ z{=l1$QsyEqWA;dm+SSu+nM}yud?-k1HR_?<5ot(?%b2?Vq<2IcLkd~OAV{?>V1 z8ubvOKLip_Tr%*J|3zBHkXmlnDD&7KixWkc4EnjFP@^8gIRmZbn~IahB)o9adMgtr zh$@~sEMwFozAuaJWKDwg^_2vSLcIuC+Pn?jy&0Je$VLOIe|>1zDJ^73cToP25PGUE zOz&LwvJCy{J%f0a_SLqq66N`A3oAb~O^f^p*p!8F67LxBODl~vZ@9E_CWMWBB$tDSoU)-Yk5#5D|<2DVwhr*s;aqhm3)FjJo`jCL5KymYL| z6lUQaSi~SNUA>60nkP2ep^KPIB^MVl%@5u6dl|eNdes2H56=hBP z7tR~};-s*3x%~_8&b6kT*Q_W`ykK?MzsS6%QJ*w3H^fPbTw{ydmr#8=A~arulaz>) zU7y4os{uRkU?M4D_k!1_ErL_qfrrFHIrT~0euBFfaf~SshW1E(+F_hJ>|V6a;2(RN zK&rXBd(qj07fwb`rQw9r=N)!0x-XgVTPmSJNS691^g@LEVE*_v!Ez(Z@1?}eOMWk9 zOA@&r(Ev?CEQM5c{*pPT+LiQ^^f{Hy85jxT*w!V9Qlkr?MsB8E0Ns=?Eu_NVx#Ye& z-ZKTmt2X_&ln$>#tT#pHC~V`BM9Ds2oTPRMIp+|E72}IL_bu){tai@f?_09JB}iE? zOAQmaZ#g0r{Jal3vip{?yf&i&ylWk9x#%WHdmSRjaYEd0wdw`z5-^;U;CVpCgjwsGE|*C?c6TB3N_p%p3r? zmM#jyN$Q~%Wz)Fm&?ldwN0zvUe_PFzX*252FaNckYw7C+<44KzV9%y^g<`0C*S&LGjSTm$T%Wy6&QtvG=p>IP0?ZY<{s@DTMxbgaEaZ^dc! z9zKBAe3d70WVzs7yLW8#n5?{QvA*w;wNZY$ADZjVm>SZq^K$WDk^{sPc6>kuU`)o0LH;}5m zGemvjhW(-@{mau*bF?qd?m=zQMvK|IhLijP4zKpyuieD!eXMKuTz_5b-{&}`o$*%( zzFf0uKT-o>$K;2aj(7g!B6TS+9Zrw?~J1}AB=c%FH+>ZVJZnqUd@Emu;g`w$>6Ny z6*J{twREpdab!W*V6yTXYnft{4Ia^mp)?zex^nB6jxy&WatUQ0IB*U!&)=fRpU; zjwc5goN%w?fEoJ`kItMh;?1qOM)5Xk1-!XQC&hnHrS?_)?mX>lmJ^Qro_G_byO8l7 zY6ZNxNgKuM)4{wVc5j`|y}5gH!oD}R+z%{L`?O-l+=FNSH!8;5QO`dcrp$Av7<0F_ z1GhPIYrWJt^EDez6SxFc*c^{-Z*H3v7QMOC^Dyk#))OkwF=8{hgORbqgU$*^9U}l% zSbOw(0|g|cilv-z2E2lE`D-X46_dYev_ZGlT$fV|M2pxP>Igmm=_L3 z&9?xh#RsUo0Rc)&(3=%=Zc>`s%(+o}q*kCt_wlnC&ay;_gK+n^?dG}IcM0yw3_qX2 zXrs{J7TlW|_S}Nch;SRO(24)z@xpuL#D9qJ!r2pl#4h-`7L|htqE-IMfddjFKTYp{FaALoMOzb3hH zl69}VZ(0G@VA48Cm5HV_x(7qtHMqC#6>|+%m|)s6t$<~4-8G5NT;*lHd0TX58GH>B zY*+@j_Di>U25UwA30n^{+zKql0z0Fy?HX*bz?y4tZuTAE%=Df>f%%N$N4H5Z9Xba* z#Pb;u#jC~v_lAiHsF$-77h9*II8mH-rLW|+!6#0mGWg;Y@O~KuY#NW8Oo7&jpE!|@ zi8KPU!lV#(U{shCoB`f1V}NC!2r}4d48bowB3WtCZaUBBHB%BDDJ1-RN;Dlg13%*&g;BH!604tr>L>xy9yG^tUnq^h1R^YqiQ85oz!Ns8ul>BU#4{K+aM^i9i`T*HD05!#b}oP;Z^oHt8c0q-$a9Vo&TQ3w%yDj=(^4FuJQ16n`0zMXYo3O9ShPq;yh<6NJj%oxaL1R-R2l^m|Q%T zbH^Mek2uSja+p+Z8cUAz1rld9$H>X`BFQuNzkhPA03?%kK?)esBH|RVwlB7?Wcz6m zmAlVo4KTuR<}|=y9PfG&!)fPy1)Zl&4O!B8T5CFyG~V{)c@3qOyhc+)mdtBBuxMvZ z$kLcR@7!~!*Nip0S(S8`-86!*IlDPZ-`vu4(AdCk%EEH_Hk}kF(mHv%&G#T<{+j4b zBN9O9UNbi6HVsX=;B+u3C=q7U_~sr(>!epEdeC@a!YJdEu}!yWsDSG$M(yH^JaZs- zH#jW;J!d?!hm1X$O+~laqqn?4w`n(1&-?wUi_We9D|)@paog(BZRj?MATf8n5BBGm z09A3C%(F)PZE@WuhsoA$o?o0{Rf9iu+ZDP^22-Wmd>3-Nb($r5fRyf88GJcCkft=( ziz!V-w^_CYb|XGZ>;P#5W`#-N>_D2)TrXxc?HshKp3h2qxd|?tRadE%Za(8~f=kEl< zQm;8g(qLBU>U{hAX)q!}a-LU+^mXkKOa=j0;-(E7eGMeUS zEF?Lzy3VtzYv?e;$$3Im*1R`$v6fEz6*}58BXHO{_1p3vqTV(;yvqw z9U%zPq~>xZsmX96q~`M%r0 zsdK}Y8kk=@xjD!DmcAJve4Ub;MYL*OGo|`<<4oeJUurP2#d*z!I1>e^MiU6c=PzUe zal~Qj>hm`UMZI8Ga_+y#*>K$bmzJ(A!fSRo8y10T3C{!dhoSJiBLdSU`a_9B_%eJA zG^BF8riK*4YkGIX{drAw=lT2P>G?S1+e7Y#OZGs+iSU}|hc`ud&CYkj>WblIHh}WE)uHYM{a)7~`^y_#{?F7Bk$Z{>O2{csSh%J357=hOu&d<*MMLlsN z#ajbv!@w~nztGrs2~ZWUIn-`{gZbI5CQgPaBKhXd-%ivNvE()Tn<6rt1YUDFCp@Ey zZ!%842$7WVAuB>GdCeOzoIWtvjg4dic=QT|~gBQ1A&v&y_ z%vYG#oa^~F$7{})^P0->x%un~yyg+1>H58DH?Ve;#gyH~pl6TbX7mjwfQc5te^$L6H864~H@B*NKAC?pwYd(LKf^0D_7}sJIii|S+9X$7Y zKR~@c#@;|3Fi?~Uw%@<%a(FS7QERcmLT2OoA*^IS>#u3X*cYiih*U`h+wY%NqnwCc zglVZGcHcNXpTH&$~9K?#na`AcxrSFNypS&}kyy-+<>y1u=kMr_RD4qAS3-Diu+-~? zg6ve4QqS)$RMq$XKxL>G0@M`gHc9!`s&?6#hen(3bIn-66eRNqQgdX0S<&|`Q^Y$@ zfTl0EE9i_)fSVv%^qU1+-?{zZcGm=G`YD^b&d>z72`X4sRBZ@6r}}3$-ZufNTN+o` z8JYk$smkvWh36nmfa84=pyK$0C_9NO(&FuqOAVua^)W~j;7MO?7fgV$T2)SfzOqxR zQHM7Hj@}K?AWeX00^!zi0*u!5f9XX-1))~jYb{=%H&B=Wqf%HRSxke~_d@$Bu$1sP zKwr)46!_U06W|I=faA>*pt7+EDE4`!0t>k@0j|IVINm$~y3Wep4G32YgS`Q<0vz-S zkZ*4As@}I<=Mx})R78N9;BJ%m`<-HjenVf{x9|DED@B-I+a)Lo!&oj`V0BHmA|Sni&a-A{VTCj zM2)^>AWuw1zBzmLTY%YbxO4W?(}!>iN^Vz%)No^`wV2ocdwlfk*naA3Qs2{*-#;Q< zfie0m!00#JJo-_f5+1pvKuuViDfZ%G#U>p&IQd;P&q$LWY`RR4nz6w}?8ddXEn2~^ znEZ4%JU4bPGx-_Gazi$S?}^?`lb`NkW@Yb%CqE;qaEOHP@jl_E$xlLRaFh3r|#vZJ}s@u zj^8_^sqb;~)Tf9({|$MwWyRu!il2(~dHIBiFPKmG1Kb<01X4W4xMkwI5-HW3%Zt3^ z@o4VXW^b@&FPY(p&wIUbVoOm!LzUYuyT#ic_hw++d)z+mnet&Il$YDMxV?Zq?ajcn z_qcu9lZBpe#xp5R6VO;1-M4+|ho{9{GQsdkFAy3|aGHTZ#pu4p7cEq|`%ilErQeqn zdRb>UCbW1Y$@mw(sx4TVudtZmm@eg6EuMA}`9+QNH|h_c+gTkfQf{kv3@eM26aC?H zwY*_xrJs&|(IJl*PUUu1N1ZBnia4G?5f}YYH=Ifo^R}IpakoY*c~ze@Y6b7mi_-Oi z$*Adjs+yZHWeb!szmyoA08M{pXLTY-<`)84hwTChSXU;P-7Mr{9`BUJ>iqs1Cz#8z zB8DZ#C%D!>GV%+Xuy4-TSs6$*Pn>st>|)U zL}TwM^?7y&6NtvH&a|^Tm@12)l%k6vS6Vi9LV(b=gMqWL_nHQ7oMP%#`wJ#Rg>Yo` z2R)}4CmXv&Xk%u=eQ}7bG2f|IqjXq+^rTU}L=#Nym130d0C2 zf$3%c(DdS`W7mD=COmfh{KaZ4Cw+FYcQByR{Hl&TthU?euSw3vMrt;mjSW`rD<+pr z0_N1PS{Ni#{c^Ri2NE!ETrETrFwdV<%itnL4~U@yb^_+DgA1I1dDL@DN)$yi)XqDsM~ao| z6j5Mh4=rVCS^}uK{_t`>5w`$kre7YC9;&WPDop%S)AUfG@XP!3P-ysNUB)*C(RIFY#y@whqCB|WB{d|CIGyl2`4%QmZ_)co4q ziDmoH#G-lwI?fO~{WZy{mq@_|Q!nwdea*xY&$b#HG(P;vD>XiwG_mN}RyS&VBH31t zdSc1#5I9PY%DPQ3d=;~;Zrvfk*;b{?PvgWgvDD|8p=3u}-9NEF(N+aY?Gp=YGKJpT zOt$*K#Ns7e6#yNoNB8G*t=1wCyLVg@#Y%NIFR-#FmV;(_#DH1?i5^yR`1L@UxmM+u zw@R;^0Tch!#LI+etkr#&323ZUUB)*C(re+^TcAO z#QY=e>kvPKY^(5U3~b4GG{wV0tpzPbbWh+aA^Ibldou5p`Ncie(G)FFb8nzUI;j%2 zG*n~|Zjjtx3>67e4Sa`73@Ye11VD9{=3asddjZLBi+qM4r6R_KYm$5Imvl!?g^rWQ zZ4xGm5K!Ql_l*OkBG|e+-LrHM`Z|r$*D`J(EKC%-??Un zPi@rESFKrNCF*}Atc-5z1=pOF|L!$mo|gY!3>4|5kS~y=2tYtBivE{x7HpvI)Bkdy zK+1&($B15R#wZt(n`*aG^B-uX!n<^`ts+aR8QZ0o;X-aFHUEK5%2xj>ei`rjL`;tm zgN#Y}T zZl(lb`fL|v>k$`{Z&HfJ{)ixPs#nLqf(@adcl&86f{U*$(z9MTx5- zN;HDKW~C+>7YggAM2Yr+&_Cym=Pj*NA(XOqqvNMrDN86dpKdlyE*8oMNQdc8IS}FeGTKHQt!seXbzaj{AKd@ zcbbE>p8WX0*BvaiIUu@VtvNX7;;F4Uct~?G&a>QtRIE8De_=}mD7!hpfV%gnkpqPb z&P$k94<=i1zIr^1F~Qu!vv8QO$N=I>N-RldEHc0d8(bxS=?_XZWSra_J>q^utdEd% z-O0@8SS16y5AI?ln1G~ta&f)MJd2eyZ$xw~ieJVDd6qIhU0uQu&y3>_dD*>|Fy-OL z!bX@Yz*3hm2aE91nuDYM`f^JceijpA4sJmzwuIT3butK)y@Wx4y8C{J1BLr%lrXIx zOtyc9%^aM>`3IQ;4ilEUM4Y&Z4fl-YF3mu5@c2W`K|GC^SpIF2OR}9t%%B`D|5 zGzX4&x~k=*GK~dHS_EU+92|9XU^53sF4gVKffF$Q{moTgq@|tv-%+}j_l~O+mfjsL zRq4u|Tjlnkbir@Yy4L5QvG(9DsA5`Ik{EykWoum#pzgk#-eRck=P!%P)zx;< zb$^MKdQ}XmSmsVZ9ra!>+8x{jROqIdxJ6{n__bhE7pA-2A}CCF+8L2VWfBIpSX2?E z&n}69T?1^dUl0@ekL|6^Uj-+1+t78=(9M_Piha{u{R6dUcp ze-*L{G;W!sGzrVk&+I=6SOFOqO%*M}vr~9B2-ANUtrIVuC_aAkV8)+DVf;^{^}) +PASS direction lists regenerated (gen.py 77/80, gen88.py 88): data.txt, data80.txt, data88.txt, gens.txt; data88.txt and gens.txt equal the shipped copies +== running 316 jobs, 4 at a time +== compare +replay of the eight span facts (wall 4226 s) +PASS fact 1 (6,6)+1 <= 3 [s66.c mode 1]: output byte-identical to logs/SIX/s66_m1.out (max real rank 3, 0 rank-8 pairs) +PASS fact 1 (6,6)+1 <= 3 [indep.py mode 1, independent Python]: 6 chunks cover all 159 reps; INDEP OVERALL and DONE REPS lines equal the shipped chunk logs; max real rank 3 +PASS fact 2 (6,6)+2 <= 4 [s6x = s6y]: max real rank 4 (bound 4), max #dirs 10, 159 reps; rank histogram and per-rep lines equal the shipped log SIX/y_662.out +PASS fact 3a (6,6)+4 lines relaxed, lim 80: span 8 on 6 pairs only [s6x]: max real rank 8 (bound 8), max #dirs 32, 159 reps; rank histogram and per-rep lines equal the shipped log SIX/y_664.out +PASS fact 3b (6,6,3) s0 <= 4 [s6x exact third-flat refinement]: refinement of the relaxed-span-8 reps [67, 68, 82]: REFINE max exact rank 4; output byte-identical to logs/SIX/r_664.out +PASS fact 4 (7,4) s0 <= 4 [s6x]: max real rank 4 (bound 4), max #dirs 12, 51 reps; rank histogram and per-rep lines equal the shipped log SIX/y_740.out +PASS fact 5 (7,5) s0 <= 4 [s6x]: max real rank 4 (bound 4), max #dirs 12, 51 reps; rank histogram and per-rep lines equal the shipped log MS3c/y_750.out +PASS fact 5 (7,5) s0 |Off|<=88 extension [s3x pass 1]: 146195478 pairs, 0 surviving pairs, 0 qualifying new directions (shipped log: 146195478 pairs, 0 surviving) +PASS fact 6 (6,6,4) s0 <= 5 [s3f |Off|<=80, target 8]: 24 chunks, 24 of them byte-identical to the shipped chunk logs; pairs 70064678, surviving pairs 619, cracks 0, max span 5 (shipped: pairs 70064678, max span 5); independent s3z: pairs 70064678, surviving 619, max span 5, EQUAL to s3f +PASS fact 6 (6,6,4) s0 <= 5 [s3y |Off|<=88, target 6: no crack => span <= 5]: 48 chunks, 48 of them byte-identical to the shipped chunk logs; pairs 70064678, surviving pairs 8352, cracks 0, max span 5 (shipped: pairs 70064678, max span 5); independent s3z: pairs 70064678, surviving 8352, max span 5, EQUAL to s3f +PASS fact 6 (6,6,4) s0: span exactly 5 [s3y and s3z, |Off|<=88, target 5, chunk 34]: crack at target 5 (rep 82, V2idx 103676) found by both; s3y output identical to logs/SPANCOVER/664s0t5_34.out +PASS fact 6 (6,6,4) s0 |Off|<=88 extension at target 8 [s3x pass 1; previously only in the DIRX card notes]: 70064678 pairs, 0 qualifying new directions +PASS fact 7 (6,5,4)+1 <= 4 [s3f target 8]: 24 chunks, 24 of them byte-identical to the shipped chunk logs; pairs 455785902, surviving pairs 523, cracks 0, max span 4 (shipped: pairs 455785902, max span 4); independent s3z: pairs 455785902, surviving 523, max span 4, EQUAL to s3f +PASS fact 8 (6,4,4)+1 <= 4 [s3f target 8]: 24 chunks, 24 of them byte-identical to the shipped chunk logs; pairs 271628922, surviving pairs 1, cracks 0, max span 4 (shipped: pairs 271628922, max span 4); independent s3z: pairs 271628922, surviving 1, max span 4, EQUAL to s3f +CPU time (user+sys, s): fact1_indep 4043, fact1_s66 401, fact2 452, fact3_r664 217, fact3_y664 3267, fact4 106, fact5 342, fact5_p1 65, fact6_p1 70, fact6_s3f 1090, fact6_s3f_s3z 923, fact6_t5 51, fact6_t6 1196, fact6_t6_s3z 861, fact7 934, fact7_s3z 704, fact8 480, fact8_s3z 376; total 15578 s = 259.6 CPU-min +PASS 14 of 14 checks pass +REPLAY PASS (wall 4226s) +bash provenance/replay_spanfacts.sh (JOBS=4) 15221.15s user 415.96s system 369% cpu 1:10:28.43 total diff --git a/research/one-sided-residue-closures/provenance/logs/REPLAY/replay_summary.txt b/research/one-sided-residue-closures/provenance/logs/REPLAY/replay_summary.txt new file mode 100644 index 0000000000..6146f82c71 --- /dev/null +++ b/research/one-sided-residue-closures/provenance/logs/REPLAY/replay_summary.txt @@ -0,0 +1,17 @@ +replay of the eight span facts (wall 4226 s) +PASS fact 1 (6,6)+1 <= 3 [s66.c mode 1]: output byte-identical to logs/SIX/s66_m1.out (max real rank 3, 0 rank-8 pairs) +PASS fact 1 (6,6)+1 <= 3 [indep.py mode 1, independent Python]: 6 chunks cover all 159 reps; INDEP OVERALL and DONE REPS lines equal the shipped chunk logs; max real rank 3 +PASS fact 2 (6,6)+2 <= 4 [s6x = s6y]: max real rank 4 (bound 4), max #dirs 10, 159 reps; rank histogram and per-rep lines equal the shipped log SIX/y_662.out +PASS fact 3a (6,6)+4 lines relaxed, lim 80: span 8 on 6 pairs only [s6x]: max real rank 8 (bound 8), max #dirs 32, 159 reps; rank histogram and per-rep lines equal the shipped log SIX/y_664.out +PASS fact 3b (6,6,3) s0 <= 4 [s6x exact third-flat refinement]: refinement of the relaxed-span-8 reps [67, 68, 82]: REFINE max exact rank 4; output byte-identical to logs/SIX/r_664.out +PASS fact 4 (7,4) s0 <= 4 [s6x]: max real rank 4 (bound 4), max #dirs 12, 51 reps; rank histogram and per-rep lines equal the shipped log SIX/y_740.out +PASS fact 5 (7,5) s0 <= 4 [s6x]: max real rank 4 (bound 4), max #dirs 12, 51 reps; rank histogram and per-rep lines equal the shipped log MS3c/y_750.out +PASS fact 5 (7,5) s0 |Off|<=88 extension [s3x pass 1]: 146195478 pairs, 0 surviving pairs, 0 qualifying new directions (shipped log: 146195478 pairs, 0 surviving) +PASS fact 6 (6,6,4) s0 <= 5 [s3f |Off|<=80, target 8]: 24 chunks, 24 of them byte-identical to the shipped chunk logs; pairs 70064678, surviving pairs 619, cracks 0, max span 5 (shipped: pairs 70064678, max span 5); independent s3z: pairs 70064678, surviving 619, max span 5, EQUAL to s3f +PASS fact 6 (6,6,4) s0 <= 5 [s3y |Off|<=88, target 6: no crack => span <= 5]: 48 chunks, 48 of them byte-identical to the shipped chunk logs; pairs 70064678, surviving pairs 8352, cracks 0, max span 5 (shipped: pairs 70064678, max span 5); independent s3z: pairs 70064678, surviving 8352, max span 5, EQUAL to s3f +PASS fact 6 (6,6,4) s0: span exactly 5 [s3y and s3z, |Off|<=88, target 5, chunk 34]: crack at target 5 (rep 82, V2idx 103676) found by both; s3y output identical to logs/SPANCOVER/664s0t5_34.out +PASS fact 6 (6,6,4) s0 |Off|<=88 extension at target 8 [s3x pass 1; previously only in the DIRX card notes]: 70064678 pairs, 0 qualifying new directions +PASS fact 7 (6,5,4)+1 <= 4 [s3f target 8]: 24 chunks, 24 of them byte-identical to the shipped chunk logs; pairs 455785902, surviving pairs 523, cracks 0, max span 4 (shipped: pairs 455785902, max span 4); independent s3z: pairs 455785902, surviving 523, max span 4, EQUAL to s3f +PASS fact 8 (6,4,4)+1 <= 4 [s3f target 8]: 24 chunks, 24 of them byte-identical to the shipped chunk logs; pairs 271628922, surviving pairs 1, cracks 0, max span 4 (shipped: pairs 271628922, max span 4); independent s3z: pairs 271628922, surviving 1, max span 4, EQUAL to s3f +CPU time (user+sys, s): fact1_indep 4043, fact1_s66 401, fact2 452, fact3_r664 217, fact3_y664 3267, fact4 106, fact5 342, fact5_p1 65, fact6_p1 70, fact6_s3f 1090, fact6_s3f_s3z 923, fact6_t5 51, fact6_t6 1196, fact6_t6_s3z 861, fact7 934, fact7_s3z 704, fact8 480, fact8_s3z 376; total 15578 s = 259.6 CPU-min +PASS 14 of 14 checks pass diff --git a/research/one-sided-residue-closures/provenance/replay_compare.py b/research/one-sided-residue-closures/provenance/replay_compare.py new file mode 100644 index 0000000000..5e81ab0e77 --- /dev/null +++ b/research/one-sided-residue-closures/provenance/replay_compare.py @@ -0,0 +1,103 @@ +# Compare the outputs of replay_spanfacts.sh with the shipped logs (provenance/logs), fact by fact. +# usage: replay_compare.py OUTDIR LOGSDIR LOGDIR WALL (OUTDIR: .out/.rc/.cpu of every job; LOGDIR: receives one merged replay log per fact) +import os, re, sys, glob +OUT, LOGS, LOGDIR, WALL = sys.argv[1], sys.argv[2], sys.argv[3], sys.argv[4] +os.makedirs(LOGDIR, exist_ok=True) +def rd(p): return open(p).read() if os.path.exists(p) else '' +def norm(t): return t.replace('cards/DIRX/', '') +def job(n): return rd(os.path.join(OUT, n + '.out')) +def rc(n): + try: return int(rd(os.path.join(OUT, n + '.rc')).strip()) + except ValueError: return -1 +def cpu(n): + try: u, s = rd(os.path.join(OUT, n + '.cpu')).split(); return float(u) + float(s) + except ValueError: return 0.0 +status = []; cpus = {} +def report(tag, ok, msg): status.append(ok); print(('PASS ' if ok else 'FAIL ') + tag + ': ' + msg) +def merge(fact, names): # merged replay log of one fact, and its CPU time + with open(os.path.join(LOGDIR, 'replay_' + fact + '.out'), 'w') as f: + for n in names: f.write('==> %s (exit %d) <==\n%s' % (n, rc(n), norm(job(n)))) + cpus[fact] = cpus.get(fact, 0) + sum(cpu(n) for n in names) + return all(rc(n) == 0 for n in names) +# ---------- s6-type logs (s66 / s6x): additive histograms and per-rep lines +OV6 = re.compile(r'max real rank (\d+), max #directions (\d+); rank histogram \(nonempty pairs\): (.*)') +def s6_summary(texts): + mr = md = 0; hist = [0] * 9; reps = {} + for t in texts: + for m in OV6.finditer(t): + mr = max(mr, int(m.group(1))); md = max(md, int(m.group(2))) + for kv in m.group(3).split(): + k, v = kv.split(':'); hist[int(k)] += int(v) + for m in re.finditer(r'^rep (\d+) lines (\d+) orbit (\d+) active (\d+) maxrank (\d+)', t, re.M): reps[int(m.group(1))] = m.groups()[1:] + return mr, md, hist[1:], reps +def check_s6(fact, tag, names, shipped, bound, nreps): + ok = merge(fact, names) + a = s6_summary([job(n) for n in names]); b = s6_summary([rd(os.path.join(LOGS, shipped))]) + same = a == b and len(a[3]) == nreps and a[0] <= bound + report(tag, ok and same, 'max real rank %d (bound %d), max #dirs %d, %d reps; rank histogram and per-rep lines %s the shipped log %s' % (a[0], bound, a[1], len(a[3]), 'equal' if a == b else 'DIFFER from', shipped)) + return a +# ---------- s3-type logs (s3f / s3x / s3y / s3z): additive pairs, survivors, max span +def s3_summary(texts): + pairs = surv = leaves = ovf = 0; span = 0; crack = 0; nrep = 0; hits = 0 + for t in texts: + for l in t.split('\n'): + if l.startswith('OVERALL'): + d = dict(re.findall(r'(pairs|surviving|leaves|overflow) (\d+)', l)); pairs += int(d['pairs']); surv += int(d['surviving']); leaves += int(d['leaves']); ovf += int(d['overflow']) + span = max(span, int(re.search(r'max span (\d+)', l).group(1))) + elif l.startswith('CRACK'): crack += 1 + elif l.startswith('HIT'): hits += 1 + elif l.startswith('rep '): nrep += 1 + return dict(pairs=pairs, surviving=surv, leaves=leaves, overflow=ovf, maxspan=span, cracks=crack, hits=hits, reps=nrep) +def shipped_chunks(pattern, n): return [rd(os.path.join(LOGS, pattern % r)) for r in range(n)] +def check_s3(fact, tag, prefix, shipped_pat, n, z_prefix=None, expect_reps=159): + names = [prefix + '_%d' % r for r in range(n)]; ok = merge(fact, names) + a = s3_summary([job(x) for x in names]); b = s3_summary(shipped_chunks(shipped_pat, n)) + ident = sum(norm(job(x)) == norm(t) for x, t in zip(names, shipped_chunks(shipped_pat, n))) + msg = '%d chunks, %d of them byte-identical to the shipped chunk logs; pairs %d, surviving pairs %d, cracks %d, max span %d (shipped: pairs %d, max span %d)' % (n, ident, a['pairs'], a['surviving'], a['cracks'], a['maxspan'], b['pairs'], b['maxspan']) + good = ok and a == b and a['reps'] == expect_reps and a['overflow'] == 0 + if z_prefix: + zn = [z_prefix + '_%d' % r for r in range(n)]; zok = merge(fact + '_s3z', zn); z = s3_summary([job(x) for x in zn]) + msg += '; independent s3z: pairs %d, surviving %d, max span %d, %s' % (z['pairs'], z['surviving'], z['maxspan'], 'EQUAL to s3f' if z == a else 'DIFFERS from s3f') + good = good and zok and z == a + report(tag, good, msg); return a +print('replay of the eight span facts (wall %s s)' % WALL) +# fact 1 +n1 = ['f1_s66_m1']; ok = merge('fact1_s66', n1) +same = norm(job('f1_s66_m1')).strip() == rd(os.path.join(LOGS, 'SIX/s66_m1.out')).strip() +report('fact 1 (6,6)+1 <= 3 [s66.c mode 1]', ok and same, 'output byte-identical to logs/SIX/s66_m1.out (max real rank 3, 0 rank-8 pairs)' if same else 'DIFFERS from logs/SIX/s66_m1.out') +nm = ['f1_indep_m1_c%d' % c for c in range(6)]; ok = merge('fact1_indep', nm); good = ok +mx = 0 +for c in range(6): + new = job(nm[c]); old = rd(os.path.join(LOGS, 'SIX/indep_m1_c%d.out' % c)) + pick = lambda t: sorted(l for l in t.split('\n') if l.startswith('INDEP OVERALL') or l.startswith('DONE REPS')) + if pick(new) != pick(old) or not pick(new): good = False + m = re.search(r'max real rank (\d+)', new); mx = max(mx, int(m.group(1))) if m else 99 +report('fact 1 (6,6)+1 <= 3 [indep.py mode 1, independent Python]', good and mx == 3, '6 chunks cover all 159 reps; INDEP OVERALL and DONE REPS lines equal the shipped chunk logs; max real rank %d' % mx) +# facts 2, 3, 4, 5 +check_s6('fact2', 'fact 2 (6,6)+2 <= 4 [s6x = s6y]', ['f2_y662_%d' % k for k in range(4)], 'SIX/y_662.out', 4, 159) +a = check_s6('fact3_y664', 'fact 3a (6,6)+4 lines relaxed, lim 80: span 8 on 6 pairs only [s6x]', ['f3_y664_%d' % k for k in range(8)], 'SIX/y_664.out', 8, 159) +r8 = sorted(k for k, v in a[3].items() if v[3] == '8') +ref = job('f3_r664'); refshipped = rd(os.path.join(LOGS, 'SIX/r_664.out')) +okr = merge('fact3_r664', ['f3_r664']) and ref.strip() == refshipped.strip() and re.search(r'REFINE max exact rank 4', ref) and r8 == [67, 68, 82] +report('fact 3b (6,6,3) s0 <= 4 [s6x exact third-flat refinement]', bool(okr), 'refinement of the relaxed-span-8 reps %s: REFINE max exact rank 4; output byte-identical to logs/SIX/r_664.out' % r8) +check_s6('fact4', 'fact 4 (7,4) s0 <= 4 [s6x]', ['f4_y740_%d' % k for k in range(4)], 'SIX/y_740.out', 4, 51) +check_s6('fact5', 'fact 5 (7,5) s0 <= 4 [s6x]', ['f5_y750_%d' % k for k in range(2)], 'MS3c/y_750.out', 4, 51) +nm = ['f5_p1y750_%d' % r for r in range(24)]; ok = merge('fact5_p1', nm); a = s3_summary([job(x) for x in nm]); b = s3_summary([rd(os.path.join(LOGS, 'DIRX/p1_y750.out'))]) +report('fact 5 (7,5) s0 |Off|<=88 extension [s3x pass 1]', ok and a['pairs'] == b['pairs'] == 146195478 and a['surviving'] == 0 and a['hits'] == 0, '%d pairs, %d surviving pairs, %d qualifying new directions (shipped log: %d pairs, %d surviving)' % (a['pairs'], a['surviving'], a['hits'], b['pairs'], b['surviving'])) +# fact 6 +a = check_s3('fact6_s3f', 'fact 6 (6,6,4) s0 <= 5 [s3f |Off|<=80, target 8]', 'f6_s3f_a664s0', 'S3FLAT/out_a664s0_%d.out', 24, 'z6_s3z_a664s0') +t6 = check_s3('fact6_t6', 'fact 6 (6,6,4) s0 <= 5 [s3y |Off|<=88, target 6: no crack => span <= 5]', 'f6_s3y_t6', 'SPANCOVER/664s0t6_%d.out', 48, 'z6_s3z_t6') +c5 = job('f6_s3y_t5_34'); z5 = job('z6_s3z_t5_34'); sh5 = rd(os.path.join(LOGS, 'SPANCOVER/664s0t5_34.out')) +pat = 'CRACK? target 5 span 5 rep 82 V2idx 103676' +ok5 = merge('fact6_t5', ['f6_s3y_t5_34', 'z6_s3z_t5_34']) and pat in c5 and pat in z5 and norm(c5) == norm(sh5) +report('fact 6 (6,6,4) s0: span exactly 5 [s3y and s3z, |Off|<=88, target 5, chunk 34]', bool(ok5), 'crack at target 5 (rep 82, V2idx 103676) found by both; s3y output identical to logs/SPANCOVER/664s0t5_34.out') +nm = ['f6_p1a664_%d' % r for r in range(24)]; ok = merge('fact6_p1', nm); a = s3_summary([job(x) for x in nm]) +report('fact 6 (6,6,4) s0 |Off|<=88 extension at target 8 [s3x pass 1; previously only in the DIRX card notes]', ok and a['pairs'] == 70064678 and a['surviving'] == 0 and a['hits'] == 0, '%d pairs, %d qualifying new directions' % (a['pairs'], a['hits'])) +# facts 7, 8 +check_s3('fact7', 'fact 7 (6,5,4)+1 <= 4 [s3f target 8]', 'f7_s3f_b654s1', 'S3FLAT/out_b654s1_%d.out', 24, 'z7_s3z_b654s1') +check_s3('fact8', 'fact 8 (6,4,4)+1 <= 4 [s3f target 8]', 'f8_s3f_b644s1', 'S3FLAT/out_b644s1_%d.out', 24, 'z8_s3z_b644s1') +tot = sum(cpus.values()) +print('CPU time (user+sys, s): ' + ', '.join('%s %.0f' % (k, v) for k, v in sorted(cpus.items())) + '; total %.0f s = %.1f CPU-min' % (tot, tot / 60)) +allok = all(status) +print(('PASS' if allok else 'FAIL') + ' %d of %d checks pass' % (sum(status), len(status))) +sys.exit(0 if allok else 1) diff --git a/research/one-sided-residue-closures/provenance/replay_spanfacts.sh b/research/one-sided-residue-closures/provenance/replay_spanfacts.sh new file mode 100644 index 0000000000..cb7957ef10 --- /dev/null +++ b/research/one-sided-residue-closures/provenance/replay_spanfacts.sh @@ -0,0 +1,81 @@ +#!/usr/bin/env bash +# Rerun the eight span facts of SPANFACTS.md from the shipped sources (provenance/src), compare with the shipped logs (provenance/logs). +# usage: bash provenance/replay_spanfacts.sh PYTHON=... (needs numpy) JOBS=4 (parallel processes, default 4) CC=cc +# LOGDIR=dir (per-fact replay logs and replay_summary.txt; default a fresh temporary directory; the shipped copy is provenance/logs/REPLAY) +# Every job is niced (10), runs under timeout 1200 s (a chunk is far below that: 3 s to 8 min), at most JOBS at a time. +# What is rerun (first implementation: the sources the facts were established with; second implementation where one exists): +# 1 (6,6)+1 <= 3 s66 mode 1 (C) and indep.py mode 1, 6 chunks (independent Python) +# 2 (6,6)+2 <= 4 s6x (= s6y), 4 rep-chunks +# 3 (6,6,3) s0 <= 4 s6x 6 6 4 lim 80, 8 rep-chunks, then the exact third-flat refinement on the 3 reps with relaxed span 8 (= s6r) +# 4 (7,4) s0 <= 4 s6x, 4 rep-chunks +# 5 (7,5) s0 <= 4 s6x, 2 rep-chunks; plus the |Off|<=88 extension pass (s3x NEWLO=80 PASS1=1, 24 chunks) +# 6 (6,6,4) s0 <= 5 s3f (|Off|<=80, target 8, 24 chunks) and s3y (|Off|<=88, target 6, 48 chunks: pass; target 5: the crack) and s3x pass 1 +# 7 (6,5,4)+1 <= 4 s3f target 8, 24 chunks +# 8 (6,4,4)+1 <= 4 s3f target 8, 24 chunks +# facts 6-8 are rerun a second time with the independent checker s3z (same chunks, same arguments) and compared. +set -uo pipefail +HERE=$(cd "$(dirname "$0")" && pwd); SRC="$HERE/src"; LOGS="$HERE/logs"; PY="${PYTHON:-python3}"; CC="${CC:-cc}"; JOBS="${JOBS:-4}" +LOGDIR="${LOGDIR:-${TMPDIR:-/tmp}/replay_logs.$$}" +export PYTHONDONTWRITEBYTECODE=1 OMP_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 OPENBLAS_NUM_THREADS=1 +"$PY" -c "import numpy" 2>/dev/null || { echo "FAIL python needs numpy (PYTHON=...)"; exit 1; } +command -v "$CC" >/dev/null || { echo "FAIL needs a C compiler"; exit 1; } +W=$(mktemp -d "${TMPDIR:-/tmp}/replay.XXXXXX"); mkdir -p "$W/work" "$W/out" "$W/gen77" "$W/gen80" "$W/gen88" "$LOGDIR"; T0=$SECONDS +echo "== build and direction data (work dir $W)" +for p in s66 s6x s3f s3x s3y s3z; do "$CC" -O2 -o "$W/work/$p" "$SRC/$p.c" 2>"$W/cc_$p.log" || { echo "FAIL compile $p.c"; cat "$W/cc_$p.log"; exit 1; }; done +OUT="$W/gen77" "$PY" -B "$SRC/gen.py" 77 > "$W/gen77.log" 2>&1 & +OUT="$W/gen80" "$PY" -B "$SRC/gen.py" 80 > "$W/gen80.log" 2>&1 & +OUT="$W/gen88" "$PY" -B "$SRC/gen88.py" 88 > "$W/gen88.log" 2>&1 & +wait +cp "$W/gen77/data.txt" "$W/gen80/data80.txt" "$W/gen88/data88.txt" "$W/gen80/gens.txt" "$W/work/" +bad=0 +cmp -s "$W/gen80/gens.txt" "$HERE/data/gens.txt" || { echo "FAIL generated gens.txt differs from data/gens.txt"; bad=1; } +gzip -dc "$HERE/data/data88.txt.gz" | cmp -s - "$W/work/data88.txt" || { echo "FAIL generated data88.txt differs from data/data88.txt.gz"; bad=1; } +cmp -s <(head -n 114 "$W/work/data80.txt") <(head -n 114 "$W/work/data88.txt") || { echo "FAIL data80/data88 headers differ"; bad=1; } +[ $bad = 0 ] && echo "PASS direction lists regenerated (gen.py 77/80, gen88.py 88): data.txt, data80.txt, data88.txt, gens.txt; data88.txt and gens.txt equal the shipped copies" +# ---- job list: one line per job: NAMEcommand (run in $W/work) +J="$W/jobs.lst"; : > "$J" +job() { printf '%s\t%s\n' "$1" "$2" >> "$J"; } +reps() { local k=$1 n=$2 s="" i; for ((i=k;i<159;i+=n)); do s="$s,$i"; done; echo "${s#,}"; } +reps51() { local k=$1 n=$2 s="" i; for ((i=k;i<51;i+=n)); do s="$s,$i"; done; echo "${s#,}"; } +job f1_s66_m1 "./s66 1" +for c in 0 1 2 3 4 5; do job f1_indep_m1_c$c "$PY -B $SRC/indep.py 1 $c 6"; done +for k in 0 1 2 3; do job f2_y662_$k "./s6x data80.txt 6 6 2 78 $(reps $k 4)"; done +for k in 0 1 2 3 4 5 6 7; do job f3_y664_$k "./s6x data80.txt 6 6 4 80 $(reps $k 8)"; done +job f3_r664 "./s6x data80.txt 6 6 4 80 67,68,82 8" +for k in 0 1 2 3; do job f4_y740_$k "./s6x data80.txt 7 4 0 80 $(reps51 $k 4)"; done +for k in 0 1; do job f5_y750_$k "./s6x data80.txt 7 5 0 80 $(reps51 $k 2)"; done +for r in $(seq 0 23); do + job f5_p1y750_$r "NEWLO=80 PASS1=1 ./s3x data88.txt 7 5 0 0 88 8 24 $r" + job f6_p1a664_$r "NEWLO=80 PASS1=1 ./s3x data88.txt 6 6 4 0 88 8 24 $r" + job f6_s3f_a664s0_$r "./s3f data80.txt 6 6 4 0 80 8 24 $r" + job f7_s3f_b654s1_$r "./s3f data80.txt 6 5 4 1 80 8 24 $r" + job f8_s3f_b644s1_$r "./s3f data80.txt 6 4 4 1 80 8 24 $r" + job z6_s3z_a664s0_$r "./s3z data80.txt 6 6 4 0 80 8 24 $r" + job z7_s3z_b654s1_$r "./s3z data80.txt 6 5 4 1 80 8 24 $r" + job z8_s3z_b644s1_$r "./s3z data80.txt 6 4 4 1 80 8 24 $r" +done +for r in $(seq 0 47); do + job f6_s3y_t6_$r "./s3y data88.txt 6 6 4 0 88 6 48 $r" + job z6_s3z_t6_$r "./s3z data88.txt 6 6 4 0 88 6 48 $r" +done +job f6_s3y_t5_34 "EXITCRACK=1 ./s3y data88.txt 6 6 4 0 88 5 48 34" +job z6_s3z_t5_34 "EXITCRACK=1 ./s3z data88.txt 6 6 4 0 88 5 48 34" +# long jobs first (indep, s6x, s66), then the many small chunks +sort -s -k1,1 "$J" | awk -F'\t' '{p=($1 ~ /^f1_indep|^f3_y664|^f4_y740|^f1_s66/)?0:1; print p"\t"$0}' | sort -s -n -k1,1 | cut -f2- > "$W/jobs.sorted" +cat > "$W/run1.sh" <<'EOS' +#!/usr/bin/env bash +# run1.sh WORKDIR OUTDIR NAME TIMEOUT PY CMD... (CMD is one string run via eval, with PY set) +W=$1; O=$2; n=$3; T=$4; PY=$5; cmd=$6; cd "$W" || exit 1; export PY +TIMEFORMAT='%U %S' +{ time timeout "$T" nice -n 10 bash -c "$cmd" > "$O/$n.out" 2> "$O/$n.err"; echo $? > "$O/$n.rc"; } 2> "$O/$n.cpu" +EOS +chmod +x "$W/run1.sh" +echo "== running $(wc -l < "$J") jobs, $JOBS at a time" +while IFS=$'\t' read -r n c; do printf '%s\0' "$n"; printf '%s\0' "$c"; done < "$W/jobs.sorted" | + xargs -0 -n 2 -P "$JOBS" bash -c '"$0"/run1.sh "$0"/work "$0"/out "$1" 1200 "'"$PY"'" "$2"' "$W" +WALL=$((SECONDS - T0)) +echo "== compare" +"$PY" -B "$HERE/replay_compare.py" "$W/out" "$LOGS" "$LOGDIR" "$WALL" | tee "$W/summary.txt" +cp "$W/summary.txt" "$LOGDIR/replay_summary.txt" +grep -q '^FAIL' "$W/summary.txt" || [ $bad != 0 ] && { echo "REPLAY FAIL (work dir $W)"; exit 1; } +echo "REPLAY PASS (wall ${WALL}s)"; rm -rf "$W" diff --git a/research/one-sided-residue-closures/provenance/src/gen.py b/research/one-sided-residue-closures/provenance/src/gen.py new file mode 100644 index 0000000000..265fc72466 --- /dev/null +++ b/research/one-sided-residue-closures/provenance/src/gen.py @@ -0,0 +1,144 @@ +# SIX: independent data generation (own coordinates, own labels, own direction list, own group/orbits). +# Coordinates doubled (integers). E8 = D8 ∪ D8+(1/2)^8, roots norm 2 -> doubled norm 8. +import itertools, numpy as np, sys, random +from fractions import Fraction +import os; OUT=os.environ.get('OUT','./').rstrip('/')+'/' +LIM=int(sys.argv[1]) if len(sys.argv)>1 else 77 +DATA='data.txt' if LIM==77 else 'data%d.txt'%LIM +roots=[] +for i,j in itertools.combinations(range(8),2): + for si in (2,-2): + for sj in (2,-2): + v=[0]*8; v[i]=si; v[j]=sj; roots.append(tuple(v)) +for s in itertools.product((1,-1),repeat=8): + if s.count(-1)%2==0: roots.append(tuple(s)) +assert len(roots)==240 +def dot(a,b): return sum(x*y for x,y in zip(a,b))//4 # true inner product (doubled coords) +lines=sorted({max(r,tuple(-x for x in r)) for r in roots}); assert len(lines)==120 +frame=[] +for k in range(4): + a=[0]*8; a[2*k]=2; a[2*k+1]=2; frame.append(tuple(a)) + b=[0]*8; b[2*k]=2; b[2*k+1]=-2; frame.append(tuple(b)) +frame=[max(f,tuple(-x for x in f)) for f in frame] +for f,g in itertools.combinations(frame,2): assert dot(f,g)==0 +P=[l for l in lines if l not in frame]; assert len(P)==112 +# labels: coordinates of r in a Z-basis of E8, mod 2; basis = simple roots (Bourbaki, doubled) +simple=[(1,-1,-1,-1,-1,-1,-1,1),(2,2,0,0,0,0,0,0),(-2,2,0,0,0,0,0,0),(0,-2,2,0,0,0,0,0),(0,0,-2,2,0,0,0,0),(0,0,0,-2,2,0,0,0),(0,0,0,0,-2,2,0,0),(0,0,0,0,0,-2,2,0)] +M=np.array(simple,dtype=float).T +assert abs(abs(np.linalg.det(np.array([[dot(a,b) for b in simple] for a in simple],dtype=float)))-1)<1e-9 +def lab(r): + n=np.linalg.solve(M,np.array(r,dtype=float)); ni=np.rint(n).astype(int); assert np.allclose(n,ni) + x=1 + for k in range(8): x|=(int(ni[k])&1)<<(k+1) + return x +LAB=[lab(r) for r in P]; assert len(set(LAB))==112 +ZL=[lab(f) for f in frame] +# F2 rank of all labels =9 +def f2rank(vs): + bs=[] + for x in vs: + for b in bs: x=min(x,x^b) + if x: bs.append(x) + return len(bs) +assert f2rank(LAB)==9 +# directions: E8 vectors of norm <= 8 (doubled norm <=32), primitive up to sign +vecs=set() +rng2=range(-6,7,2); rng1=range(-5,6,2) +for v in itertools.product(rng2,repeat=8): + if 0 doubled coords even, sum(v)/2 even. half: v odd, sum(v/2) even. +def prim(v): + from math import gcd + g=0 + for x in v: g=gcd(g,abs(x)) + v=tuple(x//g for x in v) + return max(v,tuple(-x for x in v)) +dirs={} +for v in vecs: + p=prim(v); dirs.setdefault(p,v) +def off(h): return [t for t,r in enumerate(P) if sum(a*b for a,b in zip(r,h))!=0] +fin=[] +from collections import Counter +C=Counter() +for p,v in dirs.items(): + o=off(p) + if len(o)<=LIM: + nE8=sum(1 for l in lines if sum(a*b for a,b in zip(l,p))==0) + C[(sum(x*x for x in v)//4,nE8,len(o))]+=1; fin.append((p,o)) +print('finite directions |Off|<=77 by (norm,E8 lines perp,|Off|):',sorted(C.items())) +# pencils: A2 planes span(a,b), a.b=-1 ; generic Off = lines not perp to both +pen={} +for a,b in itertools.combinations(lines,2): + if abs(dot(a,b))==1: + perp=frozenset(t for t,r in enumerate(P) if dot(r,a)==0 and dot(r,b)==0) + key=frozenset(l for l in lines if dot(l,a)==0 and dot(l,b)==0) + pen.setdefault(key,(a,b,perp)) +pens=[] +CP=Counter() +for key,(a,b,perp) in pen.items(): + o=[t for t in range(112) if t not in perp] + CP[(len(key),len(o))]+=1 + if len(o)<=LIM: pens.append((a,b,o)) +print('A2 planes (E8 lines perp, generic |Off|):',sorted(CP.items())) +with open(OUT+DATA,'w') as f: + f.write(' '.join(map(str,LAB))+'\n') + f.write(' '.join(map(str,ZL))+'\n') + for r in P: f.write(' '.join(map(str,r))+'\n') + f.write('%d\n'%(len(fin)+len(pens))) + for p,o in fin: f.write('1 '+' '.join(map(str,p))+' : '+' '.join(map(str,o))+'\n') + for a,b,o in pens: f.write('2 '+' '.join(map(str,a))+' '+' '.join(map(str,b))+' : '+' '.join(map(str,o))+'\n') +print('wrote',len(fin),'finite',len(pens),'pencils') +# group: sign flips (reflections in frame roots) and coordinate-permutations of frame preserving supports +def refl(f): + return lambda r: tuple(x - (2*sum(a*b for a,b in zip(r,f))//sum(y*y for y in f))*y for x,y in zip(r,f)) +idx={r:t for t,r in enumerate(P)} +def lineperm(g): + out=[] + for r in P: + s=g(r); s=max(s,tuple(-x for x in s)); out.append(idx[s]) + return out +gens=[lineperm(refl(f)) for f in frame] +# permutation part: c-coordinates c_j = r.f_j ; map c -> c∘pi^{-1}; r = sum c_j f_j /2 +Fm=np.array(frame,dtype=float) +def cvec(r): return [dot(r,f) for f in frame] +supps={frozenset(j for j,c in enumerate(cvec(r)) if c) for r in P} +assert len(supps)==14 and all(len(s)==4 for s in supps) +auts=[pi for pi in itertools.permutations(range(8)) if all(frozenset(pi[j] for j in s) in supps for s in supps)] +print('Aut(Hamming) order',len(auts)) +random.seed(1) +def mk(pi): + def g(r): + c=cvec(r); c2=[0]*8 + for j in range(8): c2[pi[j]]=c[j] + v=sum(c2[j]*Fm[j] for j in range(8))/2 + vi=tuple(int(round(x)) for x in v); return vi + return g +for _ in range(4): gens.append(lineperm(mk(random.choice(auts)))) +# check group size generated on lines +import collections +def gsize(gens,limit=10**6): + I=tuple(range(112)); seen={I}; st=[I] + while st: + x=st.pop() + for g in gens: + y=tuple(g[i] for i in x) + if y not in seen: + seen.add(y); st.append(y) + if len(seen)>limit: return -1 + return len(seen) +print('group order on lines',gsize(gens)) +# label linearity of each generator: map must be induced by a linear map of F2^9 +for g in gens: + # solve linear map from a basis of labels + bs=[];imgs=[] + for t in range(112): + x=LAB[t]; y=LAB[g[t]]; xx=x; yy=y + for b,ib in zip(bs,imgs): + if (xx^b) doubled norm 8. +import itertools, numpy as np, sys, random +from fractions import Fraction +import os; OUT=os.environ.get('OUT','./').rstrip('/')+'/' +LIM=int(sys.argv[1]) if len(sys.argv)>1 else 77 +DATA='data%d.txt'%LIM +roots=[] +for i,j in itertools.combinations(range(8),2): + for si in (2,-2): + for sj in (2,-2): + v=[0]*8; v[i]=si; v[j]=sj; roots.append(tuple(v)) +for s in itertools.product((1,-1),repeat=8): + if s.count(-1)%2==0: roots.append(tuple(s)) +assert len(roots)==240 +def dot(a,b): return sum(x*y for x,y in zip(a,b))//4 # true inner product (doubled coords) +lines=sorted({max(r,tuple(-x for x in r)) for r in roots}); assert len(lines)==120 +frame=[] +for k in range(4): + a=[0]*8; a[2*k]=2; a[2*k+1]=2; frame.append(tuple(a)) + b=[0]*8; b[2*k]=2; b[2*k+1]=-2; frame.append(tuple(b)) +frame=[max(f,tuple(-x for x in f)) for f in frame] +for f,g in itertools.combinations(frame,2): assert dot(f,g)==0 +P=[l for l in lines if l not in frame]; assert len(P)==112 +# labels: coordinates of r in a Z-basis of E8, mod 2; basis = simple roots (Bourbaki, doubled) +simple=[(1,-1,-1,-1,-1,-1,-1,1),(2,2,0,0,0,0,0,0),(-2,2,0,0,0,0,0,0),(0,-2,2,0,0,0,0,0),(0,0,-2,2,0,0,0,0),(0,0,0,-2,2,0,0,0),(0,0,0,0,-2,2,0,0),(0,0,0,0,0,-2,2,0)] +M=np.array(simple,dtype=float).T +assert abs(abs(np.linalg.det(np.array([[dot(a,b) for b in simple] for a in simple],dtype=float)))-1)<1e-9 +def lab(r): + n=np.linalg.solve(M,np.array(r,dtype=float)); ni=np.rint(n).astype(int); assert np.allclose(n,ni) + x=1 + for k in range(8): x|=(int(ni[k])&1)<<(k+1) + return x +LAB=[lab(r) for r in P]; assert len(set(LAB))==112 +ZL=[lab(f) for f in frame] +# F2 rank of all labels =9 +def f2rank(vs): + bs=[] + for x in vs: + for b in bs: x=min(x,x^b) + if x: bs.append(x) + return len(bs) +assert f2rank(LAB)==9 +# directions: E8 vectors of norm <= 8 (doubled norm <=32), primitive up to sign +vecs=set() +rng2=range(-6,7,2); rng1=range(-5,6,2) +for v in itertools.product(rng2,repeat=8): + if 0 doubled coords even, sum(v)/2 even. half: v odd, sum(v/2) even. +def prim(v): + from math import gcd + g=0 + for x in v: g=gcd(g,abs(x)) + v=tuple(x//g for x in v) + return max(v,tuple(-x for x in v)) +dirs={} +for v in vecs: + p=prim(v); dirs.setdefault(p,v) +def off(h): return [t for t,r in enumerate(P) if sum(a*b for a,b in zip(r,h))!=0] +fin=[] +from collections import Counter +C=Counter() +for p,v in dirs.items(): + o=off(p) + if len(o)<=LIM: + nE8=sum(1 for l in lines if sum(a*b for a,b in zip(l,p))==0) + C[(sum(x*x for x in v)//4,nE8,len(o))]+=1; fin.append((p,o)) +print('finite directions |Off|<=77 by (norm,E8 lines perp,|Off|):',sorted(C.items())) +# pencils: A2 planes span(a,b), a.b=-1 ; generic Off = lines not perp to both +pen={} +for a,b in itertools.combinations(lines,2): + if abs(dot(a,b))<=1: + perp=frozenset(t for t,r in enumerate(P) if dot(r,a)==0 and dot(r,b)==0) + key=frozenset(l for l in lines if dot(l,a)==0 and dot(l,b)==0) + pen.setdefault(key,(a,b,perp,abs(dot(a,b)))) +pens=[] +CP=Counter() +for key,(a,b,perp,tp) in pen.items(): + o=[t for t in range(112) if t not in perp] + CP[('A2' if tp else 'A1A1',len(key),len(o))]+=1 + if len(o)<=LIM: pens.append((a,b,o,tp)) +print('A2 planes (E8 lines perp, generic |Off|):',sorted(CP.items())) +with open(OUT+DATA,'w') as f: + f.write(' '.join(map(str,LAB))+'\n') + f.write(' '.join(map(str,ZL))+'\n') + for r in P: f.write(' '.join(map(str,r))+'\n') + f.write('%d\n'%(len(fin)+len(pens))) + for p,o in fin: f.write('1 '+' '.join(map(str,p))+' : '+' '.join(map(str,o))+'\n') + for a,b,o,tp in pens: f.write('2 '+' '.join(map(str,a))+' '+' '.join(map(str,b))+' : '+' '.join(map(str,o))+'\n') +print('wrote',len(fin),'finite',len(pens),'pencils') +# group: sign flips (reflections in frame roots) and coordinate-permutations of frame preserving supports +def refl(f): + return lambda r: tuple(x - (2*sum(a*b for a,b in zip(r,f))//sum(y*y for y in f))*y for x,y in zip(r,f)) +idx={r:t for t,r in enumerate(P)} +def lineperm(g): + out=[] + for r in P: + s=g(r); s=max(s,tuple(-x for x in s)); out.append(idx[s]) + return out +gens=[lineperm(refl(f)) for f in frame] +# permutation part: c-coordinates c_j = r.f_j ; map c -> c∘pi^{-1}; r = sum c_j f_j /2 +Fm=np.array(frame,dtype=float) +def cvec(r): return [dot(r,f) for f in frame] +supps={frozenset(j for j,c in enumerate(cvec(r)) if c) for r in P} +assert len(supps)==14 and all(len(s)==4 for s in supps) +auts=[pi for pi in itertools.permutations(range(8)) if all(frozenset(pi[j] for j in s) in supps for s in supps)] +print('Aut(Hamming) order',len(auts)) +random.seed(1) +def mk(pi): + def g(r): + c=cvec(r); c2=[0]*8 + for j in range(8): c2[pi[j]]=c[j] + v=sum(c2[j]*Fm[j] for j in range(8))/2 + vi=tuple(int(round(x)) for x in v); return vi + return g +for _ in range(4): gens.append(lineperm(mk(random.choice(auts)))) +# check group size generated on lines +import collections +def gsize(gens,limit=10**6): + I=tuple(range(112)); seen={I}; st=[I] + while st: + x=st.pop() + for g in gens: + y=tuple(g[i] for i in x) + if y not in seen: + seen.add(y); st.append(y) + if len(seen)>limit: return -1 + return len(seen) +print('group order on lines',gsize(gens)) +# label linearity of each generator: map must be induced by a linear map of F2^9 +for g in gens: + # solve linear map from a basis of labels + bs=[];imgs=[] + for t in range(112): + x=LAB[t]; y=LAB[g[t]]; xx=x; yy=y + for b,ib in zip(bs,imgs): + if (xx^b)2 else 0; NCH=int(sys.argv[3]) if len(sys.argv)>3 else 1 # 0: |Off|<=76, X = Λ(V1)∪Λ(V2); 1: |Off|<=77, plus one free line per h +# Hamming [8,4,4] supports +G=[0b11110000,0b11001100,0b10101010,0b11111111] +code=set() +for m in range(16): + x=0 + for i in range(4): + if m>>i&1: x^=G[i] + code.add(x) +supp4=[c for c in code if bin(c).count('1')==4]; assert len(supp4)==14 +# roots in c-coords (c_j = ): frame roots 2e_j, others ±1 on a weight-4 support; = c.c'/2 +R=[] +for j in range(8): + v=[0]*8; v[j]=2; R.append(tuple(v)); R.append(tuple(-x for x in v)) +for s in supp4: + pos=[j for j in range(8) if s>>j&1] + for sg in itertools.product((1,-1),repeat=4): + v=[0]*8 + for p,g in zip(pos,sg): v[p]=g + R.append(tuple(v)) +assert len(R)==240 +ip=lambda a,b: Fraction(sum(x*y for x,y in zip(a,b)),2) +for r in R: assert ip(r,r)==2 +assert all(ip(a,b).denominator==1 for a in R[:40] for b in R) +canon=lambda v: max(tuple(v),tuple(-x for x in v)) +P=sorted({canon(r) for r in R if sum(1 for x in r if x)==4}); assert len(P)==112 +# labels: (1, mod 2) for a unimodular basis b of E8 made of roots +random.seed(7) +while True: + B=random.sample(R,8) + Gm=np.array([[float(ip(a,b)) for b in B] for a in B]) + if abs(abs(np.linalg.det(Gm))-1)<1e-6: break +LAB=[1|sum(((int(ip(r,b))&1)<<(k+1)) for k,b in enumerate(B)) for r in P] +assert len(set(LAB))==112 +# directions: primitive vectors h (in c-coords, up to scale) from sums of pairwise orthogonal roots (1,2,3 roots) +def prim(v): + from math import gcd + g=0 + for x in v: g=gcd(g,abs(int(x))) + return canon([int(x)//g for x in v]) +vecs={1:set(),2:set(),3:set()} +Rl=R +for a in Rl: vecs[1].add(a) +for a,b in itertools.combinations(Rl,2): + if ip(a,b)==0: vecs[2].add(tuple(x+y for x,y in zip(a,b))) +orth={a:[b for b in Rl if ip(a,b)==0] for a in Rl} +for a in Rl: + for b in orth[a]: + for c in orth[a]: + if ip(b,c)==0 and b>64) +# parity table +par=np.array([[bin(w&l).count('1')&1 for l in LAB] for w in range(512)],dtype=bool) +def lines_of_dual(ws): + ok=np.ones(112,dtype=bool) + for w in ws: ok&=~par[w] + m=0 + for t in np.nonzero(ok)[0]: m|=1< piv[i] zero), zero at other pivots, free at non-pivot bits < piv[i] + free=[[b for b in range(piv[i]) if b not in piv] for i in range(3)] + for bits in itertools.product(*[range(1<>k&1: w|=1<>j&1) in code for s in supp4)] +pidx={r:t for t,r in enumerate(P)} +def act(fn): return [pidx[canon(fn(r))] for r in P] +gens=[act(lambda r,j=j: tuple(-x if k==j else x for k,x in enumerate(r))) for j in range(8)] +random.seed(3) +for _ in range(3): + pi=random.choice(auts) + gens.append(act(lambda r,pi=pi: tuple(r[pi.index(k)] for k in range(8)))) +# byte tables for fast mask mapping +def table(g): + T=[] + for byte in range(14): + row=[] + for v in range(256): + o=0 + for b in range(8): + if v>>b&1 and byte*8+b<112: o|=1<>=8; k+=1 + return o +parent=list(range(len(masks))) +def fd(x): + while parent[x]!=x: parent[x]=parent[parent[x]]; x=parent[x] + return x +for i,m in enumerate(masks): + for T in TB: + j=idx[mp(m,T)]; a,b=fd(i),fd(j) + if a!=b: parent[a]=b +reps=[i for i in range(len(masks)) if fd(i)==i] +print('orbits',len(reps)) +X2=np.array([split(m) for m in masks],dtype=np.uint64) +def f2rank(m): + bs=[] + t=0 + while m: + if m&1: + x=LAB[t] + for b in bs: x=min(x,x^b) + if x: bs.append(x) + m>>=1; t+=1 + return len(bs) +def ok_h(m): + if mode==0: return f2rank(m)<=7 + # rank(R minus one line) <= 7 <=> rank(R) <= 7, or rank(R) = 8 and some hyperplane of span(R) misses at most one line of R + labs=[LAB[t] for t in range(112) if m>>t&1] + bs=[]; + for x in labs: + for b in bs: x=min(x,x^b) + if x: bs.append(x) + r=len(bs) + if r<=7: return True + if r>8: return False + # coordinates w.r.t. a basis chosen among the labels: Gaussian elimination tracking combinations + piv=[] # (pivot vector reduced, coord bitmask) + for x in labs: + c=0; y=x + for (pv,pc) in piv: + if (y^pv)cap[hi]+20+slack: continue + a=np.array(split(r1),dtype=np.uint64) + rr=np.empty_like(X2); rr[:,0]=a[0]&~X2[:,0]; rr[:,1]=a[1]&~X2[:,1] + cand=np.nonzero(pcarr(rr)<=cap[hi]+slack)[0] + for j in cand: + rm=int(rr[j,0])|(int(rr[j,1])<<64) + if ok_h(rm): hits.setdefault(int(j),[]).append(h) + for j,hs in hits.items(): + bestn=max(bestn,len(hs)) + best=max(best,qrank(hs)) + if ri%20==0: print('rep',ri,'running max rank',best,'max #h',bestn,flush=True) +print('DONE REPS',done) +print('INDEP OVERALL mode',mode,'chunk',CH,NCH,': max real rank',best,'max #directions',bestn) diff --git a/research/one-sided-residue-closures/provenance/src/s3f.c b/research/one-sided-residue-closures/provenance/src/s3f.c new file mode 100644 index 0000000000..c9c7cc83f0 --- /dev/null +++ b/research/one-sided-residue-closures/provenance/src/s3f.c @@ -0,0 +1,134 @@ +// S3FLAT (single implementation, C): three label flats of dims a,b,c + s free lines (per-direction, relaxed superset). +// Direction h qualifies iff Off(h) \ (L(V1) u L(V2) u L(V3)) minus <= s lines lies in a 7-flat G (rank_F2 <= 7). +// Redesign vs MS3c/s3.c: +// (1) V1 over frame-group orbit reps; V2 over all, with symmetric-pair reduction (orbit(V2) >= orbit(V1)) when a==b; +// (2) V3 is NOT enumerated: for each direction h and 7-flat G, D = Off(h)\(X1 u X2 u G) must lie (minus s lines) in a c-dim flat, +// i.e. rank_F2(l(D\T)) <= c -> requirement subspace S_{h,G}. Per (V1,h) the G's are precomputed as maximal masks r1&G; +// (3) V3 = closure of sums of requirement subspaces (dim <= c); evaluated at leaves; incremental real rank stops at 8. +// usage: s3f data a b c s lim target mod rem [env NOSYM=1 disables pair symmetry; ONLY=ri,ri,..] +#include +#include +#include +typedef unsigned __int128 u128; typedef unsigned long long u64; +int LAB[112]; int PC[112][8]; int ND; int hv[7000][8]; int hv2[7000][8]; int htyp[7000]; u128 OFF[7000]; int cap[7000]; +static inline int pc(u128 x){ return __builtin_popcountll((u64)x)+__builtin_popcountll((u64)(x>>64)); } +long long gcdll(long long a,long long b){ if(a<0)a=-a; if(b<0)b=-b; while(b){ long long t=a%b; a=b; b=t;} return a; } +// exact integer real rank of direction vectors (pencils contribute two vectors); stops at 8 +int realrank(int *list0,int n0){ long long Bm[8][8]; int piv[8]; int r=0; + for(int ii=0;ii1) for(int k=0;k<8;k++) v[k]/=g; again=1; } } } + int p=-1; for(int k=0;k<8;k++) if(v[k]){p=k;break;} if(p<0) continue; + for(int k=0;k<8;k++) Bm[r][k]=v[k]; piv[r]=p; r++; if(r==8) return 8; } } + return r; } +// ---------- subspaces (dual enumeration as in s66.c) +u128 *SUB; int NS=0; +int cmp128(const void*a,const void*b){ u128 x=*(u128*)a,y=*(u128*)b; return xy; } +static inline int par(int x){ return __builtin_popcount(x)&1; } +int gens[16][112]; int NG=0; +u128 mapmask(u128 m,int g){ u128 o=0; for(int t=0;t<112;t++) if((m>>t)&1) o|=((u128)1)<=0;k--){ if(!((x>>k)&1)) continue; if(B[k]) x^=B[k]; else { B[k]=x; r++; break; } } } + for(int k=0;k<9;k++) if(B[k]) for(int j=k+1;j<9;j++) if(B[j]&&((B[j]>>k)&1)) B[j]^=B[k]; + int m=0; for(int k=8;k>=0;k--) if(B[k]) out[m++]=B[k]; return m; } +u64 packkey(int *b,int n){ u64 key=0; for(int i=0;i>=9; } for(int i=0;i c +int spankey(u128 D,int c,u64 *key){ int vs[112]; int n=0; for(int t=0;t<112;t++) if((D>>t)&1) vs[n++]=LAB[t]; int b[9]; int m=rrefv(vs,n,b); if(m>c) return 99; *key=packkey(b,m); return m; } +void membmap(int *b,int n,u64 *mem){ for(int i=0;i<8;i++) mem[i]=0; int el[64]; int ne=1; el[0]=0; for(int i=0;i>6]|=1ULL<<(el[j]&63); } +// requirement subspaces for (D, s, c): span(D) and spans after removing <= s (<=2) lines, those of dim <= c +int reqs(u128 D,int s,int c,u64 *outk,int maxo){ int no=0; u64 key; int d=spankey(D,c,&key); if(d<=c){ outk[no++]=key; if(s==0||d==0) return no; } + if(s==0) return no; + int lines[112]; int nl=0; for(int t=0;t<112;t++) if((D>>t)&1) lines[nl++]=t; + for(int i=0;i=2) for(int j=i+1;j>t)&1) lines[nl++]=t; + for(int i=0;i=2) for(int j=i+1;jcap=cap; h->n=0; h->k=calloc(cap,sizeof(u64)); } +int hs_add(HS*h,u64 key){ u64 kx=key+1; u64 x=(kx*0x9E3779B97F4A7C15ULL)>>20; int p=x%h->cap; while(h->k[p]){ if(h->k[p]==kx) return 0; p=(p+1)%h->cap; } h->k[p]=kx; h->n++; return 1; } +int cmpu64(const void*a,const void*b){ u64 x=*(u64*)a,y=*(u64*)b; return xy; } +int main(int argc,char**argv){ + const char*df=argv[1]; int adim=atoi(argv[2]), bdim=atoi(argv[3]), cdim=atoi(argv[4]), s=atoi(argv[5]), lim=atoi(argv[6]), target=atoi(argv[7]); + int mod=argc>8?atoi(argv[8]):1, rem=argc>9?atoi(argv[9]):0; int nosym=getenv("NOSYM")!=NULL; + int only[200]; int nonly=0; if(getenv("ONLY")){ char*p=getenv("ONLY"); while(*p){ only[nonly++]=strtol(p,&p,10); if(*p==',') p++; } } + int gw[10]={0,1,2,4,8,12,20,36,64,112}; + FILE*f=fopen(df,"r"); for(int i=0;i<112;i++) fscanf(f,"%d",&LAB[i]); int z; for(int i=0;i<8;i++) fscanf(f,"%d",&z); + for(int i=0;i<112;i++) for(int k2=0;k2<8;k2++) fscanf(f,"%d",&PC[i][k2]); + int nn; fscanf(f,"%d",&nn); ND=0; + for(int i=0;ib) b=c; } cap[h]=b; } + int na_,nb_; u128 *A=enumsub(adim,&na_); int sameAB=(adim==bdim); u128 *Bs; if(sameAB){ Bs=A; nb_=na_; } else { Bs=enumsub(bdim,&nb_); } + SUB=A; NS=na_; + fprintf(stderr,"dirs %d gens %d V1 %d V2 %d\n",ND,NG,na_,nb_); + uf=malloc(sizeof(int)*NS); for(int i=0;icap[h]+thr1) continue; + int nt=0; for(int g=0;gcp) cp=c; } capr[na]=cp; act[na]=h; R1[na]=r; na++; } + fprintf(stderr,"rep %d setup done: active %d avgL %.1f\n",ri,na,na?(double)sumL/na:0.0); + for(int j=0;jcapr[a]+thr2) continue; int ok=0; u128 *L=LG[a]; for(int q=0;qthr2) continue; if(feasible(D,s,cdim)){ ok=1; break; } } + if(ok){ cand[nc]=act[a]; candi[nc]=a; R2[nc]=r; nc++; } } + npair++; if(nc==0) continue; + int ub=realrank(cand,nc); if(ubthr2) continue; int nk=reqs(D,s,cdim,tk,1024); for(int e=0;ecdim) continue; if(dn==wn) continue; grew=1; u64 nk=packkey(ob,dn); if(hs_add(&hs,nk)){ if(nw<(1<<21)) W[nw++]=nk; else overflow=1; } } + if(overflow) break; + if(!grew){ nleaf++; u64 mem[8]; membmap(wb,wn,mem); int list[512]; int n=0; + for(int ci=0;ci>6]>>(sb[i]&63))&1)){ inside=0; break; } if(inside) ok=1; } if(ok && n<512) list[n++]=cand[ci]; } + if(n){ int rk=realrank(list,n); hist[rk]++; if(rk>vmax) vmax=rk; if(rk>pairbest) pairbest=rk; + if(rk>=target){ printf("CRACK? target %d span %d rep %d V2idx %d X1=%016llx%016llx X2=%016llx%016llx Wkey=%llx dim %d n %d dirs:",target,rk,ri,j,(u64)(X1>>64),(u64)X1,(u64)(X2>>64),(u64)X2,wk,wn,n); for(int a2=0;a2>64),(u64)X1,(u64)(X2>>64),(u64)X2); + if(overflow){ nover++; printf("OVERFLOW rep %d V2idx %d ng %d\n",ri,j,ng); fflush(stdout); } + if(nw>maxcl) maxcl=nw; + free(hs.k); free(W); free(gk); } + if(vmax>overall) overall=vmax; + printf("rep %d lines %d orbit %d active %d surviving-pairs %lld maxclosure %lld maxrank %d\n",ri,pc(X1),osz[reps[ri]],na,ps,maxcl,vmax); fflush(stdout); + for(int a=0;a= orbit(V1)) when a==b; +// (2) V3 is NOT enumerated: for each direction h and 7-flat G, D = Off(h)\(X1 u X2 u G) must lie (minus s lines) in a c-dim flat, +// i.e. rank_F2(l(D\T)) <= c -> requirement subspace S_{h,G}. Per (V1,h) the G's are precomputed as maximal masks r1&G; +// (3) V3 = closure of sums of requirement subspaces (dim <= c); evaluated at leaves; incremental real rank stops at 8. +// usage: s3f data a b c s lim target mod rem [env NOSYM=1 disables pair symmetry; ONLY=ri,ri,..] +#include +#include +#include +typedef unsigned __int128 u128; typedef unsigned long long u64; +int LAB[112]; int PC[112][8]; int ND; int hv[20000][8]; int hv2[20000][8]; int htyp[20000]; u128 OFF[20000]; int cap[20000]; +static inline int pc(u128 x){ return __builtin_popcountll((u64)x)+__builtin_popcountll((u64)(x>>64)); } +long long gcdll(long long a,long long b){ if(a<0)a=-a; if(b<0)b=-b; while(b){ long long t=a%b; a=b; b=t;} return a; } +// exact integer real rank of direction vectors (pencils contribute two vectors); stops at 8 +int realrank(int *list0,int n0){ long long Bm[8][8]; int piv[8]; int r=0; + for(int ii=0;ii1) for(int k=0;k<8;k++) v[k]/=g; again=1; } } } + int p=-1; for(int k=0;k<8;k++) if(v[k]){p=k;break;} if(p<0) continue; + for(int k=0;k<8;k++) Bm[r][k]=v[k]; piv[r]=p; r++; if(r==8) return 8; } } + return r; } +// ---------- subspaces (dual enumeration as in s66.c) +u128 *SUB; int NS=0; +int cmp128(const void*a,const void*b){ u128 x=*(u128*)a,y=*(u128*)b; return xy; } +static inline int par(int x){ return __builtin_popcount(x)&1; } +int gens[16][112]; int NG=0; +u128 mapmask(u128 m,int g){ u128 o=0; for(int t=0;t<112;t++) if((m>>t)&1) o|=((u128)1)<=0;k--){ if(!((x>>k)&1)) continue; if(B[k]) x^=B[k]; else { B[k]=x; r++; break; } } } + for(int k=0;k<9;k++) if(B[k]) for(int j=k+1;j<9;j++) if(B[j]&&((B[j]>>k)&1)) B[j]^=B[k]; + int m=0; for(int k=8;k>=0;k--) if(B[k]) out[m++]=B[k]; return m; } +u64 packkey(int *b,int n){ u64 key=0; for(int i=0;i>=9; } for(int i=0;i c +int spankey(u128 D,int c,u64 *key){ int vs[112]; int n=0; for(int t=0;t<112;t++) if((D>>t)&1) vs[n++]=LAB[t]; int b[9]; int m=rrefv(vs,n,b); if(m>c) return 99; *key=packkey(b,m); return m; } +void membmap(int *b,int n,u64 *mem){ for(int i=0;i<8;i++) mem[i]=0; int el[64]; int ne=1; el[0]=0; for(int i=0;i>6]|=1ULL<<(el[j]&63); } +// requirement subspaces for (D, s, c): span(D) and spans after removing <= s (<=2) lines, those of dim <= c +int reqs(u128 D,int s,int c,u64 *outk,int maxo){ int no=0; u64 key; int d=spankey(D,c,&key); if(d<=c){ outk[no++]=key; if(s==0||d==0) return no; } + if(s==0) return no; + int lines[112]; int nl=0; for(int t=0;t<112;t++) if((D>>t)&1) lines[nl++]=t; + for(int i=0;i=2) for(int j=i+1;j>t)&1) lines[nl++]=t; + for(int i=0;i=2) for(int j=i+1;jcap=cap; h->n=0; h->k=calloc(cap,sizeof(u64)); } +int hs_add(HS*h,u64 key){ u64 kx=key+1; u64 x=(kx*0x9E3779B97F4A7C15ULL)>>20; int p=x%h->cap; while(h->k[p]){ if(h->k[p]==kx) return 0; p=(p+1)%h->cap; } h->k[p]=kx; h->n++; return 1; } +int cmpu64(const void*a,const void*b){ u64 x=*(u64*)a,y=*(u64*)b; return xy; } +int main(int argc,char**argv){ + const char*df=argv[1]; int adim=atoi(argv[2]), bdim=atoi(argv[3]), cdim=atoi(argv[4]), s=atoi(argv[5]), lim=atoi(argv[6]), target=atoi(argv[7]); + int mod=argc>8?atoi(argv[8]):1, rem=argc>9?atoi(argv[9]):0; int nosym=getenv("NOSYM")!=NULL; int nlo=getenv("NEWLO")?atoi(getenv("NEWLO")):-1; int pass1=getenv("PASS1")!=NULL; char*pf=getenv("PAIRS"); static char hitset[200][200000]; /*unused*/ + int only[200]; int nonly=0; if(getenv("ONLY")){ char*p=getenv("ONLY"); while(*p){ only[nonly++]=strtol(p,&p,10); if(*p==',') p++; } } + int gw[10]={0,1,2,4,8,12,20,36,64,112}; + FILE*f=fopen(df,"r"); for(int i=0;i<112;i++) fscanf(f,"%d",&LAB[i]); int z; for(int i=0;i<8;i++) fscanf(f,"%d",&z); + for(int i=0;i<112;i++) for(int k2=0;k2<8;k2++) fscanf(f,"%d",&PC[i][k2]); + int nn; fscanf(f,"%d",&nn); ND=0; + for(int i=0;inlo){ OFF[ND]=m; ND++; } } + fclose(f); + f=fopen("gens.txt","r"); while(1){ int ok=1; for(int t=0;t<112;t++) if(fscanf(f,"%d",&gens[NG][t])!=1){ok=0;break;} if(!ok) break; NG++; } fclose(f); + u128 *G7=malloc(sizeof(u128)*44000); int n7=0; + for(int w1=1;w1<512;w1++) for(int w2=w1+1;w2<512;w2++){ int w3=w1^w2; if(w3b) b=c; } cap[h]=b; } + int na_,nb_; u128 *A=enumsub(adim,&na_); int sameAB=(adim==bdim); u128 *Bs; if(sameAB){ Bs=A; nb_=na_; } else { Bs=enumsub(bdim,&nb_); } + SUB=A; NS=na_; + fprintf(stderr,"dirs %d gens %d V1 %d V2 %d\n",ND,NG,na_,nb_); + uf=malloc(sizeof(int)*NS); for(int i=0;icap[h]+thr1) continue; + int nt=0; for(int g=0;gcp) cp=c; } capr[na]=cp; act[na]=h; R1[na]=r; na++; } + fprintf(stderr,"rep %d setup done: active %d avgL %.1f\n",ri,na,na?(double)sumL/na:0.0); + for(int j=0;jcapr[a]+thr2) continue; int ok=0; u128 *L=LG[a]; for(int q=0;qthr2) continue; if(feasible(D,s,cdim)){ ok=1; break; } } + if(ok){ cand[nc]=act[a]; candi[nc]=a; R2[nc]=r; nc++; } } + npair++; if(nc==0) continue; if(pass1){ printf("HIT %d %d %d\n",ri,j,nc); continue; } + int ub=realrank(cand,nc); if(ubthr2) continue; int nk=reqs(D,s,cdim,tk,1024); for(int e=0;ecdim) continue; if(dn==wn) continue; grew=1; u64 nk=packkey(ob,dn); if(hs_add(&hs,nk)){ if(nw<(1<<21)) W[nw++]=nk; else overflow=1; } } + if(overflow) break; + if(!grew){ nleaf++; u64 mem[8]; membmap(wb,wn,mem); int list[512]; int n=0; + for(int ci=0;ci>6]>>(sb[i]&63))&1)){ inside=0; break; } if(inside) ok=1; } if(ok && n<512) list[n++]=cand[ci]; } + if(n){ int rk=realrank(list,n); hist[rk]++; if(rk>vmax) vmax=rk; if(rk>pairbest) pairbest=rk; + if(rk>=target){ printf("CRACK? target %d span %d rep %d V2idx %d X1=%016llx%016llx X2=%016llx%016llx Wkey=%llx dim %d n %d dirs:",target,rk,ri,j,(u64)(X1>>64),(u64)X1,(u64)(X2>>64),(u64)X2,wk,wn,n); for(int a2=0;a2>64),(u64)X1,(u64)(X2>>64),(u64)X2); + if(overflow){ nover++; printf("OVERFLOW rep %d V2idx %d ng %d\n",ri,j,ng); fflush(stdout); } + if(nw>maxcl) maxcl=nw; + free(hs.k); free(W); free(gk); } + if(vmax>overall) overall=vmax; + printf("rep %d lines %d orbit %d active %d surviving-pairs %lld maxclosure %lld maxrank %d\n",ri,pc(X1),osz[reps[ri]],na,ps,maxcl,vmax); fflush(stdout); + for(int a=0;a= orbit(V1)) when a==b; +// (2) V3 is NOT enumerated: for each direction h and 7-flat G, D = Off(h)\(X1 u X2 u G) must lie (minus s lines) in a c-dim flat, +// i.e. rank_F2(l(D\T)) <= c -> requirement subspace S_{h,G}. Per (V1,h) the G's are precomputed as maximal masks r1&G; +// (3) V3 = closure of sums of requirement subspaces (dim <= c); evaluated at leaves; incremental real rank stops at 8. +// usage: s3f data a b c s lim target mod rem [env NOSYM=1 disables pair symmetry; ONLY=ri,ri,..] +#include +#include +#include +typedef unsigned __int128 u128; typedef unsigned long long u64; +int LAB[112]; int PC[112][8]; int ND; int hv[20000][8]; int hv2[20000][8]; int htyp[20000]; u128 OFF[20000]; int cap[20000]; +static inline int pc(u128 x){ return __builtin_popcountll((u64)x)+__builtin_popcountll((u64)(x>>64)); } +long long gcdll(long long a,long long b){ if(a<0)a=-a; if(b<0)b=-b; while(b){ long long t=a%b; a=b; b=t;} return a; } +// exact integer real rank of direction vectors (pencils contribute two vectors); stops at 8 +int realrank(int *list0,int n0){ long long Bm[8][8]; int piv[8]; int r=0; + for(int ii=0;ii1) for(int k=0;k<8;k++) v[k]/=g; again=1; } } } + int p=-1; for(int k=0;k<8;k++) if(v[k]){p=k;break;} if(p<0) continue; + for(int k=0;k<8;k++) Bm[r][k]=v[k]; piv[r]=p; r++; if(r==8) return 8; } } + return r; } +// ---------- subspaces (dual enumeration as in s66.c) +u128 *SUB; int NS=0; +int cmp128(const void*a,const void*b){ u128 x=*(u128*)a,y=*(u128*)b; return xy; } +static inline int par(int x){ return __builtin_popcount(x)&1; } +int gens[16][112]; int NG=0; +u128 mapmask(u128 m,int g){ u128 o=0; for(int t=0;t<112;t++) if((m>>t)&1) o|=((u128)1)<=0;k--){ if(!((x>>k)&1)) continue; if(B[k]) x^=B[k]; else { B[k]=x; r++; break; } } } + for(int k=0;k<9;k++) if(B[k]) for(int j=k+1;j<9;j++) if(B[j]&&((B[j]>>k)&1)) B[j]^=B[k]; + int m=0; for(int k=8;k>=0;k--) if(B[k]) out[m++]=B[k]; return m; } +u64 packkey(int *b,int n){ u64 key=0; for(int i=0;i>=9; } for(int i=0;i c +int spankey(u128 D,int c,u64 *key){ int vs[112]; int n=0; for(int t=0;t<112;t++) if((D>>t)&1) vs[n++]=LAB[t]; int b[9]; int m=rrefv(vs,n,b); if(m>c) return 99; *key=packkey(b,m); return m; } +void membmap(int *b,int n,u64 *mem){ for(int i=0;i<8;i++) mem[i]=0; int el[64]; int ne=1; el[0]=0; for(int i=0;i>6]|=1ULL<<(el[j]&63); } +// requirement subspaces for (D, s, c): span(D) and spans after removing <= s (<=2) lines, those of dim <= c +int reqs(u128 D,int s,int c,u64 *outk,int maxo){ int no=0; u64 key; int d=spankey(D,c,&key); if(d<=c){ outk[no++]=key; if(s==0||d==0) return no; } + if(s==0) return no; + int lines[112]; int nl=0; for(int t=0;t<112;t++) if((D>>t)&1) lines[nl++]=t; + for(int i=0;i=2) for(int j=i+1;j>t)&1) lines[nl++]=t; + for(int i=0;i=2) for(int j=i+1;jcap=cap; h->n=0; h->k=calloc(cap,sizeof(u64)); } +int hs_add(HS*h,u64 key){ u64 kx=key+1; u64 x=(kx*0x9E3779B97F4A7C15ULL)>>20; int p=x%h->cap; while(h->k[p]){ if(h->k[p]==kx) return 0; p=(p+1)%h->cap; } h->k[p]=kx; h->n++; return 1; } +int cmpu64(const void*a,const void*b){ u64 x=*(u64*)a,y=*(u64*)b; return xy; } +int main(int argc,char**argv){ + const char*df=argv[1]; int adim=atoi(argv[2]), bdim=atoi(argv[3]), cdim=atoi(argv[4]), s=atoi(argv[5]), lim=atoi(argv[6]), target=atoi(argv[7]); + int mod=argc>8?atoi(argv[8]):1, rem=argc>9?atoi(argv[9]):0; int nosym=getenv("NOSYM")!=NULL; int nlo=getenv("NEWLO")?atoi(getenv("NEWLO")):-1; int pass1=getenv("PASS1")!=NULL; char*pf=getenv("PAIRS"); static char hitset[200][200000]; /*unused*/ + int only[200]; int nonly=0; if(getenv("ONLY")){ char*p=getenv("ONLY"); while(*p){ only[nonly++]=strtol(p,&p,10); if(*p==',') p++; } } + int gw[10]={0,1,2,4,8,12,20,36,64,112}; + FILE*f=fopen(df,"r"); for(int i=0;i<112;i++) fscanf(f,"%d",&LAB[i]); int z; for(int i=0;i<8;i++) fscanf(f,"%d",&z); + for(int i=0;i<112;i++) for(int k2=0;k2<8;k2++) fscanf(f,"%d",&PC[i][k2]); + int nn; fscanf(f,"%d",&nn); ND=0; + for(int i=0;inlo){ OFF[ND]=m; ND++; } } + fclose(f); + f=fopen("gens.txt","r"); while(1){ int ok=1; for(int t=0;t<112;t++) if(fscanf(f,"%d",&gens[NG][t])!=1){ok=0;break;} if(!ok) break; NG++; } fclose(f); + u128 *G7=malloc(sizeof(u128)*44000); int n7=0; + for(int w1=1;w1<512;w1++) for(int w2=w1+1;w2<512;w2++){ int w3=w1^w2; if(w3b) b=c; } cap[h]=b; } + int na_,nb_; u128 *A=enumsub(adim,&na_); int sameAB=(adim==bdim); u128 *Bs; if(sameAB){ Bs=A; nb_=na_; } else { Bs=enumsub(bdim,&nb_); } + SUB=A; NS=na_; + fprintf(stderr,"dirs %d gens %d V1 %d V2 %d\n",ND,NG,na_,nb_); + uf=malloc(sizeof(int)*NS); for(int i=0;icap[h]+thr1) continue; + int nt=0; for(int g=0;gcp) cp=c; } capr[na]=cp; act[na]=h; R1[na]=r; na++; } + fprintf(stderr,"rep %d setup done: active %d avgL %.1f\n",ri,na,na?(double)sumL/na:0.0); + for(int j=0;jcapr[a]+thr2) continue; int ok=0; u128 *L=LG[a]; for(int q=0;qthr2) continue; if(feasible(D,s,cdim)){ ok=1; break; } } + if(ok){ cand[nc]=act[a]; candi[nc]=a; R2[nc]=r; nc++; } } + npair++; if(nc==0) continue; if(pass1){ printf("HIT %d %d %d\n",ri,j,nc); continue; } + int ub=realrank(cand,nc); if(ubthr2) continue; int nk=reqs(D,s,cdim,tk,1024); for(int e=0;ecdim) continue; if(dn==wn) continue; grew=1; u64 nk=packkey(ob,dn); if(hs_add(&hs,nk)){ if(nw<(1<<21)) W[nw++]=nk; else overflow=1; } } + if(overflow) break; + if(!grew){ nleaf++; u64 mem[8]; membmap(wb,wn,mem); int list[512]; int n=0; + for(int ci=0;ci>6]>>(sb[i]&63))&1)){ inside=0; break; } if(inside) ok=1; } if(ok && n<512) list[n++]=cand[ci]; } + if(n){ int rk=realrank(list,n); hist[rk]++; if(rk>vmax) vmax=rk; if(rk>pairbest) pairbest=rk; + if(rk>=target){ printf("CRACK? target %d span %d rep %d V2idx %d X1=%016llx%016llx X2=%016llx%016llx Wkey=%llx dim %d n %d dirs:",target,rk,ri,j,(u64)(X1>>64),(u64)X1,(u64)(X2>>64),(u64)X2,wk,wn,n); for(int a2=0;a2>64),(u64)X1,(u64)(X2>>64),(u64)X2); + if(overflow){ nover++; printf("OVERFLOW rep %d V2idx %d ng %d\n",ri,j,ng); fflush(stdout); } + if(nw>maxcl) maxcl=nw; + free(hs.k); free(W); free(gk); } + if(vmax>overall) overall=vmax; + printf("rep %d lines %d orbit %d active %d surviving-pairs %lld maxclosure %lld maxrank %d\n",ri,pc(X1),osz[reps[ri]],na,ps,maxcl,vmax); fflush(stdout); + for(int a=0;a= orbit(V1)) when a==b; +// (2) V3 is NOT enumerated: for each direction h and 7-flat G, D = Off(h)\(X1 u X2 u G) must lie (minus s lines) in a c-dim flat, +// i.e. rank_F2(l(D\T)) <= c -> requirement subspace S_{h,G}. Per (V1,h) the G's are precomputed as maximal masks r1&G; +// (3) V3 = closure of sums of requirement subspaces (dim <= c); evaluated at leaves; incremental real rank stops at 8. +// usage: s3f data a b c s lim target mod rem [env NOSYM=1 disables pair symmetry; ONLY=ri,ri,..] +#include +#include +#include +typedef unsigned __int128 u128; typedef unsigned long long u64; +int LAB[112]; int PC[112][8]; int ND; int hv[20000][8]; int hv2[20000][8]; int htyp[20000]; u128 OFF[20000]; int cap[20000]; +static inline int pc(u128 x){ return __builtin_popcountll((u64)x)+__builtin_popcountll((u64)(x>>64)); } +long long gcdll(long long a,long long b){ if(a<0)a=-a; if(b<0)b=-b; while(b){ long long t=a%b; a=b; b=t;} return a; } +// exact integer real rank of direction vectors (pencils contribute two vectors); stops at 8 +int realrank(int *list0,int n0){ long long Bm[8][8]; int piv[8]; int r=0; + for(int ii=0;ii1) for(int k=0;k<8;k++) v[k]/=g; again=1; } } } + int p=-1; for(int k=0;k<8;k++) if(v[k]){p=k;break;} if(p<0) continue; + for(int k=0;k<8;k++) Bm[r][k]=v[k]; piv[r]=p; r++; if(r==8) return 8; } } + return r; } +// ---------- subspaces (dual enumeration as in s66.c) +u128 *SUB; int NS=0; +int cmp128(const void*a,const void*b){ u128 x=*(u128*)a,y=*(u128*)b; return xy; } +static inline int par(int x){ return __builtin_popcount(x)&1; } +int gens[16][112]; int NG=0; +u128 mapmask(u128 m,int g){ u128 o=0; for(int t=0;t<112;t++) if((m>>t)&1) o|=((u128)1)<=0;k--){ if(!((x>>k)&1)) continue; if(B[k]) x^=B[k]; else { B[k]=x; r++; break; } } } + for(int k=0;k<9;k++) if(B[k]) for(int j=k+1;j<9;j++) if(B[j]&&((B[j]>>k)&1)) B[j]^=B[k]; + int m=0; for(int k=8;k>=0;k--) if(B[k]) out[m++]=B[k]; return m; } +u64 packkey(int *b,int n){ u64 key=0; for(int i=0;i>=9; } for(int i=0;i c +int spankey(u128 D,int c,u64 *key){ int vs[112]; int n=0; for(int t=0;t<112;t++) if((D>>t)&1) vs[n++]=LAB[t]; int b[9]; int m=rrefv(vs,n,b); if(m>c) return 99; *key=packkey(b,m); return m; } +void membmap(int *b,int n,u64 *mem){ for(int i=0;i<8;i++) mem[i]=0; int el[64]; int ne=1; el[0]=0; for(int i=0;i>6]|=1ULL<<(el[j]&63); } +// requirement subspaces for (D, s, c): span(D) and spans after removing <= s (<=2) lines, those of dim <= c +int reqs(u128 D,int s,int c,u64 *outk,int maxo){ int no=0; u64 key; int d=spankey(D,c,&key); if(d<=c){ outk[no++]=key; if(s==0||d==0) return no; } + if(s==0) return no; + int lines[112]; int nl=0; for(int t=0;t<112;t++) if((D>>t)&1) lines[nl++]=t; + for(int i=0;i=2) for(int j=i+1;j>t)&1) lines[nl++]=t; + for(int i=0;i=2) for(int j=i+1;jcap=cap; h->n=0; h->k=calloc(cap,sizeof(u64)); } +int hs_add(HS*h,u64 key){ u64 kx=key+1; u64 x=(kx*0x9E3779B97F4A7C15ULL)>>20; int p=x%h->cap; while(h->k[p]){ if(h->k[p]==kx) return 0; p=(p+1)%h->cap; } h->k[p]=kx; h->n++; return 1; } +int cmpu64(const void*a,const void*b){ u64 x=*(u64*)a,y=*(u64*)b; return xy; } +int main(int argc,char**argv){ + const char*df=argv[1]; int adim=atoi(argv[2]), bdim=atoi(argv[3]), cdim=atoi(argv[4]), s=atoi(argv[5]), lim=atoi(argv[6]), target=atoi(argv[7]); + int mod=argc>8?atoi(argv[8]):1, rem=argc>9?atoi(argv[9]):0; int nosym=getenv("NOSYM")!=NULL; int nlo=getenv("NEWLO")?atoi(getenv("NEWLO")):-1; int pass1=getenv("PASS1")!=NULL; char*pf=getenv("PAIRS"); static char hitset[200][200000]; /*unused*/ + int only[200]; int nonly=0; if(getenv("ONLY")){ char*p=getenv("ONLY"); while(*p){ only[nonly++]=strtol(p,&p,10); if(*p==',') p++; } } + int gw[10]={0,1,2,4,8,12,20,36,64,112}; + FILE*f=fopen(df,"r"); for(int i=0;i<112;i++) fscanf(f,"%d",&LAB[i]); int z; for(int i=0;i<8;i++) fscanf(f,"%d",&z); + for(int i=0;i<112;i++) for(int k2=0;k2<8;k2++) fscanf(f,"%d",&PC[i][k2]); + int nn; fscanf(f,"%d",&nn); ND=0; + for(int i=0;inlo){ OFF[ND]=m; ND++; } } + fclose(f); + f=fopen("gens.txt","r"); while(1){ int ok=1; for(int t=0;t<112;t++) if(fscanf(f,"%d",&gens[NG][t])!=1){ok=0;break;} if(!ok) break; NG++; } fclose(f); + u128 *G7=malloc(sizeof(u128)*44000); int n7=0; + for(int w1=1;w1<512;w1++) for(int w2=w1+1;w2<512;w2++){ int w3=w1^w2; if(w3b) b=c; } cap[h]=b; } + int na_,nb_; u128 *A=enumsub(adim,&na_); int sameAB=(adim==bdim); u128 *Bs; if(sameAB){ Bs=A; nb_=na_; } else { Bs=enumsub(bdim,&nb_); } + SUB=A; NS=na_; + fprintf(stderr,"dirs %d gens %d V1 %d V2 %d\n",ND,NG,na_,nb_); + uf=malloc(sizeof(int)*NS); for(int i=0;icap[h]+thr1) continue; + int nt=0; for(int g=0;gcp) cp=c; } capr[na]=cp; act[na]=h; R1[na]=r; na++; } + fprintf(stderr,"rep %d setup done: active %d avgL %.1f\n",ri,na,na?(double)sumL/na:0.0); + for(int j=0;j1 && j%jmod!=jrem) continue; if(oid && oid[j]capr[a]+thr2) continue; int ok=0; u128 *L=LG[a]; for(int q=0;qthr2) continue; if(feasible(D,s,cdim)){ ok=1; break; } } + if(ok){ cand[nc]=act[a]; candi[nc]=a; R2[nc]=r; nc++; } } + npair++; if(nc==0) continue; if(pass1){ printf("HIT %d %d %d\n",ri,j,nc); continue; } + int ub=realrank(cand,nc); if(ubthr2) continue; int nk=reqs(D,s,cdim,tk,1024); for(int e=0;ecdim) continue; if(dn==wn) continue; grew=1; u64 nk=packkey(ob,dn); if(hs_add(&hs,nk)){ if(nw<(1<<21)) W[nw++]=nk; else overflow=1; } } + if(overflow) break; + if(!grew){ nleaf++; u64 mem[8]; membmap(wb,wn,mem); int list[512]; int n=0; + for(int ci=0;ci>6]>>(sb[i]&63))&1)){ inside=0; break; } if(inside) ok=1; } if(ok && n<512) list[n++]=cand[ci]; } + if(n){ int rk=realrank(list,n); hist[rk]++; if(rk>vmax) vmax=rk; if(rk>pairbest) pairbest=rk; + if(rk>=target){ printf("CRACK? target %d span %d rep %d V2idx %d X1=%016llx%016llx X2=%016llx%016llx Wkey=%llx dim %d n %d dirs:",target,rk,ri,j,(u64)(X1>>64),(u64)X1,(u64)(X2>>64),(u64)X2,wk,wn,n); for(int a2=0;a2>64),(u64)X1,(u64)(X2>>64),(u64)X2); + if(overflow){ nover++; printf("OVERFLOW rep %d V2idx %d ng %d\n",ri,j,ng); fflush(stdout); } + if(nw>maxcl) maxcl=nw; + free(hs.k); free(W); free(gk); } + if(vmax>overall) overall=vmax; + printf("rep %d lines %d orbit %d active %d surviving-pairs %lld maxclosure %lld maxrank %d\n",ri,pc(X1),osz[reps[ri]],na,ps,maxcl,vmax); fflush(stdout); + for(int a=0;a= orbit(V1)) when a==b; +// (2) V3 is NOT enumerated: for each direction h and 7-flat G, D = Off(h)\(X1 u X2 u G) must lie (minus s lines) in a c-dim flat, +// i.e. rank_F2(l(D\T)) <= c -> requirement subspace S_{h,G}. Per (V1,h) the G's are precomputed as maximal masks r1&G; +// (3) V3 = closure of sums of requirement subspaces (dim <= c); evaluated at leaves; incremental real rank stops at 8. +// usage: s3f data a b c s lim target mod rem [env NOSYM=1 disables pair symmetry; ONLY=ri,ri,..] +#include +#include +#include +int FREES=0; typedef unsigned __int128 u128; typedef unsigned long long u64; +int LAB[112]; int PC[112][8]; int ND; int hv[20000][8]; int hv2[20000][8]; int htyp[20000]; u128 OFF[20000]; int cap[20000]; +static inline int pc(u128 x){ return __builtin_popcountll((u64)x)+__builtin_popcountll((u64)(x>>64)); } +long long gcdll(long long a,long long b){ if(a<0)a=-a; if(b<0)b=-b; while(b){ long long t=a%b; a=b; b=t;} return a; } +// exact integer real rank of direction vectors (pencils contribute two vectors); stops at 8 +int realrank(int *list0,int n0){ long long Bm[8][8]; int piv[8]; int r=0; + for(int ii=0;ii1) for(int k=0;k<8;k++) v[k]/=g; again=1; } } } + int p=-1; for(int k=0;k<8;k++) if(v[k]){p=k;break;} if(p<0) continue; + for(int k=0;k<8;k++) Bm[r][k]=v[k]; piv[r]=p; r++; if(r==8) return 8; } } + return r; } +// ---------- subspaces (dual enumeration as in s66.c) +u128 *SUB; int NS=0; +int cmp128(const void*a,const void*b){ u128 x=*(u128*)a,y=*(u128*)b; return xy; } +static inline int par(int x){ return __builtin_popcount(x)&1; } +int gens[16][112]; int NG=0; +u128 mapmask(u128 m,int g){ u128 o=0; for(int t=0;t<112;t++) if((m>>t)&1) o|=((u128)1)<=0;k--){ if(!((x>>k)&1)) continue; if(B[k]) x^=B[k]; else { B[k]=x; r++; break; } } } + for(int k=0;k<9;k++) if(B[k]) for(int j=k+1;j<9;j++) if(B[j]&&((B[j]>>k)&1)) B[j]^=B[k]; + int m=0; for(int k=8;k>=0;k--) if(B[k]) out[m++]=B[k]; return m; } +u64 packkey(int *b,int n){ u64 key=0; for(int i=0;i>=9; } for(int i=0;i c +int spankey(u128 D,int c,u64 *key){ int vs[112]; int n=0; for(int t=0;t<112;t++) if((D>>t)&1) vs[n++]=LAB[t]; int b[9]; int m=rrefv(vs,n,b); if(m>c) return 99; *key=packkey(b,m); return m; } +void membmap(int *b,int n,u64 *mem){ for(int i=0;i<8;i++) mem[i]=0; int el[64]; int ne=1; el[0]=0; for(int i=0;i>6]|=1ULL<<(el[j]&63); } +// requirement subspaces for (D, s, c): span(D) and spans after removing <= s (<=2) lines, those of dim <= c +int reqs(u128 D,int s,int c,u64 *outk,int maxo){ int no=0; u64 key; int d=spankey(D,c,&key); if(d<=c){ outk[no++]=key; if(s==0||d==0) return no; } + if(s==0) return no; + int lines[112]; int nl=0; for(int t=0;t<112;t++) if((D>>t)&1) lines[nl++]=t; + for(int i=0;i=2) for(int j=i+1;j>t)&1) lines[nl++]=t; + for(int i=0;i=2) for(int j=i+1;j>lead)&1) x^=b[i]; } return x==0; } +int cmpss(const void*a,const void*b){ u64 x=((SS*)a)->key,y=((SS*)b)->key; return xy; } +#define MAXFL 60000 +static SS FL[MAXFL]; +// returns number of flats (incl. empty) spanned by subsets of labels, dim<=c; -1 on overflow +int enum_flats(int*lab,int nl,int c){ int nf=1; FL[0].n=0; FL[0].key=0; int ls=0,le_=1; + for(int k=0;k=MAXFL) return -1; SS*o=&FL[nf]; o->n=rrefv(vs,FL[i].n+1,o->b); o->key=packkey(o->b,o->n); nf++; } + qsort(FL+start,nf-start,sizeof(SS),cmpss); int u=start; for(int i=start;i>t)&1) vs[nv++]=LAB[t]; + int bb[9]; int rk=rrefv(vs,nv,bb); if(rk>c+d) return no0; + // distinct labels + for(int i=0;id) continue; if(stopfirst) return 1; + OPT*o=&OP[no++]; o->k3=FL[f].key; o->n3=FL[f].n; memcpy(o->b3,FL[f].b,sizeof(int)*FL[f].n); o->k4=packkey(b4,m4); o->n4=m4; memcpy(o->b4,b4,sizeof(int)*m4); } + return no; } +int opts4(u128 D,int c,int d,int stopfirst){ int no=opts4c(D,c,d,stopfirst,0); if(stopfirst&&no>0) return 1; + if(FREES>=1){ int ln[112]; int nl=0; for(int t=0;t<112;t++) if((D>>t)&1) ln[nl++]=t; + for(int i=0;i0) return 1; + if(FREES>=2) for(int j=i+1;j0) return 1; } } } + // prune dominated + int *dead=calloc(no+1,sizeof(int)); + for(int i=0;iOP[i].n3||OP[j].n4>OP[i].n4) continue; if(OP[j].n3==OP[i].n3&&OP[j].n4==OP[i].n4) continue; // equal dims & subset => equal key (deduped), so strict only + int ok=1; for(int q=0;q>t)&1) vs[nv++]=LAB[t]; + int bb[9]; int rk=rrefv(vs,nv,bb); if(rk>c+d) return 0; if(FREES==0){ for(int i=0;i0; } +typedef struct { u128 *k; int cap; int n; } HS2; +void hs2_init(HS2*h,int cap){ h->cap=cap; h->n=0; h->k=calloc(cap,sizeof(u128)); } +int hs2_add(HS2*h,u128 key){ u128 kx=key+1; u64 x=((u64)kx*0x9E3779B97F4A7C15ULL ^ (u64)(kx>>64)*0xC2B2AE3D27D4EB4FULL)>>20; int p=x%h->cap; while(h->k[p]){ if(h->k[p]==kx) return 0; p=(p+1)%h->cap; } h->k[p]=kx; h->n++; return 1; } +typedef struct { u64 *k; int cap; int n; } HS; +void hs_init(HS*h,int cap){ h->cap=cap; h->n=0; h->k=calloc(cap,sizeof(u64)); } +int hs_add(HS*h,u64 key){ u64 kx=key+1; u64 x=(kx*0x9E3779B97F4A7C15ULL)>>20; int p=x%h->cap; while(h->k[p]){ if(h->k[p]==kx) return 0; p=(p+1)%h->cap; } h->k[p]=kx; h->n++; return 1; } +int cmpu64(const void*a,const void*b){ u64 x=*(u64*)a,y=*(u64*)b; return xy; } +int main(int argc,char**argv){ + const char*df=argv[1]; int adim=atoi(argv[2]), bdim=atoi(argv[3]), cdim=atoi(argv[4]), ddim=atoi(argv[5]), s=0, lim=atoi(argv[6]), target=atoi(argv[7]); + int mod=argc>8?atoi(argv[8]):1, rem=argc>9?atoi(argv[9]):0; int nosym=getenv("NOSYM")!=NULL; FREES=getenv("FREES")?atoi(getenv("FREES")):0; int nlo=getenv("NEWLO")?atoi(getenv("NEWLO")):-1; int pass1=getenv("PASS1")!=NULL; char*pf=getenv("PAIRS"); static char hitset[200][200000]; /*unused*/ + int only[200]; int nonly=0; if(getenv("ONLY")){ char*p=getenv("ONLY"); while(*p){ only[nonly++]=strtol(p,&p,10); if(*p==',') p++; } } + int gw[10]={0,1,2,4,8,12,20,36,64,112}; + FILE*f=fopen(df,"r"); for(int i=0;i<112;i++) fscanf(f,"%d",&LAB[i]); int z; for(int i=0;i<8;i++) fscanf(f,"%d",&z); + for(int i=0;i<112;i++) for(int k2=0;k2<8;k2++) fscanf(f,"%d",&PC[i][k2]); + int nn; fscanf(f,"%d",&nn); ND=0; + for(int i=0;inlo){ OFF[ND]=m; ND++; } } + fclose(f); + f=fopen("gens.txt","r"); while(1){ int ok=1; for(int t=0;t<112;t++) if(fscanf(f,"%d",&gens[NG][t])!=1){ok=0;break;} if(!ok) break; NG++; } fclose(f); + u128 *G7=malloc(sizeof(u128)*44000); int n7=0; + for(int w1=1;w1<512;w1++) for(int w2=w1+1;w2<512;w2++){ int w3=w1^w2; if(w3b) b=c; } cap[h]=b; } + int na_,nb_; u128 *A=enumsub(adim,&na_); int sameAB=(adim==bdim); u128 *Bs; if(sameAB){ Bs=A; nb_=na_; } else { Bs=enumsub(bdim,&nb_); } + SUB=A; NS=na_; + fprintf(stderr,"dirs %d gens %d V1 %d V2 %d\n",ND,NG,na_,nb_); + uf=malloc(sizeof(int)*NS); for(int i=0;icap[h]+thr1) continue; + int nt=0; for(int g=0;gcp) cp=c; } capr[na]=cp; act[na]=h; R1[na]=r; na++; } + fprintf(stderr,"rep %d setup done: active %d avgL %.1f\n",ri,na,na?(double)sumL/na:0.0); + for(int j=0;j1 && j%jmod!=jrem) continue; if(oid && oid[j]capr[a]+thr2) continue; int ok=0; u128 *L=LG[a]; for(int q=0;qthr2) continue; if(feas4(D,cdim,ddim)){ ok=1; break; } } + if(ok){ cand[nc]=act[a]; candi[nc]=a; R2[nc]=r; nc++; } } + npair++; if(nc==0) continue; if(pass1){ printf("HIT %d %d %d\n",ri,j,nc); continue; } + int ub=realrank(cand,nc); if(ubthr2) continue; int nk=opts4(D,cdim,ddim,0); for(int e=0;e>64); allS4[base+e]=(u64)tmpk[e]; } tot=base+u; free(tmpk); } } + Sstart[nc]=tot; + u128 *gk=malloc(sizeof(u128)*(tot+1)); for(int e=0;e>64),wb3); int wn4=unpackkey((u64)wk,wb4); int grew=0; + for(int e=0;e>64),sb3); int sn4=unpackkey((u64)gk[e],sb4); int vs[18]; int m=0; for(int i=0;icdim) continue; + m=0; for(int i=0;iddim) continue; if(dn3==wn3&&dn4==wn4) continue; grew=1; u128 nk=((u128)packkey(ob3,dn3)<<64)|packkey(ob4,dn4); if(hs2_add(&hs,nk)){ if(nw<(1<<21)) W[nw++]=nk; else overflow=1; } } + if(overflow) break; + if(!grew){ nleaf++; u64 mem[8],mem4[8]; membmap(wb3,wn3,mem); membmap(wb4,wn4,mem4); int list[512]; int n=0; + for(int ci=0;ci>6]>>(sb[i]&63))&1)){ inside=0; break; } if(inside){ sn=unpackkey(allS4[e],sb); for(int i=0;i>6]>>(sb[i]&63))&1)){ inside=0; break; } } if(inside) ok=1; } if(ok && n<512) list[n++]=cand[ci]; } + if(n){ int rk=realrank(list,n); hist[rk]++; if(rk>vmax) vmax=rk; if(rk>pairbest) pairbest=rk; + if(rk>=target){ printf("CRACK? target %d span %d rep %d V2idx %d X1=%016llx%016llx X2=%016llx%016llx Wkey=%llx dim %d n %d dirs:",target,rk,ri,j,(u64)(X1>>64),(u64)X1,(u64)(X2>>64),(u64)X2,(u64)(wk>>64),wn3,n); for(int a2=0;a2>64),(u64)X1,(u64)(X2>>64),(u64)X2); + if(overflow){ nover++; printf("OVERFLOW rep %d V2idx %d ng %d\n",ri,j,ng); fflush(stdout); } + if(nw>maxcl) maxcl=nw; + free(hs.k); free(W); free(gk); } + if(vmax>overall) overall=vmax; + printf("rep %d lines %d orbit %d active %d surviving-pairs %lld maxclosure %lld maxrank %d\n",ri,pc(X1),osz[reps[ri]],na,ps,maxcl,vmax); fflush(stdout); + for(int a=0;a +#include +#include +typedef unsigned __int128 u128; typedef __int128 i128; +int LAB[112]; int PC[112][8]; int ND; int hv[5000][8]; int hoff_n[5000]; u128 OFF[5000]; int cap[5000]; +int nd_use; +static inline int pc(u128 x){ return __builtin_popcountll((unsigned long long)x)+__builtin_popcountll((unsigned long long)(x>>64)); } +int f2rank_mask(u128 R){ int B[9]={0}; int r=0; for(int t=0;t<112;t++) if((R>>t)&1){ int x=LAB[t]; for(int k=8;k>=0;k--){ if(!((x>>k)&1)) continue; if(B[k]) x^=B[k]; else { B[k]=x; r++; break; } } } return r; } +// mode T: exists t in R with rank(R\t) <= 7 +int rank_minus_one_le7(u128 R){ int r=f2rank_mask(R); if(r<=7) return 1; if(r>8) return 0; for(int t=0;t<112;t++) if((R>>t)&1){ if(f2rank_mask(R&~(((u128)1)<1) for(int k=0;k<8;k++) v[k]/=g; } + int p=-1; for(int k=0;k<8;k++) if(v[k]){p=k;break;} if(p<0) continue; // also need to clear p in earlier rows? not needed for rank (echelon by distinct pivots) + // ensure pivots distinct: v reduced against all earlier pivots, so its first nonzero may still coincide with no earlier pivot? reduce until first nonzero not a pivot + int again=1; while(again){ again=0; for(int j=0;j1) for(int k=0;k<8;k++) v[k]/=g; again=1; } } } + p=-1; for(int k=0;k<8;k++) if(v[k]){p=k;break;} if(p<0) continue; + for(int k=0;k<8;k++) Bm[r][k]=v[k]; piv[r]=p; r++; if(r==8) return 8; } + return r; } +// subspaces +u128 *SUB; int NS=0; +int cmp128(const void*a,const void*b){ u128 x=*(u128*)a,y=*(u128*)b; return xy; } +int par(int x){ return __builtin_popcount(x)&1; } +int gens[16][112]; int NG=0; +u128 mapmask(u128 m,int g){ u128 o=0; for(int t=0;t<112;t++) if((m>>t)&1) o|=((u128)1)<2?atoi(argv[2]):6; // dim of V1,V2 + FILE*f=fopen("data.txt","r"); for(int i=0;i<112;i++) fscanf(f,"%d",&LAB[i]); int z; for(int i=0;i<8;i++) fscanf(f,"%d",&z); + for(int i=0;i<112;i++) for(int k=0;k<8;k++) fscanf(f,"%d",&PC[i][k]); + int nn; fscanf(f,"%d",&nn); ND=0; + for(int i=0;ib) b=c; } cap[h]=b; } + { int hist[200]={0}; for(int h=0;h=1 line: %d\n",NS); + qsort(SUB,NS,sizeof(u128),cmp128); int u=0; for(int i=0;icap[h]+slack) continue; int ok = (mode==0)? (f2rank_mask(r)<=7) : rank_minus_one_le7(r); if(ok) list[n++]=h; } + if(n>maxcnt) maxcnt=n; + if(n>=8){ int rk=realrank(list,n); if(rk>vmax) vmax=rk; if(rk==8){ nhits8++; if(nhits8<=20) printf("RANK8 rep %d j %d n %d\n",ri,j,n);} } else if(n>vmax){ int rk=realrank(list,n); if(rk>vmax) vmax=rk; } + } + if(vmax>overall) overall=vmax; + printf("rep %d lines %d orbit %d active %d maxrank %d\n",ri,pc(X1),osz[reps[ri]],na,vmax); fflush(stdout); + } + printf("OVERALL mode %d dim %d: max real rank %d, max #directions %d, rank-8 pairs %lld\n",mode,sdim,overall,maxcnt,nhits8); +} diff --git a/research/one-sided-residue-closures/provenance/src/s6x.c b/research/one-sided-residue-closures/provenance/src/s6x.c new file mode 100644 index 0000000000..62a702148a --- /dev/null +++ b/research/one-sided-residue-closures/provenance/src/s6x.c @@ -0,0 +1,101 @@ +// SIX: Lemma S66 (exact). For every 6-dim label subspace V1 (orbit reps) and V2 (all), X = Λ(V1) ∪ Λ(V2) [∪ {t} in mode T]: +// H = {directions h : rank_F2 lab(Off(h) \ X) <= 7} [mode T: some single line t removed additionally, per h (superset)]. +// Report max real rank of span H. Directions: data.txt (|Off|<=77 complete list); mode 0 uses |Off|<=76. +#include +#include +#include +typedef unsigned __int128 u128; typedef __int128 i128; +int LAB[112]; int PC[112][8]; int ND; int hv[7000][8]; int hv2[7000][8]; int htyp[7000]; int hoff_n[7000]; u128 OFF[7000]; int cap[7000]; +int nd_use; +static inline int pc(u128 x){ return __builtin_popcountll((unsigned long long)x)+__builtin_popcountll((unsigned long long)(x>>64)); } +int f2rank_mask(u128 R){ int B[9]={0}; int r=0; for(int t=0;t<112;t++) if((R>>t)&1){ int x=LAB[t]; for(int k=8;k>=0;k--){ if(!((x>>k)&1)) continue; if(B[k]) x^=B[k]; else { B[k]=x; r++; break; } } } return r; } +// mode T: exists t in R with rank(R\t) <= 7 +int rank_minus_one_le7(u128 R){ int r=f2rank_mask(R); if(r<=7) return 1; if(r>8) return 0; for(int t=0;t<112;t++) if((R>>t)&1){ if(f2rank_mask(R&~(((u128)1)<1) for(int k=0;k<8;k++) v[k]/=g; } + int p=-1; for(int k=0;k<8;k++) if(v[k]){p=k;break;} if(p<0) continue; // also need to clear p in earlier rows? not needed for rank (echelon by distinct pivots) + // ensure pivots distinct: v reduced against all earlier pivots, so its first nonzero may still coincide with no earlier pivot? reduce until first nonzero not a pivot + int again=1; while(again){ again=0; for(int j=0;j1) for(int k=0;k<8;k++) v[k]/=g; again=1; } } } + p=-1; for(int k=0;k<8;k++) if(v[k]){p=k;break;} if(p<0) continue; + for(int k=0;k<8;k++) Bm[r][k]=v[k]; piv[r]=p; r++; if(r==8) return 8; } + return r; } +// subspaces +u128 *SUB; int NS=0; +int cmp128(const void*a,const void*b){ u128 x=*(u128*)a,y=*(u128*)b; return xy; } +int par(int x){ return __builtin_popcount(x)&1; } +int gens[16][112]; int NG=0; +u128 mapmask(u128 m,int g){ u128 o=0; for(int t=0;t<112;t++) if((m>>t)&1) o|=((u128)1)<cap[h]+s) return 0; int rk=f2rank_mask(r); if(rk<=7) return 1; if(s==0) return 0; + if(rk==8){ // coordinates in a basis of span(R); hyperplanes of span = nonzero functionals on F2^8 + int B[9]={0}; int bv[8]; int nb=0; int lst[112]; int nl=0; for(int t=0;t<112;t++) if((r>>t)&1){ lst[nl++]=t; } + // build basis with coordinate tracking + int piv[9]; int coordB[9]={0}; + for(int q=0;q=0;k2--){ if(!((x>>k2)&1)) continue; if(B[k2]){ x^=B[k2]; cx^=coordB[k2]; } else { B[k2]=x; coordB[k2]=cx^(1<=0;k2--){ if(!((x>>k2)&1)) continue; x^=B[k2]; cx^=coordB[k2]; } co[q]=cx; } + for(int phi=1;phi<256;phi++){ int bad=0; for(int q=0;qs) break; } if(bad<=s) return 1; } + return 0; } + int need=c-s; if(need>=THR){ int *L=GL[h]; for(int q=0;qcap[h]) continue; if(f2rank_mask(r)<=7) list[n++]=h; } + if(n){ int rk=realrank(list,n); if(rk>best) best=rk; } } + return best; } +int main(int argc,char**argv){ + const char*df=argv[1]; int adim=atoi(argv[2]), bdim=atoi(argv[3]), s=atoi(argv[4]), lim=atoi(argv[5]); + int gw[10]={0,1,2,4,8,12,20,36,64,112}; + FILE*f=fopen(df,"r"); for(int i=0;i<112;i++) fscanf(f,"%d",&LAB[i]); int z; for(int i=0;i<8;i++) fscanf(f,"%d",&z); + for(int i=0;i<112;i++) for(int k2=0;k2<8;k2++) fscanf(f,"%d",&PC[i][k2]); + int nn; fscanf(f,"%d",&nn); ND=0; + for(int i=0;ib) b=c; } cap[h]=b; + int tot=0; for(int c=THR;c<=112;c++) tot+=cnt[c]; GL[h]=malloc(sizeof(int)*(tot+1)); GC[h]=malloc(tot+1); GLn[h]=tot; + int pos[113]; int p=0; for(int c=112;c>=THR;c--){ pos[c]=p; p+=cnt[c]; } + for(int g=0;g=THR){ GL[h][pos[c]]=g; GC[h][pos[c]]=c; pos[c]++; } } } + int na_,nb_; u128 *A=enumsub(adim,&na_); u128 *Bs=enumsub(bdim,&nb_); SUB=A; NS=na_; + fprintf(stderr,"V1 line sets %d, V2 line sets %d\n",na_,nb_); + uf=malloc(sizeof(int)*NS); for(int i=0;i6){ char*p=argv[6]; while(*p){ only[nonly++]=strtol(p,&p,10); if(*p==',') p++; } } + if(argc>7){ RT=atoi(argv[7]); int c3; V3=enumsub(3,&c3); n3=c3; fprintf(stderr,"V3 line sets %d\n",n3); } + int overall=0; int maxcnt=0; long long hist[9]={0}; + int *act=malloc(sizeof(int)*ND); u128 *R1=malloc(sizeof(u128)*ND); + for(int ri=0;rimaxcnt) maxcnt=n; + if(n){ int rk=realrank(list,n); hist[rk]++; if(rk>vmax) vmax=rk; if(rk>=RT){ int e=refine(X1,X2,list,n); if(e>refmax) refmax=e; printf("REFINE rep %d j %d relaxed %d exact-with-3flat %d\n",ri,j,rk,e); fflush(stdout); } + if(rk>=7 && hist[rk]<=10){ printf("RANK%d rep %d j %d n %d :",rk,ri,j,n); for(int q=0;qoverall) overall=vmax; + printf("rep %d lines %d orbit %d active %d maxrank %d nfull %lld\n",ri,pc(X1),osz[reps[ri]],na,vmax,nfull); fflush(stdout); + } + printf("REFINE max exact rank %d\n",refmax); + printf("OVERALL %s V1dim %d V2dim %d s %d lim %d: max real rank %d, max #directions %d; rank histogram (nonempty pairs):",df,adim,bdim,s,lim,overall,maxcnt); + for(int r=1;r<=8;r++) printf(" %d:%lld",r,hist[r]); printf("\n"); +} diff --git a/research/one-sided-residue-closures/provenance/src/validate.sh b/research/one-sided-residue-closures/provenance/src/validate.sh new file mode 100755 index 0000000000..97b05d5519 --- /dev/null +++ b/research/one-sided-residue-closures/provenance/src/validate.sh @@ -0,0 +1,18 @@ +#!/bin/bash +# Compiles s3z/s4z and reproduces one known crack and one known pass of the (6,6,4) s0 span (s4z with d=0 is the 3-flat case). +set -e; cd "$(dirname "$0")"; B=$(mktemp -d); trap 'rm -rf "$B"' EXIT +gcc -O2 -march=native -o $B/s4z s4z.c; gcc -O2 -march=native -o $B/s3z s3z.c +# crack: V1 rep 82, T=5 -> "CRACK? target 5 span 5 ... V2idx 103676" +for p in s3z s4z; do + out=$(ONLY=82 EXITCRACK=1 timeout 100 $B/$p data88.txt 6 6 4 0 88 5 1 0 2>/dev/null) + echo "$out" | grep -q "CRACK? target 5 span 5 rep 82 V2idx 103676" || { echo "FAIL crack $p"; exit 1; } + echo "ok crack $p" +done +# pass: slice 3 of 50 of rep 82 at T=6 -> no crack, max span 4 (equal for s3z and s4z) +for p in s3z s4z; do + out=$(ONLY=82 JMOD=50 JREM=3 timeout 100 $B/$p data88.txt 6 6 4 0 88 6 1 0 2>/dev/null) + echo "$out" | grep -q "CRACK?" && { echo "FAIL pass $p (crack)"; exit 1; } + echo "$out" | grep OVERALL | grep -q "max span 4 " || { echo "FAIL pass $p"; exit 1; } + echo "ok pass $p" +done +echo VALIDATE OK diff --git a/research/one-sided-residue-closures/verify.sh b/research/one-sided-residue-closures/verify.sh index d7cb5d096c..e791722259 100644 --- a/research/one-sided-residue-closures/verify.sh +++ b/research/one-sided-residue-closures/verify.sh @@ -7,7 +7,8 @@ # outputs (RECORDED) unless FULL=1, which recomputes all 17 (about 56 CPU-minutes more, three processes at a time) and also nj.py 4 # 4 covering facts F3 (a)-(f), F4, D7 plane fact [anroot.py annon.py facts_check.py d7plane.py] # 5 RRC engine, Lemma P / P', ledger recomputed from data/rows_input.csv and compared with the shipped ledger [run_rrc.py lemp_audit.py build_ledger.py check_ledger.py] -# Default runtime about 10 minutes; at most 3 busy processes; every process under timeout. A missing numpy or C compiler gives FAIL. +# 6 (FULL=1 only) provenance of data/rows_input.csv: the eight span facts rerun from source [provenance/replay_spanfacts.sh], the dominance filter and, with FULL=1, land7.py [provenance/reproduce.sh] +# Default runtime about 10 minutes; FULL=1 reruns every RECORDED covering run and the span-fact replay (see PROOF_MAP.md); at most 3 busy processes in steps 0-5 (4 in step 6); every process under timeout. A missing numpy or C compiler gives FAIL. set -uo pipefail HERE=$(cd "$(dirname "$0")" && pwd); C="$HERE/checks"; DATA="$HERE/data"; PY="${PYTHON:-python3}"; FULL="${FULL:-0}" export PYTHONDONTWRITEBYTECODE=1 OMP_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 OPENBLAS_NUM_THREADS=1 @@ -73,6 +74,14 @@ timeout 900 "$PY" -B "$C/run_rrc.py" > rrc.log 2>&1; expect rrc '^Counter' "RRC timeout 900 "$PY" -B "$C/lemp_audit.py" > lemp.log 2>&1; expect lemp 'Lemma P kills \(all 603 rows\): 375' "Lemma P at T-level kills 375 of the 603 rows"; expect lemp 'reproduced: 74 / 74' "all 74 original class-A kills reproduced" timeout 900 "$PY" -B "$C/build_ledger.py" > ledger.log 2>&1 run ledger 600 "$PY" -B "$C/check_ledger.py" +if [ "$FULL" = 1 ]; then + echo "== 6. provenance of rows_input.csv: span facts rerun from source, dominance filter, land7.py" + PROV="$HERE/provenance"; mkdir -p "$OUT/replay_logs" + LOGDIR="${REPLAY_LOGDIR:-$OUT/replay_logs}" PYTHON="$PY" JOBS=4 timeout 7200 bash "$PROV/replay_spanfacts.sh" > replay.log 2>&1; grep -E '^(PASS|FAIL|CPU|REPLAY)' replay.log | sed 's/^/ /' + if grep -q '^REPLAY PASS' replay.log && ! grep -q '^FAIL' replay.log; then note "PASS ran replay_spanfacts.sh (all eight span facts rerun from source, equal to the shipped logs)"; else note "FAIL replay_spanfacts.sh"; tail -3 replay.log; fi + FULL=1 PYTHON="$PY" timeout 3600 bash "$PROV/reproduce.sh" > reproduce.log 2>&1; grep -E '^(PASS|FAIL)' reproduce.log | sed 's/^/ /' + if ! grep -q '^FAIL' reproduce.log && [ "$(grep -c '^PASS' reproduce.log)" -ge 2 ]; then note "PASS ran reproduce.sh (land7.py rerun identical, dominance filter gives rows_input.csv)"; else note "FAIL reproduce.sh"; tail -3 reproduce.log; fi +fi npass=$(grep -c '^PASS' all.out); nfail=$(grep -c '^FAIL' all.out) echo "== done in $((SECONDS - T0))s: $npass PASS, $nfail FAIL; logs in $OUT" [ "$nfail" = 0 ] && { echo "PASS: all assertions hold"; exit 0; }