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Investigated layer structure and identified errors in backwards path - #56

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pKastner-lab merged 2 commits into
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investigate-backward-path
Aug 13, 2026
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pKastner-lab merged 2 commits into
mainfrom
investigate-backward-path

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Added local dataset directory to test functionality, added to .gitignore.
Changed typo from DropoutRate to dropoutRate.
Added dilation to pool2dparams.
Added algorithm library to layers.
Added backward function to adaptive_avg_pool1d, adaptive_avg_pool2d, batch_norm, conv2d , dropout.
added random states to dropout_layer. Might need improvement.
Modified model_format to support variable stride width and height.
Added forward_training for dropout_layer (supported only inference).
Added dropout_masks, offsets and rngstate to model_runtime.

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pKastner-lab merged commit c31c625 into main Aug 13, 2026
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pKastner-lab deleted the investigate-backward-path branch August 13, 2026 08:34
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