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Ran 31 Aug 2025 07:24PM UTC

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Committed 31 Aug 2025 07:17PM UTC coverage: 77.094% (-1.3%) from 78.373%

Job # #173.1

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push

Committed by

crutcher

Commit Message

feat: enhance ResNet API and resnet_tiny example with DropBlock and stochastic depth support

- Added new API methods to ResNet for setting DropBlock options and stochastic depth configurations (`with_standard_drop_block_prob`, `with_stochastic_depth_drop_path_rate`).
- Introduced `DropBlockOptions` support across `ResidualBlock`, `LayerBlock`, and ResNet layers.
- Updated `resnet_tiny` example to use ResNet-101 and new API methods for configurable DropBlock probability and drop path rate.
- Replaced `AdamW` optimizer with `SGD` and added gradient clipping and weight decay configurations for better training control.
- Modified default training settings: reduced batch size to 32, adjusted learning rate, and increased epochs to 100.

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