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Commits on Feb 15, 2023

• update results and add benchmark artifacts

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Commits on Feb 14, 2023

• Update README.md

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• add run_benchmark.sh

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• fix 9m config in cfg in simplenet models

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• fix unknow keyword error caused by drop_rate keyword being sent by timm

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• update train.py

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Commits on Feb 13, 2023

• update convert_to_onnx.py

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• update readme and include transformed_test image

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• update all models to have the latest imagenet weights

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• update basic pytorch simplenet.py

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• cleaned classification_test.py a bit!

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• update Simplenet constructors docstring and remove commented codes

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• add docstrings to methods, reorder netidxs

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• fix loading pretrained weights when network settings are sent as arguments

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Commits on Feb 12, 2023

• update avg_checkpoints.py to include existing averaged wights as well

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• avoid loading checkpoint twice, store the transformed image for later use

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• add noticed concerning imagenet pretrained weights

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• update basic imagenet model

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• update `_make_layers()` to set dropout inplace to False to prevent backward issues in pytroch

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• add new information concerning latest changes

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• update main.py to be compatible with new model implementation and pytorch version

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• update simplenet.py with new implementation

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• reorganize the repo

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Commits on Dec 31, 2022

• add initial imagenet jit model weight

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• add initial 3m jit model weights

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• add initial 1.5m jit model weights

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• add initial imagenet onnx model weights

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• add initial 3m onnx model weights

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• add initial 1.5m onnx model weights

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• add initial 3m model weights

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• add initial 1.5m model weights

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• add intial imagenet model

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• Add training script

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Commits on Dec 16, 2022

• update readme to include link to imagenet models

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• update imagenet model

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