2812 enhance swish and efficientnet #2813
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Signed-off-by: Yiheng Wang <vennw@nvidia.com>
Signed-off-by: Yiheng Wang <vennw@nvidia.com>
wyli
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Aug 20, 2021
Signed-off-by: Yiheng Wang <vennw@nvidia.com>
yiheng-wang-nv
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Signed-off-by: Yiheng Wang <vennw@nvidia.com>
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Signed-off-by: Yiheng Wang <vennw@nvidia.com>
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wyli
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Aug 24, 2021
Signed-off-by: Yiheng Wang <vennw@nvidia.com>
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wyli
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Aug 25, 2021
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Thanks, there are some minor style issues reported here https://github.com/Project-MONAI/MONAI/pull/2813/checks?check_run_id=3419685439 please help fix them here or in another PR
Signed-off-by: Yiheng Wang <vennw@nvidia.com>
…into 2812-enhance-swish
Signed-off-by: Yiheng Wang <vennw@nvidia.com>
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Signed-off-by: Yiheng Wang vennw@nvidia.com
Fixes #2812 .
This PR also enhances efficientnet via:
EfficientNetBNFeaturesclass, which is used to build a backbone for segmentation and object detection tasks._load_state_dict, and remove the hard requirement ofin_channels = 3. Now, the network within_channels != 3will load weights for all layers except the first conv layer.The enhancement refers to: https://github.com/rwightman/pytorch-image-models
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./runtests.sh -f -u --net --coverage../runtests.sh --quick --unittests.make htmlcommand in thedocs/folder.