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Ross Wightman
9bcd65181b
Add exponential moving average for model weights + few other additions and cleanup
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* ModelEma class added to track an EMA set of weights for the model being trained
* EMA handling added to train, validation and clean_checkpoint scripts
* Add multi checkpoint or multi-model validation support to validate.py
* Add syncbn option (APEX) to train script for experimentation
* Cleanup interface of CheckpointSaver while adding ema functionality
5 years ago
..
__init__.py
Uniform pretrained model handling.
6 years ago
adaptive_avgmax_pool.py
Fix pooling in mnasnet, more sensible default for AMP opt level
6 years ago
conv2d_same.py
Add support for tflite mnasnet pretrained weights and included spnasnet pretrained weights of my own.
6 years ago
densenet.py
Cleanup model_factory imports, consistent __all__ for models, fixed inception_v4 weight url
6 years ago
dpn.py
Cleanup model_factory imports, consistent __all__ for models, fixed inception_v4 weight url
6 years ago
gen_efficientnet.py
Ported Tensorflow pretrained EfficientNet weights and some model cleanup
6 years ago
gluon_resnet.py
Cleanup model_factory imports, consistent __all__ for models, fixed inception_v4 weight url
6 years ago
helpers.py
Add exponential moving average for model weights + few other additions and cleanup
5 years ago
inception_resnet_v2.py
Cleanup model_factory imports, consistent __all__ for models, fixed inception_v4 weight url
6 years ago
inception_v3.py
Cleanup model_factory imports, consistent __all__ for models, fixed inception_v4 weight url
6 years ago
inception_v4.py
Cleanup model_factory imports, consistent __all__ for models, fixed inception_v4 weight url
6 years ago
median_pool.py
Initial commit, puting some ol pieces together
6 years ago
model_factory.py
Ported Tensorflow pretrained EfficientNet weights and some model cleanup
6 years ago
pnasnet.py
Cleanup model_factory imports, consistent __all__ for models, fixed inception_v4 weight url
6 years ago
resnet.py
Replace ResNet-34 default weights with a great result from my experiments.
6 years ago
senet.py
Missed a few models in the model/_all_ list for senet
6 years ago
test_time_pool.py
Add per model crop pct, interpolation defaults, tie it all together
6 years ago
xception.py
Cleanup model_factory imports, consistent __all__ for models, fixed inception_v4 weight url
6 years ago