Ross Wightman
9c3859fb9c
Uniform pretrained model handling.
...
* All models have 'default_cfgs' dict
* load/resume/pretrained helpers factored out
* pretrained load operates on state_dict based on default_cfg
* test all models in validate
* schedule, optim factor factored out
* test time pool wrapper applied based on default_cfg
5 years ago
Ross Wightman
63e677d03b
Merge branch 'master' of github.com:rwightman/pytorch-models
5 years ago
Ross Wightman
0bc50e84f8
Lots of refactoring and cleanup.
...
* Move 'test time pool' to Module that can be used by any model, remove from DPN
* Remove ResNext model file and combine with ResNet
* Remove fbresnet200 as it was an old conversion and pretrained performance not worth param count
* Cleanup adaptive avgmax pooling and add back conctat variant
* Factor out checkpoint load fn
5 years ago
Ross Wightman
c0e6e5f3db
Add common model interface to pnasnet and xception, update factory
5 years ago
Ross Wightman
183d8e4aef
Xception model working
5 years ago
Ross Wightman
58571e992e
Change block avgpool in senets to mean for performance issues with NVIDIA and AMP especially
5 years ago
Ross Wightman
6f9a0c8ef2
Merge branch 'master' of github.com:rwightman/pytorch-models
5 years ago
Ross Wightman
5cb1a35c6b
Fixup Resnext, remove alternate shortcut types
5 years ago
Ross Wightman
d87824bd65
Merge branch 'master' of github.com:rwightman/pytorch-models
5 years ago
Ross Wightman
45cde6f0c7
Improve creation of data pipeline with prefetch enabled vs disabled, fixup inception_res_v2 and dpn models
5 years ago
Ross Wightman
321435e6b4
Update resnext init
5 years ago
Ross Wightman
2295cf56c2
Add some Nvidia performance enhancements (prefetch loader, fast collate), and refactor some of training and model fact/transforms
5 years ago
Ross Wightman
9d927a389a
Add adabound, random erasing
5 years ago
Ross Wightman
1577c52976
Resnext added, changes to bring it and seresnet in line with rest of models
5 years ago
Ross Wightman
e0cfeb7d8e
Add some models, remove a model, tweak some models
5 years ago
Ross Wightman
31055466fc
Fixup validate/inference script args, fix senet init for better test accuracy
5 years ago
Ross Wightman
b5255960d9
Tweaking tanh scheduler, senet weight init (for BN), transform defaults
5 years ago
Ross Wightman
cf0c280e1b
Cleanup tranforms, add custom schedulers, tweak senet34 model
5 years ago
Ross Wightman
5855b07ae0
Initial commit, puting some ol pieces together
6 years ago