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
6 years ago
Ross Wightman
f2029dfb65
Add smooth loss
6 years ago
Ross Wightman
b0158a593e
Fix distributed train script
6 years ago
Ross Wightman
183d8e4aef
Xception model working
6 years ago
Ross Wightman
1e23727f2f
Update inference script for new loader style
6 years ago
Ross Wightman
58571e992e
Change block avgpool in senets to mean for performance issues with NVIDIA and AMP especially
6 years ago
Ross Wightman
5180f94c7e
Distributed (multi-process) train, multi-gpu single process train, and NVIDIA AMP support
6 years ago
Ross Wightman
6f9a0c8ef2
Merge branch 'master' of github.com:rwightman/pytorch-models
6 years ago
Ross Wightman
5cb1a35c6b
Fixup Resnext, remove alternate shortcut types
6 years ago
Ross Wightman
d87824bd65
Merge branch 'master' of github.com:rwightman/pytorch-models
6 years ago
Ross Wightman
45cde6f0c7
Improve creation of data pipeline with prefetch enabled vs disabled, fixup inception_res_v2 and dpn models
6 years ago
Ross Wightman
321435e6b4
Update resnext init
6 years ago
Ross Wightman
2295cf56c2
Add some Nvidia performance enhancements (prefetch loader, fast collate), and refactor some of training and model fact/transforms
6 years ago
Ross Wightman
9d927a389a
Add adabound, random erasing
6 years ago
Ross Wightman
1577c52976
Resnext added, changes to bring it and seresnet in line with rest of models
6 years ago
Ross Wightman
e0cfeb7d8e
Add some models, remove a model, tweak some models
6 years ago
Ross Wightman
31055466fc
Fixup validate/inference script args, fix senet init for better test accuracy
6 years ago
Ross Wightman
b1a5a71151
Update schedulers
6 years ago
Ross Wightman
b5255960d9
Tweaking tanh scheduler, senet weight init (for BN), transform defaults
6 years ago
Ross Wightman
48360625f2
Cycle limit on tanh sched
6 years ago
Ross Wightman
824f42e75e
Forgot to include Tanh scheduler
6 years ago
Ross Wightman
a336e5bff3
Minor updates
6 years ago
Ross Wightman
cf0c280e1b
Cleanup tranforms, add custom schedulers, tweak senet34 model
6 years ago
Ross Wightman
c57717d325
Fix tta train bug, improve logging
6 years ago
Ross Wightman
72b4d162a2
Increase training performance
6 years ago
Ross Wightman
5855b07ae0
Initial commit, puting some ol pieces together
6 years ago