Ross Wightman
232ab7fb12
Working on an implementation of AugMix with JensenShannonDivergence loss that's compatible with my AutoAugment and RandAugment impl
5 years ago
Ross Wightman
0161de0127
Switch RandoErasing back to on GPU normal sampling
5 years ago
Ross Wightman
31453b039e
Update Auto/RandAugment comments, README, more.
...
* Add a weighted choice option for RandAugment
* Adjust magnitude noise/std naming, config
5 years ago
Ross Wightman
4243f076f1
Adding RandAugment to AutoAugment impl, some tweaks to AA included
5 years ago
Ross Wightman
4002c0d4ce
Fix AutoAugment abs translate calc
5 years ago
Ross Wightman
c06274e5a2
Add note on random selection of magnitude value
5 years ago
Ross Wightman
b750b76f67
More AutoAugment work. Ready to roll...
5 years ago
Ross Wightman
25d2088d9e
Working on auto-augment
5 years ago
Ross Wightman
f37e633e9b
Merge remote-tracking branch 'origin/re-exp' into opt
5 years ago
Ross Wightman
daeaa113e2
Add initial sotabench attempt. Split create_transform out of create_loader. Update requirements.txt
5 years ago
Ross Wightman
66634d2200
Add support to split random erasing blocks into randomly selected number with --recount arg. Fix random selection of aspect ratios.
5 years ago
Ross Wightman
6946281fde
Experimenting with random erasing changes
5 years ago
Ross Wightman
dfa9298b4e
Add MixNet ( https://arxiv.org/abs/1907.09595 ) with pretrained weights converted from Tensorflow impl
...
* refactor 'same' convolution and add helper to use MixedConv2d when needed
* improve performance of 'same' padding for cases that can be handled statically
* add support for extra exp, pw, and dw kernel specs with grouping support to decoder/string defs for MixNet
* shuffle some args for a bit more consistency, a little less clutter overall in gen_efficientnet.py
5 years ago
Ross Wightman
7a92caa560
Add basic image folder style dataset to read directly out of tar files, example in validate.py
5 years ago
Ross Wightman
6cdf35e670
Add explicit half/fp16 support to loader and validation script
5 years ago
Ross Wightman
65a634626f
Switch random erasing to doing normal_() on CPU to avoid instability, remove a debug print
5 years ago
Ross Wightman
c6b32cbe73
A number of tweaks to arguments, epoch handling, config
...
* reorganize train args
* allow resolve_data_config to be used with dict args, not just arparse
* stop incrementing epoch before save, more consistent naming vs csv, etc
* update resume and start epoch handling to match above
* stop auto-incrementing epoch in scheduler
5 years ago
Ross Wightman
6fc886acaf
Remove all prints, change most to logging calls, tweak alignment of batch logs, improve setup.py
5 years ago
Ross Wightman
aa4354f466
Big re-org, working towards making pip/module as 'timm'
5 years ago