6 Commits

Author SHA1 Message Date
Ross Wightman
b8c8550841 Data improvements. Improve train support for in_chans != 3. Add wds dataset support from bits_and_tpu branch w/ fixes and tweaks. TFDS tweaks. 2022-09-29 16:42:58 -07:00
Ross Wightman
87939e6fab Refactor device handling in scripts, distributed init to be less 'cuda' centric. More device args passed through where needed. 2022-09-23 16:08:59 -07:00
Ross Wightman
bfc0dccb0e Improve image extension handling, add methods to modify / get defaults. Fix #1335 fix #1274. 2022-07-07 14:23:20 -07:00
Ross Wightman
ba65dfe2c6 Dataset work
* support some torchvision datasets
* improvements to TFDS wrapper for subsplit handling (fix #942), shuffle seed
* add class-map support to train (fix #957)
2021-11-09 22:34:15 -08:00
Ross Wightman
5d4c3d0af3 Add enhanced ParserImageInTar that can read images from tars within tars, folders with multiple tars, etc. Additional comment cleanup. 2021-01-22 10:52:04 -08:00
Ross Wightman
855d6cc217 More dataset work including factories and a tensorflow datasets (TFDS) wrapper
* Add parser/dataset factory methods for more flexible dataset & parser creation
* Add dataset parser that wraps TFDS image classification datasets
* Tweak num_classes handling bug for 21k models
* Add initial deit models so they can be benchmarked in next csv results runs
2021-01-15 17:26:20 -08:00