From 3e57377f7a07fa49bb8e7be9657075d7ebd2027a Mon Sep 17 00:00:00 2001 From: Ross Wightman Date: Sat, 15 Oct 2022 09:33:34 -0700 Subject: [PATCH] Update README.md --- README.md | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/README.md b/README.md index 0fb37886..225a96f7 100644 --- a/README.md +++ b/README.md @@ -21,6 +21,20 @@ And a big thanks to all GitHub sponsors who helped with some of my costs before ## What's New +### Oct 15, 2022 +* Train and validation script enhancements +* Non-GPU (ie CPU) device support +* SLURM compatibility for train script +* HF datasets support (via ReaderHfds) +* TFDS/WDS dataloading improvements (sample padding/wrap for distributed use fixed wrt sample count estimate) +* in_chans !=3 support for scripts / loader +* Adan optimizer +* Can enable per-step LR scheduling via args +* Dataset 'parsers' renamed to 'readers', more descriptive of purpose +* AMP args changed, APEX via `--amp-impl apex`, bfloat16 supportedf via `--amp-dtype bfloat16` +* main branch switched to 0.7.x version, 0.6x forked for stable release of weight only adds +* master -> main branch rename + ### Oct 10, 2022 * More weights in `maxxvit` series, incl first ConvNeXt block based `coatnext` and `maxxvit` experiments: * `coatnext_nano_rw_224` - 82.0 @ 224 (G) -- (uses ConvNeXt conv block, no BatchNorm)