When using warm up, the total epoch num must be greater than warm up epoch num. Otherwise,
there will be raising warning and warm up epoch num will be set to total epoch num.

docs: update faq

fix: fix augmentation

Fix RandomErasing, RandAugment to be consistent with Timm and compatible with earlier PaddleClas.
Add ColorJitter implemented by PaddleVision and TimmAutoAugment borrowed from Timm Lib.

fix pact bug for circlemargin arcmargin cosmargin

feat: support pil resize

feat: add AdamW

support to enable mixup and cutmix at same time

Support setting warmup start lr and eta_min in Cosine.
Fix bug that Linear can not decay to end_lr when setting warmup.

Add PP-LCNet codes and configs

fix Alexnet lr bug

Update MobileNetV3_large_x1_0_quantization.yaml

Support PIL resizse with PIL interpolation to train transformer.
Almost all vision transformer models need using PIL.Image.BICUBIC
as interpolation in resize.

dbg theseus

fixed seed for whole_chain

add seed

support for binary index build and search

update slim for whole_chain