Changelog

v1.3

New Features

Vision Transformer backbone, see config in configs/Market1501/bagtricks_vit.yml
Self-Distillation with EMA update
Gradient Clip

Improvements

Faster dataloader with pre-fetch thread and cuda stream
Optimize DDP training speed by removing find_unused_parameters in DDP

v1.2 (06/04/2021)

New Features

Multiple machine training support
RepVGG backbone
Partial FC

Improvements

Torch2trt pipeline
Decouple linear transforms and softmax
config decorator

v1.1 (29/01/2021)

New Features

NAIC20(reid track) 1-st solution
Multi-teacher Knowledge Distillation
TRT network definition APIs in FastRT

Bug Fixes

Improvements