fast-reid/CHANGELOG.md

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