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fast-reid/CHANGELOG.md
Xingyu Liao 1dce15efad
faster dataloader with pre-fetch and cuda stream (#456) 
Summary: add a background thread to create a generator with pre-fetch, and create a new cuda stream to copy tensor from cpu to gpu in parallel.

Reviewed by: l1aoxingyu
2021-04-12 15:03:35 +08:00

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Changelog

v1.3

Improvements

  • Faster dataloader with pre-fetch thread and cuda stream

v1.2 (06/04/2021)

New Features

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