History

whcao 5a86288f1f [Fix]Fix metafile (#335 ) * add mytrain.py for test * test before layers * test attr in layers * test classifier * delete mytrain.py * add mobilenet_v3.yml * fix ymal * rename model_zoo.yml to model-index.yml * replace imagenet with imagenet-1k		2021-07-01 20:50:42 +08:00
..
README.md	[Docs] Change tag into comment (#226 )	2021-04-28 17:08:57 +08:00
metafile.yml	[Fix]Fix metafile (#335 )	2021-07-01 20:50:42 +08:00
resnet50_b32x8_fp16_dynamic_imagenet.py	[Feature] Support fp16 training (#178 )	2021-03-17 15:53:55 +08:00
resnet50_b32x8_fp16_imagenet.py	[Feature] Support fp16 training (#178 )	2021-03-17 15:53:55 +08:00

README.md

Mixed Precision Training

Introduction

@article{micikevicius2017mixed,
  title={Mixed precision training},
  author={Micikevicius, Paulius and Narang, Sharan and Alben, Jonah and Diamos, Gregory and Elsen, Erich and Garcia, David and Ginsburg, Boris and Houston, Michael and Kuchaiev, Oleksii and Venkatesh, Ganesh and others},
  journal={arXiv preprint arXiv:1710.03740},
  year={2017}
}

Results and models

Model	Params(M)	Flops(G)	Mem (GB)	Top-1 (%)	Top-5 (%)	Config	Download
ResNet-50	25.56	4.12	1.9	76.32	93.04	config	model \| log