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resnet50_b32x8_fp16_dynamic_imagenet.py

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resnet50_b32x8_fp16_imagenet.py

[Feature] Support fp16 training (#178 )

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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	76.30	93.07	config	model \| log