examples/agp-pruning/resnet50.schedule_agp.yaml · 410a059bb1a9a2db40b3a89aaa45f08a9acf0120 · llvm / distiller

6 years ago

Resnet50 AGP: 80% element-wise sparsity with 76.0% Top1 · 6401c3af

Neta Zmora authored 6 years ago

This is an improved ResNet50 AGP schedule which generates a ResNet50 network that is 80% element-wise sparse, with statistically insignificant drop in Top1 accuracy (-0.13%).

6401c3af

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Resnet50 AGP: 80% element-wise sparsity with 76.0% Top1

Neta Zmora authored 6 years ago

This is an improved ResNet50 AGP schedule which generates a ResNet50 network that is 80% element-wise sparse, with statistically insignificant drop in Top1 accuracy (-0.13%).