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ResearchFormerly WizWand

Image Classification on CIFAR-100 (Accuracy and Efficiency)

0.07Inference GFLOPSGMP
-0.40322.79095.9859.1791Jun 23, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GMPSparsity=94.95%, Backbone=WideResNet2021.060.07—1.41
GMPSparsity=89.96%, Backbone=WideResNet2021.060.08—1.44
AC/DC-20Sparsity=94.95%, Backbone=WideResNet2021.060.08—0.47
AC/DC-14Sparsity=94.95%, Backbone=WideResNet2021.060.0878.50.41
AC/DC-7Sparsity=94.95%, Backbone=WideResNet2021.060.0877.80.33
AC/DC-20Sparsity=89.96%, Backbone=WideResNet2021.060.14—0.51
AC/DC-14Sparsity=89.96%, Backbone=WideResNet2021.060.14790.47
AC/DC-7Sparsity=89.96%, Backbone=WideResNet2021.060.1478.40.39
GMPSparsity=74.96%, Backbone=WideResNet2021.060.26—1.52
AC/DC-20Sparsity=74.96%, Backbone=WideResNet2021.060.29—0.6
AC/DC-14Sparsity=74.96%, Backbone=WideResNet2021.060.2979.50.59
AC/DC-7Sparsity=74.96%, Backbone=WideResNet2021.060.2979.70.54
GMPSparsity=49.98%, Backbone=WideResNet2021.060.46—1.64
AC/DC-7Sparsity=49.98%, Backbone=WideResNet2021.060.4979.920.73
AC/DC-20Sparsity=49.98%, Backbone=WideResNet2021.060.5—0.72
AC/DC-14Sparsity=49.98%, Backbone=WideResNet2021.060.579.990.75
DenseSparsity=0%, Backbone=WideResNet2021.0611.9—0.36