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Network Pruning On Imagenet Resnet 50 90

Metrics

Top-1 Accuracy

Results

Performance results of various models on this benchmark

Model Name
Top-1 Accuracy
Paper TitleRepository
Feather76.93Feather: An Elegant Solution to Effective DNN Sparsification
AC/DC75.64AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks
GMP73.91Soft Threshold Weight Reparameterization for Learnable Sparsity
CS75.5Winning the Lottery with Continuous Sparsification
ST-376.03Are Straight-Through gradients and Soft-Thresholding all you need for Sparse Training?
ProbMask74.68Effective Sparsification of Neural Networks with Global Sparsity Constraint
STR74.31Soft Threshold Weight Reparameterization for Learnable Sparsity
DNW74Discovering Neural Wirings
Spartan76.17Spartan: Differentiable Sparsity via Regularized Transportation
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