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Network Pruning On Imagenet Resnet 50 90

评估指标

Top-1 Accuracy

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
Feather76.93Feather: An Elegant Solution to Effective DNN Sparsification
Spartan76.17Spartan: Differentiable Sparsity via Regularized Transportation
ST-376.03Are Straight-Through gradients and Soft-Thresholding all you need for Sparse Training?
AC/DC75.64AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks
CS75.5Winning the Lottery with Continuous Sparsification
ProbMask74.68Effective Sparsification of Neural Networks with Global Sparsity Constraint
STR74.31Soft Threshold Weight Reparameterization for Learnable Sparsity
DNW74Discovering Neural Wirings
GMP73.91Soft Threshold Weight Reparameterization for Learnable Sparsity
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Network Pruning On Imagenet Resnet 50 90 | SOTA | HyperAI超神经