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홈뉴스최신 연구 논문튜토리얼데이터셋백과사전SOTALLM 모델GPU 랭킹컨퍼런스
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HyperAI초신경

Network Pruning On Imagenet Resnet 50 90

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Top-1 Accuracy

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이 벤치마크에서 각 모델의 성능 결과

모델 이름
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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