TETRIS: TilE-matching the TRemendous Irregular Sparsity
Yu Ji, Ling Liang, Lei Deng, Youyang Zhang, Youhui Zhang, Yuan Xie
–Neural Information Processing Systems
Compressing neural networks by pruning weights with small magnitudes can significantly reduce the computation and storage cost. Although pruning makes the model smaller, it is difficult to get a practical speedup in modern computing platforms such as CPU and GPU due to the irregularity.
Neural Information Processing Systems
Nov-20-2025, 18:03:19 GMT
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