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Apr, 2023
TorchBench:使用高API覆盖率对PyTorch进行基准测试
TorchBench: Benchmarking PyTorch with High API Surface Coverage
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Yueming Hao, Xu Zhao, Bin Bao, David Berard, Will Constable...
TL;DR
我们提出了TorchBench,一个用于研究PyTorch软件栈性能的基准套件,能够全面表征PyTorch软件栈的性能,引导跨模型、PyTorch框架和GPU库的性能优化。
Abstract
deep learning
(DL) has been a revolutionary technique in various domains. To facilitate the model development and deployment, many
deep learning
frameworks are proposed, among which
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