CPU algorithm trains deep neural nets up to 15 times faster than top GPU trainers

CPU algorithm trains deep neural nets up to 15 times faster than top GPU trainers

Rice University computer scientists have demonstrated artificial intelligence (AI) software that runs on commodity processors and trains deep neural networks 15 times faster than platforms based on graphics processors.

99 mentions: @WholeMarsBlog@MikePFrank@nigewillson@Noriyuki_Kimura@nigewillson@hasdid@bobehayes@takuya_b
Date: 2021/04/09 03:17

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@Noriyuki_Kimura CPUアルゴリズムは、トップGPUトレーナーよりも最大15倍高速にディープニューラルネットをトレーニングします t.co/ATlymwWHMa
@MikePFrank Looks like matrix operations aren’t the most efficient way to train deep neural networks. t.co/XLNX4zC1r9
@AliveInHistory Rice University computer scientists have demonstrated artificial intelligence #AI software that runs on commodity processors and trains deep neural networks 15 times faster than platforms based on graphics processors. t.co/8pphQLkoop
@GoncaloMPeres ❝ you can leverage the power in modern CPUs and train AI models four to 15 times faster than the best specialized hardware alternative. ❞ #HPC #AI #ArtificialIntelligence #DeepLearning t.co/87GMnwN7Aa
@WholeMarsBlog CPU algorithm claims to train deep neural nets up to 15 times faster than top GPU trainers @elonmusk @karpathy t.co/bwQCGuUfk5
@takuya_b 眉唾だったけど論文チラ見した限り、たしかに(精度はほとんど下げずに)学習が速くなってるっぽい。Tesla V100 と 3rd gen Xeon(112コアと48コア)で比較。 / “CPU algorithm trains deep neural nets up to 15 times faster than top GPU trainers” t.co/V0gTL0r4dg
@nigewillson CPU algorithm trains deep neural nets up to 15 times faster than top GPU trainers t.co/PRm2MLRySd #ai #artificialintelligence #machinelearning #deeplearning #algorithm t.co/cgZkaL4yU6

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