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Comment on The Nvidia DGX-1 Deep Learning Supercomputer in a Boxparent

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Theoretical peak flops rate is useless for indicating performance nowadays. There are new benchmarks that take memory and network performance into account such as HPCG and HPGMG. On these benchmarks, throughput-oriented machines such as the ones Nvidia sells do not look good at all.

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