Nvidia Hopper GPU slays predecessor in ML benchmarks
Tuesday, 13 September 2022
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Nvidia has released performance data for its forthcoming Hopper generation of GPUs, and the initial benchmarks are tremendous.
The metrics are based on MLPerf Inference v2.1, an industry-standard benchmark that analyzes the performance of inferencing tasks using a machine-learning model against new data.
Nvidia claims its Hopper-based H100 Tensor Core GPUs delivered up to 4.5x greater performance than its previous A100 Ampere GPUs. (Read more about Hopper: Nvidia unveils a new GPU architecture designed for AI data centers) It’s a remarkable jump in just one generation. For comparison, CPU benchmarks often grow 5% to 10% from one generation to the next.
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