Nvidia A100 Inference Performance

Nvidia extends lead on mlperf benchmark with a100 delivering up to 237x faster ai inference than cpus enabling businesses to move ai from research to production nvidia today announced its ai computing platform has again smashed performance records in the latest round of mlperf extending its lead on the industry s only independent benchmark measuring ai performance of hardware software and.

Nvidia a100 inference performance. Nvidia dgx a100 is the universal system for all ai infrastructure from analytics to training to inference. Nvidia s a100 gpu sets new performance records in. Inference natural langugage processing. Nvidia already delivers market leading inference performance as demonstrated in an across the board sweep of mlperf inference 0 5 the first industry wide benchmark for inference.

The inference compute of the a100 at the 8 bit integer data int8 format has increased by 10x over the v100 to 624 tops via tensor core tensor cores perform matrix multiply accumulate calculations for a given data format. The company said the results show that a single nvidia dgx a100 server can achieve the same performance on ai inference as about 1 000 dual. A100 brings 20x more performance to further extend that leadership. Nvidia a100 tensor core gpus extended the performance leadership we demonstrated in the first ai inference tests held last year by mlperf an industry benchmarking consortium formed in may 2018.

It sets a new bar for compute density packing 5 petaflops of ai performance into a 6u form factor replacing legacy infrastructure silos with one platform for every ai workload. Certain statements in this press release including but not limited to statements as to. How organizations are using nvidia a100 tensor core gpus. Int8 sequence length 128.

Dgx a100 server w 1x nvidia a100 with 7 mig instances of 1g 5gb batch size 94 precision. Inference performance of nvidia a100 v100 and t4. The benefits performance and impact of nvidia gpus including nvidia a100 dgx a100 nvidia t4 tensor core gpu nvidia jetson agx xavier. Nvidia extending its lead on mlperf benchmark and enabling businesses.

Nvidia smashes performance records on ai inference nvidia extends lead on mlperf benchmark with a100 delivering up to 237x faster ai inference than cpus enabling businesses to move ai from.