Advanced Computing in the Age of AI | Sunday, May 29, 2022

MLPerf

Nvidia Dominates MLPerf Inference, Qualcomm also Shines, Where’s Everybody Else?

MLCommons today released its latest MLPerf inferencing results, with another strong showing by Nvidia accelerators inside a diverse array of systems. Roughly four years old, MLPerf still struggles to ...Full Article

Nvidia Still Dominates Latest MLPerf Results, but Competitors Are Making Some Noise

MLCommons today released its fifth round of MLPerf training benchmark results and Nvidia GPUs again dominated the rankings, but competitors were not taking those results sitting down. One of ...Full Article

AI Modeling Reinvented: It’s Time to Shift to Better Data, Rather Than Just Building Better Models

For several years, AI model building has been centered on creating better models to further push the envelope of increased performance and broader AI capabilities in enterprise computing and ...Full Article

Nvidia GPUs Stay in Lead In Latest MLPerf Inference Results, but CPUs and Intel Gaining Ground

Nvidia again dominated the latest round of MLPerf inference benchmark (v 1.1) results when they were unveiled Sept. 23 (Thursday), sweeping the top spots in the closed data center ...Full Article

Latest MLPerf Results See Intel, Graphcore, Google Increase Their Presence Behind Nvidia

While Nvidia again dominated the latest round of MLPerf training benchmark results, the range of participants has expanded. Yes, Google’s forthcoming TPU v4 performed well, but competitors also shined. ...Full Article

DAWNBench Gives Way to MLPerf for Training, Inference

As the MLPerf benchmark emerges as an industry standard for measuring the performance of machine learning models, its creators said they will phase out the foundational DAWNBench metric. Stanford ...Full Article

AI Inference Benchmark Bake-off Puts Nvidia on Top

MLPerf.org, the young AI-benchmarking consortium, has issued the first round of results for its inference test suite. Among organizations with submissions were Nvidia, Intel, Alibaba, Supermicro, Google, Huawei, Dell ...Full Article
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