The most broadly accepted suite of seven standard tests for AI systems released its newest rankings Wednesday, and GPU-maker Nvidia swept all the categories for commercially-available systems with its new A100 GPU-based computers, breaking 16 records. It was, however, the only entrant in some of them.
The rankings are by MLPerf, a consortium with membership from both AI powerhouses like Facebook, Tencent, and Google and startups like Cerebras, Mythic, and Sambanova. MLPerf’s tests measure the time it takes a computer to train a particular set of neural networks to an agreed upon accuracy. Since the previous round of results, released in July 2019, the fastest systems improved by an average of 2.7x, according to MLPerf.