Benchmark

Special guest David Kanter of ML Commons joins Shahin Khan and Doug Black to discuss AI performance metrics. AI is everywhere and destined to run on everything from devices to big systems. So, in addition to the well-known MLPerf benchmark for AI training, ML Commons provides a growing suite of benchmarks and data sets for other aspects of AI such as inference, storage, and safety. David is a founder, board member of ML Commons and the head of MLPerf benchmarks. David has more than 16 years of experience in semiconductors computing and machine learning. He was a founder of a microprocessor and compiler startup. He was also at Astor Data Systems and has consulted for NVIDIA, Intel, KLA, Applied Materials, Qualcomm, Microsoft, and others.