AI Chip Benchmarks


  1. DAWNBench:An End-to-End Deep Learning Benchmark and Competition Image Classification (ImageNet)
  2. Fathom:Reference workloads for modern deep learning methods
  3. MLPerf:A broad ML benchmark suite for measuring performance of ML software frameworks, ML hardware accelerators, and ML cloud platforms. You can find MLPerf v0.5 results here.MLPerf Inference Benchmarks is here.
  4. AI Matrix
  5. AI-Benchmark
  6. AIIABenchmark
  7. EEMBC MLMark Benchmark