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MIOpen Benchmarks

Benchmarks for MIOpen

  • AlexNet
  • ResNet 34, 50, 101
  • Layerwise benchmarks

Tools

  • Benchmarking class to log kernel runtime and hardware details (temp, clock) to tsv and log files
  • gputop: monitor temperature, engine clock, memory clock, fan speed
  • summarize.sql: summarize layer-wise .tsv benchmarking logs to find the most time consuming layers

Building:

make

Running all benchmarks

make benchmark

Take a look into the Makefile or .cpp sources for more details.