ulyssesrr/miopen-benchmark

benchmarking miopen

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.