miopen-benchmark
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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.