/ROCm-test-rodinia

Primary LanguageRoff

ROCm-test-rodinia

Requirements

To run the experiments:

  • ROCm installed (How to install ROCm)
  • ROC-tracer sudo apt-get install roctracer-dev
  • ROC-profiler sudo apt-get install rocprofiler-dev
  • Python 3.x

To generate the visualizations:

  • Python 3.x
  • Pandas
  • Matplotlib
  • Numpy

Instructions

These commands will build the Rodinia files and run the benchmark. To modify the number of times each experiment is run, you must modify the "n_execution" parameter inside the run_benchmark_profiling.sh script.

cd ROCm-test-rodinia/rodinia_3.0/hip
make
cd ..
./run_benchmark_profiling.sh
python3 collect_stats.py

To generate the visualizations:

cd ../
python3 display_runtime_overhead.py
python3 analyze_correlation.py