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Diffstat (limited to 'scripts/benchmark/benchmark_all.py')
-rw-r--r-- | scripts/benchmark/benchmark_all.py | 44 |
1 files changed, 44 insertions, 0 deletions
diff --git a/scripts/benchmark/benchmark_all.py b/scripts/benchmark/benchmark_all.py new file mode 100644 index 00000000..42cda1d7 --- /dev/null +++ b/scripts/benchmark/benchmark_all.py @@ -0,0 +1,44 @@ +#!/usr/bin/env python + +# This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This file follows the +# PEP8 Python style guide and uses a max-width of 120 characters per line. +# +# Author(s): +# Cedric Nugteren <www.cedricnugteren.nl> + +import argparse +import os +import sys + +from benchmark import benchmark_single + + +BENCHMARKS = ["axpy", "gemv", "gemm", "summary"] + + +def parse_arguments(argv): + parser = argparse.ArgumentParser(description="Runs all (main) benchmarks in one go for a given device") + parser.add_argument("-p", "--platform", required=True, type=int, help="The ID of the OpenCL platform to test on") + parser.add_argument("-d", "--device", required=True, type=int, help="The ID of the OpenCL device to test on") + parser.add_argument("-x", "--precision", type=int, default=32, help="The precision to test for (choose from 16, 32, 64, 3232, 6464") + parser.add_argument("-l", "--load_from_disk", action="store_true", help="Increase verbosity of the script") + parser.add_argument("-t", "--plot_title", default=None, help="The title for the plots, defaults to benchmark name") + parser.add_argument("-o", "--output_folder", default=os.getcwd(), help="Sets the folder for output plots (defaults to current folder)") + parser.add_argument("-v", "--verbose", action="store_true", help="Increase verbosity of the script") + cl_args = parser.parse_args(argv) + return vars(cl_args) + + +def benchmark_all(platform, device, precision, load_from_disk, + plot_title, output_folder, verbose): + for bench in BENCHMARKS: + from_disk = load_from_disk + for tight_plot in [True, False]: # two plots for a single benchmark + benchmark_single(bench, platform, device, None, precision, from_disk, + plot_title, tight_plot, output_folder, verbose) + from_disk = True # for the next plot of the same data + + +if __name__ == '__main__': + parsed_arguments = parse_arguments(sys.argv[1:]) + benchmark_all(**parsed_arguments) |