#!/usr/bin/env python3 # ######################################################################## # Copyright (C) 2021-2022 Advanced Micro Devices, Inc. All rights Reserved. # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in # all copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. # # ######################################################################## import argparse import subprocess import os import re # regexp package import sys import tempfile import json # # # def export_ptsdata(ibasename, obasename,xargs, yargs, results,verbose = False): len_xargs = len(xargs) for iplot in range(len(yargs)): one_only = True yarg=yargs[iplot] if yarg != "": yarg="_" + yarg yarg = yarg.replace("=","") yarg = yarg.replace(",","_") filename=obasename + yarg + ".csv" print("//rocsparse-bench-ptsdata - writing into file '" + filename + "'") datafile = open(filename, "w+") for ixarg in range(len_xargs): isample = iplot * len_xargs + ixarg tg = results[isample]["timing"] tg_raw_legend = ','.join(tg["raw_legend"].split()) tg_raw = ','.join(tg["raw_data"].split()) if len(tg_raw_legend) != 0: if verbose: print('//rocsparse-bench-ptsdata - write pts data file : \'' + obasename + '.csv\'') if one_only: one_only = False datafile.write("test_name , " + tg_raw_legend + ",time, time_low, time_high, flops, flops_low, flops_high, bandwidth, bandwidth_low, bandwidth_high\n") datafile.write(ibasename + ", " + tg_raw + ", " + tg["time"][0] + ", " + tg["time"][1] + ", " + tg["time"][2] + ", " + tg["flops"][0] + ", " + tg["flops"][1] + ", " + tg["flops"][2] + ", " + tg["bandwidth"][0] + ", " + tg["bandwidth"][1] + ", "+ tg["bandwidth"][2] + "\n") datafile.close() def main(): parser = argparse.ArgumentParser(formatter_class=argparse.RawDescriptionHelpFormatter,description="Convert a rocsparse benchmark .json file to a csv file.") parser.add_argument('-o', '--obasename', required=False, default = 'a') parser.add_argument('-v', '--verbose', required=False, default = False, action = "store_true") user_args, unknown_args = parser.parse_known_args() verbose=user_args.verbose obasename = user_args.obasename if len(unknown_args) > 1: print('expecting only one input file.') ibasename = os.path.basename(os.path.splitext(unknown_args[0])[0]) with open(unknown_args[0],"r") as f: case=json.load(f) cmd = case['cmdline'] xargs = case['xargs'] yargs = case['yargs'] results = case['results'] num_samples = len(results) len_xargs = len(xargs) if verbose: print('//rocsparse-bench-ptsdata') print('//rocsparse-bench-ptsdata - file : \'' + unknown_args[0] + '\'') export_ptsdata( ibasename, obasename, xargs,yargs, results, verbose) if __name__ == "__main__": main()