#!/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 import rocsparse_bench_gnuplot_helper # # EXPORT TO PDF WITH GNUPLOT # arg plot: "all", "gflops", "time", "bandwidth" # # def export_gnuplot(plot, obasename,xargs, yargs, results,verbose = False,debug = False,linear=False): datafile = open(obasename + ".dat", "w+") len_xargs = len(xargs) for iplot in range(len(yargs)): for ixarg in range(len_xargs): isample = iplot * len_xargs + ixarg tg = results[isample]["timing"] min_allowed_yvalue = 0.0 if not linear: min_allowed_yvalue = 1.0 time0 = max(float(tg["time"][0]), min_allowed_yvalue) time1 = max(float(tg["time"][1]), min_allowed_yvalue) time2 = max(float(tg["time"][2]), min_allowed_yvalue) flops0 = max(float(tg["flops"][0]), min_allowed_yvalue) flops1 = max(float(tg["flops"][1]), min_allowed_yvalue) flops2 = max(float(tg["flops"][2]), min_allowed_yvalue) bandwidth0 = max(float(tg["bandwidth"][0]), min_allowed_yvalue) bandwidth1 = max(float(tg["bandwidth"][1]), min_allowed_yvalue) bandwidth2 = max(float(tg["bandwidth"][2]), min_allowed_yvalue) datafile.write(os.path.basename(os.path.splitext(xargs[ixarg])[0]) + " " + str(time0) + " " + str(time1) + " " + str(time2) + " " + str(flops0) + " " + str(flops1) + " " + str(flops2) + " " + str(bandwidth0) + " " + str(bandwidth1) + " "+ str(bandwidth2) + "\n") datafile.write("\n") datafile.write("\n") datafile.close(); if verbose: print('//rocsparse-bench-plot - write gnuplot file : \'' + obasename + '.gnuplot\'') cmdfile = open(obasename + ".gnuplot", "w+") # for each plot num_curves=len(yargs) filetype="pdf" filename_extension= "." + filetype if plot == "time": rocsparse_bench_gnuplot_helper.histogram(cmdfile, obasename + filename_extension, 'Time', range(num_curves), obasename + ".dat", [-0.5,len_xargs + 0.5], "milliseconds", 2,3,4, yargs, linear) elif plot == "gflops": rocsparse_bench_gnuplot_helper.histogram(cmdfile, obasename + filename_extension, 'Performance', range(num_curves), obasename + ".dat", [-0.5,len_xargs + 0.5], "GFlops", 5,6,7, yargs, linear) elif plot == "bandwidth": rocsparse_bench_gnuplot_helper.histogram(cmdfile, obasename + filename_extension, 'Bandwidth', range(num_curves), obasename + ".dat", [-0.5,len_xargs + 0.5], "GBytes/s", 8,9,10, yargs, linear) elif plot == "all": rocsparse_bench_gnuplot_helper.histogram(cmdfile, obasename + "_msec"+ filename_extension, 'Time', range(num_curves), obasename + ".dat", [-0.5,len_xargs + 0.5], "milliseconds", 2,3,4, yargs, linear) rocsparse_bench_gnuplot_helper.histogram(cmdfile, obasename + "_gflops"+ filename_extension, 'Performance', range(num_curves), obasename + ".dat", [-0.5,len_xargs + 0.5], "GFlops", 5,6,7, yargs, linear) rocsparse_bench_gnuplot_helper.histogram(cmdfile, obasename + "_bandwidth"+ filename_extension, 'Bandwidth', range(num_curves), obasename + ".dat", [-0.5,len_xargs + 0.5], "GBytes/s", 8,9,10, yargs, linear) else: print("//rocsparse-bench-plot::error invalid plot keyword '"+plot+"', must be 'all' (default), 'time', 'gflops' or 'bandwidth' ") exit(1) cmdfile.close(); rocsparse_bench_gnuplot_helper.call(obasename + ".gnuplot") if verbose: print('//rocsparse-bench-plot CLEANING') if not debug: os.remove(obasename + '.dat') os.remove(obasename + '.gnuplot') def main(): parser = argparse.ArgumentParser() parser.add_argument('-w', '--workingdir', required=False, default = './') parser.add_argument('-o', '--obasename', required=False, default = 'a') parser.add_argument('-p', '--plot', required=False, default = 'all') parser.add_argument('-v', '--verbose', required=False, default = False, action = "store_true") parser.add_argument('-d', '--debug', required=False, default = False, action = "store_true") parser.add_argument('-l', '--linear', required=False, default = False, action = "store_true") user_args, unknown_args = parser.parse_known_args() verbose=user_args.verbose debug=user_args.debug obasename = user_args.obasename plot = user_args.plot linear = user_args.linear if len(unknown_args) > 1: print('expecting only one input file.') 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-plot') print('//rocsparse-bench-plot - file : \'' + unknown_args[0] + '\'') export_gnuplot(plot, obasename, xargs,yargs, results, verbose, debug, linear) if __name__ == "__main__": main()