#!/usr/bin/env python3 # ######################################################################## # Copyright (C) 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 xml.etree.ElementTree as ET import rocalution_bench_gnuplot_helper def export_gnuplot(obasename,xargs, yargs, case_results,case_titles,verbose = False,debug = False): index_time_analyze_median = 2 index_time_analyze_low = 3 index_time_analyze_up = 4 index_time_analyze_median_ratio = 5 index_time_solve_median = 6 index_time_solve_low = 7 index_time_solve_up = 8 index_time_solve_median_ratio = 9 index_iter_median = 10 index_iter_low = 11 index_iter_up = 12 index_iter_median_ratio = 13 index_nrm_residual_median = 14 index_nrm_residual_low = 15 index_nrm_residual_up = 16 index_nrm_residual_median_ratio = 17 num_cases = len(case_results) datafile = open(obasename + ".dat", "w+") len_xargs = len(xargs) for iplot in range(len(yargs)): for case_index in range(num_cases): samples = case_results[case_index] for ixarg in range(len_xargs): isample = iplot * len_xargs + ixarg tg = samples[isample]["timing"] tg0 = case_results[0][isample]["timing"] datafile.write(os.path.basename(os.path.splitext(xargs[ixarg])[0]) + " " + # tg["median"]["time_analyze"] + " " + tg["low"]["time_analyze"] + " " + tg["up"]["time_analyze"] + " " + str(float(tg0["median"]["time_analyze"]) / float(tg["median"]["time_analyze"])) + " " + # tg["median"]["time_solve"] + " " + tg["low"]["time_solve"] + " " + tg["up"]["time_solve"] + " " + str(float(tg0["median"]["time_solve"]) / float(tg["median"]["time_solve"])) + " " + # tg["median"]["iter"] + " " + tg["low"]["iter"] + " " + tg["up"]["iter"] + " " + str(float(tg0["median"]["iter"]) / float(tg["median"]["iter"])) + " " + # tg["median"]["norm_residual"] + " " + tg["low"]["norm_residual"] + " " + tg["up"]["norm_residual"] + " " + str(float(tg0["median"]["norm_residual"]) / float(tg["median"]["norm_residual"])) + " " + # "\n") datafile.write("\n") datafile.write("\n") datafile.close(); if verbose: print('//rocalution-bench-compare - write gnuplot file : \'' + obasename + '.gnuplot\'') cmdfile = open(obasename + ".gnuplot", "w+") # for each plot num_plots=len(yargs) for iplot in range(len(yargs)): fyarg = yargs[iplot] fyarg = fyarg.replace("=","") fyarg = fyarg.replace(",","_") if num_plots==1: filename_extension= ".pdf" else: filename_extension= "."+fyarg+".pdf" # # Reminder, files is what we want to compare. # plot_index=iplot * num_cases rocalution_bench_gnuplot_helper.simple_histogram(cmdfile, obasename + "_msec_ratio"+ filename_extension, 'Time ratio', range(plot_index,plot_index + num_cases), obasename + ".dat", [-0.5,len_xargs + 0.5], "", index_time_solve_median_ratio, case_titles) rocalution_bench_gnuplot_helper.histogram(cmdfile, obasename + "_msec"+ filename_extension, 'Time', range(plot_index,plot_index + num_cases), obasename + ".dat", [-0.5,len_xargs + 0.5], "milliseconds", index_time_solve_median, index_time_solve_low, index_time_solve_up, case_titles,True) rocalution_bench_gnuplot_helper.simple_histogram(cmdfile, obasename + "_iter_ratio"+ filename_extension, 'Iteration ratio', range(plot_index,plot_index + num_cases), obasename + ".dat", [-0.5,len_xargs + 0.5], "", index_iter_median_ratio, case_titles) rocalution_bench_gnuplot_helper.histogram(cmdfile, obasename + "_iter"+ filename_extension, 'Iterations', range(plot_index,plot_index + num_cases), obasename + ".dat", [-0.5,len_xargs + 0.5], "iterations", index_iter_median, index_iter_low, index_iter_up, case_titles,False) cmdfile.close(); rocalution_bench_gnuplot_helper.call(obasename + ".gnuplot") if verbose: print('//rocalution-bench-compare CLEANING') if not debug: os.remove(obasename + '.dat') os.remove(obasename + '.gnuplot') # # # MAIN # # def main(): parser = argparse.ArgumentParser() parser.add_argument('-o', '--obasename', required=False, default = 'a') parser.add_argument('-v', '--verbose', required=False, default = False, action = "store_true") parser.add_argument('-d', '--debug', required=False, default = False, action = "store_true") user_args, case_names = parser.parse_known_args() if len(case_names) < 2: print('//rocalution-bench-compare.error number of filenames provided is < 2, (num_cases = '+str(len(case_names))+')') exit(1) verbose=user_args.verbose debug=user_args.debug obasename = user_args.obasename cases = [] num_cases = len(case_names) case_titles = [] for case_index in range(num_cases): case_titles.append(os.path.basename(os.path.splitext(case_names[case_index])[0])) for case_index in range(num_cases): with open(case_names[case_index],"r") as f: cases.append(json.load(f)) cmd = [case['cmdline'] for case in cases] xargs = [case['xargs'] for case in cases] yargs = [case['yargs'] for case in cases] case_results = [case['results'] for case in cases] num_samples = len(case_results[0]) len_xargs = len(xargs[0]) if verbose: print('//rocalution-bench-compare INPUT CASES') for case_index in range(num_cases): print('//rocalution-bench-compare - case'+str(case_index) +' : \'' + case_names[case_index] + '\'') print('//rocalution-bench-compare CHECKING') #### for case_index in range(1,num_cases): if xargs[0] != xargs[case_index]: print('xargs\'s must be equal, xargs from case \''+case_names[case_index]+'\' is not equal to xargs from case \''+case_names[0]+'\'') exit(1) if verbose: print('//rocalution-bench-compare - xargs checked.') #### for case_index in range(1,num_cases): if yargs[0] != yargs[case_index]: print('yargs\'s must be equal, yargs from case \''+case_names[case_index]+'\' is not equal to yargs from case \''+case_names[0]+'\'') exit(1) if verbose: print('//rocalution-bench-compare - yargs checked.') #### for case_index in range(1,num_cases): if num_samples != len(case_results[case_index]): print('num_samples\'s must be equal, num_samples from case \''+case_names[case_index]+'\' is not equal to num_samples from case \''+case_names[0]+'\'') exit(1) if verbose: print('//rocalution-bench-compare - num samples checked.') #### if verbose: print('//rocalution-bench-compare - write data file : \'' + obasename + '.dat\'') export_gnuplot(obasename, xargs[0], yargs[0], case_results, case_titles, verbose, debug) if __name__ == "__main__": main()