rocSPARSE/scripts/rocsparse-memstat-plot.py at develop_deprecated · ROCm/rocSPARSE · GitHub

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#!/usr/bin/env python3

# ########################################################################

# 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 defcurves(out,ofilename,title,ifilename,x_label, y_label, titles):

nplots = len(titles)

out.write("reset\n")

out.write("set grid\n")

out.write("set term pdfcairo enhanced color font 'Helvetica,9'\n")

out.write("set output \"" + ofilename + "\"\n")

out.write("set termoption noenhanced\n")

out.write("set tmargin 0\n")

out.write("set bmargin 0\n")

out.write("set xlabel \"" + x_label + "\"\n")

out.write("set ylabel \"" + y_label + "\"\n")

# out.write("set logscale x\n")

out.write("set logscale y\n")

out.write("set offsets 0.25, 0.25, 0, 0\n")

out.write("set xtics rotate by -45\n")

out.write("set size ratio 0.35\n")

out.write("set style fill noborder\n")

out.write("set title '" + title +"'\n")

out.write("plot '"+ifilename+"' using 1:2 with lines title '"+ titles[0] +"'")

out.write(", '' "+" using 1:3 with lines title '"+titles[1]+"'")

out.write(", '' "+" using 1:4 with lines title '"+titles[2]+"'")

# out.write("plot '"+ifilename+"' using 1:"+str(2)+" with lines title '"+ titles[0] +"'")

# out.write(", '' "+" using 1:" + str(3) + " with lines title '"+titles[1]+"'")

# for i in range(len(titles)):

# if (i>0):

# out.write(",\\\n '' "+" using 1:" + str(i+1) + " with linespoints title '"+titles[i]+"'")

# else:

# out.write("plot '"+ifilename+" using 1:"+str(2)+" with linespoints title '"+ titles[0] +"'")

# out.write("\n")

import rocsparse_bench_gnuplot_helper

# EXPORT TO PDF WITH GNUPLOT

def export_gnuplot(obasename, legend, results, verbose = False,debug = False):

datafile = open(obasename + ".dat", "w+")

for i in range(len(results)):

tg = results[i]

datafile.write(str(float(tg["time"])/float(results[len(results)-1]["time"])) + " " +

str(float(tg["nbytes_host"])/1024/1024) + " " + str(float(tg["nbytes_device"])/1024/1024) + " " + str(float(tg["nbytes_managed"])/1024/1024) + "\n")

datafile.close();

if verbose:

print('//rocsparse-memstat-plot - write gnuplot file : \'' + obasename + '.gnuplot\'')

cmdfile = open(obasename + ".gnuplot", "w+")

# for each plot

num_curves=3

filetype="pdf"

filename_extension= "." + filetype

defcurves(cmdfile,

obasename + filename_extension,

'Memory',

obasename + ".dat",

"operations",

"Mbytes",

["host","device","managed"])

cmdfile.close();

rocsparse_bench_gnuplot_helper.call(obasename + ".gnuplot")

if verbose:

print('//rocsparse-memstat-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('-v', '--verbose', required=False, default = False, action = "store_true")

parser.add_argument('-d', '--debug', 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

if len(unknown_args) > 1:

print('expecting only one input file.')

with open(unknown_args[0],"r") as f:

case=json.load(f)

results = case['results']

legend = case['legend']

if verbose:

print('//rocsparse-memstat-plot')

print('//rocsparse-memstat-plot - file : \'' + unknown_args[0] + '\'')

export_gnuplot( obasename, legend, results, verbose,debug)

if __name__ == "__main__":

main()

rocSPARSE/scripts/rocsparse-memstat-plot.py at develop_deprecated · ROCm/rocSPARSE · GitHub

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