rocSPARSE/scripts/rocsparse-bench-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

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.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()

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

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