#!/usr/bin/env python3 """Copyright (C) 2018-2020 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. """ # a timing script for FFTs and convolutions using OpenMP import argparse import subprocess import os import re # regexp package import sys import tempfile def runcase(workingdir, mval, nval, kval, ntrial, precision, nbatch, devicenum, logfilename, function, side, uplo, diag, transA, transB, alpha, beta, incx, incy, lda, ldb, ldc, iters, cold_iters, algo): progname = "hipblas-bench" prog = os.path.join(workingdir, progname) cmd = [] cmd.append(prog) cmd.append("-f") cmd.append(function) cmd.append("--transposeA") cmd.append(str(transA)) cmd.append("--transposeB") cmd.append(str(transB)) cmd.append("-m") cmd.append(str(mval)) cmd.append("-n") cmd.append(str(nval)) cmd.append("-k") cmd.append(str(kval)) cmd.append("--side") cmd.append(str(side)) cmd.append("--uplo") cmd.append(str(uplo)) cmd.append("--diag") cmd.append(str(diag)) cmd.append("--lda") cmd.append(str(lda)) cmd.append("--ldb") cmd.append(str(ldb)) cmd.append("--ldc") cmd.append(str(ldc)) cmd.append("--alpha") cmd.append(str(alpha)) cmd.append("--beta") cmd.append(str(beta)) cmd.append("--incx") cmd.append(str(incx)) cmd.append("--incy") cmd.append(str(incy)) cmd.append("-i") cmd.append(str(iters)) cmd.append("-j") cmd.append(str(cold_iters)) cmd.append("-r") cmd.append(precision) cmd.append("--batch_count") cmd.append(str(nbatch)) cmd.append("--algo") cmd.append(str(algo)) cmd.append("--device") cmd.append(str(devicenum)) print(" ".join(cmd)) fout = tempfile.TemporaryFile(mode="w+") for x in range(ntrial): proc = subprocess.Popen(cmd, cwd=os.path.join(workingdir,"..",".."), stdout=fout, stderr=fout, env=os.environ.copy()) proc.wait() rc = proc.returncode if rc != 0: lines = fout.readlines() logfile = open(logfilename, "a") logfile.write('\n'.join(lines)) logfile.close() print("\twell, that didn't work") print(rc) print(" ".join(cmd)) return [], [], [] us_vals = [] gf_vals = [] bw_vals = [] fout.seek(0) lines = fout.readlines() logfile = open(logfilename, "a") logfile.write('\n'.join(lines)) logfile.close() gf_string = "hipblas-Gflops" bw_string = "hipblas-GB/s" us_string = "us" for i in range(0, len(lines)): if re.search(r"\b" + re.escape(us_string) + r"\b", lines[i]) is not None: us_line = lines[i].strip().split(",") index = [idx for idx, s in enumerate(us_line) if us_string in s][0] #us_line.index() us_vals.append(float(re.split(r',\s*(?![^()]*\))', lines[i+1])[index])) if gf_string in lines[i]: gf_line = lines[i].split(",") index = gf_line.index(gf_string) gf_vals.append(float(re.split(r',\s*(?![^()]*\))', lines[i+1])[index])) if bw_string in lines[i]: bw_line = lines[i].split(",") index = bw_line.index(bw_string) bw_vals.append(float(re.split(r',\s*(?![^()]*\))', lines[i+1])[index])) fout.close() return us_vals, gf_vals, bw_vals def incrementParam(cur, max, mul, step_size, done): if cur < max: if mul == 1 and cur * step_size <= max: return cur*step_size, False elif mul != 1 and cur + step_size <= max: return cur+step_size, False return cur, done def main(): parser = argparse.ArgumentParser() parser.add_argument('-w', '--workingdir', required=False, default = '/home/marnauta/hipBLAS/build/release/clients/staging') parser.add_argument('-n', '--nmin', required=False, default = 1, type=int) parser.add_argument('-N', '--nmax', required=False, default = 1024, type=int) parser.add_argument('-k', '--kmin', required=False, default = 1, type=int) parser.add_argument('-K', '--kmax', required=False, default = 1, type=int) parser.add_argument('-m', '--mmin', required=False, default = 1, type=int) parser.add_argument('-M', '--mmax', required=False, default = 1, type=int) parser.add_argument('-a', '--ntrial', required=False, default = 1, type=int) parser.add_argument('-i', '--iters', required=False, default = 1, type=int) parser.add_argument('-j', '--cold_iters', required=False, default = 2, type=int) parser.add_argument('-o', '--outfilename', required=False, default = 'timing.dat') parser.add_argument('-p', '--precision', required=False, default = 'f32_r') parser.add_argument('-b', '--nbatch', required=False, default = 1, type=int) parser.add_argument('-r', '--radix', required=False, default = 2, type=int) parser.add_argument('-s', '--step_size', required=False, default = 10, type=int) parser.add_argument('-g', '--devicenum', required=False, default = 0, type=int) parser.add_argument('-f', '--function', required=False, default = '') parser.add_argument( '--alpha', required=False, default = 1, type=float) parser.add_argument( '--beta', required=False, default = 1, type=float) parser.add_argument( '--incx', required=False, default = 1, type=int) parser.add_argument( '--incy', required=False, default = 1, type=int) parser.add_argument( '--transA', required=False, default = 'N') parser.add_argument( '--transB', required=False, default = 'N') parser.add_argument( '--lda', required=False, default = 1, type=int) parser.add_argument( '--ldb', required=False, default = 1, type=int) parser.add_argument( '--ldc', required=False, default = 1, type=int) parser.add_argument( '--LDA', required=False, default = 1, type=int) parser.add_argument( '--LDB', required=False, default = 1, type=int) parser.add_argument( '--LDC', required=False, default = 1, type=int) parser.add_argument( '--initialization', required=False, default = '') parser.add_argument('-x', '--step_mult', required=False, default = False, action='store_true') parser.add_argument( '--side', required=False, default = 'L') parser.add_argument( '--uplo', required=False, default = 'L') parser.add_argument( '--diag', required=False, default = 'N') parser.add_argument( '--algo', required=False, default = 0, type=int) user_args = parser.parse_args() # de-namespace for backwards compatibility workingdir = user_args.workingdir nmin = user_args.nmin nmax = user_args.nmax kmin = user_args.kmin kmax = user_args.kmax mmin = user_args.mmin mmax = user_args.mmax ntrial = user_args.ntrial iters = user_args.iters cold_iters = user_args.cold_iters outfilename = user_args.outfilename precision = user_args.precision nbatch = user_args.nbatch radix = user_args.radix step_size = user_args.step_size devicenum = user_args.devicenum function = user_args.function alpha = user_args.alpha beta = user_args.beta incx = user_args.incx incy = user_args.incy precision = user_args.precision transA = user_args.transA transB = user_args.transB lda = user_args.lda ldb = user_args.ldb ldc = user_args.ldc LDA = user_args.LDA LDB = user_args.LDB LDC = user_args.LDC initialization = user_args.initialization step_mult = 1 if user_args.step_mult else 0 side = user_args.side uplo = user_args.uplo diag = user_args.diag algo = user_args.algo print("workingdir: "+ workingdir) print("outfilename: "+ outfilename) print("ntrial: " + str(ntrial)) print("nmin: "+ str(nmin) + " nmax: " + str(nmax)) print("batch-size: " + str(nbatch)) # print("data type: " + datatype) print("device number: " + str(devicenum)) progname = "hipblas-bench" prog = os.path.join(workingdir, progname) if not os.path.isfile(prog): print("**** Error: unable to find " + prog) sys.exit(1) logfilename = outfilename + ".log" print("log filename: " + logfilename) logfile = open(logfilename, "w+") metadatastring = "# " + " ".join(sys.argv) + "\n" logfile.write(metadatastring) logfile.close() outfile = open(outfilename, "w+") outfile.write(metadatastring) outfile.close() mval = mmin nval = nmin kval = kmin done = False while(not done): us, gf, bw = runcase(workingdir, mval, nval, kval, ntrial, precision, nbatch, devicenum, logfilename, function, side, uplo, diag, transA, transB, alpha, beta, incx, incy, lda, ldb, ldc, iters, cold_iters, algo) #print(seconds) with open(outfilename, 'a') as outfile: if function == 'trsm': if side == 'R': outfile.write(str(mval)) else: outfile.write(str(nval)) else: outfile.write(str(nval)) outfile.write("\t") outfile.write('{:4.0f}'.format(len(us))) for time in us: outfile.write('{:12.2f}'.format(time)) outfile.write('{:4.0f}'.format(len(gf))) for flops in gf: outfile.write('{:10.2f}'.format(flops)) outfile.write('{:4.0f}'.format(len(bw))) for bandwidth in bw: outfile.write('{:10.2f}'.format(bandwidth)) outfile.write("\n") done = True mval, done = incrementParam(mval, mmax, step_mult, step_size, done) nval, done = incrementParam(nval, nmax, step_mult, step_size, done) kval, done = incrementParam(kval, kmax, step_mult, step_size, done) lda, done = incrementParam(lda, LDA, step_mult, step_size, done) ldb, done = incrementParam(ldb, LDB, step_mult, step_size, done) ldc, done = incrementParam(ldc, LDC, step_mult, step_size, done) if __name__ == "__main__": main()