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kblas-test-batch-parallel.py
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#! /usr/bin/env python
# -*- coding: utf-8 -*-
import os, sys, getopt
import csv
import time
import commands
import threading
# create output log folder
KBLAS_HOME='.'
TEST_LOGS_PATH='kblas-test-log'
cmd = ('cd '+KBLAS_HOME+'; mkdir -p '+TEST_LOGS_PATH)
print cmd
sys.stdout.flush()
os.system(cmd)
BIN_PATH='./testing/bin/'
if (not os.path.isdir(BIN_PATH)):
print 'Unable to find executables folder! Exiting'
exit()
#detect GPU devices
NGPUS=0
# first check using environment variable
if ( "CUDA_VISIBLE_DEVICES" in os.environ ):
aux=os.environ["CUDA_VISIBLE_DEVICES"].strip(',')
if ( len(aux) > 0):
NGPUS=int( aux.count(',') ) + 1
if ( NGPUS == 0 ):
# check using system
cmd=('nvidia-smi -L | wc -l')
NGPUS = int(commands.getstatusoutput(cmd)[1])
if (NGPUS < 1):
print 'Unable to detect an NVIDIA GPU device to test on! Exiting'
exit()
print 'NGPUS: ' + str(NGPUS)
#set options
#check = ''
check = ' -c'
defaultBatchCount = 100
TEST_BATCH_SVD = 1
TEST_BATCH_QR = 1
TEST_BATCH_QR_V = 1
TEST_BATCH_GEQP = 1
TEST_BATCH_TRSM = 1
TEST_BATCH_TRMM = 1
TEST_BATCH_GEMM = 1
TEST_BATCH_SYRK = 1
TEST_BATCH_POTRF = 1
TEST_BATCH_LAUUM = 1
TEST_BATCH_TRTRI = 1
TEST_BATCH_POTRS = 1
TEST_BATCH_POTRI = 1
TEST_BATCH_POTI = 1
TEST_BATCH_POSV = 1
TEST_BATCH_ARA = 1
#--------------------------------
def task1(pVariants, pRanges, pExec, pOptions, pBatchCount, pDev, pOutfile):
print 'running: '+pExec+' ... '
os.system('echo running: '+pExec+' > '+pOutfile)
for v in pVariants:
for r in pRanges:
cmd = (pExec+' '+ r + ' ' + pOptions + ' --dev ' + str(pDev) + ' ' + v + ' --batchCount ' + str(pBatchCount))
os.system('echo >> '+pOutfile)
os.system('echo '+cmd+' >> '+pOutfile)
sys.stdout.flush()
os.system(cmd+' >> '+pOutfile)
time.sleep(1)
print pExec+' done'
#--------------------------------
def launchQueue(*taskQueue):
for t in taskQueue:
t.start()
t.join()
#--------------------------------
def parallelTaskLaunch(variants, programs, ranges, options, batchCount):
deviceQueue = [[] for _ in xrange(NGPUS)]
deviceThread = []
dev = 0
for p in programs:
pp = BIN_PATH+p
if (not os.path.isfile(pp)):
print 'Unable to find '+pp+' executable! Skipping...'
else:
logFile = TEST_LOGS_PATH+'/'+p+'.txt'
deviceQueue[dev].append( threading.Thread(target=task1, args=(variants, ranges, pp, options, batchCount, dev, logFile)) )
dev = (dev+1)%NGPUS
dev = 0
while dev < NGPUS:
q = deviceQueue[dev]
#print q
tq = threading.Thread( target=launchQueue, args=(q) )
deviceThread.append(tq)
tq.start()
dev = dev + 1
dev = 0
while dev < NGPUS:
tq = deviceThread[dev]
tq.join()
dev = dev + 1
############### BATCH_SVD
if (TEST_BATCH_SVD == 1):
variants = ['']
programs = ['test_dgesvj_batch', 'test_sgesvj_batch']
ranges = ['--range 32:512:32']
options = ''
batchCount = defaultBatchCount;
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_QR
if (TEST_BATCH_QR == 1):
variants = ['']
programs = ['test_dgeqrf_batch', 'test_sgeqrf_batch']
ranges = ['--range 32:512:32']
batchCount = defaultBatchCount;
options = ''
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_QR_V
if (TEST_BATCH_QR_V == 1):
variants = ['']
programs = ['test_dtsqrt_vbatch', 'test_stsqrt_vbatch']
ranges = ['--range 32:256:32']
batchCount = defaultBatchCount;
options = ''
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_GEQP
if (TEST_BATCH_GEQP == 1):
variants = ['']
programs = ['test_dgeqp2_batch', 'test_sgeqp2_batch']
ranges = ['--range 32:256:32']
batchCount = defaultBatchCount;
options = ''
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_ARA
if (TEST_BATCH_ARA == 1):
variants = ['']
programs = ['test_dara_batch', 'test_sara_batch']
ranges = ['--range 64:256:32']
batchCount = defaultBatchCount;
options = ''
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_GEMM
if (TEST_BATCH_GEMM == 1):
variants = ['-NN',
'-TN',
'-NT',
'-TT',
]
programs = ['test_sgemm_batch',
'test_dgemm_batch',
'test_cgemm_batch',
'test_zgemm_batch'
]
ranges = [
'--range 2:70+1',
'--range 32:256:32'
]
options = check
batchCount = defaultBatchCount;
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_TRMM
if (TEST_BATCH_TRMM == 1):
variants = ['-L -NN -DN',
'-L -TN -DN',
# '-SL -U -NN -DN',
# '-SL -U -TN -DN',
# '-SR -L -NN -DN',
# '-SR -L -TN -DN',
# '-SR -U -NN -DN',
# '-SR -U -TN -DN'
]
programs = ['test_strmm_batch',
'test_dtrmm_batch',
'test_ctrmm_batch',
'test_ztrmm_batch'
]
ranges = [
'--range 2:70+1',
'--range 32:256:32'
]
options = check
batchCount = defaultBatchCount;
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_TRSM
if (TEST_BATCH_TRSM == 1):
variants = ['-SL -L -NN -DN',
'-SL -L -TN -DN',
# '-SL -U -NN -DN',
# '-SL -U -TN -DN',
'-SR -L -NN -DN',
'-SR -L -TN -DN',
# '-SR -U -NN -DN',
# '-SR -U -TN -DN'
]
programs = ['test_strsm_batch',
'test_dtrsm_batch',
'test_ctrsm_batch',
'test_ztrsm_batch'
]
ranges = [
'--range 2:70+1',
'--range 32:256:32'
]
options = check
batchCount = defaultBatchCount;
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_SYRK
if (TEST_BATCH_SYRK == 1):
variants = ['-L -NN',
'-L -TN',
# '-U -NN',
# '-U -TN',
]
programs = ['test_ssyrk_batch',
'test_dsyrk_batch',
'test_csyrk_batch',
'test_zsyrk_batch'
]
ranges = [
'--range 2:70+1',
'--range 32:256:32'
]
options = check
batchCount = defaultBatchCount;
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_POTRF
if (TEST_BATCH_POTRF == 1):
variants = ['-L',
# '-U',
]
programs = ['test_spotrf_batch',
'test_dpotrf_batch',
'test_cpotrf_batch',
'test_zpotrf_batch'
]
ranges = [
'--range 2:70+1',
'--range 32:256:32'
]
options = check
batchCount = defaultBatchCount;
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_LAUUM
if (TEST_BATCH_LAUUM == 1):
variants = ['-L',
# '-U',
]
programs = ['test_slauum_batch',
'test_dlauum_batch',
'test_clauum_batch',
'test_zlauum_batch'
]
ranges = [
'--range 2:70+1',
'--range 32:256:32'
]
options = check
batchCount = defaultBatchCount;
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_TRTRI
if (TEST_BATCH_TRTRI == 1):
variants = ['-L -DN',
# '-L -DU',
# '-U -DN',
# '-U -DU',
]
programs = ['test_strtri_batch',
'test_dtrtri_batch',
'test_ctrtri_batch',
'test_ztrtri_batch'
]
ranges = [
'--range 2:70+1',
'--range 32:256:32'
]
options = check
batchCount = defaultBatchCount;
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_TRTRI
if (TEST_BATCH_POTRS == 1):
variants = ['-SR -L',
# '-SR -U',
# '-SL -L',
# '-SL -U',
]
programs = ['test_spotrs_batch',
'test_dpotrs_batch',
'test_cpotrs_batch',
'test_zpotrs_batch'
]
ranges = [
'--range 2:70+1',
'--range 32:256:32'
]
options = check
batchCount = defaultBatchCount;
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_POTRI
if (TEST_BATCH_POTRI == 1):
variants = ['-L',
# '-U',
]
programs = ['test_spotri_batch',
'test_dpotri_batch',
'test_cpotri_batch',
'test_zpotri_batch'
]
ranges = [
'--range 2:70+1',
'--range 32:256:32'
]
options = check
batchCount = defaultBatchCount;
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_POTI
if (TEST_BATCH_POTI == 1):
variants = ['-L',
# '-U',
]
programs = ['test_spoti_batch',
'test_dpoti_batch',
'test_cpoti_batch',
'test_zpoti_batch'
]
ranges = [
'--range 2:70+1',
'--range 32:256:32'
]
options = check
batchCount = defaultBatchCount;
parallelTaskLaunch(variants, programs, ranges, options, batchCount)
############### BATCH_POSV
if (TEST_BATCH_POSV == 1):
variants = ['-SR',
# '-SL',
]
programs = ['test_sposv_batch',
'test_dposv_batch',
'test_cposv_batch',
'test_zposv_batch'
]
ranges = [
'--range 2:70+1',
'--range 32:256:32'
]
options = check
batchCount = defaultBatchCount;
parallelTaskLaunch(variants, programs, ranges, options, batchCount)