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[test] Add Intel Advisor Roofline test #721
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Merge branch 'master' of https://github.com/jgphpc/reframe into intel…
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161
cscs-checks/tools/profiling_and_debugging/intel_advisor_roofline.py
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| import os | ||
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| import reframe as rfm | ||
| import reframe.utility.sanity as sn | ||
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| @rfm.required_version('>=2.14') | ||
| @rfm.parameterized_test(*[[repeat, toolsversion, datalayout] | ||
| for repeat in ['50000'] | ||
| for toolsversion in ['551025'] | ||
| for datalayout in ['G3_AOS_SCALAR', 'G3_SOA_SCALAR', | ||
| 'G3_AOS_VECTOR', 'G3_SOA_VECTOR', | ||
| 'G3_SOA_VECTOR_FMAS']]) | ||
| class IntelRooflineTest(rfm.RegressionTest): | ||
| '''This test checks the values reported by Intel Advisor's roofline model: | ||
| https://software.intel.com/en-us/intel-advisor-xe | ||
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| The roofline model is based on GFLOPS and Arithmetic Intensity (AI): | ||
| "Self GFLOPS" = "Self GFLOP" / "Self Elapsed Time" | ||
| "Self GB/s" = "Self Memory GB" / "Self Elapsed Time" | ||
| "Self AI" = "Self GFLOPS" / "Self GB/s" | ||
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| While a roofline analysis flag exists ('advixe-cl -collect roofline'), it | ||
| may not be used to collect data on MPI applications; in that case, the | ||
| survey and flops analysis must be collected separately: first run a survey | ||
| analysis ('advixe-cl -collect survey') and then run a tripcounts+flops | ||
| analysis ('advixe-cl -collect tripcounts -flop') using the same project | ||
| directory for both steps. | ||
| ''' | ||
| def __init__(self, repeat, toolsversion, datalayout): | ||
| super().__init__() | ||
| self.descr = 'Roofline Analysis test with Intel Advisor' | ||
| self.valid_systems = ['daint:mc', 'dom:mc'] | ||
| # Reporting MFLOPS is not available on Intel Haswell cpus, see | ||
| # https://www.intel.fr/content/dam/www/public/us/en/documents/manuals/ | ||
| # 64-ia-32-architectures-software-developer-vol-1-manual.pdf | ||
| self.valid_prog_environs = ['PrgEnv-intel'] | ||
| self.prgenv_flags = { | ||
| 'PrgEnv-intel': ['-O2', '-g', '-std=c++11'], | ||
| } | ||
| self.sourcesdir = os.path.join(self.current_system.resourcesdir, | ||
| 'roofline', 'intel_advisor') | ||
| self.build_system = 'Make' | ||
| self.prebuild_cmd = [ | ||
| 'sed -e "s-XXXX-%s-" -e "s-YYYY-%s-" %s &> %s' % | ||
| (repeat, datalayout, 'roofline_template.cpp', '_roofline.cpp') | ||
| ] | ||
| self.num_tasks = 1 | ||
| self.num_tasks_per_node = 1 | ||
| self.num_cpus_per_task = 1 | ||
| self.variables = { | ||
| 'OMP_NUM_THREADS': str(self.num_cpus_per_task), | ||
| 'CRAYPE_LINK_TYPE': 'dynamic', | ||
| } | ||
| self.pre_run = [ | ||
| # Testing with advisor/2018 Update 2 (build 551025): | ||
| # advisor/2019 is broken on dom ("Exceeded job memory limit"), | ||
| # and advisor/2019 is not installed on daint, | ||
| 'source $INTEL_PATH/../advisor_2018/advixe-vars.sh', | ||
| 'advixe-cl -help collect | head -20', | ||
| ] | ||
| self.executable = 'advixe-cl' | ||
| self.target_executable = './roof.exe' | ||
| self.roofdir = './roof.dir' | ||
| self.executable_opts = [ | ||
| '--collect survey --project-dir=%s --search-dir src:rp=. ' | ||
| '--data-limit=0 --no-auto-finalize --trace-mpi -- %s ' % | ||
| (self.roofdir, self.target_executable) | ||
| ] | ||
| self.version_rpt = 'Intel_Advisor_version.rpt' | ||
| self.roofline_ref = 'Intel_Advisor_roofline_reference.rpt' | ||
| self.roofline_rpt = 'Intel_Advisor_roofline_results.rpt' | ||
| # Reference roofline boundaries for Intel Broadwell CPU (E5-2695 v4): | ||
| L1bw = 293*1024**3 | ||
| L2bw = 79*1024**3 | ||
| L3bw = 33*1024**3 | ||
| DPfmabw = 49*1024**3 | ||
| DPaddbw = 12*1024**3 | ||
| ScalarAddbw = 3*1024**3 | ||
| self.sanity_patterns = sn.all([ | ||
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| # check the job status: | ||
| sn.assert_found('loop complete.', self.stdout), | ||
| # check the tool's version: | ||
| sn.assert_eq(sn.extractsingle( | ||
| r'I*.\(build\s(?P<toolsversion>\d+)\s*.', | ||
| self.version_rpt, 'toolsversion'), toolsversion), | ||
| # --- roofline boundaries: | ||
| # check --report=roofs (L1 bandwidth): | ||
| sn.assert_reference(sn.extractsingle( | ||
| r'^L1\sBandwidth\s\(single-threaded\)\s+(?P<L1bw>\d+)\s+' | ||
| r'memory$', self.roofline_ref, 'L1bw', int), | ||
| L1bw, -0.08, 0.08), | ||
| # check --report=roofs (L2 bandwidth): | ||
| sn.assert_reference(sn.extractsingle( | ||
| r'^L2\sBandwidth\s\(single-threaded\)\s+(?P<L2bw>\d+)\s+' | ||
| r'memory$', self.roofline_ref, 'L2bw', int), | ||
| L2bw, -0.08, 0.08), | ||
| # check --report=roofs (L3 bandwidth): | ||
| sn.assert_reference(sn.extractsingle( | ||
| r'^L3\sBandwidth\s\(single-threaded\)\s+(?P<L3bw>\d+)\s+' | ||
| r'memory$', self.roofline_ref, 'L3bw', int), | ||
| L3bw, -0.08, 0.08), | ||
| # check --report=roofs (DP FMA): | ||
| sn.assert_reference(sn.extractsingle( | ||
| r'^DP Vector FMA Peak\s\(single-threaded\)\s+' | ||
| r'(?P<DPfmabw>\d+)\s+compute$', self.roofline_ref, | ||
| 'DPfmabw', int), DPfmabw, -0.08, 0.08), | ||
| # check --report=roofs (DP Add): | ||
| sn.assert_reference(sn.extractsingle( | ||
| r'^DP Vector Add Peak\s\(single-threaded\)\s+' | ||
| r'(?P<DPaddbw>\d+)\s+compute$', self.roofline_ref, | ||
| 'DPaddbw', int), DPaddbw, -0.08, 0.08), | ||
| # check --report=roofs (Scalar Add): | ||
| sn.assert_reference(sn.extractsingle( | ||
| r'^Scalar Add Peak\s\(single-threaded\)\s+' | ||
| r'(?P<ScalarAddbw>\d+)\s+compute$', self.roofline_ref, | ||
| 'ScalarAddbw', int), ScalarAddbw, -0.08, 0.08), | ||
| # --- check Arithmetic_intensity: | ||
| sn.assert_reference(sn.extractsingle( | ||
| r'^returned\sAI\sgap\s=\s(?P<Intensity>.*)', self.roofline_rpt, | ||
| 'Intensity', float), 0.0, -0.01, 0.01), | ||
| # --- check GFLOPS: | ||
| sn.assert_reference(sn.extractsingle( | ||
| r'^returned\sGFLOPS\sgap\s=\s(?P<Flops>.*)', self.roofline_rpt, | ||
| 'Flops', float), 0.0, -0.01, 0.01), | ||
| ]) | ||
| self.maintainers = ['JG'] | ||
| self.tags = {'production'} | ||
|
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||
| def setup(self, partition, environ, **job_opts): | ||
| super().setup(partition, environ, **job_opts) | ||
| environ_name = self.current_environ.name | ||
| prgenv_flags = self.prgenv_flags[environ_name] | ||
| self.build_system.cxxflags = prgenv_flags | ||
| launcher_cmd = ' '.join(self.job.launcher.command(self.job)) | ||
| self.post_run = [ | ||
| # collecting the performance data for the roofline model is a 2 | ||
| # steps process: | ||
| '%s %s --collect tripcounts --flop --project-dir=%s ' | ||
| '--search-dir src:rp=. --data-limit=0 --no-auto-finalize ' | ||
| '--trace-mpi -- %s' % | ||
| (launcher_cmd, self.executable, self.roofdir, | ||
| self.target_executable), | ||
| # check tool's version: | ||
| 'advixe-cl -V &> %s' % self.version_rpt, | ||
| # "advixe-cl --report" looks for e000/ in the output directory; | ||
| # if not found, it will fail with: | ||
| # IOError: Survey result cannot be loaded | ||
| 'cd %s;ln -s nid* e000;cd -' % self.roofdir, | ||
| # report reference values/boundaries (roofline_ref): | ||
| 'advixe-cl --report=roofs --project-dir=%s &> %s' % | ||
| (self.roofdir, self.roofline_ref), | ||
| 'python2 API/cscs.py %s &> %s' % (self.roofdir, self.roofline_rpt), | ||
| # 'advixe-cl --format=csv' seems to be not working (empty report), | ||
| # keeping as reference for a future check: | ||
| # 'advixe-cl --show-all-columns -csv-delimiter=";"' | ||
| # ' --report=tripcounts --format=csv --project-dir=%s &> %s' | ||
| # This can be used instead (see advisor/config/report/roofs.tmpl): | ||
| # 'advixe-cl --report custom --report-template ./TEMPL/cscs.tmpl' | ||
| # ' --project-dir=%s &> %s' | ||
| ] | ||
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