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https://github.com/ROCm/composable_kernel.git
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Add switch between compilers, make 9110 compiler default, add full QA scripts. (#322)
* adding scripts for full perf test suite * uncomment the sql queries * fix typo and chmod a+x for scripts * dos2unix for all new scripts * disable verification in full performance test * fix reduction scripts, add gfrouped_gemm hotfix * fix the grouped_gemm hotfix and only run reduction for fp16 * change compiler flag syntax * fix syntax * add predefinition of dockerArgs * avoid redefinitions of dockerArgs * add blank space at the end of dockerArgs * try to build with release compiler * adding spaces inside if condition * limit the number of threads for building 9110 compiler * change the way HIP_CLANG_PATH is set * remove the export command * change the conditional ENV syntax * set HIP_CLANG_PATH at docker run time * update scripts for full qa * enable the sql write query * fix typo * remove a comment from a script
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@@ -10,17 +10,27 @@ pip3 install sqlalchemy pymysql pandas sshtunnel
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# post your new test results to the database and compare them to the baseline
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# please contact Illia.Silin@amd.com for more details
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#
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# run the script as "./run_performance_tests.sh <tag for your test environment>
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#get the test environment type:
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export env_type=$1
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echo 'Environment type ' $env_type
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function print_log_header(){
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rm -f $1;
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git status | grep -e 'On branch' > $1;
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echo -n 'Node name: ' >>$1; hostname >> $1;
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#get GPU_arch and number of compute units from rocminfo
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echo -n "GPU_arch: " >> $1; rocminfo | grep "Name:" | grep "gfx" >> $1;
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rocminfo | grep "Compute Unit:" >> $1;
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hipcc --version | grep -e 'HIP version' >> $1;
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echo 'Environment type: ' $2 >>$1;
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/opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> $1;
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}
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#run gemm tests
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export gemm_log="perf_gemm.log"
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rm -f $gemm_log
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git status | grep -e 'On branch' > ${gemm_log}
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echo -n 'Node name: ' >>${gemm_log}; hostname >> ${gemm_log}
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#get GPU_arch and number of compute units from rocminfo
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echo -n "GPU_arch: " >> ${gemm_log}; rocminfo | grep "Name:" | grep "gfx" >> ${gemm_log}
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rocminfo | grep "Compute Unit:" >> ${gemm_log}
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hipcc --version | grep -e 'HIP version' >> ${gemm_log}
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/opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> ${gemm_log}
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./profile_gemm.sh gemm 0 0 0 1 0 5 | tee -a ${gemm_log}
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print_log_header $gemm_log $env_type
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./profile_gemm.sh gemm 0 0 0 1 0 5 | tee -a $gemm_log
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./profile_gemm.sh gemm 1 0 0 1 0 5 | tee -a $gemm_log
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./profile_gemm.sh gemm 2 0 0 1 0 5 | tee -a $gemm_log
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./profile_gemm.sh gemm 3 0 0 1 0 5 | tee -a $gemm_log
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@@ -36,22 +46,14 @@ hipcc --version | grep -e 'HIP version' >> ${gemm_log}
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./profile_gemm.sh gemm 1 3 0 1 0 5 | tee -a $gemm_log
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./profile_gemm.sh gemm 2 3 0 1 0 5 | tee -a $gemm_log
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./profile_gemm.sh gemm 3 3 0 1 0 5 | tee -a $gemm_log
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python3 parse_perf_data.py ${gemm_log}
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python3 process_perf_data.py $gemm_log
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#run resnet50 test
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export resnet_log="perf_resnet50.log"
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rm -f $resnet_log
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git status | grep -e 'On branch' > ${resnet_log}
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echo -n 'Node name: '>>${resnet_log}; hostname >>${resnet_log}
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#get GPU_arch and number of compute units from rocminfo
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echo -n "GPU_arch: " >> ${resnet_log}; rocminfo | grep "Name:" | grep "gfx" >> ${resnet_log}
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rocminfo | grep "Compute Unit:" >> ${resnet_log}
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hipcc --version | grep -e 'HIP version' >> ${resnet_log}
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/opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> ${resnet_log}
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#first run tests with N=256
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./profile_conv.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 256 | tee -a ${resnet_log}
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#then run with N=4
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./profile_conv.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 4 | tee -a ${resnet_log}
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#the script will put the results from N=256 and N=4 runs into separate tables
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python3 parse_perf_data.py ${resnet_log}
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export resnet256_log="perf_resnet50_N256.log"
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print_log_header $resnet256_log $env_type
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./profile_resnet50.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 256 | tee -a $resnet256_log
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python3 process_perf_data.py $resnet256_log
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export resnet4_log="perf_resnet50_N4.log"
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print_log_header $resnet4_log $env_type
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./profile_resnet50.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 4 | tee -a $resnet4_log
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python3 process_perf_data.py $resnet4_log
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