mirror of
https://github.com/ROCm/composable_kernel.git
synced 2026-04-19 22:39:03 +00:00
Add stderr to QA logfiles, process splitK and ONNX gemm kernels (#402)
* add processing for the onng_gemm and splitK_gemm * add profile_onnx_gemm.sh * add stderr to logfiles, add splitK and onnx gemm parsing * enable splitK gemm wresults posting to db
This commit is contained in:
Illia Silin
@@ -127,11 +127,16 @@ def parse_logfile(logfile):
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lst=line.split()
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res.append(lst[1])
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#parse all other performance tests:
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elif 'resnet50' or 'batched_gemm' or 'grouped_gemm' or 'conv_bwd_data' or 'gemm_bilinear' or 'reduction' in logfile:
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elif 'resnet50' in logfile or 'batched_gemm' in logfile or 'grouped_gemm' in logfile or 'conv_bwd_data' in logfile or 'gemm_bilinear' in logfile or 'reduction' in logfile:
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for line in open(logfile):
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if 'Best Perf' in line:
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lst=line.split()
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res.append(lst[4])
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elif 'onnx_gemm' in logfile or 'splitK_gemm' in logfile:
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for line in open(logfile):
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if 'Best Perf' in line:
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lst=line.split()
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res.append(lst[33])
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return res
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@@ -281,6 +286,14 @@ def main():
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for i in range(1,50):
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testlist.append("Layer%i"%i)
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table_name="ck_resnet50_N256_tflops"
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if 'onnx_gemm' in filename:
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for i in range(1,len(results)+1):
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testlist.append("Test%i"%i)
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table_name="ck_onnx_gemm_tflops"
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if 'splitK_gemm' in filename:
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for i in range(1,len(results)+1):
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testlist.append("Test%i"%i)
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table_name="ck_splitK_gemm_tflops"
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tflops_base = get_baseline(table_name,conn)
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store_new_test_result(table_name, results, testlist, branch_name, node_id, gpu_arch, compute_units, rocm_vers, hip_vers, environment, conn)
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@@ -2,8 +2,8 @@
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#
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# in order to run this script you'd need the following python packages:
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pip3 install --upgrade pip
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pip3 install sqlalchemy pymysql pandas sshtunnel
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#pip3 install --upgrade pip
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#pip3 install sqlalchemy pymysql pandas sshtunnel
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# you would also need to set up some environment variables in order to
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# post your new test results to the database and compare them to the baseline
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@@ -20,3 +20,5 @@ python3 process_perf_data.py perf_conv_fwd_"$gpu_arch".log
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python3 process_perf_data.py perf_conv_bwd_data_"$gpu_arch".log
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python3 process_perf_data.py perf_gemm_bilinear_"$gpu_arch".log
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python3 process_perf_data.py perf_reduction_"$gpu_arch".log
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python3 process_perf_data.py perf_splitK_gemm_"$gpu_arch".log
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python3 process_perf_data.py perf_onnx_gemm_"$gpu_arch".log
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31
script/profile_onnx_gemm.sh
Executable file
31
script/profile_onnx_gemm.sh
Executable file
@@ -0,0 +1,31 @@
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#!/bin/bash
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## GPU visibility
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export HIP_VISIBLE_DEVICES=0
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DRIVER="../build/bin/ckProfiler"
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echo $DRIVER
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OP=$1
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DATATYPE=$2
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LAYOUT=$3
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VERIFY=$4
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INIT=$5
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LOG=$6
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TIME=$7
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# GEMM kernel benchmarks used by ONNX
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######## op datatype layout verify init log time M___ N___ K___ StrideA StrideB StrideC
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 384 768 768 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 384 768 2304 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 384 768 3072 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 384 3072 768 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 384 1024 1024 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 384 1024 3072 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 384 1024 4096 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 384 4096 1024 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 24576 768 768 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 24576 768 2304 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 24576 768 3072 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 24576 3072 768 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 24576 1024 1024 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 24576 1024 3072 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 24576 1024 4096 -1 -1 -1
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$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $TIME 24576 4096 1024 -1 -1 -1
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@@ -40,99 +40,103 @@ function print_log_header(){
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#run gemm tests
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export gemm_log="perf_gemm_${gpu_arch}.log"
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print_log_header $gemm_log $env_type $branch $host_name
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./profile_gemm.sh gemm 0 0 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 1 0 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 2 0 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 3 0 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 0 1 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 1 1 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 2 1 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 3 1 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 0 2 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 1 2 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 2 2 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 3 2 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 0 3 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 1 3 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 2 3 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 3 3 $verify 1 0 1 | tee -a $gemm_log
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./profile_gemm.sh gemm 0 0 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 1 0 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 2 0 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 3 0 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 0 1 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 1 1 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 2 1 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 3 1 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 0 2 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 1 2 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 2 2 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 3 2 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 0 3 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 1 3 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 2 3 $verify 1 0 1 2>&1 | tee -a $gemm_log
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./profile_gemm.sh gemm 3 3 $verify 1 0 1 2>&1 | tee -a $gemm_log
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#run batched_gemm tests
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export batched_gemm_log="perf_batched_gemm_${gpu_arch}.log"
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print_log_header $batched_gemm_log $env_type $branch $host_name
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./profile_batched_gemm.sh batched_gemm 0 0 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 0 1 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 0 2 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 0 3 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 1 0 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 1 1 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 1 2 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 1 3 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 2 0 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 2 1 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 2 2 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 2 3 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 3 0 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 3 1 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 3 2 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 3 3 $verify 1 0 1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 0 0 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 0 1 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 0 2 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 0 3 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 1 0 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 1 1 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 1 2 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 1 3 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 2 0 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 2 1 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 2 2 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 2 3 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 3 0 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 3 1 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 3 2 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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./profile_batched_gemm.sh batched_gemm 3 3 $verify 1 0 1 2>&1 | tee -a $batched_gemm_log
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#run grouped_gemm tests
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export grouped_gemm_log="perf_grouped_gemm_${gpu_arch}.log"
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print_log_header $grouped_gemm_log $env_type $branch $host_name
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./profile_grouped_gemm.sh grouped_gemm 1 0 $verify 1 0 1 | tee -a $grouped_gemm_log
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./profile_grouped_gemm.sh grouped_gemm 1 1 $verify 1 0 1 | tee -a $grouped_gemm_log
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./profile_grouped_gemm.sh grouped_gemm 1 2 $verify 1 0 1 | tee -a $grouped_gemm_log
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./profile_grouped_gemm.sh grouped_gemm 1 3 $verify 1 0 1 | tee -a $grouped_gemm_log
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./profile_grouped_gemm.sh grouped_gemm 1 0 $verify 1 0 1 2>&1 | tee -a $grouped_gemm_log
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./profile_grouped_gemm.sh grouped_gemm 1 1 $verify 1 0 1 2>&1 | tee -a $grouped_gemm_log
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./profile_grouped_gemm.sh grouped_gemm 1 2 $verify 1 0 1 2>&1 | tee -a $grouped_gemm_log
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./profile_grouped_gemm.sh grouped_gemm 1 3 $verify 1 0 1 2>&1 | tee -a $grouped_gemm_log
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#run GEMM+Bilinear tests
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export gemm_bilinear_log="perf_gemm_bilinear_${gpu_arch}.log"
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print_log_header $gemm_bilinear_log $env_type $branch $host_name
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./profile_gemm_bilinear.sh gemm_bilinear 1 0 $verify 1 0 1 | tee -a $gemm_bilinear_log
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./profile_gemm_bilinear.sh gemm_bilinear 1 1 $verify 1 0 1 | tee -a $gemm_bilinear_log
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./profile_gemm_bilinear.sh gemm_bilinear 1 2 $verify 1 0 1 | tee -a $gemm_bilinear_log
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./profile_gemm_bilinear.sh gemm_bilinear 1 3 $verify 1 0 1 | tee -a $gemm_bilinear_log
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./profile_gemm_bilinear.sh gemm_bilinear 1 0 $verify 1 0 1 2>&1 | tee -a $gemm_bilinear_log
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./profile_gemm_bilinear.sh gemm_bilinear 1 1 $verify 1 0 1 2>&1 | tee -a $gemm_bilinear_log
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./profile_gemm_bilinear.sh gemm_bilinear 1 2 $verify 1 0 1 2>&1 | tee -a $gemm_bilinear_log
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./profile_gemm_bilinear.sh gemm_bilinear 1 3 $verify 1 0 1 2>&1 | tee -a $gemm_bilinear_log
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#run conv_fwd tests
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export conv_fwd_log="perf_conv_fwd_${gpu_arch}.log"
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print_log_header $conv_fwd_log $env_type $branch $host_name
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./profile_conv_fwd.sh conv_fwd 0 1 $verify 1 0 1 256 | tee -a $conv_fwd_log
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./profile_conv_fwd.sh conv_fwd 1 1 $verify 1 0 1 256 | tee -a $conv_fwd_log
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./profile_conv_fwd.sh conv_fwd 2 1 $verify 1 0 1 256 | tee -a $conv_fwd_log
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./profile_conv_fwd.sh conv_fwd 3 1 $verify 1 0 1 256 | tee -a $conv_fwd_log
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./profile_conv_fwd.sh conv_fwd 0 1 $verify 1 0 1 256 2>&1 | tee -a $conv_fwd_log
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./profile_conv_fwd.sh conv_fwd 1 1 $verify 1 0 1 256 2>&1 | tee -a $conv_fwd_log
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./profile_conv_fwd.sh conv_fwd 2 1 $verify 1 0 1 256 2>&1 | tee -a $conv_fwd_log
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./profile_conv_fwd.sh conv_fwd 3 1 $verify 1 0 1 256 2>&1 | tee -a $conv_fwd_log
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#run conv_bwd_data tests
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export conv_bwd_data_log="perf_conv_bwd_data_${gpu_arch}.log"
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print_log_header $conv_bwd_data_log $env_type $branch $host_name
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./profile_conv_bwd_data.sh conv_bwd_data 0 1 $verify 1 0 1 256 | tee -a $conv_bwd_data_log
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./profile_conv_bwd_data.sh conv_bwd_data 1 1 $verify 1 0 1 256 | tee -a $conv_bwd_data_log
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./profile_conv_bwd_data.sh conv_bwd_data 2 1 $verify 1 0 1 256 | tee -a $conv_bwd_data_log
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./profile_conv_bwd_data.sh conv_bwd_data 3 1 $verify 1 0 1 256 | tee -a $conv_bwd_data_log
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./profile_conv_bwd_data.sh conv_bwd_data 0 1 $verify 1 0 1 256 2>&1 | tee -a $conv_bwd_data_log
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./profile_conv_bwd_data.sh conv_bwd_data 1 1 $verify 1 0 1 256 2>&1 | tee -a $conv_bwd_data_log
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./profile_conv_bwd_data.sh conv_bwd_data 2 1 $verify 1 0 1 256 2>&1 | tee -a $conv_bwd_data_log
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./profile_conv_bwd_data.sh conv_bwd_data 3 1 $verify 1 0 1 256 2>&1 | tee -a $conv_bwd_data_log
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#run resnet50 tests
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export resnet256_log="perf_resnet50_N256_${gpu_arch}.log"
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print_log_header $resnet256_log $env_type $branch $host_name
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./profile_resnet50.sh conv_fwd_bias_relu 1 1 1 1 $verify 1 0 1 256 | tee -a $resnet256_log
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./profile_resnet50.sh conv_fwd_bias_relu 1 1 1 1 $verify 1 0 1 256 2>&1 | tee -a $resnet256_log
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export resnet4_log="perf_resnet50_N4_${gpu_arch}.log"
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print_log_header $resnet4_log $env_type $branch $host_name
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./profile_resnet50.sh conv_fwd_bias_relu 1 1 1 1 $verify 1 0 1 4 | tee -a $resnet4_log
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./profile_resnet50.sh conv_fwd_bias_relu 1 1 1 1 $verify 1 0 1 4 2>&1 | tee -a $resnet4_log
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#run reduction tests
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export reduction_log="perf_reduction_${gpu_arch}.log"
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print_log_header $reduction_log $env_type $branch $host_name
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./profile_reduce_with_index.sh $verify 2 10 --half | tee -a $reduction_log
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./profile_reduce_no_index.sh $verify 2 10 --half | tee -a $reduction_log
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./profile_reduce_with_index.sh $verify 2 10 --half 2>&1 | tee -a $reduction_log
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./profile_reduce_no_index.sh $verify 2 10 --half 2>&1 | tee -a $reduction_log
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#run splitK_gemm tests
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export splitK_gemm_log="perf_splitK_gemm_${gpu_arch}.log"
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print_log_header $splitK_gemm_log $env_type $branch $host_name
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./profile_splitK_gemm.sh gemm_splitk 0 0 $verify 1 0 1 4 2>&1 | tee -a $splitK_gemm_log
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./profile_splitK_gemm.sh gemm_splitk 0 1 $verify 1 0 1 4 2>&1 | tee -a $splitK_gemm_log
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./profile_splitK_gemm.sh gemm_splitk 0 2 $verify 1 0 1 4 2>&1 | tee -a $splitK_gemm_log
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./profile_splitK_gemm.sh gemm_splitk 0 3 $verify 1 0 1 4 2>&1 | tee -a $splitK_gemm_log
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./profile_splitK_gemm.sh gemm_splitk 1 0 $verify 1 0 1 4 2>&1 | tee -a $splitK_gemm_log
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./profile_splitK_gemm.sh gemm_splitk 1 1 $verify 1 0 1 4 2>&1 | tee -a $splitK_gemm_log
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./profile_splitK_gemm.sh gemm_splitk 1 2 $verify 1 0 1 4 2>&1 | tee -a $splitK_gemm_log
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./profile_splitK_gemm.sh gemm_splitk 1 3 $verify 1 0 1 4 2>&1 | tee -a $splitK_gemm_log
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../script/profile_splitK_gemm.sh gemm_splitk 0 0 $verify 1 0 1 4 | tee -a $splitK_gemm_log
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../script/profile_splitK_gemm.sh gemm_splitk 0 1 $verify 1 0 1 4 | tee -a $splitK_gemm_log
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../script/profile_splitK_gemm.sh gemm_splitk 0 2 $verify 1 0 1 4 | tee -a $splitK_gemm_log
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../script/profile_splitK_gemm.sh gemm_splitk 0 3 $verify 1 0 1 4 | tee -a $splitK_gemm_log
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../script/profile_splitK_gemm.sh gemm_splitk 1 0 $verify 1 0 1 4 | tee -a $splitK_gemm_log
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../script/profile_splitK_gemm.sh gemm_splitk 1 1 $verify 1 0 1 4 | tee -a $splitK_gemm_log
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../script/profile_splitK_gemm.sh gemm_splitk 1 2 $verify 1 0 1 4 | tee -a $splitK_gemm_log
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../script/profile_splitK_gemm.sh gemm_splitk 1 3 $verify 1 0 1 4 | tee -a $splitK_gemm_log
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#run ONNX gemm tests
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export onnx_log="perf_onnx_gemm_${gpu_arch}.log"
|
||||
print_log_header $onnx_log $env_type $branch $host_name
|
||||
./profile_onnx_gemm.sh gemm 0 0 $verify 2 0 1 2>&1 | tee -a $onnx_log
|
||||
./profile_onnx_gemm.sh gemm 1 0 $verify 2 0 1 2>&1 | tee -a $onnx_log
|
||||
|
||||
Reference in New Issue
Block a user