From 8adeb2d99eada0efd7494d0596e6ea68a8c5fb68 Mon Sep 17 00:00:00 2001
From: Illia Silin <98187287+illsilin@users.noreply.github.com>
Date: Wed, 13 Jul 2022 07:27:43 -0700
Subject: [PATCH] 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

[ROCm/composable_kernel commit: 39acaea36d7f9af41f3587bad9fba3dd5d370426]
---
 Dockerfile                           |  17 ++
 Jenkinsfile                          | 160 ++++++++-------
 script/process_perf_data.py          | 296 +++++++++++++++++++++++++++
 script/profile_batched_gemm.sh       |  36 ++++
 script/profile_conv.sh               | 189 +++--------------
 script/profile_gemm_bias_relu_add.sh |  36 ++++
 script/profile_grouped_gemm.sh       |  18 ++
 script/profile_reduce_no_index.sh    |  87 ++++----
 script/profile_reduce_with_index.sh  |  85 ++++----
 script/profile_resnet50.sh           | 171 ++++++++++++++++
 script/run_full_performance_tests.sh | 124 +++++++++++
 script/run_performance_tests.sh      |  54 ++---
 12 files changed, 921 insertions(+), 352 deletions(-)
 create mode 100644 script/process_perf_data.py
 create mode 100755 script/profile_batched_gemm.sh
 create mode 100755 script/profile_gemm_bias_relu_add.sh
 create mode 100755 script/profile_grouped_gemm.sh
 create mode 100755 script/profile_resnet50.sh
 create mode 100755 script/run_full_performance_tests.sh

diff --git a/Dockerfile b/Dockerfile
index 0d32b52f75..fa6dead650 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -2,6 +2,7 @@ FROM ubuntu:18.04
 
 ARG ROCMVERSION=5.1
 ARG OSDB_BKC_VERSION
+ARG compiler_version
 
 RUN set -xe
 
@@ -93,3 +94,19 @@ RUN groupadd -f render
 RUN git clone -b master https://github.com/RadeonOpenCompute/rocm-cmake.git  && \
   cd rocm-cmake && mkdir build && cd build && \
   cmake  .. && cmake --build . && cmake --build . --target install
+
+WORKDIR /
+
+ENV compiler_version=$compiler_version
+RUN sh -c "echo compiler version = '$compiler_version'"
+
+RUN if [ "$compiler_version" = "9110" ]; then \
+        git clone -b ck-9110 https://github.com/RadeonOpenCompute/llvm-project.git && \
+        cd llvm-project && mkdir build && cd build && \
+        cmake -DCMAKE_INSTALL_PREFIX=/opt/rocm/llvm -DCMAKE_BUILD_TYPE=Release -DLLVM_ENABLE_ASSERTIONS=1 -DLLVM_TARGETS_TO_BUILD="AMDGPU;X86" -DLLVM_ENABLE_PROJECTS="clang;lld;compiler-rt" ../llvm && \
+        make -j 8 ; \
+    else echo "using the release compiler"; \
+    fi
+
+#ENV HIP_CLANG_PATH='/llvm-project/build/bin'
+#RUN sh -c "echo HIP_CLANG_PATH = '$HIP_CLANG_PATH'"
diff --git a/Jenkinsfile b/Jenkinsfile
index 15be3e540c..74b06cdba3 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -95,42 +95,38 @@ def buildHipClangJob(Map conf=[:]){
         if (conf.get("enforce_xnack_on", false)) {
             dockerOpts = dockerOpts + " --env HSA_XNACK=1"
         }
-        def dockerArgs = "--build-arg PREFIX=${prefixpath} --build-arg GPU_ARCH='${gpu_arch}' "
+        def dockerArgs
+        if (params.USE_9110){
+            dockerArgs = "--build-arg PREFIX=${prefixpath} --build-arg GPU_ARCH='${gpu_arch}' --build-arg compiler_version='9110' "
+            dockerOpts = dockerOpts + " --env HIP_CLANG_PATH='/llvm-project/build/bin' "
+        }
+        else{
+            dockerArgs = "--build-arg PREFIX=${prefixpath} --build-arg GPU_ARCH='${gpu_arch}' --build-arg compiler_version='release' "
+        }
 
         def variant = env.STAGE_NAME
 
         def retimage
 
         gitStatusWrapper(credentialsId: "${status_wrapper_creds}", gitHubContext: "Jenkins - ${variant}", account: 'ROCmSoftwarePlatform', repo: 'composable_kernel') {
-            if (params.USE_DOCKERFILE){
-                try {
-                    retimage = docker.build("${image}", dockerArgs + '.')
-                    withDockerContainer(image: image, args: dockerOpts) {
-                        timeout(time: 5, unit: 'MINUTES')
-                        {
-                            sh 'PATH="/opt/rocm/opencl/bin:/opt/rocm/opencl/bin/x86_64:$PATH" clinfo'
-                        }
-                    }
-                }
-                catch (org.jenkinsci.plugins.workflow.steps.FlowInterruptedException e){
-                    echo "The job was cancelled or aborted"
-                    throw e
-                }
-                catch(Exception ex) {
-                    retimage = docker.build("${image}", dockerArgs + "--no-cache .")
-                    withDockerContainer(image: image, args: dockerOpts) {
-                        timeout(time: 5, unit: 'MINUTES')
-                        {
-                            sh 'PATH="/opt/rocm/opencl/bin:/opt/rocm/opencl/bin/x86_64:$PATH" clinfo'
-                        }
+            try {
+                retimage = docker.build("${image}", dockerArgs + '.')
+                withDockerContainer(image: image, args: dockerOpts) {
+                    timeout(time: 5, unit: 'MINUTES'){
+                        sh 'PATH="/opt/rocm/opencl/bin:/opt/rocm/opencl/bin/x86_64:$PATH" clinfo'
                     }
                 }
             }
-            else{
-                timeout(time: 3, unit: 'HOURS'){
-                    retimage = docker.image('compute-artifactory.amd.com:5000/rocm-plus-docker/framework/compute-rocm-dkms-no-npi-hipclang:9110_ubuntu18.04_py3.6_pytorch_rocm5.0_internal_testing_7ff5b54').pull()
-                    image="b56f8ac0d6ea"
-                    sh "docker images"
+            catch (org.jenkinsci.plugins.workflow.steps.FlowInterruptedException e){
+                echo "The job was cancelled or aborted"
+                throw e
+            }
+            catch(Exception ex) {
+                retimage = docker.build("${image}", dockerArgs + " --no-cache .")
+                withDockerContainer(image: image, args: dockerOpts) {
+                    timeout(time: 5, unit: 'MINUTES'){
+                        sh 'PATH="/opt/rocm/opencl/bin:/opt/rocm/opencl/bin/x86_64:$PATH" clinfo'
+                    }
                 }
             }
 
@@ -150,9 +146,6 @@ def reboot(){
 }
 
 
-
-
-
 def buildHipClangJobAndReboot(Map conf=[:]){
     try{
         buildHipClangJob(conf)
@@ -186,42 +179,38 @@ def runCKProfiler(Map conf=[:]){
         if (conf.get("enforce_xnack_on", false)) {
             dockerOpts = dockerOpts + " --env HSA_XNACK=1"
         }
-        def dockerArgs = "--build-arg PREFIX=${prefixpath} --build-arg GPU_ARCH='${gpu_arch}' "
+        def dockerArgs
+        if (params.USE_9110){
+            dockerArgs = "--build-arg PREFIX=${prefixpath} --build-arg GPU_ARCH='${gpu_arch}' --build-arg compiler_version='9110' "
+            dockerOpts = dockerOpts + " --env HIP_CLANG_PATH='/llvm-project/build/bin' "
+        }
+        else{
+            dockerArgs = "--build-arg PREFIX=${prefixpath} --build-arg GPU_ARCH='${gpu_arch}' --build-arg compiler_version='release' "
+        }
 
         def variant = env.STAGE_NAME
 
         def retimage
 
         gitStatusWrapper(credentialsId: "${status_wrapper_creds}", gitHubContext: "Jenkins - ${variant}", account: 'ROCmSoftwarePlatform', repo: 'composable_kernel') {
-            if (params.USE_DOCKERFILE){
-                try {
-                    retimage = docker.build("${image}", dockerArgs + '.')
-                    withDockerContainer(image: image, args: dockerOpts) {
-                        timeout(time: 5, unit: 'MINUTES')
-                        {
-                            sh 'PATH="/opt/rocm/opencl/bin:/opt/rocm/opencl/bin/x86_64:$PATH" clinfo'
-                        }
-                    }
-                }
-                catch (org.jenkinsci.plugins.workflow.steps.FlowInterruptedException e){
-                    echo "The job was cancelled or aborted"
-                    throw e
-                }
-                catch(Exception ex) {
-                    retimage = docker.build("${image}", dockerArgs + "--no-cache .")
-                    withDockerContainer(image: image, args: dockerOpts) {
-                        timeout(time: 5, unit: 'MINUTES')
-                        {
-                            sh 'PATH="/opt/rocm/opencl/bin:/opt/rocm/opencl/bin/x86_64:$PATH" clinfo'
-                        }
+            try {
+                retimage = docker.build("${image}", dockerArgs + '.')
+                withDockerContainer(image: image, args: dockerOpts) {
+                    timeout(time: 5, unit: 'MINUTES'){
+                        sh 'PATH="/opt/rocm/opencl/bin:/opt/rocm/opencl/bin/x86_64:$PATH" clinfo'
                     }
                 }
             }
-            else{
-                timeout(time: 3, unit: 'HOURS'){
-                    retimage = docker.image('compute-artifactory.amd.com:5000/rocm-plus-docker/framework/compute-rocm-dkms-no-npi-hipclang:9110_ubuntu18.04_py3.6_pytorch_rocm5.0_internal_testing_7ff5b54').pull()
-                    image="b56f8ac0d6ea"
-                    sh "docker images"
+            catch (org.jenkinsci.plugins.workflow.steps.FlowInterruptedException e){
+                echo "The job was cancelled or aborted"
+                throw e
+            }
+            catch(Exception ex) {
+                retimage = docker.build("${image}", dockerArgs + " --no-cache .")
+                withDockerContainer(image: image, args: dockerOpts) {
+                    timeout(time: 5, unit: 'MINUTES'){
+                        sh 'PATH="/opt/rocm/opencl/bin:/opt/rocm/opencl/bin/x86_64:$PATH" clinfo'
+                    }
                 }
             }
 
@@ -238,6 +227,12 @@ def runCKProfiler(Map conf=[:]){
                         sh "echo GPU_arch name: ${gpu_arch}  >> ${gemm_log}"
                         sh "rocminfo | grep 'Compute Unit:' >> ${gemm_log} "
                         sh "hipcc --version | grep -e 'HIP version'  >> ${gemm_log}"
+                        if (params.USE_9110){
+                            sh "echo Environment type: CI_9110  >> ${gemm_log}"
+                        }
+                        else{
+                            sh "echo Environment type: CI_release  >> ${gemm_log}"
+                        }
                         sh "/opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> ${gemm_log}"
                         sh "./profile_gemm.sh gemm 0 0 0 1 0 5 | tee -a ${gemm_log}"
                         sh "./profile_gemm.sh gemm 1 0 0 1 0 5 | tee -a ${gemm_log}"
@@ -259,23 +254,44 @@ def runCKProfiler(Map conf=[:]){
                         //the script will return 0 if the performance criteria are met
                         //or return 1 if the criteria are not met
                         archiveArtifacts  "${gemm_log}"
-                        sh "python3 parse_perf_data.py ${gemm_log} "
+                        sh "python3 process_perf_data.py ${gemm_log} "
                         //run resnet50 test
-                        def resnet_log = "perf_resnet50_${gpu_arch}.log"
-                        sh "rm -f ${resnet_log}"
-                        sh "echo Branch name: ${env.BRANCH_NAME} > ${resnet_log}"
-                        sh "echo Node name: ${NODE_NAME} >> ${resnet_log}"
-                        sh "echo GPU_arch name: ${gpu_arch}  >> ${resnet_log}"
-                        sh "rocminfo | grep 'Compute Unit:' >> ${resnet_log} "
-                        sh "hipcc --version | grep -e 'HIP version'  >> ${resnet_log}"
-                        sh "/opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> ${resnet_log}"
+                        def resnet256_log = "perf_resnet50_N256_${gpu_arch}.log"
+                        sh "rm -f ${resnet256_log}"
+                        sh "echo Branch name: ${env.BRANCH_NAME} > ${resnet256_log}"
+                        sh "echo Node name: ${NODE_NAME} >> ${resnet256_log}"
+                        sh "echo GPU_arch name: ${gpu_arch}  >> ${resnet256_log}"
+                        sh "rocminfo | grep 'Compute Unit:' >> ${resnet256_log} "
+                        sh "hipcc --version | grep -e 'HIP version'  >> ${resnet256_log}"
+                        if (params.USE_9110){
+                            sh "echo Environment type: CI_9110  >> ${resnet256_log}"
+                        }
+                        else{
+                            sh "echo Environment type: CI_release  >> ${resnet256_log}"
+                        }
+                        sh "/opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> ${resnet256_log}"
                         //first run tests with N=256
-                        sh "./profile_conv.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 256 | tee -a ${resnet_log}"
+                        sh "./profile_resnet50.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 256 | tee -a ${resnet256_log}"
+                        archiveArtifacts  "${resnet256_log}"
+                        sh "python3 process_perf_data.py ${resnet256_log} "
                         //then run with N=4
-                        sh "./profile_conv.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 4 | tee -a ${resnet_log}"
-                        archiveArtifacts  "${resnet_log}"
-                        //the script will put the results from N=256 and N=4 runs into separate tables
-                        sh "python3 parse_perf_data.py ${resnet_log} "
+                        def resnet4_log = "perf_resnet50_N4_${gpu_arch}.log"
+                        sh "rm -f ${resnet4_log}"
+                        sh "echo Branch name: ${env.BRANCH_NAME} > ${resnet4_log}"
+                        sh "echo Node name: ${NODE_NAME} >> ${resnet4_log}"
+                        sh "echo GPU_arch name: ${gpu_arch}  >> ${resnet4_log}"
+                        sh "rocminfo | grep 'Compute Unit:' >> ${resnet4_log} "
+                        sh "hipcc --version | grep -e 'HIP version'  >> ${resnet4_log}"
+                        if (params.USE_9110){
+                            sh "echo Environment type: CI_9110  >> ${resnet4_log}"
+                        }
+                        else{
+                            sh "echo Environment type: CI_release  >> ${resnet4_log}"
+                        }
+                        sh "/opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> ${resnet4_log}"
+                        sh "./profile_resnet50.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 4 | tee -a ${resnet4_log}"
+                        archiveArtifacts  "${resnet4_log}"
+                        sh "python3 process_perf_data.py ${resnet4_log} "
 					}
                 }
             }
@@ -307,7 +323,7 @@ pipeline {
     }
     parameters {
         booleanParam(
-            name: "USE_DOCKERFILE",
+            name: "USE_9110",
             defaultValue: true,
             description: "")
     }
diff --git a/script/process_perf_data.py b/script/process_perf_data.py
new file mode 100644
index 0000000000..fc01dd5934
--- /dev/null
+++ b/script/process_perf_data.py
@@ -0,0 +1,296 @@
+#!/usr/bin/env python3
+import os, io, argparse, datetime
+#import numpy as np
+import sqlalchemy
+from sqlalchemy.types import NVARCHAR, Float, Integer
+import pymysql
+import pandas as pd
+from sshtunnel import SSHTunnelForwarder
+
+def print_to_string(*args, **kwargs):
+    output = io.StringIO()
+    print(*args, file=output, **kwargs)
+    contents = output.getvalue()
+    output.close()
+    return contents
+
+def parse_args():
+    parser = argparse.ArgumentParser(description='Parse results from tf benchmark runs')
+    parser.add_argument('filename', type=str, help='Log file to prase or directory containing log files')
+    args = parser.parse_args()
+    files = []
+    if os.path.isdir(args.filename):
+        all_files = os.listdir(args.filename)
+        for name in all_files:
+            if not 'log' in name:
+                continue
+            files.append(os.path.join(args.filename, name))
+    else:
+        files = [args.filename]
+    args.files = files
+    return args
+
+def get_log_params(logfile):
+    print("logfile=",logfile)
+    branch_name=' '
+    node_id=' '
+    gpu_arch=' '
+    hip_vers=' '
+    compute_units=0
+    environment=' '
+    rocm_vers=' '
+    for line in open(logfile):
+        if 'Branch name' in line:
+            lst=line.split()
+            branch_name=lst[2]
+        if 'On branch' in line:
+            lst=line.split()
+            branch_name=lst[2]
+        if 'Node name' in line:
+            lst=line.split()
+            node_id=lst[2]
+        if 'GPU_arch' in line:
+            lst=line.split()
+            gpu_arch=lst[2]
+        if 'HIP version' in line:
+            lst=line.split()
+            hip_vers=lst[2]
+        if 'Compute Unit' in line:
+            lst=line.split()
+            compute_units=lst[2]
+        if 'Environment type' in line:
+            lst=line.split()
+            environment=lst[2]
+        if 'InstalledDir' in line:
+            lst=line.split()
+            rocm_vers=lst[1][lst[1].find('/opt/rocm-')+len('/opt/rocm-'):lst[1].rfind('/llvm/bin')]
+    return branch_name, node_id, gpu_arch, compute_units, rocm_vers, hip_vers, environment
+
+def parse_logfile(logfile):
+    glue=''
+    res=[]
+    tests=[]
+    kernels=[]
+    tflops=[]
+    dtype=[]
+    alayout=[]
+    blayout=[]
+    M=[]
+    N=[]
+    K=[]
+    StrideA=[]
+    StrideB=[]
+    StrideC=[]
+    if 'perf_gemm' in logfile:
+        for line in open(logfile):
+            if 'Best Perf' in line:
+                lst=line.split()
+                print("len(lst)=",len(lst),"lst:",lst)
+                if len(lst)>=37: #the line is complete
+                    tests.append(glue.join(lst[5:30]))
+                    kernels.append(glue.join(lst[37:]))
+                    tflops.append(lst[33])
+                    dtype.append(lst[5])
+                    alayout.append(lst[8])
+                    blayout.append(lst[11])
+                    M.append(lst[14])
+                    N.append(lst[17])
+                    K.append(lst[20])
+                    StrideA.append(lst[23])
+                    StrideB.append(lst[26])
+                    StrideC.append(lst[29])
+                elif len(lst)<37 and len(lst)>=33: #the tflops are available
+                    tests.append(glue.join(lst[5:30]))
+                    kernels.append("N/A")
+                    tflops.append(lst[33])
+                    dtype.append(lst[5])
+                    alayout.append(lst[8])
+                    blayout.append(lst[11])
+                    M.append(lst[14])
+                    N.append(lst[17])
+                    K.append(lst[20])
+                    StrideA.append(lst[23])
+                    StrideB.append(lst[26])
+                    StrideC.append(lst[29])
+                    print("warning: incomplete line:",lst)
+                elif len(lst)<33: #even the tflops are not available
+                    print("Error in ckProfiler output!")
+                    print("warning: incomplete line=",lst)
+        #sort results
+        #sorted_tests = sorted(tests)
+        res = [x for _,x in sorted(zip(tests,tflops))]
+        #sorted_kernels = [x for _,x in sorted(zip(tests,kernels))]
+        test_list=list(range(1,len(tests)+1))
+    #parse fwd_conv performance tests:
+    elif 'fwd_conv' in logfile:
+        for line in open(logfile):
+            if 'tflops:' in line:
+                lst=line.split()
+                res.append(lst[1])
+    #parse all other performance tests:
+    elif 'resnet50' or 'batched_gemm' or 'grouped_gemm' or 'bwd_conv' or 'fusion' or 'reduction' in logfile:
+        for line in open(logfile):
+            if 'Best Perf' in line:
+                lst=line.split()
+                res.append(lst[4])
+    return res
+
+
+def get_baseline(table, connection):
+    query = '''SELECT * from '''+table+''' WHERE Datetime = (SELECT MAX(Datetime) FROM '''+table+''' where Branch_ID='develop' );'''
+    return pd.read_sql_query(query, connection)
+
+def store_new_test_result(table_name, test_results, testlist, branch_name, node_id, gpu_arch, compute_units, rocm_vers, hip_vers, environment, connection):
+    params=[str(branch_name),str(node_id),str(gpu_arch),compute_units,str(rocm_vers),str(hip_vers),str(environment),str(datetime.datetime.now())]
+    df=pd.DataFrame(data=[params],columns=['Branch_ID','Node_ID','GPU_arch','Compute Units','ROCM_version','HIP_version','Environment','Datetime'])
+    df_add=pd.DataFrame(data=[test_results],columns=testlist)
+    df=pd.concat([df,df_add],axis=1)
+    print("new test results dataframe:",df)
+    df.to_sql(table_name,connection,if_exists='append',index=False)
+    return 0
+
+def compare_test_to_baseline(baseline,test,testlist):
+    regression=0
+    if not baseline.empty:
+        base=baseline[testlist].to_numpy(dtype='float')
+        base_list=base[0]
+        ave_perf=0
+        for i in range(len(base_list)):
+            # success criterion:
+            if base_list[i]>1.01*float(test[i]):
+                print("test # ",i,"shows regression by {:.3f}%".format(
+                    (float(test[i])-base_list[i])/base_list[i]*100))
+                regression=1
+            ave_perf=ave_perf+float(test[i])/base_list[i]
+        if regression==0:
+            print("no regressions found")
+        ave_perf=ave_perf/len(base_list)
+        print("average performance relative to baseline:",ave_perf)
+    else:
+        print("could not find a baseline")
+    return regression
+
+'''
+def post_test_params(tlist,connection):
+    sorted_dtypes = [x for _,x in sorted(zip(tests,dtype))]
+    sorted_alayout = [x for _,x in sorted(zip(tests,alayout))]
+    sorted_blayout = [x for _,x in sorted(zip(tests,blayout))]
+    sorted_M = [x for _,x in sorted(zip(tests,M))]
+    sorted_N = [x for _,x in sorted(zip(tests,N))]
+    sorted_K = [x for _,x in sorted(zip(tests,K))]
+    sorted_StrideA = [x for _,x in sorted(zip(tests,StrideA))]
+    sorted_StrideB = [x for _,x in sorted(zip(tests,StrideB))]
+    sorted_StrideC = [x for _,x in sorted(zip(tests,StrideC))]
+    ck_gemm_params=[tlist,sorted_dtypes,sorted_alayout,sorted_blayout,
+                sorted_M,sorted_N,sorted_K,sorted_StrideA,sorted_StrideB,
+                sorted_StrideC]
+    df=pd.DataFrame(np.transpose(ck_gemm_params),columns=['Test_number','Data_type',
+        'Alayout','BLayout','M','N','K', 'StrideA','StrideB','StrideC'])
+    print(df)
+
+    dtypes = {
+        'Test_number': Integer(),
+        'Data_type': NVARCHAR(length=5),
+        'Alayout': NVARCHAR(length=12),
+        'Blayout': NVARCHAR(length=12),
+        'M': Integer(),
+        'N': Integer(),
+        'K': Integer(),
+        'StrideA': Integer(),
+        'StrideB': Integer(),
+        'StrideC': Integer()
+        }
+    df.to_sql("ck_gemm_test_params",connection,if_exists='replace',index=False, dtype=dtypes)
+'''
+
+def main():
+    args = parse_args()
+    results=[]
+    tflops_base=[]
+    testlist=[]
+    #parse the test parameters from the logfile
+    for filename in args.files:
+        branch_name, node_id, gpu_arch, compute_units, rocm_vers, hip_vers, environment = get_log_params(filename)
+
+    print("Branch name:",branch_name)
+    print("Node name:",node_id)
+    print("GPU_arch:",gpu_arch)
+    print("Compute units:",compute_units)
+    print("ROCM_version:",rocm_vers)
+    print("HIP_version:",hip_vers)
+    print("Environment:",environment)
+    #parse results, get the Tflops value for "Best Perf" kernels
+    results=parse_logfile(filename)
+
+    print("Number of tests:",len(results))
+    sql_hostname = '127.0.0.1'
+    sql_username = os.environ["dbuser"]
+    sql_password = os.environ["dbpassword"]
+    sql_main_database = 'miopen_perf'
+    sql_port = 3306
+    ssh_host = os.environ["dbsship"]
+    ssh_user = os.environ["dbsshuser"]
+    ssh_port = int(os.environ["dbsshport"])
+    ssh_pass = os.environ["dbsshpassword"]
+
+    with SSHTunnelForwarder(
+            (ssh_host, ssh_port),
+            ssh_username=ssh_user,
+            ssh_password=ssh_pass,
+            remote_bind_address=(sql_hostname, sql_port)) as tunnel:
+
+        sqlEngine = sqlalchemy.create_engine('mysql+pymysql://{0}:{1}@{2}:{3}/{4}'.
+            format(sql_username, sql_password, sql_hostname, tunnel.local_bind_port, sql_main_database))
+        conn = sqlEngine.connect()
+
+        #save gemm performance tests:
+        if 'perf_gemm' in filename:
+            #write the ck_gemm_test_params table only needed once the test set changes
+            #post_test_params(test_list,conn)
+            for i in range(1,len(results)+1):
+                testlist.append("Test%i"%i)
+            table_name="ck_gemm_tflops"
+        if 'batched_gemm' in filename:
+            for i in range(1,len(results)+1):
+                testlist.append("Test%i"%i)
+            table_name="ck_batched_gemm_tflops"
+        if 'grouped_gemm' in filename:
+            for i in range(1,len(results)+1):
+                testlist.append("Test%i"%i)
+            table_name="ck_grouped_gemm_tflops"
+        if 'fwd_conv' in filename:
+            for i in range(1,len(results)+1):
+                testlist.append("Test%i"%i)
+            table_name="ck_fwd_conv_tflops"
+        if 'bwd_conv' in filename:
+            for i in range(1,len(results)+1):
+                testlist.append("Test%i"%i)
+            table_name="ck_bwd_conv_tflops"
+        if 'fusion' in filename:
+            for i in range(1,len(results)+1):
+                testlist.append("Test%i"%i)
+            table_name="ck_fusion_tflops"
+        if 'reduction' in filename:
+            for i in range(1,len(results)+1):
+                testlist.append("Test%i"%i)
+            table_name="ck_reduction_GBps"
+        if 'resnet50_N4' in filename:
+            for i in range(1,50):
+                testlist.append("Layer%i"%i)
+            table_name="ck_resnet50_N4_tflops"
+        if 'resnet50_N256' in filename:
+            for i in range(1,50):
+                testlist.append("Layer%i"%i)
+            table_name="ck_resnet50_N256_tflops"
+
+        tflops_base = get_baseline(table_name,conn)
+        store_new_test_result(table_name, results, testlist, branch_name, node_id, gpu_arch, compute_units, rocm_vers, hip_vers, environment, conn)
+        conn.close()
+
+    #compare the results to the baseline if baseline exists
+    regression=0
+    regression=compare_test_to_baseline(tflops_base,results,testlist)
+    return regression
+
+if __name__ == '__main__':
+    main()
\ No newline at end of file
diff --git a/script/profile_batched_gemm.sh b/script/profile_batched_gemm.sh
new file mode 100755
index 0000000000..eea4417dbf
--- /dev/null
+++ b/script/profile_batched_gemm.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+ 
+## GPU visibility
+export HIP_VISIBLE_DEVICES=0
+DRIVER="../build/bin/ckProfiler"
+OP=$1
+DATATYPE=$2
+LAYOUT=$3
+VERIFY=$4
+INIT=$5
+LOG=$6
+REPEAT=$7
+ 
+########  op  datatype  layout  verify  init  log  repeat  M___ N___ K___  StrideA StrideB StrideC   BatchCount
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT  960  1024 1024       -1     -1      -1            8
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1920  2048 2048       -1     -1      -1            8
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 3840  4096 4096       -1     -1      -1            4
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 7680  8192 8192       -1     -1      -1            2
+ 
+#######  op  datatype  layout  verify  init  log  repeat  M___ N___ K___  StrideA StrideB StrideC   BatchCount
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024  1024 1024     1024    1024    1024           8
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048  2048 2048     2048    2048    2048           8
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 4096  4096 4096     4096    4096    4096           4
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 8192  8192 8192     8192    8192    8192           2
+ 
+#######  op  datatype  layout  verify  init  log  repeat  M___ N___ K___  StrideA StrideB StrideC   BatchCount
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024  1024 1024     1056    1056    1056           8
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048  2048 2048     2080    2080    2080           8
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 4096  4096 4096     4128    4128    4128           4
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 8192  8192 8192     8224    8224    8224           2
+ 
+#######  op  datatype  layout  verify  init  log  repeat  M___ N___ K___  StrideA StrideB StrideC    BatchCount
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024  1024 1024     1088    1088    1088           8
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048  2048 2048     2112    2112    2112           8
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 4096  4096 4096     4160    4160    4160           4
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 8192  8192 8192     8256    8256    8256           2
\ No newline at end of file
diff --git a/script/profile_conv.sh b/script/profile_conv.sh
index c3ba39c926..4540c18ee2 100755
--- a/script/profile_conv.sh
+++ b/script/profile_conv.sh
@@ -1,12 +1,8 @@
 #!/bin/bash
-
+ 
 ## GPU visibility
- export HIP_VISIBLE_DEVICES=0
-
-# make -j ckProfiler
-
- DRIVER="../build/bin/ckProfiler"
-
+export HIP_VISIBLE_DEVICES=0
+DRIVER="../build/bin/ckProfiler"
 OP=$1
 DATATYPE=$2
 IN_LAYOUT=$3
@@ -16,162 +12,27 @@ VERIFY=$6
 INIT=$7
 LOG=$8
 REPEAT=$9
-
-# test
-########  op  datatype  in_layout   wei_layout  out_layout  verify  init  log  repeat  N__ K___ C___ Y X Hi__ Wi__ Strides Dilations LeftPads RightPads  Desired_grid_size__
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  128  256  192 3 3   71   71     2 2       1 1      1 1       1 1   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  128  256  256 3 3   30   30    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  128  256  256 3 3   28   28    2  2      1  1     1  1      1  1   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  128 1024  256 1 1   14   14    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-
- N=${10}
-
-# Resnet50 (no duplicated layer)
+N=${10}
+ 
 ########  op  datatype  in_layout   wei_layout  out_layout  verify  init  log  repeat  N__ K___ C___ Y X Hi__ Wi__ Strides Dilations LeftPads RightPads
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14   14     1 1       1 1      0 0       0 0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 1024 1 1   14   14     1 1       1 1      0 0       0 0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   28   28     1 1       1 1      1 1       1 1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28   28     1 1       1 1      0 0       0 0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   56   56     2 2       1 1      1 1       1 1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 2048 1 1    7    7     1 1       1 1      0 0       0 0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14   14     1 1       1 1      0 0       0 0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14   14     1 1       1 1      1 1       1 1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   28   28     2 2       1 1      1 1       1 1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  256 1 1   56   56     1 1       1 1      0 0       0 0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64  256 1 1   56   56     1 1       1 1      0 0       0 0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3   14   14     2 2       1 1      1 1       1 1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  512 1 1   28   28     1 1       1 1      0 0       0 0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  512 1 1   28   28     1 1       1 1      0 0       0 0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048  512 1 1    7    7     1 1       1 1      0 0       0 0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3    7    7     1 1       1 1      1 1       1 1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256   64 1 1   56   56     1 1       1 1      0 0       0 0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 1 1   56   56     1 1       1 1      0 0       0 0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 3 3   56   56     1 1       1 1      1 1       1 1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64    3 7 7  224  224     2 2       1 1      3 3       3 3
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14   14     1 1       1 1      0 0       0 0
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 1024 1 1   14   14     1 1       1 1      0 0       0 0
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   28   28     1 1       1 1      1 1       1 1
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28   28     1 1       1 1      0 0       0 0
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   56   56     2 2       1 1      1 1       1 1
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 2048 1 1    7    7     1 1       1 1      0 0       0 0
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14   14     1 1       1 1      0 0       0 0
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14   14     1 1       1 1      1 1       1 1
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   28   28     2 2       1 1      1 1       1 1
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  256 1 1   56   56     1 1       1 1      0 0       0 0
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64  256 1 1   56   56     1 1       1 1      0 0       0 0
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3   14   14     2 2       1 1      1 1       1 1
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  512 1 1   28   28     1 1       1 1      0 0       0 0
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  512 1 1   28   28     1 1       1 1      0 0       0 0
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048  512 1 1    7    7     1 1       1 1      0 0       0 0
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3    7    7     1 1       1 1      1 1       1 1
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256   64 1 1   56   56     1 1       1 1      0 0       0 0
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 1 1   56   56     1 1       1 1      0 0       0 0
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 3 3   56   56     1 1       1 1      1 1       1 1
+$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64    3 7 7  224  224     2 2       1 1      3 3       3 3
 
-
-# Resnet50 fusion
-####### op_________________    datatype  in_layout   wei_layout  out_layout  verify  init  log  repeat    N__  K___ C_ Y X  Hi_ Wi__ Strides Dilations LeftPads RightPads
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64    3 7 7  224 224    2   2     1   1    3   3     3   3
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 1 1   56  56    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 3 3   56  56    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256   64 1 1   56  56    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64  256 1 1   56  56    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 3 3   56  56    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256   64 1 1   56  56    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64  256 1 1   56  56    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 3 3   56  56    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256   64 1 1   56  56    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  256 1 1   56  56    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   56  56    2   2     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28  28    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  512 1 1   28  28    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   28  28    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28  28    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  512 1 1   28  28    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   28  28    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28  28    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  512 1 1   28  28    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   28  28    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28  28    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  512 1 1   28  28    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   28  28    2   2     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14  14    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14  14    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14  14    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14  14    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14  14    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14  14    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14  14    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14  14    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14  14    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14  14    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14  14    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14  14    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14  14    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14  14    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14  14    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14  14    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 1024 1 1   14  14    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3   14  14    2   2     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048  512 1 1    7   7    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 2048 1 1    7   7    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3    7   7    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048  512 1 1    7   7    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 2048 1 1    7   7    1   1     1   1    0   0     0   0
-$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3    7   7    1   1     1   1    1   1     1   1
-$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048  512 1 1    7   7    1   1     1   1    0   0     0   0
-
-
-# Resnet50
-########  op  datatype  in_layout   wei_layout  out_layout  verify  init  log  repeat  N__ K___ C___ Y X Hi__ Wi__ Strides Dilations LeftPads RightPads  Desired_grid_size__
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048 1024 1 1   14   14    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14   14    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 1024 1 1   14   14    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   28   28    1  1      1  1     1  1      1  1   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28   28    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   58   58    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 2048 1 1    7    7    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14   14    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14   14    1  1      1  1     1  1      1  1   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   30   30    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  256 1 1   56   56    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  256 1 1   56   56    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64  256 1 1   56   56    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3   16   16    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  512 1 1   28   28    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  512 1 1   28   28    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  512 1 1   28   28    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048  512 1 1    7    7    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3    7    7    1  1      1  1     1  1      1  1   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256   64 1 1   56   56    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 1 1   56   56    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 3 3   56   56    1  1      1  1     1  1      1  1   $DESIRED_GRID_SIZE
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64    3 7 7  230  230    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
-
-# SSD
-########  op  datatype  in_layout   wei_layout  out_layout  verify  init  log  repeat  N__ K___ C___ Y X Hi__ Wi__ Strides Dilations LeftPads RightPads  Desired_grid_size__
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64    3 7 7  300  300   2   2     1   1    3   3     3   3
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64   64 3 3   75   75   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64   64 3 3   75   75   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64   64 3 3   75   75   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64   64 3 3   75   75   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64   64 3 3   75   75   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64   64 3 3   75   75   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128   64 1 1   75   75   2   2     1   1    0   0     0   0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128   64 3 3   75   75   2   2     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  128 1 1   38   38   1   1     1   1    0   0     0   0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  128 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 1 1   38   38   1   1     1   1    0   0     0   0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  512  256 3 3   38   38   2   2     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  512 1 1   19   19   1   1     1   1    0   0     0   0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  512  256 3 3   19   19   2   2     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  512 1 1   10   10   1   1     1   1    0   0     0   0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  128 3 3   10   10   2   2     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  256 1 1    5    5   1   1     1   1    0   0     0   0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  128 3 3    5    5   1   1     1   1    0   0     0   0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  256 1 1    3    3   1   1     1   1    0   0     0   0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  128 3 3    3    3   1   1     1   1    0   0     0   0
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  340  256 3 3   38   38   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  510  512 3 3   19   19   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  510  512 3 3   10   10   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  510  256 3 3    5    5   1   1     1   1    1   1     1   1
-#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  340  256 3 3    3    3   1   1     1   1    1   1     1   1
diff --git a/script/profile_gemm_bias_relu_add.sh b/script/profile_gemm_bias_relu_add.sh
new file mode 100755
index 0000000000..7abf03e0d6
--- /dev/null
+++ b/script/profile_gemm_bias_relu_add.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+ 
+## GPU visibility
+export HIP_VISIBLE_DEVICES=0
+DRIVER="../build/bin/ckProfiler"
+OP=$1
+DATATYPE=$2
+LAYOUT=$3
+VERIFY=$4
+INIT=$5
+LOG=$6
+REPEAT=$7
+ 
+########  op  datatype  layout  verify  init  log  repeat  M___ N___ K___  StrideA StrideB StrideC StrideC1
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT  960  1024 1024       -1     -1      -1        -1
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1920  2048 2048       -1     -1      -1        -1
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 3840  4096 4096       -1     -1      -1        -1
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 7680  8192 8192       -1     -1      -1        -1
+ 
+#######  op  datatype  layout  verify  init  log  repeat  M___ N___ K___  StrideA StrideB StrideC StrideC1
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024  1024 1024     1024    1024    1024     1024
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048  2048 2048     2048    2048    2048     2048
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 4096  4096 4096     4096    4096    4096     4096
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 8192  8192 8192     8192    8192    8192     8192
+ 
+#######  op  datatype  layout  verify  init  log  repeat  M___ N___ K___  StrideA StrideB StrideC StrideC1
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024  1024 1024     1056    1056    1056     1056
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048  2048 2048     2080    2080    2080     2080
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 4096  4096 4096     4128    4128    4128     4128
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 8192  8192 8192     8224    8224    8224     8224
+ 
+#######  op  datatype  layout  verify  init  log  repeat  M___ N___ K___  StrideA StrideB StrideC StrideC1
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024  1024 1024     1088    1088    1088     1088
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048  2048 2048     2112    2112    2112     2112
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 4096  4096 4096     4160    4160    4160     4160
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 8192  8192 8192     8256    8256    8256     8256
\ No newline at end of file
diff --git a/script/profile_grouped_gemm.sh b/script/profile_grouped_gemm.sh
new file mode 100755
index 0000000000..62605b999d
--- /dev/null
+++ b/script/profile_grouped_gemm.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+ 
+## GPU visibility
+export HIP_VISIBLE_DEVICES=0
+DRIVER="../build/bin/ckProfiler"
+OP=$1
+DATATYPE=$2
+LAYOUT=$3
+VERIFY=$4
+INIT=$5
+LOG=$6
+REPEAT=$7
+ 
+########  op  datatype  layout  verify  init  log  repeat  Ms______________ Ns______________ Ks_____________ StrideAs___________ StrideBs__________  StrideCs___________
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT  256,512,1024,768 128,256,384,1024 128,192,256,512 1024,1025,1044,1026 1024,1024,1024,1024 1025,1024,1028,1024
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT  512,768,2048,128 128,256,384,1024 128,192,256,512 1024,1025,2053,1026 1024,1024,1024,1024 1025,1024,2054,1024
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT  256,512,1024,768 512,256,768,1024 128,192,256,512 1024,1045,1034,1026 1024,1024,1024,1024 1025,1063,1028,1024
+$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT  512,768,4096,768 128,768,512,2048 128,192,256,512 1024,1027,4096,2050 1024,1024,1024,2048 1025,1024,4099,2049
\ No newline at end of file
diff --git a/script/profile_reduce_no_index.sh b/script/profile_reduce_no_index.sh
index 580a7ca1ee..ca96a9ce18 100755
--- a/script/profile_reduce_no_index.sh
+++ b/script/profile_reduce_no_index.sh
@@ -1,6 +1,9 @@
 #!/bin/bash
-
-PRECISION=
+DRIVER="../build/bin/ckProfiler"
+VERIFY="-v $1"
+INIT=$2
+NREPEAT=$3
+PRECISION=$4
 ##PRECISION=--half
 ##PRECISION=--double
 ##PRECISION=--int8
@@ -12,14 +15,6 @@ elif [ -n $PRECISION ] && [ "$PRECISION" = "--int8" ]; then
    ACCTYPE="-C 2"
 fi
 
-
-driver="./bin/ckProfiler"
-
-VERIFY="-v $1"
-INIT=$2
-NREPEAT=$3
-
-
 #### 0 - ADD,  5 - AVG,  7 - NORM2
 Operations="0 5 7"
 
@@ -32,19 +27,19 @@ fi
 for op in $Operations; do
     set -x
     #######        datatype   layout          reduce dims  op     acctype   verify  init  repeats
-    $driver reduce $PRECISION -D 64,4,280,82  -R 0,1,2,3   -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 64,4,280,82  -R 0         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 64,4,280,82  -R 1         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 64,4,280,82  -R 2         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 64,4,280,82  -R 3         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 64,4,280,82  -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 64,4,280,82  -R 1,2,3     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 64,4,280,82  -R 0,2,3     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 64,4,280,82  -R 0,1,3     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 256,22960    -R 0         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 256,22960    -R 1         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 4,1469440    -R 0         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 4,1469440    -R 1         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 64,4,280,82  -R 0,1,2,3   -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 64,4,280,82  -R 0         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 64,4,280,82  -R 1         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 64,4,280,82  -R 2         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 64,4,280,82  -R 3         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 64,4,280,82  -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 64,4,280,82  -R 1,2,3     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 64,4,280,82  -R 0,2,3     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 64,4,280,82  -R 0,1,3     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,22960    -R 0         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,22960    -R 1         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 4,1469440    -R 0         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 4,1469440    -R 1         -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
     set +x
 done
 
@@ -55,29 +50,29 @@ Operations=5
 for op in $Operations; do
     set -x
     #######        datatype   layout             reduce dims  op     acctype   verify  init  repeats
-    $driver reduce $PRECISION -D 256,14,14,1024  -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT 
-    $driver reduce $PRECISION -D 256,28,28,128   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 256,58,58,128   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 256,7,7,2048    -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 256,14,14,256   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 256,30,30,256   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 256,56,56,256   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 256,16,16,512   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 256,28,28,512   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 256,7,7,512     -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 256,56,56,64    -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 256,230,230,3   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 128,14,14,1024  -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 128,28,28,128   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 128,58,58,128   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 128,7,7,2048    -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 128,14,14,256   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 128,30,30,256   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 128,56,56,256   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 128,16,16,512   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 128,28,28,512   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 128,7,7,512     -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
-    $driver reduce $PRECISION -D 128,56,56,64    -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,14,14,1024  -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT 
+    $DRIVER reduce $PRECISION -D 256,28,28,128   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,58,58,128   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,7,7,2048    -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,14,14,256   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,30,30,256   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,56,56,256   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,16,16,512   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,28,28,512   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,7,7,512     -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,56,56,64    -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 256,230,230,3   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 128,14,14,1024  -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 128,28,28,128   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 128,58,58,128   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 128,7,7,2048    -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 128,14,14,256   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 128,30,30,256   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 128,56,56,256   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 128,16,16,512   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 128,28,28,512   -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 128,7,7,512     -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
+    $DRIVER reduce $PRECISION -D 128,56,56,64    -R 0,1,2     -O $op $ACCTYPE  $VERIFY $INIT $NREPEAT
     set +x
 done 
 
diff --git a/script/profile_reduce_with_index.sh b/script/profile_reduce_with_index.sh
index d4671e3981..43543f4430 100755
--- a/script/profile_reduce_with_index.sh
+++ b/script/profile_reduce_with_index.sh
@@ -1,17 +1,14 @@
 #!/bin/bash
-
-PRECISION=
+DRIVER="../build/bin/ckProfiler"
+VERIFY="-v $1"
+INIT=$2
+NREPEAT=$3
+PRECISION=$4
 ##PRECISION=--half
 ##PRECISION=--double
 ##PRECISION=--int8
 ##PRECISION=--bf16
 
-driver="./bin/ckProfiler"
-
-VERIFY="-v $1"
-INIT=$2
-NREPEAT=$3
-
 #### 2 - MIN,  3 - MAX,  4 - AMAX
 Operations="2 4"
 
@@ -20,19 +17,19 @@ for op in $Operations; do
     for use_idx in 0 1; do
         set -x
         #######        datatype   layout          reduce dims  op     use index    verify  init  repeats
-        $driver reduce $PRECISION -D 64,4,280,82  -R 0,1,2,3   -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 64,4,280,82  -R 0         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 64,4,280,82  -R 1         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 64,4,280,82  -R 2         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 64,4,280,82  -R 3         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 64,4,280,82  -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 64,4,280,82  -R 1,2,3     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 64,4,280,82  -R 0,2,3     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 64,4,280,82  -R 0,1,3     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,22960    -R 0         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,22960    -R 1         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 4,1469440    -R 0         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 4,1469440    -R 1         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 64,4,280,82  -R 0,1,2,3   -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 64,4,280,82  -R 0         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 64,4,280,82  -R 1         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 64,4,280,82  -R 2         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 64,4,280,82  -R 3         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 64,4,280,82  -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 64,4,280,82  -R 1,2,3     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 64,4,280,82  -R 0,2,3     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 64,4,280,82  -R 0,1,3     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,22960    -R 0         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,22960    -R 1         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 4,1469440    -R 0         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 4,1469440    -R 1         -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
         set +x
     done
 done
@@ -44,29 +41,29 @@ for op in $Operations; do
     for use_idx in 0 1; do
         set -x
         #######        datatype   layout             reduce dims  op     use index    verify  init  repeats
-        $driver reduce $PRECISION -D 256,14,14,1024  -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,28,28,128   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,58,58,128   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,7,7,2048    -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,14,14,256   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,30,30,256   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,56,56,256   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,16,16,512   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,28,28,512   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,7,7,512     -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,56,56,64    -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 256,230,230,3   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 128,14,14,1024  -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 128,28,28,128   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 128,58,58,128   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 128,7,7,2048    -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 128,14,14,256   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 128,30,30,256   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 128,56,56,256   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 128,16,16,512   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 128,28,28,512   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 128,7,7,512     -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
-        $driver reduce $PRECISION -D 128,56,56,64    -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,14,14,1024  -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,28,28,128   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,58,58,128   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,7,7,2048    -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,14,14,256   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,30,30,256   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,56,56,256   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,16,16,512   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,28,28,512   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,7,7,512     -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,56,56,64    -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 256,230,230,3   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 128,14,14,1024  -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 128,28,28,128   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 128,58,58,128   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 128,7,7,2048    -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 128,14,14,256   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 128,30,30,256   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 128,56,56,256   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 128,16,16,512   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 128,28,28,512   -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 128,7,7,512     -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
+        $DRIVER reduce $PRECISION -D 128,56,56,64    -R 0,1,2     -O $op -I $use_idx  $VERIFY $INIT $NREPEAT
         set +x
     done
 done 
diff --git a/script/profile_resnet50.sh b/script/profile_resnet50.sh
new file mode 100755
index 0000000000..c92bc01348
--- /dev/null
+++ b/script/profile_resnet50.sh
@@ -0,0 +1,171 @@
+#!/bin/bash
+
+## GPU visibility
+export HIP_VISIBLE_DEVICES=0
+DRIVER="../build/bin/ckProfiler"
+OP=$1
+DATATYPE=$2
+IN_LAYOUT=$3
+WEI_LAYOUT=$4
+OUT_LAYOUT=$5
+VERIFY=$6
+INIT=$7
+LOG=$8
+REPEAT=$9
+N=${10}
+
+# test
+########  op  datatype  in_layout   wei_layout  out_layout  verify  init  log  repeat  N__ K___ C___ Y X Hi__ Wi__ Strides Dilations LeftPads RightPads  Desired_grid_size__
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  128  256  192 3 3   71   71     2 2       1 1      1 1       1 1   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  128  256  256 3 3   30   30    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  128  256  256 3 3   28   28    2  2      1  1     1  1      1  1   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  128 1024  256 1 1   14   14    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+
+# Resnet50 (no duplicated layer)
+########  op  datatype  in_layout   wei_layout  out_layout  verify  init  log  repeat  N__ K___ C___ Y X Hi__ Wi__ Strides Dilations LeftPads RightPads
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14   14     1 1       1 1      0 0       0 0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 1024 1 1   14   14     1 1       1 1      0 0       0 0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   28   28     1 1       1 1      1 1       1 1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28   28     1 1       1 1      0 0       0 0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   56   56     2 2       1 1      1 1       1 1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 2048 1 1    7    7     1 1       1 1      0 0       0 0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14   14     1 1       1 1      0 0       0 0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14   14     1 1       1 1      1 1       1 1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   28   28     2 2       1 1      1 1       1 1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  256 1 1   56   56     1 1       1 1      0 0       0 0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64  256 1 1   56   56     1 1       1 1      0 0       0 0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3   14   14     2 2       1 1      1 1       1 1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  512 1 1   28   28     1 1       1 1      0 0       0 0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  512 1 1   28   28     1 1       1 1      0 0       0 0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048  512 1 1    7    7     1 1       1 1      0 0       0 0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3    7    7     1 1       1 1      1 1       1 1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256   64 1 1   56   56     1 1       1 1      0 0       0 0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 1 1   56   56     1 1       1 1      0 0       0 0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 3 3   56   56     1 1       1 1      1 1       1 1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64    3 7 7  224  224     2 2       1 1      3 3       3 3
+
+# Resnet50 fusion
+####### op_________________    datatype  in_layout   wei_layout  out_layout  verify  init  log  repeat    N__  K___ C_ Y X  Hi_ Wi__ Strides Dilations LeftPads RightPads
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64    3 7 7  224 224    2   2     1   1    3   3     3   3
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 1 1   56  56    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 3 3   56  56    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256   64 1 1   56  56    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64  256 1 1   56  56    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 3 3   56  56    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256   64 1 1   56  56    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64  256 1 1   56  56    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 3 3   56  56    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256   64 1 1   56  56    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  256 1 1   56  56    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   56  56    2   2     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28  28    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  512 1 1   28  28    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   28  28    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28  28    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  512 1 1   28  28    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   28  28    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28  28    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  512 1 1   28  28    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   28  28    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28  28    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  512 1 1   28  28    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   28  28    2   2     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14  14    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14  14    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14  14    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14  14    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14  14    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14  14    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14  14    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14  14    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14  14    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14  14    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14  14    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14  14    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14  14    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14  14    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14  14    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14  14    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 1024 1 1   14  14    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3   14  14    2   2     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048  512 1 1    7   7    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 2048 1 1    7   7    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3    7   7    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048  512 1 1    7   7    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 2048 1 1    7   7    1   1     1   1    0   0     0   0
+$DRIVER conv_fwd_bias_relu     $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3    7   7    1   1     1   1    1   1     1   1
+$DRIVER conv_fwd_bias_relu_add $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048  512 1 1    7   7    1   1     1   1    0   0     0   0
+
+
+# Resnet50
+########  op  datatype  in_layout   wei_layout  out_layout  verify  init  log  repeat  N__ K___ C___ Y X Hi__ Wi__ Strides Dilations LeftPads RightPads  Desired_grid_size__
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048 1024 1 1   14   14    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256 1024 1 1   14   14    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 1024 1 1   14   14    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   28   28    1  1      1  1     1  1      1  1   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  128 1 1   28   28    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  128 3 3   58   58    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512 2048 1 1    7    7    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  256 1 1   14   14    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   14   14    1  1      1  1     1  1      1  1   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  256 3 3   30   30    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  256 1 1   56   56    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  256 1 1   56   56    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64  256 1 1   56   56    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3   16   16    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 1024  512 1 1   28   28    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  128  512 1 1   28   28    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256  512 1 1   28   28    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N 2048  512 1 1    7    7    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  512  512 3 3    7    7    1  1      1  1     1  1      1  1   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N  256   64 1 1   56   56    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 1 1   56   56    1  1      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64   64 3 3   56   56    1  1      1  1     1  1      1  1   $DESIRED_GRID_SIZE
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT   $N   64    3 7 7  230  230    2  2      1  1     0  0      0  0   $DESIRED_GRID_SIZE
+
+# SSD
+########  op  datatype  in_layout   wei_layout  out_layout  verify  init  log  repeat  N__ K___ C___ Y X Hi__ Wi__ Strides Dilations LeftPads RightPads  Desired_grid_size__
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64    3 7 7  300  300   2   2     1   1    3   3     3   3
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64   64 3 3   75   75   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64   64 3 3   75   75   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64   64 3 3   75   75   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64   64 3 3   75   75   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64   64 3 3   75   75   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120   64   64 3 3   75   75   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128   64 1 1   75   75   2   2     1   1    0   0     0   0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128   64 3 3   75   75   2   2     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  128 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  128 1 1   38   38   1   1     1   1    0   0     0   0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  128 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  256 1 1   38   38   1   1     1   1    0   0     0   0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  512  256 3 3   38   38   2   2     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  512 1 1   19   19   1   1     1   1    0   0     0   0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  512  256 3 3   19   19   2   2     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  512 1 1   10   10   1   1     1   1    0   0     0   0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  128 3 3   10   10   2   2     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  256 1 1    5    5   1   1     1   1    0   0     0   0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  128 3 3    5    5   1   1     1   1    0   0     0   0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  128  256 1 1    3    3   1   1     1   1    0   0     0   0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  256  128 3 3    3    3   1   1     1   1    0   0     0   0
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  340  256 3 3   38   38   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  510  512 3 3   19   19   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  510  512 3 3   10   10   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  510  256 3 3    5    5   1   1     1   1    1   1     1   1
+#$DRIVER $OP $DATATYPE $IN_LAYOUT  $WEI_LAYOUT $OUT_LAYOUT $VERIFY $INIT $LOG $REPEAT  120  340  256 3 3    3    3   1   1     1   1    1   1     1   1
diff --git a/script/run_full_performance_tests.sh b/script/run_full_performance_tests.sh
new file mode 100755
index 0000000000..e4cdab558e
--- /dev/null
+++ b/script/run_full_performance_tests.sh
@@ -0,0 +1,124 @@
+#!/bin/bash 
+#
+# in order to run this script you'd first need to build the ckProfiler executable in ../build/bin/
+# and make sure the following python packages are installed in your environment:
+
+pip3 install --upgrade pip
+pip3 install sqlalchemy pymysql pandas sshtunnel
+
+# you would also need to set up some environment variables in order to 
+# post your new test results to the database and compare them to the baseline
+# please contact Illia.Silin@amd.com for more details
+#
+# run the script as "./run_full_performance_tests.sh <tag for your test environment>
+
+#get the test environment type:
+export env_type=$1
+echo 'Environment type ' $env_type
+
+function print_log_header(){
+	rm -f $1;
+	git status | grep -e 'On branch' > $1;
+	echo -n 'Node name: ' >>$1; hostname >> $1;
+	#get GPU_arch and number of compute units from rocminfo
+	echo -n "GPU_arch: " >> $1; rocminfo | grep "Name:" | grep "gfx" >> $1;
+	rocminfo | grep "Compute Unit:" >> $1;
+	hipcc --version | grep -e 'HIP version'  >> $1;
+	echo 'Environment type: ' $2 >>$1;
+	/opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> $1;
+}
+
+#run gemm tests
+export gemm_log="perf_gemm.log"
+print_log_header $gemm_log $env_type
+./profile_gemm.sh gemm 0 0 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 1 0 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 2 0 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 3 0 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 0 1 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 1 1 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 2 1 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 3 1 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 0 2 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 1 2 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 2 2 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 3 2 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 0 3 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 1 3 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 2 3 0 1 0 5 | tee -a $gemm_log
+./profile_gemm.sh gemm 3 3 0 1 0 5 | tee -a $gemm_log
+python3 process_perf_data.py $gemm_log
+
+#run resnet50 tests
+export resnet256_log="perf_resnet50_N256.log"
+print_log_header $resnet256_log $env_type
+./profile_resnet50.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 256 | tee -a $resnet256_log
+python3 process_perf_data.py $resnet256_log
+export resnet4_log="perf_resnet50_N4.log"
+print_log_header $resnet4_log $env_type
+./profile_resnet50.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 4 | tee -a $resnet4_log
+python3 process_perf_data.py $resnet4_log
+
+#run batched_gemm tests
+export batched_gemm_log="perf_batched_gemm.log"
+print_log_header $batched_gemm_log $env_type
+./profile_batched_gemm.sh batched_gemm 0 0 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 0 1 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 0 2 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 0 3 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 1 0 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 1 1 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 1 2 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 1 3 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 2 0 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 2 1 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 2 2 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 2 3 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 3 0 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 3 1 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 3 2 0 2 0 5 | tee -a $batched_gemm_log
+./profile_batched_gemm.sh batched_gemm 3 3 0 2 0 5 | tee -a $batched_gemm_log
+python3 process_perf_data.py $batched_gemm_log
+
+#run grouped_gemm tests
+export grouped_gemm_log="perf_grouped_gemm.log"
+print_log_header $grouped_gemm_log $env_type
+./profile_grouped_gemm.sh grouped_gemm 1 0 0 2 0 5 | tee -a $grouped_gemm_log
+./profile_grouped_gemm.sh grouped_gemm 1 1 0 2 0 5 | tee -a $grouped_gemm_log
+./profile_grouped_gemm.sh grouped_gemm 1 2 0 2 0 5 | tee -a $grouped_gemm_log
+./profile_grouped_gemm.sh grouped_gemm 1 3 0 2 0 5 | tee -a $grouped_gemm_log
+python3 process_perf_data.py $grouped_gemm_log
+
+#run fwd_conv tests
+export fwd_conv_log="perf_fwd_conv.log"
+print_log_header $fwd_conv_log $env_type
+./profile_conv.sh conv_fwd 0 1 0 2 0 5 2 256 | tee -a $fwd_conv_log
+./profile_conv.sh conv_fwd 1 1 0 2 0 5 2 256 | tee -a $fwd_conv_log
+./profile_conv.sh conv_fwd 2 1 0 2 0 5 2 256 | tee -a $fwd_conv_log
+./profile_conv.sh conv_fwd 3 1 0 2 0 5 2 256 | tee -a $fwd_conv_log
+python3 process_perf_data.py $fwd_conv_log
+
+#run bwd_conv tests
+export bwd_conv_log="perf_bwd_conv.log"
+print_log_header $bwd_conv_log $env_type
+./profile_conv.sh conv2d_bwd_data 0 1 1 1 0 2 0 5 128 | tee -a $bwd_conv_log
+./profile_conv.sh conv2d_bwd_data 1 1 1 1 0 2 0 5 128 | tee -a $bwd_conv_log
+./profile_conv.sh conv2d_bwd_data 2 1 1 1 0 2 0 5 128 | tee -a $bwd_conv_log
+./profile_conv.sh conv2d_bwd_data 3 1 1 1 0 2 0 5 128 | tee -a $bwd_conv_log
+python3 process_perf_data.py $bwd_conv_log
+
+#run fusion tests
+export fusion_log="perf_fusion.log"
+print_log_header $fusion_log $env_type
+./profile_gemm_bias_relu_add.sh gemm_bias_relu_add 1 0 0 2 0 5 | tee -a $fusion_log
+./profile_gemm_bias_relu_add.sh gemm_bias_relu_add 1 1 0 2 0 5 | tee -a $fusion_log
+./profile_gemm_bias_relu_add.sh gemm_bias_relu_add 1 2 0 2 0 5 | tee -a $fusion_log
+./profile_gemm_bias_relu_add.sh gemm_bias_relu_add 1 3 0 2 0 5 | tee -a $fusion_log
+python3 process_perf_data.py $fusion_log
+
+#run reduction tests
+export reduction_log="perf_reduction.log"
+print_log_header $reduction_log $env_type
+./profile_reduce_with_index.sh 0 2 10 --half | tee -a $reduction_log
+./profile_reduce_no_index.sh 0 2 10 --half | tee -a $reduction_log
+python3 process_perf_data.py $reduction_log
\ No newline at end of file
diff --git a/script/run_performance_tests.sh b/script/run_performance_tests.sh
index 95d63d0ffe..857b2ac9b4 100755
--- a/script/run_performance_tests.sh
+++ b/script/run_performance_tests.sh
@@ -10,17 +10,27 @@ pip3 install sqlalchemy pymysql pandas sshtunnel
 # post your new test results to the database and compare them to the baseline
 # please contact Illia.Silin@amd.com for more details
 #
+# run the script as "./run_performance_tests.sh <tag for your test environment>
 
+#get the test environment type:
+export env_type=$1
+echo 'Environment type ' $env_type
+
+function print_log_header(){
+	rm -f $1;
+	git status | grep -e 'On branch' > $1;
+	echo -n 'Node name: ' >>$1; hostname >> $1;
+	#get GPU_arch and number of compute units from rocminfo
+	echo -n "GPU_arch: " >> $1; rocminfo | grep "Name:" | grep "gfx" >> $1;
+	rocminfo | grep "Compute Unit:" >> $1;
+	hipcc --version | grep -e 'HIP version'  >> $1;
+	echo 'Environment type: ' $2 >>$1;
+	/opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> $1;
+}
+#run gemm tests
 export gemm_log="perf_gemm.log"
-rm -f $gemm_log
-git status | grep -e 'On branch' > ${gemm_log}
-echo -n 'Node name: ' >>${gemm_log}; hostname >> ${gemm_log}
-#get GPU_arch and number of compute units from rocminfo
-echo -n "GPU_arch: " >> ${gemm_log}; rocminfo | grep "Name:" | grep "gfx" >> ${gemm_log} 
-rocminfo | grep "Compute Unit:" >> ${gemm_log} 
-hipcc --version | grep -e 'HIP version'  >> ${gemm_log}
-/opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> ${gemm_log}
-./profile_gemm.sh gemm 0 0 0 1 0 5 | tee -a ${gemm_log}
+print_log_header $gemm_log $env_type
+./profile_gemm.sh gemm 0 0 0 1 0 5 | tee -a $gemm_log
 ./profile_gemm.sh gemm 1 0 0 1 0 5 | tee -a $gemm_log
 ./profile_gemm.sh gemm 2 0 0 1 0 5 | tee -a $gemm_log
 ./profile_gemm.sh gemm 3 0 0 1 0 5 | tee -a $gemm_log
@@ -36,22 +46,14 @@ hipcc --version | grep -e 'HIP version'  >> ${gemm_log}
 ./profile_gemm.sh gemm 1 3 0 1 0 5 | tee -a $gemm_log
 ./profile_gemm.sh gemm 2 3 0 1 0 5 | tee -a $gemm_log
 ./profile_gemm.sh gemm 3 3 0 1 0 5 | tee -a $gemm_log
-
-python3 parse_perf_data.py ${gemm_log}
+python3 process_perf_data.py $gemm_log
 
 #run resnet50 test
-export resnet_log="perf_resnet50.log"
-rm -f $resnet_log
-git status | grep -e 'On branch' > ${resnet_log}
-echo -n 'Node name: '>>${resnet_log}; hostname >>${resnet_log}
-#get GPU_arch and number of compute units from rocminfo
-echo -n "GPU_arch: " >> ${resnet_log}; rocminfo | grep "Name:" | grep "gfx" >> ${resnet_log}
-rocminfo | grep "Compute Unit:" >> ${resnet_log} 
-hipcc --version | grep -e 'HIP version'  >> ${resnet_log}
-/opt/rocm/bin/amdclang++ --version | grep -e 'InstalledDir' >> ${resnet_log}
-#first run tests with N=256
-./profile_conv.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 256 | tee -a ${resnet_log}
-#then run with N=4
-./profile_conv.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 4 | tee -a ${resnet_log}
-#the script will put the results from N=256 and N=4 runs into separate tables
-python3 parse_perf_data.py ${resnet_log}
+export resnet256_log="perf_resnet50_N256.log"
+print_log_header $resnet256_log $env_type
+./profile_resnet50.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 256 | tee -a $resnet256_log
+python3 process_perf_data.py $resnet256_log
+export resnet4_log="perf_resnet50_N4.log"
+print_log_header $resnet4_log $env_type
+./profile_resnet50.sh conv_fwd_bias_relu 1 1 1 1 0 2 0 1 4 | tee -a $resnet4_log
+python3 process_perf_data.py $resnet4_log