diff --git a/.github/ci_script/combine_log.py b/.github/ci_script/combine_log.py
deleted file mode 100644
index 05a8a973c..000000000
--- a/.github/ci_script/combine_log.py
+++ /dev/null
@@ -1,46 +0,0 @@
-import time
-import sys
-import os
-'''
-  Get info.
-    output_path: the target file that you want to combine sub log with.
-    list_path: the list of sub log name. When it is updated, the correspondding file will be add to output tail.
-    list_dir_path: the dir path where sub logs stored.
-    status_path: the path of status file. When status file is written to "success" or "fail", exit script.
-'''
-
-output_path = sys.argv[1]
-list_path = sys.argv[2]
-list_dir_path = sys.argv[3]
-status_path = sys.argv[4]
-
-if __name__ == '__main__':
-    # list_pos stores the last position that pointer of list file pointed to.
-    list_pos = 0
-    while True:
-        list_file = open(list_path, 'r')
-        list_file.seek(list_pos)
-        # read all lines starting from list_pos.
-        items = list_file.readlines()
-        # update list_pos
-        list_pos = list_file.tell()
-        # if read any line
-        if items is not None:
-            items.sort()
-            for item in items:
-                sub_path = item.strip()
-                if sub_path != "":
-                    file_name = list_dir_path + '/' + sub_path
-                    # while True:
-                    if os.path.exists(file_name):
-                        os.system('cat ' + file_name + ' >> ' + output_path)
-                        # break
-        # check status_file, when read "success" or "fail" exit cycle, or else, sleep some seconds and start from beginning.
-        status_file = open(status_path)
-        status = status_file.readline().strip()
-        status_file.close()
-        if "fail" in status or "success" in status or "Success" in status or "Fail" in status or "error" in status or "Error" in status:
-            break
-        else:
-            time.sleep(2)
-
diff --git a/.github/ci_script/file_guard.py b/.github/ci_script/file_guard.py
deleted file mode 100644
index 527f86b9e..000000000
--- a/.github/ci_script/file_guard.py
+++ /dev/null
@@ -1,32 +0,0 @@
-import time
-import sys
-import os
-guard_status_file = sys.argv[1]
-guard_log_file = sys.argv[2]
-
-if __name__ == '__main__':
-    # where stores the last position that pointer pointed to.
-    where= 0
-    while True:
-        file = open(guard_log_file, "r")
-        file.seek(where)
-        # if read any lines, call system echo to print each line.
-        for line in file.readlines():
-            new_line = line.strip().replace("\'", "_").replace("\"", "_")
-            os.system('echo ' + "'%s'" % new_line)
-        # update where
-        where = file.tell()
-        file.close()
-        # check status, end process when read "success" or "fail"
-        status_file = open(guard_status_file, "r")
-        line = status_file.readline().strip()
-        status_file.close()
-        if "success" in line or "Success" in line:
-            print("Task success.")
-            break
-        elif "fail" in line or "Fail" in line or "error" in line or "Error" in line:
-            print("Task Fail.")
-            exit(-1)
-        # sleep for a while
-        time.sleep(2)
-
diff --git a/.github/ci_script/mlu-ops-all_system_test_script.sh b/.github/ci_script/mlu-ops-all_system_test_script.sh
deleted file mode 100644
index 695ac36a6..000000000
--- a/.github/ci_script/mlu-ops-all_system_test_script.sh
+++ /dev/null
@@ -1,77 +0,0 @@
-# /bin/bash
-# get PR id
-pr_id="ALLSYSTEM"
-
-# generate time stamp
-current=`date "+%Y-%m-%d %H:%M:%S"`
-timeStamp=`date -d "$current" +%s` 
-currentTimeStamp=$((timeStamp*1000+10#`date "+%N"`/1000000))
-
-# temporally set to mlu370
-card_type="MLU370-S4"
-
-# default repo name
-repo_name="mlu-ops"
-
-# repo ci root path
-repo_root="~/${repo_name}_ci/"
-if [ ! -d $repo_root ];then
-    mkdir $repo_root
-fi
-
-# repo ci requests path
-requests_path="$repo_root/requests"
-if [ ! -d $requests_path ];then
-    mkdir $requests_path
-fi
-
-# gen name of this ci
-request_name="${repo_name}_${pr_id}_${currentTimeStamp}_${card_type}"
-
-# gen file and dir for this request
-request_root="$repo_root/$request_name/"
-sub_logs_path="$request_root/sub_logs/"
-
-if [ ! -d $request_root ];then
-    mkdir $request_root
-fi
-
-if [ ! -d $sub_logs_path ];then
-    mkdir $sub_logs_path
-fi
-
-echo "working" > "$request_root/status"
-chmod o+w "$request_root/status"
-
-if [ ! -f  "$request_root/log" ];then
-	touch "$request_root/log"
-fi
-
-chmod o+w "$request_root/log"
-  
-if [ ! -f "$request_root/log_list" ];then
-    touch "$request_root/log_list"
-fi
-
-chmod o+w "$request_root/log_list"
-
-# gen request file.
-echo "${repo_name},${pr_id},${currentTimeStamp},${card_type}" > "$requests_path/${request_name}"
-
-# start script
-python3 .github/ci_script/file_guard.py "$request_root/status" "$request_root/log" &
-python3 .github/ci_script/combine_log.py "$request_root/log" "$request_root/log_list" "$request_root/sub_logs" "$request_root/status" &
-
-wait
-
-status=$( head -n +1 ${request_root}/status )
-
-if [ "$status" != "success" ];then
-    return_info=$( sed -n 2p ${request_root}/status )
-    echo "${return_info}"
-    exit -1
-else
-    return_info=$( sed -n 2p ${request_root}/status )
-    echo "${return_info}"
-    exit 0
-fi
diff --git a/.github/ci_script/mlu-ops-ci_script.sh b/.github/ci_script/mlu-ops-ci_script.sh
deleted file mode 100644
index 1b9103d95..000000000
--- a/.github/ci_script/mlu-ops-ci_script.sh
+++ /dev/null
@@ -1,93 +0,0 @@
-# /bin/bash
-# get PR id
-PR_string=$(echo $GITHUB_REF | grep -Eo "/[0-9]*/")
-pr_id=(${PR_string//// })
-
-# generate time stamp
-current=`date "+%Y-%m-%d %H:%M:%S"`
-timeStamp=`date -d "$current" +%s` 
-currentTimeStamp=$((timeStamp*1000+10#`date "+%N"`/1000000))
-
-# temporally set to mlu370
-card_type="MLU370-S4"
-
-# default repo name
-repo_name="mlu-ops"
-
-# repo ci root path
-repo_root="/home/user/${repo_name}_ci/"
-if [ ! -d $repo_root ];then
-    mkdir $repo_root
-fi
-# repo ci requests path
-requests_path="$repo_root/requests"
-if [ ! -d $requests_path ];then
-    mkdir $requests_path
-fi
-
-# gen name of this ci
-request_name="${repo_name}_${pr_id}_${currentTimeStamp}_${card_type}.rqt"
-
-# gen file and dir for this request
-request_root="$repo_root/$request_name/"
-sub_logs_path="$request_root/sub_logs/"
-
-
-# echo "${repo_root}"
-# echo "${requests_path}"
-# echo "${request_root}"
-
-if [ ! -d $request_root ];then
-    mkdir $request_root
-fi
-
-if [ ! -d $sub_logs_path ];then
-    mkdir $sub_logs_path
-fi
-
-echo "working" > "$request_root/status"
-chmod o+w "$request_root/status"
-
-if [ ! -f  "$request_root/log" ];then
-	touch "$request_root/log"
-fi
-
-chmod o+w "$request_root/log"
-  
-if [ ! -f "$request_root/log_list" ];then
-    touch "$request_root/log_list"
-fi
-
-chmod o+w "$request_root/log_list"
-
-# gen request file.
-# echo "${repo_name},${pr_id},${currentTimeStamp},${card_type}" > "$requests_path/${request_name}"
-
-echo "repo:${repo_name}" > "$requests_path/${request_name}"
-
-echo "pr_id:${pr_id}" >> "$requests_path/${request_name}"
-
-echo "timestamp:${currentTimeStamp}" >> "$requests_path/${request_name}"
-
-# change dir group for server and client, or when server/client try to delete request, ftp may raise error.
-
-#chgrp -R ftpuser $request_root
-#chgrp -R ftpuser $requests_path
-
-# start script
-python3 .github/ci_script/file_guard.py "$request_root/status" "$request_root/log" &
-python3 .github/ci_script/combine_log.py "$request_root/log" "$request_root/log_list" "$request_root/sub_logs" "$request_root/status" &
-
-wait
-
-# status=$(cat ${request_root}/status)
-
-status=$( head -n +1 ${request_root}/status )
-
-if [ "$status" != "success" ];then
-    cat ${request_root}/status
-    exit -1
-else
-    cat ${request_root}/status
-    exit 0
-fi
diff --git a/.github/scripts/invoke_ci_test.sh b/.github/scripts/invoke_ci_test.sh
new file mode 100644
index 000000000..bf3d55407
--- /dev/null
+++ b/.github/scripts/invoke_ci_test.sh
@@ -0,0 +1,20 @@
+# /bin/bash
+# get PR id
+github_ref=$(echo $GITHUB_REF | grep -Eo "/[0-9]*/")
+pr_id=(${github_ref//// })
+
+# generate time stamp
+current_time=`date "+%Y-%m-%d %H:%M:%S"`
+timestamp_string=`date -d "${current_time}" +%s` 
+current_timestamp=$((timestamp_string*1000+10#`date "+%N"`/1000000))
+ 
+# temporally set to mlu370
+card_type="MLU370-S4"
+
+# default repo name
+repo_name="mlu-ops"
+
+github_user=${GITHUB_ACTOR}
+
+# start script
+python3 .github/scripts/run_ci_test.py ${repo_name} ${github_user} ${pr_id} ${current_timestamp}
\ No newline at end of file
diff --git a/.github/scripts/run_ci_test.py b/.github/scripts/run_ci_test.py
new file mode 100644
index 000000000..00cf5e1b6
--- /dev/null
+++ b/.github/scripts/run_ci_test.py
@@ -0,0 +1,51 @@
+import requests
+import json
+import time
+import sys
+
+local_communication_port = 12547
+
+params = sys.argv
+try:
+    repo = params[1]
+    user = params[2]
+    pr_id = params[3]
+    timestamp = params[4]
+except Exception as e:
+    print("Got some wrong with input params. Test fail.")
+    exit(-1)
+
+json_obj = {
+    "timestamp": timestamp,
+    "repo": repo,
+    "pr_id": pr_id,
+    "trigger_type": "ci",
+    "trigger_id": user,
+    "repeat_times": "3",
+    "status": "running"
+}
+local_test_server = "http://localhost:" + str(local_communication_port)
+
+# invoke test
+response = requests.post(local_test_server, json=json_obj)
+# get internal id
+task_obj = json.loads(response.text)
+
+try:
+    while 1:
+        response = requests.get(local_test_server + "/aiming=get_status&id=" + task_obj["id"])
+        result = json.loads(response.text)
+        if "success" in result["status"] or "fail" in result["status"] or "error" in result["status"] or "stable" in result["status"]:
+            print(result["log"])
+            print(result["status"])
+            response = requests.get(local_test_server + "/aiming=end_job&id=" + task_obj["id"])
+            if "success" in result["status"]:
+                exit(0)
+            else:
+                exit(-1)
+            break
+        time.sleep(10)
+except Exception as e:
+    print(e)
+    print("Got internal error while invoking test. Since we can not reboot this test, you should rerun this test in github.")
+    exit(-1)
diff --git a/.github/workflows/mluops_all_system_ci.discard b/.github/workflows/mluops_all_system_ci.discard
deleted file mode 100644
index a63f73d96..000000000
--- a/.github/workflows/mluops_all_system_ci.discard
+++ /dev/null
@@ -1,59 +0,0 @@
-name: mluops_all_system_test
-
-on:
-  push:
-    branches: [master, r*]
-    paths:
-      - 'CMakeLists.txt'
-      - 'independent_build.sh'
-      - 'build.sh'
-      - 'build.property'
-      - 'test/mlu_op_gtest/CMakeLists.txt'
-      - 'cmake/*'
-      - 'CMakeLists.txt'
-    tags:
-      - v*
-  pull_request:
-    branches: [master, r*]
-    paths:
-      - '.github/workflows/mluops_all_system_ci.yaml'
-      - 'CMakeLists.txt'
-      - 'independent_build.sh'
-      - 'build.sh'
-      - 'build.property'
-      - 'test/mlu_op_gtest/CMakeLists.txt'
-      - 'cmake/*'
-      - 'CMakeLists.txt'
-
-jobs:
-  test:
-    strategy:
-      matrix:
-        runner: [mlu370-m8]
-        mlu_ops_version : [1.3.0]
-        cntoolkit_version : [3.14.0]
-        cnnl_version: [1.26.6]
-        os: [ubuntu20.04, centos7, centos8, kylin10, ubuntu22.04]
-    runs-on: ${{matrix.runner}}
-    steps:
-      - uses: actions/checkout@v3
-        with:
-          submodules: 'true'
-
-      - name: pull_images
-        run: |
-          docker pull docker-user.extrotec.com:30080/mlu-ops/mluops_ci:devel-x86_64-${{matrix.os}}-cntoolkit${{matrix.cntoolkit_version}}-cnnl${{matrix.cnnl_version}}
-
-      - name: build_mlu_ops
-        run: >
-          docker run --rm -v $(pwd):/work -w /work docker-user.extrotec.com:30080/mlu-ops/mluops_ci:devel-x86_64-${{matrix.os}}-cntoolkit${{matrix.cntoolkit_version}}-cnnl${{matrix.cnnl_version}}
-          ./build.sh
-
-      - name: mlu_ops_version_check
-        run: >
-          docker run --rm -v $(pwd):/work -w /work docker-user.extrotec.com:30080/mlu-ops/mluops_ci:devel-x86_64-${{matrix.os}}-cntoolkit${{matrix.cntoolkit_version}}-cnnl${{matrix.cnnl_version}}
-          bash version_check.sh ${{matrix.mlu_ops_version}}
-
-      - name: clean
-        run: |
-          rm -rf build
diff --git a/.github/workflows/mluops_ci.yaml b/.github/workflows/mluops_ci.yaml
index 1c885db82..9792ebfcd 100644
--- a/.github/workflows/mluops_ci.yaml
+++ b/.github/workflows/mluops_ci.yaml
@@ -48,4 +48,4 @@ jobs:
 
       - name: run_mlu_ops_ci
         run: >
-          bash .github/ci_script/mlu-ops-ci_script.sh
+            bash .github/scripts/invoke_ci_test.sh