diff --git a/backends/metax_gpu/tests/CMakeLists.txt b/backends/metax_gpu/tests/CMakeLists.txt
index 795a3c5b8ac..ded54233f24 100755
--- a/backends/metax_gpu/tests/CMakeLists.txt
+++ b/backends/metax_gpu/tests/CMakeLists.txt
@@ -11,117 +11,95 @@ set(METAX_UNIT_TEST_PATH ${CMAKE_CURRENT_LIST_DIR}/unit_test)
 
 file(GLOB_RECURSE PYTHON_TEST_SCRIPTS "${METAX_UNIT_TEST_PATH}/*.py")
 
-list(
-  APPEND
-  PYTHON_TEST_SCRIPTS
-  ${PADDLE_LEGACY_TEST_PATH}/test_accuracy_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_tril_triu_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_where_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_split_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_fill_constant_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_empty_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_sign_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_cast_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_index_add_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_unbind_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_put_along_axis_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_layer_norm_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_maximum_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_accuracy_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_strided_slice_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_sum_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_set_value_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_flatten_contiguous_range_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_top_k_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_subtract_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_softmax_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_cumsum_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_greater_equal_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_elementwise_div_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_top_k_v2_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_stack_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_one_hot_v2_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_fill_any_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_gather_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_reshape_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_index_put_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_bitwise_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_max_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_pad_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_elementwise_pow_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_uniform_random_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_scatter_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_cast_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_zeros_like_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_compare_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_shape_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_tril_triu_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_slice_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_elementwise_add_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_index_put_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_bincount_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_assign_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_logical_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_squared_l2_norm_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_mean_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_fused_bias_act_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_expand_v2_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_adamw_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_gather_nd_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_concat_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_scatter_nd_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_elementwise_floordiv_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_elementwise_mul_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_transpose_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_einsum_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_randint_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_c_embedding_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_numel_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_scale_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_softmax_with_cross_entropy_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_full_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_scatter_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_clip_op.py)
-
-list(
-  REMOVE_ITEM
-  PYTHON_TEST_SCRIPTS
-  # 精度问题
-  ${PADDLE_LEGACY_TEST_PATH}/test_sum_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_max_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_cumsum_op.py
-  # core.cudnnversion
-  ${PADDLE_LEGACY_TEST_PATH}/test_softmax_with_cross_entropy_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_softmax_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_elementwise_add_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_gather_op.py
-  # op_test.py 里 self._get_places()接口的适配问题
-  ${PADDLE_LEGACY_TEST_PATH}/test_elementwise_pow_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_layer_norm_op.py
-  # device == "gpu" 适配问题
-  ${PADDLE_LEGACY_TEST_PATH}/test_index_add_op.py
-  # paddle-gpu 报错一致
-  ${PADDLE_LEGACY_TEST_PATH}/test_elementwise_div_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_stack_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_logical_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_mean_op.py
-  # paddle.device.cuda.get_device_properties
-  ${PADDLE_LEGACY_TEST_PATH}/test_transpose_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_randint_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_uniform_random_op.py
-  # needs check_grad with fp64 precision
-  ${PADDLE_LEGACY_TEST_PATH}/test_c_embedding_op.py
-  # CUDAPinnedPlace 问题
-  ${PADDLE_LEGACY_TEST_PATH}/test_slice_op.py
-  ${PADDLE_LEGACY_TEST_PATH}/test_compare_op.py)
+if(NOT TEST_LIST_FILE)
+  message(
+    STATUS
+      "<TEST_LIST_FILE> is not set, default test list [ ${CMAKE_CURRENT_LIST_DIR}/default.txt ] will be used."
+  )
+  file(STRINGS ${CMAKE_CURRENT_LIST_DIR}/default.txt TEST_PROGRAMS)
+
+else()
+  if(NOT EXISTS ${TEST_LIST_FILE})
+    message(FATAL_ERROR "<TEST_LIST_FILE> is not exist, please check it again.")
+  endif()
+
+  file(STRINGS ${TEST_LIST_FILE} TEST_PROGRAMS)
+
+  if(NOT TEST_PROGRAMS)
+    message(FATAL_ERROR "<TEST_LIST_FILE> is empty.")
+  endif()
+
+  set(PYTHON_TEST_SCRIPTS "")
+endif()
+
+foreach(test_name ${TEST_PROGRAMS})
+  set(CURRENT_TEST_PROGRAM ${PADDLE_LEGACY_TEST_PATH}/${test_name}.py)
+  if(NOT EXISTS ${CURRENT_TEST_PROGRAM})
+    message(WARNING "${CURRENT_TEST_PROGRAM} is not exist, skip it.")
+  else()
+    list(APPEND PYTHON_TEST_SCRIPTS ${CURRENT_TEST_PROGRAM})
+  endif()
+endforeach()
 
 list(REMOVE_DUPLICATES PYTHON_TEST_SCRIPTS)
+
+if(NOT TEST_LIST_FILE)
+  list(
+    REMOVE_ITEM
+    PYTHON_TEST_SCRIPTS
+    # 精度问题
+    ${PADDLE_LEGACY_TEST_PATH}/test_sum_op.py
+    ${PADDLE_LEGACY_TEST_PATH}/test_max_op.py
+    ${PADDLE_LEGACY_TEST_PATH}/test_cumsum_op.py
+    # core.cudnnversion
+    ${PADDLE_LEGACY_TEST_PATH}/test_softmax_with_cross_entropy_op.py
+    ${PADDLE_LEGACY_TEST_PATH}/test_softmax_op.py
+    ${PADDLE_LEGACY_TEST_PATH}/test_elementwise_add_op.py
+    ${PADDLE_LEGACY_TEST_PATH}/test_gather_op.py
+    # op_test.py 里 self._get_places()接口的适配问题
+    ${PADDLE_LEGACY_TEST_PATH}/test_elementwise_pow_op.py
+    ${PADDLE_LEGACY_TEST_PATH}/test_layer_norm_op.py
+    # device == "gpu" 适配问题
+    ${PADDLE_LEGACY_TEST_PATH}/test_index_add_op.py
+    # paddle-gpu 报错一致
+    ${PADDLE_LEGACY_TEST_PATH}/test_elementwise_div_op.py
+    ${PADDLE_LEGACY_TEST_PATH}/test_stack_op.py
+    ${PADDLE_LEGACY_TEST_PATH}/test_logical_op.py
+    ${PADDLE_LEGACY_TEST_PATH}/test_mean_op.py
+    # paddle.device.cuda.get_device_properties
+    ${PADDLE_LEGACY_TEST_PATH}/test_transpose_op.py
+    ${PADDLE_LEGACY_TEST_PATH}/test_randint_op.py
+    ${PADDLE_LEGACY_TEST_PATH}/test_uniform_random_op.py
+    # needs check_grad with fp64 precision
+    ${PADDLE_LEGACY_TEST_PATH}/test_c_embedding_op.py
+    # CUDAPinnedPlace 问题
+    ${PADDLE_LEGACY_TEST_PATH}/test_slice_op.py
+    ${PADDLE_LEGACY_TEST_PATH}/test_compare_op.py)
+endif()
+
+if(LOG_OUTPUT_DIR AND NOT EXISTS ${LOG_OUTPUT_DIR})
+  file(MAKE_DIRECTORY ${LOG_OUTPUT_DIR})
+  message(WARNING "${LOG_OUTPUT_DIR} is not exist, create it now.")
+endif()
+
 foreach(test_script ${PYTHON_TEST_SCRIPTS})
   get_filename_component(test_name ${test_script} NAME_WE)
 
-  add_test(
-    NAME "python_${test_name}"
-    COMMAND ${Python_EXECUTABLE} ${test_script}
-    WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR})
+  if(LOG_OUTPUT_DIR)
+    set(test_log_file "${LOG_OUTPUT_DIR}/${test_name}.log")
+
+    add_test(
+      NAME "python_${test_name}"
+      COMMAND sh -c
+              "${Python_EXECUTABLE} ${test_script} > ${test_log_file} 2>&1"
+      WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR})
+
+  else()
+    add_test(
+      NAME "python_${test_name}"
+      COMMAND ${Python_EXECUTABLE} ${test_script}
+      WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR})
+  endif()
+
   set_tests_properties("python_${test_name}" PROPERTIES TIMEOUT 360)
 endforeach()
diff --git a/backends/metax_gpu/tests/default.txt b/backends/metax_gpu/tests/default.txt
new file mode 100644
index 00000000000..8e2c3bcdd7e
--- /dev/null
+++ b/backends/metax_gpu/tests/default.txt
@@ -0,0 +1,67 @@
+test_accuracy_op
+test_tril_triu_op
+test_where_op
+test_split_op
+test_fill_constant_op
+test_empty_op
+test_sign_op
+test_cast_op
+test_index_add_op
+test_unbind_op
+test_put_along_axis_op
+test_layer_norm_op
+test_maximum_op
+test_accuracy_op
+test_strided_slice_op
+test_sum_op
+test_set_value_op
+test_flatten_contiguous_range_op
+test_top_k_op
+test_subtract_op
+test_softmax_op
+test_cumsum_op
+test_greater_equal_op
+test_elementwise_div_op
+test_top_k_v2_op
+test_stack_op
+test_one_hot_v2_op
+test_fill_any_op
+test_gather_op
+test_reshape_op
+test_index_put_op
+test_bitwise_op
+test_max_op
+test_pad_op
+test_elementwise_pow_op
+test_uniform_random_op
+test_scatter_op
+test_cast_op
+test_zeros_like_op
+test_compare_op
+test_shape_op
+test_tril_triu_op
+test_slice_op
+test_elementwise_add_op
+test_index_put_op
+test_bincount_op
+test_assign_op
+test_logical_op
+test_squared_l2_norm_op
+test_mean_op
+test_fused_bias_act_op
+test_expand_v2_op
+test_adamw_op
+test_gather_nd_op
+test_concat_op
+test_scatter_nd_op
+test_elementwise_floordiv_op
+test_elementwise_mul_op
+test_transpose_op
+test_einsum_op
+test_randint_op
+test_c_embedding_op
+test_numel_op
+test_scale_op
+test_softmax_with_cross_entropy_op
+test_full_op
+test_scatter_op
diff --git a/backends/metax_gpu/tests/run_test.sh b/backends/metax_gpu/tests/run_test.sh
index 7d1e8e072a9..b9e8ec5b5cc 100755
--- a/backends/metax_gpu/tests/run_test.sh
+++ b/backends/metax_gpu/tests/run_test.sh
@@ -2,13 +2,13 @@
 #!/bin/bash
 
 # Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved.
-# 
+#
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
 # You may obtain a copy of the License at
-# 
+#
 #     http://www.apache.org/licenses/LICENSE-2.0
-# 
+#
 # Unless required by applicable law or agreed to in writing, software
 # distributed under the License is distributed on an "AS IS" BASIS,
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
@@ -29,10 +29,54 @@ export
 rm -r build
 mkdir -p build && cd build
 
-cmake ..
 
+TEST_LOG_LEVEL=0
+TEST_LIST_FILE=""
+TEST_LOG_OUTPUT_DIR=""
+TEST_PARALLEL_NUM=10
 
-cmake --build .
+while getopts "i:o:v:j:h" opt; do
+  case "$opt" in
+    i)
+      TEST_LIST_FILE="$OPTARG"
+      ;;
+    o)
+      TEST_LOG_OUTPUT_DIR="$OPTARG"
+      echo "Set log output dir [ $TEST_LOG_OUTPUT_DIR ]"
+      ;;
+    v)
+      TEST_LOG_LEVEL=$OPTARG
+      ;;
+    j)
+      TEST_PARALLEL_NUM="$OPTARG"
+      ;;
+    h)
+      echo "用法：$0 -i <测试列表文件> -o <日志输出路径> ..."
+      echo "选项说明："
+      echo "  -i  测试程序列表文件"
+      echo "  -o  日志输出路径"
+      echo "  -v  GLOG_v 日志等级"
+      echo "  -j  ctest 测试并行数量"
+      echo "  -h  显示帮助"
+      exit 0
+      ;;
+    \?)
+      echo "error: unknow option '-$OPTARG'."
+      exit 1
+      ;;
+    :)
+      echo "error option '-$OPTARG' must have parameter."
+      exit 1
+      ;;
+  esac
+done
+
+
+export GLOG_v=$TEST_LOG_LEVEL
 
 
-ctest -j10 --output-on-failure
+cmake .. -DTEST_LIST_FILE=$TEST_LIST_FILE -DLOG_OUTPUT_DIR=$TEST_LOG_OUTPUT_DIR
+
+cmake --build .
+
+ctest -j$TEST_PARALLEL_NUM --output-on-failure