#!/usr/bin/python3
# coding=utf-8
# ----------------------------------------------------------------------------------------------------------
# Copyright (c) 2025 Huawei Technologies Co., Ltd.
# This program is free software, you can redistribute it and/or modify it under the terms and conditions of
# CANN Open Software License Agreement Version 2.0 (the "License").
# Please refer to the License for details. You may not use this file except in compliance with the License.
# THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
# INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
# See LICENSE in the root of the software repository for the full text of the License.
# ----------------------------------------------------------------------------------------------------------
import sys
import numpy as np
RELATIVE_TOL = 1e-6
ABSOLUTE_TOL = 1e-9
ERROR_TOL = 1e-4
def verify_result(output, golden):
output = np.fromfile(output, dtype=np.float32).reshape(-1)
golden = np.fromfile(golden, dtype=np.float32).reshape(-1)
different_element_results = np.isclose(output,
golden,
rtol=RELATIVE_TOL,
atol=ABSOLUTE_TOL,
equal_nan=True)
different_element_indexes = np.where(different_element_results == False)[0]
for index in range(len(different_element_indexes)):
real_index = different_element_indexes[index]
golden_data = golden[real_index]
output_data = output[real_index]
print(
"data index: %06d, expected: %-.9f, actual: %-.9f, rdiff: %-.6f" %
(real_index, golden_data, output_data,
abs(output_data - golden_data) / golden_data))
if index == 100:
break
error_ratio = float(different_element_indexes.size) / golden.size
print("error ratio: %.4f, tolerance: %.4f" % (error_ratio, ERROR_TOL))
return error_ratio <= ERROR_TOL
if __name__ == '__main__':
try:
res = verify_result(sys.argv[1], sys.argv[2])
if not res:
raise ValueError("[ERROR] result error")
else:
print("test pass!")
except Exception as e:
print(e)
sys.exit(1)