* 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.
*/
#include <array>
#include <vector>
#include "gtest/gtest.h"
#include "../../../op_api/aclnn_addcmul.h"
#include "op_api_ut_common/op_api_ut.h"
#include "op_api_ut_common/scalar_desc.h"
#include "op_api_ut_common/tensor_desc.h"
using namespace std;
class l2_addcmul_test : public testing::Test {
protected:
static void SetUpTestCase()
{
cout << "addcmul_test SetUp" << endl;
}
static void TearDownTestCase()
{
cout << "addcmul_test TearDown" << endl;
}
};
TEST_F(l2_addcmul_test, test_empty_tensor)
{
auto self_tensor_desc = TensorDesc({4, 0, 4}, ACL_FLOAT16, ACL_FORMAT_NHWC);
auto other_tensor_desc = TensorDesc({4, 0, 4}, ACL_FLOAT16, ACL_FORMAT_ND);
auto out_tensor_desc = TensorDesc(self_tensor_desc);
auto scalar_desc = ScalarDesc(1.0f);
auto ut = OP_API_UT(
aclnnAddcmul, INPUT(self_tensor_desc, other_tensor_desc, other_tensor_desc, scalar_desc),
OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_addcmul_test, test_promote)
{
auto self_tensor_desc = TensorDesc({4, 4}, ACL_FLOAT16, ACL_FORMAT_ND);
auto other_tensor_desc = TensorDesc({4, 4}, ACL_FLOAT, ACL_FORMAT_ND);
auto out_tensor_desc = TensorDesc(other_tensor_desc);
auto scalar_desc = ScalarDesc(5.9f);
auto ut = OP_API_UT(
aclnnAddcmul, INPUT(self_tensor_desc, other_tensor_desc, other_tensor_desc, scalar_desc),
OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_addcmul_test, test_null_scalar)
{
auto tensor_desc = TensorDesc({10, 20}, ACL_FLOAT, ACL_FORMAT_ND).ValueRange(-2, 2).Value(vector<float>(200, 1.0f));
auto other_tensor_desc =
TensorDesc({10, 20}, ACL_FLOAT, ACL_FORMAT_ND).ValueRange(-2, 2).Value(vector<float>(200, 2.0f));
auto scalar_desc = nullptr;
auto out_tensor_desc = TensorDesc(tensor_desc).Precision(0.0001, 0.0001);
auto ut = OP_API_UT(
aclnnAddcmul, INPUT(tensor_desc, other_tensor_desc, other_tensor_desc, scalar_desc), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_NULLPTR);
}
TEST_F(l2_addcmul_test, test_invalid_data_type)
{
auto tensor_desc =
TensorDesc({10, 20}, ACL_UINT32, ACL_FORMAT_ND).ValueRange(0, 255).Value(vector<uint8_t>(200, 1));
auto other_tensor_desc =
TensorDesc({10, 20}, ACL_UINT32, ACL_FORMAT_ND).ValueRange(-2, 2).Value(vector<float>(200, 2.0f));
auto scalar_desc = ScalarDesc(static_cast<int64_t>(5));
auto out_tensor_desc = TensorDesc(tensor_desc).Precision(0.0001, 0.0001);
auto ut = OP_API_UT(
aclnnAddcmul, INPUT(tensor_desc, other_tensor_desc, other_tensor_desc, scalar_desc), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_addcmul_test, test_invalid_data_type_1)
{
auto self_tensor_desc = TensorDesc({4, 4}, ACL_FLOAT, ACL_FORMAT_ND);
auto other_tensor_desc = TensorDesc({4, 4}, ACL_UINT32, ACL_FORMAT_ND);
auto out_tensor_desc = TensorDesc(other_tensor_desc);
auto scalar_desc = ScalarDesc(5.9f);
auto ut = OP_API_UT(
aclnnAddcmul, INPUT(self_tensor_desc, other_tensor_desc, other_tensor_desc, scalar_desc),
OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_addcmul_test, test_invalid_data_type_2)
{
auto self_tensor_desc = TensorDesc({4, 4}, ACL_FLOAT, ACL_FORMAT_ND);
auto other_tensor_desc = TensorDesc({4, 4}, ACL_FLOAT, ACL_FORMAT_ND);
auto other_tensor_desc2 = TensorDesc({4, 4}, ACL_UINT32, ACL_FORMAT_ND);
auto out_tensor_desc = TensorDesc(other_tensor_desc);
auto scalar_desc = ScalarDesc(5.9f);
auto ut = OP_API_UT(
aclnnAddcmul, INPUT(self_tensor_desc, other_tensor_desc, other_tensor_desc2, scalar_desc),
OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_addcmul_test, test_format_err)
{
auto tensor_desc = TensorDesc({10, 5, 2, 10, 1}, ACL_FLOAT, ACL_FORMAT_NC1HWC0);
auto scalar_desc = ScalarDesc(5.9f);
auto ut = OP_API_UT(aclnnAddcmul, INPUT(tensor_desc, tensor_desc, tensor_desc, scalar_desc), OUTPUT(tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_addcmul_test, test_broadcat_err)
{
auto self_tensor_desc = TensorDesc({10, 5, 2, 10}, ACL_FLOAT, ACL_FORMAT_NHWC).ValueRange(-2, 2);
auto other_tensor_desc = TensorDesc({10, 5, 5, 10}, ACL_FLOAT, ACL_FORMAT_NHWC).ValueRange(-2, 2);
auto out_tensor_desc = TensorDesc(self_tensor_desc).Precision(0.0001, 0.0001);
auto scalar_desc = ScalarDesc(5.9f);
auto ut = OP_API_UT(
aclnnAddcmul, INPUT(self_tensor_desc, other_tensor_desc, other_tensor_desc, scalar_desc),
OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_addcmul_test, test_broadcast)
{
auto self_tensor_desc = TensorDesc({10, 1}, ACL_FLOAT, ACL_FORMAT_NHWC).ValueRange(-2, 2);
auto other_tensor_desc = TensorDesc({10, 10}, ACL_FLOAT, ACL_FORMAT_NHWC).ValueRange(-2, 2);
auto out_tensor_desc = TensorDesc(other_tensor_desc).Precision(0.0001, 0.0001);
auto scalar_desc = ScalarDesc(5.9f);
auto ut = OP_API_UT(
aclnnAddcmul, INPUT(self_tensor_desc, other_tensor_desc, other_tensor_desc, scalar_desc),
OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_addcmul_test, test_int32)
{
auto tensor_desc = TensorDesc({4, 4}, ACL_INT32, ACL_FORMAT_NCHW).ValueRange(-2, 2);
auto out_tensor_desc = TensorDesc(tensor_desc).Precision(0.0001, 0.0001);
auto scalar_desc = ScalarDesc(2.0f);
auto ut =
OP_API_UT(aclnnAddcmul, INPUT(tensor_desc, tensor_desc, tensor_desc, scalar_desc), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_addcmul_test, test_shape_err)
{
auto tensor_desc = TensorDesc({7, 9, 11, 3, 4, 6, 9, 2, 2}, ACL_FLOAT, ACL_FORMAT_ND).ValueRange(-2, 2);
auto out_tensor_desc = TensorDesc(tensor_desc).Precision(0.0001, 0.0001);
auto scalar_desc = ScalarDesc(1.0f);
auto ut =
OP_API_UT(aclnnAddcmul, INPUT(tensor_desc, tensor_desc, tensor_desc, scalar_desc), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_addcmul_test, test_float)
{
auto tensor_desc = TensorDesc({4, 4}, ACL_FLOAT, ACL_FORMAT_NHWC).ValueRange(-2, 2);
auto out_tensor_desc = TensorDesc(tensor_desc).Precision(0.0001, 0.0001);
auto scalar_desc = ScalarDesc(2.0f);
auto ut =
OP_API_UT(aclnnAddcmul, INPUT(tensor_desc, tensor_desc, tensor_desc, scalar_desc), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_addcmul_test, test_float_nhwc)
{
auto tensor_desc = TensorDesc({4, 4}, ACL_FLOAT, ACL_FORMAT_NHWC).ValueRange(-2, 2);
auto out_tensor_desc = TensorDesc(tensor_desc).Precision(0.0001, 0.0001);
auto scalar_desc = ScalarDesc(2.0f);
auto ut =
OP_API_UT(aclnnAddcmul, INPUT(tensor_desc, tensor_desc, tensor_desc, scalar_desc), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_addcmul_test, test_float_nd)
{
auto tensor_desc = TensorDesc({4, 4}, ACL_FLOAT, ACL_FORMAT_ND).ValueRange(-2, 2);
auto out_tensor_desc = TensorDesc(tensor_desc).Precision(0.0001, 0.0001);
auto scalar_desc = ScalarDesc(2.0f);
auto ut =
OP_API_UT(aclnnAddcmul, INPUT(tensor_desc, tensor_desc, tensor_desc, scalar_desc), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_addcmul_test, test_float_ndhwc)
{
auto tensor_desc = TensorDesc({4, 4}, ACL_FLOAT, ACL_FORMAT_NDHWC).ValueRange(-2, 2);
auto out_tensor_desc = TensorDesc(tensor_desc).Precision(0.0001, 0.0001);
auto scalar_desc = ScalarDesc(2.0f);
auto ut =
OP_API_UT(aclnnAddcmul, INPUT(tensor_desc, tensor_desc, tensor_desc, scalar_desc), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_addcmul_test, test_float_ncdhw)
{
auto tensor_desc = TensorDesc({4, 4}, ACL_FLOAT, ACL_FORMAT_NCDHW).ValueRange(-2, 2);
auto out_tensor_desc = TensorDesc(tensor_desc).Precision(0.0001, 0.0001);
auto scalar_desc = ScalarDesc(2.0f);
auto ut =
OP_API_UT(aclnnAddcmul, INPUT(tensor_desc, tensor_desc, tensor_desc, scalar_desc), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_addcmul_test, test_non_continuous)
{
auto tensor_desc = TensorDesc({5, 4}, ACL_FLOAT, ACL_FORMAT_NCDHW, {1, 5}, 0, {4, 5}).ValueRange(-2, 2);
auto out_tensor_desc = TensorDesc(tensor_desc).Precision(0.0001, 0.0001);
auto scalar_desc = ScalarDesc(2.0f);
auto ut =
OP_API_UT(aclnnAddcmul, INPUT(tensor_desc, tensor_desc, tensor_desc, scalar_desc), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_addcmul_test, test_float16)
{
auto self_tensor_desc = TensorDesc({4, 4}, ACL_FLOAT16, ACL_FORMAT_ND);
auto other_tensor_desc = TensorDesc({4, 4}, ACL_FLOAT16, ACL_FORMAT_ND);
auto out_tensor_desc = TensorDesc(other_tensor_desc);
auto scalar_desc = ScalarDesc(5.9f);
auto ut = OP_API_UT(
aclnnAddcmul, INPUT(self_tensor_desc, other_tensor_desc, other_tensor_desc, scalar_desc),
OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}