* 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 <vector>
#include <array>
#include "gtest/gtest.h"
#include "../../../op_api/aclnn_exp.h"
#include "op_api_ut_common/tensor_desc.h"
#include "op_api_ut_common/scalar_desc.h"
#include "op_api_ut_common/op_api_ut.h"
#include "opdev/platform.h"
using namespace op;
using namespace std;
class l2_exp_test : public testing::Test {
protected:
static void SetUpTestCase()
{
cout << "exp_test SetUp" << endl;
}
static void TearDownTestCase()
{
cout << "exp_test TearDown" << endl;
}
};
TEST_F(l2_exp_test, l2_exp_normal_dtype_FLOAT_ND)
{
auto selfDesc = TensorDesc({2}, ACL_FLOAT, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_exp_test, l2_exp_normal_dtype_FLOAT16_NCHW)
{
auto selfDesc = TensorDesc({2, 2, 2, 2}, ACL_FLOAT16, ACL_FORMAT_NCHW);
auto outDesc = TensorDesc({2, 2, 2, 2}, ACL_FLOAT16, ACL_FORMAT_NCHW);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_exp_test, l2_exp_normal_dtype_BOOL_NCDHW)
{
auto selfDesc = TensorDesc({2, 2, 2, 2, 2}, ACL_BOOL, ACL_FORMAT_NCDHW);
auto outDesc = TensorDesc({2, 2, 2, 2, 2}, ACL_FLOAT, ACL_FORMAT_NCDHW);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_exp_test, l2_exp_normal_dtype_INT64_NCHW_NHWC)
{
auto selfDesc = TensorDesc({2, 2, 2, 2}, ACL_INT64, ACL_FORMAT_NCHW).ValueRange(-10, 10);
auto outDesc = TensorDesc({2, 2, 2, 2}, ACL_FLOAT, ACL_FORMAT_NHWC);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_exp_test, l2_exp_normal_dtype_BFLOAT16_ND)
{
auto selfDesc = TensorDesc({2}, ACL_BF16, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_BF16, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
if (GetCurrentPlatformInfo().GetSocVersion() == SocVersion::ASCEND910B) {
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
} else {
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
}
TEST_F(l2_exp_test, l2_exp_normal_empty_tensor)
{
auto selfDesc = TensorDesc({0}, ACL_FLOAT, ACL_FORMAT_ND);
auto outDesc = TensorDesc({0}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_exp_test, l2_exp_abnormal_self_nullptr)
{
auto selfDesc = nullptr;
auto outDesc = TensorDesc({2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_NULLPTR);
}
TEST_F(l2_exp_test, l2_exp_abnormal_out_nullptr)
{
auto selfDesc = TensorDesc({2}, ACL_FLOAT, ACL_FORMAT_ND);
auto outDesc = nullptr;
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_NULLPTR);
}
TEST_F(l2_exp_test, l2_exp_abnormal_dtype_INT32)
{
auto selfDesc = TensorDesc({2}, ACL_INT32, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_INT32, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_abnormal_dtype_INT64)
{
auto selfDesc = TensorDesc({2}, ACL_INT64, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_INT64, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_abnormal_dtype_INT16)
{
auto selfDesc = TensorDesc({2}, ACL_INT16, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_INT16, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_abnormal_dtype_INT8)
{
auto selfDesc = TensorDesc({2}, ACL_INT8, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_INT8, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_abnormal_dtype_UINT8)
{
auto selfDesc = TensorDesc({2}, ACL_UINT8, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_UINT8, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_abnormal_dtype_BOOL)
{
auto selfDesc = TensorDesc({2}, ACL_BOOL, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_BOOL, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_abnormal_dtype_UNDEFINED)
{
auto selfDesc = TensorDesc({2}, ACL_DT_UNDEFINED, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_DT_UNDEFINED, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_abnormal_dtype_unequal)
{
auto selfDesc = TensorDesc({2}, ACL_FLOAT, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_INT32, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_normal_dtype_can_cast)
{
auto selfDesc = TensorDesc({2}, ACL_FLOAT16, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_exp_test, l2_exp_abnormal_dtype_cannot_cast)
{
auto selfDesc = TensorDesc({2}, ACL_COMPLEX64, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_abnormal_dtype_cannot_cast2)
{
auto selfDesc = TensorDesc({2}, ACL_BOOL, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_BOOL, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_abnormal_dtype_cannot_cast3)
{
auto selfDesc = TensorDesc({2}, ACL_INT64, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_INT64, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_abnormal_shape_unequal)
{
auto selfDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_abnormal_shape_10D)
{
auto selfDesc = TensorDesc({2, 2, 2, 2, 2, 2, 2, 2, 2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
auto outDesc = TensorDesc({2, 2, 2, 2, 2, 2, 2, 2, 2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_exp_test, l2_exp_normal_valuerange)
{
auto selfDesc = TensorDesc({2}, ACL_FLOAT, ACL_FORMAT_ND).ValueRange(-1, 1);
auto outDesc = TensorDesc({2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_exp_test, l2_exp_normal_uncontiguous)
{
auto selfDesc = TensorDesc({2, 4}, ACL_FLOAT, ACL_FORMAT_ND, {1, 2}, 0, {4, 2});
auto outDesc = TensorDesc({2, 4}, ACL_FLOAT, ACL_FORMAT_ND, {1, 2}, 0, {4, 2});
auto ut = OP_API_UT(aclnnExp, INPUT(selfDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_exp_test, l2_inplace_exp_not_supported_dtype)
{
auto selfDesc = TensorDesc({2, 4}, ACL_INT64, ACL_FORMAT_ND, {1, 2}, 0, {4, 2});
auto ut = OP_API_UT(aclnnInplaceExp, INPUT(selfDesc), OUTPUT());
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}