* 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 "math/cumsum/op_api/aclnn_cumsum.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_cumsum_test : public testing::Test {
protected:
static void SetUpTestCase() {
cout << "cumsum_test SetUp" << endl;
}
static void TearDownTestCase() { cout << "cumsum_test TearDown" << endl; }
};
TEST_F(l2_cumsum_test, l2_cumsum_normal_FLOAT_ND) {
auto selfDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_cumsum_test, ascend910B2_l2_cumsum_normal_FLOAT_ND) {
auto selfDesc = TensorDesc({32, 16 * 256}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = TensorDesc({32, 16 * 256}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
}
TEST_F(l2_cumsum_test, l2_cumsum_normal_FLOAT16_NCHW) {
auto selfDesc = TensorDesc({2, 2, 2, 2}, ACL_FLOAT16, ACL_FORMAT_NCHW);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_FLOAT16;
auto outDesc = TensorDesc({2, 2, 2, 2}, ACL_FLOAT16, ACL_FORMAT_NCHW);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_cumsum_test, ascend910B2_l2_cumsum_normal_FLOAT16_ND) {
auto selfDesc = TensorDesc({32, 16, 256, 1}, ACL_FLOAT16, ACL_FORMAT_ND);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_FLOAT16;
auto outDesc = TensorDesc({32, 16, 256, 1}, ACL_FLOAT16, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
}
TEST_F(l2_cumsum_test, ascend910B2_l2_cumsum_large_FLOAT32_ND) {
auto selfDesc = TensorDesc({256, 256, 70000}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 2;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = TensorDesc({256, 256, 70000}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
}
TEST_F(l2_cumsum_test, l2_cumsum_normal_INT32_NHWC) {
auto selfDesc = TensorDesc({2, 2, 2, 2}, ACL_INT32, ACL_FORMAT_NHWC);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_INT32;
auto outDesc = TensorDesc({2, 2, 2, 2}, ACL_INT32, ACL_FORMAT_NHWC);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_cumsum_test, l2_cumsum_normal_dtype_BFLOAT16_ND) {
auto selfDesc = TensorDesc({2, 2}, ACL_BF16, ACL_FORMAT_ND);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_BF16;
auto outDesc = TensorDesc({2, 2}, ACL_BF16, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
if (GetCurrentPlatformInfo().GetSocVersion() == SocVersion::ASCEND910B) {
} else {
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
}
TEST_F(l2_cumsum_test, l2_cumsum_normal_0dim_tensor) {
auto selfDesc = TensorDesc({}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = TensorDesc({}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_cumsum_test, l2_cumsum_normal_empty_tensor) {
auto selfDesc = TensorDesc({2, 0}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = TensorDesc({2, 0}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_cumsum_test, l2_cumsum_abnormal_self_nullptr) {
auto selfDesc = nullptr;
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_NULLPTR);
}
TEST_F(l2_cumsum_test, l2_cumsum_abnormal_out_nullptr) {
auto selfDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = nullptr;
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_NULLPTR);
}
TEST_F(l2_cumsum_test, l2_cumsum_abnormal_dtype_BOOL) {
auto selfDesc = TensorDesc({2, 2}, ACL_BOOL, ACL_FORMAT_ND);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_BOOL;
auto outDesc = TensorDesc({2, 2}, ACL_BOOL, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_cumsum_test, l2_cumsum_abnormal_dtype_UNDEFINED) {
auto selfDesc = TensorDesc({2, 2}, ACL_DT_UNDEFINED, ACL_FORMAT_ND);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_DT_UNDEFINED;
auto outDesc = TensorDesc({2, 2}, ACL_DT_UNDEFINED, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_cumsum_test, l2_cumsum_abnormal_shape_unequal) {
auto selfDesc = TensorDesc({3, 3}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_cumsum_test, l2_cumsum_abnormal_dim_correct) {
auto selfDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 1;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_cumsum_test, l2_cumsum_abnormal_dim_incorrect_1) {
auto selfDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 2;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_cumsum_test, l2_cumsum_abnormal_dim_incorrect_2) {
auto selfDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = -3;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_cumsum_test, l2_cumsum_abnormal_shape_10D) {
auto selfDesc = TensorDesc({2, 2, 2, 2, 2, 2, 2, 2, 2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = TensorDesc({2, 2, 2, 2, 2, 2, 2, 2, 2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_cumsum_test, l2_cumsum_normal_valuerange) {
auto selfDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND).ValueRange(-1, 1);
int64_t dimDesc = 0;
aclDataType dtypeDesc = ACL_FLOAT;
auto outDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnCumsum, INPUT(selfDesc, dimDesc, dtypeDesc), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_cumsum_test, l2_cumsum_abnormal_exclusive_reverse) {
auto selfDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 0;
auto outDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
bool exclusive = true;
bool reverse = true;
auto ut = OP_API_UT(aclnnCumsumV2, INPUT(selfDesc, dimDesc, exclusive, reverse), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_cumsum_test, l2_cumsum_abnormal_exclusive) {
auto selfDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 0;
auto outDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
bool exclusive = true;
bool reverse = false;
auto ut = OP_API_UT(aclnnCumsumV2, INPUT(selfDesc, dimDesc, exclusive, reverse), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_cumsum_test, l2_cumsum_abnormal_reverse) {
auto selfDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 0;
auto outDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
bool exclusive = false;
bool reverse = true;
auto ut = OP_API_UT(aclnnCumsumV2, INPUT(selfDesc, dimDesc, exclusive, reverse), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_cumsum_test, l2_cumsumv2_normal_empty_tensor) {
auto selfDesc = TensorDesc({2, 0}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 0;
auto outDesc = TensorDesc({2, 0}, ACL_FLOAT, ACL_FORMAT_ND);
bool exclusive = false;
bool reverse = true;
auto ut = OP_API_UT(aclnnCumsumV2, INPUT(selfDesc, dimDesc, exclusive, reverse), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}
TEST_F(l2_cumsum_test, l2_cumsumv2_normal_dim_one_tensor) {
auto selfDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
int64_t dimDesc = 1;
auto outDesc = TensorDesc({2, 2}, ACL_FLOAT, ACL_FORMAT_ND);
bool exclusive = false;
bool reverse = true;
auto ut = OP_API_UT(aclnnCumsumV2, INPUT(selfDesc, dimDesc, exclusive, reverse), OUTPUT(outDesc));
uint64_t workspaceSize = 0;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspaceSize);
EXPECT_EQ(aclRet, ACLNN_SUCCESS);
}