* 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/less/op_api/aclnn_lt_scalar.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"
using namespace std;
class l2_lt_scalar_test : public testing::Test {
protected:
static void SetUpTestCase()
{
cout << "lt_scalar_test SetUp" << endl;
}
static void TearDownTestCase()
{
cout << "lt_scalar_test TearDown" << endl;
}
};
TEST_F(l2_lt_scalar_test, aclnnLtScalar_001_float_ND)
{
auto tensor_self = TensorDesc({2, 3}, ACL_FLOAT, ACL_FORMAT_ND).ValueRange(-1, 1);
auto scalar_other = ScalarDesc(1.0f);
auto out_tensor_desc = TensorDesc({2, 3}, ACL_BOOL, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_002_float16_NHWC)
{
auto tensor_self = TensorDesc({2, 3, 4, 5}, ACL_FLOAT16, ACL_FORMAT_NHWC).ValueRange(-1, 1);
auto scalar_other = ScalarDesc(1.0f);
auto out_tensor_desc = TensorDesc({2, 3, 4, 5}, ACL_BOOL, ACL_FORMAT_NHWC).Precision(0.001, 0.001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_003_int32_NHWC)
{
auto tensor_self = TensorDesc({2, 3, 4, 5}, ACL_INT32, ACL_FORMAT_NHWC).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(static_cast<int64_t>(2));
auto out_tensor_desc = TensorDesc({2, 3, 4, 5}, ACL_BOOL, ACL_FORMAT_NHWC).Precision(0.001, 0.001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_004_int64_NHWC)
{
auto tensor_self = TensorDesc({2, 3, 4, 5}, ACL_INT64, ACL_FORMAT_NCHW).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(static_cast<int64_t>(5));
auto out_tensor_desc = TensorDesc({2, 3, 4, 5}, ACL_BOOL, ACL_FORMAT_NCHW).Precision(0.001, 0.001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, clnnLessScalar_005_int16_HWCN)
{
auto tensor_self = TensorDesc({2, 3, 4, 5}, ACL_INT16, ACL_FORMAT_HWCN).ValueRange(-1, 1);
auto scalar_other = ScalarDesc(static_cast<int64_t>(2));
auto out_tensor_desc = TensorDesc({2, 3, 4, 5}, ACL_BOOL, ACL_FORMAT_HWCN).Precision(0.0001, 0.0001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_006_int8_NDHWC)
{
auto tensor_self = TensorDesc({5, 2, 5, 6, 3}, ACL_INT8, ACL_FORMAT_NDHWC).ValueRange(-1, 1);
auto scalar_other = ScalarDesc(static_cast<int64_t>(2));
auto out_tensor_desc = TensorDesc({5, 2, 5, 6, 3}, ACL_BOOL, ACL_FORMAT_NDHWC).Precision(0.0001, 0.0001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_007_uint8_NCDHW)
{
auto tensor_self = TensorDesc({5, 2, 5, 6, 3}, ACL_UINT8, ACL_FORMAT_NCDHW).ValueRange(-1, 1);
auto scalar_other = ScalarDesc(static_cast<int64_t>(2));
auto out_tensor_desc = TensorDesc({5, 2, 5, 6, 3}, ACL_BOOL, ACL_FORMAT_NCDHW).Precision(0.0001, 0.0001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_008_bool_ND)
{
auto tensor_self = TensorDesc({2, 3, 4, 5}, ACL_BOOL, ACL_FORMAT_ND).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(static_cast<int64_t>(1));
auto out_tensor_desc = TensorDesc({2, 3, 4, 5}, ACL_BOOL, ACL_FORMAT_ND).Precision(0.001, 0.001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, ascend910B2_aclnnLtScalar_bf16)
{
auto tensor_self =
TensorDesc({2, 3}, ACL_BF16, ACL_FORMAT_ND).ValueRange(-10, 10).Value(std::vector<float>{3, 4, 9, 6, 7, 11});
auto scalar_desc = ScalarDesc(1.0f);
auto out_tensor_desc =
TensorDesc({2, 3}, ACL_BOOL, ACL_FORMAT_ND).Value(std::vector<bool>{false, false, false, false, false, false});
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, 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_lt_scalar_test, aclnnLtScalar_009_bf16)
{
auto tensor_self = TensorDesc({2, 3}, ACL_BF16, ACL_FORMAT_ND).ValueRange(-1, 1);
auto scalar_other = ScalarDesc(1.0f);
auto out_tensor_desc = TensorDesc({2, 3}, ACL_BOOL, ACL_FORMAT_ND).Precision(0.0001, 0.0001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_010_double)
{
auto tensor_self = TensorDesc({2, 3}, ACL_DOUBLE, ACL_FORMAT_ND).ValueRange(-1, 1);
auto scalar_other = ScalarDesc(static_cast<int64_t>(2));
auto out_tensor_desc = TensorDesc({2, 3}, ACL_BOOL, ACL_FORMAT_NHWC).Precision(0.0001, 0.0001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_011_complex64)
{
auto tensor_self = TensorDesc({2, 3}, ACL_COMPLEX64, ACL_FORMAT_ND).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(1.0f);
auto out_tensor_desc = TensorDesc({2, 3}, ACL_BOOL, ACL_FORMAT_NHWC);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_012_complex128)
{
auto tensor_self = TensorDesc({2, 3}, ACL_COMPLEX128, ACL_FORMAT_ND).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(1.0f);
auto out_tensor_desc = TensorDesc({2, 3}, ACL_BOOL, ACL_FORMAT_NHWC);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_013_float16_float16_bool_NHWC)
{
auto tensor_self = TensorDesc({2, 3, 4, 5}, ACL_FLOAT16, ACL_FORMAT_NHWC).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(static_cast<int64_t>(2));
auto out_tensor_desc = TensorDesc({2, 3, 4, 5}, ACL_BOOL, ACL_FORMAT_NHWC).Precision(0.001, 0.001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_015_float_int32_bool_broadcast_ND)
{
auto tensor_self = TensorDesc({7, 9, 11, 3, 4, 6, 9}, ACL_FLOAT, ACL_FORMAT_ND).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(static_cast<int64_t>(2));
auto out_tensor_desc = TensorDesc({7, 9, 11, 3, 4, 6, 9}, ACL_BOOL, ACL_FORMAT_ND).Precision(0.0001, 0.0001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_016_input_empty_tensor)
{
auto tensor_self = TensorDesc({2, 0}, ACL_FLOAT, ACL_FORMAT_ND);
auto scalar_other = ScalarDesc(static_cast<int64_t>(2));
auto out_tensor_desc = TensorDesc({2, 3}, ACL_BOOL, ACL_FORMAT_ND).ValueRange(-10, 10);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_017_input_not_contiguous)
{
auto tensor_self = TensorDesc({5, 4}, ACL_FLOAT, ACL_FORMAT_ND, {1, 5}, 0, {4, 5}).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(1.2f);
auto out_tensor_desc = TensorDesc({5, 4}, ACL_BOOL, ACL_FORMAT_ND).Precision(0.0001, 0.0001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_019_error_format)
{
auto self_tensor_desc = TensorDesc({7, 9, 11, 3, 4, 6, 9, 2, 2}, ACL_FLOAT, ACL_FORMAT_ND).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(1.2f);
auto out_tensor_desc = TensorDesc({7, 9, 11, 3, 4, 6, 9, 2, 2}, ACL_BOOL, ACL_FORMAT_ND).Precision(0.0001, 0.0001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(self_tensor_desc, scalar_other), 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_lt_scalar_test, aclnnLtScalar_020_null_pointer)
{
auto tensor_self = nullptr;
auto scalar_other = ScalarDesc(1.2f);
auto out_tensor_desc = TensorDesc({2, 3}, ACL_BOOL, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_INNER_NULLPTR);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_021_error_dtype)
{
auto tensor_self = TensorDesc({2, 3}, ACL_STRING, ACL_FORMAT_ND).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(1.2f);
auto out_tensor_desc = TensorDesc({2, 3}, ACL_BOOL, ACL_FORMAT_ND);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_023_error_shape)
{
auto self_tensor_desc = TensorDesc({10, 5, 5, 10}, ACL_FLOAT, ACL_FORMAT_NHWC).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(1.2f);
auto out_tensor_desc =
TensorDesc({10, 5, 10, 5}, ACL_BOOL, ACL_FORMAT_NHWC).ValueRange(-10, 10).Precision(0.0001, 0.0001);
auto ut_2 = OP_API_UT(aclnnLtScalar, INPUT(self_tensor_desc, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 0;
aclnnStatus aclRet = ut_2.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_lt_scalar_test, test_lt_scalar_other_is_null)
{
auto tensor_self =
TensorDesc({2, 3}, ACL_FLOAT, ACL_FORMAT_ND).ValueRange(-10, 10).Value(vector<float>{9, 3, 1, 1, 2, 3});
auto scalar_other = nullptr;
auto out_tensor_desc =
TensorDesc({2, 3}, ACL_BOOL, ACL_FORMAT_ND).Value(vector<bool>{false, false, false, false, false, false});
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_INNER_NULLPTR);
}
TEST_F(l2_lt_scalar_test, test_lt_scalar_input_out_is_null)
{
auto tensor_self = TensorDesc({2, 3}, ACL_FLOAT, ACL_FORMAT_ND).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(1.2f);
auto out_tensor_desc = nullptr;
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_NULLPTR);
}
TEST_F(l2_lt_scalar_test, test_lt_scalar_self_dtype_invalid)
{
auto tensor_self = TensorDesc({2, 3}, ACL_STRING, ACL_FORMAT_ND).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(1.2f);
auto out_tensor_desc =
TensorDesc({2, 3}, ACL_BOOL, ACL_FORMAT_ND).Value(vector<bool>{false, false, false, false, false, false});
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_lt_scalar_test, test_lt_scalar_out_dtype_invalid)
{
auto tensor_self = TensorDesc({2, 3}, ACL_FLOAT, ACL_FORMAT_ND).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(1.2f);
auto out_tensor_desc = TensorDesc({2, 3}, ACL_STRING, ACL_FORMAT_ND).ValueRange(-10, 10);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACLNN_ERR_PARAM_INVALID);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_input_all_bool1)
{
auto tensor_self = TensorDesc({2, 3, 4, 5}, ACL_BOOL, ACL_FORMAT_ND).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(static_cast<bool>(1));
auto out_tensor_desc = TensorDesc({2, 3, 4, 5}, ACL_BOOL, ACL_FORMAT_ND).Precision(0.001, 0.001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, aclnnLtScalar_input_all_bool2)
{
auto tensor_self = TensorDesc({2, 3, 4, 5}, ACL_BOOL, ACL_FORMAT_ND).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(static_cast<bool>(0));
auto out_tensor_desc = TensorDesc({2, 3, 4, 5}, ACL_BOOL, ACL_FORMAT_ND).Precision(0.001, 0.001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}
TEST_F(l2_lt_scalar_test, Ascend950PR_89_aclnnLtScalar_013_float16_float16_bool_NHWC)
{
auto tensor_self = TensorDesc({2, 3, 4, 5}, ACL_FLOAT16, ACL_FORMAT_NHWC).ValueRange(-10, 10);
auto scalar_other = ScalarDesc(static_cast<int64_t>(2));
auto out_tensor_desc = TensorDesc({2, 3, 4, 5}, ACL_BOOL, ACL_FORMAT_NHWC).Precision(0.001, 0.001);
auto ut = OP_API_UT(aclnnLtScalar, INPUT(tensor_self, scalar_other), OUTPUT(out_tensor_desc));
uint64_t workspace_size = 5;
aclnnStatus aclRet = ut.TestGetWorkspaceSize(&workspace_size);
EXPECT_EQ(aclRet, ACL_SUCCESS);
}