* 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 "not_equal.h"
#include "opdev/aicpu/aicpu_task.h"
#include "opdev/make_op_executor.h"
#include "opdev/op_def.h"
#include "opdev/op_dfx.h"
#include "opdev/op_executor.h"
#include "opdev/op_log.h"
#include "opdev/shape_utils.h"
#include "op_api/aclnn_check.h"
using namespace op;
namespace l0op {
OP_TYPE_REGISTER(NotEqual);
static const std::initializer_list<op::DataType> AICORE910_DTYPE_SUPPORT_LIST = {
op::DataType::DT_FLOAT, op::DataType::DT_INT32, op::DataType::DT_INT64, op::DataType::DT_FLOAT16,
op::DataType::DT_INT8, op::DataType::DT_UINT8, op::DataType::DT_BOOL, op::DataType::DT_BF16};
static const std::initializer_list<op::DataType> ASCEND950_DTYPE_SUPPORT_LIST = {
op::DataType::DT_FLOAT, op::DataType::DT_INT32, op::DataType::DT_INT64,
op::DataType::DT_FLOAT16, op::DataType::DT_INT8, op::DataType::DT_UINT8,
op::DataType::DT_BOOL, op::DataType::DT_BF16, op::DataType::DT_UINT64};
static const std::initializer_list<op::DataType> AICPU_TF_DTYPE_SUPPORT_LIST = {op::DataType::DT_COMPLEX64,
op::DataType::DT_COMPLEX128};
static bool IsAiCoreSupport(const aclTensor* self)
{
if (IsRegBase()) {
return CheckType(self->GetDataType(), ASCEND950_DTYPE_SUPPORT_LIST);
}
return CheckType(self->GetDataType(), AICORE910_DTYPE_SUPPORT_LIST);
}
static const aclTensor* NotEqualAiCore(const aclTensor* self, const aclTensor* other, aclTensor* neOut,
aclOpExecutor* executor)
{
L0_DFX(NotEqualAiCore, self, other, neOut);
auto ret = ADD_TO_LAUNCHER_LIST_AICORE(NotEqual, OP_INPUT(self, other), OP_OUTPUT(neOut));
OP_CHECK(ret == ACLNN_SUCCESS,
OP_LOGE(ACLNN_ERR_INNER_NULLPTR, "NotEqualAiCore ADD_TO_LAUNCHER_LIST_AICORE failed."), return nullptr);
return neOut;
}
static const aclTensor* NotEqualAiCpu(const aclTensor* self, const aclTensor* other, aclTensor* neOut,
aclOpExecutor* executor)
{
L0_DFX(NotEqualAiCpu, self, other);
static internal::AicpuTaskSpace space("NotEqual");
auto ret = ADD_TO_LAUNCHER_LIST_AICPU(NotEqual, OP_ATTR_NAMES(), OP_INPUT(self, other), OP_OUTPUT(neOut));
CHECK_RET(ret == ACLNN_SUCCESS, nullptr);
return neOut;
}
static const aclTensor* NotEqualAiCpuTf(const aclTensor* self, const aclTensor* other, aclTensor* neOut,
aclOpExecutor* executor)
{
L0_DFX(NotEqualAiCpuTf, self, other);
static internal::AicpuTaskSpace space("NotEqual", ge::DEPEND_IN_SHAPE, true);
auto ret = ADD_TO_LAUNCHER_LIST_AICPU(NotEqual, OP_ATTR_NAMES({"T", "incompatible_shape_error"}),
OP_INPUT(self, other), OP_OUTPUT(neOut), OP_ATTR(self->GetDataType(), true));
CHECK_RET(ret == ACLNN_SUCCESS, nullptr);
return neOut;
}
const aclTensor* NotEqual(const aclTensor* self, const aclTensor* other, aclOpExecutor* executor)
{
op::Shape outShape;
if (!BroadcastInferShape(self->GetViewShape(), other->GetViewShape(), outShape)) {
OP_LOGE(ACLNN_ERR_PARAM_INVALID, "Broadcast %s and %s failed.", op::ToString(self->GetViewShape()).GetString(),
op::ToString(other->GetViewShape()).GetString());
return nullptr;
}
auto neOut = executor->AllocTensor(outShape, op::DataType::DT_BOOL, op::Format::FORMAT_ND);
if (IsAiCoreSupport(self) && IsAiCoreSupport(other)) {
return NotEqualAiCore(self, other, neOut, executor);
} else {
if (CheckType(self->GetDataType(), AICPU_TF_DTYPE_SUPPORT_LIST) ||
CheckType(other->GetDataType(), AICPU_TF_DTYPE_SUPPORT_LIST)) {
return NotEqualAiCpuTf(self, other, neOut, executor);
} else {
return NotEqualAiCpu(self, other, neOut, executor);
}
}
}
}