* Copyright (c) 2025-2026 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 "prelu.h"
#include "opdev/aicpu/aicpu_task.h"
#include "opdev/data_type_utils.h"
#include "opdev/format_utils.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_util.h"
using namespace op;
namespace l0op {
OP_TYPE_REGISTER(PRelu);
static const std::initializer_list<op::DataType> AICORE_DTYPE_SUPPORT_LIST = {DataType::DT_FLOAT, DataType::DT_FLOAT16};
static const std::initializer_list<op::DataType> ASCEND910B_AICORE_DTYPE_SUPPORT_LIST = {
DataType::DT_FLOAT, DataType::DT_FLOAT16, DataType::DT_BF16};
static bool IsAiCoreSupport(const aclTensor* self)
{
auto curArch = GetCurrentPlatformInfo().GetCurNpuArch();
if (curArch == NpuArch::DAV_2201 || Ops::NN::AclnnUtil::IsRegbase(curArch)) {
return CheckType(self->GetDataType(), ASCEND910B_AICORE_DTYPE_SUPPORT_LIST);
}
return CheckType(self->GetDataType(), AICORE_DTYPE_SUPPORT_LIST);
}
static const aclTensor* PReluAiCore(const aclTensor* self, const aclTensor* weight, const aclTensor* preluOut,
aclOpExecutor* executor)
{
L0_DFX(PReluAiCore, self, weight, preluOut);
ADD_TO_LAUNCHER_LIST_AICORE(PRelu, OP_INPUT(self, weight), OP_OUTPUT(preluOut));
return preluOut;
}
[[maybe_unused]] static const aclTensor* PReluAiCpu(const aclTensor* self, const aclTensor* weight,
const aclTensor* preluOut, aclOpExecutor* executor)
{
L0_DFX(PReluAiCpu, self, weight, preluOut);
static internal::AicpuTaskSpace space("PRelu");
auto ret = ADD_TO_LAUNCHER_LIST_AICPU(PRelu, OP_ATTR_NAMES(), OP_INPUT(self, weight), OP_OUTPUT(preluOut));
CHECK_RET(ret == ACLNN_SUCCESS, nullptr);
return preluOut;
}
const aclTensor* PRelu(const aclTensor* self, const aclTensor* weight, aclOpExecutor* executor)
{
auto preluOut = executor->AllocTensor(self->GetViewShape(), self->GetDataType(), self->GetViewFormat());
auto ret = INFER_SHAPE(PRelu, OP_INPUT(self, weight), OP_OUTPUT(preluOut), OP_EMPTY_ARG);
if (ret != ACLNN_SUCCESS) {
OP_LOGE(ACLNN_ERR_PARAM_INVALID, "InferShape failed.");
return nullptr;
}
if (IsAiCoreSupport(self)) {
return PReluAiCore(self, weight, preluOut, executor);
}
OP_LOGE(ACLNN_ERR_INNER_NULLPTR, "prelu is both not supported in aicore and aicpu");
return nullptr;
}
}