* 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 "pow.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/shape_utils.h"
#include "opdev/platform.h"
#include "opdev/op_log.h"
#include "op_api/aclnn_check.h"
using namespace op;
namespace l0op {
OP_TYPE_REGISTER(Pow);
static const std::initializer_list<op::DataType> AICORE_DTYPE_SUPPORT_LIST = {
op::DataType::DT_FLOAT, op::DataType::DT_FLOAT16, op::DataType::DT_INT32,
op::DataType::DT_INT8, op::DataType::DT_UINT8};
static const std::initializer_list<op::DataType> AICORE_DTYPE_950_SUPPORT_LIST = {
op::DataType::DT_FLOAT, op::DataType::DT_FLOAT16, op::DataType::DT_BF16,
op::DataType::DT_INT32, op::DataType::DT_INT16, op::DataType::DT_INT8,
op::DataType::DT_UINT8};
static bool IsAiCoreSupport(const aclTensor *self) {
auto socVersion = GetCurrentPlatformInfo().GetSocVersion();
if (IsRegBase()) {
return (CheckType(self->GetDataType(), AICORE_DTYPE_950_SUPPORT_LIST));
}
if (socVersion >= SocVersion::ASCEND910B && socVersion <= SocVersion::ASCEND910E) {
return (CheckType(self->GetDataType(), AICORE_DTYPE_SUPPORT_LIST) ||
self->GetDataType() == op::DataType::DT_BF16);
}
return CheckType(self->GetDataType(), AICORE_DTYPE_SUPPORT_LIST);
}
static const aclTensor *PowAiCore(const aclTensor *self, const aclTensor *exponent,
aclTensor *powOut, aclOpExecutor *executor) {
L0_DFX(PowAiCore, self, exponent, powOut);
auto ret = ADD_TO_LAUNCHER_LIST_AICORE(Pow,
OP_INPUT(self, exponent),
OP_OUTPUT(powOut));
OP_CHECK(
ret == ACL_SUCCESS, OP_LOGE(ACLNN_ERR_INNER_NULLPTR, "PowAiCore ADD_TO_LAUNCHER_LIST_AICORE failed."),
return nullptr);
return powOut;
}
static const aclTensor *PowAiCpu(const aclTensor *self, const aclTensor *exponent,
aclTensor *powOut, aclOpExecutor *executor) {
L0_DFX(PowAiCpu, self, exponent, powOut);
static internal::AicpuTaskSpace space("Pow", ge::DEPEND_IN_SHAPE, false);
auto ret = ADD_TO_LAUNCHER_LIST_AICPU(Pow,
OP_ATTR_NAMES(),
OP_INPUT(self, exponent),
OP_OUTPUT(powOut));
CHECK_RET(ret == ACLNN_SUCCESS, nullptr);
return powOut;
}
const aclTensor *Pow(const aclTensor *self, const aclTensor *exponent, aclOpExecutor *executor) {
op::Shape broadcastShape;
if (!BroadcastInferShape(self->GetViewShape(), exponent->GetViewShape(), broadcastShape)) {
OP_LOGE(ACLNN_ERR_PARAM_INVALID, "Broadcast %s and %s failed.", op::ToString(self->GetViewShape()).GetString(),
op::ToString(exponent->GetViewShape()).GetString());
return nullptr;
}
auto powOut = executor->AllocTensor(broadcastShape, self->GetDataType());
CHECK_RET(powOut != nullptr, nullptr);
if (IsAiCoreSupport(self)) {
return PowAiCore(self, exponent, powOut, executor);
} else {
return PowAiCpu(self, exponent, powOut, executor);
}
}
const aclTensor* InplacePow(const aclTensor* self, const aclTensor* exponent, aclOpExecutor* executor)
{
auto powOut = const_cast<aclTensor*>(exponent);
CHECK_RET(powOut != nullptr, nullptr);
if (IsAiCoreSupport(self)) {
return PowAiCore(self, exponent, powOut, executor);
} else {
return PowAiCpu(self, exponent, powOut, executor);
}
}
}