* 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 "dropout_do_mask.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 "opdev/platform.h"
using namespace op;
namespace l0op {
OP_TYPE_REGISTER(DropOutDoMask);
static const std::initializer_list<op::DataType> ASCEND910_AICORE_DTYPE_SUPPORT_LIST = {
op::DataType::DT_FLOAT, op::DataType::DT_FLOAT16};
static const std::initializer_list<op::DataType> ASCEND910B_AICORE_DTYPE_SUPPORT_LIST = {
op::DataType::DT_FLOAT, op::DataType::DT_FLOAT16, op::DataType::DT_BF16};
static inline const std::initializer_list<op::DataType>& GetAiCoreDtypeSupportListBySocVersion()
{
auto npuArch = op::GetCurrentPlatformInfo().GetCurNpuArch();
switch (npuArch) {
case NpuArch::DAV_2201:
case NpuArch::DAV_3510: {
return ASCEND910B_AICORE_DTYPE_SUPPORT_LIST;
}
case NpuArch::DAV_1001: {
return ASCEND910_AICORE_DTYPE_SUPPORT_LIST;
}
default: {
return ASCEND910_AICORE_DTYPE_SUPPORT_LIST;
}
}
}
static inline bool IsAiCoreSupport(const aclTensor* input)
{
return CheckType(input->GetDataType(), GetAiCoreDtypeSupportListBySocVersion());
}
static const aclTensor* DropoutDoMaskAiCore(
const aclTensor* input, const aclTensor* mask, const aclTensor* prob, const aclTensor* out, aclOpExecutor* executor)
{
L0_DFX(DropoutDoMaskAiCore, input, mask, prob, out);
auto ret = ADD_TO_LAUNCHER_LIST_AICORE(DropOutDoMask, OP_INPUT(input, mask, prob), OP_OUTPUT(out));
OP_CHECK(
ret == ACL_SUCCESS, OP_LOGE(ACLNN_ERR_INNER_NULLPTR, "DropoutDoMaskAiCore ADD_TO_LAUNCHER_LIST_AICORE failed."),
return nullptr);
return out;
}
static const aclTensor* DropoutDoMaskAiCpu(
const aclTensor* input, const aclTensor* mask, const aclTensor* prob, const aclTensor* out, aclOpExecutor* executor)
{
L0_DFX(DropoutDoMaskAiCpu, input, mask, prob, out);
static internal::AicpuTaskSpace space("DropOutDoMask");
auto ret = ADD_TO_LAUNCHER_LIST_AICPU(DropOutDoMask, OP_ATTR_NAMES(), OP_INPUT(input, mask, prob), OP_OUTPUT(out));
OP_CHECK(
ret == ACL_SUCCESS, OP_LOGE(ACLNN_ERR_INNER_NULLPTR, "DropoutDoMaskAiCpu ADD_TO_LAUNCHER_LIST_AICPU failed."),
return nullptr);
return out;
}
const aclTensor* DropoutDoMask(
const aclTensor* input, const aclTensor* mask, const aclTensor* prob, aclOpExecutor* executor)
{
auto out = executor->AllocTensor(input->GetViewShape(), input->GetDataType());
if (IsAiCoreSupport(input)) {
return DropoutDoMaskAiCore(input, mask, prob, out, executor);
} else {
return DropoutDoMaskAiCpu(input, mask, prob, out, executor);
}
return out;
}
}