* 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 "flatten.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(Flatten);
static const std::initializer_list<op::DataType> ASCEND910_AICORE_DTYPE_SUPPORT_LIST = {
op::DataType::DT_FLOAT, op::DataType::DT_FLOAT16, op::DataType::DT_INT32, op::DataType::DT_INT8,
op::DataType::DT_UINT8, op::DataType::DT_INT64, op::DataType::DT_INT16, op::DataType::DT_UINT16,
op::DataType::DT_UINT32, op::DataType::DT_UINT64, op::DataType::DT_BOOL};
static const std::initializer_list<op::DataType> ASCEND910B_AICORE_DTYPE_SUPPORT_LIST = {
op::DataType::DT_FLOAT, op::DataType::DT_FLOAT16, op::DataType::DT_INT32, op::DataType::DT_INT8,
op::DataType::DT_UINT8, op::DataType::DT_INT64, op::DataType::DT_INT16, op::DataType::DT_UINT16,
op::DataType::DT_UINT32, op::DataType::DT_UINT64, op::DataType::DT_BOOL, op::DataType::DT_BF16};
static bool IsAiCoreSupport(const aclTensor *self) {
SocVersion version = GetCurrentPlatformInfo().GetSocVersion();
if (version == SocVersion::ASCEND910) {
return CheckType(self->GetDataType(), ASCEND910_AICORE_DTYPE_SUPPORT_LIST);
}
return CheckType(self->GetDataType(), ASCEND910B_AICORE_DTYPE_SUPPORT_LIST);
}
static const aclTensor* FlattenAiCore(const aclTensor *self, int64_t axis, aclTensor *out, aclOpExecutor *executor) {
L0_DFX(FlattenAiCore, self, axis, out);
auto ret = ADD_TO_LAUNCHER_LIST_AICORE(Flatten,
OP_INPUT(self),
OP_OUTPUT(out),
OP_ATTR(axis));
OP_CHECK(ret == ACLNN_SUCCESS, OP_LOGE(ACLNN_ERR_INNER_NULLPTR, "FlattenAiCore ADD_TO_LAUNCHER_LIST_AICORE failed."),
return nullptr);
return out;
}
const aclTensor* Flatten(const aclTensor *self, aclOpExecutor *executor, int64_t axis) {
if (!IsAiCoreSupport(self)) {
return nullptr;
}
op::Shape outShape;
int64_t dim0 = 1;
int64_t dim1 = 1;
size_t selfDim = self->GetViewShape().GetDimNum();
for (int64_t i = 0; i < axis; i++) {
dim0 *= self->GetViewShape().GetDim(i);
}
for (size_t i = axis; i < selfDim; i++) {
dim1 *= self->GetViewShape().GetDim(i);
}
outShape.AppendDim(dim0);
outShape.AppendDim(dim1);
auto flattenOut = executor->AllocTensor(outShape, self->GetDataType(), op::Format::FORMAT_ND);
if (flattenOut == nullptr) {
OP_LOGE(ACLNN_ERR_INNER_NULLPTR, "[Flatten] alloc out tensor failed.");
return flattenOut;
}
return FlattenAiCore(self, axis, flattenOut, executor);
}
}