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graphengine/inc/graph/utils/tensor_utils.h

78 lines
4.2 KiB

/**
* Copyright 2019-2020 Huawei Technologies Co., Ltd
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#ifndef INC_GRAPH_UTILS_TENSOR_UTILS_H_
#define INC_GRAPH_UTILS_TENSOR_UTILS_H_
#include <vector>
#include "graph/def_types.h"
#include "graph/ge_error_codes.h"
#include "graph/ge_tensor.h"
namespace ge {
class TensorUtils {
public:
static ge::graphStatus GetSize(const GeTensorDesc &tensorDesc, int64_t &size);
static void SetSize(GeTensorDesc &tensorDesc, int64_t size);
static uint32_t GetWeightSize(const ConstGeTensorPtr &tensorPtr);
static uint32_t GetWeightSize(const GeTensor &tensor);
static uint32_t GetWeightSize(const GeTensorDesc &tensorDesc);
static uint8_t *GetWeightAddr(const ConstGeTensorPtr &tensorPtr, uint8_t *base);
static uint8_t *GetWeightAddr(const GeTensor &tensor, uint8_t *base);
static void SetWeightSize(GeTensorDesc &tensorDesc, uint32_t size);
static ge::graphStatus GetReuseInput(const GeTensorDesc &tensorDesc, bool &flag);
static void SetReuseInput(GeTensorDesc &tensorDesc, bool flag);
static ge::graphStatus GetOutputTensor(const GeTensorDesc &tensorDesc, bool &flag);
static void SetOutputTensor(GeTensorDesc &tensorDesc, bool flag);
static graphStatus GetDeviceType(const GeTensorDesc &tensorDesc, DeviceType &type);
static void SetDeviceType(GeTensorDesc &tensorDesc, DeviceType type);
static ge::graphStatus GetInputTensor(const GeTensorDesc &tensorDesc, bool &flag);
static void SetInputTensor(GeTensorDesc &tensorDesc, bool flag);
static ge::graphStatus GetRealDimCnt(const GeTensorDesc &tensorDesc, uint32_t &cnt);
static void SetRealDimCnt(GeTensorDesc &tensorDesc, uint32_t cnt);
static ge::graphStatus GetReuseInputIndex(const GeTensorDesc &tensorDesc, uint32_t &idx);
static void SetReuseInputIndex(GeTensorDesc &tensorDesc, uint32_t idx);
static ge::graphStatus GetDataOffset(const GeTensorDesc &tensorDesc, int64_t &offset);
static void SetDataOffset(GeTensorDesc &tensorDesc, int64_t offset);
static ge::graphStatus GetCmpsSize(const GeTensorDesc &tensorDesc, uint32_t &cmp_size);
static void SetCmpsSize(GeTensorDesc &tensorDesc, uint32_t cmp_size);
static ge::graphStatus GetCmpsTab(const GeTensorDesc &tensorDesc, vector<uint8_t> &vec);
static void SetCmpsTab(GeTensorDesc &tensorDesc, const uint8_t *data, size_t size);
static ge::graphStatus GetCmpsTabOffset(const GeTensorDesc &tensorDesc, int64_t &tab_offset);
static void SetCmpsTabOffset(GeTensorDesc &tensorDesc, int64_t tab_offset);
static ge::graphStatus GetCmpsInfo(const GeTensorDesc &tensorDesc, CompressInfo &info);
static void SetCmpsInfo(GeTensorDesc &tensorDesc, const CompressInfo &info);
static bool HasAlloffsetQuantizeInfo(const GeTensorDesc &tensorDesc);
static ge::graphStatus GetAlloffsetQuantizeInfo(const GeTensorDesc &tensorDesc, AllOffsetQuantizeInfo &info);
static void SetAlloffsetQuantizeInfo(GeTensorDesc &tensorDesc, const AllOffsetQuantizeInfo &info);
static ge::graphStatus GetRC(const GeTensorDesc &tensorDesc, uint32_t &rc);
static void SetRC(GeTensorDesc &tensorDesc, uint32_t rc);
///
/// calculate tensor mem size.
/// @param shape tensor shape
/// @param format tensor format
/// @param data_type tensor data type
/// @param mem_size -1 means unknown shape,other means mem size
/// @return GRAPH_SUCCESS:success, other:failed
///
static ge::graphStatus CalcTensorMemSize(const GeShape &shape, Format format, DataType data_type, int64_t &mem_size);
static ge::graphStatus GetTensorMemorySizeInBytes(const GeTensorDesc &desc_temp, int64_t &size_temp);
static ge::graphStatus GetTensorSizeInBytes(const GeTensorDesc &desc_temp, int64_t &size_temp);
};
} // namespace ge
#endif // INC_GRAPH_UTILS_TENSOR_UTILS_H_