/** * Copyright 2021 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. */ /** * @addtogroup MindSpore * @{ * * @brief 提供MindSpore Lite的模型推理相关接口。 * * @Syscap SystemCapability.Ai.MindSpore * @since 9 */ /** * @file tensor.h * * @brief 提供了张量相关的接口,可用于创建和修改张量信息。 * * @library libmindspore_lite_ndk.so * @since 9 */ #ifndef MINDSPORE_INCLUDE_C_API_TENSOE_C_H #define MINDSPORE_INCLUDE_C_API_TENSOE_C_H #include #include "mindspore/status.h" #include "mindspore/types.h" #include "mindspore/data_type.h" #include "mindspore/format.h" #ifdef __cplusplus extern "C" { #endif typedef void *OH_AI_TensorHandle; /** * @brief Create a tensor object. * @param name The name of the tensor. * @param type The data type of the tensor. * @param shape The shape of the tensor. * @param shape_num The num of the shape. * @param data The data pointer that points to allocated memory. * @param data_len The length of the memory, in bytes. * @return Tensor object handle. * @since 9 */ OH_AI_API OH_AI_TensorHandle OH_AI_TensorCreate(const char *name, OH_AI_DataType type, const int64_t *shape, size_t shape_num, const void *data, size_t data_len); /** * @brief Destroy the tensor object. * @param tensor Tensor object handle address. * @since 9 */ OH_AI_API void OH_AI_TensorDestroy(OH_AI_TensorHandle *tensor); /** * @brief Obtain a deep copy of the tensor. * @param tensor Tensor object handle. * @return Tensor object handle. * @since 9 */ OH_AI_API OH_AI_TensorHandle OH_AI_TensorClone(OH_AI_TensorHandle tensor); /** * @brief Set the name for the tensor. * @param tensor Tensor object handle. * @param name The name of the tensor. * @since 9 */ OH_AI_API void OH_AI_TensorSetName(OH_AI_TensorHandle tensor, const char *name); /** * @brief Obtain the name of the tensor. * @param tensor Tensor object handle. * @return The name of the tensor. * @since 9 */ OH_AI_API const char *OH_AI_TensorGetName(const OH_AI_TensorHandle tensor); /** * @brief Set the data type for the tensor. * @param tensor Tensor object handle. * @param type The data type of the tensor. * @since 9 */ OH_AI_API void OH_AI_TensorSetDataType(OH_AI_TensorHandle tensor, OH_AI_DataType type); /** * @brief Obtain the data type of the tensor. * @param tensor Tensor object handle. * @return The date type of the tensor. * @since 9 */ OH_AI_API OH_AI_DataType OH_AI_TensorGetDataType(const OH_AI_TensorHandle tensor); /** * @brief Set the shape for the tensor. * @param tensor Tensor object handle. * @param shape The shape array. * @param shape_num Dimension of shape. * @since 9 */ OH_AI_API void OH_AI_TensorSetShape(OH_AI_TensorHandle tensor, const int64_t *shape, size_t shape_num); /** * @brief Obtain the shape of the tensor. * @param tensor Tensor object handle. * @param shape_num Dimension of shape. * @return The shape array of the tensor. * @since 9 */ OH_AI_API const int64_t *OH_AI_TensorGetShape(const OH_AI_TensorHandle tensor, size_t *shape_num); /** * @brief Set the format for the tensor. * @param tensor Tensor object handle. * @param format The format of the tensor. * @since 9 */ OH_AI_API void OH_AI_TensorSetFormat(OH_AI_TensorHandle tensor, OH_AI_Format format); /** * @brief Obtain the format of the tensor. * @param tensor Tensor object handle. * @return The format of the tensor. * @since 9 */ OH_AI_API OH_AI_Format OH_AI_TensorGetFormat(const OH_AI_TensorHandle tensor); /** * @brief Obtain the data for the tensor. * @param tensor Tensor object handle. * @param data A pointer to the data of the tensor. * @since 9 */ OH_AI_API void OH_AI_TensorSetData(OH_AI_TensorHandle tensor, void *data); /** * @brief Obtain the data pointer of the tensor. * @param tensor Tensor object handle. * @return The data pointer of the tensor. * @since 9 */ OH_AI_API const void *OH_AI_TensorGetData(const OH_AI_TensorHandle tensor); /** * @brief Obtain the mutable data pointer of the tensor. If the internal data is empty, it will allocate memory. * @param tensor Tensor object handle. * @return The data pointer of the tensor. * @since 9 */ OH_AI_API void *OH_AI_TensorGetMutableData(const OH_AI_TensorHandle tensor); /** * @brief Obtain the element number of the tensor. * @param tensor Tensor object handle. * @return The element number of the tensor. * @since 9 */ OH_AI_API int64_t OH_AI_TensorGetElementNum(const OH_AI_TensorHandle tensor); /** * @brief Obtain the data size fo the tensor. * @param tensor Tensor object handle. * @return The data size of the tensor. * @since 9 */ OH_AI_API size_t OH_AI_TensorGetDataSize(const OH_AI_TensorHandle tensor); /** * @brief Set the data for the tensor with user-allocated data buffer. * * The main purpose of this interface is providing a way of using memory already allocated by user as the Model's * input, but not which allocated inside the Model object. It can reduce one copy. \n * Note: The tensor won't free the data provided by invoker. Invoker has the responsibility to free it. And this * free action should not be preformed before destruction of the tensor. \n * * @param tensor Tensor object handle. * @param data A pointer to the user data buffer. * @param data the byte size of the user data buffer. * @return OH_AI_STATUS_SUCCESS if success, or detail error code if failed. * @since 10 */ OH_AI_API OH_AI_Status OH_AI_TensorSetUserData(OH_AI_TensorHandle tensor, void *data, size_t data_size); #ifdef __cplusplus } #endif #endif // MINDSPORE_INCLUDE_C_API_TENSOE_C_H