/** * Copyright 2020-2021 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. */ #ifndef MINDSPORE_CCSRC_MINDDATA_DATASET_INCLUDE_EXECUTE_H_ #define MINDSPORE_CCSRC_MINDDATA_DATASET_INCLUDE_EXECUTE_H_ #include #include #include #include #include "include/api/context.h" #include "include/api/types.h" #include "include/constants.h" #include "include/transforms.h" namespace mindspore { namespace dataset { class DeviceResource; // class to run tensor operations in eager mode class Execute { public: /// \brief Constructor // FIXME - Temporarily overload Execute to support both TensorOperation and TensorTransform explicit Execute(std::shared_ptr op, MapTargetDevice deviceType = MapTargetDevice::kCpu); explicit Execute(std::shared_ptr op, MapTargetDevice deviceType = MapTargetDevice::kCpu); explicit Execute(std::reference_wrapper op, MapTargetDevice deviceType = MapTargetDevice::kCpu); explicit Execute(TensorTransform *op, MapTargetDevice deviceType = MapTargetDevice::kCpu); explicit Execute(std::vector> ops, MapTargetDevice deviceType = MapTargetDevice::kCpu); explicit Execute(std::vector> ops, MapTargetDevice deviceType = MapTargetDevice::kCpu); explicit Execute(const std::vector> ops, MapTargetDevice deviceType = MapTargetDevice::kCpu); explicit Execute(std::vector ops, MapTargetDevice deviceType = MapTargetDevice::kCpu); /// \brief Destructor ~Execute(); /// \brief callable function to execute the TensorOperation in eager mode /// \param[in] input Tensor to be transformed /// \param[out] output Transformed tensor /// \return Status code Status operator()(const mindspore::MSTensor &input, mindspore::MSTensor *output); /// \brief callable function to execute the TensorOperation in eager mode /// \param[in] input_tensor_list List of Tensor to be transformed /// \param[out] out Result tensor after transform /// \return - Status Status operator()(const std::vector &input_tensor_list, std::vector *out); Status DeviceMemoryRelease(); std::string AippCfgGenerator(); private: Status ParseTransforms_(); Status validate_device_(); std::vector> transforms_; std::vector> ops_; MapTargetDevice device_type_; std::shared_ptr device_resource_; struct ExtraInfo; std::shared_ptr info_; }; } // namespace dataset } // namespace mindspore #endif // MINDSPORE_CCSRC_MINDDATA_DATASET_INCLUDE_EXECUTE_H_