/* * Copyright 2022 Google LLC * * 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 FCP_AGGREGATION_TENSORFLOW_CHECKPOINT_WRITER_H_ #define FCP_AGGREGATION_TENSORFLOW_CHECKPOINT_WRITER_H_ #include #include "absl/status/status.h" #include "fcp/aggregation/core/tensor.h" #include "tensorflow/core/util/tensor_slice_writer.h" namespace fcp::aggregation::tensorflow { // This class wraps TensorSliceWriter and provides a similar // functionality but accepts Aggregation Core tensors instead. // This class is designed to write only dense tensors that consist of a // single slice. class CheckpointWriter final { public: // CheckpointReader is neither copyable nor moveable CheckpointWriter(const CheckpointWriter&) = delete; CheckpointWriter& operator=(const CheckpointWriter&) = delete; // Constructs CheckpointWriter for the given filename. explicit CheckpointWriter(const std::string& filename); // Constructs CheckpointWriter for the given filename and // CreateBuilderFunction. explicit CheckpointWriter( const std::string& filename, ::tensorflow::checkpoint::TensorSliceWriter::CreateBuilderFunction create_builder_fn); // Adds a tensor to the checkpoint. absl::Status Add(const std::string& tensor_name, const Tensor& tensor); // Writes the checkpoint to the file. absl::Status Finish(); private: ::tensorflow::checkpoint::TensorSliceWriter tensorflow_writer_; }; } // namespace fcp::aggregation::tensorflow #endif // FCP_AGGREGATION_TENSORFLOW_CHECKPOINT_WRITER_H_