1 /* Copyright 2019 The TensorFlow Authors. All Rights Reserved. 2 3 Licensed under the Apache License, Version 2.0 (the "License"); 4 you may not use this file except in compliance with the License. 5 You may obtain a copy of the License at 6 7 http://www.apache.org/licenses/LICENSE-2.0 8 9 Unless required by applicable law or agreed to in writing, software 10 distributed under the License is distributed on an "AS IS" BASIS, 11 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 See the License for the specific language governing permissions and 13 limitations under the License. 14 ==============================================================================*/ 15 #ifndef TENSORFLOW_CORE_KERNELS_DATA_PADDED_BATCH_DATASET_OP_H_ 16 #define TENSORFLOW_CORE_KERNELS_DATA_PADDED_BATCH_DATASET_OP_H_ 17 18 #include "tensorflow/core/framework/dataset.h" 19 20 namespace tensorflow { 21 namespace data { 22 23 class PaddedBatchDatasetOp : public UnaryDatasetOpKernel { 24 public: 25 static constexpr const char* const kDatasetType = "PaddedBatch"; 26 static constexpr const char* const kInputDataset = "input_dataset"; 27 static constexpr const char* const kBatchSize = "batch_size"; 28 static constexpr const char* const kPaddedShapes = "padded_shapes"; 29 static constexpr const char* const kPaddingValues = "padding_values"; 30 static constexpr const char* const kDropRemainder = "drop_remainder"; 31 static constexpr const char* const kParallelCopy = "parallel_copy"; 32 static constexpr const char* const kToutputTypes = "Toutput_types"; 33 static constexpr const char* const kOutputShapes = "output_shapes"; 34 static constexpr const char* const kNumPaddedShapes = "N"; 35 36 explicit PaddedBatchDatasetOp(OpKernelConstruction* ctx); 37 38 protected: 39 void MakeDataset(OpKernelContext* ctx, DatasetBase* input, 40 DatasetBase** output) override; 41 42 private: 43 class Dataset; 44 const int op_version_; 45 bool parallel_copy_ = false; 46 }; 47 48 } // namespace data 49 } // namespace tensorflow 50 51 #endif // TENSORFLOW_CORE_KERNELS_DATA_PADDED_BATCH_DATASET_OP_H_ 52