1 /* Copyright 2018 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_COMPILER_XLA_SERVICE_SPACE_TO_BATCH_CONVERTER_H_ 16 #define TENSORFLOW_COMPILER_XLA_SERVICE_SPACE_TO_BATCH_CONVERTER_H_ 17 18 #include "absl/strings/string_view.h" 19 #include "tensorflow/compiler/xla/service/hlo_module.h" 20 #include "tensorflow/compiler/xla/service/hlo_pass_interface.h" 21 #include "tensorflow/compiler/xla/status_macros.h" 22 23 namespace xla { 24 25 // A pass which rewrites convolutions such that space dimension is turned into 26 // batch. 27 class ConvolutionSpaceToBatchConverter : public HloModulePass { 28 public: 29 explicit ConvolutionSpaceToBatchConverter(int64 limit_on_batch_size = 1) limit_on_batch_size_(limit_on_batch_size)30 : limit_on_batch_size_(limit_on_batch_size) {} 31 name()32 absl::string_view name() const override { 33 return "convolution-space-to-batch-converter"; 34 } 35 36 // Run convolution rewriting on the given computation. Returns whether the 37 // computation was changed. 38 StatusOr<bool> Run(HloModule* module) override; 39 40 int64 limit_on_batch_size_; 41 }; 42 43 } // namespace xla 44 45 #endif // TENSORFLOW_COMPILER_XLA_SERVICE_SPACE_TO_BATCH_CONVERTER_H_ 46