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Diffstat (limited to 'tensorflow/compiler/xla/service/cpu/cpu_parallelization_preparation.h')
-rw-r--r-- | tensorflow/compiler/xla/service/cpu/cpu_parallelization_preparation.h | 46 |
1 files changed, 46 insertions, 0 deletions
diff --git a/tensorflow/compiler/xla/service/cpu/cpu_parallelization_preparation.h b/tensorflow/compiler/xla/service/cpu/cpu_parallelization_preparation.h new file mode 100644 index 0000000000..3d6cfb258f --- /dev/null +++ b/tensorflow/compiler/xla/service/cpu/cpu_parallelization_preparation.h @@ -0,0 +1,46 @@ +/* Copyright 2017 The TensorFlow Authors. All Rights Reserved. + +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 TENSORFLOW_COMPILER_XLA_SERVICE_CPU_CPU_PARALLELIZATION_PREPARATION_H_ +#define TENSORFLOW_COMPILER_XLA_SERVICE_CPU_CPU_PARALLELIZATION_PREPARATION_H_ + +#include "tensorflow/compiler/xla/service/hlo_module.h" +#include "tensorflow/compiler/xla/service/hlo_pass.h" + +namespace xla { +namespace cpu { + +// This pass prepares an HLO module for parallel execution by transforming +// subgraphs of the top-level computation into embedded computations which can +// be executed in parallel. +// TODO(b/29630486): Currently, it is limited to turning all instructions (which +// are not constants or parameters) in the entry computation into embedded +// computations. However, it could make sense to coarsen the parallelization to +// improve cache locality. Also, we will need to do something to intelligently +// handle While constructs. +class ParallelizationPreparation : public HloPass { + public: + explicit ParallelizationPreparation() : HloPass("cpu-parallel-prepare") {} + ~ParallelizationPreparation() override {} + + // Run instruction fusion on the given computation. Returns whether the + // computation was changed. + StatusOr<bool> Run(HloModule* module) override; +}; + +} // namespace cpu +} // namespace xla + +#endif // TENSORFLOW_COMPILER_XLA_SERVICE_CPU_CPU_PARALLELIZATION_PREPARATION_H_ |