STT-tensorflow/tensorflow/compiler/xla/service/conditional_code_motion.h
A. Unique TensorFlower 397494a231 Hoisting unconditional converts from conditional branch computations.
PiperOrigin-RevId: 317239618
Change-Id: If3b16ff4f2bbcf38ee1ca51f5e8b187c58ab8e91
2020-06-18 20:58:13 -07:00

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/* 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_CONDITIONAL_CODE_MOTION_H_
#define TENSORFLOW_COMPILER_XLA_SERVICE_CONDITIONAL_CODE_MOTION_H_
#include "absl/strings/string_view.h"
#include "tensorflow/compiler/xla/service/hlo_module.h"
#include "tensorflow/compiler/xla/service/hlo_pass_interface.h"
#include "tensorflow/compiler/xla/statusor.h"
namespace xla {
// ConditionalCodeMotion specializes in hoisting/rematerializing
// unconditional converts in the default mode.
// When pursue_full_conditional_code_motion_ is set to true, the
// full HLO pass moves identical ops out of a conditional in addition to moving
// converts.
// - The definition of identical are the shape of the operands are identical
// and their properties are identical.
// - Currently, only some types of instructions is supported.
// TODO(b/154283721): relax non-sharable operand constraint and avoid copies in
// the new root.
// - Only the identical ops that won't share operands with other ops will
// be moved out of conditional.
class ConditionalCodeMotion : public HloModulePass {
public:
// If is_layout_sensitive is true, then the hoist process preserves layout
// during identical comparison. Otherwise, layout is ignored.
explicit ConditionalCodeMotion(
bool is_layout_sensitive = true,
bool pursue_full_conditional_code_motion = false)
: is_layout_sensitive_(is_layout_sensitive),
pursue_full_conditional_code_motion_(
pursue_full_conditional_code_motion) {}
absl::string_view name() const override { return "conditional-code-motion"; }
StatusOr<bool> Run(HloModule* module) override;
private:
const bool is_layout_sensitive_;
const bool pursue_full_conditional_code_motion_;
};
} // namespace xla
#endif // TENSORFLOW_COMPILER_XLA_SERVICE_CONDITIONAL_CODE_MOTION_H_