var_handle.h 4.7 KB
Newer Older
Y
Yu Yang 已提交
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
//   Copyright (c) 2018 PaddlePaddle 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.

#pragma once
X
Xin Pan 已提交
16 17

#include <algorithm>
Y
Yu Yang 已提交
18 19 20
#include <sstream>
#include <string>
#include <unordered_set>
Y
Yu Yang 已提交
21
#include <utility>
Y
Yu Yang 已提交
22

X
Xin Pan 已提交
23
#include "paddle/fluid/framework/ir/node.h"
Y
Yu Yang 已提交
24 25 26 27 28
#include "paddle/fluid/platform/place.h"

namespace paddle {
namespace framework {
namespace details {
Q
qiaolongfei 已提交
29
class OpHandleBase;
Y
Yu Yang 已提交
30

X
clean  
Xin Pan 已提交
31 32 33
// Wraps ir::Node and provide helper utilities.
// It's responsible for populating necessary fields of ir::Node.
//
Y
Yu Yang 已提交
34 35 36 37
// VarHandleBase is the var node in the dependency graph.
// A variable can only be generated by a single operator. i.e.
// This is a single assignment graph.
struct VarHandleBase {
X
Xin Pan 已提交
38
  // Owned by `node`. No need to be deleted explicitly.
X
clean1  
Xin Pan 已提交
39 40 41
  explicit VarHandleBase(ir::Node* node) : node_(node) {
    node_->WrappedBy(this);
  }
X
Xin Pan 已提交
42

Y
Yu Yang 已提交
43
  virtual ~VarHandleBase();
X
Xin Pan 已提交
44

Y
Yu Yang 已提交
45
  virtual std::string DebugString() const = 0;
46
  virtual const std::string& Name() const = 0;
Y
Yu Yang 已提交
47

X
Xin Pan 已提交
48 49 50 51 52 53 54 55
  void AddInput(OpHandleBase* in, ir::Node* node) {
    node_->inputs.clear();
    node_->inputs.push_back(node);
    generated_op_ = in;
  }

  void AddOutput(OpHandleBase* out, ir::Node* node) {
    if (pending_ops_.find(out) == pending_ops_.end()) {
C
chengduozh 已提交
56 57
      PADDLE_ENFORCE(out != nullptr, "The output of %s should not be nullptr",
                     this->Node()->Name());
X
Xin Pan 已提交
58 59 60 61 62 63 64
      pending_ops_.insert(out);
      node_->outputs.push_back(node);
    }
  }

  void RemoveOutput(OpHandleBase* out, ir::Node* node) {
    pending_ops_.erase(out);
X
polish  
Xin Pan 已提交
65
    node_->outputs.erase(
X
fix  
Xin Pan 已提交
66 67
        std::remove(node_->outputs.begin(), node_->outputs.end(), node),
        node_->outputs.end());
X
Xin Pan 已提交
68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83
  }

  void ClearGeneratedOp() {
    generated_op_ = nullptr;
    node_->inputs.clear();
  }

  OpHandleBase* GeneratedOp() { return generated_op_; }

  const std::unordered_set<OpHandleBase*>& PendingOps() const {
    return pending_ops_;
  }

  ir::Node* Node() { return node_; }

 protected:
Y
Yu Yang 已提交
84 85
  // The operator who generate this variable. nullptr if the variable
  // is a root node.
Y
Yu Yang 已提交
86
  OpHandleBase* generated_op_{nullptr};
Y
Yu Yang 已提交
87 88

  // Operators which depend on this variable ready.
Y
Yu Yang 已提交
89
  std::unordered_set<OpHandleBase*> pending_ops_;
X
Xin Pan 已提交
90
  ir::Node* node_;
Y
Yu Yang 已提交
91 92 93 94 95 96 97 98
};

// VarHandle is actually a single version of Runtime Variable.
// Variable in Runtime mapped to many VarHandles in Graph.
// Each assignment will generate a new var handle with newer version.
//
// NOTE: runtime variables have place.
struct VarHandle : public VarHandleBase {
X
Xin Pan 已提交
99 100
  virtual ~VarHandle();

Y
Yu Yang 已提交
101 102
  std::string DebugString() const override;

X
Xin Pan 已提交
103 104 105 106
  VarHandle(ir::Node* node, size_t version, size_t scope_index,
            std::string name, platform::Place place)
      : VarHandleBase(node),
        version_(version),
Y
Yu Yang 已提交
107 108 109 110
        scope_idx_(scope_index),
        name_(std::move(name)),
        place_(std::move(place)) {}

111 112 113 114 115 116 117 118 119 120 121 122 123 124
#ifdef PADDLE_WITH_CUDA
  bool HasEvent() { return has_event_; }

  const cudaEvent_t& GetEvent() {
    PADDLE_ENFORCE(HasEvent(), "The event is not set.");
    return event_;
  }

  void SetGenerateEvent(const cudaEvent_t& event) {
    has_event_ = true;
    event_ = event;
  }
#endif

Y
Yu Yang 已提交
125 126
  // version field currently is not used, however, just store the version to
  // debug easily.
G
gongweibao 已提交
127
 private:
Y
Yu Yang 已提交
128
  size_t version_;
C
chengduoZH 已提交
129
  size_t scope_idx_;
Y
Yu Yang 已提交
130 131
  std::string name_;
  platform::Place place_;
132 133 134 135 136
#ifdef PADDLE_WITH_CUDA
  // Only when this event is triggered, var is generated.
  cudaEvent_t event_;
  bool has_event_{false};
#endif
Y
Yu Yang 已提交
137

G
gongweibao 已提交
138
 public:
C
chengduoZH 已提交
139
  bool IsTheSameVar(const VarHandle& o) const {
Y
Yu Yang 已提交
140 141 142
    return o.generated_op_ == generated_op_ && o.name_ == name_ &&
           o.scope_idx_ == scope_idx_;
  }
G
gongweibao 已提交
143 144 145

  size_t version() const { return version_; }
  size_t scope_idx() const { return scope_idx_; }
146
  const std::string& Name() const override { return name_; }
G
gongweibao 已提交
147 148
  const std::string& name() const { return name_; }
  const platform::Place& place() const { return place_; }
Y
Yu Yang 已提交
149 150 151 152
};

// Dummy Variable. It is used to represent dependencies between operators
struct DummyVarHandle : public VarHandleBase {
X
Xin Pan 已提交
153 154
  explicit DummyVarHandle(ir::Node* node) : VarHandleBase(node) {}

X
Xin Pan 已提交
155 156
  virtual ~DummyVarHandle();

Y
Yu Yang 已提交
157
  std::string DebugString() const override;
158 159 160 161

 public:
  const std::string& Name() const override { return name_; }
  std::string name_{"DummyVar"};
Y
Yu Yang 已提交
162 163 164 165 166
};

}  // namespace details
}  // namespace framework
}  // namespace paddle