variable_response.h 4.3 KB
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//   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

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#include <string>

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#include "paddle/fluid/framework/data_type.h"
#include "paddle/fluid/framework/lod_tensor.h"
#include "paddle/fluid/framework/scope.h"
#include "paddle/fluid/framework/selected_rows.h"
#include "paddle/fluid/framework/var_type.h"

#include "google/protobuf/io/coded_stream.h"
#include "google/protobuf/io/zero_copy_stream.h"
#include "paddle/fluid/framework/tensor.h"
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#include "paddle/fluid/operators/distributed/send_recv.pb.h"
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DECLARE_string(rpc_server_profile_path);

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namespace paddle {
namespace operators {
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namespace distributed {
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// Source provides a way for a particular RPC implementation to provide
// received data to ParseFrom.
class Source {
 public:
  virtual ~Source() {}

  // Return the stream that contains the data to be parsed.
  // Note that this method might be invoked more than once if
  // ParseFrom needs to fall back to a more expensive parsing method.
  // Every call must return a stream pointing at the beginning of
  // the serialized RecvTensorResponse.
  //
  // Note that a subsequent call to contents() invalidates previous
  // results of contents().
  //
  // Ownership of the returned stream is retained by the Source and
  // should not be deleted by the caller.
  virtual ::google::protobuf::io::ZeroCopyInputStream* contents() = 0;
};

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class VariableResponse {
 public:
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  VariableResponse(const framework::Scope* scope,
                   const platform::DeviceContext* dev_ctx,
                   bool create_scope = false)
      : scope_(scope), dev_ctx_(dev_ctx), create_scope_(create_scope) {
    if (create_scope) {
      local_scope_ = &scope->NewScope();
    }
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  }
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  virtual ~VariableResponse() {
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    if (create_scope_) {
      scope_->DeleteScope(local_scope_);
    }
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  }
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  int Parse(Source* source, const sendrecv::VariableMessage& meta) {
    meta_ = meta;
    return Parse(source);
  }
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  // return:
  // 0:ok.
  // -1: unkown error.
  // other: number of error field.
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  virtual int Parse(Source* source) = 0;
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  inline const framework::Scope& GetLocalScope() const { return *local_scope_; }
  inline framework::Scope* GetMutableLocalScope() const { return local_scope_; }
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  inline std::string Varname() const { return meta_.varname(); }
  inline std::string OutVarname() const { return meta_.out_varname(); }
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  // should call parse first.
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  framework::Variable* GetVar() {
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    if (create_scope_) {
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      return local_scope_->Var(meta_.varname());
    }
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    return scope_->FindVar(meta_.varname());
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  }
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  int GetTrainerId() { return static_cast<int>(meta_.trainer_id()); }

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 protected:
  bool ReadRaw(::google::protobuf::io::CodedInputStream* input,
               const platform::DeviceContext& dev_ctx, platform::Place place,
               void* dest, int64_t size);

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  bool CopySelectRowsTensorData(::google::protobuf::io::CodedInputStream* input,
                                const platform::DeviceContext& ctx,
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                                const framework::DDim& dims, int length);
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  bool CopySelectRowsData(::google::protobuf::io::CodedInputStream* input,
                          const platform::DeviceContext& ctx, int length);

  bool CopyLodTensorData(::google::protobuf::io::CodedInputStream* input,
                         const platform::DeviceContext& ctx,
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                         const framework::DDim& dims, int length);
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  bool ProcSerializedField(int tag,
                           ::google::protobuf::io::CodedInputStream* input,
                           int64_t num_bytes);

 protected:
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  const framework::Scope* scope_;
  const platform::DeviceContext* dev_ctx_;
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  bool create_scope_ = false;
  framework::Scope* local_scope_ = nullptr;
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  sendrecv::VariableMessage meta_;
};

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};  // namespace distributed
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};  // namespace operators
};  // namespace paddle
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