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Paddle/paddle/fluid/framework/details/multi_devices_graph_builder.h

67 lines
2.2 KiB

// 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>
#include <vector>
#include "paddle/fluid/framework/details/ssa_graph_builder.h"
namespace paddle {
namespace platform {
class NCCLContextMap;
}
namespace framework {
class Scope;
namespace details {
class MultiDevSSAGraphBuilder : public SSAGraphBuilder {
public:
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#ifdef PADDLE_WITH_CUDA
MultiDevSSAGraphBuilder(const std::vector<platform::Place> &places,
const std::string &loss_var_name,
const std::unordered_set<std::string> &params,
const std::vector<Scope *> &local_scopes,
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platform::NCCLContextMap *nccl_ctxs,
bool distributed = false);
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#else
MultiDevSSAGraphBuilder(const std::vector<platform::Place> &places,
const std::string &loss_var_name,
const std::unordered_set<std::string> &params,
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const std::vector<Scope *> &local_scopes,
bool distributed = false);
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#endif
std::unique_ptr<SSAGraph> Build(const ProgramDesc &program) const override;
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private:
void CreateOpHandleIOs(SSAGraph *result, OpDesc *op, const platform::Place &p,
const size_t &i) const;
private:
std::string loss_var_name_;
const std::vector<platform::Place> &places_;
const std::vector<Scope *> &local_scopes_;
std::unordered_set<std::string> grad_names_;
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bool distributed_;
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#ifdef PADDLE_WITH_CUDA
platform::NCCLContextMap *nccl_ctxs_;
#endif
};
} // namespace details
} // namespace framework
} // namespace paddle