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Paddle/paddle/fluid/imperative/nccl_context.h

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2.3 KiB

// Copyright (c) 2019 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
#include <memory>
#include <string>
#include <vector>
#if defined(PADDLE_WITH_NCCL) || defined(PADDLE_WITH_RCCL)
#include "paddle/fluid/platform/cuda_resource_pool.h"
#endif
#ifdef PADDLE_WITH_NCCL
#include "paddle/fluid/platform/dynload/nccl.h"
#endif
#ifdef PADDLE_WITH_RCCL
#include "paddle/fluid/platform/dynload/rccl.h"
#endif
#include "paddle/fluid/imperative/parallel_context.h"
namespace paddle {
namespace framework {
class Variable;
} // namespace framework
} // namespace paddle
namespace paddle {
namespace imperative {
#if defined(PADDLE_WITH_NCCL) || defined(PADDLE_WITH_RCCL)
class NCCLParallelContext : public ParallelContext {
public:
explicit NCCLParallelContext(const ParallelStrategy& strategy,
const platform::Place& place)
: ParallelContext(strategy, place) {}
~NCCLParallelContext() override = default;
void BcastNCCLId(std::vector<ncclUniqueId>& nccl_ids, int root); // NOLINT
void Init() override;
void AllReduceByStream(const framework::Variable& src,
framework::Variable* dst, int ring_id,
bool use_calc_stream) override;
paddle::platform::DeviceContext* GetDeviceContext(int ring_id) override;
void WaitCompute(int ring_id) override;
void WaitComm(int ring_id) override;
private:
// used for comm wait compute, compute_stream-->event-->comm_stream[ring_id]
std::vector<std::shared_ptr<platform::CudaEventObject>> compute_events_;
// used for compute wait comm, comm_stream[ring_id]-->event-->compute_stream
std::vector<std::shared_ptr<platform::CudaEventObject>> comm_events_;
};
#endif
} // namespace imperative
} // namespace paddle