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Redesign channel implementation for Select Op #8814
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abhinavarora
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PaddlePaddle:develop
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abhinavarora:redesign_channel
Mar 6, 2018
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/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. | ||
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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 | ||
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http://www.apache.org/licenses/LICENSE-2.0 | ||
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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. */ | ||
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#pragma once | ||
#include <stddef.h> // for size_t | ||
#include <atomic> | ||
#include <condition_variable> | ||
#include <deque> | ||
#include "paddle/fluid/framework/channel.h" | ||
#include "paddle/fluid/platform/enforce.h" | ||
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namespace paddle { | ||
namespace framework { | ||
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template <typename T> | ||
class ChannelImpl : public paddle::framework::Channel<T> { | ||
friend Channel<T> *paddle::framework::MakeChannel<T>(size_t); | ||
friend void paddle::framework::CloseChannel<T>(Channel<T> *); | ||
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public: | ||
virtual bool Send(T *); | ||
virtual bool Receive(T *); | ||
virtual size_t Cap() { return cap_; } | ||
virtual void Lock(); | ||
virtual void Unlock(); | ||
virtual void Close(); | ||
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ChannelImpl(size_t); | ||
virtual ~ChannelImpl(); | ||
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private: | ||
struct QueueMessage { | ||
T *data; | ||
std::condition_variable_any cond; | ||
bool chan_closed = false; | ||
bool completed = false; | ||
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QueueMessage(T *item) : data(item) {} | ||
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void Wait(std::unique_lock<std::recursive_mutex> &lock) { | ||
cond.wait(lock, [this]() { return completed; }); | ||
} | ||
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void Notify() { | ||
completed = true; | ||
cond.notify_all(); | ||
} | ||
}; | ||
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bool send_return(bool value) { | ||
send_ctr--; | ||
destructor_cond_.notify_all(); | ||
return value; | ||
} | ||
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bool recv_return(bool value) { | ||
recv_ctr--; | ||
destructor_cond_.notify_all(); | ||
return value; | ||
} | ||
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size_t cap_; | ||
std::recursive_mutex mu_; | ||
bool closed_; | ||
std::deque<T> buf_; | ||
std::deque<std::shared_ptr<QueueMessage>> recvq; | ||
std::deque<std::shared_ptr<QueueMessage>> sendq; | ||
std::atomic<unsigned> send_ctr{0}; | ||
std::atomic<unsigned> recv_ctr{0}; | ||
std::condition_variable_any destructor_cond_; | ||
}; | ||
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template <typename T> | ||
ChannelImpl<T>::ChannelImpl(size_t capacity) | ||
: cap_(capacity), closed_(false), send_ctr(0), recv_ctr(0) { | ||
PADDLE_ENFORCE_GE(capacity, 0); | ||
} | ||
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template <typename T> | ||
bool ChannelImpl<T>::Send(T *item) { | ||
send_ctr++; | ||
std::unique_lock<std::recursive_mutex> lock{mu_}; | ||
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// If channel is closed, do nothing | ||
if (closed_) { | ||
lock.unlock(); | ||
// TODO(abhinavarora) Should panic on closed channel | ||
// return false; | ||
return send_return(false); | ||
} | ||
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// If there is a receiver, directly pass the value we want | ||
// to send to the receiver, bypassing the channel buffer if any | ||
if (!recvq.empty()) { | ||
std::shared_ptr<QueueMessage> m = recvq.front(); | ||
recvq.pop_front(); | ||
// Do the data transfer | ||
*(m->data) = std::move(*item); | ||
// Wake up the blocked process and unlock | ||
m->Notify(); | ||
lock.unlock(); | ||
// return true; | ||
return send_return(true); | ||
} | ||
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// Unbuffered channel will always bypass this | ||
// If buffered channel has space in buffer, | ||
// write the element to the buffer. | ||
if (buf_.size() < cap_) { | ||
// Copy to buffer | ||
buf_.push_back(std::move(*item)); | ||
// Release lock and return true | ||
lock.unlock(); | ||
// return true; | ||
return send_return(true); | ||
} | ||
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// Block on channel, because some receiver will complete | ||
// the operation for us | ||
auto m = std::make_shared<QueueMessage>(item); | ||
sendq.push_back(m); | ||
m->Wait(lock); | ||
// TODO(abhinavarora) Should panic on closed channel | ||
return send_return(!m->chan_closed); | ||
} | ||
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template <typename T> | ||
bool ChannelImpl<T>::Receive(T *item) { | ||
recv_ctr++; | ||
std::unique_lock<std::recursive_mutex> lock{mu_}; | ||
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// If channel is closed and buffer is empty or | ||
// channel is unbuffered | ||
if (closed_ && buf_.empty()) { | ||
lock.unlock(); | ||
return recv_return(false); | ||
// return false; | ||
} | ||
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// If there is a sender, directly receive the value we want | ||
// from the sender, bypassing the channel buffer if any | ||
if (!sendq.empty()) { | ||
std::shared_ptr<QueueMessage> m = sendq.front(); | ||
sendq.pop_front(); | ||
// Do the data transfer | ||
*item = std::move(*(m->data)); | ||
// Wake up the blocked process and unlock | ||
m->Notify(); | ||
lock.unlock(); | ||
// return true; | ||
return recv_return(true); | ||
} | ||
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// If this is a buffered channel and there are items in buffer | ||
if (buf_.size() > 0) { | ||
// Directly read from buffer | ||
*item = std::move(buf_.front()); | ||
buf_.pop_front(); | ||
// Release lock and return true | ||
lock.unlock(); | ||
// return true; | ||
return recv_return(true); | ||
} | ||
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// No sender available, block on this channel | ||
// Some receiver will complete the option for us | ||
auto m = std::make_shared<QueueMessage>(item); | ||
recvq.push_back(m); | ||
m->Wait(lock); | ||
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// return !m->chan_closed; | ||
return recv_return(!m->chan_closed); | ||
} | ||
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template <typename T> | ||
void ChannelImpl<T>::Lock() { | ||
mu_.lock(); | ||
} | ||
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template <typename T> | ||
void ChannelImpl<T>::Unlock() { | ||
mu_.unlock(); | ||
} | ||
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template <typename T> | ||
void ChannelImpl<T>::Close() { | ||
std::unique_lock<std::recursive_mutex> lock{mu_}; | ||
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if (closed_) { | ||
// TODO(abhinavarora): closing an already closed channel should panic | ||
lock.unlock(); | ||
return; | ||
} | ||
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closed_ = true; | ||
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// Empty the readers | ||
while (!recvq.empty()) { | ||
std::shared_ptr<QueueMessage> m = recvq.front(); | ||
recvq.pop_front(); | ||
m->chan_closed = true; | ||
m->Notify(); | ||
} | ||
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// Empty the senders | ||
while (!sendq.empty()) { | ||
std::shared_ptr<QueueMessage> m = sendq.front(); | ||
sendq.pop_front(); | ||
m->chan_closed = true; | ||
m->Notify(); | ||
} | ||
} | ||
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template <typename T> | ||
ChannelImpl<T>::~ChannelImpl() { | ||
Close(); | ||
// The destructor must wait for all readers and writers to complete their task | ||
// The channel has been closed, so we will not accept new readers and writers | ||
std::unique_lock<std::recursive_mutex> lock{mu_}; | ||
destructor_cond_.wait(lock, | ||
[this]() { return send_ctr == 0 && recv_ctr == 0; }); | ||
} | ||
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} // namespace framework | ||
} // namespace paddle |
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can remove this