// 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. #include "paddle/fluid/memory/allocation/retry_allocator.h" #include "glog/logging.h" namespace paddle { namespace memory { namespace allocation { class WaitedAllocateSizeGuard { public: WaitedAllocateSizeGuard(std::atomic* waited_size, size_t requested_size) : waited_size_(waited_size), requested_size_(requested_size) { waited_size_->fetch_add(requested_size_, std::memory_order::memory_order_relaxed); } ~WaitedAllocateSizeGuard() { waited_size_->fetch_sub(requested_size_, std::memory_order::memory_order_relaxed); } private: std::atomic* waited_size_; size_t requested_size_; }; void RetryAllocator::FreeImpl(pten::Allocation* allocation) { // Delete underlying allocation first. size_t size = allocation->size(); underlying_allocator_->Free(allocation); if (UNLIKELY(waited_allocate_size_)) { VLOG(10) << "Free " << size << " bytes and notify all waited threads, " "where waited_allocate_size_ = " << waited_allocate_size_; cv_.notify_all(); } } pten::Allocation* RetryAllocator::AllocateImpl(size_t size) { auto alloc_func = [&, this]() { return underlying_allocator_->Allocate(size).release(); }; // In fact, we can unify the code of allocation success and failure // But it would add lock even when allocation success at the first time try { return alloc_func(); } catch (BadAlloc&) { { WaitedAllocateSizeGuard guard(&waited_allocate_size_, size); VLOG(10) << "Allocation failed when allocating " << size << " bytes, waited_allocate_size_ = " << waited_allocate_size_; // We can just write allocation retry inside the predicate function of // wait_until. But it needs to acquire the lock when executing predicate // function. For better performance, we use loop here auto end_time = std::chrono::high_resolution_clock::now() + retry_time_; auto wait_until = [&, this] { std::unique_lock lock(mutex_); return cv_.wait_until(lock, end_time); }; size_t retry_time = 0; while (wait_until() != std::cv_status::timeout) { try { return alloc_func(); } catch (BadAlloc&) { // do nothing when it is not timeout ++retry_time; VLOG(10) << "Allocation failed when retrying " << retry_time << " times when allocating " << size << " bytes. Wait still."; } catch (...) { throw; } } } VLOG(10) << "Allocation failed because of timeout when allocating " << size << " bytes."; return alloc_func(); // If timeout, try last allocation request. } catch (...) { throw; } } } // namespace allocation } // namespace memory } // namespace paddle