// 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/auto_increment_allocator.h" namespace paddle { namespace memory { namespace allocation { std::unique_ptr AutoIncrementAllocator::Allocate( size_t size, Allocator::Attr attr) { auto cur = prev_success_allocator_.load(); size_t retry_count = allocator_num_.load(); size_t allocator_num = retry_count; while (retry_count-- > 0) { // until there retry count is zero try { auto res = underlying_allocators_[cur]->Allocate(size, attr); prev_success_allocator_ = cur; return res; } catch (BadAlloc&) { if (++cur >= allocator_num) { cur = 0; } } catch (...) { // if there is another type of allocation, just rethrow it. throw; } } // This happens when the first allocator is exhausted and // there are more than 1 allocation requests // In this situation, the first allocation request would success // and the second allocation request would fail if we do not use // the newly created allocator by the first allocation request. for (cur = allocator_num; cur < allocator_num_; ++cur) { try { auto ret = underlying_allocators_[cur]->Allocate(size, attr); prev_success_allocator_ = cur; return ret; } catch (BadAlloc&) { } catch (...) { throw; } } // No suitable allocator return CreateNewAllocator()->Allocate(size, attr); } bool AutoIncrementAllocator::IsAllocThreadSafe() const { return true; } std::shared_ptr AutoIncrementAllocator::CreateNewAllocator() { std::lock_guard guard(mtx_); auto old_size = allocator_num_.load(); PADDLE_ENFORCE_LT(old_size, underlying_allocators_.size(), "Allocator number exceeds capacity %d", underlying_allocators_.size()); underlying_allocators_[old_size] = creator_(); prev_success_allocator_ = old_size; ++allocator_num_; PADDLE_ENFORCE( underlying_allocators_[old_size]->IsAllocThreadSafe(), "the underlying allocator must be thread safe. This is a program " "bug."); return underlying_allocators_[old_size]; } } // namespace allocation } // namespace memory } // namespace paddle