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| namespace tf { | |
| /** | |
| * A 'lockless' bounded multi-producer, multi-consumer queue | |
| * | |
| * Has the caveat that the queue can *appear* empty even if there are | |
| * returned items within it as a single thread can block progression | |
| * of the queue. | |
| */ | |
| template<typename T, size_t LogSize = 10> | |
| class MPMC { | |
| constexpr static uint64_t BufferSize = 1ull << LogSize; | |
| constexpr static uint64_t BufferMask = (BufferSize - 1); | |
| static_assert((BufferSize >= 2) && ((BufferSize & (BufferSize - 1)) == 0)); | |
| public: | |
| /** | |
| * Constructs a bounded multi-producer, multi-consumer queue | |
| * | |
| * Note: Due to the algorithm used, buffer_size must be a power | |
| * of two and must be greater than or equal to two. | |
| * | |
| * @param buffer_size Number of spaces available in the queue. | |
| */ | |
| explicit MPMC() { | |
| for (size_t i = 0; i < _buffer.size(); i++) { | |
| _buffer[i].sequence.store(i, std::memory_order_relaxed); | |
| } | |
| _enqueue_pos.store(0, std::memory_order_relaxed); | |
| _dequeue_pos.store(0, std::memory_order_relaxed); | |
| } | |
| /** | |
| * Enqueues an item into the queue | |
| * | |
| * @param data Argument to place into the array | |
| * @return false if the queue was full (and enqueing failed), | |
| * true otherwise | |
| */ | |
| bool try_enqueue(T data) { | |
| Cell *cell; | |
| auto pos = _enqueue_pos.load(std::memory_order_relaxed); | |
| for (; ;) { | |
| cell = &_buffer[pos & BufferMask]; | |
| auto seq = cell->sequence.load(std::memory_order_acquire); | |
| if (seq == pos) { | |
| if (_enqueue_pos.compare_exchange_weak(pos, pos + 1, | |
| std::memory_order_relaxed)) { | |
| break; | |
| } | |
| } else if (seq < pos) { | |
| return false; | |
| } else { | |
| pos = _enqueue_pos.load(std::memory_order_relaxed); | |
| } | |
| } | |
| cell->data = data; | |
| cell->sequence.store(pos + 1, std::memory_order_release); | |
| return true; | |
| } | |
| void enqueue(T data) { | |
| Cell *cell; | |
| auto pos = _enqueue_pos.load(std::memory_order_relaxed); | |
| for (; ;) { | |
| cell = &_buffer[pos & BufferMask]; | |
| auto seq = cell->sequence.load(std::memory_order_acquire); | |
| if (seq == pos) { | |
| if (_enqueue_pos.compare_exchange_weak(pos, pos + 1, | |
| std::memory_order_relaxed)) { | |
| break; | |
| } | |
| } | |
| else { | |
| pos = _enqueue_pos.load(std::memory_order_relaxed); | |
| } | |
| } | |
| cell->data = data; | |
| cell->sequence.store(pos + 1, std::memory_order_release); | |
| } | |
| /** | |
| * Dequeues an item from the queue | |
| * | |
| * @param[out] data Reference to place item into | |
| * @return false if the queue was empty (and dequeuing failed), | |
| * true if successful | |
| */ | |
| std::optional<T> try_dequeue() { | |
| Cell *cell; | |
| auto pos = _dequeue_pos.load(std::memory_order_relaxed); | |
| for (; ;) { | |
| cell = &_buffer[pos & BufferMask]; | |
| auto seq = cell->sequence.load(std::memory_order_acquire); | |
| if (seq == pos + 1) { | |
| if (_dequeue_pos.compare_exchange_weak(pos, pos + 1, | |
| std::memory_order_relaxed)) { | |
| break; | |
| } | |
| } else if (seq < (pos + 1)) { | |
| return std::nullopt; | |
| } else { | |
| pos = _dequeue_pos.load(std::memory_order_relaxed); | |
| } | |
| } | |
| T data = cell->data; | |
| cell->sequence.store(pos + BufferMask + 1, std::memory_order_release); | |
| return data; | |
| } | |
| bool empty() const { | |
| auto beg = _dequeue_pos.load(std::memory_order_relaxed); | |
| auto end = _enqueue_pos.load(std::memory_order_relaxed); | |
| return beg >= end; | |
| } | |
| size_t capacity() const { | |
| return BufferSize; | |
| } | |
| private: | |
| struct Cell { | |
| T data; | |
| std::atomic<uint64_t> sequence; | |
| }; | |
| //static const size_t cacheline_size = 64; | |
| alignas(2*TF_CACHELINE_SIZE) std::array<Cell, BufferSize> _buffer; | |
| alignas(2*TF_CACHELINE_SIZE) std::atomic<uint64_t> _enqueue_pos; | |
| alignas(2*TF_CACHELINE_SIZE) std::atomic<uint64_t> _dequeue_pos; | |
| }; | |
| // ------------------------------------------------------------------------------------------------ | |
| // specialization for pointer type | |
| // ------------------------------------------------------------------------------------------------ | |
| template<typename T, size_t LogSize> | |
| class MPMC <T*, LogSize> { | |
| constexpr static uint64_t BufferSize = 1ull << LogSize; | |
| constexpr static uint64_t BufferMask = (BufferSize - 1); | |
| static_assert((BufferSize >= 2) && ((BufferSize & (BufferSize - 1)) == 0)); | |
| public: | |
| /** | |
| * Constructs a bounded multi-producer, multi-consumer queue | |
| * | |
| * Note: Due to the algorithm used, buffer_size must be a power | |
| * of two and must be greater than or equal to two. | |
| * | |
| * @param buffer_size Number of spaces available in the queue. | |
| */ | |
| explicit MPMC() { | |
| for (size_t i = 0; i < _buffer.size(); i++) { | |
| _buffer[i].sequence.store(i, std::memory_order_relaxed); | |
| } | |
| _enqueue_pos.store(0, std::memory_order_relaxed); | |
| _dequeue_pos.store(0, std::memory_order_relaxed); | |
| } | |
| /** | |
| * Enqueues an item into the queue | |
| * | |
| * @param data Argument to place into the array | |
| * @return false if the queue was full (and enqueing failed), | |
| * true otherwise | |
| */ | |
| bool try_enqueue(T* data) { | |
| Cell *cell; | |
| auto pos = _enqueue_pos.load(std::memory_order_relaxed); | |
| for (; ;) { | |
| cell = &_buffer[pos & BufferMask]; | |
| auto seq = cell->sequence.load(std::memory_order_acquire); | |
| if (seq == pos) { | |
| if (_enqueue_pos.compare_exchange_weak(pos, pos + 1, | |
| std::memory_order_relaxed)) { | |
| break; | |
| } | |
| } else if (seq < pos) { | |
| return false; | |
| } else { | |
| pos = _enqueue_pos.load(std::memory_order_relaxed); | |
| } | |
| } | |
| cell->data = data; | |
| cell->sequence.store(pos + 1, std::memory_order_release); | |
| return true; | |
| } | |
| void enqueue(T* data) { | |
| Cell *cell; | |
| auto pos = _enqueue_pos.load(std::memory_order_relaxed); | |
| for (; ;) { | |
| cell = &_buffer[pos & BufferMask]; | |
| auto seq = cell->sequence.load(std::memory_order_acquire); | |
| if (seq == pos) { | |
| if (_enqueue_pos.compare_exchange_weak(pos, pos + 1, | |
| std::memory_order_relaxed)) { | |
| break; | |
| } | |
| } | |
| else { | |
| pos = _enqueue_pos.load(std::memory_order_relaxed); | |
| } | |
| } | |
| cell->data = data; | |
| cell->sequence.store(pos + 1, std::memory_order_release); | |
| } | |
| /** | |
| * Dequeues an item from the queue | |
| * | |
| * @param[out] data Reference to place item into | |
| * @return false if the queue was empty (and dequeuing failed), | |
| * true if successful | |
| */ | |
| T* try_dequeue() { | |
| Cell *cell; | |
| auto pos = _dequeue_pos.load(std::memory_order_relaxed); | |
| for (; ;) { | |
| cell = &_buffer[pos & BufferMask]; | |
| auto seq = cell->sequence.load(std::memory_order_acquire); | |
| if (seq == pos + 1) { | |
| if (_dequeue_pos.compare_exchange_weak(pos, pos + 1, | |
| std::memory_order_relaxed)) { | |
| break; | |
| } | |
| } else if (seq < (pos + 1)) { | |
| return nullptr; | |
| } else { | |
| pos = _dequeue_pos.load(std::memory_order_relaxed); | |
| } | |
| } | |
| auto data = cell->data; | |
| cell->sequence.store(pos + BufferMask + 1, std::memory_order_release); | |
| return data; | |
| } | |
| bool empty() const { | |
| auto beg = _dequeue_pos.load(std::memory_order_relaxed); | |
| auto end = _enqueue_pos.load(std::memory_order_relaxed); | |
| return beg >= end; | |
| } | |
| size_t capacity() const { | |
| return BufferSize; | |
| } | |
| private: | |
| struct Cell { | |
| T* data; | |
| std::atomic<uint64_t> sequence; | |
| }; | |
| //static const size_t cacheline_size = 64; | |
| alignas(2*TF_CACHELINE_SIZE) std::array<Cell, BufferSize> _buffer; | |
| alignas(2*TF_CACHELINE_SIZE) std::atomic<uint64_t> _enqueue_pos; | |
| alignas(2*TF_CACHELINE_SIZE) std::atomic<uint64_t> _dequeue_pos; | |
| }; | |
| /** | |
| * RunQueue is a fixed-size, partially non-blocking deque or Work items. | |
| * Operations on front of the queue must be done by a single thread (owner), | |
| * operations on back of the queue can be done by multiple threads concurrently. | |
| * | |
| * Algorithm outline: | |
| * All remote threads operating on the queue back are serialized by a mutex. | |
| * This ensures that at most two threads access state: owner and one remote | |
| * thread (Size aside). The algorithm ensures that the occupied region of the | |
| * underlying array is logically continuous (can wraparound, but no stray | |
| * occupied elements). Owner operates on one end of this region, remote thread | |
| * operates on the other end. Synchronization between these threads | |
| * (potential consumption of the last element and take up of the last empty | |
| * element) happens by means of state variable in each element. States are: | |
| * empty, busy (in process of insertion of removal) and ready. Threads claim | |
| * elements (empty->busy and ready->busy transitions) by means of a CAS | |
| * operation. The finishing transition (busy->empty and busy->ready) are done | |
| * with plain store as the element is exclusively owned by the current thread. | |
| * | |
| * Note: we could permit only pointers as elements, then we would not need | |
| * separate state variable as null/non-null pointer value would serve as state, | |
| * but that would require malloc/free per operation for large, complex values | |
| * (and this is designed to store std::function<()>). | |
| template <typename Work, unsigned kSize> | |
| class RunQueue { | |
| public: | |
| RunQueue() : front_(0), back_(0) { | |
| // require power-of-two for fast masking | |
| eigen_plain_assert((kSize & (kSize - 1)) == 0); | |
| eigen_plain_assert(kSize > 2); // why would you do this? | |
| eigen_plain_assert(kSize <= (64 << 10)); // leave enough space for counter | |
| for (unsigned i = 0; i < kSize; i++) array_[i].state.store(kEmpty, std::memory_order_relaxed); | |
| } | |
| ~RunQueue() { eigen_plain_assert(Size() == 0); } | |
| // PushFront inserts w at the beginning of the queue. | |
| // If queue is full returns w, otherwise returns default-constructed Work. | |
| Work PushFront(Work w) { | |
| unsigned front = front_.load(std::memory_order_relaxed); | |
| Elem* e = &array_[front & kMask]; | |
| uint8_t s = e->state.load(std::memory_order_relaxed); | |
| if (s != kEmpty || !e->state.compare_exchange_strong(s, kBusy, std::memory_order_acquire)) return w; | |
| front_.store(front + 1 + (kSize << 1), std::memory_order_relaxed); | |
| e->w = std::move(w); | |
| e->state.store(kReady, std::memory_order_release); | |
| return Work(); | |
| } | |
| // PopFront removes and returns the first element in the queue. | |
| // If the queue was empty returns default-constructed Work. | |
| Work PopFront() { | |
| unsigned front = front_.load(std::memory_order_relaxed); | |
| Elem* e = &array_[(front - 1) & kMask]; | |
| uint8_t s = e->state.load(std::memory_order_relaxed); | |
| if (s != kReady || !e->state.compare_exchange_strong(s, kBusy, std::memory_order_acquire)) return Work(); | |
| Work w = std::move(e->w); | |
| e->state.store(kEmpty, std::memory_order_release); | |
| front = ((front - 1) & kMask2) | (front & ~kMask2); | |
| front_.store(front, std::memory_order_relaxed); | |
| return w; | |
| } | |
| // PushBack adds w at the end of the queue. | |
| // If queue is full returns w, otherwise returns default-constructed Work. | |
| Work PushBack(Work w) { | |
| EIGEN_MUTEX_LOCK lock(mutex_); | |
| unsigned back = back_.load(std::memory_order_relaxed); | |
| Elem* e = &array_[(back - 1) & kMask]; | |
| uint8_t s = e->state.load(std::memory_order_relaxed); | |
| if (s != kEmpty || !e->state.compare_exchange_strong(s, kBusy, std::memory_order_acquire)) return w; | |
| back = ((back - 1) & kMask2) | (back & ~kMask2); | |
| back_.store(back, std::memory_order_relaxed); | |
| e->w = std::move(w); | |
| e->state.store(kReady, std::memory_order_release); | |
| return Work(); | |
| } | |
| // PopBack removes and returns the last elements in the queue. | |
| Work PopBack() { | |
| if (Empty()) return Work(); | |
| EIGEN_MUTEX_LOCK lock(mutex_); | |
| unsigned back = back_.load(std::memory_order_relaxed); | |
| Elem* e = &array_[back & kMask]; | |
| uint8_t s = e->state.load(std::memory_order_relaxed); | |
| if (s != kReady || !e->state.compare_exchange_strong(s, kBusy, std::memory_order_acquire)) return Work(); | |
| Work w = std::move(e->w); | |
| e->state.store(kEmpty, std::memory_order_release); | |
| back_.store(back + 1 + (kSize << 1), std::memory_order_relaxed); | |
| return w; | |
| } | |
| // PopBackHalf removes and returns half last elements in the queue. | |
| // Returns number of elements removed. | |
| unsigned PopBackHalf(std::vector<Work>* result) { | |
| if (Empty()) return 0; | |
| EIGEN_MUTEX_LOCK lock(mutex_); | |
| unsigned back = back_.load(std::memory_order_relaxed); | |
| unsigned size = Size(); | |
| unsigned mid = back; | |
| if (size > 1) mid = back + (size - 1) / 2; | |
| unsigned n = 0; | |
| unsigned start = 0; | |
| for (; static_cast<int>(mid - back) >= 0; mid--) { | |
| Elem* e = &array_[mid & kMask]; | |
| uint8_t s = e->state.load(std::memory_order_relaxed); | |
| if (n == 0) { | |
| if (s != kReady || !e->state.compare_exchange_strong(s, kBusy, std::memory_order_acquire)) continue; | |
| start = mid; | |
| } else { | |
| // Note: no need to store temporal kBusy, we exclusively own these | |
| // elements. | |
| eigen_plain_assert(s == kReady); | |
| } | |
| result->push_back(std::move(e->w)); | |
| e->state.store(kEmpty, std::memory_order_release); | |
| n++; | |
| } | |
| if (n != 0) back_.store(start + 1 + (kSize << 1), std::memory_order_relaxed); | |
| return n; | |
| } | |
| // Size returns current queue size. | |
| // Can be called by any thread at any time. | |
| unsigned Size() const { return SizeOrNotEmpty<true>(); } | |
| // Empty tests whether container is empty. | |
| // Can be called by any thread at any time. | |
| bool Empty() const { return SizeOrNotEmpty<false>() == 0; } | |
| // Delete all the elements from the queue. | |
| void Flush() { | |
| while (!Empty()) { | |
| PopFront(); | |
| } | |
| } | |
| private: | |
| static const unsigned kMask = kSize - 1; | |
| static const unsigned kMask2 = (kSize << 1) - 1; | |
| enum State { | |
| kEmpty, | |
| kBusy, | |
| kReady, | |
| }; | |
| struct Elem { | |
| std::atomic<uint8_t> state; | |
| Work w; | |
| }; | |
| // Low log(kSize) + 1 bits in front_ and back_ contain rolling index of | |
| // front/back, respectively. The remaining bits contain modification counters | |
| // that are incremented on Push operations. This allows us to (1) distinguish | |
| // between empty and full conditions (if we would use log(kSize) bits for | |
| // position, these conditions would be indistinguishable); (2) obtain | |
| // consistent snapshot of front_/back_ for Size operation using the | |
| // modification counters. | |
| EIGEN_ALIGN_TO_AVOID_FALSE_SHARING std::atomic<unsigned> front_; | |
| EIGEN_ALIGN_TO_AVOID_FALSE_SHARING std::atomic<unsigned> back_; | |
| EIGEN_MUTEX mutex_; // guards `PushBack` and `PopBack` (accesses `back_`) | |
| EIGEN_ALIGN_TO_AVOID_FALSE_SHARING Elem array_[kSize]; | |
| // SizeOrNotEmpty returns current queue size; if NeedSizeEstimate is false, | |
| // only whether the size is 0 is guaranteed to be correct. | |
| // Can be called by any thread at any time. | |
| template <bool NeedSizeEstimate> | |
| unsigned SizeOrNotEmpty() const { | |
| // Emptiness plays critical role in thread pool blocking. So we go to great | |
| // effort to not produce false positives (claim non-empty queue as empty). | |
| unsigned front = front_.load(std::memory_order_acquire); | |
| for (;;) { | |
| // Capture a consistent snapshot of front/tail. | |
| unsigned back = back_.load(std::memory_order_acquire); | |
| unsigned front1 = front_.load(std::memory_order_relaxed); | |
| if (front != front1) { | |
| front = front1; | |
| std::atomic_thread_fence(std::memory_order_acquire); | |
| continue; | |
| } | |
| if (NeedSizeEstimate) { | |
| return CalculateSize(front, back); | |
| } else { | |
| // This value will be 0 if the queue is empty, and undefined otherwise. | |
| unsigned maybe_zero = ((front ^ back) & kMask2); | |
| // Queue size estimate must agree with maybe zero check on the queue | |
| // empty/non-empty state. | |
| eigen_assert((CalculateSize(front, back) == 0) == (maybe_zero == 0)); | |
| return maybe_zero; | |
| } | |
| } | |
| } | |
| EIGEN_ALWAYS_INLINE unsigned CalculateSize(unsigned front, unsigned back) const { | |
| int size = (front & kMask2) - (back & kMask2); | |
| // Fix overflow. | |
| if (EIGEN_PREDICT_FALSE(size < 0)) size += 2 * kSize; | |
| // Order of modification in push/pop is crafted to make the queue look | |
| // larger than it is during concurrent modifications. E.g. push can | |
| // increment size before the corresponding pop has decremented it. | |
| // So the computed size can be up to kSize + 1, fix it. | |
| if (EIGEN_PREDICT_FALSE(size > static_cast<int>(kSize))) size = kSize; | |
| return static_cast<unsigned>(size); | |
| } | |
| RunQueue(const RunQueue&) = delete; | |
| void operator=(const RunQueue&) = delete; | |
| }; | |
| */ | |
| } // end of namespace tf ----------------------------------------------------- | |