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* A) fix deadlocks in thread pool caused by EventCountGravatar Rasmus Munk Larsen2019-05-08
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | This fixed 2 deadlocks caused by sloppiness in the EventCount logic. Both most likely were introduced by cl/236729920 which includes the new EventCount algorithm: https://github.com/eigenteam/eigen-git-mirror/commit/01da8caf003990967e42a2b9dc3869f154569538 bug #1 (Prewait): Prewait must not consume existing signals. Consider the following scenario. There are 2 thread pool threads (1 and 2) and 1 external thread (3). RunQueue is empty. Thread 1 checks the queue, calls Prewait, checks RunQueue again and now is going to call CommitWait. Thread 2 checks the queue and now is going to call Prewait. Thread 3 submits 2 tasks, EventCount signals is set to 1 because only 1 waiter is registered the second signal is discarded). Now thread 2 resumes and calls Prewait and takes away the signal. Thread 1 resumes and calls CommitWait, there are no pending signals anymore, so it blocks. As the result we have 2 tasks, but only 1 thread is running. bug #2 (CancelWait): CancelWait must not take away a signal if it's not sure that the signal was meant for this thread. When one thread blocks and another submits a new task concurrently, the EventCount protocol guarantees only the following properties (similar to the Dekker's algorithm): (a) the registered waiter notices presence of the new task and does not block (b) the signaler notices presence of the waiters and wakes it (c) both the waiter notices presence of the new task and signaler notices presence of the waiter [it's only that both of them do not notice each other must not be possible, because it would lead to a deadlock] CancelWait is called for cases (a) and (c). For case (c) it is OK to take the notification signal away, but it's not OK for (a) because nobody queued a signals for us and we take away a signal meant for somebody else. Consider: Thread 1 calls Prewait, checks RunQueue, it's empty, now it's going to call CommitWait. Thread 3 submits 2 tasks, EventCount signals is set to 1 because only 1 waiter is registered the second signal is discarded). Thread 2 calls Prewait, checks RunQueue, discovers the tasks, calls CancelWait and consumes the pending signal (meant for thread 1). Now Thread 1 resumes and calls CommitWait, since there are no signals it blocks. As the result we have 2 tasks, but only 1 thread is running. Both deadlocks are only a problem if the tasks require parallelism. Most computational tasks do not require parallelism, i.e. a single thread will run task 1, finish it and then dequeue and run task 2. This fix undoes some of the sloppiness in the EventCount that was meant to reduce CPU consumption by idle threads, because we now have more threads running in these corner cases. But we still don't have pthread_yield's and maybe the strictness introduced by this change will actually help to reduce tail latency because we will have threads running when we actually need them running. B) fix deadlock in thread pool caused by RunQueue This fixed a deadlock caused by sloppiness in the RunQueue logic. Most likely this was introduced with the non-blocking thread pool. The deadlock only affects workloads that require parallelism. Most computational tasks don't require parallelism. PopBack must not fail spuriously. If it does, it can effectively lead to single thread consuming several wake up signals. Consider 2 worker threads are blocked. External thread submits a task. One of the threads is woken. It tries to steal the task, but fails due to a spurious failure in PopBack (external thread submits another task and holds the lock). The thread executes blocking protocol again (it won't block because NonEmptyQueueIndex is precise and the thread will discover pending work, but it has called PrepareWait). Now external thread submits another task and signals EventCount again. The signal is consumed by the first thread again. But now we have 2 tasks pending but only 1 worker thread running. It may be possible to fix this in a different way: make EventCount::CancelWait forward wakeup signal to a blocked thread rather then consuming it. But this looks more complex and I am not 100% that it will fix the bug. It's also possible to have 2 versions of PopBack: one will do try_to_lock and another won't. Then worker threads could first opportunistically check all queues with try_to_lock, and only use the blocking version before blocking. But let's first fix the bug with the simpler change.
* Improve EventCount used by the non-blocking threadpool.Gravatar Rasmus Munk Larsen2019-02-22
| | | | | | | | | | The current algorithm requires threads to commit/cancel waiting in order they called Prewait. Spinning caused by that serialization can consume lots of CPU time on some workloads. Restructure the algorithm to not require that serialization and remove spin waits from Commit/CancelWait. Note: this reduces max number of threads from 2^16 to 2^14 to leave more space for ABA counter (which is now 22 bits). Implementation details are explained in comments.
* Get rid of EIGEN_TEST_FUNC, unit tests must now be declared with ↵Gravatar Gael Guennebaud2018-07-17
| | | | | | | | | EIGEN_DECLARE_TEST(mytest) { /* code */ }. This provide several advantages: - more flexibility in designing unit tests - unit tests can be glued to speed up compilation - unit tests are compiled with same predefined macros, which is a requirement for zapcc
* Properly size the list of waitersGravatar Benoit Steiner2016-09-12
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* Fixed a regression testGravatar Benoit Steiner2016-09-02
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* Use EIGEN_THREAD_YIELD instead of std::this_thread::yield to make the code ↵Gravatar Benoit Steiner2016-04-21
| | | | more portable.
* Fixed a few typosGravatar Benoit Steiner2016-04-19
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* Fixed 2 recent regression testsGravatar Benoit Steiner2016-04-19
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* Worked around the lack of a rand_r function on windows systemsGravatar Benoit Steiner2016-04-17
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* Fixed compilation errors with msvcGravatar Benoit Steiner2016-04-15
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* Enabled the new threadpool testsGravatar Benoit Steiner2016-04-14
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* Added tests for the non blocking thread poolGravatar Benoit Steiner2016-04-14