How do thread pools handle tasks that involve machine learning model training?

Oct 1, 2024 ... I am looking for some direction/documentation on tuning the thread pool size for the following 2 configurations which I am benchmarking. Nov 30, 2015 ... But maybe it's good that this class is not so well known since it can be easily abused, especially with regards to threads and thread pools that ... For single-document index/delete/update, ingest processors, and bulk requests. Thread pool type is fixed with a size of # of allocated processors , queue_size ... Sep 4, 2020 ... It is not feasible to use a single thread pool to execute activities from multiple task queues. The reason is that a poller doesn't even emit a ... Depending on whether Julia has been started with interactive threads, the main thread is either in the default or interactive thread pool. Either or both ... SQL Server creates a certain number of worker threads when the instance starts, including some for background tasks and a small number to populate the thread ... Dec 25, 2014 ... 1 Answer 1 ... The main advantage of the thread pool is that it generally limits the number of running operations to the value of thread_pool_size ... Sep 5, 2009 ... I have a few questions. How does TBB maintain its internal thread pool? Is it completely transparent to the user? Is there any way of binding the TBB threads ... By default, the maximum number of threads that can be available in the thread pool is 256. This number should suffice for most deployments. Apr 12, 2019 ... A, good, thread pool keeps a set number of threads running and waiting to do something. The pool could be designed to scale up with the amount ...