topic can I call vslConvCopyTask asynchronously in Intel® oneAPI Math Kernel Library

can I call vslConvCopyTask asynchronously

SNena1 — Sat, 18 Jan 2025 00:11:54 GMT

I'm trying to parallelize convolution/correlation, so I wonder if can I asynchonously call vslConvCopyTask in another thread while main thread executes a convolution/correlation operation ? Thanks.

Re: can I call vslConvCopyTask asynchronously

Fengrui — Thu, 30 Jan 2025 01:23:00 GMT

Did you give it a try? It sounds do-able if the main thread doesn't edit the task. Is the time spent on vslConvCopyTask comparable to the time on execution in you case?

Re: can I call vslConvCopyTask asynchronously

SNena1 — Thu, 30 Jan 2025 01:34:15 GMT

I need guarantees it is an allowed and safe operation in a multithreaded environment (using single threaded mkl).

Even if I try and it works, it doesn't mean it won't break in production. ATM. I'm creating new plan with same arguments for each new thread.

Re: can I call vslConvCopyTask asynchronously

Fengrui — Fri, 31 Jan 2025 01:00:15 GMT

The guaranteed safe way of copying the task from the main thread and doing the subsequent execution is to wait for all the threads to finish the copy operation first.

Thread0 -- create task0 --- wait all threads to copy --- execute task0

Thread1 --------------------- copy task 0 to task1 ----- execute task1

Thread2 --------------------- copy task 0 to task2 ----- execute task2