Can we have benchmark updated against default multiprocessor.Queue in Python 3.11? I've done some my own experiment with Python 3.9 & Python 3.11 -- multiprocess.Queue was definitely slower in 3.9 but ...

It's a clean setup: python 3.11.7, torch 2.0 or later versions. The common observation across both Windows and WSL2, across all versions of pytorch, is: the queue works fine for CPU tensors but zeroes ...

Llama 2 API with multiprocessing The video tutorial below provides valuable insights into creating an API for the Llama 2 language model, with a focus on supporting multiprocessing with PyTorch.

And Python’s support for multiprocessing is top-heavy: you have to spin up multiple copies of the Python runtime for each core and distribute your work between them.