Parameter server - one server that calculates gradients, centralized. Ring all-reduce - all workers cooperate to calculate gradients, distributed. For this implementation, only torch.multiprocessing ...
This tutorial seeks to teach users about using profiling tools such as nvsys, rocprof, and the torch profiler in a simple transformers training loop. We will cover how to use the PyTorch profiler to ...