PyTorch is an open source Python based framework for AI model training and inferencing, but it's still a resource intensive task. In this video, Raghu Kiran Ganti from IBM Research and Suraj Subramanian from Meta discuss how to increase efficiencies in both cost and time for AI workloads using PyTorch features like fully sharded data parallel (FSDP) and TorchDynamo.