Session: Deep Dive into PyTorch Open Source Ecosystem
PyTorch is an open source framework for Machine Learning, particularly Deep Learning. It is hosted at the PyTorch Foundation under the Linux Foundation. PyTorch provides building blocks to develop, train, and test AI models on CPUs, GPUs, TPUs, and AI Accelerators. However, there is more to it. The PyTorch ecosystem is more than just the PyTorch core library. The ecosystem projects cover a variety of domains, from training, fine tuning, and creating custom backends to using models on your laptop to cloud and edge devices.
In this talk, we will provide an overview of PyTorch along with some of the key areas like compiler and distributed training, and deep dive into various open source libraries that build a large and robust PyTorch ecosystem. We will also share our experience in contributing to the PyTorch and show how you can contribute to these important open source projects that are behind the open source revolution in AI development.
