An Overview of Deep Learning Frameworks and Introduction to PyTorch

An Overview of Deep Learning Frameworks and Introduction to PyTorch

Explore deep learning frameworks and gain an introduction to PyTorch in this one-hour talk by Facebook AI Research's Soumith Chintala. Discover the differences between declarative and imperative frameworks like TensorFlow and PyTorch. Delve into the PyTorch framework, examining its features from a researcher's perspective. Learn about essential research workflows, including data pre-processing, loading, and model building. Understand how PyTorch's capabilities align with these workflows, enhancing your ability to conduct deep learning research effectively.