James McCaffrey of Microsoft Research provides a full code sample and screenshots to explain how to create and use PyTorch Dataset and DataLoader ... a DataLoader The demo program creates a relatively ...

Early on, academics and researchers were drawn to PyTorch because it was easier to use than TensorFlow for ... of common benchmark datasets (based on simple interfaces to create your own), the ...

After all, many data sets can be modeled analytically or with simple statistical ... which is based on PyTorch, simplifies training fast and accurate neural networks using modern best practices.

James McCaffrey of Microsoft Research explains how to train a network, compute its accuracy, use it to ... well for simple networks, including binary classifiers. Adam often works better than SGD for ...

After his keynote, ZDNet caught up with Chintala on a number of topics, ranging from Facebook's motivation and strategy for PyTorch, to the specifics of using it. It may sound like a trivial ...