In fact, the ability of PyTorch to automatically compute gradients is arguably one of the library's two most important features (along with the ability to compute on GPU hardware). To summarize, when ...

The Data Science Lab. Multi-Class Classification Using PyTorch: Defining a Network. Dr. James McCaffrey of Microsoft Research explains how to define a network in installment No. 2 of his four-part ...

Is PyTorch better than TensorFlow for general use cases? ... preallocating buffers, fusing layers, precompiling the functions. ... Try a few things with both and see the difference: Skip some layers.