PyTorch is a Python-based tensor computing library with high-level support for neural network architectures.It also supports offloading computation to GPUs. A product of Facebook’s AI research ...

The first step when designing a PyTorch neural network class for a regression problem is to determine its architecture. Neural architecture design includes the number of input and output nodes, the ...

As neural networks scale to dozens of layers and billions of parameters, Facebook offers greater parallelism for models with PyTorch 1.1. Facebook’s PyTorch 1.1 does the heavy lifting for ...

Facebook and Microsoft announced ONNX, the Open Neural Network Exchange this morning in respective blog posts.The Exchange makes it easier for machine learning developers to convert models between ...

Facebook has already used a prototype of the Android Neural Network API that supports PyTorch to enable immersive 360-degree backgrounds on Messenger video calls.

A subcategory of machine learning, deep learning uses multi-layered neural networks to automate historically difficult machine tasks—such as image recognition, natural language processing (NLP ...