Model Serving in PyTorch Blog Model Serving in PyTorch PyTorch has seen a lot of adoption in research, but people can get confused about…Jeff SmithMay 8, 2019
Optimizing CUDA Recurrent Neural Networks with TorchScript Blog Optimizing CUDA Recurrent Neural Networks with TorchScript This week, we officially released PyTorch 1.1, a large feature update to PyTorch 1.0. One…The PyTorch TeamMay 1, 2019
PyTorch adds new dev tools as it hits production scale Blog PyTorch adds new dev tools as it hits production scale This is a partial re-post of the original blog post on the Facebook AI Blog.…The PyTorch TeamMay 1, 2019
Stochastic Weight Averaging in PyTorch Blog Stochastic Weight Averaging in PyTorch In this blogpost we describe the recently proposed Stochastic Weight Averaging (SWA) technique , and…Pavel Izmailov and Andrew Gordon WilsonApril 29, 2019
The road to 1.0: production ready PyTorch Blog The road to 1.0: production ready PyTorch We would like to give you a preview of the roadmap for PyTorch 1.0 ,…The PyTorch TeamMay 2, 2018
PyTorch 0.4.0 Migration Guide Blog PyTorch 0.4.0 Migration Guide Welcome to the migration guide for PyTorch 0.4.0. In this release we introduced many exciting new…PyTorch FoundationApril 22, 2018
Tensor Comprehensions in PyTorch Blog Tensor Comprehensions in PyTorch Tensor Comprehensions (TC) is a tool that lowers the barrier for writing high-performance code. It…Priya Goyal (FAIR), Nicolas Vasilache (FAIR), Oleksandr Zinenko (Inria & DI ENS), Theodoros Theodoridis (ETH Zürich), Zachary DeVito (FAIR), William S. Moses (MIT CSAIL), Sven Verdoolaege (FAIR), Andrew Adams (FAIR), Albert Cohen (Inria & DI ENS & FAIR)March 5, 2018
PyTorch, a year in…. Blog PyTorch, a year in…. Today marks 1 year since PyTorch was released publicly. It’s been a wild ride —…The PyTorch TeamJanuary 19, 2018
PyTorch Internals Part II – The Build System Blog PyTorch Internals Part II – The Build System In the first post I explained how we generate a torch.Tensor object that you can use in your Python…Trevor KilleenJune 27, 2017
A Tour of PyTorch Internals (Part I) Blog A Tour of PyTorch Internals (Part I) The fundamental unit in PyTorch is the Tensor. This post will serve as an overview…Trevor KilleenMay 11, 2017