PyTorch

Lightning 1.5 introduces Fault-Tolerant Training, LightningLite, Loops Customization, Lightning Tutorials, RichProgressBar

We demonstrate that PowerSGD can accelerate distributed training in a NLP use case by 10X+ on AWS without any loss in accuracy.

Why distributed training is important and how you can use PyTorch Lightning with Ray to enable multi-node training and automatic cluster…

Authors: Steven Walton, Ali Hassani, Abulikemu Abuduweili, and Humphrey Shi. SHI Lab @ University of Oregon and Picsart AI Research (PAIR)

Differentially-Private Stochastic Gradient Descent modifies the minibatch stochastic optimization process to make it differentially…

PyTorch / XLA, a package that lets PyTorch connect to Cloud TPUs and use TPU cores as devices, is now generally available.

Lightning reveals the final API, a new website, and a sneak peek into our new native platform for training models at scale on the cloud!

With the goal of being comprehensive and flexible, PFRL additionally supports numerous other algorithms and features.

AllenNLPでおなじみのAllenAI研究所が、2020年9月に発表したPyTorchの深層強化学習ライブラリ「AllenAct」で、チュートリアルの迷路課題の実装を、AllenActの構造を追いながら解説します。

PyTorchを用いて画像処理から自然言語処理など、様々なDeepLearningの実装手法を学習する方法を解説します(Part 1)。( I introduce how to learn PyTorch Implementation for Japanese people).

PyTorchを用いて画像処理から自然言語処理など、様々なDeepLearningの実装手法を学習する方法を解説します (Part 2)。( I introduce how to learn PyTorch Implementation for Japanese…