PyTorch Lightning Developer Blog

PyTorch Lightning Developer Blog

Skaftenicki

TorchMetrics v0.11 — Multimodal and nominal

We are happy to announce that Torchmetrics v0.11 is now publicly available. In Torchmetrics v0.11 we have primarily focused on cleanup of…

Dec 5, 2022

TorchMetrics v0.11 — Multimodal and nominal

Dec 5, 2022

Sean Narenthiran

Lightning Transformers 0.2 — New 🤗Tasks, Community Features and Big Model Training & Inference

Pairing 🤗 Transformers and Lightning has become increasingly popular, leveraging Lightning to hide away the boilerplate of your training…

Nov 29, 2022

Lightning Transformers 0.2 — New 🤗Tasks, Community Features and Big Model Training & Inference

Nov 29, 2022

Skaftenicki

TorchMetrics v0.10 — Large changes to classifications

TorchMetrics v0.10 is now out, and it brings significant and future breaking changes to the hole classification package. This blog post…

Oct 17, 2022

TorchMetrics v0.10 — Large changes to classifications

Oct 17, 2022

Skaftenicki

TorchMetrics v0.9 — Faster forward

V0.9 of TorchMetrics is now out and it brings important changes to how forward works. This blogpost goes over the improvements we have…

May 31, 2022

TorchMetrics v0.9 — Faster forward

May 31, 2022

Sunil Srinivasa

Turbocharge Multi-Agent Reinforcement Learning with WarpDrive and PyTorch Lightning

Authors: Sunil Srinivasa, Tian Lan, Huan Wang, Stephan Zheng, and Donald Rose

May 20, 2022

Turbocharge Multi-Agent Reinforcement Learning with WarpDrive and PyTorch Lightning

May 20, 2022

Carlos Mocholí

PyTorch Lightning 1.6

Support Intel’s Habana Accelerator, New efficient DDP strategy (Bagua), Manual Fault-tolerance, Stability and Reliability.

May 10, 2022

PyTorch Lightning 1.6

May 10, 2022

Kaushik Bokka

Supercharge your training with zero code changes using Intel’s Habana Accelerator ⚡️

We recently added support for Habana’s Gaudi AI Processors, which can be used to accelerate deep learning training workloads.

May 5, 2022

Supercharge your training with zero code changes using Intel’s Habana Accelerator ⚡️

May 5, 2022

PyTorch Lightning team

Experiment with Billion-Parameter Models Faster using DeepSpeed and Meta Tensors

PyTorch’s Meta Tensors can save you huge amounts of time. PyTorch Lightning, together with DeepSpeed and just a single line of code, allows…

Apr 19, 2022

Experiment with Billion-Parameter Models Faster using DeepSpeed and Meta Tensors

Apr 19, 2022

Skaftenicki

Torchmetrics v0.8 — Paper, Faster collection and more metrics

We are excited to announce that Torchmetrics v0.8 is now available. The release includes a number of new metrics in the classification and…

Apr 14, 2022

Torchmetrics v0.8 — Paper, Faster collection and more metrics

Apr 14, 2022

Carlos Mocholí

Bagua: A new, efficient, distributed training strategy available in PyTorch Lightning 1.6

Support for a new distributed training strategy in collaboration with the Bagua team.

Apr 12, 2022

Bagua: A new, efficient, distributed training strategy available in PyTorch Lightning 1.6

Apr 12, 2022

PyTorch Lightning Developer Blog

PyTorch Lightning is a lightweight machine learning framework that handles most of the engineering work, leaving you to focus on the science. Check it out: pytorchlightning.ai

Connect with PyTorch Lightning Developer Blog

Editors

Aaron (Ari) Bornstein

<Microsoft Open Source Engineer> I am an AI enthusiast with a passion for engaging with new technologies, history, and computational medicine.

Thomas Chaton

イルカ Borovec

I have been working in ML and DS for a while in a few IT companies. I enjoy exploring interesting world problems and solving them with SOTA techniques…

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