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Blog

PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models

In this blog post, we describe the first peer-reviewed research paper that explores accelerating the…

Chaoyang He, Shen Li, Mahdi Soltanolkotabi, and Salman AvestimehrAugust 18, 2021

Case Studies

University of Pécs enables text and speech processing in Hungarian, builds the BERT-large model with just 1,000 euro with Azure

Everyone prefers to use their mother tongue when communicating with chat agents and other automated…

PyTorch FoundationAugust 10, 2021

Blog

What’s New in PyTorch Profiler 1.9?

PyTorch Profiler v1.9 has been released! The goal of this new release (previous PyTorch Profiler release)…

Sabrina Smai, Program Manager on the AI Framework team at MicrosoftAugust 3, 2021

Blog

Everything You Need To Know About Torchvision’s SSDlite Implementation

In the previous article, we’ve discussed how the SSD algorithm works, covered its implementation details and…

Vasilis VryniotisJune 27, 2021

Blog

The torch.linalg module: Accelerated Linear Algebra with Autograd in PyTorch

Linear algebra is essential to deep learning and scientific computing, and it’s always been a…

Mike Ruberry, Ivan Yashchuk, Xiao Wang, Mario Lezcano and Natalia GimelsheinJune 23, 2021

Blog

An Overview of the PyTorch Mobile Demo Apps

PyTorch Mobile provides a runtime environment to execute state-of-the-art machine learning models on mobile devices.…

Jeff Tang and Mark SaroufimJune 18, 2021

Case Studies

How 3DFY.ai Built a Multi-Cloud, Distributed Training Platform Over Spot Instances with TorchElastic and Kubernetes

Deep Learning development is becoming more and more about minimizing the time from idea to…

PyTorch FoundationJune 17, 2021

Blog

Everything You Need To Know About Torchvision’s SSD Implementation

In TorchVision v0.10, we’ve released two new Object Detection models based on the SSD architecture.…

Vasilis VryniotisJune 16, 2021

Blog

New PyTorch Library Releases in PyTorch 1.9, including TorchVision, TorchAudio, and more

Today, we are announcing updates to a number of PyTorch libraries, alongside the PyTorch 1.9 release.…

PyTorch FoundationJune 15, 2021

Blog

PyTorch 1.9 Release, including torch.linalg and Mobile Interpreter

We are excited to announce the release of PyTorch 1.9. The release is composed of…

PyTorch FoundationJune 15, 2021

Blog

Overview of PyTorch Autograd Engine

This blog post is based on PyTorch version 1.8, although it should apply for older…

Preferred Networks, Inc.June 8, 2021

Case Studies

AI21 Labs Trains 178-Billion-Parameter Language Model Using Amazon EC2 P4d Instances, PyTorch

AI21 Labs uses machine learning to develop language models focused on understanding meaning, and in…

PyTorch FoundationJune 7, 2021

Case Studies

PyTorch Community Voices

Join us for an interview with star PyTorch community members Alexander O’Connor and Binghui Ouyang…

PyTorch FoundationJune 2, 2021

Blog

Everything you need to know about TorchVision’s MobileNetV3 implementation

In TorchVision v0.9, we released a series of new mobile-friendly models that can be used for Classification,…

Vasilis Vryniotis and Francisco MassaMay 26, 2021

Blog

Announcing the PyTorch Enterprise Support Program

Today, we are excited to announce the PyTorch Enterprise Support Program, a participatory program that…

PyTorch FoundationMay 25, 2021

Case Studies

How Outreach Productionizes PyTorch-based Hugging Face Transformers for NLP

At Outreach, a leading sales engagement platform, our data science team is a driving force…

PyTorch FoundationMay 14, 2021

Blog

PyTorch Ecosystem Day 2021 Recap and New Contributor Resources

Thank you to our incredible community for making the first ever PyTorch Ecosystem Day a…

PyTorch FoundationMay 10, 2021

Case Studies

Automated Background Removal in E-commerce Fashion Image Processing Using PyTorch on Databricks

Wehkamp is one of the biggest e-commerce companies in the Netherlands, with more than 500,000…

PyTorch FoundationApril 29, 2021

Case Studies

Disney’s Creative Genome by Miquel Farré

Miquel Farré is a senior technology manager at Disney, taking the lead on projects at…

PyTorch FoundationApril 27, 2021

Blog

An overview of the ML models introduced in TorchVision v0.9

TorchVision v0.9 has been released and it is packed with numerous new Machine Learning models and features,…

PyTorch FoundationApril 16, 2021

PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models

University of Pécs enables text and speech processing in Hungarian, builds the BERT-large model with just 1,000 euro with Azure

What’s New in PyTorch Profiler 1.9?

Everything You Need To Know About Torchvision’s SSDlite Implementation

The torch.linalg module: Accelerated Linear Algebra with Autograd in PyTorch

An Overview of the PyTorch Mobile Demo Apps

How 3DFY.ai Built a Multi-Cloud, Distributed Training Platform Over Spot Instances with TorchElastic and Kubernetes

Everything You Need To Know About Torchvision’s SSD Implementation

New PyTorch Library Releases in PyTorch 1.9, including TorchVision, TorchAudio, and more

PyTorch 1.9 Release, including torch.linalg and Mobile Interpreter

Overview of PyTorch Autograd Engine

AI21 Labs Trains 178-Billion-Parameter Language Model Using Amazon EC2 P4d Instances, PyTorch

PyTorch Community Voices

Everything you need to know about TorchVision’s MobileNetV3 implementation

Announcing the PyTorch Enterprise Support Program

How Outreach Productionizes PyTorch-based Hugging Face Transformers for NLP

PyTorch Ecosystem Day 2021 Recap and New Contributor Resources

Automated Background Removal in E-commerce Fashion Image Processing Using PyTorch on Databricks

Disney’s Creative Genome by Miquel Farré

An overview of the ML models introduced in TorchVision v0.9

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