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Case Studies

How We Used AWS Inferentia to Boost PyTorch NLP Model Performance by 4.9x for the Autodesk Ava Chatbot

Autodesk is a multinational software company with world-renowned products in areas such as Architecture, Engineering,…

PyTorch FoundationApril 7, 2021

Blog

Introducing PyTorch Profiler – the new and improved performance tool

Along with PyTorch 1.8.1 release, we are excited to announce PyTorch Profiler – the new and…

Maxim Lukiyanov - Principal PM at Microsoft, Guoliang Hua - Principal Engineering Manager at Microsoft, Geeta Chauhan - Partner Engineering Lead at Facebook, Gisle Dankel - Tech Lead at FacebookMarch 25, 2021

Blog

PyTorch for AMD ROCm™ Platform now available as Python package

With the PyTorch 1.8 release, we are delighted to announce a new installation option for…

Niles Burbank – Director PM at AMD, Mayank Daga – Director, Deep Learning Software at AMDMarch 24, 2021

Blog

Announcing PyTorch Ecosystem Day

We’re proud to announce our first PyTorch Ecosystem Day. The virtual, one-day event will focus…

PyTorch FoundationMarch 9, 2021

Blog

New PyTorch library releases including TorchVision Mobile, TorchAudio I/O, and more

Today, we are announcing updates to a number of PyTorch libraries, alongside the PyTorch 1.8 release.…

PyTorch FoundationMarch 4, 2021

Blog

PyTorch 1.8 Release, including Compiler and Distributed Training updates, and New Mobile Tutorials

We are excited to announce the availability of PyTorch 1.8. This release is composed of…

PyTorch FoundationMarch 4, 2021

Blog

The torch.fft module: Accelerated Fast Fourier Transforms with Autograd in PyTorch

The Fast Fourier Transform (FFT) calculates the Discrete Fourier Transform in O(n log n) time.…

Mike Ruberry, Peter Bell, and Joe SpisakMarch 3, 2021

Case Studies

Machine Learning at Tubi: Powering Free Movies, TV and News for All

In this blog series, our aim is to highlight the nuances of Machine Learning in…

PyTorch FoundationFebruary 25, 2021

Case Studies

Deepset achieves a 3.9x speedup and 12.8x cost reduction for training NLP models by working with AWS and NVIDIA

At deepset, we’re building the next-level search engine for business documents. Our core product, Haystack,…

PyTorch FoundationJanuary 27, 2021

Case Studies

Using PyTorch to streamline machine-learning projects

For many surgeons, the possibility of going back into the operating room to review the…

PyTorch FoundationDecember 20, 2020

Case Studies

How theator Built a Continuous Training Framework To Scale up Its Surgical Intelligence Platform

Performing surgery is largely about decision making. As Dr. Frank Spencer put it in 1978,…

PyTorch FoundationDecember 17, 2020

Case Studies

Graph Convolutional Operators in the PyTorch JIT

In this talk, scientist Lindsey Gray and Ph.D. student Matthias Fey co-examine how the challenges…

PyTorch FoundationDecember 2, 2020

Blog

Prototype Features Now Available – APIs for Hardware Accelerated Mobile and ARM64 Builds

Today, we are announcing four PyTorch prototype features. The first three of these will enable…

PyTorch FoundationNovember 12, 2020

Blog

Announcing PyTorch Developer Day 2020

Starting this year, we plan to host two separate events for PyTorch: one for developers…

PyTorch FoundationNovember 1, 2020

Blog

PyTorch 1.7 released w/ CUDA 11, New APIs for FFTs, Windows support for Distributed training and more

Today, we’re announcing the availability of PyTorch 1.7, along with updated domain libraries. The PyTorch…

PyTorch FoundationOctober 27, 2020

Case Studies

How Wadhwani AI Uses PyTorch To Empower Cotton Farmers

Cotton is a major fibre crop across the world, cultivated in over 80 countries with…

PyTorch FoundationOctober 22, 2020

Case Studies

How Lyft Uses PyTorch to Power Machine Learning for Their Self-Driving Cars

Lyft’s mission is to improve people’s lives with the world’s best transportation. We believe in…

PyTorch FoundationOctober 7, 2020

Blog

Announcing the Winners of the 2020 Global PyTorch Summer Hackathon

More than 2,500 participants in this year’s Global PyTorch Summer Hackathon pushed the envelope to…

PyTorch FoundationOctober 1, 2020

Case Studies

AstraZeneca is using PyTorch-powered algorithms to discover new drugs

Since it launched in 2017, Facebook’s machine-learning framework PyTorch has been put to good use,…

PyTorch FoundationSeptember 30, 2020

Case Studies

Speeding up drug discovery with advanced machine learning

Whatever our job title happens to be at AstraZeneca, we’re seekers. I’m part of the…

PyTorch FoundationSeptember 30, 2020

How We Used AWS Inferentia to Boost PyTorch NLP Model Performance by 4.9x for the Autodesk Ava Chatbot

Introducing PyTorch Profiler – the new and improved performance tool

PyTorch for AMD ROCm™ Platform now available as Python package

Announcing PyTorch Ecosystem Day

New PyTorch library releases including TorchVision Mobile, TorchAudio I/O, and more

PyTorch 1.8 Release, including Compiler and Distributed Training updates, and New Mobile Tutorials

The torch.fft module: Accelerated Fast Fourier Transforms with Autograd in PyTorch

Machine Learning at Tubi: Powering Free Movies, TV and News for All

Deepset achieves a 3.9x speedup and 12.8x cost reduction for training NLP models by working with AWS and NVIDIA

Using PyTorch to streamline machine-learning projects

How theator Built a Continuous Training Framework To Scale up Its Surgical Intelligence Platform

Graph Convolutional Operators in the PyTorch JIT

Prototype Features Now Available – APIs for Hardware Accelerated Mobile and ARM64 Builds

Announcing PyTorch Developer Day 2020

PyTorch 1.7 released w/ CUDA 11, New APIs for FFTs, Windows support for Distributed training and more

How Wadhwani AI Uses PyTorch To Empower Cotton Farmers

How Lyft Uses PyTorch to Power Machine Learning for Their Self-Driving Cars

Announcing the Winners of the 2020 Global PyTorch Summer Hackathon

AstraZeneca is using PyTorch-powered algorithms to discover new drugs

Speeding up drug discovery with advanced machine learning

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