Technology – PyTorch

ML Model Server Resource Saving – Transition From High-Cost GPUs to Intel CPUs and oneAPI powered Software with performance

PyTorch Foundation — Wed, 11 Oct 2023 05:15:00 +0000

Here, We will be sharing our experience in moving AI workloads from our GPU servers to our Intel CPU servers without any performance or quality degradation, and saving annual costs of approximately 340 thousand U.S. Dollar (refer to the Conclusion) in the process.

Axon offers technology boost for public safety with in-car Automated License Plate Recognition on Azure

PyTorch Foundation — Thu, 09 Mar 2023 05:17:00 +0000

Axon, a technology leader in public safety, developed AI technology to add cutting-edge license plate recognition capabilities to its in-car camera products, which now can identify plates for vehicles of interest and provide law enforcement with proactive notifications and alerts. Axon AI scientists and engineers chose Microsoft Azure infrastructure as a scalable, cost-efficient, and feature-rich environment where they can develop and test AI models.

How PyTorch is bringing the power of AI to computers and smartphones

PyTorch Foundation — Fri, 02 Dec 2022 05:25:00 +0000

Many of the experiences people enjoy on Facebook and Instagram are powered by artificial intelligence (AI). A number of them, like Assistant, Avatars, and AR effects, cannot be powered by server-side AI due to latency, network bandwidth, and other constraints. Running AI on-device —that is, directly on a phone, tablet, or even a pair of smart glasses — offers huge advantages over constantly sending data back to a server.

Bentley Systems creates breakthrough framework, drastically speeds up AI development with Azure Machine Learning

PyTorch Foundation — Wed, 16 Mar 2022 05:38:00 +0000

Software innovator Bentley Systems offers a broad portfolio of solutions to help the organizations that design, build, and operate the world’s infrastructure assets. The company uses machine learning in its flagship product to read disparate paper-based asset data and transform it into consolidated digital data. To speed up and formalize this process, Bentley created a machine learning operations framework using Microsoft Azure Machine Learning and PyTorch.

PyTorch Community Voices

PyTorch Foundation — Wed, 02 Jun 2021 05:58:00 +0000

Join us for an interview with star PyTorch community members Alexander O’Connor and Binghui Ouyang from AutoDesk as we learn how they used PyTorch and AWS Inferentia to deploy production-scale models in chatbot intent classification.

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

PyTorch Foundation — Wed, 07 Apr 2021 06:01:00 +0000

Autodesk is a multinational software company with world-renowned products in areas such as Architecture, Engineering, & Construction, Manufacturing, and Media & Entertainment. Amongst Autodesk’s best-known products are AutoCAD, Revit, Maya, and Fusion 360. The company has millions of customers around the world, and many of them have need for support to make best use of their products.

Dialogue Assistance for Customer Service at Airbnb

PyTorch Foundation — Tue, 20 Aug 2019 06:49:00 +0000

Businesses are using PyTorch, an open source machine learning framework, to seamlessly build, train, and deploy AI models in production across their products and services. Hear how industry leaders leverage PyTorch to help power everything from ubiquitous productivity software used across the world to enabling advances in medicine for fighting cancer.