Published inPyTorchHow Activation Checkpointing enables scaling up training deep learning modelsBy Yiftach Beer, Omri BarNov 8, 20232201Nov 8, 20232201
Differential Privacy Series Part 3 | Efficient Per-Sample Gradient Computation for More Layers in…Authors: Alex Sablayrolles, Ashkan Yousefpour, Karthik Prasad, Peter Romov, Davide Testuggine, Igor Shilov, and Ilya MironovNov 4, 202223Nov 4, 202223
Published inPyTorchDemocratizing GPR (Ground Penetrating Radar) with deep learningA high-performance and cost-effective deployment using PyTorch and AWS InferentiaJul 12, 2022891Jul 12, 2022891
Published inPyTorchLarge-Scale Distributed Training with TorchX and RayRay, created at RISELab by the founders of Anyscale. It provides a rich set of native libraries for ML workloads and a general-purpose coreMar 23, 2022711Mar 23, 2022711
Published inPyTorchPyTorch Data Parallel Best Practices on Google CloudAuthors: Shen Li (Meta AI), Jessica Choi (Meta AI), Pavel Belevich (Meta AI), Yanli Zhao (Meta AI), Rohan Varma (Meta AI), Geeta Chauhan…Mar 17, 20221712Mar 17, 20221712
Published inPyTorchTraining a 1 Trillion Parameter Model With PyTorch Fully Sharded Data Parallel on AWSAuthors: Pavel Belevich (Meta AI), Yanli Zhao (Meta AI), Shen Li (Meta AI), Jessica Choi (Meta AI), Rohan Varma (Meta AI), Pritam Damania…Mar 15, 20221922Mar 15, 20221922
Published inPyTorchSolliance makes headlines with cryptocurrency news analysis platform powered by Azure Machine…Solliance delivers cutting-edge AI solutions that fill gaps across a wide variety of industries using PyTorch and Microsoft AzureMar 14, 202251Mar 14, 202251
Published inPyTorchDifferential Privacy Series Part 2 | Efficient Per-Sample Gradient Computation in OpacusWe examine how vectorized computation is done in Opacus and why Opacus can compute per-sample gradients a lot faster than micro batching.Sep 16, 2021643Sep 16, 2021643
Published inPyTorchHow AI is Helping Vets to Help our Pets1 in 4 dogs and 1 in 5 cats will develop cancer at some point in their lives. Pets today have a better chance of being successfully treatedSep 7, 2021148Sep 7, 2021148
Published inPyTorchPyTorch at Google Cloud’s Applied ML SummitThe Applied ML Summit is a half-day digital event kicking off on June 10th, bringing together professional data scientists, ML engineers…Jun 9, 202111Jun 9, 202111
Published inPyTorchProject Spock at Tubi: Understanding Content Using Deep Learning for NLPIn this blog, we aim to highlight the nuances of Machine Learning in Tubi’s Ad-based Video on Demand (AVOD) space as practiced at Tubi.May 4, 2021May 4, 2021
Published inPyTorchQ&A: Hear from PyTorch Community Leaders Ahead of Ecosystem DayAuthor: Team PyTorchApr 14, 2021Apr 14, 2021
Published inPyTorchNVIDIA GTC 2021 Hosts Over 50 PyTorch SessionsNVIDIA GTC 2021 is a week-long event that shares breakthroughs in AI, data center, accelerated computing, healthcare, and more,Apr 5, 20211Apr 5, 20211
Published inPyTorchIntroducing PyTorch Learn the Basics TutorialFamiliarize yourself with PyTorch concepts and modules. Learn how to load data, build deep neural networks, train and save your models.Mar 24, 2021Mar 24, 2021
Published inPyTorchNXP Semiconductors Releases Glow Memory Analysis App NoteGlow is a compiler that interfaces to the PyTorch machine learning frameworkMar 13, 2021Mar 13, 2021
Published inPyTorchAnnouncing PyTorch Ecosystem DayWe will be hosting our first PyTorch Ecosystem Day, a virtual event designed for our ecosystem and industry communities.Mar 11, 2021Mar 11, 2021
Published inPyTorchMachine Learning at Tubi: Powering Free Movies, TV and News for AllIn this blog series, our aim is to highlight the nuances of Machine Learning in Tubi’s Ad-based Video on Demand space as practiced at TubiFeb 25, 2021Feb 25, 2021
Published inPyTorchRendering Volumes and Implicit Shapes in PyTorch3DA suite of new features have been released to support implicit functions and volumetric rendering.Feb 24, 20211Feb 24, 20211
Published inPyTorchGetting Started with Distributed Machine Learning with PyTorch and RayRay is a popular framework for distributed Python that can be paired with PyTorch to rapidly scale machine learning applications.Feb 19, 2021Feb 19, 2021
Optimizing DLRM by using PyTorch with oneCCL BackendDeep learning recommender system training on CPU cluster architectureFeb 5, 2021Feb 5, 2021