Published inPyTorchHow Activation Checkpointing enables scaling up training deep learning modelsBy Yiftach Beer, Omri BarNov 8, 20231Nov 8, 20231
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, 2022Nov 4, 2022
Published inPyTorchDemocratizing GPR (Ground Penetrating Radar) with deep learningA high-performance and cost-effective deployment using PyTorch and AWS InferentiaJul 12, 20221Jul 12, 20221
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, 20221Mar 23, 20221
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, 20222Mar 17, 20222
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, 20222Mar 15, 20222
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, 20221Mar 14, 20221
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, 20213Sep 16, 20213
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, 2021Sep 7, 2021
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, 2021Jun 9, 2021