PyTorchinPyTorchHow Activation Checkpointing enables scaling up training deep learning modelsBy Yiftach Beer, Omri Bar9 min read·Nov 8, 2023--1--1
PyTorchDifferential 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 Mironov8 min read·Nov 4, 2022----
PyTorchinPyTorchDemocratizing GPR (Ground Penetrating Radar) with deep learningA high-performance and cost-effective deployment using PyTorch and AWS Inferentia11 min read·Jul 12, 2022--1--1
PyTorchinPyTorchLarge-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 core4 min read·Mar 23, 2022--1--1
PyTorchinPyTorchPyTorch 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…14 min read·Mar 17, 2022--2--2
PyTorchinPyTorchTraining 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…13 min read·Mar 15, 2022--2--2
PyTorchinPyTorchSolliance 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 Azure5 min read·Mar 14, 2022--1--1
PyTorchinPyTorchDifferential 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.8 min read·Sep 16, 2021--3--3
PyTorchinPyTorchHow 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 treated9 min read·Sep 7, 2021----
PyTorchinPyTorchPyTorch 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…1 min read·Jun 9, 2021----