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    • Train ImageNet in 18 minutes on AWS
      Python
      The Unlicense
      1912661Updated Mar 20, 2024Mar 20, 2024
    • PyTorch-SSO: Scalable Second-Order methods in PyTorch
      Python
      MIT License
      2014250Updated Oct 1, 2023Oct 1, 2023
    • Python
      The Unlicense
      3215371Updated Jun 8, 2022Jun 8, 2022
    • autotune

      Public
      Python
      0000Updated Dec 11, 2020Dec 11, 2020
    • Python
      MIT License
      4936940Updated Dec 9, 2020Dec 9, 2020
    • Training Transformer-XL on 128 GPUs
      Python
      Apache License 2.0
      762140120Updated Jun 11, 2020Jun 11, 2020
    • Python
      MIT License
      73321Updated May 21, 2020May 21, 2020
    • Make huge neural nets fit in memory
      Python
      MIT License
      2712.7k271Updated Apr 26, 2020Apr 26, 2020
    • Code to reproduce "imagenet in 18 minutes" DAWN-benchmark entry
      Python
      The Unlicense
      162847100Updated Nov 24, 2019Nov 24, 2019
    • ncluster

      Public
      Lightweight interface to AWS
      Python
      MIT License
      547530Updated Oct 15, 2019Oct 15, 2019
    • Example code for "PyTorch on AWS made easy"
      Python
      0500Updated Aug 27, 2019Aug 27, 2019
    • Tools to benchmark AWS network performance
      Jupyter Notebook
      2600Updated Jul 31, 2019Jul 31, 2019
    • Implementation of fluctuation dissipation relations for automatic learning rate annealing.
      Python
      MIT License
      0800Updated Jul 24, 2019Jul 24, 2019
    • bflm

      Public
      Python
      71610Updated Jun 8, 2019Jun 8, 2019
    • Ongoing research training transformer language models at scale, including: BERT
      Python
      Other
      2.4k1500Updated Apr 25, 2019Apr 25, 2019