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    14 repositories

    • PGT_Index

      Public
      Code associated with the 2025 SC paper "PGT-I: Scaling Spatiotemporal GNNs with Memory-Efficient Distributed Training"
      Python
      •0•0•0•0•Updated Aug 4, 2025Aug 4, 2025

    • LV-XAttn

      Public
      Python
      •1•3•0•0•Updated May 28, 2025May 28, 2025

    • TUNA

      Public
      Python
      •
      MIT License
      •3•5•0•0•Updated Mar 6, 2025Mar 6, 2025

    • Eva

      Public
      Eva: Cost-Efficient Cloud-Based Cluster Scheduling
      Python
      •2•7•0•0•Updated Feb 17, 2025Feb 17, 2025

    • decoding-speculative-decoding

      Public
      Python
      •1•15•0•0•Updated Aug 19, 2024Aug 19, 2024

    • MCBench

      Public
      [MLSys 2024] Does Compressing Activations Help Model Parallel Training?
      Python
      •
      Other
      •2•6•2•0•Updated May 8, 2024May 8, 2024

    • bagpipe

      Public
      Code for reproducing results for SOSP paper Bagpipe
      Python
      •
      MIT License
      •4•11•2•0•Updated Oct 20, 2023Oct 20, 2023

    • Battery-SoC-Estimation

      Public
      Data and code for the paper 'Estimating Battery State-of-Charge within 1% using Machine Learning and Physics-based Models' (SAE'23)
      machine-learningneural-networksbatteries
      machine-learningneural-networksbatterieslithium-ion-batteries
      Jupyter Notebook
      •
      Apache License 2.0
      •8•33•0•0•Updated Mar 9, 2023Mar 9, 2023

    • shockwave

      Public
      Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]
      distributed-systemsmachine-learningdeep-learning
      distributed-systemsmachine-learningdeep-learningpytorchcloud-computingdistributed-trainingcluster-scheduler
      Python
      •
      MIT License
      •1•46•2•0•Updated Nov 24, 2022Nov 24, 2022

    • llamatune

      Public
      Supplementary Material for "LlamaTune: Sample-Efficient DBMS Configuration Tuning"
      Python
      •10•39•5•0•Updated Jul 29, 2022Jul 29, 2022

    • GradCompressionUtility

      Public
      Python
      •1•5•1•0•Updated Mar 18, 2022Mar 18, 2022

    • Accordion

      Public
      Code for reproducing experiments performed for Accoridon
      Python
      •3•13•0•0•Updated Jun 11, 2021Jun 11, 2021

    • Gati-code

      Public
      Python
      •0•1•0•0•Updated Apr 19, 2021Apr 19, 2021

    • AutoFreeze

      Public
      Python
      •2•14•1•0•Updated Feb 1, 2021Feb 1, 2021
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