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    82 repositories

    • kylin

      Public
      Apache Kylin
      Java
      •
      Apache License 2.0
      •1.5k•0•0•0•Updated Jun 30, 2023Jun 30, 2023

    • BetterDL

      Public
      C++
      •
      Apache License 2.0
      •3•0•0•0•Updated Mar 17, 2022Mar 17, 2022

    • openmlsys-zh

      Public
      机器学习系统设计与实现
      Python
      •476•0•0•0•Updated Mar 2, 2022Mar 2, 2022

    • SkyComputing

      Public
      Sky Computing: Accelerating Geo-distributed Computing in Federated Learning
      Python
      •
      Apache License 2.0
      •21•0•0•0•Updated Feb 25, 2022Feb 25, 2022

    • mlsql

      Public
      The Programming Language Designed For Big Data and AI
      JavaScript
      •
      Apache License 2.0
      •544•0•0•0•Updated Nov 26, 2021Nov 26, 2021

    • bosen

      Public
      Parallel ML System - Bosen project
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •282•0•0•0•Updated Oct 5, 2021Oct 5, 2021

    • LAGA-Benchmark

      Public
      Python
      •
      MIT License
      •2•0•0•0•Updated Oct 4, 2021Oct 4, 2021

    • raytf

      Public
      Tensorflow Cluster on Ray
      Python
      •2•0•0•0•Updated Jul 30, 2021Jul 30, 2021

    • MLL-SGD

      Public
      Multi-Level Local SGD simulation code
      Python
      •3•0•0•0•Updated Jul 27, 2021Jul 27, 2021

    • bagua

      Public
      Bagua is a flexible and performant distributed training algorithm development framework.
      Python
      •
      MIT License
      •81•0•0•0•Updated Jul 8, 2021Jul 8, 2021

    • ray_shuffling_data_loader

      Public
      A Ray-based data loader with per-epoch shuffling and configurable pipelining, for shuffling and loading training data for distributed training of machine learni…
      Python
      •
      Apache License 2.0
      •5•0•0•0•Updated Jul 1, 2021Jul 1, 2021

    • AI-System

      Public
      System for AI Education Resource.
      Python
      •
      Creative Commons Attribution 4.0 International
      •524•0•0•0•Updated Jul 1, 2021Jul 1, 2021

    • distributed-ml-patterns

      Public
      Distributed Machine Learning Patterns (Manning Publications). Now available for early access. Check it out! https://bit.ly/2RKv8Zo
      Python
      •
      Apache License 2.0
      •47•0•0•0•Updated Jun 10, 2021Jun 10, 2021

    • DistributedTrainingExperiments

      Public
      Python
      •1•0•0•0•Updated Apr 27, 2021Apr 27, 2021

    • Sync-Switch

      Public
      The official repo for Sync-Switch (To appear in ICDCS'21)
      Python
      •
      Apache License 2.0
      •2•2•0•0•Updated Apr 16, 2021Apr 16, 2021

    • adaptdl

      Public
      Resource-adaptive cluster scheduler for deep learning training.
      Python
      •
      Apache License 2.0
      •81•0•0•0•Updated Mar 18, 2021Mar 18, 2021

    • autodist

      Public
      Simple Distributed Deep Learning on TensorFlow
      Python
      •
      Apache License 2.0
      •25•0•0•0•Updated Mar 17, 2021Mar 17, 2021

    • ray

      Public
      An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learn…
      Python
      •
      Apache License 2.0
      •7.4k•0•0•0•Updated Mar 9, 2021Mar 9, 2021

    • moshpit-sgd

      Public
      "Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation
      Jupyter Notebook
      •
      Apache License 2.0
      •3•0•0•0•Updated Mar 5, 2021Mar 5, 2021

    • GSSP

      Public
      Python
      •2•0•0•0•Updated Feb 22, 2021Feb 22, 2021

    • sensAI

      Public
      sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
      Python
      •
      Apache License 2.0
      •9•0•0•0•Updated Jan 23, 2021Jan 23, 2021

    • multiagent-particle-envs

      Public
      Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
      Python
      •
      MIT License
      •818•0•0•0•Updated Jan 13, 2021Jan 13, 2021

    • pytorch

      Public
      Tensors and Dynamic neural networks in Python with strong GPU acceleration
      C++
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      Other
      •27k•0•0•0•Updated Dec 21, 2020Dec 21, 2020

    • DLPerf

      Public
      DeepLearning Framework Performance Profiling Toolkit
      Python
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      Apache License 2.0
      •26•0•0•0•Updated Nov 18, 2020Nov 18, 2020

    • byteps

      Public
      A high performance and generic framework for distributed DNN training
      Python
      •
      Other
      •493•0•0•0•Updated Nov 9, 2020Nov 9, 2020

    • PipeSwitch

      Public
      PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
      Python
      •
      Apache License 2.0
      •32•0•0•0•Updated Nov 3, 2020Nov 3, 2020

    • examples

      Public
      BytePS examples (Vision, NLP, GAN, etc)
      Python
      •12•0•0•0•Updated Oct 13, 2020Oct 13, 2020

    • lapse-ps

      Public
      A Parameter Server with Dynamic Parameter Allocation
      C++
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      Apache License 2.0
      •8•0•0•0•Updated Oct 3, 2020Oct 3, 2020

    • fairscale

      Public
      PyTorch extensions for high performance and large scale training.
      Python
      •
      Other
      •296•0•0•0•Updated Sep 12, 2020Sep 12, 2020

    • Hierarchical_Local_SGD

      Public
      Official Pytorch implementation of "HLSGD: Hierarchical Local SGD With Stale Gradients Featuring"
      Python
      •
      MIT License
      •3•0•0•0•Updated Sep 3, 2020Sep 3, 2020
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