Alternatives and similar repositories for sensAI

Users that are interested in sensAI are comparing it to the libraries listed below

• petuum / autodist
  Simple Distributed Deep Learning on TensorFlow
  ☆134Updated 4 months ago
• Distributed-AI / PipeTransformer
  PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021
  ☆56Updated 4 years ago
• byteps / examples
  BytePS examples (Vision, NLP, GAN, etc)
  ☆19Updated 2 years ago
• facebookresearch / fairring
  Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …
  ☆65Updated 3 years ago
• hwang595 / PyTorch-parameter-server
  Implementation of Parameter Server using PyTorch communication lib
  ☆42Updated 6 years ago
• stanford-mast / INFaaS
  Model-less Inference Serving
  ☆92Updated 2 years ago
• awslabs / lorien
  ☆42Updated 2 years ago
• YuhanLiu11 / AutoFreeze
  ☆22Updated 4 years ago
• ray-project / distml
  Distributed ML Optimizer
  ☆34Updated 4 years ago
• HKBU-HPML / ddl-benchmarks
  ddl-benchmarks: Benchmarks for Distributed Deep Learning
  ☆36Updated 5 years ago
• epfml / powersgd
  Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727
  ☆148Updated last year
• ucbrise / hypersched
  Deadline-based hyperparameter tuning on RayTune.
  ☆31Updated 5 years ago
• uwsampl / nexus
  ☆83Updated 4 months ago
• lsds / KungFu
  Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.
  ☆297Updated last year
• parasj / checkmate
  Training neural networks in TensorFlow 2.0 with 5x less memory
  ☆136Updated 3 years ago
• mlbench / mlbench-benchmarks
  Distributed ML Training Benchmarks
  ☆27Updated 2 years ago
• DS3Lab / DT-FM
  ☆93Updated 3 years ago
• netx-repo / PipeSwitch
  PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
  ☆126Updated 3 years ago
• lzhangbv / dear_pytorch
  [ICDCS 2023] DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining
  ☆11Updated last year
• xldrx / tensorflow-tracer
  Runtime Tracing Library for TensorFlow
  ☆43Updated 6 years ago
• spcl / substation
  Research and development for optimizing transformers
  ☆131Updated 4 years ago
• AlibabaPAI / DAPPLE
  An Efficient Pipelined Data Parallel Approach for Training Large Model
  ☆76Updated 4 years ago
• SymbioticLab / Salus
  Fine-grained GPU sharing primitives
  ☆146Updated 3 months ago
• petuum / adaptdl
  Resource-adaptive cluster scheduler for deep learning training.
  ☆448Updated 2 years ago
• geoffxy / habitat
  🔮 Execution time predictions for deep neural network training iterations across different GPUs.
  ☆62Updated 2 years ago
• TalwalkarLab / paleo
  An analytical performance modeling tool for deep neural networks.
  ☆91Updated 5 years ago
• uwsampl / dtr-prototype
  Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616
  ☆132Updated 2 years ago
• saareliad / FTPipe
  FTPipe and related pipeline model parallelism research.
  ☆43Updated 2 years ago
• guanh01 / CS692-mlsys
  This is the (evolving) reading list for the seminar.
  ☆60Updated 5 years ago
• chips-compilers-mlsys-21 / chips-compilers-mlsys-21.github.io
  ☆11Updated 4 years ago