Alternatives and similar repositories for CS692-mlsys:

Users that are interested in CS692-mlsys are comparing it to the libraries listed below

• saareliad / FTPipe
  FTPipe and related pipeline model parallelism research.
  ☆41Updated last year
• parasj / checkmate
  Training neural networks in TensorFlow 2.0 with 5x less memory
  ☆130Updated 3 years ago
• spcl / substation
  Research and development for optimizing transformers
  ☆125Updated 4 years ago
• awslabs / lorien
  ☆44Updated last year
• zhuohan123 / terapipe
  ☆72Updated 3 years ago
• YuhanLiu11 / AutoFreeze
  ☆22Updated 4 years ago
• thu-pacman / PET
  PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
  ☆119Updated 2 years ago
• cmu-catalyst / collage
  System for automated integration of deep learning backends.
  ☆48Updated 2 years ago
• Distributed-AI / PipeTransformer
  PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021
  ☆56Updated 3 years ago
• Hsword / Hetu
  A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …
  ☆108Updated last year
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆38Updated 2 years ago
• Harry-Chen / InfMoE
  Inference framework for MoE layers based on TensorRT with Python binding
  ☆41Updated 3 years ago
• harvard-acc / DeepRecSys
  http://vlsiarch.eecs.harvard.edu/research/recommendation/
  ☆133Updated 2 years ago
• kanonjz / paper
  Machine Learning System
  ☆14Updated 4 years ago
• octoml / synr
  A library for syntactically rewriting Python programs, pronounced (sinner).
  ☆70Updated 3 years ago
• awslabs / ratex
  ☆23Updated 3 months ago
• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆103Updated last month
• uwsampl / dtr-prototype
  Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616
  ☆133Updated last year
• netx-repo / PipeSwitch
  PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
  ☆127Updated 2 years ago
• msr-fiddle / harmony
  ☆16Updated 2 years ago
• HPDL-Group / Merak
  ☆79Updated 3 months ago
• epfml / powersgd
  Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727
  ☆146Updated 4 months ago
• stanford-futuredata / stk
  ☆101Updated 6 months 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 …
  ☆64Updated 3 years ago
• geoffxy / habitat
  🔮 Execution time predictions for deep neural network training iterations across different GPUs.
  ☆60Updated 2 years ago
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆90Updated 11 months ago
• RulinShao / FastCkpt
  Python package for rematerialization-aware gradient checkpointing
  ☆24Updated last year
• awslabs / raf
  ☆141Updated last month
• triton-lang / kernels
  ☆73Updated 4 months ago
• yifuwang / symm-mem-recipes
  ☆55Updated 2 months ago