uw-mad-dash / AutoFreeze

Related projects ⓘ

Alternatives and complementary repositories for AutoFreeze

• YuhanLiu11 / AutoFreeze
  ☆22Updated 4 years ago
• smartnets / dataloader-benchmarks
  DL Dataloader Benchmarks
  ☆18Updated 2 months ago
• yandex-research / moshpit-sgd
  "Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation
  ☆28Updated last year
• facebookresearch / fairring
  Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …
  ☆63Updated 2 years ago
• Distributed-AI / PipeTransformer
  PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021
  ☆55Updated 3 years ago
• lzhangbv / dear_pytorch
  [ICDCS 2023] DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining
  ☆12Updated 11 months ago
• ucbrise / hypersched
  Deadline-based hyperparameter tuning on RayTune.
  ☆31Updated 4 years ago
• facebookresearch / MODel_opt
  Memory Optimizations for Deep Learning (ICML 2023)
  ☆60Updated 8 months ago
• topal-team / rockmate
  ☆33Updated last year
• angelajiang / SelectiveBackprop
  SelectiveBackprop accelerates training by dynamically prioritizing useful examples with high loss
  ☆31Updated 4 years ago
• ray-project / distml
  Distributed ML Optimizer
  ☆30Updated 3 years ago
• K-Wu / pytorch-direct
  Code for Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture (accepted by PVLDB).The outdated wr…
  ☆8Updated last year
• mkuchnik / PlumberApp
  Repository to go along with the paper "Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines"
  ☆9Updated 2 years ago
• awslabs / lorien
  ☆44Updated last year
• guanh01 / CS692-mlsys
  This is the (evolving) reading list for the seminar.
  ☆56Updated 4 years ago
• zhuzilin / pytorch-malloc
  An external memory allocator example for PyTorch.
  ☆13Updated 3 years ago
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆34Updated 2 years ago
• GuanhuaWang / sensAI
  sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
  ☆64Updated 3 months ago
• feifeibear / PyTorchMemTracer
  Depict GPU memory footprint during DNN training of PyTorch
  ☆11Updated 2 years ago
• spcl / substation
  Research and development for optimizing transformers
  ☆125Updated 3 years ago
• DS3Lab / AC-SGD
  Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.
  ☆26Updated last year
• K-Wu / pytorch-direct_dgl
  PyTorch-Direct code on top of PyTorch-1.8.0nightly (e152ca5) for Large Graph Convolutional Network Training with GPU-Oriented Data Commun…
  ☆45Updated last year
• bytedance / QSync
  Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".
  ☆19Updated 8 months ago
• evcu / pytorchpruner
  ☆22Updated 6 years ago
• petuum / autodist
  Simple Distributed Deep Learning on TensorFlow
  ☆134Updated 2 years ago
• DS3Lab / DT-FM
  ☆91Updated 2 years ago
• ChristophReich1996 / HyperMixer
  PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].
  ☆17Updated 2 years ago
• facebookresearch / DLRM-FlexFlow
  Development repository for integrating FlexFlow (A distributed deep learning framework that supports flexible parallelization strategies)…
  ☆28Updated 3 years ago
• mlbench / mlbench-benchmarks
  Distributed ML Training Benchmarks
  ☆26Updated last year