Alternatives and similar repositories for training-bottleneck

Users that are interested in training-bottleneck are comparing it to the libraries listed below

• netx-repo / PipeSwitch
  PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
  ☆126Updated 3 years ago
• byteps / examples
  BytePS examples (Vision, NLP, GAN, etc)
  ☆19Updated 2 years ago
• sands-lab / omnireduce
  ☆69Updated 2 years ago
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆50Updated 2 years ago
• msr-fiddle / CheckFreq
  ☆53Updated 4 years ago
• microsoft / taccl
  TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
  ☆73Updated last year
• zhuangwang93 / Espresso
  Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…
  ☆15Updated last year
• crazyboycjr / nethint
  The prototype for NSDI paper "NetHint: White-Box Networking for Multi-Tenant Data Centers"
  ☆26Updated last year
• suquark / hoplite
  ☆44Updated 3 years ago
• alibaba / alibaba-lingjun-dataset-2023
  ☆51Updated 10 months ago
• SymbioticLab / Salus
  Fine-grained GPU sharing primitives
  ☆141Updated 5 years ago
• SymbioticLab / Tiresias
  Tiresias is a GPU cluster manager for distributed deep learning training.
  ☆153Updated 5 years ago
• stanford-futuredata / gavel
  Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020
  ☆128Updated 9 months ago
• S-Lab-System-Group / HeliosData
  Helios Traces from SenseTime
  ☆54Updated 2 years ago
• pkusys / ElasticFlow
  Artifacts for our ASPLOS'23 paper ElasticFlow
  ☆51Updated last year
• uw-mad-dash / shockwave
  Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]
  ☆43Updated 2 years ago
• Rivendile / Muri
  Artifacts for our SIGCOMM'22 paper Muri
  ☆41Updated last year
• HKBU-HPML / ddl-benchmarks
  ddl-benchmarks: Benchmarks for Distributed Deep Learning
  ☆37Updated 4 years ago
• xldrx / tictac
  ☆22Updated 5 years ago
• microsoft / msccl-tools
  Synthesizer for optimal collective communication algorithms
  ☆106Updated last year
• msr-fiddle / synergy
  ☆49Updated 2 years ago
• stanford-mast / INFaaS
  Model-less Inference Serving
  ☆88Updated last year
• SymbioticLab / Justitia
  Justitia provides RDMA isolation between applications with diverse requirements.
  ☆40Updated 2 years ago
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆81Updated last year
• mlcommons / chakra-old
  Repository for MLCommons Chakra schema and tools
  ☆39Updated last year
• msr-fiddle / DS-Analyzer
  ☆35Updated 4 years ago
• HKUST-SING / herald
  Herald: Accelerating Neural Recommendation Training with Embedding Scheduling (NSDI 2024)
  ☆22Updated last year
• Raphael-Hao / Abacus
  ☆37Updated 3 years ago
• casys-kaist / glet
  ☆48Updated 4 months ago
• S-Lab-System-Group / ChronusArtifact
  ☆20Updated 3 years ago