Alternatives and similar repositories for training-bottleneck

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

• uw-mad-dash / shockwave
  Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]
  ☆43Updated 2 years ago
• netx-repo / PipeSwitch
  PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
  ☆126Updated 3 years ago
• msr-fiddle / CheckFreq
  ☆53Updated 4 years ago
• msr-fiddle / synergy
  ☆50Updated 2 years ago
• suquark / hoplite
  ☆44Updated 3 years ago
• S-Lab-System-Group / HeliosData
  Helios Traces from SenseTime
  ☆55Updated 2 years ago
• 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
• byteps / examples
  BytePS examples (Vision, NLP, GAN, etc)
  ☆19Updated 2 years ago
• Rivendile / Muri
  Artifacts for our SIGCOMM'22 paper Muri
  ☆41Updated last year
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆50Updated 2 years ago
• crazyboycjr / nethint
  The prototype for NSDI paper "NetHint: White-Box Networking for Multi-Tenant Data Centers"
  ☆26Updated last year
• pkusys / ElasticFlow
  Artifacts for our ASPLOS'23 paper ElasticFlow
  ☆51Updated last year
• SymbioticLab / Tiresias
  Tiresias is a GPU cluster manager for distributed deep learning training.
  ☆154Updated 5 years ago
• SymbioticLab / ModelKeeper
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
  ☆34Updated 2 years ago
• mlcommons / chakra-old
  Repository for MLCommons Chakra schema and tools
  ☆39Updated last year
• Raphael-Hao / Abacus
  ☆37Updated 3 years ago
• xldrx / tictac
  ☆22Updated 6 years ago
• SymbioticLab / Salus
  Fine-grained GPU sharing primitives
  ☆141Updated 5 years ago
• kzhang28 / Optimus
  An Efficient Dynamic Resource Scheduler for Deep Learning Clusters
  ☆42Updated 7 years ago
• S-Lab-System-Group / ChronusArtifact
  ☆20Updated 3 years ago
• stanford-futuredata / gavel
  Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020
  ☆128Updated 10 months ago
• anandj91 / p3
  ☆21Updated 2 years ago
• msr-fiddle / DS-Analyzer
  ☆36Updated 4 years ago
• microsoft / taccl
  TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
  ☆73Updated last year
• SJTU-IPADS / reef-artifacts
  A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.
  ☆42Updated 3 years ago
• jasperzhong / swift
  ☆14Updated 3 years ago
• HKBU-HPML / ddl-benchmarks
  ddl-benchmarks: Benchmarks for Distributed Deep Learning
  ☆37Updated 5 years ago
• uwsampl / nexus
  ☆82Updated 2 years ago
• kanonjz / paper
  Machine Learning System
  ☆14Updated 5 years ago
• casys-kaist / glet
  ☆49Updated 5 months ago