Alternatives and similar repositories for omnireduce

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

• zhuangwang93 / Espresso
  Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…
  ☆15Updated 2 years ago
• suquark / hoplite
  ☆44Updated 4 years ago
• netx-repo / PipeSwitch
  PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
  ☆127Updated 3 years ago
• Rivendile / Muri
  Artifacts for our SIGCOMM'22 paper Muri
  ☆43Updated 2 years ago
• uw-mad-dash / shockwave
  Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]
  ☆46Updated 3 years ago
• netx-repo / training-bottleneck
  Analyze network performance in distributed training
  ☆20Updated 5 years ago
• in-ATP / ATP
  ☆84Updated 4 years ago
• casys-kaist / EnvPipe
  ☆25Updated 2 years ago
• byteps / examples
  BytePS examples (Vision, NLP, GAN, etc)
  ☆19Updated 3 years ago
• microsoft / taccl
  TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
  ☆79Updated 2 years ago
• msr-fiddle / CheckFreq
  ☆56Updated 4 years ago
• jasperzhong / swift
  ☆15Updated 3 years ago
• HKBU-HPML / ddl-benchmarks
  ddl-benchmarks: Benchmarks for Distributed Deep Learning
  ☆36Updated 5 years ago
• SJTU-IPADS / reef-artifacts
  A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.
  ☆44Updated 3 years ago
• SymbioticLab / Tiresias
  Tiresias is a GPU cluster manager for distributed deep learning training.
  ☆164Updated 5 years ago
• crazyboycjr / nethint
  The prototype for NSDI paper "NetHint: White-Box Networking for Multi-Tenant Data Centers"
  ☆26Updated last year
• stanford-mast / INFaaS
  Model-less Inference Serving
  ☆93Updated 2 years ago
• Thesys-lab / parity-models
  Learning-Based Coded Computation
  ☆47Updated 3 years ago
• SymbioticLab / ModelKeeper
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
  ☆35Updated 3 years ago
• microsoft / TE-CCL
  ☆47Updated last year
• liangyuRain / ForestColl
  ☆16Updated 8 months ago
• axio-project / FuseLink
  Efficient GPU communication over multiple NICs.
  ☆21Updated last month
• SJTU-IPADS / disb
  DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.
  ☆58Updated last year
• alibaba / alibaba-lingjun-dataset-2023
  ☆65Updated last year
• uwsampl / nexus
  ☆83Updated 6 months ago
• SymbioticLab / Salus
  Fine-grained GPU sharing primitives
  ☆147Updated 5 months ago
• ParCIS / Ok-Topk
  Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k c…
  ☆27Updated 3 years ago
• msr-fiddle / synergy
  ☆52Updated 3 years ago
• mlcommons / chakra-old
  Repository for MLCommons Chakra schema and tools
  ☆39Updated 2 years ago
• casys-kaist / HUVM
  ☆25Updated 3 years ago