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 last year
• SymbioticLab / Tiresias
  Tiresias is a GPU cluster manager for distributed deep learning training.
  ☆154Updated 5 years ago
• suquark / hoplite
  ☆44Updated 3 years ago
• in-ATP / ATP
  ☆81Updated 3 years ago
• microsoft / taccl
  TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
  ☆73Updated last year
• netx-repo / PipeSwitch
  PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
  ☆126Updated 3 years ago
• alibaba / alibaba-lingjun-dataset-2023
  ☆51Updated 11 months ago
• hipersys-team / TopoOpt
  [NSDI 2023] TopoOpt: Optimizing the Network Topology for Distributed DNN Training
  ☆30Updated 8 months ago
• microsoft / msccl-tools
  Synthesizer for optimal collective communication algorithms
  ☆106Updated 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
• netx-repo / training-bottleneck
  Analyze network performance in distributed training
  ☆18Updated 4 years ago
• SymbioticLab / Salus
  Fine-grained GPU sharing primitives
  ☆141Updated 5 years ago
• zhuangwang93 / Cupcake
  Cupcake: A Compression Scheduler for Scalable Communication-Efficient Distributed Training (MLSys '23)
  ☆9Updated last year
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆81Updated last year
• RC4ML / BenchBF3
  Demystifying Datapath Accelerator Enhanced Off-path SmartNIC [ICNP24]
  ☆34Updated 5 months ago
• phoenix-dataplane / mCCS
  Managed collective communication service
  ☆21Updated 9 months ago
• mlcommons / chakra-old
  Repository for MLCommons Chakra schema and tools
  ☆39Updated last year
• lumina-test / lumina
  Lumina is a user-friendly tool to test the correctness and performance of hardware network stacks.
  ☆24Updated last year
• SymbioticLab / ModelKeeper
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
  ☆34Updated 2 years ago
• crazyboycjr / nethint
  The prototype for NSDI paper "NetHint: White-Box Networking for Multi-Tenant Data Centers"
  ☆26Updated last year
• SymbioticLab / Justitia
  Justitia provides RDMA isolation between applications with diverse requirements.
  ☆40Updated 3 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.
  ☆42Updated 3 years ago
• uccl-project / uccl
  Ultra | Ultimate | Unified CCL
  ☆87Updated this week
• microsoft / TE-CCL
  ☆38Updated 9 months ago
• mutinifni / splitwise-sim
  LLM serving cluster simulator
  ☆100Updated last year
• kungfu-team / tenplex
  Dynamic resources changes for multi-dimensional parallelism training
  ☆25Updated 6 months ago
• pengyanghua / optimus
  A Deep Learning Cluster Scheduler
  ☆37Updated 4 years ago
• msr-fiddle / blox
  ☆43Updated 10 months ago
• JF-D / Proteus
  ☆23Updated 10 months ago
• SJTU-IPADS / reef
  REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…
  ☆94Updated 2 years ago