SymbioticLab / Fluid

Related projects: ⓘ

• msr-fiddle / CoorDL
  ☆23Updated last year
• casys-kaist / EnvPipe
  ☆19Updated last year
• SymbioticLab / ModelKeeper
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
  ☆31Updated last year
• netx-repo / training-bottleneck
  Analyze network performance in distributed training
  ☆16Updated 3 years ago
• suquark / hoplite
  ☆41Updated 3 years ago
• Shigangli / 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…
  ☆23Updated last year
• czkkkkkk / gccl
  ☆14Updated 3 years ago
• tbd-ai / tbd-suite
  ☆47Updated last year
• uw-mad-dash / Accordion
  Code for reproducing experiments performed for Accoridon
  ☆12Updated 3 years ago
• msr-fiddle / DS-Analyzer
  ☆34Updated 3 years ago
• msr-fiddle / CheckFreq
  ☆48Updated 3 years ago
• byteps / examples
  BytePS examples (Vision, NLP, GAN, etc)
  ☆19Updated last year
• xldrx / tictac
  ☆20Updated 5 years ago
• S-Lab-System-Group / Awesome-ML-for-System
  SOTA Learning-augmented Systems
  ☆32Updated 2 years ago
• hku-systems / naspipe
  ☆14Updated 2 years ago
• uclasystem / dorylus
  Dorylus: Affordable, Scalable, and Accurate GNN Training
  ☆77Updated 3 years ago
• SymbioticLab / Sol
  A Federated Execution Engine for Fast Distributed Computation Over Slow Networks
  ☆25Updated 3 years ago
• jasperzhong / swift
  ☆13Updated 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…
  ☆12Updated 11 months ago
• UofT-EcoSystem / hfta
  Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion
  ☆32Updated 4 months ago
• HKBU-HPML / ddl-benchmarks
  ddl-benchmarks: Benchmarks for Distributed Deep Learning
  ☆37Updated 4 years ago
• casys-kaist / glet
  ☆40Updated last year
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆46Updated last year
• lsds / Crossbow
  Crossbow: A Multi-GPU Deep Learning System for Training with Small Batch Sizes
  ☆55Updated last year
• LLMServe / dLoRA-artifact
  ☆12Updated 3 months ago
• sjtu-epcc / DVABatch
  ☆18Updated 2 years ago
• Rivendile / Muri
  Artifacts for our SIGCOMM'22 paper Muri
  ☆38Updated 8 months ago
• kzhang28 / Optimus
  An Efficient Dynamic Resource Scheduler for Deep Learning Clusters
  ☆41Updated 6 years ago
• anandj91 / p3
  ☆21Updated last year
• netx-repo / PipeSwitch
  PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
  ☆124Updated 2 years ago