Alternatives and similar repositories for Espresso:

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

• zhuangwang93 / Cupcake
  Cupcake: A Compression Scheduler for Scalable Communication-Efficient Distributed Training (MLSys '23)
  ☆9Updated last year
• Rivendile / Muri
  Artifacts for our SIGCOMM'22 paper Muri
  ☆41Updated last year
• phoenix-dataplane / mCCS
  Managed collective communication service
  ☆19Updated 8 months ago
• msr-fiddle / synergy
  ☆49Updated 2 years ago
• SymbioticLab / ModelKeeper
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
  ☆34Updated 2 years ago
• casys-kaist / EnvPipe
  ☆24Updated last year
• 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…
  ☆25Updated 2 years ago
• alibaba / alibaba-lingjun-dataset-2023
  ☆51Updated 10 months ago
• pkusys / ElasticFlow
  Artifacts for our ASPLOS'23 paper ElasticFlow
  ☆51Updated 11 months ago
• JF-D / Proteus
  ☆23Updated 10 months ago
• casys-kaist / glet
  ☆48Updated 4 months ago
• uw-mad-dash / shockwave
  Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]
  ☆43Updated 2 years ago
• msr-fiddle / CheckFreq
  ☆53Updated 4 years ago
• Thesys-lab / Helix-ASPLOS25
  Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"
  ☆40Updated 5 months ago
• SophiaLi06 / BytePS_THC
  THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression
  ☆18Updated 9 months ago
• siasosp23 / artifacts
  ☆16Updated last year
• sands-lab / omnireduce
  ☆69Updated 2 years ago
• UMass-LIDS / Proteus
  Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling
  ☆11Updated last year
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆49Updated 2 years ago
• hipersys-team / TopoOpt
  [NSDI 2023] TopoOpt: Optimizing the Network Topology for Distributed DNN Training
  ☆28Updated 7 months ago
• Raphael-Hao / Abacus
  ☆37Updated 3 years ago
• liangyuRain / ForestColl
  ☆12Updated 2 weeks ago
• SJTU-IPADS / ugache
  ☆22Updated last year
• H-Huang / torch_collective_extension
  A minimum demo for PyTorch distributed extension functionality for collectives.
  ☆11Updated 9 months ago
• microsoft / taccl
  TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
  ☆73Updated last year
• mlcommons / chakra-old
  Repository for MLCommons Chakra schema and tools
  ☆39Updated last year
• gudiandian / ElasticFlow
  ☆16Updated 11 months ago
• casys-kaist / HUVM
  ☆23Updated 2 years ago
• microsoft / TE-CCL
  ☆38Updated 8 months ago
• SymbioticLab / Aequitas
  Aequitas enables RPC-level QoS in datacenter networks.
  ☆16Updated 2 years ago