Alternatives and similar repositories for mlbench-benchmarks

Users that are interested in mlbench-benchmarks are comparing it to the libraries listed below

• HKBU-HPML / ddl-benchmarks
  ddl-benchmarks: Benchmarks for Distributed Deep Learning
  ☆36Updated 5 years ago
• hwang595 / PyTorch-parameter-server
  Implementation of Parameter Server using PyTorch communication lib
  ☆42Updated 6 years ago
• Distributed-AI / PipeTransformer
  PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021
  ☆56Updated 4 years ago
• AlibabaPAI / DAPPLE
  An Efficient Pipelined Data Parallel Approach for Training Large Model
  ☆76Updated 4 years ago
• uwsampl / dtr-prototype
  Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616
  ☆132Updated 2 years ago
• byteps / examples
  BytePS examples (Vision, NLP, GAN, etc)
  ☆19Updated 2 years ago
• netx-repo / PipeSwitch
  PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
  ☆126Updated 3 years ago
• HPDL-Group / Merak
  ☆81Updated 5 months ago
• Youhe-Jiang / IJCAI2023-OptimalShardedDataParallel
  [IJCAI2023] An automated parallel training system that combines the advantages from both data and model parallelism. If you have any inte…
  ☆52Updated 2 years ago
• SJTU-IPADS / disb
  DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.
  ☆54Updated last year
• stanford-mast / INFaaS
  Model-less Inference Serving
  ☆92Updated last year
• saareliad / FTPipe
  FTPipe and related pipeline model parallelism research.
  ☆43Updated 2 years ago
• lzhangbv / dear_pytorch
  [ICDCS 2023] DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining
  ☆11Updated last year
• UofT-EcoSystem / hfta
  Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion
  ☆32Updated last year
• xldrx / tictac
  ☆22Updated 6 years ago
• msr-fiddle / DS-Analyzer
  ☆38Updated 4 years ago
• SymbioticLab / Salus
  Fine-grained GPU sharing primitives
  ☆146Updated 2 months ago
• uwsampl / nexus
  ☆83Updated 4 months ago
• awslabs / lorien
  ☆42Updated 2 years ago
• zhuohan123 / terapipe
  ☆75Updated 4 years ago
• BaguaSys / bagua-net
  High performance NCCL plugin for Bagua.
  ☆15Updated 4 years ago
• sands-lab / grace
  GRACE - GRAdient ComprEssion for distributed deep learning
  ☆140Updated last year
• mit-han-lab / inter-operator-scheduler
  [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration
  ☆199Updated 3 years ago
• geoffxy / habitat
  🔮 Execution time predictions for deep neural network training iterations across different GPUs.
  ☆62Updated 2 years ago
• awslabs / raf
  ☆145Updated 8 months ago
• shriramsb / vDNN
  ☆22Updated 6 years ago
• ParCIS / Chimera
  Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.
  ☆67Updated 7 months ago
• ceruleangu / Block-Sparse-Benchmark
  Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.
  ☆23Updated 5 years ago
• thu-pacman / PET
  PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
  ☆122Updated 3 years ago
• bytedance / QSync
  Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".
  ☆20Updated last year