Alternatives and similar repositories for ae_mlsys_gnn:

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

• GATECH-EIC / PipeGCN
  [ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Y…
  ☆31Updated last year
• YukeWang96 / MGG_OSDI23
  Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…
  ☆39Updated 11 months ago
• YukeWang96 / GNNAdvisor_OSDI21
  Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.
  ☆64Updated last year
• PASAUCMerced / Betty
  ☆11Updated 2 years ago
• gsampler9 / gSampler
  ☆27Updated 6 months ago
• SNU-ARC / Ginex
  Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching
  ☆36Updated 7 months ago
• guessmewho233 / CoGNN_info_for_SC22
  ☆8Updated 2 years ago
• zhiqi-0 / PaGraph
  SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.
  ☆50Updated last year
• YukeWang96 / QGTC_PPoPP22
  Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.
  ☆27Updated 3 years ago
• xxcclong / GNN-Computing
  Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"
  ☆39Updated 3 years ago
• jiazhihao / ROC
  Distributed Multi-GPU GNN Framework
  ☆36Updated 4 years ago
• dgSPARSE / dgNN
  [Mlsys'22] Understanding gnn computational graph: A coordinated computation, io, and memory perspective
  ☆18Updated last year
• YukeWang96 / TC-GNN_ATC23
  Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.
  ☆45Updated last year
• xiezhq-hermann / graphiler
  Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into ef…
  ☆61Updated 2 years ago
• chenzhao / light-dist-gnn
  ☆46Updated 2 years ago
• plasma-umass / NextDoor
  Graph Sampling using GPU
  ☆51Updated 2 years ago
• MITIBMxGraph / SALIENT_artifact
  Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"
  ☆24Updated 2 years ago
• abhijangda / nextdoor-experiments
  ☆12Updated 2 years ago
• hgyhungry / ge-spmm
  ☆105Updated 3 years ago
• jeongminpark417 / GIDS
  ☆30Updated 8 months ago
• GATECH-EIC / BNS-GCN
  [MLSys 2022] "BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node …
  ☆53Updated last year
• PASSIONLab / CAGNET
  ☆43Updated 3 weeks ago
• SJTU-IPADS / gnnlab
  A Factored System for Sample-based GNN Training over GPUs
  ☆42Updated last year
• GATECH-EIC / GCoD
  [HPCA 2022] GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design
  ☆35Updated 2 years ago
• apuaaChen / gcnLib
  ☆10Updated 3 years ago
• MITIBMxGraph / SALIENT
  The official SALIENT system described in the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and P…
  ☆38Updated last year
• SJTU-IPADS / fgnn-artifacts
  FGNN's artifact evaluation (EuroSys 2022)
  ☆17Updated 2 years ago
• CMUAbstract / Graph-Reordering-IISWC18
  Repo for the IISWC 2018 submission
  ☆9Updated 2 years ago
• HPMLL / DTC-SpMM_ASPLOS24
  ☆27Updated 8 months ago
• CRAFT-THU / RoDe
  A Row Decomposition-based Approach for Sparse Matrix Multiplication on GPUs
  ☆17Updated last year