uclasystem / dorylus
Dorylus: Affordable, Scalable, and Accurate GNN Training
☆77Updated 3 years ago
Alternatives and similar repositories for dorylus
Users that are interested in dorylus are comparing it to the libraries listed below
Sorting:
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆50Updated 2 years ago
- Distributed Multi-GPU GNN Framework☆37Updated 4 years ago
- FGNN's artifact evaluation (EuroSys 2022)☆17Updated 3 years ago
- Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"☆25Updated 3 years ago
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆50Updated last year
- A Factored System for Sample-based GNN Training over GPUs☆42Updated last year
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆40Updated last year
- Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.☆66Updated 2 years ago
- ☆22Updated last year
- Graph Sampling using GPU☆52Updated 3 years ago
- ☆30Updated last year
- ☆53Updated 4 years ago
- Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training☆23Updated last year
- ☆37Updated 3 years ago
- Compiler for Dynamic Neural Networks☆46Updated last year
- ☆18Updated 4 years ago
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆32Updated 2 years ago
- ☆27Updated 9 months ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated last year
- ☆36Updated last year
- FlashMob is a shared-memory random walk system.☆32Updated last year
- ☆14Updated 4 years ago
- ☆49Updated 2 years ago
- ☆32Updated 11 months ago
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆39Updated 10 months ago
- 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
- ☆23Updated 2 years ago
- ☆14Updated 3 years ago
- ☆33Updated 11 months ago
- ☆8Updated 2 years ago