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
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆48Updated 2 years ago
- Distributed Multi-GPU GNN Framework☆36Updated 4 years ago
- 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…☆39Updated 11 months ago
- Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.☆64Updated last year
- FGNN's artifact evaluation (EuroSys 2022)☆17Updated 2 years ago
- ☆30Updated 8 months ago
- ☆16Updated 8 months ago
- ☆23Updated last year
- ☆14Updated 4 years ago
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆50Updated last year
- Graph Sampling using GPU☆51Updated 2 years ago
- ☆18Updated 4 years ago
- ☆53Updated 4 years ago
- ☆27Updated 6 months ago
- Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"☆24Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆53Updated 9 months ago
- ☆31Updated 8 months ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆90Updated 2 years ago
- ☆37Updated 3 years ago
- FlashMob is a shared-memory random walk system.☆32Updated last year
- ☆8Updated 2 years ago
- ☆35Updated last year
- 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
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆36Updated 7 months ago
- ☆43Updated 3 years ago
- Compiler for Dynamic Neural Networks☆45Updated last year
- ☆48Updated 2 years ago
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆31Updated last year
- ☆30Updated 11 months ago