uclasystem / dorylusLinks
Dorylus: Affordable, Scalable, and Accurate GNN Training
☆76Updated 4 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
- ☆22Updated last year
- Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"☆23Updated 3 years ago
- A Factored System for Sample-based GNN Training over GPUs☆42Updated last year
- FGNN's artifact evaluation (EuroSys 2022)☆17Updated 3 years ago
- Distributed Multi-GPU GNN Framework☆37Updated 4 years ago
- Compiler for Dynamic Neural Networks☆46Updated last year
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆33Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆40Updated last year
- ☆18Updated 4 years ago
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆50Updated 2 years ago
- Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.☆66Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated last year
- FlashMob is a shared-memory random walk system.☆32Updated last year
- ☆30Updated last year
- ☆37Updated 3 years ago
- ☆14Updated 4 years ago
- ☆27Updated 9 months ago
- ☆53Updated 4 years ago
- ☆36Updated last year
- ☆33Updated this week
- GPU-initiated Large-scale GNN System [ATC 23]☆18Updated 7 months ago
- ☆34Updated 11 months ago
- Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training☆24Updated last year
- ☆49Updated 2 years 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
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆42Updated 3 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆24Updated 6 months ago
- ☆21Updated last year