SJTU-IPADS / gnnlabLinks
A Factored System for Sample-based GNN Training over GPUs
☆43Updated 2 years ago
Alternatives and similar repositories for gnnlab
Users that are interested in gnnlab are comparing it to the libraries listed below
Sorting:
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆50Updated 2 years ago
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆39Updated last year
- ☆28Updated last year
- Graph Sampling using GPU☆52Updated 3 years ago
- ☆37Updated 3 months ago
- FGNN's artifact evaluation (EuroSys 2022)☆17Updated 3 years ago
- Distributed Multi-GPU GNN Framework☆36Updated 5 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆76Updated 4 years ago
- Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.☆66Updated 2 years ago
- FlashMob is a shared-memory random walk system.☆32Updated 2 years ago
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆41Updated last year
- Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"☆23Updated 3 years ago
- [ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Y…☆33Updated 2 years ago
- ☆46Updated 3 years ago
- ☆23Updated last year
- ☆19Updated 5 years ago
- GPU-initiated Large-scale GNN System [ATC 23]☆19Updated 11 months ago
- A Framework for Graph Sampling and Random Walk on GPUs.☆38Updated 8 months ago
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆39Updated 3 years ago
- ☆40Updated 3 years ago
- ☆36Updated last year
- Graph Pattern Mining☆91Updated 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…☆59Updated 3 years ago
- PetPS: Supporting Huge Embedding Models with Tiered Memory☆33Updated last year
- ☆12Updated 2 years ago
- RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s☆36Updated 3 years ago
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆35Updated 2 years ago
- ☆31Updated 4 years ago
- Out-of-GPU-Memory Graph Processing with Minimal Data Transfer☆57Updated 2 years ago
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆30Updated 3 years ago