YukeWang96 / GNNAdvisor_OSDI21
Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.
☆63Updated last year
Related projects ⓘ
Alternatives and complementary repositories for GNNAdvisor_OSDI21
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆48Updated last year
- Distributed Multi-GPU GNN Framework☆36Updated 4 years ago
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆36Updated 8 months ago
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆27Updated 2 years ago
- A Factored System for Sample-based GNN Training over GPUs☆42Updated last year
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆35Updated 4 months ago
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆39Updated 3 years ago
- ☆8Updated 2 years ago
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆45Updated last year
- ☆26Updated 5 months ago
- Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"☆24Updated 2 years ago
- Graph Sampling using GPU☆51Updated 2 years ago
- ☆27Updated 3 months ago
- ☆10Updated last year
- ☆10Updated 11 months ago
- [ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Y…☆31Updated last year
- FGNN's artifact evaluation (EuroSys 2022)☆17Updated 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…☆60Updated 2 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆77Updated 3 years ago
- FlashMob is a shared-memory random walk system.☆31Updated last year
- ☆45Updated 2 years ago
- ☆9Updated 2 years ago
- ☆101Updated 3 years ago
- ☆28Updated 4 years ago
- ☆44Updated 2 years ago
- A Framework for Graph Sampling and Random Walk on GPUs.☆38Updated 2 years ago
- ☆37Updated 3 years ago
- SC'22 Artifacts Evaluation☆9Updated 2 years ago
- Repo for the IISWC 2018 submission☆9Updated 2 years ago
- ☆33Updated last year