Xtra-Computing / G3
G3: A Programmable GNN Training System on GPU
☆43Updated 4 years ago
Alternatives and similar repositories for G3:
Users that are interested in G3 are comparing it to the libraries listed below
- A Framework for Graph Sampling and Random Walk on GPUs.☆39Updated 2 weeks ago
- Transforming Graphs for Efficient Irregular Graph Processing on GPUs☆47Updated 2 years ago
- ☆43Updated 3 weeks ago
- ☆12Updated 2 years ago
- Out-of-GPU-Memory Graph Processing with Minimal Data Transfer☆53Updated 2 years ago
- Graph Sampling using GPU☆51Updated 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
- ☆73Updated 3 years ago
- ☆39Updated 3 years ago
- Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.☆64Updated last year
- ☆45Updated 2 years ago
- The official SALIENT system described in the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and P…☆38Updated last year
- Source code of "ThunderRW: An In-Memory Graph Random Walk Engine" published in VLDB'2021 - By Shixuan Sun, Yuhang Chen, Shengliang Lu, Bi…☆26Updated 3 years ago
- Distributed Multi-GPU GNN Framework☆36Updated 4 years ago
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆39Updated 3 years ago
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆50Updated last year
- ☆46Updated 2 years ago
- Dynamic data structure for sparse graphs.☆29Updated 10 months ago
- ☆29Updated 4 years ago
- ☆18Updated 4 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
- Distributed Graph Mining on a Massive "Single" Graph☆14Updated 4 years ago
- PyTorch-Direct code on top of PyTorch-1.8.0nightly (e152ca5) for Large Graph Convolutional Network Training with GPU-Oriented Data Commun…☆45Updated last year
- SIMD-X: Programming and Processing of Graph Algorithms on GPUs [USENIX ATC '19]☆20Updated 4 years ago
- ☆105Updated 3 years ago
- ☆36Updated 5 years ago
- Repo for the IISWC 2018 submission☆9Updated 2 years ago
- An efficient storage system for concurrent graph processing☆10Updated 4 years ago
- Graph edge partitioning algorithms☆45Updated 5 years ago
- FlashMob is a shared-memory random walk system.☆32Updated last year