Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"
☆42Nov 16, 2021Updated 4 years ago
Alternatives and similar repositories for GNN-Computing
Users that are interested in GNN-Computing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.☆71Mar 2, 2023Updated 3 years ago
- SoCC'20 and TPDS'21: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning.☆51May 23, 2023Updated 3 years ago
- The official SALIENT system described in the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and P…☆40Jun 28, 2023Updated 3 years ago
- ☆12Dec 17, 2023Updated 2 years ago
- [USENIX ATC'25] GeneralSparse: Bridging the Gap in SpMM for Pruned Large Language Model Inference on GPUs☆14Feb 4, 2026Updated 8 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆29Aug 14, 2024Updated 2 years ago
- ☆117Jul 3, 2021Updated 5 years ago
- ☆10Oct 17, 2021Updated 5 years ago
- ☆69Jun 16, 2021Updated 5 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…☆59Oct 3, 2022Updated 4 years ago
- A Factored System for Sample-based GNN Training over GPUs☆46Jul 26, 2023Updated 3 years ago
- A Framework for Graph Sampling and Random Walk on GPUs.☆37Feb 3, 2025Updated last year
- Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"☆23Mar 7, 2022Updated 4 years ago
- Code for paper "Design Principles for Sparse Matrix Multiplication on the GPU" accepted to Euro-Par 2018☆75Oct 5, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆20Aug 26, 2021Updated 5 years ago
- Horizontal Fusion☆24Jan 7, 2022Updated 4 years ago
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆30Feb 12, 2022Updated 4 years ago
- A Distributed Multi-GPU System for Fast Graph Processing☆65Oct 25, 2018Updated 8 years ago
- Multi-GPU dynamic scheduler using PGAS style cross-GPU communication☆29Jul 23, 2023Updated 3 years ago
- Open source code for the GCN training algorithm published in IEEE/IPDPS'19☆11Mar 19, 2022Updated 4 years ago
- ☆49Apr 11, 2025Updated last year
- ☆18Oct 15, 2020Updated 6 years ago
- Implementation of TSM2L and TSM2R -- High-Performance Tall-and-Skinny Matrix-Matrix Multiplication Algorithms for CUDA☆35Jul 28, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- TiledLower is a Dataflow Analysis and Codegen Framework written in Rust.☆13Nov 23, 2024Updated last year
- PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.☆305Aug 17, 2023Updated 3 years ago
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆58Oct 16, 2023Updated 3 years ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆77May 31, 2021Updated 5 years ago
- [MLSys 2022] "BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node …☆55Oct 6, 2023Updated 3 years ago
- G3: A Programmable GNN Training System on GPU☆43Aug 29, 2020Updated 6 years ago
- ☆40Jul 25, 2022Updated 4 years ago
- Accepted paper of SIGMOD 2023, DUCATI: A Dual-Cache Training System for Graph Neural Networks on Giant Graphs with the GPU☆16Dec 15, 2023Updated 2 years ago
- CuSha is a CUDA-based vertex-centric graph processing framework that uses G-Shards and CW representations.☆53Nov 17, 2015Updated 10 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Papers relevant with graph and GPU☆12Jan 1, 2026Updated 9 months ago
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆40Mar 17, 2024Updated 2 years ago
- Graph Sampling using GPU☆52Mar 17, 2022Updated 4 years ago
- ☆16Nov 2, 2022Updated 3 years ago
- FGNN's artifact evaluation (EuroSys 2022)☆18Apr 25, 2022Updated 4 years ago
- ☆32Oct 28, 2020Updated 6 years ago
- A pattern-based algorithmic autotuner for graph processing on GPUs.☆33Jun 25, 2025Updated last year