Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.
☆71Mar 2, 2023Updated 3 years ago
Alternatives and similar repositories for GNNAdvisor_OSDI21
Users that are interested in GNNAdvisor_OSDI21 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆42Nov 16, 2021Updated 4 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
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆58Oct 16, 2023Updated 3 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Large scale graph learning on a single machine.☆170Feb 25, 2025Updated last year
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆77May 31, 2021Updated 5 years ago
- ☆49Oct 23, 2026Updated last week
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆30Feb 12, 2022Updated 4 years ago
- Graph Sampling using GPU☆52Mar 17, 2022Updated 4 years ago
- ☆47Sep 5, 2022Updated 4 years ago
- Official Implementation of "Accel-GNN: High-Performance GPU Accelerator Design for Graph Neural Networks"☆53Sep 24, 2026Updated last month
- 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
- HeteroHalide: From Image Processing DSL to Efficient FPGA Acceleration☆15Sep 14, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official implementation of "MaxK-GNN: Extremely Fast GPU Kernel Design for Accelerating Graph Neural Networks Training"☆42Mar 4, 2024Updated 2 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
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Mar 13, 2023Updated 3 years ago
- ☆117Jul 3, 2021Updated 5 years ago
- Multi-GPU dynamic scheduler using PGAS style cross-GPU communication☆29Jul 23, 2023Updated 3 years ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆91Nov 23, 2022Updated 3 years ago
- ☆10Oct 17, 2021Updated 5 years ago
- Distributed Multi-GPU GNN Framework☆35Jun 26, 2020Updated 6 years ago
- ☆11Mar 9, 2022Updated 4 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.
- ☆29Aug 14, 2024Updated 2 years ago
- Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture (accepted by PVLDB)☆44Jul 1, 2023Updated 3 years ago
- PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.☆305Aug 17, 2023Updated 3 years ago
- ☆20Dec 3, 2019Updated 6 years ago
- Out-of-GPU-Memory Graph Processing with Minimal Data Transfer☆60Nov 15, 2022Updated 3 years ago
- PyTorch-Based Fast and Efficient Processing for Various Machine Learning Applications with Diverse Sparsity☆125Oct 12, 2026Updated 2 weeks ago
- mini is mini☆20Jan 19, 2020Updated 6 years ago
- An efficient concurrent graph processing system☆47Oct 27, 2021Updated 5 years ago
- TiledLower is a Dataflow Analysis and Codegen Framework written in Rust.☆13Nov 23, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Sparse kernels for GNNs based on TVM☆17Nov 18, 2020Updated 5 years ago
- A source-to-source compiler for optimizing CUDA dynamic parallelism by aggregating launches☆15Jun 21, 2019Updated 7 years ago
- [Mlsys'22] Understanding gnn computational graph: A coordinated computation, io, and memory perspective☆22Sep 11, 2023Updated 3 years ago
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆43Jul 10, 2024Updated 2 years ago
- ☆49Apr 11, 2025Updated last year
- Unified Sparse Library Wrapper Based on cuSPARSE☆12May 24, 2022Updated 4 years ago
- ☆14Apr 24, 2024Updated 2 years ago