raywan-110 / AdaQP
Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training
☆23Updated last year
Alternatives and similar repositories for AdaQP:
Users that are interested in AdaQP are comparing it to the libraries listed below
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆40Updated last year
- ☆27Updated 8 months ago
- ☆8Updated 2 years ago
- ☆23Updated last year
- A Factored System for Sample-based GNN Training over GPUs☆42Updated last year
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆27Updated 3 years ago
- Artifact for OSDI'21 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.☆66Updated 2 years ago
- ☆46Updated 2 years ago
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆47Updated last year
- Distributed Multi-GPU GNN Framework☆37Updated 4 years ago
- Compiler for Dynamic Neural Networks☆45Updated last year
- Artifact evaluation of the paper "Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining"☆25Updated 3 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
- [ICLR 2022] "PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication" by Cheng Wan, Y…☆32Updated 2 years ago
- ☆11Updated 2 years ago
- ☆12Updated last year
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆77Updated 3 years ago
- Graph Sampling using GPU☆51Updated 3 years ago
- ☆22Updated 2 years ago
- FGNN's artifact evaluation (EuroSys 2022)☆17Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated 11 months ago
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆52Updated 7 months ago
- My paper/code reading notes in Chinese☆46Updated 10 months ago
- Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching☆38Updated 9 months ago
- ☆31Updated 10 months ago
- PerFlow-AI is a programmable performance analysis, modeling, prediction tool for AI system.☆18Updated 3 weeks ago
- An Optimizing Compiler for Recommendation Model Inference☆23Updated last year
- ☆78Updated 2 years ago
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 4 months ago