sharc-lab / GenGNN
☆36Updated 3 years ago
Alternatives and similar repositories for GenGNN:
Users that are interested in GenGNN are comparing it to the libraries listed below
- A graph linear algebra overlay☆50Updated last year
- An end-to-end GCN inference accelerator written in HLS☆19Updated 2 years ago
- [ASAP 2020; FPGA 2020] Hardware architecture to accelerate GNNs (common IP modules for minibatch training and full batch inference)☆41Updated 3 years ago
- A dataflow architecture for universal graph neural network inference via multi-queue streaming.☆68Updated 2 years ago
- An FPGA accelerator for general-purpose Sparse-Matrix Dense-Matrix Multiplication (SpMM).☆77Updated 6 months ago
- Serpens is an HBM FPGA accelerator for SpMV☆17Updated 6 months ago
- Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines☆17Updated 2 years ago
- [HPCA 2022] GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design☆35Updated 2 years ago
- An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization☆19Updated 2 months ago
- High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS☆84Updated 4 months ago
- High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing☆47Updated 7 months ago
- ACM TODAES Best Paper Award, 2022☆24Updated last year
- AIM: Accelerating Arbitrary-precision Integer Multiplication on Heterogeneous Reconfigurable Computing Platform Versal ACAP (Full Paper a…☆22Updated 4 months ago
- SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration (Full Paper Accepted in FPGA'24)☆28Updated 6 months ago
- Docker container with tools for the Timeloop/Accelergy tutorial☆22Updated 9 months ago
- DAC'22 paper: "Automated Accelerator Optimization Aided by Graph Neural Networks"☆40Updated last year
- QuickEst repository: Quick Estimation of Quality of Results☆26Updated 6 years ago
- ☆16Updated last year
- An HBM FPGA based SpMV Accelerator☆12Updated 5 months ago
- This repo is to collect the state-of-the-art GNN hardware acceleration paper☆54Updated 3 years ago
- ☆13Updated 4 months ago
- Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits☆26Updated 5 months ago
- A Generic Distributed Auto-Tuning Infrastructure☆21Updated 3 years ago
- [TRETS'23, FPT'20] CHIP-KNN: Configurable and HIgh-Performance K-Nearest Neighbors Accelerator on Cloud FPGAs☆17Updated 9 months ago
- ☆41Updated 10 months ago
- Systolic Three Matrix Multiplier for Graph Convolutional Networks using High Level Synthesis☆22Updated 2 years ago
- research, experimentation and implementation of hardware-agnostic accelerated DL framework☆35Updated 3 weeks ago
- Implementation of paper "GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platform".☆10Updated 4 years ago
- ☆11Updated 3 years ago
- Template-based Reconfigurable Architecture Modeling Framework☆13Updated 2 years ago