GraphSAINT / GraphACT
[FPGA 2020] Open sourced implementation for the ACM/SIGDA FPGA '20 paper titled "GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platforms"
☆18Updated 3 years ago
Alternatives and similar repositories for GraphACT:
Users that are interested in GraphACT are comparing it to the libraries listed below
- [HPCA 2022] GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design☆35Updated 2 years ago
- An end-to-end GCN inference accelerator written in HLS☆19Updated 2 years ago
- Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines☆17Updated 2 years ago
- ☆16Updated last year
- This repo is to collect the state-of-the-art GNN hardware acceleration paper☆54Updated 3 years ago
- An HBM FPGA based SpMV Accelerator☆13Updated 5 months ago
- GNNear: Accelerating Full-Batch Training of Graph NeuralNetworks with Near-Memory Processing☆13Updated 2 years ago
- A graph linear algebra overlay☆51Updated last year
- Implementation of paper "GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platform".☆10Updated 4 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
- including compiler to encode DGL GNN model to instructions, runtime software to transfer data and control the accelerator, and hardware v…☆12Updated last year
- HLS project modeling various sparse accelerators.☆12Updated 3 years ago
- dMazeRunner: Dataflow acceleration optimization infrastructure for coarse-grained programmable accelerators☆45Updated 2 years ago
- Repo for the IISWC 2018 submission☆9Updated 2 years ago
- A Dataflow library for graph analytics acceleration☆14Updated 9 years ago
- An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization☆20Updated 3 months ago
- A reference implementation of the Mind Mappings Framework.☆29Updated 3 years ago
- ☆16Updated 2 years ago
- ☆10Updated 5 years ago
- ☆15Updated 4 years ago
- Domain-Specific Architecture Generator 2☆21Updated 2 years ago
- STONNE Simulator integrated into SST Simulator☆17Updated 10 months ago
- agile hardware-software co-design☆47Updated 3 years ago
- ☆25Updated 3 years ago
- Systolic Three Matrix Multiplier for Graph Convolutional Networks using High Level Synthesis☆22Updated 2 years ago
- Graph accelerator on FPGAs and ASICs☆12Updated 6 years ago
- ☆9Updated 2 years ago
- ICCAD'23 Best Paper Award candidate: Robust GNN-based Representation Learning for HLS☆15Updated 8 months ago
- NeuraChip Accelerator Simulator☆11Updated 9 months ago
- Graph-learning assisted instruction vulnerability estimation published in DATE 2020☆13Updated 4 years ago