Implementation of paper "GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platform".
☆12Jun 25, 2020Updated 5 years ago
Alternatives and similar repositories for GraphACT
Users that are interested in GraphACT are comparing it to the libraries listed below
Sorting:
- [ASAP 2020; FPGA 2020] Hardware architecture to accelerate GNNs (common IP modules for minibatch training and full batch inference)☆43Mar 30, 2021Updated 4 years ago
- ☆11Mar 14, 2023Updated 2 years ago
- [FPGA 2020] Open sourced implementation for the ACM/SIGDA FPGA '20 paper titled "GraphACT: Accelerating GCN Training on CPU-FPGA Heteroge…☆19Mar 6, 2021Updated 4 years ago
- HLS project modeling various sparse accelerators.☆12Jan 11, 2022Updated 4 years ago
- including compiler to encode DGL GNN model to instructions, runtime software to transfer data and control the accelerator, and hardware v…☆14Nov 19, 2023Updated 2 years ago
- An HBM FPGA based SpMV Accelerator☆17Aug 29, 2024Updated last year
- An end-to-end GCN inference accelerator written in HLS☆18Apr 5, 2022Updated 3 years ago
- This is the repository containing the implementation of sparse dense matrix multiplication for the matrix dimension of 560 x 560.☆10Jul 7, 2021Updated 4 years ago
- Systolic Three Matrix Multiplier for Graph Convolutional Networks using High Level Synthesis☆23Jul 29, 2022Updated 3 years ago
- ☆37Jan 20, 2022Updated 4 years ago
- [TRETS'23, FPT'20] CHIP-KNN: Configurable and HIgh-Performance K-Nearest Neighbors Accelerator on Cloud FPGAs☆18Apr 9, 2024Updated last year
- An FPGA accelerator for general-purpose Sparse-Matrix Dense-Matrix Multiplication (SpMM).☆92Jul 26, 2024Updated last year
- Includes the SVD-based approximation algorithms for compressing deep learning models and the FPGA accelerators exploiting such approximat…☆16Mar 3, 2023Updated 2 years ago
- SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization☆11Aug 12, 2020Updated 5 years ago
- A dataflow architecture for universal graph neural network inference via multi-queue streaming.☆75Dec 19, 2022Updated 3 years ago
- ☆14Apr 8, 2025Updated 10 months ago
- Accelerated Image Reconstruction using Generative Adversarial Networks on Cloud FPGAs☆11Aug 27, 2021Updated 4 years ago
- ☆13Aug 1, 2024Updated last year
- Public repostory for the DAC 2021 paper "Scaling up HBM Efficiency of Top-K SpMV forApproximate Embedding Similarity on FPGAs"☆16Aug 29, 2021Updated 4 years ago
- [FPGA-2022] N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores☆11Dec 16, 2021Updated 4 years ago
- NATSA is the first near-data-processing accelerator for time series analysis based on the Matrix Profile (SCRIMP) algorithm. NATSA exploi…☆16Jun 14, 2023Updated 2 years ago
- A Scalable BFS Accelerator on FPGA-HBM Platform☆15Feb 22, 2024Updated 2 years ago
- A comprehensive content-addressable accelerator simulation framework.☆20Nov 15, 2024Updated last year
- [TECS'23] A project on the co-design of Accelerators and CNNs.☆21Dec 10, 2022Updated 3 years ago
- [HPCA 2022] GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design☆39Mar 30, 2022Updated 3 years ago
- NeuroSpector: Dataflow and Mapping Optimizer for Deep Neural Network Accelerators☆21Mar 20, 2025Updated 11 months ago
- Tutorial for integrating PyMTL and Vivado HLS☆19Apr 17, 2016Updated 9 years ago
- RISC-V Rocket Chip Strap-on-Booster with Fused Universal Neural Network (FuNN) eNNgine☆21Mar 17, 2022Updated 3 years ago
- [DATE 2022] PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs☆20Apr 15, 2022Updated 3 years ago
- ☆19Jun 17, 2022Updated 3 years ago
- This is a general-purpose simulator for unary computing based on PyTorch, with the paper accepted to ISCA 2020 and awarded IEEE Micro Top…☆46Jul 31, 2025Updated 6 months ago
- HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond☆48Updated this week
- Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines☆22Aug 8, 2022Updated 3 years ago
- ViTALiTy (HPCA'23) Code Repository☆23Mar 13, 2023Updated 2 years ago
- Graph Neural Networks for Predicting Circuit Reliability Degradation. TCAD 2022☆24Dec 9, 2022Updated 3 years ago
- ☆17Feb 13, 2021Updated 5 years ago
- An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization☆24Nov 8, 2024Updated last year
- High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing☆54Jun 6, 2024Updated last year
- An HLS based winograd systolic CNN accelerator☆54Jul 18, 2021Updated 4 years ago