including compiler to encode DGL GNN model to instructions, runtime software to transfer data and control the accelerator, and hardware verilog code that can be implemented on FPGA
☆14Nov 19, 2023Updated 2 years ago
Alternatives and similar repositories for gnn-acceleration-framework-with-FPGA
Users that are interested in gnn-acceleration-framework-with-FPGA are comparing it to the libraries listed below
Sorting:
- ☆11Mar 14, 2023Updated 2 years ago
- Implementation of paper "GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platform".☆12Jun 25, 2020Updated 5 years ago
- [HPCA 2022] GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design☆39Mar 30, 2022Updated 3 years ago
- SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization☆11Aug 12, 2020Updated 5 years ago
- some docs for rookies in nics-efc☆22Mar 17, 2022Updated 3 years ago
- NeuraChip Accelerator Simulator☆16Apr 26, 2024Updated last year
- HLS project modeling various sparse accelerators.☆12Jan 11, 2022Updated 4 years ago
- A Fast Graph Update Library for FPGA-based Dynamic Graph Processing☆10Dec 20, 2021Updated 4 years ago
- ☆10Nov 12, 2020Updated 5 years ago
- A Full-System Framework for Simulating NDP devices from Caches to DRAM☆21Jan 12, 2024Updated 2 years ago
- An HBM FPGA based SpMV Accelerator☆17Aug 29, 2024Updated last year
- ☆16Apr 10, 2023Updated 2 years ago
- [TECS'23] A project on the co-design of Accelerators and CNNs.☆21Dec 10, 2022Updated 3 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 5 years ago
- A dataflow architecture for universal graph neural network inference via multi-queue streaming.☆75Dec 19, 2022Updated 3 years ago
- STONNE Simulator integrated into SST Simulator☆22Apr 5, 2024Updated last year
- [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
- ☆25Apr 15, 2025Updated 10 months ago
- Systolic Three Matrix Multiplier for Graph Convolutional Networks using High Level Synthesis☆23Jul 29, 2022Updated 3 years ago
- ☆17Feb 13, 2021Updated 5 years ago
- [TRETS'23, FPT'20] CHIP-KNN: Configurable and HIgh-Performance K-Nearest Neighbors Accelerator on Cloud FPGAs☆18Apr 9, 2024Updated last year
- Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines☆22Aug 8, 2022Updated 3 years ago
- ☆19Jan 9, 2025Updated last year
- An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization☆24Nov 8, 2024Updated last year
- IronMan+alpha: Graph Neural Network and Reinforcement Learning in High-Level Synthesis☆27Jun 24, 2022Updated 3 years ago
- ☆22Updated this week
- Code released to accompany the ISCA paper: "T4: Compiling Sequential Code for Effective Speculative Parallelization in Hardware"☆28Feb 18, 2022Updated 4 years ago
- Implementation of FusedMM method for IPDPS 2021 paper titled "FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural N…☆31Aug 12, 2022Updated 3 years ago
- MultiscaleGraphSignalTransforms.jl is a collection of software tools written in the Julia programming language for graph signal processin…☆11Sep 13, 2025Updated 5 months ago
- Prefix-Aware Attention for LLM Decoding☆29Jan 23, 2026Updated last month
- FPGA acceleration of arbitrary precision floating point computations.☆40May 17, 2022Updated 3 years ago
- ☆13Jan 8, 2020Updated 6 years ago
- ☆37Jan 20, 2022Updated 4 years ago
- Implementation of a Systolic Array based sorting engine on an FPGA using Verilog☆11May 11, 2017Updated 8 years ago
- Code for ICML21 paper "Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation"☆12Feb 8, 2023Updated 3 years ago
- netbeacon - monitoring your network capture, NIDS or network analysis process☆19Oct 26, 2013Updated 12 years ago
- Artifact associated with CHES 2022 paper https://tches.iacr.org/index.php/TCHES/article/view/9817☆12Nov 10, 2023Updated 2 years ago
- ☆14Jan 22, 2026Updated last month
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 2 years ago