A dataflow architecture for universal graph neural network inference via multi-queue streaming.
☆75Dec 19, 2022Updated 3 years ago
Alternatives and similar repositories for FlowGNN
Users that are interested in FlowGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization☆24Nov 8, 2024Updated last year
- ☆37Jan 20, 2022Updated 4 years ago
- An end-to-end GCN inference accelerator written in HLS☆18Apr 5, 2022Updated 3 years ago
- ☆16Apr 10, 2023Updated 2 years ago
- [HPCA 2022] GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design☆39Mar 30, 2022Updated 3 years ago
- ☆11Mar 14, 2023Updated 3 years ago
- Systolic Three Matrix Multiplier for Graph Convolutional Networks using High Level Synthesis☆23Jul 29, 2022Updated 3 years ago
- A reading list for deep graph learning acceleration.☆254Jul 26, 2025Updated 7 months ago
- pLUTo is a DRAM-based Processing-using-Memory architecture that leverages the high density of DRAM to enable the massively parallel stori…☆18Jan 12, 2023Updated 3 years ago
- HLS project modeling various sparse accelerators.☆12Jan 11, 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
- [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
- NeuraChip Accelerator Simulator☆16Apr 26, 2024Updated last year
- The simulator for SPADA, an SpGEMM accelerator with adaptive dataflow☆47Jan 26, 2023Updated 3 years ago
- Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines☆22Aug 8, 2022Updated 3 years ago
- Serpens is an HBM FPGA accelerator for SpMV☆22Jul 26, 2024Updated last year
- Implementation of paper "GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platform".☆12Jun 25, 2020Updated 5 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
- [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
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆40Mar 17, 2024Updated 2 years ago
- ☆48Jan 30, 2026Updated last month
- GOMIL: Global Optimization of Multiplier by Integer Linear Programming☆13Aug 25, 2021Updated 4 years ago
- A fast, accurate trace-based simulator for High-Level Synthesis.☆74Dec 19, 2025Updated 3 months ago
- PyTorch implementation of DiracDeltaNet from paper Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs☆33May 30, 2019Updated 6 years ago
- DAC'22 paper: "Automated Accelerator Optimization Aided by Graph Neural Networks"☆40Oct 3, 2023Updated 2 years ago
- ☆11Oct 2, 2023Updated 2 years ago
- Scalable systolic array-based matrix-matrix multiplication implemented in Vivado HLS for Xilinx FPGAs.☆376Jan 20, 2025Updated last year
- [HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design☆130Jun 27, 2023Updated 2 years ago
- Research about dataflow architecture☆12Nov 30, 2023Updated 2 years ago
- Papers on Graph Analytics, Mining, and Learning☆128Aug 15, 2022Updated 3 years ago
- ☆23Sep 17, 2024Updated last year
- A Dataflow library for graph analytics acceleration☆14Dec 15, 2015Updated 10 years ago
- [DATE 2022] PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs☆20Apr 15, 2022Updated 3 years ago
- Approximate arithmetic circuits for FPGAs☆13Feb 19, 2020Updated 6 years ago
- Allo Accelerator Design and Programming Framework (PLDI'24)☆361Mar 13, 2026Updated last week
- High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS☆95Sep 27, 2024Updated last year
- HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing (FPGA'19 Best Paper)☆340Apr 20, 2024Updated last year
- The first large scale formally verified reasoning dataset for Verilog☆21May 16, 2025Updated 10 months ago