Alternatives and similar repositories for GNNHLS

Users that are interested in GNNHLS are comparing it to the libraries listed below

• GraphSAINT / GNN-ARCH
  [ASAP 2020; FPGA 2020] Hardware architecture to accelerate GNNs (common IP modules for minibatch training and full batch inference)
  ☆43Updated 4 years ago
• lydiawunan / HLS-Perf-Prediction-with-GNNs
  High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing
  ☆53Updated last year
• FCAS-LAB / chiplet_simulators
  A list of our chiplet simulaters
  ☆47Updated 7 months ago
• gkrish19 / SIAM-Chiplet-based-Scalable-In-Memory-Acceleration-with-Mesh-for-Deep-Neural-Networks
  A comprehensive tool that allows for system-level performance estimation of chiplet-based In-Memory computing (IMC) architectures.
  ☆23Updated last year
• neurosim / DNN_NeuroSim_V1.4
  Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)
  ☆76Updated 10 months ago
• pku-dasys / pillars
  An integrated CGRA design framework
  ☆91Updated 10 months ago
• jasonlin316 / GCN-Inference-Acceleration-HLS
  An end-to-end GCN inference accelerator written in HLS
  ☆18Updated 3 years ago
• zlinaf / PowerGear
  [DATE 2022] PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs
  ☆20Updated 3 years ago
• lsq314 / SpMM_TCAD
  ☆20Updated last year
• pgroupATusc / GraphACT
  Implementation of paper "GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platform".
  ☆12Updated 5 years ago
• xliu0709 / WinoCNN
  An HLS based winograd systolic CNN accelerator
  ☆54Updated 4 years ago
• PSCLab-ASU / Systolic-CNN
  ☆17Updated 4 years ago
• SFU-HiAccel / CHIP-KNN
  [TRETS'23, FPT'20] CHIP-KNN: Configurable and HIgh-Performance K-Nearest Neighbors Accelerator on Cloud FPGAs
  ☆18Updated last year
• yhqiu16 / TRAM
  Template-based Reconfigurable Architecture Modeling Framework
  ☆14Updated 3 years ago
• sharc-lab / DGNN-Booster
  ☆16Updated 2 years ago
• sjtu-zhao-lab / hierarchical-gnn-for-hls
  DATE'24 paper: "Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs"
  ☆19Updated last year
• sfu-arch / SPAGHETTI
  RTL generator for SpGEMM
  ☆10Updated 5 years ago
• Xtra-Computing / ReGraph
  Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines
  ☆22Updated 3 years ago
• Bhagya-laxmi / nn_noxim
  Network on chip based neural network accelerator
  ☆10Updated 4 years ago
• UT-LCA / ML4Accel-Dataset
  Dataset for ML-guided Accelerator Design
  ☆43Updated last year
• baichen318 / boom-explorer-public
  The open-sourced version of BOOM-Explorer
  ☆45Updated 2 years ago
• sharc-lab / FlowGNN
  A dataflow architecture for universal graph neural network inference via multi-queue streaming.
  ☆75Updated 3 years ago
• skycrapers / AM-Lib
  ☆30Updated 2 years ago
• linghaosong / Sextans
  An FPGA accelerator for general-purpose Sparse-Matrix Dense-Matrix Multiplication (SpMM).
  ☆92Updated last year
• BUAA-CI-LAB / Literatures-on-SRAM-based-CIM
  A reading list for SRAM-based Compute-In-Memory (CIM) research.
  ☆114Updated 3 months ago
• ecolab-nus / morpher-v2
  An Open-Source Tool for CGRA Accelerators
  ☆28Updated 4 months ago
• diwu1990 / uSystolic-Sim
  A systolic array simulator for multi-cycle MACs and varying-byte words, with the paper accepted to HPCA 2022.
  ☆84Updated 4 years ago
• elliothe / pytorx
  Neural Network Evaluation Tool on Crossbar-based Accelerator with Resistive Memory
  ☆42Updated 6 years ago
• xupsh / ccc2021
  view at https://xupsh.github.io/ccc2021/
  ☆23Updated 3 years ago
• sharc-lab / gnn-builder
  An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization
  ☆24Updated last year