zjjzby / GNN-hardware-acceleration-paperLinks
This repo is to collect the state-of-the-art GNN hardware acceleration paper
☆54Updated 4 years ago
Alternatives and similar repositories for GNN-hardware-acceleration-paper
Users that are interested in GNN-hardware-acceleration-paper are comparing it to the libraries listed below
Sorting:
- [HPCA 2022] GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design☆37Updated 3 years ago
- ☆33Updated 3 years ago
- A dataflow architecture for universal graph neural network inference via multi-queue streaming.☆73Updated 2 years ago
- ☆26Updated 3 years ago
- Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines☆19Updated 2 years ago
- A graph linear algebra overlay☆51Updated 2 years ago
- A reference implementation of the Mind Mappings Framework.☆29Updated 3 years ago
- [ASPLOS 2019] PUMA-simulator provides a detailed simulation model of a dataflow architecture built with NVM (non-volatile memory), and ru…☆65Updated 2 years ago
- An end-to-end GCN inference accelerator written in HLS☆19Updated 3 years ago
- GNNear: Accelerating Full-Batch Training of Graph NeuralNetworks with Near-Memory Processing☆13Updated 2 years ago
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆31Updated last year
- A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)☆81Updated last year
- ☆25Updated last year
- MultiPIM: A Detailed and Configurable Multi-Stack Processing-In-Memory Simulator☆55Updated 4 years ago
- The simulator for SPADA, an SpGEMM accelerator with adaptive dataflow☆37Updated 2 years ago
- Tool for optimize CNN blocking☆94Updated 5 years ago
- ☆65Updated 4 years ago
- DOSA: Differentiable Model-Based One-Loop Search for DNN Accelerators☆15Updated 8 months ago
- Serpens is an HBM FPGA accelerator for SpMV☆19Updated 10 months ago
- QuickEst repository: Quick Estimation of Quality of Results☆26Updated 6 years ago
- Hybrid Memory Cube Simulation & Research Infrastructure☆17Updated 2 weeks ago
- PyGim is the first runtime framework to efficiently execute Graph Neural Networks (GNNs) on real Processing-in-Memory systems. It provide…☆25Updated 2 months ago
- Heterogenous ML accelerator☆18Updated last month
- MICRO22 artifact evaluation for Sparseloop☆44Updated 2 years ago
- ☆10Updated 2 years ago
- The official code for DATE'23 paper <CLAP: Locality Aware and Parallel Triangle Counting with Content Addressable Memory>☆23Updated 2 months ago
- CasHMC: A Cycle-accurate Simulator for Hybrid Memory Cube☆22Updated 6 years ago
- An FPGA accelerator for general-purpose Sparse-Matrix Dense-Matrix Multiplication (SpMM).☆79Updated 10 months ago
- UPMEM LLM Framework allows profiling PyTorch layers and functions and simulate those layers/functions with a given hardware profile.☆30Updated 3 weeks ago
- dMazeRunner: Dataflow acceleration optimization infrastructure for coarse-grained programmable accelerators☆45Updated 3 years ago