dglai / FeatGraph
Sparse kernels for GNNs based on TVM
☆16Updated 4 years ago
Alternatives and similar repositories for FeatGraph:
Users that are interested in FeatGraph are comparing it to the libraries listed below
- ☆25Updated 3 years ago
- A PIM instrumentation, compilation, execution, simulation, and evaluation repository for BLIMP-style architectures.☆18Updated 2 years ago
- ☆13Updated 3 years ago
- ☆19Updated 3 weeks ago
- This repo is to collect the state-of-the-art GNN hardware acceleration paper☆54Updated 3 years ago
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆24Updated 4 years ago
- ☆73Updated 3 years ago
- Code base for OOPSLA'24 paper: UniSparse: An Intermediate Language for General Sparse Format Customization☆30Updated 4 months ago
- A graph linear algebra overlay☆51Updated last year
- agile hardware-software co-design☆47Updated 3 years ago
- EQueue Dialect☆40Updated 3 years ago
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆46Updated last year
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆27Updated last year
- Singular Binarized Neural Network based on GPU Bit Operations (see our SC-19 paper)☆15Updated 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…☆30Updated 2 years ago
- ☆22Updated last year
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆39Updated 3 years ago
- Code for paper "Design Principles for Sparse Matrix Multiplication on the GPU" accepted to Euro-Par 2018☆73Updated 4 years ago
- ☆15Updated 3 years ago
- GNNear: Accelerating Full-Batch Training of Graph NeuralNetworks with Near-Memory Processing☆13Updated 2 years ago
- ☆30Updated 2 years ago
- ☆32Updated 3 years ago
- Repo for the IISWC 2018 submission☆9Updated 3 years ago
- The simulator for SPADA, an SpGEMM accelerator with adaptive dataflow☆33Updated 2 years ago
- ☆14Updated 2 years ago
- A reference implementation of the Mind Mappings Framework.☆29Updated 3 years ago
- Stencil with Optimized Dataflow Architecture Compiler☆16Updated 4 years ago
- The source code for GPGPUSim+Ramulator simulator. In this version, GPGPUSim uses Ramulator to simulate the DRAM. This simulator is used t…☆50Updated 5 years ago
- A simulation framework for modeling efficiency of Graph Neural Network Dataflows☆20Updated 3 weeks ago