CRAFT-THU / RoDeLinks
A Row Decomposition-based Approach for Sparse Matrix Multiplication on GPUs
☆22Updated last year
Alternatives and similar repositories for RoDe
Users that are interested in RoDe are comparing it to the libraries listed below
Sorting:
- ☆33Updated last year
- Source code of the SC '23 paper: "DASP: Specific Dense Matrix Multiply-Accumulate Units Accelerated General Sparse Matrix-Vector Multipli…☆27Updated last year
- ☆32Updated 2 years ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆89Updated 2 years ago
- Mirror of http://gitlab.hpcrl.cse.ohio-state.edu/chong/ppopp19_ae, refactoring for understanding☆16Updated 3 years ago
- Source code of the IPDPS '21 paper: "TileSpMV: A Tiled Algorithm for Sparse Matrix-Vector Multiplication on GPUs" by Yuyao Niu, Zhengyang…☆11Updated 2 years ago
- ☆16Updated 2 years ago
- Source code of the PPoPP '22 paper: "TileSpGEMM: A Tiled Algorithm for Parallel Sparse General Matrix-Matrix Multiplication on GPUs" by Y…☆40Updated last year
- Workload-Aware Co-Optimization☆8Updated 2 years ago
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆30Updated 3 years ago
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆49Updated last year
- ☆109Updated 4 years ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆114Updated 2 years ago
- ☆117Updated last week
- ☆31Updated last year
- ☆18Updated 2 weeks ago
- FlashSparse significantly reduces the computation redundancy for unstructured sparsity (for SpMM and SDDMM) on Tensor Cores through a Swa…☆29Updated 3 weeks ago
- ☆51Updated 6 years ago
- Code for paper "Design Principles for Sparse Matrix Multiplication on the GPU" accepted to Euro-Par 2018☆72Updated 4 years ago
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆40Updated last year
- ☆20Updated 4 months ago
- Performance Prediction Toolkit for GPUs☆37Updated 3 years ago
- Dissecting NVIDIA GPU Architecture☆103Updated 3 years ago
- ☆172Updated last year
- Implementation of TSM2L and TSM2R -- High-Performance Tall-and-Skinny Matrix-Matrix Multiplication Algorithms for CUDA☆35Updated 5 years ago
- ☆10Updated 3 years ago
- ☆10Updated 6 months ago
- ☆12Updated 3 years ago
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆39Updated 3 years ago
- ☆18Updated last year