YusukeNagasaka / Batched-SpMM
New batched algorithm for sparse matrix-matrix multiplication (SpMM)
☆16Updated 5 years ago
Alternatives and similar repositories for Batched-SpMM:
Users that are interested in Batched-SpMM are comparing it to the libraries listed below
- Code for paper "Design Principles for Sparse Matrix Multiplication on the GPU" accepted to Euro-Par 2018☆72Updated 4 years ago
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆39Updated 3 years ago
- ☆32Updated 2 years ago
- Implementation of TSM2L and TSM2R -- High-Performance Tall-and-Skinny Matrix-Matrix Multiplication Algorithms for CUDA☆32Updated 4 years ago
- ☆49Updated 5 years ago
- ☆29Updated 9 months ago
- CSR-based SpGEMM on nVidia and AMD GPUs☆45Updated 8 years ago
- ☆39Updated 5 years ago
- Escoin: Efficient Sparse Convolutional Neural Network Inference on GPUs☆15Updated 6 years ago
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆27Updated 3 years ago
- A Row Decomposition-based Approach for Sparse Matrix Multiplication on GPUs☆19Updated last year
- A intelligent matrix format designer for SpMV☆9Updated last year
- Source code of the PPoPP '22 paper: "TileSpGEMM: A Tiled Algorithm for Parallel Sparse General Matrix-Matrix Multiplication on GPUs" by Y…☆39Updated 10 months ago
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆24Updated 4 years ago
- This is a tuned sparse matrix dense vector multiplication(SpMV) library☆21Updated 9 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
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆42Updated last year
- ☆14Updated 2 years ago
- Source code of the SC '23 paper: "DASP: Specific Dense Matrix Multiply-Accumulate Units Accelerated General Sparse Matrix-Vector Multipli…☆25Updated 9 months ago
- ☆13Updated 2 weeks ago
- ☆107Updated 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
- Mirror of http://gitlab.hpcrl.cse.ohio-state.edu/chong/ppopp19_ae, refactoring for understanding☆14Updated 3 years ago
- A pattern-based algorithmic autotuner for graph processing on GPUs.☆30Updated 3 months ago
- A sparse BLAS lib supporting multiple backends☆42Updated last month
- Fast Synchronization-Free Algorithms for Parallel Sparse Triangular Solves with Multiple Right-Hand Sides (SpTRSM)☆12Updated 5 years ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆86Updated 2 years ago
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆46Updated last year
- ☆17Updated 3 years ago
- Dissecting NVIDIA GPU Architecture☆90Updated 2 years ago