ParCIS / FlashSparse
FlashSparse significantly reduces the computation redundancy for unstructured sparsity (for SpMM and SDDMM) on Tensor Cores through a Swap-and-Transpose mapping strategy. FlashSparse is accepted by PPoPP 2025.
☆14Updated 2 months ago
Alternatives and similar repositories for FlashSparse:
Users that are interested in FlashSparse are comparing it to the libraries listed below
- A Row Decomposition-based Approach for Sparse Matrix Multiplication on GPUs☆20Updated last year
- ☆31Updated 2 years ago
- ☆29Updated 10 months 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
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆50Updated 10 months ago
- ☆50Updated 5 years ago
- ☆14Updated 2 years ago
- ☆26Updated last year
- Mirror of http://gitlab.hpcrl.cse.ohio-state.edu/chong/ppopp19_ae, refactoring for understanding☆15Updated 3 years ago
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆108Updated 2 years ago
- Source code of the SC '23 paper: "DASP: Specific Dense Matrix Multiply-Accumulate Units Accelerated General Sparse Matrix-Vector Multipli…☆26Updated 10 months ago
- TileFlow is a performance analysis tool based on Timeloop for fusion dataflows☆57Updated last year
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆27Updated 3 years ago
- A intelligent matrix format designer for SpMV☆10Updated last year
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆47Updated last year
- ☆38Updated 5 years ago
- Artifacts of EVT ASPLOS'24☆23Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆42Updated last month
- ☆138Updated 9 months ago
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆51Updated 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 11 months ago
- Workload-Aware Co-Optimization☆8Updated 2 years ago
- ☆95Updated last year
- ☆104Updated last week
- Triton to TVM transpiler.☆19Updated 6 months ago
- ☆78Updated 2 years ago
- ☆140Updated 9 months ago
- ☆15Updated 5 years ago
- ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch☆33Updated 3 weeks ago
- ☆35Updated 9 months ago