Hyaloid / AccSpMMLinks
Official implementation of Acc-SpMM: Accelerating General-purpose Sparse Matrix-Matrix Multiplication with GPU Tensor Cores.
☆14Updated 2 months ago
Alternatives and similar repositories for AccSpMM
Users that are interested in AccSpMM are comparing it to the libraries listed below
Sorting:
- A Row Decomposition-based Approach for Sparse Matrix Multiplication on GPUs☆28Updated 2 years ago
- ☆45Updated last year
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆53Updated 2 years ago
- ☆145Updated last month
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆91Updated 3 years ago
- Mirror of http://gitlab.hpcrl.cse.ohio-state.edu/chong/ppopp19_ae, refactoring for understanding☆15Updated 4 years ago
- Artifact for PPoPP22 QGTC: Accelerating Quantized GNN via GPU Tensor Core.☆30Updated 3 years ago
- ☆112Updated 4 years ago
- ☆32Updated 3 years ago
- FlashSparse significantly reduces the computation redundancy for unstructured sparsity (for SpMM and SDDMM) on Tensor Cores through a Swa…☆39Updated 4 months ago
- ☆48Updated last year
- Source code of the PPoPP '22 paper: "TileSpGEMM: A Tiled Algorithm for Parallel Sparse General Matrix-Matrix Multiplication on GPUs" by Y…☆46Updated last year
- Artifact for OSDI'23: MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Mult…☆41Updated last year
- libsmctrl论文的复现,添加了python端接口,可以在python端灵活调用接口来分配计算资源☆12Updated last year
- ☆16Updated 3 years ago
- ☆34Updated 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
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆56Updated last year
- ☆11Updated 3 years ago
- WaferLLM: Large Language Model Inference at Wafer Scale☆88Updated last month
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆121Updated 3 years ago
- ☆18Updated 11 months ago
- ☆24Updated last week
- ☆31Updated 10 months ago
- ☆32Updated last year
- Large Language Model (LLM) Serving Paper and Resource List☆24Updated 8 months ago
- Artifact for PPoPP20 "Understanding and Bridging the Gaps in Current GNN Performance Optimizations"☆40Updated 4 years ago
- TileFlow is a performance analysis tool based on Timeloop for fusion dataflows☆66Updated last year
- ☆18Updated last year
- ☆224Updated 3 months ago