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.
☆39Oct 5, 2025Updated 10 months ago
Alternatives and similar repositories for FlashSparse
Users that are interested in FlashSparse are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of Acc-SpMM: Accelerating General-purpose Sparse Matrix-Matrix Multiplication with GPU Tensor Cores.☆17Nov 13, 2025Updated 8 months ago
- A Row Decomposition-based Approach for Sparse Matrix Multiplication on GPUs☆30Nov 29, 2023Updated 2 years ago
- ☆47Jun 19, 2024Updated 2 years ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆92Nov 23, 2022Updated 3 years ago
- ☆10Mar 2, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆14Apr 24, 2024Updated 2 years ago
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆58Oct 16, 2023Updated 2 years ago
- ☆35Apr 2, 2025Updated last year
- Source codes for paper "BlockFFN: Towards End-Side Acceleration-Friendly Mixture-of-Experts with Chunk-Level Activation Sparsity".☆19Jan 10, 2026Updated 7 months ago
- NetworkX clone in JavaScript☆13Oct 17, 2016Updated 9 years ago
- 方便扩展的Cuda算子理解和优化框架，仅用在学习使用☆18Jun 13, 2024Updated 2 years ago
- ☆19Mar 4, 2025Updated last year
- Source code of the SC '23 paper: "DASP: Specific Dense Matrix Multiply-Accumulate Units Accelerated General Sparse Matrix-Vector Multipli…☆29Jun 18, 2024Updated 2 years ago
- ☆49Jan 30, 2026Updated 6 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆32Nov 12, 2024Updated last year
- A library of GPU kernels for sparse matrix operations.☆289Nov 24, 2020Updated 5 years ago
- Fast and low-memory attention layer written in CUDA☆20Jul 14, 2023Updated 3 years ago
- ☆32Aug 24, 2022Updated 3 years ago
- C++/MPI proxies for distributed training of deep neural networks.☆16Jun 18, 2022Updated 4 years ago
- ☆13Nov 25, 2022Updated 3 years ago
- ☆31Jun 22, 2025Updated last year
- ☆16Feb 26, 2020Updated 6 years ago
- Source code of the IPDPS '21 paper: "TileSpMV: A Tiled Algorithm for Sparse Matrix-Vector Multiplication on GPUs" by Yuyao Niu, Zhengyang…☆13Aug 12, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆145Mar 31, 2023Updated 3 years ago
- UniSparse: An Intermediate Language for General Sparse Format Customization (OOPSLA'24)☆34Nov 12, 2024Updated last year
- Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.☆72Mar 20, 2025Updated last year
- Code for High Performance Unstructured SpMM Computation Using Tensor Cores☆35Nov 3, 2024Updated last year
- [NeurIPS2022] Where to Pay Attention in Sparse Training for Feature Selection?☆12Feb 10, 2023Updated 3 years ago
- ☆21Aug 21, 2023Updated 2 years ago
- A intelligent matrix format designer for SpMV☆10Oct 10, 2023Updated 2 years ago
- A Symbolic Emulator for Shuffle Synthesis on the NVIDIA PTX Code☆16Mar 19, 2023Updated 3 years ago
- FPGA-based HyperLogLog Accelerator☆12Jul 13, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆10Mar 8, 2025Updated last year
- Mirror of http://gitlab.hpcrl.cse.ohio-state.edu/chong/ppopp19_ae, refactoring for understanding☆17Oct 20, 2021Updated 4 years ago
- PyGim is the first runtime framework to efficiently execute Graph Neural Networks (GNNs) on real Processing-in-Memory systems. It provide…☆36Apr 23, 2025Updated last year
- [AAAI 2026] This is the official implementation of the paper "ExtendAttack: Attacking Servers of LRMs via Extending Reasoning".☆25Mar 18, 2026Updated 4 months ago
- Estimote Indoor Location finder☆15Jan 29, 2015Updated 11 years ago
- Parallel SpMV using CSR representation, built in CUDA☆14Jun 27, 2020Updated 6 years ago
- [PACT'24] GraNNDis. A fast and unified distributed graph neural network (GNN) training framework for both full-batch (full-graph) and min…☆10Aug 13, 2024Updated last year