A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores
☆62Nov 24, 2023Updated 2 years ago
Alternatives and similar repositories for venom
Users that are interested in venom are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆46Jun 19, 2024Updated 2 years ago
- Code for High Performance Unstructured SpMM Computation Using Tensor Cores☆36Nov 3, 2024Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆70Mar 25, 2025Updated last year
- Samoyeds: Accelerating MoE Models with Structured Sparsity Leveraging Sparse Tensor Cores (EuroSys'25)☆16Jul 17, 2025Updated last year
- ☆32Aug 24, 2022Updated 4 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.
- ☆166Jul 22, 2024Updated 2 years ago
- 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
- Use tensor core to calculate back-to-back HGEMM (half-precision general matrix multiplication) with MMA PTX instruction.☆14Nov 3, 2023Updated 2 years ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆91Nov 23, 2022Updated 3 years ago
- A library of GPU kernels for sparse matrix operations.☆289Nov 24, 2020Updated 5 years ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆246Sep 24, 2023Updated 3 years ago
- Accelerator RTL inspired by VEGETA [HPCA'23] and MicroScopiQ [ISCA'25]☆17Nov 11, 2025Updated 11 months ago
- ☆35Apr 2, 2025Updated last year
- Mirror of http://gitlab.hpcrl.cse.ohio-state.edu/chong/ppopp19_ae, refactoring for understanding☆17Oct 20, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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 4 years ago
- ☆84Dec 2, 2022Updated 3 years ago
- Official implementation of Acc-SpMM: Accelerating General-purpose Sparse Matrix-Matrix Multiplication with GPU Tensor Cores.☆38Nov 13, 2025Updated 11 months ago
- FlashSparse significantly reduces the computation redundancy for unstructured sparsity (for SpMM and SDDMM) on Tensor Cores through a Swa…☆41Oct 5, 2025Updated last year
- A GPU algorithm for sparse matrix-matrix multiplication☆74Oct 1, 2020Updated 6 years ago
- ☆14Sep 27, 2021Updated 5 years ago
- CUDA project for uni subject☆26Oct 26, 2020Updated 6 years ago
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆23Aug 21, 2020Updated 6 years ago
- Revitalizing Sparse Matrix-Matrix Multiplication on Tensor Cores with Asynchronous and Balanced Kernel Optimization☆14Jul 16, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆20Sep 28, 2024Updated 2 years ago
- Official code for the paper "Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark"☆31Jun 30, 2025Updated last year
- ☆246Nov 9, 2022Updated 3 years ago
- Source code repository for ASPLOS '25 paper "Syno: Structured Synthesis for Neural Operators"☆15Aug 31, 2025Updated last year
- ☆12Oct 9, 2023Updated 3 years ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆145Mar 31, 2023Updated 3 years ago
- The Zaychik Power Controller server☆13Apr 13, 2024Updated 2 years ago
- Official PyTorch implementation of CD-MOE☆12Mar 18, 2026Updated 7 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆101Sep 4, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [NeurIPS 2024] Search for Efficient LLMs☆16Jan 16, 2025Updated last year
- ☆116Apr 19, 2024Updated 2 years ago
- ☆13Oct 13, 2025Updated last year
- [ICML 2022] "Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets" by Tianlong Chen, Xuxi Chen, Xiaolong Ma, Yanzhi Wa…☆33Apr 9, 2023Updated 3 years ago
- This repository contains the official implementation for the ECCV'22 paper, "SPIN: An Empirical Evaluation on Sharing Parameters of Isotr…☆20Sep 11, 2026Updated last month
- ☆12Aug 4, 2022Updated 4 years ago
- ☆20Aug 27, 2026Updated 2 months ago