Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.
☆77Sep 8, 2024Updated 2 years ago
Alternatives and similar repositories for cuda_hgemv
Users that are interested in cuda_hgemv are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆130Jul 13, 2024Updated 2 years ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆575Sep 8, 2024Updated 2 years ago
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆48Jun 11, 2025Updated last year
- TensorRT-in-Action 是一个 GitHub 代码库，提供了使用 TensorRT 的代码示例，并有对应 Jupyter Notebook。☆15Jun 1, 2023Updated 3 years ago
- CUTLASS and CuTe Examples☆143Nov 30, 2025Updated 11 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆271Jul 11, 2024Updated 2 years ago
- ☆20Sep 28, 2024Updated 2 years ago
- Benchmark tests supporting the TiledCUDA library.☆19Nov 19, 2024Updated last year
- ☆194May 11, 2026Updated 5 months ago
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆20Aug 3, 2025Updated last year
- A CUDA kernel for NHWC GroupNorm for PyTorch☆26Nov 15, 2024Updated last year
- Examples of CUDA implementations by Cutlass CuTe☆283Jul 1, 2025Updated last year
- ☆123May 16, 2025Updated last year
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆82Aug 12, 2024Updated 2 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.
- Boosting 4-bit inference kernels with 2:4 Sparsity☆102Sep 4, 2024Updated 2 years ago
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Jun 21, 2026Updated 4 months ago
- 本仓库在OpenVINO推理框架下部署Nanodet检测算法，并重写预处理和后处理部分，具有超高性能！让你在Intel CPU平台上的检测速度起飞！ 并基于NNCF和PPQ工具将模型量化(PTQ)至int8精度，推理速度更快！☆16Jun 14, 2023Updated 3 years ago
- ☆92Jan 23, 2025Updated last year
- GEMV implementation with CUTLASS☆21Aug 21, 2025Updated last year
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆204Sep 2, 2026Updated 2 months ago
- ☆67Feb 15, 2026Updated 8 months ago
- ☆35Apr 2, 2025Updated last year
- CUDA MoE kernels.☆12Sep 21, 2024Updated 2 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.
- a repo to study TensorRT Plugin☆11Apr 30, 2025Updated last year
- ☆160Dec 26, 2024Updated last year
- ☆34Feb 3, 2025Updated last year
- Fast low-bit matmul kernels in Triton☆491Oct 1, 2026Updated last month
- CUDA Matrix Multiplication Optimization☆283Jul 19, 2024Updated 2 years ago
- An extension library of WMMA API (Tensor Core API)☆115Jul 12, 2024Updated 2 years ago
- ☆98Mar 26, 2025Updated last year
- NCU-driven iterative optimization workflow for CUDA/CUTLASS/Triton/CuTe DSL kernels.☆25Apr 10, 2026Updated 6 months ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆46Feb 27, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- CUDA 8-bit Tensor Core Matrix Multiplication based on m16n16k16 WMMA API☆38Sep 15, 2023Updated 3 years ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆70Mar 25, 2025Updated last year
- A simple high performance CUDA GEMM implementation.☆440Jan 4, 2024Updated 2 years ago
- ☆48Nov 1, 2025Updated last year
- Implement Flash Attention using Cute.☆113Dec 17, 2024Updated last year
- A Easy-to-understand TensorOp Matmul Tutorial☆459Mar 5, 2026Updated 8 months ago
- ☆19Aug 23, 2022Updated 4 years ago