caibucai22 / awesome-cudaLinks
Awesome code, projects, books, etc. related to CUDA
☆24Updated last month
Alternatives and similar repositories for awesome-cuda
Users that are interested in awesome-cuda are comparing it to the libraries listed below
Sorting:
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆19Updated 2 months ago
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆44Updated 3 months ago
- Persistent dense gemm for Hopper in `CuTeDSL`☆15Updated last month
- Flash Attention in ~100 lines of CUDA (forward pass only)☆10Updated last year
- ☆13Updated 6 months ago
- High Performance FP8 GEMM Kernels for SM89 and later GPUs.☆20Updated 8 months ago
- SGEMM optimization with cuda step by step☆20Updated last year
- 使用 CUDA C++ 实现的 llama 模型推理框架☆62Updated 10 months ago
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆75Updated last year
- study of cutlass☆22Updated 10 months ago
- NVIDIA TensorRT Hackathon 2023复赛选题:通义千问Qwen-7B用TensorRT-LLM模型搭建及优化☆42Updated last year
- CUDA 8-bit Tensor Core Matrix Multiplication based on m16n16k16 WMMA API☆32Updated 2 years ago
- ☆37Updated 11 months ago
- HunyuanDiT with TensorRT and libtorch☆18Updated last year
- ☆32Updated 8 months ago
- Standalone Flash Attention v2 kernel without libtorch dependency☆110Updated last year
- Tutorials of Extending and importing TVM with CMAKE Include dependency.☆14Updated 11 months ago
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆118Updated 4 months ago
- A CUDA kernel for NHWC GroupNorm for PyTorch☆20Updated 10 months ago
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆94Updated 2 weeks ago
- 🎉My Collections of CUDA Kernels~☆11Updated last year
- A tool convert TensorRT engine/plan to a fake onnx☆41Updated 2 years ago
- Implement Flash Attention using Cute.☆95Updated 9 months ago
- ☆17Updated last year
- 使用 cutlass 实现 flash-attention 精简版,具有教学意义☆49Updated last year
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆40Updated 7 months ago
- Large Language Model Onnx Inference Framework☆36Updated 8 months ago
- ☆21Updated 4 years ago
- 分层解耦的深度学习推理引擎☆75Updated 7 months ago
- CUDA 6大并行计算模式 代码与笔记☆60Updated 5 years ago