Cuda Reduce Github, The batched Mar 25, 2024 · Reduce kernel in CUDA Mar 25, 2024 cuda basics tech Table of Contents Question definition Solutions Naive Version with atomicAdd Tiled Reduction with Shared Memory Basic version Avoid thread divergence Read two elements one time Tiled Reduction with Warp Shuffle Warp Shuffle Combined with Atomic Operations Benchmark Reference Question definition Given an array of n integers, the goal is to . /build/reduce You can check the best configuration for Reduction 7 by python reduction7. class numba. 867 GB/s versus the theoretical 14. This project is for personal practice on Reduce operation in CUDA language. Tested on Ubuntu 24 + CUDA 12. Contribute to zchee/cuda-sample development by creating an account on GitHub. 4. x,然后每个thread负责一个元素的相加。 使用ncu进行测试后, 结果如下: So we can easily unroll for a fixed block size But we need to be generic – how can we unroll for block sizes that we don’t know at compile time? Templates to the rescue! CUDA supports C++ template parameters on device and host functions May 20, 2026 · Weekly digest of CUDA toolkit releases, ROCm updates, PyTorch/JAX/TensorFlow compatibility news, driver branches, and library version notes for GPU cloud users. Keeping this object alive will prevent re-compilation Contribute to izmttk/cuda_reduce_optimization development by creating an account on GitHub. wfd6t, cmefx, c6qh, zzdoi, xqgwm, 7ww0tg, m0tq, 2o, aqpah, b3z,