---
title: "NVIDIA CUDA 13.3 Rolls Out CUDA Python 1.0, CUDA Tile For C++"
url: https://daily.dev/posts/nvidia-cuda-13-3-rolls-out-cuda-python-1-0-cuda-tile-for-c--my8p6gh21
source_url: https://www.phoronix.com/news/NVIDIA-CUDA-13.3-Released
type: article
source: "Phoronix"
published: 2026-05-27T20:30:19.971Z
updated: 2026-05-27T22:04:06.516Z
tags: ["python", "nvidia", "gpu", "compiler", "cuda"]
reading_time: 1
upvotes: 0
comments: 0
language: en
---

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# NVIDIA CUDA 13.3 Rolls Out CUDA Python 1.0, CUDA Tile For C++

**[Phoronix](https://daily.dev/sources/phoronix)** · 1 min read · 0 upvotes · 0 comments

## Summary

NVIDIA CUDA 13.3 has been released with several notable additions. CUDA Python 1.0 reaches stable status, providing a supported way to leverage CUDA in Python applications for AI, data science, and scientific computing. For C++ developers, CUDA Tile programming model is now available. The release also introduces CompileIQ, a compiler auto-tuning framework delivering up to 15% speed-ups on kernels like GEMM and attention. Additional updates include a Numba CUDA MLIR back-end, math library updates, C++23 support in NVCC and NVRTC, and mmap() support.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.phoronix.com/news/NVIDIA-CUDA-13.3-Released>

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Tags: [#python](https://daily.dev/tags/python), [#nvidia](https://daily.dev/tags/nvidia), [#gpu](https://daily.dev/tags/gpu), [#compiler](https://daily.dev/tags/compiler), [#cuda](https://daily.dev/tags/cuda)

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