Python Conquers CUDA: NVIDIA's Native Python Support Ushers in a New Era of GPU Programming

In 2024, Python surpassed JavaScript to become the world's most popular programming language. At GTC, NVIDIA announced native Python support for its CUDA toolkit, revolutionizing GPU programming. Developers can now use Python directly for algorithmic computing on GPUs without needing C++ expertise. NVIDIA built Pythonic CUDA, not a simple translation of C, but a natural interface for Python developers. This includes components from runtime compilers to cuPyNumeric (a NumPy replacement), and introduces the CuTile programming model, simplifying GPU programming's complexity. This massively expands CUDA's developer base, especially promising in emerging markets like India and Brazil.
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