NVIDIA 在2025年GTC大会上宣布了一项具有里程碑意义的技术更新：CUDA并行计算平台正式支持原生Python编程。这一突破性进展将 ...

NumPy作为Python数值计算领域的基础框架，凭借其强大的N维数组结构和丰富的函数生态系统，成为科学家、工程师和数据分析师的核心工具。然而，随着计算需求的快速增长，特别是在机器学习和大规模科学模拟领域，NumPy基于CPU的执行模式以及缺乏内置自动微分 ...

现在，到了 2025 年， FlashAttention-4 准时到来，增加了对 Blackwell GPU 的原生支持——之前，想要在 Blackwell 上跑 FlashAttention，如果直接用开源仓库，常常会遇到编译错误、kernel 缺失或性能未优化的情况，可用的 Blackwell 加速主要是借助英伟达 Triton/cuDNN 的间接支持。

OpenAI, the nonprofit venture whose professed mission is the ethical advancement of AI, has released the first version of the Triton language, an open source project that allows researchers to write ...

Every few years or so, a development in computing results in a sea change and a need for specialized workers to take advantage of the new technology. Whether that’s COBOL in the 60s and 70s, HTML in ...

An end-to-end data science ecosystem, open source RAPIDS gives you Python dataframes, graphs, and machine learning on Nvidia GPU hardware Building machine learning models is a repetitive process.