点击上方“Deephub Imba”,关注公众号,好文章不错过 !在深度学习落地过程中，有一个常见的误区：一旦推理速度不达标，大家的第一反应往往是拿着模型开到，比如：做剪枝、搞蒸馏、甚至牺牲精度换小模型。实际上生产环境中的 Python ...

There is a phenomenon in the Python programming language that affects the efficiency of data representation and memory. I call it the "invisible line." This invisible line might seem innocuous at ...

点击上方“Deephub Imba”,关注公众号,好文章不错过 !Scikit-Learn 1.8.0 更新引入了实验性的 Array API 支持。这意味着 CuPy 数组或 PyTorch 张量现在可以直接在 Scikit-Learn ...

Python is convenient and flexible, yet notably slower than other languages for raw computational speed. The Python ecosystem has compensated with tools that make crunching numbers at scale in Python ...

CUDA Tile和cuTile Python打通了这个瓶颈。英伟达在开发者博客中提到，一个15行的Python内核性能可以媲美200行手动优化的CUDA C++代码。 [1]https://developer.nvidia.com/blog/focus-on-your-algorithm-nvidia-cuda-tile-handles-the-hardware ...

You may have heard about NumPy and wondered why it seems so essential to data analysis in Python. What makes NumPy seemingly end up everywhere in statistical calculations with Python? Here are some ...

NumPy (Numerical Python) is an open-source library for the Python programming language. It is used for scientific computing and working with arrays. Apart from its multidimensional array object, it ...

新语言 Mojo ，来自LLVM之父和Swift之父Chris Lattner，性能可达到目前版本Python的 68000倍 。 它语法像Python一样简单，跑起来像C++一样快，更重要的是可以与任何Python库无缝交互。