TensorFlow Compression (TFC) contains data compression tools for TensorFlow. You can use this library to build your own ML models with end-to-end optimized data compression built in. It's useful to ...

If you have trouble following the instruction below, feel free to join OSCER weekly zoom help sessions. If you're doing deep learning neural network research, tensorflow need no introduction. It is ...

我们也可以直接通过应用市场或者安装python3或者python2，但考虑到python在版本管理层面容易起冲突，我们使用anaconda3用于管理python的依赖和版本。 开源的python发型版本，里面包含了python、conda(一个python包管理器)和各种用于科学计算的包，可以完全独立使用，不 ...

Linux has long been the backbone of modern computing, serving as the foundation for servers, cloud infrastructures, embedded systems, and supercomputers. As artificial intelligence (AI) and machine ...

Does your machine learning model take too long to train? Do you wish you could speed things up? Well, you’re in luck! In this blog post, we’ll show you how to enable GPU support in PyTorch and ...

Whether it's speed, memory safety, portability, a micro footprint, data tools, or something else, one of these Python distros probably has it. When you choose Python for software development, you get ...

题图由 Stable Diffusion 生成。 本文旨在提供一个虚拟环境管理方式参考，所提供的虚拟环境管理方式经过作者测试，证实有效。 网上这么多 Python 虚拟环境管理的文章或者教程，本文有何存在的必要：第一个原因是，网上提供的教程很多只提供了单一的虚拟环境 ...

对于深度学习开发者，操作系统的选择、到深度学习相关依赖包安装、环境配置上，这些步骤看似简单基础，但其实也经常有不少麻烦。本文简要梳理了从环境配置到深度学习建模的完整的流程，有所帮助的话，可以文末点个。 操作系统的选择1 Linux 如果是深度 ...

Jupyter Notebook is one of the most popular IDEs for data science in python. If you already have Python 3.x and Anaconda installed, you can launch Jupyter Notebook from Anaconda Navigator. It should ...

TensorFI is a fault injector for TensorFlow applications written in Python. It instruments the Tensorflow graph to inject faults at the level of individual operators. Unlike other fault injection ...