Introduction to JupyterLab and common operations
JupyterLab is an interactive development environment and the next-generation product of Jupyter Notebook. It allows you to write Notebooks, operate terminals, edit Markdown text, open interactive modes, and view CSV files and images. It can be said that JupyterLab is the more mainstream development environment for developers in the next phase. Jupyte…
Image component installation
To adapt to the AIStation platform, this document primarily describes the installation of the openssh, JupyterLab, and Python components. For installing or updating component versions, refer to the examples in this document. If Python 3 is already installed in the base image (the image specified in the FROM instruction), you can skip the Python 3 installation steps in this document. Note: JupyterLab must...
Container Image Creation Manual
Platform Container Image Creation Documentation Base images require installation of essential deep learning components such as CUDA and cuDNN. If the created image has no specific requirements for the OS version (official images use the latest OS), cuDNN version, and requires Ubuntu, you can download the base image with the specified CUDA version from the NGC website. Refer to Section 1.1. If the image…
Visualization Features
The development environment and the AIStation training management module provide visualization features for mainstream framework models. The following describes how to use these features: In the training management module, single-machine and distributed training jobs support visualization. The Caffe framework supports Netscope network structure visualization and Caffe training process visualization; Tensorflow, Mxnet, Pyt…
Connecting PyCharm to the Development Environment
PyCharm version used in the following example: PyCharm 2018.3 (Professional Edition). The AIStation development environment SSH service is running normally. The connection information below is for format reference only; please replace it with the actual IP, port, and temporary password displayed by the platform, for example: IP 10.x.x.x, port, ...
Connecting VSCode to AIStation Development Environment
To remotely edit and debug files in the development environment in VSCode, you can use two VSCode plugins: Remote-SSH or Remote VSCode. The VSCode version used in the following example: 1.53.2 Windows system: win10 (with ssh installed by default) The development environment ssh service is running normally. Add remote environment...
Package Mirrors
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