Application Scenarios and Process
Generally, you will need to reconstruct the ModelArts development environment, for example, by installing, upgrading, or uninstalling some packages. However, the root permission is required when certain packages are installed or upgraded. The running notebook instance does not have the root permission. As a result, you need to install the software that requires the root permission in the notebook instance, which is currently unavailable in the preset development environment.
You can write a Dockerfile based on a preset base image or third-party image to customize your image. Then, you can register the image to create a new development environment based on your needs.
This section describes how to install PyTorch 1.8, FFmpeg 3, and GCC 8 on an Ubuntu image to create a new AI development environment.
The following figure shows the whole process.
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