Execution Records of Compute Containers

Why Execution Records Are Needed

Each container execution is an independent runtime environment. The advantage of this is to ensure environment isolation for each container execution, avoiding damage to other environments caused by issues in one environment. This is also an advantage of HyperAI compared to running directly in our local environment. You can think of each opened compute container as an independent sandbox - even if problems occur, you can simply start a new environment.

At the same time, the complete isolation of data, models, code, and parameters each time can maximize the independence of machine learning model training experiment results and the reproducibility of experimental results, making it easier to find the optimal model from a large number of trained models.

Of course, this also means that additional dependencies in each new container need to be reinstalled. Specific information about installing external dependencies can be found in Runtime Environments.

You can view all execution records under the current container in the "Execution Records" tab on the container page.

Browsing and Filtering Execution Records

"Execution Records" can be filtered by "Status" or "Type":

Continue Execution from a Specific Execution Record

Closed containers can be reopened by clicking "Continue from Here" shown in the image above. For more information, please refer to "Continue Execution".

Delete Unused Execution Records

Each "Execution Record" has its own independent "Working Directory" and "Logs", which occupy a certain amount of storage space. If you confirm that you no longer need the "Working Directory" and "Logs" of this "Execution Record", you can delete them to free up the storage space they occupy.

Click "Delete This Execution" in the image above to delete the associated "Working Directory" and "Logs" content.

:::caution Note Any deletion action may cause you to permanently lose important content in the "Working Directory" and "Logs". Please ensure data has been downloaded before cleaning up execution records. :::

Under the "Working Directory" tab, you can browse and download the content generated by the current "Execution Record".