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 "Record of job execution" tab on the container page.

Browsing and Filtering Execution Records

On the "Execution Records" page of the container, executions can be filtered by "Status" or "Type".

Continue Execution from a Specific Execution Record

On the "Record of job execution" page, a closed container can be restarted by clicking the "···" in the lower-right corner of the corresponding execution record card and selecting "Start".

Delete Unused Execution Records

Each Execution 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.

Under "Execution Record", locate the execution record card you wish to delete. Click the "···" in the lower-right corner and select "Delete This Execution" to remove its associated "Working Directory" and "Log" contents.

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