I am using ClearML to automate a script. I'm new to the tool and I haven't found any tutorials for this. The goal I'm trying to accomplish is automate several python scripts so that a server is spun up and torn down as necessary to run them using clearml. Can anyone point me to documentation or explain to me how to do this?
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Disclaimer: I'm a member of the ClearML team (formerly Trains)
This depends on the type of scripts you wish to run. If these are devops-like scripts (i.e. no workload or GPU required), you can use the built-in Services Agent running as part of the ClearML Server deployment, enqueuing tasks to the
servicesqueue as required - these will be picked up by the agent and run locally on the server machine. As for triggering tasks, take a look atclearml-task(documentation here) which allows you to create a task and enqueue it in a single command.