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Hello Everyone, Is It Possible To Perform A Optimization Task Based On An Executed Task? In The Pipeline I Handover The Task Id Of An Executed Training Task To The Optimization Task (E.G. Parameter_Override='General/Taskidtrainyolov5': '${Trainyolov5.Id}

Hello everyone,

is it possible to perform a optimization task based on an executed task?
In the pipeline I handover the task id of an executed training task to the optimization task
(e.g. parameter_override='General/taskIdTrainYolov5': '${trainYolov5.id}'}
During the execution of the optimization task I get the following error:
clearml.backend_interface.session.SendError: Action failed <400/101: tasks.clone/v1.0 (Invalid task id: id=)> (task=, new_task_name=...)

Posted one year ago
Votes Newest

Answers 3

Hey @<1523701087100473344:profile|SuccessfulKoala55> ,

thank you for your quick answer.

the code for the optimization task is nearly similar to the clearml example: None
Instead of the parameter name "template_task_id", I use "taskIdTrainYolov5".

In my pipeline I added the following step:

    base_task_name='Hyper-Parameter Optimization Models 1 Yolo5',
        'General/taskIdTrainYolov5': '${train_yolov5.id}',
        'General/pipeline': '${pipeline.pipeline}',
        'General/devMode': '${pipeline.devMode}',

As you can see, I hand over the ID of the previouse pipeline step as the value for the parameter "taskIdTrainYolov5".

Inside the optimization task I print out the arguments and I can see, the right value for "taskIdTrainYolov5" is provided.

Posted one year ago

Hi @<1555000563244994560:profile|OutrageousSealion55> ! How do you pass base_task_id in the HyperParamterOptimizer ?

Posted one year ago

Hi @<1555000563244994560:profile|OutrageousSealion55> , can you please share the code you're trying to run?

Posted one year ago