How do I get args like epochs to show up in the UI configuration panel under hyperparameters? I want to be able to change number of epochs and learning rate from within the UI.
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Welcome to Stack overflow. for better help, you need to provide better information. Good luck. – Aramis NSR Aug 16 '21 at 16:21
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You can use argparse - ClearML will auto-magically log all parameters in the task's configuration section (under hyper-parameters section) - see this example. You can also just connect any dictionary (see this example)
Martin.B
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This is how it is. Also, let me clarify the issue I faced. Basically when I create task, its in view only draft state because that is how you created it. You can change the values of the hyperparameters when you clone a task that exists or reset one. – Fawad Nizamani Aug 17 '21 at 15:09
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That's actually by design - when you create a task, you run it locally, and ClearML records it. Since it's a "development" run, the default is for it to be "read-only" in the UI, in order to reflect the exact parameters used when running it. When cloning it, you're basically creating a variation of that run, which makes sense when you want to edit it and run it remotely. Of course, as you've said, you can always reset it and edit - it's your "override" in case you decide to :) – Martin.B Aug 18 '21 at 07:32