ClearML FAQ | I Also Have A General Question. Most Frequently, We Work With Our Ml Models Not As A Single Script, But A Project - Multi Level Directory Of Files. How Do We Create Task Out Of It, Do We Type

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I Also Have A General Question. Most Frequently, We Work With Our Ml Models Not As A Single Script, But A Project - Multi Level Directory Of Files. How Do We Create Task Out Of It, Do We Type

I also have a general question. Most frequently, we work with our ml models not as a single script, but a project - multi level directory of files. How do we create task out of it, do we type
Task.init()
in the entrypoint script
And then we can (for example) log artifacts in other files?

  				
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	2 years ago

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					RoundMosquito25
				
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Hi RoundMosquito25 ,

Are you running your project as part of a git repository? If so, you can just add Task.init() call from the main script you are running (e.g. your train.py/main_file.py file) and all should be logged automatically.

for reporting https://clear.ml/docs/latest/docs/guides/reporting/artifacts , you can use your task object doing so:
task = Task.init(project_name="My project", task_name="My task") ... task.upload_artifact( 'my artifact name', artifact_object=os.path.join( 'artifacts', 'my_artifact.jpg' ) )

  				
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	2 years ago

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					TimelyPenguin76
				
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2 years ago

one year ago