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pollfly
2024-03-12 11:24:42 +02:00
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@@ -21,7 +21,7 @@ keywords: [mlops, components, Experiment Manager]
<Collapsible type="info" title="Video Transcript">
Welcome to ClearML. In this video, well go deeper into some of the best practices and advanced tricks you can use while working with ClearML experiment management.
<br/>
The first thing to know is that the Task object is the central pillar of both the experiment manager and the orchestration and automation components. This means that if you manage the task well in the experiment phase, it will be much easier to scale to production later down the line.
So lets take a look at the task object in more detail. We have inputs called hyperparameters and configuration objects for external config files. Outputs can be anything like we saw in the last video. Things like debug images, plots and console output kind of speak for themselves, so the ones well focus on here are scalars and artifacts.