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55 lines
2.2 KiB
Markdown
55 lines
2.2 KiB
Markdown
---
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title: Reproducing Experiments
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---
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Reproduce experiments on local or remote machines in one of the following ways:
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* Cloning any experiment - Make an exact copy, while maintaining the original experiment
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* Resetting an experiment whose status is not *Published* - Delete the previous run's logs and output
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After cloning or resetting, enqueue the reset or newly cloned experiment for execution by a worker.
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Experiments can also be modified and then executed remotely, see [Tuning Experiments](webapp_exp_tuning.md).
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## Cloning
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To clone an experiment:
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1. In the experiments table, right-click the experiment to reproduce and click **Clone**.
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1. In the `Clone Experiment` modal, set the following:
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* Project - The project where the experiment will be saved
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* Description (optional)
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* Set `<cloned_experiment>` as parent - Select to set this experiment as the new experiments' parent task
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1. Click **Clone**
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:::note
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By default, the new experiment’s parent task is set to the original task’s parent, unless the original task does not
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have a parent, in which case the original task is set as the parent. Select `Set <cloned_experiment> as parent` to force
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the original experiment to become the clone’s parent.
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:::
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## Resetting
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To reset an experiment:
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1. In the experiments table, right-click the relevant experiment and click **Reset**.
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1. In the `Reset Experiment` modal, if you want the experiment's artifacts and debug samples to be deleted from the
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ClearML file server, click the checkbox
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1. Click **Reset**
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## Final Steps
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At the end of the process you are left with an experiment with draft status, meaning that it is editable.
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Re-execute the new experiment:
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1. If desired, modify the experiment’s configuration (see [Tuning Experiments](webapp_exp_tuning.md)).
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1. Enqueue the experiment for execution. Right-click the experiment > Enqueue > Select a queue > **ENQUEUE**.
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:::note
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Make sure that a [ClearML Agent](../clearml_agent.md) has been assigned to the selected queue
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:::
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A ClearML Agent will fetch the experiment from the queue and execute it. The experiment can now be tracked and its
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results visualized.
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