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@@ -9,7 +9,7 @@ The ClearML HPO App is available under the ClearML Pro plan
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The Hyperparameter Optimization Application finds the set of parameter values that optimize a specific metric for your
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model.
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It takes in an existing ClearML experiment and its parameters to optimize. The parameter search space can be specified
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It takes in a ClearML experiment and its parameters to optimize. The parameter search space can be specified
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by specific (discrete) values and/or value ranges (uniform parameters).
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The optimization app launches multiple copies of the original experiment, each time sampling different parameter sets,
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@@ -21,7 +21,7 @@ limits.
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## HPO Instance Configuration
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* **Import Configuration** - Import an app instance configuration file. This will fill the configuration wizard with the
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values from the file, which can be modified before launching the app instance
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* **Initial Task to Optimize** - ID of an existing ClearML task to optimize. This task will be cloned, and each clone will
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* **Initial Task to Optimize** - ID of a ClearML task to optimize. This task will be cloned, and each clone will
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sample a different set of hyperparameters values
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* **Optimization Configuration**
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* Optimization Method - The optimization strategy to employ (e.g. random, grid, hyperband)
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@@ -10,15 +10,15 @@ ClearML's Task Scheduler Application lets you schedule tasks for one-shot and/or
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The Scheduler is useful for scheduling routine operations, such as backups, generating reports, as well
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as periodically running pipelines for updating data and models.
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Each scheduling job is configured with existing ClearML tasks and a scheduling specification for each task: the time
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Each scheduling job is configured with ClearML tasks and a scheduling specification for each task: the time
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for execution and recurrence type. The Scheduler app will then launch copies of the specified tasks at their specified
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times.
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## Scheduler Instance Configuration
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* **Scheduled Tasks**
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* **Base Task ID** - ID of an existing ClearML task to schedule. This task will be cloned and enqueued for execution at the specified time.
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* **Destination Project** - The project where scheduled tasks will be saved.
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* **Base Task ID** - ID of a ClearML task to clone and enqueue for execution at the specified time.
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* **Destination Project** - The project where the task will be cloned to.
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* **Queue** - The [ClearML Queue](../../fundamentals/agents_and_queues.md#what-is-a-queue) to which scheduled tasks are enqueued (make sure an agent is assigned to that queue)
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* **Recurrence** - Recurrence type, select one of the following options:
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* **None** - The task will run once at the specified time.
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