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docs/fundamentals/hpo.md
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@ -121,14 +121,14 @@ optimization.
## Optimizer Execution Options
The `HyperParameterOptimizer` provides options to launch the optimization tasks locally or through a ClearML [queue](agents_and_queues.md#what-is-a-queue).
Start a `HyperParameterOptimizer` instance using either [`HyperParameterOptimizer.start`](../references/sdk/hpo_optimization_hyperparameteroptimizer.md#start)
or [`HyperParameterOptimizer.start_locally`](../references/sdk/hpo_optimization_hyperparameteroptimizer.md#start_locally).
Both methods run the optimizer controller locally. The `start` method launches the base task clones through a queue
specified when instantiating the controller, while `start_locally` runs the tasks locally.
Start a `HyperParameterOptimizer` instance using either [`HyperParameterOptimizer.start()`](../references/sdk/hpo_optimization_hyperparameteroptimizer.md#start)
or [`HyperParameterOptimizer.start_locally()`](../references/sdk/hpo_optimization_hyperparameteroptimizer.md#start_locally).
Both methods run the optimizer controller locally. `start()` launches the base task clones through a queue
specified when instantiating the controller, while `start_locally()` runs the tasks locally.
:::tip Remote Execution
You can also launch the optimizer controller through a queue by using the [`Task.execute_remotely`](../references/sdk/task.md#execute_remotely)
method before starting the optimizer.
You can also launch the optimizer controller through a queue by using [`Task.execute_remotely()`](../references/sdk/task.md#execute_remotely)
before starting the optimizer.
:::
@ -149,3 +149,7 @@ ClearML also provides `clearml-param-search`, a CLI utility for managing the hyp
ClearML provides the [Hyperparameter Optimization GUI application](../webapp/applications/apps_hpo.md) for launching and
managing the hyperparameter optimization process.
:::info Pro Plan Offering
The ClearML HPO App is available under the ClearML Pro plan
:::