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@@ -196,7 +196,7 @@ object, setting the following optimization parameters:
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## Running as a Service
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The optimization can run as a service, if the `run_as_service` argument is set to `true`. For more information about
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To run the optimization as a service, set the `run_as_service` argument to `true`. For more information about
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running as a service, see [Services Mode](../../../clearml_agent/clearml_agent_services_mode.md).
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```python
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@@ -210,7 +210,7 @@ if args['run_as_service']:
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## Optimize
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The optimizer is ready. Set the report period and [start](../../../references/sdk/hpo_optimization_hyperparameteroptimizer.md#start)
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it, providing the callback method to report the best performance.
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it, providing the callback method to report the best performance:
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```python
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# report every 12 seconds, this is way too often, but we are testing here J
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