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Lightning](https://github.com/Lightning-AI/lightning) is a framework that simplifies the process of training and deploying PyTorch models. ClearML seamlessly -integrates with PyTorch Lightning, automatically logging PyTorch models and more. +integrates with PyTorch Lightning, automatically logging PyTorch models, parameters supplied by [LightningCLI](https://lightning.ai/docs/pytorch/stable/cli/lightning_cli.html), +and more. All you have to do is simply add two lines of code to your PyTorch Lightning script: @@ -21,6 +22,7 @@ And that’s it! This creates a [ClearML Task](../fundamentals/task.md) which ca * Source code and uncommitted changes * Installed packages * PyTorch Models +* Parameters supplied by [LightningCLI](https://lightning.ai/docs/pytorch/stable/cli/lightning_cli.html) (when class is instantiated in script) * [TensorBoard](https://www.tensorflow.org/tensorboard) outputs * Console output * General details such as machine details, runtime, creation date etc. @@ -28,12 +30,15 @@ And that’s it! This creates a [ClearML Task](../fundamentals/task.md) which ca You can view all the task details in the [WebApp](../webapp/webapp_overview.md). +![LightningCLI params](../img/integrations_lightningcli_params.png) + See an example of PyTorch Lightning and ClearML in action [here](../guides/frameworks/pytorch_lightning/pytorch_lightning_example.md). ## Automatic Logging Control -By default, when ClearML is integrated into your script, it automatically captures information from supported frameworks. -But, you may want to have more control over what your experiment logs. +By default, when ClearML is integrated into your script, it automatically captures information from supported frameworks, +and parameters from supported argument parsers. But, you may want to have more control over what your experiment logs. +### Frameworks To control a task's framework logging, use the `auto_connect_frameworks` parameter of [`Task.init()`](../references/sdk/task.md#taskinit). Completely disable all automatic logging by setting the parameter to `False`. For finer grained control of logged frameworks, input a dictionary, with framework-boolean pairs. @@ -61,6 +66,30 @@ unspecified frameworks' values default to true so all their models are automatic auto_connect_frameworks={'pytorch' : '*.pt'} ``` +### Argument Parsers +To control a task's logging of parameters from argument parsers, use the `auto_connect_arg_parser` parameter of [`Task.init()`](../references/sdk/task.md#taskinit). +Completely disable all automatic logging by setting the parameter to `False` (this includes disabling logging of `LightningCLI` parameters). + +```python +auto_connect_arg_parser=False +``` + +For finer grained control of logged parameters, input a dictionary with parameter-boolean pairs. The `False` value +excludes the specified parameter. Unspecified parameters default to `True`. + +For example, the following code will not log the `Example_1` parameter, but will log all other arguments. + +```python +auto_connect_arg_parser={"Example_1": False} +``` + +To exclude all unspecified parameters, set the `*` key to `False`. For example, the following code will log **only** the +`Example_2` parameter. + +```python +auto_connect_arg_parser={"Example_2": True, "*": False} +``` + ## Manual Logging To augment its automatic logging, ClearML also provides an explicit logging interface. @@ -114,4 +143,8 @@ re-run it on a remote machine. task.execute_remotely(queue_name='default', exit_process=True) ``` +## Hyperparameter Optimization +Use ClearML’s [`HyperParameterOptimizer`](../references/sdk/hpo_optimization_hyperparameteroptimizer.md) class to find +the hyperparameter values that yield the best performing models. See [Hyperparameter Optimization](../fundamentals/hpo.md) +for more information.