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Edit tensorboardX logging control (#638)

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pollfly 2023-08-09 14:35:38 +03:00 committed by GitHub
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docs/integrations/tensorboard.md
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@ -43,6 +43,8 @@ auto_connect_frameworks={
} }
``` ```
Note that the `tensorboard` key enables/disables automatic logging for both `TensorBoard` and `TensorboardX`.
## Manual Logging ## Manual Logging
To augment its automatic logging, ClearML also provides an explicit logging interface. To augment its automatic logging, ClearML also provides an explicit logging interface.

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docs/integrations/tensorboardx.md
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@ -23,6 +23,27 @@ View the TensorboardX outputs in the [WebApp](../webapp/webapp_overview.md), in
![TensorboardX WebApp scalars](../img/examples_pytorch_tensorboardx_03.png) ![TensorboardX WebApp scalars](../img/examples_pytorch_tensorboardx_03.png)
## Automatic Logging Control
By default, when ClearML is integrated into your script, it captures all of your TensorboardX plots, images, metrics, videos, and text.
But, you may want to have more control over what your experiment logs.
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.
For example:
```python
auto_connect_frameworks={
'tensorboard': False,'matplotlib': False, 'tensorflow': False, 'pytorch': True,
'xgboost': False, 'scikit': True, 'fastai': True, 'lightgbm': False,
'hydra': True, 'detect_repository': True, 'tfdefines': True, 'joblib': True,
'megengine': True, 'jsonargparse': True, 'catboost': True
}
```
Note that the `tensorboard` key enables/disables automatic logging for both `TensorboardX` and `TensorBoard`.
## Manual Logging ## Manual Logging
To augment its automatic logging, ClearML also provides an explicit logging interface. To augment its automatic logging, ClearML also provides an explicit logging interface.