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* Add logging doc * Foamtting * Update docs/source/main_classes/logging.rst * Update src/transformers/utils/logging.py Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
45 lines
1.7 KiB
ReStructuredText
45 lines
1.7 KiB
ReStructuredText
Logging
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-------
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🤗 Transformers has a centralized logging system, so that you can setup the verbosity of the library easily. To
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change the level of verbosity, just use one of the direct setters. For instance, here is how to change the verbosity to
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the INFO level.
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.. code-block:: python
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import transformers
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transformers.logging.set_verbosity_info()
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All the methods of this logging module are documented below, the main ones are
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:func:`transformers.logging.get_verbosity` to get the current level of verbosity in the logger and
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:func:`transformers.logging.set_verbosity` to set the verbosity to the level of your choice. In order (from the least
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verbose to the most verbose), those levels (with their corresponding int values in parenthesis) are:
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- :obj:`transformers.logging.CRITICAL` or :obj:`transformers.logging.FATAL` (int value, 50): only report the most
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critical errors.
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- :obj:`transformers.logging.ERROR` (int value, 40): only report errors.
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- :obj:`transformers.logging.WARNING` or :obj:`transformers.logging.WARN` (int value, 30): only reports error and
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warnings. This the default level used by the library.
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- :obj:`transformers.logging.INFO` (int value, 20): reports error, warnings and basic information.
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- :obj:`transformers.logging.DEBUG` (int value, 10): report all information.
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Base setters
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~~~~~~~~~~~~
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.. autofunction:: transformers.logging.set_verbosity_error
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.. autofunction:: transformers.logging.set_verbosity_warning
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.. autofunction:: transformers.logging.set_verbosity_info
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.. autofunction:: transformers.logging.set_verbosity_debug
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Other functions
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~~~~~~~~~~~~~~~
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.. autofunction:: transformers.logging.get_verbosity
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.. autofunction:: transformers.logging.set_verbosity
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.. autofunction:: transformers.logging.get_logger
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