View source on GitHub
|
Sets the default dtype policy globally.
tf.keras.config.set_dtype_policy(
policy
)
Used in the notebooks
| Used in the guide | Used in the tutorials |
|---|---|
Example:
keras.config.set_dtype_policy("mixed_float16")
tf.keras.config.set_dtype_policy
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license.
Last updated 2024-06-07 UTC.
[null,null,["Last updated 2024-06-07 UTC."],[],[],null,["# tf.keras.config.set_dtype_policy\n\n\u003cbr /\u003e\n\n|-----------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/keras-team/keras/tree/v3.3.3/keras/src/dtype_policies/dtype_policy.py#L302-L330) |\n\nSets the default dtype policy globally.\n\n#### View aliases\n\n\n**Main aliases**\n\n[`tf.keras.mixed_precision.set_dtype_policy`](https://www.tensorflow.org/api_docs/python/tf/keras/config/set_dtype_policy), [`tf.keras.mixed_precision.set_global_policy`](https://www.tensorflow.org/api_docs/python/tf/keras/config/set_dtype_policy)\n\n\u003cbr /\u003e\n\n tf.keras.config.set_dtype_policy(\n policy\n )\n\n### Used in the notebooks\n\n| Used in the guide | Used in the tutorials |\n|-----------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| - [Mixed precision](https://www.tensorflow.org/guide/mixed_precision) | - [Image classification with Model Garden](https://www.tensorflow.org/tfmodels/vision/image_classification) - [Instance Segmentation with Model Garden](https://www.tensorflow.org/tfmodels/vision/instance_segmentation) - [Object detection with Model Garden](https://www.tensorflow.org/tfmodels/vision/object_detection) - [Semantic Segmentation with Model Garden](https://www.tensorflow.org/tfmodels/vision/semantic_segmentation) |\n\n#### Example:\n\n keras.config.set_dtype_policy(\"mixed_float16\")"]]