tf.keras.optimizers.serialize
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Serialize the optimizer configuration to JSON compatible python dict.
tf.keras.optimizers.serialize(
optimizer
)
The configuration can be used for persistence and reconstruct the
Optimizer instance again.
tf.keras.optimizers.serialize(tf.keras.optimizers.SGD())
{'class_name': 'SGD', 'config': {'name': 'SGD', 'learning_rate': 0.01,
'decay': 0.0, 'momentum': 0.0,
'nesterov': False} }
Args |
|---|
optimizer
|
An Optimizer instance to serialize.
|
Returns |
|---|
|
Python dict which contains the configuration of the input optimizer.
|
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Last updated 2023-10-06 UTC.
[null,null,["Last updated 2023-10-06 UTC."],[],[],null,["# tf.keras.optimizers.serialize\n\n\u003cbr /\u003e\n\n|-----------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/keras-team/keras/tree/v2.10.0/keras/optimizers/__init__.py#L86-L104) |\n\nSerialize the optimizer configuration to JSON compatible python dict.\n\n#### View aliases\n\n\n**Main aliases**\n\n[`tf.optimizers.serialize`](https://www.tensorflow.org/api_docs/python/tf/keras/optimizers/serialize)\n**Compat aliases for migration**\n\nSee\n[Migration guide](https://www.tensorflow.org/guide/migrate) for\nmore details.\n\n\\`tf.compat.v1.keras.optimizers.serialize\\`\n\n\u003cbr /\u003e\n\n tf.keras.optimizers.serialize(\n optimizer\n )\n\nThe configuration can be used for persistence and reconstruct the\n`Optimizer` instance again. \n\n tf.keras.optimizers.serialize(tf.keras.optimizers.SGD())\n {'class_name': 'SGD', 'config': {'name': 'SGD', 'learning_rate': 0.01,\n 'decay': 0.0, 'momentum': 0.0,\n 'nesterov': False} }\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|-------------|---------------------------------------|\n| `optimizer` | An `Optimizer` instance to serialize. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| Python dict which contains the configuration of the input optimizer. ||\n\n\u003cbr /\u003e"]]
View source on GitHub