tf_privacy.v1.make_optimizer_class
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Given a subclass of tf.compat.v1.train.Optimizer, returns a DP-SGD subclass of it.
tf_privacy.v1.make_optimizer_class(
cls
)
Returns |
|---|
A DP-SGD subclass of cls.
|
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Last updated 2024-02-16 UTC.
[null,null,["Last updated 2024-02-16 UTC."],[],[],null,["# tf_privacy.v1.make_optimizer_class\n\n\u003cbr /\u003e\n\n|--------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/privacy/blob/v0.9.0/privacy/privacy/optimizers/dp_optimizer.py#L21-L267) |\n\nGiven a subclass of [`tf.compat.v1.train.Optimizer`](https://www.tensorflow.org/api_docs/python/tf/compat/v1/train/Optimizer), returns a DP-SGD subclass of it. \n\n tf_privacy.v1.make_optimizer_class(\n cls\n )\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|-------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `cls` | Class from which to derive a DP subclass. Should be a subclass of [`tf.compat.v1.train.Optimizer`](https://www.tensorflow.org/api_docs/python/tf/compat/v1/train/Optimizer). |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A DP-SGD subclass of `cls`. ||\n\n\u003cbr /\u003e"]]
View source on GitHub
