tf_privacy.restart_query.PeriodicRoundRestartIndicator
Stay organized with collections
Save and categorize content based on your preferences.
Indicator for resetting the tree state after every a few number of queries.
Inherits From: RestartIndicator
tf_privacy.restart_query.PeriodicRoundRestartIndicator(
period: int, warmup: Optional[int] = None
)
The indicator will maintain an internal counter as state.
Args |
|---|
period
|
The next function will return True every period number of
next calls.
|
warmup
|
The first True will be returned at the warmup times call of
next.
|
Methods
initialize
View source
initialize()
Returns initialized state of 0 for PeriodicRoundRestartIndicator.
next
View source
next(
state
)
Gets next bool indicator and advances the state.
| Args |
|---|
state
|
The current state.
|
| Returns |
|---|
A pair (value, new_state) where value is the bool indicator and new_state
of state+1.
|
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.
Last updated 2024-02-16 UTC.
[null,null,["Last updated 2024-02-16 UTC."],[],[],null,["# tf_privacy.restart_query.PeriodicRoundRestartIndicator\n\n\u003cbr /\u003e\n\n|-------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/privacy/blob/v0.9.0/privacy/privacy/dp_query/restart_query.py#L58-L102) |\n\nIndicator for resetting the tree state after every a few number of queries.\n\nInherits From: [`RestartIndicator`](../../tf_privacy/restart_query/RestartIndicator) \n\n tf_privacy.restart_query.PeriodicRoundRestartIndicator(\n period: int, warmup: Optional[int] = None\n )\n\nThe indicator will maintain an internal counter as state.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|----------|-------------------------------------------------------------------------------|\n| `period` | The `next` function will return `True` every `period` number of `next` calls. |\n| `warmup` | The first `True` will be returned at the `warmup` times call of `next`. |\n\n\u003cbr /\u003e\n\nMethods\n-------\n\n### `initialize`\n\n[View source](https://github.com/tensorflow/privacy/blob/v0.9.0/privacy/privacy/dp_query/restart_query.py#L84-L86) \n\n initialize()\n\nReturns initialized state of 0 for `PeriodicRoundRestartIndicator`.\n\n### `next`\n\n[View source](https://github.com/tensorflow/privacy/blob/v0.9.0/privacy/privacy/dp_query/restart_query.py#L88-L102) \n\n next(\n state\n )\n\nGets next bool indicator and advances the state.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ||\n|---------|--------------------|\n| `state` | The current state. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ||\n|---|---|\n| A pair (value, new_state) where value is the bool indicator and new_state of `state+1`. ||\n\n\u003cbr /\u003e"]]
View source on GitHub