Module: tff.templates
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Templates for commonly used computations.
Classes
class AggregationProcess: A stateful process that aggregates values.
class EstimationProcess: A stateful process that can compute an estimate of some value.
class IterativeProcess: A process that includes an initialization and iterated computation.
class MeasuredProcess: A stateful process that produces metrics.
class MeasuredProcessOutput: A structure containing the output of a MeasuredProcess.next computation.
Functions
chain_measured_processes(...): Creates a composition of multiple tff.templates.MeasuredProcesses.
concatenate_measured_processes(...): Creates a concatenation of multiple tff.templates.MeasuredProcesses.
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Last updated 2024-09-20 UTC.
[null,null,["Last updated 2024-09-20 UTC."],[],[],null,["# Module: tff.templates\n\n\u003cbr /\u003e\n\n|-------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/federated/blob/v0.87.0 Version 2.0, January 2004 Licensed under the Apache License, Version 2.0 (the) |\n\nTemplates for commonly used computations.\n\nClasses\n-------\n\n[`class AggregationProcess`](../tff/templates/AggregationProcess): A stateful process that aggregates values.\n\n[`class EstimationProcess`](../tff/templates/EstimationProcess): A stateful process that can compute an estimate of some value.\n\n[`class IterativeProcess`](../tff/templates/IterativeProcess): A process that includes an initialization and iterated computation.\n\n[`class MeasuredProcess`](../tff/templates/MeasuredProcess): A stateful process that produces metrics.\n\n[`class MeasuredProcessOutput`](../tff/templates/MeasuredProcessOutput): A structure containing the output of a [`MeasuredProcess.next`](../tff/templates/IterativeProcess#next) computation.\n\nFunctions\n---------\n\n[`chain_measured_processes(...)`](../tff/templates/chain_measured_processes): Creates a composition of multiple [`tff.templates.MeasuredProcess`](../tff/templates/MeasuredProcess)es.\n\n[`concatenate_measured_processes(...)`](../tff/templates/concatenate_measured_processes): Creates a concatenation of multiple [`tff.templates.MeasuredProcess`](../tff/templates/MeasuredProcess)es."]]
View source on GitHub