tff.templates.MeasuredProcessOutput
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A structure containing the output of a MeasuredProcess.next computation.
tff.templates.MeasuredProcessOutput(
state, result, measurements
)
Used in the notebooks
Attributes |
|---|
state
|
A structure that will be passed to invocation of
MeasuredProcess.next. Not intended for inspection externally, contains
implementation details of the process.
|
result
|
The result of the process given the current input and state. Using
the rules of composition, either passed to input arguments of chained a
MeasuredProcess, or concatenated with outputs of parallel
MeasuredProcesses.
|
measurements
|
Metrics derived from the computation of result. Intended for
surfacing values to track the progress of a process that are not sent to
chained MeasuredProcesses.
|
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Last updated 2024-09-20 UTC.
[null,null,["Last updated 2024-09-20 UTC."],[],[],null,["# tff.templates.MeasuredProcessOutput\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\nA structure containing the output of a [`MeasuredProcess.next`](../../tff/templates/IterativeProcess#next) computation. \n\n tff.templates.MeasuredProcessOutput(\n state, result, measurements\n )\n\n### Used in the notebooks\n\n| Used in the tutorials |\n|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| - [Implementing Custom Aggregations](https://www.tensorflow.org/federated/tutorials/custom_aggregators) - [Composing Learning Algorithms](https://www.tensorflow.org/federated/tutorials/composing_learning_algorithms) |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|----------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `state` | A structure that will be passed to invocation of [`MeasuredProcess.next`](../../tff/templates/IterativeProcess#next). Not intended for inspection externally, contains implementation details of the process. |\n| `result` | The result of the process given the current input and state. Using the rules of composition, either passed to input arguments of chained a `MeasuredProcess`, or concatenated with outputs of parallel `MeasuredProcess`es. |\n| `measurements` | Metrics derived from the computation of `result`. Intended for surfacing values to track the progress of a process that are not sent to chained `MeasuredProcess`es. |\n\n\u003cbr /\u003e"]]
View source on GitHub