tff.aggregators.WeightedAggregationFactory
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Factory for creating tff.templates.AggregationProcess with weights.
Methods
create
View source
@abc.abstractmethod
create(
value_type: ValueType, weight_type: ValueType
) -> tff.templates.AggregationProcess
Creates a tff.aggregators.AggregationProcess with weights.
The provided value_type and weight_type are non-federated tff.Types.
That is, neither is a tff.FederatedType.
The returned tff.aggregators.AggregationProcess will be created
for aggregation of pairs of values matching value_type and weight_type
placed at tff.CLIENTS. That is, its next method will expect type
<S@SERVER, {value_type}@CLIENTS, {weight_type}@CLIENTS>, where S is the
unplaced return type of its initialize method.
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Last updated 2024-09-20 UTC.
[null,null,["Last updated 2024-09-20 UTC."],[],[],null,["# tff.aggregators.WeightedAggregationFactory\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\nFactory for creating [`tff.templates.AggregationProcess`](../../tff/templates/AggregationProcess) with weights.\n\nMethods\n-------\n\n### `create`\n\n[View source](https://github.com/tensorflow/federated/blob/v0.87.0\nVersion 2.0, January 2004\nLicensed under the Apache License, Version 2.0 (the) \n\n @abc.abstractmethod\n create(\n value_type: ValueType, weight_type: ValueType\n ) -\u003e ../../tff/templates/AggregationProcess\n\nCreates a `tff.aggregators.AggregationProcess` with weights.\n\nThe provided `value_type` and `weight_type` are non-federated [`tff.Type`](../../tff/types/Type)s.\nThat is, neither is a [`tff.FederatedType`](../../tff/types/FederatedType).\n\nThe returned `tff.aggregators.AggregationProcess` will be created\nfor aggregation of pairs of values matching `value_type` and `weight_type`\nplaced at [`tff.CLIENTS`](../../tff#CLIENTS). That is, its `next` method will expect type\n`\u003cS@SERVER, {value_type}@CLIENTS, {weight_type}@CLIENTS\u003e`, where `S` is the\nunplaced return type of its `initialize` method.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ||\n|---------------|-----------------------------------------------------|\n| `value_type` | A non-federated [`tff.Type`](../../tff/types/Type). |\n| `weight_type` | A non-federated [`tff.Type`](../../tff/types/Type). |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ||\n|---|---|\n| A [`tff.templates.AggregationProcess`](../../tff/templates/AggregationProcess). ||\n\n\u003cbr /\u003e"]]
View source on GitHub