tff.federated_sum
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Computes a sum at tff.SERVER of a value placed on the tff.CLIENTS.
tff.federated_sum(
value
)
To sum integer values with stronger privacy properties, consider using
tff.federated_secure_sum_bitwidth.
Args |
|---|
value
|
A value of a TFF federated type placed at the tff.CLIENTS.
|
Returns |
|---|
A representation of the sum of the member constituents of value placed
on the tff.SERVER.
|
Raises |
|---|
TypeError
|
If the argument is not a federated TFF value placed at
tff.CLIENTS.
|
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Last updated 2025-01-17 UTC.
[null,null,["Last updated 2025-01-17 UTC."],[],[],null,["# tff.federated_sum\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\nComputes a sum at [`tff.SERVER`](../tff#SERVER) of a `value` placed on the [`tff.CLIENTS`](../tff#CLIENTS). \n\n tff.federated_sum(\n value\n )\n\nTo sum integer values with stronger privacy properties, consider using\n[`tff.federated_secure_sum_bitwidth`](../tff/federated_secure_sum_bitwidth).\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|---------|--------------------------------------------------------------------------------|\n| `value` | A value of a TFF federated type placed at the [`tff.CLIENTS`](../tff#CLIENTS). |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A representation of the sum of the member constituents of `value` placed on the [`tff.SERVER`](../tff#SERVER). ||\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ------ ||\n|-------------|-----------------------------------------------------------------------------------------|\n| `TypeError` | If the argument is not a federated TFF value placed at [`tff.CLIENTS`](../tff#CLIENTS). |\n\n\u003cbr /\u003e"]]
View source on GitHub