tff.federated_select
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Sends selected values from a server database to clients.
tff.federated_select(
client_keys, max_key, server_val, select_fn
)
Used in the notebooks
Args |
client_keys
|
tff.CLIENTS -placed one-dimensional fixed-size non-negative
int32 keys used to select values from database to load for each
client.
|
max_key
|
A tff.SERVER -placed int32 indicating the maximum value of any
of client_keys (so that all client keys are in the range [0, max_key] ,
inclusive). Lower values may permit more optimizations.
|
server_val
|
tff.SERVER -placed value used as an input to select_fn .
|
select_fn
|
A tff.Computation which accepts unplaced server_val and a
int32 client key and returns a value to be sent to the client.
select_fn should be deterministic (nonrandom).
|
Returns |
tff.CLIENTS -placed sequences of values returned from select_fn . In each
sequence, the order of values will match the order of keys in the
corresponding client_keys tensor. For example, a client with keys
[1, 2, ...] will receive a sequence of values
[select_fn(server_val, 1), select_fn(server_val, 2), ...] .
|
Raises |
TypeError
|
If client_keys is not of type {int32[N]}@CLIENTS , if
max_key is not of type int32@SERVER , if server_val is not a
server-placed value (S@SERVER ), or if select_fn is not a function
of type <S, int32> -> RESULT .
|
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Last updated 2024-08-23 UTC.
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