tensorflow-federated

tensorflow-federated

Why is there only limited usage of thread pools in TensorFlow-Federated?

How to create a tensorflow-Federated float-point tensor, placed at `tff.CLIENTS`?

How to convert my dataset into federated dataset

Why we should discuss the convergence analysis?

How to build a federated system with CSV dataset with SparkNL library?

Validation accuracy does not improve during training round

Database of server

TFF : Modify the value of state

TFF: 'trainable=True ' causes decrinsing of accuracy

Tensorflow Federated learning on multiple machines

How to gather all client weights at server in TFF?

Limited number of clients used in federated learning

how to apply custom encoders to multiple clients at once? how to use custom encoders in run_one_round?

AttributeError: module 'tensorflow_federated.python.common_libs.structure' has no attribute 'update_struct'

TFF : change the code have no effect in changing test accuracy values

custom aggregators with client_states as states

Does TFF support deployment across different devices and clouds?

When will TensorFlow Federated be ready for production?

How to change clipping and noise parameters during differentially private training with Tensorflow Federated

centralized vs. federated convergence

Clipping of clients' updates in DP-FedAvg

TFF : every client do a pretrain function instead of build_federated_averaging_process

How to get rid of placements(SERVER or CLIENTS) so that I can transform float32#SERVER to float32?

Tensorflow federated (TFF) 0.19 performs significantly worse than TFF 0.17 when running "Building Your Own Federated Learning Algorithm" tutorial

In FL, can clients train different model architectures?

use tff.learning.build_federated_evaluation instead of keras_evaluate

How to print state of model in Federated learning

What does intial_clip_norm mean in gaussian adaptive clipping in TFF?

TFF: Does TFF support any other models except neurel networks?

the initialize computation to construct the server state

Federating learning process with poisson subsampling of participants

TFF: What is difference between two type?

TFF : test accuracy fluctuate

Accuracy of non IID is better than accuracy of IID data

How can I construct function for client selection?

Does TFF serializalize functions of another library?

How to make prediction with TFF?

How to load ServerState.optimizer_state to continue training in Tensorflow Federated

Why Resnet50 with TFF does not give good results

Tensorflow-federated 0.17.0 is totally GPU or GPU and CPU?

Function instantiation has undefined input shape at index: 116 in the outer inference context

difference between tff.learning.from_compiled_keras_model and tff.learning.from_keras_model

TFF: Remote Executor

Why accuracy does not increase

Tensorflow federated : How to map the remote-worker with remote datasets in iterative_process.next?

TensorFlowFederated: Passing tensor to tff.federated_computation

Is there a way to load multiple .h5 model files as corresponding clients(tff.Clients) and run federated averaging?

Other compression methods for Federated Learning

Is there a way for TFF clients to have internal states?

Learning rate setting when calling the function tff.learning.build_federated_averaging_process

What exactly happens when we call IterativeProcess.next on federated training data?

transfer knowledge learned from distributed source domains

Is there a way to cast a federated value?

FedProx with TensorFlow Federated

TFF: Custom input spec with custom data set - TypeError: object of type 'TensorSpec" has no len()

When using building a federated averaging process - TypeError: Expected a callable.... found Enhanced Model

NameError: name 'FileCheckpointManager' is not defined while saving model

TFF: accuracy is not increasing while simulating random samples of users

TFF: How create a Non-IID dataset

Can Server broadcast the max number of examples to every client in a train cycle in FL? Is this action an invasion of privacy?

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