google-parfait / tensorflow-federated

An open-source framework for machine learning and other computations on decentralized data.

google-parfait/tensorflow-federated Issues

Keras 3 and TF 16.1 support
Updated 14 days ago13
Installation failed
Closed 23 days ago10
Installtion failed
Closed 23 days ago5
details = "`TensorFlowExecutor::CreateValue` can only create values for TensorFlow computations and intrinsics. Found computation of type 4"
Closed a month ago10
Colab stuck at learning_process.initialize()
Closed a month ago14
perform cross-silo federated learning by TFF
Updated a month ago2
No GPU utilization when using the cpp execution context
Updated a month ago1
Exploding memory while training federated model on FLAIR Dataset
Closed a month ago3
Security policy for tensorflow federated?
Updated 2 months ago
tff.federated_computation(lambda: 'Hello World!')() stuck/hanging
Closed 2 months ago6
Stuck at learning_process.initialize() and tff.federated_computation(lambda: 'Hello, World!')()
Closed 2 months ago1
Facing error in "Learning Attribute" Please Help.
Closed 2 months ago2
Can tensorflow-federated be installed at windows ?
Closed 3 months ago1
AttributeError: module 'tensorflow._api.v2.nest' has no attribute 'map_struture'
Updated 3 months ago1
AttributeError: module 'numpy' has no attribute '_no_nep50_warning' when importing TensorFlow Federated
Updated 3 months ago6
Implemented simulation tff code to be distribute from server to clients.
Closed 4 months ago2
tensorflow federated installation
Updated 5 months ago12
TFF using model resnet，the val accuracy has always been a result of random guessing
Closed 5 months ago
OperatorNotAllowedInGraphError Traceback (most recent call last)
Updated 6 months ago
GLDV2 - Google Landmarks Download Issue
Updated 6 months ago1
Error installing Tensorflow Federated with Python 3.9
Closed 7 months ago4
An error went when I ran pip install --upgrade tensorflow-federated
Closed 7 months ago2
Documentation Issue - build_fed_kmeans
Updated 7 months ago1
LearningProcess Compatibility Error
Updated 7 months ago2
What is the refactored name of `federated_output_computation`?
Closed 8 months ago5
Documentation Issue - GCP Setup
Closed 8 months ago1
Documentation Issue - from_keras_model function
Closed 8 months ago3
AttributeError: module 'tensorflow_federated.python.simulation' has no attribute 'ClientData'
Closed 8 months ago3
Compatibility Table Missing
Updated 8 months ago
Website Missing FAQ Under Resources
Updated 9 months ago1
ValueError: Serialized size of Dataset (459161045 bytes) exceeds maximum allowed (104857600 bytes)
Updated 10 months ago
details = "Failed to run computation: {{function_node __forward_forward_pass_5516}} {{function_node __forward_forward_pass_5516}} Incompatible shapes: [32,12] vs. [32,998,12]
Closed 10 months ago8
tff differential privacy model stucks in learning process
Closed 10 months ago31
GPU Not Utilized in TensorFlow Federated Training on Google Colab
Updated 10 months ago1
AttributeError When Trying to Use build_federated_averaging_process in TensorFlow Federated
Closed a year ago1
tensorflow federated (tff): TypeError of unhashable type 'list'.
Updated a year ago
Local Client Metrics display function ?
Updated a year ago
I can't import tensorflow_federated in my anaconda environment
Updated a year ago
Can't import tensorflow_federated
Updated a year ago1
KeyError: "The name 'Identity:0' refers to a Tensor which does not exist. The operation, 'Identity', does not exist in the graph."
Closed a year ago6
How to change the total number of users in federated learning experiments? (ex) https://github.com/tensorflow/federated/blob/main/tensorflow_federated/python/simulation/datasets/emnist.py)
Updated a year ago5
UnsupportedGraphResultError: Cannot capture a result of an unsupported type tensorflow_federated.python.learning.models.keras_utils._KerasModel.
Closed a year ago2
AttributeError: module 'tensorflow_federated.python.learning' has no attribute 'build_federated_averaging_process'
Closed a year ago2
MacOS Support
Updated a year ago
Every round of an FL Computation returns the same accuracy
Closed a year ago3
installation error: subprocess-exited-with-error
Closed a year ago3
Questions about using TFF with tfdf.keras.RandomForestModel
Closed a year ago
AttributeError: module 'tensorflow_federated.python.core.backends.native' has no attribute 'set_sync_local_execution_context'
Updated a year ago7
AttributeError: module 'tensorflow_federated.python.learning' has no attribute 'from_keras_model'
Closed a year ago1
Fail to Build from Source as Lack of tensorflow_federated/tools/development
Updated a year ago2