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Flower: A Friendly Federated Learning Framework
### Describe the bug `ray.remote` in [ray_client_proxy.py](https://github.com/adap/flower/blob/main/src/py/flwr/simulation/ray_transport/ray_client_proxy.py#L113) are repeatedly called when running simulation. Because on default, it will go `Ray::IDLE` mode and rest in GPUs, the occupied GPU memory keeps...
### What is your question? I want to implement an autoencoder and do checkpointing I created an env in python `python3 -m venv ~/python_envs/flower ` then I activated it `source...
### Describe the bug Similar to other users' problems ``` Traceback (most recent call last): File "client.py", line 106, in fl.client.start_numpy_client(server_address="[::]:8081", client=FlowerClient()) File "/opt/conda/envs/ml-federated-3.7.12/lib/python3.7/site-packages/flwr/client/app.py", line 115, in start_numpy_client grpc_max_message_length=grpc_max_message_length, File...
#### Reference Issues/PRs #### What does this implement/fix? Explain your changes. #### Any other comments?
#### Reference Issues/PRs #### What does this implement/fix? Explain your changes. Implements wrappers for Strategy and NumPyClient which can be used to add central DP to the training process. ####...
To be merged after Flower 1.0 has been released
### Describe the bug Classes derived from `Client` and `NumPyClient` can decide whether they want to override `get_properties` or not, so `get_properties` is optional. When using the gRPC-based Edge Client...
### Describe the bug There's this error during the aggregation step that appears only when I run my sever - client scripts with remote connections. If I run the server...
#### Reference Issues/PRs Inspired by #780 #### What does this implement/fix? Explain your changes. To keep track of VRAM usage by pinging for information every 0.7 seconds in a separate...