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flower-async's Introduction

  • 👋 Hi, I’m @r-gg
  • 👀 I’m interested in Software Engineering, Distributed / Cloud Computing and Machine Learning
  • 🌱 I’m currently studying at TU Wien (Master: Software Engineering and Internet Computing)

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flower-async's Issues

Usage with `flwr[simulation]`

I am trying to get flower-async running in the simulation mode. After a bit of tinkering, I am stuck with the following error.

INFO : Sampling failed: number of available free clients (1) is less than number of requested free clients (2).

flower-async/async_server.py

Lines 104 to 107 in ed7bbeb

log(INFO, "Initializing global parameters")
self.parameters = self._get_initial_parameters(timeout=timeout)
log(INFO, "Evaluating initial parameters")
res = self.strategy.evaluate(0, parameters=self.parameters)

As I understand it, it is due to the client not getting freed after being sampled for the initial parameters.
Any insight into how to fix the same / Have you gotten the simulation running?
Do I need to write a custom simulation class to get it working?

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