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simulation, add max_calls arg to ray.remote to avoid rayidle in gpus #1384

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simulation, add max_calls arg to ray.remote to avoid rayidle in gpus #1384

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8 changes: 4 additions & 4 deletions src/py/flwr/simulation/ray_transport/ray_client_proxy.py
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Expand Up @@ -91,7 +91,7 @@ def reconnect(
return common.DisconnectRes(reason="") # Nothing to do here (yet)


@ray.remote
@ray.remote(max_calls=1)
def launch_and_get_properties(
client_fn: ClientFn, cid: str, get_properties_ins: common.GetPropertiesIns
) -> common.GetPropertiesRes:
Expand All @@ -100,7 +100,7 @@ def launch_and_get_properties(
return client.get_properties(get_properties_ins)


@ray.remote
@ray.remote(max_calls=1)
def launch_and_get_parameters(
client_fn: ClientFn, cid: str, get_parameters_ins: common.GetParametersIns
) -> common.GetParametersRes:
Expand All @@ -109,7 +109,7 @@ def launch_and_get_parameters(
return client.get_parameters(get_parameters_ins)


@ray.remote
@ray.remote(max_calls=1)
def launch_and_fit(
client_fn: ClientFn, cid: str, fit_ins: common.FitIns
) -> common.FitRes:
Expand All @@ -118,7 +118,7 @@ def launch_and_fit(
return client.fit(fit_ins)


@ray.remote
@ray.remote(max_calls=1)
def launch_and_evaluate(
client_fn: ClientFn, cid: str, evaluate_ins: common.EvaluateIns
) -> common.EvaluateRes:
Expand Down