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add timeout based on process_time (cpu time) for machine learning #49

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bitranox opened this issue Jan 19, 2024 · 0 comments
Open

add timeout based on process_time (cpu time) for machine learning #49

bitranox opened this issue Jan 19, 2024 · 0 comments
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@bitranox
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bitranox commented Jan 19, 2024

introduce timeout based on cpu_time for machine learning workloads, ensuring that parameter optimizations terminate below pre-defined timeout.
This eliminates sensitivity to any other workload happening on the same host.
This would ensure that the optimization step is independent of other processes using the host.

the plan is to add a parameter use_process_time which defauls to False to use wallclock time.
if that parameter is set to True we use process_time

proposed by @cyber42

@bitranox bitranox self-assigned this Jan 19, 2024
@bitranox bitranox changed the title add timeout based on cpu_time for machine learning add timeout based on process_time (cpu time) for machine learning Jan 19, 2024
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