Distributed computing for lifelines? #1211
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CamDavidsonPilon
MarkPundurs
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It appears that lifelines is built to run on a single machine. Is there a way to distribute the computations across multiple servers in a cluster? |
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Answered by
CamDavidsonPilon
Jan 28, 2021
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Hi @MarkPundurs - not natively though. I don't know much about how modern distributed system handle sequential algorithms (lifelines internals use second-order minimization routines). Training multiple models across a cluster (one per machine) is possible, though. |
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Thanks, @CamDavidsonPilon ! |
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MarkPundurs
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Hi @MarkPundurs - not natively though. I don't know much about how modern distributed system handle sequential algorithms (lifelines internals use second-order minimization routines). Training multiple models across a cluster (one per machine) is possible, though.