v12.6 Light GBM Performance

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dkuzanek76
dkuzanek76 Dataiku DSS Core Designer, Registered Posts: 1

I upgraded (in-place) from v11 to v12 and am re-training ML models ... Light GBM is crashing now (running out of memory) - hyperparameters and algorithm preset's are exactly the same ... is there a know issue with Light GBM in v12 consuming more resources now ?


Operating system used: Ubuntu Linux

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  • Alexandru
    Alexandru Dataiker, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 1,209 Dataiker
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    Hi,
    Could you please open a support ticket with the model training diagnostics from the v11 session and v12 session + your code env diagnostics so we can investigate?

    Model training diagnostics are found here:
    Screenshot 2024-05-20 at 7.59.47 AM.png

    Code env diagnostics ->
    Screenshot 2024-05-20 at 8.01.16 AM.png

    THanks

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