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# statsforecasts
Slackbot
08/22/2023, 6:45 AMThis message was deleted.
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Bradley de Leeuw
08/22/2023, 10:45 AMAs for point 2:
We’ve tried running the StatsForecast models on both M1 and Intel based Macbook Pro’s and the result is always the same: the notebook kernel just kind of freezes and it’s left running for several hours (likely compiling?) but nothing ever finishes.
When I try it on one of our remote linux servers, it runs quite smooth. Any ideas?
k
Kevin Kho
08/22/2023, 7:14 PMYou may be trying too many combinations? Are you using default parameters?
To avoid Division by Zero, you can add 0.001 to the timeseries
Yes you should fill since statsforecast drops missing rows.
Kevin Kho
08/22/2023, 7:14 PMWhat are your specs of your machine?
Kevin Kho
08/22/2023, 7:15 PM@Bradley de Leeuw, i don’t know for sure, but maybe you can try turning off parallelism and seeing if it helps? There is a default parameter n_jobs = -1. Try setting it to 1 and see if it helps stability. If it does, I might have other ideas
Kevin Kho
08/22/2023, 7:17 PMCan you show me the traceback of the compilation issue?
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Michel Marinkovic
08/22/2023, 7:17 PMIn the Macbook I have 32 GB of RAM. I tried tunning the parameters without luck. What is the approach to work with too many combinations?
k
Kevin Kho
08/22/2023, 7:20 PM32 GB is a lot. That should be fine. You’re not using the default parameters right?
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Michel Marinkovic
08/22/2023, 7:25 PMThis is the last msg, in this case I'm running the example of the documentation, and it should run in seconds in the Macbook, but it never finishes.
The other model I'm running it in my other PC with 12 GB RAM. (The one with more combinations)
k
Kevin Kho
08/22/2023, 7:27 PMAre you familiar with numba? I think if it’s like this, we might just wanna disable it
Kevin Kho
08/22/2023, 7:37 PMBased on this issue , there isn’t much we can do here. The best idea I have is to try an environment variable:
Copy code
NUMBA_DISABLE_JIT=1Kevin Kho
08/22/2023, 7:39 PMOr before you import `statsforecast`:
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import os
os.environ['NUMBA_DISABLE_JIT'] = '1'm
Michel Marinkovic
08/23/2023, 4:12 AMI'll give it a shot, thanks Kevin!
Michel Marinkovic
08/23/2023, 10:53 PMIt's difficult to know if it's running, but the message changed. Is there anyway to log the iterations or something like that?
k
Kevin Kho
08/24/2023, 12:35 AMmaybe
verbose=TrueStatsForecastm
Michel Marinkovic
08/24/2023, 4:21 AMLet me see, I'm trying it right now, thanks
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