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Cannot load Autofolio's SMAC run #194

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SeppiaBrilla opened this issue Nov 11, 2024 · 1 comment
Open

Cannot load Autofolio's SMAC run #194

SeppiaBrilla opened this issue Nov 11, 2024 · 1 comment

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@SeppiaBrilla
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Good afternoon, I am trying to load some SMAC runs created by Autofolio. Autofolio runs on an environment with Python 3.6 and SMAC version 0.13.1. DEEPCAVE is on Python 3.9. I am using a Linux system with Conda 24.3.
While trying to load the runs SMAC 3.1 almost succeeds but it throws an error "Instances are not supported." at line 167 of file runs/converter/smac3v1.py. Is there anything I can do to load Autofolios runs?
Thanks

@mwever
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mwever commented Dec 16, 2024

Hello @SeppiaBrilla,

thanks for reporting this issue. Indeed, algorithm configuration is not supported by DeepCAVE as it is currently designed for AutoML / HPO tasks. In these kind of tasks we only have a single instance from the algorithm configuration perspective and therefore, DeepCAVE has no notion of "instances" as such. So unfortunately, you cannot load Autofolio runs.

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