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mschwoer avatar mschwoer commented on June 26, 2024

The root cause is that the n_processes settings are not propagated to score.py:train_RF(). Thus, the default value n_jobs: int = -1 is always used there, which makes GridSearchCV (according to doc) always use the maximum number of cores available. If this is bigger than 60, the crash described in #434 occurs.

Suggested solution:

  • pass n_processes settings to score.py:train_RF().
  • (optional) to make train_RF() itself robust against this issue, introduce another cpu core check (similar to the solution in 7e989bc)

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straussmaximilian avatar straussmaximilian commented on June 26, 2024

Was closed with #489. Feel free to reopen in case anything else comes up.

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