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Keras-tuner gets stuck after arbitrary number of trials using WSL

I recently had to switch to using WSL 2 in order to enable GPU computing with Tensorflow. I had a piece of code working on windows (CPU) that tunes three hyperparameters using keras-tuner. However, when switching to WSL 2, suddenly, after X trials, the tuning stops: