reproducible example of EquinoxRuntimeError while training UDE with c… #141
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I updated the file because I made some small changes to the model formulation and because I found out that theta_true was being modified by the optimizer (somehow I tricked myself into believing it wasn't being changed even though it never made sense) which had to be ruled out (for now). Now the RuntimeError happens much earlier which is probably a good thing for the debugging process. |
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…ertain hyperparameters Update with some minor changes to the model formulation and some necessary changes to the optimization process Changed the way updates to theta_true are being prevented to a much simpler one
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…ertain hyperparameters
Added file test_ude_optimization.py that consistently throws an EquinoxRuntimeError even with max_steps=1000000 (at least on my computer). Also made changes to pyproject.toml to reflect the need to install optax. (Edit: Removed that again because it creates the issues described in #143 )