• Colin Brochtrup's avatar
    Add early stopping callback to pytorch trainer (#8581) · 8ffc01a7
    Colin Brochtrup authored
    * Add early stopping patience and minimum threshold metric must improve to prevent early stopping to pytorch trainer
    
    * Add early stopping test
    
    * Set patience counter to 0 if best metric not defined yet
    
    * Make early stopping a callback. Add callback event for updating the best metric for early stopping callback to trigger on.
    
    * Run make style
    
    * make funciton name sensible
    
    * Improve new argument docstring wording and hope that flakey CI test passes.
    
    * Use on_evaluation callback instead of custom. Remove some debug printing
    
    * Move early stopping arguments and state into early stopping callback
    
    * Run make style
    
    * Remove old code
    
    * Fix docs formatting. make style went rogue on me.
    
    * Remove copied attributes and fix variable
    
    * Add assertions on training arguments instead of mutating them. Move comment out of public docs.
    
    * Make separate test for early stopping callback. Add test of invalid arguments.
    
    * Run make style... I remembered before CI this time!
    
    * appease flake8
    
    * Add EarlyStoppingCallback to callback docs
    
    * Make docstring EarlyStoppingCallabck match other callbacks.
    
    * Fix typo in docs
    8ffc01a7
callback.rst 3.49 KB