ENH: Add a script with a loss scheduler completely taking over#40
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jhlegarreta wants to merge 1 commit intomainfrom
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ENH: Add a script with a loss scheduler completely taking over#40jhlegarreta wants to merge 1 commit intomainfrom
jhlegarreta wants to merge 1 commit intomainfrom
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Add a script with a loss scheduler completely taking over: after a number of epochs, set the loss function from DiceCE to Hausdorff.
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It does not work: taking over after 200 epochs (i.e. dropping the Dice loss and using only the Hausdorff loss) makes the network forget about the previous weights, as the validation Dice drops back to 0, and thus, the learning starts over again. And now using the Hausdorff loss only, which has been proven not to be useful on its own. |
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Add a script with a loss scheduler completely taking over: after a number of epochs, set the loss function from DiceCE to Hausdorff.