Skip HoVerNet Loss for pytorch 1.9.1 and older#5401
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wyli merged 1 commit intoProject-MONAI:devfrom Oct 25, 2022
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Signed-off-by: Behrooz <[email protected]>
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Hi @wyli, checking the release note for PyTorch 1.10, I did not find anything that can effect this but the code does not work with any version earlier than that. There should be something related to the cross entropy. |
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For CrossEntropy, PyTorch v1.10+ allows target values to be either class probabilities or indices, whereas v1.9- only allows for class indices, so class indices are now used. This should provide a better solution for Project-MONAI#5393 and remove the need for Project-MONAI#5401 Signed-off-by: JHancox <[email protected]>
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Signed-off-by: KumoLiu <[email protected]>
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Fixes #5469 ### Description For CrossEntropy, PyTorch v1.10+ allows target values to be either class probabilities or indices, whereas v1.9- only allows for class indices, so class indices are now used. This should provide a better solution for #5393 and remove the need for #5401 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). Signed-off-by: JHancox <[email protected]> Signed-off-by: Behrooz <[email protected]> Co-authored-by: Behrooz <[email protected]>
wyli
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Fixes #5469 ### Description For CrossEntropy, PyTorch v1.10+ allows target values to be either class probabilities or indices, whereas v1.9- only allows for class indices, so class indices are now used. This should provide a better solution for #5393 and remove the need for #5401 ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Non-breaking change (fix or new feature that would not break existing functionality). Signed-off-by: JHancox <[email protected]> Signed-off-by: Behrooz <[email protected]> Co-authored-by: Behrooz <[email protected]>
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Fixes #5393
Description
HoVerNet Loss works with PyTorch 1.10 and newer
Types of changes