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A model causes CNTK crash with cudnnSetPoolingNDDescriptor when invoking the pooling operator #3869

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rubbberrabbit opened this issue Aug 5, 2022 · 0 comments
Open

A model causes CNTK crash with cudnnSetPoolingNDDescriptor when invoking the pooling operator #3869

rubbberrabbit opened this issue Aug 5, 2022 · 0 comments

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@rubbberrabbit
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Hi, we find a VGG model that can cause CNTK crash with cudnnSetPoolingNDDescriptor when invoking the pooling operator in the CNTK below 2.7.0 version. The model may have generated an incorrect parameter during pooling and lacked reasonable error hints. We provide the model file and replay script at this link https://drive.google.com/drive/folders/1RJ7vCO04I2HXgKdHAK0kOaY4OdDJ4Mt7?usp=sharing .
We find this bug in CNTK-GPU version 2.7.0 with the keras version 2.2.4. The program execution stack in the crash is as follows:
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@rubbberrabbit