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albermax / innvestigate

A toolbox to iNNvestigate neural networks' predictions!
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ZeroPadding2D object #211

Open dripoll53 opened 4 years ago

dripoll53 commented 4 years ago

I'm trying to use innvestigate 1.8 to analyze a transfer-learning model I built using resnet50. I run one of the examples in the distribution: python train_pattern_imagenet.py resnet50 >& TRA-OUT-ResNet50 and got the following message: File "/home/dripoll/miniconda3/envs/INNV/lib/python3.6/site-packages/innvestigate-1.0.8-py3.6.egg/innvestigate/tools/pattern.py", line 367, in init % layer) Exception: Model contains not supported layer: <keras.layers.convolutional.ZeroPadding2D object at 0x7f12ae2fa358>

I saw that the ZeroPadding2d layer used in Rensnet50 is missing in the declaration of supported layers (SUPPORTED_LAYER_PATTERNNET) in innvestigate/analyzer/pattern_based.py Is there any work around? -Thanks

gre-da commented 3 years ago

I am facing the same issue -did you find a work around?