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osmr avatar osmr commented on May 12, 2024

Hi, yes, the current implementation of the TF-like EfficientNet models (models with b-suffix) does not allow hybridization. EfficientNet models without b-suffix don't have such a problem.

For the EfficientNet-b model, you need to exclude the calculation of x.shape in the calc_tf_padding function. This requires careful modification of the model script (the weights will be preserved.) I can’t do this right now due to lack of time.

The standard way in this situation is to analyze what values are obtained in these places during the debug of a non-hybridized network (they will be different depending on the size of the network input!) And pass the valid values of height and width to calc_tf_padding function.

from imgclsmob.

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