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efficientnet_3d's Issues

Too long to load

Hi,

It took me more than 5 minutes to load the model but it still fails. Could you help me with it?

How to do the pretrain?

Hello,

This is a great work and thank you. From your README I assume you do pretrain in the imageNet? How to pretrain a 3D model in a 2D image dataset? Thanks!

Best,
Jieneng

Training not starting

Hi,
As a part of improving my 3d mri scan classification. 2d efficient net was just not capable for 3d , so I used this repo. I have a average kaggle gpu , but when I used this model with shape (50, 18,18,3) and ran model.fit , training did not start it only printed 'Epoch 1/10' even with steps_per_epoch=1 . Tried running it on a single image, with predict function still nothing pops up. This is not an computation problem as pytorch users ran it successfully without any problem, though they used grayscale image. And bigger image size.

Help will be appreciated,
Thank you

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