Is it possible to fit different data input shape, for example (10, 14, 3), to InceptionV3 model?

Question

I am trying to use Inceptionv3 model to train and test 4 class datasets, here is my train, test, and labels shapes:

X_test=Data_Test_10.reshape(22747,10,14,3)
X_t