W1, A2: Functional API

maing_rv · July 21, 2021, 1:23pm

I get this error when I run the function definition for ‘convolutional_model’ and the tests:

ValueError: Input 0 of layer max_pooling2d_19 is incompatible with the layer: expected ndim=4, found ndim=5. Full shape received: [1, None, 64, 64, 8]

I suspect there is some bug in the code while specifying the inputs or the parameters, but I can’t quite figure out what it is!

cmarquay · July 23, 2021, 12:20pm

Some reading suggestions:
Link 1
Link 2
Link 3
Link 4

Topic		Replies	Views
Week 1 Convolution_model_Application ValueError: Input 0 of layer max_pooling2d_7 is incompatible with the layer: expected ndim=4, found ndim=5. Full shape received: [1, None, 64, 64, 8] Convolutional Neural Networks	2	543	July 13, 2022
Week 1 Convolution model application issue Convolutional Neural Networks	9	596	October 2, 2021
Exercise 2 - convolutional_model - Error Convolutional Neural Networks	2	702	August 22, 2021
C4 W1 A2:Max Pooling 2d Error, understanding dimensions, where am I getting a 5D tensor Convolutional Neural Networks	4	502	May 11, 2023
ValueError: Input 0 of layer max_pooling2d_43 is incompatible with the layer: expected ndim=4, found ndim=5. Full shape received: [1, None, 64, 64, 8] Convolutional Neural Networks	3	888	August 4, 2021

W1, A2: Functional API

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