The
 Deep Learning with PyTorch 
Workshop by HYATT SALEH

Author:HYATT SALEH
Language: eng
Format: epub
Publisher: Packt Publishing Pvt. Ltd

Exercise 4.01: Calculating the Output Shape of a Convolutional Layer

Using the equations given, consider the following scenarios and calculate the shape of the output matrix:

Note

This exercise does not require coding, but rather consists of calculations based on the concepts we mentioned previously.

Calculate the output shape of a matrix derived from a convolutional layer with an input of shape 64 x 64 x 3 and a filter of shape 3 x 3 x 3:Output height = 64 -3 + 1 = 62

Output width = 64 - 3 + 1 = 62

Output depth = 1

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