🍀 Challenge: Define the Convolution Neural Network Architecture

In this challenge, you are required to define the convolutional neural network (CNN) architecture, the loss function, and the optimiser for the Fashion MNIST data classification.

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Problem statement

The dataset for this challenge is taken from kaggle, which contains the data in a CSV format.

Let’s go over the dataset first. The dataset has similar dimensions to the MNIST dataset. The FMNISTDataset class is the same as that of the MNIST class defined here.

Run the code below to have a look at the Fashion MNIST images.

📝 For simplicity, we have taken a chunk of the dataset.

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