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This code snippet defines a CNN with two convolutional layers, two max-pooling layers, and three fully connected layers. The `forward` method defines the forward pass of the network, applying the convolutional layers, pooling layers, and activation functions in sequence. The `num_classes` parameter specifies the number of output classes, which is 6 for the MedNIST dataset. Once you've defined your model, you'll need to define a loss function and an optimizer. For classification tasks, the cross-entropy loss is a common choice. You can use the `torch.nn.CrossEntropyLoss` class to define the loss function.
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