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This code snippet defines the cross-entropy loss function and the Adam optimizer with a learning rate of 0.001. You can experiment with different optimizers and learning rates to see how they affect the performance of your model. With the model, loss function, and optimizer defined, you're ready to start training your model on the MedNIST dataset. MONAI provides convenient tools for training and evaluating models, which we'll cover in the next section.
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