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Alright, let's get this model trained and see how well it performs! Training a model involves iterating over the dataset multiple times, feeding the images to the model, calculating the loss, and updating the model's parameters based on the gradients. MONAI provides a `Trainer` class that simplifies this process. However, for this example, we'll implement the training loop manually to give you a better understanding of what's happening under the hood.
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