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I was trying to reimplement the course material for my use case which is 1D as homework, and I had a bug running the fit function when using the PyTorch dataloaders, and I noticed that our fit function implemented right before the sampling chapter uses a variable called preds in the report function, however the predictions are stored in pred during the loop, and this lead to me having inconsistent dimensions, removing the s worked out.