JankowskiDaniel / Neural-Deep-Retina

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Implement training and testing loop #7

Closed JankowskiDaniel closed 3 months ago

JankowskiDaniel commented 4 months ago

Implement the main training loop according to the template:

def train_model():
      for e in range(epochs):
            train_epoch()

Moreover, implement the script for testing the model.

Both scripts should save intermediate and final results into the specified directory.

kapiblue commented 3 months ago

Testing script implemented 47abf8e42f0df81c532edc976909e09d6a34ff8d

kapiblue commented 3 months ago

Calculating metrics using torchmetrics and saving to csv implemented: cd98eb2a515eeb9a7a4f2af3414128a92355ece6

kapiblue commented 3 months ago

For now, both scripts are done.

We need to be careful with shuffling the datasets and dataloaders.