The Dropout 1x6

Yes for both resnet 18 and 50 the curve was the same.I looked into my training data,apparently there is a class imbalance,with 600 samples belonging to class 1 and 400 belonging to class 2.Does that impact the learning process,also I am not sure why the training curve is coming out to be flat.Here is another image corresponding to training on another model with dropout and weight decay and early stopping.download (1)712568 14 KB

The Dropout 1x6

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