add results of simple cnn benchmark

add hyperparameter optimisation run

add runs for first experiments

remove all runs due to results being not useful (error in loss function)

remove all checkpoint files from earlier runs

ignore .chpt files

run experiments comparing MSE and MAE

add hyperparameter tuning experiment with more data for focus

add so far done experiments