def export_val_one_hot_predictions(DataCenter, model):
val_predictions = predict(DataCenter, model, DataCenter.val_input_batches)
val_true = DataProcess.combine_batches(DataCenter.val_output_batches)
val_true_arg_max = np.argmax(val_true, axis=1)
return np.concatenate([val_true_arg_max.reshape(-1, 1), val_predictions],
axis=1)
def export_val_mse_predictions(DataCenter, model):
print('Line 98: Exporting Val Predictions')
val_predictions = predict(DataCenter, model, DataCenter.val_input_batches)
val_true = DataProcess.combine_batches(DataCenter.val_output_batches)
return val_predictions, val_true