def evaluate(self, data, prm):
data_pred = DataProvider()
data_pred.copy_from(data)
data_pred.Xtr = self.net.predict(data_pred.Xtr,
batch_size=prm.batch_size,
verbose=1)
data_pred.Xde = self.net.predict(data_pred.Xde,
batch_size=prm.batch_size,
verbose=1)
data_pred.Xte = self.net.predict(data_pred.Xte,
batch_size=prm.batch_size,
verbose=1)
return data_pred
