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Start Training the Deep Pitches Model
self.model.fit(training_xs, training_ys, epochs=150, batch_size=32,
callbacks=[tf.keras.callbacks.EarlyStopping(monitor='val_mse', patience=25)],
validation_data=(testing_xs, testing_ys))
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