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Adam(learning_rate=hp.Choice('learning_rate', values=[1e-2, 1e-3, 1e-4])) model.compile(optimizer=optimizer, loss='sparse_categorical_crossentropy', metrics=['accuracy']) return model # Define hyperband tuner tuner = kt.Hyperband( build_transformer_model, objective='val_accuracy', max_epochs=20,