Created
December 11, 2020 04:24
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| # Connect sub-models | |
| x = tf.keras.Input(shape=INPUT_DIM) | |
| code = encoder(x) | |
| x_reconstructed = decoder(code) | |
| next_code_pred = linear_dynamics(code) | |
| model = tf.keras.Model( | |
| inputs=x, | |
| outputs={'x0_reconstructed': x_reconstructed, | |
| 'y1': next_code_pred} | |
| ) | |
| # Plot model | |
| tf.keras.utils.plot_model(model, expand_nested=True) |
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