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As for replacing the layers, the remainder of the layers which are not frozen are replaced With all the exact same framework as the preceding product. The weights and biases, having said that, are replaced with randomized initialization. The design can also be tuned at a learning rate of 1E-four for ten epochs. As for unfreezing the frozen layers,