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The bottom layers which happen to be closer into the inputs (the ParallelConv1D blocks from the diagram) are frozen as well as the parameters will stay unchanged at more tuning the model. The levels which are not frozen (the higher levels that are nearer for the output, prolonged brief-time period memory (LSTM) layer, as well as classifier produced up of thoroughly connected levels from the diagram) might be even more experienced Together with the 20 EAST discharges.

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