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The underside levels that happen to be nearer towards the inputs (the ParallelConv1D blocks while in the diagram) are frozen as well as the parameters will keep unchanged at more tuning the model. The layers which aren't frozen (the upper levels that happen to be closer for the output, very long limited-time period memory (LSTM) layer, along with t
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