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LSTM two-dimensional data input how to proceed?

Time:10-28

Is excuse me if LSTM input is 10 * 16 two-dimensional data, using such a 2 d data to predict four bits (e.g., 0011), then the LSTM input what kind of? Is every 1 * 16 input data, lose 10 times to complete a two-dimensional data input, or how a form?
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