Revert back to support input-hidden weights sharing between bi-directional RNNs. #224
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…ional RNNs. 1. Add options to enable and disable RNN weights sharing. 2. Set rnn_layer_size to 2048 by default. 3. Revert back the striding steps of 1st conv layer from 2 to 3. 4. Revert back to BRelu. Above follows DS2 papers.
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Above follows DS2 papers.