def init_gru(cell, gain=1):
cell.reset_parameters()
# orthogonal initialization of recurrent weights
for _, hh, _, _ in cell.all_weights:
for i in range(0, hh.size(0), cell.hidden_size):
I.orthogonal(hh[i:i + cell.hidden_size], gain=gain)
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