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set __layout__ attribute for FusedRNNCell output states #6747

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Jun 20, 2017
Merged

set __layout__ attribute for FusedRNNCell output states #6747

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c1fd788
set __layout__ attr for FucedRNNCell output states
formath Jun 19, 2017
c11a64a
right usage not that in desc
formath Jun 19, 2017
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4 changes: 4 additions & 0 deletions python/mxnet/rnn/rnn_cell.py
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Original file line number Diff line number Diff line change
Expand Up @@ -672,11 +672,15 @@ def unroll(self, length, inputs, begin_state=None, layout='NTC', merge_outputs=N
mode=self._mode, name=self._prefix+'rnn',
**states)

attr = {'__layout__' : 'LNC'}
if not self._get_next_state:
outputs, states = rnn, []
elif self._mode == 'lstm':
rnn[1]._set_attr(**attr)
rnn[2]._set_attr(**attr)
outputs, states = rnn[0], [rnn[1], rnn[2]]
else:
rnn[1]._set_attr(**attr)
outputs, states = rnn[0], [rnn[1]]

if axis == 1:
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