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lines changed Original file line number Diff line number Diff line change @@ -256,12 +256,12 @@ class SimpleRNN(RNN):
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If `True`, process the input sequence backwards and return the
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reversed sequence.
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stateful: Boolean (default: `False`). If `True`, the last state
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- for each sample at index i in a batch will be used as initial
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- state for the sample of index i in the following batch.
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+ for each sample at index i in a batch will be used as the
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+ initial state for the sample of index i in the following batch.
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unroll: Boolean (default: `False`).
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If `True`, the network will be unrolled,
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else a symbolic loop will be used.
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- Unrolling can speed-up a RNN,
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+ Unrolling can speed-up an RNN,
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although it tends to be more memory-intensive.
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Unrolling is only suitable for short sequences.
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