def test_ind_lstm():
a = C.sequence.input_variable(10)
b = Recurrence(IndyLSTM(20))(a)
assert b.shape == (20, )
n = np.random.random((2, 6, 10)).astype(np.float32)
b.eval({a: n})
def test_weight_dropped_lstm():
dropconnect_rate = 0.2
variationaldrop_rate = 0.1
a = C.sequence.input_variable(10)
b = Recurrence(WeightDroppedLSTM(20, dropconnect_rate),
dropout_rate_input=variationaldrop_rate,
dropout_rate_output=variationaldrop_rate)(a)
assert b.shape == (20, )
n = np.random.random((2, 6, 10)).astype(np.float32)
b.eval({a: n})