def check_backward(self, c_prev1_data, c_prev2_data, x1_data, x2_data,
c_grad, h_grad):
gradient_check.check_backward(
functions.SLSTM(),
(c_prev1_data, c_prev2_data, x1_data, x2_data),
(c_grad, h_grad), dtype=numpy.float64,
**self.check_backward_options)
def check_backward(self, c_prev1_data, c_prev2_data, x1_data, x2_data,
c_grad, h_grad):
gradient_check.check_backward(
functions.SLSTM(),
(c_prev1_data, c_prev2_data, x1_data, x2_data),
(c_grad, h_grad), eps=1e-2)
def __init__(self, n_children, n_units, n_label, classes=None):
super().__init__(n_children, n_units, n_label, classes)
self.add_link("slstm", F.SLSTM(self.n_children, n_units, n_units))
