def unpack(self, X):
ans = FNN(self.sizes, self.hid_nonlins, self.out_nonlin,
init = False)
ans.size = self.size
from opt.utils.extra import unpack
mats = unpack(self.W + self.b, X)
ans.W = mats[:len(self.sizes) - 1]
ans.b = mats[len(self.sizes) - 1:]
return ans
def unpack(self, X):
ans = RNN(self.v, self.h, self.o,
self.hid_nonlin, self.out_nonlin,
self.struct_damp_nonlin)
(ans.h_init,
ans.W_hh,
ans.W_vh,
ans.W_ho) = unpack([self.h_init,
self.W_hh,
self.W_vh,
self.W_ho],
X)
return ans
def unpack(self, X):
ans = MRNN(self.v, self.h, self.f, self.o,
self.hid_nonlin, self.out_nonlin)
(ans.h_init,
ans.W_hf,
ans.W_fh,
#ans.W_hh,
ans.f_bias,
ans.W_vh,
ans.W_vf,
ans.W_ho) = unpack([self.h_init,
self.W_hf,
self.W_fh,
#self.W_hh,
self.f_bias,
self.W_vh,
self.W_vf,
self.W_ho],
X)
return ans