def load(self, modelnamelist):
DBN.load(self,modelnamelist)
for i in range(self.H):
# print type(self.model[i].W)
self.W.append(self.model[i].W)
# self.W[i].copy_to_host()
# print self.W[i].numpy_array
self.dW.append(cm.CUDAMatrix(np.zeros(self.model[i].W.shape)))
self.W_inc.append(cm.CUDAMatrix(np.zeros(self.model[i].W.shape)))
self.b.append(self.model[i].hb)
self.db.append(cm.CUDAMatrix(np.zeros(self.model[i].hb.shape)))
self.b_inc.append(cm.CUDAMatrix(np.zeros(self.model[i].hb.shape)))
self.h.append(cm.empty((self.model[i].num_hid,self.batchsize)))
