def set_weights(self, weights):
if hasattr(self, 'save_parm'):
params = self.params + self.save_parm
else:
params = self.params
for p, w in zip(params, weights):
# print(p.name)
if p.eval().shape != w.shape:
raise Exception("Layer shape %s not compatible with weight shape %s." % (p.eval().shape, w.shape))
p.set_value(floatX(w))
def set_state(self, value_list):
assert len(self.updates) == len(value_list)
for u, v in zip(self.updates, value_list):
u[0].set_value(floatX(v))