def test_initialize_depends_on_global_rnd(self):
global_rnd.set_seed(1)
net1 = build_net(InputLayer(1) >> ForwardLayer(3))
net1.initialize(Gaussian())
global_rnd.set_seed(1)
net2 = build_net(InputLayer(1) >> ForwardLayer(3))
net2.initialize(Gaussian())
np.testing.assert_allclose(net1.param_buffer, net2.param_buffer)
def test_initialize_is_random(self):
net1 = build_net(InputLayer(1) >> ForwardLayer(3))
net1.initialize(Gaussian())
net2 = build_net(InputLayer(1) >> ForwardLayer(3))
net2.initialize(Gaussian())
self.assertFalse(np.allclose(net1.param_buffer, net2.param_buffer))