def test_clonelayer(self):
"""Test a simple clonelayer with three SFA Nodes."""
sfa_node = SFABiNode(input_dim=3, output_dim=2)
clonelayer = CloneBiLayer(sfa_node, 3)
x = n.random.random((100,9))
clonelayer.train(x)
clonelayer.stop_training()
clonelayer.execute(x)
def test_clonelayer(self):
"""Test a simple clonelayer with three SFA Nodes."""
sfa_node = SFABiNode(input_dim=3, output_dim=2)
clonelayer = CloneBiLayer(sfa_node, 3)
x = n.random.random((100,9))
clonelayer.train(x)
clonelayer.stop_training()
clonelayer.execute(x)
def test_use_copies_msg(self):
"""Test the correct reaction to an outgoing use_copies message."""
stop_result = ({"clonelayer" + MSG_ID_SEP + "use_copies": True}, 1)
stop_sfa_node = SFABiNode(stop_result=stop_result,
input_dim=10, output_dim=3)
clonelayer = CloneBiLayer(node=stop_sfa_node,
n_nodes=3,
use_copies=False,
node_id="clonelayer")
x = n.random.random((100,30))
clonelayer.train(x)
clonelayer.stop_training()
assert clonelayer.use_copies is True
def test_use_copies_msg(self):
"""Test the correct reaction to an outgoing use_copies message."""
stop_result = ({"clonelayer" + MSG_ID_SEP + "use_copies": True}, 1)
stop_sfa_node = SFABiNode(stop_result=stop_result,
input_dim=10, output_dim=3)
clonelayer = CloneBiLayer(node=stop_sfa_node,
n_nodes=3,
use_copies=False,
node_id="clonelayer")
x = n.random.random((100,30))
clonelayer.train(x)
clonelayer.stop_training()
assert clonelayer.use_copies is True