def set_input_node_states(self, orig_size_xyz):
input_x = np.zeros(orig_size_xyz)
input_y = np.zeros(orig_size_xyz)
input_z = np.zeros(orig_size_xyz)
for x in range(orig_size_xyz[0]):
for y in range(orig_size_xyz[1]):
for z in range(orig_size_xyz[2]):
input_x[x, y, z] = x
input_y[x, y, z] = y
input_z[x, y, z] = z
input_x = normalize(input_x)
input_y = normalize(input_y)
input_z = normalize(input_z)
input_d = normalize(
np.power(
np.power(input_x, 2) + np.power(input_y, 2) +
np.power(input_z, 2), 0.5))
# input_d_l = normalize(np.power(np.power(input_x-0.5, 2) + np.power(input_y, 2) + np.power(input_z, 2), 0.5))
# input_d_r = normalize(np.power(np.power(input_x+0.5, 2) + np.power(input_y, 2) + np.power(input_z, 2), 0.5))
input_b = np.ones(
orig_size_xyz
) # TODO: check input_d (above): changed pow -> np.power without testing
for name in self.graph.nodes():
if name == "x":
self.graph.node[name]["state"] = input_x
self.graph.node[name]["evaluated"] = True
if name == "y":
self.graph.node[name]["state"] = input_y
self.graph.node[name]["evaluated"] = True
if name == "z":
self.graph.node[name]["state"] = input_z
self.graph.node[name]["evaluated"] = True
if name == "d":
self.graph.node[name]["state"] = input_d
self.graph.node[name]["evaluated"] = True
# if name == "d_r":
# self.graph.node[name]["state"] = input_d_r
# self.graph.node[name]["evaluated"] = True
if name == "b":
self.graph.node[name]["state"] = input_b
self.graph.node[name]["evaluated"] = True
def set_input_node_states(self, orig_size_xyz):
input_x = np.zeros(orig_size_xyz)
input_y = np.zeros(orig_size_xyz)
input_z = np.zeros(orig_size_xyz)
for x in range(orig_size_xyz[0]):
for y in range(orig_size_xyz[1]):
for z in range(orig_size_xyz[2]):
input_x[x, y, z] = x
input_y[x, y, z] = y
input_z[x, y, z] = z
input_x = normalize(input_x)
input_y = normalize(input_y)
input_z = normalize(input_z)
input_d = normalize(
np.power(
np.power(input_x, 2) + np.power(input_y, 2) +
np.power(input_z, 2), 0.5))
input_b = np.ones(orig_size_xyz)
for name in self.graph.nodes():
if name == "x":
self.graph.node[name]["state"] = input_x
self.graph.node[name]["evaluated"] = True
if name == "y":
self.graph.node[name]["state"] = input_y
self.graph.node[name]["evaluated"] = True
if name == "z":
self.graph.node[name]["state"] = input_z
self.graph.node[name]["evaluated"] = True
if name == "d":
self.graph.node[name]["state"] = input_d
self.graph.node[name]["evaluated"] = True
if name == "b":
self.graph.node[name]["state"] = input_b
self.graph.node[name]["evaluated"] = True