def test_SameInputLayer():
layer = mh.SameInputLayer(_pca_nodes([10, 10, 10], [5, 3, 1]))
x = numx_rand.random([100, 10]).astype('f')
layer.train(x)
y = layer.execute(x)
assert layer.dtype == numx.dtype('f')
assert y.dtype == layer.dtype
def testRect2d_get_out_channel_node():
sboard = mh.Rectangular2dSwitchboard(in_channels_xy=(5, 4),
in_channel_dim=2,
field_channels_xy=(3, 2),
field_spacing_xy=(1, 2))
x = numx.array(
[range(0, sboard.input_dim),
range(101, 101 + sboard.input_dim)])
y = sboard.execute(x)
# routing layer
nodes = [
sboard.get_out_channel_node(index)
for index in xrange(sboard.output_channels)
]
layer = mh.SameInputLayer(nodes)
layer_y = layer.execute(x)
assert (y == layer_y).all()