def stack(net, level):
n = pu.copy_net_params(net)
enc_prev = None
dec_prev = None
enc = None
dec = None
for l in n.layer:
if l.name.lower().endswith('encode%03dneuron' % (level-1)):
enc = pu.copy_msg(l, LayerParameter)
for b in list(enc.bottom):
l.bottom.remove(b)
for t in list(l.top):
l.bottom.append(unicode(t)) # preserve order of layer bottoms, label as bottom has to come last
elif l.name.lower().endswith('decode%03dneuron' % (level-1)):
dec_prev = l
dec = pu.copy_msg(l, LayerParameter)
enc.name = 'encode%03dneuron' % level
dec.name = 'encode%03dneuron' % level
return n
def test_copy_net_params(self):
fpath = os.path.join(os.path.dirname(ROOT_PKG_PATH),
TEST_DATA_DIRNAME, TEST_NET_FILENAME)
parser = pu.Parser()
x = parser.from_net_params_file(fpath)
y = pu.copy_net_params(x)
assert_is_not(x, y, "References to the same instance.")
assert_is_not_none(y)
assert_equal(text_format.MessageToString(x), text_format.MessageToString(y))
def test_copy_net_params(self):
fpath = os.path.join(os.path.dirname(ROOT_PKG_PATH), TEST_DATA_DIRNAME,
TEST_NET_FILENAME)
parser = pu.Parser()
x = parser.from_net_params_file(fpath)
y = pu.copy_net_params(x)
assert_is_not(x, y, "References to the same instance.")
assert_is_not_none(y)
assert_equal(text_format.MessageToString(x),
text_format.MessageToString(y))