def __call__(self, x):
if self.up:
h = F.unpooling_1d(x, 2, 2, 0, cover_all=False)
h = glu(self.bn0(self.cup(h)))
if self.down:
h = glu(self.bn0(self.cdown(x)))
else:
h = glu(self.bn0(self.cpara(x)))
return h
def test_unpooling_1d_invalid(self):
(x, ksize) = self._get_data(2)
with self.assertRaises(ValueError):
functions.unpooling_1d(x, ksize)
def test_unpooling_1d(self):
(x, ksize) = self._get_data(1)
testing.assert_allclose(
functions.unpooling_nd(x, ksize).data,
functions.unpooling_1d(x, ksize).data)
def test_unpooling_1d_invalid(self):
(x, ksize) = self._get_data(2)
with self.assertRaises(ValueError):
functions.unpooling_1d(x, ksize)
def test_unpooling_1d(self):
(x, ksize) = self._get_data(1)
testing.assert_allclose(
functions.unpooling_nd(x, ksize).data,
functions.unpooling_1d(x, ksize).data)
