def test_unpooling_3d_invalid(self):
(x, ksize) = self._get_data(2)
with self.assertRaises(ValueError):
functions.unpooling_3d(x, ksize)
def test_unpooling_3d(self):
(x, ksize) = self._get_data(3)
testing.assert_allclose(
functions.unpooling_nd(x, ksize).data,
functions.unpooling_3d(x, ksize).data)
def upscale2x3d(h):
return F.unpooling_3d(h, 2, 2, 0, outsize=(h.shape[2] * 2, h.shape[3] * 2, h.shape[4] * 2))
def __call__(self, x):
h = x
h = F.unpooling_3d(h, ksize=4, stride=2, pad=2, cover_all=False)
h = self.c(h)
return h
def test_unpooling_3d_invalid(self):
(x, ksize) = self._get_data(2)
with self.assertRaises(ValueError):
functions.unpooling_3d(x, ksize)
def test_unpooling_3d(self):
(x, ksize) = self._get_data(3)
testing.assert_allclose(
functions.unpooling_nd(x, ksize).data,
functions.unpooling_3d(x, ksize).data)
