def test_infer_shape(self):
for sp_format in sparse.sparse_formats:
for o_type in sparse.float_dtypes:
self._compile_and_check(
self.inputs,
[Binomial(sp_format, o_type)(*self.inputs)],
self._inputs,
self.op_class)
def test_op(self):
for sp_format in sparse.sparse_formats:
for o_type in sparse.float_dtypes:
f = theano.function(self.inputs,
Binomial(sp_format, o_type)(*self.inputs))
tested = f(*self._inputs)
assert tested.shape == tuple(self._shape)
assert tested.format == sp_format
assert tested.dtype == o_type
assert np.allclose(np.floor(tested.todense()),
tested.todense())