def __init__(self, space):
self.space = space
self.mask_space = SequenceMaskSpace()
self.data_space = SequenceDataSpace(space)
self.dim = space.get_total_dimension()
super(SequenceSpace, self).__init__([self.data_space, self.mask_space])
self._dtype = self._clean_dtype_arg(space.dtype)
def __init__(self, space):
self.space = space
self.mask_space = SequenceMaskSpace()
self.data_space = SequenceDataSpace(space)
self.dim = space.get_total_dimension()
super(SequenceSpace, self).__init__([self.data_space, self.mask_space])
self._dtype = self._clean_dtype_arg(space.dtype)
def _check_sizes(self, space):
"""
Called by self._format_as(space), to check whether self and space
have compatible sizes. Throws a ValueError if they don't.
"""
my_dimension = self.get_total_dimension()
other_dimension = space.get_total_dimension()
if my_dimension != other_dimension:
if isinstance(space, Conv2DSpace):
if my_dimension * space.shape[0] !=\
other_dimension:
raise ValueError(
str(self) + " with total dimension " +
str(my_dimension) + " can't format a batch into " +
str(space) + "because its total dimension\
is " + str(other_dimension))
def _check_sizes(self, space):
"""
Called by self._format_as(space), to check whether self and space
have compatible sizes. Throws a ValueError if they don't.
"""
my_dimension = self.get_total_dimension()
other_dimension = space.get_total_dimension()
if my_dimension != other_dimension:
if isinstance(space, Conv2DSpace):
if my_dimension * space.shape[0] !=\
other_dimension:
raise ValueError(str(self)+" with total dimension " +
str(my_dimension) +
" can't format a batch into " +
str(space) + "because its total dimension\
is " +
str(other_dimension))
def __init__(self, space):
self.dim = space.get_total_dimension()
self.space = space
self._dtype = self._clean_dtype_arg(space.dtype)
super(SequenceDataSpace, self).__init__(space.dtype)
def __init__(self, space):
self.dim = space.get_total_dimension()
self.space = space
self._dtype = self._clean_dtype_arg(space.dtype)
super(SequenceDataSpace, self).__init__(space.dtype)