def __init__(self, shape, padding=None):
self.shape = shape
if padding is None:
padding = tuple((0, 0) for _ in self.shape)
elif isinstance(padding, int):
padding = tuple((padding, padding) for _ in self.shape)
self.padding = padding
assert len(self.padding) == len(self.shape)
check_class_hints(self)
def __init__(self, *, i: Conv2DInParams, f: Conv2DFiltParams, p: int,
p_out: int, s: int):
self.i = check_type(i, Conv2DInParams, "i")
self.f = check_type(f, Conv2DFiltParams, "f")
self.p = p
self.p_out = p_out
self.s = s
self.o = self.get_out_params()
if self.i.d != self.f.d:
raise ValueError(
"input d=%d and filter d=%d parameters do not match",
(self.i.d, self.f.d),
)
check_class_hints(self)
def __init__(self, *, w, h, d):
self.w = w
self.h = h
self.d = d
check_class_hints(self)
def __init__(self, *, w, h, d, l):
self.w = w
self.h = h
self.d = d
self.l = l
check_class_hints(self)