def extract_convsdae_ytf(slope=0.0):
return extractconvSDAE(dim=[3, 50, 50, 50, 50, 10],
output_padding=[1, 0, 1, 0],
numpen=4,
slope=slope)
def extract_convsdae_yale(slope=0.0):
return extractconvSDAE(dim=[1, 50, 50, 50, 50, 50, 10],
output_padding=[(0, 0), (1, 1), (1, 1), (0, 1),
(0, 1)],
numpen=6,
slope=slope)
def extract_convsdae_coil100(slope=0.0):
return extractconvSDAE(dim=[3, 50, 50, 50, 50, 50, 10],
output_padding=[0, 1, 1, 1, 1],
numpen=4,
slope=slope)