def __init__(self, with_bp=True):
super(CP, self).__init__(
#conv1 = LX.Convolution2DCP( 1, 32, 5, with_bp=with_bp),
conv1s=LX.Convolution2DCP(1, 32, 3, with_bp=with_bp),
conv2=LX.Convolution2DCP(32, 256, 5, with_bp=with_bp, pad=1),
conv2s=LX.Convolution2DCP(32, 256, 3, with_bp=with_bp),
)
def __init__(self, with_bp=True):
super(CP, self).__init__(
#conv1 = LX.Convolution2DCP( 3, 128, 5, with_bp=with_bp),
conv1s=LX.Convolution2DCP(3, 128, 3, with_bp=with_bp),
#conv2l = LX.Convolution2DCP(128, 128, 7, with_bp=with_bp, pad=2),
conv2=LX.Convolution2DCP(128, 128, 5, with_bp=with_bp, pad=1),
conv2s=LX.Convolution2DCP(128, 128, 3, with_bp=with_bp),
)
def __init__(self, with_bp=True):
super(CP, self).__init__(
conv1xl=LX.Convolution2DCP(3,
256,
11,
stride=4,
pad=1,
with_bp=with_bp),
conv1=LX.Convolution2DCP(3, 256, 9, stride=4, with_bp=with_bp),
conv1m=LX.Convolution2DCP(3, 256, 7, stride=4, with_bp=with_bp),
conv1s=LX.Convolution2DCP(3, 256, 5, stride=4, with_bp=with_bp),
conv1xs=LX.Convolution2DCP(3, 256, 3, stride=4, with_bp=with_bp),
conv2=LX.Convolution2DCP(1280, 1024, 5, pad=1, with_bp=with_bp),
conv2s=LX.Convolution2DCP(1280, 1024, 3, with_bp=with_bp),
conv3=LX.Convolution2DCP(2048, 1024, 5, pad=1, with_bp=with_bp),
conv3s=LX.Convolution2DCP(2048, 1024, 3, with_bp=with_bp),
)
self.insize = 227