def __init__(self):
self.conv0 = PFC.Conv2d(1, 16, (3, 3), pad=(1, 1), with_bias=False)
self.conv1 = PFC.Conv2d(16, 32, (3, 3), pad=(1, 1), with_bias=False)
self.bn0 = PFC.BatchNorm2d(16)
self.bn1 = PFC.BatchNorm2d(32)
self.act = F.relu
self.pool = F.max_pooling
def __init__(self):
self.conv0 = PFC.Conv2d(32, 64, (3, 3), pad=(1, 1), with_bias=False)
self.bn0 = PFC.BatchNorm2d(64)
self.affine = PFC.Affine(64, 10)
self.act = F.relu
self.pool = F.average_pooling