def __init__(self, opt=None):
super(StyleContentLoss, self).__init__()
self.vgg = VGG19().cuda()
self.mse_loss = nn.MSELoss()
self.mse_loss_sum = nn.MSELoss(reduction="sum")
self.opt = opt
def __init__(self, gpu_ids):
super(VGGLoss, self).__init__()
self.vgg = VGG19().cuda()
self.criterion = nn.L1Loss()
self.weights = [1.0 / 32, 1.0 / 16, 1.0 / 8, 1.0 / 4, 1.0]
def __init__(self, gpu_ids):
super(VGGLoss, self).__init__()
# modification: change the pretrained vgg network to only use cuda if enabled
self.vgg = VGG19().cuda() if len(gpu_ids) > 0 else VGG19()
self.criterion = nn.L1Loss()
self.weights = [1.0 / 32, 1.0 / 16, 1.0 / 8, 1.0 / 4, 1.0]