gram
gram(x)
x
content_loss
content_loss(pred, targ, fts, layer_ws=None)
pred
targ
fts
layer_ws
None
style_loss
style_loss(pred, targ, fts, layer_ws=None, stl_ws=None)
stl_ws
tv_loss
tv_loss(pred, *_)
_
pixel_loss
pixel_loss(pred, targ, fts, base_loss='mse_loss', **kwargs)
base_loss
'mse_loss'
kwargs
class
FastStyleLoss
FastStyleLoss(stl_w=300000.0, cnt_w=1, tv_w=20, stl_loss=None, cnt_loss=None, tv_loss=None)
stl_w
300000.0
cnt_w
1
tv_w
20
stl_loss
cnt_loss
SuperResLoss
SuperResLoss(pixel_loss=None, cnt_loss=None)