mirror of
https://github.com/comfyanonymous/ComfyUI.git
synced 2025-10-25 07:54:30 +00:00
17 lines
528 B
Python
17 lines
528 B
Python
import torch
|
|
|
|
|
|
# "Fake" VAE that converts from IMAGE B, H, W, C and values on the scale of 0..1
|
|
# to LATENT B, C, H, W and values on the scale of -1..1.
|
|
class PixelspaceConversionVAE(torch.nn.Module):
|
|
def __init__(self):
|
|
super().__init__()
|
|
self.pixel_space_vae = torch.nn.Parameter(torch.tensor(1.0))
|
|
|
|
def encode(self, pixels: torch.Tensor, *_args, **_kwargs) -> torch.Tensor:
|
|
return pixels
|
|
|
|
def decode(self, samples: torch.Tensor, *_args, **_kwargs) -> torch.Tensor:
|
|
return samples
|
|
|