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[pull] master from comfyanonymous:master #198

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Merged
pull merged 1 commit into from
Jul 28, 2025
Merged

[pull] master from comfyanonymous:master #198

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8 changes: 4 additions & 4 deletions comfy/ldm/wan/vae2_2.py
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Original file line number Diff line number Diff line change
Expand Up @@ -136,7 +136,7 @@ def __init__(self, in_dim, out_dim, dropout=0.0):
if in_dim != out_dim else nn.Identity())

def forward(self, x, feat_cache=None, feat_idx=[0]):
h = self.shortcut(x)
old_x = x
for layer in self.residual:
if isinstance(layer, CausalConv3d) and feat_cache is not None:
idx = feat_idx[0]
Expand All @@ -156,7 +156,7 @@ def forward(self, x, feat_cache=None, feat_idx=[0]):
feat_idx[0] += 1
else:
x = layer(x)
return x + h
return x + self.shortcut(old_x)


def patchify(x, patch_size):
Expand Down Expand Up @@ -327,7 +327,7 @@ def __init__(self,
self.downsamples = nn.Sequential(*downsamples)

def forward(self, x, feat_cache=None, feat_idx=[0]):
x_copy = x.clone()
x_copy = x
for module in self.downsamples:
x = module(x, feat_cache, feat_idx)

Expand Down Expand Up @@ -369,7 +369,7 @@ def __init__(self,
self.upsamples = nn.Sequential(*upsamples)

def forward(self, x, feat_cache=None, feat_idx=[0], first_chunk=False):
x_main = x.clone()
x_main = x
for module in self.upsamples:
x_main = module(x_main, feat_cache, feat_idx)
if self.avg_shortcut is not None:
Expand Down
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