diff options
Diffstat (limited to 'modules/sd_hijack_clip.py')
| -rw-r--r-- | modules/sd_hijack_clip.py | 9 |
1 files changed, 7 insertions, 2 deletions
diff --git a/modules/sd_hijack_clip.py b/modules/sd_hijack_clip.py index 5443e609..16a5500e 100644 --- a/modules/sd_hijack_clip.py +++ b/modules/sd_hijack_clip.py @@ -270,12 +270,17 @@ class FrozenCLIPEmbedderWithCustomWordsBase(torch.nn.Module): z = self.encode_with_transformers(tokens)
+ pooled = getattr(z, 'pooled', None)
+
# restoring original mean is likely not correct, but it seems to work well to prevent artifacts that happen otherwise
batch_multipliers = torch.asarray(batch_multipliers).to(devices.device)
original_mean = z.mean()
- z *= batch_multipliers.reshape(batch_multipliers.shape + (1,)).expand(z.shape)
+ z = z * batch_multipliers.reshape(batch_multipliers.shape + (1,)).expand(z.shape)
new_mean = z.mean()
- z *= (original_mean / new_mean)
+ z = z * (original_mean / new_mean)
+
+ if pooled is not None:
+ z.pooled = pooled
return z
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