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Update modules.py

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Justin 2022-09-26 10:39:44 +01:00 committed by GitHub
parent 5346889189
commit 3a64aae085
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1 changed files with 1 additions and 8 deletions
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ldm/modules/encoders/modules.py
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@ -188,6 +188,7 @@ class ProjectedFrozenCLIPEmbedder(AbstractEncoder):
class FrozenCLIPImageEmbedder(AbstractEncoder):
"""
Uses the CLIP image encoder.
Not actually frozen...
"""
def __init__(
self,
@ -205,14 +206,6 @@ class FrozenCLIPImageEmbedder(AbstractEncoder):
self.register_buffer('mean', torch.Tensor([0.48145466, 0.4578275, 0.40821073]), persistent=False)
self.register_buffer('std', torch.Tensor([0.26862954, 0.26130258, 0.27577711]), persistent=False)
# I didn't call this originally, but seems like it was frozen anyway
self.freeze()
def freeze(self):
self.transformer = self.transformer.eval()
for param in self.parameters():
param.requires_grad = False
def preprocess(self, x):
# Expects inputs in the range -1, 1
x = kornia.geometry.resize(x, (224, 224),