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| author | AUTOMATIC <16777216c@gmail.com> | 2022-12-10 06:14:30 +0000 |
|---|---|---|
| committer | AUTOMATIC <16777216c@gmail.com> | 2022-12-10 06:14:45 +0000 |
| commit | 7dbfd8a7d8aefec7283b456c6f5b000ae4d3496d (patch) | |
| tree | 1fbb4d81ced27863380f8fab80305519b8014e59 /modules/sd_hijack_unet.py | |
| parent | 2641d1b83bca6961ab1367fd9b67ebd8a94af35b (diff) | |
| download | stable-diffusion-webui-gfx803-7dbfd8a7d8aefec7283b456c6f5b000ae4d3496d.tar.gz stable-diffusion-webui-gfx803-7dbfd8a7d8aefec7283b456c6f5b000ae4d3496d.tar.bz2 stable-diffusion-webui-gfx803-7dbfd8a7d8aefec7283b456c6f5b000ae4d3496d.zip | |
do not replace entire unet for the resolution hack
Diffstat (limited to 'modules/sd_hijack_unet.py')
| -rw-r--r-- | modules/sd_hijack_unet.py | 30 |
1 files changed, 30 insertions, 0 deletions
diff --git a/modules/sd_hijack_unet.py b/modules/sd_hijack_unet.py new file mode 100644 index 00000000..1b9d7757 --- /dev/null +++ b/modules/sd_hijack_unet.py @@ -0,0 +1,30 @@ +import torch
+
+
+class TorchHijackForUnet:
+ """
+ This is torch, but with cat that resizes tensors to appropriate dimensions if they do not match;
+ this makes it possible to create pictures with dimensions that are muliples of 8 rather than 64
+ """
+
+ def __getattr__(self, item):
+ if item == 'cat':
+ return self.cat
+
+ if hasattr(torch, item):
+ return getattr(torch, item)
+
+ raise AttributeError("'{}' object has no attribute '{}'".format(type(self).__name__, item))
+
+ def cat(self, tensors, *args, **kwargs):
+ if len(tensors) == 2:
+ a, b = tensors
+ if a.shape[-2:] != b.shape[-2:]:
+ a = torch.nn.functional.interpolate(a, b.shape[-2:], mode="nearest")
+
+ tensors = (a, b)
+
+ return torch.cat(tensors, *args, **kwargs)
+
+
+th = TorchHijackForUnet()
|