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This commit is contained in:
Martin Kristiansen
2023-07-27 10:54:01 -04:00
parent 2183dba5c5
commit 218b6d0546
148 changed files with 5486 additions and 6296 deletions
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16
invokeai/backend/image_util/seamless.py
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@ -5,12 +5,8 @@ def _conv_forward_asymmetric(self, input, weight, bias):
"""
Patch for Conv2d._conv_forward that supports asymmetric padding
"""
working = nn.functional.pad(
input, self.asymmetric_padding["x"], mode=self.asymmetric_padding_mode["x"]
)
working = nn.functional.pad(
working, self.asymmetric_padding["y"], mode=self.asymmetric_padding_mode["y"]
)
working = nn.functional.pad(input, self.asymmetric_padding["x"], mode=self.asymmetric_padding_mode["x"])
working = nn.functional.pad(working, self.asymmetric_padding["y"], mode=self.asymmetric_padding_mode["y"])
return nn.functional.conv2d(
working,
weight,
@ -32,18 +28,14 @@ def configure_model_padding(model, seamless, seamless_axes):
if seamless:
m.asymmetric_padding_mode = {}
m.asymmetric_padding = {}
m.asymmetric_padding_mode["x"] = (
"circular" if ("x" in seamless_axes) else "constant"
)
m.asymmetric_padding_mode["x"] = "circular" if ("x" in seamless_axes) else "constant"
m.asymmetric_padding["x"] = (
m._reversed_padding_repeated_twice[0],
m._reversed_padding_repeated_twice[1],
0,
0,
)
m.asymmetric_padding_mode["y"] = (
"circular" if ("y" in seamless_axes) else "constant"
)
m.asymmetric_padding_mode["y"] = "circular" if ("y" in seamless_axes) else "constant"
m.asymmetric_padding["y"] = (
0,
0,