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Revert "Add FP32 fallback support on sd_vae_approx"
This reverts commit 58c19545c83fa6925c9ce2216ee64964eb5129ce. Since the modification is expected to move to mac_specific.py (https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/14046#issuecomment-1826731532)
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@ -21,13 +21,7 @@ class VAEApprox(nn.Module):
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def forward(self, x):
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def forward(self, x):
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extra = 11
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extra = 11
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try:
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x = nn.functional.interpolate(x, (x.shape[2] * 2, x.shape[3] * 2))
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x = nn.functional.interpolate(x, (x.shape[2] * 2, x.shape[3] * 2))
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except RuntimeError as e:
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if "not implemented for" in str(e) and "Half" in str(e):
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x = nn.functional.interpolate(x.to(torch.float32), (x.shape[2] * 2, x.shape[3] * 2)).to(x.dtype)
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else:
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print(f"An unexpected RuntimeError occurred: {str(e)}")
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x = nn.functional.pad(x, (extra, extra, extra, extra))
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x = nn.functional.pad(x, (extra, extra, extra, extra))
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for layer in [self.conv1, self.conv2, self.conv3, self.conv4, self.conv5, self.conv6, self.conv7, self.conv8, ]:
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for layer in [self.conv1, self.conv2, self.conv3, self.conv4, self.conv5, self.conv6, self.conv7, self.conv8, ]:
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