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| author | Volpeon <git@volpeon.ink> | 2023-04-13 07:14:24 +0200 |
|---|---|---|
| committer | Volpeon <git@volpeon.ink> | 2023-04-13 07:14:24 +0200 |
| commit | a0b63ee7f4a8c793c0d200c86ef07677aa4cbf2e (patch) | |
| tree | 6a695b2b5a73cebc35ff9e581c70f1a0e75b62e8 /models/convnext | |
| parent | Experimental convnext discriminator support (diff) | |
| download | textual-inversion-diff-a0b63ee7f4a8c793c0d200c86ef07677aa4cbf2e.tar.gz textual-inversion-diff-a0b63ee7f4a8c793c0d200c86ef07677aa4cbf2e.tar.bz2 textual-inversion-diff-a0b63ee7f4a8c793c0d200c86ef07677aa4cbf2e.zip | |
Update
Diffstat (limited to 'models/convnext')
| -rw-r--r-- | models/convnext/discriminator.py | 8 |
1 files changed, 1 insertions, 7 deletions
diff --git a/models/convnext/discriminator.py b/models/convnext/discriminator.py index 7dbbe3a..571b915 100644 --- a/models/convnext/discriminator.py +++ b/models/convnext/discriminator.py | |||
| @@ -15,13 +15,7 @@ class ConvNeXtDiscriminator(): | |||
| 15 | self.img_std = torch.tensor(IMAGENET_DEFAULT_STD).view(1, -1, 1, 1) | 15 | self.img_std = torch.tensor(IMAGENET_DEFAULT_STD).view(1, -1, 1, 1) |
| 16 | 16 | ||
| 17 | def get_score(self, img): | 17 | def get_score(self, img): |
| 18 | img_mean = self.img_mean.to(device=img.device, dtype=img.dtype) | 18 | pred = self.get_all(img) |
| 19 | img_std = self.img_std.to(device=img.device, dtype=img.dtype) | ||
| 20 | |||
| 21 | img = ((img+1.)/2.).sub(img_mean).div(img_std) | ||
| 22 | |||
| 23 | img = F.interpolate(img, size=(self.input_size, self.input_size), mode='bicubic', align_corners=True) | ||
| 24 | pred = self.net(img) | ||
| 25 | return torch.softmax(pred, dim=-1)[:, 1] | 19 | return torch.softmax(pred, dim=-1)[:, 1] |
| 26 | 20 | ||
| 27 | def get_all(self, img): | 21 | def get_all(self, img): |