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alfabill commited on
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bcc2bf3
1 Parent(s): 77679f0

Update app.py

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Files changed (1) hide show
  1. app.py +2 -2
app.py CHANGED
@@ -113,7 +113,7 @@ def text_to_face_generate(text):
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  optimizer_pi = Adam((pi,), lr=5e-3)
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  # optimization
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- for _ in range(100):
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  soft_pi = F.softmax(pi, dim=1)
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  w_prime = soft_pi * w
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  w_prime = w_prime.sum(dim=1)
@@ -160,7 +160,7 @@ def face_to_face_interpolate(image1, image2, interp_lambda=0.5):
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  optimizer_w = SGLD((w,), lr=1e-1, momentum=0.99, noise_std=0.01, device=device)
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  # optimization
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- for _ in range(100):
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  _, _, pred_clip_latent, _, _ = model(x=w, x_type='gan_latent', times_augment_pred_image=50)
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  l = loss(target_clip_latent, pred_clip_latent)
 
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  optimizer_pi = Adam((pi,), lr=5e-3)
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  # optimization
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+ for _ in range(10):
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  soft_pi = F.softmax(pi, dim=1)
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  w_prime = soft_pi * w
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  w_prime = w_prime.sum(dim=1)
 
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  optimizer_w = SGLD((w,), lr=1e-1, momentum=0.99, noise_std=0.01, device=device)
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  # optimization
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+ for _ in range(10):
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  _, _, pred_clip_latent, _, _ = model(x=w, x_type='gan_latent', times_augment_pred_image=50)
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  l = loss(target_clip_latent, pred_clip_latent)