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app.py
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@@ -9,6 +9,8 @@ import stylegan2
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from stylegan2 import utils
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from huggingface_hub import hf_hub_download
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def generate_images(G, args):
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latent_size, label_size = G.latent_size, G.label_size
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device = torch.device(args.gpu[0] if args.gpu else 'cpu')
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@@ -77,6 +79,16 @@ def generate_images(G, args):
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def inference(seed):
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G = stylegan2.models.load(hf_hub_download("hr16/Gwern-TWDNEv3-pytorch_ckpt", "Gs.pth", use_auth_token=os.environ['MODEL_READING_TOKEN']))
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G.eval()
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title = "TWDNEv3 CPU Generator"
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description = "Gradio Demo for TWDNEv3 CPU Generator (stylegan2_pytorch port). To use it, simply put your random seed."
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from stylegan2 import utils
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from huggingface_hub import hf_hub_download
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from types import SimpleNamespace
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def generate_images(G, args):
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latent_size, label_size = G.latent_size, G.label_size
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device = torch.device(args.gpu[0] if args.gpu else 'cpu')
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def inference(seed):
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G = stylegan2.models.load(hf_hub_download("hr16/Gwern-TWDNEv3-pytorch_ckpt", "Gs.pth", use_auth_token=os.environ['MODEL_READING_TOKEN']))
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G.eval()
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return generate_images(
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G,
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SimpleNamespace(**{
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'truncation_psi': 0.7, #It seems like 0.7 will give the best result.
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'seeds': [seed],
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'batch_size': 1,
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'pixel_min': -1,
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'pixel_max': 1,
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}) #https://github.com/adriansahlman/stylegan2_pytorch/blob/master/run_generator.py
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)
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title = "TWDNEv3 CPU Generator"
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description = "Gradio Demo for TWDNEv3 CPU Generator (stylegan2_pytorch port). To use it, simply put your random seed."
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