justinpinkney
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Upload lhq-sg3-410.yaml
Browse files- lhq-sg3-410.yaml +42 -0
lhq-sg3-410.yaml
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model:
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network:
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dim: 512
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num_timesteps: 1000
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depth: 12
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dim_head: 64
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heads: 12
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diffusion:
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image_embed_dim: ${model.network.dim}
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timesteps: ${model.network.num_timesteps}
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cond_drop_prob: 0.2
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image_embed_scale: 1.0
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text_embed_scale: 1.0
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beta_schedule: cosine
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predict_x_start: true
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data:
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bs: 512
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format: webdataset
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path: data/webdataset/sg3-lhq-256-clip/{00000..99}.tar
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embed_noise_scale: 1.0
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sg_pkl: https://huggingface.co/justinpinkney/stylegan3-t-lhq-256/resolve/main/lhq-256-stylegan3-t-25Mimg.pkl
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clip_variant: ViT-B/32
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n_latents: 1
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latent_dim: 512
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latent_repeats:
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- 16
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val_im_samples: 64
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val_text_samples: data/text/landscape-val.txt
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val_samples_per_text: 4
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wandb_project: clip2latent
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wandb_entity: null
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name: lhq_noise_1
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device: cuda:0
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train:
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znorm_embed: false
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znorm_latent: true
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max_it: 1000000
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val_it: 10000
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lr: 0.0001
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weight_decay: 0.01
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ema_update_every: 1
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ema_beta: 0.99999
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