Upload Stage 1 and Stage 2 checkpoints
Browse files
configs/latent_pretrain_photo10k.yaml
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project:
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name: latent_pretrain_photo10k_b16
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output_dir: /home/jwheojjang/scratch/sr-diffusion/runs/latent_pretrain_photo10k_b16
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logging:
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wandb:
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enabled: true
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project: sr-diffusion
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name: latent_pretrain_photo10k_b16
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mode: online
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dir: /home/jwheojjang/scratch/sr-diffusion/wandb
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tags: [stage2, latent-pretrain, photo10k, b16]
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watch: false
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samples:
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enabled: true
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split: val
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fallback_split: train
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count: 4
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indices: [0, 1, 2, 3]
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seed: 1337
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autoencoder:
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config: configs/autoencoder_photo10k.yaml
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checkpoint: /home/jwheojjang/scratch/sr-diffusion/runs/autoencoder_photo10k_b16_eval_online/checkpoints/best_eval_recon.pt
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data:
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manifest: /home/jwheojjang/scratch/sr-diffusion/data/manifest_photo10k.csv
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split: train
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hr_size: 512
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scale: 4
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degradation_preset: mild
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domains:
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photo: 0
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anime: 1
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num_workers: 4
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model:
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type: lr_to_latent_predictor
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in_channels: 3
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latent_channels: 16
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base_channels: 128
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num_blocks: 8
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norm_groups: 32
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num_domains: 2
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train:
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device: auto
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dtype: bf16
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batch_size: 16
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max_steps: 50000
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lr: 0.0002
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weight_decay: 0.0
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grad_accum_steps: 1
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log_every: 50
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save_every: 1000
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sample_every: 500
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eval:
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enabled: true
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split: val
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limit: 100
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batch_size: 16
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num_workers: 4
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every: 1000
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run_at_start: true
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loss:
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latent: charbonnier
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