Upload configs/dit_structure.yaml
Browse files- configs/dit_structure.yaml +63 -0
configs/dit_structure.yaml
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# Stage 2: Structure DiT (Rectified Flow)
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model:
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name: "SLAT-Interior-DiT"
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width: 1536
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depth: 30
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num_heads: 12
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mlp_ratio: 8192
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conditioning:
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image_encoder: "dinov3_large"
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depth_encoder: "custom_cnn"
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depth_dim: 256
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layout_encoder: "transformer"
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layout_dim: 512
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semantic_dim: 256
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optimizer:
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type: AdamW
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lr: 1.0e-4
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weight_decay: 0.01
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scheduler:
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type: linear_warmup_cosine
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warmup_steps: 10000
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training:
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batch_size: 8 # per GPU
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num_gpus: 32
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effective_batch_size: 256
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gradient_accumulation: 1
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max_steps: 400000
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mixed_precision: bf16
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save_every: 10000
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log_every: 100
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curriculum:
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- resolution: 256
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steps: 100000
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lr: 1.0e-4
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- resolution: 512
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steps: 200000
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lr: 1.0e-4
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- resolution: 1024
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steps: 100000
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lr: 2.0e-5
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data:
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dataset: "InteriorFusion-Train"
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num_workers: 8
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pin_memory: true
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flow_matching:
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sigma_min: 0.001
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sigma_max: 80.0
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p_mean: -1.2
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p_std: 1.2
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loss:
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flow_matching:
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weight: 1.0
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depth_guidance:
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weight: 0.3
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