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Upload configs/nf7_v3_SNR_rd_size_stroke_train.yaml with huggingface_hub
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configs/nf7_v3_SNR_rd_size_stroke_train.yaml
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config:
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# others
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seed: 1234
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num_frames: 7
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mode: pixel
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offset_noise: true
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# model related
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models:
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config: imagedream/configs/sd_v2_base_ipmv_zero_SNR.yaml
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resume: release_models/sd-v2.1-base-4view-ipmv.pt
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# sampler related
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sampler:
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target: libs.sample.ImageDreamDiffusion
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params:
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mode: pixel
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num_frames: 7
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camera_views: [1, 2, 3, 4, 5, 0, 0]
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ref_position: 6
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random_background: false
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offset_noise: true
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resize_rate: 1.0
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# config datasets
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train_data:
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target: libs.data.DataRelativeStroke
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params:
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base_dir: train_examples
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caption_csv: train_examples/caption.csv
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image_size: 256
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repeat: 1
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camera_views: [1, 2, 3, 4, 5, 0, 0]
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ref_indexs: [0, 1, 3, 4, 5, 2]
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ref_position: 6
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split: train
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num_frames: 7
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random_background: true
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resize_rate: 0.95
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stroke_p: 0.5
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eval_size: 100
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resize_range:
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- 0.5
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- 1.0
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eval_data:
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target: libs.data.DataRelativeStroke
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params:
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base_dir: train_examples
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caption_csv: train_examples/caption.csv
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image_size: 256
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repeat: 1
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camera_views: [1, 2, 3, 4, 5, 0, 0] # camera views are relative views
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ref_indexs: [0, 1, 3, 4, 5, 2]
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ref_position: 6
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split: eval
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num_frames: 7
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random_background: true
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resize_rate: 0.95
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stroke_p: 0.5
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eval_size: 100
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resize_range:
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- 0.5
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- 1.0
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in_the_wild_images:
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target: libs.data.InTheWildImages
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params:
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base_dirs:
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- examples
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# optimizer related
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optimizer:
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lr: 5e-5
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gradient_accumulation_steps: 12
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# wandb related parameters
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project: CRM
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wandb_run_name: CRM-pixel
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wandb_mode: offline
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# training hyperparmeters
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batch_size: 16
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dataloader:
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num_workers: 10
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shuffle: true
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drop_last: true
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save_interval: 600000
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log_interval: 5000
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eval_interval: 300000
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max_step: 10000000
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