47 lines
1.1 KiB
YAML
47 lines
1.1 KiB
YAML
general:
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name: 'graph_dit'
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wandb: 'disabled'
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gpus: 1
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resume: null
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test_only: null
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sample_every_val: 2500
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samples_to_generate: 512
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samples_to_save: 3
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chains_to_save: 1
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log_every_steps: 50
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number_chain_steps: 8
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final_model_samples_to_generate: 10000
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final_model_samples_to_save: 20
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final_model_chains_to_save: 1
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enable_progress_bar: False
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save_model: True
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model:
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type: 'discrete'
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transition: 'marginal'
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model: 'graph_dit'
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diffusion_steps: 500
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diffusion_noise_schedule: 'cosine'
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guide_scale: 2
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hidden_size: 1152
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depth: 6
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num_heads: 16
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mlp_ratio: 4
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drop_condition: 0.01
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lambda_train: [1, 10] # node and edge training weight
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ensure_connected: True
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train:
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n_epochs: 10000
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batch_size: 1200
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lr: 0.0002
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clip_grad: null
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num_workers: 0
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weight_decay: 0
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seed: 0
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val_check_interval: null
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check_val_every_n_epoch: 1
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dataset:
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datadir: 'data/'
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task_name: null
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guidance_target: null
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pin_memory: False
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