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Browse files- configs/geom_difflinker.yml +0 -38
- configs/geom_difflinker_given_anchors.yml +0 -37
- configs/pockets_difflinker_backbone.yml +0 -38
- configs/pockets_difflinker_full.yml +0 -38
- configs/pockets_difflinker_full_no_anchors.yml +0 -39
- configs/pockets_difflinker_full_no_anchors_fc.yml +0 -39
- configs/pockets_difflinker_unconditioned.yml +0 -38
- configs/zinc_difflinker.yml +0 -38
- configs/zinc_difflinker_given_anchors.yml +0 -37
configs/geom_difflinker.yml
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exp_name: 'geom_difflinker'
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data: datasets
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train_data_prefix: geom_multifrag_train
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val_data_prefix: geom_multifrag_val
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checkpoints: models
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logs: logs
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device: gpu
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log_iterations: null
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wandb_entity: null
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enable_progress_bar: False
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model: egnn_dynamics
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lr: 2.0e-4
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batch_size: 64
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n_layers: 6
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n_epochs: 1500
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test_epochs: 20
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n_stability_samples: 10
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nf: 128
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activation: silu
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attention: False
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condition_time: True
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tanh: False
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norm_constant: 0.000001
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inv_sublayers: 2
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include_charges: False
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diffusion_loss_type: l2
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data_augmentation: False
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center_of_mass: fragments
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remove_anchors_context: True
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sin_embedding: False
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normalization_factor: 100
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normalize_factors: [1, 4, 10]
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aggregation_method: 'sum'
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normalization: batch_norm
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resume:
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configs/geom_difflinker_given_anchors.yml
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exp_name: 'geom_difflinker_given_anchors'
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data: datasets
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train_data_prefix: geom_multifrag_train
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val_data_prefix: geom_multifrag_val
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checkpoints: models
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logs: logs
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device: gpu
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log_iterations: null
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wandb_entity: null
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enable_progress_bar: False
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model: egnn_dynamics
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lr: 2.0e-4
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batch_size: 128
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n_layers: 6
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n_epochs: 1500
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test_epochs: 20
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n_stability_samples: 10
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nf: 128
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activation: silu
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attention: False
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condition_time: True
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tanh: False
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norm_constant: 0.000001
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inv_sublayers: 2
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include_charges: False
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diffusion_loss_type: l2
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data_augmentation: False
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center_of_mass: anchors
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sin_embedding: False
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normalization_factor: 100
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normalize_factors: [1, 4, 10]
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aggregation_method: 'sum'
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normalization: batch_norm
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resume:
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configs/pockets_difflinker_backbone.yml
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exp_name: 'pockets_difflinker_backbone'
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data: datasets
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train_data_prefix: MOAD_train.bb
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val_data_prefix: MOAD_val.bb
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checkpoints: models
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logs: logs
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device: gpu
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log_iterations: null
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wandb_entity: null
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enable_progress_bar: False
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model: egnn_dynamics
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lr: 2.0e-4
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batch_size: 32
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n_layers: 6
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n_epochs: 1000
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test_epochs: 20
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n_stability_samples: 5
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nf: 128
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activation: silu
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attention: False
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condition_time: True
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tanh: False
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norm_constant: 0.000001
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inv_sublayers: 2
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include_charges: False
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diffusion_loss_type: l2
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data_augmentation: False
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center_of_mass: anchors
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graph_type: 4A
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sin_embedding: False
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normalization_factor: 100
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normalize_factors: [1, 4, 10]
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aggregation_method: 'sum'
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normalization: batch_norm
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resume:
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configs/pockets_difflinker_full.yml
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exp_name: 'pockets_difflinker_full'
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data: datasets
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train_data_prefix: MOAD_train.full
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val_data_prefix: MOAD_val.full
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checkpoints: models
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logs: logs
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device: gpu
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log_iterations: null
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wandb_entity: null
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enable_progress_bar: False
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model: egnn_dynamics
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lr: 2.0e-4
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batch_size: 32
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n_layers: 6
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n_epochs: 1000
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test_epochs: 20
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n_stability_samples: 5
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nf: 128
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activation: silu
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attention: False
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condition_time: True
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tanh: False
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norm_constant: 0.000001
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inv_sublayers: 2
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include_charges: False
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diffusion_loss_type: l2
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data_augmentation: False
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center_of_mass: anchors
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graph_type: 4A
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sin_embedding: False
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normalization_factor: 100
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normalize_factors: [1, 4, 10]
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aggregation_method: 'sum'
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normalization: batch_norm
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resume:
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configs/pockets_difflinker_full_no_anchors.yml
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exp_name: 'pockets_difflinker_full'
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data: datasets
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train_data_prefix: MOAD_train.full
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val_data_prefix: MOAD_val.full
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checkpoints: models
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logs: logs
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device: gpu
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log_iterations: null
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wandb_entity: null
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enable_progress_bar: False
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model: egnn_dynamics
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lr: 2.0e-4
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batch_size: 32
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n_layers: 6
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n_epochs: 1000
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test_epochs: 20
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n_stability_samples: 5
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nf: 128
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activation: silu
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attention: False
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condition_time: True
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tanh: False
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norm_constant: 0.000001
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inv_sublayers: 2
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include_charges: False
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diffusion_loss_type: l2
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data_augmentation: False
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center_of_mass: fragments
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remove_anchors_context: True
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graph_type: 4A
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sin_embedding: False
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normalization_factor: 100
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normalize_factors: [1, 4, 10]
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aggregation_method: 'sum'
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normalization: batch_norm
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resume:
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configs/pockets_difflinker_full_no_anchors_fc.yml
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exp_name: 'pockets_full_no_anchors_fc'
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data: /home/igashov/work/diffusion_linker_data/e3_ddpm_linker_design/bindingmoad
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train_data_prefix: MOAD_train.full
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val_data_prefix: MOAD_val.full
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checkpoints: /home/igashov/work/diffusion_linker_data/e3_ddpm_linker_design/checkpoints
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logs: /home/igashov/work/diffusion_linker_data/e3_ddpm_linker_design/logs
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device: gpu
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log_iterations: null
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wandb_entity: geometric
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enable_progress_bar: False
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model: egnn_dynamics
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lr: 2.0e-4
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batch_size: 16
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n_layers: 6
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n_epochs: 1000
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test_epochs: 20
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n_stability_samples: 5
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nf: 128
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activation: silu
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attention: False
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condition_time: True
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tanh: False
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norm_constant: 0.000001
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inv_sublayers: 2
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include_charges: False
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diffusion_loss_type: l2
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data_augmentation: False
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center_of_mass: fragments
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remove_anchors_context: True
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graph_type: FC-10A-4A
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sin_embedding: False
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normalization_factor: 100
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normalize_factors: [1, 4, 10]
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aggregation_method: 'sum'
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normalization: batch_norm
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resume:
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configs/pockets_difflinker_unconditioned.yml
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exp_name: 'pockets_difflinker_unconditioned'
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data: datasets
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train_data_prefix: MOAD_train
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val_data_prefix: MOAD_val
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checkpoints: models
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logs: logs
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device: gpu
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log_iterations: null
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wandb_entity: null
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enable_progress_bar: False
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model: egnn_dynamics
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lr: 2.0e-4
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batch_size: 32
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n_layers: 6
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n_epochs: 1000
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test_epochs: 20
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n_stability_samples: 5
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nf: 128
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activation: silu
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attention: False
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condition_time: True
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tanh: False
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norm_constant: 0.000001
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inv_sublayers: 2
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include_charges: False
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diffusion_loss_type: l2
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data_augmentation: False
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center_of_mass: anchors
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graph_type: 4A
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sin_embedding: False
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normalization_factor: 100
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normalize_factors: [1, 4, 10]
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aggregation_method: 'sum'
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normalization: batch_norm
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resume:
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configs/zinc_difflinker.yml
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exp_name: 'zinc_difflinker'
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data: datasets
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train_data_prefix: zinc_final_train
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val_data_prefix: zinc_final_val
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checkpoints: models
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logs: logs
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device: gpu
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log_iterations: null
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wandb_entity: null
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enable_progress_bar: True
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model: egnn_dynamics
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lr: 2.0e-4
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batch_size: 128
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n_layers: 8
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n_epochs: 1000
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test_epochs: 20
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n_stability_samples: 10
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nf: 128
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activation: silu
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attention: False
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condition_time: True
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tanh: False
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norm_constant: 0.000001
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inv_sublayers: 2
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include_charges: False
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diffusion_loss_type: l2
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data_augmentation: False
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center_of_mass: fragments
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remove_anchors_context: True
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sin_embedding: False
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normalization_factor: 100
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normalize_factors: [1, 4, 10]
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aggregation_method: 'sum'
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normalization: batch_norm
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resume:
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configs/zinc_difflinker_given_anchors.yml
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exp_name: 'zinc_difflinker_given_anchors'
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data: datasets
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train_data_prefix: zinc_final_train
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val_data_prefix: zinc_final_val
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checkpoints: models
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logs: logs
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device: gpu
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log_iterations: null
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wandb_entity: null
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enable_progress_bar: False
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12 |
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model: egnn_dynamics
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lr: 2.0e-4
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14 |
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batch_size: 128
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15 |
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n_layers: 8
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16 |
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n_epochs: 1000
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17 |
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test_epochs: 20
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n_stability_samples: 10
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nf: 128
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20 |
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activation: silu
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21 |
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attention: False
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22 |
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condition_time: True
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tanh: False
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norm_constant: 0.000001
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inv_sublayers: 2
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include_charges: False
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diffusion_loss_type: l2
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data_augmentation: False
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center_of_mass: anchors
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sin_embedding: False
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normalization_factor: 100
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normalize_factors: [1, 4, 10]
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aggregation_method: 'sum'
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normalization: batch_norm
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resume:
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