args.json
Browse files- jan17_aug12_20230117T173839/args.json +64 -0
- jan17_aug16_20230117T185003/args.json +64 -0
- jan17_aug2_20230117T173836/args.json +64 -0
- jan17_aug3_20230117T173836/args.json +64 -0
- jan17_aug6_20230117T173837/args.json +64 -0
- jan17_aug8_20230117T173838/args.json +64 -0
- jan17_orig_20230117T174126/args.json +64 -0
- jan23_aug3_equiv1_20230123T113703/args.json +64 -0
- jan23_aug3_equiv5_20230123T113704/args.json +64 -0
- jan23_aug3_equiv8_20230123T114625/args.json +64 -0
- jan23_aug5_equiv1_20230123T113705/args.json +64 -0
jan17_aug12_20230117T173839/args.json
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{
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"problem": "cvrp",
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"graph_size": 20,
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"batch_size": 512,
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"epoch_size": 1280000,
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"val_size": 10000,
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"val_dataset": "data/vrp/vrp20_validation_seed3456.pkl",
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"model": "attention",
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"embedding_dim": 128,
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"hidden_dim": 128,
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"n_encode_layers": 3,
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"tanh_clipping": 10.0,
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"normalization": "batch",
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"lr_model": 0.0001,
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"lr_critic": 0.0001,
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"lr_decay": 1.0,
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"eval_only": false,
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"n_epochs": 100,
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"seed": 1234,
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"max_grad_norm": 1.0,
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"no_cuda": false,
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"exp_beta": 0.8,
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"baseline": "rollout",
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"bl_alpha": 0.05,
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"bl_warmup_epochs": 1,
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"eval_batch_size": 1024,
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"checkpoint_encoder": false,
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"shrink_size": null,
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"data_distribution": null,
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"log_step": 50,
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"log_dir": "logs_test",
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"run_dir": "runs_test",
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"run_name": "jan17_aug12_20230117T173839",
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"output_dir": "outputs_test",
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"image_dir": "images",
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"epoch_start": 0,
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"checkpoint_epochs": 1,
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"load_path": null,
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"resume": null,
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"no_tensorboard": false,
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| 41 |
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"no_progress_bar": false,
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"use_symmetry_ll": false,
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"supervise_symmetry": false,
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"restrict_symmetry": false,
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"angle_threshold": 0.5,
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"alternate": false,
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"alternate_freq": 5,
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"plot_freq": 0,
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"alex_symmetric_loss": false,
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| 50 |
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"both_losses": false,
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| 51 |
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"plot_symmetric_ll": false,
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| 52 |
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"cap_50": 40,
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| 53 |
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"decay_mode": -1,
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| 54 |
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"num_equivariant_samples": 0,
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| 55 |
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"supervise_lambda": 0.01,
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| 56 |
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"use_starts": false,
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| 57 |
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"label_aug": true,
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| 58 |
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"num_input_augmentations": 12,
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| 59 |
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"wandb_run_name": "vrp20_online_aug12",
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"use_cuda": true,
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| 61 |
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"variant_name": "org",
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"save_dir": "outputs_test/cvrp_20/org/jan17_aug12_20230117T173839",
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"plot_dir": "images/cvrp_20/org/jan17_aug12_20230117T173839"
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}
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jan17_aug16_20230117T185003/args.json
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{
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"problem": "cvrp",
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"graph_size": 20,
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"batch_size": 512,
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"epoch_size": 1280000,
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"val_size": 10000,
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| 7 |
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"val_dataset": "data/vrp/vrp20_validation_seed3456.pkl",
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"model": "attention",
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| 9 |
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"embedding_dim": 128,
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| 10 |
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"hidden_dim": 128,
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| 11 |
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"n_encode_layers": 3,
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| 12 |
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"tanh_clipping": 10.0,
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"normalization": "batch",
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"lr_model": 0.0001,
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| 15 |
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"lr_critic": 0.0001,
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"lr_decay": 1.0,
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| 17 |
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"eval_only": false,
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| 18 |
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"n_epochs": 100,
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"seed": 1234,
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"max_grad_norm": 1.0,
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"no_cuda": false,
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"exp_beta": 0.8,
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"baseline": "rollout",
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"bl_alpha": 0.05,
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"bl_warmup_epochs": 1,
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| 26 |
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"eval_batch_size": 1024,
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"checkpoint_encoder": false,
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"shrink_size": null,
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"data_distribution": null,
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"log_step": 50,
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"log_dir": "logs_test",
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"run_dir": "runs_test",
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"run_name": "jan17_aug16_20230117T185003",
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"output_dir": "outputs_test",
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"image_dir": "images",
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"epoch_start": 0,
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"checkpoint_epochs": 1,
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"load_path": null,
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"resume": null,
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"no_tensorboard": false,
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| 41 |
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"no_progress_bar": false,
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| 42 |
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"use_symmetry_ll": false,
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| 43 |
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"supervise_symmetry": false,
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| 44 |
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"restrict_symmetry": false,
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"angle_threshold": 0.5,
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"alternate": false,
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| 47 |
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"alternate_freq": 5,
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| 48 |
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"plot_freq": 0,
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| 49 |
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"alex_symmetric_loss": false,
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| 50 |
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"both_losses": false,
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| 51 |
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"plot_symmetric_ll": false,
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| 52 |
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"cap_50": 40,
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| 53 |
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"decay_mode": -1,
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| 54 |
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"num_equivariant_samples": 0,
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| 55 |
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"supervise_lambda": 0.01,
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| 56 |
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"use_starts": false,
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| 57 |
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"label_aug": true,
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| 58 |
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"num_input_augmentations": 16,
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| 59 |
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"wandb_run_name": "vrp20_online_aug16",
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| 60 |
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"use_cuda": true,
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| 61 |
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"variant_name": "org",
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| 62 |
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"save_dir": "outputs_test/cvrp_20/org/jan17_aug16_20230117T185003",
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| 63 |
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"plot_dir": "images/cvrp_20/org/jan17_aug16_20230117T185003"
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| 64 |
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}
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jan17_aug2_20230117T173836/args.json
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{
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"problem": "cvrp",
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"graph_size": 20,
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| 4 |
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"batch_size": 512,
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| 5 |
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"epoch_size": 1280000,
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| 6 |
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"val_size": 10000,
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| 7 |
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"val_dataset": "data/vrp/vrp20_validation_seed3456.pkl",
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| 8 |
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"model": "attention",
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| 9 |
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"embedding_dim": 128,
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| 10 |
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"hidden_dim": 128,
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| 11 |
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"n_encode_layers": 3,
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| 12 |
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"tanh_clipping": 10.0,
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| 13 |
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"normalization": "batch",
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| 14 |
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"lr_model": 0.0001,
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| 15 |
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"lr_critic": 0.0001,
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| 16 |
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"lr_decay": 1.0,
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| 17 |
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"eval_only": false,
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| 18 |
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"n_epochs": 100,
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| 19 |
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"seed": 1234,
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| 20 |
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"max_grad_norm": 1.0,
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| 21 |
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"no_cuda": false,
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| 22 |
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"exp_beta": 0.8,
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| 23 |
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"baseline": "rollout",
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| 24 |
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"bl_alpha": 0.05,
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| 25 |
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"bl_warmup_epochs": 1,
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| 26 |
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"eval_batch_size": 1024,
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| 27 |
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"checkpoint_encoder": false,
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| 28 |
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"shrink_size": null,
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| 29 |
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"data_distribution": null,
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| 30 |
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"log_step": 50,
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| 31 |
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"log_dir": "logs_test",
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| 32 |
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"run_dir": "runs_test",
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| 33 |
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"run_name": "jan17_aug2_20230117T173836",
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| 34 |
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"output_dir": "outputs_test",
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| 35 |
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"image_dir": "images",
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| 36 |
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"epoch_start": 0,
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| 37 |
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"checkpoint_epochs": 1,
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| 38 |
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"load_path": null,
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| 39 |
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"resume": null,
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| 40 |
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"no_tensorboard": false,
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| 41 |
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"no_progress_bar": false,
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| 42 |
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"use_symmetry_ll": false,
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| 43 |
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"supervise_symmetry": false,
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| 44 |
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"restrict_symmetry": false,
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| 45 |
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"angle_threshold": 0.5,
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| 46 |
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"alternate": false,
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| 47 |
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"alternate_freq": 5,
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| 48 |
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"plot_freq": 0,
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| 49 |
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"alex_symmetric_loss": false,
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| 50 |
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"both_losses": false,
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| 51 |
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"plot_symmetric_ll": false,
|
| 52 |
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"cap_50": 40,
|
| 53 |
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"decay_mode": -1,
|
| 54 |
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"num_equivariant_samples": 0,
|
| 55 |
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"supervise_lambda": 0.01,
|
| 56 |
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"use_starts": false,
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| 57 |
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"label_aug": true,
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| 58 |
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"num_input_augmentations": 2,
|
| 59 |
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"wandb_run_name": "vrp20_online_aug2",
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| 60 |
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"use_cuda": true,
|
| 61 |
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"variant_name": "org",
|
| 62 |
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"save_dir": "outputs_test/cvrp_20/org/jan17_aug2_20230117T173836",
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| 63 |
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"plot_dir": "images/cvrp_20/org/jan17_aug2_20230117T173836"
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| 64 |
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}
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jan17_aug3_20230117T173836/args.json
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| 1 |
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{
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| 2 |
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"problem": "cvrp",
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| 3 |
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"graph_size": 20,
|
| 4 |
+
"batch_size": 512,
|
| 5 |
+
"epoch_size": 1280000,
|
| 6 |
+
"val_size": 10000,
|
| 7 |
+
"val_dataset": "data/vrp/vrp20_validation_seed3456.pkl",
|
| 8 |
+
"model": "attention",
|
| 9 |
+
"embedding_dim": 128,
|
| 10 |
+
"hidden_dim": 128,
|
| 11 |
+
"n_encode_layers": 3,
|
| 12 |
+
"tanh_clipping": 10.0,
|
| 13 |
+
"normalization": "batch",
|
| 14 |
+
"lr_model": 0.0001,
|
| 15 |
+
"lr_critic": 0.0001,
|
| 16 |
+
"lr_decay": 1.0,
|
| 17 |
+
"eval_only": false,
|
| 18 |
+
"n_epochs": 100,
|
| 19 |
+
"seed": 1234,
|
| 20 |
+
"max_grad_norm": 1.0,
|
| 21 |
+
"no_cuda": false,
|
| 22 |
+
"exp_beta": 0.8,
|
| 23 |
+
"baseline": "rollout",
|
| 24 |
+
"bl_alpha": 0.05,
|
| 25 |
+
"bl_warmup_epochs": 1,
|
| 26 |
+
"eval_batch_size": 1024,
|
| 27 |
+
"checkpoint_encoder": false,
|
| 28 |
+
"shrink_size": null,
|
| 29 |
+
"data_distribution": null,
|
| 30 |
+
"log_step": 50,
|
| 31 |
+
"log_dir": "logs_test",
|
| 32 |
+
"run_dir": "runs_test",
|
| 33 |
+
"run_name": "jan17_aug3_20230117T173836",
|
| 34 |
+
"output_dir": "outputs_test",
|
| 35 |
+
"image_dir": "images",
|
| 36 |
+
"epoch_start": 0,
|
| 37 |
+
"checkpoint_epochs": 1,
|
| 38 |
+
"load_path": null,
|
| 39 |
+
"resume": null,
|
| 40 |
+
"no_tensorboard": false,
|
| 41 |
+
"no_progress_bar": false,
|
| 42 |
+
"use_symmetry_ll": false,
|
| 43 |
+
"supervise_symmetry": false,
|
| 44 |
+
"restrict_symmetry": false,
|
| 45 |
+
"angle_threshold": 0.5,
|
| 46 |
+
"alternate": false,
|
| 47 |
+
"alternate_freq": 5,
|
| 48 |
+
"plot_freq": 0,
|
| 49 |
+
"alex_symmetric_loss": false,
|
| 50 |
+
"both_losses": false,
|
| 51 |
+
"plot_symmetric_ll": false,
|
| 52 |
+
"cap_50": 40,
|
| 53 |
+
"decay_mode": -1,
|
| 54 |
+
"num_equivariant_samples": 0,
|
| 55 |
+
"supervise_lambda": 0.01,
|
| 56 |
+
"use_starts": false,
|
| 57 |
+
"label_aug": true,
|
| 58 |
+
"num_input_augmentations": 3,
|
| 59 |
+
"wandb_run_name": "vrp20_online_aug3",
|
| 60 |
+
"use_cuda": true,
|
| 61 |
+
"variant_name": "org",
|
| 62 |
+
"save_dir": "outputs_test/cvrp_20/org/jan17_aug3_20230117T173836",
|
| 63 |
+
"plot_dir": "images/cvrp_20/org/jan17_aug3_20230117T173836"
|
| 64 |
+
}
|
jan17_aug6_20230117T173837/args.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
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|
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|
|
|
|
|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp",
|
| 3 |
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|
| 4 |
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"batch_size": 512,
|
| 5 |
+
"epoch_size": 1280000,
|
| 6 |
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"val_size": 10000,
|
| 7 |
+
"val_dataset": "data/vrp/vrp20_validation_seed3456.pkl",
|
| 8 |
+
"model": "attention",
|
| 9 |
+
"embedding_dim": 128,
|
| 10 |
+
"hidden_dim": 128,
|
| 11 |
+
"n_encode_layers": 3,
|
| 12 |
+
"tanh_clipping": 10.0,
|
| 13 |
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"normalization": "batch",
|
| 14 |
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"lr_model": 0.0001,
|
| 15 |
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"lr_critic": 0.0001,
|
| 16 |
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"lr_decay": 1.0,
|
| 17 |
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"eval_only": false,
|
| 18 |
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"n_epochs": 100,
|
| 19 |
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"seed": 1234,
|
| 20 |
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"max_grad_norm": 1.0,
|
| 21 |
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"no_cuda": false,
|
| 22 |
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"exp_beta": 0.8,
|
| 23 |
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"baseline": "rollout",
|
| 24 |
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"bl_alpha": 0.05,
|
| 25 |
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"bl_warmup_epochs": 1,
|
| 26 |
+
"eval_batch_size": 1024,
|
| 27 |
+
"checkpoint_encoder": false,
|
| 28 |
+
"shrink_size": null,
|
| 29 |
+
"data_distribution": null,
|
| 30 |
+
"log_step": 50,
|
| 31 |
+
"log_dir": "logs_test",
|
| 32 |
+
"run_dir": "runs_test",
|
| 33 |
+
"run_name": "jan17_aug6_20230117T173837",
|
| 34 |
+
"output_dir": "outputs_test",
|
| 35 |
+
"image_dir": "images",
|
| 36 |
+
"epoch_start": 0,
|
| 37 |
+
"checkpoint_epochs": 1,
|
| 38 |
+
"load_path": null,
|
| 39 |
+
"resume": null,
|
| 40 |
+
"no_tensorboard": false,
|
| 41 |
+
"no_progress_bar": false,
|
| 42 |
+
"use_symmetry_ll": false,
|
| 43 |
+
"supervise_symmetry": false,
|
| 44 |
+
"restrict_symmetry": false,
|
| 45 |
+
"angle_threshold": 0.5,
|
| 46 |
+
"alternate": false,
|
| 47 |
+
"alternate_freq": 5,
|
| 48 |
+
"plot_freq": 0,
|
| 49 |
+
"alex_symmetric_loss": false,
|
| 50 |
+
"both_losses": false,
|
| 51 |
+
"plot_symmetric_ll": false,
|
| 52 |
+
"cap_50": 40,
|
| 53 |
+
"decay_mode": -1,
|
| 54 |
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"num_equivariant_samples": 0,
|
| 55 |
+
"supervise_lambda": 0.01,
|
| 56 |
+
"use_starts": false,
|
| 57 |
+
"label_aug": true,
|
| 58 |
+
"num_input_augmentations": 6,
|
| 59 |
+
"wandb_run_name": "vrp20_online_aug6",
|
| 60 |
+
"use_cuda": true,
|
| 61 |
+
"variant_name": "org",
|
| 62 |
+
"save_dir": "outputs_test/cvrp_20/org/jan17_aug6_20230117T173837",
|
| 63 |
+
"plot_dir": "images/cvrp_20/org/jan17_aug6_20230117T173837"
|
| 64 |
+
}
|
jan17_aug8_20230117T173838/args.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp",
|
| 3 |
+
"graph_size": 20,
|
| 4 |
+
"batch_size": 512,
|
| 5 |
+
"epoch_size": 1280000,
|
| 6 |
+
"val_size": 10000,
|
| 7 |
+
"val_dataset": "data/vrp/vrp20_validation_seed3456.pkl",
|
| 8 |
+
"model": "attention",
|
| 9 |
+
"embedding_dim": 128,
|
| 10 |
+
"hidden_dim": 128,
|
| 11 |
+
"n_encode_layers": 3,
|
| 12 |
+
"tanh_clipping": 10.0,
|
| 13 |
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"normalization": "batch",
|
| 14 |
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"lr_model": 0.0001,
|
| 15 |
+
"lr_critic": 0.0001,
|
| 16 |
+
"lr_decay": 1.0,
|
| 17 |
+
"eval_only": false,
|
| 18 |
+
"n_epochs": 100,
|
| 19 |
+
"seed": 1234,
|
| 20 |
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"max_grad_norm": 1.0,
|
| 21 |
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"no_cuda": false,
|
| 22 |
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"exp_beta": 0.8,
|
| 23 |
+
"baseline": "rollout",
|
| 24 |
+
"bl_alpha": 0.05,
|
| 25 |
+
"bl_warmup_epochs": 1,
|
| 26 |
+
"eval_batch_size": 1024,
|
| 27 |
+
"checkpoint_encoder": false,
|
| 28 |
+
"shrink_size": null,
|
| 29 |
+
"data_distribution": null,
|
| 30 |
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"log_step": 50,
|
| 31 |
+
"log_dir": "logs_test",
|
| 32 |
+
"run_dir": "runs_test",
|
| 33 |
+
"run_name": "jan17_aug8_20230117T173838",
|
| 34 |
+
"output_dir": "outputs_test",
|
| 35 |
+
"image_dir": "images",
|
| 36 |
+
"epoch_start": 0,
|
| 37 |
+
"checkpoint_epochs": 1,
|
| 38 |
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"load_path": null,
|
| 39 |
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"resume": null,
|
| 40 |
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"no_tensorboard": false,
|
| 41 |
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"no_progress_bar": false,
|
| 42 |
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"use_symmetry_ll": false,
|
| 43 |
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"supervise_symmetry": false,
|
| 44 |
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"restrict_symmetry": false,
|
| 45 |
+
"angle_threshold": 0.5,
|
| 46 |
+
"alternate": false,
|
| 47 |
+
"alternate_freq": 5,
|
| 48 |
+
"plot_freq": 0,
|
| 49 |
+
"alex_symmetric_loss": false,
|
| 50 |
+
"both_losses": false,
|
| 51 |
+
"plot_symmetric_ll": false,
|
| 52 |
+
"cap_50": 40,
|
| 53 |
+
"decay_mode": -1,
|
| 54 |
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"num_equivariant_samples": 0,
|
| 55 |
+
"supervise_lambda": 0.01,
|
| 56 |
+
"use_starts": false,
|
| 57 |
+
"label_aug": true,
|
| 58 |
+
"num_input_augmentations": 8,
|
| 59 |
+
"wandb_run_name": "vrp20_online_aug8",
|
| 60 |
+
"use_cuda": true,
|
| 61 |
+
"variant_name": "org",
|
| 62 |
+
"save_dir": "outputs_test/cvrp_20/org/jan17_aug8_20230117T173838",
|
| 63 |
+
"plot_dir": "images/cvrp_20/org/jan17_aug8_20230117T173838"
|
| 64 |
+
}
|
jan17_orig_20230117T174126/args.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp",
|
| 3 |
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"graph_size": 20,
|
| 4 |
+
"batch_size": 512,
|
| 5 |
+
"epoch_size": 1280000,
|
| 6 |
+
"val_size": 10000,
|
| 7 |
+
"val_dataset": "data/vrp/vrp20_validation_seed3456.pkl",
|
| 8 |
+
"model": "attention",
|
| 9 |
+
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|
| 10 |
+
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|
| 11 |
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|
| 12 |
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|
| 13 |
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"normalization": "batch",
|
| 14 |
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|
| 15 |
+
"lr_critic": 0.0001,
|
| 16 |
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"lr_decay": 1.0,
|
| 17 |
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|
| 18 |
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|
| 19 |
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"seed": 1234,
|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
+
"baseline": "rollout",
|
| 24 |
+
"bl_alpha": 0.05,
|
| 25 |
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"bl_warmup_epochs": 1,
|
| 26 |
+
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|
| 27 |
+
"checkpoint_encoder": false,
|
| 28 |
+
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|
| 29 |
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|
| 30 |
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"log_step": 50,
|
| 31 |
+
"log_dir": "logs_test",
|
| 32 |
+
"run_dir": "runs_test",
|
| 33 |
+
"run_name": "jan17_orig_20230117T174126",
|
| 34 |
+
"output_dir": "outputs_test",
|
| 35 |
+
"image_dir": "images",
|
| 36 |
+
"epoch_start": 0,
|
| 37 |
+
"checkpoint_epochs": 1,
|
| 38 |
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"load_path": null,
|
| 39 |
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"resume": null,
|
| 40 |
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|
| 41 |
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"no_progress_bar": false,
|
| 42 |
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"use_symmetry_ll": false,
|
| 43 |
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"supervise_symmetry": false,
|
| 44 |
+
"restrict_symmetry": false,
|
| 45 |
+
"angle_threshold": 0.5,
|
| 46 |
+
"alternate": false,
|
| 47 |
+
"alternate_freq": 5,
|
| 48 |
+
"plot_freq": 0,
|
| 49 |
+
"alex_symmetric_loss": false,
|
| 50 |
+
"both_losses": false,
|
| 51 |
+
"plot_symmetric_ll": false,
|
| 52 |
+
"cap_50": 40,
|
| 53 |
+
"decay_mode": -1,
|
| 54 |
+
"num_equivariant_samples": 0,
|
| 55 |
+
"supervise_lambda": 0.01,
|
| 56 |
+
"use_starts": false,
|
| 57 |
+
"label_aug": false,
|
| 58 |
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"num_input_augmentations": 4,
|
| 59 |
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"wandb_run_name": "vrp20_online_orig",
|
| 60 |
+
"use_cuda": true,
|
| 61 |
+
"variant_name": "org",
|
| 62 |
+
"save_dir": "outputs_test/cvrp_20/org/jan17_orig_20230117T174126",
|
| 63 |
+
"plot_dir": "images/cvrp_20/org/jan17_orig_20230117T174126"
|
| 64 |
+
}
|
jan23_aug3_equiv1_20230123T113703/args.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp",
|
| 3 |
+
"graph_size": 20,
|
| 4 |
+
"batch_size": 512,
|
| 5 |
+
"epoch_size": 1280000,
|
| 6 |
+
"val_size": 10000,
|
| 7 |
+
"val_dataset": "data/vrp/vrp20_validation_seed3456.pkl",
|
| 8 |
+
"model": "attention",
|
| 9 |
+
"embedding_dim": 128,
|
| 10 |
+
"hidden_dim": 128,
|
| 11 |
+
"n_encode_layers": 3,
|
| 12 |
+
"tanh_clipping": 10.0,
|
| 13 |
+
"normalization": "batch",
|
| 14 |
+
"lr_model": 0.0001,
|
| 15 |
+
"lr_critic": 0.0001,
|
| 16 |
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"lr_decay": 1.0,
|
| 17 |
+
"eval_only": false,
|
| 18 |
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|
| 19 |
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"seed": 1234,
|
| 20 |
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|
| 21 |
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"no_cuda": false,
|
| 22 |
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|
| 23 |
+
"baseline": "rollout",
|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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"log_step": 50,
|
| 31 |
+
"log_dir": "logs_test",
|
| 32 |
+
"run_dir": "runs_test",
|
| 33 |
+
"run_name": "jan23_aug3_equiv1_20230123T113703",
|
| 34 |
+
"output_dir": "outputs_test",
|
| 35 |
+
"image_dir": "images",
|
| 36 |
+
"epoch_start": 0,
|
| 37 |
+
"checkpoint_epochs": 1,
|
| 38 |
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"load_path": null,
|
| 39 |
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"resume": null,
|
| 40 |
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"no_tensorboard": false,
|
| 41 |
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|
| 42 |
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|
| 43 |
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"supervise_symmetry": false,
|
| 44 |
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"restrict_symmetry": false,
|
| 45 |
+
"angle_threshold": 0.5,
|
| 46 |
+
"alternate": false,
|
| 47 |
+
"alternate_freq": 5,
|
| 48 |
+
"plot_freq": 0,
|
| 49 |
+
"alex_symmetric_loss": false,
|
| 50 |
+
"both_losses": false,
|
| 51 |
+
"plot_symmetric_ll": false,
|
| 52 |
+
"cap_50": 40,
|
| 53 |
+
"decay_mode": -1,
|
| 54 |
+
"num_equivariant_samples": 1,
|
| 55 |
+
"supervise_lambda": 0.01,
|
| 56 |
+
"use_starts": false,
|
| 57 |
+
"label_aug": true,
|
| 58 |
+
"num_input_augmentations": 3,
|
| 59 |
+
"wandb_run_name": "vrp20_online_aug3_equiv1",
|
| 60 |
+
"use_cuda": true,
|
| 61 |
+
"variant_name": "org",
|
| 62 |
+
"save_dir": "outputs_test/cvrp_20/org/jan23_aug3_equiv1_20230123T113703",
|
| 63 |
+
"plot_dir": "images/cvrp_20/org/jan23_aug3_equiv1_20230123T113703"
|
| 64 |
+
}
|
jan23_aug3_equiv5_20230123T113704/args.json
ADDED
|
@@ -0,0 +1,64 @@
|
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|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp",
|
| 3 |
+
"graph_size": 20,
|
| 4 |
+
"batch_size": 512,
|
| 5 |
+
"epoch_size": 1280000,
|
| 6 |
+
"val_size": 10000,
|
| 7 |
+
"val_dataset": "data/vrp/vrp20_validation_seed3456.pkl",
|
| 8 |
+
"model": "attention",
|
| 9 |
+
"embedding_dim": 128,
|
| 10 |
+
"hidden_dim": 128,
|
| 11 |
+
"n_encode_layers": 3,
|
| 12 |
+
"tanh_clipping": 10.0,
|
| 13 |
+
"normalization": "batch",
|
| 14 |
+
"lr_model": 0.0001,
|
| 15 |
+
"lr_critic": 0.0001,
|
| 16 |
+
"lr_decay": 1.0,
|
| 17 |
+
"eval_only": false,
|
| 18 |
+
"n_epochs": 100,
|
| 19 |
+
"seed": 1234,
|
| 20 |
+
"max_grad_norm": 1.0,
|
| 21 |
+
"no_cuda": false,
|
| 22 |
+
"exp_beta": 0.8,
|
| 23 |
+
"baseline": "rollout",
|
| 24 |
+
"bl_alpha": 0.05,
|
| 25 |
+
"bl_warmup_epochs": 1,
|
| 26 |
+
"eval_batch_size": 1024,
|
| 27 |
+
"checkpoint_encoder": false,
|
| 28 |
+
"shrink_size": null,
|
| 29 |
+
"data_distribution": null,
|
| 30 |
+
"log_step": 50,
|
| 31 |
+
"log_dir": "logs_test",
|
| 32 |
+
"run_dir": "runs_test",
|
| 33 |
+
"run_name": "jan23_aug3_equiv5_20230123T113704",
|
| 34 |
+
"output_dir": "outputs_test",
|
| 35 |
+
"image_dir": "images",
|
| 36 |
+
"epoch_start": 0,
|
| 37 |
+
"checkpoint_epochs": 1,
|
| 38 |
+
"load_path": null,
|
| 39 |
+
"resume": null,
|
| 40 |
+
"no_tensorboard": false,
|
| 41 |
+
"no_progress_bar": false,
|
| 42 |
+
"use_symmetry_ll": false,
|
| 43 |
+
"supervise_symmetry": false,
|
| 44 |
+
"restrict_symmetry": false,
|
| 45 |
+
"angle_threshold": 0.5,
|
| 46 |
+
"alternate": false,
|
| 47 |
+
"alternate_freq": 5,
|
| 48 |
+
"plot_freq": 0,
|
| 49 |
+
"alex_symmetric_loss": false,
|
| 50 |
+
"both_losses": false,
|
| 51 |
+
"plot_symmetric_ll": false,
|
| 52 |
+
"cap_50": 40,
|
| 53 |
+
"decay_mode": -1,
|
| 54 |
+
"num_equivariant_samples": 5,
|
| 55 |
+
"supervise_lambda": 0.01,
|
| 56 |
+
"use_starts": false,
|
| 57 |
+
"label_aug": true,
|
| 58 |
+
"num_input_augmentations": 3,
|
| 59 |
+
"wandb_run_name": "vrp20_online_aug3_equiv5",
|
| 60 |
+
"use_cuda": true,
|
| 61 |
+
"variant_name": "org",
|
| 62 |
+
"save_dir": "outputs_test/cvrp_20/org/jan23_aug3_equiv5_20230123T113704",
|
| 63 |
+
"plot_dir": "images/cvrp_20/org/jan23_aug3_equiv5_20230123T113704"
|
| 64 |
+
}
|
jan23_aug3_equiv8_20230123T114625/args.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
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|
|
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|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp",
|
| 3 |
+
"graph_size": 20,
|
| 4 |
+
"batch_size": 512,
|
| 5 |
+
"epoch_size": 1280000,
|
| 6 |
+
"val_size": 10000,
|
| 7 |
+
"val_dataset": "data/vrp/vrp20_validation_seed3456.pkl",
|
| 8 |
+
"model": "attention",
|
| 9 |
+
"embedding_dim": 128,
|
| 10 |
+
"hidden_dim": 128,
|
| 11 |
+
"n_encode_layers": 3,
|
| 12 |
+
"tanh_clipping": 10.0,
|
| 13 |
+
"normalization": "batch",
|
| 14 |
+
"lr_model": 0.0001,
|
| 15 |
+
"lr_critic": 0.0001,
|
| 16 |
+
"lr_decay": 1.0,
|
| 17 |
+
"eval_only": false,
|
| 18 |
+
"n_epochs": 100,
|
| 19 |
+
"seed": 1234,
|
| 20 |
+
"max_grad_norm": 1.0,
|
| 21 |
+
"no_cuda": false,
|
| 22 |
+
"exp_beta": 0.8,
|
| 23 |
+
"baseline": "rollout",
|
| 24 |
+
"bl_alpha": 0.05,
|
| 25 |
+
"bl_warmup_epochs": 1,
|
| 26 |
+
"eval_batch_size": 1024,
|
| 27 |
+
"checkpoint_encoder": false,
|
| 28 |
+
"shrink_size": null,
|
| 29 |
+
"data_distribution": null,
|
| 30 |
+
"log_step": 50,
|
| 31 |
+
"log_dir": "logs_test",
|
| 32 |
+
"run_dir": "runs_test",
|
| 33 |
+
"run_name": "jan23_aug3_equiv8_20230123T114625",
|
| 34 |
+
"output_dir": "outputs_test",
|
| 35 |
+
"image_dir": "images",
|
| 36 |
+
"epoch_start": 0,
|
| 37 |
+
"checkpoint_epochs": 1,
|
| 38 |
+
"load_path": null,
|
| 39 |
+
"resume": null,
|
| 40 |
+
"no_tensorboard": false,
|
| 41 |
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"no_progress_bar": false,
|
| 42 |
+
"use_symmetry_ll": false,
|
| 43 |
+
"supervise_symmetry": false,
|
| 44 |
+
"restrict_symmetry": false,
|
| 45 |
+
"angle_threshold": 0.5,
|
| 46 |
+
"alternate": false,
|
| 47 |
+
"alternate_freq": 5,
|
| 48 |
+
"plot_freq": 0,
|
| 49 |
+
"alex_symmetric_loss": false,
|
| 50 |
+
"both_losses": false,
|
| 51 |
+
"plot_symmetric_ll": false,
|
| 52 |
+
"cap_50": 40,
|
| 53 |
+
"decay_mode": -1,
|
| 54 |
+
"num_equivariant_samples": 8,
|
| 55 |
+
"supervise_lambda": 0.01,
|
| 56 |
+
"use_starts": false,
|
| 57 |
+
"label_aug": true,
|
| 58 |
+
"num_input_augmentations": 3,
|
| 59 |
+
"wandb_run_name": "vrp20_online_aug3_equiv8",
|
| 60 |
+
"use_cuda": true,
|
| 61 |
+
"variant_name": "org",
|
| 62 |
+
"save_dir": "outputs_test/cvrp_20/org/jan23_aug3_equiv8_20230123T114625",
|
| 63 |
+
"plot_dir": "images/cvrp_20/org/jan23_aug3_equiv8_20230123T114625"
|
| 64 |
+
}
|
jan23_aug5_equiv1_20230123T113705/args.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"problem": "cvrp",
|
| 3 |
+
"graph_size": 20,
|
| 4 |
+
"batch_size": 512,
|
| 5 |
+
"epoch_size": 1280000,
|
| 6 |
+
"val_size": 10000,
|
| 7 |
+
"val_dataset": "data/vrp/vrp20_validation_seed3456.pkl",
|
| 8 |
+
"model": "attention",
|
| 9 |
+
"embedding_dim": 128,
|
| 10 |
+
"hidden_dim": 128,
|
| 11 |
+
"n_encode_layers": 3,
|
| 12 |
+
"tanh_clipping": 10.0,
|
| 13 |
+
"normalization": "batch",
|
| 14 |
+
"lr_model": 0.0001,
|
| 15 |
+
"lr_critic": 0.0001,
|
| 16 |
+
"lr_decay": 1.0,
|
| 17 |
+
"eval_only": false,
|
| 18 |
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|
| 19 |
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"seed": 1234,
|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
+
"baseline": "rollout",
|
| 24 |
+
"bl_alpha": 0.05,
|
| 25 |
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"bl_warmup_epochs": 1,
|
| 26 |
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"eval_batch_size": 1024,
|
| 27 |
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|
| 28 |
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"shrink_size": null,
|
| 29 |
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"data_distribution": null,
|
| 30 |
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"log_step": 50,
|
| 31 |
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"log_dir": "logs_test",
|
| 32 |
+
"run_dir": "runs_test",
|
| 33 |
+
"run_name": "jan23_aug5_equiv1_20230123T113705",
|
| 34 |
+
"output_dir": "outputs_test",
|
| 35 |
+
"image_dir": "images",
|
| 36 |
+
"epoch_start": 0,
|
| 37 |
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"checkpoint_epochs": 1,
|
| 38 |
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"load_path": null,
|
| 39 |
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"resume": null,
|
| 40 |
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"no_tensorboard": false,
|
| 41 |
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"no_progress_bar": false,
|
| 42 |
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"use_symmetry_ll": false,
|
| 43 |
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"supervise_symmetry": false,
|
| 44 |
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"restrict_symmetry": false,
|
| 45 |
+
"angle_threshold": 0.5,
|
| 46 |
+
"alternate": false,
|
| 47 |
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"alternate_freq": 5,
|
| 48 |
+
"plot_freq": 0,
|
| 49 |
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"alex_symmetric_loss": false,
|
| 50 |
+
"both_losses": false,
|
| 51 |
+
"plot_symmetric_ll": false,
|
| 52 |
+
"cap_50": 40,
|
| 53 |
+
"decay_mode": -1,
|
| 54 |
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"num_equivariant_samples": 1,
|
| 55 |
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"supervise_lambda": 0.01,
|
| 56 |
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"use_starts": false,
|
| 57 |
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"label_aug": true,
|
| 58 |
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"num_input_augmentations": 5,
|
| 59 |
+
"wandb_run_name": "vrp20_online_aug5_equiv1",
|
| 60 |
+
"use_cuda": true,
|
| 61 |
+
"variant_name": "org",
|
| 62 |
+
"save_dir": "outputs_test/cvrp_20/org/jan23_aug5_equiv1_20230123T113705",
|
| 63 |
+
"plot_dir": "images/cvrp_20/org/jan23_aug5_equiv1_20230123T113705"
|
| 64 |
+
}
|