add offline models
Browse filesThis view is limited to 50 files because it contains too many changes.
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- run_100_eq5/args.json +49 -0
- run_100_eq5/epoch-499.pt +3 -0
- run_100_eq5_lambda5/args.json +49 -0
- run_100_eq5_lambda5/epoch-499.pt +3 -0
- run_100_orig/args.json +49 -0
- run_100_orig/epoch-499.pt +3 -0
- run_20221230T16/args.json +48 -0
- run_20221230T16/epoch-499.pt +3 -0
- run_20221230T1645/args.json +48 -0
- run_20_big_label_cons/args.json +49 -0
- run_20_big_label_cons/epoch-499.pt +3 -0
- run_20_big_label_cons_eq5_lambda5/args.json +49 -0
- run_20_big_label_cons_eq5_lambda5/epoch-499.pt +3 -0
- run_20_eq50_lambda20/args.json +49 -0
- run_20_eq50_lambda20/epoch-499.pt +3 -0
- run_20_eq5_lambda20/args.json +49 -0
- run_20_eq5_lambda20/epoch-499.pt +3 -0
- run_eq_5/args.json +49 -0
- run_eq_50/args.json +49 -0
- run_eq_50_1/args.json +49 -0
- run_eq_5_2/args.json +49 -0
- run_eq_5_5/args.json +49 -0
- run_eq_5_lambda1/args.json +49 -0
- run_eq_5_lambda5/args.json +49 -0
- run_orig/args.json +49 -0
- run_vrp100_10_inputaug2/args.json +50 -0
- run_vrp100_10_inputaug2/epoch-499.pt +3 -0
- run_vrp100_10_inputaug4/args.json +50 -0
- run_vrp100_10_inputaug4/epoch-499.pt +3 -0
- run_vrp100_10_inputaug6/args.json +50 -0
- run_vrp100_10_inputaug6/epoch-499.pt +3 -0
- run_vrp100_10_inputaug8/args.json +50 -0
- run_vrp100_10_inputaug8/epoch-499.pt +3 -0
- run_vrp100_inputaug2/args.json +50 -0
- run_vrp100_inputaug2/epoch-499.pt +3 -0
- run_vrp100_inputaug4/args.json +50 -0
- run_vrp100_inputaug4/epoch-499.pt +3 -0
- run_vrp100_inputaug6/args.json +50 -0
- run_vrp100_inputaug6/epoch-499.pt +3 -0
- run_vrp100_inputaug8/args.json +50 -0
- run_vrp100_inputaug8/epoch-499.pt +3 -0
- run_vrp100_orig_lr1e-3/args.json +50 -0
- run_vrp100_orig_lr1e-3/epoch-499.pt +3 -0
- run_vrp100_orig_lr1e-5/args.json +50 -0
- run_vrp100_orig_lr1e-5/epoch-499.pt +3 -0
- run_vrp100_orig_lr4e-5/args.json +50 -0
- run_vrp100_orig_lr4e-5/epoch-499.pt +3 -0
- run_vrp100_orig_lr5e-4/args.json +50 -0
- run_vrp100_orig_lr5e-4/epoch-499.pt +3 -0
- run_vrp100_orig_lr5e-6/args.json +50 -0
run_100_eq5/args.json
ADDED
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{
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"labelpath": "expert_data/vrp100_solution_9999.pkl",
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"problem": "cvrp",
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"graph_size": 100,
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"batch_size": 100,
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"epoch_size": 1280000,
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"val_size": 10000,
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"val_dataset": "expert_data/vrp100_valid_problem_9998.pkl",
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"train_dataset": "expert_data/vrp100_problem_9999.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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"label_aug": false,
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"consistancy_learning": false,
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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": 500,
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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": null,
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"bl_alpha": 0.05,
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"bl_warmup_epochs": 0,
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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",
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"run_name": "run_20221230T235447",
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"wandb_run_name": "100_eq5",
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"output_dir": "outputs",
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"epoch_start": 0,
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"checkpoint_epochs": 10,
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"load_path": null,
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"resume": null,
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"no_tensorboard": false,
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"no_progress_bar": false,
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"num_equivariant_samples": 5,
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"supervise_lambda": 0.01,
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"use_cuda": true,
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"save_dir": "outputs/cvrp_100/run_20221230T235447"
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}
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run_100_eq5/epoch-499.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3817df654c383af73e332baa8f11855fee472ea2a209e8ff47f4aad0fb3550d6
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size 8383429
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run_100_eq5_lambda5/args.json
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{
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"labelpath": "expert_data/vrp100_solution_9999.pkl",
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"problem": "cvrp",
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"graph_size": 100,
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"batch_size": 100,
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"epoch_size": 1280000,
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"val_size": 10000,
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"val_dataset": "expert_data/vrp100_valid_problem_9998.pkl",
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"train_dataset": "expert_data/vrp100_problem_9999.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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"label_aug": false,
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"consistancy_learning": false,
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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": 500,
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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": null,
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"bl_alpha": 0.05,
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"bl_warmup_epochs": 0,
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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",
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"run_name": "run_20221231T000851",
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"wandb_run_name": "100_eq5_lambda5",
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"output_dir": "outputs",
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"epoch_start": 0,
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"checkpoint_epochs": 10,
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"load_path": null,
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"resume": null,
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"no_tensorboard": false,
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"no_progress_bar": false,
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"num_equivariant_samples": 5,
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"supervise_lambda": 5.0,
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"use_cuda": true,
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"save_dir": "outputs/cvrp_100/run_20221231T000851"
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}
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run_100_eq5_lambda5/epoch-499.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4b76ef231b0681911871d10ec9d6784fb237962a8b09f96a90efc875de01998a
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size 8383429
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run_100_orig/args.json
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{
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"labelpath": "expert_data/vrp100_solution_9999.pkl",
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"problem": "cvrp",
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"graph_size": 100,
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"batch_size": 100,
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"epoch_size": 1280000,
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"val_size": 10000,
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"val_dataset": "expert_data/vrp100_valid_problem_9998.pkl",
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"train_dataset": "expert_data/vrp100_problem_9999.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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"label_aug": false,
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"consistancy_learning": false,
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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": 500,
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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": null,
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"bl_alpha": 0.05,
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"bl_warmup_epochs": 0,
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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",
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"run_name": "run_20221230T235242",
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"wandb_run_name": "100_orig",
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"output_dir": "outputs",
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"epoch_start": 0,
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"checkpoint_epochs": 10,
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"load_path": null,
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"resume": null,
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"no_tensorboard": false,
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"no_progress_bar": false,
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"num_equivariant_samples": 0,
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"supervise_lambda": 0.01,
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"use_cuda": true,
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"save_dir": "outputs/cvrp_100/run_20221230T235242"
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}
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run_100_orig/epoch-499.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7d38a4b41cacb9414a5d3fc8aa00590afd0c8ff68e247a9c53061e60a7deee1f
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size 8383429
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run_20221230T16/args.json
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{
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"labelpath": "expert_data/vrp20_solution_2345.pkl",
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"problem": "cvrp",
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"graph_size": 100,
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"batch_size": 100,
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"epoch_size": 1280000,
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"val_size": 10000,
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"val_dataset": "expert_data/vrp20_valid_problem_2345.pkl",
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"train_dataset": "expert_data/vrp20_problem_2345.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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"label_aug": false,
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"consistancy_learning": false,
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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": 500,
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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": null,
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"bl_alpha": 0.05,
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"bl_warmup_epochs": 0,
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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",
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"run_name": "run_20221230T165510",
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"output_dir": "outputs",
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"epoch_start": 0,
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"load_path": null,
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"no_tensorboard": false,
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"no_progress_bar": false,
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"num_equivariant_samples": 0,
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"supervise_lambda": 0.01,
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"use_cuda": true,
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"save_dir": "outputs/cvrp_100/run_20221230T165510"
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}
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run_20221230T16/epoch-499.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:52a88ed3afbafc33ddf4d5cf2584e513dc476cef1e67f72549d65c6fecdf9dcf
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size 8383429
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run_20221230T1645/args.json
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{
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"labelpath": "expert_data/vrp20_solution_2345.pkl",
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"problem": "cvrp",
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"graph_size": 100,
|
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"batch_size": 100,
|
6 |
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"epoch_size": 1280000,
|
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"val_size": 10000,
|
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"val_dataset": "expert_data/vrp20_valid_problem_2345.pkl",
|
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"train_dataset": "expert_data/vrp20_problem_2345.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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"label_aug": false,
|
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"consistancy_learning": false,
|
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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": 500,
|
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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": null,
|
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"bl_alpha": 0.05,
|
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run_20_big_label_cons/args.json
ADDED
@@ -0,0 +1,49 @@
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|
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|
run_20_big_label_cons/epoch-499.pt
ADDED
@@ -0,0 +1,3 @@
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run_20_big_label_cons_eq5_lambda5/args.json
ADDED
@@ -0,0 +1,49 @@
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|
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|
run_20_big_label_cons_eq5_lambda5/epoch-499.pt
ADDED
@@ -0,0 +1,3 @@
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run_20_eq50_lambda20/args.json
ADDED
@@ -0,0 +1,49 @@
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|
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|
run_20_eq50_lambda20/epoch-499.pt
ADDED
@@ -0,0 +1,3 @@
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run_20_eq5_lambda20/args.json
ADDED
@@ -0,0 +1,49 @@
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|
49 |
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|
run_20_eq5_lambda20/epoch-499.pt
ADDED
@@ -0,0 +1,3 @@
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run_eq_5/args.json
ADDED
@@ -0,0 +1,49 @@
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|
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|
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|
48 |
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|
49 |
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|
run_eq_50/args.json
ADDED
@@ -0,0 +1,49 @@
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
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|
3 |
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|
4 |
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|
5 |
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|
6 |
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|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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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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|
27 |
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|
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|
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|
30 |
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|
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|
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|
35 |
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|
36 |
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|
37 |
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|
38 |
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|
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|
47 |
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|
48 |
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"save_dir": "outputs/cvrp_100/run_20221230T171606"
|
49 |
+
}
|
run_eq_50_1/args.json
ADDED
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"labelpath": "expert_data/vrp20_solution_2345.pkl",
|
3 |
+
"problem": "cvrp",
|
4 |
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|
5 |
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|
6 |
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|
7 |
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|
8 |
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|
9 |
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"train_dataset": "expert_data/vrp20_problem_2345.pkl",
|
10 |
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"model": "attention",
|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
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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|
31 |
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|
32 |
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|
33 |
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|
34 |
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|
35 |
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|
36 |
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|
37 |
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"wandb_run_name": "eq_50",
|
38 |
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|
39 |
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|
40 |
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|
41 |
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|
42 |
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|
43 |
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|
44 |
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|
45 |
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|
46 |
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|
47 |
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"use_cuda": true,
|
48 |
+
"save_dir": "outputs/cvrp_100/run_20221230T172942"
|
49 |
+
}
|
run_eq_5_2/args.json
ADDED
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"labelpath": "expert_data/vrp20_solution_2345.pkl",
|
3 |
+
"problem": "cvrp",
|
4 |
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|
5 |
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|
6 |
+
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|
7 |
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|
8 |
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|
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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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
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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|
31 |
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|
32 |
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|
33 |
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|
34 |
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|
35 |
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|
36 |
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|
37 |
+
"wandb_run_name": "eq_5",
|
38 |
+
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|
39 |
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|
40 |
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|
41 |
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|
42 |
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|
43 |
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|
44 |
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|
45 |
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|
46 |
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|
47 |
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"use_cuda": true,
|
48 |
+
"save_dir": "outputs/cvrp_100/run_20221230T172937"
|
49 |
+
}
|
run_eq_5_5/args.json
ADDED
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"labelpath": "expert_data/vrp20_solution_2345.pkl",
|
3 |
+
"problem": "cvrp",
|
4 |
+
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|
5 |
+
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|
6 |
+
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|
7 |
+
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|
8 |
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|
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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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
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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|
31 |
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|
32 |
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|
33 |
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34 |
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|
35 |
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|
36 |
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|
37 |
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|
38 |
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|
39 |
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|
40 |
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|
41 |
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|
42 |
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|
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|
44 |
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|
45 |
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|
46 |
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|
47 |
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|
48 |
+
"save_dir": "outputs/cvrp_100/run_20221230T194559"
|
49 |
+
}
|
run_eq_5_lambda1/args.json
ADDED
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"labelpath": "expert_data/vrp20_solution_2345.pkl",
|
3 |
+
"problem": "cvrp",
|
4 |
+
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|
5 |
+
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|
6 |
+
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|
7 |
+
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|
8 |
+
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|
9 |
+
"train_dataset": "expert_data/vrp20_problem_2345.pkl",
|
10 |
+
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|
11 |
+
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|
12 |
+
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|
13 |
+
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|
14 |
+
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
+
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|
20 |
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|
21 |
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|
22 |
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|
23 |
+
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|
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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|
31 |
+
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|
32 |
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|
33 |
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|
34 |
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|
35 |
+
"log_dir": "logs",
|
36 |
+
"run_name": "run_20221230T195101",
|
37 |
+
"wandb_run_name": "eq_5_lambda1",
|
38 |
+
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|
39 |
+
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|
40 |
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|
41 |
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|
42 |
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|
43 |
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|
44 |
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|
45 |
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|
46 |
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|
47 |
+
"use_cuda": true,
|
48 |
+
"save_dir": "outputs/cvrp_100/run_20221230T195101"
|
49 |
+
}
|
run_eq_5_lambda5/args.json
ADDED
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"labelpath": "expert_data/vrp20_solution_2345.pkl",
|
3 |
+
"problem": "cvrp",
|
4 |
+
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|
5 |
+
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|
6 |
+
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|
7 |
+
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|
8 |
+
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|
9 |
+
"train_dataset": "expert_data/vrp20_problem_2345.pkl",
|
10 |
+
"model": "attention",
|
11 |
+
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|
12 |
+
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|
13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
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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"bl_alpha": 0.05,
|
29 |
+
"bl_warmup_epochs": 0,
|
30 |
+
"eval_batch_size": 1024,
|
31 |
+
"checkpoint_encoder": false,
|
32 |
+
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|
33 |
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|
34 |
+
"log_step": 50,
|
35 |
+
"log_dir": "logs",
|
36 |
+
"run_name": "run_20221230T195720",
|
37 |
+
"wandb_run_name": "eq_5_lambda5",
|
38 |
+
"output_dir": "outputs",
|
39 |
+
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|
40 |
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|
41 |
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|
42 |
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|
43 |
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|
44 |
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|
45 |
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|
46 |
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|
47 |
+
"use_cuda": true,
|
48 |
+
"save_dir": "outputs/cvrp_100/run_20221230T195720"
|
49 |
+
}
|
run_orig/args.json
ADDED
@@ -0,0 +1,49 @@
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{
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"labelpath": "expert_data/vrp20_solution_2345.pkl",
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}
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run_vrp100_10_inputaug2/args.json
ADDED
@@ -0,0 +1,50 @@
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{
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"labelpath": "expert_data/vrp100_10_solution_2345.pkl",
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"problem": "cvrp",
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}
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run_vrp100_10_inputaug2/epoch-499.pt
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 8383429
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run_vrp100_10_inputaug4/args.json
ADDED
@@ -0,0 +1,50 @@
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{
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}
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run_vrp100_10_inputaug4/epoch-499.pt
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 8383429
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run_vrp100_10_inputaug6/args.json
ADDED
@@ -0,0 +1,50 @@
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}
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run_vrp100_10_inputaug6/epoch-499.pt
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:8cfd3524f5c9241b6849fd237fc14808e6b4745ae99c1819f969039167472a81
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size 8383429
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run_vrp100_10_inputaug8/args.json
ADDED
@@ -0,0 +1,50 @@
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{
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"save_dir": "outputs/cvrp_100/run_20230118T162810"
|
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}
|
run_vrp100_10_inputaug8/epoch-499.pt
ADDED
@@ -0,0 +1,3 @@
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|
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|
1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:d102839c659c40076a647d824ad26c3f438db9c0370c7c98df3897ecc9c978eb
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size 8383429
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run_vrp100_inputaug2/args.json
ADDED
@@ -0,0 +1,50 @@
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{
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|
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"problem": "cvrp",
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|
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run_vrp100_orig_lr1e-3/epoch-499.pt
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run_vrp100_orig_lr1e-5/args.json
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run_vrp100_orig_lr5e-4/epoch-499.pt
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run_vrp100_orig_lr5e-6/args.json
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