{ "problem": "cvrp", "graph_size": 20, "batch_size": 512, "epoch_size": 1280000, "val_size": 10000, "val_dataset": "data/vrp/vrp20_validation_seed4321.pkl", "model": "attention", "embedding_dim": 128, "hidden_dim": 128, "n_encode_layers": 3, "tanh_clipping": 10.0, "normalization": "batch", "lr_model": 0.0001, "lr_critic": 0.0001, "lr_decay": 1.0, "eval_only": false, "n_epochs": 100, "seed": 1234, "max_grad_norm": 1.0, "no_cuda": false, "exp_beta": 0.8, "baseline": "rollout", "bl_alpha": 0.05, "bl_warmup_epochs": 1, "eval_batch_size": 1024, "checkpoint_encoder": false, "shrink_size": null, "data_distribution": null, "log_step": 50, "log_dir": "logs_test", "run_dir": "runs_test", "run_name": "dec10_equivariant_10_20221210T165824", "output_dir": "outputs_test", "image_dir": "images", "epoch_start": 0, "checkpoint_epochs": 1, "load_path": null, "resume": null, "no_tensorboard": false, "no_progress_bar": false, "use_symmetry_ll": false, "supervise_symmetry": false, "restrict_symmetry": false, "angle_threshold": 0.5, "alternate": false, "alternate_freq": 5, "plot_freq": 0, "supervise_lambda": 0.01, "alex_symmetric_loss": false, "both_losses": false, "plot_symmetric_ll": false, "cap_50": 40, "decay_mode": -1, "num_equivariant_samples": 10, "use_starts": false, "use_cuda": true, "variant_name": "org", "save_dir": "outputs_test/cvrp_20/org/dec10_equivariant_10_20221210T165824", "plot_dir": "images/cvrp_20/org/dec10_equivariant_10_20221210T165824" }