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Diffstat (limited to 'results/babyai_shared/b1/seed4102_bp.json')
| -rw-r--r-- | results/babyai_shared/b1/seed4102_bp.json | 251 |
1 files changed, 251 insertions, 0 deletions
diff --git a/results/babyai_shared/b1/seed4102_bp.json b/results/babyai_shared/b1/seed4102_bp.json new file mode 100644 index 0000000..65b0955 --- /dev/null +++ b/results/babyai_shared/b1/seed4102_bp.json @@ -0,0 +1,251 @@ +{ + "condition": "bp", + "config": { + "action_dim": 7, + "context_gain": 1.0, + "hidden_layers": 2, + "input_dim": 984, + "learning_rate": 0.01, + "mission_dim": 13, + "momentum": 0.9, + "reciprocal_learning_rate": 0.01, + "weight_decay": 0.0001, + "width": 256 + }, + "data": { + "color_cardinality": 6, + "elapsed_seconds": 37.730633020401, + "env_id": "BabyAI-GoToObjS6-v1", + "minigrid_version": "3.1.0", + "object_cardinality": 11, + "protocol": "babyai_shared_feedback_b0", + "rollout_episodes": 500, + "rollout_seed_start": 200000, + "state_cardinality": 3, + "train_episodes": 20000, + "train_steps": 70159, + "validation_episodes": 2000, + "validation_steps": 7019, + "vocabulary": [ + "<unk>", + "ball", + "blue", + "box", + "go", + "green", + "grey", + "key", + "purple", + "red", + "the", + "to", + "yellow" + ] + }, + "epoch_history": [ + { + "epoch": 1, + "train_loss": 0.35355447364124387 + }, + { + "epoch": 2, + "train_loss": 0.042185719047080385 + }, + { + "epoch": 3, + "train_loss": 0.019281441472809423 + }, + { + "epoch": 4, + "train_loss": 0.015513235063884747 + }, + { + "epoch": 5, + "train_loss": 0.013296923749995502 + }, + { + "epoch": 6, + "train_loss": 0.012671216844411736 + }, + { + "epoch": 7, + "train_loss": 0.014801131509646605 + }, + { + "epoch": 8, + "train_loss": 0.011190175573574379 + }, + { + "epoch": 9, + "train_loss": 0.011067502123346045 + }, + { + "epoch": 10, + "train_loss": 0.012195465334860439 + }, + { + "epoch": 11, + "train_loss": 0.011578771525104954 + }, + { + "epoch": 12, + "train_loss": 0.011191591258076105 + }, + { + "epoch": 13, + "train_loss": 0.010304119926665656 + }, + { + "epoch": 14, + "train_loss": 0.010280991342045706 + }, + { + "epoch": 15, + "train_loss": 0.010555616432949054 + }, + { + "epoch": 16, + "train_loss": 0.010838844217995013 + }, + { + "epoch": 17, + "train_loss": 0.011003393904221328 + }, + { + "epoch": 18, + "train_loss": 0.00977229246150025 + }, + { + "epoch": 19, + "train_loss": 0.010014041190416637 + }, + { + "epoch": 20, + "train_loss": 0.010900152776686644 + }, + { + "epoch": 21, + "train_loss": 0.011283926658798009 + }, + { + "epoch": 22, + "train_loss": 0.010686473336536438 + }, + { + "epoch": 23, + "train_loss": 0.009769557828972625 + }, + { + "epoch": 24, + "train_loss": 0.010240042670841583 + }, + { + "epoch": 25, + "train_loss": 0.009798416777471588 + }, + { + "epoch": 26, + "train_loss": 0.01003834310199388 + }, + { + "epoch": 27, + "train_loss": 0.00971504575424743 + }, + { + "epoch": 28, + "train_loss": 0.009448815450199287 + }, + { + "epoch": 29, + "train_loss": 0.009595394653098827 + }, + { + "epoch": 30, + "train_loss": 0.009837813718159769 + }, + { + "epoch": 31, + "train_loss": 0.009620558681940151 + }, + { + "epoch": 32, + "train_loss": 0.009997257824500345 + }, + { + "epoch": 33, + "train_loss": 0.009587076458529653 + }, + { + "epoch": 34, + "train_loss": 0.009427764000191184 + }, + { + "epoch": 35, + "train_loss": 0.009570616646458141 + }, + { + "epoch": 36, + "train_loss": 0.009372298921966418 + }, + { + "epoch": 37, + "train_loss": 0.009358159794302826 + }, + { + "epoch": 38, + "train_loss": 0.00933290207785004 + }, + { + "epoch": 39, + "train_loss": 0.009472835550338708 + }, + { + "epoch": 40, + "train_loss": 0.009313055751527743 + } + ], + "epochs_completed": 40, + "finite": true, + "first_nonfinite_epoch": null, + "mission_lesion_rollout": { + "episodes": 500, + "mean_length": 4.61, + "mean_return": 0.8815500000000002, + "success": 0.968 + }, + "mission_lesion_validation": { + "accuracy": 0.9920216555064824, + "loss": 0.0308635174710113 + }, + "predictor": [], + "provenance": { + "cuda_device_name": "NVIDIA GeForce GTX 1080", + "cuda_peak_allocated_bytes": 39800832, + "cuda_visible_devices": "4", + "device": "cuda:0", + "git_commit": "e3011f144a018f6415b3c2a636c0646e412b3ced", + "git_dirty_tracked": false, + "minigrid_version": "3.1.0", + "torch_version": "2.3.1+cu118" + }, + "rollout": { + "episodes": 500, + "mean_length": 4.29, + "mean_return": 0.8905500000000001, + "success": 0.978 + }, + "stage": "babyai_shared_b1", + "training": { + "batch_size": 256, + "model_seed": 4102, + "neutral_examples_per_epoch": 0, + "parameter_count_including_reciprocal_context_predictor": 394759, + "shuffle_seed": 4102, + "total_wall_seconds_including_rollouts": 180.92169880867004, + "training_wall_seconds": 176.77257347106934 + }, + "validation": { + "accuracy": 0.9974355321270836, + "loss": 0.009139203621054123 + } +} |