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Diffstat (limited to 'results/babyai_shared/b1/seed4101_bp.json')
| -rw-r--r-- | results/babyai_shared/b1/seed4101_bp.json | 251 |
1 files changed, 251 insertions, 0 deletions
diff --git a/results/babyai_shared/b1/seed4101_bp.json b/results/babyai_shared/b1/seed4101_bp.json new file mode 100644 index 0000000..8f9aa04 --- /dev/null +++ b/results/babyai_shared/b1/seed4101_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": 0.35939537301659585 + }, + { + "epoch": 2, + "train_loss": 0.04168066847730767 + }, + { + "epoch": 3, + "train_loss": 0.01859026498753916 + }, + { + "epoch": 4, + "train_loss": 0.015395146521993659 + }, + { + "epoch": 5, + "train_loss": 0.015227786766534503 + }, + { + "epoch": 6, + "train_loss": 0.012962078500369734 + }, + { + "epoch": 7, + "train_loss": 0.013404185661241751 + }, + { + "epoch": 8, + "train_loss": 0.01239592205690728 + }, + { + "epoch": 9, + "train_loss": 0.012198219955157996 + }, + { + "epoch": 10, + "train_loss": 0.011407826012000442 + }, + { + "epoch": 11, + "train_loss": 0.010740509365939281 + }, + { + "epoch": 12, + "train_loss": 0.01174285890576853 + }, + { + "epoch": 13, + "train_loss": 0.012136201211251318 + }, + { + "epoch": 14, + "train_loss": 0.010752951244569637 + }, + { + "epoch": 15, + "train_loss": 0.010369447311809794 + }, + { + "epoch": 16, + "train_loss": 0.01007143171355975 + }, + { + "epoch": 17, + "train_loss": 0.011025185833727432 + }, + { + "epoch": 18, + "train_loss": 0.010670005309564823 + }, + { + "epoch": 19, + "train_loss": 0.010151156608692624 + }, + { + "epoch": 20, + "train_loss": 0.010251642129891976 + }, + { + "epoch": 21, + "train_loss": 0.01011152534618635 + }, + { + "epoch": 22, + "train_loss": 0.009685466071823612 + }, + { + "epoch": 23, + "train_loss": 0.01069813368905505 + }, + { + "epoch": 24, + "train_loss": 0.010710137346018615 + }, + { + "epoch": 25, + "train_loss": 0.01011071698105132 + }, + { + "epoch": 26, + "train_loss": 0.009644118504260075 + }, + { + "epoch": 27, + "train_loss": 0.009702050907283344 + }, + { + "epoch": 28, + "train_loss": 0.010063305073708761 + }, + { + "epoch": 29, + "train_loss": 0.009666770600332794 + }, + { + "epoch": 30, + "train_loss": 0.009591050190554763 + }, + { + "epoch": 31, + "train_loss": 0.00987653798296709 + }, + { + "epoch": 32, + "train_loss": 0.00944871237702583 + }, + { + "epoch": 33, + "train_loss": 0.009831787788584321 + }, + { + "epoch": 34, + "train_loss": 0.009708568485220894 + }, + { + "epoch": 35, + "train_loss": 0.00941432591813447 + }, + { + "epoch": 36, + "train_loss": 0.009692842404315756 + }, + { + "epoch": 37, + "train_loss": 0.009456626759545709 + }, + { + "epoch": 38, + "train_loss": 0.009676380681551315 + }, + { + "epoch": 39, + "train_loss": 0.009368902054848149 + }, + { + "epoch": 40, + "train_loss": 0.009439258407060565 + } + ], + "epochs_completed": 40, + "finite": true, + "first_nonfinite_epoch": null, + "mission_lesion_rollout": { + "episodes": 500, + "mean_length": 12.65, + "mean_return": 0.65555, + "success": 0.718 + }, + "mission_lesion_validation": { + "accuracy": 0.8236215985183074, + "loss": 0.5513675970677246 + }, + "predictor": [], + "provenance": { + "cuda_device_name": "NVIDIA GeForce GTX 1080", + "cuda_peak_allocated_bytes": 39800832, + "cuda_visible_devices": "0", + "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": 4101, + "neutral_examples_per_epoch": 0, + "parameter_count_including_reciprocal_context_predictor": 394759, + "shuffle_seed": 4101, + "total_wall_seconds_including_rollouts": 184.13239169120789, + "training_wall_seconds": 178.87876749038696 + }, + "validation": { + "accuracy": 0.9974355321270836, + "loss": 0.007173381226747901 + } +} |