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Diffstat (limited to 'results/babyai_shared/pickup_p2/seed4101_bp.json')
| -rw-r--r-- | results/babyai_shared/pickup_p2/seed4101_bp.json | 262 |
1 files changed, 262 insertions, 0 deletions
diff --git a/results/babyai_shared/pickup_p2/seed4101_bp.json b/results/babyai_shared/pickup_p2/seed4101_bp.json new file mode 100644 index 0000000..371cc33 --- /dev/null +++ b/results/babyai_shared/pickup_p2/seed4101_bp.json @@ -0,0 +1,262 @@ +{ + "condition": "bp", + "config": { + "action_dim": 7, + "context_gain": 1.0, + "hidden_layers": 4, + "input_dim": 3964, + "learning_rate": 0.03, + "mission_dim": 23, + "momentum": 0.9, + "reciprocal_learning_rate": 0.03, + "weight_decay": 0.0001, + "width": 256 + }, + "data": { + "color_cardinality": 6, + "elapsed_seconds": 81.82925486564636, + "env_id": "BabyAI-PickupLoc-v0", + "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": 121467, + "validation_episodes": 2000, + "validation_steps": 12347, + "vocabulary": [ + "<unk>", + "a", + "ball", + "behind", + "blue", + "box", + "front", + "green", + "grey", + "in", + "key", + "left", + "of", + "on", + "pick", + "purple", + "red", + "right", + "the", + "up", + "yellow", + "you", + "your" + ] + }, + "epoch_history": [ + { + "epoch": 1, + "train_loss": 0.617732492434351 + }, + { + "epoch": 2, + "train_loss": 0.4960194272116611 + }, + { + "epoch": 3, + "train_loss": 0.46592118231873764 + }, + { + "epoch": 4, + "train_loss": 0.4488015041225835 + }, + { + "epoch": 5, + "train_loss": 0.43406150341033933 + }, + { + "epoch": 6, + "train_loss": 0.40718337021375955 + }, + { + "epoch": 7, + "train_loss": 0.3807649670776568 + }, + { + "epoch": 8, + "train_loss": 0.3537148001319484 + }, + { + "epoch": 9, + "train_loss": 0.32643107909905283 + }, + { + "epoch": 10, + "train_loss": 0.3063848673356207 + }, + { + "epoch": 11, + "train_loss": 0.28984395764375986 + }, + { + "epoch": 12, + "train_loss": 0.2761740297392795 + }, + { + "epoch": 13, + "train_loss": 0.2647564570841036 + }, + { + "epoch": 14, + "train_loss": 0.25636729594908264 + }, + { + "epoch": 15, + "train_loss": 0.24771365335113124 + }, + { + "epoch": 16, + "train_loss": 0.2439696610287616 + }, + { + "epoch": 17, + "train_loss": 0.2316527129474439 + }, + { + "epoch": 18, + "train_loss": 0.22913515367006002 + }, + { + "epoch": 19, + "train_loss": 0.21849248581811 + }, + { + "epoch": 20, + "train_loss": 0.21554886654803626 + }, + { + "epoch": 21, + "train_loss": 0.20946172889910247 + }, + { + "epoch": 22, + "train_loss": 0.20310457860168657 + }, + { + "epoch": 23, + "train_loss": 0.2004946485946053 + }, + { + "epoch": 24, + "train_loss": 0.19238460020015113 + }, + { + "epoch": 25, + "train_loss": 0.19454976933567147 + }, + { + "epoch": 26, + "train_loss": 0.1896667920915704 + }, + { + "epoch": 27, + "train_loss": 0.17798410443883192 + }, + { + "epoch": 28, + "train_loss": 0.18044299861318186 + }, + { + "epoch": 29, + "train_loss": 0.17217574811295458 + }, + { + "epoch": 30, + "train_loss": 0.1684879423128931 + }, + { + "epoch": 31, + "train_loss": 0.16110639711743907 + }, + { + "epoch": 32, + "train_loss": 0.1620375840914877 + }, + { + "epoch": 33, + "train_loss": 0.15719828299785915 + }, + { + "epoch": 34, + "train_loss": 0.1522270987222069 + }, + { + "epoch": 35, + "train_loss": 0.14935507338297996 + }, + { + "epoch": 36, + "train_loss": 0.1444174110889435 + }, + { + "epoch": 37, + "train_loss": 0.14394060233705921 + }, + { + "epoch": 38, + "train_loss": 0.13934059754798286 + }, + { + "epoch": 39, + "train_loss": 0.13100762662918944 + }, + { + "epoch": 40, + "train_loss": 0.1349288523667737 + } + ], + "epochs_completed": 40, + "finite": true, + "first_nonfinite_epoch": null, + "mission_lesion_rollout": { + "episodes": 500, + "mean_length": 41.77, + "mean_return": 0.36140937500000003, + "success": 0.488 + }, + "mission_lesion_validation": { + "accuracy": 0.7446343241273183, + "loss": 0.9336490147585154 + }, + "predictor": [], + "provenance": { + "cuda_device_name": "NVIDIA GeForce GTX 1080", + "cuda_peak_allocated_bytes": 130533376, + "cuda_visible_devices": "0", + "device": "cuda:0", + "git_commit": "7b7d7a08a5e78c3379397f01f0c9af97d5d84fbd", + "git_dirty_tracked": false, + "minigrid_version": "3.1.0", + "torch_version": "2.3.1+cu118" + }, + "rollout": { + "episodes": 500, + "mean_length": 22.676, + "mean_return": 0.66191875, + "success": 0.808 + }, + "stage": "babyai_pickup_p2", + "training": { + "batch_size": 256, + "history_steps": 4, + "model_seed": 4101, + "neutral_examples_per_epoch": 0, + "parameter_count_including_reciprocal_context_predictor": 1438215, + "shuffle_seed": 4101, + "total_wall_seconds_including_rollouts": 337.6041464805603, + "training_wall_seconds": 322.6370050907135 + }, + "validation": { + "accuracy": 0.878108042439459, + "loss": 0.3454075009463489 + } +} |