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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-10 10:45:41 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-10 10:45:41 -0500 |
| commit | bc93d2a673f5f971415715dad11c5e8baf2a6202 (patch) | |
| tree | fb7adf33603be79a7bc3860a43bb322fa91214ed /results/babyai_shared/pickup_p2/seed4103_clean_kp.json | |
| parent | 7b7d7a08a5e78c3379397f01f0c9af97d5d84fbd (diff) | |
results: reject diagonal SDIL on PickupLoc
Diffstat (limited to 'results/babyai_shared/pickup_p2/seed4103_clean_kp.json')
| -rw-r--r-- | results/babyai_shared/pickup_p2/seed4103_clean_kp.json | 262 |
1 files changed, 262 insertions, 0 deletions
diff --git a/results/babyai_shared/pickup_p2/seed4103_clean_kp.json b/results/babyai_shared/pickup_p2/seed4103_clean_kp.json new file mode 100644 index 0000000..5d862e9 --- /dev/null +++ b/results/babyai_shared/pickup_p2/seed4103_clean_kp.json @@ -0,0 +1,262 @@ +{ + "condition": "clean_kp", + "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": 0.6864033263608029 + }, + { + "epoch": 2, + "train_loss": 0.5136532720766569 + }, + { + "epoch": 3, + "train_loss": 0.4820757521453657 + }, + { + "epoch": 4, + "train_loss": 0.4678087641063489 + }, + { + "epoch": 5, + "train_loss": 0.4570458981237913 + }, + { + "epoch": 6, + "train_loss": 0.44718988864045395 + }, + { + "epoch": 7, + "train_loss": 0.43997702253492255 + }, + { + "epoch": 8, + "train_loss": 0.42566254320897556 + }, + { + "epoch": 9, + "train_loss": 0.4220644837931583 + }, + { + "epoch": 10, + "train_loss": 0.41289369489017286 + }, + { + "epoch": 11, + "train_loss": 0.405345781037682 + }, + { + "epoch": 12, + "train_loss": 0.40259038736945707 + }, + { + "epoch": 13, + "train_loss": 0.393158560112903 + }, + { + "epoch": 14, + "train_loss": 0.38850406364390727 + }, + { + "epoch": 15, + "train_loss": 0.3801098694926814 + }, + { + "epoch": 16, + "train_loss": 0.36695603276553906 + }, + { + "epoch": 17, + "train_loss": 0.35903412762441134 + }, + { + "epoch": 18, + "train_loss": 0.34711836858799583 + }, + { + "epoch": 19, + "train_loss": 0.3370369092727962 + }, + { + "epoch": 20, + "train_loss": 0.3200993647387153 + }, + { + "epoch": 21, + "train_loss": 0.3118796497897098 + }, + { + "epoch": 22, + "train_loss": 0.293176792420839 + }, + { + "epoch": 23, + "train_loss": 0.28278176423750423 + }, + { + "epoch": 24, + "train_loss": 0.2673768097789664 + }, + { + "epoch": 25, + "train_loss": 0.2630335626790398 + }, + { + "epoch": 26, + "train_loss": 0.2525263265559548 + }, + { + "epoch": 27, + "train_loss": 0.24664549178198764 + }, + { + "epoch": 28, + "train_loss": 0.23551284742982764 + }, + { + "epoch": 29, + "train_loss": 0.23284720298491027 + }, + { + "epoch": 30, + "train_loss": 0.22212432547619468 + }, + { + "epoch": 31, + "train_loss": 0.21526990802664506 + }, + { + "epoch": 32, + "train_loss": 0.20761467494462665 + }, + { + "epoch": 33, + "train_loss": 0.21185886748527225 + }, + { + "epoch": 34, + "train_loss": 0.20015101647690722 + }, + { + "epoch": 35, + "train_loss": 0.19496909729744258 + }, + { + "epoch": 36, + "train_loss": 0.1936807933763454 + }, + { + "epoch": 37, + "train_loss": 0.19314897574876483 + }, + { + "epoch": 38, + "train_loss": 0.1823754488794427 + }, + { + "epoch": 39, + "train_loss": 0.17861489517124077 + }, + { + "epoch": 40, + "train_loss": 0.17446756489967044 + } + ], + "epochs_completed": 40, + "finite": true, + "first_nonfinite_epoch": null, + "mission_lesion_rollout": { + "episodes": 500, + "mean_length": 45.232, + "mean_return": 0.305125, + "success": 0.412 + }, + "mission_lesion_validation": { + "accuracy": 0.7619664695877542, + "loss": 0.7881599735844866 + }, + "predictor": [], + "provenance": { + "cuda_device_name": "NVIDIA GeForce GTX 1080", + "cuda_peak_allocated_bytes": 130533376, + "cuda_visible_devices": "1", + "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": 28.356, + "mean_return": 0.56964375, + "success": 0.684 + }, + "stage": "babyai_pickup_p2", + "training": { + "batch_size": 256, + "history_steps": 4, + "model_seed": 4103, + "neutral_examples_per_epoch": 0, + "parameter_count_including_reciprocal_context_predictor": 1438215, + "shuffle_seed": 4103, + "total_wall_seconds_including_rollouts": 166.57137203216553, + "training_wall_seconds": 153.0613570213318 + }, + "validation": { + "accuracy": 0.8635296023325504, + "loss": 0.35984307350374345 + } +} |
