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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/seed4102_clean_kp.json | |
| parent | 7b7d7a08a5e78c3379397f01f0c9af97d5d84fbd (diff) | |
results: reject diagonal SDIL on PickupLoc
Diffstat (limited to 'results/babyai_shared/pickup_p2/seed4102_clean_kp.json')
| -rw-r--r-- | results/babyai_shared/pickup_p2/seed4102_clean_kp.json | 262 |
1 files changed, 262 insertions, 0 deletions
diff --git a/results/babyai_shared/pickup_p2/seed4102_clean_kp.json b/results/babyai_shared/pickup_p2/seed4102_clean_kp.json new file mode 100644 index 0000000..9cd9956 --- /dev/null +++ b/results/babyai_shared/pickup_p2/seed4102_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": 0.681839566669966 + }, + { + "epoch": 2, + "train_loss": 0.5106817564838811 + }, + { + "epoch": 3, + "train_loss": 0.4866123088410026 + }, + { + "epoch": 4, + "train_loss": 0.46724821322842647 + }, + { + "epoch": 5, + "train_loss": 0.45275609010144285 + }, + { + "epoch": 6, + "train_loss": 0.444956036241431 + }, + { + "epoch": 7, + "train_loss": 0.4342330169050317 + }, + { + "epoch": 8, + "train_loss": 0.42846722878907856 + }, + { + "epoch": 9, + "train_loss": 0.41873464232996893 + }, + { + "epoch": 10, + "train_loss": 0.4157650209100623 + }, + { + "epoch": 11, + "train_loss": 0.40508943651851853 + }, + { + "epoch": 12, + "train_loss": 0.3999078395492152 + }, + { + "epoch": 13, + "train_loss": 0.3982298595654337 + }, + { + "epoch": 14, + "train_loss": 0.3850154632016232 + }, + { + "epoch": 15, + "train_loss": 0.3766156781347174 + }, + { + "epoch": 16, + "train_loss": 0.368439452836388 + }, + { + "epoch": 17, + "train_loss": 0.3616289800719211 + }, + { + "epoch": 18, + "train_loss": 0.3508304416505914 + }, + { + "epoch": 19, + "train_loss": 0.3401417228422667 + }, + { + "epoch": 20, + "train_loss": 0.3305343171797301 + }, + { + "epoch": 21, + "train_loss": 0.3165550116802517 + }, + { + "epoch": 22, + "train_loss": 0.3019398627469414 + }, + { + "epoch": 23, + "train_loss": 0.29349281496123264 + }, + { + "epoch": 24, + "train_loss": 0.2876167286697187 + }, + { + "epoch": 25, + "train_loss": 0.26772761492352737 + }, + { + "epoch": 26, + "train_loss": 0.26045800096110294 + }, + { + "epoch": 27, + "train_loss": 0.24848401973122045 + }, + { + "epoch": 28, + "train_loss": 0.2440636997787576 + }, + { + "epoch": 29, + "train_loss": 0.2351069336188467 + }, + { + "epoch": 30, + "train_loss": 0.23047932257777767 + }, + { + "epoch": 31, + "train_loss": 0.22535064524725865 + }, + { + "epoch": 32, + "train_loss": 0.22159839981480647 + }, + { + "epoch": 33, + "train_loss": 0.2125453116078126 + }, + { + "epoch": 34, + "train_loss": 0.20711057270828045 + }, + { + "epoch": 35, + "train_loss": 0.20062021220985213 + }, + { + "epoch": 36, + "train_loss": 0.19858844374355517 + }, + { + "epoch": 37, + "train_loss": 0.1931002575629636 + }, + { + "epoch": 38, + "train_loss": 0.1893660755063358 + }, + { + "epoch": 39, + "train_loss": 0.18631849710878573 + }, + { + "epoch": 40, + "train_loss": 0.18104866024694943 + } + ], + "epochs_completed": 40, + "finite": true, + "first_nonfinite_epoch": null, + "mission_lesion_rollout": { + "episodes": 500, + "mean_length": 41.762, + "mean_return": 0.36832187499999997, + "success": 0.556 + }, + "mission_lesion_validation": { + "accuracy": 0.7485219081558273, + "loss": 0.7462387038617324 + }, + "predictor": [], + "provenance": { + "cuda_device_name": "NVIDIA GeForce GTX 1080", + "cuda_peak_allocated_bytes": 130533376, + "cuda_visible_devices": "5", + "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": 25.062, + "mean_return": 0.6245656249999999, + "success": 0.77 + }, + "stage": "babyai_pickup_p2", + "training": { + "batch_size": 256, + "history_steps": 4, + "model_seed": 4102, + "neutral_examples_per_epoch": 0, + "parameter_count_including_reciprocal_context_predictor": 1438215, + "shuffle_seed": 4102, + "total_wall_seconds_including_rollouts": 340.4907646179199, + "training_wall_seconds": 326.9207751750946 + }, + "validation": { + "accuracy": 0.8682270997003321, + "loss": 0.3341673115462806 + } +} |
