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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-10 10:30:33 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-10 10:30:33 -0500 |
| commit | 17fd6e1843adfa11a9958fd21e056c304805bde2 (patch) | |
| tree | e350a2c779812d6377235f7238dbe02d21afaf37 /results/babyai_shared/pickup_p0/d2_lr0.01_bp.json | |
| parent | 17a4224239458781155acb91cfb5f9ea71844663 (diff) | |
results: close feedforward PickupLoc gate
Diffstat (limited to 'results/babyai_shared/pickup_p0/d2_lr0.01_bp.json')
| -rw-r--r-- | results/babyai_shared/pickup_p0/d2_lr0.01_bp.json | 161 |
1 files changed, 161 insertions, 0 deletions
diff --git a/results/babyai_shared/pickup_p0/d2_lr0.01_bp.json b/results/babyai_shared/pickup_p0/d2_lr0.01_bp.json new file mode 100644 index 0000000..c7f82a4 --- /dev/null +++ b/results/babyai_shared/pickup_p0/d2_lr0.01_bp.json @@ -0,0 +1,161 @@ +{ + "condition": "bp", + "config": { + "action_dim": 7, + "context_gain": 1.0, + "hidden_layers": 2, + "input_dim": 984, + "learning_rate": 0.01, + "mission_dim": 23, + "momentum": 0.9, + "reciprocal_learning_rate": 0.01, + "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": 0.7629744564859491 + }, + { + "epoch": 2, + "train_loss": 0.6666856745669716 + }, + { + "epoch": 3, + "train_loss": 0.6544169373261302 + }, + { + "epoch": 4, + "train_loss": 0.647978503955038 + }, + { + "epoch": 5, + "train_loss": 0.6390260830678438 + }, + { + "epoch": 6, + "train_loss": 0.6251882618351986 + }, + { + "epoch": 7, + "train_loss": 0.6098556981588665 + }, + { + "epoch": 8, + "train_loss": 0.5832556275317543 + }, + { + "epoch": 9, + "train_loss": 0.5497130578442624 + }, + { + "epoch": 10, + "train_loss": 0.5191664356934397 + }, + { + "epoch": 11, + "train_loss": 0.4923379595656144 + }, + { + "epoch": 12, + "train_loss": 0.47387167209073117 + }, + { + "epoch": 13, + "train_loss": 0.4634372958384062 + }, + { + "epoch": 14, + "train_loss": 0.4495846606555738 + }, + { + "epoch": 15, + "train_loss": 0.4385373055934906 + } + ], + "epochs_completed": 15, + "finite": true, + "first_nonfinite_epoch": null, + "mission_lesion_rollout": { + "episodes": 500, + "mean_length": 55.368, + "mean_return": 0.13698749999999998, + "success": 0.156 + }, + "mission_lesion_validation": { + "accuracy": 0.6326233093059043, + "loss": 0.8153243552646898 + }, + "predictor": [], + "provenance": { + "cuda_device_name": "NVIDIA GeForce GTX 1080", + "cuda_peak_allocated_bytes": 41183232, + "cuda_visible_devices": "0", + "device": "cuda:0", + "git_commit": "17a4224239458781155acb91cfb5f9ea71844663", + "git_dirty_tracked": false, + "minigrid_version": "3.1.0", + "torch_version": "2.3.1+cu118" + }, + "rollout": { + "episodes": 500, + "mean_length": 35.04, + "mean_return": 0.45705000000000007, + "success": 0.498 + }, + "stage": "babyai_shared_b0", + "training": { + "batch_size": 256, + "model_seed": 4101, + "neutral_examples_per_epoch": 0, + "parameter_count_including_reciprocal_context_predictor": 399879, + "shuffle_seed": 4101, + "total_wall_seconds_including_rollouts": 129.50609016418457, + "training_wall_seconds": 113.70090627670288 + }, + "validation": { + "accuracy": 0.819875273345752, + "loss": 0.45946065495349603 + } +} |
