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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_lr0.03_clean_kp.json | |
| parent | 17a4224239458781155acb91cfb5f9ea71844663 (diff) | |
results: close feedforward PickupLoc gate
Diffstat (limited to 'results/babyai_shared/pickup_p0/d2_lr0.03_clean_kp.json')
| -rw-r--r-- | results/babyai_shared/pickup_p0/d2_lr0.03_clean_kp.json | 161 |
1 files changed, 161 insertions, 0 deletions
diff --git a/results/babyai_shared/pickup_p0/d2_lr0.03_clean_kp.json b/results/babyai_shared/pickup_p0/d2_lr0.03_clean_kp.json new file mode 100644 index 0000000..202560b --- /dev/null +++ b/results/babyai_shared/pickup_p0/d2_lr0.03_clean_kp.json @@ -0,0 +1,161 @@ +{ + "condition": "clean_kp", + "config": { + "action_dim": 7, + "context_gain": 1.0, + "hidden_layers": 2, + "input_dim": 984, + "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": 0.7569978703950581 + }, + { + "epoch": 2, + "train_loss": 0.6640346079123648 + }, + { + "epoch": 3, + "train_loss": 0.6450717353820801 + }, + { + "epoch": 4, + "train_loss": 0.6339595061854312 + }, + { + "epoch": 5, + "train_loss": 0.615129813269565 + }, + { + "epoch": 6, + "train_loss": 0.5775934231908698 + }, + { + "epoch": 7, + "train_loss": 0.5496430050699335 + }, + { + "epoch": 8, + "train_loss": 0.5214913842552586 + }, + { + "epoch": 9, + "train_loss": 0.5074587830744292 + }, + { + "epoch": 10, + "train_loss": 0.489895092625367 + }, + { + "epoch": 11, + "train_loss": 0.4762643372385125 + }, + { + "epoch": 12, + "train_loss": 0.46682736503450495 + }, + { + "epoch": 13, + "train_loss": 0.4581571973624982 + }, + { + "epoch": 14, + "train_loss": 0.4478275369343005 + }, + { + "epoch": 15, + "train_loss": 0.4360358424563157 + } + ], + "epochs_completed": 15, + "finite": true, + "first_nonfinite_epoch": null, + "mission_lesion_rollout": { + "episodes": 500, + "mean_length": 55.146, + "mean_return": 0.13970937500000002, + "success": 0.152 + }, + "mission_lesion_validation": { + "accuracy": 0.5446667206608893, + "loss": 1.0876726227906528 + }, + "predictor": [], + "provenance": { + "cuda_device_name": "NVIDIA GeForce GTX 1080", + "cuda_peak_allocated_bytes": 41183232, + "cuda_visible_devices": "3", + "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": 36.52, + "mean_return": 0.4334375, + "success": 0.47 + }, + "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": 131.08930659294128, + "training_wall_seconds": 116.1480062007904 + }, + "validation": { + "accuracy": 0.8088604519316434, + "loss": 0.476227336193643 + } +} |
