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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-10 10:34:53 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-10 10:34:53 -0500 |
| commit | 7b7d7a08a5e78c3379397f01f0c9af97d5d84fbd (patch) | |
| tree | fb5cde08a73396d3fc3d0cb639f8f031846856c4 /results/babyai_shared/pickup_p1/h8_clean_kp.json | |
| parent | a30c297eb8abf6f15f97dd4f35a2f530c9728100 (diff) | |
results: select four-step PickupLoc history
Diffstat (limited to 'results/babyai_shared/pickup_p1/h8_clean_kp.json')
| -rw-r--r-- | results/babyai_shared/pickup_p1/h8_clean_kp.json | 202 |
1 files changed, 202 insertions, 0 deletions
diff --git a/results/babyai_shared/pickup_p1/h8_clean_kp.json b/results/babyai_shared/pickup_p1/h8_clean_kp.json new file mode 100644 index 0000000..f51ec11 --- /dev/null +++ b/results/babyai_shared/pickup_p1/h8_clean_kp.json @@ -0,0 +1,202 @@ +{ + "condition": "clean_kp", + "config": { + "action_dim": 7, + "context_gain": 1.0, + "hidden_layers": 4, + "input_dim": 7928, + "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": 0.6952196103648135 + }, + { + "epoch": 2, + "train_loss": 0.5047668682274066 + }, + { + "epoch": 3, + "train_loss": 0.4749976762344963 + }, + { + "epoch": 4, + "train_loss": 0.4631779912898415 + }, + { + "epoch": 5, + "train_loss": 0.45011724729286995 + }, + { + "epoch": 6, + "train_loss": 0.43483660158358123 + }, + { + "epoch": 7, + "train_loss": 0.4248962173963848 + }, + { + "epoch": 8, + "train_loss": 0.4174242968935716 + }, + { + "epoch": 9, + "train_loss": 0.41010714556041516 + }, + { + "epoch": 10, + "train_loss": 0.4014566550756756 + }, + { + "epoch": 11, + "train_loss": 0.39507218191498206 + }, + { + "epoch": 12, + "train_loss": 0.3851292588836268 + }, + { + "epoch": 13, + "train_loss": 0.3778882456453223 + }, + { + "epoch": 14, + "train_loss": 0.3718921935558319 + }, + { + "epoch": 15, + "train_loss": 0.36200399285868595 + }, + { + "epoch": 16, + "train_loss": 0.3529288729868437 + }, + { + "epoch": 17, + "train_loss": 0.34455470483554035 + }, + { + "epoch": 18, + "train_loss": 0.3405523705168774 + }, + { + "epoch": 19, + "train_loss": 0.33339980376394174 + }, + { + "epoch": 20, + "train_loss": 0.32586026505420085 + }, + { + "epoch": 21, + "train_loss": 0.32184638095529455 + }, + { + "epoch": 22, + "train_loss": 0.3121714940510298 + }, + { + "epoch": 23, + "train_loss": 0.30236716722187246 + }, + { + "epoch": 24, + "train_loss": 0.2920462249768408 + }, + { + "epoch": 25, + "train_loss": 0.28397564828395844 + } + ], + "epochs_completed": 25, + "finite": true, + "first_nonfinite_epoch": null, + "mission_lesion_rollout": { + "episodes": 500, + "mean_length": 48.154, + "mean_return": 0.25483437499999995, + "success": 0.32 + }, + "mission_lesion_validation": { + "accuracy": 0.7601846602413542, + "loss": 0.5676966533010533 + }, + "predictor": [], + "provenance": { + "cuda_device_name": "NVIDIA GeForce GTX 1080", + "cuda_peak_allocated_bytes": 247702528, + "cuda_visible_devices": "3", + "device": "cuda:0", + "git_commit": "a30c297eb8abf6f15f97dd4f35a2f530c9728100", + "git_dirty_tracked": false, + "minigrid_version": "3.1.0", + "torch_version": "2.3.1+cu118" + }, + "rollout": { + "episodes": 500, + "mean_length": 40.478, + "mean_return": 0.372978125, + "success": 0.422 + }, + "stage": "babyai_pickup_p1", + "training": { + "batch_size": 256, + "history_steps": 8, + "model_seed": 4101, + "neutral_examples_per_epoch": 0, + "parameter_count_including_reciprocal_context_predictor": 2452999, + "shuffle_seed": 4101, + "total_wall_seconds_including_rollouts": 117.14025735855103, + "training_wall_seconds": 101.26001691818237 + }, + "validation": { + "accuracy": 0.8334818174455333, + "loss": 0.37354338703014944 + } +} |
