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Diffstat (limited to 'results/babyai_shared/b1/seed4101_clean_kp.json')
| -rw-r--r-- | results/babyai_shared/b1/seed4101_clean_kp.json | 251 |
1 files changed, 251 insertions, 0 deletions
diff --git a/results/babyai_shared/b1/seed4101_clean_kp.json b/results/babyai_shared/b1/seed4101_clean_kp.json new file mode 100644 index 0000000..1448a93 --- /dev/null +++ b/results/babyai_shared/b1/seed4101_clean_kp.json @@ -0,0 +1,251 @@ +{ + "condition": "clean_kp", + "config": { + "action_dim": 7, + "context_gain": 1.0, + "hidden_layers": 2, + "input_dim": 984, + "learning_rate": 0.01, + "mission_dim": 13, + "momentum": 0.9, + "reciprocal_learning_rate": 0.01, + "weight_decay": 0.0001, + "width": 256 + }, + "data": { + "color_cardinality": 6, + "elapsed_seconds": 37.730633020401, + "env_id": "BabyAI-GoToObjS6-v1", + "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": 70159, + "validation_episodes": 2000, + "validation_steps": 7019, + "vocabulary": [ + "<unk>", + "ball", + "blue", + "box", + "go", + "green", + "grey", + "key", + "purple", + "red", + "the", + "to", + "yellow" + ] + }, + "epoch_history": [ + { + "epoch": 1, + "train_loss": 0.42220023420724 + }, + { + "epoch": 2, + "train_loss": 0.042795064787973056 + }, + { + "epoch": 3, + "train_loss": 0.01790234833363105 + }, + { + "epoch": 4, + "train_loss": 0.014970682340420106 + }, + { + "epoch": 5, + "train_loss": 0.014731389162638648 + }, + { + "epoch": 6, + "train_loss": 0.012619410693137482 + }, + { + "epoch": 7, + "train_loss": 0.013174676087642596 + }, + { + "epoch": 8, + "train_loss": 0.012047174987383186 + }, + { + "epoch": 9, + "train_loss": 0.011912513411900198 + }, + { + "epoch": 10, + "train_loss": 0.011198682525110516 + }, + { + "epoch": 11, + "train_loss": 0.010507440414618362 + }, + { + "epoch": 12, + "train_loss": 0.011464962014843795 + }, + { + "epoch": 13, + "train_loss": 0.011738500667905266 + }, + { + "epoch": 14, + "train_loss": 0.010477929167999802 + }, + { + "epoch": 15, + "train_loss": 0.010263334540861913 + }, + { + "epoch": 16, + "train_loss": 0.009940880649638446 + }, + { + "epoch": 17, + "train_loss": 0.010815388056322593 + }, + { + "epoch": 18, + "train_loss": 0.010474997439569879 + }, + { + "epoch": 19, + "train_loss": 0.010014792824460363 + }, + { + "epoch": 20, + "train_loss": 0.010134345417503606 + }, + { + "epoch": 21, + "train_loss": 0.009996894708072598 + }, + { + "epoch": 22, + "train_loss": 0.009606571660101922 + }, + { + "epoch": 23, + "train_loss": 0.010532528261061418 + }, + { + "epoch": 24, + "train_loss": 0.010634511170527813 + }, + { + "epoch": 25, + "train_loss": 0.01003280480074781 + }, + { + "epoch": 26, + "train_loss": 0.00955302332104607 + }, + { + "epoch": 27, + "train_loss": 0.009628229297655212 + }, + { + "epoch": 28, + "train_loss": 0.00994972179519457 + }, + { + "epoch": 29, + "train_loss": 0.009593221751592038 + }, + { + "epoch": 30, + "train_loss": 0.009536803015190262 + }, + { + "epoch": 31, + "train_loss": 0.009819202917331661 + }, + { + "epoch": 32, + "train_loss": 0.009349258048777384 + }, + { + "epoch": 33, + "train_loss": 0.009778419116681272 + }, + { + "epoch": 34, + "train_loss": 0.009624411242019217 + }, + { + "epoch": 35, + "train_loss": 0.009337681661973792 + }, + { + "epoch": 36, + "train_loss": 0.009646011604345403 + }, + { + "epoch": 37, + "train_loss": 0.009394642366731371 + }, + { + "epoch": 38, + "train_loss": 0.009614316142397002 + }, + { + "epoch": 39, + "train_loss": 0.009303753527876159 + }, + { + "epoch": 40, + "train_loss": 0.009400151128012856 + } + ], + "epochs_completed": 40, + "finite": true, + "first_nonfinite_epoch": null, + "mission_lesion_rollout": { + "episodes": 500, + "mean_length": 16.168, + "mean_return": 0.5565999999999999, + "success": 0.608 + }, + "mission_lesion_validation": { + "accuracy": 0.7578002564467873, + "loss": 0.7507116913133103 + }, + "predictor": [], + "provenance": { + "cuda_device_name": "NVIDIA GeForce GTX 1080", + "cuda_peak_allocated_bytes": 39800832, + "cuda_visible_devices": "1", + "device": "cuda:0", + "git_commit": "e3011f144a018f6415b3c2a636c0646e412b3ced", + "git_dirty_tracked": false, + "minigrid_version": "3.1.0", + "torch_version": "2.3.1+cu118" + }, + "rollout": { + "episodes": 500, + "mean_length": 4.29, + "mean_return": 0.8905500000000001, + "success": 0.978 + }, + "stage": "babyai_shared_b1", + "training": { + "batch_size": 256, + "model_seed": 4101, + "neutral_examples_per_epoch": 0, + "parameter_count_including_reciprocal_context_predictor": 394759, + "shuffle_seed": 4101, + "total_wall_seconds_including_rollouts": 186.62301325798035, + "training_wall_seconds": 182.5949375629425 + }, + "validation": { + "accuracy": 0.9974355321270836, + "loss": 0.00720344482790899 + } +} |