From 7b7d7a08a5e78c3379397f01f0c9af97d5d84fbd Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Mon, 10 Aug 2026 10:34:53 -0500 Subject: results: select four-step PickupLoc history --- results/babyai_shared/pickup_p1/h4_clean_kp.json | 202 +++++++++++++++++++++++ 1 file changed, 202 insertions(+) create mode 100644 results/babyai_shared/pickup_p1/h4_clean_kp.json (limited to 'results/babyai_shared/pickup_p1/h4_clean_kp.json') diff --git a/results/babyai_shared/pickup_p1/h4_clean_kp.json b/results/babyai_shared/pickup_p1/h4_clean_kp.json new file mode 100644 index 0000000..5b5c237 --- /dev/null +++ b/results/babyai_shared/pickup_p1/h4_clean_kp.json @@ -0,0 +1,202 @@ +{ + "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": [ + "", + "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": 0.6793887242517973 + }, + { + "epoch": 2, + "train_loss": 0.5070055065029546 + }, + { + "epoch": 3, + "train_loss": 0.4780606180743167 + }, + { + "epoch": 4, + "train_loss": 0.46464681211270786 + }, + { + "epoch": 5, + "train_loss": 0.45651326932405173 + }, + { + "epoch": 6, + "train_loss": 0.4414772361203244 + }, + { + "epoch": 7, + "train_loss": 0.4295881901916705 + }, + { + "epoch": 8, + "train_loss": 0.4249380529554267 + }, + { + "epoch": 9, + "train_loss": 0.4178563620542225 + }, + { + "epoch": 10, + "train_loss": 0.40975865175849513 + }, + { + "epoch": 11, + "train_loss": 0.40546370631770084 + }, + { + "epoch": 12, + "train_loss": 0.3982252176811821 + }, + { + "epoch": 13, + "train_loss": 0.3858343799490678 + }, + { + "epoch": 14, + "train_loss": 0.379007538933503 + }, + { + "epoch": 15, + "train_loss": 0.3656208556576779 + }, + { + "epoch": 16, + "train_loss": 0.35379995308424295 + }, + { + "epoch": 17, + "train_loss": 0.33681938353337737 + }, + { + "epoch": 18, + "train_loss": 0.32208908896697197 + }, + { + "epoch": 19, + "train_loss": 0.30617407221543164 + }, + { + "epoch": 20, + "train_loss": 0.2926546273419732 + }, + { + "epoch": 21, + "train_loss": 0.28012341188757045 + }, + { + "epoch": 22, + "train_loss": 0.27170656586948194 + }, + { + "epoch": 23, + "train_loss": 0.2618562983211718 + }, + { + "epoch": 24, + "train_loss": 0.25525567559819473 + }, + { + "epoch": 25, + "train_loss": 0.24340780433855558 + } + ], + "epochs_completed": 25, + "finite": true, + "first_nonfinite_epoch": null, + "mission_lesion_rollout": { + "episodes": 500, + "mean_length": 44.094, + "mean_return": 0.32912812499999994, + "success": 0.492 + }, + "mission_lesion_validation": { + "accuracy": 0.7498177694986636, + "loss": 0.6379798919437983 + }, + "predictor": [], + "provenance": { + "cuda_device_name": "NVIDIA GeForce GTX 1080", + "cuda_peak_allocated_bytes": 130979840, + "cuda_visible_devices": "1", + "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": 31.056, + "mean_return": 0.524875, + "success": 0.616 + }, + "stage": "babyai_pickup_p1", + "training": { + "batch_size": 256, + "history_steps": 4, + "model_seed": 4101, + "neutral_examples_per_epoch": 0, + "parameter_count_including_reciprocal_context_predictor": 1438215, + "shuffle_seed": 4101, + "total_wall_seconds_including_rollouts": 112.63866543769836, + "training_wall_seconds": 98.61020755767822 + }, + "validation": { + "accuracy": 0.8578602089576415, + "loss": 0.31587319402276837 + } +} -- cgit v1.2.3