philippds's picture
Upload 15 files
d88e438 verified
{
"name": "root",
"gauges": {
"Agent.Policy.Entropy.mean": {
"value": 1.4010403156280518,
"min": 1.400685429573059,
"max": 1.4734290838241577,
"count": 200
},
"Agent.Policy.Entropy.sum": {
"value": 12706.03515625,
"min": 1289.1318359375,
"max": 25381.26171875,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterDrop.mean": {
"value": 21.0,
"min": 0.6666666666666666,
"max": 153.0,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterDrop.sum": {
"value": 126.0,
"min": 2.0,
"max": 738.0,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterPickup.mean": {
"value": 20.666666666666668,
"min": 0.0,
"max": 152.66666666666666,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterPickup.sum": {
"value": 124.0,
"min": 0.0,
"max": 737.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTreesReward.mean": {
"value": 2885.8333333333335,
"min": 0.0,
"max": 17005.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTreesReward.sum": {
"value": 17315.0,
"min": 0.0,
"max": 51015.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTrees.mean": {
"value": 577.1666666666666,
"min": 0.0,
"max": 3401.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTrees.sum": {
"value": 3463.0,
"min": 0.0,
"max": 10203.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTreesReward.mean": {
"value": 24.166666666666668,
"min": 0.0,
"max": 621.6666666666666,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTreesReward.sum": {
"value": 145.0,
"min": 0.0,
"max": 3150.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTrees.mean": {
"value": 4.833333333333333,
"min": 0.0,
"max": 124.33333333333333,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTrees.sum": {
"value": 29.0,
"min": 0.0,
"max": 630.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FireOut.mean": {
"value": 0.0,
"min": 0.0,
"max": 1.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FireOut.sum": {
"value": 0.0,
"min": 0.0,
"max": 3.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FiretooClosetoCity.mean": {
"value": 1.0,
"min": 0.0,
"max": 1.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FiretooClosetoCity.sum": {
"value": 6.0,
"min": 0.0,
"max": 6.0,
"count": 200
},
"Agent.AerialWildfireSuppression.CrashCount.mean": {
"value": 0.16666666666666666,
"min": 0.0,
"max": 1.0,
"count": 200
},
"Agent.AerialWildfireSuppression.CrashCount.sum": {
"value": 1.0,
"min": 0.0,
"max": 36.0,
"count": 200
},
"Agent.Environment.LessonNumber.difficulty.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.Environment.LessonNumber.difficulty.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.Environment.LessonNumber.task.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.Environment.LessonNumber.task.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.Environment.EpisodeLength.mean": {
"value": 1510.5,
"min": 82.0,
"max": 2999.0,
"count": 200
},
"Agent.Environment.EpisodeLength.sum": {
"value": 9063.0,
"min": 246.0,
"max": 17562.0,
"count": 200
},
"Agent.Step.mean": {
"value": 1797525.0,
"min": 8980.0,
"max": 1797525.0,
"count": 200
},
"Agent.Step.sum": {
"value": 1797525.0,
"min": 8980.0,
"max": 1797525.0,
"count": 200
},
"Agent.Policy.ExtrinsicValueEstimate.mean": {
"value": 247.4828643798828,
"min": 4.572986602783203,
"max": 716.0402221679688,
"count": 200
},
"Agent.Policy.ExtrinsicValueEstimate.sum": {
"value": 1484.897216796875,
"min": 160.05453491210938,
"max": 5299.0732421875,
"count": 200
},
"Agent.Environment.CumulativeReward.mean": {
"value": 2993.0,
"min": -40.0,
"max": 12492.666666666666,
"count": 200
},
"Agent.Environment.CumulativeReward.sum": {
"value": 17958.0,
"min": -120.0,
"max": 43294.0,
"count": 200
},
"Agent.Policy.ExtrinsicReward.mean": {
"value": 2993.0,
"min": -40.0,
"max": 12492.666666666666,
"count": 200
},
"Agent.Policy.ExtrinsicReward.sum": {
"value": 17958.0,
"min": -120.0,
"max": 43294.0,
"count": 200
},
"Agent.Losses.PolicyLoss.mean": {
"value": 0.05065016223206407,
"min": 0.0318016594453227,
"max": 0.05944143240857455,
"count": 195
},
"Agent.Losses.PolicyLoss.sum": {
"value": 0.05065016223206407,
"min": 0.0318016594453227,
"max": 0.11158891836259746,
"count": 195
},
"Agent.Losses.ValueLoss.mean": {
"value": 13879.257917131696,
"min": 33.091030225299654,
"max": 39465.11342075893,
"count": 195
},
"Agent.Losses.ValueLoss.sum": {
"value": 13879.257917131696,
"min": 33.091030225299654,
"max": 71908.96778791268,
"count": 195
},
"Agent.Policy.LearningRate.mean": {
"value": 9.240996919999912e-07,
"min": 9.240996919999912e-07,
"max": 0.0002992100002633333,
"count": 195
},
"Agent.Policy.LearningRate.sum": {
"value": 9.240996919999912e-07,
"min": 9.240996919999912e-07,
"max": 0.0005960315013228334,
"count": 195
},
"Agent.Policy.Epsilon.mean": {
"value": 0.10030800000000005,
"min": 0.10030800000000005,
"max": 0.19973666666666665,
"count": 195
},
"Agent.Policy.Epsilon.sum": {
"value": 0.10030800000000005,
"min": 0.10030800000000005,
"max": 0.39867716666666675,
"count": 195
},
"Agent.Policy.Beta.mean": {
"value": 2.536919999999987e-05,
"min": 2.536919999999987e-05,
"max": 0.004986859666666667,
"count": 195
},
"Agent.Policy.Beta.sum": {
"value": 2.536919999999987e-05,
"min": 2.536919999999987e-05,
"max": 0.009933990616666666,
"count": 195
},
"Agent.IsTraining.mean": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 200
},
"Agent.IsTraining.sum": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 200
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1718223769",
"python_version": "3.9.18 (main, Sep 11 2023, 14:09:26) [MSC v.1916 64 bit (AMD64)]",
"command_line_arguments": "C:\\Users\\pdsie\\anaconda3\\envs\\mlagents20\\Scripts\\mlagents-learn c:/users/pdsie/documents/hivex/src/hivex/training/baseline/ml_agents/configs/mlagents/tmp/train/AerialWildfireSuppression_difficulty_6_task_2_run_id_0_train.yaml --run-id=AerialWildfireSuppression/train/AerialWildfireSuppression_difficulty_6_task_2_run_id_0_train --base-port 5009",
"mlagents_version": "0.30.0",
"mlagents_envs_version": "0.30.0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "1.7.1+cu110",
"numpy_version": "1.21.0",
"end_time_seconds": "1718228157"
},
"total": 4387.5974447,
"count": 1,
"self": 0.36398210000061226,
"children": {
"run_training.setup": {
"total": 0.048749400000000054,
"count": 1,
"self": 0.048749400000000054
},
"TrainerController.start_learning": {
"total": 4387.184713199999,
"count": 1,
"self": 8.520099799899981,
"children": {
"TrainerController._reset_env": {
"total": 3.6361005000000004,
"count": 1,
"self": 3.6361005000000004
},
"TrainerController.advance": {
"total": 4374.939241500099,
"count": 601182,
"self": 8.059612099967126,
"children": {
"env_step": {
"total": 4366.879629400132,
"count": 601182,
"self": 2451.524798800252,
"children": {
"SubprocessEnvManager._take_step": {
"total": 1909.8147867999835,
"count": 601182,
"self": 16.77751240007069,
"children": {
"TorchPolicy.evaluate": {
"total": 1893.0372743999128,
"count": 601182,
"self": 1893.0372743999128
}
}
},
"workers": {
"total": 5.540043799896574,
"count": 601182,
"self": 0.0,
"children": {
"worker_root": {
"total": 4374.419369599897,
"count": 601182,
"is_parallel": true,
"self": 2330.563032399913,
"children": {
"steps_from_proto": {
"total": 0.005920000000000147,
"count": 1,
"is_parallel": true,
"self": 0.00010289999999946176,
"children": {
"_process_maybe_compressed_observation": {
"total": 0.005730500000000305,
"count": 2,
"is_parallel": true,
"self": 4.570000000025942e-05,
"children": {
"_observation_to_np_array": {
"total": 0.005684800000000045,
"count": 3,
"is_parallel": true,
"self": 2.6199999999754198e-05,
"children": {
"process_pixels": {
"total": 0.005658600000000291,
"count": 3,
"is_parallel": true,
"self": 0.0001768000000006431,
"children": {
"image_decompress": {
"total": 0.005481799999999648,
"count": 3,
"is_parallel": true,
"self": 0.005481799999999648
}
}
}
}
}
}
},
"_process_rank_one_or_two_observation": {
"total": 8.660000000038082e-05,
"count": 2,
"is_parallel": true,
"self": 8.660000000038082e-05
}
}
},
"UnityEnvironment.step": {
"total": 2043.8504171999846,
"count": 601182,
"is_parallel": true,
"self": 28.732665299572545,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 33.245858800144305,
"count": 601182,
"is_parallel": true,
"self": 33.245858800144305
},
"communicator.exchange": {
"total": 1749.1968386000508,
"count": 601182,
"is_parallel": true,
"self": 1749.1968386000508
},
"steps_from_proto": {
"total": 232.67505450021687,
"count": 601182,
"is_parallel": true,
"self": 49.44101120004845,
"children": {
"_process_maybe_compressed_observation": {
"total": 159.22634559994947,
"count": 1202364,
"is_parallel": true,
"self": 14.074584299856099,
"children": {
"_observation_to_np_array": {
"total": 145.15176130009337,
"count": 1804653,
"is_parallel": true,
"self": 12.700425199856738,
"children": {
"process_pixels": {
"total": 132.45133610023663,
"count": 1804653,
"is_parallel": true,
"self": 47.872430199947416,
"children": {
"image_decompress": {
"total": 84.57890590028921,
"count": 1804653,
"is_parallel": true,
"self": 84.57890590028921
}
}
}
}
}
}
},
"_process_rank_one_or_two_observation": {
"total": 24.007697700218948,
"count": 1202364,
"is_parallel": true,
"self": 24.007697700218948
}
}
}
}
}
}
}
}
}
}
}
}
},
"trainer_threads": {
"total": 2.8100000236008782e-05,
"count": 1,
"self": 2.8100000236008782e-05,
"children": {
"thread_root": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"trainer_advance": {
"total": 4380.971292599979,
"count": 228646,
"is_parallel": true,
"self": 11.177007699903697,
"children": {
"process_trajectory": {
"total": 3665.3979505000743,
"count": 228646,
"is_parallel": true,
"self": 3665.095688600074,
"children": {
"RLTrainer._checkpoint": {
"total": 0.3022619000000759,
"count": 3,
"is_parallel": true,
"self": 0.3022619000000759
}
}
},
"_update_policy": {
"total": 704.396334400001,
"count": 237,
"is_parallel": true,
"self": 151.14532570000927,
"children": {
"TorchPPOOptimizer.update": {
"total": 553.2510086999918,
"count": 20760,
"is_parallel": true,
"self": 553.2510086999918
}
}
}
}
}
}
}
}
},
"TrainerController._save_models": {
"total": 0.08924329999990732,
"count": 1,
"self": 0.02604129999963334,
"children": {
"RLTrainer._checkpoint": {
"total": 0.06320200000027398,
"count": 1,
"self": 0.06320200000027398
}
}
}
}
}
}
}