philippds's picture
Upload 15 files
7333844 verified
{
"name": "root",
"gauges": {
"Agent.Policy.Entropy.mean": {
"value": 1.4086065292358398,
"min": 1.4035741090774536,
"max": 1.6004120111465454,
"count": 200
},
"Agent.Policy.Entropy.sum": {
"value": 12677.458984375,
"min": 10630.669921875,
"max": 14737.1533203125,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterDrop.mean": {
"value": 0.9823008849557522,
"min": 0.8863636363636364,
"max": 0.9954337899543378,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterDrop.sum": {
"value": 333.0,
"min": 111.0,
"max": 399.0,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterPickup.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.009174311926605505,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterPickup.sum": {
"value": 0.0,
"min": 0.0,
"max": 3.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTreesReward.mean": {
"value": 273.8702064896755,
"min": 214.3125,
"max": 288.2739726027397,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTreesReward.sum": {
"value": 92842.0,
"min": 26111.0,
"max": 105629.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTrees.mean": {
"value": 273.8702064896755,
"min": 214.3125,
"max": 288.2739726027397,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTrees.sum": {
"value": 92842.0,
"min": 26111.0,
"max": 105629.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTreesReward.mean": {
"value": 0.7669616519174042,
"min": 0.0,
"max": 5.424242424242424,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTreesReward.sum": {
"value": 260.0,
"min": 0.0,
"max": 1405.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTrees.mean": {
"value": 0.15339233038348082,
"min": 0.0,
"max": 1.084848484848485,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTrees.sum": {
"value": 52.0,
"min": 0.0,
"max": 281.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FireOut.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FireOut.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FiretooClosetoCity.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FiretooClosetoCity.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.CrashCount.mean": {
"value": 0.017699115044247787,
"min": 0.0045662100456621,
"max": 0.10588235294117647,
"count": 200
},
"Agent.AerialWildfireSuppression.CrashCount.sum": {
"value": 6.0,
"min": 1.0,
"max": 32.0,
"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": 25.548672566371682,
"min": 20.816176470588236,
"max": 84.84615384615384,
"count": 200
},
"Agent.Environment.EpisodeLength.sum": {
"value": 8661.0,
"min": 7326.0,
"max": 9927.0,
"count": 200
},
"Agent.Step.mean": {
"value": 1799990.0,
"min": 8993.0,
"max": 1799990.0,
"count": 200
},
"Agent.Step.sum": {
"value": 1799990.0,
"min": 8993.0,
"max": 1799990.0,
"count": 200
},
"Agent.Policy.ExtrinsicValueEstimate.mean": {
"value": 157.388916015625,
"min": 18.537656784057617,
"max": 184.4714813232422,
"count": 200
},
"Agent.Policy.ExtrinsicValueEstimate.sum": {
"value": 53354.84375,
"min": 4819.79052734375,
"max": 68409.53125,
"count": 200
},
"Agent.Environment.CumulativeReward.mean": {
"value": 274.0619469026549,
"min": 207.7668918918919,
"max": 286.96363636363634,
"count": 200
},
"Agent.Environment.CumulativeReward.sum": {
"value": 92907.0,
"min": 25303.0,
"max": 103835.0,
"count": 200
},
"Agent.Policy.ExtrinsicReward.mean": {
"value": 274.0619469026549,
"min": 207.7668918918919,
"max": 286.96363636363634,
"count": 200
},
"Agent.Policy.ExtrinsicReward.sum": {
"value": 92907.0,
"min": 25303.0,
"max": 103835.0,
"count": 200
},
"Agent.Losses.PolicyLoss.mean": {
"value": 0.04898023450126251,
"min": 0.03914547332872947,
"max": 0.05846104753436521,
"count": 200
},
"Agent.Losses.PolicyLoss.sum": {
"value": 0.09796046900252502,
"min": 0.03914547332872947,
"max": 0.1593507906315305,
"count": 200
},
"Agent.Losses.ValueLoss.mean": {
"value": 3268.02824529012,
"min": 1195.5017237746924,
"max": 9146.106455485025,
"count": 200
},
"Agent.Losses.ValueLoss.sum": {
"value": 6536.05649058024,
"min": 1993.5204837683475,
"max": 25592.871063232422,
"count": 200
},
"Agent.Policy.LearningRate.mean": {
"value": 6.743497752500039e-07,
"min": 6.743497752500039e-07,
"max": 0.000298959000347,
"count": 200
},
"Agent.Policy.LearningRate.sum": {
"value": 1.3486995505000077e-06,
"min": 1.3486995505000077e-06,
"max": 0.0008706385097871665,
"count": 200
},
"Agent.Policy.Epsilon.mean": {
"value": 0.10022475000000002,
"min": 0.10022475000000002,
"max": 0.19965300000000002,
"count": 200
},
"Agent.Policy.Epsilon.sum": {
"value": 0.20044950000000003,
"min": 0.11033033333333332,
"max": 0.5902128333333333,
"count": 200
},
"Agent.Policy.Beta.mean": {
"value": 2.121502500000007e-05,
"min": 2.121502500000007e-05,
"max": 0.0049826847,
"count": 200
},
"Agent.Policy.Beta.sum": {
"value": 4.243005000000014e-05,
"min": 4.243005000000014e-05,
"max": 0.014511620383333333,
"count": 200
},
"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": "1717321891",
"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_4_task_6_run_id_1_train.yaml --run-id=AerialWildfireSuppression/train/AerialWildfireSuppression_difficulty_4_task_6_run_id_1_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": "1717329436"
},
"total": 7545.0440484,
"count": 1,
"self": 2.4645366000004287,
"children": {
"run_training.setup": {
"total": 0.05277310000000002,
"count": 1,
"self": 0.05277310000000002
},
"TrainerController.start_learning": {
"total": 7542.526738699999,
"count": 1,
"self": 7.609271799881753,
"children": {
"TrainerController._reset_env": {
"total": 2.0646617,
"count": 1,
"self": 2.0646617
},
"TrainerController.advance": {
"total": 7532.771002400118,
"count": 600019,
"self": 7.464390100007222,
"children": {
"env_step": {
"total": 7525.306612300111,
"count": 600019,
"self": 5461.331347300107,
"children": {
"SubprocessEnvManager._take_step": {
"total": 2058.5711027002694,
"count": 600019,
"self": 16.274013400094873,
"children": {
"TorchPolicy.evaluate": {
"total": 2042.2970893001745,
"count": 600019,
"self": 2042.2970893001745
}
}
},
"workers": {
"total": 5.4041622997337555,
"count": 600019,
"self": 0.0,
"children": {
"worker_root": {
"total": 7529.5858744999505,
"count": 600019,
"is_parallel": true,
"self": 2501.9427480001623,
"children": {
"steps_from_proto": {
"total": 0.006265500000000035,
"count": 1,
"is_parallel": true,
"self": 0.00010500000000002174,
"children": {
"_process_maybe_compressed_observation": {
"total": 0.006075399999999842,
"count": 2,
"is_parallel": true,
"self": 4.300000000001525e-05,
"children": {
"_observation_to_np_array": {
"total": 0.006032399999999827,
"count": 3,
"is_parallel": true,
"self": 2.7199999999893976e-05,
"children": {
"process_pixels": {
"total": 0.006005199999999933,
"count": 3,
"is_parallel": true,
"self": 0.00017639999999974343,
"children": {
"image_decompress": {
"total": 0.005828800000000189,
"count": 3,
"is_parallel": true,
"self": 0.005828800000000189
}
}
}
}
}
}
},
"_process_rank_one_or_two_observation": {
"total": 8.510000000017115e-05,
"count": 2,
"is_parallel": true,
"self": 8.510000000017115e-05
}
}
},
"UnityEnvironment.step": {
"total": 5027.636860999788,
"count": 600019,
"is_parallel": true,
"self": 32.94256469930406,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 30.86155940005289,
"count": 600019,
"is_parallel": true,
"self": 30.86155940005289
},
"communicator.exchange": {
"total": 4720.710759400327,
"count": 600019,
"is_parallel": true,
"self": 4720.710759400327
},
"steps_from_proto": {
"total": 243.1219775001041,
"count": 600019,
"is_parallel": true,
"self": 49.68896349981904,
"children": {
"_process_maybe_compressed_observation": {
"total": 169.20643180003302,
"count": 1200038,
"is_parallel": true,
"self": 16.586838599681727,
"children": {
"_observation_to_np_array": {
"total": 152.6195932003513,
"count": 1857141,
"is_parallel": true,
"self": 13.510153300020647,
"children": {
"process_pixels": {
"total": 139.10943990033064,
"count": 1857141,
"is_parallel": true,
"self": 51.13780640081647,
"children": {
"image_decompress": {
"total": 87.97163349951417,
"count": 1857141,
"is_parallel": true,
"self": 87.97163349951417
}
}
}
}
}
}
},
"_process_rank_one_or_two_observation": {
"total": 24.226582200252032,
"count": 1200038,
"is_parallel": true,
"self": 24.226582200252032
}
}
}
}
}
}
}
}
}
}
}
}
},
"trainer_threads": {
"total": 1.7700000171316788e-05,
"count": 1,
"self": 1.7700000171316788e-05,
"children": {
"thread_root": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"trainer_advance": {
"total": 7536.876909100001,
"count": 445663,
"is_parallel": true,
"self": 8.87253000005694,
"children": {
"process_trajectory": {
"total": 6841.939224999948,
"count": 445663,
"is_parallel": true,
"self": 6841.675477199949,
"children": {
"RLTrainer._checkpoint": {
"total": 0.2637477999996918,
"count": 3,
"is_parallel": true,
"self": 0.2637477999996918
}
}
},
"_update_policy": {
"total": 686.0651540999966,
"count": 424,
"is_parallel": true,
"self": 174.45794439995183,
"children": {
"TorchPPOOptimizer.update": {
"total": 511.60720970004473,
"count": 20670,
"is_parallel": true,
"self": 511.60720970004473
}
}
}
}
}
}
}
}
},
"TrainerController._save_models": {
"total": 0.08178509999925154,
"count": 1,
"self": 0.018248299998958828,
"children": {
"RLTrainer._checkpoint": {
"total": 0.06353680000029271,
"count": 1,
"self": 0.06353680000029271
}
}
}
}
}
}
}