philippds's picture
Upload 15 files
7441415 verified
{
"name": "root",
"gauges": {
"Agent.Policy.Entropy.mean": {
"value": 1.5063356161117554,
"min": 1.444886326789856,
"max": 1.5753788948059082,
"count": 200
},
"Agent.Policy.Entropy.sum": {
"value": 12870.1318359375,
"min": 1189.5042724609375,
"max": 25928.119140625,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterDrop.mean": {
"value": 48.0,
"min": 0.9333333333333333,
"max": 98.33333333333333,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterDrop.sum": {
"value": 144.0,
"min": 3.0,
"max": 295.0,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterPickup.mean": {
"value": 47.666666666666664,
"min": 0.3333333333333333,
"max": 98.33333333333333,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterPickup.sum": {
"value": 143.0,
"min": 1.0,
"max": 295.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTreesReward.mean": {
"value": 314.6666666666667,
"min": 2.6666666666666665,
"max": 1952.3333333333333,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTreesReward.sum": {
"value": 944.0,
"min": 8.0,
"max": 7869.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTrees.mean": {
"value": 314.6666666666667,
"min": 2.6666666666666665,
"max": 1952.3333333333333,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTrees.sum": {
"value": 944.0,
"min": 8.0,
"max": 7869.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTreesReward.mean": {
"value": 45.0,
"min": 0.0,
"max": 592.5,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTreesReward.sum": {
"value": 135.0,
"min": 0.0,
"max": 3555.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTrees.mean": {
"value": 9.0,
"min": 0.0,
"max": 118.5,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTrees.sum": {
"value": 27.0,
"min": 0.0,
"max": 711.0,
"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": 6.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FiretooClosetoCity.mean": {
"value": 1.0,
"min": 0.0,
"max": 1.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FiretooClosetoCity.sum": {
"value": 3.0,
"min": 0.0,
"max": 6.0,
"count": 200
},
"Agent.AerialWildfireSuppression.CrashCount.mean": {
"value": 0.3333333333333333,
"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": 2846.0,
"min": 170.0,
"max": 2999.0,
"count": 200
},
"Agent.Environment.EpisodeLength.sum": {
"value": 8538.0,
"min": 510.0,
"max": 16992.0,
"count": 200
},
"Agent.Step.mean": {
"value": 1798101.0,
"min": 8919.0,
"max": 1798101.0,
"count": 200
},
"Agent.Step.sum": {
"value": 1798101.0,
"min": 8919.0,
"max": 1798101.0,
"count": 200
},
"Agent.Policy.ExtrinsicValueEstimate.mean": {
"value": 24.746231079101562,
"min": -8.781340599060059,
"max": 91.1858901977539,
"count": 200
},
"Agent.Policy.ExtrinsicValueEstimate.sum": {
"value": 74.23869323730469,
"min": -193.18948364257812,
"max": 453.51129150390625,
"count": 200
},
"Agent.Environment.CumulativeReward.mean": {
"value": 225.66666666666666,
"min": -44.0,
"max": 2069.3333333333335,
"count": 200
},
"Agent.Environment.CumulativeReward.sum": {
"value": 677.0,
"min": -132.0,
"max": 7683.0,
"count": 200
},
"Agent.Policy.ExtrinsicReward.mean": {
"value": 225.66666666666666,
"min": -44.0,
"max": 2069.3333333333335,
"count": 200
},
"Agent.Policy.ExtrinsicReward.sum": {
"value": 677.0,
"min": -132.0,
"max": 7683.0,
"count": 200
},
"Agent.Losses.PolicyLoss.mean": {
"value": 0.04740692746958562,
"min": 0.031873715381758906,
"max": 0.06039601401425898,
"count": 191
},
"Agent.Losses.PolicyLoss.sum": {
"value": 0.04740692746958562,
"min": 0.031873715381758906,
"max": 0.10932220583910951,
"count": 191
},
"Agent.Losses.ValueLoss.mean": {
"value": 1222.3649491083054,
"min": 13.772006629762195,
"max": 3429.6240494073604,
"count": 191
},
"Agent.Losses.ValueLoss.sum": {
"value": 1222.3649491083054,
"min": 13.772006629762195,
"max": 6859.248098814721,
"count": 191
},
"Agent.Policy.LearningRate.mean": {
"value": 7.910997363333192e-07,
"min": 7.910997363333192e-07,
"max": 0.00029914950028350003,
"count": 191
},
"Agent.Policy.LearningRate.sum": {
"value": 7.910997363333192e-07,
"min": 7.910997363333192e-07,
"max": 0.0005960985013005,
"count": 191
},
"Agent.Policy.Epsilon.mean": {
"value": 0.10026366666666668,
"min": 0.10026366666666668,
"max": 0.19971650000000002,
"count": 191
},
"Agent.Policy.Epsilon.sum": {
"value": 0.10026366666666668,
"min": 0.10026366666666668,
"max": 0.39869950000000004,
"count": 191
},
"Agent.Policy.Beta.mean": {
"value": 2.315696666666644e-05,
"min": 2.315696666666644e-05,
"max": 0.00498585335,
"count": 191
},
"Agent.Policy.Beta.sum": {
"value": 2.315696666666644e-05,
"min": 2.315696666666644e-05,
"max": 0.009935105050000002,
"count": 191
},
"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": "1717622496",
"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_2_task_0_run_id_2_train.yaml --run-id=AerialWildfireSuppression/train/AerialWildfireSuppression_difficulty_2_task_0_run_id_2_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": "1717627335"
},
"total": 4839.0790407,
"count": 1,
"self": 0.19973120000031486,
"children": {
"run_training.setup": {
"total": 0.05488470000000001,
"count": 1,
"self": 0.05488470000000001
},
"TrainerController.start_learning": {
"total": 4838.8244248,
"count": 1,
"self": 10.906491600073423,
"children": {
"TrainerController._reset_env": {
"total": 2.1990738,
"count": 1,
"self": 2.1990738
},
"TrainerController.advance": {
"total": 4825.649030099926,
"count": 601269,
"self": 10.449534800115543,
"children": {
"env_step": {
"total": 4815.19949529981,
"count": 601269,
"self": 2507.5997504000516,
"children": {
"SubprocessEnvManager._take_step": {
"total": 2300.4389302998297,
"count": 601269,
"self": 19.46055629979128,
"children": {
"TorchPolicy.evaluate": {
"total": 2280.9783740000385,
"count": 601269,
"self": 2280.9783740000385
}
}
},
"workers": {
"total": 7.1608145999290755,
"count": 601269,
"self": 0.0,
"children": {
"worker_root": {
"total": 4824.608308300067,
"count": 601269,
"is_parallel": true,
"self": 2819.4449805997115,
"children": {
"steps_from_proto": {
"total": 0.007280999999999871,
"count": 1,
"is_parallel": true,
"self": 0.00011659999999991122,
"children": {
"_process_maybe_compressed_observation": {
"total": 0.007078700000000104,
"count": 2,
"is_parallel": true,
"self": 4.519999999996749e-05,
"children": {
"_observation_to_np_array": {
"total": 0.007033500000000137,
"count": 3,
"is_parallel": true,
"self": 3.3600000000300057e-05,
"children": {
"process_pixels": {
"total": 0.006999899999999837,
"count": 3,
"is_parallel": true,
"self": 0.0001825999999998107,
"children": {
"image_decompress": {
"total": 0.006817300000000026,
"count": 3,
"is_parallel": true,
"self": 0.006817300000000026
}
}
}
}
}
}
},
"_process_rank_one_or_two_observation": {
"total": 8.569999999985534e-05,
"count": 2,
"is_parallel": true,
"self": 8.569999999985534e-05
}
}
},
"UnityEnvironment.step": {
"total": 2005.1560467003553,
"count": 601269,
"is_parallel": true,
"self": 34.471848900051555,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 34.83540980006076,
"count": 601269,
"is_parallel": true,
"self": 34.83540980006076
},
"communicator.exchange": {
"total": 1655.2168649001978,
"count": 601269,
"is_parallel": true,
"self": 1655.2168649001978
},
"steps_from_proto": {
"total": 280.63192310004524,
"count": 601269,
"is_parallel": true,
"self": 59.28953040032607,
"children": {
"_process_maybe_compressed_observation": {
"total": 192.63530729951296,
"count": 1202538,
"is_parallel": true,
"self": 18.35347279960294,
"children": {
"_observation_to_np_array": {
"total": 174.28183449991002,
"count": 1804857,
"is_parallel": true,
"self": 15.468749799846364,
"children": {
"process_pixels": {
"total": 158.81308470006365,
"count": 1804857,
"is_parallel": true,
"self": 57.49916900007004,
"children": {
"image_decompress": {
"total": 101.31391569999361,
"count": 1804857,
"is_parallel": true,
"self": 101.31391569999361
}
}
}
}
}
}
},
"_process_rank_one_or_two_observation": {
"total": 28.707085400206218,
"count": 1202538,
"is_parallel": true,
"self": 28.707085400206218
}
}
}
}
}
}
}
}
}
}
}
}
},
"trainer_threads": {
"total": 2.9200000426499173e-05,
"count": 1,
"self": 2.9200000426499173e-05,
"children": {
"thread_root": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"trainer_advance": {
"total": 4834.038537099916,
"count": 252618,
"is_parallel": true,
"self": 11.553948600072545,
"children": {
"process_trajectory": {
"total": 4022.30766049984,
"count": 252618,
"is_parallel": true,
"self": 4022.0236028998397,
"children": {
"RLTrainer._checkpoint": {
"total": 0.2840576000000965,
"count": 3,
"is_parallel": true,
"self": 0.2840576000000965
}
}
},
"_update_policy": {
"total": 800.1769280000035,
"count": 223,
"is_parallel": true,
"self": 192.83825259999594,
"children": {
"TorchPPOOptimizer.update": {
"total": 607.3386754000076,
"count": 20772,
"is_parallel": true,
"self": 607.3386754000076
}
}
}
}
}
}
}
}
},
"TrainerController._save_models": {
"total": 0.06980010000006587,
"count": 1,
"self": 0.005752600000050734,
"children": {
"RLTrainer._checkpoint": {
"total": 0.06404750000001513,
"count": 1,
"self": 0.06404750000001513
}
}
}
}
}
}
}