philippds's picture
Upload 15 files
f0b6490 verified
{
"name": "root",
"gauges": {
"Agent.Policy.Entropy.mean": {
"value": 1.4498745203018188,
"min": 1.416882038116455,
"max": 1.6031111478805542,
"count": 200
},
"Agent.Policy.Entropy.sum": {
"value": 12613.908203125,
"min": 11463.341796875,
"max": 15240.740234375,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterDrop.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterDrop.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterPickup.mean": {
"value": 1.0,
"min": 0.9411764705882353,
"max": 1.0,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterPickup.sum": {
"value": 42.0,
"min": 33.0,
"max": 72.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTreesReward.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTreesReward.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTrees.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTrees.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTreesReward.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTreesReward.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTrees.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTrees.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"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": 0.0,
"min": 0.0,
"max": 0.018518518518518517,
"count": 200
},
"Agent.AerialWildfireSuppression.CrashCount.sum": {
"value": 0.0,
"min": 0.0,
"max": 1.0,
"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": 206.14285714285714,
"min": 121.75,
"max": 265.3636363636364,
"count": 200
},
"Agent.Environment.EpisodeLength.sum": {
"value": 8658.0,
"min": 7560.0,
"max": 10083.0,
"count": 200
},
"Agent.Step.mean": {
"value": 1799971.0,
"min": 8994.0,
"max": 1799971.0,
"count": 200
},
"Agent.Step.sum": {
"value": 1799971.0,
"min": 8994.0,
"max": 1799971.0,
"count": 200
},
"Agent.Policy.ExtrinsicValueEstimate.mean": {
"value": 37.855018615722656,
"min": 3.660830020904541,
"max": 52.04555892944336,
"count": 200
},
"Agent.Policy.ExtrinsicValueEstimate.sum": {
"value": 1627.765869140625,
"min": 168.39817810058594,
"max": 3339.47412109375,
"count": 200
},
"Agent.Environment.CumulativeReward.mean": {
"value": 93.00775519082713,
"min": 91.1160745876176,
"max": 95.7949104309082,
"count": 200
},
"Agent.Environment.CumulativeReward.sum": {
"value": 3999.3334732055664,
"min": 3198.8667526245117,
"max": 6897.233551025391,
"count": 200
},
"Agent.Policy.ExtrinsicReward.mean": {
"value": 93.00775519082713,
"min": 91.1160745876176,
"max": 95.7949104309082,
"count": 200
},
"Agent.Policy.ExtrinsicReward.sum": {
"value": 3999.3334732055664,
"min": 3198.8667526245117,
"max": 6897.233551025391,
"count": 200
},
"Agent.Losses.PolicyLoss.mean": {
"value": 0.05518579397946322,
"min": 0.03893516895671686,
"max": 0.05946894905840357,
"count": 200
},
"Agent.Losses.PolicyLoss.sum": {
"value": 0.11037158795892645,
"min": 0.03893516895671686,
"max": 0.16438427654451088,
"count": 200
},
"Agent.Losses.ValueLoss.mean": {
"value": 12.764718718096322,
"min": 5.673354650537173,
"max": 376.52047275094424,
"count": 200
},
"Agent.Losses.ValueLoss.sum": {
"value": 25.529437436192644,
"min": 11.346709301074346,
"max": 835.151019518152,
"count": 200
},
"Agent.Policy.LearningRate.mean": {
"value": 8.85349704916654e-07,
"min": 8.85349704916654e-07,
"max": 0.00029890425036525,
"count": 200
},
"Agent.Policy.LearningRate.sum": {
"value": 1.770699409833308e-06,
"min": 1.770699409833308e-06,
"max": 0.0008888170037276665,
"count": 200
},
"Agent.Policy.Epsilon.mean": {
"value": 0.10029508333333333,
"min": 0.10029508333333333,
"max": 0.19963474999999997,
"count": 200
},
"Agent.Policy.Epsilon.sum": {
"value": 0.20059016666666665,
"min": 0.10675900000000003,
"max": 0.5962723333333334,
"count": 200
},
"Agent.Policy.Beta.mean": {
"value": 2.4724658333333126e-05,
"min": 2.4724658333333126e-05,
"max": 0.004981774025000001,
"count": 200
},
"Agent.Policy.Beta.sum": {
"value": 4.944931666666625e-05,
"min": 4.944931666666625e-05,
"max": 0.014813989433333336,
"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": "1717276315",
"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_3_task_5_run_id_1_train.yaml --run-id=AerialWildfireSuppression/train/AerialWildfireSuppression_difficulty_3_task_5_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": "1717280920"
},
"total": 4605.633318800001,
"count": 1,
"self": 0.5758432000002358,
"children": {
"run_training.setup": {
"total": 0.06788190000000005,
"count": 1,
"self": 0.06788190000000005
},
"TrainerController.start_learning": {
"total": 4604.9895937,
"count": 1,
"self": 9.21148820007329,
"children": {
"TrainerController._reset_env": {
"total": 2.0465831000000003,
"count": 1,
"self": 2.0465831000000003
},
"TrainerController.advance": {
"total": 4593.658626499927,
"count": 600121,
"self": 8.891573700047957,
"children": {
"env_step": {
"total": 4584.767052799879,
"count": 600121,
"self": 2644.394546999748,
"children": {
"SubprocessEnvManager._take_step": {
"total": 1934.3382815001105,
"count": 600121,
"self": 17.02429550022339,
"children": {
"TorchPolicy.evaluate": {
"total": 1917.313985999887,
"count": 600121,
"self": 1917.313985999887
}
}
},
"workers": {
"total": 6.034224300020414,
"count": 600121,
"self": 0.0,
"children": {
"worker_root": {
"total": 4593.817032199847,
"count": 600121,
"is_parallel": true,
"self": 2392.725533600078,
"children": {
"steps_from_proto": {
"total": 0.0064245999999998915,
"count": 1,
"is_parallel": true,
"self": 0.0001045000000001739,
"children": {
"_process_maybe_compressed_observation": {
"total": 0.006239899999999965,
"count": 2,
"is_parallel": true,
"self": 4.870000000001262e-05,
"children": {
"_observation_to_np_array": {
"total": 0.006191199999999952,
"count": 3,
"is_parallel": true,
"self": 2.800000000036107e-05,
"children": {
"process_pixels": {
"total": 0.006163199999999591,
"count": 3,
"is_parallel": true,
"self": 0.00017119999999981594,
"children": {
"image_decompress": {
"total": 0.005991999999999775,
"count": 3,
"is_parallel": true,
"self": 0.005991999999999775
}
}
}
}
}
}
},
"_process_rank_one_or_two_observation": {
"total": 8.019999999975269e-05,
"count": 2,
"is_parallel": true,
"self": 8.019999999975269e-05
}
}
},
"UnityEnvironment.step": {
"total": 2201.0850739997686,
"count": 600121,
"is_parallel": true,
"self": 27.92173509969234,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 27.30843650001844,
"count": 600121,
"is_parallel": true,
"self": 27.30843650001844
},
"communicator.exchange": {
"total": 1920.3471618000974,
"count": 600121,
"is_parallel": true,
"self": 1920.3471618000974
},
"steps_from_proto": {
"total": 225.50774059996053,
"count": 600121,
"is_parallel": true,
"self": 47.787613900058034,
"children": {
"_process_maybe_compressed_observation": {
"total": 154.56415079995944,
"count": 1200242,
"is_parallel": true,
"self": 13.98501359992369,
"children": {
"_observation_to_np_array": {
"total": 140.57913720003575,
"count": 1811184,
"is_parallel": true,
"self": 11.918259299818402,
"children": {
"process_pixels": {
"total": 128.66087790021734,
"count": 1811184,
"is_parallel": true,
"self": 46.05133980073357,
"children": {
"image_decompress": {
"total": 82.60953809948377,
"count": 1811184,
"is_parallel": true,
"self": 82.60953809948377
}
}
}
}
}
}
},
"_process_rank_one_or_two_observation": {
"total": 23.155975899943044,
"count": 1200242,
"is_parallel": true,
"self": 23.155975899943044
}
}
}
}
}
}
}
}
}
}
}
}
},
"trainer_threads": {
"total": 2.0599999515980016e-05,
"count": 1,
"self": 2.0599999515980016e-05,
"children": {
"thread_root": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"trainer_advance": {
"total": 4600.671476000042,
"count": 248999,
"is_parallel": true,
"self": 7.143652100164218,
"children": {
"process_trajectory": {
"total": 3923.141268399885,
"count": 248999,
"is_parallel": true,
"self": 3922.8952330998845,
"children": {
"RLTrainer._checkpoint": {
"total": 0.2460353000003579,
"count": 3,
"is_parallel": true,
"self": 0.2460353000003579
}
}
},
"_update_policy": {
"total": 670.3865554999927,
"count": 411,
"is_parallel": true,
"self": 168.15870639997155,
"children": {
"TorchPPOOptimizer.update": {
"total": 502.22784910002116,
"count": 20493,
"is_parallel": true,
"self": 502.22784910002116
}
}
}
}
}
}
}
}
},
"TrainerController._save_models": {
"total": 0.07287530000030529,
"count": 1,
"self": 0.015259900000273774,
"children": {
"RLTrainer._checkpoint": {
"total": 0.057615400000031514,
"count": 1,
"self": 0.057615400000031514
}
}
}
}
}
}
}