philippds's picture
Upload 16 files
e3025a1 verified
{
"name": "root",
"gauges": {
"Agent.Policy.Entropy.mean": {
"value": 0.9746847748756409,
"min": 0.9654285907745361,
"max": 1.0961092710494995,
"count": 200
},
"Agent.Policy.Entropy.sum": {
"value": 38987.390625,
"min": 38605.11328125,
"max": 43905.75390625,
"count": 200
},
"Agent.Environment.LessonNumber.pattern.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.Environment.LessonNumber.pattern.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.Step.mean": {
"value": 7999096.0,
"min": 39096.0,
"max": 7999096.0,
"count": 200
},
"Agent.Step.sum": {
"value": 7999096.0,
"min": 39096.0,
"max": 7999096.0,
"count": 200
},
"Agent.Policy.ExtrinsicValueEstimate.mean": {
"value": 9.22942066192627,
"min": -0.15079741179943085,
"max": 9.799691200256348,
"count": 200
},
"Agent.Policy.ExtrinsicValueEstimate.sum": {
"value": 221.50608825683594,
"min": -3.61913800239563,
"max": 235.19259643554688,
"count": 200
},
"Agent.Losses.PolicyLoss.mean": {
"value": 0.05077317207571238,
"min": 0.045420708714306195,
"max": 0.05415981267796024,
"count": 200
},
"Agent.Losses.PolicyLoss.sum": {
"value": 0.15231951622713713,
"min": 0.09837574745567206,
"max": 0.1624794380338807,
"count": 200
},
"Agent.Losses.ValueLoss.mean": {
"value": 0.2318491361220367,
"min": 0.08245199396125308,
"max": 1.626629980203385,
"count": 200
},
"Agent.Losses.ValueLoss.sum": {
"value": 0.6955474083661101,
"min": 0.24735598188375924,
"max": 3.25325996040677,
"count": 200
},
"Agent.Policy.LearningRate.mean": {
"value": 8.856997047999973e-07,
"min": 8.856997047999973e-07,
"max": 0.00029907840030719997,
"count": 200
},
"Agent.Policy.LearningRate.sum": {
"value": 2.657099114399992e-06,
"min": 2.657099114399992e-06,
"max": 0.0008936568021144,
"count": 200
},
"Agent.Policy.Epsilon.mean": {
"value": 0.10029520000000001,
"min": 0.10029520000000001,
"max": 0.1996928,
"count": 200
},
"Agent.Policy.Epsilon.sum": {
"value": 0.30088560000000003,
"min": 0.30088560000000003,
"max": 0.5978856,
"count": 200
},
"Agent.Policy.Beta.mean": {
"value": 2.4730479999999958e-05,
"min": 2.4730479999999958e-05,
"max": 0.004984670720000001,
"count": 200
},
"Agent.Policy.Beta.sum": {
"value": 7.419143999999988e-05,
"min": 7.419143999999988e-05,
"max": 0.014894491440000001,
"count": 200
},
"Agent.Environment.EpisodeLength.mean": {
"value": 4999.0,
"min": 4999.0,
"max": 4999.0,
"count": 200
},
"Agent.Environment.EpisodeLength.sum": {
"value": 39992.0,
"min": 39992.0,
"max": 39992.0,
"count": 200
},
"Agent.WindFarmControl.IndividualPerformance.mean": {
"value": 4602.086669921875,
"min": 350.05101573467255,
"max": 4690.645080566406,
"count": 200
},
"Agent.WindFarmControl.IndividualPerformance.sum": {
"value": 36816.693359375,
"min": 2800.4081258773804,
"max": 37525.16064453125,
"count": 200
},
"Agent.Environment.CumulativeReward.mean": {
"value": 4597.064208984375,
"min": 556.156599574346,
"max": 4678.725608825684,
"count": 200
},
"Agent.Environment.CumulativeReward.sum": {
"value": 36776.513671875,
"min": 4449.252796594768,
"max": 37429.80487060547,
"count": 200
},
"Agent.Policy.ExtrinsicReward.mean": {
"value": 4597.064208984375,
"min": 556.156599574346,
"max": 4678.725608825684,
"count": 200
},
"Agent.Policy.ExtrinsicReward.sum": {
"value": 36776.513671875,
"min": 4449.252796594768,
"max": 37429.80487060547,
"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": "1715289188",
"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/WindFarmControl_pattern_0_task_0_run_id_2_train.yaml --run-id=WindFarmControl/train/WindFarmControl_pattern_0_task_0_run_id_2_train",
"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": "1.21.2",
"end_time_seconds": "1715292998"
},
"total": 3810.2279147,
"count": 1,
"self": 0.1470408000000134,
"children": {
"run_training.setup": {
"total": 0.04447270000000003,
"count": 1,
"self": 0.04447270000000003
},
"TrainerController.start_learning": {
"total": 3810.0364012,
"count": 1,
"self": 10.68699860020888,
"children": {
"TrainerController._reset_env": {
"total": 1.6128947,
"count": 1,
"self": 1.6128947
},
"TrainerController.advance": {
"total": 3797.709553799791,
"count": 1002054,
"self": 10.49146689985173,
"children": {
"env_step": {
"total": 3787.2180868999394,
"count": 1002054,
"self": 1600.823650799819,
"children": {
"SubprocessEnvManager._take_step": {
"total": 2180.4120274001375,
"count": 1002054,
"self": 26.511826300127268,
"children": {
"TorchPolicy.evaluate": {
"total": 2153.9002011000102,
"count": 1002054,
"self": 2153.9002011000102
}
}
},
"workers": {
"total": 5.982408699982956,
"count": 1002054,
"self": 0.0,
"children": {
"worker_root": {
"total": 3795.3262546001315,
"count": 1002054,
"is_parallel": true,
"self": 2848.4071449002718,
"children": {
"steps_from_proto": {
"total": 0.00023459999999997372,
"count": 1,
"is_parallel": true,
"self": 0.00010929999999997886,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.00012529999999999486,
"count": 2,
"is_parallel": true,
"self": 0.00012529999999999486
}
}
},
"UnityEnvironment.step": {
"total": 946.9188750998599,
"count": 1002054,
"is_parallel": true,
"self": 52.065283599650115,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 86.63877530011705,
"count": 1002054,
"is_parallel": true,
"self": 86.63877530011705
},
"communicator.exchange": {
"total": 665.8185351999875,
"count": 1002054,
"is_parallel": true,
"self": 665.8185351999875
},
"steps_from_proto": {
"total": 142.39628100010523,
"count": 1002054,
"is_parallel": true,
"self": 81.08001270021317,
"children": {
"_process_rank_one_or_two_observation": {
"total": 61.31626829989206,
"count": 2004108,
"is_parallel": true,
"self": 61.31626829989206
}
}
}
}
}
}
}
}
}
}
}
}
},
"trainer_threads": {
"total": 2.080000012938399e-05,
"count": 1,
"self": 2.080000012938399e-05,
"children": {
"thread_root": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"trainer_advance": {
"total": 3807.616727500033,
"count": 108961,
"is_parallel": true,
"self": 4.302358899984483,
"children": {
"process_trajectory": {
"total": 1921.866013500047,
"count": 108961,
"is_parallel": true,
"self": 1921.4277310000475,
"children": {
"RLTrainer._checkpoint": {
"total": 0.43828249999967284,
"count": 16,
"is_parallel": true,
"self": 0.43828249999967284
}
}
},
"_update_policy": {
"total": 1881.4483551000017,
"count": 600,
"is_parallel": true,
"self": 571.8847141000313,
"children": {
"TorchPPOOptimizer.update": {
"total": 1309.5636409999704,
"count": 93600,
"is_parallel": true,
"self": 1309.5636409999704
}
}
}
}
}
}
}
}
},
"TrainerController._save_models": {
"total": 0.02693329999965499,
"count": 1,
"self": 0.005950299999312847,
"children": {
"RLTrainer._checkpoint": {
"total": 0.020983000000342145,
"count": 1,
"self": 0.020983000000342145
}
}
}
}
}
}
}