poca-SoccerTwos / run_logs /timers.json
lightyip's picture
First Push`
a290f13 verified
raw
history blame contribute delete
No virus
16 kB
{
"name": "root",
"gauges": {
"SoccerTwos.Policy.Entropy.mean": {
"value": 2.260557174682617,
"min": 2.260557174682617,
"max": 3.2957239151000977,
"count": 564
},
"SoccerTwos.Policy.Entropy.sum": {
"value": 46368.546875,
"min": 14733.5625,
"max": 109877.9609375,
"count": 564
},
"SoccerTwos.Environment.EpisodeLength.mean": {
"value": 45.691588785046726,
"min": 44.40909090909091,
"max": 999.0,
"count": 564
},
"SoccerTwos.Environment.EpisodeLength.sum": {
"value": 19556.0,
"min": 15984.0,
"max": 24856.0,
"count": 564
},
"SoccerTwos.Self-play.ELO.mean": {
"value": 1494.1635052358674,
"min": 1195.220031299549,
"max": 1513.1711619136317,
"count": 420
},
"SoccerTwos.Self-play.ELO.sum": {
"value": 319750.99012047565,
"min": 2390.4575313710816,
"max": 331833.77359809185,
"count": 420
},
"SoccerTwos.Step.mean": {
"value": 5639978.0,
"min": 9446.0,
"max": 5639978.0,
"count": 564
},
"SoccerTwos.Step.sum": {
"value": 5639978.0,
"min": 9446.0,
"max": 5639978.0,
"count": 564
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
"value": -0.05026876553893089,
"min": -0.10771407186985016,
"max": 0.19884932041168213,
"count": 564
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
"value": -10.757515907287598,
"min": -18.203678131103516,
"max": 29.288837432861328,
"count": 564
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
"value": -0.05486476793885231,
"min": -0.10148370265960693,
"max": 0.19832168519496918,
"count": 564
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
"value": -11.741060256958008,
"min": -17.150745391845703,
"max": 29.84763526916504,
"count": 564
},
"SoccerTwos.Environment.CumulativeReward.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 564
},
"SoccerTwos.Environment.CumulativeReward.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 564
},
"SoccerTwos.Policy.ExtrinsicReward.mean": {
"value": -0.14337476586627068,
"min": -0.45059166569262743,
"max": 0.5582567133120636,
"count": 564
},
"SoccerTwos.Policy.ExtrinsicReward.sum": {
"value": -30.682199895381927,
"min": -33.76479995250702,
"max": 68.83200007677078,
"count": 564
},
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
"value": -0.14337476586627068,
"min": -0.45059166569262743,
"max": 0.5582567133120636,
"count": 564
},
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
"value": -30.682199895381927,
"min": -33.76479995250702,
"max": 68.83200007677078,
"count": 564
},
"SoccerTwos.IsTraining.mean": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 564
},
"SoccerTwos.IsTraining.sum": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 564
},
"SoccerTwos.Losses.PolicyLoss.mean": {
"value": 0.017983886908405113,
"min": 0.011172140129042418,
"max": 0.02473271309863776,
"count": 265
},
"SoccerTwos.Losses.PolicyLoss.sum": {
"value": 0.017983886908405113,
"min": 0.011172140129042418,
"max": 0.02473271309863776,
"count": 265
},
"SoccerTwos.Losses.ValueLoss.mean": {
"value": 0.10779028882582982,
"min": 1.4966541759993863e-07,
"max": 0.10779028882582982,
"count": 265
},
"SoccerTwos.Losses.ValueLoss.sum": {
"value": 0.10779028882582982,
"min": 1.4966541759993863e-07,
"max": 0.10779028882582982,
"count": 265
},
"SoccerTwos.Losses.BaselineLoss.mean": {
"value": 0.10997362807393074,
"min": 1.6504089686009138e-07,
"max": 0.10997362807393074,
"count": 265
},
"SoccerTwos.Losses.BaselineLoss.sum": {
"value": 0.10997362807393074,
"min": 1.6504089686009138e-07,
"max": 0.10997362807393074,
"count": 265
},
"SoccerTwos.Policy.LearningRate.mean": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 265
},
"SoccerTwos.Policy.LearningRate.sum": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 265
},
"SoccerTwos.Policy.Epsilon.mean": {
"value": 0.20000000000000007,
"min": 0.20000000000000007,
"max": 0.20000000000000007,
"count": 265
},
"SoccerTwos.Policy.Epsilon.sum": {
"value": 0.20000000000000007,
"min": 0.20000000000000007,
"max": 0.20000000000000007,
"count": 265
},
"SoccerTwos.Policy.Beta.mean": {
"value": 0.005000000000000001,
"min": 0.005000000000000001,
"max": 0.005000000000000001,
"count": 265
},
"SoccerTwos.Policy.Beta.sum": {
"value": 0.005000000000000001,
"min": 0.005000000000000001,
"max": 0.005000000000000001,
"count": 265
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1714558820",
"python_version": "3.10.12 | packaged by Anaconda, Inc. | (main, Jul 5 2023, 19:01:18) [MSC v.1916 64 bit (AMD64)]",
"command_line_arguments": "\\\\?\\C:\\Users\\Ming\\anaconda3\\envs\\rl\\Scripts\\mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos.exe --run-id=SoccerTwos --no-graphics",
"mlagents_version": "1.1.0.dev0",
"mlagents_envs_version": "1.1.0.dev0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "2.3.0+cpu",
"numpy_version": "1.23.5",
"end_time_seconds": "1714585314"
},
"total": 26494.325880800025,
"count": 1,
"self": 0.3515620001126081,
"children": {
"run_training.setup": {
"total": 0.12783819995820522,
"count": 1,
"self": 0.12783819995820522
},
"TrainerController.start_learning": {
"total": 26493.846480599954,
"count": 1,
"self": 15.142953247530386,
"children": {
"TrainerController._reset_env": {
"total": 7.077135700383224,
"count": 29,
"self": 7.077135700383224
},
"TrainerController.advance": {
"total": 26471.34476205206,
"count": 371560,
"self": 15.971983115072362,
"children": {
"env_step": {
"total": 11853.994336954202,
"count": 371560,
"self": 9123.942751222407,
"children": {
"SubprocessEnvManager._take_step": {
"total": 2720.2494692602195,
"count": 371560,
"self": 93.85542461054865,
"children": {
"TorchPolicy.evaluate": {
"total": 2626.394044649671,
"count": 721924,
"self": 2626.394044649671
}
}
},
"workers": {
"total": 9.802116471575573,
"count": 371559,
"self": 0.0,
"children": {
"worker_root": {
"total": 26470.445845735725,
"count": 371559,
"is_parallel": true,
"self": 19281.97781156737,
"children": {
"steps_from_proto": {
"total": 0.09126840042881668,
"count": 58,
"is_parallel": true,
"self": 0.018107699928805232,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.07316070050001144,
"count": 232,
"is_parallel": true,
"self": 0.07316070050001144
}
}
},
"UnityEnvironment.step": {
"total": 7188.376765767927,
"count": 371559,
"is_parallel": true,
"self": 422.21167455415707,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 382.7443088013679,
"count": 371559,
"is_parallel": true,
"self": 382.7443088013679
},
"communicator.exchange": {
"total": 5024.593184787082,
"count": 371559,
"is_parallel": true,
"self": 5024.593184787082
},
"steps_from_proto": {
"total": 1358.8275976253208,
"count": 743118,
"is_parallel": true,
"self": 257.7448606932303,
"children": {
"_process_rank_one_or_two_observation": {
"total": 1101.0827369320905,
"count": 2972472,
"is_parallel": true,
"self": 1101.0827369320905
}
}
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 14601.378441982786,
"count": 371559,
"self": 100.0309511461528,
"children": {
"process_trajectory": {
"total": 2123.7640666377265,
"count": 371559,
"self": 2121.113498437451,
"children": {
"RLTrainer._checkpoint": {
"total": 2.650568200275302,
"count": 11,
"self": 2.650568200275302
}
}
},
"_update_policy": {
"total": 12377.583424198907,
"count": 265,
"self": 1139.5232217991725,
"children": {
"TorchPOCAOptimizer.update": {
"total": 11238.060202399734,
"count": 7950,
"self": 11238.060202399734
}
}
}
}
}
}
},
"trainer_threads": {
"total": 2.600019797682762e-06,
"count": 1,
"self": 2.600019797682762e-06
},
"TrainerController._save_models": {
"total": 0.28162699996028095,
"count": 1,
"self": 0.015209099976345897,
"children": {
"RLTrainer._checkpoint": {
"total": 0.26641789998393506,
"count": 1,
"self": 0.26641789998393506
}
}
}
}
}
}
}