poca-SoccerTwos / run_logs /timers.json
Lew's picture
First Push
e48b3fa
raw
history blame contribute delete
No virus
15.7 kB
{
"name": "root",
"gauges": {
"SoccerTwos.Policy.Entropy.mean": {
"value": 1.3551076650619507,
"min": 1.3005881309509277,
"max": 3.217240333557129,
"count": 4929
},
"SoccerTwos.Policy.Entropy.sum": {
"value": 28186.240234375,
"min": 21324.09765625,
"max": 120224.3125,
"count": 4929
},
"SoccerTwos.Environment.EpisodeLength.mean": {
"value": 54.92134831460674,
"min": 41.724137931034484,
"max": 999.0,
"count": 4929
},
"SoccerTwos.Environment.EpisodeLength.sum": {
"value": 19552.0,
"min": 7992.0,
"max": 31968.0,
"count": 4929
},
"SoccerTwos.Step.mean": {
"value": 49999828.0,
"min": 699059.0,
"max": 49999828.0,
"count": 4931
},
"SoccerTwos.Step.sum": {
"value": 49999828.0,
"min": 699059.0,
"max": 49999828.0,
"count": 4931
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
"value": 0.009020297788083553,
"min": -0.12972207367420197,
"max": 0.21567855775356293,
"count": 4931
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
"value": 1.614633321762085,
"min": -23.065719604492188,
"max": 34.462650299072266,
"count": 4931
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
"value": 0.00902334414422512,
"min": -0.13501568138599396,
"max": 0.2189803421497345,
"count": 4931
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
"value": 1.6151785850524902,
"min": -24.30282211303711,
"max": 34.87063217163086,
"count": 4931
},
"SoccerTwos.Environment.CumulativeReward.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 4931
},
"SoccerTwos.Environment.CumulativeReward.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 4931
},
"SoccerTwos.Policy.ExtrinsicReward.mean": {
"value": 0.06246704029637342,
"min": -0.6989111105600992,
"max": 0.5232327233661305,
"count": 4931
},
"SoccerTwos.Policy.ExtrinsicReward.sum": {
"value": 11.181600213050842,
"min": -64.03359979391098,
"max": 60.12459993362427,
"count": 4931
},
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
"value": 0.06246704029637342,
"min": -0.6989111105600992,
"max": 0.5232327233661305,
"count": 4931
},
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
"value": 11.181600213050842,
"min": -64.03359979391098,
"max": 60.12459993362427,
"count": 4931
},
"SoccerTwos.IsTraining.mean": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 4931
},
"SoccerTwos.IsTraining.sum": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 4931
},
"SoccerTwos.Self-play.ELO.mean": {
"value": 1702.6599980680758,
"min": 1171.0258805222504,
"max": 1763.907757351499,
"count": 4856
},
"SoccerTwos.Self-play.ELO.sum": {
"value": 303073.4796561175,
"min": 2344.7155979355525,
"max": 397694.2489781823,
"count": 4856
},
"SoccerTwos.Losses.PolicyLoss.mean": {
"value": 0.01681608337094076,
"min": 0.009783732601984714,
"max": 0.025116191385313867,
"count": 2385
},
"SoccerTwos.Losses.PolicyLoss.sum": {
"value": 0.01681608337094076,
"min": 0.009783732601984714,
"max": 0.025116191385313867,
"count": 2385
},
"SoccerTwos.Losses.ValueLoss.mean": {
"value": 0.09890874822934469,
"min": 4.6114543389800625e-07,
"max": 0.12489540229241053,
"count": 2385
},
"SoccerTwos.Losses.ValueLoss.sum": {
"value": 0.09890874822934469,
"min": 4.6114543389800625e-07,
"max": 0.12489540229241053,
"count": 2385
},
"SoccerTwos.Losses.BaselineLoss.mean": {
"value": 0.10023266946276028,
"min": 5.945804900875373e-07,
"max": 0.12647117500503857,
"count": 2385
},
"SoccerTwos.Losses.BaselineLoss.sum": {
"value": 0.10023266946276028,
"min": 5.945804900875373e-07,
"max": 0.12647117500503857,
"count": 2385
},
"SoccerTwos.Policy.LearningRate.mean": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 2385
},
"SoccerTwos.Policy.LearningRate.sum": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 2385
},
"SoccerTwos.Policy.Epsilon.mean": {
"value": 0.20000000000000007,
"min": 0.19999999999999993,
"max": 0.20000000000000007,
"count": 2385
},
"SoccerTwos.Policy.Epsilon.sum": {
"value": 0.20000000000000007,
"min": 0.19999999999999993,
"max": 0.20000000000000007,
"count": 2385
},
"SoccerTwos.Policy.Beta.mean": {
"value": 0.005000000000000001,
"min": 0.005,
"max": 0.005000000000000001,
"count": 2385
},
"SoccerTwos.Policy.Beta.sum": {
"value": 0.005000000000000001,
"min": 0.005,
"max": 0.005000000000000001,
"count": 2385
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1702629464",
"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:\\ProgramData\\Anaconda3\\envs\\HuggingMARL\\Scripts\\mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos.exe --run-id=SoccerTwos --no-graphics --resume",
"mlagents_version": "1.1.0.dev0",
"mlagents_envs_version": "1.1.0.dev0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "2.1.2+cpu",
"numpy_version": "1.23.5",
"end_time_seconds": "1702797579"
},
"total": 168114.168036,
"count": 1,
"self": 1.027366099995561,
"children": {
"run_training.setup": {
"total": 0.10216080001555383,
"count": 1,
"self": 0.10216080001555383
},
"TrainerController.start_learning": {
"total": 168113.03850909998,
"count": 1,
"self": 88.98916922067292,
"children": {
"TrainerController._reset_env": {
"total": 9.664814599673264,
"count": 248,
"self": 9.664814599673264
},
"TrainerController.advance": {
"total": 168014.24563167966,
"count": 3388847,
"self": 90.71629579400178,
"children": {
"env_step": {
"total": 59482.39426160592,
"count": 3388847,
"self": 44287.60472441348,
"children": {
"SubprocessEnvManager._take_step": {
"total": 15139.790341105894,
"count": 3388847,
"self": 504.0101298833033,
"children": {
"TorchPolicy.evaluate": {
"total": 14635.78021122259,
"count": 6204168,
"self": 14635.78021122259
}
}
},
"workers": {
"total": 54.99919608654454,
"count": 3388847,
"self": 0.0,
"children": {
"worker_root": {
"total": 167990.94669422018,
"count": 3388847,
"is_parallel": true,
"self": 133363.29030840646,
"children": {
"steps_from_proto": {
"total": 0.46730180049780756,
"count": 496,
"is_parallel": true,
"self": 0.10150650062132627,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.3657952998764813,
"count": 1984,
"is_parallel": true,
"self": 0.3657952998764813
}
}
},
"UnityEnvironment.step": {
"total": 34627.189084013226,
"count": 3388847,
"is_parallel": true,
"self": 1849.7905010344693,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 1517.6188403441338,
"count": 3388847,
"is_parallel": true,
"self": 1517.6188403441338
},
"communicator.exchange": {
"total": 25278.275953509496,
"count": 3388847,
"is_parallel": true,
"self": 25278.275953509496
},
"steps_from_proto": {
"total": 5981.503789125127,
"count": 6777694,
"is_parallel": true,
"self": 1295.7783491901355,
"children": {
"_process_rank_one_or_two_observation": {
"total": 4685.725439934991,
"count": 27110776,
"is_parallel": true,
"self": 4685.725439934991
}
}
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 108441.13507427974,
"count": 3388847,
"self": 615.3841125188628,
"children": {
"process_trajectory": {
"total": 16942.099893463426,
"count": 3388847,
"self": 16928.103306163917,
"children": {
"RLTrainer._checkpoint": {
"total": 13.996587299508974,
"count": 99,
"self": 13.996587299508974
}
}
},
"_update_policy": {
"total": 90883.65106829745,
"count": 2385,
"self": 8150.811721911421,
"children": {
"TorchPOCAOptimizer.update": {
"total": 82732.83934638603,
"count": 71580,
"self": 82732.83934638603
}
}
}
}
}
}
},
"trainer_threads": {
"total": 1.00000761449337e-06,
"count": 1,
"self": 1.00000761449337e-06
},
"TrainerController._save_models": {
"total": 0.13889259996358305,
"count": 1,
"self": 0.002369800000451505,
"children": {
"RLTrainer._checkpoint": {
"total": 0.13652279996313155,
"count": 1,
"self": 0.13652279996313155
}
}
}
}
}
}
}