poca-SoccerTwos / run_logs /timers.json
wasimar's picture
First Push
74a02c0
raw
history blame
20.2 kB
{
"name": "root",
"gauges": {
"SoccerTwos.Policy.Entropy.mean": {
"value": 1.4069026708602905,
"min": 1.29377281665802,
"max": 3.295738458633423,
"count": 5000
},
"SoccerTwos.Policy.Entropy.sum": {
"value": 28543.2421875,
"min": 22218.025390625,
"max": 120706.78125,
"count": 5000
},
"SoccerTwos.Environment.EpisodeLength.mean": {
"value": 68.2394366197183,
"min": 40.49586776859504,
"max": 999.0,
"count": 5000
},
"SoccerTwos.Environment.EpisodeLength.sum": {
"value": 19380.0,
"min": 11988.0,
"max": 27860.0,
"count": 5000
},
"SoccerTwos.Self-play.ELO.mean": {
"value": 1499.4810805536442,
"min": 1195.0124214592158,
"max": 1621.4621773364481,
"count": 4995
},
"SoccerTwos.Self-play.ELO.sum": {
"value": 212926.31343861748,
"min": 2390.6177096129736,
"max": 373540.5610917134,
"count": 4995
},
"SoccerTwos.Step.mean": {
"value": 49999986.0,
"min": 9948.0,
"max": 49999986.0,
"count": 5000
},
"SoccerTwos.Step.sum": {
"value": 49999986.0,
"min": 9948.0,
"max": 49999986.0,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
"value": -0.019215716049075127,
"min": -0.1476471722126007,
"max": 0.14739100635051727,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
"value": -2.7286317348480225,
"min": -26.892528533935547,
"max": 22.279094696044922,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
"value": -0.021505970507860184,
"min": -0.14920662343502045,
"max": 0.14208893477916718,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
"value": -3.0538477897644043,
"min": -27.792810440063477,
"max": 21.318920135498047,
"count": 5000
},
"SoccerTwos.Environment.CumulativeReward.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 5000
},
"SoccerTwos.Environment.CumulativeReward.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicReward.mean": {
"value": 0.19399155193651227,
"min": -0.7333333333333333,
"max": 0.4696700040251017,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicReward.sum": {
"value": 27.54680037498474,
"min": -74.42199993133545,
"max": 56.98079991340637,
"count": 5000
},
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
"value": 0.19399155193651227,
"min": -0.7333333333333333,
"max": 0.4696700040251017,
"count": 5000
},
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
"value": 27.54680037498474,
"min": -74.42199993133545,
"max": 56.98079991340637,
"count": 5000
},
"SoccerTwos.IsTraining.mean": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 5000
},
"SoccerTwos.IsTraining.sum": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 5000
},
"SoccerTwos.Losses.PolicyLoss.mean": {
"value": 0.01577753465123048,
"min": 0.010905576529330574,
"max": 0.029507850762456656,
"count": 2425
},
"SoccerTwos.Losses.PolicyLoss.sum": {
"value": 0.01577753465123048,
"min": 0.010905576529330574,
"max": 0.029507850762456656,
"count": 2425
},
"SoccerTwos.Losses.ValueLoss.mean": {
"value": 0.10188633650541305,
"min": 5.8236272889189425e-05,
"max": 0.12530214041471482,
"count": 2425
},
"SoccerTwos.Losses.ValueLoss.sum": {
"value": 0.10188633650541305,
"min": 5.8236272889189425e-05,
"max": 0.12530214041471482,
"count": 2425
},
"SoccerTwos.Losses.BaselineLoss.mean": {
"value": 0.10280163586139679,
"min": 6.122459805434725e-05,
"max": 0.1268143229186535,
"count": 2425
},
"SoccerTwos.Losses.BaselineLoss.sum": {
"value": 0.10280163586139679,
"min": 6.122459805434725e-05,
"max": 0.1268143229186535,
"count": 2425
},
"SoccerTwos.Policy.LearningRate.mean": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 2425
},
"SoccerTwos.Policy.LearningRate.sum": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 2425
},
"SoccerTwos.Policy.Epsilon.mean": {
"value": 0.20000000000000007,
"min": 0.20000000000000004,
"max": 0.20000000000000007,
"count": 2425
},
"SoccerTwos.Policy.Epsilon.sum": {
"value": 0.20000000000000007,
"min": 0.20000000000000004,
"max": 0.20000000000000007,
"count": 2425
},
"SoccerTwos.Policy.Beta.mean": {
"value": 0.005000000000000001,
"min": 0.005000000000000001,
"max": 0.005000000000000001,
"count": 2425
},
"SoccerTwos.Policy.Beta.sum": {
"value": 0.005000000000000001,
"min": 0.005000000000000001,
"max": 0.005000000000000001,
"count": 2425
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1684689787",
"python_version": "3.9.16 (main, Dec 7 2022, 01:12:08) \n[GCC 11.3.0]",
"command_line_arguments": "/home/wasim/.local/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos/SoccerTwos.x86_64 --run-id=SoccerTwos2 --no-graphics",
"mlagents_version": "0.31.0.dev0",
"mlagents_envs_version": "0.31.0.dev0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "1.11.0+cu113",
"numpy_version": "1.21.2",
"end_time_seconds": "1684767561"
},
"total": 77774.623135834,
"count": 1,
"self": 0.26933160300541203,
"children": {
"run_training.setup": {
"total": 0.033267454000451835,
"count": 1,
"self": 0.033267454000451835
},
"TrainerController.start_learning": {
"total": 77774.320536777,
"count": 1,
"self": 66.66508520353818,
"children": {
"TrainerController._reset_env": {
"total": 8.8151817979724,
"count": 250,
"self": 8.8151817979724
},
"TrainerController.advance": {
"total": 77698.65109348748,
"count": 3438105,
"self": 72.97681465253117,
"children": {
"env_step": {
"total": 57792.64563782724,
"count": 3438105,
"self": 45403.03558742163,
"children": {
"SubprocessEnvManager._take_step": {
"total": 12345.760968986491,
"count": 3438105,
"self": 336.45874955991894,
"children": {
"TorchPolicy.evaluate": {
"total": 12009.302219426572,
"count": 6279864,
"self": 12009.302219426572
}
}
},
"workers": {
"total": 43.849081419116374,
"count": 3438105,
"self": 0.0,
"children": {
"worker_root": {
"total": 77689.86328874431,
"count": 3438105,
"is_parallel": true,
"self": 39875.796183866536,
"children": {
"run_training.setup": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"steps_from_proto": {
"total": 0.0020441939996089786,
"count": 2,
"is_parallel": true,
"self": 0.0005743729989262647,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.001469821000682714,
"count": 8,
"is_parallel": true,
"self": 0.001469821000682714
}
}
},
"UnityEnvironment.step": {
"total": 0.02816668800005573,
"count": 1,
"is_parallel": true,
"self": 0.0004654609992940095,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 0.0003511559998514713,
"count": 1,
"is_parallel": true,
"self": 0.0003511559998514713
},
"communicator.exchange": {
"total": 0.025915679000718228,
"count": 1,
"is_parallel": true,
"self": 0.025915679000718228
},
"steps_from_proto": {
"total": 0.0014343920001920196,
"count": 2,
"is_parallel": true,
"self": 0.00030451800012087915,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0011298740000711405,
"count": 8,
"is_parallel": true,
"self": 0.0011298740000711405
}
}
}
}
}
}
},
"UnityEnvironment.step": {
"total": 37813.65709725354,
"count": 3438104,
"is_parallel": true,
"self": 2219.563376553335,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 1154.0915136295525,
"count": 3438104,
"is_parallel": true,
"self": 1154.0915136295525
},
"communicator.exchange": {
"total": 28902.245302011746,
"count": 3438104,
"is_parallel": true,
"self": 28902.245302011746
},
"steps_from_proto": {
"total": 5537.756905058908,
"count": 6876208,
"is_parallel": true,
"self": 1055.812628333947,
"children": {
"_process_rank_one_or_two_observation": {
"total": 4481.944276724961,
"count": 27504832,
"is_parallel": true,
"self": 4481.944276724961
}
}
}
}
},
"steps_from_proto": {
"total": 0.4100076242339128,
"count": 498,
"is_parallel": true,
"self": 0.07773165151411376,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.33227597271979903,
"count": 1992,
"is_parallel": true,
"self": 0.33227597271979903
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 19833.028641007717,
"count": 3438105,
"self": 438.8399198807674,
"children": {
"process_trajectory": {
"total": 7209.140279734995,
"count": 3438105,
"self": 7190.487030254943,
"children": {
"RLTrainer._checkpoint": {
"total": 18.653249480051272,
"count": 100,
"self": 18.653249480051272
}
}
},
"_update_policy": {
"total": 12185.048441391955,
"count": 2425,
"self": 5776.114478957434,
"children": {
"TorchPOCAOptimizer.update": {
"total": 6408.933962434521,
"count": 72756,
"self": 6408.933962434521
}
}
}
}
}
}
},
"trainer_threads": {
"total": 6.760092219337821e-07,
"count": 1,
"self": 6.760092219337821e-07
},
"TrainerController._save_models": {
"total": 0.1891756120021455,
"count": 1,
"self": 0.0013836040016030893,
"children": {
"RLTrainer._checkpoint": {
"total": 0.1877920080005424,
"count": 1,
"self": 0.1877920080005424
}
}
}
}
}
}
}