poca-SoccerTwos / run_logs /timers.json
sid's picture
First Push
07e30cd
{
"name": "root",
"gauges": {
"SoccerTwos.Policy.Entropy.mean": {
"value": 1.8799536228179932,
"min": 1.8550299406051636,
"max": 3.2957143783569336,
"count": 500
},
"SoccerTwos.Policy.Entropy.sum": {
"value": 38140.5,
"min": 13597.73828125,
"max": 114579.84375,
"count": 500
},
"SoccerTwos.Environment.EpisodeLength.mean": {
"value": 47.19230769230769,
"min": 45.03669724770642,
"max": 999.0,
"count": 500
},
"SoccerTwos.Environment.EpisodeLength.sum": {
"value": 19632.0,
"min": 11468.0,
"max": 29272.0,
"count": 500
},
"SoccerTwos.Self-play.ELO.mean": {
"value": 1573.3306224513833,
"min": 1189.222707025258,
"max": 1595.6328559795825,
"count": 500
},
"SoccerTwos.Self-play.ELO.sum": {
"value": 327252.7694698877,
"min": 2381.229202148366,
"max": 346679.98105892615,
"count": 500
},
"SoccerTwos.Step.mean": {
"value": 4999996.0,
"min": 9654.0,
"max": 4999996.0,
"count": 500
},
"SoccerTwos.Step.sum": {
"value": 4999996.0,
"min": 9654.0,
"max": 4999996.0,
"count": 500
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
"value": 0.02874203957617283,
"min": -0.09531740099191666,
"max": 0.18036769330501556,
"count": 500
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
"value": 5.949602127075195,
"min": -17.347766876220703,
"max": 26.333683013916016,
"count": 500
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
"value": 0.03399577736854553,
"min": -0.10003126412630081,
"max": 0.1756085902452469,
"count": 500
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
"value": 7.037125587463379,
"min": -18.205690383911133,
"max": 25.63885498046875,
"count": 500
},
"SoccerTwos.Environment.CumulativeReward.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 500
},
"SoccerTwos.Environment.CumulativeReward.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 500
},
"SoccerTwos.Policy.ExtrinsicReward.mean": {
"value": 0.0746473431011329,
"min": -0.6153846153846154,
"max": 0.4446842105765092,
"count": 500
},
"SoccerTwos.Policy.ExtrinsicReward.sum": {
"value": 15.45200002193451,
"min": -53.72039979696274,
"max": 55.82599949836731,
"count": 500
},
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
"value": 0.0746473431011329,
"min": -0.6153846153846154,
"max": 0.4446842105765092,
"count": 500
},
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
"value": 15.45200002193451,
"min": -53.72039979696274,
"max": 55.82599949836731,
"count": 500
},
"SoccerTwos.IsTraining.mean": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 500
},
"SoccerTwos.IsTraining.sum": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 500
},
"SoccerTwos.Losses.PolicyLoss.mean": {
"value": 0.0184247207439815,
"min": 0.011243180965539067,
"max": 0.024702083909263213,
"count": 240
},
"SoccerTwos.Losses.PolicyLoss.sum": {
"value": 0.0184247207439815,
"min": 0.011243180965539067,
"max": 0.024702083909263213,
"count": 240
},
"SoccerTwos.Losses.ValueLoss.mean": {
"value": 0.11222326507170995,
"min": 0.0017094490079519649,
"max": 0.12109096869826316,
"count": 240
},
"SoccerTwos.Losses.ValueLoss.sum": {
"value": 0.11222326507170995,
"min": 0.0017094490079519649,
"max": 0.12109096869826316,
"count": 240
},
"SoccerTwos.Losses.BaselineLoss.mean": {
"value": 0.11396088898181915,
"min": 0.0017675870156381279,
"max": 0.1225358285009861,
"count": 240
},
"SoccerTwos.Losses.BaselineLoss.sum": {
"value": 0.11396088898181915,
"min": 0.0017675870156381279,
"max": 0.1225358285009861,
"count": 240
},
"SoccerTwos.Policy.LearningRate.mean": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 240
},
"SoccerTwos.Policy.LearningRate.sum": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 240
},
"SoccerTwos.Policy.Epsilon.mean": {
"value": 0.20000000000000007,
"min": 0.20000000000000007,
"max": 0.20000000000000007,
"count": 240
},
"SoccerTwos.Policy.Epsilon.sum": {
"value": 0.20000000000000007,
"min": 0.20000000000000007,
"max": 0.20000000000000007,
"count": 240
},
"SoccerTwos.Policy.Beta.mean": {
"value": 0.005000000000000001,
"min": 0.005000000000000001,
"max": 0.005000000000000001,
"count": 240
},
"SoccerTwos.Policy.Beta.sum": {
"value": 0.005000000000000001,
"min": 0.005000000000000001,
"max": 0.005000000000000001,
"count": 240
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1688450896",
"python_version": "3.9.16 (main, May 15 2023, 23:46:34) \n[GCC 11.2.0]",
"command_line_arguments": "/home/sid/anaconda3/envs/unit7/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos.x86_64 --run-id=SoccerTwos --no-graphics --force",
"mlagents_version": "0.31.0.dev0",
"mlagents_envs_version": "0.31.0.dev0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "1.11.0+cu102",
"numpy_version": "1.21.2",
"end_time_seconds": "1688456373"
},
"total": 5477.754930863011,
"count": 1,
"self": 0.21783111200784333,
"children": {
"run_training.setup": {
"total": 0.007659700000658631,
"count": 1,
"self": 0.007659700000658631
},
"TrainerController.start_learning": {
"total": 5477.529440051003,
"count": 1,
"self": 4.779532408138039,
"children": {
"TrainerController._reset_env": {
"total": 2.9950538479315583,
"count": 25,
"self": 2.9950538479315583
},
"TrainerController.advance": {
"total": 5469.602809899923,
"count": 337563,
"self": 4.833934164373204,
"children": {
"env_step": {
"total": 4201.1555099783,
"count": 337563,
"self": 3273.0911253134836,
"children": {
"SubprocessEnvManager._take_step": {
"total": 925.0884008085122,
"count": 337563,
"self": 24.83674777444685,
"children": {
"TorchPolicy.evaluate": {
"total": 900.2516530340654,
"count": 631008,
"self": 900.2516530340654
}
}
},
"workers": {
"total": 2.975983856304083,
"count": 337563,
"self": 0.0,
"children": {
"worker_root": {
"total": 5471.790534255386,
"count": 337563,
"is_parallel": true,
"self": 2724.651954491419,
"children": {
"run_training.setup": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"steps_from_proto": {
"total": 0.001616532012121752,
"count": 2,
"is_parallel": true,
"self": 0.0003781510458793491,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0012383809662424028,
"count": 8,
"is_parallel": true,
"self": 0.0012383809662424028
}
}
},
"UnityEnvironment.step": {
"total": 0.017639169993344694,
"count": 1,
"is_parallel": true,
"self": 0.0003497930010780692,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 0.000279981002677232,
"count": 1,
"is_parallel": true,
"self": 0.000279981002677232
},
"communicator.exchange": {
"total": 0.015890065988060087,
"count": 1,
"is_parallel": true,
"self": 0.015890065988060087
},
"steps_from_proto": {
"total": 0.0011193300015293062,
"count": 2,
"is_parallel": true,
"self": 0.0002406440326012671,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0008786859689280391,
"count": 8,
"is_parallel": true,
"self": 0.0008786859689280391
}
}
}
}
}
}
},
"UnityEnvironment.step": {
"total": 2747.1096751400037,
"count": 337562,
"is_parallel": true,
"self": 145.09935216236045,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 77.60536548917298,
"count": 337562,
"is_parallel": true,
"self": 77.60536548917298
},
"communicator.exchange": {
"total": 2122.4780113258166,
"count": 337562,
"is_parallel": true,
"self": 2122.4780113258166
},
"steps_from_proto": {
"total": 401.9269461626536,
"count": 675124,
"is_parallel": true,
"self": 74.75567241510726,
"children": {
"_process_rank_one_or_two_observation": {
"total": 327.17127374754637,
"count": 2700496,
"is_parallel": true,
"self": 327.17127374754637
}
}
}
}
},
"steps_from_proto": {
"total": 0.028904623963171616,
"count": 48,
"is_parallel": true,
"self": 0.005636942281853408,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.02326768168131821,
"count": 192,
"is_parallel": true,
"self": 0.02326768168131821
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 1263.61336575725,
"count": 337563,
"self": 34.30502635330777,
"children": {
"process_trajectory": {
"total": 491.4585799726483,
"count": 337563,
"self": 489.93451861065114,
"children": {
"RLTrainer._checkpoint": {
"total": 1.5240613619971555,
"count": 10,
"self": 1.5240613619971555
}
}
},
"_update_policy": {
"total": 737.8497594312939,
"count": 240,
"self": 471.48287271353183,
"children": {
"TorchPOCAOptimizer.update": {
"total": 266.3668867177621,
"count": 7200,
"self": 266.3668867177621
}
}
}
}
}
}
},
"trainer_threads": {
"total": 5.500041879713535e-07,
"count": 1,
"self": 5.500041879713535e-07
},
"TrainerController._save_models": {
"total": 0.15204334500594996,
"count": 1,
"self": 0.0014920849935151637,
"children": {
"RLTrainer._checkpoint": {
"total": 0.1505512600124348,
"count": 1,
"self": 0.1505512600124348
}
}
}
}
}
}
}