poca-SoccerTwos / run_logs /timers.json
hussamalafandi's picture
First Push
224d560
{
"name": "root",
"gauges": {
"SoccerTwos.Policy.Entropy.mean": {
"value": 1.4766329526901245,
"min": 1.4021979570388794,
"max": 3.2957522869110107,
"count": 5000
},
"SoccerTwos.Policy.Entropy.sum": {
"value": 27878.830078125,
"min": 18786.455078125,
"max": 151363.53125,
"count": 5000
},
"SoccerTwos.Environment.EpisodeLength.mean": {
"value": 63.11538461538461,
"min": 42.79824561403509,
"max": 999.0,
"count": 5000
},
"SoccerTwos.Environment.EpisodeLength.sum": {
"value": 19692.0,
"min": 12072.0,
"max": 29324.0,
"count": 5000
},
"SoccerTwos.Self-play.ELO.mean": {
"value": 1590.4476711503166,
"min": 1186.7538854705454,
"max": 1634.7606450267947,
"count": 4858
},
"SoccerTwos.Self-play.ELO.sum": {
"value": 248109.8366994494,
"min": 2379.1506710439553,
"max": 353695.8270168188,
"count": 4858
},
"SoccerTwos.Step.mean": {
"value": 49999984.0,
"min": 9682.0,
"max": 49999984.0,
"count": 5000
},
"SoccerTwos.Step.sum": {
"value": 49999984.0,
"min": 9682.0,
"max": 49999984.0,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
"value": -0.042247042059898376,
"min": -0.15632691979408264,
"max": 0.19411611557006836,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
"value": -6.5482916831970215,
"min": -23.311351776123047,
"max": 26.790565490722656,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
"value": -0.04453893005847931,
"min": -0.1584469974040985,
"max": 0.19315099716186523,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
"value": -6.903533935546875,
"min": -23.5950927734375,
"max": 27.63677215576172,
"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": -0.031687744202152375,
"min": -0.7222222222222222,
"max": 0.5494382939440139,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicReward.sum": {
"value": -4.911600351333618,
"min": -62.02480012178421,
"max": 66.96879971027374,
"count": 5000
},
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
"value": -0.031687744202152375,
"min": -0.7222222222222222,
"max": 0.5494382939440139,
"count": 5000
},
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
"value": -4.911600351333618,
"min": -62.02480012178421,
"max": 66.96879971027374,
"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": 0.019331093134436136,
"min": 0.009575133499068519,
"max": 0.026104124978883193,
"count": 2414
},
"SoccerTwos.Losses.PolicyLoss.sum": {
"value": 0.019331093134436136,
"min": 0.009575133499068519,
"max": 0.026104124978883193,
"count": 2414
},
"SoccerTwos.Losses.ValueLoss.mean": {
"value": 0.09118815660476684,
"min": 1.4396120846527082e-07,
"max": 0.11782409995794296,
"count": 2414
},
"SoccerTwos.Losses.ValueLoss.sum": {
"value": 0.09118815660476684,
"min": 1.4396120846527082e-07,
"max": 0.11782409995794296,
"count": 2414
},
"SoccerTwos.Losses.BaselineLoss.mean": {
"value": 0.09180710191528002,
"min": 1.5992417085423464e-07,
"max": 0.12035028859972954,
"count": 2414
},
"SoccerTwos.Losses.BaselineLoss.sum": {
"value": 0.09180710191528002,
"min": 1.5992417085423464e-07,
"max": 0.12035028859972954,
"count": 2414
},
"SoccerTwos.Policy.LearningRate.mean": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 2414
},
"SoccerTwos.Policy.LearningRate.sum": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 2414
},
"SoccerTwos.Policy.Epsilon.mean": {
"value": 0.20000000000000007,
"min": 0.20000000000000007,
"max": 0.20000000000000007,
"count": 2414
},
"SoccerTwos.Policy.Epsilon.sum": {
"value": 0.20000000000000007,
"min": 0.20000000000000007,
"max": 0.20000000000000007,
"count": 2414
},
"SoccerTwos.Policy.Beta.mean": {
"value": 0.005000000000000001,
"min": 0.005000000000000001,
"max": 0.005000000000000001,
"count": 2414
},
"SoccerTwos.Policy.Beta.sum": {
"value": 0.005000000000000001,
"min": 0.005000000000000001,
"max": 0.005000000000000001,
"count": 2414
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1681856682",
"python_version": "3.9.16 | packaged by conda-forge | (main, Feb 1 2023, 21:39:03) \n[GCC 11.3.0]",
"command_line_arguments": "/home/hussam/miniconda3/envs/hf-course/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=../training-envs-executables/linux/SoccerTwos/SoccerTwos --run-id=SoccerTwos --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+cu102",
"numpy_version": "1.21.2",
"end_time_seconds": "1681930714"
},
"total": 74031.646921976,
"count": 1,
"self": 0.7349243220232893,
"children": {
"run_training.setup": {
"total": 0.014265656998759368,
"count": 1,
"self": 0.014265656998759368
},
"TrainerController.start_learning": {
"total": 74030.89773199699,
"count": 1,
"self": 58.47657646048174,
"children": {
"TrainerController._reset_env": {
"total": 9.185247391069424,
"count": 250,
"self": 9.185247391069424
},
"TrainerController.advance": {
"total": 73963.03163965343,
"count": 3416258,
"self": 60.97298695490463,
"children": {
"env_step": {
"total": 53533.00024160396,
"count": 3416258,
"self": 41902.776559555656,
"children": {
"SubprocessEnvManager._take_step": {
"total": 11593.00698915432,
"count": 3416258,
"self": 307.7760565175413,
"children": {
"TorchPolicy.evaluate": {
"total": 11285.23093263678,
"count": 6299338,
"self": 11285.23093263678
}
}
},
"workers": {
"total": 37.21669289398051,
"count": 3416258,
"self": 0.0,
"children": {
"worker_root": {
"total": 73957.01397453842,
"count": 3416258,
"is_parallel": true,
"self": 38488.79879444286,
"children": {
"run_training.setup": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"steps_from_proto": {
"total": 0.002217400997324148,
"count": 2,
"is_parallel": true,
"self": 0.0008064649955485947,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0014109360017755534,
"count": 8,
"is_parallel": true,
"self": 0.0014109360017755534
}
}
},
"UnityEnvironment.step": {
"total": 0.021436210998217575,
"count": 1,
"is_parallel": true,
"self": 0.00040283200360136107,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 0.00033020899718394503,
"count": 1,
"is_parallel": true,
"self": 0.00033020899718394503
},
"communicator.exchange": {
"total": 0.019391777997952886,
"count": 1,
"is_parallel": true,
"self": 0.019391777997952886
},
"steps_from_proto": {
"total": 0.0013113919994793832,
"count": 2,
"is_parallel": true,
"self": 0.0002726010061451234,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0010387909933342598,
"count": 8,
"is_parallel": true,
"self": 0.0010387909933342598
}
}
}
}
}
}
},
"UnityEnvironment.step": {
"total": 35467.859068687496,
"count": 3416257,
"is_parallel": true,
"self": 1517.1600954529858,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 917.9501856739735,
"count": 3416257,
"is_parallel": true,
"self": 917.9501856739735
},
"communicator.exchange": {
"total": 28300.287166050155,
"count": 3416257,
"is_parallel": true,
"self": 28300.287166050155
},
"steps_from_proto": {
"total": 4732.461621510378,
"count": 6832514,
"is_parallel": true,
"self": 940.2711248400847,
"children": {
"_process_rank_one_or_two_observation": {
"total": 3792.190496670293,
"count": 27330056,
"is_parallel": true,
"self": 3792.190496670293
}
}
}
}
},
"steps_from_proto": {
"total": 0.3561114080657717,
"count": 498,
"is_parallel": true,
"self": 0.07101363827678142,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.28509776978899026,
"count": 1992,
"is_parallel": true,
"self": 0.28509776978899026
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 20369.05841109457,
"count": 3416258,
"self": 392.42898665456596,
"children": {
"process_trajectory": {
"total": 6636.435676977926,
"count": 3416258,
"self": 6611.067409481944,
"children": {
"RLTrainer._checkpoint": {
"total": 25.368267495981854,
"count": 100,
"self": 25.368267495981854
}
}
},
"_update_policy": {
"total": 13340.193747462079,
"count": 2414,
"self": 5864.559832947329,
"children": {
"TorchPOCAOptimizer.update": {
"total": 7475.63391451475,
"count": 72420,
"self": 7475.63391451475
}
}
}
}
}
}
},
"trainer_threads": {
"total": 5.420006345957518e-07,
"count": 1,
"self": 5.420006345957518e-07
},
"TrainerController._save_models": {
"total": 0.2042679500009399,
"count": 1,
"self": 0.003651466002338566,
"children": {
"RLTrainer._checkpoint": {
"total": 0.20061648399860132,
"count": 1,
"self": 0.20061648399860132
}
}
}
}
}
}
}