poca-SoccerTwos / run_logs /timers.json
nvasko's picture
First push
2aef279 verified
raw
history blame
20.3 kB
{
"name": "root",
"gauges": {
"SoccerTwos.Policy.Entropy.mean": {
"value": 1.3928498029708862,
"min": 1.21998131275177,
"max": 3.2957465648651123,
"count": 5000
},
"SoccerTwos.Policy.Entropy.sum": {
"value": 25985.005859375,
"min": 19855.798828125,
"max": 145768.640625,
"count": 5000
},
"SoccerTwos.Environment.EpisodeLength.mean": {
"value": 50.73684210526316,
"min": 40.84166666666667,
"max": 999.0,
"count": 5000
},
"SoccerTwos.Environment.EpisodeLength.sum": {
"value": 19280.0,
"min": 11988.0,
"max": 25676.0,
"count": 5000
},
"SoccerTwos.Self-play.ELO.mean": {
"value": 1699.0914227549324,
"min": 1189.972434065279,
"max": 1749.382347266285,
"count": 4983
},
"SoccerTwos.Self-play.ELO.sum": {
"value": 322827.37032343715,
"min": 2381.187981918631,
"max": 409040.2887565867,
"count": 4983
},
"SoccerTwos.Step.mean": {
"value": 49999944.0,
"min": 9644.0,
"max": 49999944.0,
"count": 5000
},
"SoccerTwos.Step.sum": {
"value": 49999944.0,
"min": 9644.0,
"max": 49999944.0,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
"value": 0.024136614054441452,
"min": -0.13468629121780396,
"max": 0.20137563347816467,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
"value": 4.585956573486328,
"min": -21.906532287597656,
"max": 41.282005310058594,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
"value": 0.027685396373271942,
"min": -0.13594380021095276,
"max": 0.19884014129638672,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
"value": 5.260225296020508,
"min": -21.36837387084961,
"max": 40.762229919433594,
"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": 0.0655136836202521,
"min": -0.5540761890865508,
"max": 0.4387761607075369,
"count": 5000
},
"SoccerTwos.Policy.ExtrinsicReward.sum": {
"value": 12.4475998878479,
"min": -65.62940013408661,
"max": 70.40700006484985,
"count": 5000
},
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
"value": 0.0655136836202521,
"min": -0.5540761890865508,
"max": 0.4387761607075369,
"count": 5000
},
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
"value": 12.4475998878479,
"min": -65.62940013408661,
"max": 70.40700006484985,
"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": 0.018493753513515305,
"min": 0.010254121795878746,
"max": 0.025699365340794127,
"count": 2424
},
"SoccerTwos.Losses.PolicyLoss.sum": {
"value": 0.018493753513515305,
"min": 0.010254121795878746,
"max": 0.025699365340794127,
"count": 2424
},
"SoccerTwos.Losses.ValueLoss.mean": {
"value": 0.10656784797708194,
"min": 3.3563168168863435e-05,
"max": 0.1264787902434667,
"count": 2424
},
"SoccerTwos.Losses.ValueLoss.sum": {
"value": 0.10656784797708194,
"min": 3.3563168168863435e-05,
"max": 0.1264787902434667,
"count": 2424
},
"SoccerTwos.Losses.BaselineLoss.mean": {
"value": 0.10796791364749272,
"min": 3.787727546296082e-05,
"max": 0.12967853769659995,
"count": 2424
},
"SoccerTwos.Losses.BaselineLoss.sum": {
"value": 0.10796791364749272,
"min": 3.787727546296082e-05,
"max": 0.12967853769659995,
"count": 2424
},
"SoccerTwos.Policy.LearningRate.mean": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 2424
},
"SoccerTwos.Policy.LearningRate.sum": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 2424
},
"SoccerTwos.Policy.Epsilon.mean": {
"value": 0.20000000000000007,
"min": 0.20000000000000004,
"max": 0.20000000000000007,
"count": 2424
},
"SoccerTwos.Policy.Epsilon.sum": {
"value": 0.20000000000000007,
"min": 0.20000000000000004,
"max": 0.20000000000000007,
"count": 2424
},
"SoccerTwos.Policy.Beta.mean": {
"value": 0.005000000000000001,
"min": 0.005000000000000001,
"max": 0.005000000000000001,
"count": 2424
},
"SoccerTwos.Policy.Beta.sum": {
"value": 0.005000000000000001,
"min": 0.005000000000000001,
"max": 0.005000000000000001,
"count": 2424
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1714137260",
"python_version": "3.10.12 (main, Jul 5 2023, 18:54:27) [GCC 11.2.0]",
"command_line_arguments": "/home/nick/anaconda3/envs/unity/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/linux/SoccerTwos/SoccerTwos.exe --run-id=SoccerTwos --no-graphics --force",
"mlagents_version": "1.1.0.dev0",
"mlagents_envs_version": "1.1.0.dev0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "2.2.2+cu121",
"numpy_version": "1.23.5",
"end_time_seconds": "1714169189"
},
"total": 31928.723726832017,
"count": 1,
"self": 0.16680422102217562,
"children": {
"run_training.setup": {
"total": 0.046483440994052216,
"count": 1,
"self": 0.046483440994052216
},
"TrainerController.start_learning": {
"total": 31928.51043917,
"count": 1,
"self": 22.269319675542647,
"children": {
"TrainerController._reset_env": {
"total": 2.9984970330551732,
"count": 250,
"self": 2.9984970330551732
},
"TrainerController.advance": {
"total": 31903.14578121141,
"count": 3448211,
"self": 22.521499714057427,
"children": {
"env_step": {
"total": 23975.74121089111,
"count": 3448211,
"self": 18339.036810970196,
"children": {
"SubprocessEnvManager._take_step": {
"total": 5621.8259733981395,
"count": 3448211,
"self": 177.17235782297212,
"children": {
"TorchPolicy.evaluate": {
"total": 5444.653615575167,
"count": 6278904,
"self": 5444.653615575167
}
}
},
"workers": {
"total": 14.878426522773225,
"count": 3448211,
"self": 0.0,
"children": {
"worker_root": {
"total": 31894.121644483617,
"count": 3448211,
"is_parallel": true,
"self": 16656.71952841888,
"children": {
"run_training.setup": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"steps_from_proto": {
"total": 0.0009833740186877549,
"count": 2,
"is_parallel": true,
"self": 0.00021399903926067054,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0007693749794270843,
"count": 8,
"is_parallel": true,
"self": 0.0007693749794270843
}
}
},
"UnityEnvironment.step": {
"total": 0.01157830300508067,
"count": 1,
"is_parallel": true,
"self": 0.00039119800203479826,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 0.00033826701110228896,
"count": 1,
"is_parallel": true,
"self": 0.00033826701110228896
},
"communicator.exchange": {
"total": 0.009729904995765537,
"count": 1,
"is_parallel": true,
"self": 0.009729904995765537
},
"steps_from_proto": {
"total": 0.0011189329961780459,
"count": 2,
"is_parallel": true,
"self": 0.00019885905203409493,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0009200739441439509,
"count": 8,
"is_parallel": true,
"self": 0.0009200739441439509
}
}
}
}
}
}
},
"UnityEnvironment.step": {
"total": 15237.2309223208,
"count": 3448210,
"is_parallel": true,
"self": 745.2196475994715,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 644.0528043218073,
"count": 3448210,
"is_parallel": true,
"self": 644.0528043218073
},
"communicator.exchange": {
"total": 11756.180057266814,
"count": 3448210,
"is_parallel": true,
"self": 11756.180057266814
},
"steps_from_proto": {
"total": 2091.778413132706,
"count": 6896420,
"is_parallel": true,
"self": 341.26600825274363,
"children": {
"_process_rank_one_or_two_observation": {
"total": 1750.5124048799626,
"count": 27585680,
"is_parallel": true,
"self": 1750.5124048799626
}
}
}
}
},
"steps_from_proto": {
"total": 0.17119374393951148,
"count": 498,
"is_parallel": true,
"self": 0.029364814807195216,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.14182892913231626,
"count": 1992,
"is_parallel": true,
"self": 0.14182892913231626
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 7904.883070606244,
"count": 3448211,
"self": 225.70775432881783,
"children": {
"process_trajectory": {
"total": 3317.168459789187,
"count": 3448211,
"self": 3307.642995674105,
"children": {
"RLTrainer._checkpoint": {
"total": 9.525464115082286,
"count": 100,
"self": 9.525464115082286
}
}
},
"_update_policy": {
"total": 4362.006856488239,
"count": 2424,
"self": 2645.184580873087,
"children": {
"TorchPOCAOptimizer.update": {
"total": 1716.8222756151517,
"count": 72726,
"self": 1716.8222756151517
}
}
}
}
}
}
},
"trainer_threads": {
"total": 3.599852789193392e-07,
"count": 1,
"self": 3.599852789193392e-07
},
"TrainerController._save_models": {
"total": 0.09684089000802487,
"count": 1,
"self": 0.0014143690059427172,
"children": {
"RLTrainer._checkpoint": {
"total": 0.09542652100208215,
"count": 1,
"self": 0.09542652100208215
}
}
}
}
}
}
}