MLAgents-Pyramids / run_logs /timers.json
ButtaByte's picture
2nd upload
adf0b21 verified
{
"name": "root",
"gauges": {
"Pyramids.Policy.Entropy.mean": {
"value": 0.3496977686882019,
"min": 0.3496977686882019,
"max": 1.438382863998413,
"count": 31
},
"Pyramids.Policy.Entropy.sum": {
"value": 17339.4140625,
"min": 5891.6162109375,
"max": 65113.05078125,
"count": 31
},
"Pyramids.IsTraining.mean": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 31
},
"Pyramids.IsTraining.sum": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 31
},
"Pyramids.Step.mean": {
"value": 2999827.0,
"min": 1549982.0,
"max": 2999827.0,
"count": 30
},
"Pyramids.Step.sum": {
"value": 2999827.0,
"min": 1549982.0,
"max": 2999827.0,
"count": 30
},
"Pyramids.Policy.ExtrinsicValueEstimate.mean": {
"value": 0.47240471839904785,
"min": 0.01659783348441124,
"max": 0.5946049094200134,
"count": 30
},
"Pyramids.Policy.ExtrinsicValueEstimate.sum": {
"value": 115.26675415039062,
"min": 3.468947172164917,
"max": 152.21885681152344,
"count": 30
},
"Pyramids.Policy.RndValueEstimate.mean": {
"value": -0.016628071665763855,
"min": -0.03436597064137459,
"max": 0.06806575506925583,
"count": 30
},
"Pyramids.Policy.RndValueEstimate.sum": {
"value": -4.057249546051025,
"min": -8.041637420654297,
"max": 14.429940223693848,
"count": 30
},
"Pyramids.Losses.PolicyLoss.mean": {
"value": 0.06902246359267881,
"min": 0.06464286143901217,
"max": 0.07600686806628652,
"count": 30
},
"Pyramids.Losses.PolicyLoss.sum": {
"value": 1.5875166626316128,
"min": 0.9893171148157742,
"max": 1.737136769766449,
"count": 30
},
"Pyramids.Losses.ValueLoss.mean": {
"value": 0.0113997588012218,
"min": 0.0035444383079130362,
"max": 0.012698868781017206,
"count": 30
},
"Pyramids.Losses.ValueLoss.sum": {
"value": 0.2621944524281014,
"min": 0.05299955189413608,
"max": 0.30391888244704723,
"count": 30
},
"Pyramids.Policy.LearningRate.mean": {
"value": 2.4657600476782597e-06,
"min": 2.4657600476782597e-06,
"max": 0.00014728039376369525,
"count": 30
},
"Pyramids.Policy.LearningRate.sum": {
"value": 5.671248109659997e-05,
"min": 5.671248109659997e-05,
"max": 0.003278460107180367,
"count": 30
},
"Pyramids.Policy.Epsilon.mean": {
"value": 0.10082188695652175,
"min": 0.10082188695652175,
"max": 0.1490934476190476,
"count": 30
},
"Pyramids.Policy.Epsilon.sum": {
"value": 2.3189034000000004,
"min": 2.0873082666666667,
"max": 3.392819633333334,
"count": 30
},
"Pyramids.Policy.Beta.mean": {
"value": 9.21065069565217e-05,
"min": 9.21065069565217e-05,
"max": 0.004914435417142857,
"count": 30
},
"Pyramids.Policy.Beta.sum": {
"value": 0.002118449659999999,
"min": 0.002118449659999999,
"max": 0.10940268136999999,
"count": 30
},
"Pyramids.Losses.RNDLoss.mean": {
"value": 2.134653550456278e-05,
"min": 2.134653550456278e-05,
"max": 3.62854843842797e-05,
"count": 30
},
"Pyramids.Losses.RNDLoss.sum": {
"value": 0.0004909703275188804,
"min": 0.0004909703275188804,
"max": 0.0008047671290114522,
"count": 30
},
"Pyramids.Environment.EpisodeLength.mean": {
"value": 406.9583333333333,
"min": 347.3943661971831,
"max": 863.5094339622641,
"count": 30
},
"Pyramids.Environment.EpisodeLength.sum": {
"value": 48835.0,
"min": 45766.0,
"max": 52823.0,
"count": 30
},
"Pyramids.Environment.CumulativeReward.mean": {
"value": 1.31322806876553,
"min": -0.22257740992420125,
"max": 1.546792780538257,
"count": 30
},
"Pyramids.Environment.CumulativeReward.sum": {
"value": 158.90059632062912,
"min": -11.796602725982666,
"max": 218.66419652104378,
"count": 30
},
"Pyramids.Policy.ExtrinsicReward.mean": {
"value": 1.31322806876553,
"min": -0.22257740992420125,
"max": 1.546792780538257,
"count": 30
},
"Pyramids.Policy.ExtrinsicReward.sum": {
"value": 158.90059632062912,
"min": -11.796602725982666,
"max": 218.66419652104378,
"count": 30
},
"Pyramids.Policy.RndReward.mean": {
"value": 0.000487636625869279,
"min": 0.0004246232857475418,
"max": 0.0017610922478301942,
"count": 30
},
"Pyramids.Policy.RndReward.sum": {
"value": 0.05900403173018276,
"min": 0.05814932025288044,
"max": 0.10813312111895357,
"count": 30
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1776829921",
"python_version": "3.10.11 (tags/v3.10.11:7d4cc5a, Apr 5 2023, 00:38:17) [MSC v.1929 64 bit (AMD64)]",
"command_line_arguments": "C:\\Users\\tayla\\ml-agents\\mlagents_env\\Scripts\\mlagents-learn config/ppo/PyramidsRND.yaml --env=training-envs-executables/Windows/Pyramids --run-id=First_Training --resume --no-graphics",
"mlagents_version": "1.1.0",
"mlagents_envs_version": "1.1.0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "2.1.1+cpu",
"numpy_version": "1.23.5",
"end_time_seconds": "1776832956"
},
"total": 3035.3259612000547,
"count": 1,
"self": 0.32805069989990443,
"children": {
"run_training.setup": {
"total": 0.12268370005767792,
"count": 1,
"self": 0.12268370005767792
},
"TrainerController.start_learning": {
"total": 3034.875226800097,
"count": 1,
"self": 2.0862086954293773,
"children": {
"TrainerController._reset_env": {
"total": 4.640463000047021,
"count": 1,
"self": 4.640463000047021
},
"TrainerController.advance": {
"total": 3028.049600104685,
"count": 96265,
"self": 1.8950329134240746,
"children": {
"env_step": {
"total": 1656.5996473971754,
"count": 96265,
"self": 1474.43365781405,
"children": {
"SubprocessEnvManager._take_step": {
"total": 180.61125228798483,
"count": 96265,
"self": 6.827575302799232,
"children": {
"TorchPolicy.evaluate": {
"total": 173.7836769851856,
"count": 93853,
"self": 173.7836769851856
}
}
},
"workers": {
"total": 1.5547372951405123,
"count": 96265,
"self": 0.0,
"children": {
"worker_root": {
"total": 3027.101965487702,
"count": 96265,
"is_parallel": true,
"self": 1727.102127379505,
"children": {
"steps_from_proto": {
"total": 0.0008677999721840024,
"count": 1,
"is_parallel": true,
"self": 0.00020379992201924324,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0006640000501647592,
"count": 8,
"is_parallel": true,
"self": 0.0006640000501647592
}
}
},
"UnityEnvironment.step": {
"total": 1299.9989703082247,
"count": 96265,
"is_parallel": true,
"self": 39.529148857924156,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 33.18920588179026,
"count": 96265,
"is_parallel": true,
"self": 33.18920588179026
},
"communicator.exchange": {
"total": 1127.3387896807399,
"count": 96265,
"is_parallel": true,
"self": 1127.3387896807399
},
"steps_from_proto": {
"total": 99.94182588777039,
"count": 96265,
"is_parallel": true,
"self": 20.24457694659941,
"children": {
"_process_rank_one_or_two_observation": {
"total": 79.69724894117098,
"count": 770120,
"is_parallel": true,
"self": 79.69724894117098
}
}
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 1369.5549197940854,
"count": 96265,
"self": 4.899919007206336,
"children": {
"process_trajectory": {
"total": 162.9425140870735,
"count": 96265,
"self": 162.61296648695134,
"children": {
"RLTrainer._checkpoint": {
"total": 0.32954760012216866,
"count": 4,
"self": 0.32954760012216866
}
}
},
"_update_policy": {
"total": 1201.7124866998056,
"count": 680,
"self": 439.2752985031111,
"children": {
"TorchPPOOptimizer.update": {
"total": 762.4371881966945,
"count": 34155,
"self": 762.4371881966945
}
}
}
}
}
}
},
"trainer_threads": {
"total": 7.00005330145359e-07,
"count": 1,
"self": 7.00005330145359e-07
},
"TrainerController._save_models": {
"total": 0.0989542999304831,
"count": 1,
"self": 0.025357199949212372,
"children": {
"RLTrainer._checkpoint": {
"total": 0.07359709998127073,
"count": 1,
"self": 0.07359709998127073
}
}
}
}
}
}
}