|
{ |
|
"name": "root", |
|
"gauges": { |
|
"SoccerTwos.Policy.Entropy.mean": { |
|
"value": 1.8620750904083252, |
|
"min": 1.7322965860366821, |
|
"max": 3.2957098484039307, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Policy.Entropy.sum": { |
|
"value": 37956.5390625, |
|
"min": 10136.2109375, |
|
"max": 131013.046875, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Environment.EpisodeLength.mean": { |
|
"value": 50.78350515463917, |
|
"min": 41.1271186440678, |
|
"max": 999.0, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Environment.EpisodeLength.sum": { |
|
"value": 19704.0, |
|
"min": 15624.0, |
|
"max": 26332.0, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Self-play.ELO.mean": { |
|
"value": 1517.8703778096872, |
|
"min": 1191.3111912471961, |
|
"max": 1584.5306654815859, |
|
"count": 797 |
|
}, |
|
"SoccerTwos.Self-play.ELO.sum": { |
|
"value": 294466.8532950793, |
|
"min": 2385.854522756917, |
|
"max": 356743.21496192773, |
|
"count": 797 |
|
}, |
|
"SoccerTwos.Step.mean": { |
|
"value": 7999986.0, |
|
"min": 9772.0, |
|
"max": 7999986.0, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Step.sum": { |
|
"value": 7999986.0, |
|
"min": 9772.0, |
|
"max": 7999986.0, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": { |
|
"value": 0.019200840964913368, |
|
"min": -0.12389080971479416, |
|
"max": 0.1440913826227188, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": { |
|
"value": 3.744163990020752, |
|
"min": -19.698638916015625, |
|
"max": 22.332225799560547, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": { |
|
"value": 0.01900632679462433, |
|
"min": -0.12310798466205597, |
|
"max": 0.14770977199077606, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": { |
|
"value": 3.7062337398529053, |
|
"min": -19.574169158935547, |
|
"max": 22.73837661743164, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Environment.CumulativeReward.mean": { |
|
"value": 0.0, |
|
"min": 0.0, |
|
"max": 0.0, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Environment.CumulativeReward.sum": { |
|
"value": 0.0, |
|
"min": 0.0, |
|
"max": 0.0, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Policy.ExtrinsicReward.mean": { |
|
"value": 0.07777640941815499, |
|
"min": -0.6819374999031425, |
|
"max": 0.4021428589309965, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Policy.ExtrinsicReward.sum": { |
|
"value": 15.166399836540222, |
|
"min": -61.93959987163544, |
|
"max": 44.75040006637573, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Environment.GroupCumulativeReward.mean": { |
|
"value": 0.07777640941815499, |
|
"min": -0.6819374999031425, |
|
"max": 0.4021428589309965, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Environment.GroupCumulativeReward.sum": { |
|
"value": 15.166399836540222, |
|
"min": -61.93959987163544, |
|
"max": 44.75040006637573, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.IsTraining.mean": { |
|
"value": 1.0, |
|
"min": 1.0, |
|
"max": 1.0, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.IsTraining.sum": { |
|
"value": 1.0, |
|
"min": 1.0, |
|
"max": 1.0, |
|
"count": 800 |
|
}, |
|
"SoccerTwos.Losses.PolicyLoss.mean": { |
|
"value": 0.012417273254444201, |
|
"min": 0.010295493935700506, |
|
"max": 0.026601607150708636, |
|
"count": 386 |
|
}, |
|
"SoccerTwos.Losses.PolicyLoss.sum": { |
|
"value": 0.012417273254444201, |
|
"min": 0.010295493935700506, |
|
"max": 0.026601607150708636, |
|
"count": 386 |
|
}, |
|
"SoccerTwos.Losses.ValueLoss.mean": { |
|
"value": 0.11116273924708367, |
|
"min": 0.0003609630982585562, |
|
"max": 0.12107628559072812, |
|
"count": 386 |
|
}, |
|
"SoccerTwos.Losses.ValueLoss.sum": { |
|
"value": 0.11116273924708367, |
|
"min": 0.0003609630982585562, |
|
"max": 0.12107628559072812, |
|
"count": 386 |
|
}, |
|
"SoccerTwos.Losses.BaselineLoss.mean": { |
|
"value": 0.11284758771459262, |
|
"min": 0.0003731070801829143, |
|
"max": 0.1231194314857324, |
|
"count": 386 |
|
}, |
|
"SoccerTwos.Losses.BaselineLoss.sum": { |
|
"value": 0.11284758771459262, |
|
"min": 0.0003731070801829143, |
|
"max": 0.1231194314857324, |
|
"count": 386 |
|
}, |
|
"SoccerTwos.Policy.LearningRate.mean": { |
|
"value": 0.0003, |
|
"min": 0.0003, |
|
"max": 0.0003, |
|
"count": 386 |
|
}, |
|
"SoccerTwos.Policy.LearningRate.sum": { |
|
"value": 0.0003, |
|
"min": 0.0003, |
|
"max": 0.0003, |
|
"count": 386 |
|
}, |
|
"SoccerTwos.Policy.Epsilon.mean": { |
|
"value": 0.20000000000000007, |
|
"min": 0.20000000000000007, |
|
"max": 0.20000000000000007, |
|
"count": 386 |
|
}, |
|
"SoccerTwos.Policy.Epsilon.sum": { |
|
"value": 0.20000000000000007, |
|
"min": 0.20000000000000007, |
|
"max": 0.20000000000000007, |
|
"count": 386 |
|
}, |
|
"SoccerTwos.Policy.Beta.mean": { |
|
"value": 0.005000000000000001, |
|
"min": 0.005000000000000001, |
|
"max": 0.005000000000000001, |
|
"count": 386 |
|
}, |
|
"SoccerTwos.Policy.Beta.sum": { |
|
"value": 0.005000000000000001, |
|
"min": 0.005000000000000001, |
|
"max": 0.005000000000000001, |
|
"count": 386 |
|
} |
|
}, |
|
"metadata": { |
|
"timer_format_version": "0.1.0", |
|
"start_time_seconds": "1715614057", |
|
"python_version": "3.10.12 | packaged by conda-forge | (main, Jun 23 2023, 22:40:32) [GCC 12.3.0]", |
|
"command_line_arguments": "/opt/conda/bin/mlagents-learn /kaggle/input/soccertwosmod-yaml/SoccerTwosMod.yaml --env=/kaggle/working/ml-agents/training-envs-executables/SoccerTwos.x86_64 --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": "2.1.2+cpu", |
|
"numpy_version": "1.23.5", |
|
"end_time_seconds": "1715651658" |
|
}, |
|
"total": 37601.068734141, |
|
"count": 1, |
|
"self": 0.4296618430016679, |
|
"children": { |
|
"run_training.setup": { |
|
"total": 0.11653860799998483, |
|
"count": 1, |
|
"self": 0.11653860799998483 |
|
}, |
|
"TrainerController.start_learning": { |
|
"total": 37600.52253369, |
|
"count": 1, |
|
"self": 19.85771098830446, |
|
"children": { |
|
"TrainerController._reset_env": { |
|
"total": 3.9743024930051547, |
|
"count": 40, |
|
"self": 3.9743024930051547 |
|
}, |
|
"TrainerController.advance": { |
|
"total": 37576.42886269968, |
|
"count": 547736, |
|
"self": 21.379173465371423, |
|
"children": { |
|
"env_step": { |
|
"total": 16214.532469752776, |
|
"count": 547736, |
|
"self": 13285.727275800433, |
|
"children": { |
|
"SubprocessEnvManager._take_step": { |
|
"total": 2915.6621348028348, |
|
"count": 547736, |
|
"self": 116.82275330984066, |
|
"children": { |
|
"TorchPolicy.evaluate": { |
|
"total": 2798.839381492994, |
|
"count": 1007690, |
|
"self": 2798.839381492994 |
|
} |
|
} |
|
}, |
|
"workers": { |
|
"total": 13.143059149509327, |
|
"count": 547736, |
|
"self": 0.0, |
|
"children": { |
|
"worker_root": { |
|
"total": 37562.83136124097, |
|
"count": 547736, |
|
"is_parallel": true, |
|
"self": 27048.060822832686, |
|
"children": { |
|
"run_training.setup": { |
|
"total": 0.0, |
|
"count": 0, |
|
"is_parallel": true, |
|
"self": 0.0, |
|
"children": { |
|
"steps_from_proto": { |
|
"total": 0.00414497899998878, |
|
"count": 2, |
|
"is_parallel": true, |
|
"self": 0.0009311310000725825, |
|
"children": { |
|
"_process_rank_one_or_two_observation": { |
|
"total": 0.0032138479999161973, |
|
"count": 8, |
|
"is_parallel": true, |
|
"self": 0.0032138479999161973 |
|
} |
|
} |
|
}, |
|
"UnityEnvironment.step": { |
|
"total": 0.03975850299997319, |
|
"count": 1, |
|
"is_parallel": true, |
|
"self": 0.0014542309999114877, |
|
"children": { |
|
"UnityEnvironment._generate_step_input": { |
|
"total": 0.001016445000004751, |
|
"count": 1, |
|
"is_parallel": true, |
|
"self": 0.001016445000004751 |
|
}, |
|
"communicator.exchange": { |
|
"total": 0.032271460000004026, |
|
"count": 1, |
|
"is_parallel": true, |
|
"self": 0.032271460000004026 |
|
}, |
|
"steps_from_proto": { |
|
"total": 0.005016367000052924, |
|
"count": 2, |
|
"is_parallel": true, |
|
"self": 0.0008724719999690933, |
|
"children": { |
|
"_process_rank_one_or_two_observation": { |
|
"total": 0.00414389500008383, |
|
"count": 8, |
|
"is_parallel": true, |
|
"self": 0.00414389500008383 |
|
} |
|
} |
|
} |
|
} |
|
} |
|
} |
|
}, |
|
"UnityEnvironment.step": { |
|
"total": 10514.644604633297, |
|
"count": 547735, |
|
"is_parallel": true, |
|
"self": 635.2627661991974, |
|
"children": { |
|
"UnityEnvironment._generate_step_input": { |
|
"total": 505.036169147941, |
|
"count": 547735, |
|
"is_parallel": true, |
|
"self": 505.036169147941 |
|
}, |
|
"communicator.exchange": { |
|
"total": 7205.633974305054, |
|
"count": 547735, |
|
"is_parallel": true, |
|
"self": 7205.633974305054 |
|
}, |
|
"steps_from_proto": { |
|
"total": 2168.7116949811048, |
|
"count": 1095470, |
|
"is_parallel": true, |
|
"self": 367.403915294944, |
|
"children": { |
|
"_process_rank_one_or_two_observation": { |
|
"total": 1801.3077796861608, |
|
"count": 4381880, |
|
"is_parallel": true, |
|
"self": 1801.3077796861608 |
|
} |
|
} |
|
} |
|
} |
|
}, |
|
"steps_from_proto": { |
|
"total": 0.12593377498637892, |
|
"count": 78, |
|
"is_parallel": true, |
|
"self": 0.022071329991604216, |
|
"children": { |
|
"_process_rank_one_or_two_observation": { |
|
"total": 0.1038624449947747, |
|
"count": 312, |
|
"is_parallel": true, |
|
"self": 0.1038624449947747 |
|
} |
|
} |
|
} |
|
} |
|
} |
|
} |
|
} |
|
} |
|
}, |
|
"trainer_advance": { |
|
"total": 21340.517219481528, |
|
"count": 547736, |
|
"self": 144.2386461867427, |
|
"children": { |
|
"process_trajectory": { |
|
"total": 3291.191148722807, |
|
"count": 547736, |
|
"self": 3287.161968706807, |
|
"children": { |
|
"RLTrainer._checkpoint": { |
|
"total": 4.029180016000282, |
|
"count": 16, |
|
"self": 4.029180016000282 |
|
} |
|
} |
|
}, |
|
"_update_policy": { |
|
"total": 17905.08742457198, |
|
"count": 386, |
|
"self": 2443.187175448111, |
|
"children": { |
|
"TorchPOCAOptimizer.update": { |
|
"total": 15461.900249123868, |
|
"count": 11580, |
|
"self": 15461.900249123868 |
|
} |
|
} |
|
} |
|
} |
|
} |
|
} |
|
}, |
|
"trainer_threads": { |
|
"total": 1.3950048014521599e-06, |
|
"count": 1, |
|
"self": 1.3950048014521599e-06 |
|
}, |
|
"TrainerController._save_models": { |
|
"total": 0.26165611400210764, |
|
"count": 1, |
|
"self": 0.004365993998362683, |
|
"children": { |
|
"RLTrainer._checkpoint": { |
|
"total": 0.25729012000374496, |
|
"count": 1, |
|
"self": 0.25729012000374496 |
|
} |
|
} |
|
} |
|
} |
|
} |
|
} |
|
} |