ppo-Huggy / run_logs /timers.json
linuxhunter's picture
Huggy
248b915 verified
{
"name": "root",
"gauges": {
"Huggy.Policy.Entropy.mean": {
"value": 1.407397747039795,
"min": 1.407397747039795,
"max": 1.4302948713302612,
"count": 40
},
"Huggy.Policy.Entropy.sum": {
"value": 70955.3671875,
"min": 68650.296875,
"max": 75728.8984375,
"count": 40
},
"Huggy.Environment.EpisodeLength.mean": {
"value": 97.55818540433926,
"min": 95.64285714285714,
"max": 397.85714285714283,
"count": 40
},
"Huggy.Environment.EpisodeLength.sum": {
"value": 49462.0,
"min": 48962.0,
"max": 50161.0,
"count": 40
},
"Huggy.Step.mean": {
"value": 1999986.0,
"min": 49984.0,
"max": 1999986.0,
"count": 40
},
"Huggy.Step.sum": {
"value": 1999986.0,
"min": 49984.0,
"max": 1999986.0,
"count": 40
},
"Huggy.Policy.ExtrinsicValueEstimate.mean": {
"value": 2.335977077484131,
"min": 0.07285836338996887,
"max": 2.3981521129608154,
"count": 40
},
"Huggy.Policy.ExtrinsicValueEstimate.sum": {
"value": 1184.34033203125,
"min": 9.107295036315918,
"max": 1222.674560546875,
"count": 40
},
"Huggy.Environment.CumulativeReward.mean": {
"value": 3.6693211799777705,
"min": 1.6755211312770844,
"max": 3.8515093579720916,
"count": 40
},
"Huggy.Environment.CumulativeReward.sum": {
"value": 1860.3458382487297,
"min": 209.44014140963554,
"max": 1897.9761727452278,
"count": 40
},
"Huggy.Policy.ExtrinsicReward.mean": {
"value": 3.6693211799777705,
"min": 1.6755211312770844,
"max": 3.8515093579720916,
"count": 40
},
"Huggy.Policy.ExtrinsicReward.sum": {
"value": 1860.3458382487297,
"min": 209.44014140963554,
"max": 1897.9761727452278,
"count": 40
},
"Huggy.Losses.PolicyLoss.mean": {
"value": 0.017285438266763875,
"min": 0.013470993131583477,
"max": 0.019835764101298992,
"count": 40
},
"Huggy.Losses.PolicyLoss.sum": {
"value": 0.051856314800291625,
"min": 0.026941986263166955,
"max": 0.05674874803225975,
"count": 40
},
"Huggy.Losses.ValueLoss.mean": {
"value": 0.053169313859608436,
"min": 0.02229792969301343,
"max": 0.06285270758801036,
"count": 40
},
"Huggy.Losses.ValueLoss.sum": {
"value": 0.1595079415788253,
"min": 0.04459585938602686,
"max": 0.18855812276403108,
"count": 40
},
"Huggy.Policy.LearningRate.mean": {
"value": 3.1927989357666696e-06,
"min": 3.1927989357666696e-06,
"max": 0.0002952892515702499,
"count": 40
},
"Huggy.Policy.LearningRate.sum": {
"value": 9.57839680730001e-06,
"min": 9.57839680730001e-06,
"max": 0.0008438781187073,
"count": 40
},
"Huggy.Policy.Epsilon.mean": {
"value": 0.10106423333333332,
"min": 0.10106423333333332,
"max": 0.19842974999999996,
"count": 40
},
"Huggy.Policy.Epsilon.sum": {
"value": 0.3031927,
"min": 0.20730295000000004,
"max": 0.5812927,
"count": 40
},
"Huggy.Policy.Beta.mean": {
"value": 6.310524333333341e-05,
"min": 6.310524333333341e-05,
"max": 0.004921644524999999,
"count": 40
},
"Huggy.Policy.Beta.sum": {
"value": 0.0001893157300000002,
"min": 0.0001893157300000002,
"max": 0.014066505730000001,
"count": 40
},
"Huggy.IsTraining.mean": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 40
},
"Huggy.IsTraining.sum": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 40
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1710678233",
"python_version": "3.10.12 (main, Nov 20 2023, 15:14:05) [GCC 11.4.0]",
"command_line_arguments": "/usr/local/bin/mlagents-learn ./config/ppo/Huggy.yaml --env=./trained-envs-executables/linux/Huggy/Huggy --run-id=Huggy --no-graphics",
"mlagents_version": "1.1.0.dev0",
"mlagents_envs_version": "1.1.0.dev0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "2.2.1+cu121",
"numpy_version": "1.23.5",
"end_time_seconds": "1710682970"
},
"total": 4736.609298211,
"count": 1,
"self": 0.7582033020007657,
"children": {
"run_training.setup": {
"total": 0.09921691599998894,
"count": 1,
"self": 0.09921691599998894
},
"TrainerController.start_learning": {
"total": 4735.751877993,
"count": 1,
"self": 8.328960557954815,
"children": {
"TrainerController._reset_env": {
"total": 3.5132960760000174,
"count": 1,
"self": 3.5132960760000174
},
"TrainerController.advance": {
"total": 4723.770473951045,
"count": 230993,
"self": 8.314480971152989,
"children": {
"env_step": {
"total": 3098.361428898874,
"count": 230993,
"self": 2592.3831735149174,
"children": {
"SubprocessEnvManager._take_step": {
"total": 500.3376112089813,
"count": 230993,
"self": 33.75135027087782,
"children": {
"TorchPolicy.evaluate": {
"total": 466.58626093810346,
"count": 222940,
"self": 466.58626093810346
}
}
},
"workers": {
"total": 5.640644174974966,
"count": 230993,
"self": 0.0,
"children": {
"worker_root": {
"total": 4719.99195955301,
"count": 230993,
"is_parallel": true,
"self": 2654.7438120491674,
"children": {
"run_training.setup": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"steps_from_proto": {
"total": 0.0011704959999860876,
"count": 1,
"is_parallel": true,
"self": 0.0003484549999370756,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0008220410000490119,
"count": 2,
"is_parallel": true,
"self": 0.0008220410000490119
}
}
},
"UnityEnvironment.step": {
"total": 0.0350560660000383,
"count": 1,
"is_parallel": true,
"self": 0.00048153000000183965,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 0.0002134940000360075,
"count": 1,
"is_parallel": true,
"self": 0.0002134940000360075
},
"communicator.exchange": {
"total": 0.033471292999990965,
"count": 1,
"is_parallel": true,
"self": 0.033471292999990965
},
"steps_from_proto": {
"total": 0.0008897490000094876,
"count": 1,
"is_parallel": true,
"self": 0.00024306499994963815,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0006466840000598495,
"count": 2,
"is_parallel": true,
"self": 0.0006466840000598495
}
}
}
}
}
}
},
"UnityEnvironment.step": {
"total": 2065.2481475038426,
"count": 230992,
"is_parallel": true,
"self": 64.06096843088335,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 97.95385488411262,
"count": 230992,
"is_parallel": true,
"self": 97.95385488411262
},
"communicator.exchange": {
"total": 1762.0134648348646,
"count": 230992,
"is_parallel": true,
"self": 1762.0134648348646
},
"steps_from_proto": {
"total": 141.21985935398197,
"count": 230992,
"is_parallel": true,
"self": 45.69305181215316,
"children": {
"_process_rank_one_or_two_observation": {
"total": 95.52680754182882,
"count": 461984,
"is_parallel": true,
"self": 95.52680754182882
}
}
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 1617.0945640810176,
"count": 230993,
"self": 13.764480397001535,
"children": {
"process_trajectory": {
"total": 248.2113524720155,
"count": 230993,
"self": 246.80791980601452,
"children": {
"RLTrainer._checkpoint": {
"total": 1.403432666000981,
"count": 10,
"self": 1.403432666000981
}
}
},
"_update_policy": {
"total": 1355.1187312120005,
"count": 97,
"self": 339.82863187700536,
"children": {
"TorchPPOOptimizer.update": {
"total": 1015.2900993349951,
"count": 2910,
"self": 1015.2900993349951
}
}
}
}
}
}
},
"trainer_threads": {
"total": 1.0560006558080204e-06,
"count": 1,
"self": 1.0560006558080204e-06
},
"TrainerController._save_models": {
"total": 0.13914635199944314,
"count": 1,
"self": 0.00695762699979241,
"children": {
"RLTrainer._checkpoint": {
"total": 0.13218872499965073,
"count": 1,
"self": 0.13218872499965073
}
}
}
}
}
}
}