ppo-Huggy / run_logs /timers.json
NiloyKumarKundu's picture
Huggy
bf1699b verified
raw
history blame contribute delete
No virus
17.4 kB
{
"name": "root",
"gauges": {
"Huggy.Policy.Entropy.mean": {
"value": 1.403841257095337,
"min": 1.4038336277008057,
"max": 1.4299356937408447,
"count": 40
},
"Huggy.Policy.Entropy.sum": {
"value": 71280.0390625,
"min": 68695.5703125,
"max": 76897.890625,
"count": 40
},
"Huggy.Environment.EpisodeLength.mean": {
"value": 95.1264367816092,
"min": 83.45101351351352,
"max": 408.9430894308943,
"count": 40
},
"Huggy.Environment.EpisodeLength.sum": {
"value": 49656.0,
"min": 48840.0,
"max": 50300.0,
"count": 40
},
"Huggy.Step.mean": {
"value": 1999519.0,
"min": 49756.0,
"max": 1999519.0,
"count": 40
},
"Huggy.Step.sum": {
"value": 1999519.0,
"min": 49756.0,
"max": 1999519.0,
"count": 40
},
"Huggy.Policy.ExtrinsicValueEstimate.mean": {
"value": 2.375016212463379,
"min": 0.06490364670753479,
"max": 2.432133436203003,
"count": 40
},
"Huggy.Policy.ExtrinsicValueEstimate.sum": {
"value": 1239.7584228515625,
"min": 7.9182448387146,
"max": 1415.4788818359375,
"count": 40
},
"Huggy.Environment.CumulativeReward.mean": {
"value": 3.7104600122148508,
"min": 1.939149587369356,
"max": 3.933459283855125,
"count": 40
},
"Huggy.Environment.CumulativeReward.sum": {
"value": 1936.860126376152,
"min": 236.57624965906143,
"max": 2237.3878024220467,
"count": 40
},
"Huggy.Policy.ExtrinsicReward.mean": {
"value": 3.7104600122148508,
"min": 1.939149587369356,
"max": 3.933459283855125,
"count": 40
},
"Huggy.Policy.ExtrinsicReward.sum": {
"value": 1936.860126376152,
"min": 236.57624965906143,
"max": 2237.3878024220467,
"count": 40
},
"Huggy.Losses.PolicyLoss.mean": {
"value": 0.016222141753274227,
"min": 0.014065655128797518,
"max": 0.02063414677169122,
"count": 40
},
"Huggy.Losses.PolicyLoss.sum": {
"value": 0.048666425259822677,
"min": 0.028131310257595035,
"max": 0.061902440315073665,
"count": 40
},
"Huggy.Losses.ValueLoss.mean": {
"value": 0.051034690377612914,
"min": 0.023581497867902118,
"max": 0.05908637270331383,
"count": 40
},
"Huggy.Losses.ValueLoss.sum": {
"value": 0.15310407113283875,
"min": 0.047162995735804236,
"max": 0.17461602129042147,
"count": 40
},
"Huggy.Policy.LearningRate.mean": {
"value": 3.6827987724333284e-06,
"min": 3.6827987724333284e-06,
"max": 0.0002953775265408249,
"count": 40
},
"Huggy.Policy.LearningRate.sum": {
"value": 1.1048396317299985e-05,
"min": 1.1048396317299985e-05,
"max": 0.00084426826857725,
"count": 40
},
"Huggy.Policy.Epsilon.mean": {
"value": 0.1012275666666667,
"min": 0.1012275666666667,
"max": 0.198459175,
"count": 40
},
"Huggy.Policy.Epsilon.sum": {
"value": 0.3036827000000001,
"min": 0.20762975000000003,
"max": 0.58142275,
"count": 40
},
"Huggy.Policy.Beta.mean": {
"value": 7.125557666666659e-05,
"min": 7.125557666666659e-05,
"max": 0.004923112832499999,
"count": 40
},
"Huggy.Policy.Beta.sum": {
"value": 0.00021376672999999977,
"min": 0.00021376672999999977,
"max": 0.014072995225000001,
"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": "1719740678",
"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=Huggy2 --no-graphics",
"mlagents_version": "1.1.0.dev0",
"mlagents_envs_version": "1.1.0.dev0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "2.3.0+cu121",
"numpy_version": "1.23.5",
"end_time_seconds": "1719745200"
},
"total": 4521.906587909,
"count": 1,
"self": 0.6425635560008232,
"children": {
"run_training.setup": {
"total": 0.07715158899998187,
"count": 1,
"self": 0.07715158899998187
},
"TrainerController.start_learning": {
"total": 4521.186872763999,
"count": 1,
"self": 8.167284088181077,
"children": {
"TrainerController._reset_env": {
"total": 4.457575820999978,
"count": 1,
"self": 4.457575820999978
},
"TrainerController.advance": {
"total": 4508.445580077817,
"count": 231802,
"self": 7.960788329653951,
"children": {
"env_step": {
"total": 2924.995103173195,
"count": 231802,
"self": 2457.4100941511497,
"children": {
"SubprocessEnvManager._take_step": {
"total": 462.20995998308445,
"count": 231802,
"self": 30.692127030102142,
"children": {
"TorchPolicy.evaluate": {
"total": 431.5178329529823,
"count": 222993,
"self": 431.5178329529823
}
}
},
"workers": {
"total": 5.375049038960924,
"count": 231802,
"self": 0.0,
"children": {
"worker_root": {
"total": 4507.306419080121,
"count": 231802,
"is_parallel": true,
"self": 2569.5904892321096,
"children": {
"run_training.setup": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"steps_from_proto": {
"total": 0.0012693959999978688,
"count": 1,
"is_parallel": true,
"self": 0.0003180190000193761,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0009513769999784927,
"count": 2,
"is_parallel": true,
"self": 0.0009513769999784927
}
}
},
"UnityEnvironment.step": {
"total": 0.04453695400002289,
"count": 1,
"is_parallel": true,
"self": 0.0005257900000970039,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 0.0003575859999500608,
"count": 1,
"is_parallel": true,
"self": 0.0003575859999500608
},
"communicator.exchange": {
"total": 0.0426017290000118,
"count": 1,
"is_parallel": true,
"self": 0.0426017290000118
},
"steps_from_proto": {
"total": 0.0010518489999640224,
"count": 1,
"is_parallel": true,
"self": 0.00027172999989488744,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0007801190000691349,
"count": 2,
"is_parallel": true,
"self": 0.0007801190000691349
}
}
}
}
}
}
},
"UnityEnvironment.step": {
"total": 1937.715929848011,
"count": 231801,
"is_parallel": true,
"self": 62.96867078533114,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 111.87381431181609,
"count": 231801,
"is_parallel": true,
"self": 111.87381431181609
},
"communicator.exchange": {
"total": 1625.153083068884,
"count": 231801,
"is_parallel": true,
"self": 1625.153083068884
},
"steps_from_proto": {
"total": 137.72036168197985,
"count": 231801,
"is_parallel": true,
"self": 44.38225073199624,
"children": {
"_process_rank_one_or_two_observation": {
"total": 93.33811094998362,
"count": 463602,
"is_parallel": true,
"self": 93.33811094998362
}
}
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 1575.4896885749683,
"count": 231802,
"self": 12.505439049846473,
"children": {
"process_trajectory": {
"total": 246.6388989651232,
"count": 231802,
"self": 245.23366671012423,
"children": {
"RLTrainer._checkpoint": {
"total": 1.405232254998964,
"count": 10,
"self": 1.405232254998964
}
}
},
"_update_policy": {
"total": 1316.3453505599987,
"count": 97,
"self": 339.7417975080076,
"children": {
"TorchPPOOptimizer.update": {
"total": 976.6035530519911,
"count": 2910,
"self": 976.6035530519911
}
}
}
}
}
}
},
"trainer_threads": {
"total": 1.2440004866220988e-06,
"count": 1,
"self": 1.2440004866220988e-06
},
"TrainerController._save_models": {
"total": 0.11643153300065023,
"count": 1,
"self": 0.003100875001109671,
"children": {
"RLTrainer._checkpoint": {
"total": 0.11333065799954056,
"count": 1,
"self": 0.11333065799954056
}
}
}
}
}
}
}