pyramid / run_logs /timers.json
stuvx's picture
first attempt
c0ca50e verified
raw
history blame contribute delete
No virus
18.7 kB
{
"name": "root",
"gauges": {
"Pyramids.Policy.Entropy.mean": {
"value": 0.37025120854377747,
"min": 0.37025120854377747,
"max": 1.4247376918792725,
"count": 33
},
"Pyramids.Policy.Entropy.sum": {
"value": 11137.15625,
"min": 11137.15625,
"max": 43220.84375,
"count": 33
},
"Pyramids.Step.mean": {
"value": 989953.0,
"min": 29952.0,
"max": 989953.0,
"count": 33
},
"Pyramids.Step.sum": {
"value": 989953.0,
"min": 29952.0,
"max": 989953.0,
"count": 33
},
"Pyramids.Policy.ExtrinsicValueEstimate.mean": {
"value": 0.5521695017814636,
"min": -0.08244267106056213,
"max": 0.5638489127159119,
"count": 33
},
"Pyramids.Policy.ExtrinsicValueEstimate.sum": {
"value": 152.39878845214844,
"min": -20.0335693359375,
"max": 159.56924438476562,
"count": 33
},
"Pyramids.Policy.RndValueEstimate.mean": {
"value": 0.01970941573381424,
"min": -0.07270963490009308,
"max": 0.27276507019996643,
"count": 33
},
"Pyramids.Policy.RndValueEstimate.sum": {
"value": 5.439798831939697,
"min": -19.55889129638672,
"max": 65.73638153076172,
"count": 33
},
"Pyramids.Losses.PolicyLoss.mean": {
"value": 0.07420514849668725,
"min": 0.06523757526354389,
"max": 0.07420514849668725,
"count": 33
},
"Pyramids.Losses.PolicyLoss.sum": {
"value": 1.0388720789536214,
"min": 0.5092668565329372,
"max": 1.0405694968574999,
"count": 33
},
"Pyramids.Losses.ValueLoss.mean": {
"value": 0.0148107825935724,
"min": 0.0010748059717093266,
"max": 0.017208561306571165,
"count": 33
},
"Pyramids.Losses.ValueLoss.sum": {
"value": 0.2073509563100136,
"min": 0.013972477632221246,
"max": 0.2424285946808774,
"count": 33
},
"Pyramids.Policy.LearningRate.mean": {
"value": 7.103017463242857e-06,
"min": 7.103017463242857e-06,
"max": 0.0002754739216164571,
"count": 33
},
"Pyramids.Policy.LearningRate.sum": {
"value": 9.94422444854e-05,
"min": 9.94422444854e-05,
"max": 0.0032586471361974994,
"count": 33
},
"Pyramids.Policy.Epsilon.mean": {
"value": 0.10253675714285715,
"min": 0.10253675714285715,
"max": 0.19838354285714285,
"count": 33
},
"Pyramids.Policy.Epsilon.sum": {
"value": 1.4355146,
"min": 1.3886848,
"max": 2.5726818999999996,
"count": 33
},
"Pyramids.Policy.Beta.mean": {
"value": 0.0002634220385714286,
"min": 0.0002634220385714286,
"max": 0.00983851593142857,
"count": 33
},
"Pyramids.Policy.Beta.sum": {
"value": 0.00368790854,
"min": 0.00368790854,
"max": 0.11639386975000003,
"count": 33
},
"Pyramids.Losses.RNDLoss.mean": {
"value": 0.008715992793440819,
"min": 0.008715992793440819,
"max": 0.43272796273231506,
"count": 33
},
"Pyramids.Losses.RNDLoss.sum": {
"value": 0.12202390283346176,
"min": 0.12202390283346176,
"max": 3.0290956497192383,
"count": 33
},
"Pyramids.Environment.EpisodeLength.mean": {
"value": 344.33720930232556,
"min": 335.7391304347826,
"max": 999.0,
"count": 33
},
"Pyramids.Environment.EpisodeLength.sum": {
"value": 29613.0,
"min": 15984.0,
"max": 33557.0,
"count": 33
},
"Pyramids.Environment.CumulativeReward.mean": {
"value": 1.6556627715742864,
"min": -1.0000000521540642,
"max": 1.6556627715742864,
"count": 33
},
"Pyramids.Environment.CumulativeReward.sum": {
"value": 142.38699835538864,
"min": -28.094001598656178,
"max": 149.11039811372757,
"count": 33
},
"Pyramids.Policy.ExtrinsicReward.mean": {
"value": 1.6556627715742864,
"min": -1.0000000521540642,
"max": 1.6556627715742864,
"count": 33
},
"Pyramids.Policy.ExtrinsicReward.sum": {
"value": 142.38699835538864,
"min": -28.094001598656178,
"max": 149.11039811372757,
"count": 33
},
"Pyramids.Policy.RndReward.mean": {
"value": 0.031124308354730262,
"min": 0.031124308354730262,
"max": 8.45088638458401,
"count": 33
},
"Pyramids.Policy.RndReward.sum": {
"value": 2.6766905185068026,
"min": 2.6766905185068026,
"max": 135.21418215334415,
"count": 33
},
"Pyramids.IsTraining.mean": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 33
},
"Pyramids.IsTraining.sum": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 33
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1721412680",
"python_version": "3.10.12 (main, Mar 22 2024, 16:50:05) [GCC 11.4.0]",
"command_line_arguments": "/usr/local/bin/mlagents-learn /content/ml-agents/config/ppo/PyramidsRND.yaml --env=./training-envs-executables/linux/Pyramids/Pyramids --run-id=Pyramids Training --no-graphics",
"mlagents_version": "1.1.0.dev0",
"mlagents_envs_version": "1.1.0.dev0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "2.3.1+cu121",
"numpy_version": "1.23.5",
"end_time_seconds": "1721414872"
},
"total": 2191.7595605180004,
"count": 1,
"self": 0.9458149910005886,
"children": {
"run_training.setup": {
"total": 0.056423658999960935,
"count": 1,
"self": 0.056423658999960935
},
"TrainerController.start_learning": {
"total": 2190.757321868,
"count": 1,
"self": 1.3613470330042219,
"children": {
"TrainerController._reset_env": {
"total": 3.3791117849999637,
"count": 1,
"self": 3.3791117849999637
},
"TrainerController.advance": {
"total": 2185.908952396996,
"count": 63914,
"self": 1.3842095140425954,
"children": {
"env_step": {
"total": 1543.790822813956,
"count": 63914,
"self": 1407.16823220886,
"children": {
"SubprocessEnvManager._take_step": {
"total": 135.79019208209775,
"count": 63914,
"self": 4.699269493117754,
"children": {
"TorchPolicy.evaluate": {
"total": 131.09092258898,
"count": 62567,
"self": 131.09092258898
}
}
},
"workers": {
"total": 0.8323985229984601,
"count": 63914,
"self": 0.0,
"children": {
"worker_root": {
"total": 2186.144196754022,
"count": 63914,
"is_parallel": true,
"self": 900.5784019280386,
"children": {
"run_training.setup": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"steps_from_proto": {
"total": 0.006589413000028799,
"count": 1,
"is_parallel": true,
"self": 0.004554475000190905,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0020349379998378936,
"count": 8,
"is_parallel": true,
"self": 0.0020349379998378936
}
}
},
"UnityEnvironment.step": {
"total": 0.04904677999991236,
"count": 1,
"is_parallel": true,
"self": 0.0006223949998229727,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 0.0005007089999935488,
"count": 1,
"is_parallel": true,
"self": 0.0005007089999935488
},
"communicator.exchange": {
"total": 0.0460333130000663,
"count": 1,
"is_parallel": true,
"self": 0.0460333130000663
},
"steps_from_proto": {
"total": 0.001890363000029538,
"count": 1,
"is_parallel": true,
"self": 0.0003703249999489344,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0015200380000806035,
"count": 8,
"is_parallel": true,
"self": 0.0015200380000806035
}
}
}
}
}
}
},
"UnityEnvironment.step": {
"total": 1285.5657948259832,
"count": 63913,
"is_parallel": true,
"self": 33.16353975300353,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 23.756890140975315,
"count": 63913,
"is_parallel": true,
"self": 23.756890140975315
},
"communicator.exchange": {
"total": 1130.2263285919998,
"count": 63913,
"is_parallel": true,
"self": 1130.2263285919998
},
"steps_from_proto": {
"total": 98.41903634000437,
"count": 63913,
"is_parallel": true,
"self": 20.146207187152754,
"children": {
"_process_rank_one_or_two_observation": {
"total": 78.27282915285161,
"count": 511304,
"is_parallel": true,
"self": 78.27282915285161
}
}
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 640.7339200689972,
"count": 63914,
"self": 2.6640937119613,
"children": {
"process_trajectory": {
"total": 129.89786223103215,
"count": 63914,
"self": 129.62650964303202,
"children": {
"RLTrainer._checkpoint": {
"total": 0.27135258800012707,
"count": 2,
"self": 0.27135258800012707
}
}
},
"_update_policy": {
"total": 508.1719641260038,
"count": 453,
"self": 292.85083411696166,
"children": {
"TorchPPOOptimizer.update": {
"total": 215.32113000904212,
"count": 22797,
"self": 215.32113000904212
}
}
}
}
}
}
},
"trainer_threads": {
"total": 1.6129997675307095e-06,
"count": 1,
"self": 1.6129997675307095e-06
},
"TrainerController._save_models": {
"total": 0.10790903999986767,
"count": 1,
"self": 0.0014100619996497699,
"children": {
"RLTrainer._checkpoint": {
"total": 0.1064989780002179,
"count": 1,
"self": 0.1064989780002179
}
}
}
}
}
}
}