dingzhenruike5's picture
First Push
31c7586 verified
{
"name": "root",
"gauges": {
"SnowballTarget.Policy.Entropy.mean": {
"value": 0.8917463421821594,
"min": 0.8917463421821594,
"max": 2.847630500793457,
"count": 20
},
"SnowballTarget.Policy.Entropy.sum": {
"value": 8475.1572265625,
"min": 8475.1572265625,
"max": 29068.61328125,
"count": 20
},
"SnowballTarget.Step.mean": {
"value": 199984.0,
"min": 9952.0,
"max": 199984.0,
"count": 20
},
"SnowballTarget.Step.sum": {
"value": 199984.0,
"min": 9952.0,
"max": 199984.0,
"count": 20
},
"SnowballTarget.Policy.ExtrinsicValueEstimate.mean": {
"value": 12.959257125854492,
"min": 0.4168141186237335,
"max": 12.959257125854492,
"count": 20
},
"SnowballTarget.Policy.ExtrinsicValueEstimate.sum": {
"value": 2527.05517578125,
"min": 80.8619384765625,
"max": 2622.09765625,
"count": 20
},
"SnowballTarget.Losses.PolicyLoss.mean": {
"value": 0.06855017468143498,
"min": 0.06181294157931024,
"max": 0.07750671496472149,
"count": 20
},
"SnowballTarget.Losses.PolicyLoss.sum": {
"value": 0.27420069872573993,
"min": 0.24725176631724097,
"max": 0.3729600345153206,
"count": 20
},
"SnowballTarget.Losses.ValueLoss.mean": {
"value": 0.19151085191497616,
"min": 0.1401153272508607,
"max": 0.2695283572755608,
"count": 20
},
"SnowballTarget.Losses.ValueLoss.sum": {
"value": 0.7660434076599046,
"min": 0.5604613090034428,
"max": 1.3117404168142992,
"count": 20
},
"SnowballTarget.Policy.LearningRate.mean": {
"value": 8.082097306000005e-06,
"min": 8.082097306000005e-06,
"max": 0.000291882002706,
"count": 20
},
"SnowballTarget.Policy.LearningRate.sum": {
"value": 3.232838922400002e-05,
"min": 3.232838922400002e-05,
"max": 0.00138516003828,
"count": 20
},
"SnowballTarget.Policy.Epsilon.mean": {
"value": 0.10269400000000001,
"min": 0.10269400000000001,
"max": 0.19729400000000002,
"count": 20
},
"SnowballTarget.Policy.Epsilon.sum": {
"value": 0.41077600000000003,
"min": 0.41077600000000003,
"max": 0.96172,
"count": 20
},
"SnowballTarget.Policy.Beta.mean": {
"value": 0.0001444306000000001,
"min": 0.0001444306000000001,
"max": 0.0048649706,
"count": 20
},
"SnowballTarget.Policy.Beta.sum": {
"value": 0.0005777224000000004,
"min": 0.0005777224000000004,
"max": 0.023089828,
"count": 20
},
"SnowballTarget.Environment.EpisodeLength.mean": {
"value": 199.0,
"min": 199.0,
"max": 199.0,
"count": 20
},
"SnowballTarget.Environment.EpisodeLength.sum": {
"value": 8756.0,
"min": 8756.0,
"max": 10945.0,
"count": 20
},
"SnowballTarget.Environment.CumulativeReward.mean": {
"value": 25.84090909090909,
"min": 3.977272727272727,
"max": 25.84090909090909,
"count": 20
},
"SnowballTarget.Environment.CumulativeReward.sum": {
"value": 1137.0,
"min": 175.0,
"max": 1416.0,
"count": 20
},
"SnowballTarget.Policy.ExtrinsicReward.mean": {
"value": 25.84090909090909,
"min": 3.977272727272727,
"max": 25.84090909090909,
"count": 20
},
"SnowballTarget.Policy.ExtrinsicReward.sum": {
"value": 1137.0,
"min": 175.0,
"max": 1416.0,
"count": 20
},
"SnowballTarget.IsTraining.mean": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 20
},
"SnowballTarget.IsTraining.sum": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 20
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1762597529",
"python_version": "3.10.12 (main, Jul 5 2023, 18:54:27) [GCC 11.2.0]",
"command_line_arguments": "/usr/local/bin/mlagents-learn ./SnowballTarget.yaml --env=./training-envs-executables/linux/SnowballTarget/SnowballTarget --run-id=SnowballTarget1 --no-graphics",
"mlagents_version": "1.2.0.dev0",
"mlagents_envs_version": "1.2.0.dev0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "2.8.0+cu128",
"numpy_version": "1.23.5",
"end_time_seconds": "1762597960"
},
"total": 430.992311085,
"count": 1,
"self": 0.43324963199938793,
"children": {
"run_training.setup": {
"total": 0.026914325000234385,
"count": 1,
"self": 0.026914325000234385
},
"TrainerController.start_learning": {
"total": 430.53214712800036,
"count": 1,
"self": 0.3708007290133537,
"children": {
"TrainerController._reset_env": {
"total": 2.9332923900001333,
"count": 1,
"self": 2.9332923900001333
},
"TrainerController.advance": {
"total": 427.152178696987,
"count": 18192,
"self": 0.36463217305117723,
"children": {
"env_step": {
"total": 308.2063632839727,
"count": 18192,
"self": 241.78420884102115,
"children": {
"SubprocessEnvManager._take_step": {
"total": 66.20939798598874,
"count": 18192,
"self": 1.2323239470160843,
"children": {
"TorchPolicy.evaluate": {
"total": 64.97707403897266,
"count": 18192,
"self": 64.97707403897266
}
}
},
"workers": {
"total": 0.21275645696277934,
"count": 18192,
"self": 0.0,
"children": {
"worker_root": {
"total": 428.82672562603466,
"count": 18192,
"is_parallel": true,
"self": 216.74960127800523,
"children": {
"run_training.setup": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"steps_from_proto": {
"total": 0.004403595999974641,
"count": 1,
"is_parallel": true,
"self": 0.0030305329996735964,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0013730630003010447,
"count": 10,
"is_parallel": true,
"self": 0.0013730630003010447
}
}
},
"UnityEnvironment.step": {
"total": 0.03521673000022929,
"count": 1,
"is_parallel": true,
"self": 0.0005780869996669935,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 0.0003835350003100757,
"count": 1,
"is_parallel": true,
"self": 0.0003835350003100757
},
"communicator.exchange": {
"total": 0.03224263099991731,
"count": 1,
"is_parallel": true,
"self": 0.03224263099991731
},
"steps_from_proto": {
"total": 0.0020124770003349113,
"count": 1,
"is_parallel": true,
"self": 0.00038491300074383616,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0016275639995910751,
"count": 10,
"is_parallel": true,
"self": 0.0016275639995910751
}
}
}
}
}
}
},
"UnityEnvironment.step": {
"total": 212.07712434802943,
"count": 18191,
"is_parallel": true,
"self": 9.968271656040542,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 5.258239924983172,
"count": 18191,
"is_parallel": true,
"self": 5.258239924983172
},
"communicator.exchange": {
"total": 162.02019685700816,
"count": 18191,
"is_parallel": true,
"self": 162.02019685700816
},
"steps_from_proto": {
"total": 34.830415909997555,
"count": 18191,
"is_parallel": true,
"self": 6.356613132811162,
"children": {
"_process_rank_one_or_two_observation": {
"total": 28.473802777186393,
"count": 181910,
"is_parallel": true,
"self": 28.473802777186393
}
}
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 118.58118323996314,
"count": 18192,
"self": 0.4476680399357065,
"children": {
"process_trajectory": {
"total": 26.021806842028127,
"count": 18192,
"self": 25.53106290202777,
"children": {
"RLTrainer._checkpoint": {
"total": 0.4907439400003568,
"count": 4,
"self": 0.4907439400003568
}
}
},
"_update_policy": {
"total": 92.1117083579993,
"count": 90,
"self": 38.262650145987664,
"children": {
"TorchPPOOptimizer.update": {
"total": 53.84905821201164,
"count": 4587,
"self": 53.84905821201164
}
}
}
}
}
}
},
"trainer_threads": {
"total": 9.229997885995544e-07,
"count": 1,
"self": 9.229997885995544e-07
},
"TrainerController._save_models": {
"total": 0.07587438900009147,
"count": 1,
"self": 0.0007051419997878838,
"children": {
"RLTrainer._checkpoint": {
"total": 0.07516924700030359,
"count": 1,
"self": 0.07516924700030359
}
}
}
}
}
}
}