arpan-das-astrophysics's picture
First Push
5c63ddb
raw
history blame
No virus
18.5 kB
{
"name": "root",
"gauges": {
"SnowballTarget.Policy.Entropy.mean": {
"value": 0.9051306247711182,
"min": 0.9051306247711182,
"max": 2.8664114475250244,
"count": 20
},
"SnowballTarget.Policy.Entropy.sum": {
"value": 8652.1435546875,
"min": 8652.1435546875,
"max": 29417.98046875,
"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": 12.215039253234863,
"min": 0.48371392488479614,
"max": 12.215039253234863,
"count": 20
},
"SnowballTarget.Policy.ExtrinsicValueEstimate.sum": {
"value": 2381.9326171875,
"min": 93.84049987792969,
"max": 2458.310546875,
"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.Losses.PolicyLoss.mean": {
"value": 0.06451210274598469,
"min": 0.06172351498674948,
"max": 0.07939341040373799,
"count": 20
},
"SnowballTarget.Losses.PolicyLoss.sum": {
"value": 0.25804841098393877,
"min": 0.24689405994699792,
"max": 0.3969670520186899,
"count": 20
},
"SnowballTarget.Losses.ValueLoss.mean": {
"value": 0.19134781027541442,
"min": 0.11393798118703724,
"max": 0.2946517002933166,
"count": 20
},
"SnowballTarget.Losses.ValueLoss.sum": {
"value": 0.7653912411016577,
"min": 0.45575192474814896,
"max": 1.335608229333279,
"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.CumulativeReward.mean": {
"value": 24.272727272727273,
"min": 3.1363636363636362,
"max": 24.272727272727273,
"count": 20
},
"SnowballTarget.Environment.CumulativeReward.sum": {
"value": 1068.0,
"min": 138.0,
"max": 1330.0,
"count": 20
},
"SnowballTarget.Policy.ExtrinsicReward.mean": {
"value": 24.272727272727273,
"min": 3.1363636363636362,
"max": 24.272727272727273,
"count": 20
},
"SnowballTarget.Policy.ExtrinsicReward.sum": {
"value": 1068.0,
"min": 138.0,
"max": 1330.0,
"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": "1691182663",
"python_version": "3.10.12 (main, Jun 11 2023, 05:26:28) [GCC 11.4.0]",
"command_line_arguments": "/usr/local/bin/mlagents-learn ./config/ppo/SnowballTarget.yaml --env=./training-envs-executables/linux/SnowballTarget/SnowballTarget --run-id=SnowballTarget1 --no-graphics",
"mlagents_version": "0.31.0.dev0",
"mlagents_envs_version": "0.31.0.dev0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "1.11.0+cu102",
"numpy_version": "1.21.2",
"end_time_seconds": "1691183250"
},
"total": 586.5973573739999,
"count": 1,
"self": 0.49064532599993527,
"children": {
"run_training.setup": {
"total": 0.050486518000070646,
"count": 1,
"self": 0.050486518000070646
},
"TrainerController.start_learning": {
"total": 586.0562255299999,
"count": 1,
"self": 0.780767562013466,
"children": {
"TrainerController._reset_env": {
"total": 7.183122839000021,
"count": 1,
"self": 7.183122839000021
},
"TrainerController.advance": {
"total": 577.9277657349867,
"count": 18200,
"self": 0.38053591198104186,
"children": {
"env_step": {
"total": 577.5472298230056,
"count": 18200,
"self": 425.8018234869895,
"children": {
"SubprocessEnvManager._take_step": {
"total": 151.36701874500807,
"count": 18200,
"self": 2.318330661993855,
"children": {
"TorchPolicy.evaluate": {
"total": 149.0486880830142,
"count": 18200,
"self": 149.0486880830142
}
}
},
"workers": {
"total": 0.37838759100804964,
"count": 18200,
"self": 0.0,
"children": {
"worker_root": {
"total": 583.900171719995,
"count": 18200,
"is_parallel": true,
"self": 268.753749247982,
"children": {
"run_training.setup": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"steps_from_proto": {
"total": 0.0058096749999094754,
"count": 1,
"is_parallel": true,
"self": 0.0040761569998721825,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.001733518000037293,
"count": 10,
"is_parallel": true,
"self": 0.001733518000037293
}
}
},
"UnityEnvironment.step": {
"total": 0.056622650000008434,
"count": 1,
"is_parallel": true,
"self": 0.0004946680001012282,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 0.0004477109999925233,
"count": 1,
"is_parallel": true,
"self": 0.0004477109999925233
},
"communicator.exchange": {
"total": 0.053223345999981575,
"count": 1,
"is_parallel": true,
"self": 0.053223345999981575
},
"steps_from_proto": {
"total": 0.0024569249999331078,
"count": 1,
"is_parallel": true,
"self": 0.00045029399973373074,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.002006631000199377,
"count": 10,
"is_parallel": true,
"self": 0.002006631000199377
}
}
}
}
}
}
},
"UnityEnvironment.step": {
"total": 315.146422472013,
"count": 18199,
"is_parallel": true,
"self": 13.14519035802607,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 6.584350200994436,
"count": 18199,
"is_parallel": true,
"self": 6.584350200994436
},
"communicator.exchange": {
"total": 250.3000467649972,
"count": 18199,
"is_parallel": true,
"self": 250.3000467649972
},
"steps_from_proto": {
"total": 45.11683514799529,
"count": 18199,
"is_parallel": true,
"self": 8.869129612959341,
"children": {
"_process_rank_one_or_two_observation": {
"total": 36.24770553503595,
"count": 181990,
"is_parallel": true,
"self": 36.24770553503595
}
}
}
}
}
}
}
}
}
}
}
}
},
"trainer_threads": {
"total": 6.491399994956737e-05,
"count": 1,
"self": 6.491399994956737e-05,
"children": {
"thread_root": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"trainer_advance": {
"total": 573.0928734420482,
"count": 553595,
"is_parallel": true,
"self": 13.575235573080136,
"children": {
"process_trajectory": {
"total": 318.6070524369685,
"count": 553595,
"is_parallel": true,
"self": 317.22577814696854,
"children": {
"RLTrainer._checkpoint": {
"total": 1.3812742899999648,
"count": 4,
"is_parallel": true,
"self": 1.3812742899999648
}
}
},
"_update_policy": {
"total": 240.9105854319996,
"count": 90,
"is_parallel": true,
"self": 96.01743629199188,
"children": {
"TorchPPOOptimizer.update": {
"total": 144.89314914000772,
"count": 4587,
"is_parallel": true,
"self": 144.89314914000772
}
}
}
}
}
}
}
}
},
"TrainerController._save_models": {
"total": 0.1645044799997777,
"count": 1,
"self": 0.001152857999841217,
"children": {
"RLTrainer._checkpoint": {
"total": 0.16335162199993647,
"count": 1,
"self": 0.16335162199993647
}
}
}
}
}
}
}