ppo-Huggy / run_logs /timers.json
Toffee0705's picture
Huggy
4508d5c
{
"name": "root",
"gauges": {
"Huggy.Policy.Entropy.mean": {
"value": 1.4080750942230225,
"min": 1.4080750942230225,
"max": 1.4290889501571655,
"count": 40
},
"Huggy.Policy.Entropy.sum": {
"value": 72473.625,
"min": 66118.6953125,
"max": 76545.2890625,
"count": 40
},
"Huggy.Environment.EpisodeLength.mean": {
"value": 114.08256880733946,
"min": 88.225,
"max": 390.359375,
"count": 40
},
"Huggy.Environment.EpisodeLength.sum": {
"value": 49740.0,
"min": 49091.0,
"max": 49966.0,
"count": 40
},
"Huggy.Step.mean": {
"value": 1999480.0,
"min": 49877.0,
"max": 1999480.0,
"count": 40
},
"Huggy.Step.sum": {
"value": 1999480.0,
"min": 49877.0,
"max": 1999480.0,
"count": 40
},
"Huggy.Policy.ExtrinsicValueEstimate.mean": {
"value": 2.315542459487915,
"min": 0.0895576998591423,
"max": 2.4376819133758545,
"count": 40
},
"Huggy.Policy.ExtrinsicValueEstimate.sum": {
"value": 1009.5765380859375,
"min": 11.373827934265137,
"max": 1332.528076171875,
"count": 40
},
"Huggy.Environment.CumulativeReward.mean": {
"value": 3.425049741333778,
"min": 1.8199800952213017,
"max": 3.9152447444285263,
"count": 40
},
"Huggy.Environment.CumulativeReward.sum": {
"value": 1493.321687221527,
"min": 231.13747209310532,
"max": 2115.442694544792,
"count": 40
},
"Huggy.Policy.ExtrinsicReward.mean": {
"value": 3.425049741333778,
"min": 1.8199800952213017,
"max": 3.9152447444285263,
"count": 40
},
"Huggy.Policy.ExtrinsicReward.sum": {
"value": 1493.321687221527,
"min": 231.13747209310532,
"max": 2115.442694544792,
"count": 40
},
"Huggy.Losses.PolicyLoss.mean": {
"value": 0.023488497464374328,
"min": 0.013538411891386205,
"max": 0.023488497464374328,
"count": 40
},
"Huggy.Losses.PolicyLoss.sum": {
"value": 0.046976994928748655,
"min": 0.02707682378277241,
"max": 0.059554470988223335,
"count": 40
},
"Huggy.Losses.ValueLoss.mean": {
"value": 0.04417049437761307,
"min": 0.023573979487021765,
"max": 0.05659664229800304,
"count": 40
},
"Huggy.Losses.ValueLoss.sum": {
"value": 0.08834098875522614,
"min": 0.04714795897404353,
"max": 0.16713827041288215,
"count": 40
},
"Huggy.Policy.LearningRate.mean": {
"value": 4.6037484654500045e-06,
"min": 4.6037484654500045e-06,
"max": 0.00029527755157415,
"count": 40
},
"Huggy.Policy.LearningRate.sum": {
"value": 9.207496930900009e-06,
"min": 9.207496930900009e-06,
"max": 0.0008440212186595997,
"count": 40
},
"Huggy.Policy.Epsilon.mean": {
"value": 0.10153455,
"min": 0.10153455,
"max": 0.19842585000000001,
"count": 40
},
"Huggy.Policy.Epsilon.sum": {
"value": 0.2030691,
"min": 0.2030691,
"max": 0.5813404000000001,
"count": 40
},
"Huggy.Policy.Beta.mean": {
"value": 8.657404500000005e-05,
"min": 8.657404500000005e-05,
"max": 0.004921449915,
"count": 40
},
"Huggy.Policy.Beta.sum": {
"value": 0.0001731480900000001,
"min": 0.0001731480900000001,
"max": 0.014068885959999998,
"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": "1684367391",
"python_version": "3.10.11 (main, Apr 5 2023, 14:15:10) [GCC 9.4.0]",
"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": "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": "1684369908"
},
"total": 2517.086912787,
"count": 1,
"self": 0.44451094900023236,
"children": {
"run_training.setup": {
"total": 0.0453826309999954,
"count": 1,
"self": 0.0453826309999954
},
"TrainerController.start_learning": {
"total": 2516.597019207,
"count": 1,
"self": 4.880359176985166,
"children": {
"TrainerController._reset_env": {
"total": 4.079270717000043,
"count": 1,
"self": 4.079270717000043
},
"TrainerController.advance": {
"total": 2507.516183083015,
"count": 231702,
"self": 4.962885081928107,
"children": {
"env_step": {
"total": 1953.7049287580585,
"count": 231702,
"self": 1645.394255275917,
"children": {
"SubprocessEnvManager._take_step": {
"total": 305.1097241750524,
"count": 231702,
"self": 18.54294846304947,
"children": {
"TorchPolicy.evaluate": {
"total": 286.56677571200294,
"count": 223058,
"self": 286.56677571200294
}
}
},
"workers": {
"total": 3.200949307089104,
"count": 231702,
"self": 0.0,
"children": {
"worker_root": {
"total": 2508.331350682921,
"count": 231702,
"is_parallel": true,
"self": 1171.0973307668753,
"children": {
"run_training.setup": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"steps_from_proto": {
"total": 0.0008926100000508086,
"count": 1,
"is_parallel": true,
"self": 0.0002633670000022903,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0006292430000485183,
"count": 2,
"is_parallel": true,
"self": 0.0006292430000485183
}
}
},
"UnityEnvironment.step": {
"total": 0.029350155000031464,
"count": 1,
"is_parallel": true,
"self": 0.0003577639999434723,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 0.0002267550000283336,
"count": 1,
"is_parallel": true,
"self": 0.0002267550000283336
},
"communicator.exchange": {
"total": 0.0280368510000244,
"count": 1,
"is_parallel": true,
"self": 0.0280368510000244
},
"steps_from_proto": {
"total": 0.0007287850000352591,
"count": 1,
"is_parallel": true,
"self": 0.00021988400004602227,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0005089009999892369,
"count": 2,
"is_parallel": true,
"self": 0.0005089009999892369
}
}
}
}
}
}
},
"UnityEnvironment.step": {
"total": 1337.2340199160456,
"count": 231701,
"is_parallel": true,
"self": 39.988476447914536,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 79.5500791329485,
"count": 231701,
"is_parallel": true,
"self": 79.5500791329485
},
"communicator.exchange": {
"total": 1120.180574158971,
"count": 231701,
"is_parallel": true,
"self": 1120.180574158971
},
"steps_from_proto": {
"total": 97.51489017621151,
"count": 231701,
"is_parallel": true,
"self": 34.507410436212865,
"children": {
"_process_rank_one_or_two_observation": {
"total": 63.007479739998644,
"count": 463402,
"is_parallel": true,
"self": 63.007479739998644
}
}
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 548.8483692430286,
"count": 231702,
"self": 7.6956257101376195,
"children": {
"process_trajectory": {
"total": 139.81701087389052,
"count": 231702,
"self": 138.34022754189078,
"children": {
"RLTrainer._checkpoint": {
"total": 1.4767833319997408,
"count": 10,
"self": 1.4767833319997408
}
}
},
"_update_policy": {
"total": 401.3357326590005,
"count": 96,
"self": 338.7148280270012,
"children": {
"TorchPPOOptimizer.update": {
"total": 62.62090463199928,
"count": 2880,
"self": 62.62090463199928
}
}
}
}
}
}
},
"trainer_threads": {
"total": 1.0499998097657226e-06,
"count": 1,
"self": 1.0499998097657226e-06
},
"TrainerController._save_models": {
"total": 0.12120517999983349,
"count": 1,
"self": 0.0020151559997430013,
"children": {
"RLTrainer._checkpoint": {
"total": 0.11919002400009049,
"count": 1,
"self": 0.11919002400009049
}
}
}
}
}
}
}