philippds's picture
Upload 15 files
2bbfe25 verified
{
"name": "root",
"gauges": {
"Agent.Policy.Entropy.mean": {
"value": 1.9214152097702026,
"min": 1.6479103565216064,
"max": 2.2326037883758545,
"count": 200
},
"Agent.Policy.Entropy.sum": {
"value": 17286.97265625,
"min": 1600.955322265625,
"max": 35017.78125,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterDrop.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterDrop.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterPickup.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.WaterPickup.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTreesReward.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTreesReward.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTrees.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.PreparingTrees.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTreesReward.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTreesReward.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTrees.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.ExtinguishingTrees.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FireOut.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FireOut.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FiretooClosetoCity.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.FiretooClosetoCity.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.AerialWildfireSuppression.CrashCount.mean": {
"value": 0.0,
"min": 0.0,
"max": 1.0,
"count": 200
},
"Agent.AerialWildfireSuppression.CrashCount.sum": {
"value": 0.0,
"min": 0.0,
"max": 35.0,
"count": 200
},
"Agent.Environment.LessonNumber.difficulty.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.Environment.LessonNumber.difficulty.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.Environment.LessonNumber.task.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.Environment.LessonNumber.task.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 200
},
"Agent.Environment.EpisodeLength.mean": {
"value": 2999.0,
"min": 65.0,
"max": 2999.0,
"count": 200
},
"Agent.Environment.EpisodeLength.sum": {
"value": 8997.0,
"min": 195.0,
"max": 17343.0,
"count": 200
},
"Agent.Step.mean": {
"value": 1797960.0,
"min": 8926.0,
"max": 1797960.0,
"count": 200
},
"Agent.Step.sum": {
"value": 1797960.0,
"min": 8926.0,
"max": 1797960.0,
"count": 200
},
"Agent.Policy.ExtrinsicValueEstimate.mean": {
"value": 0.37702998518943787,
"min": -18.505584716796875,
"max": 13.31656551361084,
"count": 200
},
"Agent.Policy.ExtrinsicValueEstimate.sum": {
"value": 1.1310899257659912,
"min": -738.39990234375,
"max": 78.25465393066406,
"count": 200
},
"Agent.Environment.CumulativeReward.mean": {
"value": 0.0,
"min": -100.0,
"max": 100.0,
"count": 200
},
"Agent.Environment.CumulativeReward.sum": {
"value": 0.0,
"min": -2500.0,
"max": 1100.0,
"count": 200
},
"Agent.Policy.ExtrinsicReward.mean": {
"value": 0.0,
"min": -100.0,
"max": 100.0,
"count": 200
},
"Agent.Policy.ExtrinsicReward.sum": {
"value": 0.0,
"min": -2500.0,
"max": 1100.0,
"count": 200
},
"Agent.Losses.PolicyLoss.mean": {
"value": 0.055404695265349885,
"min": 0.02971459636021228,
"max": 0.059020162670917455,
"count": 192
},
"Agent.Losses.PolicyLoss.sum": {
"value": 0.055404695265349885,
"min": 0.02971459636021228,
"max": 0.10857435613450475,
"count": 192
},
"Agent.Losses.ValueLoss.mean": {
"value": 75.1398582354587,
"min": 0.003266718095013251,
"max": 688.098087946574,
"count": 192
},
"Agent.Losses.ValueLoss.sum": {
"value": 75.1398582354587,
"min": 0.003266718095013251,
"max": 1376.196175893148,
"count": 192
},
"Agent.Policy.LearningRate.mean": {
"value": 8.400997200000075e-07,
"min": 8.400997200000075e-07,
"max": 0.00029924600025133327,
"count": 192
},
"Agent.Policy.LearningRate.sum": {
"value": 8.400997200000075e-07,
"min": 8.400997200000075e-07,
"max": 0.0005961970012676666,
"count": 192
},
"Agent.Policy.Epsilon.mean": {
"value": 0.10028,
"min": 0.10028,
"max": 0.19974866666666666,
"count": 192
},
"Agent.Policy.Epsilon.sum": {
"value": 0.10028,
"min": 0.10028,
"max": 0.39873233333333336,
"count": 192
},
"Agent.Policy.Beta.mean": {
"value": 2.3972000000000126e-05,
"min": 2.3972000000000126e-05,
"max": 0.004987458466666667,
"count": 192
},
"Agent.Policy.Beta.sum": {
"value": 2.3972000000000126e-05,
"min": 2.3972000000000126e-05,
"max": 0.009936743433333334,
"count": 192
},
"Agent.IsTraining.mean": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 200
},
"Agent.IsTraining.sum": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 200
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1717959797",
"python_version": "3.9.18 (main, Sep 11 2023, 14:09:26) [MSC v.1916 64 bit (AMD64)]",
"command_line_arguments": "C:\\Users\\pdsie\\anaconda3\\envs\\mlagents20\\Scripts\\mlagents-learn c:/users/pdsie/documents/hivex/src/hivex/training/baseline/ml_agents/configs/mlagents/tmp/train/AerialWildfireSuppression_difficulty_9_task_8_run_id_2_train.yaml --run-id=AerialWildfireSuppression/train/AerialWildfireSuppression_difficulty_9_task_8_run_id_2_train --base-port 5009",
"mlagents_version": "0.30.0",
"mlagents_envs_version": "0.30.0",
"communication_protocol_version": "1.5.0",
"pytorch_version": "1.7.1+cu110",
"numpy_version": "1.21.0",
"end_time_seconds": "1717963793"
},
"total": 3995.7968054000003,
"count": 1,
"self": 0.22300310000036916,
"children": {
"run_training.setup": {
"total": 0.049042699999999995,
"count": 1,
"self": 0.049042699999999995
},
"TrainerController.start_learning": {
"total": 3995.5247596,
"count": 1,
"self": 8.119264000004932,
"children": {
"TrainerController._reset_env": {
"total": 1.9945460000000002,
"count": 1,
"self": 1.9945460000000002
},
"TrainerController.advance": {
"total": 3985.3259013999955,
"count": 601326,
"self": 7.456823399911627,
"children": {
"env_step": {
"total": 3977.869078000084,
"count": 601326,
"self": 2124.5730076002437,
"children": {
"SubprocessEnvManager._take_step": {
"total": 1848.0442417997929,
"count": 601326,
"self": 15.878946599800656,
"children": {
"TorchPolicy.evaluate": {
"total": 1832.1652951999922,
"count": 601326,
"self": 1832.1652951999922
}
}
},
"workers": {
"total": 5.251828600047386,
"count": 601326,
"self": 0.0,
"children": {
"worker_root": {
"total": 3984.109282999807,
"count": 601326,
"is_parallel": true,
"self": 2250.696081399811,
"children": {
"steps_from_proto": {
"total": 0.0059747000000001105,
"count": 1,
"is_parallel": true,
"self": 0.00010509999999985808,
"children": {
"_process_maybe_compressed_observation": {
"total": 0.005782600000000082,
"count": 2,
"is_parallel": true,
"self": 3.690000000022842e-05,
"children": {
"_observation_to_np_array": {
"total": 0.005745699999999854,
"count": 3,
"is_parallel": true,
"self": 2.5799999999742695e-05,
"children": {
"process_pixels": {
"total": 0.005719900000000111,
"count": 3,
"is_parallel": true,
"self": 0.00017460000000002474,
"children": {
"image_decompress": {
"total": 0.005545300000000086,
"count": 3,
"is_parallel": true,
"self": 0.005545300000000086
}
}
}
}
}
}
},
"_process_rank_one_or_two_observation": {
"total": 8.700000000017027e-05,
"count": 2,
"is_parallel": true,
"self": 8.700000000017027e-05
}
}
},
"UnityEnvironment.step": {
"total": 1733.407226899996,
"count": 601326,
"is_parallel": true,
"self": 28.03862309988358,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 29.57367289988027,
"count": 601326,
"is_parallel": true,
"self": 29.57367289988027
},
"communicator.exchange": {
"total": 1444.3157071001551,
"count": 601326,
"is_parallel": true,
"self": 1444.3157071001551
},
"steps_from_proto": {
"total": 231.47922380007716,
"count": 601326,
"is_parallel": true,
"self": 48.3215288996758,
"children": {
"_process_maybe_compressed_observation": {
"total": 159.3122400003595,
"count": 1202652,
"is_parallel": true,
"self": 14.765002900368643,
"children": {
"_observation_to_np_array": {
"total": 144.54723709999087,
"count": 1805136,
"is_parallel": true,
"self": 12.704224000118728,
"children": {
"process_pixels": {
"total": 131.84301309987214,
"count": 1805136,
"is_parallel": true,
"self": 47.05015889997375,
"children": {
"image_decompress": {
"total": 84.79285419989839,
"count": 1805136,
"is_parallel": true,
"self": 84.79285419989839
}
}
}
}
}
}
},
"_process_rank_one_or_two_observation": {
"total": 23.845454900041865,
"count": 1202652,
"is_parallel": true,
"self": 23.845454900041865
}
}
}
}
}
}
}
}
}
}
}
}
},
"trainer_threads": {
"total": 2.429999995001708e-05,
"count": 1,
"self": 2.429999995001708e-05,
"children": {
"thread_root": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"trainer_advance": {
"total": 3991.608537099986,
"count": 208418,
"is_parallel": true,
"self": 9.078247699915664,
"children": {
"process_trajectory": {
"total": 3343.57278510007,
"count": 208418,
"is_parallel": true,
"self": 3343.28430770007,
"children": {
"RLTrainer._checkpoint": {
"total": 0.2884774000003745,
"count": 3,
"is_parallel": true,
"self": 0.2884774000003745
}
}
},
"_update_policy": {
"total": 638.9575042999999,
"count": 212,
"is_parallel": true,
"self": 157.33822490001097,
"children": {
"TorchPPOOptimizer.update": {
"total": 481.6192793999889,
"count": 20820,
"is_parallel": true,
"self": 481.6192793999889
}
}
}
}
}
}
}
}
},
"TrainerController._save_models": {
"total": 0.08502389999966908,
"count": 1,
"self": 0.01676789999964967,
"children": {
"RLTrainer._checkpoint": {
"total": 0.06825600000001941,
"count": 1,
"self": 0.06825600000001941
}
}
}
}
}
}
}