| { | |
| "name": "root", | |
| "gauges": { | |
| "Agent.Policy.Entropy.mean": { | |
| "value": 3.9548728466033936, | |
| "min": 3.7825467586517334, | |
| "max": 4.389046669006348, | |
| "count": 100 | |
| }, | |
| "Agent.Policy.Entropy.sum": { | |
| "value": 19683.40234375, | |
| "min": 4316.8203125, | |
| "max": 30010.265625, | |
| "count": 100 | |
| }, | |
| "Agent.WildfireResourceManagement.IndividualResourceCount.mean": { | |
| "value": 0.8666665683741923, | |
| "min": 0.5916667206005918, | |
| "max": 0.8999998172124227, | |
| "count": 100 | |
| }, | |
| "Agent.WildfireResourceManagement.IndividualResourceCount.sum": { | |
| "value": 23.39999734610319, | |
| "min": 6.699999988079071, | |
| "max": 30.899997159838676, | |
| "count": 100 | |
| }, | |
| "Agent.WildfireResourceManagement.RewardforMovingResourcestoNeighbours.mean": { | |
| "value": 108.60578582904957, | |
| "min": 9.206332196791967, | |
| "max": 341.07094319661456, | |
| "count": 100 | |
| }, | |
| "Agent.WildfireResourceManagement.RewardforMovingResourcestoNeighbours.sum": { | |
| "value": 2932.3562173843384, | |
| "min": 110.20612096786499, | |
| "max": 4579.761431694031, | |
| "count": 100 | |
| }, | |
| "Agent.WildfireResourceManagement.RewardforMovingResourcestoSelf.mean": { | |
| "value": 2.1966807070421055, | |
| "min": 0.621840530489054, | |
| "max": 25.95005997021993, | |
| "count": 100 | |
| }, | |
| "Agent.WildfireResourceManagement.RewardforMovingResourcestoSelf.sum": { | |
| "value": 59.31037909013685, | |
| "min": 6.678540506865829, | |
| "max": 371.12828171253204, | |
| "count": 100 | |
| }, | |
| "Agent.WildfireResourceManagement.CollectivePerformance.mean": { | |
| "value": 55.544664241649485, | |
| "min": 17.002084299370093, | |
| "max": 214.19122314453125, | |
| "count": 100 | |
| }, | |
| "Agent.WildfireResourceManagement.CollectivePerformance.sum": { | |
| "value": 1499.7059345245361, | |
| "min": 204.6931972503662, | |
| "max": 2993.9510498046875, | |
| "count": 100 | |
| }, | |
| "Agent.WildfireResourceManagement.IndividualPerformance.mean": { | |
| "value": 37.2182973380442, | |
| "min": 8.3942994011773, | |
| "max": 99.9260475370619, | |
| "count": 100 | |
| }, | |
| "Agent.WildfireResourceManagement.IndividualPerformance.sum": { | |
| "value": 1004.8940281271935, | |
| "min": 106.93240201473236, | |
| "max": 1616.2819256782532, | |
| "count": 100 | |
| }, | |
| "Agent.Environment.LessonNumber.difficulty.mean": { | |
| "value": 0.0, | |
| "min": 0.0, | |
| "max": 0.0, | |
| "count": 100 | |
| }, | |
| "Agent.Environment.LessonNumber.difficulty.sum": { | |
| "value": 0.0, | |
| "min": 0.0, | |
| "max": 0.0, | |
| "count": 100 | |
| }, | |
| "Agent.Environment.LessonNumber.task.mean": { | |
| "value": 0.0, | |
| "min": 0.0, | |
| "max": 0.0, | |
| "count": 100 | |
| }, | |
| "Agent.Environment.LessonNumber.task.sum": { | |
| "value": 0.0, | |
| "min": 0.0, | |
| "max": 0.0, | |
| "count": 100 | |
| }, | |
| "Agent.Environment.EpisodeLength.mean": { | |
| "value": 184.0, | |
| "min": 87.0, | |
| "max": 447.0, | |
| "count": 100 | |
| }, | |
| "Agent.Environment.EpisodeLength.sum": { | |
| "value": 4968.0, | |
| "min": 1026.0, | |
| "max": 7254.0, | |
| "count": 100 | |
| }, | |
| "Agent.Step.mean": { | |
| "value": 449820.0, | |
| "min": 4428.0, | |
| "max": 449820.0, | |
| "count": 100 | |
| }, | |
| "Agent.Step.sum": { | |
| "value": 449820.0, | |
| "min": 4428.0, | |
| "max": 449820.0, | |
| "count": 100 | |
| }, | |
| "Agent.Policy.CuriosityValueEstimate.mean": { | |
| "value": -0.004506892990320921, | |
| "min": -0.012754673138260841, | |
| "max": 0.14270028471946716, | |
| "count": 100 | |
| }, | |
| "Agent.Policy.CuriosityValueEstimate.sum": { | |
| "value": -0.09915164858102798, | |
| "min": -0.28825098276138306, | |
| "max": 3.2247281074523926, | |
| "count": 100 | |
| }, | |
| "Agent.Policy.ExtrinsicValueEstimate.mean": { | |
| "value": 46.51727294921875, | |
| "min": 1.7920188903808594, | |
| "max": 52.542354583740234, | |
| "count": 100 | |
| }, | |
| "Agent.Policy.ExtrinsicValueEstimate.sum": { | |
| "value": 1023.3800048828125, | |
| "min": 46.592491149902344, | |
| "max": 1576.2706298828125, | |
| "count": 100 | |
| }, | |
| "Agent.Environment.CumulativeReward.mean": { | |
| "value": 145.4518632888794, | |
| "min": 47.06385822296143, | |
| "max": 415.89921951293945, | |
| "count": 100 | |
| }, | |
| "Agent.Environment.CumulativeReward.sum": { | |
| "value": 3199.9409923553467, | |
| "min": 1321.8755187988281, | |
| "max": 5734.89436340332, | |
| "count": 100 | |
| }, | |
| "Agent.Policy.CuriosityReward.mean": { | |
| "value": 0.01323541139506481, | |
| "min": 0.010237292789567549, | |
| "max": 0.2343111080319985, | |
| "count": 100 | |
| }, | |
| "Agent.Policy.CuriosityReward.sum": { | |
| "value": 0.2911790506914258, | |
| "min": 0.18846597848460078, | |
| "max": 5.389155484735966, | |
| "count": 100 | |
| }, | |
| "Agent.Policy.ExtrinsicReward.mean": { | |
| "value": 145.4518632888794, | |
| "min": 47.06385822296143, | |
| "max": 415.89921951293945, | |
| "count": 100 | |
| }, | |
| "Agent.Policy.ExtrinsicReward.sum": { | |
| "value": 3199.9409923553467, | |
| "min": 1321.8755187988281, | |
| "max": 5734.89436340332, | |
| "count": 100 | |
| }, | |
| "Agent.Losses.PolicyLoss.mean": { | |
| "value": 0.06451408900884968, | |
| "min": 0.05516614062556376, | |
| "max": 0.0802689345609569, | |
| "count": 99 | |
| }, | |
| "Agent.Losses.PolicyLoss.sum": { | |
| "value": 0.12902817801769936, | |
| "min": 0.05516614062556376, | |
| "max": 0.1605378691219138, | |
| "count": 99 | |
| }, | |
| "Agent.Losses.ValueLoss.mean": { | |
| "value": 125.26563884479143, | |
| "min": 11.501119662022244, | |
| "max": 246.85574188232422, | |
| "count": 99 | |
| }, | |
| "Agent.Losses.ValueLoss.sum": { | |
| "value": 250.53127768958285, | |
| "min": 11.501119662022244, | |
| "max": 452.8039452446832, | |
| "count": 99 | |
| }, | |
| "Agent.Policy.LearningRate.mean": { | |
| "value": 1.0980996339999984e-06, | |
| "min": 1.0980996339999984e-06, | |
| "max": 0.00029796000068000006, | |
| "count": 99 | |
| }, | |
| "Agent.Policy.LearningRate.sum": { | |
| "value": 2.1961992679999967e-06, | |
| "min": 2.1961992679999967e-06, | |
| "max": 0.0005911860029379999, | |
| "count": 99 | |
| }, | |
| "Agent.Policy.Epsilon.mean": { | |
| "value": 0.10036600000000001, | |
| "min": 0.10036600000000001, | |
| "max": 0.19932, | |
| "count": 99 | |
| }, | |
| "Agent.Policy.Epsilon.sum": { | |
| "value": 0.20073200000000002, | |
| "min": 0.10149800000000003, | |
| "max": 0.397062, | |
| "count": 99 | |
| }, | |
| "Agent.Policy.Beta.mean": { | |
| "value": 4.656339999999997e-05, | |
| "min": 4.656339999999997e-05, | |
| "max": 0.009932068000000002, | |
| "count": 99 | |
| }, | |
| "Agent.Policy.Beta.sum": { | |
| "value": 9.312679999999994e-05, | |
| "min": 9.312679999999994e-05, | |
| "max": 0.019706493800000002, | |
| "count": 99 | |
| }, | |
| "Agent.Losses.CuriosityForwardLoss.mean": { | |
| "value": 0.002727612785897238, | |
| "min": 0.0017549071719216976, | |
| "max": 0.37060696955608285, | |
| "count": 99 | |
| }, | |
| "Agent.Losses.CuriosityForwardLoss.sum": { | |
| "value": 0.005455225571794476, | |
| "min": 0.0017549071719216976, | |
| "max": 0.37060696955608285, | |
| "count": 99 | |
| }, | |
| "Agent.Losses.CuriosityInverseLoss.mean": { | |
| "value": 3.9357052565395056, | |
| "min": 3.7637806651236, | |
| "max": 4.391513147215912, | |
| "count": 99 | |
| }, | |
| "Agent.Losses.CuriosityInverseLoss.sum": { | |
| "value": 7.871410513079011, | |
| "min": 3.7637806651236, | |
| "max": 8.755219182424378, | |
| "count": 99 | |
| }, | |
| "Agent.IsTraining.mean": { | |
| "value": 1.0, | |
| "min": 1.0, | |
| "max": 1.0, | |
| "count": 100 | |
| }, | |
| "Agent.IsTraining.sum": { | |
| "value": 1.0, | |
| "min": 1.0, | |
| "max": 1.0, | |
| "count": 100 | |
| } | |
| }, | |
| "metadata": { | |
| "timer_format_version": "0.1.0", | |
| "start_time_seconds": "1716703578", | |
| "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/WildfireResourceManagement_difficulty_4_task_0_run_id_1_train.yaml --run-id=WildfireResourceManagement/train/WildfireResourceManagement_difficulty_4_task_0_run_id_1_train --base-port 5006", | |
| "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": "1716705325" | |
| }, | |
| "total": 1747.2495218, | |
| "count": 1, | |
| "self": 0.3092979999998988, | |
| "children": { | |
| "run_training.setup": { | |
| "total": 0.05243310000000001, | |
| "count": 1, | |
| "self": 0.05243310000000001 | |
| }, | |
| "TrainerController.start_learning": { | |
| "total": 1746.8877907, | |
| "count": 1, | |
| "self": 1.1912608999941767, | |
| "children": { | |
| "TrainerController._reset_env": { | |
| "total": 2.1261732, | |
| "count": 1, | |
| "self": 2.1261732 | |
| }, | |
| "TrainerController.advance": { | |
| "total": 1743.477684600006, | |
| "count": 50210, | |
| "self": 1.0407735000096636, | |
| "children": { | |
| "env_step": { | |
| "total": 1742.4369110999962, | |
| "count": 50210, | |
| "self": 1466.3057363000175, | |
| "children": { | |
| "SubprocessEnvManager._take_step": { | |
| "total": 275.6518068999717, | |
| "count": 50210, | |
| "self": 1.757567699972185, | |
| "children": { | |
| "TorchPolicy.evaluate": { | |
| "total": 273.8942391999995, | |
| "count": 50210, | |
| "self": 273.8942391999995 | |
| } | |
| } | |
| }, | |
| "workers": { | |
| "total": 0.4793679000068716, | |
| "count": 50210, | |
| "self": 0.0, | |
| "children": { | |
| "worker_root": { | |
| "total": 1744.1928242000038, | |
| "count": 50210, | |
| "is_parallel": true, | |
| "self": 336.9768800999925, | |
| "children": { | |
| "steps_from_proto": { | |
| "total": 0.0002489999999999437, | |
| "count": 1, | |
| "is_parallel": true, | |
| "self": 0.00011439999999995898, | |
| "children": { | |
| "_process_rank_one_or_two_observation": { | |
| "total": 0.00013459999999998473, | |
| "count": 2, | |
| "is_parallel": true, | |
| "self": 0.00013459999999998473 | |
| } | |
| } | |
| }, | |
| "UnityEnvironment.step": { | |
| "total": 1407.2156951000113, | |
| "count": 50210, | |
| "is_parallel": true, | |
| "self": 3.365289799987977, | |
| "children": { | |
| "UnityEnvironment._generate_step_input": { | |
| "total": 4.068777900013746, | |
| "count": 50210, | |
| "is_parallel": true, | |
| "self": 4.068777900013746 | |
| }, | |
| "communicator.exchange": { | |
| "total": 1390.1194222000072, | |
| "count": 50210, | |
| "is_parallel": true, | |
| "self": 1390.1194222000072 | |
| }, | |
| "steps_from_proto": { | |
| "total": 9.662205200002209, | |
| "count": 50210, | |
| "is_parallel": true, | |
| "self": 4.984321300001236, | |
| "children": { | |
| "_process_rank_one_or_two_observation": { | |
| "total": 4.677883900000973, | |
| "count": 100420, | |
| "is_parallel": true, | |
| "self": 4.677883900000973 | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| "trainer_threads": { | |
| "total": 2.199999994445534e-05, | |
| "count": 1, | |
| "self": 2.199999994445534e-05, | |
| "children": { | |
| "thread_root": { | |
| "total": 0.0, | |
| "count": 0, | |
| "is_parallel": true, | |
| "self": 0.0, | |
| "children": { | |
| "trainer_advance": { | |
| "total": 1743.5692256000063, | |
| "count": 87305, | |
| "is_parallel": true, | |
| "self": 2.906663100038486, | |
| "children": { | |
| "process_trajectory": { | |
| "total": 1386.3971686999687, | |
| "count": 87305, | |
| "is_parallel": true, | |
| "self": 1386.3971686999687 | |
| }, | |
| "_update_policy": { | |
| "total": 354.2653937999993, | |
| "count": 148, | |
| "is_parallel": true, | |
| "self": 173.25306739999456, | |
| "children": { | |
| "TorchPPOOptimizer.update": { | |
| "total": 181.01232640000472, | |
| "count": 10317, | |
| "is_parallel": true, | |
| "self": 181.01232640000472 | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| "TrainerController._save_models": { | |
| "total": 0.09265000000004875, | |
| "count": 1, | |
| "self": 0.0049618000000464235, | |
| "children": { | |
| "RLTrainer._checkpoint": { | |
| "total": 0.08768820000000233, | |
| "count": 1, | |
| "self": 0.08768820000000233 | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } |