SoccerTwos7 / run_logs /timers.json
AdonaiHS's picture
First Push
31105f2
{
"name": "root",
"gauges": {
"SoccerTwos.Policy.Entropy.mean": {
"value": 3.2780816555023193,
"min": 3.2780816555023193,
"max": 3.295722246170044,
"count": 5
},
"SoccerTwos.Policy.Entropy.sum": {
"value": 56015.859375,
"min": 56015.859375,
"max": 105463.109375,
"count": 5
},
"SoccerTwos.Environment.EpisodeLength.mean": {
"value": 605.125,
"min": 587.4,
"max": 905.375,
"count": 5
},
"SoccerTwos.Environment.EpisodeLength.sum": {
"value": 19364.0,
"min": 11748.0,
"max": 28972.0,
"count": 5
},
"SoccerTwos.Self-play.ELO.mean": {
"value": 1196.014512870435,
"min": 1196.014512870435,
"max": 1198.7628881094324,
"count": 5
},
"SoccerTwos.Self-play.ELO.sum": {
"value": 11960.145128704351,
"min": 2397.525776218865,
"max": 11960.145128704351,
"count": 5
},
"SoccerTwos.Step.mean": {
"value": 49090.0,
"min": 9502.0,
"max": 49090.0,
"count": 5
},
"SoccerTwos.Step.sum": {
"value": 49090.0,
"min": 9502.0,
"max": 49090.0,
"count": 5
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
"value": -0.03394897282123566,
"min": -0.04529840126633644,
"max": -0.023741234093904495,
"count": 5
},
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
"value": -0.5431835651397705,
"min": -0.6341169476509094,
"max": -0.26115357875823975,
"count": 5
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
"value": -0.03245082497596741,
"min": -0.04534430801868439,
"max": -0.026336921378970146,
"count": 5
},
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
"value": -0.5192131996154785,
"min": -0.6346637606620789,
"max": -0.28970614075660706,
"count": 5
},
"SoccerTwos.Environment.CumulativeReward.mean": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 5
},
"SoccerTwos.Environment.CumulativeReward.sum": {
"value": 0.0,
"min": 0.0,
"max": 0.0,
"count": 5
},
"SoccerTwos.Policy.ExtrinsicReward.mean": {
"value": -0.454925000667572,
"min": -0.5454545454545454,
"max": 0.14209999640782675,
"count": 5
},
"SoccerTwos.Policy.ExtrinsicReward.sum": {
"value": -7.278800010681152,
"min": -7.278800010681152,
"max": 1.705199956893921,
"count": 5
},
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
"value": -0.454925000667572,
"min": -0.5454545454545454,
"max": 0.14209999640782675,
"count": 5
},
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
"value": -7.278800010681152,
"min": -7.278800010681152,
"max": 1.705199956893921,
"count": 5
},
"SoccerTwos.IsTraining.mean": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 5
},
"SoccerTwos.IsTraining.sum": {
"value": 1.0,
"min": 1.0,
"max": 1.0,
"count": 5
},
"SoccerTwos.Losses.PolicyLoss.mean": {
"value": 0.018921801114144425,
"min": 0.01434671591996448,
"max": 0.018921801114144425,
"count": 2
},
"SoccerTwos.Losses.PolicyLoss.sum": {
"value": 0.018921801114144425,
"min": 0.01434671591996448,
"max": 0.018921801114144425,
"count": 2
},
"SoccerTwos.Losses.ValueLoss.mean": {
"value": 0.002682930588101347,
"min": 0.002682930588101347,
"max": 0.004390325373969972,
"count": 2
},
"SoccerTwos.Losses.ValueLoss.sum": {
"value": 0.002682930588101347,
"min": 0.002682930588101347,
"max": 0.004390325373969972,
"count": 2
},
"SoccerTwos.Losses.BaselineLoss.mean": {
"value": 0.002740729476014773,
"min": 0.002740729476014773,
"max": 0.004103882494382561,
"count": 2
},
"SoccerTwos.Losses.BaselineLoss.sum": {
"value": 0.002740729476014773,
"min": 0.002740729476014773,
"max": 0.004103882494382561,
"count": 2
},
"SoccerTwos.Policy.LearningRate.mean": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 2
},
"SoccerTwos.Policy.LearningRate.sum": {
"value": 0.0003,
"min": 0.0003,
"max": 0.0003,
"count": 2
},
"SoccerTwos.Policy.Epsilon.mean": {
"value": 0.20000000000000007,
"min": 0.20000000000000007,
"max": 0.20000000000000007,
"count": 2
},
"SoccerTwos.Policy.Epsilon.sum": {
"value": 0.20000000000000007,
"min": 0.20000000000000007,
"max": 0.20000000000000007,
"count": 2
},
"SoccerTwos.Policy.Beta.mean": {
"value": 0.005000000000000001,
"min": 0.005000000000000001,
"max": 0.005000000000000001,
"count": 2
},
"SoccerTwos.Policy.Beta.sum": {
"value": 0.005000000000000001,
"min": 0.005000000000000001,
"max": 0.005000000000000001,
"count": 2
}
},
"metadata": {
"timer_format_version": "0.1.0",
"start_time_seconds": "1681934997",
"python_version": "3.9.16 | packaged by conda-forge | (main, Feb 1 2023, 21:39:03) \n[GCC 11.3.0]",
"command_line_arguments": "/usr/local/bin/mlagents-learn /content/ml-agents/config/poca/SoccerTwos.yaml --env /content/SoccerTwos/SoccerTwos.x86_64 --run-id=resnet --no-graphics --force",
"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": "1681936173"
},
"total": 1176.1212460670004,
"count": 1,
"self": 0.5430273430001762,
"children": {
"run_training.setup": {
"total": 0.07048233500006518,
"count": 1,
"self": 0.07048233500006518
},
"TrainerController.start_learning": {
"total": 1175.507736389,
"count": 1,
"self": 0.17357786499587746,
"children": {
"TrainerController._reset_env": {
"total": 1.5672324099999742,
"count": 1,
"self": 1.5672324099999742
},
"TrainerController.advance": {
"total": 1173.4296994920046,
"count": 3550,
"self": 0.21493554701464745,
"children": {
"env_step": {
"total": 1002.921079540996,
"count": 3550,
"self": 978.1015735619897,
"children": {
"SubprocessEnvManager._take_step": {
"total": 24.715271759999155,
"count": 3550,
"self": 1.1307893260022865,
"children": {
"TorchPolicy.evaluate": {
"total": 23.584482433996868,
"count": 7066,
"self": 23.584482433996868
}
}
},
"workers": {
"total": 0.10423421900713947,
"count": 3550,
"self": 0.0,
"children": {
"worker_root": {
"total": 1172.6111429720002,
"count": 3550,
"is_parallel": true,
"self": 217.11023709299707,
"children": {
"run_training.setup": {
"total": 0.0,
"count": 0,
"is_parallel": true,
"self": 0.0,
"children": {
"steps_from_proto": {
"total": 0.008438354999952935,
"count": 2,
"is_parallel": true,
"self": 0.0016366510000125345,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.0068017039999404005,
"count": 8,
"is_parallel": true,
"self": 0.0068017039999404005
}
}
},
"UnityEnvironment.step": {
"total": 0.43893334899996717,
"count": 1,
"is_parallel": true,
"self": 0.0008413420000579208,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 0.0036638550000134273,
"count": 1,
"is_parallel": true,
"self": 0.0036638550000134273
},
"communicator.exchange": {
"total": 0.41848312399997667,
"count": 1,
"is_parallel": true,
"self": 0.41848312399997667
},
"steps_from_proto": {
"total": 0.015945027999919148,
"count": 2,
"is_parallel": true,
"self": 0.005764648999956989,
"children": {
"_process_rank_one_or_two_observation": {
"total": 0.010180378999962159,
"count": 8,
"is_parallel": true,
"self": 0.010180378999962159
}
}
}
}
}
}
},
"UnityEnvironment.step": {
"total": 955.5009058790031,
"count": 3549,
"is_parallel": true,
"self": 3.8111998070088475,
"children": {
"UnityEnvironment._generate_step_input": {
"total": 13.415442104990007,
"count": 3549,
"is_parallel": true,
"self": 13.415442104990007
},
"communicator.exchange": {
"total": 902.249224545003,
"count": 3549,
"is_parallel": true,
"self": 902.249224545003
},
"steps_from_proto": {
"total": 36.025039422001214,
"count": 7098,
"is_parallel": true,
"self": 5.310405344013702,
"children": {
"_process_rank_one_or_two_observation": {
"total": 30.71463407798751,
"count": 28392,
"is_parallel": true,
"self": 30.71463407798751
}
}
}
}
}
}
}
}
}
}
},
"trainer_advance": {
"total": 170.29368440399412,
"count": 3550,
"self": 1.2198223509980153,
"children": {
"process_trajectory": {
"total": 24.33414305499616,
"count": 3550,
"self": 24.33414305499616
},
"_update_policy": {
"total": 144.73971899799994,
"count": 2,
"self": 13.03287446399986,
"children": {
"TorchPOCAOptimizer.update": {
"total": 131.70684453400008,
"count": 60,
"self": 131.70684453400008
}
}
}
}
}
}
},
"trainer_threads": {
"total": 1.1569995876925532e-06,
"count": 1,
"self": 1.1569995876925532e-06
},
"TrainerController._save_models": {
"total": 0.33722546499984674,
"count": 1,
"self": 0.004264644999693701,
"children": {
"RLTrainer._checkpoint": {
"total": 0.33296082000015303,
"count": 1,
"self": 0.33296082000015303
}
}
}
}
}
}
}