Instructions to use M0F0IAm/unit1_additional with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ml-agents
How to use M0F0IAm/unit1_additional with ml-agents:
mlagents-load-from-hf --repo-id="M0F0IAm/unit1_additional" --local-dir="./download: string[]s"
- Notebooks
- Google Colab
- Kaggle
| { | |
| "name": "root", | |
| "gauges": { | |
| "Huggy.Policy.Entropy.mean": { | |
| "value": 1.4079071283340454, | |
| "min": 1.4079071283340454, | |
| "max": 1.429749608039856, | |
| "count": 40 | |
| }, | |
| "Huggy.Policy.Entropy.sum": { | |
| "value": 67057.2109375, | |
| "min": 66857.625, | |
| "max": 78390.296875, | |
| "count": 40 | |
| }, | |
| "Huggy.Environment.EpisodeLength.mean": { | |
| "value": 116.20140515222482, | |
| "min": 98.898, | |
| "max": 378.6136363636364, | |
| "count": 40 | |
| }, | |
| "Huggy.Environment.EpisodeLength.sum": { | |
| "value": 49618.0, | |
| "min": 48938.0, | |
| "max": 50293.0, | |
| "count": 40 | |
| }, | |
| "Huggy.Step.mean": { | |
| "value": 1999943.0, | |
| "min": 49313.0, | |
| "max": 1999943.0, | |
| "count": 40 | |
| }, | |
| "Huggy.Step.sum": { | |
| "value": 1999943.0, | |
| "min": 49313.0, | |
| "max": 1999943.0, | |
| "count": 40 | |
| }, | |
| "Huggy.Policy.ExtrinsicValueEstimate.mean": { | |
| "value": 2.368238687515259, | |
| "min": -0.013502189889550209, | |
| "max": 2.4107162952423096, | |
| "count": 40 | |
| }, | |
| "Huggy.Policy.ExtrinsicValueEstimate.sum": { | |
| "value": 1011.2379150390625, | |
| "min": -1.768786907196045, | |
| "max": 1178.707763671875, | |
| "count": 40 | |
| }, | |
| "Huggy.Environment.CumulativeReward.mean": { | |
| "value": 3.5493644817930754, | |
| "min": 1.808668750160523, | |
| "max": 3.8401853694220174, | |
| "count": 40 | |
| }, | |
| "Huggy.Environment.CumulativeReward.sum": { | |
| "value": 1515.5786337256432, | |
| "min": 236.93560627102852, | |
| "max": 1858.9464794397354, | |
| "count": 40 | |
| }, | |
| "Huggy.Policy.ExtrinsicReward.mean": { | |
| "value": 3.5493644817930754, | |
| "min": 1.808668750160523, | |
| "max": 3.8401853694220174, | |
| "count": 40 | |
| }, | |
| "Huggy.Policy.ExtrinsicReward.sum": { | |
| "value": 1515.5786337256432, | |
| "min": 236.93560627102852, | |
| "max": 1858.9464794397354, | |
| "count": 40 | |
| }, | |
| "Huggy.Losses.PolicyLoss.mean": { | |
| "value": 0.018210697547571424, | |
| "min": 0.013036945934193984, | |
| "max": 0.02128366953305279, | |
| "count": 40 | |
| }, | |
| "Huggy.Losses.PolicyLoss.sum": { | |
| "value": 0.03642139509514285, | |
| "min": 0.026073891868387968, | |
| "max": 0.0554343343571721, | |
| "count": 40 | |
| }, | |
| "Huggy.Losses.ValueLoss.mean": { | |
| "value": 0.04995003895213207, | |
| "min": 0.023105983932813007, | |
| "max": 0.06661625558303462, | |
| "count": 40 | |
| }, | |
| "Huggy.Losses.ValueLoss.sum": { | |
| "value": 0.09990007790426414, | |
| "min": 0.047898115279773876, | |
| "max": 0.19984876674910387, | |
| "count": 40 | |
| }, | |
| "Huggy.Policy.LearningRate.mean": { | |
| "value": 4.4985235005250015e-06, | |
| "min": 4.4985235005250015e-06, | |
| "max": 0.000295268776577075, | |
| "count": 40 | |
| }, | |
| "Huggy.Policy.LearningRate.sum": { | |
| "value": 8.997047001050003e-06, | |
| "min": 8.997047001050003e-06, | |
| "max": 0.00084346246884585, | |
| "count": 40 | |
| }, | |
| "Huggy.Policy.Epsilon.mean": { | |
| "value": 0.101499475, | |
| "min": 0.101499475, | |
| "max": 0.19842292499999997, | |
| "count": 40 | |
| }, | |
| "Huggy.Policy.Epsilon.sum": { | |
| "value": 0.20299895, | |
| "min": 0.20299895, | |
| "max": 0.5811541500000001, | |
| "count": 40 | |
| }, | |
| "Huggy.Policy.Beta.mean": { | |
| "value": 8.48238025e-05, | |
| "min": 8.48238025e-05, | |
| "max": 0.0049213039574999996, | |
| "count": 40 | |
| }, | |
| "Huggy.Policy.Beta.sum": { | |
| "value": 0.000169647605, | |
| "min": 0.000169647605, | |
| "max": 0.014059592085, | |
| "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": "1698764077", | |
| "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/Huggy.yaml --env=./trained-envs-executables/linux/Huggy/Huggy --run-id=Huggy --no-graphics", | |
| "mlagents_version": "1.1.0.dev0", | |
| "mlagents_envs_version": "1.1.0.dev0", | |
| "communication_protocol_version": "1.5.0", | |
| "pytorch_version": "2.1.0+cu118", | |
| "numpy_version": "1.23.5", | |
| "end_time_seconds": "1698766563" | |
| }, | |
| "total": 2485.564365162, | |
| "count": 1, | |
| "self": 0.4426695099996323, | |
| "children": { | |
| "run_training.setup": { | |
| "total": 0.04361671500009834, | |
| "count": 1, | |
| "self": 0.04361671500009834 | |
| }, | |
| "TrainerController.start_learning": { | |
| "total": 2485.078078937, | |
| "count": 1, | |
| "self": 4.784247330053859, | |
| "children": { | |
| "TrainerController._reset_env": { | |
| "total": 8.472018083999956, | |
| "count": 1, | |
| "self": 8.472018083999956 | |
| }, | |
| "TrainerController.advance": { | |
| "total": 2471.7213132189468, | |
| "count": 231013, | |
| "self": 4.986857781884737, | |
| "children": { | |
| "env_step": { | |
| "total": 1973.6201881140112, | |
| "count": 231013, | |
| "self": 1619.177184427913, | |
| "children": { | |
| "SubprocessEnvManager._take_step": { | |
| "total": 351.5425437300438, | |
| "count": 231013, | |
| "self": 17.016887907065325, | |
| "children": { | |
| "TorchPolicy.evaluate": { | |
| "total": 334.5256558229785, | |
| "count": 222889, | |
| "self": 334.5256558229785 | |
| } | |
| } | |
| }, | |
| "workers": { | |
| "total": 2.9004599560543056, | |
| "count": 231013, | |
| "self": 0.0, | |
| "children": { | |
| "worker_root": { | |
| "total": 2477.409752131052, | |
| "count": 231013, | |
| "is_parallel": true, | |
| "self": 1160.6409108140788, | |
| "children": { | |
| "run_training.setup": { | |
| "total": 0.0, | |
| "count": 0, | |
| "is_parallel": true, | |
| "self": 0.0, | |
| "children": { | |
| "steps_from_proto": { | |
| "total": 0.0008711200000561803, | |
| "count": 1, | |
| "is_parallel": true, | |
| "self": 0.00023767700008647807, | |
| "children": { | |
| "_process_rank_one_or_two_observation": { | |
| "total": 0.0006334429999697022, | |
| "count": 2, | |
| "is_parallel": true, | |
| "self": 0.0006334429999697022 | |
| } | |
| } | |
| }, | |
| "UnityEnvironment.step": { | |
| "total": 0.029420970999922247, | |
| "count": 1, | |
| "is_parallel": true, | |
| "self": 0.0002910150000161593, | |
| "children": { | |
| "UnityEnvironment._generate_step_input": { | |
| "total": 0.0001983129999416633, | |
| "count": 1, | |
| "is_parallel": true, | |
| "self": 0.0001983129999416633 | |
| }, | |
| "communicator.exchange": { | |
| "total": 0.028238617000056365, | |
| "count": 1, | |
| "is_parallel": true, | |
| "self": 0.028238617000056365 | |
| }, | |
| "steps_from_proto": { | |
| "total": 0.000693025999908059, | |
| "count": 1, | |
| "is_parallel": true, | |
| "self": 0.000176543999941714, | |
| "children": { | |
| "_process_rank_one_or_two_observation": { | |
| "total": 0.000516481999966345, | |
| "count": 2, | |
| "is_parallel": true, | |
| "self": 0.000516481999966345 | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| "UnityEnvironment.step": { | |
| "total": 1316.768841316973, | |
| "count": 231012, | |
| "is_parallel": true, | |
| "self": 40.88165255588069, | |
| "children": { | |
| "UnityEnvironment._generate_step_input": { | |
| "total": 89.26611786402054, | |
| "count": 231012, | |
| "is_parallel": true, | |
| "self": 89.26611786402054 | |
| }, | |
| "communicator.exchange": { | |
| "total": 1094.510227517097, | |
| "count": 231012, | |
| "is_parallel": true, | |
| "self": 1094.510227517097 | |
| }, | |
| "steps_from_proto": { | |
| "total": 92.11084337997477, | |
| "count": 231012, | |
| "is_parallel": true, | |
| "self": 34.56967945704332, | |
| "children": { | |
| "_process_rank_one_or_two_observation": { | |
| "total": 57.541163922931446, | |
| "count": 462024, | |
| "is_parallel": true, | |
| "self": 57.541163922931446 | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| "trainer_advance": { | |
| "total": 493.1142673230506, | |
| "count": 231013, | |
| "self": 6.907473783962814, | |
| "children": { | |
| "process_trajectory": { | |
| "total": 149.66864958408678, | |
| "count": 231013, | |
| "self": 148.46411389508637, | |
| "children": { | |
| "RLTrainer._checkpoint": { | |
| "total": 1.2045356890004086, | |
| "count": 10, | |
| "self": 1.2045356890004086 | |
| } | |
| } | |
| }, | |
| "_update_policy": { | |
| "total": 336.53814395500103, | |
| "count": 96, | |
| "self": 274.4874258610091, | |
| "children": { | |
| "TorchPPOOptimizer.update": { | |
| "total": 62.05071809399192, | |
| "count": 2880, | |
| "self": 62.05071809399192 | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| "trainer_threads": { | |
| "total": 1.1269999049545731e-06, | |
| "count": 1, | |
| "self": 1.1269999049545731e-06 | |
| }, | |
| "TrainerController._save_models": { | |
| "total": 0.10049917699961952, | |
| "count": 1, | |
| "self": 0.001858933999301371, | |
| "children": { | |
| "RLTrainer._checkpoint": { | |
| "total": 0.09864024300031815, | |
| "count": 1, | |
| "self": 0.09864024300031815 | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } |