Reinforcement Learning
ml-agents
TensorBoard
ONNX
SnowballTarget
deep-reinforcement-learning
ML-Agents-SnowballTarget
Instructions to use Guru-Raja-124/ppo-SnowballTarget with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ml-agents
How to use Guru-Raja-124/ppo-SnowballTarget with ml-agents:
mlagents-load-from-hf --repo-id="Guru-Raja-124/ppo-SnowballTarget" --local-dir="./downloads"
- Notebooks
- Google Colab
- Kaggle
Download run_logs/timers.json from Guru-Raja-124/ppo-SnowballTarget: direct link, hf CLI and curl.
- Browser
- Download file 17.6 kB
-
https://huggingface.co/Guru-Raja-124/ppo-SnowballTarget/resolve/main/run_logs/timers.json
- Command line
-
hf download hf://Guru-Raja-124/ppo-SnowballTarget/run_logs/timers.json
-
curl -L -o timers.json https://huggingface.co/Guru-Raja-124/ppo-SnowballTarget/resolve/main/run_logs/timers.json
17.6 kB
| { | |
| "name": "root", | |
| "gauges": { | |
| "SnowballTarget.Policy.Entropy.mean": { | |
| "value": 0.7519572377204895, | |
| "min": 0.7519572377204895, | |
| "max": 2.8669838905334473, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Policy.Entropy.sum": { | |
| "value": 7146.6015625, | |
| "min": 7146.6015625, | |
| "max": 29266.171875, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Step.mean": { | |
| "value": 199984.0, | |
| "min": 9952.0, | |
| "max": 199984.0, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Step.sum": { | |
| "value": 199984.0, | |
| "min": 9952.0, | |
| "max": 199984.0, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Policy.ExtrinsicValueEstimate.mean": { | |
| "value": 11.714452743530273, | |
| "min": 0.2747448980808258, | |
| "max": 11.714452743530273, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Policy.ExtrinsicValueEstimate.sum": { | |
| "value": 2284.318359375, | |
| "min": 53.30051040649414, | |
| "max": 2374.19775390625, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Losses.PolicyLoss.mean": { | |
| "value": 0.0688137029309491, | |
| "min": 0.061131025397081235, | |
| "max": 0.07553026660123435, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Losses.PolicyLoss.sum": { | |
| "value": 0.2752548117237964, | |
| "min": 0.24452410158832494, | |
| "max": 0.3725485251270584, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Losses.ValueLoss.mean": { | |
| "value": 0.1805135707790945, | |
| "min": 0.13250813565522834, | |
| "max": 0.2922548410939235, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Losses.ValueLoss.sum": { | |
| "value": 0.722054283116378, | |
| "min": 0.5300325426209134, | |
| "max": 1.4612742054696175, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Policy.LearningRate.mean": { | |
| "value": 8.082097306000005e-06, | |
| "min": 8.082097306000005e-06, | |
| "max": 0.000291882002706, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Policy.LearningRate.sum": { | |
| "value": 3.232838922400002e-05, | |
| "min": 3.232838922400002e-05, | |
| "max": 0.00138516003828, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Policy.Epsilon.mean": { | |
| "value": 0.10269400000000001, | |
| "min": 0.10269400000000001, | |
| "max": 0.19729400000000002, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Policy.Epsilon.sum": { | |
| "value": 0.41077600000000003, | |
| "min": 0.41077600000000003, | |
| "max": 0.96172, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Policy.Beta.mean": { | |
| "value": 0.0001444306000000001, | |
| "min": 0.0001444306000000001, | |
| "max": 0.0048649706, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Policy.Beta.sum": { | |
| "value": 0.0005777224000000004, | |
| "min": 0.0005777224000000004, | |
| "max": 0.023089828, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Environment.EpisodeLength.mean": { | |
| "value": 199.0, | |
| "min": 199.0, | |
| "max": 199.0, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Environment.EpisodeLength.sum": { | |
| "value": 8756.0, | |
| "min": 8756.0, | |
| "max": 10945.0, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Environment.CumulativeReward.mean": { | |
| "value": 23.34090909090909, | |
| "min": 3.409090909090909, | |
| "max": 23.34090909090909, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Environment.CumulativeReward.sum": { | |
| "value": 1027.0, | |
| "min": 150.0, | |
| "max": 1261.0, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Policy.ExtrinsicReward.mean": { | |
| "value": 23.34090909090909, | |
| "min": 3.409090909090909, | |
| "max": 23.34090909090909, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.Policy.ExtrinsicReward.sum": { | |
| "value": 1027.0, | |
| "min": 150.0, | |
| "max": 1261.0, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.IsTraining.mean": { | |
| "value": 1.0, | |
| "min": 1.0, | |
| "max": 1.0, | |
| "count": 20 | |
| }, | |
| "SnowballTarget.IsTraining.sum": { | |
| "value": 1.0, | |
| "min": 1.0, | |
| "max": 1.0, | |
| "count": 20 | |
| } | |
| }, | |
| "metadata": { | |
| "timer_format_version": "0.1.0", | |
| "start_time_seconds": "1788622165", | |
| "python_version": "3.10.12 (main, Jul 5 2023, 18:54:27) [GCC 11.2.0]", | |
| "command_line_arguments": "/usr/local/envs/mlagents/bin/mlagents-learn /content/ml-agents/config/ppo/SnowballTarget.yaml --env=/content/ml-agents/training-envs-executables/linux/SnowballTarget/SnowballTarget --run-id=SnowballTarget1 --no-graphics", | |
| "mlagents_version": "1.2.0.dev0", | |
| "mlagents_envs_version": "1.2.0.dev0", | |
| "communication_protocol_version": "1.5.0", | |
| "pytorch_version": "2.8.0+cu128", | |
| "numpy_version": "1.23.5", | |
| "end_time_seconds": "1788622779" | |
| }, | |
| "total": 614.0732186639998, | |
| "count": 1, | |
| "self": 0.6484573599993837, | |
| "children": { | |
| "run_training.setup": { | |
| "total": 0.025547870000082185, | |
| "count": 1, | |
| "self": 0.025547870000082185 | |
| }, | |
| "TrainerController.start_learning": { | |
| "total": 613.3992134340003, | |
| "count": 1, | |
| "self": 0.6716561099972296, | |
| "children": { | |
| "TrainerController._reset_env": { | |
| "total": 3.267383124000162, | |
| "count": 1, | |
| "self": 3.267383124000162 | |
| }, | |
| "TrainerController.advance": { | |
| "total": 609.384929585003, | |
| "count": 18192, | |
| "self": 0.7201473689801787, | |
| "children": { | |
| "env_step": { | |
| "total": 438.9550710470196, | |
| "count": 18192, | |
| "self": 380.9820896269923, | |
| "children": { | |
| "SubprocessEnvManager._take_step": { | |
| "total": 57.58830869699841, | |
| "count": 18192, | |
| "self": 2.109430136049923, | |
| "children": { | |
| "TorchPolicy.evaluate": { | |
| "total": 55.47887856094849, | |
| "count": 18192, | |
| "self": 55.47887856094849 | |
| } | |
| } | |
| }, | |
| "workers": { | |
| "total": 0.3846727230288707, | |
| "count": 18192, | |
| "self": 0.0, | |
| "children": { | |
| "worker_root": { | |
| "total": 609.947789947973, | |
| "count": 18192, | |
| "is_parallel": true, | |
| "self": 280.5846521969481, | |
| "children": { | |
| "run_training.setup": { | |
| "total": 0.0, | |
| "count": 0, | |
| "is_parallel": true, | |
| "self": 0.0, | |
| "children": { | |
| "steps_from_proto": { | |
| "total": 0.004018297000129678, | |
| "count": 1, | |
| "is_parallel": true, | |
| "self": 0.0013999530003729888, | |
| "children": { | |
| "_process_rank_one_or_two_observation": { | |
| "total": 0.0026183439997566893, | |
| "count": 10, | |
| "is_parallel": true, | |
| "self": 0.0026183439997566893 | |
| } | |
| } | |
| }, | |
| "UnityEnvironment.step": { | |
| "total": 0.05067656799997167, | |
| "count": 1, | |
| "is_parallel": true, | |
| "self": 0.0007015669998509111, | |
| "children": { | |
| "UnityEnvironment._generate_step_input": { | |
| "total": 0.0004530890000751242, | |
| "count": 1, | |
| "is_parallel": true, | |
| "self": 0.0004530890000751242 | |
| }, | |
| "communicator.exchange": { | |
| "total": 0.046940121000034196, | |
| "count": 1, | |
| "is_parallel": true, | |
| "self": 0.046940121000034196 | |
| }, | |
| "steps_from_proto": { | |
| "total": 0.0025817910000114352, | |
| "count": 1, | |
| "is_parallel": true, | |
| "self": 0.0005621379996227915, | |
| "children": { | |
| "_process_rank_one_or_two_observation": { | |
| "total": 0.0020196530003886437, | |
| "count": 10, | |
| "is_parallel": true, | |
| "self": 0.0020196530003886437 | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| "UnityEnvironment.step": { | |
| "total": 329.36313775102485, | |
| "count": 18191, | |
| "is_parallel": true, | |
| "self": 14.248947150019376, | |
| "children": { | |
| "UnityEnvironment._generate_step_input": { | |
| "total": 7.685409576959955, | |
| "count": 18191, | |
| "is_parallel": true, | |
| "self": 7.685409576959955 | |
| }, | |
| "communicator.exchange": { | |
| "total": 256.1507111789997, | |
| "count": 18191, | |
| "is_parallel": true, | |
| "self": 256.1507111789997 | |
| }, | |
| "steps_from_proto": { | |
| "total": 51.27806984504582, | |
| "count": 18191, | |
| "is_parallel": true, | |
| "self": 9.169200112966337, | |
| "children": { | |
| "_process_rank_one_or_two_observation": { | |
| "total": 42.108869732079484, | |
| "count": 181910, | |
| "is_parallel": true, | |
| "self": 42.108869732079484 | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| "trainer_advance": { | |
| "total": 169.70971116900319, | |
| "count": 18192, | |
| "self": 0.85882243900096, | |
| "children": { | |
| "process_trajectory": { | |
| "total": 30.134976174002986, | |
| "count": 18192, | |
| "self": 29.748762183002782, | |
| "children": { | |
| "RLTrainer._checkpoint": { | |
| "total": 0.38621399100020426, | |
| "count": 4, | |
| "self": 0.38621399100020426 | |
| } | |
| } | |
| }, | |
| "_update_policy": { | |
| "total": 138.71591255599924, | |
| "count": 90, | |
| "self": 50.52282776898619, | |
| "children": { | |
| "TorchPPOOptimizer.update": { | |
| "total": 88.19308478701305, | |
| "count": 4587, | |
| "self": 88.19308478701305 | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| "trainer_threads": { | |
| "total": 1.1460001587693114e-06, | |
| "count": 1, | |
| "self": 1.1460001587693114e-06 | |
| }, | |
| "TrainerController._save_models": { | |
| "total": 0.07524346899981538, | |
| "count": 1, | |
| "self": 0.0012593619999279326, | |
| "children": { | |
| "RLTrainer._checkpoint": { | |
| "total": 0.07398410699988744, | |
| "count": 1, | |
| "self": 0.07398410699988744 | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } |