Hugging Face's logo

oscarb92
/
poca-SoccerTwos

Reinforcement Learning
ml-agents
TensorBoard
ONNX
unity-ml-agents
deep-reinforcement-learning
ML-Agents-SoccerTwos
Model card Files Metrics Community
oscarb92 commited on
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  1. README.md +31 -0
  2. SoccerTwos/SoccerTwos-14999746.onnx +3 -0
  3. SoccerTwos/SoccerTwos-14999746.pt +3 -0
  4. SoccerTwos/SoccerTwos-15499510.onnx +3 -0
  5. SoccerTwos/SoccerTwos-15499510.pt +3 -0
  6. SoccerTwos/SoccerTwos-15999312.onnx +3 -0
  7. SoccerTwos/SoccerTwos-15999312.pt +3 -0
  8. SoccerTwos/SoccerTwos-16499058.onnx +3 -0
  9. SoccerTwos/SoccerTwos-16499058.pt +3 -0
  10. SoccerTwos/SoccerTwos-16999556.onnx +3 -0
  11. SoccerTwos/SoccerTwos-16999556.pt +3 -0
  12. SoccerTwos/checkpoint.pt +3 -0
  13. SoccerTwos/events.out.tfevents.1676227842.dl.235042.0 +3 -0
  14. config.json +1 -0
  15. configuration.yaml +82 -0
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+
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+ ---
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+ tags:
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+ - unity-ml-agents
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+ - ml-agents
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+ - deep-reinforcement-learning
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+ - reinforcement-learning
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+ - ML-Agents-SoccerTwos
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+ library_name: ml-agents
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+ ---
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+
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+ # **poca** Agent playing **SoccerTwos**
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+ This is a trained model of a **poca** agent playing **SoccerTwos** using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
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+
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+ ## Usage (with ML-Agents)
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+ The Documentation: https://github.com/huggingface/ml-agents#get-started
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+ We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
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+
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+
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+ ### Resume the training
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+ ```
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+ mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
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+ ```
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+ ### Watch your Agent play
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+ You can watch your agent **playing directly in your browser:**.
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+
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+ 1. Go to https://huggingface.co/spaces/unity/ML-Agents-SoccerTwos
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+ 2. Step 1: Write your model_id: oscarb92/poca-SoccerTwos
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+ 3. Step 2: Select your *.nn /*.onnx file
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+ 4. Click on Watch the agent play 👀
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+
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+ {"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0003, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "learning_rate_schedule": "constant", "beta_schedule": "constant", "epsilon_schedule": "constant"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 512, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.99, "strength": 1.0, "network_settings": {"normalize": false, "hidden_units": 128, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 50000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 50000, "team_change": 200000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.5, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/SoccerTwos.exe", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "seed": -1, "max_lifetime_restarts": 10, "restarts_rate_limit_n": 1, "restarts_rate_limit_period_s": 60}, "engine_settings": {"width": 84, "height": 84, "quality_level": 5, "time_scale": 20, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "initialize_from": null, "load_model": false, "resume": false, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
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+ default_settings: null
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+ behaviors:
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+ trainer_type: poca
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+ hyperparameters:
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+ batch_size: 2048
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+ buffer_size: 20480
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+ learning_rate: 0.0003
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+ beta: 0.005
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+ epsilon: 0.2
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+ num_epoch: 3
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+ learning_rate_schedule: constant
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+ checkpoint_interval: 500000
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+ network_settings:
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+ num_layers: 2
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+ vis_encode_type: simple
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+ memory: null
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+ goal_conditioning_type: hyper
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+ reward_signals:
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+ gamma: 0.99
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+ strength: 1.0
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+ network_settings:
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+ vis_encode_type: simple
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+ memory: null
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+ goal_conditioning_type: hyper
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+ deterministic: false
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+ even_checkpoints: false
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+ max_steps: 50000000
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+ time_horizon: 1000
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+ summary_freq: 10000
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+ threaded: false
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+ self_play:
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+ save_steps: 50000
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+ team_change: 200000
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+ swap_steps: 2000
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+ window: 10
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+ play_against_latest_model_ratio: 0.5
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+ initial_elo: 1200.0
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+ behavioral_cloning: null
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+ height: 84
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+ quality_level: 5
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+ target_frame_rate: -1
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+ no_graphics: true
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+ initialize_from: null
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8386
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8387
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8388
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8389
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8390
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8391
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8392
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8409
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8471
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8483
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8488
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8491
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8492
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8493
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8495
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8496
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8499
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8500
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8502
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8503
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8504
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8505
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8512
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8516
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8560
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8561
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8562
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8563
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8564
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8565
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8566
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8567
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8568
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8569
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8570
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8571
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8572
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8573
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8574
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8575
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8576
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8577
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8578
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8579
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8580
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8581
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8582
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8583
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8584
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8585
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8586
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8587
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8588
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8589
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8590
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8591
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8592
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8593
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8594
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8595
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8596
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8597
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8598
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8599
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8600
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8601
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8602
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8603
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8604
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8605
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8606
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8607
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8608
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8609
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8610
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8611
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8612
+ TOO LONG
8613
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8614
+ TOO LONG
8615
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8616
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8617
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8618
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8619
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8620
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8621
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8622
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8623
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8624
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8625
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8626
+ TOO LONG
8627
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8628
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8629
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8630
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8631
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8632
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8633
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8634
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8635
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8636
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8637
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8638
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8639
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8640
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8641
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8642
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8643
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8644
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8645
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8646
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8647
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8648
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8649
+ TOO LONG
8650
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8651
+ TOO LONG
8652
+ Setting up 4 worker threads for Enlighten.
8653
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8654
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8655
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8656
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8657
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8658
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8659
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8660
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8661
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8663
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8664
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8665
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8666
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8667
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8668
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8669
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8670
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8671
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8674
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8675
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8676
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8678
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8679
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8680
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8683
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8684
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8685
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8688
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8689
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8690
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8693
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8694
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8695
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8696
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8698
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8699
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8700
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8701
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8702
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8703
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8704
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8705
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8706
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8708
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8709
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8710
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8711
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8712
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8713
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8714
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8715
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8716
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8717
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8718
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8719
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8720
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8721
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8723
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8724
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8725
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8729
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8733
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8734
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8735
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8737
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8738
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8739
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8740
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8741
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8743
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8744
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8745
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8748
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8749
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8750
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8760
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8764
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8768
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8769
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8774
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8775
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8778
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8780
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+ Peak Large allocation bytes 0 B
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