LuniLand commited on
Commit
af76901
1 Parent(s): 6a69e57

First Push`

Browse files
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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:
18
+
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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: LuniLand/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
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+ behaviors:
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+ SoccerTwos:
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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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+ lambd: 0.95
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+ num_epoch: 3
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+ learning_rate_schedule: constant
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+ beta_schedule: constant
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+ epsilon_schedule: constant
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+ checkpoint_interval: 500000
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+ network_settings:
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+ normalize: false
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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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+ deterministic: false
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+ reward_signals:
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+ extrinsic:
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+ gamma: 0.99
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+ strength: 1.0
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+ network_settings:
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+ normalize: false
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+ hidden_units: 128
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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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+ deterministic: false
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+ init_path: null
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+ keep_checkpoints: 5
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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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+ env_settings:
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+ env_path: ./training-envs-executables/SoccerTwos/SoccerTwos.exe
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+ env_args: null
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+ base_port: 5005
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+ num_envs: 1
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+ num_areas: 1
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+ seed: -1
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+ max_lifetime_restarts: 10
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+ restarts_rate_limit_n: 1
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+ restarts_rate_limit_period_s: 60
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+ engine_settings:
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+ width: 84
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+ height: 84
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+ quality_level: 5
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+ time_scale: 20
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+ target_frame_rate: -1
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+ capture_frame_rate: 60
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+ no_graphics: true
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+ environment_parameters: null
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+ checkpoint_settings:
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+ run_id: SoccerTwos-v2
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+ initialize_from: null
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+ load_model: false
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+ resume: false
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+ force: false
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+ train_model: false
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+ inference: false
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+ results_dir: results
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+ torch_settings:
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+ device: null
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+ debug: false
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+ ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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+ WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
18
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
19
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
20
+ ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
21
+ WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
22
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
23
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
24
+ WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
25
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
26
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
27
+ ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
28
+ WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
29
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
30
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
31
+ WARNING: Shader Unsupported: 'Standard' - All subshaders removed
32
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
33
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
34
+ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
35
+ WARNING: Shader Unsupported: 'Standard' - All subshaders removed
36
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
37
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
38
+ UnloadTime: 0.858300 ms
39
+ Registered Communicator in Agent.
40
+ ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
41
+ TOO LONG
42
+ TOO LONG
43
+ TOO LONG
44
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45
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46
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47
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48
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49
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569
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819
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829
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848
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849
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7434
+ TOO LONG
7435
+ TOO LONG
7436
+ TOO LONG
7437
+ TOO LONG
7438
+ TOO LONG
7439
+ TOO LONG
7440
+ TOO LONG
7441
+ TOO LONG
7442
+ TOO LONG
7443
+ TOO LONG
7444
+ TOO LONG
7445
+ TOO LONG
7446
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7447
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7448
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7449
+ TOO LONG
7450
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7451
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7452
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7453
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7454
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7455
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7456
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7457
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7458
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7459
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7460
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7461
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7462
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7463
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7464
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7465
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7466
+ TOO LONG
7467
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7468
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7469
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7470
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7471
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7472
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7473
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7474
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7475
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7476
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7477
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7478
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7479
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7480
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7481
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7482
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7483
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7484
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7485
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7486
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7487
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7488
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7489
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7490
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7491
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7492
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7506
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7507
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7508
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7516
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7522
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7526
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7527
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7528
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7529
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7530
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7531
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7532
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7533
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7534
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7537
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7551
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7567
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7577
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7581
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7582
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7586
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7587
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7592
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7601
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7602
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7603
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7606
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7607
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7608
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7610
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7611
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7612
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7613
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7615
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7616
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7620
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7621
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7622
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7623
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7625
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7626
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7627
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7628
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7632
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7635
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7636
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7637
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7640
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7641
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