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poca-SoccerTwos

Reinforcement Learning
ml-agents
TensorBoard
ONNX
SoccerTwos
deep-reinforcement-learning
ML-Agents-SoccerTwos
Model card Files Metrics Community
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  1. SoccerTwos.onnx +1 -1
  2. SoccerTwos/SoccerTwos-7999958.onnx +3 -0
  3. SoccerTwos/SoccerTwos-7999958.pt +3 -0
  4. SoccerTwos/SoccerTwos-8499893.onnx +3 -0
  5. SoccerTwos/SoccerTwos-8499893.pt +3 -0
  6. SoccerTwos/SoccerTwos-8999910.onnx +3 -0
  7. SoccerTwos/SoccerTwos-8999910.pt +3 -0
  8. SoccerTwos/SoccerTwos-9499922.onnx +3 -0
  9. SoccerTwos/SoccerTwos-9499922.pt +3 -0
  10. SoccerTwos/SoccerTwos-9556646.onnx +3 -0
  11. SoccerTwos/SoccerTwos-9556646.pt +3 -0
  12. SoccerTwos/checkpoint.pt +2 -2
  13. SoccerTwos/events.out.tfevents.1740271207.SLAItest.local.55644.0 +3 -0
  14. config.json +1 -1
  15. configuration.yaml +2 -2
  16. run_logs/Player-0.log +1092 -49
  17. run_logs/timers.json +176 -232
  18. run_logs/training_status.json +36 -18
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config.json CHANGED
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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": 5000000, "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": "/content/SoccerTwos.x86_64", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "timeout_wait": 60, "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, "no_graphics_monitor": false}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "initialize_from": null, "load_model": false, "resume": false, "force": true, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
 
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configuration.yaml CHANGED
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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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  Begin MonoManager ReloadAssembly
13
+ - Completed reload, in 0.052 seconds
14
  ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
15
  ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
16
  ERROR: Shader Legacy Shaders/VertexLit 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: 0.337167 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
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  TOO LONG
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  TOO LONG
 
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+ TOO LONG
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+ TOO LONG
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+ TOO LONG
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+ TOO LONG
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+ TOO LONG
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+ TOO LONG
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+ TOO LONG
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+ TOO LONG
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+ TOO LONG
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+ TOO LONG
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+ TOO LONG
1610
+ TOO LONG
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+ TOO LONG
1612
+ TOO LONG
1613
+ TOO LONG
1614
+ TOO LONG
1615
+ GRPC Exception: Status(StatusCode=Unknown, Detail="Exception calling application: [Errno 32] Broken pipe"). Disconnecting from trainer.
1616
+ Thread 0x16d35f000 may have been prematurely finalized
1617
  Setting up 6 worker threads for Enlighten.
1618
  Memory Statistics:
1619
  [ALLOC_TEMP_TLS] TLS Allocator
1620
  StackAllocators :
1621
  [ALLOC_TEMP_MAIN]
1622
+ Peak usage frame count: [8.0 KB-16.0 KB]: 182014 frames, [2.0 MB-4.0 MB]: 1 frames
1623
  Initial Block Size 4.0 MB
1624
  Current Block Size 4.0 MB
1625
  Peak Allocated Bytes 2.1 MB
 
1631
  Overflow Count 0
1632
  [ALLOC_TEMP_Loading.PreloadManager]
1633
  Initial Block Size 256.0 KB
1634
+ Current Block Size 256.0 KB
1635
+ Peak Allocated Bytes 78.7 KB
1636
  Overflow Count 4
1637
  [ALLOC_TEMP_Background Job.Worker 8]
1638
  Initial Block Size 32.0 KB
 
1682
  [ALLOC_TEMP_Job.Worker 3]
1683
  Initial Block Size 256.0 KB
1684
  Current Block Size 256.0 KB
1685
+ Peak Allocated Bytes 0.7 KB
1686
  Overflow Count 0
1687
  [ALLOC_TEMP_Background Job.Worker 12]
1688
  Initial Block Size 32.0 KB
 
1727
  [ALLOC_TEMP_Job.Worker 9]
1728
  Initial Block Size 256.0 KB
1729
  Current Block Size 256.0 KB
1730
+ Peak Allocated Bytes 0 B
1731
  Overflow Count 0
1732
  [ALLOC_TEMP_Background Job.Worker 13]
1733
  Initial Block Size 32.0 KB
 
1739
  Current Block Size 256.0 KB
1740
  Peak Allocated Bytes 0 B
1741
  Overflow Count 0
1742
+ [ALLOC_TEMP_OSX HID Input]
1743
+ Initial Block Size 64.0 KB
1744
+ Current Block Size 64.0 KB
1745
+ Peak Allocated Bytes 0 B
1746
+ Overflow Count 0
1747
  [ALLOC_TEMP_Job.Worker 7]
1748
  Initial Block Size 256.0 KB
1749
  Current Block Size 256.0 KB
 
1790
  Peak Allocated Bytes 0 B
1791
  Overflow Count 0
1792
  [ALLOC_DEFAULT] Dual Thread Allocator
1793
+ Peak main deferred allocation count 4
1794
  [ALLOC_BUCKET]
1795
  Large Block size 4.0 MB
1796
  Used Block count 1
1797
  Peak Allocated bytes 1.0 MB
1798
  [ALLOC_DEFAULT_MAIN]
1799
+ Peak usage frame count: [4.0 MB-8.0 MB]: 182015 frames
1800
  Requested Block Size 16.0 MB
1801
  Peak Block count 1
1802
+ Peak Allocated memory 5.1 MB
1803
  Peak Large allocation bytes 0 B
1804
  [ALLOC_DEFAULT_THREAD]
1805
+ Peak usage frame count: [16.0 MB-32.0 MB]: 182015 frames
1806
  Requested Block Size 16.0 MB
1807
  Peak Block count 1
1808
  Peak Allocated memory 17.3 MB
 
1834
  Used Block count 1
1835
  Peak Allocated bytes 1.0 MB
1836
  [ALLOC_GFX_MAIN]
1837
+ Peak usage frame count: [32.0 KB-64.0 KB]: 182014 frames, [64.0 KB-128.0 KB]: 1 frames
1838
  Requested Block Size 16.0 MB
1839
  Peak Block count 1
1840
  Peak Allocated memory 65.6 KB
1841
  Peak Large allocation bytes 0 B
1842
  [ALLOC_GFX_THREAD]
1843
+ Peak usage frame count: [128.0 KB-256.0 KB]: 182015 frames
1844
  Requested Block Size 16.0 MB
1845
  Peak Block count 1
1846
  Peak Allocated memory 173.5 KB
 
1852
  Used Block count 1
1853
  Peak Allocated bytes 1.0 MB
1854
  [ALLOC_CACHEOBJECTS_MAIN]
1855
+ Peak usage frame count: [0.5 MB-1.0 MB]: 182015 frames
1856
  Requested Block Size 4.0 MB
1857
  Peak Block count 1
1858
  Peak Allocated memory 0.6 MB
1859
  Peak Large allocation bytes 0 B
1860
  [ALLOC_CACHEOBJECTS_THREAD]
1861
+ Peak usage frame count: [0.5 MB-1.0 MB]: 182014 frames, [2.0 MB-4.0 MB]: 1 frames
1862
  Requested Block Size 4.0 MB
1863
+ Peak Block count 1
1864
+ Peak Allocated memory 3.4 MB
1865
  Peak Large allocation bytes 0 B
1866
  [ALLOC_TYPETREE] Dual Thread Allocator
1867
  Peak main deferred allocation count 0
 
1870
  Used Block count 1
1871
  Peak Allocated bytes 1.0 MB
1872
  [ALLOC_TYPETREE_MAIN]
1873
+ Peak usage frame count: [0-1.0 KB]: 182015 frames
1874
  Requested Block Size 2.0 MB
1875
  Peak Block count 1
1876
  Peak Allocated memory 1.0 KB
1877
  Peak Large allocation bytes 0 B
1878
  [ALLOC_TYPETREE_THREAD]
1879
+ Peak usage frame count: [1.0 KB-2.0 KB]: 182014 frames, [2.0 KB-4.0 KB]: 1 frames
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  Requested Block Size 2.0 MB
1881
  Peak Block count 1
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  Peak Allocated memory 2.2 KB
run_logs/timers.json CHANGED
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