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poca-SoccerTwos

Reinforcement Learning
ml-agents
TensorBoard
ONNX
unity-ml-agents
deep-reinforcement-learning
ML-Agents-SoccerTwos
Model card Files Metrics Community
Your-Cheese commited on
Commit
5583647
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1 Parent(s): be88c03

Actually trained`

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Files changed (30) hide show
  1. SoccerTwos.onnx +1 -1
  2. SoccerTwos/SoccerTwos-362444.onnx +0 -3
  3. SoccerTwos/SoccerTwos-362444.pt +0 -3
  4. SoccerTwos/{SoccerTwos-3999968.onnx → SoccerTwos-3737974.onnx} +1 -1
  5. SoccerTwos/{SoccerTwos-3999968.pt → SoccerTwos-3737974.pt} +1 -1
  6. SoccerTwos/{SoccerTwos-4499662.onnx → SoccerTwos-3999995.onnx} +1 -1
  7. SoccerTwos/{SoccerTwos-4499662.pt → SoccerTwos-3999995.pt} +1 -1
  8. SoccerTwos/{SoccerTwos-3562372.onnx → SoccerTwos-4499984.onnx} +1 -1
  9. SoccerTwos/{SoccerTwos-4999554.pt → SoccerTwos-4499984.pt} +1 -1
  10. SoccerTwos/{SoccerTwos-4999554.onnx → SoccerTwos-4999958.onnx} +1 -1
  11. SoccerTwos/{SoccerTwos-3562372.pt → SoccerTwos-4999958.pt} +1 -1
  12. SoccerTwos/SoccerTwos-5000002.onnx +3 -0
  13. SoccerTwos/SoccerTwos-5000002.pt +3 -0
  14. SoccerTwos/SoccerTwos-5000554.onnx +0 -3
  15. SoccerTwos/SoccerTwos-5000554.pt +0 -3
  16. SoccerTwos/SoccerTwos-62540.onnx +0 -3
  17. SoccerTwos/SoccerTwos-62540.pt +0 -3
  18. SoccerTwos/checkpoint.pt +1 -1
  19. SoccerTwos/events.out.tfevents.1677214814.CheesyPC.23620.0 +0 -3
  20. SoccerTwos/events.out.tfevents.1677217570.CheesyPC.13828.0 +0 -3
  21. SoccerTwos/events.out.tfevents.1677217704.CheesyPC.9556.0 +0 -3
  22. SoccerTwos/events.out.tfevents.1677220705.CheesyPC.2364.0 +0 -3
  23. SoccerTwos/events.out.tfevents.1677220855.CheesyPC.7804.0 +0 -3
  24. SoccerTwos/{SoccerTwos-194086.onnx → events.out.tfevents.1677223955.CheesyPC.3816.0} +2 -2
  25. SoccerTwos/{SoccerTwos-194086.pt → events.out.tfevents.1677274648.CheesyPC.15008.0} +2 -2
  26. config.json +1 -1
  27. configuration.yaml +3 -3
  28. run_logs/Player-0.log +22 -677
  29. run_logs/timers.json +180 -180
  30. run_logs/training_status.json +26 -26
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config.json CHANGED
@@ -1 +1 @@
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- {"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 128, "buffer_size": 409600, "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": "resnet", "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": 0.6, "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": true, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
 
1
+ {"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 128, "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": "resnet", "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": "./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-2", "initialize_from": null, "load_model": false, "resume": true, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
configuration.yaml CHANGED
@@ -4,7 +4,7 @@ behaviors:
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  trainer_type: poca
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  hyperparameters:
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  batch_size: 128
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- buffer_size: 409600
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  learning_rate: 0.0003
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  beta: 0.005
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  epsilon: 0.2
@@ -46,7 +46,7 @@ behaviors:
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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: 0.6
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  initial_elo: 1200.0
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  behavioral_cloning: null
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  env_settings:
@@ -69,7 +69,7 @@ engine_settings:
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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
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  initialize_from: null
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  load_model: false
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  resume: true
 
4
  trainer_type: poca
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  hyperparameters:
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  batch_size: 128
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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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  team_change: 200000
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  swap_steps: 2000
48
  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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  no_graphics: true
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  environment_parameters: null
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  checkpoint_settings:
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+ run_id: SoccerTwos-2
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run_logs/Player-0.log CHANGED
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  Renderer: Null Device
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  Vendor: Unity Technologies
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  Begin MonoManager ReloadAssembly
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- - Completed reload, in 0.047 seconds
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  ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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  Microsoft Media Foundation video decoding to texture disabled: graphics device is Null, only Direct3D 11 and Direct3D 12 (only on desktop) are supported for hardware-accelerated video decoding.
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  ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
@@ -35,670 +35,15 @@ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/f
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  WARNING: Shader Unsupported: 'Standard' - All subshaders removed
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  WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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  WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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696
  Setting up 12 worker threads for Enlighten.
697
  Memory Statistics:
698
  [ALLOC_TEMP_TLS] TLS Allocator
699
  StackAllocators :
700
  [ALLOC_TEMP_MAIN]
701
- Peak usage frame count: [8.0 KB-16.0 KB]: 27927 frames, [2.0 MB-4.0 MB]: 1 frames
702
  Initial Block Size 4.0 MB
703
  Current Block Size 4.0 MB
704
  Peak Allocated Bytes 2.0 MB
@@ -738,12 +83,12 @@ Memory Statistics:
738
  Current Block Size 256.0 KB
739
  Peak Allocated Bytes 0 B
740
  Overflow Count 0
741
- [ALLOC_TEMP_Job.Worker 17]
742
  Initial Block Size 256.0 KB
743
  Current Block Size 256.0 KB
744
  Peak Allocated Bytes 54 B
745
  Overflow Count 0
746
- [ALLOC_TEMP_Job.Worker 14]
747
  Initial Block Size 256.0 KB
748
  Current Block Size 256.0 KB
749
  Peak Allocated Bytes 54 B
@@ -801,7 +146,7 @@ Memory Statistics:
801
  [ALLOC_TEMP_Job.Worker 20]
802
  Initial Block Size 256.0 KB
803
  Current Block Size 256.0 KB
804
- Peak Allocated Bytes 54 B
805
  Overflow Count 0
806
  [ALLOC_TEMP_Job.Worker 11]
807
  Initial Block Size 256.0 KB
@@ -831,19 +176,19 @@ Memory Statistics:
831
  [ALLOC_TEMP_Job.Worker 21]
832
  Initial Block Size 256.0 KB
833
  Current Block Size 256.0 KB
834
- Peak Allocated Bytes 0.8 KB
835
  Overflow Count 0
836
  [ALLOC_TEMP_Job.Worker 5]
837
  Initial Block Size 256.0 KB
838
  Current Block Size 256.0 KB
839
  Peak Allocated Bytes 0 B
840
  Overflow Count 0
841
- [ALLOC_TEMP_Background Job.Worker 9]
842
  Initial Block Size 32.0 KB
843
  Current Block Size 32.0 KB
844
  Peak Allocated Bytes 54 B
845
  Overflow Count 0
846
- [ALLOC_TEMP_Background Job.Worker 14]
847
  Initial Block Size 32.0 KB
848
  Current Block Size 32.0 KB
849
  Peak Allocated Bytes 54 B
@@ -908,12 +253,12 @@ Memory Statistics:
908
  Current Block Size 256.0 KB
909
  Peak Allocated Bytes 54 B
910
  Overflow Count 0
911
- [ALLOC_TEMP_Job.Worker 12]
912
  Initial Block Size 256.0 KB
913
  Current Block Size 256.0 KB
914
  Peak Allocated Bytes 54 B
915
  Overflow Count 0
916
- [ALLOC_TEMP_Job.Worker 19]
917
  Initial Block Size 256.0 KB
918
  Current Block Size 256.0 KB
919
  Peak Allocated Bytes 54 B
@@ -924,22 +269,22 @@ Memory Statistics:
924
  Peak Allocated Bytes 441 B
925
  Overflow Count 0
926
  [ALLOC_DEFAULT] Dual Thread Allocator
927
- Peak main deferred allocation count 8
928
  [ALLOC_BUCKET]
929
  Large Block size 4.0 MB
930
  Used Block count 1
931
  Peak Allocated bytes 0.9 MB
932
  [ALLOC_DEFAULT_MAIN]
933
- Peak usage frame count: [4.0 MB-8.0 MB]: 27928 frames
934
  Requested Block Size 16.0 MB
935
  Peak Block count 1
936
- Peak Allocated memory 5.0 MB
937
  Peak Large allocation bytes 0 B
938
  [ALLOC_DEFAULT_THREAD]
939
- Peak usage frame count: [16.0 MB-32.0 MB]: 27928 frames
940
  Requested Block Size 16.0 MB
941
  Peak Block count 1
942
- Peak Allocated memory 17.3 MB
943
  Peak Large allocation bytes 16.0 MB
944
  [ALLOC_TEMP_JOB_1_FRAME]
945
  Initial Block Size 2.0 MB
@@ -968,13 +313,13 @@ Memory Statistics:
968
  Used Block count 1
969
  Peak Allocated bytes 0.9 MB
970
  [ALLOC_GFX_MAIN]
971
- Peak usage frame count: [32.0 KB-64.0 KB]: 27927 frames, [64.0 KB-128.0 KB]: 1 frames
972
  Requested Block Size 16.0 MB
973
  Peak Block count 1
974
  Peak Allocated memory 65.6 KB
975
  Peak Large allocation bytes 0 B
976
  [ALLOC_GFX_THREAD]
977
- Peak usage frame count: [128.0 KB-256.0 KB]: 27928 frames
978
  Requested Block Size 16.0 MB
979
  Peak Block count 1
980
  Peak Allocated memory 173.6 KB
@@ -986,13 +331,13 @@ Memory Statistics:
986
  Used Block count 1
987
  Peak Allocated bytes 0.9 MB
988
  [ALLOC_CACHEOBJECTS_MAIN]
989
- Peak usage frame count: [0.5 MB-1.0 MB]: 27928 frames
990
  Requested Block Size 4.0 MB
991
  Peak Block count 1
992
  Peak Allocated memory 0.6 MB
993
  Peak Large allocation bytes 0 B
994
  [ALLOC_CACHEOBJECTS_THREAD]
995
- Peak usage frame count: [0.5 MB-1.0 MB]: 27927 frames, [2.0 MB-4.0 MB]: 1 frames
996
  Requested Block Size 4.0 MB
997
  Peak Block count 1
998
  Peak Allocated memory 3.2 MB
@@ -1004,13 +349,13 @@ Memory Statistics:
1004
  Used Block count 1
1005
  Peak Allocated bytes 0.9 MB
1006
  [ALLOC_TYPETREE_MAIN]
1007
- Peak usage frame count: [0-1.0 KB]: 27928 frames
1008
  Requested Block Size 2.0 MB
1009
  Peak Block count 1
1010
  Peak Allocated memory 1.0 KB
1011
  Peak Large allocation bytes 0 B
1012
  [ALLOC_TYPETREE_THREAD]
1013
- Peak usage frame count: [1.0 KB-2.0 KB]: 27927 frames, [2.0 KB-4.0 KB]: 1 frames
1014
  Requested Block Size 2.0 MB
1015
  Peak Block count 1
1016
  Peak Allocated memory 2.2 KB
 
9
  Renderer: Null Device
10
  Vendor: Unity Technologies
11
  Begin MonoManager ReloadAssembly
12
+ - Completed reload, in 10.043 seconds
13
  ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
14
  Microsoft Media Foundation video decoding to texture disabled: graphics device is Null, only Direct3D 11 and Direct3D 12 (only on desktop) are supported for hardware-accelerated video decoding.
15
  ERROR: Shader Sprites/Mask 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: 0.416000 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
  Setting up 12 worker threads for Enlighten.
42
  Memory Statistics:
43
  [ALLOC_TEMP_TLS] TLS Allocator
44
  StackAllocators :
45
  [ALLOC_TEMP_MAIN]
46
+ Peak usage frame count: [8.0 KB-16.0 KB]: 23846 frames, [2.0 MB-4.0 MB]: 1 frames
47
  Initial Block Size 4.0 MB
48
  Current Block Size 4.0 MB
49
  Peak Allocated Bytes 2.0 MB
 
83
  Current Block Size 256.0 KB
84
  Peak Allocated Bytes 0 B
85
  Overflow Count 0
86
+ [ALLOC_TEMP_Job.Worker 14]
87
  Initial Block Size 256.0 KB
88
  Current Block Size 256.0 KB
89
  Peak Allocated Bytes 54 B
90
  Overflow Count 0
91
+ [ALLOC_TEMP_Job.Worker 17]
92
  Initial Block Size 256.0 KB
93
  Current Block Size 256.0 KB
94
  Peak Allocated Bytes 54 B
 
146
  [ALLOC_TEMP_Job.Worker 20]
147
  Initial Block Size 256.0 KB
148
  Current Block Size 256.0 KB
149
+ Peak Allocated Bytes 0.8 KB
150
  Overflow Count 0
151
  [ALLOC_TEMP_Job.Worker 11]
152
  Initial Block Size 256.0 KB
 
176
  [ALLOC_TEMP_Job.Worker 21]
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