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  1. SoccerTwos.onnx +2 -2
  2. SoccerTwos/{SoccerTwos-18499983.onnx β†’ SoccerTwos-17999994.onnx} +2 -2
  3. SoccerTwos/{SoccerTwos-18499983.pt β†’ SoccerTwos-17999994.pt} +2 -2
  4. SoccerTwos/SoccerTwos-19499977.pt +0 -3
  5. SoccerTwos/{SoccerTwos-19499977.onnx β†’ SoccerTwos-19789151.onnx} +2 -2
  6. SoccerTwos/{SoccerTwos-18999930.pt β†’ SoccerTwos-19789151.pt} +2 -2
  7. SoccerTwos/{SoccerTwos-18999930.onnx β†’ SoccerTwos-19837975.onnx} +2 -2
  8. SoccerTwos/SoccerTwos-19837975.pt +3 -0
  9. SoccerTwos/{SoccerTwos-19999972.onnx β†’ SoccerTwos-19999946.onnx} +2 -2
  10. SoccerTwos/SoccerTwos-19999946.pt +3 -0
  11. SoccerTwos/SoccerTwos-19999972.pt +0 -3
  12. SoccerTwos/SoccerTwos-20000023.onnx +3 -0
  13. SoccerTwos/SoccerTwos-20000023.pt +3 -0
  14. SoccerTwos/SoccerTwos-20000054.onnx +0 -3
  15. SoccerTwos/SoccerTwos-20000054.pt +0 -3
  16. SoccerTwos/checkpoint.pt +2 -2
  17. SoccerTwos/events.out.tfevents.1676586493.jonatan-System-Product-Name.455390.0 +0 -3
  18. SoccerTwos/events.out.tfevents.1676598790.jonatan-System-Product-Name.511653.0 +0 -3
  19. SoccerTwos/events.out.tfevents.1677259233.jonatan-System-Product-Name.123153.0 +3 -0
  20. SoccerTwos/events.out.tfevents.1677263177.jonatan-System-Product-Name.149092.0 +3 -0
  21. SoccerTwos/events.out.tfevents.1677263221.jonatan-System-Product-Name.149679.0 +3 -0
  22. SoccerTwos/events.out.tfevents.1677268561.jonatan-System-Product-Name.188030.0 +3 -0
  23. SoccerTwos/events.out.tfevents.1677268593.jonatan-System-Product-Name.188330.0 +3 -0
  24. SoccerTwos/events.out.tfevents.1677270986.jonatan-System-Product-Name.205076.0 +3 -0
  25. SoccerTwos/events.out.tfevents.1677271047.jonatan-System-Product-Name.205591.0 +3 -0
  26. SoccerTwos/events.out.tfevents.1677274013.jonatan-System-Product-Name.221033.0 +3 -0
  27. SoccerTwos/events.out.tfevents.1677274039.jonatan-System-Product-Name.221323.0 +3 -0
  28. SoccerTwos/events.out.tfevents.1677274891.jonatan-System-Product-Name.227126.0 +3 -0
  29. SoccerTwos/events.out.tfevents.1677274948.jonatan-System-Product-Name.227618.0 +3 -0
  30. SoccerTwos/events.out.tfevents.1677275258.jonatan-System-Product-Name.230117.0 +3 -0
  31. SoccerTwos/events.out.tfevents.1677275483.jonatan-System-Product-Name.232594.0 +3 -0
  32. SoccerTwos/events.out.tfevents.1677277644.jonatan-System-Product-Name.251174.0 +3 -0
  33. SoccerTwos/events.out.tfevents.1677277711.jonatan-System-Product-Name.251671.0 +3 -0
  34. config.json +1 -1
  35. configuration.yaml +21 -21
  36. run_logs/Player-0.log +16 -21
  37. run_logs/Player-1.log +304 -0
  38. run_logs/Player-2.log +304 -0
  39. run_logs/Player-3.log +304 -0
  40. run_logs/Player-4.log +304 -0
  41. run_logs/Player-5.log +304 -0
  42. run_logs/Player-6.log +304 -0
  43. run_logs/Player-7.log +304 -0
  44. run_logs/timers.json +201 -201
  45. run_logs/training_status.json +26 -26
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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": 20000000, "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": "ml-agents/training-envs-executables/SoccerTwos/SoccerTwos.x86_64", "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": "SoccerTwosNew", "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": 4096, "buffer_size": 65536, "learning_rate": 0.001, "beta": 0.01, "epsilon": 0.5, "lambd": 0.95, "num_epoch": 4, "learning_rate_schedule": "linear", "beta_schedule": "linear", "epsilon_schedule": "linear"}, "checkpoint_interval": 2000000, "network_settings": {"normalize": false, "hidden_units": 768, "num_layers": 4, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.995, "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": 20000000, "time_horizon": 256, "summary_freq": 50000, "threaded": false, "self_play": {"save_steps": 100000, "team_change": 500000, "swap_steps": 2000, "window": 20, "play_against_latest_model_ratio": 0.25, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "ml-agents/training-envs-executables/SoccerTwos/SoccerTwos.x86_64", "env_args": null, "base_port": 5005, "num_envs": 4, "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": "0030", "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
@@ -3,28 +3,28 @@ behaviors:
3
  SoccerTwos:
4
  trainer_type: poca
5
  hyperparameters:
6
- batch_size: 2048
7
- buffer_size: 20480
8
- learning_rate: 0.0003
9
- beta: 0.005
10
- epsilon: 0.2
11
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12
- num_epoch: 3
13
- learning_rate_schedule: constant
14
- beta_schedule: constant
15
- epsilon_schedule: constant
16
- checkpoint_interval: 500000
17
  network_settings:
18
  normalize: false
19
- hidden_units: 512
20
- num_layers: 2
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  vis_encode_type: simple
22
  memory: null
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  goal_conditioning_type: hyper
24
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25
  reward_signals:
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27
- gamma: 0.99
28
  strength: 1.0
29
  network_settings:
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@@ -38,22 +38,22 @@ behaviors:
38
  keep_checkpoints: 5
39
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40
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41
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42
- summary_freq: 10000
43
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44
  self_play:
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- save_steps: 50000
46
- team_change: 200000
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  swap_steps: 2000
48
- window: 10
49
- play_against_latest_model_ratio: 0.5
50
  initial_elo: 1200.0
51
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52
  env_settings:
53
  env_path: ml-agents/training-envs-executables/SoccerTwos/SoccerTwos.x86_64
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55
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56
- num_envs: 1
57
  num_areas: 1
58
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59
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@@ -69,7 +69,7 @@ engine_settings:
69
  no_graphics: true
70
  environment_parameters: null
71
  checkpoint_settings:
72
- run_id: SoccerTwosNew
73
  initialize_from: null
74
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75
  resume: true
 
3
  SoccerTwos:
4
  trainer_type: poca
5
  hyperparameters:
6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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24
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25
  reward_signals:
26
  extrinsic:
27
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28
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29
  network_settings:
30
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38
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39
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40
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41
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42
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43
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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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50
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51
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52
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53
  env_path: ml-agents/training-envs-executables/SoccerTwos/SoccerTwos.x86_64
54
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55
  base_port: 5005
56
+ num_envs: 4
57
  num_areas: 1
58
  seed: -1
59
  max_lifetime_restarts: 10
 
69
  no_graphics: true
70
  environment_parameters: null
71
  checkpoint_settings:
72
+ run_id: '0030'
73
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74
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75
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304
+ Peak Large allocation bytes 0 B
run_logs/Player-4.log ADDED
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+ Mono config path = '/home/jonatan/PycharmProjects/HuggingFaceDLUnit7/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
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+ [Subsystems] Discovering subsystems at path /home/jonatan/PycharmProjects/HuggingFaceDLUnit7/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
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+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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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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+ ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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+ WARNING: Shader Unsupported: 'Autodesk Interactive' - 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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+ 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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+ 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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+ UnloadTime: 0.441047 ms
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+ Registered Communicator in Agent.
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226
+ Peak usage frame count: [16.0 MB-32.0 MB]: 579 frames
227
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230
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231
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233
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+ Initial Block Size 2.0 MB
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246
+ [ALLOC_TEMP_JOB_ASYNC (Background)]
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248
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251
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252
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254
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255
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256
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257
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258
+ Peak usage frame count: [32.0 KB-64.0 KB]: 578 frames, [64.0 KB-128.0 KB]: 1 frames
259
+ Requested Block Size 16.0 MB
260
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261
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262
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263
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264
+ Peak usage frame count: [128.0 KB-256.0 KB]: 579 frames
265
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266
+ Peak Block count 1
267
+ Peak Allocated memory 173.5 KB
268
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269
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270
+ Peak main deferred allocation count 0
271
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272
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273
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274
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275
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276
+ Peak usage frame count: [0.5 MB-1.0 MB]: 579 frames
277
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278
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279
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280
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282
+ Peak usage frame count: [0.5 MB-1.0 MB]: 578 frames, [4.0 MB-8.0 MB]: 1 frames
283
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284
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285
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286
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287
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288
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289
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290
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291
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292
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293
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294
+ Peak usage frame count: [0-1.0 KB]: 579 frames
295
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296
+ Peak Block count 1
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298
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+ Peak usage frame count: [1.0 KB-2.0 KB]: 578 frames, [2.0 KB-4.0 KB]: 1 frames
301
+ Requested Block Size 2.0 MB
302
+ Peak Block count 1
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+ Peak Allocated memory 2.2 KB
304
+ Peak Large allocation bytes 0 B
run_logs/Player-5.log ADDED
@@ -0,0 +1,304 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ Mono path[0] = '/home/jonatan/PycharmProjects/HuggingFaceDLUnit7/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
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+ Mono config path = '/home/jonatan/PycharmProjects/HuggingFaceDLUnit7/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
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+ Preloaded 'lib_burst_generated.so'
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+ Preloaded 'libgrpc_csharp_ext.x64.so'
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