Hugging Face's logo

yangwj2011
/
poca_SoccerTwos

Reinforcement Learning
ml-agents
TensorBoard
ONNX
SoccerTwos
deep-reinforcement-learning
ML-Agents-SoccerTwos
Model card Files Metrics Community
yangwj2011 commited on
Commit
66db9ea
•
1 Parent(s): 657ca80

First Push

Browse files
Files changed (19) hide show
  1. README.md +29 -0
  2. SoccerTwos.onnx +3 -0
  3. SoccerTwos/SoccerTwos-2499979.onnx +3 -0
  4. SoccerTwos/SoccerTwos-2499979.pt +3 -0
  5. SoccerTwos/SoccerTwos-2999861.onnx +3 -0
  6. SoccerTwos/SoccerTwos-2999861.pt +3 -0
  7. SoccerTwos/SoccerTwos-3499963.onnx +3 -0
  8. SoccerTwos/SoccerTwos-3499963.pt +3 -0
  9. SoccerTwos/SoccerTwos-3999948.onnx +3 -0
  10. SoccerTwos/SoccerTwos-3999948.pt +3 -0
  11. SoccerTwos/SoccerTwos-4031102.onnx +3 -0
  12. SoccerTwos/SoccerTwos-4031102.pt +3 -0
  13. SoccerTwos/checkpoint.pt +3 -0
  14. SoccerTwos/events.out.tfevents.1679239733.5c1a479ebd03.5171.0 +3 -0
  15. config.json +1 -0
  16. configuration.yaml +82 -0
  17. run_logs/Player-0.log +1326 -0
  18. run_logs/timers.json +424 -0
  19. run_logs/training_status.json +66 -0
README.md ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: ml-agents
3
+ tags:
4
+ - SoccerTwos
5
+ - deep-reinforcement-learning
6
+ - reinforcement-learning
7
+ - ML-Agents-SoccerTwos
8
+ ---
9
+
10
+ # **poca** Agent playing **SoccerTwos**
11
+ This is a trained model of a **poca** agent playing **SoccerTwos** using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
12
+
13
+ ## Usage (with ML-Agents)
14
+ The Documentation: https://github.com/huggingface/ml-agents#get-started
15
+ We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
16
+
17
+
18
+ ### Resume the training
19
+ ```
20
+ mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
21
+ ```
22
+ ### Watch your Agent play
23
+ You can watch your agent **playing directly in your browser:**.
24
+
25
+ 1. Go to https://huggingface.co/spaces/unity/ML-Agents-SoccerTwos
26
+ 2. Step 1: Find your model_id: yangwj2011/poca_SoccerTwos
27
+ 3. Step 2: Select your *.nn /*.onnx file
28
+ 4. Click on Watch the agent play 👀
29
+
SoccerTwos.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ce05caac3c8f103ed4ce744bda6d2ef5d2223b30aee6afe639bbc36faa84e9f9
3
+ size 1764633
SoccerTwos/SoccerTwos-2499979.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:34bb81765f3d39472ab2a4063c22e94f9f49bfeebb51719621b8228bf7df794a
3
+ size 1764633
SoccerTwos/SoccerTwos-2499979.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4ba52d5d1ec5cddfa88bbc9c376a3a43044b9fc8fedaaa94b545604882b1c7da
3
+ size 28422481
SoccerTwos/SoccerTwos-2999861.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cd7c473bc80af452aeec55b722e8de1a25cb9a6c115666f0fe1f4c216b683f65
3
+ size 1764633
SoccerTwos/SoccerTwos-2999861.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a48838dc1d30ebe484a59174420ba069ab50df98de6d9503ed65d5a09593f0ee
3
+ size 28422481
SoccerTwos/SoccerTwos-3499963.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:05eb8d3d38c8d1215896d886a19a1e736149922b0f984503ce8607bfc61add8f
3
+ size 1764633
SoccerTwos/SoccerTwos-3499963.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:184bd4a6deac5d4955b6e350e7ad8d7773454e0c5addb2fad997741b08dfd1cf
3
+ size 28422481
SoccerTwos/SoccerTwos-3999948.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a02278c09e619e41ca8e6c8013874610e1795cb64bc74a148cb832d42d04c11e
3
+ size 1764633
SoccerTwos/SoccerTwos-3999948.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b804bace1f7ca92e038ba8b9acb9c3216c4a6077848cdb144cb81a3953fb58c3
3
+ size 28422481
SoccerTwos/SoccerTwos-4031102.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ce05caac3c8f103ed4ce744bda6d2ef5d2223b30aee6afe639bbc36faa84e9f9
3
+ size 1764633
SoccerTwos/SoccerTwos-4031102.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:53d61dcb747c5b29b12eaaf7edf5b8847e3a98668046196a608ed2cefdc42e62
3
+ size 28422481
SoccerTwos/checkpoint.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:53d61dcb747c5b29b12eaaf7edf5b8847e3a98668046196a608ed2cefdc42e62
3
+ size 28422481
SoccerTwos/events.out.tfevents.1679239733.5c1a479ebd03.5171.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7884d941f73884673bb72efeb6df0a3645dfd0177112252c5c9ddab8fb022e20
3
+ size 3080415
config.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"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/linux/SoccerTwos", "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}
configuration.yaml ADDED
@@ -0,0 +1,82 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ default_settings: null
2
+ 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
+ lambd: 0.95
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
21
+ vis_encode_type: simple
22
+ memory: null
23
+ goal_conditioning_type: hyper
24
+ deterministic: false
25
+ reward_signals:
26
+ extrinsic:
27
+ gamma: 0.99
28
+ strength: 1.0
29
+ network_settings:
30
+ normalize: false
31
+ hidden_units: 128
32
+ num_layers: 2
33
+ vis_encode_type: simple
34
+ memory: null
35
+ goal_conditioning_type: hyper
36
+ deterministic: false
37
+ init_path: null
38
+ keep_checkpoints: 5
39
+ even_checkpoints: false
40
+ max_steps: 50000000
41
+ time_horizon: 1000
42
+ summary_freq: 10000
43
+ threaded: false
44
+ self_play:
45
+ save_steps: 50000
46
+ team_change: 200000
47
+ swap_steps: 2000
48
+ window: 10
49
+ play_against_latest_model_ratio: 0.5
50
+ initial_elo: 1200.0
51
+ behavioral_cloning: null
52
+ env_settings:
53
+ env_path: ./training-envs-executables/linux/SoccerTwos
54
+ env_args: null
55
+ base_port: 5005
56
+ num_envs: 1
57
+ num_areas: 1
58
+ seed: -1
59
+ max_lifetime_restarts: 10
60
+ restarts_rate_limit_n: 1
61
+ restarts_rate_limit_period_s: 60
62
+ engine_settings:
63
+ width: 84
64
+ height: 84
65
+ quality_level: 5
66
+ time_scale: 20
67
+ target_frame_rate: -1
68
+ capture_frame_rate: 60
69
+ no_graphics: true
70
+ environment_parameters: null
71
+ checkpoint_settings:
72
+ run_id: SoccerTwos
73
+ initialize_from: null
74
+ load_model: false
75
+ resume: false
76
+ force: false
77
+ train_model: false
78
+ inference: false
79
+ results_dir: results
80
+ torch_settings:
81
+ device: null
82
+ debug: false
run_logs/Player-0.log ADDED
@@ -0,0 +1,1326 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Mono path[0] = '/content/ml-agents/training-envs-executables/linux/SoccerTwos_Data/Managed'
2
+ Mono config path = '/content/ml-agents/training-envs-executables/linux/SoccerTwos_Data/MonoBleedingEdge/etc'
3
+ Preloaded 'lib_burst_generated.so'
4
+ Preloaded 'libgrpc_csharp_ext.x64.so'
5
+ Initialize engine version: 2021.3.14f1 (eee1884e7226)
6
+ [Subsystems] Discovering subsystems at path /content/ml-agents/training-envs-executables/linux/SoccerTwos_Data/UnitySubsystems
7
+ Forcing GfxDevice: Null
8
+ GfxDevice: creating device client; threaded=0; jobified=0
9
+ NullGfxDevice:
10
+ Version: NULL 1.0 [1.0]
11
+ Renderer: Null Device
12
+ Vendor: Unity Technologies
13
+ ALSA lib confmisc.c:767:(parse_card) cannot find card '0'
14
+ ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_card_driver returned error: No such file or directory
15
+ ALSA lib confmisc.c:392:(snd_func_concat) error evaluating strings
16
+ ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_concat returned error: No such file or directory
17
+ ALSA lib confmisc.c:1246:(snd_func_refer) error evaluating name
18
+ ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_refer returned error: No such file or directory
19
+ ALSA lib conf.c:5220:(snd_config_expand) Evaluate error: No such file or directory
20
+ ALSA lib pcm.c:2642:(snd_pcm_open_noupdate) Unknown PCM default
21
+ FMOD failed to initialize the output device.: "Error initializing output device. " (60)
22
+ Forced to initialize FMOD to to the device driver's system output rate 48000, this may impact performance and/or give inconsistent experiences compared to selected sample rate 48000
23
+ ALSA lib confmisc.c:767:(parse_card) cannot find card '0'
24
+ ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_card_driver returned error: No such file or directory
25
+ ALSA lib confmisc.c:392:(snd_func_concat) error evaluating strings
26
+ ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_concat returned error: No such file or directory
27
+ ALSA lib confmisc.c:1246:(snd_func_refer) error evaluating name
28
+ ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_refer returned error: No such file or directory
29
+ ALSA lib conf.c:5220:(snd_config_expand) Evaluate error: No such file or directory
30
+ ALSA lib pcm.c:2642:(snd_pcm_open_noupdate) Unknown PCM default
31
+ FMOD failed to initialize the output device.: "Error initializing output device. " (60)
32
+ FMOD initialized on nosound output
33
+ Begin MonoManager ReloadAssembly
34
+ - Completed reload, in 0.077 seconds
35
+ ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
36
+ ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
37
+ ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
38
+ WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
39
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
40
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
41
+ ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
42
+ WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
43
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
44
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
45
+ WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
46
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
47
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
48
+ ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
49
+ WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
50
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
51
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
52
+ WARNING: Shader Unsupported: 'Standard' - All subshaders removed
53
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
54
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
55
+ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
56
+ WARNING: Shader Unsupported: 'Standard' - All subshaders removed
57
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
58
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
59
+ UnloadTime: 0.696164 ms
60
+ Registered Communicator in Agent.
61
+ ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
62
+ requesting resize 84 x 84
63
+ TOO LONG
64
+ TOO LONG
65
+ TOO LONG
66
+ TOO LONG
67
+ TOO LONG
68
+ TOO LONG
69
+ TOO LONG
70
+ TOO LONG
71
+ TOO LONG
72
+ TOO LONG
73
+ TOO LONG
74
+ TOO LONG
75
+ TOO LONG
76
+ TOO LONG
77
+ TOO LONG
78
+ TOO LONG
79
+ TOO LONG
80
+ TOO LONG
81
+ TOO LONG
82
+ TOO LONG
83
+ TOO LONG
84
+ TOO LONG
85
+ TOO LONG
86
+ TOO LONG
87
+ TOO LONG
88
+ TOO LONG
89
+ TOO LONG
90
+ TOO LONG
91
+ TOO LONG
92
+ TOO LONG
93
+ TOO LONG
94
+ TOO LONG
95
+ TOO LONG
96
+ TOO LONG
97
+ TOO LONG
98
+ TOO LONG
99
+ TOO LONG
100
+ TOO LONG
101
+ TOO LONG
102
+ TOO LONG
103
+ TOO LONG
104
+ TOO LONG
105
+ TOO LONG
106
+ TOO LONG
107
+ TOO LONG
108
+ TOO LONG
109
+ TOO LONG
110
+ TOO LONG
111
+ TOO LONG
112
+ TOO LONG
113
+ TOO LONG
114
+ TOO LONG
115
+ TOO LONG
116
+ TOO LONG
117
+ TOO LONG
118
+ TOO LONG
119
+ TOO LONG
120
+ TOO LONG
121
+ TOO LONG
122
+ TOO LONG
123
+ TOO LONG
124
+ TOO LONG
125
+ TOO LONG
126
+ TOO LONG
127
+ TOO LONG
128
+ TOO LONG
129
+ TOO LONG
130
+ TOO LONG
131
+ TOO LONG
132
+ TOO LONG
133
+ TOO LONG
134
+ TOO LONG
135
+ TOO LONG
136
+ TOO LONG
137
+ TOO LONG
138
+ TOO LONG
139
+ TOO LONG
140
+ TOO LONG
141
+ TOO LONG
142
+ TOO LONG
143
+ TOO LONG
144
+ TOO LONG
145
+ TOO LONG
146
+ TOO LONG
147
+ TOO LONG
148
+ TOO LONG
149
+ TOO LONG
150
+ TOO LONG
151
+ TOO LONG
152
+ TOO LONG
153
+ TOO LONG
154
+ TOO LONG
155
+ TOO LONG
156
+ TOO LONG
157
+ TOO LONG
158
+ TOO LONG
159
+ TOO LONG
160
+ TOO LONG
161
+ TOO LONG
162
+ TOO LONG
163
+ TOO LONG
164
+ TOO LONG
165
+ TOO LONG
166
+ TOO LONG
167
+ TOO LONG
168
+ TOO LONG
169
+ TOO LONG
170
+ TOO LONG
171
+ TOO LONG
172
+ TOO LONG
173
+ TOO LONG
174
+ TOO LONG
175
+ TOO LONG
176
+ TOO LONG
177
+ TOO LONG
178
+ TOO LONG
179
+ TOO LONG
180
+ TOO LONG
181
+ TOO LONG
182
+ TOO LONG
183
+ TOO LONG
184
+ TOO LONG
185
+ TOO LONG
186
+ TOO LONG
187
+ TOO LONG
188
+ TOO LONG
189
+ TOO LONG
190
+ TOO LONG
191
+ TOO LONG
192
+ TOO LONG
193
+ TOO LONG
194
+ TOO LONG
195
+ TOO LONG
196
+ TOO LONG
197
+ TOO LONG
198
+ TOO LONG
199
+ TOO LONG
200
+ TOO LONG
201
+ TOO LONG
202
+ TOO LONG
203
+ TOO LONG
204
+ TOO LONG
205
+ TOO LONG
206
+ TOO LONG
207
+ TOO LONG
208
+ TOO LONG
209
+ TOO LONG
210
+ TOO LONG
211
+ TOO LONG
212
+ TOO LONG
213
+ TOO LONG
214
+ TOO LONG
215
+ TOO LONG
216
+ TOO LONG
217
+ TOO LONG
218
+ TOO LONG
219
+ TOO LONG
220
+ TOO LONG
221
+ TOO LONG
222
+ TOO LONG
223
+ TOO LONG
224
+ TOO LONG
225
+ TOO LONG
226
+ TOO LONG
227
+ TOO LONG
228
+ TOO LONG
229
+ TOO LONG
230
+ TOO LONG
231
+ TOO LONG
232
+ TOO LONG
233
+ TOO LONG
234
+ TOO LONG
235
+ TOO LONG
236
+ TOO LONG
237
+ TOO LONG
238
+ TOO LONG
239
+ TOO LONG
240
+ TOO LONG
241
+ TOO LONG
242
+ TOO LONG
243
+ TOO LONG
244
+ TOO LONG
245
+ TOO LONG
246
+ TOO LONG
247
+ TOO LONG
248
+ TOO LONG
249
+ TOO LONG
250
+ TOO LONG
251
+ TOO LONG
252
+ TOO LONG
253
+ TOO LONG
254
+ TOO LONG
255
+ TOO LONG
256
+ TOO LONG
257
+ TOO LONG
258
+ TOO LONG
259
+ TOO LONG
260
+ TOO LONG
261
+ TOO LONG
262
+ TOO LONG
263
+ TOO LONG
264
+ TOO LONG
265
+ TOO LONG
266
+ TOO LONG
267
+ TOO LONG
268
+ TOO LONG
269
+ TOO LONG
270
+ TOO LONG
271
+ TOO LONG
272
+ TOO LONG
273
+ TOO LONG
274
+ TOO LONG
275
+ TOO LONG
276
+ TOO LONG
277
+ TOO LONG
278
+ TOO LONG
279
+ TOO LONG
280
+ TOO LONG
281
+ TOO LONG
282
+ TOO LONG
283
+ TOO LONG
284
+ TOO LONG
285
+ TOO LONG
286
+ TOO LONG
287
+ TOO LONG
288
+ TOO LONG
289
+ TOO LONG
290
+ TOO LONG
291
+ TOO LONG
292
+ TOO LONG
293
+ TOO LONG
294
+ TOO LONG
295
+ TOO LONG
296
+ TOO LONG
297
+ TOO LONG
298
+ TOO LONG
299
+ TOO LONG
300
+ TOO LONG
301
+ TOO LONG
302
+ TOO LONG
303
+ TOO LONG
304
+ TOO LONG
305
+ TOO LONG
306
+ TOO LONG
307
+ TOO LONG
308
+ TOO LONG
309
+ TOO LONG
310
+ TOO LONG
311
+ TOO LONG
312
+ TOO LONG
313
+ TOO LONG
314
+ TOO LONG
315
+ TOO LONG
316
+ TOO LONG
317
+ TOO LONG
318
+ TOO LONG
319
+ TOO LONG
320
+ TOO LONG
321
+ TOO LONG
322
+ TOO LONG
323
+ TOO LONG
324
+ TOO LONG
325
+ TOO LONG
326
+ TOO LONG
327
+ TOO LONG
328
+ TOO LONG
329
+ TOO LONG
330
+ TOO LONG
331
+ TOO LONG
332
+ TOO LONG
333
+ TOO LONG
334
+ TOO LONG
335
+ TOO LONG
336
+ TOO LONG
337
+ TOO LONG
338
+ TOO LONG
339
+ TOO LONG
340
+ TOO LONG
341
+ TOO LONG
342
+ TOO LONG
343
+ TOO LONG
344
+ TOO LONG
345
+ TOO LONG
346
+ TOO LONG
347
+ TOO LONG
348
+ TOO LONG
349
+ TOO LONG
350
+ TOO LONG
351
+ TOO LONG
352
+ TOO LONG
353
+ TOO LONG
354
+ TOO LONG
355
+ TOO LONG
356
+ TOO LONG
357
+ TOO LONG
358
+ TOO LONG
359
+ TOO LONG
360
+ TOO LONG
361
+ TOO LONG
362
+ TOO LONG
363
+ TOO LONG
364
+ TOO LONG
365
+ TOO LONG
366
+ TOO LONG
367
+ TOO LONG
368
+ TOO LONG
369
+ TOO LONG
370
+ TOO LONG
371
+ TOO LONG
372
+ TOO LONG
373
+ TOO LONG
374
+ TOO LONG
375
+ TOO LONG
376
+ TOO LONG
377
+ TOO LONG
378
+ TOO LONG
379
+ TOO LONG
380
+ TOO LONG
381
+ TOO LONG
382
+ TOO LONG
383
+ TOO LONG
384
+ TOO LONG
385
+ TOO LONG
386
+ TOO LONG
387
+ TOO LONG
388
+ TOO LONG
389
+ TOO LONG
390
+ TOO LONG
391
+ TOO LONG
392
+ TOO LONG
393
+ TOO LONG
394
+ TOO LONG
395
+ TOO LONG
396
+ TOO LONG
397
+ TOO LONG
398
+ TOO LONG
399
+ TOO LONG
400
+ TOO LONG
401
+ TOO LONG
402
+ TOO LONG
403
+ TOO LONG
404
+ TOO LONG
405
+ TOO LONG
406
+ TOO LONG
407
+ TOO LONG
408
+ TOO LONG
409
+ TOO LONG
410
+ TOO LONG
411
+ TOO LONG
412
+ TOO LONG
413
+ TOO LONG
414
+ TOO LONG
415
+ TOO LONG
416
+ TOO LONG
417
+ TOO LONG
418
+ TOO LONG
419
+ TOO LONG
420
+ TOO LONG
421
+ TOO LONG
422
+ TOO LONG
423
+ TOO LONG
424
+ TOO LONG
425
+ TOO LONG
426
+ TOO LONG
427
+ TOO LONG
428
+ TOO LONG
429
+ TOO LONG
430
+ TOO LONG
431
+ TOO LONG
432
+ TOO LONG
433
+ TOO LONG
434
+ TOO LONG
435
+ TOO LONG
436
+ TOO LONG
437
+ TOO LONG
438
+ TOO LONG
439
+ TOO LONG
440
+ TOO LONG
441
+ TOO LONG
442
+ TOO LONG
443
+ TOO LONG
444
+ TOO LONG
445
+ TOO LONG
446
+ TOO LONG
447
+ TOO LONG
448
+ TOO LONG
449
+ TOO LONG
450
+ TOO LONG
451
+ TOO LONG
452
+ TOO LONG
453
+ TOO LONG
454
+ TOO LONG
455
+ TOO LONG
456
+ TOO LONG
457
+ TOO LONG
458
+ TOO LONG
459
+ TOO LONG
460
+ TOO LONG
461
+ TOO LONG
462
+ TOO LONG
463
+ TOO LONG
464
+ TOO LONG
465
+ TOO LONG
466
+ TOO LONG
467
+ TOO LONG
468
+ TOO LONG
469
+ TOO LONG
470
+ TOO LONG
471
+ TOO LONG
472
+ TOO LONG
473
+ TOO LONG
474
+ TOO LONG
475
+ TOO LONG
476
+ TOO LONG
477
+ TOO LONG
478
+ TOO LONG
479
+ TOO LONG
480
+ TOO LONG
481
+ TOO LONG
482
+ TOO LONG
483
+ TOO LONG
484
+ TOO LONG
485
+ TOO LONG
486
+ TOO LONG
487
+ TOO LONG
488
+ TOO LONG
489
+ TOO LONG
490
+ TOO LONG
491
+ TOO LONG
492
+ TOO LONG
493
+ TOO LONG
494
+ TOO LONG
495
+ TOO LONG
496
+ TOO LONG
497
+ TOO LONG
498
+ TOO LONG
499
+ TOO LONG
500
+ TOO LONG
501
+ TOO LONG
502
+ TOO LONG
503
+ TOO LONG
504
+ TOO LONG
505
+ TOO LONG
506
+ TOO LONG
507
+ TOO LONG
508
+ TOO LONG
509
+ TOO LONG
510
+ TOO LONG
511
+ TOO LONG
512
+ TOO LONG
513
+ TOO LONG
514
+ TOO LONG
515
+ TOO LONG
516
+ TOO LONG
517
+ TOO LONG
518
+ TOO LONG
519
+ TOO LONG
520
+ TOO LONG
521
+ TOO LONG
522
+ TOO LONG
523
+ TOO LONG
524
+ TOO LONG
525
+ TOO LONG
526
+ TOO LONG
527
+ TOO LONG
528
+ TOO LONG
529
+ TOO LONG
530
+ TOO LONG
531
+ TOO LONG
532
+ TOO LONG
533
+ TOO LONG
534
+ TOO LONG
535
+ TOO LONG
536
+ TOO LONG
537
+ TOO LONG
538
+ TOO LONG
539
+ TOO LONG
540
+ TOO LONG
541
+ TOO LONG
542
+ TOO LONG
543
+ TOO LONG
544
+ TOO LONG
545
+ TOO LONG
546
+ TOO LONG
547
+ TOO LONG
548
+ TOO LONG
549
+ TOO LONG
550
+ TOO LONG
551
+ TOO LONG
552
+ TOO LONG
553
+ TOO LONG
554
+ TOO LONG
555
+ TOO LONG
556
+ TOO LONG
557
+ TOO LONG
558
+ TOO LONG
559
+ TOO LONG
560
+ TOO LONG
561
+ TOO LONG
562
+ TOO LONG
563
+ TOO LONG
564
+ TOO LONG
565
+ TOO LONG
566
+ TOO LONG
567
+ TOO LONG
568
+ TOO LONG
569
+ TOO LONG
570
+ TOO LONG
571
+ TOO LONG
572
+ TOO LONG
573
+ TOO LONG
574
+ TOO LONG
575
+ TOO LONG
576
+ TOO LONG
577
+ TOO LONG
578
+ TOO LONG
579
+ TOO LONG
580
+ TOO LONG
581
+ TOO LONG
582
+ TOO LONG
583
+ TOO LONG
584
+ TOO LONG
585
+ TOO LONG
586
+ TOO LONG
587
+ TOO LONG
588
+ TOO LONG
589
+ TOO LONG
590
+ TOO LONG
591
+ TOO LONG
592
+ TOO LONG
593
+ TOO LONG
594
+ TOO LONG
595
+ TOO LONG
596
+ TOO LONG
597
+ TOO LONG
598
+ TOO LONG
599
+ TOO LONG
600
+ TOO LONG
601
+ TOO LONG
602
+ TOO LONG
603
+ TOO LONG
604
+ TOO LONG
605
+ TOO LONG
606
+ TOO LONG
607
+ TOO LONG
608
+ TOO LONG
609
+ TOO LONG
610
+ TOO LONG
611
+ TOO LONG
612
+ TOO LONG
613
+ TOO LONG
614
+ TOO LONG
615
+ TOO LONG
616
+ TOO LONG
617
+ TOO LONG
618
+ TOO LONG
619
+ TOO LONG
620
+ TOO LONG
621
+ TOO LONG
622
+ TOO LONG
623
+ TOO LONG
624
+ TOO LONG
625
+ TOO LONG
626
+ TOO LONG
627
+ TOO LONG
628
+ TOO LONG
629
+ TOO LONG
630
+ TOO LONG
631
+ TOO LONG
632
+ TOO LONG
633
+ TOO LONG
634
+ TOO LONG
635
+ TOO LONG
636
+ TOO LONG
637
+ TOO LONG
638
+ TOO LONG
639
+ TOO LONG
640
+ TOO LONG
641
+ TOO LONG
642
+ TOO LONG
643
+ TOO LONG
644
+ TOO LONG
645
+ TOO LONG
646
+ TOO LONG
647
+ TOO LONG
648
+ TOO LONG
649
+ TOO LONG
650
+ TOO LONG
651
+ TOO LONG
652
+ TOO LONG
653
+ TOO LONG
654
+ TOO LONG
655
+ TOO LONG
656
+ TOO LONG
657
+ TOO LONG
658
+ TOO LONG
659
+ TOO LONG
660
+ TOO LONG
661
+ TOO LONG
662
+ TOO LONG
663
+ TOO LONG
664
+ TOO LONG
665
+ TOO LONG
666
+ TOO LONG
667
+ TOO LONG
668
+ TOO LONG
669
+ TOO LONG
670
+ TOO LONG
671
+ TOO LONG
672
+ TOO LONG
673
+ TOO LONG
674
+ TOO LONG
675
+ TOO LONG
676
+ TOO LONG
677
+ TOO LONG
678
+ TOO LONG
679
+ TOO LONG
680
+ TOO LONG
681
+ TOO LONG
682
+ TOO LONG
683
+ TOO LONG
684
+ TOO LONG
685
+ TOO LONG
686
+ TOO LONG
687
+ TOO LONG
688
+ TOO LONG
689
+ TOO LONG
690
+ TOO LONG
691
+ TOO LONG
692
+ TOO LONG
693
+ TOO LONG
694
+ TOO LONG
695
+ TOO LONG
696
+ TOO LONG
697
+ TOO LONG
698
+ TOO LONG
699
+ TOO LONG
700
+ TOO LONG
701
+ TOO LONG
702
+ TOO LONG
703
+ TOO LONG
704
+ TOO LONG
705
+ TOO LONG
706
+ TOO LONG
707
+ TOO LONG
708
+ TOO LONG
709
+ TOO LONG
710
+ TOO LONG
711
+ TOO LONG
712
+ TOO LONG
713
+ TOO LONG
714
+ TOO LONG
715
+ TOO LONG
716
+ TOO LONG
717
+ TOO LONG
718
+ TOO LONG
719
+ TOO LONG
720
+ TOO LONG
721
+ TOO LONG
722
+ TOO LONG
723
+ TOO LONG
724
+ TOO LONG
725
+ TOO LONG
726
+ TOO LONG
727
+ TOO LONG
728
+ TOO LONG
729
+ TOO LONG
730
+ TOO LONG
731
+ TOO LONG
732
+ TOO LONG
733
+ TOO LONG
734
+ TOO LONG
735
+ TOO LONG
736
+ TOO LONG
737
+ TOO LONG
738
+ TOO LONG
739
+ TOO LONG
740
+ TOO LONG
741
+ TOO LONG
742
+ TOO LONG
743
+ TOO LONG
744
+ TOO LONG
745
+ TOO LONG
746
+ TOO LONG
747
+ TOO LONG
748
+ TOO LONG
749
+ TOO LONG
750
+ TOO LONG
751
+ TOO LONG
752
+ TOO LONG
753
+ TOO LONG
754
+ TOO LONG
755
+ TOO LONG
756
+ TOO LONG
757
+ TOO LONG
758
+ TOO LONG
759
+ TOO LONG
760
+ TOO LONG
761
+ TOO LONG
762
+ TOO LONG
763
+ TOO LONG
764
+ TOO LONG
765
+ TOO LONG
766
+ TOO LONG
767
+ TOO LONG
768
+ TOO LONG
769
+ TOO LONG
770
+ TOO LONG
771
+ TOO LONG
772
+ TOO LONG
773
+ TOO LONG
774
+ TOO LONG
775
+ TOO LONG
776
+ TOO LONG
777
+ TOO LONG
778
+ TOO LONG
779
+ TOO LONG
780
+ TOO LONG
781
+ TOO LONG
782
+ TOO LONG
783
+ TOO LONG
784
+ TOO LONG
785
+ TOO LONG
786
+ TOO LONG
787
+ TOO LONG
788
+ TOO LONG
789
+ TOO LONG
790
+ TOO LONG
791
+ TOO LONG
792
+ TOO LONG
793
+ TOO LONG
794
+ TOO LONG
795
+ TOO LONG
796
+ TOO LONG
797
+ TOO LONG
798
+ TOO LONG
799
+ TOO LONG
800
+ TOO LONG
801
+ TOO LONG
802
+ TOO LONG
803
+ TOO LONG
804
+ TOO LONG
805
+ TOO LONG
806
+ TOO LONG
807
+ TOO LONG
808
+ TOO LONG
809
+ TOO LONG
810
+ TOO LONG
811
+ TOO LONG
812
+ TOO LONG
813
+ TOO LONG
814
+ TOO LONG
815
+ TOO LONG
816
+ TOO LONG
817
+ TOO LONG
818
+ TOO LONG
819
+ TOO LONG
820
+ TOO LONG
821
+ TOO LONG
822
+ TOO LONG
823
+ TOO LONG
824
+ TOO LONG
825
+ TOO LONG
826
+ TOO LONG
827
+ TOO LONG
828
+ TOO LONG
829
+ TOO LONG
830
+ TOO LONG
831
+ TOO LONG
832
+ TOO LONG
833
+ TOO LONG
834
+ TOO LONG
835
+ TOO LONG
836
+ TOO LONG
837
+ TOO LONG
838
+ TOO LONG
839
+ TOO LONG
840
+ TOO LONG
841
+ TOO LONG
842
+ TOO LONG
843
+ TOO LONG
844
+ TOO LONG
845
+ TOO LONG
846
+ TOO LONG
847
+ TOO LONG
848
+ TOO LONG
849
+ TOO LONG
850
+ TOO LONG
851
+ TOO LONG
852
+ TOO LONG
853
+ TOO LONG
854
+ TOO LONG
855
+ TOO LONG
856
+ TOO LONG
857
+ TOO LONG
858
+ TOO LONG
859
+ TOO LONG
860
+ TOO LONG
861
+ TOO LONG
862
+ TOO LONG
863
+ TOO LONG
864
+ TOO LONG
865
+ TOO LONG
866
+ TOO LONG
867
+ TOO LONG
868
+ TOO LONG
869
+ TOO LONG
870
+ TOO LONG
871
+ TOO LONG
872
+ TOO LONG
873
+ TOO LONG
874
+ TOO LONG
875
+ TOO LONG
876
+ TOO LONG
877
+ TOO LONG
878
+ TOO LONG
879
+ TOO LONG
880
+ TOO LONG
881
+ TOO LONG
882
+ TOO LONG
883
+ TOO LONG
884
+ TOO LONG
885
+ TOO LONG
886
+ TOO LONG
887
+ TOO LONG
888
+ TOO LONG
889
+ TOO LONG
890
+ TOO LONG
891
+ TOO LONG
892
+ TOO LONG
893
+ TOO LONG
894
+ TOO LONG
895
+ TOO LONG
896
+ TOO LONG
897
+ TOO LONG
898
+ TOO LONG
899
+ TOO LONG
900
+ TOO LONG
901
+ TOO LONG
902
+ TOO LONG
903
+ TOO LONG
904
+ TOO LONG
905
+ TOO LONG
906
+ TOO LONG
907
+ TOO LONG
908
+ TOO LONG
909
+ TOO LONG
910
+ TOO LONG
911
+ TOO LONG
912
+ TOO LONG
913
+ TOO LONG
914
+ TOO LONG
915
+ TOO LONG
916
+ TOO LONG
917
+ TOO LONG
918
+ TOO LONG
919
+ TOO LONG
920
+ TOO LONG
921
+ TOO LONG
922
+ TOO LONG
923
+ TOO LONG
924
+ TOO LONG
925
+ TOO LONG
926
+ TOO LONG
927
+ TOO LONG
928
+ TOO LONG
929
+ TOO LONG
930
+ TOO LONG
931
+ TOO LONG
932
+ TOO LONG
933
+ TOO LONG
934
+ TOO LONG
935
+ TOO LONG
936
+ TOO LONG
937
+ TOO LONG
938
+ TOO LONG
939
+ TOO LONG
940
+ TOO LONG
941
+ TOO LONG
942
+ TOO LONG
943
+ TOO LONG
944
+ TOO LONG
945
+ TOO LONG
946
+ TOO LONG
947
+ TOO LONG
948
+ TOO LONG
949
+ TOO LONG
950
+ TOO LONG
951
+ TOO LONG
952
+ TOO LONG
953
+ TOO LONG
954
+ TOO LONG
955
+ TOO LONG
956
+ TOO LONG
957
+ TOO LONG
958
+ TOO LONG
959
+ TOO LONG
960
+ TOO LONG
961
+ TOO LONG
962
+ TOO LONG
963
+ TOO LONG
964
+ TOO LONG
965
+ TOO LONG
966
+ TOO LONG
967
+ TOO LONG
968
+ TOO LONG
969
+ TOO LONG
970
+ TOO LONG
971
+ TOO LONG
972
+ TOO LONG
973
+ TOO LONG
974
+ TOO LONG
975
+ TOO LONG
976
+ TOO LONG
977
+ TOO LONG
978
+ TOO LONG
979
+ TOO LONG
980
+ TOO LONG
981
+ TOO LONG
982
+ TOO LONG
983
+ TOO LONG
984
+ TOO LONG
985
+ TOO LONG
986
+ TOO LONG
987
+ TOO LONG
988
+ TOO LONG
989
+ TOO LONG
990
+ TOO LONG
991
+ TOO LONG
992
+ TOO LONG
993
+ TOO LONG
994
+ TOO LONG
995
+ TOO LONG
996
+ TOO LONG
997
+ TOO LONG
998
+ TOO LONG
999
+ TOO LONG
1000
+ TOO LONG
1001
+ TOO LONG
1002
+ TOO LONG
1003
+ TOO LONG
1004
+ TOO LONG
1005
+ TOO LONG
1006
+ TOO LONG
1007
+ TOO LONG
1008
+ TOO LONG
1009
+ TOO LONG
1010
+ TOO LONG
1011
+ TOO LONG
1012
+ TOO LONG
1013
+ TOO LONG
1014
+ TOO LONG
1015
+ TOO LONG
1016
+ TOO LONG
1017
+ TOO LONG
1018
+ TOO LONG
1019
+ TOO LONG
1020
+ TOO LONG
1021
+ TOO LONG
1022
+ TOO LONG
1023
+ TOO LONG
1024
+ TOO LONG
1025
+ TOO LONG
1026
+ TOO LONG
1027
+ TOO LONG
1028
+ TOO LONG
1029
+ TOO LONG
1030
+ TOO LONG
1031
+ TOO LONG
1032
+ TOO LONG
1033
+ TOO LONG
1034
+ TOO LONG
1035
+ TOO LONG
1036
+ TOO LONG
1037
+ TOO LONG
1038
+ TOO LONG
1039
+ TOO LONG
1040
+ TOO LONG
1041
+ TOO LONG
1042
+ TOO LONG
1043
+ TOO LONG
1044
+ TOO LONG
1045
+ TOO LONG
1046
+ TOO LONG
1047
+ TOO LONG
1048
+ TOO LONG
1049
+ TOO LONG
1050
+ TOO LONG
1051
+ TOO LONG
1052
+ TOO LONG
1053
+ TOO LONG
1054
+ TOO LONG
1055
+ TOO LONG
1056
+ TOO LONG
1057
+ TOO LONG
1058
+ TOO LONG
1059
+ TOO LONG
1060
+ TOO LONG
1061
+ TOO LONG
1062
+ TOO LONG
1063
+ TOO LONG
1064
+ TOO LONG
1065
+ Setting up 6 worker threads for Enlighten.
1066
+ Memory Statistics:
1067
+ [ALLOC_TEMP_TLS] TLS Allocator
1068
+ StackAllocators :
1069
+ [ALLOC_TEMP_MAIN]
1070
+ Peak usage frame count: [8.0 KB-16.0 KB]: 77036 frames, [2.0 MB-4.0 MB]: 1 frames
1071
+ Initial Block Size 4.0 MB
1072
+ Current Block Size 4.0 MB
1073
+ Peak Allocated Bytes 2.1 MB
1074
+ Overflow Count 0
1075
+ [ALLOC_TEMP_Loading.AsyncRead]
1076
+ Initial Block Size 64.0 KB
1077
+ Current Block Size 64.0 KB
1078
+ Peak Allocated Bytes 128 B
1079
+ Overflow Count 0
1080
+ [ALLOC_TEMP_Loading.PreloadManager]
1081
+ Initial Block Size 256.0 KB
1082
+ Current Block Size 300.0 KB
1083
+ Peak Allocated Bytes 249.6 KB
1084
+ Overflow Count 4
1085
+ [ALLOC_TEMP_Background Job.Worker 8]
1086
+ Initial Block Size 32.0 KB
1087
+ Current Block Size 32.0 KB
1088
+ Peak Allocated Bytes 0 B
1089
+ Overflow Count 0
1090
+ [ALLOC_TEMP_Job.Worker 6]
1091
+ Initial Block Size 256.0 KB
1092
+ Current Block Size 256.0 KB
1093
+ Peak Allocated Bytes 0 B
1094
+ Overflow Count 0
1095
+ [ALLOC_TEMP_Job.Worker 0]
1096
+ Initial Block Size 256.0 KB
1097
+ Current Block Size 256.0 KB
1098
+ Peak Allocated Bytes 0 B
1099
+ Overflow Count 0
1100
+ [ALLOC_TEMP_Background Job.Worker 10]
1101
+ Initial Block Size 32.0 KB
1102
+ Current Block Size 32.0 KB
1103
+ Peak Allocated Bytes 0 B
1104
+ Overflow Count 0
1105
+ [ALLOC_TEMP_Background Job.Worker 9]
1106
+ Initial Block Size 32.0 KB
1107
+ Current Block Size 32.0 KB
1108
+ Peak Allocated Bytes 0 B
1109
+ Overflow Count 0
1110
+ [ALLOC_TEMP_Job.Worker 5]
1111
+ Initial Block Size 256.0 KB
1112
+ Current Block Size 256.0 KB
1113
+ Peak Allocated Bytes 0 B
1114
+ Overflow Count 0
1115
+ [ALLOC_TEMP_Background Job.Worker 14]
1116
+ Initial Block Size 32.0 KB
1117
+ Current Block Size 32.0 KB
1118
+ Peak Allocated Bytes 0 B
1119
+ Overflow Count 0
1120
+ [ALLOC_TEMP_Background Job.Worker 6]
1121
+ Initial Block Size 32.0 KB
1122
+ Current Block Size 32.0 KB
1123
+ Peak Allocated Bytes 0 B
1124
+ Overflow Count 0
1125
+ [ALLOC_TEMP_Job.Worker 4]
1126
+ Initial Block Size 256.0 KB
1127
+ Current Block Size 256.0 KB
1128
+ Peak Allocated Bytes 0 B
1129
+ Overflow Count 0
1130
+ [ALLOC_TEMP_Job.Worker 3]
1131
+ Initial Block Size 256.0 KB
1132
+ Current Block Size 256.0 KB
1133
+ Peak Allocated Bytes 0 B
1134
+ Overflow Count 0
1135
+ [ALLOC_TEMP_Background Job.Worker 12]
1136
+ Initial Block Size 32.0 KB
1137
+ Current Block Size 32.0 KB
1138
+ Peak Allocated Bytes 0 B
1139
+ Overflow Count 0
1140
+ [ALLOC_TEMP_EnlightenWorker] x 6
1141
+ Initial Block Size 64.0 KB
1142
+ Current Block Size 64.0 KB
1143
+ Peak Allocated Bytes 0 B
1144
+ Overflow Count 0
1145
+ [ALLOC_TEMP_Background Job.Worker 15]
1146
+ Initial Block Size 32.0 KB
1147
+ Current Block Size 32.0 KB
1148
+ Peak Allocated Bytes 0 B
1149
+ Overflow Count 0
1150
+ [ALLOC_TEMP_Background Job.Worker 1]
1151
+ Initial Block Size 32.0 KB
1152
+ Current Block Size 32.0 KB
1153
+ Peak Allocated Bytes 0 B
1154
+ Overflow Count 0
1155
+ [ALLOC_TEMP_Background Job.Worker 2]
1156
+ Initial Block Size 32.0 KB
1157
+ Current Block Size 32.0 KB
1158
+ Peak Allocated Bytes 0 B
1159
+ Overflow Count 0
1160
+ [ALLOC_TEMP_Background Job.Worker 7]
1161
+ Initial Block Size 32.0 KB
1162
+ Current Block Size 32.0 KB
1163
+ Peak Allocated Bytes 0 B
1164
+ Overflow Count 0
1165
+ [ALLOC_TEMP_AssetGarbageCollectorHelper] x 11
1166
+ Initial Block Size 64.0 KB
1167
+ Current Block Size 64.0 KB
1168
+ Peak Allocated Bytes 0 B
1169
+ Overflow Count 0
1170
+ [ALLOC_TEMP_Background Job.Worker 5]
1171
+ Initial Block Size 32.0 KB
1172
+ Current Block Size 32.0 KB
1173
+ Peak Allocated Bytes 0 B
1174
+ Overflow Count 0
1175
+ [ALLOC_TEMP_Job.Worker 9]
1176
+ Initial Block Size 256.0 KB
1177
+ Current Block Size 256.0 KB
1178
+ Peak Allocated Bytes 0 B
1179
+ Overflow Count 0
1180
+ [ALLOC_TEMP_Background Job.Worker 13]
1181
+ Initial Block Size 32.0 KB
1182
+ Current Block Size 32.0 KB
1183
+ Peak Allocated Bytes 0 B
1184
+ Overflow Count 0
1185
+ [ALLOC_TEMP_Job.Worker 8]
1186
+ Initial Block Size 256.0 KB
1187
+ Current Block Size 256.0 KB
1188
+ Peak Allocated Bytes 0.7 KB
1189
+ Overflow Count 0
1190
+ [ALLOC_TEMP_Job.Worker 7]
1191
+ Initial Block Size 256.0 KB
1192
+ Current Block Size 256.0 KB
1193
+ Peak Allocated Bytes 0 B
1194
+ Overflow Count 0
1195
+ [ALLOC_TEMP_Job.Worker 1]
1196
+ Initial Block Size 256.0 KB
1197
+ Current Block Size 256.0 KB
1198
+ Peak Allocated Bytes 0 B
1199
+ Overflow Count 0
1200
+ [ALLOC_TEMP_Job.Worker 2]
1201
+ Initial Block Size 256.0 KB
1202
+ Current Block Size 256.0 KB
1203
+ Peak Allocated Bytes 0 B
1204
+ Overflow Count 0
1205
+ [ALLOC_TEMP_Background Job.Worker 3]
1206
+ Initial Block Size 32.0 KB
1207
+ Current Block Size 32.0 KB
1208
+ Peak Allocated Bytes 0 B
1209
+ Overflow Count 0
1210
+ [ALLOC_TEMP_Background Job.Worker 11]
1211
+ Initial Block Size 32.0 KB
1212
+ Current Block Size 32.0 KB
1213
+ Peak Allocated Bytes 0 B
1214
+ Overflow Count 0
1215
+ [ALLOC_TEMP_Job.Worker 10]
1216
+ Initial Block Size 256.0 KB
1217
+ Current Block Size 256.0 KB
1218
+ Peak Allocated Bytes 0 B
1219
+ Overflow Count 0
1220
+ [ALLOC_TEMP_Background Job.Worker 0]
1221
+ Initial Block Size 32.0 KB
1222
+ Current Block Size 32.0 KB
1223
+ Peak Allocated Bytes 0 B
1224
+ Overflow Count 0
1225
+ [ALLOC_TEMP_Background Job.Worker 4]
1226
+ Initial Block Size 32.0 KB
1227
+ Current Block Size 32.0 KB
1228
+ Peak Allocated Bytes 0 B
1229
+ Overflow Count 0
1230
+ [ALLOC_TEMP_BatchDeleteObjects]
1231
+ Initial Block Size 64.0 KB
1232
+ Current Block Size 64.0 KB
1233
+ Peak Allocated Bytes 0 B
1234
+ Overflow Count 0
1235
+ [ALLOC_DEFAULT] Dual Thread Allocator
1236
+ Peak main deferred allocation count 3
1237
+ [ALLOC_BUCKET]
1238
+ Large Block size 4.0 MB
1239
+ Used Block count 1
1240
+ Peak Allocated bytes 1.0 MB
1241
+ [ALLOC_DEFAULT_MAIN]
1242
+ Peak usage frame count: [4.0 MB-8.0 MB]: 77037 frames
1243
+ Requested Block Size 16.0 MB
1244
+ Peak Block count 1
1245
+ Peak Allocated memory 5.0 MB
1246
+ Peak Large allocation bytes 0 B
1247
+ [ALLOC_DEFAULT_THREAD]
1248
+ Peak usage frame count: [16.0 MB-32.0 MB]: 77037 frames
1249
+ Requested Block Size 16.0 MB
1250
+ Peak Block count 1
1251
+ Peak Allocated memory 17.3 MB
1252
+ Peak Large allocation bytes 16.0 MB
1253
+ [ALLOC_TEMP_JOB_1_FRAME]
1254
+ Initial Block Size 2.0 MB
1255
+ Used Block Count 1
1256
+ Overflow Count (too large) 0
1257
+ Overflow Count (full) 0
1258
+ [ALLOC_TEMP_JOB_2_FRAMES]
1259
+ Initial Block Size 2.0 MB
1260
+ Used Block Count 1
1261
+ Overflow Count (too large) 0
1262
+ Overflow Count (full) 0
1263
+ [ALLOC_TEMP_JOB_4_FRAMES (JobTemp)]
1264
+ Initial Block Size 2.0 MB
1265
+ Used Block Count 2
1266
+ Overflow Count (too large) 0
1267
+ Overflow Count (full) 0
1268
+ [ALLOC_TEMP_JOB_ASYNC (Background)]
1269
+ Initial Block Size 1.0 MB
1270
+ Used Block Count 3
1271
+ Overflow Count (too large) 0
1272
+ Overflow Count (full) 0
1273
+ [ALLOC_GFX] Dual Thread Allocator
1274
+ Peak main deferred allocation count 0
1275
+ [ALLOC_BUCKET]
1276
+ Large Block size 4.0 MB
1277
+ Used Block count 1
1278
+ Peak Allocated bytes 1.0 MB
1279
+ [ALLOC_GFX_MAIN]
1280
+ Peak usage frame count: [32.0 KB-64.0 KB]: 77036 frames, [64.0 KB-128.0 KB]: 1 frames
1281
+ Requested Block Size 16.0 MB
1282
+ Peak Block count 1
1283
+ Peak Allocated memory 65.6 KB
1284
+ Peak Large allocation bytes 0 B
1285
+ [ALLOC_GFX_THREAD]
1286
+ Peak usage frame count: [128.0 KB-256.0 KB]: 77037 frames
1287
+ Requested Block Size 16.0 MB
1288
+ Peak Block count 1
1289
+ Peak Allocated memory 173.5 KB
1290
+ Peak Large allocation bytes 0 B
1291
+ [ALLOC_CACHEOBJECTS] Dual Thread Allocator
1292
+ Peak main deferred allocation count 0
1293
+ [ALLOC_BUCKET]
1294
+ Large Block size 4.0 MB
1295
+ Used Block count 1
1296
+ Peak Allocated bytes 1.0 MB
1297
+ [ALLOC_CACHEOBJECTS_MAIN]
1298
+ Peak usage frame count: [0.5 MB-1.0 MB]: 77037 frames
1299
+ Requested Block Size 4.0 MB
1300
+ Peak Block count 1
1301
+ Peak Allocated memory 0.6 MB
1302
+ Peak Large allocation bytes 0 B
1303
+ [ALLOC_CACHEOBJECTS_THREAD]
1304
+ Peak usage frame count: [0.5 MB-1.0 MB]: 77036 frames, [4.0 MB-8.0 MB]: 1 frames
1305
+ Requested Block Size 4.0 MB
1306
+ Peak Block count 2
1307
+ Peak Allocated memory 4.4 MB
1308
+ Peak Large allocation bytes 0 B
1309
+ [ALLOC_TYPETREE] Dual Thread Allocator
1310
+ Peak main deferred allocation count 0
1311
+ [ALLOC_BUCKET]
1312
+ Large Block size 4.0 MB
1313
+ Used Block count 1
1314
+ Peak Allocated bytes 1.0 MB
1315
+ [ALLOC_TYPETREE_MAIN]
1316
+ Peak usage frame count: [0-1.0 KB]: 77037 frames
1317
+ Requested Block Size 2.0 MB
1318
+ Peak Block count 1
1319
+ Peak Allocated memory 1.0 KB
1320
+ Peak Large allocation bytes 0 B
1321
+ [ALLOC_TYPETREE_THREAD]
1322
+ Peak usage frame count: [1.0 KB-2.0 KB]: 77036 frames, [2.0 KB-4.0 KB]: 1 frames
1323
+ Requested Block Size 2.0 MB
1324
+ Peak Block count 1
1325
+ Peak Allocated memory 2.2 KB
1326
+ Peak Large allocation bytes 0 B
run_logs/timers.json ADDED
@@ -0,0 +1,424 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "root",
3
+ "gauges": {
4
+ "SoccerTwos.Policy.Entropy.mean": {
5
+ "value": 2.2442386150360107,
6
+ "min": 2.2442386150360107,
7
+ "max": 3.2957119941711426,
8
+ "count": 403
9
+ },
10
+ "SoccerTwos.Policy.Entropy.sum": {
11
+ "value": 43161.19921875,
12
+ "min": 22773.53515625,
13
+ "max": 112429.953125,
14
+ "count": 403
15
+ },
16
+ "SoccerTwos.Environment.EpisodeLength.mean": {
17
+ "value": 50.302083333333336,
18
+ "min": 41.21367521367522,
19
+ "max": 999.0,
20
+ "count": 403
21
+ },
22
+ "SoccerTwos.Environment.EpisodeLength.sum": {
23
+ "value": 19316.0,
24
+ "min": 11292.0,
25
+ "max": 28020.0,
26
+ "count": 403
27
+ },
28
+ "SoccerTwos.Self-play.ELO.mean": {
29
+ "value": 1428.8541944114083,
30
+ "min": 1186.3358990157788,
31
+ "max": 1439.0478025289485,
32
+ "count": 341
33
+ },
34
+ "SoccerTwos.Self-play.ELO.sum": {
35
+ "value": 274340.0053269904,
36
+ "min": 2376.9510585950125,
37
+ "max": 339043.8703487618,
38
+ "count": 341
39
+ },
40
+ "SoccerTwos.Step.mean": {
41
+ "value": 4029942.0,
42
+ "min": 9028.0,
43
+ "max": 4029942.0,
44
+ "count": 403
45
+ },
46
+ "SoccerTwos.Step.sum": {
47
+ "value": 4029942.0,
48
+ "min": 9028.0,
49
+ "max": 4029942.0,
50
+ "count": 403
51
+ },
52
+ "SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
53
+ "value": 0.036567267030477524,
54
+ "min": -0.10431957244873047,
55
+ "max": 0.1856556087732315,
56
+ "count": 403
57
+ },
58
+ "SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
59
+ "value": 7.057482719421387,
60
+ "min": -21.087669372558594,
61
+ "max": 28.77661895751953,
62
+ "count": 403
63
+ },
64
+ "SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
65
+ "value": 0.03692905232310295,
66
+ "min": -0.10639823228120804,
67
+ "max": 0.18255189061164856,
68
+ "count": 403
69
+ },
70
+ "SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
71
+ "value": 7.127306938171387,
72
+ "min": -20.302501678466797,
73
+ "max": 28.295543670654297,
74
+ "count": 403
75
+ },
76
+ "SoccerTwos.Environment.CumulativeReward.mean": {
77
+ "value": 0.0,
78
+ "min": 0.0,
79
+ "max": 0.0,
80
+ "count": 403
81
+ },
82
+ "SoccerTwos.Environment.CumulativeReward.sum": {
83
+ "value": 0.0,
84
+ "min": 0.0,
85
+ "max": 0.0,
86
+ "count": 403
87
+ },
88
+ "SoccerTwos.Policy.ExtrinsicReward.mean": {
89
+ "value": -0.12972020670539974,
90
+ "min": -0.6666666666666666,
91
+ "max": 0.4373333305120468,
92
+ "count": 403
93
+ },
94
+ "SoccerTwos.Policy.ExtrinsicReward.sum": {
95
+ "value": -25.03599989414215,
96
+ "min": -37.25259989500046,
97
+ "max": 62.454399943351746,
98
+ "count": 403
99
+ },
100
+ "SoccerTwos.Environment.GroupCumulativeReward.mean": {
101
+ "value": -0.12972020670539974,
102
+ "min": -0.6666666666666666,
103
+ "max": 0.4373333305120468,
104
+ "count": 403
105
+ },
106
+ "SoccerTwos.Environment.GroupCumulativeReward.sum": {
107
+ "value": -25.03599989414215,
108
+ "min": -37.25259989500046,
109
+ "max": 62.454399943351746,
110
+ "count": 403
111
+ },
112
+ "SoccerTwos.IsTraining.mean": {
113
+ "value": 1.0,
114
+ "min": 1.0,
115
+ "max": 1.0,
116
+ "count": 403
117
+ },
118
+ "SoccerTwos.IsTraining.sum": {
119
+ "value": 1.0,
120
+ "min": 1.0,
121
+ "max": 1.0,
122
+ "count": 403
123
+ },
124
+ "SoccerTwos.Losses.PolicyLoss.mean": {
125
+ "value": 0.016675695937980586,
126
+ "min": 0.01156629209581297,
127
+ "max": 0.022798085392666204,
128
+ "count": 190
129
+ },
130
+ "SoccerTwos.Losses.PolicyLoss.sum": {
131
+ "value": 0.016675695937980586,
132
+ "min": 0.01156629209581297,
133
+ "max": 0.022798085392666204,
134
+ "count": 190
135
+ },
136
+ "SoccerTwos.Losses.ValueLoss.mean": {
137
+ "value": 0.10181177407503128,
138
+ "min": 4.791565070642415e-07,
139
+ "max": 0.1080866684516271,
140
+ "count": 190
141
+ },
142
+ "SoccerTwos.Losses.ValueLoss.sum": {
143
+ "value": 0.10181177407503128,
144
+ "min": 4.791565070642415e-07,
145
+ "max": 0.1080866684516271,
146
+ "count": 190
147
+ },
148
+ "SoccerTwos.Losses.BaselineLoss.mean": {
149
+ "value": 0.10323484316468239,
150
+ "min": 6.557265436413217e-07,
151
+ "max": 0.10965974380572636,
152
+ "count": 190
153
+ },
154
+ "SoccerTwos.Losses.BaselineLoss.sum": {
155
+ "value": 0.10323484316468239,
156
+ "min": 6.557265436413217e-07,
157
+ "max": 0.10965974380572636,
158
+ "count": 190
159
+ },
160
+ "SoccerTwos.Policy.LearningRate.mean": {
161
+ "value": 0.0003,
162
+ "min": 0.0003,
163
+ "max": 0.0003,
164
+ "count": 190
165
+ },
166
+ "SoccerTwos.Policy.LearningRate.sum": {
167
+ "value": 0.0003,
168
+ "min": 0.0003,
169
+ "max": 0.0003,
170
+ "count": 190
171
+ },
172
+ "SoccerTwos.Policy.Epsilon.mean": {
173
+ "value": 0.20000000000000007,
174
+ "min": 0.2,
175
+ "max": 0.20000000000000007,
176
+ "count": 190
177
+ },
178
+ "SoccerTwos.Policy.Epsilon.sum": {
179
+ "value": 0.20000000000000007,
180
+ "min": 0.2,
181
+ "max": 0.20000000000000007,
182
+ "count": 190
183
+ },
184
+ "SoccerTwos.Policy.Beta.mean": {
185
+ "value": 0.005000000000000001,
186
+ "min": 0.005,
187
+ "max": 0.005000000000000001,
188
+ "count": 190
189
+ },
190
+ "SoccerTwos.Policy.Beta.sum": {
191
+ "value": 0.005000000000000001,
192
+ "min": 0.005,
193
+ "max": 0.005000000000000001,
194
+ "count": 190
195
+ }
196
+ },
197
+ "metadata": {
198
+ "timer_format_version": "0.1.0",
199
+ "start_time_seconds": "1679239730",
200
+ "python_version": "3.9.16 (main, Dec 7 2022, 01:11:51) \n[GCC 9.4.0]",
201
+ "command_line_arguments": "/usr/local/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/linux/SoccerTwos --run-id=SoccerTwos --no-graphics",
202
+ "mlagents_version": "0.31.0.dev0",
203
+ "mlagents_envs_version": "0.31.0.dev0",
204
+ "communication_protocol_version": "1.5.0",
205
+ "pytorch_version": "1.11.0+cu113",
206
+ "numpy_version": "1.21.2",
207
+ "end_time_seconds": "1679247294"
208
+ },
209
+ "total": 7563.9356245789995,
210
+ "count": 1,
211
+ "self": 0.07215274600002886,
212
+ "children": {
213
+ "run_training.setup": {
214
+ "total": 0.10909197699993456,
215
+ "count": 1,
216
+ "self": 0.10909197699993456
217
+ },
218
+ "TrainerController.start_learning": {
219
+ "total": 7563.754379856,
220
+ "count": 1,
221
+ "self": 6.913387887071622,
222
+ "children": {
223
+ "TrainerController._reset_env": {
224
+ "total": 10.886652885003286,
225
+ "count": 21,
226
+ "self": 10.886652885003286
227
+ },
228
+ "TrainerController.advance": {
229
+ "total": 7545.704305595925,
230
+ "count": 268825,
231
+ "self": 7.145799377557523,
232
+ "children": {
233
+ "env_step": {
234
+ "total": 5952.870888430296,
235
+ "count": 268825,
236
+ "self": 4429.700663213434,
237
+ "children": {
238
+ "SubprocessEnvManager._take_step": {
239
+ "total": 1519.2379388948186,
240
+ "count": 268825,
241
+ "self": 44.147688812609886,
242
+ "children": {
243
+ "TorchPolicy.evaluate": {
244
+ "total": 1475.0902500822087,
245
+ "count": 513588,
246
+ "self": 1475.0902500822087
247
+ }
248
+ }
249
+ },
250
+ "workers": {
251
+ "total": 3.9322863220431827,
252
+ "count": 268824,
253
+ "self": 0.0,
254
+ "children": {
255
+ "worker_root": {
256
+ "total": 7551.419511812995,
257
+ "count": 268824,
258
+ "is_parallel": true,
259
+ "self": 3867.5222084200077,
260
+ "children": {
261
+ "run_training.setup": {
262
+ "total": 0.0,
263
+ "count": 0,
264
+ "is_parallel": true,
265
+ "self": 0.0,
266
+ "children": {
267
+ "steps_from_proto": {
268
+ "total": 0.002962532000083229,
269
+ "count": 2,
270
+ "is_parallel": true,
271
+ "self": 0.0007978160003858648,
272
+ "children": {
273
+ "_process_rank_one_or_two_observation": {
274
+ "total": 0.002164715999697364,
275
+ "count": 8,
276
+ "is_parallel": true,
277
+ "self": 0.002164715999697364
278
+ }
279
+ }
280
+ },
281
+ "UnityEnvironment.step": {
282
+ "total": 0.02992465700003777,
283
+ "count": 1,
284
+ "is_parallel": true,
285
+ "self": 0.0006568670000888233,
286
+ "children": {
287
+ "UnityEnvironment._generate_step_input": {
288
+ "total": 0.0006329539999114786,
289
+ "count": 1,
290
+ "is_parallel": true,
291
+ "self": 0.0006329539999114786
292
+ },
293
+ "communicator.exchange": {
294
+ "total": 0.02654441799995766,
295
+ "count": 1,
296
+ "is_parallel": true,
297
+ "self": 0.02654441799995766
298
+ },
299
+ "steps_from_proto": {
300
+ "total": 0.002090418000079808,
301
+ "count": 2,
302
+ "is_parallel": true,
303
+ "self": 0.00041759800024010474,
304
+ "children": {
305
+ "_process_rank_one_or_two_observation": {
306
+ "total": 0.001672819999839703,
307
+ "count": 8,
308
+ "is_parallel": true,
309
+ "self": 0.001672819999839703
310
+ }
311
+ }
312
+ }
313
+ }
314
+ }
315
+ }
316
+ },
317
+ "UnityEnvironment.step": {
318
+ "total": 3683.8552501989852,
319
+ "count": 268823,
320
+ "is_parallel": true,
321
+ "self": 166.78643356635666,
322
+ "children": {
323
+ "UnityEnvironment._generate_step_input": {
324
+ "total": 106.24675191213942,
325
+ "count": 268823,
326
+ "is_parallel": true,
327
+ "self": 106.24675191213942
328
+ },
329
+ "communicator.exchange": {
330
+ "total": 2889.397301513833,
331
+ "count": 268823,
332
+ "is_parallel": true,
333
+ "self": 2889.397301513833
334
+ },
335
+ "steps_from_proto": {
336
+ "total": 521.4247632066558,
337
+ "count": 537646,
338
+ "is_parallel": true,
339
+ "self": 101.52583203264567,
340
+ "children": {
341
+ "_process_rank_one_or_two_observation": {
342
+ "total": 419.89893117401016,
343
+ "count": 2150584,
344
+ "is_parallel": true,
345
+ "self": 419.89893117401016
346
+ }
347
+ }
348
+ }
349
+ }
350
+ },
351
+ "steps_from_proto": {
352
+ "total": 0.0420531940019373,
353
+ "count": 40,
354
+ "is_parallel": true,
355
+ "self": 0.008218023000154062,
356
+ "children": {
357
+ "_process_rank_one_or_two_observation": {
358
+ "total": 0.03383517100178324,
359
+ "count": 160,
360
+ "is_parallel": true,
361
+ "self": 0.03383517100178324
362
+ }
363
+ }
364
+ }
365
+ }
366
+ }
367
+ }
368
+ }
369
+ }
370
+ },
371
+ "trainer_advance": {
372
+ "total": 1585.6876177880713,
373
+ "count": 268824,
374
+ "self": 51.371071677157715,
375
+ "children": {
376
+ "process_trajectory": {
377
+ "total": 594.1098656239042,
378
+ "count": 268824,
379
+ "self": 592.1405817609029,
380
+ "children": {
381
+ "RLTrainer._checkpoint": {
382
+ "total": 1.9692838630012375,
383
+ "count": 8,
384
+ "self": 1.9692838630012375
385
+ }
386
+ }
387
+ },
388
+ "_update_policy": {
389
+ "total": 940.2066804870094,
390
+ "count": 191,
391
+ "self": 655.0171119950141,
392
+ "children": {
393
+ "TorchPOCAOptimizer.update": {
394
+ "total": 285.18956849199526,
395
+ "count": 5733,
396
+ "self": 285.18956849199526
397
+ }
398
+ }
399
+ }
400
+ }
401
+ }
402
+ }
403
+ },
404
+ "trainer_threads": {
405
+ "total": 1.2489999789977446e-06,
406
+ "count": 1,
407
+ "self": 1.2489999789977446e-06
408
+ },
409
+ "TrainerController._save_models": {
410
+ "total": 0.2500322390005749,
411
+ "count": 1,
412
+ "self": 0.0019761210005526664,
413
+ "children": {
414
+ "RLTrainer._checkpoint": {
415
+ "total": 0.24805611800002225,
416
+ "count": 1,
417
+ "self": 0.24805611800002225
418
+ }
419
+ }
420
+ }
421
+ }
422
+ }
423
+ }
424
+ }
run_logs/training_status.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "SoccerTwos": {
3
+ "checkpoints": [
4
+ {
5
+ "steps": 2499979,
6
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-2499979.onnx",
7
+ "reward": 0.0,
8
+ "creation_time": 1679244222.8399334,
9
+ "auxillary_file_paths": [
10
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-2499979.pt"
11
+ ]
12
+ },
13
+ {
14
+ "steps": 2999861,
15
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-2999861.onnx",
16
+ "reward": 0.0,
17
+ "creation_time": 1679245200.6868012,
18
+ "auxillary_file_paths": [
19
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-2999861.pt"
20
+ ]
21
+ },
22
+ {
23
+ "steps": 3499963,
24
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-3499963.onnx",
25
+ "reward": 0.0,
26
+ "creation_time": 1679246209.7074754,
27
+ "auxillary_file_paths": [
28
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-3499963.pt"
29
+ ]
30
+ },
31
+ {
32
+ "steps": 3999948,
33
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-3999948.onnx",
34
+ "reward": 0.0,
35
+ "creation_time": 1679247225.9245877,
36
+ "auxillary_file_paths": [
37
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-3999948.pt"
38
+ ]
39
+ },
40
+ {
41
+ "steps": 4031102,
42
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-4031102.onnx",
43
+ "reward": 0.0,
44
+ "creation_time": 1679247294.8208523,
45
+ "auxillary_file_paths": [
46
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-4031102.pt"
47
+ ]
48
+ }
49
+ ],
50
+ "elo": 1425.8904392184677,
51
+ "final_checkpoint": {
52
+ "steps": 4031102,
53
+ "file_path": "results/SoccerTwos/SoccerTwos.onnx",
54
+ "reward": 0.0,
55
+ "creation_time": 1679247294.8208523,
56
+ "auxillary_file_paths": [
57
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-4031102.pt"
58
+ ]
59
+ }
60
+ },
61
+ "metadata": {
62
+ "stats_format_version": "0.3.0",
63
+ "mlagents_version": "0.31.0.dev0",
64
+ "torch_version": "1.11.0+cu113"
65
+ }
66
+ }