Terps commited on
Commit
0cb907a
1 Parent(s): f1c6fc4

First Push

Browse files
README.md ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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**
12
+ using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
13
+
14
+ ## Usage (with ML-Agents)
15
+ The Documentation: https://unity-technologies.github.io/ml-agents/ML-Agents-Toolkit-Documentation/
16
+
17
+ We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
18
+ - A *short tutorial* where you teach Huggy the Dog 🐶 to fetch the stick and then play with him directly in your
19
+ browser: https://huggingface.co/learn/deep-rl-course/unitbonus1/introduction
20
+ - A *longer tutorial* to understand how works ML-Agents:
21
+ https://huggingface.co/learn/deep-rl-course/unit5/introduction
22
+
23
+ ### Resume the training
24
+ ```bash
25
+ mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
26
+ ```
27
+
28
+ ### Watch your Agent play
29
+ You can watch your agent **playing directly in your browser**
30
+
31
+ 1. If the environment is part of ML-Agents official environments, go to https://huggingface.co/unity
32
+ 2. Step 1: Find your model_id: Terps/poca-SoccerTwos
33
+ 3. Step 2: Select your *.nn /*.onnx file
34
+ 4. Click on Watch the agent play 👀
35
+
SoccerTwos.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b95ff34f837320513022a0d6559e382770e5a140d27d8489ab44dc518639b9fb
3
+ size 1764633
SoccerTwos/SoccerTwos-10008652.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b95ff34f837320513022a0d6559e382770e5a140d27d8489ab44dc518639b9fb
3
+ size 1764633
SoccerTwos/SoccerTwos-10008652.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7ffcfbe372740831ca398383b4bcf0a16fc7e77589b4c43698ec3e57cbddabee
3
+ size 28422481
SoccerTwos/SoccerTwos-8499990.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:96698eddd93058adfadd207768874aadabc85594898276b33ef194c741aa0f49
3
+ size 1764633
SoccerTwos/SoccerTwos-8499990.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:15d1d69c611b167afbb5a72e9c2b49a1a88f2ad74cc08f91a984c5d5b468be41
3
+ size 28422481
SoccerTwos/SoccerTwos-8999756.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:59632576c684c45b64f606d94effbe6c047d7389d7e42ff22f1a1decb411a6cd
3
+ size 1764633
SoccerTwos/SoccerTwos-8999756.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9026c38b3e89d93a32a0b7cc291e8e3b43c292265c21b9a4c961d035e5e41476
3
+ size 28422481
SoccerTwos/SoccerTwos-9499964.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ceda594ecbc2ccf26389386ea172d8f58eed7f675a57ee9ff186fe751d737df7
3
+ size 1764633
SoccerTwos/SoccerTwos-9499964.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:968e95863f2f03a74fba28cc1e0a226f3746a69f1b32c865d7ff79f98779032a
3
+ size 28422481
SoccerTwos/SoccerTwos-9999972.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f435d906f583b320f55f25523dd220faa37eb17fbb6c2e0823e9abaa19492475
3
+ size 1764633
SoccerTwos/SoccerTwos-9999972.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eb652207c398f5154934de018cf074287d8be648e146ecb6d2963e8fe7afb7df
3
+ size 28422481
SoccerTwos/checkpoint.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7ffcfbe372740831ca398383b4bcf0a16fc7e77589b4c43698ec3e57cbddabee
3
+ size 28422481
SoccerTwos/events.out.tfevents.1694708791.ThePortal.11620.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:51a1aaa359a07ff6e649bd671a239d2aa673f961c51713def9b52336f5b473d5
3
+ size 9996602
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": 20000, "team_change": 500000, "swap_steps": 5000, "window": 10, "play_against_latest_model_ratio": 0.5, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./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": "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}
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: 20000
46
+ team_change: 500000
47
+ swap_steps: 5000
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/SoccerTwos/SoccerTwos.x86_64
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: true
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 +1,877 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Mono path[0] = '/home/terps/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
2
+ Mono config path = '/home/terps/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
3
+ Preloaded 'lib_burst_generated.so'
4
+ Preloaded 'libgrpc_csharp_ext.x64.so'
5
+ PlayerPrefs - Creating folder: /home/terps/.config/unity3d/Unity Technologies
6
+ PlayerPrefs - Creating folder: /home/terps/.config/unity3d/Unity Technologies/SoccerTwos
7
+ Unable to load player prefs
8
+ Initialize engine version: 2021.3.14f1 (eee1884e7226)
9
+ [Subsystems] Discovering subsystems at path /home/terps/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
10
+ Forcing GfxDevice: Null
11
+ GfxDevice: creating device client; threaded=0; jobified=0
12
+ NullGfxDevice:
13
+ Version: NULL 1.0 [1.0]
14
+ Renderer: Null Device
15
+ Vendor: Unity Technologies
16
+ Begin MonoManager ReloadAssembly
17
+ - Completed reload, in 0.104 seconds
18
+ ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
19
+ ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
20
+ ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
21
+ WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
22
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
23
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
24
+ ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
25
+ WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
26
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
27
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
28
+ WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
29
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
30
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
31
+ ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
32
+ WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
33
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
34
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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
+ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
39
+ WARNING: Shader Unsupported: 'Standard' - All subshaders removed
40
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
41
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
42
+ UnloadTime: 0.724200 ms
43
+ Registered Communicator in Agent.
44
+ ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
45
+ requesting resize 84 x 84
46
+ TOO LONG
47
+ TOO LONG
48
+ TOO LONG
49
+ TOO LONG
50
+ TOO LONG
51
+ TOO LONG
52
+ TOO LONG
53
+ TOO LONG
54
+ TOO LONG
55
+ TOO LONG
56
+ TOO LONG
57
+ TOO LONG
58
+ TOO LONG
59
+ TOO LONG
60
+ TOO LONG
61
+ TOO LONG
62
+ TOO LONG
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
+ Setting up 6 worker threads for Enlighten.
617
+ Memory Statistics:
618
+ [ALLOC_TEMP_TLS] TLS Allocator
619
+ StackAllocators :
620
+ [ALLOC_TEMP_MAIN]
621
+ Peak usage frame count: [8.0 KB-16.0 KB]: 188213 frames, [2.0 MB-4.0 MB]: 1 frames
622
+ Initial Block Size 4.0 MB
623
+ Current Block Size 4.0 MB
624
+ Peak Allocated Bytes 2.1 MB
625
+ Overflow Count 0
626
+ [ALLOC_TEMP_Loading.AsyncRead]
627
+ Initial Block Size 64.0 KB
628
+ Current Block Size 64.0 KB
629
+ Peak Allocated Bytes 128 B
630
+ Overflow Count 0
631
+ [ALLOC_TEMP_Loading.PreloadManager]
632
+ Initial Block Size 256.0 KB
633
+ Current Block Size 300.0 KB
634
+ Peak Allocated Bytes 249.6 KB
635
+ Overflow Count 4
636
+ [ALLOC_TEMP_Background Job.Worker 8]
637
+ Initial Block Size 32.0 KB
638
+ Current Block Size 32.0 KB
639
+ Peak Allocated Bytes 0 B
640
+ Overflow Count 0
641
+ [ALLOC_TEMP_Job.Worker 6]
642
+ Initial Block Size 256.0 KB
643
+ Current Block Size 256.0 KB
644
+ Peak Allocated Bytes 0 B
645
+ Overflow Count 0
646
+ [ALLOC_TEMP_Job.Worker 0]
647
+ Initial Block Size 256.0 KB
648
+ Current Block Size 256.0 KB
649
+ Peak Allocated Bytes 0.7 KB
650
+ Overflow Count 0
651
+ [ALLOC_TEMP_Background Job.Worker 10]
652
+ Initial Block Size 32.0 KB
653
+ Current Block Size 32.0 KB
654
+ Peak Allocated Bytes 0 B
655
+ Overflow Count 0
656
+ [ALLOC_TEMP_Background Job.Worker 9]
657
+ Initial Block Size 32.0 KB
658
+ Current Block Size 32.0 KB
659
+ Peak Allocated Bytes 0 B
660
+ Overflow Count 0
661
+ [ALLOC_TEMP_Job.Worker 5]
662
+ Initial Block Size 256.0 KB
663
+ Current Block Size 256.0 KB
664
+ Peak Allocated Bytes 0 B
665
+ Overflow Count 0
666
+ [ALLOC_TEMP_Background Job.Worker 14]
667
+ Initial Block Size 32.0 KB
668
+ Current Block Size 32.0 KB
669
+ Peak Allocated Bytes 0 B
670
+ Overflow Count 0
671
+ [ALLOC_TEMP_Background Job.Worker 6]
672
+ Initial Block Size 32.0 KB
673
+ Current Block Size 32.0 KB
674
+ Peak Allocated Bytes 0 B
675
+ Overflow Count 0
676
+ [ALLOC_TEMP_Job.Worker 4]
677
+ Initial Block Size 256.0 KB
678
+ Current Block Size 256.0 KB
679
+ Peak Allocated Bytes 0 B
680
+ Overflow Count 0
681
+ [ALLOC_TEMP_Job.Worker 3]
682
+ Initial Block Size 256.0 KB
683
+ Current Block Size 256.0 KB
684
+ Peak Allocated Bytes 0 B
685
+ Overflow Count 0
686
+ [ALLOC_TEMP_Background Job.Worker 12]
687
+ Initial Block Size 32.0 KB
688
+ Current Block Size 32.0 KB
689
+ Peak Allocated Bytes 0 B
690
+ Overflow Count 0
691
+ [ALLOC_TEMP_EnlightenWorker] x 6
692
+ Initial Block Size 64.0 KB
693
+ Current Block Size 64.0 KB
694
+ Peak Allocated Bytes 0 B
695
+ Overflow Count 0
696
+ [ALLOC_TEMP_Background Job.Worker 15]
697
+ Initial Block Size 32.0 KB
698
+ Current Block Size 32.0 KB
699
+ Peak Allocated Bytes 0 B
700
+ Overflow Count 0
701
+ [ALLOC_TEMP_Background Job.Worker 1]
702
+ Initial Block Size 32.0 KB
703
+ Current Block Size 32.0 KB
704
+ Peak Allocated Bytes 0 B
705
+ Overflow Count 0
706
+ [ALLOC_TEMP_Background Job.Worker 2]
707
+ Initial Block Size 32.0 KB
708
+ Current Block Size 32.0 KB
709
+ Peak Allocated Bytes 0 B
710
+ Overflow Count 0
711
+ [ALLOC_TEMP_Background Job.Worker 7]
712
+ Initial Block Size 32.0 KB
713
+ Current Block Size 32.0 KB
714
+ Peak Allocated Bytes 0 B
715
+ Overflow Count 0
716
+ [ALLOC_TEMP_AssetGarbageCollectorHelper] x 11
717
+ Initial Block Size 64.0 KB
718
+ Current Block Size 64.0 KB
719
+ Peak Allocated Bytes 0 B
720
+ Overflow Count 0
721
+ [ALLOC_TEMP_Background Job.Worker 5]
722
+ Initial Block Size 32.0 KB
723
+ Current Block Size 32.0 KB
724
+ Peak Allocated Bytes 0 B
725
+ Overflow Count 0
726
+ [ALLOC_TEMP_Job.Worker 9]
727
+ Initial Block Size 256.0 KB
728
+ Current Block Size 256.0 KB
729
+ Peak Allocated Bytes 0 B
730
+ Overflow Count 0
731
+ [ALLOC_TEMP_Background Job.Worker 13]
732
+ Initial Block Size 32.0 KB
733
+ Current Block Size 32.0 KB
734
+ Peak Allocated Bytes 0 B
735
+ Overflow Count 0
736
+ [ALLOC_TEMP_Job.Worker 8]
737
+ Initial Block Size 256.0 KB
738
+ Current Block Size 256.0 KB
739
+ Peak Allocated Bytes 0 B
740
+ Overflow Count 0
741
+ [ALLOC_TEMP_Job.Worker 7]
742
+ Initial Block Size 256.0 KB
743
+ Current Block Size 256.0 KB
744
+ Peak Allocated Bytes 0 B
745
+ Overflow Count 0
746
+ [ALLOC_TEMP_Job.Worker 1]
747
+ Initial Block Size 256.0 KB
748
+ Current Block Size 256.0 KB
749
+ Peak Allocated Bytes 0 B
750
+ Overflow Count 0
751
+ [ALLOC_TEMP_Job.Worker 2]
752
+ Initial Block Size 256.0 KB
753
+ Current Block Size 256.0 KB
754
+ Peak Allocated Bytes 0 B
755
+ Overflow Count 0
756
+ [ALLOC_TEMP_Background Job.Worker 3]
757
+ Initial Block Size 32.0 KB
758
+ Current Block Size 32.0 KB
759
+ Peak Allocated Bytes 0 B
760
+ Overflow Count 0
761
+ [ALLOC_TEMP_Background Job.Worker 11]
762
+ Initial Block Size 32.0 KB
763
+ Current Block Size 32.0 KB
764
+ Peak Allocated Bytes 0 B
765
+ Overflow Count 0
766
+ [ALLOC_TEMP_Job.Worker 10]
767
+ Initial Block Size 256.0 KB
768
+ Current Block Size 256.0 KB
769
+ Peak Allocated Bytes 0 B
770
+ Overflow Count 0
771
+ [ALLOC_TEMP_Background Job.Worker 0]
772
+ Initial Block Size 32.0 KB
773
+ Current Block Size 32.0 KB
774
+ Peak Allocated Bytes 0 B
775
+ Overflow Count 0
776
+ [ALLOC_TEMP_Background Job.Worker 4]
777
+ Initial Block Size 32.0 KB
778
+ Current Block Size 32.0 KB
779
+ Peak Allocated Bytes 0 B
780
+ Overflow Count 0
781
+ [ALLOC_TEMP_BatchDeleteObjects]
782
+ Initial Block Size 64.0 KB
783
+ Current Block Size 64.0 KB
784
+ Peak Allocated Bytes 0 B
785
+ Overflow Count 0
786
+ [ALLOC_DEFAULT] Dual Thread Allocator
787
+ Peak main deferred allocation count 3
788
+ [ALLOC_BUCKET]
789
+ Large Block size 4.0 MB
790
+ Used Block count 1
791
+ Peak Allocated bytes 1.0 MB
792
+ [ALLOC_DEFAULT_MAIN]
793
+ Peak usage frame count: [4.0 MB-8.0 MB]: 188214 frames
794
+ Requested Block Size 16.0 MB
795
+ Peak Block count 1
796
+ Peak Allocated memory 4.8 MB
797
+ Peak Large allocation bytes 0 B
798
+ [ALLOC_DEFAULT_THREAD]
799
+ Peak usage frame count: [16.0 MB-32.0 MB]: 188214 frames
800
+ Requested Block Size 16.0 MB
801
+ Peak Block count 1
802
+ Peak Allocated memory 17.4 MB
803
+ Peak Large allocation bytes 16.0 MB
804
+ [ALLOC_TEMP_JOB_1_FRAME]
805
+ Initial Block Size 2.0 MB
806
+ Used Block Count 1
807
+ Overflow Count (too large) 0
808
+ Overflow Count (full) 0
809
+ [ALLOC_TEMP_JOB_2_FRAMES]
810
+ Initial Block Size 2.0 MB
811
+ Used Block Count 1
812
+ Overflow Count (too large) 0
813
+ Overflow Count (full) 0
814
+ [ALLOC_TEMP_JOB_4_FRAMES (JobTemp)]
815
+ Initial Block Size 2.0 MB
816
+ Used Block Count 2
817
+ Overflow Count (too large) 0
818
+ Overflow Count (full) 0
819
+ [ALLOC_TEMP_JOB_ASYNC (Background)]
820
+ Initial Block Size 1.0 MB
821
+ Used Block Count 3
822
+ Overflow Count (too large) 0
823
+ Overflow Count (full) 0
824
+ [ALLOC_GFX] Dual Thread Allocator
825
+ Peak main deferred allocation count 0
826
+ [ALLOC_BUCKET]
827
+ Large Block size 4.0 MB
828
+ Used Block count 1
829
+ Peak Allocated bytes 1.0 MB
830
+ [ALLOC_GFX_MAIN]
831
+ Peak usage frame count: [32.0 KB-64.0 KB]: 188213 frames, [64.0 KB-128.0 KB]: 1 frames
832
+ Requested Block Size 16.0 MB
833
+ Peak Block count 1
834
+ Peak Allocated memory 65.6 KB
835
+ Peak Large allocation bytes 0 B
836
+ [ALLOC_GFX_THREAD]
837
+ Peak usage frame count: [128.0 KB-256.0 KB]: 188214 frames
838
+ Requested Block Size 16.0 MB
839
+ Peak Block count 1
840
+ Peak Allocated memory 173.5 KB
841
+ Peak Large allocation bytes 0 B
842
+ [ALLOC_CACHEOBJECTS] Dual Thread Allocator
843
+ Peak main deferred allocation count 0
844
+ [ALLOC_BUCKET]
845
+ Large Block size 4.0 MB
846
+ Used Block count 1
847
+ Peak Allocated bytes 1.0 MB
848
+ [ALLOC_CACHEOBJECTS_MAIN]
849
+ Peak usage frame count: [0.5 MB-1.0 MB]: 188214 frames
850
+ Requested Block Size 4.0 MB
851
+ Peak Block count 1
852
+ Peak Allocated memory 0.6 MB
853
+ Peak Large allocation bytes 0 B
854
+ [ALLOC_CACHEOBJECTS_THREAD]
855
+ Peak usage frame count: [0.5 MB-1.0 MB]: 188213 frames, [4.0 MB-8.0 MB]: 1 frames
856
+ Requested Block Size 4.0 MB
857
+ Peak Block count 2
858
+ Peak Allocated memory 4.5 MB
859
+ Peak Large allocation bytes 0 B
860
+ [ALLOC_TYPETREE] Dual Thread Allocator
861
+ Peak main deferred allocation count 0
862
+ [ALLOC_BUCKET]
863
+ Large Block size 4.0 MB
864
+ Used Block count 1
865
+ Peak Allocated bytes 1.0 MB
866
+ [ALLOC_TYPETREE_MAIN]
867
+ Peak usage frame count: [0-1.0 KB]: 188214 frames
868
+ Requested Block Size 2.0 MB
869
+ Peak Block count 1
870
+ Peak Allocated memory 1.0 KB
871
+ Peak Large allocation bytes 0 B
872
+ [ALLOC_TYPETREE_THREAD]
873
+ Peak usage frame count: [1.0 KB-2.0 KB]: 188213 frames, [2.0 KB-4.0 KB]: 1 frames
874
+ Requested Block Size 2.0 MB
875
+ Peak Block count 1
876
+ Peak Allocated memory 2.2 KB
877
+ 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": 1.5969356298446655,
6
+ "min": 1.5406135320663452,
7
+ "max": 3.2957420349121094,
8
+ "count": 1000
9
+ },
10
+ "SoccerTwos.Policy.Entropy.sum": {
11
+ "value": 32807.4453125,
12
+ "min": 22233.03515625,
13
+ "max": 119406.3984375,
14
+ "count": 1000
15
+ },
16
+ "SoccerTwos.Environment.EpisodeLength.mean": {
17
+ "value": 52.81720430107527,
18
+ "min": 40.56198347107438,
19
+ "max": 999.0,
20
+ "count": 1000
21
+ },
22
+ "SoccerTwos.Environment.EpisodeLength.sum": {
23
+ "value": 19648.0,
24
+ "min": 14076.0,
25
+ "max": 23844.0,
26
+ "count": 1000
27
+ },
28
+ "SoccerTwos.Self-play.ELO.mean": {
29
+ "value": 1555.4992597326595,
30
+ "min": 1190.120050817967,
31
+ "max": 1604.2552553318303,
32
+ "count": 992
33
+ },
34
+ "SoccerTwos.Self-play.ELO.sum": {
35
+ "value": 289322.8623102747,
36
+ "min": 2394.009544151198,
37
+ "max": 379028.06362600107,
38
+ "count": 992
39
+ },
40
+ "SoccerTwos.Step.mean": {
41
+ "value": 9999972.0,
42
+ "min": 9174.0,
43
+ "max": 9999972.0,
44
+ "count": 1000
45
+ },
46
+ "SoccerTwos.Step.sum": {
47
+ "value": 9999972.0,
48
+ "min": 9174.0,
49
+ "max": 9999972.0,
50
+ "count": 1000
51
+ },
52
+ "SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
53
+ "value": -0.014413188211619854,
54
+ "min": -0.12347006052732468,
55
+ "max": 0.12490702420473099,
56
+ "count": 1000
57
+ },
58
+ "SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
59
+ "value": -2.6664397716522217,
60
+ "min": -24.955711364746094,
61
+ "max": 17.15989875793457,
62
+ "count": 1000
63
+ },
64
+ "SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
65
+ "value": -0.010898062027990818,
66
+ "min": -0.12485354393720627,
67
+ "max": 0.12470623850822449,
68
+ "count": 1000
69
+ },
70
+ "SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
71
+ "value": -2.016141414642334,
72
+ "min": -24.727825164794922,
73
+ "max": 16.87221908569336,
74
+ "count": 1000
75
+ },
76
+ "SoccerTwos.Environment.CumulativeReward.mean": {
77
+ "value": 0.0,
78
+ "min": 0.0,
79
+ "max": 0.0,
80
+ "count": 1000
81
+ },
82
+ "SoccerTwos.Environment.CumulativeReward.sum": {
83
+ "value": 0.0,
84
+ "min": 0.0,
85
+ "max": 0.0,
86
+ "count": 1000
87
+ },
88
+ "SoccerTwos.Policy.ExtrinsicReward.mean": {
89
+ "value": 0.13524540566109322,
90
+ "min": -0.5605333337077388,
91
+ "max": 0.41887500137090683,
92
+ "count": 1000
93
+ },
94
+ "SoccerTwos.Policy.ExtrinsicReward.sum": {
95
+ "value": 25.020400047302246,
96
+ "min": -56.325600147247314,
97
+ "max": 54.54360020160675,
98
+ "count": 1000
99
+ },
100
+ "SoccerTwos.Environment.GroupCumulativeReward.mean": {
101
+ "value": 0.13524540566109322,
102
+ "min": -0.5605333337077388,
103
+ "max": 0.41887500137090683,
104
+ "count": 1000
105
+ },
106
+ "SoccerTwos.Environment.GroupCumulativeReward.sum": {
107
+ "value": 25.020400047302246,
108
+ "min": -56.325600147247314,
109
+ "max": 54.54360020160675,
110
+ "count": 1000
111
+ },
112
+ "SoccerTwos.IsTraining.mean": {
113
+ "value": 1.0,
114
+ "min": 1.0,
115
+ "max": 1.0,
116
+ "count": 1000
117
+ },
118
+ "SoccerTwos.IsTraining.sum": {
119
+ "value": 1.0,
120
+ "min": 1.0,
121
+ "max": 1.0,
122
+ "count": 1000
123
+ },
124
+ "SoccerTwos.Losses.PolicyLoss.mean": {
125
+ "value": 0.02141846805801227,
126
+ "min": 0.010343785071745515,
127
+ "max": 0.02435030248016119,
128
+ "count": 482
129
+ },
130
+ "SoccerTwos.Losses.PolicyLoss.sum": {
131
+ "value": 0.02141846805801227,
132
+ "min": 0.010343785071745515,
133
+ "max": 0.02435030248016119,
134
+ "count": 482
135
+ },
136
+ "SoccerTwos.Losses.ValueLoss.mean": {
137
+ "value": 0.10125019202629724,
138
+ "min": 0.00030965355545049534,
139
+ "max": 0.12248869289954503,
140
+ "count": 482
141
+ },
142
+ "SoccerTwos.Losses.ValueLoss.sum": {
143
+ "value": 0.10125019202629724,
144
+ "min": 0.00030965355545049534,
145
+ "max": 0.12248869289954503,
146
+ "count": 482
147
+ },
148
+ "SoccerTwos.Losses.BaselineLoss.mean": {
149
+ "value": 0.10259012083212535,
150
+ "min": 0.00030871983423518635,
151
+ "max": 0.12475258807341258,
152
+ "count": 482
153
+ },
154
+ "SoccerTwos.Losses.BaselineLoss.sum": {
155
+ "value": 0.10259012083212535,
156
+ "min": 0.00030871983423518635,
157
+ "max": 0.12475258807341258,
158
+ "count": 482
159
+ },
160
+ "SoccerTwos.Policy.LearningRate.mean": {
161
+ "value": 0.0003,
162
+ "min": 0.0003,
163
+ "max": 0.0003,
164
+ "count": 482
165
+ },
166
+ "SoccerTwos.Policy.LearningRate.sum": {
167
+ "value": 0.0003,
168
+ "min": 0.0003,
169
+ "max": 0.0003,
170
+ "count": 482
171
+ },
172
+ "SoccerTwos.Policy.Epsilon.mean": {
173
+ "value": 0.20000000000000007,
174
+ "min": 0.20000000000000007,
175
+ "max": 0.20000000000000007,
176
+ "count": 482
177
+ },
178
+ "SoccerTwos.Policy.Epsilon.sum": {
179
+ "value": 0.20000000000000007,
180
+ "min": 0.20000000000000007,
181
+ "max": 0.20000000000000007,
182
+ "count": 482
183
+ },
184
+ "SoccerTwos.Policy.Beta.mean": {
185
+ "value": 0.005000000000000001,
186
+ "min": 0.005000000000000001,
187
+ "max": 0.005000000000000001,
188
+ "count": 482
189
+ },
190
+ "SoccerTwos.Policy.Beta.sum": {
191
+ "value": 0.005000000000000001,
192
+ "min": 0.005000000000000001,
193
+ "max": 0.005000000000000001,
194
+ "count": 482
195
+ }
196
+ },
197
+ "metadata": {
198
+ "timer_format_version": "0.1.0",
199
+ "start_time_seconds": "1694708790",
200
+ "python_version": "3.9.18 | packaged by conda-forge | (main, Aug 30 2023, 03:49:32) \n[GCC 12.3.0]",
201
+ "command_line_arguments": "/home/terps/mambaforge/envs/rl/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos/SoccerTwos.x86_64 --run-id=SoccerTwos --no-graphics --force",
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+cu102",
206
+ "numpy_version": "1.21.2",
207
+ "end_time_seconds": "1694736508"
208
+ },
209
+ "total": 27718.452107893998,
210
+ "count": 1,
211
+ "self": 1.7995216749986866,
212
+ "children": {
213
+ "run_training.setup": {
214
+ "total": 0.012232699999003671,
215
+ "count": 1,
216
+ "self": 0.012232699999003671
217
+ },
218
+ "TrainerController.start_learning": {
219
+ "total": 27716.640353519,
220
+ "count": 1,
221
+ "self": 19.2576742155361,
222
+ "children": {
223
+ "TrainerController._reset_env": {
224
+ "total": 8.84835274298166,
225
+ "count": 21,
226
+ "self": 8.84835274298166
227
+ },
228
+ "TrainerController.advance": {
229
+ "total": 27688.247795048483,
230
+ "count": 680429,
231
+ "self": 19.05893027050115,
232
+ "children": {
233
+ "env_step": {
234
+ "total": 22157.30852160375,
235
+ "count": 680429,
236
+ "self": 15638.15256235451,
237
+ "children": {
238
+ "SubprocessEnvManager._take_step": {
239
+ "total": 6507.746948996195,
240
+ "count": 680429,
241
+ "self": 113.61552996908722,
242
+ "children": {
243
+ "TorchPolicy.evaluate": {
244
+ "total": 6394.131419027108,
245
+ "count": 1254764,
246
+ "self": 6394.131419027108
247
+ }
248
+ }
249
+ },
250
+ "workers": {
251
+ "total": 11.40901025304629,
252
+ "count": 680428,
253
+ "self": 0.0,
254
+ "children": {
255
+ "worker_root": {
256
+ "total": 27672.763382924164,
257
+ "count": 680428,
258
+ "is_parallel": true,
259
+ "self": 14029.47554577728,
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": 0.007280599998921389,
269
+ "count": 2,
270
+ "is_parallel": true,
271
+ "self": 0.005340200004866347,
272
+ "children": {
273
+ "_process_rank_one_or_two_observation": {
274
+ "total": 0.001940399994055042,
275
+ "count": 8,
276
+ "is_parallel": true,
277
+ "self": 0.001940399994055042
278
+ }
279
+ }
280
+ },
281
+ "UnityEnvironment.step": {
282
+ "total": 0.03416270000161603,
283
+ "count": 1,
284
+ "is_parallel": true,
285
+ "self": 0.0006320999964373186,
286
+ "children": {
287
+ "UnityEnvironment._generate_step_input": {
288
+ "total": 0.0005296000017551705,
289
+ "count": 1,
290
+ "is_parallel": true,
291
+ "self": 0.0005296000017551705
292
+ },
293
+ "communicator.exchange": {
294
+ "total": 0.031072600002516992,
295
+ "count": 1,
296
+ "is_parallel": true,
297
+ "self": 0.031072600002516992
298
+ },
299
+ "steps_from_proto": {
300
+ "total": 0.0019284000009065494,
301
+ "count": 2,
302
+ "is_parallel": true,
303
+ "self": 0.00048099999912665226,
304
+ "children": {
305
+ "_process_rank_one_or_two_observation": {
306
+ "total": 0.0014474000017798971,
307
+ "count": 8,
308
+ "is_parallel": true,
309
+ "self": 0.0014474000017798971
310
+ }
311
+ }
312
+ }
313
+ }
314
+ }
315
+ }
316
+ },
317
+ "UnityEnvironment.step": {
318
+ "total": 13643.25105359788,
319
+ "count": 680427,
320
+ "is_parallel": true,
321
+ "self": 402.79831428049874,
322
+ "children": {
323
+ "UnityEnvironment._generate_step_input": {
324
+ "total": 276.44210654751805,
325
+ "count": 680427,
326
+ "is_parallel": true,
327
+ "self": 276.44210654751805
328
+ },
329
+ "communicator.exchange": {
330
+ "total": 11742.215522667906,
331
+ "count": 680427,
332
+ "is_parallel": true,
333
+ "self": 11742.215522667906
334
+ },
335
+ "steps_from_proto": {
336
+ "total": 1221.795110101957,
337
+ "count": 1360854,
338
+ "is_parallel": true,
339
+ "self": 273.6090259386874,
340
+ "children": {
341
+ "_process_rank_one_or_two_observation": {
342
+ "total": 948.1860841632697,
343
+ "count": 5443416,
344
+ "is_parallel": true,
345
+ "self": 948.1860841632697
346
+ }
347
+ }
348
+ }
349
+ }
350
+ },
351
+ "steps_from_proto": {
352
+ "total": 0.03678354900330305,
353
+ "count": 40,
354
+ "is_parallel": true,
355
+ "self": 0.008402747000218369,
356
+ "children": {
357
+ "_process_rank_one_or_two_observation": {
358
+ "total": 0.028380802003084682,
359
+ "count": 160,
360
+ "is_parallel": true,
361
+ "self": 0.028380802003084682
362
+ }
363
+ }
364
+ }
365
+ }
366
+ }
367
+ }
368
+ }
369
+ }
370
+ },
371
+ "trainer_advance": {
372
+ "total": 5511.880343174231,
373
+ "count": 680428,
374
+ "self": 128.80195408420332,
375
+ "children": {
376
+ "process_trajectory": {
377
+ "total": 2575.0881813440137,
378
+ "count": 680428,
379
+ "self": 2568.601877004996,
380
+ "children": {
381
+ "RLTrainer._checkpoint": {
382
+ "total": 6.486304339017806,
383
+ "count": 20,
384
+ "self": 6.486304339017806
385
+ }
386
+ }
387
+ },
388
+ "_update_policy": {
389
+ "total": 2807.9902077460138,
390
+ "count": 483,
391
+ "self": 1697.4578579989175,
392
+ "children": {
393
+ "TorchPOCAOptimizer.update": {
394
+ "total": 1110.5323497470963,
395
+ "count": 14490,
396
+ "self": 1110.5323497470963
397
+ }
398
+ }
399
+ }
400
+ }
401
+ }
402
+ }
403
+ },
404
+ "trainer_threads": {
405
+ "total": 1.5999976312741637e-06,
406
+ "count": 1,
407
+ "self": 1.5999976312741637e-06
408
+ },
409
+ "TrainerController._save_models": {
410
+ "total": 0.28652991200215183,
411
+ "count": 1,
412
+ "self": 0.002179615003115032,
413
+ "children": {
414
+ "RLTrainer._checkpoint": {
415
+ "total": 0.2843502969990368,
416
+ "count": 1,
417
+ "self": 0.2843502969990368
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": 8499990,
6
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-8499990.onnx",
7
+ "reward": 0.0,
8
+ "creation_time": 1694732651.340935,
9
+ "auxillary_file_paths": [
10
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-8499990.pt"
11
+ ]
12
+ },
13
+ {
14
+ "steps": 8999756,
15
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-8999756.onnx",
16
+ "reward": 0.0,
17
+ "creation_time": 1694733929.6721141,
18
+ "auxillary_file_paths": [
19
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-8999756.pt"
20
+ ]
21
+ },
22
+ {
23
+ "steps": 9499964,
24
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-9499964.onnx",
25
+ "reward": 0.0,
26
+ "creation_time": 1694735194.2152162,
27
+ "auxillary_file_paths": [
28
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-9499964.pt"
29
+ ]
30
+ },
31
+ {
32
+ "steps": 9999972,
33
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-9999972.onnx",
34
+ "reward": 0.0,
35
+ "creation_time": 1694736476.9133358,
36
+ "auxillary_file_paths": [
37
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-9999972.pt"
38
+ ]
39
+ },
40
+ {
41
+ "steps": 10008652,
42
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-10008652.onnx",
43
+ "reward": 0.0,
44
+ "creation_time": 1694736506.8154275,
45
+ "auxillary_file_paths": [
46
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-10008652.pt"
47
+ ]
48
+ }
49
+ ],
50
+ "elo": 1555.5015463946736,
51
+ "final_checkpoint": {
52
+ "steps": 10008652,
53
+ "file_path": "results/SoccerTwos/SoccerTwos.onnx",
54
+ "reward": 0.0,
55
+ "creation_time": 1694736506.8154275,
56
+ "auxillary_file_paths": [
57
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-10008652.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+cu102"
65
+ }
66
+ }