Update_agent
Browse files- SoccerTwos.onnx +2 -2
- SoccerTwos/SoccerTwos-17499624.onnx +3 -0
- SoccerTwos/SoccerTwos-17499624.pt +3 -0
- SoccerTwos/SoccerTwos-17879860.onnx +3 -0
- SoccerTwos/SoccerTwos-17879860.pt +3 -0
- SoccerTwos/checkpoint.pt +2 -2
- SoccerTwos/events.out.tfevents.1691496375.b7bdf8ec71f6.1888.0 +3 -0
- config.json +1 -1
- configuration.yaml +8 -8
- run_logs/Player-0.log +372 -14
- run_logs/timers.json +179 -179
- run_logs/training_status.json +23 -23
SoccerTwos.onnx
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0bf33bd0bde047d512c628de5b93c384160b7c55b21fbd064496b4188b17d417
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-17499624.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:aab60396e040f03ade41fae356b33565284004b4cc9744507e077f7530c30c6c
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-17499624.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:91978b1481c1d97b90c395daf30920c546756a5b740dfdf6f473de00dd3ace7e
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-17879860.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0bf33bd0bde047d512c628de5b93c384160b7c55b21fbd064496b4188b17d417
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-17879860.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5c0882b8521161a3596449aa780a500094f671088a9a96d0cf171cd9adee9ea7
|
3 |
+
size 28421201
|
SoccerTwos/checkpoint.pt
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5c0882b8521161a3596449aa780a500094f671088a9a96d0cf171cd9adee9ea7
|
3 |
+
size 28421201
|
SoccerTwos/events.out.tfevents.1691496375.b7bdf8ec71f6.1888.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:311c6a7d86737ae0e284da78190b2635aa5feb3b8a80acf42d0b85ca5e4e36bf
|
3 |
+
size 673947
|
config.json
CHANGED
@@ -1 +1 @@
|
|
1 |
-
{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0002, "beta": 0.005, "epsilon": 0.2, "lambd": 0.
|
|
|
1 |
+
{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0002, "beta": 0.005, "epsilon": 0.2, "lambd": 0.975, "num_epoch": 3, "learning_rate_schedule": "constant", "beta_schedule": "constant", "epsilon_schedule": "constant"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 512, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.99, "strength": 1.0, "network_settings": {"normalize": false, "hidden_units": 128, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 20000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 50000, "team_change": 200000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.4, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/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": true, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": "cpu"}, "debug": false}
|
configuration.yaml
CHANGED
@@ -8,7 +8,7 @@ behaviors:
|
|
8 |
learning_rate: 0.0002
|
9 |
beta: 0.005
|
10 |
epsilon: 0.2
|
11 |
-
lambd: 0.
|
12 |
num_epoch: 3
|
13 |
learning_rate_schedule: constant
|
14 |
beta_schedule: constant
|
@@ -16,15 +16,15 @@ behaviors:
|
|
16 |
checkpoint_interval: 500000
|
17 |
network_settings:
|
18 |
normalize: false
|
19 |
-
hidden_units:
|
20 |
-
num_layers:
|
21 |
vis_encode_type: simple
|
22 |
memory: null
|
23 |
goal_conditioning_type: hyper
|
24 |
deterministic: false
|
25 |
reward_signals:
|
26 |
extrinsic:
|
27 |
-
gamma: 0.
|
28 |
strength: 1.0
|
29 |
network_settings:
|
30 |
normalize: false
|
@@ -37,16 +37,16 @@ behaviors:
|
|
37 |
init_path: null
|
38 |
keep_checkpoints: 5
|
39 |
even_checkpoints: false
|
40 |
-
max_steps:
|
41 |
time_horizon: 1000
|
42 |
summary_freq: 10000
|
43 |
threaded: false
|
44 |
self_play:
|
45 |
-
save_steps:
|
46 |
-
team_change:
|
47 |
swap_steps: 2000
|
48 |
window: 10
|
49 |
-
play_against_latest_model_ratio: 0.
|
50 |
initial_elo: 1200.0
|
51 |
behavioral_cloning: null
|
52 |
env_settings:
|
|
|
8 |
learning_rate: 0.0002
|
9 |
beta: 0.005
|
10 |
epsilon: 0.2
|
11 |
+
lambd: 0.975
|
12 |
num_epoch: 3
|
13 |
learning_rate_schedule: constant
|
14 |
beta_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
|
|
|
37 |
init_path: null
|
38 |
keep_checkpoints: 5
|
39 |
even_checkpoints: false
|
40 |
+
max_steps: 20000000
|
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: 0.4
|
50 |
initial_elo: 1200.0
|
51 |
behavioral_cloning: null
|
52 |
env_settings:
|
run_logs/Player-0.log
CHANGED
@@ -2,6 +2,9 @@ Mono path[0] = '/content/ml-agents/training-envs-executables/SoccerTwos_Data/Man
|
|
2 |
Mono config path = '/content/ml-agents/training-envs-executables/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/SoccerTwos_Data/UnitySubsystems
|
7 |
Forcing GfxDevice: Null
|
@@ -31,7 +34,7 @@ ALSA lib pcm.c:2664:(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.
|
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)
|
@@ -56,16 +59,371 @@ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/f
|
|
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.
|
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 |
Setting up 1 worker threads for Enlighten.
|
64 |
Memory Statistics:
|
65 |
[ALLOC_TEMP_TLS] TLS Allocator
|
66 |
StackAllocators :
|
67 |
[ALLOC_TEMP_MAIN]
|
68 |
-
Peak usage frame count: [8.0 KB-16.0 KB]:
|
69 |
Initial Block Size 4.0 MB
|
70 |
Current Block Size 4.0 MB
|
71 |
Peak Allocated Bytes 2.1 MB
|
@@ -181,19 +539,19 @@ Memory Statistics:
|
|
181 |
Peak Allocated Bytes 0 B
|
182 |
Overflow Count 0
|
183 |
[ALLOC_DEFAULT] Dual Thread Allocator
|
184 |
-
Peak main deferred allocation count
|
185 |
[ALLOC_BUCKET]
|
186 |
Large Block size 4.0 MB
|
187 |
Used Block count 1
|
188 |
Peak Allocated bytes 1.0 MB
|
189 |
[ALLOC_DEFAULT_MAIN]
|
190 |
-
Peak usage frame count: [4.0 MB-8.0 MB]:
|
191 |
Requested Block Size 16.0 MB
|
192 |
Peak Block count 1
|
193 |
Peak Allocated memory 4.6 MB
|
194 |
Peak Large allocation bytes 0 B
|
195 |
[ALLOC_DEFAULT_THREAD]
|
196 |
-
Peak usage frame count: [16.0 MB-32.0 MB]:
|
197 |
Requested Block Size 16.0 MB
|
198 |
Peak Block count 1
|
199 |
Peak Allocated memory 17.6 MB
|
@@ -225,13 +583,13 @@ Memory Statistics:
|
|
225 |
Used Block count 1
|
226 |
Peak Allocated bytes 1.0 MB
|
227 |
[ALLOC_GFX_MAIN]
|
228 |
-
Peak usage frame count: [32.0 KB-64.0 KB]:
|
229 |
Requested Block Size 16.0 MB
|
230 |
Peak Block count 1
|
231 |
Peak Allocated memory 65.6 KB
|
232 |
Peak Large allocation bytes 0 B
|
233 |
[ALLOC_GFX_THREAD]
|
234 |
-
Peak usage frame count: [128.0 KB-256.0 KB]:
|
235 |
Requested Block Size 16.0 MB
|
236 |
Peak Block count 1
|
237 |
Peak Allocated memory 173.5 KB
|
@@ -243,16 +601,16 @@ Memory Statistics:
|
|
243 |
Used Block count 1
|
244 |
Peak Allocated bytes 1.0 MB
|
245 |
[ALLOC_CACHEOBJECTS_MAIN]
|
246 |
-
Peak usage frame count: [0.5 MB-1.0 MB]:
|
247 |
Requested Block Size 4.0 MB
|
248 |
Peak Block count 1
|
249 |
Peak Allocated memory 0.6 MB
|
250 |
Peak Large allocation bytes 0 B
|
251 |
[ALLOC_CACHEOBJECTS_THREAD]
|
252 |
-
Peak usage frame count: [0.5 MB-1.0 MB]:
|
253 |
Requested Block Size 4.0 MB
|
254 |
-
Peak Block count
|
255 |
-
Peak Allocated memory 4.
|
256 |
Peak Large allocation bytes 0 B
|
257 |
[ALLOC_TYPETREE] Dual Thread Allocator
|
258 |
Peak main deferred allocation count 0
|
@@ -261,13 +619,13 @@ Memory Statistics:
|
|
261 |
Used Block count 1
|
262 |
Peak Allocated bytes 1.0 MB
|
263 |
[ALLOC_TYPETREE_MAIN]
|
264 |
-
Peak usage frame count: [0-1.0 KB]:
|
265 |
Requested Block Size 2.0 MB
|
266 |
Peak Block count 1
|
267 |
Peak Allocated memory 1.0 KB
|
268 |
Peak Large allocation bytes 0 B
|
269 |
[ALLOC_TYPETREE_THREAD]
|
270 |
-
Peak usage frame count: [1.0 KB-2.0 KB]:
|
271 |
Requested Block Size 2.0 MB
|
272 |
Peak Block count 1
|
273 |
Peak Allocated memory 2.2 KB
|
|
|
2 |
Mono config path = '/content/ml-agents/training-envs-executables/SoccerTwos_Data/MonoBleedingEdge/etc'
|
3 |
Preloaded 'lib_burst_generated.so'
|
4 |
Preloaded 'libgrpc_csharp_ext.x64.so'
|
5 |
+
PlayerPrefs - Creating folder: /root/.config/unity3d/Unity Technologies
|
6 |
+
PlayerPrefs - Creating folder: /root/.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 /content/ml-agents/training-envs-executables/SoccerTwos_Data/UnitySubsystems
|
10 |
Forcing GfxDevice: Null
|
|
|
34 |
FMOD failed to initialize the output device.: "Error initializing output device. " (60)
|
35 |
FMOD initialized on nosound output
|
36 |
Begin MonoManager ReloadAssembly
|
37 |
+
- Completed reload, in 0.136 seconds
|
38 |
ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
39 |
ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
40 |
ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
|
|
59 |
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
60 |
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
61 |
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
62 |
+
UnloadTime: 0.859984 ms
|
63 |
Registered Communicator in Agent.
|
64 |
ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
65 |
requesting resize 84 x 84
|
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 |
Setting up 1 worker threads for Enlighten.
|
422 |
Memory Statistics:
|
423 |
[ALLOC_TEMP_TLS] TLS Allocator
|
424 |
StackAllocators :
|
425 |
[ALLOC_TEMP_MAIN]
|
426 |
+
Peak usage frame count: [8.0 KB-16.0 KB]: 17067 frames, [2.0 MB-4.0 MB]: 1 frames
|
427 |
Initial Block Size 4.0 MB
|
428 |
Current Block Size 4.0 MB
|
429 |
Peak Allocated Bytes 2.1 MB
|
|
|
539 |
Peak Allocated Bytes 0 B
|
540 |
Overflow Count 0
|
541 |
[ALLOC_DEFAULT] Dual Thread Allocator
|
542 |
+
Peak main deferred allocation count 3
|
543 |
[ALLOC_BUCKET]
|
544 |
Large Block size 4.0 MB
|
545 |
Used Block count 1
|
546 |
Peak Allocated bytes 1.0 MB
|
547 |
[ALLOC_DEFAULT_MAIN]
|
548 |
+
Peak usage frame count: [4.0 MB-8.0 MB]: 17068 frames
|
549 |
Requested Block Size 16.0 MB
|
550 |
Peak Block count 1
|
551 |
Peak Allocated memory 4.6 MB
|
552 |
Peak Large allocation bytes 0 B
|
553 |
[ALLOC_DEFAULT_THREAD]
|
554 |
+
Peak usage frame count: [16.0 MB-32.0 MB]: 17068 frames
|
555 |
Requested Block Size 16.0 MB
|
556 |
Peak Block count 1
|
557 |
Peak Allocated memory 17.6 MB
|
|
|
583 |
Used Block count 1
|
584 |
Peak Allocated bytes 1.0 MB
|
585 |
[ALLOC_GFX_MAIN]
|
586 |
+
Peak usage frame count: [32.0 KB-64.0 KB]: 17067 frames, [64.0 KB-128.0 KB]: 1 frames
|
587 |
Requested Block Size 16.0 MB
|
588 |
Peak Block count 1
|
589 |
Peak Allocated memory 65.6 KB
|
590 |
Peak Large allocation bytes 0 B
|
591 |
[ALLOC_GFX_THREAD]
|
592 |
+
Peak usage frame count: [128.0 KB-256.0 KB]: 17068 frames
|
593 |
Requested Block Size 16.0 MB
|
594 |
Peak Block count 1
|
595 |
Peak Allocated memory 173.5 KB
|
|
|
601 |
Used Block count 1
|
602 |
Peak Allocated bytes 1.0 MB
|
603 |
[ALLOC_CACHEOBJECTS_MAIN]
|
604 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 17068 frames
|
605 |
Requested Block Size 4.0 MB
|
606 |
Peak Block count 1
|
607 |
Peak Allocated memory 0.6 MB
|
608 |
Peak Large allocation bytes 0 B
|
609 |
[ALLOC_CACHEOBJECTS_THREAD]
|
610 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 17067 frames, [4.0 MB-8.0 MB]: 1 frames
|
611 |
Requested Block Size 4.0 MB
|
612 |
+
Peak Block count 2
|
613 |
+
Peak Allocated memory 4.1 MB
|
614 |
Peak Large allocation bytes 0 B
|
615 |
[ALLOC_TYPETREE] Dual Thread Allocator
|
616 |
Peak main deferred allocation count 0
|
|
|
619 |
Used Block count 1
|
620 |
Peak Allocated bytes 1.0 MB
|
621 |
[ALLOC_TYPETREE_MAIN]
|
622 |
+
Peak usage frame count: [0-1.0 KB]: 17068 frames
|
623 |
Requested Block Size 2.0 MB
|
624 |
Peak Block count 1
|
625 |
Peak Allocated memory 1.0 KB
|
626 |
Peak Large allocation bytes 0 B
|
627 |
[ALLOC_TYPETREE_THREAD]
|
628 |
+
Peak usage frame count: [1.0 KB-2.0 KB]: 17067 frames, [2.0 KB-4.0 KB]: 1 frames
|
629 |
Requested Block Size 2.0 MB
|
630 |
Peak Block count 1
|
631 |
Peak Allocated memory 2.2 KB
|
run_logs/timers.json
CHANGED
@@ -2,201 +2,201 @@
|
|
2 |
"name": "root",
|
3 |
"gauges": {
|
4 |
"SoccerTwos.Policy.Entropy.mean": {
|
5 |
-
"value":
|
6 |
-
"min":
|
7 |
-
"max":
|
8 |
-
"count":
|
9 |
},
|
10 |
"SoccerTwos.Policy.Entropy.sum": {
|
11 |
-
"value":
|
12 |
-
"min":
|
13 |
-
"max":
|
14 |
-
"count":
|
15 |
},
|
16 |
"SoccerTwos.Environment.EpisodeLength.mean": {
|
17 |
-
"value":
|
18 |
-
"min":
|
19 |
-
"max":
|
20 |
-
"count":
|
21 |
},
|
22 |
"SoccerTwos.Environment.EpisodeLength.sum": {
|
23 |
-
"value":
|
24 |
-
"min":
|
25 |
-
"max":
|
26 |
-
"count":
|
27 |
},
|
28 |
"SoccerTwos.Self-play.ELO.mean": {
|
29 |
-
"value":
|
30 |
-
"min":
|
31 |
-
"max":
|
32 |
-
"count":
|
33 |
},
|
34 |
"SoccerTwos.Self-play.ELO.sum": {
|
35 |
-
"value":
|
36 |
-
"min":
|
37 |
-
"max":
|
38 |
-
"count":
|
39 |
},
|
40 |
"SoccerTwos.Step.mean": {
|
41 |
-
"value":
|
42 |
-
"min":
|
43 |
-
"max":
|
44 |
-
"count":
|
45 |
},
|
46 |
"SoccerTwos.Step.sum": {
|
47 |
-
"value":
|
48 |
-
"min":
|
49 |
-
"max":
|
50 |
-
"count":
|
51 |
},
|
52 |
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
|
53 |
-
"value": -0.
|
54 |
-
"min": -0.
|
55 |
-
"max": 0.
|
56 |
-
"count":
|
57 |
},
|
58 |
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
|
59 |
-
"value": -
|
60 |
-
"min": -
|
61 |
-
"max":
|
62 |
-
"count":
|
63 |
},
|
64 |
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
|
65 |
-
"value": -0.
|
66 |
-
"min": -0.
|
67 |
-
"max": 0.
|
68 |
-
"count":
|
69 |
},
|
70 |
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
|
71 |
-
"value": -
|
72 |
-
"min": -
|
73 |
-
"max":
|
74 |
-
"count":
|
75 |
},
|
76 |
"SoccerTwos.Environment.CumulativeReward.mean": {
|
77 |
"value": 0.0,
|
78 |
"min": 0.0,
|
79 |
"max": 0.0,
|
80 |
-
"count":
|
81 |
},
|
82 |
"SoccerTwos.Environment.CumulativeReward.sum": {
|
83 |
"value": 0.0,
|
84 |
"min": 0.0,
|
85 |
"max": 0.0,
|
86 |
-
"count":
|
87 |
},
|
88 |
"SoccerTwos.Policy.ExtrinsicReward.mean": {
|
89 |
-
"value": 0.
|
90 |
-
"min": -0.
|
91 |
-
"max": 0.
|
92 |
-
"count":
|
93 |
},
|
94 |
"SoccerTwos.Policy.ExtrinsicReward.sum": {
|
95 |
-
"value": 0.
|
96 |
-
"min": -
|
97 |
-
"max":
|
98 |
-
"count":
|
99 |
},
|
100 |
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
|
101 |
-
"value": 0.
|
102 |
-
"min": -0.
|
103 |
-
"max": 0.
|
104 |
-
"count":
|
105 |
},
|
106 |
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
|
107 |
-
"value": 0.
|
108 |
-
"min": -
|
109 |
-
"max":
|
110 |
-
"count":
|
111 |
},
|
112 |
"SoccerTwos.IsTraining.mean": {
|
113 |
"value": 1.0,
|
114 |
"min": 1.0,
|
115 |
"max": 1.0,
|
116 |
-
"count":
|
117 |
},
|
118 |
"SoccerTwos.IsTraining.sum": {
|
119 |
"value": 1.0,
|
120 |
"min": 1.0,
|
121 |
"max": 1.0,
|
122 |
-
"count":
|
123 |
},
|
124 |
"SoccerTwos.Losses.PolicyLoss.mean": {
|
125 |
-
"value": 0.
|
126 |
-
"min": 0.
|
127 |
-
"max": 0.
|
128 |
-
"count":
|
129 |
},
|
130 |
"SoccerTwos.Losses.PolicyLoss.sum": {
|
131 |
-
"value": 0.
|
132 |
-
"min": 0.
|
133 |
-
"max": 0.
|
134 |
-
"count":
|
135 |
},
|
136 |
"SoccerTwos.Losses.ValueLoss.mean": {
|
137 |
-
"value": 0.
|
138 |
-
"min": 0.
|
139 |
-
"max": 0.
|
140 |
-
"count":
|
141 |
},
|
142 |
"SoccerTwos.Losses.ValueLoss.sum": {
|
143 |
-
"value": 0.
|
144 |
-
"min": 0.
|
145 |
-
"max": 0.
|
146 |
-
"count":
|
147 |
},
|
148 |
"SoccerTwos.Losses.BaselineLoss.mean": {
|
149 |
-
"value": 0.
|
150 |
-
"min": 0.
|
151 |
-
"max": 0.
|
152 |
-
"count":
|
153 |
},
|
154 |
"SoccerTwos.Losses.BaselineLoss.sum": {
|
155 |
-
"value": 0.
|
156 |
-
"min": 0.
|
157 |
-
"max": 0.
|
158 |
-
"count":
|
159 |
},
|
160 |
"SoccerTwos.Policy.LearningRate.mean": {
|
161 |
"value": 0.00019999999999999996,
|
162 |
"min": 0.00019999999999999996,
|
163 |
"max": 0.00019999999999999996,
|
164 |
-
"count":
|
165 |
},
|
166 |
"SoccerTwos.Policy.LearningRate.sum": {
|
167 |
"value": 0.00019999999999999996,
|
168 |
"min": 0.00019999999999999996,
|
169 |
"max": 0.00019999999999999996,
|
170 |
-
"count":
|
171 |
},
|
172 |
"SoccerTwos.Policy.Epsilon.mean": {
|
173 |
"value": 0.20000000000000007,
|
174 |
"min": 0.20000000000000007,
|
175 |
"max": 0.20000000000000007,
|
176 |
-
"count":
|
177 |
},
|
178 |
"SoccerTwos.Policy.Epsilon.sum": {
|
179 |
"value": 0.20000000000000007,
|
180 |
"min": 0.20000000000000007,
|
181 |
"max": 0.20000000000000007,
|
182 |
-
"count":
|
183 |
},
|
184 |
"SoccerTwos.Policy.Beta.mean": {
|
185 |
"value": 0.005000000000000001,
|
186 |
"min": 0.005000000000000001,
|
187 |
"max": 0.005000000000000001,
|
188 |
-
"count":
|
189 |
},
|
190 |
"SoccerTwos.Policy.Beta.sum": {
|
191 |
"value": 0.005000000000000001,
|
192 |
"min": 0.005000000000000001,
|
193 |
"max": 0.005000000000000001,
|
194 |
-
"count":
|
195 |
}
|
196 |
},
|
197 |
"metadata": {
|
198 |
"timer_format_version": "0.1.0",
|
199 |
-
"start_time_seconds": "
|
200 |
"python_version": "3.10.12 (main, Jun 11 2023, 05:26:28) [GCC 11.4.0]",
|
201 |
"command_line_arguments": "/usr/local/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos.x86_64 --run-id=SoccerTwos --no-graphics --resume --torch-device=cpu",
|
202 |
"mlagents_version": "0.31.0.dev0",
|
@@ -204,59 +204,59 @@
|
|
204 |
"communication_protocol_version": "1.5.0",
|
205 |
"pytorch_version": "1.11.0+cu102",
|
206 |
"numpy_version": "1.21.2",
|
207 |
-
"end_time_seconds": "
|
208 |
},
|
209 |
-
"total":
|
210 |
"count": 1,
|
211 |
-
"self": 0.
|
212 |
"children": {
|
213 |
"run_training.setup": {
|
214 |
-
"total": 0.
|
215 |
"count": 1,
|
216 |
-
"self": 0.
|
217 |
},
|
218 |
"TrainerController.start_learning": {
|
219 |
-
"total":
|
220 |
"count": 1,
|
221 |
-
"self": 2.
|
222 |
"children": {
|
223 |
"TrainerController._reset_env": {
|
224 |
-
"total":
|
225 |
"count": 6,
|
226 |
-
"self":
|
227 |
},
|
228 |
"TrainerController.advance": {
|
229 |
-
"total":
|
230 |
-
"count":
|
231 |
-
"self":
|
232 |
"children": {
|
233 |
"env_step": {
|
234 |
-
"total":
|
235 |
-
"count":
|
236 |
-
"self":
|
237 |
"children": {
|
238 |
"SubprocessEnvManager._take_step": {
|
239 |
-
"total":
|
240 |
-
"count":
|
241 |
-
"self":
|
242 |
"children": {
|
243 |
"TorchPolicy.evaluate": {
|
244 |
-
"total":
|
245 |
-
"count":
|
246 |
-
"self":
|
247 |
}
|
248 |
}
|
249 |
},
|
250 |
"workers": {
|
251 |
-
"total": 1.
|
252 |
-
"count":
|
253 |
"self": 0.0,
|
254 |
"children": {
|
255 |
"worker_root": {
|
256 |
-
"total":
|
257 |
-
"count":
|
258 |
"is_parallel": true,
|
259 |
-
"self":
|
260 |
"children": {
|
261 |
"run_training.setup": {
|
262 |
"total": 0.0,
|
@@ -265,48 +265,48 @@
|
|
265 |
"self": 0.0,
|
266 |
"children": {
|
267 |
"steps_from_proto": {
|
268 |
-
"total": 0.
|
269 |
"count": 2,
|
270 |
"is_parallel": true,
|
271 |
-
"self": 0.
|
272 |
"children": {
|
273 |
"_process_rank_one_or_two_observation": {
|
274 |
-
"total": 0.
|
275 |
"count": 8,
|
276 |
"is_parallel": true,
|
277 |
-
"self": 0.
|
278 |
}
|
279 |
}
|
280 |
},
|
281 |
"UnityEnvironment.step": {
|
282 |
-
"total": 0.
|
283 |
"count": 1,
|
284 |
"is_parallel": true,
|
285 |
-
"self": 0.
|
286 |
"children": {
|
287 |
"UnityEnvironment._generate_step_input": {
|
288 |
-
"total": 0.
|
289 |
"count": 1,
|
290 |
"is_parallel": true,
|
291 |
-
"self": 0.
|
292 |
},
|
293 |
"communicator.exchange": {
|
294 |
-
"total": 0.
|
295 |
"count": 1,
|
296 |
"is_parallel": true,
|
297 |
-
"self": 0.
|
298 |
},
|
299 |
"steps_from_proto": {
|
300 |
-
"total": 0.
|
301 |
"count": 2,
|
302 |
"is_parallel": true,
|
303 |
-
"self": 0.
|
304 |
"children": {
|
305 |
"_process_rank_one_or_two_observation": {
|
306 |
-
"total": 0.
|
307 |
"count": 8,
|
308 |
"is_parallel": true,
|
309 |
-
"self": 0.
|
310 |
}
|
311 |
}
|
312 |
}
|
@@ -315,48 +315,48 @@
|
|
315 |
}
|
316 |
},
|
317 |
"steps_from_proto": {
|
318 |
-
"total": 0.
|
319 |
"count": 10,
|
320 |
"is_parallel": true,
|
321 |
-
"self": 0.
|
322 |
"children": {
|
323 |
"_process_rank_one_or_two_observation": {
|
324 |
-
"total": 0.
|
325 |
"count": 40,
|
326 |
"is_parallel": true,
|
327 |
-
"self": 0.
|
328 |
}
|
329 |
}
|
330 |
},
|
331 |
"UnityEnvironment.step": {
|
332 |
-
"total":
|
333 |
-
"count":
|
334 |
"is_parallel": true,
|
335 |
-
"self":
|
336 |
"children": {
|
337 |
"UnityEnvironment._generate_step_input": {
|
338 |
-
"total":
|
339 |
-
"count":
|
340 |
"is_parallel": true,
|
341 |
-
"self":
|
342 |
},
|
343 |
"communicator.exchange": {
|
344 |
-
"total":
|
345 |
-
"count":
|
346 |
"is_parallel": true,
|
347 |
-
"self":
|
348 |
},
|
349 |
"steps_from_proto": {
|
350 |
-
"total":
|
351 |
-
"count":
|
352 |
"is_parallel": true,
|
353 |
-
"self":
|
354 |
"children": {
|
355 |
"_process_rank_one_or_two_observation": {
|
356 |
-
"total":
|
357 |
-
"count":
|
358 |
"is_parallel": true,
|
359 |
-
"self":
|
360 |
}
|
361 |
}
|
362 |
}
|
@@ -369,31 +369,31 @@
|
|
369 |
}
|
370 |
},
|
371 |
"trainer_advance": {
|
372 |
-
"total":
|
373 |
-
"count":
|
374 |
-
"self":
|
375 |
"children": {
|
376 |
"process_trajectory": {
|
377 |
-
"total":
|
378 |
-
"count":
|
379 |
-
"self":
|
380 |
"children": {
|
381 |
"RLTrainer._checkpoint": {
|
382 |
-
"total": 0.
|
383 |
-
"count":
|
384 |
-
"self": 0.
|
385 |
}
|
386 |
}
|
387 |
},
|
388 |
"_update_policy": {
|
389 |
-
"total":
|
390 |
-
"count":
|
391 |
-
"self":
|
392 |
"children": {
|
393 |
"TorchPOCAOptimizer.update": {
|
394 |
-
"total":
|
395 |
-
"count":
|
396 |
-
"self":
|
397 |
}
|
398 |
}
|
399 |
}
|
@@ -402,19 +402,19 @@
|
|
402 |
}
|
403 |
},
|
404 |
"trainer_threads": {
|
405 |
-
"total":
|
406 |
"count": 1,
|
407 |
-
"self":
|
408 |
},
|
409 |
"TrainerController._save_models": {
|
410 |
-
"total": 0.
|
411 |
"count": 1,
|
412 |
-
"self": 0.
|
413 |
"children": {
|
414 |
"RLTrainer._checkpoint": {
|
415 |
-
"total": 0.
|
416 |
"count": 1,
|
417 |
-
"self": 0.
|
418 |
}
|
419 |
}
|
420 |
}
|
|
|
2 |
"name": "root",
|
3 |
"gauges": {
|
4 |
"SoccerTwos.Policy.Entropy.mean": {
|
5 |
+
"value": 3.2204062938690186,
|
6 |
+
"min": 3.1907460689544678,
|
7 |
+
"max": 3.295048713684082,
|
8 |
+
"count": 87
|
9 |
},
|
10 |
"SoccerTwos.Policy.Entropy.sum": {
|
11 |
+
"value": 49980.70703125,
|
12 |
+
"min": 26664.060546875,
|
13 |
+
"max": 120206.6875,
|
14 |
+
"count": 87
|
15 |
},
|
16 |
"SoccerTwos.Environment.EpisodeLength.mean": {
|
17 |
+
"value": 999.0,
|
18 |
+
"min": 387.45454545454544,
|
19 |
+
"max": 999.0,
|
20 |
+
"count": 87
|
21 |
},
|
22 |
"SoccerTwos.Environment.EpisodeLength.sum": {
|
23 |
+
"value": 19980.0,
|
24 |
+
"min": 16536.0,
|
25 |
+
"max": 23436.0,
|
26 |
+
"count": 87
|
27 |
},
|
28 |
"SoccerTwos.Self-play.ELO.mean": {
|
29 |
+
"value": 1535.4883776808556,
|
30 |
+
"min": 1533.3684891726687,
|
31 |
+
"max": 1541.0050151124935,
|
32 |
+
"count": 79
|
33 |
},
|
34 |
"SoccerTwos.Self-play.ELO.sum": {
|
35 |
+
"value": 9212.930266085134,
|
36 |
+
"min": 3068.006936359279,
|
37 |
+
"max": 24575.197749605497,
|
38 |
+
"count": 79
|
39 |
},
|
40 |
"SoccerTwos.Step.mean": {
|
41 |
+
"value": 17869376.0,
|
42 |
+
"min": 17009021.0,
|
43 |
+
"max": 17869376.0,
|
44 |
+
"count": 87
|
45 |
},
|
46 |
"SoccerTwos.Step.sum": {
|
47 |
+
"value": 17869376.0,
|
48 |
+
"min": 17009021.0,
|
49 |
+
"max": 17869376.0,
|
50 |
+
"count": 87
|
51 |
},
|
52 |
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
|
53 |
+
"value": -0.0024223248474299908,
|
54 |
+
"min": -0.10552113503217697,
|
55 |
+
"max": 0.007215449120849371,
|
56 |
+
"count": 87
|
57 |
},
|
58 |
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
|
59 |
+
"value": -0.024223249405622482,
|
60 |
+
"min": -1.8993804454803467,
|
61 |
+
"max": 0.1587398797273636,
|
62 |
+
"count": 87
|
63 |
},
|
64 |
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
|
65 |
+
"value": -0.004708075430244207,
|
66 |
+
"min": -0.10550538450479507,
|
67 |
+
"max": 0.007198036182671785,
|
68 |
+
"count": 87
|
69 |
},
|
70 |
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
|
71 |
+
"value": -0.04708075523376465,
|
72 |
+
"min": -1.899096965789795,
|
73 |
+
"max": 0.15835680067539215,
|
74 |
+
"count": 87
|
75 |
},
|
76 |
"SoccerTwos.Environment.CumulativeReward.mean": {
|
77 |
"value": 0.0,
|
78 |
"min": 0.0,
|
79 |
"max": 0.0,
|
80 |
+
"count": 87
|
81 |
},
|
82 |
"SoccerTwos.Environment.CumulativeReward.sum": {
|
83 |
"value": 0.0,
|
84 |
"min": 0.0,
|
85 |
"max": 0.0,
|
86 |
+
"count": 87
|
87 |
},
|
88 |
"SoccerTwos.Policy.ExtrinsicReward.mean": {
|
89 |
+
"value": 0.0,
|
90 |
+
"min": -0.5714285714285714,
|
91 |
+
"max": 0.25489230797841,
|
92 |
+
"count": 87
|
93 |
},
|
94 |
"SoccerTwos.Policy.ExtrinsicReward.sum": {
|
95 |
+
"value": 0.0,
|
96 |
+
"min": -8.0,
|
97 |
+
"max": 3.31360000371933,
|
98 |
+
"count": 87
|
99 |
},
|
100 |
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
|
101 |
+
"value": 0.0,
|
102 |
+
"min": -0.5714285714285714,
|
103 |
+
"max": 0.25489230797841,
|
104 |
+
"count": 87
|
105 |
},
|
106 |
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
|
107 |
+
"value": 0.0,
|
108 |
+
"min": -8.0,
|
109 |
+
"max": 3.31360000371933,
|
110 |
+
"count": 87
|
111 |
},
|
112 |
"SoccerTwos.IsTraining.mean": {
|
113 |
"value": 1.0,
|
114 |
"min": 1.0,
|
115 |
"max": 1.0,
|
116 |
+
"count": 87
|
117 |
},
|
118 |
"SoccerTwos.IsTraining.sum": {
|
119 |
"value": 1.0,
|
120 |
"min": 1.0,
|
121 |
"max": 1.0,
|
122 |
+
"count": 87
|
123 |
},
|
124 |
"SoccerTwos.Losses.PolicyLoss.mean": {
|
125 |
+
"value": 0.017272158976023397,
|
126 |
+
"min": 0.010708019716851898,
|
127 |
+
"max": 0.02309487227272863,
|
128 |
+
"count": 40
|
129 |
},
|
130 |
"SoccerTwos.Losses.PolicyLoss.sum": {
|
131 |
+
"value": 0.017272158976023397,
|
132 |
+
"min": 0.010708019716851898,
|
133 |
+
"max": 0.02309487227272863,
|
134 |
+
"count": 40
|
135 |
},
|
136 |
"SoccerTwos.Losses.ValueLoss.mean": {
|
137 |
+
"value": 0.0022173194001273563,
|
138 |
+
"min": 0.0013519591884687543,
|
139 |
+
"max": 0.0107919296870629,
|
140 |
+
"count": 40
|
141 |
},
|
142 |
"SoccerTwos.Losses.ValueLoss.sum": {
|
143 |
+
"value": 0.0022173194001273563,
|
144 |
+
"min": 0.0013519591884687543,
|
145 |
+
"max": 0.0107919296870629,
|
146 |
+
"count": 40
|
147 |
},
|
148 |
"SoccerTwos.Losses.BaselineLoss.mean": {
|
149 |
+
"value": 0.0024933931223737695,
|
150 |
+
"min": 0.0013610376258535932,
|
151 |
+
"max": 0.010803046232710282,
|
152 |
+
"count": 40
|
153 |
},
|
154 |
"SoccerTwos.Losses.BaselineLoss.sum": {
|
155 |
+
"value": 0.0024933931223737695,
|
156 |
+
"min": 0.0013610376258535932,
|
157 |
+
"max": 0.010803046232710282,
|
158 |
+
"count": 40
|
159 |
},
|
160 |
"SoccerTwos.Policy.LearningRate.mean": {
|
161 |
"value": 0.00019999999999999996,
|
162 |
"min": 0.00019999999999999996,
|
163 |
"max": 0.00019999999999999996,
|
164 |
+
"count": 40
|
165 |
},
|
166 |
"SoccerTwos.Policy.LearningRate.sum": {
|
167 |
"value": 0.00019999999999999996,
|
168 |
"min": 0.00019999999999999996,
|
169 |
"max": 0.00019999999999999996,
|
170 |
+
"count": 40
|
171 |
},
|
172 |
"SoccerTwos.Policy.Epsilon.mean": {
|
173 |
"value": 0.20000000000000007,
|
174 |
"min": 0.20000000000000007,
|
175 |
"max": 0.20000000000000007,
|
176 |
+
"count": 40
|
177 |
},
|
178 |
"SoccerTwos.Policy.Epsilon.sum": {
|
179 |
"value": 0.20000000000000007,
|
180 |
"min": 0.20000000000000007,
|
181 |
"max": 0.20000000000000007,
|
182 |
+
"count": 40
|
183 |
},
|
184 |
"SoccerTwos.Policy.Beta.mean": {
|
185 |
"value": 0.005000000000000001,
|
186 |
"min": 0.005000000000000001,
|
187 |
"max": 0.005000000000000001,
|
188 |
+
"count": 40
|
189 |
},
|
190 |
"SoccerTwos.Policy.Beta.sum": {
|
191 |
"value": 0.005000000000000001,
|
192 |
"min": 0.005000000000000001,
|
193 |
"max": 0.005000000000000001,
|
194 |
+
"count": 40
|
195 |
}
|
196 |
},
|
197 |
"metadata": {
|
198 |
"timer_format_version": "0.1.0",
|
199 |
+
"start_time_seconds": "1691496371",
|
200 |
"python_version": "3.10.12 (main, Jun 11 2023, 05:26:28) [GCC 11.4.0]",
|
201 |
"command_line_arguments": "/usr/local/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos.x86_64 --run-id=SoccerTwos --no-graphics --resume --torch-device=cpu",
|
202 |
"mlagents_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": "1691501511"
|
208 |
},
|
209 |
+
"total": 5139.435880656,
|
210 |
"count": 1,
|
211 |
+
"self": 0.011080157000833424,
|
212 |
"children": {
|
213 |
"run_training.setup": {
|
214 |
+
"total": 0.05245690800001057,
|
215 |
"count": 1,
|
216 |
+
"self": 0.05245690800001057
|
217 |
},
|
218 |
"TrainerController.start_learning": {
|
219 |
+
"total": 5139.372343591,
|
220 |
"count": 1,
|
221 |
+
"self": 2.1167997839993404,
|
222 |
"children": {
|
223 |
"TrainerController._reset_env": {
|
224 |
+
"total": 4.263660692000997,
|
225 |
"count": 6,
|
226 |
+
"self": 4.263660692000997
|
227 |
},
|
228 |
"TrainerController.advance": {
|
229 |
+
"total": 5132.210660048,
|
230 |
+
"count": 57313,
|
231 |
+
"self": 2.415151384089768,
|
232 |
"children": {
|
233 |
"env_step": {
|
234 |
+
"total": 2000.585712710003,
|
235 |
+
"count": 57313,
|
236 |
+
"self": 1650.7825745350797,
|
237 |
"children": {
|
238 |
"SubprocessEnvManager._take_step": {
|
239 |
+
"total": 348.41224588094786,
|
240 |
+
"count": 57313,
|
241 |
+
"self": 14.595794462779281,
|
242 |
"children": {
|
243 |
"TorchPolicy.evaluate": {
|
244 |
+
"total": 333.8164514181686,
|
245 |
+
"count": 113782,
|
246 |
+
"self": 333.8164514181686
|
247 |
}
|
248 |
}
|
249 |
},
|
250 |
"workers": {
|
251 |
+
"total": 1.3908922939755826,
|
252 |
+
"count": 57313,
|
253 |
"self": 0.0,
|
254 |
"children": {
|
255 |
"worker_root": {
|
256 |
+
"total": 5054.301470884028,
|
257 |
+
"count": 57313,
|
258 |
"is_parallel": true,
|
259 |
+
"self": 3688.8676730400625,
|
260 |
"children": {
|
261 |
"run_training.setup": {
|
262 |
"total": 0.0,
|
|
|
265 |
"self": 0.0,
|
266 |
"children": {
|
267 |
"steps_from_proto": {
|
268 |
+
"total": 0.00958331200001794,
|
269 |
"count": 2,
|
270 |
"is_parallel": true,
|
271 |
+
"self": 0.0058331999999836626,
|
272 |
"children": {
|
273 |
"_process_rank_one_or_two_observation": {
|
274 |
+
"total": 0.003750112000034278,
|
275 |
"count": 8,
|
276 |
"is_parallel": true,
|
277 |
+
"self": 0.003750112000034278
|
278 |
}
|
279 |
}
|
280 |
},
|
281 |
"UnityEnvironment.step": {
|
282 |
+
"total": 0.04618508800001564,
|
283 |
"count": 1,
|
284 |
"is_parallel": true,
|
285 |
+
"self": 0.0013960970000539419,
|
286 |
"children": {
|
287 |
"UnityEnvironment._generate_step_input": {
|
288 |
+
"total": 0.0009681639999712388,
|
289 |
"count": 1,
|
290 |
"is_parallel": true,
|
291 |
+
"self": 0.0009681639999712388
|
292 |
},
|
293 |
"communicator.exchange": {
|
294 |
+
"total": 0.039570346000004974,
|
295 |
"count": 1,
|
296 |
"is_parallel": true,
|
297 |
+
"self": 0.039570346000004974
|
298 |
},
|
299 |
"steps_from_proto": {
|
300 |
+
"total": 0.004250480999985484,
|
301 |
"count": 2,
|
302 |
"is_parallel": true,
|
303 |
+
"self": 0.0007770870000172181,
|
304 |
"children": {
|
305 |
"_process_rank_one_or_two_observation": {
|
306 |
+
"total": 0.003473393999968266,
|
307 |
"count": 8,
|
308 |
"is_parallel": true,
|
309 |
+
"self": 0.003473393999968266
|
310 |
}
|
311 |
}
|
312 |
}
|
|
|
315 |
}
|
316 |
},
|
317 |
"steps_from_proto": {
|
318 |
+
"total": 0.013419882999698984,
|
319 |
"count": 10,
|
320 |
"is_parallel": true,
|
321 |
+
"self": 0.002353784998831543,
|
322 |
"children": {
|
323 |
"_process_rank_one_or_two_observation": {
|
324 |
+
"total": 0.011066098000867441,
|
325 |
"count": 40,
|
326 |
"is_parallel": true,
|
327 |
+
"self": 0.011066098000867441
|
328 |
}
|
329 |
}
|
330 |
},
|
331 |
"UnityEnvironment.step": {
|
332 |
+
"total": 1365.420377960966,
|
333 |
+
"count": 57312,
|
334 |
"is_parallel": true,
|
335 |
+
"self": 82.64640807092292,
|
336 |
"children": {
|
337 |
"UnityEnvironment._generate_step_input": {
|
338 |
+
"total": 43.01288766199599,
|
339 |
+
"count": 57312,
|
340 |
"is_parallel": true,
|
341 |
+
"self": 43.01288766199599
|
342 |
},
|
343 |
"communicator.exchange": {
|
344 |
+
"total": 975.8865986329861,
|
345 |
+
"count": 57312,
|
346 |
"is_parallel": true,
|
347 |
+
"self": 975.8865986329861
|
348 |
},
|
349 |
"steps_from_proto": {
|
350 |
+
"total": 263.8744835950611,
|
351 |
+
"count": 114624,
|
352 |
"is_parallel": true,
|
353 |
+
"self": 44.73958648509165,
|
354 |
"children": {
|
355 |
"_process_rank_one_or_two_observation": {
|
356 |
+
"total": 219.13489710996947,
|
357 |
+
"count": 458496,
|
358 |
"is_parallel": true,
|
359 |
+
"self": 219.13489710996947
|
360 |
}
|
361 |
}
|
362 |
}
|
|
|
369 |
}
|
370 |
},
|
371 |
"trainer_advance": {
|
372 |
+
"total": 3129.209795953908,
|
373 |
+
"count": 57313,
|
374 |
+
"self": 18.172315086902927,
|
375 |
"children": {
|
376 |
"process_trajectory": {
|
377 |
+
"total": 371.8474487530039,
|
378 |
+
"count": 57313,
|
379 |
+
"self": 371.39455769900366,
|
380 |
"children": {
|
381 |
"RLTrainer._checkpoint": {
|
382 |
+
"total": 0.4528910540002471,
|
383 |
+
"count": 1,
|
384 |
+
"self": 0.4528910540002471
|
385 |
}
|
386 |
}
|
387 |
},
|
388 |
"_update_policy": {
|
389 |
+
"total": 2739.190032114001,
|
390 |
+
"count": 41,
|
391 |
+
"self": 231.26004228800684,
|
392 |
"children": {
|
393 |
"TorchPOCAOptimizer.update": {
|
394 |
+
"total": 2507.929989825994,
|
395 |
+
"count": 1230,
|
396 |
+
"self": 2507.929989825994
|
397 |
}
|
398 |
}
|
399 |
}
|
|
|
402 |
}
|
403 |
},
|
404 |
"trainer_threads": {
|
405 |
+
"total": 2.1459991330630146e-06,
|
406 |
"count": 1,
|
407 |
+
"self": 2.1459991330630146e-06
|
408 |
},
|
409 |
"TrainerController._save_models": {
|
410 |
+
"total": 0.7812209209996581,
|
411 |
"count": 1,
|
412 |
+
"self": 0.007980739000231551,
|
413 |
"children": {
|
414 |
"RLTrainer._checkpoint": {
|
415 |
+
"total": 0.7732401819994266,
|
416 |
"count": 1,
|
417 |
+
"self": 0.7732401819994266
|
418 |
}
|
419 |
}
|
420 |
}
|
run_logs/training_status.json
CHANGED
@@ -1,24 +1,6 @@
|
|
1 |
{
|
2 |
"SoccerTwos": {
|
3 |
"checkpoints": [
|
4 |
-
{
|
5 |
-
"steps": 15999985,
|
6 |
-
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-15999985.onnx",
|
7 |
-
"reward": 0.0,
|
8 |
-
"creation_time": 1691424711.922073,
|
9 |
-
"auxillary_file_paths": [
|
10 |
-
"results/SoccerTwos/SoccerTwos/SoccerTwos-15999985.pt"
|
11 |
-
]
|
12 |
-
},
|
13 |
-
{
|
14 |
-
"steps": 16000076,
|
15 |
-
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-16000076.onnx",
|
16 |
-
"reward": 0.0,
|
17 |
-
"creation_time": 1691424712.242151,
|
18 |
-
"auxillary_file_paths": [
|
19 |
-
"results/SoccerTwos/SoccerTwos/SoccerTwos-16000076.pt"
|
20 |
-
]
|
21 |
-
},
|
22 |
{
|
23 |
"steps": 16499968,
|
24 |
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-16499968.onnx",
|
@@ -45,16 +27,34 @@
|
|
45 |
"auxillary_file_paths": [
|
46 |
"results/SoccerTwos/SoccerTwos/SoccerTwos-17000414.pt"
|
47 |
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
48 |
}
|
49 |
],
|
50 |
-
"elo":
|
51 |
"final_checkpoint": {
|
52 |
-
"steps":
|
53 |
"file_path": "results/SoccerTwos/SoccerTwos.onnx",
|
54 |
-
"reward":
|
55 |
-
"creation_time":
|
56 |
"auxillary_file_paths": [
|
57 |
-
"results/SoccerTwos/SoccerTwos/SoccerTwos-
|
58 |
]
|
59 |
}
|
60 |
},
|
|
|
1 |
{
|
2 |
"SoccerTwos": {
|
3 |
"checkpoints": [
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
4 |
{
|
5 |
"steps": 16499968,
|
6 |
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-16499968.onnx",
|
|
|
27 |
"auxillary_file_paths": [
|
28 |
"results/SoccerTwos/SoccerTwos/SoccerTwos-17000414.pt"
|
29 |
]
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"steps": 17499624,
|
33 |
+
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-17499624.onnx",
|
34 |
+
"reward": null,
|
35 |
+
"creation_time": 1691499298.6854486,
|
36 |
+
"auxillary_file_paths": [
|
37 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-17499624.pt"
|
38 |
+
]
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"steps": 17879860,
|
42 |
+
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-17879860.onnx",
|
43 |
+
"reward": null,
|
44 |
+
"creation_time": 1691501511.1249673,
|
45 |
+
"auxillary_file_paths": [
|
46 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-17879860.pt"
|
47 |
+
]
|
48 |
}
|
49 |
],
|
50 |
+
"elo": 1536.164645222385,
|
51 |
"final_checkpoint": {
|
52 |
+
"steps": 17879860,
|
53 |
"file_path": "results/SoccerTwos/SoccerTwos.onnx",
|
54 |
+
"reward": null,
|
55 |
+
"creation_time": 1691501511.1249673,
|
56 |
"auxillary_file_paths": [
|
57 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-17879860.pt"
|
58 |
]
|
59 |
}
|
60 |
},
|