100M steps
Browse files- .DS_Store +3 -0
- .gitattributes +1 -0
- README.md +31 -0
- SoccerTwos.onnx +3 -0
- SoccerTwos/SoccerTwos-100000002.onnx +3 -0
- SoccerTwos/SoccerTwos-100000002.pt +3 -0
- SoccerTwos/SoccerTwos-98499942.onnx +3 -0
- SoccerTwos/SoccerTwos-98499942.pt +3 -0
- SoccerTwos/SoccerTwos-98999890.onnx +3 -0
- SoccerTwos/SoccerTwos-98999890.pt +3 -0
- SoccerTwos/SoccerTwos-99499958.onnx +3 -0
- SoccerTwos/SoccerTwos-99499958.pt +3 -0
- SoccerTwos/SoccerTwos-99999988.onnx +3 -0
- SoccerTwos/SoccerTwos-99999988.pt +3 -0
- SoccerTwos/checkpoint.pt +3 -0
- SoccerTwos/events.out.tfevents.1675875266.Alessandros-MBP.fritz.box.22240.0 +3 -0
- SoccerTwos/events.out.tfevents.1675929529.Alessandros-MBP.fritz.box.25179.0 +3 -0
- SoccerTwos/events.out.tfevents.1675929583.Alessandros-MBP.fritz.box.25192.0 +3 -0
- SoccerTwos/events.out.tfevents.1675970528.Alessandros-MBP.fritz.box.25996.0 +3 -0
- SoccerTwos/events.out.tfevents.1676013013.Alessandros-MBP.fritz.box.27120.0 +3 -0
- SoccerTwos/events.out.tfevents.1676059760.Alessandros-MBP.fritz.box.28283.0 +3 -0
- SoccerTwos/events.out.tfevents.1676112734.Alessandros-MBP.fritz.box.29731.0 +3 -0
- SoccerTwos/events.out.tfevents.1676149493.Alessandros-MBP.fritz.box.30645.0 +3 -0
- SoccerTwos/events.out.tfevents.1676229807.Alessandros-MBP.fritz.box.32789.0 +3 -0
- SoccerTwos/events.out.tfevents.1676300585.Alessandros-MBP.fritz.box.34473.0 +3 -0
- SoccerTwos/events.out.tfevents.1676317901.Alessandros-MBP.fritz.box.35402.0 +3 -0
- config.json +1 -0
- configuration.yaml +82 -0
- run_logs/Player-0.log +287 -0
- run_logs/timers.json +368 -0
- run_logs/training_status.json +66 -0
.DS_Store
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:736c66aa0fb3dacf50a063ce7fca629939652076fd20b2e6e94130805878c3aa
|
3 |
+
size 6148
|
.gitattributes
CHANGED
@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
32 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
33 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
34 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
32 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
33 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
34 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
35 |
+
.DS_Store filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
---
|
3 |
+
tags:
|
4 |
+
- unity-ml-agents
|
5 |
+
- ml-agents
|
6 |
+
- deep-reinforcement-learning
|
7 |
+
- reinforcement-learning
|
8 |
+
- ML-Agents-SoccerTwos
|
9 |
+
library_name: ml-agents
|
10 |
+
---
|
11 |
+
|
12 |
+
# **poca** Agent playing **SoccerTwos**
|
13 |
+
This is a trained model of a **poca** agent playing **SoccerTwos** using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
|
14 |
+
|
15 |
+
## Usage (with ML-Agents)
|
16 |
+
The Documentation: https://github.com/huggingface/ml-agents#get-started
|
17 |
+
We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
|
18 |
+
|
19 |
+
|
20 |
+
### Resume the training
|
21 |
+
```
|
22 |
+
mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
|
23 |
+
```
|
24 |
+
### Watch your Agent play
|
25 |
+
You can watch your agent **playing directly in your browser:**.
|
26 |
+
|
27 |
+
1. Go to https://huggingface.co/spaces/unity/ML-Agents-SoccerTwos
|
28 |
+
2. Step 1: Write your model_id: atorre/poca-SoccerTwos-100M
|
29 |
+
3. Step 2: Select your *.nn /*.onnx file
|
30 |
+
4. Click on Watch the agent play 👀
|
31 |
+
|
SoccerTwos.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d6771b59d225fc0b5f64f506e7192f0c215f27629d266b6b64d834d784977bc8
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-100000002.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d6771b59d225fc0b5f64f506e7192f0c215f27629d266b6b64d834d784977bc8
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-100000002.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:267a2cc0b696a5a2abb850487c3d4616bec645d25b03ec2127dc93e8dec04d1e
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-98499942.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d6cf6f1f35866297378dcd807140757aeaa253514fdb32b0df8df93ab1f8c3c7
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-98499942.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:744c38ed26ed7c6be97e43a93b9e37da7014445a685e4c9c9008e5009a7d14d0
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-98999890.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9b68bd6a76eaafff830b2898b8248e78c591cd62ff3be2acad48f706464468ee
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-98999890.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9c474608c15eaafb44359dcadb936dbef76574d611b0a86f2189d1ca6b2190dd
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-99499958.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1358090a233aad8f81a485c301cc3634fa43c5fb6704ae4882a7d47838fb9fbb
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-99499958.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ec40e218088b2cd147035e841bc0e68307dbb4616f64aa64b2d3b4f3b121ac13
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-99999988.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d6771b59d225fc0b5f64f506e7192f0c215f27629d266b6b64d834d784977bc8
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-99999988.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6544fd42e37a2f417bd7431366b7310c2fee38d56b0550cc46869f5ac71348b1
|
3 |
+
size 28421201
|
SoccerTwos/checkpoint.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:267a2cc0b696a5a2abb850487c3d4616bec645d25b03ec2127dc93e8dec04d1e
|
3 |
+
size 28421201
|
SoccerTwos/events.out.tfevents.1675875266.Alessandros-MBP.fritz.box.22240.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:10444ccbf3de85129fea1be8acb09a6940c87fcbbd94cfc71c4489e9441a18c1
|
3 |
+
size 9427011
|
SoccerTwos/events.out.tfevents.1675929529.Alessandros-MBP.fritz.box.25179.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e3f2fcdf35d91b9dbfbfb23d7f6d8904cb57fd40e4bcde5b9b6152ba3e8ab067
|
3 |
+
size 1193
|
SoccerTwos/events.out.tfevents.1675929583.Alessandros-MBP.fritz.box.25192.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5b9add6ef30e6d067ba86e6e4c2208eb46bd7603e1ee7550596ca2162a63056d
|
3 |
+
size 10279003
|
SoccerTwos/events.out.tfevents.1675970528.Alessandros-MBP.fritz.box.25996.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:15c3d182fda6233b7ddaf4c773a2b9bcd0e5a0dcfdb43156ce7e17917852f64b
|
3 |
+
size 10279003
|
SoccerTwos/events.out.tfevents.1676013013.Alessandros-MBP.fritz.box.27120.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:38098c24774b1fb4dc23a0cf9687452b48d921bf2a36ebb100a31ef23e2ee80a
|
3 |
+
size 10279003
|
SoccerTwos/events.out.tfevents.1676059760.Alessandros-MBP.fritz.box.28283.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4e34fcd846e14e7fdab4f7a3ef28f64dd8b1f4292ee0657de6c4ba595610d3be
|
3 |
+
size 10279003
|
SoccerTwos/events.out.tfevents.1676112734.Alessandros-MBP.fritz.box.29731.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e551e86b351854186222ce58f8e157f12bfadcc9034fbcaee9d90898c2726704
|
3 |
+
size 6578848
|
SoccerTwos/events.out.tfevents.1676149493.Alessandros-MBP.fritz.box.30645.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:948b321a814f4b5e8babdd17ebec92aebcba3074a76b2f503b0cbb6e0206ae1d
|
3 |
+
size 13978802
|
SoccerTwos/events.out.tfevents.1676229807.Alessandros-MBP.fritz.box.32789.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fdca475148ad4d703e1e41483311dd46484cb47454a90b6230d037dc15a6b8f2
|
3 |
+
size 12509199
|
SoccerTwos/events.out.tfevents.1676300585.Alessandros-MBP.fritz.box.34473.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bc665eeec32d012e692ba44d264cd1959e15f08f30746b543241f404e6b3fb4c
|
3 |
+
size 2909720
|
SoccerTwos/events.out.tfevents.1676317901.Alessandros-MBP.fritz.box.35402.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8f921d3a14f41708ba98f29e4292990876ea446f1e3d9ddeb771b62918b657c2
|
3 |
+
size 15418077
|
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": "linear", "beta_schedule": "linear", "epsilon_schedule": "linear"}, "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": 100000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 100000, "team_change": 200000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.5, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/SoccerTwos/SoccerTwos.app", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "seed": -1, "max_lifetime_restarts": 10, "restarts_rate_limit_n": 1, "restarts_rate_limit_period_s": 60}, "engine_settings": {"width": 84, "height": 84, "quality_level": 5, "time_scale": 20, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "initialize_from": null, "load_model": false, "resume": true, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
|
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: linear
|
14 |
+
beta_schedule: linear
|
15 |
+
epsilon_schedule: linear
|
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: 100000000
|
41 |
+
time_horizon: 1000
|
42 |
+
summary_freq: 10000
|
43 |
+
threaded: false
|
44 |
+
self_play:
|
45 |
+
save_steps: 100000
|
46 |
+
team_change: 200000
|
47 |
+
swap_steps: 2000
|
48 |
+
window: 10
|
49 |
+
play_against_latest_model_ratio: 0.5
|
50 |
+
initial_elo: 1200.0
|
51 |
+
behavioral_cloning: null
|
52 |
+
env_settings:
|
53 |
+
env_path: ./training-envs-executables/SoccerTwos/SoccerTwos.app
|
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: true
|
76 |
+
force: false
|
77 |
+
train_model: false
|
78 |
+
inference: false
|
79 |
+
results_dir: results
|
80 |
+
torch_settings:
|
81 |
+
device: null
|
82 |
+
debug: false
|
run_logs/Player-0.log
ADDED
@@ -0,0 +1,287 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Mono path[0] = '/Users/sasha/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos.app/Contents/Resources/Data/Managed'
|
2 |
+
Mono config path = '/Users/sasha/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos.app/Contents/MonoBleedingEdge/etc'
|
3 |
+
New input system (experimental) initialized
|
4 |
+
Initialize engine version: 2021.3.17f1 (3e8111cac19d)
|
5 |
+
[Subsystems] Discovering subsystems at path /Users/sasha/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos.app/Contents/Resources/Data/UnitySubsystems
|
6 |
+
Forcing GfxDevice: Null
|
7 |
+
GfxDevice: creating device client; threaded=0; jobified=0
|
8 |
+
NullGfxDevice:
|
9 |
+
Version: NULL 1.0 [1.0]
|
10 |
+
Renderer: Null Device
|
11 |
+
Vendor: Unity Technologies
|
12 |
+
Begin MonoManager ReloadAssembly
|
13 |
+
- Completed reload, in 0.165 seconds
|
14 |
+
ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
15 |
+
ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
16 |
+
ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
17 |
+
WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
|
18 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
19 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
20 |
+
ERROR: Shader Standard (Specular setup) 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 |
+
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
|
25 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
26 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
27 |
+
ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
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 |
+
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
32 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
33 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
34 |
+
ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
35 |
+
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
36 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
37 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
38 |
+
UnloadTime: 0.832115 ms
|
39 |
+
Registered Communicator in Agent.
|
40 |
+
ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
41 |
+
Setting up 4 worker threads for Enlighten.
|
42 |
+
Memory Statistics:
|
43 |
+
[ALLOC_TEMP_TLS] TLS Allocator
|
44 |
+
StackAllocators :
|
45 |
+
[ALLOC_TEMP_MAIN]
|
46 |
+
Peak usage frame count: [8.0 KB-16.0 KB]: 282471 frames, [2.0 MB-4.0 MB]: 1 frames
|
47 |
+
Initial Block Size 4.0 MB
|
48 |
+
Current Block Size 4.0 MB
|
49 |
+
Peak Allocated Bytes 2.1 MB
|
50 |
+
Overflow Count 0
|
51 |
+
[ALLOC_TEMP_Loading.AsyncRead]
|
52 |
+
Initial Block Size 64.0 KB
|
53 |
+
Current Block Size 64.0 KB
|
54 |
+
Peak Allocated Bytes 128 B
|
55 |
+
Overflow Count 0
|
56 |
+
[ALLOC_TEMP_Loading.PreloadManager]
|
57 |
+
Initial Block Size 256.0 KB
|
58 |
+
Current Block Size 256.0 KB
|
59 |
+
Peak Allocated Bytes 78.8 KB
|
60 |
+
Overflow Count 4
|
61 |
+
[ALLOC_TEMP_Background Job.Worker 8]
|
62 |
+
Initial Block Size 32.0 KB
|
63 |
+
Current Block Size 32.0 KB
|
64 |
+
Peak Allocated Bytes 0 B
|
65 |
+
Overflow Count 0
|
66 |
+
[ALLOC_TEMP_Job.Worker 6]
|
67 |
+
Initial Block Size 256.0 KB
|
68 |
+
Current Block Size 256.0 KB
|
69 |
+
Peak Allocated Bytes 0 B
|
70 |
+
Overflow Count 0
|
71 |
+
[ALLOC_TEMP_Job.Worker 0]
|
72 |
+
Initial Block Size 256.0 KB
|
73 |
+
Current Block Size 256.0 KB
|
74 |
+
Peak Allocated Bytes 0 B
|
75 |
+
Overflow Count 0
|
76 |
+
[ALLOC_TEMP_Background Job.Worker 10]
|
77 |
+
Initial Block Size 32.0 KB
|
78 |
+
Current Block Size 32.0 KB
|
79 |
+
Peak Allocated Bytes 0 B
|
80 |
+
Overflow Count 0
|
81 |
+
[ALLOC_TEMP_Background Job.Worker 9]
|
82 |
+
Initial Block Size 32.0 KB
|
83 |
+
Current Block Size 32.0 KB
|
84 |
+
Peak Allocated Bytes 0 B
|
85 |
+
Overflow Count 0
|
86 |
+
[ALLOC_TEMP_Job.Worker 5]
|
87 |
+
Initial Block Size 256.0 KB
|
88 |
+
Current Block Size 256.0 KB
|
89 |
+
Peak Allocated Bytes 0 B
|
90 |
+
Overflow Count 0
|
91 |
+
[ALLOC_TEMP_Background Job.Worker 14]
|
92 |
+
Initial Block Size 32.0 KB
|
93 |
+
Current Block Size 32.0 KB
|
94 |
+
Peak Allocated Bytes 0 B
|
95 |
+
Overflow Count 0
|
96 |
+
[ALLOC_TEMP_Background Job.Worker 6]
|
97 |
+
Initial Block Size 32.0 KB
|
98 |
+
Current Block Size 32.0 KB
|
99 |
+
Peak Allocated Bytes 0 B
|
100 |
+
Overflow Count 0
|
101 |
+
[ALLOC_TEMP_Job.Worker 4]
|
102 |
+
Initial Block Size 256.0 KB
|
103 |
+
Current Block Size 256.0 KB
|
104 |
+
Peak Allocated Bytes 0 B
|
105 |
+
Overflow Count 0
|
106 |
+
[ALLOC_TEMP_Job.Worker 3]
|
107 |
+
Initial Block Size 256.0 KB
|
108 |
+
Current Block Size 256.0 KB
|
109 |
+
Peak Allocated Bytes 0.7 KB
|
110 |
+
Overflow Count 0
|
111 |
+
[ALLOC_TEMP_Background Job.Worker 12]
|
112 |
+
Initial Block Size 32.0 KB
|
113 |
+
Current Block Size 32.0 KB
|
114 |
+
Peak Allocated Bytes 0 B
|
115 |
+
Overflow Count 0
|
116 |
+
[ALLOC_TEMP_EnlightenWorker] x 4
|
117 |
+
Initial Block Size 64.0 KB
|
118 |
+
Current Block Size 64.0 KB
|
119 |
+
Peak Allocated Bytes 0 B
|
120 |
+
Overflow Count 0
|
121 |
+
[ALLOC_TEMP_Background Job.Worker 15]
|
122 |
+
Initial Block Size 32.0 KB
|
123 |
+
Current Block Size 32.0 KB
|
124 |
+
Peak Allocated Bytes 0 B
|
125 |
+
Overflow Count 0
|
126 |
+
[ALLOC_TEMP_Background Job.Worker 1]
|
127 |
+
Initial Block Size 32.0 KB
|
128 |
+
Current Block Size 32.0 KB
|
129 |
+
Peak Allocated Bytes 0 B
|
130 |
+
Overflow Count 0
|
131 |
+
[ALLOC_TEMP_Background Job.Worker 2]
|
132 |
+
Initial Block Size 32.0 KB
|
133 |
+
Current Block Size 32.0 KB
|
134 |
+
Peak Allocated Bytes 0 B
|
135 |
+
Overflow Count 0
|
136 |
+
[ALLOC_TEMP_Background Job.Worker 7]
|
137 |
+
Initial Block Size 32.0 KB
|
138 |
+
Current Block Size 32.0 KB
|
139 |
+
Peak Allocated Bytes 0 B
|
140 |
+
Overflow Count 0
|
141 |
+
[ALLOC_TEMP_AssetGarbageCollectorHelper] x 7
|
142 |
+
Initial Block Size 64.0 KB
|
143 |
+
Current Block Size 64.0 KB
|
144 |
+
Peak Allocated Bytes 0 B
|
145 |
+
Overflow Count 0
|
146 |
+
[ALLOC_TEMP_Background Job.Worker 5]
|
147 |
+
Initial Block Size 32.0 KB
|
148 |
+
Current Block Size 32.0 KB
|
149 |
+
Peak Allocated Bytes 0 B
|
150 |
+
Overflow Count 0
|
151 |
+
[ALLOC_TEMP_Background Job.Worker 13]
|
152 |
+
Initial Block Size 32.0 KB
|
153 |
+
Current Block Size 32.0 KB
|
154 |
+
Peak Allocated Bytes 0 B
|
155 |
+
Overflow Count 0
|
156 |
+
[ALLOC_TEMP_OSX HID Input]
|
157 |
+
Initial Block Size 64.0 KB
|
158 |
+
Current Block Size 64.0 KB
|
159 |
+
Peak Allocated Bytes 0 B
|
160 |
+
Overflow Count 0
|
161 |
+
[ALLOC_TEMP_Job.Worker 1]
|
162 |
+
Initial Block Size 256.0 KB
|
163 |
+
Current Block Size 256.0 KB
|
164 |
+
Peak Allocated Bytes 0 B
|
165 |
+
Overflow Count 0
|
166 |
+
[ALLOC_TEMP_Job.Worker 2]
|
167 |
+
Initial Block Size 256.0 KB
|
168 |
+
Current Block Size 256.0 KB
|
169 |
+
Peak Allocated Bytes 0 B
|
170 |
+
Overflow Count 0
|
171 |
+
[ALLOC_TEMP_Background Job.Worker 3]
|
172 |
+
Initial Block Size 32.0 KB
|
173 |
+
Current Block Size 32.0 KB
|
174 |
+
Peak Allocated Bytes 0 B
|
175 |
+
Overflow Count 0
|
176 |
+
[ALLOC_TEMP_Background Job.Worker 11]
|
177 |
+
Initial Block Size 32.0 KB
|
178 |
+
Current Block Size 32.0 KB
|
179 |
+
Peak Allocated Bytes 0 B
|
180 |
+
Overflow Count 0
|
181 |
+
[ALLOC_TEMP_Background Job.Worker 0]
|
182 |
+
Initial Block Size 32.0 KB
|
183 |
+
Current Block Size 32.0 KB
|
184 |
+
Peak Allocated Bytes 0 B
|
185 |
+
Overflow Count 0
|
186 |
+
[ALLOC_TEMP_Background Job.Worker 4]
|
187 |
+
Initial Block Size 32.0 KB
|
188 |
+
Current Block Size 32.0 KB
|
189 |
+
Peak Allocated Bytes 0 B
|
190 |
+
Overflow Count 0
|
191 |
+
[ALLOC_TEMP_BatchDeleteObjects]
|
192 |
+
Initial Block Size 64.0 KB
|
193 |
+
Current Block Size 64.0 KB
|
194 |
+
Peak Allocated Bytes 0 B
|
195 |
+
Overflow Count 0
|
196 |
+
[ALLOC_DEFAULT] Dual Thread Allocator
|
197 |
+
Peak main deferred allocation count 4
|
198 |
+
[ALLOC_BUCKET]
|
199 |
+
Large Block size 4.0 MB
|
200 |
+
Used Block count 1
|
201 |
+
Peak Allocated bytes 1.0 MB
|
202 |
+
[ALLOC_DEFAULT_MAIN]
|
203 |
+
Peak usage frame count: [4.0 MB-8.0 MB]: 282472 frames
|
204 |
+
Requested Block Size 16.0 MB
|
205 |
+
Peak Block count 1
|
206 |
+
Peak Allocated memory 5.1 MB
|
207 |
+
Peak Large allocation bytes 0 B
|
208 |
+
[ALLOC_DEFAULT_THREAD]
|
209 |
+
Peak usage frame count: [16.0 MB-32.0 MB]: 282472 frames
|
210 |
+
Requested Block Size 16.0 MB
|
211 |
+
Peak Block count 1
|
212 |
+
Peak Allocated memory 17.3 MB
|
213 |
+
Peak Large allocation bytes 16.0 MB
|
214 |
+
[ALLOC_TEMP_JOB_1_FRAME]
|
215 |
+
Initial Block Size 2.0 MB
|
216 |
+
Used Block Count 1
|
217 |
+
Overflow Count (too large) 0
|
218 |
+
Overflow Count (full) 0
|
219 |
+
[ALLOC_TEMP_JOB_2_FRAMES]
|
220 |
+
Initial Block Size 2.0 MB
|
221 |
+
Used Block Count 1
|
222 |
+
Overflow Count (too large) 0
|
223 |
+
Overflow Count (full) 0
|
224 |
+
[ALLOC_TEMP_JOB_4_FRAMES (JobTemp)]
|
225 |
+
Initial Block Size 2.0 MB
|
226 |
+
Used Block Count 2
|
227 |
+
Overflow Count (too large) 0
|
228 |
+
Overflow Count (full) 0
|
229 |
+
[ALLOC_TEMP_JOB_ASYNC (Background)]
|
230 |
+
Initial Block Size 1.0 MB
|
231 |
+
Used Block Count 3
|
232 |
+
Overflow Count (too large) 0
|
233 |
+
Overflow Count (full) 0
|
234 |
+
[ALLOC_GFX] Dual Thread Allocator
|
235 |
+
Peak main deferred allocation count 0
|
236 |
+
[ALLOC_BUCKET]
|
237 |
+
Large Block size 4.0 MB
|
238 |
+
Used Block count 1
|
239 |
+
Peak Allocated bytes 1.0 MB
|
240 |
+
[ALLOC_GFX_MAIN]
|
241 |
+
Peak usage frame count: [32.0 KB-64.0 KB]: 282471 frames, [64.0 KB-128.0 KB]: 1 frames
|
242 |
+
Requested Block Size 16.0 MB
|
243 |
+
Peak Block count 1
|
244 |
+
Peak Allocated memory 65.6 KB
|
245 |
+
Peak Large allocation bytes 0 B
|
246 |
+
[ALLOC_GFX_THREAD]
|
247 |
+
Peak usage frame count: [128.0 KB-256.0 KB]: 282472 frames
|
248 |
+
Requested Block Size 16.0 MB
|
249 |
+
Peak Block count 1
|
250 |
+
Peak Allocated memory 173.5 KB
|
251 |
+
Peak Large allocation bytes 0 B
|
252 |
+
[ALLOC_CACHEOBJECTS] Dual Thread Allocator
|
253 |
+
Peak main deferred allocation count 0
|
254 |
+
[ALLOC_BUCKET]
|
255 |
+
Large Block size 4.0 MB
|
256 |
+
Used Block count 1
|
257 |
+
Peak Allocated bytes 1.0 MB
|
258 |
+
[ALLOC_CACHEOBJECTS_MAIN]
|
259 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 282472 frames
|
260 |
+
Requested Block Size 4.0 MB
|
261 |
+
Peak Block count 1
|
262 |
+
Peak Allocated memory 0.6 MB
|
263 |
+
Peak Large allocation bytes 0 B
|
264 |
+
[ALLOC_CACHEOBJECTS_THREAD]
|
265 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 282471 frames, [2.0 MB-4.0 MB]: 1 frames
|
266 |
+
Requested Block Size 4.0 MB
|
267 |
+
Peak Block count 1
|
268 |
+
Peak Allocated memory 3.0 MB
|
269 |
+
Peak Large allocation bytes 0 B
|
270 |
+
[ALLOC_TYPETREE] Dual Thread Allocator
|
271 |
+
Peak main deferred allocation count 0
|
272 |
+
[ALLOC_BUCKET]
|
273 |
+
Large Block size 4.0 MB
|
274 |
+
Used Block count 1
|
275 |
+
Peak Allocated bytes 1.0 MB
|
276 |
+
[ALLOC_TYPETREE_MAIN]
|
277 |
+
Peak usage frame count: [0-1.0 KB]: 282472 frames
|
278 |
+
Requested Block Size 2.0 MB
|
279 |
+
Peak Block count 1
|
280 |
+
Peak Allocated memory 1.0 KB
|
281 |
+
Peak Large allocation bytes 0 B
|
282 |
+
[ALLOC_TYPETREE_THREAD]
|
283 |
+
Peak usage frame count: [1.0 KB-2.0 KB]: 282471 frames, [2.0 KB-4.0 KB]: 1 frames
|
284 |
+
Requested Block Size 2.0 MB
|
285 |
+
Peak Block count 1
|
286 |
+
Peak Allocated memory 2.2 KB
|
287 |
+
Peak Large allocation bytes 0 B
|
run_logs/timers.json
ADDED
@@ -0,0 +1,368 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"name": "root",
|
3 |
+
"gauges": {
|
4 |
+
"SoccerTwos.Policy.Entropy.mean": {
|
5 |
+
"value": 0.577060341835022,
|
6 |
+
"min": 0.5511254072189331,
|
7 |
+
"max": 0.6645968556404114,
|
8 |
+
"count": 1500
|
9 |
+
},
|
10 |
+
"SoccerTwos.Policy.Entropy.sum": {
|
11 |
+
"value": 11725.8662109375,
|
12 |
+
"min": 9193.27734375,
|
13 |
+
"max": 14752.01171875,
|
14 |
+
"count": 1500
|
15 |
+
},
|
16 |
+
"SoccerTwos.Environment.EpisodeLength.mean": {
|
17 |
+
"value": 70.28571428571429,
|
18 |
+
"min": 46.92079207920792,
|
19 |
+
"max": 94.88461538461539,
|
20 |
+
"count": 1500
|
21 |
+
},
|
22 |
+
"SoccerTwos.Environment.EpisodeLength.sum": {
|
23 |
+
"value": 19680.0,
|
24 |
+
"min": 18148.0,
|
25 |
+
"max": 21120.0,
|
26 |
+
"count": 1500
|
27 |
+
},
|
28 |
+
"SoccerTwos.Self-play.ELO.mean": {
|
29 |
+
"value": 2013.1581608401345,
|
30 |
+
"min": 1953.8808626647035,
|
31 |
+
"max": 2055.4582845894533,
|
32 |
+
"count": 1500
|
33 |
+
},
|
34 |
+
"SoccerTwos.Self-play.ELO.sum": {
|
35 |
+
"value": 281842.14251761883,
|
36 |
+
"min": 206183.4663640061,
|
37 |
+
"max": 421491.85039430065,
|
38 |
+
"count": 1500
|
39 |
+
},
|
40 |
+
"SoccerTwos.Step.mean": {
|
41 |
+
"value": 99999988.0,
|
42 |
+
"min": 85009944.0,
|
43 |
+
"max": 99999988.0,
|
44 |
+
"count": 1500
|
45 |
+
},
|
46 |
+
"SoccerTwos.Step.sum": {
|
47 |
+
"value": 99999988.0,
|
48 |
+
"min": 85009944.0,
|
49 |
+
"max": 99999988.0,
|
50 |
+
"count": 1500
|
51 |
+
},
|
52 |
+
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
|
53 |
+
"value": -0.02552621066570282,
|
54 |
+
"min": -0.11717619746923447,
|
55 |
+
"max": 0.061538148671388626,
|
56 |
+
"count": 1500
|
57 |
+
},
|
58 |
+
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
|
59 |
+
"value": -3.599195718765259,
|
60 |
+
"min": -20.154306411743164,
|
61 |
+
"max": 9.415336608886719,
|
62 |
+
"count": 1500
|
63 |
+
},
|
64 |
+
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
|
65 |
+
"value": -0.02632349543273449,
|
66 |
+
"min": -0.11759316921234131,
|
67 |
+
"max": 0.06066318601369858,
|
68 |
+
"count": 1500
|
69 |
+
},
|
70 |
+
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
|
71 |
+
"value": -3.7116129398345947,
|
72 |
+
"min": -20.226024627685547,
|
73 |
+
"max": 9.28146743774414,
|
74 |
+
"count": 1500
|
75 |
+
},
|
76 |
+
"SoccerTwos.Environment.CumulativeReward.mean": {
|
77 |
+
"value": 0.0,
|
78 |
+
"min": 0.0,
|
79 |
+
"max": 0.0,
|
80 |
+
"count": 1500
|
81 |
+
},
|
82 |
+
"SoccerTwos.Environment.CumulativeReward.sum": {
|
83 |
+
"value": 0.0,
|
84 |
+
"min": 0.0,
|
85 |
+
"max": 0.0,
|
86 |
+
"count": 1500
|
87 |
+
},
|
88 |
+
"SoccerTwos.Policy.ExtrinsicReward.mean": {
|
89 |
+
"value": 0.04071772690360428,
|
90 |
+
"min": -0.44515584351180437,
|
91 |
+
"max": 0.30297171828722713,
|
92 |
+
"count": 1500
|
93 |
+
},
|
94 |
+
"SoccerTwos.Policy.ExtrinsicReward.sum": {
|
95 |
+
"value": 5.741199493408203,
|
96 |
+
"min": -68.55399990081787,
|
97 |
+
"max": 59.98840022087097,
|
98 |
+
"count": 1500
|
99 |
+
},
|
100 |
+
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
|
101 |
+
"value": 0.04071772690360428,
|
102 |
+
"min": -0.44515584351180437,
|
103 |
+
"max": 0.30297171828722713,
|
104 |
+
"count": 1500
|
105 |
+
},
|
106 |
+
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
|
107 |
+
"value": 5.741199493408203,
|
108 |
+
"min": -68.55399990081787,
|
109 |
+
"max": 59.98840022087097,
|
110 |
+
"count": 1500
|
111 |
+
},
|
112 |
+
"SoccerTwos.IsTraining.mean": {
|
113 |
+
"value": 1.0,
|
114 |
+
"min": 1.0,
|
115 |
+
"max": 1.0,
|
116 |
+
"count": 1500
|
117 |
+
},
|
118 |
+
"SoccerTwos.IsTraining.sum": {
|
119 |
+
"value": 1.0,
|
120 |
+
"min": 1.0,
|
121 |
+
"max": 1.0,
|
122 |
+
"count": 1500
|
123 |
+
},
|
124 |
+
"SoccerTwos.Losses.PolicyLoss.mean": {
|
125 |
+
"value": 0.018209423064642277,
|
126 |
+
"min": 0.010153287618110577,
|
127 |
+
"max": 0.023295417509507386,
|
128 |
+
"count": 728
|
129 |
+
},
|
130 |
+
"SoccerTwos.Losses.PolicyLoss.sum": {
|
131 |
+
"value": 0.018209423064642277,
|
132 |
+
"min": 0.010153287618110577,
|
133 |
+
"max": 0.023295417509507386,
|
134 |
+
"count": 728
|
135 |
+
},
|
136 |
+
"SoccerTwos.Losses.ValueLoss.mean": {
|
137 |
+
"value": 0.1066930669049422,
|
138 |
+
"min": 0.08209828759233156,
|
139 |
+
"max": 0.11890559891859691,
|
140 |
+
"count": 728
|
141 |
+
},
|
142 |
+
"SoccerTwos.Losses.ValueLoss.sum": {
|
143 |
+
"value": 0.1066930669049422,
|
144 |
+
"min": 0.08209828759233156,
|
145 |
+
"max": 0.11890559891859691,
|
146 |
+
"count": 728
|
147 |
+
},
|
148 |
+
"SoccerTwos.Losses.BaselineLoss.mean": {
|
149 |
+
"value": 0.10692560921112697,
|
150 |
+
"min": 0.0821908451616764,
|
151 |
+
"max": 0.11913563360770543,
|
152 |
+
"count": 728
|
153 |
+
},
|
154 |
+
"SoccerTwos.Losses.BaselineLoss.sum": {
|
155 |
+
"value": 0.10692560921112697,
|
156 |
+
"min": 0.0821908451616764,
|
157 |
+
"max": 0.11913563360770543,
|
158 |
+
"count": 728
|
159 |
+
},
|
160 |
+
"SoccerTwos.Policy.LearningRate.mean": {
|
161 |
+
"value": 1.2675995808008577e-08,
|
162 |
+
"min": 1.2675995808008577e-08,
|
163 |
+
"max": 4.493758302083399e-05,
|
164 |
+
"count": 728
|
165 |
+
},
|
166 |
+
"SoccerTwos.Policy.LearningRate.sum": {
|
167 |
+
"value": 1.2675995808008577e-08,
|
168 |
+
"min": 1.2675995808008577e-08,
|
169 |
+
"max": 4.493758302083399e-05,
|
170 |
+
"count": 728
|
171 |
+
},
|
172 |
+
"SoccerTwos.Policy.Epsilon.mean": {
|
173 |
+
"value": 0.10000419200000003,
|
174 |
+
"min": 0.10000419200000003,
|
175 |
+
"max": 0.11497916599999998,
|
176 |
+
"count": 728
|
177 |
+
},
|
178 |
+
"SoccerTwos.Policy.Epsilon.sum": {
|
179 |
+
"value": 0.10000419200000003,
|
180 |
+
"min": 0.10000419200000003,
|
181 |
+
"max": 0.11497916599999998,
|
182 |
+
"count": 728
|
183 |
+
},
|
184 |
+
"SoccerTwos.Policy.Beta.mean": {
|
185 |
+
"value": 1.0209180800000144e-05,
|
186 |
+
"min": 1.0209180800000144e-05,
|
187 |
+
"max": 0.0007574603834000003,
|
188 |
+
"count": 728
|
189 |
+
},
|
190 |
+
"SoccerTwos.Policy.Beta.sum": {
|
191 |
+
"value": 1.0209180800000144e-05,
|
192 |
+
"min": 1.0209180800000144e-05,
|
193 |
+
"max": 0.0007574603834000003,
|
194 |
+
"count": 728
|
195 |
+
}
|
196 |
+
},
|
197 |
+
"metadata": {
|
198 |
+
"timer_format_version": "0.1.0",
|
199 |
+
"start_time_seconds": "1676317899",
|
200 |
+
"python_version": "3.9.16 (main, Jan 11 2023, 10:02:19) \n[Clang 14.0.6 ]",
|
201 |
+
"command_line_arguments": "/Users/sasha/opt/anaconda3/envs/rl/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos/SoccerTwos.app --run-id=SoccerTwos --no-graphics --resume",
|
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",
|
206 |
+
"numpy_version": "1.21.2",
|
207 |
+
"end_time_seconds": "1676399040"
|
208 |
+
},
|
209 |
+
"total": 81144.01411554101,
|
210 |
+
"count": 1,
|
211 |
+
"self": 1.1891514250164619,
|
212 |
+
"children": {
|
213 |
+
"run_training.setup": {
|
214 |
+
"total": 0.04613594600000015,
|
215 |
+
"count": 1,
|
216 |
+
"self": 0.04613594600000015
|
217 |
+
},
|
218 |
+
"TrainerController.start_learning": {
|
219 |
+
"total": 81142.77882816999,
|
220 |
+
"count": 1,
|
221 |
+
"self": 24.840851437373203,
|
222 |
+
"children": {
|
223 |
+
"TrainerController._reset_env": {
|
224 |
+
"total": 3.597011334995162,
|
225 |
+
"count": 76,
|
226 |
+
"self": 3.597011334995162
|
227 |
+
},
|
228 |
+
"TrainerController.advance": {
|
229 |
+
"total": 81114.14511363165,
|
230 |
+
"count": 1034932,
|
231 |
+
"self": 23.164483472297434,
|
232 |
+
"children": {
|
233 |
+
"env_step": {
|
234 |
+
"total": 15918.5490028052,
|
235 |
+
"count": 1034932,
|
236 |
+
"self": 12902.478976052835,
|
237 |
+
"children": {
|
238 |
+
"SubprocessEnvManager._take_step": {
|
239 |
+
"total": 3001.0455702304307,
|
240 |
+
"count": 1034932,
|
241 |
+
"self": 118.16924731307745,
|
242 |
+
"children": {
|
243 |
+
"TorchPolicy.evaluate": {
|
244 |
+
"total": 2882.8763229173533,
|
245 |
+
"count": 1883178,
|
246 |
+
"self": 2882.8763229173533
|
247 |
+
}
|
248 |
+
}
|
249 |
+
},
|
250 |
+
"workers": {
|
251 |
+
"total": 15.024456521935043,
|
252 |
+
"count": 1034932,
|
253 |
+
"self": 0.0,
|
254 |
+
"children": {
|
255 |
+
"worker_root": {
|
256 |
+
"total": 81094.40434441087,
|
257 |
+
"count": 1034932,
|
258 |
+
"is_parallel": true,
|
259 |
+
"self": 70692.26808799303,
|
260 |
+
"children": {
|
261 |
+
"steps_from_proto": {
|
262 |
+
"total": 0.132551748039186,
|
263 |
+
"count": 152,
|
264 |
+
"is_parallel": true,
|
265 |
+
"self": 0.02826789099297944,
|
266 |
+
"children": {
|
267 |
+
"_process_rank_one_or_two_observation": {
|
268 |
+
"total": 0.10428385704620657,
|
269 |
+
"count": 608,
|
270 |
+
"is_parallel": true,
|
271 |
+
"self": 0.10428385704620657
|
272 |
+
}
|
273 |
+
}
|
274 |
+
},
|
275 |
+
"UnityEnvironment.step": {
|
276 |
+
"total": 10402.003704669809,
|
277 |
+
"count": 1034932,
|
278 |
+
"is_parallel": true,
|
279 |
+
"self": 651.820970211802,
|
280 |
+
"children": {
|
281 |
+
"UnityEnvironment._generate_step_input": {
|
282 |
+
"total": 408.48924109833257,
|
283 |
+
"count": 1034932,
|
284 |
+
"is_parallel": true,
|
285 |
+
"self": 408.48924109833257
|
286 |
+
},
|
287 |
+
"communicator.exchange": {
|
288 |
+
"total": 7627.100928343503,
|
289 |
+
"count": 1034932,
|
290 |
+
"is_parallel": true,
|
291 |
+
"self": 7627.100928343503
|
292 |
+
},
|
293 |
+
"steps_from_proto": {
|
294 |
+
"total": 1714.5925650161712,
|
295 |
+
"count": 2069864,
|
296 |
+
"is_parallel": true,
|
297 |
+
"self": 373.0189242887541,
|
298 |
+
"children": {
|
299 |
+
"_process_rank_one_or_two_observation": {
|
300 |
+
"total": 1341.5736407274171,
|
301 |
+
"count": 8279456,
|
302 |
+
"is_parallel": true,
|
303 |
+
"self": 1341.5736407274171
|
304 |
+
}
|
305 |
+
}
|
306 |
+
}
|
307 |
+
}
|
308 |
+
}
|
309 |
+
}
|
310 |
+
}
|
311 |
+
}
|
312 |
+
}
|
313 |
+
}
|
314 |
+
},
|
315 |
+
"trainer_advance": {
|
316 |
+
"total": 65172.431627354155,
|
317 |
+
"count": 1034932,
|
318 |
+
"self": 191.60802504811,
|
319 |
+
"children": {
|
320 |
+
"process_trajectory": {
|
321 |
+
"total": 5154.075939509156,
|
322 |
+
"count": 1034932,
|
323 |
+
"self": 5148.007174015158,
|
324 |
+
"children": {
|
325 |
+
"RLTrainer._checkpoint": {
|
326 |
+
"total": 6.068765493998853,
|
327 |
+
"count": 30,
|
328 |
+
"self": 6.068765493998853
|
329 |
+
}
|
330 |
+
}
|
331 |
+
},
|
332 |
+
"_update_policy": {
|
333 |
+
"total": 59826.747662796886,
|
334 |
+
"count": 728,
|
335 |
+
"self": 2219.2868981233332,
|
336 |
+
"children": {
|
337 |
+
"TorchPOCAOptimizer.update": {
|
338 |
+
"total": 57607.46076467355,
|
339 |
+
"count": 21840,
|
340 |
+
"self": 57607.46076467355
|
341 |
+
}
|
342 |
+
}
|
343 |
+
}
|
344 |
+
}
|
345 |
+
}
|
346 |
+
}
|
347 |
+
},
|
348 |
+
"trainer_threads": {
|
349 |
+
"total": 8.629867807030678e-07,
|
350 |
+
"count": 1,
|
351 |
+
"self": 8.629867807030678e-07
|
352 |
+
},
|
353 |
+
"TrainerController._save_models": {
|
354 |
+
"total": 0.19585090299369767,
|
355 |
+
"count": 1,
|
356 |
+
"self": 0.0020802949875360355,
|
357 |
+
"children": {
|
358 |
+
"RLTrainer._checkpoint": {
|
359 |
+
"total": 0.19377060800616164,
|
360 |
+
"count": 1,
|
361 |
+
"self": 0.19377060800616164
|
362 |
+
}
|
363 |
+
}
|
364 |
+
}
|
365 |
+
}
|
366 |
+
}
|
367 |
+
}
|
368 |
+
}
|
run_logs/training_status.json
ADDED
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"SoccerTwos": {
|
3 |
+
"checkpoints": [
|
4 |
+
{
|
5 |
+
"steps": 98499942,
|
6 |
+
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-98499942.onnx",
|
7 |
+
"reward": 0.0,
|
8 |
+
"creation_time": 1676390950.9111428,
|
9 |
+
"auxillary_file_paths": [
|
10 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-98499942.pt"
|
11 |
+
]
|
12 |
+
},
|
13 |
+
{
|
14 |
+
"steps": 98999890,
|
15 |
+
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-98999890.onnx",
|
16 |
+
"reward": 0.0,
|
17 |
+
"creation_time": 1676393609.272512,
|
18 |
+
"auxillary_file_paths": [
|
19 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-98999890.pt"
|
20 |
+
]
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"steps": 99499958,
|
24 |
+
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-99499958.onnx",
|
25 |
+
"reward": 0.0,
|
26 |
+
"creation_time": 1676396292.5736032,
|
27 |
+
"auxillary_file_paths": [
|
28 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-99499958.pt"
|
29 |
+
]
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"steps": 99999988,
|
33 |
+
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-99999988.onnx",
|
34 |
+
"reward": 0.0,
|
35 |
+
"creation_time": 1676399039.573042,
|
36 |
+
"auxillary_file_paths": [
|
37 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-99999988.pt"
|
38 |
+
]
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"steps": 100000002,
|
42 |
+
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-100000002.onnx",
|
43 |
+
"reward": 0.0,
|
44 |
+
"creation_time": 1676399039.775837,
|
45 |
+
"auxillary_file_paths": [
|
46 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-100000002.pt"
|
47 |
+
]
|
48 |
+
}
|
49 |
+
],
|
50 |
+
"elo": 2014.371387146743,
|
51 |
+
"final_checkpoint": {
|
52 |
+
"steps": 100000002,
|
53 |
+
"file_path": "results/SoccerTwos/SoccerTwos.onnx",
|
54 |
+
"reward": 0.0,
|
55 |
+
"creation_time": 1676399039.775837,
|
56 |
+
"auxillary_file_paths": [
|
57 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-100000002.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"
|
65 |
+
}
|
66 |
+
}
|