Commit
·
5d65270
1
Parent(s):
527878f
First Push
Browse files- README.md +31 -0
- SoccerTwos.onnx +3 -0
- SoccerTwos/SoccerTwos-1499993.onnx +3 -0
- SoccerTwos/SoccerTwos-1499993.pt +3 -0
- SoccerTwos/SoccerTwos-1999785.onnx +3 -0
- SoccerTwos/SoccerTwos-1999785.pt +3 -0
- SoccerTwos/SoccerTwos-2000308.onnx +3 -0
- SoccerTwos/SoccerTwos-2000308.pt +3 -0
- SoccerTwos/SoccerTwos-499993.onnx +3 -0
- SoccerTwos/SoccerTwos-499993.pt +3 -0
- SoccerTwos/SoccerTwos-999976.onnx +3 -0
- SoccerTwos/SoccerTwos-999976.pt +3 -0
- SoccerTwos/checkpoint.pt +3 -0
- SoccerTwos/events.out.tfevents.1676200526.8b6584247dd4.5252.0 +3 -0
- config.json +1 -0
- configuration.yaml +82 -0
- run_logs/Player-0.log +277 -0
- run_logs/timers.json +424 -0
- run_logs/training_status.json +66 -0
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: Rowehn/poca-SoccerTwos-final
|
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:c33dea3da4ff4ae8075c7ef7cc4de12ab99bc696b866c9086258b395b9e445ec
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-1499993.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5a3edfa85bd47c613574c551d65a02994008373f84e271af1b5302262709f699
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-1499993.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3caf8d312e97b86331c45fd52cd0ae5f12fbf56c195c82322fd13a041c116e70
|
3 |
+
size 28422481
|
SoccerTwos/SoccerTwos-1999785.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c33dea3da4ff4ae8075c7ef7cc4de12ab99bc696b866c9086258b395b9e445ec
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-1999785.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5070f5523673e01627b7e26f48d830f02fee86ca5e3db03b98b20512a37c8d66
|
3 |
+
size 28422481
|
SoccerTwos/SoccerTwos-2000308.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c33dea3da4ff4ae8075c7ef7cc4de12ab99bc696b866c9086258b395b9e445ec
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-2000308.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a48cea9335e63d99f8e78ecd56bf1c4d9094af0ad0d7892547957a0fdb603c02
|
3 |
+
size 28422481
|
SoccerTwos/SoccerTwos-499993.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3434c0e656fe6124ddc5b4b3e3aa15cf029b639c99f925eac134bdeec182bcdb
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-499993.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5ae360729e8d6d8dc8b5b354d2451c373dbe41113e6994a0d740f293aaf3d889
|
3 |
+
size 28422481
|
SoccerTwos/SoccerTwos-999976.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0772678f17e59bc7fc4975c8f00dac68a201326b0b3348cb28e47d01e2095370
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-999976.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:26562b1fc8203037ebeaaedd0ee2cad4565911076c9f053b263192d06c2fca4f
|
3 |
+
size 28422481
|
SoccerTwos/checkpoint.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a48cea9335e63d99f8e78ecd56bf1c4d9094af0ad0d7892547957a0fdb603c02
|
3 |
+
size 28422481
|
SoccerTwos/events.out.tfevents.1676200526.8b6584247dd4.5252.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:20a1e6d2ae689b32e1624dd02581f0e9ad5f1c0f5bf09d474b7b59e3a63e3ad7
|
3 |
+
size 2054271
|
config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0002, "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": "drive/MyDrive/rl-soccer-final/SoccerTwos/SoccerTwos/checkpoint.pt", "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 2000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 50000, "team_change": 200000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.5, "initial_elo": 1600.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./ml-agents/training-envs-executables/SoccerTwos/SoccerTwos.x86_64", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "seed": -1, "max_lifetime_restarts": 10, "restarts_rate_limit_n": 1, "restarts_rate_limit_period_s": 60}, "engine_settings": {"width": 84, "height": 84, "quality_level": 5, "time_scale": 20, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwosFinalRetrain", "initialize_from": "SoccerTwos", "load_model": false, "resume": false, "force": false, "train_model": false, "inference": false, "results_dir": "drive/MyDrive/rl-soccer-final/"}, "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: 0.0002
|
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: drive/MyDrive/rl-soccer-final/SoccerTwos/SoccerTwos/checkpoint.pt
|
38 |
+
keep_checkpoints: 5
|
39 |
+
even_checkpoints: false
|
40 |
+
max_steps: 2000000
|
41 |
+
time_horizon: 1000
|
42 |
+
summary_freq: 10000
|
43 |
+
threaded: false
|
44 |
+
self_play:
|
45 |
+
save_steps: 50000
|
46 |
+
team_change: 200000
|
47 |
+
swap_steps: 2000
|
48 |
+
window: 10
|
49 |
+
play_against_latest_model_ratio: 0.5
|
50 |
+
initial_elo: 1600.0
|
51 |
+
behavioral_cloning: null
|
52 |
+
env_settings:
|
53 |
+
env_path: ./ml-agents/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: SoccerTwosFinalRetrain
|
73 |
+
initialize_from: SoccerTwos
|
74 |
+
load_model: false
|
75 |
+
resume: false
|
76 |
+
force: false
|
77 |
+
train_model: false
|
78 |
+
inference: false
|
79 |
+
results_dir: drive/MyDrive/rl-soccer-final/
|
80 |
+
torch_settings:
|
81 |
+
device: null
|
82 |
+
debug: false
|
run_logs/Player-0.log
ADDED
@@ -0,0 +1,277 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Mono path[0] = '/content/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
|
2 |
+
Mono config path = '/content/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: /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/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 |
+
ALSA lib confmisc.c:767:(parse_card) cannot find card '0'
|
17 |
+
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_card_driver returned error: No such file or directory
|
18 |
+
ALSA lib confmisc.c:392:(snd_func_concat) error evaluating strings
|
19 |
+
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_concat returned error: No such file or directory
|
20 |
+
ALSA lib confmisc.c:1246:(snd_func_refer) error evaluating name
|
21 |
+
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_refer returned error: No such file or directory
|
22 |
+
ALSA lib conf.c:5220:(snd_config_expand) Evaluate error: No such file or directory
|
23 |
+
ALSA lib pcm.c:2642:(snd_pcm_open_noupdate) Unknown PCM default
|
24 |
+
FMOD failed to initialize the output device.: "Error initializing output device. " (60)
|
25 |
+
Forced to initialize FMOD to to the device driver's system output rate 48000, this may impact performance and/or give inconsistent experiences compared to selected sample rate 48000
|
26 |
+
ALSA lib confmisc.c:767:(parse_card) cannot find card '0'
|
27 |
+
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_card_driver returned error: No such file or directory
|
28 |
+
ALSA lib confmisc.c:392:(snd_func_concat) error evaluating strings
|
29 |
+
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_concat returned error: No such file or directory
|
30 |
+
ALSA lib confmisc.c:1246:(snd_func_refer) error evaluating name
|
31 |
+
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_refer returned error: No such file or directory
|
32 |
+
ALSA lib conf.c:5220:(snd_config_expand) Evaluate error: No such file or directory
|
33 |
+
ALSA lib pcm.c:2642:(snd_pcm_open_noupdate) Unknown PCM default
|
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 0.075 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)
|
41 |
+
WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
|
42 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
43 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
44 |
+
ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
45 |
+
WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
|
46 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
47 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
48 |
+
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
|
49 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
50 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
51 |
+
ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
52 |
+
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
|
53 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
54 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
55 |
+
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
56 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
57 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
58 |
+
ERROR: Shader Standard 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: 0.637151 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 |
+
Setting up 1 worker threads for Enlighten.
|
67 |
+
Memory Statistics:
|
68 |
+
[ALLOC_TEMP_TLS] TLS Allocator
|
69 |
+
StackAllocators :
|
70 |
+
[ALLOC_TEMP_MAIN]
|
71 |
+
Peak usage frame count: [8.0 KB-16.0 KB]: 37660 frames, [2.0 MB-4.0 MB]: 1 frames
|
72 |
+
Initial Block Size 4.0 MB
|
73 |
+
Current Block Size 4.0 MB
|
74 |
+
Peak Allocated Bytes 2.1 MB
|
75 |
+
Overflow Count 0
|
76 |
+
[ALLOC_TEMP_Loading.AsyncRead]
|
77 |
+
Initial Block Size 64.0 KB
|
78 |
+
Current Block Size 64.0 KB
|
79 |
+
Peak Allocated Bytes 128 B
|
80 |
+
Overflow Count 0
|
81 |
+
[ALLOC_TEMP_Loading.PreloadManager]
|
82 |
+
Initial Block Size 256.0 KB
|
83 |
+
Current Block Size 300.0 KB
|
84 |
+
Peak Allocated Bytes 249.6 KB
|
85 |
+
Overflow Count 4
|
86 |
+
[ALLOC_TEMP_Background Job.Worker 8]
|
87 |
+
Initial Block Size 32.0 KB
|
88 |
+
Current Block Size 32.0 KB
|
89 |
+
Peak Allocated Bytes 0 B
|
90 |
+
Overflow Count 0
|
91 |
+
[ALLOC_TEMP_Background Job.Worker 9]
|
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_Job.Worker 0]
|
97 |
+
Initial Block Size 256.0 KB
|
98 |
+
Current Block Size 256.0 KB
|
99 |
+
Peak Allocated Bytes 0.7 KB
|
100 |
+
Overflow Count 0
|
101 |
+
[ALLOC_TEMP_Background Job.Worker 10]
|
102 |
+
Initial Block Size 32.0 KB
|
103 |
+
Current Block Size 32.0 KB
|
104 |
+
Peak Allocated Bytes 0 B
|
105 |
+
Overflow Count 0
|
106 |
+
[ALLOC_TEMP_Background Job.Worker 14]
|
107 |
+
Initial Block Size 32.0 KB
|
108 |
+
Current Block Size 32.0 KB
|
109 |
+
Peak Allocated Bytes 0 B
|
110 |
+
Overflow Count 0
|
111 |
+
[ALLOC_TEMP_Background Job.Worker 6]
|
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_Background Job.Worker 12]
|
117 |
+
Initial Block Size 32.0 KB
|
118 |
+
Current Block Size 32.0 KB
|
119 |
+
Peak Allocated Bytes 0 B
|
120 |
+
Overflow Count 0
|
121 |
+
[ALLOC_TEMP_EnlightenWorker]
|
122 |
+
Initial Block Size 64.0 KB
|
123 |
+
Current Block Size 64.0 KB
|
124 |
+
Peak Allocated Bytes 0 B
|
125 |
+
Overflow Count 0
|
126 |
+
[ALLOC_TEMP_Background Job.Worker 15]
|
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 1]
|
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 2]
|
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_Background Job.Worker 7]
|
142 |
+
Initial Block Size 32.0 KB
|
143 |
+
Current Block Size 32.0 KB
|
144 |
+
Peak Allocated Bytes 0 B
|
145 |
+
Overflow Count 0
|
146 |
+
[ALLOC_TEMP_AssetGarbageCollectorHelper]
|
147 |
+
Initial Block Size 64.0 KB
|
148 |
+
Current Block Size 64.0 KB
|
149 |
+
Peak Allocated Bytes 0 B
|
150 |
+
Overflow Count 0
|
151 |
+
[ALLOC_TEMP_Background Job.Worker 5]
|
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_Background Job.Worker 13]
|
157 |
+
Initial Block Size 32.0 KB
|
158 |
+
Current Block Size 32.0 KB
|
159 |
+
Peak Allocated Bytes 0 B
|
160 |
+
Overflow Count 0
|
161 |
+
[ALLOC_TEMP_Background Job.Worker 11]
|
162 |
+
Initial Block Size 32.0 KB
|
163 |
+
Current Block Size 32.0 KB
|
164 |
+
Peak Allocated Bytes 0 B
|
165 |
+
Overflow Count 0
|
166 |
+
[ALLOC_TEMP_Background Job.Worker 3]
|
167 |
+
Initial Block Size 32.0 KB
|
168 |
+
Current Block Size 32.0 KB
|
169 |
+
Peak Allocated Bytes 0 B
|
170 |
+
Overflow Count 0
|
171 |
+
[ALLOC_TEMP_Background Job.Worker 0]
|
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 4]
|
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_BatchDeleteObjects]
|
182 |
+
Initial Block Size 64.0 KB
|
183 |
+
Current Block Size 64.0 KB
|
184 |
+
Peak Allocated Bytes 0 B
|
185 |
+
Overflow Count 0
|
186 |
+
[ALLOC_DEFAULT] Dual Thread Allocator
|
187 |
+
Peak main deferred allocation count 3
|
188 |
+
[ALLOC_BUCKET]
|
189 |
+
Large Block size 4.0 MB
|
190 |
+
Used Block count 1
|
191 |
+
Peak Allocated bytes 1.0 MB
|
192 |
+
[ALLOC_DEFAULT_MAIN]
|
193 |
+
Peak usage frame count: [4.0 MB-8.0 MB]: 37661 frames
|
194 |
+
Requested Block Size 16.0 MB
|
195 |
+
Peak Block count 1
|
196 |
+
Peak Allocated memory 4.6 MB
|
197 |
+
Peak Large allocation bytes 0 B
|
198 |
+
[ALLOC_DEFAULT_THREAD]
|
199 |
+
Peak usage frame count: [16.0 MB-32.0 MB]: 37661 frames
|
200 |
+
Requested Block Size 16.0 MB
|
201 |
+
Peak Block count 1
|
202 |
+
Peak Allocated memory 17.6 MB
|
203 |
+
Peak Large allocation bytes 16.0 MB
|
204 |
+
[ALLOC_TEMP_JOB_1_FRAME]
|
205 |
+
Initial Block Size 2.0 MB
|
206 |
+
Used Block Count 1
|
207 |
+
Overflow Count (too large) 0
|
208 |
+
Overflow Count (full) 0
|
209 |
+
[ALLOC_TEMP_JOB_2_FRAMES]
|
210 |
+
Initial Block Size 2.0 MB
|
211 |
+
Used Block Count 1
|
212 |
+
Overflow Count (too large) 0
|
213 |
+
Overflow Count (full) 0
|
214 |
+
[ALLOC_TEMP_JOB_4_FRAMES (JobTemp)]
|
215 |
+
Initial Block Size 2.0 MB
|
216 |
+
Used Block Count 2
|
217 |
+
Overflow Count (too large) 0
|
218 |
+
Overflow Count (full) 0
|
219 |
+
[ALLOC_TEMP_JOB_ASYNC (Background)]
|
220 |
+
Initial Block Size 1.0 MB
|
221 |
+
Used Block Count 3
|
222 |
+
Overflow Count (too large) 0
|
223 |
+
Overflow Count (full) 0
|
224 |
+
[ALLOC_GFX] Dual Thread Allocator
|
225 |
+
Peak main deferred allocation count 0
|
226 |
+
[ALLOC_BUCKET]
|
227 |
+
Large Block size 4.0 MB
|
228 |
+
Used Block count 1
|
229 |
+
Peak Allocated bytes 1.0 MB
|
230 |
+
[ALLOC_GFX_MAIN]
|
231 |
+
Peak usage frame count: [32.0 KB-64.0 KB]: 37660 frames, [64.0 KB-128.0 KB]: 1 frames
|
232 |
+
Requested Block Size 16.0 MB
|
233 |
+
Peak Block count 1
|
234 |
+
Peak Allocated memory 65.6 KB
|
235 |
+
Peak Large allocation bytes 0 B
|
236 |
+
[ALLOC_GFX_THREAD]
|
237 |
+
Peak usage frame count: [128.0 KB-256.0 KB]: 37661 frames
|
238 |
+
Requested Block Size 16.0 MB
|
239 |
+
Peak Block count 1
|
240 |
+
Peak Allocated memory 173.5 KB
|
241 |
+
Peak Large allocation bytes 0 B
|
242 |
+
[ALLOC_CACHEOBJECTS] Dual Thread Allocator
|
243 |
+
Peak main deferred allocation count 0
|
244 |
+
[ALLOC_BUCKET]
|
245 |
+
Large Block size 4.0 MB
|
246 |
+
Used Block count 1
|
247 |
+
Peak Allocated bytes 1.0 MB
|
248 |
+
[ALLOC_CACHEOBJECTS_MAIN]
|
249 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 37661 frames
|
250 |
+
Requested Block Size 4.0 MB
|
251 |
+
Peak Block count 1
|
252 |
+
Peak Allocated memory 0.6 MB
|
253 |
+
Peak Large allocation bytes 0 B
|
254 |
+
[ALLOC_CACHEOBJECTS_THREAD]
|
255 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 37660 frames, [4.0 MB-8.0 MB]: 1 frames
|
256 |
+
Requested Block Size 4.0 MB
|
257 |
+
Peak Block count 2
|
258 |
+
Peak Allocated memory 4.4 MB
|
259 |
+
Peak Large allocation bytes 0 B
|
260 |
+
[ALLOC_TYPETREE] Dual Thread Allocator
|
261 |
+
Peak main deferred allocation count 0
|
262 |
+
[ALLOC_BUCKET]
|
263 |
+
Large Block size 4.0 MB
|
264 |
+
Used Block count 1
|
265 |
+
Peak Allocated bytes 1.0 MB
|
266 |
+
[ALLOC_TYPETREE_MAIN]
|
267 |
+
Peak usage frame count: [0-1.0 KB]: 37661 frames
|
268 |
+
Requested Block Size 2.0 MB
|
269 |
+
Peak Block count 1
|
270 |
+
Peak Allocated memory 1.0 KB
|
271 |
+
Peak Large allocation bytes 0 B
|
272 |
+
[ALLOC_TYPETREE_THREAD]
|
273 |
+
Peak usage frame count: [1.0 KB-2.0 KB]: 37660 frames, [2.0 KB-4.0 KB]: 1 frames
|
274 |
+
Requested Block Size 2.0 MB
|
275 |
+
Peak Block count 1
|
276 |
+
Peak Allocated memory 2.2 KB
|
277 |
+
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": 1.7197198867797852,
|
6 |
+
"min": 1.6274781227111816,
|
7 |
+
"max": 1.7811249494552612,
|
8 |
+
"count": 200
|
9 |
+
},
|
10 |
+
"SoccerTwos.Policy.Entropy.sum": {
|
11 |
+
"value": 34009.1796875,
|
12 |
+
"min": 30915.48046875,
|
13 |
+
"max": 38014.38671875,
|
14 |
+
"count": 200
|
15 |
+
},
|
16 |
+
"SoccerTwos.Environment.EpisodeLength.mean": {
|
17 |
+
"value": 54.043010752688176,
|
18 |
+
"min": 41.50847457627118,
|
19 |
+
"max": 86.69642857142857,
|
20 |
+
"count": 200
|
21 |
+
},
|
22 |
+
"SoccerTwos.Environment.EpisodeLength.sum": {
|
23 |
+
"value": 20104.0,
|
24 |
+
"min": 18436.0,
|
25 |
+
"max": 20956.0,
|
26 |
+
"count": 200
|
27 |
+
},
|
28 |
+
"SoccerTwos.Self-play.ELO.mean": {
|
29 |
+
"value": 1596.3204302555616,
|
30 |
+
"min": 1574.9267488725338,
|
31 |
+
"max": 1633.3535046156258,
|
32 |
+
"count": 200
|
33 |
+
},
|
34 |
+
"SoccerTwos.Self-play.ELO.sum": {
|
35 |
+
"value": 296915.60002753447,
|
36 |
+
"min": 180636.9494833168,
|
37 |
+
"max": 372491.70767587994,
|
38 |
+
"count": 200
|
39 |
+
},
|
40 |
+
"SoccerTwos.Step.mean": {
|
41 |
+
"value": 1999785.0,
|
42 |
+
"min": 9950.0,
|
43 |
+
"max": 1999785.0,
|
44 |
+
"count": 200
|
45 |
+
},
|
46 |
+
"SoccerTwos.Step.sum": {
|
47 |
+
"value": 1999785.0,
|
48 |
+
"min": 9950.0,
|
49 |
+
"max": 1999785.0,
|
50 |
+
"count": 200
|
51 |
+
},
|
52 |
+
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
|
53 |
+
"value": -0.04992101341485977,
|
54 |
+
"min": -0.09546021372079849,
|
55 |
+
"max": 0.03605014085769653,
|
56 |
+
"count": 200
|
57 |
+
},
|
58 |
+
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
|
59 |
+
"value": -9.185466766357422,
|
60 |
+
"min": -18.232900619506836,
|
61 |
+
"max": 6.306333541870117,
|
62 |
+
"count": 200
|
63 |
+
},
|
64 |
+
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
|
65 |
+
"value": -0.04926132783293724,
|
66 |
+
"min": -0.0935598611831665,
|
67 |
+
"max": 0.03902636095881462,
|
68 |
+
"count": 200
|
69 |
+
},
|
70 |
+
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
|
71 |
+
"value": -9.06408405303955,
|
72 |
+
"min": -17.86993408203125,
|
73 |
+
"max": 7.336956024169922,
|
74 |
+
"count": 200
|
75 |
+
},
|
76 |
+
"SoccerTwos.Environment.CumulativeReward.mean": {
|
77 |
+
"value": 0.0,
|
78 |
+
"min": 0.0,
|
79 |
+
"max": 0.0,
|
80 |
+
"count": 200
|
81 |
+
},
|
82 |
+
"SoccerTwos.Environment.CumulativeReward.sum": {
|
83 |
+
"value": 0.0,
|
84 |
+
"min": 0.0,
|
85 |
+
"max": 0.0,
|
86 |
+
"count": 200
|
87 |
+
},
|
88 |
+
"SoccerTwos.Policy.ExtrinsicReward.mean": {
|
89 |
+
"value": -0.026793478623680447,
|
90 |
+
"min": -0.3186047327589001,
|
91 |
+
"max": 0.2523036588255952,
|
92 |
+
"count": 200
|
93 |
+
},
|
94 |
+
"SoccerTwos.Policy.ExtrinsicReward.sum": {
|
95 |
+
"value": -4.930000066757202,
|
96 |
+
"min": -54.74079990386963,
|
97 |
+
"max": 46.14640009403229,
|
98 |
+
"count": 200
|
99 |
+
},
|
100 |
+
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
|
101 |
+
"value": -0.026793478623680447,
|
102 |
+
"min": -0.3186047327589001,
|
103 |
+
"max": 0.2523036588255952,
|
104 |
+
"count": 200
|
105 |
+
},
|
106 |
+
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
|
107 |
+
"value": -4.930000066757202,
|
108 |
+
"min": -54.74079990386963,
|
109 |
+
"max": 46.14640009403229,
|
110 |
+
"count": 200
|
111 |
+
},
|
112 |
+
"SoccerTwos.IsTraining.mean": {
|
113 |
+
"value": 1.0,
|
114 |
+
"min": 1.0,
|
115 |
+
"max": 1.0,
|
116 |
+
"count": 200
|
117 |
+
},
|
118 |
+
"SoccerTwos.IsTraining.sum": {
|
119 |
+
"value": 1.0,
|
120 |
+
"min": 1.0,
|
121 |
+
"max": 1.0,
|
122 |
+
"count": 200
|
123 |
+
},
|
124 |
+
"SoccerTwos.Losses.PolicyLoss.mean": {
|
125 |
+
"value": 0.014203837075425933,
|
126 |
+
"min": 0.011791536953145018,
|
127 |
+
"max": 0.02316192917448158,
|
128 |
+
"count": 97
|
129 |
+
},
|
130 |
+
"SoccerTwos.Losses.PolicyLoss.sum": {
|
131 |
+
"value": 0.014203837075425933,
|
132 |
+
"min": 0.011791536953145018,
|
133 |
+
"max": 0.02316192917448158,
|
134 |
+
"count": 97
|
135 |
+
},
|
136 |
+
"SoccerTwos.Losses.ValueLoss.mean": {
|
137 |
+
"value": 0.10043185949325562,
|
138 |
+
"min": 0.09603413691123326,
|
139 |
+
"max": 0.12175035749872526,
|
140 |
+
"count": 97
|
141 |
+
},
|
142 |
+
"SoccerTwos.Losses.ValueLoss.sum": {
|
143 |
+
"value": 0.10043185949325562,
|
144 |
+
"min": 0.09603413691123326,
|
145 |
+
"max": 0.12175035749872526,
|
146 |
+
"count": 97
|
147 |
+
},
|
148 |
+
"SoccerTwos.Losses.BaselineLoss.mean": {
|
149 |
+
"value": 0.10097085237503052,
|
150 |
+
"min": 0.09647277841965357,
|
151 |
+
"max": 0.12271100208163262,
|
152 |
+
"count": 97
|
153 |
+
},
|
154 |
+
"SoccerTwos.Losses.BaselineLoss.sum": {
|
155 |
+
"value": 0.10097085237503052,
|
156 |
+
"min": 0.09647277841965357,
|
157 |
+
"max": 0.12271100208163262,
|
158 |
+
"count": 97
|
159 |
+
},
|
160 |
+
"SoccerTwos.Policy.LearningRate.mean": {
|
161 |
+
"value": 0.00019999999999999996,
|
162 |
+
"min": 0.00019999999999999996,
|
163 |
+
"max": 0.00019999999999999996,
|
164 |
+
"count": 97
|
165 |
+
},
|
166 |
+
"SoccerTwos.Policy.LearningRate.sum": {
|
167 |
+
"value": 0.00019999999999999996,
|
168 |
+
"min": 0.00019999999999999996,
|
169 |
+
"max": 0.00019999999999999996,
|
170 |
+
"count": 97
|
171 |
+
},
|
172 |
+
"SoccerTwos.Policy.Epsilon.mean": {
|
173 |
+
"value": 0.20000000000000007,
|
174 |
+
"min": 0.20000000000000007,
|
175 |
+
"max": 0.20000000000000007,
|
176 |
+
"count": 97
|
177 |
+
},
|
178 |
+
"SoccerTwos.Policy.Epsilon.sum": {
|
179 |
+
"value": 0.20000000000000007,
|
180 |
+
"min": 0.20000000000000007,
|
181 |
+
"max": 0.20000000000000007,
|
182 |
+
"count": 97
|
183 |
+
},
|
184 |
+
"SoccerTwos.Policy.Beta.mean": {
|
185 |
+
"value": 0.005000000000000001,
|
186 |
+
"min": 0.005000000000000001,
|
187 |
+
"max": 0.005000000000000001,
|
188 |
+
"count": 97
|
189 |
+
},
|
190 |
+
"SoccerTwos.Policy.Beta.sum": {
|
191 |
+
"value": 0.005000000000000001,
|
192 |
+
"min": 0.005000000000000001,
|
193 |
+
"max": 0.005000000000000001,
|
194 |
+
"count": 97
|
195 |
+
}
|
196 |
+
},
|
197 |
+
"metadata": {
|
198 |
+
"timer_format_version": "0.1.0",
|
199 |
+
"start_time_seconds": "1676200525",
|
200 |
+
"python_version": "3.9.16 (main, Dec 7 2022, 01:11:51) \n[GCC 9.4.0]",
|
201 |
+
"command_line_arguments": "/usr/local/bin/mlagents-learn ./ml-agents/config/poca/SoccerTwos.yaml --env=./ml-agents/training-envs-executables/SoccerTwos/SoccerTwos.x86_64 --run-id=SoccerTwosFinalRetrain --no-graphics --results-dir=drive/MyDrive/rl-soccer-final/ --initialize-from=SoccerTwos",
|
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": "1676205238"
|
208 |
+
},
|
209 |
+
"total": 4712.407322167,
|
210 |
+
"count": 1,
|
211 |
+
"self": 0.3907980120002321,
|
212 |
+
"children": {
|
213 |
+
"run_training.setup": {
|
214 |
+
"total": 0.2916567470000473,
|
215 |
+
"count": 1,
|
216 |
+
"self": 0.2916567470000473
|
217 |
+
},
|
218 |
+
"TrainerController.start_learning": {
|
219 |
+
"total": 4711.724867407999,
|
220 |
+
"count": 1,
|
221 |
+
"self": 3.746465819926925,
|
222 |
+
"children": {
|
223 |
+
"TrainerController._reset_env": {
|
224 |
+
"total": 4.507654427999,
|
225 |
+
"count": 10,
|
226 |
+
"self": 4.507654427999
|
227 |
+
},
|
228 |
+
"TrainerController.advance": {
|
229 |
+
"total": 4702.918669413074,
|
230 |
+
"count": 139125,
|
231 |
+
"self": 3.940857860993674,
|
232 |
+
"children": {
|
233 |
+
"env_step": {
|
234 |
+
"total": 3578.629356305036,
|
235 |
+
"count": 139125,
|
236 |
+
"self": 2841.2883240260894,
|
237 |
+
"children": {
|
238 |
+
"SubprocessEnvManager._take_step": {
|
239 |
+
"total": 735.1796527809288,
|
240 |
+
"count": 139125,
|
241 |
+
"self": 22.102522728916256,
|
242 |
+
"children": {
|
243 |
+
"TorchPolicy.evaluate": {
|
244 |
+
"total": 713.0771300520125,
|
245 |
+
"count": 251076,
|
246 |
+
"self": 713.0771300520125
|
247 |
+
}
|
248 |
+
}
|
249 |
+
},
|
250 |
+
"workers": {
|
251 |
+
"total": 2.1613794980175953,
|
252 |
+
"count": 139125,
|
253 |
+
"self": 0.0,
|
254 |
+
"children": {
|
255 |
+
"worker_root": {
|
256 |
+
"total": 4700.520018818199,
|
257 |
+
"count": 139125,
|
258 |
+
"is_parallel": true,
|
259 |
+
"self": 2288.3118281982106,
|
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": 0.007417198999860375,
|
269 |
+
"count": 2,
|
270 |
+
"is_parallel": true,
|
271 |
+
"self": 0.00534766099974604,
|
272 |
+
"children": {
|
273 |
+
"_process_rank_one_or_two_observation": {
|
274 |
+
"total": 0.002069538000114335,
|
275 |
+
"count": 8,
|
276 |
+
"is_parallel": true,
|
277 |
+
"self": 0.002069538000114335
|
278 |
+
}
|
279 |
+
}
|
280 |
+
},
|
281 |
+
"UnityEnvironment.step": {
|
282 |
+
"total": 0.0385439489999726,
|
283 |
+
"count": 1,
|
284 |
+
"is_parallel": true,
|
285 |
+
"self": 0.0009762929997805259,
|
286 |
+
"children": {
|
287 |
+
"UnityEnvironment._generate_step_input": {
|
288 |
+
"total": 0.0004941650000773734,
|
289 |
+
"count": 1,
|
290 |
+
"is_parallel": true,
|
291 |
+
"self": 0.0004941650000773734
|
292 |
+
},
|
293 |
+
"communicator.exchange": {
|
294 |
+
"total": 0.034062862000041605,
|
295 |
+
"count": 1,
|
296 |
+
"is_parallel": true,
|
297 |
+
"self": 0.034062862000041605
|
298 |
+
},
|
299 |
+
"steps_from_proto": {
|
300 |
+
"total": 0.003010629000073095,
|
301 |
+
"count": 2,
|
302 |
+
"is_parallel": true,
|
303 |
+
"self": 0.0005726990000312071,
|
304 |
+
"children": {
|
305 |
+
"_process_rank_one_or_two_observation": {
|
306 |
+
"total": 0.002437930000041888,
|
307 |
+
"count": 8,
|
308 |
+
"is_parallel": true,
|
309 |
+
"self": 0.002437930000041888
|
310 |
+
}
|
311 |
+
}
|
312 |
+
}
|
313 |
+
}
|
314 |
+
}
|
315 |
+
}
|
316 |
+
},
|
317 |
+
"UnityEnvironment.step": {
|
318 |
+
"total": 2412.1882855759873,
|
319 |
+
"count": 139124,
|
320 |
+
"is_parallel": true,
|
321 |
+
"self": 131.35421438730054,
|
322 |
+
"children": {
|
323 |
+
"UnityEnvironment._generate_step_input": {
|
324 |
+
"total": 94.37291007893498,
|
325 |
+
"count": 139124,
|
326 |
+
"is_parallel": true,
|
327 |
+
"self": 94.37291007893498
|
328 |
+
},
|
329 |
+
"communicator.exchange": {
|
330 |
+
"total": 1762.8207223760803,
|
331 |
+
"count": 139124,
|
332 |
+
"is_parallel": true,
|
333 |
+
"self": 1762.8207223760803
|
334 |
+
},
|
335 |
+
"steps_from_proto": {
|
336 |
+
"total": 423.64043873367166,
|
337 |
+
"count": 278248,
|
338 |
+
"is_parallel": true,
|
339 |
+
"self": 81.56196850458923,
|
340 |
+
"children": {
|
341 |
+
"_process_rank_one_or_two_observation": {
|
342 |
+
"total": 342.0784702290824,
|
343 |
+
"count": 1112992,
|
344 |
+
"is_parallel": true,
|
345 |
+
"self": 342.0784702290824
|
346 |
+
}
|
347 |
+
}
|
348 |
+
}
|
349 |
+
}
|
350 |
+
},
|
351 |
+
"steps_from_proto": {
|
352 |
+
"total": 0.019905044001234273,
|
353 |
+
"count": 18,
|
354 |
+
"is_parallel": true,
|
355 |
+
"self": 0.003966479999917283,
|
356 |
+
"children": {
|
357 |
+
"_process_rank_one_or_two_observation": {
|
358 |
+
"total": 0.01593856400131699,
|
359 |
+
"count": 72,
|
360 |
+
"is_parallel": true,
|
361 |
+
"self": 0.01593856400131699
|
362 |
+
}
|
363 |
+
}
|
364 |
+
}
|
365 |
+
}
|
366 |
+
}
|
367 |
+
}
|
368 |
+
}
|
369 |
+
}
|
370 |
+
},
|
371 |
+
"trainer_advance": {
|
372 |
+
"total": 1120.348455247044,
|
373 |
+
"count": 139125,
|
374 |
+
"self": 26.102133251992882,
|
375 |
+
"children": {
|
376 |
+
"process_trajectory": {
|
377 |
+
"total": 473.35464711405166,
|
378 |
+
"count": 139125,
|
379 |
+
"self": 471.84468210705177,
|
380 |
+
"children": {
|
381 |
+
"RLTrainer._checkpoint": {
|
382 |
+
"total": 1.5099650069998916,
|
383 |
+
"count": 4,
|
384 |
+
"self": 1.5099650069998916
|
385 |
+
}
|
386 |
+
}
|
387 |
+
},
|
388 |
+
"_update_policy": {
|
389 |
+
"total": 620.8916748809995,
|
390 |
+
"count": 97,
|
391 |
+
"self": 392.10863566601097,
|
392 |
+
"children": {
|
393 |
+
"TorchPOCAOptimizer.update": {
|
394 |
+
"total": 228.78303921498855,
|
395 |
+
"count": 2910,
|
396 |
+
"self": 228.78303921498855
|
397 |
+
}
|
398 |
+
}
|
399 |
+
}
|
400 |
+
}
|
401 |
+
}
|
402 |
+
}
|
403 |
+
},
|
404 |
+
"trainer_threads": {
|
405 |
+
"total": 1.0730000212788582e-06,
|
406 |
+
"count": 1,
|
407 |
+
"self": 1.0730000212788582e-06
|
408 |
+
},
|
409 |
+
"TrainerController._save_models": {
|
410 |
+
"total": 0.5520766739991814,
|
411 |
+
"count": 1,
|
412 |
+
"self": 0.012108146998798475,
|
413 |
+
"children": {
|
414 |
+
"RLTrainer._checkpoint": {
|
415 |
+
"total": 0.5399685270003829,
|
416 |
+
"count": 1,
|
417 |
+
"self": 0.5399685270003829
|
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": 499993,
|
6 |
+
"file_path": "drive/MyDrive/rl-soccer-final/SoccerTwosFinalRetrain/SoccerTwos/SoccerTwos-499993.onnx",
|
7 |
+
"reward": 0.0,
|
8 |
+
"creation_time": 1676201691.1415796,
|
9 |
+
"auxillary_file_paths": [
|
10 |
+
"drive/MyDrive/rl-soccer-final/SoccerTwosFinalRetrain/SoccerTwos/SoccerTwos-499993.pt"
|
11 |
+
]
|
12 |
+
},
|
13 |
+
{
|
14 |
+
"steps": 999976,
|
15 |
+
"file_path": "drive/MyDrive/rl-soccer-final/SoccerTwosFinalRetrain/SoccerTwos/SoccerTwos-999976.onnx",
|
16 |
+
"reward": 0.0,
|
17 |
+
"creation_time": 1676202882.4504082,
|
18 |
+
"auxillary_file_paths": [
|
19 |
+
"drive/MyDrive/rl-soccer-final/SoccerTwosFinalRetrain/SoccerTwos/SoccerTwos-999976.pt"
|
20 |
+
]
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"steps": 1499993,
|
24 |
+
"file_path": "drive/MyDrive/rl-soccer-final/SoccerTwosFinalRetrain/SoccerTwos/SoccerTwos-1499993.onnx",
|
25 |
+
"reward": 0.0,
|
26 |
+
"creation_time": 1676204078.7838602,
|
27 |
+
"auxillary_file_paths": [
|
28 |
+
"drive/MyDrive/rl-soccer-final/SoccerTwosFinalRetrain/SoccerTwos/SoccerTwos-1499993.pt"
|
29 |
+
]
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"steps": 1999785,
|
33 |
+
"file_path": "drive/MyDrive/rl-soccer-final/SoccerTwosFinalRetrain/SoccerTwos/SoccerTwos-1999785.onnx",
|
34 |
+
"reward": 0.0,
|
35 |
+
"creation_time": 1676205237.2227588,
|
36 |
+
"auxillary_file_paths": [
|
37 |
+
"drive/MyDrive/rl-soccer-final/SoccerTwosFinalRetrain/SoccerTwos/SoccerTwos-1999785.pt"
|
38 |
+
]
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"steps": 2000308,
|
42 |
+
"file_path": "drive/MyDrive/rl-soccer-final/SoccerTwosFinalRetrain/SoccerTwos/SoccerTwos-2000308.onnx",
|
43 |
+
"reward": 0.0,
|
44 |
+
"creation_time": 1676205237.8190753,
|
45 |
+
"auxillary_file_paths": [
|
46 |
+
"drive/MyDrive/rl-soccer-final/SoccerTwosFinalRetrain/SoccerTwos/SoccerTwos-2000308.pt"
|
47 |
+
]
|
48 |
+
}
|
49 |
+
],
|
50 |
+
"elo": 1590.9670588112347,
|
51 |
+
"final_checkpoint": {
|
52 |
+
"steps": 2000308,
|
53 |
+
"file_path": "drive/MyDrive/rl-soccer-final/SoccerTwosFinalRetrain/SoccerTwos.onnx",
|
54 |
+
"reward": 0.0,
|
55 |
+
"creation_time": 1676205237.8190753,
|
56 |
+
"auxillary_file_paths": [
|
57 |
+
"drive/MyDrive/rl-soccer-final/SoccerTwosFinalRetrain/SoccerTwos/SoccerTwos-2000308.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 |
+
}
|