First Push`
Browse files- README.md +35 -0
- SoccerTwos.onnx +3 -0
- SoccerTwos/SoccerTwos-1499156.onnx +3 -0
- SoccerTwos/SoccerTwos-1499156.pt +3 -0
- SoccerTwos/SoccerTwos-1999740.onnx +3 -0
- SoccerTwos/SoccerTwos-1999740.pt +3 -0
- SoccerTwos/SoccerTwos-2499932.onnx +3 -0
- SoccerTwos/SoccerTwos-2499932.pt +3 -0
- SoccerTwos/SoccerTwos-2999556.onnx +3 -0
- SoccerTwos/SoccerTwos-2999556.pt +3 -0
- SoccerTwos/SoccerTwos-2999999.onnx +3 -0
- SoccerTwos/SoccerTwos-2999999.pt +3 -0
- SoccerTwos/SoccerTwos-3105550.onnx +3 -0
- SoccerTwos/SoccerTwos-3105550.pt +3 -0
- SoccerTwos/SoccerTwos-999092.onnx +3 -0
- SoccerTwos/SoccerTwos-999092.pt +3 -0
- SoccerTwos/checkpoint.pt +3 -0
- SoccerTwos/events.out.tfevents.1715679413.DESKTOP-TALE8L7.5284.0 +3 -0
- SoccerTwos/events.out.tfevents.1715760305.DESKTOP-TALE8L7.3880.0 +3 -0
- config.json +1 -0
- configuration.yaml +84 -0
- run_logs/Player-0.log +291 -0
- run_logs/timers.json +368 -0
- run_logs/training_status.json +39 -0
README.md
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---
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library_name: ml-agents
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tags:
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- SoccerTwos
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- deep-reinforcement-learning
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- reinforcement-learning
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- ML-Agents-SoccerTwos
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---
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# **poca** Agent playing **SoccerTwos**
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This is a trained model of a **poca** agent playing **SoccerTwos**
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using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
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## Usage (with ML-Agents)
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The Documentation: https://unity-technologies.github.io/ml-agents/ML-Agents-Toolkit-Documentation/
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We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
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- A *short tutorial* where you teach Huggy the Dog 🐶 to fetch the stick and then play with him directly in your
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browser: https://huggingface.co/learn/deep-rl-course/unitbonus1/introduction
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- A *longer tutorial* to understand how works ML-Agents:
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https://huggingface.co/learn/deep-rl-course/unit5/introduction
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### Resume the training
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```bash
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mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
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```
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### Watch your Agent play
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You can watch your agent **playing directly in your browser**
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1. If the environment is part of ML-Agents official environments, go to https://huggingface.co/unity
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2. Step 1: Find your model_id: mesa44/poca-SoccerTwos
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3. Step 2: Select your *.nn /*.onnx file
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4. Click on Watch the agent play 👀
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SoccerTwos.onnx
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size 2820313
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SoccerTwos/SoccerTwos-1499156.onnx
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SoccerTwos/SoccerTwos-1499156.pt
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SoccerTwos/SoccerTwos-1999740.onnx
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SoccerTwos/SoccerTwos-1999740.pt
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SoccerTwos/SoccerTwos-2499932.onnx
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SoccerTwos/SoccerTwos-2999556.onnx
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SoccerTwos/SoccerTwos-2999999.onnx
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SoccerTwos/SoccerTwos-999092.onnx
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SoccerTwos/checkpoint.pt
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SoccerTwos/events.out.tfevents.1715679413.DESKTOP-TALE8L7.5284.0
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SoccerTwos/events.out.tfevents.1715760305.DESKTOP-TALE8L7.3880.0
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config.json
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{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.003, "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": 3, "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": 10000000, "time_horizon": 1048, "summary_freq": 100000, "threaded": false, "self_play": {"save_steps": 70000, "team_change": 210000, "swap_steps": 21000, "window": 20, "play_against_latest_model_ratio": 0.5, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-env/SoccerTwos/SoccerTwos.exe", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "timeout_wait": 60, "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, "no_graphics_monitor": false}, "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}
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configuration.yaml
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default_settings: null
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behaviors:
|
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+
SoccerTwos:
|
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trainer_type: poca
|
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hyperparameters:
|
6 |
+
batch_size: 2048
|
7 |
+
buffer_size: 20480
|
8 |
+
learning_rate: 0.003
|
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+
beta: 0.005
|
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+
epsilon: 0.2
|
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+
lambd: 0.95
|
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+
num_epoch: 3
|
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+
learning_rate_schedule: linear
|
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+
beta_schedule: linear
|
15 |
+
epsilon_schedule: linear
|
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+
checkpoint_interval: 500000
|
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+
network_settings:
|
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normalize: false
|
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+
hidden_units: 512
|
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+
num_layers: 3
|
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+
vis_encode_type: simple
|
22 |
+
memory: null
|
23 |
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goal_conditioning_type: hyper
|
24 |
+
deterministic: false
|
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reward_signals:
|
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extrinsic:
|
27 |
+
gamma: 0.99
|
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strength: 1.0
|
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network_settings:
|
30 |
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normalize: false
|
31 |
+
hidden_units: 128
|
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+
num_layers: 2
|
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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: 10000000
|
41 |
+
time_horizon: 1048
|
42 |
+
summary_freq: 100000
|
43 |
+
threaded: false
|
44 |
+
self_play:
|
45 |
+
save_steps: 70000
|
46 |
+
team_change: 210000
|
47 |
+
swap_steps: 21000
|
48 |
+
window: 20
|
49 |
+
play_against_latest_model_ratio: 0.5
|
50 |
+
initial_elo: 1200.0
|
51 |
+
behavioral_cloning: null
|
52 |
+
env_settings:
|
53 |
+
env_path: ./training-env/SoccerTwos/SoccerTwos.exe
|
54 |
+
env_args: null
|
55 |
+
base_port: 5005
|
56 |
+
num_envs: 1
|
57 |
+
num_areas: 1
|
58 |
+
timeout_wait: 60
|
59 |
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seed: -1
|
60 |
+
max_lifetime_restarts: 10
|
61 |
+
restarts_rate_limit_n: 1
|
62 |
+
restarts_rate_limit_period_s: 60
|
63 |
+
engine_settings:
|
64 |
+
width: 84
|
65 |
+
height: 84
|
66 |
+
quality_level: 5
|
67 |
+
time_scale: 20
|
68 |
+
target_frame_rate: -1
|
69 |
+
capture_frame_rate: 60
|
70 |
+
no_graphics: true
|
71 |
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no_graphics_monitor: false
|
72 |
+
environment_parameters: null
|
73 |
+
checkpoint_settings:
|
74 |
+
run_id: SoccerTwos
|
75 |
+
initialize_from: null
|
76 |
+
load_model: false
|
77 |
+
resume: true
|
78 |
+
force: false
|
79 |
+
train_model: false
|
80 |
+
inference: false
|
81 |
+
results_dir: results
|
82 |
+
torch_settings:
|
83 |
+
device: null
|
84 |
+
debug: false
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run_logs/Player-0.log
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Mono path[0] = 'D:/PJ/ml-agents/training-env/SoccerTwos/SoccerTwos_Data/Managed'
|
2 |
+
Mono config path = 'D:/PJ/ml-agents/training-env/SoccerTwos/MonoBleedingEdge/etc'
|
3 |
+
Initialize engine version: 2021.3.14f1 (eee1884e7226)
|
4 |
+
[Subsystems] Discovering subsystems at path D:/PJ/ml-agents/training-env/SoccerTwos/SoccerTwos_Data/UnitySubsystems
|
5 |
+
Forcing GfxDevice: Null
|
6 |
+
GfxDevice: creating device client; threaded=0; jobified=0
|
7 |
+
NullGfxDevice:
|
8 |
+
Version: NULL 1.0 [1.0]
|
9 |
+
Renderer: Null Device
|
10 |
+
Vendor: Unity Technologies
|
11 |
+
Begin MonoManager ReloadAssembly
|
12 |
+
- Completed reload, in 1.253 seconds
|
13 |
+
ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
14 |
+
Microsoft Media Foundation video decoding to texture disabled: graphics device is Null, only Direct3D 11 and Direct3D 12 (only on desktop) are supported for hardware-accelerated video decoding.
|
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: 69.859300 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 |
+
TOO LONG
|
42 |
+
TOO LONG
|
43 |
+
TOO LONG
|
44 |
+
TOO LONG
|
45 |
+
TOO LONG
|
46 |
+
TOO LONG
|
47 |
+
TOO LONG
|
48 |
+
TOO LONG
|
49 |
+
TOO LONG
|
50 |
+
TOO LONG
|
51 |
+
TOO LONG
|
52 |
+
TOO LONG
|
53 |
+
TOO LONG
|
54 |
+
TOO LONG
|
55 |
+
TOO LONG
|
56 |
+
TOO LONG
|
57 |
+
TOO LONG
|
58 |
+
TOO LONG
|
59 |
+
TOO LONG
|
60 |
+
Setting up 3 worker threads for Enlighten.
|
61 |
+
Memory Statistics:
|
62 |
+
[ALLOC_TEMP_TLS] TLS Allocator
|
63 |
+
StackAllocators :
|
64 |
+
[ALLOC_TEMP_MAIN]
|
65 |
+
Peak usage frame count: [4.0 KB-8.0 KB]: 1 frames, [8.0 KB-16.0 KB]: 2055 frames, [2.0 MB-4.0 MB]: 1 frames
|
66 |
+
Initial Block Size 4.0 MB
|
67 |
+
Current Block Size 4.0 MB
|
68 |
+
Peak Allocated Bytes 2.0 MB
|
69 |
+
Overflow Count 0
|
70 |
+
[ALLOC_TEMP_Loading.AsyncRead]
|
71 |
+
Initial Block Size 64.0 KB
|
72 |
+
Current Block Size 64.0 KB
|
73 |
+
Peak Allocated Bytes 246 B
|
74 |
+
Overflow Count 0
|
75 |
+
[ALLOC_TEMP_Loading.PreloadManager]
|
76 |
+
Initial Block Size 256.0 KB
|
77 |
+
Current Block Size 256.0 KB
|
78 |
+
Peak Allocated Bytes 67.0 KB
|
79 |
+
Overflow Count 4
|
80 |
+
[ALLOC_TEMP_Background Job.Worker 8]
|
81 |
+
Initial Block Size 32.0 KB
|
82 |
+
Current Block Size 32.0 KB
|
83 |
+
Peak Allocated Bytes 54 B
|
84 |
+
Overflow Count 0
|
85 |
+
[ALLOC_TEMP_Background Job.Worker 9]
|
86 |
+
Initial Block Size 32.0 KB
|
87 |
+
Current Block Size 32.0 KB
|
88 |
+
Peak Allocated Bytes 54 B
|
89 |
+
Overflow Count 0
|
90 |
+
[ALLOC_TEMP_Job.Worker 0]
|
91 |
+
Initial Block Size 256.0 KB
|
92 |
+
Current Block Size 256.0 KB
|
93 |
+
Peak Allocated Bytes 0 B
|
94 |
+
Overflow Count 0
|
95 |
+
[ALLOC_TEMP_Background Job.Worker 10]
|
96 |
+
Initial Block Size 32.0 KB
|
97 |
+
Current Block Size 32.0 KB
|
98 |
+
Peak Allocated Bytes 54 B
|
99 |
+
Overflow Count 0
|
100 |
+
[ALLOC_TEMP_Background Job.Worker 14]
|
101 |
+
Initial Block Size 32.0 KB
|
102 |
+
Current Block Size 32.0 KB
|
103 |
+
Peak Allocated Bytes 54 B
|
104 |
+
Overflow Count 0
|
105 |
+
[ALLOC_TEMP_Background Job.Worker 6]
|
106 |
+
Initial Block Size 32.0 KB
|
107 |
+
Current Block Size 32.0 KB
|
108 |
+
Peak Allocated Bytes 54 B
|
109 |
+
Overflow Count 0
|
110 |
+
[ALLOC_TEMP_Job.Worker 4]
|
111 |
+
Initial Block Size 256.0 KB
|
112 |
+
Current Block Size 256.0 KB
|
113 |
+
Peak Allocated Bytes 0 B
|
114 |
+
Overflow Count 0
|
115 |
+
[ALLOC_TEMP_Job.Worker 3]
|
116 |
+
Initial Block Size 256.0 KB
|
117 |
+
Current Block Size 256.0 KB
|
118 |
+
Peak Allocated Bytes 488 B
|
119 |
+
Overflow Count 0
|
120 |
+
[ALLOC_TEMP_Background Job.Worker 12]
|
121 |
+
Initial Block Size 32.0 KB
|
122 |
+
Current Block Size 32.0 KB
|
123 |
+
Peak Allocated Bytes 54 B
|
124 |
+
Overflow Count 0
|
125 |
+
[ALLOC_TEMP_EnlightenWorker] x 3
|
126 |
+
Initial Block Size 64.0 KB
|
127 |
+
Current Block Size 64.0 KB
|
128 |
+
Peak Allocated Bytes 54 B
|
129 |
+
Overflow Count 0
|
130 |
+
[ALLOC_TEMP_Background Job.Worker 15]
|
131 |
+
Initial Block Size 32.0 KB
|
132 |
+
Current Block Size 32.0 KB
|
133 |
+
Peak Allocated Bytes 54 B
|
134 |
+
Overflow Count 0
|
135 |
+
[ALLOC_TEMP_Background Job.Worker 1]
|
136 |
+
Initial Block Size 32.0 KB
|
137 |
+
Current Block Size 32.0 KB
|
138 |
+
Peak Allocated Bytes 54 B
|
139 |
+
Overflow Count 0
|
140 |
+
[ALLOC_TEMP_Background Job.Worker 2]
|
141 |
+
Initial Block Size 32.0 KB
|
142 |
+
Current Block Size 32.0 KB
|
143 |
+
Peak Allocated Bytes 54 B
|
144 |
+
Overflow Count 0
|
145 |
+
[ALLOC_TEMP_Background Job.Worker 7]
|
146 |
+
Initial Block Size 32.0 KB
|
147 |
+
Current Block Size 32.0 KB
|
148 |
+
Peak Allocated Bytes 54 B
|
149 |
+
Overflow Count 0
|
150 |
+
[ALLOC_TEMP_AssetGarbageCollectorHelper] x 5
|
151 |
+
Initial Block Size 64.0 KB
|
152 |
+
Current Block Size 64.0 KB
|
153 |
+
Peak Allocated Bytes 0 B
|
154 |
+
Overflow Count 0
|
155 |
+
[ALLOC_TEMP_Background Job.Worker 5]
|
156 |
+
Initial Block Size 32.0 KB
|
157 |
+
Current Block Size 32.0 KB
|
158 |
+
Peak Allocated Bytes 54 B
|
159 |
+
Overflow Count 0
|
160 |
+
[ALLOC_TEMP_Background Job.Worker 13]
|
161 |
+
Initial Block Size 32.0 KB
|
162 |
+
Current Block Size 32.0 KB
|
163 |
+
Peak Allocated Bytes 54 B
|
164 |
+
Overflow Count 0
|
165 |
+
[ALLOC_TEMP_Job.Worker 1]
|
166 |
+
Initial Block Size 256.0 KB
|
167 |
+
Current Block Size 256.0 KB
|
168 |
+
Peak Allocated Bytes 0 B
|
169 |
+
Overflow Count 0
|
170 |
+
[ALLOC_TEMP_Job.Worker 2]
|
171 |
+
Initial Block Size 256.0 KB
|
172 |
+
Current Block Size 256.0 KB
|
173 |
+
Peak Allocated Bytes 0 B
|
174 |
+
Overflow Count 0
|
175 |
+
[ALLOC_TEMP_Background Job.Worker 3]
|
176 |
+
Initial Block Size 32.0 KB
|
177 |
+
Current Block Size 32.0 KB
|
178 |
+
Peak Allocated Bytes 54 B
|
179 |
+
Overflow Count 0
|
180 |
+
[ALLOC_TEMP_Background Job.Worker 11]
|
181 |
+
Initial Block Size 32.0 KB
|
182 |
+
Current Block Size 32.0 KB
|
183 |
+
Peak Allocated Bytes 54 B
|
184 |
+
Overflow Count 0
|
185 |
+
[ALLOC_TEMP_Background Job.Worker 0]
|
186 |
+
Initial Block Size 32.0 KB
|
187 |
+
Current Block Size 32.0 KB
|
188 |
+
Peak Allocated Bytes 54 B
|
189 |
+
Overflow Count 0
|
190 |
+
[ALLOC_TEMP_Background Job.Worker 4]
|
191 |
+
Initial Block Size 32.0 KB
|
192 |
+
Current Block Size 32.0 KB
|
193 |
+
Peak Allocated Bytes 54 B
|
194 |
+
Overflow Count 0
|
195 |
+
[ALLOC_TEMP_BatchDeleteObjects]
|
196 |
+
Initial Block Size 64.0 KB
|
197 |
+
Current Block Size 64.0 KB
|
198 |
+
Peak Allocated Bytes 54 B
|
199 |
+
Overflow Count 0
|
200 |
+
[ALLOC_DEFAULT] Dual Thread Allocator
|
201 |
+
Peak main deferred allocation count 3
|
202 |
+
[ALLOC_BUCKET]
|
203 |
+
Large Block size 4.0 MB
|
204 |
+
Used Block count 1
|
205 |
+
Peak Allocated bytes 0.9 MB
|
206 |
+
[ALLOC_DEFAULT_MAIN]
|
207 |
+
Peak usage frame count: [4.0 MB-8.0 MB]: 2057 frames
|
208 |
+
Requested Block Size 16.0 MB
|
209 |
+
Peak Block count 1
|
210 |
+
Peak Allocated memory 5.0 MB
|
211 |
+
Peak Large allocation bytes 0 B
|
212 |
+
[ALLOC_DEFAULT_THREAD]
|
213 |
+
Peak usage frame count: [16.0 MB-32.0 MB]: 2057 frames
|
214 |
+
Requested Block Size 16.0 MB
|
215 |
+
Peak Block count 1
|
216 |
+
Peak Allocated memory 17.4 MB
|
217 |
+
Peak Large allocation bytes 16.0 MB
|
218 |
+
[ALLOC_TEMP_JOB_1_FRAME]
|
219 |
+
Initial Block Size 2.0 MB
|
220 |
+
Used Block Count 1
|
221 |
+
Overflow Count (too large) 0
|
222 |
+
Overflow Count (full) 0
|
223 |
+
[ALLOC_TEMP_JOB_2_FRAMES]
|
224 |
+
Initial Block Size 2.0 MB
|
225 |
+
Used Block Count 1
|
226 |
+
Overflow Count (too large) 0
|
227 |
+
Overflow Count (full) 0
|
228 |
+
[ALLOC_TEMP_JOB_4_FRAMES (JobTemp)]
|
229 |
+
Initial Block Size 2.0 MB
|
230 |
+
Used Block Count 2
|
231 |
+
Overflow Count (too large) 0
|
232 |
+
Overflow Count (full) 0
|
233 |
+
[ALLOC_TEMP_JOB_ASYNC (Background)]
|
234 |
+
Initial Block Size 1.0 MB
|
235 |
+
Used Block Count 3
|
236 |
+
Overflow Count (too large) 0
|
237 |
+
Overflow Count (full) 0
|
238 |
+
[ALLOC_GFX] Dual Thread Allocator
|
239 |
+
Peak main deferred allocation count 0
|
240 |
+
[ALLOC_BUCKET]
|
241 |
+
Large Block size 4.0 MB
|
242 |
+
Used Block count 1
|
243 |
+
Peak Allocated bytes 0.9 MB
|
244 |
+
[ALLOC_GFX_MAIN]
|
245 |
+
Peak usage frame count: [32.0 KB-64.0 KB]: 2056 frames, [64.0 KB-128.0 KB]: 1 frames
|
246 |
+
Requested Block Size 16.0 MB
|
247 |
+
Peak Block count 1
|
248 |
+
Peak Allocated memory 65.6 KB
|
249 |
+
Peak Large allocation bytes 0 B
|
250 |
+
[ALLOC_GFX_THREAD]
|
251 |
+
Peak usage frame count: [128.0 KB-256.0 KB]: 2057 frames
|
252 |
+
Requested Block Size 16.0 MB
|
253 |
+
Peak Block count 1
|
254 |
+
Peak Allocated memory 173.6 KB
|
255 |
+
Peak Large allocation bytes 0 B
|
256 |
+
[ALLOC_CACHEOBJECTS] Dual Thread Allocator
|
257 |
+
Peak main deferred allocation count 2
|
258 |
+
[ALLOC_BUCKET]
|
259 |
+
Large Block size 4.0 MB
|
260 |
+
Used Block count 1
|
261 |
+
Peak Allocated bytes 0.9 MB
|
262 |
+
[ALLOC_CACHEOBJECTS_MAIN]
|
263 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 2057 frames
|
264 |
+
Requested Block Size 4.0 MB
|
265 |
+
Peak Block count 1
|
266 |
+
Peak Allocated memory 0.6 MB
|
267 |
+
Peak Large allocation bytes 0 B
|
268 |
+
[ALLOC_CACHEOBJECTS_THREAD]
|
269 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 2056 frames, [2.0 MB-4.0 MB]: 1 frames
|
270 |
+
Requested Block Size 4.0 MB
|
271 |
+
Peak Block count 1
|
272 |
+
Peak Allocated memory 2.2 MB
|
273 |
+
Peak Large allocation bytes 0 B
|
274 |
+
[ALLOC_TYPETREE] Dual Thread Allocator
|
275 |
+
Peak main deferred allocation count 0
|
276 |
+
[ALLOC_BUCKET]
|
277 |
+
Large Block size 4.0 MB
|
278 |
+
Used Block count 1
|
279 |
+
Peak Allocated bytes 0.9 MB
|
280 |
+
[ALLOC_TYPETREE_MAIN]
|
281 |
+
Peak usage frame count: [0-1.0 KB]: 2057 frames
|
282 |
+
Requested Block Size 2.0 MB
|
283 |
+
Peak Block count 1
|
284 |
+
Peak Allocated memory 1.0 KB
|
285 |
+
Peak Large allocation bytes 0 B
|
286 |
+
[ALLOC_TYPETREE_THREAD]
|
287 |
+
Peak usage frame count: [1.0 KB-2.0 KB]: 2056 frames, [2.0 KB-4.0 KB]: 1 frames
|
288 |
+
Requested Block Size 2.0 MB
|
289 |
+
Peak Block count 1
|
290 |
+
Peak Allocated memory 2.2 KB
|
291 |
+
Peak Large allocation bytes 0 B
|
run_logs/timers.json
ADDED
@@ -0,0 +1,368 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
349 |
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"total": 1.0998919606208801e-06,
|
350 |
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"count": 1,
|
351 |
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"self": 1.0998919606208801e-06
|
352 |
+
},
|
353 |
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"TrainerController._save_models": {
|
354 |
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"total": 0.15509040001779795,
|
355 |
+
"count": 1,
|
356 |
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"self": 0.002606899943202734,
|
357 |
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"children": {
|
358 |
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"RLTrainer._checkpoint": {
|
359 |
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"total": 0.1524835000745952,
|
360 |
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"count": 1,
|
361 |
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"self": 0.1524835000745952
|
362 |
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}
|
363 |
+
}
|
364 |
+
}
|
365 |
+
}
|
366 |
+
}
|
367 |
+
}
|
368 |
+
}
|
run_logs/training_status.json
ADDED
@@ -0,0 +1,39 @@
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|
1 |
+
{
|
2 |
+
"SoccerTwos": {
|
3 |
+
"checkpoints": [
|
4 |
+
{
|
5 |
+
"steps": 2999999,
|
6 |
+
"file_path": "results\\SoccerTwos\\SoccerTwos\\SoccerTwos-2999999.onnx",
|
7 |
+
"reward": 0.0,
|
8 |
+
"creation_time": 1715760311.9899578,
|
9 |
+
"auxillary_file_paths": [
|
10 |
+
"results\\SoccerTwos\\SoccerTwos\\SoccerTwos-2999999.pt"
|
11 |
+
]
|
12 |
+
},
|
13 |
+
{
|
14 |
+
"steps": 3105550,
|
15 |
+
"file_path": "results\\SoccerTwos\\SoccerTwos\\SoccerTwos-3105550.onnx",
|
16 |
+
"reward": null,
|
17 |
+
"creation_time": 1715760766.5224805,
|
18 |
+
"auxillary_file_paths": [
|
19 |
+
"results\\SoccerTwos\\SoccerTwos\\SoccerTwos-3105550.pt"
|
20 |
+
]
|
21 |
+
}
|
22 |
+
],
|
23 |
+
"elo": 1197.935321424963,
|
24 |
+
"final_checkpoint": {
|
25 |
+
"steps": 3105550,
|
26 |
+
"file_path": "results\\SoccerTwos\\SoccerTwos.onnx",
|
27 |
+
"reward": null,
|
28 |
+
"creation_time": 1715760766.5224805,
|
29 |
+
"auxillary_file_paths": [
|
30 |
+
"results\\SoccerTwos\\SoccerTwos\\SoccerTwos-3105550.pt"
|
31 |
+
]
|
32 |
+
}
|
33 |
+
},
|
34 |
+
"metadata": {
|
35 |
+
"stats_format_version": "0.3.0",
|
36 |
+
"mlagents_version": "1.1.0.dev0",
|
37 |
+
"torch_version": "2.3.0+cpu"
|
38 |
+
}
|
39 |
+
}
|