Commit
•
94cc6f1
1
Parent(s):
4398c05
First Push
Browse files- README.md +31 -0
- SoccerTwos.onnx +3 -0
- SoccerTwos/SoccerTwos-1499745.onnx +3 -0
- SoccerTwos/SoccerTwos-1499745.pt +3 -0
- SoccerTwos/SoccerTwos-1595356.pt +3 -0
- SoccerTwos/SoccerTwos-265576.pt +3 -0
- SoccerTwos/SoccerTwos-3499851.onnx +3 -0
- SoccerTwos/SoccerTwos-3499851.pt +3 -0
- SoccerTwos/SoccerTwos-3999895.onnx +3 -0
- SoccerTwos/SoccerTwos-3999895.pt +3 -0
- SoccerTwos/SoccerTwos-4499866.onnx +3 -0
- SoccerTwos/SoccerTwos-4499866.pt +3 -0
- SoccerTwos/SoccerTwos-499668.onnx +3 -0
- SoccerTwos/SoccerTwos-499668.pt +3 -0
- SoccerTwos/SoccerTwos-4999994.onnx +3 -0
- SoccerTwos/SoccerTwos-4999994.pt +3 -0
- SoccerTwos/SoccerTwos-5000104.onnx +3 -0
- SoccerTwos/SoccerTwos-5000104.pt +3 -0
- SoccerTwos/SoccerTwos-999212.onnx +3 -0
- SoccerTwos/SoccerTwos-999212.pt +3 -0
- SoccerTwos/checkpoint.pt +3 -0
- SoccerTwos/events.out.tfevents.1683117618.9f26938533b1.907.0 +3 -0
- SoccerTwos/events.out.tfevents.1683125463.9f26938533b1.1483.0 +3 -0
- config.json +1 -0
- configuration.yaml +82 -0
- run_logs/Player-0.log +285 -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: WilliamADSP/poca-SoccerTwos
|
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 sha256:5aec7cfe1fcce3e2fdf31858eb697a5d64bd0a8d8a0eb491da2d87ba0fc4f15c
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-1499745.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:50ad3756c1ad6f19b0a969f074c33798b7aa2901734f47183cb9638b430d20ac
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-1499745.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4c8601b38a847a5f421a93bf6e469ec0ae963a4a368fd72433e8ec62123feac6
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-1595356.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b3b325ee81cf241350c659fc37c2ddc0b1356fcb5def4b14b715c53c9996db22
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-265576.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ddd3cb3df6dd8bae204cac061f40221a90c2e6a37aafd2fa94f40430724fbcd2
|
3 |
+
size 8720465
|
SoccerTwos/SoccerTwos-3499851.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:79f0f2a527b4f92f8468421b2fc478065eae6eb916600f744673892e13b9fd3c
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-3499851.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0ba7865b62567566d4ec8122b8d224259ad791f232376c1100df48abf4bb8c8b
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-3999895.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7fabdda0956263708d28844f3b0f04befe3fdb8670bfa0c577a8de35735dc72e
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-3999895.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d0ca5e7f16f66d20c2887d9163164917c04beebc511b07af5b4117b4c6354263
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-4499866.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3419eb767c0f38e70c1b4cb3fbdc86660eb96e1ecd7f499f54805da496b03871
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-4499866.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:59d4ca9baeee0d78185197d5987c336e752be6e2f695c0f9996a43a71a596b71
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-499668.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:831cc3925789dc3a53a2701c55095af9db00acb0a79f50e5117a54fc9eea7855
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-499668.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8ccc964d75de54cacbc32d5b60017a74eb087b7ee0fa7c11a124a7f2853592e5
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-4999994.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5aec7cfe1fcce3e2fdf31858eb697a5d64bd0a8d8a0eb491da2d87ba0fc4f15c
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-4999994.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a009a2fde28f38d359785634344d5043bcb090b25789a16600fb68e7396d7321
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-5000104.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5aec7cfe1fcce3e2fdf31858eb697a5d64bd0a8d8a0eb491da2d87ba0fc4f15c
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-5000104.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5c8e88da607bc2b9a902e53d0d1ad23bd5ec3416617ee229c105dacf93c4b86c
|
3 |
+
size 28421201
|
SoccerTwos/SoccerTwos-999212.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:16447ec9a1d50efb2e3d35d85cf7117a308204e6389e31056067009b007436a1
|
3 |
+
size 1764633
|
SoccerTwos/SoccerTwos-999212.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:003edb23a5129f9240562644f5ec12b8f615077d79f938fdb355ebb7850bda64
|
3 |
+
size 28421201
|
SoccerTwos/checkpoint.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5c8e88da607bc2b9a902e53d0d1ad23bd5ec3416617ee229c105dacf93c4b86c
|
3 |
+
size 28421201
|
SoccerTwos/events.out.tfevents.1683117618.9f26938533b1.907.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1c629f3430bb7654810f87776fbdc38d56c2bad6d252f397a196822bc376923f
|
3 |
+
size 1368551
|
SoccerTwos/events.out.tfevents.1683125463.9f26938533b1.1483.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:579a205b7e427819b3258889850d0f11d85ab87978e5d79272ec20616f6931eb
|
3 |
+
size 3505154
|
config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0003, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "learning_rate_schedule": "constant", "beta_schedule": "constant", "epsilon_schedule": "constant"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 512, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.99, "strength": 1.0, "network_settings": {"normalize": false, "hidden_units": 128, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 5000000, "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": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "/app/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": "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: constant
|
14 |
+
beta_schedule: constant
|
15 |
+
epsilon_schedule: constant
|
16 |
+
checkpoint_interval: 500000
|
17 |
+
network_settings:
|
18 |
+
normalize: false
|
19 |
+
hidden_units: 512
|
20 |
+
num_layers: 2
|
21 |
+
vis_encode_type: simple
|
22 |
+
memory: null
|
23 |
+
goal_conditioning_type: hyper
|
24 |
+
deterministic: false
|
25 |
+
reward_signals:
|
26 |
+
extrinsic:
|
27 |
+
gamma: 0.99
|
28 |
+
strength: 1.0
|
29 |
+
network_settings:
|
30 |
+
normalize: false
|
31 |
+
hidden_units: 128
|
32 |
+
num_layers: 2
|
33 |
+
vis_encode_type: simple
|
34 |
+
memory: null
|
35 |
+
goal_conditioning_type: hyper
|
36 |
+
deterministic: false
|
37 |
+
init_path: null
|
38 |
+
keep_checkpoints: 5
|
39 |
+
even_checkpoints: false
|
40 |
+
max_steps: 5000000
|
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: 1200.0
|
51 |
+
behavioral_cloning: null
|
52 |
+
env_settings:
|
53 |
+
env_path: /app/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: 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 +1,285 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Mono path[0] = '/app/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
|
2 |
+
Mono config path = '/app/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
|
3 |
+
Preloaded 'lib_burst_generated.so'
|
4 |
+
Preloaded 'libgrpc_csharp_ext.x64.so'
|
5 |
+
Initialize engine version: 2021.3.14f1 (eee1884e7226)
|
6 |
+
[Subsystems] Discovering subsystems at path /app/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
|
7 |
+
Forcing GfxDevice: Null
|
8 |
+
GfxDevice: creating device client; threaded=0; jobified=0
|
9 |
+
NullGfxDevice:
|
10 |
+
Version: NULL 1.0 [1.0]
|
11 |
+
Renderer: Null Device
|
12 |
+
Vendor: Unity Technologies
|
13 |
+
FMOD initialized on nosound output
|
14 |
+
Begin MonoManager ReloadAssembly
|
15 |
+
- Completed reload, in 1.610 seconds
|
16 |
+
ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
17 |
+
ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
18 |
+
ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
19 |
+
WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
|
20 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
21 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
22 |
+
ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
23 |
+
WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
|
24 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
25 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
26 |
+
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
|
27 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
28 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
29 |
+
ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
30 |
+
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
|
31 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
32 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
33 |
+
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
34 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
35 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
36 |
+
ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
37 |
+
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
38 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
39 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
40 |
+
UnloadTime: 0.934792 ms
|
41 |
+
Registered Communicator in Agent.
|
42 |
+
ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
43 |
+
requesting resize 84 x 84
|
44 |
+
Setting up 4 worker threads for Enlighten.
|
45 |
+
Memory Statistics:
|
46 |
+
[ALLOC_TEMP_TLS] TLS Allocator
|
47 |
+
StackAllocators :
|
48 |
+
[ALLOC_TEMP_MAIN]
|
49 |
+
Peak usage frame count: [8.0 KB-16.0 KB]: 64120 frames, [2.0 MB-4.0 MB]: 1 frames
|
50 |
+
Initial Block Size 4.0 MB
|
51 |
+
Current Block Size 4.0 MB
|
52 |
+
Peak Allocated Bytes 2.1 MB
|
53 |
+
Overflow Count 0
|
54 |
+
[ALLOC_TEMP_Loading.AsyncRead]
|
55 |
+
Initial Block Size 64.0 KB
|
56 |
+
Current Block Size 64.0 KB
|
57 |
+
Peak Allocated Bytes 128 B
|
58 |
+
Overflow Count 0
|
59 |
+
[ALLOC_TEMP_Loading.PreloadManager]
|
60 |
+
Initial Block Size 256.0 KB
|
61 |
+
Current Block Size 300.0 KB
|
62 |
+
Peak Allocated Bytes 249.6 KB
|
63 |
+
Overflow Count 4
|
64 |
+
[ALLOC_TEMP_Background Job.Worker 8]
|
65 |
+
Initial Block Size 32.0 KB
|
66 |
+
Current Block Size 32.0 KB
|
67 |
+
Peak Allocated Bytes 0 B
|
68 |
+
Overflow Count 0
|
69 |
+
[ALLOC_TEMP_Job.Worker 6]
|
70 |
+
Initial Block Size 256.0 KB
|
71 |
+
Current Block Size 256.0 KB
|
72 |
+
Peak Allocated Bytes 0.7 KB
|
73 |
+
Overflow Count 0
|
74 |
+
[ALLOC_TEMP_Job.Worker 0]
|
75 |
+
Initial Block Size 256.0 KB
|
76 |
+
Current Block Size 256.0 KB
|
77 |
+
Peak Allocated Bytes 0 B
|
78 |
+
Overflow Count 0
|
79 |
+
[ALLOC_TEMP_Background Job.Worker 10]
|
80 |
+
Initial Block Size 32.0 KB
|
81 |
+
Current Block Size 32.0 KB
|
82 |
+
Peak Allocated Bytes 0 B
|
83 |
+
Overflow Count 0
|
84 |
+
[ALLOC_TEMP_Background Job.Worker 9]
|
85 |
+
Initial Block Size 32.0 KB
|
86 |
+
Current Block Size 32.0 KB
|
87 |
+
Peak Allocated Bytes 0 B
|
88 |
+
Overflow Count 0
|
89 |
+
[ALLOC_TEMP_Job.Worker 5]
|
90 |
+
Initial Block Size 256.0 KB
|
91 |
+
Current Block Size 256.0 KB
|
92 |
+
Peak Allocated Bytes 0 B
|
93 |
+
Overflow Count 0
|
94 |
+
[ALLOC_TEMP_Background Job.Worker 14]
|
95 |
+
Initial Block Size 32.0 KB
|
96 |
+
Current Block Size 32.0 KB
|
97 |
+
Peak Allocated Bytes 0 B
|
98 |
+
Overflow Count 0
|
99 |
+
[ALLOC_TEMP_Background Job.Worker 6]
|
100 |
+
Initial Block Size 32.0 KB
|
101 |
+
Current Block Size 32.0 KB
|
102 |
+
Peak Allocated Bytes 0 B
|
103 |
+
Overflow Count 0
|
104 |
+
[ALLOC_TEMP_Job.Worker 4]
|
105 |
+
Initial Block Size 256.0 KB
|
106 |
+
Current Block Size 256.0 KB
|
107 |
+
Peak Allocated Bytes 0 B
|
108 |
+
Overflow Count 0
|
109 |
+
[ALLOC_TEMP_Job.Worker 3]
|
110 |
+
Initial Block Size 256.0 KB
|
111 |
+
Current Block Size 256.0 KB
|
112 |
+
Peak Allocated Bytes 0 B
|
113 |
+
Overflow Count 0
|
114 |
+
[ALLOC_TEMP_Background Job.Worker 12]
|
115 |
+
Initial Block Size 32.0 KB
|
116 |
+
Current Block Size 32.0 KB
|
117 |
+
Peak Allocated Bytes 0 B
|
118 |
+
Overflow Count 0
|
119 |
+
[ALLOC_TEMP_EnlightenWorker] x 4
|
120 |
+
Initial Block Size 64.0 KB
|
121 |
+
Current Block Size 64.0 KB
|
122 |
+
Peak Allocated Bytes 0 B
|
123 |
+
Overflow Count 0
|
124 |
+
[ALLOC_TEMP_Background Job.Worker 15]
|
125 |
+
Initial Block Size 32.0 KB
|
126 |
+
Current Block Size 32.0 KB
|
127 |
+
Peak Allocated Bytes 0 B
|
128 |
+
Overflow Count 0
|
129 |
+
[ALLOC_TEMP_Background Job.Worker 1]
|
130 |
+
Initial Block Size 32.0 KB
|
131 |
+
Current Block Size 32.0 KB
|
132 |
+
Peak Allocated Bytes 0 B
|
133 |
+
Overflow Count 0
|
134 |
+
[ALLOC_TEMP_Background Job.Worker 2]
|
135 |
+
Initial Block Size 32.0 KB
|
136 |
+
Current Block Size 32.0 KB
|
137 |
+
Peak Allocated Bytes 0 B
|
138 |
+
Overflow Count 0
|
139 |
+
[ALLOC_TEMP_Background Job.Worker 7]
|
140 |
+
Initial Block Size 32.0 KB
|
141 |
+
Current Block Size 32.0 KB
|
142 |
+
Peak Allocated Bytes 0 B
|
143 |
+
Overflow Count 0
|
144 |
+
[ALLOC_TEMP_AssetGarbageCollectorHelper] x 7
|
145 |
+
Initial Block Size 64.0 KB
|
146 |
+
Current Block Size 64.0 KB
|
147 |
+
Peak Allocated Bytes 0 B
|
148 |
+
Overflow Count 0
|
149 |
+
[ALLOC_TEMP_Background Job.Worker 5]
|
150 |
+
Initial Block Size 32.0 KB
|
151 |
+
Current Block Size 32.0 KB
|
152 |
+
Peak Allocated Bytes 0 B
|
153 |
+
Overflow Count 0
|
154 |
+
[ALLOC_TEMP_Background Job.Worker 13]
|
155 |
+
Initial Block Size 32.0 KB
|
156 |
+
Current Block Size 32.0 KB
|
157 |
+
Peak Allocated Bytes 0 B
|
158 |
+
Overflow Count 0
|
159 |
+
[ALLOC_TEMP_Job.Worker 1]
|
160 |
+
Initial Block Size 256.0 KB
|
161 |
+
Current Block Size 256.0 KB
|
162 |
+
Peak Allocated Bytes 0 B
|
163 |
+
Overflow Count 0
|
164 |
+
[ALLOC_TEMP_Job.Worker 2]
|
165 |
+
Initial Block Size 256.0 KB
|
166 |
+
Current Block Size 256.0 KB
|
167 |
+
Peak Allocated Bytes 0 B
|
168 |
+
Overflow Count 0
|
169 |
+
[ALLOC_TEMP_Background Job.Worker 3]
|
170 |
+
Initial Block Size 32.0 KB
|
171 |
+
Current Block Size 32.0 KB
|
172 |
+
Peak Allocated Bytes 0 B
|
173 |
+
Overflow Count 0
|
174 |
+
[ALLOC_TEMP_Background Job.Worker 11]
|
175 |
+
Initial Block Size 32.0 KB
|
176 |
+
Current Block Size 32.0 KB
|
177 |
+
Peak Allocated Bytes 0 B
|
178 |
+
Overflow Count 0
|
179 |
+
[ALLOC_TEMP_Background Job.Worker 0]
|
180 |
+
Initial Block Size 32.0 KB
|
181 |
+
Current Block Size 32.0 KB
|
182 |
+
Peak Allocated Bytes 0 B
|
183 |
+
Overflow Count 0
|
184 |
+
[ALLOC_TEMP_Background Job.Worker 4]
|
185 |
+
Initial Block Size 32.0 KB
|
186 |
+
Current Block Size 32.0 KB
|
187 |
+
Peak Allocated Bytes 0 B
|
188 |
+
Overflow Count 0
|
189 |
+
[ALLOC_TEMP_BatchDeleteObjects]
|
190 |
+
Initial Block Size 64.0 KB
|
191 |
+
Current Block Size 64.0 KB
|
192 |
+
Peak Allocated Bytes 0 B
|
193 |
+
Overflow Count 0
|
194 |
+
[ALLOC_DEFAULT] Dual Thread Allocator
|
195 |
+
Peak main deferred allocation count 3
|
196 |
+
[ALLOC_BUCKET]
|
197 |
+
Large Block size 4.0 MB
|
198 |
+
Used Block count 1
|
199 |
+
Peak Allocated bytes 1.0 MB
|
200 |
+
[ALLOC_DEFAULT_MAIN]
|
201 |
+
Peak usage frame count: [4.0 MB-8.0 MB]: 64121 frames
|
202 |
+
Requested Block Size 16.0 MB
|
203 |
+
Peak Block count 1
|
204 |
+
Peak Allocated memory 4.8 MB
|
205 |
+
Peak Large allocation bytes 0 B
|
206 |
+
[ALLOC_DEFAULT_THREAD]
|
207 |
+
Peak usage frame count: [16.0 MB-32.0 MB]: 64121 frames
|
208 |
+
Requested Block Size 16.0 MB
|
209 |
+
Peak Block count 1
|
210 |
+
Peak Allocated memory 17.4 MB
|
211 |
+
Peak Large allocation bytes 16.0 MB
|
212 |
+
[ALLOC_TEMP_JOB_1_FRAME]
|
213 |
+
Initial Block Size 2.0 MB
|
214 |
+
Used Block Count 1
|
215 |
+
Overflow Count (too large) 0
|
216 |
+
Overflow Count (full) 0
|
217 |
+
[ALLOC_TEMP_JOB_2_FRAMES]
|
218 |
+
Initial Block Size 2.0 MB
|
219 |
+
Used Block Count 1
|
220 |
+
Overflow Count (too large) 0
|
221 |
+
Overflow Count (full) 0
|
222 |
+
[ALLOC_TEMP_JOB_4_FRAMES (JobTemp)]
|
223 |
+
Initial Block Size 2.0 MB
|
224 |
+
Used Block Count 2
|
225 |
+
Overflow Count (too large) 0
|
226 |
+
Overflow Count (full) 0
|
227 |
+
[ALLOC_TEMP_JOB_ASYNC (Background)]
|
228 |
+
Initial Block Size 1.0 MB
|
229 |
+
Used Block Count 3
|
230 |
+
Overflow Count (too large) 0
|
231 |
+
Overflow Count (full) 0
|
232 |
+
[ALLOC_GFX] Dual Thread Allocator
|
233 |
+
Peak main deferred allocation count 0
|
234 |
+
[ALLOC_BUCKET]
|
235 |
+
Large Block size 4.0 MB
|
236 |
+
Used Block count 1
|
237 |
+
Peak Allocated bytes 1.0 MB
|
238 |
+
[ALLOC_GFX_MAIN]
|
239 |
+
Peak usage frame count: [32.0 KB-64.0 KB]: 64120 frames, [64.0 KB-128.0 KB]: 1 frames
|
240 |
+
Requested Block Size 16.0 MB
|
241 |
+
Peak Block count 1
|
242 |
+
Peak Allocated memory 65.6 KB
|
243 |
+
Peak Large allocation bytes 0 B
|
244 |
+
[ALLOC_GFX_THREAD]
|
245 |
+
Peak usage frame count: [128.0 KB-256.0 KB]: 64121 frames
|
246 |
+
Requested Block Size 16.0 MB
|
247 |
+
Peak Block count 1
|
248 |
+
Peak Allocated memory 173.5 KB
|
249 |
+
Peak Large allocation bytes 0 B
|
250 |
+
[ALLOC_CACHEOBJECTS] Dual Thread Allocator
|
251 |
+
Peak main deferred allocation count 0
|
252 |
+
[ALLOC_BUCKET]
|
253 |
+
Large Block size 4.0 MB
|
254 |
+
Used Block count 1
|
255 |
+
Peak Allocated bytes 1.0 MB
|
256 |
+
[ALLOC_CACHEOBJECTS_MAIN]
|
257 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 64121 frames
|
258 |
+
Requested Block Size 4.0 MB
|
259 |
+
Peak Block count 1
|
260 |
+
Peak Allocated memory 0.6 MB
|
261 |
+
Peak Large allocation bytes 0 B
|
262 |
+
[ALLOC_CACHEOBJECTS_THREAD]
|
263 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 64120 frames, [2.0 MB-4.0 MB]: 1 frames
|
264 |
+
Requested Block Size 4.0 MB
|
265 |
+
Peak Block count 1
|
266 |
+
Peak Allocated memory 4.0 MB
|
267 |
+
Peak Large allocation bytes 0 B
|
268 |
+
[ALLOC_TYPETREE] Dual Thread Allocator
|
269 |
+
Peak main deferred allocation count 0
|
270 |
+
[ALLOC_BUCKET]
|
271 |
+
Large Block size 4.0 MB
|
272 |
+
Used Block count 1
|
273 |
+
Peak Allocated bytes 1.0 MB
|
274 |
+
[ALLOC_TYPETREE_MAIN]
|
275 |
+
Peak usage frame count: [0-1.0 KB]: 64121 frames
|
276 |
+
Requested Block Size 2.0 MB
|
277 |
+
Peak Block count 1
|
278 |
+
Peak Allocated memory 1.0 KB
|
279 |
+
Peak Large allocation bytes 0 B
|
280 |
+
[ALLOC_TYPETREE_THREAD]
|
281 |
+
Peak usage frame count: [1.0 KB-2.0 KB]: 64120 frames, [2.0 KB-4.0 KB]: 1 frames
|
282 |
+
Requested Block Size 2.0 MB
|
283 |
+
Peak Block count 1
|
284 |
+
Peak Allocated memory 2.2 KB
|
285 |
+
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": 1.89511239528656,
|
6 |
+
"min": 1.892006516456604,
|
7 |
+
"max": 2.8243913650512695,
|
8 |
+
"count": 341
|
9 |
+
},
|
10 |
+
"SoccerTwos.Policy.Entropy.sum": {
|
11 |
+
"value": 38569.328125,
|
12 |
+
"min": 30679.59765625,
|
13 |
+
"max": 63018.2109375,
|
14 |
+
"count": 341
|
15 |
+
},
|
16 |
+
"SoccerTwos.Environment.EpisodeLength.mean": {
|
17 |
+
"value": 56.1764705882353,
|
18 |
+
"min": 45.2962962962963,
|
19 |
+
"max": 96.26415094339623,
|
20 |
+
"count": 341
|
21 |
+
},
|
22 |
+
"SoccerTwos.Environment.EpisodeLength.sum": {
|
23 |
+
"value": 19100.0,
|
24 |
+
"min": 9188.0,
|
25 |
+
"max": 21032.0,
|
26 |
+
"count": 341
|
27 |
+
},
|
28 |
+
"SoccerTwos.Self-play.ELO.mean": {
|
29 |
+
"value": 1456.9766759258182,
|
30 |
+
"min": 1200.753451818118,
|
31 |
+
"max": 1473.2705063396845,
|
32 |
+
"count": 341
|
33 |
+
},
|
34 |
+
"SoccerTwos.Self-play.ELO.sum": {
|
35 |
+
"value": 247686.03490738908,
|
36 |
+
"min": 74446.71401272331,
|
37 |
+
"max": 297400.5267863602,
|
38 |
+
"count": 341
|
39 |
+
},
|
40 |
+
"SoccerTwos.Step.mean": {
|
41 |
+
"value": 4999994.0,
|
42 |
+
"min": 1599983.0,
|
43 |
+
"max": 4999994.0,
|
44 |
+
"count": 341
|
45 |
+
},
|
46 |
+
"SoccerTwos.Step.sum": {
|
47 |
+
"value": 4999994.0,
|
48 |
+
"min": 1599983.0,
|
49 |
+
"max": 4999994.0,
|
50 |
+
"count": 341
|
51 |
+
},
|
52 |
+
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
|
53 |
+
"value": -0.026926692575216293,
|
54 |
+
"min": -0.10447099804878235,
|
55 |
+
"max": 0.16931772232055664,
|
56 |
+
"count": 341
|
57 |
+
},
|
58 |
+
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
|
59 |
+
"value": -4.604464530944824,
|
60 |
+
"min": -16.193004608154297,
|
61 |
+
"max": 27.090835571289062,
|
62 |
+
"count": 341
|
63 |
+
},
|
64 |
+
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
|
65 |
+
"value": -0.027075206860899925,
|
66 |
+
"min": -0.1043173298239708,
|
67 |
+
"max": 0.1727178990840912,
|
68 |
+
"count": 341
|
69 |
+
},
|
70 |
+
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
|
71 |
+
"value": -4.6298604011535645,
|
72 |
+
"min": -16.169185638427734,
|
73 |
+
"max": 26.92464256286621,
|
74 |
+
"count": 341
|
75 |
+
},
|
76 |
+
"SoccerTwos.Environment.CumulativeReward.mean": {
|
77 |
+
"value": 0.0,
|
78 |
+
"min": 0.0,
|
79 |
+
"max": 0.0,
|
80 |
+
"count": 341
|
81 |
+
},
|
82 |
+
"SoccerTwos.Environment.CumulativeReward.sum": {
|
83 |
+
"value": 0.0,
|
84 |
+
"min": 0.0,
|
85 |
+
"max": 0.0,
|
86 |
+
"count": 341
|
87 |
+
},
|
88 |
+
"SoccerTwos.Policy.ExtrinsicReward.mean": {
|
89 |
+
"value": -0.1305883042296471,
|
90 |
+
"min": -0.38942064508315055,
|
91 |
+
"max": 0.40659866730372113,
|
92 |
+
"count": 341
|
93 |
+
},
|
94 |
+
"SoccerTwos.Policy.ExtrinsicReward.sum": {
|
95 |
+
"value": -22.330600023269653,
|
96 |
+
"min": -60.360199987888336,
|
97 |
+
"max": 60.98980009555817,
|
98 |
+
"count": 341
|
99 |
+
},
|
100 |
+
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
|
101 |
+
"value": -0.1305883042296471,
|
102 |
+
"min": -0.38942064508315055,
|
103 |
+
"max": 0.40659866730372113,
|
104 |
+
"count": 341
|
105 |
+
},
|
106 |
+
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
|
107 |
+
"value": -22.330600023269653,
|
108 |
+
"min": -60.360199987888336,
|
109 |
+
"max": 60.98980009555817,
|
110 |
+
"count": 341
|
111 |
+
},
|
112 |
+
"SoccerTwos.IsTraining.mean": {
|
113 |
+
"value": 1.0,
|
114 |
+
"min": 1.0,
|
115 |
+
"max": 1.0,
|
116 |
+
"count": 341
|
117 |
+
},
|
118 |
+
"SoccerTwos.IsTraining.sum": {
|
119 |
+
"value": 1.0,
|
120 |
+
"min": 1.0,
|
121 |
+
"max": 1.0,
|
122 |
+
"count": 341
|
123 |
+
},
|
124 |
+
"SoccerTwos.Losses.PolicyLoss.mean": {
|
125 |
+
"value": 0.01803958823957146,
|
126 |
+
"min": 0.011576592281926423,
|
127 |
+
"max": 0.022771943740857146,
|
128 |
+
"count": 165
|
129 |
+
},
|
130 |
+
"SoccerTwos.Losses.PolicyLoss.sum": {
|
131 |
+
"value": 0.01803958823957146,
|
132 |
+
"min": 0.011576592281926423,
|
133 |
+
"max": 0.022771943740857146,
|
134 |
+
"count": 165
|
135 |
+
},
|
136 |
+
"SoccerTwos.Losses.ValueLoss.mean": {
|
137 |
+
"value": 0.10738372777899106,
|
138 |
+
"min": 0.06294741444289684,
|
139 |
+
"max": 0.11842824667692184,
|
140 |
+
"count": 165
|
141 |
+
},
|
142 |
+
"SoccerTwos.Losses.ValueLoss.sum": {
|
143 |
+
"value": 0.10738372777899106,
|
144 |
+
"min": 0.06294741444289684,
|
145 |
+
"max": 0.11842824667692184,
|
146 |
+
"count": 165
|
147 |
+
},
|
148 |
+
"SoccerTwos.Losses.BaselineLoss.mean": {
|
149 |
+
"value": 0.10814922774831454,
|
150 |
+
"min": 0.06522007534901302,
|
151 |
+
"max": 0.12055051649610202,
|
152 |
+
"count": 165
|
153 |
+
},
|
154 |
+
"SoccerTwos.Losses.BaselineLoss.sum": {
|
155 |
+
"value": 0.10814922774831454,
|
156 |
+
"min": 0.06522007534901302,
|
157 |
+
"max": 0.12055051649610202,
|
158 |
+
"count": 165
|
159 |
+
},
|
160 |
+
"SoccerTwos.Policy.LearningRate.mean": {
|
161 |
+
"value": 0.0003,
|
162 |
+
"min": 0.0003,
|
163 |
+
"max": 0.0003,
|
164 |
+
"count": 165
|
165 |
+
},
|
166 |
+
"SoccerTwos.Policy.LearningRate.sum": {
|
167 |
+
"value": 0.0003,
|
168 |
+
"min": 0.0003,
|
169 |
+
"max": 0.0003,
|
170 |
+
"count": 165
|
171 |
+
},
|
172 |
+
"SoccerTwos.Policy.Epsilon.mean": {
|
173 |
+
"value": 0.20000000000000007,
|
174 |
+
"min": 0.20000000000000007,
|
175 |
+
"max": 0.20000000000000007,
|
176 |
+
"count": 165
|
177 |
+
},
|
178 |
+
"SoccerTwos.Policy.Epsilon.sum": {
|
179 |
+
"value": 0.20000000000000007,
|
180 |
+
"min": 0.20000000000000007,
|
181 |
+
"max": 0.20000000000000007,
|
182 |
+
"count": 165
|
183 |
+
},
|
184 |
+
"SoccerTwos.Policy.Beta.mean": {
|
185 |
+
"value": 0.005000000000000001,
|
186 |
+
"min": 0.005000000000000001,
|
187 |
+
"max": 0.005000000000000001,
|
188 |
+
"count": 165
|
189 |
+
},
|
190 |
+
"SoccerTwos.Policy.Beta.sum": {
|
191 |
+
"value": 0.005000000000000001,
|
192 |
+
"min": 0.005000000000000001,
|
193 |
+
"max": 0.005000000000000001,
|
194 |
+
"count": 165
|
195 |
+
}
|
196 |
+
},
|
197 |
+
"metadata": {
|
198 |
+
"timer_format_version": "0.1.0",
|
199 |
+
"start_time_seconds": "1683125456",
|
200 |
+
"python_version": "3.9.16 (main, Apr 12 2023, 06:58:15) \n[GCC 10.2.1 20210110]",
|
201 |
+
"command_line_arguments": "/home/adsp/.local/bin/mlagents-learn /app/ml-agents/config/poca/SoccerTwos.yaml --env=/app/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos.x86_64 --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+cu102",
|
206 |
+
"numpy_version": "1.21.2",
|
207 |
+
"end_time_seconds": "1683140860"
|
208 |
+
},
|
209 |
+
"total": 15404.432427102998,
|
210 |
+
"count": 1,
|
211 |
+
"self": 1.0703080339990265,
|
212 |
+
"children": {
|
213 |
+
"run_training.setup": {
|
214 |
+
"total": 0.10486504899745341,
|
215 |
+
"count": 1,
|
216 |
+
"self": 0.10486504899745341
|
217 |
+
},
|
218 |
+
"TrainerController.start_learning": {
|
219 |
+
"total": 15403.257254020002,
|
220 |
+
"count": 1,
|
221 |
+
"self": 9.04038139448312,
|
222 |
+
"children": {
|
223 |
+
"TrainerController._reset_env": {
|
224 |
+
"total": 7.476176213011058,
|
225 |
+
"count": 19,
|
226 |
+
"self": 7.476176213011058
|
227 |
+
},
|
228 |
+
"TrainerController.advance": {
|
229 |
+
"total": 15386.263407515504,
|
230 |
+
"count": 235045,
|
231 |
+
"self": 9.114757363415265,
|
232 |
+
"children": {
|
233 |
+
"env_step": {
|
234 |
+
"total": 7688.107387421751,
|
235 |
+
"count": 235045,
|
236 |
+
"self": 6578.805474653163,
|
237 |
+
"children": {
|
238 |
+
"SubprocessEnvManager._take_step": {
|
239 |
+
"total": 1104.0708160741196,
|
240 |
+
"count": 235045,
|
241 |
+
"self": 49.36402941972847,
|
242 |
+
"children": {
|
243 |
+
"TorchPolicy.evaluate": {
|
244 |
+
"total": 1054.7067866543912,
|
245 |
+
"count": 427478,
|
246 |
+
"self": 1054.7067866543912
|
247 |
+
}
|
248 |
+
}
|
249 |
+
},
|
250 |
+
"workers": {
|
251 |
+
"total": 5.231096694467851,
|
252 |
+
"count": 235045,
|
253 |
+
"self": 0.0,
|
254 |
+
"children": {
|
255 |
+
"worker_root": {
|
256 |
+
"total": 15380.026597102653,
|
257 |
+
"count": 235045,
|
258 |
+
"is_parallel": true,
|
259 |
+
"self": 9709.074355397239,
|
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": 0.0032993249951687176,
|
269 |
+
"count": 2,
|
270 |
+
"is_parallel": true,
|
271 |
+
"self": 0.001234794999618316,
|
272 |
+
"children": {
|
273 |
+
"_process_rank_one_or_two_observation": {
|
274 |
+
"total": 0.0020645299955504015,
|
275 |
+
"count": 8,
|
276 |
+
"is_parallel": true,
|
277 |
+
"self": 0.0020645299955504015
|
278 |
+
}
|
279 |
+
}
|
280 |
+
},
|
281 |
+
"UnityEnvironment.step": {
|
282 |
+
"total": 0.03656409200266353,
|
283 |
+
"count": 1,
|
284 |
+
"is_parallel": true,
|
285 |
+
"self": 0.0005529510017368011,
|
286 |
+
"children": {
|
287 |
+
"UnityEnvironment._generate_step_input": {
|
288 |
+
"total": 0.0006767390004824847,
|
289 |
+
"count": 1,
|
290 |
+
"is_parallel": true,
|
291 |
+
"self": 0.0006767390004824847
|
292 |
+
},
|
293 |
+
"communicator.exchange": {
|
294 |
+
"total": 0.03357730800053105,
|
295 |
+
"count": 1,
|
296 |
+
"is_parallel": true,
|
297 |
+
"self": 0.03357730800053105
|
298 |
+
},
|
299 |
+
"steps_from_proto": {
|
300 |
+
"total": 0.0017570939999131951,
|
301 |
+
"count": 2,
|
302 |
+
"is_parallel": true,
|
303 |
+
"self": 0.0005512310017365962,
|
304 |
+
"children": {
|
305 |
+
"_process_rank_one_or_two_observation": {
|
306 |
+
"total": 0.001205862998176599,
|
307 |
+
"count": 8,
|
308 |
+
"is_parallel": true,
|
309 |
+
"self": 0.001205862998176599
|
310 |
+
}
|
311 |
+
}
|
312 |
+
}
|
313 |
+
}
|
314 |
+
}
|
315 |
+
}
|
316 |
+
},
|
317 |
+
"steps_from_proto": {
|
318 |
+
"total": 0.04209388899471378,
|
319 |
+
"count": 36,
|
320 |
+
"is_parallel": true,
|
321 |
+
"self": 0.009978665017115418,
|
322 |
+
"children": {
|
323 |
+
"_process_rank_one_or_two_observation": {
|
324 |
+
"total": 0.03211522397759836,
|
325 |
+
"count": 144,
|
326 |
+
"is_parallel": true,
|
327 |
+
"self": 0.03211522397759836
|
328 |
+
}
|
329 |
+
}
|
330 |
+
},
|
331 |
+
"UnityEnvironment.step": {
|
332 |
+
"total": 5670.910147816419,
|
333 |
+
"count": 235044,
|
334 |
+
"is_parallel": true,
|
335 |
+
"self": 183.23382215515448,
|
336 |
+
"children": {
|
337 |
+
"UnityEnvironment._generate_step_input": {
|
338 |
+
"total": 182.30120748986883,
|
339 |
+
"count": 235044,
|
340 |
+
"is_parallel": true,
|
341 |
+
"self": 182.30120748986883
|
342 |
+
},
|
343 |
+
"communicator.exchange": {
|
344 |
+
"total": 4756.575452810019,
|
345 |
+
"count": 235044,
|
346 |
+
"is_parallel": true,
|
347 |
+
"self": 4756.575452810019
|
348 |
+
},
|
349 |
+
"steps_from_proto": {
|
350 |
+
"total": 548.7996653613773,
|
351 |
+
"count": 470088,
|
352 |
+
"is_parallel": true,
|
353 |
+
"self": 121.60939962816337,
|
354 |
+
"children": {
|
355 |
+
"_process_rank_one_or_two_observation": {
|
356 |
+
"total": 427.1902657332139,
|
357 |
+
"count": 1880352,
|
358 |
+
"is_parallel": true,
|
359 |
+
"self": 427.1902657332139
|
360 |
+
}
|
361 |
+
}
|
362 |
+
}
|
363 |
+
}
|
364 |
+
}
|
365 |
+
}
|
366 |
+
}
|
367 |
+
}
|
368 |
+
}
|
369 |
+
}
|
370 |
+
},
|
371 |
+
"trainer_advance": {
|
372 |
+
"total": 7689.041262730338,
|
373 |
+
"count": 235045,
|
374 |
+
"self": 56.77233547742435,
|
375 |
+
"children": {
|
376 |
+
"process_trajectory": {
|
377 |
+
"total": 1249.1278160858892,
|
378 |
+
"count": 235045,
|
379 |
+
"self": 1246.2654086348848,
|
380 |
+
"children": {
|
381 |
+
"RLTrainer._checkpoint": {
|
382 |
+
"total": 2.862407451004401,
|
383 |
+
"count": 7,
|
384 |
+
"self": 2.862407451004401
|
385 |
+
}
|
386 |
+
}
|
387 |
+
},
|
388 |
+
"_update_policy": {
|
389 |
+
"total": 6383.141111167024,
|
390 |
+
"count": 165,
|
391 |
+
"self": 766.2891626709243,
|
392 |
+
"children": {
|
393 |
+
"TorchPOCAOptimizer.update": {
|
394 |
+
"total": 5616.8519484961,
|
395 |
+
"count": 4950,
|
396 |
+
"self": 5616.8519484961
|
397 |
+
}
|
398 |
+
}
|
399 |
+
}
|
400 |
+
}
|
401 |
+
}
|
402 |
+
}
|
403 |
+
},
|
404 |
+
"trainer_threads": {
|
405 |
+
"total": 1.239000994246453e-06,
|
406 |
+
"count": 1,
|
407 |
+
"self": 1.239000994246453e-06
|
408 |
+
},
|
409 |
+
"TrainerController._save_models": {
|
410 |
+
"total": 0.4772876580027514,
|
411 |
+
"count": 1,
|
412 |
+
"self": 0.1403382570060785,
|
413 |
+
"children": {
|
414 |
+
"RLTrainer._checkpoint": {
|
415 |
+
"total": 0.3369494009966729,
|
416 |
+
"count": 1,
|
417 |
+
"self": 0.3369494009966729
|
418 |
+
}
|
419 |
+
}
|
420 |
+
}
|
421 |
+
}
|
422 |
+
}
|
423 |
+
}
|
424 |
+
}
|
run_logs/training_status.json
ADDED
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"metadata": {
|
3 |
+
"stats_format_version": "0.3.0",
|
4 |
+
"mlagents_version": "0.31.0.dev0",
|
5 |
+
"torch_version": "1.11.0+cu102"
|
6 |
+
},
|
7 |
+
"SoccerTwos": {
|
8 |
+
"checkpoints": [
|
9 |
+
{
|
10 |
+
"steps": 3499851,
|
11 |
+
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-3499851.onnx",
|
12 |
+
"reward": 0.0,
|
13 |
+
"creation_time": 1683134646.4068623,
|
14 |
+
"auxillary_file_paths": [
|
15 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-3499851.pt"
|
16 |
+
]
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"steps": 3999895,
|
20 |
+
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-3999895.onnx",
|
21 |
+
"reward": 0.0,
|
22 |
+
"creation_time": 1683136739.4324503,
|
23 |
+
"auxillary_file_paths": [
|
24 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-3999895.pt"
|
25 |
+
]
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"steps": 4499866,
|
29 |
+
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-4499866.onnx",
|
30 |
+
"reward": 0.0,
|
31 |
+
"creation_time": 1683138840.3082354,
|
32 |
+
"auxillary_file_paths": [
|
33 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-4499866.pt"
|
34 |
+
]
|
35 |
+
},
|
36 |
+
{
|
37 |
+
"steps": 4999994,
|
38 |
+
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-4999994.onnx",
|
39 |
+
"reward": 0.0,
|
40 |
+
"creation_time": 1683140858.976987,
|
41 |
+
"auxillary_file_paths": [
|
42 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-4999994.pt"
|
43 |
+
]
|
44 |
+
},
|
45 |
+
{
|
46 |
+
"steps": 5000104,
|
47 |
+
"file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-5000104.onnx",
|
48 |
+
"reward": 0.0,
|
49 |
+
"creation_time": 1683140859.3395991,
|
50 |
+
"auxillary_file_paths": [
|
51 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-5000104.pt"
|
52 |
+
]
|
53 |
+
}
|
54 |
+
],
|
55 |
+
"elo": 1454.0053789241167,
|
56 |
+
"final_checkpoint": {
|
57 |
+
"steps": 5000104,
|
58 |
+
"file_path": "results/SoccerTwos/SoccerTwos.onnx",
|
59 |
+
"reward": 0.0,
|
60 |
+
"creation_time": 1683140859.3395991,
|
61 |
+
"auxillary_file_paths": [
|
62 |
+
"results/SoccerTwos/SoccerTwos/SoccerTwos-5000104.pt"
|
63 |
+
]
|
64 |
+
}
|
65 |
+
}
|
66 |
+
}
|