Upload folder using huggingface_hub
Browse files- .DS_Store +0 -0
- .gitattributes +0 -1
- README.md +33 -1
- SoccerTwos.onnx +3 -0
- SoccerTwos/SoccerTwos-1499646.onnx +3 -0
- SoccerTwos/SoccerTwos-1499646.pt +3 -0
- SoccerTwos/SoccerTwos-15999996.onnx +3 -0
- SoccerTwos/SoccerTwos-15999996.pt +3 -0
- SoccerTwos/SoccerTwos-16499986.onnx +3 -0
- SoccerTwos/SoccerTwos-16499986.pt +3 -0
- SoccerTwos/SoccerTwos-16999964.onnx +3 -0
- SoccerTwos/SoccerTwos-16999964.pt +3 -0
- SoccerTwos/SoccerTwos-1721156.onnx +3 -0
- SoccerTwos/SoccerTwos-1721156.pt +3 -0
- SoccerTwos/SoccerTwos-17499980.onnx +3 -0
- SoccerTwos/SoccerTwos-17499980.pt +3 -0
- SoccerTwos/SoccerTwos-17994130.onnx +3 -0
- SoccerTwos/SoccerTwos-17994130.pt +3 -0
- SoccerTwos/SoccerTwos-2499896.pt +3 -0
- SoccerTwos/SoccerTwos-499902.onnx +3 -0
- SoccerTwos/SoccerTwos-499902.pt +3 -0
- SoccerTwos/SoccerTwos-50002.onnx +3 -0
- SoccerTwos/SoccerTwos-50002.pt +3 -0
- SoccerTwos/SoccerTwos-999280.onnx +3 -0
- SoccerTwos/SoccerTwos-999280.pt +3 -0
- SoccerTwos/checkpoint.pt +3 -0
- SoccerTwos/events.out.tfevents.1678022504.Ryuwukijano.1976.0 +3 -0
- SoccerTwos/events.out.tfevents.1678022893.Ryuwukijano.39292.0 +3 -0
- SoccerTwos/events.out.tfevents.1678023526.Ryuwukijano.21628.0 +3 -0
- SoccerTwos/events.out.tfevents.1689609655.Ryuwukijano.7468.0 +3 -0
- SoccerTwos/events.out.tfevents.1689619074.Ryuwukijano.14768.0 +3 -0
- SoccerTwos/events.out.tfevents.1689619680.Ryuwukijano.13348.0 +3 -0
- config.json +1 -0
- configuration.yaml +82 -0
- run_logs/Player-0.log +581 -0
- run_logs/timers.json +368 -0
- run_logs/training_status.json +66 -0
.DS_Store
ADDED
Binary file (6.15 kB). View file
|
|
.gitattributes
CHANGED
@@ -25,7 +25,6 @@
|
|
25 |
*.safetensors filter=lfs diff=lfs merge=lfs -text
|
26 |
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
27 |
*.tar.* filter=lfs diff=lfs merge=lfs -text
|
28 |
-
*.tar filter=lfs diff=lfs merge=lfs -text
|
29 |
*.tflite filter=lfs diff=lfs merge=lfs -text
|
30 |
*.tgz filter=lfs diff=lfs merge=lfs -text
|
31 |
*.wasm filter=lfs diff=lfs merge=lfs -text
|
|
|
25 |
*.safetensors filter=lfs diff=lfs merge=lfs -text
|
26 |
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
27 |
*.tar.* filter=lfs diff=lfs merge=lfs -text
|
|
|
28 |
*.tflite filter=lfs diff=lfs merge=lfs -text
|
29 |
*.tgz filter=lfs diff=lfs merge=lfs -text
|
30 |
*.wasm filter=lfs diff=lfs merge=lfs -text
|
README.md
CHANGED
@@ -1,3 +1,35 @@
|
|
1 |
---
|
2 |
-
|
|
|
|
|
|
|
|
|
|
|
3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
+
library_name: ml-agents
|
3 |
+
tags:
|
4 |
+
- SoccerTwos
|
5 |
+
- deep-reinforcement-learning
|
6 |
+
- reinforcement-learning
|
7 |
+
- ML-Agents-SoccerTwos
|
8 |
---
|
9 |
+
|
10 |
+
# **poca** Agent playing **SoccerTwos**
|
11 |
+
This is a trained model of a **poca** agent playing **SoccerTwos**
|
12 |
+
using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
|
13 |
+
|
14 |
+
## Usage (with ML-Agents)
|
15 |
+
The Documentation: https://unity-technologies.github.io/ml-agents/ML-Agents-Toolkit-Documentation/
|
16 |
+
|
17 |
+
We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
|
18 |
+
- A *short tutorial* where you teach Huggy the Dog 🐶 to fetch the stick and then play with him directly in your
|
19 |
+
browser: https://huggingface.co/learn/deep-rl-course/unitbonus1/introduction
|
20 |
+
- A *longer tutorial* to understand how works ML-Agents:
|
21 |
+
https://huggingface.co/learn/deep-rl-course/unit5/introduction
|
22 |
+
|
23 |
+
### Resume the training
|
24 |
+
```bash
|
25 |
+
mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
|
26 |
+
```
|
27 |
+
|
28 |
+
### Watch your Agent play
|
29 |
+
You can watch your agent **playing directly in your browser**
|
30 |
+
|
31 |
+
1. If the environment is part of ML-Agents official environments, go to https://huggingface.co/unity
|
32 |
+
2. Step 1: Find your model_id: Ryukijano/poca-SoccerTwos
|
33 |
+
3. Step 2: Select your *.nn /*.onnx file
|
34 |
+
4. Click on Watch the agent play 👀
|
35 |
+
|
SoccerTwos.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:04c181407bf3b6aa3277897ecfa0ab9a0dbec561db5f2bbd0bcf58ce2e77088a
|
3 |
+
size 132
|
SoccerTwos/SoccerTwos-1499646.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ee265f5af984cc2d97f0caf36cb32ffad67f3cd0ad65c5de42396987e7b385bc
|
3 |
+
size 133
|
SoccerTwos/SoccerTwos-1499646.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:55a28cef5269585bd4f6ae33d437251c58a2fdb56bce7d2e957e45c6ad05a172
|
3 |
+
size 134
|
SoccerTwos/SoccerTwos-15999996.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:35dfdd3b7038ff50159eed9806be092a80a6efab12065ca28780cfaf3806e291
|
3 |
+
size 132
|
SoccerTwos/SoccerTwos-15999996.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2aeb0407818cc969a93773372be372e9614cbf3885c6ed8a76b7ccd8f2327c03
|
3 |
+
size 133
|
SoccerTwos/SoccerTwos-16499986.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b4fea15b7de8b4e545f8c81133ec94760468efde95e8de1e0afdfe4c746cb36b
|
3 |
+
size 132
|
SoccerTwos/SoccerTwos-16499986.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:299d6235a8b34e54b8bd6c4c727f8b6cf5845a4dafba8b06765fbe191ba6a061
|
3 |
+
size 133
|
SoccerTwos/SoccerTwos-16999964.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:425400335d87f738a5914e18fa81b157351229b83a6343e189967d24eefb7bcf
|
3 |
+
size 132
|
SoccerTwos/SoccerTwos-16999964.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b318b0951e73e583d6163e9fc363d50900023fb90f5d034059b665823c232c84
|
3 |
+
size 133
|
SoccerTwos/SoccerTwos-1721156.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bf1146b63a2d923eee3f8cdf265959d4fa19ad409b87b4f6c2f34bc59c495623
|
3 |
+
size 133
|
SoccerTwos/SoccerTwos-1721156.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7acfa5d5e2dbba2c2d308726dfda34ac9238ddb50e11e10d10532fda7a2d2011
|
3 |
+
size 134
|
SoccerTwos/SoccerTwos-17499980.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e1bab57fbbcd5d8c5a3572ddfd121490c60cc77d48abdbd3ec33bd520d61d70a
|
3 |
+
size 132
|
SoccerTwos/SoccerTwos-17499980.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:64c7370db235901534c45d282aa7722d20653cdff48b11bbd7a181451fd3f3cf
|
3 |
+
size 133
|
SoccerTwos/SoccerTwos-17994130.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:04c181407bf3b6aa3277897ecfa0ab9a0dbec561db5f2bbd0bcf58ce2e77088a
|
3 |
+
size 132
|
SoccerTwos/SoccerTwos-17994130.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:95463ab2072d1bf21dc75352f67f2eab541858b3109e292916eab71919a50b76
|
3 |
+
size 133
|
SoccerTwos/SoccerTwos-2499896.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6baff4b28de90bf9f6ab7d68ab286f7f8d4b97e0dc1a4ac77d257293211de92e
|
3 |
+
size 133
|
SoccerTwos/SoccerTwos-499902.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:98072b2e038cf0d63cbb1cbf82e154aee3ef5f5430177f733b414c49283dea84
|
3 |
+
size 133
|
SoccerTwos/SoccerTwos-499902.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6071e1e114fba5a57db33aad6f0b5fb83a120123c2099bfec016879a0784fba1
|
3 |
+
size 134
|
SoccerTwos/SoccerTwos-50002.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:20a9cb2325262f39552736232beecb526458fa9b974766a564c4b83ed7f31fc1
|
3 |
+
size 133
|
SoccerTwos/SoccerTwos-50002.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:29c06a41e447829e6ef53c85c1c56687db4f3e9512a499a66e5c1ca279c59205
|
3 |
+
size 134
|
SoccerTwos/SoccerTwos-999280.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:da1f5924a0a7d2922473c9254f2beb7dcfb05d31fac5eb60fbf14aed16455511
|
3 |
+
size 133
|
SoccerTwos/SoccerTwos-999280.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:389f42b9c59ff68c81d3118fe88d736474eeca0790bac7b289977824d40f98e8
|
3 |
+
size 134
|
SoccerTwos/checkpoint.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6b309c2c94b662d15094449f809d508ecb39183f735f4c07bfcb701fcc9a6ac7
|
3 |
+
size 133
|
SoccerTwos/events.out.tfevents.1678022504.Ryuwukijano.1976.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d254a1fe4e11b9a29e9418606ef45d40eacd68e7e2412ec80f712f5198d918de
|
3 |
+
size 130
|
SoccerTwos/events.out.tfevents.1678022893.Ryuwukijano.39292.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dbe63d5995a4c77e46b15340dd6480efc6f035c536311288ca7c6afb86c8c3b1
|
3 |
+
size 130
|
SoccerTwos/events.out.tfevents.1678023526.Ryuwukijano.21628.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f69e3864c79361ce656ab3e052be6ce6b33668064a2e6311f73ba021fc9c32be
|
3 |
+
size 132
|
SoccerTwos/events.out.tfevents.1689609655.Ryuwukijano.7468.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:850ee31187da3573fc23d5fd544575448482ff2182c8d3beb17030720efc304d
|
3 |
+
size 132
|
SoccerTwos/events.out.tfevents.1689619074.Ryuwukijano.14768.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fbf911d159fa109e557651e61bfc45946ad65aafb3070a63f41806ddfc3cd26f
|
3 |
+
size 130
|
SoccerTwos/events.out.tfevents.1689619680.Ryuwukijano.13348.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0fc7f2c377dc29446b59749b28fccd3df6e075720f7909306cc85e94473fdf9f
|
3 |
+
size 133
|
config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 5120, "buffer_size": 409600, "learning_rate": 0.0003, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 10, "learning_rate_schedule": "constant", "beta_schedule": "constant", "epsilon_schedule": "constant"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 512, "num_layers": 4, "vis_encode_type": "nature_cnn", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.99, "strength": 1.0, "network_settings": {"normalize": false, "hidden_units": 128, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 100000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 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": "./training-envs-executables/SoccerTwos.exe", "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": false}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos_ultimate_poca", "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: 5120
|
7 |
+
buffer_size: 409600
|
8 |
+
learning_rate: 0.0003
|
9 |
+
beta: 0.005
|
10 |
+
epsilon: 0.2
|
11 |
+
lambd: 0.95
|
12 |
+
num_epoch: 10
|
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: 4
|
21 |
+
vis_encode_type: nature_cnn
|
22 |
+
memory: null
|
23 |
+
goal_conditioning_type: hyper
|
24 |
+
deterministic: false
|
25 |
+
reward_signals:
|
26 |
+
extrinsic:
|
27 |
+
gamma: 0.99
|
28 |
+
strength: 1.0
|
29 |
+
network_settings:
|
30 |
+
normalize: false
|
31 |
+
hidden_units: 128
|
32 |
+
num_layers: 2
|
33 |
+
vis_encode_type: simple
|
34 |
+
memory: null
|
35 |
+
goal_conditioning_type: hyper
|
36 |
+
deterministic: false
|
37 |
+
init_path: null
|
38 |
+
keep_checkpoints: 5
|
39 |
+
even_checkpoints: false
|
40 |
+
max_steps: 100000000
|
41 |
+
time_horizon: 1000
|
42 |
+
summary_freq: 10000
|
43 |
+
threaded: false
|
44 |
+
self_play:
|
45 |
+
save_steps: 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: ./training-envs-executables/SoccerTwos.exe
|
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: false
|
70 |
+
environment_parameters: null
|
71 |
+
checkpoint_settings:
|
72 |
+
run_id: SoccerTwos_ultimate_poca
|
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 +1,581 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Mono path[0] = 'I:/WORK/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
|
2 |
+
Mono config path = 'I:/WORK/ml-agents/training-envs-executables/SoccerTwos/MonoBleedingEdge/etc'
|
3 |
+
Initialize engine version: 2021.3.14f1 (eee1884e7226)
|
4 |
+
[Subsystems] Discovering subsystems at path I:/WORK/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
|
5 |
+
GfxDevice: creating device client; threaded=1; jobified=0
|
6 |
+
Direct3D:
|
7 |
+
Version: Direct3D 11.0 [level 11.1]
|
8 |
+
Renderer: NVIDIA GeForce GTX 1080 Ti (ID=0x1b06)
|
9 |
+
Vendor: NVIDIA
|
10 |
+
VRAM: 11121 MB
|
11 |
+
Driver: 31.0.15.4531
|
12 |
+
Begin MonoManager ReloadAssembly
|
13 |
+
- Completed reload, in 0.123 seconds
|
14 |
+
<RI> Initializing input.
|
15 |
+
New input system (experimental) initialized
|
16 |
+
Using XInput
|
17 |
+
<RI> Input initialized.
|
18 |
+
<RI> Initialized touch support.
|
19 |
+
Direct3D: detected that using refresh rate causes time drift. Will stop trusting refresh rate until the game window is moved.
|
20 |
+
Direct3D: detected that vsync is broken (it does not limit frame rate properly). Delta time will now be calculated using cpu-side time stampling until the game window is moved.
|
21 |
+
UnloadTime: 1.009500 ms
|
22 |
+
Registered Communicator in Agent.
|
23 |
+
Setting up 10 worker threads for Enlighten.
|
24 |
+
TOO LONG
|
25 |
+
TOO LONG
|
26 |
+
TOO LONG
|
27 |
+
TOO LONG
|
28 |
+
TOO LONG
|
29 |
+
TOO LONG
|
30 |
+
TOO LONG
|
31 |
+
TOO LONG
|
32 |
+
TOO LONG
|
33 |
+
TOO LONG
|
34 |
+
TOO LONG
|
35 |
+
TOO LONG
|
36 |
+
TOO LONG
|
37 |
+
TOO LONG
|
38 |
+
TOO LONG
|
39 |
+
TOO LONG
|
40 |
+
TOO LONG
|
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 |
+
TOO LONG
|
61 |
+
TOO LONG
|
62 |
+
TOO LONG
|
63 |
+
TOO LONG
|
64 |
+
TOO LONG
|
65 |
+
TOO LONG
|
66 |
+
TOO LONG
|
67 |
+
TOO LONG
|
68 |
+
TOO LONG
|
69 |
+
TOO LONG
|
70 |
+
TOO LONG
|
71 |
+
TOO LONG
|
72 |
+
TOO LONG
|
73 |
+
TOO LONG
|
74 |
+
TOO LONG
|
75 |
+
TOO LONG
|
76 |
+
TOO LONG
|
77 |
+
TOO LONG
|
78 |
+
TOO LONG
|
79 |
+
TOO LONG
|
80 |
+
TOO LONG
|
81 |
+
TOO LONG
|
82 |
+
TOO LONG
|
83 |
+
TOO LONG
|
84 |
+
TOO LONG
|
85 |
+
TOO LONG
|
86 |
+
TOO LONG
|
87 |
+
TOO LONG
|
88 |
+
TOO LONG
|
89 |
+
TOO LONG
|
90 |
+
TOO LONG
|
91 |
+
TOO LONG
|
92 |
+
TOO LONG
|
93 |
+
TOO LONG
|
94 |
+
TOO LONG
|
95 |
+
TOO LONG
|
96 |
+
TOO LONG
|
97 |
+
TOO LONG
|
98 |
+
TOO LONG
|
99 |
+
TOO LONG
|
100 |
+
TOO LONG
|
101 |
+
TOO LONG
|
102 |
+
TOO LONG
|
103 |
+
TOO LONG
|
104 |
+
TOO LONG
|
105 |
+
TOO LONG
|
106 |
+
TOO LONG
|
107 |
+
TOO LONG
|
108 |
+
TOO LONG
|
109 |
+
TOO LONG
|
110 |
+
TOO LONG
|
111 |
+
TOO LONG
|
112 |
+
TOO LONG
|
113 |
+
TOO LONG
|
114 |
+
TOO LONG
|
115 |
+
TOO LONG
|
116 |
+
TOO LONG
|
117 |
+
TOO LONG
|
118 |
+
TOO LONG
|
119 |
+
TOO LONG
|
120 |
+
TOO LONG
|
121 |
+
TOO LONG
|
122 |
+
TOO LONG
|
123 |
+
TOO LONG
|
124 |
+
TOO LONG
|
125 |
+
TOO LONG
|
126 |
+
TOO LONG
|
127 |
+
TOO LONG
|
128 |
+
TOO LONG
|
129 |
+
TOO LONG
|
130 |
+
TOO LONG
|
131 |
+
TOO LONG
|
132 |
+
TOO LONG
|
133 |
+
TOO LONG
|
134 |
+
TOO LONG
|
135 |
+
TOO LONG
|
136 |
+
TOO LONG
|
137 |
+
TOO LONG
|
138 |
+
TOO LONG
|
139 |
+
TOO LONG
|
140 |
+
TOO LONG
|
141 |
+
TOO LONG
|
142 |
+
TOO LONG
|
143 |
+
TOO LONG
|
144 |
+
TOO LONG
|
145 |
+
TOO LONG
|
146 |
+
TOO LONG
|
147 |
+
TOO LONG
|
148 |
+
TOO LONG
|
149 |
+
TOO LONG
|
150 |
+
TOO LONG
|
151 |
+
TOO LONG
|
152 |
+
TOO LONG
|
153 |
+
TOO LONG
|
154 |
+
TOO LONG
|
155 |
+
TOO LONG
|
156 |
+
TOO LONG
|
157 |
+
TOO LONG
|
158 |
+
TOO LONG
|
159 |
+
TOO LONG
|
160 |
+
TOO LONG
|
161 |
+
TOO LONG
|
162 |
+
TOO LONG
|
163 |
+
TOO LONG
|
164 |
+
TOO LONG
|
165 |
+
TOO LONG
|
166 |
+
TOO LONG
|
167 |
+
TOO LONG
|
168 |
+
TOO LONG
|
169 |
+
TOO LONG
|
170 |
+
TOO LONG
|
171 |
+
TOO LONG
|
172 |
+
TOO LONG
|
173 |
+
TOO LONG
|
174 |
+
TOO LONG
|
175 |
+
TOO LONG
|
176 |
+
TOO LONG
|
177 |
+
TOO LONG
|
178 |
+
TOO LONG
|
179 |
+
TOO LONG
|
180 |
+
TOO LONG
|
181 |
+
TOO LONG
|
182 |
+
TOO LONG
|
183 |
+
TOO LONG
|
184 |
+
TOO LONG
|
185 |
+
TOO LONG
|
186 |
+
TOO LONG
|
187 |
+
TOO LONG
|
188 |
+
TOO LONG
|
189 |
+
TOO LONG
|
190 |
+
TOO LONG
|
191 |
+
TOO LONG
|
192 |
+
TOO LONG
|
193 |
+
TOO LONG
|
194 |
+
TOO LONG
|
195 |
+
TOO LONG
|
196 |
+
TOO LONG
|
197 |
+
TOO LONG
|
198 |
+
TOO LONG
|
199 |
+
TOO LONG
|
200 |
+
TOO LONG
|
201 |
+
TOO LONG
|
202 |
+
TOO LONG
|
203 |
+
TOO LONG
|
204 |
+
TOO LONG
|
205 |
+
TOO LONG
|
206 |
+
TOO LONG
|
207 |
+
TOO LONG
|
208 |
+
TOO LONG
|
209 |
+
TOO LONG
|
210 |
+
TOO LONG
|
211 |
+
TOO LONG
|
212 |
+
TOO LONG
|
213 |
+
TOO LONG
|
214 |
+
TOO LONG
|
215 |
+
TOO LONG
|
216 |
+
TOO LONG
|
217 |
+
TOO LONG
|
218 |
+
TOO LONG
|
219 |
+
TOO LONG
|
220 |
+
TOO LONG
|
221 |
+
TOO LONG
|
222 |
+
TOO LONG
|
223 |
+
TOO LONG
|
224 |
+
TOO LONG
|
225 |
+
TOO LONG
|
226 |
+
TOO LONG
|
227 |
+
TOO LONG
|
228 |
+
TOO LONG
|
229 |
+
TOO LONG
|
230 |
+
TOO LONG
|
231 |
+
TOO LONG
|
232 |
+
TOO LONG
|
233 |
+
TOO LONG
|
234 |
+
TOO LONG
|
235 |
+
TOO LONG
|
236 |
+
TOO LONG
|
237 |
+
TOO LONG
|
238 |
+
TOO LONG
|
239 |
+
TOO LONG
|
240 |
+
TOO LONG
|
241 |
+
TOO LONG
|
242 |
+
TOO LONG
|
243 |
+
TOO LONG
|
244 |
+
TOO LONG
|
245 |
+
TOO LONG
|
246 |
+
TOO LONG
|
247 |
+
TOO LONG
|
248 |
+
TOO LONG
|
249 |
+
TOO LONG
|
250 |
+
TOO LONG
|
251 |
+
TOO LONG
|
252 |
+
TOO LONG
|
253 |
+
TOO LONG
|
254 |
+
TOO LONG
|
255 |
+
TOO LONG
|
256 |
+
TOO LONG
|
257 |
+
TOO LONG
|
258 |
+
TOO LONG
|
259 |
+
TOO LONG
|
260 |
+
TOO LONG
|
261 |
+
TOO LONG
|
262 |
+
TOO LONG
|
263 |
+
TOO LONG
|
264 |
+
TOO LONG
|
265 |
+
TOO LONG
|
266 |
+
TOO LONG
|
267 |
+
TOO LONG
|
268 |
+
TOO LONG
|
269 |
+
TOO LONG
|
270 |
+
TOO LONG
|
271 |
+
Memory Statistics:
|
272 |
+
[ALLOC_TEMP_TLS] TLS Allocator
|
273 |
+
StackAllocators :
|
274 |
+
[ALLOC_TEMP_MAIN]
|
275 |
+
Peak usage frame count: [8.0 KB-16.0 KB]: 292431 frames, [2.0 MB-4.0 MB]: 1 frames
|
276 |
+
Initial Block Size 4.0 MB
|
277 |
+
Current Block Size 4.0 MB
|
278 |
+
Peak Allocated Bytes 2.0 MB
|
279 |
+
Overflow Count 0
|
280 |
+
[ALLOC_TEMP_Job.Worker 18]
|
281 |
+
Initial Block Size 256.0 KB
|
282 |
+
Current Block Size 256.0 KB
|
283 |
+
Peak Allocated Bytes 1.5 KB
|
284 |
+
Overflow Count 0
|
285 |
+
[ALLOC_TEMP_Loading.PreloadManager]
|
286 |
+
Initial Block Size 256.0 KB
|
287 |
+
Current Block Size 256.0 KB
|
288 |
+
Peak Allocated Bytes 68.0 KB
|
289 |
+
Overflow Count 4
|
290 |
+
[ALLOC_TEMP_Background Job.Worker 8]
|
291 |
+
Initial Block Size 32.0 KB
|
292 |
+
Current Block Size 32.0 KB
|
293 |
+
Peak Allocated Bytes 54 B
|
294 |
+
Overflow Count 0
|
295 |
+
[ALLOC_TEMP_Background Job.Worker 10]
|
296 |
+
Initial Block Size 32.0 KB
|
297 |
+
Current Block Size 32.0 KB
|
298 |
+
Peak Allocated Bytes 54 B
|
299 |
+
Overflow Count 0
|
300 |
+
[ALLOC_TEMP_Job.Worker 16]
|
301 |
+
Initial Block Size 256.0 KB
|
302 |
+
Current Block Size 256.0 KB
|
303 |
+
Peak Allocated Bytes 1.5 KB
|
304 |
+
Overflow Count 0
|
305 |
+
[ALLOC_TEMP_Background Job.Worker 6]
|
306 |
+
Initial Block Size 32.0 KB
|
307 |
+
Current Block Size 32.0 KB
|
308 |
+
Peak Allocated Bytes 54 B
|
309 |
+
Overflow Count 0
|
310 |
+
[ALLOC_TEMP_Job.Worker 4]
|
311 |
+
Initial Block Size 256.0 KB
|
312 |
+
Current Block Size 256.0 KB
|
313 |
+
Peak Allocated Bytes 1.5 KB
|
314 |
+
Overflow Count 0
|
315 |
+
[ALLOC_TEMP_Job.Worker 17]
|
316 |
+
Initial Block Size 256.0 KB
|
317 |
+
Current Block Size 256.0 KB
|
318 |
+
Peak Allocated Bytes 1.5 KB
|
319 |
+
Overflow Count 0
|
320 |
+
[ALLOC_TEMP_Job.Worker 14]
|
321 |
+
Initial Block Size 256.0 KB
|
322 |
+
Current Block Size 256.0 KB
|
323 |
+
Peak Allocated Bytes 1.5 KB
|
324 |
+
Overflow Count 0
|
325 |
+
[ALLOC_TEMP_Job.Worker 3]
|
326 |
+
Initial Block Size 256.0 KB
|
327 |
+
Current Block Size 256.0 KB
|
328 |
+
Peak Allocated Bytes 1.5 KB
|
329 |
+
Overflow Count 0
|
330 |
+
[ALLOC_TEMP_Background Job.Worker 12]
|
331 |
+
Initial Block Size 32.0 KB
|
332 |
+
Current Block Size 32.0 KB
|
333 |
+
Peak Allocated Bytes 54 B
|
334 |
+
Overflow Count 0
|
335 |
+
[ALLOC_TEMP_Background Job.Worker 1]
|
336 |
+
Initial Block Size 32.0 KB
|
337 |
+
Current Block Size 32.0 KB
|
338 |
+
Peak Allocated Bytes 54 B
|
339 |
+
Overflow Count 0
|
340 |
+
[ALLOC_TEMP_AssetGarbageCollectorHelper] x 19
|
341 |
+
Initial Block Size 64.0 KB
|
342 |
+
Current Block Size 64.0 KB
|
343 |
+
Peak Allocated Bytes 0 B
|
344 |
+
Overflow Count 0
|
345 |
+
[ALLOC_TEMP_Background Job.Worker 5]
|
346 |
+
Initial Block Size 32.0 KB
|
347 |
+
Current Block Size 32.0 KB
|
348 |
+
Peak Allocated Bytes 54 B
|
349 |
+
Overflow Count 0
|
350 |
+
[ALLOC_TEMP_Background Job.Worker 13]
|
351 |
+
Initial Block Size 32.0 KB
|
352 |
+
Current Block Size 32.0 KB
|
353 |
+
Peak Allocated Bytes 54 B
|
354 |
+
Overflow Count 0
|
355 |
+
[ALLOC_TEMP_Background Job.Worker 11]
|
356 |
+
Initial Block Size 32.0 KB
|
357 |
+
Current Block Size 32.0 KB
|
358 |
+
Peak Allocated Bytes 54 B
|
359 |
+
Overflow Count 0
|
360 |
+
[ALLOC_TEMP_Job.Worker 2]
|
361 |
+
Initial Block Size 256.0 KB
|
362 |
+
Current Block Size 256.0 KB
|
363 |
+
Peak Allocated Bytes 1.5 KB
|
364 |
+
Overflow Count 0
|
365 |
+
[ALLOC_TEMP_Background Job.Worker 3]
|
366 |
+
Initial Block Size 32.0 KB
|
367 |
+
Current Block Size 32.0 KB
|
368 |
+
Peak Allocated Bytes 54 B
|
369 |
+
Overflow Count 0
|
370 |
+
[ALLOC_TEMP_Background Job.Worker 0]
|
371 |
+
Initial Block Size 32.0 KB
|
372 |
+
Current Block Size 32.0 KB
|
373 |
+
Peak Allocated Bytes 54 B
|
374 |
+
Overflow Count 0
|
375 |
+
[ALLOC_TEMP_HIDInput]
|
376 |
+
Initial Block Size 64.0 KB
|
377 |
+
Current Block Size 64.0 KB
|
378 |
+
Peak Allocated Bytes 10.8 KB
|
379 |
+
Overflow Count 0
|
380 |
+
[ALLOC_TEMP_Job.Worker 11]
|
381 |
+
Initial Block Size 256.0 KB
|
382 |
+
Current Block Size 256.0 KB
|
383 |
+
Peak Allocated Bytes 1.5 KB
|
384 |
+
Overflow Count 0
|
385 |
+
[ALLOC_TEMP_Background Job.Worker 4]
|
386 |
+
Initial Block Size 32.0 KB
|
387 |
+
Current Block Size 32.0 KB
|
388 |
+
Peak Allocated Bytes 54 B
|
389 |
+
Overflow Count 0
|
390 |
+
[ALLOC_TEMP_BatchDeleteObjects]
|
391 |
+
Initial Block Size 64.0 KB
|
392 |
+
Current Block Size 64.0 KB
|
393 |
+
Peak Allocated Bytes 54 B
|
394 |
+
Overflow Count 0
|
395 |
+
[ALLOC_TEMP_Job.Worker 6]
|
396 |
+
Initial Block Size 256.0 KB
|
397 |
+
Current Block Size 256.0 KB
|
398 |
+
Peak Allocated Bytes 1.5 KB
|
399 |
+
Overflow Count 0
|
400 |
+
[ALLOC_TEMP_Job.Worker 0]
|
401 |
+
Initial Block Size 256.0 KB
|
402 |
+
Current Block Size 256.0 KB
|
403 |
+
Peak Allocated Bytes 1.5 KB
|
404 |
+
Overflow Count 0
|
405 |
+
[ALLOC_TEMP_Background Job.Worker 9]
|
406 |
+
Initial Block Size 32.0 KB
|
407 |
+
Current Block Size 32.0 KB
|
408 |
+
Peak Allocated Bytes 54 B
|
409 |
+
Overflow Count 0
|
410 |
+
[ALLOC_TEMP_Job.Worker 5]
|
411 |
+
Initial Block Size 256.0 KB
|
412 |
+
Current Block Size 256.0 KB
|
413 |
+
Peak Allocated Bytes 1.5 KB
|
414 |
+
Overflow Count 0
|
415 |
+
[ALLOC_TEMP_Background Job.Worker 14]
|
416 |
+
Initial Block Size 32.0 KB
|
417 |
+
Current Block Size 32.0 KB
|
418 |
+
Peak Allocated Bytes 54 B
|
419 |
+
Overflow Count 0
|
420 |
+
[ALLOC_TEMP_Job.Worker 13]
|
421 |
+
Initial Block Size 256.0 KB
|
422 |
+
Current Block Size 256.0 KB
|
423 |
+
Peak Allocated Bytes 1.5 KB
|
424 |
+
Overflow Count 0
|
425 |
+
[ALLOC_TEMP_EnlightenWorker] x 10
|
426 |
+
Initial Block Size 64.0 KB
|
427 |
+
Current Block Size 64.0 KB
|
428 |
+
Peak Allocated Bytes 54 B
|
429 |
+
Overflow Count 0
|
430 |
+
[ALLOC_TEMP_Background Job.Worker 15]
|
431 |
+
Initial Block Size 32.0 KB
|
432 |
+
Current Block Size 32.0 KB
|
433 |
+
Peak Allocated Bytes 54 B
|
434 |
+
Overflow Count 0
|
435 |
+
[ALLOC_TEMP_Background Job.Worker 2]
|
436 |
+
Initial Block Size 32.0 KB
|
437 |
+
Current Block Size 32.0 KB
|
438 |
+
Peak Allocated Bytes 54 B
|
439 |
+
Overflow Count 0
|
440 |
+
[ALLOC_TEMP_Background Job.Worker 7]
|
441 |
+
Initial Block Size 32.0 KB
|
442 |
+
Current Block Size 32.0 KB
|
443 |
+
Peak Allocated Bytes 54 B
|
444 |
+
Overflow Count 0
|
445 |
+
[ALLOC_TEMP_UnityGfxDeviceWorker]
|
446 |
+
Initial Block Size 256.0 KB
|
447 |
+
Current Block Size 256.0 KB
|
448 |
+
Peak Allocated Bytes 14.2 KB
|
449 |
+
Overflow Count 0
|
450 |
+
[ALLOC_TEMP_Job.Worker 9]
|
451 |
+
Initial Block Size 256.0 KB
|
452 |
+
Current Block Size 256.0 KB
|
453 |
+
Peak Allocated Bytes 1.5 KB
|
454 |
+
Overflow Count 0
|
455 |
+
[ALLOC_TEMP_Job.Worker 8]
|
456 |
+
Initial Block Size 256.0 KB
|
457 |
+
Current Block Size 256.0 KB
|
458 |
+
Peak Allocated Bytes 1.5 KB
|
459 |
+
Overflow Count 0
|
460 |
+
[ALLOC_TEMP_Job.Worker 7]
|
461 |
+
Initial Block Size 256.0 KB
|
462 |
+
Current Block Size 256.0 KB
|
463 |
+
Peak Allocated Bytes 1.5 KB
|
464 |
+
Overflow Count 0
|
465 |
+
[ALLOC_TEMP_Job.Worker 1]
|
466 |
+
Initial Block Size 256.0 KB
|
467 |
+
Current Block Size 256.0 KB
|
468 |
+
Peak Allocated Bytes 1.5 KB
|
469 |
+
Overflow Count 0
|
470 |
+
[ALLOC_TEMP_Job.Worker 10]
|
471 |
+
Initial Block Size 256.0 KB
|
472 |
+
Current Block Size 256.0 KB
|
473 |
+
Peak Allocated Bytes 1.5 KB
|
474 |
+
Overflow Count 0
|
475 |
+
[ALLOC_TEMP_Job.Worker 15]
|
476 |
+
Initial Block Size 256.0 KB
|
477 |
+
Current Block Size 256.0 KB
|
478 |
+
Peak Allocated Bytes 1.5 KB
|
479 |
+
Overflow Count 0
|
480 |
+
[ALLOC_TEMP_Job.Worker 12]
|
481 |
+
Initial Block Size 256.0 KB
|
482 |
+
Current Block Size 256.0 KB
|
483 |
+
Peak Allocated Bytes 1.5 KB
|
484 |
+
Overflow Count 0
|
485 |
+
[ALLOC_TEMP_Loading.AsyncRead]
|
486 |
+
Initial Block Size 64.0 KB
|
487 |
+
Current Block Size 64.0 KB
|
488 |
+
Peak Allocated Bytes 291 B
|
489 |
+
Overflow Count 0
|
490 |
+
[ALLOC_DEFAULT] Dual Thread Allocator
|
491 |
+
Peak main deferred allocation count 3
|
492 |
+
[ALLOC_BUCKET]
|
493 |
+
Large Block size 4.0 MB
|
494 |
+
Used Block count 1
|
495 |
+
Peak Allocated bytes 1.2 MB
|
496 |
+
[ALLOC_DEFAULT_MAIN]
|
497 |
+
Peak usage frame count: [8.0 MB-16.0 MB]: 292430 frames, [16.0 MB-32.0 MB]: 1 frames, [32.0 MB-64.0 MB]: 1 frames
|
498 |
+
Requested Block Size 16.0 MB
|
499 |
+
Peak Block count 2
|
500 |
+
Peak Allocated memory 43.3 MB
|
501 |
+
Peak Large allocation bytes 16.1 MB
|
502 |
+
[ALLOC_DEFAULT_THREAD]
|
503 |
+
Peak usage frame count: [16.0 MB-32.0 MB]: 292432 frames
|
504 |
+
Requested Block Size 16.0 MB
|
505 |
+
Peak Block count 1
|
506 |
+
Peak Allocated memory 17.3 MB
|
507 |
+
Peak Large allocation bytes 16.0 MB
|
508 |
+
[ALLOC_TEMP_JOB_1_FRAME]
|
509 |
+
Initial Block Size 2.0 MB
|
510 |
+
Used Block Count 1
|
511 |
+
Overflow Count (too large) 0
|
512 |
+
Overflow Count (full) 0
|
513 |
+
[ALLOC_TEMP_JOB_2_FRAMES]
|
514 |
+
Initial Block Size 2.0 MB
|
515 |
+
Used Block Count 1
|
516 |
+
Overflow Count (too large) 0
|
517 |
+
Overflow Count (full) 0
|
518 |
+
[ALLOC_TEMP_JOB_4_FRAMES (JobTemp)]
|
519 |
+
Initial Block Size 2.0 MB
|
520 |
+
Used Block Count 2
|
521 |
+
Overflow Count (too large) 0
|
522 |
+
Overflow Count (full) 0
|
523 |
+
[ALLOC_TEMP_JOB_ASYNC (Background)]
|
524 |
+
Initial Block Size 1.0 MB
|
525 |
+
Used Block Count 3
|
526 |
+
Overflow Count (too large) 0
|
527 |
+
Overflow Count (full) 0
|
528 |
+
[ALLOC_GFX] Dual Thread Allocator
|
529 |
+
Peak main deferred allocation count 1
|
530 |
+
[ALLOC_BUCKET]
|
531 |
+
Large Block size 4.0 MB
|
532 |
+
Used Block count 1
|
533 |
+
Peak Allocated bytes 1.2 MB
|
534 |
+
[ALLOC_GFX_MAIN]
|
535 |
+
Peak usage frame count: [32.0 KB-64.0 KB]: 292431 frames, [2.0 MB-4.0 MB]: 1 frames
|
536 |
+
Requested Block Size 16.0 MB
|
537 |
+
Peak Block count 1
|
538 |
+
Peak Allocated memory 2.7 MB
|
539 |
+
Peak Large allocation bytes 0 B
|
540 |
+
[ALLOC_GFX_THREAD]
|
541 |
+
Peak usage frame count: [128.0 KB-256.0 KB]: 292432 frames
|
542 |
+
Requested Block Size 16.0 MB
|
543 |
+
Peak Block count 1
|
544 |
+
Peak Allocated memory 180.1 KB
|
545 |
+
Peak Large allocation bytes 0 B
|
546 |
+
[ALLOC_CACHEOBJECTS] Dual Thread Allocator
|
547 |
+
Peak main deferred allocation count 2
|
548 |
+
[ALLOC_BUCKET]
|
549 |
+
Large Block size 4.0 MB
|
550 |
+
Used Block count 1
|
551 |
+
Peak Allocated bytes 1.2 MB
|
552 |
+
[ALLOC_CACHEOBJECTS_MAIN]
|
553 |
+
Peak usage frame count: [1.0 MB-2.0 MB]: 292432 frames
|
554 |
+
Requested Block Size 4.0 MB
|
555 |
+
Peak Block count 1
|
556 |
+
Peak Allocated memory 1.1 MB
|
557 |
+
Peak Large allocation bytes 0 B
|
558 |
+
[ALLOC_CACHEOBJECTS_THREAD]
|
559 |
+
Peak usage frame count: [2.0 MB-4.0 MB]: 292431 frames, [4.0 MB-8.0 MB]: 1 frames
|
560 |
+
Requested Block Size 4.0 MB
|
561 |
+
Peak Block count 2
|
562 |
+
Peak Allocated memory 5.3 MB
|
563 |
+
Peak Large allocation bytes 0 B
|
564 |
+
[ALLOC_TYPETREE] Dual Thread Allocator
|
565 |
+
Peak main deferred allocation count 0
|
566 |
+
[ALLOC_BUCKET]
|
567 |
+
Large Block size 4.0 MB
|
568 |
+
Used Block count 1
|
569 |
+
Peak Allocated bytes 1.2 MB
|
570 |
+
[ALLOC_TYPETREE_MAIN]
|
571 |
+
Peak usage frame count: [0-1.0 KB]: 292432 frames
|
572 |
+
Requested Block Size 2.0 MB
|
573 |
+
Peak Block count 1
|
574 |
+
Peak Allocated memory 1.0 KB
|
575 |
+
Peak Large allocation bytes 0 B
|
576 |
+
[ALLOC_TYPETREE_THREAD]
|
577 |
+
Peak usage frame count: [1.0 KB-2.0 KB]: 292431 frames, [2.0 KB-4.0 KB]: 1 frames
|
578 |
+
Requested Block Size 2.0 MB
|
579 |
+
Peak Block count 1
|
580 |
+
Peak Allocated memory 2.2 KB
|
581 |
+
Peak Large allocation bytes 0 B
|
run_logs/timers.json
ADDED
@@ -0,0 +1,368 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"name": "root",
|
3 |
+
"gauges": {
|
4 |
+
"SoccerTwos.Policy.Entropy.mean": {
|
5 |
+
"value": 2.0314760208129883,
|
6 |
+
"min": 2.001591682434082,
|
7 |
+
"max": 3.188758134841919,
|
8 |
+
"count": 1550
|
9 |
+
},
|
10 |
+
"SoccerTwos.Policy.Entropy.sum": {
|
11 |
+
"value": 40824.54296875,
|
12 |
+
"min": 14608.048828125,
|
13 |
+
"max": 106544.6953125,
|
14 |
+
"count": 1550
|
15 |
+
},
|
16 |
+
"SoccerTwos.Environment.EpisodeLength.mean": {
|
17 |
+
"value": 89.54545454545455,
|
18 |
+
"min": 52.68817204301075,
|
19 |
+
"max": 811.0,
|
20 |
+
"count": 1550
|
21 |
+
},
|
22 |
+
"SoccerTwos.Environment.EpisodeLength.sum": {
|
23 |
+
"value": 19700.0,
|
24 |
+
"min": 716.0,
|
25 |
+
"max": 23712.0,
|
26 |
+
"count": 1550
|
27 |
+
},
|
28 |
+
"SoccerTwos.Self-play.ELO.mean": {
|
29 |
+
"value": 1391.3625857831264,
|
30 |
+
"min": 1216.2215412605815,
|
31 |
+
"max": 1434.7892859930016,
|
32 |
+
"count": 1550
|
33 |
+
},
|
34 |
+
"SoccerTwos.Self-play.ELO.sum": {
|
35 |
+
"value": 153049.8844361439,
|
36 |
+
"min": 4877.785150332238,
|
37 |
+
"max": 262788.582880683,
|
38 |
+
"count": 1550
|
39 |
+
},
|
40 |
+
"SoccerTwos.Step.mean": {
|
41 |
+
"value": 17989876.0,
|
42 |
+
"min": 2499972.0,
|
43 |
+
"max": 17989876.0,
|
44 |
+
"count": 1550
|
45 |
+
},
|
46 |
+
"SoccerTwos.Step.sum": {
|
47 |
+
"value": 17989876.0,
|
48 |
+
"min": 2499972.0,
|
49 |
+
"max": 17989876.0,
|
50 |
+
"count": 1550
|
51 |
+
},
|
52 |
+
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
|
53 |
+
"value": -0.03356821462512016,
|
54 |
+
"min": -0.12719358503818512,
|
55 |
+
"max": 0.150315061211586,
|
56 |
+
"count": 1550
|
57 |
+
},
|
58 |
+
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
|
59 |
+
"value": -3.6925036907196045,
|
60 |
+
"min": -18.02039337158203,
|
61 |
+
"max": 20.058128356933594,
|
62 |
+
"count": 1550
|
63 |
+
},
|
64 |
+
"SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
|
65 |
+
"value": -0.029394764453172684,
|
66 |
+
"min": -0.13260090351104736,
|
67 |
+
"max": 0.1479911208152771,
|
68 |
+
"count": 1550
|
69 |
+
},
|
70 |
+
"SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
|
71 |
+
"value": -3.233424186706543,
|
72 |
+
"min": -18.494277954101562,
|
73 |
+
"max": 19.611934661865234,
|
74 |
+
"count": 1550
|
75 |
+
},
|
76 |
+
"SoccerTwos.Environment.CumulativeReward.mean": {
|
77 |
+
"value": 0.0,
|
78 |
+
"min": 0.0,
|
79 |
+
"max": 0.0,
|
80 |
+
"count": 1550
|
81 |
+
},
|
82 |
+
"SoccerTwos.Environment.CumulativeReward.sum": {
|
83 |
+
"value": 0.0,
|
84 |
+
"min": 0.0,
|
85 |
+
"max": 0.0,
|
86 |
+
"count": 1550
|
87 |
+
},
|
88 |
+
"SoccerTwos.Policy.ExtrinsicReward.mean": {
|
89 |
+
"value": 0.019403636997396296,
|
90 |
+
"min": -0.6248296278494375,
|
91 |
+
"max": 0.9607999920845032,
|
92 |
+
"count": 1550
|
93 |
+
},
|
94 |
+
"SoccerTwos.Policy.ExtrinsicReward.sum": {
|
95 |
+
"value": 2.1344000697135925,
|
96 |
+
"min": -61.121999859809875,
|
97 |
+
"max": 53.99279999732971,
|
98 |
+
"count": 1550
|
99 |
+
},
|
100 |
+
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
|
101 |
+
"value": 0.019403636997396296,
|
102 |
+
"min": -0.6248296278494375,
|
103 |
+
"max": 0.9607999920845032,
|
104 |
+
"count": 1550
|
105 |
+
},
|
106 |
+
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
|
107 |
+
"value": 2.1344000697135925,
|
108 |
+
"min": -61.121999859809875,
|
109 |
+
"max": 53.99279999732971,
|
110 |
+
"count": 1550
|
111 |
+
},
|
112 |
+
"SoccerTwos.IsTraining.mean": {
|
113 |
+
"value": 1.0,
|
114 |
+
"min": 1.0,
|
115 |
+
"max": 1.0,
|
116 |
+
"count": 1550
|
117 |
+
},
|
118 |
+
"SoccerTwos.IsTraining.sum": {
|
119 |
+
"value": 1.0,
|
120 |
+
"min": 1.0,
|
121 |
+
"max": 1.0,
|
122 |
+
"count": 1550
|
123 |
+
},
|
124 |
+
"SoccerTwos.Losses.PolicyLoss.mean": {
|
125 |
+
"value": 0.03322674172517509,
|
126 |
+
"min": 0.011198681086480065,
|
127 |
+
"max": 0.03322674172517509,
|
128 |
+
"count": 37
|
129 |
+
},
|
130 |
+
"SoccerTwos.Losses.PolicyLoss.sum": {
|
131 |
+
"value": 0.03322674172517509,
|
132 |
+
"min": 0.011198681086480065,
|
133 |
+
"max": 0.03322674172517509,
|
134 |
+
"count": 37
|
135 |
+
},
|
136 |
+
"SoccerTwos.Losses.ValueLoss.mean": {
|
137 |
+
"value": 0.04035536533687264,
|
138 |
+
"min": 0.009418043367331848,
|
139 |
+
"max": 0.04121233653044328,
|
140 |
+
"count": 37
|
141 |
+
},
|
142 |
+
"SoccerTwos.Losses.ValueLoss.sum": {
|
143 |
+
"value": 0.04035536533687264,
|
144 |
+
"min": 0.009418043367331848,
|
145 |
+
"max": 0.04121233653044328,
|
146 |
+
"count": 37
|
147 |
+
},
|
148 |
+
"SoccerTwos.Losses.BaselineLoss.mean": {
|
149 |
+
"value": 0.060639107818715274,
|
150 |
+
"min": 0.011299039868172258,
|
151 |
+
"max": 0.06512493243906647,
|
152 |
+
"count": 37
|
153 |
+
},
|
154 |
+
"SoccerTwos.Losses.BaselineLoss.sum": {
|
155 |
+
"value": 0.060639107818715274,
|
156 |
+
"min": 0.011299039868172258,
|
157 |
+
"max": 0.06512493243906647,
|
158 |
+
"count": 37
|
159 |
+
},
|
160 |
+
"SoccerTwos.Policy.LearningRate.mean": {
|
161 |
+
"value": 0.0003,
|
162 |
+
"min": 0.0003,
|
163 |
+
"max": 0.0003,
|
164 |
+
"count": 37
|
165 |
+
},
|
166 |
+
"SoccerTwos.Policy.LearningRate.sum": {
|
167 |
+
"value": 0.0003,
|
168 |
+
"min": 0.0003,
|
169 |
+
"max": 0.0003,
|
170 |
+
"count": 37
|
171 |
+
},
|
172 |
+
"SoccerTwos.Policy.Epsilon.mean": {
|
173 |
+
"value": 0.2,
|
174 |
+
"min": 0.2,
|
175 |
+
"max": 0.2,
|
176 |
+
"count": 37
|
177 |
+
},
|
178 |
+
"SoccerTwos.Policy.Epsilon.sum": {
|
179 |
+
"value": 0.2,
|
180 |
+
"min": 0.2,
|
181 |
+
"max": 0.2,
|
182 |
+
"count": 37
|
183 |
+
},
|
184 |
+
"SoccerTwos.Policy.Beta.mean": {
|
185 |
+
"value": 0.004999999999999999,
|
186 |
+
"min": 0.004999999999999999,
|
187 |
+
"max": 0.004999999999999999,
|
188 |
+
"count": 37
|
189 |
+
},
|
190 |
+
"SoccerTwos.Policy.Beta.sum": {
|
191 |
+
"value": 0.004999999999999999,
|
192 |
+
"min": 0.004999999999999999,
|
193 |
+
"max": 0.004999999999999999,
|
194 |
+
"count": 37
|
195 |
+
}
|
196 |
+
},
|
197 |
+
"metadata": {
|
198 |
+
"timer_format_version": "0.1.0",
|
199 |
+
"start_time_seconds": "1689619672",
|
200 |
+
"python_version": "3.9.17 (main, Jul 5 2023, 20:47:11) [MSC v.1916 64 bit (AMD64)]",
|
201 |
+
"command_line_arguments": "C:\\Users\\Gyana\\anaconda3\\envs\\rl\\Scripts\\mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos.exe --run-id=SoccerTwos_ultimate_poca --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": "2.0.1+cu118",
|
206 |
+
"numpy_version": "1.21.2",
|
207 |
+
"end_time_seconds": "1689674052"
|
208 |
+
},
|
209 |
+
"total": 54380.020052700005,
|
210 |
+
"count": 1,
|
211 |
+
"self": 5.717671400001564,
|
212 |
+
"children": {
|
213 |
+
"run_training.setup": {
|
214 |
+
"total": 0.1751073999999999,
|
215 |
+
"count": 1,
|
216 |
+
"self": 0.1751073999999999
|
217 |
+
},
|
218 |
+
"TrainerController.start_learning": {
|
219 |
+
"total": 54374.127273900005,
|
220 |
+
"count": 1,
|
221 |
+
"self": 27.705745701990963,
|
222 |
+
"children": {
|
223 |
+
"TrainerController._reset_env": {
|
224 |
+
"total": 9.85503369999277,
|
225 |
+
"count": 79,
|
226 |
+
"self": 9.85503369999277
|
227 |
+
},
|
228 |
+
"TrainerController.advance": {
|
229 |
+
"total": 54335.62383159802,
|
230 |
+
"count": 1046883,
|
231 |
+
"self": 30.777867692413565,
|
232 |
+
"children": {
|
233 |
+
"env_step": {
|
234 |
+
"total": 33647.08669760124,
|
235 |
+
"count": 1046883,
|
236 |
+
"self": 19353.322100501893,
|
237 |
+
"children": {
|
238 |
+
"SubprocessEnvManager._take_step": {
|
239 |
+
"total": 14276.506041698649,
|
240 |
+
"count": 1046883,
|
241 |
+
"self": 205.0378667997902,
|
242 |
+
"children": {
|
243 |
+
"TorchPolicy.evaluate": {
|
244 |
+
"total": 14071.468174898859,
|
245 |
+
"count": 1949568,
|
246 |
+
"self": 14071.468174898859
|
247 |
+
}
|
248 |
+
}
|
249 |
+
},
|
250 |
+
"workers": {
|
251 |
+
"total": 17.25855540070058,
|
252 |
+
"count": 1046882,
|
253 |
+
"self": 0.0,
|
254 |
+
"children": {
|
255 |
+
"worker_root": {
|
256 |
+
"total": 54306.66124680051,
|
257 |
+
"count": 1046882,
|
258 |
+
"is_parallel": true,
|
259 |
+
"self": 38131.88634169927,
|
260 |
+
"children": {
|
261 |
+
"steps_from_proto": {
|
262 |
+
"total": 0.14612619999789267,
|
263 |
+
"count": 158,
|
264 |
+
"is_parallel": true,
|
265 |
+
"self": 0.030273900001013487,
|
266 |
+
"children": {
|
267 |
+
"_process_rank_one_or_two_observation": {
|
268 |
+
"total": 0.11585229999687918,
|
269 |
+
"count": 632,
|
270 |
+
"is_parallel": true,
|
271 |
+
"self": 0.11585229999687918
|
272 |
+
}
|
273 |
+
}
|
274 |
+
},
|
275 |
+
"UnityEnvironment.step": {
|
276 |
+
"total": 16174.62877890125,
|
277 |
+
"count": 1046882,
|
278 |
+
"is_parallel": true,
|
279 |
+
"self": 586.3628733106507,
|
280 |
+
"children": {
|
281 |
+
"UnityEnvironment._generate_step_input": {
|
282 |
+
"total": 386.89703819618353,
|
283 |
+
"count": 1046882,
|
284 |
+
"is_parallel": true,
|
285 |
+
"self": 386.89703819618353
|
286 |
+
},
|
287 |
+
"communicator.exchange": {
|
288 |
+
"total": 13382.14408799565,
|
289 |
+
"count": 1046882,
|
290 |
+
"is_parallel": true,
|
291 |
+
"self": 13382.14408799565
|
292 |
+
},
|
293 |
+
"steps_from_proto": {
|
294 |
+
"total": 1819.2247793987644,
|
295 |
+
"count": 2093764,
|
296 |
+
"is_parallel": true,
|
297 |
+
"self": 373.9608832027877,
|
298 |
+
"children": {
|
299 |
+
"_process_rank_one_or_two_observation": {
|
300 |
+
"total": 1445.2638961959767,
|
301 |
+
"count": 8375056,
|
302 |
+
"is_parallel": true,
|
303 |
+
"self": 1445.2638961959767
|
304 |
+
}
|
305 |
+
}
|
306 |
+
}
|
307 |
+
}
|
308 |
+
}
|
309 |
+
}
|
310 |
+
}
|
311 |
+
}
|
312 |
+
}
|
313 |
+
}
|
314 |
+
},
|
315 |
+
"trainer_advance": {
|
316 |
+
"total": 20657.75926630437,
|
317 |
+
"count": 1046882,
|
318 |
+
"self": 255.99044580684858,
|
319 |
+
"children": {
|
320 |
+
"process_trajectory": {
|
321 |
+
"total": 5186.045373797518,
|
322 |
+
"count": 1046882,
|
323 |
+
"self": 5157.814130397507,
|
324 |
+
"children": {
|
325 |
+
"RLTrainer._checkpoint": {
|
326 |
+
"total": 28.231243400010836,
|
327 |
+
"count": 31,
|
328 |
+
"self": 28.231243400010836
|
329 |
+
}
|
330 |
+
}
|
331 |
+
},
|
332 |
+
"_update_policy": {
|
333 |
+
"total": 15215.723446700002,
|
334 |
+
"count": 37,
|
335 |
+
"self": 8774.033798200238,
|
336 |
+
"children": {
|
337 |
+
"TorchPOCAOptimizer.update": {
|
338 |
+
"total": 6441.689648499762,
|
339 |
+
"count": 29600,
|
340 |
+
"self": 6441.689648499762
|
341 |
+
}
|
342 |
+
}
|
343 |
+
}
|
344 |
+
}
|
345 |
+
}
|
346 |
+
}
|
347 |
+
},
|
348 |
+
"trainer_threads": {
|
349 |
+
"total": 2.2000021999701858e-06,
|
350 |
+
"count": 1,
|
351 |
+
"self": 2.2000021999701858e-06
|
352 |
+
},
|
353 |
+
"TrainerController._save_models": {
|
354 |
+
"total": 0.9426606999986689,
|
355 |
+
"count": 1,
|
356 |
+
"self": 0.1667144000020926,
|
357 |
+
"children": {
|
358 |
+
"RLTrainer._checkpoint": {
|
359 |
+
"total": 0.7759462999965763,
|
360 |
+
"count": 1,
|
361 |
+
"self": 0.7759462999965763
|
362 |
+
}
|
363 |
+
}
|
364 |
+
}
|
365 |
+
}
|
366 |
+
}
|
367 |
+
}
|
368 |
+
}
|
run_logs/training_status.json
ADDED
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"SoccerTwos": {
|
3 |
+
"checkpoints": [
|
4 |
+
{
|
5 |
+
"steps": 15999996,
|
6 |
+
"file_path": "results\\SoccerTwos_ultimate_poca\\SoccerTwos\\SoccerTwos-15999996.onnx",
|
7 |
+
"reward": 0.0,
|
8 |
+
"creation_time": 1689666745.999627,
|
9 |
+
"auxillary_file_paths": [
|
10 |
+
"results\\SoccerTwos_ultimate_poca\\SoccerTwos\\SoccerTwos-15999996.pt"
|
11 |
+
]
|
12 |
+
},
|
13 |
+
{
|
14 |
+
"steps": 16499986,
|
15 |
+
"file_path": "results\\SoccerTwos_ultimate_poca\\SoccerTwos\\SoccerTwos-16499986.onnx",
|
16 |
+
"reward": 0.0,
|
17 |
+
"creation_time": 1689668903.2118633,
|
18 |
+
"auxillary_file_paths": [
|
19 |
+
"results\\SoccerTwos_ultimate_poca\\SoccerTwos\\SoccerTwos-16499986.pt"
|
20 |
+
]
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"steps": 16999964,
|
24 |
+
"file_path": "results\\SoccerTwos_ultimate_poca\\SoccerTwos\\SoccerTwos-16999964.onnx",
|
25 |
+
"reward": 0.0,
|
26 |
+
"creation_time": 1689670605.6427372,
|
27 |
+
"auxillary_file_paths": [
|
28 |
+
"results\\SoccerTwos_ultimate_poca\\SoccerTwos\\SoccerTwos-16999964.pt"
|
29 |
+
]
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"steps": 17499980,
|
33 |
+
"file_path": "results\\SoccerTwos_ultimate_poca\\SoccerTwos\\SoccerTwos-17499980.onnx",
|
34 |
+
"reward": 0.0,
|
35 |
+
"creation_time": 1689672310.3654969,
|
36 |
+
"auxillary_file_paths": [
|
37 |
+
"results\\SoccerTwos_ultimate_poca\\SoccerTwos\\SoccerTwos-17499980.pt"
|
38 |
+
]
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"steps": 17994130,
|
42 |
+
"file_path": "results\\SoccerTwos_ultimate_poca\\SoccerTwos\\SoccerTwos-17994130.onnx",
|
43 |
+
"reward": 0.0,
|
44 |
+
"creation_time": 1689674046.7960992,
|
45 |
+
"auxillary_file_paths": [
|
46 |
+
"results\\SoccerTwos_ultimate_poca\\SoccerTwos\\SoccerTwos-17994130.pt"
|
47 |
+
]
|
48 |
+
}
|
49 |
+
],
|
50 |
+
"elo": 1398.927560597386,
|
51 |
+
"final_checkpoint": {
|
52 |
+
"steps": 17994130,
|
53 |
+
"file_path": "results\\SoccerTwos_ultimate_poca\\SoccerTwos.onnx",
|
54 |
+
"reward": 0.0,
|
55 |
+
"creation_time": 1689674046.7960992,
|
56 |
+
"auxillary_file_paths": [
|
57 |
+
"results\\SoccerTwos_ultimate_poca\\SoccerTwos\\SoccerTwos-17994130.pt"
|
58 |
+
]
|
59 |
+
}
|
60 |
+
},
|
61 |
+
"metadata": {
|
62 |
+
"stats_format_version": "0.3.0",
|
63 |
+
"mlagents_version": "0.31.0.dev0",
|
64 |
+
"torch_version": "2.0.1+cu118"
|
65 |
+
}
|
66 |
+
}
|