Nicolas852 commited on
Commit
58364b6
1 Parent(s): 827f7ee

First Push

Browse files
README.md ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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: Nicolas852/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 sha256:6124b2f044a0ead047d2e2fdf21ca8be66205ee374ae927b6d52ad3432e29a35
3
+ size 1768747
SoccerTwos/SoccerTwos-3499989.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:245bf13b07f0d45a68d7acd96401bcfc418e20438d1dea96dfd43e08e7a4ebcf
3
+ size 1768747
SoccerTwos/SoccerTwos-3499989.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:adff30e31b3f983dd656c475d8b02d8a4c77bd137009bdc2b0e2198aeedc2346
3
+ size 28430358
SoccerTwos/SoccerTwos-3999952.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:26285b26bad825e7c5b05c54cf297c95f1f5737f1bc4273f86359d0bc1ce1c5f
3
+ size 1768747
SoccerTwos/SoccerTwos-3999952.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9eda80bdc8d9650afa84bd0ef3bcd82ec0dfc4b58379ca4cef8ad34735ba27f9
3
+ size 28430358
SoccerTwos/SoccerTwos-4499900.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6bd57b98a31329840fc25813aa0d6e191c5a371bf02726c800bed008d3d753d5
3
+ size 1768747
SoccerTwos/SoccerTwos-4499900.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b0c78469dab730c1ec1bca32b6813d72eb673c0ca6a1ff6463c7b10b8fda6c4e
3
+ size 28430358
SoccerTwos/SoccerTwos-4999948.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6124b2f044a0ead047d2e2fdf21ca8be66205ee374ae927b6d52ad3432e29a35
3
+ size 1768747
SoccerTwos/SoccerTwos-4999948.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:51d0f91fbd1f34d36d6f070a21c7bf8e78e84b74618f473a1426e57aa651de90
3
+ size 28430358
SoccerTwos/SoccerTwos-5000094.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6124b2f044a0ead047d2e2fdf21ca8be66205ee374ae927b6d52ad3432e29a35
3
+ size 1768747
SoccerTwos/SoccerTwos-5000094.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:710fc543d3494563aa9e14d02b5edec05b037edec043dfbaf8169f3ba88b0923
3
+ size 28430358
SoccerTwos/SoccerTwos-5999566.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bd91ac108b597b66a7de28116464175dda897cb4ac7f1210c6f8ff54f40d3252
3
+ size 1768747
SoccerTwos/SoccerTwos-5999566.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5ba9fdfed269146dd73967094172a8d66ae89e73cd27d3e3ceff9983a1f415fd
3
+ size 28430358
SoccerTwos/SoccerTwos-6499280.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b9b7f5ec1bdf097fbac614055ce86eda4734970607cb4349ed225ced9b1eea69
3
+ size 1768747
SoccerTwos/SoccerTwos-6499280.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:84d7d917dfc78715bd3e6315781807df12e0580286a1a5c7df217b0df331dc91
3
+ size 28430358
SoccerTwos/SoccerTwos-6999756.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:76fc02f866bd6c82c3067d2ea9f7074f62ee1d5dcb500d957633d0d7d761bb4e
3
+ size 1768747
SoccerTwos/SoccerTwos-6999756.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d25296d17c55e5ecd7322c7e1215deda625be6d034f8b7d375e2692228a2764
3
+ size 28430358
SoccerTwos/SoccerTwos-7499470.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7c1667294f94fc678a51c8a8bfea49c47b96046e6018cb21338b5b8a5cec29ff
3
+ size 1768747
SoccerTwos/SoccerTwos-7499470.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1063d793d29ad6f227fedcb83819881bdca65420c7c160d926486cb4195d492d
3
+ size 28430358
SoccerTwos/SoccerTwos-7999946.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e339b03502899343fa653ae85c7ff231063229d05b94cf722217075c1019c4e7
3
+ size 1768747
SoccerTwos/SoccerTwos-7999946.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:029bca91f584e9ce8ed1cd128fd44f669291dc7ebb7c1163a80dcd0827bcfcb1
3
+ size 28430358
SoccerTwos/SoccerTwos-8499930.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fb8e6984a329843461ec902ab37b8d8ac2973dc5c6ac60b216d1ce05e5bcade8
3
+ size 1768747
SoccerTwos/SoccerTwos-8499930.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:61b25b83ace60e3130131ea609627f50d4cbb03e7a6dd1f540f30b4279fada13
3
+ size 28430358
SoccerTwos/SoccerTwos-8999930.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e14fe9fabca7520c373d25f10288e2f878b73c82702e2208641ef28500741321
3
+ size 1768747
SoccerTwos/SoccerTwos-8999930.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:edb0600a8a8f3e7597c748121570385287d2c568e47b0e56600ee0158a76d425
3
+ size 28430358
SoccerTwos/SoccerTwos-9499930.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:682925c77e01bb496c72d5cb05411c502e1ff110a910205f1d7260eefdf770d8
3
+ size 1768747
SoccerTwos/SoccerTwos-9499930.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0bad488e56b33e4d2439ceffb2f470d57e34235d199c0755de2730d0872d74d5
3
+ size 28430358
SoccerTwos/SoccerTwos-9951930.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e34fc8b3af59974df5b30b70899b23e6b9901f9052e111b6fa4b7aa666d283f0
3
+ size 1768747
SoccerTwos/SoccerTwos-9951930.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f13913d54a2211a63cd5b26ed0aa505dc33ca80982d9d0310d8517454788ed1e
3
+ size 28430358
SoccerTwos/checkpoint.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d21f6be7cd37ad3215186313b1eb00d54a42612882e4ebdaa6ea57a1e7dd101a
3
+ size 28429366
SoccerTwos/events.out.tfevents.1709517976.d93a0ee1349a.452.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5c8589eb9b8335996573280c6142d2ca6ea498a5de5508d9bd45ca0726cb5c9d
3
+ size 4859100
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": "./training-envs-executables/SoccerTwos.exe", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "timeout_wait": 60, "seed": -1, "max_lifetime_restarts": 10, "restarts_rate_limit_n": 1, "restarts_rate_limit_period_s": 60}, "engine_settings": {"width": 84, "height": 84, "quality_level": 5, "time_scale": 20, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true, "no_graphics_monitor": false}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "initialize_from": null, "load_model": false, "resume": false, "force": true, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
configuration.yaml ADDED
@@ -0,0 +1,84 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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: ./training-envs-executables/SoccerTwos.exe
54
+ env_args: null
55
+ base_port: 5005
56
+ num_envs: 1
57
+ num_areas: 1
58
+ timeout_wait: 60
59
+ seed: -1
60
+ max_lifetime_restarts: 10
61
+ restarts_rate_limit_n: 1
62
+ restarts_rate_limit_period_s: 60
63
+ engine_settings:
64
+ width: 84
65
+ height: 84
66
+ quality_level: 5
67
+ time_scale: 20
68
+ target_frame_rate: -1
69
+ capture_frame_rate: 60
70
+ no_graphics: true
71
+ no_graphics_monitor: false
72
+ environment_parameters: null
73
+ checkpoint_settings:
74
+ run_id: SoccerTwos
75
+ initialize_from: null
76
+ load_model: false
77
+ resume: false
78
+ force: true
79
+ train_model: false
80
+ inference: false
81
+ results_dir: results
82
+ torch_settings:
83
+ device: null
84
+ debug: false
run_logs/Player-0.log ADDED
@@ -0,0 +1,859 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Mono path[0] = '/home/hf/workfile/ml-agents/training-envs-executables/SoccerTwos_Data/Managed'
2
+ Mono config path = '/home/hf/workfile/ml-agents/training-envs-executables/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 /home/hf/workfile/ml-agents/training-envs-executables/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
+ ALSA lib confmisc.c:767:(parse_card) cannot find card '0'
14
+ ALSA lib conf.c:4745:(_snd_config_evaluate) function snd_func_card_driver returned error: No such file or directory
15
+ ALSA lib confmisc.c:392:(snd_func_concat) error evaluating strings
16
+ ALSA lib conf.c:4745:(_snd_config_evaluate) function snd_func_concat returned error: No such file or directory
17
+ ALSA lib confmisc.c:1246:(snd_func_refer) error evaluating name
18
+ ALSA lib conf.c:4745:(_snd_config_evaluate) function snd_func_refer returned error: No such file or directory
19
+ ALSA lib conf.c:5233:(snd_config_expand) Evaluate error: No such file or directory
20
+ ALSA lib pcm.c:2660:(snd_pcm_open_noupdate) Unknown PCM default
21
+ FMOD failed to initialize the output device.: "Error initializing output device. " (60)
22
+ Forced to initialize FMOD to to the device driver's system output rate 48000, this may impact performance and/or give inconsistent experiences compared to selected sample rate 48000
23
+ ALSA lib confmisc.c:767:(parse_card) cannot find card '0'
24
+ ALSA lib conf.c:4745:(_snd_config_evaluate) function snd_func_card_driver returned error: No such file or directory
25
+ ALSA lib confmisc.c:392:(snd_func_concat) error evaluating strings
26
+ ALSA lib conf.c:4745:(_snd_config_evaluate) function snd_func_concat returned error: No such file or directory
27
+ ALSA lib confmisc.c:1246:(snd_func_refer) error evaluating name
28
+ ALSA lib conf.c:4745:(_snd_config_evaluate) function snd_func_refer returned error: No such file or directory
29
+ ALSA lib conf.c:5233:(snd_config_expand) Evaluate error: No such file or directory
30
+ ALSA lib pcm.c:2660:(snd_pcm_open_noupdate) Unknown PCM default
31
+ FMOD failed to initialize the output device.: "Error initializing output device. " (60)
32
+ FMOD initialized on nosound output
33
+ Begin MonoManager ReloadAssembly
34
+ - Completed reload, in 0.903 seconds
35
+ ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
36
+ ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
37
+ ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
38
+ WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
39
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
40
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
41
+ ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
42
+ WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
43
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
44
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
45
+ WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
46
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
47
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
48
+ ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
49
+ WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
50
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
51
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
52
+ WARNING: Shader Unsupported: 'Standard' - All subshaders removed
53
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
54
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
55
+ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
56
+ WARNING: Shader Unsupported: 'Standard' - All subshaders removed
57
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
58
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
59
+ UnloadTime: 0.416666 ms
60
+ Registered Communicator in Agent.
61
+ ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
62
+ requesting resize 84 x 84
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
+ TOO LONG
272
+ TOO LONG
273
+ TOO LONG
274
+ TOO LONG
275
+ TOO LONG
276
+ TOO LONG
277
+ TOO LONG
278
+ TOO LONG
279
+ TOO LONG
280
+ TOO LONG
281
+ TOO LONG
282
+ TOO LONG
283
+ TOO LONG
284
+ TOO LONG
285
+ TOO LONG
286
+ TOO LONG
287
+ TOO LONG
288
+ TOO LONG
289
+ TOO LONG
290
+ TOO LONG
291
+ TOO LONG
292
+ TOO LONG
293
+ TOO LONG
294
+ TOO LONG
295
+ TOO LONG
296
+ TOO LONG
297
+ TOO LONG
298
+ TOO LONG
299
+ TOO LONG
300
+ TOO LONG
301
+ TOO LONG
302
+ TOO LONG
303
+ TOO LONG
304
+ TOO LONG
305
+ TOO LONG
306
+ TOO LONG
307
+ TOO LONG
308
+ TOO LONG
309
+ TOO LONG
310
+ TOO LONG
311
+ TOO LONG
312
+ TOO LONG
313
+ TOO LONG
314
+ TOO LONG
315
+ TOO LONG
316
+ TOO LONG
317
+ TOO LONG
318
+ TOO LONG
319
+ TOO LONG
320
+ TOO LONG
321
+ TOO LONG
322
+ TOO LONG
323
+ TOO LONG
324
+ TOO LONG
325
+ TOO LONG
326
+ TOO LONG
327
+ TOO LONG
328
+ TOO LONG
329
+ TOO LONG
330
+ TOO LONG
331
+ TOO LONG
332
+ TOO LONG
333
+ TOO LONG
334
+ TOO LONG
335
+ TOO LONG
336
+ TOO LONG
337
+ TOO LONG
338
+ TOO LONG
339
+ TOO LONG
340
+ TOO LONG
341
+ TOO LONG
342
+ TOO LONG
343
+ TOO LONG
344
+ TOO LONG
345
+ TOO LONG
346
+ TOO LONG
347
+ TOO LONG
348
+ TOO LONG
349
+ TOO LONG
350
+ TOO LONG
351
+ TOO LONG
352
+ TOO LONG
353
+ TOO LONG
354
+ TOO LONG
355
+ TOO LONG
356
+ TOO LONG
357
+ TOO LONG
358
+ TOO LONG
359
+ TOO LONG
360
+ TOO LONG
361
+ TOO LONG
362
+ TOO LONG
363
+ TOO LONG
364
+ TOO LONG
365
+ TOO LONG
366
+ TOO LONG
367
+ TOO LONG
368
+ TOO LONG
369
+ TOO LONG
370
+ TOO LONG
371
+ TOO LONG
372
+ TOO LONG
373
+ TOO LONG
374
+ TOO LONG
375
+ TOO LONG
376
+ TOO LONG
377
+ TOO LONG
378
+ TOO LONG
379
+ TOO LONG
380
+ TOO LONG
381
+ TOO LONG
382
+ TOO LONG
383
+ TOO LONG
384
+ TOO LONG
385
+ TOO LONG
386
+ TOO LONG
387
+ TOO LONG
388
+ TOO LONG
389
+ TOO LONG
390
+ TOO LONG
391
+ TOO LONG
392
+ TOO LONG
393
+ TOO LONG
394
+ TOO LONG
395
+ TOO LONG
396
+ TOO LONG
397
+ TOO LONG
398
+ TOO LONG
399
+ TOO LONG
400
+ TOO LONG
401
+ TOO LONG
402
+ TOO LONG
403
+ TOO LONG
404
+ TOO LONG
405
+ TOO LONG
406
+ TOO LONG
407
+ TOO LONG
408
+ TOO LONG
409
+ TOO LONG
410
+ TOO LONG
411
+ TOO LONG
412
+ TOO LONG
413
+ TOO LONG
414
+ TOO LONG
415
+ TOO LONG
416
+ TOO LONG
417
+ TOO LONG
418
+ TOO LONG
419
+ TOO LONG
420
+ TOO LONG
421
+ TOO LONG
422
+ TOO LONG
423
+ TOO LONG
424
+ TOO LONG
425
+ TOO LONG
426
+ TOO LONG
427
+ TOO LONG
428
+ TOO LONG
429
+ TOO LONG
430
+ TOO LONG
431
+ TOO LONG
432
+ TOO LONG
433
+ TOO LONG
434
+ TOO LONG
435
+ TOO LONG
436
+ TOO LONG
437
+ TOO LONG
438
+ TOO LONG
439
+ TOO LONG
440
+ TOO LONG
441
+ TOO LONG
442
+ TOO LONG
443
+ TOO LONG
444
+ TOO LONG
445
+ TOO LONG
446
+ TOO LONG
447
+ TOO LONG
448
+ TOO LONG
449
+ TOO LONG
450
+ TOO LONG
451
+ TOO LONG
452
+ TOO LONG
453
+ TOO LONG
454
+ TOO LONG
455
+ TOO LONG
456
+ TOO LONG
457
+ TOO LONG
458
+ TOO LONG
459
+ TOO LONG
460
+ TOO LONG
461
+ TOO LONG
462
+ TOO LONG
463
+ TOO LONG
464
+ TOO LONG
465
+ TOO LONG
466
+ TOO LONG
467
+ TOO LONG
468
+ TOO LONG
469
+ TOO LONG
470
+ TOO LONG
471
+ TOO LONG
472
+ TOO LONG
473
+ TOO LONG
474
+ TOO LONG
475
+ TOO LONG
476
+ TOO LONG
477
+ TOO LONG
478
+ TOO LONG
479
+ TOO LONG
480
+ TOO LONG
481
+ TOO LONG
482
+ TOO LONG
483
+ TOO LONG
484
+ TOO LONG
485
+ TOO LONG
486
+ TOO LONG
487
+ TOO LONG
488
+ TOO LONG
489
+ TOO LONG
490
+ TOO LONG
491
+ TOO LONG
492
+ TOO LONG
493
+ TOO LONG
494
+ TOO LONG
495
+ TOO LONG
496
+ TOO LONG
497
+ TOO LONG
498
+ TOO LONG
499
+ TOO LONG
500
+ TOO LONG
501
+ TOO LONG
502
+ TOO LONG
503
+ TOO LONG
504
+ TOO LONG
505
+ TOO LONG
506
+ TOO LONG
507
+ TOO LONG
508
+ TOO LONG
509
+ TOO LONG
510
+ TOO LONG
511
+ TOO LONG
512
+ TOO LONG
513
+ TOO LONG
514
+ TOO LONG
515
+ TOO LONG
516
+ TOO LONG
517
+ TOO LONG
518
+ TOO LONG
519
+ TOO LONG
520
+ TOO LONG
521
+ TOO LONG
522
+ TOO LONG
523
+ TOO LONG
524
+ TOO LONG
525
+ TOO LONG
526
+ TOO LONG
527
+ TOO LONG
528
+ TOO LONG
529
+ TOO LONG
530
+ TOO LONG
531
+ TOO LONG
532
+ TOO LONG
533
+ TOO LONG
534
+ TOO LONG
535
+ TOO LONG
536
+ TOO LONG
537
+ TOO LONG
538
+ TOO LONG
539
+ TOO LONG
540
+ TOO LONG
541
+ TOO LONG
542
+ TOO LONG
543
+ TOO LONG
544
+ TOO LONG
545
+ TOO LONG
546
+ TOO LONG
547
+ TOO LONG
548
+ TOO LONG
549
+ TOO LONG
550
+ TOO LONG
551
+ TOO LONG
552
+ TOO LONG
553
+ TOO LONG
554
+ TOO LONG
555
+ TOO LONG
556
+ TOO LONG
557
+ TOO LONG
558
+ Setting up 10 worker threads for Enlighten.
559
+ Memory Statistics:
560
+ [ALLOC_TEMP_TLS] TLS Allocator
561
+ StackAllocators :
562
+ [ALLOC_TEMP_MAIN]
563
+ Peak usage frame count: [8.0 KB-16.0 KB]: 94792 frames, [2.0 MB-4.0 MB]: 1 frames
564
+ Initial Block Size 4.0 MB
565
+ Current Block Size 4.0 MB
566
+ Peak Allocated Bytes 2.1 MB
567
+ Overflow Count 0
568
+ [ALLOC_TEMP_Job.Worker 18]
569
+ Initial Block Size 256.0 KB
570
+ Current Block Size 256.0 KB
571
+ Peak Allocated Bytes 0 B
572
+ Overflow Count 0
573
+ [ALLOC_TEMP_Loading.PreloadManager]
574
+ Initial Block Size 256.0 KB
575
+ Current Block Size 300.0 KB
576
+ Peak Allocated Bytes 249.6 KB
577
+ Overflow Count 4
578
+ [ALLOC_TEMP_Loading.AsyncRead]
579
+ Initial Block Size 64.0 KB
580
+ Current Block Size 64.0 KB
581
+ Peak Allocated Bytes 128 B
582
+ Overflow Count 0
583
+ [ALLOC_TEMP_Background Job.Worker 8]
584
+ Initial Block Size 32.0 KB
585
+ Current Block Size 32.0 KB
586
+ Peak Allocated Bytes 0 B
587
+ Overflow Count 0
588
+ [ALLOC_TEMP_Job.Worker 6]
589
+ Initial Block Size 256.0 KB
590
+ Current Block Size 256.0 KB
591
+ Peak Allocated Bytes 0 B
592
+ Overflow Count 0
593
+ [ALLOC_TEMP_Job.Worker 0]
594
+ Initial Block Size 256.0 KB
595
+ Current Block Size 256.0 KB
596
+ Peak Allocated Bytes 0 B
597
+ Overflow Count 0
598
+ [ALLOC_TEMP_Background Job.Worker 10]
599
+ Initial Block Size 32.0 KB
600
+ Current Block Size 32.0 KB
601
+ Peak Allocated Bytes 0 B
602
+ Overflow Count 0
603
+ [ALLOC_TEMP_Background Job.Worker 9]
604
+ Initial Block Size 32.0 KB
605
+ Current Block Size 32.0 KB
606
+ Peak Allocated Bytes 0 B
607
+ Overflow Count 0
608
+ [ALLOC_TEMP_Job.Worker 5]
609
+ Initial Block Size 256.0 KB
610
+ Current Block Size 256.0 KB
611
+ Peak Allocated Bytes 0 B
612
+ Overflow Count 0
613
+ [ALLOC_TEMP_Background Job.Worker 14]
614
+ Initial Block Size 32.0 KB
615
+ Current Block Size 32.0 KB
616
+ Peak Allocated Bytes 0 B
617
+ Overflow Count 0
618
+ [ALLOC_TEMP_Job.Worker 16]
619
+ Initial Block Size 256.0 KB
620
+ Current Block Size 256.0 KB
621
+ Peak Allocated Bytes 0 B
622
+ Overflow Count 0
623
+ [ALLOC_TEMP_Background Job.Worker 6]
624
+ Initial Block Size 32.0 KB
625
+ Current Block Size 32.0 KB
626
+ Peak Allocated Bytes 0 B
627
+ Overflow Count 0
628
+ [ALLOC_TEMP_Job.Worker 4]
629
+ Initial Block Size 256.0 KB
630
+ Current Block Size 256.0 KB
631
+ Peak Allocated Bytes 0 B
632
+ Overflow Count 0
633
+ [ALLOC_TEMP_Job.Worker 14]
634
+ Initial Block Size 256.0 KB
635
+ Current Block Size 256.0 KB
636
+ Peak Allocated Bytes 0.7 KB
637
+ Overflow Count 0
638
+ [ALLOC_TEMP_Job.Worker 17]
639
+ Initial Block Size 256.0 KB
640
+ Current Block Size 256.0 KB
641
+ Peak Allocated Bytes 0 B
642
+ Overflow Count 0
643
+ [ALLOC_TEMP_Job.Worker 3]
644
+ Initial Block Size 256.0 KB
645
+ Current Block Size 256.0 KB
646
+ Peak Allocated Bytes 0 B
647
+ Overflow Count 0
648
+ [ALLOC_TEMP_Job.Worker 13]
649
+ Initial Block Size 256.0 KB
650
+ Current Block Size 256.0 KB
651
+ Peak Allocated Bytes 0 B
652
+ Overflow Count 0
653
+ [ALLOC_TEMP_Background Job.Worker 12]
654
+ Initial Block Size 32.0 KB
655
+ Current Block Size 32.0 KB
656
+ Peak Allocated Bytes 0 B
657
+ Overflow Count 0
658
+ [ALLOC_TEMP_EnlightenWorker] x 10
659
+ Initial Block Size 64.0 KB
660
+ Current Block Size 64.0 KB
661
+ Peak Allocated Bytes 0 B
662
+ Overflow Count 0
663
+ [ALLOC_TEMP_Background Job.Worker 15]
664
+ Initial Block Size 32.0 KB
665
+ Current Block Size 32.0 KB
666
+ Peak Allocated Bytes 0 B
667
+ Overflow Count 0
668
+ [ALLOC_TEMP_Background Job.Worker 1]
669
+ Initial Block Size 32.0 KB
670
+ Current Block Size 32.0 KB
671
+ Peak Allocated Bytes 0 B
672
+ Overflow Count 0
673
+ [ALLOC_TEMP_Background Job.Worker 2]
674
+ Initial Block Size 32.0 KB
675
+ Current Block Size 32.0 KB
676
+ Peak Allocated Bytes 0 B
677
+ Overflow Count 0
678
+ [ALLOC_TEMP_Background Job.Worker 7]
679
+ Initial Block Size 32.0 KB
680
+ Current Block Size 32.0 KB
681
+ Peak Allocated Bytes 0 B
682
+ Overflow Count 0
683
+ [ALLOC_TEMP_AssetGarbageCollectorHelper] x 19
684
+ Initial Block Size 64.0 KB
685
+ Current Block Size 64.0 KB
686
+ Peak Allocated Bytes 0 B
687
+ Overflow Count 0
688
+ [ALLOC_TEMP_Background Job.Worker 5]
689
+ Initial Block Size 32.0 KB
690
+ Current Block Size 32.0 KB
691
+ Peak Allocated Bytes 0 B
692
+ Overflow Count 0
693
+ [ALLOC_TEMP_Job.Worker 9]
694
+ Initial Block Size 256.0 KB
695
+ Current Block Size 256.0 KB
696
+ Peak Allocated Bytes 0 B
697
+ Overflow Count 0
698
+ [ALLOC_TEMP_Background Job.Worker 13]
699
+ Initial Block Size 32.0 KB
700
+ Current Block Size 32.0 KB
701
+ Peak Allocated Bytes 0 B
702
+ Overflow Count 0
703
+ [ALLOC_TEMP_Job.Worker 8]
704
+ Initial Block Size 256.0 KB
705
+ Current Block Size 256.0 KB
706
+ Peak Allocated Bytes 0 B
707
+ Overflow Count 0
708
+ [ALLOC_TEMP_Job.Worker 7]
709
+ Initial Block Size 256.0 KB
710
+ Current Block Size 256.0 KB
711
+ Peak Allocated Bytes 0 B
712
+ Overflow Count 0
713
+ [ALLOC_TEMP_Job.Worker 1]
714
+ Initial Block Size 256.0 KB
715
+ Current Block Size 256.0 KB
716
+ Peak Allocated Bytes 0 B
717
+ Overflow Count 0
718
+ [ALLOC_TEMP_Job.Worker 2]
719
+ Initial Block Size 256.0 KB
720
+ Current Block Size 256.0 KB
721
+ Peak Allocated Bytes 0 B
722
+ Overflow Count 0
723
+ [ALLOC_TEMP_Background Job.Worker 3]
724
+ Initial Block Size 32.0 KB
725
+ Current Block Size 32.0 KB
726
+ Peak Allocated Bytes 0 B
727
+ Overflow Count 0
728
+ [ALLOC_TEMP_Background Job.Worker 11]
729
+ Initial Block Size 32.0 KB
730
+ Current Block Size 32.0 KB
731
+ Peak Allocated Bytes 0 B
732
+ Overflow Count 0
733
+ [ALLOC_TEMP_Job.Worker 10]
734
+ Initial Block Size 256.0 KB
735
+ Current Block Size 256.0 KB
736
+ Peak Allocated Bytes 0 B
737
+ Overflow Count 0
738
+ [ALLOC_TEMP_Background Job.Worker 0]
739
+ Initial Block Size 32.0 KB
740
+ Current Block Size 32.0 KB
741
+ Peak Allocated Bytes 0 B
742
+ Overflow Count 0
743
+ [ALLOC_TEMP_Job.Worker 15]
744
+ Initial Block Size 256.0 KB
745
+ Current Block Size 256.0 KB
746
+ Peak Allocated Bytes 0 B
747
+ Overflow Count 0
748
+ [ALLOC_TEMP_Job.Worker 11]
749
+ Initial Block Size 256.0 KB
750
+ Current Block Size 256.0 KB
751
+ Peak Allocated Bytes 0 B
752
+ Overflow Count 0
753
+ [ALLOC_TEMP_Job.Worker 12]
754
+ Initial Block Size 256.0 KB
755
+ Current Block Size 256.0 KB
756
+ Peak Allocated Bytes 0 B
757
+ Overflow Count 0
758
+ [ALLOC_TEMP_Background Job.Worker 4]
759
+ Initial Block Size 32.0 KB
760
+ Current Block Size 32.0 KB
761
+ Peak Allocated Bytes 0 B
762
+ Overflow Count 0
763
+ [ALLOC_TEMP_BatchDeleteObjects]
764
+ Initial Block Size 64.0 KB
765
+ Current Block Size 64.0 KB
766
+ Peak Allocated Bytes 0 B
767
+ Overflow Count 0
768
+ [ALLOC_DEFAULT] Dual Thread Allocator
769
+ Peak main deferred allocation count 3
770
+ [ALLOC_BUCKET]
771
+ Large Block size 4.0 MB
772
+ Used Block count 1
773
+ Peak Allocated bytes 1.0 MB
774
+ [ALLOC_DEFAULT_MAIN]
775
+ Peak usage frame count: [4.0 MB-8.0 MB]: 94793 frames
776
+ Requested Block Size 16.0 MB
777
+ Peak Block count 1
778
+ Peak Allocated memory 4.8 MB
779
+ Peak Large allocation bytes 0 B
780
+ [ALLOC_DEFAULT_THREAD]
781
+ Peak usage frame count: [16.0 MB-32.0 MB]: 94793 frames
782
+ Requested Block Size 16.0 MB
783
+ Peak Block count 1
784
+ Peak Allocated memory 17.4 MB
785
+ Peak Large allocation bytes 16.0 MB
786
+ [ALLOC_TEMP_JOB_1_FRAME]
787
+ Initial Block Size 2.0 MB
788
+ Used Block Count 1
789
+ Overflow Count (too large) 0
790
+ Overflow Count (full) 0
791
+ [ALLOC_TEMP_JOB_2_FRAMES]
792
+ Initial Block Size 2.0 MB
793
+ Used Block Count 1
794
+ Overflow Count (too large) 0
795
+ Overflow Count (full) 0
796
+ [ALLOC_TEMP_JOB_4_FRAMES (JobTemp)]
797
+ Initial Block Size 2.0 MB
798
+ Used Block Count 2
799
+ Overflow Count (too large) 0
800
+ Overflow Count (full) 0
801
+ [ALLOC_TEMP_JOB_ASYNC (Background)]
802
+ Initial Block Size 1.0 MB
803
+ Used Block Count 3
804
+ Overflow Count (too large) 0
805
+ Overflow Count (full) 0
806
+ [ALLOC_GFX] Dual Thread Allocator
807
+ Peak main deferred allocation count 0
808
+ [ALLOC_BUCKET]
809
+ Large Block size 4.0 MB
810
+ Used Block count 1
811
+ Peak Allocated bytes 1.0 MB
812
+ [ALLOC_GFX_MAIN]
813
+ Peak usage frame count: [32.0 KB-64.0 KB]: 94792 frames, [64.0 KB-128.0 KB]: 1 frames
814
+ Requested Block Size 16.0 MB
815
+ Peak Block count 1
816
+ Peak Allocated memory 65.6 KB
817
+ Peak Large allocation bytes 0 B
818
+ [ALLOC_GFX_THREAD]
819
+ Peak usage frame count: [128.0 KB-256.0 KB]: 94793 frames
820
+ Requested Block Size 16.0 MB
821
+ Peak Block count 1
822
+ Peak Allocated memory 173.5 KB
823
+ Peak Large allocation bytes 0 B
824
+ [ALLOC_CACHEOBJECTS] Dual Thread Allocator
825
+ Peak main deferred allocation count 0
826
+ [ALLOC_BUCKET]
827
+ Large Block size 4.0 MB
828
+ Used Block count 1
829
+ Peak Allocated bytes 1.0 MB
830
+ [ALLOC_CACHEOBJECTS_MAIN]
831
+ Peak usage frame count: [0.5 MB-1.0 MB]: 94793 frames
832
+ Requested Block Size 4.0 MB
833
+ Peak Block count 1
834
+ Peak Allocated memory 0.6 MB
835
+ Peak Large allocation bytes 0 B
836
+ [ALLOC_CACHEOBJECTS_THREAD]
837
+ Peak usage frame count: [0.5 MB-1.0 MB]: 94792 frames, [2.0 MB-4.0 MB]: 1 frames
838
+ Requested Block Size 4.0 MB
839
+ Peak Block count 2
840
+ Peak Allocated memory 4.0 MB
841
+ Peak Large allocation bytes 0 B
842
+ [ALLOC_TYPETREE] Dual Thread Allocator
843
+ Peak main deferred allocation count 0
844
+ [ALLOC_BUCKET]
845
+ Large Block size 4.0 MB
846
+ Used Block count 1
847
+ Peak Allocated bytes 1.0 MB
848
+ [ALLOC_TYPETREE_MAIN]
849
+ Peak usage frame count: [0-1.0 KB]: 94793 frames
850
+ Requested Block Size 2.0 MB
851
+ Peak Block count 1
852
+ Peak Allocated memory 1.0 KB
853
+ Peak Large allocation bytes 0 B
854
+ [ALLOC_TYPETREE_THREAD]
855
+ Peak usage frame count: [1.0 KB-2.0 KB]: 94792 frames, [2.0 KB-4.0 KB]: 1 frames
856
+ Requested Block Size 2.0 MB
857
+ Peak Block count 1
858
+ Peak Allocated memory 2.2 KB
859
+ 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": 1.8141875267028809,
6
+ "min": 1.7874311208724976,
7
+ "max": 3.295750141143799,
8
+ "count": 500
9
+ },
10
+ "SoccerTwos.Policy.Entropy.sum": {
11
+ "value": 33613.265625,
12
+ "min": 26185.03515625,
13
+ "max": 130983.578125,
14
+ "count": 500
15
+ },
16
+ "SoccerTwos.Environment.EpisodeLength.mean": {
17
+ "value": 63.69230769230769,
18
+ "min": 41.125,
19
+ "max": 999.0,
20
+ "count": 500
21
+ },
22
+ "SoccerTwos.Environment.EpisodeLength.sum": {
23
+ "value": 19872.0,
24
+ "min": 11860.0,
25
+ "max": 29656.0,
26
+ "count": 500
27
+ },
28
+ "SoccerTwos.Self-play.ELO.mean": {
29
+ "value": 1634.744360154731,
30
+ "min": 1198.0995707076597,
31
+ "max": 1642.147074983002,
32
+ "count": 492
33
+ },
34
+ "SoccerTwos.Self-play.ELO.sum": {
35
+ "value": 255020.12018413807,
36
+ "min": 2399.9631171357605,
37
+ "max": 368758.81542560615,
38
+ "count": 492
39
+ },
40
+ "SoccerTwos.Step.mean": {
41
+ "value": 4999948.0,
42
+ "min": 9692.0,
43
+ "max": 4999948.0,
44
+ "count": 500
45
+ },
46
+ "SoccerTwos.Step.sum": {
47
+ "value": 4999948.0,
48
+ "min": 9692.0,
49
+ "max": 4999948.0,
50
+ "count": 500
51
+ },
52
+ "SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
53
+ "value": 0.02642429806292057,
54
+ "min": -0.08815421909093857,
55
+ "max": 0.2629711329936981,
56
+ "count": 500
57
+ },
58
+ "SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
59
+ "value": 4.122190475463867,
60
+ "min": -15.806486129760742,
61
+ "max": 34.6436882019043,
62
+ "count": 500
63
+ },
64
+ "SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
65
+ "value": 0.022039806470274925,
66
+ "min": -0.08511468768119812,
67
+ "max": 0.25583186745643616,
68
+ "count": 500
69
+ },
70
+ "SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
71
+ "value": 3.4382097721099854,
72
+ "min": -15.384428024291992,
73
+ "max": 35.561279296875,
74
+ "count": 500
75
+ },
76
+ "SoccerTwos.Environment.CumulativeReward.mean": {
77
+ "value": 0.0,
78
+ "min": 0.0,
79
+ "max": 0.0,
80
+ "count": 500
81
+ },
82
+ "SoccerTwos.Environment.CumulativeReward.sum": {
83
+ "value": 0.0,
84
+ "min": 0.0,
85
+ "max": 0.0,
86
+ "count": 500
87
+ },
88
+ "SoccerTwos.Policy.ExtrinsicReward.mean": {
89
+ "value": 0.02235897611349057,
90
+ "min": -0.8181818181818182,
91
+ "max": 0.591736844757147,
92
+ "count": 500
93
+ },
94
+ "SoccerTwos.Policy.ExtrinsicReward.sum": {
95
+ "value": 3.488000273704529,
96
+ "min": -59.77039957046509,
97
+ "max": 70.58960044384003,
98
+ "count": 500
99
+ },
100
+ "SoccerTwos.Environment.GroupCumulativeReward.mean": {
101
+ "value": 0.02235897611349057,
102
+ "min": -0.8181818181818182,
103
+ "max": 0.591736844757147,
104
+ "count": 500
105
+ },
106
+ "SoccerTwos.Environment.GroupCumulativeReward.sum": {
107
+ "value": 3.488000273704529,
108
+ "min": -59.77039957046509,
109
+ "max": 70.58960044384003,
110
+ "count": 500
111
+ },
112
+ "SoccerTwos.IsTraining.mean": {
113
+ "value": 1.0,
114
+ "min": 1.0,
115
+ "max": 1.0,
116
+ "count": 500
117
+ },
118
+ "SoccerTwos.IsTraining.sum": {
119
+ "value": 1.0,
120
+ "min": 1.0,
121
+ "max": 1.0,
122
+ "count": 500
123
+ },
124
+ "SoccerTwos.Losses.PolicyLoss.mean": {
125
+ "value": 0.015741291203691315,
126
+ "min": 0.011714390382015457,
127
+ "max": 0.02364399277139455,
128
+ "count": 239
129
+ },
130
+ "SoccerTwos.Losses.PolicyLoss.sum": {
131
+ "value": 0.015741291203691315,
132
+ "min": 0.011714390382015457,
133
+ "max": 0.02364399277139455,
134
+ "count": 239
135
+ },
136
+ "SoccerTwos.Losses.ValueLoss.mean": {
137
+ "value": 0.10384118780493737,
138
+ "min": 6.701165815078032e-05,
139
+ "max": 0.11815073440472285,
140
+ "count": 239
141
+ },
142
+ "SoccerTwos.Losses.ValueLoss.sum": {
143
+ "value": 0.10384118780493737,
144
+ "min": 6.701165815078032e-05,
145
+ "max": 0.11815073440472285,
146
+ "count": 239
147
+ },
148
+ "SoccerTwos.Losses.BaselineLoss.mean": {
149
+ "value": 0.10519942566752434,
150
+ "min": 7.277867262018844e-05,
151
+ "max": 0.12029852569103242,
152
+ "count": 239
153
+ },
154
+ "SoccerTwos.Losses.BaselineLoss.sum": {
155
+ "value": 0.10519942566752434,
156
+ "min": 7.277867262018844e-05,
157
+ "max": 0.12029852569103242,
158
+ "count": 239
159
+ },
160
+ "SoccerTwos.Policy.LearningRate.mean": {
161
+ "value": 0.0003,
162
+ "min": 0.0003,
163
+ "max": 0.0003,
164
+ "count": 239
165
+ },
166
+ "SoccerTwos.Policy.LearningRate.sum": {
167
+ "value": 0.0003,
168
+ "min": 0.0003,
169
+ "max": 0.0003,
170
+ "count": 239
171
+ },
172
+ "SoccerTwos.Policy.Epsilon.mean": {
173
+ "value": 0.20000000000000007,
174
+ "min": 0.2,
175
+ "max": 0.20000000000000007,
176
+ "count": 239
177
+ },
178
+ "SoccerTwos.Policy.Epsilon.sum": {
179
+ "value": 0.20000000000000007,
180
+ "min": 0.2,
181
+ "max": 0.20000000000000007,
182
+ "count": 239
183
+ },
184
+ "SoccerTwos.Policy.Beta.mean": {
185
+ "value": 0.005000000000000001,
186
+ "min": 0.005,
187
+ "max": 0.005000000000000001,
188
+ "count": 239
189
+ },
190
+ "SoccerTwos.Policy.Beta.sum": {
191
+ "value": 0.005000000000000001,
192
+ "min": 0.005,
193
+ "max": 0.005000000000000001,
194
+ "count": 239
195
+ }
196
+ },
197
+ "metadata": {
198
+ "timer_format_version": "0.1.0",
199
+ "start_time_seconds": "1709517974",
200
+ "python_version": "3.10.12 (main, Aug 16 2023, 20:18:15) [GCC 10.2.1 20210110]",
201
+ "command_line_arguments": "/home/hf/.local/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos.exe --run-id=SoccerTwos --no-graphics --force",
202
+ "mlagents_version": "1.1.0.dev0",
203
+ "mlagents_envs_version": "1.1.0.dev0",
204
+ "communication_protocol_version": "1.5.0",
205
+ "pytorch_version": "2.2.1+cu121",
206
+ "numpy_version": "1.23.5",
207
+ "end_time_seconds": "1709527562"
208
+ },
209
+ "total": 9587.241177209013,
210
+ "count": 1,
211
+ "self": 0.5314833370503038,
212
+ "children": {
213
+ "run_training.setup": {
214
+ "total": 0.035167681984603405,
215
+ "count": 1,
216
+ "self": 0.035167681984603405
217
+ },
218
+ "TrainerController.start_learning": {
219
+ "total": 9586.674526189978,
220
+ "count": 1,
221
+ "self": 5.782015811128076,
222
+ "children": {
223
+ "TrainerController._reset_env": {
224
+ "total": 3.1628817589371465,
225
+ "count": 25,
226
+ "self": 3.1628817589371465
227
+ },
228
+ "TrainerController.advance": {
229
+ "total": 9577.524895150913,
230
+ "count": 340347,
231
+ "self": 5.872761982289376,
232
+ "children": {
233
+ "env_step": {
234
+ "total": 5401.460176069988,
235
+ "count": 340347,
236
+ "self": 4707.99512681755,
237
+ "children": {
238
+ "SubprocessEnvManager._take_step": {
239
+ "total": 689.4457047251344,
240
+ "count": 340347,
241
+ "self": 32.467159908497706,
242
+ "children": {
243
+ "TorchPolicy.evaluate": {
244
+ "total": 656.9785448166367,
245
+ "count": 631960,
246
+ "self": 656.9785448166367
247
+ }
248
+ }
249
+ },
250
+ "workers": {
251
+ "total": 4.019344527303474,
252
+ "count": 340347,
253
+ "self": 0.0,
254
+ "children": {
255
+ "worker_root": {
256
+ "total": 9575.290859081695,
257
+ "count": 340347,
258
+ "is_parallel": true,
259
+ "self": 5505.455079673382,
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": 0.0017033430049195886,
269
+ "count": 2,
270
+ "is_parallel": true,
271
+ "self": 0.0004915839817840606,
272
+ "children": {
273
+ "_process_rank_one_or_two_observation": {
274
+ "total": 0.001211759023135528,
275
+ "count": 8,
276
+ "is_parallel": true,
277
+ "self": 0.001211759023135528
278
+ }
279
+ }
280
+ },
281
+ "UnityEnvironment.step": {
282
+ "total": 0.02182876502047293,
283
+ "count": 1,
284
+ "is_parallel": true,
285
+ "self": 0.0003339580143801868,
286
+ "children": {
287
+ "UnityEnvironment._generate_step_input": {
288
+ "total": 0.00024807400768622756,
289
+ "count": 1,
290
+ "is_parallel": true,
291
+ "self": 0.00024807400768622756
292
+ },
293
+ "communicator.exchange": {
294
+ "total": 0.020199930004309863,
295
+ "count": 1,
296
+ "is_parallel": true,
297
+ "self": 0.020199930004309863
298
+ },
299
+ "steps_from_proto": {
300
+ "total": 0.0010468029940966517,
301
+ "count": 2,
302
+ "is_parallel": true,
303
+ "self": 0.0002818449283950031,
304
+ "children": {
305
+ "_process_rank_one_or_two_observation": {
306
+ "total": 0.0007649580657016486,
307
+ "count": 8,
308
+ "is_parallel": true,
309
+ "self": 0.0007649580657016486
310
+ }
311
+ }
312
+ }
313
+ }
314
+ }
315
+ }
316
+ },
317
+ "UnityEnvironment.step": {
318
+ "total": 4069.80994430423,
319
+ "count": 340346,
320
+ "is_parallel": true,
321
+ "self": 119.39099005129538,
322
+ "children": {
323
+ "UnityEnvironment._generate_step_input": {
324
+ "total": 77.58837799314642,
325
+ "count": 340346,
326
+ "is_parallel": true,
327
+ "self": 77.58837799314642
328
+ },
329
+ "communicator.exchange": {
330
+ "total": 3510.695543169859,
331
+ "count": 340346,
332
+ "is_parallel": true,
333
+ "self": 3510.695543169859
334
+ },
335
+ "steps_from_proto": {
336
+ "total": 362.1350330899295,
337
+ "count": 680692,
338
+ "is_parallel": true,
339
+ "self": 81.05877564667026,
340
+ "children": {
341
+ "_process_rank_one_or_two_observation": {
342
+ "total": 281.07625744325924,
343
+ "count": 2722768,
344
+ "is_parallel": true,
345
+ "self": 281.07625744325924
346
+ }
347
+ }
348
+ }
349
+ }
350
+ },
351
+ "steps_from_proto": {
352
+ "total": 0.02583510408294387,
353
+ "count": 48,
354
+ "is_parallel": true,
355
+ "self": 0.0060898262017872185,
356
+ "children": {
357
+ "_process_rank_one_or_two_observation": {
358
+ "total": 0.019745277881156653,
359
+ "count": 192,
360
+ "is_parallel": true,
361
+ "self": 0.019745277881156653
362
+ }
363
+ }
364
+ }
365
+ }
366
+ }
367
+ }
368
+ }
369
+ }
370
+ },
371
+ "trainer_advance": {
372
+ "total": 4170.191957098636,
373
+ "count": 340347,
374
+ "self": 45.29780760707217,
375
+ "children": {
376
+ "process_trajectory": {
377
+ "total": 687.7706350488006,
378
+ "count": 340347,
379
+ "self": 686.3132269807975,
380
+ "children": {
381
+ "RLTrainer._checkpoint": {
382
+ "total": 1.457408068003133,
383
+ "count": 10,
384
+ "self": 1.457408068003133
385
+ }
386
+ }
387
+ },
388
+ "_update_policy": {
389
+ "total": 3437.123514442763,
390
+ "count": 239,
391
+ "self": 489.62579111676314,
392
+ "children": {
393
+ "TorchPOCAOptimizer.update": {
394
+ "total": 2947.4977233259997,
395
+ "count": 7173,
396
+ "self": 2947.4977233259997
397
+ }
398
+ }
399
+ }
400
+ }
401
+ }
402
+ }
403
+ },
404
+ "trainer_threads": {
405
+ "total": 7.079797796905041e-07,
406
+ "count": 1,
407
+ "self": 7.079797796905041e-07
408
+ },
409
+ "TrainerController._save_models": {
410
+ "total": 0.20473276101984084,
411
+ "count": 1,
412
+ "self": 0.04719769299845211,
413
+ "children": {
414
+ "RLTrainer._checkpoint": {
415
+ "total": 0.15753506802138872,
416
+ "count": 1,
417
+ "self": 0.15753506802138872
418
+ }
419
+ }
420
+ }
421
+ }
422
+ }
423
+ }
424
+ }
run_logs/training_status.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "SoccerTwos": {
3
+ "checkpoints": [
4
+ {
5
+ "steps": 3499989,
6
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-3499989.onnx",
7
+ "reward": 0.0,
8
+ "creation_time": 1709524715.8901033,
9
+ "auxillary_file_paths": [
10
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-3499989.pt"
11
+ ]
12
+ },
13
+ {
14
+ "steps": 3999952,
15
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-3999952.onnx",
16
+ "reward": 0.0,
17
+ "creation_time": 1709525671.2718656,
18
+ "auxillary_file_paths": [
19
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-3999952.pt"
20
+ ]
21
+ },
22
+ {
23
+ "steps": 4499900,
24
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-4499900.onnx",
25
+ "reward": 0.0,
26
+ "creation_time": 1709526618.5913074,
27
+ "auxillary_file_paths": [
28
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-4499900.pt"
29
+ ]
30
+ },
31
+ {
32
+ "steps": 4999948,
33
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-4999948.onnx",
34
+ "reward": 0.0,
35
+ "creation_time": 1709527561.4011607,
36
+ "auxillary_file_paths": [
37
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-4999948.pt"
38
+ ]
39
+ },
40
+ {
41
+ "steps": 5000094,
42
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-5000094.onnx",
43
+ "reward": 0.0,
44
+ "creation_time": 1709527561.5736253,
45
+ "auxillary_file_paths": [
46
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-5000094.pt"
47
+ ]
48
+ }
49
+ ],
50
+ "elo": 1634.8180366172537,
51
+ "final_checkpoint": {
52
+ "steps": 5000094,
53
+ "file_path": "results/SoccerTwos/SoccerTwos.onnx",
54
+ "reward": 0.0,
55
+ "creation_time": 1709527561.5736253,
56
+ "auxillary_file_paths": [
57
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-5000094.pt"
58
+ ]
59
+ }
60
+ },
61
+ "metadata": {
62
+ "stats_format_version": "0.3.0",
63
+ "mlagents_version": "1.1.0.dev0",
64
+ "torch_version": "2.2.1+cu121"
65
+ }
66
+ }