First Push
Browse files- Pyramids.onnx +3 -0
- Pyramids/Pyramids-1000103.onnx +3 -0
- Pyramids/Pyramids-1000103.pt +3 -0
- Pyramids/Pyramids-499909.onnx +3 -0
- Pyramids/Pyramids-499909.pt +3 -0
- Pyramids/Pyramids-999975.onnx +3 -0
- Pyramids/Pyramids-999975.pt +3 -0
- Pyramids/checkpoint.pt +3 -0
- Pyramids/events.out.tfevents.1700124805.0bfaf0e3c443.6653.0 +3 -0
- README.md +35 -0
- config.json +1 -0
- configuration.yaml +91 -0
- run_logs/Player-0.log +317 -0
- run_logs/timers.json +398 -0
- run_logs/training_status.json +47 -0
Pyramids.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f2e2ea0c09262ae2c0bfb8e97cd2c756869ea37b971c70a35daf40eea6ea771e
|
3 |
+
size 1420238
|
Pyramids/Pyramids-1000103.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f2e2ea0c09262ae2c0bfb8e97cd2c756869ea37b971c70a35daf40eea6ea771e
|
3 |
+
size 1420238
|
Pyramids/Pyramids-1000103.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7637fd6512c536dbff302f2e4b733ed91d53647a999f6262456cdd77e8f64327
|
3 |
+
size 8656252
|
Pyramids/Pyramids-499909.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a0c4c7e61bb5f42d6d55f336046580f0d642954ae326c2ce9598d40f2ab284a0
|
3 |
+
size 1420238
|
Pyramids/Pyramids-499909.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b25babf57ef901ca646b8ebe7afc1422c2d6757fa7f40f5ad590d0c90f9961eb
|
3 |
+
size 8656173
|
Pyramids/Pyramids-999975.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f2e2ea0c09262ae2c0bfb8e97cd2c756869ea37b971c70a35daf40eea6ea771e
|
3 |
+
size 1420238
|
Pyramids/Pyramids-999975.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0a38b111f2b0aea539a3da7161b1af3d9f1540d68c83c58cda7d89e517c5eb78
|
3 |
+
size 8656173
|
Pyramids/checkpoint.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:83898c4f7c7a4930efe1019abc0b9fbd758315d32f58e27d7f20d658b8b10ac2
|
3 |
+
size 8655778
|
Pyramids/events.out.tfevents.1700124805.0bfaf0e3c443.6653.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:de31e7fb249d99a7ff8ef1d89bc92bc375ef9cd67156eea26a4075778505ea95
|
3 |
+
size 323438
|
README.md
ADDED
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
library_name: ml-agents
|
3 |
+
tags:
|
4 |
+
- Pyramids
|
5 |
+
- deep-reinforcement-learning
|
6 |
+
- reinforcement-learning
|
7 |
+
- ML-Agents-Pyramids
|
8 |
+
---
|
9 |
+
|
10 |
+
# **ppo** Agent playing **Pyramids**
|
11 |
+
This is a trained model of a **ppo** agent playing **Pyramids**
|
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: Leventiir/ppo-PyramidsRND
|
33 |
+
3. Step 2: Select your *.nn /*.onnx file
|
34 |
+
4. Click on Watch the agent play 👀
|
35 |
+
|
config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"default_settings": null, "behaviors": {"Pyramids": {"trainer_type": "ppo", "hyperparameters": {"batch_size": 128, "buffer_size": 2048, "learning_rate": 0.0003, "beta": 0.01, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "shared_critic": false, "learning_rate_schedule": "linear", "beta_schedule": "linear", "epsilon_schedule": "linear"}, "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}}, "rnd": {"gamma": 0.99, "strength": 0.01, "network_settings": {"normalize": false, "hidden_units": 64, "num_layers": 3, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "learning_rate": 0.0001, "encoding_size": null}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 1000000, "time_horizon": 128, "summary_freq": 30000, "threaded": false, "self_play": null, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/linux/Pyramids/Pyramids", "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}, "environment_parameters": null, "checkpoint_settings": {"run_id": "Pyramids Training", "initialize_from": null, "load_model": false, "resume": false, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
|
configuration.yaml
ADDED
@@ -0,0 +1,91 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
default_settings: null
|
2 |
+
behaviors:
|
3 |
+
Pyramids:
|
4 |
+
trainer_type: ppo
|
5 |
+
hyperparameters:
|
6 |
+
batch_size: 128
|
7 |
+
buffer_size: 2048
|
8 |
+
learning_rate: 0.0003
|
9 |
+
beta: 0.01
|
10 |
+
epsilon: 0.2
|
11 |
+
lambd: 0.95
|
12 |
+
num_epoch: 3
|
13 |
+
shared_critic: false
|
14 |
+
learning_rate_schedule: linear
|
15 |
+
beta_schedule: linear
|
16 |
+
epsilon_schedule: linear
|
17 |
+
checkpoint_interval: 500000
|
18 |
+
network_settings:
|
19 |
+
normalize: false
|
20 |
+
hidden_units: 512
|
21 |
+
num_layers: 2
|
22 |
+
vis_encode_type: simple
|
23 |
+
memory: null
|
24 |
+
goal_conditioning_type: hyper
|
25 |
+
deterministic: false
|
26 |
+
reward_signals:
|
27 |
+
extrinsic:
|
28 |
+
gamma: 0.99
|
29 |
+
strength: 1.0
|
30 |
+
network_settings:
|
31 |
+
normalize: false
|
32 |
+
hidden_units: 128
|
33 |
+
num_layers: 2
|
34 |
+
vis_encode_type: simple
|
35 |
+
memory: null
|
36 |
+
goal_conditioning_type: hyper
|
37 |
+
deterministic: false
|
38 |
+
rnd:
|
39 |
+
gamma: 0.99
|
40 |
+
strength: 0.01
|
41 |
+
network_settings:
|
42 |
+
normalize: false
|
43 |
+
hidden_units: 64
|
44 |
+
num_layers: 3
|
45 |
+
vis_encode_type: simple
|
46 |
+
memory: null
|
47 |
+
goal_conditioning_type: hyper
|
48 |
+
deterministic: false
|
49 |
+
learning_rate: 0.0001
|
50 |
+
encoding_size: null
|
51 |
+
init_path: null
|
52 |
+
keep_checkpoints: 5
|
53 |
+
even_checkpoints: false
|
54 |
+
max_steps: 1000000
|
55 |
+
time_horizon: 128
|
56 |
+
summary_freq: 30000
|
57 |
+
threaded: false
|
58 |
+
self_play: null
|
59 |
+
behavioral_cloning: null
|
60 |
+
env_settings:
|
61 |
+
env_path: ./training-envs-executables/linux/Pyramids/Pyramids
|
62 |
+
env_args: null
|
63 |
+
base_port: 5005
|
64 |
+
num_envs: 1
|
65 |
+
num_areas: 1
|
66 |
+
timeout_wait: 60
|
67 |
+
seed: -1
|
68 |
+
max_lifetime_restarts: 10
|
69 |
+
restarts_rate_limit_n: 1
|
70 |
+
restarts_rate_limit_period_s: 60
|
71 |
+
engine_settings:
|
72 |
+
width: 84
|
73 |
+
height: 84
|
74 |
+
quality_level: 5
|
75 |
+
time_scale: 20
|
76 |
+
target_frame_rate: -1
|
77 |
+
capture_frame_rate: 60
|
78 |
+
no_graphics: true
|
79 |
+
environment_parameters: null
|
80 |
+
checkpoint_settings:
|
81 |
+
run_id: Pyramids Training
|
82 |
+
initialize_from: null
|
83 |
+
load_model: false
|
84 |
+
resume: false
|
85 |
+
force: false
|
86 |
+
train_model: false
|
87 |
+
inference: false
|
88 |
+
results_dir: results
|
89 |
+
torch_settings:
|
90 |
+
device: null
|
91 |
+
debug: false
|
run_logs/Player-0.log
ADDED
@@ -0,0 +1,317 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Mono path[0] = '/content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/Managed'
|
2 |
+
Mono config path = '/content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/MonoBleedingEdge/etc'
|
3 |
+
Found 1 interfaces on host : 0) 172.28.0.12
|
4 |
+
Multi-casting "[IP] 172.28.0.12 [Port] 55377 [Flags] 2 [Guid] 1174087855 [EditorId] 764847374 [Version] 1048832 [Id] LinuxPlayer(13,172.28.0.12) [Debug] 0 [PackageName] LinuxPlayer [ProjectName] UnityEnvironment" to [225.0.0.222:54997]...
|
5 |
+
Preloaded 'lib_burst_generated.so'
|
6 |
+
Preloaded 'libgrpc_csharp_ext.x64.so'
|
7 |
+
PlayerPrefs - Creating folder: /root/.config/unity3d/Unity Technologies
|
8 |
+
PlayerPrefs - Creating folder: /root/.config/unity3d/Unity Technologies/UnityEnvironment
|
9 |
+
Unable to load player prefs
|
10 |
+
Initialize engine version: 2021.3.5f1 (40eb3a945986)
|
11 |
+
[Subsystems] Discovering subsystems at path /content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/UnitySubsystems
|
12 |
+
Forcing GfxDevice: Null
|
13 |
+
GfxDevice: creating device client; threaded=0; jobified=0
|
14 |
+
NullGfxDevice:
|
15 |
+
Version: NULL 1.0 [1.0]
|
16 |
+
Renderer: Null Device
|
17 |
+
Vendor: Unity Technologies
|
18 |
+
ALSA lib confmisc.c:855:(parse_card) cannot find card '0'
|
19 |
+
ALSA lib conf.c:5178:(_snd_config_evaluate) function snd_func_card_inum returned error: No such file or directory
|
20 |
+
ALSA lib confmisc.c:422:(snd_func_concat) error evaluating strings
|
21 |
+
ALSA lib conf.c:5178:(_snd_config_evaluate) function snd_func_concat returned error: No such file or directory
|
22 |
+
ALSA lib confmisc.c:1334:(snd_func_refer) error evaluating name
|
23 |
+
ALSA lib conf.c:5178:(_snd_config_evaluate) function snd_func_refer returned error: No such file or directory
|
24 |
+
ALSA lib conf.c:5701:(snd_config_expand) Evaluate error: No such file or directory
|
25 |
+
ALSA lib pcm.c:2664:(snd_pcm_open_noupdate) Unknown PCM default
|
26 |
+
FMOD failed to initialize the output device.: "Error initializing output device. " (60)
|
27 |
+
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
|
28 |
+
ALSA lib confmisc.c:855:(parse_card) cannot find card '0'
|
29 |
+
ALSA lib conf.c:5178:(_snd_config_evaluate) function snd_func_card_inum returned error: No such file or directory
|
30 |
+
ALSA lib confmisc.c:422:(snd_func_concat) error evaluating strings
|
31 |
+
ALSA lib conf.c:5178:(_snd_config_evaluate) function snd_func_concat returned error: No such file or directory
|
32 |
+
ALSA lib confmisc.c:1334:(snd_func_refer) error evaluating name
|
33 |
+
ALSA lib conf.c:5178:(_snd_config_evaluate) function snd_func_refer returned error: No such file or directory
|
34 |
+
ALSA lib conf.c:5701:(snd_config_expand) Evaluate error: No such file or directory
|
35 |
+
ALSA lib pcm.c:2664:(snd_pcm_open_noupdate) Unknown PCM default
|
36 |
+
FMOD failed to initialize the output device.: "Error initializing output device. " (60)
|
37 |
+
FMOD initialized on nosound output
|
38 |
+
Begin MonoManager ReloadAssembly
|
39 |
+
- Completed reload, in 0.098 seconds
|
40 |
+
ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
41 |
+
ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
42 |
+
ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
43 |
+
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
|
44 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
45 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
46 |
+
ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
47 |
+
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
|
48 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
49 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
50 |
+
WARNING: Shader Unsupported: 'Legacy Shaders/Diffuse' - All subshaders removed
|
51 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
52 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
53 |
+
ERROR: Shader Legacy Shaders/Diffuse shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
54 |
+
WARNING: Shader Unsupported: 'Legacy Shaders/Diffuse' - All subshaders removed
|
55 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
56 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
57 |
+
WARNING: Shader Unsupported: 'ML-Agents/GridPattern' - All subshaders removed
|
58 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
59 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
60 |
+
ERROR: Shader ML-Agents/GridPattern shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
61 |
+
WARNING: Shader Unsupported: 'ML-Agents/GridPattern' - All subshaders removed
|
62 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
63 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
64 |
+
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
65 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
66 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
67 |
+
ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
68 |
+
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
69 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
70 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
71 |
+
UnloadTime: 0.866556 ms
|
72 |
+
ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
73 |
+
requesting resize 84 x 84
|
74 |
+
Setting up 1 worker threads for Enlighten.
|
75 |
+
PlayerConnection::CleanupMemory Statistics:
|
76 |
+
[ALLOC_TEMP_TLS] TLS Allocator
|
77 |
+
StackAllocators :
|
78 |
+
[ALLOC_TEMP_MAIN]
|
79 |
+
Peak usage frame count: [16.0 KB-32.0 KB]: 4133 frames, [32.0 KB-64.0 KB]: 12257 frames, [64.0 KB-128.0 KB]: 2378 frames, [2.0 MB-4.0 MB]: 1 frames
|
80 |
+
Initial Block Size 4.0 MB
|
81 |
+
Current Block Size 4.0 MB
|
82 |
+
Peak Allocated Bytes 2.0 MB
|
83 |
+
Overflow Count 0
|
84 |
+
[ALLOC_TEMP_Background Job.Worker 8]
|
85 |
+
Initial Block Size 32.0 KB
|
86 |
+
Current Block Size 32.0 KB
|
87 |
+
Peak Allocated Bytes 0 B
|
88 |
+
Overflow Count 0
|
89 |
+
[ALLOC_TEMP_Background Job.Worker 10]
|
90 |
+
Initial Block Size 32.0 KB
|
91 |
+
Current Block Size 32.0 KB
|
92 |
+
Peak Allocated Bytes 0 B
|
93 |
+
Overflow Count 0
|
94 |
+
[ALLOC_TEMP_Background Job.Worker 6]
|
95 |
+
Initial Block Size 32.0 KB
|
96 |
+
Current Block Size 32.0 KB
|
97 |
+
Peak Allocated Bytes 0 B
|
98 |
+
Overflow Count 0
|
99 |
+
[ALLOC_TEMP_AUDIO_FMOD mixer thread]
|
100 |
+
Initial Block Size 64.0 KB
|
101 |
+
Current Block Size 64.0 KB
|
102 |
+
Peak Allocated Bytes 0 B
|
103 |
+
Overflow Count 0
|
104 |
+
[ALLOC_TEMP_Background Job.Worker 1]
|
105 |
+
Initial Block Size 32.0 KB
|
106 |
+
Current Block Size 32.0 KB
|
107 |
+
Peak Allocated Bytes 0 B
|
108 |
+
Overflow Count 0
|
109 |
+
[ALLOC_TEMP_Background Job.Worker 11]
|
110 |
+
Initial Block Size 32.0 KB
|
111 |
+
Current Block Size 32.0 KB
|
112 |
+
Peak Allocated Bytes 0 B
|
113 |
+
Overflow Count 0
|
114 |
+
[ALLOC_TEMP_Background Job.Worker 3]
|
115 |
+
Initial Block Size 32.0 KB
|
116 |
+
Current Block Size 32.0 KB
|
117 |
+
Peak Allocated Bytes 0 B
|
118 |
+
Overflow Count 0
|
119 |
+
[ALLOC_TEMP_BatchDeleteObjects]
|
120 |
+
Initial Block Size 64.0 KB
|
121 |
+
Current Block Size 64.0 KB
|
122 |
+
Peak Allocated Bytes 0 B
|
123 |
+
Overflow Count 0
|
124 |
+
[ALLOC_TEMP_AUDIO_FMOD stream thread]
|
125 |
+
Initial Block Size 64.0 KB
|
126 |
+
Current Block Size 64.0 KB
|
127 |
+
Peak Allocated Bytes 0 B
|
128 |
+
Overflow Count 0
|
129 |
+
[ALLOC_TEMP_Background Job.Worker 15]
|
130 |
+
Initial Block Size 32.0 KB
|
131 |
+
Current Block Size 32.0 KB
|
132 |
+
Peak Allocated Bytes 0 B
|
133 |
+
Overflow Count 0
|
134 |
+
[ALLOC_TEMP_Background Job.Worker 7]
|
135 |
+
Initial Block Size 32.0 KB
|
136 |
+
Current Block Size 32.0 KB
|
137 |
+
Peak Allocated Bytes 0 B
|
138 |
+
Overflow Count 0
|
139 |
+
[ALLOC_TEMP_Background Job.Worker 2]
|
140 |
+
Initial Block Size 32.0 KB
|
141 |
+
Current Block Size 32.0 KB
|
142 |
+
Peak Allocated Bytes 0 B
|
143 |
+
Overflow Count 0
|
144 |
+
[ALLOC_TEMP_Loading.PreloadManager]
|
145 |
+
Initial Block Size 256.0 KB
|
146 |
+
Current Block Size 320.0 KB
|
147 |
+
Peak Allocated Bytes 251.5 KB
|
148 |
+
Overflow Count 4
|
149 |
+
[ALLOC_TEMP_Profiler.Dispatcher]
|
150 |
+
Initial Block Size 64.0 KB
|
151 |
+
Current Block Size 64.0 KB
|
152 |
+
Peak Allocated Bytes 0 B
|
153 |
+
Overflow Count 0
|
154 |
+
[ALLOC_TEMP_Background Job.Worker 12]
|
155 |
+
Initial Block Size 32.0 KB
|
156 |
+
Current Block Size 32.0 KB
|
157 |
+
Peak Allocated Bytes 0 B
|
158 |
+
Overflow Count 0
|
159 |
+
[ALLOC_TEMP_AssetGarbageCollectorHelper]
|
160 |
+
Initial Block Size 64.0 KB
|
161 |
+
Current Block Size 64.0 KB
|
162 |
+
Peak Allocated Bytes 0 B
|
163 |
+
Overflow Count 0
|
164 |
+
[ALLOC_TEMP_Background Job.Worker 5]
|
165 |
+
Initial Block Size 32.0 KB
|
166 |
+
Current Block Size 32.0 KB
|
167 |
+
Peak Allocated Bytes 0 B
|
168 |
+
Overflow Count 0
|
169 |
+
[ALLOC_TEMP_Background Job.Worker 13]
|
170 |
+
Initial Block Size 32.0 KB
|
171 |
+
Current Block Size 32.0 KB
|
172 |
+
Peak Allocated Bytes 0 B
|
173 |
+
Overflow Count 0
|
174 |
+
[ALLOC_TEMP_Background Job.Worker 0]
|
175 |
+
Initial Block Size 32.0 KB
|
176 |
+
Current Block Size 32.0 KB
|
177 |
+
Peak Allocated Bytes 0 B
|
178 |
+
Overflow Count 0
|
179 |
+
[ALLOC_TEMP_Background Job.Worker 4]
|
180 |
+
Initial Block Size 32.0 KB
|
181 |
+
Current Block Size 32.0 KB
|
182 |
+
Peak Allocated Bytes 0 B
|
183 |
+
Overflow Count 0
|
184 |
+
[ALLOC_TEMP_Job.Worker 0]
|
185 |
+
Initial Block Size 256.0 KB
|
186 |
+
Current Block Size 256.0 KB
|
187 |
+
Peak Allocated Bytes 0.8 KB
|
188 |
+
Overflow Count 0
|
189 |
+
[ALLOC_TEMP_Background Job.Worker 9]
|
190 |
+
Initial Block Size 32.0 KB
|
191 |
+
Current Block Size 32.0 KB
|
192 |
+
Peak Allocated Bytes 0 B
|
193 |
+
Overflow Count 0
|
194 |
+
[ALLOC_TEMP_Background Job.Worker 14]
|
195 |
+
Initial Block Size 32.0 KB
|
196 |
+
Current Block Size 32.0 KB
|
197 |
+
Peak Allocated Bytes 0 B
|
198 |
+
Overflow Count 0
|
199 |
+
[ALLOC_TEMP_EnlightenWorker]
|
200 |
+
Initial Block Size 64.0 KB
|
201 |
+
Current Block Size 64.0 KB
|
202 |
+
Peak Allocated Bytes 0 B
|
203 |
+
Overflow Count 0
|
204 |
+
[ALLOC_TEMP_Loading.AsyncRead]
|
205 |
+
Initial Block Size 64.0 KB
|
206 |
+
Current Block Size 64.0 KB
|
207 |
+
Peak Allocated Bytes 128 B
|
208 |
+
Overflow Count 0
|
209 |
+
[ALLOC_MEMORYPROFILER]
|
210 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 299 frames, [1.0 MB-2.0 MB]: 18470 frames
|
211 |
+
Requested Block Size 1.0 MB
|
212 |
+
Peak Block count 2
|
213 |
+
Peak Allocated memory 1.6 MB
|
214 |
+
Peak Large allocation bytes 0 B
|
215 |
+
[ALLOC_DEFAULT] Dual Thread Allocator
|
216 |
+
Peak main deferred allocation count 12584
|
217 |
+
[ALLOC_BUCKET]
|
218 |
+
Large Block size 4.0 MB
|
219 |
+
Used Block count 1
|
220 |
+
Peak Allocated bytes 1.7 MB
|
221 |
+
[ALLOC_DEFAULT_MAIN]
|
222 |
+
Peak usage frame count: [8.0 MB-16.0 MB]: 1 frames, [16.0 MB-32.0 MB]: 18768 frames
|
223 |
+
Requested Block Size 16.0 MB
|
224 |
+
Peak Block count 3
|
225 |
+
Peak Allocated memory 31.3 MB
|
226 |
+
Peak Large allocation bytes 0 B
|
227 |
+
[ALLOC_DEFAULT_THREAD]
|
228 |
+
Peak usage frame count: [16.0 MB-32.0 MB]: 18769 frames
|
229 |
+
Requested Block Size 16.0 MB
|
230 |
+
Peak Block count 1
|
231 |
+
Peak Allocated memory 22.2 MB
|
232 |
+
Peak Large allocation bytes 16.0 MB
|
233 |
+
[ALLOC_TEMP_JOB_1_FRAME]
|
234 |
+
Initial Block Size 2.0 MB
|
235 |
+
Used Block Count 1
|
236 |
+
Overflow Count (too large) 0
|
237 |
+
Overflow Count (full) 0
|
238 |
+
[ALLOC_TEMP_JOB_2_FRAMES]
|
239 |
+
Initial Block Size 2.0 MB
|
240 |
+
Used Block Count 1
|
241 |
+
Overflow Count (too large) 0
|
242 |
+
Overflow Count (full) 0
|
243 |
+
[ALLOC_TEMP_JOB_4_FRAMES (JobTemp)]
|
244 |
+
Initial Block Size 2.0 MB
|
245 |
+
Used Block Count 2
|
246 |
+
Overflow Count (too large) 0
|
247 |
+
Overflow Count (full) 0
|
248 |
+
[ALLOC_TEMP_JOB_ASYNC (Background)]
|
249 |
+
Initial Block Size 1.0 MB
|
250 |
+
Used Block Count 3
|
251 |
+
Overflow Count (too large) 0
|
252 |
+
Overflow Count (full) 0
|
253 |
+
[ALLOC_GFX] Dual Thread Allocator
|
254 |
+
Peak main deferred allocation count 0
|
255 |
+
[ALLOC_BUCKET]
|
256 |
+
Large Block size 4.0 MB
|
257 |
+
Used Block count 1
|
258 |
+
Peak Allocated bytes 1.7 MB
|
259 |
+
[ALLOC_GFX_MAIN]
|
260 |
+
Peak usage frame count: [32.0 KB-64.0 KB]: 18768 frames, [64.0 KB-128.0 KB]: 1 frames
|
261 |
+
Requested Block Size 16.0 MB
|
262 |
+
Peak Block count 1
|
263 |
+
Peak Allocated memory 67.0 KB
|
264 |
+
Peak Large allocation bytes 0 B
|
265 |
+
[ALLOC_GFX_THREAD]
|
266 |
+
Peak usage frame count: [64.0 KB-128.0 KB]: 18769 frames
|
267 |
+
Requested Block Size 16.0 MB
|
268 |
+
Peak Block count 1
|
269 |
+
Peak Allocated memory 67.7 KB
|
270 |
+
Peak Large allocation bytes 0 B
|
271 |
+
[ALLOC_CACHEOBJECTS] Dual Thread Allocator
|
272 |
+
Peak main deferred allocation count 1
|
273 |
+
[ALLOC_BUCKET]
|
274 |
+
Large Block size 4.0 MB
|
275 |
+
Used Block count 1
|
276 |
+
Peak Allocated bytes 1.7 MB
|
277 |
+
[ALLOC_CACHEOBJECTS_MAIN]
|
278 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 299 frames, [1.0 MB-2.0 MB]: 18470 frames
|
279 |
+
Requested Block Size 4.0 MB
|
280 |
+
Peak Block count 1
|
281 |
+
Peak Allocated memory 1.4 MB
|
282 |
+
Peak Large allocation bytes 0 B
|
283 |
+
[ALLOC_CACHEOBJECTS_THREAD]
|
284 |
+
Peak usage frame count: [1.0 MB-2.0 MB]: 18768 frames, [4.0 MB-8.0 MB]: 1 frames
|
285 |
+
Requested Block Size 4.0 MB
|
286 |
+
Peak Block count 2
|
287 |
+
Peak Allocated memory 4.7 MB
|
288 |
+
Peak Large allocation bytes 0 B
|
289 |
+
[ALLOC_TYPETREE] Dual Thread Allocator
|
290 |
+
Peak main deferred allocation count 0
|
291 |
+
[ALLOC_BUCKET]
|
292 |
+
Large Block size 4.0 MB
|
293 |
+
Used Block count 1
|
294 |
+
Peak Allocated bytes 1.7 MB
|
295 |
+
[ALLOC_TYPETREE_MAIN]
|
296 |
+
Peak usage frame count: [0-1.0 KB]: 18769 frames
|
297 |
+
Requested Block Size 2.0 MB
|
298 |
+
Peak Block count 1
|
299 |
+
Peak Allocated memory 1.0 KB
|
300 |
+
Peak Large allocation bytes 0 B
|
301 |
+
[ALLOC_TYPETREE_THREAD]
|
302 |
+
Peak usage frame count: [1.0 KB-2.0 KB]: 18769 frames
|
303 |
+
Requested Block Size 2.0 MB
|
304 |
+
Peak Block count 1
|
305 |
+
Peak Allocated memory 1.9 KB
|
306 |
+
Peak Large allocation bytes 0 B
|
307 |
+
[ALLOC_PROFILER]
|
308 |
+
Peak usage frame count: [16.0 KB-32.0 KB]: 18769 frames
|
309 |
+
Requested Block Size 16.0 MB
|
310 |
+
Peak Block count 1
|
311 |
+
Peak Allocated memory 29.0 KB
|
312 |
+
Peak Large allocation bytes 0 B
|
313 |
+
[ALLOC_PROFILER_BUCKET]
|
314 |
+
Large Block size 4.0 MB
|
315 |
+
Used Block count 1
|
316 |
+
Peak Allocated bytes 396 B
|
317 |
+
##utp:{"type":"MemoryLeaks","version":2,"phase":"Immediate","time":1700126961989,"processId":6670,"allocatedMemory":1970133,"memoryLabels":[{"Default":9033},{"Permanent":1264},{"NewDelete":12801},{"Thread":34460},{"Manager":10603},{"VertexData":12},{"Geometry":280},{"Texture":16},{"Shader":69173},{"Material":24},{"GfxDevice":35248},{"Animation":304},{"Audio":3976},{"Physics":288},{"Serialization":216},{"Input":9176},{"JobScheduler":200},{"Mono":40},{"ScriptingNativeRuntime":216},{"BaseObject":1609212},{"Resource":592},{"Renderer":1936},{"Transform":48},{"File":800},{"WebCam":24},{"Culling":40},{"Terrain":953},{"Wind":24},{"String":3447},{"DynamicArray":30868},{"HashMap":7680},{"Utility":1360},{"PoolAlloc":1160},{"TypeTree":1792},{"ScriptManager":80},{"RuntimeInitializeOnLoadManager":72},{"SpriteAtlas":112},{"GI":3272},{"Unet":16},{"Director":7760},{"WebRequest":720},{"VR":45473},{"SceneManager":424},{"Video":32},{"LazyScriptCache":32},{"NativeArray":384},{"Camera":25},{"Secure":1},{"SerializationCache":624},{"APIUpdating":5872},{"Subsystems":384},{"VirtualTexturing":57552},{"AssetReference":32}]}
|
run_logs/timers.json
ADDED
@@ -0,0 +1,398 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"name": "root",
|
3 |
+
"gauges": {
|
4 |
+
"Pyramids.Policy.Entropy.mean": {
|
5 |
+
"value": 0.555293619632721,
|
6 |
+
"min": 0.5478405356407166,
|
7 |
+
"max": 1.4640631675720215,
|
8 |
+
"count": 33
|
9 |
+
},
|
10 |
+
"Pyramids.Policy.Entropy.sum": {
|
11 |
+
"value": 16569.9609375,
|
12 |
+
"min": 16569.9609375,
|
13 |
+
"max": 44413.8203125,
|
14 |
+
"count": 33
|
15 |
+
},
|
16 |
+
"Pyramids.Step.mean": {
|
17 |
+
"value": 989983.0,
|
18 |
+
"min": 29952.0,
|
19 |
+
"max": 989983.0,
|
20 |
+
"count": 33
|
21 |
+
},
|
22 |
+
"Pyramids.Step.sum": {
|
23 |
+
"value": 989983.0,
|
24 |
+
"min": 29952.0,
|
25 |
+
"max": 989983.0,
|
26 |
+
"count": 33
|
27 |
+
},
|
28 |
+
"Pyramids.Policy.ExtrinsicValueEstimate.mean": {
|
29 |
+
"value": 0.47768712043762207,
|
30 |
+
"min": -0.09551462531089783,
|
31 |
+
"max": 0.47768712043762207,
|
32 |
+
"count": 33
|
33 |
+
},
|
34 |
+
"Pyramids.Policy.ExtrinsicValueEstimate.sum": {
|
35 |
+
"value": 128.49783325195312,
|
36 |
+
"min": -22.92350959777832,
|
37 |
+
"max": 128.49783325195312,
|
38 |
+
"count": 33
|
39 |
+
},
|
40 |
+
"Pyramids.Policy.RndValueEstimate.mean": {
|
41 |
+
"value": -0.18849189579486847,
|
42 |
+
"min": -0.18849189579486847,
|
43 |
+
"max": 0.4504363536834717,
|
44 |
+
"count": 33
|
45 |
+
},
|
46 |
+
"Pyramids.Policy.RndValueEstimate.sum": {
|
47 |
+
"value": -50.70431900024414,
|
48 |
+
"min": -50.70431900024414,
|
49 |
+
"max": 106.75341796875,
|
50 |
+
"count": 33
|
51 |
+
},
|
52 |
+
"Pyramids.Losses.PolicyLoss.mean": {
|
53 |
+
"value": 0.0687378419499423,
|
54 |
+
"min": 0.06450924142457856,
|
55 |
+
"max": 0.07425150116149849,
|
56 |
+
"count": 33
|
57 |
+
},
|
58 |
+
"Pyramids.Losses.PolicyLoss.sum": {
|
59 |
+
"value": 0.9623297872991922,
|
60 |
+
"min": 0.5156247117202033,
|
61 |
+
"max": 1.0716776510040895,
|
62 |
+
"count": 33
|
63 |
+
},
|
64 |
+
"Pyramids.Losses.ValueLoss.mean": {
|
65 |
+
"value": 0.017136993261547533,
|
66 |
+
"min": 0.00015477263839662266,
|
67 |
+
"max": 0.017136993261547533,
|
68 |
+
"count": 33
|
69 |
+
},
|
70 |
+
"Pyramids.Losses.ValueLoss.sum": {
|
71 |
+
"value": 0.2399179056616655,
|
72 |
+
"min": 0.0020120442991560946,
|
73 |
+
"max": 0.2399179056616655,
|
74 |
+
"count": 33
|
75 |
+
},
|
76 |
+
"Pyramids.Policy.LearningRate.mean": {
|
77 |
+
"value": 7.2756975748e-06,
|
78 |
+
"min": 7.2756975748e-06,
|
79 |
+
"max": 0.00029515063018788575,
|
80 |
+
"count": 33
|
81 |
+
},
|
82 |
+
"Pyramids.Policy.LearningRate.sum": {
|
83 |
+
"value": 0.0001018597660472,
|
84 |
+
"min": 0.0001018597660472,
|
85 |
+
"max": 0.0032593763135413,
|
86 |
+
"count": 33
|
87 |
+
},
|
88 |
+
"Pyramids.Policy.Epsilon.mean": {
|
89 |
+
"value": 0.10242520000000001,
|
90 |
+
"min": 0.10242520000000001,
|
91 |
+
"max": 0.19838354285714285,
|
92 |
+
"count": 33
|
93 |
+
},
|
94 |
+
"Pyramids.Policy.Epsilon.sum": {
|
95 |
+
"value": 1.4339528000000001,
|
96 |
+
"min": 1.3886848,
|
97 |
+
"max": 2.4017298999999994,
|
98 |
+
"count": 33
|
99 |
+
},
|
100 |
+
"Pyramids.Policy.Beta.mean": {
|
101 |
+
"value": 0.00025227748000000006,
|
102 |
+
"min": 0.00025227748000000006,
|
103 |
+
"max": 0.00983851593142857,
|
104 |
+
"count": 33
|
105 |
+
},
|
106 |
+
"Pyramids.Policy.Beta.sum": {
|
107 |
+
"value": 0.0035318847200000005,
|
108 |
+
"min": 0.0035318847200000005,
|
109 |
+
"max": 0.10866722413,
|
110 |
+
"count": 33
|
111 |
+
},
|
112 |
+
"Pyramids.Losses.RNDLoss.mean": {
|
113 |
+
"value": 0.007798521313816309,
|
114 |
+
"min": 0.007798521313816309,
|
115 |
+
"max": 0.39074942469596863,
|
116 |
+
"count": 33
|
117 |
+
},
|
118 |
+
"Pyramids.Losses.RNDLoss.sum": {
|
119 |
+
"value": 0.1091792955994606,
|
120 |
+
"min": 0.1091792955994606,
|
121 |
+
"max": 2.735245943069458,
|
122 |
+
"count": 33
|
123 |
+
},
|
124 |
+
"Pyramids.Environment.EpisodeLength.mean": {
|
125 |
+
"value": 403.1095890410959,
|
126 |
+
"min": 403.1095890410959,
|
127 |
+
"max": 999.0,
|
128 |
+
"count": 33
|
129 |
+
},
|
130 |
+
"Pyramids.Environment.EpisodeLength.sum": {
|
131 |
+
"value": 29427.0,
|
132 |
+
"min": 15984.0,
|
133 |
+
"max": 32577.0,
|
134 |
+
"count": 33
|
135 |
+
},
|
136 |
+
"Pyramids.Environment.CumulativeReward.mean": {
|
137 |
+
"value": 1.5146712140269476,
|
138 |
+
"min": -1.0000000521540642,
|
139 |
+
"max": 1.5146712140269476,
|
140 |
+
"count": 33
|
141 |
+
},
|
142 |
+
"Pyramids.Environment.CumulativeReward.sum": {
|
143 |
+
"value": 110.57099862396717,
|
144 |
+
"min": -31.996001660823822,
|
145 |
+
"max": 110.57099862396717,
|
146 |
+
"count": 33
|
147 |
+
},
|
148 |
+
"Pyramids.Policy.ExtrinsicReward.mean": {
|
149 |
+
"value": 1.5146712140269476,
|
150 |
+
"min": -1.0000000521540642,
|
151 |
+
"max": 1.5146712140269476,
|
152 |
+
"count": 33
|
153 |
+
},
|
154 |
+
"Pyramids.Policy.ExtrinsicReward.sum": {
|
155 |
+
"value": 110.57099862396717,
|
156 |
+
"min": -31.996001660823822,
|
157 |
+
"max": 110.57099862396717,
|
158 |
+
"count": 33
|
159 |
+
},
|
160 |
+
"Pyramids.Policy.RndReward.mean": {
|
161 |
+
"value": 0.03264087562613534,
|
162 |
+
"min": 0.03264087562613534,
|
163 |
+
"max": 8.224545539356768,
|
164 |
+
"count": 33
|
165 |
+
},
|
166 |
+
"Pyramids.Policy.RndReward.sum": {
|
167 |
+
"value": 2.3827839207078796,
|
168 |
+
"min": 2.3827839207078796,
|
169 |
+
"max": 131.5927286297083,
|
170 |
+
"count": 33
|
171 |
+
},
|
172 |
+
"Pyramids.IsTraining.mean": {
|
173 |
+
"value": 1.0,
|
174 |
+
"min": 1.0,
|
175 |
+
"max": 1.0,
|
176 |
+
"count": 33
|
177 |
+
},
|
178 |
+
"Pyramids.IsTraining.sum": {
|
179 |
+
"value": 1.0,
|
180 |
+
"min": 1.0,
|
181 |
+
"max": 1.0,
|
182 |
+
"count": 33
|
183 |
+
}
|
184 |
+
},
|
185 |
+
"metadata": {
|
186 |
+
"timer_format_version": "0.1.0",
|
187 |
+
"start_time_seconds": "1700124804",
|
188 |
+
"python_version": "3.10.12 (main, Jun 11 2023, 05:26:28) [GCC 11.4.0]",
|
189 |
+
"command_line_arguments": "/usr/local/bin/mlagents-learn ./config/ppo/PyramidsRND.yaml --env=./training-envs-executables/linux/Pyramids/Pyramids --run-id=Pyramids Training --no-graphics",
|
190 |
+
"mlagents_version": "1.1.0.dev0",
|
191 |
+
"mlagents_envs_version": "1.1.0.dev0",
|
192 |
+
"communication_protocol_version": "1.5.0",
|
193 |
+
"pytorch_version": "2.1.0+cu118",
|
194 |
+
"numpy_version": "1.23.5",
|
195 |
+
"end_time_seconds": "1700126962"
|
196 |
+
},
|
197 |
+
"total": 2157.65470841,
|
198 |
+
"count": 1,
|
199 |
+
"self": 1.2295993869993254,
|
200 |
+
"children": {
|
201 |
+
"run_training.setup": {
|
202 |
+
"total": 0.044638752000082604,
|
203 |
+
"count": 1,
|
204 |
+
"self": 0.044638752000082604
|
205 |
+
},
|
206 |
+
"TrainerController.start_learning": {
|
207 |
+
"total": 2156.3804702710004,
|
208 |
+
"count": 1,
|
209 |
+
"self": 1.29497244900449,
|
210 |
+
"children": {
|
211 |
+
"TrainerController._reset_env": {
|
212 |
+
"total": 3.494260913000062,
|
213 |
+
"count": 1,
|
214 |
+
"self": 3.494260913000062
|
215 |
+
},
|
216 |
+
"TrainerController.advance": {
|
217 |
+
"total": 2151.4895569799955,
|
218 |
+
"count": 63567,
|
219 |
+
"self": 1.3314210029284368,
|
220 |
+
"children": {
|
221 |
+
"env_step": {
|
222 |
+
"total": 1508.1229794910787,
|
223 |
+
"count": 63567,
|
224 |
+
"self": 1379.7883147500656,
|
225 |
+
"children": {
|
226 |
+
"SubprocessEnvManager._take_step": {
|
227 |
+
"total": 127.5350869339934,
|
228 |
+
"count": 63567,
|
229 |
+
"self": 4.498344671013228,
|
230 |
+
"children": {
|
231 |
+
"TorchPolicy.evaluate": {
|
232 |
+
"total": 123.03674226298017,
|
233 |
+
"count": 62561,
|
234 |
+
"self": 123.03674226298017
|
235 |
+
}
|
236 |
+
}
|
237 |
+
},
|
238 |
+
"workers": {
|
239 |
+
"total": 0.7995778070196593,
|
240 |
+
"count": 63567,
|
241 |
+
"self": 0.0,
|
242 |
+
"children": {
|
243 |
+
"worker_root": {
|
244 |
+
"total": 2151.9283808810546,
|
245 |
+
"count": 63567,
|
246 |
+
"is_parallel": true,
|
247 |
+
"self": 886.807323686108,
|
248 |
+
"children": {
|
249 |
+
"run_training.setup": {
|
250 |
+
"total": 0.0,
|
251 |
+
"count": 0,
|
252 |
+
"is_parallel": true,
|
253 |
+
"self": 0.0,
|
254 |
+
"children": {
|
255 |
+
"steps_from_proto": {
|
256 |
+
"total": 0.0018003120001139905,
|
257 |
+
"count": 1,
|
258 |
+
"is_parallel": true,
|
259 |
+
"self": 0.0005816060004235624,
|
260 |
+
"children": {
|
261 |
+
"_process_rank_one_or_two_observation": {
|
262 |
+
"total": 0.0012187059996904281,
|
263 |
+
"count": 8,
|
264 |
+
"is_parallel": true,
|
265 |
+
"self": 0.0012187059996904281
|
266 |
+
}
|
267 |
+
}
|
268 |
+
},
|
269 |
+
"UnityEnvironment.step": {
|
270 |
+
"total": 0.06916476099991087,
|
271 |
+
"count": 1,
|
272 |
+
"is_parallel": true,
|
273 |
+
"self": 0.003667680999797085,
|
274 |
+
"children": {
|
275 |
+
"UnityEnvironment._generate_step_input": {
|
276 |
+
"total": 0.0004441769999630196,
|
277 |
+
"count": 1,
|
278 |
+
"is_parallel": true,
|
279 |
+
"self": 0.0004441769999630196
|
280 |
+
},
|
281 |
+
"communicator.exchange": {
|
282 |
+
"total": 0.0632852470000671,
|
283 |
+
"count": 1,
|
284 |
+
"is_parallel": true,
|
285 |
+
"self": 0.0632852470000671
|
286 |
+
},
|
287 |
+
"steps_from_proto": {
|
288 |
+
"total": 0.0017676560000836616,
|
289 |
+
"count": 1,
|
290 |
+
"is_parallel": true,
|
291 |
+
"self": 0.0004185489997325931,
|
292 |
+
"children": {
|
293 |
+
"_process_rank_one_or_two_observation": {
|
294 |
+
"total": 0.0013491070003510686,
|
295 |
+
"count": 8,
|
296 |
+
"is_parallel": true,
|
297 |
+
"self": 0.0013491070003510686
|
298 |
+
}
|
299 |
+
}
|
300 |
+
}
|
301 |
+
}
|
302 |
+
}
|
303 |
+
}
|
304 |
+
},
|
305 |
+
"UnityEnvironment.step": {
|
306 |
+
"total": 1265.1210571949466,
|
307 |
+
"count": 63566,
|
308 |
+
"is_parallel": true,
|
309 |
+
"self": 34.13266680804372,
|
310 |
+
"children": {
|
311 |
+
"UnityEnvironment._generate_step_input": {
|
312 |
+
"total": 23.371631291993026,
|
313 |
+
"count": 63566,
|
314 |
+
"is_parallel": true,
|
315 |
+
"self": 23.371631291993026
|
316 |
+
},
|
317 |
+
"communicator.exchange": {
|
318 |
+
"total": 1111.6869079539651,
|
319 |
+
"count": 63566,
|
320 |
+
"is_parallel": true,
|
321 |
+
"self": 1111.6869079539651
|
322 |
+
},
|
323 |
+
"steps_from_proto": {
|
324 |
+
"total": 95.92985114094472,
|
325 |
+
"count": 63566,
|
326 |
+
"is_parallel": true,
|
327 |
+
"self": 18.96251521185468,
|
328 |
+
"children": {
|
329 |
+
"_process_rank_one_or_two_observation": {
|
330 |
+
"total": 76.96733592909004,
|
331 |
+
"count": 508528,
|
332 |
+
"is_parallel": true,
|
333 |
+
"self": 76.96733592909004
|
334 |
+
}
|
335 |
+
}
|
336 |
+
}
|
337 |
+
}
|
338 |
+
}
|
339 |
+
}
|
340 |
+
}
|
341 |
+
}
|
342 |
+
}
|
343 |
+
}
|
344 |
+
},
|
345 |
+
"trainer_advance": {
|
346 |
+
"total": 642.0351564859882,
|
347 |
+
"count": 63567,
|
348 |
+
"self": 2.400863965998724,
|
349 |
+
"children": {
|
350 |
+
"process_trajectory": {
|
351 |
+
"total": 122.89141309398656,
|
352 |
+
"count": 63567,
|
353 |
+
"self": 122.69936202798726,
|
354 |
+
"children": {
|
355 |
+
"RLTrainer._checkpoint": {
|
356 |
+
"total": 0.19205106599929422,
|
357 |
+
"count": 2,
|
358 |
+
"self": 0.19205106599929422
|
359 |
+
}
|
360 |
+
}
|
361 |
+
},
|
362 |
+
"_update_policy": {
|
363 |
+
"total": 516.7428794260029,
|
364 |
+
"count": 443,
|
365 |
+
"self": 312.9288214150133,
|
366 |
+
"children": {
|
367 |
+
"TorchPPOOptimizer.update": {
|
368 |
+
"total": 203.81405801098958,
|
369 |
+
"count": 22824,
|
370 |
+
"self": 203.81405801098958
|
371 |
+
}
|
372 |
+
}
|
373 |
+
}
|
374 |
+
}
|
375 |
+
}
|
376 |
+
}
|
377 |
+
},
|
378 |
+
"trainer_threads": {
|
379 |
+
"total": 1.3280000530357938e-06,
|
380 |
+
"count": 1,
|
381 |
+
"self": 1.3280000530357938e-06
|
382 |
+
},
|
383 |
+
"TrainerController._save_models": {
|
384 |
+
"total": 0.10167860100000325,
|
385 |
+
"count": 1,
|
386 |
+
"self": 0.0018223049996777263,
|
387 |
+
"children": {
|
388 |
+
"RLTrainer._checkpoint": {
|
389 |
+
"total": 0.09985629600032553,
|
390 |
+
"count": 1,
|
391 |
+
"self": 0.09985629600032553
|
392 |
+
}
|
393 |
+
}
|
394 |
+
}
|
395 |
+
}
|
396 |
+
}
|
397 |
+
}
|
398 |
+
}
|
run_logs/training_status.json
ADDED
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"Pyramids": {
|
3 |
+
"checkpoints": [
|
4 |
+
{
|
5 |
+
"steps": 499909,
|
6 |
+
"file_path": "results/Pyramids Training/Pyramids/Pyramids-499909.onnx",
|
7 |
+
"reward": -0.9996000491082668,
|
8 |
+
"creation_time": 1700125799.0944402,
|
9 |
+
"auxillary_file_paths": [
|
10 |
+
"results/Pyramids Training/Pyramids/Pyramids-499909.pt"
|
11 |
+
]
|
12 |
+
},
|
13 |
+
{
|
14 |
+
"steps": 999975,
|
15 |
+
"file_path": "results/Pyramids Training/Pyramids/Pyramids-999975.onnx",
|
16 |
+
"reward": null,
|
17 |
+
"creation_time": 1700126960.7022812,
|
18 |
+
"auxillary_file_paths": [
|
19 |
+
"results/Pyramids Training/Pyramids/Pyramids-999975.pt"
|
20 |
+
]
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"steps": 1000103,
|
24 |
+
"file_path": "results/Pyramids Training/Pyramids/Pyramids-1000103.onnx",
|
25 |
+
"reward": null,
|
26 |
+
"creation_time": 1700126960.8194513,
|
27 |
+
"auxillary_file_paths": [
|
28 |
+
"results/Pyramids Training/Pyramids/Pyramids-1000103.pt"
|
29 |
+
]
|
30 |
+
}
|
31 |
+
],
|
32 |
+
"final_checkpoint": {
|
33 |
+
"steps": 1000103,
|
34 |
+
"file_path": "results/Pyramids Training/Pyramids.onnx",
|
35 |
+
"reward": null,
|
36 |
+
"creation_time": 1700126960.8194513,
|
37 |
+
"auxillary_file_paths": [
|
38 |
+
"results/Pyramids Training/Pyramids/Pyramids-1000103.pt"
|
39 |
+
]
|
40 |
+
}
|
41 |
+
},
|
42 |
+
"metadata": {
|
43 |
+
"stats_format_version": "0.3.0",
|
44 |
+
"mlagents_version": "1.1.0.dev0",
|
45 |
+
"torch_version": "2.1.0+cu118"
|
46 |
+
}
|
47 |
+
}
|