ldaquan1996
commited on
Commit
•
a3d3323
1
Parent(s):
c4f98bd
First Push
Browse files- Pyramids.onnx +3 -0
- Pyramids/Pyramids-0.onnx +3 -0
- Pyramids/Pyramids-0.pt +3 -0
- Pyramids/checkpoint.pt +3 -0
- Pyramids/events.out.tfevents.1679444829.e84582ce7981.5976.0 +3 -0
- Pyramids/events.out.tfevents.1679445059.e84582ce7981.7007.0 +3 -0
- README.md +29 -0
- config.json +1 -0
- configuration.yaml +90 -0
- run_logs/Player-0.log +314 -0
- run_logs/timers.json +49 -0
- run_logs/training_status.json +29 -0
Pyramids.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8301dc34e1c430645d473284416a7678aa97ebacd646e143e6f3ea33279a5782
|
3 |
+
size 1418184
|
Pyramids/Pyramids-0.onnx
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8301dc34e1c430645d473284416a7678aa97ebacd646e143e6f3ea33279a5782
|
3 |
+
size 1418184
|
Pyramids/Pyramids-0.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d2820311b0a5ad2186350f470319cb581a28ab0ca82def6b9109fa94591c0717
|
3 |
+
size 2994562
|
Pyramids/checkpoint.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d2820311b0a5ad2186350f470319cb581a28ab0ca82def6b9109fa94591c0717
|
3 |
+
size 2994562
|
Pyramids/events.out.tfevents.1679444829.e84582ce7981.5976.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e5d75d2c5371e7ba3b5818f0cb9cd646c3e625a92b388ab16be3681eefb992a1
|
3 |
+
size 1375
|
Pyramids/events.out.tfevents.1679445059.e84582ce7981.7007.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f6835b31fdc29a1eaccb3fe8b24988540c1b9f26ec590f568d7c9cc7491af875
|
3 |
+
size 1375
|
README.md
ADDED
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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** using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
|
12 |
+
|
13 |
+
## Usage (with ML-Agents)
|
14 |
+
The Documentation: https://github.com/huggingface/ml-agents#get-started
|
15 |
+
We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
|
16 |
+
|
17 |
+
|
18 |
+
### Resume the training
|
19 |
+
```
|
20 |
+
mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
|
21 |
+
```
|
22 |
+
### Watch your Agent play
|
23 |
+
You can watch your agent **playing directly in your browser:**.
|
24 |
+
|
25 |
+
1. Go to https://huggingface.co/spaces/unity/ML-Agents-Pyramids
|
26 |
+
2. Step 1: Find your model_id: ldaquan1996/ppo-Pyramids
|
27 |
+
3. Step 2: Select your *.nn /*.onnx file
|
28 |
+
4. Click on Watch the agent play 👀
|
29 |
+
|
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, "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": true, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
|
configuration.yaml
ADDED
@@ -0,0 +1,90 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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 |
+
seed: -1
|
67 |
+
max_lifetime_restarts: 10
|
68 |
+
restarts_rate_limit_n: 1
|
69 |
+
restarts_rate_limit_period_s: 60
|
70 |
+
engine_settings:
|
71 |
+
width: 84
|
72 |
+
height: 84
|
73 |
+
quality_level: 5
|
74 |
+
time_scale: 20
|
75 |
+
target_frame_rate: -1
|
76 |
+
capture_frame_rate: 60
|
77 |
+
no_graphics: true
|
78 |
+
environment_parameters: null
|
79 |
+
checkpoint_settings:
|
80 |
+
run_id: Pyramids Training
|
81 |
+
initialize_from: null
|
82 |
+
load_model: false
|
83 |
+
resume: true
|
84 |
+
force: false
|
85 |
+
train_model: false
|
86 |
+
inference: false
|
87 |
+
results_dir: results
|
88 |
+
torch_settings:
|
89 |
+
device: null
|
90 |
+
debug: false
|
run_logs/Player-0.log
ADDED
@@ -0,0 +1,314 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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] 55487 [Flags] 2 [Guid] 3095645092 [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 |
+
Initialize engine version: 2021.3.5f1 (40eb3a945986)
|
8 |
+
[Subsystems] Discovering subsystems at path /content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/UnitySubsystems
|
9 |
+
Forcing GfxDevice: Null
|
10 |
+
GfxDevice: creating device client; threaded=0; jobified=0
|
11 |
+
NullGfxDevice:
|
12 |
+
Version: NULL 1.0 [1.0]
|
13 |
+
Renderer: Null Device
|
14 |
+
Vendor: Unity Technologies
|
15 |
+
ALSA lib confmisc.c:767:(parse_card) cannot find card '0'
|
16 |
+
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_card_driver returned error: No such file or directory
|
17 |
+
ALSA lib confmisc.c:392:(snd_func_concat) error evaluating strings
|
18 |
+
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_concat returned error: No such file or directory
|
19 |
+
ALSA lib confmisc.c:1246:(snd_func_refer) error evaluating name
|
20 |
+
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_refer returned error: No such file or directory
|
21 |
+
ALSA lib conf.c:5220:(snd_config_expand) Evaluate error: No such file or directory
|
22 |
+
ALSA lib pcm.c:2642:(snd_pcm_open_noupdate) Unknown PCM default
|
23 |
+
FMOD failed to initialize the output device.: "Error initializing output device. " (60)
|
24 |
+
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
|
25 |
+
ALSA lib confmisc.c:767:(parse_card) cannot find card '0'
|
26 |
+
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_card_driver returned error: No such file or directory
|
27 |
+
ALSA lib confmisc.c:392:(snd_func_concat) error evaluating strings
|
28 |
+
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_concat returned error: No such file or directory
|
29 |
+
ALSA lib confmisc.c:1246:(snd_func_refer) error evaluating name
|
30 |
+
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_refer returned error: No such file or directory
|
31 |
+
ALSA lib conf.c:5220:(snd_config_expand) Evaluate error: No such file or directory
|
32 |
+
ALSA lib pcm.c:2642:(snd_pcm_open_noupdate) Unknown PCM default
|
33 |
+
FMOD failed to initialize the output device.: "Error initializing output device. " (60)
|
34 |
+
FMOD initialized on nosound output
|
35 |
+
Begin MonoManager ReloadAssembly
|
36 |
+
- Completed reload, in 0.090 seconds
|
37 |
+
ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
38 |
+
ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
39 |
+
ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
40 |
+
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
|
41 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
42 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
43 |
+
ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
44 |
+
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
|
45 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
46 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
47 |
+
WARNING: Shader Unsupported: 'Legacy Shaders/Diffuse' - 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 |
+
ERROR: Shader Legacy Shaders/Diffuse shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
51 |
+
WARNING: Shader Unsupported: 'Legacy Shaders/Diffuse' - All subshaders removed
|
52 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
53 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
54 |
+
WARNING: Shader Unsupported: 'ML-Agents/GridPattern' - 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 |
+
ERROR: Shader ML-Agents/GridPattern shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
58 |
+
WARNING: Shader Unsupported: 'ML-Agents/GridPattern' - All subshaders removed
|
59 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
60 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
61 |
+
WARNING: Shader Unsupported: 'Standard' - 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 |
+
ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
65 |
+
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
66 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
67 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
68 |
+
UnloadTime: 1.288153 ms
|
69 |
+
ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
70 |
+
requesting resize 84 x 84
|
71 |
+
Setting up 1 worker threads for Enlighten.
|
72 |
+
PlayerConnection::CleanupMemory Statistics:
|
73 |
+
[ALLOC_TEMP_TLS] TLS Allocator
|
74 |
+
StackAllocators :
|
75 |
+
[ALLOC_TEMP_MAIN]
|
76 |
+
Peak usage frame count: [2.0 MB-4.0 MB]: 1 frames
|
77 |
+
Initial Block Size 4.0 MB
|
78 |
+
Current Block Size 4.0 MB
|
79 |
+
Peak Allocated Bytes 2.0 MB
|
80 |
+
Overflow Count 0
|
81 |
+
[ALLOC_TEMP_Background Job.Worker 8]
|
82 |
+
Initial Block Size 32.0 KB
|
83 |
+
Current Block Size 32.0 KB
|
84 |
+
Peak Allocated Bytes 0 B
|
85 |
+
Overflow Count 0
|
86 |
+
[ALLOC_TEMP_Background Job.Worker 10]
|
87 |
+
Initial Block Size 32.0 KB
|
88 |
+
Current Block Size 32.0 KB
|
89 |
+
Peak Allocated Bytes 0 B
|
90 |
+
Overflow Count 0
|
91 |
+
[ALLOC_TEMP_Background Job.Worker 6]
|
92 |
+
Initial Block Size 32.0 KB
|
93 |
+
Current Block Size 32.0 KB
|
94 |
+
Peak Allocated Bytes 0 B
|
95 |
+
Overflow Count 0
|
96 |
+
[ALLOC_TEMP_AUDIO_FMOD mixer thread]
|
97 |
+
Initial Block Size 64.0 KB
|
98 |
+
Current Block Size 64.0 KB
|
99 |
+
Peak Allocated Bytes 0 B
|
100 |
+
Overflow Count 0
|
101 |
+
[ALLOC_TEMP_Background Job.Worker 1]
|
102 |
+
Initial Block Size 32.0 KB
|
103 |
+
Current Block Size 32.0 KB
|
104 |
+
Peak Allocated Bytes 0 B
|
105 |
+
Overflow Count 0
|
106 |
+
[ALLOC_TEMP_Background Job.Worker 11]
|
107 |
+
Initial Block Size 32.0 KB
|
108 |
+
Current Block Size 32.0 KB
|
109 |
+
Peak Allocated Bytes 0 B
|
110 |
+
Overflow Count 0
|
111 |
+
[ALLOC_TEMP_Background Job.Worker 3]
|
112 |
+
Initial Block Size 32.0 KB
|
113 |
+
Current Block Size 32.0 KB
|
114 |
+
Peak Allocated Bytes 0 B
|
115 |
+
Overflow Count 0
|
116 |
+
[ALLOC_TEMP_BatchDeleteObjects]
|
117 |
+
Initial Block Size 64.0 KB
|
118 |
+
Current Block Size 64.0 KB
|
119 |
+
Peak Allocated Bytes 0 B
|
120 |
+
Overflow Count 0
|
121 |
+
[ALLOC_TEMP_AUDIO_FMOD stream thread]
|
122 |
+
Initial Block Size 64.0 KB
|
123 |
+
Current Block Size 64.0 KB
|
124 |
+
Peak Allocated Bytes 0 B
|
125 |
+
Overflow Count 0
|
126 |
+
[ALLOC_TEMP_Background Job.Worker 2]
|
127 |
+
Initial Block Size 32.0 KB
|
128 |
+
Current Block Size 32.0 KB
|
129 |
+
Peak Allocated Bytes 0 B
|
130 |
+
Overflow Count 0
|
131 |
+
[ALLOC_TEMP_Background Job.Worker 7]
|
132 |
+
Initial Block Size 32.0 KB
|
133 |
+
Current Block Size 32.0 KB
|
134 |
+
Peak Allocated Bytes 0 B
|
135 |
+
Overflow Count 0
|
136 |
+
[ALLOC_TEMP_Background Job.Worker 15]
|
137 |
+
Initial Block Size 32.0 KB
|
138 |
+
Current Block Size 32.0 KB
|
139 |
+
Peak Allocated Bytes 0 B
|
140 |
+
Overflow Count 0
|
141 |
+
[ALLOC_TEMP_Loading.PreloadManager]
|
142 |
+
Initial Block Size 256.0 KB
|
143 |
+
Current Block Size 320.0 KB
|
144 |
+
Peak Allocated Bytes 251.5 KB
|
145 |
+
Overflow Count 4
|
146 |
+
[ALLOC_TEMP_Profiler.Dispatcher]
|
147 |
+
Initial Block Size 64.0 KB
|
148 |
+
Current Block Size 64.0 KB
|
149 |
+
Peak Allocated Bytes 240 B
|
150 |
+
Overflow Count 0
|
151 |
+
[ALLOC_TEMP_Background Job.Worker 12]
|
152 |
+
Initial Block Size 32.0 KB
|
153 |
+
Current Block Size 32.0 KB
|
154 |
+
Peak Allocated Bytes 0 B
|
155 |
+
Overflow Count 0
|
156 |
+
[ALLOC_TEMP_AssetGarbageCollectorHelper]
|
157 |
+
Initial Block Size 64.0 KB
|
158 |
+
Current Block Size 64.0 KB
|
159 |
+
Peak Allocated Bytes 0 B
|
160 |
+
Overflow Count 0
|
161 |
+
[ALLOC_TEMP_Background Job.Worker 5]
|
162 |
+
Initial Block Size 32.0 KB
|
163 |
+
Current Block Size 32.0 KB
|
164 |
+
Peak Allocated Bytes 0 B
|
165 |
+
Overflow Count 0
|
166 |
+
[ALLOC_TEMP_Background Job.Worker 13]
|
167 |
+
Initial Block Size 32.0 KB
|
168 |
+
Current Block Size 32.0 KB
|
169 |
+
Peak Allocated Bytes 0 B
|
170 |
+
Overflow Count 0
|
171 |
+
[ALLOC_TEMP_Background Job.Worker 0]
|
172 |
+
Initial Block Size 32.0 KB
|
173 |
+
Current Block Size 32.0 KB
|
174 |
+
Peak Allocated Bytes 0 B
|
175 |
+
Overflow Count 0
|
176 |
+
[ALLOC_TEMP_Background Job.Worker 4]
|
177 |
+
Initial Block Size 32.0 KB
|
178 |
+
Current Block Size 32.0 KB
|
179 |
+
Peak Allocated Bytes 0 B
|
180 |
+
Overflow Count 0
|
181 |
+
[ALLOC_TEMP_Job.Worker 0]
|
182 |
+
Initial Block Size 256.0 KB
|
183 |
+
Current Block Size 256.0 KB
|
184 |
+
Peak Allocated Bytes 0.8 KB
|
185 |
+
Overflow Count 0
|
186 |
+
[ALLOC_TEMP_Background Job.Worker 9]
|
187 |
+
Initial Block Size 32.0 KB
|
188 |
+
Current Block Size 32.0 KB
|
189 |
+
Peak Allocated Bytes 0 B
|
190 |
+
Overflow Count 0
|
191 |
+
[ALLOC_TEMP_Background Job.Worker 14]
|
192 |
+
Initial Block Size 32.0 KB
|
193 |
+
Current Block Size 32.0 KB
|
194 |
+
Peak Allocated Bytes 0 B
|
195 |
+
Overflow Count 0
|
196 |
+
[ALLOC_TEMP_EnlightenWorker]
|
197 |
+
Initial Block Size 64.0 KB
|
198 |
+
Current Block Size 64.0 KB
|
199 |
+
Peak Allocated Bytes 0 B
|
200 |
+
Overflow Count 0
|
201 |
+
[ALLOC_TEMP_Loading.AsyncRead]
|
202 |
+
Initial Block Size 64.0 KB
|
203 |
+
Current Block Size 64.0 KB
|
204 |
+
Peak Allocated Bytes 128 B
|
205 |
+
Overflow Count 0
|
206 |
+
[ALLOC_MEMORYPROFILER]
|
207 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 1 frames
|
208 |
+
Requested Block Size 1.0 MB
|
209 |
+
Peak Block count 1
|
210 |
+
Peak Allocated memory 0.9 MB
|
211 |
+
Peak Large allocation bytes 0 B
|
212 |
+
[ALLOC_DEFAULT] Dual Thread Allocator
|
213 |
+
Peak main deferred allocation count 4398
|
214 |
+
[ALLOC_BUCKET]
|
215 |
+
Large Block size 4.0 MB
|
216 |
+
Used Block count 1
|
217 |
+
Peak Allocated bytes 1.2 MB
|
218 |
+
[ALLOC_DEFAULT_MAIN]
|
219 |
+
Peak usage frame count: [8.0 MB-16.0 MB]: 1 frames
|
220 |
+
Requested Block Size 16.0 MB
|
221 |
+
Peak Block count 1
|
222 |
+
Peak Allocated memory 14.2 MB
|
223 |
+
Peak Large allocation bytes 0 B
|
224 |
+
[ALLOC_DEFAULT_THREAD]
|
225 |
+
Peak usage frame count: [16.0 MB-32.0 MB]: 1 frames
|
226 |
+
Requested Block Size 16.0 MB
|
227 |
+
Peak Block count 1
|
228 |
+
Peak Allocated memory 18.7 MB
|
229 |
+
Peak Large allocation bytes 16.0 MB
|
230 |
+
[ALLOC_TEMP_JOB_1_FRAME]
|
231 |
+
Initial Block Size 2.0 MB
|
232 |
+
Used Block Count 1
|
233 |
+
Overflow Count (too large) 0
|
234 |
+
Overflow Count (full) 0
|
235 |
+
[ALLOC_TEMP_JOB_2_FRAMES]
|
236 |
+
Initial Block Size 2.0 MB
|
237 |
+
Used Block Count 1
|
238 |
+
Overflow Count (too large) 0
|
239 |
+
Overflow Count (full) 0
|
240 |
+
[ALLOC_TEMP_JOB_4_FRAMES (JobTemp)]
|
241 |
+
Initial Block Size 2.0 MB
|
242 |
+
Used Block Count 1
|
243 |
+
Overflow Count (too large) 0
|
244 |
+
Overflow Count (full) 0
|
245 |
+
[ALLOC_TEMP_JOB_ASYNC (Background)]
|
246 |
+
Initial Block Size 1.0 MB
|
247 |
+
Used Block Count 3
|
248 |
+
Overflow Count (too large) 0
|
249 |
+
Overflow Count (full) 0
|
250 |
+
[ALLOC_GFX] Dual Thread Allocator
|
251 |
+
Peak main deferred allocation count 0
|
252 |
+
[ALLOC_BUCKET]
|
253 |
+
Large Block size 4.0 MB
|
254 |
+
Used Block count 1
|
255 |
+
Peak Allocated bytes 1.2 MB
|
256 |
+
[ALLOC_GFX_MAIN]
|
257 |
+
Peak usage frame count: [64.0 KB-128.0 KB]: 1 frames
|
258 |
+
Requested Block Size 16.0 MB
|
259 |
+
Peak Block count 1
|
260 |
+
Peak Allocated memory 67.0 KB
|
261 |
+
Peak Large allocation bytes 0 B
|
262 |
+
[ALLOC_GFX_THREAD]
|
263 |
+
Peak usage frame count: [64.0 KB-128.0 KB]: 1 frames
|
264 |
+
Requested Block Size 16.0 MB
|
265 |
+
Peak Block count 1
|
266 |
+
Peak Allocated memory 67.7 KB
|
267 |
+
Peak Large allocation bytes 0 B
|
268 |
+
[ALLOC_CACHEOBJECTS] Dual Thread Allocator
|
269 |
+
Peak main deferred allocation count 1
|
270 |
+
[ALLOC_BUCKET]
|
271 |
+
Large Block size 4.0 MB
|
272 |
+
Used Block count 1
|
273 |
+
Peak Allocated bytes 1.2 MB
|
274 |
+
[ALLOC_CACHEOBJECTS_MAIN]
|
275 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 1 frames
|
276 |
+
Requested Block Size 4.0 MB
|
277 |
+
Peak Block count 1
|
278 |
+
Peak Allocated memory 0.9 MB
|
279 |
+
Peak Large allocation bytes 0 B
|
280 |
+
[ALLOC_CACHEOBJECTS_THREAD]
|
281 |
+
Peak usage frame count: [4.0 MB-8.0 MB]: 1 frames
|
282 |
+
Requested Block Size 4.0 MB
|
283 |
+
Peak Block count 2
|
284 |
+
Peak Allocated memory 4.7 MB
|
285 |
+
Peak Large allocation bytes 0 B
|
286 |
+
[ALLOC_TYPETREE] Dual Thread Allocator
|
287 |
+
Peak main deferred allocation count 0
|
288 |
+
[ALLOC_BUCKET]
|
289 |
+
Large Block size 4.0 MB
|
290 |
+
Used Block count 1
|
291 |
+
Peak Allocated bytes 1.2 MB
|
292 |
+
[ALLOC_TYPETREE_MAIN]
|
293 |
+
Peak usage frame count: [0-1.0 KB]: 1 frames
|
294 |
+
Requested Block Size 2.0 MB
|
295 |
+
Peak Block count 1
|
296 |
+
Peak Allocated memory 1.0 KB
|
297 |
+
Peak Large allocation bytes 0 B
|
298 |
+
[ALLOC_TYPETREE_THREAD]
|
299 |
+
Peak usage frame count: [1.0 KB-2.0 KB]: 1 frames
|
300 |
+
Requested Block Size 2.0 MB
|
301 |
+
Peak Block count 1
|
302 |
+
Peak Allocated memory 1.9 KB
|
303 |
+
Peak Large allocation bytes 0 B
|
304 |
+
[ALLOC_PROFILER]
|
305 |
+
Peak usage frame count: [16.0 KB-32.0 KB]: 1 frames
|
306 |
+
Requested Block Size 16.0 MB
|
307 |
+
Peak Block count 1
|
308 |
+
Peak Allocated memory 27.4 KB
|
309 |
+
Peak Large allocation bytes 0 B
|
310 |
+
[ALLOC_PROFILER_BUCKET]
|
311 |
+
Large Block size 4.0 MB
|
312 |
+
Used Block count 1
|
313 |
+
Peak Allocated bytes 396 B
|
314 |
+
##utp:{"type":"MemoryLeaks","version":2,"phase":"Immediate","time":1679445063571,"processId":7029,"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 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"name": "root",
|
3 |
+
"metadata": {
|
4 |
+
"timer_format_version": "0.1.0",
|
5 |
+
"start_time_seconds": "1679445056",
|
6 |
+
"python_version": "3.9.16 (main, Dec 7 2022, 01:11:51) \n[GCC 9.4.0]",
|
7 |
+
"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 --resume",
|
8 |
+
"mlagents_version": "0.31.0.dev0",
|
9 |
+
"mlagents_envs_version": "0.31.0.dev0",
|
10 |
+
"communication_protocol_version": "1.5.0",
|
11 |
+
"pytorch_version": "1.11.0+cu102",
|
12 |
+
"numpy_version": "1.21.2",
|
13 |
+
"end_time_seconds": "1679445063"
|
14 |
+
},
|
15 |
+
"total": 7.47588911899993,
|
16 |
+
"count": 1,
|
17 |
+
"self": 1.1567757810000785,
|
18 |
+
"children": {
|
19 |
+
"run_training.setup": {
|
20 |
+
"total": 0.10859780199984925,
|
21 |
+
"count": 1,
|
22 |
+
"self": 0.10859780199984925
|
23 |
+
},
|
24 |
+
"TrainerController.start_learning": {
|
25 |
+
"total": 6.210515536000003,
|
26 |
+
"count": 1,
|
27 |
+
"self": 0.00011393100021450664,
|
28 |
+
"children": {
|
29 |
+
"TrainerController._reset_env": {
|
30 |
+
"total": 6.083093052999857,
|
31 |
+
"count": 1,
|
32 |
+
"self": 6.083093052999857
|
33 |
+
},
|
34 |
+
"TrainerController._save_models": {
|
35 |
+
"total": 0.1273085519999313,
|
36 |
+
"count": 1,
|
37 |
+
"self": 0.0017741869999099436,
|
38 |
+
"children": {
|
39 |
+
"RLTrainer._checkpoint": {
|
40 |
+
"total": 0.12553436500002135,
|
41 |
+
"count": 1,
|
42 |
+
"self": 0.12553436500002135
|
43 |
+
}
|
44 |
+
}
|
45 |
+
}
|
46 |
+
}
|
47 |
+
}
|
48 |
+
}
|
49 |
+
}
|
run_logs/training_status.json
ADDED
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"metadata": {
|
3 |
+
"stats_format_version": "0.3.0",
|
4 |
+
"mlagents_version": "0.31.0.dev0",
|
5 |
+
"torch_version": "1.11.0+cu102"
|
6 |
+
},
|
7 |
+
"Pyramids": {
|
8 |
+
"checkpoints": [
|
9 |
+
{
|
10 |
+
"steps": 0,
|
11 |
+
"file_path": "results/Pyramids Training/Pyramids/Pyramids-0.onnx",
|
12 |
+
"reward": null,
|
13 |
+
"creation_time": 1679445062.483518,
|
14 |
+
"auxillary_file_paths": [
|
15 |
+
"results/Pyramids Training/Pyramids/Pyramids-0.pt"
|
16 |
+
]
|
17 |
+
}
|
18 |
+
],
|
19 |
+
"final_checkpoint": {
|
20 |
+
"steps": 0,
|
21 |
+
"file_path": "results/Pyramids Training/Pyramids.onnx",
|
22 |
+
"reward": null,
|
23 |
+
"creation_time": 1679445062.483518,
|
24 |
+
"auxillary_file_paths": [
|
25 |
+
"results/Pyramids Training/Pyramids/Pyramids-0.pt"
|
26 |
+
]
|
27 |
+
}
|
28 |
+
}
|
29 |
+
}
|