Hugging Face's logo

Harm
/
ppo-Pyramids

Reinforcement Learning
ml-agents
TensorBoard
ONNX
unity-ml-agents
deep-reinforcement-learning
ML-Agents-Pyramids
Model card Files Metrics Community
ppo-Pyramids
File size: 15,137 Bytes 
78f7d90
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
 
Mono path[0] = '/content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/Managed'
Mono config path = '/content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/MonoBleedingEdge/etc'
Found 1 interfaces on host : 0) 172.28.0.12
Multi-casting "[IP] 172.28.0.12 [Port] 55476 [Flags] 2 [Guid] 2952947029 [EditorId] 764847374 [Version] 1048832 [Id] LinuxPlayer(13,172.28.0.12) [Debug] 0 [PackageName] LinuxPlayer [ProjectName] UnityEnvironment" to [225.0.0.222:54997]...
Preloaded 'lib_burst_generated.so'
Preloaded 'libgrpc_csharp_ext.x64.so'
PlayerPrefs - Creating folder: /root/.config/unity3d/Unity Technologies
PlayerPrefs - Creating folder: /root/.config/unity3d/Unity Technologies/UnityEnvironment
Unable to load player prefs
Initialize engine version: 2021.3.5f1 (40eb3a945986)
[Subsystems] Discovering subsystems at path /content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/UnitySubsystems
Forcing GfxDevice: Null
GfxDevice: creating device client; threaded=0; jobified=0
NullGfxDevice:
    Version:  NULL 1.0 [1.0]
    Renderer: Null Device
    Vendor:   Unity Technologies
ALSA lib confmisc.c:767:(parse_card) cannot find card '0'
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_card_driver returned error: No such file or directory
ALSA lib confmisc.c:392:(snd_func_concat) error evaluating strings
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_concat returned error: No such file or directory
ALSA lib confmisc.c:1246:(snd_func_refer) error evaluating name
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_refer returned error: No such file or directory
ALSA lib conf.c:5220:(snd_config_expand) Evaluate error: No such file or directory
ALSA lib pcm.c:2642:(snd_pcm_open_noupdate) Unknown PCM default
FMOD failed to initialize the output device.: "Error initializing output device. " (60)
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
ALSA lib confmisc.c:767:(parse_card) cannot find card '0'
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_card_driver returned error: No such file or directory
ALSA lib confmisc.c:392:(snd_func_concat) error evaluating strings
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_concat returned error: No such file or directory
ALSA lib confmisc.c:1246:(snd_func_refer) error evaluating name
ALSA lib conf.c:4732:(_snd_config_evaluate) function snd_func_refer returned error: No such file or directory
ALSA lib conf.c:5220:(snd_config_expand) Evaluate error: No such file or directory
ALSA lib pcm.c:2642:(snd_pcm_open_noupdate) Unknown PCM default
FMOD failed to initialize the output device.: "Error initializing output device. " (60)
FMOD initialized on nosound output
Begin MonoManager ReloadAssembly
- Completed reload, in  0.086 seconds
ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
WARNING: Shader Unsupported: 'Legacy Shaders/Diffuse' - All subshaders removed
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
ERROR: Shader Legacy Shaders/Diffuse shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
WARNING: Shader Unsupported: 'Legacy Shaders/Diffuse' - All subshaders removed
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
WARNING: Shader Unsupported: 'ML-Agents/GridPattern' - All subshaders removed
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
ERROR: Shader ML-Agents/GridPattern shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
WARNING: Shader Unsupported: 'ML-Agents/GridPattern' - All subshaders removed
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
UnloadTime: 0.857095 ms
ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
requesting resize 84 x 84
Setting up 1 worker threads for Enlighten.
PlayerConnection::CleanupMemory Statistics:
[ALLOC_TEMP_TLS] TLS Allocator
  StackAllocators : 
    [ALLOC_TEMP_MAIN]
      Peak usage frame count: [16.0 KB-32.0 KB]: 5511 frames, [32.0 KB-64.0 KB]: 10862 frames, [64.0 KB-128.0 KB]: 2396 frames, [2.0 MB-4.0 MB]: 1 frames
      Initial Block Size 4.0 MB
      Current Block Size 4.0 MB
      Peak Allocated Bytes 2.0 MB
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 8]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 10]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 6]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_AUDIO_FMOD mixer thread]
      Initial Block Size 64.0 KB
      Current Block Size 64.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 1]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 11]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 3]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_BatchDeleteObjects]
      Initial Block Size 64.0 KB
      Current Block Size 64.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_AUDIO_FMOD stream thread]
      Initial Block Size 64.0 KB
      Current Block Size 64.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 2]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 7]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 15]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Loading.PreloadManager]
      Initial Block Size 256.0 KB
      Current Block Size 320.0 KB
      Peak Allocated Bytes 251.5 KB
      Overflow Count 4
    [ALLOC_TEMP_Profiler.Dispatcher]
      Initial Block Size 64.0 KB
      Current Block Size 64.0 KB
      Peak Allocated Bytes 480 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 12]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_AssetGarbageCollectorHelper]
      Initial Block Size 64.0 KB
      Current Block Size 64.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 5]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 13]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 0]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 4]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Job.Worker 0]
      Initial Block Size 256.0 KB
      Current Block Size 256.0 KB
      Peak Allocated Bytes 0.8 KB
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 14]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Background Job.Worker 9]
      Initial Block Size 32.0 KB
      Current Block Size 32.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_EnlightenWorker]
      Initial Block Size 64.0 KB
      Current Block Size 64.0 KB
      Peak Allocated Bytes 0 B
      Overflow Count 0
    [ALLOC_TEMP_Loading.AsyncRead]
      Initial Block Size 64.0 KB
      Current Block Size 64.0 KB
      Peak Allocated Bytes 128 B
      Overflow Count 0
[ALLOC_MEMORYPROFILER]
  Peak usage frame count: [0.5 MB-1.0 MB]: 299 frames, [1.0 MB-2.0 MB]: 18471 frames
  Requested Block Size 1.0 MB
  Peak Block count 2
  Peak Allocated memory 1.6 MB
  Peak Large allocation bytes 0 B
[ALLOC_DEFAULT] Dual Thread Allocator
  Peak main deferred allocation count 11668
    [ALLOC_BUCKET]
      Large Block size 4.0 MB
      Used Block count 1
      Peak Allocated bytes 1.6 MB
    [ALLOC_DEFAULT_MAIN]
      Peak usage frame count: [8.0 MB-16.0 MB]: 1 frames, [16.0 MB-32.0 MB]: 18769 frames
      Requested Block Size 16.0 MB
      Peak Block count 3
      Peak Allocated memory 31.4 MB
      Peak Large allocation bytes 0 B
    [ALLOC_DEFAULT_THREAD]
      Peak usage frame count: [16.0 MB-32.0 MB]: 18770 frames
      Requested Block Size 16.0 MB
      Peak Block count 1
      Peak Allocated memory 22.0 MB
      Peak Large allocation bytes 16.0 MB
[ALLOC_TEMP_JOB_1_FRAME]
  Initial Block Size 2.0 MB
  Used Block Count 1
  Overflow Count (too large) 0
  Overflow Count (full) 0
[ALLOC_TEMP_JOB_2_FRAMES]
  Initial Block Size 2.0 MB
  Used Block Count 1
  Overflow Count (too large) 0
  Overflow Count (full) 0
[ALLOC_TEMP_JOB_4_FRAMES (JobTemp)]
  Initial Block Size 2.0 MB
  Used Block Count 2
  Overflow Count (too large) 0
  Overflow Count (full) 0
[ALLOC_TEMP_JOB_ASYNC (Background)]
  Initial Block Size 1.0 MB
  Used Block Count 3
  Overflow Count (too large) 0
  Overflow Count (full) 0
[ALLOC_GFX] Dual Thread Allocator
  Peak main deferred allocation count 0
    [ALLOC_BUCKET]
      Large Block size 4.0 MB
      Used Block count 1
      Peak Allocated bytes 1.6 MB
    [ALLOC_GFX_MAIN]
      Peak usage frame count: [32.0 KB-64.0 KB]: 18769 frames, [64.0 KB-128.0 KB]: 1 frames
      Requested Block Size 16.0 MB
      Peak Block count 1
      Peak Allocated memory 67.0 KB
      Peak Large allocation bytes 0 B
    [ALLOC_GFX_THREAD]
      Peak usage frame count: [64.0 KB-128.0 KB]: 18770 frames
      Requested Block Size 16.0 MB
      Peak Block count 1
      Peak Allocated memory 67.7 KB
      Peak Large allocation bytes 0 B
[ALLOC_CACHEOBJECTS] Dual Thread Allocator
  Peak main deferred allocation count 1
    [ALLOC_BUCKET]
      Large Block size 4.0 MB
      Used Block count 1
      Peak Allocated bytes 1.6 MB
    [ALLOC_CACHEOBJECTS_MAIN]
      Peak usage frame count: [0.5 MB-1.0 MB]: 299 frames, [1.0 MB-2.0 MB]: 18471 frames
      Requested Block Size 4.0 MB
      Peak Block count 1
      Peak Allocated memory 1.4 MB
      Peak Large allocation bytes 0 B
    [ALLOC_CACHEOBJECTS_THREAD]
      Peak usage frame count: [1.0 MB-2.0 MB]: 18769 frames, [4.0 MB-8.0 MB]: 1 frames
      Requested Block Size 4.0 MB
      Peak Block count 2
      Peak Allocated memory 4.7 MB
      Peak Large allocation bytes 0 B
[ALLOC_TYPETREE] Dual Thread Allocator
  Peak main deferred allocation count 0
    [ALLOC_BUCKET]
      Large Block size 4.0 MB
      Used Block count 1
      Peak Allocated bytes 1.6 MB
    [ALLOC_TYPETREE_MAIN]
      Peak usage frame count: [0-1.0 KB]: 18770 frames
      Requested Block Size 2.0 MB
      Peak Block count 1
      Peak Allocated memory 1.0 KB
      Peak Large allocation bytes 0 B
    [ALLOC_TYPETREE_THREAD]
      Peak usage frame count: [1.0 KB-2.0 KB]: 18770 frames
      Requested Block Size 2.0 MB
      Peak Block count 1
      Peak Allocated memory 1.9 KB
      Peak Large allocation bytes 0 B
[ALLOC_PROFILER]
  Peak usage frame count: [16.0 KB-32.0 KB]: 18770 frames
  Requested Block Size 16.0 MB
  Peak Block count 1
  Peak Allocated memory 29.0 KB
  Peak Large allocation bytes 0 B
    [ALLOC_PROFILER_BUCKET]
      Large Block size 4.0 MB
      Used Block count 1
      Peak Allocated bytes 396 B
##utp:{"type":"MemoryLeaks","version":2,"phase":"Immediate","time":1674309837959,"processId":5174,"allocatedMemory":1957332,"memoryLabels":[{"Default":9033},{"Permanent":1264},{"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}]}