First Pyramids
Browse files- Pyramids.onnx +1 -1
- Pyramids/{Pyramids-1499939.onnx β Pyramids-1499963.onnx} +1 -1
- Pyramids/{Pyramids-2000252.pt β Pyramids-1499963.pt} +1 -1
- Pyramids/{Pyramids-2000252.onnx β Pyramids-1999915.onnx} +1 -1
- Pyramids/{Pyramids-1499939.pt β Pyramids-1999915.pt} +1 -1
- Pyramids/{Pyramids-1999996.onnx β Pyramids-2000043.onnx} +1 -1
- Pyramids/{Pyramids-499999.pt β Pyramids-2000043.pt} +1 -1
- Pyramids/{Pyramids-499999.onnx β Pyramids-499985.onnx} +1 -1
- Pyramids/{Pyramids-1999996.pt β Pyramids-499985.pt} +1 -1
- Pyramids/Pyramids-999881.onnx +3 -0
- Pyramids/Pyramids-999881.pt +3 -0
- Pyramids/Pyramids-999938.onnx +0 -3
- Pyramids/Pyramids-999938.pt +0 -3
- Pyramids/checkpoint.pt +1 -1
- Pyramids/{events.out.tfevents.1658995511.aee4839c3045.264.0 β events.out.tfevents.1659145085.d2f6d50bd813.246.0} +2 -2
- run_logs/Player-0.log +30 -30
- run_logs/timers.json +160 -160
- run_logs/training_status.json +29 -29
Pyramids.onnx
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Pyramids/{Pyramids-499999.pt β Pyramids-2000043.pt}
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Pyramids/{Pyramids-499999.onnx β Pyramids-499985.onnx}
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Pyramids/{Pyramids-1999996.pt β Pyramids-499985.pt}
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Pyramids/Pyramids-999881.onnx
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Pyramids/Pyramids-999881.pt
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Pyramids/Pyramids-999938.onnx
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Pyramids/Pyramids-999938.pt
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Pyramids/checkpoint.pt
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Pyramids/{events.out.tfevents.1658995511.aee4839c3045.264.0 β events.out.tfevents.1659145085.d2f6d50bd813.246.0}
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run_logs/Player-0.log
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Mono path[0] = '/content/ml-agents/trained-envs-executables/linux/Pyramids/Pyramids_Data/Managed'
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Mono config path = '/content/ml-agents/trained-envs-executables/linux/Pyramids/Pyramids_Data/MonoBleedingEdge/etc'
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Found 1 interfaces on host : 0) 172.28.0.2
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Multi-casting "[IP] 172.28.0.2 [Port]
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Preloaded 'libgrpc_csharp_ext.x64.so'
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PlayerPrefs - Creating folder: /root/.config/unity3d/Unity Technologies
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ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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WARNING: Shader Unsupported: 'Standard' - All subshaders removed
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WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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requesting resize 84 x 84
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Setting up 1 worker threads for Enlighten.
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##utp:{"type":"MemoryLeaks","version":2,"phase":"Immediate","time":
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Mono path[0] = '/content/ml-agents/trained-envs-executables/linux/Pyramids/Pyramids_Data/Managed'
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Mono config path = '/content/ml-agents/trained-envs-executables/linux/Pyramids/Pyramids_Data/MonoBleedingEdge/etc'
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Found 1 interfaces on host : 0) 172.28.0.2
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Multi-casting "[IP] 172.28.0.2 [Port] 55268 [Flags] 2 [Guid] 4218206345 [EditorId] 764847374 [Version] 1048832 [Id] LinuxPlayer(13,172.28.0.2) [Debug] 0 [PackageName] LinuxPlayer [ProjectName] UnityEnvironment" to [225.0.0.222:54997]...
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FMOD failed to initialize the output device.: "Error initializing output device. " (60)
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FMOD initialized on nosound output
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Begin MonoManager ReloadAssembly
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- Completed reload, in 0.083 seconds
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ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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WARNING: Shader Unsupported: 'Standard' - All subshaders removed
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WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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requesting resize 84 x 84
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Setting up 1 worker threads for Enlighten.
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[ALLOC_TEMP_TLS] TLS Allocator
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Peak usage frame count: [0.5 MB-1.0 MB]: 299 frames, [1.0 MB-2.0 MB]: 37221 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 13036
|
| 217 |
[ALLOC_BUCKET]
|
| 218 |
Large Block size 4.0 MB
|
| 219 |
Used Block count 1
|
| 220 |
+
Peak Allocated bytes 1.6 MB
|
| 221 |
[ALLOC_DEFAULT_MAIN]
|
| 222 |
+
Peak usage frame count: [8.0 MB-16.0 MB]: 1 frames, [16.0 MB-32.0 MB]: 37519 frames
|
| 223 |
Requested Block Size 16.0 MB
|
| 224 |
Peak Block count 3
|
| 225 |
+
Peak Allocated memory 30.3 MB
|
| 226 |
Peak Large allocation bytes 0 B
|
| 227 |
[ALLOC_DEFAULT_THREAD]
|
| 228 |
+
Peak usage frame count: [16.0 MB-32.0 MB]: 37520 frames
|
| 229 |
Requested Block Size 16.0 MB
|
| 230 |
Peak Block count 1
|
| 231 |
+
Peak Allocated memory 23.7 MB
|
| 232 |
Peak Large allocation bytes 16.0 MB
|
| 233 |
[ALLOC_TEMP_JOB_1_FRAME]
|
| 234 |
Initial Block Size 2.0 MB
|
|
|
|
| 255 |
[ALLOC_BUCKET]
|
| 256 |
Large Block size 4.0 MB
|
| 257 |
Used Block count 1
|
| 258 |
+
Peak Allocated bytes 1.6 MB
|
| 259 |
[ALLOC_GFX_MAIN]
|
| 260 |
+
Peak usage frame count: [32.0 KB-64.0 KB]: 37519 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]: 37520 frames
|
| 267 |
Requested Block Size 16.0 MB
|
| 268 |
Peak Block count 1
|
| 269 |
Peak Allocated memory 67.7 KB
|
|
|
|
| 273 |
[ALLOC_BUCKET]
|
| 274 |
Large Block size 4.0 MB
|
| 275 |
Used Block count 1
|
| 276 |
+
Peak Allocated bytes 1.6 MB
|
| 277 |
[ALLOC_CACHEOBJECTS_MAIN]
|
| 278 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 299 frames, [1.0 MB-2.0 MB]: 37221 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]: 37519 frames, [2.0 MB-4.0 MB]: 1 frames
|
| 285 |
Requested Block Size 4.0 MB
|
| 286 |
+
Peak Block count 1
|
| 287 |
+
Peak Allocated memory 3.9 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 1.6 MB
|
| 295 |
[ALLOC_TYPETREE_MAIN]
|
| 296 |
+
Peak usage frame count: [0-1.0 KB]: 37520 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]: 37520 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]: 37520 frames
|
| 309 |
Requested Block Size 16.0 MB
|
| 310 |
Peak Block count 1
|
| 311 |
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Peak Allocated memory 29.2 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 |
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|
run_logs/timers.json
CHANGED
|
@@ -2,171 +2,171 @@
|
|
| 2 |
"name": "root",
|
| 3 |
"gauges": {
|
| 4 |
"Pyramids.Policy.Entropy.mean": {
|
| 5 |
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|
| 6 |
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|
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|
| 8 |
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|
| 9 |
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|
| 10 |
"Pyramids.Policy.Entropy.sum": {
|
| 11 |
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"value":
|
| 12 |
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"min":
|
| 13 |
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"max":
|
| 14 |
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|
| 15 |
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|
| 16 |
"Pyramids.Step.mean": {
|
| 17 |
-
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|
| 18 |
"min": 29952.0,
|
| 19 |
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"max":
|
| 20 |
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|
| 21 |
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|
| 22 |
"Pyramids.Step.sum": {
|
| 23 |
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|
| 24 |
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|
| 25 |
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|
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|
| 27 |
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| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
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|
| 33 |
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|
| 34 |
"Pyramids.Policy.ExtrinsicValueEstimate.sum": {
|
| 35 |
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"value":
|
| 36 |
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"min": -
|
| 37 |
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| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 45 |
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|
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| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
"Pyramids.Losses.PolicyLoss.mean": {
|
| 53 |
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|
| 54 |
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|
| 55 |
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|
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|
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
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|
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|
| 63 |
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|
| 64 |
"Pyramids.Losses.ValueLoss.mean": {
|
| 65 |
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|
| 66 |
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"min": 0.
|
| 67 |
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|
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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"min": 0.
|
| 73 |
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|
| 74 |
"count": 66
|
| 75 |
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|
| 76 |
"Pyramids.Policy.LearningRate.mean": {
|
| 77 |
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|
| 78 |
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"min": 5.
|
| 79 |
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"max": 0.
|
| 80 |
"count": 66
|
| 81 |
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|
| 82 |
"Pyramids.Policy.LearningRate.sum": {
|
| 83 |
-
"value": 7.
|
| 84 |
-
"min": 7.
|
| 85 |
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"max": 0.
|
| 86 |
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|
| 87 |
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|
| 88 |
"Pyramids.Policy.Epsilon.mean": {
|
| 89 |
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|
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
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|
| 100 |
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|
| 101 |
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|
| 102 |
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|
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|
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|
| 105 |
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|
| 106 |
"Pyramids.Policy.Beta.sum": {
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| 107 |
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|
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|
| 111 |
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|
| 112 |
"Pyramids.Losses.RNDLoss.mean": {
|
| 113 |
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|
| 114 |
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"min": 0.
|
| 115 |
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"max": 0.
|
| 116 |
"count": 66
|
| 117 |
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|
| 118 |
"Pyramids.Losses.RNDLoss.sum": {
|
| 119 |
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|
| 120 |
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"min": 0.
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|
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| 124 |
"Pyramids.Environment.EpisodeLength.mean": {
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| 125 |
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"value":
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| 126 |
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|
| 129 |
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| 130 |
"Pyramids.Environment.EpisodeLength.sum": {
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| 131 |
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"value":
|
| 132 |
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| 133 |
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|
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|
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"Pyramids.Environment.CumulativeReward.mean": {
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| 137 |
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|
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|
| 139 |
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| 140 |
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|
| 141 |
},
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| 142 |
"Pyramids.Environment.CumulativeReward.sum": {
|
| 143 |
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"value":
|
| 144 |
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"min": -30.
|
| 145 |
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"max":
|
| 146 |
"count": 66
|
| 147 |
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|
| 148 |
"Pyramids.Policy.ExtrinsicReward.mean": {
|
| 149 |
-
"value": 1.
|
| 150 |
-
"min": -
|
| 151 |
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"max": 1.
|
| 152 |
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|
| 153 |
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|
| 154 |
"Pyramids.Policy.ExtrinsicReward.sum": {
|
| 155 |
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"value":
|
| 156 |
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"min": -30.
|
| 157 |
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"max":
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| 158 |
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|
| 159 |
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| 160 |
"Pyramids.Policy.RndReward.mean": {
|
| 161 |
-
"value": 0.
|
| 162 |
-
"min": 0.
|
| 163 |
-
"max":
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| 164 |
"count": 66
|
| 165 |
},
|
| 166 |
"Pyramids.Policy.RndReward.sum": {
|
| 167 |
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"value":
|
| 168 |
-
"min":
|
| 169 |
-
"max":
|
| 170 |
"count": 66
|
| 171 |
},
|
| 172 |
"Pyramids.IsTraining.mean": {
|
|
@@ -184,7 +184,7 @@
|
|
| 184 |
},
|
| 185 |
"metadata": {
|
| 186 |
"timer_format_version": "0.1.0",
|
| 187 |
-
"start_time_seconds": "
|
| 188 |
"python_version": "3.7.13 (default, Apr 24 2022, 01:04:09) \n[GCC 7.5.0]",
|
| 189 |
"command_line_arguments": "/usr/local/bin/mlagents-learn ./config/ppo/PyramidsRND.yaml --env=./trained-envs-executables/linux/Pyramids/Pyramids --run-id=Pyramids Training --no-graphics",
|
| 190 |
"mlagents_version": "0.29.0.dev0",
|
|
@@ -192,66 +192,66 @@
|
|
| 192 |
"communication_protocol_version": "1.5.0",
|
| 193 |
"pytorch_version": "1.8.1+cu102",
|
| 194 |
"numpy_version": "1.21.6",
|
| 195 |
-
"end_time_seconds": "
|
| 196 |
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|
| 197 |
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| 198 |
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|
| 199 |
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|
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| 202 |
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|
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|
| 204 |
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|
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| 206 |
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|
| 207 |
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"total":
|
| 208 |
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|
| 209 |
-
"self": 2.
|
| 210 |
"children": {
|
| 211 |
"TrainerController._reset_env": {
|
| 212 |
-
"total":
|
| 213 |
"count": 1,
|
| 214 |
-
"self":
|
| 215 |
},
|
| 216 |
"TrainerController.advance": {
|
| 217 |
-
"total":
|
| 218 |
-
"count":
|
| 219 |
-
"self": 2.
|
| 220 |
"children": {
|
| 221 |
"env_step": {
|
| 222 |
-
"total":
|
| 223 |
-
"count":
|
| 224 |
-
"self":
|
| 225 |
"children": {
|
| 226 |
"SubprocessEnvManager._take_step": {
|
| 227 |
-
"total":
|
| 228 |
-
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|
| 229 |
-
"self":
|
| 230 |
"children": {
|
| 231 |
"TorchPolicy.evaluate": {
|
| 232 |
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"total":
|
| 233 |
-
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|
| 234 |
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"self":
|
| 235 |
"children": {
|
| 236 |
"TorchPolicy.sample_actions": {
|
| 237 |
-
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|
| 238 |
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|
| 239 |
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"self":
|
| 240 |
}
|
| 241 |
}
|
| 242 |
}
|
| 243 |
}
|
| 244 |
},
|
| 245 |
"workers": {
|
| 246 |
-
"total": 1.
|
| 247 |
-
"count":
|
| 248 |
"self": 0.0,
|
| 249 |
"children": {
|
| 250 |
"worker_root": {
|
| 251 |
-
"total":
|
| 252 |
-
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|
| 253 |
"is_parallel": true,
|
| 254 |
-
"self":
|
| 255 |
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|
| 256 |
"run_training.setup": {
|
| 257 |
"total": 0.0,
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|
@@ -260,48 +260,48 @@
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|
| 260 |
"self": 0.0,
|
| 261 |
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|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
"is_parallel": true,
|
| 266 |
-
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|
| 267 |
"children": {
|
| 268 |
"_process_rank_one_or_two_observation": {
|
| 269 |
-
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|
| 270 |
"count": 8,
|
| 271 |
"is_parallel": true,
|
| 272 |
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"self": 0.
|
| 273 |
}
|
| 274 |
}
|
| 275 |
},
|
| 276 |
"UnityEnvironment.step": {
|
| 277 |
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| 278 |
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|
| 279 |
"is_parallel": true,
|
| 280 |
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|
| 281 |
"children": {
|
| 282 |
"UnityEnvironment._generate_step_input": {
|
| 283 |
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|
| 285 |
"is_parallel": true,
|
| 286 |
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"self": 0.
|
| 287 |
},
|
| 288 |
"communicator.exchange": {
|
| 289 |
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|
| 290 |
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|
| 291 |
"is_parallel": true,
|
| 292 |
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
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|
| 304 |
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|
| 305 |
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|
| 306 |
}
|
| 307 |
}
|
|
@@ -310,34 +310,34 @@
|
|
| 310 |
}
|
| 311 |
},
|
| 312 |
"UnityEnvironment.step": {
|
| 313 |
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"total":
|
| 314 |
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"count":
|
| 315 |
"is_parallel": true,
|
| 316 |
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"self":
|
| 317 |
"children": {
|
| 318 |
"UnityEnvironment._generate_step_input": {
|
| 319 |
-
"total":
|
| 320 |
-
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|
| 321 |
"is_parallel": true,
|
| 322 |
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"self":
|
| 323 |
},
|
| 324 |
"communicator.exchange": {
|
| 325 |
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|
| 326 |
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|
| 327 |
"is_parallel": true,
|
| 328 |
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"self":
|
| 329 |
},
|
| 330 |
"steps_from_proto": {
|
| 331 |
-
"total":
|
| 332 |
-
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|
| 333 |
"is_parallel": true,
|
| 334 |
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"self":
|
| 335 |
"children": {
|
| 336 |
"_process_rank_one_or_two_observation": {
|
| 337 |
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|
| 338 |
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| 339 |
"is_parallel": true,
|
| 340 |
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|
| 341 |
}
|
| 342 |
}
|
| 343 |
}
|
|
@@ -350,31 +350,31 @@
|
|
| 350 |
}
|
| 351 |
},
|
| 352 |
"trainer_advance": {
|
| 353 |
-
"total":
|
| 354 |
-
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|
| 355 |
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|
| 356 |
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|
| 357 |
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|
| 358 |
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| 359 |
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|
| 360 |
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|
| 361 |
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|
| 362 |
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|
| 363 |
-
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|
| 364 |
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|
| 365 |
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"self": 0.
|
| 366 |
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|
| 367 |
}
|
| 368 |
},
|
| 369 |
"_update_policy": {
|
| 370 |
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|
| 371 |
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|
| 372 |
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"self":
|
| 373 |
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|
| 374 |
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|
| 375 |
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|
| 376 |
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|
| 377 |
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