Hugging Face's logo

adrian-nf
/
ML-Agents-SoccerTwos-Medium

Reinforcement Learning
ml-agents
TensorBoard
ONNX
SoccerTwos
deep-reinforcement-learning
ML-Agents-SoccerTwos
Model card Files Metrics Community
adrian-nf commited on
Commit
7a6d146
•
1 Parent(s): 449dad2

initial commit

Browse files
Files changed (12) hide show
  1. SoccerTwos.onnx +1 -1
  2. SoccerTwos/SoccerTwos-2999965.onnx +3 -0
  3. SoccerTwos/SoccerTwos-2999965.pt +3 -0
  4. SoccerTwos/SoccerTwos-3002512.onnx +3 -0
  5. SoccerTwos/SoccerTwos-3002512.pt +3 -0
  6. SoccerTwos/checkpoint.pt +1 -1
  7. SoccerTwos/events.out.tfevents.1734126926.5f48e360a8d4.83953.0 +3 -0
  8. config.json +1 -1
  9. configuration.yaml +2 -2
  10. run_logs/Player-0.log +12 -404
  11. run_logs/timers.json +195 -195
  12. run_logs/training_status.json +22 -22
SoccerTwos.onnx CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:843135eba61e37cd54f00e3b6c4b7f9d7eaf282751353a45184f0df909838f11
3
  size 1768747
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aac8c89b3120d598c3e81417dd1e59a8cee9504ff6ace6862ce65f1f347cbdd4
3
  size 1768747
SoccerTwos/SoccerTwos-2999965.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aac8c89b3120d598c3e81417dd1e59a8cee9504ff6ace6862ce65f1f347cbdd4
3
+ size 1768747
SoccerTwos/SoccerTwos-2999965.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c0a7eb226e8263cc18fe059c5b0fb03c794fb167df45302c69c0e682b5d4a3c0
3
+ size 28430358
SoccerTwos/SoccerTwos-3002512.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aac8c89b3120d598c3e81417dd1e59a8cee9504ff6ace6862ce65f1f347cbdd4
3
+ size 1768747
SoccerTwos/SoccerTwos-3002512.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8b4755afa3984a5c7365b3a53ec0adca134e03f1262256993b6eea2b5459284f
3
+ size 28430358
SoccerTwos/checkpoint.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:74bd63a44ccdb6704b2bce620a628e10fab9249d2b3cd31419a7533997c1ca26
3
  size 28429366
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cc5e4bfc3caf19bed554ff9c1615e44977be3e7778b5fb5f30da6d41ecaada67
3
  size 28429366
SoccerTwos/events.out.tfevents.1734126926.5f48e360a8d4.83953.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a32c425e63a76e59be1c17dcfcc272f0117b7cc9625fc7f87ab2d5cfb13e859a
3
+ size 494132
config.json CHANGED
@@ -1 +1 @@
1
- {"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0003, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "learning_rate_schedule": "constant", "beta_schedule": "constant", "epsilon_schedule": "constant"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 512, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.99, "strength": 1.0, "network_settings": {"normalize": false, "hidden_units": 128, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 5000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 50000, "team_change": 200000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.5, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "train-soccer/SoccerTwos/SoccerTwos.x86_64", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "timeout_wait": 60, "seed": -1, "max_lifetime_restarts": 10, "restarts_rate_limit_n": 1, "restarts_rate_limit_period_s": 60}, "engine_settings": {"width": 84, "height": 84, "quality_level": 5, "time_scale": 20, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true, "no_graphics_monitor": false}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwosNew", "initialize_from": null, "load_model": false, "resume": false, "force": true, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
 
1
+ {"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0003, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "learning_rate_schedule": "constant", "beta_schedule": "constant", "epsilon_schedule": "constant"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 512, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.99, "strength": 1.0, "network_settings": {"normalize": false, "hidden_units": 128, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 5000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 50000, "team_change": 200000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.5, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "train-soccer/SoccerTwos/SoccerTwos.x86_64", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "timeout_wait": 60, "seed": -1, "max_lifetime_restarts": 10, "restarts_rate_limit_n": 1, "restarts_rate_limit_period_s": 60}, "engine_settings": {"width": 84, "height": 84, "quality_level": 5, "time_scale": 20, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true, "no_graphics_monitor": false}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwosNew", "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 CHANGED
@@ -74,8 +74,8 @@ checkpoint_settings:
74
  run_id: SoccerTwosNew
75
  initialize_from: null
76
  load_model: false
77
- resume: false
78
- force: true
79
  train_model: false
80
  inference: false
81
  results_dir: results
 
74
  run_id: SoccerTwosNew
75
  initialize_from: null
76
  load_model: false
77
+ resume: true
78
+ force: false
79
  train_model: false
80
  inference: false
81
  results_dir: results
run_logs/Player-0.log CHANGED
@@ -2,9 +2,6 @@ Mono path[0] = '/content/ml-agents/train-soccer/SoccerTwos/SoccerTwos_Data/Manag
2
  Mono config path = '/content/ml-agents/train-soccer/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
3
  Preloaded 'lib_burst_generated.so'
4
  Preloaded 'libgrpc_csharp_ext.x64.so'
5
- PlayerPrefs - Creating folder: /root/.config/unity3d/Unity Technologies
6
- PlayerPrefs - Creating folder: /root/.config/unity3d/Unity Technologies/SoccerTwos
7
- Unable to load player prefs
8
  Initialize engine version: 2021.3.14f1 (eee1884e7226)
9
  [Subsystems] Discovering subsystems at path /content/ml-agents/train-soccer/SoccerTwos/SoccerTwos_Data/UnitySubsystems
10
  Forcing GfxDevice: Null
@@ -34,7 +31,7 @@ ALSA lib pcm.c:2664:(snd_pcm_open_noupdate) Unknown PCM default
34
  FMOD failed to initialize the output device.: "Error initializing output device. " (60)
35
  FMOD initialized on nosound output
36
  Begin MonoManager ReloadAssembly
37
- - Completed reload, in 0.105 seconds
38
  ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
39
  ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
40
  ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
@@ -59,405 +56,16 @@ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/f
59
  WARNING: Shader Unsupported: 'Standard' - All subshaders removed
60
  WARNING: Shader Did you use #pragma only_renderers and omit this platform?
61
  WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
62
- UnloadTime: 1.041845 ms
63
  Registered Communicator in Agent.
64
  ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
65
  requesting resize 84 x 84
66
- TOO LONG
67
- TOO LONG
68
- TOO LONG
69
- TOO LONG
70
- TOO LONG
71
- TOO LONG
72
- TOO LONG
73
- TOO LONG
74
- TOO LONG
75
- TOO LONG
76
- TOO LONG
77
- TOO LONG
78
- TOO LONG
79
- TOO LONG
80
- TOO LONG
81
- TOO LONG
82
- TOO LONG
83
- TOO LONG
84
- TOO LONG
85
- TOO LONG
86
- TOO LONG
87
- TOO LONG
88
- TOO LONG
89
- TOO LONG
90
- TOO LONG
91
- TOO LONG
92
- TOO LONG
93
- TOO LONG
94
- TOO LONG
95
- TOO LONG
96
- TOO LONG
97
- TOO LONG
98
- TOO LONG
99
- TOO LONG
100
- TOO LONG
101
- TOO LONG
102
- TOO LONG
103
- TOO LONG
104
- TOO LONG
105
- TOO LONG
106
- TOO LONG
107
- TOO LONG
108
- TOO LONG
109
- TOO LONG
110
- TOO LONG
111
- TOO LONG
112
- TOO LONG
113
- TOO LONG
114
- TOO LONG
115
- TOO LONG
116
- TOO LONG
117
- TOO LONG
118
- TOO LONG
119
- TOO LONG
120
- TOO LONG
121
- TOO LONG
122
- TOO LONG
123
- TOO LONG
124
- TOO LONG
125
- TOO LONG
126
- TOO LONG
127
- TOO LONG
128
- TOO LONG
129
- TOO LONG
130
- TOO LONG
131
- TOO LONG
132
- TOO LONG
133
- TOO LONG
134
- TOO LONG
135
- TOO LONG
136
- TOO LONG
137
- TOO LONG
138
- TOO LONG
139
- TOO LONG
140
- TOO LONG
141
- TOO LONG
142
- TOO LONG
143
- TOO LONG
144
- TOO LONG
145
- TOO LONG
146
- TOO LONG
147
- TOO LONG
148
- TOO LONG
149
- TOO LONG
150
- TOO LONG
151
- TOO LONG
152
- TOO LONG
153
- TOO LONG
154
- TOO LONG
155
- TOO LONG
156
- TOO LONG
157
- TOO LONG
158
- TOO LONG
159
- TOO LONG
160
- TOO LONG
161
- TOO LONG
162
- TOO LONG
163
- TOO LONG
164
- TOO LONG
165
- TOO LONG
166
- TOO LONG
167
- TOO LONG
168
- TOO LONG
169
- TOO LONG
170
- TOO LONG
171
- TOO LONG
172
- TOO LONG
173
- TOO LONG
174
- TOO LONG
175
- TOO LONG
176
- TOO LONG
177
- TOO LONG
178
- TOO LONG
179
- TOO LONG
180
- TOO LONG
181
- TOO LONG
182
- TOO LONG
183
- TOO LONG
184
- TOO LONG
185
- TOO LONG
186
- TOO LONG
187
- TOO LONG
188
- TOO LONG
189
- TOO LONG
190
- TOO LONG
191
- TOO LONG
192
- TOO LONG
193
- TOO LONG
194
- TOO LONG
195
- TOO LONG
196
- TOO LONG
197
- TOO LONG
198
- TOO LONG
199
- TOO LONG
200
- TOO LONG
201
- TOO LONG
202
- TOO LONG
203
- TOO LONG
204
- TOO LONG
205
- TOO LONG
206
- TOO LONG
207
- TOO LONG
208
- TOO LONG
209
- TOO LONG
210
- TOO LONG
211
- TOO LONG
212
- TOO LONG
213
- TOO LONG
214
- TOO LONG
215
- TOO LONG
216
- TOO LONG
217
- TOO LONG
218
- TOO LONG
219
- TOO LONG
220
- TOO LONG
221
- TOO LONG
222
- TOO LONG
223
- TOO LONG
224
- TOO LONG
225
- TOO LONG
226
- TOO LONG
227
- TOO LONG
228
- TOO LONG
229
- TOO LONG
230
- TOO LONG
231
- TOO LONG
232
- TOO LONG
233
- TOO LONG
234
- TOO LONG
235
- TOO LONG
236
- TOO LONG
237
- TOO LONG
238
- TOO LONG
239
- TOO LONG
240
- TOO LONG
241
- TOO LONG
242
- TOO LONG
243
- TOO LONG
244
- TOO LONG
245
- TOO LONG
246
- TOO LONG
247
- TOO LONG
248
- TOO LONG
249
- TOO LONG
250
- TOO LONG
251
- TOO LONG
252
- TOO LONG
253
- TOO LONG
254
- TOO LONG
255
- TOO LONG
256
- TOO LONG
257
- TOO LONG
258
- TOO LONG
259
- TOO LONG
260
- TOO LONG
261
- TOO LONG
262
- TOO LONG
263
- TOO LONG
264
- TOO LONG
265
- TOO LONG
266
- TOO LONG
267
- TOO LONG
268
- TOO LONG
269
- TOO LONG
270
- TOO LONG
271
- TOO LONG
272
- TOO LONG
273
- TOO LONG
274
- TOO LONG
275
- TOO LONG
276
- TOO LONG
277
- TOO LONG
278
- TOO LONG
279
- TOO LONG
280
- TOO LONG
281
- TOO LONG
282
- TOO LONG
283
- TOO LONG
284
- TOO LONG
285
- TOO LONG
286
- TOO LONG
287
- TOO LONG
288
- TOO LONG
289
- TOO LONG
290
- TOO LONG
291
- TOO LONG
292
- TOO LONG
293
- TOO LONG
294
- TOO LONG
295
- TOO LONG
296
- TOO LONG
297
- TOO LONG
298
- TOO LONG
299
- TOO LONG
300
- TOO LONG
301
- TOO LONG
302
- TOO LONG
303
- TOO LONG
304
- TOO LONG
305
- TOO LONG
306
- TOO LONG
307
- TOO LONG
308
- TOO LONG
309
- TOO LONG
310
- TOO LONG
311
- TOO LONG
312
- TOO LONG
313
- TOO LONG
314
- TOO LONG
315
- TOO LONG
316
- TOO LONG
317
- TOO LONG
318
- TOO LONG
319
- TOO LONG
320
- TOO LONG
321
- TOO LONG
322
- TOO LONG
323
- TOO LONG
324
- TOO LONG
325
- TOO LONG
326
- TOO LONG
327
- TOO LONG
328
- TOO LONG
329
- TOO LONG
330
- TOO LONG
331
- TOO LONG
332
- TOO LONG
333
- TOO LONG
334
- TOO LONG
335
- TOO LONG
336
- TOO LONG
337
- TOO LONG
338
- TOO LONG
339
- TOO LONG
340
- TOO LONG
341
- TOO LONG
342
- TOO LONG
343
- TOO LONG
344
- TOO LONG
345
- TOO LONG
346
- TOO LONG
347
- TOO LONG
348
- TOO LONG
349
- TOO LONG
350
- TOO LONG
351
- TOO LONG
352
- TOO LONG
353
- TOO LONG
354
- TOO LONG
355
- TOO LONG
356
- TOO LONG
357
- TOO LONG
358
- TOO LONG
359
- TOO LONG
360
- TOO LONG
361
- TOO LONG
362
- TOO LONG
363
- TOO LONG
364
- TOO LONG
365
- TOO LONG
366
- TOO LONG
367
- TOO LONG
368
- TOO LONG
369
- TOO LONG
370
- TOO LONG
371
- TOO LONG
372
- TOO LONG
373
- TOO LONG
374
- TOO LONG
375
- TOO LONG
376
- TOO LONG
377
- TOO LONG
378
- TOO LONG
379
- TOO LONG
380
- TOO LONG
381
- TOO LONG
382
- TOO LONG
383
- TOO LONG
384
- TOO LONG
385
- TOO LONG
386
- TOO LONG
387
- TOO LONG
388
- TOO LONG
389
- TOO LONG
390
- TOO LONG
391
- TOO LONG
392
- TOO LONG
393
- TOO LONG
394
- TOO LONG
395
- TOO LONG
396
- TOO LONG
397
- TOO LONG
398
- TOO LONG
399
- TOO LONG
400
- TOO LONG
401
- TOO LONG
402
- TOO LONG
403
- TOO LONG
404
- TOO LONG
405
- TOO LONG
406
- TOO LONG
407
- TOO LONG
408
- TOO LONG
409
- TOO LONG
410
- TOO LONG
411
- TOO LONG
412
- TOO LONG
413
- TOO LONG
414
- TOO LONG
415
- TOO LONG
416
- TOO LONG
417
- TOO LONG
418
- TOO LONG
419
- TOO LONG
420
- TOO LONG
421
- TOO LONG
422
- TOO LONG
423
- TOO LONG
424
- TOO LONG
425
- TOO LONG
426
- TOO LONG
427
- TOO LONG
428
- TOO LONG
429
- TOO LONG
430
- TOO LONG
431
- TOO LONG
432
- TOO LONG
433
- TOO LONG
434
- TOO LONG
435
- TOO LONG
436
- TOO LONG
437
- TOO LONG
438
- TOO LONG
439
- TOO LONG
440
- TOO LONG
441
- TOO LONG
442
- TOO LONG
443
- TOO LONG
444
- TOO LONG
445
- TOO LONG
446
- TOO LONG
447
- TOO LONG
448
- TOO LONG
449
- TOO LONG
450
- TOO LONG
451
- TOO LONG
452
- TOO LONG
453
- TOO LONG
454
- TOO LONG
455
  Setting up 1 worker threads for Enlighten.
456
  Memory Statistics:
457
  [ALLOC_TEMP_TLS] TLS Allocator
458
  StackAllocators :
459
  [ALLOC_TEMP_MAIN]
460
- Peak usage frame count: [8.0 KB-16.0 KB]: 48246 frames, [2.0 MB-4.0 MB]: 1 frames
461
  Initial Block Size 4.0 MB
462
  Current Block Size 4.0 MB
463
  Peak Allocated Bytes 2.1 MB
@@ -579,16 +187,16 @@ Memory Statistics:
579
  Used Block count 1
580
  Peak Allocated bytes 1.0 MB
581
  [ALLOC_DEFAULT_MAIN]
582
- Peak usage frame count: [4.0 MB-8.0 MB]: 48247 frames
583
  Requested Block Size 16.0 MB
584
  Peak Block count 1
585
  Peak Allocated memory 4.6 MB
586
  Peak Large allocation bytes 0 B
587
  [ALLOC_DEFAULT_THREAD]
588
- Peak usage frame count: [16.0 MB-32.0 MB]: 48247 frames
589
  Requested Block Size 16.0 MB
590
  Peak Block count 1
591
- Peak Allocated memory 17.5 MB
592
  Peak Large allocation bytes 16.0 MB
593
  [ALLOC_TEMP_JOB_1_FRAME]
594
  Initial Block Size 2.0 MB
@@ -617,13 +225,13 @@ Memory Statistics:
617
  Used Block count 1
618
  Peak Allocated bytes 1.0 MB
619
  [ALLOC_GFX_MAIN]
620
- Peak usage frame count: [32.0 KB-64.0 KB]: 48246 frames, [64.0 KB-128.0 KB]: 1 frames
621
  Requested Block Size 16.0 MB
622
  Peak Block count 1
623
  Peak Allocated memory 65.6 KB
624
  Peak Large allocation bytes 0 B
625
  [ALLOC_GFX_THREAD]
626
- Peak usage frame count: [128.0 KB-256.0 KB]: 48247 frames
627
  Requested Block Size 16.0 MB
628
  Peak Block count 1
629
  Peak Allocated memory 173.5 KB
@@ -635,13 +243,13 @@ Memory Statistics:
635
  Used Block count 1
636
  Peak Allocated bytes 1.0 MB
637
  [ALLOC_CACHEOBJECTS_MAIN]
638
- Peak usage frame count: [0.5 MB-1.0 MB]: 48247 frames
639
  Requested Block Size 4.0 MB
640
  Peak Block count 1
641
  Peak Allocated memory 0.6 MB
642
  Peak Large allocation bytes 0 B
643
  [ALLOC_CACHEOBJECTS_THREAD]
644
- Peak usage frame count: [0.5 MB-1.0 MB]: 48246 frames, [4.0 MB-8.0 MB]: 1 frames
645
  Requested Block Size 4.0 MB
646
  Peak Block count 2
647
  Peak Allocated memory 4.5 MB
@@ -653,13 +261,13 @@ Memory Statistics:
653
  Used Block count 1
654
  Peak Allocated bytes 1.0 MB
655
  [ALLOC_TYPETREE_MAIN]
656
- Peak usage frame count: [0-1.0 KB]: 48247 frames
657
  Requested Block Size 2.0 MB
658
  Peak Block count 1
659
  Peak Allocated memory 1.0 KB
660
  Peak Large allocation bytes 0 B
661
  [ALLOC_TYPETREE_THREAD]
662
- Peak usage frame count: [1.0 KB-2.0 KB]: 48246 frames, [2.0 KB-4.0 KB]: 1 frames
663
  Requested Block Size 2.0 MB
664
  Peak Block count 1
665
  Peak Allocated memory 2.2 KB
 
2
  Mono config path = '/content/ml-agents/train-soccer/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
3
  Preloaded 'lib_burst_generated.so'
4
  Preloaded 'libgrpc_csharp_ext.x64.so'
 
 
 
5
  Initialize engine version: 2021.3.14f1 (eee1884e7226)
6
  [Subsystems] Discovering subsystems at path /content/ml-agents/train-soccer/SoccerTwos/SoccerTwos_Data/UnitySubsystems
7
  Forcing GfxDevice: Null
 
31
  FMOD failed to initialize the output device.: "Error initializing output device. " (60)
32
  FMOD initialized on nosound output
33
  Begin MonoManager ReloadAssembly
34
+ - Completed reload, in 0.276 seconds
35
  ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
36
  ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
37
  ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
 
56
  WARNING: Shader Unsupported: 'Standard' - All subshaders removed
57
  WARNING: Shader Did you use #pragma only_renderers and omit this platform?
58
  WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
59
+ UnloadTime: 1.092670 ms
60
  Registered Communicator in Agent.
61
  ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
62
  requesting resize 84 x 84
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
63
  Setting up 1 worker threads for Enlighten.
64
  Memory Statistics:
65
  [ALLOC_TEMP_TLS] TLS Allocator
66
  StackAllocators :
67
  [ALLOC_TEMP_MAIN]
68
+ Peak usage frame count: [8.0 KB-16.0 KB]: 8910 frames, [2.0 MB-4.0 MB]: 1 frames
69
  Initial Block Size 4.0 MB
70
  Current Block Size 4.0 MB
71
  Peak Allocated Bytes 2.1 MB
 
187
  Used Block count 1
188
  Peak Allocated bytes 1.0 MB
189
  [ALLOC_DEFAULT_MAIN]
190
+ Peak usage frame count: [4.0 MB-8.0 MB]: 8911 frames
191
  Requested Block Size 16.0 MB
192
  Peak Block count 1
193
  Peak Allocated memory 4.6 MB
194
  Peak Large allocation bytes 0 B
195
  [ALLOC_DEFAULT_THREAD]
196
+ Peak usage frame count: [16.0 MB-32.0 MB]: 8911 frames
197
  Requested Block Size 16.0 MB
198
  Peak Block count 1
199
+ Peak Allocated memory 17.6 MB
200
  Peak Large allocation bytes 16.0 MB
201
  [ALLOC_TEMP_JOB_1_FRAME]
202
  Initial Block Size 2.0 MB
 
225
  Used Block count 1
226
  Peak Allocated bytes 1.0 MB
227
  [ALLOC_GFX_MAIN]
228
+ Peak usage frame count: [32.0 KB-64.0 KB]: 8910 frames, [64.0 KB-128.0 KB]: 1 frames
229
  Requested Block Size 16.0 MB
230
  Peak Block count 1
231
  Peak Allocated memory 65.6 KB
232
  Peak Large allocation bytes 0 B
233
  [ALLOC_GFX_THREAD]
234
+ Peak usage frame count: [128.0 KB-256.0 KB]: 8911 frames
235
  Requested Block Size 16.0 MB
236
  Peak Block count 1
237
  Peak Allocated memory 173.5 KB
 
243
  Used Block count 1
244
  Peak Allocated bytes 1.0 MB
245
  [ALLOC_CACHEOBJECTS_MAIN]
246
+ Peak usage frame count: [0.5 MB-1.0 MB]: 8911 frames
247
  Requested Block Size 4.0 MB
248
  Peak Block count 1
249
  Peak Allocated memory 0.6 MB
250
  Peak Large allocation bytes 0 B
251
  [ALLOC_CACHEOBJECTS_THREAD]
252
+ Peak usage frame count: [0.5 MB-1.0 MB]: 8910 frames, [4.0 MB-8.0 MB]: 1 frames
253
  Requested Block Size 4.0 MB
254
  Peak Block count 2
255
  Peak Allocated memory 4.5 MB
 
261
  Used Block count 1
262
  Peak Allocated bytes 1.0 MB
263
  [ALLOC_TYPETREE_MAIN]
264
+ Peak usage frame count: [0-1.0 KB]: 8911 frames
265
  Requested Block Size 2.0 MB
266
  Peak Block count 1
267
  Peak Allocated memory 1.0 KB
268
  Peak Large allocation bytes 0 B
269
  [ALLOC_TYPETREE_THREAD]
270
+ Peak usage frame count: [1.0 KB-2.0 KB]: 8910 frames, [2.0 KB-4.0 KB]: 1 frames
271
  Requested Block Size 2.0 MB
272
  Peak Block count 1
273
  Peak Allocated memory 2.2 KB
run_logs/timers.json CHANGED
@@ -2,261 +2,261 @@
2
  "name": "root",
3
  "gauges": {
4
  "SoccerTwos.Policy.Entropy.mean": {
5
- "value": 2.3582019805908203,
6
- "min": 2.344907283782959,
7
- "max": 3.2957191467285156,
8
- "count": 252
9
  },
10
  "SoccerTwos.Policy.Entropy.sum": {
11
- "value": 48220.51171875,
12
- "min": 19236.546875,
13
- "max": 118981.84375,
14
- "count": 252
15
  },
16
  "SoccerTwos.Environment.EpisodeLength.mean": {
17
- "value": 47.75728155339806,
18
- "min": 41.82905982905983,
19
- "max": 999.0,
20
- "count": 252
21
  },
22
  "SoccerTwos.Environment.EpisodeLength.sum": {
23
- "value": 19676.0,
24
- "min": 11988.0,
25
- "max": 27972.0,
26
- "count": 252
27
  },
28
  "SoccerTwos.Self-play.ELO.mean": {
29
- "value": 1462.890949313972,
30
- "min": 1194.9458730953945,
31
- "max": 1480.6183649101808,
32
- "count": 246
33
  },
34
  "SoccerTwos.Self-play.ELO.sum": {
35
- "value": 301355.5355586782,
36
- "min": 2390.554582141499,
37
- "max": 344687.4574596577,
38
- "count": 246
39
  },
40
  "SoccerTwos.Step.mean": {
41
- "value": 2519875.0,
42
- "min": 9780.0,
43
- "max": 2519875.0,
44
- "count": 252
45
  },
46
  "SoccerTwos.Step.sum": {
47
- "value": 2519875.0,
48
- "min": 9780.0,
49
- "max": 2519875.0,
50
- "count": 252
51
  },
52
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
53
- "value": 0.12698587775230408,
54
- "min": -0.06746198236942291,
55
- "max": 0.2542824149131775,
56
- "count": 252
57
  },
58
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
59
- "value": 26.15909194946289,
60
- "min": -10.524068832397461,
61
- "max": 29.49675941467285,
62
- "count": 252
63
  },
64
  "SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
65
- "value": 0.1230766773223877,
66
- "min": -0.06821300834417343,
67
- "max": 0.25770387053489685,
68
- "count": 252
69
  },
70
  "SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
71
- "value": 25.353796005249023,
72
- "min": -10.641229629516602,
73
- "max": 29.893648147583008,
74
- "count": 252
75
  },
76
  "SoccerTwos.Environment.CumulativeReward.mean": {
77
  "value": 0.0,
78
  "min": 0.0,
79
  "max": 0.0,
80
- "count": 252
81
  },
82
  "SoccerTwos.Environment.CumulativeReward.sum": {
83
  "value": 0.0,
84
  "min": 0.0,
85
  "max": 0.0,
86
- "count": 252
87
  },
88
  "SoccerTwos.Policy.ExtrinsicReward.mean": {
89
- "value": 0.16133883421860853,
90
- "min": -0.6363636363636364,
91
- "max": 0.43697778163132844,
92
- "count": 252
93
  },
94
  "SoccerTwos.Policy.ExtrinsicReward.sum": {
95
- "value": 33.235799849033356,
96
- "min": -36.01639997959137,
97
- "max": 62.34400022029877,
98
- "count": 252
99
  },
100
  "SoccerTwos.Environment.GroupCumulativeReward.mean": {
101
- "value": 0.16133883421860853,
102
- "min": -0.6363636363636364,
103
- "max": 0.43697778163132844,
104
- "count": 252
105
  },
106
  "SoccerTwos.Environment.GroupCumulativeReward.sum": {
107
- "value": 33.235799849033356,
108
- "min": -36.01639997959137,
109
- "max": 62.34400022029877,
110
- "count": 252
111
  },
112
  "SoccerTwos.IsTraining.mean": {
113
  "value": 1.0,
114
  "min": 1.0,
115
  "max": 1.0,
116
- "count": 252
117
  },
118
  "SoccerTwos.IsTraining.sum": {
119
  "value": 1.0,
120
  "min": 1.0,
121
  "max": 1.0,
122
- "count": 252
123
  },
124
  "SoccerTwos.Losses.PolicyLoss.mean": {
125
- "value": 0.015590665638834858,
126
- "min": 0.010898543797278155,
127
- "max": 0.02286565420217812,
128
- "count": 119
129
  },
130
  "SoccerTwos.Losses.PolicyLoss.sum": {
131
- "value": 0.015590665638834858,
132
- "min": 0.010898543797278155,
133
- "max": 0.02286565420217812,
134
- "count": 119
135
  },
136
  "SoccerTwos.Losses.ValueLoss.mean": {
137
- "value": 0.09329070076346398,
138
- "min": 0.0005182958045528115,
139
- "max": 0.10624008576075236,
140
- "count": 119
141
  },
142
  "SoccerTwos.Losses.ValueLoss.sum": {
143
- "value": 0.09329070076346398,
144
- "min": 0.0005182958045528115,
145
- "max": 0.10624008576075236,
146
- "count": 119
147
  },
148
  "SoccerTwos.Losses.BaselineLoss.mean": {
149
- "value": 0.09633441617091497,
150
- "min": 0.0005177144618452681,
151
- "max": 0.11067589670419693,
152
- "count": 119
153
  },
154
  "SoccerTwos.Losses.BaselineLoss.sum": {
155
- "value": 0.09633441617091497,
156
- "min": 0.0005177144618452681,
157
- "max": 0.11067589670419693,
158
- "count": 119
159
  },
160
  "SoccerTwos.Policy.LearningRate.mean": {
161
  "value": 0.0003,
162
  "min": 0.0003,
163
  "max": 0.0003,
164
- "count": 119
165
  },
166
  "SoccerTwos.Policy.LearningRate.sum": {
167
  "value": 0.0003,
168
  "min": 0.0003,
169
  "max": 0.0003,
170
- "count": 119
171
  },
172
  "SoccerTwos.Policy.Epsilon.mean": {
173
  "value": 0.20000000000000007,
174
- "min": 0.2,
175
  "max": 0.20000000000000007,
176
- "count": 119
177
  },
178
  "SoccerTwos.Policy.Epsilon.sum": {
179
  "value": 0.20000000000000007,
180
- "min": 0.2,
181
  "max": 0.20000000000000007,
182
- "count": 119
183
  },
184
  "SoccerTwos.Policy.Beta.mean": {
185
  "value": 0.005000000000000001,
186
- "min": 0.005,
187
  "max": 0.005000000000000001,
188
- "count": 119
189
  },
190
  "SoccerTwos.Policy.Beta.sum": {
191
  "value": 0.005000000000000001,
192
- "min": 0.005,
193
  "max": 0.005000000000000001,
194
- "count": 119
195
  }
196
  },
197
  "metadata": {
198
  "timer_format_version": "0.1.0",
199
- "start_time_seconds": "1734109291",
200
  "python_version": "3.10.12 (main, Nov 6 2024, 20:22:13) [GCC 11.4.0]",
201
- "command_line_arguments": "/usr/local/bin/mlagents-learn ./train-soccer/SoccerTwos.yaml --env=train-soccer/SoccerTwos/SoccerTwos.x86_64 --run-id=SoccerTwosNew --no-graphics --force",
202
  "mlagents_version": "1.2.0.dev0",
203
  "mlagents_envs_version": "1.2.0.dev0",
204
  "communication_protocol_version": "1.5.0",
205
  "pytorch_version": "2.5.1+cu121",
206
  "numpy_version": "1.23.5",
207
- "end_time_seconds": "1734124988"
208
  },
209
- "total": 15697.073923089,
210
  "count": 1,
211
- "self": 0.5667136470001424,
212
  "children": {
213
  "run_training.setup": {
214
- "total": 0.0792139089999182,
215
  "count": 1,
216
- "self": 0.0792139089999182
217
  },
218
  "TrainerController.start_learning": {
219
- "total": 15696.427995533,
220
  "count": 1,
221
- "self": 6.823202603934988,
222
  "children": {
223
  "TrainerController._reset_env": {
224
- "total": 8.851883826005633,
225
- "count": 13,
226
- "self": 8.851883826005633
227
  },
228
  "TrainerController.advance": {
229
- "total": 15680.43495623006,
230
- "count": 169365,
231
- "self": 7.436462574241887,
232
  "children": {
233
  "env_step": {
234
- "total": 5780.761015837959,
235
- "count": 169365,
236
- "self": 4650.294127236018,
237
  "children": {
238
  "SubprocessEnvManager._take_step": {
239
- "total": 1126.4139133441076,
240
- "count": 169365,
241
- "self": 42.299247637849476,
242
  "children": {
243
  "TorchPolicy.evaluate": {
244
- "total": 1084.1146657062582,
245
- "count": 321646,
246
- "self": 1084.1146657062582
247
  }
248
  }
249
  },
250
  "workers": {
251
- "total": 4.052975257834078,
252
- "count": 169365,
253
  "self": 0.0,
254
  "children": {
255
  "worker_root": {
256
- "total": 15669.14064112871,
257
- "count": 169365,
258
  "is_parallel": true,
259
- "self": 11836.751250998888,
260
  "children": {
261
  "run_training.setup": {
262
  "total": 0.0,
@@ -265,48 +265,48 @@
265
  "self": 0.0,
266
  "children": {
267
  "steps_from_proto": {
268
- "total": 0.01083512300010625,
269
  "count": 2,
270
  "is_parallel": true,
271
- "self": 0.00791093300040302,
272
  "children": {
273
  "_process_rank_one_or_two_observation": {
274
- "total": 0.0029241899997032306,
275
  "count": 8,
276
  "is_parallel": true,
277
- "self": 0.0029241899997032306
278
  }
279
  }
280
  },
281
  "UnityEnvironment.step": {
282
- "total": 0.08989827699997477,
283
  "count": 1,
284
  "is_parallel": true,
285
- "self": 0.005257814000287908,
286
  "children": {
287
  "UnityEnvironment._generate_step_input": {
288
- "total": 0.0010123850001946266,
289
  "count": 1,
290
  "is_parallel": true,
291
- "self": 0.0010123850001946266
292
  },
293
  "communicator.exchange": {
294
- "total": 0.07797426499973881,
295
  "count": 1,
296
  "is_parallel": true,
297
- "self": 0.07797426499973881
298
  },
299
  "steps_from_proto": {
300
- "total": 0.005653812999753427,
301
  "count": 2,
302
  "is_parallel": true,
303
- "self": 0.0020747359994857106,
304
  "children": {
305
  "_process_rank_one_or_two_observation": {
306
- "total": 0.0035790770002677164,
307
  "count": 8,
308
  "is_parallel": true,
309
- "self": 0.0035790770002677164
310
  }
311
  }
312
  }
@@ -314,53 +314,53 @@
314
  }
315
  }
316
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
317
  "UnityEnvironment.step": {
318
- "total": 3832.352160766818,
319
- "count": 169364,
320
  "is_parallel": true,
321
- "self": 241.834049590409,
322
  "children": {
323
  "UnityEnvironment._generate_step_input": {
324
- "total": 158.82163121937447,
325
- "count": 169364,
326
  "is_parallel": true,
327
- "self": 158.82163121937447
328
  },
329
  "communicator.exchange": {
330
- "total": 2695.9332507469935,
331
- "count": 169364,
332
  "is_parallel": true,
333
- "self": 2695.9332507469935
334
  },
335
  "steps_from_proto": {
336
- "total": 735.7632292100411,
337
- "count": 338728,
338
  "is_parallel": true,
339
- "self": 131.04928772659196,
340
  "children": {
341
  "_process_rank_one_or_two_observation": {
342
- "total": 604.7139414834492,
343
- "count": 1354912,
344
  "is_parallel": true,
345
- "self": 604.7139414834492
346
  }
347
  }
348
  }
349
  }
350
- },
351
- "steps_from_proto": {
352
- "total": 0.03722936300346191,
353
- "count": 24,
354
- "is_parallel": true,
355
- "self": 0.007276264011125022,
356
- "children": {
357
- "_process_rank_one_or_two_observation": {
358
- "total": 0.02995309899233689,
359
- "count": 96,
360
- "is_parallel": true,
361
- "self": 0.02995309899233689
362
- }
363
- }
364
  }
365
  }
366
  }
@@ -369,31 +369,31 @@
369
  }
370
  },
371
  "trainer_advance": {
372
- "total": 9892.237477817858,
373
- "count": 169365,
374
- "self": 54.15107218321464,
375
  "children": {
376
  "process_trajectory": {
377
- "total": 1238.577167207629,
378
- "count": 169365,
379
- "self": 1237.312116684633,
380
  "children": {
381
  "RLTrainer._checkpoint": {
382
- "total": 1.2650505229958071,
383
- "count": 5,
384
- "self": 1.2650505229958071
385
  }
386
  }
387
  },
388
  "_update_policy": {
389
- "total": 8599.509238427014,
390
- "count": 120,
391
- "self": 535.6147250259874,
392
  "children": {
393
  "TorchPOCAOptimizer.update": {
394
- "total": 8063.894513401026,
395
- "count": 3576,
396
- "self": 8063.894513401026
397
  }
398
  }
399
  }
@@ -402,19 +402,19 @@
402
  }
403
  },
404
  "trainer_threads": {
405
- "total": 1.5469995560124516e-06,
406
  "count": 1,
407
- "self": 1.5469995560124516e-06
408
  },
409
  "TrainerController._save_models": {
410
- "total": 0.31795132600018405,
411
  "count": 1,
412
- "self": 0.003679989000374917,
413
  "children": {
414
  "RLTrainer._checkpoint": {
415
- "total": 0.31427133699980914,
416
  "count": 1,
417
- "self": 0.31427133699980914
418
  }
419
  }
420
  }
 
2
  "name": "root",
3
  "gauges": {
4
  "SoccerTwos.Policy.Entropy.mean": {
5
+ "value": 2.2883284091949463,
6
+ "min": 2.2578766345977783,
7
+ "max": 2.370623826980591,
8
+ "count": 48
9
  },
10
  "SoccerTwos.Policy.Entropy.sum": {
11
+ "value": 46645.28515625,
12
+ "min": 4697.43896484375,
13
+ "max": 49031.5625,
14
+ "count": 48
15
  },
16
  "SoccerTwos.Environment.EpisodeLength.mean": {
17
+ "value": 45.21495327102804,
18
+ "min": 33.9,
19
+ "max": 56.47126436781609,
20
+ "count": 48
21
  },
22
  "SoccerTwos.Environment.EpisodeLength.sum": {
23
+ "value": 19352.0,
24
+ "min": 1356.0,
25
+ "max": 20012.0,
26
+ "count": 48
27
  },
28
  "SoccerTwos.Self-play.ELO.mean": {
29
+ "value": 1443.1159542453488,
30
+ "min": 1433.9323103201318,
31
+ "max": 1485.340514475233,
32
+ "count": 48
33
  },
34
  "SoccerTwos.Self-play.ELO.sum": {
35
+ "value": 308826.8142085046,
36
+ "min": 29073.577677292353,
37
+ "max": 360355.0107725008,
38
+ "count": 48
39
  },
40
  "SoccerTwos.Step.mean": {
41
+ "value": 2999965.0,
42
+ "min": 2529953.0,
43
+ "max": 2999965.0,
44
+ "count": 48
45
  },
46
  "SoccerTwos.Step.sum": {
47
+ "value": 2999965.0,
48
+ "min": 2529953.0,
49
+ "max": 2999965.0,
50
+ "count": 48
51
  },
52
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
53
+ "value": -0.07176772505044937,
54
+ "min": -0.14496664702892303,
55
+ "max": 0.09119022637605667,
56
+ "count": 48
57
  },
58
  "SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
59
+ "value": -15.358293533325195,
60
+ "min": -28.516891479492188,
61
+ "max": 20.791372299194336,
62
+ "count": 48
63
  },
64
  "SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
65
+ "value": -0.07692451030015945,
66
+ "min": -0.14932173490524292,
67
+ "max": 0.10056917369365692,
68
+ "count": 48
69
  },
70
  "SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
71
+ "value": -16.46184539794922,
72
+ "min": -29.037235260009766,
73
+ "max": 22.929771423339844,
74
+ "count": 48
75
  },
76
  "SoccerTwos.Environment.CumulativeReward.mean": {
77
  "value": 0.0,
78
  "min": 0.0,
79
  "max": 0.0,
80
+ "count": 48
81
  },
82
  "SoccerTwos.Environment.CumulativeReward.sum": {
83
  "value": 0.0,
84
  "min": 0.0,
85
  "max": 0.0,
86
+ "count": 48
87
  },
88
  "SoccerTwos.Policy.ExtrinsicReward.mean": {
89
+ "value": -0.11535233788401167,
90
+ "min": -0.4820842115502608,
91
+ "max": 0.1686799997375125,
92
+ "count": 48
93
  },
94
  "SoccerTwos.Policy.ExtrinsicReward.sum": {
95
+ "value": -24.685400307178497,
96
+ "min": -43.16159999370575,
97
+ "max": 35.422799944877625,
98
+ "count": 48
99
  },
100
  "SoccerTwos.Environment.GroupCumulativeReward.mean": {
101
+ "value": -0.11535233788401167,
102
+ "min": -0.4820842115502608,
103
+ "max": 0.1686799997375125,
104
+ "count": 48
105
  },
106
  "SoccerTwos.Environment.GroupCumulativeReward.sum": {
107
+ "value": -24.685400307178497,
108
+ "min": -43.16159999370575,
109
+ "max": 35.422799944877625,
110
+ "count": 48
111
  },
112
  "SoccerTwos.IsTraining.mean": {
113
  "value": 1.0,
114
  "min": 1.0,
115
  "max": 1.0,
116
+ "count": 48
117
  },
118
  "SoccerTwos.IsTraining.sum": {
119
  "value": 1.0,
120
  "min": 1.0,
121
  "max": 1.0,
122
+ "count": 48
123
  },
124
  "SoccerTwos.Losses.PolicyLoss.mean": {
125
+ "value": 0.01425742187226812,
126
+ "min": 0.012498459182097577,
127
+ "max": 0.022783190056604022,
128
+ "count": 22
129
  },
130
  "SoccerTwos.Losses.PolicyLoss.sum": {
131
+ "value": 0.01425742187226812,
132
+ "min": 0.012498459182097577,
133
+ "max": 0.022783190056604022,
134
+ "count": 22
135
  },
136
  "SoccerTwos.Losses.ValueLoss.mean": {
137
+ "value": 0.10696341718236606,
138
+ "min": 0.09243139326572418,
139
+ "max": 0.11185142124692599,
140
+ "count": 22
141
  },
142
  "SoccerTwos.Losses.ValueLoss.sum": {
143
+ "value": 0.10696341718236606,
144
+ "min": 0.09243139326572418,
145
+ "max": 0.11185142124692599,
146
+ "count": 22
147
  },
148
  "SoccerTwos.Losses.BaselineLoss.mean": {
149
+ "value": 0.10868611683448155,
150
+ "min": 0.09506866857409477,
151
+ "max": 0.11500879476467768,
152
+ "count": 22
153
  },
154
  "SoccerTwos.Losses.BaselineLoss.sum": {
155
+ "value": 0.10868611683448155,
156
+ "min": 0.09506866857409477,
157
+ "max": 0.11500879476467768,
158
+ "count": 22
159
  },
160
  "SoccerTwos.Policy.LearningRate.mean": {
161
  "value": 0.0003,
162
  "min": 0.0003,
163
  "max": 0.0003,
164
+ "count": 22
165
  },
166
  "SoccerTwos.Policy.LearningRate.sum": {
167
  "value": 0.0003,
168
  "min": 0.0003,
169
  "max": 0.0003,
170
+ "count": 22
171
  },
172
  "SoccerTwos.Policy.Epsilon.mean": {
173
  "value": 0.20000000000000007,
174
+ "min": 0.20000000000000007,
175
  "max": 0.20000000000000007,
176
+ "count": 22
177
  },
178
  "SoccerTwos.Policy.Epsilon.sum": {
179
  "value": 0.20000000000000007,
180
+ "min": 0.20000000000000007,
181
  "max": 0.20000000000000007,
182
+ "count": 22
183
  },
184
  "SoccerTwos.Policy.Beta.mean": {
185
  "value": 0.005000000000000001,
186
+ "min": 0.005000000000000001,
187
  "max": 0.005000000000000001,
188
+ "count": 22
189
  },
190
  "SoccerTwos.Policy.Beta.sum": {
191
  "value": 0.005000000000000001,
192
+ "min": 0.005000000000000001,
193
  "max": 0.005000000000000001,
194
+ "count": 22
195
  }
196
  },
197
  "metadata": {
198
  "timer_format_version": "0.1.0",
199
+ "start_time_seconds": "1734126925",
200
  "python_version": "3.10.12 (main, Nov 6 2024, 20:22:13) [GCC 11.4.0]",
201
+ "command_line_arguments": "/usr/local/bin/mlagents-learn ./train-soccer/SoccerTwos.yaml --env=train-soccer/SoccerTwos/SoccerTwos.x86_64 --run-id=SoccerTwosNew --no-graphics --resume",
202
  "mlagents_version": "1.2.0.dev0",
203
  "mlagents_envs_version": "1.2.0.dev0",
204
  "communication_protocol_version": "1.5.0",
205
  "pytorch_version": "2.5.1+cu121",
206
  "numpy_version": "1.23.5",
207
+ "end_time_seconds": "1734129880"
208
  },
209
+ "total": 2955.233237586999,
210
  "count": 1,
211
+ "self": 0.009656171998358332,
212
  "children": {
213
  "run_training.setup": {
214
+ "total": 0.09122801299963612,
215
  "count": 1,
216
+ "self": 0.09122801299963612
217
  },
218
  "TrainerController.start_learning": {
219
+ "total": 2955.132353402001,
220
  "count": 1,
221
+ "self": 1.471143686088908,
222
  "children": {
223
  "TrainerController._reset_env": {
224
+ "total": 3.6418618119969324,
225
+ "count": 4,
226
+ "self": 3.6418618119969324
227
  },
228
  "TrainerController.advance": {
229
+ "total": 2949.8338889549123,
230
+ "count": 33661,
231
+ "self": 1.4734311612919555,
232
  "children": {
233
  "env_step": {
234
+ "total": 1088.3189411101412,
235
+ "count": 33661,
236
+ "self": 885.4894377948949,
237
  "children": {
238
  "SubprocessEnvManager._take_step": {
239
+ "total": 202.01222601794143,
240
+ "count": 33661,
241
+ "self": 7.401013266095106,
242
  "children": {
243
  "TorchPolicy.evaluate": {
244
+ "total": 194.61121275184632,
245
+ "count": 59406,
246
+ "self": 194.61121275184632
247
  }
248
  }
249
  },
250
  "workers": {
251
+ "total": 0.8172772973048268,
252
+ "count": 33661,
253
  "self": 0.0,
254
  "children": {
255
  "worker_root": {
256
+ "total": 2946.748456279194,
257
+ "count": 33661,
258
  "is_parallel": true,
259
+ "self": 2214.231777096149,
260
  "children": {
261
  "run_training.setup": {
262
  "total": 0.0,
 
265
  "self": 0.0,
266
  "children": {
267
  "steps_from_proto": {
268
+ "total": 0.005093496998597402,
269
  "count": 2,
270
  "is_parallel": true,
271
+ "self": 0.0014661750028608367,
272
  "children": {
273
  "_process_rank_one_or_two_observation": {
274
+ "total": 0.0036273219957365654,
275
  "count": 8,
276
  "is_parallel": true,
277
+ "self": 0.0036273219957365654
278
  }
279
  }
280
  },
281
  "UnityEnvironment.step": {
282
+ "total": 0.05034801800138666,
283
  "count": 1,
284
  "is_parallel": true,
285
+ "self": 0.0018442389991832897,
286
  "children": {
287
  "UnityEnvironment._generate_step_input": {
288
+ "total": 0.0011039829987566918,
289
  "count": 1,
290
  "is_parallel": true,
291
+ "self": 0.0011039829987566918
292
  },
293
  "communicator.exchange": {
294
+ "total": 0.04308805600157939,
295
  "count": 1,
296
  "is_parallel": true,
297
+ "self": 0.04308805600157939
298
  },
299
  "steps_from_proto": {
300
+ "total": 0.0043117400018672924,
301
  "count": 2,
302
  "is_parallel": true,
303
+ "self": 0.0007883020043664146,
304
  "children": {
305
  "_process_rank_one_or_two_observation": {
306
+ "total": 0.003523437997500878,
307
  "count": 8,
308
  "is_parallel": true,
309
+ "self": 0.003523437997500878
310
  }
311
  }
312
  }
 
314
  }
315
  }
316
  },
317
+ "steps_from_proto": {
318
+ "total": 0.008853515999362571,
319
+ "count": 6,
320
+ "is_parallel": true,
321
+ "self": 0.0017533529935462866,
322
+ "children": {
323
+ "_process_rank_one_or_two_observation": {
324
+ "total": 0.007100163005816285,
325
+ "count": 24,
326
+ "is_parallel": true,
327
+ "self": 0.007100163005816285
328
+ }
329
+ }
330
+ },
331
  "UnityEnvironment.step": {
332
+ "total": 732.5078256670458,
333
+ "count": 33660,
334
  "is_parallel": true,
335
+ "self": 45.575933057818474,
336
  "children": {
337
  "UnityEnvironment._generate_step_input": {
338
+ "total": 29.554295166686643,
339
+ "count": 33660,
340
  "is_parallel": true,
341
+ "self": 29.554295166686643
342
  },
343
  "communicator.exchange": {
344
+ "total": 516.8730777226519,
345
+ "count": 33660,
346
  "is_parallel": true,
347
+ "self": 516.8730777226519
348
  },
349
  "steps_from_proto": {
350
+ "total": 140.50451971988878,
351
+ "count": 67320,
352
  "is_parallel": true,
353
+ "self": 25.433041058575327,
354
  "children": {
355
  "_process_rank_one_or_two_observation": {
356
+ "total": 115.07147866131345,
357
+ "count": 269280,
358
  "is_parallel": true,
359
+ "self": 115.07147866131345
360
  }
361
  }
362
  }
363
  }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
364
  }
365
  }
366
  }
 
369
  }
370
  },
371
  "trainer_advance": {
372
+ "total": 1860.0415166834791,
373
+ "count": 33661,
374
+ "self": 9.422440332229598,
375
  "children": {
376
  "process_trajectory": {
377
+ "total": 300.6208975172449,
378
+ "count": 33661,
379
+ "self": 300.20648151024216,
380
  "children": {
381
  "RLTrainer._checkpoint": {
382
+ "total": 0.4144160070027283,
383
+ "count": 1,
384
+ "self": 0.4144160070027283
385
  }
386
  }
387
  },
388
  "_update_policy": {
389
+ "total": 1549.9981788340046,
390
+ "count": 23,
391
+ "self": 93.86972147709457,
392
  "children": {
393
  "TorchPOCAOptimizer.update": {
394
+ "total": 1456.12845735691,
395
+ "count": 661,
396
+ "self": 1456.12845735691
397
  }
398
  }
399
  }
 
402
  }
403
  },
404
  "trainer_threads": {
405
+ "total": 1.4210017980076373e-06,
406
  "count": 1,
407
+ "self": 1.4210017980076373e-06
408
  },
409
  "TrainerController._save_models": {
410
+ "total": 0.18545752800127957,
411
  "count": 1,
412
+ "self": 0.0033703480003168806,
413
  "children": {
414
  "RLTrainer._checkpoint": {
415
+ "total": 0.1820871800009627,
416
  "count": 1,
417
+ "self": 0.1820871800009627
418
  }
419
  }
420
  }
run_logs/training_status.json CHANGED
@@ -1,24 +1,6 @@
1
  {
2
  "SoccerTwos": {
3
  "checkpoints": [
4
- {
5
- "steps": 999808,
6
- "file_path": "results/SoccerTwosNew/SoccerTwos/SoccerTwos-999808.onnx",
7
- "reward": 0.0,
8
- "creation_time": 1734114737.9273531,
9
- "auxillary_file_paths": [
10
- "results/SoccerTwosNew/SoccerTwos/SoccerTwos-999808.pt"
11
- ]
12
- },
13
- {
14
- "steps": 1499996,
15
- "file_path": "results/SoccerTwosNew/SoccerTwos/SoccerTwos-1499996.onnx",
16
- "reward": 0.0,
17
- "creation_time": 1734118066.22809,
18
- "auxillary_file_paths": [
19
- "results/SoccerTwosNew/SoccerTwos/SoccerTwos-1499996.pt"
20
- ]
21
- },
22
  {
23
  "steps": 1999982,
24
  "file_path": "results/SoccerTwosNew/SoccerTwos/SoccerTwos-1999982.onnx",
@@ -45,16 +27,34 @@
45
  "auxillary_file_paths": [
46
  "results/SoccerTwosNew/SoccerTwos/SoccerTwos-2529318.pt"
47
  ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
48
  }
49
  ],
50
- "elo": 1453.6788838646178,
51
  "final_checkpoint": {
52
- "steps": 2529318,
53
  "file_path": "results/SoccerTwosNew/SoccerTwos.onnx",
54
  "reward": null,
55
- "creation_time": 1734124988.2034752,
56
  "auxillary_file_paths": [
57
- "results/SoccerTwosNew/SoccerTwos/SoccerTwos-2529318.pt"
58
  ]
59
  }
60
  },
 
1
  {
2
  "SoccerTwos": {
3
  "checkpoints": [
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4
  {
5
  "steps": 1999982,
6
  "file_path": "results/SoccerTwosNew/SoccerTwos/SoccerTwos-1999982.onnx",
 
27
  "auxillary_file_paths": [
28
  "results/SoccerTwosNew/SoccerTwos/SoccerTwos-2529318.pt"
29
  ]
30
+ },
31
+ {
32
+ "steps": 2999965,
33
+ "file_path": "results/SoccerTwosNew/SoccerTwos/SoccerTwos-2999965.onnx",
34
+ "reward": 0.0,
35
+ "creation_time": 1734129869.3956919,
36
+ "auxillary_file_paths": [
37
+ "results/SoccerTwosNew/SoccerTwos/SoccerTwos-2999965.pt"
38
+ ]
39
+ },
40
+ {
41
+ "steps": 3002512,
42
+ "file_path": "results/SoccerTwosNew/SoccerTwos/SoccerTwos-3002512.onnx",
43
+ "reward": null,
44
+ "creation_time": 1734129880.4139702,
45
+ "auxillary_file_paths": [
46
+ "results/SoccerTwosNew/SoccerTwos/SoccerTwos-3002512.pt"
47
+ ]
48
  }
49
  ],
50
+ "elo": 1451.3570997809313,
51
  "final_checkpoint": {
52
+ "steps": 3002512,
53
  "file_path": "results/SoccerTwosNew/SoccerTwos.onnx",
54
  "reward": null,
55
+ "creation_time": 1734129880.4139702,
56
  "auxillary_file_paths": [
57
+ "results/SoccerTwosNew/SoccerTwos/SoccerTwos-3002512.pt"
58
  ]
59
  }
60
  },