candrews1971 commited on
Commit
1d4cb64
1 Parent(s): b4d6355
SoccerTwos.onnx CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:47179e5e0cb097f87f26d16c7b4979ef5e33ff143143ff89787b3c269489f279
3
- size 1766876
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f30624823837fb63fd456c54917bdde3df0ea7ea9bf62bc23c7c0d8d7021b986
3
+ size 4923443
SoccerTwos/SoccerTwos-48499936.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:adf87a6043e6b53ac22fb23794b19f5aabb8495c2509e4cfc128980078e194dd
3
+ size 4923443
SoccerTwos/SoccerTwos-48499936.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e2f1263e5c61e35bd378cc6f648be8a138c4b572de79da3f1222dfd10e11f484
3
+ size 47359218
SoccerTwos/SoccerTwos-48999892.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:833b1f19f4b758fe05611c68eeba006e2bb5fad40daf6083669e3b0d6f0b6d65
3
+ size 4923443
SoccerTwos/SoccerTwos-48999892.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7a18762438e5128559eefb20fffa42e4311094dc79c1b49512b39447839ad17c
3
+ size 47359218
SoccerTwos/SoccerTwos-49499978.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2ae4fb6699c3c282dab447b8b9c6a75b8cebb4a9c6bb38e67390cdfe0a1705a4
3
+ size 4923443
SoccerTwos/SoccerTwos-49499978.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8aa755b5f7910530544af8eb31c83fd4072b257a058940377b4a6ddd882d6568
3
+ size 47359218
SoccerTwos/SoccerTwos-49999990.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f30624823837fb63fd456c54917bdde3df0ea7ea9bf62bc23c7c0d8d7021b986
3
+ size 4923443
SoccerTwos/SoccerTwos-49999990.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:51092a44c87604c0f01d28b6b4b711da03e71c06fc8ec8fc61c9cc55a4747ce7
3
+ size 47359218
SoccerTwos/SoccerTwos-50000078.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f30624823837fb63fd456c54917bdde3df0ea7ea9bf62bc23c7c0d8d7021b986
3
+ size 4923443
SoccerTwos/SoccerTwos-50000078.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fec856173e50ddcc47bd3c322a65ac978ad3a5c43fadb2319393a231d208dcf1
3
+ size 47359218
SoccerTwos/checkpoint.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:97c728868c9074e560308863972c63d8d19512e8e08d7172bf5b3e709f8c0a30
3
- size 28431030
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:658d399d40da0e1a19f9781337e1a84137ab1db95ad318f23a058f2e1a3fd234
3
+ size 47357670
SoccerTwos/events.out.tfevents.1718202105.ChrisGaming.40599.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4724abd65bdeb685c542e136d71f23ddfa26f9fa2ca79df8c4f70f895c9aed6f
3
+ size 37981141
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": 50000000, "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": "./training-envs-executables/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}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "initialize_from": null, "load_model": false, "resume": true, "force": false, "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": 0.0007, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "learning_rate_schedule": "linear", "beta_schedule": "linear", "epsilon_schedule": "linear"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 512, "num_layers": 5, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.999, "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": 50000000, "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": "./training-envs-executables/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": 20.0, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "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
@@ -5,26 +5,26 @@ behaviors:
5
  hyperparameters:
6
  batch_size: 2048
7
  buffer_size: 20480
8
- learning_rate: 0.0003
9
  beta: 0.005
10
  epsilon: 0.2
11
  lambd: 0.95
12
  num_epoch: 3
13
- learning_rate_schedule: constant
14
- beta_schedule: constant
15
- epsilon_schedule: constant
16
  checkpoint_interval: 500000
17
  network_settings:
18
  normalize: false
19
  hidden_units: 512
20
- num_layers: 2
21
  vis_encode_type: simple
22
  memory: null
23
  goal_conditioning_type: hyper
24
  deterministic: false
25
  reward_signals:
26
  extrinsic:
27
- gamma: 0.99
28
  strength: 1.0
29
  network_settings:
30
  normalize: false
@@ -64,7 +64,7 @@ engine_settings:
64
  width: 84
65
  height: 84
66
  quality_level: 5
67
- time_scale: 20
68
  target_frame_rate: -1
69
  capture_frame_rate: 60
70
  no_graphics: true
 
5
  hyperparameters:
6
  batch_size: 2048
7
  buffer_size: 20480
8
+ learning_rate: 0.0007
9
  beta: 0.005
10
  epsilon: 0.2
11
  lambd: 0.95
12
  num_epoch: 3
13
+ learning_rate_schedule: linear
14
+ beta_schedule: linear
15
+ epsilon_schedule: linear
16
  checkpoint_interval: 500000
17
  network_settings:
18
  normalize: false
19
  hidden_units: 512
20
+ num_layers: 5
21
  vis_encode_type: simple
22
  memory: null
23
  goal_conditioning_type: hyper
24
  deterministic: false
25
  reward_signals:
26
  extrinsic:
27
+ gamma: 0.999
28
  strength: 1.0
29
  network_settings:
30
  normalize: false
 
64
  width: 84
65
  height: 84
66
  quality_level: 5
67
+ time_scale: 20.0
68
  target_frame_rate: -1
69
  capture_frame_rate: 60
70
  no_graphics: true
run_logs/Player-0.log CHANGED
@@ -11,7 +11,7 @@ NullGfxDevice:
11
  Renderer: Null Device
12
  Vendor: Unity Technologies
13
  Begin MonoManager ReloadAssembly
14
- - Completed reload, in 0.059 seconds
15
  ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
16
  ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
17
  ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
@@ -36,7 +36,7 @@ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/f
36
  WARNING: Shader Unsupported: 'Standard' - All subshaders removed
37
  WARNING: Shader Did you use #pragma only_renderers and omit this platform?
38
  WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
39
- UnloadTime: 0.547149 ms
40
  Registered Communicator in Agent.
41
  ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
42
  requesting resize 84 x 84
@@ -123,246 +123,13 @@ 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
  Unable to save timers to file
360
  Setting up 6 worker threads for Enlighten.
361
  Memory Statistics:
362
  [ALLOC_TEMP_TLS] TLS Allocator
363
  StackAllocators :
364
  [ALLOC_TEMP_MAIN]
365
- Peak usage frame count: [8.0 KB-16.0 KB]: 250532 frames, [2.0 MB-4.0 MB]: 1 frames
366
  Initial Block Size 4.0 MB
367
  Current Block Size 4.0 MB
368
  Peak Allocated Bytes 2.1 MB
@@ -425,7 +192,7 @@ Memory Statistics:
425
  [ALLOC_TEMP_Job.Worker 3]
426
  Initial Block Size 256.0 KB
427
  Current Block Size 256.0 KB
428
- Peak Allocated Bytes 0.7 KB
429
  Overflow Count 0
430
  [ALLOC_TEMP_Background Job.Worker 12]
431
  Initial Block Size 32.0 KB
@@ -490,7 +257,7 @@ Memory Statistics:
490
  [ALLOC_TEMP_Job.Worker 1]
491
  Initial Block Size 256.0 KB
492
  Current Block Size 256.0 KB
493
- Peak Allocated Bytes 0 B
494
  Overflow Count 0
495
  [ALLOC_TEMP_Job.Worker 2]
496
  Initial Block Size 256.0 KB
@@ -528,22 +295,22 @@ Memory Statistics:
528
  Peak Allocated Bytes 0 B
529
  Overflow Count 0
530
  [ALLOC_DEFAULT] Dual Thread Allocator
531
- Peak main deferred allocation count 6
532
  [ALLOC_BUCKET]
533
  Large Block size 4.0 MB
534
  Used Block count 1
535
  Peak Allocated bytes 1.0 MB
536
  [ALLOC_DEFAULT_MAIN]
537
- Peak usage frame count: [4.0 MB-8.0 MB]: 250533 frames
538
  Requested Block Size 16.0 MB
539
  Peak Block count 1
540
- Peak Allocated memory 4.9 MB
541
  Peak Large allocation bytes 0 B
542
  [ALLOC_DEFAULT_THREAD]
543
- Peak usage frame count: [16.0 MB-32.0 MB]: 250533 frames
544
  Requested Block Size 16.0 MB
545
  Peak Block count 1
546
- Peak Allocated memory 17.4 MB
547
  Peak Large allocation bytes 16.0 MB
548
  [ALLOC_TEMP_JOB_1_FRAME]
549
  Initial Block Size 2.0 MB
@@ -572,13 +339,13 @@ Memory Statistics:
572
  Used Block count 1
573
  Peak Allocated bytes 1.0 MB
574
  [ALLOC_GFX_MAIN]
575
- Peak usage frame count: [32.0 KB-64.0 KB]: 250532 frames, [64.0 KB-128.0 KB]: 1 frames
576
  Requested Block Size 16.0 MB
577
  Peak Block count 1
578
  Peak Allocated memory 65.6 KB
579
  Peak Large allocation bytes 0 B
580
  [ALLOC_GFX_THREAD]
581
- Peak usage frame count: [128.0 KB-256.0 KB]: 250533 frames
582
  Requested Block Size 16.0 MB
583
  Peak Block count 1
584
  Peak Allocated memory 173.5 KB
@@ -590,13 +357,13 @@ Memory Statistics:
590
  Used Block count 1
591
  Peak Allocated bytes 1.0 MB
592
  [ALLOC_CACHEOBJECTS_MAIN]
593
- Peak usage frame count: [0.5 MB-1.0 MB]: 250533 frames
594
  Requested Block Size 4.0 MB
595
  Peak Block count 1
596
  Peak Allocated memory 0.6 MB
597
  Peak Large allocation bytes 0 B
598
  [ALLOC_CACHEOBJECTS_THREAD]
599
- Peak usage frame count: [0.5 MB-1.0 MB]: 250532 frames, [4.0 MB-8.0 MB]: 1 frames
600
  Requested Block Size 4.0 MB
601
  Peak Block count 2
602
  Peak Allocated memory 4.5 MB
@@ -608,13 +375,13 @@ Memory Statistics:
608
  Used Block count 1
609
  Peak Allocated bytes 1.0 MB
610
  [ALLOC_TYPETREE_MAIN]
611
- Peak usage frame count: [0-1.0 KB]: 250533 frames
612
  Requested Block Size 2.0 MB
613
  Peak Block count 1
614
  Peak Allocated memory 1.0 KB
615
  Peak Large allocation bytes 0 B
616
  [ALLOC_TYPETREE_THREAD]
617
- Peak usage frame count: [1.0 KB-2.0 KB]: 250532 frames, [2.0 KB-4.0 KB]: 1 frames
618
  Requested Block Size 2.0 MB
619
  Peak Block count 1
620
  Peak Allocated memory 2.2 KB
 
11
  Renderer: Null Device
12
  Vendor: Unity Technologies
13
  Begin MonoManager ReloadAssembly
14
+ - Completed reload, in 0.105 seconds
15
  ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
16
  ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
17
  ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
 
36
  WARNING: Shader Unsupported: 'Standard' - All subshaders removed
37
  WARNING: Shader Did you use #pragma only_renderers and omit this platform?
38
  WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
39
+ UnloadTime: 0.826080 ms
40
  Registered Communicator in Agent.
41
  ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
42
  requesting resize 84 x 84
 
123
  TOO LONG
124
  TOO LONG
125
  TOO LONG
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
126
  Unable to save timers to file
127
  Setting up 6 worker threads for Enlighten.
128
  Memory Statistics:
129
  [ALLOC_TEMP_TLS] TLS Allocator
130
  StackAllocators :
131
  [ALLOC_TEMP_MAIN]
132
+ Peak usage frame count: [8.0 KB-16.0 KB]: 697305 frames, [2.0 MB-4.0 MB]: 1 frames
133
  Initial Block Size 4.0 MB
134
  Current Block Size 4.0 MB
135
  Peak Allocated Bytes 2.1 MB
 
192
  [ALLOC_TEMP_Job.Worker 3]
193
  Initial Block Size 256.0 KB
194
  Current Block Size 256.0 KB
195
+ Peak Allocated Bytes 0 B
196
  Overflow Count 0
197
  [ALLOC_TEMP_Background Job.Worker 12]
198
  Initial Block Size 32.0 KB
 
257
  [ALLOC_TEMP_Job.Worker 1]
258
  Initial Block Size 256.0 KB
259
  Current Block Size 256.0 KB
260
+ Peak Allocated Bytes 0.7 KB
261
  Overflow Count 0
262
  [ALLOC_TEMP_Job.Worker 2]
263
  Initial Block Size 256.0 KB
 
295
  Peak Allocated Bytes 0 B
296
  Overflow Count 0
297
  [ALLOC_DEFAULT] Dual Thread Allocator
298
+ Peak main deferred allocation count 4
299
  [ALLOC_BUCKET]
300
  Large Block size 4.0 MB
301
  Used Block count 1
302
  Peak Allocated bytes 1.0 MB
303
  [ALLOC_DEFAULT_MAIN]
304
+ Peak usage frame count: [4.0 MB-8.0 MB]: 697306 frames
305
  Requested Block Size 16.0 MB
306
  Peak Block count 1
307
+ Peak Allocated memory 4.7 MB
308
  Peak Large allocation bytes 0 B
309
  [ALLOC_DEFAULT_THREAD]
310
+ Peak usage frame count: [16.0 MB-32.0 MB]: 697306 frames
311
  Requested Block Size 16.0 MB
312
  Peak Block count 1
313
+ Peak Allocated memory 17.6 MB
314
  Peak Large allocation bytes 16.0 MB
315
  [ALLOC_TEMP_JOB_1_FRAME]
316
  Initial Block Size 2.0 MB
 
339
  Used Block count 1
340
  Peak Allocated bytes 1.0 MB
341
  [ALLOC_GFX_MAIN]
342
+ Peak usage frame count: [32.0 KB-64.0 KB]: 697305 frames, [64.0 KB-128.0 KB]: 1 frames
343
  Requested Block Size 16.0 MB
344
  Peak Block count 1
345
  Peak Allocated memory 65.6 KB
346
  Peak Large allocation bytes 0 B
347
  [ALLOC_GFX_THREAD]
348
+ Peak usage frame count: [128.0 KB-256.0 KB]: 697306 frames
349
  Requested Block Size 16.0 MB
350
  Peak Block count 1
351
  Peak Allocated memory 173.5 KB
 
357
  Used Block count 1
358
  Peak Allocated bytes 1.0 MB
359
  [ALLOC_CACHEOBJECTS_MAIN]
360
+ Peak usage frame count: [0.5 MB-1.0 MB]: 697306 frames
361
  Requested Block Size 4.0 MB
362
  Peak Block count 1
363
  Peak Allocated memory 0.6 MB
364
  Peak Large allocation bytes 0 B
365
  [ALLOC_CACHEOBJECTS_THREAD]
366
+ Peak usage frame count: [0.5 MB-1.0 MB]: 697305 frames, [4.0 MB-8.0 MB]: 1 frames
367
  Requested Block Size 4.0 MB
368
  Peak Block count 2
369
  Peak Allocated memory 4.5 MB
 
375
  Used Block count 1
376
  Peak Allocated bytes 1.0 MB
377
  [ALLOC_TYPETREE_MAIN]
378
+ Peak usage frame count: [0-1.0 KB]: 697306 frames
379
  Requested Block Size 2.0 MB
380
  Peak Block count 1
381
  Peak Allocated memory 1.0 KB
382
  Peak Large allocation bytes 0 B
383
  [ALLOC_TYPETREE_THREAD]
384
+ Peak usage frame count: [1.0 KB-2.0 KB]: 697305 frames, [2.0 KB-4.0 KB]: 1 frames
385
  Requested Block Size 2.0 MB
386
  Peak Block count 1
387
  Peak Allocated memory 2.2 KB
run_logs/timers.json CHANGED
@@ -1,45 +1,420 @@
1
  {
2
  "name": "root",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3
  "metadata": {
4
  "timer_format_version": "0.1.0",
5
- "start_time_seconds": "1718136149",
6
  "python_version": "3.10.12 (main, Jul 5 2023, 18:54:27) [GCC 11.2.0]",
7
- "command_line_arguments": "/home/candrews/anaconda3/envs/rl/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos/SoccerTwos.x86_64 --run-id=SoccerTwos --no-graphics --resume",
8
  "mlagents_version": "1.0.0",
9
  "mlagents_envs_version": "1.0.0",
10
  "communication_protocol_version": "1.5.0",
11
  "pytorch_version": "2.3.1+cu121",
12
  "numpy_version": "1.21.2",
13
- "end_time_seconds": "1718136151"
14
  },
15
- "total": 2.258103844942525,
16
  "count": 1,
17
- "self": 0.32104032998904586,
18
  "children": {
19
  "run_training.setup": {
20
- "total": 0.015026960987597704,
21
  "count": 1,
22
- "self": 0.015026960987597704
23
  },
24
  "TrainerController.start_learning": {
25
- "total": 1.9220365539658815,
26
  "count": 1,
27
- "self": 9.132991544902325e-05,
28
  "children": {
29
  "TrainerController._reset_env": {
30
- "total": 1.6697310780873522,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
31
  "count": 1,
32
- "self": 1.6697310780873522
33
  },
34
  "TrainerController._save_models": {
35
- "total": 0.2522141459630802,
36
  "count": 1,
37
- "self": 0.0020112779457122087,
38
  "children": {
39
  "RLTrainer._checkpoint": {
40
- "total": 0.250202868017368,
41
  "count": 1,
42
- "self": 0.250202868017368
43
  }
44
  }
45
  }
 
1
  {
2
  "name": "root",
3
+ "gauges": {
4
+ "SoccerTwos.Policy.Entropy.mean": {
5
+ "value": 0.9085261225700378,
6
+ "min": 0.900277316570282,
7
+ "max": 3.29008150100708,
8
+ "count": 3700
9
+ },
10
+ "SoccerTwos.Policy.Entropy.sum": {
11
+ "value": 17501.84765625,
12
+ "min": 14925.09375,
13
+ "max": 105282.609375,
14
+ "count": 3700
15
+ },
16
+ "SoccerTwos.Environment.EpisodeLength.mean": {
17
+ "value": 72.75,
18
+ "min": 50.422680412371136,
19
+ "max": 999.0,
20
+ "count": 3700
21
+ },
22
+ "SoccerTwos.Environment.EpisodeLength.sum": {
23
+ "value": 19788.0,
24
+ "min": 7992.0,
25
+ "max": 31936.0,
26
+ "count": 3700
27
+ },
28
+ "SoccerTwos.IsTraining.mean": {
29
+ "value": 1.0,
30
+ "min": 1.0,
31
+ "max": 1.0,
32
+ "count": 3701
33
+ },
34
+ "SoccerTwos.IsTraining.sum": {
35
+ "value": 1.0,
36
+ "min": 1.0,
37
+ "max": 1.0,
38
+ "count": 3701
39
+ },
40
+ "SoccerTwos.Step.mean": {
41
+ "value": 49999990.0,
42
+ "min": 13009988.0,
43
+ "max": 49999990.0,
44
+ "count": 3700
45
+ },
46
+ "SoccerTwos.Step.sum": {
47
+ "value": 49999990.0,
48
+ "min": 13009988.0,
49
+ "max": 49999990.0,
50
+ "count": 3700
51
+ },
52
+ "SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
53
+ "value": -0.020666854456067085,
54
+ "min": -0.18262770771980286,
55
+ "max": 0.3022185266017914,
56
+ "count": 3700
57
+ },
58
+ "SoccerTwos.Policy.ExtrinsicBaselineEstimate.sum": {
59
+ "value": -2.810692310333252,
60
+ "min": -23.04550552368164,
61
+ "max": 30.200801849365234,
62
+ "count": 3700
63
+ },
64
+ "SoccerTwos.Policy.ExtrinsicValueEstimate.mean": {
65
+ "value": -0.020067332312464714,
66
+ "min": -0.18312671780586243,
67
+ "max": 0.30087995529174805,
68
+ "count": 3700
69
+ },
70
+ "SoccerTwos.Policy.ExtrinsicValueEstimate.sum": {
71
+ "value": -2.7291572093963623,
72
+ "min": -22.754257202148438,
73
+ "max": 30.499494552612305,
74
+ "count": 3700
75
+ },
76
+ "SoccerTwos.Environment.CumulativeReward.mean": {
77
+ "value": 0.0,
78
+ "min": 0.0,
79
+ "max": 0.0,
80
+ "count": 3700
81
+ },
82
+ "SoccerTwos.Environment.CumulativeReward.sum": {
83
+ "value": 0.0,
84
+ "min": 0.0,
85
+ "max": 0.0,
86
+ "count": 3700
87
+ },
88
+ "SoccerTwos.Policy.ExtrinsicReward.mean": {
89
+ "value": -0.12077352842863869,
90
+ "min": -0.4557133336861928,
91
+ "max": 0.5597831369882607,
92
+ "count": 3700
93
+ },
94
+ "SoccerTwos.Policy.ExtrinsicReward.sum": {
95
+ "value": -16.42519986629486,
96
+ "min": -54.68560004234314,
97
+ "max": 46.9363996386528,
98
+ "count": 3700
99
+ },
100
+ "SoccerTwos.Environment.GroupCumulativeReward.mean": {
101
+ "value": -0.12077352842863869,
102
+ "min": -0.4557133336861928,
103
+ "max": 0.5597831369882607,
104
+ "count": 3700
105
+ },
106
+ "SoccerTwos.Environment.GroupCumulativeReward.sum": {
107
+ "value": -16.42519986629486,
108
+ "min": -54.68560004234314,
109
+ "max": 46.9363996386528,
110
+ "count": 3700
111
+ },
112
+ "SoccerTwos.Self-play.ELO.mean": {
113
+ "value": 1762.2704252584133,
114
+ "min": 1199.9971506578554,
115
+ "max": 1807.2337574364283,
116
+ "count": 3697
117
+ },
118
+ "SoccerTwos.Self-play.ELO.sum": {
119
+ "value": 239668.7778351442,
120
+ "min": 2403.487199768784,
121
+ "max": 345797.03797725256,
122
+ "count": 3697
123
+ },
124
+ "SoccerTwos.Losses.PolicyLoss.mean": {
125
+ "value": 0.015397342308036362,
126
+ "min": 0.011067466323099021,
127
+ "max": 0.03322836385729412,
128
+ "count": 1793
129
+ },
130
+ "SoccerTwos.Losses.PolicyLoss.sum": {
131
+ "value": 0.015397342308036362,
132
+ "min": 0.011067466323099021,
133
+ "max": 0.03322836385729412,
134
+ "count": 1793
135
+ },
136
+ "SoccerTwos.Losses.ValueLoss.mean": {
137
+ "value": 0.12179502000411352,
138
+ "min": 0.0008780070677554856,
139
+ "max": 0.1353025034070015,
140
+ "count": 1793
141
+ },
142
+ "SoccerTwos.Losses.ValueLoss.sum": {
143
+ "value": 0.12179502000411352,
144
+ "min": 0.0008780070677554856,
145
+ "max": 0.1353025034070015,
146
+ "count": 1793
147
+ },
148
+ "SoccerTwos.Losses.BaselineLoss.mean": {
149
+ "value": 0.12190080806612968,
150
+ "min": 0.0010242766661879917,
151
+ "max": 0.13573680569728216,
152
+ "count": 1793
153
+ },
154
+ "SoccerTwos.Losses.BaselineLoss.sum": {
155
+ "value": 0.12190080806612968,
156
+ "min": 0.0010242766661879917,
157
+ "max": 0.13573680569728216,
158
+ "count": 1793
159
+ },
160
+ "SoccerTwos.Policy.LearningRate.mean": {
161
+ "value": 7.555998921999384e-08,
162
+ "min": 7.555998921999384e-08,
163
+ "max": 0.0005176344860522198,
164
+ "count": 1793
165
+ },
166
+ "SoccerTwos.Policy.LearningRate.sum": {
167
+ "value": 7.555998921999384e-08,
168
+ "min": 7.555998921999384e-08,
169
+ "max": 0.0005176344860522198,
170
+ "count": 1793
171
+ },
172
+ "SoccerTwos.Policy.Epsilon.mean": {
173
+ "value": 0.10001077999999998,
174
+ "min": 0.10001077999999998,
175
+ "max": 0.17394777999999997,
176
+ "count": 1793
177
+ },
178
+ "SoccerTwos.Policy.Epsilon.sum": {
179
+ "value": 0.10001077999999998,
180
+ "min": 0.10001077999999998,
181
+ "max": 0.17394777999999997,
182
+ "count": 1793
183
+ },
184
+ "SoccerTwos.Policy.Beta.mean": {
185
+ "value": 1.053792199999996e-05,
186
+ "min": 1.053792199999996e-05,
187
+ "max": 0.0036999942220000016,
188
+ "count": 1793
189
+ },
190
+ "SoccerTwos.Policy.Beta.sum": {
191
+ "value": 1.053792199999996e-05,
192
+ "min": 1.053792199999996e-05,
193
+ "max": 0.0036999942220000016,
194
+ "count": 1793
195
+ }
196
+ },
197
  "metadata": {
198
  "timer_format_version": "0.1.0",
199
+ "start_time_seconds": "1718202104",
200
  "python_version": "3.10.12 (main, Jul 5 2023, 18:54:27) [GCC 11.2.0]",
201
+ "command_line_arguments": "/home/candrews/anaconda3/envs/rl/bin/mlagents-learn results/SoccerTwos/configuration.yaml --run-id=SoccerTwos --resume",
202
  "mlagents_version": "1.0.0",
203
  "mlagents_envs_version": "1.0.0",
204
  "communication_protocol_version": "1.5.0",
205
  "pytorch_version": "2.3.1+cu121",
206
  "numpy_version": "1.21.2",
207
+ "end_time_seconds": "1718291544"
208
  },
209
+ "total": 89439.655143559,
210
  "count": 1,
211
+ "self": 0.12202233797870576,
212
  "children": {
213
  "run_training.setup": {
214
+ "total": 0.016299434000757174,
215
  "count": 1,
216
+ "self": 0.016299434000757174
217
  },
218
  "TrainerController.start_learning": {
219
+ "total": 89439.51682178701,
220
  "count": 1,
221
+ "self": 48.225265316374134,
222
  "children": {
223
  "TrainerController._reset_env": {
224
+ "total": 5.392195741071191,
225
+ "count": 186,
226
+ "self": 5.392195741071191
227
+ },
228
+ "TrainerController.advance": {
229
+ "total": 89385.65861405357,
230
+ "count": 2504281,
231
+ "self": 43.67091076684301,
232
+ "children": {
233
+ "env_step": {
234
+ "total": 72551.5218888928,
235
+ "count": 2504281,
236
+ "self": 48862.6198433862,
237
+ "children": {
238
+ "SubprocessEnvManager._take_step": {
239
+ "total": 23658.219093947908,
240
+ "count": 2504281,
241
+ "self": 324.338922350933,
242
+ "children": {
243
+ "TorchPolicy.evaluate": {
244
+ "total": 23333.880171596975,
245
+ "count": 4648782,
246
+ "self": 23333.880171596975
247
+ }
248
+ }
249
+ },
250
+ "workers": {
251
+ "total": 30.682951558695095,
252
+ "count": 2504281,
253
+ "self": 0.0,
254
+ "children": {
255
+ "worker_root": {
256
+ "total": 89322.32348160779,
257
+ "count": 2504281,
258
+ "is_parallel": true,
259
+ "self": 45938.6905439756,
260
+ "children": {
261
+ "run_training.setup": {
262
+ "total": 0.0,
263
+ "count": 0,
264
+ "is_parallel": true,
265
+ "self": 0.0,
266
+ "children": {
267
+ "steps_from_proto": {
268
+ "total": 0.002996798999447492,
269
+ "count": 2,
270
+ "is_parallel": true,
271
+ "self": 0.0012141010010964237,
272
+ "children": {
273
+ "_process_rank_one_or_two_observation": {
274
+ "total": 0.0017826979983510682,
275
+ "count": 8,
276
+ "is_parallel": true,
277
+ "self": 0.0017826979983510682
278
+ }
279
+ }
280
+ },
281
+ "UnityEnvironment.step": {
282
+ "total": 0.03301058000033663,
283
+ "count": 1,
284
+ "is_parallel": true,
285
+ "self": 0.0005553990004045772,
286
+ "children": {
287
+ "UnityEnvironment._generate_step_input": {
288
+ "total": 0.00037568999960058136,
289
+ "count": 1,
290
+ "is_parallel": true,
291
+ "self": 0.00037568999960058136
292
+ },
293
+ "communicator.exchange": {
294
+ "total": 0.030290142000012565,
295
+ "count": 1,
296
+ "is_parallel": true,
297
+ "self": 0.030290142000012565
298
+ },
299
+ "steps_from_proto": {
300
+ "total": 0.0017893490003189072,
301
+ "count": 2,
302
+ "is_parallel": true,
303
+ "self": 0.00037193900061538443,
304
+ "children": {
305
+ "_process_rank_one_or_two_observation": {
306
+ "total": 0.0014174099997035228,
307
+ "count": 8,
308
+ "is_parallel": true,
309
+ "self": 0.0014174099997035228
310
+ }
311
+ }
312
+ }
313
+ }
314
+ }
315
+ }
316
+ },
317
+ "steps_from_proto": {
318
+ "total": 0.3447280409091036,
319
+ "count": 370,
320
+ "is_parallel": true,
321
+ "self": 0.06514130008235952,
322
+ "children": {
323
+ "_process_rank_one_or_two_observation": {
324
+ "total": 0.27958674082674406,
325
+ "count": 1480,
326
+ "is_parallel": true,
327
+ "self": 0.27958674082674406
328
+ }
329
+ }
330
+ },
331
+ "UnityEnvironment.step": {
332
+ "total": 43383.28820959128,
333
+ "count": 2504280,
334
+ "is_parallel": true,
335
+ "self": 1448.4682002114132,
336
+ "children": {
337
+ "UnityEnvironment._generate_step_input": {
338
+ "total": 932.0408725699708,
339
+ "count": 2504280,
340
+ "is_parallel": true,
341
+ "self": 932.0408725699708
342
+ },
343
+ "communicator.exchange": {
344
+ "total": 36480.94365370879,
345
+ "count": 2504280,
346
+ "is_parallel": true,
347
+ "self": 36480.94365370879
348
+ },
349
+ "steps_from_proto": {
350
+ "total": 4521.83548310111,
351
+ "count": 5008560,
352
+ "is_parallel": true,
353
+ "self": 864.9375246691716,
354
+ "children": {
355
+ "_process_rank_one_or_two_observation": {
356
+ "total": 3656.8979584319386,
357
+ "count": 20034240,
358
+ "is_parallel": true,
359
+ "self": 3656.8979584319386
360
+ }
361
+ }
362
+ }
363
+ }
364
+ }
365
+ }
366
+ }
367
+ }
368
+ }
369
+ }
370
+ },
371
+ "trainer_advance": {
372
+ "total": 16790.465814393916,
373
+ "count": 2504281,
374
+ "self": 389.440108310886,
375
+ "children": {
376
+ "process_trajectory": {
377
+ "total": 8186.032770570991,
378
+ "count": 2504281,
379
+ "self": 8163.696337590989,
380
+ "children": {
381
+ "RLTrainer._checkpoint": {
382
+ "total": 22.33643298000152,
383
+ "count": 75,
384
+ "self": 22.33643298000152
385
+ }
386
+ }
387
+ },
388
+ "_update_policy": {
389
+ "total": 8214.99293551204,
390
+ "count": 1793,
391
+ "self": 5104.453318782099,
392
+ "children": {
393
+ "TorchPOCAOptimizer.update": {
394
+ "total": 3110.5396167299414,
395
+ "count": 53796,
396
+ "self": 3110.5396167299414
397
+ }
398
+ }
399
+ }
400
+ }
401
+ }
402
+ }
403
+ },
404
+ "trainer_threads": {
405
+ "total": 7.199996616691351e-07,
406
  "count": 1,
407
+ "self": 7.199996616691351e-07
408
  },
409
  "TrainerController._save_models": {
410
+ "total": 0.24074595600541215,
411
  "count": 1,
412
+ "self": 0.0033287870028289035,
413
  "children": {
414
  "RLTrainer._checkpoint": {
415
+ "total": 0.23741716900258325,
416
  "count": 1,
417
+ "self": 0.23741716900258325
418
  }
419
  }
420
  }
run_logs/training_status.json CHANGED
@@ -5,25 +5,61 @@
5
  "torch_version": "2.3.1+cu121"
6
  },
7
  "SoccerTwos": {
8
- "elo": 1200.0,
9
  "checkpoints": [
10
  {
11
- "steps": 0,
12
- "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-0.onnx",
13
- "reward": null,
14
- "creation_time": 1718136151.2420082,
15
  "auxillary_file_paths": [
16
- "results/SoccerTwos/SoccerTwos/SoccerTwos-0.pt"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
17
  ]
18
  }
19
  ],
20
  "final_checkpoint": {
21
- "steps": 0,
22
  "file_path": "results/SoccerTwos/SoccerTwos.onnx",
23
- "reward": null,
24
- "creation_time": 1718136151.2420082,
25
  "auxillary_file_paths": [
26
- "results/SoccerTwos/SoccerTwos/SoccerTwos-0.pt"
27
  ]
28
  }
29
  }
 
5
  "torch_version": "2.3.1+cu121"
6
  },
7
  "SoccerTwos": {
8
+ "elo": 1761.3689357893911,
9
  "checkpoints": [
10
  {
11
+ "steps": 48499936,
12
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-48499936.onnx",
13
+ "reward": 0.0,
14
+ "creation_time": 1718287655.6918242,
15
  "auxillary_file_paths": [
16
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-48499936.pt"
17
+ ]
18
+ },
19
+ {
20
+ "steps": 48999892,
21
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-48999892.onnx",
22
+ "reward": 0.0,
23
+ "creation_time": 1718288975.5447898,
24
+ "auxillary_file_paths": [
25
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-48999892.pt"
26
+ ]
27
+ },
28
+ {
29
+ "steps": 49499978,
30
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-49499978.onnx",
31
+ "reward": 0.0,
32
+ "creation_time": 1718290272.0595374,
33
+ "auxillary_file_paths": [
34
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-49499978.pt"
35
+ ]
36
+ },
37
+ {
38
+ "steps": 49999990,
39
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-49999990.onnx",
40
+ "reward": 0.0,
41
+ "creation_time": 1718291543.8320973,
42
+ "auxillary_file_paths": [
43
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-49999990.pt"
44
+ ]
45
+ },
46
+ {
47
+ "steps": 50000078,
48
+ "file_path": "results/SoccerTwos/SoccerTwos/SoccerTwos-50000078.onnx",
49
+ "reward": 0.0,
50
+ "creation_time": 1718291544.0835767,
51
+ "auxillary_file_paths": [
52
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-50000078.pt"
53
  ]
54
  }
55
  ],
56
  "final_checkpoint": {
57
+ "steps": 50000078,
58
  "file_path": "results/SoccerTwos/SoccerTwos.onnx",
59
+ "reward": 0.0,
60
+ "creation_time": 1718291544.0835767,
61
  "auxillary_file_paths": [
62
+ "results/SoccerTwos/SoccerTwos/SoccerTwos-50000078.pt"
63
  ]
64
  }
65
  }