File size: 41,447 Bytes
3824c40
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
[2023-02-22 21:39:18,790][44343] Using GPUs [0] for process 0 (actually maps to GPUs [0])
[2023-02-22 21:39:18,795][44343] Set environment var CUDA_VISIBLE_DEVICES to '0' (GPU indices [0]) for learning process 0
[2023-02-22 21:39:18,877][44343] Num visible devices: 1
[2023-02-22 21:39:18,911][44343] Starting seed is not provided
[2023-02-22 21:39:18,911][44343] Using GPUs [0] for process 0 (actually maps to GPUs [0])
[2023-02-22 21:39:18,911][44343] Initializing actor-critic model on device cuda:0
[2023-02-22 21:39:18,912][44343] RunningMeanStd input shape: (3, 72, 128)
[2023-02-22 21:39:18,916][44343] RunningMeanStd input shape: (1,)
[2023-02-22 21:39:18,966][44343] ConvEncoder: input_channels=3
[2023-02-22 21:39:19,495][44358] Worker 0 uses CPU cores [0]
[2023-02-22 21:39:19,655][44357] Using GPUs [0] for process 0 (actually maps to GPUs [0])
[2023-02-22 21:39:19,661][44357] Set environment var CUDA_VISIBLE_DEVICES to '0' (GPU indices [0]) for inference process 0
[2023-02-22 21:39:19,700][44357] Num visible devices: 1
[2023-02-22 21:39:19,810][44359] Worker 1 uses CPU cores [1]
[2023-02-22 21:39:19,950][44343] Conv encoder output size: 512
[2023-02-22 21:39:19,950][44343] Policy head output size: 512
[2023-02-22 21:39:20,035][44343] Created Actor Critic model with architecture:
[2023-02-22 21:39:20,035][44343] ActorCriticSharedWeights(
  (obs_normalizer): ObservationNormalizer(
    (running_mean_std): RunningMeanStdDictInPlace(
      (running_mean_std): ModuleDict(
        (obs): RunningMeanStdInPlace()
      )
    )
  )
  (returns_normalizer): RecursiveScriptModule(original_name=RunningMeanStdInPlace)
  (encoder): VizdoomEncoder(
    (basic_encoder): ConvEncoder(
      (enc): RecursiveScriptModule(
        original_name=ConvEncoderImpl
        (conv_head): RecursiveScriptModule(
          original_name=Sequential
          (0): RecursiveScriptModule(original_name=Conv2d)
          (1): RecursiveScriptModule(original_name=ELU)
          (2): RecursiveScriptModule(original_name=Conv2d)
          (3): RecursiveScriptModule(original_name=ELU)
          (4): RecursiveScriptModule(original_name=Conv2d)
          (5): RecursiveScriptModule(original_name=ELU)
        )
        (mlp_layers): RecursiveScriptModule(
          original_name=Sequential
          (0): RecursiveScriptModule(original_name=Linear)
          (1): RecursiveScriptModule(original_name=ELU)
        )
      )
    )
  )
  (core): ModelCoreRNN(
    (core): GRU(512, 512)
  )
  (decoder): MlpDecoder(
    (mlp): Identity()
  )
  (critic_linear): Linear(in_features=512, out_features=1, bias=True)
  (action_parameterization): ActionParameterizationDefault(
    (distribution_linear): Linear(in_features=512, out_features=11, bias=True)
  )
)
[2023-02-22 21:39:20,560][44362] Worker 2 uses CPU cores [0]
[2023-02-22 21:39:20,816][44380] Worker 6 uses CPU cores [0]
[2023-02-22 21:39:20,864][44365] Worker 3 uses CPU cores [1]
[2023-02-22 21:39:21,072][44370] Worker 5 uses CPU cores [1]
[2023-02-22 21:39:21,112][44372] Worker 4 uses CPU cores [0]
[2023-02-22 21:39:21,139][44374] Worker 7 uses CPU cores [1]
[2023-02-22 21:39:27,142][44343] Using optimizer <class 'torch.optim.adam.Adam'>
[2023-02-22 21:39:27,144][44343] No checkpoints found
[2023-02-22 21:39:27,144][44343] Did not load from checkpoint, starting from scratch!
[2023-02-22 21:39:27,144][44343] Initialized policy 0 weights for model version 0
[2023-02-22 21:39:27,147][44343] Using GPUs [0] for process 0 (actually maps to GPUs [0])
[2023-02-22 21:39:27,154][44343] LearnerWorker_p0 finished initialization!
[2023-02-22 21:39:27,360][44357] RunningMeanStd input shape: (3, 72, 128)
[2023-02-22 21:39:27,361][44357] RunningMeanStd input shape: (1,)
[2023-02-22 21:39:27,373][44357] ConvEncoder: input_channels=3
[2023-02-22 21:39:27,471][44357] Conv encoder output size: 512
[2023-02-22 21:39:27,472][44357] Policy head output size: 512
[2023-02-22 21:39:30,323][44365] Doom resolution: 160x120, resize resolution: (128, 72)
[2023-02-22 21:39:30,344][44370] Doom resolution: 160x120, resize resolution: (128, 72)
[2023-02-22 21:39:30,348][44359] Doom resolution: 160x120, resize resolution: (128, 72)
[2023-02-22 21:39:30,354][44374] Doom resolution: 160x120, resize resolution: (128, 72)
[2023-02-22 21:39:30,502][44372] Doom resolution: 160x120, resize resolution: (128, 72)
[2023-02-22 21:39:30,507][44380] Doom resolution: 160x120, resize resolution: (128, 72)
[2023-02-22 21:39:30,535][44362] Doom resolution: 160x120, resize resolution: (128, 72)
[2023-02-22 21:39:30,603][44358] Doom resolution: 160x120, resize resolution: (128, 72)
[2023-02-22 21:39:32,430][44374] Decorrelating experience for 0 frames...
[2023-02-22 21:39:32,432][44370] Decorrelating experience for 0 frames...
[2023-02-22 21:39:32,434][44365] Decorrelating experience for 0 frames...
[2023-02-22 21:39:32,434][44359] Decorrelating experience for 0 frames...
[2023-02-22 21:39:32,682][44372] Decorrelating experience for 0 frames...
[2023-02-22 21:39:32,687][44380] Decorrelating experience for 0 frames...
[2023-02-22 21:39:32,693][44362] Decorrelating experience for 0 frames...
[2023-02-22 21:39:32,710][44358] Decorrelating experience for 0 frames...
[2023-02-22 21:39:34,060][44365] Decorrelating experience for 32 frames...
[2023-02-22 21:39:34,061][44359] Decorrelating experience for 32 frames...
[2023-02-22 21:39:34,055][44374] Decorrelating experience for 32 frames...
[2023-02-22 21:39:34,351][44370] Decorrelating experience for 32 frames...
[2023-02-22 21:39:34,371][44372] Decorrelating experience for 32 frames...
[2023-02-22 21:39:34,444][44358] Decorrelating experience for 32 frames...
[2023-02-22 21:39:34,503][44362] Decorrelating experience for 32 frames...
[2023-02-22 21:39:35,178][44380] Decorrelating experience for 32 frames...
[2023-02-22 21:39:35,471][44358] Decorrelating experience for 64 frames...
[2023-02-22 21:39:35,815][44380] Decorrelating experience for 64 frames...
[2023-02-22 21:39:35,825][44365] Decorrelating experience for 64 frames...
[2023-02-22 21:39:35,879][44359] Decorrelating experience for 64 frames...
[2023-02-22 21:39:35,882][44374] Decorrelating experience for 64 frames...
[2023-02-22 21:39:36,094][44370] Decorrelating experience for 64 frames...
[2023-02-22 21:39:36,872][44380] Decorrelating experience for 96 frames...
[2023-02-22 21:39:36,885][44358] Decorrelating experience for 96 frames...
[2023-02-22 21:39:37,033][44372] Decorrelating experience for 64 frames...
[2023-02-22 21:39:37,168][44365] Decorrelating experience for 96 frames...
[2023-02-22 21:39:37,251][44359] Decorrelating experience for 96 frames...
[2023-02-22 21:39:37,288][44374] Decorrelating experience for 96 frames...
[2023-02-22 21:39:37,810][44362] Decorrelating experience for 64 frames...
[2023-02-22 21:39:38,106][44372] Decorrelating experience for 96 frames...
[2023-02-22 21:39:38,408][44370] Decorrelating experience for 96 frames...
[2023-02-22 21:39:38,514][44362] Decorrelating experience for 96 frames...
[2023-02-22 21:39:42,397][44343] Signal inference workers to stop experience collection...
[2023-02-22 21:39:42,420][44357] InferenceWorker_p0-w0: stopping experience collection
[2023-02-22 21:39:45,642][44343] Signal inference workers to resume experience collection...
[2023-02-22 21:39:45,646][44357] InferenceWorker_p0-w0: resuming experience collection
[2023-02-22 21:39:58,407][44357] Updated weights for policy 0, policy_version 10 (0.0583)
[2023-02-22 21:40:10,911][44357] Updated weights for policy 0, policy_version 20 (0.0022)
[2023-02-22 21:40:20,180][44343] Saving new best policy, reward=1.570!
[2023-02-22 21:40:22,503][44357] Updated weights for policy 0, policy_version 30 (0.0027)
[2023-02-22 21:40:25,197][44343] Saving new best policy, reward=1.799!
[2023-02-22 21:40:30,180][44343] Saving new best policy, reward=2.195!
[2023-02-22 21:40:35,188][44343] Saving new best policy, reward=2.481!
[2023-02-22 21:40:36,833][44357] Updated weights for policy 0, policy_version 40 (0.0012)
[2023-02-22 21:40:40,177][44343] Saving new best policy, reward=3.021!
[2023-02-22 21:40:45,185][44343] Saving new best policy, reward=3.234!
[2023-02-22 21:40:50,415][44357] Updated weights for policy 0, policy_version 50 (0.0028)
[2023-02-22 21:41:00,181][44343] Saving new best policy, reward=3.364!
[2023-02-22 21:41:01,966][44357] Updated weights for policy 0, policy_version 60 (0.0016)
[2023-02-22 21:41:05,186][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000062_253952.pth...
[2023-02-22 21:41:16,110][44357] Updated weights for policy 0, policy_version 70 (0.0020)
[2023-02-22 21:41:20,174][44343] Saving new best policy, reward=3.581!
[2023-02-22 21:41:28,833][44357] Updated weights for policy 0, policy_version 80 (0.0026)
[2023-02-22 21:41:30,184][44343] Saving new best policy, reward=3.665!
[2023-02-22 21:41:40,180][44343] Saving new best policy, reward=3.834!
[2023-02-22 21:41:40,808][44357] Updated weights for policy 0, policy_version 90 (0.0020)
[2023-02-22 21:41:45,270][44343] Saving new best policy, reward=4.019!
[2023-02-22 21:41:55,240][44357] Updated weights for policy 0, policy_version 100 (0.0018)
[2023-02-22 21:41:55,243][44343] Saving new best policy, reward=4.030!
[2023-02-22 21:42:00,177][44343] Saving new best policy, reward=4.640!
[2023-02-22 21:42:08,134][44357] Updated weights for policy 0, policy_version 110 (0.0022)
[2023-02-22 21:42:19,932][44357] Updated weights for policy 0, policy_version 120 (0.0012)
[2023-02-22 21:42:33,978][44357] Updated weights for policy 0, policy_version 130 (0.0024)
[2023-02-22 21:42:45,804][44357] Updated weights for policy 0, policy_version 140 (0.0020)
[2023-02-22 21:42:58,125][44357] Updated weights for policy 0, policy_version 150 (0.0019)
[2023-02-22 21:43:05,186][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000155_634880.pth...
[2023-02-22 21:43:12,422][44357] Updated weights for policy 0, policy_version 160 (0.0020)
[2023-02-22 21:43:24,033][44357] Updated weights for policy 0, policy_version 170 (0.0018)
[2023-02-22 21:43:36,766][44357] Updated weights for policy 0, policy_version 180 (0.0028)
[2023-02-22 21:43:50,179][44343] Saving new best policy, reward=4.947!
[2023-02-22 21:43:51,259][44357] Updated weights for policy 0, policy_version 190 (0.0016)
[2023-02-22 21:44:02,262][44357] Updated weights for policy 0, policy_version 200 (0.0014)
[2023-02-22 21:44:15,599][44357] Updated weights for policy 0, policy_version 210 (0.0013)
[2023-02-22 21:44:28,836][44357] Updated weights for policy 0, policy_version 220 (0.0013)
[2023-02-22 21:44:35,184][44343] Saving new best policy, reward=5.529!
[2023-02-22 21:44:39,706][44357] Updated weights for policy 0, policy_version 230 (0.0015)
[2023-02-22 21:44:53,759][44357] Updated weights for policy 0, policy_version 240 (0.0017)
[2023-02-22 21:45:05,188][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000249_1019904.pth...
[2023-02-22 21:45:05,432][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000062_253952.pth
[2023-02-22 21:45:06,592][44357] Updated weights for policy 0, policy_version 250 (0.0024)
[2023-02-22 21:45:18,363][44357] Updated weights for policy 0, policy_version 260 (0.0036)
[2023-02-22 21:45:32,402][44357] Updated weights for policy 0, policy_version 270 (0.0014)
[2023-02-22 21:45:44,524][44357] Updated weights for policy 0, policy_version 280 (0.0018)
[2023-02-22 21:45:55,183][44343] Saving new best policy, reward=5.693!
[2023-02-22 21:45:56,854][44357] Updated weights for policy 0, policy_version 290 (0.0024)
[2023-02-22 21:46:05,299][44343] Saving new best policy, reward=5.702!
[2023-02-22 21:46:10,895][44357] Updated weights for policy 0, policy_version 300 (0.0042)
[2023-02-22 21:46:22,027][44357] Updated weights for policy 0, policy_version 310 (0.0027)
[2023-02-22 21:46:30,183][44343] Saving new best policy, reward=6.326!
[2023-02-22 21:46:34,838][44357] Updated weights for policy 0, policy_version 320 (0.0028)
[2023-02-22 21:46:48,709][44357] Updated weights for policy 0, policy_version 330 (0.0034)
[2023-02-22 21:46:55,184][44343] Saving new best policy, reward=6.680!
[2023-02-22 21:46:59,173][44357] Updated weights for policy 0, policy_version 340 (0.0012)
[2023-02-22 21:47:05,198][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000343_1404928.pth...
[2023-02-22 21:47:05,367][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000155_634880.pth
[2023-02-22 21:47:13,125][44357] Updated weights for policy 0, policy_version 350 (0.0023)
[2023-02-22 21:47:26,190][44357] Updated weights for policy 0, policy_version 360 (0.0022)
[2023-02-22 21:47:37,325][44357] Updated weights for policy 0, policy_version 370 (0.0017)
[2023-02-22 21:47:51,298][44357] Updated weights for policy 0, policy_version 380 (0.0031)
[2023-02-22 21:48:04,032][44357] Updated weights for policy 0, policy_version 390 (0.0029)
[2023-02-22 21:48:10,200][44343] Saving new best policy, reward=6.724!
[2023-02-22 21:48:15,427][44357] Updated weights for policy 0, policy_version 400 (0.0029)
[2023-02-22 21:48:25,182][44343] Saving new best policy, reward=7.131!
[2023-02-22 21:48:29,120][44357] Updated weights for policy 0, policy_version 410 (0.0030)
[2023-02-22 21:48:40,241][44357] Updated weights for policy 0, policy_version 420 (0.0019)
[2023-02-22 21:48:53,312][44357] Updated weights for policy 0, policy_version 430 (0.0020)
[2023-02-22 21:49:05,192][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000438_1794048.pth...
[2023-02-22 21:49:05,454][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000249_1019904.pth
[2023-02-22 21:49:07,053][44357] Updated weights for policy 0, policy_version 440 (0.0017)
[2023-02-22 21:49:17,206][44357] Updated weights for policy 0, policy_version 450 (0.0017)
[2023-02-22 21:49:30,957][44357] Updated weights for policy 0, policy_version 460 (0.0036)
[2023-02-22 21:49:35,185][44343] Saving new best policy, reward=7.273!
[2023-02-22 21:49:44,197][44357] Updated weights for policy 0, policy_version 470 (0.0012)
[2023-02-22 21:49:55,073][44357] Updated weights for policy 0, policy_version 480 (0.0033)
[2023-02-22 21:50:09,114][44357] Updated weights for policy 0, policy_version 490 (0.0021)
[2023-02-22 21:50:10,175][44343] Saving new best policy, reward=7.677!
[2023-02-22 21:50:21,185][44357] Updated weights for policy 0, policy_version 500 (0.0015)
[2023-02-22 21:50:33,198][44357] Updated weights for policy 0, policy_version 510 (0.0018)
[2023-02-22 21:50:46,907][44357] Updated weights for policy 0, policy_version 520 (0.0022)
[2023-02-22 21:50:55,193][44343] Saving new best policy, reward=7.977!
[2023-02-22 21:50:58,148][44357] Updated weights for policy 0, policy_version 530 (0.0014)
[2023-02-22 21:51:05,188][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000534_2187264.pth...
[2023-02-22 21:51:05,403][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000343_1404928.pth
[2023-02-22 21:51:10,973][44357] Updated weights for policy 0, policy_version 540 (0.0022)
[2023-02-22 21:51:24,871][44357] Updated weights for policy 0, policy_version 550 (0.0011)
[2023-02-22 21:51:35,244][44357] Updated weights for policy 0, policy_version 560 (0.0019)
[2023-02-22 21:51:48,935][44357] Updated weights for policy 0, policy_version 570 (0.0018)
[2023-02-22 21:52:00,180][44343] Saving new best policy, reward=8.152!
[2023-02-22 21:52:01,787][44357] Updated weights for policy 0, policy_version 580 (0.0016)
[2023-02-22 21:52:13,228][44357] Updated weights for policy 0, policy_version 590 (0.0019)
[2023-02-22 21:52:20,181][44343] Saving new best policy, reward=8.358!
[2023-02-22 21:52:27,177][44357] Updated weights for policy 0, policy_version 600 (0.0012)
[2023-02-22 21:52:39,279][44357] Updated weights for policy 0, policy_version 610 (0.0013)
[2023-02-22 21:52:51,424][44357] Updated weights for policy 0, policy_version 620 (0.0036)
[2023-02-22 21:53:00,178][44343] Saving new best policy, reward=9.253!
[2023-02-22 21:53:05,166][44357] Updated weights for policy 0, policy_version 630 (0.0018)
[2023-02-22 21:53:05,183][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000630_2580480.pth...
[2023-02-22 21:53:05,353][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000438_1794048.pth
[2023-02-22 21:53:16,437][44357] Updated weights for policy 0, policy_version 640 (0.0013)
[2023-02-22 21:53:29,099][44357] Updated weights for policy 0, policy_version 650 (0.0014)
[2023-02-22 21:53:42,787][44357] Updated weights for policy 0, policy_version 660 (0.0023)
[2023-02-22 21:53:53,088][44357] Updated weights for policy 0, policy_version 670 (0.0012)
[2023-02-22 21:54:06,818][44357] Updated weights for policy 0, policy_version 680 (0.0038)
[2023-02-22 21:54:19,375][44357] Updated weights for policy 0, policy_version 690 (0.0026)
[2023-02-22 21:54:20,180][44343] Saving new best policy, reward=9.967!
[2023-02-22 21:54:30,617][44357] Updated weights for policy 0, policy_version 700 (0.0012)
[2023-02-22 21:54:44,488][44357] Updated weights for policy 0, policy_version 710 (0.0034)
[2023-02-22 21:54:56,158][44357] Updated weights for policy 0, policy_version 720 (0.0031)
[2023-02-22 21:55:05,186][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000726_2973696.pth...
[2023-02-22 21:55:05,392][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000534_2187264.pth
[2023-02-22 21:55:08,422][44357] Updated weights for policy 0, policy_version 730 (0.0025)
[2023-02-22 21:55:22,098][44357] Updated weights for policy 0, policy_version 740 (0.0025)
[2023-02-22 21:55:32,470][44357] Updated weights for policy 0, policy_version 750 (0.0014)
[2023-02-22 21:55:46,132][44357] Updated weights for policy 0, policy_version 760 (0.0019)
[2023-02-22 21:55:59,242][44357] Updated weights for policy 0, policy_version 770 (0.0018)
[2023-02-22 21:56:09,892][44357] Updated weights for policy 0, policy_version 780 (0.0019)
[2023-02-22 21:56:23,536][44357] Updated weights for policy 0, policy_version 790 (0.0036)
[2023-02-22 21:56:35,273][44357] Updated weights for policy 0, policy_version 800 (0.0020)
[2023-02-22 21:56:47,544][44357] Updated weights for policy 0, policy_version 810 (0.0026)
[2023-02-22 21:57:01,255][44357] Updated weights for policy 0, policy_version 820 (0.0018)
[2023-02-22 21:57:05,180][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000823_3371008.pth...
[2023-02-22 21:57:05,331][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000630_2580480.pth
[2023-02-22 21:57:12,428][44357] Updated weights for policy 0, policy_version 830 (0.0022)
[2023-02-22 21:57:25,276][44357] Updated weights for policy 0, policy_version 840 (0.0030)
[2023-02-22 21:57:38,985][44357] Updated weights for policy 0, policy_version 850 (0.0037)
[2023-02-22 21:57:49,296][44357] Updated weights for policy 0, policy_version 860 (0.0013)
[2023-02-22 21:58:03,074][44357] Updated weights for policy 0, policy_version 870 (0.0027)
[2023-02-22 21:58:15,882][44357] Updated weights for policy 0, policy_version 880 (0.0013)
[2023-02-22 21:58:26,821][44357] Updated weights for policy 0, policy_version 890 (0.0020)
[2023-02-22 21:58:40,175][44343] Saving new best policy, reward=10.147!
[2023-02-22 21:58:40,744][44357] Updated weights for policy 0, policy_version 900 (0.0021)
[2023-02-22 21:58:45,189][44343] Saving new best policy, reward=10.394!
[2023-02-22 21:58:52,878][44357] Updated weights for policy 0, policy_version 910 (0.0020)
[2023-02-22 21:59:04,728][44357] Updated weights for policy 0, policy_version 920 (0.0018)
[2023-02-22 21:59:05,186][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000920_3768320.pth...
[2023-02-22 21:59:05,369][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000726_2973696.pth
[2023-02-22 21:59:18,648][44357] Updated weights for policy 0, policy_version 930 (0.0012)
[2023-02-22 21:59:29,534][44357] Updated weights for policy 0, policy_version 940 (0.0018)
[2023-02-22 21:59:42,369][44357] Updated weights for policy 0, policy_version 950 (0.0038)
[2023-02-22 21:59:50,177][44343] Saving new best policy, reward=10.410!
[2023-02-22 21:59:56,324][44357] Updated weights for policy 0, policy_version 960 (0.0018)
[2023-02-22 22:00:00,175][44343] Saving new best policy, reward=10.565!
[2023-02-22 22:00:06,253][44357] Updated weights for policy 0, policy_version 970 (0.0017)
[2023-02-22 22:00:20,191][44357] Updated weights for policy 0, policy_version 980 (0.0040)
[2023-02-22 22:00:32,711][44357] Updated weights for policy 0, policy_version 990 (0.0014)
[2023-02-22 22:00:43,741][44357] Updated weights for policy 0, policy_version 1000 (0.0022)
[2023-02-22 22:00:57,526][44357] Updated weights for policy 0, policy_version 1010 (0.0012)
[2023-02-22 22:01:05,180][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001017_4165632.pth...
[2023-02-22 22:01:05,335][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000823_3371008.pth
[2023-02-22 22:01:08,715][44357] Updated weights for policy 0, policy_version 1020 (0.0035)
[2023-02-22 22:01:21,311][44357] Updated weights for policy 0, policy_version 1030 (0.0016)
[2023-02-22 22:01:25,190][44343] Saving new best policy, reward=10.667!
[2023-02-22 22:01:30,195][44343] Saving new best policy, reward=11.531!
[2023-02-22 22:01:34,973][44357] Updated weights for policy 0, policy_version 1040 (0.0034)
[2023-02-22 22:01:45,187][44343] Saving new best policy, reward=11.983!
[2023-02-22 22:01:45,549][44357] Updated weights for policy 0, policy_version 1050 (0.0012)
[2023-02-22 22:01:59,401][44357] Updated weights for policy 0, policy_version 1060 (0.0036)
[2023-02-22 22:02:12,148][44357] Updated weights for policy 0, policy_version 1070 (0.0015)
[2023-02-22 22:02:23,117][44357] Updated weights for policy 0, policy_version 1080 (0.0012)
[2023-02-22 22:02:36,996][44357] Updated weights for policy 0, policy_version 1090 (0.0038)
[2023-02-22 22:02:48,187][44357] Updated weights for policy 0, policy_version 1100 (0.0023)
[2023-02-22 22:03:00,451][44357] Updated weights for policy 0, policy_version 1110 (0.0032)
[2023-02-22 22:03:05,188][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001114_4562944.pth...
[2023-02-22 22:03:05,334][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000000920_3768320.pth
[2023-02-22 22:03:14,138][44357] Updated weights for policy 0, policy_version 1120 (0.0019)
[2023-02-22 22:03:24,170][44357] Updated weights for policy 0, policy_version 1130 (0.0013)
[2023-02-22 22:03:37,655][44357] Updated weights for policy 0, policy_version 1140 (0.0018)
[2023-02-22 22:03:50,128][44357] Updated weights for policy 0, policy_version 1150 (0.0012)
[2023-02-22 22:04:01,346][44357] Updated weights for policy 0, policy_version 1160 (0.0023)
[2023-02-22 22:04:15,080][44357] Updated weights for policy 0, policy_version 1170 (0.0013)
[2023-02-22 22:04:26,034][44357] Updated weights for policy 0, policy_version 1180 (0.0028)
[2023-02-22 22:04:38,850][44357] Updated weights for policy 0, policy_version 1190 (0.0013)
[2023-02-22 22:04:52,728][44357] Updated weights for policy 0, policy_version 1200 (0.0013)
[2023-02-22 22:05:02,699][44357] Updated weights for policy 0, policy_version 1210 (0.0028)
[2023-02-22 22:05:05,188][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001211_4960256.pth...
[2023-02-22 22:05:05,398][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001017_4165632.pth
[2023-02-22 22:05:16,469][44357] Updated weights for policy 0, policy_version 1220 (0.0012)
[2023-02-22 22:05:20,173][44343] Saving new best policy, reward=13.082!
[2023-02-22 22:05:28,886][44357] Updated weights for policy 0, policy_version 1230 (0.0016)
[2023-02-22 22:05:39,747][44357] Updated weights for policy 0, policy_version 1240 (0.0026)
[2023-02-22 22:05:53,590][44357] Updated weights for policy 0, policy_version 1250 (0.0016)
[2023-02-22 22:06:04,499][44357] Updated weights for policy 0, policy_version 1260 (0.0012)
[2023-02-22 22:06:10,181][44343] Saving new best policy, reward=13.267!
[2023-02-22 22:06:17,223][44357] Updated weights for policy 0, policy_version 1270 (0.0021)
[2023-02-22 22:06:30,868][44357] Updated weights for policy 0, policy_version 1280 (0.0027)
[2023-02-22 22:06:40,821][44357] Updated weights for policy 0, policy_version 1290 (0.0014)
[2023-02-22 22:06:54,580][44357] Updated weights for policy 0, policy_version 1300 (0.0029)
[2023-02-22 22:07:05,302][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001309_5361664.pth...
[2023-02-22 22:07:05,580][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001114_4562944.pth
[2023-02-22 22:07:07,009][44357] Updated weights for policy 0, policy_version 1310 (0.0023)
[2023-02-22 22:07:18,242][44357] Updated weights for policy 0, policy_version 1320 (0.0014)
[2023-02-22 22:07:31,652][44357] Updated weights for policy 0, policy_version 1330 (0.0013)
[2023-02-22 22:07:40,183][44343] Saving new best policy, reward=13.692!
[2023-02-22 22:07:43,091][44357] Updated weights for policy 0, policy_version 1340 (0.0015)
[2023-02-22 22:07:55,898][44357] Updated weights for policy 0, policy_version 1350 (0.0031)
[2023-02-22 22:08:09,784][44357] Updated weights for policy 0, policy_version 1360 (0.0027)
[2023-02-22 22:08:19,962][44357] Updated weights for policy 0, policy_version 1370 (0.0019)
[2023-02-22 22:08:33,221][44357] Updated weights for policy 0, policy_version 1380 (0.0028)
[2023-02-22 22:08:45,882][44357] Updated weights for policy 0, policy_version 1390 (0.0023)
[2023-02-22 22:08:56,933][44357] Updated weights for policy 0, policy_version 1400 (0.0014)
[2023-02-22 22:09:05,188][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001405_5754880.pth...
[2023-02-22 22:09:05,382][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001211_4960256.pth
[2023-02-22 22:09:10,651][44357] Updated weights for policy 0, policy_version 1410 (0.0014)
[2023-02-22 22:09:22,062][44357] Updated weights for policy 0, policy_version 1420 (0.0012)
[2023-02-22 22:09:34,396][44357] Updated weights for policy 0, policy_version 1430 (0.0024)
[2023-02-22 22:09:40,177][44343] Saving new best policy, reward=13.814!
[2023-02-22 22:09:48,019][44357] Updated weights for policy 0, policy_version 1440 (0.0012)
[2023-02-22 22:09:50,187][44343] Saving new best policy, reward=14.316!
[2023-02-22 22:09:58,219][44357] Updated weights for policy 0, policy_version 1450 (0.0024)
[2023-02-22 22:10:11,801][44357] Updated weights for policy 0, policy_version 1460 (0.0020)
[2023-02-22 22:10:24,446][44357] Updated weights for policy 0, policy_version 1470 (0.0031)
[2023-02-22 22:10:35,200][44343] Saving new best policy, reward=14.817!
[2023-02-22 22:10:35,202][44357] Updated weights for policy 0, policy_version 1480 (0.0017)
[2023-02-22 22:10:48,866][44357] Updated weights for policy 0, policy_version 1490 (0.0020)
[2023-02-22 22:11:00,119][44357] Updated weights for policy 0, policy_version 1500 (0.0017)
[2023-02-22 22:11:05,261][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001503_6156288.pth...
[2023-02-22 22:11:05,509][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001309_5361664.pth
[2023-02-22 22:11:10,178][44343] Saving new best policy, reward=14.984!
[2023-02-22 22:11:12,591][44357] Updated weights for policy 0, policy_version 1510 (0.0019)
[2023-02-22 22:11:26,261][44357] Updated weights for policy 0, policy_version 1520 (0.0027)
[2023-02-22 22:11:36,250][44357] Updated weights for policy 0, policy_version 1530 (0.0019)
[2023-02-22 22:11:49,925][44357] Updated weights for policy 0, policy_version 1540 (0.0016)
[2023-02-22 22:12:02,863][44357] Updated weights for policy 0, policy_version 1550 (0.0015)
[2023-02-22 22:12:13,806][44357] Updated weights for policy 0, policy_version 1560 (0.0012)
[2023-02-22 22:12:28,531][44357] Updated weights for policy 0, policy_version 1570 (0.0021)
[2023-02-22 22:12:42,652][44357] Updated weights for policy 0, policy_version 1580 (0.0024)
[2023-02-22 22:12:53,704][44357] Updated weights for policy 0, policy_version 1590 (0.0021)
[2023-02-22 22:13:05,187][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001597_6541312.pth...
[2023-02-22 22:13:05,492][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001405_5754880.pth
[2023-02-22 22:13:08,100][44357] Updated weights for policy 0, policy_version 1600 (0.0018)
[2023-02-22 22:13:20,543][44357] Updated weights for policy 0, policy_version 1610 (0.0017)
[2023-02-22 22:13:31,704][44357] Updated weights for policy 0, policy_version 1620 (0.0025)
[2023-02-22 22:13:45,190][44343] Saving new best policy, reward=15.358!
[2023-02-22 22:13:45,524][44357] Updated weights for policy 0, policy_version 1630 (0.0019)
[2023-02-22 22:13:56,449][44357] Updated weights for policy 0, policy_version 1640 (0.0013)
[2023-02-22 22:14:09,261][44357] Updated weights for policy 0, policy_version 1650 (0.0014)
[2023-02-22 22:14:22,595][44357] Updated weights for policy 0, policy_version 1660 (0.0027)
[2023-02-22 22:14:32,964][44357] Updated weights for policy 0, policy_version 1670 (0.0018)
[2023-02-22 22:14:40,195][44343] Saving new best policy, reward=15.815!
[2023-02-22 22:14:46,637][44357] Updated weights for policy 0, policy_version 1680 (0.0028)
[2023-02-22 22:14:58,429][44357] Updated weights for policy 0, policy_version 1690 (0.0027)
[2023-02-22 22:15:05,195][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001695_6942720.pth...
[2023-02-22 22:15:05,373][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001503_6156288.pth
[2023-02-22 22:15:10,380][44357] Updated weights for policy 0, policy_version 1700 (0.0017)
[2023-02-22 22:15:24,328][44357] Updated weights for policy 0, policy_version 1710 (0.0028)
[2023-02-22 22:15:34,965][44357] Updated weights for policy 0, policy_version 1720 (0.0031)
[2023-02-22 22:15:47,961][44357] Updated weights for policy 0, policy_version 1730 (0.0021)
[2023-02-22 22:16:01,469][44357] Updated weights for policy 0, policy_version 1740 (0.0023)
[2023-02-22 22:16:12,088][44357] Updated weights for policy 0, policy_version 1750 (0.0018)
[2023-02-22 22:16:25,789][44357] Updated weights for policy 0, policy_version 1760 (0.0027)
[2023-02-22 22:16:37,997][44357] Updated weights for policy 0, policy_version 1770 (0.0026)
[2023-02-22 22:16:49,718][44357] Updated weights for policy 0, policy_version 1780 (0.0020)
[2023-02-22 22:17:03,608][44357] Updated weights for policy 0, policy_version 1790 (0.0023)
[2023-02-22 22:17:05,187][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001791_7335936.pth...
[2023-02-22 22:17:05,337][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001597_6541312.pth
[2023-02-22 22:17:15,426][44357] Updated weights for policy 0, policy_version 1800 (0.0028)
[2023-02-22 22:17:28,352][44357] Updated weights for policy 0, policy_version 1810 (0.0015)
[2023-02-22 22:17:42,564][44357] Updated weights for policy 0, policy_version 1820 (0.0012)
[2023-02-22 22:17:53,088][44357] Updated weights for policy 0, policy_version 1830 (0.0018)
[2023-02-22 22:18:06,524][44357] Updated weights for policy 0, policy_version 1840 (0.0026)
[2023-02-22 22:18:19,831][44357] Updated weights for policy 0, policy_version 1850 (0.0026)
[2023-02-22 22:18:30,737][44357] Updated weights for policy 0, policy_version 1860 (0.0014)
[2023-02-22 22:18:44,377][44357] Updated weights for policy 0, policy_version 1870 (0.0040)
[2023-02-22 22:18:56,344][44357] Updated weights for policy 0, policy_version 1880 (0.0019)
[2023-02-22 22:19:05,184][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001887_7729152.pth...
[2023-02-22 22:19:05,374][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001695_6942720.pth
[2023-02-22 22:19:08,080][44357] Updated weights for policy 0, policy_version 1890 (0.0022)
[2023-02-22 22:19:21,773][44357] Updated weights for policy 0, policy_version 1900 (0.0021)
[2023-02-22 22:19:32,368][44357] Updated weights for policy 0, policy_version 1910 (0.0028)
[2023-02-22 22:19:45,622][44357] Updated weights for policy 0, policy_version 1920 (0.0014)
[2023-02-22 22:19:58,770][44357] Updated weights for policy 0, policy_version 1930 (0.0021)
[2023-02-22 22:20:09,516][44357] Updated weights for policy 0, policy_version 1940 (0.0013)
[2023-02-22 22:20:23,161][44357] Updated weights for policy 0, policy_version 1950 (0.0014)
[2023-02-22 22:20:35,289][44357] Updated weights for policy 0, policy_version 1960 (0.0012)
[2023-02-22 22:20:46,932][44357] Updated weights for policy 0, policy_version 1970 (0.0019)
[2023-02-22 22:21:00,847][44357] Updated weights for policy 0, policy_version 1980 (0.0020)
[2023-02-22 22:21:05,191][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001984_8126464.pth...
[2023-02-22 22:21:05,357][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001791_7335936.pth
[2023-02-22 22:21:12,097][44357] Updated weights for policy 0, policy_version 1990 (0.0012)
[2023-02-22 22:21:24,938][44357] Updated weights for policy 0, policy_version 2000 (0.0017)
[2023-02-22 22:21:38,170][44357] Updated weights for policy 0, policy_version 2010 (0.0018)
[2023-02-22 22:21:48,538][44357] Updated weights for policy 0, policy_version 2020 (0.0024)
[2023-02-22 22:21:50,174][44343] Saving new best policy, reward=15.986!
[2023-02-22 22:21:55,187][44343] Saving new best policy, reward=16.024!
[2023-02-22 22:22:02,271][44357] Updated weights for policy 0, policy_version 2030 (0.0027)
[2023-02-22 22:22:14,337][44357] Updated weights for policy 0, policy_version 2040 (0.0024)
[2023-02-22 22:22:26,220][44357] Updated weights for policy 0, policy_version 2050 (0.0022)
[2023-02-22 22:22:40,009][44357] Updated weights for policy 0, policy_version 2060 (0.0031)
[2023-02-22 22:22:50,319][44357] Updated weights for policy 0, policy_version 2070 (0.0014)
[2023-02-22 22:22:55,196][44343] Saving new best policy, reward=16.279!
[2023-02-22 22:23:03,597][44357] Updated weights for policy 0, policy_version 2080 (0.0018)
[2023-02-22 22:23:05,182][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000002081_8523776.pth...
[2023-02-22 22:23:05,358][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001887_7729152.pth
[2023-02-22 22:23:05,365][44343] Saving new best policy, reward=16.580!
[2023-02-22 22:23:10,183][44343] Saving new best policy, reward=17.174!
[2023-02-22 22:23:17,504][44357] Updated weights for policy 0, policy_version 2090 (0.0042)
[2023-02-22 22:23:28,031][44357] Updated weights for policy 0, policy_version 2100 (0.0016)
[2023-02-22 22:23:41,630][44357] Updated weights for policy 0, policy_version 2110 (0.0023)
[2023-02-22 22:23:54,289][44357] Updated weights for policy 0, policy_version 2120 (0.0018)
[2023-02-22 22:24:05,664][44357] Updated weights for policy 0, policy_version 2130 (0.0017)
[2023-02-22 22:24:19,337][44357] Updated weights for policy 0, policy_version 2140 (0.0013)
[2023-02-22 22:24:30,018][44357] Updated weights for policy 0, policy_version 2150 (0.0026)
[2023-02-22 22:24:43,012][44357] Updated weights for policy 0, policy_version 2160 (0.0028)
[2023-02-22 22:24:56,533][44357] Updated weights for policy 0, policy_version 2170 (0.0014)
[2023-02-22 22:25:05,192][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000002178_8921088.pth...
[2023-02-22 22:25:05,348][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000001984_8126464.pth
[2023-02-22 22:25:06,980][44357] Updated weights for policy 0, policy_version 2180 (0.0020)
[2023-02-22 22:25:20,932][44357] Updated weights for policy 0, policy_version 2190 (0.0038)
[2023-02-22 22:25:33,457][44357] Updated weights for policy 0, policy_version 2200 (0.0017)
[2023-02-22 22:25:44,759][44357] Updated weights for policy 0, policy_version 2210 (0.0029)
[2023-02-22 22:25:58,677][44357] Updated weights for policy 0, policy_version 2220 (0.0012)
[2023-02-22 22:26:09,960][44357] Updated weights for policy 0, policy_version 2230 (0.0019)
[2023-02-22 22:26:22,317][44357] Updated weights for policy 0, policy_version 2240 (0.0022)
[2023-02-22 22:26:36,070][44357] Updated weights for policy 0, policy_version 2250 (0.0022)
[2023-02-22 22:26:45,762][44357] Updated weights for policy 0, policy_version 2260 (0.0020)
[2023-02-22 22:26:59,512][44357] Updated weights for policy 0, policy_version 2270 (0.0018)
[2023-02-22 22:27:05,190][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000002275_9318400.pth...
[2023-02-22 22:27:05,351][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000002081_8523776.pth
[2023-02-22 22:27:05,375][44343] Saving new best policy, reward=17.231!
[2023-02-22 22:27:12,097][44357] Updated weights for policy 0, policy_version 2280 (0.0022)
[2023-02-22 22:27:23,133][44357] Updated weights for policy 0, policy_version 2290 (0.0024)
[2023-02-22 22:27:36,807][44357] Updated weights for policy 0, policy_version 2300 (0.0027)
[2023-02-22 22:27:48,016][44357] Updated weights for policy 0, policy_version 2310 (0.0012)
[2023-02-22 22:28:00,458][44357] Updated weights for policy 0, policy_version 2320 (0.0020)
[2023-02-22 22:28:14,185][44357] Updated weights for policy 0, policy_version 2330 (0.0023)
[2023-02-22 22:28:24,436][44357] Updated weights for policy 0, policy_version 2340 (0.0020)
[2023-02-22 22:28:38,101][44357] Updated weights for policy 0, policy_version 2350 (0.0029)
[2023-02-22 22:28:50,500][44357] Updated weights for policy 0, policy_version 2360 (0.0011)
[2023-02-22 22:29:01,834][44357] Updated weights for policy 0, policy_version 2370 (0.0032)
[2023-02-22 22:29:05,187][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000002372_9715712.pth...
[2023-02-22 22:29:05,405][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000002178_8921088.pth
[2023-02-22 22:29:15,519][44357] Updated weights for policy 0, policy_version 2380 (0.0022)
[2023-02-22 22:29:26,480][44357] Updated weights for policy 0, policy_version 2390 (0.0013)
[2023-02-22 22:29:39,172][44357] Updated weights for policy 0, policy_version 2400 (0.0019)
[2023-02-22 22:29:52,732][44357] Updated weights for policy 0, policy_version 2410 (0.0016)
[2023-02-22 22:30:02,719][44357] Updated weights for policy 0, policy_version 2420 (0.0013)
[2023-02-22 22:30:16,279][44357] Updated weights for policy 0, policy_version 2430 (0.0014)
[2023-02-22 22:30:28,389][44357] Updated weights for policy 0, policy_version 2440 (0.0012)
[2023-02-22 22:30:33,118][44343] Stopping Batcher_0...
[2023-02-22 22:30:33,120][44343] Loop batcher_evt_loop terminating...
[2023-02-22 22:30:33,121][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000002443_10006528.pth...
[2023-02-22 22:30:33,206][44357] Weights refcount: 2 0
[2023-02-22 22:30:33,224][44357] Stopping InferenceWorker_p0-w0...
[2023-02-22 22:30:33,225][44357] Loop inference_proc0-0_evt_loop terminating...
[2023-02-22 22:30:33,256][44343] Removing /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000002275_9318400.pth
[2023-02-22 22:30:33,264][44343] Saving /content/train_dir/doom_deadly_corridor/checkpoint_p0/checkpoint_000002443_10006528.pth...
[2023-02-22 22:30:33,385][44343] Stopping LearnerWorker_p0...
[2023-02-22 22:30:33,389][44343] Loop learner_proc0_evt_loop terminating...
[2023-02-22 22:30:33,492][44359] Stopping RolloutWorker_w1...
[2023-02-22 22:30:33,502][44359] Loop rollout_proc1_evt_loop terminating...
[2023-02-22 22:30:33,513][44365] Stopping RolloutWorker_w3...
[2023-02-22 22:30:33,522][44380] Stopping RolloutWorker_w6...
[2023-02-22 22:30:33,520][44365] Loop rollout_proc3_evt_loop terminating...
[2023-02-22 22:30:33,523][44374] Stopping RolloutWorker_w7...
[2023-02-22 22:30:33,528][44370] Stopping RolloutWorker_w5...
[2023-02-22 22:30:33,529][44370] Loop rollout_proc5_evt_loop terminating...
[2023-02-22 22:30:33,535][44374] Loop rollout_proc7_evt_loop terminating...
[2023-02-22 22:30:33,539][44380] Loop rollout_proc6_evt_loop terminating...
[2023-02-22 22:30:33,561][44372] Stopping RolloutWorker_w4...
[2023-02-22 22:30:33,575][44362] Stopping RolloutWorker_w2...
[2023-02-22 22:30:33,575][44362] Loop rollout_proc2_evt_loop terminating...
[2023-02-22 22:30:33,590][44358] Stopping RolloutWorker_w0...
[2023-02-22 22:30:33,590][44358] Loop rollout_proc0_evt_loop terminating...
[2023-02-22 22:30:33,568][44372] Loop rollout_proc4_evt_loop terminating...