File size: 42,563 Bytes
903307f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
timestamp,event,step,epoch,key,value
1773845500.3890991,train_step,10,1,train/step_loss,1.5491975618131233
1773845500.3890991,train_step,10,1,train/step_real_loss,1.1542506143450737
1773845500.3890991,train_step,10,1,train/lr,5.2631578947368424e-05
1773845500.3890991,train_step,10,1,train/step_canary_loss,14.1875
1773845500.3890991,train_step,10,1,perf/step_duration_sec,7.20499980985187
1773845500.3890991,train_step,10,1,perf/samples_per_sec,9.160305585262314
1773845500.3890991,train_step,10,1,perf/tokens_per_sec,6590.423491069632
1773845500.3890991,train_step,10,1,perf/logical_batch_size,66.0
1773845500.3890991,train_step,10,1,perf/logical_token_count,47484.0
1773845500.3890991,train_step,10,1,perf/gradient_accumulation_steps,8.0
1773845500.3890991,train_step,10,1,system/cuda_memory_allocated_gb,16.85233783721924
1773845500.3890991,train_step,10,1,system/cuda_max_memory_allocated_gb,60.84869050979614
1773845576.5618713,train_step,20,1,train/step_loss,1.749317905796108
1773845576.5618713,train_step,20,1,train/step_real_loss,1.195575013756752
1773845576.5618713,train_step,20,1,train/lr,9.999795083071328e-05
1773845576.5618713,train_step,20,1,train/step_canary_loss,13.5625
1773845576.5618713,train_step,20,1,perf/step_duration_sec,7.156173000810668
1773845576.5618713,train_step,20,1,perf/samples_per_sec,9.362546153147791
1773845576.5618713,train_step,20,1,perf/tokens_per_sec,6812.859330605484
1773845576.5618713,train_step,20,1,perf/logical_batch_size,67.0
1773845576.5618713,train_step,20,1,perf/logical_token_count,48754.0
1773845576.5618713,train_step,20,1,perf/gradient_accumulation_steps,8.0
1773845576.5618713,train_step,20,1,system/cuda_memory_allocated_gb,17.044722080230713
1773845576.5618713,train_step,20,1,system/cuda_max_memory_allocated_gb,60.84869050979614
1773845647.392718,train_step,30,1,train/step_loss,1.0699390769004822
1773845647.392718,train_step,30,1,train/step_real_loss,1.0699390769004822
1773845647.392718,train_step,30,1,train/lr,9.975225368753412e-05
1773845647.392718,train_step,30,1,perf/step_duration_sec,6.728532065171748
1773845647.392718,train_step,30,1,perf/samples_per_sec,9.511732927792234
1773845647.392718,train_step,30,1,perf/tokens_per_sec,7888.793496987684
1773845647.392718,train_step,30,1,perf/logical_batch_size,64.0
1773845647.392718,train_step,30,1,perf/logical_token_count,53080.0
1773845647.392718,train_step,30,1,perf/gradient_accumulation_steps,8.0
1773845647.392718,train_step,30,1,system/cuda_memory_allocated_gb,16.85233783721924
1773845647.392718,train_step,30,1,system/cuda_max_memory_allocated_gb,60.84869050979614
1773845720.600243,train_step,40,1,train/step_loss,1.095807023346424
1773845720.600243,train_step,40,1,train/step_real_loss,1.095807023346424
1773845720.600243,train_step,40,1,train/lr,9.909902907826884e-05
1773845720.600243,train_step,40,1,perf/step_duration_sec,6.983004813082516
1773845720.600243,train_step,40,1,perf/samples_per_sec,9.165108962848961
1773845720.600243,train_step,40,1,perf/tokens_per_sec,7604.176342613747
1773845720.600243,train_step,40,1,perf/logical_batch_size,64.0
1773845720.600243,train_step,40,1,perf/logical_token_count,53100.0
1773845720.600243,train_step,40,1,perf/gradient_accumulation_steps,8.0
1773845720.600243,train_step,40,1,system/cuda_memory_allocated_gb,16.85233783721924
1773845720.600243,train_step,40,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773845792.8609428,train_step,50,1,train/step_loss,1.0978227560336773
1773845792.8609428,train_step,50,1,train/step_real_loss,1.0427106022834778
1773845792.8609428,train_step,50,1,train/lr,9.804362765439688e-05
1773845792.8609428,train_step,50,1,train/step_canary_loss,4.625
1773845792.8609428,train_step,50,1,perf/step_duration_sec,7.137449341127649
1773845792.8609428,train_step,50,1,perf/samples_per_sec,9.106894759372206
1773845792.8609428,train_step,50,1,perf/tokens_per_sec,6859.453238832368
1773845792.8609428,train_step,50,1,perf/logical_batch_size,65.0
1773845792.8609428,train_step,50,1,perf/logical_token_count,48959.0
1773845792.8609428,train_step,50,1,perf/gradient_accumulation_steps,8.0
1773845792.8609428,train_step,50,1,system/cuda_memory_allocated_gb,16.85233783721924
1773845792.8609428,train_step,50,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773845810.9490905,eval_step,50,1,eval/loss,0.9920933229195606
1773845810.9490905,eval_step,50,1,eval/duration_sec,18.071402312023565
1773845883.288467,train_step,60,1,train/step_loss,1.3474635359118967
1773845883.288467,train_step,60,1,train/step_real_loss,1.0449612587690353
1773845883.288467,train_step,60,1,train/lr,9.659469435229992e-05
1773845883.288467,train_step,60,1,train/step_canary_loss,6.1875
1773845883.288467,train_step,60,1,perf/step_duration_sec,7.404544448945671
1773845883.288467,train_step,60,1,perf/samples_per_sec,9.183549436276593
1773845883.288467,train_step,60,1,perf/tokens_per_sec,7116.845656521583
1773845883.288467,train_step,60,1,perf/logical_batch_size,68.0
1773845883.288467,train_step,60,1,perf/logical_token_count,52697.0
1773845883.288467,train_step,60,1,perf/gradient_accumulation_steps,8.0
1773845883.288467,train_step,60,1,system/cuda_memory_allocated_gb,16.85233783721924
1773845883.288467,train_step,60,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773845955.9986777,train_step,70,1,train/step_loss,1.2259749336676165
1773845955.9986777,train_step,70,1,train/step_real_loss,0.9742475748062134
1773845955.9986777,train_step,70,1,train/lr,9.476409758141405e-05
1773845955.9986777,train_step,70,1,train/step_canary_loss,9.28125
1773845955.9986777,train_step,70,1,perf/step_duration_sec,7.936319092987105
1773845955.9986777,train_step,70,1,perf/samples_per_sec,8.316197877970987
1773845955.9986777,train_step,70,1,perf/tokens_per_sec,6486.50834181922
1773845955.9986777,train_step,70,1,perf/logical_batch_size,66.0
1773845955.9986777,train_step,70,1,perf/logical_token_count,51479.0
1773845955.9986777,train_step,70,1,perf/gradient_accumulation_steps,8.0
1773845955.9986777,train_step,70,1,system/cuda_memory_allocated_gb,17.044722080230713
1773845955.9986777,train_step,70,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773846033.6489208,train_step,80,1,train/step_loss,1.075090453028679
1773846033.6489208,train_step,80,1,train/step_real_loss,1.075090453028679
1773846033.6489208,train_step,80,1,train/lr,9.256683200847638e-05
1773846033.6489208,train_step,80,1,perf/step_duration_sec,8.235574607970193
1773846033.6489208,train_step,80,1,perf/samples_per_sec,7.771163889167165
1773846033.6489208,train_step,80,1,perf/tokens_per_sec,6101.2136240466025
1773846033.6489208,train_step,80,1,perf/logical_batch_size,64.0
1773846033.6489208,train_step,80,1,perf/logical_token_count,50247.0
1773846033.6489208,train_step,80,1,perf/gradient_accumulation_steps,8.0
1773846033.6489208,train_step,80,1,system/cuda_memory_allocated_gb,16.85233783721924
1773846033.6489208,train_step,80,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773846114.691344,train_step,90,1,train/step_loss,1.0333750322461128
1773846114.691344,train_step,90,1,train/step_real_loss,1.0333750322461128
1773846114.691344,train_step,90,1,train/lr,9.002089573417356e-05
1773846114.691344,train_step,90,1,perf/step_duration_sec,8.228110728086904
1773846114.691344,train_step,90,1,perf/samples_per_sec,7.778213263651652
1773846114.691344,train_step,90,1,perf/tokens_per_sec,6766.3163318834695
1773846114.691344,train_step,90,1,perf/logical_batch_size,64.0
1773846114.691344,train_step,90,1,perf/logical_token_count,55674.0
1773846114.691344,train_step,90,1,perf/gradient_accumulation_steps,8.0
1773846114.691344,train_step,90,1,system/cuda_memory_allocated_gb,16.85233783721924
1773846114.691344,train_step,90,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773846196.510411,train_step,100,1,train/step_loss,1.3118896195382783
1773846196.510411,train_step,100,1,train/step_real_loss,1.0975150763988495
1773846196.510411,train_step,100,1,train/lr,8.714714286825512e-05
1773846196.510411,train_step,100,1,train/step_canary_loss,8.171875
1773846196.510411,train_step,100,1,perf/step_duration_sec,8.322382139973342
1773846196.510411,train_step,100,1,perf/samples_per_sec,7.930421709788419
1773846196.510411,train_step,100,1,perf/tokens_per_sec,5789.32800605024
1773846196.510411,train_step,100,1,perf/logical_batch_size,66.0
1773846196.510411,train_step,100,1,perf/logical_token_count,48181.0
1773846196.510411,train_step,100,1,perf/gradient_accumulation_steps,8.0
1773846196.510411,train_step,100,1,system/cuda_memory_allocated_gb,16.85233783721924
1773846196.510411,train_step,100,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773846218.1695988,eval_step,100,1,eval/loss,0.9644145566921729
1773846218.1695988,eval_step,100,1,eval/duration_sec,21.646080798935145
1773846300.9108367,train_step,110,1,train/step_loss,1.1254502712790646
1773846300.9108367,train_step,110,1,train/step_real_loss,0.9916823133826256
1773846300.9108367,train_step,110,1,train/lr,8.39691127106884e-05
1773846300.9108367,train_step,110,1,train/step_canary_loss,3.9791666666666665
1773846300.9108367,train_step,110,1,perf/step_duration_sec,8.406522131990641
1773846300.9108367,train_step,110,1,perf/samples_per_sec,7.970002213523535
1773846300.9108367,train_step,110,1,perf/tokens_per_sec,6148.7972301049485
1773846300.9108367,train_step,110,1,perf/logical_batch_size,67.0
1773846300.9108367,train_step,110,1,perf/logical_token_count,51690.0
1773846300.9108367,train_step,110,1,perf/gradient_accumulation_steps,8.0
1773846300.9108367,train_step,110,1,system/cuda_memory_allocated_gb,16.85233783721924
1773846300.9108367,train_step,110,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773846382.1696744,train_step,120,1,train/step_loss,0.9898425564169884
1773846382.1696744,train_step,120,1,train/step_real_loss,0.9898425564169884
1773846382.1696744,train_step,120,1,train/lr,8.051283693805624e-05
1773846382.1696744,train_step,120,1,perf/step_duration_sec,7.923252637963742
1773846382.1696744,train_step,120,1,perf/samples_per_sec,8.077490763496323
1773846382.1696744,train_step,120,1,perf/tokens_per_sec,6447.73079116776
1773846382.1696744,train_step,120,1,perf/logical_batch_size,64.0
1773846382.1696744,train_step,120,1,perf/logical_token_count,51087.0
1773846382.1696744,train_step,120,1,perf/gradient_accumulation_steps,8.0
1773846382.1696744,train_step,120,1,system/cuda_memory_allocated_gb,16.85233783721924
1773846382.1696744,train_step,120,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773846465.942783,train_step,130,1,train/step_loss,1.0856322862885215
1773846465.942783,train_step,130,1,train/step_real_loss,1.0018824934959412
1773846465.942783,train_step,130,1,train/lr,7.680662637455889e-05
1773846465.942783,train_step,130,1,train/step_canary_loss,3.765625
1773846465.942783,train_step,130,1,perf/step_duration_sec,8.345965349115431
1773846465.942783,train_step,130,1,perf/samples_per_sec,7.908012703047609
1773846465.942783,train_step,130,1,perf/tokens_per_sec,6140.811500665045
1773846465.942783,train_step,130,1,perf/logical_batch_size,66.0
1773846465.942783,train_step,130,1,perf/logical_token_count,51251.0
1773846465.942783,train_step,130,1,perf/gradient_accumulation_steps,8.0
1773846465.942783,train_step,130,1,system/cuda_memory_allocated_gb,16.85233783721924
1773846465.942783,train_step,130,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773846547.3686187,train_step,140,1,train/step_loss,1.11777756430886
1773846547.3686187,train_step,140,1,train/step_real_loss,0.9652081280946732
1773846547.3686187,train_step,140,1,train/lr,7.288083909420865e-05
1773846547.3686187,train_step,140,1,train/step_canary_loss,6.0
1773846547.3686187,train_step,140,1,perf/step_duration_sec,7.923310180194676
1773846547.3686187,train_step,140,1,perf/samples_per_sec,8.329851854717921
1773846547.3686187,train_step,140,1,perf/tokens_per_sec,6493.371940505792
1773846547.3686187,train_step,140,1,perf/logical_batch_size,66.0
1773846547.3686187,train_step,140,1,perf/logical_token_count,51449.0
1773846547.3686187,train_step,140,1,perf/gradient_accumulation_steps,8.0
1773846547.3686187,train_step,140,1,system/cuda_memory_allocated_gb,16.85233783721924
1773846547.3686187,train_step,140,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773846630.8803382,train_step,150,1,train/step_loss,1.0294065218705397
1773846630.8803382,train_step,150,1,train/step_real_loss,1.005940206348896
1773846630.8803382,train_step,150,1,train/lr,6.876763175372305e-05
1773846630.8803382,train_step,150,1,train/step_canary_loss,2.53125
1773846630.8803382,train_step,150,1,perf/step_duration_sec,8.249663470080122
1773846630.8803382,train_step,150,1,perf/samples_per_sec,7.879109279516914
1773846630.8803382,train_step,150,1,perf/tokens_per_sec,6361.229181084441
1773846630.8803382,train_step,150,1,perf/logical_batch_size,65.0
1773846630.8803382,train_step,150,1,perf/logical_token_count,52478.0
1773846630.8803382,train_step,150,1,perf/gradient_accumulation_steps,8.0
1773846630.8803382,train_step,150,1,system/cuda_memory_allocated_gb,16.85233783721924
1773846630.8803382,train_step,150,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773846652.1329367,eval_step,150,1,eval/loss,0.9538889107379046
1773846652.1329367,eval_step,150,1,eval/duration_sec,21.243608912918717
1773846734.8427546,train_step,160,1,train/step_loss,1.02191624045372
1773846734.8427546,train_step,160,1,train/step_real_loss,1.02191624045372
1773846734.8427546,train_step,160,1,train/lr,6.450069619298299e-05
1773846734.8427546,train_step,160,1,perf/step_duration_sec,8.291792104020715
1773846734.8427546,train_step,160,1,perf/samples_per_sec,7.718476198766031
1773846734.8427546,train_step,160,1,perf/tokens_per_sec,6133.052947063246
1773846734.8427546,train_step,160,1,perf/logical_batch_size,64.0
1773846734.8427546,train_step,160,1,perf/logical_token_count,50854.0
1773846734.8427546,train_step,160,1,perf/gradient_accumulation_steps,8.0
1773846734.8427546,train_step,160,1,system/cuda_memory_allocated_gb,16.85233783721924
1773846734.8427546,train_step,160,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773846816.398206,train_step,170,1,train/step_loss,0.9282315596938133
1773846816.398206,train_step,170,1,train/step_real_loss,0.9282315596938133
1773846816.398206,train_step,170,1,train/lr,6.011498346059712e-05
1773846816.398206,train_step,170,1,perf/step_duration_sec,7.786464124917984
1773846816.398206,train_step,170,1,perf/samples_per_sec,8.219391879709473
1773846816.398206,train_step,170,1,perf/tokens_per_sec,6340.875551201497
1773846816.398206,train_step,170,1,perf/logical_batch_size,64.0
1773846816.398206,train_step,170,1,perf/logical_token_count,49373.0
1773846816.398206,train_step,170,1,perf/gradient_accumulation_steps,8.0
1773846816.398206,train_step,170,1,system/cuda_memory_allocated_gb,16.85233783721924
1773846816.398206,train_step,170,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773846898.7244656,train_step,180,1,train/step_loss,1.1359728827620998
1773846898.7244656,train_step,180,1,train/step_real_loss,1.0057005435228348
1773846898.7244656,train_step,180,1,train/lr,5.564641752511637e-05
1773846898.7244656,train_step,180,1,train/step_canary_loss,5.3046875
1773846898.7244656,train_step,180,1,perf/step_duration_sec,8.632995563792065
1773846898.7244656,train_step,180,1,perf/samples_per_sec,7.645086750283158
1773846898.7244656,train_step,180,1,perf/tokens_per_sec,5906.756191775592
1773846898.7244656,train_step,180,1,perf/logical_batch_size,66.0
1773846898.7244656,train_step,180,1,perf/logical_token_count,50993.0
1773846898.7244656,train_step,180,1,perf/gradient_accumulation_steps,8.0
1773846898.7244656,train_step,180,1,system/cuda_memory_allocated_gb,16.85233783721924
1773846898.7244656,train_step,180,1,system/cuda_max_memory_allocated_gb,64.87937498092651
1773846945.409436,train_epoch,183,1,train/epoch_loss,1.1745113145391142
1773846945.409436,train_epoch,183,1,train/epoch_real_loss,1.045788711171007
1773846945.409436,train_epoch,183,1,train/epoch_canary_loss,7.361844605070935
1773846945.409436,train_epoch,183,1,perf/epoch_duration_sec,1529.87840606994
1773846945.409436,train_epoch,183,1,perf/epoch_samples_per_sec,31.26849807814928
1773846945.409436,train_epoch,183,1,perf/epoch_tokens_per_sec,24337.648568848304
1773846945.409436,train_epoch,183,1,perf/epoch_samples,47837.0
1773846945.409436,train_epoch,183,1,perf/epoch_tokens,37233643.0
1773846945.409436,train_epoch,183,1,system/cuda_epoch_peak_memory_gb,64.87937498092651
1773846945.409436,train_epoch,183,1,eval/loss,0.9498279011481768
1773846945.409436,train_epoch,183,1,eval/duration_sec,21.582291743019596
1773846954.5938265,audit_epoch,183,1,audit/delta,1e-05
1773846954.5938265,audit_epoch,183,1,audit/num_canaries,500.0
1773846954.5938265,audit_epoch,183,1,audit/num_members,250.0
1773846954.5938265,audit_epoch,183,1,audit/paper_guess_fraction,0.2
1773846954.5938265,audit_epoch,183,1,audit/paper_guess_steps,20.0
1773846954.5938265,audit_epoch,183,1,audit/loss/auc,0.996728
1773846954.5938265,audit_epoch,183,1,audit/loss/empirical_epsilon/0.05,3.4791953936219215
1773846954.5938265,audit_epoch,183,1,audit/loss/empirical_epsilon/0.01,3.023197554051876
1773846954.5938265,audit_epoch,183,1,audit/loss/empirical_epsilon_details/0.05/epsilon,3.4791953936219215
1773846954.5938265,audit_epoch,183,1,audit/loss/empirical_epsilon_details/0.05/num_guesses,100.0
1773846954.5938265,audit_epoch,183,1,audit/loss/empirical_epsilon_details/0.05/correct_guesses,100.0
1773846954.5938265,audit_epoch,183,1,audit/loss/empirical_epsilon_details/0.01/epsilon,3.023197554051876
1773846954.5938265,audit_epoch,183,1,audit/loss/empirical_epsilon_details/0.01/num_guesses,100.0
1773846954.5938265,audit_epoch,183,1,audit/loss/empirical_epsilon_details/0.01/correct_guesses,100.0
1773846954.5938265,audit_epoch,183,1,audit/embedding/auc,0.996
1773846954.5938265,audit_epoch,183,1,audit/embedding/empirical_epsilon/0.05,3.4791953936219215
1773846954.5938265,audit_epoch,183,1,audit/embedding/empirical_epsilon/0.01,3.023197554051876
1773846954.5938265,audit_epoch,183,1,audit/embedding/empirical_epsilon_details/0.05/epsilon,3.4791953936219215
1773846954.5938265,audit_epoch,183,1,audit/embedding/empirical_epsilon_details/0.05/num_guesses,100.0
1773846954.5938265,audit_epoch,183,1,audit/embedding/empirical_epsilon_details/0.05/correct_guesses,100.0
1773846954.5938265,audit_epoch,183,1,audit/embedding/empirical_epsilon_details/0.01/epsilon,3.023197554051876
1773846954.5938265,audit_epoch,183,1,audit/embedding/empirical_epsilon_details/0.01/num_guesses,100.0
1773846954.5938265,audit_epoch,183,1,audit/embedding/empirical_epsilon_details/0.01/correct_guesses,100.0
1773846954.5938265,audit_epoch,183,1,perf/audit_duration_sec,7.048272565938532
1773847012.740762,train_step,190,2,train/step_loss,1.0674721995989482
1773847012.740762,train_step,190,2,train/step_real_loss,1.0078131332993507
1773847012.740762,train_step,190,2,train/lr,5.113160101692939e-05
1773847012.740762,train_step,190,2,train/step_canary_loss,2.9765625
1773847012.740762,train_step,190,2,perf/step_duration_sec,8.316238466184586
1773847012.740762,train_step,190,2,perf/samples_per_sec,7.9362803590070925
1773847012.740762,train_step,190,2,perf/tokens_per_sec,5525.09408993421
1773847012.740762,train_step,190,2,perf/logical_batch_size,66.0
1773847012.740762,train_step,190,2,perf/logical_token_count,45948.0
1773847012.740762,train_step,190,2,perf/gradient_accumulation_steps,8.0
1773847012.740762,train_step,190,2,system/cuda_memory_allocated_gb,16.85233783721924
1773847012.740762,train_step,190,2,system/cuda_max_memory_allocated_gb,56.812254428863525
1773847096.9887106,train_step,200,2,train/step_loss,1.1259089543269232
1773847096.9887106,train_step,200,2,train/step_real_loss,1.0414504930377007
1773847096.9887106,train_step,200,2,train/lr,4.660751541114641e-05
1773847096.9887106,train_step,200,2,train/step_canary_loss,6.53125
1773847096.9887106,train_step,200,2,perf/step_duration_sec,8.248281789012253
1773847096.9887106,train_step,200,2,perf/samples_per_sec,7.880429119988136
1773847096.9887106,train_step,200,2,perf/tokens_per_sec,5337.475261653503
1773847096.9887106,train_step,200,2,perf/logical_batch_size,65.0
1773847096.9887106,train_step,200,2,perf/logical_token_count,44025.0
1773847096.9887106,train_step,200,2,perf/gradient_accumulation_steps,8.0
1773847096.9887106,train_step,200,2,system/cuda_memory_allocated_gb,16.85233783721924
1773847096.9887106,train_step,200,2,system/cuda_max_memory_allocated_gb,56.81271266937256
1773847117.9581919,eval_step,200,2,eval/loss,0.9487124373773477
1773847117.9581919,eval_step,200,2,eval/duration_sec,20.96032243501395
1773847200.0371358,train_step,210,2,train/step_loss,1.1445510784784954
1773847200.0371358,train_step,210,2,train/step_real_loss,1.0787557885050774
1773847200.0371358,train_step,210,2,train/lr,4.2111218107314846e-05
1773847200.0371358,train_step,210,2,train/step_canary_loss,3.25
1773847200.0371358,train_step,210,2,perf/step_duration_sec,8.08854101691395
1773847200.0371358,train_step,210,2,perf/samples_per_sec,8.159691576266644
1773847200.0371358,train_step,210,2,perf/tokens_per_sec,6864.773249451238
1773847200.0371358,train_step,210,2,perf/logical_batch_size,66.0
1773847200.0371358,train_step,210,2,perf/logical_token_count,55526.0
1773847200.0371358,train_step,210,2,perf/gradient_accumulation_steps,8.0
1773847200.0371358,train_step,210,2,system/cuda_memory_allocated_gb,17.044722080230713
1773847200.0371358,train_step,210,2,system/cuda_max_memory_allocated_gb,56.81271266937256
1773847279.7295897,train_step,220,2,train/step_loss,1.0096144080162048
1773847279.7295897,train_step,220,2,train/step_real_loss,0.9559597969055176
1773847279.7295897,train_step,220,2,train/lr,3.7679538887227244e-05
1773847279.7295897,train_step,220,2,train/step_canary_loss,2.7265625
1773847279.7295897,train_step,220,2,perf/step_duration_sec,8.052449005888775
1773847279.7295897,train_step,220,2,perf/samples_per_sec,8.196264260939007
1773847279.7295897,train_step,220,2,perf/tokens_per_sec,6205.4413462857765
1773847279.7295897,train_step,220,2,perf/logical_batch_size,66.0
1773847279.7295897,train_step,220,2,perf/logical_token_count,49969.0
1773847279.7295897,train_step,220,2,perf/gradient_accumulation_steps,8.0
1773847279.7295897,train_step,220,2,system/cuda_memory_allocated_gb,16.85233783721924
1773847279.7295897,train_step,220,2,system/cuda_max_memory_allocated_gb,60.84816789627075
1773847361.656875,train_step,230,2,train/step_loss,0.9799742924444603
1773847361.656875,train_step,230,2,train/step_real_loss,0.9675686806440353
1773847361.656875,train_step,230,2,train/lr,3.334877823717737e-05
1773847361.656875,train_step,230,2,train/step_canary_loss,1.376953125
1773847361.656875,train_step,230,2,perf/step_duration_sec,8.545294485986233
1773847361.656875,train_step,230,2,perf/samples_per_sec,7.7235489201964915
1773847361.656875,train_step,230,2,perf/tokens_per_sec,6140.923532367137
1773847361.656875,train_step,230,2,perf/logical_batch_size,66.0
1773847361.656875,train_step,230,2,perf/logical_token_count,52476.0
1773847361.656875,train_step,230,2,perf/gradient_accumulation_steps,8.0
1773847361.656875,train_step,230,2,system/cuda_memory_allocated_gb,16.85233783721924
1773847361.656875,train_step,230,2,system/cuda_max_memory_allocated_gb,60.84816789627075
1773847448.8259733,train_step,240,2,train/step_loss,1.0699740214781328
1773847448.8259733,train_step,240,2,train/step_real_loss,0.9959888234734535
1773847448.8259733,train_step,240,2,train/lr,2.9154410005747583e-05
1773847448.8259733,train_step,240,2,train/step_canary_loss,3.4375
1773847448.8259733,train_step,240,2,perf/step_duration_sec,8.351536879083142
1773847448.8259733,train_step,240,2,perf/samples_per_sec,7.902737059726149
1773847448.8259733,train_step,240,2,perf/tokens_per_sec,6316.322464206273
1773847448.8259733,train_step,240,2,perf/logical_batch_size,66.0
1773847448.8259733,train_step,240,2,perf/logical_token_count,52751.0
1773847448.8259733,train_step,240,2,perf/gradient_accumulation_steps,8.0
1773847448.8259733,train_step,240,2,system/cuda_memory_allocated_gb,16.85233783721924
1773847448.8259733,train_step,240,2,system/cuda_max_memory_allocated_gb,60.84816789627075
1773847527.7394445,train_step,250,2,train/step_loss,1.0023332100648146
1773847527.7394445,train_step,250,2,train/step_real_loss,0.9728286564350128
1773847527.7394445,train_step,250,2,train/lr,2.5130790832697737e-05
1773847527.7394445,train_step,250,2,train/step_canary_loss,2.890625
1773847527.7394445,train_step,250,2,perf/step_duration_sec,8.24364663194865
1773847527.7394445,train_step,250,2,perf/samples_per_sec,7.884860050658815
1773847527.7394445,train_step,250,2,perf/tokens_per_sec,5500.114454721866
1773847527.7394445,train_step,250,2,perf/logical_batch_size,65.0
1773847527.7394445,train_step,250,2,perf/logical_token_count,45341.0
1773847527.7394445,train_step,250,2,perf/gradient_accumulation_steps,8.0
1773847527.7394445,train_step,250,2,system/cuda_memory_allocated_gb,16.85233783721924
1773847527.7394445,train_step,250,2,system/cuda_max_memory_allocated_gb,60.84816789627075
1773847548.8306634,eval_step,250,2,eval/loss,0.9464517607317342
1773847548.8306634,eval_step,250,2,eval/duration_sec,21.085849778959528
1773847631.4214828,train_step,260,2,train/step_loss,1.0758904056115584
1773847631.4214828,train_step,260,2,train/step_real_loss,0.9906154796481133
1773847631.4214828,train_step,260,2,train/lr,2.1310878729063642e-05
1773847631.4214828,train_step,260,2,train/step_canary_loss,3.8046875
1773847631.4214828,train_step,260,2,perf/step_duration_sec,8.149904164019972
1773847631.4214828,train_step,260,2,perf/samples_per_sec,8.098254736709105
1773847631.4214828,train_step,260,2,perf/tokens_per_sec,6327.313666786037
1773847631.4214828,train_step,260,2,perf/logical_batch_size,66.0
1773847631.4214828,train_step,260,2,perf/logical_token_count,51567.0
1773847631.4214828,train_step,260,2,perf/gradient_accumulation_steps,8.0
1773847631.4214828,train_step,260,2,system/cuda_memory_allocated_gb,17.044722080230713
1773847631.4214828,train_step,260,2,system/cuda_max_memory_allocated_gb,60.84816789627075
1773847712.8631833,train_step,270,2,train/step_loss,1.1142344745722683
1773847712.8631833,train_step,270,2,train/step_real_loss,0.9749820455908775
1773847712.8631833,train_step,270,2,train/lr,1.7725963113612998e-05
1773847712.8631833,train_step,270,2,train/step_canary_loss,5.5703125
1773847712.8631833,train_step,270,2,perf/step_duration_sec,7.97826447407715
1773847712.8631833,train_step,270,2,perf/samples_per_sec,8.272475826596892
1773847712.8631833,train_step,270,2,perf/tokens_per_sec,6396.37858155898
1773847712.8631833,train_step,270,2,perf/logical_batch_size,66.0
1773847712.8631833,train_step,270,2,perf/logical_token_count,51032.0
1773847712.8631833,train_step,270,2,perf/gradient_accumulation_steps,8.0
1773847712.8631833,train_step,270,2,system/cuda_memory_allocated_gb,16.85233783721924
1773847712.8631833,train_step,270,2,system/cuda_max_memory_allocated_gb,60.84816789627075
1773847793.1259449,train_step,280,2,train/step_loss,1.0694914211088151
1773847793.1259449,train_step,280,2,train/step_real_loss,1.0146433636546135
1773847793.1259449,train_step,280,2,train/lr,1.4405408516967328e-05
1773847793.1259449,train_step,280,2,train/step_canary_loss,2.2395833333333335
1773847793.1259449,train_step,280,2,perf/step_duration_sec,8.121065079933032
1773847793.1259449,train_step,280,2,perf/samples_per_sec,8.25014937579499
1773847793.1259449,train_step,280,2,perf/tokens_per_sec,6357.909891349593
1773847793.1259449,train_step,280,2,perf/logical_batch_size,67.0
1773847793.1259449,train_step,280,2,perf/logical_token_count,51633.0
1773847793.1259449,train_step,280,2,perf/gradient_accumulation_steps,8.0
1773847793.1259449,train_step,280,2,system/cuda_memory_allocated_gb,16.85233783721924
1773847793.1259449,train_step,280,2,system/cuda_max_memory_allocated_gb,60.84869050979614
1773847869.4765995,train_step,290,2,train/step_loss,0.9731774203705065
1773847869.4765995,train_step,290,2,train/step_real_loss,0.9380374550819397
1773847869.4765995,train_step,290,2,train/lr,1.1376414052744056e-05
1773847869.4765995,train_step,290,2,train/step_canary_loss,2.09765625
1773847869.4765995,train_step,290,2,perf/step_duration_sec,7.720702049089596
1773847869.4765995,train_step,290,2,perf/samples_per_sec,8.54844541083962
1773847869.4765995,train_step,290,2,perf/tokens_per_sec,6774.642988090398
1773847869.4765995,train_step,290,2,perf/logical_batch_size,66.0
1773847869.4765995,train_step,290,2,perf/logical_token_count,52305.0
1773847869.4765995,train_step,290,2,perf/gradient_accumulation_steps,8.0
1773847869.4765995,train_step,290,2,system/cuda_memory_allocated_gb,16.85233783721924
1773847869.4765995,train_step,290,2,system/cuda_max_memory_allocated_gb,60.84869050979614
1773847946.6124372,train_step,300,2,train/step_loss,1.0307691061135493
1773847946.6124372,train_step,300,2,train/step_real_loss,1.0040206909179688
1773847946.6124372,train_step,300,2,train/lr,8.66379062592345e-06
1773847946.6124372,train_step,300,2,train/step_canary_loss,1.88671875
1773847946.6124372,train_step,300,2,perf/step_duration_sec,7.759747894015163
1773847946.6124372,train_step,300,2,perf/samples_per_sec,8.505430962635218
1773847946.6124372,train_step,300,2,perf/tokens_per_sec,6224.171282323573
1773847946.6124372,train_step,300,2,perf/logical_batch_size,66.0
1773847946.6124372,train_step,300,2,perf/logical_token_count,48298.0
1773847946.6124372,train_step,300,2,perf/gradient_accumulation_steps,8.0
1773847946.6124372,train_step,300,2,system/cuda_memory_allocated_gb,17.044722080230713
1773847946.6124372,train_step,300,2,system/cuda_max_memory_allocated_gb,60.84869050979614
1773847966.612822,eval_step,300,2,eval/loss,0.9457971912312817
1773847966.612822,eval_step,300,2,eval/duration_sec,19.98325987579301
1773848043.95005,train_step,310,2,train/step_loss,1.0016437012757828
1773848043.95005,train_step,310,2,train/step_real_loss,0.9807856976985931
1773848043.95005,train_step,310,2,train/lr,6.2897577033565965e-06
1773848043.95005,train_step,310,2,train/step_canary_loss,1.4466145833333333
1773848043.95005,train_step,310,2,perf/step_duration_sec,7.719462159788236
1773848043.95005,train_step,310,2,perf/samples_per_sec,8.679361154072678
1773848043.95005,train_step,310,2,perf/tokens_per_sec,6271.6804613921595
1773848043.95005,train_step,310,2,perf/logical_batch_size,67.0
1773848043.95005,train_step,310,2,perf/logical_token_count,48414.0
1773848043.95005,train_step,310,2,perf/gradient_accumulation_steps,8.0
1773848043.95005,train_step,310,2,system/cuda_memory_allocated_gb,16.85233783721924
1773848043.95005,train_step,310,2,system/cuda_max_memory_allocated_gb,60.84869050979614
1773848122.1587205,train_step,320,2,train/step_loss,0.9575878876906175
1773848122.1587205,train_step,320,2,train/step_real_loss,0.9505775347352028
1773848122.1587205,train_step,320,2,train/lr,4.2737613110951925e-06
1773848122.1587205,train_step,320,2,train/step_canary_loss,1.40625
1773848122.1587205,train_step,320,2,perf/step_duration_sec,7.7270688829012215
1773848122.1587205,train_step,320,2,perf/samples_per_sec,8.411986612910194
1773848122.1587205,train_step,320,2,perf/tokens_per_sec,6291.130665027544
1773848122.1587205,train_step,320,2,perf/logical_batch_size,65.0
1773848122.1587205,train_step,320,2,perf/logical_token_count,48612.0
1773848122.1587205,train_step,320,2,perf/gradient_accumulation_steps,8.0
1773848122.1587205,train_step,320,2,system/cuda_memory_allocated_gb,16.85233783721924
1773848122.1587205,train_step,320,2,system/cuda_max_memory_allocated_gb,60.84869050979614
1773848200.6989753,train_step,330,2,train/step_loss,1.0191495253489569
1773848200.6989753,train_step,330,2,train/step_real_loss,0.9818510636687279
1773848200.6989753,train_step,330,2,train/lr,2.6323147493514833e-06
1773848200.6989753,train_step,330,2,train/step_canary_loss,3.40625
1773848200.6989753,train_step,330,2,perf/step_duration_sec,7.586550263920799
1773848200.6989753,train_step,330,2,perf/samples_per_sec,8.567794022155125
1773848200.6989753,train_step,330,2,perf/tokens_per_sec,6317.495875290012
1773848200.6989753,train_step,330,2,perf/logical_batch_size,65.0
1773848200.6989753,train_step,330,2,perf/logical_token_count,47928.0
1773848200.6989753,train_step,330,2,perf/gradient_accumulation_steps,8.0
1773848200.6989753,train_step,330,2,system/cuda_memory_allocated_gb,16.85233783721924
1773848200.6989753,train_step,330,2,system/cuda_max_memory_allocated_gb,60.84869050979614
1773848281.642083,train_step,340,2,train/step_loss,1.0784487796552253
1773848281.642083,train_step,340,2,train/step_real_loss,1.0184003114700317
1773848281.642083,train_step,340,2,train/lr,1.3788633298137288e-06
1773848281.642083,train_step,340,2,train/step_canary_loss,3.0
1773848281.642083,train_step,340,2,perf/step_duration_sec,8.599153365008533
1773848281.642083,train_step,340,2,perf/samples_per_sec,7.675174194306803
1773848281.642083,train_step,340,2,perf/tokens_per_sec,5509.263294777043
1773848281.642083,train_step,340,2,perf/logical_batch_size,66.0
1773848281.642083,train_step,340,2,perf/logical_token_count,47375.0
1773848281.642083,train_step,340,2,perf/gradient_accumulation_steps,8.0
1773848281.642083,train_step,340,2,system/cuda_memory_allocated_gb,16.85233783721924
1773848281.642083,train_step,340,2,system/cuda_max_memory_allocated_gb,60.84869050979614
1773848363.9098017,train_step,350,2,train/step_loss,1.1414880389752595
1773848363.9098017,train_step,350,2,train/step_real_loss,0.950454406440258
1773848363.9098017,train_step,350,2,train/lr,5.236742432724262e-07
1773848363.9098017,train_step,350,2,train/step_canary_loss,3.58671875
1773848363.9098017,train_step,350,2,perf/step_duration_sec,8.310993053019047
1773848363.9098017,train_step,350,2,perf/samples_per_sec,8.302256969753463
1773848363.9098017,train_step,350,2,perf/tokens_per_sec,6413.433347852161
1773848363.9098017,train_step,350,2,perf/logical_batch_size,69.0
1773848363.9098017,train_step,350,2,perf/logical_token_count,53302.0
1773848363.9098017,train_step,350,2,perf/gradient_accumulation_steps,8.0
1773848363.9098017,train_step,350,2,system/cuda_memory_allocated_gb,16.85233783721924
1773848363.9098017,train_step,350,2,system/cuda_max_memory_allocated_gb,60.84869050979614
1773848384.8834276,eval_step,350,2,eval/loss,0.9456373546030614
1773848384.8834276,eval_step,350,2,eval/duration_sec,20.951530331978574
1773848463.9385724,train_step,360,2,train/step_loss,1.0201530621601984
1773848463.9385724,train_step,360,2,train/step_real_loss,0.9811613112688065
1773848463.9385724,train_step,360,2,train/lr,7.375245966623756e-08
1773848463.9385724,train_step,360,2,train/step_canary_loss,3.515625
1773848463.9385724,train_step,360,2,perf/step_duration_sec,7.831112121930346
1773848463.9385724,train_step,360,2,perf/samples_per_sec,8.300225943384616
1773848463.9385724,train_step,360,2,perf/tokens_per_sec,6854.454279830759
1773848463.9385724,train_step,360,2,perf/logical_batch_size,65.0
1773848463.9385724,train_step,360,2,perf/logical_token_count,53678.0
1773848463.9385724,train_step,360,2,perf/gradient_accumulation_steps,8.0
1773848463.9385724,train_step,360,2,system/cuda_memory_allocated_gb,16.85233783721924
1773848463.9385724,train_step,360,2,system/cuda_max_memory_allocated_gb,60.84869050979614
1773848532.3133028,train_epoch,366,2,train/epoch_loss,1.0387111434896155
1773848532.3133028,train_epoch,366,2,train/epoch_real_loss,0.9917015731131118
1773848532.3133028,train_epoch,366,2,train/epoch_canary_loss,3.26868664640822
1773848532.3133028,train_epoch,366,2,perf/epoch_duration_sec,1556.666436379077
1773848532.3133028,train_epoch,366,2,perf/epoch_samples_per_sec,30.74068977250494
1773848532.3133028,train_epoch,366,2,perf/epoch_tokens_per_sec,23919.13266056493
1773848532.3133028,train_epoch,366,2,perf/epoch_samples,47853.0
1773848532.3133028,train_epoch,366,2,perf/epoch_tokens,37234111.0
1773848532.3133028,train_epoch,366,2,system/cuda_epoch_peak_memory_gb,60.84869050979614
1773848532.3133028,train_epoch,366,2,eval/loss,0.9456853411801449
1773848532.3133028,train_epoch,366,2,eval/duration_sec,21.018074851948768
1773848539.6229737,audit_epoch,366,2,audit/delta,1e-05
1773848539.6229737,audit_epoch,366,2,audit/num_canaries,500.0
1773848539.6229737,audit_epoch,366,2,audit/num_members,250.0
1773848539.6229737,audit_epoch,366,2,audit/paper_guess_fraction,0.2
1773848539.6229737,audit_epoch,366,2,audit/paper_guess_steps,20.0
1773848539.6229737,audit_epoch,366,2,audit/loss/auc,1.0
1773848539.6229737,audit_epoch,366,2,audit/loss/empirical_epsilon/0.05,3.4791953936219215
1773848539.6229737,audit_epoch,366,2,audit/loss/empirical_epsilon/0.01,3.023197554051876
1773848539.6229737,audit_epoch,366,2,audit/loss/empirical_epsilon_details/0.05/epsilon,3.4791953936219215
1773848539.6229737,audit_epoch,366,2,audit/loss/empirical_epsilon_details/0.05/num_guesses,100.0
1773848539.6229737,audit_epoch,366,2,audit/loss/empirical_epsilon_details/0.05/correct_guesses,100.0
1773848539.6229737,audit_epoch,366,2,audit/loss/empirical_epsilon_details/0.01/epsilon,3.023197554051876
1773848539.6229737,audit_epoch,366,2,audit/loss/empirical_epsilon_details/0.01/num_guesses,100.0
1773848539.6229737,audit_epoch,366,2,audit/loss/empirical_epsilon_details/0.01/correct_guesses,100.0
1773848539.6229737,audit_epoch,366,2,audit/embedding/auc,1.0
1773848539.6229737,audit_epoch,366,2,audit/embedding/empirical_epsilon/0.05,3.4791953936219215
1773848539.6229737,audit_epoch,366,2,audit/embedding/empirical_epsilon/0.01,3.023197554051876
1773848539.6229737,audit_epoch,366,2,audit/embedding/empirical_epsilon_details/0.05/epsilon,3.4791953936219215
1773848539.6229737,audit_epoch,366,2,audit/embedding/empirical_epsilon_details/0.05/num_guesses,100.0
1773848539.6229737,audit_epoch,366,2,audit/embedding/empirical_epsilon_details/0.05/correct_guesses,100.0
1773848539.6229737,audit_epoch,366,2,audit/embedding/empirical_epsilon_details/0.01/epsilon,3.023197554051876
1773848539.6229737,audit_epoch,366,2,audit/embedding/empirical_epsilon_details/0.01/num_guesses,100.0
1773848539.6229737,audit_epoch,366,2,audit/embedding/empirical_epsilon_details/0.01/correct_guesses,100.0
1773848539.6229737,audit_epoch,366,2,perf/audit_duration_sec,5.547323588980362
1773848547.60095,audit_final,366,2,audit/delta,1e-05
1773848547.60095,audit_final,366,2,audit/num_canaries,500.0
1773848547.60095,audit_final,366,2,audit/num_members,250.0
1773848547.60095,audit_final,366,2,audit/paper_guess_fraction,0.2
1773848547.60095,audit_final,366,2,audit/paper_guess_steps,20.0
1773848547.60095,audit_final,366,2,audit/loss/auc,0.999984
1773848547.60095,audit_final,366,2,audit/loss/empirical_epsilon/0.05,3.4791953936219215
1773848547.60095,audit_final,366,2,audit/loss/empirical_epsilon/0.01,3.023197554051876
1773848547.60095,audit_final,366,2,audit/loss/empirical_epsilon_details/0.05/epsilon,3.4791953936219215
1773848547.60095,audit_final,366,2,audit/loss/empirical_epsilon_details/0.05/num_guesses,100.0
1773848547.60095,audit_final,366,2,audit/loss/empirical_epsilon_details/0.05/correct_guesses,100.0
1773848547.60095,audit_final,366,2,audit/loss/empirical_epsilon_details/0.01/epsilon,3.023197554051876
1773848547.60095,audit_final,366,2,audit/loss/empirical_epsilon_details/0.01/num_guesses,100.0
1773848547.60095,audit_final,366,2,audit/loss/empirical_epsilon_details/0.01/correct_guesses,100.0
1773848547.60095,audit_final,366,2,audit/embedding/auc,1.0
1773848547.60095,audit_final,366,2,audit/embedding/empirical_epsilon/0.05,3.4791953936219215
1773848547.60095,audit_final,366,2,audit/embedding/empirical_epsilon/0.01,3.023197554051876
1773848547.60095,audit_final,366,2,audit/embedding/empirical_epsilon_details/0.05/epsilon,3.4791953936219215
1773848547.60095,audit_final,366,2,audit/embedding/empirical_epsilon_details/0.05/num_guesses,100.0
1773848547.60095,audit_final,366,2,audit/embedding/empirical_epsilon_details/0.05/correct_guesses,100.0
1773848547.60095,audit_final,366,2,audit/embedding/empirical_epsilon_details/0.01/epsilon,3.023197554051876
1773848547.60095,audit_final,366,2,audit/embedding/empirical_epsilon_details/0.01/num_guesses,100.0
1773848547.60095,audit_final,366,2,audit/embedding/empirical_epsilon_details/0.01/correct_guesses,100.0
1773848548.142728,energy_final,366,,energy/codecarbon/duration,3257.8297634990886
1773848548.142728,energy_final,366,,energy/codecarbon/emissions,0.046521798865538776
1773848548.142728,energy_final,366,,energy/codecarbon/emissions_rate,1.427999688221026e-05
1773848548.142728,energy_final,366,,energy/codecarbon/cpu_power,84.78240267963766
1773848548.142728,energy_final,366,,energy/codecarbon/gpu_power,1356.0935826800528
1773848548.142728,energy_final,366,,energy/codecarbon/ram_power,38.0
1773848548.142728,energy_final,366,,energy/codecarbon/cpu_energy,0.0740143041223195
1773848548.142728,energy_final,366,,energy/codecarbon/gpu_energy,1.2279951440620138
1773848548.142728,energy_final,366,,energy/codecarbon/ram_energy,0.033174056839308075
1773848548.142728,energy_final,366,,energy/codecarbon/energy_consumed,1.3351835050236422
1773848548.142728,energy_final,366,,energy/codecarbon/water_consumed,0.0
1773848548.142728,energy_final,366,,energy/codecarbon/cpu_count,8.0
1773848548.142728,energy_final,366,,energy/codecarbon/gpu_count,5.0
1773848548.142728,energy_final,366,,energy/codecarbon/longitude,8.212
1773848548.142728,energy_final,366,,energy/codecarbon/latitude,47.4843
1773848548.142728,energy_final,366,,energy/codecarbon/ram_total_size,128.0
1773848548.142728,energy_final,366,,energy/codecarbon/cpu_utilization_percent,12.756927339901509
1773848548.142728,energy_final,366,,energy/codecarbon/gpu_utilization_percent,63.19950738916256
1773848548.142728,energy_final,366,,energy/codecarbon/ram_utilization_percent,10.355603448275856
1773848548.142728,energy_final,366,,energy/codecarbon/ram_used_gb,208.74299130651164
1773848548.142728,energy_final,366,,energy/codecarbon/pue,1.0
1773848548.142728,energy_final,366,,energy/codecarbon/wue,0.0