gokuls commited on
Commit
ce5babe
·
1 Parent(s): fc11c0d

End of training

Browse files
all_results.json CHANGED
@@ -1,15 +1,15 @@
1
  {
2
- "epoch": 1.68,
3
- "eval_accuracy": 0.04649617638874198,
4
- "eval_loss": 7.248337268829346,
5
- "eval_runtime": 1089.9778,
6
  "eval_samples": 308356,
7
- "eval_samples_per_second": 282.901,
8
- "eval_steps_per_second": 4.421,
9
- "perplexity": 1405.7654937797597,
10
- "train_loss": 7.267765480606534,
11
- "train_runtime": 107993.7891,
12
  "train_samples": 5858758,
13
- "train_samples_per_second": 271.254,
14
- "train_steps_per_second": 4.238
15
  }
 
1
  {
2
+ "epoch": 0.83,
3
+ "eval_accuracy": 0.40697412606335615,
4
+ "eval_loss": 3.4868204593658447,
5
+ "eval_runtime": 1888.0775,
6
  "eval_samples": 308356,
7
+ "eval_samples_per_second": 163.317,
8
+ "eval_steps_per_second": 3.403,
9
+ "perplexity": 32.68186900218674,
10
+ "train_loss": 5.001880543803223,
11
+ "train_runtime": 107986.7352,
12
  "train_samples": 5858758,
13
+ "train_samples_per_second": 271.272,
14
+ "train_steps_per_second": 5.652
15
  }
eval_results.json CHANGED
@@ -1,10 +1,10 @@
1
  {
2
- "epoch": 1.68,
3
- "eval_accuracy": 0.04649617638874198,
4
- "eval_loss": 7.248337268829346,
5
- "eval_runtime": 1089.9778,
6
  "eval_samples": 308356,
7
- "eval_samples_per_second": 282.901,
8
- "eval_steps_per_second": 4.421,
9
- "perplexity": 1405.7654937797597
10
  }
 
1
  {
2
+ "epoch": 0.83,
3
+ "eval_accuracy": 0.40697412606335615,
4
+ "eval_loss": 3.4868204593658447,
5
+ "eval_runtime": 1888.0775,
6
  "eval_samples": 308356,
7
+ "eval_samples_per_second": 163.317,
8
+ "eval_steps_per_second": 3.403,
9
+ "perplexity": 32.68186900218674
10
  }
logs/events.out.tfevents.1685683737.serv-9215.2249698.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d102a9cd5cdc2ca795a72f1ac64a288ed7c904ee0daa86b005f62850978fd9b3
3
+ size 369
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 1.68,
3
- "train_loss": 7.267765480606534,
4
- "train_runtime": 107993.7891,
5
  "train_samples": 5858758,
6
- "train_samples_per_second": 271.254,
7
- "train_steps_per_second": 4.238
8
  }
 
1
  {
2
+ "epoch": 0.83,
3
+ "train_loss": 5.001880543803223,
4
+ "train_runtime": 107986.7352,
5
  "train_samples": 5858758,
6
+ "train_samples_per_second": 271.272,
7
+ "train_steps_per_second": 5.652
8
  }
trainer_state.json CHANGED
@@ -1,2002 +1,1333 @@
1
  {
2
- "best_metric": 7.248694896697998,
3
- "best_model_checkpoint": "bert_12_layer_model_v1_complete_training_new_wt_init/checkpoint-10000",
4
- "epoch": 1.6785370969151447,
5
- "global_step": 153660,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
9
  "log_history": [
10
  {
11
- "epoch": 0.01,
12
- "learning_rate": 0.0006747425010840046,
13
- "loss": 7.3457,
14
  "step": 500
15
  },
16
  {
17
  "epoch": 0.01,
18
- "learning_rate": 0.0007499999999999999,
19
- "loss": 7.2893,
20
  "step": 1000
21
  },
22
  {
23
- "epoch": 0.02,
24
- "learning_rate": 0.0007940228147639202,
25
- "loss": 7.2584,
26
  "step": 1500
27
  },
28
  {
29
  "epoch": 0.02,
30
- "learning_rate": 0.0008252574989159952,
31
- "loss": 7.2503,
32
  "step": 2000
33
  },
34
  {
35
- "epoch": 0.03,
36
- "learning_rate": 0.0008494850021680092,
37
- "loss": 7.2516,
38
  "step": 2500
39
  },
40
  {
41
- "epoch": 0.03,
42
- "learning_rate": 0.0008692803136799154,
43
- "loss": 7.2459,
44
  "step": 3000
45
  },
46
  {
47
- "epoch": 0.04,
48
- "learning_rate": 0.0008860170110875688,
49
- "loss": 7.2518,
50
  "step": 3500
51
  },
52
  {
53
- "epoch": 0.04,
54
- "learning_rate": 0.0009005149978319905,
55
- "loss": 7.2467,
56
  "step": 4000
57
  },
58
  {
59
- "epoch": 0.05,
60
- "learning_rate": 0.0009133031284438358,
61
- "loss": 7.2471,
62
  "step": 4500
63
  },
64
  {
65
- "epoch": 0.05,
66
- "learning_rate": 0.0009247425010840047,
67
- "loss": 7.2529,
68
  "step": 5000
69
  },
70
  {
71
- "epoch": 0.06,
72
- "learning_rate": 0.0009350906723735609,
73
- "loss": 7.2436,
74
  "step": 5500
75
  },
76
  {
77
- "epoch": 0.07,
78
- "learning_rate": 0.0009445378125959107,
79
- "loss": 7.2508,
80
  "step": 6000
81
  },
82
  {
83
- "epoch": 0.07,
84
- "learning_rate": 0.0009532283391607137,
85
- "loss": 7.2413,
86
  "step": 6500
87
  },
88
  {
89
- "epoch": 0.08,
90
- "learning_rate": 0.000961274510003564,
91
- "loss": 7.2417,
92
  "step": 7000
93
  },
94
  {
95
- "epoch": 0.08,
96
- "learning_rate": 0.000968765315847925,
97
- "loss": 7.2471,
98
  "step": 7500
99
  },
100
  {
101
- "epoch": 0.09,
102
- "learning_rate": 0.0009757724967479857,
103
- "loss": 7.2455,
104
  "step": 8000
105
  },
106
  {
107
- "epoch": 0.09,
108
- "learning_rate": 0.000982354731428573,
109
- "loss": 7.2509,
110
  "step": 8500
111
  },
112
  {
113
- "epoch": 0.1,
114
- "learning_rate": 0.000988560627359831,
115
- "loss": 7.2504,
116
  "step": 9000
117
  },
118
  {
119
- "epoch": 0.1,
120
- "learning_rate": 0.0009944309013222117,
121
- "loss": 7.2441,
122
  "step": 9500
123
  },
124
  {
125
- "epoch": 0.11,
126
- "learning_rate": 0.0009999999999999998,
127
- "loss": 7.2428,
128
  "step": 10000
129
  },
130
  {
131
- "epoch": 0.11,
132
- "eval_accuracy": 0.046582492639500865,
133
- "eval_loss": 7.248694896697998,
134
- "eval_runtime": 1091.4066,
135
- "eval_samples_per_second": 282.531,
136
- "eval_steps_per_second": 4.415,
137
  "step": 10000
138
  },
139
  {
140
- "epoch": 0.11,
141
- "learning_rate": 0.0009988854641293666,
142
- "loss": 7.2491,
143
  "step": 10500
144
  },
145
  {
146
- "epoch": 0.12,
147
- "learning_rate": 0.0009977686947199142,
148
- "loss": 7.2456,
149
  "step": 11000
150
  },
151
  {
152
- "epoch": 0.13,
153
- "learning_rate": 0.0009966519253104618,
154
- "loss": 7.241,
155
  "step": 11500
156
  },
157
  {
158
- "epoch": 0.13,
159
- "learning_rate": 0.0009955351559010096,
160
- "loss": 7.2411,
161
  "step": 12000
162
  },
163
  {
164
- "epoch": 0.14,
165
- "learning_rate": 0.0009944183864915572,
166
- "loss": 7.2474,
167
  "step": 12500
168
  },
169
  {
170
- "epoch": 0.14,
171
- "learning_rate": 0.0009933016170821049,
172
- "loss": 7.2471,
173
  "step": 13000
174
  },
175
  {
176
- "epoch": 0.15,
177
- "learning_rate": 0.0009921848476726527,
178
- "loss": 7.2493,
179
  "step": 13500
180
  },
181
  {
182
- "epoch": 0.15,
183
- "learning_rate": 0.0009910680782632003,
184
- "loss": 7.2503,
185
  "step": 14000
186
  },
187
  {
188
- "epoch": 0.16,
189
- "learning_rate": 0.000989951308853748,
190
- "loss": 7.249,
191
  "step": 14500
192
  },
193
  {
194
- "epoch": 0.16,
195
- "learning_rate": 0.0009888345394442955,
196
- "loss": 7.2511,
197
  "step": 15000
198
  },
199
  {
200
- "epoch": 0.17,
201
- "learning_rate": 0.0009877177700348431,
202
- "loss": 7.2494,
203
  "step": 15500
204
  },
205
  {
206
- "epoch": 0.17,
207
- "learning_rate": 0.000986601000625391,
208
- "loss": 7.2477,
209
  "step": 16000
210
  },
211
  {
212
- "epoch": 0.18,
213
- "learning_rate": 0.0009854842312159386,
214
- "loss": 7.2449,
215
  "step": 16500
216
  },
217
  {
218
- "epoch": 0.19,
219
- "learning_rate": 0.0009843674618064862,
220
- "loss": 7.3275,
221
  "step": 17000
222
  },
223
  {
224
- "epoch": 0.19,
225
- "learning_rate": 0.000983250692397034,
226
- "loss": 7.2854,
227
  "step": 17500
228
  },
229
  {
230
- "epoch": 0.2,
231
- "learning_rate": 0.0009821339229875816,
232
- "loss": 7.2771,
233
  "step": 18000
234
  },
235
  {
236
- "epoch": 0.2,
237
- "learning_rate": 0.0009810171535781292,
238
- "loss": 7.2762,
239
  "step": 18500
240
  },
241
  {
242
- "epoch": 0.21,
243
- "learning_rate": 0.0009799003841686768,
244
- "loss": 7.2704,
245
  "step": 19000
246
  },
247
  {
248
- "epoch": 0.21,
249
- "learning_rate": 0.0009787836147592244,
250
- "loss": 7.2752,
251
  "step": 19500
252
  },
253
  {
254
- "epoch": 0.22,
255
- "learning_rate": 0.0009776668453497723,
256
- "loss": 7.2794,
257
  "step": 20000
258
  },
259
  {
260
- "epoch": 0.22,
261
- "eval_accuracy": 0.042795053620331966,
262
- "eval_loss": 7.274324893951416,
263
- "eval_runtime": 1087.5047,
264
- "eval_samples_per_second": 283.545,
265
- "eval_steps_per_second": 4.431,
266
  "step": 20000
267
  },
268
  {
269
- "epoch": 0.22,
270
- "learning_rate": 0.0009765500759403199,
271
- "loss": 7.2712,
272
  "step": 20500
273
  },
274
  {
275
- "epoch": 0.23,
276
- "learning_rate": 0.0009754333065308675,
277
- "loss": 7.2747,
278
  "step": 21000
279
  },
280
  {
281
- "epoch": 0.23,
282
- "learning_rate": 0.0009743165371214152,
283
- "loss": 7.2696,
284
  "step": 21500
285
  },
286
  {
287
- "epoch": 0.24,
288
- "learning_rate": 0.0009731997677119628,
289
- "loss": 7.2696,
290
  "step": 22000
291
  },
292
  {
293
- "epoch": 0.25,
294
- "learning_rate": 0.0009720829983025105,
295
- "loss": 7.2731,
296
  "step": 22500
297
  },
298
  {
299
- "epoch": 0.25,
300
- "learning_rate": 0.0009709662288930582,
301
- "loss": 7.279,
302
  "step": 23000
303
  },
304
  {
305
- "epoch": 0.26,
306
- "learning_rate": 0.0009698494594836058,
307
- "loss": 7.2766,
308
  "step": 23500
309
  },
310
  {
311
- "epoch": 0.26,
312
- "learning_rate": 0.0009687326900741536,
313
- "loss": 7.2746,
314
  "step": 24000
315
  },
316
  {
317
- "epoch": 0.27,
318
- "learning_rate": 0.0009676159206647012,
319
- "loss": 7.2709,
320
  "step": 24500
321
  },
322
  {
323
- "epoch": 0.27,
324
- "learning_rate": 0.0009664991512552488,
325
- "loss": 7.2734,
326
  "step": 25000
327
  },
328
  {
329
- "epoch": 0.28,
330
- "learning_rate": 0.0009653823818457965,
331
- "loss": 7.2698,
332
  "step": 25500
333
  },
334
  {
335
- "epoch": 0.28,
336
- "learning_rate": 0.0009642656124363441,
337
- "loss": 7.2707,
338
  "step": 26000
339
  },
340
  {
341
- "epoch": 0.29,
342
- "learning_rate": 0.0009631488430268918,
343
- "loss": 7.2745,
344
  "step": 26500
345
  },
346
  {
347
- "epoch": 0.29,
348
- "learning_rate": 0.0009620320736174395,
349
- "loss": 7.2758,
350
  "step": 27000
351
  },
352
  {
353
- "epoch": 0.3,
354
- "learning_rate": 0.0009609153042079872,
355
- "loss": 7.2743,
356
  "step": 27500
357
  },
358
  {
359
- "epoch": 0.31,
360
- "learning_rate": 0.0009597985347985349,
361
- "loss": 7.2691,
362
  "step": 28000
363
  },
364
  {
365
- "epoch": 0.31,
366
- "learning_rate": 0.0009586817653890825,
367
- "loss": 7.274,
368
  "step": 28500
369
  },
370
  {
371
- "epoch": 0.32,
372
- "learning_rate": 0.0009575649959796301,
373
- "loss": 7.2672,
374
  "step": 29000
375
  },
376
  {
377
- "epoch": 0.32,
378
- "learning_rate": 0.0009564482265701778,
379
- "loss": 7.271,
380
  "step": 29500
381
  },
382
  {
383
- "epoch": 0.33,
384
- "learning_rate": 0.0009553314571607254,
385
- "loss": 7.2728,
386
  "step": 30000
387
  },
388
  {
389
- "epoch": 0.33,
390
- "eval_accuracy": 0.04657237483272306,
391
- "eval_loss": 7.2698187828063965,
392
- "eval_runtime": 1086.2524,
393
- "eval_samples_per_second": 283.871,
394
- "eval_steps_per_second": 4.436,
395
  "step": 30000
396
  },
397
  {
398
- "epoch": 0.33,
399
- "learning_rate": 0.0009542146877512731,
400
- "loss": 7.2713,
401
  "step": 30500
402
  },
403
  {
404
- "epoch": 0.34,
405
- "learning_rate": 0.0009530979183418209,
406
- "loss": 7.2724,
407
  "step": 31000
408
  },
409
  {
410
- "epoch": 0.34,
411
- "learning_rate": 0.0009519811489323685,
412
- "loss": 7.2695,
413
  "step": 31500
414
  },
415
  {
416
- "epoch": 0.35,
417
- "learning_rate": 0.0009508643795229162,
418
- "loss": 7.2689,
419
  "step": 32000
420
  },
421
  {
422
- "epoch": 0.36,
423
- "learning_rate": 0.0009497476101134638,
424
- "loss": 7.2713,
425
  "step": 32500
426
  },
427
  {
428
- "epoch": 0.36,
429
- "learning_rate": 0.0009486308407040115,
430
- "loss": 7.2706,
431
  "step": 33000
432
  },
433
  {
434
- "epoch": 0.37,
435
- "learning_rate": 0.0009475140712945591,
436
- "loss": 7.2713,
437
  "step": 33500
438
  },
439
  {
440
- "epoch": 0.37,
441
- "learning_rate": 0.0009463973018851067,
442
- "loss": 7.2701,
443
  "step": 34000
444
  },
445
  {
446
- "epoch": 0.38,
447
- "learning_rate": 0.0009452805324756544,
448
- "loss": 7.2678,
449
  "step": 34500
450
  },
451
  {
452
- "epoch": 0.38,
453
- "learning_rate": 0.0009441637630662021,
454
- "loss": 7.2679,
455
  "step": 35000
456
  },
457
  {
458
- "epoch": 0.39,
459
- "learning_rate": 0.0009430469936567498,
460
- "loss": 7.2654,
461
  "step": 35500
462
  },
463
  {
464
- "epoch": 0.39,
465
- "learning_rate": 0.0009419302242472975,
466
- "loss": 7.2714,
467
  "step": 36000
468
  },
469
  {
470
- "epoch": 0.4,
471
- "learning_rate": 0.0009408134548378451,
472
- "loss": 7.2653,
473
  "step": 36500
474
  },
475
  {
476
- "epoch": 0.4,
477
- "learning_rate": 0.0009396966854283928,
478
- "loss": 7.2719,
479
  "step": 37000
480
  },
481
  {
482
- "epoch": 0.41,
483
- "learning_rate": 0.0009385799160189404,
484
- "loss": 7.2651,
485
  "step": 37500
486
  },
487
  {
488
- "epoch": 0.42,
489
- "learning_rate": 0.000937463146609488,
490
- "loss": 7.2615,
491
  "step": 38000
492
  },
493
  {
494
- "epoch": 0.42,
495
- "learning_rate": 0.0009363463772000358,
496
- "loss": 7.2741,
497
  "step": 38500
498
  },
499
  {
500
- "epoch": 0.43,
501
- "learning_rate": 0.0009352296077905834,
502
- "loss": 7.2687,
503
  "step": 39000
504
  },
505
  {
506
- "epoch": 0.43,
507
- "learning_rate": 0.0009341128383811311,
508
- "loss": 7.2716,
509
  "step": 39500
510
  },
511
  {
512
- "epoch": 0.44,
513
- "learning_rate": 0.0009329960689716788,
514
- "loss": 7.2677,
515
  "step": 40000
516
  },
517
  {
518
- "epoch": 0.44,
519
- "eval_accuracy": 0.04655514477110356,
520
- "eval_loss": 7.268786907196045,
521
- "eval_runtime": 1084.8951,
522
- "eval_samples_per_second": 284.227,
523
- "eval_steps_per_second": 4.442,
524
  "step": 40000
525
  },
526
  {
527
- "epoch": 0.44,
528
- "learning_rate": 0.0009318792995622264,
529
- "loss": 7.2671,
530
  "step": 40500
531
  },
532
  {
533
- "epoch": 0.45,
534
- "learning_rate": 0.0009307625301527741,
535
- "loss": 7.2686,
536
  "step": 41000
537
  },
538
  {
539
- "epoch": 0.45,
540
- "learning_rate": 0.0009296457607433217,
541
- "loss": 7.2737,
542
  "step": 41500
543
  },
544
  {
545
- "epoch": 0.46,
546
- "learning_rate": 0.0009285289913338693,
547
- "loss": 7.2704,
548
  "step": 42000
549
  },
550
  {
551
- "epoch": 0.46,
552
- "learning_rate": 0.0009274122219244171,
553
- "loss": 7.2717,
554
  "step": 42500
555
  },
556
  {
557
- "epoch": 0.47,
558
- "learning_rate": 0.0009262954525149647,
559
- "loss": 7.2626,
560
  "step": 43000
561
  },
562
  {
563
- "epoch": 0.48,
564
- "learning_rate": 0.0009251786831055124,
565
- "loss": 7.2748,
566
  "step": 43500
567
  },
568
  {
569
- "epoch": 0.48,
570
- "learning_rate": 0.0009240619136960601,
571
- "loss": 7.2737,
572
  "step": 44000
573
  },
574
  {
575
- "epoch": 0.49,
576
- "learning_rate": 0.0009229451442866077,
577
- "loss": 7.2714,
578
  "step": 44500
579
  },
580
  {
581
- "epoch": 0.49,
582
- "learning_rate": 0.0009218283748771554,
583
- "loss": 7.2675,
584
  "step": 45000
585
  },
586
  {
587
- "epoch": 0.5,
588
- "learning_rate": 0.000920711605467703,
589
- "loss": 7.2699,
590
  "step": 45500
591
  },
592
  {
593
- "epoch": 0.5,
594
- "learning_rate": 0.0009195948360582507,
595
- "loss": 7.2672,
596
  "step": 46000
597
  },
598
  {
599
- "epoch": 0.51,
600
- "learning_rate": 0.0009184780666487984,
601
- "loss": 7.2701,
602
  "step": 46500
603
  },
604
  {
605
- "epoch": 0.51,
606
- "learning_rate": 0.000917361297239346,
607
- "loss": 7.2675,
608
  "step": 47000
609
  },
610
  {
611
- "epoch": 0.52,
612
- "learning_rate": 0.0009162445278298936,
613
- "loss": 7.2725,
614
  "step": 47500
615
  },
616
  {
617
- "epoch": 0.52,
618
- "learning_rate": 0.0009151277584204414,
619
- "loss": 7.2702,
620
  "step": 48000
621
  },
622
  {
623
- "epoch": 0.53,
624
- "learning_rate": 0.000914010989010989,
625
- "loss": 7.2685,
626
  "step": 48500
627
  },
628
  {
629
- "epoch": 0.54,
630
- "learning_rate": 0.0009128942196015367,
631
- "loss": 7.2693,
632
  "step": 49000
633
  },
634
  {
635
- "epoch": 0.54,
636
- "learning_rate": 0.0009117774501920844,
637
- "loss": 7.2752,
638
  "step": 49500
639
  },
640
  {
641
- "epoch": 0.55,
642
- "learning_rate": 0.000910660680782632,
643
- "loss": 7.2689,
644
  "step": 50000
645
  },
646
  {
647
- "epoch": 0.55,
648
- "eval_accuracy": 0.046565208288623344,
649
- "eval_loss": 7.272010326385498,
650
- "eval_runtime": 1088.5631,
651
- "eval_samples_per_second": 283.269,
652
- "eval_steps_per_second": 4.427,
653
  "step": 50000
654
  },
655
  {
656
- "epoch": 0.55,
657
- "learning_rate": 0.0009095439113731797,
658
- "loss": 7.2674,
659
  "step": 50500
660
  },
661
  {
662
- "epoch": 0.56,
663
- "learning_rate": 0.0009084271419637273,
664
- "loss": 7.2741,
665
  "step": 51000
666
  },
667
  {
668
- "epoch": 0.56,
669
- "learning_rate": 0.000907310372554275,
670
- "loss": 7.2729,
671
  "step": 51500
672
  },
673
  {
674
- "epoch": 0.57,
675
- "learning_rate": 0.0009061936031448227,
676
- "loss": 7.2733,
677
  "step": 52000
678
  },
679
  {
680
- "epoch": 0.57,
681
- "learning_rate": 0.0009050768337353703,
682
- "loss": 7.2743,
683
  "step": 52500
684
  },
685
  {
686
- "epoch": 0.58,
687
- "learning_rate": 0.0009039600643259181,
688
- "loss": 7.2686,
689
  "step": 53000
690
  },
691
  {
692
- "epoch": 0.58,
693
- "learning_rate": 0.0009028432949164657,
694
- "loss": 7.2707,
695
  "step": 53500
696
  },
697
  {
698
- "epoch": 0.59,
699
- "learning_rate": 0.0009017265255070133,
700
- "loss": 7.2664,
701
  "step": 54000
702
  },
703
  {
704
- "epoch": 0.6,
705
- "learning_rate": 0.000900609756097561,
706
- "loss": 7.2751,
707
  "step": 54500
708
  },
709
  {
710
- "epoch": 0.6,
711
- "learning_rate": 0.0008994929866881086,
712
- "loss": 7.2689,
713
  "step": 55000
714
  },
715
  {
716
- "epoch": 0.61,
717
- "learning_rate": 0.0008983762172786563,
718
- "loss": 7.2719,
719
  "step": 55500
720
  },
721
  {
722
- "epoch": 0.61,
723
- "learning_rate": 0.000897259447869204,
724
- "loss": 7.2722,
725
  "step": 56000
726
  },
727
  {
728
- "epoch": 0.62,
729
- "learning_rate": 0.0008961426784597516,
730
- "loss": 7.268,
731
  "step": 56500
732
  },
733
  {
734
- "epoch": 0.62,
735
- "learning_rate": 0.0008950259090502994,
736
- "loss": 7.2691,
737
  "step": 57000
738
  },
739
  {
740
- "epoch": 0.63,
741
- "learning_rate": 0.000893909139640847,
742
- "loss": 7.2717,
743
  "step": 57500
744
  },
745
  {
746
- "epoch": 0.63,
747
- "learning_rate": 0.0008927923702313946,
748
- "loss": 7.2607,
749
  "step": 58000
750
  },
751
  {
752
- "epoch": 0.64,
753
- "learning_rate": 0.0008916756008219423,
754
- "loss": 7.2684,
755
  "step": 58500
756
  },
757
  {
758
- "epoch": 0.64,
759
- "learning_rate": 0.0008905588314124899,
760
- "loss": 7.2717,
761
  "step": 59000
762
  },
763
  {
764
- "epoch": 0.65,
765
- "learning_rate": 0.0008894420620030376,
766
- "loss": 7.2674,
767
  "step": 59500
768
  },
769
  {
770
- "epoch": 0.66,
771
- "learning_rate": 0.0008883252925935854,
772
- "loss": 7.272,
773
  "step": 60000
774
  },
775
  {
776
- "epoch": 0.66,
777
- "eval_accuracy": 0.046516656493005064,
778
- "eval_loss": 7.2692131996154785,
779
- "eval_runtime": 1088.6486,
780
- "eval_samples_per_second": 283.247,
781
- "eval_steps_per_second": 4.427,
782
  "step": 60000
783
  },
784
  {
785
- "epoch": 0.66,
786
- "learning_rate": 0.000887208523184133,
787
- "loss": 7.2717,
788
  "step": 60500
789
  },
790
  {
791
- "epoch": 0.67,
792
- "learning_rate": 0.0008860917537746807,
793
- "loss": 7.2654,
794
  "step": 61000
795
  },
796
  {
797
- "epoch": 0.67,
798
- "learning_rate": 0.0008849749843652283,
799
- "loss": 7.2754,
800
  "step": 61500
801
  },
802
  {
803
- "epoch": 0.68,
804
- "learning_rate": 0.0008838582149557759,
805
- "loss": 7.2691,
806
  "step": 62000
807
  },
808
  {
809
- "epoch": 0.68,
810
- "learning_rate": 0.0008827414455463236,
811
- "loss": 7.2702,
812
  "step": 62500
813
  },
814
  {
815
- "epoch": 0.69,
816
- "learning_rate": 0.0008816246761368712,
817
- "loss": 7.2658,
818
  "step": 63000
819
  },
820
  {
821
- "epoch": 0.69,
822
- "learning_rate": 0.0008805079067274189,
823
- "loss": 7.2613,
824
  "step": 63500
825
  },
826
  {
827
- "epoch": 0.7,
828
- "learning_rate": 0.0008793911373179666,
829
- "loss": 7.2707,
830
  "step": 64000
831
  },
832
  {
833
- "epoch": 0.7,
834
- "learning_rate": 0.0008782743679085143,
835
- "loss": 7.2716,
836
  "step": 64500
837
  },
838
  {
839
- "epoch": 0.71,
840
- "learning_rate": 0.000877157598499062,
841
- "loss": 7.2707,
842
  "step": 65000
843
  },
844
  {
845
- "epoch": 0.72,
846
- "learning_rate": 0.0008760408290896096,
847
- "loss": 7.2655,
848
  "step": 65500
849
  },
850
  {
851
- "epoch": 0.72,
852
- "learning_rate": 0.0008749240596801573,
853
- "loss": 7.272,
854
  "step": 66000
855
  },
856
  {
857
- "epoch": 0.73,
858
- "learning_rate": 0.0008738072902707049,
859
- "loss": 7.2674,
860
  "step": 66500
861
  },
862
  {
863
- "epoch": 0.73,
864
- "learning_rate": 0.0008726905208612525,
865
- "loss": 7.2663,
866
  "step": 67000
867
  },
868
  {
869
- "epoch": 0.74,
870
- "learning_rate": 0.0008715737514518003,
871
- "loss": 7.2679,
872
  "step": 67500
873
  },
874
  {
875
- "epoch": 0.74,
876
- "learning_rate": 0.0008704569820423479,
877
- "loss": 7.2722,
878
  "step": 68000
879
  },
880
  {
881
- "epoch": 0.75,
882
- "learning_rate": 0.0008693402126328956,
883
- "loss": 7.2663,
884
  "step": 68500
885
  },
886
  {
887
- "epoch": 0.75,
888
- "learning_rate": 0.0008682234432234433,
889
- "loss": 7.266,
890
  "step": 69000
891
  },
892
  {
893
- "epoch": 0.76,
894
- "learning_rate": 0.0008671066738139909,
895
- "loss": 7.2673,
896
  "step": 69500
897
  },
898
  {
899
- "epoch": 0.76,
900
- "learning_rate": 0.0008659899044045386,
901
- "loss": 7.2686,
902
  "step": 70000
903
  },
904
  {
905
- "epoch": 0.76,
906
- "eval_accuracy": 0.04650451752608111,
907
- "eval_loss": 7.268359661102295,
908
- "eval_runtime": 1090.6641,
909
- "eval_samples_per_second": 282.723,
910
- "eval_steps_per_second": 4.418,
911
  "step": 70000
912
  },
913
  {
914
- "epoch": 0.77,
915
- "learning_rate": 0.0008648731349950862,
916
- "loss": 7.2689,
917
  "step": 70500
918
  },
919
  {
920
- "epoch": 0.78,
921
- "learning_rate": 0.0008637563655856338,
922
- "loss": 7.2682,
923
  "step": 71000
924
  },
925
  {
926
- "epoch": 0.78,
927
- "learning_rate": 0.0008626395961761816,
928
- "loss": 7.2702,
929
  "step": 71500
930
  },
931
  {
932
- "epoch": 0.79,
933
- "learning_rate": 0.0008615228267667292,
934
- "loss": 7.2701,
935
  "step": 72000
936
  },
937
  {
938
- "epoch": 0.79,
939
- "learning_rate": 0.0008604060573572769,
940
- "loss": 7.2738,
941
  "step": 72500
942
  },
943
  {
944
- "epoch": 0.8,
945
- "learning_rate": 0.0008592892879478246,
946
- "loss": 7.2648,
947
  "step": 73000
948
  },
949
  {
950
- "epoch": 0.8,
951
- "learning_rate": 0.0008581725185383722,
952
- "loss": 7.2679,
953
  "step": 73500
954
  },
955
  {
956
- "epoch": 0.81,
957
- "learning_rate": 0.0008570557491289199,
958
- "loss": 7.2697,
959
  "step": 74000
960
  },
961
  {
962
- "epoch": 0.81,
963
- "learning_rate": 0.0008559389797194675,
964
- "loss": 7.2714,
965
  "step": 74500
966
  },
967
  {
968
- "epoch": 0.82,
969
- "learning_rate": 0.0008548222103100152,
970
- "loss": 7.2637,
971
  "step": 75000
972
  },
973
  {
974
- "epoch": 0.82,
975
- "learning_rate": 0.0008537054409005629,
976
- "loss": 7.2676,
977
  "step": 75500
978
  },
979
  {
980
- "epoch": 0.83,
981
- "learning_rate": 0.0008525886714911105,
982
- "loss": 7.2704,
983
  "step": 76000
984
  },
985
  {
986
- "epoch": 0.84,
987
- "learning_rate": 0.0008514719020816582,
988
- "loss": 7.2661,
989
  "step": 76500
990
  },
991
  {
992
- "epoch": 0.84,
993
- "learning_rate": 0.0008503551326722059,
994
- "loss": 7.274,
995
  "step": 77000
996
  },
997
  {
998
- "epoch": 0.85,
999
- "learning_rate": 0.0008492383632627535,
1000
- "loss": 7.2696,
1001
  "step": 77500
1002
  },
1003
  {
1004
- "epoch": 0.85,
1005
- "learning_rate": 0.0008481215938533012,
1006
- "loss": 7.2673,
1007
  "step": 78000
1008
  },
1009
  {
1010
- "epoch": 0.86,
1011
- "learning_rate": 0.0008470048244438489,
1012
- "loss": 7.2704,
1013
  "step": 78500
1014
  },
1015
  {
1016
- "epoch": 0.86,
1017
- "learning_rate": 0.0008458880550343965,
1018
- "loss": 7.2714,
1019
  "step": 79000
1020
  },
1021
  {
1022
- "epoch": 0.87,
1023
- "learning_rate": 0.0008447712856249442,
1024
- "loss": 7.2675,
1025
  "step": 79500
1026
  },
1027
  {
1028
- "epoch": 0.87,
1029
- "learning_rate": 0.0008436545162154918,
1030
- "loss": 7.2649,
1031
  "step": 80000
1032
  },
1033
  {
1034
- "epoch": 0.87,
1035
- "eval_accuracy": 0.04651641092958247,
1036
- "eval_loss": 7.267496109008789,
1037
- "eval_runtime": 1088.4541,
1038
- "eval_samples_per_second": 283.297,
1039
- "eval_steps_per_second": 4.427,
1040
  "step": 80000
1041
  },
1042
  {
1043
- "epoch": 0.88,
1044
- "learning_rate": 0.0008425377468060394,
1045
- "loss": 7.2678,
1046
  "step": 80500
1047
  },
1048
  {
1049
- "epoch": 0.88,
1050
- "learning_rate": 0.0008414209773965872,
1051
- "loss": 7.2682,
1052
  "step": 81000
1053
  },
1054
  {
1055
- "epoch": 0.89,
1056
- "learning_rate": 0.0008403042079871348,
1057
- "loss": 7.2695,
1058
  "step": 81500
1059
  },
1060
  {
1061
- "epoch": 0.9,
1062
- "learning_rate": 0.0008391874385776826,
1063
- "loss": 7.2648,
1064
  "step": 82000
1065
  },
1066
  {
1067
- "epoch": 0.9,
1068
- "learning_rate": 0.0008380706691682302,
1069
- "loss": 7.2695,
1070
  "step": 82500
1071
  },
1072
  {
1073
- "epoch": 0.91,
1074
- "learning_rate": 0.0008369538997587778,
1075
- "loss": 7.2685,
1076
  "step": 83000
1077
  },
1078
  {
1079
- "epoch": 0.91,
1080
- "learning_rate": 0.0008358371303493255,
1081
- "loss": 7.2704,
1082
  "step": 83500
1083
  },
1084
  {
1085
- "epoch": 0.92,
1086
- "learning_rate": 0.0008347203609398731,
1087
- "loss": 7.2661,
1088
  "step": 84000
1089
  },
1090
  {
1091
- "epoch": 0.92,
1092
- "learning_rate": 0.0008336035915304208,
1093
- "loss": 7.2687,
1094
  "step": 84500
1095
  },
1096
  {
1097
- "epoch": 0.93,
1098
- "learning_rate": 0.0008324868221209685,
1099
- "loss": 7.2683,
1100
  "step": 85000
1101
  },
1102
  {
1103
- "epoch": 0.93,
1104
- "learning_rate": 0.0008313700527115161,
1105
- "loss": 7.2707,
1106
  "step": 85500
1107
  },
1108
  {
1109
- "epoch": 0.94,
1110
- "learning_rate": 0.0008302532833020639,
1111
- "loss": 7.2769,
1112
  "step": 86000
1113
  },
1114
  {
1115
- "epoch": 0.94,
1116
- "learning_rate": 0.0008291365138926115,
1117
- "loss": 7.2631,
1118
  "step": 86500
1119
  },
1120
  {
1121
- "epoch": 0.95,
1122
- "learning_rate": 0.0008280197444831591,
1123
- "loss": 7.2708,
1124
  "step": 87000
1125
  },
1126
  {
1127
- "epoch": 0.96,
1128
- "learning_rate": 0.0008269029750737068,
1129
- "loss": 7.2678,
1130
  "step": 87500
1131
  },
1132
  {
1133
- "epoch": 0.96,
1134
- "learning_rate": 0.0008257862056642544,
1135
- "loss": 7.2681,
1136
  "step": 88000
1137
  },
1138
  {
1139
- "epoch": 0.97,
1140
- "learning_rate": 0.0008246694362548021,
1141
- "loss": 7.2667,
1142
  "step": 88500
1143
  },
1144
  {
1145
- "epoch": 0.97,
1146
- "learning_rate": 0.0008235526668453498,
1147
- "loss": 7.2678,
1148
  "step": 89000
1149
  },
1150
  {
1151
- "epoch": 0.98,
1152
- "learning_rate": 0.0008224358974358975,
1153
- "loss": 7.2671,
1154
  "step": 89500
1155
  },
1156
  {
1157
- "epoch": 0.98,
1158
- "learning_rate": 0.0008213191280264452,
1159
- "loss": 7.2713,
1160
  "step": 90000
1161
  },
1162
  {
1163
- "epoch": 0.98,
1164
- "eval_accuracy": 0.04652993661252105,
1165
- "eval_loss": 7.270524024963379,
1166
- "eval_runtime": 1088.8596,
1167
- "eval_samples_per_second": 283.192,
1168
- "eval_steps_per_second": 4.426,
1169
  "step": 90000
1170
  },
1171
  {
1172
- "epoch": 0.99,
1173
- "learning_rate": 0.0008202023586169928,
1174
- "loss": 7.2683,
1175
  "step": 90500
1176
  },
1177
  {
1178
- "epoch": 0.99,
1179
- "learning_rate": 0.0008190855892075404,
1180
- "loss": 7.2668,
1181
  "step": 91000
1182
  },
1183
  {
1184
- "epoch": 1.0,
1185
- "learning_rate": 0.0008179688197980881,
1186
- "loss": 7.2698,
1187
  "step": 91500
1188
  },
1189
  {
1190
- "epoch": 1.0,
1191
- "learning_rate": 0.0008168520503886357,
1192
- "loss": 7.2664,
1193
  "step": 92000
1194
  },
1195
  {
1196
- "epoch": 1.01,
1197
- "learning_rate": 0.0008157352809791834,
1198
- "loss": 7.2677,
1199
  "step": 92500
1200
  },
1201
  {
1202
- "epoch": 1.02,
1203
- "learning_rate": 0.0008146185115697312,
1204
- "loss": 7.2617,
1205
  "step": 93000
1206
  },
1207
  {
1208
- "epoch": 1.02,
1209
- "learning_rate": 0.0008135017421602788,
1210
- "loss": 7.2698,
1211
  "step": 93500
1212
  },
1213
  {
1214
- "epoch": 1.03,
1215
- "learning_rate": 0.0008123849727508265,
1216
- "loss": 7.2706,
1217
  "step": 94000
1218
  },
1219
  {
1220
- "epoch": 1.03,
1221
- "learning_rate": 0.0008112682033413741,
1222
- "loss": 7.2693,
1223
  "step": 94500
1224
  },
1225
  {
1226
- "epoch": 1.04,
1227
- "learning_rate": 0.0008101514339319217,
1228
- "loss": 7.273,
1229
  "step": 95000
1230
  },
1231
  {
1232
- "epoch": 1.04,
1233
- "learning_rate": 0.0008090346645224694,
1234
- "loss": 7.2719,
1235
  "step": 95500
1236
  },
1237
  {
1238
- "epoch": 1.05,
1239
- "learning_rate": 0.000807917895113017,
1240
- "loss": 7.2714,
1241
  "step": 96000
1242
  },
1243
  {
1244
- "epoch": 1.05,
1245
- "learning_rate": 0.0008068011257035647,
1246
- "loss": 7.2701,
1247
  "step": 96500
1248
  },
1249
  {
1250
- "epoch": 1.06,
1251
- "learning_rate": 0.0008056843562941124,
1252
- "loss": 7.2703,
1253
  "step": 97000
1254
  },
1255
  {
1256
- "epoch": 1.07,
1257
- "learning_rate": 0.0008045675868846601,
1258
- "loss": 7.267,
1259
  "step": 97500
1260
  },
1261
  {
1262
- "epoch": 1.07,
1263
- "learning_rate": 0.0008034508174752078,
1264
- "loss": 7.2736,
1265
  "step": 98000
1266
  },
1267
  {
1268
- "epoch": 1.08,
1269
- "learning_rate": 0.0008023340480657554,
1270
- "loss": 7.2707,
1271
  "step": 98500
1272
  },
1273
  {
1274
- "epoch": 1.08,
1275
- "learning_rate": 0.0008012172786563031,
1276
- "loss": 7.2649,
1277
  "step": 99000
1278
  },
1279
  {
1280
- "epoch": 1.09,
1281
- "learning_rate": 0.0008001005092468507,
1282
- "loss": 7.2702,
1283
  "step": 99500
1284
  },
1285
  {
1286
- "epoch": 1.09,
1287
- "learning_rate": 0.0007989837398373983,
1288
- "loss": 7.2728,
1289
  "step": 100000
1290
  },
1291
  {
1292
- "epoch": 1.09,
1293
- "eval_accuracy": 0.04651211896143458,
1294
- "eval_loss": 7.270782947540283,
1295
- "eval_runtime": 1094.1225,
1296
- "eval_samples_per_second": 281.829,
1297
- "eval_steps_per_second": 4.404,
1298
  "step": 100000
1299
  },
1300
  {
1301
- "epoch": 1.1,
1302
- "learning_rate": 0.0007978669704279461,
1303
- "loss": 7.2731,
1304
  "step": 100500
1305
  },
1306
  {
1307
- "epoch": 1.1,
1308
- "learning_rate": 0.0007967502010184937,
1309
- "loss": 7.2706,
1310
  "step": 101000
1311
  },
1312
  {
1313
- "epoch": 1.11,
1314
- "learning_rate": 0.0007956334316090414,
1315
- "loss": 7.2676,
1316
  "step": 101500
1317
  },
1318
  {
1319
- "epoch": 1.11,
1320
- "learning_rate": 0.0007945166621995891,
1321
- "loss": 7.271,
1322
- "step": 102000
1323
- },
1324
- {
1325
- "epoch": 1.12,
1326
- "learning_rate": 0.0007933998927901367,
1327
- "loss": 7.2642,
1328
- "step": 102500
1329
- },
1330
- {
1331
- "epoch": 1.13,
1332
- "learning_rate": 0.0007922831233806844,
1333
- "loss": 7.2671,
1334
- "step": 103000
1335
- },
1336
- {
1337
- "epoch": 1.13,
1338
- "learning_rate": 0.000791166353971232,
1339
- "loss": 7.2631,
1340
- "step": 103500
1341
- },
1342
- {
1343
- "epoch": 1.14,
1344
- "learning_rate": 0.0007900495845617796,
1345
- "loss": 7.273,
1346
- "step": 104000
1347
- },
1348
- {
1349
- "epoch": 1.14,
1350
- "learning_rate": 0.0007889328151523274,
1351
- "loss": 7.2671,
1352
- "step": 104500
1353
- },
1354
- {
1355
- "epoch": 1.15,
1356
- "learning_rate": 0.000787816045742875,
1357
- "loss": 7.2664,
1358
- "step": 105000
1359
- },
1360
- {
1361
- "epoch": 1.15,
1362
- "learning_rate": 0.0007866992763334227,
1363
- "loss": 7.2712,
1364
- "step": 105500
1365
- },
1366
- {
1367
- "epoch": 1.16,
1368
- "learning_rate": 0.0007855825069239704,
1369
- "loss": 7.2707,
1370
- "step": 106000
1371
- },
1372
- {
1373
- "epoch": 1.16,
1374
- "learning_rate": 0.000784465737514518,
1375
- "loss": 7.2664,
1376
- "step": 106500
1377
- },
1378
- {
1379
- "epoch": 1.17,
1380
- "learning_rate": 0.0007833489681050657,
1381
- "loss": 7.2702,
1382
- "step": 107000
1383
- },
1384
- {
1385
- "epoch": 1.17,
1386
- "learning_rate": 0.0007822321986956133,
1387
- "loss": 7.2677,
1388
- "step": 107500
1389
- },
1390
- {
1391
- "epoch": 1.18,
1392
- "learning_rate": 0.000781115429286161,
1393
- "loss": 7.2708,
1394
- "step": 108000
1395
- },
1396
- {
1397
- "epoch": 1.19,
1398
- "learning_rate": 0.0007799986598767087,
1399
- "loss": 7.2672,
1400
- "step": 108500
1401
- },
1402
- {
1403
- "epoch": 1.19,
1404
- "learning_rate": 0.0007788818904672563,
1405
- "loss": 7.2637,
1406
- "step": 109000
1407
- },
1408
- {
1409
- "epoch": 1.2,
1410
- "learning_rate": 0.0007777651210578039,
1411
- "loss": 7.2675,
1412
- "step": 109500
1413
- },
1414
- {
1415
- "epoch": 1.2,
1416
- "learning_rate": 0.0007766483516483517,
1417
- "loss": 7.273,
1418
- "step": 110000
1419
- },
1420
- {
1421
- "epoch": 1.2,
1422
- "eval_accuracy": 0.046532255715385766,
1423
- "eval_loss": 7.270956516265869,
1424
- "eval_runtime": 1094.3831,
1425
- "eval_samples_per_second": 281.762,
1426
- "eval_steps_per_second": 4.403,
1427
- "step": 110000
1428
- },
1429
- {
1430
- "epoch": 1.21,
1431
- "learning_rate": 0.0007755315822388993,
1432
- "loss": 7.2687,
1433
- "step": 110500
1434
- },
1435
- {
1436
- "epoch": 1.21,
1437
- "learning_rate": 0.000774414812829447,
1438
- "loss": 7.2658,
1439
- "step": 111000
1440
- },
1441
- {
1442
- "epoch": 1.22,
1443
- "learning_rate": 0.0007732980434199947,
1444
- "loss": 7.2729,
1445
- "step": 111500
1446
- },
1447
- {
1448
- "epoch": 1.22,
1449
- "learning_rate": 0.0007721812740105423,
1450
- "loss": 7.2713,
1451
- "step": 112000
1452
- },
1453
- {
1454
- "epoch": 1.23,
1455
- "learning_rate": 0.00077106450460109,
1456
- "loss": 7.2724,
1457
- "step": 112500
1458
- },
1459
- {
1460
- "epoch": 1.23,
1461
- "learning_rate": 0.0007699477351916376,
1462
- "loss": 7.2769,
1463
- "step": 113000
1464
- },
1465
- {
1466
- "epoch": 1.24,
1467
- "learning_rate": 0.0007688309657821853,
1468
- "loss": 7.2658,
1469
- "step": 113500
1470
- },
1471
- {
1472
- "epoch": 1.25,
1473
- "learning_rate": 0.000767714196372733,
1474
- "loss": 7.2702,
1475
- "step": 114000
1476
- },
1477
- {
1478
- "epoch": 1.25,
1479
- "learning_rate": 0.0007665974269632806,
1480
- "loss": 7.2725,
1481
- "step": 114500
1482
- },
1483
- {
1484
- "epoch": 1.26,
1485
- "learning_rate": 0.0007654806575538284,
1486
- "loss": 7.2668,
1487
- "step": 115000
1488
- },
1489
- {
1490
- "epoch": 1.26,
1491
- "learning_rate": 0.000764363888144376,
1492
- "loss": 7.273,
1493
- "step": 115500
1494
- },
1495
- {
1496
- "epoch": 1.27,
1497
- "learning_rate": 0.0007632471187349236,
1498
- "loss": 7.2701,
1499
- "step": 116000
1500
- },
1501
- {
1502
- "epoch": 1.27,
1503
- "learning_rate": 0.0007621303493254713,
1504
- "loss": 7.2644,
1505
- "step": 116500
1506
- },
1507
- {
1508
- "epoch": 1.28,
1509
- "learning_rate": 0.0007610135799160189,
1510
- "loss": 7.2697,
1511
- "step": 117000
1512
- },
1513
- {
1514
- "epoch": 1.28,
1515
- "learning_rate": 0.0007599012775842044,
1516
- "loss": 7.2672,
1517
- "step": 117500
1518
- },
1519
- {
1520
- "epoch": 1.29,
1521
- "learning_rate": 0.0007592915214866435,
1522
- "loss": 7.2703,
1523
- "step": 118000
1524
- },
1525
- {
1526
- "epoch": 1.29,
1527
- "learning_rate": 0.0007583243991780577,
1528
- "loss": 7.2689,
1529
- "step": 118500
1530
- },
1531
- {
1532
- "epoch": 1.3,
1533
- "learning_rate": 0.000757263468239078,
1534
- "loss": 7.2631,
1535
- "step": 119000
1536
- },
1537
- {
1538
- "epoch": 1.31,
1539
- "learning_rate": 0.0007562070043777362,
1540
- "loss": 7.2709,
1541
- "step": 119500
1542
- },
1543
- {
1544
- "epoch": 1.31,
1545
- "learning_rate": 0.0007551326722058429,
1546
- "loss": 7.2683,
1547
- "step": 120000
1548
- },
1549
- {
1550
- "epoch": 1.31,
1551
- "eval_accuracy": 0.0465121739230196,
1552
- "eval_loss": 7.268362045288086,
1553
- "eval_runtime": 1091.1438,
1554
- "eval_samples_per_second": 282.599,
1555
- "eval_steps_per_second": 4.416,
1556
- "step": 120000
1557
- },
1558
- {
1559
- "epoch": 1.32,
1560
- "learning_rate": 0.0007540360046457607,
1561
- "loss": 7.2687,
1562
- "step": 120500
1563
- },
1564
- {
1565
- "epoch": 1.32,
1566
- "learning_rate": 0.000752952738318592,
1567
- "loss": 7.2674,
1568
- "step": 121000
1569
- },
1570
- {
1571
- "epoch": 1.33,
1572
- "learning_rate": 0.0007518940409184312,
1573
- "loss": 7.2711,
1574
- "step": 121500
1575
- },
1576
- {
1577
- "epoch": 1.33,
1578
- "learning_rate": 0.0007508353435182703,
1579
- "loss": 7.2674,
1580
- "step": 122000
1581
- },
1582
- {
1583
- "epoch": 1.34,
1584
- "learning_rate": 0.0007497610113463772,
1585
- "loss": 7.2671,
1586
- "step": 122500
1587
- },
1588
- {
1589
- "epoch": 1.34,
1590
- "learning_rate": 0.0007487291164120433,
1591
- "loss": 7.2716,
1592
- "step": 123000
1593
- },
1594
- {
1595
- "epoch": 1.35,
1596
- "learning_rate": 0.0007476681854730636,
1597
- "loss": 7.2691,
1598
- "step": 123500
1599
- },
1600
- {
1601
- "epoch": 1.35,
1602
- "learning_rate": 0.0007465715179129814,
1603
- "loss": 7.2763,
1604
- "step": 124000
1605
- },
1606
- {
1607
- "epoch": 1.36,
1608
- "learning_rate": 0.0007454748503528992,
1609
- "loss": 7.2664,
1610
- "step": 124500
1611
- },
1612
- {
1613
- "epoch": 1.37,
1614
- "learning_rate": 0.0007443848834092736,
1615
- "loss": 7.2707,
1616
- "step": 125000
1617
- },
1618
- {
1619
- "epoch": 1.37,
1620
- "learning_rate": 0.0007432882158491915,
1621
- "loss": 7.2629,
1622
- "step": 125500
1623
- },
1624
- {
1625
- "epoch": 1.38,
1626
- "learning_rate": 0.0007422027159832038,
1627
- "loss": 7.2663,
1628
- "step": 126000
1629
- },
1630
- {
1631
- "epoch": 1.38,
1632
- "learning_rate": 0.0007411105155007594,
1633
- "loss": 7.2709,
1634
- "step": 126500
1635
- },
1636
- {
1637
- "epoch": 1.39,
1638
- "learning_rate": 0.0007400160814794961,
1639
- "loss": 7.2721,
1640
- "step": 127000
1641
- },
1642
- {
1643
- "epoch": 1.39,
1644
- "learning_rate": 0.0007389194139194139,
1645
- "loss": 7.2681,
1646
- "step": 127500
1647
- },
1648
- {
1649
- "epoch": 1.4,
1650
- "learning_rate": 0.0007380818368623247,
1651
- "loss": 7.2673,
1652
- "step": 128000
1653
- },
1654
- {
1655
- "epoch": 1.4,
1656
- "learning_rate": 0.0007371638524077548,
1657
- "loss": 7.2715,
1658
- "step": 128500
1659
- },
1660
- {
1661
- "epoch": 1.41,
1662
- "learning_rate": 0.0007360515500759404,
1663
- "loss": 7.2682,
1664
- "step": 129000
1665
- },
1666
- {
1667
- "epoch": 1.41,
1668
- "learning_rate": 0.0007349459483605825,
1669
- "loss": 7.2699,
1670
- "step": 129500
1671
- },
1672
- {
1673
- "epoch": 1.42,
1674
- "learning_rate": 0.0007338448137228625,
1675
- "loss": 7.2658,
1676
- "step": 130000
1677
- },
1678
- {
1679
- "epoch": 1.42,
1680
- "eval_accuracy": 0.04657166881035385,
1681
- "eval_loss": 7.269552230834961,
1682
- "eval_runtime": 1090.2314,
1683
- "eval_samples_per_second": 282.835,
1684
- "eval_steps_per_second": 4.42,
1685
- "step": 130000
1686
- },
1687
- {
1688
- "epoch": 1.43,
1689
- "learning_rate": 0.0007327369784686858,
1690
- "loss": 7.2704,
1691
- "step": 130500
1692
- },
1693
- {
1694
- "epoch": 1.43,
1695
- "learning_rate": 0.000731631376753328,
1696
- "loss": 7.2653,
1697
- "step": 131000
1698
- },
1699
- {
1700
- "epoch": 1.44,
1701
- "learning_rate": 0.0007305213079603323,
1702
- "loss": 7.2669,
1703
- "step": 131500
1704
- },
1705
- {
1706
- "epoch": 1.44,
1707
- "learning_rate": 0.000729406772089699,
1708
- "loss": 7.2659,
1709
- "step": 132000
1710
- },
1711
- {
1712
- "epoch": 1.45,
1713
- "learning_rate": 0.0007282922362190655,
1714
- "loss": 7.2689,
1715
- "step": 132500
1716
- },
1717
- {
1718
- "epoch": 1.45,
1719
- "learning_rate": 0.0007271844009648888,
1720
- "loss": 7.268,
1721
- "step": 133000
1722
- },
1723
- {
1724
- "epoch": 1.46,
1725
- "learning_rate": 0.000726078799249531,
1726
- "loss": 7.2711,
1727
- "step": 133500
1728
- },
1729
- {
1730
- "epoch": 1.46,
1731
- "learning_rate": 0.0007249798981506299,
1732
- "loss": 7.2786,
1733
- "step": 134000
1734
- },
1735
- {
1736
- "epoch": 1.47,
1737
- "learning_rate": 0.0007238720628964531,
1738
- "loss": 7.2683,
1739
- "step": 134500
1740
- },
1741
- {
1742
- "epoch": 1.47,
1743
- "learning_rate": 0.0007227753953363709,
1744
- "loss": 7.2767,
1745
- "step": 135000
1746
- },
1747
- {
1748
- "epoch": 1.48,
1749
- "learning_rate": 0.0007216764942374698,
1750
- "loss": 7.2753,
1751
- "step": 135500
1752
- },
1753
- {
1754
- "epoch": 1.49,
1755
- "learning_rate": 0.0007205753595997498,
1756
- "loss": 7.2683,
1757
- "step": 136000
1758
- },
1759
- {
1760
- "epoch": 1.49,
1761
- "learning_rate": 0.0007194675243455731,
1762
- "loss": 7.2705,
1763
- "step": 136500
1764
- },
1765
- {
1766
- "epoch": 1.5,
1767
- "learning_rate": 0.0007183663897078531,
1768
- "loss": 7.2628,
1769
- "step": 137000
1770
- },
1771
- {
1772
- "epoch": 1.5,
1773
- "learning_rate": 0.0007172741892254087,
1774
- "loss": 7.2654,
1775
- "step": 137500
1776
- },
1777
- {
1778
- "epoch": 1.51,
1779
- "learning_rate": 0.0007161641204324131,
1780
- "loss": 7.2707,
1781
- "step": 138000
1782
- },
1783
- {
1784
- "epoch": 1.51,
1785
- "learning_rate": 0.0007150607522558742,
1786
- "loss": 7.2661,
1787
- "step": 138500
1788
- },
1789
- {
1790
- "epoch": 1.52,
1791
- "learning_rate": 0.0007139462163852408,
1792
- "loss": 7.2684,
1793
- "step": 139000
1794
- },
1795
- {
1796
- "epoch": 1.52,
1797
- "learning_rate": 0.0007128316805146074,
1798
- "loss": 7.2689,
1799
- "step": 139500
1800
- },
1801
- {
1802
- "epoch": 1.53,
1803
- "learning_rate": 0.0007117171446439739,
1804
- "loss": 7.2661,
1805
- "step": 140000
1806
- },
1807
- {
1808
- "epoch": 1.53,
1809
- "eval_accuracy": 0.04652100591929093,
1810
- "eval_loss": 7.268113613128662,
1811
- "eval_runtime": 1090.6844,
1812
- "eval_samples_per_second": 282.718,
1813
- "eval_steps_per_second": 4.418,
1814
- "step": 140000
1815
- },
1816
- {
1817
- "epoch": 1.53,
1818
- "learning_rate": 0.0007106048423121594,
1819
- "loss": 7.2681,
1820
- "step": 140500
1821
- },
1822
- {
1823
- "epoch": 1.54,
1824
- "learning_rate": 0.0007094880729027071,
1825
- "loss": 7.2709,
1826
- "step": 141000
1827
- },
1828
- {
1829
- "epoch": 1.55,
1830
- "learning_rate": 0.0007083735370320736,
1831
- "loss": 7.2623,
1832
- "step": 141500
1833
- },
1834
- {
1835
- "epoch": 1.55,
1836
- "learning_rate": 0.0007072567676226212,
1837
- "loss": 7.2711,
1838
- "step": 142000
1839
- },
1840
- {
1841
- "epoch": 1.56,
1842
- "learning_rate": 0.000706139998213169,
1843
- "loss": 7.2674,
1844
- "step": 142500
1845
- },
1846
- {
1847
- "epoch": 1.56,
1848
- "learning_rate": 0.0007050254623425355,
1849
- "loss": 7.2687,
1850
- "step": 143000
1851
- },
1852
- {
1853
- "epoch": 1.57,
1854
- "learning_rate": 0.0007039109264719021,
1855
- "loss": 7.2694,
1856
- "step": 143500
1857
- },
1858
- {
1859
- "epoch": 1.57,
1860
- "learning_rate": 0.000702950504779773,
1861
- "loss": 7.2683,
1862
- "step": 144000
1863
- },
1864
- {
1865
- "epoch": 1.58,
1866
- "learning_rate": 0.0007022648083623694,
1867
- "loss": 7.2654,
1868
- "step": 144500
1869
- },
1870
- {
1871
- "epoch": 1.58,
1872
- "learning_rate": 0.0007013870276065398,
1873
- "loss": 7.2666,
1874
- "step": 145000
1875
- },
1876
- {
1877
- "epoch": 1.59,
1878
- "learning_rate": 0.0007005114803895292,
1879
- "loss": 7.2721,
1880
- "step": 145500
1881
- },
1882
- {
1883
- "epoch": 1.59,
1884
- "learning_rate": 0.0006998503528991333,
1885
- "loss": 7.2676,
1886
- "step": 146000
1887
- },
1888
- {
1889
- "epoch": 1.6,
1890
- "learning_rate": 0.0006990351112302332,
1891
- "loss": 7.2668,
1892
- "step": 146500
1893
- },
1894
- {
1895
- "epoch": 1.61,
1896
- "learning_rate": 0.0006983025104976325,
1897
- "loss": 7.2704,
1898
- "step": 147000
1899
- },
1900
- {
1901
- "epoch": 1.61,
1902
- "learning_rate": 0.0006975565085321183,
1903
- "loss": 7.2688,
1904
- "step": 147500
1905
- },
1906
- {
1907
- "epoch": 1.62,
1908
- "learning_rate": 0.0006967278656303047,
1909
- "loss": 7.2689,
1910
- "step": 148000
1911
- },
1912
- {
1913
- "epoch": 1.62,
1914
- "learning_rate": 0.0006959572947377826,
1915
- "loss": 7.2724,
1916
- "step": 148500
1917
- },
1918
- {
1919
- "epoch": 1.63,
1920
- "learning_rate": 0.0006951465201465201,
1921
- "loss": 7.2622,
1922
- "step": 149000
1923
- },
1924
- {
1925
- "epoch": 1.63,
1926
- "learning_rate": 0.0006942062003037613,
1927
- "loss": 7.2653,
1928
- "step": 149500
1929
- },
1930
- {
1931
- "epoch": 1.64,
1932
- "learning_rate": 0.0006932636469221835,
1933
- "loss": 7.2668,
1934
- "step": 150000
1935
- },
1936
- {
1937
- "epoch": 1.64,
1938
- "eval_accuracy": 0.04653411066611076,
1939
- "eval_loss": 7.2728753089904785,
1940
- "eval_runtime": 1088.7608,
1941
- "eval_samples_per_second": 283.217,
1942
- "eval_steps_per_second": 4.426,
1943
- "step": 150000
1944
- },
1945
- {
1946
- "epoch": 1.64,
1947
- "learning_rate": 0.0006924618064861967,
1948
- "loss": 7.2663,
1949
- "step": 150500
1950
- },
1951
- {
1952
- "epoch": 1.65,
1953
- "learning_rate": 0.0006920687036540695,
1954
- "loss": 7.2669,
1955
- "step": 151000
1956
- },
1957
- {
1958
- "epoch": 1.65,
1959
- "learning_rate": 0.0006917470740641473,
1960
- "loss": 7.2626,
1961
- "step": 151500
1962
- },
1963
- {
1964
- "epoch": 1.66,
1965
- "learning_rate": 0.0006911842222817832,
1966
- "loss": 7.2692,
1967
- "step": 152000
1968
- },
1969
- {
1970
- "epoch": 1.67,
1971
- "learning_rate": 0.0006904002501563478,
1972
- "loss": 7.2672,
1973
- "step": 152500
1974
- },
1975
- {
1976
- "epoch": 1.67,
1977
- "learning_rate": 0.0006894487626194943,
1978
- "loss": 7.2682,
1979
- "step": 153000
1980
- },
1981
- {
1982
- "epoch": 1.68,
1983
- "learning_rate": 0.0006884861073885465,
1984
- "loss": 7.2701,
1985
- "step": 153500
1986
- },
1987
- {
1988
- "epoch": 1.68,
1989
- "step": 153660,
1990
- "total_flos": 2.913743352694309e+18,
1991
- "train_loss": 7.267765480606534,
1992
- "train_runtime": 107993.7891,
1993
- "train_samples_per_second": 271.254,
1994
- "train_steps_per_second": 4.238
1995
  }
1996
  ],
1997
- "max_steps": 457720,
1998
  "num_train_epochs": 5,
1999
- "total_flos": 2.913743352694309e+18,
2000
  "trial_name": null,
2001
  "trial_params": null
2002
  }
 
1
  {
2
+ "best_metric": 3.4867753982543945,
3
+ "best_model_checkpoint": "bert_12_layer_model_v1_complete_training_new_wt_init/checkpoint-100000",
4
+ "epoch": 0.8335299611660031,
5
+ "global_step": 101739,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
9
  "log_history": [
10
  {
11
+ "epoch": 0.0,
12
+ "learning_rate": 5.000000000000001e-07,
13
+ "loss": 9.427,
14
  "step": 500
15
  },
16
  {
17
  "epoch": 0.01,
18
+ "learning_rate": 1.0000000000000002e-06,
19
+ "loss": 7.6583,
20
  "step": 1000
21
  },
22
  {
23
+ "epoch": 0.01,
24
+ "learning_rate": 1.5e-06,
25
+ "loss": 7.4472,
26
  "step": 1500
27
  },
28
  {
29
  "epoch": 0.02,
30
+ "learning_rate": 2.0000000000000003e-06,
31
+ "loss": 7.2862,
32
  "step": 2000
33
  },
34
  {
35
+ "epoch": 0.02,
36
+ "learning_rate": 2.5e-06,
37
+ "loss": 7.2035,
38
  "step": 2500
39
  },
40
  {
41
+ "epoch": 0.02,
42
+ "learning_rate": 3e-06,
43
+ "loss": 7.1398,
44
  "step": 3000
45
  },
46
  {
47
+ "epoch": 0.03,
48
+ "learning_rate": 3.5e-06,
49
+ "loss": 7.052,
50
  "step": 3500
51
  },
52
  {
53
+ "epoch": 0.03,
54
+ "learning_rate": 4.000000000000001e-06,
55
+ "loss": 6.971,
56
  "step": 4000
57
  },
58
  {
59
+ "epoch": 0.04,
60
+ "learning_rate": 4.5e-06,
61
+ "loss": 6.8901,
62
  "step": 4500
63
  },
64
  {
65
+ "epoch": 0.04,
66
+ "learning_rate": 5e-06,
67
+ "loss": 6.8309,
68
  "step": 5000
69
  },
70
  {
71
+ "epoch": 0.05,
72
+ "learning_rate": 5.500000000000001e-06,
73
+ "loss": 6.7591,
74
  "step": 5500
75
  },
76
  {
77
+ "epoch": 0.05,
78
+ "learning_rate": 6e-06,
79
+ "loss": 6.6923,
80
  "step": 6000
81
  },
82
  {
83
+ "epoch": 0.05,
84
+ "learning_rate": 6.5000000000000004e-06,
85
+ "loss": 6.6434,
86
  "step": 6500
87
  },
88
  {
89
+ "epoch": 0.06,
90
+ "learning_rate": 7e-06,
91
+ "loss": 6.5946,
92
  "step": 7000
93
  },
94
  {
95
+ "epoch": 0.06,
96
+ "learning_rate": 7.500000000000001e-06,
97
+ "loss": 6.5569,
98
  "step": 7500
99
  },
100
  {
101
+ "epoch": 0.07,
102
+ "learning_rate": 8.000000000000001e-06,
103
+ "loss": 6.5135,
104
  "step": 8000
105
  },
106
  {
107
+ "epoch": 0.07,
108
+ "learning_rate": 8.5e-06,
109
+ "loss": 6.4798,
110
  "step": 8500
111
  },
112
  {
113
+ "epoch": 0.07,
114
+ "learning_rate": 9e-06,
115
+ "loss": 6.4566,
116
  "step": 9000
117
  },
118
  {
119
+ "epoch": 0.08,
120
+ "learning_rate": 9.5e-06,
121
+ "loss": 6.4288,
122
  "step": 9500
123
  },
124
  {
125
+ "epoch": 0.08,
126
+ "learning_rate": 1e-05,
127
+ "loss": 6.4098,
128
  "step": 10000
129
  },
130
  {
131
+ "epoch": 0.08,
132
+ "eval_accuracy": 0.13209985355667697,
133
+ "eval_loss": 6.359503746032715,
134
+ "eval_runtime": 1898.4654,
135
+ "eval_samples_per_second": 162.424,
136
+ "eval_steps_per_second": 3.384,
137
  "step": 10000
138
  },
139
  {
140
+ "epoch": 0.09,
141
+ "learning_rate": 9.991670692498626e-06,
142
+ "loss": 6.3869,
143
  "step": 10500
144
  },
145
  {
146
+ "epoch": 0.09,
147
+ "learning_rate": 9.983341384997253e-06,
148
+ "loss": 6.3724,
149
  "step": 11000
150
  },
151
  {
152
+ "epoch": 0.09,
153
+ "learning_rate": 9.975012077495878e-06,
154
+ "loss": 6.3515,
155
  "step": 11500
156
  },
157
  {
158
+ "epoch": 0.1,
159
+ "learning_rate": 9.966682769994504e-06,
160
+ "loss": 6.3358,
161
  "step": 12000
162
  },
163
  {
164
+ "epoch": 0.1,
165
+ "learning_rate": 9.95835346249313e-06,
166
+ "loss": 6.3127,
167
  "step": 12500
168
  },
169
  {
170
+ "epoch": 0.11,
171
+ "learning_rate": 9.950024154991756e-06,
172
+ "loss": 6.303,
173
  "step": 13000
174
  },
175
  {
176
+ "epoch": 0.11,
177
+ "learning_rate": 9.941694847490381e-06,
178
+ "loss": 6.2915,
179
  "step": 13500
180
  },
181
  {
182
+ "epoch": 0.11,
183
+ "learning_rate": 9.933365539989006e-06,
184
+ "loss": 6.2802,
185
  "step": 14000
186
  },
187
  {
188
+ "epoch": 0.12,
189
+ "learning_rate": 9.925036232487631e-06,
190
+ "loss": 6.2638,
191
  "step": 14500
192
  },
193
  {
194
+ "epoch": 0.12,
195
+ "learning_rate": 9.916706924986258e-06,
196
+ "loss": 6.2546,
197
  "step": 15000
198
  },
199
  {
200
+ "epoch": 0.13,
201
+ "learning_rate": 9.908377617484883e-06,
202
+ "loss": 6.2378,
203
  "step": 15500
204
  },
205
  {
206
+ "epoch": 0.13,
207
+ "learning_rate": 9.90004830998351e-06,
208
+ "loss": 6.2361,
209
  "step": 16000
210
  },
211
  {
212
+ "epoch": 0.14,
213
+ "learning_rate": 9.891719002482134e-06,
214
+ "loss": 6.2338,
215
  "step": 16500
216
  },
217
  {
218
+ "epoch": 0.14,
219
+ "learning_rate": 9.883389694980761e-06,
220
+ "loss": 6.2156,
221
  "step": 17000
222
  },
223
  {
224
+ "epoch": 0.14,
225
+ "learning_rate": 9.875060387479386e-06,
226
+ "loss": 6.2165,
227
  "step": 17500
228
  },
229
  {
230
+ "epoch": 0.15,
231
+ "learning_rate": 9.866731079978011e-06,
232
+ "loss": 6.2078,
233
  "step": 18000
234
  },
235
  {
236
+ "epoch": 0.15,
237
+ "learning_rate": 9.858401772476636e-06,
238
+ "loss": 6.206,
239
  "step": 18500
240
  },
241
  {
242
+ "epoch": 0.16,
243
+ "learning_rate": 9.850072464975263e-06,
244
+ "loss": 6.1829,
245
  "step": 19000
246
  },
247
  {
248
+ "epoch": 0.16,
249
+ "learning_rate": 9.84174315747389e-06,
250
+ "loss": 6.1279,
251
  "step": 19500
252
  },
253
  {
254
+ "epoch": 0.16,
255
+ "learning_rate": 9.833413849972514e-06,
256
+ "loss": 6.0989,
257
  "step": 20000
258
  },
259
  {
260
+ "epoch": 0.16,
261
+ "eval_accuracy": 0.14962657625502945,
262
+ "eval_loss": 6.050579071044922,
263
+ "eval_runtime": 1905.78,
264
+ "eval_samples_per_second": 161.8,
265
+ "eval_steps_per_second": 3.371,
266
  "step": 20000
267
  },
268
  {
269
+ "epoch": 0.17,
270
+ "learning_rate": 9.82508454247114e-06,
271
+ "loss": 6.0772,
272
  "step": 20500
273
  },
274
  {
275
+ "epoch": 0.17,
276
+ "learning_rate": 9.816755234969766e-06,
277
+ "loss": 6.0584,
278
  "step": 21000
279
  },
280
  {
281
+ "epoch": 0.18,
282
+ "learning_rate": 9.808425927468391e-06,
283
+ "loss": 6.0453,
284
  "step": 21500
285
  },
286
  {
287
+ "epoch": 0.18,
288
+ "learning_rate": 9.800096619967016e-06,
289
+ "loss": 6.0179,
290
  "step": 22000
291
  },
292
  {
293
+ "epoch": 0.18,
294
+ "learning_rate": 9.791767312465643e-06,
295
+ "loss": 6.0092,
296
  "step": 22500
297
  },
298
  {
299
+ "epoch": 0.19,
300
+ "learning_rate": 9.783438004964268e-06,
301
+ "loss": 5.9849,
302
  "step": 23000
303
  },
304
  {
305
+ "epoch": 0.19,
306
+ "learning_rate": 9.775108697462895e-06,
307
+ "loss": 5.9743,
308
  "step": 23500
309
  },
310
  {
311
+ "epoch": 0.2,
312
+ "learning_rate": 9.76677938996152e-06,
313
+ "loss": 5.9589,
314
  "step": 24000
315
  },
316
  {
317
+ "epoch": 0.2,
318
+ "learning_rate": 9.758450082460145e-06,
319
+ "loss": 5.9517,
320
  "step": 24500
321
  },
322
  {
323
+ "epoch": 0.2,
324
+ "learning_rate": 9.750120774958771e-06,
325
+ "loss": 5.9402,
326
  "step": 25000
327
  },
328
  {
329
+ "epoch": 0.21,
330
+ "learning_rate": 9.741791467457396e-06,
331
+ "loss": 5.9265,
332
  "step": 25500
333
  },
334
  {
335
+ "epoch": 0.21,
336
+ "learning_rate": 9.733462159956021e-06,
337
+ "loss": 5.9173,
338
  "step": 26000
339
  },
340
  {
341
+ "epoch": 0.22,
342
+ "learning_rate": 9.725132852454648e-06,
343
+ "loss": 5.9136,
344
  "step": 26500
345
  },
346
  {
347
+ "epoch": 0.22,
348
+ "learning_rate": 9.716803544953275e-06,
349
+ "loss": 5.9017,
350
  "step": 27000
351
  },
352
  {
353
+ "epoch": 0.23,
354
+ "learning_rate": 9.7084742374519e-06,
355
+ "loss": 5.8892,
356
  "step": 27500
357
  },
358
  {
359
+ "epoch": 0.23,
360
+ "learning_rate": 9.700144929950525e-06,
361
+ "loss": 5.8801,
362
  "step": 28000
363
  },
364
  {
365
+ "epoch": 0.23,
366
+ "learning_rate": 9.69181562244915e-06,
367
+ "loss": 5.8756,
368
  "step": 28500
369
  },
370
  {
371
+ "epoch": 0.24,
372
+ "learning_rate": 9.683486314947776e-06,
373
+ "loss": 5.8644,
374
  "step": 29000
375
  },
376
  {
377
+ "epoch": 0.24,
378
+ "learning_rate": 9.675157007446401e-06,
379
+ "loss": 5.8509,
380
  "step": 29500
381
  },
382
  {
383
+ "epoch": 0.25,
384
+ "learning_rate": 9.666827699945028e-06,
385
+ "loss": 5.8451,
386
  "step": 30000
387
  },
388
  {
389
+ "epoch": 0.25,
390
+ "eval_accuracy": 0.16412580878108607,
391
+ "eval_loss": 5.772318363189697,
392
+ "eval_runtime": 1902.6551,
393
+ "eval_samples_per_second": 162.066,
394
+ "eval_steps_per_second": 3.377,
395
  "step": 30000
396
  },
397
  {
398
+ "epoch": 0.25,
399
+ "learning_rate": 9.658498392443653e-06,
400
+ "loss": 5.8273,
401
  "step": 30500
402
  },
403
  {
404
+ "epoch": 0.25,
405
+ "learning_rate": 9.65016908494228e-06,
406
+ "loss": 5.8145,
407
  "step": 31000
408
  },
409
  {
410
+ "epoch": 0.26,
411
+ "learning_rate": 9.641839777440905e-06,
412
+ "loss": 5.7962,
413
  "step": 31500
414
  },
415
  {
416
+ "epoch": 0.26,
417
+ "learning_rate": 9.63351046993953e-06,
418
+ "loss": 5.7685,
419
  "step": 32000
420
  },
421
  {
422
+ "epoch": 0.27,
423
+ "learning_rate": 9.625181162438155e-06,
424
+ "loss": 5.7434,
425
  "step": 32500
426
  },
427
  {
428
+ "epoch": 0.27,
429
+ "learning_rate": 9.616851854936781e-06,
430
+ "loss": 5.7186,
431
  "step": 33000
432
  },
433
  {
434
+ "epoch": 0.27,
435
+ "learning_rate": 9.608522547435406e-06,
436
+ "loss": 5.6865,
437
  "step": 33500
438
  },
439
  {
440
+ "epoch": 0.28,
441
+ "learning_rate": 9.600193239934033e-06,
442
+ "loss": 5.6545,
443
  "step": 34000
444
  },
445
  {
446
+ "epoch": 0.28,
447
+ "learning_rate": 9.591863932432658e-06,
448
+ "loss": 5.6153,
449
  "step": 34500
450
  },
451
  {
452
+ "epoch": 0.29,
453
+ "learning_rate": 9.583534624931285e-06,
454
+ "loss": 5.5852,
455
  "step": 35000
456
  },
457
  {
458
+ "epoch": 0.29,
459
+ "learning_rate": 9.57520531742991e-06,
460
+ "loss": 5.5549,
461
  "step": 35500
462
  },
463
  {
464
+ "epoch": 0.29,
465
+ "learning_rate": 9.566876009928535e-06,
466
+ "loss": 5.5122,
467
  "step": 36000
468
  },
469
  {
470
+ "epoch": 0.3,
471
+ "learning_rate": 9.55854670242716e-06,
472
+ "loss": 5.4715,
473
  "step": 36500
474
  },
475
  {
476
+ "epoch": 0.3,
477
+ "learning_rate": 9.550217394925787e-06,
478
+ "loss": 5.4367,
479
  "step": 37000
480
  },
481
  {
482
+ "epoch": 0.31,
483
+ "learning_rate": 9.541888087424413e-06,
484
+ "loss": 5.3973,
485
  "step": 37500
486
  },
487
  {
488
+ "epoch": 0.31,
489
+ "learning_rate": 9.533558779923038e-06,
490
+ "loss": 5.3576,
491
  "step": 38000
492
  },
493
  {
494
+ "epoch": 0.32,
495
+ "learning_rate": 9.525229472421663e-06,
496
+ "loss": 5.317,
497
  "step": 38500
498
  },
499
  {
500
+ "epoch": 0.32,
501
+ "learning_rate": 9.51690016492029e-06,
502
+ "loss": 5.2752,
503
  "step": 39000
504
  },
505
  {
506
+ "epoch": 0.32,
507
+ "learning_rate": 9.508570857418915e-06,
508
+ "loss": 5.2447,
509
  "step": 39500
510
  },
511
  {
512
+ "epoch": 0.33,
513
+ "learning_rate": 9.50024154991754e-06,
514
+ "loss": 5.2201,
515
  "step": 40000
516
  },
517
  {
518
+ "epoch": 0.33,
519
+ "eval_accuracy": 0.2600813187082812,
520
+ "eval_loss": 4.9319915771484375,
521
+ "eval_runtime": 1903.6429,
522
+ "eval_samples_per_second": 161.982,
523
+ "eval_steps_per_second": 3.375,
524
  "step": 40000
525
  },
526
  {
527
+ "epoch": 0.33,
528
+ "learning_rate": 9.491912242416167e-06,
529
+ "loss": 5.1834,
530
  "step": 40500
531
  },
532
  {
533
+ "epoch": 0.34,
534
+ "learning_rate": 9.483582934914792e-06,
535
+ "loss": 5.1577,
536
  "step": 41000
537
  },
538
  {
539
+ "epoch": 0.34,
540
+ "learning_rate": 9.475253627413418e-06,
541
+ "loss": 5.1278,
542
  "step": 41500
543
  },
544
  {
545
+ "epoch": 0.34,
546
+ "learning_rate": 9.466924319912043e-06,
547
+ "loss": 5.108,
548
  "step": 42000
549
  },
550
  {
551
+ "epoch": 0.35,
552
+ "learning_rate": 9.458595012410668e-06,
553
+ "loss": 5.0754,
554
  "step": 42500
555
  },
556
  {
557
+ "epoch": 0.35,
558
+ "learning_rate": 9.450265704909295e-06,
559
+ "loss": 5.0528,
560
  "step": 43000
561
  },
562
  {
563
+ "epoch": 0.36,
564
+ "learning_rate": 9.44193639740792e-06,
565
+ "loss": 5.0299,
566
  "step": 43500
567
  },
568
  {
569
+ "epoch": 0.36,
570
+ "learning_rate": 9.433607089906545e-06,
571
+ "loss": 5.0121,
572
  "step": 44000
573
  },
574
  {
575
+ "epoch": 0.36,
576
+ "learning_rate": 9.425277782405172e-06,
577
+ "loss": 4.9888,
578
  "step": 44500
579
  },
580
  {
581
+ "epoch": 0.37,
582
+ "learning_rate": 9.416948474903798e-06,
583
+ "loss": 4.973,
584
  "step": 45000
585
  },
586
  {
587
+ "epoch": 0.37,
588
+ "learning_rate": 9.408619167402423e-06,
589
+ "loss": 4.9544,
590
  "step": 45500
591
  },
592
  {
593
+ "epoch": 0.38,
594
+ "learning_rate": 9.400289859901048e-06,
595
+ "loss": 4.9261,
596
  "step": 46000
597
  },
598
  {
599
+ "epoch": 0.38,
600
+ "learning_rate": 9.391960552399673e-06,
601
+ "loss": 4.9114,
602
  "step": 46500
603
  },
604
  {
605
+ "epoch": 0.39,
606
+ "learning_rate": 9.3836312448983e-06,
607
+ "loss": 4.8889,
608
  "step": 47000
609
  },
610
  {
611
+ "epoch": 0.39,
612
+ "learning_rate": 9.375301937396925e-06,
613
+ "loss": 4.8765,
614
  "step": 47500
615
  },
616
  {
617
+ "epoch": 0.39,
618
+ "learning_rate": 9.366972629895552e-06,
619
+ "loss": 4.8578,
620
  "step": 48000
621
  },
622
  {
623
+ "epoch": 0.4,
624
+ "learning_rate": 9.358643322394177e-06,
625
+ "loss": 4.8399,
626
  "step": 48500
627
  },
628
  {
629
+ "epoch": 0.4,
630
+ "learning_rate": 9.350314014892804e-06,
631
+ "loss": 4.8233,
632
  "step": 49000
633
  },
634
  {
635
+ "epoch": 0.41,
636
+ "learning_rate": 9.341984707391429e-06,
637
+ "loss": 4.8104,
638
  "step": 49500
639
  },
640
  {
641
+ "epoch": 0.41,
642
+ "learning_rate": 9.333655399890054e-06,
643
+ "loss": 4.7956,
644
  "step": 50000
645
  },
646
  {
647
+ "epoch": 0.41,
648
+ "eval_accuracy": 0.2996993076603666,
649
+ "eval_loss": 4.529248237609863,
650
+ "eval_runtime": 1906.8682,
651
+ "eval_samples_per_second": 161.708,
652
+ "eval_steps_per_second": 3.369,
653
  "step": 50000
654
  },
655
  {
656
+ "epoch": 0.41,
657
+ "learning_rate": 9.325326092388679e-06,
658
+ "loss": 4.7771,
659
  "step": 50500
660
  },
661
  {
662
+ "epoch": 0.42,
663
+ "learning_rate": 9.316996784887305e-06,
664
+ "loss": 4.7665,
665
  "step": 51000
666
  },
667
  {
668
+ "epoch": 0.42,
669
+ "learning_rate": 9.30866747738593e-06,
670
+ "loss": 4.7524,
671
  "step": 51500
672
  },
673
  {
674
+ "epoch": 0.43,
675
+ "learning_rate": 9.300338169884557e-06,
676
+ "loss": 4.7381,
677
  "step": 52000
678
  },
679
  {
680
+ "epoch": 0.43,
681
+ "learning_rate": 9.292008862383182e-06,
682
+ "loss": 4.7235,
683
  "step": 52500
684
  },
685
  {
686
+ "epoch": 0.43,
687
+ "learning_rate": 9.283679554881809e-06,
688
+ "loss": 4.7149,
689
  "step": 53000
690
  },
691
  {
692
+ "epoch": 0.44,
693
+ "learning_rate": 9.275350247380434e-06,
694
+ "loss": 4.6969,
695
  "step": 53500
696
  },
697
  {
698
+ "epoch": 0.44,
699
+ "learning_rate": 9.267020939879059e-06,
700
+ "loss": 4.6847,
701
  "step": 54000
702
  },
703
  {
704
+ "epoch": 0.45,
705
+ "learning_rate": 9.258691632377685e-06,
706
+ "loss": 4.6756,
707
  "step": 54500
708
  },
709
  {
710
+ "epoch": 0.45,
711
+ "learning_rate": 9.25036232487631e-06,
712
+ "loss": 4.6549,
713
  "step": 55000
714
  },
715
  {
716
+ "epoch": 0.45,
717
+ "learning_rate": 9.242033017374937e-06,
718
+ "loss": 4.6508,
719
  "step": 55500
720
  },
721
  {
722
+ "epoch": 0.46,
723
+ "learning_rate": 9.233703709873562e-06,
724
+ "loss": 4.6335,
725
  "step": 56000
726
  },
727
  {
728
+ "epoch": 0.46,
729
+ "learning_rate": 9.225374402372189e-06,
730
+ "loss": 4.6204,
731
  "step": 56500
732
  },
733
  {
734
+ "epoch": 0.47,
735
+ "learning_rate": 9.217045094870814e-06,
736
+ "loss": 4.6042,
737
  "step": 57000
738
  },
739
  {
740
+ "epoch": 0.47,
741
+ "learning_rate": 9.208715787369439e-06,
742
+ "loss": 4.6008,
743
  "step": 57500
744
  },
745
  {
746
+ "epoch": 0.48,
747
+ "learning_rate": 9.200386479868064e-06,
748
+ "loss": 4.5929,
749
  "step": 58000
750
  },
751
  {
752
+ "epoch": 0.48,
753
+ "learning_rate": 9.19205717236669e-06,
754
+ "loss": 4.5801,
755
  "step": 58500
756
  },
757
  {
758
+ "epoch": 0.48,
759
+ "learning_rate": 9.183727864865315e-06,
760
+ "loss": 4.568,
761
  "step": 59000
762
  },
763
  {
764
+ "epoch": 0.49,
765
+ "learning_rate": 9.175398557363942e-06,
766
+ "loss": 4.5655,
767
  "step": 59500
768
  },
769
  {
770
+ "epoch": 0.49,
771
+ "learning_rate": 9.167069249862567e-06,
772
+ "loss": 4.5545,
773
  "step": 60000
774
  },
775
  {
776
+ "epoch": 0.49,
777
+ "eval_accuracy": 0.32070779305944885,
778
+ "eval_loss": 4.305963516235352,
779
+ "eval_runtime": 1905.262,
780
+ "eval_samples_per_second": 161.844,
781
+ "eval_steps_per_second": 3.372,
782
  "step": 60000
783
  },
784
  {
785
+ "epoch": 0.5,
786
+ "learning_rate": 9.158739942361194e-06,
787
+ "loss": 4.5355,
788
  "step": 60500
789
  },
790
  {
791
+ "epoch": 0.5,
792
+ "learning_rate": 9.150410634859819e-06,
793
+ "loss": 4.5213,
794
  "step": 61000
795
  },
796
  {
797
+ "epoch": 0.5,
798
+ "learning_rate": 9.142081327358444e-06,
799
+ "loss": 4.5141,
800
  "step": 61500
801
  },
802
  {
803
+ "epoch": 0.51,
804
+ "learning_rate": 9.133752019857069e-06,
805
+ "loss": 4.493,
806
  "step": 62000
807
  },
808
  {
809
+ "epoch": 0.51,
810
+ "learning_rate": 9.125422712355696e-06,
811
+ "loss": 4.476,
812
  "step": 62500
813
  },
814
  {
815
+ "epoch": 0.52,
816
+ "learning_rate": 9.11709340485432e-06,
817
+ "loss": 4.4451,
818
  "step": 63000
819
  },
820
  {
821
+ "epoch": 0.52,
822
+ "learning_rate": 9.108764097352947e-06,
823
+ "loss": 4.4027,
824
  "step": 63500
825
  },
826
  {
827
+ "epoch": 0.52,
828
+ "learning_rate": 9.100434789851572e-06,
829
+ "loss": 4.3842,
830
  "step": 64000
831
  },
832
  {
833
+ "epoch": 0.53,
834
+ "learning_rate": 9.092105482350199e-06,
835
+ "loss": 4.3607,
836
  "step": 64500
837
  },
838
  {
839
+ "epoch": 0.53,
840
+ "learning_rate": 9.083776174848824e-06,
841
+ "loss": 4.3418,
842
  "step": 65000
843
  },
844
  {
845
+ "epoch": 0.54,
846
+ "learning_rate": 9.075446867347449e-06,
847
+ "loss": 4.3214,
848
  "step": 65500
849
  },
850
  {
851
+ "epoch": 0.54,
852
+ "learning_rate": 9.067117559846076e-06,
853
+ "loss": 4.3014,
854
  "step": 66000
855
  },
856
  {
857
+ "epoch": 0.54,
858
+ "learning_rate": 9.0587882523447e-06,
859
+ "loss": 4.2714,
860
  "step": 66500
861
  },
862
  {
863
+ "epoch": 0.55,
864
+ "learning_rate": 9.050458944843327e-06,
865
+ "loss": 4.2494,
866
  "step": 67000
867
  },
868
  {
869
+ "epoch": 0.55,
870
+ "learning_rate": 9.042129637341952e-06,
871
+ "loss": 4.237,
872
  "step": 67500
873
  },
874
  {
875
+ "epoch": 0.56,
876
+ "learning_rate": 9.033800329840577e-06,
877
+ "loss": 4.2261,
878
  "step": 68000
879
  },
880
  {
881
+ "epoch": 0.56,
882
+ "learning_rate": 9.025471022339204e-06,
883
+ "loss": 4.2094,
884
  "step": 68500
885
  },
886
  {
887
+ "epoch": 0.57,
888
+ "learning_rate": 9.017141714837829e-06,
889
+ "loss": 4.1862,
890
  "step": 69000
891
  },
892
  {
893
+ "epoch": 0.57,
894
+ "learning_rate": 9.008812407336454e-06,
895
+ "loss": 4.178,
896
  "step": 69500
897
  },
898
  {
899
+ "epoch": 0.57,
900
+ "learning_rate": 9.00048309983508e-06,
901
+ "loss": 4.1581,
902
  "step": 70000
903
  },
904
  {
905
+ "epoch": 0.57,
906
+ "eval_accuracy": 0.35988390080598215,
907
+ "eval_loss": 3.9310877323150635,
908
+ "eval_runtime": 1890.9984,
909
+ "eval_samples_per_second": 163.065,
910
+ "eval_steps_per_second": 3.398,
911
  "step": 70000
912
  },
913
  {
914
+ "epoch": 0.58,
915
+ "learning_rate": 8.992153792333706e-06,
916
+ "loss": 4.1385,
917
  "step": 70500
918
  },
919
  {
920
+ "epoch": 0.58,
921
+ "learning_rate": 8.983824484832332e-06,
922
+ "loss": 4.1204,
923
  "step": 71000
924
  },
925
  {
926
+ "epoch": 0.59,
927
+ "learning_rate": 8.975495177330957e-06,
928
+ "loss": 4.113,
929
  "step": 71500
930
  },
931
  {
932
+ "epoch": 0.59,
933
+ "learning_rate": 8.967165869829582e-06,
934
+ "loss": 4.0981,
935
  "step": 72000
936
  },
937
  {
938
+ "epoch": 0.59,
939
+ "learning_rate": 8.958836562328209e-06,
940
+ "loss": 4.0918,
941
  "step": 72500
942
  },
943
  {
944
+ "epoch": 0.6,
945
+ "learning_rate": 8.950507254826834e-06,
946
+ "loss": 4.0699,
947
  "step": 73000
948
  },
949
  {
950
+ "epoch": 0.6,
951
+ "learning_rate": 8.942177947325459e-06,
952
+ "loss": 4.0667,
953
  "step": 73500
954
  },
955
  {
956
+ "epoch": 0.61,
957
+ "learning_rate": 8.933848639824086e-06,
958
+ "loss": 4.0472,
959
  "step": 74000
960
  },
961
  {
962
+ "epoch": 0.61,
963
+ "learning_rate": 8.925519332322713e-06,
964
+ "loss": 4.0402,
965
  "step": 74500
966
  },
967
  {
968
+ "epoch": 0.61,
969
+ "learning_rate": 8.917190024821338e-06,
970
+ "loss": 4.0342,
971
  "step": 75000
972
  },
973
  {
974
+ "epoch": 0.62,
975
+ "learning_rate": 8.908860717319963e-06,
976
+ "loss": 4.0118,
977
  "step": 75500
978
  },
979
  {
980
+ "epoch": 0.62,
981
+ "learning_rate": 8.900531409818588e-06,
982
+ "loss": 4.0043,
983
  "step": 76000
984
  },
985
  {
986
+ "epoch": 0.63,
987
+ "learning_rate": 8.892202102317214e-06,
988
+ "loss": 3.9938,
989
  "step": 76500
990
  },
991
  {
992
+ "epoch": 0.63,
993
+ "learning_rate": 8.88387279481584e-06,
994
+ "loss": 3.9805,
995
  "step": 77000
996
  },
997
  {
998
+ "epoch": 0.63,
999
+ "learning_rate": 8.875543487314466e-06,
1000
+ "loss": 3.9738,
1001
  "step": 77500
1002
  },
1003
  {
1004
+ "epoch": 0.64,
1005
+ "learning_rate": 8.867214179813091e-06,
1006
+ "loss": 3.9624,
1007
  "step": 78000
1008
  },
1009
  {
1010
+ "epoch": 0.64,
1011
+ "learning_rate": 8.858884872311718e-06,
1012
+ "loss": 3.9592,
1013
  "step": 78500
1014
  },
1015
  {
1016
+ "epoch": 0.65,
1017
+ "learning_rate": 8.850555564810343e-06,
1018
+ "loss": 3.9471,
1019
  "step": 79000
1020
  },
1021
  {
1022
+ "epoch": 0.65,
1023
+ "learning_rate": 8.842226257308968e-06,
1024
+ "loss": 3.9392,
1025
  "step": 79500
1026
  },
1027
  {
1028
+ "epoch": 0.66,
1029
+ "learning_rate": 8.833896949807593e-06,
1030
+ "loss": 3.9322,
1031
  "step": 80000
1032
  },
1033
  {
1034
+ "epoch": 0.66,
1035
+ "eval_accuracy": 0.37933698245589076,
1036
+ "eval_loss": 3.7415122985839844,
1037
+ "eval_runtime": 1892.6006,
1038
+ "eval_samples_per_second": 162.927,
1039
+ "eval_steps_per_second": 3.395,
1040
  "step": 80000
1041
  },
1042
  {
1043
+ "epoch": 0.66,
1044
+ "learning_rate": 8.82556764230622e-06,
1045
+ "loss": 3.919,
1046
  "step": 80500
1047
  },
1048
  {
1049
+ "epoch": 0.66,
1050
+ "learning_rate": 8.817238334804844e-06,
1051
+ "loss": 3.9121,
1052
  "step": 81000
1053
  },
1054
  {
1055
+ "epoch": 0.67,
1056
+ "learning_rate": 8.808909027303471e-06,
1057
+ "loss": 3.8976,
1058
  "step": 81500
1059
  },
1060
  {
1061
+ "epoch": 0.67,
1062
+ "learning_rate": 8.800579719802096e-06,
1063
+ "loss": 3.8933,
1064
  "step": 82000
1065
  },
1066
  {
1067
+ "epoch": 0.68,
1068
+ "learning_rate": 8.792250412300723e-06,
1069
+ "loss": 3.874,
1070
  "step": 82500
1071
  },
1072
  {
1073
+ "epoch": 0.68,
1074
+ "learning_rate": 8.783921104799348e-06,
1075
+ "loss": 3.8793,
1076
  "step": 83000
1077
  },
1078
  {
1079
+ "epoch": 0.68,
1080
+ "learning_rate": 8.775591797297973e-06,
1081
+ "loss": 3.8675,
1082
  "step": 83500
1083
  },
1084
  {
1085
+ "epoch": 0.69,
1086
+ "learning_rate": 8.767262489796598e-06,
1087
+ "loss": 3.8537,
1088
  "step": 84000
1089
  },
1090
  {
1091
+ "epoch": 0.69,
1092
+ "learning_rate": 8.758933182295224e-06,
1093
+ "loss": 3.8446,
1094
  "step": 84500
1095
  },
1096
  {
1097
+ "epoch": 0.7,
1098
+ "learning_rate": 8.750603874793851e-06,
1099
+ "loss": 3.8418,
1100
  "step": 85000
1101
  },
1102
  {
1103
+ "epoch": 0.7,
1104
+ "learning_rate": 8.742274567292476e-06,
1105
+ "loss": 3.8367,
1106
  "step": 85500
1107
  },
1108
  {
1109
+ "epoch": 0.7,
1110
+ "learning_rate": 8.733945259791101e-06,
1111
+ "loss": 3.8207,
1112
  "step": 86000
1113
  },
1114
  {
1115
+ "epoch": 0.71,
1116
+ "learning_rate": 8.725615952289728e-06,
1117
+ "loss": 3.82,
1118
  "step": 86500
1119
  },
1120
  {
1121
+ "epoch": 0.71,
1122
+ "learning_rate": 8.717286644788353e-06,
1123
+ "loss": 3.8094,
1124
  "step": 87000
1125
  },
1126
  {
1127
+ "epoch": 0.72,
1128
+ "learning_rate": 8.708957337286978e-06,
1129
+ "loss": 3.8014,
1130
  "step": 87500
1131
  },
1132
  {
1133
+ "epoch": 0.72,
1134
+ "learning_rate": 8.700628029785605e-06,
1135
+ "loss": 3.7911,
1136
  "step": 88000
1137
  },
1138
  {
1139
+ "epoch": 0.73,
1140
+ "learning_rate": 8.69229872228423e-06,
1141
+ "loss": 3.786,
1142
  "step": 88500
1143
  },
1144
  {
1145
+ "epoch": 0.73,
1146
+ "learning_rate": 8.683969414782856e-06,
1147
+ "loss": 3.7768,
1148
  "step": 89000
1149
  },
1150
  {
1151
+ "epoch": 0.73,
1152
+ "learning_rate": 8.675640107281481e-06,
1153
+ "loss": 3.7711,
1154
  "step": 89500
1155
  },
1156
  {
1157
+ "epoch": 0.74,
1158
+ "learning_rate": 8.667310799780106e-06,
1159
+ "loss": 3.768,
1160
  "step": 90000
1161
  },
1162
  {
1163
+ "epoch": 0.74,
1164
+ "eval_accuracy": 0.3947731430260351,
1165
+ "eval_loss": 3.599203586578369,
1166
+ "eval_runtime": 1891.3246,
1167
+ "eval_samples_per_second": 163.037,
1168
+ "eval_steps_per_second": 3.397,
1169
  "step": 90000
1170
  },
1171
  {
1172
+ "epoch": 0.74,
1173
+ "learning_rate": 8.658981492278733e-06,
1174
+ "loss": 3.7567,
1175
  "step": 90500
1176
  },
1177
  {
1178
+ "epoch": 0.75,
1179
+ "learning_rate": 8.650652184777358e-06,
1180
+ "loss": 3.7522,
1181
  "step": 91000
1182
  },
1183
  {
1184
+ "epoch": 0.75,
1185
+ "learning_rate": 8.642322877275983e-06,
1186
+ "loss": 3.746,
1187
  "step": 91500
1188
  },
1189
  {
1190
+ "epoch": 0.75,
1191
+ "learning_rate": 8.63399356977461e-06,
1192
+ "loss": 3.7475,
1193
  "step": 92000
1194
  },
1195
  {
1196
+ "epoch": 0.76,
1197
+ "learning_rate": 8.625664262273236e-06,
1198
+ "loss": 3.73,
1199
  "step": 92500
1200
  },
1201
  {
1202
+ "epoch": 0.76,
1203
+ "learning_rate": 8.617334954771861e-06,
1204
+ "loss": 3.7315,
1205
  "step": 93000
1206
  },
1207
  {
1208
+ "epoch": 0.77,
1209
+ "learning_rate": 8.609005647270486e-06,
1210
+ "loss": 3.7143,
1211
  "step": 93500
1212
  },
1213
  {
1214
+ "epoch": 0.77,
1215
+ "learning_rate": 8.600676339769111e-06,
1216
+ "loss": 3.7137,
1217
  "step": 94000
1218
  },
1219
  {
1220
+ "epoch": 0.77,
1221
+ "learning_rate": 8.592347032267738e-06,
1222
+ "loss": 3.7112,
1223
  "step": 94500
1224
  },
1225
  {
1226
+ "epoch": 0.78,
1227
+ "learning_rate": 8.584017724766363e-06,
1228
+ "loss": 3.6994,
1229
  "step": 95000
1230
  },
1231
  {
1232
+ "epoch": 0.78,
1233
+ "learning_rate": 8.57568841726499e-06,
1234
+ "loss": 3.7001,
1235
  "step": 95500
1236
  },
1237
  {
1238
+ "epoch": 0.79,
1239
+ "learning_rate": 8.567359109763615e-06,
1240
+ "loss": 3.6954,
1241
  "step": 96000
1242
  },
1243
  {
1244
+ "epoch": 0.79,
1245
+ "learning_rate": 8.559029802262241e-06,
1246
+ "loss": 3.6877,
1247
  "step": 96500
1248
  },
1249
  {
1250
+ "epoch": 0.79,
1251
+ "learning_rate": 8.550700494760866e-06,
1252
+ "loss": 3.6817,
1253
  "step": 97000
1254
  },
1255
  {
1256
+ "epoch": 0.8,
1257
+ "learning_rate": 8.542371187259491e-06,
1258
+ "loss": 3.6762,
1259
  "step": 97500
1260
  },
1261
  {
1262
+ "epoch": 0.8,
1263
+ "learning_rate": 8.534041879758118e-06,
1264
+ "loss": 3.6701,
1265
  "step": 98000
1266
  },
1267
  {
1268
+ "epoch": 0.81,
1269
+ "learning_rate": 8.525712572256743e-06,
1270
+ "loss": 3.6698,
1271
  "step": 98500
1272
  },
1273
  {
1274
+ "epoch": 0.81,
1275
+ "learning_rate": 8.517383264755368e-06,
1276
+ "loss": 3.6626,
1277
  "step": 99000
1278
  },
1279
  {
1280
+ "epoch": 0.82,
1281
+ "learning_rate": 8.509053957253995e-06,
1282
+ "loss": 3.6505,
1283
  "step": 99500
1284
  },
1285
  {
1286
+ "epoch": 0.82,
1287
+ "learning_rate": 8.500724649752622e-06,
1288
+ "loss": 3.6454,
1289
  "step": 100000
1290
  },
1291
  {
1292
+ "epoch": 0.82,
1293
+ "eval_accuracy": 0.40700066861556927,
1294
+ "eval_loss": 3.4867753982543945,
1295
+ "eval_runtime": 1892.7615,
1296
+ "eval_samples_per_second": 162.913,
1297
+ "eval_steps_per_second": 3.395,
1298
  "step": 100000
1299
  },
1300
  {
1301
+ "epoch": 0.82,
1302
+ "learning_rate": 8.492395342251247e-06,
1303
+ "loss": 3.6422,
1304
  "step": 100500
1305
  },
1306
  {
1307
+ "epoch": 0.83,
1308
+ "learning_rate": 8.484066034749872e-06,
1309
+ "loss": 3.6306,
1310
  "step": 101000
1311
  },
1312
  {
1313
+ "epoch": 0.83,
1314
+ "learning_rate": 8.475736727248497e-06,
1315
+ "loss": 3.6377,
1316
  "step": 101500
1317
  },
1318
  {
1319
+ "epoch": 0.83,
1320
+ "step": 101739,
1321
+ "total_flos": 1.446910793294545e+18,
1322
+ "train_loss": 5.001880543803223,
1323
+ "train_runtime": 107986.7352,
1324
+ "train_samples_per_second": 271.272,
1325
+ "train_steps_per_second": 5.652
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1326
  }
1327
  ],
1328
+ "max_steps": 610290,
1329
  "num_train_epochs": 5,
1330
+ "total_flos": 1.446910793294545e+18,
1331
  "trial_name": null,
1332
  "trial_params": null
1333
  }