khleeloo commited on
Commit
086441b
1 Parent(s): ebfade5

Training in progress, epoch 1

Browse files
all_results.json CHANGED
@@ -1,16 +1,16 @@
1
  {
2
- "epoch": 4.0,
3
- "eval_accuracy": 0.8029100529100529,
4
- "eval_f1": 0.7964648989688592,
5
- "eval_loss": 0.8055053353309631,
6
- "eval_precision": 0.797659702180121,
7
- "eval_recall": 0.8029100529100529,
8
- "eval_runtime": 8.9204,
9
- "eval_samples_per_second": 169.499,
10
- "eval_steps_per_second": 10.65,
11
  "total_flos": 3.104468219559813e+18,
12
- "train_loss": 0.07359402208736303,
13
- "train_runtime": 853.5389,
14
- "train_samples_per_second": 46.934,
15
- "train_steps_per_second": 2.934
16
  }
 
1
  {
2
+ "epoch": 6.0,
3
+ "eval_accuracy": 0.794973544973545,
4
+ "eval_f1": 0.7911822260194087,
5
+ "eval_loss": 0.8158386945724487,
6
+ "eval_precision": 0.7898693796510783,
7
+ "eval_recall": 0.794973544973545,
8
+ "eval_runtime": 8.8626,
9
+ "eval_samples_per_second": 170.604,
10
+ "eval_steps_per_second": 10.719,
11
  "total_flos": 3.104468219559813e+18,
12
+ "train_loss": 0.07414248911174177,
13
+ "train_runtime": 1259.2386,
14
+ "train_samples_per_second": 47.719,
15
+ "train_steps_per_second": 2.983
16
  }
eval_results.json CHANGED
@@ -1,11 +1,11 @@
1
  {
2
- "epoch": 4.0,
3
- "eval_accuracy": 0.8029100529100529,
4
- "eval_f1": 0.7964648989688592,
5
- "eval_loss": 0.8055053353309631,
6
- "eval_precision": 0.797659702180121,
7
- "eval_recall": 0.8029100529100529,
8
- "eval_runtime": 8.9204,
9
- "eval_samples_per_second": 169.499,
10
- "eval_steps_per_second": 10.65
11
  }
 
1
  {
2
+ "epoch": 6.0,
3
+ "eval_accuracy": 0.794973544973545,
4
+ "eval_f1": 0.7911822260194087,
5
+ "eval_loss": 0.8158386945724487,
6
+ "eval_precision": 0.7898693796510783,
7
+ "eval_recall": 0.794973544973545,
8
+ "eval_runtime": 8.8626,
9
+ "eval_samples_per_second": 170.604,
10
+ "eval_steps_per_second": 10.719
11
  }
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f0c9ddce22e8203fe9e31c613251334d0fa8644edeef89eba6ad003abcfe379e
3
  size 343284077
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2e1014dfea819e7210421dbff6a76e2e50982b8a3ef3654b5d84dca7c7eaae57
3
  size 343284077
runs/Oct26_16-14-30_EE4E077/events.out.tfevents.1698309421.EE4E077.4972.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e1ed954d118a23fc8f1085a0099eda82cbff5af44a5cadc8e2ce162562a1d2b1
3
+ size 560
runs/Oct26_22-22-35_EE4E077/1698330159.2987473/events.out.tfevents.1698330159.EE4E077.66330.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:da61e91f6267495bbbb15b83e118cd965b168ad39ea2a8fea0d6bf56fbaf1d31
3
+ size 5919
runs/Oct26_22-22-35_EE4E077/events.out.tfevents.1698330159.EE4E077.66330.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:39ba04b1244cc46efcfad7980d1e4165eee0e5f2693b5d3a6454367f6ac576e3
3
+ size 14419
train_results.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "epoch": 4.0,
3
- "train_loss": 0.07359402208736303,
4
- "train_runtime": 853.5389,
5
- "train_samples_per_second": 46.934,
6
- "train_steps_per_second": 2.934
7
  }
 
1
  {
2
+ "epoch": 6.0,
3
+ "train_loss": 0.07414248911174177,
4
+ "train_runtime": 1259.2386,
5
+ "train_samples_per_second": 47.719,
6
+ "train_steps_per_second": 2.983
7
  }
trainer_state.json CHANGED
@@ -1,1573 +1,2347 @@
1
  {
2
- "best_metric": 0.8652849740932642,
3
  "best_model_checkpoint": "./vit-focal-skin/checkpoint-2504",
4
- "epoch": 4.0,
5
- "global_step": 2504,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
9
  "log_history": [
10
  {
11
  "epoch": 0.02,
12
- "learning_rate": 0.00019920127795527157,
13
- "loss": 0.0489,
14
  "step": 10
15
  },
16
  {
17
  "epoch": 0.03,
18
- "learning_rate": 0.00019840255591054313,
19
- "loss": 0.2891,
20
  "step": 20
21
  },
22
  {
23
  "epoch": 0.05,
24
- "learning_rate": 0.00019760383386581472,
25
- "loss": 0.1078,
26
  "step": 30
27
  },
28
  {
29
  "epoch": 0.06,
30
- "learning_rate": 0.00019680511182108628,
31
- "loss": 0.2355,
32
  "step": 40
33
  },
34
  {
35
  "epoch": 0.08,
36
- "learning_rate": 0.00019600638977635784,
37
- "loss": 0.1737,
38
  "step": 50
39
  },
40
  {
41
  "epoch": 0.1,
42
- "learning_rate": 0.0001952076677316294,
43
- "loss": 0.2375,
44
  "step": 60
45
  },
46
  {
47
  "epoch": 0.11,
48
- "learning_rate": 0.00019440894568690097,
49
- "loss": 0.2485,
50
  "step": 70
51
  },
52
  {
53
  "epoch": 0.13,
54
- "learning_rate": 0.00019361022364217253,
55
- "loss": 0.2195,
56
  "step": 80
57
  },
58
  {
59
  "epoch": 0.14,
60
- "learning_rate": 0.0001928115015974441,
61
- "loss": 0.188,
62
  "step": 90
63
  },
64
  {
65
  "epoch": 0.16,
66
- "learning_rate": 0.00019201277955271565,
67
- "loss": 0.1955,
68
  "step": 100
69
  },
70
  {
71
  "epoch": 0.18,
72
- "learning_rate": 0.0001912140575079872,
73
- "loss": 0.3527,
74
  "step": 110
75
  },
76
  {
77
  "epoch": 0.19,
78
- "learning_rate": 0.0001904153354632588,
79
- "loss": 0.1645,
80
  "step": 120
81
  },
82
  {
83
  "epoch": 0.21,
84
- "learning_rate": 0.00018961661341853036,
85
- "loss": 0.1028,
86
  "step": 130
87
  },
88
  {
89
  "epoch": 0.22,
90
- "learning_rate": 0.00018881789137380192,
91
- "loss": 0.1078,
92
  "step": 140
93
  },
94
  {
95
  "epoch": 0.24,
96
- "learning_rate": 0.00018801916932907348,
97
- "loss": 0.2549,
98
  "step": 150
99
  },
100
  {
101
  "epoch": 0.26,
102
- "learning_rate": 0.00018722044728434505,
103
- "loss": 0.2236,
104
  "step": 160
105
  },
106
  {
107
  "epoch": 0.27,
108
- "learning_rate": 0.00018642172523961663,
109
- "loss": 0.1437,
110
  "step": 170
111
  },
112
  {
113
  "epoch": 0.29,
114
- "learning_rate": 0.0001856230031948882,
115
- "loss": 0.1704,
116
  "step": 180
117
  },
118
  {
119
  "epoch": 0.3,
120
- "learning_rate": 0.00018482428115015976,
121
- "loss": 0.2953,
122
  "step": 190
123
  },
124
  {
125
  "epoch": 0.32,
126
- "learning_rate": 0.00018402555910543132,
127
- "loss": 0.2462,
128
  "step": 200
129
  },
130
  {
131
  "epoch": 0.34,
132
- "learning_rate": 0.00018322683706070288,
133
- "loss": 0.2243,
134
  "step": 210
135
  },
136
  {
137
  "epoch": 0.35,
138
- "learning_rate": 0.00018242811501597444,
139
- "loss": 0.141,
140
  "step": 220
141
  },
142
  {
143
  "epoch": 0.37,
144
- "learning_rate": 0.000181629392971246,
145
- "loss": 0.1903,
146
  "step": 230
147
  },
148
  {
149
  "epoch": 0.38,
150
- "learning_rate": 0.00018083067092651756,
151
- "loss": 0.2194,
152
  "step": 240
153
  },
154
  {
155
  "epoch": 0.4,
156
- "learning_rate": 0.00018003194888178913,
157
- "loss": 0.1511,
158
  "step": 250
159
  },
160
  {
161
  "epoch": 0.42,
162
- "learning_rate": 0.00017923322683706071,
163
- "loss": 0.1778,
164
  "step": 260
165
  },
166
  {
167
  "epoch": 0.43,
168
- "learning_rate": 0.00017843450479233228,
169
- "loss": 0.1996,
170
  "step": 270
171
  },
172
  {
173
  "epoch": 0.45,
174
- "learning_rate": 0.00017763578274760384,
175
- "loss": 0.2369,
176
  "step": 280
177
  },
178
  {
179
  "epoch": 0.46,
180
- "learning_rate": 0.0001768370607028754,
181
- "loss": 0.2485,
182
  "step": 290
183
  },
184
  {
185
  "epoch": 0.48,
186
- "learning_rate": 0.000176038338658147,
187
- "loss": 0.1215,
188
  "step": 300
189
  },
190
  {
191
  "epoch": 0.5,
192
- "learning_rate": 0.00017523961661341855,
193
- "loss": 0.1876,
194
  "step": 310
195
  },
196
  {
197
  "epoch": 0.51,
198
- "learning_rate": 0.0001744408945686901,
199
- "loss": 0.0868,
200
  "step": 320
201
  },
202
  {
203
  "epoch": 0.53,
204
- "learning_rate": 0.00017364217252396167,
205
- "loss": 0.1897,
206
  "step": 330
207
  },
208
  {
209
  "epoch": 0.54,
210
- "learning_rate": 0.00017284345047923323,
211
- "loss": 0.1917,
212
  "step": 340
213
  },
214
  {
215
  "epoch": 0.56,
216
- "learning_rate": 0.00017204472843450482,
217
- "loss": 0.1873,
218
  "step": 350
219
  },
220
  {
221
  "epoch": 0.58,
222
- "learning_rate": 0.00017124600638977638,
223
- "loss": 0.1629,
224
  "step": 360
225
  },
226
  {
227
  "epoch": 0.59,
228
- "learning_rate": 0.00017044728434504792,
229
- "loss": 0.0677,
230
  "step": 370
231
  },
232
  {
233
  "epoch": 0.61,
234
- "learning_rate": 0.00016964856230031948,
235
- "loss": 0.0944,
236
  "step": 380
237
  },
238
  {
239
  "epoch": 0.62,
240
- "learning_rate": 0.00016884984025559104,
241
- "loss": 0.1851,
242
  "step": 390
243
  },
244
  {
245
  "epoch": 0.64,
246
- "learning_rate": 0.00016805111821086263,
247
- "loss": 0.2105,
248
  "step": 400
249
  },
250
  {
251
  "epoch": 0.65,
252
- "learning_rate": 0.0001672523961661342,
253
- "loss": 0.1481,
254
  "step": 410
255
  },
256
  {
257
  "epoch": 0.67,
258
- "learning_rate": 0.00016645367412140575,
259
- "loss": 0.1866,
260
  "step": 420
261
  },
262
  {
263
  "epoch": 0.69,
264
- "learning_rate": 0.0001656549520766773,
265
- "loss": 0.1909,
266
  "step": 430
267
  },
268
  {
269
  "epoch": 0.7,
270
- "learning_rate": 0.0001648562300319489,
271
- "loss": 0.1715,
272
  "step": 440
273
  },
274
  {
275
  "epoch": 0.72,
276
- "learning_rate": 0.00016405750798722046,
277
- "loss": 0.1671,
278
  "step": 450
279
  },
280
  {
281
  "epoch": 0.73,
282
- "learning_rate": 0.00016325878594249202,
283
- "loss": 0.145,
284
  "step": 460
285
  },
286
  {
287
  "epoch": 0.75,
288
- "learning_rate": 0.00016246006389776359,
289
- "loss": 0.2137,
290
  "step": 470
291
  },
292
  {
293
  "epoch": 0.77,
294
- "learning_rate": 0.00016166134185303515,
295
- "loss": 0.1831,
296
  "step": 480
297
  },
298
  {
299
  "epoch": 0.78,
300
- "learning_rate": 0.00016086261980830674,
301
- "loss": 0.2028,
302
  "step": 490
303
  },
304
  {
305
  "epoch": 0.8,
306
- "learning_rate": 0.0001600638977635783,
307
- "loss": 0.1216,
308
  "step": 500
309
  },
310
  {
311
  "epoch": 0.81,
312
- "learning_rate": 0.00015926517571884986,
313
- "loss": 0.195,
314
  "step": 510
315
  },
316
  {
317
  "epoch": 0.83,
318
- "learning_rate": 0.00015846645367412142,
319
- "loss": 0.1339,
320
  "step": 520
321
  },
322
  {
323
  "epoch": 0.85,
324
- "learning_rate": 0.00015766773162939298,
325
- "loss": 0.1731,
326
  "step": 530
327
  },
328
  {
329
  "epoch": 0.86,
330
- "learning_rate": 0.00015686900958466454,
331
- "loss": 0.2264,
332
  "step": 540
333
  },
334
  {
335
  "epoch": 0.88,
336
- "learning_rate": 0.0001560702875399361,
337
- "loss": 0.18,
338
  "step": 550
339
  },
340
  {
341
  "epoch": 0.89,
342
- "learning_rate": 0.00015527156549520767,
343
- "loss": 0.1709,
344
  "step": 560
345
  },
346
  {
347
  "epoch": 0.91,
348
- "learning_rate": 0.00015447284345047923,
349
- "loss": 0.0934,
350
  "step": 570
351
  },
352
  {
353
  "epoch": 0.93,
354
- "learning_rate": 0.00015367412140575082,
355
- "loss": 0.1188,
356
  "step": 580
357
  },
358
  {
359
  "epoch": 0.94,
360
- "learning_rate": 0.00015287539936102238,
361
- "loss": 0.1123,
362
  "step": 590
363
  },
364
  {
365
  "epoch": 0.96,
366
- "learning_rate": 0.00015207667731629394,
367
- "loss": 0.2367,
368
  "step": 600
369
  },
370
  {
371
  "epoch": 0.97,
372
- "learning_rate": 0.0001512779552715655,
373
- "loss": 0.2077,
374
  "step": 610
375
  },
376
  {
377
  "epoch": 0.99,
378
- "learning_rate": 0.00015047923322683706,
379
- "loss": 0.1373,
380
  "step": 620
381
  },
382
  {
383
  "epoch": 1.0,
384
- "eval_accuracy": 0.8393782383419689,
385
- "eval_f1": 0.8433863334540076,
386
- "eval_loss": 0.36540716886520386,
387
- "eval_precision": 0.8542463099229327,
388
- "eval_recall": 0.8393782383419689,
389
- "eval_runtime": 1.3043,
390
- "eval_samples_per_second": 147.967,
391
- "eval_steps_per_second": 9.967,
392
  "step": 626
393
  },
394
  {
395
  "epoch": 1.01,
396
- "learning_rate": 0.00014968051118210865,
397
- "loss": 0.1352,
398
  "step": 630
399
  },
400
  {
401
  "epoch": 1.02,
402
- "learning_rate": 0.0001488817891373802,
403
- "loss": 0.0669,
404
  "step": 640
405
  },
406
  {
407
  "epoch": 1.04,
408
- "learning_rate": 0.00014808306709265177,
409
- "loss": 0.2028,
410
  "step": 650
411
  },
412
  {
413
  "epoch": 1.05,
414
- "learning_rate": 0.00014728434504792333,
415
- "loss": 0.1348,
416
  "step": 660
417
  },
418
  {
419
  "epoch": 1.07,
420
- "learning_rate": 0.0001464856230031949,
421
- "loss": 0.1204,
422
  "step": 670
423
  },
424
  {
425
  "epoch": 1.09,
426
- "learning_rate": 0.00014568690095846646,
427
- "loss": 0.0973,
428
  "step": 680
429
  },
430
  {
431
  "epoch": 1.1,
432
- "learning_rate": 0.00014488817891373802,
433
- "loss": 0.0251,
434
  "step": 690
435
  },
436
  {
437
  "epoch": 1.12,
438
- "learning_rate": 0.00014408945686900958,
439
- "loss": 0.0694,
440
  "step": 700
441
  },
442
  {
443
  "epoch": 1.13,
444
- "learning_rate": 0.00014329073482428114,
445
- "loss": 0.1262,
446
  "step": 710
447
  },
448
  {
449
  "epoch": 1.15,
450
- "learning_rate": 0.00014249201277955273,
451
- "loss": 0.0949,
452
  "step": 720
453
  },
454
  {
455
  "epoch": 1.17,
456
- "learning_rate": 0.0001416932907348243,
457
- "loss": 0.1198,
458
  "step": 730
459
  },
460
  {
461
  "epoch": 1.18,
462
- "learning_rate": 0.00014089456869009585,
463
- "loss": 0.0585,
464
  "step": 740
465
  },
466
  {
467
  "epoch": 1.2,
468
- "learning_rate": 0.0001400958466453674,
469
- "loss": 0.1276,
470
  "step": 750
471
  },
472
  {
473
  "epoch": 1.21,
474
- "learning_rate": 0.000139297124600639,
475
- "loss": 0.0937,
476
  "step": 760
477
  },
478
  {
479
  "epoch": 1.23,
480
- "learning_rate": 0.00013849840255591056,
481
- "loss": 0.1372,
482
  "step": 770
483
  },
484
  {
485
  "epoch": 1.25,
486
- "learning_rate": 0.00013769968051118212,
487
- "loss": 0.0717,
488
  "step": 780
489
  },
490
  {
491
  "epoch": 1.26,
492
- "learning_rate": 0.00013690095846645369,
493
- "loss": 0.0297,
494
  "step": 790
495
  },
496
  {
497
  "epoch": 1.28,
498
- "learning_rate": 0.00013610223642172525,
499
- "loss": 0.0343,
500
  "step": 800
501
  },
502
  {
503
  "epoch": 1.29,
504
- "learning_rate": 0.0001353035143769968,
505
- "loss": 0.1294,
506
  "step": 810
507
  },
508
  {
509
  "epoch": 1.31,
510
- "learning_rate": 0.00013450479233226837,
511
- "loss": 0.0841,
512
  "step": 820
513
  },
514
  {
515
  "epoch": 1.33,
516
- "learning_rate": 0.00013370607028753993,
517
- "loss": 0.081,
518
  "step": 830
519
  },
520
  {
521
  "epoch": 1.34,
522
- "learning_rate": 0.0001329073482428115,
523
- "loss": 0.0985,
524
  "step": 840
525
  },
526
  {
527
  "epoch": 1.36,
528
- "learning_rate": 0.00013210862619808305,
529
- "loss": 0.1692,
530
  "step": 850
531
  },
532
  {
533
  "epoch": 1.37,
534
- "learning_rate": 0.00013130990415335464,
535
- "loss": 0.1196,
536
  "step": 860
537
  },
538
  {
539
  "epoch": 1.39,
540
- "learning_rate": 0.0001305111821086262,
541
- "loss": 0.0792,
542
  "step": 870
543
  },
544
  {
545
  "epoch": 1.41,
546
- "learning_rate": 0.00012971246006389777,
547
- "loss": 0.0373,
548
  "step": 880
549
  },
550
  {
551
  "epoch": 1.42,
552
- "learning_rate": 0.00012891373801916933,
553
- "loss": 0.0802,
554
  "step": 890
555
  },
556
  {
557
  "epoch": 1.44,
558
- "learning_rate": 0.00012811501597444092,
559
- "loss": 0.0248,
560
  "step": 900
561
  },
562
  {
563
  "epoch": 1.45,
564
- "learning_rate": 0.00012731629392971248,
565
- "loss": 0.07,
566
  "step": 910
567
  },
568
  {
569
  "epoch": 1.47,
570
- "learning_rate": 0.00012651757188498404,
571
- "loss": 0.0942,
572
  "step": 920
573
  },
574
  {
575
  "epoch": 1.49,
576
- "learning_rate": 0.0001257188498402556,
577
- "loss": 0.0543,
578
  "step": 930
579
  },
580
  {
581
  "epoch": 1.5,
582
- "learning_rate": 0.00012492012779552716,
583
- "loss": 0.1837,
584
  "step": 940
585
  },
586
  {
587
  "epoch": 1.52,
588
- "learning_rate": 0.00012412140575079872,
589
- "loss": 0.0377,
590
  "step": 950
591
  },
592
  {
593
  "epoch": 1.53,
594
- "learning_rate": 0.00012332268370607028,
595
- "loss": 0.106,
596
  "step": 960
597
  },
598
  {
599
  "epoch": 1.55,
600
- "learning_rate": 0.00012252396166134185,
601
- "loss": 0.0845,
602
  "step": 970
603
  },
604
  {
605
  "epoch": 1.57,
606
- "learning_rate": 0.00012172523961661342,
607
- "loss": 0.0631,
608
  "step": 980
609
  },
610
  {
611
  "epoch": 1.58,
612
- "learning_rate": 0.000120926517571885,
613
- "loss": 0.0882,
614
  "step": 990
615
  },
616
  {
617
  "epoch": 1.6,
618
- "learning_rate": 0.00012012779552715656,
619
- "loss": 0.1375,
620
  "step": 1000
621
  },
622
  {
623
  "epoch": 1.61,
624
- "learning_rate": 0.00011932907348242812,
625
- "loss": 0.0448,
626
  "step": 1010
627
  },
628
  {
629
  "epoch": 1.63,
630
- "learning_rate": 0.00011853035143769968,
631
- "loss": 0.0543,
632
  "step": 1020
633
  },
634
  {
635
  "epoch": 1.65,
636
- "learning_rate": 0.00011773162939297124,
637
- "loss": 0.0792,
638
  "step": 1030
639
  },
640
  {
641
  "epoch": 1.66,
642
- "learning_rate": 0.00011693290734824283,
643
- "loss": 0.0875,
644
  "step": 1040
645
  },
646
  {
647
  "epoch": 1.68,
648
- "learning_rate": 0.00011613418530351439,
649
- "loss": 0.085,
650
  "step": 1050
651
  },
652
  {
653
  "epoch": 1.69,
654
- "learning_rate": 0.00011533546325878595,
655
- "loss": 0.1663,
656
  "step": 1060
657
  },
658
  {
659
  "epoch": 1.71,
660
- "learning_rate": 0.00011453674121405751,
661
- "loss": 0.06,
662
  "step": 1070
663
  },
664
  {
665
  "epoch": 1.73,
666
- "learning_rate": 0.00011373801916932908,
667
- "loss": 0.0948,
668
  "step": 1080
669
  },
670
  {
671
  "epoch": 1.74,
672
- "learning_rate": 0.00011293929712460065,
673
- "loss": 0.0446,
674
  "step": 1090
675
  },
676
  {
677
  "epoch": 1.76,
678
- "learning_rate": 0.00011214057507987221,
679
- "loss": 0.0575,
680
  "step": 1100
681
  },
682
  {
683
  "epoch": 1.77,
684
- "learning_rate": 0.00011134185303514377,
685
- "loss": 0.0818,
686
  "step": 1110
687
  },
688
  {
689
  "epoch": 1.79,
690
- "learning_rate": 0.00011054313099041533,
691
- "loss": 0.0758,
692
  "step": 1120
693
  },
694
  {
695
  "epoch": 1.81,
696
- "learning_rate": 0.00010974440894568691,
697
- "loss": 0.0564,
698
  "step": 1130
699
  },
700
  {
701
  "epoch": 1.82,
702
- "learning_rate": 0.00010894568690095847,
703
- "loss": 0.0428,
704
  "step": 1140
705
  },
706
  {
707
  "epoch": 1.84,
708
- "learning_rate": 0.00010814696485623003,
709
- "loss": 0.0652,
710
  "step": 1150
711
  },
712
  {
713
  "epoch": 1.85,
714
- "learning_rate": 0.0001073482428115016,
715
- "loss": 0.0503,
716
  "step": 1160
717
  },
718
  {
719
  "epoch": 1.87,
720
- "learning_rate": 0.00010654952076677316,
721
- "loss": 0.1214,
722
  "step": 1170
723
  },
724
  {
725
  "epoch": 1.88,
726
- "learning_rate": 0.00010575079872204474,
727
- "loss": 0.0953,
728
  "step": 1180
729
  },
730
  {
731
  "epoch": 1.9,
732
- "learning_rate": 0.0001049520766773163,
733
- "loss": 0.0232,
734
  "step": 1190
735
  },
736
  {
737
  "epoch": 1.92,
738
- "learning_rate": 0.00010415335463258787,
739
- "loss": 0.1204,
740
  "step": 1200
741
  },
742
  {
743
  "epoch": 1.93,
744
- "learning_rate": 0.00010335463258785943,
745
- "loss": 0.0735,
746
  "step": 1210
747
  },
748
  {
749
  "epoch": 1.95,
750
- "learning_rate": 0.000102555910543131,
751
- "loss": 0.0557,
752
  "step": 1220
753
  },
754
  {
755
  "epoch": 1.96,
756
- "learning_rate": 0.00010175718849840256,
757
- "loss": 0.0166,
758
  "step": 1230
759
  },
760
  {
761
  "epoch": 1.98,
762
- "learning_rate": 0.00010095846645367413,
763
- "loss": 0.0971,
764
  "step": 1240
765
  },
766
  {
767
  "epoch": 2.0,
768
- "learning_rate": 0.00010015974440894569,
769
- "loss": 0.0674,
770
  "step": 1250
771
  },
772
  {
773
  "epoch": 2.0,
774
- "eval_accuracy": 0.8497409326424871,
775
- "eval_f1": 0.8498734362292222,
776
- "eval_loss": 0.545942485332489,
777
- "eval_precision": 0.8570878171914441,
778
- "eval_recall": 0.8497409326424871,
779
- "eval_runtime": 1.2877,
780
- "eval_samples_per_second": 149.878,
781
- "eval_steps_per_second": 10.095,
782
  "step": 1252
783
  },
784
  {
785
  "epoch": 2.01,
786
- "learning_rate": 9.936102236421726e-05,
787
- "loss": 0.0471,
788
  "step": 1260
789
  },
790
  {
791
  "epoch": 2.03,
792
- "learning_rate": 9.856230031948882e-05,
793
- "loss": 0.0161,
794
  "step": 1270
795
  },
796
  {
797
  "epoch": 2.04,
798
- "learning_rate": 9.77635782747604e-05,
799
- "loss": 0.1494,
800
  "step": 1280
801
  },
802
  {
803
  "epoch": 2.06,
804
- "learning_rate": 9.696485623003195e-05,
805
- "loss": 0.0181,
806
  "step": 1290
807
  },
808
  {
809
  "epoch": 2.08,
810
- "learning_rate": 9.616613418530351e-05,
811
- "loss": 0.0072,
812
  "step": 1300
813
  },
814
  {
815
  "epoch": 2.09,
816
- "learning_rate": 9.536741214057508e-05,
817
- "loss": 0.043,
818
  "step": 1310
819
  },
820
  {
821
  "epoch": 2.11,
822
- "learning_rate": 9.456869009584664e-05,
823
- "loss": 0.021,
824
  "step": 1320
825
  },
826
  {
827
  "epoch": 2.12,
828
- "learning_rate": 9.376996805111822e-05,
829
- "loss": 0.0508,
830
  "step": 1330
831
  },
832
  {
833
  "epoch": 2.14,
834
- "learning_rate": 9.297124600638978e-05,
835
- "loss": 0.0133,
836
  "step": 1340
837
  },
838
  {
839
  "epoch": 2.16,
840
- "learning_rate": 9.217252396166136e-05,
841
- "loss": 0.0262,
842
  "step": 1350
843
  },
844
  {
845
  "epoch": 2.17,
846
- "learning_rate": 9.137380191693292e-05,
847
- "loss": 0.0205,
848
  "step": 1360
849
  },
850
  {
851
  "epoch": 2.19,
852
- "learning_rate": 9.057507987220448e-05,
853
- "loss": 0.0075,
854
  "step": 1370
855
  },
856
  {
857
  "epoch": 2.2,
858
- "learning_rate": 8.977635782747604e-05,
859
- "loss": 0.0357,
860
  "step": 1380
861
  },
862
  {
863
  "epoch": 2.22,
864
- "learning_rate": 8.89776357827476e-05,
865
- "loss": 0.0092,
866
  "step": 1390
867
  },
868
  {
869
  "epoch": 2.24,
870
- "learning_rate": 8.817891373801918e-05,
871
- "loss": 0.0233,
872
  "step": 1400
873
  },
874
  {
875
  "epoch": 2.25,
876
- "learning_rate": 8.738019169329074e-05,
877
- "loss": 0.0106,
878
  "step": 1410
879
  },
880
  {
881
  "epoch": 2.27,
882
- "learning_rate": 8.658146964856231e-05,
883
- "loss": 0.0156,
884
  "step": 1420
885
  },
886
  {
887
  "epoch": 2.28,
888
- "learning_rate": 8.578274760383387e-05,
889
- "loss": 0.0102,
890
  "step": 1430
891
  },
892
  {
893
  "epoch": 2.3,
894
- "learning_rate": 8.498402555910544e-05,
895
- "loss": 0.0284,
896
  "step": 1440
897
  },
898
  {
899
  "epoch": 2.32,
900
- "learning_rate": 8.4185303514377e-05,
901
- "loss": 0.0211,
902
  "step": 1450
903
  },
904
  {
905
  "epoch": 2.33,
906
- "learning_rate": 8.338658146964856e-05,
907
- "loss": 0.0172,
908
  "step": 1460
909
  },
910
  {
911
  "epoch": 2.35,
912
- "learning_rate": 8.258785942492013e-05,
913
- "loss": 0.0455,
914
  "step": 1470
915
  },
916
  {
917
  "epoch": 2.36,
918
- "learning_rate": 8.17891373801917e-05,
919
- "loss": 0.1182,
920
  "step": 1480
921
  },
922
  {
923
  "epoch": 2.38,
924
- "learning_rate": 8.099041533546327e-05,
925
- "loss": 0.0048,
926
  "step": 1490
927
  },
928
  {
929
  "epoch": 2.4,
930
- "learning_rate": 8.019169329073483e-05,
931
- "loss": 0.0013,
932
  "step": 1500
933
  },
934
  {
935
  "epoch": 2.41,
936
- "learning_rate": 7.939297124600639e-05,
937
- "loss": 0.0249,
938
  "step": 1510
939
  },
940
  {
941
  "epoch": 2.43,
942
- "learning_rate": 7.859424920127795e-05,
943
- "loss": 0.0088,
944
  "step": 1520
945
  },
946
  {
947
  "epoch": 2.44,
948
- "learning_rate": 7.779552715654951e-05,
949
- "loss": 0.0214,
950
  "step": 1530
951
  },
952
  {
953
  "epoch": 2.46,
954
- "learning_rate": 7.699680511182109e-05,
955
- "loss": 0.0414,
956
  "step": 1540
957
  },
958
  {
959
  "epoch": 2.48,
960
- "learning_rate": 7.619808306709265e-05,
961
- "loss": 0.0255,
962
  "step": 1550
963
  },
964
  {
965
  "epoch": 2.49,
966
- "learning_rate": 7.539936102236423e-05,
967
- "loss": 0.0479,
968
  "step": 1560
969
  },
970
  {
971
  "epoch": 2.51,
972
- "learning_rate": 7.460063897763579e-05,
973
- "loss": 0.0402,
974
  "step": 1570
975
  },
976
  {
977
  "epoch": 2.52,
978
- "learning_rate": 7.380191693290735e-05,
979
- "loss": 0.0377,
980
  "step": 1580
981
  },
982
  {
983
  "epoch": 2.54,
984
- "learning_rate": 7.300319488817891e-05,
985
- "loss": 0.0612,
986
  "step": 1590
987
  },
988
  {
989
  "epoch": 2.56,
990
- "learning_rate": 7.220447284345049e-05,
991
- "loss": 0.0363,
992
  "step": 1600
993
  },
994
  {
995
  "epoch": 2.57,
996
- "learning_rate": 7.140575079872205e-05,
997
- "loss": 0.0026,
998
  "step": 1610
999
  },
1000
  {
1001
  "epoch": 2.59,
1002
- "learning_rate": 7.060702875399361e-05,
1003
- "loss": 0.0024,
1004
  "step": 1620
1005
  },
1006
  {
1007
  "epoch": 2.6,
1008
- "learning_rate": 6.980830670926518e-05,
1009
- "loss": 0.0247,
1010
  "step": 1630
1011
  },
1012
  {
1013
  "epoch": 2.62,
1014
- "learning_rate": 6.900958466453674e-05,
1015
- "loss": 0.0096,
1016
  "step": 1640
1017
  },
1018
  {
1019
  "epoch": 2.64,
1020
- "learning_rate": 6.821086261980832e-05,
1021
- "loss": 0.0413,
1022
  "step": 1650
1023
  },
1024
  {
1025
  "epoch": 2.65,
1026
- "learning_rate": 6.741214057507987e-05,
1027
- "loss": 0.0304,
1028
  "step": 1660
1029
  },
1030
  {
1031
  "epoch": 2.67,
1032
- "learning_rate": 6.661341853035144e-05,
1033
- "loss": 0.0481,
1034
  "step": 1670
1035
  },
1036
  {
1037
  "epoch": 2.68,
1038
- "learning_rate": 6.5814696485623e-05,
1039
- "loss": 0.013,
1040
  "step": 1680
1041
  },
1042
  {
1043
  "epoch": 2.7,
1044
- "learning_rate": 6.501597444089457e-05,
1045
- "loss": 0.0393,
1046
  "step": 1690
1047
  },
1048
  {
1049
  "epoch": 2.72,
1050
- "learning_rate": 6.421725239616614e-05,
1051
- "loss": 0.0102,
1052
  "step": 1700
1053
  },
1054
  {
1055
  "epoch": 2.73,
1056
- "learning_rate": 6.34185303514377e-05,
1057
- "loss": 0.0741,
1058
  "step": 1710
1059
  },
1060
  {
1061
  "epoch": 2.75,
1062
- "learning_rate": 6.261980830670928e-05,
1063
- "loss": 0.0134,
1064
  "step": 1720
1065
  },
1066
  {
1067
  "epoch": 2.76,
1068
- "learning_rate": 6.182108626198084e-05,
1069
- "loss": 0.0122,
1070
  "step": 1730
1071
  },
1072
  {
1073
  "epoch": 2.78,
1074
- "learning_rate": 6.1022364217252406e-05,
1075
- "loss": 0.0028,
1076
  "step": 1740
1077
  },
1078
  {
1079
  "epoch": 2.8,
1080
- "learning_rate": 6.022364217252396e-05,
1081
- "loss": 0.0129,
1082
  "step": 1750
1083
  },
1084
  {
1085
  "epoch": 2.81,
1086
- "learning_rate": 5.942492012779552e-05,
1087
- "loss": 0.0504,
1088
  "step": 1760
1089
  },
1090
  {
1091
  "epoch": 2.83,
1092
- "learning_rate": 5.86261980830671e-05,
1093
- "loss": 0.0242,
1094
  "step": 1770
1095
  },
1096
  {
1097
  "epoch": 2.84,
1098
- "learning_rate": 5.782747603833866e-05,
1099
- "loss": 0.0112,
1100
  "step": 1780
1101
  },
1102
  {
1103
  "epoch": 2.86,
1104
- "learning_rate": 5.702875399361023e-05,
1105
- "loss": 0.0165,
1106
  "step": 1790
1107
  },
1108
  {
1109
  "epoch": 2.88,
1110
- "learning_rate": 5.623003194888179e-05,
1111
- "loss": 0.0125,
1112
  "step": 1800
1113
  },
1114
  {
1115
  "epoch": 2.89,
1116
- "learning_rate": 5.543130990415336e-05,
1117
- "loss": 0.0181,
1118
  "step": 1810
1119
  },
1120
  {
1121
  "epoch": 2.91,
1122
- "learning_rate": 5.4632587859424925e-05,
1123
- "loss": 0.0324,
1124
  "step": 1820
1125
  },
1126
  {
1127
  "epoch": 2.92,
1128
- "learning_rate": 5.383386581469649e-05,
1129
- "loss": 0.0055,
1130
  "step": 1830
1131
  },
1132
  {
1133
  "epoch": 2.94,
1134
- "learning_rate": 5.3035143769968054e-05,
1135
- "loss": 0.0043,
1136
  "step": 1840
1137
  },
1138
  {
1139
  "epoch": 2.96,
1140
- "learning_rate": 5.2236421725239616e-05,
1141
- "loss": 0.0011,
1142
  "step": 1850
1143
  },
1144
  {
1145
  "epoch": 2.97,
1146
- "learning_rate": 5.1437699680511184e-05,
1147
- "loss": 0.0419,
1148
  "step": 1860
1149
  },
1150
  {
1151
  "epoch": 2.99,
1152
- "learning_rate": 5.0638977635782745e-05,
1153
- "loss": 0.033,
1154
  "step": 1870
1155
  },
1156
  {
1157
  "epoch": 3.0,
1158
- "eval_accuracy": 0.8393782383419689,
1159
- "eval_f1": 0.838981282953157,
1160
- "eval_loss": 0.5612991452217102,
1161
- "eval_precision": 0.8435335171059052,
1162
- "eval_recall": 0.8393782383419689,
1163
- "eval_runtime": 1.3877,
1164
- "eval_samples_per_second": 139.076,
1165
- "eval_steps_per_second": 9.368,
1166
  "step": 1878
1167
  },
1168
  {
1169
  "epoch": 3.0,
1170
- "learning_rate": 4.984025559105431e-05,
1171
- "loss": 0.0014,
1172
  "step": 1880
1173
  },
1174
  {
1175
  "epoch": 3.02,
1176
- "learning_rate": 4.904153354632588e-05,
1177
- "loss": 0.0096,
1178
  "step": 1890
1179
  },
1180
  {
1181
  "epoch": 3.04,
1182
- "learning_rate": 4.824281150159744e-05,
1183
- "loss": 0.0008,
1184
  "step": 1900
1185
  },
1186
  {
1187
  "epoch": 3.05,
1188
- "learning_rate": 4.744408945686901e-05,
1189
- "loss": 0.0008,
1190
  "step": 1910
1191
  },
1192
  {
1193
  "epoch": 3.07,
1194
- "learning_rate": 4.664536741214058e-05,
1195
- "loss": 0.0074,
1196
  "step": 1920
1197
  },
1198
  {
1199
  "epoch": 3.08,
1200
- "learning_rate": 4.584664536741215e-05,
1201
- "loss": 0.0006,
1202
  "step": 1930
1203
  },
1204
  {
1205
  "epoch": 3.1,
1206
- "learning_rate": 4.504792332268371e-05,
1207
- "loss": 0.0006,
1208
  "step": 1940
1209
  },
1210
  {
1211
  "epoch": 3.12,
1212
- "learning_rate": 4.424920127795527e-05,
1213
- "loss": 0.0032,
1214
  "step": 1950
1215
  },
1216
  {
1217
  "epoch": 3.13,
1218
- "learning_rate": 4.345047923322684e-05,
1219
- "loss": 0.0005,
1220
  "step": 1960
1221
  },
1222
  {
1223
  "epoch": 3.15,
1224
- "learning_rate": 4.265175718849841e-05,
1225
- "loss": 0.0175,
1226
  "step": 1970
1227
  },
1228
  {
1229
  "epoch": 3.16,
1230
- "learning_rate": 4.185303514376997e-05,
1231
- "loss": 0.0005,
1232
  "step": 1980
1233
  },
1234
  {
1235
  "epoch": 3.18,
1236
- "learning_rate": 4.1054313099041536e-05,
1237
- "loss": 0.0018,
1238
  "step": 1990
1239
  },
1240
  {
1241
  "epoch": 3.19,
1242
- "learning_rate": 4.0255591054313104e-05,
1243
- "loss": 0.0005,
1244
  "step": 2000
1245
  },
1246
  {
1247
  "epoch": 3.21,
1248
- "learning_rate": 3.9456869009584666e-05,
1249
- "loss": 0.002,
1250
  "step": 2010
1251
  },
1252
  {
1253
  "epoch": 3.23,
1254
- "learning_rate": 3.8658146964856234e-05,
1255
- "loss": 0.0004,
1256
  "step": 2020
1257
  },
1258
  {
1259
  "epoch": 3.24,
1260
- "learning_rate": 3.7859424920127795e-05,
1261
- "loss": 0.0251,
1262
  "step": 2030
1263
  },
1264
  {
1265
  "epoch": 3.26,
1266
- "learning_rate": 3.7060702875399364e-05,
1267
- "loss": 0.0012,
1268
  "step": 2040
1269
  },
1270
  {
1271
  "epoch": 3.27,
1272
- "learning_rate": 3.6261980830670925e-05,
1273
- "loss": 0.0013,
1274
  "step": 2050
1275
  },
1276
  {
1277
  "epoch": 3.29,
1278
- "learning_rate": 3.546325878594249e-05,
1279
- "loss": 0.0007,
1280
  "step": 2060
1281
  },
1282
  {
1283
  "epoch": 3.31,
1284
- "learning_rate": 3.466453674121406e-05,
1285
- "loss": 0.0013,
1286
  "step": 2070
1287
  },
1288
  {
1289
  "epoch": 3.32,
1290
- "learning_rate": 3.386581469648562e-05,
1291
- "loss": 0.0003,
1292
  "step": 2080
1293
  },
1294
  {
1295
  "epoch": 3.34,
1296
- "learning_rate": 3.306709265175719e-05,
1297
- "loss": 0.0004,
1298
  "step": 2090
1299
  },
1300
  {
1301
  "epoch": 3.35,
1302
- "learning_rate": 3.226837060702875e-05,
1303
- "loss": 0.0005,
1304
  "step": 2100
1305
  },
1306
  {
1307
  "epoch": 3.37,
1308
- "learning_rate": 3.146964856230032e-05,
1309
- "loss": 0.0015,
1310
  "step": 2110
1311
  },
1312
  {
1313
  "epoch": 3.39,
1314
- "learning_rate": 3.067092651757188e-05,
1315
- "loss": 0.0025,
1316
  "step": 2120
1317
  },
1318
  {
1319
  "epoch": 3.4,
1320
- "learning_rate": 2.987220447284345e-05,
1321
- "loss": 0.0005,
1322
  "step": 2130
1323
  },
1324
  {
1325
  "epoch": 3.42,
1326
- "learning_rate": 2.907348242811502e-05,
1327
- "loss": 0.0005,
1328
  "step": 2140
1329
  },
1330
  {
1331
  "epoch": 3.43,
1332
- "learning_rate": 2.8274760383386583e-05,
1333
- "loss": 0.0225,
1334
  "step": 2150
1335
  },
1336
  {
1337
  "epoch": 3.45,
1338
- "learning_rate": 2.747603833865815e-05,
1339
- "loss": 0.0005,
1340
  "step": 2160
1341
  },
1342
  {
1343
  "epoch": 3.47,
1344
- "learning_rate": 2.6677316293929716e-05,
1345
- "loss": 0.0006,
1346
  "step": 2170
1347
  },
1348
  {
1349
  "epoch": 3.48,
1350
- "learning_rate": 2.5958466453674125e-05,
1351
- "loss": 0.0092,
1352
  "step": 2180
1353
  },
1354
  {
1355
  "epoch": 3.5,
1356
- "learning_rate": 2.515974440894569e-05,
1357
- "loss": 0.0004,
1358
  "step": 2190
1359
  },
1360
  {
1361
  "epoch": 3.51,
1362
- "learning_rate": 2.4361022364217255e-05,
1363
- "loss": 0.0009,
1364
  "step": 2200
1365
  },
1366
  {
1367
  "epoch": 3.53,
1368
- "learning_rate": 2.356230031948882e-05,
1369
- "loss": 0.0006,
1370
  "step": 2210
1371
  },
1372
  {
1373
  "epoch": 3.55,
1374
- "learning_rate": 2.2763578274760385e-05,
1375
- "loss": 0.0004,
1376
  "step": 2220
1377
  },
1378
  {
1379
  "epoch": 3.56,
1380
- "learning_rate": 2.196485623003195e-05,
1381
- "loss": 0.0004,
1382
  "step": 2230
1383
  },
1384
  {
1385
  "epoch": 3.58,
1386
- "learning_rate": 2.1166134185303514e-05,
1387
- "loss": 0.0005,
1388
  "step": 2240
1389
  },
1390
  {
1391
  "epoch": 3.59,
1392
- "learning_rate": 2.0367412140575082e-05,
1393
- "loss": 0.0012,
1394
  "step": 2250
1395
  },
1396
  {
1397
  "epoch": 3.61,
1398
- "learning_rate": 1.9568690095846644e-05,
1399
- "loss": 0.0004,
1400
  "step": 2260
1401
  },
1402
  {
1403
  "epoch": 3.63,
1404
- "learning_rate": 1.8769968051118212e-05,
1405
- "loss": 0.003,
1406
  "step": 2270
1407
  },
1408
  {
1409
  "epoch": 3.64,
1410
- "learning_rate": 1.7971246006389777e-05,
1411
- "loss": 0.0004,
1412
  "step": 2280
1413
  },
1414
  {
1415
  "epoch": 3.66,
1416
- "learning_rate": 1.7172523961661345e-05,
1417
- "loss": 0.0006,
1418
  "step": 2290
1419
  },
1420
  {
1421
  "epoch": 3.67,
1422
- "learning_rate": 1.6373801916932906e-05,
1423
- "loss": 0.0004,
1424
  "step": 2300
1425
  },
1426
  {
1427
  "epoch": 3.69,
1428
- "learning_rate": 1.5575079872204475e-05,
1429
- "loss": 0.0004,
1430
  "step": 2310
1431
  },
1432
  {
1433
  "epoch": 3.71,
1434
- "learning_rate": 1.477635782747604e-05,
1435
- "loss": 0.0005,
1436
  "step": 2320
1437
  },
1438
  {
1439
  "epoch": 3.72,
1440
- "learning_rate": 1.3977635782747606e-05,
1441
- "loss": 0.0006,
1442
  "step": 2330
1443
  },
1444
  {
1445
  "epoch": 3.74,
1446
- "learning_rate": 1.3178913738019169e-05,
1447
- "loss": 0.0004,
1448
  "step": 2340
1449
  },
1450
  {
1451
  "epoch": 3.75,
1452
- "learning_rate": 1.2380191693290735e-05,
1453
- "loss": 0.0004,
1454
  "step": 2350
1455
  },
1456
  {
1457
  "epoch": 3.77,
1458
- "learning_rate": 1.1581469648562302e-05,
1459
- "loss": 0.0095,
1460
  "step": 2360
1461
  },
1462
  {
1463
  "epoch": 3.79,
1464
- "learning_rate": 1.0782747603833867e-05,
1465
- "loss": 0.0004,
1466
  "step": 2370
1467
  },
1468
  {
1469
  "epoch": 3.8,
1470
- "learning_rate": 9.984025559105432e-06,
1471
- "loss": 0.0004,
1472
  "step": 2380
1473
  },
1474
  {
1475
  "epoch": 3.82,
1476
- "learning_rate": 9.185303514376996e-06,
1477
- "loss": 0.0008,
1478
  "step": 2390
1479
  },
1480
  {
1481
  "epoch": 3.83,
1482
- "learning_rate": 8.386581469648563e-06,
1483
- "loss": 0.0011,
1484
  "step": 2400
1485
  },
1486
  {
1487
  "epoch": 3.85,
1488
- "learning_rate": 7.5878594249201285e-06,
1489
- "loss": 0.0003,
1490
  "step": 2410
1491
  },
1492
  {
1493
  "epoch": 3.87,
1494
- "learning_rate": 6.789137380191693e-06,
1495
- "loss": 0.0057,
1496
  "step": 2420
1497
  },
1498
  {
1499
  "epoch": 3.88,
1500
- "learning_rate": 5.990415335463259e-06,
1501
- "loss": 0.0003,
1502
  "step": 2430
1503
  },
1504
  {
1505
  "epoch": 3.9,
1506
- "learning_rate": 5.191693290734825e-06,
1507
- "loss": 0.0006,
1508
  "step": 2440
1509
  },
1510
  {
1511
  "epoch": 3.91,
1512
- "learning_rate": 4.39297124600639e-06,
1513
- "loss": 0.0005,
1514
  "step": 2450
1515
  },
1516
  {
1517
  "epoch": 3.93,
1518
- "learning_rate": 3.5942492012779555e-06,
1519
- "loss": 0.0004,
1520
  "step": 2460
1521
  },
1522
  {
1523
  "epoch": 3.95,
1524
- "learning_rate": 2.7955271565495207e-06,
1525
- "loss": 0.0028,
1526
  "step": 2470
1527
  },
1528
  {
1529
  "epoch": 3.96,
1530
- "learning_rate": 1.9968051118210863e-06,
1531
- "loss": 0.0004,
1532
  "step": 2480
1533
  },
1534
  {
1535
  "epoch": 3.98,
1536
- "learning_rate": 1.1980830670926517e-06,
1537
- "loss": 0.0003,
1538
  "step": 2490
1539
  },
1540
  {
1541
  "epoch": 3.99,
1542
- "learning_rate": 3.9936102236421723e-07,
1543
- "loss": 0.0005,
1544
  "step": 2500
1545
  },
1546
  {
1547
  "epoch": 4.0,
1548
- "eval_accuracy": 0.8652849740932642,
1549
- "eval_f1": 0.8598597988418164,
1550
- "eval_loss": 0.5974593758583069,
1551
- "eval_precision": 0.8682223693949902,
1552
- "eval_recall": 0.8652849740932642,
1553
- "eval_runtime": 1.3471,
1554
- "eval_samples_per_second": 143.267,
1555
- "eval_steps_per_second": 9.65,
1556
  "step": 2504
1557
  },
1558
  {
1559
- "epoch": 4.0,
1560
- "step": 2504,
1561
- "total_flos": 3.104468219559813e+18,
1562
- "train_loss": 0.07359402208736303,
1563
- "train_runtime": 853.5389,
1564
- "train_samples_per_second": 46.934,
1565
- "train_steps_per_second": 2.934
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1566
  }
1567
  ],
1568
- "max_steps": 2504,
1569
- "num_train_epochs": 4,
1570
- "total_flos": 3.104468219559813e+18,
1571
  "trial_name": null,
1572
  "trial_params": null
1573
  }
 
1
  {
2
+ "best_metric": 0.8601036269430051,
3
  "best_model_checkpoint": "./vit-focal-skin/checkpoint-2504",
4
+ "epoch": 6.0,
5
+ "global_step": 3756,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
9
  "log_history": [
10
  {
11
  "epoch": 0.02,
12
+ "learning_rate": 0.0001994675186368477,
13
+ "loss": 0.3361,
14
  "step": 10
15
  },
16
  {
17
  "epoch": 0.03,
18
+ "learning_rate": 0.00019893503727369543,
19
+ "loss": 0.3892,
20
  "step": 20
21
  },
22
  {
23
  "epoch": 0.05,
24
+ "learning_rate": 0.00019840255591054313,
25
+ "loss": 0.1894,
26
  "step": 30
27
  },
28
  {
29
  "epoch": 0.06,
30
+ "learning_rate": 0.00019787007454739086,
31
+ "loss": 0.386,
32
  "step": 40
33
  },
34
  {
35
  "epoch": 0.08,
36
+ "learning_rate": 0.00019733759318423856,
37
+ "loss": 0.2757,
38
  "step": 50
39
  },
40
  {
41
  "epoch": 0.1,
42
+ "learning_rate": 0.00019680511182108628,
43
+ "loss": 0.2467,
44
  "step": 60
45
  },
46
  {
47
  "epoch": 0.11,
48
+ "learning_rate": 0.00019627263045793398,
49
+ "loss": 0.4231,
50
  "step": 70
51
  },
52
  {
53
  "epoch": 0.13,
54
+ "learning_rate": 0.00019574014909478168,
55
+ "loss": 0.3952,
56
  "step": 80
57
  },
58
  {
59
  "epoch": 0.14,
60
+ "learning_rate": 0.0001952076677316294,
61
+ "loss": 0.3219,
62
  "step": 90
63
  },
64
  {
65
  "epoch": 0.16,
66
+ "learning_rate": 0.0001946751863684771,
67
+ "loss": 0.2279,
68
  "step": 100
69
  },
70
  {
71
  "epoch": 0.18,
72
+ "learning_rate": 0.00019414270500532483,
73
+ "loss": 0.3248,
74
  "step": 110
75
  },
76
  {
77
  "epoch": 0.19,
78
+ "learning_rate": 0.00019361022364217253,
79
+ "loss": 0.2373,
80
  "step": 120
81
  },
82
  {
83
  "epoch": 0.21,
84
+ "learning_rate": 0.00019307774227902025,
85
+ "loss": 0.2241,
86
  "step": 130
87
  },
88
  {
89
  "epoch": 0.22,
90
+ "learning_rate": 0.00019254526091586795,
91
+ "loss": 0.2499,
92
  "step": 140
93
  },
94
  {
95
  "epoch": 0.24,
96
+ "learning_rate": 0.00019201277955271565,
97
+ "loss": 0.24,
98
  "step": 150
99
  },
100
  {
101
  "epoch": 0.26,
102
+ "learning_rate": 0.00019148029818956338,
103
+ "loss": 0.2011,
104
  "step": 160
105
  },
106
  {
107
  "epoch": 0.27,
108
+ "learning_rate": 0.00019094781682641108,
109
+ "loss": 0.1793,
110
  "step": 170
111
  },
112
  {
113
  "epoch": 0.29,
114
+ "learning_rate": 0.0001904153354632588,
115
+ "loss": 0.3061,
116
  "step": 180
117
  },
118
  {
119
  "epoch": 0.3,
120
+ "learning_rate": 0.0001898828541001065,
121
+ "loss": 0.2371,
122
  "step": 190
123
  },
124
  {
125
  "epoch": 0.32,
126
+ "learning_rate": 0.00018935037273695422,
127
+ "loss": 0.322,
128
  "step": 200
129
  },
130
  {
131
  "epoch": 0.34,
132
+ "learning_rate": 0.00018881789137380192,
133
+ "loss": 0.251,
134
  "step": 210
135
  },
136
  {
137
  "epoch": 0.35,
138
+ "learning_rate": 0.00018828541001064962,
139
+ "loss": 0.2188,
140
  "step": 220
141
  },
142
  {
143
  "epoch": 0.37,
144
+ "learning_rate": 0.00018775292864749735,
145
+ "loss": 0.2617,
146
  "step": 230
147
  },
148
  {
149
  "epoch": 0.38,
150
+ "learning_rate": 0.00018722044728434505,
151
+ "loss": 0.2521,
152
  "step": 240
153
  },
154
  {
155
  "epoch": 0.4,
156
+ "learning_rate": 0.00018668796592119277,
157
+ "loss": 0.143,
158
  "step": 250
159
  },
160
  {
161
  "epoch": 0.42,
162
+ "learning_rate": 0.00018615548455804047,
163
+ "loss": 0.2335,
164
  "step": 260
165
  },
166
  {
167
  "epoch": 0.43,
168
+ "learning_rate": 0.0001856230031948882,
169
+ "loss": 0.2898,
170
  "step": 270
171
  },
172
  {
173
  "epoch": 0.45,
174
+ "learning_rate": 0.0001850905218317359,
175
+ "loss": 0.235,
176
  "step": 280
177
  },
178
  {
179
  "epoch": 0.46,
180
+ "learning_rate": 0.0001845580404685836,
181
+ "loss": 0.2792,
182
  "step": 290
183
  },
184
  {
185
  "epoch": 0.48,
186
+ "learning_rate": 0.00018402555910543132,
187
+ "loss": 0.1807,
188
  "step": 300
189
  },
190
  {
191
  "epoch": 0.5,
192
+ "learning_rate": 0.00018349307774227902,
193
+ "loss": 0.2124,
194
  "step": 310
195
  },
196
  {
197
  "epoch": 0.51,
198
+ "learning_rate": 0.00018296059637912674,
199
+ "loss": 0.1804,
200
  "step": 320
201
  },
202
  {
203
  "epoch": 0.53,
204
+ "learning_rate": 0.00018242811501597444,
205
+ "loss": 0.2651,
206
  "step": 330
207
  },
208
  {
209
  "epoch": 0.54,
210
+ "learning_rate": 0.00018189563365282217,
211
+ "loss": 0.3447,
212
  "step": 340
213
  },
214
  {
215
  "epoch": 0.56,
216
+ "learning_rate": 0.00018136315228966987,
217
+ "loss": 0.2006,
218
  "step": 350
219
  },
220
  {
221
  "epoch": 0.58,
222
+ "learning_rate": 0.00018083067092651756,
223
+ "loss": 0.2814,
224
  "step": 360
225
  },
226
  {
227
  "epoch": 0.59,
228
+ "learning_rate": 0.0001802981895633653,
229
+ "loss": 0.1605,
230
  "step": 370
231
  },
232
  {
233
  "epoch": 0.61,
234
+ "learning_rate": 0.00017976570820021302,
235
+ "loss": 0.2397,
236
  "step": 380
237
  },
238
  {
239
  "epoch": 0.62,
240
+ "learning_rate": 0.00017923322683706071,
241
+ "loss": 0.2248,
242
  "step": 390
243
  },
244
  {
245
  "epoch": 0.64,
246
+ "learning_rate": 0.0001787007454739084,
247
+ "loss": 0.2866,
248
  "step": 400
249
  },
250
  {
251
  "epoch": 0.65,
252
+ "learning_rate": 0.00017816826411075614,
253
+ "loss": 0.1921,
254
  "step": 410
255
  },
256
  {
257
  "epoch": 0.67,
258
+ "learning_rate": 0.00017763578274760384,
259
+ "loss": 0.3192,
260
  "step": 420
261
  },
262
  {
263
  "epoch": 0.69,
264
+ "learning_rate": 0.00017710330138445154,
265
+ "loss": 0.2548,
266
  "step": 430
267
  },
268
  {
269
  "epoch": 0.7,
270
+ "learning_rate": 0.00017657082002129926,
271
+ "loss": 0.228,
272
  "step": 440
273
  },
274
  {
275
  "epoch": 0.72,
276
+ "learning_rate": 0.000176038338658147,
277
+ "loss": 0.1783,
278
  "step": 450
279
  },
280
  {
281
  "epoch": 0.73,
282
+ "learning_rate": 0.00017550585729499469,
283
+ "loss": 0.1573,
284
  "step": 460
285
  },
286
  {
287
  "epoch": 0.75,
288
+ "learning_rate": 0.0001749733759318424,
289
+ "loss": 0.2973,
290
  "step": 470
291
  },
292
  {
293
  "epoch": 0.77,
294
+ "learning_rate": 0.0001744408945686901,
295
+ "loss": 0.2374,
296
  "step": 480
297
  },
298
  {
299
  "epoch": 0.78,
300
+ "learning_rate": 0.0001739084132055378,
301
+ "loss": 0.2664,
302
  "step": 490
303
  },
304
  {
305
  "epoch": 0.8,
306
+ "learning_rate": 0.0001733759318423855,
307
+ "loss": 0.1829,
308
  "step": 500
309
  },
310
  {
311
  "epoch": 0.81,
312
+ "learning_rate": 0.00017284345047923323,
313
+ "loss": 0.1979,
314
  "step": 510
315
  },
316
  {
317
  "epoch": 0.83,
318
+ "learning_rate": 0.00017231096911608096,
319
+ "loss": 0.1509,
320
  "step": 520
321
  },
322
  {
323
  "epoch": 0.85,
324
+ "learning_rate": 0.00017177848775292866,
325
+ "loss": 0.164,
326
  "step": 530
327
  },
328
  {
329
  "epoch": 0.86,
330
+ "learning_rate": 0.00017124600638977638,
331
+ "loss": 0.2125,
332
  "step": 540
333
  },
334
  {
335
  "epoch": 0.88,
336
+ "learning_rate": 0.00017071352502662408,
337
+ "loss": 0.2712,
338
  "step": 550
339
  },
340
  {
341
  "epoch": 0.89,
342
+ "learning_rate": 0.00017018104366347178,
343
+ "loss": 0.1882,
344
  "step": 560
345
  },
346
  {
347
  "epoch": 0.91,
348
+ "learning_rate": 0.00016964856230031948,
349
+ "loss": 0.1679,
350
  "step": 570
351
  },
352
  {
353
  "epoch": 0.93,
354
+ "learning_rate": 0.0001691160809371672,
355
+ "loss": 0.2256,
356
  "step": 580
357
  },
358
  {
359
  "epoch": 0.94,
360
+ "learning_rate": 0.00016858359957401493,
361
+ "loss": 0.2308,
362
  "step": 590
363
  },
364
  {
365
  "epoch": 0.96,
366
+ "learning_rate": 0.00016805111821086263,
367
+ "loss": 0.226,
368
  "step": 600
369
  },
370
  {
371
  "epoch": 0.97,
372
+ "learning_rate": 0.00016751863684771035,
373
+ "loss": 0.2933,
374
  "step": 610
375
  },
376
  {
377
  "epoch": 0.99,
378
+ "learning_rate": 0.00016698615548455805,
379
+ "loss": 0.1753,
380
  "step": 620
381
  },
382
  {
383
  "epoch": 1.0,
384
+ "eval_accuracy": 0.8290155440414507,
385
+ "eval_f1": 0.8322633623881244,
386
+ "eval_loss": 0.37183406949043274,
387
+ "eval_precision": 0.8512730478816207,
388
+ "eval_recall": 0.8290155440414507,
389
+ "eval_runtime": 1.3128,
390
+ "eval_samples_per_second": 147.011,
391
+ "eval_steps_per_second": 9.902,
392
  "step": 626
393
  },
394
  {
395
  "epoch": 1.01,
396
+ "learning_rate": 0.00016645367412140575,
397
+ "loss": 0.1791,
398
  "step": 630
399
  },
400
  {
401
  "epoch": 1.02,
402
+ "learning_rate": 0.00016592119275825345,
403
+ "loss": 0.1494,
404
  "step": 640
405
  },
406
  {
407
  "epoch": 1.04,
408
+ "learning_rate": 0.00016538871139510118,
409
+ "loss": 0.1231,
410
  "step": 650
411
  },
412
  {
413
  "epoch": 1.05,
414
+ "learning_rate": 0.0001648562300319489,
415
+ "loss": 0.1142,
416
  "step": 660
417
  },
418
  {
419
  "epoch": 1.07,
420
+ "learning_rate": 0.0001643237486687966,
421
+ "loss": 0.1562,
422
  "step": 670
423
  },
424
  {
425
  "epoch": 1.09,
426
+ "learning_rate": 0.00016379126730564433,
427
+ "loss": 0.1256,
428
  "step": 680
429
  },
430
  {
431
  "epoch": 1.1,
432
+ "learning_rate": 0.00016325878594249202,
433
+ "loss": 0.1549,
434
  "step": 690
435
  },
436
  {
437
  "epoch": 1.12,
438
+ "learning_rate": 0.00016272630457933972,
439
+ "loss": 0.0852,
440
  "step": 700
441
  },
442
  {
443
  "epoch": 1.13,
444
+ "learning_rate": 0.00016219382321618745,
445
+ "loss": 0.1539,
446
  "step": 710
447
  },
448
  {
449
  "epoch": 1.15,
450
+ "learning_rate": 0.00016166134185303515,
451
+ "loss": 0.1054,
452
  "step": 720
453
  },
454
  {
455
  "epoch": 1.17,
456
+ "learning_rate": 0.00016112886048988287,
457
+ "loss": 0.1317,
458
  "step": 730
459
  },
460
  {
461
  "epoch": 1.18,
462
+ "learning_rate": 0.00016059637912673057,
463
+ "loss": 0.1008,
464
  "step": 740
465
  },
466
  {
467
  "epoch": 1.2,
468
+ "learning_rate": 0.0001600638977635783,
469
+ "loss": 0.1299,
470
  "step": 750
471
  },
472
  {
473
  "epoch": 1.21,
474
+ "learning_rate": 0.000159531416400426,
475
+ "loss": 0.071,
476
  "step": 760
477
  },
478
  {
479
  "epoch": 1.23,
480
+ "learning_rate": 0.0001589989350372737,
481
+ "loss": 0.0792,
482
  "step": 770
483
  },
484
  {
485
  "epoch": 1.25,
486
+ "learning_rate": 0.00015846645367412142,
487
+ "loss": 0.1526,
488
  "step": 780
489
  },
490
  {
491
  "epoch": 1.26,
492
+ "learning_rate": 0.00015793397231096912,
493
+ "loss": 0.0794,
494
  "step": 790
495
  },
496
  {
497
  "epoch": 1.28,
498
+ "learning_rate": 0.00015740149094781684,
499
+ "loss": 0.199,
500
  "step": 800
501
  },
502
  {
503
  "epoch": 1.29,
504
+ "learning_rate": 0.00015686900958466454,
505
+ "loss": 0.2173,
506
  "step": 810
507
  },
508
  {
509
  "epoch": 1.31,
510
+ "learning_rate": 0.00015633652822151227,
511
+ "loss": 0.1188,
512
  "step": 820
513
  },
514
  {
515
  "epoch": 1.33,
516
+ "learning_rate": 0.00015580404685835997,
517
+ "loss": 0.084,
518
  "step": 830
519
  },
520
  {
521
  "epoch": 1.34,
522
+ "learning_rate": 0.00015527156549520767,
523
+ "loss": 0.1286,
524
  "step": 840
525
  },
526
  {
527
  "epoch": 1.36,
528
+ "learning_rate": 0.0001547390841320554,
529
+ "loss": 0.1635,
530
  "step": 850
531
  },
532
  {
533
  "epoch": 1.37,
534
+ "learning_rate": 0.0001542066027689031,
535
+ "loss": 0.1956,
536
  "step": 860
537
  },
538
  {
539
  "epoch": 1.39,
540
+ "learning_rate": 0.00015367412140575082,
541
+ "loss": 0.222,
542
  "step": 870
543
  },
544
  {
545
  "epoch": 1.41,
546
+ "learning_rate": 0.00015314164004259851,
547
+ "loss": 0.0591,
548
  "step": 880
549
  },
550
  {
551
  "epoch": 1.42,
552
+ "learning_rate": 0.00015260915867944624,
553
+ "loss": 0.2126,
554
  "step": 890
555
  },
556
  {
557
  "epoch": 1.44,
558
+ "learning_rate": 0.00015207667731629394,
559
+ "loss": 0.1096,
560
  "step": 900
561
  },
562
  {
563
  "epoch": 1.45,
564
+ "learning_rate": 0.00015154419595314164,
565
+ "loss": 0.108,
566
  "step": 910
567
  },
568
  {
569
  "epoch": 1.47,
570
+ "learning_rate": 0.00015101171458998936,
571
+ "loss": 0.1241,
572
  "step": 920
573
  },
574
  {
575
  "epoch": 1.49,
576
+ "learning_rate": 0.00015047923322683706,
577
+ "loss": 0.1105,
578
  "step": 930
579
  },
580
  {
581
  "epoch": 1.5,
582
+ "learning_rate": 0.0001499467518636848,
583
+ "loss": 0.1555,
584
  "step": 940
585
  },
586
  {
587
  "epoch": 1.52,
588
+ "learning_rate": 0.00014941427050053249,
589
+ "loss": 0.0907,
590
  "step": 950
591
  },
592
  {
593
  "epoch": 1.53,
594
+ "learning_rate": 0.0001488817891373802,
595
+ "loss": 0.0593,
596
  "step": 960
597
  },
598
  {
599
  "epoch": 1.55,
600
+ "learning_rate": 0.0001483493077742279,
601
+ "loss": 0.0926,
602
  "step": 970
603
  },
604
  {
605
  "epoch": 1.57,
606
+ "learning_rate": 0.0001478168264110756,
607
+ "loss": 0.0841,
608
  "step": 980
609
  },
610
  {
611
  "epoch": 1.58,
612
+ "learning_rate": 0.00014728434504792333,
613
+ "loss": 0.1627,
614
  "step": 990
615
  },
616
  {
617
  "epoch": 1.6,
618
+ "learning_rate": 0.00014675186368477103,
619
+ "loss": 0.1608,
620
  "step": 1000
621
  },
622
  {
623
  "epoch": 1.61,
624
+ "learning_rate": 0.00014621938232161876,
625
+ "loss": 0.0766,
626
  "step": 1010
627
  },
628
  {
629
  "epoch": 1.63,
630
+ "learning_rate": 0.00014568690095846646,
631
+ "loss": 0.1158,
632
  "step": 1020
633
  },
634
  {
635
  "epoch": 1.65,
636
+ "learning_rate": 0.00014515441959531418,
637
+ "loss": 0.057,
638
  "step": 1030
639
  },
640
  {
641
  "epoch": 1.66,
642
+ "learning_rate": 0.00014462193823216188,
643
+ "loss": 0.1986,
644
  "step": 1040
645
  },
646
  {
647
  "epoch": 1.68,
648
+ "learning_rate": 0.00014408945686900958,
649
+ "loss": 0.1149,
650
  "step": 1050
651
  },
652
  {
653
  "epoch": 1.69,
654
+ "learning_rate": 0.0001435569755058573,
655
+ "loss": 0.0974,
656
  "step": 1060
657
  },
658
  {
659
  "epoch": 1.71,
660
+ "learning_rate": 0.000143024494142705,
661
+ "loss": 0.1428,
662
  "step": 1070
663
  },
664
  {
665
  "epoch": 1.73,
666
+ "learning_rate": 0.00014249201277955273,
667
+ "loss": 0.1688,
668
  "step": 1080
669
  },
670
  {
671
  "epoch": 1.74,
672
+ "learning_rate": 0.00014195953141640043,
673
+ "loss": 0.074,
674
  "step": 1090
675
  },
676
  {
677
  "epoch": 1.76,
678
+ "learning_rate": 0.00014142705005324815,
679
+ "loss": 0.0804,
680
  "step": 1100
681
  },
682
  {
683
  "epoch": 1.77,
684
+ "learning_rate": 0.00014089456869009585,
685
+ "loss": 0.141,
686
  "step": 1110
687
  },
688
  {
689
  "epoch": 1.79,
690
+ "learning_rate": 0.00014036208732694355,
691
+ "loss": 0.0854,
692
  "step": 1120
693
  },
694
  {
695
  "epoch": 1.81,
696
+ "learning_rate": 0.00013982960596379128,
697
+ "loss": 0.0402,
698
  "step": 1130
699
  },
700
  {
701
  "epoch": 1.82,
702
+ "learning_rate": 0.000139297124600639,
703
+ "loss": 0.0857,
704
  "step": 1140
705
  },
706
  {
707
  "epoch": 1.84,
708
+ "learning_rate": 0.0001387646432374867,
709
+ "loss": 0.1617,
710
  "step": 1150
711
  },
712
  {
713
  "epoch": 1.85,
714
+ "learning_rate": 0.0001382321618743344,
715
+ "loss": 0.1112,
716
  "step": 1160
717
  },
718
  {
719
  "epoch": 1.87,
720
+ "learning_rate": 0.00013769968051118212,
721
+ "loss": 0.085,
722
  "step": 1170
723
  },
724
  {
725
  "epoch": 1.88,
726
+ "learning_rate": 0.00013716719914802982,
727
+ "loss": 0.1818,
728
  "step": 1180
729
  },
730
  {
731
  "epoch": 1.9,
732
+ "learning_rate": 0.00013663471778487752,
733
+ "loss": 0.0567,
734
  "step": 1190
735
  },
736
  {
737
  "epoch": 1.92,
738
+ "learning_rate": 0.00013610223642172525,
739
+ "loss": 0.0995,
740
  "step": 1200
741
  },
742
  {
743
  "epoch": 1.93,
744
+ "learning_rate": 0.00013556975505857297,
745
+ "loss": 0.1094,
746
  "step": 1210
747
  },
748
  {
749
  "epoch": 1.95,
750
+ "learning_rate": 0.00013503727369542067,
751
+ "loss": 0.1087,
752
  "step": 1220
753
  },
754
  {
755
  "epoch": 1.96,
756
+ "learning_rate": 0.00013450479233226837,
757
+ "loss": 0.0555,
758
  "step": 1230
759
  },
760
  {
761
  "epoch": 1.98,
762
+ "learning_rate": 0.0001339723109691161,
763
+ "loss": 0.1189,
764
  "step": 1240
765
  },
766
  {
767
  "epoch": 2.0,
768
+ "learning_rate": 0.0001334398296059638,
769
+ "loss": 0.1849,
770
  "step": 1250
771
  },
772
  {
773
  "epoch": 2.0,
774
+ "eval_accuracy": 0.8341968911917098,
775
+ "eval_f1": 0.830949546751025,
776
+ "eval_loss": 0.43995991349220276,
777
+ "eval_precision": 0.8292467957458414,
778
+ "eval_recall": 0.8341968911917098,
779
+ "eval_runtime": 1.2994,
780
+ "eval_samples_per_second": 148.525,
781
+ "eval_steps_per_second": 10.004,
782
  "step": 1252
783
  },
784
  {
785
  "epoch": 2.01,
786
+ "learning_rate": 0.0001329073482428115,
787
+ "loss": 0.0658,
788
  "step": 1260
789
  },
790
  {
791
  "epoch": 2.03,
792
+ "learning_rate": 0.00013237486687965922,
793
+ "loss": 0.0371,
794
  "step": 1270
795
  },
796
  {
797
  "epoch": 2.04,
798
+ "learning_rate": 0.00013184238551650694,
799
+ "loss": 0.1156,
800
  "step": 1280
801
  },
802
  {
803
  "epoch": 2.06,
804
+ "learning_rate": 0.00013130990415335464,
805
+ "loss": 0.0238,
806
  "step": 1290
807
  },
808
  {
809
  "epoch": 2.08,
810
+ "learning_rate": 0.00013077742279020234,
811
+ "loss": 0.0908,
812
  "step": 1300
813
  },
814
  {
815
  "epoch": 2.09,
816
+ "learning_rate": 0.00013024494142705007,
817
+ "loss": 0.0358,
818
  "step": 1310
819
  },
820
  {
821
  "epoch": 2.11,
822
+ "learning_rate": 0.00012971246006389777,
823
+ "loss": 0.0398,
824
  "step": 1320
825
  },
826
  {
827
  "epoch": 2.12,
828
+ "learning_rate": 0.00012917997870074546,
829
+ "loss": 0.06,
830
  "step": 1330
831
  },
832
  {
833
  "epoch": 2.14,
834
+ "learning_rate": 0.0001286474973375932,
835
+ "loss": 0.0762,
836
  "step": 1340
837
  },
838
  {
839
  "epoch": 2.16,
840
+ "learning_rate": 0.00012811501597444092,
841
+ "loss": 0.0293,
842
  "step": 1350
843
  },
844
  {
845
  "epoch": 2.17,
846
+ "learning_rate": 0.00012758253461128861,
847
+ "loss": 0.0637,
848
  "step": 1360
849
  },
850
  {
851
  "epoch": 2.19,
852
+ "learning_rate": 0.0001270500532481363,
853
+ "loss": 0.0265,
854
  "step": 1370
855
  },
856
  {
857
  "epoch": 2.2,
858
+ "learning_rate": 0.00012651757188498404,
859
+ "loss": 0.0968,
860
  "step": 1380
861
  },
862
  {
863
  "epoch": 2.22,
864
+ "learning_rate": 0.00012598509052183174,
865
+ "loss": 0.0883,
866
  "step": 1390
867
  },
868
  {
869
  "epoch": 2.24,
870
+ "learning_rate": 0.00012545260915867944,
871
+ "loss": 0.0195,
872
  "step": 1400
873
  },
874
  {
875
  "epoch": 2.25,
876
+ "learning_rate": 0.00012492012779552716,
877
+ "loss": 0.0663,
878
  "step": 1410
879
  },
880
  {
881
  "epoch": 2.27,
882
+ "learning_rate": 0.0001243876464323749,
883
+ "loss": 0.0512,
884
  "step": 1420
885
  },
886
  {
887
  "epoch": 2.28,
888
+ "learning_rate": 0.00012385516506922259,
889
+ "loss": 0.0288,
890
  "step": 1430
891
  },
892
  {
893
  "epoch": 2.3,
894
+ "learning_rate": 0.00012332268370607028,
895
+ "loss": 0.0677,
896
  "step": 1440
897
  },
898
  {
899
  "epoch": 2.32,
900
+ "learning_rate": 0.000122790202342918,
901
+ "loss": 0.1237,
902
  "step": 1450
903
  },
904
  {
905
  "epoch": 2.33,
906
+ "learning_rate": 0.0001222577209797657,
907
+ "loss": 0.067,
908
  "step": 1460
909
  },
910
  {
911
  "epoch": 2.35,
912
+ "learning_rate": 0.00012172523961661342,
913
+ "loss": 0.0467,
914
  "step": 1470
915
  },
916
  {
917
  "epoch": 2.36,
918
+ "learning_rate": 0.00012119275825346112,
919
+ "loss": 0.1606,
920
  "step": 1480
921
  },
922
  {
923
  "epoch": 2.38,
924
+ "learning_rate": 0.00012066027689030886,
925
+ "loss": 0.0499,
926
  "step": 1490
927
  },
928
  {
929
  "epoch": 2.4,
930
+ "learning_rate": 0.00012012779552715656,
931
+ "loss": 0.0493,
932
  "step": 1500
933
  },
934
  {
935
  "epoch": 2.41,
936
+ "learning_rate": 0.00011959531416400427,
937
+ "loss": 0.036,
938
  "step": 1510
939
  },
940
  {
941
  "epoch": 2.43,
942
+ "learning_rate": 0.00011906283280085198,
943
+ "loss": 0.0536,
944
  "step": 1520
945
  },
946
  {
947
  "epoch": 2.44,
948
+ "learning_rate": 0.00011853035143769968,
949
+ "loss": 0.0333,
950
  "step": 1530
951
  },
952
  {
953
  "epoch": 2.46,
954
+ "learning_rate": 0.00011799787007454739,
955
+ "loss": 0.0641,
956
  "step": 1540
957
  },
958
  {
959
  "epoch": 2.48,
960
+ "learning_rate": 0.00011746538871139509,
961
+ "loss": 0.0098,
962
  "step": 1550
963
  },
964
  {
965
  "epoch": 2.49,
966
+ "learning_rate": 0.00011693290734824283,
967
+ "loss": 0.0533,
968
  "step": 1560
969
  },
970
  {
971
  "epoch": 2.51,
972
+ "learning_rate": 0.00011640042598509053,
973
+ "loss": 0.0207,
974
  "step": 1570
975
  },
976
  {
977
  "epoch": 2.52,
978
+ "learning_rate": 0.00011586794462193824,
979
+ "loss": 0.088,
980
  "step": 1580
981
  },
982
  {
983
  "epoch": 2.54,
984
+ "learning_rate": 0.00011533546325878595,
985
+ "loss": 0.0669,
986
  "step": 1590
987
  },
988
  {
989
  "epoch": 2.56,
990
+ "learning_rate": 0.00011480298189563365,
991
+ "loss": 0.0447,
992
  "step": 1600
993
  },
994
  {
995
  "epoch": 2.57,
996
+ "learning_rate": 0.00011427050053248136,
997
+ "loss": 0.0407,
998
  "step": 1610
999
  },
1000
  {
1001
  "epoch": 2.59,
1002
+ "learning_rate": 0.00011373801916932908,
1003
+ "loss": 0.0647,
1004
  "step": 1620
1005
  },
1006
  {
1007
  "epoch": 2.6,
1008
+ "learning_rate": 0.0001132055378061768,
1009
+ "loss": 0.0885,
1010
  "step": 1630
1011
  },
1012
  {
1013
  "epoch": 2.62,
1014
+ "learning_rate": 0.0001126730564430245,
1015
+ "loss": 0.069,
1016
  "step": 1640
1017
  },
1018
  {
1019
  "epoch": 2.64,
1020
+ "learning_rate": 0.00011214057507987221,
1021
+ "loss": 0.03,
1022
  "step": 1650
1023
  },
1024
  {
1025
  "epoch": 2.65,
1026
+ "learning_rate": 0.00011160809371671992,
1027
+ "loss": 0.0369,
1028
  "step": 1660
1029
  },
1030
  {
1031
  "epoch": 2.67,
1032
+ "learning_rate": 0.00011107561235356762,
1033
+ "loss": 0.0694,
1034
  "step": 1670
1035
  },
1036
  {
1037
  "epoch": 2.68,
1038
+ "learning_rate": 0.00011054313099041533,
1039
+ "loss": 0.0668,
1040
  "step": 1680
1041
  },
1042
  {
1043
  "epoch": 2.7,
1044
+ "learning_rate": 0.00011001064962726305,
1045
+ "loss": 0.1145,
1046
  "step": 1690
1047
  },
1048
  {
1049
  "epoch": 2.72,
1050
+ "learning_rate": 0.00010947816826411077,
1051
+ "loss": 0.0651,
1052
  "step": 1700
1053
  },
1054
  {
1055
  "epoch": 2.73,
1056
+ "learning_rate": 0.00010894568690095847,
1057
+ "loss": 0.0573,
1058
  "step": 1710
1059
  },
1060
  {
1061
  "epoch": 2.75,
1062
+ "learning_rate": 0.00010841320553780618,
1063
+ "loss": 0.0839,
1064
  "step": 1720
1065
  },
1066
  {
1067
  "epoch": 2.76,
1068
+ "learning_rate": 0.0001078807241746539,
1069
+ "loss": 0.0698,
1070
  "step": 1730
1071
  },
1072
  {
1073
  "epoch": 2.78,
1074
+ "learning_rate": 0.0001073482428115016,
1075
+ "loss": 0.047,
1076
  "step": 1740
1077
  },
1078
  {
1079
  "epoch": 2.8,
1080
+ "learning_rate": 0.0001068157614483493,
1081
+ "loss": 0.0276,
1082
  "step": 1750
1083
  },
1084
  {
1085
  "epoch": 2.81,
1086
+ "learning_rate": 0.00010628328008519702,
1087
+ "loss": 0.055,
1088
  "step": 1760
1089
  },
1090
  {
1091
  "epoch": 2.83,
1092
+ "learning_rate": 0.00010575079872204474,
1093
+ "loss": 0.0494,
1094
  "step": 1770
1095
  },
1096
  {
1097
  "epoch": 2.84,
1098
+ "learning_rate": 0.00010521831735889244,
1099
+ "loss": 0.1156,
1100
  "step": 1780
1101
  },
1102
  {
1103
  "epoch": 2.86,
1104
+ "learning_rate": 0.00010468583599574015,
1105
+ "loss": 0.0362,
1106
  "step": 1790
1107
  },
1108
  {
1109
  "epoch": 2.88,
1110
+ "learning_rate": 0.00010415335463258787,
1111
+ "loss": 0.0238,
1112
  "step": 1800
1113
  },
1114
  {
1115
  "epoch": 2.89,
1116
+ "learning_rate": 0.00010362087326943557,
1117
+ "loss": 0.0314,
1118
  "step": 1810
1119
  },
1120
  {
1121
  "epoch": 2.91,
1122
+ "learning_rate": 0.00010308839190628328,
1123
+ "loss": 0.0746,
1124
  "step": 1820
1125
  },
1126
  {
1127
  "epoch": 2.92,
1128
+ "learning_rate": 0.000102555910543131,
1129
+ "loss": 0.022,
1130
  "step": 1830
1131
  },
1132
  {
1133
  "epoch": 2.94,
1134
+ "learning_rate": 0.00010202342917997871,
1135
+ "loss": 0.0332,
1136
  "step": 1840
1137
  },
1138
  {
1139
  "epoch": 2.96,
1140
+ "learning_rate": 0.00010149094781682643,
1141
+ "loss": 0.0184,
1142
  "step": 1850
1143
  },
1144
  {
1145
  "epoch": 2.97,
1146
+ "learning_rate": 0.00010095846645367413,
1147
+ "loss": 0.0832,
1148
  "step": 1860
1149
  },
1150
  {
1151
  "epoch": 2.99,
1152
+ "learning_rate": 0.00010042598509052184,
1153
+ "loss": 0.0853,
1154
  "step": 1870
1155
  },
1156
  {
1157
  "epoch": 3.0,
1158
+ "eval_accuracy": 0.8134715025906736,
1159
+ "eval_f1": 0.8171417754092435,
1160
+ "eval_loss": 0.503167986869812,
1161
+ "eval_precision": 0.8277834889115039,
1162
+ "eval_recall": 0.8134715025906736,
1163
+ "eval_runtime": 1.2586,
1164
+ "eval_samples_per_second": 153.351,
1165
+ "eval_steps_per_second": 10.329,
1166
  "step": 1878
1167
  },
1168
  {
1169
  "epoch": 3.0,
1170
+ "learning_rate": 9.989350372736954e-05,
1171
+ "loss": 0.0312,
1172
  "step": 1880
1173
  },
1174
  {
1175
  "epoch": 3.02,
1176
+ "learning_rate": 9.936102236421726e-05,
1177
+ "loss": 0.0234,
1178
  "step": 1890
1179
  },
1180
  {
1181
  "epoch": 3.04,
1182
+ "learning_rate": 9.882854100106496e-05,
1183
+ "loss": 0.0205,
1184
  "step": 1900
1185
  },
1186
  {
1187
  "epoch": 3.05,
1188
+ "learning_rate": 9.829605963791267e-05,
1189
+ "loss": 0.013,
1190
  "step": 1910
1191
  },
1192
  {
1193
  "epoch": 3.07,
1194
+ "learning_rate": 9.77635782747604e-05,
1195
+ "loss": 0.0089,
1196
  "step": 1920
1197
  },
1198
  {
1199
  "epoch": 3.08,
1200
+ "learning_rate": 9.72310969116081e-05,
1201
+ "loss": 0.0093,
1202
  "step": 1930
1203
  },
1204
  {
1205
  "epoch": 3.1,
1206
+ "learning_rate": 9.669861554845581e-05,
1207
+ "loss": 0.005,
1208
  "step": 1940
1209
  },
1210
  {
1211
  "epoch": 3.12,
1212
+ "learning_rate": 9.616613418530351e-05,
1213
+ "loss": 0.0145,
1214
  "step": 1950
1215
  },
1216
  {
1217
  "epoch": 3.13,
1218
+ "learning_rate": 9.563365282215123e-05,
1219
+ "loss": 0.0125,
1220
  "step": 1960
1221
  },
1222
  {
1223
  "epoch": 3.15,
1224
+ "learning_rate": 9.510117145899895e-05,
1225
+ "loss": 0.0142,
1226
  "step": 1970
1227
  },
1228
  {
1229
  "epoch": 3.16,
1230
+ "learning_rate": 9.456869009584664e-05,
1231
+ "loss": 0.0164,
1232
  "step": 1980
1233
  },
1234
  {
1235
  "epoch": 3.18,
1236
+ "learning_rate": 9.403620873269437e-05,
1237
+ "loss": 0.0048,
1238
  "step": 1990
1239
  },
1240
  {
1241
  "epoch": 3.19,
1242
+ "learning_rate": 9.350372736954207e-05,
1243
+ "loss": 0.0164,
1244
  "step": 2000
1245
  },
1246
  {
1247
  "epoch": 3.21,
1248
+ "learning_rate": 9.297124600638978e-05,
1249
+ "loss": 0.007,
1250
  "step": 2010
1251
  },
1252
  {
1253
  "epoch": 3.23,
1254
+ "learning_rate": 9.243876464323749e-05,
1255
+ "loss": 0.03,
1256
  "step": 2020
1257
  },
1258
  {
1259
  "epoch": 3.24,
1260
+ "learning_rate": 9.19062832800852e-05,
1261
+ "loss": 0.012,
1262
  "step": 2030
1263
  },
1264
  {
1265
  "epoch": 3.26,
1266
+ "learning_rate": 9.137380191693292e-05,
1267
+ "loss": 0.0354,
1268
  "step": 2040
1269
  },
1270
  {
1271
  "epoch": 3.27,
1272
+ "learning_rate": 9.084132055378062e-05,
1273
+ "loss": 0.01,
1274
  "step": 2050
1275
  },
1276
  {
1277
  "epoch": 3.29,
1278
+ "learning_rate": 9.030883919062834e-05,
1279
+ "loss": 0.0032,
1280
  "step": 2060
1281
  },
1282
  {
1283
  "epoch": 3.31,
1284
+ "learning_rate": 8.977635782747604e-05,
1285
+ "loss": 0.0066,
1286
  "step": 2070
1287
  },
1288
  {
1289
  "epoch": 3.32,
1290
+ "learning_rate": 8.924387646432375e-05,
1291
+ "loss": 0.0081,
1292
  "step": 2080
1293
  },
1294
  {
1295
  "epoch": 3.34,
1296
+ "learning_rate": 8.871139510117146e-05,
1297
+ "loss": 0.0141,
1298
  "step": 2090
1299
  },
1300
  {
1301
  "epoch": 3.35,
1302
+ "learning_rate": 8.817891373801918e-05,
1303
+ "loss": 0.0142,
1304
  "step": 2100
1305
  },
1306
  {
1307
  "epoch": 3.37,
1308
+ "learning_rate": 8.764643237486689e-05,
1309
+ "loss": 0.0492,
1310
  "step": 2110
1311
  },
1312
  {
1313
  "epoch": 3.39,
1314
+ "learning_rate": 8.711395101171459e-05,
1315
+ "loss": 0.0105,
1316
  "step": 2120
1317
  },
1318
  {
1319
  "epoch": 3.4,
1320
+ "learning_rate": 8.658146964856231e-05,
1321
+ "loss": 0.0457,
1322
  "step": 2130
1323
  },
1324
  {
1325
  "epoch": 3.42,
1326
+ "learning_rate": 8.604898828541001e-05,
1327
+ "loss": 0.0108,
1328
  "step": 2140
1329
  },
1330
  {
1331
  "epoch": 3.43,
1332
+ "learning_rate": 8.551650692225772e-05,
1333
+ "loss": 0.006,
1334
  "step": 2150
1335
  },
1336
  {
1337
  "epoch": 3.45,
1338
+ "learning_rate": 8.498402555910544e-05,
1339
+ "loss": 0.0048,
1340
  "step": 2160
1341
  },
1342
  {
1343
  "epoch": 3.47,
1344
+ "learning_rate": 8.445154419595315e-05,
1345
+ "loss": 0.0071,
1346
  "step": 2170
1347
  },
1348
  {
1349
  "epoch": 3.48,
1350
+ "learning_rate": 8.391906283280086e-05,
1351
+ "loss": 0.0366,
1352
  "step": 2180
1353
  },
1354
  {
1355
  "epoch": 3.5,
1356
+ "learning_rate": 8.338658146964856e-05,
1357
+ "loss": 0.0094,
1358
  "step": 2190
1359
  },
1360
  {
1361
  "epoch": 3.51,
1362
+ "learning_rate": 8.285410010649628e-05,
1363
+ "loss": 0.0102,
1364
  "step": 2200
1365
  },
1366
  {
1367
  "epoch": 3.53,
1368
+ "learning_rate": 8.232161874334398e-05,
1369
+ "loss": 0.0112,
1370
  "step": 2210
1371
  },
1372
  {
1373
  "epoch": 3.55,
1374
+ "learning_rate": 8.17891373801917e-05,
1375
+ "loss": 0.0012,
1376
  "step": 2220
1377
  },
1378
  {
1379
  "epoch": 3.56,
1380
+ "learning_rate": 8.130990415335463e-05,
1381
+ "loss": 0.0193,
1382
  "step": 2230
1383
  },
1384
  {
1385
  "epoch": 3.58,
1386
+ "learning_rate": 8.077742279020235e-05,
1387
+ "loss": 0.0205,
1388
  "step": 2240
1389
  },
1390
  {
1391
  "epoch": 3.59,
1392
+ "learning_rate": 8.024494142705006e-05,
1393
+ "loss": 0.0138,
1394
  "step": 2250
1395
  },
1396
  {
1397
  "epoch": 3.61,
1398
+ "learning_rate": 7.971246006389777e-05,
1399
+ "loss": 0.0329,
1400
  "step": 2260
1401
  },
1402
  {
1403
  "epoch": 3.63,
1404
+ "learning_rate": 7.917997870074548e-05,
1405
+ "loss": 0.0018,
1406
  "step": 2270
1407
  },
1408
  {
1409
  "epoch": 3.64,
1410
+ "learning_rate": 7.86474973375932e-05,
1411
+ "loss": 0.0085,
1412
  "step": 2280
1413
  },
1414
  {
1415
  "epoch": 3.66,
1416
+ "learning_rate": 7.811501597444089e-05,
1417
+ "loss": 0.0141,
1418
  "step": 2290
1419
  },
1420
  {
1421
  "epoch": 3.67,
1422
+ "learning_rate": 7.75825346112886e-05,
1423
+ "loss": 0.0037,
1424
  "step": 2300
1425
  },
1426
  {
1427
  "epoch": 3.69,
1428
+ "learning_rate": 7.705005324813632e-05,
1429
+ "loss": 0.0295,
1430
  "step": 2310
1431
  },
1432
  {
1433
  "epoch": 3.71,
1434
+ "learning_rate": 7.651757188498403e-05,
1435
+ "loss": 0.0054,
1436
  "step": 2320
1437
  },
1438
  {
1439
  "epoch": 3.72,
1440
+ "learning_rate": 7.598509052183174e-05,
1441
+ "loss": 0.0165,
1442
  "step": 2330
1443
  },
1444
  {
1445
  "epoch": 3.74,
1446
+ "learning_rate": 7.545260915867945e-05,
1447
+ "loss": 0.0041,
1448
  "step": 2340
1449
  },
1450
  {
1451
  "epoch": 3.75,
1452
+ "learning_rate": 7.492012779552717e-05,
1453
+ "loss": 0.0084,
1454
  "step": 2350
1455
  },
1456
  {
1457
  "epoch": 3.77,
1458
+ "learning_rate": 7.438764643237486e-05,
1459
+ "loss": 0.015,
1460
  "step": 2360
1461
  },
1462
  {
1463
  "epoch": 3.79,
1464
+ "learning_rate": 7.385516506922258e-05,
1465
+ "loss": 0.0136,
1466
  "step": 2370
1467
  },
1468
  {
1469
  "epoch": 3.8,
1470
+ "learning_rate": 7.332268370607029e-05,
1471
+ "loss": 0.0008,
1472
  "step": 2380
1473
  },
1474
  {
1475
  "epoch": 3.82,
1476
+ "learning_rate": 7.2790202342918e-05,
1477
+ "loss": 0.0047,
1478
  "step": 2390
1479
  },
1480
  {
1481
  "epoch": 3.83,
1482
+ "learning_rate": 7.225772097976571e-05,
1483
+ "loss": 0.0065,
1484
  "step": 2400
1485
  },
1486
  {
1487
  "epoch": 3.85,
1488
+ "learning_rate": 7.172523961661343e-05,
1489
+ "loss": 0.0135,
1490
  "step": 2410
1491
  },
1492
  {
1493
  "epoch": 3.87,
1494
+ "learning_rate": 7.119275825346114e-05,
1495
+ "loss": 0.0283,
1496
  "step": 2420
1497
  },
1498
  {
1499
  "epoch": 3.88,
1500
+ "learning_rate": 7.066027689030884e-05,
1501
+ "loss": 0.0157,
1502
  "step": 2430
1503
  },
1504
  {
1505
  "epoch": 3.9,
1506
+ "learning_rate": 7.012779552715655e-05,
1507
+ "loss": 0.0166,
1508
  "step": 2440
1509
  },
1510
  {
1511
  "epoch": 3.91,
1512
+ "learning_rate": 6.959531416400426e-05,
1513
+ "loss": 0.0025,
1514
  "step": 2450
1515
  },
1516
  {
1517
  "epoch": 3.93,
1518
+ "learning_rate": 6.906283280085197e-05,
1519
+ "loss": 0.0121,
1520
  "step": 2460
1521
  },
1522
  {
1523
  "epoch": 3.95,
1524
+ "learning_rate": 6.853035143769968e-05,
1525
+ "loss": 0.0034,
1526
  "step": 2470
1527
  },
1528
  {
1529
  "epoch": 3.96,
1530
+ "learning_rate": 6.79978700745474e-05,
1531
+ "loss": 0.0212,
1532
  "step": 2480
1533
  },
1534
  {
1535
  "epoch": 3.98,
1536
+ "learning_rate": 6.746538871139511e-05,
1537
+ "loss": 0.0024,
1538
  "step": 2490
1539
  },
1540
  {
1541
  "epoch": 3.99,
1542
+ "learning_rate": 6.693290734824281e-05,
1543
+ "loss": 0.0046,
1544
  "step": 2500
1545
  },
1546
  {
1547
  "epoch": 4.0,
1548
+ "eval_accuracy": 0.8601036269430051,
1549
+ "eval_f1": 0.8615134929458629,
1550
+ "eval_loss": 0.5402997136116028,
1551
+ "eval_precision": 0.8654905254328257,
1552
+ "eval_recall": 0.8601036269430051,
1553
+ "eval_runtime": 1.3098,
1554
+ "eval_samples_per_second": 147.345,
1555
+ "eval_steps_per_second": 9.925,
1556
  "step": 2504
1557
  },
1558
  {
1559
+ "epoch": 4.01,
1560
+ "learning_rate": 6.640042598509052e-05,
1561
+ "loss": 0.0225,
1562
+ "step": 2510
1563
+ },
1564
+ {
1565
+ "epoch": 4.03,
1566
+ "learning_rate": 6.586794462193823e-05,
1567
+ "loss": 0.0053,
1568
+ "step": 2520
1569
+ },
1570
+ {
1571
+ "epoch": 4.04,
1572
+ "learning_rate": 6.533546325878594e-05,
1573
+ "loss": 0.007,
1574
+ "step": 2530
1575
+ },
1576
+ {
1577
+ "epoch": 4.06,
1578
+ "learning_rate": 6.480298189563366e-05,
1579
+ "loss": 0.0007,
1580
+ "step": 2540
1581
+ },
1582
+ {
1583
+ "epoch": 4.07,
1584
+ "learning_rate": 6.427050053248137e-05,
1585
+ "loss": 0.0054,
1586
+ "step": 2550
1587
+ },
1588
+ {
1589
+ "epoch": 4.09,
1590
+ "learning_rate": 6.373801916932908e-05,
1591
+ "loss": 0.0007,
1592
+ "step": 2560
1593
+ },
1594
+ {
1595
+ "epoch": 4.11,
1596
+ "learning_rate": 6.320553780617678e-05,
1597
+ "loss": 0.0185,
1598
+ "step": 2570
1599
+ },
1600
+ {
1601
+ "epoch": 4.12,
1602
+ "learning_rate": 6.26730564430245e-05,
1603
+ "loss": 0.0008,
1604
+ "step": 2580
1605
+ },
1606
+ {
1607
+ "epoch": 4.14,
1608
+ "learning_rate": 6.214057507987222e-05,
1609
+ "loss": 0.0104,
1610
+ "step": 2590
1611
+ },
1612
+ {
1613
+ "epoch": 4.15,
1614
+ "learning_rate": 6.160809371671991e-05,
1615
+ "loss": 0.0079,
1616
+ "step": 2600
1617
+ },
1618
+ {
1619
+ "epoch": 4.17,
1620
+ "learning_rate": 6.107561235356763e-05,
1621
+ "loss": 0.0005,
1622
+ "step": 2610
1623
+ },
1624
+ {
1625
+ "epoch": 4.19,
1626
+ "learning_rate": 6.054313099041534e-05,
1627
+ "loss": 0.0141,
1628
+ "step": 2620
1629
+ },
1630
+ {
1631
+ "epoch": 4.2,
1632
+ "learning_rate": 6.001064962726305e-05,
1633
+ "loss": 0.0006,
1634
+ "step": 2630
1635
+ },
1636
+ {
1637
+ "epoch": 4.22,
1638
+ "learning_rate": 5.9478168264110756e-05,
1639
+ "loss": 0.0181,
1640
+ "step": 2640
1641
+ },
1642
+ {
1643
+ "epoch": 4.23,
1644
+ "learning_rate": 5.8945686900958475e-05,
1645
+ "loss": 0.0011,
1646
+ "step": 2650
1647
+ },
1648
+ {
1649
+ "epoch": 4.25,
1650
+ "learning_rate": 5.841320553780618e-05,
1651
+ "loss": 0.0061,
1652
+ "step": 2660
1653
+ },
1654
+ {
1655
+ "epoch": 4.27,
1656
+ "learning_rate": 5.7880724174653886e-05,
1657
+ "loss": 0.0008,
1658
+ "step": 2670
1659
+ },
1660
+ {
1661
+ "epoch": 4.28,
1662
+ "learning_rate": 5.73482428115016e-05,
1663
+ "loss": 0.0046,
1664
+ "step": 2680
1665
+ },
1666
+ {
1667
+ "epoch": 4.3,
1668
+ "learning_rate": 5.681576144834932e-05,
1669
+ "loss": 0.0004,
1670
+ "step": 2690
1671
+ },
1672
+ {
1673
+ "epoch": 4.31,
1674
+ "learning_rate": 5.628328008519702e-05,
1675
+ "loss": 0.0083,
1676
+ "step": 2700
1677
+ },
1678
+ {
1679
+ "epoch": 4.33,
1680
+ "learning_rate": 5.575079872204473e-05,
1681
+ "loss": 0.0028,
1682
+ "step": 2710
1683
+ },
1684
+ {
1685
+ "epoch": 4.35,
1686
+ "learning_rate": 5.521831735889245e-05,
1687
+ "loss": 0.0009,
1688
+ "step": 2720
1689
+ },
1690
+ {
1691
+ "epoch": 4.36,
1692
+ "learning_rate": 5.468583599574015e-05,
1693
+ "loss": 0.0007,
1694
+ "step": 2730
1695
+ },
1696
+ {
1697
+ "epoch": 4.38,
1698
+ "learning_rate": 5.415335463258786e-05,
1699
+ "loss": 0.0085,
1700
+ "step": 2740
1701
+ },
1702
+ {
1703
+ "epoch": 4.39,
1704
+ "learning_rate": 5.362087326943557e-05,
1705
+ "loss": 0.0074,
1706
+ "step": 2750
1707
+ },
1708
+ {
1709
+ "epoch": 4.41,
1710
+ "learning_rate": 5.308839190628329e-05,
1711
+ "loss": 0.001,
1712
+ "step": 2760
1713
+ },
1714
+ {
1715
+ "epoch": 4.42,
1716
+ "learning_rate": 5.2555910543130994e-05,
1717
+ "loss": 0.0027,
1718
+ "step": 2770
1719
+ },
1720
+ {
1721
+ "epoch": 4.44,
1722
+ "learning_rate": 5.20234291799787e-05,
1723
+ "loss": 0.0004,
1724
+ "step": 2780
1725
+ },
1726
+ {
1727
+ "epoch": 4.46,
1728
+ "learning_rate": 5.149094781682642e-05,
1729
+ "loss": 0.0227,
1730
+ "step": 2790
1731
+ },
1732
+ {
1733
+ "epoch": 4.47,
1734
+ "learning_rate": 5.095846645367412e-05,
1735
+ "loss": 0.0034,
1736
+ "step": 2800
1737
+ },
1738
+ {
1739
+ "epoch": 4.49,
1740
+ "learning_rate": 5.0425985090521835e-05,
1741
+ "loss": 0.0039,
1742
+ "step": 2810
1743
+ },
1744
+ {
1745
+ "epoch": 4.5,
1746
+ "learning_rate": 4.989350372736955e-05,
1747
+ "loss": 0.0066,
1748
+ "step": 2820
1749
+ },
1750
+ {
1751
+ "epoch": 4.52,
1752
+ "learning_rate": 4.936102236421725e-05,
1753
+ "loss": 0.001,
1754
+ "step": 2830
1755
+ },
1756
+ {
1757
+ "epoch": 4.54,
1758
+ "learning_rate": 4.8828541001064965e-05,
1759
+ "loss": 0.0007,
1760
+ "step": 2840
1761
+ },
1762
+ {
1763
+ "epoch": 4.55,
1764
+ "learning_rate": 4.829605963791268e-05,
1765
+ "loss": 0.0003,
1766
+ "step": 2850
1767
+ },
1768
+ {
1769
+ "epoch": 4.57,
1770
+ "learning_rate": 4.776357827476038e-05,
1771
+ "loss": 0.0046,
1772
+ "step": 2860
1773
+ },
1774
+ {
1775
+ "epoch": 4.58,
1776
+ "learning_rate": 4.7231096911608095e-05,
1777
+ "loss": 0.0007,
1778
+ "step": 2870
1779
+ },
1780
+ {
1781
+ "epoch": 4.6,
1782
+ "learning_rate": 4.669861554845581e-05,
1783
+ "loss": 0.0011,
1784
+ "step": 2880
1785
+ },
1786
+ {
1787
+ "epoch": 4.62,
1788
+ "learning_rate": 4.616613418530352e-05,
1789
+ "loss": 0.013,
1790
+ "step": 2890
1791
+ },
1792
+ {
1793
+ "epoch": 4.63,
1794
+ "learning_rate": 4.563365282215123e-05,
1795
+ "loss": 0.0003,
1796
+ "step": 2900
1797
+ },
1798
+ {
1799
+ "epoch": 4.65,
1800
+ "learning_rate": 4.515441959531417e-05,
1801
+ "loss": 0.0085,
1802
+ "step": 2910
1803
+ },
1804
+ {
1805
+ "epoch": 4.66,
1806
+ "learning_rate": 4.4621938232161876e-05,
1807
+ "loss": 0.0102,
1808
+ "step": 2920
1809
+ },
1810
+ {
1811
+ "epoch": 4.68,
1812
+ "learning_rate": 4.408945686900959e-05,
1813
+ "loss": 0.004,
1814
+ "step": 2930
1815
+ },
1816
+ {
1817
+ "epoch": 4.7,
1818
+ "learning_rate": 4.355697550585729e-05,
1819
+ "loss": 0.0004,
1820
+ "step": 2940
1821
+ },
1822
+ {
1823
+ "epoch": 4.71,
1824
+ "learning_rate": 4.3024494142705005e-05,
1825
+ "loss": 0.0007,
1826
+ "step": 2950
1827
+ },
1828
+ {
1829
+ "epoch": 4.73,
1830
+ "learning_rate": 4.249201277955272e-05,
1831
+ "loss": 0.0003,
1832
+ "step": 2960
1833
+ },
1834
+ {
1835
+ "epoch": 4.74,
1836
+ "learning_rate": 4.195953141640043e-05,
1837
+ "loss": 0.0278,
1838
+ "step": 2970
1839
+ },
1840
+ {
1841
+ "epoch": 4.76,
1842
+ "learning_rate": 4.142705005324814e-05,
1843
+ "loss": 0.0049,
1844
+ "step": 2980
1845
+ },
1846
+ {
1847
+ "epoch": 4.78,
1848
+ "learning_rate": 4.089456869009585e-05,
1849
+ "loss": 0.0009,
1850
+ "step": 2990
1851
+ },
1852
+ {
1853
+ "epoch": 4.79,
1854
+ "learning_rate": 4.036208732694356e-05,
1855
+ "loss": 0.0005,
1856
+ "step": 3000
1857
+ },
1858
+ {
1859
+ "epoch": 4.81,
1860
+ "learning_rate": 3.9829605963791265e-05,
1861
+ "loss": 0.0164,
1862
+ "step": 3010
1863
+ },
1864
+ {
1865
+ "epoch": 4.82,
1866
+ "learning_rate": 3.929712460063898e-05,
1867
+ "loss": 0.0032,
1868
+ "step": 3020
1869
+ },
1870
+ {
1871
+ "epoch": 4.84,
1872
+ "learning_rate": 3.876464323748669e-05,
1873
+ "loss": 0.0003,
1874
+ "step": 3030
1875
+ },
1876
+ {
1877
+ "epoch": 4.86,
1878
+ "learning_rate": 3.82321618743344e-05,
1879
+ "loss": 0.0133,
1880
+ "step": 3040
1881
+ },
1882
+ {
1883
+ "epoch": 4.87,
1884
+ "learning_rate": 3.769968051118211e-05,
1885
+ "loss": 0.0004,
1886
+ "step": 3050
1887
+ },
1888
+ {
1889
+ "epoch": 4.89,
1890
+ "learning_rate": 3.716719914802982e-05,
1891
+ "loss": 0.0215,
1892
+ "step": 3060
1893
+ },
1894
+ {
1895
+ "epoch": 4.9,
1896
+ "learning_rate": 3.663471778487753e-05,
1897
+ "loss": 0.0003,
1898
+ "step": 3070
1899
+ },
1900
+ {
1901
+ "epoch": 4.92,
1902
+ "learning_rate": 3.610223642172524e-05,
1903
+ "loss": 0.022,
1904
+ "step": 3080
1905
+ },
1906
+ {
1907
+ "epoch": 4.94,
1908
+ "learning_rate": 3.556975505857295e-05,
1909
+ "loss": 0.0045,
1910
+ "step": 3090
1911
+ },
1912
+ {
1913
+ "epoch": 4.95,
1914
+ "learning_rate": 3.503727369542067e-05,
1915
+ "loss": 0.0003,
1916
+ "step": 3100
1917
+ },
1918
+ {
1919
+ "epoch": 4.97,
1920
+ "learning_rate": 3.450479233226837e-05,
1921
+ "loss": 0.0005,
1922
+ "step": 3110
1923
+ },
1924
+ {
1925
+ "epoch": 4.98,
1926
+ "learning_rate": 3.3972310969116084e-05,
1927
+ "loss": 0.0006,
1928
+ "step": 3120
1929
+ },
1930
+ {
1931
+ "epoch": 5.0,
1932
+ "learning_rate": 3.343982960596379e-05,
1933
+ "loss": 0.0002,
1934
+ "step": 3130
1935
+ },
1936
+ {
1937
+ "epoch": 5.0,
1938
+ "eval_accuracy": 0.8601036269430051,
1939
+ "eval_f1": 0.8586960289425841,
1940
+ "eval_loss": 0.5897737145423889,
1941
+ "eval_precision": 0.8603442324057597,
1942
+ "eval_recall": 0.8601036269430051,
1943
+ "eval_runtime": 1.2538,
1944
+ "eval_samples_per_second": 153.938,
1945
+ "eval_steps_per_second": 10.369,
1946
+ "step": 3130
1947
+ },
1948
+ {
1949
+ "epoch": 5.02,
1950
+ "learning_rate": 3.29073482428115e-05,
1951
+ "loss": 0.0003,
1952
+ "step": 3140
1953
+ },
1954
+ {
1955
+ "epoch": 5.03,
1956
+ "learning_rate": 3.2374866879659214e-05,
1957
+ "loss": 0.0002,
1958
+ "step": 3150
1959
+ },
1960
+ {
1961
+ "epoch": 5.05,
1962
+ "learning_rate": 3.1842385516506926e-05,
1963
+ "loss": 0.0002,
1964
+ "step": 3160
1965
+ },
1966
+ {
1967
+ "epoch": 5.06,
1968
+ "learning_rate": 3.130990415335464e-05,
1969
+ "loss": 0.0002,
1970
+ "step": 3170
1971
+ },
1972
+ {
1973
+ "epoch": 5.08,
1974
+ "learning_rate": 3.0777422790202344e-05,
1975
+ "loss": 0.0003,
1976
+ "step": 3180
1977
+ },
1978
+ {
1979
+ "epoch": 5.1,
1980
+ "learning_rate": 3.0244941427050056e-05,
1981
+ "loss": 0.0002,
1982
+ "step": 3190
1983
+ },
1984
+ {
1985
+ "epoch": 5.11,
1986
+ "learning_rate": 2.971246006389776e-05,
1987
+ "loss": 0.0004,
1988
+ "step": 3200
1989
+ },
1990
+ {
1991
+ "epoch": 5.13,
1992
+ "learning_rate": 2.9179978700745477e-05,
1993
+ "loss": 0.0002,
1994
+ "step": 3210
1995
+ },
1996
+ {
1997
+ "epoch": 5.14,
1998
+ "learning_rate": 2.864749733759319e-05,
1999
+ "loss": 0.0002,
2000
+ "step": 3220
2001
+ },
2002
+ {
2003
+ "epoch": 5.16,
2004
+ "learning_rate": 2.8115015974440894e-05,
2005
+ "loss": 0.0003,
2006
+ "step": 3230
2007
+ },
2008
+ {
2009
+ "epoch": 5.18,
2010
+ "learning_rate": 2.7582534611288606e-05,
2011
+ "loss": 0.0005,
2012
+ "step": 3240
2013
+ },
2014
+ {
2015
+ "epoch": 5.19,
2016
+ "learning_rate": 2.7050053248136315e-05,
2017
+ "loss": 0.0002,
2018
+ "step": 3250
2019
+ },
2020
+ {
2021
+ "epoch": 5.21,
2022
+ "learning_rate": 2.6517571884984027e-05,
2023
+ "loss": 0.0002,
2024
+ "step": 3260
2025
+ },
2026
+ {
2027
+ "epoch": 5.22,
2028
+ "learning_rate": 2.598509052183174e-05,
2029
+ "loss": 0.0002,
2030
+ "step": 3270
2031
+ },
2032
+ {
2033
+ "epoch": 5.24,
2034
+ "learning_rate": 2.5452609158679448e-05,
2035
+ "loss": 0.0003,
2036
+ "step": 3280
2037
+ },
2038
+ {
2039
+ "epoch": 5.26,
2040
+ "learning_rate": 2.4920127795527157e-05,
2041
+ "loss": 0.0002,
2042
+ "step": 3290
2043
+ },
2044
+ {
2045
+ "epoch": 5.27,
2046
+ "learning_rate": 2.438764643237487e-05,
2047
+ "loss": 0.0003,
2048
+ "step": 3300
2049
+ },
2050
+ {
2051
+ "epoch": 5.29,
2052
+ "learning_rate": 2.3855165069222578e-05,
2053
+ "loss": 0.0003,
2054
+ "step": 3310
2055
+ },
2056
+ {
2057
+ "epoch": 5.3,
2058
+ "learning_rate": 2.332268370607029e-05,
2059
+ "loss": 0.0002,
2060
+ "step": 3320
2061
+ },
2062
+ {
2063
+ "epoch": 5.32,
2064
+ "learning_rate": 2.2790202342918e-05,
2065
+ "loss": 0.0002,
2066
+ "step": 3330
2067
+ },
2068
+ {
2069
+ "epoch": 5.34,
2070
+ "learning_rate": 2.2257720979765707e-05,
2071
+ "loss": 0.0002,
2072
+ "step": 3340
2073
+ },
2074
+ {
2075
+ "epoch": 5.35,
2076
+ "learning_rate": 2.172523961661342e-05,
2077
+ "loss": 0.0002,
2078
+ "step": 3350
2079
+ },
2080
+ {
2081
+ "epoch": 5.37,
2082
+ "learning_rate": 2.1192758253461128e-05,
2083
+ "loss": 0.0003,
2084
+ "step": 3360
2085
+ },
2086
+ {
2087
+ "epoch": 5.38,
2088
+ "learning_rate": 2.066027689030884e-05,
2089
+ "loss": 0.0002,
2090
+ "step": 3370
2091
+ },
2092
+ {
2093
+ "epoch": 5.4,
2094
+ "learning_rate": 2.0127795527156552e-05,
2095
+ "loss": 0.0003,
2096
+ "step": 3380
2097
+ },
2098
+ {
2099
+ "epoch": 5.42,
2100
+ "learning_rate": 1.959531416400426e-05,
2101
+ "loss": 0.0022,
2102
+ "step": 3390
2103
+ },
2104
+ {
2105
+ "epoch": 5.43,
2106
+ "learning_rate": 1.906283280085197e-05,
2107
+ "loss": 0.0002,
2108
+ "step": 3400
2109
+ },
2110
+ {
2111
+ "epoch": 5.45,
2112
+ "learning_rate": 1.8530351437699682e-05,
2113
+ "loss": 0.0002,
2114
+ "step": 3410
2115
+ },
2116
+ {
2117
+ "epoch": 5.46,
2118
+ "learning_rate": 1.799787007454739e-05,
2119
+ "loss": 0.0003,
2120
+ "step": 3420
2121
+ },
2122
+ {
2123
+ "epoch": 5.48,
2124
+ "learning_rate": 1.7465388711395103e-05,
2125
+ "loss": 0.0003,
2126
+ "step": 3430
2127
+ },
2128
+ {
2129
+ "epoch": 5.5,
2130
+ "learning_rate": 1.693290734824281e-05,
2131
+ "loss": 0.0003,
2132
+ "step": 3440
2133
+ },
2134
+ {
2135
+ "epoch": 5.51,
2136
+ "learning_rate": 1.6400425985090524e-05,
2137
+ "loss": 0.0002,
2138
+ "step": 3450
2139
+ },
2140
+ {
2141
+ "epoch": 5.53,
2142
+ "learning_rate": 1.5867944621938232e-05,
2143
+ "loss": 0.0003,
2144
+ "step": 3460
2145
+ },
2146
+ {
2147
+ "epoch": 5.54,
2148
+ "learning_rate": 1.533546325878594e-05,
2149
+ "loss": 0.0003,
2150
+ "step": 3470
2151
+ },
2152
+ {
2153
+ "epoch": 5.56,
2154
+ "learning_rate": 1.4802981895633653e-05,
2155
+ "loss": 0.0003,
2156
+ "step": 3480
2157
+ },
2158
+ {
2159
+ "epoch": 5.58,
2160
+ "learning_rate": 1.4270500532481365e-05,
2161
+ "loss": 0.0002,
2162
+ "step": 3490
2163
+ },
2164
+ {
2165
+ "epoch": 5.59,
2166
+ "learning_rate": 1.3738019169329076e-05,
2167
+ "loss": 0.0167,
2168
+ "step": 3500
2169
+ },
2170
+ {
2171
+ "epoch": 5.61,
2172
+ "learning_rate": 1.3205537806176784e-05,
2173
+ "loss": 0.0003,
2174
+ "step": 3510
2175
+ },
2176
+ {
2177
+ "epoch": 5.62,
2178
+ "learning_rate": 1.2673056443024495e-05,
2179
+ "loss": 0.0002,
2180
+ "step": 3520
2181
+ },
2182
+ {
2183
+ "epoch": 5.64,
2184
+ "learning_rate": 1.2140575079872205e-05,
2185
+ "loss": 0.0002,
2186
+ "step": 3530
2187
+ },
2188
+ {
2189
+ "epoch": 5.65,
2190
+ "learning_rate": 1.1608093716719916e-05,
2191
+ "loss": 0.0002,
2192
+ "step": 3540
2193
+ },
2194
+ {
2195
+ "epoch": 5.67,
2196
+ "learning_rate": 1.1075612353567626e-05,
2197
+ "loss": 0.0002,
2198
+ "step": 3550
2199
+ },
2200
+ {
2201
+ "epoch": 5.69,
2202
+ "learning_rate": 1.0543130990415335e-05,
2203
+ "loss": 0.0002,
2204
+ "step": 3560
2205
+ },
2206
+ {
2207
+ "epoch": 5.7,
2208
+ "learning_rate": 1.0010649627263047e-05,
2209
+ "loss": 0.0002,
2210
+ "step": 3570
2211
+ },
2212
+ {
2213
+ "epoch": 5.72,
2214
+ "learning_rate": 9.478168264110757e-06,
2215
+ "loss": 0.0003,
2216
+ "step": 3580
2217
+ },
2218
+ {
2219
+ "epoch": 5.73,
2220
+ "learning_rate": 8.945686900958466e-06,
2221
+ "loss": 0.0002,
2222
+ "step": 3590
2223
+ },
2224
+ {
2225
+ "epoch": 5.75,
2226
+ "learning_rate": 8.413205537806178e-06,
2227
+ "loss": 0.0002,
2228
+ "step": 3600
2229
+ },
2230
+ {
2231
+ "epoch": 5.77,
2232
+ "learning_rate": 7.880724174653887e-06,
2233
+ "loss": 0.0002,
2234
+ "step": 3610
2235
+ },
2236
+ {
2237
+ "epoch": 5.78,
2238
+ "learning_rate": 7.3482428115015974e-06,
2239
+ "loss": 0.0004,
2240
+ "step": 3620
2241
+ },
2242
+ {
2243
+ "epoch": 5.8,
2244
+ "learning_rate": 6.815761448349309e-06,
2245
+ "loss": 0.0002,
2246
+ "step": 3630
2247
+ },
2248
+ {
2249
+ "epoch": 5.81,
2250
+ "learning_rate": 6.283280085197018e-06,
2251
+ "loss": 0.0002,
2252
+ "step": 3640
2253
+ },
2254
+ {
2255
+ "epoch": 5.83,
2256
+ "learning_rate": 5.750798722044729e-06,
2257
+ "loss": 0.0002,
2258
+ "step": 3650
2259
+ },
2260
+ {
2261
+ "epoch": 5.85,
2262
+ "learning_rate": 5.218317358892439e-06,
2263
+ "loss": 0.0002,
2264
+ "step": 3660
2265
+ },
2266
+ {
2267
+ "epoch": 5.86,
2268
+ "learning_rate": 4.68583599574015e-06,
2269
+ "loss": 0.0002,
2270
+ "step": 3670
2271
+ },
2272
+ {
2273
+ "epoch": 5.88,
2274
+ "learning_rate": 4.153354632587859e-06,
2275
+ "loss": 0.0002,
2276
+ "step": 3680
2277
+ },
2278
+ {
2279
+ "epoch": 5.89,
2280
+ "learning_rate": 3.62087326943557e-06,
2281
+ "loss": 0.0002,
2282
+ "step": 3690
2283
+ },
2284
+ {
2285
+ "epoch": 5.91,
2286
+ "learning_rate": 3.08839190628328e-06,
2287
+ "loss": 0.0002,
2288
+ "step": 3700
2289
+ },
2290
+ {
2291
+ "epoch": 5.93,
2292
+ "learning_rate": 2.5559105431309904e-06,
2293
+ "loss": 0.0004,
2294
+ "step": 3710
2295
+ },
2296
+ {
2297
+ "epoch": 5.94,
2298
+ "learning_rate": 2.023429179978701e-06,
2299
+ "loss": 0.0002,
2300
+ "step": 3720
2301
+ },
2302
+ {
2303
+ "epoch": 5.96,
2304
+ "learning_rate": 1.490947816826411e-06,
2305
+ "loss": 0.0002,
2306
+ "step": 3730
2307
+ },
2308
+ {
2309
+ "epoch": 5.97,
2310
+ "learning_rate": 9.584664536741213e-07,
2311
+ "loss": 0.0003,
2312
+ "step": 3740
2313
+ },
2314
+ {
2315
+ "epoch": 5.99,
2316
+ "learning_rate": 4.259850905218318e-07,
2317
+ "loss": 0.0002,
2318
+ "step": 3750
2319
+ },
2320
+ {
2321
+ "epoch": 6.0,
2322
+ "eval_accuracy": 0.8601036269430051,
2323
+ "eval_f1": 0.8586960289425841,
2324
+ "eval_loss": 0.6216807961463928,
2325
+ "eval_precision": 0.8603442324057597,
2326
+ "eval_recall": 0.8601036269430051,
2327
+ "eval_runtime": 1.3188,
2328
+ "eval_samples_per_second": 146.348,
2329
+ "eval_steps_per_second": 9.858,
2330
+ "step": 3756
2331
+ },
2332
+ {
2333
+ "epoch": 6.0,
2334
+ "step": 3756,
2335
+ "total_flos": 4.65670232933972e+18,
2336
+ "train_loss": 0.07414248911174177,
2337
+ "train_runtime": 1259.2386,
2338
+ "train_samples_per_second": 47.719,
2339
+ "train_steps_per_second": 2.983
2340
  }
2341
  ],
2342
+ "max_steps": 3756,
2343
+ "num_train_epochs": 6,
2344
+ "total_flos": 4.65670232933972e+18,
2345
  "trial_name": null,
2346
  "trial_params": null
2347
  }
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:20da84aff0ef3299c84384e9b6ea0eca383ddfa87a467d7e5c563ce794fd47ab
3
  size 3899
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5e9facca73fd7327e607366003ac58274d3909c8ce2b4d471492c16274848b14
3
  size 3899