matthieulel commited on
Commit
dce4f2e
1 Parent(s): 096c303

End of training

Browse files
Files changed (5) hide show
  1. README.md +8 -6
  2. all_results.json +11 -11
  3. eval_results.json +8 -8
  4. train_results.json +3 -3
  5. trainer_state.json +426 -426
README.md CHANGED
@@ -2,6 +2,8 @@
2
  license: apache-2.0
3
  base_model: microsoft/beit-large-patch16-224-pt22k
4
  tags:
 
 
5
  - generated_from_trainer
6
  metrics:
7
  - accuracy
@@ -18,13 +20,13 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  # beit-large-patch16-224-pt22k-finetuned-galaxy10-decals
20
 
21
- This model is a fine-tuned version of [microsoft/beit-large-patch16-224-pt22k](https://huggingface.co/microsoft/beit-large-patch16-224-pt22k) on an unknown dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.5104
24
- - Accuracy: 0.8726
25
- - Precision: 0.8725
26
- - Recall: 0.8726
27
- - F1: 0.8718
28
 
29
  ## Model description
30
 
 
2
  license: apache-2.0
3
  base_model: microsoft/beit-large-patch16-224-pt22k
4
  tags:
5
+ - image-classification
6
+ - vision
7
  - generated_from_trainer
8
  metrics:
9
  - accuracy
 
20
 
21
  # beit-large-patch16-224-pt22k-finetuned-galaxy10-decals
22
 
23
+ This model is a fine-tuned version of [microsoft/beit-large-patch16-224-pt22k](https://huggingface.co/microsoft/beit-large-patch16-224-pt22k) on the matthieulel/galaxy10_decals dataset.
24
  It achieves the following results on the evaluation set:
25
+ - Loss: 0.5047
26
+ - Accuracy: 0.8771
27
+ - Precision: 0.8770
28
+ - Recall: 0.8771
29
+ - F1: 0.8764
30
 
31
  ## Model description
32
 
all_results.json CHANGED
@@ -1,15 +1,15 @@
1
  {
2
  "epoch": 29.76,
3
- "eval_accuracy": 0.8793686583990981,
4
- "eval_f1": 0.877963563400707,
5
- "eval_loss": 0.5038228631019592,
6
- "eval_precision": 0.8781146499994057,
7
- "eval_recall": 0.8793686583990981,
8
- "eval_runtime": 20.1355,
9
- "eval_samples_per_second": 88.103,
10
- "eval_steps_per_second": 1.391,
11
- "train_loss": 0.4722114728343102,
12
- "train_runtime": 12371.8145,
13
- "train_samples_per_second": 38.706,
14
  "train_steps_per_second": 0.15
15
  }
 
1
  {
2
  "epoch": 29.76,
3
+ "eval_accuracy": 0.8771138669673055,
4
+ "eval_f1": 0.8763612695467919,
5
+ "eval_loss": 0.504653811454773,
6
+ "eval_precision": 0.876976426956828,
7
+ "eval_recall": 0.8771138669673055,
8
+ "eval_runtime": 20.228,
9
+ "eval_samples_per_second": 87.7,
10
+ "eval_steps_per_second": 1.384,
11
+ "train_loss": 0.46387748141442575,
12
+ "train_runtime": 12364.2089,
13
+ "train_samples_per_second": 38.73,
14
  "train_steps_per_second": 0.15
15
  }
eval_results.json CHANGED
@@ -1,11 +1,11 @@
1
  {
2
  "epoch": 29.76,
3
- "eval_accuracy": 0.8793686583990981,
4
- "eval_f1": 0.877963563400707,
5
- "eval_loss": 0.5038228631019592,
6
- "eval_precision": 0.8781146499994057,
7
- "eval_recall": 0.8793686583990981,
8
- "eval_runtime": 20.1355,
9
- "eval_samples_per_second": 88.103,
10
- "eval_steps_per_second": 1.391
11
  }
 
1
  {
2
  "epoch": 29.76,
3
+ "eval_accuracy": 0.8771138669673055,
4
+ "eval_f1": 0.8763612695467919,
5
+ "eval_loss": 0.504653811454773,
6
+ "eval_precision": 0.876976426956828,
7
+ "eval_recall": 0.8771138669673055,
8
+ "eval_runtime": 20.228,
9
+ "eval_samples_per_second": 87.7,
10
+ "eval_steps_per_second": 1.384
11
  }
train_results.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "epoch": 29.76,
3
- "train_loss": 0.4722114728343102,
4
- "train_runtime": 12371.8145,
5
- "train_samples_per_second": 38.706,
6
  "train_steps_per_second": 0.15
7
  }
 
1
  {
2
  "epoch": 29.76,
3
+ "train_loss": 0.46387748141442575,
4
+ "train_runtime": 12364.2089,
5
+ "train_samples_per_second": 38.73,
6
  "train_steps_per_second": 0.15
7
  }
trainer_state.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
- "best_metric": 0.8793686583990981,
3
- "best_model_checkpoint": "beit-large-patch16-224-pt22k-finetuned-galaxy10-decals/checkpoint-1750",
4
  "epoch": 29.76,
5
  "eval_steps": 500,
6
  "global_step": 1860,
@@ -11,463 +11,463 @@
11
  {
12
  "epoch": 0.16,
13
  "learning_rate": 2.688172043010753e-06,
14
- "loss": 2.5073,
15
  "step": 10
16
  },
17
  {
18
  "epoch": 0.32,
19
  "learning_rate": 5.376344086021506e-06,
20
- "loss": 2.2711,
21
  "step": 20
22
  },
23
  {
24
  "epoch": 0.48,
25
  "learning_rate": 8.064516129032258e-06,
26
- "loss": 2.1958,
27
  "step": 30
28
  },
29
  {
30
  "epoch": 0.64,
31
  "learning_rate": 1.0752688172043012e-05,
32
- "loss": 2.0928,
33
  "step": 40
34
  },
35
  {
36
  "epoch": 0.8,
37
  "learning_rate": 1.3440860215053763e-05,
38
- "loss": 1.8641,
39
  "step": 50
40
  },
41
  {
42
  "epoch": 0.96,
43
  "learning_rate": 1.6129032258064517e-05,
44
- "loss": 1.5123,
45
  "step": 60
46
  },
47
  {
48
  "epoch": 0.99,
49
- "eval_accuracy": 0.5276211950394588,
50
- "eval_f1": 0.5021195064507445,
51
- "eval_loss": 1.29403555393219,
52
- "eval_precision": 0.520838693355914,
53
- "eval_recall": 0.5276211950394588,
54
- "eval_runtime": 22.2636,
55
- "eval_samples_per_second": 79.682,
56
- "eval_steps_per_second": 1.258,
57
  "step": 62
58
  },
59
  {
60
  "epoch": 1.12,
61
  "learning_rate": 1.881720430107527e-05,
62
- "loss": 1.3932,
63
  "step": 70
64
  },
65
  {
66
  "epoch": 1.28,
67
  "learning_rate": 2.1505376344086024e-05,
68
- "loss": 1.2633,
69
  "step": 80
70
  },
71
  {
72
  "epoch": 1.44,
73
  "learning_rate": 2.4193548387096777e-05,
74
- "loss": 1.194,
75
  "step": 90
76
  },
77
  {
78
  "epoch": 1.6,
79
  "learning_rate": 2.6881720430107527e-05,
80
- "loss": 1.0848,
81
  "step": 100
82
  },
83
  {
84
  "epoch": 1.76,
85
  "learning_rate": 2.9569892473118284e-05,
86
- "loss": 0.9771,
87
  "step": 110
88
  },
89
  {
90
  "epoch": 1.92,
91
  "learning_rate": 3.2258064516129034e-05,
92
- "loss": 0.9691,
93
  "step": 120
94
  },
95
  {
96
  "epoch": 2.0,
97
- "eval_accuracy": 0.7271702367531003,
98
- "eval_f1": 0.7094670429218135,
99
- "eval_loss": 0.7946802973747253,
100
- "eval_precision": 0.716053408193509,
101
- "eval_recall": 0.7271702367531003,
102
- "eval_runtime": 20.2693,
103
- "eval_samples_per_second": 87.521,
104
- "eval_steps_per_second": 1.381,
105
  "step": 125
106
  },
107
  {
108
  "epoch": 2.08,
109
  "learning_rate": 3.494623655913979e-05,
110
- "loss": 0.9033,
111
  "step": 130
112
  },
113
  {
114
  "epoch": 2.24,
115
  "learning_rate": 3.763440860215054e-05,
116
- "loss": 0.8497,
117
  "step": 140
118
  },
119
  {
120
  "epoch": 2.4,
121
  "learning_rate": 4.032258064516129e-05,
122
- "loss": 0.8492,
123
  "step": 150
124
  },
125
  {
126
  "epoch": 2.56,
127
  "learning_rate": 4.301075268817205e-05,
128
- "loss": 0.8045,
129
  "step": 160
130
  },
131
  {
132
  "epoch": 2.72,
133
  "learning_rate": 4.56989247311828e-05,
134
- "loss": 0.7676,
135
  "step": 170
136
  },
137
  {
138
  "epoch": 2.88,
139
  "learning_rate": 4.8387096774193554e-05,
140
- "loss": 0.7326,
141
  "step": 180
142
  },
143
  {
144
  "epoch": 2.99,
145
- "eval_accuracy": 0.8010146561443067,
146
- "eval_f1": 0.7969590082267489,
147
- "eval_loss": 0.5789833664894104,
148
- "eval_precision": 0.7978684678681099,
149
- "eval_recall": 0.8010146561443067,
150
- "eval_runtime": 20.3434,
151
- "eval_samples_per_second": 87.203,
152
- "eval_steps_per_second": 1.376,
153
  "step": 187
154
  },
155
  {
156
  "epoch": 3.04,
157
  "learning_rate": 4.98805256869773e-05,
158
- "loss": 0.785,
159
  "step": 190
160
  },
161
  {
162
  "epoch": 3.2,
163
  "learning_rate": 4.9581839904420555e-05,
164
- "loss": 0.7182,
165
  "step": 200
166
  },
167
  {
168
  "epoch": 3.36,
169
  "learning_rate": 4.92831541218638e-05,
170
- "loss": 0.7057,
171
  "step": 210
172
  },
173
  {
174
  "epoch": 3.52,
175
  "learning_rate": 4.898446833930705e-05,
176
- "loss": 0.7337,
177
  "step": 220
178
  },
179
  {
180
  "epoch": 3.68,
181
  "learning_rate": 4.86857825567503e-05,
182
- "loss": 0.655,
183
  "step": 230
184
  },
185
  {
186
  "epoch": 3.84,
187
  "learning_rate": 4.8387096774193554e-05,
188
- "loss": 0.6856,
189
  "step": 240
190
  },
191
  {
192
  "epoch": 4.0,
193
  "learning_rate": 4.80884109916368e-05,
194
- "loss": 0.6346,
195
  "step": 250
196
  },
197
  {
198
  "epoch": 4.0,
199
- "eval_accuracy": 0.7931228861330327,
200
- "eval_f1": 0.7883089611820392,
201
- "eval_loss": 0.6229727864265442,
202
- "eval_precision": 0.7983632563437413,
203
- "eval_recall": 0.7931228861330327,
204
- "eval_runtime": 20.1735,
205
- "eval_samples_per_second": 87.937,
206
- "eval_steps_per_second": 1.388,
207
  "step": 250
208
  },
209
  {
210
  "epoch": 4.16,
211
  "learning_rate": 4.778972520908005e-05,
212
- "loss": 0.675,
213
  "step": 260
214
  },
215
  {
216
  "epoch": 4.32,
217
  "learning_rate": 4.74910394265233e-05,
218
- "loss": 0.6165,
219
  "step": 270
220
  },
221
  {
222
  "epoch": 4.48,
223
  "learning_rate": 4.7192353643966546e-05,
224
- "loss": 0.6312,
225
  "step": 280
226
  },
227
  {
228
  "epoch": 4.64,
229
  "learning_rate": 4.6893667861409805e-05,
230
- "loss": 0.6075,
231
  "step": 290
232
  },
233
  {
234
  "epoch": 4.8,
235
  "learning_rate": 4.659498207885305e-05,
236
- "loss": 0.637,
237
  "step": 300
238
  },
239
  {
240
  "epoch": 4.96,
241
  "learning_rate": 4.62962962962963e-05,
242
- "loss": 0.5945,
243
  "step": 310
244
  },
245
  {
246
  "epoch": 4.99,
247
- "eval_accuracy": 0.8359639233370914,
248
- "eval_f1": 0.8348989355257896,
249
- "eval_loss": 0.5041663646697998,
250
- "eval_precision": 0.839006026061078,
251
- "eval_recall": 0.8359639233370914,
252
- "eval_runtime": 20.2888,
253
- "eval_samples_per_second": 87.438,
254
- "eval_steps_per_second": 1.38,
255
  "step": 312
256
  },
257
  {
258
  "epoch": 5.12,
259
  "learning_rate": 4.5997610513739546e-05,
260
- "loss": 0.6168,
261
  "step": 320
262
  },
263
  {
264
  "epoch": 5.28,
265
  "learning_rate": 4.56989247311828e-05,
266
- "loss": 0.595,
267
  "step": 330
268
  },
269
  {
270
  "epoch": 5.44,
271
  "learning_rate": 4.540023894862604e-05,
272
- "loss": 0.5824,
273
  "step": 340
274
  },
275
  {
276
  "epoch": 5.6,
277
  "learning_rate": 4.51015531660693e-05,
278
- "loss": 0.5755,
279
  "step": 350
280
  },
281
  {
282
  "epoch": 5.76,
283
  "learning_rate": 4.4802867383512545e-05,
284
- "loss": 0.5486,
285
  "step": 360
286
  },
287
  {
288
  "epoch": 5.92,
289
  "learning_rate": 4.4504181600955796e-05,
290
- "loss": 0.5607,
291
  "step": 370
292
  },
293
  {
294
  "epoch": 6.0,
295
- "eval_accuracy": 0.8455467869222097,
296
- "eval_f1": 0.8420619900375176,
297
- "eval_loss": 0.4401457607746124,
298
- "eval_precision": 0.8463821137845042,
299
- "eval_recall": 0.8455467869222097,
300
- "eval_runtime": 20.3055,
301
- "eval_samples_per_second": 87.366,
302
- "eval_steps_per_second": 1.379,
303
  "step": 375
304
  },
305
  {
306
  "epoch": 6.08,
307
  "learning_rate": 4.420549581839905e-05,
308
- "loss": 0.5392,
309
  "step": 380
310
  },
311
  {
312
  "epoch": 6.24,
313
  "learning_rate": 4.390681003584229e-05,
314
- "loss": 0.55,
315
  "step": 390
316
  },
317
  {
318
  "epoch": 6.4,
319
  "learning_rate": 4.360812425328555e-05,
320
- "loss": 0.5284,
321
  "step": 400
322
  },
323
  {
324
  "epoch": 6.56,
325
  "learning_rate": 4.3309438470728796e-05,
326
- "loss": 0.5586,
327
  "step": 410
328
  },
329
  {
330
  "epoch": 6.72,
331
  "learning_rate": 4.301075268817205e-05,
332
- "loss": 0.5433,
333
  "step": 420
334
  },
335
  {
336
  "epoch": 6.88,
337
  "learning_rate": 4.271206690561529e-05,
338
- "loss": 0.5137,
339
  "step": 430
340
  },
341
  {
342
  "epoch": 6.99,
343
- "eval_accuracy": 0.850620067643743,
344
- "eval_f1": 0.8448857465918562,
345
- "eval_loss": 0.46888837218284607,
346
- "eval_precision": 0.8533014114550835,
347
- "eval_recall": 0.850620067643743,
348
- "eval_runtime": 20.0547,
349
- "eval_samples_per_second": 88.458,
350
- "eval_steps_per_second": 1.396,
351
  "step": 437
352
  },
353
  {
354
  "epoch": 7.04,
355
  "learning_rate": 4.241338112305854e-05,
356
- "loss": 0.559,
357
  "step": 440
358
  },
359
  {
360
  "epoch": 7.2,
361
  "learning_rate": 4.2114695340501795e-05,
362
- "loss": 0.5289,
363
  "step": 450
364
  },
365
  {
366
  "epoch": 7.36,
367
  "learning_rate": 4.1816009557945046e-05,
368
- "loss": 0.4902,
369
  "step": 460
370
  },
371
  {
372
  "epoch": 7.52,
373
  "learning_rate": 4.15173237753883e-05,
374
- "loss": 0.5359,
375
  "step": 470
376
  },
377
  {
378
  "epoch": 7.68,
379
  "learning_rate": 4.121863799283154e-05,
380
- "loss": 0.4918,
381
  "step": 480
382
  },
383
  {
384
  "epoch": 7.84,
385
  "learning_rate": 4.0919952210274794e-05,
386
- "loss": 0.511,
387
  "step": 490
388
  },
389
  {
390
  "epoch": 8.0,
391
  "learning_rate": 4.062126642771804e-05,
392
- "loss": 0.4842,
393
  "step": 500
394
  },
395
  {
396
  "epoch": 8.0,
397
  "eval_accuracy": 0.8483652762119503,
398
- "eval_f1": 0.8498187630946482,
399
- "eval_loss": 0.45858994126319885,
400
- "eval_precision": 0.8559942654282944,
401
  "eval_recall": 0.8483652762119503,
402
- "eval_runtime": 20.1855,
403
- "eval_samples_per_second": 87.885,
404
- "eval_steps_per_second": 1.387,
405
  "step": 500
406
  },
407
  {
408
  "epoch": 8.16,
409
  "learning_rate": 4.032258064516129e-05,
410
- "loss": 0.4506,
411
  "step": 510
412
  },
413
  {
414
  "epoch": 8.32,
415
  "learning_rate": 4.002389486260454e-05,
416
- "loss": 0.4735,
417
  "step": 520
418
  },
419
  {
420
  "epoch": 8.48,
421
  "learning_rate": 3.972520908004779e-05,
422
- "loss": 0.5017,
423
  "step": 530
424
  },
425
  {
426
  "epoch": 8.64,
427
  "learning_rate": 3.9426523297491045e-05,
428
- "loss": 0.491,
429
  "step": 540
430
  },
431
  {
432
  "epoch": 8.8,
433
  "learning_rate": 3.912783751493429e-05,
434
- "loss": 0.5071,
435
  "step": 550
436
  },
437
  {
438
  "epoch": 8.96,
439
  "learning_rate": 3.882915173237754e-05,
440
- "loss": 0.4816,
441
  "step": 560
442
  },
443
  {
444
  "epoch": 8.99,
445
- "eval_accuracy": 0.8534385569334837,
446
- "eval_f1": 0.8517779456014328,
447
- "eval_loss": 0.4309917986392975,
448
- "eval_precision": 0.8548091632617569,
449
- "eval_recall": 0.8534385569334837,
450
- "eval_runtime": 20.3559,
451
- "eval_samples_per_second": 87.149,
452
- "eval_steps_per_second": 1.376,
453
  "step": 562
454
  },
455
  {
456
  "epoch": 9.12,
457
  "learning_rate": 3.8530465949820786e-05,
458
- "loss": 0.4496,
459
  "step": 570
460
  },
461
  {
462
  "epoch": 9.28,
463
  "learning_rate": 3.8231780167264044e-05,
464
- "loss": 0.4429,
465
  "step": 580
466
  },
467
  {
468
  "epoch": 9.44,
469
  "learning_rate": 3.793309438470729e-05,
470
- "loss": 0.4438,
471
  "step": 590
472
  },
473
  {
@@ -479,1018 +479,1018 @@
479
  {
480
  "epoch": 9.76,
481
  "learning_rate": 3.7335722819593785e-05,
482
- "loss": 0.4396,
483
  "step": 610
484
  },
485
  {
486
  "epoch": 9.92,
487
  "learning_rate": 3.7037037037037037e-05,
488
- "loss": 0.4538,
489
  "step": 620
490
  },
491
  {
492
  "epoch": 10.0,
493
- "eval_accuracy": 0.8528748590755355,
494
- "eval_f1": 0.8493005180082808,
495
- "eval_loss": 0.43801194429397583,
496
- "eval_precision": 0.8527868511007375,
497
- "eval_recall": 0.8528748590755355,
498
- "eval_runtime": 20.2342,
499
- "eval_samples_per_second": 87.673,
500
- "eval_steps_per_second": 1.384,
501
  "step": 625
502
  },
503
  {
504
  "epoch": 10.08,
505
  "learning_rate": 3.673835125448029e-05,
506
- "loss": 0.4348,
507
  "step": 630
508
  },
509
  {
510
  "epoch": 10.24,
511
  "learning_rate": 3.643966547192354e-05,
512
- "loss": 0.4233,
513
  "step": 640
514
  },
515
  {
516
  "epoch": 10.4,
517
  "learning_rate": 3.614097968936679e-05,
518
- "loss": 0.4595,
519
  "step": 650
520
  },
521
  {
522
  "epoch": 10.56,
523
  "learning_rate": 3.5842293906810036e-05,
524
- "loss": 0.4348,
525
  "step": 660
526
  },
527
  {
528
  "epoch": 10.72,
529
  "learning_rate": 3.554360812425329e-05,
530
- "loss": 0.4257,
531
  "step": 670
532
  },
533
  {
534
  "epoch": 10.88,
535
  "learning_rate": 3.524492234169653e-05,
536
- "loss": 0.4334,
537
  "step": 680
538
  },
539
  {
540
  "epoch": 10.99,
541
- "eval_accuracy": 0.8624577226606539,
542
- "eval_f1": 0.8617241612589034,
543
- "eval_loss": 0.42884036898612976,
544
- "eval_precision": 0.8628282234270556,
545
- "eval_recall": 0.8624577226606539,
546
- "eval_runtime": 20.1701,
547
- "eval_samples_per_second": 87.952,
548
- "eval_steps_per_second": 1.388,
549
  "step": 687
550
  },
551
  {
552
  "epoch": 11.04,
553
  "learning_rate": 3.494623655913979e-05,
554
- "loss": 0.4106,
555
  "step": 690
556
  },
557
  {
558
  "epoch": 11.2,
559
  "learning_rate": 3.4647550776583035e-05,
560
- "loss": 0.4149,
561
  "step": 700
562
  },
563
  {
564
  "epoch": 11.36,
565
  "learning_rate": 3.4348864994026287e-05,
566
- "loss": 0.3942,
567
  "step": 710
568
  },
569
  {
570
  "epoch": 11.52,
571
  "learning_rate": 3.405017921146954e-05,
572
- "loss": 0.4137,
573
  "step": 720
574
  },
575
  {
576
  "epoch": 11.68,
577
  "learning_rate": 3.375149342891278e-05,
578
- "loss": 0.4195,
579
  "step": 730
580
  },
581
  {
582
  "epoch": 11.84,
583
  "learning_rate": 3.3452807646356034e-05,
584
- "loss": 0.4034,
585
  "step": 740
586
  },
587
  {
588
  "epoch": 12.0,
589
  "learning_rate": 3.3154121863799286e-05,
590
- "loss": 0.4086,
591
  "step": 750
592
  },
593
  {
594
  "epoch": 12.0,
595
- "eval_accuracy": 0.8607666290868095,
596
- "eval_f1": 0.8591550593548769,
597
- "eval_loss": 0.4904373586177826,
598
- "eval_precision": 0.8627324606144757,
599
- "eval_recall": 0.8607666290868095,
600
- "eval_runtime": 20.2335,
601
- "eval_samples_per_second": 87.676,
602
- "eval_steps_per_second": 1.384,
603
  "step": 750
604
  },
605
  {
606
  "epoch": 12.16,
607
  "learning_rate": 3.285543608124254e-05,
608
- "loss": 0.3951,
609
  "step": 760
610
  },
611
  {
612
  "epoch": 12.32,
613
  "learning_rate": 3.255675029868578e-05,
614
- "loss": 0.3718,
615
  "step": 770
616
  },
617
  {
618
  "epoch": 12.48,
619
  "learning_rate": 3.2258064516129034e-05,
620
- "loss": 0.4061,
621
  "step": 780
622
  },
623
  {
624
  "epoch": 12.64,
625
  "learning_rate": 3.195937873357228e-05,
626
- "loss": 0.4305,
627
  "step": 790
628
  },
629
  {
630
  "epoch": 12.8,
631
  "learning_rate": 3.1660692951015537e-05,
632
- "loss": 0.4062,
633
  "step": 800
634
  },
635
  {
636
  "epoch": 12.96,
637
  "learning_rate": 3.136200716845878e-05,
638
- "loss": 0.4143,
639
  "step": 810
640
  },
641
  {
642
  "epoch": 12.99,
643
- "eval_accuracy": 0.8675310033821871,
644
- "eval_f1": 0.8663239026430938,
645
- "eval_loss": 0.41480308771133423,
646
- "eval_precision": 0.8697450282353139,
647
- "eval_recall": 0.8675310033821871,
648
- "eval_runtime": 20.1943,
649
- "eval_samples_per_second": 87.847,
650
- "eval_steps_per_second": 1.387,
651
  "step": 812
652
  },
653
  {
654
  "epoch": 13.12,
655
  "learning_rate": 3.106332138590203e-05,
656
- "loss": 0.3935,
657
  "step": 820
658
  },
659
  {
660
  "epoch": 13.28,
661
  "learning_rate": 3.0764635603345284e-05,
662
- "loss": 0.3688,
663
  "step": 830
664
  },
665
  {
666
  "epoch": 13.44,
667
  "learning_rate": 3.046594982078853e-05,
668
- "loss": 0.4153,
669
  "step": 840
670
  },
671
  {
672
  "epoch": 13.6,
673
  "learning_rate": 3.016726403823178e-05,
674
- "loss": 0.3635,
675
  "step": 850
676
  },
677
  {
678
  "epoch": 13.76,
679
  "learning_rate": 2.9868578255675032e-05,
680
- "loss": 0.4039,
681
  "step": 860
682
  },
683
  {
684
  "epoch": 13.92,
685
  "learning_rate": 2.9569892473118284e-05,
686
- "loss": 0.4164,
687
  "step": 870
688
  },
689
  {
690
  "epoch": 14.0,
691
- "eval_accuracy": 0.8647125140924464,
692
- "eval_f1": 0.8648747449057029,
693
- "eval_loss": 0.4477490782737732,
694
- "eval_precision": 0.867608423554285,
695
- "eval_recall": 0.8647125140924464,
696
- "eval_runtime": 20.2908,
697
- "eval_samples_per_second": 87.429,
698
- "eval_steps_per_second": 1.38,
699
  "step": 875
700
  },
701
  {
702
  "epoch": 14.08,
703
  "learning_rate": 2.9271206690561532e-05,
704
- "loss": 0.3705,
705
  "step": 880
706
  },
707
  {
708
  "epoch": 14.24,
709
  "learning_rate": 2.897252090800478e-05,
710
- "loss": 0.3369,
711
  "step": 890
712
  },
713
  {
714
  "epoch": 14.4,
715
  "learning_rate": 2.8673835125448028e-05,
716
- "loss": 0.3543,
717
  "step": 900
718
  },
719
  {
720
  "epoch": 14.56,
721
  "learning_rate": 2.8375149342891276e-05,
722
- "loss": 0.3751,
723
  "step": 910
724
  },
725
  {
726
  "epoch": 14.72,
727
  "learning_rate": 2.807646356033453e-05,
728
- "loss": 0.3803,
729
  "step": 920
730
  },
731
  {
732
  "epoch": 14.88,
733
  "learning_rate": 2.777777777777778e-05,
734
- "loss": 0.3464,
735
  "step": 930
736
  },
737
  {
738
  "epoch": 14.99,
739
- "eval_accuracy": 0.8511837655016911,
740
- "eval_f1": 0.8500011844423095,
741
- "eval_loss": 0.48434895277023315,
742
- "eval_precision": 0.8534122928651795,
743
- "eval_recall": 0.8511837655016911,
744
- "eval_runtime": 20.396,
745
- "eval_samples_per_second": 86.978,
746
- "eval_steps_per_second": 1.373,
747
  "step": 937
748
  },
749
  {
750
  "epoch": 15.04,
751
  "learning_rate": 2.747909199522103e-05,
752
- "loss": 0.3496,
753
  "step": 940
754
  },
755
  {
756
  "epoch": 15.2,
757
  "learning_rate": 2.718040621266428e-05,
758
- "loss": 0.3518,
759
  "step": 950
760
  },
761
  {
762
  "epoch": 15.36,
763
  "learning_rate": 2.6881720430107527e-05,
764
- "loss": 0.3486,
765
  "step": 960
766
  },
767
  {
768
  "epoch": 15.52,
769
  "learning_rate": 2.6583034647550775e-05,
770
- "loss": 0.3555,
771
  "step": 970
772
  },
773
  {
774
  "epoch": 15.68,
775
  "learning_rate": 2.628434886499403e-05,
776
- "loss": 0.3452,
777
  "step": 980
778
  },
779
  {
780
  "epoch": 15.84,
781
  "learning_rate": 2.5985663082437278e-05,
782
- "loss": 0.3605,
783
  "step": 990
784
  },
785
  {
786
  "epoch": 16.0,
787
  "learning_rate": 2.5686977299880526e-05,
788
- "loss": 0.3654,
789
  "step": 1000
790
  },
791
  {
792
  "epoch": 16.0,
793
- "eval_accuracy": 0.8624577226606539,
794
- "eval_f1": 0.8619242281199213,
795
- "eval_loss": 0.4631972312927246,
796
- "eval_precision": 0.8631407343788998,
797
- "eval_recall": 0.8624577226606539,
798
- "eval_runtime": 20.3124,
799
- "eval_samples_per_second": 87.336,
800
- "eval_steps_per_second": 1.378,
801
  "step": 1000
802
  },
803
  {
804
  "epoch": 16.16,
805
  "learning_rate": 2.5388291517323774e-05,
806
- "loss": 0.358,
807
  "step": 1010
808
  },
809
  {
810
  "epoch": 16.32,
811
  "learning_rate": 2.5089605734767026e-05,
812
- "loss": 0.323,
813
  "step": 1020
814
  },
815
  {
816
  "epoch": 16.48,
817
  "learning_rate": 2.4790919952210277e-05,
818
- "loss": 0.3365,
819
  "step": 1030
820
  },
821
  {
822
  "epoch": 16.64,
823
  "learning_rate": 2.4492234169653525e-05,
824
- "loss": 0.3974,
825
  "step": 1040
826
  },
827
  {
828
  "epoch": 16.8,
829
  "learning_rate": 2.4193548387096777e-05,
830
- "loss": 0.3601,
831
  "step": 1050
832
  },
833
  {
834
  "epoch": 16.96,
835
  "learning_rate": 2.3894862604540025e-05,
836
- "loss": 0.2933,
837
  "step": 1060
838
  },
839
  {
840
  "epoch": 16.99,
841
- "eval_accuracy": 0.8596392333709132,
842
- "eval_f1": 0.8574477526252376,
843
- "eval_loss": 0.4810507595539093,
844
- "eval_precision": 0.8604514961783559,
845
- "eval_recall": 0.8596392333709132,
846
- "eval_runtime": 20.2392,
847
- "eval_samples_per_second": 87.652,
848
- "eval_steps_per_second": 1.383,
849
  "step": 1062
850
  },
851
  {
852
  "epoch": 17.12,
853
  "learning_rate": 2.3596176821983273e-05,
854
- "loss": 0.3394,
855
  "step": 1070
856
  },
857
  {
858
  "epoch": 17.28,
859
  "learning_rate": 2.3297491039426525e-05,
860
- "loss": 0.3376,
861
  "step": 1080
862
  },
863
  {
864
  "epoch": 17.44,
865
  "learning_rate": 2.2998805256869773e-05,
866
- "loss": 0.3588,
867
  "step": 1090
868
  },
869
  {
870
  "epoch": 17.6,
871
  "learning_rate": 2.270011947431302e-05,
872
- "loss": 0.3362,
873
  "step": 1100
874
  },
875
  {
876
  "epoch": 17.76,
877
  "learning_rate": 2.2401433691756272e-05,
878
- "loss": 0.3356,
879
  "step": 1110
880
  },
881
  {
882
  "epoch": 17.92,
883
  "learning_rate": 2.2102747909199524e-05,
884
- "loss": 0.3299,
885
  "step": 1120
886
  },
887
  {
888
  "epoch": 18.0,
889
- "eval_accuracy": 0.8664036076662909,
890
- "eval_f1": 0.8655984604944822,
891
- "eval_loss": 0.45742642879486084,
892
- "eval_precision": 0.8664103068647703,
893
- "eval_recall": 0.8664036076662909,
894
- "eval_runtime": 20.2158,
895
- "eval_samples_per_second": 87.753,
896
- "eval_steps_per_second": 1.385,
897
  "step": 1125
898
  },
899
  {
900
  "epoch": 18.08,
901
  "learning_rate": 2.1804062126642775e-05,
902
- "loss": 0.3375,
903
  "step": 1130
904
  },
905
  {
906
  "epoch": 18.24,
907
  "learning_rate": 2.1505376344086024e-05,
908
- "loss": 0.3075,
909
  "step": 1140
910
  },
911
  {
912
  "epoch": 18.4,
913
  "learning_rate": 2.120669056152927e-05,
914
- "loss": 0.2987,
915
  "step": 1150
916
  },
917
  {
918
  "epoch": 18.56,
919
  "learning_rate": 2.0908004778972523e-05,
920
- "loss": 0.2943,
921
  "step": 1160
922
  },
923
  {
924
  "epoch": 18.72,
925
  "learning_rate": 2.060931899641577e-05,
926
- "loss": 0.3063,
927
  "step": 1170
928
  },
929
  {
930
  "epoch": 18.88,
931
  "learning_rate": 2.031063321385902e-05,
932
- "loss": 0.3178,
933
  "step": 1180
934
  },
935
  {
936
  "epoch": 18.99,
937
- "eval_accuracy": 0.8703494926719278,
938
- "eval_f1": 0.8687498140756733,
939
- "eval_loss": 0.45039102435112,
940
- "eval_precision": 0.8696706263855543,
941
- "eval_recall": 0.8703494926719278,
942
- "eval_runtime": 20.0824,
943
- "eval_samples_per_second": 88.336,
944
- "eval_steps_per_second": 1.394,
945
  "step": 1187
946
  },
947
  {
948
  "epoch": 19.04,
949
  "learning_rate": 2.001194743130227e-05,
950
- "loss": 0.3281,
951
  "step": 1190
952
  },
953
  {
954
  "epoch": 19.2,
955
  "learning_rate": 1.9713261648745522e-05,
956
- "loss": 0.3011,
957
  "step": 1200
958
  },
959
  {
960
  "epoch": 19.36,
961
  "learning_rate": 1.941457586618877e-05,
962
- "loss": 0.3079,
963
  "step": 1210
964
  },
965
  {
966
  "epoch": 19.52,
967
  "learning_rate": 1.9115890083632022e-05,
968
- "loss": 0.3091,
969
  "step": 1220
970
  },
971
  {
972
  "epoch": 19.68,
973
  "learning_rate": 1.881720430107527e-05,
974
- "loss": 0.2931,
975
  "step": 1230
976
  },
977
  {
978
  "epoch": 19.84,
979
  "learning_rate": 1.8518518518518518e-05,
980
- "loss": 0.3192,
981
  "step": 1240
982
  },
983
  {
984
  "epoch": 20.0,
985
  "learning_rate": 1.821983273596177e-05,
986
- "loss": 0.2976,
987
  "step": 1250
988
  },
989
  {
990
  "epoch": 20.0,
991
- "eval_accuracy": 0.8635851183765502,
992
- "eval_f1": 0.8610387600414672,
993
- "eval_loss": 0.500163733959198,
994
- "eval_precision": 0.8618704846850698,
995
- "eval_recall": 0.8635851183765502,
996
- "eval_runtime": 20.3674,
997
- "eval_samples_per_second": 87.1,
998
- "eval_steps_per_second": 1.375,
999
  "step": 1250
1000
  },
1001
  {
1002
  "epoch": 20.16,
1003
  "learning_rate": 1.7921146953405018e-05,
1004
- "loss": 0.2969,
1005
  "step": 1260
1006
  },
1007
  {
1008
  "epoch": 20.32,
1009
  "learning_rate": 1.7622461170848266e-05,
1010
- "loss": 0.2823,
1011
  "step": 1270
1012
  },
1013
  {
1014
  "epoch": 20.48,
1015
  "learning_rate": 1.7323775388291518e-05,
1016
- "loss": 0.2762,
1017
  "step": 1280
1018
  },
1019
  {
1020
  "epoch": 20.64,
1021
  "learning_rate": 1.702508960573477e-05,
1022
- "loss": 0.2937,
1023
  "step": 1290
1024
  },
1025
  {
1026
  "epoch": 20.8,
1027
  "learning_rate": 1.6726403823178017e-05,
1028
- "loss": 0.2933,
1029
  "step": 1300
1030
  },
1031
  {
1032
  "epoch": 20.96,
1033
  "learning_rate": 1.642771804062127e-05,
1034
- "loss": 0.2982,
1035
  "step": 1310
1036
  },
1037
  {
1038
  "epoch": 20.99,
1039
- "eval_accuracy": 0.8720405862457723,
1040
- "eval_f1": 0.8700502999543221,
1041
- "eval_loss": 0.4976971745491028,
1042
- "eval_precision": 0.8700781444456174,
1043
- "eval_recall": 0.8720405862457723,
1044
- "eval_runtime": 20.2862,
1045
- "eval_samples_per_second": 87.448,
1046
- "eval_steps_per_second": 1.38,
1047
  "step": 1312
1048
  },
1049
  {
1050
  "epoch": 21.12,
1051
  "learning_rate": 1.6129032258064517e-05,
1052
- "loss": 0.2705,
1053
  "step": 1320
1054
  },
1055
  {
1056
  "epoch": 21.28,
1057
  "learning_rate": 1.5830346475507768e-05,
1058
- "loss": 0.2959,
1059
  "step": 1330
1060
  },
1061
  {
1062
  "epoch": 21.44,
1063
  "learning_rate": 1.5531660692951016e-05,
1064
- "loss": 0.2777,
1065
  "step": 1340
1066
  },
1067
  {
1068
  "epoch": 21.6,
1069
  "learning_rate": 1.5232974910394265e-05,
1070
- "loss": 0.2904,
1071
  "step": 1350
1072
  },
1073
  {
1074
  "epoch": 21.76,
1075
  "learning_rate": 1.4934289127837516e-05,
1076
- "loss": 0.2883,
1077
  "step": 1360
1078
  },
1079
  {
1080
  "epoch": 21.92,
1081
  "learning_rate": 1.4635603345280766e-05,
1082
- "loss": 0.3092,
1083
  "step": 1370
1084
  },
1085
  {
1086
  "epoch": 22.0,
1087
- "eval_accuracy": 0.8703494926719278,
1088
- "eval_f1": 0.8687473330901636,
1089
- "eval_loss": 0.48199471831321716,
1090
- "eval_precision": 0.871030016527467,
1091
- "eval_recall": 0.8703494926719278,
1092
- "eval_runtime": 20.3463,
1093
- "eval_samples_per_second": 87.19,
1094
- "eval_steps_per_second": 1.376,
1095
  "step": 1375
1096
  },
1097
  {
1098
  "epoch": 22.08,
1099
  "learning_rate": 1.4336917562724014e-05,
1100
- "loss": 0.2836,
1101
  "step": 1380
1102
  },
1103
  {
1104
  "epoch": 22.24,
1105
  "learning_rate": 1.4038231780167265e-05,
1106
- "loss": 0.258,
1107
  "step": 1390
1108
  },
1109
  {
1110
  "epoch": 22.4,
1111
  "learning_rate": 1.3739545997610515e-05,
1112
- "loss": 0.2886,
1113
  "step": 1400
1114
  },
1115
  {
1116
  "epoch": 22.56,
1117
  "learning_rate": 1.3440860215053763e-05,
1118
- "loss": 0.2867,
1119
  "step": 1410
1120
  },
1121
  {
1122
  "epoch": 22.72,
1123
  "learning_rate": 1.3142174432497015e-05,
1124
- "loss": 0.2834,
1125
  "step": 1420
1126
  },
1127
  {
1128
  "epoch": 22.88,
1129
  "learning_rate": 1.2843488649940263e-05,
1130
- "loss": 0.2835,
1131
  "step": 1430
1132
  },
1133
  {
1134
  "epoch": 22.99,
1135
- "eval_accuracy": 0.8714768883878241,
1136
- "eval_f1": 0.8708549140015549,
1137
- "eval_loss": 0.46705567836761475,
1138
- "eval_precision": 0.8711184700058525,
1139
- "eval_recall": 0.8714768883878241,
1140
- "eval_runtime": 20.236,
1141
- "eval_samples_per_second": 87.666,
1142
- "eval_steps_per_second": 1.384,
1143
  "step": 1437
1144
  },
1145
  {
1146
  "epoch": 23.04,
1147
  "learning_rate": 1.2544802867383513e-05,
1148
- "loss": 0.2748,
1149
  "step": 1440
1150
  },
1151
  {
1152
  "epoch": 23.2,
1153
  "learning_rate": 1.2246117084826763e-05,
1154
- "loss": 0.2613,
1155
  "step": 1450
1156
  },
1157
  {
1158
  "epoch": 23.36,
1159
  "learning_rate": 1.1947431302270013e-05,
1160
- "loss": 0.2609,
1161
  "step": 1460
1162
  },
1163
  {
1164
  "epoch": 23.52,
1165
  "learning_rate": 1.1648745519713262e-05,
1166
- "loss": 0.2708,
1167
  "step": 1470
1168
  },
1169
  {
1170
  "epoch": 23.68,
1171
  "learning_rate": 1.135005973715651e-05,
1172
- "loss": 0.2962,
1173
  "step": 1480
1174
  },
1175
  {
1176
  "epoch": 23.84,
1177
  "learning_rate": 1.1051373954599762e-05,
1178
- "loss": 0.2425,
1179
  "step": 1490
1180
  },
1181
  {
1182
  "epoch": 24.0,
1183
  "learning_rate": 1.0752688172043012e-05,
1184
- "loss": 0.2596,
1185
  "step": 1500
1186
  },
1187
  {
1188
  "epoch": 24.0,
1189
- "eval_accuracy": 0.8731679819616686,
1190
- "eval_f1": 0.8729219157014922,
1191
- "eval_loss": 0.5074849724769592,
1192
- "eval_precision": 0.8737064746193258,
1193
- "eval_recall": 0.8731679819616686,
1194
- "eval_runtime": 20.366,
1195
- "eval_samples_per_second": 87.106,
1196
- "eval_steps_per_second": 1.375,
1197
  "step": 1500
1198
  },
1199
  {
1200
  "epoch": 24.16,
1201
  "learning_rate": 1.0454002389486262e-05,
1202
- "loss": 0.2805,
1203
  "step": 1510
1204
  },
1205
  {
1206
  "epoch": 24.32,
1207
  "learning_rate": 1.015531660692951e-05,
1208
- "loss": 0.2873,
1209
  "step": 1520
1210
  },
1211
  {
1212
  "epoch": 24.48,
1213
  "learning_rate": 9.856630824372761e-06,
1214
- "loss": 0.2706,
1215
  "step": 1530
1216
  },
1217
  {
1218
  "epoch": 24.64,
1219
  "learning_rate": 9.557945041816011e-06,
1220
- "loss": 0.2451,
1221
  "step": 1540
1222
  },
1223
  {
1224
  "epoch": 24.8,
1225
  "learning_rate": 9.259259259259259e-06,
1226
- "loss": 0.2615,
1227
  "step": 1550
1228
  },
1229
  {
1230
  "epoch": 24.96,
1231
  "learning_rate": 8.960573476702509e-06,
1232
- "loss": 0.2669,
1233
  "step": 1560
1234
  },
1235
  {
1236
  "epoch": 24.99,
1237
  "eval_accuracy": 0.8731679819616686,
1238
- "eval_f1": 0.8715788955694674,
1239
- "eval_loss": 0.49628132581710815,
1240
- "eval_precision": 0.8719125135026013,
1241
  "eval_recall": 0.8731679819616686,
1242
- "eval_runtime": 20.3138,
1243
- "eval_samples_per_second": 87.33,
1244
- "eval_steps_per_second": 1.378,
1245
  "step": 1562
1246
  },
1247
  {
1248
  "epoch": 25.12,
1249
  "learning_rate": 8.661887694145759e-06,
1250
- "loss": 0.2488,
1251
  "step": 1570
1252
  },
1253
  {
1254
  "epoch": 25.28,
1255
  "learning_rate": 8.363201911589009e-06,
1256
- "loss": 0.2407,
1257
  "step": 1580
1258
  },
1259
  {
1260
  "epoch": 25.44,
1261
  "learning_rate": 8.064516129032258e-06,
1262
- "loss": 0.2495,
1263
  "step": 1590
1264
  },
1265
  {
1266
  "epoch": 25.6,
1267
  "learning_rate": 7.765830346475508e-06,
1268
- "loss": 0.2586,
1269
  "step": 1600
1270
  },
1271
  {
1272
  "epoch": 25.76,
1273
  "learning_rate": 7.467144563918758e-06,
1274
- "loss": 0.2465,
1275
  "step": 1610
1276
  },
1277
  {
1278
  "epoch": 25.92,
1279
  "learning_rate": 7.168458781362007e-06,
1280
- "loss": 0.2409,
1281
  "step": 1620
1282
  },
1283
  {
1284
  "epoch": 26.0,
1285
- "eval_accuracy": 0.8765501691093573,
1286
- "eval_f1": 0.8754157216122611,
1287
- "eval_loss": 0.49552544951438904,
1288
- "eval_precision": 0.8748588467546643,
1289
- "eval_recall": 0.8765501691093573,
1290
- "eval_runtime": 20.2584,
1291
- "eval_samples_per_second": 87.569,
1292
- "eval_steps_per_second": 1.382,
1293
  "step": 1625
1294
  },
1295
  {
1296
  "epoch": 26.08,
1297
  "learning_rate": 6.869772998805258e-06,
1298
- "loss": 0.2509,
1299
  "step": 1630
1300
  },
1301
  {
1302
  "epoch": 26.24,
1303
  "learning_rate": 6.5710872162485075e-06,
1304
- "loss": 0.2569,
1305
  "step": 1640
1306
  },
1307
  {
1308
  "epoch": 26.4,
1309
  "learning_rate": 6.2724014336917564e-06,
1310
- "loss": 0.2502,
1311
  "step": 1650
1312
  },
1313
  {
1314
  "epoch": 26.56,
1315
  "learning_rate": 5.973715651135006e-06,
1316
- "loss": 0.2453,
1317
  "step": 1660
1318
  },
1319
  {
1320
  "epoch": 26.72,
1321
  "learning_rate": 5.675029868578255e-06,
1322
- "loss": 0.2547,
1323
  "step": 1670
1324
  },
1325
  {
1326
  "epoch": 26.88,
1327
  "learning_rate": 5.376344086021506e-06,
1328
- "loss": 0.2409,
1329
  "step": 1680
1330
  },
1331
  {
1332
  "epoch": 26.99,
1333
- "eval_accuracy": 0.8776775648252536,
1334
- "eval_f1": 0.8775990431616095,
1335
- "eval_loss": 0.49884554743766785,
1336
- "eval_precision": 0.8783169101112399,
1337
- "eval_recall": 0.8776775648252536,
1338
- "eval_runtime": 20.2744,
1339
- "eval_samples_per_second": 87.5,
1340
- "eval_steps_per_second": 1.381,
1341
  "step": 1687
1342
  },
1343
  {
1344
  "epoch": 27.04,
1345
  "learning_rate": 5.077658303464755e-06,
1346
- "loss": 0.2509,
1347
  "step": 1690
1348
  },
1349
  {
1350
  "epoch": 27.2,
1351
  "learning_rate": 4.7789725209080055e-06,
1352
- "loss": 0.2527,
1353
  "step": 1700
1354
  },
1355
  {
1356
  "epoch": 27.36,
1357
  "learning_rate": 4.4802867383512545e-06,
1358
- "loss": 0.2692,
1359
  "step": 1710
1360
  },
1361
  {
1362
  "epoch": 27.52,
1363
  "learning_rate": 4.181600955794504e-06,
1364
- "loss": 0.2528,
1365
  "step": 1720
1366
  },
1367
  {
1368
  "epoch": 27.68,
1369
  "learning_rate": 3.882915173237754e-06,
1370
- "loss": 0.2209,
1371
  "step": 1730
1372
  },
1373
  {
1374
  "epoch": 27.84,
1375
  "learning_rate": 3.5842293906810035e-06,
1376
- "loss": 0.2471,
1377
  "step": 1740
1378
  },
1379
  {
1380
  "epoch": 28.0,
1381
  "learning_rate": 3.2855436081242537e-06,
1382
- "loss": 0.2683,
1383
  "step": 1750
1384
  },
1385
  {
1386
  "epoch": 28.0,
1387
- "eval_accuracy": 0.8793686583990981,
1388
- "eval_f1": 0.877963563400707,
1389
- "eval_loss": 0.5038228631019592,
1390
- "eval_precision": 0.8781146499994057,
1391
- "eval_recall": 0.8793686583990981,
1392
- "eval_runtime": 20.231,
1393
- "eval_samples_per_second": 87.687,
1394
- "eval_steps_per_second": 1.384,
1395
  "step": 1750
1396
  },
1397
  {
1398
  "epoch": 28.16,
1399
  "learning_rate": 2.986857825567503e-06,
1400
- "loss": 0.2412,
1401
  "step": 1760
1402
  },
1403
  {
1404
  "epoch": 28.32,
1405
  "learning_rate": 2.688172043010753e-06,
1406
- "loss": 0.2382,
1407
  "step": 1770
1408
  },
1409
  {
1410
  "epoch": 28.48,
1411
  "learning_rate": 2.3894862604540028e-06,
1412
- "loss": 0.2337,
1413
  "step": 1780
1414
  },
1415
  {
1416
  "epoch": 28.64,
1417
  "learning_rate": 2.090800477897252e-06,
1418
- "loss": 0.2388,
1419
  "step": 1790
1420
  },
1421
  {
1422
  "epoch": 28.8,
1423
  "learning_rate": 1.7921146953405017e-06,
1424
- "loss": 0.2392,
1425
  "step": 1800
1426
  },
1427
  {
1428
  "epoch": 28.96,
1429
  "learning_rate": 1.4934289127837516e-06,
1430
- "loss": 0.2299,
1431
  "step": 1810
1432
  },
1433
  {
1434
  "epoch": 28.99,
1435
- "eval_accuracy": 0.8771138669673055,
1436
- "eval_f1": 0.8759430090960632,
1437
- "eval_loss": 0.5038406252861023,
1438
- "eval_precision": 0.8760251815898421,
1439
- "eval_recall": 0.8771138669673055,
1440
- "eval_runtime": 20.3928,
1441
- "eval_samples_per_second": 86.992,
1442
- "eval_steps_per_second": 1.373,
1443
  "step": 1812
1444
  },
1445
  {
1446
  "epoch": 29.12,
1447
  "learning_rate": 1.1947431302270014e-06,
1448
- "loss": 0.2374,
1449
  "step": 1820
1450
  },
1451
  {
1452
  "epoch": 29.28,
1453
  "learning_rate": 8.960573476702509e-07,
1454
- "loss": 0.2289,
1455
  "step": 1830
1456
  },
1457
  {
1458
  "epoch": 29.44,
1459
  "learning_rate": 5.973715651135007e-07,
1460
- "loss": 0.2443,
1461
  "step": 1840
1462
  },
1463
  {
1464
  "epoch": 29.6,
1465
  "learning_rate": 2.9868578255675034e-07,
1466
- "loss": 0.2306,
1467
  "step": 1850
1468
  },
1469
  {
1470
  "epoch": 29.76,
1471
  "learning_rate": 0.0,
1472
- "loss": 0.2394,
1473
  "step": 1860
1474
  },
1475
  {
1476
  "epoch": 29.76,
1477
- "eval_accuracy": 0.87880496054115,
1478
- "eval_f1": 0.877530549619894,
1479
- "eval_loss": 0.5048219561576843,
1480
- "eval_precision": 0.8778905081432652,
1481
- "eval_recall": 0.87880496054115,
1482
- "eval_runtime": 20.4078,
1483
- "eval_samples_per_second": 86.928,
1484
- "eval_steps_per_second": 1.372,
1485
  "step": 1860
1486
  },
1487
  {
1488
  "epoch": 29.76,
1489
  "step": 1860,
1490
  "total_flos": 1.3006759802108989e+20,
1491
- "train_loss": 0.4722114728343102,
1492
- "train_runtime": 12371.8145,
1493
- "train_samples_per_second": 38.706,
1494
  "train_steps_per_second": 0.15
1495
  }
1496
  ],
 
1
  {
2
+ "best_metric": 0.8771138669673055,
3
+ "best_model_checkpoint": "beit-large-patch16-224-pt22k-finetuned-galaxy10-decals/checkpoint-1500",
4
  "epoch": 29.76,
5
  "eval_steps": 500,
6
  "global_step": 1860,
 
11
  {
12
  "epoch": 0.16,
13
  "learning_rate": 2.688172043010753e-06,
14
+ "loss": 2.5355,
15
  "step": 10
16
  },
17
  {
18
  "epoch": 0.32,
19
  "learning_rate": 5.376344086021506e-06,
20
+ "loss": 2.2719,
21
  "step": 20
22
  },
23
  {
24
  "epoch": 0.48,
25
  "learning_rate": 8.064516129032258e-06,
26
+ "loss": 2.2064,
27
  "step": 30
28
  },
29
  {
30
  "epoch": 0.64,
31
  "learning_rate": 1.0752688172043012e-05,
32
+ "loss": 2.098,
33
  "step": 40
34
  },
35
  {
36
  "epoch": 0.8,
37
  "learning_rate": 1.3440860215053763e-05,
38
+ "loss": 1.8468,
39
  "step": 50
40
  },
41
  {
42
  "epoch": 0.96,
43
  "learning_rate": 1.6129032258064517e-05,
44
+ "loss": 1.5632,
45
  "step": 60
46
  },
47
  {
48
  "epoch": 0.99,
49
+ "eval_accuracy": 0.5264937993235626,
50
+ "eval_f1": 0.48399043548134085,
51
+ "eval_loss": 1.3357709646224976,
52
+ "eval_precision": 0.5376818137492553,
53
+ "eval_recall": 0.5264937993235626,
54
+ "eval_runtime": 22.3485,
55
+ "eval_samples_per_second": 79.379,
56
+ "eval_steps_per_second": 1.253,
57
  "step": 62
58
  },
59
  {
60
  "epoch": 1.12,
61
  "learning_rate": 1.881720430107527e-05,
62
+ "loss": 1.4063,
63
  "step": 70
64
  },
65
  {
66
  "epoch": 1.28,
67
  "learning_rate": 2.1505376344086024e-05,
68
+ "loss": 1.2392,
69
  "step": 80
70
  },
71
  {
72
  "epoch": 1.44,
73
  "learning_rate": 2.4193548387096777e-05,
74
+ "loss": 1.1199,
75
  "step": 90
76
  },
77
  {
78
  "epoch": 1.6,
79
  "learning_rate": 2.6881720430107527e-05,
80
+ "loss": 0.9947,
81
  "step": 100
82
  },
83
  {
84
  "epoch": 1.76,
85
  "learning_rate": 2.9569892473118284e-05,
86
+ "loss": 0.9086,
87
  "step": 110
88
  },
89
  {
90
  "epoch": 1.92,
91
  "learning_rate": 3.2258064516129034e-05,
92
+ "loss": 0.8801,
93
  "step": 120
94
  },
95
  {
96
  "epoch": 2.0,
97
+ "eval_accuracy": 0.7717023675310034,
98
+ "eval_f1": 0.7558759816619722,
99
+ "eval_loss": 0.7052544355392456,
100
+ "eval_precision": 0.7709624503353446,
101
+ "eval_recall": 0.7717023675310034,
102
+ "eval_runtime": 20.3101,
103
+ "eval_samples_per_second": 87.346,
104
+ "eval_steps_per_second": 1.379,
105
  "step": 125
106
  },
107
  {
108
  "epoch": 2.08,
109
  "learning_rate": 3.494623655913979e-05,
110
+ "loss": 0.8206,
111
  "step": 130
112
  },
113
  {
114
  "epoch": 2.24,
115
  "learning_rate": 3.763440860215054e-05,
116
+ "loss": 0.8144,
117
  "step": 140
118
  },
119
  {
120
  "epoch": 2.4,
121
  "learning_rate": 4.032258064516129e-05,
122
+ "loss": 0.7932,
123
  "step": 150
124
  },
125
  {
126
  "epoch": 2.56,
127
  "learning_rate": 4.301075268817205e-05,
128
+ "loss": 0.7628,
129
  "step": 160
130
  },
131
  {
132
  "epoch": 2.72,
133
  "learning_rate": 4.56989247311828e-05,
134
+ "loss": 0.7418,
135
  "step": 170
136
  },
137
  {
138
  "epoch": 2.88,
139
  "learning_rate": 4.8387096774193554e-05,
140
+ "loss": 0.7408,
141
  "step": 180
142
  },
143
  {
144
  "epoch": 2.99,
145
+ "eval_accuracy": 0.7897406989853438,
146
+ "eval_f1": 0.7802902890334544,
147
+ "eval_loss": 0.5995234251022339,
148
+ "eval_precision": 0.7878035414774325,
149
+ "eval_recall": 0.7897406989853438,
150
+ "eval_runtime": 20.2279,
151
+ "eval_samples_per_second": 87.701,
152
+ "eval_steps_per_second": 1.384,
153
  "step": 187
154
  },
155
  {
156
  "epoch": 3.04,
157
  "learning_rate": 4.98805256869773e-05,
158
+ "loss": 0.7484,
159
  "step": 190
160
  },
161
  {
162
  "epoch": 3.2,
163
  "learning_rate": 4.9581839904420555e-05,
164
+ "loss": 0.6994,
165
  "step": 200
166
  },
167
  {
168
  "epoch": 3.36,
169
  "learning_rate": 4.92831541218638e-05,
170
+ "loss": 0.6993,
171
  "step": 210
172
  },
173
  {
174
  "epoch": 3.52,
175
  "learning_rate": 4.898446833930705e-05,
176
+ "loss": 0.7253,
177
  "step": 220
178
  },
179
  {
180
  "epoch": 3.68,
181
  "learning_rate": 4.86857825567503e-05,
182
+ "loss": 0.6395,
183
  "step": 230
184
  },
185
  {
186
  "epoch": 3.84,
187
  "learning_rate": 4.8387096774193554e-05,
188
+ "loss": 0.6773,
189
  "step": 240
190
  },
191
  {
192
  "epoch": 4.0,
193
  "learning_rate": 4.80884109916368e-05,
194
+ "loss": 0.6124,
195
  "step": 250
196
  },
197
  {
198
  "epoch": 4.0,
199
+ "eval_accuracy": 0.8139797068771139,
200
+ "eval_f1": 0.8075784676637282,
201
+ "eval_loss": 0.5448007583618164,
202
+ "eval_precision": 0.8177725050554215,
203
+ "eval_recall": 0.8139797068771139,
204
+ "eval_runtime": 20.163,
205
+ "eval_samples_per_second": 87.983,
206
+ "eval_steps_per_second": 1.389,
207
  "step": 250
208
  },
209
  {
210
  "epoch": 4.16,
211
  "learning_rate": 4.778972520908005e-05,
212
+ "loss": 0.637,
213
  "step": 260
214
  },
215
  {
216
  "epoch": 4.32,
217
  "learning_rate": 4.74910394265233e-05,
218
+ "loss": 0.5985,
219
  "step": 270
220
  },
221
  {
222
  "epoch": 4.48,
223
  "learning_rate": 4.7192353643966546e-05,
224
+ "loss": 0.6237,
225
  "step": 280
226
  },
227
  {
228
  "epoch": 4.64,
229
  "learning_rate": 4.6893667861409805e-05,
230
+ "loss": 0.6087,
231
  "step": 290
232
  },
233
  {
234
  "epoch": 4.8,
235
  "learning_rate": 4.659498207885305e-05,
236
+ "loss": 0.6126,
237
  "step": 300
238
  },
239
  {
240
  "epoch": 4.96,
241
  "learning_rate": 4.62962962962963e-05,
242
+ "loss": 0.5799,
243
  "step": 310
244
  },
245
  {
246
  "epoch": 4.99,
247
+ "eval_accuracy": 0.8173618940248027,
248
+ "eval_f1": 0.8165211802801194,
249
+ "eval_loss": 0.5353599786758423,
250
+ "eval_precision": 0.8224371992911866,
251
+ "eval_recall": 0.8173618940248027,
252
+ "eval_runtime": 20.2148,
253
+ "eval_samples_per_second": 87.757,
254
+ "eval_steps_per_second": 1.385,
255
  "step": 312
256
  },
257
  {
258
  "epoch": 5.12,
259
  "learning_rate": 4.5997610513739546e-05,
260
+ "loss": 0.6222,
261
  "step": 320
262
  },
263
  {
264
  "epoch": 5.28,
265
  "learning_rate": 4.56989247311828e-05,
266
+ "loss": 0.5939,
267
  "step": 330
268
  },
269
  {
270
  "epoch": 5.44,
271
  "learning_rate": 4.540023894862604e-05,
272
+ "loss": 0.5721,
273
  "step": 340
274
  },
275
  {
276
  "epoch": 5.6,
277
  "learning_rate": 4.51015531660693e-05,
278
+ "loss": 0.5773,
279
  "step": 350
280
  },
281
  {
282
  "epoch": 5.76,
283
  "learning_rate": 4.4802867383512545e-05,
284
+ "loss": 0.5518,
285
  "step": 360
286
  },
287
  {
288
  "epoch": 5.92,
289
  "learning_rate": 4.4504181600955796e-05,
290
+ "loss": 0.567,
291
  "step": 370
292
  },
293
  {
294
  "epoch": 6.0,
295
+ "eval_accuracy": 0.8246899661781285,
296
+ "eval_f1": 0.8194484681912054,
297
+ "eval_loss": 0.504351794719696,
298
+ "eval_precision": 0.8314052588153712,
299
+ "eval_recall": 0.8246899661781285,
300
+ "eval_runtime": 20.1949,
301
+ "eval_samples_per_second": 87.844,
302
+ "eval_steps_per_second": 1.386,
303
  "step": 375
304
  },
305
  {
306
  "epoch": 6.08,
307
  "learning_rate": 4.420549581839905e-05,
308
+ "loss": 0.5263,
309
  "step": 380
310
  },
311
  {
312
  "epoch": 6.24,
313
  "learning_rate": 4.390681003584229e-05,
314
+ "loss": 0.5387,
315
  "step": 390
316
  },
317
  {
318
  "epoch": 6.4,
319
  "learning_rate": 4.360812425328555e-05,
320
+ "loss": 0.5004,
321
  "step": 400
322
  },
323
  {
324
  "epoch": 6.56,
325
  "learning_rate": 4.3309438470728796e-05,
326
+ "loss": 0.5031,
327
  "step": 410
328
  },
329
  {
330
  "epoch": 6.72,
331
  "learning_rate": 4.301075268817205e-05,
332
+ "loss": 0.5199,
333
  "step": 420
334
  },
335
  {
336
  "epoch": 6.88,
337
  "learning_rate": 4.271206690561529e-05,
338
+ "loss": 0.5237,
339
  "step": 430
340
  },
341
  {
342
  "epoch": 6.99,
343
+ "eval_accuracy": 0.8387824126268321,
344
+ "eval_f1": 0.837144780204179,
345
+ "eval_loss": 0.4912584125995636,
346
+ "eval_precision": 0.8428554732585117,
347
+ "eval_recall": 0.8387824126268321,
348
+ "eval_runtime": 20.1891,
349
+ "eval_samples_per_second": 87.869,
350
+ "eval_steps_per_second": 1.387,
351
  "step": 437
352
  },
353
  {
354
  "epoch": 7.04,
355
  "learning_rate": 4.241338112305854e-05,
356
+ "loss": 0.5604,
357
  "step": 440
358
  },
359
  {
360
  "epoch": 7.2,
361
  "learning_rate": 4.2114695340501795e-05,
362
+ "loss": 0.5313,
363
  "step": 450
364
  },
365
  {
366
  "epoch": 7.36,
367
  "learning_rate": 4.1816009557945046e-05,
368
+ "loss": 0.485,
369
  "step": 460
370
  },
371
  {
372
  "epoch": 7.52,
373
  "learning_rate": 4.15173237753883e-05,
374
+ "loss": 0.5184,
375
  "step": 470
376
  },
377
  {
378
  "epoch": 7.68,
379
  "learning_rate": 4.121863799283154e-05,
380
+ "loss": 0.4883,
381
  "step": 480
382
  },
383
  {
384
  "epoch": 7.84,
385
  "learning_rate": 4.0919952210274794e-05,
386
+ "loss": 0.5014,
387
  "step": 490
388
  },
389
  {
390
  "epoch": 8.0,
391
  "learning_rate": 4.062126642771804e-05,
392
+ "loss": 0.4674,
393
  "step": 500
394
  },
395
  {
396
  "epoch": 8.0,
397
  "eval_accuracy": 0.8483652762119503,
398
+ "eval_f1": 0.8477429921074615,
399
+ "eval_loss": 0.4926735758781433,
400
+ "eval_precision": 0.8541002388338952,
401
  "eval_recall": 0.8483652762119503,
402
+ "eval_runtime": 20.3387,
403
+ "eval_samples_per_second": 87.223,
404
+ "eval_steps_per_second": 1.377,
405
  "step": 500
406
  },
407
  {
408
  "epoch": 8.16,
409
  "learning_rate": 4.032258064516129e-05,
410
+ "loss": 0.4503,
411
  "step": 510
412
  },
413
  {
414
  "epoch": 8.32,
415
  "learning_rate": 4.002389486260454e-05,
416
+ "loss": 0.4605,
417
  "step": 520
418
  },
419
  {
420
  "epoch": 8.48,
421
  "learning_rate": 3.972520908004779e-05,
422
+ "loss": 0.497,
423
  "step": 530
424
  },
425
  {
426
  "epoch": 8.64,
427
  "learning_rate": 3.9426523297491045e-05,
428
+ "loss": 0.4975,
429
  "step": 540
430
  },
431
  {
432
  "epoch": 8.8,
433
  "learning_rate": 3.912783751493429e-05,
434
+ "loss": 0.5103,
435
  "step": 550
436
  },
437
  {
438
  "epoch": 8.96,
439
  "learning_rate": 3.882915173237754e-05,
440
+ "loss": 0.4869,
441
  "step": 560
442
  },
443
  {
444
  "epoch": 8.99,
445
+ "eval_accuracy": 0.85456595264938,
446
+ "eval_f1": 0.8526233029162784,
447
+ "eval_loss": 0.41668954491615295,
448
+ "eval_precision": 0.8569765150529557,
449
+ "eval_recall": 0.85456595264938,
450
+ "eval_runtime": 20.2012,
451
+ "eval_samples_per_second": 87.817,
452
+ "eval_steps_per_second": 1.386,
453
  "step": 562
454
  },
455
  {
456
  "epoch": 9.12,
457
  "learning_rate": 3.8530465949820786e-05,
458
+ "loss": 0.4377,
459
  "step": 570
460
  },
461
  {
462
  "epoch": 9.28,
463
  "learning_rate": 3.8231780167264044e-05,
464
+ "loss": 0.4402,
465
  "step": 580
466
  },
467
  {
468
  "epoch": 9.44,
469
  "learning_rate": 3.793309438470729e-05,
470
+ "loss": 0.4556,
471
  "step": 590
472
  },
473
  {
 
479
  {
480
  "epoch": 9.76,
481
  "learning_rate": 3.7335722819593785e-05,
482
+ "loss": 0.4264,
483
  "step": 610
484
  },
485
  {
486
  "epoch": 9.92,
487
  "learning_rate": 3.7037037037037037e-05,
488
+ "loss": 0.4442,
489
  "step": 620
490
  },
491
  {
492
  "epoch": 10.0,
493
+ "eval_accuracy": 0.8579481397970687,
494
+ "eval_f1": 0.8563536289322307,
495
+ "eval_loss": 0.4086318612098694,
496
+ "eval_precision": 0.858253459558002,
497
+ "eval_recall": 0.8579481397970687,
498
+ "eval_runtime": 20.3361,
499
+ "eval_samples_per_second": 87.234,
500
+ "eval_steps_per_second": 1.377,
501
  "step": 625
502
  },
503
  {
504
  "epoch": 10.08,
505
  "learning_rate": 3.673835125448029e-05,
506
+ "loss": 0.4411,
507
  "step": 630
508
  },
509
  {
510
  "epoch": 10.24,
511
  "learning_rate": 3.643966547192354e-05,
512
+ "loss": 0.435,
513
  "step": 640
514
  },
515
  {
516
  "epoch": 10.4,
517
  "learning_rate": 3.614097968936679e-05,
518
+ "loss": 0.4658,
519
  "step": 650
520
  },
521
  {
522
  "epoch": 10.56,
523
  "learning_rate": 3.5842293906810036e-05,
524
+ "loss": 0.4392,
525
  "step": 660
526
  },
527
  {
528
  "epoch": 10.72,
529
  "learning_rate": 3.554360812425329e-05,
530
+ "loss": 0.4075,
531
  "step": 670
532
  },
533
  {
534
  "epoch": 10.88,
535
  "learning_rate": 3.524492234169653e-05,
536
+ "loss": 0.4294,
537
  "step": 680
538
  },
539
  {
540
  "epoch": 10.99,
541
+ "eval_accuracy": 0.8489289740698985,
542
+ "eval_f1": 0.8489250586314885,
543
+ "eval_loss": 0.47431451082229614,
544
+ "eval_precision": 0.8516210869037277,
545
+ "eval_recall": 0.8489289740698985,
546
+ "eval_runtime": 20.3309,
547
+ "eval_samples_per_second": 87.256,
548
+ "eval_steps_per_second": 1.377,
549
  "step": 687
550
  },
551
  {
552
  "epoch": 11.04,
553
  "learning_rate": 3.494623655913979e-05,
554
+ "loss": 0.4162,
555
  "step": 690
556
  },
557
  {
558
  "epoch": 11.2,
559
  "learning_rate": 3.4647550776583035e-05,
560
+ "loss": 0.4085,
561
  "step": 700
562
  },
563
  {
564
  "epoch": 11.36,
565
  "learning_rate": 3.4348864994026287e-05,
566
+ "loss": 0.3883,
567
  "step": 710
568
  },
569
  {
570
  "epoch": 11.52,
571
  "learning_rate": 3.405017921146954e-05,
572
+ "loss": 0.4171,
573
  "step": 720
574
  },
575
  {
576
  "epoch": 11.68,
577
  "learning_rate": 3.375149342891278e-05,
578
+ "loss": 0.4274,
579
  "step": 730
580
  },
581
  {
582
  "epoch": 11.84,
583
  "learning_rate": 3.3452807646356034e-05,
584
+ "loss": 0.4064,
585
  "step": 740
586
  },
587
  {
588
  "epoch": 12.0,
589
  "learning_rate": 3.3154121863799286e-05,
590
+ "loss": 0.4032,
591
  "step": 750
592
  },
593
  {
594
  "epoch": 12.0,
595
+ "eval_accuracy": 0.8664036076662909,
596
+ "eval_f1": 0.8647201047045951,
597
+ "eval_loss": 0.43498745560646057,
598
+ "eval_precision": 0.8651487950002757,
599
+ "eval_recall": 0.8664036076662909,
600
+ "eval_runtime": 20.389,
601
+ "eval_samples_per_second": 87.008,
602
+ "eval_steps_per_second": 1.373,
603
  "step": 750
604
  },
605
  {
606
  "epoch": 12.16,
607
  "learning_rate": 3.285543608124254e-05,
608
+ "loss": 0.3821,
609
  "step": 760
610
  },
611
  {
612
  "epoch": 12.32,
613
  "learning_rate": 3.255675029868578e-05,
614
+ "loss": 0.3568,
615
  "step": 770
616
  },
617
  {
618
  "epoch": 12.48,
619
  "learning_rate": 3.2258064516129034e-05,
620
+ "loss": 0.3858,
621
  "step": 780
622
  },
623
  {
624
  "epoch": 12.64,
625
  "learning_rate": 3.195937873357228e-05,
626
+ "loss": 0.4178,
627
  "step": 790
628
  },
629
  {
630
  "epoch": 12.8,
631
  "learning_rate": 3.1660692951015537e-05,
632
+ "loss": 0.4093,
633
  "step": 800
634
  },
635
  {
636
  "epoch": 12.96,
637
  "learning_rate": 3.136200716845878e-05,
638
+ "loss": 0.4028,
639
  "step": 810
640
  },
641
  {
642
  "epoch": 12.99,
643
+ "eval_accuracy": 0.8568207440811725,
644
+ "eval_f1": 0.856091714754174,
645
+ "eval_loss": 0.44426795840263367,
646
+ "eval_precision": 0.862340880262213,
647
+ "eval_recall": 0.8568207440811725,
648
+ "eval_runtime": 20.1991,
649
+ "eval_samples_per_second": 87.826,
650
+ "eval_steps_per_second": 1.386,
651
  "step": 812
652
  },
653
  {
654
  "epoch": 13.12,
655
  "learning_rate": 3.106332138590203e-05,
656
+ "loss": 0.4003,
657
  "step": 820
658
  },
659
  {
660
  "epoch": 13.28,
661
  "learning_rate": 3.0764635603345284e-05,
662
+ "loss": 0.3523,
663
  "step": 830
664
  },
665
  {
666
  "epoch": 13.44,
667
  "learning_rate": 3.046594982078853e-05,
668
+ "loss": 0.4036,
669
  "step": 840
670
  },
671
  {
672
  "epoch": 13.6,
673
  "learning_rate": 3.016726403823178e-05,
674
+ "loss": 0.368,
675
  "step": 850
676
  },
677
  {
678
  "epoch": 13.76,
679
  "learning_rate": 2.9868578255675032e-05,
680
+ "loss": 0.3881,
681
  "step": 860
682
  },
683
  {
684
  "epoch": 13.92,
685
  "learning_rate": 2.9569892473118284e-05,
686
+ "loss": 0.3939,
687
  "step": 870
688
  },
689
  {
690
  "epoch": 14.0,
691
+ "eval_accuracy": 0.8607666290868095,
692
+ "eval_f1": 0.859292000828673,
693
+ "eval_loss": 0.4193209409713745,
694
+ "eval_precision": 0.8605244377184228,
695
+ "eval_recall": 0.8607666290868095,
696
+ "eval_runtime": 20.2247,
697
+ "eval_samples_per_second": 87.715,
698
+ "eval_steps_per_second": 1.384,
699
  "step": 875
700
  },
701
  {
702
  "epoch": 14.08,
703
  "learning_rate": 2.9271206690561532e-05,
704
+ "loss": 0.3558,
705
  "step": 880
706
  },
707
  {
708
  "epoch": 14.24,
709
  "learning_rate": 2.897252090800478e-05,
710
+ "loss": 0.323,
711
  "step": 890
712
  },
713
  {
714
  "epoch": 14.4,
715
  "learning_rate": 2.8673835125448028e-05,
716
+ "loss": 0.3469,
717
  "step": 900
718
  },
719
  {
720
  "epoch": 14.56,
721
  "learning_rate": 2.8375149342891276e-05,
722
+ "loss": 0.3712,
723
  "step": 910
724
  },
725
  {
726
  "epoch": 14.72,
727
  "learning_rate": 2.807646356033453e-05,
728
+ "loss": 0.3683,
729
  "step": 920
730
  },
731
  {
732
  "epoch": 14.88,
733
  "learning_rate": 2.777777777777778e-05,
734
+ "loss": 0.3447,
735
  "step": 930
736
  },
737
  {
738
  "epoch": 14.99,
739
+ "eval_accuracy": 0.8697857948139797,
740
+ "eval_f1": 0.8687741271627788,
741
+ "eval_loss": 0.42887330055236816,
742
+ "eval_precision": 0.8692337755905157,
743
+ "eval_recall": 0.8697857948139797,
744
+ "eval_runtime": 20.1801,
745
+ "eval_samples_per_second": 87.909,
746
+ "eval_steps_per_second": 1.388,
747
  "step": 937
748
  },
749
  {
750
  "epoch": 15.04,
751
  "learning_rate": 2.747909199522103e-05,
752
+ "loss": 0.3677,
753
  "step": 940
754
  },
755
  {
756
  "epoch": 15.2,
757
  "learning_rate": 2.718040621266428e-05,
758
+ "loss": 0.3489,
759
  "step": 950
760
  },
761
  {
762
  "epoch": 15.36,
763
  "learning_rate": 2.6881720430107527e-05,
764
+ "loss": 0.3445,
765
  "step": 960
766
  },
767
  {
768
  "epoch": 15.52,
769
  "learning_rate": 2.6583034647550775e-05,
770
+ "loss": 0.3489,
771
  "step": 970
772
  },
773
  {
774
  "epoch": 15.68,
775
  "learning_rate": 2.628434886499403e-05,
776
+ "loss": 0.3211,
777
  "step": 980
778
  },
779
  {
780
  "epoch": 15.84,
781
  "learning_rate": 2.5985663082437278e-05,
782
+ "loss": 0.3462,
783
  "step": 990
784
  },
785
  {
786
  "epoch": 16.0,
787
  "learning_rate": 2.5686977299880526e-05,
788
+ "loss": 0.354,
789
  "step": 1000
790
  },
791
  {
792
  "epoch": 16.0,
793
+ "eval_accuracy": 0.8652762119503946,
794
+ "eval_f1": 0.8647705658273797,
795
+ "eval_loss": 0.4471229910850525,
796
+ "eval_precision": 0.8660773656143725,
797
+ "eval_recall": 0.8652762119503946,
798
+ "eval_runtime": 20.2214,
799
+ "eval_samples_per_second": 87.729,
800
+ "eval_steps_per_second": 1.385,
801
  "step": 1000
802
  },
803
  {
804
  "epoch": 16.16,
805
  "learning_rate": 2.5388291517323774e-05,
806
+ "loss": 0.3495,
807
  "step": 1010
808
  },
809
  {
810
  "epoch": 16.32,
811
  "learning_rate": 2.5089605734767026e-05,
812
+ "loss": 0.316,
813
  "step": 1020
814
  },
815
  {
816
  "epoch": 16.48,
817
  "learning_rate": 2.4790919952210277e-05,
818
+ "loss": 0.3292,
819
  "step": 1030
820
  },
821
  {
822
  "epoch": 16.64,
823
  "learning_rate": 2.4492234169653525e-05,
824
+ "loss": 0.3832,
825
  "step": 1040
826
  },
827
  {
828
  "epoch": 16.8,
829
  "learning_rate": 2.4193548387096777e-05,
830
+ "loss": 0.3554,
831
  "step": 1050
832
  },
833
  {
834
  "epoch": 16.96,
835
  "learning_rate": 2.3894862604540025e-05,
836
+ "loss": 0.2934,
837
  "step": 1060
838
  },
839
  {
840
  "epoch": 16.99,
841
+ "eval_accuracy": 0.8573844419391207,
842
+ "eval_f1": 0.8545868591768201,
843
+ "eval_loss": 0.4887636601924896,
844
+ "eval_precision": 0.8573053459382376,
845
+ "eval_recall": 0.8573844419391207,
846
+ "eval_runtime": 20.1504,
847
+ "eval_samples_per_second": 88.038,
848
+ "eval_steps_per_second": 1.39,
849
  "step": 1062
850
  },
851
  {
852
  "epoch": 17.12,
853
  "learning_rate": 2.3596176821983273e-05,
854
+ "loss": 0.324,
855
  "step": 1070
856
  },
857
  {
858
  "epoch": 17.28,
859
  "learning_rate": 2.3297491039426525e-05,
860
+ "loss": 0.3289,
861
  "step": 1080
862
  },
863
  {
864
  "epoch": 17.44,
865
  "learning_rate": 2.2998805256869773e-05,
866
+ "loss": 0.3503,
867
  "step": 1090
868
  },
869
  {
870
  "epoch": 17.6,
871
  "learning_rate": 2.270011947431302e-05,
872
+ "loss": 0.3286,
873
  "step": 1100
874
  },
875
  {
876
  "epoch": 17.76,
877
  "learning_rate": 2.2401433691756272e-05,
878
+ "loss": 0.3259,
879
  "step": 1110
880
  },
881
  {
882
  "epoch": 17.92,
883
  "learning_rate": 2.2102747909199524e-05,
884
+ "loss": 0.3262,
885
  "step": 1120
886
  },
887
  {
888
  "epoch": 18.0,
889
+ "eval_accuracy": 0.8602029312288614,
890
+ "eval_f1": 0.8587750682360155,
891
+ "eval_loss": 0.4605044722557068,
892
+ "eval_precision": 0.8602385705345467,
893
+ "eval_recall": 0.8602029312288614,
894
+ "eval_runtime": 20.3273,
895
+ "eval_samples_per_second": 87.272,
896
+ "eval_steps_per_second": 1.377,
897
  "step": 1125
898
  },
899
  {
900
  "epoch": 18.08,
901
  "learning_rate": 2.1804062126642775e-05,
902
+ "loss": 0.3254,
903
  "step": 1130
904
  },
905
  {
906
  "epoch": 18.24,
907
  "learning_rate": 2.1505376344086024e-05,
908
+ "loss": 0.3013,
909
  "step": 1140
910
  },
911
  {
912
  "epoch": 18.4,
913
  "learning_rate": 2.120669056152927e-05,
914
+ "loss": 0.2921,
915
  "step": 1150
916
  },
917
  {
918
  "epoch": 18.56,
919
  "learning_rate": 2.0908004778972523e-05,
920
+ "loss": 0.3081,
921
  "step": 1160
922
  },
923
  {
924
  "epoch": 18.72,
925
  "learning_rate": 2.060931899641577e-05,
926
+ "loss": 0.3123,
927
  "step": 1170
928
  },
929
  {
930
  "epoch": 18.88,
931
  "learning_rate": 2.031063321385902e-05,
932
+ "loss": 0.3287,
933
  "step": 1180
934
  },
935
  {
936
  "epoch": 18.99,
937
+ "eval_accuracy": 0.8680947012401353,
938
+ "eval_f1": 0.8673305168818174,
939
+ "eval_loss": 0.4439426362514496,
940
+ "eval_precision": 0.8681936232837604,
941
+ "eval_recall": 0.8680947012401353,
942
+ "eval_runtime": 20.3377,
943
+ "eval_samples_per_second": 87.227,
944
+ "eval_steps_per_second": 1.377,
945
  "step": 1187
946
  },
947
  {
948
  "epoch": 19.04,
949
  "learning_rate": 2.001194743130227e-05,
950
+ "loss": 0.3155,
951
  "step": 1190
952
  },
953
  {
954
  "epoch": 19.2,
955
  "learning_rate": 1.9713261648745522e-05,
956
+ "loss": 0.2925,
957
  "step": 1200
958
  },
959
  {
960
  "epoch": 19.36,
961
  "learning_rate": 1.941457586618877e-05,
962
+ "loss": 0.2815,
963
  "step": 1210
964
  },
965
  {
966
  "epoch": 19.52,
967
  "learning_rate": 1.9115890083632022e-05,
968
+ "loss": 0.3186,
969
  "step": 1220
970
  },
971
  {
972
  "epoch": 19.68,
973
  "learning_rate": 1.881720430107527e-05,
974
+ "loss": 0.2973,
975
  "step": 1230
976
  },
977
  {
978
  "epoch": 19.84,
979
  "learning_rate": 1.8518518518518518e-05,
980
+ "loss": 0.3117,
981
  "step": 1240
982
  },
983
  {
984
  "epoch": 20.0,
985
  "learning_rate": 1.821983273596177e-05,
986
+ "loss": 0.2848,
987
  "step": 1250
988
  },
989
  {
990
  "epoch": 20.0,
991
+ "eval_accuracy": 0.8641488162344984,
992
+ "eval_f1": 0.8614703652856499,
993
+ "eval_loss": 0.4986249506473541,
994
+ "eval_precision": 0.863267284177552,
995
+ "eval_recall": 0.8641488162344984,
996
+ "eval_runtime": 20.4206,
997
+ "eval_samples_per_second": 86.873,
998
+ "eval_steps_per_second": 1.371,
999
  "step": 1250
1000
  },
1001
  {
1002
  "epoch": 20.16,
1003
  "learning_rate": 1.7921146953405018e-05,
1004
+ "loss": 0.2857,
1005
  "step": 1260
1006
  },
1007
  {
1008
  "epoch": 20.32,
1009
  "learning_rate": 1.7622461170848266e-05,
1010
+ "loss": 0.2831,
1011
  "step": 1270
1012
  },
1013
  {
1014
  "epoch": 20.48,
1015
  "learning_rate": 1.7323775388291518e-05,
1016
+ "loss": 0.2727,
1017
  "step": 1280
1018
  },
1019
  {
1020
  "epoch": 20.64,
1021
  "learning_rate": 1.702508960573477e-05,
1022
+ "loss": 0.2821,
1023
  "step": 1290
1024
  },
1025
  {
1026
  "epoch": 20.8,
1027
  "learning_rate": 1.6726403823178017e-05,
1028
+ "loss": 0.2947,
1029
  "step": 1300
1030
  },
1031
  {
1032
  "epoch": 20.96,
1033
  "learning_rate": 1.642771804062127e-05,
1034
+ "loss": 0.283,
1035
  "step": 1310
1036
  },
1037
  {
1038
  "epoch": 20.99,
1039
+ "eval_accuracy": 0.8692220969560316,
1040
+ "eval_f1": 0.867599417780571,
1041
+ "eval_loss": 0.4662930965423584,
1042
+ "eval_precision": 0.8681465311661429,
1043
+ "eval_recall": 0.8692220969560316,
1044
+ "eval_runtime": 20.3891,
1045
+ "eval_samples_per_second": 87.007,
1046
+ "eval_steps_per_second": 1.373,
1047
  "step": 1312
1048
  },
1049
  {
1050
  "epoch": 21.12,
1051
  "learning_rate": 1.6129032258064517e-05,
1052
+ "loss": 0.264,
1053
  "step": 1320
1054
  },
1055
  {
1056
  "epoch": 21.28,
1057
  "learning_rate": 1.5830346475507768e-05,
1058
+ "loss": 0.2988,
1059
  "step": 1330
1060
  },
1061
  {
1062
  "epoch": 21.44,
1063
  "learning_rate": 1.5531660692951016e-05,
1064
+ "loss": 0.2791,
1065
  "step": 1340
1066
  },
1067
  {
1068
  "epoch": 21.6,
1069
  "learning_rate": 1.5232974910394265e-05,
1070
+ "loss": 0.2752,
1071
  "step": 1350
1072
  },
1073
  {
1074
  "epoch": 21.76,
1075
  "learning_rate": 1.4934289127837516e-05,
1076
+ "loss": 0.2951,
1077
  "step": 1360
1078
  },
1079
  {
1080
  "epoch": 21.92,
1081
  "learning_rate": 1.4635603345280766e-05,
1082
+ "loss": 0.3106,
1083
  "step": 1370
1084
  },
1085
  {
1086
  "epoch": 22.0,
1087
+ "eval_accuracy": 0.8720405862457723,
1088
+ "eval_f1": 0.8697045943993428,
1089
+ "eval_loss": 0.46684855222702026,
1090
+ "eval_precision": 0.8735129823417541,
1091
+ "eval_recall": 0.8720405862457723,
1092
+ "eval_runtime": 20.2446,
1093
+ "eval_samples_per_second": 87.628,
1094
+ "eval_steps_per_second": 1.383,
1095
  "step": 1375
1096
  },
1097
  {
1098
  "epoch": 22.08,
1099
  "learning_rate": 1.4336917562724014e-05,
1100
+ "loss": 0.2785,
1101
  "step": 1380
1102
  },
1103
  {
1104
  "epoch": 22.24,
1105
  "learning_rate": 1.4038231780167265e-05,
1106
+ "loss": 0.2497,
1107
  "step": 1390
1108
  },
1109
  {
1110
  "epoch": 22.4,
1111
  "learning_rate": 1.3739545997610515e-05,
1112
+ "loss": 0.271,
1113
  "step": 1400
1114
  },
1115
  {
1116
  "epoch": 22.56,
1117
  "learning_rate": 1.3440860215053763e-05,
1118
+ "loss": 0.2669,
1119
  "step": 1410
1120
  },
1121
  {
1122
  "epoch": 22.72,
1123
  "learning_rate": 1.3142174432497015e-05,
1124
+ "loss": 0.2902,
1125
  "step": 1420
1126
  },
1127
  {
1128
  "epoch": 22.88,
1129
  "learning_rate": 1.2843488649940263e-05,
1130
+ "loss": 0.2785,
1131
  "step": 1430
1132
  },
1133
  {
1134
  "epoch": 22.99,
1135
+ "eval_accuracy": 0.8664036076662909,
1136
+ "eval_f1": 0.8650179335723731,
1137
+ "eval_loss": 0.4899463355541229,
1138
+ "eval_precision": 0.8648934026739133,
1139
+ "eval_recall": 0.8664036076662909,
1140
+ "eval_runtime": 20.4182,
1141
+ "eval_samples_per_second": 86.883,
1142
+ "eval_steps_per_second": 1.371,
1143
  "step": 1437
1144
  },
1145
  {
1146
  "epoch": 23.04,
1147
  "learning_rate": 1.2544802867383513e-05,
1148
+ "loss": 0.271,
1149
  "step": 1440
1150
  },
1151
  {
1152
  "epoch": 23.2,
1153
  "learning_rate": 1.2246117084826763e-05,
1154
+ "loss": 0.2591,
1155
  "step": 1450
1156
  },
1157
  {
1158
  "epoch": 23.36,
1159
  "learning_rate": 1.1947431302270013e-05,
1160
+ "loss": 0.2653,
1161
  "step": 1460
1162
  },
1163
  {
1164
  "epoch": 23.52,
1165
  "learning_rate": 1.1648745519713262e-05,
1166
+ "loss": 0.2565,
1167
  "step": 1470
1168
  },
1169
  {
1170
  "epoch": 23.68,
1171
  "learning_rate": 1.135005973715651e-05,
1172
+ "loss": 0.3026,
1173
  "step": 1480
1174
  },
1175
  {
1176
  "epoch": 23.84,
1177
  "learning_rate": 1.1051373954599762e-05,
1178
+ "loss": 0.2407,
1179
  "step": 1490
1180
  },
1181
  {
1182
  "epoch": 24.0,
1183
  "learning_rate": 1.0752688172043012e-05,
1184
+ "loss": 0.2635,
1185
  "step": 1500
1186
  },
1187
  {
1188
  "epoch": 24.0,
1189
+ "eval_accuracy": 0.8771138669673055,
1190
+ "eval_f1": 0.8763612695467919,
1191
+ "eval_loss": 0.504653811454773,
1192
+ "eval_precision": 0.876976426956828,
1193
+ "eval_recall": 0.8771138669673055,
1194
+ "eval_runtime": 20.2466,
1195
+ "eval_samples_per_second": 87.62,
1196
+ "eval_steps_per_second": 1.383,
1197
  "step": 1500
1198
  },
1199
  {
1200
  "epoch": 24.16,
1201
  "learning_rate": 1.0454002389486262e-05,
1202
+ "loss": 0.2648,
1203
  "step": 1510
1204
  },
1205
  {
1206
  "epoch": 24.32,
1207
  "learning_rate": 1.015531660692951e-05,
1208
+ "loss": 0.2841,
1209
  "step": 1520
1210
  },
1211
  {
1212
  "epoch": 24.48,
1213
  "learning_rate": 9.856630824372761e-06,
1214
+ "loss": 0.2612,
1215
  "step": 1530
1216
  },
1217
  {
1218
  "epoch": 24.64,
1219
  "learning_rate": 9.557945041816011e-06,
1220
+ "loss": 0.2424,
1221
  "step": 1540
1222
  },
1223
  {
1224
  "epoch": 24.8,
1225
  "learning_rate": 9.259259259259259e-06,
1226
+ "loss": 0.2526,
1227
  "step": 1550
1228
  },
1229
  {
1230
  "epoch": 24.96,
1231
  "learning_rate": 8.960573476702509e-06,
1232
+ "loss": 0.2573,
1233
  "step": 1560
1234
  },
1235
  {
1236
  "epoch": 24.99,
1237
  "eval_accuracy": 0.8731679819616686,
1238
+ "eval_f1": 0.8723430758853087,
1239
+ "eval_loss": 0.5143887996673584,
1240
+ "eval_precision": 0.8730497906001137,
1241
  "eval_recall": 0.8731679819616686,
1242
+ "eval_runtime": 20.413,
1243
+ "eval_samples_per_second": 86.905,
1244
+ "eval_steps_per_second": 1.372,
1245
  "step": 1562
1246
  },
1247
  {
1248
  "epoch": 25.12,
1249
  "learning_rate": 8.661887694145759e-06,
1250
+ "loss": 0.2383,
1251
  "step": 1570
1252
  },
1253
  {
1254
  "epoch": 25.28,
1255
  "learning_rate": 8.363201911589009e-06,
1256
+ "loss": 0.2333,
1257
  "step": 1580
1258
  },
1259
  {
1260
  "epoch": 25.44,
1261
  "learning_rate": 8.064516129032258e-06,
1262
+ "loss": 0.2457,
1263
  "step": 1590
1264
  },
1265
  {
1266
  "epoch": 25.6,
1267
  "learning_rate": 7.765830346475508e-06,
1268
+ "loss": 0.2511,
1269
  "step": 1600
1270
  },
1271
  {
1272
  "epoch": 25.76,
1273
  "learning_rate": 7.467144563918758e-06,
1274
+ "loss": 0.2418,
1275
  "step": 1610
1276
  },
1277
  {
1278
  "epoch": 25.92,
1279
  "learning_rate": 7.168458781362007e-06,
1280
+ "loss": 0.238,
1281
  "step": 1620
1282
  },
1283
  {
1284
  "epoch": 26.0,
1285
+ "eval_accuracy": 0.8731679819616686,
1286
+ "eval_f1": 0.8723379052285479,
1287
+ "eval_loss": 0.5011782050132751,
1288
+ "eval_precision": 0.8729235351972313,
1289
+ "eval_recall": 0.8731679819616686,
1290
+ "eval_runtime": 20.3366,
1291
+ "eval_samples_per_second": 87.232,
1292
+ "eval_steps_per_second": 1.377,
1293
  "step": 1625
1294
  },
1295
  {
1296
  "epoch": 26.08,
1297
  "learning_rate": 6.869772998805258e-06,
1298
+ "loss": 0.2516,
1299
  "step": 1630
1300
  },
1301
  {
1302
  "epoch": 26.24,
1303
  "learning_rate": 6.5710872162485075e-06,
1304
+ "loss": 0.2638,
1305
  "step": 1640
1306
  },
1307
  {
1308
  "epoch": 26.4,
1309
  "learning_rate": 6.2724014336917564e-06,
1310
+ "loss": 0.2466,
1311
  "step": 1650
1312
  },
1313
  {
1314
  "epoch": 26.56,
1315
  "learning_rate": 5.973715651135006e-06,
1316
+ "loss": 0.2488,
1317
  "step": 1660
1318
  },
1319
  {
1320
  "epoch": 26.72,
1321
  "learning_rate": 5.675029868578255e-06,
1322
+ "loss": 0.2501,
1323
  "step": 1670
1324
  },
1325
  {
1326
  "epoch": 26.88,
1327
  "learning_rate": 5.376344086021506e-06,
1328
+ "loss": 0.2358,
1329
  "step": 1680
1330
  },
1331
  {
1332
  "epoch": 26.99,
1333
+ "eval_accuracy": 0.8680947012401353,
1334
+ "eval_f1": 0.8689653316515467,
1335
+ "eval_loss": 0.5020974278450012,
1336
+ "eval_precision": 0.8709452040009005,
1337
+ "eval_recall": 0.8680947012401353,
1338
+ "eval_runtime": 20.3484,
1339
+ "eval_samples_per_second": 87.181,
1340
+ "eval_steps_per_second": 1.376,
1341
  "step": 1687
1342
  },
1343
  {
1344
  "epoch": 27.04,
1345
  "learning_rate": 5.077658303464755e-06,
1346
+ "loss": 0.2485,
1347
  "step": 1690
1348
  },
1349
  {
1350
  "epoch": 27.2,
1351
  "learning_rate": 4.7789725209080055e-06,
1352
+ "loss": 0.2387,
1353
  "step": 1700
1354
  },
1355
  {
1356
  "epoch": 27.36,
1357
  "learning_rate": 4.4802867383512545e-06,
1358
+ "loss": 0.2627,
1359
  "step": 1710
1360
  },
1361
  {
1362
  "epoch": 27.52,
1363
  "learning_rate": 4.181600955794504e-06,
1364
+ "loss": 0.2423,
1365
  "step": 1720
1366
  },
1367
  {
1368
  "epoch": 27.68,
1369
  "learning_rate": 3.882915173237754e-06,
1370
+ "loss": 0.2168,
1371
  "step": 1730
1372
  },
1373
  {
1374
  "epoch": 27.84,
1375
  "learning_rate": 3.5842293906810035e-06,
1376
+ "loss": 0.2457,
1377
  "step": 1740
1378
  },
1379
  {
1380
  "epoch": 28.0,
1381
  "learning_rate": 3.2855436081242537e-06,
1382
+ "loss": 0.2624,
1383
  "step": 1750
1384
  },
1385
  {
1386
  "epoch": 28.0,
1387
+ "eval_accuracy": 0.8714768883878241,
1388
+ "eval_f1": 0.8705010857171599,
1389
+ "eval_loss": 0.5153811573982239,
1390
+ "eval_precision": 0.8711442779545009,
1391
+ "eval_recall": 0.8714768883878241,
1392
+ "eval_runtime": 20.3426,
1393
+ "eval_samples_per_second": 87.206,
1394
+ "eval_steps_per_second": 1.376,
1395
  "step": 1750
1396
  },
1397
  {
1398
  "epoch": 28.16,
1399
  "learning_rate": 2.986857825567503e-06,
1400
+ "loss": 0.2325,
1401
  "step": 1760
1402
  },
1403
  {
1404
  "epoch": 28.32,
1405
  "learning_rate": 2.688172043010753e-06,
1406
+ "loss": 0.2322,
1407
  "step": 1770
1408
  },
1409
  {
1410
  "epoch": 28.48,
1411
  "learning_rate": 2.3894862604540028e-06,
1412
+ "loss": 0.2338,
1413
  "step": 1780
1414
  },
1415
  {
1416
  "epoch": 28.64,
1417
  "learning_rate": 2.090800477897252e-06,
1418
+ "loss": 0.2369,
1419
  "step": 1790
1420
  },
1421
  {
1422
  "epoch": 28.8,
1423
  "learning_rate": 1.7921146953405017e-06,
1424
+ "loss": 0.2411,
1425
  "step": 1800
1426
  },
1427
  {
1428
  "epoch": 28.96,
1429
  "learning_rate": 1.4934289127837516e-06,
1430
+ "loss": 0.229,
1431
  "step": 1810
1432
  },
1433
  {
1434
  "epoch": 28.99,
1435
+ "eval_accuracy": 0.8697857948139797,
1436
+ "eval_f1": 0.8688785631441139,
1437
+ "eval_loss": 0.5087461471557617,
1438
+ "eval_precision": 0.8689827060163148,
1439
+ "eval_recall": 0.8697857948139797,
1440
+ "eval_runtime": 20.3356,
1441
+ "eval_samples_per_second": 87.236,
1442
+ "eval_steps_per_second": 1.377,
1443
  "step": 1812
1444
  },
1445
  {
1446
  "epoch": 29.12,
1447
  "learning_rate": 1.1947431302270014e-06,
1448
+ "loss": 0.2294,
1449
  "step": 1820
1450
  },
1451
  {
1452
  "epoch": 29.28,
1453
  "learning_rate": 8.960573476702509e-07,
1454
+ "loss": 0.2204,
1455
  "step": 1830
1456
  },
1457
  {
1458
  "epoch": 29.44,
1459
  "learning_rate": 5.973715651135007e-07,
1460
+ "loss": 0.2333,
1461
  "step": 1840
1462
  },
1463
  {
1464
  "epoch": 29.6,
1465
  "learning_rate": 2.9868578255675034e-07,
1466
+ "loss": 0.2318,
1467
  "step": 1850
1468
  },
1469
  {
1470
  "epoch": 29.76,
1471
  "learning_rate": 0.0,
1472
+ "loss": 0.227,
1473
  "step": 1860
1474
  },
1475
  {
1476
  "epoch": 29.76,
1477
+ "eval_accuracy": 0.8726042841037204,
1478
+ "eval_f1": 0.8717555506591466,
1479
+ "eval_loss": 0.5103979706764221,
1480
+ "eval_precision": 0.8725193765632475,
1481
+ "eval_recall": 0.8726042841037204,
1482
+ "eval_runtime": 20.3868,
1483
+ "eval_samples_per_second": 87.017,
1484
+ "eval_steps_per_second": 1.373,
1485
  "step": 1860
1486
  },
1487
  {
1488
  "epoch": 29.76,
1489
  "step": 1860,
1490
  "total_flos": 1.3006759802108989e+20,
1491
+ "train_loss": 0.46387748141442575,
1492
+ "train_runtime": 12364.2089,
1493
+ "train_samples_per_second": 38.73,
1494
  "train_steps_per_second": 0.15
1495
  }
1496
  ],