andrecastro commited on
Commit
62f6163
1 Parent(s): 6eefd41

End of training

Browse files
all_results.json CHANGED
@@ -1,8 +1,13 @@
1
  {
2
  "epoch": 3.0,
 
 
 
 
 
3
  "total_flos": 7.802294942660198e+17,
4
- "train_loss": 0.10781273749352231,
5
- "train_runtime": 1166.1109,
6
- "train_samples_per_second": 26.938,
7
- "train_steps_per_second": 0.841
8
  }
 
1
  {
2
  "epoch": 3.0,
3
+ "eval_accuracy": 0.9748217468805704,
4
+ "eval_loss": 0.07243592292070389,
5
+ "eval_runtime": 93.0095,
6
+ "eval_samples_per_second": 48.253,
7
+ "eval_steps_per_second": 6.032,
8
  "total_flos": 7.802294942660198e+17,
9
+ "train_loss": 0.1717462847037782,
10
+ "train_runtime": 1149.2673,
11
+ "train_samples_per_second": 27.333,
12
+ "train_steps_per_second": 0.854
13
  }
eval_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 2.99,
3
- "eval_accuracy": 0.7149341806627326,
4
- "eval_loss": 1.1311845779418945,
5
- "eval_runtime": 48.1534,
6
- "eval_samples_per_second": 45.75,
7
- "eval_steps_per_second": 5.732
8
  }
 
1
  {
2
+ "epoch": 3.0,
3
+ "eval_accuracy": 0.9748217468805704,
4
+ "eval_loss": 0.07243592292070389,
5
+ "eval_runtime": 93.0095,
6
+ "eval_samples_per_second": 48.253,
7
+ "eval_steps_per_second": 6.032
8
  }
runs/Dec01_11-46-25_60219a931eda/events.out.tfevents.1701432437.60219a931eda.802.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:77d2010f6f9fa4567f38414f99ce2d1c3e846f2465fdb1f285ea43973a021969
3
+ size 411
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 3.0,
3
  "total_flos": 7.802294942660198e+17,
4
- "train_loss": 0.10781273749352231,
5
- "train_runtime": 1166.1109,
6
- "train_samples_per_second": 26.938,
7
- "train_steps_per_second": 0.841
8
  }
 
1
  {
2
  "epoch": 3.0,
3
  "total_flos": 7.802294942660198e+17,
4
+ "train_loss": 0.1717462847037782,
5
+ "train_runtime": 1149.2673,
6
+ "train_samples_per_second": 27.333,
7
+ "train_steps_per_second": 0.854
8
  }
trainer_state.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "best_metric": 0.4977718360071301,
3
  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-981",
4
  "epoch": 2.9977081741787623,
5
  "eval_steps": 500,
@@ -11,626 +11,626 @@
11
  {
12
  "epoch": 0.03,
13
  "learning_rate": 5.050505050505051e-06,
14
- "loss": 0.7223,
15
  "step": 10
16
  },
17
  {
18
  "epoch": 0.06,
19
  "learning_rate": 1.0101010101010101e-05,
20
- "loss": 0.5894,
21
  "step": 20
22
  },
23
  {
24
  "epoch": 0.09,
25
  "learning_rate": 1.5151515151515153e-05,
26
- "loss": 0.5223,
27
  "step": 30
28
  },
29
  {
30
  "epoch": 0.12,
31
  "learning_rate": 2.0202020202020203e-05,
32
- "loss": 0.3961,
33
  "step": 40
34
  },
35
  {
36
  "epoch": 0.15,
37
  "learning_rate": 2.5252525252525256e-05,
38
- "loss": 0.2271,
39
  "step": 50
40
  },
41
  {
42
  "epoch": 0.18,
43
  "learning_rate": 3.0303030303030306e-05,
44
- "loss": 0.2569,
45
  "step": 60
46
  },
47
  {
48
  "epoch": 0.21,
49
  "learning_rate": 3.535353535353535e-05,
50
- "loss": 0.2645,
51
  "step": 70
52
  },
53
  {
54
  "epoch": 0.24,
55
  "learning_rate": 4.0404040404040405e-05,
56
- "loss": 0.2135,
57
  "step": 80
58
  },
59
  {
60
  "epoch": 0.28,
61
  "learning_rate": 4.545454545454546e-05,
62
- "loss": 0.2693,
63
  "step": 90
64
  },
65
  {
66
  "epoch": 0.31,
67
  "learning_rate": 4.9943310657596374e-05,
68
- "loss": 0.2309,
69
  "step": 100
70
  },
71
  {
72
  "epoch": 0.34,
73
  "learning_rate": 4.937641723356009e-05,
74
- "loss": 0.2259,
75
  "step": 110
76
  },
77
  {
78
  "epoch": 0.37,
79
  "learning_rate": 4.880952380952381e-05,
80
- "loss": 0.1783,
81
  "step": 120
82
  },
83
  {
84
  "epoch": 0.4,
85
  "learning_rate": 4.8242630385487533e-05,
86
- "loss": 0.1395,
87
  "step": 130
88
  },
89
  {
90
  "epoch": 0.43,
91
  "learning_rate": 4.767573696145125e-05,
92
- "loss": 0.1071,
93
  "step": 140
94
  },
95
  {
96
  "epoch": 0.46,
97
  "learning_rate": 4.710884353741497e-05,
98
- "loss": 0.1412,
99
  "step": 150
100
  },
101
  {
102
  "epoch": 0.49,
103
  "learning_rate": 4.6541950113378686e-05,
104
- "loss": 0.1191,
105
  "step": 160
106
  },
107
  {
108
  "epoch": 0.52,
109
  "learning_rate": 4.597505668934241e-05,
110
- "loss": 0.1826,
111
  "step": 170
112
  },
113
  {
114
  "epoch": 0.55,
115
  "learning_rate": 4.5408163265306124e-05,
116
- "loss": 0.0926,
117
  "step": 180
118
  },
119
  {
120
  "epoch": 0.58,
121
  "learning_rate": 4.4841269841269846e-05,
122
- "loss": 0.1381,
123
  "step": 190
124
  },
125
  {
126
  "epoch": 0.61,
127
  "learning_rate": 4.427437641723356e-05,
128
- "loss": 0.1393,
129
  "step": 200
130
  },
131
  {
132
  "epoch": 0.64,
133
  "learning_rate": 4.3707482993197277e-05,
134
- "loss": 0.09,
135
  "step": 210
136
  },
137
  {
138
  "epoch": 0.67,
139
  "learning_rate": 4.3140589569161e-05,
140
- "loss": 0.094,
141
  "step": 220
142
  },
143
  {
144
  "epoch": 0.7,
145
  "learning_rate": 4.257369614512472e-05,
146
- "loss": 0.0559,
147
  "step": 230
148
  },
149
  {
150
  "epoch": 0.73,
151
  "learning_rate": 4.200680272108844e-05,
152
- "loss": 0.0824,
153
  "step": 240
154
  },
155
  {
156
  "epoch": 0.76,
157
  "learning_rate": 4.143990929705215e-05,
158
- "loss": 0.1044,
159
  "step": 250
160
  },
161
  {
162
  "epoch": 0.79,
163
  "learning_rate": 4.0873015873015874e-05,
164
- "loss": 0.131,
165
  "step": 260
166
  },
167
  {
168
  "epoch": 0.83,
169
  "learning_rate": 4.0306122448979596e-05,
170
- "loss": 0.1231,
171
  "step": 270
172
  },
173
  {
174
  "epoch": 0.86,
175
  "learning_rate": 3.973922902494331e-05,
176
- "loss": 0.0515,
177
  "step": 280
178
  },
179
  {
180
  "epoch": 0.89,
181
  "learning_rate": 3.9172335600907026e-05,
182
- "loss": 0.1542,
183
  "step": 290
184
  },
185
  {
186
  "epoch": 0.92,
187
  "learning_rate": 3.860544217687075e-05,
188
- "loss": 0.0938,
189
  "step": 300
190
  },
191
  {
192
  "epoch": 0.95,
193
  "learning_rate": 3.803854875283447e-05,
194
- "loss": 0.1027,
195
  "step": 310
196
  },
197
  {
198
  "epoch": 0.98,
199
  "learning_rate": 3.7471655328798186e-05,
200
- "loss": 0.0957,
201
  "step": 320
202
  },
203
  {
204
  "epoch": 1.0,
205
- "eval_accuracy": 0.49264705882352944,
206
- "eval_loss": 3.222269058227539,
207
- "eval_runtime": 122.6031,
208
- "eval_samples_per_second": 36.606,
209
- "eval_steps_per_second": 4.576,
210
  "step": 327
211
  },
212
  {
213
  "epoch": 1.01,
214
  "learning_rate": 3.690476190476191e-05,
215
- "loss": 0.0376,
216
  "step": 330
217
  },
218
  {
219
  "epoch": 1.04,
220
  "learning_rate": 3.633786848072562e-05,
221
- "loss": 0.061,
222
  "step": 340
223
  },
224
  {
225
  "epoch": 1.07,
226
  "learning_rate": 3.5770975056689345e-05,
227
- "loss": 0.0793,
228
  "step": 350
229
  },
230
  {
231
  "epoch": 1.1,
232
  "learning_rate": 3.520408163265306e-05,
233
- "loss": 0.1357,
234
  "step": 360
235
  },
236
  {
237
  "epoch": 1.13,
238
  "learning_rate": 3.463718820861678e-05,
239
- "loss": 0.0869,
240
  "step": 370
241
  },
242
  {
243
  "epoch": 1.16,
244
  "learning_rate": 3.4070294784580505e-05,
245
- "loss": 0.0761,
246
  "step": 380
247
  },
248
  {
249
  "epoch": 1.19,
250
  "learning_rate": 3.350340136054422e-05,
251
- "loss": 0.201,
252
  "step": 390
253
  },
254
  {
255
  "epoch": 1.22,
256
  "learning_rate": 3.2936507936507936e-05,
257
- "loss": 0.0895,
258
  "step": 400
259
  },
260
  {
261
  "epoch": 1.25,
262
  "learning_rate": 3.236961451247166e-05,
263
- "loss": 0.0954,
264
  "step": 410
265
  },
266
  {
267
  "epoch": 1.28,
268
  "learning_rate": 3.180272108843538e-05,
269
- "loss": 0.0771,
270
  "step": 420
271
  },
272
  {
273
  "epoch": 1.31,
274
  "learning_rate": 3.1235827664399095e-05,
275
- "loss": 0.0845,
276
  "step": 430
277
  },
278
  {
279
  "epoch": 1.34,
280
  "learning_rate": 3.066893424036281e-05,
281
- "loss": 0.0921,
282
  "step": 440
283
  },
284
  {
285
  "epoch": 1.38,
286
  "learning_rate": 3.0102040816326533e-05,
287
- "loss": 0.0494,
288
  "step": 450
289
  },
290
  {
291
  "epoch": 1.41,
292
  "learning_rate": 2.953514739229025e-05,
293
- "loss": 0.0674,
294
  "step": 460
295
  },
296
  {
297
  "epoch": 1.44,
298
  "learning_rate": 2.8968253968253974e-05,
299
- "loss": 0.0761,
300
  "step": 470
301
  },
302
  {
303
  "epoch": 1.47,
304
  "learning_rate": 2.8401360544217685e-05,
305
- "loss": 0.1304,
306
  "step": 480
307
  },
308
  {
309
  "epoch": 1.5,
310
  "learning_rate": 2.7834467120181408e-05,
311
- "loss": 0.0656,
312
  "step": 490
313
  },
314
  {
315
  "epoch": 1.53,
316
  "learning_rate": 2.7267573696145126e-05,
317
- "loss": 0.0846,
318
  "step": 500
319
  },
320
  {
321
  "epoch": 1.56,
322
  "learning_rate": 2.6700680272108845e-05,
323
- "loss": 0.1056,
324
  "step": 510
325
  },
326
  {
327
  "epoch": 1.59,
328
  "learning_rate": 2.613378684807256e-05,
329
- "loss": 0.0988,
330
  "step": 520
331
  },
332
  {
333
  "epoch": 1.62,
334
  "learning_rate": 2.5566893424036282e-05,
335
- "loss": 0.0296,
336
  "step": 530
337
  },
338
  {
339
  "epoch": 1.65,
340
  "learning_rate": 2.5e-05,
341
- "loss": 0.046,
342
  "step": 540
343
  },
344
  {
345
  "epoch": 1.68,
346
  "learning_rate": 2.443310657596372e-05,
347
- "loss": 0.0415,
348
  "step": 550
349
  },
350
  {
351
  "epoch": 1.71,
352
  "learning_rate": 2.386621315192744e-05,
353
- "loss": 0.0348,
354
  "step": 560
355
  },
356
  {
357
  "epoch": 1.74,
358
  "learning_rate": 2.3299319727891157e-05,
359
- "loss": 0.0361,
360
  "step": 570
361
  },
362
  {
363
  "epoch": 1.77,
364
  "learning_rate": 2.2732426303854876e-05,
365
- "loss": 0.0803,
366
  "step": 580
367
  },
368
  {
369
  "epoch": 1.8,
370
  "learning_rate": 2.2165532879818595e-05,
371
- "loss": 0.0903,
372
  "step": 590
373
  },
374
  {
375
  "epoch": 1.83,
376
  "learning_rate": 2.1598639455782314e-05,
377
- "loss": 0.0534,
378
  "step": 600
379
  },
380
  {
381
  "epoch": 1.86,
382
  "learning_rate": 2.1031746031746032e-05,
383
- "loss": 0.0729,
384
  "step": 610
385
  },
386
  {
387
  "epoch": 1.89,
388
  "learning_rate": 2.046485260770975e-05,
389
- "loss": 0.0717,
390
  "step": 620
391
  },
392
  {
393
  "epoch": 1.93,
394
  "learning_rate": 1.989795918367347e-05,
395
- "loss": 0.0589,
396
  "step": 630
397
  },
398
  {
399
  "epoch": 1.96,
400
  "learning_rate": 1.9331065759637192e-05,
401
- "loss": 0.0643,
402
  "step": 640
403
  },
404
  {
405
  "epoch": 1.99,
406
  "learning_rate": 1.8764172335600907e-05,
407
- "loss": 0.1091,
408
  "step": 650
409
  },
410
  {
411
  "epoch": 2.0,
412
- "eval_accuracy": 0.4801693404634581,
413
- "eval_loss": 4.671401500701904,
414
- "eval_runtime": 120.4302,
415
- "eval_samples_per_second": 37.266,
416
- "eval_steps_per_second": 4.658,
417
  "step": 654
418
  },
419
  {
420
  "epoch": 2.02,
421
  "learning_rate": 1.8197278911564626e-05,
422
- "loss": 0.0499,
423
  "step": 660
424
  },
425
  {
426
  "epoch": 2.05,
427
  "learning_rate": 1.7630385487528345e-05,
428
- "loss": 0.0436,
429
  "step": 670
430
  },
431
  {
432
  "epoch": 2.08,
433
  "learning_rate": 1.7063492063492063e-05,
434
- "loss": 0.0802,
435
  "step": 680
436
  },
437
  {
438
  "epoch": 2.11,
439
  "learning_rate": 1.6496598639455782e-05,
440
- "loss": 0.0561,
441
  "step": 690
442
  },
443
  {
444
  "epoch": 2.14,
445
  "learning_rate": 1.59297052154195e-05,
446
- "loss": 0.0556,
447
  "step": 700
448
  },
449
  {
450
  "epoch": 2.17,
451
  "learning_rate": 1.5362811791383223e-05,
452
- "loss": 0.0532,
453
  "step": 710
454
  },
455
  {
456
  "epoch": 2.2,
457
  "learning_rate": 1.479591836734694e-05,
458
- "loss": 0.1091,
459
  "step": 720
460
  },
461
  {
462
  "epoch": 2.23,
463
  "learning_rate": 1.4229024943310659e-05,
464
- "loss": 0.0926,
465
  "step": 730
466
  },
467
  {
468
  "epoch": 2.26,
469
  "learning_rate": 1.3662131519274376e-05,
470
- "loss": 0.0505,
471
  "step": 740
472
  },
473
  {
474
  "epoch": 2.29,
475
  "learning_rate": 1.3095238095238096e-05,
476
- "loss": 0.0551,
477
  "step": 750
478
  },
479
  {
480
  "epoch": 2.32,
481
  "learning_rate": 1.2528344671201813e-05,
482
- "loss": 0.043,
483
  "step": 760
484
  },
485
  {
486
  "epoch": 2.35,
487
  "learning_rate": 1.1961451247165534e-05,
488
- "loss": 0.024,
489
  "step": 770
490
  },
491
  {
492
  "epoch": 2.38,
493
  "learning_rate": 1.1394557823129252e-05,
494
- "loss": 0.0628,
495
  "step": 780
496
  },
497
  {
498
  "epoch": 2.41,
499
  "learning_rate": 1.0827664399092971e-05,
500
- "loss": 0.0504,
501
  "step": 790
502
  },
503
  {
504
  "epoch": 2.44,
505
  "learning_rate": 1.026077097505669e-05,
506
- "loss": 0.0302,
507
  "step": 800
508
  },
509
  {
510
  "epoch": 2.48,
511
  "learning_rate": 9.693877551020408e-06,
512
- "loss": 0.0599,
513
  "step": 810
514
  },
515
  {
516
  "epoch": 2.51,
517
  "learning_rate": 9.126984126984127e-06,
518
- "loss": 0.0641,
519
  "step": 820
520
  },
521
  {
522
  "epoch": 2.54,
523
  "learning_rate": 8.560090702947846e-06,
524
- "loss": 0.0526,
525
  "step": 830
526
  },
527
  {
528
  "epoch": 2.57,
529
  "learning_rate": 7.993197278911566e-06,
530
- "loss": 0.0291,
531
  "step": 840
532
  },
533
  {
534
  "epoch": 2.6,
535
  "learning_rate": 7.426303854875284e-06,
536
- "loss": 0.0375,
537
  "step": 850
538
  },
539
  {
540
  "epoch": 2.63,
541
  "learning_rate": 6.859410430839003e-06,
542
- "loss": 0.0495,
543
  "step": 860
544
  },
545
  {
546
  "epoch": 2.66,
547
  "learning_rate": 6.292517006802722e-06,
548
- "loss": 0.0608,
549
  "step": 870
550
  },
551
  {
552
  "epoch": 2.69,
553
  "learning_rate": 5.72562358276644e-06,
554
- "loss": 0.0423,
555
  "step": 880
556
  },
557
  {
558
  "epoch": 2.72,
559
  "learning_rate": 5.158730158730159e-06,
560
- "loss": 0.0195,
561
  "step": 890
562
  },
563
  {
564
  "epoch": 2.75,
565
  "learning_rate": 4.591836734693878e-06,
566
- "loss": 0.0247,
567
  "step": 900
568
  },
569
  {
570
  "epoch": 2.78,
571
  "learning_rate": 4.0249433106575965e-06,
572
- "loss": 0.0262,
573
  "step": 910
574
  },
575
  {
576
  "epoch": 2.81,
577
  "learning_rate": 3.4580498866213153e-06,
578
- "loss": 0.0572,
579
  "step": 920
580
  },
581
  {
582
  "epoch": 2.84,
583
  "learning_rate": 2.8911564625850344e-06,
584
- "loss": 0.0398,
585
  "step": 930
586
  },
587
  {
588
  "epoch": 2.87,
589
  "learning_rate": 2.3242630385487527e-06,
590
- "loss": 0.0249,
591
  "step": 940
592
  },
593
  {
594
  "epoch": 2.9,
595
  "learning_rate": 1.7573696145124719e-06,
596
- "loss": 0.0677,
597
  "step": 950
598
  },
599
  {
600
  "epoch": 2.93,
601
  "learning_rate": 1.1904761904761904e-06,
602
- "loss": 0.0651,
603
  "step": 960
604
  },
605
  {
606
  "epoch": 2.96,
607
  "learning_rate": 6.235827664399093e-07,
608
- "loss": 0.0562,
609
  "step": 970
610
  },
611
  {
612
  "epoch": 2.99,
613
  "learning_rate": 5.668934240362812e-08,
614
- "loss": 0.0173,
615
  "step": 980
616
  },
617
  {
618
  "epoch": 3.0,
619
- "eval_accuracy": 0.4977718360071301,
620
- "eval_loss": 5.369597434997559,
621
- "eval_runtime": 121.8488,
622
- "eval_samples_per_second": 36.833,
623
- "eval_steps_per_second": 4.604,
624
  "step": 981
625
  },
626
  {
627
  "epoch": 3.0,
628
  "step": 981,
629
  "total_flos": 7.802294942660198e+17,
630
- "train_loss": 0.10781273749352231,
631
- "train_runtime": 1166.1109,
632
- "train_samples_per_second": 26.938,
633
- "train_steps_per_second": 0.841
634
  }
635
  ],
636
  "logging_steps": 10,
 
1
  {
2
+ "best_metric": 0.9748217468805704,
3
  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-981",
4
  "epoch": 2.9977081741787623,
5
  "eval_steps": 500,
 
11
  {
12
  "epoch": 0.03,
13
  "learning_rate": 5.050505050505051e-06,
14
+ "loss": 0.7371,
15
  "step": 10
16
  },
17
  {
18
  "epoch": 0.06,
19
  "learning_rate": 1.0101010101010101e-05,
20
+ "loss": 0.6829,
21
  "step": 20
22
  },
23
  {
24
  "epoch": 0.09,
25
  "learning_rate": 1.5151515151515153e-05,
26
+ "loss": 0.5747,
27
  "step": 30
28
  },
29
  {
30
  "epoch": 0.12,
31
  "learning_rate": 2.0202020202020203e-05,
32
+ "loss": 0.4919,
33
  "step": 40
34
  },
35
  {
36
  "epoch": 0.15,
37
  "learning_rate": 2.5252525252525256e-05,
38
+ "loss": 0.3879,
39
  "step": 50
40
  },
41
  {
42
  "epoch": 0.18,
43
  "learning_rate": 3.0303030303030306e-05,
44
+ "loss": 0.3731,
45
  "step": 60
46
  },
47
  {
48
  "epoch": 0.21,
49
  "learning_rate": 3.535353535353535e-05,
50
+ "loss": 0.2958,
51
  "step": 70
52
  },
53
  {
54
  "epoch": 0.24,
55
  "learning_rate": 4.0404040404040405e-05,
56
+ "loss": 0.3414,
57
  "step": 80
58
  },
59
  {
60
  "epoch": 0.28,
61
  "learning_rate": 4.545454545454546e-05,
62
+ "loss": 0.3495,
63
  "step": 90
64
  },
65
  {
66
  "epoch": 0.31,
67
  "learning_rate": 4.9943310657596374e-05,
68
+ "loss": 0.2958,
69
  "step": 100
70
  },
71
  {
72
  "epoch": 0.34,
73
  "learning_rate": 4.937641723356009e-05,
74
+ "loss": 0.3242,
75
  "step": 110
76
  },
77
  {
78
  "epoch": 0.37,
79
  "learning_rate": 4.880952380952381e-05,
80
+ "loss": 0.3561,
81
  "step": 120
82
  },
83
  {
84
  "epoch": 0.4,
85
  "learning_rate": 4.8242630385487533e-05,
86
+ "loss": 0.2808,
87
  "step": 130
88
  },
89
  {
90
  "epoch": 0.43,
91
  "learning_rate": 4.767573696145125e-05,
92
+ "loss": 0.2741,
93
  "step": 140
94
  },
95
  {
96
  "epoch": 0.46,
97
  "learning_rate": 4.710884353741497e-05,
98
+ "loss": 0.2439,
99
  "step": 150
100
  },
101
  {
102
  "epoch": 0.49,
103
  "learning_rate": 4.6541950113378686e-05,
104
+ "loss": 0.2174,
105
  "step": 160
106
  },
107
  {
108
  "epoch": 0.52,
109
  "learning_rate": 4.597505668934241e-05,
110
+ "loss": 0.1839,
111
  "step": 170
112
  },
113
  {
114
  "epoch": 0.55,
115
  "learning_rate": 4.5408163265306124e-05,
116
+ "loss": 0.2663,
117
  "step": 180
118
  },
119
  {
120
  "epoch": 0.58,
121
  "learning_rate": 4.4841269841269846e-05,
122
+ "loss": 0.2561,
123
  "step": 190
124
  },
125
  {
126
  "epoch": 0.61,
127
  "learning_rate": 4.427437641723356e-05,
128
+ "loss": 0.2523,
129
  "step": 200
130
  },
131
  {
132
  "epoch": 0.64,
133
  "learning_rate": 4.3707482993197277e-05,
134
+ "loss": 0.2044,
135
  "step": 210
136
  },
137
  {
138
  "epoch": 0.67,
139
  "learning_rate": 4.3140589569161e-05,
140
+ "loss": 0.1665,
141
  "step": 220
142
  },
143
  {
144
  "epoch": 0.7,
145
  "learning_rate": 4.257369614512472e-05,
146
+ "loss": 0.1854,
147
  "step": 230
148
  },
149
  {
150
  "epoch": 0.73,
151
  "learning_rate": 4.200680272108844e-05,
152
+ "loss": 0.1847,
153
  "step": 240
154
  },
155
  {
156
  "epoch": 0.76,
157
  "learning_rate": 4.143990929705215e-05,
158
+ "loss": 0.1568,
159
  "step": 250
160
  },
161
  {
162
  "epoch": 0.79,
163
  "learning_rate": 4.0873015873015874e-05,
164
+ "loss": 0.2453,
165
  "step": 260
166
  },
167
  {
168
  "epoch": 0.83,
169
  "learning_rate": 4.0306122448979596e-05,
170
+ "loss": 0.1518,
171
  "step": 270
172
  },
173
  {
174
  "epoch": 0.86,
175
  "learning_rate": 3.973922902494331e-05,
176
+ "loss": 0.1955,
177
  "step": 280
178
  },
179
  {
180
  "epoch": 0.89,
181
  "learning_rate": 3.9172335600907026e-05,
182
+ "loss": 0.166,
183
  "step": 290
184
  },
185
  {
186
  "epoch": 0.92,
187
  "learning_rate": 3.860544217687075e-05,
188
+ "loss": 0.1496,
189
  "step": 300
190
  },
191
  {
192
  "epoch": 0.95,
193
  "learning_rate": 3.803854875283447e-05,
194
+ "loss": 0.1804,
195
  "step": 310
196
  },
197
  {
198
  "epoch": 0.98,
199
  "learning_rate": 3.7471655328798186e-05,
200
+ "loss": 0.1397,
201
  "step": 320
202
  },
203
  {
204
  "epoch": 1.0,
205
+ "eval_accuracy": 0.9632352941176471,
206
+ "eval_loss": 0.09683836996555328,
207
+ "eval_runtime": 97.943,
208
+ "eval_samples_per_second": 45.823,
209
+ "eval_steps_per_second": 5.728,
210
  "step": 327
211
  },
212
  {
213
  "epoch": 1.01,
214
  "learning_rate": 3.690476190476191e-05,
215
+ "loss": 0.2158,
216
  "step": 330
217
  },
218
  {
219
  "epoch": 1.04,
220
  "learning_rate": 3.633786848072562e-05,
221
+ "loss": 0.1301,
222
  "step": 340
223
  },
224
  {
225
  "epoch": 1.07,
226
  "learning_rate": 3.5770975056689345e-05,
227
+ "loss": 0.1749,
228
  "step": 350
229
  },
230
  {
231
  "epoch": 1.1,
232
  "learning_rate": 3.520408163265306e-05,
233
+ "loss": 0.1453,
234
  "step": 360
235
  },
236
  {
237
  "epoch": 1.13,
238
  "learning_rate": 3.463718820861678e-05,
239
+ "loss": 0.1435,
240
  "step": 370
241
  },
242
  {
243
  "epoch": 1.16,
244
  "learning_rate": 3.4070294784580505e-05,
245
+ "loss": 0.1452,
246
  "step": 380
247
  },
248
  {
249
  "epoch": 1.19,
250
  "learning_rate": 3.350340136054422e-05,
251
+ "loss": 0.1099,
252
  "step": 390
253
  },
254
  {
255
  "epoch": 1.22,
256
  "learning_rate": 3.2936507936507936e-05,
257
+ "loss": 0.1161,
258
  "step": 400
259
  },
260
  {
261
  "epoch": 1.25,
262
  "learning_rate": 3.236961451247166e-05,
263
+ "loss": 0.1581,
264
  "step": 410
265
  },
266
  {
267
  "epoch": 1.28,
268
  "learning_rate": 3.180272108843538e-05,
269
+ "loss": 0.1569,
270
  "step": 420
271
  },
272
  {
273
  "epoch": 1.31,
274
  "learning_rate": 3.1235827664399095e-05,
275
+ "loss": 0.1531,
276
  "step": 430
277
  },
278
  {
279
  "epoch": 1.34,
280
  "learning_rate": 3.066893424036281e-05,
281
+ "loss": 0.1516,
282
  "step": 440
283
  },
284
  {
285
  "epoch": 1.38,
286
  "learning_rate": 3.0102040816326533e-05,
287
+ "loss": 0.1114,
288
  "step": 450
289
  },
290
  {
291
  "epoch": 1.41,
292
  "learning_rate": 2.953514739229025e-05,
293
+ "loss": 0.1487,
294
  "step": 460
295
  },
296
  {
297
  "epoch": 1.44,
298
  "learning_rate": 2.8968253968253974e-05,
299
+ "loss": 0.1003,
300
  "step": 470
301
  },
302
  {
303
  "epoch": 1.47,
304
  "learning_rate": 2.8401360544217685e-05,
305
+ "loss": 0.164,
306
  "step": 480
307
  },
308
  {
309
  "epoch": 1.5,
310
  "learning_rate": 2.7834467120181408e-05,
311
+ "loss": 0.1588,
312
  "step": 490
313
  },
314
  {
315
  "epoch": 1.53,
316
  "learning_rate": 2.7267573696145126e-05,
317
+ "loss": 0.1424,
318
  "step": 500
319
  },
320
  {
321
  "epoch": 1.56,
322
  "learning_rate": 2.6700680272108845e-05,
323
+ "loss": 0.129,
324
  "step": 510
325
  },
326
  {
327
  "epoch": 1.59,
328
  "learning_rate": 2.613378684807256e-05,
329
+ "loss": 0.109,
330
  "step": 520
331
  },
332
  {
333
  "epoch": 1.62,
334
  "learning_rate": 2.5566893424036282e-05,
335
+ "loss": 0.0918,
336
  "step": 530
337
  },
338
  {
339
  "epoch": 1.65,
340
  "learning_rate": 2.5e-05,
341
+ "loss": 0.1263,
342
  "step": 540
343
  },
344
  {
345
  "epoch": 1.68,
346
  "learning_rate": 2.443310657596372e-05,
347
+ "loss": 0.2354,
348
  "step": 550
349
  },
350
  {
351
  "epoch": 1.71,
352
  "learning_rate": 2.386621315192744e-05,
353
+ "loss": 0.1054,
354
  "step": 560
355
  },
356
  {
357
  "epoch": 1.74,
358
  "learning_rate": 2.3299319727891157e-05,
359
+ "loss": 0.1154,
360
  "step": 570
361
  },
362
  {
363
  "epoch": 1.77,
364
  "learning_rate": 2.2732426303854876e-05,
365
+ "loss": 0.1901,
366
  "step": 580
367
  },
368
  {
369
  "epoch": 1.8,
370
  "learning_rate": 2.2165532879818595e-05,
371
+ "loss": 0.0791,
372
  "step": 590
373
  },
374
  {
375
  "epoch": 1.83,
376
  "learning_rate": 2.1598639455782314e-05,
377
+ "loss": 0.1164,
378
  "step": 600
379
  },
380
  {
381
  "epoch": 1.86,
382
  "learning_rate": 2.1031746031746032e-05,
383
+ "loss": 0.1054,
384
  "step": 610
385
  },
386
  {
387
  "epoch": 1.89,
388
  "learning_rate": 2.046485260770975e-05,
389
+ "loss": 0.0895,
390
  "step": 620
391
  },
392
  {
393
  "epoch": 1.93,
394
  "learning_rate": 1.989795918367347e-05,
395
+ "loss": 0.0878,
396
  "step": 630
397
  },
398
  {
399
  "epoch": 1.96,
400
  "learning_rate": 1.9331065759637192e-05,
401
+ "loss": 0.1316,
402
  "step": 640
403
  },
404
  {
405
  "epoch": 1.99,
406
  "learning_rate": 1.8764172335600907e-05,
407
+ "loss": 0.1252,
408
  "step": 650
409
  },
410
  {
411
  "epoch": 2.0,
412
+ "eval_accuracy": 0.9725935828877005,
413
+ "eval_loss": 0.08181790262460709,
414
+ "eval_runtime": 95.4429,
415
+ "eval_samples_per_second": 47.023,
416
+ "eval_steps_per_second": 5.878,
417
  "step": 654
418
  },
419
  {
420
  "epoch": 2.02,
421
  "learning_rate": 1.8197278911564626e-05,
422
+ "loss": 0.0952,
423
  "step": 660
424
  },
425
  {
426
  "epoch": 2.05,
427
  "learning_rate": 1.7630385487528345e-05,
428
+ "loss": 0.1192,
429
  "step": 670
430
  },
431
  {
432
  "epoch": 2.08,
433
  "learning_rate": 1.7063492063492063e-05,
434
+ "loss": 0.1067,
435
  "step": 680
436
  },
437
  {
438
  "epoch": 2.11,
439
  "learning_rate": 1.6496598639455782e-05,
440
+ "loss": 0.1201,
441
  "step": 690
442
  },
443
  {
444
  "epoch": 2.14,
445
  "learning_rate": 1.59297052154195e-05,
446
+ "loss": 0.1207,
447
  "step": 700
448
  },
449
  {
450
  "epoch": 2.17,
451
  "learning_rate": 1.5362811791383223e-05,
452
+ "loss": 0.1117,
453
  "step": 710
454
  },
455
  {
456
  "epoch": 2.2,
457
  "learning_rate": 1.479591836734694e-05,
458
+ "loss": 0.0732,
459
  "step": 720
460
  },
461
  {
462
  "epoch": 2.23,
463
  "learning_rate": 1.4229024943310659e-05,
464
+ "loss": 0.0643,
465
  "step": 730
466
  },
467
  {
468
  "epoch": 2.26,
469
  "learning_rate": 1.3662131519274376e-05,
470
+ "loss": 0.0558,
471
  "step": 740
472
  },
473
  {
474
  "epoch": 2.29,
475
  "learning_rate": 1.3095238095238096e-05,
476
+ "loss": 0.0559,
477
  "step": 750
478
  },
479
  {
480
  "epoch": 2.32,
481
  "learning_rate": 1.2528344671201813e-05,
482
+ "loss": 0.0745,
483
  "step": 760
484
  },
485
  {
486
  "epoch": 2.35,
487
  "learning_rate": 1.1961451247165534e-05,
488
+ "loss": 0.1001,
489
  "step": 770
490
  },
491
  {
492
  "epoch": 2.38,
493
  "learning_rate": 1.1394557823129252e-05,
494
+ "loss": 0.0915,
495
  "step": 780
496
  },
497
  {
498
  "epoch": 2.41,
499
  "learning_rate": 1.0827664399092971e-05,
500
+ "loss": 0.0899,
501
  "step": 790
502
  },
503
  {
504
  "epoch": 2.44,
505
  "learning_rate": 1.026077097505669e-05,
506
+ "loss": 0.1175,
507
  "step": 800
508
  },
509
  {
510
  "epoch": 2.48,
511
  "learning_rate": 9.693877551020408e-06,
512
+ "loss": 0.0748,
513
  "step": 810
514
  },
515
  {
516
  "epoch": 2.51,
517
  "learning_rate": 9.126984126984127e-06,
518
+ "loss": 0.1226,
519
  "step": 820
520
  },
521
  {
522
  "epoch": 2.54,
523
  "learning_rate": 8.560090702947846e-06,
524
+ "loss": 0.1351,
525
  "step": 830
526
  },
527
  {
528
  "epoch": 2.57,
529
  "learning_rate": 7.993197278911566e-06,
530
+ "loss": 0.0688,
531
  "step": 840
532
  },
533
  {
534
  "epoch": 2.6,
535
  "learning_rate": 7.426303854875284e-06,
536
+ "loss": 0.086,
537
  "step": 850
538
  },
539
  {
540
  "epoch": 2.63,
541
  "learning_rate": 6.859410430839003e-06,
542
+ "loss": 0.1631,
543
  "step": 860
544
  },
545
  {
546
  "epoch": 2.66,
547
  "learning_rate": 6.292517006802722e-06,
548
+ "loss": 0.0451,
549
  "step": 870
550
  },
551
  {
552
  "epoch": 2.69,
553
  "learning_rate": 5.72562358276644e-06,
554
+ "loss": 0.0869,
555
  "step": 880
556
  },
557
  {
558
  "epoch": 2.72,
559
  "learning_rate": 5.158730158730159e-06,
560
+ "loss": 0.0662,
561
  "step": 890
562
  },
563
  {
564
  "epoch": 2.75,
565
  "learning_rate": 4.591836734693878e-06,
566
+ "loss": 0.0789,
567
  "step": 900
568
  },
569
  {
570
  "epoch": 2.78,
571
  "learning_rate": 4.0249433106575965e-06,
572
+ "loss": 0.0696,
573
  "step": 910
574
  },
575
  {
576
  "epoch": 2.81,
577
  "learning_rate": 3.4580498866213153e-06,
578
+ "loss": 0.0976,
579
  "step": 920
580
  },
581
  {
582
  "epoch": 2.84,
583
  "learning_rate": 2.8911564625850344e-06,
584
+ "loss": 0.0715,
585
  "step": 930
586
  },
587
  {
588
  "epoch": 2.87,
589
  "learning_rate": 2.3242630385487527e-06,
590
+ "loss": 0.0737,
591
  "step": 940
592
  },
593
  {
594
  "epoch": 2.9,
595
  "learning_rate": 1.7573696145124719e-06,
596
+ "loss": 0.0739,
597
  "step": 950
598
  },
599
  {
600
  "epoch": 2.93,
601
  "learning_rate": 1.1904761904761904e-06,
602
+ "loss": 0.1651,
603
  "step": 960
604
  },
605
  {
606
  "epoch": 2.96,
607
  "learning_rate": 6.235827664399093e-07,
608
+ "loss": 0.0782,
609
  "step": 970
610
  },
611
  {
612
  "epoch": 2.99,
613
  "learning_rate": 5.668934240362812e-08,
614
+ "loss": 0.1098,
615
  "step": 980
616
  },
617
  {
618
  "epoch": 3.0,
619
+ "eval_accuracy": 0.9748217468805704,
620
+ "eval_loss": 0.07243592292070389,
621
+ "eval_runtime": 93.9793,
622
+ "eval_samples_per_second": 47.755,
623
+ "eval_steps_per_second": 5.969,
624
  "step": 981
625
  },
626
  {
627
  "epoch": 3.0,
628
  "step": 981,
629
  "total_flos": 7.802294942660198e+17,
630
+ "train_loss": 0.1717462847037782,
631
+ "train_runtime": 1149.2673,
632
+ "train_samples_per_second": 27.333,
633
+ "train_steps_per_second": 0.854
634
  }
635
  ],
636
  "logging_steps": 10,