File size: 66,242 Bytes
690714c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8562f68
 
690714c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8562f68
690714c
 
 
8562f68
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
690714c
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
---
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: BERT_MC_OpenBookQA_from_scratch
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# BERT_MC_OpenBookQA_from_scratch

This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.3863
- Accuracy: 0.268

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1000

### Training results

| Training Loss | Epoch  | Step   | Validation Loss | Accuracy |
|:-------------:|:------:|:------:|:---------------:|:--------:|
| No log        | 1.0    | 310    | 1.2995          | 0.366    |
| 1.206         | 2.0    | 620    | 1.2607          | 0.462    |
| 1.206         | 3.0    | 930    | 1.2848          | 0.474    |
| 0.9058        | 4.0    | 1240   | 1.6050          | 0.472    |
| 0.6435        | 5.0    | 1550   | 1.5843          | 0.47     |
| 0.6435        | 6.0    | 1860   | 2.1529          | 0.452    |
| 0.444         | 7.0    | 2170   | 2.7774          | 0.444    |
| 0.444         | 8.0    | 2480   | 2.0983          | 0.454    |
| 0.3005        | 9.0    | 2790   | 2.8257          | 0.46     |
| 0.1875        | 10.0   | 3100   | 4.0687          | 0.45     |
| 0.1875        | 11.0   | 3410   | 4.8267          | 0.424    |
| 0.1508        | 12.0   | 3720   | 4.2751          | 0.426    |
| 0.1015        | 13.0   | 4030   | 5.0416          | 0.44     |
| 0.1015        | 14.0   | 4340   | 6.0999          | 0.436    |
| 0.0758        | 15.0   | 4650   | 5.8698          | 0.44     |
| 0.0758        | 16.0   | 4960   | 4.6333          | 0.426    |
| 0.0609        | 17.0   | 5270   | 6.0075          | 0.398    |
| 0.0415        | 18.0   | 5580   | 6.3479          | 0.392    |
| 0.0415        | 19.0   | 5890   | 5.7519          | 0.412    |
| 0.0451        | 20.0   | 6200   | 6.7130          | 0.412    |
| 0.0273        | 21.0   | 6510   | 5.2695          | 0.414    |
| 0.0273        | 22.0   | 6820   | 7.4730          | 0.414    |
| 0.0288        | 23.0   | 7130   | 5.4541          | 0.42     |
| 0.0288        | 24.0   | 7440   | 6.4990          | 0.418    |
| 0.0211        | 25.0   | 7750   | 8.1350          | 0.428    |
| 0.0276        | 26.0   | 8060   | 7.2577          | 0.41     |
| 0.0276        | 27.0   | 8370   | 4.0796          | 0.232    |
| 0.3193        | 28.0   | 8680   | 5.9266          | 0.412    |
| 0.3193        | 29.0   | 8990   | 7.7326          | 0.396    |
| 0.34          | 30.0   | 9300   | 5.6181          | 0.418    |
| 0.0298        | 31.0   | 9610   | 8.2390          | 0.43     |
| 0.0298        | 32.0   | 9920   | 7.7127          | 0.408    |
| 0.039         | 33.0   | 10230  | 5.9863          | 0.438    |
| 0.0262        | 34.0   | 10540  | 7.2023          | 0.44     |
| 0.0262        | 35.0   | 10850  | 7.0562          | 0.43     |
| 0.0136        | 36.0   | 11160  | 8.2601          | 0.426    |
| 0.0136        | 37.0   | 11470  | 7.8976          | 0.428    |
| 0.0104        | 38.0   | 11780  | 6.1737          | 0.428    |
| 0.0094        | 39.0   | 12090  | 7.8364          | 0.42     |
| 0.0094        | 40.0   | 12400  | 6.5378          | 0.43     |
| 0.099         | 41.0   | 12710  | 6.8616          | 0.412    |
| 0.0195        | 42.0   | 13020  | 7.3664          | 0.418    |
| 0.0195        | 43.0   | 13330  | 7.5156          | 0.416    |
| 0.0145        | 44.0   | 13640  | 7.0715          | 0.408    |
| 0.0145        | 45.0   | 13950  | 8.1128          | 0.41     |
| 0.0143        | 46.0   | 14260  | 8.5357          | 0.424    |
| 0.0126        | 47.0   | 14570  | 8.8933          | 0.412    |
| 0.0126        | 48.0   | 14880  | 6.4196          | 0.42     |
| 0.0073        | 49.0   | 15190  | 6.6502          | 0.402    |
| 0.0314        | 50.0   | 15500  | 6.1884          | 0.368    |
| 0.0314        | 51.0   | 15810  | 8.1288          | 0.392    |
| 0.0544        | 52.0   | 16120  | 5.5377          | 0.372    |
| 0.0544        | 53.0   | 16430  | 6.7587          | 0.402    |
| 0.0366        | 54.0   | 16740  | 6.8984          | 0.396    |
| 0.0168        | 55.0   | 17050  | 6.9548          | 0.398    |
| 0.0168        | 56.0   | 17360  | 8.0131          | 0.402    |
| 0.0117        | 57.0   | 17670  | 8.2451          | 0.412    |
| 0.0117        | 58.0   | 17980  | 6.8791          | 0.4      |
| 0.0077        | 59.0   | 18290  | 7.4470          | 0.388    |
| 0.0194        | 60.0   | 18600  | 6.5445          | 0.402    |
| 0.0194        | 61.0   | 18910  | 7.1259          | 0.402    |
| 0.013         | 62.0   | 19220  | 6.5935          | 0.414    |
| 0.0116        | 63.0   | 19530  | 6.0180          | 0.398    |
| 0.0116        | 64.0   | 19840  | 7.2279          | 0.414    |
| 0.2207        | 65.0   | 20150  | 1.3863          | 0.33     |
| 0.2207        | 66.0   | 20460  | 1.3863          | 0.276    |
| 1.4004        | 67.0   | 20770  | 1.3863          | 0.27     |
| 1.4211        | 68.0   | 21080  | 1.3863          | 0.312    |
| 1.4211        | 69.0   | 21390  | 1.3863          | 0.276    |
| 1.4202        | 70.0   | 21700  | 1.3863          | 0.282    |
| 1.4147        | 71.0   | 22010  | 1.3863          | 0.288    |
| 1.4147        | 72.0   | 22320  | 1.3863          | 0.298    |
| 1.4096        | 73.0   | 22630  | 1.3863          | 0.302    |
| 1.4096        | 74.0   | 22940  | 1.3863          | 0.262    |
| 1.4083        | 75.0   | 23250  | 1.3863          | 0.296    |
| 1.4116        | 76.0   | 23560  | 1.3863          | 0.288    |
| 1.4116        | 77.0   | 23870  | 1.3863          | 0.294    |
| 1.408         | 78.0   | 24180  | 1.3863          | 0.252    |
| 1.408         | 79.0   | 24490  | 1.3863          | 0.284    |
| 1.4093        | 80.0   | 24800  | 1.3863          | 0.3      |
| 1.4103        | 81.0   | 25110  | 1.3863          | 0.274    |
| 1.4103        | 82.0   | 25420  | 1.3863          | 0.276    |
| 1.4062        | 83.0   | 25730  | 1.3863          | 0.28     |
| 1.4111        | 84.0   | 26040  | 1.3863          | 0.304    |
| 1.4111        | 85.0   | 26350  | 1.3863          | 0.338    |
| 1.4036        | 86.0   | 26660  | 1.3863          | 0.314    |
| 1.4036        | 87.0   | 26970  | 1.3863          | 0.278    |
| 1.4272        | 88.0   | 27280  | 1.3863          | 0.278    |
| 1.404         | 89.0   | 27590  | 1.3863          | 0.276    |
| 1.404         | 90.0   | 27900  | 1.3863          | 0.274    |
| 1.4004        | 91.0   | 28210  | 1.3863          | 0.276    |
| 1.4017        | 92.0   | 28520  | 1.3863          | 0.276    |
| 1.4017        | 93.0   | 28830  | 1.3863          | 0.276    |
| 1.4009        | 94.0   | 29140  | 1.3863          | 0.284    |
| 1.4009        | 95.0   | 29450  | 1.3863          | 0.284    |
| 1.3997        | 96.0   | 29760  | 1.3863          | 0.286    |
| 1.399         | 97.0   | 30070  | 1.3863          | 0.264    |
| 1.399         | 98.0   | 30380  | 1.3863          | 0.278    |
| 1.399         | 99.0   | 30690  | 1.3863          | 0.276    |
| 1.4002        | 100.0  | 31000  | 1.3863          | 0.276    |
| 1.4002        | 101.0  | 31310  | 1.3863          | 0.276    |
| 1.4013        | 102.0  | 31620  | 1.3863          | 0.276    |
| 1.4013        | 103.0  | 31930  | 1.3863          | 0.276    |
| 1.3984        | 104.0  | 32240  | 1.3863          | 0.276    |
| 1.3997        | 105.0  | 32550  | 1.3863          | 0.288    |
| 1.3997        | 106.0  | 32860  | 1.3863          | 0.276    |
| 1.3951        | 107.0  | 33170  | 1.3863          | 0.276    |
| 1.3951        | 108.0  | 33480  | 1.3863          | 0.262    |
| 1.3953        | 109.0  | 33790  | 1.3863          | 0.27     |
| 1.3936        | 110.0  | 34100  | 1.3863          | 0.26     |
| 1.3936        | 111.0  | 34410  | 1.3863          | 0.276    |
| 1.3937        | 112.0  | 34720  | 1.3863          | 0.278    |
| 1.3925        | 113.0  | 35030  | 1.3863          | 0.282    |
| 1.3925        | 114.0  | 35340  | 1.3863          | 0.276    |
| 1.3959        | 115.0  | 35650  | 1.3863          | 0.28     |
| 1.3959        | 116.0  | 35960  | 1.3863          | 0.276    |
| 1.393         | 117.0  | 36270  | 1.3863          | 0.282    |
| 1.3922        | 118.0  | 36580  | 1.3863          | 0.27     |
| 1.3922        | 119.0  | 36890  | 1.3863          | 0.256    |
| 1.392         | 120.0  | 37200  | 1.3863          | 0.276    |
| 1.3936        | 121.0  | 37510  | 1.3863          | 0.252    |
| 1.3936        | 122.0  | 37820  | 1.3863          | 0.276    |
| 1.394         | 123.0  | 38130  | 1.3863          | 0.276    |
| 1.394         | 124.0  | 38440  | 1.3863          | 0.276    |
| 1.3939        | 125.0  | 38750  | 1.3863          | 0.276    |
| 1.3922        | 126.0  | 39060  | 1.3863          | 0.276    |
| 1.3922        | 127.0  | 39370  | 1.3863          | 0.26     |
| 1.3899        | 128.0  | 39680  | 1.3863          | 0.276    |
| 1.3899        | 129.0  | 39990  | 1.3863          | 0.272    |
| 1.3909        | 130.0  | 40300  | 1.3863          | 0.276    |
| 1.3912        | 131.0  | 40610  | 1.3863          | 0.276    |
| 1.3912        | 132.0  | 40920  | 1.3863          | 0.276    |
| 1.3907        | 133.0  | 41230  | 1.3863          | 0.286    |
| 1.39          | 134.0  | 41540  | 1.3863          | 0.276    |
| 1.39          | 135.0  | 41850  | 1.3863          | 0.276    |
| 1.3919        | 136.0  | 42160  | 1.3863          | 0.294    |
| 1.3919        | 137.0  | 42470  | 1.3863          | 0.268    |
| 1.3887        | 138.0  | 42780  | 1.3863          | 0.276    |
| 1.3897        | 139.0  | 43090  | 1.3863          | 0.276    |
| 1.3897        | 140.0  | 43400  | 1.3863          | 0.276    |
| 1.3899        | 141.0  | 43710  | 1.3863          | 0.274    |
| 1.3911        | 142.0  | 44020  | 1.3863          | 0.276    |
| 1.3911        | 143.0  | 44330  | 1.3863          | 0.286    |
| 1.3901        | 144.0  | 44640  | 1.3863          | 0.276    |
| 1.3901        | 145.0  | 44950  | 1.3863          | 0.264    |
| 1.3883        | 146.0  | 45260  | 1.3863          | 0.26     |
| 1.3906        | 147.0  | 45570  | 1.3863          | 0.276    |
| 1.3906        | 148.0  | 45880  | 1.3863          | 0.276    |
| 1.39          | 149.0  | 46190  | 1.3863          | 0.274    |
| 1.3889        | 150.0  | 46500  | 1.3863          | 0.276    |
| 1.3889        | 151.0  | 46810  | 1.3863          | 0.26     |
| 1.39          | 152.0  | 47120  | 1.3863          | 0.266    |
| 1.39          | 153.0  | 47430  | 1.3863          | 0.278    |
| 1.3889        | 154.0  | 47740  | 1.3863          | 0.284    |
| 1.3901        | 155.0  | 48050  | 1.3863          | 0.268    |
| 1.3901        | 156.0  | 48360  | 1.3863          | 0.27     |
| 1.4048        | 157.0  | 48670  | 1.3863          | 0.284    |
| 1.4048        | 158.0  | 48980  | 1.3863          | 0.262    |
| 1.3883        | 159.0  | 49290  | 1.3863          | 0.272    |
| 1.389         | 160.0  | 49600  | 1.3863          | 0.276    |
| 1.389         | 161.0  | 49910  | 1.3863          | 0.276    |
| 1.3891        | 162.0  | 50220  | 1.3863          | 0.266    |
| 1.3868        | 163.0  | 50530  | 1.3863          | 0.296    |
| 1.3868        | 164.0  | 50840  | 1.3863          | 0.276    |
| 1.3886        | 165.0  | 51150  | 1.3863          | 0.276    |
| 1.3886        | 166.0  | 51460  | 1.3863          | 0.276    |
| 1.388         | 167.0  | 51770  | 1.3863          | 0.276    |
| 1.3888        | 168.0  | 52080  | 1.3863          | 0.276    |
| 1.3888        | 169.0  | 52390  | 1.3863          | 0.276    |
| 1.3879        | 170.0  | 52700  | 1.3863          | 0.288    |
| 1.3883        | 171.0  | 53010  | 1.3863          | 0.298    |
| 1.3883        | 172.0  | 53320  | 1.3863          | 0.276    |
| 1.3885        | 173.0  | 53630  | 1.3863          | 0.274    |
| 1.3885        | 174.0  | 53940  | 1.3863          | 0.26     |
| 1.3874        | 175.0  | 54250  | 1.3863          | 0.276    |
| 1.3873        | 176.0  | 54560  | 1.3863          | 0.272    |
| 1.3873        | 177.0  | 54870  | 1.3863          | 0.272    |
| 1.3886        | 178.0  | 55180  | 1.3863          | 0.276    |
| 1.3886        | 179.0  | 55490  | 1.3863          | 0.276    |
| 1.3869        | 180.0  | 55800  | 1.3863          | 0.276    |
| 1.3872        | 181.0  | 56110  | 1.3863          | 0.276    |
| 1.3872        | 182.0  | 56420  | 1.3863          | 0.278    |
| 1.3876        | 183.0  | 56730  | 1.3863          | 0.274    |
| 1.3877        | 184.0  | 57040  | 1.3863          | 0.276    |
| 1.3877        | 185.0  | 57350  | 1.3863          | 0.276    |
| 1.3873        | 186.0  | 57660  | 1.3863          | 0.276    |
| 1.3873        | 187.0  | 57970  | 1.3863          | 0.276    |
| 1.3871        | 188.0  | 58280  | 1.3863          | 0.276    |
| 1.3869        | 189.0  | 58590  | 1.3863          | 0.284    |
| 1.3869        | 190.0  | 58900  | 1.3863          | 0.272    |
| 1.387         | 191.0  | 59210  | 1.3863          | 0.266    |
| 1.3875        | 192.0  | 59520  | 1.3863          | 0.276    |
| 1.3875        | 193.0  | 59830  | 1.3863          | 0.278    |
| 1.3871        | 194.0  | 60140  | 1.3863          | 0.276    |
| 1.3871        | 195.0  | 60450  | 1.3863          | 0.276    |
| 1.3878        | 196.0  | 60760  | 1.3863          | 0.27     |
| 1.3875        | 197.0  | 61070  | 1.3863          | 0.258    |
| 1.3875        | 198.0  | 61380  | 1.3863          | 0.272    |
| 1.3878        | 199.0  | 61690  | 1.3863          | 0.258    |
| 1.3871        | 200.0  | 62000  | 1.3863          | 0.276    |
| 1.3871        | 201.0  | 62310  | 1.3863          | 0.278    |
| 1.3874        | 202.0  | 62620  | 1.3863          | 0.262    |
| 1.3874        | 203.0  | 62930  | 1.3863          | 0.276    |
| 1.3871        | 204.0  | 63240  | 1.3863          | 0.278    |
| 1.3876        | 205.0  | 63550  | 1.3863          | 0.274    |
| 1.3876        | 206.0  | 63860  | 1.3863          | 0.276    |
| 1.387         | 207.0  | 64170  | 1.3863          | 0.276    |
| 1.387         | 208.0  | 64480  | 1.3863          | 0.258    |
| 1.3884        | 209.0  | 64790  | 1.3863          | 0.266    |
| 1.3869        | 210.0  | 65100  | 1.3863          | 0.276    |
| 1.3869        | 211.0  | 65410  | 1.3863          | 0.276    |
| 1.3881        | 212.0  | 65720  | 1.3863          | 0.28     |
| 1.3878        | 213.0  | 66030  | 1.3863          | 0.27     |
| 1.3878        | 214.0  | 66340  | 1.3863          | 0.276    |
| 1.3871        | 215.0  | 66650  | 1.3863          | 0.276    |
| 1.3871        | 216.0  | 66960  | 1.3863          | 0.276    |
| 1.3869        | 217.0  | 67270  | 1.3863          | 0.276    |
| 1.3874        | 218.0  | 67580  | 1.3863          | 0.276    |
| 1.3874        | 219.0  | 67890  | 1.3863          | 0.276    |
| 1.3876        | 220.0  | 68200  | 1.3863          | 0.276    |
| 1.3871        | 221.0  | 68510  | 1.3863          | 0.276    |
| 1.3871        | 222.0  | 68820  | 1.3863          | 0.276    |
| 1.3869        | 223.0  | 69130  | 1.3863          | 0.276    |
| 1.3869        | 224.0  | 69440  | 1.3863          | 0.276    |
| 1.3867        | 225.0  | 69750  | 1.3863          | 0.266    |
| 1.3874        | 226.0  | 70060  | 1.3863          | 0.262    |
| 1.3874        | 227.0  | 70370  | 1.3863          | 0.272    |
| 1.3869        | 228.0  | 70680  | 1.3863          | 0.274    |
| 1.3869        | 229.0  | 70990  | 1.3863          | 0.276    |
| 1.3865        | 230.0  | 71300  | 1.3863          | 0.29     |
| 1.3868        | 231.0  | 71610  | 1.3863          | 0.274    |
| 1.3868        | 232.0  | 71920  | 1.3863          | 0.264    |
| 1.3868        | 233.0  | 72230  | 1.3863          | 0.276    |
| 1.3868        | 234.0  | 72540  | 1.3863          | 0.276    |
| 1.3868        | 235.0  | 72850  | 1.3863          | 0.276    |
| 1.3867        | 236.0  | 73160  | 1.3863          | 0.284    |
| 1.3867        | 237.0  | 73470  | 1.3863          | 0.276    |
| 1.3878        | 238.0  | 73780  | 1.3863          | 0.276    |
| 1.3871        | 239.0  | 74090  | 1.3863          | 0.276    |
| 1.3871        | 240.0  | 74400  | 1.3863          | 0.276    |
| 1.387         | 241.0  | 74710  | 1.3863          | 0.264    |
| 1.3874        | 242.0  | 75020  | 1.3863          | 0.264    |
| 1.3874        | 243.0  | 75330  | 1.3863          | 0.276    |
| 1.3872        | 244.0  | 75640  | 1.3863          | 0.276    |
| 1.3872        | 245.0  | 75950  | 1.3863          | 0.276    |
| 1.3875        | 246.0  | 76260  | 1.3863          | 0.276    |
| 1.3873        | 247.0  | 76570  | 1.3863          | 0.276    |
| 1.3873        | 248.0  | 76880  | 1.3863          | 0.28     |
| 1.3867        | 249.0  | 77190  | 1.3863          | 0.266    |
| 1.3871        | 250.0  | 77500  | 1.3863          | 0.276    |
| 1.3871        | 251.0  | 77810  | 1.3863          | 0.276    |
| 1.3876        | 252.0  | 78120  | 1.3863          | 0.276    |
| 1.3876        | 253.0  | 78430  | 1.3863          | 0.276    |
| 1.3871        | 254.0  | 78740  | 1.3863          | 0.246    |
| 1.3867        | 255.0  | 79050  | 1.3863          | 0.274    |
| 1.3867        | 256.0  | 79360  | 1.3863          | 0.252    |
| 1.3866        | 257.0  | 79670  | 1.3863          | 0.276    |
| 1.3866        | 258.0  | 79980  | 1.3863          | 0.276    |
| 1.3869        | 259.0  | 80290  | 1.3863          | 0.276    |
| 1.3868        | 260.0  | 80600  | 1.3863          | 0.278    |
| 1.3868        | 261.0  | 80910  | 1.3863          | 0.28     |
| 1.3867        | 262.0  | 81220  | 1.3863          | 0.29     |
| 1.3868        | 263.0  | 81530  | 1.3863          | 0.252    |
| 1.3868        | 264.0  | 81840  | 1.3863          | 0.258    |
| 1.3873        | 265.0  | 82150  | 1.3863          | 0.284    |
| 1.3873        | 266.0  | 82460  | 1.3863          | 0.266    |
| 1.3864        | 267.0  | 82770  | 1.3863          | 0.26     |
| 1.3874        | 268.0  | 83080  | 1.3863          | 0.276    |
| 1.3874        | 269.0  | 83390  | 1.3863          | 0.276    |
| 1.3875        | 270.0  | 83700  | 1.3863          | 0.276    |
| 1.3872        | 271.0  | 84010  | 1.3863          | 0.256    |
| 1.3872        | 272.0  | 84320  | 1.3863          | 0.26     |
| 1.3864        | 273.0  | 84630  | 1.3863          | 0.272    |
| 1.3864        | 274.0  | 84940  | 1.3863          | 0.242    |
| 1.3868        | 275.0  | 85250  | 1.3863          | 0.276    |
| 1.3871        | 276.0  | 85560  | 1.3863          | 0.276    |
| 1.3871        | 277.0  | 85870  | 1.3863          | 0.28     |
| 1.3871        | 278.0  | 86180  | 1.3863          | 0.276    |
| 1.3871        | 279.0  | 86490  | 1.3863          | 0.27     |
| 1.387         | 280.0  | 86800  | 1.3863          | 0.256    |
| 1.3864        | 281.0  | 87110  | 1.3863          | 0.276    |
| 1.3864        | 282.0  | 87420  | 1.3863          | 0.278    |
| 1.3867        | 283.0  | 87730  | 1.3863          | 0.276    |
| 1.3871        | 284.0  | 88040  | 1.3863          | 0.254    |
| 1.3871        | 285.0  | 88350  | 1.3863          | 0.276    |
| 1.3868        | 286.0  | 88660  | 1.3863          | 0.276    |
| 1.3868        | 287.0  | 88970  | 1.3863          | 0.268    |
| 1.3871        | 288.0  | 89280  | 1.3863          | 0.282    |
| 1.3863        | 289.0  | 89590  | 1.3863          | 0.28     |
| 1.3863        | 290.0  | 89900  | 1.3863          | 0.276    |
| 1.3874        | 291.0  | 90210  | 1.3863          | 0.272    |
| 1.3869        | 292.0  | 90520  | 1.3863          | 0.27     |
| 1.3869        | 293.0  | 90830  | 1.3863          | 0.27     |
| 1.3865        | 294.0  | 91140  | 1.3863          | 0.27     |
| 1.3865        | 295.0  | 91450  | 1.3863          | 0.276    |
| 1.387         | 296.0  | 91760  | 1.3863          | 0.288    |
| 1.3868        | 297.0  | 92070  | 1.3863          | 0.268    |
| 1.3868        | 298.0  | 92380  | 1.3863          | 0.268    |
| 1.387         | 299.0  | 92690  | 1.3863          | 0.276    |
| 1.3869        | 300.0  | 93000  | 1.3863          | 0.258    |
| 1.3869        | 301.0  | 93310  | 1.3863          | 0.276    |
| 1.387         | 302.0  | 93620  | 1.3863          | 0.276    |
| 1.387         | 303.0  | 93930  | 1.3863          | 0.272    |
| 1.3869        | 304.0  | 94240  | 1.3863          | 0.276    |
| 1.3862        | 305.0  | 94550  | 1.3863          | 0.268    |
| 1.3862        | 306.0  | 94860  | 1.3863          | 0.26     |
| 1.387         | 307.0  | 95170  | 1.3863          | 0.268    |
| 1.387         | 308.0  | 95480  | 1.3863          | 0.262    |
| 1.3868        | 309.0  | 95790  | 1.3863          | 0.264    |
| 1.3869        | 310.0  | 96100  | 1.3863          | 0.276    |
| 1.3869        | 311.0  | 96410  | 1.3863          | 0.264    |
| 1.387         | 312.0  | 96720  | 1.3863          | 0.28     |
| 1.3869        | 313.0  | 97030  | 1.3863          | 0.266    |
| 1.3869        | 314.0  | 97340  | 1.3863          | 0.276    |
| 1.3866        | 315.0  | 97650  | 1.3863          | 0.288    |
| 1.3866        | 316.0  | 97960  | 1.3863          | 0.272    |
| 1.3868        | 317.0  | 98270  | 1.3863          | 0.266    |
| 1.3866        | 318.0  | 98580  | 1.3863          | 0.286    |
| 1.3866        | 319.0  | 98890  | 1.3863          | 0.272    |
| 1.3865        | 320.0  | 99200  | 1.3863          | 0.278    |
| 1.3872        | 321.0  | 99510  | 1.3863          | 0.276    |
| 1.3872        | 322.0  | 99820  | 1.3863          | 0.272    |
| 1.3863        | 323.0  | 100130 | 1.3863          | 0.258    |
| 1.3863        | 324.0  | 100440 | 1.3863          | 0.282    |
| 1.3867        | 325.0  | 100750 | 1.3863          | 0.254    |
| 1.3867        | 326.0  | 101060 | 1.3863          | 0.29     |
| 1.3867        | 327.0  | 101370 | 1.3863          | 0.238    |
| 1.3874        | 328.0  | 101680 | 1.3863          | 0.276    |
| 1.3874        | 329.0  | 101990 | 1.3863          | 0.276    |
| 1.3866        | 330.0  | 102300 | 1.3863          | 0.268    |
| 1.3869        | 331.0  | 102610 | 1.3863          | 0.266    |
| 1.3869        | 332.0  | 102920 | 1.3863          | 0.274    |
| 1.387         | 333.0  | 103230 | 1.3863          | 0.282    |
| 1.3866        | 334.0  | 103540 | 1.3863          | 0.286    |
| 1.3866        | 335.0  | 103850 | 1.3863          | 0.262    |
| 1.3874        | 336.0  | 104160 | 1.3863          | 0.274    |
| 1.3874        | 337.0  | 104470 | 1.3863          | 0.26     |
| 1.3868        | 338.0  | 104780 | 1.3863          | 0.258    |
| 1.3871        | 339.0  | 105090 | 1.3863          | 0.272    |
| 1.3871        | 340.0  | 105400 | 1.3863          | 0.276    |
| 1.3871        | 341.0  | 105710 | 1.3863          | 0.282    |
| 1.3868        | 342.0  | 106020 | 1.3863          | 0.288    |
| 1.3868        | 343.0  | 106330 | 1.3863          | 0.266    |
| 1.3868        | 344.0  | 106640 | 1.3863          | 0.28     |
| 1.3868        | 345.0  | 106950 | 1.3863          | 0.292    |
| 1.3869        | 346.0  | 107260 | 1.3863          | 0.282    |
| 1.3864        | 347.0  | 107570 | 1.3863          | 0.286    |
| 1.3864        | 348.0  | 107880 | 1.3863          | 0.254    |
| 1.3871        | 349.0  | 108190 | 1.3863          | 0.254    |
| 1.3869        | 350.0  | 108500 | 1.3863          | 0.258    |
| 1.3869        | 351.0  | 108810 | 1.3863          | 0.286    |
| 1.3864        | 352.0  | 109120 | 1.3863          | 0.248    |
| 1.3864        | 353.0  | 109430 | 1.3863          | 0.276    |
| 1.3863        | 354.0  | 109740 | 1.3863          | 0.294    |
| 1.3872        | 355.0  | 110050 | 1.3863          | 0.25     |
| 1.3872        | 356.0  | 110360 | 1.3863          | 0.282    |
| 1.3865        | 357.0  | 110670 | 1.3863          | 0.25     |
| 1.3865        | 358.0  | 110980 | 1.3863          | 0.29     |
| 1.3872        | 359.0  | 111290 | 1.3863          | 0.274    |
| 1.3871        | 360.0  | 111600 | 1.3863          | 0.272    |
| 1.3871        | 361.0  | 111910 | 1.3863          | 0.282    |
| 1.3865        | 362.0  | 112220 | 1.3863          | 0.276    |
| 1.3865        | 363.0  | 112530 | 1.3863          | 0.276    |
| 1.3865        | 364.0  | 112840 | 1.3863          | 0.268    |
| 1.3867        | 365.0  | 113150 | 1.3863          | 0.262    |
| 1.3867        | 366.0  | 113460 | 1.3863          | 0.28     |
| 1.3865        | 367.0  | 113770 | 1.3863          | 0.296    |
| 1.387         | 368.0  | 114080 | 1.3863          | 0.286    |
| 1.387         | 369.0  | 114390 | 1.3863          | 0.28     |
| 1.3865        | 370.0  | 114700 | 1.3863          | 0.276    |
| 1.3865        | 371.0  | 115010 | 1.3863          | 0.278    |
| 1.3865        | 372.0  | 115320 | 1.3863          | 0.26     |
| 1.3867        | 373.0  | 115630 | 1.3863          | 0.294    |
| 1.3867        | 374.0  | 115940 | 1.3863          | 0.278    |
| 1.3868        | 375.0  | 116250 | 1.3863          | 0.272    |
| 1.3871        | 376.0  | 116560 | 1.3863          | 0.268    |
| 1.3871        | 377.0  | 116870 | 1.3863          | 0.272    |
| 1.3868        | 378.0  | 117180 | 1.3863          | 0.268    |
| 1.3868        | 379.0  | 117490 | 1.3863          | 0.276    |
| 1.3867        | 380.0  | 117800 | 1.3863          | 0.27     |
| 1.3864        | 381.0  | 118110 | 1.3863          | 0.264    |
| 1.3864        | 382.0  | 118420 | 1.3863          | 0.276    |
| 1.3869        | 383.0  | 118730 | 1.3863          | 0.276    |
| 1.3865        | 384.0  | 119040 | 1.3863          | 0.254    |
| 1.3865        | 385.0  | 119350 | 1.3863          | 0.276    |
| 1.3869        | 386.0  | 119660 | 1.3863          | 0.284    |
| 1.3869        | 387.0  | 119970 | 1.3863          | 0.28     |
| 1.3872        | 388.0  | 120280 | 1.3863          | 0.278    |
| 1.3873        | 389.0  | 120590 | 1.3863          | 0.276    |
| 1.3873        | 390.0  | 120900 | 1.3863          | 0.276    |
| 1.3868        | 391.0  | 121210 | 1.3863          | 0.276    |
| 1.3866        | 392.0  | 121520 | 1.3863          | 0.256    |
| 1.3866        | 393.0  | 121830 | 1.3863          | 0.274    |
| 1.3873        | 394.0  | 122140 | 1.3863          | 0.286    |
| 1.3873        | 395.0  | 122450 | 1.3863          | 0.276    |
| 1.387         | 396.0  | 122760 | 1.3863          | 0.234    |
| 1.3866        | 397.0  | 123070 | 1.3863          | 0.266    |
| 1.3866        | 398.0  | 123380 | 1.3863          | 0.294    |
| 1.3868        | 399.0  | 123690 | 1.3863          | 0.254    |
| 1.3864        | 400.0  | 124000 | 1.3863          | 0.288    |
| 1.3864        | 401.0  | 124310 | 1.3863          | 0.26     |
| 1.3864        | 402.0  | 124620 | 1.3863          | 0.256    |
| 1.3864        | 403.0  | 124930 | 1.3863          | 0.25     |
| 1.3864        | 404.0  | 125240 | 1.3863          | 0.276    |
| 1.3867        | 405.0  | 125550 | 1.3863          | 0.258    |
| 1.3867        | 406.0  | 125860 | 1.3863          | 0.262    |
| 1.3867        | 407.0  | 126170 | 1.3863          | 0.278    |
| 1.3867        | 408.0  | 126480 | 1.3863          | 0.278    |
| 1.387         | 409.0  | 126790 | 1.3863          | 0.272    |
| 1.3865        | 410.0  | 127100 | 1.3863          | 0.28     |
| 1.3865        | 411.0  | 127410 | 1.3863          | 0.288    |
| 1.386         | 412.0  | 127720 | 1.3863          | 0.266    |
| 1.3867        | 413.0  | 128030 | 1.3863          | 0.252    |
| 1.3867        | 414.0  | 128340 | 1.3863          | 0.266    |
| 1.3865        | 415.0  | 128650 | 1.3863          | 0.264    |
| 1.3865        | 416.0  | 128960 | 1.3863          | 0.262    |
| 1.3867        | 417.0  | 129270 | 1.3863          | 0.28     |
| 1.3869        | 418.0  | 129580 | 1.3863          | 0.284    |
| 1.3869        | 419.0  | 129890 | 1.3863          | 0.264    |
| 1.3866        | 420.0  | 130200 | 1.3863          | 0.266    |
| 1.3869        | 421.0  | 130510 | 1.3863          | 0.274    |
| 1.3869        | 422.0  | 130820 | 1.3863          | 0.3      |
| 1.3865        | 423.0  | 131130 | 1.3863          | 0.266    |
| 1.3865        | 424.0  | 131440 | 1.3863          | 0.286    |
| 1.3872        | 425.0  | 131750 | 1.3863          | 0.264    |
| 1.3865        | 426.0  | 132060 | 1.3863          | 0.278    |
| 1.3865        | 427.0  | 132370 | 1.3863          | 0.27     |
| 1.3864        | 428.0  | 132680 | 1.3863          | 0.268    |
| 1.3864        | 429.0  | 132990 | 1.3863          | 0.304    |
| 1.3865        | 430.0  | 133300 | 1.3863          | 0.278    |
| 1.3865        | 431.0  | 133610 | 1.3863          | 0.278    |
| 1.3865        | 432.0  | 133920 | 1.3863          | 0.276    |
| 1.3867        | 433.0  | 134230 | 1.3863          | 0.286    |
| 1.3863        | 434.0  | 134540 | 1.3863          | 0.27     |
| 1.3863        | 435.0  | 134850 | 1.3863          | 0.28     |
| 1.3865        | 436.0  | 135160 | 1.3863          | 0.258    |
| 1.3865        | 437.0  | 135470 | 1.3863          | 0.248    |
| 1.3874        | 438.0  | 135780 | 1.3863          | 0.27     |
| 1.387         | 439.0  | 136090 | 1.3863          | 0.272    |
| 1.387         | 440.0  | 136400 | 1.3863          | 0.28     |
| 1.3869        | 441.0  | 136710 | 1.3863          | 0.28     |
| 1.3862        | 442.0  | 137020 | 1.3863          | 0.266    |
| 1.3862        | 443.0  | 137330 | 1.3863          | 0.282    |
| 1.3862        | 444.0  | 137640 | 1.3863          | 0.26     |
| 1.3862        | 445.0  | 137950 | 1.3863          | 0.288    |
| 1.3862        | 446.0  | 138260 | 1.3863          | 0.232    |
| 1.387         | 447.0  | 138570 | 1.3863          | 0.262    |
| 1.387         | 448.0  | 138880 | 1.3863          | 0.254    |
| 1.3865        | 449.0  | 139190 | 1.3863          | 0.29     |
| 1.3871        | 450.0  | 139500 | 1.3863          | 0.276    |
| 1.3871        | 451.0  | 139810 | 1.3863          | 0.26     |
| 1.3868        | 452.0  | 140120 | 1.3863          | 0.272    |
| 1.3868        | 453.0  | 140430 | 1.3863          | 0.268    |
| 1.3864        | 454.0  | 140740 | 1.3863          | 0.244    |
| 1.387         | 455.0  | 141050 | 1.3863          | 0.252    |
| 1.387         | 456.0  | 141360 | 1.3863          | 0.268    |
| 1.3871        | 457.0  | 141670 | 1.3863          | 0.278    |
| 1.3871        | 458.0  | 141980 | 1.3863          | 0.276    |
| 1.3873        | 459.0  | 142290 | 1.3863          | 0.27     |
| 1.3866        | 460.0  | 142600 | 1.3863          | 0.252    |
| 1.3866        | 461.0  | 142910 | 1.3863          | 0.266    |
| 1.3866        | 462.0  | 143220 | 1.3863          | 0.294    |
| 1.3862        | 463.0  | 143530 | 1.3863          | 0.254    |
| 1.3862        | 464.0  | 143840 | 1.3863          | 0.268    |
| 1.387         | 465.0  | 144150 | 1.3863          | 0.266    |
| 1.387         | 466.0  | 144460 | 1.3863          | 0.27     |
| 1.3869        | 467.0  | 144770 | 1.3863          | 0.254    |
| 1.3861        | 468.0  | 145080 | 1.3863          | 0.274    |
| 1.3861        | 469.0  | 145390 | 1.3863          | 0.26     |
| 1.3861        | 470.0  | 145700 | 1.3863          | 0.274    |
| 1.387         | 471.0  | 146010 | 1.3863          | 0.268    |
| 1.387         | 472.0  | 146320 | 1.3863          | 0.26     |
| 1.3872        | 473.0  | 146630 | 1.3863          | 0.274    |
| 1.3872        | 474.0  | 146940 | 1.3863          | 0.282    |
| 1.387         | 475.0  | 147250 | 1.3863          | 0.252    |
| 1.387         | 476.0  | 147560 | 1.3863          | 0.268    |
| 1.387         | 477.0  | 147870 | 1.3863          | 0.266    |
| 1.3865        | 478.0  | 148180 | 1.3863          | 0.258    |
| 1.3865        | 479.0  | 148490 | 1.3863          | 0.268    |
| 1.3865        | 480.0  | 148800 | 1.3863          | 0.268    |
| 1.3869        | 481.0  | 149110 | 1.3863          | 0.266    |
| 1.3869        | 482.0  | 149420 | 1.3863          | 0.278    |
| 1.387         | 483.0  | 149730 | 1.3863          | 0.292    |
| 1.3866        | 484.0  | 150040 | 1.3863          | 0.256    |
| 1.3866        | 485.0  | 150350 | 1.3863          | 0.278    |
| 1.3866        | 486.0  | 150660 | 1.3863          | 0.28     |
| 1.3866        | 487.0  | 150970 | 1.3863          | 0.262    |
| 1.3871        | 488.0  | 151280 | 1.3863          | 0.28     |
| 1.3864        | 489.0  | 151590 | 1.3863          | 0.278    |
| 1.3864        | 490.0  | 151900 | 1.3863          | 0.244    |
| 1.3867        | 491.0  | 152210 | 1.3863          | 0.29     |
| 1.3869        | 492.0  | 152520 | 1.3863          | 0.26     |
| 1.3869        | 493.0  | 152830 | 1.3863          | 0.274    |
| 1.3863        | 494.0  | 153140 | 1.3863          | 0.274    |
| 1.3863        | 495.0  | 153450 | 1.3863          | 0.27     |
| 1.3871        | 496.0  | 153760 | 1.3863          | 0.234    |
| 1.3868        | 497.0  | 154070 | 1.3863          | 0.246    |
| 1.3868        | 498.0  | 154380 | 1.3863          | 0.286    |
| 1.3867        | 499.0  | 154690 | 1.3863          | 0.274    |
| 1.3865        | 500.0  | 155000 | 1.3863          | 0.274    |
| 1.3865        | 501.0  | 155310 | 1.3863          | 0.282    |
| 1.3868        | 502.0  | 155620 | 1.3863          | 0.276    |
| 1.3868        | 503.0  | 155930 | 1.3863          | 0.266    |
| 1.3865        | 504.0  | 156240 | 1.3863          | 0.276    |
| 1.3864        | 505.0  | 156550 | 1.3863          | 0.292    |
| 1.3864        | 506.0  | 156860 | 1.3863          | 0.276    |
| 1.3872        | 507.0  | 157170 | 1.3863          | 0.292    |
| 1.3872        | 508.0  | 157480 | 1.3863          | 0.29     |
| 1.3861        | 509.0  | 157790 | 1.3863          | 0.274    |
| 1.3867        | 510.0  | 158100 | 1.3863          | 0.3      |
| 1.3867        | 511.0  | 158410 | 1.3863          | 0.276    |
| 1.3865        | 512.0  | 158720 | 1.3863          | 0.28     |
| 1.3861        | 513.0  | 159030 | 1.3863          | 0.276    |
| 1.3861        | 514.0  | 159340 | 1.3863          | 0.278    |
| 1.3869        | 515.0  | 159650 | 1.3863          | 0.274    |
| 1.3869        | 516.0  | 159960 | 1.3863          | 0.276    |
| 1.3868        | 517.0  | 160270 | 1.3863          | 0.294    |
| 1.3863        | 518.0  | 160580 | 1.3863          | 0.266    |
| 1.3863        | 519.0  | 160890 | 1.3863          | 0.29     |
| 1.3861        | 520.0  | 161200 | 1.3863          | 0.276    |
| 1.3869        | 521.0  | 161510 | 1.3863          | 0.27     |
| 1.3869        | 522.0  | 161820 | 1.3863          | 0.268    |
| 1.3866        | 523.0  | 162130 | 1.3863          | 0.278    |
| 1.3866        | 524.0  | 162440 | 1.3863          | 0.28     |
| 1.3866        | 525.0  | 162750 | 1.3863          | 0.272    |
| 1.3866        | 526.0  | 163060 | 1.3863          | 0.268    |
| 1.3866        | 527.0  | 163370 | 1.3863          | 0.278    |
| 1.3869        | 528.0  | 163680 | 1.3863          | 0.278    |
| 1.3869        | 529.0  | 163990 | 1.3863          | 0.27     |
| 1.3869        | 530.0  | 164300 | 1.3863          | 0.256    |
| 1.3868        | 531.0  | 164610 | 1.3863          | 0.258    |
| 1.3868        | 532.0  | 164920 | 1.3863          | 0.274    |
| 1.3865        | 533.0  | 165230 | 1.3863          | 0.276    |
| 1.3871        | 534.0  | 165540 | 1.3863          | 0.276    |
| 1.3871        | 535.0  | 165850 | 1.3863          | 0.278    |
| 1.3859        | 536.0  | 166160 | 1.3863          | 0.238    |
| 1.3859        | 537.0  | 166470 | 1.3863          | 0.278    |
| 1.3861        | 538.0  | 166780 | 1.3863          | 0.268    |
| 1.386         | 539.0  | 167090 | 1.3863          | 0.264    |
| 1.386         | 540.0  | 167400 | 1.3863          | 0.234    |
| 1.3865        | 541.0  | 167710 | 1.3863          | 0.262    |
| 1.3866        | 542.0  | 168020 | 1.3863          | 0.268    |
| 1.3866        | 543.0  | 168330 | 1.3863          | 0.276    |
| 1.3871        | 544.0  | 168640 | 1.3863          | 0.274    |
| 1.3871        | 545.0  | 168950 | 1.3863          | 0.268    |
| 1.3867        | 546.0  | 169260 | 1.3863          | 0.27     |
| 1.387         | 547.0  | 169570 | 1.3863          | 0.276    |
| 1.387         | 548.0  | 169880 | 1.3863          | 0.278    |
| 1.3861        | 549.0  | 170190 | 1.3863          | 0.28     |
| 1.3865        | 550.0  | 170500 | 1.3863          | 0.278    |
| 1.3865        | 551.0  | 170810 | 1.3863          | 0.272    |
| 1.387         | 552.0  | 171120 | 1.3863          | 0.278    |
| 1.387         | 553.0  | 171430 | 1.3863          | 0.276    |
| 1.387         | 554.0  | 171740 | 1.3863          | 0.28     |
| 1.3865        | 555.0  | 172050 | 1.3863          | 0.244    |
| 1.3865        | 556.0  | 172360 | 1.3863          | 0.276    |
| 1.3867        | 557.0  | 172670 | 1.3863          | 0.274    |
| 1.3867        | 558.0  | 172980 | 1.3863          | 0.274    |
| 1.387         | 559.0  | 173290 | 1.3863          | 0.276    |
| 1.3869        | 560.0  | 173600 | 1.3863          | 0.278    |
| 1.3869        | 561.0  | 173910 | 1.3863          | 0.272    |
| 1.3868        | 562.0  | 174220 | 1.3863          | 0.272    |
| 1.3865        | 563.0  | 174530 | 1.3863          | 0.278    |
| 1.3865        | 564.0  | 174840 | 1.3863          | 0.286    |
| 1.3864        | 565.0  | 175150 | 1.3863          | 0.276    |
| 1.3864        | 566.0  | 175460 | 1.3863          | 0.268    |
| 1.3862        | 567.0  | 175770 | 1.3863          | 0.276    |
| 1.3865        | 568.0  | 176080 | 1.3863          | 0.274    |
| 1.3865        | 569.0  | 176390 | 1.3863          | 0.278    |
| 1.3866        | 570.0  | 176700 | 1.3863          | 0.276    |
| 1.3868        | 571.0  | 177010 | 1.3863          | 0.28     |
| 1.3868        | 572.0  | 177320 | 1.3863          | 0.276    |
| 1.3866        | 573.0  | 177630 | 1.3863          | 0.276    |
| 1.3866        | 574.0  | 177940 | 1.3863          | 0.27     |
| 1.3868        | 575.0  | 178250 | 1.3863          | 0.238    |
| 1.3869        | 576.0  | 178560 | 1.3863          | 0.272    |
| 1.3869        | 577.0  | 178870 | 1.3863          | 0.276    |
| 1.3867        | 578.0  | 179180 | 1.3863          | 0.276    |
| 1.3867        | 579.0  | 179490 | 1.3863          | 0.28     |
| 1.3863        | 580.0  | 179800 | 1.3863          | 0.272    |
| 1.3863        | 581.0  | 180110 | 1.3863          | 0.246    |
| 1.3863        | 582.0  | 180420 | 1.3863          | 0.276    |
| 1.3865        | 583.0  | 180730 | 1.3863          | 0.278    |
| 1.3868        | 584.0  | 181040 | 1.3863          | 0.28     |
| 1.3868        | 585.0  | 181350 | 1.3863          | 0.276    |
| 1.387         | 586.0  | 181660 | 1.3863          | 0.284    |
| 1.387         | 587.0  | 181970 | 1.3863          | 0.266    |
| 1.387         | 588.0  | 182280 | 1.3863          | 0.276    |
| 1.3865        | 589.0  | 182590 | 1.3863          | 0.278    |
| 1.3865        | 590.0  | 182900 | 1.3863          | 0.262    |
| 1.3867        | 591.0  | 183210 | 1.3863          | 0.278    |
| 1.3868        | 592.0  | 183520 | 1.3863          | 0.292    |
| 1.3868        | 593.0  | 183830 | 1.3863          | 0.276    |
| 1.3866        | 594.0  | 184140 | 1.3863          | 0.282    |
| 1.3866        | 595.0  | 184450 | 1.3863          | 0.28     |
| 1.3868        | 596.0  | 184760 | 1.3863          | 0.276    |
| 1.3869        | 597.0  | 185070 | 1.3863          | 0.278    |
| 1.3869        | 598.0  | 185380 | 1.3863          | 0.278    |
| 1.3865        | 599.0  | 185690 | 1.3863          | 0.276    |
| 1.3869        | 600.0  | 186000 | 1.3863          | 0.264    |
| 1.3869        | 601.0  | 186310 | 1.3863          | 0.272    |
| 1.3864        | 602.0  | 186620 | 1.3863          | 0.276    |
| 1.3864        | 603.0  | 186930 | 1.3863          | 0.282    |
| 1.3867        | 604.0  | 187240 | 1.3863          | 0.252    |
| 1.3869        | 605.0  | 187550 | 1.3863          | 0.274    |
| 1.3869        | 606.0  | 187860 | 1.3863          | 0.286    |
| 1.3868        | 607.0  | 188170 | 1.3863          | 0.298    |
| 1.3868        | 608.0  | 188480 | 1.3863          | 0.264    |
| 1.3859        | 609.0  | 188790 | 1.3863          | 0.274    |
| 1.3867        | 610.0  | 189100 | 1.3863          | 0.274    |
| 1.3867        | 611.0  | 189410 | 1.3863          | 0.276    |
| 1.387         | 612.0  | 189720 | 1.3863          | 0.274    |
| 1.387         | 613.0  | 190030 | 1.3863          | 0.276    |
| 1.387         | 614.0  | 190340 | 1.3863          | 0.274    |
| 1.3867        | 615.0  | 190650 | 1.3863          | 0.29     |
| 1.3867        | 616.0  | 190960 | 1.3863          | 0.27     |
| 1.3861        | 617.0  | 191270 | 1.3863          | 0.276    |
| 1.3868        | 618.0  | 191580 | 1.3863          | 0.296    |
| 1.3868        | 619.0  | 191890 | 1.3863          | 0.28     |
| 1.3862        | 620.0  | 192200 | 1.3863          | 0.262    |
| 1.387         | 621.0  | 192510 | 1.3863          | 0.27     |
| 1.387         | 622.0  | 192820 | 1.3863          | 0.276    |
| 1.3867        | 623.0  | 193130 | 1.3863          | 0.282    |
| 1.3867        | 624.0  | 193440 | 1.3863          | 0.278    |
| 1.3867        | 625.0  | 193750 | 1.3863          | 0.274    |
| 1.3863        | 626.0  | 194060 | 1.3863          | 0.278    |
| 1.3863        | 627.0  | 194370 | 1.3863          | 0.282    |
| 1.387         | 628.0  | 194680 | 1.3863          | 0.274    |
| 1.387         | 629.0  | 194990 | 1.3863          | 0.276    |
| 1.3866        | 630.0  | 195300 | 1.3863          | 0.256    |
| 1.3867        | 631.0  | 195610 | 1.3863          | 0.28     |
| 1.3867        | 632.0  | 195920 | 1.3863          | 0.284    |
| 1.3864        | 633.0  | 196230 | 1.3863          | 0.256    |
| 1.3867        | 634.0  | 196540 | 1.3863          | 0.268    |
| 1.3867        | 635.0  | 196850 | 1.3863          | 0.282    |
| 1.3864        | 636.0  | 197160 | 1.3863          | 0.26     |
| 1.3864        | 637.0  | 197470 | 1.3863          | 0.266    |
| 1.3864        | 638.0  | 197780 | 1.3863          | 0.262    |
| 1.3866        | 639.0  | 198090 | 1.3863          | 0.276    |
| 1.3866        | 640.0  | 198400 | 1.3863          | 0.286    |
| 1.3864        | 641.0  | 198710 | 1.3863          | 0.264    |
| 1.3865        | 642.0  | 199020 | 1.3863          | 0.272    |
| 1.3865        | 643.0  | 199330 | 1.3863          | 0.276    |
| 1.3868        | 644.0  | 199640 | 1.3863          | 0.276    |
| 1.3868        | 645.0  | 199950 | 1.3863          | 0.268    |
| 1.3866        | 646.0  | 200260 | 1.3863          | 0.296    |
| 1.3868        | 647.0  | 200570 | 1.3863          | 0.264    |
| 1.3868        | 648.0  | 200880 | 1.3863          | 0.276    |
| 1.3866        | 649.0  | 201190 | 1.3863          | 0.28     |
| 1.3863        | 650.0  | 201500 | 1.3863          | 0.276    |
| 1.3863        | 651.0  | 201810 | 1.3863          | 0.288    |
| 1.3867        | 652.0  | 202120 | 1.3863          | 0.266    |
| 1.3867        | 653.0  | 202430 | 1.3863          | 0.27     |
| 1.3864        | 654.0  | 202740 | 1.3863          | 0.26     |
| 1.3865        | 655.0  | 203050 | 1.3863          | 0.276    |
| 1.3865        | 656.0  | 203360 | 1.3863          | 0.276    |
| 1.3865        | 657.0  | 203670 | 1.3863          | 0.278    |
| 1.3865        | 658.0  | 203980 | 1.3863          | 0.276    |
| 1.3866        | 659.0  | 204290 | 1.3863          | 0.276    |
| 1.3867        | 660.0  | 204600 | 1.3863          | 0.274    |
| 1.3867        | 661.0  | 204910 | 1.3863          | 0.282    |
| 1.3867        | 662.0  | 205220 | 1.3863          | 0.272    |
| 1.3861        | 663.0  | 205530 | 1.3863          | 0.276    |
| 1.3861        | 664.0  | 205840 | 1.3863          | 0.26     |
| 1.3863        | 665.0  | 206150 | 1.3863          | 0.276    |
| 1.3863        | 666.0  | 206460 | 1.3863          | 0.276    |
| 1.3865        | 667.0  | 206770 | 1.3863          | 0.272    |
| 1.3866        | 668.0  | 207080 | 1.3863          | 0.262    |
| 1.3866        | 669.0  | 207390 | 1.3863          | 0.286    |
| 1.3862        | 670.0  | 207700 | 1.3863          | 0.276    |
| 1.3866        | 671.0  | 208010 | 1.3863          | 0.272    |
| 1.3866        | 672.0  | 208320 | 1.3863          | 0.28     |
| 1.3868        | 673.0  | 208630 | 1.3863          | 0.276    |
| 1.3868        | 674.0  | 208940 | 1.3863          | 0.268    |
| 1.3862        | 675.0  | 209250 | 1.3863          | 0.286    |
| 1.386         | 676.0  | 209560 | 1.3863          | 0.284    |
| 1.386         | 677.0  | 209870 | 1.3863          | 0.28     |
| 1.3868        | 678.0  | 210180 | 1.3863          | 0.276    |
| 1.3868        | 679.0  | 210490 | 1.3863          | 0.28     |
| 1.3866        | 680.0  | 210800 | 1.3863          | 0.262    |
| 1.3867        | 681.0  | 211110 | 1.3863          | 0.262    |
| 1.3867        | 682.0  | 211420 | 1.3863          | 0.278    |
| 1.3864        | 683.0  | 211730 | 1.3863          | 0.268    |
| 1.387         | 684.0  | 212040 | 1.3863          | 0.264    |
| 1.387         | 685.0  | 212350 | 1.3863          | 0.264    |
| 1.3868        | 686.0  | 212660 | 1.3863          | 0.252    |
| 1.3868        | 687.0  | 212970 | 1.3863          | 0.276    |
| 1.3867        | 688.0  | 213280 | 1.3863          | 0.27     |
| 1.3863        | 689.0  | 213590 | 1.3863          | 0.246    |
| 1.3863        | 690.0  | 213900 | 1.3863          | 0.272    |
| 1.3866        | 691.0  | 214210 | 1.3863          | 0.276    |
| 1.3864        | 692.0  | 214520 | 1.3863          | 0.282    |
| 1.3864        | 693.0  | 214830 | 1.3863          | 0.282    |
| 1.3865        | 694.0  | 215140 | 1.3863          | 0.294    |
| 1.3865        | 695.0  | 215450 | 1.3863          | 0.274    |
| 1.3866        | 696.0  | 215760 | 1.3863          | 0.276    |
| 1.3868        | 697.0  | 216070 | 1.3863          | 0.272    |
| 1.3868        | 698.0  | 216380 | 1.3863          | 0.28     |
| 1.3863        | 699.0  | 216690 | 1.3863          | 0.276    |
| 1.3865        | 700.0  | 217000 | 1.3863          | 0.278    |
| 1.3865        | 701.0  | 217310 | 1.3863          | 0.276    |
| 1.3864        | 702.0  | 217620 | 1.3863          | 0.276    |
| 1.3864        | 703.0  | 217930 | 1.3863          | 0.278    |
| 1.3863        | 704.0  | 218240 | 1.3863          | 0.28     |
| 1.3867        | 705.0  | 218550 | 1.3863          | 0.256    |
| 1.3867        | 706.0  | 218860 | 1.3863          | 0.276    |
| 1.3862        | 707.0  | 219170 | 1.3863          | 0.244    |
| 1.3862        | 708.0  | 219480 | 1.3863          | 0.266    |
| 1.3861        | 709.0  | 219790 | 1.3863          | 0.272    |
| 1.3864        | 710.0  | 220100 | 1.3863          | 0.278    |
| 1.3864        | 711.0  | 220410 | 1.3863          | 0.272    |
| 1.386         | 712.0  | 220720 | 1.3863          | 0.258    |
| 1.3865        | 713.0  | 221030 | 1.3863          | 0.272    |
| 1.3865        | 714.0  | 221340 | 1.3863          | 0.272    |
| 1.3867        | 715.0  | 221650 | 1.3863          | 0.278    |
| 1.3867        | 716.0  | 221960 | 1.3863          | 0.266    |
| 1.3865        | 717.0  | 222270 | 1.3863          | 0.276    |
| 1.3868        | 718.0  | 222580 | 1.3863          | 0.282    |
| 1.3868        | 719.0  | 222890 | 1.3863          | 0.266    |
| 1.3864        | 720.0  | 223200 | 1.3863          | 0.274    |
| 1.3859        | 721.0  | 223510 | 1.3863          | 0.256    |
| 1.3859        | 722.0  | 223820 | 1.3863          | 0.276    |
| 1.3866        | 723.0  | 224130 | 1.3863          | 0.26     |
| 1.3866        | 724.0  | 224440 | 1.3863          | 0.276    |
| 1.3868        | 725.0  | 224750 | 1.3863          | 0.278    |
| 1.3864        | 726.0  | 225060 | 1.3863          | 0.268    |
| 1.3864        | 727.0  | 225370 | 1.3863          | 0.286    |
| 1.3868        | 728.0  | 225680 | 1.3863          | 0.274    |
| 1.3868        | 729.0  | 225990 | 1.3863          | 0.26     |
| 1.3865        | 730.0  | 226300 | 1.3863          | 0.278    |
| 1.3866        | 731.0  | 226610 | 1.3863          | 0.266    |
| 1.3866        | 732.0  | 226920 | 1.3863          | 0.276    |
| 1.387         | 733.0  | 227230 | 1.3863          | 0.27     |
| 1.3868        | 734.0  | 227540 | 1.3863          | 0.266    |
| 1.3868        | 735.0  | 227850 | 1.3863          | 0.268    |
| 1.387         | 736.0  | 228160 | 1.3863          | 0.268    |
| 1.387         | 737.0  | 228470 | 1.3863          | 0.28     |
| 1.3869        | 738.0  | 228780 | 1.3863          | 0.284    |
| 1.3866        | 739.0  | 229090 | 1.3863          | 0.284    |
| 1.3866        | 740.0  | 229400 | 1.3863          | 0.276    |
| 1.3865        | 741.0  | 229710 | 1.3863          | 0.276    |
| 1.3867        | 742.0  | 230020 | 1.3863          | 0.272    |
| 1.3867        | 743.0  | 230330 | 1.3863          | 0.276    |
| 1.3863        | 744.0  | 230640 | 1.3863          | 0.272    |
| 1.3863        | 745.0  | 230950 | 1.3863          | 0.278    |
| 1.3868        | 746.0  | 231260 | 1.3863          | 0.282    |
| 1.3867        | 747.0  | 231570 | 1.3863          | 0.276    |
| 1.3867        | 748.0  | 231880 | 1.3863          | 0.286    |
| 1.3866        | 749.0  | 232190 | 1.3863          | 0.276    |
| 1.3864        | 750.0  | 232500 | 1.3863          | 0.264    |
| 1.3864        | 751.0  | 232810 | 1.3863          | 0.26     |
| 1.3868        | 752.0  | 233120 | 1.3863          | 0.262    |
| 1.3868        | 753.0  | 233430 | 1.3863          | 0.276    |
| 1.3867        | 754.0  | 233740 | 1.3863          | 0.276    |
| 1.3864        | 755.0  | 234050 | 1.3863          | 0.252    |
| 1.3864        | 756.0  | 234360 | 1.3863          | 0.276    |
| 1.3864        | 757.0  | 234670 | 1.3863          | 0.276    |
| 1.3864        | 758.0  | 234980 | 1.3863          | 0.274    |
| 1.3866        | 759.0  | 235290 | 1.3863          | 0.27     |
| 1.3869        | 760.0  | 235600 | 1.3863          | 0.276    |
| 1.3869        | 761.0  | 235910 | 1.3863          | 0.276    |
| 1.3863        | 762.0  | 236220 | 1.3863          | 0.268    |
| 1.3869        | 763.0  | 236530 | 1.3863          | 0.274    |
| 1.3869        | 764.0  | 236840 | 1.3863          | 0.276    |
| 1.3867        | 765.0  | 237150 | 1.3863          | 0.274    |
| 1.3867        | 766.0  | 237460 | 1.3863          | 0.278    |
| 1.3866        | 767.0  | 237770 | 1.3863          | 0.262    |
| 1.3864        | 768.0  | 238080 | 1.3863          | 0.274    |
| 1.3864        | 769.0  | 238390 | 1.3863          | 0.276    |
| 1.3868        | 770.0  | 238700 | 1.3863          | 0.28     |
| 1.3867        | 771.0  | 239010 | 1.3863          | 0.276    |
| 1.3867        | 772.0  | 239320 | 1.3863          | 0.26     |
| 1.3867        | 773.0  | 239630 | 1.3863          | 0.258    |
| 1.3867        | 774.0  | 239940 | 1.3863          | 0.28     |
| 1.3867        | 775.0  | 240250 | 1.3863          | 0.272    |
| 1.3865        | 776.0  | 240560 | 1.3863          | 0.276    |
| 1.3865        | 777.0  | 240870 | 1.3863          | 0.276    |
| 1.3867        | 778.0  | 241180 | 1.3863          | 0.264    |
| 1.3867        | 779.0  | 241490 | 1.3863          | 0.27     |
| 1.3867        | 780.0  | 241800 | 1.3863          | 0.276    |
| 1.3863        | 781.0  | 242110 | 1.3863          | 0.276    |
| 1.3863        | 782.0  | 242420 | 1.3863          | 0.276    |
| 1.3861        | 783.0  | 242730 | 1.3863          | 0.276    |
| 1.3865        | 784.0  | 243040 | 1.3863          | 0.274    |
| 1.3865        | 785.0  | 243350 | 1.3863          | 0.262    |
| 1.3866        | 786.0  | 243660 | 1.3863          | 0.26     |
| 1.3866        | 787.0  | 243970 | 1.3863          | 0.276    |
| 1.3865        | 788.0  | 244280 | 1.3863          | 0.306    |
| 1.3866        | 789.0  | 244590 | 1.3863          | 0.276    |
| 1.3866        | 790.0  | 244900 | 1.3863          | 0.256    |
| 1.3861        | 791.0  | 245210 | 1.3863          | 0.278    |
| 1.3869        | 792.0  | 245520 | 1.3863          | 0.25     |
| 1.3869        | 793.0  | 245830 | 1.3863          | 0.28     |
| 1.3864        | 794.0  | 246140 | 1.3863          | 0.286    |
| 1.3864        | 795.0  | 246450 | 1.3863          | 0.276    |
| 1.3865        | 796.0  | 246760 | 1.3863          | 0.286    |
| 1.3864        | 797.0  | 247070 | 1.3863          | 0.276    |
| 1.3864        | 798.0  | 247380 | 1.3863          | 0.276    |
| 1.3868        | 799.0  | 247690 | 1.3863          | 0.254    |
| 1.3864        | 800.0  | 248000 | 1.3863          | 0.26     |
| 1.3864        | 801.0  | 248310 | 1.3863          | 0.276    |
| 1.3864        | 802.0  | 248620 | 1.3863          | 0.284    |
| 1.3864        | 803.0  | 248930 | 1.3863          | 0.276    |
| 1.3863        | 804.0  | 249240 | 1.3863          | 0.272    |
| 1.3867        | 805.0  | 249550 | 1.3863          | 0.27     |
| 1.3867        | 806.0  | 249860 | 1.3863          | 0.276    |
| 1.3866        | 807.0  | 250170 | 1.3863          | 0.254    |
| 1.3866        | 808.0  | 250480 | 1.3863          | 0.272    |
| 1.3863        | 809.0  | 250790 | 1.3863          | 0.276    |
| 1.3864        | 810.0  | 251100 | 1.3863          | 0.276    |
| 1.3864        | 811.0  | 251410 | 1.3863          | 0.276    |
| 1.3863        | 812.0  | 251720 | 1.3863          | 0.276    |
| 1.3866        | 813.0  | 252030 | 1.3863          | 0.272    |
| 1.3866        | 814.0  | 252340 | 1.3863          | 0.27     |
| 1.3865        | 815.0  | 252650 | 1.3863          | 0.284    |
| 1.3865        | 816.0  | 252960 | 1.3863          | 0.276    |
| 1.3867        | 817.0  | 253270 | 1.3863          | 0.276    |
| 1.3863        | 818.0  | 253580 | 1.3863          | 0.28     |
| 1.3863        | 819.0  | 253890 | 1.3863          | 0.29     |
| 1.3864        | 820.0  | 254200 | 1.3863          | 0.272    |
| 1.386         | 821.0  | 254510 | 1.3863          | 0.276    |
| 1.386         | 822.0  | 254820 | 1.3863          | 0.274    |
| 1.3859        | 823.0  | 255130 | 1.3863          | 0.26     |
| 1.3859        | 824.0  | 255440 | 1.3863          | 0.276    |
| 1.3864        | 825.0  | 255750 | 1.3863          | 0.276    |
| 1.3862        | 826.0  | 256060 | 1.3863          | 0.278    |
| 1.3862        | 827.0  | 256370 | 1.3863          | 0.276    |
| 1.3869        | 828.0  | 256680 | 1.3863          | 0.284    |
| 1.3869        | 829.0  | 256990 | 1.3863          | 0.258    |
| 1.3862        | 830.0  | 257300 | 1.3863          | 0.292    |
| 1.3864        | 831.0  | 257610 | 1.3863          | 0.276    |
| 1.3864        | 832.0  | 257920 | 1.3863          | 0.264    |
| 1.3865        | 833.0  | 258230 | 1.3863          | 0.276    |
| 1.3864        | 834.0  | 258540 | 1.3863          | 0.284    |
| 1.3864        | 835.0  | 258850 | 1.3863          | 0.268    |
| 1.3866        | 836.0  | 259160 | 1.3863          | 0.288    |
| 1.3866        | 837.0  | 259470 | 1.3863          | 0.276    |
| 1.3859        | 838.0  | 259780 | 1.3863          | 0.274    |
| 1.3863        | 839.0  | 260090 | 1.3863          | 0.252    |
| 1.3863        | 840.0  | 260400 | 1.3863          | 0.282    |
| 1.3863        | 841.0  | 260710 | 1.3863          | 0.276    |
| 1.3864        | 842.0  | 261020 | 1.3863          | 0.266    |
| 1.3864        | 843.0  | 261330 | 1.3863          | 0.282    |
| 1.3862        | 844.0  | 261640 | 1.3863          | 0.276    |
| 1.3862        | 845.0  | 261950 | 1.3863          | 0.274    |
| 1.3866        | 846.0  | 262260 | 1.3863          | 0.276    |
| 1.3863        | 847.0  | 262570 | 1.3863          | 0.242    |
| 1.3863        | 848.0  | 262880 | 1.3863          | 0.28     |
| 1.3868        | 849.0  | 263190 | 1.3863          | 0.276    |
| 1.3866        | 850.0  | 263500 | 1.3863          | 0.278    |
| 1.3866        | 851.0  | 263810 | 1.3863          | 0.278    |
| 1.3865        | 852.0  | 264120 | 1.3863          | 0.27     |
| 1.3865        | 853.0  | 264430 | 1.3863          | 0.276    |
| 1.3865        | 854.0  | 264740 | 1.3863          | 0.246    |
| 1.3865        | 855.0  | 265050 | 1.3863          | 0.276    |
| 1.3865        | 856.0  | 265360 | 1.3863          | 0.276    |
| 1.3862        | 857.0  | 265670 | 1.3863          | 0.28     |
| 1.3862        | 858.0  | 265980 | 1.3863          | 0.264    |
| 1.386         | 859.0  | 266290 | 1.3863          | 0.274    |
| 1.3858        | 860.0  | 266600 | 1.3863          | 0.272    |
| 1.3858        | 861.0  | 266910 | 1.3863          | 0.272    |
| 1.3868        | 862.0  | 267220 | 1.3863          | 0.276    |
| 1.3863        | 863.0  | 267530 | 1.3863          | 0.264    |
| 1.3863        | 864.0  | 267840 | 1.3863          | 0.272    |
| 1.3866        | 865.0  | 268150 | 1.3863          | 0.254    |
| 1.3866        | 866.0  | 268460 | 1.3863          | 0.278    |
| 1.3861        | 867.0  | 268770 | 1.3863          | 0.276    |
| 1.3863        | 868.0  | 269080 | 1.3863          | 0.272    |
| 1.3863        | 869.0  | 269390 | 1.3863          | 0.264    |
| 1.3866        | 870.0  | 269700 | 1.3863          | 0.276    |
| 1.3865        | 871.0  | 270010 | 1.3863          | 0.276    |
| 1.3865        | 872.0  | 270320 | 1.3863          | 0.276    |
| 1.3864        | 873.0  | 270630 | 1.3863          | 0.266    |
| 1.3864        | 874.0  | 270940 | 1.3863          | 0.274    |
| 1.3862        | 875.0  | 271250 | 1.3863          | 0.276    |
| 1.3865        | 876.0  | 271560 | 1.3863          | 0.266    |
| 1.3865        | 877.0  | 271870 | 1.3863          | 0.28     |
| 1.3868        | 878.0  | 272180 | 1.3863          | 0.276    |
| 1.3868        | 879.0  | 272490 | 1.3863          | 0.276    |
| 1.3865        | 880.0  | 272800 | 1.3863          | 0.276    |
| 1.3862        | 881.0  | 273110 | 1.3863          | 0.276    |
| 1.3862        | 882.0  | 273420 | 1.3863          | 0.276    |
| 1.3866        | 883.0  | 273730 | 1.3863          | 0.286    |
| 1.3865        | 884.0  | 274040 | 1.3863          | 0.258    |
| 1.3865        | 885.0  | 274350 | 1.3863          | 0.272    |
| 1.3863        | 886.0  | 274660 | 1.3863          | 0.276    |
| 1.3863        | 887.0  | 274970 | 1.3863          | 0.276    |
| 1.3866        | 888.0  | 275280 | 1.3863          | 0.276    |
| 1.3863        | 889.0  | 275590 | 1.3863          | 0.276    |
| 1.3863        | 890.0  | 275900 | 1.3863          | 0.276    |
| 1.3864        | 891.0  | 276210 | 1.3863          | 0.27     |
| 1.3864        | 892.0  | 276520 | 1.3863          | 0.266    |
| 1.3864        | 893.0  | 276830 | 1.3863          | 0.276    |
| 1.3864        | 894.0  | 277140 | 1.3863          | 0.276    |
| 1.3864        | 895.0  | 277450 | 1.3863          | 0.282    |
| 1.3866        | 896.0  | 277760 | 1.3863          | 0.27     |
| 1.3868        | 897.0  | 278070 | 1.3863          | 0.28     |
| 1.3868        | 898.0  | 278380 | 1.3863          | 0.288    |
| 1.3863        | 899.0  | 278690 | 1.3863          | 0.27     |
| 1.3865        | 900.0  | 279000 | 1.3863          | 0.284    |
| 1.3865        | 901.0  | 279310 | 1.3863          | 0.276    |
| 1.3867        | 902.0  | 279620 | 1.3863          | 0.272    |
| 1.3867        | 903.0  | 279930 | 1.3863          | 0.276    |
| 1.3864        | 904.0  | 280240 | 1.3863          | 0.304    |
| 1.3865        | 905.0  | 280550 | 1.3863          | 0.278    |
| 1.3865        | 906.0  | 280860 | 1.3863          | 0.276    |
| 1.3862        | 907.0  | 281170 | 1.3863          | 0.276    |
| 1.3862        | 908.0  | 281480 | 1.3863          | 0.27     |
| 1.3865        | 909.0  | 281790 | 1.3863          | 0.266    |
| 1.3863        | 910.0  | 282100 | 1.3863          | 0.276    |
| 1.3863        | 911.0  | 282410 | 1.3863          | 0.256    |
| 1.3865        | 912.0  | 282720 | 1.3863          | 0.262    |
| 1.3866        | 913.0  | 283030 | 1.3863          | 0.268    |
| 1.3866        | 914.0  | 283340 | 1.3863          | 0.288    |
| 1.386         | 915.0  | 283650 | 1.3863          | 0.276    |
| 1.386         | 916.0  | 283960 | 1.3863          | 0.272    |
| 1.3862        | 917.0  | 284270 | 1.3863          | 0.276    |
| 1.3863        | 918.0  | 284580 | 1.3863          | 0.276    |
| 1.3863        | 919.0  | 284890 | 1.3863          | 0.266    |
| 1.3863        | 920.0  | 285200 | 1.3863          | 0.252    |
| 1.3862        | 921.0  | 285510 | 1.3863          | 0.276    |
| 1.3862        | 922.0  | 285820 | 1.3863          | 0.252    |
| 1.3863        | 923.0  | 286130 | 1.3863          | 0.268    |
| 1.3863        | 924.0  | 286440 | 1.3863          | 0.276    |
| 1.3866        | 925.0  | 286750 | 1.3863          | 0.272    |
| 1.3867        | 926.0  | 287060 | 1.3863          | 0.272    |
| 1.3867        | 927.0  | 287370 | 1.3863          | 0.276    |
| 1.3869        | 928.0  | 287680 | 1.3863          | 0.276    |
| 1.3869        | 929.0  | 287990 | 1.3863          | 0.276    |
| 1.3864        | 930.0  | 288300 | 1.3863          | 0.266    |
| 1.3862        | 931.0  | 288610 | 1.3863          | 0.258    |
| 1.3862        | 932.0  | 288920 | 1.3863          | 0.276    |
| 1.3864        | 933.0  | 289230 | 1.3863          | 0.27     |
| 1.3861        | 934.0  | 289540 | 1.3863          | 0.276    |
| 1.3861        | 935.0  | 289850 | 1.3863          | 0.274    |
| 1.3869        | 936.0  | 290160 | 1.3863          | 0.274    |
| 1.3869        | 937.0  | 290470 | 1.3863          | 0.276    |
| 1.3861        | 938.0  | 290780 | 1.3863          | 0.252    |
| 1.386         | 939.0  | 291090 | 1.3863          | 0.276    |
| 1.386         | 940.0  | 291400 | 1.3863          | 0.266    |
| 1.3865        | 941.0  | 291710 | 1.3863          | 0.274    |
| 1.3862        | 942.0  | 292020 | 1.3863          | 0.274    |
| 1.3862        | 943.0  | 292330 | 1.3863          | 0.26     |
| 1.3863        | 944.0  | 292640 | 1.3863          | 0.268    |
| 1.3863        | 945.0  | 292950 | 1.3863          | 0.274    |
| 1.3868        | 946.0  | 293260 | 1.3863          | 0.276    |
| 1.3865        | 947.0  | 293570 | 1.3863          | 0.256    |
| 1.3865        | 948.0  | 293880 | 1.3863          | 0.296    |
| 1.3863        | 949.0  | 294190 | 1.3863          | 0.276    |
| 1.3865        | 950.0  | 294500 | 1.3863          | 0.272    |
| 1.3865        | 951.0  | 294810 | 1.3863          | 0.276    |
| 1.3868        | 952.0  | 295120 | 1.3863          | 0.276    |
| 1.3868        | 953.0  | 295430 | 1.3863          | 0.282    |
| 1.3862        | 954.0  | 295740 | 1.3863          | 0.264    |
| 1.3864        | 955.0  | 296050 | 1.3863          | 0.278    |
| 1.3864        | 956.0  | 296360 | 1.3863          | 0.276    |
| 1.3864        | 957.0  | 296670 | 1.3863          | 0.274    |
| 1.3864        | 958.0  | 296980 | 1.3863          | 0.28     |
| 1.3855        | 959.0  | 297290 | 1.3863          | 0.25     |
| 1.3859        | 960.0  | 297600 | 1.3863          | 0.27     |
| 1.3859        | 961.0  | 297910 | 1.3863          | 0.276    |
| 1.3863        | 962.0  | 298220 | 1.3863          | 0.278    |
| 1.3867        | 963.0  | 298530 | 1.3863          | 0.278    |
| 1.3867        | 964.0  | 298840 | 1.3863          | 0.264    |
| 1.3863        | 965.0  | 299150 | 1.3863          | 0.278    |
| 1.3863        | 966.0  | 299460 | 1.3863          | 0.268    |
| 1.3865        | 967.0  | 299770 | 1.3863          | 0.276    |
| 1.3866        | 968.0  | 300080 | 1.3863          | 0.272    |
| 1.3866        | 969.0  | 300390 | 1.3863          | 0.278    |
| 1.3869        | 970.0  | 300700 | 1.3863          | 0.278    |
| 1.3868        | 971.0  | 301010 | 1.3863          | 0.276    |
| 1.3868        | 972.0  | 301320 | 1.3863          | 0.276    |
| 1.3865        | 973.0  | 301630 | 1.3863          | 0.284    |
| 1.3865        | 974.0  | 301940 | 1.3863          | 0.266    |
| 1.3862        | 975.0  | 302250 | 1.3863          | 0.288    |
| 1.3864        | 976.0  | 302560 | 1.3863          | 0.276    |
| 1.3864        | 977.0  | 302870 | 1.3863          | 0.266    |
| 1.3859        | 978.0  | 303180 | 1.3863          | 0.276    |
| 1.3859        | 979.0  | 303490 | 1.3863          | 0.27     |
| 1.3861        | 980.0  | 303800 | 1.3863          | 0.272    |
| 1.3864        | 981.0  | 304110 | 1.3863          | 0.278    |
| 1.3864        | 982.0  | 304420 | 1.3863          | 0.278    |
| 1.3866        | 983.0  | 304730 | 1.3863          | 0.262    |
| 1.3862        | 984.0  | 305040 | 1.3863          | 0.276    |
| 1.3862        | 985.0  | 305350 | 1.3863          | 0.268    |
| 1.3862        | 986.0  | 305660 | 1.3863          | 0.278    |
| 1.3862        | 987.0  | 305970 | 1.3863          | 0.274    |
| 1.3862        | 988.0  | 306280 | 1.3863          | 0.264    |
| 1.3867        | 989.0  | 306590 | 1.3863          | 0.276    |
| 1.3867        | 990.0  | 306900 | 1.3863          | 0.272    |
| 1.3869        | 991.0  | 307210 | 1.3863          | 0.276    |
| 1.3863        | 992.0  | 307520 | 1.3863          | 0.276    |
| 1.3863        | 993.0  | 307830 | 1.3863          | 0.262    |
| 1.3865        | 994.0  | 308140 | 1.3863          | 0.28     |
| 1.3865        | 995.0  | 308450 | 1.3863          | 0.286    |
| 1.3868        | 996.0  | 308760 | 1.3863          | 0.29     |
| 1.3866        | 997.0  | 309070 | 1.3863          | 0.268    |
| 1.3866        | 998.0  | 309380 | 1.3863          | 0.276    |
| 1.3864        | 999.0  | 309690 | 1.3863          | 0.282    |
| 1.3861        | 1000.0 | 310000 | 1.3863          | 0.268    |


### Framework versions

- Transformers 4.21.3
- Pytorch 1.12.1
- Datasets 2.5.1
- Tokenizers 0.11.0