Hugging Face's logo

bowphs
/
latin_experiments

Model card Files
xet
Community
latin_experiments
File size: 71,406 Bytes 
c34decd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
2025-04-08 12:39:00 INFO: Running parser in train mode
2025-04-08 12:39:00 INFO: Directory saved_models/depparse does not exist; creating...
2025-04-08 12:39:00 INFO: Loading data with batch size 5000...
2025-04-08 12:39:01 INFO: Original data size: 5089
2025-04-08 12:39:01 WARNING: Found no sentences which matched can_augment_predicate <function can_augment_nopunct_predicate at 0x1536a05bd440>
2025-04-08 12:39:01 INFO: Augmented data size: 5089
2025-04-08 12:39:02 WARNING: la_giuseppe is not a known dataset.  Examining the data to choose which xpos vocab to use
2025-04-08 12:39:02 INFO: Original length = 5089
2025-04-08 12:39:02 INFO: Filtered length = 5089
2025-04-08 12:39:03 WARNING: Chose XPOSDescription(xpos_type=<XPOSType.XPOS: 1>, sep='') for the xpos factory for la_giuseppe
2025-04-08 12:39:05 DEBUG: 19 batches created.
2025-04-08 12:39:05 DEBUG: 3 batches created.
2025-04-08 12:39:05 INFO: Training parser...
Some weights of RobertaModel were not initialized from the model checkpoint at bowphs/LaBerta and are newly initialized: ['roberta.pooler.dense.bias', 'roberta.pooler.dense.weight']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
2025-04-08 12:39:07 DEBUG: Building Adam with lr=0.003000, betas=(0.9, 0.95), eps=0.000001
2025-04-08 12:39:08 DEBUG: Building Adam with lr=0.003000, betas=(0.9, 0.95), eps=0.000001, weight_decay=0.0
2025-04-08 12:39:22 INFO: Finished STEP 20/50000, loss = 5.539350 (0.812 sec/batch), lr: 0.003000
2025-04-08 12:39:35 INFO: Finished STEP 40/50000, loss = 5.667335 (0.964 sec/batch), lr: 0.003000
2025-04-08 12:39:47 INFO: Finished STEP 60/50000, loss = 7.796917 (0.509 sec/batch), lr: 0.003000
2025-04-08 12:40:00 INFO: Finished STEP 80/50000, loss = 8.955844 (0.499 sec/batch), lr: 0.003000
2025-04-08 12:40:13 INFO: Finished STEP 100/50000, loss = 6.841305 (0.480 sec/batch), lr: 0.003000
2025-04-08 12:40:13 INFO: Evaluating on dev set...
2025-04-08 12:40:19 INFO: LAS	MLAS	BLEX
2025-04-08 12:40:19 INFO: 5.66	0.00	0.00
2025-04-08 12:40:19 INFO: step 100: train_loss = 12.155895, dev_score = 0.0566
2025-04-08 12:40:20 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:40:20 INFO: new best model saved.
2025-04-08 12:40:20 INFO: scheduler bert_scheduler learning rate: [0.0]
2025-04-08 12:40:20 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:40:20 INFO: new model checkpoint saved.
2025-04-08 12:40:34 INFO: Finished STEP 120/50000, loss = 6.639511 (0.490 sec/batch), lr: 0.003000
2025-04-08 12:40:47 INFO: Finished STEP 140/50000, loss = 6.906423 (0.602 sec/batch), lr: 0.003000
2025-04-08 12:41:00 INFO: Finished STEP 160/50000, loss = 4.782283 (0.574 sec/batch), lr: 0.003000
2025-04-08 12:41:13 INFO: Finished STEP 180/50000, loss = 4.495800 (0.574 sec/batch), lr: 0.003000
/gpfs/bwfor/home/hd/hd_hd/hd_ec199/reproduce/evalatin2024-latinpipe/.venv/lib/python3.12/site-packages/torch/optim/lr_scheduler.py:240: UserWarning: The epoch parameter in `scheduler.step()` was not necessary and is being deprecated where possible. Please use `scheduler.step()` to step the scheduler. During the deprecation, if epoch is different from None, the closed form is used instead of the new chainable form, where available. Please open an issue if you are unable to replicate your use case: https://github.com/pytorch/pytorch/issues/new/choose.
  warnings.warn(EPOCH_DEPRECATION_WARNING, UserWarning)
2025-04-08 12:41:26 INFO: Finished STEP 200/50000, loss = 3.751415 (0.638 sec/batch), lr: 0.003000
2025-04-08 12:41:26 INFO: Evaluating on dev set...
2025-04-08 12:41:30 INFO: LAS	MLAS	BLEX
2025-04-08 12:41:30 INFO: 32.20	0.00	0.00
2025-04-08 12:41:30 INFO: step 200: train_loss = 5.704251, dev_score = 0.3220
2025-04-08 12:41:30 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:41:30 INFO: new best model saved.
2025-04-08 12:41:30 INFO: scheduler bert_scheduler learning rate: [0.0]
2025-04-08 12:41:31 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:41:31 INFO: new model checkpoint saved.
2025-04-08 12:41:44 INFO: Finished STEP 220/50000, loss = 5.551241 (0.487 sec/batch), lr: 0.003000
2025-04-08 12:41:57 INFO: Finished STEP 240/50000, loss = 3.565381 (0.572 sec/batch), lr: 0.003000
2025-04-08 12:42:10 INFO: Finished STEP 260/50000, loss = 4.956666 (0.489 sec/batch), lr: 0.003000
2025-04-08 12:42:23 INFO: Finished STEP 280/50000, loss = 2.984083 (0.613 sec/batch), lr: 0.003000
2025-04-08 12:42:37 INFO: Finished STEP 300/50000, loss = 6.103778 (0.500 sec/batch), lr: 0.003000
2025-04-08 12:42:37 INFO: Evaluating on dev set...
2025-04-08 12:42:39 INFO: LAS	MLAS	BLEX
2025-04-08 12:42:39 INFO: 45.78	0.00	0.00
2025-04-08 12:42:39 INFO: step 300: train_loss = 3.965885, dev_score = 0.4578
2025-04-08 12:42:39 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:42:39 INFO: new best model saved.
2025-04-08 12:42:39 INFO: scheduler bert_scheduler learning rate: [0.0015]
2025-04-08 12:42:40 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:42:40 INFO: new model checkpoint saved.
2025-04-08 12:42:53 INFO: Finished STEP 320/50000, loss = 2.712356 (0.611 sec/batch), lr: 0.003000
2025-04-08 12:43:06 INFO: Finished STEP 340/50000, loss = 3.037747 (0.566 sec/batch), lr: 0.003000
2025-04-08 12:43:18 INFO: Finished STEP 360/50000, loss = 3.229224 (0.585 sec/batch), lr: 0.003000
2025-04-08 12:43:32 INFO: Finished STEP 380/50000, loss = 5.710863 (0.527 sec/batch), lr: 0.003000
2025-04-08 12:43:45 INFO: Finished STEP 400/50000, loss = 3.193926 (0.579 sec/batch), lr: 0.003000
2025-04-08 12:43:45 INFO: Evaluating on dev set...
2025-04-08 12:43:48 INFO: LAS	MLAS	BLEX
2025-04-08 12:43:48 INFO: 41.43	0.00	0.00
2025-04-08 12:43:48 INFO: step 400: train_loss = 3.817218, dev_score = 0.4143
2025-04-08 12:43:48 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:43:49 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:43:49 INFO: new model checkpoint saved.
2025-04-08 12:44:01 INFO: Finished STEP 420/50000, loss = 3.967075 (0.520 sec/batch), lr: 0.003000
2025-04-08 12:44:15 INFO: Finished STEP 440/50000, loss = 4.157637 (0.501 sec/batch), lr: 0.003000
2025-04-08 12:44:27 INFO: Finished STEP 460/50000, loss = 3.213076 (0.593 sec/batch), lr: 0.003000
2025-04-08 12:44:41 INFO: Finished STEP 480/50000, loss = 2.960643 (0.579 sec/batch), lr: 0.003000
2025-04-08 12:44:54 INFO: Finished STEP 500/50000, loss = 2.068380 (0.804 sec/batch), lr: 0.003000
2025-04-08 12:44:54 INFO: Evaluating on dev set...
2025-04-08 12:44:57 INFO: LAS	MLAS	BLEX
2025-04-08 12:44:57 INFO: 48.52	0.00	0.00
2025-04-08 12:44:57 INFO: step 500: train_loss = 3.894343, dev_score = 0.4852
2025-04-08 12:44:57 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:44:57 INFO: new best model saved.
2025-04-08 12:44:57 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:44:58 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:44:58 INFO: new model checkpoint saved.
2025-04-08 12:45:10 INFO: Finished STEP 520/50000, loss = 3.490720 (0.527 sec/batch), lr: 0.003000
2025-04-08 12:45:23 INFO: Finished STEP 540/50000, loss = 3.225158 (0.543 sec/batch), lr: 0.003000
2025-04-08 12:45:37 INFO: Finished STEP 560/50000, loss = 3.686380 (0.518 sec/batch), lr: 0.003000
2025-04-08 12:45:50 INFO: Finished STEP 580/50000, loss = 3.711233 (0.500 sec/batch), lr: 0.003000
2025-04-08 12:46:02 INFO: Finished STEP 600/50000, loss = 1.564660 (0.974 sec/batch), lr: 0.003000
2025-04-08 12:46:02 INFO: Evaluating on dev set...
2025-04-08 12:46:05 INFO: LAS	MLAS	BLEX
2025-04-08 12:46:05 INFO: 51.38	0.00	0.00
2025-04-08 12:46:05 INFO: step 600: train_loss = 3.569887, dev_score = 0.5138
2025-04-08 12:46:05 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:46:05 INFO: new best model saved.
2025-04-08 12:46:05 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:46:06 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:46:06 INFO: new model checkpoint saved.
2025-04-08 12:46:19 INFO: Finished STEP 620/50000, loss = 7.548009 (0.589 sec/batch), lr: 0.003000
2025-04-08 12:46:31 INFO: Finished STEP 640/50000, loss = 4.128086 (0.486 sec/batch), lr: 0.003000
2025-04-08 12:46:45 INFO: Finished STEP 660/50000, loss = 3.399152 (0.490 sec/batch), lr: 0.003000
2025-04-08 12:46:58 INFO: Finished STEP 680/50000, loss = 3.657129 (0.484 sec/batch), lr: 0.003000
2025-04-08 12:47:11 INFO: Finished STEP 700/50000, loss = 3.181570 (0.508 sec/batch), lr: 0.003000
2025-04-08 12:47:11 INFO: Evaluating on dev set...
2025-04-08 12:47:13 INFO: LAS	MLAS	BLEX
2025-04-08 12:47:13 INFO: 53.25	0.00	0.00
2025-04-08 12:47:13 INFO: step 700: train_loss = 3.260934, dev_score = 0.5325
2025-04-08 12:47:14 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:47:14 INFO: new best model saved.
2025-04-08 12:47:14 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:47:14 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:47:14 INFO: new model checkpoint saved.
2025-04-08 12:47:27 INFO: Finished STEP 720/50000, loss = 2.654041 (0.564 sec/batch), lr: 0.003000
2025-04-08 12:47:40 INFO: Finished STEP 740/50000, loss = 1.538671 (0.963 sec/batch), lr: 0.003000
2025-04-08 12:47:53 INFO: Finished STEP 760/50000, loss = 2.957897 (0.555 sec/batch), lr: 0.003000
2025-04-08 12:48:06 INFO: Finished STEP 780/50000, loss = 2.886534 (0.549 sec/batch), lr: 0.003000
2025-04-08 12:48:19 INFO: Finished STEP 800/50000, loss = 2.972443 (0.545 sec/batch), lr: 0.003000
2025-04-08 12:48:19 INFO: Evaluating on dev set...
2025-04-08 12:48:21 INFO: LAS	MLAS	BLEX
2025-04-08 12:48:21 INFO: 53.55	0.00	0.00
2025-04-08 12:48:21 INFO: step 800: train_loss = 3.219666, dev_score = 0.5355
2025-04-08 12:48:21 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:48:21 INFO: new best model saved.
2025-04-08 12:48:21 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:48:22 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:48:22 INFO: new model checkpoint saved.
2025-04-08 12:48:35 INFO: Finished STEP 820/50000, loss = 3.050849 (0.548 sec/batch), lr: 0.003000
2025-04-08 12:48:48 INFO: Finished STEP 840/50000, loss = 6.544877 (0.366 sec/batch), lr: 0.003000
2025-04-08 12:49:01 INFO: Finished STEP 860/50000, loss = 1.277311 (0.964 sec/batch), lr: 0.003000
2025-04-08 12:49:14 INFO: Finished STEP 880/50000, loss = 4.767632 (0.500 sec/batch), lr: 0.003000
2025-04-08 12:49:27 INFO: Finished STEP 900/50000, loss = 4.074880 (0.488 sec/batch), lr: 0.003000
2025-04-08 12:49:27 INFO: Evaluating on dev set...
2025-04-08 12:49:29 INFO: LAS	MLAS	BLEX
2025-04-08 12:49:29 INFO: 54.61	0.00	0.00
2025-04-08 12:49:29 INFO: step 900: train_loss = 3.083053, dev_score = 0.5461
2025-04-08 12:49:30 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:49:30 INFO: new best model saved.
2025-04-08 12:49:30 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:49:30 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:49:30 INFO: new model checkpoint saved.
2025-04-08 12:49:44 INFO: Finished STEP 920/50000, loss = 2.859793 (0.570 sec/batch), lr: 0.003000
2025-04-08 12:49:56 INFO: Finished STEP 940/50000, loss = 2.462156 (0.576 sec/batch), lr: 0.003000
2025-04-08 12:50:09 INFO: Finished STEP 960/50000, loss = 1.037470 (0.633 sec/batch), lr: 0.003000
2025-04-08 12:50:22 INFO: Finished STEP 980/50000, loss = 2.250489 (0.608 sec/batch), lr: 0.003000
2025-04-08 12:50:35 INFO: Finished STEP 1000/50000, loss = 3.635698 (0.482 sec/batch), lr: 0.003000
2025-04-08 12:50:35 INFO: Evaluating on dev set...
2025-04-08 12:50:37 INFO: LAS	MLAS	BLEX
2025-04-08 12:50:37 INFO: 55.65	0.00	0.00
2025-04-08 12:50:37 INFO: step 1000: train_loss = 3.043254, dev_score = 0.5565
2025-04-08 12:50:37 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:50:37 INFO: new best model saved.
2025-04-08 12:50:37 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:50:38 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:50:38 INFO: new model checkpoint saved.
2025-04-08 12:50:51 INFO: Finished STEP 1020/50000, loss = 2.816247 (0.493 sec/batch), lr: 0.003000
2025-04-08 12:51:04 INFO: Finished STEP 1040/50000, loss = 2.291480 (0.568 sec/batch), lr: 0.003000
2025-04-08 12:51:17 INFO: Finished STEP 1060/50000, loss = 2.112345 (0.578 sec/batch), lr: 0.003000
2025-04-08 12:51:30 INFO: Finished STEP 1080/50000, loss = 1.477807 (0.798 sec/batch), lr: 0.003000
2025-04-08 12:51:43 INFO: Finished STEP 1100/50000, loss = 2.729558 (0.525 sec/batch), lr: 0.003000
2025-04-08 12:51:43 INFO: Evaluating on dev set...
2025-04-08 12:51:45 INFO: LAS	MLAS	BLEX
2025-04-08 12:51:45 INFO: 56.91	0.00	0.00
2025-04-08 12:51:45 INFO: step 1100: train_loss = 2.878591, dev_score = 0.5691
2025-04-08 12:51:45 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:51:45 INFO: new best model saved.
2025-04-08 12:51:45 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:51:46 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:51:46 INFO: new model checkpoint saved.
2025-04-08 12:51:59 INFO: Finished STEP 1120/50000, loss = 2.260900 (0.575 sec/batch), lr: 0.003000
2025-04-08 12:52:12 INFO: Finished STEP 1140/50000, loss = 2.533880 (0.569 sec/batch), lr: 0.003000
2025-04-08 12:52:25 INFO: Finished STEP 1160/50000, loss = 1.987008 (0.608 sec/batch), lr: 0.003000
2025-04-08 12:52:38 INFO: Finished STEP 1180/50000, loss = 2.895975 (0.501 sec/batch), lr: 0.003000
2025-04-08 12:52:51 INFO: Finished STEP 1200/50000, loss = 3.675969 (0.484 sec/batch), lr: 0.003000
2025-04-08 12:52:51 INFO: Evaluating on dev set...
2025-04-08 12:52:53 INFO: LAS	MLAS	BLEX
2025-04-08 12:52:53 INFO: 57.55	0.00	0.00
2025-04-08 12:52:53 INFO: step 1200: train_loss = 2.809461, dev_score = 0.5755
2025-04-08 12:52:53 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:52:53 INFO: new best model saved.
2025-04-08 12:52:53 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:52:54 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:52:54 INFO: new model checkpoint saved.
2025-04-08 12:53:06 INFO: Finished STEP 1220/50000, loss = 2.549118 (0.547 sec/batch), lr: 0.003000
2025-04-08 12:53:19 INFO: Finished STEP 1240/50000, loss = 1.974401 (0.577 sec/batch), lr: 0.003000
2025-04-08 12:53:32 INFO: Finished STEP 1260/50000, loss = 3.038520 (0.492 sec/batch), lr: 0.003000
2025-04-08 12:53:45 INFO: Finished STEP 1280/50000, loss = 1.310572 (0.811 sec/batch), lr: 0.003000
2025-04-08 12:53:58 INFO: Finished STEP 1300/50000, loss = 4.426167 (0.498 sec/batch), lr: 0.003000
2025-04-08 12:53:58 INFO: Evaluating on dev set...
2025-04-08 12:54:00 INFO: LAS	MLAS	BLEX
2025-04-08 12:54:00 INFO: 58.68	0.00	0.00
2025-04-08 12:54:00 INFO: step 1300: train_loss = 2.730646, dev_score = 0.5868
2025-04-08 12:54:01 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:54:01 INFO: new best model saved.
2025-04-08 12:54:01 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:54:01 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:54:01 INFO: new model checkpoint saved.
2025-04-08 12:54:14 INFO: Finished STEP 1320/50000, loss = 2.054265 (0.578 sec/batch), lr: 0.003000
2025-04-08 12:54:27 INFO: Finished STEP 1340/50000, loss = 2.539223 (0.506 sec/batch), lr: 0.003000
2025-04-08 12:54:40 INFO: Finished STEP 1360/50000, loss = 2.670833 (0.512 sec/batch), lr: 0.003000
2025-04-08 12:54:53 INFO: Finished STEP 1380/50000, loss = 2.105981 (0.568 sec/batch), lr: 0.003000
2025-04-08 12:55:06 INFO: Finished STEP 1400/50000, loss = 1.710022 (0.641 sec/batch), lr: 0.003000
2025-04-08 12:55:06 INFO: Evaluating on dev set...
2025-04-08 12:55:08 INFO: LAS	MLAS	BLEX
2025-04-08 12:55:08 INFO: 57.54	0.00	0.00
2025-04-08 12:55:08 INFO: step 1400: train_loss = 2.666066, dev_score = 0.5754
2025-04-08 12:55:08 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:55:09 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:55:09 INFO: new model checkpoint saved.
2025-04-08 12:55:22 INFO: Finished STEP 1420/50000, loss = 2.763271 (0.519 sec/batch), lr: 0.003000
2025-04-08 12:55:34 INFO: Finished STEP 1440/50000, loss = 3.339348 (0.485 sec/batch), lr: 0.003000
2025-04-08 12:55:47 INFO: Finished STEP 1460/50000, loss = 1.654047 (0.678 sec/batch), lr: 0.003000
2025-04-08 12:56:00 INFO: Finished STEP 1480/50000, loss = 2.732059 (0.519 sec/batch), lr: 0.003000
2025-04-08 12:56:13 INFO: Finished STEP 1500/50000, loss = 3.039102 (0.511 sec/batch), lr: 0.003000
2025-04-08 12:56:13 INFO: Evaluating on dev set...
2025-04-08 12:56:15 INFO: LAS	MLAS	BLEX
2025-04-08 12:56:15 INFO: 58.79	0.00	0.00
2025-04-08 12:56:15 INFO: step 1500: train_loss = 2.703031, dev_score = 0.5879
2025-04-08 12:56:15 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:56:15 INFO: new best model saved.
2025-04-08 12:56:15 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:56:16 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:56:16 INFO: new model checkpoint saved.
2025-04-08 12:56:29 INFO: Finished STEP 1520/50000, loss = 1.318498 (0.816 sec/batch), lr: 0.003000
2025-04-08 12:56:42 INFO: Finished STEP 1540/50000, loss = 1.286851 (0.814 sec/batch), lr: 0.003000
2025-04-08 12:56:55 INFO: Finished STEP 1560/50000, loss = 1.444117 (0.800 sec/batch), lr: 0.003000
2025-04-08 12:57:08 INFO: Finished STEP 1580/50000, loss = 2.130930 (0.577 sec/batch), lr: 0.003000
2025-04-08 12:57:21 INFO: Finished STEP 1600/50000, loss = 2.605561 (0.536 sec/batch), lr: 0.003000
2025-04-08 12:57:21 INFO: Evaluating on dev set...
2025-04-08 12:57:23 INFO: LAS	MLAS	BLEX
2025-04-08 12:57:23 INFO: 58.78	0.00	0.00
2025-04-08 12:57:23 INFO: step 1600: train_loss = 2.673654, dev_score = 0.5878
2025-04-08 12:57:23 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:57:24 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:57:24 INFO: new model checkpoint saved.
2025-04-08 12:57:37 INFO: Finished STEP 1620/50000, loss = 3.006736 (0.483 sec/batch), lr: 0.003000
2025-04-08 12:57:49 INFO: Finished STEP 1640/50000, loss = 2.466913 (0.539 sec/batch), lr: 0.003000
2025-04-08 12:58:02 INFO: Finished STEP 1660/50000, loss = 3.121765 (0.499 sec/batch), lr: 0.003000
2025-04-08 12:58:15 INFO: Finished STEP 1680/50000, loss = 2.677148 (0.519 sec/batch), lr: 0.003000
2025-04-08 12:58:28 INFO: Finished STEP 1700/50000, loss = 2.791246 (0.492 sec/batch), lr: 0.003000
2025-04-08 12:58:28 INFO: Evaluating on dev set...
2025-04-08 12:58:30 INFO: LAS	MLAS	BLEX
2025-04-08 12:58:30 INFO: 59.24	0.00	0.00
2025-04-08 12:58:30 INFO: step 1700: train_loss = 2.587400, dev_score = 0.5924
2025-04-08 12:58:30 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:58:30 INFO: new best model saved.
2025-04-08 12:58:30 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:58:31 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:58:31 INFO: new model checkpoint saved.
2025-04-08 12:58:44 INFO: Finished STEP 1720/50000, loss = 3.274817 (0.501 sec/batch), lr: 0.003000
2025-04-08 12:58:56 INFO: Finished STEP 1740/50000, loss = 2.317755 (0.543 sec/batch), lr: 0.003000
2025-04-08 12:59:10 INFO: Finished STEP 1760/50000, loss = 2.167442 (0.577 sec/batch), lr: 0.003000
2025-04-08 12:59:22 INFO: Finished STEP 1780/50000, loss = 2.197192 (0.554 sec/batch), lr: 0.003000
2025-04-08 12:59:36 INFO: Finished STEP 1800/50000, loss = 1.999892 (0.568 sec/batch), lr: 0.003000
2025-04-08 12:59:36 INFO: Evaluating on dev set...
2025-04-08 12:59:38 INFO: LAS	MLAS	BLEX
2025-04-08 12:59:38 INFO: 59.53	0.00	0.00
2025-04-08 12:59:38 INFO: step 1800: train_loss = 2.634204, dev_score = 0.5953
2025-04-08 12:59:38 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 12:59:38 INFO: new best model saved.
2025-04-08 12:59:38 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 12:59:39 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 12:59:39 INFO: new model checkpoint saved.
2025-04-08 12:59:52 INFO: Finished STEP 1820/50000, loss = 2.443938 (0.507 sec/batch), lr: 0.003000
2025-04-08 13:00:05 INFO: Finished STEP 1840/50000, loss = 1.621668 (0.644 sec/batch), lr: 0.003000
2025-04-08 13:00:18 INFO: Finished STEP 1860/50000, loss = 5.905592 (0.367 sec/batch), lr: 0.003000
2025-04-08 13:00:30 INFO: Finished STEP 1880/50000, loss = 0.991068 (0.636 sec/batch), lr: 0.003000
2025-04-08 13:00:44 INFO: Finished STEP 1900/50000, loss = 6.288648 (0.590 sec/batch), lr: 0.003000
2025-04-08 13:00:44 INFO: Evaluating on dev set...
2025-04-08 13:00:45 INFO: LAS	MLAS	BLEX
2025-04-08 13:00:45 INFO: 59.80	0.00	0.00
2025-04-08 13:00:45 INFO: step 1900: train_loss = 2.470928, dev_score = 0.5980
2025-04-08 13:00:46 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:00:46 INFO: new best model saved.
2025-04-08 13:00:46 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:00:46 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:00:46 INFO: new model checkpoint saved.
2025-04-08 13:00:59 INFO: Finished STEP 1920/50000, loss = 2.760041 (0.485 sec/batch), lr: 0.003000
2025-04-08 13:01:12 INFO: Finished STEP 1940/50000, loss = 3.123771 (0.485 sec/batch), lr: 0.003000
2025-04-08 13:01:25 INFO: Finished STEP 1960/50000, loss = 2.070040 (0.555 sec/batch), lr: 0.003000
2025-04-08 13:01:38 INFO: Finished STEP 1980/50000, loss = 3.560690 (0.605 sec/batch), lr: 0.003000
2025-04-08 13:01:51 INFO: Finished STEP 2000/50000, loss = 2.555387 (0.518 sec/batch), lr: 0.003000
2025-04-08 13:01:51 INFO: Evaluating on dev set...
2025-04-08 13:01:53 INFO: LAS	MLAS	BLEX
2025-04-08 13:01:53 INFO: 59.14	0.00	0.00
2025-04-08 13:01:53 INFO: step 2000: train_loss = 2.457844, dev_score = 0.5914
2025-04-08 13:01:53 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:01:53 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:01:53 INFO: new model checkpoint saved.
2025-04-08 13:02:06 INFO: Finished STEP 2020/50000, loss = 1.170316 (0.812 sec/batch), lr: 0.003000
2025-04-08 13:02:19 INFO: Finished STEP 2040/50000, loss = 1.228714 (0.800 sec/batch), lr: 0.003000
2025-04-08 13:02:32 INFO: Finished STEP 2060/50000, loss = 1.513821 (0.678 sec/batch), lr: 0.003000
2025-04-08 13:02:45 INFO: Finished STEP 2080/50000, loss = 2.254135 (0.527 sec/batch), lr: 0.003000
2025-04-08 13:02:58 INFO: Finished STEP 2100/50000, loss = 2.065131 (0.555 sec/batch), lr: 0.003000
2025-04-08 13:02:58 INFO: Evaluating on dev set...
2025-04-08 13:03:00 INFO: LAS	MLAS	BLEX
2025-04-08 13:03:00 INFO: 60.29	0.00	0.00
2025-04-08 13:03:00 INFO: step 2100: train_loss = 2.437357, dev_score = 0.6029
2025-04-08 13:03:00 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:03:00 INFO: new best model saved.
2025-04-08 13:03:00 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:03:01 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:03:01 INFO: new model checkpoint saved.
2025-04-08 13:03:14 INFO: Finished STEP 2120/50000, loss = 3.186567 (0.484 sec/batch), lr: 0.003000
2025-04-08 13:03:26 INFO: Finished STEP 2140/50000, loss = 2.698305 (0.491 sec/batch), lr: 0.003000
2025-04-08 13:03:39 INFO: Finished STEP 2160/50000, loss = 2.479464 (0.496 sec/batch), lr: 0.003000
2025-04-08 13:03:52 INFO: Finished STEP 2180/50000, loss = 2.747345 (0.485 sec/batch), lr: 0.003000
2025-04-08 13:04:06 INFO: Finished STEP 2200/50000, loss = 2.107197 (0.538 sec/batch), lr: 0.003000
2025-04-08 13:04:06 INFO: Evaluating on dev set...
2025-04-08 13:04:07 INFO: LAS	MLAS	BLEX
2025-04-08 13:04:07 INFO: 59.84	0.00	0.00
2025-04-08 13:04:07 INFO: step 2200: train_loss = 2.478039, dev_score = 0.5984
2025-04-08 13:04:07 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:04:08 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:04:08 INFO: new model checkpoint saved.
2025-04-08 13:04:20 INFO: Finished STEP 2220/50000, loss = 2.436221 (0.500 sec/batch), lr: 0.003000
2025-04-08 13:04:33 INFO: Finished STEP 2240/50000, loss = 2.060035 (0.555 sec/batch), lr: 0.003000
2025-04-08 13:04:46 INFO: Finished STEP 2260/50000, loss = 1.641157 (0.617 sec/batch), lr: 0.003000
2025-04-08 13:05:00 INFO: Finished STEP 2280/50000, loss = 1.223841 (1.153 sec/batch), lr: 0.003000
2025-04-08 13:05:12 INFO: Finished STEP 2300/50000, loss = 2.068623 (0.538 sec/batch), lr: 0.003000
2025-04-08 13:05:12 INFO: Evaluating on dev set...
2025-04-08 13:05:14 INFO: LAS	MLAS	BLEX
2025-04-08 13:05:14 INFO: 59.66	0.00	0.00
2025-04-08 13:05:14 INFO: step 2300: train_loss = 2.374079, dev_score = 0.5966
2025-04-08 13:05:14 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:05:15 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:05:15 INFO: new model checkpoint saved.
2025-04-08 13:05:28 INFO: Finished STEP 2320/50000, loss = 6.100393 (0.589 sec/batch), lr: 0.003000
2025-04-08 13:05:41 INFO: Finished STEP 2340/50000, loss = 1.715900 (0.582 sec/batch), lr: 0.003000
2025-04-08 13:05:53 INFO: Finished STEP 2360/50000, loss = 2.767299 (0.510 sec/batch), lr: 0.003000
2025-04-08 13:06:07 INFO: Finished STEP 2380/50000, loss = 3.209242 (0.485 sec/batch), lr: 0.003000
2025-04-08 13:06:20 INFO: Finished STEP 2400/50000, loss = 5.401347 (0.367 sec/batch), lr: 0.003000
2025-04-08 13:06:20 INFO: Evaluating on dev set...
2025-04-08 13:06:22 INFO: LAS	MLAS	BLEX
2025-04-08 13:06:22 INFO: 59.59	0.00	0.00
2025-04-08 13:06:22 INFO: step 2400: train_loss = 2.386782, dev_score = 0.5959
2025-04-08 13:06:22 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:06:22 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:06:22 INFO: new model checkpoint saved.
2025-04-08 13:06:35 INFO: Finished STEP 2420/50000, loss = 1.718473 (0.591 sec/batch), lr: 0.003000
2025-04-08 13:06:48 INFO: Finished STEP 2440/50000, loss = 2.033537 (0.569 sec/batch), lr: 0.003000
2025-04-08 13:07:01 INFO: Finished STEP 2460/50000, loss = 2.534352 (0.501 sec/batch), lr: 0.003000
2025-04-08 13:07:15 INFO: Finished STEP 2480/50000, loss = 1.899252 (0.574 sec/batch), lr: 0.003000
2025-04-08 13:07:27 INFO: Finished STEP 2500/50000, loss = 3.087384 (0.607 sec/batch), lr: 0.003000
2025-04-08 13:07:27 INFO: Evaluating on dev set...
2025-04-08 13:07:29 INFO: LAS	MLAS	BLEX
2025-04-08 13:07:29 INFO: 60.51	0.00	0.00
2025-04-08 13:07:29 INFO: step 2500: train_loss = 2.430344, dev_score = 0.6051
2025-04-08 13:07:29 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:07:29 INFO: new best model saved.
2025-04-08 13:07:29 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:07:29 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:07:29 INFO: new model checkpoint saved.
2025-04-08 13:07:43 INFO: Finished STEP 2520/50000, loss = 3.308458 (0.562 sec/batch), lr: 0.003000
2025-04-08 13:07:55 INFO: Finished STEP 2540/50000, loss = 5.937185 (0.591 sec/batch), lr: 0.003000
2025-04-08 13:08:09 INFO: Finished STEP 2560/50000, loss = 1.817277 (0.575 sec/batch), lr: 0.003000
2025-04-08 13:08:21 INFO: Finished STEP 2580/50000, loss = 3.219316 (0.604 sec/batch), lr: 0.003000
2025-04-08 13:08:34 INFO: Finished STEP 2600/50000, loss = 1.785019 (0.571 sec/batch), lr: 0.003000
2025-04-08 13:08:34 INFO: Evaluating on dev set...
2025-04-08 13:08:36 INFO: LAS	MLAS	BLEX
2025-04-08 13:08:36 INFO: 60.61	0.00	0.00
2025-04-08 13:08:36 INFO: step 2600: train_loss = 2.295300, dev_score = 0.6061
2025-04-08 13:08:36 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:08:36 INFO: new best model saved.
2025-04-08 13:08:36 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:08:37 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:08:37 INFO: new model checkpoint saved.
2025-04-08 13:08:50 INFO: Finished STEP 2620/50000, loss = 1.825521 (0.569 sec/batch), lr: 0.003000
2025-04-08 13:09:03 INFO: Finished STEP 2640/50000, loss = 1.665753 (0.580 sec/batch), lr: 0.003000
2025-04-08 13:09:16 INFO: Finished STEP 2660/50000, loss = 2.888885 (0.508 sec/batch), lr: 0.003000
2025-04-08 13:09:29 INFO: Finished STEP 2680/50000, loss = 1.443666 (0.676 sec/batch), lr: 0.003000
2025-04-08 13:09:42 INFO: Finished STEP 2700/50000, loss = 2.018549 (0.544 sec/batch), lr: 0.003000
2025-04-08 13:09:42 INFO: Evaluating on dev set...
2025-04-08 13:09:43 INFO: LAS	MLAS	BLEX
2025-04-08 13:09:43 INFO: 60.85	0.00	0.00
2025-04-08 13:09:43 INFO: step 2700: train_loss = 2.271099, dev_score = 0.6085
2025-04-08 13:09:44 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:09:44 INFO: new best model saved.
2025-04-08 13:09:44 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:09:44 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:09:44 INFO: new model checkpoint saved.
2025-04-08 13:09:57 INFO: Finished STEP 2720/50000, loss = 3.243386 (0.564 sec/batch), lr: 0.003000
2025-04-08 13:10:10 INFO: Finished STEP 2740/50000, loss = 0.909023 (0.964 sec/batch), lr: 0.003000
2025-04-08 13:10:24 INFO: Finished STEP 2760/50000, loss = 0.843779 (0.961 sec/batch), lr: 0.003000
2025-04-08 13:10:36 INFO: Finished STEP 2780/50000, loss = 1.016577 (0.815 sec/batch), lr: 0.003000
2025-04-08 13:10:49 INFO: Finished STEP 2800/50000, loss = 1.194479 (0.799 sec/batch), lr: 0.003000
2025-04-08 13:10:49 INFO: Evaluating on dev set...
2025-04-08 13:10:51 INFO: LAS	MLAS	BLEX
2025-04-08 13:10:51 INFO: 60.02	0.00	0.00
2025-04-08 13:10:51 INFO: step 2800: train_loss = 2.273083, dev_score = 0.6002
2025-04-08 13:10:51 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:10:52 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:10:52 INFO: new model checkpoint saved.
2025-04-08 13:11:05 INFO: Finished STEP 2820/50000, loss = 1.778186 (0.574 sec/batch), lr: 0.003000
2025-04-08 13:11:18 INFO: Finished STEP 2840/50000, loss = 0.842333 (0.964 sec/batch), lr: 0.003000
2025-04-08 13:11:31 INFO: Finished STEP 2860/50000, loss = 0.689533 (0.619 sec/batch), lr: 0.003000
2025-04-08 13:11:43 INFO: Finished STEP 2880/50000, loss = 2.071353 (0.548 sec/batch), lr: 0.003000
2025-04-08 13:11:56 INFO: Finished STEP 2900/50000, loss = 1.157779 (0.718 sec/batch), lr: 0.003000
2025-04-08 13:11:56 INFO: Evaluating on dev set...
2025-04-08 13:11:58 INFO: LAS	MLAS	BLEX
2025-04-08 13:11:58 INFO: 61.00	0.00	0.00
2025-04-08 13:11:58 INFO: step 2900: train_loss = 2.271078, dev_score = 0.6100
2025-04-08 13:11:58 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:11:58 INFO: new best model saved.
2025-04-08 13:11:58 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:11:59 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:11:59 INFO: new model checkpoint saved.
2025-04-08 13:12:11 INFO: Finished STEP 2920/50000, loss = 1.744012 (0.567 sec/batch), lr: 0.003000
2025-04-08 13:12:25 INFO: Finished STEP 2940/50000, loss = 2.185216 (0.509 sec/batch), lr: 0.003000
2025-04-08 13:12:38 INFO: Finished STEP 2960/50000, loss = 1.065106 (0.816 sec/batch), lr: 0.003000
2025-04-08 13:12:51 INFO: Finished STEP 2980/50000, loss = 3.869857 (0.501 sec/batch), lr: 0.003000
2025-04-08 13:13:03 INFO: Finished STEP 3000/50000, loss = 1.721972 (0.586 sec/batch), lr: 0.003000
2025-04-08 13:13:03 INFO: Evaluating on dev set...
2025-04-08 13:13:05 INFO: LAS	MLAS	BLEX
2025-04-08 13:13:05 INFO: 60.57	0.00	0.00
2025-04-08 13:13:05 INFO: step 3000: train_loss = 2.231438, dev_score = 0.6057
2025-04-08 13:13:05 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:13:06 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:13:06 INFO: new model checkpoint saved.
2025-04-08 13:13:19 INFO: Finished STEP 3020/50000, loss = 2.263343 (0.509 sec/batch), lr: 0.003000
2025-04-08 13:13:32 INFO: Finished STEP 3040/50000, loss = 1.841634 (0.538 sec/batch), lr: 0.003000
2025-04-08 13:13:45 INFO: Finished STEP 3060/50000, loss = 1.553981 (0.577 sec/batch), lr: 0.003000
2025-04-08 13:13:58 INFO: Finished STEP 3080/50000, loss = 2.995255 (0.604 sec/batch), lr: 0.003000
2025-04-08 13:14:11 INFO: Finished STEP 3100/50000, loss = 2.299805 (0.479 sec/batch), lr: 0.003000
2025-04-08 13:14:11 INFO: Evaluating on dev set...
2025-04-08 13:14:13 INFO: LAS	MLAS	BLEX
2025-04-08 13:14:13 INFO: 60.87	0.00	0.00
2025-04-08 13:14:13 INFO: step 3100: train_loss = 2.168434, dev_score = 0.6087
2025-04-08 13:14:13 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:14:13 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:14:13 INFO: new model checkpoint saved.
2025-04-08 13:14:26 INFO: Finished STEP 3120/50000, loss = 2.187892 (0.496 sec/batch), lr: 0.003000
2025-04-08 13:14:38 INFO: Finished STEP 3140/50000, loss = 1.582949 (0.574 sec/batch), lr: 0.003000
2025-04-08 13:14:52 INFO: Finished STEP 3160/50000, loss = 5.442513 (0.365 sec/batch), lr: 0.003000
2025-04-08 13:15:05 INFO: Finished STEP 3180/50000, loss = 2.115753 (0.509 sec/batch), lr: 0.003000
2025-04-08 13:15:17 INFO: Finished STEP 3200/50000, loss = 5.479081 (0.365 sec/batch), lr: 0.003000
2025-04-08 13:15:17 INFO: Evaluating on dev set...
2025-04-08 13:15:19 INFO: LAS	MLAS	BLEX
2025-04-08 13:15:19 INFO: 60.37	0.00	0.00
2025-04-08 13:15:19 INFO: step 3200: train_loss = 2.243722, dev_score = 0.6037
2025-04-08 13:15:19 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:15:20 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:15:20 INFO: new model checkpoint saved.
2025-04-08 13:15:33 INFO: Finished STEP 3220/50000, loss = 0.965773 (0.961 sec/batch), lr: 0.003000
2025-04-08 13:15:46 INFO: Finished STEP 3240/50000, loss = 2.728976 (0.501 sec/batch), lr: 0.003000
2025-04-08 13:15:59 INFO: Finished STEP 3260/50000, loss = 2.640983 (0.493 sec/batch), lr: 0.003000
2025-04-08 13:16:12 INFO: Finished STEP 3280/50000, loss = 2.001231 (0.542 sec/batch), lr: 0.003000
2025-04-08 13:16:25 INFO: Finished STEP 3300/50000, loss = 2.039145 (0.491 sec/batch), lr: 0.003000
2025-04-08 13:16:25 INFO: Evaluating on dev set...
2025-04-08 13:16:26 INFO: LAS	MLAS	BLEX
2025-04-08 13:16:26 INFO: 60.91	0.00	0.00
2025-04-08 13:16:26 INFO: step 3300: train_loss = 2.207767, dev_score = 0.6091
2025-04-08 13:16:26 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:16:27 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:16:27 INFO: new model checkpoint saved.
2025-04-08 13:16:40 INFO: Finished STEP 3320/50000, loss = 0.940702 (0.814 sec/batch), lr: 0.003000
2025-04-08 13:16:52 INFO: Finished STEP 3340/50000, loss = 2.510640 (0.485 sec/batch), lr: 0.003000
2025-04-08 13:17:06 INFO: Finished STEP 3360/50000, loss = 1.854818 (0.536 sec/batch), lr: 0.003000
2025-04-08 13:17:18 INFO: Finished STEP 3380/50000, loss = 1.540765 (0.580 sec/batch), lr: 0.003000
2025-04-08 13:17:31 INFO: Finished STEP 3400/50000, loss = 1.423092 (0.602 sec/batch), lr: 0.003000
2025-04-08 13:17:31 INFO: Evaluating on dev set...
2025-04-08 13:17:33 INFO: LAS	MLAS	BLEX
2025-04-08 13:17:33 INFO: 60.42	0.00	0.00
2025-04-08 13:17:33 INFO: step 3400: train_loss = 2.187651, dev_score = 0.6042
2025-04-08 13:17:33 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:17:34 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:17:34 INFO: new model checkpoint saved.
2025-04-08 13:17:47 INFO: Finished STEP 3420/50000, loss = 3.392330 (0.525 sec/batch), lr: 0.003000
2025-04-08 13:18:00 INFO: Finished STEP 3440/50000, loss = 5.625112 (0.589 sec/batch), lr: 0.003000
2025-04-08 13:18:13 INFO: Finished STEP 3460/50000, loss = 1.151558 (0.811 sec/batch), lr: 0.003000
2025-04-08 13:18:26 INFO: Finished STEP 3480/50000, loss = 1.158133 (0.714 sec/batch), lr: 0.003000
2025-04-08 13:18:38 INFO: Finished STEP 3500/50000, loss = 1.242396 (0.677 sec/batch), lr: 0.003000
2025-04-08 13:18:38 INFO: Evaluating on dev set...
2025-04-08 13:18:40 INFO: LAS	MLAS	BLEX
2025-04-08 13:18:40 INFO: 61.07	0.00	0.00
2025-04-08 13:18:40 INFO: step 3500: train_loss = 2.134372, dev_score = 0.6107
2025-04-08 13:18:40 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:18:40 INFO: new best model saved.
2025-04-08 13:18:40 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:18:41 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:18:41 INFO: new model checkpoint saved.
2025-04-08 13:18:54 INFO: Finished STEP 3520/50000, loss = 0.634599 (0.633 sec/batch), lr: 0.003000
2025-04-08 13:19:07 INFO: Finished STEP 3540/50000, loss = 1.534561 (0.583 sec/batch), lr: 0.003000
2025-04-08 13:19:20 INFO: Finished STEP 3560/50000, loss = 2.300629 (0.492 sec/batch), lr: 0.003000
2025-04-08 13:19:33 INFO: Finished STEP 3580/50000, loss = 1.500450 (0.578 sec/batch), lr: 0.003000
2025-04-08 13:19:46 INFO: Finished STEP 3600/50000, loss = 1.586440 (0.583 sec/batch), lr: 0.003000
2025-04-08 13:19:46 INFO: Evaluating on dev set...
2025-04-08 13:19:48 INFO: LAS	MLAS	BLEX
2025-04-08 13:19:48 INFO: 61.18	0.00	0.00
2025-04-08 13:19:48 INFO: step 3600: train_loss = 2.094013, dev_score = 0.6118
2025-04-08 13:19:48 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:19:48 INFO: new best model saved.
2025-04-08 13:19:48 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:19:49 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:19:49 INFO: new model checkpoint saved.
2025-04-08 13:20:01 INFO: Finished STEP 3620/50000, loss = 1.883033 (0.508 sec/batch), lr: 0.003000
2025-04-08 13:20:15 INFO: Finished STEP 3640/50000, loss = 1.676175 (0.565 sec/batch), lr: 0.003000
2025-04-08 13:20:27 INFO: Finished STEP 3660/50000, loss = 1.904340 (0.505 sec/batch), lr: 0.003000
2025-04-08 13:20:40 INFO: Finished STEP 3680/50000, loss = 5.045929 (0.366 sec/batch), lr: 0.003000
2025-04-08 13:20:53 INFO: Finished STEP 3700/50000, loss = 1.096014 (0.703 sec/batch), lr: 0.003000
2025-04-08 13:20:53 INFO: Evaluating on dev set...
2025-04-08 13:20:54 INFO: LAS	MLAS	BLEX
2025-04-08 13:20:54 INFO: 61.09	0.00	0.00
2025-04-08 13:20:54 INFO: step 3700: train_loss = 2.108466, dev_score = 0.6109
2025-04-08 13:20:54 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:20:55 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:20:55 INFO: new model checkpoint saved.
2025-04-08 13:21:08 INFO: Finished STEP 3720/50000, loss = 1.981587 (0.546 sec/batch), lr: 0.003000
2025-04-08 13:21:21 INFO: Finished STEP 3740/50000, loss = 1.463764 (0.574 sec/batch), lr: 0.003000
2025-04-08 13:21:34 INFO: Finished STEP 3760/50000, loss = 3.789796 (0.498 sec/batch), lr: 0.003000
2025-04-08 13:21:47 INFO: Finished STEP 3780/50000, loss = 1.662740 (0.547 sec/batch), lr: 0.003000
2025-04-08 13:22:00 INFO: Finished STEP 3800/50000, loss = 1.294607 (0.677 sec/batch), lr: 0.003000
2025-04-08 13:22:00 INFO: Evaluating on dev set...
2025-04-08 13:22:02 INFO: LAS	MLAS	BLEX
2025-04-08 13:22:02 INFO: 61.05	0.00	0.00
2025-04-08 13:22:02 INFO: step 3800: train_loss = 2.080286, dev_score = 0.6105
2025-04-08 13:22:02 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:22:02 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:22:02 INFO: new model checkpoint saved.
2025-04-08 13:22:15 INFO: Finished STEP 3820/50000, loss = 1.808879 (0.505 sec/batch), lr: 0.003000
2025-04-08 13:22:28 INFO: Finished STEP 3840/50000, loss = 2.020971 (0.509 sec/batch), lr: 0.003000
2025-04-08 13:22:42 INFO: Finished STEP 3860/50000, loss = 1.030083 (0.799 sec/batch), lr: 0.003000
2025-04-08 13:22:54 INFO: Finished STEP 3880/50000, loss = 3.481009 (0.527 sec/batch), lr: 0.003000
2025-04-08 13:23:07 INFO: Finished STEP 3900/50000, loss = 1.689104 (0.572 sec/batch), lr: 0.003000
2025-04-08 13:23:07 INFO: Evaluating on dev set...
2025-04-08 13:23:09 INFO: LAS	MLAS	BLEX
2025-04-08 13:23:09 INFO: 61.73	0.00	0.00
2025-04-08 13:23:09 INFO: step 3900: train_loss = 2.102922, dev_score = 0.6173
2025-04-08 13:23:09 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:23:09 INFO: new best model saved.
2025-04-08 13:23:09 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:23:10 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:23:10 INFO: new model checkpoint saved.
2025-04-08 13:23:23 INFO: Finished STEP 3920/50000, loss = 1.173690 (0.677 sec/batch), lr: 0.003000
2025-04-08 13:23:36 INFO: Finished STEP 3940/50000, loss = 3.014637 (0.488 sec/batch), lr: 0.003000
2025-04-08 13:23:49 INFO: Finished STEP 3960/50000, loss = 2.497069 (0.510 sec/batch), lr: 0.003000
2025-04-08 13:24:01 INFO: Finished STEP 3980/50000, loss = 1.470442 (0.607 sec/batch), lr: 0.003000
2025-04-08 13:24:15 INFO: Finished STEP 4000/50000, loss = 1.697983 (0.573 sec/batch), lr: 0.003000
2025-04-08 13:24:15 INFO: Evaluating on dev set...
2025-04-08 13:24:16 INFO: LAS	MLAS	BLEX
2025-04-08 13:24:16 INFO: 61.38	0.00	0.00
2025-04-08 13:24:16 INFO: step 4000: train_loss = 2.104181, dev_score = 0.6138
2025-04-08 13:24:16 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:24:17 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:24:17 INFO: new model checkpoint saved.
2025-04-08 13:24:30 INFO: Finished STEP 4020/50000, loss = 1.896750 (0.514 sec/batch), lr: 0.003000
2025-04-08 13:24:43 INFO: Finished STEP 4040/50000, loss = 2.108132 (0.500 sec/batch), lr: 0.003000
2025-04-08 13:24:55 INFO: Finished STEP 4060/50000, loss = 2.048178 (0.484 sec/batch), lr: 0.003000
2025-04-08 13:25:08 INFO: Finished STEP 4080/50000, loss = 2.519763 (0.500 sec/batch), lr: 0.003000
2025-04-08 13:25:21 INFO: Finished STEP 4100/50000, loss = 1.603151 (0.552 sec/batch), lr: 0.003000
2025-04-08 13:25:21 INFO: Evaluating on dev set...
2025-04-08 13:25:23 INFO: LAS	MLAS	BLEX
2025-04-08 13:25:23 INFO: 61.70	0.00	0.00
2025-04-08 13:25:23 INFO: step 4100: train_loss = 2.098191, dev_score = 0.6170
2025-04-08 13:25:23 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:25:24 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:25:24 INFO: new model checkpoint saved.
2025-04-08 13:25:37 INFO: Finished STEP 4120/50000, loss = 1.165612 (0.680 sec/batch), lr: 0.003000
2025-04-08 13:25:50 INFO: Finished STEP 4140/50000, loss = 2.668312 (0.484 sec/batch), lr: 0.003000
2025-04-08 13:26:03 INFO: Finished STEP 4160/50000, loss = 2.389383 (0.489 sec/batch), lr: 0.003000
2025-04-08 13:26:16 INFO: Finished STEP 4180/50000, loss = 2.645849 (0.487 sec/batch), lr: 0.003000
2025-04-08 13:26:29 INFO: Finished STEP 4200/50000, loss = 1.524088 (0.559 sec/batch), lr: 0.003000
2025-04-08 13:26:29 INFO: Evaluating on dev set...
2025-04-08 13:26:30 INFO: LAS	MLAS	BLEX
2025-04-08 13:26:30 INFO: 62.04	0.00	0.00
2025-04-08 13:26:30 INFO: step 4200: train_loss = 2.025912, dev_score = 0.6204
2025-04-08 13:26:30 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:26:30 INFO: new best model saved.
2025-04-08 13:26:30 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:26:31 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:26:31 INFO: new model checkpoint saved.
2025-04-08 13:26:44 INFO: Finished STEP 4220/50000, loss = 1.443073 (0.575 sec/batch), lr: 0.003000
2025-04-08 13:26:57 INFO: Finished STEP 4240/50000, loss = 2.192273 (0.485 sec/batch), lr: 0.003000
2025-04-08 13:27:10 INFO: Finished STEP 4260/50000, loss = 1.348808 (0.578 sec/batch), lr: 0.003000
2025-04-08 13:27:24 INFO: Finished STEP 4280/50000, loss = 2.059426 (0.517 sec/batch), lr: 0.003000
2025-04-08 13:27:36 INFO: Finished STEP 4300/50000, loss = 1.114165 (0.733 sec/batch), lr: 0.003000
2025-04-08 13:27:36 INFO: Evaluating on dev set...
2025-04-08 13:27:38 INFO: LAS	MLAS	BLEX
2025-04-08 13:27:38 INFO: 62.06	0.00	0.00
2025-04-08 13:27:38 INFO: step 4300: train_loss = 1.998292, dev_score = 0.6206
2025-04-08 13:27:38 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:27:38 INFO: new best model saved.
2025-04-08 13:27:38 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:27:39 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:27:39 INFO: new model checkpoint saved.
2025-04-08 13:27:52 INFO: Finished STEP 4320/50000, loss = 1.588072 (0.563 sec/batch), lr: 0.003000
2025-04-08 13:28:04 INFO: Finished STEP 4340/50000, loss = 1.597782 (0.562 sec/batch), lr: 0.003000
2025-04-08 13:28:17 INFO: Finished STEP 4360/50000, loss = 2.731332 (0.604 sec/batch), lr: 0.003000
2025-04-08 13:28:30 INFO: Finished STEP 4380/50000, loss = 2.199270 (0.480 sec/batch), lr: 0.003000
2025-04-08 13:28:43 INFO: Finished STEP 4400/50000, loss = 2.586877 (0.484 sec/batch), lr: 0.003000
2025-04-08 13:28:43 INFO: Evaluating on dev set...
2025-04-08 13:28:45 INFO: LAS	MLAS	BLEX
2025-04-08 13:28:45 INFO: 61.76	0.00	0.00
2025-04-08 13:28:45 INFO: step 4400: train_loss = 2.092441, dev_score = 0.6176
2025-04-08 13:28:45 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:28:46 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:28:46 INFO: new model checkpoint saved.
2025-04-08 13:28:59 INFO: Finished STEP 4420/50000, loss = 3.615049 (0.525 sec/batch), lr: 0.003000
2025-04-08 13:29:12 INFO: Finished STEP 4440/50000, loss = 3.296819 (0.523 sec/batch), lr: 0.003000
2025-04-08 13:29:24 INFO: Finished STEP 4460/50000, loss = 1.305707 (0.611 sec/batch), lr: 0.003000
2025-04-08 13:29:37 INFO: Finished STEP 4480/50000, loss = 2.342412 (0.510 sec/batch), lr: 0.003000
2025-04-08 13:29:50 INFO: Finished STEP 4500/50000, loss = 2.343141 (0.509 sec/batch), lr: 0.003000
2025-04-08 13:29:50 INFO: Evaluating on dev set...
2025-04-08 13:29:52 INFO: LAS	MLAS	BLEX
2025-04-08 13:29:52 INFO: 61.01	0.00	0.00
2025-04-08 13:29:52 INFO: step 4500: train_loss = 1.996532, dev_score = 0.6101
2025-04-08 13:29:52 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:29:52 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:29:52 INFO: new model checkpoint saved.
2025-04-08 13:30:06 INFO: Finished STEP 4520/50000, loss = 2.593366 (0.484 sec/batch), lr: 0.003000
2025-04-08 13:30:19 INFO: Finished STEP 4540/50000, loss = 0.654038 (0.618 sec/batch), lr: 0.003000
2025-04-08 13:30:32 INFO: Finished STEP 4560/50000, loss = 2.453485 (0.503 sec/batch), lr: 0.003000
2025-04-08 13:30:44 INFO: Finished STEP 4580/50000, loss = 1.998242 (0.500 sec/batch), lr: 0.003000
2025-04-08 13:30:57 INFO: Finished STEP 4600/50000, loss = 1.492977 (0.548 sec/batch), lr: 0.003000
2025-04-08 13:30:57 INFO: Evaluating on dev set...
2025-04-08 13:30:59 INFO: LAS	MLAS	BLEX
2025-04-08 13:30:59 INFO: 61.52	0.00	0.00
2025-04-08 13:30:59 INFO: step 4600: train_loss = 2.024841, dev_score = 0.6152
2025-04-08 13:30:59 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:30:59 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:30:59 INFO: new model checkpoint saved.
2025-04-08 13:31:12 INFO: Finished STEP 4620/50000, loss = 1.766703 (0.545 sec/batch), lr: 0.003000
2025-04-08 13:31:26 INFO: Finished STEP 4640/50000, loss = 1.019174 (0.720 sec/batch), lr: 0.003000
2025-04-08 13:31:38 INFO: Finished STEP 4660/50000, loss = 1.247105 (0.609 sec/batch), lr: 0.003000
2025-04-08 13:31:51 INFO: Finished STEP 4680/50000, loss = 1.598421 (0.569 sec/batch), lr: 0.003000
2025-04-08 13:32:04 INFO: Finished STEP 4700/50000, loss = 1.799268 (0.538 sec/batch), lr: 0.003000
2025-04-08 13:32:04 INFO: Evaluating on dev set...
2025-04-08 13:32:05 INFO: LAS	MLAS	BLEX
2025-04-08 13:32:05 INFO: 61.49	0.00	0.00
2025-04-08 13:32:05 INFO: step 4700: train_loss = 1.982152, dev_score = 0.6149
2025-04-08 13:32:05 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:32:06 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:32:06 INFO: new model checkpoint saved.
2025-04-08 13:32:20 INFO: Finished STEP 4720/50000, loss = 0.848733 (0.810 sec/batch), lr: 0.003000
2025-04-08 13:32:32 INFO: Finished STEP 4740/50000, loss = 2.304163 (0.486 sec/batch), lr: 0.003000
2025-04-08 13:32:45 INFO: Finished STEP 4760/50000, loss = 2.046792 (0.495 sec/batch), lr: 0.003000
2025-04-08 13:32:58 INFO: Finished STEP 4780/50000, loss = 1.957442 (0.520 sec/batch), lr: 0.003000
2025-04-08 13:33:12 INFO: Finished STEP 4800/50000, loss = 1.195087 (0.640 sec/batch), lr: 0.003000
2025-04-08 13:33:12 INFO: Evaluating on dev set...
2025-04-08 13:33:13 INFO: LAS	MLAS	BLEX
2025-04-08 13:33:13 INFO: 61.44	0.00	0.00
2025-04-08 13:33:13 INFO: step 4800: train_loss = 1.968694, dev_score = 0.6144
2025-04-08 13:33:13 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:33:14 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:33:14 INFO: new model checkpoint saved.
2025-04-08 13:33:27 INFO: Finished STEP 4820/50000, loss = 2.109784 (0.500 sec/batch), lr: 0.003000
2025-04-08 13:33:40 INFO: Finished STEP 4840/50000, loss = 2.421183 (0.509 sec/batch), lr: 0.003000
2025-04-08 13:33:52 INFO: Finished STEP 4860/50000, loss = 1.517776 (0.568 sec/batch), lr: 0.003000
2025-04-08 13:34:05 INFO: Finished STEP 4880/50000, loss = 1.548072 (0.537 sec/batch), lr: 0.003000
2025-04-08 13:34:18 INFO: Finished STEP 4900/50000, loss = 1.394600 (0.576 sec/batch), lr: 0.003000
2025-04-08 13:34:18 INFO: Evaluating on dev set...
2025-04-08 13:34:20 INFO: LAS	MLAS	BLEX
2025-04-08 13:34:20 INFO: 61.49	0.00	0.00
2025-04-08 13:34:20 INFO: step 4900: train_loss = 2.021885, dev_score = 0.6149
2025-04-08 13:34:20 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:34:20 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:34:20 INFO: new model checkpoint saved.
2025-04-08 13:34:33 INFO: Finished STEP 4920/50000, loss = 1.252762 (0.609 sec/batch), lr: 0.003000
2025-04-08 13:34:46 INFO: Finished STEP 4940/50000, loss = 1.572381 (0.584 sec/batch), lr: 0.003000
2025-04-08 13:34:59 INFO: Finished STEP 4960/50000, loss = 2.260174 (0.484 sec/batch), lr: 0.003000
2025-04-08 13:35:12 INFO: Finished STEP 4980/50000, loss = 2.992162 (0.566 sec/batch), lr: 0.003000
2025-04-08 13:35:25 INFO: Finished STEP 5000/50000, loss = 1.868307 (0.546 sec/batch), lr: 0.003000
2025-04-08 13:35:25 INFO: Evaluating on dev set...
2025-04-08 13:35:27 INFO: LAS	MLAS	BLEX
2025-04-08 13:35:27 INFO: 61.67	0.00	0.00
2025-04-08 13:35:27 INFO: step 5000: train_loss = 1.973462, dev_score = 0.6167
2025-04-08 13:35:27 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:35:27 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:35:27 INFO: new model checkpoint saved.
2025-04-08 13:35:40 INFO: Finished STEP 5020/50000, loss = 0.809553 (0.813 sec/batch), lr: 0.003000
2025-04-08 13:35:53 INFO: Finished STEP 5040/50000, loss = 1.082677 (0.679 sec/batch), lr: 0.003000
2025-04-08 13:36:06 INFO: Finished STEP 5060/50000, loss = 0.603558 (0.619 sec/batch), lr: 0.003000
2025-04-08 13:36:19 INFO: Finished STEP 5080/50000, loss = 5.230546 (0.589 sec/batch), lr: 0.003000
2025-04-08 13:36:32 INFO: Finished STEP 5100/50000, loss = 0.946424 (0.813 sec/batch), lr: 0.003000
2025-04-08 13:36:32 INFO: Evaluating on dev set...
2025-04-08 13:36:34 INFO: LAS	MLAS	BLEX
2025-04-08 13:36:34 INFO: 61.26	0.00	0.00
2025-04-08 13:36:34 INFO: step 5100: train_loss = 1.921387, dev_score = 0.6126
2025-04-08 13:36:34 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:36:35 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:36:35 INFO: new model checkpoint saved.
2025-04-08 13:36:47 INFO: Finished STEP 5120/50000, loss = 0.896935 (0.814 sec/batch), lr: 0.003000
2025-04-08 13:37:00 INFO: Finished STEP 5140/50000, loss = 1.976615 (0.501 sec/batch), lr: 0.003000
2025-04-08 13:37:13 INFO: Finished STEP 5160/50000, loss = 5.266327 (0.588 sec/batch), lr: 0.003000
2025-04-08 13:37:26 INFO: Finished STEP 5180/50000, loss = 1.412925 (0.575 sec/batch), lr: 0.003000
2025-04-08 13:37:39 INFO: Finished STEP 5200/50000, loss = 1.107314 (0.680 sec/batch), lr: 0.003000
2025-04-08 13:37:39 INFO: Evaluating on dev set...
2025-04-08 13:37:41 INFO: LAS	MLAS	BLEX
2025-04-08 13:37:41 INFO: 61.63	0.00	0.00
2025-04-08 13:37:41 INFO: step 5200: train_loss = 1.938719, dev_score = 0.6163
2025-04-08 13:37:41 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:37:42 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:37:42 INFO: new model checkpoint saved.
2025-04-08 13:37:54 INFO: Finished STEP 5220/50000, loss = 2.433164 (0.511 sec/batch), lr: 0.003000
2025-04-08 13:38:07 INFO: Finished STEP 5240/50000, loss = 1.273141 (0.577 sec/batch), lr: 0.003000
2025-04-08 13:38:20 INFO: Finished STEP 5260/50000, loss = 1.427732 (0.568 sec/batch), lr: 0.003000
2025-04-08 13:38:33 INFO: Finished STEP 5280/50000, loss = 1.685317 (0.506 sec/batch), lr: 0.003000
2025-04-08 13:38:46 INFO: Finished STEP 5300/50000, loss = 1.559889 (0.564 sec/batch), lr: 0.003000
2025-04-08 13:38:46 INFO: Evaluating on dev set...
2025-04-08 13:38:48 INFO: LAS	MLAS	BLEX
2025-04-08 13:38:48 INFO: 62.17	0.00	0.00
2025-04-08 13:38:48 INFO: step 5300: train_loss = 1.923150, dev_score = 0.6217
2025-04-08 13:38:48 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:38:48 INFO: new best model saved.
2025-04-08 13:38:48 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:38:49 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:38:49 INFO: new model checkpoint saved.
2025-04-08 13:39:01 INFO: Finished STEP 5320/50000, loss = 2.189765 (0.490 sec/batch), lr: 0.003000
2025-04-08 13:39:14 INFO: Finished STEP 5340/50000, loss = 1.927550 (0.501 sec/batch), lr: 0.003000
2025-04-08 13:39:27 INFO: Finished STEP 5360/50000, loss = 3.106446 (0.526 sec/batch), lr: 0.003000
2025-04-08 13:39:40 INFO: Finished STEP 5380/50000, loss = 1.995113 (0.479 sec/batch), lr: 0.003000
2025-04-08 13:39:53 INFO: Finished STEP 5400/50000, loss = 1.273235 (0.599 sec/batch), lr: 0.003000
2025-04-08 13:39:53 INFO: Evaluating on dev set...
2025-04-08 13:39:55 INFO: LAS	MLAS	BLEX
2025-04-08 13:39:55 INFO: 61.85	0.00	0.00
2025-04-08 13:39:55 INFO: step 5400: train_loss = 1.932986, dev_score = 0.6185
2025-04-08 13:39:55 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:39:55 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:39:55 INFO: new model checkpoint saved.
2025-04-08 13:40:08 INFO: Finished STEP 5420/50000, loss = 1.796276 (0.496 sec/batch), lr: 0.003000
2025-04-08 13:40:21 INFO: Finished STEP 5440/50000, loss = 1.973434 (0.497 sec/batch), lr: 0.003000
2025-04-08 13:40:34 INFO: Finished STEP 5460/50000, loss = 4.900478 (0.364 sec/batch), lr: 0.003000
2025-04-08 13:40:47 INFO: Finished STEP 5480/50000, loss = 1.295357 (0.591 sec/batch), lr: 0.003000
2025-04-08 13:41:00 INFO: Finished STEP 5500/50000, loss = 1.169220 (0.642 sec/batch), lr: 0.003000
2025-04-08 13:41:00 INFO: Evaluating on dev set...
2025-04-08 13:41:02 INFO: LAS	MLAS	BLEX
2025-04-08 13:41:02 INFO: 61.53	0.00	0.00
2025-04-08 13:41:02 INFO: step 5500: train_loss = 1.955204, dev_score = 0.6153
2025-04-08 13:41:02 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:41:03 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:41:03 INFO: new model checkpoint saved.
2025-04-08 13:41:16 INFO: Finished STEP 5520/50000, loss = 1.432669 (0.567 sec/batch), lr: 0.003000
2025-04-08 13:41:28 INFO: Finished STEP 5540/50000, loss = 4.762352 (0.367 sec/batch), lr: 0.003000
2025-04-08 13:41:42 INFO: Finished STEP 5560/50000, loss = 2.128884 (0.483 sec/batch), lr: 0.003000
2025-04-08 13:41:54 INFO: Finished STEP 5580/50000, loss = 1.483930 (0.568 sec/batch), lr: 0.003000
2025-04-08 13:42:07 INFO: Finished STEP 5600/50000, loss = 2.523759 (0.485 sec/batch), lr: 0.003000
2025-04-08 13:42:07 INFO: Evaluating on dev set...
2025-04-08 13:42:09 INFO: LAS	MLAS	BLEX
2025-04-08 13:42:09 INFO: 61.40	0.00	0.00
2025-04-08 13:42:09 INFO: step 5600: train_loss = 1.925072, dev_score = 0.6140
2025-04-08 13:42:09 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:42:09 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:42:09 INFO: new model checkpoint saved.
2025-04-08 13:42:23 INFO: Finished STEP 5620/50000, loss = 0.715229 (0.961 sec/batch), lr: 0.003000
2025-04-08 13:42:36 INFO: Finished STEP 5640/50000, loss = 1.625232 (0.513 sec/batch), lr: 0.003000
2025-04-08 13:42:48 INFO: Finished STEP 5660/50000, loss = 3.101979 (0.525 sec/batch), lr: 0.003000
2025-04-08 13:43:01 INFO: Finished STEP 5680/50000, loss = 2.241370 (0.485 sec/batch), lr: 0.003000
2025-04-08 13:43:14 INFO: Finished STEP 5700/50000, loss = 0.633499 (0.638 sec/batch), lr: 0.003000
2025-04-08 13:43:14 INFO: Evaluating on dev set...
2025-04-08 13:43:16 INFO: LAS	MLAS	BLEX
2025-04-08 13:43:16 INFO: 61.70	0.00	0.00
2025-04-08 13:43:16 INFO: step 5700: train_loss = 1.856325, dev_score = 0.6170
2025-04-08 13:43:16 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:43:17 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:43:17 INFO: new model checkpoint saved.
2025-04-08 13:43:30 INFO: Finished STEP 5720/50000, loss = 1.710941 (0.507 sec/batch), lr: 0.003000
2025-04-08 13:43:43 INFO: Finished STEP 5740/50000, loss = 1.406241 (0.584 sec/batch), lr: 0.003000
2025-04-08 13:43:56 INFO: Finished STEP 5760/50000, loss = 4.840482 (0.368 sec/batch), lr: 0.003000
2025-04-08 13:44:09 INFO: Finished STEP 5780/50000, loss = 1.119718 (0.626 sec/batch), lr: 0.003000
2025-04-08 13:44:21 INFO: Finished STEP 5800/50000, loss = 1.237176 (0.607 sec/batch), lr: 0.003000
2025-04-08 13:44:21 INFO: Evaluating on dev set...
2025-04-08 13:44:23 INFO: LAS	MLAS	BLEX
2025-04-08 13:44:23 INFO: 61.46	0.00	0.00
2025-04-08 13:44:23 INFO: step 5800: train_loss = 1.846373, dev_score = 0.6146
2025-04-08 13:44:23 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:44:24 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:44:24 INFO: new model checkpoint saved.
2025-04-08 13:44:36 INFO: Finished STEP 5820/50000, loss = 2.147384 (0.510 sec/batch), lr: 0.003000
2025-04-08 13:44:49 INFO: Finished STEP 5840/50000, loss = 1.418395 (0.551 sec/batch), lr: 0.003000
2025-04-08 13:45:02 INFO: Finished STEP 5860/50000, loss = 1.687887 (0.514 sec/batch), lr: 0.003000
2025-04-08 13:45:15 INFO: Finished STEP 5880/50000, loss = 1.752961 (0.510 sec/batch), lr: 0.003000
2025-04-08 13:45:28 INFO: Finished STEP 5900/50000, loss = 1.195682 (0.617 sec/batch), lr: 0.003000
2025-04-08 13:45:28 INFO: Evaluating on dev set...
2025-04-08 13:45:30 INFO: LAS	MLAS	BLEX
2025-04-08 13:45:30 INFO: 62.51	0.00	0.00
2025-04-08 13:45:30 INFO: step 5900: train_loss = 1.861884, dev_score = 0.6251
2025-04-08 13:45:30 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser.pt
2025-04-08 13:45:30 INFO: new best model saved.
2025-04-08 13:45:30 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:45:31 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:45:31 INFO: new model checkpoint saved.
2025-04-08 13:45:44 INFO: Finished STEP 5920/50000, loss = 3.188910 (0.524 sec/batch), lr: 0.003000
2025-04-08 13:45:57 INFO: Finished STEP 5940/50000, loss = 1.461580 (0.546 sec/batch), lr: 0.003000
2025-04-08 13:46:10 INFO: Finished STEP 5960/50000, loss = 1.683458 (0.547 sec/batch), lr: 0.003000
2025-04-08 13:46:23 INFO: Finished STEP 5980/50000, loss = 0.874793 (0.798 sec/batch), lr: 0.003000
2025-04-08 13:46:35 INFO: Finished STEP 6000/50000, loss = 1.792540 (0.504 sec/batch), lr: 0.003000
2025-04-08 13:46:35 INFO: Evaluating on dev set...
2025-04-08 13:46:37 INFO: LAS	MLAS	BLEX
2025-04-08 13:46:37 INFO: 61.50	0.00	0.00
2025-04-08 13:46:37 INFO: step 6000: train_loss = 1.896360, dev_score = 0.6150
2025-04-08 13:46:37 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:46:38 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:46:38 INFO: new model checkpoint saved.
2025-04-08 13:46:50 INFO: Finished STEP 6020/50000, loss = 2.381431 (0.504 sec/batch), lr: 0.003000
2025-04-08 13:47:04 INFO: Finished STEP 6040/50000, loss = 2.891144 (0.489 sec/batch), lr: 0.003000
2025-04-08 13:47:17 INFO: Finished STEP 6060/50000, loss = 0.700361 (0.624 sec/batch), lr: 0.003000
2025-04-08 13:47:29 INFO: Finished STEP 6080/50000, loss = 4.845391 (0.367 sec/batch), lr: 0.003000
2025-04-08 13:47:42 INFO: Finished STEP 6100/50000, loss = 1.441089 (0.574 sec/batch), lr: 0.003000
2025-04-08 13:47:42 INFO: Evaluating on dev set...
2025-04-08 13:47:44 INFO: LAS	MLAS	BLEX
2025-04-08 13:47:44 INFO: 62.09	0.00	0.00
2025-04-08 13:47:44 INFO: step 6100: train_loss = 1.881823, dev_score = 0.6209
2025-04-08 13:47:44 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:47:45 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:47:45 INFO: new model checkpoint saved.
2025-04-08 13:47:58 INFO: Finished STEP 6120/50000, loss = 1.571468 (0.542 sec/batch), lr: 0.003000
2025-04-08 13:48:10 INFO: Finished STEP 6140/50000, loss = 1.458384 (0.574 sec/batch), lr: 0.003000
2025-04-08 13:48:23 INFO: Finished STEP 6160/50000, loss = 1.783120 (0.509 sec/batch), lr: 0.003000
2025-04-08 13:48:36 INFO: Finished STEP 6180/50000, loss = 1.135499 (0.606 sec/batch), lr: 0.003000
2025-04-08 13:48:49 INFO: Finished STEP 6200/50000, loss = 1.985002 (0.490 sec/batch), lr: 0.003000
2025-04-08 13:48:49 INFO: Evaluating on dev set...
2025-04-08 13:48:50 INFO: LAS	MLAS	BLEX
2025-04-08 13:48:50 INFO: 62.04	0.00	0.00
2025-04-08 13:48:50 INFO: step 6200: train_loss = 1.886429, dev_score = 0.6204
2025-04-08 13:48:50 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:48:51 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:48:51 INFO: new model checkpoint saved.
2025-04-08 13:49:04 INFO: Finished STEP 6220/50000, loss = 1.763013 (0.498 sec/batch), lr: 0.003000
2025-04-08 13:49:18 INFO: Finished STEP 6240/50000, loss = 1.970363 (0.488 sec/batch), lr: 0.003000
2025-04-08 13:49:31 INFO: Finished STEP 6260/50000, loss = 1.518250 (0.552 sec/batch), lr: 0.003000
2025-04-08 13:49:43 INFO: Finished STEP 6280/50000, loss = 1.237253 (0.589 sec/batch), lr: 0.003000
2025-04-08 13:49:56 INFO: Finished STEP 6300/50000, loss = 1.651991 (0.491 sec/batch), lr: 0.003000
2025-04-08 13:49:56 INFO: Evaluating on dev set...
2025-04-08 13:49:58 INFO: LAS	MLAS	BLEX
2025-04-08 13:49:58 INFO: 62.26	0.00	0.00
2025-04-08 13:49:58 INFO: step 6300: train_loss = 1.792855, dev_score = 0.6226
2025-04-08 13:49:58 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:49:59 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:49:59 INFO: new model checkpoint saved.
2025-04-08 13:50:12 INFO: Finished STEP 6320/50000, loss = 1.068430 (0.675 sec/batch), lr: 0.003000
2025-04-08 13:50:24 INFO: Finished STEP 6340/50000, loss = 1.836678 (0.500 sec/batch), lr: 0.003000
2025-04-08 13:50:37 INFO: Finished STEP 6360/50000, loss = 0.986036 (0.719 sec/batch), lr: 0.003000
2025-04-08 13:50:50 INFO: Finished STEP 6380/50000, loss = 1.551772 (0.542 sec/batch), lr: 0.003000
2025-04-08 13:51:03 INFO: Finished STEP 6400/50000, loss = 2.760977 (0.565 sec/batch), lr: 0.003000
2025-04-08 13:51:03 INFO: Evaluating on dev set...
2025-04-08 13:51:05 INFO: LAS	MLAS	BLEX
2025-04-08 13:51:05 INFO: 61.57	0.00	0.00
2025-04-08 13:51:05 INFO: step 6400: train_loss = 1.800208, dev_score = 0.6157
2025-04-08 13:51:05 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:51:05 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:51:05 INFO: new model checkpoint saved.
2025-04-08 13:51:18 INFO: Finished STEP 6420/50000, loss = 2.623710 (0.483 sec/batch), lr: 0.003000
2025-04-08 13:51:31 INFO: Finished STEP 6440/50000, loss = 1.520910 (0.547 sec/batch), lr: 0.003000
2025-04-08 13:51:44 INFO: Finished STEP 6460/50000, loss = 1.476026 (0.570 sec/batch), lr: 0.003000
2025-04-08 13:51:57 INFO: Finished STEP 6480/50000, loss = 1.787203 (0.511 sec/batch), lr: 0.003000
2025-04-08 13:52:10 INFO: Finished STEP 6500/50000, loss = 1.375769 (0.552 sec/batch), lr: 0.003000
2025-04-08 13:52:10 INFO: Evaluating on dev set...
2025-04-08 13:52:12 INFO: LAS	MLAS	BLEX
2025-04-08 13:52:12 INFO: 60.96	0.00	0.00
2025-04-08 13:52:12 INFO: step 6500: train_loss = 1.843865, dev_score = 0.6096
2025-04-08 13:52:12 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:52:13 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:52:13 INFO: new model checkpoint saved.
2025-04-08 13:52:25 INFO: Finished STEP 6520/50000, loss = 2.425041 (0.488 sec/batch), lr: 0.003000
2025-04-08 13:52:38 INFO: Finished STEP 6540/50000, loss = 1.927385 (0.494 sec/batch), lr: 0.003000
2025-04-08 13:52:51 INFO: Finished STEP 6560/50000, loss = 3.019066 (0.524 sec/batch), lr: 0.003000
2025-04-08 13:53:04 INFO: Finished STEP 6580/50000, loss = 1.109605 (0.611 sec/batch), lr: 0.003000
2025-04-08 13:53:17 INFO: Finished STEP 6600/50000, loss = 0.553289 (0.621 sec/batch), lr: 0.003000
2025-04-08 13:53:17 INFO: Evaluating on dev set...
2025-04-08 13:53:19 INFO: LAS	MLAS	BLEX
2025-04-08 13:53:19 INFO: 61.02	0.00	0.00
2025-04-08 13:53:19 INFO: step 6600: train_loss = 1.840983, dev_score = 0.6102
2025-04-08 13:53:19 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:53:19 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:53:19 INFO: new model checkpoint saved.
2025-04-08 13:53:33 INFO: Finished STEP 6620/50000, loss = 1.595263 (0.506 sec/batch), lr: 0.003000
2025-04-08 13:53:45 INFO: Finished STEP 6640/50000, loss = 1.947466 (0.490 sec/batch), lr: 0.003000
2025-04-08 13:53:58 INFO: Finished STEP 6660/50000, loss = 3.379229 (0.524 sec/batch), lr: 0.003000
2025-04-08 13:54:11 INFO: Finished STEP 6680/50000, loss = 2.645754 (0.564 sec/batch), lr: 0.003000
2025-04-08 13:54:24 INFO: Finished STEP 6700/50000, loss = 0.765848 (0.956 sec/batch), lr: 0.003000
2025-04-08 13:54:24 INFO: Evaluating on dev set...
2025-04-08 13:54:26 INFO: LAS	MLAS	BLEX
2025-04-08 13:54:26 INFO: 61.73	0.00	0.00
2025-04-08 13:54:26 INFO: step 6700: train_loss = 1.805882, dev_score = 0.6173
2025-04-08 13:54:26 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:54:26 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:54:26 INFO: new model checkpoint saved.
2025-04-08 13:54:39 INFO: Finished STEP 6720/50000, loss = 2.045537 (0.490 sec/batch), lr: 0.003000
2025-04-08 13:54:52 INFO: Finished STEP 6740/50000, loss = 1.147556 (0.640 sec/batch), lr: 0.003000
2025-04-08 13:55:05 INFO: Finished STEP 6760/50000, loss = 1.021457 (0.733 sec/batch), lr: 0.003000
2025-04-08 13:55:18 INFO: Finished STEP 6780/50000, loss = 0.585405 (0.619 sec/batch), lr: 0.003000
2025-04-08 13:55:31 INFO: Finished STEP 6800/50000, loss = 0.926011 (0.799 sec/batch), lr: 0.003000
2025-04-08 13:55:31 INFO: Evaluating on dev set...
2025-04-08 13:55:32 INFO: LAS	MLAS	BLEX
2025-04-08 13:55:32 INFO: 62.47	0.00	0.00
2025-04-08 13:55:32 INFO: step 6800: train_loss = 1.896006, dev_score = 0.6247
2025-04-08 13:55:32 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:55:33 INFO: Model saved to saved_models/depparse/la_giuseppe_transformer_parser_checkpoint.pt
2025-04-08 13:55:33 INFO: new model checkpoint saved.
2025-04-08 13:55:46 INFO: Finished STEP 6820/50000, loss = 1.319737 (0.608 sec/batch), lr: 0.003000
2025-04-08 13:55:59 INFO: Finished STEP 6840/50000, loss = 0.905927 (0.769 sec/batch), lr: 0.003000
2025-04-08 13:56:12 INFO: Finished STEP 6860/50000, loss = 1.316787 (0.584 sec/batch), lr: 0.003000
2025-04-08 13:56:25 INFO: Finished STEP 6880/50000, loss = 1.661569 (0.506 sec/batch), lr: 0.003000
2025-04-08 13:56:38 INFO: Finished STEP 6900/50000, loss = 0.823536 (0.814 sec/batch), lr: 0.003000
2025-04-08 13:56:38 INFO: Evaluating on dev set...
2025-04-08 13:56:40 INFO: LAS	MLAS	BLEX
2025-04-08 13:56:40 INFO: 61.96	0.00	0.00
2025-04-08 13:56:40 INFO: step 6900: train_loss = 1.866068, dev_score = 0.6196
2025-04-08 13:56:40 INFO: scheduler bert_scheduler learning rate: [0.003]
2025-04-08 13:56:40 INFO: Training ended with 6900 steps.
2025-04-08 13:56:40 INFO: Best dev F1 = 62.51, at iteration = 5900