darkolorin commited on
Commit
b1b8ea4
·
verified ·
1 Parent(s): c295b64

v5: update sweep_results.json

Browse files
Files changed (1) hide show
  1. sweep_results.json +624 -624
sweep_results.json CHANGED
@@ -12,9 +12,9 @@
12
  "weight_decay": 0.0001,
13
  "use_pid_loss": true
14
  },
15
- "val_loss": 0.12492792989526476,
16
- "stopped_epoch": 104,
17
- "time_s": 2.3059008750133216
18
  },
19
  {
20
  "hp": {
@@ -28,9 +28,9 @@
28
  "weight_decay": 0.0001,
29
  "use_pid_loss": true
30
  },
31
- "val_loss": 0.1240528119461877,
32
- "stopped_epoch": 119,
33
- "time_s": 2.813086833048146
34
  },
35
  {
36
  "hp": {
@@ -44,9 +44,9 @@
44
  "weight_decay": 0.0001,
45
  "use_pid_loss": true
46
  },
47
- "val_loss": 0.12437641280038016,
48
- "stopped_epoch": 109,
49
- "time_s": 2.5958605830091983
50
  },
51
  {
52
  "hp": {
@@ -60,9 +60,9 @@
60
  "weight_decay": 0.0001,
61
  "use_pid_loss": true
62
  },
63
- "val_loss": 0.12719914679016386,
64
- "stopped_epoch": 101,
65
- "time_s": 2.2716531669721007
66
  },
67
  {
68
  "hp": {
@@ -76,9 +76,9 @@
76
  "weight_decay": 0.0001,
77
  "use_pid_loss": true
78
  },
79
- "val_loss": 0.12704896756580897,
80
- "stopped_epoch": 108,
81
- "time_s": 2.5422543329768814
82
  },
83
  {
84
  "hp": {
@@ -92,9 +92,9 @@
92
  "weight_decay": 0.0001,
93
  "use_pid_loss": true
94
  },
95
- "val_loss": 0.12775190493890218,
96
- "stopped_epoch": 102,
97
- "time_s": 2.410252874949947
98
  },
99
  {
100
  "hp": {
@@ -108,9 +108,9 @@
108
  "weight_decay": 0.0001,
109
  "use_pid_loss": true
110
  },
111
- "val_loss": 0.1337301886507443,
112
- "stopped_epoch": 107,
113
- "time_s": 2.4715340830152854
114
  },
115
  {
116
  "hp": {
@@ -124,9 +124,9 @@
124
  "weight_decay": 0.0001,
125
  "use_pid_loss": true
126
  },
127
- "val_loss": 0.13098535133259637,
128
- "stopped_epoch": 113,
129
- "time_s": 2.7548109999625012
130
  },
131
  {
132
  "hp": {
@@ -140,9 +140,9 @@
140
  "weight_decay": 0.0001,
141
  "use_pid_loss": true
142
  },
143
- "val_loss": 0.13341741945062366,
144
  "stopped_epoch": 103,
145
- "time_s": 2.504121000005398
146
  },
147
  {
148
  "hp": {
@@ -156,9 +156,9 @@
156
  "weight_decay": 0.0001,
157
  "use_pid_loss": true
158
  },
159
- "val_loss": 0.12523354632513864,
160
  "stopped_epoch": 103,
161
- "time_s": 2.248891790979542
162
  },
163
  {
164
  "hp": {
@@ -172,9 +172,9 @@
172
  "weight_decay": 0.0001,
173
  "use_pid_loss": true
174
  },
175
- "val_loss": 0.1243535246167864,
176
- "stopped_epoch": 103,
177
- "time_s": 2.4372318749665283
178
  },
179
  {
180
  "hp": {
@@ -188,9 +188,9 @@
188
  "weight_decay": 0.0001,
189
  "use_pid_loss": true
190
  },
191
- "val_loss": 0.12417534781353814,
192
- "stopped_epoch": 110,
193
- "time_s": 2.6014943339978345
194
  },
195
  {
196
  "hp": {
@@ -204,9 +204,9 @@
204
  "weight_decay": 0.0001,
205
  "use_pid_loss": true
206
  },
207
- "val_loss": 0.12727526468890055,
208
  "stopped_epoch": 103,
209
- "time_s": 2.3668999170186
210
  },
211
  {
212
  "hp": {
@@ -220,9 +220,9 @@
220
  "weight_decay": 0.0001,
221
  "use_pid_loss": true
222
  },
223
- "val_loss": 0.1281274065375328,
224
  "stopped_epoch": 103,
225
- "time_s": 2.4531714580371045
226
  },
227
  {
228
  "hp": {
@@ -236,9 +236,9 @@
236
  "weight_decay": 0.0001,
237
  "use_pid_loss": true
238
  },
239
- "val_loss": 0.12776428226913725,
240
- "stopped_epoch": 107,
241
- "time_s": 2.401485209004022
242
  },
243
  {
244
  "hp": {
@@ -252,9 +252,9 @@
252
  "weight_decay": 0.0001,
253
  "use_pid_loss": true
254
  },
255
- "val_loss": 0.1323901572397777,
256
- "stopped_epoch": 106,
257
- "time_s": 2.4292932500247844
258
  },
259
  {
260
  "hp": {
@@ -268,9 +268,9 @@
268
  "weight_decay": 0.0001,
269
  "use_pid_loss": true
270
  },
271
- "val_loss": 0.1331744289823941,
272
- "stopped_epoch": 102,
273
- "time_s": 2.422164083982352
274
  },
275
  {
276
  "hp": {
@@ -284,9 +284,9 @@
284
  "weight_decay": 0.0001,
285
  "use_pid_loss": true
286
  },
287
- "val_loss": 0.1341609531215259,
288
- "stopped_epoch": 112,
289
- "time_s": 2.6755731250159442
290
  },
291
  {
292
  "hp": {
@@ -300,9 +300,9 @@
300
  "weight_decay": 0.0001,
301
  "use_pid_loss": true
302
  },
303
- "val_loss": 0.12510250636509487,
304
  "stopped_epoch": 105,
305
- "time_s": 2.4018527500447817
306
  },
307
  {
308
  "hp": {
@@ -316,9 +316,9 @@
316
  "weight_decay": 0.0001,
317
  "use_pid_loss": true
318
  },
319
- "val_loss": 0.12521242116178785,
320
- "stopped_epoch": 109,
321
- "time_s": 2.705402416002471
322
  },
323
  {
324
  "hp": {
@@ -332,9 +332,9 @@
332
  "weight_decay": 0.0001,
333
  "use_pid_loss": true
334
  },
335
- "val_loss": 0.12488238726343427,
336
- "stopped_epoch": 111,
337
- "time_s": 2.8553524159942754
338
  },
339
  {
340
  "hp": {
@@ -348,9 +348,9 @@
348
  "weight_decay": 0.0001,
349
  "use_pid_loss": true
350
  },
351
- "val_loss": 0.1282111493604524,
352
  "stopped_epoch": 103,
353
- "time_s": 2.3797826250083745
354
  },
355
  {
356
  "hp": {
@@ -364,9 +364,9 @@
364
  "weight_decay": 0.0001,
365
  "use_pid_loss": true
366
  },
367
- "val_loss": 0.12635193381990706,
368
- "stopped_epoch": 124,
369
- "time_s": 2.9324775420245714
370
  },
371
  {
372
  "hp": {
@@ -380,9 +380,9 @@
380
  "weight_decay": 0.0001,
381
  "use_pid_loss": true
382
  },
383
- "val_loss": 0.1267165032880647,
384
- "stopped_epoch": 122,
385
- "time_s": 2.872341999958735
386
  },
387
  {
388
  "hp": {
@@ -396,9 +396,9 @@
396
  "weight_decay": 0.0001,
397
  "use_pid_loss": true
398
  },
399
- "val_loss": 0.13324775099754332,
400
- "stopped_epoch": 105,
401
- "time_s": 2.3303132909932174
402
  },
403
  {
404
  "hp": {
@@ -412,9 +412,9 @@
412
  "weight_decay": 0.0001,
413
  "use_pid_loss": true
414
  },
415
- "val_loss": 0.13389323545353754,
416
- "stopped_epoch": 109,
417
- "time_s": 2.5608638749690726
418
  },
419
  {
420
  "hp": {
@@ -428,9 +428,9 @@
428
  "weight_decay": 0.0001,
429
  "use_pid_loss": true
430
  },
431
- "val_loss": 0.1327870473265648,
432
- "stopped_epoch": 114,
433
- "time_s": 2.737417833006475
434
  },
435
  {
436
  "hp": {
@@ -444,9 +444,9 @@
444
  "weight_decay": 0.0001,
445
  "use_pid_loss": true
446
  },
447
- "val_loss": 0.12474252539021628,
448
  "stopped_epoch": 101,
449
- "time_s": 2.2748477080021985
450
  },
451
  {
452
  "hp": {
@@ -460,9 +460,9 @@
460
  "weight_decay": 0.0001,
461
  "use_pid_loss": true
462
  },
463
- "val_loss": 0.12370678356715611,
464
- "stopped_epoch": 101,
465
- "time_s": 2.3801710410043597
466
  },
467
  {
468
  "hp": {
@@ -476,9 +476,9 @@
476
  "weight_decay": 0.0001,
477
  "use_pid_loss": true
478
  },
479
- "val_loss": 0.12362047880887986,
480
  "stopped_epoch": 103,
481
- "time_s": 2.466802666953299
482
  },
483
  {
484
  "hp": {
@@ -492,9 +492,9 @@
492
  "weight_decay": 0.0001,
493
  "use_pid_loss": true
494
  },
495
- "val_loss": 0.1271867654153279,
496
- "stopped_epoch": 105,
497
- "time_s": 2.4315414169686846
498
  },
499
  {
500
  "hp": {
@@ -508,9 +508,9 @@
508
  "weight_decay": 0.0001,
509
  "use_pid_loss": true
510
  },
511
- "val_loss": 0.127563242827143,
512
- "stopped_epoch": 106,
513
- "time_s": 2.6738977499771863
514
  },
515
  {
516
  "hp": {
@@ -524,9 +524,9 @@
524
  "weight_decay": 0.0001,
525
  "use_pid_loss": true
526
  },
527
- "val_loss": 0.1266451588698796,
528
- "stopped_epoch": 104,
529
- "time_s": 2.435970875027124
530
  },
531
  {
532
  "hp": {
@@ -540,9 +540,9 @@
540
  "weight_decay": 0.0001,
541
  "use_pid_loss": true
542
  },
543
- "val_loss": 0.1347265558583396,
544
- "stopped_epoch": 103,
545
- "time_s": 2.271195749985054
546
  },
547
  {
548
  "hp": {
@@ -556,9 +556,9 @@
556
  "weight_decay": 0.0001,
557
  "use_pid_loss": true
558
  },
559
- "val_loss": 0.13328817508050372,
560
- "stopped_epoch": 113,
561
- "time_s": 2.663194749969989
562
  },
563
  {
564
  "hp": {
@@ -572,9 +572,9 @@
572
  "weight_decay": 0.0001,
573
  "use_pid_loss": true
574
  },
575
- "val_loss": 0.13350495185170855,
576
- "stopped_epoch": 104,
577
- "time_s": 2.4593182500102557
578
  },
579
  {
580
  "hp": {
@@ -588,9 +588,9 @@
588
  "weight_decay": 0.0001,
589
  "use_pid_loss": true
590
  },
591
- "val_loss": 0.12275163637740272,
592
- "stopped_epoch": 103,
593
- "time_s": 2.342298250005115
594
  },
595
  {
596
  "hp": {
@@ -604,9 +604,9 @@
604
  "weight_decay": 0.0001,
605
  "use_pid_loss": true
606
  },
607
- "val_loss": 0.12413439793246132,
608
  "stopped_epoch": 102,
609
- "time_s": 2.502756625006441
610
  },
611
  {
612
  "hp": {
@@ -620,9 +620,9 @@
620
  "weight_decay": 0.0001,
621
  "use_pid_loss": true
622
  },
623
- "val_loss": 0.12261583507061005,
624
- "stopped_epoch": 104,
625
- "time_s": 2.475821665953845
626
  },
627
  {
628
  "hp": {
@@ -636,9 +636,9 @@
636
  "weight_decay": 0.0001,
637
  "use_pid_loss": true
638
  },
639
- "val_loss": 0.12758997891630444,
640
  "stopped_epoch": 102,
641
- "time_s": 2.2611183330300264
642
  },
643
  {
644
  "hp": {
@@ -652,9 +652,9 @@
652
  "weight_decay": 0.0001,
653
  "use_pid_loss": true
654
  },
655
- "val_loss": 0.12666395391736712,
656
- "stopped_epoch": 102,
657
- "time_s": 2.4325142920133658
658
  },
659
  {
660
  "hp": {
@@ -668,9 +668,9 @@
668
  "weight_decay": 0.0001,
669
  "use_pid_loss": true
670
  },
671
- "val_loss": 0.1264762241925512,
672
  "stopped_epoch": 103,
673
- "time_s": 2.472023624985013
674
  },
675
  {
676
  "hp": {
@@ -684,9 +684,9 @@
684
  "weight_decay": 0.0001,
685
  "use_pid_loss": true
686
  },
687
- "val_loss": 0.1334972722189767,
688
- "stopped_epoch": 101,
689
- "time_s": 2.3379342919797637
690
  },
691
  {
692
  "hp": {
@@ -700,9 +700,9 @@
700
  "weight_decay": 0.0001,
701
  "use_pid_loss": true
702
  },
703
- "val_loss": 0.13460471140486854,
704
- "stopped_epoch": 122,
705
- "time_s": 3.022909457969945
706
  },
707
  {
708
  "hp": {
@@ -716,9 +716,9 @@
716
  "weight_decay": 0.0001,
717
  "use_pid_loss": true
718
  },
719
- "val_loss": 0.1326757916382381,
720
- "stopped_epoch": 102,
721
- "time_s": 2.431766082998365
722
  },
723
  {
724
  "hp": {
@@ -732,9 +732,9 @@
732
  "weight_decay": 0.0001,
733
  "use_pid_loss": true
734
  },
735
- "val_loss": 0.12336436637810298,
736
- "stopped_epoch": 104,
737
- "time_s": 2.3411889590206556
738
  },
739
  {
740
  "hp": {
@@ -748,9 +748,9 @@
748
  "weight_decay": 0.0001,
749
  "use_pid_loss": true
750
  },
751
- "val_loss": 0.12403377379689898,
752
  "stopped_epoch": 105,
753
- "time_s": 2.4790904170367867
754
  },
755
  {
756
  "hp": {
@@ -764,9 +764,9 @@
764
  "weight_decay": 0.0001,
765
  "use_pid_loss": true
766
  },
767
- "val_loss": 0.1239210022347314,
768
- "stopped_epoch": 104,
769
- "time_s": 2.5317590000340715
770
  },
771
  {
772
  "hp": {
@@ -780,9 +780,9 @@
780
  "weight_decay": 0.0001,
781
  "use_pid_loss": true
782
  },
783
- "val_loss": 0.12897439024278096,
784
- "stopped_epoch": 103,
785
- "time_s": 2.56322245800402
786
  },
787
  {
788
  "hp": {
@@ -796,9 +796,9 @@
796
  "weight_decay": 0.0001,
797
  "use_pid_loss": true
798
  },
799
- "val_loss": 0.1295527145266533,
800
- "stopped_epoch": 109,
801
- "time_s": 3.0594600830227137
802
  },
803
  {
804
  "hp": {
@@ -812,9 +812,9 @@
812
  "weight_decay": 0.0001,
813
  "use_pid_loss": true
814
  },
815
- "val_loss": 0.12689341476985386,
816
- "stopped_epoch": 102,
817
- "time_s": 2.5670693749561906
818
  },
819
  {
820
  "hp": {
@@ -828,9 +828,9 @@
828
  "weight_decay": 0.0001,
829
  "use_pid_loss": true
830
  },
831
- "val_loss": 0.1323830442769187,
832
- "stopped_epoch": 104,
833
- "time_s": 2.6352515000035055
834
  },
835
  {
836
  "hp": {
@@ -844,9 +844,9 @@
844
  "weight_decay": 0.0001,
845
  "use_pid_loss": true
846
  },
847
- "val_loss": 0.1333213359117508,
848
- "stopped_epoch": 103,
849
- "time_s": 2.592919541988522
850
  },
851
  {
852
  "hp": {
@@ -860,9 +860,9 @@
860
  "weight_decay": 0.0001,
861
  "use_pid_loss": true
862
  },
863
- "val_loss": 0.1348286598920822,
864
- "stopped_epoch": 107,
865
- "time_s": 2.5795028330176137
866
  },
867
  {
868
  "hp": {
@@ -876,9 +876,9 @@
876
  "weight_decay": 0.0001,
877
  "use_pid_loss": true
878
  },
879
- "val_loss": 0.12480284678084509,
880
- "stopped_epoch": 102,
881
- "time_s": 2.451361541985534
882
  },
883
  {
884
  "hp": {
@@ -892,9 +892,9 @@
892
  "weight_decay": 0.0001,
893
  "use_pid_loss": true
894
  },
895
- "val_loss": 0.1237705871462822,
896
- "stopped_epoch": 106,
897
- "time_s": 2.703496708010789
898
  },
899
  {
900
  "hp": {
@@ -908,9 +908,9 @@
908
  "weight_decay": 0.0001,
909
  "use_pid_loss": true
910
  },
911
- "val_loss": 0.12331321686506272,
912
- "stopped_epoch": 101,
913
- "time_s": 2.472639582992997
914
  },
915
  {
916
  "hp": {
@@ -924,9 +924,9 @@
924
  "weight_decay": 0.0001,
925
  "use_pid_loss": true
926
  },
927
- "val_loss": 0.12788565627166204,
928
- "stopped_epoch": 105,
929
- "time_s": 2.4285405419650488
930
  },
931
  {
932
  "hp": {
@@ -940,9 +940,9 @@
940
  "weight_decay": 0.0001,
941
  "use_pid_loss": true
942
  },
943
- "val_loss": 0.1282906730260168,
944
- "stopped_epoch": 116,
945
- "time_s": 2.7912531250040047
946
  },
947
  {
948
  "hp": {
@@ -956,9 +956,9 @@
956
  "weight_decay": 0.0001,
957
  "use_pid_loss": true
958
  },
959
- "val_loss": 0.12699144695486342,
960
- "stopped_epoch": 102,
961
- "time_s": 2.493364291964099
962
  },
963
  {
964
  "hp": {
@@ -972,9 +972,9 @@
972
  "weight_decay": 0.0001,
973
  "use_pid_loss": true
974
  },
975
- "val_loss": 0.13408777288028173,
976
- "stopped_epoch": 101,
977
- "time_s": 2.2636860000202432
978
  },
979
  {
980
  "hp": {
@@ -988,9 +988,9 @@
988
  "weight_decay": 0.0001,
989
  "use_pid_loss": true
990
  },
991
- "val_loss": 0.13249369306223732,
992
- "stopped_epoch": 102,
993
- "time_s": 2.4134255830431357
994
  },
995
  {
996
  "hp": {
@@ -1004,9 +1004,9 @@
1004
  "weight_decay": 0.0001,
1005
  "use_pid_loss": true
1006
  },
1007
- "val_loss": 0.13244692470346178,
1008
- "stopped_epoch": 111,
1009
- "time_s": 2.7945415830472484
1010
  },
1011
  {
1012
  "hp": {
@@ -1020,9 +1020,9 @@
1020
  "weight_decay": 0.0001,
1021
  "use_pid_loss": true
1022
  },
1023
- "val_loss": 0.12418823944670813,
1024
- "stopped_epoch": 105,
1025
- "time_s": 2.471076791000087
1026
  },
1027
  {
1028
  "hp": {
@@ -1036,9 +1036,9 @@
1036
  "weight_decay": 0.0001,
1037
  "use_pid_loss": true
1038
  },
1039
- "val_loss": 0.12361240940434592,
1040
  "stopped_epoch": 103,
1041
- "time_s": 2.454098832968157
1042
  },
1043
  {
1044
  "hp": {
@@ -1052,9 +1052,9 @@
1052
  "weight_decay": 0.0001,
1053
  "use_pid_loss": true
1054
  },
1055
- "val_loss": 0.12399013234036309,
1056
- "stopped_epoch": 103,
1057
- "time_s": 2.440431167022325
1058
  },
1059
  {
1060
  "hp": {
@@ -1068,9 +1068,9 @@
1068
  "weight_decay": 0.0001,
1069
  "use_pid_loss": true
1070
  },
1071
- "val_loss": 0.1271268116576331,
1072
  "stopped_epoch": 102,
1073
- "time_s": 2.397025499958545
1074
  },
1075
  {
1076
  "hp": {
@@ -1084,9 +1084,9 @@
1084
  "weight_decay": 0.0001,
1085
  "use_pid_loss": true
1086
  },
1087
- "val_loss": 0.1279726532953126,
1088
  "stopped_epoch": 102,
1089
- "time_s": 2.6279854170279577
1090
  },
1091
  {
1092
  "hp": {
@@ -1100,9 +1100,9 @@
1100
  "weight_decay": 0.0001,
1101
  "use_pid_loss": true
1102
  },
1103
- "val_loss": 0.12662055279527393,
1104
- "stopped_epoch": 102,
1105
- "time_s": 2.4651150419958867
1106
  },
1107
  {
1108
  "hp": {
@@ -1116,9 +1116,9 @@
1116
  "weight_decay": 0.0001,
1117
  "use_pid_loss": true
1118
  },
1119
- "val_loss": 0.13384302194629397,
1120
- "stopped_epoch": 103,
1121
- "time_s": 2.3560370840132236
1122
  },
1123
  {
1124
  "hp": {
@@ -1132,9 +1132,9 @@
1132
  "weight_decay": 0.0001,
1133
  "use_pid_loss": true
1134
  },
1135
- "val_loss": 0.13304605739457268,
1136
- "stopped_epoch": 105,
1137
- "time_s": 2.516688250005245
1138
  },
1139
  {
1140
  "hp": {
@@ -1148,9 +1148,9 @@
1148
  "weight_decay": 0.0001,
1149
  "use_pid_loss": true
1150
  },
1151
- "val_loss": 0.13210696194853103,
1152
  "stopped_epoch": 102,
1153
- "time_s": 2.4499114170321263
1154
  },
1155
  {
1156
  "hp": {
@@ -1164,9 +1164,9 @@
1164
  "weight_decay": 0.0001,
1165
  "use_pid_loss": true
1166
  },
1167
- "val_loss": 0.12383017497403281,
1168
- "stopped_epoch": 104,
1169
- "time_s": 2.3295086250291206
1170
  },
1171
  {
1172
  "hp": {
@@ -1180,9 +1180,9 @@
1180
  "weight_decay": 0.0001,
1181
  "use_pid_loss": true
1182
  },
1183
- "val_loss": 0.12387785741261073,
1184
- "stopped_epoch": 104,
1185
- "time_s": 2.479708833969198
1186
  },
1187
  {
1188
  "hp": {
@@ -1196,9 +1196,9 @@
1196
  "weight_decay": 0.0001,
1197
  "use_pid_loss": true
1198
  },
1199
- "val_loss": 0.12368016157831464,
1200
- "stopped_epoch": 102,
1201
- "time_s": 2.4531042500166222
1202
  },
1203
  {
1204
  "hp": {
@@ -1212,9 +1212,9 @@
1212
  "weight_decay": 0.0001,
1213
  "use_pid_loss": true
1214
  },
1215
- "val_loss": 0.1256206139922142,
1216
- "stopped_epoch": 102,
1217
- "time_s": 2.2919923750450835
1218
  },
1219
  {
1220
  "hp": {
@@ -1228,9 +1228,9 @@
1228
  "weight_decay": 0.0001,
1229
  "use_pid_loss": true
1230
  },
1231
- "val_loss": 0.12832775797162738,
1232
- "stopped_epoch": 105,
1233
- "time_s": 2.4918287500040606
1234
  },
1235
  {
1236
  "hp": {
@@ -1244,9 +1244,9 @@
1244
  "weight_decay": 0.0001,
1245
  "use_pid_loss": true
1246
  },
1247
- "val_loss": 0.12680667553629194,
1248
- "stopped_epoch": 107,
1249
- "time_s": 2.515634416951798
1250
  },
1251
  {
1252
  "hp": {
@@ -1260,9 +1260,9 @@
1260
  "weight_decay": 0.0001,
1261
  "use_pid_loss": true
1262
  },
1263
- "val_loss": 0.13392539897135325,
1264
- "stopped_epoch": 101,
1265
- "time_s": 2.3698800000129268
1266
  },
1267
  {
1268
  "hp": {
@@ -1276,9 +1276,9 @@
1276
  "weight_decay": 0.0001,
1277
  "use_pid_loss": true
1278
  },
1279
- "val_loss": 0.13286846982581274,
1280
- "stopped_epoch": 103,
1281
- "time_s": 2.5570692920009606
1282
  },
1283
  {
1284
  "hp": {
@@ -1292,9 +1292,9 @@
1292
  "weight_decay": 0.0001,
1293
  "use_pid_loss": true
1294
  },
1295
- "val_loss": 0.13269072430474418,
1296
  "stopped_epoch": 104,
1297
- "time_s": 2.48414033401059
1298
  },
1299
  {
1300
  "hp": {
@@ -1309,9 +1309,9 @@
1309
  "weight_decay": 0.0001,
1310
  "use_pid_loss": true
1311
  },
1312
- "val_loss": 0.12307354552405221,
1313
- "stopped_epoch": 106,
1314
- "time_s": 2.974667624977883
1315
  },
1316
  {
1317
  "hp": {
@@ -1326,9 +1326,9 @@
1326
  "weight_decay": 0.0001,
1327
  "use_pid_loss": true
1328
  },
1329
- "val_loss": 0.1250354698726109,
1330
- "stopped_epoch": 108,
1331
- "time_s": 3.190675250021741
1332
  },
1333
  {
1334
  "hp": {
@@ -1343,9 +1343,9 @@
1343
  "weight_decay": 0.0001,
1344
  "use_pid_loss": true
1345
  },
1346
- "val_loss": 0.12448278771979468,
1347
- "stopped_epoch": 115,
1348
- "time_s": 3.4629524589981884
1349
  },
1350
  {
1351
  "hp": {
@@ -1360,9 +1360,9 @@
1360
  "weight_decay": 0.0001,
1361
  "use_pid_loss": true
1362
  },
1363
- "val_loss": 0.12882289226566043,
1364
- "stopped_epoch": 101,
1365
- "time_s": 2.8149010830093175
1366
  },
1367
  {
1368
  "hp": {
@@ -1377,9 +1377,9 @@
1377
  "weight_decay": 0.0001,
1378
  "use_pid_loss": true
1379
  },
1380
- "val_loss": 0.1271853425673076,
1381
- "stopped_epoch": 109,
1382
- "time_s": 3.2537795419921167
1383
  },
1384
  {
1385
  "hp": {
@@ -1394,9 +1394,9 @@
1394
  "weight_decay": 0.0001,
1395
  "use_pid_loss": true
1396
  },
1397
- "val_loss": 0.12754014155694415,
1398
- "stopped_epoch": 102,
1399
- "time_s": 3.047500292013865
1400
  },
1401
  {
1402
  "hp": {
@@ -1411,9 +1411,9 @@
1411
  "weight_decay": 0.0001,
1412
  "use_pid_loss": true
1413
  },
1414
- "val_loss": 0.1341991343668529,
1415
- "stopped_epoch": 101,
1416
- "time_s": 2.783723499975167
1417
  },
1418
  {
1419
  "hp": {
@@ -1428,9 +1428,9 @@
1428
  "weight_decay": 0.0001,
1429
  "use_pid_loss": true
1430
  },
1431
- "val_loss": 0.1338655710220337,
1432
- "stopped_epoch": 108,
1433
- "time_s": 3.314085917023476
1434
  },
1435
  {
1436
  "hp": {
@@ -1445,9 +1445,9 @@
1445
  "weight_decay": 0.0001,
1446
  "use_pid_loss": true
1447
  },
1448
- "val_loss": 0.13309626856020518,
1449
- "stopped_epoch": 105,
1450
- "time_s": 3.304301458003465
1451
  },
1452
  {
1453
  "hp": {
@@ -1462,9 +1462,9 @@
1462
  "weight_decay": 0.0001,
1463
  "use_pid_loss": true
1464
  },
1465
- "val_loss": 0.12438311236245292,
1466
- "stopped_epoch": 101,
1467
- "time_s": 2.8077903329976834
1468
  },
1469
  {
1470
  "hp": {
@@ -1479,9 +1479,9 @@
1479
  "weight_decay": 0.0001,
1480
  "use_pid_loss": true
1481
  },
1482
- "val_loss": 0.12287281262023109,
1483
- "stopped_epoch": 102,
1484
- "time_s": 3.0709676659898832
1485
  },
1486
  {
1487
  "hp": {
@@ -1496,9 +1496,9 @@
1496
  "weight_decay": 0.0001,
1497
  "use_pid_loss": true
1498
  },
1499
- "val_loss": 0.12395832389593124,
1500
  "stopped_epoch": 102,
1501
- "time_s": 3.1326952500385232
1502
  },
1503
  {
1504
  "hp": {
@@ -1513,9 +1513,9 @@
1513
  "weight_decay": 0.0001,
1514
  "use_pid_loss": true
1515
  },
1516
- "val_loss": 0.12724372105939047,
1517
  "stopped_epoch": 102,
1518
- "time_s": 2.9256224999553524
1519
  },
1520
  {
1521
  "hp": {
@@ -1530,9 +1530,9 @@
1530
  "weight_decay": 0.0001,
1531
  "use_pid_loss": true
1532
  },
1533
- "val_loss": 0.1273030183144978,
1534
- "stopped_epoch": 101,
1535
- "time_s": 3.1476308749988675
1536
  },
1537
  {
1538
  "hp": {
@@ -1547,9 +1547,9 @@
1547
  "weight_decay": 0.0001,
1548
  "use_pid_loss": true
1549
  },
1550
- "val_loss": 0.12845197660582405,
1551
- "stopped_epoch": 106,
1552
- "time_s": 3.3141032079583965
1553
  },
1554
  {
1555
  "hp": {
@@ -1564,9 +1564,9 @@
1564
  "weight_decay": 0.0001,
1565
  "use_pid_loss": true
1566
  },
1567
- "val_loss": 0.13229644341128213,
1568
- "stopped_epoch": 106,
1569
- "time_s": 2.9439251669682562
1570
  },
1571
  {
1572
  "hp": {
@@ -1581,9 +1581,9 @@
1581
  "weight_decay": 0.0001,
1582
  "use_pid_loss": true
1583
  },
1584
- "val_loss": 0.13374607243708203,
1585
- "stopped_epoch": 101,
1586
- "time_s": 2.947078458033502
1587
  },
1588
  {
1589
  "hp": {
@@ -1598,9 +1598,9 @@
1598
  "weight_decay": 0.0001,
1599
  "use_pid_loss": true
1600
  },
1601
- "val_loss": 0.13295497127941677,
1602
- "stopped_epoch": 114,
1603
- "time_s": 3.5796465420280583
1604
  },
1605
  {
1606
  "hp": {
@@ -1615,9 +1615,9 @@
1615
  "weight_decay": 0.0001,
1616
  "use_pid_loss": true
1617
  },
1618
- "val_loss": 0.12491199885095869,
1619
- "stopped_epoch": 103,
1620
- "time_s": 2.9333864169893786
1621
  },
1622
  {
1623
  "hp": {
@@ -1632,9 +1632,9 @@
1632
  "weight_decay": 0.0001,
1633
  "use_pid_loss": true
1634
  },
1635
- "val_loss": 0.12486103645392826,
1636
- "stopped_epoch": 102,
1637
- "time_s": 3.0365872079855762
1638
  },
1639
  {
1640
  "hp": {
@@ -1649,9 +1649,9 @@
1649
  "weight_decay": 0.0001,
1650
  "use_pid_loss": true
1651
  },
1652
- "val_loss": 0.12416172325611115,
1653
  "stopped_epoch": 103,
1654
- "time_s": 3.065582124982029
1655
  },
1656
  {
1657
  "hp": {
@@ -1666,9 +1666,9 @@
1666
  "weight_decay": 0.0001,
1667
  "use_pid_loss": true
1668
  },
1669
- "val_loss": 0.1273323714733124,
1670
- "stopped_epoch": 103,
1671
- "time_s": 2.8949280419619754
1672
  },
1673
  {
1674
  "hp": {
@@ -1683,9 +1683,9 @@
1683
  "weight_decay": 0.0001,
1684
  "use_pid_loss": true
1685
  },
1686
- "val_loss": 0.12767032725470406,
1687
- "stopped_epoch": 103,
1688
- "time_s": 3.027776625007391
1689
  },
1690
  {
1691
  "hp": {
@@ -1700,9 +1700,9 @@
1700
  "weight_decay": 0.0001,
1701
  "use_pid_loss": true
1702
  },
1703
- "val_loss": 0.1266573652625084,
1704
- "stopped_epoch": 103,
1705
- "time_s": 3.0472889579832554
1706
  },
1707
  {
1708
  "hp": {
@@ -1717,9 +1717,9 @@
1717
  "weight_decay": 0.0001,
1718
  "use_pid_loss": true
1719
  },
1720
- "val_loss": 0.1337254313485963,
1721
- "stopped_epoch": 106,
1722
- "time_s": 2.892808500037063
1723
  },
1724
  {
1725
  "hp": {
@@ -1734,9 +1734,9 @@
1734
  "weight_decay": 0.0001,
1735
  "use_pid_loss": true
1736
  },
1737
- "val_loss": 0.13396720460483005,
1738
- "stopped_epoch": 104,
1739
- "time_s": 3.08548095903825
1740
  },
1741
  {
1742
  "hp": {
@@ -1751,9 +1751,9 @@
1751
  "weight_decay": 0.0001,
1752
  "use_pid_loss": true
1753
  },
1754
- "val_loss": 0.13435645358903067,
1755
- "stopped_epoch": 106,
1756
- "time_s": 3.1265577909653075
1757
  }
1758
  ],
1759
  "router_b": [
@@ -1769,9 +1769,9 @@
1769
  "weight_decay": 0.0001,
1770
  "use_pid_loss": true
1771
  },
1772
- "val_loss": 0.09611190387180873,
1773
- "stopped_epoch": 120,
1774
- "time_s": 2.743966708017979
1775
  },
1776
  {
1777
  "hp": {
@@ -1785,9 +1785,9 @@
1785
  "weight_decay": 0.0001,
1786
  "use_pid_loss": true
1787
  },
1788
- "val_loss": 0.09617837092706136,
1789
- "stopped_epoch": 107,
1790
- "time_s": 2.52569024998229
1791
  },
1792
  {
1793
  "hp": {
@@ -1801,9 +1801,9 @@
1801
  "weight_decay": 0.0001,
1802
  "use_pid_loss": true
1803
  },
1804
- "val_loss": 0.09608301371335984,
1805
- "stopped_epoch": 102,
1806
- "time_s": 2.3813444999977946
1807
  },
1808
  {
1809
  "hp": {
@@ -1817,9 +1817,9 @@
1817
  "weight_decay": 0.0001,
1818
  "use_pid_loss": true
1819
  },
1820
- "val_loss": 0.09634766791548048,
1821
- "stopped_epoch": 121,
1822
- "time_s": 2.6972989999921992
1823
  },
1824
  {
1825
  "hp": {
@@ -1833,9 +1833,9 @@
1833
  "weight_decay": 0.0001,
1834
  "use_pid_loss": true
1835
  },
1836
- "val_loss": 0.09619388750621251,
1837
- "stopped_epoch": 101,
1838
- "time_s": 2.3774025410530157
1839
  },
1840
  {
1841
  "hp": {
@@ -1849,9 +1849,9 @@
1849
  "weight_decay": 0.0001,
1850
  "use_pid_loss": true
1851
  },
1852
- "val_loss": 0.09589472029890334,
1853
- "stopped_epoch": 114,
1854
- "time_s": 2.672705666976981
1855
  },
1856
  {
1857
  "hp": {
@@ -1865,9 +1865,9 @@
1865
  "weight_decay": 0.0001,
1866
  "use_pid_loss": true
1867
  },
1868
- "val_loss": 0.09751747293131692,
1869
- "stopped_epoch": 109,
1870
- "time_s": 2.4516768339672126
1871
  },
1872
  {
1873
  "hp": {
@@ -1881,9 +1881,9 @@
1881
  "weight_decay": 0.0001,
1882
  "use_pid_loss": true
1883
  },
1884
- "val_loss": 0.09716275951692037,
1885
- "stopped_epoch": 101,
1886
- "time_s": 2.3518012079875916
1887
  },
1888
  {
1889
  "hp": {
@@ -1897,9 +1897,9 @@
1897
  "weight_decay": 0.0001,
1898
  "use_pid_loss": true
1899
  },
1900
- "val_loss": 0.09645642510482243,
1901
- "stopped_epoch": 117,
1902
- "time_s": 2.7443669579806738
1903
  },
1904
  {
1905
  "hp": {
@@ -1913,9 +1913,9 @@
1913
  "weight_decay": 0.0001,
1914
  "use_pid_loss": true
1915
  },
1916
- "val_loss": 0.09490604315485274,
1917
- "stopped_epoch": 119,
1918
- "time_s": 2.5783920410322025
1919
  },
1920
  {
1921
  "hp": {
@@ -1929,9 +1929,9 @@
1929
  "weight_decay": 0.0001,
1930
  "use_pid_loss": true
1931
  },
1932
- "val_loss": 0.09542472873415266,
1933
- "stopped_epoch": 114,
1934
- "time_s": 2.754816333006602
1935
  },
1936
  {
1937
  "hp": {
@@ -1945,9 +1945,9 @@
1945
  "weight_decay": 0.0001,
1946
  "use_pid_loss": true
1947
  },
1948
- "val_loss": 0.09585411931787219,
1949
- "stopped_epoch": 128,
1950
- "time_s": 3.1031787910033017
1951
  },
1952
  {
1953
  "hp": {
@@ -1961,9 +1961,9 @@
1961
  "weight_decay": 0.0001,
1962
  "use_pid_loss": true
1963
  },
1964
- "val_loss": 0.09605837464332581,
1965
- "stopped_epoch": 119,
1966
- "time_s": 2.652587167045567
1967
  },
1968
  {
1969
  "hp": {
@@ -1977,9 +1977,9 @@
1977
  "weight_decay": 0.0001,
1978
  "use_pid_loss": true
1979
  },
1980
- "val_loss": 0.09637213966676167,
1981
- "stopped_epoch": 110,
1982
- "time_s": 2.576810624974314
1983
  },
1984
  {
1985
  "hp": {
@@ -1993,9 +1993,9 @@
1993
  "weight_decay": 0.0001,
1994
  "use_pid_loss": true
1995
  },
1996
- "val_loss": 0.09535132348537445,
1997
- "stopped_epoch": 119,
1998
- "time_s": 2.8239466659724712
1999
  },
2000
  {
2001
  "hp": {
@@ -2009,9 +2009,9 @@
2009
  "weight_decay": 0.0001,
2010
  "use_pid_loss": true
2011
  },
2012
- "val_loss": 0.09715698787144252,
2013
- "stopped_epoch": 103,
2014
- "time_s": 2.2736386659671552
2015
  },
2016
  {
2017
  "hp": {
@@ -2025,9 +2025,9 @@
2025
  "weight_decay": 0.0001,
2026
  "use_pid_loss": true
2027
  },
2028
- "val_loss": 0.09686193338462284,
2029
- "stopped_epoch": 119,
2030
- "time_s": 2.8185039169620723
2031
  },
2032
  {
2033
  "hp": {
@@ -2041,9 +2041,9 @@
2041
  "weight_decay": 0.0001,
2042
  "use_pid_loss": true
2043
  },
2044
- "val_loss": 0.0969673039657729,
2045
- "stopped_epoch": 109,
2046
- "time_s": 2.6002545410301536
2047
  },
2048
  {
2049
  "hp": {
@@ -2057,9 +2057,9 @@
2057
  "weight_decay": 0.0001,
2058
  "use_pid_loss": true
2059
  },
2060
- "val_loss": 0.09547126825366702,
2061
- "stopped_epoch": 123,
2062
- "time_s": 2.6737650000141002
2063
  },
2064
  {
2065
  "hp": {
@@ -2073,9 +2073,9 @@
2073
  "weight_decay": 0.0001,
2074
  "use_pid_loss": true
2075
  },
2076
- "val_loss": 0.0960471938763346,
2077
- "stopped_epoch": 102,
2078
- "time_s": 2.4218562919995748
2079
  },
2080
  {
2081
  "hp": {
@@ -2089,9 +2089,9 @@
2089
  "weight_decay": 0.0001,
2090
  "use_pid_loss": true
2091
  },
2092
- "val_loss": 0.09530706490789141,
2093
- "stopped_epoch": 105,
2094
- "time_s": 2.4279114159871824
2095
  },
2096
  {
2097
  "hp": {
@@ -2105,9 +2105,9 @@
2105
  "weight_decay": 0.0001,
2106
  "use_pid_loss": true
2107
  },
2108
- "val_loss": 0.09626672374350684,
2109
- "stopped_epoch": 110,
2110
- "time_s": 2.419631250028033
2111
  },
2112
  {
2113
  "hp": {
@@ -2121,9 +2121,9 @@
2121
  "weight_decay": 0.0001,
2122
  "use_pid_loss": true
2123
  },
2124
- "val_loss": 0.09633547791412898,
2125
- "stopped_epoch": 101,
2126
- "time_s": 2.4771295830141753
2127
  },
2128
  {
2129
  "hp": {
@@ -2137,9 +2137,9 @@
2137
  "weight_decay": 0.0001,
2138
  "use_pid_loss": true
2139
  },
2140
- "val_loss": 0.09624075080667223,
2141
- "stopped_epoch": 107,
2142
- "time_s": 2.6051042079925537
2143
  },
2144
  {
2145
  "hp": {
@@ -2153,9 +2153,9 @@
2153
  "weight_decay": 0.0001,
2154
  "use_pid_loss": true
2155
  },
2156
- "val_loss": 0.09772660732269287,
2157
- "stopped_epoch": 102,
2158
- "time_s": 2.2791107919765636
2159
  },
2160
  {
2161
  "hp": {
@@ -2169,9 +2169,9 @@
2169
  "weight_decay": 0.0001,
2170
  "use_pid_loss": true
2171
  },
2172
- "val_loss": 0.09674343232597624,
2173
- "stopped_epoch": 111,
2174
- "time_s": 2.5938311670324765
2175
  },
2176
  {
2177
  "hp": {
@@ -2185,9 +2185,9 @@
2185
  "weight_decay": 0.0001,
2186
  "use_pid_loss": true
2187
  },
2188
- "val_loss": 0.09717552193573543,
2189
- "stopped_epoch": 111,
2190
- "time_s": 2.6135972090414725
2191
  },
2192
  {
2193
  "hp": {
@@ -2201,9 +2201,9 @@
2201
  "weight_decay": 0.0001,
2202
  "use_pid_loss": true
2203
  },
2204
- "val_loss": 0.09511941245623998,
2205
- "stopped_epoch": 117,
2206
- "time_s": 2.5831630409811623
2207
  },
2208
  {
2209
  "hp": {
@@ -2217,9 +2217,9 @@
2217
  "weight_decay": 0.0001,
2218
  "use_pid_loss": true
2219
  },
2220
- "val_loss": 0.09528283263955797,
2221
- "stopped_epoch": 117,
2222
- "time_s": 2.727420167007949
2223
  },
2224
  {
2225
  "hp": {
@@ -2233,9 +2233,9 @@
2233
  "weight_decay": 0.0001,
2234
  "use_pid_loss": true
2235
  },
2236
- "val_loss": 0.09574990017073495,
2237
- "stopped_epoch": 123,
2238
- "time_s": 2.9352412080042996
2239
  },
2240
  {
2241
  "hp": {
@@ -2249,9 +2249,9 @@
2249
  "weight_decay": 0.0001,
2250
  "use_pid_loss": true
2251
  },
2252
- "val_loss": 0.09633489421435765,
2253
- "stopped_epoch": 118,
2254
- "time_s": 2.565374083991628
2255
  },
2256
  {
2257
  "hp": {
@@ -2265,9 +2265,9 @@
2265
  "weight_decay": 0.0001,
2266
  "use_pid_loss": true
2267
  },
2268
- "val_loss": 0.09589625958885466,
2269
- "stopped_epoch": 112,
2270
- "time_s": 2.677287458034698
2271
  },
2272
  {
2273
  "hp": {
@@ -2281,9 +2281,9 @@
2281
  "weight_decay": 0.0001,
2282
  "use_pid_loss": true
2283
  },
2284
- "val_loss": 0.09577085822820663,
2285
- "stopped_epoch": 120,
2286
- "time_s": 2.7563691250397824
2287
  },
2288
  {
2289
  "hp": {
@@ -2297,9 +2297,9 @@
2297
  "weight_decay": 0.0001,
2298
  "use_pid_loss": true
2299
  },
2300
- "val_loss": 0.09734574407339096,
2301
- "stopped_epoch": 113,
2302
- "time_s": 2.564059416006785
2303
  },
2304
  {
2305
  "hp": {
@@ -2313,9 +2313,9 @@
2313
  "weight_decay": 0.0001,
2314
  "use_pid_loss": true
2315
  },
2316
- "val_loss": 0.09657731269087111,
2317
- "stopped_epoch": 109,
2318
- "time_s": 2.671166624990292
2319
  },
2320
  {
2321
  "hp": {
@@ -2329,9 +2329,9 @@
2329
  "weight_decay": 0.0001,
2330
  "use_pid_loss": true
2331
  },
2332
- "val_loss": 0.09713364179645266,
2333
- "stopped_epoch": 103,
2334
- "time_s": 2.5137612500111572
2335
  },
2336
  {
2337
  "hp": {
@@ -2345,9 +2345,9 @@
2345
  "weight_decay": 0.0001,
2346
  "use_pid_loss": true
2347
  },
2348
- "val_loss": 0.09576621396200997,
2349
- "stopped_epoch": 117,
2350
- "time_s": 2.5764684999594465
2351
  },
2352
  {
2353
  "hp": {
@@ -2361,9 +2361,9 @@
2361
  "weight_decay": 0.0001,
2362
  "use_pid_loss": true
2363
  },
2364
- "val_loss": 0.09545994507414954,
2365
- "stopped_epoch": 122,
2366
- "time_s": 2.927159874991048
2367
  },
2368
  {
2369
  "hp": {
@@ -2377,9 +2377,9 @@
2377
  "weight_decay": 0.0001,
2378
  "use_pid_loss": true
2379
  },
2380
- "val_loss": 0.0951779591185706,
2381
- "stopped_epoch": 118,
2382
- "time_s": 2.802146333968267
2383
  },
2384
  {
2385
  "hp": {
@@ -2393,9 +2393,9 @@
2393
  "weight_decay": 0.0001,
2394
  "use_pid_loss": true
2395
  },
2396
- "val_loss": 0.09708167101655688,
2397
- "stopped_epoch": 102,
2398
- "time_s": 2.241538291971665
2399
  },
2400
  {
2401
  "hp": {
@@ -2409,9 +2409,9 @@
2409
  "weight_decay": 0.0001,
2410
  "use_pid_loss": true
2411
  },
2412
- "val_loss": 0.09620215041296823,
2413
- "stopped_epoch": 112,
2414
- "time_s": 2.651296750002075
2415
  },
2416
  {
2417
  "hp": {
@@ -2425,9 +2425,9 @@
2425
  "weight_decay": 0.0001,
2426
  "use_pid_loss": true
2427
  },
2428
- "val_loss": 0.09602645827191217,
2429
- "stopped_epoch": 114,
2430
- "time_s": 2.7070814579492435
2431
  },
2432
  {
2433
  "hp": {
@@ -2441,9 +2441,9 @@
2441
  "weight_decay": 0.0001,
2442
  "use_pid_loss": true
2443
  },
2444
- "val_loss": 0.09695382671696799,
2445
  "stopped_epoch": 107,
2446
- "time_s": 2.3824609160074033
2447
  },
2448
  {
2449
  "hp": {
@@ -2457,9 +2457,9 @@
2457
  "weight_decay": 0.0001,
2458
  "use_pid_loss": true
2459
  },
2460
- "val_loss": 0.09716008241687502,
2461
- "stopped_epoch": 101,
2462
- "time_s": 2.3856785420211963
2463
  },
2464
  {
2465
  "hp": {
@@ -2473,9 +2473,9 @@
2473
  "weight_decay": 0.0001,
2474
  "use_pid_loss": true
2475
  },
2476
- "val_loss": 0.0972958905356271,
2477
- "stopped_epoch": 106,
2478
- "time_s": 2.441135334025603
2479
  },
2480
  {
2481
  "hp": {
@@ -2489,9 +2489,9 @@
2489
  "weight_decay": 0.0001,
2490
  "use_pid_loss": true
2491
  },
2492
- "val_loss": 0.09596590527466366,
2493
- "stopped_epoch": 120,
2494
- "time_s": 2.774860582954716
2495
  },
2496
  {
2497
  "hp": {
@@ -2505,9 +2505,9 @@
2505
  "weight_decay": 0.0001,
2506
  "use_pid_loss": true
2507
  },
2508
- "val_loss": 0.09524039562259401,
2509
- "stopped_epoch": 105,
2510
- "time_s": 2.5590737920138054
2511
  },
2512
  {
2513
  "hp": {
@@ -2521,9 +2521,9 @@
2521
  "weight_decay": 0.0001,
2522
  "use_pid_loss": true
2523
  },
2524
- "val_loss": 0.09578423372336796,
2525
- "stopped_epoch": 103,
2526
- "time_s": 2.4687137080472894
2527
  },
2528
  {
2529
  "hp": {
@@ -2537,9 +2537,9 @@
2537
  "weight_decay": 0.0001,
2538
  "use_pid_loss": true
2539
  },
2540
- "val_loss": 0.0955996607031141,
2541
- "stopped_epoch": 106,
2542
- "time_s": 2.3383607090217993
2543
  },
2544
  {
2545
  "hp": {
@@ -2553,9 +2553,9 @@
2553
  "weight_decay": 0.0001,
2554
  "use_pid_loss": true
2555
  },
2556
- "val_loss": 0.09622439656938825,
2557
- "stopped_epoch": 106,
2558
- "time_s": 2.493840040988289
2559
  },
2560
  {
2561
  "hp": {
@@ -2569,9 +2569,9 @@
2569
  "weight_decay": 0.0001,
2570
  "use_pid_loss": true
2571
  },
2572
- "val_loss": 0.09634100730930056,
2573
- "stopped_epoch": 102,
2574
- "time_s": 2.4048229590407573
2575
  },
2576
  {
2577
  "hp": {
@@ -2585,9 +2585,9 @@
2585
  "weight_decay": 0.0001,
2586
  "use_pid_loss": true
2587
  },
2588
- "val_loss": 0.09783524785723005,
2589
- "stopped_epoch": 102,
2590
- "time_s": 2.242656959046144
2591
  },
2592
  {
2593
  "hp": {
@@ -2601,9 +2601,9 @@
2601
  "weight_decay": 0.0001,
2602
  "use_pid_loss": true
2603
  },
2604
- "val_loss": 0.0962570880140577,
2605
- "stopped_epoch": 109,
2606
- "time_s": 2.589708709041588
2607
  },
2608
  {
2609
  "hp": {
@@ -2617,9 +2617,9 @@
2617
  "weight_decay": 0.0001,
2618
  "use_pid_loss": true
2619
  },
2620
- "val_loss": 0.09662899800709315,
2621
- "stopped_epoch": 110,
2622
- "time_s": 2.579595665971283
2623
  },
2624
  {
2625
  "hp": {
@@ -2633,9 +2633,9 @@
2633
  "weight_decay": 0.0001,
2634
  "use_pid_loss": true
2635
  },
2636
- "val_loss": 0.09583223717553276,
2637
- "stopped_epoch": 114,
2638
- "time_s": 2.5920620000106283
2639
  },
2640
  {
2641
  "hp": {
@@ -2649,9 +2649,9 @@
2649
  "weight_decay": 0.0001,
2650
  "use_pid_loss": true
2651
  },
2652
- "val_loss": 0.09552845976182393,
2653
- "stopped_epoch": 124,
2654
- "time_s": 2.9017907079542056
2655
  },
2656
  {
2657
  "hp": {
@@ -2665,9 +2665,9 @@
2665
  "weight_decay": 0.0001,
2666
  "use_pid_loss": true
2667
  },
2668
- "val_loss": 0.09596588781901769,
2669
- "stopped_epoch": 103,
2670
- "time_s": 2.445926791988313
2671
  },
2672
  {
2673
  "hp": {
@@ -2681,9 +2681,9 @@
2681
  "weight_decay": 0.0001,
2682
  "use_pid_loss": true
2683
  },
2684
- "val_loss": 0.09566909777266638,
2685
- "stopped_epoch": 121,
2686
- "time_s": 2.7912346250377595
2687
  },
2688
  {
2689
  "hp": {
@@ -2697,9 +2697,9 @@
2697
  "weight_decay": 0.0001,
2698
  "use_pid_loss": true
2699
  },
2700
- "val_loss": 0.0960953231368746,
2701
- "stopped_epoch": 122,
2702
- "time_s": 2.942694458994083
2703
  },
2704
  {
2705
  "hp": {
@@ -2713,9 +2713,9 @@
2713
  "weight_decay": 0.0001,
2714
  "use_pid_loss": true
2715
  },
2716
- "val_loss": 0.09599433988332748,
2717
- "stopped_epoch": 121,
2718
- "time_s": 2.864394165982958
2719
  },
2720
  {
2721
  "hp": {
@@ -2729,9 +2729,9 @@
2729
  "weight_decay": 0.0001,
2730
  "use_pid_loss": true
2731
  },
2732
- "val_loss": 0.09688226857355663,
2733
- "stopped_epoch": 113,
2734
- "time_s": 2.5132392499945126
2735
  },
2736
  {
2737
  "hp": {
@@ -2745,9 +2745,9 @@
2745
  "weight_decay": 0.0001,
2746
  "use_pid_loss": true
2747
  },
2748
- "val_loss": 0.09667253707136426,
2749
- "stopped_epoch": 117,
2750
- "time_s": 2.8426317499834113
2751
  },
2752
  {
2753
  "hp": {
@@ -2761,9 +2761,9 @@
2761
  "weight_decay": 0.0001,
2762
  "use_pid_loss": true
2763
  },
2764
- "val_loss": 0.0966470935514995,
2765
- "stopped_epoch": 110,
2766
- "time_s": 2.6163442080141976
2767
  },
2768
  {
2769
  "hp": {
@@ -2777,9 +2777,9 @@
2777
  "weight_decay": 0.0001,
2778
  "use_pid_loss": true
2779
  },
2780
- "val_loss": 0.09615397879055568,
2781
- "stopped_epoch": 112,
2782
- "time_s": 2.533815083967056
2783
  },
2784
  {
2785
  "hp": {
@@ -2793,9 +2793,9 @@
2793
  "weight_decay": 0.0001,
2794
  "use_pid_loss": true
2795
  },
2796
- "val_loss": 0.09566150733402796,
2797
- "stopped_epoch": 110,
2798
- "time_s": 2.5687260840204544
2799
  },
2800
  {
2801
  "hp": {
@@ -2809,9 +2809,9 @@
2809
  "weight_decay": 0.0001,
2810
  "use_pid_loss": true
2811
  },
2812
- "val_loss": 0.09546154247862952,
2813
  "stopped_epoch": 118,
2814
- "time_s": 2.8524913750006817
2815
  },
2816
  {
2817
  "hp": {
@@ -2825,9 +2825,9 @@
2825
  "weight_decay": 0.0001,
2826
  "use_pid_loss": true
2827
  },
2828
- "val_loss": 0.09557619052273887,
2829
- "stopped_epoch": 120,
2830
- "time_s": 2.6584962910274044
2831
  },
2832
  {
2833
  "hp": {
@@ -2841,9 +2841,9 @@
2841
  "weight_decay": 0.0001,
2842
  "use_pid_loss": true
2843
  },
2844
- "val_loss": 0.09605335891246795,
2845
- "stopped_epoch": 113,
2846
- "time_s": 2.6646770000224933
2847
  },
2848
  {
2849
  "hp": {
@@ -2857,9 +2857,9 @@
2857
  "weight_decay": 0.0001,
2858
  "use_pid_loss": true
2859
  },
2860
- "val_loss": 0.09574895373412541,
2861
- "stopped_epoch": 112,
2862
- "time_s": 2.809344333014451
2863
  },
2864
  {
2865
  "hp": {
@@ -2873,9 +2873,9 @@
2873
  "weight_decay": 0.0001,
2874
  "use_pid_loss": true
2875
  },
2876
- "val_loss": 0.09661090161119189,
2877
- "stopped_epoch": 107,
2878
- "time_s": 2.413832791033201
2879
  },
2880
  {
2881
  "hp": {
@@ -2889,9 +2889,9 @@
2889
  "weight_decay": 0.0001,
2890
  "use_pid_loss": true
2891
  },
2892
- "val_loss": 0.09663335106202535,
2893
- "stopped_epoch": 111,
2894
- "time_s": 2.613497791986447
2895
  },
2896
  {
2897
  "hp": {
@@ -2905,9 +2905,9 @@
2905
  "weight_decay": 0.0001,
2906
  "use_pid_loss": true
2907
  },
2908
- "val_loss": 0.09685662644250052,
2909
- "stopped_epoch": 115,
2910
- "time_s": 2.7523431250010617
2911
  },
2912
  {
2913
  "hp": {
@@ -2921,9 +2921,9 @@
2921
  "weight_decay": 0.0001,
2922
  "use_pid_loss": true
2923
  },
2924
- "val_loss": 0.09566111394337246,
2925
  "stopped_epoch": 114,
2926
- "time_s": 2.608253875048831
2927
  },
2928
  {
2929
  "hp": {
@@ -2937,9 +2937,9 @@
2937
  "weight_decay": 0.0001,
2938
  "use_pid_loss": true
2939
  },
2940
- "val_loss": 0.09571973638875143,
2941
- "stopped_epoch": 109,
2942
- "time_s": 2.5955109169590287
2943
  },
2944
  {
2945
  "hp": {
@@ -2953,9 +2953,9 @@
2953
  "weight_decay": 0.0001,
2954
  "use_pid_loss": true
2955
  },
2956
- "val_loss": 0.09586880824395588,
2957
- "stopped_epoch": 118,
2958
- "time_s": 2.806565332983155
2959
  },
2960
  {
2961
  "hp": {
@@ -2969,9 +2969,9 @@
2969
  "weight_decay": 0.0001,
2970
  "use_pid_loss": true
2971
  },
2972
- "val_loss": 0.09638675983463015,
2973
- "stopped_epoch": 114,
2974
- "time_s": 2.5508030829951167
2975
  },
2976
  {
2977
  "hp": {
@@ -2985,9 +2985,9 @@
2985
  "weight_decay": 0.0001,
2986
  "use_pid_loss": true
2987
  },
2988
- "val_loss": 0.09621968652520861,
2989
- "stopped_epoch": 108,
2990
- "time_s": 2.544384250009898
2991
  },
2992
  {
2993
  "hp": {
@@ -3001,9 +3001,9 @@
3001
  "weight_decay": 0.0001,
3002
  "use_pid_loss": true
3003
  },
3004
- "val_loss": 0.09651533833571843,
3005
- "stopped_epoch": 104,
3006
- "time_s": 2.509399458009284
3007
  },
3008
  {
3009
  "hp": {
@@ -3017,9 +3017,9 @@
3017
  "weight_decay": 0.0001,
3018
  "use_pid_loss": true
3019
  },
3020
- "val_loss": 0.09746939241886139,
3021
- "stopped_epoch": 104,
3022
- "time_s": 2.290677874989342
3023
  },
3024
  {
3025
  "hp": {
@@ -3033,9 +3033,9 @@
3033
  "weight_decay": 0.0001,
3034
  "use_pid_loss": true
3035
  },
3036
- "val_loss": 0.09714110834257943,
3037
- "stopped_epoch": 111,
3038
- "time_s": 2.735878915991634
3039
  },
3040
  {
3041
  "hp": {
@@ -3049,9 +3049,9 @@
3049
  "weight_decay": 0.0001,
3050
  "use_pid_loss": true
3051
  },
3052
- "val_loss": 0.0973339204277311,
3053
- "stopped_epoch": 103,
3054
- "time_s": 2.4916548340115696
3055
  },
3056
  {
3057
  "hp": {
@@ -3066,9 +3066,9 @@
3066
  "weight_decay": 0.0001,
3067
  "use_pid_loss": true
3068
  },
3069
- "val_loss": 0.09550815692969732,
3070
- "stopped_epoch": 120,
3071
- "time_s": 3.312748000025749
3072
  },
3073
  {
3074
  "hp": {
@@ -3083,9 +3083,9 @@
3083
  "weight_decay": 0.0001,
3084
  "use_pid_loss": true
3085
  },
3086
- "val_loss": 0.09531741227422441,
3087
- "stopped_epoch": 124,
3088
- "time_s": 3.6416121250367723
3089
  },
3090
  {
3091
  "hp": {
@@ -3100,9 +3100,9 @@
3100
  "weight_decay": 0.0001,
3101
  "use_pid_loss": true
3102
  },
3103
- "val_loss": 0.09574482611247472,
3104
- "stopped_epoch": 105,
3105
- "time_s": 3.1113776660058647
3106
  },
3107
  {
3108
  "hp": {
@@ -3117,9 +3117,9 @@
3117
  "weight_decay": 0.0001,
3118
  "use_pid_loss": true
3119
  },
3120
- "val_loss": 0.09550375172070094,
3121
- "stopped_epoch": 109,
3122
- "time_s": 3.019402874982916
3123
  },
3124
  {
3125
  "hp": {
@@ -3134,9 +3134,9 @@
3134
  "weight_decay": 0.0001,
3135
  "use_pid_loss": true
3136
  },
3137
- "val_loss": 0.0959980234503746,
3138
- "stopped_epoch": 113,
3139
- "time_s": 3.3943622920196503
3140
  },
3141
  {
3142
  "hp": {
@@ -3151,9 +3151,9 @@
3151
  "weight_decay": 0.0001,
3152
  "use_pid_loss": true
3153
  },
3154
- "val_loss": 0.09602812613759722,
3155
- "stopped_epoch": 117,
3156
- "time_s": 3.4605801249854267
3157
  },
3158
  {
3159
  "hp": {
@@ -3168,9 +3168,9 @@
3168
  "weight_decay": 0.0001,
3169
  "use_pid_loss": true
3170
  },
3171
- "val_loss": 0.0964904350893838,
3172
- "stopped_epoch": 122,
3173
- "time_s": 3.399538333003875
3174
  },
3175
  {
3176
  "hp": {
@@ -3185,9 +3185,9 @@
3185
  "weight_decay": 0.0001,
3186
  "use_pid_loss": true
3187
  },
3188
- "val_loss": 0.097043896147183,
3189
- "stopped_epoch": 119,
3190
- "time_s": 3.5912389159784652
3191
  },
3192
  {
3193
  "hp": {
@@ -3202,9 +3202,9 @@
3202
  "weight_decay": 0.0001,
3203
  "use_pid_loss": true
3204
  },
3205
- "val_loss": 0.09701430137668338,
3206
- "stopped_epoch": 118,
3207
- "time_s": 3.4571772500057705
3208
  },
3209
  {
3210
  "hp": {
@@ -3219,9 +3219,9 @@
3219
  "weight_decay": 0.0001,
3220
  "use_pid_loss": true
3221
  },
3222
- "val_loss": 0.09510547987052373,
3223
- "stopped_epoch": 110,
3224
- "time_s": 3.055902167048771
3225
  },
3226
  {
3227
  "hp": {
@@ -3236,9 +3236,9 @@
3236
  "weight_decay": 0.0001,
3237
  "use_pid_loss": true
3238
  },
3239
- "val_loss": 0.09539948744433267,
3240
- "stopped_epoch": 107,
3241
- "time_s": 3.154068667034153
3242
  },
3243
  {
3244
  "hp": {
@@ -3253,9 +3253,9 @@
3253
  "weight_decay": 0.0001,
3254
  "use_pid_loss": true
3255
  },
3256
- "val_loss": 0.0954176596232823,
3257
- "stopped_epoch": 125,
3258
- "time_s": 3.7209182499791496
3259
  },
3260
  {
3261
  "hp": {
@@ -3270,9 +3270,9 @@
3270
  "weight_decay": 0.0001,
3271
  "use_pid_loss": true
3272
  },
3273
- "val_loss": 0.09572700772966658,
3274
- "stopped_epoch": 109,
3275
- "time_s": 3.0095651249866933
3276
  },
3277
  {
3278
  "hp": {
@@ -3287,9 +3287,9 @@
3287
  "weight_decay": 0.0001,
3288
  "use_pid_loss": true
3289
  },
3290
- "val_loss": 0.09591683851821083,
3291
- "stopped_epoch": 112,
3292
- "time_s": 3.334256375033874
3293
  },
3294
  {
3295
  "hp": {
@@ -3304,9 +3304,9 @@
3304
  "weight_decay": 0.0001,
3305
  "use_pid_loss": true
3306
  },
3307
- "val_loss": 0.09544051885604858,
3308
- "stopped_epoch": 119,
3309
- "time_s": 3.53770137502579
3310
  },
3311
  {
3312
  "hp": {
@@ -3321,9 +3321,9 @@
3321
  "weight_decay": 0.0001,
3322
  "use_pid_loss": true
3323
  },
3324
- "val_loss": 0.09728885910340718,
3325
- "stopped_epoch": 106,
3326
- "time_s": 2.954393957974389
3327
  },
3328
  {
3329
  "hp": {
@@ -3338,9 +3338,9 @@
3338
  "weight_decay": 0.0001,
3339
  "use_pid_loss": true
3340
  },
3341
- "val_loss": 0.09697534548384802,
3342
- "stopped_epoch": 118,
3343
- "time_s": 3.556810249981936
3344
  },
3345
  {
3346
  "hp": {
@@ -3355,9 +3355,9 @@
3355
  "weight_decay": 0.0001,
3356
  "use_pid_loss": true
3357
  },
3358
- "val_loss": 0.09698335549661091,
3359
- "stopped_epoch": 118,
3360
- "time_s": 3.6637545410194434
3361
  },
3362
  {
3363
  "hp": {
@@ -3372,9 +3372,9 @@
3372
  "weight_decay": 0.0001,
3373
  "use_pid_loss": true
3374
  },
3375
- "val_loss": 0.09585949033498764,
3376
- "stopped_epoch": 102,
3377
- "time_s": 2.8393854999449104
3378
  },
3379
  {
3380
  "hp": {
@@ -3389,9 +3389,9 @@
3389
  "weight_decay": 0.0001,
3390
  "use_pid_loss": true
3391
  },
3392
- "val_loss": 0.09526043981313706,
3393
- "stopped_epoch": 124,
3394
- "time_s": 3.637470916029997
3395
  },
3396
  {
3397
  "hp": {
@@ -3406,9 +3406,9 @@
3406
  "weight_decay": 0.0001,
3407
  "use_pid_loss": true
3408
  },
3409
- "val_loss": 0.09530373939446041,
3410
- "stopped_epoch": 104,
3411
- "time_s": 3.1018359580193646
3412
  },
3413
  {
3414
  "hp": {
@@ -3423,9 +3423,9 @@
3423
  "weight_decay": 0.0001,
3424
  "use_pid_loss": true
3425
  },
3426
- "val_loss": 0.09646707368748529,
3427
- "stopped_epoch": 112,
3428
- "time_s": 3.0598980000359006
3429
  },
3430
  {
3431
  "hp": {
@@ -3440,9 +3440,9 @@
3440
  "weight_decay": 0.0001,
3441
  "use_pid_loss": true
3442
  },
3443
- "val_loss": 0.0959351590701512,
3444
- "stopped_epoch": 126,
3445
- "time_s": 3.7546717079821974
3446
  },
3447
  {
3448
  "hp": {
@@ -3457,9 +3457,9 @@
3457
  "weight_decay": 0.0001,
3458
  "use_pid_loss": true
3459
  },
3460
- "val_loss": 0.0960345161812646,
3461
- "stopped_epoch": 117,
3462
- "time_s": 3.45209249999607
3463
  },
3464
  {
3465
  "hp": {
@@ -3474,9 +3474,9 @@
3474
  "weight_decay": 0.0001,
3475
  "use_pid_loss": true
3476
  },
3477
- "val_loss": 0.09661038092204503,
3478
  "stopped_epoch": 107,
3479
- "time_s": 3.0192559999995865
3480
  },
3481
  {
3482
  "hp": {
@@ -3491,9 +3491,9 @@
3491
  "weight_decay": 0.0001,
3492
  "use_pid_loss": true
3493
  },
3494
- "val_loss": 0.09694661604506628,
3495
- "stopped_epoch": 102,
3496
- "time_s": 2.9941809590090998
3497
  },
3498
  {
3499
  "hp": {
@@ -3508,9 +3508,9 @@
3508
  "weight_decay": 0.0001,
3509
  "use_pid_loss": true
3510
  },
3511
- "val_loss": 0.09734116324356624,
3512
- "stopped_epoch": 107,
3513
- "time_s": 3.3183175000012852
3514
  }
3515
  ]
3516
  }
 
12
  "weight_decay": 0.0001,
13
  "use_pid_loss": true
14
  },
15
+ "val_loss": 0.1412780054977962,
16
+ "stopped_epoch": 102,
17
+ "time_s": 2.2823432089644484
18
  },
19
  {
20
  "hp": {
 
28
  "weight_decay": 0.0001,
29
  "use_pid_loss": true
30
  },
31
+ "val_loss": 0.14025280901363918,
32
+ "stopped_epoch": 102,
33
+ "time_s": 2.446772124967538
34
  },
35
  {
36
  "hp": {
 
44
  "weight_decay": 0.0001,
45
  "use_pid_loss": true
46
  },
47
+ "val_loss": 0.1402812910931451,
48
+ "stopped_epoch": 106,
49
+ "time_s": 2.6147026670514606
50
  },
51
  {
52
  "hp": {
 
60
  "weight_decay": 0.0001,
61
  "use_pid_loss": true
62
  },
63
+ "val_loss": 0.14484212696552276,
64
+ "stopped_epoch": 102,
65
+ "time_s": 2.406668665993493
66
  },
67
  {
68
  "hp": {
 
76
  "weight_decay": 0.0001,
77
  "use_pid_loss": true
78
  },
79
+ "val_loss": 0.14479999925409046,
80
+ "stopped_epoch": 102,
81
+ "time_s": 2.5832620420260355
82
  },
83
  {
84
  "hp": {
 
92
  "weight_decay": 0.0001,
93
  "use_pid_loss": true
94
  },
95
+ "val_loss": 0.14422188230923244,
96
+ "stopped_epoch": 103,
97
+ "time_s": 2.455607665993739
98
  },
99
  {
100
  "hp": {
 
108
  "weight_decay": 0.0001,
109
  "use_pid_loss": true
110
  },
111
+ "val_loss": 0.149629145860672,
112
+ "stopped_epoch": 103,
113
+ "time_s": 2.29659437504597
114
  },
115
  {
116
  "hp": {
 
124
  "weight_decay": 0.0001,
125
  "use_pid_loss": true
126
  },
127
+ "val_loss": 0.1500521127666746,
128
+ "stopped_epoch": 103,
129
+ "time_s": 2.4895215409924276
130
  },
131
  {
132
  "hp": {
 
140
  "weight_decay": 0.0001,
141
  "use_pid_loss": true
142
  },
143
+ "val_loss": 0.14920042880943843,
144
  "stopped_epoch": 103,
145
+ "time_s": 2.465738374972716
146
  },
147
  {
148
  "hp": {
 
156
  "weight_decay": 0.0001,
157
  "use_pid_loss": true
158
  },
159
+ "val_loss": 0.14050324261188507,
160
  "stopped_epoch": 103,
161
+ "time_s": 2.4421695000492036
162
  },
163
  {
164
  "hp": {
 
172
  "weight_decay": 0.0001,
173
  "use_pid_loss": true
174
  },
175
+ "val_loss": 0.1408141953604562,
176
+ "stopped_epoch": 105,
177
+ "time_s": 2.4971912499750033
178
  },
179
  {
180
  "hp": {
 
188
  "weight_decay": 0.0001,
189
  "use_pid_loss": true
190
  },
191
+ "val_loss": 0.13970347728048052,
192
+ "stopped_epoch": 105,
193
+ "time_s": 2.518579999974463
194
  },
195
  {
196
  "hp": {
 
204
  "weight_decay": 0.0001,
205
  "use_pid_loss": true
206
  },
207
+ "val_loss": 0.14487379959651403,
208
  "stopped_epoch": 103,
209
+ "time_s": 2.321151667041704
210
  },
211
  {
212
  "hp": {
 
220
  "weight_decay": 0.0001,
221
  "use_pid_loss": true
222
  },
223
+ "val_loss": 0.14363242132323129,
224
  "stopped_epoch": 103,
225
+ "time_s": 2.447298084036447
226
  },
227
  {
228
  "hp": {
 
236
  "weight_decay": 0.0001,
237
  "use_pid_loss": true
238
  },
239
+ "val_loss": 0.14459853768348693,
240
+ "stopped_epoch": 108,
241
+ "time_s": 2.596123166033067
242
  },
243
  {
244
  "hp": {
 
252
  "weight_decay": 0.0001,
253
  "use_pid_loss": true
254
  },
255
+ "val_loss": 0.1496302511010851,
256
+ "stopped_epoch": 102,
257
+ "time_s": 2.33160679100547
258
  },
259
  {
260
  "hp": {
 
268
  "weight_decay": 0.0001,
269
  "use_pid_loss": true
270
  },
271
+ "val_loss": 0.14976574054786138,
272
+ "stopped_epoch": 105,
273
+ "time_s": 2.5321986250346527
274
  },
275
  {
276
  "hp": {
 
284
  "weight_decay": 0.0001,
285
  "use_pid_loss": true
286
  },
287
+ "val_loss": 0.14926576444080897,
288
+ "stopped_epoch": 102,
289
+ "time_s": 2.4130952500272542
290
  },
291
  {
292
  "hp": {
 
300
  "weight_decay": 0.0001,
301
  "use_pid_loss": true
302
  },
303
+ "val_loss": 0.14142268300056457,
304
  "stopped_epoch": 105,
305
+ "time_s": 2.331509208015632
306
  },
307
  {
308
  "hp": {
 
316
  "weight_decay": 0.0001,
317
  "use_pid_loss": true
318
  },
319
+ "val_loss": 0.14205249675682613,
320
+ "stopped_epoch": 106,
321
+ "time_s": 2.5884526249719784
322
  },
323
  {
324
  "hp": {
 
332
  "weight_decay": 0.0001,
333
  "use_pid_loss": true
334
  },
335
+ "val_loss": 0.1408754025186811,
336
+ "stopped_epoch": 113,
337
+ "time_s": 2.656674625002779
338
  },
339
  {
340
  "hp": {
 
348
  "weight_decay": 0.0001,
349
  "use_pid_loss": true
350
  },
351
+ "val_loss": 0.14536960465567453,
352
  "stopped_epoch": 103,
353
+ "time_s": 2.3995297500514425
354
  },
355
  {
356
  "hp": {
 
364
  "weight_decay": 0.0001,
365
  "use_pid_loss": true
366
  },
367
+ "val_loss": 0.1440161739076887,
368
+ "stopped_epoch": 109,
369
+ "time_s": 2.5958307500113733
370
  },
371
  {
372
  "hp": {
 
380
  "weight_decay": 0.0001,
381
  "use_pid_loss": true
382
  },
383
+ "val_loss": 0.14383108275277273,
384
+ "stopped_epoch": 111,
385
+ "time_s": 2.646355875011068
386
  },
387
  {
388
  "hp": {
 
396
  "weight_decay": 0.0001,
397
  "use_pid_loss": true
398
  },
399
+ "val_loss": 0.15006617520536694,
400
+ "stopped_epoch": 103,
401
+ "time_s": 2.329270916990936
402
  },
403
  {
404
  "hp": {
 
412
  "weight_decay": 0.0001,
413
  "use_pid_loss": true
414
  },
415
+ "val_loss": 0.15096656509808132,
416
+ "stopped_epoch": 111,
417
+ "time_s": 2.646766999969259
418
  },
419
  {
420
  "hp": {
 
428
  "weight_decay": 0.0001,
429
  "use_pid_loss": true
430
  },
431
+ "val_loss": 0.15120416794504438,
432
+ "stopped_epoch": 121,
433
+ "time_s": 2.973460500012152
434
  },
435
  {
436
  "hp": {
 
444
  "weight_decay": 0.0001,
445
  "use_pid_loss": true
446
  },
447
+ "val_loss": 0.14127155372074673,
448
  "stopped_epoch": 101,
449
+ "time_s": 2.426495708001312
450
  },
451
  {
452
  "hp": {
 
460
  "weight_decay": 0.0001,
461
  "use_pid_loss": true
462
  },
463
+ "val_loss": 0.14085743853024074,
464
+ "stopped_epoch": 102,
465
+ "time_s": 2.5807352919946425
466
  },
467
  {
468
  "hp": {
 
476
  "weight_decay": 0.0001,
477
  "use_pid_loss": true
478
  },
479
+ "val_loss": 0.14005865795271738,
480
  "stopped_epoch": 103,
481
+ "time_s": 2.4563135000062175
482
  },
483
  {
484
  "hp": {
 
492
  "weight_decay": 0.0001,
493
  "use_pid_loss": true
494
  },
495
+ "val_loss": 0.1441401822226388,
496
+ "stopped_epoch": 102,
497
+ "time_s": 2.312445291026961
498
  },
499
  {
500
  "hp": {
 
508
  "weight_decay": 0.0001,
509
  "use_pid_loss": true
510
  },
511
+ "val_loss": 0.14377451539039612,
512
+ "stopped_epoch": 104,
513
+ "time_s": 2.502850416000001
514
  },
515
  {
516
  "hp": {
 
524
  "weight_decay": 0.0001,
525
  "use_pid_loss": true
526
  },
527
+ "val_loss": 0.14586621182305473,
528
+ "stopped_epoch": 102,
529
+ "time_s": 2.400769667001441
530
  },
531
  {
532
  "hp": {
 
540
  "weight_decay": 0.0001,
541
  "use_pid_loss": true
542
  },
543
+ "val_loss": 0.15043706553322927,
544
+ "stopped_epoch": 104,
545
+ "time_s": 2.390847874979954
546
  },
547
  {
548
  "hp": {
 
556
  "weight_decay": 0.0001,
557
  "use_pid_loss": true
558
  },
559
+ "val_loss": 0.14890560848372322,
560
+ "stopped_epoch": 103,
561
+ "time_s": 2.459780084027443
562
  },
563
  {
564
  "hp": {
 
572
  "weight_decay": 0.0001,
573
  "use_pid_loss": true
574
  },
575
+ "val_loss": 0.14941856733390263,
576
+ "stopped_epoch": 102,
577
+ "time_s": 2.470714416995179
578
  },
579
  {
580
  "hp": {
 
588
  "weight_decay": 0.0001,
589
  "use_pid_loss": true
590
  },
591
+ "val_loss": 0.14116393753460477,
592
+ "stopped_epoch": 102,
593
+ "time_s": 2.3148524580174126
594
  },
595
  {
596
  "hp": {
 
604
  "weight_decay": 0.0001,
605
  "use_pid_loss": true
606
  },
607
+ "val_loss": 0.14166819878986903,
608
  "stopped_epoch": 102,
609
+ "time_s": 2.449293707963079
610
  },
611
  {
612
  "hp": {
 
620
  "weight_decay": 0.0001,
621
  "use_pid_loss": true
622
  },
623
+ "val_loss": 0.14166642980916158,
624
+ "stopped_epoch": 102,
625
+ "time_s": 2.5326224580057897
626
  },
627
  {
628
  "hp": {
 
636
  "weight_decay": 0.0001,
637
  "use_pid_loss": true
638
  },
639
+ "val_loss": 0.14542775665010724,
640
  "stopped_epoch": 102,
641
+ "time_s": 2.43177016597474
642
  },
643
  {
644
  "hp": {
 
652
  "weight_decay": 0.0001,
653
  "use_pid_loss": true
654
  },
655
+ "val_loss": 0.14458043447562627,
656
+ "stopped_epoch": 106,
657
+ "time_s": 2.701598791987635
658
  },
659
  {
660
  "hp": {
 
668
  "weight_decay": 0.0001,
669
  "use_pid_loss": true
670
  },
671
+ "val_loss": 0.1436433732509613,
672
  "stopped_epoch": 103,
673
+ "time_s": 2.4672909579821862
674
  },
675
  {
676
  "hp": {
 
684
  "weight_decay": 0.0001,
685
  "use_pid_loss": true
686
  },
687
+ "val_loss": 0.1497452995606831,
688
+ "stopped_epoch": 103,
689
+ "time_s": 2.3277024169801734
690
  },
691
  {
692
  "hp": {
 
700
  "weight_decay": 0.0001,
701
  "use_pid_loss": true
702
  },
703
+ "val_loss": 0.15041477169309345,
704
+ "stopped_epoch": 102,
705
+ "time_s": 2.4141772909788415
706
  },
707
  {
708
  "hp": {
 
716
  "weight_decay": 0.0001,
717
  "use_pid_loss": true
718
  },
719
+ "val_loss": 0.14984870169843947,
720
+ "stopped_epoch": 101,
721
+ "time_s": 2.4226242500008084
722
  },
723
  {
724
  "hp": {
 
732
  "weight_decay": 0.0001,
733
  "use_pid_loss": true
734
  },
735
+ "val_loss": 0.14184290298393795,
736
+ "stopped_epoch": 103,
737
+ "time_s": 2.404842332995031
738
  },
739
  {
740
  "hp": {
 
748
  "weight_decay": 0.0001,
749
  "use_pid_loss": true
750
  },
751
+ "val_loss": 0.14086200211729322,
752
  "stopped_epoch": 105,
753
+ "time_s": 2.514463166007772
754
  },
755
  {
756
  "hp": {
 
764
  "weight_decay": 0.0001,
765
  "use_pid_loss": true
766
  },
767
+ "val_loss": 0.1424066173178809,
768
+ "stopped_epoch": 106,
769
+ "time_s": 2.5365583329694346
770
  },
771
  {
772
  "hp": {
 
780
  "weight_decay": 0.0001,
781
  "use_pid_loss": true
782
  },
783
+ "val_loss": 0.14440565492425647,
784
+ "stopped_epoch": 104,
785
+ "time_s": 2.432459249976091
786
  },
787
  {
788
  "hp": {
 
796
  "weight_decay": 0.0001,
797
  "use_pid_loss": true
798
  },
799
+ "val_loss": 0.14492119593279704,
800
+ "stopped_epoch": 105,
801
+ "time_s": 2.5112241249880753
802
  },
803
  {
804
  "hp": {
 
812
  "weight_decay": 0.0001,
813
  "use_pid_loss": true
814
  },
815
+ "val_loss": 0.14576138343129838,
816
+ "stopped_epoch": 104,
817
+ "time_s": 2.557359208003618
818
  },
819
  {
820
  "hp": {
 
828
  "weight_decay": 0.0001,
829
  "use_pid_loss": true
830
  },
831
+ "val_loss": 0.1502283662557602,
832
+ "stopped_epoch": 102,
833
+ "time_s": 2.39829458395252
834
  },
835
  {
836
  "hp": {
 
844
  "weight_decay": 0.0001,
845
  "use_pid_loss": true
846
  },
847
+ "val_loss": 0.15091732570103236,
848
+ "stopped_epoch": 107,
849
+ "time_s": 2.7135392909985967
850
  },
851
  {
852
  "hp": {
 
860
  "weight_decay": 0.0001,
861
  "use_pid_loss": true
862
  },
863
+ "val_loss": 0.15037296329225813,
864
+ "stopped_epoch": 106,
865
+ "time_s": 2.5605096250073984
866
  },
867
  {
868
  "hp": {
 
876
  "weight_decay": 0.0001,
877
  "use_pid_loss": true
878
  },
879
+ "val_loss": 0.1412784618990762,
880
+ "stopped_epoch": 104,
881
+ "time_s": 2.363941208983306
882
  },
883
  {
884
  "hp": {
 
892
  "weight_decay": 0.0001,
893
  "use_pid_loss": true
894
  },
895
+ "val_loss": 0.140991034252303,
896
+ "stopped_epoch": 103,
897
+ "time_s": 2.52861895901151
898
  },
899
  {
900
  "hp": {
 
908
  "weight_decay": 0.0001,
909
  "use_pid_loss": true
910
  },
911
+ "val_loss": 0.14053260854312352,
912
+ "stopped_epoch": 102,
913
+ "time_s": 2.527554417029023
914
  },
915
  {
916
  "hp": {
 
924
  "weight_decay": 0.0001,
925
  "use_pid_loss": true
926
  },
927
+ "val_loss": 0.14440016959394728,
928
+ "stopped_epoch": 102,
929
+ "time_s": 2.4756260830326937
930
  },
931
  {
932
  "hp": {
 
940
  "weight_decay": 0.0001,
941
  "use_pid_loss": true
942
  },
943
+ "val_loss": 0.14511079447610037,
944
+ "stopped_epoch": 103,
945
+ "time_s": 2.535142833017744
946
  },
947
  {
948
  "hp": {
 
956
  "weight_decay": 0.0001,
957
  "use_pid_loss": true
958
  },
959
+ "val_loss": 0.14360427941594806,
960
+ "stopped_epoch": 103,
961
+ "time_s": 2.4809301659697667
962
  },
963
  {
964
  "hp": {
 
972
  "weight_decay": 0.0001,
973
  "use_pid_loss": true
974
  },
975
+ "val_loss": 0.1502890944480896,
976
+ "stopped_epoch": 103,
977
+ "time_s": 2.3796184579841793
978
  },
979
  {
980
  "hp": {
 
988
  "weight_decay": 0.0001,
989
  "use_pid_loss": true
990
  },
991
+ "val_loss": 0.1500300713947841,
992
+ "stopped_epoch": 103,
993
+ "time_s": 2.481589458999224
994
  },
995
  {
996
  "hp": {
 
1004
  "weight_decay": 0.0001,
1005
  "use_pid_loss": true
1006
  },
1007
+ "val_loss": 0.15001712696892874,
1008
+ "stopped_epoch": 101,
1009
+ "time_s": 2.4872512919828296
1010
  },
1011
  {
1012
  "hp": {
 
1020
  "weight_decay": 0.0001,
1021
  "use_pid_loss": true
1022
  },
1023
+ "val_loss": 0.1408751266343253,
1024
+ "stopped_epoch": 102,
1025
+ "time_s": 2.290434374997858
1026
  },
1027
  {
1028
  "hp": {
 
1036
  "weight_decay": 0.0001,
1037
  "use_pid_loss": true
1038
  },
1039
+ "val_loss": 0.14040974123137337,
1040
  "stopped_epoch": 103,
1041
+ "time_s": 2.486257500015199
1042
  },
1043
  {
1044
  "hp": {
 
1052
  "weight_decay": 0.0001,
1053
  "use_pid_loss": true
1054
  },
1055
+ "val_loss": 0.141192307642528,
1056
+ "stopped_epoch": 102,
1057
+ "time_s": 2.4594755829893984
1058
  },
1059
  {
1060
  "hp": {
 
1068
  "weight_decay": 0.0001,
1069
  "use_pid_loss": true
1070
  },
1071
+ "val_loss": 0.14608609335763115,
1072
  "stopped_epoch": 102,
1073
+ "time_s": 2.3109413749771193
1074
  },
1075
  {
1076
  "hp": {
 
1084
  "weight_decay": 0.0001,
1085
  "use_pid_loss": true
1086
  },
1087
+ "val_loss": 0.14454631975718907,
1088
  "stopped_epoch": 102,
1089
+ "time_s": 2.489406707987655
1090
  },
1091
  {
1092
  "hp": {
 
1100
  "weight_decay": 0.0001,
1101
  "use_pid_loss": true
1102
  },
1103
+ "val_loss": 0.14407176886286055,
1104
+ "stopped_epoch": 103,
1105
+ "time_s": 2.525847250013612
1106
  },
1107
  {
1108
  "hp": {
 
1116
  "weight_decay": 0.0001,
1117
  "use_pid_loss": true
1118
  },
1119
+ "val_loss": 0.14979914809976305,
1120
+ "stopped_epoch": 104,
1121
+ "time_s": 2.3715272920089774
1122
  },
1123
  {
1124
  "hp": {
 
1132
  "weight_decay": 0.0001,
1133
  "use_pid_loss": true
1134
  },
1135
+ "val_loss": 0.1479834020137787,
1136
+ "stopped_epoch": 102,
1137
+ "time_s": 2.5037087079836056
1138
  },
1139
  {
1140
  "hp": {
 
1148
  "weight_decay": 0.0001,
1149
  "use_pid_loss": true
1150
  },
1151
+ "val_loss": 0.14931803260530743,
1152
  "stopped_epoch": 102,
1153
+ "time_s": 2.4607640839531086
1154
  },
1155
  {
1156
  "hp": {
 
1164
  "weight_decay": 0.0001,
1165
  "use_pid_loss": true
1166
  },
1167
+ "val_loss": 0.1418977929013116,
1168
+ "stopped_epoch": 103,
1169
+ "time_s": 2.3751177500234917
1170
  },
1171
  {
1172
  "hp": {
 
1180
  "weight_decay": 0.0001,
1181
  "use_pid_loss": true
1182
  },
1183
+ "val_loss": 0.1416544509785516,
1184
+ "stopped_epoch": 103,
1185
+ "time_s": 2.489103084022645
1186
  },
1187
  {
1188
  "hp": {
 
1196
  "weight_decay": 0.0001,
1197
  "use_pid_loss": true
1198
  },
1199
+ "val_loss": 0.14146236947604587,
1200
+ "stopped_epoch": 103,
1201
+ "time_s": 2.5178975830203854
1202
  },
1203
  {
1204
  "hp": {
 
1212
  "weight_decay": 0.0001,
1213
  "use_pid_loss": true
1214
  },
1215
+ "val_loss": 0.14513162544795444,
1216
+ "stopped_epoch": 101,
1217
+ "time_s": 2.399734625010751
1218
  },
1219
  {
1220
  "hp": {
 
1228
  "weight_decay": 0.0001,
1229
  "use_pid_loss": true
1230
  },
1231
+ "val_loss": 0.144418893967356,
1232
+ "stopped_epoch": 102,
1233
+ "time_s": 2.6115391249768436
1234
  },
1235
  {
1236
  "hp": {
 
1244
  "weight_decay": 0.0001,
1245
  "use_pid_loss": true
1246
  },
1247
+ "val_loss": 0.14403536319732665,
1248
+ "stopped_epoch": 103,
1249
+ "time_s": 2.5808991249650717
1250
  },
1251
  {
1252
  "hp": {
 
1260
  "weight_decay": 0.0001,
1261
  "use_pid_loss": true
1262
  },
1263
+ "val_loss": 0.14997892464910234,
1264
+ "stopped_epoch": 102,
1265
+ "time_s": 2.312305625004228
1266
  },
1267
  {
1268
  "hp": {
 
1276
  "weight_decay": 0.0001,
1277
  "use_pid_loss": true
1278
  },
1279
+ "val_loss": 0.14958249202796392,
1280
+ "stopped_epoch": 102,
1281
+ "time_s": 2.481073041970376
1282
  },
1283
  {
1284
  "hp": {
 
1292
  "weight_decay": 0.0001,
1293
  "use_pid_loss": true
1294
  },
1295
+ "val_loss": 0.14998339840344022,
1296
  "stopped_epoch": 104,
1297
+ "time_s": 2.5092814590316266
1298
  },
1299
  {
1300
  "hp": {
 
1309
  "weight_decay": 0.0001,
1310
  "use_pid_loss": true
1311
  },
1312
+ "val_loss": 0.14161043720585959,
1313
+ "stopped_epoch": 102,
1314
+ "time_s": 2.867185832990799
1315
  },
1316
  {
1317
  "hp": {
 
1326
  "weight_decay": 0.0001,
1327
  "use_pid_loss": true
1328
  },
1329
+ "val_loss": 0.1415036989109857,
1330
+ "stopped_epoch": 104,
1331
+ "time_s": 3.147165500035044
1332
  },
1333
  {
1334
  "hp": {
 
1343
  "weight_decay": 0.0001,
1344
  "use_pid_loss": true
1345
  },
1346
+ "val_loss": 0.14093112434659685,
1347
+ "stopped_epoch": 106,
1348
+ "time_s": 3.2507867499953136
1349
  },
1350
  {
1351
  "hp": {
 
1360
  "weight_decay": 0.0001,
1361
  "use_pid_loss": true
1362
  },
1363
+ "val_loss": 0.14411231790270124,
1364
+ "stopped_epoch": 103,
1365
+ "time_s": 2.847235166002065
1366
  },
1367
  {
1368
  "hp": {
 
1377
  "weight_decay": 0.0001,
1378
  "use_pid_loss": true
1379
  },
1380
+ "val_loss": 0.14395291932991572,
1381
+ "stopped_epoch": 103,
1382
+ "time_s": 3.116878542001359
1383
  },
1384
  {
1385
  "hp": {
 
1394
  "weight_decay": 0.0001,
1395
  "use_pid_loss": true
1396
  },
1397
+ "val_loss": 0.14515658148697444,
1398
+ "stopped_epoch": 104,
1399
+ "time_s": 3.2232769999536686
1400
  },
1401
  {
1402
  "hp": {
 
1411
  "weight_decay": 0.0001,
1412
  "use_pid_loss": true
1413
  },
1414
+ "val_loss": 0.15050616349492754,
1415
+ "stopped_epoch": 104,
1416
+ "time_s": 3.066120041999966
1417
  },
1418
  {
1419
  "hp": {
 
1428
  "weight_decay": 0.0001,
1429
  "use_pid_loss": true
1430
  },
1431
+ "val_loss": 0.150388850910323,
1432
+ "stopped_epoch": 103,
1433
+ "time_s": 3.0744427920435555
1434
  },
1435
  {
1436
  "hp": {
 
1445
  "weight_decay": 0.0001,
1446
  "use_pid_loss": true
1447
  },
1448
+ "val_loss": 0.1500348265681948,
1449
+ "stopped_epoch": 102,
1450
+ "time_s": 3.0407919580466114
1451
  },
1452
  {
1453
  "hp": {
 
1462
  "weight_decay": 0.0001,
1463
  "use_pid_loss": true
1464
  },
1465
+ "val_loss": 0.1406747009072985,
1466
+ "stopped_epoch": 102,
1467
+ "time_s": 2.8464233750128187
1468
  },
1469
  {
1470
  "hp": {
 
1479
  "weight_decay": 0.0001,
1480
  "use_pid_loss": true
1481
  },
1482
+ "val_loss": 0.14125442590032306,
1483
+ "stopped_epoch": 101,
1484
+ "time_s": 3.0725400000228547
1485
  },
1486
  {
1487
  "hp": {
 
1496
  "weight_decay": 0.0001,
1497
  "use_pid_loss": true
1498
  },
1499
+ "val_loss": 0.14028436626706806,
1500
  "stopped_epoch": 102,
1501
+ "time_s": 3.0246592499897815
1502
  },
1503
  {
1504
  "hp": {
 
1513
  "weight_decay": 0.0001,
1514
  "use_pid_loss": true
1515
  },
1516
+ "val_loss": 0.14507741587502615,
1517
  "stopped_epoch": 102,
1518
+ "time_s": 2.8847229999955744
1519
  },
1520
  {
1521
  "hp": {
 
1530
  "weight_decay": 0.0001,
1531
  "use_pid_loss": true
1532
  },
1533
+ "val_loss": 0.14455915859767368,
1534
+ "stopped_epoch": 102,
1535
+ "time_s": 3.0700549589819275
1536
  },
1537
  {
1538
  "hp": {
 
1547
  "weight_decay": 0.0001,
1548
  "use_pid_loss": true
1549
  },
1550
+ "val_loss": 0.14419006449835642,
1551
+ "stopped_epoch": 104,
1552
+ "time_s": 3.1369637500029057
1553
  },
1554
  {
1555
  "hp": {
 
1564
  "weight_decay": 0.0001,
1565
  "use_pid_loss": true
1566
  },
1567
+ "val_loss": 0.14883354433945248,
1568
+ "stopped_epoch": 102,
1569
+ "time_s": 2.9967079579946585
1570
  },
1571
  {
1572
  "hp": {
 
1581
  "weight_decay": 0.0001,
1582
  "use_pid_loss": true
1583
  },
1584
+ "val_loss": 0.15080689021519253,
1585
+ "stopped_epoch": 104,
1586
+ "time_s": 3.241245540964883
1587
  },
1588
  {
1589
  "hp": {
 
1598
  "weight_decay": 0.0001,
1599
  "use_pid_loss": true
1600
  },
1601
+ "val_loss": 0.1500242007630212,
1602
+ "stopped_epoch": 105,
1603
+ "time_s": 3.145387666008901
1604
  },
1605
  {
1606
  "hp": {
 
1615
  "weight_decay": 0.0001,
1616
  "use_pid_loss": true
1617
  },
1618
+ "val_loss": 0.14144988911492484,
1619
+ "stopped_epoch": 104,
1620
+ "time_s": 2.9107684579794295
1621
  },
1622
  {
1623
  "hp": {
 
1632
  "weight_decay": 0.0001,
1633
  "use_pid_loss": true
1634
  },
1635
+ "val_loss": 0.14148323535919188,
1636
+ "stopped_epoch": 104,
1637
+ "time_s": 3.091632416995708
1638
  },
1639
  {
1640
  "hp": {
 
1649
  "weight_decay": 0.0001,
1650
  "use_pid_loss": true
1651
  },
1652
+ "val_loss": 0.14071685586656843,
1653
  "stopped_epoch": 103,
1654
+ "time_s": 3.133777624985669
1655
  },
1656
  {
1657
  "hp": {
 
1666
  "weight_decay": 0.0001,
1667
  "use_pid_loss": true
1668
  },
1669
+ "val_loss": 0.14433186394827707,
1670
+ "stopped_epoch": 101,
1671
+ "time_s": 2.824687666958198
1672
  },
1673
  {
1674
  "hp": {
 
1683
  "weight_decay": 0.0001,
1684
  "use_pid_loss": true
1685
  },
1686
+ "val_loss": 0.14322449266910553,
1687
+ "stopped_epoch": 104,
1688
+ "time_s": 3.1341044590226375
1689
  },
1690
  {
1691
  "hp": {
 
1700
  "weight_decay": 0.0001,
1701
  "use_pid_loss": true
1702
  },
1703
+ "val_loss": 0.14505562271390643,
1704
+ "stopped_epoch": 108,
1705
+ "time_s": 3.2146192910149693
1706
  },
1707
  {
1708
  "hp": {
 
1717
  "weight_decay": 0.0001,
1718
  "use_pid_loss": true
1719
  },
1720
+ "val_loss": 0.1495748920100076,
1721
+ "stopped_epoch": 102,
1722
+ "time_s": 2.9361837080214173
1723
  },
1724
  {
1725
  "hp": {
 
1734
  "weight_decay": 0.0001,
1735
  "use_pid_loss": true
1736
  },
1737
+ "val_loss": 0.15001991050583977,
1738
+ "stopped_epoch": 106,
1739
+ "time_s": 3.290213333966676
1740
  },
1741
  {
1742
  "hp": {
 
1751
  "weight_decay": 0.0001,
1752
  "use_pid_loss": true
1753
  },
1754
+ "val_loss": 0.1494640507868358,
1755
+ "stopped_epoch": 105,
1756
+ "time_s": 3.2314204999711365
1757
  }
1758
  ],
1759
  "router_b": [
 
1769
  "weight_decay": 0.0001,
1770
  "use_pid_loss": true
1771
  },
1772
+ "val_loss": 0.09209244613136564,
1773
+ "stopped_epoch": 113,
1774
+ "time_s": 2.5252595000201836
1775
  },
1776
  {
1777
  "hp": {
 
1785
  "weight_decay": 0.0001,
1786
  "use_pid_loss": true
1787
  },
1788
+ "val_loss": 0.09211841693946293,
1789
+ "stopped_epoch": 114,
1790
+ "time_s": 2.6768082919879816
1791
  },
1792
  {
1793
  "hp": {
 
1801
  "weight_decay": 0.0001,
1802
  "use_pid_loss": true
1803
  },
1804
+ "val_loss": 0.09213027464491981,
1805
+ "stopped_epoch": 119,
1806
+ "time_s": 2.914094040985219
1807
  },
1808
  {
1809
  "hp": {
 
1817
  "weight_decay": 0.0001,
1818
  "use_pid_loss": true
1819
  },
1820
+ "val_loss": 0.09286816141435078,
1821
+ "stopped_epoch": 112,
1822
+ "time_s": 2.476531749998685
1823
  },
1824
  {
1825
  "hp": {
 
1833
  "weight_decay": 0.0001,
1834
  "use_pid_loss": true
1835
  },
1836
+ "val_loss": 0.09285226570708412,
1837
+ "stopped_epoch": 102,
1838
+ "time_s": 2.458346707979217
1839
  },
1840
  {
1841
  "hp": {
 
1849
  "weight_decay": 0.0001,
1850
  "use_pid_loss": true
1851
  },
1852
+ "val_loss": 0.09304859680788857,
1853
+ "stopped_epoch": 120,
1854
+ "time_s": 2.8671946249669418
1855
  },
1856
  {
1857
  "hp": {
 
1865
  "weight_decay": 0.0001,
1866
  "use_pid_loss": true
1867
  },
1868
+ "val_loss": 0.09333332968609674,
1869
+ "stopped_epoch": 108,
1870
+ "time_s": 2.3928364159655757
1871
  },
1872
  {
1873
  "hp": {
 
1881
  "weight_decay": 0.0001,
1882
  "use_pid_loss": true
1883
  },
1884
+ "val_loss": 0.0939752425466265,
1885
+ "stopped_epoch": 114,
1886
+ "time_s": 2.8568330419948325
1887
  },
1888
  {
1889
  "hp": {
 
1897
  "weight_decay": 0.0001,
1898
  "use_pid_loss": true
1899
  },
1900
+ "val_loss": 0.09371061878544944,
1901
+ "stopped_epoch": 118,
1902
+ "time_s": 2.9502764999633655
1903
  },
1904
  {
1905
  "hp": {
 
1913
  "weight_decay": 0.0001,
1914
  "use_pid_loss": true
1915
  },
1916
+ "val_loss": 0.09214985838958195,
1917
+ "stopped_epoch": 114,
1918
+ "time_s": 2.6348683329997584
1919
  },
1920
  {
1921
  "hp": {
 
1929
  "weight_decay": 0.0001,
1930
  "use_pid_loss": true
1931
  },
1932
+ "val_loss": 0.0920129690851484,
1933
+ "stopped_epoch": 116,
1934
+ "time_s": 2.730001292016823
1935
  },
1936
  {
1937
  "hp": {
 
1945
  "weight_decay": 0.0001,
1946
  "use_pid_loss": true
1947
  },
1948
+ "val_loss": 0.09214309964861189,
1949
+ "stopped_epoch": 113,
1950
+ "time_s": 2.707620124972891
1951
  },
1952
  {
1953
  "hp": {
 
1961
  "weight_decay": 0.0001,
1962
  "use_pid_loss": true
1963
  },
1964
+ "val_loss": 0.09261817953416279,
1965
+ "stopped_epoch": 107,
1966
+ "time_s": 2.3720577089698054
1967
  },
1968
  {
1969
  "hp": {
 
1977
  "weight_decay": 0.0001,
1978
  "use_pid_loss": true
1979
  },
1980
+ "val_loss": 0.09252161660364695,
1981
+ "stopped_epoch": 116,
1982
+ "time_s": 2.7654933750163764
1983
  },
1984
  {
1985
  "hp": {
 
1993
  "weight_decay": 0.0001,
1994
  "use_pid_loss": true
1995
  },
1996
+ "val_loss": 0.09299289541585105,
1997
+ "stopped_epoch": 128,
1998
+ "time_s": 3.0800999999628402
1999
  },
2000
  {
2001
  "hp": {
 
2009
  "weight_decay": 0.0001,
2010
  "use_pid_loss": true
2011
  },
2012
+ "val_loss": 0.09374803389821734,
2013
+ "stopped_epoch": 106,
2014
+ "time_s": 2.338929916964844
2015
  },
2016
  {
2017
  "hp": {
 
2025
  "weight_decay": 0.0001,
2026
  "use_pid_loss": true
2027
  },
2028
+ "val_loss": 0.093545329783644,
2029
+ "stopped_epoch": 115,
2030
+ "time_s": 2.7447905000299215
2031
  },
2032
  {
2033
  "hp": {
 
2041
  "weight_decay": 0.0001,
2042
  "use_pid_loss": true
2043
  },
2044
+ "val_loss": 0.09377959306750978,
2045
+ "stopped_epoch": 115,
2046
+ "time_s": 2.76178300002357
2047
  },
2048
  {
2049
  "hp": {
 
2057
  "weight_decay": 0.0001,
2058
  "use_pid_loss": true
2059
  },
2060
+ "val_loss": 0.09265388271638325,
2061
+ "stopped_epoch": 114,
2062
+ "time_s": 2.5846310409833677
2063
  },
2064
  {
2065
  "hp": {
 
2073
  "weight_decay": 0.0001,
2074
  "use_pid_loss": true
2075
  },
2076
+ "val_loss": 0.09239280692168644,
2077
+ "stopped_epoch": 103,
2078
+ "time_s": 2.5517697500181384
2079
  },
2080
  {
2081
  "hp": {
 
2089
  "weight_decay": 0.0001,
2090
  "use_pid_loss": true
2091
  },
2092
+ "val_loss": 0.0923317945429257,
2093
+ "stopped_epoch": 108,
2094
+ "time_s": 2.7596657919930294
2095
  },
2096
  {
2097
  "hp": {
 
2105
  "weight_decay": 0.0001,
2106
  "use_pid_loss": true
2107
  },
2108
+ "val_loss": 0.09260372817516327,
2109
+ "stopped_epoch": 112,
2110
+ "time_s": 2.476135000004433
2111
  },
2112
  {
2113
  "hp": {
 
2121
  "weight_decay": 0.0001,
2122
  "use_pid_loss": true
2123
  },
2124
+ "val_loss": 0.09309202964816775,
2125
+ "stopped_epoch": 102,
2126
+ "time_s": 2.3901781660388224
2127
  },
2128
  {
2129
  "hp": {
 
2137
  "weight_decay": 0.0001,
2138
  "use_pid_loss": true
2139
  },
2140
+ "val_loss": 0.09330845773220062,
2141
+ "stopped_epoch": 115,
2142
+ "time_s": 2.7379860839573666
2143
  },
2144
  {
2145
  "hp": {
 
2153
  "weight_decay": 0.0001,
2154
  "use_pid_loss": true
2155
  },
2156
+ "val_loss": 0.09348891845771244,
2157
+ "stopped_epoch": 128,
2158
+ "time_s": 2.8254603749956004
2159
  },
2160
  {
2161
  "hp": {
 
2169
  "weight_decay": 0.0001,
2170
  "use_pid_loss": true
2171
  },
2172
+ "val_loss": 0.09377338290214539,
2173
+ "stopped_epoch": 112,
2174
+ "time_s": 2.779488583037164
2175
  },
2176
  {
2177
  "hp": {
 
2185
  "weight_decay": 0.0001,
2186
  "use_pid_loss": true
2187
  },
2188
+ "val_loss": 0.0938981552209173,
2189
+ "stopped_epoch": 105,
2190
+ "time_s": 2.504241666989401
2191
  },
2192
  {
2193
  "hp": {
 
2201
  "weight_decay": 0.0001,
2202
  "use_pid_loss": true
2203
  },
2204
+ "val_loss": 0.09202216565608978,
2205
+ "stopped_epoch": 115,
2206
+ "time_s": 2.606391709006857
2207
  },
2208
  {
2209
  "hp": {
 
2217
  "weight_decay": 0.0001,
2218
  "use_pid_loss": true
2219
  },
2220
+ "val_loss": 0.09172222060816629,
2221
+ "stopped_epoch": 119,
2222
+ "time_s": 2.8146773749613203
2223
  },
2224
  {
2225
  "hp": {
 
2233
  "weight_decay": 0.0001,
2234
  "use_pid_loss": true
2235
  },
2236
+ "val_loss": 0.09232529359204429,
2237
+ "stopped_epoch": 116,
2238
+ "time_s": 2.8212422499782406
2239
  },
2240
  {
2241
  "hp": {
 
2249
  "weight_decay": 0.0001,
2250
  "use_pid_loss": true
2251
  },
2252
+ "val_loss": 0.09289928036076682,
2253
+ "stopped_epoch": 105,
2254
+ "time_s": 2.4933050419786014
2255
  },
2256
  {
2257
  "hp": {
 
2265
  "weight_decay": 0.0001,
2266
  "use_pid_loss": true
2267
  },
2268
+ "val_loss": 0.09295937887259892,
2269
+ "stopped_epoch": 105,
2270
+ "time_s": 2.6723115000058897
2271
  },
2272
  {
2273
  "hp": {
 
2281
  "weight_decay": 0.0001,
2282
  "use_pid_loss": true
2283
  },
2284
+ "val_loss": 0.09288401135376521,
2285
+ "stopped_epoch": 116,
2286
+ "time_s": 2.8104710829793476
2287
  },
2288
  {
2289
  "hp": {
 
2297
  "weight_decay": 0.0001,
2298
  "use_pid_loss": true
2299
  },
2300
+ "val_loss": 0.09357507314000811,
2301
+ "stopped_epoch": 106,
2302
+ "time_s": 2.355199832993094
2303
  },
2304
  {
2305
  "hp": {
 
2313
  "weight_decay": 0.0001,
2314
  "use_pid_loss": true
2315
  },
2316
+ "val_loss": 0.09409769943782262,
2317
+ "stopped_epoch": 111,
2318
+ "time_s": 2.6364297079853714
2319
  },
2320
  {
2321
  "hp": {
 
2329
  "weight_decay": 0.0001,
2330
  "use_pid_loss": true
2331
  },
2332
+ "val_loss": 0.0935327097773552,
2333
+ "stopped_epoch": 118,
2334
+ "time_s": 2.794616999977734
2335
  },
2336
  {
2337
  "hp": {
 
2345
  "weight_decay": 0.0001,
2346
  "use_pid_loss": true
2347
  },
2348
+ "val_loss": 0.09236066681998116,
2349
+ "stopped_epoch": 115,
2350
+ "time_s": 2.642833874968346
2351
  },
2352
  {
2353
  "hp": {
 
2361
  "weight_decay": 0.0001,
2362
  "use_pid_loss": true
2363
  },
2364
+ "val_loss": 0.0924511485866138,
2365
+ "stopped_epoch": 128,
2366
+ "time_s": 3.0454571250011213
2367
  },
2368
  {
2369
  "hp": {
 
2377
  "weight_decay": 0.0001,
2378
  "use_pid_loss": true
2379
  },
2380
+ "val_loss": 0.09243602795260293,
2381
+ "stopped_epoch": 119,
2382
+ "time_s": 2.89102208300028
2383
  },
2384
  {
2385
  "hp": {
 
2393
  "weight_decay": 0.0001,
2394
  "use_pid_loss": true
2395
  },
2396
+ "val_loss": 0.09329191893339157,
2397
+ "stopped_epoch": 120,
2398
+ "time_s": 2.700952084036544
2399
  },
2400
  {
2401
  "hp": {
 
2409
  "weight_decay": 0.0001,
2410
  "use_pid_loss": true
2411
  },
2412
+ "val_loss": 0.09286595838410514,
2413
+ "stopped_epoch": 121,
2414
+ "time_s": 2.938177749980241
2415
  },
2416
  {
2417
  "hp": {
 
2425
  "weight_decay": 0.0001,
2426
  "use_pid_loss": true
2427
  },
2428
+ "val_loss": 0.09260605871677399,
2429
+ "stopped_epoch": 115,
2430
+ "time_s": 2.849908542004414
2431
  },
2432
  {
2433
  "hp": {
 
2441
  "weight_decay": 0.0001,
2442
  "use_pid_loss": true
2443
  },
2444
+ "val_loss": 0.0938538568360465,
2445
  "stopped_epoch": 107,
2446
+ "time_s": 2.5269362919498235
2447
  },
2448
  {
2449
  "hp": {
 
2457
  "weight_decay": 0.0001,
2458
  "use_pid_loss": true
2459
  },
2460
+ "val_loss": 0.09366927934544426,
2461
+ "stopped_epoch": 109,
2462
+ "time_s": 2.613278042001184
2463
  },
2464
  {
2465
  "hp": {
 
2473
  "weight_decay": 0.0001,
2474
  "use_pid_loss": true
2475
  },
2476
+ "val_loss": 0.09361462954963956,
2477
+ "stopped_epoch": 116,
2478
+ "time_s": 2.783332084014546
2479
  },
2480
  {
2481
  "hp": {
 
2489
  "weight_decay": 0.0001,
2490
  "use_pid_loss": true
2491
  },
2492
+ "val_loss": 0.09205204546451569,
2493
+ "stopped_epoch": 111,
2494
+ "time_s": 2.509583582985215
2495
  },
2496
  {
2497
  "hp": {
 
2505
  "weight_decay": 0.0001,
2506
  "use_pid_loss": true
2507
  },
2508
+ "val_loss": 0.09273248421294349,
2509
+ "stopped_epoch": 124,
2510
+ "time_s": 2.9193359580240212
2511
  },
2512
  {
2513
  "hp": {
 
2521
  "weight_decay": 0.0001,
2522
  "use_pid_loss": true
2523
  },
2524
+ "val_loss": 0.09237622022628784,
2525
+ "stopped_epoch": 128,
2526
+ "time_s": 3.092531041998882
2527
  },
2528
  {
2529
  "hp": {
 
2537
  "weight_decay": 0.0001,
2538
  "use_pid_loss": true
2539
  },
2540
+ "val_loss": 0.09279370137623379,
2541
+ "stopped_epoch": 110,
2542
+ "time_s": 2.491223000048194
2543
  },
2544
  {
2545
  "hp": {
 
2553
  "weight_decay": 0.0001,
2554
  "use_pid_loss": true
2555
  },
2556
+ "val_loss": 0.09283731707504818,
2557
+ "stopped_epoch": 108,
2558
+ "time_s": 2.624715333979111
2559
  },
2560
  {
2561
  "hp": {
 
2569
  "weight_decay": 0.0001,
2570
  "use_pid_loss": true
2571
  },
2572
+ "val_loss": 0.09272049878324781,
2573
+ "stopped_epoch": 109,
2574
+ "time_s": 2.6040619169943966
2575
  },
2576
  {
2577
  "hp": {
 
2585
  "weight_decay": 0.0001,
2586
  "use_pid_loss": true
2587
  },
2588
+ "val_loss": 0.09412672391959599,
2589
+ "stopped_epoch": 104,
2590
+ "time_s": 2.34726591699291
2591
  },
2592
  {
2593
  "hp": {
 
2601
  "weight_decay": 0.0001,
2602
  "use_pid_loss": true
2603
  },
2604
+ "val_loss": 0.0938071710722787,
2605
+ "stopped_epoch": 121,
2606
+ "time_s": 3.0209687919705175
2607
  },
2608
  {
2609
  "hp": {
 
2617
  "weight_decay": 0.0001,
2618
  "use_pid_loss": true
2619
  },
2620
+ "val_loss": 0.09371658776487624,
2621
+ "stopped_epoch": 112,
2622
+ "time_s": 2.7952665829798207
2623
  },
2624
  {
2625
  "hp": {
 
2633
  "weight_decay": 0.0001,
2634
  "use_pid_loss": true
2635
  },
2636
+ "val_loss": 0.09185931256839207,
2637
+ "stopped_epoch": 121,
2638
+ "time_s": 2.7435770419542678
2639
  },
2640
  {
2641
  "hp": {
 
2649
  "weight_decay": 0.0001,
2650
  "use_pid_loss": true
2651
  },
2652
+ "val_loss": 0.09201910431895938,
2653
+ "stopped_epoch": 111,
2654
+ "time_s": 2.6299454160034657
2655
  },
2656
  {
2657
  "hp": {
 
2665
  "weight_decay": 0.0001,
2666
  "use_pid_loss": true
2667
  },
2668
+ "val_loss": 0.09219944136483328,
2669
+ "stopped_epoch": 109,
2670
+ "time_s": 2.627545082999859
2671
  },
2672
  {
2673
  "hp": {
 
2681
  "weight_decay": 0.0001,
2682
  "use_pid_loss": true
2683
  },
2684
+ "val_loss": 0.0928285722221647,
2685
+ "stopped_epoch": 110,
2686
+ "time_s": 2.4616202500183135
2687
  },
2688
  {
2689
  "hp": {
 
2697
  "weight_decay": 0.0001,
2698
  "use_pid_loss": true
2699
  },
2700
+ "val_loss": 0.09283106944390705,
2701
+ "stopped_epoch": 123,
2702
+ "time_s": 2.995816165988799
2703
  },
2704
  {
2705
  "hp": {
 
2713
  "weight_decay": 0.0001,
2714
  "use_pid_loss": true
2715
  },
2716
+ "val_loss": 0.09285424969026021,
2717
+ "stopped_epoch": 112,
2718
+ "time_s": 2.6812566660228185
2719
  },
2720
  {
2721
  "hp": {
 
2729
  "weight_decay": 0.0001,
2730
  "use_pid_loss": true
2731
  },
2732
+ "val_loss": 0.09350309712546212,
2733
+ "stopped_epoch": 112,
2734
+ "time_s": 2.6105590419610962
2735
  },
2736
  {
2737
  "hp": {
 
2745
  "weight_decay": 0.0001,
2746
  "use_pid_loss": true
2747
  },
2748
+ "val_loss": 0.09366666035992759,
2749
+ "stopped_epoch": 112,
2750
+ "time_s": 2.7817989580216818
2751
  },
2752
  {
2753
  "hp": {
 
2761
  "weight_decay": 0.0001,
2762
  "use_pid_loss": true
2763
  },
2764
+ "val_loss": 0.0938410861151559,
2765
+ "stopped_epoch": 122,
2766
+ "time_s": 3.068227416020818
2767
  },
2768
  {
2769
  "hp": {
 
2777
  "weight_decay": 0.0001,
2778
  "use_pid_loss": true
2779
  },
2780
+ "val_loss": 0.09164325616189412,
2781
+ "stopped_epoch": 113,
2782
+ "time_s": 2.584127417008858
2783
  },
2784
  {
2785
  "hp": {
 
2793
  "weight_decay": 0.0001,
2794
  "use_pid_loss": true
2795
  },
2796
+ "val_loss": 0.09214278331824712,
2797
+ "stopped_epoch": 116,
2798
+ "time_s": 2.8153341250144877
2799
  },
2800
  {
2801
  "hp": {
 
2809
  "weight_decay": 0.0001,
2810
  "use_pid_loss": true
2811
  },
2812
+ "val_loss": 0.09167808890342713,
2813
  "stopped_epoch": 118,
2814
+ "time_s": 2.8184297920088284
2815
  },
2816
  {
2817
  "hp": {
 
2825
  "weight_decay": 0.0001,
2826
  "use_pid_loss": true
2827
  },
2828
+ "val_loss": 0.09255263996975763,
2829
+ "stopped_epoch": 106,
2830
+ "time_s": 2.3632655000546947
2831
  },
2832
  {
2833
  "hp": {
 
2841
  "weight_decay": 0.0001,
2842
  "use_pid_loss": true
2843
  },
2844
+ "val_loss": 0.09282347304480416,
2845
+ "stopped_epoch": 111,
2846
+ "time_s": 2.662206542037893
2847
  },
2848
  {
2849
  "hp": {
 
2857
  "weight_decay": 0.0001,
2858
  "use_pid_loss": true
2859
  },
2860
+ "val_loss": 0.09228124788829259,
2861
+ "stopped_epoch": 114,
2862
+ "time_s": 2.6857282919809222
2863
  },
2864
  {
2865
  "hp": {
 
2873
  "weight_decay": 0.0001,
2874
  "use_pid_loss": true
2875
  },
2876
+ "val_loss": 0.09366983047553472,
2877
+ "stopped_epoch": 106,
2878
+ "time_s": 2.3957239169976674
2879
  },
2880
  {
2881
  "hp": {
 
2889
  "weight_decay": 0.0001,
2890
  "use_pid_loss": true
2891
  },
2892
+ "val_loss": 0.0934303947857448,
2893
+ "stopped_epoch": 113,
2894
+ "time_s": 2.7322415829985403
2895
  },
2896
  {
2897
  "hp": {
 
2905
  "weight_decay": 0.0001,
2906
  "use_pid_loss": true
2907
  },
2908
+ "val_loss": 0.09326163487774985,
2909
+ "stopped_epoch": 107,
2910
+ "time_s": 2.60906516603427
2911
  },
2912
  {
2913
  "hp": {
 
2921
  "weight_decay": 0.0001,
2922
  "use_pid_loss": true
2923
  },
2924
+ "val_loss": 0.09254720721926007,
2925
  "stopped_epoch": 114,
2926
+ "time_s": 2.586110375006683
2927
  },
2928
  {
2929
  "hp": {
 
2937
  "weight_decay": 0.0001,
2938
  "use_pid_loss": true
2939
  },
2940
+ "val_loss": 0.09204052558967045,
2941
+ "stopped_epoch": 105,
2942
+ "time_s": 2.5276153329759836
2943
  },
2944
  {
2945
  "hp": {
 
2953
  "weight_decay": 0.0001,
2954
  "use_pid_loss": true
2955
  },
2956
+ "val_loss": 0.09199919658047813,
2957
+ "stopped_epoch": 111,
2958
+ "time_s": 2.7409029999980703
2959
  },
2960
  {
2961
  "hp": {
 
2969
  "weight_decay": 0.0001,
2970
  "use_pid_loss": true
2971
  },
2972
+ "val_loss": 0.0929251383457865,
2973
+ "stopped_epoch": 123,
2974
+ "time_s": 2.938623958034441
2975
  },
2976
  {
2977
  "hp": {
 
2985
  "weight_decay": 0.0001,
2986
  "use_pid_loss": true
2987
  },
2988
+ "val_loss": 0.09302541060107095,
2989
+ "stopped_epoch": 102,
2990
+ "time_s": 2.5317271249950863
2991
  },
2992
  {
2993
  "hp": {
 
3001
  "weight_decay": 0.0001,
3002
  "use_pid_loss": true
3003
  },
3004
+ "val_loss": 0.09312177492039544,
3005
+ "stopped_epoch": 106,
3006
+ "time_s": 2.5933646670309827
3007
  },
3008
  {
3009
  "hp": {
 
3017
  "weight_decay": 0.0001,
3018
  "use_pid_loss": true
3019
  },
3020
+ "val_loss": 0.09368337648255484,
3021
+ "stopped_epoch": 110,
3022
+ "time_s": 2.5029407079564407
3023
  },
3024
  {
3025
  "hp": {
 
3033
  "weight_decay": 0.0001,
3034
  "use_pid_loss": true
3035
  },
3036
+ "val_loss": 0.09371332015310015,
3037
+ "stopped_epoch": 112,
3038
+ "time_s": 2.6289322079974227
3039
  },
3040
  {
3041
  "hp": {
 
3049
  "weight_decay": 0.0001,
3050
  "use_pid_loss": true
3051
  },
3052
+ "val_loss": 0.09376933234078544,
3053
+ "stopped_epoch": 107,
3054
+ "time_s": 2.538583708985243
3055
  },
3056
  {
3057
  "hp": {
 
3066
  "weight_decay": 0.0001,
3067
  "use_pid_loss": true
3068
  },
3069
+ "val_loss": 0.09232985419886452,
3070
+ "stopped_epoch": 114,
3071
+ "time_s": 3.2226953330100514
3072
  },
3073
  {
3074
  "hp": {
 
3083
  "weight_decay": 0.0001,
3084
  "use_pid_loss": true
3085
  },
3086
+ "val_loss": 0.09207126115049635,
3087
+ "stopped_epoch": 114,
3088
+ "time_s": 3.3978827910032123
3089
  },
3090
  {
3091
  "hp": {
 
3100
  "weight_decay": 0.0001,
3101
  "use_pid_loss": true
3102
  },
3103
+ "val_loss": 0.09220337995461055,
3104
+ "stopped_epoch": 127,
3105
+ "time_s": 3.8016850409912877
3106
  },
3107
  {
3108
  "hp": {
 
3117
  "weight_decay": 0.0001,
3118
  "use_pid_loss": true
3119
  },
3120
+ "val_loss": 0.09272132175309318,
3121
+ "stopped_epoch": 113,
3122
+ "time_s": 3.1797303750063293
3123
  },
3124
  {
3125
  "hp": {
 
3134
  "weight_decay": 0.0001,
3135
  "use_pid_loss": true
3136
  },
3137
+ "val_loss": 0.09242263372455324,
3138
+ "stopped_epoch": 110,
3139
+ "time_s": 3.302527457999531
3140
  },
3141
  {
3142
  "hp": {
 
3151
  "weight_decay": 0.0001,
3152
  "use_pid_loss": true
3153
  },
3154
+ "val_loss": 0.0928031753216471,
3155
+ "stopped_epoch": 120,
3156
+ "time_s": 3.5739003340131603
3157
  },
3158
  {
3159
  "hp": {
 
3168
  "weight_decay": 0.0001,
3169
  "use_pid_loss": true
3170
  },
3171
+ "val_loss": 0.09346283291067396,
3172
+ "stopped_epoch": 110,
3173
+ "time_s": 3.034313707961701
3174
  },
3175
  {
3176
  "hp": {
 
3185
  "weight_decay": 0.0001,
3186
  "use_pid_loss": true
3187
  },
3188
+ "val_loss": 0.09351389791284288,
3189
+ "stopped_epoch": 120,
3190
+ "time_s": 3.5852330829948187
3191
  },
3192
  {
3193
  "hp": {
 
3202
  "weight_decay": 0.0001,
3203
  "use_pid_loss": true
3204
  },
3205
+ "val_loss": 0.0937250309756824,
3206
+ "stopped_epoch": 117,
3207
+ "time_s": 3.528977916983422
3208
  },
3209
  {
3210
  "hp": {
 
3219
  "weight_decay": 0.0001,
3220
  "use_pid_loss": true
3221
  },
3222
+ "val_loss": 0.0922391978757722,
3223
+ "stopped_epoch": 106,
3224
+ "time_s": 2.956186333030928
3225
  },
3226
  {
3227
  "hp": {
 
3236
  "weight_decay": 0.0001,
3237
  "use_pid_loss": true
3238
  },
3239
+ "val_loss": 0.09226043096610478,
3240
+ "stopped_epoch": 113,
3241
+ "time_s": 3.4188790419721045
3242
  },
3243
  {
3244
  "hp": {
 
3253
  "weight_decay": 0.0001,
3254
  "use_pid_loss": true
3255
  },
3256
+ "val_loss": 0.09211917987891606,
3257
+ "stopped_epoch": 121,
3258
+ "time_s": 3.5874108329880983
3259
  },
3260
  {
3261
  "hp": {
 
3270
  "weight_decay": 0.0001,
3271
  "use_pid_loss": true
3272
  },
3273
+ "val_loss": 0.09277204956327166,
3274
+ "stopped_epoch": 107,
3275
+ "time_s": 3.1413764170138165
3276
  },
3277
  {
3278
  "hp": {
 
3287
  "weight_decay": 0.0001,
3288
  "use_pid_loss": true
3289
  },
3290
+ "val_loss": 0.0926637385572706,
3291
+ "stopped_epoch": 110,
3292
+ "time_s": 3.4272663749870844
3293
  },
3294
  {
3295
  "hp": {
 
3304
  "weight_decay": 0.0001,
3305
  "use_pid_loss": true
3306
  },
3307
+ "val_loss": 0.09281100737197058,
3308
+ "stopped_epoch": 108,
3309
+ "time_s": 3.3034910410060547
3310
  },
3311
  {
3312
  "hp": {
 
3321
  "weight_decay": 0.0001,
3322
  "use_pid_loss": true
3323
  },
3324
+ "val_loss": 0.09352633782795497,
3325
+ "stopped_epoch": 108,
3326
+ "time_s": 2.966802541981451
3327
  },
3328
  {
3329
  "hp": {
 
3338
  "weight_decay": 0.0001,
3339
  "use_pid_loss": true
3340
  },
3341
+ "val_loss": 0.0932041049003601,
3342
+ "stopped_epoch": 111,
3343
+ "time_s": 3.3344656249973923
3344
  },
3345
  {
3346
  "hp": {
 
3355
  "weight_decay": 0.0001,
3356
  "use_pid_loss": true
3357
  },
3358
+ "val_loss": 0.09359630133424486,
3359
+ "stopped_epoch": 117,
3360
+ "time_s": 3.4905245829722844
3361
  },
3362
  {
3363
  "hp": {
 
3372
  "weight_decay": 0.0001,
3373
  "use_pid_loss": true
3374
  },
3375
+ "val_loss": 0.0922134165252958,
3376
+ "stopped_epoch": 110,
3377
+ "time_s": 3.102451791986823
3378
  },
3379
  {
3380
  "hp": {
 
3389
  "weight_decay": 0.0001,
3390
  "use_pid_loss": true
3391
  },
3392
+ "val_loss": 0.09240048463855471,
3393
+ "stopped_epoch": 121,
3394
+ "time_s": 3.6600946660037152
3395
  },
3396
  {
3397
  "hp": {
 
3406
  "weight_decay": 0.0001,
3407
  "use_pid_loss": true
3408
  },
3409
+ "val_loss": 0.09256105082375662,
3410
+ "stopped_epoch": 115,
3411
+ "time_s": 3.45091750001302
3412
  },
3413
  {
3414
  "hp": {
 
3423
  "weight_decay": 0.0001,
3424
  "use_pid_loss": true
3425
  },
3426
+ "val_loss": 0.09286304116249085,
3427
+ "stopped_epoch": 114,
3428
+ "time_s": 3.2115505000110716
3429
  },
3430
  {
3431
  "hp": {
 
3440
  "weight_decay": 0.0001,
3441
  "use_pid_loss": true
3442
  },
3443
+ "val_loss": 0.09283115310328348,
3444
+ "stopped_epoch": 111,
3445
+ "time_s": 3.5202340840478428
3446
  },
3447
  {
3448
  "hp": {
 
3457
  "weight_decay": 0.0001,
3458
  "use_pid_loss": true
3459
  },
3460
+ "val_loss": 0.09259351193904877,
3461
+ "stopped_epoch": 112,
3462
+ "time_s": 3.4132978330017067
3463
  },
3464
  {
3465
  "hp": {
 
3474
  "weight_decay": 0.0001,
3475
  "use_pid_loss": true
3476
  },
3477
+ "val_loss": 0.093494627731187,
3478
  "stopped_epoch": 107,
3479
+ "time_s": 2.956643957993947
3480
  },
3481
  {
3482
  "hp": {
 
3491
  "weight_decay": 0.0001,
3492
  "use_pid_loss": true
3493
  },
3494
+ "val_loss": 0.09396711758204869,
3495
+ "stopped_epoch": 107,
3496
+ "time_s": 3.2032356669660658
3497
  },
3498
  {
3499
  "hp": {
 
3508
  "weight_decay": 0.0001,
3509
  "use_pid_loss": true
3510
  },
3511
+ "val_loss": 0.09358252989394324,
3512
+ "stopped_epoch": 111,
3513
+ "time_s": 3.287741832959
3514
  }
3515
  ]
3516
  }