duplicated block id: 1
size: 72 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (732:832)
 - timm/models/efficientvit_mit.py (889:989)

duplicated block id: 2
size: 51 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (685:756)
 - timm/models/repghost.py (294:365)

duplicated block id: 3
size: 48 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (248:300)
 - timm/models/mvitv2.py (416:468)

duplicated block id: 4
size: 46 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:547)
 - timm/models/tiny_vit.py (540:607)

duplicated block id: 5
size: 41 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:357)
 - timm/models/shvit.py (340:402)

duplicated block id: 6
size: 40 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (429:489)
 - timm/models/efficientformer_v2.py (595:655)

duplicated block id: 7
size: 40 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (331:387)
 - timm/optim/nadamw.py (301:356)

duplicated block id: 8
size: 39 cleaned lines of code
in 2 files:
 - timm/layers/pos_embed_sincos.py (300:340)
 - timm/layers/pos_embed_sincos.py (396:436)

duplicated block id: 9
size: 38 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:658)
 - timm/models/repvit.py (337:394)

duplicated block id: 10
size: 37 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (232:271)
 - timm/models/ghostnet.py (513:552)

duplicated block id: 11
size: 37 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:569)
 - timm/models/inception_next.py (353:410)

duplicated block id: 12
size: 36 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (821:876)
 - timm/models/swin_transformer_v2.py (866:920)

duplicated block id: 13
size: 35 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:349)
 - timm/models/pvt_v2.py (390:444)

duplicated block id: 14
size: 35 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:444)
 - timm/models/shvit.py (340:394)

duplicated block id: 15
size: 33 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:551)
 - timm/models/inception_next.py (353:405)

duplicated block id: 16
size: 33 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:551)
 - timm/models/hgnet.py (512:564)

duplicated block id: 17
size: 32 cleaned lines of code
in 2 files:
 - timm/scheduler/cosine_lr.py (67:102)
 - timm/scheduler/poly_lr.py (63:98)

duplicated block id: 18
size: 31 cleaned lines of code
in 2 files:
 - timm/scheduler/multistep_lr.py (18:49)
 - timm/scheduler/step_lr.py (23:54)

duplicated block id: 19
size: 30 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (299:340)
 - timm/models/nasnet.py (347:388)

duplicated block id: 20
size: 27 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (198:228)
 - timm/models/inception_next.py (61:93)

duplicated block id: 21
size: 27 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (506:540)
 - timm/models/efficientformer_v2.py (669:703)

duplicated block id: 22
size: 27 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (664:697)
 - timm/models/nextvit.py (600:633)

duplicated block id: 23
size: 27 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (204:237)
 - timm/models/swiftformer.py (467:500)

duplicated block id: 24
size: 27 cleaned lines of code
in 2 files:
 - timm/models/davit.py (677:710)
 - timm/models/edgenext.py (456:489)

duplicated block id: 25
size: 27 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (139:167)
 - timm/layers/evo_norm.py (174:202)

duplicated block id: 26
size: 26 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (507:539)
 - timm/models/repvit.py (364:396)

duplicated block id: 27
size: 26 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (951:983)
 - timm/models/repvit.py (372:404)

duplicated block id: 28
size: 26 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (159:187)
 - timm/models/tiny_vit.py (193:221)

duplicated block id: 29
size: 26 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (794:826)
 - timm/models/repvit.py (372:404)

duplicated block id: 30
size: 26 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (168:195)
 - timm/models/mobilenetv5.py (422:448)

duplicated block id: 31
size: 26 cleaned lines of code
in 2 files:
 - timm/models/eva.py (259:286)
 - timm/models/eva.py (360:387)

duplicated block id: 32
size: 26 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (179:221)
 - timm/models/mobilenetv5.py (257:303)

duplicated block id: 33
size: 26 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (364:396)
 - timm/models/tiny_vit.py (567:599)

duplicated block id: 34
size: 25 cleaned lines of code
in 2 files:
 - timm/models/eva.py (749:784)
 - timm/models/vision_transformer_relpos.py (434:470)

duplicated block id: 35
size: 25 cleaned lines of code
in 2 files:
 - timm/models/davit.py (632:673)
 - timm/models/edgenext.py (414:455)

duplicated block id: 36
size: 25 cleaned lines of code
in 2 files:
 - timm/layers/norm.py (139:171)
 - timm/layers/norm.py (227:257)

duplicated block id: 37
size: 25 cleaned lines of code
in 2 files:
 - timm/layers/norm.py (139:171)
 - timm/layers/norm.py (185:217)

duplicated block id: 38
size: 25 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (406:448)
 - timm/models/fastvit.py (1236:1278)

duplicated block id: 39
size: 25 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (244:271)
 - timm/models/mobilenetv3.py (211:239)

duplicated block id: 40
size: 25 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (199:223)
 - timm/models/mvitv2.py (369:393)

duplicated block id: 41
size: 25 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (628:658)
 - timm/models/tiny_vit.py (567:597)

duplicated block id: 42
size: 25 cleaned lines of code
in 2 files:
 - timm/layers/norm.py (185:217)
 - timm/layers/norm.py (227:257)

duplicated block id: 43
size: 25 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (507:537)
 - timm/models/metaformer.py (628:658)

duplicated block id: 44
size: 24 cleaned lines of code
in 2 files:
 - timm/layers/norm.py (227:256)
 - timm/layers/norm.py (267:296)

duplicated block id: 45
size: 24 cleaned lines of code
in 2 files:
 - timm/models/dla.py (131:157)
 - timm/models/res2net.py (79:105)

duplicated block id: 46
size: 24 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1237:1278)
 - timm/models/hgnet.py (497:538)

duplicated block id: 47
size: 24 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (407:448)
 - timm/models/hgnet.py (497:538)

duplicated block id: 48
size: 24 cleaned lines of code
in 2 files:
 - timm/layers/norm.py (139:168)
 - timm/layers/norm.py (267:296)

duplicated block id: 49
size: 24 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (482:522)
 - timm/models/edgenext.py (419:458)

duplicated block id: 50
size: 24 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:678)
 - timm/models/nextvit.py (563:601)

duplicated block id: 51
size: 24 cleaned lines of code
in 2 files:
 - timm/layers/norm.py (185:214)
 - timm/layers/norm.py (267:296)

duplicated block id: 52
size: 23 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (322:351)
 - timm/models/gcvit.py (526:555)

duplicated block id: 53
size: 23 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (526:555)
 - timm/models/shvit.py (367:396)

duplicated block id: 54
size: 23 cleaned lines of code
in 2 files:
 - timm/scheduler/cosine_lr.py (34:56)
 - timm/scheduler/poly_lr.py (30:52)

duplicated block id: 55
size: 23 cleaned lines of code
in 2 files:
 - timm/models/cait.py (86:108)
 - timm/models/cait.py (174:196)

duplicated block id: 56
size: 23 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1407:1445)
 - timm/models/resnetv2.py (632:678)

duplicated block id: 57
size: 23 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (495:519)
 - timm/models/sequencer.py (27:50)

duplicated block id: 58
size: 22 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (321:342)
 - timm/models/swin_transformer_v2_cr.py (320:341)

duplicated block id: 59
size: 22 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (506:534)
 - timm/models/nextvit.py (605:633)

duplicated block id: 60
size: 22 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (315:337)
 - timm/models/swin_transformer_v2.py (323:345)

duplicated block id: 61
size: 22 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (526:553)
 - timm/models/pvt_v2.py (417:444)

duplicated block id: 62
size: 22 cleaned lines of code
in 2 files:
 - timm/optim/adopt.py (248:269)
 - timm/optim/adopt.py (335:356)

duplicated block id: 63
size: 21 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (214:234)
 - timm/optim/adafactor_bv.py (316:336)

duplicated block id: 64
size: 21 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (482:519)
 - timm/models/davit.py (637:673)

duplicated block id: 65
size: 21 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (460:508)
 - timm/models/resnetv2.py (635:678)

duplicated block id: 66
size: 21 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:521)
 - timm/models/efficientformer_v2.py (629:665)

duplicated block id: 67
size: 21 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (406:430)
 - timm/models/mambaout.py (405:429)

duplicated block id: 68
size: 21 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1236:1260)
 - timm/models/mambaout.py (405:429)

duplicated block id: 69
size: 21 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (754:791)
 - timm/models/hgnet.py (508:544)

duplicated block id: 70
size: 21 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (460:508)
 - timm/models/maxxvit.py (1410:1445)

duplicated block id: 71
size: 21 cleaned lines of code
in 2 files:
 - timm/layers/attention_pool2d.py (96:120)
 - timm/layers/attention_pool2d.py (228:252)

duplicated block id: 72
size: 21 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:457)
 - timm/models/efficientformer_v2.py (629:665)

duplicated block id: 73
size: 21 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (526:562)
 - timm/models/tresnet.py (218:254)

duplicated block id: 74
size: 21 cleaned lines of code
in 2 files:
 - timm/layers/pool1d.py (4:26)
 - timm/models/vision_transformer.py (419:441)

duplicated block id: 75
size: 21 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (911:948)
 - timm/models/hgnet.py (508:544)

duplicated block id: 76
size: 20 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (245:271)
 - timm/optim/nadamw.py (218:244)

duplicated block id: 77
size: 20 cleaned lines of code
in 2 files:
 - timm/data/loader.py (294:313)
 - timm/data/naflex_loader.py (298:317)

duplicated block id: 78
size: 20 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (380:405)
 - timm/models/shvit.py (367:392)

duplicated block id: 79
size: 20 cleaned lines of code
in 2 files:
 - timm/data/loader.py (205:224)
 - timm/data/naflex_loader.py (202:221)

duplicated block id: 80
size: 20 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (380:405)
 - timm/models/pvt_v2.py (417:442)

duplicated block id: 81
size: 20 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (315:334)
 - timm/models/swin_transformer_v2_cr.py (322:341)

duplicated block id: 82
size: 20 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (378:399)
 - timm/models/rdnet.py (264:285)

duplicated block id: 83
size: 20 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1248:1275)
 - timm/models/vision_transformer.py (820:845)

duplicated block id: 84
size: 20 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (322:347)
 - timm/models/inception_next.py (380:405)

duplicated block id: 85
size: 20 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (322:347)
 - timm/models/hgnet.py (539:564)

duplicated block id: 86
size: 20 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (184:206)
 - timm/models/eva.py (158:180)

duplicated block id: 87
size: 20 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (497:520)
 - timm/models/mambaout.py (406:429)

duplicated block id: 88
size: 20 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (539:564)
 - timm/models/pvt_v2.py (417:442)

duplicated block id: 89
size: 20 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (539:564)
 - timm/models/shvit.py (367:392)

duplicated block id: 90
size: 19 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (375:399)
 - timm/models/swin_transformer_v2_cr.py (861:885)

duplicated block id: 91
size: 19 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1436:1474)
 - timm/models/rexnet.py (318:356)

duplicated block id: 92
size: 19 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (284:317)
 - timm/models/ghostnet.py (678:711)

duplicated block id: 93
size: 19 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (330:354)
 - timm/models/swin_transformer_v2_cr.py (861:885)

duplicated block id: 94
size: 19 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:455)
 - timm/models/nextvit.py (563:596)

duplicated block id: 95
size: 19 cleaned lines of code
in 2 files:
 - timm/models/levit.py (200:221)
 - timm/models/levit.py (300:322)

duplicated block id: 96
size: 19 cleaned lines of code
in 2 files:
 - timm/models/beit.py (637:669)
 - timm/models/vision_transformer.py (868:900)

duplicated block id: 97
size: 19 cleaned lines of code
in 2 files:
 - timm/models/beit.py (622:650)
 - timm/models/vision_transformer_relpos.py (434:462)

duplicated block id: 98
size: 19 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (167:200)
 - timm/models/swiftformer.py (433:466)

duplicated block id: 99
size: 19 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (306:326)
 - timm/models/mvitv2.py (473:493)

duplicated block id: 100
size: 19 cleaned lines of code
in 2 files:
 - timm/models/davit.py (632:666)
 - timm/models/fastvit.py (1244:1278)

duplicated block id: 101
size: 19 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1568:1614)
 - timm/models/regnet.py (800:846)

duplicated block id: 102
size: 19 cleaned lines of code
in 2 files:
 - timm/models/beit.py (622:650)
 - timm/models/eva.py (749:776)

duplicated block id: 103
size: 19 cleaned lines of code
in 2 files:
 - timm/models/davit.py (632:666)
 - timm/models/hgnet.py (504:538)

duplicated block id: 104
size: 19 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:949)
 - timm/models/repvit.py (337:370)

duplicated block id: 105
size: 19 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:673)
 - timm/models/efficientformer_v2.py (629:663)

duplicated block id: 106
size: 19 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (112:147)
 - timm/models/vision_transformer.py (182:200)

duplicated block id: 107
size: 19 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (794:818)
 - timm/models/efficientvit_msra.py (515:539)

duplicated block id: 108
size: 19 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (423:447)
 - timm/models/tiny_vit.py (576:600)

duplicated block id: 109
size: 19 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (674:696)
 - timm/models/mobilenetv5.py (248:270)

duplicated block id: 110
size: 19 cleaned lines of code
in 2 files:
 - timm/models/sknet.py (25:43)
 - timm/models/sknet.py (86:104)

duplicated block id: 111
size: 19 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (268:286)
 - timm/models/cspnet.py (347:365)

duplicated block id: 112
size: 19 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (516:540)
 - timm/models/pvt_v2.py (423:447)

duplicated block id: 113
size: 19 cleaned lines of code
in 2 files:
 - benchmark.py (675:699)
 - validate.py (508:533)

duplicated block id: 114
size: 19 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (207:225)
 - timm/optim/adan.py (265:283)

duplicated block id: 115
size: 19 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (951:975)
 - timm/models/tiny_vit.py (575:599)

duplicated block id: 116
size: 19 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:663)
 - timm/models/nextvit.py (563:596)

duplicated block id: 117
size: 19 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:792)
 - timm/models/metaformer.py (601:634)

duplicated block id: 118
size: 19 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (951:975)
 - timm/models/efficientvit_msra.py (515:539)

duplicated block id: 119
size: 19 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:792)
 - timm/models/repvit.py (337:370)

duplicated block id: 120
size: 19 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:519)
 - timm/models/nextvit.py (563:596)

duplicated block id: 121
size: 19 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (794:818)
 - timm/models/tiny_vit.py (575:599)

duplicated block id: 122
size: 19 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:949)
 - timm/models/metaformer.py (601:634)

duplicated block id: 123
size: 19 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1420:1465)
 - timm/models/nfnet.py (506:536)

duplicated block id: 124
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (445:465)
 - timm/models/tiny_vit.py (513:533)

duplicated block id: 125
size: 18 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (302:332)
 - timm/models/rexnet.py (346:378)

duplicated block id: 126
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:948)
 - timm/models/gcvit.py (499:531)

duplicated block id: 127
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (509:531)
 - timm/models/swiftformer.py (475:497)

duplicated block id: 128
size: 18 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (382:409)
 - timm/models/swin_transformer_v2.py (412:438)

duplicated block id: 129
size: 18 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:385)
 - timm/models/repvit.py (337:369)

duplicated block id: 130
size: 18 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:544)
 - timm/models/repvit.py (337:369)

duplicated block id: 131
size: 18 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (340:372)
 - timm/models/tiny_vit.py (540:572)

duplicated block id: 132
size: 18 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (608:630)
 - timm/models/swiftformer.py (475:497)

duplicated block id: 133
size: 18 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:544)
 - timm/models/metaformer.py (601:633)

duplicated block id: 134
size: 18 cleaned lines of code
in 2 files:
 - timm/data/auto_augment.py (487:504)
 - timm/data/auto_augment.py (520:537)

duplicated block id: 135
size: 18 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:531)
 - timm/models/metaformer.py (601:633)

duplicated block id: 136
size: 18 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:422)
 - timm/models/tiny_vit.py (540:572)

duplicated block id: 137
size: 18 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (412:444)
 - timm/models/rdnet.py (295:325)

duplicated block id: 138
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (794:816)
 - timm/models/metaformer.py (636:658)

duplicated block id: 139
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (952:975)
 - timm/models/pvt_v2.py (423:446)

duplicated block id: 140
size: 18 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:327)
 - timm/models/tiny_vit.py (540:572)

duplicated block id: 141
size: 18 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (608:630)
 - timm/models/starnet.py (212:234)

duplicated block id: 142
size: 18 cleaned lines of code
in 2 files:
 - timm/models/eva.py (969:987)
 - timm/models/vision_transformer.py (1433:1451)

duplicated block id: 143
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:512)
 - timm/models/pvt_v2.py (390:422)

duplicated block id: 144
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:512)
 - timm/models/fasternet.py (295:327)

duplicated block id: 145
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (509:531)
 - timm/models/starnet.py (212:234)

duplicated block id: 146
size: 18 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (502:534)
 - timm/models/rdnet.py (295:325)

duplicated block id: 147
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:948)
 - timm/models/inception_next.py (353:385)

duplicated block id: 148
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:512)
 - timm/models/shvit.py (340:372)

duplicated block id: 149
size: 18 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1242:1274)
 - timm/models/rdnet.py (295:325)

duplicated block id: 150
size: 18 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (456:477)
 - timm/models/rdnet.py (340:361)

duplicated block id: 151
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (664:685)
 - timm/models/resnetv2.py (697:718)

duplicated block id: 152
size: 18 cleaned lines of code
in 2 files:
 - timm/models/beit.py (571:606)
 - timm/models/vision_transformer_relpos.py (387:420)

duplicated block id: 153
size: 18 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:531)
 - timm/models/repvit.py (337:369)

duplicated block id: 154
size: 18 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (600:621)
 - timm/models/resnetv2.py (697:718)

duplicated block id: 155
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (672:694)
 - timm/models/starnet.py (212:234)

duplicated block id: 156
size: 18 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (423:446)
 - timm/models/repvit.py (373:396)

duplicated block id: 157
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:791)
 - timm/models/inception_next.py (353:385)

duplicated block id: 158
size: 18 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:385)
 - timm/models/metaformer.py (601:633)

duplicated block id: 159
size: 18 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (41:58)
 - timm/models/resnet.py (144:161)

duplicated block id: 160
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (795:818)
 - timm/models/pvt_v2.py (423:446)

duplicated block id: 161
size: 18 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (288:306)
 - timm/models/cspnet.py (367:385)

duplicated block id: 162
size: 18 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (237:254)
 - timm/optim/adamw.py (323:340)

duplicated block id: 163
size: 18 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (888:926)
 - timm/models/swin_transformer_v2.py (924:969)

duplicated block id: 164
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (951:973)
 - timm/models/metaformer.py (636:658)

duplicated block id: 165
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:791)
 - timm/models/gcvit.py (499:531)

duplicated block id: 166
size: 18 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (555:586)
 - timm/models/tiny_vit.py (532:563)

duplicated block id: 167
size: 18 cleaned lines of code
in 2 files:
 - timm/models/davit.py (677:698)
 - timm/models/rdnet.py (340:361)

duplicated block id: 168
size: 18 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (672:694)
 - timm/models/swiftformer.py (475:497)

duplicated block id: 169
size: 17 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (555:585)
 - timm/models/tresnet.py (224:254)

duplicated block id: 170
size: 17 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (373:394)
 - timm/models/shvit.py (373:394)

duplicated block id: 171
size: 17 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:420)
 - timm/models/swin_transformer_v2_cr.py (826:857)

duplicated block id: 172
size: 17 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (328:349)
 - timm/models/repvit.py (373:394)

duplicated block id: 173
size: 17 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (516:537)
 - timm/models/fasternet.py (328:349)

duplicated block id: 174
size: 17 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (470:508)
 - timm/models/rexnet.py (330:371)

duplicated block id: 175
size: 17 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1415:1445)
 - timm/models/rexnet.py (330:371)

duplicated block id: 176
size: 17 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (952:973)
 - timm/models/fasternet.py (328:349)

duplicated block id: 177
size: 17 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (952:973)
 - timm/models/gcvit.py (532:553)

duplicated block id: 178
size: 17 cleaned lines of code
in 2 files:
 - timm/models/davit.py (590:606)
 - timm/models/rdnet.py (264:280)

duplicated block id: 179
size: 17 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (317:336)
 - timm/models/mambaout.py (388:408)

duplicated block id: 180
size: 17 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:325)
 - timm/models/swin_transformer_v2_cr.py (826:857)

duplicated block id: 181
size: 17 cleaned lines of code
in 2 files:
 - timm/models/davit.py (590:606)
 - timm/models/edgenext.py (378:394)

duplicated block id: 182
size: 17 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (532:553)
 - timm/models/metaformer.py (637:658)

duplicated block id: 183
size: 17 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (795:816)
 - timm/models/shvit.py (373:394)

duplicated block id: 184
size: 17 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1461:1481)
 - timm/models/swiftformer.py (467:487)

duplicated block id: 185
size: 17 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:750)
 - timm/models/hieradet_sam2.py (482:502)

duplicated block id: 186
size: 17 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (373:394)
 - timm/models/tiny_vit.py (576:597)

duplicated block id: 187
size: 17 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (346:365)
 - timm/models/mvitv2.py (499:518)

duplicated block id: 188
size: 17 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (478:495)
 - timm/layers/norm_act.py (511:528)

duplicated block id: 189
size: 17 cleaned lines of code
in 2 files:
 - timm/models/cait.py (207:223)
 - timm/models/xcit.py (289:305)

duplicated block id: 190
size: 17 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (532:553)
 - timm/models/repvit.py (373:394)

duplicated block id: 191
size: 17 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:510)
 - timm/models/swin_transformer_v2_cr.py (826:857)

duplicated block id: 192
size: 17 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (330:371)
 - timm/models/swin_transformer_v2.py (847:888)

duplicated block id: 193
size: 17 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1415:1445)
 - timm/models/swin_transformer_v2.py (847:888)

duplicated block id: 194
size: 17 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (328:349)
 - timm/models/metaformer.py (637:658)

duplicated block id: 195
size: 17 cleaned lines of code
in 2 files:
 - timm/models/davit.py (632:662)
 - timm/models/rdnet.py (297:325)

duplicated block id: 196
size: 17 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (516:537)
 - timm/models/shvit.py (373:394)

duplicated block id: 197
size: 17 cleaned lines of code
in 2 files:
 - timm/scheduler/multistep_lr.py (22:38)
 - timm/scheduler/tanh_lr.py (38:54)

duplicated block id: 198
size: 17 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (342:374)
 - timm/models/vision_transformer_relpos.py (387:419)

duplicated block id: 199
size: 17 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (795:816)
 - timm/models/gcvit.py (532:553)

duplicated block id: 200
size: 17 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (470:508)
 - timm/models/swin_transformer_v2.py (847:888)

duplicated block id: 201
size: 17 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (516:537)
 - timm/models/gcvit.py (532:553)

duplicated block id: 202
size: 17 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (328:349)
 - timm/models/tiny_vit.py (576:597)

duplicated block id: 203
size: 17 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (471:509)
 - timm/models/swin_transformer_v2_cr.py (809:849)

duplicated block id: 204
size: 17 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1461:1481)
 - timm/models/starnet.py (204:224)

duplicated block id: 205
size: 17 cleaned lines of code
in 2 files:
 - timm/scheduler/step_lr.py (27:43)
 - timm/scheduler/tanh_lr.py (38:54)

duplicated block id: 206
size: 17 cleaned lines of code
in 2 files:
 - timm/scheduler/poly_lr.py (73:91)
 - timm/scheduler/tanh_lr.py (75:93)

duplicated block id: 207
size: 17 cleaned lines of code
in 2 files:
 - timm/models/beit.py (571:605)
 - timm/models/tnt.py (342:374)

duplicated block id: 208
size: 17 cleaned lines of code
in 2 files:
 - timm/scheduler/cosine_lr.py (77:95)
 - timm/scheduler/tanh_lr.py (75:93)

duplicated block id: 209
size: 17 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (641:678)
 - timm/models/swin_transformer_v2.py (847:888)

duplicated block id: 210
size: 17 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (641:678)
 - timm/models/rexnet.py (330:371)

duplicated block id: 211
size: 17 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (532:553)
 - timm/models/tiny_vit.py (576:597)

duplicated block id: 212
size: 17 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (147:179)
 - timm/models/resnetv2.py (238:254)

duplicated block id: 213
size: 17 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (952:973)
 - timm/models/shvit.py (373:394)

duplicated block id: 214
size: 17 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (340:370)
 - timm/models/swin_transformer_v2_cr.py (826:857)

duplicated block id: 215
size: 17 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (795:816)
 - timm/models/fasternet.py (328:349)

duplicated block id: 216
size: 17 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (826:857)
 - timm/models/tiny_vit.py (540:570)

duplicated block id: 217
size: 17 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (637:658)
 - timm/models/pvt_v2.py (423:444)

duplicated block id: 218
size: 17 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (637:658)
 - timm/models/shvit.py (373:394)

duplicated block id: 219
size: 17 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (696:733)
 - timm/models/swin_transformer.py (806:844)

duplicated block id: 220
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (244:262)
 - timm/models/levit.py (201:219)

duplicated block id: 221
size: 16 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:706)
 - timm/models/mambaout.py (463:483)

duplicated block id: 222
size: 16 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1416:1445)
 - timm/models/swin_transformer_v2_cr.py (809:848)

duplicated block id: 223
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (956:976)
 - timm/models/mambaout.py (463:483)

duplicated block id: 224
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (244:262)
 - timm/models/levit.py (301:320)

duplicated block id: 225
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (140:158)
 - timm/models/efficientvit_msra.py (170:188)

duplicated block id: 226
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (799:819)
 - timm/models/levit.py (686:706)

duplicated block id: 227
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (754:784)
 - timm/models/fastvit.py (1248:1278)

duplicated block id: 228
size: 16 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (112:127)
 - timm/models/vision_transformer.py (249:264)

duplicated block id: 229
size: 16 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (572:590)
 - timm/models/tresnet.py (265:283)

duplicated block id: 230
size: 16 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (369:387)
 - timm/models/tresnet.py (265:283)

duplicated block id: 231
size: 16 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (633:651)
 - timm/models/tresnet.py (265:283)

duplicated block id: 232
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (140:158)
 - timm/models/efficientformer_v2.py (245:263)

duplicated block id: 233
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (512:530)
 - timm/models/tresnet.py (265:283)

duplicated block id: 234
size: 16 cleaned lines of code
in 2 files:
 - timm/models/convit.py (216:232)
 - timm/models/nest.py (107:123)

duplicated block id: 235
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (911:941)
 - timm/models/fastvit.py (1248:1278)

duplicated block id: 236
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (245:263)
 - timm/models/efficientvit_msra.py (170:188)

duplicated block id: 237
size: 16 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (182:197)
 - timm/models/vision_transformer.py (249:264)

duplicated block id: 238
size: 16 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (642:678)
 - timm/models/swin_transformer_v2_cr.py (809:848)

duplicated block id: 239
size: 16 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (135:154)
 - timm/models/twins.py (178:198)

duplicated block id: 240
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (420:435)
 - timm/models/mobilenetv3.py (433:448)

duplicated block id: 241
size: 16 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (284:302)
 - timm/models/mobilenetv5.py (252:270)

duplicated block id: 242
size: 16 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (106:121)
 - timm/models/mobilenetv5.py (181:196)

duplicated block id: 243
size: 16 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (848:888)
 - timm/models/swin_transformer_v2_cr.py (809:848)

duplicated block id: 244
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (956:976)
 - timm/models/levit.py (686:706)

duplicated block id: 245
size: 16 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (257:272)
 - timm/layers/evo_norm.py (307:322)

duplicated block id: 246
size: 16 cleaned lines of code
in 2 files:
 - timm/models/davit.py (636:666)
 - timm/models/efficientvit_mit.py (911:941)

duplicated block id: 247
size: 16 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (799:819)
 - timm/models/mambaout.py (463:483)

duplicated block id: 248
size: 16 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (331:371)
 - timm/models/swin_transformer_v2_cr.py (809:848)

duplicated block id: 249
size: 16 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (268:283)
 - timm/models/regnet.py (368:383)

duplicated block id: 250
size: 16 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (418:448)
 - timm/models/efficientvit_mit.py (911:941)

duplicated block id: 251
size: 16 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (112:127)
 - timm/models/vision_transformer_relpos.py (160:175)

duplicated block id: 252
size: 16 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (418:448)
 - timm/models/efficientvit_mit.py (754:784)

duplicated block id: 253
size: 16 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (411:429)
 - timm/models/rdnet.py (295:313)

duplicated block id: 254
size: 16 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (534:555)
 - timm/models/swin_transformer_v2_cr.py (861:882)

duplicated block id: 255
size: 16 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:483)
 - timm/models/repvit.py (377:397)

duplicated block id: 256
size: 16 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (225:246)
 - timm/models/nasnet.py (271:292)

duplicated block id: 257
size: 16 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:706)
 - timm/models/repvit.py (377:397)

duplicated block id: 258
size: 16 cleaned lines of code
in 2 files:
 - timm/models/davit.py (636:666)
 - timm/models/efficientvit_mit.py (754:784)

duplicated block id: 259
size: 16 cleaned lines of code
in 2 files:
 - timm/optim/nadamw.py (212:227)
 - timm/optim/nadamw.py (295:310)

duplicated block id: 260
size: 16 cleaned lines of code
in 2 files:
 - timm/models/cait.py (338:366)
 - timm/models/xcit.py (438:468)

duplicated block id: 261
size: 16 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (58:89)
 - timm/models/resnetv2.py (152:183)

duplicated block id: 262
size: 15 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (482:512)
 - timm/models/fastvit.py (1249:1278)

duplicated block id: 263
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (170:187)
 - timm/models/levit.py (303:320)

duplicated block id: 264
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (795:814)
 - timm/models/inception_next.py (386:405)

duplicated block id: 265
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (170:187)
 - timm/models/levit.py (202:219)

duplicated block id: 266
size: 15 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (308:327)
 - timm/models/cspnet.py (387:404)

duplicated block id: 267
size: 15 cleaned lines of code
in 2 files:
 - timm/models/levit.py (202:219)
 - timm/models/tiny_vit.py (204:221)

duplicated block id: 268
size: 15 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (148:175)
 - timm/models/maxxvit.py (229:256)

duplicated block id: 269
size: 15 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (545:564)
 - timm/models/repvit.py (373:392)

duplicated block id: 270
size: 15 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (633:650)
 - timm/models/rexnet.py (384:401)

duplicated block id: 271
size: 15 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (861:880)
 - timm/models/tiny_vit.py (578:597)

duplicated block id: 272
size: 15 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:705)
 - timm/models/pvt_v2.py (427:446)

duplicated block id: 273
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (72:89)
 - timm/models/efficientformer_v2.py (245:262)

duplicated block id: 274
size: 15 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (369:386)
 - timm/models/rexnet.py (384:401)

duplicated block id: 275
size: 15 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (545:564)
 - timm/models/metaformer.py (637:656)

duplicated block id: 276
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (795:814)
 - timm/models/hgnet.py (545:564)

duplicated block id: 277
size: 15 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1283:1307)
 - timm/models/vision_transformer.py (851:875)

duplicated block id: 278
size: 15 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:316)
 - timm/models/rexnet.py (349:375)

duplicated block id: 279
size: 15 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (482:512)
 - timm/models/efficientvit_mit.py (912:941)

duplicated block id: 280
size: 15 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (386:405)
 - timm/models/tiny_vit.py (576:595)

duplicated block id: 281
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (72:89)
 - timm/models/efficientvit_msra.py (170:187)

duplicated block id: 282
size: 15 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:705)
 - timm/models/tiny_vit.py (580:599)

duplicated block id: 283
size: 15 cleaned lines of code
in 2 files:
 - timm/data/readers/reader_hfids.py (116:133)
 - timm/data/readers/reader_wds.py (340:357)

duplicated block id: 284
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (516:535)
 - timm/models/hgnet.py (545:564)

duplicated block id: 285
size: 15 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (384:401)
 - timm/models/tiny_vit.py (572:589)

duplicated block id: 286
size: 15 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (106:120)
 - timm/models/mobilenetv5.py (434:448)

duplicated block id: 287
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (797:816)
 - timm/models/swin_transformer_v2_cr.py (861:880)

duplicated block id: 288
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (128:146)
 - timm/models/efficientnet.py (375:393)

duplicated block id: 289
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (72:89)
 - timm/models/efficientformer_v2.py (140:157)

duplicated block id: 290
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (140:157)
 - timm/models/tiny_vit.py (204:221)

duplicated block id: 291
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (952:971)
 - timm/models/inception_next.py (386:405)

duplicated block id: 292
size: 15 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (386:405)
 - timm/models/metaformer.py (637:656)

duplicated block id: 293
size: 15 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (482:512)
 - timm/models/efficientvit_mit.py (755:784)

duplicated block id: 294
size: 15 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:482)
 - timm/models/pvt_v2.py (427:446)

duplicated block id: 295
size: 15 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (545:564)
 - timm/models/tiny_vit.py (576:595)

duplicated block id: 296
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (140:157)
 - timm/models/levit.py (303:320)

duplicated block id: 297
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (516:535)
 - timm/models/inception_next.py (386:405)

duplicated block id: 298
size: 15 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (287:301)
 - timm/models/vision_transformer_relpos.py (78:92)

duplicated block id: 299
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (140:157)
 - timm/models/levit.py (202:219)

duplicated block id: 300
size: 15 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (384:401)
 - timm/models/tresnet.py (265:282)

duplicated block id: 301
size: 15 cleaned lines of code
in 2 files:
 - timm/models/levit.py (303:320)
 - timm/models/tiny_vit.py (204:221)

duplicated block id: 302
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (952:971)
 - timm/models/hgnet.py (545:564)

duplicated block id: 303
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (245:262)
 - timm/models/tiny_vit.py (204:221)

duplicated block id: 304
size: 15 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:482)
 - timm/models/tiny_vit.py (580:599)

duplicated block id: 305
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (512:529)
 - timm/models/rexnet.py (384:401)

duplicated block id: 306
size: 15 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (425:444)
 - timm/models/swin_transformer_v2_cr.py (861:880)

duplicated block id: 307
size: 15 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (793:818)
 - timm/models/swin_transformer_v2.py (830:863)

duplicated block id: 308
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (954:973)
 - timm/models/swin_transformer_v2_cr.py (861:880)

duplicated block id: 309
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (520:539)
 - timm/models/levit.py (686:705)

duplicated block id: 310
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (72:89)
 - timm/models/tiny_vit.py (204:221)

duplicated block id: 311
size: 15 cleaned lines of code
in 2 files:
 - timm/models/davit.py (632:648)
 - timm/models/mambaout.py (413:429)

duplicated block id: 312
size: 15 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (423:450)
 - timm/models/vision_transformer.py (870:897)

duplicated block id: 313
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (520:539)
 - timm/models/mambaout.py (463:482)

duplicated block id: 314
size: 15 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (639:658)
 - timm/models/swin_transformer_v2_cr.py (861:880)

duplicated block id: 315
size: 15 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:316)
 - timm/models/rdnet.py (305:329)

duplicated block id: 316
size: 15 cleaned lines of code
in 2 files:
 - timm/layers/attention_pool2d.py (133:147)
 - timm/layers/attention_pool2d.py (264:278)

duplicated block id: 317
size: 15 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (482:512)
 - timm/models/hgnet.py (509:538)

duplicated block id: 318
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (518:537)
 - timm/models/swin_transformer_v2_cr.py (861:880)

duplicated block id: 319
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (72:89)
 - timm/models/levit.py (303:320)

duplicated block id: 320
size: 15 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (72:89)
 - timm/models/levit.py (202:219)

duplicated block id: 321
size: 15 cleaned lines of code
in 2 files:
 - timm/models/convit.py (335:352)
 - timm/models/crossvit.py (401:418)

duplicated block id: 322
size: 15 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (375:394)
 - timm/models/swin_transformer_v2_cr.py (861:880)

duplicated block id: 323
size: 15 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (386:405)
 - timm/models/repvit.py (373:392)

duplicated block id: 324
size: 15 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (489:506)
 - timm/models/vovnet.py (245:262)

duplicated block id: 325
size: 15 cleaned lines of code
in 2 files:
 - timm/models/beit.py (639:666)
 - timm/models/mlp_mixer.py (423:450)

duplicated block id: 326
size: 15 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (676:702)
 - timm/models/hieradet_sam2.py (436:463)

duplicated block id: 327
size: 15 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (653:682)
 - timm/models/vovnet.py (265:294)

duplicated block id: 328
size: 14 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (62:75)
 - timm/optim/laprop.py (41:54)

duplicated block id: 329
size: 14 cleaned lines of code
in 2 files:
 - timm/optim/sgdw.py (196:209)
 - timm/optim/sgdw.py (242:255)

duplicated block id: 330
size: 14 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_hybrid.py (135:150)
 - timm/models/vitamin.py (287:303)

duplicated block id: 331
size: 14 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (413:428)
 - timm/models/shvit.py (409:424)

duplicated block id: 332
size: 14 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (754:780)
 - timm/models/rdnet.py (301:325)

duplicated block id: 333
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (284:297)
 - timm/models/hrnet.py (320:333)

duplicated block id: 334
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (104:117)
 - timm/models/hrnet.py (320:333)

duplicated block id: 335
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (104:117)
 - timm/models/hrnet.py (284:297)

duplicated block id: 336
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (104:117)
 - timm/models/hrnet.py (248:261)

duplicated block id: 337
size: 14 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:490)
 - timm/models/levit.py (638:665)

duplicated block id: 338
size: 14 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:480)
 - timm/models/shvit.py (377:394)

duplicated block id: 339
size: 14 cleaned lines of code
in 2 files:
 - timm/scheduler/cosine_lr.py (47:61)
 - timm/scheduler/tanh_lr.py (43:57)

duplicated block id: 340
size: 14 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:703)
 - timm/models/metaformer.py (641:658)

duplicated block id: 341
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (176:189)
 - timm/models/hrnet.py (212:225)

duplicated block id: 342
size: 14 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (912:938)
 - timm/models/swin_transformer_v2_cr.py (823:849)

duplicated block id: 343
size: 14 cleaned lines of code
in 2 files:
 - timm/models/davit.py (637:663)
 - timm/models/swin_transformer_v2_cr.py (823:849)

duplicated block id: 344
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (176:189)
 - timm/models/hrnet.py (320:333)

duplicated block id: 345
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (176:189)
 - timm/models/hrnet.py (248:261)

duplicated block id: 346
size: 14 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:125)
 - timm/optim/adafactor.py (127:145)

duplicated block id: 347
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (176:189)
 - timm/models/hrnet.py (284:297)

duplicated block id: 348
size: 14 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1448:1474)
 - timm/models/swin_transformer_v2.py (847:873)

duplicated block id: 349
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (212:225)
 - timm/models/hrnet.py (320:333)

duplicated block id: 350
size: 14 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:401)
 - timm/models/xcit.py (441:468)

duplicated block id: 351
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (212:225)
 - timm/models/hrnet.py (284:297)

duplicated block id: 352
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (212:225)
 - timm/models/hrnet.py (248:261)

duplicated block id: 353
size: 14 cleaned lines of code
in 2 files:
 - timm/optim/laprop.py (41:54)
 - timm/optim/nvnovograd.py (41:54)

duplicated block id: 354
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (509:535)
 - timm/models/swin_transformer_v2_cr.py (823:849)

duplicated block id: 355
size: 14 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1314)
 - timm/models/gcvit.py (539:556)

duplicated block id: 356
size: 14 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (605:621)
 - timm/models/mobilenetv5.py (659:675)

duplicated block id: 357
size: 14 cleaned lines of code
in 2 files:
 - timm/layers/attention_pool2d.py (39:52)
 - timm/layers/attention_pool2d.py (166:179)

duplicated block id: 358
size: 14 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:302)
 - timm/models/mobilenetv3.py (241:266)

duplicated block id: 359
size: 14 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (62:75)
 - timm/optim/nvnovograd.py (41:54)

duplicated block id: 360
size: 14 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (536:553)
 - timm/models/levit.py (686:703)

duplicated block id: 361
size: 14 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (332:349)
 - timm/models/levit.py (686:703)

duplicated block id: 362
size: 14 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (125:138)
 - timm/models/nest.py (92:105)

duplicated block id: 363
size: 14 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:480)
 - timm/models/swin_transformer_v2_cr.py (863:880)

duplicated block id: 364
size: 14 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (332:349)
 - timm/models/mambaout.py (463:480)

duplicated block id: 365
size: 14 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (419:445)
 - timm/models/swin_transformer_v2_cr.py (823:849)

duplicated block id: 366
size: 14 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:366)
 - timm/models/mlp_mixer.py (373:401)

duplicated block id: 367
size: 14 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1448:1474)
 - timm/models/convnext.py (470:492)

duplicated block id: 368
size: 14 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (536:553)
 - timm/models/mambaout.py (463:480)

duplicated block id: 369
size: 14 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (911:937)
 - timm/models/rdnet.py (301:325)

duplicated block id: 370
size: 14 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (434:447)
 - timm/models/vitamin.py (512:525)

duplicated block id: 371
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (104:117)
 - timm/models/hrnet.py (212:225)

duplicated block id: 372
size: 14 cleaned lines of code
in 2 files:
 - timm/optim/laprop.py (63:84)
 - timm/optim/rmsprop_tf.py (95:116)

duplicated block id: 373
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (104:117)
 - timm/models/hrnet.py (140:153)

duplicated block id: 374
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (104:117)
 - timm/models/hrnet.py (176:189)

duplicated block id: 375
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (248:261)
 - timm/models/hrnet.py (284:297)

duplicated block id: 376
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (248:261)
 - timm/models/hrnet.py (320:333)

duplicated block id: 377
size: 14 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (291:317)
 - timm/models/repghost.py (294:320)

duplicated block id: 378
size: 14 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1448:1474)
 - timm/models/resnetv2.py (641:663)

duplicated block id: 379
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (140:153)
 - timm/models/hrnet.py (176:189)

duplicated block id: 380
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (140:153)
 - timm/models/hrnet.py (212:225)

duplicated block id: 381
size: 14 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:703)
 - timm/models/swin_transformer_v2_cr.py (863:880)

duplicated block id: 382
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (140:153)
 - timm/models/hrnet.py (248:261)

duplicated block id: 383
size: 14 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (519:533)
 - timm/models/twins.py (173:187)

duplicated block id: 384
size: 14 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (755:781)
 - timm/models/swin_transformer_v2_cr.py (823:849)

duplicated block id: 385
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (140:153)
 - timm/models/hrnet.py (284:297)

duplicated block id: 386
size: 14 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (395:408)
 - timm/models/vitamin.py (473:486)

duplicated block id: 387
size: 14 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (140:153)
 - timm/models/hrnet.py (320:333)

duplicated block id: 388
size: 14 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:480)
 - timm/models/metaformer.py (641:658)

duplicated block id: 389
size: 14 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1448:1474)
 - timm/models/maxxvit.py (1415:1430)

duplicated block id: 390
size: 14 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1249:1275)
 - timm/models/swin_transformer_v2_cr.py (823:849)

duplicated block id: 391
size: 14 cleaned lines of code
in 2 files:
 - inference.py (66:79)
 - validate.py (78:91)

duplicated block id: 392
size: 14 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:703)
 - timm/models/shvit.py (377:394)

duplicated block id: 393
size: 13 cleaned lines of code
in 2 files:
 - timm/data/auto_augment.py (409:421)
 - timm/data/auto_augment.py (443:455)

duplicated block id: 394
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (912:937)
 - timm/models/rexnet.py (346:371)

duplicated block id: 395
size: 13 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (863:888)
 - timm/models/vovnet.py (265:290)

duplicated block id: 396
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (951:966)
 - timm/models/ghostnet.py (732:747)

duplicated block id: 397
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:489)
 - timm/models/efficientvit_mit.py (758:784)

duplicated block id: 398
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1278)
 - timm/models/nextvit.py (563:589)

duplicated block id: 399
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (627:652)
 - timm/models/swiftformer.py (431:456)

duplicated block id: 400
size: 13 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (419:444)
 - timm/models/rexnet.py (346:371)

duplicated block id: 401
size: 13 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (818:844)
 - timm/models/tresnet.py (229:254)

duplicated block id: 402
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:489)
 - timm/models/efficientvit_mit.py (915:941)

duplicated block id: 403
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (912:937)
 - timm/models/maxxvit.py (1420:1445)

duplicated block id: 404
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:489)
 - timm/models/gcvit.py (499:525)

duplicated block id: 405
size: 13 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (886:904)
 - timm/models/starnet.py (210:228)

duplicated block id: 406
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:351)
 - timm/models/fastvit.py (1296:1312)

duplicated block id: 407
size: 13 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:644)
 - timm/models/vovnet.py (268:294)

duplicated block id: 408
size: 13 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:666)
 - timm/models/repvit.py (337:363)

duplicated block id: 409
size: 13 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1768:1781)
 - timm/models/eva.py (1792:1805)

duplicated block id: 410
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (327:342)
 - timm/models/inception_v4.py (324:339)

duplicated block id: 411
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:655)
 - timm/models/gcvit.py (499:525)

duplicated block id: 412
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:489)
 - timm/models/metaformer.py (601:627)

duplicated block id: 413
size: 13 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:666)
 - timm/models/inception_next.py (353:379)

duplicated block id: 414
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1278)
 - timm/models/levit.py (638:664)

duplicated block id: 415
size: 13 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (708:733)
 - timm/models/tiny_vit.py (537:562)

duplicated block id: 416
size: 13 cleaned lines of code
in 2 files:
 - timm/models/eva.py (768:784)
 - timm/models/xcit.py (505:521)

duplicated block id: 417
size: 13 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (509:534)
 - timm/models/swin_transformer_v2.py (863:888)

duplicated block id: 418
size: 13 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (732:747)
 - timm/models/tresnet.py (268:283)

duplicated block id: 419
size: 13 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (385:400)
 - timm/models/inception_v4.py (324:339)

duplicated block id: 420
size: 13 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:589)
 - timm/models/repvit.py (337:363)

duplicated block id: 421
size: 13 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1166:1190)
 - timm/models/vision_transformer.py (696:716)

duplicated block id: 422
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:489)
 - timm/models/fastvit.py (1252:1278)

duplicated block id: 423
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1249:1274)
 - timm/models/swin_transformer_v2.py (863:888)

duplicated block id: 424
size: 13 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (341:356)
 - timm/models/tresnet.py (268:283)

duplicated block id: 425
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:655)
 - timm/models/repvit.py (337:363)

duplicated block id: 426
size: 13 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (509:534)
 - timm/models/vovnet.py (265:290)

duplicated block id: 427
size: 13 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:538)
 - timm/models/levit.py (638:664)

duplicated block id: 428
size: 13 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:414)
 - timm/models/vision_transformer_relpos.py (454:470)

duplicated block id: 429
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (755:780)
 - timm/models/resnetv2.py (653:678)

duplicated block id: 430
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1249:1274)
 - timm/models/resnetv2.py (653:678)

duplicated block id: 431
size: 13 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (509:534)
 - timm/models/rexnet.py (346:371)

duplicated block id: 432
size: 13 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:737)
 - timm/models/resnetv2.py (656:682)

duplicated block id: 433
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (755:780)
 - timm/models/vovnet.py (265:290)

duplicated block id: 434
size: 13 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (419:444)
 - timm/models/maxxvit.py (1420:1445)

duplicated block id: 435
size: 13 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (419:444)
 - timm/models/resnetv2.py (653:678)

duplicated block id: 436
size: 13 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:664)
 - timm/models/nextvit.py (563:589)

duplicated block id: 437
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:655)
 - timm/models/hgnet.py (512:538)

duplicated block id: 438
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:655)
 - timm/models/metaformer.py (601:627)

duplicated block id: 439
size: 13 cleaned lines of code
in 2 files:
 - timm/models/eva.py (242:254)
 - timm/models/eva.py (344:356)

duplicated block id: 440
size: 13 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (92:105)
 - timm/models/resnetv2.py (186:199)

duplicated block id: 441
size: 13 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:448)
 - timm/models/repvit.py (337:363)

duplicated block id: 442
size: 13 cleaned lines of code
in 2 files:
 - timm/models/davit.py (637:662)
 - timm/models/swin_transformer_v2.py (863:888)

duplicated block id: 443
size: 13 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (488:506)
 - timm/models/selecsls.py (25:43)

duplicated block id: 444
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (951:966)
 - timm/models/repghost.py (341:356)

duplicated block id: 445
size: 13 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:737)
 - timm/models/resnet.py (617:644)

duplicated block id: 446
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1278)
 - timm/models/repvit.py (337:363)

duplicated block id: 447
size: 13 cleaned lines of code
in 2 files:
 - timm/data/loader.py (295:307)
 - timm/data/transforms_factory.py (472:484)

duplicated block id: 448
size: 13 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (732:747)
 - timm/models/tiny_vit.py (575:590)

duplicated block id: 449
size: 13 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:512)
 - timm/models/efficientformer.py (463:489)

duplicated block id: 450
size: 13 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1520:1532)
 - timm/models/eva.py (1542:1554)

duplicated block id: 451
size: 13 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (454:470)
 - timm/models/xcit.py (505:521)

duplicated block id: 452
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1278)
 - timm/models/metaformer.py (601:627)

duplicated block id: 453
size: 13 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (302:325)
 - timm/models/vovnet.py (265:290)

duplicated block id: 454
size: 13 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (794:807)
 - timm/models/maxxvit.py (875:888)

duplicated block id: 455
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1278)
 - timm/models/inception_next.py (353:379)

duplicated block id: 456
size: 13 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (25:38)
 - timm/layers/mlp.py (242:255)

duplicated block id: 457
size: 13 cleaned lines of code
in 2 files:
 - timm/models/davit.py (637:662)
 - timm/models/maxxvit.py (1420:1445)

duplicated block id: 458
size: 13 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (560:585)
 - timm/models/regnet.py (708:733)

duplicated block id: 459
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1312)
 - timm/models/shvit.py (380:396)

duplicated block id: 460
size: 13 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:666)
 - timm/models/efficientformer.py (463:489)

duplicated block id: 461
size: 13 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (302:325)
 - timm/models/swin_transformer_v2_cr.py (823:848)

duplicated block id: 462
size: 13 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:512)
 - timm/models/repvit.py (337:363)

duplicated block id: 463
size: 13 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (732:747)
 - timm/models/metaformer.py (636:651)

duplicated block id: 464
size: 13 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:644)
 - timm/models/resnetv2.py (656:682)

duplicated block id: 465
size: 13 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (818:844)
 - timm/models/tiny_vit.py (537:562)

duplicated block id: 466
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:655)
 - timm/models/efficientvit_mit.py (915:941)

duplicated block id: 467
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (506:522)
 - timm/models/resnetv2.py (702:718)

duplicated block id: 468
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1312)
 - timm/models/swin_transformer_v2_cr.py (866:882)

duplicated block id: 469
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:489)
 - timm/models/nextvit.py (563:589)

duplicated block id: 470
size: 13 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (454:466)
 - timm/models/vitamin.py (532:544)

duplicated block id: 471
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:655)
 - timm/models/efficientvit_mit.py (758:784)

duplicated block id: 472
size: 13 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (708:733)
 - timm/models/tresnet.py (229:254)

duplicated block id: 473
size: 13 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:666)
 - timm/models/levit.py (638:664)

duplicated block id: 474
size: 13 cleaned lines of code
in 2 files:
 - timm/data/readers/reader_hfids.py (87:103)
 - timm/data/readers/reader_wds.py (309:325)

duplicated block id: 475
size: 13 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:525)
 - timm/models/levit.py (638:664)

duplicated block id: 476
size: 13 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:664)
 - timm/models/repvit.py (337:363)

duplicated block id: 477
size: 13 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (419:444)
 - timm/models/vovnet.py (265:290)

duplicated block id: 478
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (755:780)
 - timm/models/rexnet.py (346:371)

duplicated block id: 479
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (394:415)
 - timm/models/mobilenetv3.py (402:419)

duplicated block id: 480
size: 13 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:512)
 - timm/models/inception_next.py (353:379)

duplicated block id: 481
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (912:937)
 - timm/models/swin_transformer_v2.py (863:888)

duplicated block id: 482
size: 13 cleaned lines of code
in 2 files:
 - timm/models/davit.py (637:662)
 - timm/models/resnetv2.py (653:678)

duplicated block id: 483
size: 13 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (324:339)
 - timm/models/pvt_v2.py (422:437)

duplicated block id: 484
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1278)
 - timm/models/gcvit.py (499:525)

duplicated block id: 485
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:489)
 - timm/models/repvit.py (337:363)

duplicated block id: 486
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:941)
 - timm/models/levit.py (638:664)

duplicated block id: 487
size: 13 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (509:534)
 - timm/models/maxxvit.py (1420:1445)

duplicated block id: 488
size: 13 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (398:410)
 - timm/models/maxxvit.py (498:510)

duplicated block id: 489
size: 13 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:414)
 - timm/models/eva.py (768:784)

duplicated block id: 490
size: 13 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:448)
 - timm/models/inception_next.py (353:379)

duplicated block id: 491
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:655)
 - timm/models/fastvit.py (1252:1278)

duplicated block id: 492
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (755:780)
 - timm/models/swin_transformer_v2.py (863:888)

duplicated block id: 493
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:489)
 - timm/models/hgnet.py (512:538)

duplicated block id: 494
size: 13 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (302:325)
 - timm/models/swin_transformer_v2.py (863:888)

duplicated block id: 495
size: 13 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:737)
 - timm/models/vovnet.py (268:294)

duplicated block id: 496
size: 13 cleaned lines of code
in 2 files:
 - timm/data/naflex_transforms.py (275:293)
 - timm/data/transforms.py (507:525)

duplicated block id: 497
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (755:780)
 - timm/models/maxxvit.py (1420:1445)

duplicated block id: 498
size: 13 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:414)
 - timm/models/xcit.py (505:521)

duplicated block id: 499
size: 13 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (415:427)
 - timm/models/vitamin.py (493:505)

duplicated block id: 500
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (951:966)
 - timm/models/tresnet.py (268:283)

duplicated block id: 501
size: 13 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (482:508)
 - timm/models/vovnet.py (265:290)

duplicated block id: 502
size: 13 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:627)
 - timm/models/nextvit.py (563:589)

duplicated block id: 503
size: 13 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:525)
 - timm/models/nextvit.py (563:589)

duplicated block id: 504
size: 13 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (823:848)
 - timm/models/vovnet.py (265:290)

duplicated block id: 505
size: 13 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (560:585)
 - timm/models/swin_transformer.py (818:844)

duplicated block id: 506
size: 13 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:664)
 - timm/models/metaformer.py (601:627)

duplicated block id: 507
size: 13 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (419:444)
 - timm/models/swin_transformer_v2.py (863:888)

duplicated block id: 508
size: 13 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (482:508)
 - timm/models/rdnet.py (302:325)

duplicated block id: 509
size: 13 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (509:534)
 - timm/models/resnetv2.py (653:678)

duplicated block id: 510
size: 13 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (732:747)
 - timm/models/repvit.py (372:387)

duplicated block id: 511
size: 13 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:448)
 - timm/models/levit.py (638:664)

duplicated block id: 512
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:489)
 - timm/models/inception_next.py (353:379)

duplicated block id: 513
size: 13 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (211:223)
 - timm/models/_efficientnet_blocks.py (569:581)

duplicated block id: 514
size: 13 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (346:371)
 - timm/models/vovnet.py (265:290)

duplicated block id: 515
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:655)
 - timm/models/inception_next.py (353:379)

duplicated block id: 516
size: 13 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (636:651)
 - timm/models/repghost.py (341:356)

duplicated block id: 517
size: 13 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:512)
 - timm/models/levit.py (638:664)

duplicated block id: 518
size: 13 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (547:564)
 - timm/models/swin_transformer_v2_cr.py (861:878)

duplicated block id: 519
size: 13 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (324:339)
 - timm/models/shvit.py (372:387)

duplicated block id: 520
size: 13 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:379)
 - timm/models/levit.py (638:664)

duplicated block id: 521
size: 13 cleaned lines of code
in 2 files:
 - timm/models/davit.py (637:662)
 - timm/models/rexnet.py (346:371)

duplicated block id: 522
size: 13 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (341:356)
 - timm/models/repvit.py (372:387)

duplicated block id: 523
size: 13 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:538)
 - timm/models/nextvit.py (563:589)

duplicated block id: 524
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (515:530)
 - timm/models/ghostnet.py (732:747)

duplicated block id: 525
size: 13 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (544:559)
 - timm/models/inception_v4.py (324:339)

duplicated block id: 526
size: 13 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (388:405)
 - timm/models/swin_transformer_v2_cr.py (861:878)

duplicated block id: 527
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:784)
 - timm/models/nextvit.py (563:589)

duplicated block id: 528
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:784)
 - timm/models/levit.py (638:664)

duplicated block id: 529
size: 13 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1449:1474)
 - timm/models/swin_transformer_v2_cr.py (809:833)

duplicated block id: 530
size: 13 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (302:325)
 - timm/models/resnetv2.py (653:678)

duplicated block id: 531
size: 13 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (341:356)
 - timm/models/tiny_vit.py (575:590)

duplicated block id: 532
size: 13 cleaned lines of code
in 2 files:
 - timm/models/davit.py (637:662)
 - timm/models/vovnet.py (265:290)

duplicated block id: 533
size: 13 cleaned lines of code
in 2 files:
 - timm/layers/attention_pool2d.py (82:94)
 - timm/layers/attention_pool2d.py (213:225)

duplicated block id: 534
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:655)
 - timm/models/levit.py (638:664)

duplicated block id: 535
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (794:809)
 - timm/models/repghost.py (341:356)

duplicated block id: 536
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (461:486)
 - timm/models/swiftformer.py (431:456)

duplicated block id: 537
size: 13 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:379)
 - timm/models/nextvit.py (563:589)

duplicated block id: 538
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (86:98)
 - timm/models/efficientnet.py (356:368)

duplicated block id: 539
size: 13 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (147:161)
 - timm/models/_efficientnet_blocks.py (236:250)

duplicated block id: 540
size: 13 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (886:904)
 - timm/models/swiftformer.py (473:491)

duplicated block id: 541
size: 13 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:448)
 - timm/models/gcvit.py (499:525)

duplicated block id: 542
size: 13 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:448)
 - timm/models/efficientformer.py (463:489)

duplicated block id: 543
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (912:937)
 - timm/models/vovnet.py (265:290)

duplicated block id: 544
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (794:809)
 - timm/models/ghostnet.py (732:747)

duplicated block id: 545
size: 13 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1420:1445)
 - timm/models/rdnet.py (302:325)

duplicated block id: 546
size: 13 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (531:546)
 - timm/models/inception_v4.py (324:339)

duplicated block id: 547
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (912:937)
 - timm/models/resnetv2.py (653:678)

duplicated block id: 548
size: 13 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:448)
 - timm/models/metaformer.py (601:627)

duplicated block id: 549
size: 13 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:512)
 - timm/models/gcvit.py (499:525)

duplicated block id: 550
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1249:1274)
 - timm/models/maxxvit.py (1420:1445)

duplicated block id: 551
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1249:1274)
 - timm/models/vovnet.py (265:290)

duplicated block id: 552
size: 13 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1420:1445)
 - timm/models/vovnet.py (265:290)

duplicated block id: 553
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (515:530)
 - timm/models/repghost.py (341:356)

duplicated block id: 554
size: 13 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1249:1274)
 - timm/models/rexnet.py (346:371)

duplicated block id: 555
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:941)
 - timm/models/nextvit.py (563:589)

duplicated block id: 556
size: 13 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:666)
 - timm/models/gcvit.py (499:525)

duplicated block id: 557
size: 13 cleaned lines of code
in 2 files:
 - timm/data/naflex_loader.py (299:311)
 - timm/data/transforms_factory.py (472:484)

duplicated block id: 558
size: 13 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (794:809)
 - timm/models/tresnet.py (268:283)

duplicated block id: 559
size: 13 cleaned lines of code
in 2 files:
 - timm/layers/hybrid_embed.py (48:60)
 - timm/layers/hybrid_embed.py (154:166)

duplicated block id: 560
size: 13 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:666)
 - timm/models/metaformer.py (601:627)

duplicated block id: 561
size: 13 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (190:202)
 - timm/models/cspnet.py (230:242)

duplicated block id: 562
size: 13 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:512)
 - timm/models/metaformer.py (601:627)

duplicated block id: 563
size: 12 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:445)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 564
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:502)
 - timm/models/inception_next.py (353:376)

duplicated block id: 565
size: 12 cleaned lines of code
in 2 files:
 - validate.py (306:317)
 - validate.py (325:336)

duplicated block id: 566
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (509:525)
 - timm/models/mvitv2.py (888:904)

duplicated block id: 567
size: 12 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:624)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 568
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1275)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 569
size: 12 cleaned lines of code
in 2 files:
 - timm/scheduler/poly_lr.py (30:41)
 - timm/scheduler/tanh_lr.py (31:42)

duplicated block id: 570
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:652)
 - timm/models/starnet.py (167:190)

duplicated block id: 571
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:486)
 - timm/models/shvit.py (340:363)

duplicated block id: 572
size: 12 cleaned lines of code
in 2 files:
 - timm/models/deit.py (76:87)
 - timm/models/vision_transformer.py (748:759)

duplicated block id: 573
size: 12 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:624)
 - timm/models/shvit.py (340:363)

duplicated block id: 574
size: 12 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:522)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 575
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (328:342)
 - timm/models/ghostnet.py (733:747)

duplicated block id: 576
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1310)
 - timm/models/levit.py (689:703)

duplicated block id: 577
size: 12 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (36:68)
 - timm/models/swin_transformer_v2_cr.py (61:93)

duplicated block id: 578
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:781)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 579
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (325:339)
 - timm/models/tiny_vit.py (576:590)

duplicated block id: 580
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (325:339)
 - timm/models/repvit.py (373:387)

duplicated block id: 581
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:376)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 582
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:781)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 583
size: 12 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (183:194)
 - timm/optim/lion.py (224:235)

duplicated block id: 584
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:652)
 - timm/models/shvit.py (340:363)

duplicated block id: 585
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (516:530)
 - timm/models/inception_v4.py (325:339)

duplicated block id: 586
size: 12 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (532:546)
 - timm/models/tresnet.py (269:283)

duplicated block id: 587
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1248:1260)
 - timm/models/vision_transformer_sam.py (539:551)

duplicated block id: 588
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (951:965)
 - timm/models/rexnet.py (387:401)

duplicated block id: 589
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (390:405)
 - timm/models/mambaout.py (463:478)

duplicated block id: 590
size: 12 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:624)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 591
size: 12 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:535)
 - timm/models/starnet.py (167:190)

duplicated block id: 592
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:652)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 593
size: 12 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:360)
 - timm/models/shvit.py (340:363)

duplicated block id: 594
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:537)
 - timm/models/fastvit.py (1296:1310)

duplicated block id: 595
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (325:339)
 - timm/models/repghost.py (342:356)

duplicated block id: 596
size: 12 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:624)
 - timm/models/starnet.py (167:190)

duplicated block id: 597
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:318)
 - timm/models/fastvit.py (1252:1275)

duplicated block id: 598
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:486)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 599
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1310)
 - timm/models/repvit.py (380:394)

duplicated block id: 600
size: 12 cleaned lines of code
in 2 files:
 - timm/layers/layer_scale.py (5:19)
 - timm/models/vision_transformer.py (80:106)

duplicated block id: 601
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:502)
 - timm/models/metaformer.py (601:624)

duplicated block id: 602
size: 12 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (733:747)
 - timm/models/inception_next.py (386:400)

duplicated block id: 603
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (325:339)
 - timm/models/metaformer.py (637:651)

duplicated block id: 604
size: 12 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (420:431)
 - timm/models/rdnet.py (265:276)

duplicated block id: 605
size: 12 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (508:520)
 - timm/models/vision_transformer_sam.py (539:551)

duplicated block id: 606
size: 12 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:586)
 - timm/models/starnet.py (167:190)

duplicated block id: 607
size: 12 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (58:85)
 - timm/models/resnetv2.py (243:254)

duplicated block id: 608
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:652)
 - timm/models/fasternet.py (295:318)

duplicated block id: 609
size: 12 cleaned lines of code
in 2 files:
 - timm/data/dataset_factory.py (173:184)
 - timm/data/dataset_factory.py (189:200)

duplicated block id: 610
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:781)
 - timm/models/starnet.py (167:190)

duplicated block id: 611
size: 12 cleaned lines of code
in 2 files:
 - timm/models/davit.py (623:637)
 - timm/models/nextvit.py (546:560)

duplicated block id: 612
size: 12 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (839:853)
 - timm/models/mobilenetv3.py (966:980)

duplicated block id: 613
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:486)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 614
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:652)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 615
size: 12 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (888:904)
 - timm/models/nextvit.py (608:624)

duplicated block id: 616
size: 12 cleaned lines of code
in 2 files:
 - timm/models/convit.py (366:379)
 - timm/models/xcit.py (549:563)

duplicated block id: 617
size: 12 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (194:211)
 - timm/optim/nadamw.py (171:188)

duplicated block id: 618
size: 12 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:663)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 619
size: 12 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:661)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 620
size: 12 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (532:546)
 - timm/models/ghostnet.py (733:747)

duplicated block id: 621
size: 12 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:535)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 622
size: 12 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:663)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 623
size: 12 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:661)
 - timm/models/swin_transformer_v2_cr.py (826:849)

duplicated block id: 624
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:502)
 - timm/models/starnet.py (167:190)

duplicated block id: 625
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1310)
 - timm/models/mambaout.py (466:480)

duplicated block id: 626
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (325:339)
 - timm/models/vovnet.py (306:320)

duplicated block id: 627
size: 12 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (418:430)
 - timm/models/vision_transformer_sam.py (539:551)

duplicated block id: 628
size: 12 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:413)
 - timm/models/starnet.py (167:190)

duplicated block id: 629
size: 12 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (842:857)
 - timm/models/repghost.py (448:463)

duplicated block id: 630
size: 12 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (549:564)
 - timm/models/mambaout.py (463:478)

duplicated block id: 631
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:502)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 632
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (386:400)
 - timm/models/tresnet.py (269:283)

duplicated block id: 633
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (328:342)
 - timm/models/tresnet.py (269:283)

duplicated block id: 634
size: 12 cleaned lines of code
in 2 files:
 - timm/scheduler/cosine_lr.py (104:117)
 - timm/scheduler/poly_lr.py (100:113)

duplicated block id: 635
size: 12 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:661)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 636
size: 12 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:445)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 637
size: 12 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:663)
 - timm/models/fasternet.py (295:318)

duplicated block id: 638
size: 12 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:445)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 639
size: 12 cleaned lines of code
in 2 files:
 - timm/layers/attention_pool2d.py (63:76)
 - timm/layers/attention_pool2d.py (191:204)

duplicated block id: 640
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (911:923)
 - timm/models/vision_transformer_sam.py (539:551)

duplicated block id: 641
size: 12 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:663)
 - timm/models/starnet.py (167:190)

duplicated block id: 642
size: 12 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (200:211)
 - timm/models/sequencer.py (268:279)

duplicated block id: 643
size: 12 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (417:429)
 - timm/models/vision_transformer_sam.py (539:551)

duplicated block id: 644
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (325:339)
 - timm/models/tresnet.py (269:283)

duplicated block id: 645
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1310)
 - timm/models/pvt_v2.py (430:444)

duplicated block id: 646
size: 12 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (549:564)
 - timm/models/levit.py (686:701)

duplicated block id: 647
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:318)
 - timm/models/inception_next.py (353:376)

duplicated block id: 648
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (911:923)
 - timm/models/mambaout.py (417:429)

duplicated block id: 649
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:938)
 - timm/models/shvit.py (340:363)

duplicated block id: 650
size: 12 cleaned lines of code
in 2 files:
 - timm/models/twins.py (74:86)
 - timm/models/volo.py (229:241)

duplicated block id: 651
size: 12 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (373:387)
 - timm/models/tresnet.py (269:283)

duplicated block id: 652
size: 12 cleaned lines of code
in 2 files:
 - timm/models/convit.py (132:143)
 - timm/models/crossvit.py (83:95)

duplicated block id: 653
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (952:966)
 - timm/models/vovnet.py (306:320)

duplicated block id: 654
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (390:405)
 - timm/models/levit.py (686:701)

duplicated block id: 655
size: 12 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (733:747)
 - timm/models/shvit.py (373:387)

duplicated block id: 656
size: 12 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:360)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 657
size: 12 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:624)
 - timm/models/swin_transformer_v2_cr.py (826:849)

duplicated block id: 658
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:973)
 - timm/models/fastvit.py (1296:1310)

duplicated block id: 659
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:652)
 - timm/models/swin_transformer_v2_cr.py (826:849)

duplicated block id: 660
size: 12 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (545:559)
 - timm/models/tresnet.py (269:283)

duplicated block id: 661
size: 12 cleaned lines of code
in 2 files:
 - timm/models/cait.py (371:385)
 - timm/models/mlp_mixer.py (404:418)

duplicated block id: 662
size: 12 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:663)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 663
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:502)
 - timm/models/repvit.py (337:360)

duplicated block id: 664
size: 12 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (733:747)
 - timm/models/vovnet.py (306:320)

duplicated block id: 665
size: 12 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:509)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 666
size: 12 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (42:53)
 - timm/models/byoanet.py (117:128)

duplicated block id: 667
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:502)
 - timm/models/levit.py (638:661)

duplicated block id: 668
size: 12 cleaned lines of code
in 2 files:
 - timm/scheduler/cosine_lr.py (104:117)
 - timm/scheduler/tanh_lr.py (102:114)

duplicated block id: 669
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:318)
 - timm/models/nextvit.py (563:586)

duplicated block id: 670
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (521:533)
 - timm/models/efficientnet.py (688:700)

duplicated block id: 671
size: 12 cleaned lines of code
in 2 files:
 - timm/layers/weight_init.py (155:166)
 - timm/models/vision_transformer.py (1023:1034)

duplicated block id: 672
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:781)
 - timm/models/efficientvit_msra.py (479:502)

duplicated block id: 673
size: 12 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (532:546)
 - timm/models/repghost.py (342:356)

duplicated block id: 674
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:938)
 - timm/models/fasternet.py (295:318)

duplicated block id: 675
size: 12 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (733:747)
 - timm/models/hgnet.py (545:559)

duplicated block id: 676
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:376)
 - timm/models/swin_transformer_v2_cr.py (826:849)

duplicated block id: 677
size: 12 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:522)
 - timm/models/swin_transformer_v2_cr.py (826:849)

duplicated block id: 678
size: 12 cleaned lines of code
in 2 files:
 - timm/scheduler/cosine_lr.py (34:45)
 - timm/scheduler/tanh_lr.py (31:42)

duplicated block id: 679
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (754:766)
 - timm/models/vision_transformer_sam.py (539:551)

duplicated block id: 680
size: 12 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (340:363)
 - timm/models/starnet.py (167:190)

duplicated block id: 681
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1275)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 682
size: 12 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:413)
 - timm/models/repvit.py (337:360)

duplicated block id: 683
size: 12 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:624)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 684
size: 12 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (576:590)
 - timm/models/vovnet.py (306:320)

duplicated block id: 685
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (794:808)
 - timm/models/rexnet.py (387:401)

duplicated block id: 686
size: 12 cleaned lines of code
in 2 files:
 - timm/scheduler/cosine_lr.py (47:58)
 - timm/scheduler/step_lr.py (32:43)

duplicated block id: 687
size: 12 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (159:182)
 - timm/models/eva.py (125:148)

duplicated block id: 688
size: 12 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (373:387)
 - timm/models/xcit.py (424:438)

duplicated block id: 689
size: 12 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (232:243)
 - timm/models/byoanet.py (250:261)

duplicated block id: 690
size: 12 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (234:248)
 - timm/models/mobilenetv5.py (313:330)

duplicated block id: 691
size: 12 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (532:546)
 - timm/models/vovnet.py (306:320)

duplicated block id: 692
size: 12 cleaned lines of code
in 2 files:
 - timm/layers/hybrid_embed.py (138:149)
 - timm/layers/patch_embed.py (80:91)

duplicated block id: 693
size: 12 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:509)
 - timm/models/fasternet.py (295:318)

duplicated block id: 694
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:486)
 - timm/models/starnet.py (167:190)

duplicated block id: 695
size: 12 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:661)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 696
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:318)
 - timm/models/repvit.py (337:360)

duplicated block id: 697
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:376)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 698
size: 12 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:509)
 - timm/models/starnet.py (167:190)

duplicated block id: 699
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:652)
 - timm/models/efficientvit_msra.py (479:502)

duplicated block id: 700
size: 12 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:522)
 - timm/models/shvit.py (340:363)

duplicated block id: 701
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:376)
 - timm/models/shvit.py (340:363)

duplicated block id: 702
size: 12 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:509)
 - timm/models/shvit.py (340:363)

duplicated block id: 703
size: 12 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (341:355)
 - timm/models/rexnet.py (387:401)

duplicated block id: 704
size: 12 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (433:456)
 - timm/models/swin_transformer_v2_cr.py (826:849)

duplicated block id: 705
size: 12 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (711:726)
 - timm/models/byobnet.py (900:915)

duplicated block id: 706
size: 12 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (423:437)
 - timm/models/vovnet.py (306:320)

duplicated block id: 707
size: 12 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (545:559)
 - timm/models/repghost.py (342:356)

duplicated block id: 708
size: 12 cleaned lines of code
in 2 files:
 - timm/optim/mars.py (141:159)
 - timm/optim/rmsprop_tf.py (98:116)

duplicated block id: 709
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:938)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 710
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:781)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 711
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:486)
 - timm/models/efficientvit_msra.py (479:502)

duplicated block id: 712
size: 12 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (732:746)
 - timm/models/rexnet.py (387:401)

duplicated block id: 713
size: 12 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:663)
 - timm/models/efficientvit_msra.py (479:502)

duplicated block id: 714
size: 12 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (359:372)
 - timm/models/byobnet.py (494:507)

duplicated block id: 715
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:502)
 - timm/models/fastvit.py (1252:1275)

duplicated block id: 716
size: 12 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:535)
 - timm/models/shvit.py (340:363)

duplicated block id: 717
size: 12 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:445)
 - timm/models/starnet.py (167:190)

duplicated block id: 718
size: 12 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (167:190)
 - timm/models/swin_transformer_v2_cr.py (826:849)

duplicated block id: 719
size: 12 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:360)
 - timm/models/swin_transformer_v2_cr.py (826:849)

duplicated block id: 720
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1310)
 - timm/models/tiny_vit.py (583:597)

duplicated block id: 721
size: 12 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (433:456)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 722
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:318)
 - timm/models/levit.py (638:661)

duplicated block id: 723
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (386:400)
 - timm/models/vovnet.py (306:320)

duplicated block id: 724
size: 12 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:586)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 725
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:318)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 726
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:938)
 - timm/models/starnet.py (167:190)

duplicated block id: 727
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:502)
 - timm/models/gcvit.py (499:522)

duplicated block id: 728
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1275)
 - timm/models/shvit.py (340:363)

duplicated block id: 729
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:486)
 - timm/models/fasternet.py (295:318)

duplicated block id: 730
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1275)
 - timm/models/starnet.py (167:190)

duplicated block id: 731
size: 12 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (269:283)
 - timm/models/vovnet.py (306:320)

duplicated block id: 732
size: 12 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:586)
 - timm/models/swin_transformer_v2_cr.py (826:849)

duplicated block id: 733
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (672:688)
 - timm/models/mvitv2.py (888:904)

duplicated block id: 734
size: 12 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (340:363)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 735
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:376)
 - timm/models/starnet.py (167:190)

duplicated block id: 736
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (795:809)
 - timm/models/vovnet.py (306:320)

duplicated block id: 737
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:376)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 738
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:938)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 739
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:318)
 - timm/models/starnet.py (167:190)

duplicated block id: 740
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:781)
 - timm/models/fasternet.py (295:318)

duplicated block id: 741
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:816)
 - timm/models/fastvit.py (1296:1310)

duplicated block id: 742
size: 12 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (509:524)
 - timm/models/senet.py (330:345)

duplicated block id: 743
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:938)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 744
size: 12 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:509)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 745
size: 12 cleaned lines of code
in 2 files:
 - timm/models/xcit.py (149:160)
 - timm/models/xcit.py (245:256)

duplicated block id: 746
size: 12 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (423:437)
 - timm/models/repghost.py (342:356)

duplicated block id: 747
size: 12 cleaned lines of code
in 2 files:
 - timm/models/davit.py (636:648)
 - timm/models/vision_transformer_sam.py (539:551)

duplicated block id: 748
size: 12 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (423:437)
 - timm/models/tresnet.py (269:283)

duplicated block id: 749
size: 12 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:509)
 - timm/models/efficientvit_msra.py (479:502)

duplicated block id: 750
size: 12 cleaned lines of code
in 2 files:
 - timm/optim/laprop.py (66:84)
 - timm/optim/nvnovograd.py (66:84)

duplicated block id: 751
size: 12 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (373:387)
 - timm/models/vovnet.py (306:320)

duplicated block id: 752
size: 12 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:509)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 753
size: 12 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (420:431)
 - timm/models/davit.py (591:602)

duplicated block id: 754
size: 12 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:586)
 - timm/models/shvit.py (340:363)

duplicated block id: 755
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (386:400)
 - timm/models/repghost.py (342:356)

duplicated block id: 756
size: 12 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:445)
 - timm/models/efficientvit_msra.py (479:502)

duplicated block id: 757
size: 12 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:522)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 758
size: 12 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (301:313)
 - timm/models/vision_transformer_sam.py (539:551)

duplicated block id: 759
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (328:342)
 - timm/models/vovnet.py (306:320)

duplicated block id: 760
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:486)
 - timm/models/swin_transformer_v2_cr.py (826:849)

duplicated block id: 761
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:502)
 - timm/models/nextvit.py (563:586)

duplicated block id: 762
size: 12 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (637:651)
 - timm/models/vovnet.py (306:320)

duplicated block id: 763
size: 12 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:586)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 764
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:318)
 - timm/models/gcvit.py (499:522)

duplicated block id: 765
size: 12 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (733:747)
 - timm/models/pvt_v2.py (423:437)

duplicated block id: 766
size: 12 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:360)
 - timm/models/starnet.py (167:190)

duplicated block id: 767
size: 12 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:522)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 768
size: 12 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:445)
 - timm/models/shvit.py (340:363)

duplicated block id: 769
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (289:302)
 - timm/models/mobilenetv3.py (179:192)

duplicated block id: 770
size: 12 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:535)
 - timm/models/pvt_v2.py (390:413)

duplicated block id: 771
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1275)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 772
size: 12 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (683:696)
 - timm/models/mobilenetv3.py (179:192)

duplicated block id: 773
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:318)
 - timm/models/hgnet.py (512:535)

duplicated block id: 774
size: 12 cleaned lines of code
in 2 files:
 - timm/models/cait.py (296:309)
 - timm/models/convit.py (322:335)

duplicated block id: 775
size: 12 cleaned lines of code
in 2 files:
 - timm/scheduler/poly_lr.py (100:113)
 - timm/scheduler/tanh_lr.py (102:114)

duplicated block id: 776
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1310)
 - timm/models/metaformer.py (644:658)

duplicated block id: 777
size: 12 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (342:356)
 - timm/models/shvit.py (373:387)

duplicated block id: 778
size: 12 cleaned lines of code
in 2 files:
 - timm/optim/mars.py (141:159)
 - timm/optim/nvnovograd.py (66:84)

duplicated block id: 779
size: 12 cleaned lines of code
in 2 files:
 - timm/data/readers/reader_tfds.py (183:196)
 - timm/data/readers/reader_wds.py (337:350)

duplicated block id: 780
size: 12 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:413)
 - timm/models/swiftformer.py (433:456)

duplicated block id: 781
size: 12 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (377:391)
 - timm/models/ghostnet.py (460:474)

duplicated block id: 782
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:502)
 - timm/models/hgnet.py (512:535)

duplicated block id: 783
size: 12 cleaned lines of code
in 2 files:
 - timm/optim/nvnovograd.py (66:84)
 - timm/optim/rmsprop_tf.py (98:116)

duplicated block id: 784
size: 12 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (733:747)
 - timm/models/inception_v4.py (325:339)

duplicated block id: 785
size: 12 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (100:119)
 - timm/optim/nadamw.py (89:108)

duplicated block id: 786
size: 12 cleaned lines of code
in 2 files:
 - timm/scheduler/cosine_lr.py (47:58)
 - timm/scheduler/multistep_lr.py (27:38)

duplicated block id: 787
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (516:530)
 - timm/models/vovnet.py (306:320)

duplicated block id: 788
size: 12 cleaned lines of code
in 2 files:
 - timm/optim/laprop.py (66:84)
 - timm/optim/mars.py (141:159)

duplicated block id: 789
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (542:556)
 - timm/models/efficientformer_v2.py (705:719)

duplicated block id: 790
size: 12 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:661)
 - timm/models/shvit.py (340:363)

duplicated block id: 791
size: 12 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (373:387)
 - timm/models/vovnet.py (306:320)

duplicated block id: 792
size: 12 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (731:742)
 - timm/models/byobnet.py (920:931)

duplicated block id: 793
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (328:342)
 - timm/models/repghost.py (342:356)

duplicated block id: 794
size: 12 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1490:1504)
 - timm/models/resnetv2.py (727:766)

duplicated block id: 795
size: 12 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (167:190)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 796
size: 12 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:661)
 - timm/models/starnet.py (167:190)

duplicated block id: 797
size: 12 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:360)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 798
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (952:966)
 - timm/models/inception_v4.py (325:339)

duplicated block id: 799
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:781)
 - timm/models/shvit.py (340:363)

duplicated block id: 800
size: 12 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:663)
 - timm/models/shvit.py (340:363)

duplicated block id: 801
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (754:766)
 - timm/models/mambaout.py (417:429)

duplicated block id: 802
size: 12 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:318)
 - timm/models/metaformer.py (601:624)

duplicated block id: 803
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (977:989)
 - timm/models/efficientnet.py (1009:1021)

duplicated block id: 804
size: 12 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:535)
 - timm/models/tiny_vit.py (540:563)

duplicated block id: 805
size: 12 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:522)
 - timm/models/starnet.py (167:190)

duplicated block id: 806
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:938)
 - timm/models/efficientvit_msra.py (479:502)

duplicated block id: 807
size: 12 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (545:559)
 - timm/models/vovnet.py (306:320)

duplicated block id: 808
size: 12 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (288:312)
 - timm/models/nest.py (423:447)

duplicated block id: 809
size: 12 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (120:146)
 - timm/models/eva.py (78:105)

duplicated block id: 810
size: 12 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (342:356)
 - timm/models/vovnet.py (306:320)

duplicated block id: 811
size: 12 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (795:809)
 - timm/models/inception_v4.py (325:339)

duplicated block id: 812
size: 12 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (420:431)
 - timm/models/edgenext.py (379:390)

duplicated block id: 813
size: 12 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:445)
 - timm/models/fasternet.py (295:318)

duplicated block id: 814
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/maxxvit.py (1423:1445)

duplicated block id: 815
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (388:401)
 - timm/models/shvit.py (373:386)

duplicated block id: 816
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (656:678)
 - timm/models/tiny_vit.py (540:562)

duplicated block id: 817
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:243)
 - timm/models/mobilenetv5.py (263:286)

duplicated block id: 818
size: 11 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (566:581)
 - timm/models/vovnet.py (327:344)

duplicated block id: 819
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:640)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 820
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:937)
 - timm/models/tresnet.py (232:254)

duplicated block id: 821
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (473:483)
 - timm/models/vitamin.py (493:503)

duplicated block id: 822
size: 11 cleaned lines of code
in 2 files:
 - timm/models/coat.py (521:533)
 - timm/models/tnt.py (304:316)

duplicated block id: 823
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/regnet.py (711:733)

duplicated block id: 824
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 825
size: 11 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:444)
 - timm/models/tresnet.py (232:254)

duplicated block id: 826
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (473:483)
 - timm/models/vitamin.py (512:522)

duplicated block id: 827
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:585)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 828
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:937)
 - timm/models/resnet.py (617:640)

duplicated block id: 829
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 830
size: 11 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (534:547)
 - timm/models/mambaout.py (444:457)

duplicated block id: 831
size: 11 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (418:429)
 - timm/models/swin_transformer_v2_cr.py (823:834)

duplicated block id: 832
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/vovnet.py (268:290)

duplicated block id: 833
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (656:678)
 - timm/models/starnet.py (167:189)

duplicated block id: 834
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 835
size: 11 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (888:901)
 - timm/models/resnetv2.py (705:718)

duplicated block id: 836
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (294:306)
 - timm/models/coat.py (521:533)

duplicated block id: 837
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:585)
 - timm/models/rexnet.py (349:371)

duplicated block id: 838
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/pvt_v2.py (390:412)

duplicated block id: 839
size: 11 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:444)
 - timm/models/repghost.py (298:320)

duplicated block id: 840
size: 11 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (418:429)
 - timm/models/rexnet.py (346:357)

duplicated block id: 841
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:780)
 - timm/models/repghost.py (298:320)

duplicated block id: 842
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (473:483)
 - timm/models/vitamin.py (532:542)

duplicated block id: 843
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/vovnet.py (268:290)

duplicated block id: 844
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (375:385)
 - timm/models/repghost.py (173:183)

duplicated block id: 845
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/nest.py (425:447)

duplicated block id: 846
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1274)
 - timm/models/tresnet.py (232:254)

duplicated block id: 847
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (431:443)
 - timm/models/convit.py (367:379)

duplicated block id: 848
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_sam.py (540:551)
 - timm/models/vovnet.py (265:276)

duplicated block id: 849
size: 11 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (340:362)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 850
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/rdnet.py (305:325)

duplicated block id: 851
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (643:659)
 - timm/models/repghost.py (257:271)

duplicated block id: 852
size: 11 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1852:1862)
 - timm/models/byobnet.py (1880:1890)

duplicated block id: 853
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:585)
 - timm/models/repghost.py (298:320)

duplicated block id: 854
size: 11 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1852:1862)
 - timm/models/byobnet.py (1866:1876)

duplicated block id: 855
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/starnet.py (167:189)

duplicated block id: 856
size: 11 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:534)
 - timm/models/nest.py (425:447)

duplicated block id: 857
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 858
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 859
size: 11 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (340:362)
 - timm/models/tresnet.py (232:254)

duplicated block id: 860
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:78)
 - timm/optim/nadam.py (52:69)

duplicated block id: 861
size: 11 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:623)
 - timm/models/repghost.py (298:320)

duplicated block id: 862
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (433:455)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 863
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/nadam.py (52:69)
 - timm/optim/nvnovograd.py (66:83)

duplicated block id: 864
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (515:536)
 - timm/models/rexnet.py (318:347)

duplicated block id: 865
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/swin_transformer_v2_cr.py (826:848)

duplicated block id: 866
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (656:678)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 867
size: 11 cleaned lines of code
in 2 files:
 - timm/models/beit.py (183:193)
 - timm/models/eva.py (149:159)

duplicated block id: 868
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/rexnet.py (349:371)

duplicated block id: 869
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1274)
 - timm/models/pit.py (258:280)

duplicated block id: 870
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (402:414)
 - timm/models/tnt.py (418:430)

duplicated block id: 871
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/pit.py (258:280)

duplicated block id: 872
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:937)
 - timm/models/nest.py (425:447)

duplicated block id: 873
size: 11 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:662)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 874
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/tresnet.py (232:254)

duplicated block id: 875
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:640)
 - timm/models/swin_transformer_v2_cr.py (826:848)

duplicated block id: 876
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/nest.py (425:447)

duplicated block id: 877
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/repghost.py (298:320)

duplicated block id: 878
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:359)
 - timm/models/vovnet.py (268:290)

duplicated block id: 879
size: 11 cleaned lines of code
in 2 files:
 - timm/models/convit.py (242:252)
 - timm/models/xcit.py (289:299)

duplicated block id: 880
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/nest.py (425:447)

duplicated block id: 881
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:585)
 - timm/models/rdnet.py (305:325)

duplicated block id: 882
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:142)
 - timm/optim/nvnovograd.py (66:83)

duplicated block id: 883
size: 11 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:623)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 884
size: 11 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:733)
 - timm/models/shvit.py (340:362)

duplicated block id: 885
size: 11 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:623)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 886
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/vovnet.py (268:290)

duplicated block id: 887
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/pit.py (258:280)

duplicated block id: 888
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:780)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 889
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (739:751)
 - timm/models/tiny_vit.py (521:533)

duplicated block id: 890
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/maxxvit.py (1423:1445)

duplicated block id: 891
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 892
size: 11 cleaned lines of code
in 2 files:
 - timm/models/mobilevit.py (122:132)
 - timm/models/mobilevit.py (138:148)

duplicated block id: 893
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (433:455)
 - timm/models/tresnet.py (232:254)

duplicated block id: 894
size: 11 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:508)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 895
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/swin_transformer_v2_cr.py (826:848)

duplicated block id: 896
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (162:172)
 - timm/models/xcit.py (245:255)

duplicated block id: 897
size: 11 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:733)
 - timm/models/starnet.py (167:189)

duplicated block id: 898
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:640)
 - timm/models/starnet.py (167:189)

duplicated block id: 899
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:78)
 - timm/optim/nvnovograd.py (66:83)

duplicated block id: 900
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (162:172)
 - timm/models/xcit.py (149:159)

duplicated block id: 901
size: 11 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2087:2097)
 - timm/models/byobnet.py (2161:2171)

duplicated block id: 902
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/metaformer.py (601:623)

duplicated block id: 903
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/pit.py (258:280)

duplicated block id: 904
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (423:436)
 - timm/models/rexnet.py (388:401)

duplicated block id: 905
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/tresnet.py (232:254)

duplicated block id: 906
size: 11 cleaned lines of code
in 2 files:
 - timm/models/eva.py (772:784)
 - timm/models/tnt.py (418:430)

duplicated block id: 907
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 908
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/shvit.py (340:362)

duplicated block id: 909
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/swin_transformer_v2_cr.py (826:848)

duplicated block id: 910
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (705:718)
 - timm/models/swiftformer.py (475:488)

duplicated block id: 911
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (74:84)
 - timm/models/crossvit.py (125:135)

duplicated block id: 912
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/maxxvit.py (1423:1445)

duplicated block id: 913
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/repvit.py (337:359)

duplicated block id: 914
size: 11 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:508)
 - timm/models/resnet.py (617:640)

duplicated block id: 915
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:937)
 - timm/models/pit.py (258:280)

duplicated block id: 916
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/tiny_vit.py (540:562)

duplicated block id: 917
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (325:338)
 - timm/models/rexnet.py (388:401)

duplicated block id: 918
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 919
size: 11 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:623)
 - timm/models/nest.py (425:447)

duplicated block id: 920
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (658:671)
 - timm/models/rexnet.py (389:402)

duplicated block id: 921
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 922
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:412)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 923
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/regnet.py (711:733)

duplicated block id: 924
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:780)
 - timm/models/regnet.py (711:733)

duplicated block id: 925
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:937)
 - timm/models/ghostnet.py (689:711)

duplicated block id: 926
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/resnet.py (617:640)

duplicated block id: 927
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/nextvit.py (563:585)

duplicated block id: 928
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:412)
 - timm/models/resnet.py (617:640)

duplicated block id: 929
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/tresnet.py (232:254)

duplicated block id: 930
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 931
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (521:534)
 - timm/models/mambaout.py (444:457)

duplicated block id: 932
size: 11 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:444)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 933
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (349:371)
 - timm/models/starnet.py (167:189)

duplicated block id: 934
size: 11 cleaned lines of code
in 2 files:
 - timm/models/coat.py (521:533)
 - timm/models/crossvit.py (380:392)

duplicated block id: 935
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1420:1431)
 - timm/models/vision_transformer_sam.py (540:551)

duplicated block id: 936
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:122)
 - timm/optim/nadam.py (52:69)

duplicated block id: 937
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 938
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (289:300)
 - timm/models/vision_transformer_relpos.py (186:197)

duplicated block id: 939
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 940
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/resnet.py (617:640)

duplicated block id: 941
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/starnet.py (167:189)

duplicated block id: 942
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 943
size: 11 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (181:192)
 - timm/models/repghost.py (294:305)

duplicated block id: 944
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/swiftformer.py (433:455)

duplicated block id: 945
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/tresnet.py (232:254)

duplicated block id: 946
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:325)
 - timm/models/repvit.py (337:359)

duplicated block id: 947
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:359)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 948
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/repvit.py (337:359)

duplicated block id: 949
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/regnet.py (711:733)

duplicated block id: 950
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:412)
 - timm/models/repghost.py (298:320)

duplicated block id: 951
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/pit.py (258:280)

duplicated block id: 952
size: 11 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (371:383)
 - timm/layers/norm_act.py (399:411)

duplicated block id: 953
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/vovnet.py (268:290)

duplicated block id: 954
size: 11 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:662)
 - timm/models/ghostnet.py (689:711)

duplicated block id: 955
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (92:102)
 - timm/models/xcit.py (149:159)

duplicated block id: 956
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:780)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 957
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/tresnet.py (232:254)

duplicated block id: 958
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/rexnet.py (349:371)

duplicated block id: 959
size: 11 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (716:726)
 - timm/models/hieradet_sam2.py (468:478)

duplicated block id: 960
size: 11 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:444)
 - timm/models/nest.py (425:447)

duplicated block id: 961
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/maxxvit.py (1423:1445)

duplicated block id: 962
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/rdnet.py (305:325)

duplicated block id: 963
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/vovnet.py (268:290)

duplicated block id: 964
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:243)
 - timm/models/mobilenetv3.py (185:208)

duplicated block id: 965
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (493:503)
 - timm/models/vitamin.py (512:522)

duplicated block id: 966
size: 11 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:444)
 - timm/models/resnet.py (617:640)

duplicated block id: 967
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (493:503)
 - timm/models/vitamin.py (532:542)

duplicated block id: 968
size: 11 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:534)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 969
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/pvt_v2.py (390:412)

duplicated block id: 970
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/regnet.py (711:733)

duplicated block id: 971
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:412)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 972
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (739:751)
 - timm/models/efficientvit_msra.py (453:465)

duplicated block id: 973
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:78)
 - timm/optim/laprop.py (66:83)

duplicated block id: 974
size: 11 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (340:362)
 - timm/models/vovnet.py (268:290)

duplicated block id: 975
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:359)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 976
size: 11 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (56:66)
 - timm/models/mobilenetv5.py (124:134)

duplicated block id: 977
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/swiftformer.py (433:455)

duplicated block id: 978
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (92:102)
 - timm/models/xcit.py (245:255)

duplicated block id: 979
size: 11 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (418:429)
 - timm/models/resnetv2.py (653:664)

duplicated block id: 980
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:780)
 - timm/models/tresnet.py (232:254)

duplicated block id: 981
size: 11 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (167:189)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 982
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:359)
 - timm/models/tresnet.py (232:254)

duplicated block id: 983
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/pvt_v2.py (390:412)

duplicated block id: 984
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (162:172)
 - timm/models/coat.py (170:180)

duplicated block id: 985
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (511:524)
 - timm/models/pnasnet.py (301:314)

duplicated block id: 986
size: 11 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (380:392)
 - timm/models/tnt.py (304:316)

duplicated block id: 987
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/tiny_vit.py (540:562)

duplicated block id: 988
size: 11 cleaned lines of code
in 2 files:
 - timm/models/coat.py (170:180)
 - timm/models/crossvit.py (125:135)

duplicated block id: 989
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/pvt_v2.py (390:412)

duplicated block id: 990
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:412)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 991
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (257:269)
 - timm/models/swiftformer.py (391:403)

duplicated block id: 992
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/rexnet.py (349:371)

duplicated block id: 993
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/pit.py (258:280)

duplicated block id: 994
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/nest.py (425:447)

duplicated block id: 995
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (74:84)
 - timm/models/cait.py (162:172)

duplicated block id: 996
size: 11 cleaned lines of code
in 2 files:
 - timm/scheduler/cosine_lr.py (75:86)
 - timm/scheduler/step_lr.py (50:61)

duplicated block id: 997
size: 11 cleaned lines of code
in 2 files:
 - timm/models/eva.py (765:780)
 - timm/models/twins.py (455:470)

duplicated block id: 998
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:780)
 - timm/models/pit.py (258:280)

duplicated block id: 999
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/rdnet.py (305:325)

duplicated block id: 1000
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (896:908)
 - timm/models/efficientvit_msra.py (453:465)

duplicated block id: 1001
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/tiny_vit.py (540:562)

duplicated block id: 1002
size: 11 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:733)
 - timm/models/repghost.py (298:320)

duplicated block id: 1003
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1004
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (826:848)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1005
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:78)
 - timm/optim/mars.py (141:158)

duplicated block id: 1006
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/nest.py (425:447)

duplicated block id: 1007
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pnasnet.py (301:314)
 - timm/models/senet.py (332:345)

duplicated block id: 1008
size: 11 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:662)
 - timm/models/resnet.py (617:640)

duplicated block id: 1009
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:937)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 1010
size: 11 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:508)
 - timm/models/ghostnet.py (689:711)

duplicated block id: 1011
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (720:731)
 - timm/models/efficientvit_mit.py (875:886)

duplicated block id: 1012
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (162:172)
 - timm/models/crossvit.py (125:135)

duplicated block id: 1013
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:325)
 - timm/models/shvit.py (340:362)

duplicated block id: 1014
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 1015
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/starnet.py (167:189)

duplicated block id: 1016
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:142)
 - timm/optim/nadam.py (52:69)

duplicated block id: 1017
size: 11 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (167:189)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1018
size: 11 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:662)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 1019
size: 11 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (109:121)
 - timm/layers/evo_norm.py (221:233)

duplicated block id: 1020
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/rdnet.py (305:325)

duplicated block id: 1021
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (345:367)
 - timm/models/vision_transformer_relpos.py (395:420)

duplicated block id: 1022
size: 11 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (232:254)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1023
size: 11 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:444)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 1024
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/repghost.py (298:320)

duplicated block id: 1025
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1026
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/metaformer.py (601:623)

duplicated block id: 1027
size: 11 cleaned lines of code
in 2 files:
 - timm/layers/pos_embed_sincos.py (346:356)
 - timm/layers/pos_embed_sincos.py (441:451)

duplicated block id: 1028
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/nextvit.py (563:585)

duplicated block id: 1029
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/regnet.py (711:733)

duplicated block id: 1030
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:780)
 - timm/models/ghostnet.py (689:711)

duplicated block id: 1031
size: 11 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:623)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 1032
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 1033
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/pit.py (258:280)

duplicated block id: 1034
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (656:678)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1035
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1036
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:122)
 - timm/optim/mars.py (141:158)

duplicated block id: 1037
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/starnet.py (167:189)

duplicated block id: 1038
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1039
size: 11 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (482:493)
 - timm/models/mambaout.py (418:429)

duplicated block id: 1040
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/repghost.py (298:320)

duplicated block id: 1041
size: 11 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:662)
 - timm/models/repghost.py (298:320)

duplicated block id: 1042
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/repghost.py (298:320)

duplicated block id: 1043
size: 11 cleaned lines of code
in 2 files:
 - timm/models/beit.py (579:606)
 - timm/models/cait.py (345:367)

duplicated block id: 1044
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 1045
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/rdnet.py (305:325)

duplicated block id: 1046
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/shvit.py (340:362)

duplicated block id: 1047
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:780)
 - timm/models/resnet.py (617:640)

duplicated block id: 1048
size: 11 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:534)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1049
size: 11 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:534)
 - timm/models/resnet.py (617:640)

duplicated block id: 1050
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/starnet.py (167:189)

duplicated block id: 1051
size: 11 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1372:1382)
 - timm/models/eva.py (1448:1458)

duplicated block id: 1052
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1053
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/maxxvit.py (1423:1445)

duplicated block id: 1054
size: 11 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (418:429)
 - timm/models/maxxvit.py (1420:1431)

duplicated block id: 1055
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/repghost.py (298:320)

duplicated block id: 1056
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (349:371)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1057
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/nextvit.py (563:585)

duplicated block id: 1058
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:325)
 - timm/models/resnet.py (617:640)

duplicated block id: 1059
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (433:455)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1060
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1061
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:412)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1062
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:412)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1063
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1064
size: 11 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:623)
 - timm/models/regnet.py (711:733)

duplicated block id: 1065
size: 11 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:623)
 - timm/models/rdnet.py (305:325)

duplicated block id: 1066
size: 11 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (418:430)
 - timm/models/xcit.py (509:521)

duplicated block id: 1067
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:142)
 - timm/optim/laprop.py (66:83)

duplicated block id: 1068
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 1069
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/repvit.py (337:359)

duplicated block id: 1070
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/repvit.py (337:359)

duplicated block id: 1071
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/resnet.py (617:640)

duplicated block id: 1072
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1274)
 - timm/models/repghost.py (298:320)

duplicated block id: 1073
size: 11 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:508)
 - timm/models/repghost.py (298:320)

duplicated block id: 1074
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1075
size: 11 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (274:286)
 - timm/layers/evo_norm.py (323:335)

duplicated block id: 1076
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/pit.py (258:280)

duplicated block id: 1077
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:142)
 - timm/optim/rmsprop_tf.py (98:115)

duplicated block id: 1078
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (532:545)
 - timm/models/rexnet.py (388:401)

duplicated block id: 1079
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1080
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/repvit.py (337:359)

duplicated block id: 1081
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:325)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1082
size: 11 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (540:562)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1083
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (866:888)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1084
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/hgnet.py (512:534)

duplicated block id: 1085
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/ghostnet.py (689:711)

duplicated block id: 1086
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1087
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (161:172)
 - timm/optim/nadamw.py (140:151)

duplicated block id: 1088
size: 11 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (340:362)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 1089
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:325)
 - timm/models/tiny_vit.py (540:562)

duplicated block id: 1090
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1091
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1092
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/resnet.py (617:640)

duplicated block id: 1093
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:780)
 - timm/models/nest.py (425:447)

duplicated block id: 1094
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:325)
 - timm/models/repghost.py (298:320)

duplicated block id: 1095
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/resnet.py (617:640)

duplicated block id: 1096
size: 11 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1836:1846)
 - timm/models/byobnet.py (1852:1862)

duplicated block id: 1097
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/nest.py (425:447)

duplicated block id: 1098
size: 11 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1836:1846)
 - timm/models/byobnet.py (1866:1876)

duplicated block id: 1099
size: 11 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1836:1846)
 - timm/models/byobnet.py (1880:1890)

duplicated block id: 1100
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/shvit.py (340:362)

duplicated block id: 1101
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (454:464)
 - timm/models/vitamin.py (512:522)

duplicated block id: 1102
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:640)
 - timm/models/tiny_vit.py (540:562)

duplicated block id: 1103
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:359)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1104
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 1105
size: 11 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:623)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1106
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/lars.py (75:91)
 - timm/optim/sgdp.py (44:55)

duplicated block id: 1107
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (896:908)
 - timm/models/tiny_vit.py (521:533)

duplicated block id: 1108
size: 11 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:623)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1109
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/regnet.py (711:733)

duplicated block id: 1110
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (656:678)
 - timm/models/swiftformer.py (433:455)

duplicated block id: 1111
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/starnet.py (167:189)

duplicated block id: 1112
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:142)
 - timm/optim/mars.py (141:158)

duplicated block id: 1113
size: 11 cleaned lines of code
in 2 files:
 - timm/models/volo.py (574:604)
 - timm/models/volo.py (624:651)

duplicated block id: 1114
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 1115
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (705:718)
 - timm/models/starnet.py (212:225)

duplicated block id: 1116
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:359)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1117
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (454:464)
 - timm/models/vitamin.py (493:503)

duplicated block id: 1118
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (454:464)
 - timm/models/vitamin.py (473:483)

duplicated block id: 1119
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/shvit.py (340:362)

duplicated block id: 1120
size: 11 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (125:135)
 - timm/models/xcit.py (149:159)

duplicated block id: 1121
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/pit.py (258:280)

duplicated block id: 1122
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/swiftformer.py (433:455)

duplicated block id: 1123
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:325)
 - timm/models/regnet.py (711:733)

duplicated block id: 1124
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/maxxvit.py (1423:1445)

duplicated block id: 1125
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 1126
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 1127
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (415:425)
 - timm/models/vitamin.py (532:542)

duplicated block id: 1128
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/shvit.py (340:362)

duplicated block id: 1129
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1274)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1130
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (415:425)
 - timm/models/vitamin.py (512:522)

duplicated block id: 1131
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/resnet.py (617:640)

duplicated block id: 1132
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (653:664)
 - timm/models/vision_transformer_sam.py (540:551)

duplicated block id: 1133
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/laprop.py (66:83)
 - timm/optim/nadam.py (52:69)

duplicated block id: 1134
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:585)
 - timm/models/pit.py (258:280)

duplicated block id: 1135
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 1136
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1274)
 - timm/models/regnet.py (711:733)

duplicated block id: 1137
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (349:371)
 - timm/models/tiny_vit.py (540:562)

duplicated block id: 1138
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (388:401)
 - timm/models/vovnet.py (306:319)

duplicated block id: 1139
size: 11 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:534)
 - timm/models/regnet.py (711:733)

duplicated block id: 1140
size: 11 cleaned lines of code
in 2 files:
 - timm/scheduler/poly_lr.py (71:82)
 - timm/scheduler/step_lr.py (50:61)

duplicated block id: 1141
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1142
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1274)
 - timm/models/nest.py (425:447)

duplicated block id: 1143
size: 11 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:534)
 - timm/models/pit.py (258:280)

duplicated block id: 1144
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1145
size: 11 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (418:429)
 - timm/models/vovnet.py (265:276)

duplicated block id: 1146
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (821:844)
 - timm/models/swin_transformer_v2_cr.py (826:848)

duplicated block id: 1147
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 1148
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1274)
 - timm/models/ghostnet.py (689:711)

duplicated block id: 1149
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:585)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1150
size: 11 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:444)
 - timm/models/ghostnet.py (689:711)

duplicated block id: 1151
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/swiftformer.py (433:455)

duplicated block id: 1152
size: 11 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (259:270)
 - timm/models/repghost.py (294:305)

duplicated block id: 1153
size: 11 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:623)
 - timm/models/resnet.py (617:640)

duplicated block id: 1154
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/swin_transformer_v2_cr.py (826:848)

duplicated block id: 1155
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/levit.py (638:660)

duplicated block id: 1156
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:122)
 - timm/optim/adamp.py (66:78)

duplicated block id: 1157
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (387:398)
 - timm/models/xcit.py (438:449)

duplicated block id: 1158
size: 11 cleaned lines of code
in 2 files:
 - timm/layers/conv2d_same.py (34:44)
 - timm/layers/conv2d_same.py (64:74)

duplicated block id: 1159
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (149:159)
 - timm/models/vision_transformer.py (203:213)

duplicated block id: 1160
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 1161
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/regnet.py (711:733)

duplicated block id: 1162
size: 11 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (387:397)
 - timm/layers/norm_act.py (443:453)

duplicated block id: 1163
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1164
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (415:425)
 - timm/models/vitamin.py (434:444)

duplicated block id: 1165
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 1166
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (415:425)
 - timm/models/vitamin.py (454:464)

duplicated block id: 1167
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (415:425)
 - timm/models/vitamin.py (473:483)

duplicated block id: 1168
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:122)
 - timm/optim/nvnovograd.py (66:83)

duplicated block id: 1169
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (317:327)
 - timm/models/resnetv2.py (347:357)

duplicated block id: 1170
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/resnet.py (617:640)

duplicated block id: 1171
size: 11 cleaned lines of code
in 2 files:
 - timm/models/coat.py (170:180)
 - timm/models/xcit.py (149:159)

duplicated block id: 1172
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (74:84)
 - timm/models/coat.py (170:180)

duplicated block id: 1173
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/resnet.py (617:640)

duplicated block id: 1174
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (448:459)
 - timm/models/mobilenetv3.py (471:482)

duplicated block id: 1175
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (866:888)
 - timm/models/tiny_vit.py (540:562)

duplicated block id: 1176
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/levit.py (638:660)

duplicated block id: 1177
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:640)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1178
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1179
size: 11 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:733)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 1180
size: 11 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:662)
 - timm/models/nest.py (425:447)

duplicated block id: 1181
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 1182
size: 11 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:733)
 - timm/models/repvit.py (337:359)

duplicated block id: 1183
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (434:444)
 - timm/models/vitamin.py (493:503)

duplicated block id: 1184
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/tiny_vit.py (540:562)

duplicated block id: 1185
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (434:444)
 - timm/models/vitamin.py (454:464)

duplicated block id: 1186
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (434:444)
 - timm/models/vitamin.py (473:483)

duplicated block id: 1187
size: 11 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:534)
 - timm/models/repghost.py (298:320)

duplicated block id: 1188
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (74:84)
 - timm/models/xcit.py (149:159)

duplicated block id: 1189
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (980:994)
 - timm/models/inception_next.py (411:425)

duplicated block id: 1190
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1191
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (346:357)
 - timm/models/vision_transformer_sam.py (540:551)

duplicated block id: 1192
size: 11 cleaned lines of code
in 2 files:
 - timm/models/twins.py (455:470)
 - timm/models/vision_transformer_relpos.py (451:466)

duplicated block id: 1193
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/maxxvit.py (1423:1445)

duplicated block id: 1194
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1195
size: 11 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1939:1949)
 - timm/models/byobnet.py (2025:2035)

duplicated block id: 1196
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1197
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1274)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 1198
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (431:443)
 - timm/models/xcit.py (551:563)

duplicated block id: 1199
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/shvit.py (340:362)

duplicated block id: 1200
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (434:444)
 - timm/models/vitamin.py (532:542)

duplicated block id: 1201
size: 11 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:508)
 - timm/models/pit.py (258:280)

duplicated block id: 1202
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/resnet.py (617:640)

duplicated block id: 1203
size: 11 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:662)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1204
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:412)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1205
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/ghostnet.py (689:711)

duplicated block id: 1206
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (207:217)
 - timm/models/convit.py (242:252)

duplicated block id: 1207
size: 11 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (322:334)
 - timm/layers/filter_response_norm.py (53:65)

duplicated block id: 1208
size: 11 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:662)
 - timm/models/pit.py (258:280)

duplicated block id: 1209
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1467:1481)
 - timm/models/mvitv2.py (886:900)

duplicated block id: 1210
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1211
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1274)
 - timm/models/resnet.py (617:640)

duplicated block id: 1212
size: 11 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:733)
 - timm/models/swin_transformer_v2_cr.py (826:848)

duplicated block id: 1213
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:142)
 - timm/optim/adamp.py (66:78)

duplicated block id: 1214
size: 11 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:508)
 - timm/models/nest.py (425:447)

duplicated block id: 1215
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/nextvit.py (563:585)

duplicated block id: 1216
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (74:84)
 - timm/models/nest.py (92:102)

duplicated block id: 1217
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/pvt_v2.py (390:412)

duplicated block id: 1218
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/repghost.py (298:320)

duplicated block id: 1219
size: 11 cleaned lines of code
in 2 files:
 - timm/models/beit.py (369:379)
 - timm/models/eva.py (405:415)

duplicated block id: 1220
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1221
size: 11 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:733)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1222
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:640)
 - timm/models/shvit.py (340:362)

duplicated block id: 1223
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/nest.py (425:447)

duplicated block id: 1224
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (349:371)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1225
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/nadam.py (52:69)
 - timm/optim/rmsprop_tf.py (98:115)

duplicated block id: 1226
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/regnet.py (711:733)

duplicated block id: 1227
size: 11 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1866:1876)
 - timm/models/byobnet.py (1880:1890)

duplicated block id: 1228
size: 11 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:623)
 - timm/models/pit.py (258:280)

duplicated block id: 1229
size: 11 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1923:1933)
 - timm/models/byobnet.py (2008:2018)

duplicated block id: 1230
size: 11 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (418:430)
 - timm/models/vision_transformer_relpos.py (458:470)

duplicated block id: 1231
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (349:371)
 - timm/models/shvit.py (340:362)

duplicated block id: 1232
size: 11 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:508)
 - timm/models/regnet.py (711:733)

duplicated block id: 1233
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/regnet.py (711:733)

duplicated block id: 1234
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (948:959)
 - timm/models/swin_transformer_v2.py (992:1003)

duplicated block id: 1235
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1236
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (433:455)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1237
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 1238
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/repghost.py (298:320)

duplicated block id: 1239
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/mars.py (141:158)
 - timm/optim/nadam.py (52:69)

duplicated block id: 1240
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/tiny_vit.py (540:562)

duplicated block id: 1241
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:325)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1242
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (375:388)
 - timm/models/mambaout.py (444:457)

duplicated block id: 1243
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/rdnet.py (305:325)

duplicated block id: 1244
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1245
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/swin_transformer_v2_cr.py (826:848)

duplicated block id: 1246
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1247
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/nest.py (425:447)

duplicated block id: 1248
size: 11 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:508)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1249
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/rexnet.py (349:371)

duplicated block id: 1250
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (821:844)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1251
size: 11 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1960:1970)
 - timm/models/byobnet.py (1977:1987)

duplicated block id: 1252
size: 11 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (418:429)
 - timm/models/swin_transformer_v2.py (863:874)

duplicated block id: 1253
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/repghost.py (298:320)

duplicated block id: 1254
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/resnet.py (617:640)

duplicated block id: 1255
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:640)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1256
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (294:306)
 - timm/models/tnt.py (304:316)

duplicated block id: 1257
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/repvit.py (337:359)

duplicated block id: 1258
size: 11 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:534)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1259
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:320)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 1260
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/rdnet.py (305:325)

duplicated block id: 1261
size: 11 cleaned lines of code
in 2 files:
 - timm/data/distributed_sampler.py (23:33)
 - timm/data/distributed_sampler.py (75:85)

duplicated block id: 1262
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:122)
 - timm/optim/laprop.py (66:83)

duplicated block id: 1263
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (395:405)
 - timm/models/vitamin.py (512:522)

duplicated block id: 1264
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/rdnet.py (305:325)

duplicated block id: 1265
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (294:306)
 - timm/models/crossvit.py (380:392)

duplicated block id: 1266
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/swiftformer.py (433:455)

duplicated block id: 1267
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 1268
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (395:405)
 - timm/models/vitamin.py (532:542)

duplicated block id: 1269
size: 11 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (167:189)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1270
size: 11 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:444)
 - timm/models/pit.py (258:280)

duplicated block id: 1271
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (328:341)
 - timm/models/rexnet.py (388:401)

duplicated block id: 1272
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/resnet.py (617:640)

duplicated block id: 1273
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:937)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1274
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (386:399)
 - timm/models/rexnet.py (388:401)

duplicated block id: 1275
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (512:522)
 - timm/models/vitamin.py (532:542)

duplicated block id: 1276
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 1277
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/regnet.py (711:733)

duplicated block id: 1278
size: 11 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1392:1402)
 - timm/models/eva.py (1468:1478)

duplicated block id: 1279
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (395:405)
 - timm/models/vitamin.py (415:425)

duplicated block id: 1280
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:78)
 - timm/optim/rmsprop_tf.py (98:115)

duplicated block id: 1281
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/repghost.py (298:320)

duplicated block id: 1282
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/nest.py (425:447)

duplicated block id: 1283
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 1284
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (863:874)
 - timm/models/vision_transformer_sam.py (540:551)

duplicated block id: 1285
size: 11 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (125:135)
 - timm/models/xcit.py (245:255)

duplicated block id: 1286
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (395:405)
 - timm/models/vitamin.py (454:464)

duplicated block id: 1287
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/pit.py (258:280)

duplicated block id: 1288
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (395:405)
 - timm/models/vitamin.py (434:444)

duplicated block id: 1289
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:325)
 - timm/models/starnet.py (167:189)

duplicated block id: 1290
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (395:405)
 - timm/models/vitamin.py (493:503)

duplicated block id: 1291
size: 11 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:359)
 - timm/models/resnet.py (617:640)

duplicated block id: 1292
size: 11 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:122)
 - timm/optim/rmsprop_tf.py (98:115)

duplicated block id: 1293
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (481:494)
 - timm/models/mvitv2.py (816:829)

duplicated block id: 1294
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1295
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1296
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:937)
 - timm/models/repghost.py (298:320)

duplicated block id: 1297
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1298
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (349:371)
 - timm/models/swiftformer.py (433:455)

duplicated block id: 1299
size: 11 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (399:411)
 - timm/models/starnet.py (243:255)

duplicated block id: 1300
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 1301
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1302
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (162:172)
 - timm/models/nest.py (92:102)

duplicated block id: 1303
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:640)
 - timm/models/swin_transformer.py (821:844)

duplicated block id: 1304
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 1305
size: 11 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2013:2023)
 - timm/models/byobnet.py (2030:2040)

duplicated block id: 1306
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/inception_v4.py (290:312)

duplicated block id: 1307
size: 11 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (545:558)
 - timm/models/rexnet.py (388:401)

duplicated block id: 1308
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/regnet.py (711:733)

duplicated block id: 1309
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1310
size: 11 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:662)
 - timm/models/regnet.py (711:733)

duplicated block id: 1311
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/tiny_vit.py (540:562)

duplicated block id: 1312
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:585)
 - timm/models/resnet.py (617:640)

duplicated block id: 1313
size: 11 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (571:581)
 - timm/models/vitamin.py (590:600)

duplicated block id: 1314
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:501)
 - timm/models/pit.py (258:280)

duplicated block id: 1315
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/regnet.py (711:733)

duplicated block id: 1316
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1317
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/pit.py (258:280)

duplicated block id: 1318
size: 11 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:444)
 - timm/models/regnet.py (711:733)

duplicated block id: 1319
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:280)
 - timm/models/swiftformer.py (433:455)

duplicated block id: 1320
size: 11 cleaned lines of code
in 2 files:
 - timm/models/coat.py (170:180)
 - timm/models/xcit.py (245:255)

duplicated block id: 1321
size: 11 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:521)
 - timm/models/ghostnet.py (689:711)

duplicated block id: 1322
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:937)
 - timm/models/regnet.py (711:733)

duplicated block id: 1323
size: 11 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (823:834)
 - timm/models/vision_transformer_sam.py (540:551)

duplicated block id: 1324
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1325
size: 11 cleaned lines of code
in 2 files:
 - timm/models/coat.py (170:180)
 - timm/models/nest.py (92:102)

duplicated block id: 1326
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/inception_next.py (353:375)

duplicated block id: 1327
size: 11 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:711)
 - timm/models/metaformer.py (601:623)

duplicated block id: 1328
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:651)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 1329
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:585)
 - timm/models/resnetv2.py (656:678)

duplicated block id: 1330
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:412)
 - timm/models/regnet.py (711:733)

duplicated block id: 1331
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:640)
 - timm/models/swiftformer.py (433:455)

duplicated block id: 1332
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/resnet.py (617:640)

duplicated block id: 1333
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:312)
 - timm/models/maxxvit.py (1423:1445)

duplicated block id: 1334
size: 11 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:325)
 - timm/models/swiftformer.py (433:455)

duplicated block id: 1335
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (74:84)
 - timm/models/xcit.py (245:255)

duplicated block id: 1336
size: 11 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1445)
 - timm/models/resnet.py (617:640)

duplicated block id: 1337
size: 11 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:447)
 - timm/models/repghost.py (298:320)

duplicated block id: 1338
size: 11 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:733)
 - timm/models/swiftformer.py (433:455)

duplicated block id: 1339
size: 11 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:485)
 - timm/models/ghostnet.py (689:711)

duplicated block id: 1340
size: 11 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (656:678)
 - timm/models/shvit.py (340:362)

duplicated block id: 1341
size: 11 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (167:189)
 - timm/models/swin_transformer_v2.py (866:888)

duplicated block id: 1342
size: 11 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:412)
 - timm/models/rdnet.py (305:325)

duplicated block id: 1343
size: 11 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:508)
 - timm/models/tresnet.py (232:254)

duplicated block id: 1344
size: 11 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (482:493)
 - timm/models/vision_transformer_sam.py (540:551)

duplicated block id: 1345
size: 11 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:660)
 - timm/models/rdnet.py (305:325)

duplicated block id: 1346
size: 11 cleaned lines of code
in 2 files:
 - timm/models/cait.py (338:349)
 - timm/models/pvt_v2.py (387:398)

duplicated block id: 1347
size: 11 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:317)
 - timm/models/maxxvit.py (1423:1445)

duplicated block id: 1348
size: 11 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:623)
 - timm/models/vovnet.py (268:290)

duplicated block id: 1349
size: 11 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:375)
 - timm/models/rdnet.py (305:325)

duplicated block id: 1350
size: 10 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (277:288)
 - timm/models/nasnet.py (511:522)

duplicated block id: 1351
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1464:1474)
 - timm/models/vovnet.py (265:275)

duplicated block id: 1352
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (245:254)
 - timm/optim/nadamw.py (301:310)

duplicated block id: 1353
size: 10 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (658:670)
 - timm/models/tiny_vit.py (577:589)

duplicated block id: 1354
size: 10 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (861:873)
 - timm/models/tresnet.py (271:283)

duplicated block id: 1355
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:76)
 - timm/optim/radam.py (37:48)

duplicated block id: 1356
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (314:329)
 - timm/models/pvt_v2.py (424:436)

duplicated block id: 1357
size: 10 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (591:601)
 - timm/models/repvit.py (364:374)

duplicated block id: 1358
size: 10 cleaned lines of code
in 2 files:
 - timm/models/cait.py (345:366)
 - timm/models/tnt.py (350:374)

duplicated block id: 1359
size: 10 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (274:285)
 - timm/layers/filter_response_norm.py (54:65)

duplicated block id: 1360
size: 10 cleaned lines of code
in 2 files:
 - timm/models/beit.py (218:237)
 - timm/models/pvt_v2.py (138:151)

duplicated block id: 1361
size: 10 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (263:272)
 - timm/models/ghostnet.py (260:269)

duplicated block id: 1362
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1464:1474)
 - timm/models/hgnet.py (509:519)

duplicated block id: 1363
size: 10 cleaned lines of code
in 2 files:
 - timm/models/eva.py (763:776)
 - timm/models/vision_transformer.py (868:881)

duplicated block id: 1364
size: 10 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:703)
 - timm/models/nextvit.py (614:626)

duplicated block id: 1365
size: 10 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (658:670)
 - timm/models/shvit.py (374:386)

duplicated block id: 1366
size: 10 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (277:288)
 - timm/models/senet.py (332:343)

duplicated block id: 1367
size: 10 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (387:399)
 - timm/models/mobilenetv5.py (314:329)

duplicated block id: 1368
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (953:965)
 - timm/models/mobilenetv5.py (314:329)

duplicated block id: 1369
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1464:1474)
 - timm/models/fastvit.py (1249:1259)

duplicated block id: 1370
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:228)
 - timm/models/mobilenetv5.py (466:475)

duplicated block id: 1371
size: 10 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (533:545)
 - timm/models/mobilenetv3.py (235:247)

duplicated block id: 1372
size: 10 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (533:545)
 - timm/models/mobilenetv5.py (314:329)

duplicated block id: 1373
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1779:1788)
 - timm/models/byobnet.py (1805:1814)

duplicated block id: 1374
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1779:1788)
 - timm/models/byobnet.py (1792:1801)

duplicated block id: 1375
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (484:497)
 - timm/models/tiny_vit.py (604:617)

duplicated block id: 1376
size: 10 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (552:561)
 - timm/models/vitamin.py (591:600)

duplicated block id: 1377
size: 10 cleaned lines of code
in 2 files:
 - benchmark.py (109:120)
 - validate.py (132:142)

duplicated block id: 1378
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (165:174)
 - timm/models/byoanet.py (192:201)

duplicated block id: 1379
size: 10 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (552:561)
 - timm/models/vitamin.py (572:581)

duplicated block id: 1380
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (307:325)
 - timm/models/mobilenetv5.py (378:388)

duplicated block id: 1381
size: 10 cleaned lines of code
in 2 files:
 - timm/models/davit.py (668:678)
 - timm/models/efficientvit_msra.py (507:517)

duplicated block id: 1382
size: 10 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (735:747)
 - timm/models/swin_transformer_v2_cr.py (861:873)

duplicated block id: 1383
size: 10 cleaned lines of code
in 2 files:
 - timm/models/cait.py (162:171)
 - timm/models/convit.py (188:197)

duplicated block id: 1384
size: 10 cleaned lines of code
in 2 files:
 - timm/models/xception_aligned.py (25:34)
 - timm/models/xception_aligned.py (63:72)

duplicated block id: 1385
size: 10 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (387:399)
 - timm/models/mobilenetv3.py (235:247)

duplicated block id: 1386
size: 10 cleaned lines of code
in 2 files:
 - timm/models/davit.py (668:678)
 - timm/models/tiny_vit.py (567:577)

duplicated block id: 1387
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (404:413)
 - timm/models/vision_transformer_sam.py (577:586)

duplicated block id: 1388
size: 10 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (469:478)
 - timm/models/mlp_mixer.py (404:413)

duplicated block id: 1389
size: 10 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (723:741)
 - timm/models/swiftformer.py (493:503)

duplicated block id: 1390
size: 10 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1308)
 - timm/models/hgnet.py (552:564)

duplicated block id: 1391
size: 10 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:482)
 - timm/models/nextvit.py (614:626)

duplicated block id: 1392
size: 10 cleaned lines of code
in 2 files:
 - timm/data/readers/reader_hfids.py (116:126)
 - timm/data/readers/reader_tfds.py (186:196)

duplicated block id: 1393
size: 10 cleaned lines of code
in 2 files:
 - timm/models/davit.py (668:678)
 - timm/models/metaformer.py (628:638)

duplicated block id: 1394
size: 10 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (263:273)
 - timm/models/shvit.py (309:319)

duplicated block id: 1395
size: 10 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (909:921)
 - timm/models/vision_transformer_relpos.py (451:463)

duplicated block id: 1396
size: 10 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (70:82)
 - timm/models/tnt.py (328:340)

duplicated block id: 1397
size: 10 cleaned lines of code
in 2 files:
 - timm/data/loader.py (124:133)
 - timm/data/naflex_loader.py (92:101)

duplicated block id: 1398
size: 10 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (614:623)
 - timm/models/swin_transformer_v2.py (646:655)

duplicated block id: 1399
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (314:329)
 - timm/models/vovnet.py (307:319)

duplicated block id: 1400
size: 10 cleaned lines of code
in 2 files:
 - timm/models/resnest.py (121:132)
 - timm/models/sknet.py (145:156)

duplicated block id: 1401
size: 10 cleaned lines of code
in 2 files:
 - timm/models/coat.py (170:179)
 - timm/models/convit.py (188:197)

duplicated block id: 1402
size: 10 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (263:272)
 - timm/models/ghostnet.py (541:550)

duplicated block id: 1403
size: 10 cleaned lines of code
in 2 files:
 - timm/models/convit.py (322:332)
 - timm/models/crossvit.py (382:392)

duplicated block id: 1404
size: 10 cleaned lines of code
in 2 files:
 - timm/data/readers/reader_hfids.py (196:208)
 - timm/data/readers/reader_wds.py (443:456)

duplicated block id: 1405
size: 10 cleaned lines of code
in 2 files:
 - timm/data/readers/reader_tfds.py (331:343)
 - timm/data/readers/reader_wds.py (443:456)

duplicated block id: 1406
size: 10 cleaned lines of code
in 2 files:
 - timm/models/cait.py (459:470)
 - timm/models/xcit.py (599:610)

duplicated block id: 1407
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (387:396)
 - timm/models/byobnet.py (938:947)

duplicated block id: 1408
size: 10 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (387:399)
 - timm/models/resnet.py (658:670)

duplicated block id: 1409
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (423:435)
 - timm/models/swin_transformer.py (865:877)

duplicated block id: 1410
size: 10 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1308)
 - timm/models/inception_next.py (393:405)

duplicated block id: 1411
size: 10 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (734:746)
 - timm/models/mobilenetv5.py (314:329)

duplicated block id: 1412
size: 10 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (340:351)
 - timm/models/swin_transformer_v2.py (348:369)

duplicated block id: 1413
size: 10 cleaned lines of code
in 2 files:
 - timm/models/beit.py (579:605)
 - timm/models/mlp_mixer.py (377:401)

duplicated block id: 1414
size: 10 cleaned lines of code
in 2 files:
 - timm/models/beit.py (574:583)
 - timm/models/eva.py (710:719)

duplicated block id: 1415
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (352:362)
 - timm/models/mobilenetv5.py (536:548)

duplicated block id: 1416
size: 10 cleaned lines of code
in 2 files:
 - inference.py (112:122)
 - validate.py (138:148)

duplicated block id: 1417
size: 10 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (546:558)
 - timm/models/mobilenetv3.py (235:247)

duplicated block id: 1418
size: 10 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:482)
 - timm/models/swiftformer.py (481:493)

duplicated block id: 1419
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (703:714)
 - timm/models/swiftformer.py (506:517)

duplicated block id: 1420
size: 10 cleaned lines of code
in 2 files:
 - timm/models/convit.py (188:197)
 - timm/models/crossvit.py (125:134)

duplicated block id: 1421
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (509:521)
 - timm/models/maxxvit.py (1469:1481)

duplicated block id: 1422
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (796:808)
 - timm/models/resnet.py (658:670)

duplicated block id: 1423
size: 10 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (734:746)
 - timm/models/resnet.py (658:670)

duplicated block id: 1424
size: 10 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (527:539)
 - timm/models/davit.py (685:697)

duplicated block id: 1425
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (735:744)
 - timm/models/efficientnet.py (1089:1098)

duplicated block id: 1426
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (235:247)
 - timm/models/resnet.py (658:670)

duplicated block id: 1427
size: 10 cleaned lines of code
in 2 files:
 - timm/scheduler/multistep_lr.py (27:36)
 - timm/scheduler/poly_lr.py (43:52)

duplicated block id: 1428
size: 10 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:703)
 - timm/models/efficientformer_v2.py (678:690)

duplicated block id: 1429
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (235:247)
 - timm/models/tiny_vit.py (577:589)

duplicated block id: 1430
size: 10 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:703)
 - timm/models/starnet.py (218:230)

duplicated block id: 1431
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (235:247)
 - timm/models/repghost.py (343:355)

duplicated block id: 1432
size: 10 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (658:670)
 - timm/models/tresnet.py (270:282)

duplicated block id: 1433
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (49:60)
 - timm/models/levit.py (94:105)

duplicated block id: 1434
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (224:233)
 - timm/optim/nadamw.py (199:208)

duplicated block id: 1435
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (314:329)
 - timm/models/shvit.py (374:386)

duplicated block id: 1436
size: 10 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (527:539)
 - timm/models/edgenext.py (464:476)

duplicated block id: 1437
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (314:329)
 - timm/models/resnet.py (658:670)

duplicated block id: 1438
size: 10 cleaned lines of code
in 2 files:
 - timm/models/deit.py (130:141)
 - timm/models/twins.py (509:520)

duplicated block id: 1439
size: 10 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (344:356)
 - timm/models/swin_transformer_v2_cr.py (861:873)

duplicated block id: 1440
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (733:742)
 - timm/models/fastvit.py (263:272)

duplicated block id: 1441
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (25:35)
 - timm/models/tiny_vit.py (29:39)

duplicated block id: 1442
size: 10 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (350:374)
 - timm/models/xcit.py (445:468)

duplicated block id: 1443
size: 10 cleaned lines of code
in 2 files:
 - timm/data/transforms.py (326:335)
 - timm/data/transforms.py (383:392)

duplicated block id: 1444
size: 10 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (865:877)
 - timm/models/vision_transformer.py (870:882)

duplicated block id: 1445
size: 10 cleaned lines of code
in 2 files:
 - timm/models/eva.py (710:719)
 - timm/models/tnt.py (345:354)

duplicated block id: 1446
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (314:329)
 - timm/models/repghost.py (343:355)

duplicated block id: 1447
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (377:401)
 - timm/models/tnt.py (350:374)

duplicated block id: 1448
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/nvnovograd.py (66:82)
 - timm/optim/radam.py (37:48)

duplicated block id: 1449
size: 10 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1469:1481)
 - timm/models/resnetv2.py (705:717)

duplicated block id: 1450
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (733:742)
 - timm/models/ghostnet.py (260:269)

duplicated block id: 1451
size: 10 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (638:650)
 - timm/models/mobilenetv5.py (314:329)

duplicated block id: 1452
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (531:542)
 - timm/models/efficientvit_mit.py (592:603)

duplicated block id: 1453
size: 10 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (868:881)
 - timm/models/vision_transformer_relpos.py (449:462)

duplicated block id: 1454
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1464:1474)
 - timm/models/efficientvit_mit.py (912:922)

duplicated block id: 1455
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (986:997)
 - timm/models/efficientvit_msra.py (551:596)

duplicated block id: 1456
size: 10 cleaned lines of code
in 2 files:
 - timm/models/eva.py (710:719)
 - timm/models/vision_transformer_relpos.py (390:399)

duplicated block id: 1457
size: 10 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (327:339)
 - timm/models/swin_transformer_v2_cr.py (861:873)

duplicated block id: 1458
size: 10 cleaned lines of code
in 2 files:
 - timm/data/readers/reader_hfids.py (196:208)
 - timm/data/readers/reader_tfds.py (331:343)

duplicated block id: 1459
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/mars.py (141:157)
 - timm/optim/radam.py (37:48)

duplicated block id: 1460
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1464:1474)
 - timm/models/efficientvit_mit.py (755:765)

duplicated block id: 1461
size: 10 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1326:1338)
 - timm/models/vision_transformer.py (939:951)

duplicated block id: 1462
size: 10 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (591:601)
 - timm/models/tiny_vit.py (567:577)

duplicated block id: 1463
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (604:614)
 - timm/models/byobnet.py (775:785)

duplicated block id: 1464
size: 10 cleaned lines of code
in 2 files:
 - timm/models/eva.py (904:914)
 - timm/models/vision_transformer.py (1272:1281)

duplicated block id: 1465
size: 10 cleaned lines of code
in 2 files:
 - timm/models/levit.py (669:678)
 - timm/models/metaformer.py (628:638)

duplicated block id: 1466
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:194)
 - timm/models/mobilenetv5.py (466:475)

duplicated block id: 1467
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (796:808)
 - timm/models/mobilenetv5.py (314:329)

duplicated block id: 1468
size: 10 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (469:478)
 - timm/models/vision_transformer_sam.py (577:586)

duplicated block id: 1469
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:121)
 - timm/optim/radam.py (37:48)

duplicated block id: 1470
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (314:329)
 - timm/models/tresnet.py (270:282)

duplicated block id: 1471
size: 10 cleaned lines of code
in 2 files:
 - timm/models/coat.py (523:533)
 - timm/models/convit.py (322:332)

duplicated block id: 1472
size: 10 cleaned lines of code
in 2 files:
 - timm/models/coat.py (197:208)
 - timm/models/nest.py (112:121)

duplicated block id: 1473
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (588:597)
 - timm/models/byobnet.py (755:764)

duplicated block id: 1474
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (377:401)
 - timm/models/vision_transformer_relpos.py (395:419)

duplicated block id: 1475
size: 10 cleaned lines of code
in 2 files:
 - timm/models/convit.py (188:197)
 - timm/models/nest.py (92:101)

duplicated block id: 1476
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (58:67)
 - timm/models/byoanet.py (178:187)

duplicated block id: 1477
size: 10 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (326:338)
 - timm/models/mobilenetv3.py (235:247)

duplicated block id: 1478
size: 10 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (527:539)
 - timm/models/rdnet.py (348:360)

duplicated block id: 1479
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (922:931)
 - timm/models/ghostnet.py (541:550)

duplicated block id: 1480
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (235:247)
 - timm/models/tresnet.py (270:282)

duplicated block id: 1481
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (507:517)
 - timm/models/levit.py (669:678)

duplicated block id: 1482
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:272)
 - timm/models/mobilenetv5.py (466:475)

duplicated block id: 1483
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (344:368)
 - timm/models/volo.py (864:892)

duplicated block id: 1484
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1792:1801)
 - timm/models/byobnet.py (1805:1814)

duplicated block id: 1485
size: 10 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (180:190)
 - timm/models/resnetv2.py (256:266)

duplicated block id: 1486
size: 10 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (395:419)
 - timm/models/xcit.py (445:468)

duplicated block id: 1487
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (922:931)
 - timm/models/fastvit.py (263:272)

duplicated block id: 1488
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (235:247)
 - timm/models/shvit.py (374:386)

duplicated block id: 1489
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (314:329)
 - timm/models/rexnet.py (389:401)

duplicated block id: 1490
size: 10 cleaned lines of code
in 2 files:
 - timm/models/convit.py (188:197)
 - timm/models/xcit.py (149:158)

duplicated block id: 1491
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (290:305)
 - timm/models/mobilenetv5.py (502:513)

duplicated block id: 1492
size: 10 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (78:87)
 - timm/models/vision_transformer.py (318:327)

duplicated block id: 1493
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (796:808)
 - timm/models/mobilenetv3.py (235:247)

duplicated block id: 1494
size: 10 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:482)
 - timm/models/starnet.py (218:230)

duplicated block id: 1495
size: 10 cleaned lines of code
in 2 files:
 - timm/models/eva.py (765:777)
 - timm/models/swin_transformer_v2.py (909:921)

duplicated block id: 1496
size: 10 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1469:1481)
 - timm/models/nextvit.py (608:620)

duplicated block id: 1497
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (922:931)
 - timm/models/ghostnet.py (260:269)

duplicated block id: 1498
size: 10 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (577:588)
 - timm/models/nextvit.py (549:560)

duplicated block id: 1499
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1928:1937)
 - timm/models/byobnet.py (1944:1953)

duplicated block id: 1500
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (733:742)
 - timm/models/ghostnet.py (541:550)

duplicated block id: 1501
size: 10 cleaned lines of code
in 2 files:
 - timm/models/cait.py (371:380)
 - timm/models/hiera.py (717:726)

duplicated block id: 1502
size: 10 cleaned lines of code
in 2 files:
 - timm/models/resnest.py (36:45)
 - timm/models/sknet.py (34:43)

duplicated block id: 1503
size: 10 cleaned lines of code
in 2 files:
 - timm/models/resnest.py (36:45)
 - timm/models/sknet.py (95:104)

duplicated block id: 1504
size: 10 cleaned lines of code
in 2 files:
 - timm/models/cait.py (371:380)
 - timm/models/hieradet_sam2.py (469:478)

duplicated block id: 1505
size: 10 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:344)
 - timm/models/rdnet.py (354:366)

duplicated block id: 1506
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1464:1474)
 - timm/models/rdnet.py (302:312)

duplicated block id: 1507
size: 10 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (717:726)
 - timm/models/mlp_mixer.py (404:413)

duplicated block id: 1508
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1754:1763)
 - timm/models/byobnet.py (1766:1775)

duplicated block id: 1509
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (235:247)
 - timm/models/vovnet.py (307:319)

duplicated block id: 1510
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1754:1763)
 - timm/models/byobnet.py (1779:1788)

duplicated block id: 1511
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1754:1763)
 - timm/models/byobnet.py (1792:1801)

duplicated block id: 1512
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1754:1763)
 - timm/models/byobnet.py (1805:1814)

duplicated block id: 1513
size: 10 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:482)
 - timm/models/efficientformer_v2.py (678:690)

duplicated block id: 1514
size: 10 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:703)
 - timm/models/efficientformer.py (515:527)

duplicated block id: 1515
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (235:247)
 - timm/models/pvt_v2.py (424:436)

duplicated block id: 1516
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (314:329)
 - timm/models/tiny_vit.py (577:589)

duplicated block id: 1517
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1464:1474)
 - timm/models/mambaout.py (418:428)

duplicated block id: 1518
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (517:529)
 - timm/models/mobilenetv5.py (314:329)

duplicated block id: 1519
size: 10 cleaned lines of code
in 2 files:
 - timm/models/levit.py (669:678)
 - timm/models/nextvit.py (591:601)

duplicated block id: 1520
size: 10 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (861:873)
 - timm/models/vovnet.py (308:320)

duplicated block id: 1521
size: 10 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (533:545)
 - timm/models/resnet.py (658:670)

duplicated block id: 1522
size: 10 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (638:650)
 - timm/models/resnet.py (658:670)

duplicated block id: 1523
size: 10 cleaned lines of code
in 2 files:
 - timm/models/davit.py (668:678)
 - timm/models/levit.py (669:678)

duplicated block id: 1524
size: 10 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (47:57)
 - timm/models/vision_transformer_sam.py (121:131)

duplicated block id: 1525
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/adopt.py (344:353)
 - timm/optim/adopt.py (470:479)

duplicated block id: 1526
size: 10 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:703)
 - timm/models/swiftformer.py (481:493)

duplicated block id: 1527
size: 10 cleaned lines of code
in 2 files:
 - timm/models/beit.py (639:651)
 - timm/models/swin_transformer.py (865:877)

duplicated block id: 1528
size: 10 cleaned lines of code
in 2 files:
 - timm/models/coat.py (197:208)
 - timm/models/convit.py (221:230)

duplicated block id: 1529
size: 10 cleaned lines of code
in 2 files:
 - timm/models/cait.py (74:83)
 - timm/models/convit.py (188:197)

duplicated block id: 1530
size: 10 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (329:341)
 - timm/models/mobilenetv3.py (235:247)

duplicated block id: 1531
size: 10 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (491:504)
 - timm/models/rdnet.py (377:390)

duplicated block id: 1532
size: 10 cleaned lines of code
in 2 files:
 - timm/models/cait.py (371:380)
 - timm/models/vision_transformer_sam.py (577:586)

duplicated block id: 1533
size: 10 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (69:78)
 - timm/models/sequencer.py (163:172)

duplicated block id: 1534
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (463:472)
 - timm/models/byobnet.py (528:537)

duplicated block id: 1535
size: 10 cleaned lines of code
in 2 files:
 - timm/models/convit.py (322:332)
 - timm/models/tnt.py (306:316)

duplicated block id: 1536
size: 10 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (124:133)
 - timm/models/_efficientnet_blocks.py (569:578)

duplicated block id: 1537
size: 10 cleaned lines of code
in 2 files:
 - timm/models/levit.py (669:678)
 - timm/models/tiny_vit.py (567:577)

duplicated block id: 1538
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1464:1474)
 - timm/models/davit.py (637:647)

duplicated block id: 1539
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (507:517)
 - timm/models/nextvit.py (591:601)

duplicated block id: 1540
size: 10 cleaned lines of code
in 2 files:
 - timm/models/beit.py (218:237)
 - timm/models/twins.py (181:195)

duplicated block id: 1541
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (314:329)
 - timm/models/repvit.py (374:386)

duplicated block id: 1542
size: 10 cleaned lines of code
in 2 files:
 - timm/models/davit.py (668:678)
 - timm/models/repvit.py (364:374)

duplicated block id: 1543
size: 10 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (326:338)
 - timm/models/resnet.py (658:670)

duplicated block id: 1544
size: 10 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (638:650)
 - timm/models/mobilenetv3.py (235:247)

duplicated block id: 1545
size: 10 cleaned lines of code
in 2 files:
 - timm/scheduler/poly_lr.py (43:52)
 - timm/scheduler/step_lr.py (32:41)

duplicated block id: 1546
size: 10 cleaned lines of code
in 2 files:
 - timm/utils/cuda.py (20:29)
 - timm/utils/cuda.py (55:64)

duplicated block id: 1547
size: 10 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (343:355)
 - timm/models/resnet.py (658:670)

duplicated block id: 1548
size: 10 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (124:133)
 - timm/models/_efficientnet_blocks.py (211:220)

duplicated block id: 1549
size: 10 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (658:670)
 - timm/models/vovnet.py (307:319)

duplicated block id: 1550
size: 10 cleaned lines of code
in 2 files:
 - timm/models/davit.py (626:637)
 - timm/models/metaformer.py (577:588)

duplicated block id: 1551
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (331:340)
 - timm/optim/nadamw.py (218:227)

duplicated block id: 1552
size: 10 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (726:738)
 - timm/models/sequencer.py (465:476)

duplicated block id: 1553
size: 10 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:482)
 - timm/models/efficientformer.py (515:527)

duplicated block id: 1554
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1464:1474)
 - timm/models/edgenext.py (419:429)

duplicated block id: 1555
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (953:965)
 - timm/models/resnet.py (658:670)

duplicated block id: 1556
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1464:1474)
 - timm/models/vision_transformer_sam.py (540:550)

duplicated block id: 1557
size: 10 cleaned lines of code
in 2 files:
 - timm/models/beit.py (579:605)
 - timm/models/xcit.py (445:468)

duplicated block id: 1558
size: 10 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (374:386)
 - timm/models/resnet.py (658:670)

duplicated block id: 1559
size: 10 cleaned lines of code
in 2 files:
 - timm/scheduler/poly_lr.py (43:52)
 - timm/scheduler/tanh_lr.py (43:52)

duplicated block id: 1560
size: 10 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (717:726)
 - timm/models/vision_transformer_sam.py (577:586)

duplicated block id: 1561
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:141)
 - timm/optim/radam.py (37:48)

duplicated block id: 1562
size: 10 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (628:638)
 - timm/models/nextvit.py (591:601)

duplicated block id: 1563
size: 10 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (546:558)
 - timm/models/resnet.py (658:670)

duplicated block id: 1564
size: 10 cleaned lines of code
in 2 files:
 - timm/models/levit.py (669:678)
 - timm/models/repvit.py (364:374)

duplicated block id: 1565
size: 10 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (212:223)
 - timm/models/cspnet.py (252:263)

duplicated block id: 1566
size: 10 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (329:341)
 - timm/models/mobilenetv5.py (314:329)

duplicated block id: 1567
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/radam.py (37:48)
 - timm/optim/rmsprop_tf.py (98:114)

duplicated block id: 1568
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/laprop.py (66:82)
 - timm/optim/radam.py (37:48)

duplicated block id: 1569
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1766:1775)
 - timm/models/byobnet.py (1792:1801)

duplicated block id: 1570
size: 10 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1390:1399)
 - timm/models/eva.py (1518:1527)

duplicated block id: 1571
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1766:1775)
 - timm/models/byobnet.py (1805:1814)

duplicated block id: 1572
size: 10 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (734:746)
 - timm/models/mobilenetv3.py (235:247)

duplicated block id: 1573
size: 10 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1766:1775)
 - timm/models/byobnet.py (1779:1788)

duplicated block id: 1574
size: 10 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (909:921)
 - timm/models/twins.py (455:467)

duplicated block id: 1575
size: 10 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (546:558)
 - timm/models/mobilenetv5.py (314:329)

duplicated block id: 1576
size: 10 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (277:288)
 - timm/models/pnasnet.py (301:312)

duplicated block id: 1577
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/adopt.py (257:266)
 - timm/optim/adopt.py (470:479)

duplicated block id: 1578
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (488:497)
 - timm/models/efficientnet.py (691:700)

duplicated block id: 1579
size: 10 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (326:338)
 - timm/models/mobilenetv5.py (314:329)

duplicated block id: 1580
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (235:247)
 - timm/models/rexnet.py (389:401)

duplicated block id: 1581
size: 10 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (712:723)
 - timm/models/inception_next.py (409:420)

duplicated block id: 1582
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (953:965)
 - timm/models/mobilenetv3.py (235:247)

duplicated block id: 1583
size: 10 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (329:341)
 - timm/models/resnet.py (658:670)

duplicated block id: 1584
size: 10 cleaned lines of code
in 2 files:
 - timm/models/convit.py (188:197)
 - timm/models/xcit.py (245:254)

duplicated block id: 1585
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (123:132)
 - timm/models/mobilenetv5.py (402:411)

duplicated block id: 1586
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (488:497)
 - timm/models/efficientnet.py (524:533)

duplicated block id: 1587
size: 10 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (235:247)
 - timm/models/repvit.py (374:386)

duplicated block id: 1588
size: 10 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (372:384)
 - timm/models/vision_transformer_sam.py (528:540)

duplicated block id: 1589
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (517:529)
 - timm/models/mobilenetv3.py (235:247)

duplicated block id: 1590
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/nadam.py (52:68)
 - timm/optim/radam.py (37:48)

duplicated block id: 1591
size: 10 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (36:45)
 - timm/models/ghostnet.py (71:80)

duplicated block id: 1592
size: 10 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (388:406)
 - timm/models/repghost.py (186:204)

duplicated block id: 1593
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (672:684)
 - timm/models/maxxvit.py (1469:1481)

duplicated block id: 1594
size: 10 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (704:716)
 - timm/models/hiera.py (769:781)

duplicated block id: 1595
size: 10 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (424:436)
 - timm/models/resnet.py (658:670)

duplicated block id: 1596
size: 10 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (186:197)
 - timm/optim/radam.py (72:83)

duplicated block id: 1597
size: 10 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (517:529)
 - timm/models/resnet.py (658:670)

duplicated block id: 1598
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:766)
 - timm/models/twins.py (407:415)

duplicated block id: 1599
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/swin_transformer_v2_cr.py (866:877)

duplicated block id: 1600
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1260)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1601
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/repvit.py (380:391)

duplicated block id: 1602
size: 9 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:719)
 - timm/models/xcit.py (441:449)

duplicated block id: 1603
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (92:100)
 - timm/models/convit.py (216:224)

duplicated block id: 1604
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/ghostnet.py (689:697)

duplicated block id: 1605
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/efficientformer.py (463:471)

duplicated block id: 1606
size: 9 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:345)
 - timm/models/xcit.py (441:449)

duplicated block id: 1607
size: 9 cleaned lines of code
in 2 files:
 - timm/scheduler/step_lr.py (52:61)
 - timm/scheduler/tanh_lr.py (75:84)

duplicated block id: 1608
size: 9 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:345)
 - timm/models/twins.py (407:415)

duplicated block id: 1609
size: 9 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (380:391)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 1610
size: 9 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (656:664)
 - timm/models/xcit.py (441:449)

duplicated block id: 1611
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:648)
 - timm/models/xcit.py (441:449)

duplicated block id: 1612
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/levit.py (689:700)

duplicated block id: 1613
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convit.py (346:355)
 - timm/models/tnt.py (334:343)

duplicated block id: 1614
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (284:293)
 - timm/models/twins.py (215:224)

duplicated block id: 1615
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/repvit.py (337:345)

duplicated block id: 1616
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/fasternet.py (335:346)

duplicated block id: 1617
size: 9 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (129:137)
 - timm/models/vision_transformer_relpos.py (178:186)

duplicated block id: 1618
size: 9 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (204:212)
 - timm/models/vision_transformer.py (376:384)

duplicated block id: 1619
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (71:79)
 - timm/models/ghostnet.py (115:123)

duplicated block id: 1620
size: 9 cleaned lines of code
in 2 files:
 - timm/models/dla.py (77:88)
 - timm/models/senet.py (62:73)

duplicated block id: 1621
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (1309:1319)
 - timm/models/repghost.py (453:463)

duplicated block id: 1622
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:303)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1623
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/fasternet.py (335:346)

duplicated block id: 1624
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/inception_next.py (393:404)

duplicated block id: 1625
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:646)
 - timm/models/twins.py (407:415)

duplicated block id: 1626
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1627
size: 9 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:609)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1628
size: 9 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:625)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1629
size: 9 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:398)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1630
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (28:36)
 - timm/models/byoanet.py (104:112)

duplicated block id: 1631
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:696)
 - timm/models/vovnet.py (310:320)

duplicated block id: 1632
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (821:829)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1633
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:471)
 - timm/models/xcit.py (441:449)

duplicated block id: 1634
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:298)
 - timm/models/xcit.py (441:449)

duplicated block id: 1635
size: 9 cleaned lines of code
in 2 files:
 - timm/models/twins.py (407:415)
 - timm/models/vovnet.py (268:276)

duplicated block id: 1636
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (865:876)
 - timm/models/twins.py (455:466)

duplicated block id: 1637
size: 9 cleaned lines of code
in 2 files:
 - timm/models/twins.py (407:415)
 - timm/models/xcit.py (441:449)

duplicated block id: 1638
size: 9 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1431)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1639
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/starnet.py (167:175)

duplicated block id: 1640
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:303)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1641
size: 9 cleaned lines of code
in 2 files:
 - timm/optim/mars.py (111:119)
 - timm/optim/nvnovograd.py (41:49)

duplicated block id: 1642
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (423:434)
 - timm/models/vision_transformer_relpos.py (451:462)

duplicated block id: 1643
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (605:615)
 - timm/models/mvitv2.py (815:825)

duplicated block id: 1644
size: 9 cleaned lines of code
in 2 files:
 - timm/models/beit.py (639:650)
 - timm/models/swin_transformer_v2.py (909:920)

duplicated block id: 1645
size: 9 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:507)
 - timm/models/xcit.py (441:449)

duplicated block id: 1646
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:637)
 - timm/models/twins.py (407:415)

duplicated block id: 1647
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/swin_transformer_v2_cr.py (826:834)

duplicated block id: 1648
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:923)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1649
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/starnet.py (167:175)

duplicated block id: 1650
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/hgnet.py (512:520)

duplicated block id: 1651
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:923)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1652
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/nextvit.py (563:571)

duplicated block id: 1653
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/regnet.py (711:719)

duplicated block id: 1654
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/swin_transformer_v2.py (866:874)

duplicated block id: 1655
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/swin_transformer_v2_cr.py (826:834)

duplicated block id: 1656
size: 9 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (484:494)
 - timm/models/hgnet.py (499:509)

duplicated block id: 1657
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1658
size: 9 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:313)
 - timm/models/xcit.py (441:449)

duplicated block id: 1659
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:766)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1660
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (212:220)
 - timm/models/byobnet.py (1944:1952)

duplicated block id: 1661
size: 9 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:266)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1662
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:430)
 - timm/models/xcit.py (441:449)

duplicated block id: 1663
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:697)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1664
size: 9 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (743:752)
 - timm/models/resnet.py (653:662)

duplicated block id: 1665
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/edgenext.py (422:430)

duplicated block id: 1666
size: 9 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:625)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1667
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:697)
 - timm/models/twins.py (407:415)

duplicated block id: 1668
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:646)
 - timm/models/xcit.py (441:449)

duplicated block id: 1669
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/nest.py (425:433)

duplicated block id: 1670
size: 9 cleaned lines of code
in 2 files:
 - timm/models/beit.py (183:191)
 - timm/models/swin_transformer_v2.py (187:195)

duplicated block id: 1671
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1239:1249)
 - timm/models/mvitv2.py (819:829)

duplicated block id: 1672
size: 9 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:520)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1673
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/metaformer.py (601:609)

duplicated block id: 1674
size: 9 cleaned lines of code
in 2 files:
 - timm/models/deit.py (131:141)
 - timm/models/pit.py (384:394)

duplicated block id: 1675
size: 9 cleaned lines of code
in 2 files:
 - timm/models/sknet.py (72:80)
 - timm/models/sknet.py (133:141)

duplicated block id: 1676
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (521:529)
 - timm/models/twins.py (78:86)

duplicated block id: 1677
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/convnext.py (485:493)

duplicated block id: 1678
size: 9 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (147:157)
 - timm/layers/evo_norm.py (276:286)

duplicated block id: 1679
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:637)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1680
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1821:1829)
 - timm/models/byobnet.py (1836:1844)

duplicated block id: 1681
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:361)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1682
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/inception_next.py (393:404)

duplicated block id: 1683
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1821:1829)
 - timm/models/byobnet.py (1852:1860)

duplicated block id: 1684
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1821:1829)
 - timm/models/byobnet.py (1866:1874)

duplicated block id: 1685
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:298)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1686
size: 9 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (147:157)
 - timm/layers/evo_norm.py (325:335)

duplicated block id: 1687
size: 9 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:563)
 - timm/models/starnet.py (218:229)

duplicated block id: 1688
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:487)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1689
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/pvt_v2.py (390:398)

duplicated block id: 1690
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:433)
 - timm/models/twins.py (407:415)

duplicated block id: 1691
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:477)
 - timm/models/starnet.py (218:229)

duplicated block id: 1692
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/nextvit.py (563:571)

duplicated block id: 1693
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/hgnet.py (552:563)

duplicated block id: 1694
size: 9 cleaned lines of code
in 2 files:
 - timm/models/beit.py (836:844)
 - timm/models/vision_transformer.py (1433:1441)

duplicated block id: 1695
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/efficientvit_mit.py (802:813)

duplicated block id: 1696
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (433:441)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1697
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/efficientvit_msra.py (479:487)

duplicated block id: 1698
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:471)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1699
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (461:479)
 - timm/models/swin_transformer_v2_cr.py (446:464)

duplicated block id: 1700
size: 9 cleaned lines of code
in 2 files:
 - timm/models/vovnet.py (268:276)
 - timm/models/xcit.py (441:449)

duplicated block id: 1701
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:923)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1702
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:493)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1703
size: 9 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (54:62)
 - timm/optim/adamw.py (62:70)

duplicated block id: 1704
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:571)
 - timm/models/twins.py (407:415)

duplicated block id: 1705
size: 9 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:133)
 - timm/optim/sgdw.py (94:109)

duplicated block id: 1706
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/levit.py (638:646)

duplicated block id: 1707
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/fastvit.py (1296:1307)

duplicated block id: 1708
size: 9 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:133)
 - timm/optim/lion.py (81:98)

duplicated block id: 1709
size: 9 cleaned lines of code
in 2 files:
 - timm/models/eva.py (765:776)
 - timm/models/swin_transformer.py (865:876)

duplicated block id: 1710
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:766)
 - timm/models/xcit.py (441:449)

duplicated block id: 1711
size: 9 cleaned lines of code
in 2 files:
 - timm/models/eva.py (710:718)
 - timm/models/vision_transformer.py (782:790)

duplicated block id: 1712
size: 9 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (430:441)
 - timm/models/starnet.py (218:229)

duplicated block id: 1713
size: 9 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (218:229)
 - timm/models/tiny_vit.py (583:594)

duplicated block id: 1714
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1821:1829)
 - timm/models/byobnet.py (1880:1888)

duplicated block id: 1715
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (909:920)
 - timm/models/vision_transformer.py (870:881)

duplicated block id: 1716
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (330:340)
 - timm/models/xcit.py (426:436)

duplicated block id: 1717
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/hgnet.py (552:563)

duplicated block id: 1718
size: 9 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:655)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 1719
size: 9 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (513:521)
 - timm/models/sequencer.py (530:538)

duplicated block id: 1720
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (123:133)
 - timm/models/mobilenetv3.py (91:101)

duplicated block id: 1721
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (315:329)
 - timm/models/swin_transformer_v2_cr.py (861:872)

duplicated block id: 1722
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/swin_transformer_v2_cr.py (866:877)

duplicated block id: 1723
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:346)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 1724
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (217:226)
 - timm/models/nest.py (423:432)

duplicated block id: 1725
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/metaformer.py (644:655)

duplicated block id: 1726
size: 9 cleaned lines of code
in 2 files:
 - timm/data/transforms_factory.py (48:58)
 - timm/data/transforms_factory.py (356:366)

duplicated block id: 1727
size: 9 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (349:357)
 - timm/models/xcit.py (441:449)

duplicated block id: 1728
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (540:548)
 - timm/models/xcit.py (441:449)

duplicated block id: 1729
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (524:533)
 - timm/models/pvt_v2.py (135:144)

duplicated block id: 1730
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:493)
 - timm/models/xcit.py (441:449)

duplicated block id: 1731
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/rexnet.py (349:357)

duplicated block id: 1732
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:813)
 - timm/models/nextvit.py (614:625)

duplicated block id: 1733
size: 9 cleaned lines of code
in 2 files:
 - timm/models/beit.py (639:650)
 - timm/models/twins.py (455:466)

duplicated block id: 1734
size: 9 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (484:494)
 - timm/models/mambaout.py (408:418)

duplicated block id: 1735
size: 9 cleaned lines of code
in 2 files:
 - timm/models/volo.py (1001:1009)
 - timm/models/xcit.py (441:449)

duplicated block id: 1736
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/hgnet.py (552:563)

duplicated block id: 1737
size: 9 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:719)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1738
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:766)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1739
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/pvt_v2.py (390:398)

duplicated block id: 1740
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:487)
 - timm/models/mambaout.py (421:429)

duplicated block id: 1741
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/swin_transformer.py (821:829)

duplicated block id: 1742
size: 9 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (81:98)
 - timm/optim/sgdw.py (94:109)

duplicated block id: 1743
size: 9 cleaned lines of code
in 2 files:
 - timm/models/eva.py (765:776)
 - timm/models/mlp_mixer.py (423:434)

duplicated block id: 1744
size: 9 cleaned lines of code
in 2 files:
 - timm/models/twins.py (509:519)
 - timm/models/vision_transformer_relpos.py (506:516)

duplicated block id: 1745
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/efficientvit_mit.py (959:970)

duplicated block id: 1746
size: 9 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1354:1362)
 - timm/models/eva.py (1430:1438)

duplicated block id: 1747
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1307)
 - timm/models/nextvit.py (614:625)

duplicated block id: 1748
size: 9 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (150:158)
 - timm/models/vision_transformer.py (376:384)

duplicated block id: 1749
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:430)
 - timm/models/twins.py (407:415)

duplicated block id: 1750
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:487)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1751
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:648)
 - timm/models/twins.py (407:415)

duplicated block id: 1752
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/efficientvit_mit.py (959:970)

duplicated block id: 1753
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (232:240)
 - timm/models/xcit.py (441:449)

duplicated block id: 1754
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:361)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1755
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/pvt_v2.py (430:441)

duplicated block id: 1756
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:637)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1757
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/inception_next.py (353:361)

duplicated block id: 1758
size: 9 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:266)
 - timm/models/xcit.py (441:449)

duplicated block id: 1759
size: 9 cleaned lines of code
in 2 files:
 - timm/optim/laprop.py (41:49)
 - timm/optim/mars.py (111:119)

duplicated block id: 1760
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_v3.py (329:339)
 - timm/models/selecsls.py (155:165)

duplicated block id: 1761
size: 9 cleaned lines of code
in 2 files:
 - timm/data/auto_augment.py (423:431)
 - timm/data/auto_augment.py (457:465)

duplicated block id: 1762
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (723:732)
 - timm/models/swin_transformer_v2.py (748:756)

duplicated block id: 1763
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/pvt_v2.py (430:441)

duplicated block id: 1764
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:571)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1765
size: 9 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:625)
 - timm/models/xcit.py (441:449)

duplicated block id: 1766
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (329:339)
 - timm/models/mambaout.py (463:473)

duplicated block id: 1767
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/shvit.py (380:391)

duplicated block id: 1768
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:471)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1769
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/efficientvit_mit.py (959:970)

duplicated block id: 1770
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/pit.py (258:266)

duplicated block id: 1771
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/efficientvit_mit.py (802:813)

duplicated block id: 1772
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/twins.py (407:415)

duplicated block id: 1773
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/inception_next.py (393:404)

duplicated block id: 1774
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:410)
 - timm/models/twins.py (458:470)

duplicated block id: 1775
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (393:401)
 - timm/models/mobilenetv5.py (436:444)

duplicated block id: 1776
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1777
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/shvit.py (380:391)

duplicated block id: 1778
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (329:339)
 - timm/models/levit.py (686:696)

duplicated block id: 1779
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:813)
 - timm/models/starnet.py (218:229)

duplicated block id: 1780
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/efficientformer_v2.py (629:637)

duplicated block id: 1781
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convit.py (342:352)
 - timm/models/twins.py (377:387)

duplicated block id: 1782
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:637)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1783
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (521:529)
 - timm/models/volo.py (233:241)

duplicated block id: 1784
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:303)
 - timm/models/twins.py (407:415)

duplicated block id: 1785
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/swin_transformer_v2_cr.py (866:877)

duplicated block id: 1786
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:696)
 - timm/models/repghost.py (346:356)

duplicated block id: 1787
size: 9 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (247:255)
 - timm/models/resnet.py (268:276)

duplicated block id: 1788
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/repvit.py (380:391)

duplicated block id: 1789
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/efficientvit_mit.py (802:813)

duplicated block id: 1790
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (104:112)
 - timm/models/byoanet.py (165:173)

duplicated block id: 1791
size: 9 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:719)
 - timm/models/twins.py (407:415)

duplicated block id: 1792
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (104:112)
 - timm/models/byoanet.py (192:200)

duplicated block id: 1793
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1794
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1795
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/rdnet.py (305:313)

duplicated block id: 1796
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (433:441)
 - timm/models/twins.py (407:415)

duplicated block id: 1797
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:534)
 - timm/models/nextvit.py (614:625)

duplicated block id: 1798
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (705:714)
 - timm/models/nextvit.py (628:637)

duplicated block id: 1799
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1307)
 - timm/models/starnet.py (218:229)

duplicated block id: 1800
size: 9 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (656:664)
 - timm/models/twins.py (407:415)

duplicated block id: 1801
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/swin_transformer_v2.py (866:874)

duplicated block id: 1802
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:697)
 - timm/models/mambaout.py (421:429)

duplicated block id: 1803
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/pvt_v2.py (430:441)

duplicated block id: 1804
size: 9 cleaned lines of code
in 2 files:
 - timm/models/beit.py (574:582)
 - timm/models/vision_transformer.py (782:790)

duplicated block id: 1805
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:471)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1806
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/mambaout.py (466:477)

duplicated block id: 1807
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/starnet.py (167:175)

duplicated block id: 1808
size: 9 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:520)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1809
size: 9 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:266)
 - timm/models/twins.py (407:415)

duplicated block id: 1810
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (118:136)
 - timm/models/resnetv2.py (357:365)

duplicated block id: 1811
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (393:401)
 - timm/models/mobilenetv5.py (183:191)

duplicated block id: 1812
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/regnet.py (711:719)

duplicated block id: 1813
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (217:226)
 - timm/models/inception_v4.py (288:297)

duplicated block id: 1814
size: 9 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (292:301)
 - timm/layers/evo_norm.py (341:350)

duplicated block id: 1815
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/pit.py (258:266)

duplicated block id: 1816
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (73:81)
 - timm/models/byoanet.py (149:157)

duplicated block id: 1817
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (237:248)
 - timm/models/efficientformer_v2.py (365:376)

duplicated block id: 1818
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/rdnet.py (305:313)

duplicated block id: 1819
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/pvt_v2.py (390:398)

duplicated block id: 1820
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/tiny_vit.py (583:594)

duplicated block id: 1821
size: 9 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:306)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1822
size: 9 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:507)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1823
size: 9 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (349:357)
 - timm/models/twins.py (407:415)

duplicated block id: 1824
size: 9 cleaned lines of code
in 2 files:
 - timm/models/deit.py (130:140)
 - timm/models/vision_transformer_relpos.py (506:516)

duplicated block id: 1825
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (47:57)
 - timm/models/ghostnet.py (83:91)

duplicated block id: 1826
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:346)
 - timm/models/nextvit.py (614:625)

duplicated block id: 1827
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (665:674)
 - timm/models/repghost.py (273:282)

duplicated block id: 1828
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/gcvit.py (539:550)

duplicated block id: 1829
size: 9 cleaned lines of code
in 2 files:
 - timm/models/twins.py (455:466)
 - timm/models/vision_transformer.py (870:881)

duplicated block id: 1830
size: 9 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1431)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1831
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (72:82)
 - timm/models/xcit.py (426:436)

duplicated block id: 1832
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1833
size: 9 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (380:391)
 - timm/models/starnet.py (218:229)

duplicated block id: 1834
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/maxxvit.py (1423:1431)

duplicated block id: 1835
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (614:625)
 - timm/models/shvit.py (380:391)

duplicated block id: 1836
size: 9 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:306)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1837
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (451:460)
 - timm/models/edgenext.py (400:409)

duplicated block id: 1838
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (540:548)
 - timm/models/twins.py (407:415)

duplicated block id: 1839
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (714:724)
 - timm/models/edgenext.py (490:500)

duplicated block id: 1840
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:430)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1841
size: 9 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (167:175)
 - timm/models/xcit.py (441:449)

duplicated block id: 1842
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/tiny_vit.py (540:548)

duplicated block id: 1843
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (866:874)
 - timm/models/xcit.py (441:449)

duplicated block id: 1844
size: 9 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:398)
 - timm/models/twins.py (407:415)

duplicated block id: 1845
size: 9 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:550)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 1846
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:361)
 - timm/models/xcit.py (441:449)

duplicated block id: 1847
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/efficientvit_msra.py (523:534)

duplicated block id: 1848
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (192:215)
 - timm/models/mobilenetv3.py (160:179)

duplicated block id: 1849
size: 9 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (390:401)
 - timm/models/swin_transformer_v2_cr.py (861:872)

duplicated block id: 1850
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:571)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1851
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1852
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nest.py (497:507)
 - timm/models/visformer.py (428:438)

duplicated block id: 1853
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:471)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1854
size: 9 cleaned lines of code
in 2 files:
 - timm/models/twins.py (458:470)
 - timm/models/xcit.py (505:517)

duplicated block id: 1855
size: 9 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:655)
 - timm/models/starnet.py (218:229)

duplicated block id: 1856
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2091:2099)
 - timm/models/byobnet.py (2105:2113)

duplicated block id: 1857
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (268:276)
 - timm/models/cspnet.py (421:429)

duplicated block id: 1858
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/repvit.py (380:391)

duplicated block id: 1859
size: 9 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_builder.py (204:212)
 - timm/models/_efficientnet_builder.py (214:222)

duplicated block id: 1860
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (614:625)
 - timm/models/tiny_vit.py (583:594)

duplicated block id: 1861
size: 9 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_sam.py (543:551)
 - timm/models/xcit.py (441:449)

duplicated block id: 1862
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (220:230)
 - timm/models/xception_aligned.py (269:279)

duplicated block id: 1863
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:433)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1864
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:471)
 - timm/models/mambaout.py (421:429)

duplicated block id: 1865
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/tiny_vit.py (583:594)

duplicated block id: 1866
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/regnet.py (711:719)

duplicated block id: 1867
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (540:548)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1868
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:493)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1869
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (906:914)
 - timm/models/fastvit.py (243:251)

duplicated block id: 1870
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:361)
 - timm/models/twins.py (407:415)

duplicated block id: 1871
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/regnet.py (711:719)

duplicated block id: 1872
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/pvt_v2.py (430:441)

duplicated block id: 1873
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/swin_transformer_v2_cr.py (866:877)

duplicated block id: 1874
size: 9 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (488:498)
 - timm/models/sequencer.py (465:475)

duplicated block id: 1875
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/fastvit.py (1296:1307)

duplicated block id: 1876
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/efficientvit_msra.py (523:534)

duplicated block id: 1877
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:487)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1878
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1307)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 1879
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/efficientvit_mit.py (915:923)

duplicated block id: 1880
size: 9 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:507)
 - timm/models/mambaout.py (421:429)

duplicated block id: 1881
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/levit.py (689:700)

duplicated block id: 1882
size: 9 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (210:218)
 - timm/models/crossvit.py (223:231)

duplicated block id: 1883
size: 9 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (430:441)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 1884
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/nest.py (425:433)

duplicated block id: 1885
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (408:418)
 - timm/models/mvitv2.py (819:829)

duplicated block id: 1886
size: 9 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (576:588)
 - timm/models/naflexvit.py (680:688)

duplicated block id: 1887
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (826:834)
 - timm/models/xcit.py (441:449)

duplicated block id: 1888
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (540:548)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1889
size: 9 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (711:722)
 - timm/models/vovnet.py (313:324)

duplicated block id: 1890
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:697)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1891
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/tiny_vit.py (540:548)

duplicated block id: 1892
size: 9 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (904:912)
 - timm/models/metaformer.py (920:928)

duplicated block id: 1893
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:303)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1894
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/pit.py (258:266)

duplicated block id: 1895
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/tresnet.py (232:240)

duplicated block id: 1896
size: 9 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:306)
 - timm/models/twins.py (407:415)

duplicated block id: 1897
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (563:571)
 - timm/models/xcit.py (441:449)

duplicated block id: 1898
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:433)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1899
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:970)
 - timm/models/nextvit.py (614:625)

duplicated block id: 1900
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/repghost.py (298:306)

duplicated block id: 1901
size: 9 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:609)
 - timm/models/xcit.py (441:449)

duplicated block id: 1902
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:970)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 1903
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (528:536)
 - timm/models/byobnet.py (755:763)

duplicated block id: 1904
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:637)
 - timm/models/xcit.py (441:449)

duplicated block id: 1905
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (821:829)
 - timm/models/twins.py (407:415)

duplicated block id: 1906
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (316:324)
 - timm/models/cspnet.py (454:462)

duplicated block id: 1907
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:303)
 - timm/models/mambaout.py (421:429)

duplicated block id: 1908
size: 9 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1431)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1909
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:404)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 1910
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:477)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 1911
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/mambaout.py (466:477)

duplicated block id: 1912
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/pit.py (258:266)

duplicated block id: 1913
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:477)
 - timm/models/nextvit.py (614:625)

duplicated block id: 1914
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (590:598)
 - timm/models/efficientnet.py (627:635)

duplicated block id: 1915
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (423:434)
 - timm/models/swin_transformer_v2.py (909:920)

duplicated block id: 1916
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (433:441)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1917
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (232:240)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1918
size: 9 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (349:357)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1919
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:534)
 - timm/models/starnet.py (218:229)

duplicated block id: 1920
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (625:633)
 - timm/models/swin_transformer_v2.py (656:664)

duplicated block id: 1921
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/rdnet.py (305:313)

duplicated block id: 1922
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/tiny_vit.py (540:548)

duplicated block id: 1923
size: 9 cleaned lines of code
in 2 files:
 - inference.py (26:38)
 - validate.py (31:43)

duplicated block id: 1924
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/efficientvit_mit.py (802:813)

duplicated block id: 1925
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:303)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1926
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/efficientvit_mit.py (758:766)

duplicated block id: 1927
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/swin_transformer_v2.py (866:874)

duplicated block id: 1928
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:766)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1929
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:473)
 - timm/models/tresnet.py (273:283)

duplicated block id: 1930
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (826:834)
 - timm/models/twins.py (407:415)

duplicated block id: 1931
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (359:369)
 - timm/models/repghost.py (157:167)

duplicated block id: 1932
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/vovnet.py (268:276)

duplicated block id: 1933
size: 9 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (659:670)
 - timm/models/swin_transformer_v2_cr.py (861:872)

duplicated block id: 1934
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/swiftformer.py (433:441)

duplicated block id: 1935
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:493)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1936
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (345:353)
 - timm/models/vision_transformer.py (782:790)

duplicated block id: 1937
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (423:434)
 - timm/models/twins.py (455:466)

duplicated block id: 1938
size: 9 cleaned lines of code
in 2 files:
 - timm/data/naflex_random_erasing.py (164:184)
 - timm/data/naflex_random_erasing.py (210:230)

duplicated block id: 1939
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1260)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1940
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:361)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1941
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (180:188)
 - timm/models/convit.py (216:224)

duplicated block id: 1942
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (481:492)
 - timm/models/swin_transformer_v2_cr.py (866:877)

duplicated block id: 1943
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convit.py (340:351)
 - timm/models/sequencer.py (412:423)

duplicated block id: 1944
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/efficientvit_mit.py (959:970)

duplicated block id: 1945
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (393:401)
 - timm/models/cspnet.py (454:462)

duplicated block id: 1946
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/rexnet.py (349:357)

duplicated block id: 1947
size: 9 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1336:1344)
 - timm/models/eva.py (1412:1420)

duplicated block id: 1948
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:493)
 - timm/models/twins.py (407:415)

duplicated block id: 1949
size: 9 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:609)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 1950
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:487)
 - timm/models/twins.py (407:415)

duplicated block id: 1951
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (108:116)
 - timm/models/mobilenetv3.py (393:401)

duplicated block id: 1952
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/fasternet.py (335:346)

duplicated block id: 1953
size: 9 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (408:417)
 - timm/models/sequencer.py (35:43)

duplicated block id: 1954
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (717:725)
 - timm/models/fastvit.py (243:251)

duplicated block id: 1955
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/mambaout.py (421:429)

duplicated block id: 1956
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/tresnet.py (232:240)

duplicated block id: 1957
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (821:829)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1958
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (307:317)
 - timm/models/mobilenetv3.py (273:290)

duplicated block id: 1959
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/inception_v4.py (290:298)

duplicated block id: 1960
size: 9 cleaned lines of code
in 2 files:
 - timm/models/pit.py (258:266)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1961
size: 9 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:345)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1962
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (460:468)
 - timm/models/repghost.py (175:183)

duplicated block id: 1963
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (528:538)
 - timm/models/xception_aligned.py (269:279)

duplicated block id: 1964
size: 9 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:520)
 - timm/models/xcit.py (441:449)

duplicated block id: 1965
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (737:747)
 - timm/models/levit.py (686:696)

duplicated block id: 1966
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/shvit.py (380:391)

duplicated block id: 1967
size: 9 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (782:790)
 - timm/models/vision_transformer_relpos.py (390:398)

duplicated block id: 1968
size: 9 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (167:175)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 1969
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (862:871)
 - timm/models/mobilenetv3.py (982:991)

duplicated block id: 1970
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/shvit.py (340:348)

duplicated block id: 1971
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/resnetv2.py (656:664)

duplicated block id: 1972
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/repvit.py (337:345)

duplicated block id: 1973
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:346)
 - timm/models/starnet.py (218:229)

duplicated block id: 1974
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (866:874)
 - timm/models/twins.py (407:415)

duplicated block id: 1975
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (236:247)
 - timm/models/swin_transformer_v2_cr.py (861:872)

duplicated block id: 1976
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:700)
 - timm/models/nextvit.py (614:625)

duplicated block id: 1977
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/twins.py (407:415)

duplicated block id: 1978
size: 9 cleaned lines of code
in 2 files:
 - timm/models/beit.py (836:844)
 - timm/models/eva.py (969:977)

duplicated block id: 1979
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/resnetv2.py (656:664)

duplicated block id: 1980
size: 9 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_sam.py (543:551)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1981
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (347:355)
 - timm/models/cspnet.py (421:429)

duplicated block id: 1982
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/repghost.py (298:306)

duplicated block id: 1983
size: 9 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (390:398)
 - timm/models/volo.py (1001:1009)

duplicated block id: 1984
size: 9 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1585:1593)
 - timm/models/eva.py (1651:1659)

duplicated block id: 1985
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/shvit.py (340:348)

duplicated block id: 1986
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/fastvit.py (1296:1307)

duplicated block id: 1987
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:298)
 - timm/models/twins.py (407:415)

duplicated block id: 1988
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (232:240)
 - timm/models/twins.py (407:415)

duplicated block id: 1989
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convit.py (181:192)
 - timm/models/pvt_v2.py (143:154)

duplicated block id: 1990
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/tresnet.py (232:240)

duplicated block id: 1991
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:697)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 1992
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (705:714)
 - timm/models/repvit.py (392:401)

duplicated block id: 1993
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/xcit.py (441:449)

duplicated block id: 1994
size: 9 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (792:800)
 - timm/models/maxxvit.py (984:992)

duplicated block id: 1995
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/resnet.py (617:625)

duplicated block id: 1996
size: 9 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:550)
 - timm/models/nextvit.py (614:625)

duplicated block id: 1997
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (553:563)
 - timm/models/pnasnet.py (331:341)

duplicated block id: 1998
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/gcvit.py (539:550)

duplicated block id: 1999
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/levit.py (689:700)

duplicated block id: 2000
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:404)
 - timm/models/starnet.py (218:229)

duplicated block id: 2001
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (865:876)
 - timm/models/vision_transformer_relpos.py (451:462)

duplicated block id: 2002
size: 9 cleaned lines of code
in 2 files:
 - timm/layers/separable_conv.py (33:43)
 - timm/layers/separable_conv.py (65:75)

duplicated block id: 2003
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (705:714)
 - timm/models/efficientvit_mit.py (971:980)

duplicated block id: 2004
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:646)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 2005
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/mambaout.py (466:477)

duplicated block id: 2006
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (1309:1319)
 - timm/models/ghostnet.py (847:857)

duplicated block id: 2007
size: 9 cleaned lines of code
in 2 files:
 - timm/layers/hybrid_embed.py (28:36)
 - timm/layers/hybrid_embed.py (217:225)

duplicated block id: 2008
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (971:980)
 - timm/models/nextvit.py (628:637)

duplicated block id: 2009
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:646)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 2010
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/tiny_vit.py (540:548)

duplicated block id: 2011
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/xcit.py (441:449)

duplicated block id: 2012
size: 9 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:313)
 - timm/models/twins.py (407:415)

duplicated block id: 2013
size: 9 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (408:418)
 - timm/models/twins.py (377:387)

duplicated block id: 2014
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/shvit.py (340:348)

duplicated block id: 2015
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (866:874)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2016
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/swin_transformer.py (821:829)

duplicated block id: 2017
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:648)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 2018
size: 9 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:507)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 2019
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (737:747)
 - timm/models/mambaout.py (463:473)

duplicated block id: 2020
size: 9 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (182:192)
 - timm/layers/evo_norm.py (325:335)

duplicated block id: 2021
size: 9 cleaned lines of code
in 2 files:
 - timm/data/loader.py (113:121)
 - timm/data/naflex_loader.py (74:84)

duplicated block id: 2022
size: 9 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1431)
 - timm/models/twins.py (407:415)

duplicated block id: 2023
size: 9 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (182:192)
 - timm/layers/evo_norm.py (276:286)

duplicated block id: 2024
size: 9 cleaned lines of code
in 2 files:
 - timm/models/twins.py (175:183)
 - timm/models/volo.py (233:241)

duplicated block id: 2025
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:298)
 - timm/models/mambaout.py (421:429)

duplicated block id: 2026
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:303)
 - timm/models/xcit.py (441:449)

duplicated block id: 2027
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/metaformer.py (601:609)

duplicated block id: 2028
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:361)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 2029
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1550:1567)
 - timm/models/starnet.py (232:241)

duplicated block id: 2030
size: 9 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (54:62)
 - timm/optim/mars.py (111:119)

duplicated block id: 2031
size: 9 cleaned lines of code
in 2 files:
 - timm/models/pit.py (384:394)
 - timm/models/twins.py (510:520)

duplicated block id: 2032
size: 9 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:520)
 - timm/models/twins.py (407:415)

duplicated block id: 2033
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/metaformer.py (644:655)

duplicated block id: 2034
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/shvit.py (340:348)

duplicated block id: 2035
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (528:536)
 - timm/models/byobnet.py (588:596)

duplicated block id: 2036
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (614:625)
 - timm/models/pvt_v2.py (430:441)

duplicated block id: 2037
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1260)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 2038
size: 9 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (340:348)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2039
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/repvit.py (380:391)

duplicated block id: 2040
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:637)
 - timm/models/mambaout.py (421:429)

duplicated block id: 2041
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/fasternet.py (295:303)

duplicated block id: 2042
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (826:834)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2043
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/gcvit.py (499:507)

duplicated block id: 2044
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (463:471)
 - timm/models/byobnet.py (588:596)

duplicated block id: 2045
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:487)
 - timm/models/xcit.py (441:449)

duplicated block id: 2046
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (705:714)
 - timm/models/efficientvit_mit.py (814:823)

duplicated block id: 2047
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1260)
 - timm/models/twins.py (407:415)

duplicated block id: 2048
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/repghost.py (298:306)

duplicated block id: 2049
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/swiftformer.py (433:441)

duplicated block id: 2050
size: 9 cleaned lines of code
in 2 files:
 - timm/models/twins.py (407:415)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 2051
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (481:492)
 - timm/models/tiny_vit.py (583:594)

duplicated block id: 2052
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/repvit.py (337:345)

duplicated block id: 2053
size: 9 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:550)
 - timm/models/starnet.py (218:229)

duplicated block id: 2054
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (821:829)
 - timm/models/xcit.py (441:449)

duplicated block id: 2055
size: 9 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:655)
 - timm/models/nextvit.py (614:625)

duplicated block id: 2056
size: 9 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:609)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 2057
size: 9 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:507)
 - timm/models/twins.py (407:415)

duplicated block id: 2058
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:648)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 2059
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (463:471)
 - timm/models/byobnet.py (755:763)

duplicated block id: 2060
size: 9 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (711:719)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2061
size: 9 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:609)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2062
size: 9 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (406:417)
 - timm/models/sequencer.py (412:423)

duplicated block id: 2063
size: 9 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1707:1715)
 - timm/models/naflexvit.py (1732:1740)

duplicated block id: 2064
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/davit.py (640:648)

duplicated block id: 2065
size: 9 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (340:348)
 - timm/models/twins.py (407:415)

duplicated block id: 2066
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:298)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2067
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1239:1249)
 - timm/models/gcvit.py (484:494)

duplicated block id: 2068
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:298)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 2069
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/resnet.py (617:625)

duplicated block id: 2070
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/resnet.py (617:625)

duplicated block id: 2071
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/nextvit.py (563:571)

duplicated block id: 2072
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:697)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 2073
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:430)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2074
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/swiftformer.py (433:441)

duplicated block id: 2075
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:648)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2076
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/swin_transformer_v2_cr.py (826:834)

duplicated block id: 2077
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:700)
 - timm/models/starnet.py (218:229)

duplicated block id: 2078
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/fastvit.py (1296:1307)

duplicated block id: 2079
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (551:559)
 - timm/models/swin_transformer_v2.py (568:576)

duplicated block id: 2080
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/rexnet.py (349:357)

duplicated block id: 2081
size: 9 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:520)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 2082
size: 9 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (305:313)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2083
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/hgnet.py (552:563)

duplicated block id: 2084
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/efficientvit_msra.py (523:534)

duplicated block id: 2085
size: 9 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (62:70)
 - timm/optim/mars.py (111:119)

duplicated block id: 2086
size: 9 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (617:625)
 - timm/models/twins.py (407:415)

duplicated block id: 2087
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1546)
 - timm/models/volo.py (1064:1085)

duplicated block id: 2088
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (614:625)
 - timm/models/repvit.py (380:391)

duplicated block id: 2089
size: 9 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:507)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2090
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/metaformer.py (644:655)

duplicated block id: 2091
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/twins.py (407:415)

duplicated block id: 2092
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/twins.py (407:415)

duplicated block id: 2093
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:696)
 - timm/models/tresnet.py (273:283)

duplicated block id: 2094
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (56:64)
 - timm/models/mobilenetv5.py (403:411)

duplicated block id: 2095
size: 9 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (499:509)
 - timm/models/mvitv2.py (819:829)

duplicated block id: 2096
size: 9 cleaned lines of code
in 2 files:
 - timm/models/twins.py (78:86)
 - timm/models/twins.py (175:183)

duplicated block id: 2097
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:430)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 2098
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/vovnet.py (268:276)

duplicated block id: 2099
size: 9 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1431)
 - timm/models/xcit.py (441:449)

duplicated block id: 2100
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:813)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 2101
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/gcvit.py (539:550)

duplicated block id: 2102
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:361)
 - timm/models/mambaout.py (421:429)

duplicated block id: 2103
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/tresnet.py (232:240)

duplicated block id: 2104
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:404)
 - timm/models/nextvit.py (614:625)

duplicated block id: 2105
size: 9 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (54:62)
 - timm/optim/nvnovograd.py (41:49)

duplicated block id: 2106
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (232:240)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 2107
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:697)
 - timm/models/xcit.py (441:449)

duplicated block id: 2108
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1260)
 - timm/models/xcit.py (441:449)

duplicated block id: 2109
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (180:188)
 - timm/models/nest.py (107:115)

duplicated block id: 2110
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:646)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2111
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:923)
 - timm/models/xcit.py (441:449)

duplicated block id: 2112
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (50:58)
 - timm/models/tresnet.py (97:105)

duplicated block id: 2113
size: 9 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (218:229)
 - timm/models/swin_transformer_v2_cr.py (866:877)

duplicated block id: 2114
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:923)
 - timm/models/twins.py (407:415)

duplicated block id: 2115
size: 9 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (656:664)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2116
size: 9 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:507)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 2117
size: 9 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (167:175)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2118
size: 9 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (54:62)
 - timm/optim/laprop.py (41:49)

duplicated block id: 2119
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (30:38)
 - timm/models/xcit.py (33:47)

duplicated block id: 2120
size: 9 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (167:175)
 - timm/models/twins.py (407:415)

duplicated block id: 2121
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convit.py (181:192)
 - timm/models/twins.py (186:198)

duplicated block id: 2122
size: 9 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:563)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 2123
size: 9 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (863:871)
 - timm/models/maxxvit.py (873:881)

duplicated block id: 2124
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/nest.py (425:433)

duplicated block id: 2125
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/repvit.py (337:345)

duplicated block id: 2126
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (433:441)
 - timm/models/xcit.py (441:449)

duplicated block id: 2127
size: 9 cleaned lines of code
in 2 files:
 - timm/models/volo.py (1001:1009)
 - timm/models/vovnet.py (268:276)

duplicated block id: 2128
size: 9 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (298:306)
 - timm/models/xcit.py (441:449)

duplicated block id: 2129
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (92:100)
 - timm/models/nest.py (107:115)

duplicated block id: 2130
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/swin_transformer.py (821:829)

duplicated block id: 2131
size: 9 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (85:94)
 - timm/layers/attention.py (207:217)

duplicated block id: 2132
size: 9 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (380:391)
 - timm/models/starnet.py (218:229)

duplicated block id: 2133
size: 9 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (340:348)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 2134
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/swiftformer.py (433:441)

duplicated block id: 2135
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 2136
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (628:637)
 - timm/models/repvit.py (392:401)

duplicated block id: 2137
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 2138
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:473)
 - timm/models/repghost.py (346:356)

duplicated block id: 2139
size: 9 cleaned lines of code
in 2 files:
 - timm/layers/hybrid_embed.py (201:209)
 - timm/layers/patch_embed.py (127:135)

duplicated block id: 2140
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/swin_transformer.py (821:829)

duplicated block id: 2141
size: 9 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (408:417)
 - timm/models/mlp_mixer.py (503:512)

duplicated block id: 2142
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (409:419)
 - timm/models/gcvit.py (484:494)

duplicated block id: 2143
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/inception_next.py (393:404)

duplicated block id: 2144
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/gcvit.py (539:550)

duplicated block id: 2145
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (212:220)
 - timm/models/byobnet.py (1928:1936)

duplicated block id: 2146
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:700)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 2147
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:637)
 - timm/models/mvitv2.py (837:845)

duplicated block id: 2148
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/tiny_vit.py (583:594)

duplicated block id: 2149
size: 9 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:298)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 2150
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (409:419)
 - timm/models/mvitv2.py (819:829)

duplicated block id: 2151
size: 9 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (184:192)
 - timm/optim/adamw.py (243:251)

duplicated block id: 2152
size: 9 cleaned lines of code
in 2 files:
 - timm/models/eva.py (149:157)
 - timm/models/swin_transformer_v2.py (187:195)

duplicated block id: 2153
size: 9 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (380:391)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 2154
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:646)
 - timm/models/mambaout.py (421:429)

duplicated block id: 2155
size: 9 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:609)
 - timm/models/twins.py (407:415)

duplicated block id: 2156
size: 9 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (340:348)
 - timm/models/xcit.py (441:449)

duplicated block id: 2157
size: 9 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (275:285)
 - timm/models/shvit.py (320:330)

duplicated block id: 2158
size: 9 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (330:340)
 - timm/models/vision_transformer_relpos.py (375:385)

duplicated block id: 2159
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/resnet.py (617:625)

duplicated block id: 2160
size: 9 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (952:960)
 - timm/models/metaformer.py (968:976)

duplicated block id: 2161
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/repghost.py (298:306)

duplicated block id: 2162
size: 9 cleaned lines of code
in 2 files:
 - timm/models/twins.py (407:415)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2163
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 2164
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:526)
 - timm/models/tiny_vit.py (583:594)

duplicated block id: 2165
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/levit.py (689:700)

duplicated block id: 2166
size: 9 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (184:192)
 - timm/optim/adamw.py (329:337)

duplicated block id: 2167
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/fasternet.py (335:346)

duplicated block id: 2168
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:534)
 - timm/models/swiftformer.py (481:492)

duplicated block id: 2169
size: 9 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (606:617)
 - timm/models/hieradet_sam2.py (419:430)

duplicated block id: 2170
size: 9 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:481)
 - timm/models/mambaout.py (466:477)

duplicated block id: 2171
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (307:315)
 - timm/models/mobilenetv5.py (517:526)

duplicated block id: 2172
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (244:253)
 - timm/models/mobilenetv5.py (289:303)

duplicated block id: 2173
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/fastvit.py (1252:1260)

duplicated block id: 2174
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (664:672)
 - timm/models/mambaout.py (680:688)

duplicated block id: 2175
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:381)
 - timm/models/resnetv2.py (656:664)

duplicated block id: 2176
size: 9 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_sam.py (529:540)
 - timm/models/xcit.py (424:435)

duplicated block id: 2177
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (614:625)
 - timm/models/swin_transformer_v2_cr.py (866:877)

duplicated block id: 2178
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/nest.py (425:433)

duplicated block id: 2179
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/metaformer.py (644:655)

duplicated block id: 2180
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:970)
 - timm/models/starnet.py (218:229)

duplicated block id: 2181
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (837:845)
 - timm/models/vovnet.py (268:276)

duplicated block id: 2182
size: 9 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:563)
 - timm/models/nextvit.py (614:625)

duplicated block id: 2183
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (439:449)
 - timm/models/mvitv2.py (815:825)

duplicated block id: 2184
size: 9 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (581:598)
 - timm/models/swin_transformer_v2.py (601:618)

duplicated block id: 2185
size: 9 cleaned lines of code
in 2 files:
 - timm/layers/patch_embed.py (98:110)
 - timm/models/naflexvit.py (391:410)

duplicated block id: 2186
size: 9 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (337:345)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2187
size: 9 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:702)
 - timm/models/efficientvit_msra.py (523:534)

duplicated block id: 2188
size: 9 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (36:44)
 - timm/models/ghostnet.py (115:123)

duplicated block id: 2189
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (28:36)
 - timm/models/byoanet.py (192:200)

duplicated block id: 2190
size: 9 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (72:82)
 - timm/models/vision_transformer_relpos.py (375:385)

duplicated block id: 2191
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:429)
 - timm/models/starnet.py (167:175)

duplicated block id: 2192
size: 9 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (28:36)
 - timm/models/byoanet.py (165:173)

duplicated block id: 2193
size: 9 cleaned lines of code
in 2 files:
 - timm/models/beit.py (252:278)
 - timm/models/nest.py (103:111)

duplicated block id: 2194
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (814:823)
 - timm/models/nextvit.py (628:637)

duplicated block id: 2195
size: 9 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:646)
 - timm/models/vision_transformer_sam.py (543:551)

duplicated block id: 2196
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:487)
 - timm/models/mlp_mixer.py (373:381)

duplicated block id: 2197
size: 9 cleaned lines of code
in 2 files:
 - timm/models/nest.py (425:433)
 - timm/models/xcit.py (441:449)

duplicated block id: 2198
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:471)
 - timm/models/twins.py (407:415)

duplicated block id: 2199
size: 9 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (726:737)
 - timm/models/pvt_v2.py (488:498)

duplicated block id: 2200
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/volo.py (1001:1009)

duplicated block id: 2201
size: 9 cleaned lines of code
in 2 files:
 - timm/models/coat.py (100:109)
 - timm/models/convit.py (139:148)

duplicated block id: 2202
size: 9 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:349)
 - timm/models/nextvit.py (563:571)

duplicated block id: 2203
size: 9 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:689)
 - timm/models/shvit.py (380:391)

duplicated block id: 2204
size: 9 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:473)
 - timm/models/vovnet.py (310:320)

duplicated block id: 2205
size: 8 cleaned lines of code
in 2 files:
 - timm/models/twins.py (509:518)
 - timm/models/xcit.py (602:611)

duplicated block id: 2206
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (799:808)
 - timm/models/hieradet_sam2.py (482:491)

duplicated block id: 2207
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/tiny_vit.py (540:547)

duplicated block id: 2208
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (379:387)
 - timm/models/swiftformer.py (460:468)

duplicated block id: 2209
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (513:522)
 - timm/models/twins.py (458:467)

duplicated block id: 2210
size: 8 cleaned lines of code
in 2 files:
 - timm/models/dla.py (347:356)
 - timm/models/inception_v3.py (329:338)

duplicated block id: 2211
size: 8 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (223:233)
 - timm/models/vision_transformer_sam.py (186:196)

duplicated block id: 2212
size: 8 cleaned lines of code
in 2 files:
 - timm/models/davit.py (461:468)
 - timm/models/davit.py (473:480)

duplicated block id: 2213
size: 8 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (636:644)
 - timm/models/edgenext.py (537:544)

duplicated block id: 2214
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (332:341)
 - timm/models/hiera.py (730:739)

duplicated block id: 2215
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:297)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2216
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/resnetv2.py (656:663)

duplicated block id: 2217
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/rdnet.py (305:312)

duplicated block id: 2218
size: 8 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (216:225)
 - timm/models/swin_transformer_v2.py (912:921)

duplicated block id: 2219
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/efficientformer_v2.py (629:636)

duplicated block id: 2220
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/repghost.py (298:305)

duplicated block id: 2221
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (261:268)
 - timm/models/mvitv2.py (271:278)

duplicated block id: 2222
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/mambaout.py (463:472)

duplicated block id: 2223
size: 8 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (450:458)
 - timm/models/swiftformer.py (461:469)

duplicated block id: 2224
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (696:705)
 - timm/models/twins.py (373:382)

duplicated block id: 2225
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (296:303)
 - timm/models/twins.py (392:399)

duplicated block id: 2226
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/vovnet.py (310:319)

duplicated block id: 2227
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/tresnet.py (273:282)

duplicated block id: 2228
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/swin_transformer_v2_cr.py (826:833)

duplicated block id: 2229
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (448:456)
 - timm/models/swiftformer.py (460:468)

duplicated block id: 2230
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/tiny_vit.py (540:547)

duplicated block id: 2231
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/starnet.py (167:174)

duplicated block id: 2232
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_resnet_v2.py (210:217)
 - timm/models/inception_v4.py (237:244)

duplicated block id: 2233
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:472)
 - timm/models/rexnet.py (392:401)

duplicated block id: 2234
size: 8 cleaned lines of code
in 2 files:
 - timm/models/levit.py (620:629)
 - timm/models/tnt.py (327:336)

duplicated block id: 2235
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/regnet.py (711:718)

duplicated block id: 2236
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/resnet.py (617:624)

duplicated block id: 2237
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/mvitv2.py (837:844)

duplicated block id: 2238
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (696:705)
 - timm/models/dla.py (343:352)

duplicated block id: 2239
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (676:685)
 - timm/models/twins.py (458:467)

duplicated block id: 2240
size: 8 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (525:533)
 - timm/models/swiftformer.py (460:468)

duplicated block id: 2241
size: 8 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (737:746)
 - timm/models/hiera.py (730:739)

duplicated block id: 2242
size: 8 cleaned lines of code
in 2 files:
 - timm/models/levit.py (834:843)
 - timm/models/pit.py (385:394)

duplicated block id: 2243
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/swiftformer.py (433:440)

duplicated block id: 2244
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/tiny_vit.py (580:589)

duplicated block id: 2245
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (295:302)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2246
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/swin_transformer.py (821:828)

duplicated block id: 2247
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (892:901)
 - timm/models/twins.py (458:467)

duplicated block id: 2248
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (676:685)
 - timm/models/vision_transformer_relpos.py (454:463)

duplicated block id: 2249
size: 8 cleaned lines of code
in 2 files:
 - timm/models/eva.py (768:777)
 - timm/models/swiftformer.py (479:488)

duplicated block id: 2250
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/hgnet.py (512:519)

duplicated block id: 2251
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (479:488)
 - timm/models/twins.py (458:467)

duplicated block id: 2252
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (538:546)
 - timm/models/swiftformer.py (460:468)

duplicated block id: 2253
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (449:457)
 - timm/models/pvt_v2.py (417:425)

duplicated block id: 2254
size: 8 cleaned lines of code
in 2 files:
 - timm/models/coat.py (523:530)
 - timm/models/twins.py (392:399)

duplicated block id: 2255
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/repvit.py (337:344)

duplicated block id: 2256
size: 8 cleaned lines of code
in 2 files:
 - timm/optim/adahessian.py (38:45)
 - timm/optim/adopt.py (88:95)

duplicated block id: 2257
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/tresnet.py (232:239)

duplicated block id: 2258
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:472)
 - timm/models/mobilenetv5.py (317:329)

duplicated block id: 2259
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (448:457)
 - timm/models/starnet.py (230:238)

duplicated block id: 2260
size: 8 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (536:545)
 - timm/models/hiera.py (730:739)

duplicated block id: 2261
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (260:267)
 - timm/models/convit.py (298:305)

duplicated block id: 2262
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (261:268)
 - timm/models/mvitv2.py (439:446)

duplicated block id: 2263
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:519)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2264
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (440:449)
 - timm/models/fasternet.py (276:285)

duplicated block id: 2265
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (332:341)
 - timm/models/hieradet_sam2.py (482:491)

duplicated block id: 2266
size: 8 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:506)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2267
size: 8 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:492)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2268
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (353:361)
 - timm/models/swin_transformer_v2.py (373:381)

duplicated block id: 2269
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/metaformer.py (641:650)

duplicated block id: 2270
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:428)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2271
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/vision_transformer_sam.py (543:550)

duplicated block id: 2272
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/pit.py (258:265)

duplicated block id: 2273
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:407)
 - timm/models/efficientformer.py (513:522)

duplicated block id: 2274
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/repvit.py (377:386)

duplicated block id: 2275
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/volo.py (1001:1008)

duplicated block id: 2276
size: 8 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:608)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2277
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/xcit.py (441:448)

duplicated block id: 2278
size: 8 cleaned lines of code
in 2 files:
 - timm/models/pit.py (384:393)
 - timm/models/vision_transformer_relpos.py (507:516)

duplicated block id: 2279
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/xcit.py (441:448)

duplicated block id: 2280
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/pvt_v2.py (427:436)

duplicated block id: 2281
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:533)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2282
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (429:436)
 - timm/models/mvitv2.py (439:446)

duplicated block id: 2283
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/swin_transformer_v2_cr.py (863:872)

duplicated block id: 2284
size: 8 cleaned lines of code
in 2 files:
 - timm/data/auto_augment.py (606:614)
 - timm/data/auto_augment.py (977:985)

duplicated block id: 2285
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/metaformer.py (601:608)

duplicated block id: 2286
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/efficientvit_msra.py (479:486)

duplicated block id: 2287
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/vision_transformer_sam.py (543:550)

duplicated block id: 2288
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (918:925)
 - timm/models/efficientnet.py (1299:1306)

duplicated block id: 2289
size: 8 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:549)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2290
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (1040:1049)
 - timm/models/vitamin.py (293:302)

duplicated block id: 2291
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/xcit.py (441:448)

duplicated block id: 2292
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (696:705)
 - timm/models/dpn.py (247:256)

duplicated block id: 2293
size: 8 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (689:696)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2294
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (676:685)
 - timm/models/swin_transformer_v2.py (912:921)

duplicated block id: 2295
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/pit.py (258:265)

duplicated block id: 2296
size: 8 cleaned lines of code
in 2 files:
 - inference.py (162:171)
 - validate.py (173:182)

duplicated block id: 2297
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (520:529)
 - timm/models/hiera.py (730:739)

duplicated block id: 2298
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/tresnet.py (232:239)

duplicated block id: 2299
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:297)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2300
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:407)
 - timm/models/nextvit.py (612:621)

duplicated block id: 2301
size: 8 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (830:837)
 - timm/models/repghost.py (437:444)

duplicated block id: 2302
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:472)
 - timm/models/resnet.py (661:670)

duplicated block id: 2303
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (492:499)
 - timm/models/fastvit.py (1279:1286)

duplicated block id: 2304
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (207:214)
 - timm/models/tnt.py (222:229)

duplicated block id: 2305
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (956:965)
 - timm/models/hiera.py (730:739)

duplicated block id: 2306
size: 8 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (536:545)
 - timm/models/hieradet_sam2.py (482:491)

duplicated block id: 2307
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/mobilenetv5.py (317:329)

duplicated block id: 2308
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/efficientformer.py (463:470)

duplicated block id: 2309
size: 8 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (709:718)
 - timm/models/xcit.py (505:514)

duplicated block id: 2310
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/repghost.py (346:355)

duplicated block id: 2311
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/tiny_vit.py (540:547)

duplicated block id: 2312
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/pvt_v2.py (390:397)

duplicated block id: 2313
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/pit.py (258:265)

duplicated block id: 2314
size: 8 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:654)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2315
size: 8 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (74:81)
 - timm/models/fastvit.py (44:51)

duplicated block id: 2316
size: 8 cleaned lines of code
in 2 files:
 - timm/models/dpn.py (247:256)
 - timm/models/twins.py (373:382)

duplicated block id: 2317
size: 8 cleaned lines of code
in 2 files:
 - inference.py (80:87)
 - validate.py (94:101)

duplicated block id: 2318
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/volo.py (1001:1008)

duplicated block id: 2319
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (549:558)
 - timm/models/hiera.py (730:739)

duplicated block id: 2320
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/inception_v4.py (290:297)

duplicated block id: 2321
size: 8 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (612:621)
 - timm/models/xcit.py (505:514)

duplicated block id: 2322
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/efficientvit_mit.py (915:922)

duplicated block id: 2323
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (1040:1049)
 - timm/models/vision_transformer_hybrid.py (140:149)

duplicated block id: 2324
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/fasternet.py (295:302)

duplicated block id: 2325
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (676:685)
 - timm/models/xcit.py (505:514)

duplicated block id: 2326
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/rexnet.py (349:356)

duplicated block id: 2327
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (479:488)
 - timm/models/vision_transformer_relpos.py (454:463)

duplicated block id: 2328
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/fastvit.py (1252:1259)

duplicated block id: 2329
size: 8 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (414:423)
 - timm/models/twins.py (377:386)

duplicated block id: 2330
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/resnet.py (617:624)

duplicated block id: 2331
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/mvitv2.py (837:844)

duplicated block id: 2332
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/swiftformer.py (433:440)

duplicated block id: 2333
size: 8 cleaned lines of code
in 2 files:
 - timm/models/beit.py (507:515)
 - timm/models/convit.py (323:331)

duplicated block id: 2334
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:407)
 - timm/models/resnetv2.py (709:718)

duplicated block id: 2335
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/nextvit.py (563:570)

duplicated block id: 2336
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/resnet.py (617:624)

duplicated block id: 2337
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/resnet.py (661:670)

duplicated block id: 2338
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:345)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2339
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (368:376)
 - timm/models/focalnet.py (104:112)

duplicated block id: 2340
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (293:302)
 - timm/models/swin_transformer_v2.py (300:317)

duplicated block id: 2341
size: 8 cleaned lines of code
in 2 files:
 - timm/models/res2net.py (124:131)
 - timm/models/resnet.py (745:752)

duplicated block id: 2342
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/efficientvit_mit.py (758:765)

duplicated block id: 2343
size: 8 cleaned lines of code
in 2 files:
 - timm/models/dla.py (347:356)
 - timm/models/selecsls.py (155:164)

duplicated block id: 2344
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (742:751)
 - timm/models/tnt.py (326:335)

duplicated block id: 2345
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1259)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2346
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/nest.py (425:432)

duplicated block id: 2347
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:428)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2348
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (463:472)
 - timm/models/mobilenetv3.py (238:247)

duplicated block id: 2349
size: 8 cleaned lines of code
in 2 files:
 - timm/scheduler/cosine_lr.py (66:73)
 - timm/scheduler/tanh_lr.py (64:71)

duplicated block id: 2350
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/swiftformer.py (433:440)

duplicated block id: 2351
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/resnetv2.py (656:663)

duplicated block id: 2352
size: 8 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (481:490)
 - timm/models/shvit.py (321:330)

duplicated block id: 2353
size: 8 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:647)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2354
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/swin_transformer_v2_cr.py (826:833)

duplicated block id: 2355
size: 8 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (91:99)
 - timm/optim/nadamw.py (99:107)

duplicated block id: 2356
size: 8 cleaned lines of code
in 2 files:
 - timm/optim/nadamw.py (162:169)
 - timm/optim/nadamw.py (300:307)

duplicated block id: 2357
size: 8 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:608)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2358
size: 8 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (612:621)
 - timm/models/twins.py (458:467)

duplicated block id: 2359
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/repvit.py (337:344)

duplicated block id: 2360
size: 8 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (581:588)
 - timm/models/vision_transformer_sam.py (452:459)

duplicated block id: 2361
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (161:173)
 - timm/models/efficientformer_v2.py (327:339)

duplicated block id: 2362
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/shvit.py (340:347)

duplicated block id: 2363
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (239:246)
 - timm/models/mvitv2.py (407:414)

duplicated block id: 2364
size: 8 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:695)
 - timm/models/mobilenetv3.py (238:247)

duplicated block id: 2365
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_v3.py (257:264)
 - timm/models/inception_v4.py (237:244)

duplicated block id: 2366
size: 8 cleaned lines of code
in 2 files:
 - timm/optim/nadamw.py (162:169)
 - timm/optim/nadamw.py (217:224)

duplicated block id: 2367
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (956:965)
 - timm/models/hieradet_sam2.py (482:491)

duplicated block id: 2368
size: 8 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:429)
 - timm/models/efficientnet.py (219:226)

duplicated block id: 2369
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (240:248)
 - timm/models/focalnet.py (104:112)

duplicated block id: 2370
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/mvitv2.py (837:844)

duplicated block id: 2371
size: 8 cleaned lines of code
in 2 files:
 - timm/models/deit.py (130:139)
 - timm/models/xcit.py (602:611)

duplicated block id: 2372
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/metaformer.py (601:608)

duplicated block id: 2373
size: 8 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1517:1542)
 - timm/models/maxxvit.py (1574:1591)

duplicated block id: 2374
size: 8 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:480)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2375
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (456:465)
 - timm/models/tnt.py (326:335)

duplicated block id: 2376
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/nextvit.py (563:570)

duplicated block id: 2377
size: 8 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1468:1475)
 - timm/models/eva.py (1520:1527)

duplicated block id: 2378
size: 8 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1468:1475)
 - timm/models/eva.py (1542:1549)

duplicated block id: 2379
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:636)
 - timm/models/efficientnet.py (219:226)

duplicated block id: 2380
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/metaformer.py (641:650)

duplicated block id: 2381
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/mobilenetv3.py (238:247)

duplicated block id: 2382
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/vovnet.py (268:275)

duplicated block id: 2383
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:403)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2384
size: 8 cleaned lines of code
in 2 files:
 - timm/models/beit.py (550:570)
 - timm/models/coat.py (555:564)

duplicated block id: 2385
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (394:401)
 - timm/models/swin_transformer_v2_cr.py (358:365)

duplicated block id: 2386
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/shvit.py (340:347)

duplicated block id: 2387
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/shvit.py (340:347)

duplicated block id: 2388
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/pvt_v2.py (390:397)

duplicated block id: 2389
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (937:948)
 - timm/models/mambaout.py (444:454)

duplicated block id: 2390
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/shvit.py (340:347)

duplicated block id: 2391
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1259)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2392
size: 8 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (407:416)
 - timm/models/vovnet.py (253:262)

duplicated block id: 2393
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:407)
 - timm/models/swin_transformer_v2.py (912:921)

duplicated block id: 2394
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1306)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2395
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/mvitv2.py (837:844)

duplicated block id: 2396
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/mlp_mixer.py (373:380)

duplicated block id: 2397
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (223:230)
 - timm/models/efficientvit_msra.py (288:295)

duplicated block id: 2398
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/pit.py (258:265)

duplicated block id: 2399
size: 8 cleaned lines of code
in 2 files:
 - timm/models/res2net.py (22:30)
 - timm/models/sknet.py (84:92)

duplicated block id: 2400
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (479:488)
 - timm/models/swin_transformer_v2.py (912:921)

duplicated block id: 2401
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (147:156)
 - timm/layers/filter_response_norm.py (56:65)

duplicated block id: 2402
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/xcit.py (441:448)

duplicated block id: 2403
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/tiny_vit.py (580:589)

duplicated block id: 2404
size: 8 cleaned lines of code
in 2 files:
 - inference.py (220:227)
 - validate.py (254:261)

duplicated block id: 2405
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/rexnet.py (349:356)

duplicated block id: 2406
size: 8 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (670:679)
 - timm/models/starnet.py (147:156)

duplicated block id: 2407
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/nest.py (425:432)

duplicated block id: 2408
size: 8 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:647)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2409
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/levit.py (638:645)

duplicated block id: 2410
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (549:593)
 - timm/models/tnt.py (456:466)

duplicated block id: 2411
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/repghost.py (298:305)

duplicated block id: 2412
size: 8 cleaned lines of code
in 2 files:
 - timm/models/twins.py (186:197)
 - timm/models/visformer.py (107:116)

duplicated block id: 2413
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (54:61)
 - timm/models/fastvit.py (521:528)

duplicated block id: 2414
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (276:285)
 - timm/models/gcvit.py (481:490)

duplicated block id: 2415
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/swin_transformer_v2_cr.py (863:872)

duplicated block id: 2416
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (440:447)
 - timm/models/efficientvit_mit.py (449:456)

duplicated block id: 2417
size: 8 cleaned lines of code
in 2 files:
 - timm/models/nest.py (70:77)
 - timm/models/pvt_v2.py (133:140)

duplicated block id: 2418
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (422:432)
 - timm/models/xcit.py (406:415)

duplicated block id: 2419
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/pvt_v2.py (390:397)

duplicated block id: 2420
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (513:522)
 - timm/models/xcit.py (505:514)

duplicated block id: 2421
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:922)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2422
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/starnet.py (167:174)

duplicated block id: 2423
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/regnet.py (711:718)

duplicated block id: 2424
size: 8 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (893:900)
 - timm/models/vision_transformer_relpos.py (466:473)

duplicated block id: 2425
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/inception_v4.py (329:338)

duplicated block id: 2426
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (912:921)
 - timm/models/xcit.py (505:514)

duplicated block id: 2427
size: 8 cleaned lines of code
in 2 files:
 - timm/models/convit.py (242:249)
 - timm/models/tnt.py (222:229)

duplicated block id: 2428
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:904)
 - timm/models/tiny_vit.py (583:593)

duplicated block id: 2429
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/gcvit.py (499:506)

duplicated block id: 2430
size: 8 cleaned lines of code
in 2 files:
 - timm/models/beit.py (430:438)
 - timm/models/cait.py (246:254)

duplicated block id: 2431
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/nest.py (425:432)

duplicated block id: 2432
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:812)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2433
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (714:723)
 - timm/models/efficientvit_mit.py (980:989)

duplicated block id: 2434
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:380)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2435
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:360)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2436
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (322:330)
 - timm/models/mambaout.py (449:457)

duplicated block id: 2437
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:922)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2438
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/levit.py (686:695)

duplicated block id: 2439
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (892:901)
 - timm/models/xcit.py (505:514)

duplicated block id: 2440
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:470)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2441
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/shvit.py (377:386)

duplicated block id: 2442
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/nextvit.py (563:570)

duplicated block id: 2443
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (54:61)
 - timm/models/volo.py (233:240)

duplicated block id: 2444
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/tresnet.py (232:239)

duplicated block id: 2445
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:486)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2446
size: 8 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (515:522)
 - timm/models/swiftformer.py (461:469)

duplicated block id: 2447
size: 8 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1430)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2448
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/tiny_vit.py (540:547)

duplicated block id: 2449
size: 8 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (507:516)
 - timm/models/twins.py (373:382)

duplicated block id: 2450
size: 8 cleaned lines of code
in 2 files:
 - timm/models/nest.py (98:105)
 - timm/models/vision_transformer_relpos.py (121:128)

duplicated block id: 2451
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:407)
 - timm/models/efficientformer_v2.py (676:685)

duplicated block id: 2452
size: 8 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:429)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2453
size: 8 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (639:650)
 - timm/models/tresnet.py (306:317)

duplicated block id: 2454
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:470)
 - timm/models/efficientnet.py (219:226)

duplicated block id: 2455
size: 8 cleaned lines of code
in 2 files:
 - timm/models/eva.py (865:872)
 - timm/models/vision_transformer.py (1251:1258)

duplicated block id: 2456
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/regnet.py (711:718)

duplicated block id: 2457
size: 8 cleaned lines of code
in 2 files:
 - timm/models/dla.py (343:352)
 - timm/models/twins.py (373:382)

duplicated block id: 2458
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/volo.py (1001:1008)

duplicated block id: 2459
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:636)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2460
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (584:593)
 - timm/models/hieradet_sam2.py (402:411)

duplicated block id: 2461
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/swin_transformer_v2.py (866:873)

duplicated block id: 2462
size: 8 cleaned lines of code
in 2 files:
 - timm/models/eva.py (768:777)
 - timm/models/starnet.py (216:225)

duplicated block id: 2463
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:476)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2464
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/regnet.py (711:718)

duplicated block id: 2465
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/swin_transformer.py (821:828)

duplicated block id: 2466
size: 8 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (163:170)
 - timm/models/nest.py (97:104)

duplicated block id: 2467
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/inception_v4.py (329:338)

duplicated block id: 2468
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (672:681)
 - timm/models/fastvit.py (178:187)

duplicated block id: 2469
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:407)
 - timm/models/starnet.py (216:225)

duplicated block id: 2470
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (290:297)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2471
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:470)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2472
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/ghostnet.py (689:696)

duplicated block id: 2473
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (449:457)
 - timm/models/shvit.py (367:375)

duplicated block id: 2474
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/swin_transformer_v2_cr.py (826:833)

duplicated block id: 2475
size: 8 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (273:282)
 - timm/models/_efficientnet_blocks.py (685:694)

duplicated block id: 2476
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/inception_next.py (390:399)

duplicated block id: 2477
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1295:1315)
 - timm/models/regnet.py (546:566)

duplicated block id: 2478
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:360)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2479
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/resnet.py (617:624)

duplicated block id: 2480
size: 8 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (216:225)
 - timm/models/xcit.py (505:514)

duplicated block id: 2481
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/levit.py (638:645)

duplicated block id: 2482
size: 8 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (25:32)
 - timm/models/rdnet.py (40:47)

duplicated block id: 2483
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (245:253)
 - timm/models/mobilenetv5.py (502:511)

duplicated block id: 2484
size: 8 cleaned lines of code
in 2 files:
 - timm/models/dla.py (38:47)
 - timm/models/dla.py (75:84)

duplicated block id: 2485
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (86:94)
 - timm/models/eva.py (185:194)

duplicated block id: 2486
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (426:435)
 - timm/models/volo.py (1062:1071)

duplicated block id: 2487
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (456:465)
 - timm/models/repghost.py (278:287)

duplicated block id: 2488
size: 8 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (222:229)
 - timm/models/xcit.py (289:296)

duplicated block id: 2489
size: 8 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:429)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2490
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/resnetv2.py (656:663)

duplicated block id: 2491
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (816:825)
 - timm/models/shvit.py (321:330)

duplicated block id: 2492
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/shvit.py (377:386)

duplicated block id: 2493
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:636)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2494
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (629:636)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2495
size: 8 cleaned lines of code
in 2 files:
 - timm/models/beit.py (847:854)
 - timm/models/vision_transformer.py (1444:1451)

duplicated block id: 2496
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/inception_next.py (390:399)

duplicated block id: 2497
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (353:361)
 - timm/models/pnasnet.py (333:341)

duplicated block id: 2498
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/attention2d.py (157:164)
 - timm/layers/attention2d.py (177:184)

duplicated block id: 2499
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/pvt_v2.py (390:397)

duplicated block id: 2500
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/starnet.py (167:174)

duplicated block id: 2501
size: 8 cleaned lines of code
in 2 files:
 - timm/models/eva.py (768:777)
 - timm/models/mvitv2.py (892:901)

duplicated block id: 2502
size: 8 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (143:153)
 - timm/models/visformer.py (107:116)

duplicated block id: 2503
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (676:685)
 - timm/models/eva.py (768:777)

duplicated block id: 2504
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (353:361)
 - timm/models/nasnet.py (555:563)

duplicated block id: 2505
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/pvt_v2.py (390:397)

duplicated block id: 2506
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:519)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2507
size: 8 cleaned lines of code
in 2 files:
 - timm/models/beit.py (507:515)
 - timm/models/tnt.py (307:315)

duplicated block id: 2508
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_resnet_v2.py (210:217)
 - timm/models/inception_v3.py (257:264)

duplicated block id: 2509
size: 8 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (306:313)
 - timm/models/twins.py (392:399)

duplicated block id: 2510
size: 8 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (382:389)
 - timm/models/twins.py (392:399)

duplicated block id: 2511
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/mobilenetv3.py (238:247)

duplicated block id: 2512
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/twins.py (407:414)

duplicated block id: 2513
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (194:204)
 - timm/models/vision_transformer_relpos.py (97:107)

duplicated block id: 2514
size: 8 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (159:167)
 - timm/models/vision_transformer_sam.py (234:242)

duplicated block id: 2515
size: 8 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (524:533)
 - timm/models/tnt.py (326:335)

duplicated block id: 2516
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (360:368)
 - timm/models/ghostnet.py (772:780)

duplicated block id: 2517
size: 8 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:647)
 - timm/models/efficientnet.py (219:226)

duplicated block id: 2518
size: 8 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:492)
 - timm/models/efficientnet.py (219:226)

duplicated block id: 2519
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/repvit.py (337:344)

duplicated block id: 2520
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/efficientnet.py (219:226)

duplicated block id: 2521
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/levit.py (686:695)

duplicated block id: 2522
size: 8 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (88:108)
 - timm/models/maxxvit.py (627:638)

duplicated block id: 2523
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/gcvit.py (499:506)

duplicated block id: 2524
size: 8 cleaned lines of code
in 2 files:
 - timm/models/coat.py (558:566)
 - timm/models/crossvit.py (412:420)

duplicated block id: 2525
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/pvt_v2.py (427:436)

duplicated block id: 2526
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (212:219)
 - timm/layers/evo_norm.py (317:324)

duplicated block id: 2527
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/vovnet.py (268:275)

duplicated block id: 2528
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (892:901)
 - timm/models/swin_transformer_v2.py (912:921)

duplicated block id: 2529
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (512:519)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2530
size: 8 cleaned lines of code
in 2 files:
 - timm/models/convit.py (181:191)
 - timm/models/visformer.py (107:116)

duplicated block id: 2531
size: 8 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:699)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2532
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/starnet.py (167:174)

duplicated block id: 2533
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/swin_transformer.py (821:828)

duplicated block id: 2534
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (661:670)
 - timm/models/swin_transformer_v2.py (696:704)

duplicated block id: 2535
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/volo.py (1001:1008)

duplicated block id: 2536
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (88:96)
 - timm/models/inception_v4.py (142:150)

duplicated block id: 2537
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/vovnet.py (268:275)

duplicated block id: 2538
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/tresnet.py (232:239)

duplicated block id: 2539
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (714:723)
 - timm/models/efficientvit_mit.py (823:832)

duplicated block id: 2540
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/rdnet.py (305:312)

duplicated block id: 2541
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:407)
 - timm/models/mvitv2.py (892:901)

duplicated block id: 2542
size: 8 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (506:515)
 - timm/models/xcit.py (602:611)

duplicated block id: 2543
size: 8 cleaned lines of code
in 2 files:
 - timm/models/res2net.py (72:82)
 - timm/models/resnest.py (85:95)

duplicated block id: 2544
size: 8 cleaned lines of code
in 2 files:
 - timm/models/beit.py (662:669)
 - timm/models/vision_transformer_relpos.py (466:473)

duplicated block id: 2545
size: 8 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (612:621)
 - timm/models/vision_transformer_relpos.py (454:463)

duplicated block id: 2546
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (421:428)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2547
size: 8 cleaned lines of code
in 2 files:
 - timm/models/convit.py (322:329)
 - timm/models/twins.py (392:399)

duplicated block id: 2548
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:486)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2549
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/rdnet.py (305:312)

duplicated block id: 2550
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (194:204)
 - timm/models/vision_transformer_sam.py (186:196)

duplicated block id: 2551
size: 8 cleaned lines of code
in 2 files:
 - timm/data/mixup.py (250:257)
 - timm/data/mixup.py (322:329)

duplicated block id: 2552
size: 8 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (709:718)
 - timm/models/vision_transformer_relpos.py (454:463)

duplicated block id: 2553
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:765)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2554
size: 8 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:695)
 - timm/models/rexnet.py (392:401)

duplicated block id: 2555
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (353:360)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2556
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (108:117)
 - timm/models/inception_v4.py (167:176)

duplicated block id: 2557
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (899:908)
 - timm/models/repghost.py (278:287)

duplicated block id: 2558
size: 8 cleaned lines of code
in 2 files:
 - timm/models/visformer.py (293:300)
 - timm/models/visformer.py (327:334)

duplicated block id: 2559
size: 8 cleaned lines of code
in 2 files:
 - timm/models/davit.py (715:724)
 - timm/models/rdnet.py (377:386)

duplicated block id: 2560
size: 8 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (496:503)
 - timm/models/sequencer.py (513:520)

duplicated block id: 2561
size: 8 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (496:503)
 - timm/models/sequencer.py (530:537)

duplicated block id: 2562
size: 8 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1430)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2563
size: 8 cleaned lines of code
in 2 files:
 - timm/data/naflex_loader.py (355:363)
 - timm/data/naflex_loader.py (403:411)

duplicated block id: 2564
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (76:83)
 - timm/models/eva.py (172:179)

duplicated block id: 2565
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (418:425)
 - timm/layers/norm_act.py (446:453)

duplicated block id: 2566
size: 8 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (216:225)
 - timm/models/vision_transformer_relpos.py (454:463)

duplicated block id: 2567
size: 8 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:506)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2568
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/swin_transformer_v2.py (866:873)

duplicated block id: 2569
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/maxxvit.py (1423:1430)

duplicated block id: 2570
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1237:1246)
 - timm/models/vovnet.py (253:262)

duplicated block id: 2571
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1252:1259)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2572
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (892:901)
 - timm/models/vision_transformer_relpos.py (454:463)

duplicated block id: 2573
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (513:522)
 - timm/models/eva.py (768:777)

duplicated block id: 2574
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (444:454)
 - timm/models/metaformer.py (623:633)

duplicated block id: 2575
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/nextvit.py (563:570)

duplicated block id: 2576
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/mobilenetv5.py (317:329)

duplicated block id: 2577
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/mambaout.py (421:428)

duplicated block id: 2578
size: 8 cleaned lines of code
in 2 files:
 - timm/models/senet.py (61:70)
 - timm/models/senet.py (163:172)

duplicated block id: 2579
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (182:191)
 - timm/layers/filter_response_norm.py (56:65)

duplicated block id: 2580
size: 8 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1392:1399)
 - timm/models/eva.py (1542:1549)

duplicated block id: 2581
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_resnet_v2.py (260:268)
 - timm/models/inception_v3.py (322:330)

duplicated block id: 2582
size: 8 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (164:171)
 - timm/models/vision_transformer.py (217:224)

duplicated block id: 2583
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (330:338)
 - timm/models/convit.py (346:354)

duplicated block id: 2584
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/swiftformer.py (433:440)

duplicated block id: 2585
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/shvit.py (340:347)

duplicated block id: 2586
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/mlp_mixer.py (373:380)

duplicated block id: 2587
size: 8 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (499:506)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2588
size: 8 cleaned lines of code
in 2 files:
 - timm/models/davit.py (606:615)
 - timm/models/tiny_vit.py (498:509)

duplicated block id: 2589
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (274:281)
 - timm/layers/norm_act.py (286:293)

duplicated block id: 2590
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (276:285)
 - timm/models/mvitv2.py (816:825)

duplicated block id: 2591
size: 8 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (937:944)
 - timm/models/metaformer.py (969:976)

duplicated block id: 2592
size: 8 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (937:944)
 - timm/models/metaformer.py (953:960)

duplicated block id: 2593
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (915:922)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2594
size: 8 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (278:287)
 - timm/models/tnt.py (326:335)

duplicated block id: 2595
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (780:791)
 - timm/models/mambaout.py (444:454)

duplicated block id: 2596
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (288:295)
 - timm/layers/norm_act.py (329:336)

duplicated block id: 2597
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/swin_transformer_v2.py (866:873)

duplicated block id: 2598
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/tiny_vit.py (540:547)

duplicated block id: 2599
size: 8 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (601:608)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2600
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/hybrid_embed.py (63:71)
 - timm/layers/patch_embed.py (49:57)

duplicated block id: 2601
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (805:812)
 - timm/models/cspnet.py (817:825)

duplicated block id: 2602
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (674:681)
 - timm/models/swin_transformer_v2.py (708:715)

duplicated block id: 2603
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (120:127)
 - timm/layers/mlp.py (165:172)

duplicated block id: 2604
size: 8 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (97:107)
 - timm/models/vision_transformer_sam.py (186:196)

duplicated block id: 2605
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/twins.py (407:414)

duplicated block id: 2606
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/fasternet.py (295:302)

duplicated block id: 2607
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (899:908)
 - timm/models/tnt.py (326:335)

duplicated block id: 2608
size: 8 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (287:294)
 - timm/models/vision_transformer_sam.py (168:175)

duplicated block id: 2609
size: 8 cleaned lines of code
in 2 files:
 - timm/models/eva.py (768:777)
 - timm/models/nextvit.py (612:621)

duplicated block id: 2610
size: 8 cleaned lines of code
in 2 files:
 - timm/optim/sgdw.py (146:153)
 - timm/optim/sgdw.py (245:252)

duplicated block id: 2611
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (411:429)
 - timm/models/swin_transformer_v2.py (440:450)

duplicated block id: 2612
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (520:529)
 - timm/models/hieradet_sam2.py (482:491)

duplicated block id: 2613
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (390:397)
 - timm/layers/norm_act.py (418:425)

duplicated block id: 2614
size: 8 cleaned lines of code
in 2 files:
 - timm/optim/sgdw.py (146:153)
 - timm/optim/sgdw.py (199:206)

duplicated block id: 2615
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (606:615)
 - timm/models/fasternet.py (276:285)

duplicated block id: 2616
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (799:808)
 - timm/models/hiera.py (730:739)

duplicated block id: 2617
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:904)
 - timm/models/shvit.py (380:390)

duplicated block id: 2618
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (606:615)
 - timm/models/shvit.py (321:330)

duplicated block id: 2619
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (606:615)
 - timm/models/gcvit.py (481:490)

duplicated block id: 2620
size: 8 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (873:882)
 - timm/models/volo.py (1062:1071)

duplicated block id: 2621
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/rdnet.py (305:312)

duplicated block id: 2622
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2623
size: 8 cleaned lines of code
in 2 files:
 - timm/data/loader.py (82:89)
 - timm/data/naflex_loader.py (30:37)

duplicated block id: 2624
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/ghostnet.py (689:696)

duplicated block id: 2625
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/efficientvit_msra.py (479:486)

duplicated block id: 2626
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (542:551)
 - timm/models/swiftformer.py (508:517)

duplicated block id: 2627
size: 8 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (78:85)
 - timm/models/vision_transformer_sam.py (168:175)

duplicated block id: 2628
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (444:454)
 - timm/models/repvit.py (359:369)

duplicated block id: 2629
size: 8 cleaned lines of code
in 2 files:
 - timm/models/dpn.py (247:256)
 - timm/models/nasnet.py (507:516)

duplicated block id: 2630
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:380)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2631
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (345:353)
 - timm/models/efficientformer_v2.py (500:508)

duplicated block id: 2632
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (402:411)
 - timm/models/vision_transformer_relpos.py (356:365)

duplicated block id: 2633
size: 8 cleaned lines of code
in 2 files:
 - timm/models/eva.py (768:777)
 - timm/models/resnetv2.py (709:718)

duplicated block id: 2634
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:765)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2635
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/swin_transformer.py (821:828)

duplicated block id: 2636
size: 8 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (107:116)
 - timm/models/resnetv2.py (344:353)

duplicated block id: 2637
size: 8 cleaned lines of code
in 2 files:
 - timm/models/beit.py (847:854)
 - timm/models/eva.py (980:987)

duplicated block id: 2638
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_resnet_v2.py (94:103)
 - timm/models/inception_v4.py (108:117)

duplicated block id: 2639
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/tresnet.py (232:239)

duplicated block id: 2640
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/inception_next.py (353:360)

duplicated block id: 2641
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/mambaout.py (463:472)

duplicated block id: 2642
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1525:1534)
 - timm/models/regnet.py (755:764)

duplicated block id: 2643
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/nest.py (425:432)

duplicated block id: 2644
size: 8 cleaned lines of code
in 2 files:
 - timm/models/levit.py (834:843)
 - timm/models/twins.py (511:520)

duplicated block id: 2645
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/vision_transformer_sam.py (543:550)

duplicated block id: 2646
size: 8 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (762:770)
 - timm/models/mobilenetv3.py (287:304)

duplicated block id: 2647
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (54:61)
 - timm/models/twins.py (175:182)

duplicated block id: 2648
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/regnet.py (711:718)

duplicated block id: 2649
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (406:415)
 - timm/models/vovnet.py (253:262)

duplicated block id: 2650
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (54:61)
 - timm/models/twins.py (78:85)

duplicated block id: 2651
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (513:522)
 - timm/models/swin_transformer_v2.py (912:921)

duplicated block id: 2652
size: 8 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (278:287)
 - timm/models/tiny_vit.py (524:533)

duplicated block id: 2653
size: 8 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:701)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2654
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/tresnet.py (273:282)

duplicated block id: 2655
size: 8 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (110:118)
 - timm/optim/lion.py (91:99)

duplicated block id: 2656
size: 8 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (416:423)
 - timm/models/repghost.py (101:108)

duplicated block id: 2657
size: 8 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (130:137)
 - timm/models/crossvit.py (163:170)

duplicated block id: 2658
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:904)
 - timm/models/pvt_v2.py (430:440)

duplicated block id: 2659
size: 8 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:492)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2660
size: 8 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:775)
 - timm/models/resnet.py (664:682)

duplicated block id: 2661
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2662
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/repghost.py (346:355)

duplicated block id: 2663
size: 8 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (775:782)
 - timm/models/maxxvit.py (960:974)

duplicated block id: 2664
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/inception_next.py (353:360)

duplicated block id: 2665
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/twins.py (407:414)

duplicated block id: 2666
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (373:380)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2667
size: 8 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (289:297)
 - timm/models/inception_next.py (224:232)

duplicated block id: 2668
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (330:338)
 - timm/models/tnt.py (334:342)

duplicated block id: 2669
size: 8 cleaned lines of code
in 2 files:
 - benchmark.py (302:309)
 - benchmark.py (377:384)

duplicated block id: 2670
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/swiftformer.py (433:440)

duplicated block id: 2671
size: 8 cleaned lines of code
in 2 files:
 - timm/models/davit.py (640:647)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2672
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/resnet.py (661:670)

duplicated block id: 2673
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (463:470)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2674
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/volo.py (1001:1008)

duplicated block id: 2675
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (696:705)
 - timm/models/nasnet.py (507:516)

duplicated block id: 2676
size: 8 cleaned lines of code
in 2 files:
 - timm/models/dla.py (343:352)
 - timm/models/nasnet.py (507:516)

duplicated block id: 2677
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/twins.py (407:414)

duplicated block id: 2678
size: 8 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (361:369)
 - timm/models/vision_transformer.py (571:578)

duplicated block id: 2679
size: 8 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:695)
 - timm/models/mobilenetv5.py (317:329)

duplicated block id: 2680
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (276:283)
 - timm/layers/norm_act.py (319:326)

duplicated block id: 2681
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (76:83)
 - timm/layers/attention.py (198:205)

duplicated block id: 2682
size: 8 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (709:718)
 - timm/models/twins.py (458:467)

duplicated block id: 2683
size: 8 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (709:718)
 - timm/models/swin_transformer_v2.py (912:921)

duplicated block id: 2684
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (482:491)
 - timm/models/rexnet.py (392:401)

duplicated block id: 2685
size: 8 cleaned lines of code
in 2 files:
 - timm/models/davit.py (797:807)
 - timm/models/nextvit.py (674:684)

duplicated block id: 2686
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/pit.py (258:265)

duplicated block id: 2687
size: 8 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (72:81)
 - timm/models/vision_transformer_sam.py (531:540)

duplicated block id: 2688
size: 8 cleaned lines of code
in 2 files:
 - timm/models/levit.py (686:695)
 - timm/models/resnet.py (661:670)

duplicated block id: 2689
size: 8 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (131:138)
 - timm/models/vision_transformer_relpos.py (121:128)

duplicated block id: 2690
size: 8 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (216:225)
 - timm/models/twins.py (458:467)

duplicated block id: 2691
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (171:178)
 - timm/models/efficientvit_mit.py (225:232)

duplicated block id: 2692
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_resnet_v2.py (39:47)
 - timm/models/inception_v4.py (142:150)

duplicated block id: 2693
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/resnetv2.py (656:663)

duplicated block id: 2694
size: 8 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (2042:2049)
 - timm/models/swin_transformer.py (961:968)

duplicated block id: 2695
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/vovnet.py (310:319)

duplicated block id: 2696
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/repvit.py (337:344)

duplicated block id: 2697
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_resnet_v2.py (39:47)
 - timm/models/inception_v4.py (88:96)

duplicated block id: 2698
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (208:217)
 - timm/models/eva.py (185:194)

duplicated block id: 2699
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (868:877)
 - timm/models/volo.py (1062:1071)

duplicated block id: 2700
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:904)
 - timm/models/swin_transformer_v2_cr.py (866:876)

duplicated block id: 2701
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/swin_transformer_v2.py (866:873)

duplicated block id: 2702
size: 8 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (485:492)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2703
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (823:832)
 - timm/models/inception_next.py (411:420)

duplicated block id: 2704
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (53:61)
 - timm/models/vision_transformer_sam.py (124:132)

duplicated block id: 2705
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (549:558)
 - timm/models/hieradet_sam2.py (482:491)

duplicated block id: 2706
size: 8 cleaned lines of code
in 2 files:
 - timm/models/dla.py (392:401)
 - timm/models/resnest.py (125:134)

duplicated block id: 2707
size: 8 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (223:233)
 - timm/models/vision_transformer_relpos.py (97:107)

duplicated block id: 2708
size: 8 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1423:1430)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2709
size: 8 cleaned lines of code
in 2 files:
 - timm/models/deit.py (132:141)
 - timm/models/levit.py (834:843)

duplicated block id: 2710
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2711
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (194:204)
 - timm/models/gcvit.py (223:233)

duplicated block id: 2712
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (758:765)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2713
size: 8 cleaned lines of code
in 2 files:
 - timm/models/beit.py (642:651)
 - timm/models/volo.py (1062:1071)

duplicated block id: 2714
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:348)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2715
size: 8 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (422:429)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2716
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/swin_transformer_v2_cr.py (826:833)

duplicated block id: 2717
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:904)
 - timm/models/repvit.py (380:390)

duplicated block id: 2718
size: 8 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (100:115)
 - timm/optim/adopt.py (188:203)

duplicated block id: 2719
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/resnet.py (617:624)

duplicated block id: 2720
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (263:270)
 - timm/models/nextvit.py (563:570)

duplicated block id: 2721
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (466:473)
 - timm/models/mvitv2.py (837:844)

duplicated block id: 2722
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/vision_transformer_sam.py (543:550)

duplicated block id: 2723
size: 8 cleaned lines of code
in 2 files:
 - timm/models/beit.py (507:515)
 - timm/models/crossvit.py (383:391)

duplicated block id: 2724
size: 8 cleaned lines of code
in 2 files:
 - timm/models/beit.py (507:515)
 - timm/models/coat.py (524:532)

duplicated block id: 2725
size: 8 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:645)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2726
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/repghost.py (298:305)

duplicated block id: 2727
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/swin_transformer.py (821:828)

duplicated block id: 2728
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (119:126)
 - timm/layers/mlp.py (207:214)

duplicated block id: 2729
size: 8 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:645)
 - timm/models/mobilenetv5.py (263:270)

duplicated block id: 2730
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:348)
 - timm/models/efficientnet.py (219:226)

duplicated block id: 2731
size: 8 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (737:746)
 - timm/models/hieradet_sam2.py (482:491)

duplicated block id: 2732
size: 8 cleaned lines of code
in 2 files:
 - timm/models/dla.py (343:352)
 - timm/models/dpn.py (247:256)

duplicated block id: 2733
size: 8 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (64:71)
 - timm/models/pnasnet.py (51:58)

duplicated block id: 2734
size: 8 cleaned lines of code
in 2 files:
 - timm/models/twins.py (215:223)
 - timm/models/vision_transformer_relpos.py (140:148)

duplicated block id: 2735
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (513:522)
 - timm/models/vision_transformer_relpos.py (454:463)

duplicated block id: 2736
size: 8 cleaned lines of code
in 2 files:
 - timm/models/dla.py (72:81)
 - timm/models/dla.py (126:135)

duplicated block id: 2737
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (271:278)
 - timm/models/mvitv2.py (429:436)

duplicated block id: 2738
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:969)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2739
size: 8 cleaned lines of code
in 2 files:
 - timm/models/twins.py (438:446)
 - timm/models/twins.py (482:489)

duplicated block id: 2740
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/starnet.py (167:174)

duplicated block id: 2741
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/vovnet.py (268:275)

duplicated block id: 2742
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/repvit.py (377:386)

duplicated block id: 2743
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/xcit.py (441:448)

duplicated block id: 2744
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (212:221)
 - timm/models/mobilenetv5.py (502:511)

duplicated block id: 2745
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (120:136)
 - timm/models/efficientvit_msra.py (212:229)

duplicated block id: 2746
size: 8 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (330:339)
 - timm/models/vision_transformer_sam.py (531:540)

duplicated block id: 2747
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (584:593)
 - timm/models/vision_transformer_relpos.py (356:365)

duplicated block id: 2748
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (440:449)
 - timm/models/gcvit.py (481:490)

duplicated block id: 2749
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/twins.py (407:414)

duplicated block id: 2750
size: 8 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (119:126)
 - timm/models/inception_next.py (72:79)

duplicated block id: 2751
size: 8 cleaned lines of code
in 2 files:
 - inference.py (54:61)
 - validate.py (49:56)

duplicated block id: 2752
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:407)
 - timm/models/swiftformer.py (479:488)

duplicated block id: 2753
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (742:751)
 - timm/models/repghost.py (278:287)

duplicated block id: 2754
size: 8 cleaned lines of code
in 2 files:
 - timm/models/inception_resnet_v2.py (94:103)
 - timm/models/inception_v4.py (167:176)

duplicated block id: 2755
size: 8 cleaned lines of code
in 2 files:
 - timm/models/beit.py (507:515)
 - timm/models/cait.py (297:305)

duplicated block id: 2756
size: 8 cleaned lines of code
in 2 files:
 - timm/optim/adopt.py (188:203)
 - timm/optim/nadamw.py (89:104)

duplicated block id: 2757
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (440:449)
 - timm/models/shvit.py (321:330)

duplicated block id: 2758
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (284:292)
 - timm/models/vision_transformer_relpos.py (140:148)

duplicated block id: 2759
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:348)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2760
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (730:739)
 - timm/models/rexnet.py (392:401)

duplicated block id: 2761
size: 8 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (72:79)
 - timm/models/shvit.py (108:115)

duplicated block id: 2762
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (219:226)
 - timm/models/rexnet.py (349:356)

duplicated block id: 2763
size: 8 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (612:621)
 - timm/models/swin_transformer_v2.py (912:921)

duplicated block id: 2764
size: 8 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (479:486)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2765
size: 8 cleaned lines of code
in 2 files:
 - timm/models/levit.py (638:645)
 - timm/models/mobilenetv5.py (466:473)

duplicated block id: 2766
size: 8 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (479:488)
 - timm/models/xcit.py (505:514)

duplicated block id: 2767
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (523:530)
 - timm/models/hrnet.py (807:814)

duplicated block id: 2768
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/rexnet.py (349:356)

duplicated block id: 2769
size: 8 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (759:766)
 - timm/models/repghost.py (368:375)

duplicated block id: 2770
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:562)
 - timm/models/mvitv2.py (894:904)

duplicated block id: 2771
size: 8 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (185:192)
 - timm/models/repvit.py (337:344)

duplicated block id: 2772
size: 8 cleaned lines of code
in 2 files:
 - timm/models/cait.py (341:348)
 - timm/models/mobilenetv3.py (185:192)

duplicated block id: 2773
size: 8 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1467:1474)
 - timm/models/cait.py (341:348)

duplicated block id: 2774
size: 8 cleaned lines of code
in 2 files:
 - timm/models/hardcorenas.py (56:65)
 - timm/models/mobilenetv3.py (1030:1039)

duplicated block id: 2775
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (337:343)
 - timm/models/ghostnet.py (412:418)

duplicated block id: 2776
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (328:334)
 - timm/models/byobnet.py (528:534)

duplicated block id: 2777
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:477)
 - timm/models/eva.py (770:777)

duplicated block id: 2778
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/rdnet.py (354:361)

duplicated block id: 2779
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (283:290)
 - timm/models/volo.py (400:407)

duplicated block id: 2780
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1303)
 - timm/models/xcit.py (507:514)

duplicated block id: 2781
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (819:826)
 - timm/models/vovnet.py (255:262)

duplicated block id: 2782
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/fasternet.py (335:342)

duplicated block id: 2783
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (716:724)
 - timm/models/sequencer.py (430:438)

duplicated block id: 2784
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (328:334)
 - timm/models/byobnet.py (588:594)

duplicated block id: 2785
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (226:232)
 - timm/models/mambaout.py (274:280)

duplicated block id: 2786
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (53:60)
 - timm/models/vision_transformer_relpos.py (50:57)

duplicated block id: 2787
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (723:729)
 - timm/models/mobilenetv5.py (729:735)

duplicated block id: 2788
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:522)
 - timm/models/tresnet.py (276:283)

duplicated block id: 2789
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1609:1615)
 - timm/models/eva.py (1653:1659)

duplicated block id: 2790
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:966)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 2791
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 2792
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (375:381)
 - timm/models/mvitv2.py (630:636)

duplicated block id: 2793
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:540)
 - timm/models/resnet.py (664:671)

duplicated block id: 2794
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (723:729)
 - timm/models/mobilenetv5.py (741:747)

duplicated block id: 2795
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (723:729)
 - timm/models/mobilenetv5.py (735:741)

duplicated block id: 2796
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (723:729)
 - timm/models/mobilenetv5.py (747:753)

duplicated block id: 2797
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (741:766)
 - timm/models/rexnet.py (435:460)

duplicated block id: 2798
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:530)
 - timm/models/eva.py (770:777)

duplicated block id: 2799
size: 7 cleaned lines of code
in 2 files:
 - timm/data/dataset_factory.py (196:202)
 - timm/data/dataset_factory.py (210:216)

duplicated block id: 2800
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1569:1594)
 - timm/models/nfnet.py (554:579)

duplicated block id: 2801
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:522)
 - timm/models/vovnet.py (313:320)

duplicated block id: 2802
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (242:253)
 - timm/models/resnetv2.py (344:352)

duplicated block id: 2803
size: 7 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:764)
 - timm/models/vision_transformer.py (875:882)

duplicated block id: 2804
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (819:826)
 - timm/models/vision_transformer_sam.py (574:581)

duplicated block id: 2805
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (591:597)
 - timm/models/tiny_vit.py (632:638)

duplicated block id: 2806
size: 7 cleaned lines of code
in 2 files:
 - timm/models/coat.py (92:98)
 - timm/models/convit.py (41:47)

duplicated block id: 2807
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (873:881)
 - timm/models/xcit.py (505:513)

duplicated block id: 2808
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:435)
 - timm/models/rexnet.py (395:402)

duplicated block id: 2809
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:400)
 - timm/models/twins.py (460:467)

duplicated block id: 2810
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (674:682)
 - timm/models/byobnet.py (858:866)

duplicated block id: 2811
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (459:465)
 - timm/models/mlp_mixer.py (547:553)

duplicated block id: 2812
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (342:348)
 - timm/models/rexnet.py (413:419)

duplicated block id: 2813
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (715:723)
 - timm/models/nextvit.py (639:647)

duplicated block id: 2814
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (912:920)
 - timm/models/volo.py (1062:1070)

duplicated block id: 2815
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:651)
 - timm/models/xcit.py (507:514)

duplicated block id: 2816
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (892:900)
 - timm/models/swin_transformer.py (868:876)

duplicated block id: 2817
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (303:309)
 - timm/optim/nadamw.py (272:278)

duplicated block id: 2818
size: 7 cleaned lines of code
in 2 files:
 - timm/models/volo.py (908:915)
 - timm/models/volo.py (1038:1045)

duplicated block id: 2819
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lars.py (75:87)
 - timm/optim/nadam.py (52:65)

duplicated block id: 2820
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:901)
 - timm/models/tresnet.py (276:283)

duplicated block id: 2821
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (515:521)
 - timm/models/mambaout.py (449:456)

duplicated block id: 2822
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:73)
 - timm/optim/sgdw.py (94:107)

duplicated block id: 2823
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (658:665)
 - timm/models/gcvit.py (526:533)

duplicated block id: 2824
size: 7 cleaned lines of code
in 2 files:
 - timm/models/dla.py (77:85)
 - timm/models/senet.py (164:172)

duplicated block id: 2825
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (676:684)
 - timm/models/mlp_mixer.py (426:434)

duplicated block id: 2826
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (328:334)
 - timm/models/byobnet.py (755:761)

duplicated block id: 2827
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (450:457)
 - timm/models/mambaout.py (449:456)

duplicated block id: 2828
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (880:887)
 - timm/models/mobilenetv3.py (994:1001)

duplicated block id: 2829
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (245:251)
 - timm/optim/nadamw.py (163:169)

duplicated block id: 2830
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:118)
 - timm/optim/lars.py (75:87)

duplicated block id: 2831
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (380:387)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 2832
size: 7 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (469:477)
 - timm/models/xcit.py (603:611)

duplicated block id: 2833
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pit.py (423:429)
 - timm/models/pit.py (475:481)

duplicated block id: 2834
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (502:508)
 - timm/models/inception_next.py (226:232)

duplicated block id: 2835
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (486:493)
 - timm/models/pit.py (317:324)

duplicated block id: 2836
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:698)
 - timm/models/ghostnet.py (740:747)

duplicated block id: 2837
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (664:671)
 - timm/models/volo.py (1064:1071)

duplicated block id: 2838
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1534)
 - timm/models/swin_transformer.py (870:877)

duplicated block id: 2839
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (446:452)
 - timm/models/tnt.py (426:432)

duplicated block id: 2840
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (636:655)
 - timm/models/regnet.py (549:568)

duplicated block id: 2841
size: 7 cleaned lines of code
in 2 files:
 - timm/models/coat.py (92:98)
 - timm/models/crossvit.py (83:89)

duplicated block id: 2842
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:400)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 2843
size: 7 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (367:374)
 - timm/models/swiftformer.py (461:468)

duplicated block id: 2844
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (291:297)
 - timm/models/mambaout.py (274:280)

duplicated block id: 2845
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/shvit.py (380:387)

duplicated block id: 2846
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (492:500)
 - timm/models/sequencer.py (430:438)

duplicated block id: 2847
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (882:892)
 - timm/models/fastvit.py (210:220)

duplicated block id: 2848
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (1114:1122)
 - timm/models/efficientvit_msra.py (637:645)

duplicated block id: 2849
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/swin_transformer_v2_cr.py (866:873)

duplicated block id: 2850
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (715:723)
 - timm/models/xception_aligned.py (288:296)

duplicated block id: 2851
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (70:78)
 - timm/models/repvit.py (317:325)

duplicated block id: 2852
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:339)
 - timm/models/mvitv2.py (894:901)

duplicated block id: 2853
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:559)
 - timm/models/rdnet.py (354:361)

duplicated block id: 2854
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:698)
 - timm/models/xcit.py (507:514)

duplicated block id: 2855
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:698)
 - timm/models/tresnet.py (276:283)

duplicated block id: 2856
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:477)
 - timm/models/tresnet.py (276:283)

duplicated block id: 2857
size: 7 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (52:58)
 - timm/models/starnet.py (29:35)

duplicated block id: 2858
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (317:325)
 - timm/models/tnt.py (328:336)

duplicated block id: 2859
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (658:665)
 - timm/models/mambaout.py (449:456)

duplicated block id: 2860
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1303)
 - timm/models/tresnet.py (276:283)

duplicated block id: 2861
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (304:310)
 - timm/models/swin_transformer.py (589:604)

duplicated block id: 2862
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/xcit.py (507:514)

duplicated block id: 2863
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:342)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 2864
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (218:225)
 - timm/models/nextvit.py (274:281)

duplicated block id: 2865
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:685)
 - timm/models/ghostnet.py (740:747)

duplicated block id: 2866
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (121:132)
 - timm/models/coat.py (101:108)

duplicated block id: 2867
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (430:437)
 - timm/models/twins.py (460:467)

duplicated block id: 2868
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (642:650)
 - timm/models/efficientformer_v2.py (676:684)

duplicated block id: 2869
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/swin_transformer_v2_cr.py (866:873)

duplicated block id: 2870
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adopt.py (222:228)
 - timm/optim/adopt.py (504:510)

duplicated block id: 2871
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (430:437)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 2872
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/laprop.py (66:79)
 - timm/optim/sgdw.py (94:107)

duplicated block id: 2873
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:651)
 - timm/models/regnet.py (757:764)

duplicated block id: 2874
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (426:434)
 - timm/models/swiftformer.py (479:487)

duplicated block id: 2875
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (283:290)
 - timm/models/volo.py (160:167)

duplicated block id: 2876
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:696)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 2877
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/fastvit.py (1296:1303)

duplicated block id: 2878
size: 7 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (612:618)
 - timm/models/xception_aligned.py (254:260)

duplicated block id: 2879
size: 7 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (218:225)
 - timm/models/tresnet.py (276:283)

duplicated block id: 2880
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (450:457)
 - timm/models/pvt_v2.py (417:424)

duplicated block id: 2881
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (328:334)
 - timm/models/byobnet.py (387:393)

duplicated block id: 2882
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (516:522)
 - timm/models/vitamin.py (594:600)

duplicated block id: 2883
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (639:647)
 - timm/models/xception_aligned.py (288:296)

duplicated block id: 2884
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/inception_v4.py (332:339)

duplicated block id: 2885
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (516:522)
 - timm/models/vitamin.py (575:581)

duplicated block id: 2886
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (914:921)
 - timm/models/swin_transformer_v2_cr.py (866:873)

duplicated block id: 2887
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2107:2113)
 - timm/models/byobnet.py (2152:2158)

duplicated block id: 2888
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (516:522)
 - timm/models/vitamin.py (555:561)

duplicated block id: 2889
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2107:2113)
 - timm/models/byobnet.py (2137:2143)

duplicated block id: 2890
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (582:588)
 - timm/models/efficientnet.py (619:625)

duplicated block id: 2891
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:477)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 2892
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/twins.py (460:467)

duplicated block id: 2893
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:400)
 - timm/models/rdnet.py (354:361)

duplicated block id: 2894
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (328:334)
 - timm/models/byobnet.py (463:469)

duplicated block id: 2895
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:477)
 - timm/models/xcit.py (507:514)

duplicated block id: 2896
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2122:2128)
 - timm/models/byobnet.py (2152:2158)

duplicated block id: 2897
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (642:648)
 - timm/models/mobilenetv5.py (648:654)

duplicated block id: 2898
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (218:225)
 - timm/models/metaformer.py (206:213)

duplicated block id: 2899
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:809)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 2900
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2122:2128)
 - timm/models/byobnet.py (2137:2143)

duplicated block id: 2901
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (717:723)
 - timm/models/mobilenetv5.py (723:729)

duplicated block id: 2902
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/hgnet.py (552:559)

duplicated block id: 2903
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (717:723)
 - timm/models/mobilenetv5.py (729:735)

duplicated block id: 2904
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (717:723)
 - timm/models/mobilenetv5.py (735:741)

duplicated block id: 2905
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/levit.py (689:696)

duplicated block id: 2906
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1473:1481)
 - timm/models/twins.py (458:466)

duplicated block id: 2907
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:559)
 - timm/models/twins.py (460:467)

duplicated block id: 2908
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lars.py (47:53)
 - timm/optim/sgdw.py (40:46)

duplicated block id: 2909
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (717:723)
 - timm/models/mobilenetv5.py (741:747)

duplicated block id: 2910
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (717:723)
 - timm/models/mobilenetv5.py (747:753)

duplicated block id: 2911
size: 7 cleaned lines of code
in 2 files:
 - benchmark.py (346:352)
 - benchmark.py (486:492)

duplicated block id: 2912
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (523:538)
 - timm/models/vgg.py (194:213)

duplicated block id: 2913
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/inception_v4.py (332:339)

duplicated block id: 2914
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (44:51)
 - timm/models/efficientformer_v2.py (92:99)

duplicated block id: 2915
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (755:761)
 - timm/models/byobnet.py (938:944)

duplicated block id: 2916
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (395:402)
 - timm/models/vision_transformer.py (875:882)

duplicated block id: 2917
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (260:267)
 - timm/models/shvit.py (244:250)

duplicated block id: 2918
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (716:724)
 - timm/models/vision_transformer_sam.py (632:640)

duplicated block id: 2919
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2107:2113)
 - timm/models/byobnet.py (2122:2128)

duplicated block id: 2920
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (276:283)
 - timm/models/xcit.py (507:514)

duplicated block id: 2921
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (723:738)
 - timm/models/starnet.py (230:237)

duplicated block id: 2922
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (143:152)
 - timm/models/tnt.py (57:68)

duplicated block id: 2923
size: 7 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (153:161)
 - timm/models/tnt.py (332:340)

duplicated block id: 2924
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (349:356)
 - timm/models/twins.py (460:467)

duplicated block id: 2925
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (716:724)
 - timm/models/tnt.py (458:466)

duplicated block id: 2926
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (349:356)
 - timm/models/swiftformer.py (481:488)

duplicated block id: 2927
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (70:78)
 - timm/models/levit.py (621:629)

duplicated block id: 2928
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (433:446)
 - timm/models/swin_transformer_v2.py (454:468)

duplicated block id: 2929
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/starnet.py (218:225)

duplicated block id: 2930
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lars.py (75:87)
 - timm/optim/sgdw.py (94:107)

duplicated block id: 2931
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (322:329)
 - timm/models/swiftformer.py (461:468)

duplicated block id: 2932
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (212:218)
 - timm/models/volo.py (163:169)

duplicated block id: 2933
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:698)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 2934
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:651)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 2935
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (551:557)
 - timm/models/edgenext.py (480:486)

duplicated block id: 2936
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (784:792)
 - timm/models/starnet.py (194:201)

duplicated block id: 2937
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (142:148)
 - timm/models/swiftformer.py (304:310)

duplicated block id: 2938
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (419:425)
 - timm/layers/norm_act.py (515:521)

duplicated block id: 2939
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (419:425)
 - timm/layers/norm_act.py (482:488)

duplicated block id: 2940
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (127:133)
 - timm/models/hrnet.py (163:169)

duplicated block id: 2941
size: 7 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (380:387)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 2942
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (296:302)
 - timm/models/cspnet.py (442:448)

duplicated block id: 2943
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/mambaout.py (466:473)

duplicated block id: 2944
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/swin_transformer_v2_cr.py (866:873)

duplicated block id: 2945
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/pos_embed_rel.py (91:98)
 - timm/layers/pos_embed_rel.py (183:190)

duplicated block id: 2946
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1303)
 - timm/models/vovnet.py (313:320)

duplicated block id: 2947
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (390:398)
 - timm/models/metaformer.py (569:577)

duplicated block id: 2948
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (127:133)
 - timm/models/hrnet.py (199:205)

duplicated block id: 2949
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:747)
 - timm/models/nextvit.py (614:621)

duplicated block id: 2950
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1587:1593)
 - timm/models/eva.py (1609:1615)

duplicated block id: 2951
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:901)
 - timm/models/rdnet.py (354:361)

duplicated block id: 2952
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (430:437)
 - timm/models/xcit.py (507:514)

duplicated block id: 2953
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:651)
 - timm/models/rexnet.py (395:402)

duplicated block id: 2954
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:400)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 2955
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:73)
 - timm/optim/lion.py (81:96)

duplicated block id: 2956
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (893:900)
 - timm/models/fastvit.py (222:229)

duplicated block id: 2957
size: 7 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (129:135)
 - timm/models/tnt.py (73:79)

duplicated block id: 2958
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:138)
 - timm/optim/adafactor_bv.py (124:131)

duplicated block id: 2959
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/sgdp.py (44:51)
 - timm/optim/sgdw.py (94:107)

duplicated block id: 2960
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (614:621)
 - timm/models/repghost.py (349:356)

duplicated block id: 2961
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:540)
 - timm/models/rexnet.py (395:402)

duplicated block id: 2962
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/ghostnet.py (740:747)

duplicated block id: 2963
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:747)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 2964
size: 7 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (216:224)
 - timm/models/volo.py (1062:1070)

duplicated block id: 2965
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (260:267)
 - timm/models/swiftformer.py (304:310)

duplicated block id: 2966
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:477)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 2967
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lars.py (75:87)
 - timm/optim/lion.py (81:96)

duplicated block id: 2968
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (492:500)
 - timm/models/vision_transformer_sam.py (632:640)

duplicated block id: 2969
size: 7 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:546)
 - timm/models/nest.py (474:481)

duplicated block id: 2970
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (426:434)
 - timm/models/xcit.py (505:513)

duplicated block id: 2971
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (715:723)
 - timm/models/tresnet.py (306:314)

duplicated block id: 2972
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:522)
 - timm/models/inception_v4.py (332:339)

duplicated block id: 2973
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (235:241)
 - timm/models/hrnet.py (271:277)

duplicated block id: 2974
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (380:387)
 - timm/models/twins.py (460:467)

duplicated block id: 2975
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1373:1379)
 - timm/models/eva.py (1499:1505)

duplicated block id: 2976
size: 7 cleaned lines of code
in 2 files:
 - timm/models/deit.py (131:139)
 - timm/models/sequencer.py (469:477)

duplicated block id: 2977
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (166:172)
 - timm/models/tnt.py (73:79)

duplicated block id: 2978
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/metaformer.py (644:651)

duplicated block id: 2979
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (69:75)
 - timm/models/mambaout.py (95:101)

duplicated block id: 2980
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:747)
 - timm/models/xcit.py (507:514)

duplicated block id: 2981
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:747)
 - timm/models/twins.py (460:467)

duplicated block id: 2982
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (92:104)
 - timm/models/volo.py (185:193)

duplicated block id: 2983
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1534)
 - timm/models/rexnet.py (395:402)

duplicated block id: 2984
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1303)
 - timm/models/ghostnet.py (740:747)

duplicated block id: 2985
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (232:240)
 - timm/models/sknet.py (133:139)

duplicated block id: 2986
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (199:205)
 - timm/models/hrnet.py (307:313)

duplicated block id: 2987
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/tresnet.py (276:283)

duplicated block id: 2988
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:696)
 - timm/models/xcit.py (507:514)

duplicated block id: 2989
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (875:881)
 - timm/models/maxxvit.py (986:992)

duplicated block id: 2990
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (199:205)
 - timm/models/hrnet.py (271:277)

duplicated block id: 2991
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (199:205)
 - timm/models/hrnet.py (235:241)

duplicated block id: 2992
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (422:431)
 - timm/models/tiny_vit.py (501:509)

duplicated block id: 2993
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:559)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 2994
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (735:741)
 - timm/models/mobilenetv5.py (747:753)

duplicated block id: 2995
size: 7 cleaned lines of code
in 2 files:
 - timm/data/naflex_transforms.py (154:160)
 - timm/data/naflex_transforms.py (566:572)

duplicated block id: 2996
size: 7 cleaned lines of code
in 2 files:
 - timm/models/xcit.py (498:505)
 - timm/models/xcit.py (543:551)

duplicated block id: 2997
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (735:741)
 - timm/models/mobilenetv5.py (741:747)

duplicated block id: 2998
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/fasternet.py (335:342)

duplicated block id: 2999
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (373:379)
 - timm/models/swin_transformer_v2.py (395:401)

duplicated block id: 3000
size: 7 cleaned lines of code
in 2 files:
 - train.py (481:488)
 - validate.py (206:214)

duplicated block id: 3001
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (98:104)
 - timm/models/vision_transformer_relpos.py (169:175)

duplicated block id: 3002
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (707:722)
 - timm/models/eva.py (829:844)

duplicated block id: 3003
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilevit.py (327:339)
 - timm/models/mobilevit.py (370:382)

duplicated block id: 3004
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1303)
 - timm/models/inception_v4.py (332:339)

duplicated block id: 3005
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (197:204)
 - timm/models/volo.py (229:236)

duplicated block id: 3006
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (347:353)
 - timm/models/mambaout.py (274:280)

duplicated block id: 3007
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:540)
 - timm/models/regnet.py (757:764)

duplicated block id: 3008
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (515:521)
 - timm/models/hgnet.py (539:546)

duplicated block id: 3009
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1449:1455)
 - timm/models/eva.py (1499:1505)

duplicated block id: 3010
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lars.py (75:87)
 - timm/optim/radam.py (37:44)

duplicated block id: 3011
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:966)
 - timm/models/nest.py (474:481)

duplicated block id: 3012
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (658:665)
 - timm/models/fasternet.py (322:329)

duplicated block id: 3013
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (426:434)
 - timm/models/mvitv2.py (892:900)

duplicated block id: 3014
size: 7 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:546)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3015
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (481:488)
 - timm/models/tresnet.py (276:283)

duplicated block id: 3016
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1294:1302)
 - timm/models/regnet.py (755:763)

duplicated block id: 3017
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lars.py (75:87)
 - timm/optim/mars.py (141:154)

duplicated block id: 3018
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (199:205)
 - timm/models/hrnet.py (343:349)

duplicated block id: 3019
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (642:650)
 - timm/models/xcit.py (505:513)

duplicated block id: 3020
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/metaformer.py (644:651)

duplicated block id: 3021
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (137:144)
 - timm/models/xcit.py (234:241)

duplicated block id: 3022
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:540)
 - timm/models/vision_transformer.py (875:882)

duplicated block id: 3023
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:435)
 - timm/models/resnet.py (664:671)

duplicated block id: 3024
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convit.py (181:190)
 - timm/models/tnt.py (57:68)

duplicated block id: 3025
size: 7 cleaned lines of code
in 2 files:
 - inference.py (188:195)
 - validate.py (210:217)

duplicated block id: 3026
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:131)
 - timm/optim/rmsprop_tf.py (98:111)

duplicated block id: 3027
size: 7 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (423:430)
 - timm/models/_efficientnet_blocks.py (538:546)

duplicated block id: 3028
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/patch_embed.py (35:41)
 - timm/layers/patch_embed.py (148:154)

duplicated block id: 3029
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (328:334)
 - timm/models/byobnet.py (938:944)

duplicated block id: 3030
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (507:513)
 - timm/models/twins.py (393:399)

duplicated block id: 3031
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (349:356)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3032
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (554:579)
 - timm/models/regnet.py (801:826)

duplicated block id: 3033
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (77:83)
 - timm/models/mambaout.py (102:108)

duplicated block id: 3034
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3035
size: 7 cleaned lines of code
in 2 files:
 - timm/scheduler/scheduler_factory.py (135:141)
 - timm/scheduler/scheduler_factory.py (146:152)

duplicated block id: 3036
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/tresnet.py (276:283)

duplicated block id: 3037
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/ghostnet.py (740:747)

duplicated block id: 3038
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (387:393)
 - timm/models/byobnet.py (755:761)

duplicated block id: 3039
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/nest.py (474:481)

duplicated block id: 3040
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (123:131)
 - timm/models/sknet.py (72:78)

duplicated block id: 3041
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:651)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3042
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (554:579)
 - timm/models/rexnet.py (435:460)

duplicated block id: 3043
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1597:1603)
 - timm/models/fastvit.py (1612:1618)

duplicated block id: 3044
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (621:629)
 - timm/models/repvit.py (317:325)

duplicated block id: 3045
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (163:169)
 - timm/models/hrnet.py (199:205)

duplicated block id: 3046
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:342)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3047
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lars.py (75:87)
 - timm/optim/nvnovograd.py (66:79)

duplicated block id: 3048
size: 7 cleaned lines of code
in 2 files:
 - timm/models/res2net.py (22:29)
 - timm/models/tresnet.py (65:72)

duplicated block id: 3049
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (450:457)
 - timm/models/hgnet.py (539:546)

duplicated block id: 3050
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (824:832)
 - timm/models/nextvit.py (639:647)

duplicated block id: 3051
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/davit.py (691:698)

duplicated block id: 3052
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (191:197)
 - timm/models/hrnet.py (263:269)

duplicated block id: 3053
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (981:989)
 - timm/models/xception_aligned.py (288:296)

duplicated block id: 3054
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (191:197)
 - timm/models/hrnet.py (299:305)

duplicated block id: 3055
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/pos_embed_sincos.py (372:378)
 - timm/layers/pos_embed_sincos.py (461:467)

duplicated block id: 3056
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (412:420)
 - timm/models/nextvit.py (639:647)

duplicated block id: 3057
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/mars.py (141:154)
 - timm/optim/sgdp.py (44:51)

duplicated block id: 3058
size: 7 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (469:477)
 - timm/models/vision_transformer_relpos.py (507:515)

duplicated block id: 3059
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (191:197)
 - timm/models/hrnet.py (227:233)

duplicated block id: 3060
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:342)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3061
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (769:775)
 - timm/models/repghost.py (378:384)

duplicated block id: 3062
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (706:714)
 - timm/models/levit.py (751:759)

duplicated block id: 3063
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (387:393)
 - timm/models/byobnet.py (528:534)

duplicated block id: 3064
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (547:553)
 - timm/models/xcit.py (599:605)

duplicated block id: 3065
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:651)
 - timm/models/convnext.py (533:540)

duplicated block id: 3066
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:473)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3067
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (419:425)
 - timm/models/vitamin.py (594:600)

duplicated block id: 3068
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (387:393)
 - timm/models/byobnet.py (588:594)

duplicated block id: 3069
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (165:171)
 - timm/models/inception_next.py (73:79)

duplicated block id: 3070
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (588:594)
 - timm/models/byobnet.py (938:944)

duplicated block id: 3071
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (373:379)
 - timm/models/swin_transformer_v2_cr.py (359:365)

duplicated block id: 3072
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (759:766)
 - timm/models/xception.py (181:188)

duplicated block id: 3073
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (419:425)
 - timm/models/vitamin.py (555:561)

duplicated block id: 3074
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (419:425)
 - timm/models/vitamin.py (575:581)

duplicated block id: 3075
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (914:921)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3076
size: 7 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:764)
 - timm/models/swin_transformer.py (870:877)

duplicated block id: 3077
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (227:233)
 - timm/models/hrnet.py (335:341)

duplicated block id: 3078
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:685)
 - timm/models/nest.py (474:481)

duplicated block id: 3079
size: 7 cleaned lines of code
in 2 files:
 - timm/models/volo.py (609:615)
 - timm/models/volo.py (653:659)

duplicated block id: 3080
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/tiny_vit.py (583:590)

duplicated block id: 3081
size: 7 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (244:250)
 - timm/models/swiftformer.py (304:310)

duplicated block id: 3082
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (513:521)
 - timm/models/swin_transformer.py (868:876)

duplicated block id: 3083
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1496:1504)
 - timm/models/nfnet.py (554:579)

duplicated block id: 3084
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/nest.py (474:481)

duplicated block id: 3085
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (276:283)
 - timm/models/twins.py (460:467)

duplicated block id: 3086
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1525:1533)
 - timm/models/fastvit.py (1294:1302)

duplicated block id: 3087
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (126:133)
 - timm/optim/adamw.py (110:117)

duplicated block id: 3088
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/nadam.py (52:65)
 - timm/optim/sgdw.py (94:107)

duplicated block id: 3089
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (395:402)
 - timm/models/volo.py (1064:1071)

duplicated block id: 3090
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (375:381)
 - timm/models/cspnet.py (442:448)

duplicated block id: 3091
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (502:508)
 - timm/models/hgnet.py (345:351)

duplicated block id: 3092
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (448:455)
 - timm/models/levit.py (732:739)

duplicated block id: 3093
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (110:117)
 - timm/optim/sgdw.py (102:109)

duplicated block id: 3094
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:473)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3095
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (607:615)
 - timm/models/xcit.py (406:414)

duplicated block id: 3096
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (633:639)
 - timm/models/starnet.py (237:243)

duplicated block id: 3097
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/shvit.py (380:387)

duplicated block id: 3098
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (866:873)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3099
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3100
size: 7 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:764)
 - timm/models/rexnet.py (395:402)

duplicated block id: 3101
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (81:96)
 - timm/optim/sgdp.py (44:51)

duplicated block id: 3102
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (387:393)
 - timm/models/byobnet.py (463:469)

duplicated block id: 3103
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (743:751)
 - timm/models/levit.py (620:628)

duplicated block id: 3104
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:696)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3105
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (430:437)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3106
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1496:1504)
 - timm/models/rexnet.py (435:460)

duplicated block id: 3107
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (78:84)
 - timm/models/tnt.py (73:79)

duplicated block id: 3108
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/nvnovograd.py (66:79)
 - timm/optim/sgdp.py (44:51)

duplicated block id: 3109
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (627:634)
 - timm/models/starnet.py (194:201)

duplicated block id: 3110
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (986:994)
 - timm/models/tnt.py (458:466)

duplicated block id: 3111
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:698)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3112
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/nadamw.py (99:106)
 - timm/optim/sgdw.py (102:109)

duplicated block id: 3113
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (691:697)
 - timm/models/mobilenetv5.py (697:703)

duplicated block id: 3114
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (703:710)
 - timm/models/rdnet.py (368:375)

duplicated block id: 3115
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (691:697)
 - timm/models/mobilenetv5.py (703:709)

duplicated block id: 3116
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (387:393)
 - timm/models/inception_next.py (293:299)

duplicated block id: 3117
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:342)
 - timm/models/nest.py (474:481)

duplicated block id: 3118
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/conv2d_same.py (64:70)
 - timm/models/metaformer.py (83:89)

duplicated block id: 3119
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (333:341)
 - timm/models/fasternet.py (361:368)

duplicated block id: 3120
size: 7 cleaned lines of code
in 2 files:
 - timm/models/selecsls.py (210:216)
 - timm/models/selecsls.py (251:257)

duplicated block id: 3121
size: 7 cleaned lines of code
in 2 files:
 - timm/models/twins.py (460:467)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3122
size: 7 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (801:826)
 - timm/models/rexnet.py (435:460)

duplicated block id: 3123
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:651)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3124
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (367:374)
 - timm/models/byobnet.py (566:573)

duplicated block id: 3125
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/repvit.py (380:387)

duplicated block id: 3126
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (287:303)
 - timm/models/mobilenetv5.py (366:373)

duplicated block id: 3127
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:651)
 - timm/models/nest.py (474:481)

duplicated block id: 3128
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/radam.py (37:44)
 - timm/optim/sgdw.py (94:107)

duplicated block id: 3129
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/tiny_vit.py (583:590)

duplicated block id: 3130
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:118)
 - timm/optim/sgdp.py (44:51)

duplicated block id: 3131
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (716:724)
 - timm/models/efficientvit_mit.py (986:994)

duplicated block id: 3132
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (191:197)
 - timm/models/hrnet.py (335:341)

duplicated block id: 3133
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (142:148)
 - timm/models/swin_transformer.py (589:604)

duplicated block id: 3134
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (612:620)
 - timm/models/swin_transformer.py (868:876)

duplicated block id: 3135
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (142:148)
 - timm/models/shvit.py (244:250)

duplicated block id: 3136
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (456:463)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3137
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (299:305)
 - timm/models/hrnet.py (335:341)

duplicated block id: 3138
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (448:456)
 - timm/models/swiftformer.py (493:500)

duplicated block id: 3139
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (865:871)
 - timm/models/maxxvit.py (986:992)

duplicated block id: 3140
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (78:84)
 - timm/models/swin_transformer.py (201:207)

duplicated block id: 3141
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:131)
 - timm/optim/nvnovograd.py (66:79)

duplicated block id: 3142
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:477)
 - timm/models/repghost.py (349:356)

duplicated block id: 3143
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1223:1229)
 - timm/models/cspnet.py (590:596)

duplicated block id: 3144
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (739:745)
 - timm/models/vision_transformer_sam.py (575:582)

duplicated block id: 3145
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:400)
 - timm/models/xcit.py (507:514)

duplicated block id: 3146
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/edgenext.py (470:477)

duplicated block id: 3147
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:559)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3148
size: 7 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1088:1101)
 - timm/models/vision_transformer.py (628:641)

duplicated block id: 3149
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:559)
 - timm/models/nest.py (474:481)

duplicated block id: 3150
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (676:684)
 - timm/models/swin_transformer.py (868:876)

duplicated block id: 3151
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (138:145)
 - timm/models/vision_transformer_relpos.py (90:97)

duplicated block id: 3152
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/rmsprop_tf.py (98:111)
 - timm/optim/sgdp.py (44:51)

duplicated block id: 3153
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/twins.py (460:467)

duplicated block id: 3154
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/inception_next.py (393:400)

duplicated block id: 3155
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (592:598)
 - timm/models/vision_transformer_sam.py (460:466)

duplicated block id: 3156
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:406)
 - timm/models/volo.py (1062:1070)

duplicated block id: 3157
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/mars.py (141:154)
 - timm/optim/sgdw.py (94:107)

duplicated block id: 3158
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/repghost.py (349:356)

duplicated block id: 3159
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (412:420)
 - timm/models/xception_aligned.py (288:296)

duplicated block id: 3160
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2093:2099)
 - timm/models/byobnet.py (2122:2128)

duplicated block id: 3161
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (380:386)
 - timm/models/vitamin.py (438:444)

duplicated block id: 3162
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (380:386)
 - timm/models/vitamin.py (399:405)

duplicated block id: 3163
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:698)
 - timm/models/inception_v4.py (332:339)

duplicated block id: 3164
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:747)
 - timm/models/nest.py (474:481)

duplicated block id: 3165
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (380:386)
 - timm/models/vitamin.py (419:425)

duplicated block id: 3166
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1569:1594)
 - timm/models/maxxvit.py (1496:1504)

duplicated block id: 3167
size: 7 cleaned lines of code
in 2 files:
 - timm/models/res2net.py (24:30)
 - timm/models/sknet.py (25:31)

duplicated block id: 3168
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:651)
 - timm/models/twins.py (460:467)

duplicated block id: 3169
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1972:1978)
 - timm/models/byobnet.py (2042:2048)

duplicated block id: 3170
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (620:626)
 - timm/models/repghost.py (240:246)

duplicated block id: 3171
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (318:326)
 - timm/models/metaformer.py (569:577)

duplicated block id: 3172
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (395:402)
 - timm/models/swin_transformer.py (870:877)

duplicated block id: 3173
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:966)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3174
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:339)
 - timm/models/swiftformer.py (481:488)

duplicated block id: 3175
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:138)
 - timm/optim/lion.py (81:96)

duplicated block id: 3176
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2093:2099)
 - timm/models/byobnet.py (2137:2143)

duplicated block id: 3177
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:131)
 - timm/optim/nadam.py (52:65)

duplicated block id: 3178
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (951:957)
 - timm/models/efficientnet.py (1015:1021)

duplicated block id: 3179
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/pvt_v2.py (430:437)

duplicated block id: 3180
size: 7 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (469:477)
 - timm/models/twins.py (510:518)

duplicated block id: 3181
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (951:957)
 - timm/models/efficientnet.py (983:989)

duplicated block id: 3182
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (218:225)
 - timm/models/vision_transformer_relpos.py (90:97)

duplicated block id: 3183
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:698)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3184
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2093:2099)
 - timm/models/byobnet.py (2152:2158)

duplicated block id: 3185
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (81:96)
 - timm/optim/rmsprop_tf.py (98:111)

duplicated block id: 3186
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (380:386)
 - timm/models/vitamin.py (497:503)

duplicated block id: 3187
size: 7 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:546)
 - timm/models/xcit.py (507:514)

duplicated block id: 3188
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1303)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3189
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/laprop.py (66:79)
 - timm/optim/lion.py (81:96)

duplicated block id: 3190
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (380:386)
 - timm/models/vitamin.py (477:483)

duplicated block id: 3191
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:809)
 - timm/models/eva.py (770:777)

duplicated block id: 3192
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1554:1568)
 - timm/models/nfnet.py (538:552)

duplicated block id: 3193
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (380:386)
 - timm/models/vitamin.py (458:464)

duplicated block id: 3194
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (824:832)
 - timm/models/tresnet.py (306:314)

duplicated block id: 3195
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (768:776)
 - timm/models/maxxvit.py (1473:1481)

duplicated block id: 3196
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (380:386)
 - timm/models/vitamin.py (555:561)

duplicated block id: 3197
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (222:228)
 - timm/models/twins.py (217:223)

duplicated block id: 3198
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (380:386)
 - timm/models/vitamin.py (575:581)

duplicated block id: 3199
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (380:386)
 - timm/models/vitamin.py (536:542)

duplicated block id: 3200
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (110:116)
 - timm/models/resnetv2.py (317:323)

duplicated block id: 3201
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (380:386)
 - timm/models/vitamin.py (516:522)

duplicated block id: 3202
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1534)
 - timm/models/resnet.py (664:671)

duplicated block id: 3203
size: 7 cleaned lines of code
in 2 files:
 - timm/models/_hub.py (75:81)
 - timm/models/_hub.py (100:106)

duplicated block id: 3204
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (642:650)
 - timm/models/swiftformer.py (479:487)

duplicated block id: 3205
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:435)
 - timm/models/regnet.py (757:764)

duplicated block id: 3206
size: 7 cleaned lines of code
in 2 files:
 - timm/models/densenet.py (369:383)
 - timm/models/efficientnet.py (203:217)

duplicated block id: 3207
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convit.py (331:338)
 - timm/models/xcit.py (414:421)

duplicated block id: 3208
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (642:650)
 - timm/models/resnetv2.py (709:717)

duplicated block id: 3209
size: 7 cleaned lines of code
in 2 files:
 - timm/data/mixup.py (164:170)
 - timm/data/mixup.py (181:187)

duplicated block id: 3210
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (658:665)
 - timm/models/shvit.py (367:374)

duplicated block id: 3211
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1750:1757)
 - timm/models/eva.py (1798:1805)

duplicated block id: 3212
size: 7 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:546)
 - timm/models/twins.py (460:467)

duplicated block id: 3213
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1750:1757)
 - timm/models/eva.py (1774:1781)

duplicated block id: 3214
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (44:50)
 - timm/optim/radam.py (17:23)

duplicated block id: 3215
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (98:105)
 - timm/models/edgenext.py (213:220)

duplicated block id: 3216
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (276:283)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3217
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (491:499)
 - timm/models/xcit.py (560:568)

duplicated block id: 3218
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:966)
 - timm/models/twins.py (460:467)

duplicated block id: 3219
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pit.py (449:455)
 - timm/models/pit.py (503:509)

duplicated block id: 3220
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (450:457)
 - timm/models/fasternet.py (322:329)

duplicated block id: 3221
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (612:620)
 - timm/models/volo.py (1062:1070)

duplicated block id: 3222
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:809)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3223
size: 7 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (244:250)
 - timm/models/swin_transformer.py (589:604)

duplicated block id: 3224
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:406)
 - timm/models/mlp_mixer.py (426:434)

duplicated block id: 3225
size: 7 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (430:438)
 - timm/models/vision_transformer_sam.py (632:640)

duplicated block id: 3226
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (260:267)
 - timm/models/fasternet.py (142:148)

duplicated block id: 3227
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (380:386)
 - timm/models/vitamin.py (594:600)

duplicated block id: 3228
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (426:434)
 - timm/models/starnet.py (216:224)

duplicated block id: 3229
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (554:579)
 - timm/models/resnetv2.py (741:766)

duplicated block id: 3230
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (697:703)
 - timm/models/mobilenetv5.py (703:709)

duplicated block id: 3231
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (510:516)
 - timm/models/efficientvit_mit.py (570:576)

duplicated block id: 3232
size: 7 cleaned lines of code
in 2 files:
 - timm/models/volo.py (1062:1070)
 - timm/models/xcit.py (505:513)

duplicated block id: 3233
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (271:277)
 - timm/models/hrnet.py (343:349)

duplicated block id: 3234
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/repghost.py (349:356)

duplicated block id: 3235
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (834:842)
 - timm/models/vision_transformer_relpos.py (508:516)

duplicated block id: 3236
size: 7 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1646:1652)
 - timm/models/naflexvit.py (1665:1671)

duplicated block id: 3237
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (448:456)
 - timm/models/resnetv2.py (723:738)

duplicated block id: 3238
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (163:169)
 - timm/models/hrnet.py (343:349)

duplicated block id: 3239
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1473:1481)
 - timm/models/xcit.py (505:513)

duplicated block id: 3240
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:530)
 - timm/models/twins.py (460:467)

duplicated block id: 3241
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:966)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3242
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (418:426)
 - timm/models/twins.py (462:470)

duplicated block id: 3243
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (709:717)
 - timm/models/volo.py (1062:1070)

duplicated block id: 3244
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:747)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3245
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (222:228)
 - timm/models/pnasnet.py (230:236)

duplicated block id: 3246
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (363:370)
 - timm/models/starnet.py (194:201)

duplicated block id: 3247
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:477)
 - timm/models/inception_v4.py (332:339)

duplicated block id: 3248
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (417:424)
 - timm/models/swiftformer.py (461:468)

duplicated block id: 3249
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:339)
 - timm/models/starnet.py (218:225)

duplicated block id: 3250
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (477:483)
 - timm/models/vitamin.py (555:561)

duplicated block id: 3251
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:118)
 - timm/optim/sgdw.py (94:107)

duplicated block id: 3252
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (477:483)
 - timm/models/vitamin.py (575:581)

duplicated block id: 3253
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (477:483)
 - timm/models/vitamin.py (594:600)

duplicated block id: 3254
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lars.py (75:87)
 - timm/optim/rmsprop_tf.py (98:111)

duplicated block id: 3255
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (163:169)
 - timm/models/hrnet.py (307:313)

duplicated block id: 3256
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (271:277)
 - timm/models/hrnet.py (307:313)

duplicated block id: 3257
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (642:650)
 - timm/models/mvitv2.py (892:900)

duplicated block id: 3258
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (426:434)
 - timm/models/resnetv2.py (709:717)

duplicated block id: 3259
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:809)
 - timm/models/nest.py (474:481)

duplicated block id: 3260
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/swiftformer.py (481:488)

duplicated block id: 3261
size: 7 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:546)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3262
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3263
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/efficientvit_msra.py (523:530)

duplicated block id: 3264
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (163:169)
 - timm/models/hrnet.py (271:277)

duplicated block id: 3265
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_resnet_v2.py (41:47)
 - timm/models/inception_resnet_v2.py (156:162)

duplicated block id: 3266
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (655:663)
 - timm/models/edgenext.py (550:558)

duplicated block id: 3267
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (127:133)
 - timm/models/efficientvit_mit.py (171:177)

duplicated block id: 3268
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:477)
 - timm/models/ghostnet.py (740:747)

duplicated block id: 3269
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (583:590)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3270
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (163:169)
 - timm/models/hrnet.py (235:241)

duplicated block id: 3271
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convit.py (216:222)
 - timm/models/crossvit.py (140:147)

duplicated block id: 3272
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (794:800)
 - timm/models/maxxvit.py (865:871)

duplicated block id: 3273
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (614:621)
 - timm/models/tresnet.py (276:283)

duplicated block id: 3274
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (130:136)
 - timm/models/efficientvit_msra.py (288:294)

duplicated block id: 3275
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (768:776)
 - timm/models/volo.py (1062:1070)

duplicated block id: 3276
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (810:818)
 - timm/models/tnt.py (460:468)

duplicated block id: 3277
size: 7 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1442:1451)
 - timm/models/vision_transformer.py (1057:1063)

duplicated block id: 3278
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/conv2d_same.py (34:40)
 - timm/models/metaformer.py (83:89)

duplicated block id: 3279
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (222:228)
 - timm/models/vision_transformer_relpos.py (142:148)

duplicated block id: 3280
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (347:353)
 - timm/models/hgnet.py (345:351)

duplicated block id: 3281
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (127:133)
 - timm/models/efficientvit_mit.py (225:231)

duplicated block id: 3282
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (676:684)
 - timm/models/volo.py (1062:1070)

duplicated block id: 3283
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:901)
 - timm/models/nest.py (474:481)

duplicated block id: 3284
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (405:413)
 - timm/optim/adamw.py (435:443)

duplicated block id: 3285
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (206:213)
 - timm/models/twins.py (181:189)

duplicated block id: 3286
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (291:297)
 - timm/models/efficientformer.py (347:353)

duplicated block id: 3287
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/radam.py (37:44)
 - timm/optim/sgdp.py (44:51)

duplicated block id: 3288
size: 7 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (380:387)
 - timm/models/twins.py (460:467)

duplicated block id: 3289
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (642:650)
 - timm/models/maxxvit.py (1473:1481)

duplicated block id: 3290
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (345:351)
 - timm/models/inception_next.py (226:232)

duplicated block id: 3291
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/inception_next.py (393:400)

duplicated block id: 3292
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (165:171)
 - timm/layers/mlp.py (208:214)

duplicated block id: 3293
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (691:698)
 - timm/models/vovnet.py (300:307)

duplicated block id: 3294
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (291:297)
 - timm/models/efficientformer_v2.py (502:508)

duplicated block id: 3295
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (564:582)
 - timm/models/swin_transformer_v2.py (944:969)

duplicated block id: 3296
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3297
size: 7 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:764)
 - timm/models/volo.py (1064:1071)

duplicated block id: 3298
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (57:68)
 - timm/models/visformer.py (107:115)

duplicated block id: 3299
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3300
size: 7 cleaned lines of code
in 2 files:
 - timm/models/coat.py (174:180)
 - timm/models/tnt.py (73:79)

duplicated block id: 3301
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (266:272)
 - timm/models/twins.py (76:82)

duplicated block id: 3302
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (206:213)
 - timm/models/vision_transformer_relpos.py (90:97)

duplicated block id: 3303
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/repvit.py (380:387)

duplicated block id: 3304
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (88:96)
 - timm/models/efficientformer_v2.py (279:287)

duplicated block id: 3305
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (205:211)
 - timm/models/mvitv2.py (630:636)

duplicated block id: 3306
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (291:297)
 - timm/models/hgnet.py (345:351)

duplicated block id: 3307
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (658:665)
 - timm/models/swiftformer.py (461:468)

duplicated block id: 3308
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (479:487)
 - timm/models/vision_transformer.py (873:881)

duplicated block id: 3309
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (380:387)
 - timm/models/xcit.py (507:514)

duplicated block id: 3310
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:406)
 - timm/models/maxxvit.py (1473:1481)

duplicated block id: 3311
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:966)
 - timm/models/xcit.py (507:514)

duplicated block id: 3312
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/rmsprop_tf.py (98:111)
 - timm/optim/sgdw.py (94:107)

duplicated block id: 3313
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (841:847)
 - timm/models/cspnet.py (853:859)

duplicated block id: 3314
size: 7 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (164:170)
 - timm/models/vision_transformer_relpos.py (121:127)

duplicated block id: 3315
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1504:1510)
 - timm/models/eva.py (1548:1554)

duplicated block id: 3316
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (508:519)
 - timm/models/mobilenetv3.py (617:628)

duplicated block id: 3317
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1504:1510)
 - timm/models/eva.py (1526:1532)

duplicated block id: 3318
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:540)
 - timm/models/mlp_mixer.py (428:435)

duplicated block id: 3319
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (664:671)
 - timm/models/swin_transformer.py (870:877)

duplicated block id: 3320
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (642:650)
 - timm/models/starnet.py (216:224)

duplicated block id: 3321
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (197:204)
 - timm/models/maxxvit.py (280:287)

duplicated block id: 3322
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (856:862)
 - timm/models/swin_transformer.py (962:968)

duplicated block id: 3323
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (941:949)
 - timm/models/vision_transformer_sam.py (704:712)

duplicated block id: 3324
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:696)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3325
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (81:96)
 - timm/optim/nadam.py (52:65)

duplicated block id: 3326
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (126:133)
 - timm/optim/nadamw.py (99:106)

duplicated block id: 3327
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (119:127)
 - timm/models/xcit.py (209:216)

duplicated block id: 3328
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:698)
 - timm/models/eva.py (770:777)

duplicated block id: 3329
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (430:437)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3330
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (96:102)
 - timm/models/tnt.py (73:79)

duplicated block id: 3331
size: 7 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (801:826)
 - timm/models/resnetv2.py (741:766)

duplicated block id: 3332
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_resnet_v2.py (156:162)
 - timm/models/inception_v4.py (90:96)

duplicated block id: 3333
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (407:415)
 - timm/models/byobnet.py (959:967)

duplicated block id: 3334
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (528:534)
 - timm/models/byobnet.py (938:944)

duplicated block id: 3335
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3336
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/mambaout.py (466:473)

duplicated block id: 3337
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/nvnovograd.py (66:79)
 - timm/optim/sgdw.py (94:107)

duplicated block id: 3338
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (515:521)
 - timm/models/shvit.py (367:374)

duplicated block id: 3339
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (45:51)
 - timm/models/mobilenetv5.py (112:118)

duplicated block id: 3340
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (614:621)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3341
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:406)
 - timm/models/swin_transformer.py (868:876)

duplicated block id: 3342
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (672:681)
 - timm/models/swin_transformer_v2.py (1030:1038)

duplicated block id: 3343
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (599:608)
 - timm/models/edgenext.py (510:519)

duplicated block id: 3344
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convit.py (41:47)
 - timm/models/crossvit.py (83:89)

duplicated block id: 3345
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1303)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3346
size: 7 cleaned lines of code
in 2 files:
 - timm/data/loader.py (146:153)
 - timm/data/naflex_loader.py (150:157)

duplicated block id: 3347
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (513:521)
 - timm/models/vision_transformer.py (873:881)

duplicated block id: 3348
size: 7 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:546)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3349
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (658:665)
 - timm/models/hgnet.py (539:546)

duplicated block id: 3350
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/hgnet.py (552:559)

duplicated block id: 3351
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1303)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3352
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1303)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3353
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (798:805)
 - timm/models/swin_transformer_v2_cr.py (786:793)

duplicated block id: 3354
size: 7 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (131:137)
 - timm/models/vision_transformer_relpos.py (169:175)

duplicated block id: 3355
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (228:236)
 - timm/models/mvitv2.py (396:404)

duplicated block id: 3356
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (438:444)
 - timm/models/vitamin.py (555:561)

duplicated block id: 3357
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (438:444)
 - timm/models/vitamin.py (575:581)

duplicated block id: 3358
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (274:281)
 - timm/models/vision_transformer_relpos.py (90:97)

duplicated block id: 3359
size: 7 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (386:392)
 - timm/models/swin_transformer.py (726:732)

duplicated block id: 3360
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (438:444)
 - timm/models/vitamin.py (594:600)

duplicated block id: 3361
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (232:240)
 - timm/models/sknet.py (72:78)

duplicated block id: 3362
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/swiftformer.py (481:488)

duplicated block id: 3363
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (39:45)
 - timm/models/hrnet.py (75:81)

duplicated block id: 3364
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (709:717)
 - timm/models/vision_transformer.py (873:881)

duplicated block id: 3365
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (561:568)
 - timm/models/swin_transformer_v2.py (580:587)

duplicated block id: 3366
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/levit.py (689:696)

duplicated block id: 3367
size: 7 cleaned lines of code
in 2 files:
 - timm/data/loader.py (161:169)
 - timm/data/naflex_loader.py (170:188)

duplicated block id: 3368
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (716:724)
 - timm/models/inception_next.py (417:425)

duplicated block id: 3369
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (447:453)
 - timm/layers/norm_act.py (515:521)

duplicated block id: 3370
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnest.py (22:29)
 - timm/models/sknet.py (84:91)

duplicated block id: 3371
size: 7 cleaned lines of code
in 2 files:
 - timm/models/selecsls.py (159:167)
 - timm/models/xception.py (173:181)

duplicated block id: 3372
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (307:313)
 - timm/models/hrnet.py (343:349)

duplicated block id: 3373
size: 7 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (480:487)
 - timm/models/pvt_v2.py (371:378)

duplicated block id: 3374
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (447:453)
 - timm/layers/norm_act.py (482:488)

duplicated block id: 3375
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/repvit.py (380:387)

duplicated block id: 3376
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3377
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (515:521)
 - timm/models/gcvit.py (526:533)

duplicated block id: 3378
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:284)
 - timm/models/mobilenetv5.py (323:330)

duplicated block id: 3379
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:685)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3380
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1303)
 - timm/models/repghost.py (349:356)

duplicated block id: 3381
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (914:921)
 - timm/models/tiny_vit.py (583:590)

duplicated block id: 3382
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (543:551)
 - timm/models/levit.py (751:759)

duplicated block id: 3383
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (369:376)
 - timm/models/xcit.py (474:481)

duplicated block id: 3384
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnest.py (22:29)
 - timm/models/tresnet.py (65:72)

duplicated block id: 3385
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2137:2143)
 - timm/models/byobnet.py (2152:2158)

duplicated block id: 3386
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (914:921)
 - timm/models/tresnet.py (276:283)

duplicated block id: 3387
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (274:281)
 - timm/models/pvt_v2.py (138:145)

duplicated block id: 3388
size: 7 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (380:387)
 - timm/models/xcit.py (507:514)

duplicated block id: 3389
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:540)
 - timm/models/swin_transformer.py (870:877)

duplicated block id: 3390
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1534)
 - timm/models/vision_transformer.py (875:882)

duplicated block id: 3391
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (685:691)
 - timm/models/mobilenetv5.py (691:697)

duplicated block id: 3392
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/classifier.py (73:81)
 - timm/models/hgnet.py (354:360)

duplicated block id: 3393
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (685:691)
 - timm/models/mobilenetv5.py (703:709)

duplicated block id: 3394
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (685:691)
 - timm/models/mobilenetv5.py (697:703)

duplicated block id: 3395
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:342)
 - timm/models/xcit.py (507:514)

duplicated block id: 3396
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:747)
 - timm/models/mvitv2.py (894:901)

duplicated block id: 3397
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (398:404)
 - timm/models/mambaout.py (398:404)

duplicated block id: 3398
size: 7 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1195:1201)
 - timm/models/vision_transformer.py (785:791)

duplicated block id: 3399
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (398:404)
 - timm/models/inception_next.py (326:332)

duplicated block id: 3400
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:400)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3401
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1473:1481)
 - timm/models/vision_transformer_relpos.py (454:462)

duplicated block id: 3402
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/tiny_vit.py (583:590)

duplicated block id: 3403
size: 7 cleaned lines of code
in 2 files:
 - timm/data/naflex_transforms.py (202:208)
 - timm/data/transforms.py (455:461)

duplicated block id: 3404
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:809)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3405
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (751:759)
 - timm/models/swiftformer.py (509:517)

duplicated block id: 3406
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:901)
 - timm/models/repghost.py (349:356)

duplicated block id: 3407
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (454:463)
 - timm/models/xcit.py (557:566)

duplicated block id: 3408
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:131)
 - timm/optim/lars.py (75:87)

duplicated block id: 3409
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (398:406)
 - timm/models/vision_transformer.py (873:881)

duplicated block id: 3410
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (711:718)
 - timm/models/tresnet.py (276:283)

duplicated block id: 3411
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (73:79)
 - timm/models/xcit.py (153:159)

duplicated block id: 3412
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (199:205)
 - timm/models/eva.py (302:308)

duplicated block id: 3413
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (237:243)
 - timm/models/swin_transformer_v2.py (241:247)

duplicated block id: 3414
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (121:132)
 - timm/models/convit.py (140:147)

duplicated block id: 3415
size: 7 cleaned lines of code
in 2 files:
 - timm/models/densenet.py (465:474)
 - timm/models/rexnet.py (480:497)

duplicated block id: 3416
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pit.py (384:392)
 - timm/models/xcit.py (603:611)

duplicated block id: 3417
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (81:96)
 - timm/optim/radam.py (37:44)

duplicated block id: 3418
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (81:96)
 - timm/optim/nvnovograd.py (66:79)

duplicated block id: 3419
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:698)
 - timm/models/repghost.py (349:356)

duplicated block id: 3420
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (426:434)
 - timm/models/nextvit.py (612:620)

duplicated block id: 3421
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/efficientvit_mit.py (959:966)

duplicated block id: 3422
size: 7 cleaned lines of code
in 2 files:
 - timm/models/coat.py (92:98)
 - timm/models/convit.py (132:138)

duplicated block id: 3423
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (92:98)
 - timm/models/crossvit.py (140:147)

duplicated block id: 3424
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:901)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3425
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (497:503)
 - timm/models/vitamin.py (594:600)

duplicated block id: 3426
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (497:503)
 - timm/models/vitamin.py (555:561)

duplicated block id: 3427
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (711:718)
 - timm/models/swin_transformer_v2_cr.py (866:873)

duplicated block id: 3428
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convit.py (41:47)
 - timm/models/convit.py (132:138)

duplicated block id: 3429
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (497:503)
 - timm/models/vitamin.py (575:581)

duplicated block id: 3430
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/laprop.py (66:79)
 - timm/optim/lars.py (75:87)

duplicated block id: 3431
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (378:386)
 - timm/models/vision_transformer_sam.py (632:640)

duplicated block id: 3432
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1473:1481)
 - timm/models/swin_transformer.py (868:876)

duplicated block id: 3433
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (105:112)
 - timm/models/eva.py (62:69)

duplicated block id: 3434
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (868:876)
 - timm/models/xcit.py (505:513)

duplicated block id: 3435
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (636:642)
 - timm/models/mobilenetv3.py (707:713)

duplicated block id: 3436
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:477)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3437
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/pvt_v2.py (430:437)

duplicated block id: 3438
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/bottleneck_attn.py (113:119)
 - timm/layers/halo_attn.py (132:138)

duplicated block id: 3439
size: 7 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (153:161)
 - timm/models/xcit.py (428:436)

duplicated block id: 3440
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vovnet.py (313:320)
 - timm/models/xcit.py (507:514)

duplicated block id: 3441
size: 7 cleaned lines of code
in 2 files:
 - timm/models/visformer.py (380:388)
 - timm/models/vision_transformer_sam.py (529:537)

duplicated block id: 3442
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/efficientvit_mit.py (802:809)

duplicated block id: 3443
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (201:207)
 - timm/models/vision_transformer.py (318:324)

duplicated block id: 3444
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/swin_transformer_v2_cr.py (866:873)

duplicated block id: 3445
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:530)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3446
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (892:900)
 - timm/models/volo.py (1062:1070)

duplicated block id: 3447
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:339)
 - timm/models/nextvit.py (614:621)

duplicated block id: 3448
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adopt.py (456:464)
 - timm/optim/nadamw.py (155:161)

duplicated block id: 3449
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (941:949)
 - timm/models/starnet.py (194:201)

duplicated block id: 3450
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:522)
 - timm/models/nest.py (474:481)

duplicated block id: 3451
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (227:233)
 - timm/models/hrnet.py (263:269)

duplicated block id: 3452
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:698)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3453
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (866:873)
 - timm/models/twins.py (460:467)

duplicated block id: 3454
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (266:272)
 - timm/models/volo.py (231:237)

duplicated block id: 3455
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pit.py (384:392)
 - timm/models/sequencer.py (469:477)

duplicated block id: 3456
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:339)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3457
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1787:1793)
 - timm/models/maxxvit.py (1798:1804)

duplicated block id: 3458
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:540)
 - timm/models/volo.py (1064:1071)

duplicated block id: 3459
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:339)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3460
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (227:233)
 - timm/models/hrnet.py (299:305)

duplicated block id: 3461
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (155:161)
 - timm/models/hrnet.py (227:233)

duplicated block id: 3462
size: 7 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (153:161)
 - timm/models/vision_transformer_relpos.py (377:385)

duplicated block id: 3463
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (762:769)
 - timm/models/mobilenetv5.py (366:373)

duplicated block id: 3464
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (709:717)
 - timm/models/swin_transformer.py (868:876)

duplicated block id: 3465
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:747)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3466
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/nadam.py (52:65)
 - timm/optim/sgdp.py (44:51)

duplicated block id: 3467
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (345:352)
 - timm/models/byobnet.py (545:552)

duplicated block id: 3468
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:73)
 - timm/optim/sgdp.py (44:51)

duplicated block id: 3469
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (155:161)
 - timm/models/hrnet.py (191:197)

duplicated block id: 3470
size: 7 cleaned lines of code
in 2 files:
 - timm/models/focalnet.py (274:280)
 - timm/models/swin_transformer_v2.py (618:625)

duplicated block id: 3471
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:473)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3472
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/tiny_vit.py (583:590)

duplicated block id: 3473
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/gcvit.py (539:546)

duplicated block id: 3474
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:342)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3475
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (119:125)
 - timm/models/hrnet.py (191:197)

duplicated block id: 3476
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:559)
 - timm/models/xcit.py (507:514)

duplicated block id: 3477
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (155:161)
 - timm/models/hrnet.py (263:269)

duplicated block id: 3478
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:696)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3479
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (119:125)
 - timm/models/hrnet.py (155:161)

duplicated block id: 3480
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/starnet.py (218:225)

duplicated block id: 3481
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (206:213)
 - timm/models/nextvit.py (274:281)

duplicated block id: 3482
size: 7 cleaned lines of code
in 2 files:
 - timm/models/twins.py (458:466)
 - timm/models/volo.py (1062:1070)

duplicated block id: 3483
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (462:470)
 - timm/models/deit.py (130:138)

duplicated block id: 3484
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:685)
 - timm/models/repghost.py (349:356)

duplicated block id: 3485
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:522)
 - timm/models/repghost.py (349:356)

duplicated block id: 3486
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (119:125)
 - timm/models/hrnet.py (227:233)

duplicated block id: 3487
size: 7 cleaned lines of code
in 2 files:
 - timm/scheduler/poly_lr.py (63:69)
 - timm/scheduler/tanh_lr.py (65:71)

duplicated block id: 3488
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:809)
 - timm/models/xcit.py (507:514)

duplicated block id: 3489
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:131)
 - timm/optim/mars.py (141:154)

duplicated block id: 3490
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (138:144)
 - timm/models/byoanet.py (181:187)

duplicated block id: 3491
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (479:487)
 - timm/models/volo.py (1062:1070)

duplicated block id: 3492
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/classifier.py (139:145)
 - timm/layers/classifier.py (213:219)

duplicated block id: 3493
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1473:1481)
 - timm/models/volo.py (1062:1070)

duplicated block id: 3494
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pit.py (462:468)
 - timm/models/pit.py (517:523)

duplicated block id: 3495
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (144:150)
 - timm/models/vision_transformer_sam.py (240:246)

duplicated block id: 3496
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (155:161)
 - timm/models/hrnet.py (299:305)

duplicated block id: 3497
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (792:800)
 - timm/models/mobilenetv3.py (930:938)

duplicated block id: 3498
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (119:125)
 - timm/models/hrnet.py (335:341)

duplicated block id: 3499
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (921:927)
 - timm/models/fastvit.py (978:984)

duplicated block id: 3500
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (349:356)
 - timm/models/xcit.py (507:514)

duplicated block id: 3501
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (345:352)
 - timm/models/byobnet.py (480:487)

duplicated block id: 3502
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (462:470)
 - timm/models/vision_transformer_relpos.py (506:514)

duplicated block id: 3503
size: 7 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (176:182)
 - timm/models/sequencer.py (185:191)

duplicated block id: 3504
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (620:628)
 - timm/models/tiny_vit.py (525:533)

duplicated block id: 3505
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (374:380)
 - timm/models/byobnet.py (509:515)

duplicated block id: 3506
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (30:37)
 - timm/models/nest.py (47:54)

duplicated block id: 3507
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (412:420)
 - timm/models/tresnet.py (306:314)

duplicated block id: 3508
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (155:161)
 - timm/models/hrnet.py (335:341)

duplicated block id: 3509
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (119:125)
 - timm/models/hrnet.py (263:269)

duplicated block id: 3510
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (119:125)
 - timm/models/hrnet.py (299:305)

duplicated block id: 3511
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:696)
 - timm/models/twins.py (460:467)

duplicated block id: 3512
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (428:435)
 - timm/models/twins.py (472:479)

duplicated block id: 3513
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vovnet.py (409:415)
 - timm/models/vovnet.py (440:446)

duplicated block id: 3514
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (81:96)
 - timm/optim/mars.py (141:154)

duplicated block id: 3515
size: 7 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (325:331)
 - timm/models/regnet.py (424:430)

duplicated block id: 3516
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (856:862)
 - timm/models/maxxvit.py (2043:2049)

duplicated block id: 3517
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (824:832)
 - timm/models/xception_aligned.py (288:296)

duplicated block id: 3518
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (345:351)
 - timm/models/mambaout.py (274:280)

duplicated block id: 3519
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (399:405)
 - timm/models/vitamin.py (594:600)

duplicated block id: 3520
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (399:405)
 - timm/models/vitamin.py (575:581)

duplicated block id: 3521
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/tresnet.py (276:283)

duplicated block id: 3522
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (399:405)
 - timm/models/vitamin.py (555:561)

duplicated block id: 3523
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:131)
 - timm/optim/sgdp.py (44:51)

duplicated block id: 3524
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (450:457)
 - timm/models/inception_next.py (380:387)

duplicated block id: 3525
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (501:509)
 - timm/models/xcit.py (406:414)

duplicated block id: 3526
size: 7 cleaned lines of code
in 2 files:
 - benchmark.py (691:699)
 - bulk_runner.py (236:244)

duplicated block id: 3527
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (274:281)
 - timm/models/twins.py (181:189)

duplicated block id: 3528
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/repghost.py (349:356)

duplicated block id: 3529
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:747)
 - timm/models/starnet.py (218:225)

duplicated block id: 3530
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1719:1725)
 - timm/models/maxxvit.py (1795:1801)

duplicated block id: 3531
size: 7 cleaned lines of code
in 2 files:
 - timm/models/volo.py (259:277)
 - timm/models/volo.py (372:392)

duplicated block id: 3532
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2105:2111)
 - timm/models/byobnet.py (2165:2171)

duplicated block id: 3533
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (620:628)
 - timm/models/repghost.py (279:287)

duplicated block id: 3534
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:131)
 - timm/optim/adamp.py (66:73)

duplicated block id: 3535
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (614:621)
 - timm/models/levit.py (732:739)

duplicated block id: 3536
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:685)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3537
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (515:521)
 - timm/models/inception_next.py (380:387)

duplicated block id: 3538
size: 7 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (164:170)
 - timm/models/vision_transformer_relpos.py (169:175)

duplicated block id: 3539
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (981:989)
 - timm/models/tresnet.py (306:314)

duplicated block id: 3540
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:138)
 - timm/optim/sgdp.py (44:51)

duplicated block id: 3541
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (607:615)
 - timm/models/efficientformer.py (422:431)

duplicated block id: 3542
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (281:292)
 - timm/optim/nadamw.py (246:257)

duplicated block id: 3543
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (331:337)
 - timm/optim/nadamw.py (163:169)

duplicated block id: 3544
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:118)
 - timm/optim/lion.py (81:96)

duplicated block id: 3545
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/nadamw.py (372:380)
 - timm/optim/nadamw.py (400:408)

duplicated block id: 3546
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (515:521)
 - timm/models/pvt_v2.py (417:424)

duplicated block id: 3547
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:651)
 - timm/models/resnet.py (664:671)

duplicated block id: 3548
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:131)
 - timm/optim/radam.py (37:44)

duplicated block id: 3549
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/pvt_v2.py (430:437)

duplicated block id: 3550
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (306:314)
 - timm/models/xception_aligned.py (288:296)

duplicated block id: 3551
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (536:542)
 - timm/models/vitamin.py (575:581)

duplicated block id: 3552
size: 7 cleaned lines of code
in 2 files:
 - timm/models/visformer.py (380:388)
 - timm/models/xcit.py (424:432)

duplicated block id: 3553
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (536:542)
 - timm/models/vitamin.py (555:561)

duplicated block id: 3554
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:131)
 - timm/optim/laprop.py (66:79)

duplicated block id: 3555
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (536:542)
 - timm/models/vitamin.py (594:600)

duplicated block id: 3556
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:747)
 - timm/models/swiftformer.py (481:488)

duplicated block id: 3557
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/laprop.py (50:56)
 - timm/optim/nadamw.py (65:71)

duplicated block id: 3558
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1303)
 - timm/models/twins.py (460:467)

duplicated block id: 3559
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (235:241)
 - timm/models/hrnet.py (343:349)

duplicated block id: 3560
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (866:873)
 - timm/models/xcit.py (507:514)

duplicated block id: 3561
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (349:356)
 - timm/models/starnet.py (218:225)

duplicated block id: 3562
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/std_conv.py (63:70)
 - timm/layers/std_conv.py (123:130)

duplicated block id: 3563
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (57:63)
 - timm/optim/nadamw.py (49:55)

duplicated block id: 3564
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (892:900)
 - timm/models/vision_transformer.py (873:881)

duplicated block id: 3565
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (405:413)
 - timm/optim/adan.py (308:315)

duplicated block id: 3566
size: 7 cleaned lines of code
in 2 files:
 - timm/models/sequencer.py (386:392)
 - timm/models/swin_transformer_v2.py (750:756)

duplicated block id: 3567
size: 7 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (484:491)
 - timm/models/vovnet.py (255:262)

duplicated block id: 3568
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (235:241)
 - timm/models/hrnet.py (307:313)

duplicated block id: 3569
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (564:582)
 - timm/models/swin_transformer.py (901:926)

duplicated block id: 3570
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:473)
 - timm/models/twins.py (460:467)

duplicated block id: 3571
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (709:716)
 - timm/models/repvit.py (398:405)

duplicated block id: 3572
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:407)
 - timm/models/repghost.py (349:356)

duplicated block id: 3573
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1534)
 - timm/models/convnext.py (533:540)

duplicated block id: 3574
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1569:1594)
 - timm/models/resnetv2.py (741:766)

duplicated block id: 3575
size: 7 cleaned lines of code
in 2 files:
 - timm/models/res2net.py (22:29)
 - timm/models/resnest.py (22:29)

duplicated block id: 3576
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:473)
 - timm/models/nest.py (474:481)

duplicated block id: 3577
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3578
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (127:133)
 - timm/models/hrnet.py (343:349)

duplicated block id: 3579
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:809)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3580
size: 7 cleaned lines of code
in 2 files:
 - timm/models/twins.py (181:189)
 - timm/models/vision_transformer_relpos.py (90:97)

duplicated block id: 3581
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:809)
 - timm/models/twins.py (460:467)

duplicated block id: 3582
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (480:487)
 - timm/models/byobnet.py (545:552)

duplicated block id: 3583
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (391:397)
 - timm/layers/norm_act.py (482:488)

duplicated block id: 3584
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (513:521)
 - timm/models/mlp_mixer.py (426:434)

duplicated block id: 3585
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (981:989)
 - timm/models/nextvit.py (639:647)

duplicated block id: 3586
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (49:55)
 - timm/optim/nadamw.py (42:48)

duplicated block id: 3587
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:118)
 - timm/optim/adafactor_bv.py (124:131)

duplicated block id: 3588
size: 7 cleaned lines of code
in 2 files:
 - timm/models/sknet.py (23:30)
 - timm/models/tresnet.py (25:32)

duplicated block id: 3589
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (263:269)
 - timm/models/hrnet.py (299:305)

duplicated block id: 3590
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (458:464)
 - timm/models/vitamin.py (594:600)

duplicated block id: 3591
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/shvit.py (380:387)

duplicated block id: 3592
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3593
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (391:397)
 - timm/layers/norm_act.py (515:521)

duplicated block id: 3594
size: 7 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:546)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3595
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (463:469)
 - timm/models/byobnet.py (938:944)

duplicated block id: 3596
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (458:464)
 - timm/models/vitamin.py (555:561)

duplicated block id: 3597
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (202:208)
 - timm/models/visformer.py (98:104)

duplicated block id: 3598
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (583:590)
 - timm/models/xcit.py (507:514)

duplicated block id: 3599
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (27:33)
 - timm/models/tresnet.py (67:73)

duplicated block id: 3600
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (458:464)
 - timm/models/vitamin.py (575:581)

duplicated block id: 3601
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (263:269)
 - timm/models/hrnet.py (335:341)

duplicated block id: 3602
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1496:1504)
 - timm/models/regnet.py (801:826)

duplicated block id: 3603
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/nextvit.py (614:621)

duplicated block id: 3604
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:522)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3605
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (642:650)
 - timm/models/efficientformer.py (513:521)

duplicated block id: 3606
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (481:488)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3607
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1534)
 - timm/models/mlp_mixer.py (428:435)

duplicated block id: 3608
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1303)
 - timm/models/nest.py (474:481)

duplicated block id: 3609
size: 7 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (216:224)
 - timm/models/swin_transformer.py (868:876)

duplicated block id: 3610
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_resnet_v2.py (156:162)
 - timm/models/inception_v4.py (144:150)

duplicated block id: 3611
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:400)
 - timm/models/nest.py (474:481)

duplicated block id: 3612
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/xcit.py (507:514)

duplicated block id: 3613
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:477)
 - timm/models/twins.py (460:467)

duplicated block id: 3614
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:522)
 - timm/models/ghostnet.py (740:747)

duplicated block id: 3615
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (462:470)
 - timm/models/twins.py (509:517)

duplicated block id: 3616
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (417:425)
 - timm/models/tnt.py (458:466)

duplicated block id: 3617
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pit.py (436:442)
 - timm/models/pit.py (489:495)

duplicated block id: 3618
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:339)
 - timm/models/nest.py (474:481)

duplicated block id: 3619
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:477)
 - timm/models/nest.py (474:481)

duplicated block id: 3620
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:530)
 - timm/models/nest.py (474:481)

duplicated block id: 3621
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (454:462)
 - timm/models/volo.py (1062:1070)

duplicated block id: 3622
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (127:133)
 - timm/models/hrnet.py (235:241)

duplicated block id: 3623
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:747)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3624
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:361)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3625
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (664:671)
 - timm/models/vision_transformer.py (875:882)

duplicated block id: 3626
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:138)
 - timm/optim/lars.py (75:87)

duplicated block id: 3627
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (716:724)
 - timm/models/efficientvit_msra.py (551:593)

duplicated block id: 3628
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (879:885)
 - timm/models/efficientnet.py (919:925)

duplicated block id: 3629
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (123:131)
 - timm/models/sknet.py (133:139)

duplicated block id: 3630
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (642:650)
 - timm/models/cait.py (398:406)

duplicated block id: 3631
size: 7 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (216:224)
 - timm/models/vision_transformer.py (873:881)

duplicated block id: 3632
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (612:620)
 - timm/models/vision_transformer.py (873:881)

duplicated block id: 3633
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (583:590)
 - timm/models/twins.py (460:467)

duplicated block id: 3634
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/fastvit.py (1296:1303)

duplicated block id: 3635
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (450:457)
 - timm/models/gcvit.py (526:533)

duplicated block id: 3636
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (73:79)
 - timm/models/xcit.py (249:255)

duplicated block id: 3637
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (380:387)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3638
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (127:133)
 - timm/models/hrnet.py (271:277)

duplicated block id: 3639
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (337:343)
 - timm/models/byobnet.py (472:478)

duplicated block id: 3640
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (347:353)
 - timm/models/inception_next.py (226:232)

duplicated block id: 3641
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (127:133)
 - timm/models/hrnet.py (307:313)

duplicated block id: 3642
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (36:42)
 - timm/models/visformer.py (23:29)

duplicated block id: 3643
size: 7 cleaned lines of code
in 2 files:
 - timm/models/visformer.py (380:388)
 - timm/models/vision_transformer_relpos.py (373:381)

duplicated block id: 3644
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (457:465)
 - timm/models/levit.py (620:628)

duplicated block id: 3645
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (349:356)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3646
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (180:186)
 - timm/models/crossvit.py (140:147)

duplicated block id: 3647
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (642:650)
 - timm/models/nextvit.py (612:620)

duplicated block id: 3648
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (206:213)
 - timm/models/pvt_v2.py (138:145)

duplicated block id: 3649
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (502:508)
 - timm/models/mambaout.py (274:280)

duplicated block id: 3650
size: 7 cleaned lines of code
in 2 files:
 - timm/models/sknet.py (84:91)
 - timm/models/tresnet.py (65:72)

duplicated block id: 3651
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (74:80)
 - timm/models/hrnet.py (146:152)

duplicated block id: 3652
size: 7 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (430:437)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3653
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (61:67)
 - timm/models/byoanet.py (138:144)

duplicated block id: 3654
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:477)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3655
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (360:366)
 - timm/models/vitamin.py (380:386)

duplicated block id: 3656
size: 7 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:696)
 - timm/models/nest.py (474:481)

duplicated block id: 3657
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1771:1777)
 - timm/models/byobnet.py (1913:1919)

duplicated block id: 3658
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (186:192)
 - timm/optim/nadamw.py (301:307)

duplicated block id: 3659
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:530)
 - timm/models/xcit.py (507:514)

duplicated block id: 3660
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (551:557)
 - timm/models/davit.py (701:707)

duplicated block id: 3661
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (450:457)
 - timm/models/shvit.py (367:374)

duplicated block id: 3662
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1184:1190)
 - timm/models/maxxvit.py (1193:1199)

duplicated block id: 3663
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convit.py (252:258)
 - timm/models/tnt.py (234:240)

duplicated block id: 3664
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (711:718)
 - timm/models/shvit.py (380:387)

duplicated block id: 3665
size: 7 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (380:387)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3666
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (380:387)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3667
size: 7 cleaned lines of code
in 2 files:
 - timm/models/volo.py (160:167)
 - timm/models/volo.py (400:407)

duplicated block id: 3668
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (729:735)
 - timm/models/mobilenetv5.py (735:741)

duplicated block id: 3669
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (34:41)
 - timm/models/pnasnet.py (21:28)

duplicated block id: 3670
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (729:735)
 - timm/models/mobilenetv5.py (741:747)

duplicated block id: 3671
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (67:73)
 - timm/models/fasternet.py (111:117)

duplicated block id: 3672
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (729:735)
 - timm/models/mobilenetv5.py (747:753)

duplicated block id: 3673
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1473:1481)
 - timm/models/swin_transformer_v2.py (912:920)

duplicated block id: 3674
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/gcvit.py (539:546)

duplicated block id: 3675
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (123:131)
 - timm/models/resnet.py (232:240)

duplicated block id: 3676
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (113:120)
 - timm/models/efficientvit_mit.py (256:263)

duplicated block id: 3677
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (360:366)
 - timm/models/vitamin.py (477:483)

duplicated block id: 3678
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:138)
 - timm/optim/sgdw.py (94:107)

duplicated block id: 3679
size: 7 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (218:225)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3680
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (260:267)
 - timm/models/swin_transformer.py (589:604)

duplicated block id: 3681
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (360:366)
 - timm/models/vitamin.py (497:503)

duplicated block id: 3682
size: 7 cleaned lines of code
in 2 files:
 - timm/models/cait.py (293:300)
 - timm/models/xcit.py (405:412)

duplicated block id: 3683
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:339)
 - timm/models/xcit.py (507:514)

duplicated block id: 3684
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:339)
 - timm/models/twins.py (460:467)

duplicated block id: 3685
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (513:521)
 - timm/models/volo.py (1062:1070)

duplicated block id: 3686
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:473)
 - timm/models/xcit.py (507:514)

duplicated block id: 3687
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (554:560)
 - timm/models/hieradet_sam2.py (364:370)

duplicated block id: 3688
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:342)
 - timm/models/twins.py (460:467)

duplicated block id: 3689
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1473:1481)
 - timm/models/vision_transformer.py (873:881)

duplicated block id: 3690
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (658:665)
 - timm/models/inception_next.py (380:387)

duplicated block id: 3691
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (360:366)
 - timm/models/vitamin.py (419:425)

duplicated block id: 3692
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (360:366)
 - timm/models/vitamin.py (399:405)

duplicated block id: 3693
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:698)
 - timm/models/nest.py (474:481)

duplicated block id: 3694
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:651)
 - timm/models/byobnet.py (1527:1534)

duplicated block id: 3695
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (360:366)
 - timm/models/vitamin.py (438:444)

duplicated block id: 3696
size: 7 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (349:356)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3697
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (360:366)
 - timm/models/vitamin.py (458:464)

duplicated block id: 3698
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (741:747)
 - timm/models/mobilenetv5.py (747:753)

duplicated block id: 3699
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (261:267)
 - timm/models/mobilenetv5.py (334:340)

duplicated block id: 3700
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1235:1242)
 - timm/models/swin_transformer_v2_cr.py (799:806)

duplicated block id: 3701
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (104:111)
 - timm/optim/lion.py (70:77)

duplicated block id: 3702
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (658:665)
 - timm/models/pvt_v2.py (417:424)

duplicated block id: 3703
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (614:621)
 - timm/models/vovnet.py (313:320)

duplicated block id: 3704
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (676:684)
 - timm/models/vision_transformer.py (873:881)

duplicated block id: 3705
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (333:341)
 - timm/models/ghostnet.py (773:780)

duplicated block id: 3706
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (580:586)
 - timm/models/pnasnet.py (357:363)

duplicated block id: 3707
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3708
size: 7 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (18:24)
 - timm/layers/mlp.py (157:163)

duplicated block id: 3709
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:530)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3710
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:966)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3711
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:777)
 - timm/models/tresnet.py (276:283)

duplicated block id: 3712
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:530)
 - timm/models/resnetv2.py (711:718)

duplicated block id: 3713
size: 7 cleaned lines of code
in 2 files:
 - timm/models/eva.py (653:666)
 - timm/models/volo.py (875:893)

duplicated block id: 3714
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (900:908)
 - timm/models/levit.py (620:628)

duplicated block id: 3715
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (242:253)
 - timm/models/nfnet.py (107:115)

duplicated block id: 3716
size: 7 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (177:185)
 - timm/models/_efficientnet_blocks.py (543:551)

duplicated block id: 3717
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:559)
 - timm/models/swin_transformer_v2.py (914:921)

duplicated block id: 3718
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (360:366)
 - timm/models/vitamin.py (516:522)

duplicated block id: 3719
size: 7 cleaned lines of code
in 2 files:
 - timm/models/xception_aligned.py (97:103)
 - timm/models/xception_aligned.py (146:152)

duplicated block id: 3720
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1555:1561)
 - timm/models/maxxvit.py (1603:1609)

duplicated block id: 3721
size: 7 cleaned lines of code
in 2 files:
 - bulk_runner.py (236:244)
 - validate.py (524:533)

duplicated block id: 3722
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (115:133)
 - timm/models/resnetv2.py (211:229)

duplicated block id: 3723
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (360:366)
 - timm/models/vitamin.py (536:542)

duplicated block id: 3724
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (197:204)
 - timm/models/twins.py (74:81)

duplicated block id: 3725
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (360:366)
 - timm/models/vitamin.py (575:581)

duplicated block id: 3726
size: 7 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (57:68)
 - timm/models/twins.py (186:196)

duplicated block id: 3727
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (360:366)
 - timm/models/vitamin.py (555:561)

duplicated block id: 3728
size: 7 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (360:366)
 - timm/models/vitamin.py (594:600)

duplicated block id: 3729
size: 7 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (140:146)
 - timm/models/regnet.py (186:192)

duplicated block id: 3730
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (74:80)
 - timm/models/hrnet.py (326:332)

duplicated block id: 3731
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (74:80)
 - timm/models/hrnet.py (110:116)

duplicated block id: 3732
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (879:885)
 - timm/models/efficientnet.py (1300:1306)

duplicated block id: 3733
size: 7 cleaned lines of code
in 2 files:
 - timm/models/beit.py (429:435)
 - timm/models/convit.py (279:285)

duplicated block id: 3734
size: 7 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (378:386)
 - timm/models/sequencer.py (430:438)

duplicated block id: 3735
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (435:443)
 - timm/optim/adan.py (308:315)

duplicated block id: 3736
size: 7 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (500:508)
 - timm/models/volo.py (209:217)

duplicated block id: 3737
size: 7 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1569:1594)
 - timm/models/rexnet.py (435:460)

duplicated block id: 3738
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (205:212)
 - timm/models/davit.py (356:363)

duplicated block id: 3739
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/laprop.py (66:79)
 - timm/optim/sgdp.py (44:51)

duplicated block id: 3740
size: 7 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (609:617)
 - timm/models/repghost.py (229:237)

duplicated block id: 3741
size: 7 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (711:718)
 - timm/models/tiny_vit.py (583:590)

duplicated block id: 3742
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:685)
 - timm/models/inception_v4.py (332:339)

duplicated block id: 3743
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (222:228)
 - timm/models/swin_transformer.py (286:292)

duplicated block id: 3744
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (74:80)
 - timm/models/hrnet.py (254:260)

duplicated block id: 3745
size: 7 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:698)
 - timm/models/twins.py (460:467)

duplicated block id: 3746
size: 7 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (140:147)
 - timm/models/nest.py (107:113)

duplicated block id: 3747
size: 7 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (482:489)
 - timm/models/rdnet.py (368:375)

duplicated block id: 3748
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (186:192)
 - timm/optim/nadamw.py (218:224)

duplicated block id: 3749
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (515:521)
 - timm/models/fasternet.py (322:329)

duplicated block id: 3750
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (74:80)
 - timm/models/hrnet.py (290:296)

duplicated block id: 3751
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/shvit.py (380:387)

duplicated block id: 3752
size: 7 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:339)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3753
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (186:192)
 - timm/optim/nadamw.py (163:169)

duplicated block id: 3754
size: 7 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:473)
 - timm/models/vision_transformer_relpos.py (456:463)

duplicated block id: 3755
size: 7 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1473:1481)
 - timm/models/mlp_mixer.py (426:434)

duplicated block id: 3756
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (74:80)
 - timm/models/hrnet.py (218:224)

duplicated block id: 3757
size: 7 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:73)
 - timm/optim/lars.py (75:87)

duplicated block id: 3758
size: 7 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:651)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3759
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:685)
 - timm/models/tresnet.py (276:283)

duplicated block id: 3760
size: 7 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (74:80)
 - timm/models/hrnet.py (182:188)

duplicated block id: 3761
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (551:593)
 - timm/models/inception_next.py (417:425)

duplicated block id: 3762
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:966)
 - timm/models/eva.py (770:777)

duplicated block id: 3763
size: 7 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (74:82)
 - timm/models/starnet.py (153:161)

duplicated block id: 3764
size: 7 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (479:487)
 - timm/models/swin_transformer.py (868:876)

duplicated block id: 3765
size: 7 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:481)
 - timm/models/repvit.py (380:387)

duplicated block id: 3766
size: 7 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:530)
 - timm/models/rdnet.py (354:361)

duplicated block id: 3767
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (125:147)
 - timm/models/vision_transformer.py (363:368)

duplicated block id: 3768
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (558:564)
 - timm/models/twins.py (381:387)

duplicated block id: 3769
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (349:355)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 3770
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (157:162)
 - timm/layers/mlp.py (236:241)

duplicated block id: 3771
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (880:885)
 - timm/models/eva.py (956:961)

duplicated block id: 3772
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (943:949)
 - timm/models/tiny_vit.py (567:573)

duplicated block id: 3773
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/resnet.py (664:670)

duplicated block id: 3774
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/vision_transformer_relpos.py (458:463)

duplicated block id: 3775
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 3776
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/mambaout.py (466:472)

duplicated block id: 3777
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (194:200)
 - timm/models/nextvit.py (338:344)

duplicated block id: 3778
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (558:564)
 - timm/models/starnet.py (155:161)

duplicated block id: 3779
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_sam.py (577:582)
 - timm/models/xcit.py (476:481)

duplicated block id: 3780
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (866:872)
 - timm/models/volo.py (1064:1070)

duplicated block id: 3781
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:341)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 3782
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (745:750)
 - timm/models/efficientnet.py (1188:1193)

duplicated block id: 3783
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/swin_transformer_v2.py (914:920)

duplicated block id: 3784
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dpn.py (30:38)
 - timm/models/selecsls.py (52:60)

duplicated block id: 3785
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/resnet.py (664:670)

duplicated block id: 3786
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (72:78)
 - timm/models/visformer.py (382:388)

duplicated block id: 3787
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (501:507)
 - timm/models/vision_transformer_relpos.py (493:499)

duplicated block id: 3788
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (2001:2006)
 - timm/models/maxxvit.py (2010:2015)

duplicated block id: 3789
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (4149:4154)
 - timm/models/vision_transformer.py (4261:4266)

duplicated block id: 3790
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (592:597)
 - timm/models/nfnet.py (486:491)

duplicated block id: 3791
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (337:342)
 - timm/models/tnt.py (418:423)

duplicated block id: 3792
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dpn.py (106:114)
 - timm/models/selecsls.py (30:38)

duplicated block id: 3793
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (207:212)
 - timm/layers/norm_act.py (448:453)

duplicated block id: 3794
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/hieradet_sam2.py (485:491)

duplicated block id: 3795
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (169:174)
 - timm/models/levit.py (422:427)

duplicated block id: 3796
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (207:212)
 - timm/layers/norm_act.py (483:488)

duplicated block id: 3797
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:695)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 3798
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (4149:4154)
 - timm/models/vision_transformer.py (4205:4210)

duplicated block id: 3799
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (207:212)
 - timm/layers/norm_act.py (516:521)

duplicated block id: 3800
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (135:140)
 - timm/optim/mars.py (154:159)

duplicated block id: 3801
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (662:667)
 - timm/models/convnext.py (673:678)

duplicated block id: 3802
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/nextvit.py (614:620)

duplicated block id: 3803
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/inception_next.py (393:399)

duplicated block id: 3804
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (200:205)
 - timm/models/vision_transformer.py (318:323)

duplicated block id: 3805
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (469:474)
 - timm/models/vision_transformer_relpos.py (425:430)

duplicated block id: 3806
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (355:368)
 - timm/models/naflexvit.py (1166:1183)

duplicated block id: 3807
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/kron.py (217:222)
 - timm/optim/nadam.py (52:63)

duplicated block id: 3808
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (826:832)
 - timm/models/vovnet.py (333:339)

duplicated block id: 3809
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (346:351)
 - timm/models/swin_transformer.py (598:604)

duplicated block id: 3810
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (717:722)
 - timm/models/xcit.py (476:481)

duplicated block id: 3811
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/twins.py (460:466)

duplicated block id: 3812
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (755:760)
 - timm/models/xception_aligned.py (63:68)

duplicated block id: 3813
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (870:876)
 - timm/models/tresnet.py (276:282)

duplicated block id: 3814
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (147:157)
 - timm/optim/lars.py (75:85)

duplicated block id: 3815
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (405:412)
 - timm/optim/nadamw.py (400:407)

duplicated block id: 3816
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (552:559)
 - timm/models/swin_transformer_v2.py (1032:1039)

duplicated block id: 3817
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vitamin.py (291:296)
 - timm/models/xcit.py (599:604)

duplicated block id: 3818
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dpn.py (249:256)
 - timm/models/senet.py (330:337)

duplicated block id: 3819
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (482:489)
 - timm/models/byobnet.py (960:967)

duplicated block id: 3820
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:116)
 - timm/optim/adan.py (117:123)

duplicated block id: 3821
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (101:106)
 - timm/layers/evo_norm.py (140:145)

duplicated block id: 3822
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (405:412)
 - timm/optim/nadamw.py (372:379)

duplicated block id: 3823
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (162:167)
 - timm/models/davit.py (184:189)

duplicated block id: 3824
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (450:457)
 - timm/models/rexnet.py (417:431)

duplicated block id: 3825
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (493:501)
 - timm/models/selecsls.py (52:60)

duplicated block id: 3826
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (380:386)
 - timm/models/tiny_vit.py (501:507)

duplicated block id: 3827
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (207:212)
 - timm/layers/norm_act.py (392:397)

duplicated block id: 3828
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (18:23)
 - timm/models/pvt_v2.py (36:41)

duplicated block id: 3829
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (558:564)
 - timm/models/vision_transformer_relpos.py (379:385)

duplicated block id: 3830
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (92:97)
 - timm/models/edgenext.py (109:114)

duplicated block id: 3831
size: 6 cleaned lines of code
in 2 files:
 - timm/scheduler/multistep_lr.py (56:61)
 - timm/scheduler/step_lr.py (56:61)

duplicated block id: 3832
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/kron.py (217:222)
 - timm/optim/sgdw.py (94:105)

duplicated block id: 3833
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/starnet.py (218:224)

duplicated block id: 3834
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/tresnet.py (276:282)

duplicated block id: 3835
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (207:212)
 - timm/layers/norm_act.py (420:425)

duplicated block id: 3836
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (623:629)
 - timm/models/visformer.py (382:388)

duplicated block id: 3837
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (450:457)
 - timm/models/vovnet.py (461:468)

duplicated block id: 3838
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/volo.py (1064:1070)

duplicated block id: 3839
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (330:336)
 - timm/models/coat.py (558:564)

duplicated block id: 3840
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/swin_transformer_v2_cr.py (866:872)

duplicated block id: 3841
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (275:280)
 - timm/models/swin_transformer.py (598:604)

duplicated block id: 3842
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (405:410)
 - timm/models/vision_transformer.py (452:457)

duplicated block id: 3843
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (884:889)
 - timm/models/resnest.py (129:134)

duplicated block id: 3844
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:399)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 3845
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (553:570)
 - timm/models/twins.py (381:387)

duplicated block id: 3846
size: 6 cleaned lines of code
in 2 files:
 - timm/models/densenet.py (80:88)
 - timm/models/dpn.py (30:38)

duplicated block id: 3847
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (698:705)
 - timm/models/senet.py (330:337)

duplicated block id: 3848
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/shvit.py (380:386)

duplicated block id: 3849
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (207:212)
 - timm/layers/norm_act.py (359:364)

duplicated block id: 3850
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (669:674)
 - timm/models/repvit.py (397:402)

duplicated block id: 3851
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (262:267)
 - timm/models/edgenext.py (292:297)

duplicated block id: 3852
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (941:946)
 - timm/models/vitamin.py (291:296)

duplicated block id: 3853
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (669:674)
 - timm/models/starnet.py (195:201)

duplicated block id: 3854
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/efficientnet.py (277:283)

duplicated block id: 3855
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (553:570)
 - timm/models/crossvit.py (412:418)

duplicated block id: 3856
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:529)
 - timm/models/regnet.py (757:763)

duplicated block id: 3857
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (135:140)
 - timm/optim/nvnovograd.py (79:84)

duplicated block id: 3858
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (116:121)
 - timm/models/vision_transformer.py (354:359)

duplicated block id: 3859
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (555:562)
 - timm/models/gcvit.py (551:557)

duplicated block id: 3860
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (553:570)
 - timm/models/convmixer.py (76:82)

duplicated block id: 3861
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (533:539)
 - timm/models/sequencer.py (426:432)

duplicated block id: 3862
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (523:536)
 - timm/models/swin_transformer_v2.py (847:864)

duplicated block id: 3863
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (822:829)
 - timm/models/rdnet.py (295:302)

duplicated block id: 3864
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (117:123)
 - timm/optim/mars.py (141:152)

duplicated block id: 3865
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (820:826)
 - timm/models/efficientvit_msra.py (541:547)

duplicated block id: 3866
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/starnet.py (218:224)

duplicated block id: 3867
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (577:582)
 - timm/models/naflexvit.py (1195:1200)

duplicated block id: 3868
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (292:297)
 - timm/models/swin_transformer.py (598:604)

duplicated block id: 3869
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (395:401)
 - timm/models/swiftformer.py (481:487)

duplicated block id: 3870
size: 6 cleaned lines of code
in 2 files:
 - timm/scheduler/multistep_lr.py (56:61)
 - timm/scheduler/tanh_lr.py (79:84)

duplicated block id: 3871
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (607:613)
 - timm/models/pvt_v2.py (346:352)

duplicated block id: 3872
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (657:664)
 - timm/models/davit.py (797:805)

duplicated block id: 3873
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (171:177)
 - timm/models/swin_transformer.py (280:286)

duplicated block id: 3874
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (583:589)
 - timm/models/volo.py (1064:1070)

duplicated block id: 3875
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:558)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 3876
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (814:819)
 - timm/models/twins.py (515:520)

duplicated block id: 3877
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (572:578)
 - timm/models/xception_aligned.py (290:296)

duplicated block id: 3878
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (811:817)
 - timm/models/mobilenetv3.py (944:950)

duplicated block id: 3879
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (880:885)
 - timm/models/efficientnet.py (1016:1021)

duplicated block id: 3880
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (227:232)
 - timm/models/shvit.py (245:250)

duplicated block id: 3881
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (218:223)
 - timm/models/crossvit.py (307:312)

duplicated block id: 3882
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (730:738)
 - timm/models/pit.py (384:391)

duplicated block id: 3883
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:341)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 3884
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (330:336)
 - timm/models/starnet.py (155:161)

duplicated block id: 3885
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (223:237)
 - timm/models/convit.py (181:189)

duplicated block id: 3886
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (186:191)
 - timm/models/vision_transformer.py (354:359)

duplicated block id: 3887
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (717:722)
 - timm/models/tnt.py (383:389)

duplicated block id: 3888
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (655:662)
 - timm/models/rdnet.py (421:428)

duplicated block id: 3889
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (880:885)
 - timm/models/efficientnet.py (984:989)

duplicated block id: 3890
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/levit.py (689:695)

duplicated block id: 3891
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (551:557)
 - timm/models/resnetv2.py (725:739)

duplicated block id: 3892
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (527:533)
 - timm/models/pit.py (317:323)

duplicated block id: 3893
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/repvit.py (380:386)

duplicated block id: 3894
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (609:615)
 - timm/models/vovnet.py (255:261)

duplicated block id: 3895
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/classifier.py (174:179)
 - timm/layers/classifier.py (249:254)

duplicated block id: 3896
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/kron.py (217:222)
 - timm/optim/laprop.py (66:77)

duplicated block id: 3897
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/conv_bn_act.py (16:21)
 - timm/models/shvit.py (52:57)

duplicated block id: 3898
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (317:324)
 - timm/models/tiny_vit.py (526:533)

duplicated block id: 3899
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/swiftformer.py (481:487)

duplicated block id: 3900
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (664:670)
 - timm/models/starnet.py (218:224)

duplicated block id: 3901
size: 6 cleaned lines of code
in 2 files:
 - timm/models/res2net.py (24:29)
 - timm/models/tresnet.py (27:32)

duplicated block id: 3902
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (692:697)
 - timm/models/swin_transformer_v2.py (718:723)

duplicated block id: 3903
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (404:409)
 - timm/models/tnt.py (383:389)

duplicated block id: 3904
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/gcvit.py (539:545)

duplicated block id: 3905
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/xcit.py (507:513)

duplicated block id: 3906
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (591:597)
 - timm/models/starnet.py (195:201)

duplicated block id: 3907
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_sam.py (529:536)
 - timm/models/xception_aligned.py (267:274)

duplicated block id: 3908
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:695)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 3909
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (613:618)
 - timm/models/vision_transformer_sam.py (577:582)

duplicated block id: 3910
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/mobilenetv5.py (323:329)

duplicated block id: 3911
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (521:527)
 - timm/models/xcit.py (406:412)

duplicated block id: 3912
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/kron.py (217:222)
 - timm/optim/lion.py (81:94)

duplicated block id: 3913
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/xcit.py (507:513)

duplicated block id: 3914
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (212:217)
 - timm/models/byobnet.py (2030:2035)

duplicated block id: 3915
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/efficientvit_msra.py (523:529)

duplicated block id: 3916
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_resnet_v2.py (123:128)
 - timm/models/inception_resnet_v2.py (183:188)

duplicated block id: 3917
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (627:633)
 - timm/models/swiftformer.py (460:466)

duplicated block id: 3918
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:684)
 - timm/models/mobilenetv3.py (241:247)

duplicated block id: 3919
size: 6 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1195:1200)
 - timm/models/vision_transformer_relpos.py (393:398)

duplicated block id: 3920
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (212:217)
 - timm/models/byobnet.py (2013:2018)

duplicated block id: 3921
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/repghost.py (349:355)

duplicated block id: 3922
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:341)
 - timm/models/regnet.py (757:763)

duplicated block id: 3923
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (317:323)
 - timm/models/twins.py (472:478)

duplicated block id: 3924
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (147:157)
 - timm/optim/nadam.py (52:63)

duplicated block id: 3925
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (621:628)
 - timm/models/tresnet.py (218:225)

duplicated block id: 3926
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (880:885)
 - timm/models/efficientnet.py (952:957)

duplicated block id: 3927
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (158:164)
 - timm/models/efficientvit_mit.py (257:263)

duplicated block id: 3928
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (294:300)
 - timm/models/tiny_vit.py (501:507)

duplicated block id: 3929
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (1006:1013)
 - timm/models/swin_transformer_v2.py (1040:1047)

duplicated block id: 3930
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:480)
 - timm/models/volo.py (1064:1070)

duplicated block id: 3931
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/kron.py (217:222)
 - timm/optim/radam.py (37:42)

duplicated block id: 3932
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (18:23)
 - timm/models/visformer.py (23:28)

duplicated block id: 3933
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/mambaout.py (466:472)

duplicated block id: 3934
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/shvit.py (380:386)

duplicated block id: 3935
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:338)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 3936
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (292:297)
 - timm/models/fasternet.py (143:148)

duplicated block id: 3937
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:684)
 - timm/models/regnet.py (757:763)

duplicated block id: 3938
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:900)
 - timm/models/regnet.py (757:763)

duplicated block id: 3939
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/tiny_vit.py (583:589)

duplicated block id: 3940
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (484:490)
 - timm/models/efficientformer_v2.py (692:698)

duplicated block id: 3941
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (230:235)
 - timm/models/vision_transformer_sam.py (332:337)

duplicated block id: 3942
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (523:536)
 - timm/models/resnetv2.py (641:654)

duplicated block id: 3943
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (479:484)
 - timm/models/vision_transformer_sam.py (340:345)

duplicated block id: 3944
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (977:983)
 - timm/models/levit.py (709:715)

duplicated block id: 3945
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (246:251)
 - timm/models/convit.py (280:285)

duplicated block id: 3946
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/mobilenetv5.py (323:329)

duplicated block id: 3947
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/resnetv2.py (711:717)

duplicated block id: 3948
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/davit.py (691:697)

duplicated block id: 3949
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (664:670)
 - timm/models/swiftformer.py (481:487)

duplicated block id: 3950
size: 6 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (309:315)
 - timm/models/starnet.py (136:142)

duplicated block id: 3951
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (207:212)
 - timm/models/visformer.py (162:167)

duplicated block id: 3952
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:399)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 3953
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (293:298)
 - timm/models/twins.py (218:223)

duplicated block id: 3954
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (463:470)
 - timm/models/pit.py (384:391)

duplicated block id: 3955
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (269:274)
 - timm/models/resnetv2.py (359:364)

duplicated block id: 3956
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (232:237)
 - timm/models/xcit.py (250:255)

duplicated block id: 3957
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (552:593)
 - timm/models/hieradet_sam2.py (521:529)

duplicated block id: 3958
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1448:1465)
 - timm/models/vgg.py (194:211)

duplicated block id: 3959
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (704:710)
 - timm/models/davit.py (632:638)

duplicated block id: 3960
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (147:157)
 - timm/optim/radam.py (37:42)

duplicated block id: 3961
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (603:609)
 - timm/models/maxxvit.py (1404:1410)

duplicated block id: 3962
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/conv_bn_act.py (16:21)
 - timm/models/starnet.py (29:34)

duplicated block id: 3963
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (334:340)
 - timm/models/twins.py (381:387)

duplicated block id: 3964
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (105:111)
 - timm/optim/sgdw.py (62:68)

duplicated block id: 3965
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (236:257)
 - timm/models/metaformer.py (449:478)

duplicated block id: 3966
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/edgenext.py (470:476)

duplicated block id: 3967
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/hieradet_sam2.py (485:491)

duplicated block id: 3968
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_sam.py (569:575)
 - timm/models/vision_transformer_sam.py (620:626)

duplicated block id: 3969
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:965)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 3970
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (555:562)
 - timm/models/swiftformer.py (495:501)

duplicated block id: 3971
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1415:1421)
 - timm/models/vgg.py (194:211)

duplicated block id: 3972
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (236:241)
 - timm/models/visformer.py (23:28)

duplicated block id: 3973
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/mvitv2.py (894:900)

duplicated block id: 3974
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dla.py (392:399)
 - timm/models/hgnet.py (685:692)

duplicated block id: 3975
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/nest.py (474:480)

duplicated block id: 3976
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/metaformer.py (644:650)

duplicated block id: 3977
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (309:314)
 - timm/models/regnet.py (410:415)

duplicated block id: 3978
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dla.py (396:401)
 - timm/models/hrnet.py (884:889)

duplicated block id: 3979
size: 6 cleaned lines of code
in 2 files:
 - timm/data/dataset_factory.py (173:178)
 - timm/data/dataset_factory.py (204:209)

duplicated block id: 3980
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (395:400)
 - timm/models/tnt.py (418:423)

duplicated block id: 3981
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/swiftformer.py (481:487)

duplicated block id: 3982
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/twins.py (460:466)

duplicated block id: 3983
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (250:255)
 - timm/models/swin_transformer.py (555:560)

duplicated block id: 3984
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (379:385)
 - timm/models/starnet.py (194:200)

duplicated block id: 3985
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (690:696)
 - timm/models/twins.py (472:478)

duplicated block id: 3986
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (730:738)
 - timm/models/vision_transformer_relpos.py (507:514)

duplicated block id: 3987
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/metaformer.py (644:650)

duplicated block id: 3988
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/inception_v4.py (332:338)

duplicated block id: 3989
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (201:206)
 - timm/models/davit.py (363:368)

duplicated block id: 3990
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1302)
 - timm/models/mobilenetv5.py (323:329)

duplicated block id: 3991
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (463:468)
 - timm/models/xception_aligned.py (25:30)

duplicated block id: 3992
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (348:353)
 - timm/models/swiftformer.py (305:310)

duplicated block id: 3993
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (71:77)
 - timm/optim/sgdw.py (62:68)

duplicated block id: 3994
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1302)
 - timm/models/hieradet_sam2.py (485:491)

duplicated block id: 3995
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/starnet.py (218:224)

duplicated block id: 3996
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/swin_transformer_v2_cr.py (866:872)

duplicated block id: 3997
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (383:389)
 - timm/models/xcit.py (476:481)

duplicated block id: 3998
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/inception_next.py (393:399)

duplicated block id: 3999
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/metaformer.py (644:650)

duplicated block id: 4000
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/starnet.py (218:224)

duplicated block id: 4001
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (167:172)
 - timm/models/visformer.py (23:28)

duplicated block id: 4002
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (186:192)
 - timm/models/vision_transformer_sam.py (199:205)

duplicated block id: 4003
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:360)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4004
size: 6 cleaned lines of code
in 2 files:
 - inference.py (64:69)
 - onnx_validate.py (25:30)

duplicated block id: 4005
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (920:925)
 - timm/models/efficientnet.py (952:957)

duplicated block id: 4006
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/repvit.py (380:386)

duplicated block id: 4007
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (936:944)
 - timm/models/pvt_v2.py (455:463)

duplicated block id: 4008
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (330:336)
 - timm/models/twins.py (381:387)

duplicated block id: 4009
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (844:851)
 - timm/models/vovnet.py (461:468)

duplicated block id: 4010
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (486:492)
 - timm/models/twins.py (472:478)

duplicated block id: 4011
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4012
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (373:379)
 - timm/models/convmixer.py (96:102)

duplicated block id: 4013
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/repvit.py (382:387)

duplicated block id: 4014
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (125:130)
 - timm/models/vision_transformer_relpos.py (160:165)

duplicated block id: 4015
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/starnet.py (218:224)

duplicated block id: 4016
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (659:665)
 - timm/models/starnet.py (136:142)

duplicated block id: 4017
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (443:449)
 - timm/models/fastvit.py (1239:1245)

duplicated block id: 4018
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1678:1684)
 - timm/models/eva.py (1702:1708)

duplicated block id: 4019
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (920:925)
 - timm/models/efficientnet.py (1016:1021)

duplicated block id: 4020
size: 6 cleaned lines of code
in 2 files:
 - timm/data/dataset_factory.py (189:194)
 - timm/data/dataset_factory.py (204:209)

duplicated block id: 4021
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2018:2023)
 - timm/models/byobnet.py (2053:2058)

duplicated block id: 4022
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (561:569)
 - timm/models/pit.py (384:391)

duplicated block id: 4023
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/mvitv2.py (894:900)

duplicated block id: 4024
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (920:925)
 - timm/models/efficientnet.py (984:989)

duplicated block id: 4025
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:521)
 - timm/models/hiera.py (733:739)

duplicated block id: 4026
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (292:297)
 - timm/models/swiftformer.py (305:310)

duplicated block id: 4027
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:136)
 - timm/optim/adan.py (117:123)

duplicated block id: 4028
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (348:353)
 - timm/models/swin_transformer.py (598:604)

duplicated block id: 4029
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (613:619)
 - timm/models/mambaout.py (396:402)

duplicated block id: 4030
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (470:483)
 - timm/models/nfnet.py (523:536)

duplicated block id: 4031
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (493:499)
 - timm/models/swin_transformer_v2.py (926:932)

duplicated block id: 4032
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (348:353)
 - timm/models/fasternet.py (143:148)

duplicated block id: 4033
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (380:386)
 - timm/models/efficientformer.py (422:429)

duplicated block id: 4034
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (709:715)
 - timm/models/tiny_vit.py (601:607)

duplicated block id: 4035
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (328:335)
 - timm/models/tresnet.py (218:225)

duplicated block id: 4036
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (517:522)
 - timm/models/tnt.py (418:423)

duplicated block id: 4037
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (395:401)
 - timm/models/swin_transformer_v2.py (914:920)

duplicated block id: 4038
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (344:351)
 - timm/models/swiftformer.py (471:478)

duplicated block id: 4039
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/rdnet.py (354:360)

duplicated block id: 4040
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/tresnet.py (276:282)

duplicated block id: 4041
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/shvit.py (382:387)

duplicated block id: 4042
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/rexnet.py (395:401)

duplicated block id: 4043
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (870:876)
 - timm/models/vovnet.py (313:319)

duplicated block id: 4044
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (437:443)
 - timm/models/vision_transformer_relpos.py (493:499)

duplicated block id: 4045
size: 6 cleaned lines of code
in 2 files:
 - timm/models/volo.py (1064:1070)
 - timm/models/vovnet.py (313:319)

duplicated block id: 4046
size: 6 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (301:308)
 - timm/models/swiftformer.py (584:591)

duplicated block id: 4047
size: 6 cleaned lines of code
in 2 files:
 - timm/data/naflex_transforms.py (371:376)
 - timm/data/naflex_transforms.py (409:422)

duplicated block id: 4048
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:776)
 - timm/models/hieradet_sam2.py (485:491)

duplicated block id: 4049
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (110:115)
 - timm/models/xception_aligned.py (146:151)

duplicated block id: 4050
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (232:237)
 - timm/models/nest.py (97:102)

duplicated block id: 4051
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (661:666)
 - timm/models/inception_next.py (423:428)

duplicated block id: 4052
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (664:670)
 - timm/models/twins.py (460:466)

duplicated block id: 4053
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (163:169)
 - timm/models/efficientformer_v2.py (266:272)

duplicated block id: 4054
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (704:710)
 - timm/models/fastvit.py (1244:1250)

duplicated block id: 4055
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4056
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (521:527)
 - timm/models/pvt_v2.py (346:352)

duplicated block id: 4057
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (592:597)
 - timm/models/vision_transformer_relpos.py (328:333)

duplicated block id: 4058
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (112:117)
 - timm/models/xcit.py (245:250)

duplicated block id: 4059
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:776)
 - timm/models/hiera.py (733:739)

duplicated block id: 4060
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/regnet.py (757:763)

duplicated block id: 4061
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (249:254)
 - timm/models/volo.py (253:258)

duplicated block id: 4062
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (816:831)
 - timm/models/vision_transformer.py (975:990)

duplicated block id: 4063
size: 6 cleaned lines of code
in 2 files:
 - timm/models/twins.py (44:50)
 - timm/models/twins.py (140:146)

duplicated block id: 4064
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (858:865)
 - timm/models/fastvit.py (180:187)

duplicated block id: 4065
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (328:333)
 - timm/models/vision_transformer_sam.py (460:465)

duplicated block id: 4066
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:399)
 - timm/models/regnet.py (757:763)

duplicated block id: 4067
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:399)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4068
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (135:140)
 - timm/models/volo.py (236:241)

duplicated block id: 4069
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (448:454)
 - timm/models/starnet.py (194:200)

duplicated block id: 4070
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (69:74)
 - timm/optim/adamw.py (71:76)

duplicated block id: 4071
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (415:422)
 - timm/optim/nadamw.py (382:389)

duplicated block id: 4072
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (459:464)
 - timm/models/vision_transformer_relpos.py (230:235)

duplicated block id: 4073
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (346:352)
 - timm/models/xcit.py (406:412)

duplicated block id: 4074
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (626:632)
 - timm/models/twins.py (472:478)

duplicated block id: 4075
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/nest.py (474:480)

duplicated block id: 4076
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (938:945)
 - timm/models/sequencer.py (435:443)

duplicated block id: 4077
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (319:325)
 - timm/models/vision_transformer_sam.py (531:537)

duplicated block id: 4078
size: 6 cleaned lines of code
in 2 files:
 - timm/data/mixup.py (242:247)
 - timm/data/mixup.py (275:280)

duplicated block id: 4079
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (723:729)
 - timm/models/swin_transformer.py (890:896)

duplicated block id: 4080
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/mobilenetv3.py (241:247)

duplicated block id: 4081
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:472)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4082
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:129)
 - timm/optim/kron.py (217:222)

duplicated block id: 4083
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/inception_v4.py (332:338)

duplicated block id: 4084
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (407:414)
 - timm/models/mambaout.py (480:487)

duplicated block id: 4085
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (569:576)
 - timm/models/pnasnet.py (347:354)

duplicated block id: 4086
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (646:651)
 - timm/models/pit.py (307:312)

duplicated block id: 4087
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:434)
 - timm/models/mobilenetv3.py (241:247)

duplicated block id: 4088
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (461:468)
 - timm/models/vision_transformer_sam.py (605:612)

duplicated block id: 4089
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (167:172)
 - timm/models/pvt_v2.py (36:41)

duplicated block id: 4090
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1604:1609)
 - timm/models/maxxvit.py (1643:1648)

duplicated block id: 4091
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (528:533)
 - timm/models/xception_aligned.py (25:30)

duplicated block id: 4092
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (614:620)
 - timm/models/resnet.py (664:670)

duplicated block id: 4093
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (412:418)
 - timm/models/xcit.py (430:436)

duplicated block id: 4094
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (561:569)
 - timm/models/twins.py (510:517)

duplicated block id: 4095
size: 6 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (155:161)
 - timm/models/twins.py (381:387)

duplicated block id: 4096
size: 6 cleaned lines of code
in 2 files:
 - timm/models/res2net.py (123:128)
 - timm/models/resnest.py (129:134)

duplicated block id: 4097
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (501:507)
 - timm/models/xcit.py (557:563)

duplicated block id: 4098
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (615:620)
 - timm/models/fastvit.py (1228:1233)

duplicated block id: 4099
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/hgnet.py (552:558)

duplicated block id: 4100
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (804:809)
 - timm/models/tnt.py (418:423)

duplicated block id: 4101
size: 6 cleaned lines of code
in 2 files:
 - timm/models/deit.py (131:138)
 - timm/models/nest.py (561:569)

duplicated block id: 4102
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (72:77)
 - timm/models/twins.py (81:86)

duplicated block id: 4103
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (4191:4196)
 - timm/models/vision_transformer.py (4247:4252)

duplicated block id: 4104
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/efficientvit_msra.py (523:529)

duplicated block id: 4105
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (18:23)
 - timm/models/efficientformer.py (167:172)

duplicated block id: 4106
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (606:612)
 - timm/models/beit.py (680:686)

duplicated block id: 4107
size: 6 cleaned lines of code
in 2 files:
 - timm/data/readers/reader_tfds.py (281:287)
 - timm/data/readers/reader_wds.py (413:419)

duplicated block id: 4108
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/xcit.py (507:513)

duplicated block id: 4109
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (685:692)
 - timm/models/sknet.py (149:156)

duplicated block id: 4110
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (731:736)
 - timm/models/regnet.py (843:848)

duplicated block id: 4111
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dpn.py (30:38)
 - timm/models/selecsls.py (30:38)

duplicated block id: 4112
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (184:189)
 - timm/models/xcit.py (245:250)

duplicated block id: 4113
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (611:617)
 - timm/models/tiny_vit.py (513:519)

duplicated block id: 4114
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (525:530)
 - timm/models/pit.py (307:312)

duplicated block id: 4115
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (553:570)
 - timm/models/tnt.py (334:340)

duplicated block id: 4116
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (72:77)
 - timm/models/twins.py (178:183)

duplicated block id: 4117
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:136)
 - timm/optim/kron.py (217:222)

duplicated block id: 4118
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/resnet.py (664:670)

duplicated block id: 4119
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (355:360)
 - timm/models/xcit.py (289:294)

duplicated block id: 4120
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (713:718)
 - timm/models/naflexvit.py (1195:1200)

duplicated block id: 4121
size: 6 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (380:386)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4122
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (418:423)
 - timm/models/tresnet.py (278:283)

duplicated block id: 4123
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (494:499)
 - timm/models/mambaout.py (275:280)

duplicated block id: 4124
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:545)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4125
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (775:782)
 - timm/models/vision_transformer_sam.py (605:612)

duplicated block id: 4126
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (188:193)
 - timm/models/vision_transformer_relpos.py (160:165)

duplicated block id: 4127
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (527:533)
 - timm/models/vision_transformer_relpos.py (90:96)

duplicated block id: 4128
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/kron.py (217:222)
 - timm/optim/lars.py (75:85)

duplicated block id: 4129
size: 6 cleaned lines of code
in 2 files:
 - timm/models/visformer.py (432:438)
 - timm/models/xcit.py (557:563)

duplicated block id: 4130
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/repghost.py (349:355)

duplicated block id: 4131
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/attention_pool2d.py (54:59)
 - timm/layers/attention_pool2d.py (180:185)

duplicated block id: 4132
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (406:413)
 - timm/models/selecsls.py (153:160)

duplicated block id: 4133
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (422:427)
 - timm/models/vision_transformer.py (479:484)

duplicated block id: 4134
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/davit.py (691:697)

duplicated block id: 4135
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:776)
 - timm/models/mobilenetv5.py (323:329)

duplicated block id: 4136
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (380:386)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4137
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilevit.py (193:199)
 - timm/models/mobilevit.py (475:481)

duplicated block id: 4138
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 4139
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4140
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (983:989)
 - timm/models/hgnet.py (572:578)

duplicated block id: 4141
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/swin_transformer_v2.py (914:920)

duplicated block id: 4142
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1298:1303)
 - timm/models/pit.py (307:312)

duplicated block id: 4143
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/mambaout.py (466:472)

duplicated block id: 4144
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (86:91)
 - timm/models/xception_aligned.py (281:286)

duplicated block id: 4145
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (373:379)
 - timm/models/twins.py (496:502)

duplicated block id: 4146
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (352:360)
 - timm/models/tiny_vit.py (609:617)

duplicated block id: 4147
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (280:287)
 - timm/models/tresnet.py (218:225)

duplicated block id: 4148
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/swiftformer.py (481:487)

duplicated block id: 4149
size: 6 cleaned lines of code
in 2 files:
 - timm/data/mixup.py (242:247)
 - timm/data/mixup.py (309:314)

duplicated block id: 4150
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (248:253)
 - timm/models/levit.py (377:382)

duplicated block id: 4151
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1413:1420)
 - timm/models/regnet.py (694:708)

duplicated block id: 4152
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/fasternet.py (335:341)

duplicated block id: 4153
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/efficientvit_mit.py (959:965)

duplicated block id: 4154
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (550:557)
 - timm/models/rdnet.py (421:428)

duplicated block id: 4155
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vovnet.py (333:339)
 - timm/models/xception_aligned.py (290:296)

duplicated block id: 4156
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1302)
 - timm/models/mobilenetv3.py (241:247)

duplicated block id: 4157
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:360)
 - timm/models/resnet.py (664:670)

duplicated block id: 4158
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:965)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4159
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1302)
 - timm/models/rexnet.py (395:401)

duplicated block id: 4160
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (493:499)
 - timm/models/xcit.py (557:563)

duplicated block id: 4161
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/xcit.py (507:513)

duplicated block id: 4162
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (236:242)
 - timm/models/tnt.py (244:249)

duplicated block id: 4163
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (262:267)
 - timm/models/efficientformer_v2.py (503:508)

duplicated block id: 4164
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (425:430)
 - timm/models/xcit.py (476:481)

duplicated block id: 4165
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (319:324)
 - timm/layers/norm_act.py (329:334)

duplicated block id: 4166
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/resnetv2.py (711:717)

duplicated block id: 4167
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (740:745)
 - timm/models/tnt.py (383:389)

duplicated block id: 4168
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (730:738)
 - timm/models/nest.py (561:569)

duplicated block id: 4169
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (280:287)
 - timm/models/repvit.py (317:324)

duplicated block id: 4170
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (454:460)
 - timm/models/twins.py (496:502)

duplicated block id: 4171
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (317:322)
 - timm/models/regnet.py (416:421)

duplicated block id: 4172
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (176:181)
 - timm/optim/adamw.py (237:242)

duplicated block id: 4173
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (586:591)
 - timm/models/efficientformer_v2.py (722:727)

duplicated block id: 4174
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (437:443)
 - timm/models/nest.py (501:507)

duplicated block id: 4175
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (330:347)
 - timm/models/vgg.py (194:211)

duplicated block id: 4176
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:71)
 - timm/optim/lamb.py (147:157)

duplicated block id: 4177
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (346:352)
 - timm/models/starnet.py (155:161)

duplicated block id: 4178
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1225:1231)
 - timm/models/nfnet.py (437:443)

duplicated block id: 4179
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:808)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4180
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (704:710)
 - timm/models/mambaout.py (413:419)

duplicated block id: 4181
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (4120:4125)
 - timm/models/vision_transformer.py (4177:4182)

duplicated block id: 4182
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/twins.py (460:466)

duplicated block id: 4183
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1285:1291)
 - timm/models/inception_v4.py (324:330)

duplicated block id: 4184
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (223:228)
 - timm/models/vision_transformer_relpos.py (190:195)

duplicated block id: 4185
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (117:123)
 - timm/optim/lars.py (75:85)

duplicated block id: 4186
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/mobilenetv3.py (241:247)

duplicated block id: 4187
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (772:777)
 - timm/models/efficientnet.py (875:880)

duplicated block id: 4188
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (371:376)
 - timm/models/eva.py (740:745)

duplicated block id: 4189
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dla.py (392:399)
 - timm/models/sknet.py (149:156)

duplicated block id: 4190
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1549:1563)
 - timm/models/regnet.py (781:795)

duplicated block id: 4191
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (541:547)
 - timm/models/repvit.py (398:404)

duplicated block id: 4192
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (596:601)
 - timm/models/tresnet.py (265:270)

duplicated block id: 4193
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (355:360)
 - timm/models/_efficientnet_blocks.py (382:387)

duplicated block id: 4194
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:338)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 4195
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/regnet.py (757:763)

duplicated block id: 4196
size: 6 cleaned lines of code
in 2 files:
 - timm/models/deit.py (136:141)
 - timm/models/hiera.py (814:819)

duplicated block id: 4197
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4198
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (443:449)
 - timm/models/mambaout.py (408:414)

duplicated block id: 4199
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/tresnet.py (278:283)

duplicated block id: 4200
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/nest.py (474:480)

duplicated block id: 4201
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_hybrid.py (138:143)
 - timm/models/vision_transformer_sam.py (704:709)

duplicated block id: 4202
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/regnet.py (757:763)

duplicated block id: 4203
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (163:168)
 - timm/models/xcit.py (154:159)

duplicated block id: 4204
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (346:352)
 - timm/models/xcit.py (430:436)

duplicated block id: 4205
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (613:619)
 - timm/models/nextvit.py (537:543)

duplicated block id: 4206
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (616:621)
 - timm/models/tnt.py (418:423)

duplicated block id: 4207
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/efficientvit_msra.py (523:529)

duplicated block id: 4208
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (242:247)
 - timm/models/visformer.py (162:167)

duplicated block id: 4209
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/vision_transformer_relpos.py (456:462)

duplicated block id: 4210
size: 6 cleaned lines of code
in 2 files:
 - timm/models/senet.py (273:278)
 - timm/models/senet.py (284:289)

duplicated block id: 4211
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/efficientvit_mit.py (802:808)

duplicated block id: 4212
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/swin_transformer_v2_cr.py (866:872)

duplicated block id: 4213
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/rexnet.py (395:401)

duplicated block id: 4214
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (414:420)
 - timm/models/vovnet.py (333:339)

duplicated block id: 4215
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (459:464)
 - timm/models/vision_transformer_sam.py (704:709)

duplicated block id: 4216
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (409:415)
 - timm/models/fasternet.py (279:285)

duplicated block id: 4217
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (182:187)
 - timm/models/volo.py (253:258)

duplicated block id: 4218
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/regnet.py (757:763)

duplicated block id: 4219
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4220
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (74:79)
 - timm/models/vision_transformer_relpos.py (160:165)

duplicated block id: 4221
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (360:367)
 - timm/models/vision_transformer.py (810:817)

duplicated block id: 4222
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (936:944)
 - timm/models/xcit.py (558:566)

duplicated block id: 4223
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (147:157)
 - timm/optim/mars.py (141:152)

duplicated block id: 4224
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (143:148)
 - timm/models/mambaout.py (275:280)

duplicated block id: 4225
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/fast_norm.py (112:117)
 - timm/layers/fast_norm.py (211:216)

duplicated block id: 4226
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (690:696)
 - timm/models/tnt.py (428:434)

duplicated block id: 4227
size: 6 cleaned lines of code
in 2 files:
 - timm/models/senet.py (273:278)
 - timm/models/senet.py (295:300)

duplicated block id: 4228
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (458:463)
 - timm/models/sequencer.py (38:43)

duplicated block id: 4229
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (501:507)
 - timm/models/tnt.py (455:461)

duplicated block id: 4230
size: 6 cleaned lines of code
in 2 files:
 - timm/models/focalnet.py (275:280)
 - timm/models/hieradet_sam2.py (509:514)

duplicated block id: 4231
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4232
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/eva.py (770:776)

duplicated block id: 4233
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (494:499)
 - timm/models/inception_next.py (227:232)

duplicated block id: 4234
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (330:335)
 - timm/models/swin_transformer.py (713:718)

duplicated block id: 4235
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (412:418)
 - timm/models/tnt.py (334:340)

duplicated block id: 4236
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:558)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 4237
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:965)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4238
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (784:791)
 - timm/models/swiftformer.py (460:466)

duplicated block id: 4239
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (463:470)
 - timm/models/sequencer.py (469:476)

duplicated block id: 4240
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dpn.py (30:38)
 - timm/models/dpn.py (106:114)

duplicated block id: 4241
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/nest.py (474:480)

duplicated block id: 4242
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (553:570)
 - timm/models/starnet.py (155:161)

duplicated block id: 4243
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/gcvit.py (539:545)

duplicated block id: 4244
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (412:418)
 - timm/models/starnet.py (155:161)

duplicated block id: 4245
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1302)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4246
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/resnetv2.py (711:717)

duplicated block id: 4247
size: 6 cleaned lines of code
in 2 files:
 - train.py (1199:1204)
 - train.py (1205:1210)

duplicated block id: 4248
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (218:224)
 - timm/models/fastvit.py (527:533)

duplicated block id: 4249
size: 6 cleaned lines of code
in 2 files:
 - timm/models/deit.py (131:138)
 - timm/models/metaformer.py (730:738)

duplicated block id: 4250
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (262:267)
 - timm/models/inception_next.py (227:232)

duplicated block id: 4251
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (943:949)
 - timm/models/levit.py (669:674)

duplicated block id: 4252
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (847:864)
 - timm/models/vgg.py (194:211)

duplicated block id: 4253
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:338)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4254
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (373:379)
 - timm/models/vision_transformer_relpos.py (493:499)

duplicated block id: 4255
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (301:307)
 - timm/models/efficientformer.py (242:248)

duplicated block id: 4256
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 4257
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (555:561)
 - timm/models/xception_aligned.py (273:279)

duplicated block id: 4258
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (227:232)
 - timm/models/swiftformer.py (305:310)

duplicated block id: 4259
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (340:347)
 - timm/models/inception_v4.py (275:282)

duplicated block id: 4260
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (117:123)
 - timm/optim/kron.py (217:222)

duplicated block id: 4261
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (463:470)
 - timm/models/nest.py (561:569)

duplicated block id: 4262
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:472)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4263
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (232:237)
 - timm/models/xcit.py (154:159)

duplicated block id: 4264
size: 6 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (230:236)
 - timm/models/swin_transformer.py (890:896)

duplicated block id: 4265
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (395:401)
 - timm/models/vision_transformer_relpos.py (456:462)

duplicated block id: 4266
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (494:499)
 - timm/models/swin_transformer.py (598:604)

duplicated block id: 4267
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (279:285)
 - timm/models/vovnet.py (255:261)

duplicated block id: 4268
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (600:605)
 - timm/models/repghost.py (221:226)

duplicated block id: 4269
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (437:443)
 - timm/models/pvt_v2.py (454:460)

duplicated block id: 4270
size: 6 cleaned lines of code
in 2 files:
 - timm/models/visformer.py (380:387)
 - timm/models/xception_aligned.py (267:274)

duplicated block id: 4271
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vovnet.py (370:376)
 - timm/models/vovnet.py (381:386)

duplicated block id: 4272
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adafactor.py (127:136)
 - timm/optim/lamb.py (147:157)

duplicated block id: 4273
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dla.py (396:401)
 - timm/models/res2net.py (123:128)

duplicated block id: 4274
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:360)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4275
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/nadamw.py (136:141)
 - timm/optim/nadamw.py (195:200)

duplicated block id: 4276
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (262:267)
 - timm/models/hgnet.py (346:351)

duplicated block id: 4277
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (680:685)
 - timm/models/pit.py (307:312)

duplicated block id: 4278
size: 6 cleaned lines of code
in 2 files:
 - timm/data/readers/reader_hfids.py (189:194)
 - timm/data/readers/reader_tfds.py (310:318)

duplicated block id: 4279
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1409:1414)
 - timm/models/rdnet.py (266:271)

duplicated block id: 4280
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (585:590)
 - timm/models/tnt.py (418:423)

duplicated block id: 4281
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (330:336)
 - timm/models/convmixer.py (76:82)

duplicated block id: 4282
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (263:269)
 - timm/models/starnet.py (136:142)

duplicated block id: 4283
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (690:696)
 - timm/models/nest.py (486:492)

duplicated block id: 4284
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1709:1714)
 - timm/models/maxxvit.py (1784:1789)

duplicated block id: 4285
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:338)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4286
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:684)
 - timm/models/efficientnet.py (277:283)

duplicated block id: 4287
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1299:1318)
 - timm/models/nfnet.py (391:408)

duplicated block id: 4288
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (696:709)
 - timm/models/volo.py (875:892)

duplicated block id: 4289
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (117:123)
 - timm/optim/lamb.py (147:157)

duplicated block id: 4290
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1490:1496)
 - timm/models/swiftformer.py (497:503)

duplicated block id: 4291
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (984:989)
 - timm/models/efficientnet.py (1301:1306)

duplicated block id: 4292
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (203:208)
 - timm/models/eva.py (415:420)

duplicated block id: 4293
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/filter_response_norm.py (36:41)
 - timm/layers/filter_response_norm.py (62:67)

duplicated block id: 4294
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/swiftformer.py (481:487)

duplicated block id: 4295
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (317:322)
 - timm/models/xception_aligned.py (146:151)

duplicated block id: 4296
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (527:533)
 - timm/models/twins.py (472:478)

duplicated block id: 4297
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (340:347)
 - timm/models/selecsls.py (153:160)

duplicated block id: 4298
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (486:492)
 - timm/models/nextvit.py (626:632)

duplicated block id: 4299
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (507:513)
 - timm/models/starnet.py (195:201)

duplicated block id: 4300
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/efficientformer_v2.py (678:684)

duplicated block id: 4301
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (157:162)
 - timm/models/pvt_v2.py (36:41)

duplicated block id: 4302
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:776)
 - timm/models/regnet.py (757:763)

duplicated block id: 4303
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:129)
 - timm/optim/lamb.py (147:157)

duplicated block id: 4304
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (405:411)
 - timm/models/swin_transformer_v2_cr.py (800:806)

duplicated block id: 4305
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:900)
 - timm/models/resnet.py (664:670)

duplicated block id: 4306
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (653:665)
 - timm/models/mlp_mixer.py (355:368)

duplicated block id: 4307
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4308
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1298:1303)
 - timm/models/tnt.py (418:423)

duplicated block id: 4309
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (443:450)
 - timm/models/swiftformer.py (584:591)

duplicated block id: 4310
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (363:369)
 - timm/models/swiftformer.py (460:466)

duplicated block id: 4311
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (4219:4224)
 - timm/models/vision_transformer.py (4275:4280)

duplicated block id: 4312
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:684)
 - timm/models/rexnet.py (395:401)

duplicated block id: 4313
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (369:374)
 - timm/models/vision_transformer_relpos.py (223:228)

duplicated block id: 4314
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:434)
 - timm/models/rdnet.py (354:360)

duplicated block id: 4315
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/twins.py (462:467)

duplicated block id: 4316
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:406)
 - timm/models/convnext.py (533:539)

duplicated block id: 4317
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (110:115)
 - timm/models/xception_aligned.py (97:102)

duplicated block id: 4318
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (301:307)
 - timm/models/focalnet.py (106:112)

duplicated block id: 4319
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnest.py (24:29)
 - timm/models/tresnet.py (27:32)

duplicated block id: 4320
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/tnt.py (418:423)

duplicated block id: 4321
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/swin_transformer_v2.py (914:920)

duplicated block id: 4322
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/pos_embed_sincos.py (88:93)
 - timm/layers/pos_embed_sincos.py (240:245)

duplicated block id: 4323
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (4120:4125)
 - timm/models/vision_transformer.py (4233:4238)

duplicated block id: 4324
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (395:401)
 - timm/models/twins.py (460:466)

duplicated block id: 4325
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:529)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4326
size: 6 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (153:160)
 - timm/models/vision_transformer_sam.py (533:540)

duplicated block id: 4327
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (237:242)
 - timm/models/swin_transformer.py (498:503)

duplicated block id: 4328
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/fast_norm.py (135:140)
 - timm/layers/fast_norm.py (181:186)

duplicated block id: 4329
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (347:352)
 - timm/models/xception_aligned.py (146:151)

duplicated block id: 4330
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:746)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 4331
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/repghost.py (349:355)

duplicated block id: 4332
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/fast_norm.py (135:140)
 - timm/layers/fast_norm.py (233:238)

duplicated block id: 4333
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (443:449)
 - timm/models/hgnet.py (499:505)

duplicated block id: 4334
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (1306:1313)
 - timm/models/gcvit.py (575:582)

duplicated block id: 4335
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (443:450)
 - timm/models/starnet.py (301:308)

duplicated block id: 4336
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (412:418)
 - timm/models/vision_transformer_relpos.py (379:385)

duplicated block id: 4337
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/efficientnet.py (277:283)

duplicated block id: 4338
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (330:336)
 - timm/models/xcit.py (430:436)

duplicated block id: 4339
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (359:364)
 - timm/layers/norm_act.py (516:521)

duplicated block id: 4340
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (547:552)
 - timm/models/vision_transformer_sam.py (704:709)

duplicated block id: 4341
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (468:473)
 - timm/models/pit.py (307:312)

duplicated block id: 4342
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (538:551)
 - timm/models/starnet.py (236:241)

duplicated block id: 4343
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (717:723)
 - timm/models/hgnet.py (572:578)

duplicated block id: 4344
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (131:141)
 - timm/optim/nadamw.py (118:128)

duplicated block id: 4345
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (359:364)
 - timm/layers/norm_act.py (483:488)

duplicated block id: 4346
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/kron.py (217:222)
 - timm/optim/mars.py (141:152)

duplicated block id: 4347
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (359:364)
 - timm/layers/norm_act.py (448:453)

duplicated block id: 4348
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:521)
 - timm/models/hieradet_sam2.py (485:491)

duplicated block id: 4349
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (455:461)
 - timm/models/vision_transformer_relpos.py (493:499)

duplicated block id: 4350
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (244:249)
 - timm/models/eva.py (211:216)

duplicated block id: 4351
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1613:1618)
 - timm/models/fastvit.py (1628:1633)

duplicated block id: 4352
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/nest.py (474:480)

duplicated block id: 4353
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (162:167)
 - timm/models/vision_transformer_relpos.py (160:165)

duplicated block id: 4354
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:399)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4355
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:695)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4356
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (527:533)
 - timm/models/metaformer.py (206:212)

duplicated block id: 4357
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (487:494)
 - timm/models/rdnet.py (295:302)

duplicated block id: 4358
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (484:490)
 - timm/models/efficientformer.py (529:535)

duplicated block id: 4359
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (188:193)
 - timm/models/vision_transformer_relpos.py (112:117)

duplicated block id: 4360
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (183:188)
 - timm/models/hieradet_sam2.py (248:253)

duplicated block id: 4361
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 4362
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (943:949)
 - timm/models/nextvit.py (591:597)

duplicated block id: 4363
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/tiny_vit.py (583:589)

duplicated block id: 4364
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_sam.py (605:612)
 - timm/models/xcit.py (512:519)

duplicated block id: 4365
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (396:401)
 - timm/models/mvitv2.py (105:110)

duplicated block id: 4366
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:684)
 - timm/models/hieradet_sam2.py (485:491)

duplicated block id: 4367
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:808)
 - timm/models/regnet.py (757:763)

duplicated block id: 4368
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (28:33)
 - timm/layers/mlp.py (122:127)

duplicated block id: 4369
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (499:505)
 - timm/models/shvit.py (324:330)

duplicated block id: 4370
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:406)
 - timm/models/rexnet.py (395:401)

duplicated block id: 4371
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:406)
 - timm/models/mobilenetv5.py (323:329)

duplicated block id: 4372
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (925:932)
 - timm/models/mobilenetv3.py (965:972)

duplicated block id: 4373
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (175:180)
 - timm/models/crossvit.py (163:168)

duplicated block id: 4374
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (742:747)
 - timm/models/tnt.py (418:423)

duplicated block id: 4375
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/regnet.py (757:763)

duplicated block id: 4376
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (664:670)
 - timm/models/swin_transformer_v2.py (914:920)

duplicated block id: 4377
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (430:436)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4378
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (683:688)
 - timm/models/efficientvit_mit.py (836:841)

duplicated block id: 4379
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (276:282)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4380
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (70:77)
 - timm/models/repghost.py (280:287)

duplicated block id: 4381
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/resnetv2.py (711:717)

duplicated block id: 4382
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/efficientvit_mit.py (959:965)

duplicated block id: 4383
size: 6 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1525:1533)
 - timm/models/vision_transformer.py (1458:1465)

duplicated block id: 4384
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (613:619)
 - timm/models/inception_next.py (324:330)

duplicated block id: 4385
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (870:876)
 - timm/models/tiny_vit.py (583:589)

duplicated block id: 4386
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (406:412)
 - timm/models/swin_transformer_v2_cr.py (800:806)

duplicated block id: 4387
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (72:77)
 - timm/models/resnetv2.py (359:364)

duplicated block id: 4388
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (463:468)
 - timm/models/xception_aligned.py (63:68)

duplicated block id: 4389
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:360)
 - timm/models/rexnet.py (395:401)

duplicated block id: 4390
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (982:987)
 - timm/models/vision_transformer.py (1184:1189)

duplicated block id: 4391
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:529)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4392
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (422:429)
 - timm/models/pvt_v2.py (346:352)

duplicated block id: 4393
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/hieradet_sam2.py (485:491)

duplicated block id: 4394
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (154:159)
 - timm/models/byobnet.py (1797:1802)

duplicated block id: 4395
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (359:364)
 - timm/layers/norm_act.py (392:397)

duplicated block id: 4396
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (521:529)
 - timm/models/tnt.py (459:466)

duplicated block id: 4397
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dla.py (40:47)
 - timm/models/senet.py (62:69)

duplicated block id: 4398
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (437:443)
 - timm/models/maxxvit.py (1404:1410)

duplicated block id: 4399
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (70:77)
 - timm/models/efficientvit_mit.py (901:908)

duplicated block id: 4400
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1302)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4401
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (96:102)
 - timm/models/visformer.py (432:438)

duplicated block id: 4402
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (708:722)
 - timm/models/mlp_mixer.py (476:483)

duplicated block id: 4403
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (977:983)
 - timm/models/tiny_vit.py (601:607)

duplicated block id: 4404
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (448:454)
 - timm/models/swin_transformer_v2.py (926:932)

duplicated block id: 4405
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (167:173)
 - timm/models/tiny_vit.py (167:173)

duplicated block id: 4406
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (448:454)
 - timm/models/swin_transformer.py (890:896)

duplicated block id: 4407
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1556:1561)
 - timm/models/maxxvit.py (1643:1648)

duplicated block id: 4408
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (730:738)
 - timm/models/twins.py (510:517)

duplicated block id: 4409
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (470:483)
 - timm/models/vgg.py (194:211)

duplicated block id: 4410
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/mobilenetv5.py (323:329)

duplicated block id: 4411
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (402:407)
 - timm/models/pit.py (307:312)

duplicated block id: 4412
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (992:997)
 - timm/models/tiny_vit.py (632:637)

duplicated block id: 4413
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (167:172)
 - timm/layers/mlp.py (245:250)

duplicated block id: 4414
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:341)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4415
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (711:717)
 - timm/models/rexnet.py (395:401)

duplicated block id: 4416
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (463:470)
 - timm/models/resnetv2.py (701:708)

duplicated block id: 4417
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (359:364)
 - timm/layers/norm_act.py (420:425)

duplicated block id: 4418
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (713:718)
 - timm/models/tnt.py (418:423)

duplicated block id: 4419
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (147:157)
 - timm/optim/sgdp.py (44:49)

duplicated block id: 4420
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (626:631)
 - timm/models/mobilenetv5.py (632:637)

duplicated block id: 4421
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/pvt_v2.py (430:436)

duplicated block id: 4422
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (572:578)
 - timm/models/inception_next.py (414:420)

duplicated block id: 4423
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (681:688)
 - timm/models/starnet.py (208:215)

duplicated block id: 4424
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/attention.py (200:205)
 - timm/models/swin_transformer.py (201:206)

duplicated block id: 4425
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (448:453)
 - timm/models/fastvit.py (457:462)

duplicated block id: 4426
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (1184:1189)
 - timm/models/vision_transformer.py (1446:1451)

duplicated block id: 4427
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (184:189)
 - timm/models/vision_transformer_relpos.py (112:117)

duplicated block id: 4428
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (772:777)
 - timm/models/pit.py (307:312)

duplicated block id: 4429
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (124:129)
 - timm/optim/adan.py (117:123)

duplicated block id: 4430
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (276:282)
 - timm/models/pvt_v2.py (372:378)

duplicated block id: 4431
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:529)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4432
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/mobilenetv3.py (241:247)

duplicated block id: 4433
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (279:285)
 - timm/models/mambaout.py (408:414)

duplicated block id: 4434
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (706:734)
 - timm/models/efficientnet.py (787:796)

duplicated block id: 4435
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (373:379)
 - timm/models/nest.py (501:507)

duplicated block id: 4436
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/efficientvit_mit.py (802:808)

duplicated block id: 4437
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (834:841)
 - timm/models/sequencer.py (470:477)

duplicated block id: 4438
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (103:108)
 - timm/models/pvt_v2.py (163:168)

duplicated block id: 4439
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (306:313)
 - timm/models/ghostnet.py (754:760)

duplicated block id: 4440
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/mvitv2.py (894:900)

duplicated block id: 4441
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (135:140)
 - timm/optim/laprop.py (79:84)

duplicated block id: 4442
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (635:640)
 - timm/models/repghost.py (249:254)

duplicated block id: 4443
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (395:400)
 - timm/models/pit.py (307:312)

duplicated block id: 4444
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (157:162)
 - timm/models/efficientformer_v2.py (333:338)

duplicated block id: 4445
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:472)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 4446
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (380:386)
 - timm/models/pvt_v2.py (346:352)

duplicated block id: 4447
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (72:77)
 - timm/models/nfnet.py (130:135)

duplicated block id: 4448
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (70:77)
 - timm/models/efficientvit_mit.py (744:751)

duplicated block id: 4449
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (406:413)
 - timm/models/inception_v4.py (275:282)

duplicated block id: 4450
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:684)
 - timm/models/hiera.py (733:739)

duplicated block id: 4451
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (212:217)
 - timm/layers/evo_norm.py (267:272)

duplicated block id: 4452
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (248:253)
 - timm/models/xception_aligned.py (146:151)

duplicated block id: 4453
size: 6 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (487:492)
 - timm/models/naflexvit.py (629:635)

duplicated block id: 4454
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (248:253)
 - timm/models/resnetv2.py (317:322)

duplicated block id: 4455
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (174:179)
 - timm/models/swin_transformer.py (201:206)

duplicated block id: 4456
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:360)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4457
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4458
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/swin_transformer_v2.py (914:920)

duplicated block id: 4459
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (434:440)
 - timm/models/byobnet.py (502:508)

duplicated block id: 4460
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (690:696)
 - timm/models/mvitv2.py (907:913)

duplicated block id: 4461
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/mvitv2.py (894:900)

duplicated block id: 4462
size: 6 cleaned lines of code
in 2 files:
 - timm/models/visformer.py (261:266)
 - timm/models/visformer.py (295:300)

duplicated block id: 4463
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4464
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/kron.py (217:222)
 - timm/optim/sgdp.py (44:49)

duplicated block id: 4465
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (143:148)
 - timm/optim/lion.py (227:232)

duplicated block id: 4466
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:480)
 - timm/models/regnet.py (757:763)

duplicated block id: 4467
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/starnet.py (218:224)

duplicated block id: 4468
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dla.py (40:47)
 - timm/models/senet.py (164:171)

duplicated block id: 4469
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/xcit.py (507:513)

duplicated block id: 4470
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (223:229)
 - timm/models/mobilenetv5.py (304:310)

duplicated block id: 4471
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vovnet.py (391:396)
 - timm/models/vovnet.py (401:407)

duplicated block id: 4472
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4473
size: 6 cleaned lines of code
in 2 files:
 - timm/models/visformer.py (261:266)
 - timm/models/visformer.py (329:334)

duplicated block id: 4474
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (613:618)
 - timm/models/xcit.py (476:481)

duplicated block id: 4475
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (92:97)
 - timm/models/vision_transformer_relpos.py (160:165)

duplicated block id: 4476
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (606:612)
 - timm/models/pvt_v2.py (372:378)

duplicated block id: 4477
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (143:148)
 - timm/optim/lion.py (186:191)

duplicated block id: 4478
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (193:198)
 - timm/models/pvt_v2.py (157:162)

duplicated block id: 4479
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (267:272)
 - timm/models/swin_transformer_v2.py (273:278)

duplicated block id: 4480
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (135:140)
 - timm/models/twins.py (81:86)

duplicated block id: 4481
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (347:352)
 - timm/models/xception_aligned.py (97:102)

duplicated block id: 4482
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:695)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4483
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (422:429)
 - timm/models/tnt.py (304:310)

duplicated block id: 4484
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (289:294)
 - timm/models/volo.py (405:410)

duplicated block id: 4485
size: 6 cleaned lines of code
in 2 files:
 - timm/models/volo.py (193:207)
 - timm/models/volo.py (307:322)

duplicated block id: 4486
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (387:392)
 - timm/models/xception_aligned.py (25:30)

duplicated block id: 4487
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (74:79)
 - timm/models/vision_transformer_relpos.py (112:117)

duplicated block id: 4488
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (541:546)
 - timm/models/pit.py (307:312)

duplicated block id: 4489
size: 6 cleaned lines of code
in 2 files:
 - timm/models/senet.py (330:337)
 - timm/models/twins.py (375:382)

duplicated block id: 4490
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (740:745)
 - timm/models/hiera.py (717:722)

duplicated block id: 4491
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (112:117)
 - timm/models/xcit.py (149:154)

duplicated block id: 4492
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (253:258)
 - timm/models/vision_transformer.py (354:359)

duplicated block id: 4493
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (408:415)
 - timm/models/byobnet.py (482:489)

duplicated block id: 4494
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (135:140)
 - timm/optim/rmsprop_tf.py (111:116)

duplicated block id: 4495
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (1102:1107)
 - timm/models/efficientvit_mit.py (1114:1119)

duplicated block id: 4496
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (2035:2040)
 - timm/models/byobnet.py (2053:2058)

duplicated block id: 4497
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (437:443)
 - timm/models/tnt.py (455:461)

duplicated block id: 4498
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1895:1900)
 - timm/models/byobnet.py (2161:2166)

duplicated block id: 4499
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (547:552)
 - timm/models/vision_transformer_hybrid.py (138:143)

duplicated block id: 4500
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1415:1421)
 - timm/models/nfnet.py (523:536)

duplicated block id: 4501
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (527:533)
 - timm/models/mvitv2.py (907:913)

duplicated block id: 4502
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (87:92)
 - timm/models/fastvit.py (316:321)

duplicated block id: 4503
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (804:809)
 - timm/models/pit.py (307:312)

duplicated block id: 4504
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (96:102)
 - timm/models/vision_transformer_relpos.py (493:499)

duplicated block id: 4505
size: 6 cleaned lines of code
in 2 files:
 - timm/models/twins.py (218:223)
 - timm/models/vision_transformer_relpos.py (190:195)

duplicated block id: 4506
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/efficientvit_mit.py (959:965)

duplicated block id: 4507
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (614:620)
 - timm/models/regnet.py (757:763)

duplicated block id: 4508
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (458:463)
 - timm/models/mlp_mixer.py (507:512)

duplicated block id: 4509
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (547:552)
 - timm/models/vitamin.py (291:296)

duplicated block id: 4510
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (356:361)
 - timm/models/tnt.py (418:423)

duplicated block id: 4511
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (236:241)
 - timm/models/pvt_v2.py (36:41)

duplicated block id: 4512
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (559:566)
 - timm/models/efficientvit_mit.py (622:629)

duplicated block id: 4513
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (125:130)
 - timm/models/davit.py (184:189)

duplicated block id: 4514
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (119:125)
 - timm/optim/lion.py (70:76)

duplicated block id: 4515
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4516
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/rdnet.py (354:360)

duplicated block id: 4517
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (287:292)
 - timm/models/swin_transformer_v2.py (293:298)

duplicated block id: 4518
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/levit.py (689:695)

duplicated block id: 4519
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (525:531)
 - timm/models/starnet.py (194:200)

duplicated block id: 4520
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilevit.py (112:117)
 - timm/models/mobilevit.py (128:133)

duplicated block id: 4521
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1409:1414)
 - timm/models/davit.py (592:597)

duplicated block id: 4522
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (626:632)
 - timm/models/pit.py (317:323)

duplicated block id: 4523
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (373:379)
 - timm/models/tnt.py (455:461)

duplicated block id: 4524
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (130:135)
 - timm/models/tiny_vit.py (169:174)

duplicated block id: 4525
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (188:193)
 - timm/models/davit.py (184:189)

duplicated block id: 4526
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (117:123)
 - timm/optim/laprop.py (66:77)

duplicated block id: 4527
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (275:280)
 - timm/models/swiftformer.py (305:310)

duplicated block id: 4528
size: 6 cleaned lines of code
in 2 files:
 - timm/data/naflex_loader.py (309:314)
 - timm/data/transforms_factory.py (501:506)

duplicated block id: 4529
size: 6 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1646:1651)
 - timm/models/naflexvit.py (1685:1690)

duplicated block id: 4530
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (214:229)
 - timm/models/maxxvit.py (519:526)

duplicated block id: 4531
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:521)
 - timm/models/mobilenetv3.py (241:247)

duplicated block id: 4532
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/shvit.py (380:386)

duplicated block id: 4533
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:558)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4534
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (317:324)
 - timm/models/tresnet.py (218:225)

duplicated block id: 4535
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (351:356)
 - timm/models/mobilenetv3.py (335:340)

duplicated block id: 4536
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (580:588)
 - timm/models/swiftformer.py (584:591)

duplicated block id: 4537
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/swin_transformer_v2.py (914:920)

duplicated block id: 4538
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (830:844)
 - timm/models/mlp_mixer.py (476:483)

duplicated block id: 4539
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (344:356)
 - timm/models/mobilenetv3.py (160:168)

duplicated block id: 4540
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (483:490)
 - timm/models/swin_transformer_v2_cr.py (446:461)

duplicated block id: 4541
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (459:464)
 - timm/models/vision_transformer_hybrid.py (138:143)

duplicated block id: 4542
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (554:559)
 - timm/models/pit.py (307:312)

duplicated block id: 4543
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (704:710)
 - timm/models/rdnet.py (297:303)

duplicated block id: 4544
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dla.py (38:44)
 - timm/models/dla.py (129:135)

duplicated block id: 4545
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (494:499)
 - timm/models/edgenext.py (292:297)

duplicated block id: 4546
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (1102:1107)
 - timm/models/efficientvit_msra.py (637:642)

duplicated block id: 4547
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/inception_next.py (393:399)

duplicated block id: 4548
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/efficientvit_mit.py (802:808)

duplicated block id: 4549
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 4550
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/mvitv2.py (894:900)

duplicated block id: 4551
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (810:817)
 - timm/models/vision_transformer_relpos.py (413:420)

duplicated block id: 4552
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (328:333)
 - timm/models/xception_aligned.py (25:30)

duplicated block id: 4553
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nfnet.py (486:491)
 - timm/models/rdnet.py (266:271)

duplicated block id: 4554
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/swin_transformer_v2_cr.py (866:872)

duplicated block id: 4555
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (483:488)
 - timm/models/tnt.py (418:423)

duplicated block id: 4556
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/vision_transformer_relpos.py (456:462)

duplicated block id: 4557
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/swiftformer.py (481:487)

duplicated block id: 4558
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (739:744)
 - timm/models/vision_transformer.py (820:826)

duplicated block id: 4559
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (691:696)
 - timm/models/tnt.py (418:423)

duplicated block id: 4560
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (607:613)
 - timm/models/tnt.py (304:310)

duplicated block id: 4561
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (907:913)
 - timm/models/pit.py (317:323)

duplicated block id: 4562
size: 6 cleaned lines of code
in 2 files:
 - timm/models/twins.py (215:221)
 - timm/models/volo.py (161:167)

duplicated block id: 4563
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (222:227)
 - timm/models/visformer.py (162:167)

duplicated block id: 4564
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:529)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 4565
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1550:1564)
 - timm/models/mlp_mixer.py (450:457)

duplicated block id: 4566
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (574:579)
 - timm/models/hieradet_sam2.py (380:386)

duplicated block id: 4567
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:684)
 - timm/models/mobilenetv5.py (323:329)

duplicated block id: 4568
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/rdnet.py (354:360)

duplicated block id: 4569
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/tresnet.py (276:282)

duplicated block id: 4570
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/swin_transformer_v2_cr.py (868:873)

duplicated block id: 4571
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:746)
 - timm/models/regnet.py (757:763)

duplicated block id: 4572
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (331:336)
 - timm/models/tiny_vit.py (262:267)

duplicated block id: 4573
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1285:1291)
 - timm/models/inception_next.py (385:391)

duplicated block id: 4574
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/patch_embed.py (456:470)
 - timm/layers/patch_embed.py (498:512)

duplicated block id: 4575
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (523:529)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 4576
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/levit.py (689:695)

duplicated block id: 4577
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (96:102)
 - timm/models/tnt.py (455:461)

duplicated block id: 4578
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/tiny_vit.py (583:589)

duplicated block id: 4579
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (468:482)
 - timm/models/regnet.py (694:708)

duplicated block id: 4580
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:558)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4581
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:746)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4582
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/efficientformer_v2.py (678:684)

duplicated block id: 4583
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/evo_norm.py (101:106)
 - timm/layers/evo_norm.py (175:180)

duplicated block id: 4584
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/mambaout.py (466:472)

duplicated block id: 4585
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (346:352)
 - timm/models/convmixer.py (76:82)

duplicated block id: 4586
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (18:24)
 - timm/models/pnasnet.py (61:67)

duplicated block id: 4587
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (76:82)
 - timm/models/crossvit.py (412:418)

duplicated block id: 4588
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (952:957)
 - timm/models/efficientnet.py (1301:1306)

duplicated block id: 4589
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1895:1900)
 - timm/models/byobnet.py (2087:2092)

duplicated block id: 4590
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (493:499)
 - timm/models/swin_transformer.py (890:896)

duplicated block id: 4591
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (177:183)
 - timm/models/gcvit.py (201:207)

duplicated block id: 4592
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (321:326)
 - timm/models/vision_transformer_sam.py (454:459)

duplicated block id: 4593
size: 6 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (380:386)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4594
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (112:117)
 - timm/models/volo.py (253:258)

duplicated block id: 4595
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/regnet.py (757:763)

duplicated block id: 4596
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/mobilenetv3.py (241:247)

duplicated block id: 4597
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (308:314)
 - timm/optim/nadamw.py (372:379)

duplicated block id: 4598
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (422:427)
 - timm/models/vision_transformer_sam.py (340:345)

duplicated block id: 4599
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/repghost.py (351:356)

duplicated block id: 4600
size: 6 cleaned lines of code
in 2 files:
 - timm/data/readers/reader_hfids.py (48:53)
 - timm/data/readers/reader_tfds.py (112:136)

duplicated block id: 4601
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/efficientnet.py (277:283)

duplicated block id: 4602
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (308:314)
 - timm/optim/nadamw.py (400:407)

duplicated block id: 4603
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (553:570)
 - timm/models/cait.py (330:336)

duplicated block id: 4604
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/layer_scale.py (31:37)
 - timm/models/efficientformer.py (242:248)

duplicated block id: 4605
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (941:948)
 - timm/models/swiftformer.py (460:466)

duplicated block id: 4606
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (370:376)
 - timm/models/tnt.py (342:348)

duplicated block id: 4607
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (609:615)
 - timm/models/fastvit.py (1239:1245)

duplicated block id: 4608
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:434)
 - timm/models/pvt_v2.py (430:436)

duplicated block id: 4609
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (287:292)
 - timm/models/vision_transformer_relpos.py (190:195)

duplicated block id: 4610
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (521:527)
 - timm/models/efficientformer.py (422:429)

duplicated block id: 4611
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (870:876)
 - timm/models/swin_transformer_v2_cr.py (866:872)

duplicated block id: 4612
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:521)
 - timm/models/regnet.py (757:763)

duplicated block id: 4613
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (494:499)
 - timm/models/fasternet.py (143:148)

duplicated block id: 4614
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (346:352)
 - timm/models/vision_transformer_relpos.py (379:385)

duplicated block id: 4615
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/resnetv2.py (711:717)

duplicated block id: 4616
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (408:414)
 - timm/models/shvit.py (324:330)

duplicated block id: 4617
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:406)
 - timm/models/efficientnet.py (277:283)

duplicated block id: 4618
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (409:415)
 - timm/models/shvit.py (324:330)

duplicated block id: 4619
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (163:168)
 - timm/models/tnt.py (74:79)

duplicated block id: 4620
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (330:336)
 - timm/models/visformer.py (382:388)

duplicated block id: 4621
size: 6 cleaned lines of code
in 2 files:
 - timm/data/transforms_factory.py (79:84)
 - timm/data/transforms_factory.py (392:397)

duplicated block id: 4622
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/xcit.py (509:514)

duplicated block id: 4623
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1302)
 - timm/models/hiera.py (733:739)

duplicated block id: 4624
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (653:665)
 - timm/models/vision_transformer.py (696:709)

duplicated block id: 4625
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/swiftformer.py (481:487)

duplicated block id: 4626
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (137:142)
 - timm/models/_efficientnet_blocks.py (654:659)

duplicated block id: 4627
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (354:360)
 - timm/models/regnet.py (757:763)

duplicated block id: 4628
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4629
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (192:204)
 - timm/models/volo.py (864:876)

duplicated block id: 4630
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/mobilenetv3.py (241:247)

duplicated block id: 4631
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (460:467)
 - timm/models/starnet.py (208:215)

duplicated block id: 4632
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (605:612)
 - timm/models/mlp_mixer.py (343:355)

duplicated block id: 4633
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (231:236)
 - timm/optim/lars.py (108:113)

duplicated block id: 4634
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (723:729)
 - timm/models/swin_transformer_v2.py (926:932)

duplicated block id: 4635
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (225:230)
 - timm/models/_efficientnet_blocks.py (330:335)

duplicated block id: 4636
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (232:237)
 - timm/models/tnt.py (74:79)

duplicated block id: 4637
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/nest.py (474:480)

duplicated block id: 4638
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_v3.py (333:339)
 - timm/models/xception.py (173:179)

duplicated block id: 4639
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (664:670)
 - timm/models/vision_transformer_relpos.py (456:462)

duplicated block id: 4640
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1505:1510)
 - timm/models/maxxvit.py (1455:1460)

duplicated block id: 4641
size: 6 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (324:330)
 - timm/models/vovnet.py (255:261)

duplicated block id: 4642
size: 6 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (382:387)
 - timm/models/tnt.py (418:423)

duplicated block id: 4643
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (252:275)
 - timm/models/pvt_v2.py (163:168)

duplicated block id: 4644
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (147:157)
 - timm/optim/laprop.py (66:77)

duplicated block id: 4645
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (717:724)
 - timm/models/hieradet_sam2.py (521:529)

duplicated block id: 4646
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (267:272)
 - timm/models/edgenext.py (282:287)

duplicated block id: 4647
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/mobilenetv5.py (323:329)

duplicated block id: 4648
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (363:368)
 - timm/models/nest.py (114:119)

duplicated block id: 4649
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (117:123)
 - timm/optim/sgdw.py (94:105)

duplicated block id: 4650
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/patch_embed.py (97:103)
 - timm/models/tnt.py (187:193)

duplicated block id: 4651
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (476:481)
 - timm/models/pit.py (307:312)

duplicated block id: 4652
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/tresnet.py (276:282)

duplicated block id: 4653
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (455:461)
 - timm/models/visformer.py (432:438)

duplicated block id: 4654
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (117:123)
 - timm/optim/rmsprop_tf.py (98:109)

duplicated block id: 4655
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/efficientvit_mit.py (802:808)

duplicated block id: 4656
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (907:913)
 - timm/models/twins.py (472:478)

duplicated block id: 4657
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (74:79)
 - timm/models/davit.py (184:189)

duplicated block id: 4658
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (553:570)
 - timm/models/convit.py (346:352)

duplicated block id: 4659
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (83:88)
 - timm/models/edgenext.py (109:114)

duplicated block id: 4660
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (297:302)
 - timm/models/mobilenetv5.py (334:339)

duplicated block id: 4661
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (814:819)
 - timm/models/pit.py (389:394)

duplicated block id: 4662
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (380:385)
 - timm/models/nfnet.py (486:491)

duplicated block id: 4663
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/hiera.py (733:739)

duplicated block id: 4664
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (262:267)
 - timm/models/efficientformer.py (348:353)

duplicated block id: 4665
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/hiera.py (733:739)

duplicated block id: 4666
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (668:675)
 - timm/models/nest.py (463:470)

duplicated block id: 4667
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dpn.py (289:296)
 - timm/models/vovnet.py (460:467)

duplicated block id: 4668
size: 6 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1166:1183)
 - timm/models/volo.py (875:892)

duplicated block id: 4669
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/fastvit.py (1296:1302)

duplicated block id: 4670
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4671
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (184:189)
 - timm/models/vision_transformer_relpos.py (160:165)

duplicated block id: 4672
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (529:535)
 - timm/models/mambaout.py (478:484)

duplicated block id: 4673
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (425:430)
 - timm/models/vision_transformer_sam.py (577:582)

duplicated block id: 4674
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/nest.py (474:480)

duplicated block id: 4675
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (347:360)
 - timm/models/vitamin.py (101:106)

duplicated block id: 4676
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (304:310)
 - timm/models/xcit.py (406:412)

duplicated block id: 4677
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (275:280)
 - timm/models/shvit.py (245:250)

duplicated block id: 4678
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:434)
 - timm/models/swin_transformer_v2_cr.py (866:872)

duplicated block id: 4679
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/hiera.py (733:739)

duplicated block id: 4680
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (740:745)
 - timm/models/vision_transformer_relpos.py (425:430)

duplicated block id: 4681
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/efficientformer.py (515:521)

duplicated block id: 4682
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/tiny_vit.py (585:590)

duplicated block id: 4683
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (740:745)
 - timm/models/hieradet_sam2.py (469:474)

duplicated block id: 4684
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/twins.py (460:466)

duplicated block id: 4685
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/swin_transformer_v2.py (914:920)

duplicated block id: 4686
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/rdnet.py (354:360)

duplicated block id: 4687
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/regnet.py (757:763)

duplicated block id: 4688
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:434)
 - timm/models/repghost.py (349:355)

duplicated block id: 4689
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 4690
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:71)
 - timm/optim/kron.py (217:222)

duplicated block id: 4691
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (961:966)
 - timm/models/tnt.py (418:423)

duplicated block id: 4692
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (40:45)
 - timm/models/tiny_vit.py (44:49)

duplicated block id: 4693
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (486:492)
 - timm/models/tnt.py (428:434)

duplicated block id: 4694
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (233:240)
 - timm/models/davit.py (406:413)

duplicated block id: 4695
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (143:148)
 - timm/models/inception_next.py (227:232)

duplicated block id: 4696
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (757:762)
 - timm/models/swiftformer.py (132:137)

duplicated block id: 4697
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dpn.py (106:114)
 - timm/models/selecsls.py (52:60)

duplicated block id: 4698
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/hybrid_embed.py (189:194)
 - timm/layers/hybrid_embed.py (241:246)

duplicated block id: 4699
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (685:692)
 - timm/models/resnest.py (125:132)

duplicated block id: 4700
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1028:1044)
 - timm/models/vgg.py (310:326)

duplicated block id: 4701
size: 6 cleaned lines of code
in 2 files:
 - timm/models/xception_aligned.py (364:372)
 - timm/models/xception_aligned.py (423:431)

duplicated block id: 4702
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (609:615)
 - timm/models/mambaout.py (408:414)

duplicated block id: 4703
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:434)
 - timm/models/tiny_vit.py (583:589)

duplicated block id: 4704
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/efficientvit_mit.py (959:965)

duplicated block id: 4705
size: 6 cleaned lines of code
in 2 files:
 - timm/models/densenet.py (80:88)
 - timm/models/selecsls.py (52:60)

duplicated block id: 4706
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (383:389)
 - timm/models/vision_transformer_sam.py (577:582)

duplicated block id: 4707
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (199:204)
 - timm/models/nextvit.py (266:271)

duplicated block id: 4708
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (821:828)
 - timm/models/fastvit.py (144:151)

duplicated block id: 4709
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:472)
 - timm/models/regnet.py (757:763)

duplicated block id: 4710
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (393:399)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4711
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (938:943)
 - timm/models/xception_aligned.py (25:30)

duplicated block id: 4712
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_features_fx.py (25:30)
 - timm/models/_features_fx.py (46:51)

duplicated block id: 4713
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byoanet.py (280:296)
 - timm/models/byobnet.py (2262:2278)

duplicated block id: 4714
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (820:826)
 - timm/models/tiny_vit.py (601:607)

duplicated block id: 4715
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (459:464)
 - timm/models/vision_transformer_sam.py (332:337)

duplicated block id: 4716
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (1073:1078)
 - timm/models/swin_transformer_v2_cr.py (1085:1090)

duplicated block id: 4717
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:521)
 - timm/models/efficientnet.py (277:283)

duplicated block id: 4718
size: 6 cleaned lines of code
in 2 files:
 - timm/models/volo.py (756:761)
 - timm/models/volo.py (769:774)

duplicated block id: 4719
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (417:431)
 - timm/models/starnet.py (232:238)

duplicated block id: 4720
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adafactor_bv.py (104:110)
 - timm/optim/lamb.py (119:125)

duplicated block id: 4721
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (39:44)
 - timm/models/hrnet.py (111:116)

duplicated block id: 4722
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/nextvit.py (614:620)

duplicated block id: 4723
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:776)
 - timm/models/resnet.py (664:670)

duplicated block id: 4724
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (28:33)
 - timm/layers/mlp.py (167:172)

duplicated block id: 4725
size: 6 cleaned lines of code
in 2 files:
 - timm/data/loader.py (305:310)
 - timm/data/transforms_factory.py (501:506)

duplicated block id: 4726
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (492:497)
 - timm/models/efficientnet.py (1165:1170)

duplicated block id: 4727
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1928:1933)
 - timm/models/byobnet.py (2030:2035)

duplicated block id: 4728
size: 6 cleaned lines of code
in 2 files:
 - timm/models/deit.py (112:119)
 - timm/models/pit.py (338:345)

duplicated block id: 4729
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (346:352)
 - timm/models/tiny_vit.py (501:507)

duplicated block id: 4730
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (443:450)
 - timm/models/mambaout.py (580:588)

duplicated block id: 4731
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (421:426)
 - timm/models/nfnet.py (486:491)

duplicated block id: 4732
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (223:228)
 - timm/models/swin_transformer_v2.py (293:298)

duplicated block id: 4733
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (157:162)
 - timm/models/visformer.py (23:28)

duplicated block id: 4734
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (353:358)
 - timm/models/twins.py (400:405)

duplicated block id: 4735
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (646:651)
 - timm/models/tnt.py (418:423)

duplicated block id: 4736
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (432:437)
 - timm/models/tnt.py (418:423)

duplicated block id: 4737
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/swiftformer.py (481:487)

duplicated block id: 4738
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (492:497)
 - timm/models/efficientnet.py (1132:1137)

duplicated block id: 4739
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (691:696)
 - timm/models/pit.py (307:312)

duplicated block id: 4740
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (143:148)
 - timm/models/hgnet.py (346:351)

duplicated block id: 4741
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (653:665)
 - timm/models/naflexvit.py (1166:1183)

duplicated block id: 4742
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (938:943)
 - timm/models/xception_aligned.py (63:68)

duplicated block id: 4743
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/repvit.py (380:386)

duplicated block id: 4744
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/swin_transformer_v2_cr.py (866:872)

duplicated block id: 4745
size: 6 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1195:1200)
 - timm/models/tnt.py (348:353)

duplicated block id: 4746
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (458:463)
 - timm/models/maxxvit.py (412:417)

duplicated block id: 4747
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/resnetv2.py (713:718)

duplicated block id: 4748
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (1715:1720)
 - timm/models/eva.py (1788:1793)

duplicated block id: 4749
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (681:688)
 - timm/models/maxxvit.py (1465:1472)

duplicated block id: 4750
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (623:629)
 - timm/models/vision_transformer_relpos.py (375:381)

duplicated block id: 4751
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (583:589)
 - timm/models/mvitv2.py (824:830)

duplicated block id: 4752
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/efficientnet.py (277:283)

duplicated block id: 4753
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (868:873)
 - timm/models/tnt.py (418:423)

duplicated block id: 4754
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (117:123)
 - timm/optim/lion.py (81:94)

duplicated block id: 4755
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (849:854)
 - timm/models/vision_transformer.py (1184:1189)

duplicated block id: 4756
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (192:204)
 - timm/models/mlp_mixer.py (344:356)

duplicated block id: 4757
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (661:666)
 - timm/models/sknet.py (153:158)

duplicated block id: 4758
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/nadam.py (66:73)
 - timm/optim/sgdp.py (57:64)

duplicated block id: 4759
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (673:678)
 - timm/models/rexnet.py (384:389)

duplicated block id: 4760
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (445:451)
 - timm/models/levit.py (611:617)

duplicated block id: 4761
size: 6 cleaned lines of code
in 2 files:
 - timm/models/twins.py (496:502)
 - timm/models/visformer.py (432:438)

duplicated block id: 4762
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (96:102)
 - timm/models/twins.py (496:502)

duplicated block id: 4763
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/vovnet.py (313:319)

duplicated block id: 4764
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (907:913)
 - timm/models/nextvit.py (626:632)

duplicated block id: 4765
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (143:148)
 - timm/models/vision_transformer_relpos.py (190:195)

duplicated block id: 4766
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm.py (83:88)
 - timm/layers/norm_act.py (460:465)

duplicated block id: 4767
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (572:578)
 - timm/models/nextvit.py (641:647)

duplicated block id: 4768
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (328:333)
 - timm/models/xception_aligned.py (63:68)

duplicated block id: 4769
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (460:467)
 - timm/models/swiftformer.py (471:478)

duplicated block id: 4770
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/mvitv2.py (894:900)

duplicated block id: 4771
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (730:738)
 - timm/models/xcit.py (603:610)

duplicated block id: 4772
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:406)
 - timm/models/resnet.py (664:670)

duplicated block id: 4773
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (558:564)
 - timm/models/tnt.py (334:340)

duplicated block id: 4774
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (292:297)
 - timm/models/shvit.py (245:250)

duplicated block id: 4775
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (96:102)
 - timm/models/pvt_v2.py (454:460)

duplicated block id: 4776
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (555:562)
 - timm/models/resnetv2.py (725:739)

duplicated block id: 4777
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (657:664)
 - timm/models/nextvit.py (674:682)

duplicated block id: 4778
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:434)
 - timm/models/shvit.py (380:386)

duplicated block id: 4779
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/metaformer.py (644:650)

duplicated block id: 4780
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (409:415)
 - timm/models/efficientformer_v2.py (609:615)

duplicated block id: 4781
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:808)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 4782
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (501:507)
 - timm/models/twins.py (496:502)

duplicated block id: 4783
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (613:618)
 - timm/models/eva.py (740:745)

duplicated block id: 4784
size: 6 cleaned lines of code
in 2 files:
 - timm/data/mixup.py (275:280)
 - timm/data/mixup.py (309:314)

duplicated block id: 4785
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:116)
 - timm/optim/lamb.py (147:157)

duplicated block id: 4786
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (613:618)
 - timm/models/mlp_mixer.py (404:409)

duplicated block id: 4787
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (694:708)
 - timm/models/resnetv2.py (639:653)

duplicated block id: 4788
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/vision_transformer_relpos.py (456:462)

duplicated block id: 4789
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_features.py (291:299)
 - timm/models/_features.py (422:430)

duplicated block id: 4790
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/nest.py (474:480)

duplicated block id: 4791
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (39:44)
 - timm/models/hrnet.py (147:152)

duplicated block id: 4792
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1409:1414)
 - timm/models/nfnet.py (486:491)

duplicated block id: 4793
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (452:457)
 - timm/models/swin_transformer_v2_cr.py (796:801)

duplicated block id: 4794
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (147:157)
 - timm/optim/rmsprop_tf.py (98:109)

duplicated block id: 4795
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/layer_scale.py (31:37)
 - timm/models/efficientformer_v2.py (370:376)

duplicated block id: 4796
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (613:618)
 - timm/models/vision_transformer_relpos.py (425:430)

duplicated block id: 4797
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (554:559)
 - timm/models/tnt.py (418:423)

duplicated block id: 4798
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/rdnet.py (354:360)

duplicated block id: 4799
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:545)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4800
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/repvit.py (380:386)

duplicated block id: 4801
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/eva.py (770:776)

duplicated block id: 4802
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:965)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 4803
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (4135:4140)
 - timm/models/vision_transformer.py (4191:4196)

duplicated block id: 4804
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (39:44)
 - timm/models/hrnet.py (219:224)

duplicated block id: 4805
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/repghost.py (349:355)

duplicated block id: 4806
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (39:44)
 - timm/models/hrnet.py (183:188)

duplicated block id: 4807
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (668:674)
 - timm/models/efficientvit_mit.py (786:792)

duplicated block id: 4808
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (469:474)
 - timm/models/xcit.py (476:481)

duplicated block id: 4809
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/layer_scale.py (31:37)
 - timm/models/focalnet.py (106:112)

duplicated block id: 4810
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (260:265)
 - timm/models/xcit.py (370:375)

duplicated block id: 4811
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (92:97)
 - timm/models/vision_transformer_relpos.py (112:117)

duplicated block id: 4812
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (192:197)
 - timm/models/tnt.py (73:78)

duplicated block id: 4813
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (66:71)
 - timm/layers/norm_act.py (76:81)

duplicated block id: 4814
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (583:589)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4815
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (521:527)
 - timm/models/tiny_vit.py (501:507)

duplicated block id: 4816
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (4163:4168)
 - timm/models/vision_transformer.py (4275:4280)

duplicated block id: 4817
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/starnet.py (220:225)

duplicated block id: 4818
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (458:465)
 - timm/models/tresnet.py (218:225)

duplicated block id: 4819
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (596:601)
 - timm/models/rexnet.py (384:389)

duplicated block id: 4820
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (452:457)
 - timm/models/vision_transformer_relpos.py (223:228)

duplicated block id: 4821
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (430:436)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4822
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (170:175)
 - timm/models/vision_transformer_relpos.py (160:165)

duplicated block id: 4823
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/swiftformer.py (483:488)

duplicated block id: 4824
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dpn.py (255:261)
 - timm/models/hrnet.py (737:743)

duplicated block id: 4825
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:472)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4826
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/vision_transformer_relpos.py (456:462)

duplicated block id: 4827
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:545)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4828
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (503:508)
 - timm/models/swin_transformer.py (598:604)

duplicated block id: 4829
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (40:46)
 - timm/layers/mlp.py (257:263)

duplicated block id: 4830
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/hiera.py (733:739)

duplicated block id: 4831
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (660:665)
 - timm/models/efficientnet.py (1165:1170)

duplicated block id: 4832
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (418:423)
 - timm/models/vovnet.py (315:320)

duplicated block id: 4833
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (346:352)
 - timm/models/tnt.py (304:310)

duplicated block id: 4834
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (396:402)
 - timm/models/nextvit.py (537:543)

duplicated block id: 4835
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (623:629)
 - timm/models/vision_transformer_sam.py (531:537)

duplicated block id: 4836
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lars.py (57:62)
 - timm/optim/sgdw.py (48:53)

duplicated block id: 4837
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (660:665)
 - timm/models/efficientnet.py (1132:1137)

duplicated block id: 4838
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (704:710)
 - timm/models/hgnet.py (504:510)

duplicated block id: 4839
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (834:841)
 - timm/models/xcit.py (604:611)

duplicated block id: 4840
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/pos_embed_rel.py (100:105)
 - timm/layers/pos_embed_rel.py (193:199)

duplicated block id: 4841
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4842
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (387:392)
 - timm/models/xception_aligned.py (63:68)

duplicated block id: 4843
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (334:339)
 - timm/models/pit.py (307:312)

duplicated block id: 4844
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (740:745)
 - timm/models/xcit.py (476:481)

duplicated block id: 4845
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (494:499)
 - timm/models/swiftformer.py (305:310)

duplicated block id: 4846
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (1016:1021)
 - timm/models/efficientnet.py (1301:1306)

duplicated block id: 4847
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (636:641)
 - timm/models/mambaout.py (651:656)

duplicated block id: 4848
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:521)
 - timm/models/mobilenetv5.py (323:329)

duplicated block id: 4849
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:434)
 - timm/models/nest.py (474:480)

duplicated block id: 4850
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1285:1291)
 - timm/models/hgnet.py (544:550)

duplicated block id: 4851
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (262:267)
 - timm/models/mambaout.py (275:280)

duplicated block id: 4852
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (901:908)
 - timm/models/repvit.py (317:324)

duplicated block id: 4853
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_sam.py (704:709)
 - timm/models/vitamin.py (291:296)

duplicated block id: 4854
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (140:146)
 - timm/models/volo.py (401:407)

duplicated block id: 4855
size: 6 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1248:1256)
 - timm/models/vision_transformer_sam.py (575:581)

duplicated block id: 4856
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (162:167)
 - timm/models/vision_transformer_relpos.py (112:117)

duplicated block id: 4857
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/repvit.py (380:386)

duplicated block id: 4858
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/pvt_v2.py (430:436)

duplicated block id: 4859
size: 6 cleaned lines of code
in 2 files:
 - timm/models/senet.py (284:289)
 - timm/models/senet.py (295:300)

duplicated block id: 4860
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (397:402)
 - timm/models/_efficientnet_blocks.py (414:419)

duplicated block id: 4861
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (916:921)
 - timm/models/tnt.py (418:423)

duplicated block id: 4862
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/mobilenetv5.py (323:329)

duplicated block id: 4863
size: 6 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (195:201)
 - timm/models/tiny_vit.py (567:573)

duplicated block id: 4864
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (623:629)
 - timm/models/xcit.py (426:432)

duplicated block id: 4865
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (875:881)
 - timm/models/vovnet.py (313:319)

duplicated block id: 4866
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (704:710)
 - timm/models/edgenext.py (414:420)

duplicated block id: 4867
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:480)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4868
size: 6 cleaned lines of code
in 2 files:
 - timm/models/twins.py (381:387)
 - timm/models/xcit.py (430:436)

duplicated block id: 4869
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (553:570)
 - timm/models/xcit.py (430:436)

duplicated block id: 4870
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (558:564)
 - timm/models/convmixer.py (76:82)

duplicated block id: 4871
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (4135:4140)
 - timm/models/vision_transformer.py (4247:4252)

duplicated block id: 4872
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (881:888)
 - timm/models/efficientformer.py (614:621)

duplicated block id: 4873
size: 6 cleaned lines of code
in 2 files:
 - timm/data/dataset.py (23:28)
 - timm/data/dataset.py (88:93)

duplicated block id: 4874
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (300:305)
 - timm/models/tnt.py (285:290)

duplicated block id: 4875
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (528:533)
 - timm/models/xception_aligned.py (63:68)

duplicated block id: 4876
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:746)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 4877
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (262:267)
 - timm/models/tnt.py (285:290)

duplicated block id: 4878
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (232:237)
 - timm/models/crossvit.py (163:168)

duplicated block id: 4879
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (288:293)
 - timm/layers/norm_act.py (319:324)

duplicated block id: 4880
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (132:137)
 - timm/models/edgenext.py (109:114)

duplicated block id: 4881
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/swiftformer.py (481:487)

duplicated block id: 4882
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/twins.py (460:466)

duplicated block id: 4883
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (571:577)
 - timm/models/mlp_mixer.py (370:376)

duplicated block id: 4884
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (820:826)
 - timm/models/levit.py (709:715)

duplicated block id: 4885
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (373:379)
 - timm/models/pvt_v2.py (454:460)

duplicated block id: 4886
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (4205:4210)
 - timm/models/vision_transformer.py (4261:4266)

duplicated block id: 4887
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (816:822)
 - timm/models/pvt_v2.py (372:378)

duplicated block id: 4888
size: 6 cleaned lines of code
in 2 files:
 - timm/models/sknet.py (86:91)
 - timm/models/tresnet.py (27:32)

duplicated block id: 4889
size: 6 cleaned lines of code
in 2 files:
 - timm/data/transforms_factory.py (246:251)
 - timm/data/transforms_factory.py (364:369)

duplicated block id: 4890
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (404:409)
 - timm/models/xcit.py (476:481)

duplicated block id: 4891
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (561:569)
 - timm/models/xcit.py (603:610)

duplicated block id: 4892
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/hieradet_sam2.py (485:491)

duplicated block id: 4893
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:545)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 4894
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:650)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 4895
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (464:469)
 - timm/models/vision_transformer_relpos.py (512:517)

duplicated block id: 4896
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (147:157)
 - timm/optim/nvnovograd.py (66:77)

duplicated block id: 4897
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (423:428)
 - timm/models/sknet.py (153:158)

duplicated block id: 4898
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (330:336)
 - timm/models/vision_transformer_relpos.py (379:385)

duplicated block id: 4899
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (443:449)
 - timm/models/vovnet.py (255:261)

duplicated block id: 4900
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (509:514)
 - timm/models/swin_transformer_v2.py (620:625)

duplicated block id: 4901
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (355:360)
 - timm/models/visformer.py (162:167)

duplicated block id: 4902
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:480)
 - timm/models/resnet.py (664:670)

duplicated block id: 4903
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (227:232)
 - timm/models/swin_transformer.py (598:604)

duplicated block id: 4904
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (905:910)
 - timm/models/vision_transformer.py (1049:1054)

duplicated block id: 4905
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (641:654)
 - timm/models/vgg.py (194:211)

duplicated block id: 4906
size: 6 cleaned lines of code
in 2 files:
 - timm/models/twins.py (192:198)
 - timm/models/vision_transformer_sam.py (199:205)

duplicated block id: 4907
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (588:593)
 - timm/models/xception_aligned.py (25:30)

duplicated block id: 4908
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (355:360)
 - timm/models/convit.py (242:247)

duplicated block id: 4909
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/nextvit.py (614:620)

duplicated block id: 4910
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (458:465)
 - timm/models/repvit.py (317:324)

duplicated block id: 4911
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/fasternet.py (335:341)

duplicated block id: 4912
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (541:546)
 - timm/models/tnt.py (418:423)

duplicated block id: 4913
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (223:228)
 - timm/models/davit.py (363:368)

duplicated block id: 4914
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adopt.py (141:146)
 - timm/optim/adopt.py (212:217)

duplicated block id: 4915
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/tresnet.py (276:282)

duplicated block id: 4916
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (695:700)
 - timm/models/efficientnet.py (1165:1170)

duplicated block id: 4917
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/eva.py (770:776)

duplicated block id: 4918
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (557:562)
 - timm/models/efficientnet.py (660:665)

duplicated block id: 4919
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/fasternet.py (335:341)

duplicated block id: 4920
size: 6 cleaned lines of code
in 2 files:
 - timm/scheduler/multistep_lr.py (56:61)
 - timm/scheduler/poly_lr.py (77:82)

duplicated block id: 4921
size: 6 cleaned lines of code
in 2 files:
 - timm/models/sknet.py (25:30)
 - timm/models/tresnet.py (67:72)

duplicated block id: 4922
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (337:342)
 - timm/models/pit.py (307:312)

duplicated block id: 4923
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (455:461)
 - timm/models/twins.py (496:502)

duplicated block id: 4924
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (695:700)
 - timm/models/efficientnet.py (1132:1137)

duplicated block id: 4925
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (255:261)
 - timm/models/mobilenetv5.py (304:310)

duplicated block id: 4926
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/rdnet.py (354:360)

duplicated block id: 4927
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (454:460)
 - timm/models/tnt.py (455:461)

duplicated block id: 4928
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:521)
 - timm/models/rexnet.py (395:401)

duplicated block id: 4929
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (157:162)
 - timm/models/efficientformer.py (167:172)

duplicated block id: 4930
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (489:497)
 - timm/models/pit.py (352:360)

duplicated block id: 4931
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/twins.py (460:466)

duplicated block id: 4932
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (564:569)
 - timm/models/swin_transformer_v2_cr.py (608:613)

duplicated block id: 4933
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (786:792)
 - timm/models/tiny_vit.py (567:573)

duplicated block id: 4934
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (660:665)
 - timm/models/efficientnet.py (695:700)

duplicated block id: 4935
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:406)
 - timm/models/mobilenetv3.py (241:247)

duplicated block id: 4936
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (560:572)
 - timm/models/pit.py (248:254)

duplicated block id: 4937
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/vovnet.py (313:319)

duplicated block id: 4938
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1465:1472)
 - timm/models/rdnet.py (344:351)

duplicated block id: 4939
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (269:275)
 - timm/models/nasnet.py (316:322)

duplicated block id: 4940
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (66:71)
 - timm/optim/adan.py (117:123)

duplicated block id: 4941
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (455:461)
 - timm/models/xcit.py (557:563)

duplicated block id: 4942
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (896:901)
 - timm/models/pit.py (307:312)

duplicated block id: 4943
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (4177:4182)
 - timm/models/vision_transformer.py (4233:4238)

duplicated block id: 4944
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (96:102)
 - timm/models/xcit.py (557:563)

duplicated block id: 4945
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (263:269)
 - timm/models/ghostnet.py (659:665)

duplicated block id: 4946
size: 6 cleaned lines of code
in 2 files:
 - timm/models/xception.py (218:225)
 - timm/models/xception_aligned.py (293:300)

duplicated block id: 4947
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (527:533)
 - timm/models/tnt.py (428:434)

duplicated block id: 4948
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (184:189)
 - timm/models/xcit.py (149:154)

duplicated block id: 4949
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/nest.py (474:480)

duplicated block id: 4950
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (176:181)
 - timm/optim/adamw.py (323:328)

duplicated block id: 4951
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/nextvit.py (614:620)

duplicated block id: 4952
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (291:297)
 - timm/models/vision_transformer_sam.py (400:406)

duplicated block id: 4953
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (328:335)
 - timm/models/pit.py (229:236)

duplicated block id: 4954
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (901:908)
 - timm/models/tresnet.py (218:225)

duplicated block id: 4955
size: 6 cleaned lines of code
in 2 files:
 - timm/models/densenet.py (80:88)
 - timm/models/dpn.py (106:114)

duplicated block id: 4956
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cspnet.py (717:723)
 - timm/models/vovnet.py (333:339)

duplicated block id: 4957
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/volo.py (1064:1070)

duplicated block id: 4958
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/vovnet.py (313:319)

duplicated block id: 4959
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (668:674)
 - timm/models/efficientvit_mit.py (943:949)

duplicated block id: 4960
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (4163:4168)
 - timm/models/vision_transformer.py (4219:4224)

duplicated block id: 4961
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nasnet.py (269:275)
 - timm/models/nasnet.py (364:370)

duplicated block id: 4962
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (659:665)
 - timm/models/swiftformer.py (397:403)

duplicated block id: 4963
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (673:678)
 - timm/models/tresnet.py (265:270)

duplicated block id: 4964
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/vovnet.py (315:320)

duplicated block id: 4965
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 4966
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/ghostnet.py (740:746)

duplicated block id: 4967
size: 6 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (230:236)
 - timm/models/swin_transformer_v2.py (926:932)

duplicated block id: 4968
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/efficientformer.py (515:521)

duplicated block id: 4969
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (380:386)
 - timm/models/xcit.py (406:412)

duplicated block id: 4970
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (86:91)
 - timm/models/efficientvit_mit.py (127:132)

duplicated block id: 4971
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/vovnet.py (313:319)

duplicated block id: 4972
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:545)
 - timm/models/regnet.py (757:763)

duplicated block id: 4973
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/twins.py (460:466)

duplicated block id: 4974
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (561:569)
 - timm/models/sequencer.py (469:476)

duplicated block id: 4975
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (147:157)
 - timm/optim/sgdw.py (94:105)

duplicated block id: 4976
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (786:792)
 - timm/models/levit.py (669:674)

duplicated block id: 4977
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:808)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4978
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (492:497)
 - timm/models/efficientnet.py (660:665)

duplicated block id: 4979
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (884:889)
 - timm/models/res2net.py (123:128)

duplicated block id: 4980
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:746)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4981
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/ghostnet.py (740:746)

duplicated block id: 4982
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/tiny_vit.py (583:589)

duplicated block id: 4983
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (170:175)
 - timm/models/davit.py (184:189)

duplicated block id: 4984
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (580:588)
 - timm/models/starnet.py (301:308)

duplicated block id: 4985
size: 6 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1204:1230)
 - timm/models/vision_transformer.py (792:813)

duplicated block id: 4986
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/hgnet.py (552:558)

duplicated block id: 4987
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (907:913)
 - timm/models/nest.py (486:492)

duplicated block id: 4988
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rdnet.py (344:351)
 - timm/models/starnet.py (208:215)

duplicated block id: 4989
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (492:497)
 - timm/models/efficientnet.py (557:562)

duplicated block id: 4990
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (941:946)
 - timm/models/mlp_mixer.py (547:552)

duplicated block id: 4991
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:650)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 4992
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 4993
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (907:913)
 - timm/models/tnt.py (428:434)

duplicated block id: 4994
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (641:647)
 - timm/models/vovnet.py (333:339)

duplicated block id: 4995
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:695)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 4996
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (613:618)
 - timm/models/hiera.py (717:722)

duplicated block id: 4997
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (382:387)
 - timm/models/tnt.py (418:423)

duplicated block id: 4998
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (319:325)
 - timm/models/xcit.py (426:432)

duplicated block id: 4999
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/vovnet.py (313:319)

duplicated block id: 5000
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (117:123)
 - timm/optim/nadam.py (52:63)

duplicated block id: 5001
size: 6 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (380:386)
 - timm/models/volo.py (1064:1070)

duplicated block id: 5002
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (437:443)
 - timm/models/visformer.py (432:438)

duplicated block id: 5003
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (207:212)
 - timm/models/coat.py (355:360)

duplicated block id: 5004
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/inception_next.py (393:399)

duplicated block id: 5005
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (539:545)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 5006
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (279:285)
 - timm/models/hgnet.py (499:505)

duplicated block id: 5007
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:406)
 - timm/models/regnet.py (757:763)

duplicated block id: 5008
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/xcit.py (507:513)

duplicated block id: 5009
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilevit.py (96:101)
 - timm/models/mobilevit.py (112:117)

duplicated block id: 5010
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (440:446)
 - timm/models/pvt_v2.py (372:378)

duplicated block id: 5011
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:338)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 5012
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/kron.py (217:222)
 - timm/optim/rmsprop_tf.py (98:109)

duplicated block id: 5013
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilevit.py (96:101)
 - timm/models/mobilevit.py (128:133)

duplicated block id: 5014
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (435:442)
 - timm/optim/nadamw.py (400:407)

duplicated block id: 5015
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/gcvit.py (539:545)

duplicated block id: 5016
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (435:442)
 - timm/optim/nadamw.py (372:379)

duplicated block id: 5017
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (786:792)
 - timm/models/nextvit.py (591:597)

duplicated block id: 5018
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swiftformer.py (96:101)
 - timm/models/swiftformer.py (198:203)

duplicated block id: 5019
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (308:314)
 - timm/models/vovnet.py (333:339)

duplicated block id: 5020
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/rexnet.py (395:401)

duplicated block id: 5021
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/swin_transformer_v2.py (914:920)

duplicated block id: 5022
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/metaformer.py (644:650)

duplicated block id: 5023
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (373:380)
 - timm/models/xception_aligned.py (267:274)

duplicated block id: 5024
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (588:593)
 - timm/models/xception_aligned.py (63:68)

duplicated block id: 5025
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/tiny_vit.py (583:589)

duplicated block id: 5026
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (160:165)
 - timm/models/xcit.py (245:250)

duplicated block id: 5027
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (472:477)
 - timm/models/pit.py (307:312)

duplicated block id: 5028
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (125:130)
 - timm/models/vision_transformer_relpos.py (112:117)

duplicated block id: 5029
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 5030
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/tresnet.py (276:282)

duplicated block id: 5031
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/fasternet.py (335:341)

duplicated block id: 5032
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (327:333)
 - timm/models/fastvit.py (1285:1291)

duplicated block id: 5033
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (553:570)
 - timm/models/vision_transformer_relpos.py (379:385)

duplicated block id: 5034
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (294:300)
 - timm/models/davit.py (607:613)

duplicated block id: 5035
size: 6 cleaned lines of code
in 2 files:
 - timm/models/twins.py (496:502)
 - timm/models/vision_transformer_relpos.py (493:499)

duplicated block id: 5036
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (349:355)
 - timm/models/volo.py (1064:1070)

duplicated block id: 5037
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (528:533)
 - timm/models/efficientnet.py (557:562)

duplicated block id: 5038
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (140:146)
 - timm/models/volo.py (161:167)

duplicated block id: 5039
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (87:92)
 - timm/optim/nadamw.py (80:85)

duplicated block id: 5040
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (288:293)
 - timm/models/tiny_vit.py (169:174)

duplicated block id: 5041
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (236:257)
 - timm/models/mambaout.py (284:304)

duplicated block id: 5042
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/tiny_vit.py (583:589)

duplicated block id: 5043
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (317:323)
 - timm/models/tnt.py (428:434)

duplicated block id: 5044
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (987:994)
 - timm/models/hieradet_sam2.py (521:529)

duplicated block id: 5045
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (104:109)
 - timm/models/vision_transformer.py (147:152)

duplicated block id: 5046
size: 6 cleaned lines of code
in 2 files:
 - timm/models/shvit.py (309:315)
 - timm/models/swiftformer.py (397:403)

duplicated block id: 5047
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (743:749)
 - timm/models/vgg.py (315:329)

duplicated block id: 5048
size: 6 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1665:1670)
 - timm/models/naflexvit.py (1685:1690)

duplicated block id: 5049
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (583:588)
 - timm/models/vision_transformer_relpos.py (321:326)

duplicated block id: 5050
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (70:77)
 - timm/models/efficientvit_msra.py (458:465)

duplicated block id: 5051
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (693:698)
 - timm/models/pit.py (307:312)

duplicated block id: 5052
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (275:282)
 - timm/models/selecsls.py (153:160)

duplicated block id: 5053
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_hub.py (243:248)
 - timm/models/_hub.py (310:315)

duplicated block id: 5054
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (755:760)
 - timm/models/xception_aligned.py (25:30)

duplicated block id: 5055
size: 6 cleaned lines of code
in 2 files:
 - timm/models/densenet.py (80:88)
 - timm/models/selecsls.py (30:38)

duplicated block id: 5056
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:650)
 - timm/models/regnet.py (757:763)

duplicated block id: 5057
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (680:685)
 - timm/models/tnt.py (418:423)

duplicated block id: 5058
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 5059
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/classifier.py (202:207)
 - timm/layers/classifier.py (278:283)

duplicated block id: 5060
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (515:521)
 - timm/models/resnet.py (664:670)

duplicated block id: 5061
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/resnetv2.py (711:717)

duplicated block id: 5062
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (557:562)
 - timm/models/efficientnet.py (695:700)

duplicated block id: 5063
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/hgnet.py (552:558)

duplicated block id: 5064
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (613:618)
 - timm/models/cait.py (371:376)

duplicated block id: 5065
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (613:618)
 - timm/models/tnt.py (383:389)

duplicated block id: 5066
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/inception_v4.py (332:338)

duplicated block id: 5067
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamw.py (77:82)
 - timm/optim/nadamw.py (70:75)

duplicated block id: 5068
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:650)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 5069
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/kron.py (253:258)
 - timm/optim/kron.py (275:280)

duplicated block id: 5070
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (527:533)
 - timm/models/nest.py (486:492)

duplicated block id: 5071
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (503:508)
 - timm/models/swiftformer.py (305:310)

duplicated block id: 5072
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (223:237)
 - timm/models/visformer.py (107:114)

duplicated block id: 5073
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (76:82)
 - timm/models/twins.py (381:387)

duplicated block id: 5074
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (525:530)
 - timm/models/tnt.py (418:423)

duplicated block id: 5075
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (170:175)
 - timm/models/vision_transformer_relpos.py (112:117)

duplicated block id: 5076
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (307:312)
 - timm/models/xcit.py (300:305)

duplicated block id: 5077
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (241:247)
 - timm/models/starnet.py (218:224)

duplicated block id: 5078
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/vovnet.py (313:319)

duplicated block id: 5079
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adamp.py (54:59)
 - timm/optim/radam.py (24:29)

duplicated block id: 5080
size: 6 cleaned lines of code
in 2 files:
 - timm/data/transforms_factory.py (85:90)
 - timm/data/transforms_factory.py (402:407)

duplicated block id: 5081
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (370:376)
 - timm/models/vision_transformer_relpos.py (387:393)

duplicated block id: 5082
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (558:564)
 - timm/models/xcit.py (430:436)

duplicated block id: 5083
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (79:84)
 - timm/models/coat.py (232:237)

duplicated block id: 5084
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (395:401)
 - timm/models/starnet.py (218:224)

duplicated block id: 5085
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (380:386)
 - timm/models/volo.py (1064:1070)

duplicated block id: 5086
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (304:309)
 - timm/models/rexnet.py (242:247)

duplicated block id: 5087
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (541:547)
 - timm/models/levit.py (709:715)

duplicated block id: 5088
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (536:542)
 - timm/models/twins.py (490:496)

duplicated block id: 5089
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (693:698)
 - timm/models/tnt.py (418:423)

duplicated block id: 5090
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:341)
 - timm/models/volo.py (1064:1070)

duplicated block id: 5091
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (664:670)
 - timm/models/xcit.py (507:513)

duplicated block id: 5092
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/kron.py (217:222)
 - timm/optim/lamb.py (147:157)

duplicated block id: 5093
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/regnet.py (757:763)

duplicated block id: 5094
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (678:684)
 - timm/models/resnet.py (664:670)

duplicated block id: 5095
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (308:313)
 - timm/models/twins.py (300:305)

duplicated block id: 5096
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:776)
 - timm/models/mobilenetv3.py (241:247)

duplicated block id: 5097
size: 6 cleaned lines of code
in 2 files:
 - timm/models/twins.py (215:221)
 - timm/models/volo.py (401:407)

duplicated block id: 5098
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1550:1564)
 - timm/models/rexnet.py (417:431)

duplicated block id: 5099
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (538:544)
 - timm/models/starnet.py (194:200)

duplicated block id: 5100
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (248:253)
 - timm/models/xception_aligned.py (97:102)

duplicated block id: 5101
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1302)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 5102
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1239:1245)
 - timm/models/shvit.py (324:330)

duplicated block id: 5103
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/levit.py (689:695)

duplicated block id: 5104
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/hgnet.py (552:558)

duplicated block id: 5105
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (284:304)
 - timm/models/metaformer.py (449:478)

duplicated block id: 5106
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/efficientnet.py (277:283)

duplicated block id: 5107
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (549:560)
 - timm/models/eva.py (649:655)

duplicated block id: 5108
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (117:123)
 - timm/optim/radam.py (37:42)

duplicated block id: 5109
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/volo.py (1064:1070)

duplicated block id: 5110
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (503:508)
 - timm/models/fasternet.py (143:148)

duplicated block id: 5111
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (242:264)
 - timm/models/volo.py (259:276)

duplicated block id: 5112
size: 6 cleaned lines of code
in 2 files:
 - timm/data/transforms.py (260:265)
 - timm/data/transforms.py (550:555)

duplicated block id: 5113
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (552:557)
 - timm/models/vision_transformer_sam.py (402:407)

duplicated block id: 5114
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (380:386)
 - timm/models/davit.py (607:613)

duplicated block id: 5115
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:480)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 5116
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_msra.py (223:228)
 - timm/models/tiny_vit.py (169:174)

duplicated block id: 5117
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (616:621)
 - timm/models/pit.py (307:312)

duplicated block id: 5118
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (99:104)
 - timm/models/twins.py (155:160)

duplicated block id: 5119
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (609:615)
 - timm/models/hgnet.py (499:505)

duplicated block id: 5120
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/rdnet.py (356:361)

duplicated block id: 5121
size: 6 cleaned lines of code
in 2 files:
 - timm/models/densenet.py (80:88)
 - timm/models/hrnet.py (493:501)

duplicated block id: 5122
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 5123
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (1177:1182)
 - timm/models/swin_transformer_v2_cr.py (1189:1194)

duplicated block id: 5124
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1409:1414)
 - timm/models/convnext.py (421:426)

duplicated block id: 5125
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (70:77)
 - timm/models/tresnet.py (218:225)

duplicated block id: 5126
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (472:477)
 - timm/models/tnt.py (418:423)

duplicated block id: 5127
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (484:490)
 - timm/models/mambaout.py (478:484)

duplicated block id: 5128
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (70:77)
 - timm/models/tiny_vit.py (526:533)

duplicated block id: 5129
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (894:900)
 - timm/models/rexnet.py (395:401)

duplicated block id: 5130
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dpn.py (106:114)
 - timm/models/hrnet.py (493:501)

duplicated block id: 5131
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/vision_transformer_relpos.py (456:462)

duplicated block id: 5132
size: 6 cleaned lines of code
in 2 files:
 - timm/models/gcvit.py (551:557)
 - timm/models/swiftformer.py (495:501)

duplicated block id: 5133
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (275:282)
 - timm/models/sequencer.py (412:419)

duplicated block id: 5134
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 5135
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adabelief.py (106:116)
 - timm/optim/kron.py (217:222)

duplicated block id: 5136
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (39:44)
 - timm/models/hrnet.py (291:296)

duplicated block id: 5137
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (236:241)
 - timm/models/efficientformer_v2.py (333:338)

duplicated block id: 5138
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/efficientvit_msra.py (523:529)

duplicated block id: 5139
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1409:1414)
 - timm/models/edgenext.py (380:385)

duplicated block id: 5140
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (681:688)
 - timm/models/swiftformer.py (471:478)

duplicated block id: 5141
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (941:946)
 - timm/models/xcit.py (599:604)

duplicated block id: 5142
size: 6 cleaned lines of code
in 2 files:
 - timm/models/xception_aligned.py (345:353)
 - timm/models/xception_aligned.py (404:412)

duplicated block id: 5143
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/mvitv2.py (894:900)

duplicated block id: 5144
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_v3.py (297:302)
 - timm/models/selecsls.py (136:141)

duplicated block id: 5145
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (373:379)
 - timm/models/visformer.py (432:438)

duplicated block id: 5146
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (39:44)
 - timm/models/hrnet.py (255:260)

duplicated block id: 5147
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (236:241)
 - timm/models/efficientformer.py (167:172)

duplicated block id: 5148
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (528:533)
 - timm/models/efficientnet.py (660:665)

duplicated block id: 5149
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_next.py (324:330)
 - timm/models/nextvit.py (537:543)

duplicated block id: 5150
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lamb.py (147:157)
 - timm/optim/lion.py (81:94)

duplicated block id: 5151
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (503:508)
 - timm/models/shvit.py (245:250)

duplicated block id: 5152
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (409:415)
 - timm/models/efficientformer.py (443:449)

duplicated block id: 5153
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (148:153)
 - timm/models/vision_transformer_sam.py (222:227)

duplicated block id: 5154
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lion.py (100:106)
 - timm/optim/nadamw.py (110:116)

duplicated block id: 5155
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/rdnet.py (354:360)

duplicated block id: 5156
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (557:562)
 - timm/models/efficientnet.py (1132:1137)

duplicated block id: 5157
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:406)
 - timm/models/hieradet_sam2.py (485:491)

duplicated block id: 5158
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (269:274)
 - timm/models/nfnet.py (130:135)

duplicated block id: 5159
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hrnet.py (39:44)
 - timm/models/hrnet.py (327:332)

duplicated block id: 5160
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (405:410)
 - timm/models/vision_transformer_relpos.py (223:228)

duplicated block id: 5161
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/ghostnet.py (740:746)

duplicated block id: 5162
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/repghost.py (349:355)

duplicated block id: 5163
size: 6 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (136:142)
 - timm/models/swiftformer.py (397:403)

duplicated block id: 5164
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:558)
 - timm/models/regnet.py (757:763)

duplicated block id: 5165
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/shvit.py (380:386)

duplicated block id: 5166
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (744:751)
 - timm/models/repvit.py (317:324)

duplicated block id: 5167
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/norm_act.py (276:281)
 - timm/layers/norm_act.py (329:334)

duplicated block id: 5168
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (770:776)
 - timm/models/rexnet.py (395:401)

duplicated block id: 5169
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (494:499)
 - timm/models/shvit.py (245:250)

duplicated block id: 5170
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/vision_transformer_relpos.py (456:462)

duplicated block id: 5171
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (242:264)
 - timm/models/volo.py (372:391)

duplicated block id: 5172
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (557:562)
 - timm/models/efficientnet.py (1165:1170)

duplicated block id: 5173
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/mobilenetv3.py (241:247)

duplicated block id: 5174
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (294:300)
 - timm/models/efficientformer.py (422:429)

duplicated block id: 5175
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/drop.py (32:43)
 - timm/layers/drop.py (85:95)

duplicated block id: 5176
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (463:470)
 - timm/models/nextvit.py (604:611)

duplicated block id: 5177
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (626:632)
 - timm/models/tnt.py (428:434)

duplicated block id: 5178
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (466:472)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 5179
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:965)
 - timm/models/regnet.py (757:763)

duplicated block id: 5180
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (406:412)
 - timm/models/twins.py (372:378)

duplicated block id: 5181
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/vision_transformer_relpos.py (456:462)

duplicated block id: 5182
size: 6 cleaned lines of code
in 2 files:
 - timm/models/selecsls.py (30:38)
 - timm/models/selecsls.py (52:60)

duplicated block id: 5183
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:434)
 - timm/models/tresnet.py (276:282)

duplicated block id: 5184
size: 6 cleaned lines of code
in 2 files:
 - timm/models/metaformer.py (644:650)
 - timm/models/volo.py (1064:1070)

duplicated block id: 5185
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/fastvit.py (1296:1302)

duplicated block id: 5186
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/attention2d.py (323:330)
 - timm/models/maxxvit.py (190:197)

duplicated block id: 5187
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/shvit.py (380:386)

duplicated block id: 5188
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/sgdp.py (32:37)
 - timm/optim/sgdw.py (48:53)

duplicated block id: 5189
size: 6 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1628:1633)
 - timm/models/naflexvit.py (1665:1670)

duplicated block id: 5190
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (460:467)
 - timm/models/maxxvit.py (1465:1472)

duplicated block id: 5191
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (494:499)
 - timm/models/hgnet.py (346:351)

duplicated block id: 5192
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (86:91)
 - timm/models/efficientvit_mit.py (225:230)

duplicated block id: 5193
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (355:368)
 - timm/models/vision_transformer.py (696:709)

duplicated block id: 5194
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (371:376)
 - timm/models/tnt.py (383:389)

duplicated block id: 5195
size: 6 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1628:1633)
 - timm/models/naflexvit.py (1685:1690)

duplicated block id: 5196
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_hybrid.py (138:143)
 - timm/models/xcit.py (599:604)

duplicated block id: 5197
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1302)
 - timm/models/resnet.py (664:670)

duplicated block id: 5198
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (175:180)
 - timm/models/coat.py (232:237)

duplicated block id: 5199
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv3.py (160:168)
 - timm/models/volo.py (864:876)

duplicated block id: 5200
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (167:172)
 - timm/models/crossvit.py (163:168)

duplicated block id: 5201
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (977:983)
 - timm/models/efficientvit_msra.py (541:547)

duplicated block id: 5202
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (224:229)
 - timm/models/inception_next.py (181:186)

duplicated block id: 5203
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2.py (293:298)
 - timm/models/vision_transformer_relpos.py (143:148)

duplicated block id: 5204
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/rexnet.py (395:401)

duplicated block id: 5205
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/edgenext.py (470:476)

duplicated block id: 5206
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (86:91)
 - timm/models/efficientvit_mit.py (171:176)

duplicated block id: 5207
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (195:200)
 - timm/models/vision_transformer.py (363:368)

duplicated block id: 5208
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/swin_transformer_v2.py (914:920)

duplicated block id: 5209
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (319:325)
 - timm/models/vision_transformer_relpos.py (375:381)

duplicated block id: 5210
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (400:406)
 - timm/models/hiera.py (733:739)

duplicated block id: 5211
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (717:722)
 - timm/models/vision_transformer_relpos.py (425:430)

duplicated block id: 5212
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (430:436)
 - timm/models/volo.py (1064:1070)

duplicated block id: 5213
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/pvt_v2.py (432:437)

duplicated block id: 5214
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (18:23)
 - timm/models/efficientformer_v2.py (333:338)

duplicated block id: 5215
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/pvt_v2.py (430:436)

duplicated block id: 5216
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (148:154)
 - timm/models/vision_transformer_sam.py (199:205)

duplicated block id: 5217
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (117:123)
 - timm/optim/sgdp.py (44:49)

duplicated block id: 5218
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (527:533)
 - timm/models/nextvit.py (274:280)

duplicated block id: 5219
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (346:351)
 - timm/models/shvit.py (245:250)

duplicated block id: 5220
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (943:949)
 - timm/models/efficientvit_msra.py (507:513)

duplicated block id: 5221
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (786:792)
 - timm/models/efficientvit_msra.py (507:513)

duplicated block id: 5222
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (346:351)
 - timm/models/swiftformer.py (305:310)

duplicated block id: 5223
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dpn.py (30:38)
 - timm/models/hrnet.py (493:501)

duplicated block id: 5224
size: 6 cleaned lines of code
in 2 files:
 - timm/models/visformer.py (432:438)
 - timm/models/vision_transformer_relpos.py (493:499)

duplicated block id: 5225
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (319:325)
 - timm/models/visformer.py (382:388)

duplicated block id: 5226
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (572:578)
 - timm/models/tresnet.py (308:314)

duplicated block id: 5227
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (372:378)
 - timm/models/shvit.py (321:327)

duplicated block id: 5228
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (371:376)
 - timm/models/vision_transformer_relpos.py (425:430)

duplicated block id: 5229
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (437:443)
 - timm/models/convmixer.py (96:102)

duplicated block id: 5230
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1302)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 5231
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (532:537)
 - timm/models/regnet.py (368:373)

duplicated block id: 5232
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:808)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 5233
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (561:569)
 - timm/models/vision_transformer_relpos.py (507:514)

duplicated block id: 5234
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (524:529)
 - timm/models/nest.py (72:77)

duplicated block id: 5235
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (532:537)
 - timm/models/regnet.py (268:273)

duplicated block id: 5236
size: 6 cleaned lines of code
in 2 files:
 - timm/models/selecsls.py (153:160)
 - timm/models/sequencer.py (412:419)

duplicated block id: 5237
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_manipulate.py (141:146)
 - timm/models/_manipulate.py (151:156)

duplicated block id: 5238
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (744:751)
 - timm/models/tresnet.py (218:225)

duplicated block id: 5239
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (668:674)
 - timm/models/starnet.py (195:201)

duplicated block id: 5240
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (469:474)
 - timm/models/tnt.py (383:389)

duplicated block id: 5241
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (50:55)
 - timm/models/efficientvit_mit.py (127:132)

duplicated block id: 5242
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (814:819)
 - timm/models/levit.py (838:843)

duplicated block id: 5243
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (437:443)
 - timm/models/twins.py (496:502)

duplicated block id: 5244
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/resnetv2.py (711:717)

duplicated block id: 5245
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adan.py (117:123)
 - timm/optim/nvnovograd.py (66:77)

duplicated block id: 5246
size: 6 cleaned lines of code
in 2 files:
 - timm/models/visformer.py (162:167)
 - timm/models/xcit.py (289:294)

duplicated block id: 5247
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/gcvit.py (539:545)

duplicated block id: 5248
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1598:1603)
 - timm/models/fastvit.py (1628:1633)

duplicated block id: 5249
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (216:221)
 - timm/models/davit.py (368:373)

duplicated block id: 5250
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/inception_v4.py (332:338)

duplicated block id: 5251
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:434)
 - timm/models/vovnet.py (313:319)

duplicated block id: 5252
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (459:464)
 - timm/models/vitamin.py (291:296)

duplicated block id: 5253
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (348:353)
 - timm/models/shvit.py (245:250)

duplicated block id: 5254
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer.py (617:623)
 - timm/models/vision_transformer_relpos.py (342:348)

duplicated block id: 5255
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (351:356)
 - timm/models/tnt.py (418:423)

duplicated block id: 5256
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (294:300)
 - timm/models/pvt_v2.py (346:352)

duplicated block id: 5257
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (866:872)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 5258
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mobilenetv5.py (323:329)
 - timm/models/xcit.py (507:513)

duplicated block id: 5259
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/vision_transformer_relpos.py (456:462)

duplicated block id: 5260
size: 6 cleaned lines of code
in 2 files:
 - timm/models/dla.py (345:352)
 - timm/models/senet.py (330:337)

duplicated block id: 5261
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (437:451)
 - timm/models/maxxvit.py (964:976)

duplicated block id: 5262
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (983:989)
 - timm/models/vovnet.py (333:339)

duplicated block id: 5263
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (330:336)
 - timm/models/crossvit.py (412:418)

duplicated block id: 5264
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (613:618)
 - timm/models/hieradet_sam2.py (469:474)

duplicated block id: 5265
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (498:503)
 - timm/models/swin_transformer_v2.py (241:246)

duplicated block id: 5266
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (232:237)
 - timm/models/crossvit.py (130:135)

duplicated block id: 5267
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnet.py (664:670)
 - timm/models/resnetv2.py (711:717)

duplicated block id: 5268
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (430:436)
 - timm/models/regnet.py (757:763)

duplicated block id: 5269
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:434)
 - timm/models/mobilenetv5.py (323:329)

duplicated block id: 5270
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (521:529)
 - timm/models/inception_next.py (418:425)

duplicated block id: 5271
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (335:341)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 5272
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (369:374)
 - timm/models/vision_transformer.py (452:457)

duplicated block id: 5273
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_relpos.py (160:165)
 - timm/models/xcit.py (149:154)

duplicated block id: 5274
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (301:307)
 - timm/models/efficientformer_v2.py (370:376)

duplicated block id: 5275
size: 6 cleaned lines of code
in 2 files:
 - timm/models/twins.py (381:387)
 - timm/models/vision_transformer_relpos.py (379:385)

duplicated block id: 5276
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/hieradet_sam2.py (485:491)

duplicated block id: 5277
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (50:55)
 - timm/models/efficientvit_mit.py (86:91)

duplicated block id: 5278
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (262:267)
 - timm/models/davit.py (494:499)

duplicated block id: 5279
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (383:389)
 - timm/models/vision_transformer_relpos.py (425:430)

duplicated block id: 5280
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnest.py (24:29)
 - timm/models/sknet.py (25:30)

duplicated block id: 5281
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/resnetv2.py (711:717)

duplicated block id: 5282
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (528:533)
 - timm/models/efficientnet.py (1132:1137)

duplicated block id: 5283
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (528:533)
 - timm/models/efficientnet.py (1165:1170)

duplicated block id: 5284
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tnt.py (421:428)
 - timm/models/vision_transformer_sam.py (605:612)

duplicated block id: 5285
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (690:696)
 - timm/models/pit.py (317:323)

duplicated block id: 5286
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/repghost.py (349:355)

duplicated block id: 5287
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mambaout.py (468:473)
 - timm/models/tnt.py (418:423)

duplicated block id: 5288
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/lars.py (57:62)
 - timm/optim/sgdp.py (32:37)

duplicated block id: 5289
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (494:499)
 - timm/models/efficientformer.py (348:353)

duplicated block id: 5290
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (739:744)
 - timm/models/naflexvit.py (1248:1256)

duplicated block id: 5291
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (476:481)
 - timm/models/tnt.py (418:423)

duplicated block id: 5292
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1203:1208)
 - timm/models/resnetv2.py (427:440)

duplicated block id: 5293
size: 6 cleaned lines of code
in 2 files:
 - timm/models/xception_aligned.py (267:274)
 - timm/models/xcit.py (424:431)

duplicated block id: 5294
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/layer_scale.py (31:37)
 - timm/models/_efficientnet_blocks.py (301:307)

duplicated block id: 5295
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/twins.py (460:466)

duplicated block id: 5296
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (216:221)
 - timm/models/_efficientnet_blocks.py (324:329)

duplicated block id: 5297
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1285:1291)
 - timm/models/pvt_v2.py (422:428)

duplicated block id: 5298
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (41:46)
 - timm/models/edgenext.py (109:114)

duplicated block id: 5299
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (18:23)
 - timm/layers/mlp.py (236:241)

duplicated block id: 5300
size: 6 cleaned lines of code
in 2 files:
 - timm/data/readers/reader_hfids.py (209:214)
 - timm/data/readers/reader_tfds.py (346:351)

duplicated block id: 5301
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (976:981)
 - timm/models/metaformer.py (669:674)

duplicated block id: 5302
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/pvt_v2.py (430:436)

duplicated block id: 5303
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (673:678)
 - timm/models/tresnet.py (265:270)

duplicated block id: 5304
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (79:84)
 - timm/models/crossvit.py (163:168)

duplicated block id: 5305
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mvitv2.py (896:901)
 - timm/models/tnt.py (418:423)

duplicated block id: 5306
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (174:179)
 - timm/models/vision_transformer.py (318:323)

duplicated block id: 5307
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (380:386)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 5308
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (184:189)
 - timm/models/nest.py (92:97)

duplicated block id: 5309
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (802:808)
 - timm/models/volo.py (1064:1070)

duplicated block id: 5310
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1285:1291)
 - timm/models/gcvit.py (531:537)

duplicated block id: 5311
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1285:1291)
 - timm/models/shvit.py (372:378)

duplicated block id: 5312
size: 6 cleaned lines of code
in 2 files:
 - timm/models/regnet.py (757:763)
 - timm/models/starnet.py (218:224)

duplicated block id: 5313
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/cait.py (400:406)

duplicated block id: 5314
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (673:678)
 - timm/models/rexnet.py (384:389)

duplicated block id: 5315
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/kron.py (217:222)
 - timm/optim/nvnovograd.py (66:77)

duplicated block id: 5316
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (742:747)
 - timm/models/pit.py (307:312)

duplicated block id: 5317
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (50:55)
 - timm/models/efficientvit_mit.py (225:230)

duplicated block id: 5318
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (501:507)
 - timm/models/pvt_v2.py (454:460)

duplicated block id: 5319
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/nextvit.py (614:620)

duplicated block id: 5320
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer.py (461:476)
 - timm/models/swin_transformer_v2.py (483:490)

duplicated block id: 5321
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (332:338)
 - timm/models/regnet.py (757:763)

duplicated block id: 5322
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 5323
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (333:338)
 - timm/models/visformer.py (23:28)

duplicated block id: 5324
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (474:480)
 - timm/models/rexnet.py (395:401)

duplicated block id: 5325
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (50:55)
 - timm/models/efficientvit_mit.py (171:176)

duplicated block id: 5326
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (826:832)
 - timm/models/hgnet.py (572:578)

duplicated block id: 5327
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (521:527)
 - timm/models/davit.py (607:613)

duplicated block id: 5328
size: 6 cleaned lines of code
in 2 files:
 - timm/models/inception_v4.py (334:339)
 - timm/models/tnt.py (418:423)

duplicated block id: 5329
size: 6 cleaned lines of code
in 2 files:
 - timm/models/_efficientnet_blocks.py (324:329)
 - timm/models/_efficientnet_blocks.py (574:579)

duplicated block id: 5330
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/fast_norm.py (181:186)
 - timm/layers/fast_norm.py (233:238)

duplicated block id: 5331
size: 6 cleaned lines of code
in 2 files:
 - timm/models/levit.py (689:695)
 - timm/models/regnet.py (757:763)

duplicated block id: 5332
size: 6 cleaned lines of code
in 2 files:
 - timm/models/rexnet.py (395:401)
 - timm/models/xcit.py (507:513)

duplicated block id: 5333
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/attention2d.py (306:311)
 - timm/models/maxxvit.py (159:176)

duplicated block id: 5334
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fasternet.py (279:285)
 - timm/models/fastvit.py (1239:1245)

duplicated block id: 5335
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (558:564)
 - timm/models/convit.py (346:352)

duplicated block id: 5336
size: 6 cleaned lines of code
in 2 files:
 - timm/models/coat.py (355:360)
 - timm/models/tnt.py (222:227)

duplicated block id: 5337
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (223:237)
 - timm/models/tnt.py (57:67)

duplicated block id: 5338
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/hiera.py (733:739)

duplicated block id: 5339
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (454:460)
 - timm/models/visformer.py (432:438)

duplicated block id: 5340
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nest.py (72:77)
 - timm/models/volo.py (236:241)

duplicated block id: 5341
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (404:409)
 - timm/models/vision_transformer_relpos.py (425:430)

duplicated block id: 5342
size: 6 cleaned lines of code
in 2 files:
 - timm/layers/mlp.py (122:127)
 - timm/layers/mlp.py (245:250)

duplicated block id: 5343
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (599:606)
 - timm/models/vision_transformer.py (810:817)

duplicated block id: 5344
size: 6 cleaned lines of code
in 2 files:
 - timm/models/twins.py (496:502)
 - timm/models/xcit.py (557:563)

duplicated block id: 5345
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (302:309)
 - timm/models/pit.py (229:236)

duplicated block id: 5346
size: 6 cleaned lines of code
in 2 files:
 - timm/scheduler/cosine_lr.py (81:86)
 - timm/scheduler/multistep_lr.py (56:61)

duplicated block id: 5347
size: 6 cleaned lines of code
in 2 files:
 - timm/models/eva.py (740:745)
 - timm/models/mlp_mixer.py (404:409)

duplicated block id: 5348
size: 6 cleaned lines of code
in 2 files:
 - timm/models/nextvit.py (614:620)
 - timm/models/rexnet.py (395:401)

duplicated block id: 5349
size: 6 cleaned lines of code
in 2 files:
 - timm/data/naflex_random_erasing.py (326:331)
 - timm/data/naflex_random_erasing.py (334:339)

duplicated block id: 5350
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tiny_vit.py (501:507)
 - timm/models/tnt.py (304:310)

duplicated block id: 5351
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pvt_v2.py (454:460)
 - timm/models/vision_transformer_relpos.py (493:499)

duplicated block id: 5352
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (69:86)
 - timm/models/mlp_mixer.py (209:226)

duplicated block id: 5353
size: 6 cleaned lines of code
in 2 files:
 - timm/optim/adopt.py (502:507)
 - timm/optim/nadamw.py (193:198)

duplicated block id: 5354
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (959:965)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 5355
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1944:1949)
 - timm/models/byobnet.py (2013:2018)

duplicated block id: 5356
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/hiera.py (733:739)

duplicated block id: 5357
size: 6 cleaned lines of code
in 2 files:
 - timm/models/starnet.py (220:225)
 - timm/models/tnt.py (418:423)

duplicated block id: 5358
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/rdnet.py (354:360)

duplicated block id: 5359
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (167:172)
 - timm/models/coat.py (232:237)

duplicated block id: 5360
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convit.py (298:303)
 - timm/models/xcit.py (370:375)

duplicated block id: 5361
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (696:702)
 - timm/models/sequencer.py (426:432)

duplicated block id: 5362
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (691:697)
 - timm/models/mobilenetv5.py (323:329)

duplicated block id: 5363
size: 6 cleaned lines of code
in 2 files:
 - timm/models/vision_transformer_sam.py (704:709)
 - timm/models/xcit.py (599:604)

duplicated block id: 5364
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/swin_transformer_v2_cr.py (866:872)

duplicated block id: 5365
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (819:824)
 - timm/models/metaformer.py (669:674)

duplicated block id: 5366
size: 6 cleaned lines of code
in 2 files:
 - timm/models/focalnet.py (125:130)
 - timm/models/focalnet.py (211:216)

duplicated block id: 5367
size: 6 cleaned lines of code
in 2 files:
 - timm/models/davit.py (494:499)
 - timm/models/efficientformer_v2.py (503:508)

duplicated block id: 5368
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (271:276)
 - timm/models/vision_transformer.py (147:152)

duplicated block id: 5369
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/repvit.py (380:386)

duplicated block id: 5370
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/xcit.py (507:513)

duplicated block id: 5371
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (114:120)
 - timm/models/efficientvit_mit.py (158:164)

duplicated block id: 5372
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convmixer.py (96:102)
 - timm/models/nest.py (501:507)

duplicated block id: 5373
size: 6 cleaned lines of code
in 2 files:
 - timm/models/pit.py (307:312)
 - timm/models/swin_transformer_v2.py (916:921)

duplicated block id: 5374
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repvit.py (398:404)
 - timm/models/tiny_vit.py (601:607)

duplicated block id: 5375
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (405:412)
 - timm/models/vision_transformer_sam.py (605:612)

duplicated block id: 5376
size: 6 cleaned lines of code
in 2 files:
 - timm/models/crossvit.py (163:168)
 - timm/models/xcit.py (250:255)

duplicated block id: 5377
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (1527:1533)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 5378
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (463:470)
 - timm/models/metaformer.py (730:738)

duplicated block id: 5379
size: 6 cleaned lines of code
in 2 files:
 - timm/models/maxxvit.py (1475:1481)
 - timm/models/shvit.py (380:386)

duplicated block id: 5380
size: 6 cleaned lines of code
in 2 files:
 - timm/models/fastvit.py (1296:1302)
 - timm/models/vision_transformer.py (875:881)

duplicated block id: 5381
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (740:746)
 - timm/models/volo.py (1064:1070)

duplicated block id: 5382
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/hieradet_sam2.py (485:491)

duplicated block id: 5383
size: 6 cleaned lines of code
in 2 files:
 - timm/models/swin_transformer_v2_cr.py (796:801)
 - timm/models/tiny_vit.py (520:525)

duplicated block id: 5384
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hieradet_sam2.py (485:491)
 - timm/models/mlp_mixer.py (428:434)

duplicated block id: 5385
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (333:338)
 - timm/models/pvt_v2.py (36:41)

duplicated block id: 5386
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/pvt_v2.py (430:436)

duplicated block id: 5387
size: 6 cleaned lines of code
in 2 files:
 - timm/models/resnetv2.py (317:322)
 - timm/models/xception_aligned.py (97:102)

duplicated block id: 5388
size: 6 cleaned lines of code
in 2 files:
 - timm/models/mlp_mixer.py (428:434)
 - timm/models/repvit.py (380:386)

duplicated block id: 5389
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (733:739)
 - timm/models/nextvit.py (614:620)

duplicated block id: 5390
size: 6 cleaned lines of code
in 2 files:
 - timm/models/beit.py (644:650)
 - timm/models/ghostnet.py (740:746)

duplicated block id: 5391
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (1132:1137)
 - timm/models/efficientnet.py (1165:1170)

duplicated block id: 5392
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer.py (517:522)
 - timm/models/pit.py (307:312)

duplicated block id: 5393
size: 6 cleaned lines of code
in 2 files:
 - timm/models/tresnet.py (276:282)
 - timm/models/volo.py (1064:1070)

duplicated block id: 5394
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (626:631)
 - timm/models/edgenext.py (531:536)

duplicated block id: 5395
size: 6 cleaned lines of code
in 2 files:
 - timm/models/edgenext.py (470:476)
 - timm/models/resnet.py (664:670)

duplicated block id: 5396
size: 6 cleaned lines of code
in 2 files:
 - timm/models/ghostnet.py (659:665)
 - timm/models/shvit.py (309:315)

duplicated block id: 5397
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/nextvit.py (614:620)

duplicated block id: 5398
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientvit_mit.py (961:966)
 - timm/models/pit.py (307:312)

duplicated block id: 5399
size: 6 cleaned lines of code
in 2 files:
 - timm/models/cait.py (459:464)
 - timm/models/hiera.py (941:946)

duplicated block id: 5400
size: 6 cleaned lines of code
in 2 files:
 - timm/models/repghost.py (349:355)
 - timm/models/swin_transformer.py (870:876)

duplicated block id: 5401
size: 6 cleaned lines of code
in 2 files:
 - timm/models/convnext.py (533:539)
 - timm/models/maxxvit.py (1475:1481)

duplicated block id: 5402
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientformer_v2.py (692:698)
 - timm/models/mambaout.py (478:484)

duplicated block id: 5403
size: 6 cleaned lines of code
in 2 files:
 - timm/models/efficientnet.py (277:283)
 - timm/models/fastvit.py (1296:1302)

duplicated block id: 5404
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hiera.py (941:946)
 - timm/models/vision_transformer_hybrid.py (138:143)

duplicated block id: 5405
size: 6 cleaned lines of code
in 2 files:
 - timm/models/naflexvit.py (1628:1633)
 - timm/models/naflexvit.py (1646:1651)

duplicated block id: 5406
size: 6 cleaned lines of code
in 2 files:
 - timm/models/hgnet.py (552:558)
 - timm/models/volo.py (1064:1070)

duplicated block id: 5407
size: 6 cleaned lines of code
in 2 files:
 - timm/models/byobnet.py (269:274)
 - timm/models/convnext.py (72:77)