duplicated block id: 1 size: 88 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/torchvision_resnet.py (16:134) - banding_removal/fastmri/model/classifiers/unpooled_resnet.py (16:134) duplicated block id: 2 size: 54 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/resnet_r1_prev.py (49:128) - banding_removal/fastmri/model/classifiers/resnet_r1_simple.py (35:114) duplicated block id: 3 size: 48 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (19:91) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (19:91) duplicated block id: 4 size: 46 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (19:87) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (19:87) duplicated block id: 5 size: 46 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/torchvision_resnet.py (136:190) - banding_removal/fastmri/model/classifiers/unpooled_resnet.py (136:190) duplicated block id: 6 size: 46 cleaned lines of code in 2 files: - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (19:87) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (19:87) duplicated block id: 7 size: 46 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (19:87) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (19:87) duplicated block id: 8 size: 45 cleaned lines of code in 2 files: - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (132:195) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (132:195) duplicated block id: 9 size: 45 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (130:193) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (132:195) duplicated block id: 10 size: 38 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (136:190) - fastmri_examples/varnet/train_varnet_demo.py (142:196) duplicated block id: 11 size: 37 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/resnet_r1.py (80:131) - banding_removal/fastmri/model/classifiers/resnet_r1_simple.py (63:114) duplicated block id: 12 size: 37 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/resnet_r1.py (80:131) - banding_removal/fastmri/model/classifiers/resnet_r1_prev.py (77:128) duplicated block id: 13 size: 36 cleaned lines of code in 2 files: - fastmri_examples/unet/run_pretrained_unet_inference.py (128:165) - fastmri_examples/varnet/run_pretrained_varnet_inference.py (113:150) duplicated block id: 14 size: 36 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (94:133) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (96:135) duplicated block id: 15 size: 33 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (146:195) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (146:195) duplicated block id: 16 size: 33 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (144:193) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (146:195) duplicated block id: 17 size: 33 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (144:193) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (146:195) duplicated block id: 18 size: 33 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (146:195) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (146:195) duplicated block id: 19 size: 32 cleaned lines of code in 2 files: - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (93:130) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (93:130) duplicated block id: 20 size: 31 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (94:128) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (96:130) duplicated block id: 21 size: 30 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (131:168) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (133:170) duplicated block id: 22 size: 30 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (133:170) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (133:170) duplicated block id: 23 size: 28 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (40:83) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (41:84) duplicated block id: 24 size: 28 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (40:83) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (41:84) duplicated block id: 25 size: 28 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (40:83) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (41:84) duplicated block id: 26 size: 26 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/resnet_r1.py (48:84) - banding_removal/fastmri/model/classifiers/resnet_r1_wide.py (46:80) duplicated block id: 27 size: 25 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (109:135) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (109:135) duplicated block id: 28 size: 23 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (46:84) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (47:85) duplicated block id: 29 size: 23 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (46:84) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (47:85) duplicated block id: 30 size: 21 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (134:159) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (143:168) duplicated block id: 31 size: 21 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (134:159) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (141:166) duplicated block id: 32 size: 21 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (134:159) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (143:168) duplicated block id: 33 size: 20 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (109:130) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (109:130) duplicated block id: 34 size: 20 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (58:91) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (58:91) duplicated block id: 35 size: 20 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (107:128) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (109:130) duplicated block id: 36 size: 20 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (109:130) - fastmri_examples/varnet/train_varnet_demo.py (106:127) duplicated block id: 37 size: 20 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (58:91) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (58:91) duplicated block id: 38 size: 19 cleaned lines of code in 2 files: - banding_removal/scripts/pretrain.py (34:55) - banding_removal/scripts/train.py (34:55) duplicated block id: 39 size: 19 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (146:170) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (146:170) duplicated block id: 40 size: 19 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (143:166) - fastmri_examples/varnet/train_varnet_demo.py (142:165) duplicated block id: 41 size: 19 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (146:170) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (146:170) duplicated block id: 42 size: 19 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (145:168) - fastmri_examples/varnet/train_varnet_demo.py (142:165) duplicated block id: 43 size: 19 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (58:90) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (58:90) duplicated block id: 44 size: 19 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (145:168) - fastmri_examples/varnet/train_varnet_demo.py (142:165) duplicated block id: 45 size: 19 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (105:125) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (108:128) duplicated block id: 46 size: 18 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (58:87) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (58:87) duplicated block id: 47 size: 18 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (137:159) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (146:168) duplicated block id: 48 size: 18 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (106:125) - fastmri_examples/varnet/train_varnet_demo.py (106:125) duplicated block id: 49 size: 18 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (58:87) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (58:87) duplicated block id: 50 size: 18 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (143:165) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (146:168) duplicated block id: 51 size: 18 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (58:87) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (58:87) duplicated block id: 52 size: 18 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (143:165) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (146:168) duplicated block id: 53 size: 18 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (93:114) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (93:114) duplicated block id: 54 size: 18 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (137:159) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (146:168) duplicated block id: 55 size: 16 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (58:85) - fastmri_examples/varnet/train_varnet_demo.py (57:84) duplicated block id: 56 size: 16 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (58:85) - fastmri_examples/varnet/train_varnet_demo.py (57:84) duplicated block id: 57 size: 16 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (58:85) - fastmri_examples/varnet/train_varnet_demo.py (57:84) duplicated block id: 58 size: 16 cleaned lines of code in 2 files: - banding_removal/fastmri/common/subsample.py (135:156) - banding_removal/fastmri/common/subsample.py (224:248) duplicated block id: 59 size: 15 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (57:83) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (58:84) duplicated block id: 60 size: 15 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (57:83) - fastmri_examples/varnet/train_varnet_demo.py (57:83) duplicated block id: 61 size: 15 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (57:83) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (58:84) duplicated block id: 62 size: 14 cleaned lines of code in 2 files: - banding_removal/fastmri/common/subsample.py (168:183) - banding_removal/fastmri/common/subsample.py (218:234) duplicated block id: 63 size: 14 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (19:39) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (19:39) duplicated block id: 64 size: 14 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (19:39) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (19:39) duplicated block id: 65 size: 14 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (19:39) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (19:39) duplicated block id: 66 size: 14 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (19:39) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (19:39) duplicated block id: 67 size: 14 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (19:39) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (19:39) duplicated block id: 68 size: 13 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (34:46) - fastmri_examples/varnet/train_varnet_demo.py (34:46) duplicated block id: 69 size: 13 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (172:195) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (172:195) duplicated block id: 70 size: 13 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (170:193) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (172:195) duplicated block id: 71 size: 13 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (172:195) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (172:195) duplicated block id: 72 size: 13 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (172:195) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (172:195) duplicated block id: 73 size: 12 cleaned lines of code in 2 files: - fastmri_examples/unet/run_pretrained_unet_inference.py (104:122) - fastmri_examples/varnet/run_pretrained_varnet_inference.py (90:108) duplicated block id: 74 size: 12 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (34:45) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (34:45) duplicated block id: 75 size: 12 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (34:45) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (34:45) duplicated block id: 76 size: 12 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (34:45) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (34:45) duplicated block id: 77 size: 12 cleaned lines of code in 2 files: - banding_removal/scripts/pretrain.py (11:27) - banding_removal/scripts/train.py (11:27) duplicated block id: 78 size: 12 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (34:45) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (34:45) duplicated block id: 79 size: 12 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (34:45) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (34:45) duplicated block id: 80 size: 12 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (34:45) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (34:45) duplicated block id: 81 size: 11 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (93:107) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (93:107) duplicated block id: 82 size: 11 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (93:107) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (93:107) duplicated block id: 83 size: 11 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (93:107) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (93:107) duplicated block id: 84 size: 11 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (93:107) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (93:107) duplicated block id: 85 size: 11 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/resnet_r1_prev.py (32:44) - banding_removal/fastmri/model/classifiers/resnet_r1_wide.py (30:42) duplicated block id: 86 size: 11 cleaned lines of code in 2 files: - fastmri_examples/unet/run_pretrained_unet_inference.py (34:45) - fastmri_examples/varnet/run_pretrained_varnet_inference.py (33:44) duplicated block id: 87 size: 10 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/resnet_r1.py (63:73) - banding_removal/fastmri/model/classifiers/resnet_r1_simple.py (47:57) duplicated block id: 88 size: 10 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (93:104) - fastmri_examples/varnet/train_varnet_demo.py (93:104) duplicated block id: 89 size: 10 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/resnet_r1_simple.py (47:57) - banding_removal/fastmri/model/classifiers/resnet_r1_wide.py (60:70) duplicated block id: 90 size: 10 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (172:190) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (177:195) duplicated block id: 91 size: 10 cleaned lines of code in 2 files: - fastmri/pl_modules/unet_module.py (122:138) - fastmri/pl_modules/varnet_module.py (147:165) duplicated block id: 92 size: 10 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/resnet_r1.py (36:48) - banding_removal/fastmri/model/classifiers/resnet_r1_wide.py (35:45) duplicated block id: 93 size: 10 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (172:190) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (177:195) duplicated block id: 94 size: 10 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (177:195) - fastmri_examples/varnet/train_varnet_demo.py (178:196) duplicated block id: 95 size: 10 cleaned lines of code in 2 files: - banding_removal/fastmri/common/subsample.py (135:147) - banding_removal/fastmri/common/subsample.py (173:183) duplicated block id: 96 size: 10 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/resnet_r1_prev.py (61:71) - banding_removal/fastmri/model/classifiers/resnet_r1_wide.py (60:70) duplicated block id: 97 size: 10 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (94:105) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (96:107) duplicated block id: 98 size: 10 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (178:196) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (177:195) duplicated block id: 99 size: 10 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (175:193) - fastmri_examples/varnet/train_varnet_demo.py (178:196) duplicated block id: 100 size: 10 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (94:105) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (96:107) duplicated block id: 101 size: 10 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (177:195) - fastmri_examples/varnet/train_varnet_demo.py (178:196) duplicated block id: 102 size: 10 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (172:190) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (177:195) duplicated block id: 103 size: 10 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (172:190) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (177:195) duplicated block id: 104 size: 10 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (178:196) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (177:195) duplicated block id: 105 size: 10 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/resnet_r1.py (63:73) - banding_removal/fastmri/model/classifiers/resnet_r1_prev.py (61:71) duplicated block id: 106 size: 10 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (172:190) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (175:193) duplicated block id: 107 size: 9 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (93:103) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (96:106) duplicated block id: 108 size: 9 cleaned lines of code in 2 files: - fastmri/pl_modules/unet_module.py (29:37) - fastmri_examples/unet/train_unet_demo.py (131:139) duplicated block id: 109 size: 9 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/torchvision_resnet.py (45:56) - banding_removal/fastmri/model/classifiers/torchvision_resnet.py (84:95) duplicated block id: 110 size: 9 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (93:103) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (96:106) duplicated block id: 111 size: 9 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (93:103) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (94:104) duplicated block id: 112 size: 9 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (93:103) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (96:106) duplicated block id: 113 size: 9 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/torchvision_resnet.py (45:56) - banding_removal/fastmri/model/classifiers/unpooled_resnet.py (84:95) duplicated block id: 114 size: 9 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (93:103) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (96:106) duplicated block id: 115 size: 9 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (96:106) - fastmri_examples/varnet/train_varnet_demo.py (93:103) duplicated block id: 116 size: 9 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/torchvision_resnet.py (84:95) - banding_removal/fastmri/model/classifiers/unpooled_resnet.py (45:56) duplicated block id: 117 size: 9 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (96:106) - fastmri_examples/varnet/train_varnet_demo.py (93:103) duplicated block id: 118 size: 9 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (94:104) - fastmri_examples/varnet/train_varnet_demo.py (93:103) duplicated block id: 119 size: 9 cleaned lines of code in 2 files: - fastmri_examples/cs/run_bart.py (209:217) - fastmri_examples/zero_filled/run_zero_filled.py (68:76) duplicated block id: 120 size: 9 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/unpooled_resnet.py (45:56) - banding_removal/fastmri/model/classifiers/unpooled_resnet.py (84:95) duplicated block id: 121 size: 9 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (93:103) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (96:106) duplicated block id: 122 size: 9 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (93:103) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (96:106) duplicated block id: 123 size: 8 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/torchvision_resnet.py (193:202) - banding_removal/fastmri/model/classifiers/unpooled_resnet.py (193:202) duplicated block id: 124 size: 8 cleaned lines of code in 2 files: - banding_removal/fastmri/common/evaluate.py (41:54) - fastmri/evaluate.py (60:73) duplicated block id: 125 size: 8 cleaned lines of code in 2 files: - banding_removal/fastmri/ssim_loss_mixin.py (29:37) - fastmri/losses.py (38:45) duplicated block id: 126 size: 8 cleaned lines of code in 2 files: - fastmri/data/subsample.py (256:276) - fastmri/data/subsample.py (363:383) duplicated block id: 127 size: 8 cleaned lines of code in 2 files: - fastmri/pl_modules/unet_module.py (160:167) - fastmri/pl_modules/varnet_module.py (199:206) duplicated block id: 128 size: 8 cleaned lines of code in 2 files: - fastmri/pl_modules/unet_module.py (169:177) - fastmri/pl_modules/varnet_module.py (211:219) duplicated block id: 129 size: 7 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (41:47) - fastmri_examples/varnet/train_varnet_demo.py (40:46) duplicated block id: 130 size: 7 cleaned lines of code in 2 files: - banding_removal/fastmri/base_trainer.py (140:146) - banding_removal/fastmri/distributed_mixin.py (144:150) duplicated block id: 131 size: 7 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (105:111) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (108:114) duplicated block id: 132 size: 7 cleaned lines of code in 2 files: - fastmri/data/subsample.py (157:163) - fastmri/data/subsample.py (233:239) duplicated block id: 133 size: 7 cleaned lines of code in 2 files: - fastmri/data/subsample.py (256:262) - fastmri/data/subsample.py (308:314) duplicated block id: 134 size: 7 cleaned lines of code in 2 files: - fastmri/models/varnet.py (29:35) - fastmri/models/varnet.py (137:143) duplicated block id: 135 size: 7 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (123:131) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (123:131) duplicated block id: 136 size: 7 cleaned lines of code in 2 files: - fastmri/pl_modules/data_module.py (190:196) - fastmri/pl_modules/data_module.py (241:247) duplicated block id: 137 size: 7 cleaned lines of code in 2 files: - fastmri/data/subsample.py (308:314) - fastmri/data/subsample.py (363:369) duplicated block id: 138 size: 7 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (41:47) - fastmri_examples/varnet/train_varnet_demo.py (40:46) duplicated block id: 139 size: 7 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/resnet_r1.py (36:44) - banding_removal/fastmri/model/classifiers/resnet_r1_prev.py (37:44) duplicated block id: 140 size: 7 cleaned lines of code in 2 files: - fastmri_examples/unet/run_pretrained_unet_inference.py (92:101) - fastmri_examples/varnet/run_pretrained_varnet_inference.py (78:87) duplicated block id: 141 size: 7 cleaned lines of code in 2 files: - fastmri/data/subsample.py (233:239) - fastmri/data/subsample.py (256:262) duplicated block id: 142 size: 7 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (41:47) - fastmri_examples/varnet/train_varnet_demo.py (40:46) duplicated block id: 143 size: 7 cleaned lines of code in 2 files: - fastmri/data/subsample.py (233:239) - fastmri/data/subsample.py (308:314) duplicated block id: 144 size: 7 cleaned lines of code in 2 files: - fastmri/data/subsample.py (233:239) - fastmri/data/subsample.py (363:369) duplicated block id: 145 size: 7 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (123:131) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (123:131) duplicated block id: 146 size: 7 cleaned lines of code in 2 files: - fastmri/data/subsample.py (157:163) - fastmri/data/subsample.py (363:369) duplicated block id: 147 size: 7 cleaned lines of code in 2 files: - fastmri/data/subsample.py (157:163) - fastmri/data/subsample.py (256:262) duplicated block id: 148 size: 7 cleaned lines of code in 2 files: - fastmri/data/subsample.py (157:163) - fastmri/data/subsample.py (308:314) duplicated block id: 149 size: 6 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/torchvision_resnet.py (205:210) - banding_removal/fastmri/model/classifiers/unpooled_resnet.py (205:210) duplicated block id: 150 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (34:39) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (34:39) duplicated block id: 151 size: 6 cleaned lines of code in 2 files: - fastmri/fftc.py (129:137) - fastmri/fftc.py (154:162) duplicated block id: 152 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (116:121) - fastmri_examples/varnet/train_varnet_demo.py (113:118) duplicated block id: 153 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (121:128) - fastmri_examples/varnet/train_varnet_demo.py (120:127) duplicated block id: 154 size: 6 cleaned lines of code in 2 files: - banding_removal/fastmri/common/subsample.py (233:240) - fastmri/data/subsample.py (395:402) duplicated block id: 155 size: 6 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (106:111) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (109:114) duplicated block id: 156 size: 6 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (129:136) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (132:139) duplicated block id: 157 size: 6 cleaned lines of code in 2 files: - banding_removal/fastmri/common/subsample.py (146:153) - fastmri/data/subsample.py (395:402) duplicated block id: 158 size: 6 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (120:127) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (123:130) duplicated block id: 159 size: 6 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (113:118) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (116:121) duplicated block id: 160 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (113:118) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (116:121) duplicated block id: 161 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (34:39) - fastmri_examples/varnet/train_varnet_demo.py (34:39) duplicated block id: 162 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (109:114) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (109:114) duplicated block id: 163 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (106:111) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (109:114) duplicated block id: 164 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (116:121) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (116:121) duplicated block id: 165 size: 6 cleaned lines of code in 2 files: - banding_removal/fastmri/model/public_unet.py (98:104) - fastmri/models/unet.py (39:45) duplicated block id: 166 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (107:112) - fastmri_examples/varnet/train_varnet_demo.py (106:111) duplicated block id: 167 size: 6 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (106:111) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (109:114) duplicated block id: 168 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (106:111) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (107:112) duplicated block id: 169 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (34:39) - fastmri_examples/varnet/train_varnet_demo.py (34:39) duplicated block id: 170 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (123:130) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (123:130) duplicated block id: 171 size: 6 cleaned lines of code in 2 files: - fastmri/pl_modules/unet_module.py (32:37) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (141:146) duplicated block id: 172 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (116:121) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (116:121) duplicated block id: 173 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (113:118) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (114:119) duplicated block id: 174 size: 6 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (129:136) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (132:139) duplicated block id: 175 size: 6 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (113:118) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (116:121) duplicated block id: 176 size: 6 cleaned lines of code in 2 files: - fastmri/pl_modules/unet_module.py (32:37) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (143:148) duplicated block id: 177 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (34:39) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (34:39) duplicated block id: 178 size: 6 cleaned lines of code in 2 files: - fastmri/data/subsample.py (112:134) - fastmri/data/subsample.py (426:448) duplicated block id: 179 size: 6 cleaned lines of code in 2 files: - fastmri/data/transforms.py (482:487) - fastmri/data/transforms.py (504:509) duplicated block id: 180 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (109:114) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (109:114) duplicated block id: 181 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (113:118) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_knee_leaderboard.py (116:121) duplicated block id: 182 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (114:119) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (116:121) duplicated block id: 183 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (106:111) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (109:114) duplicated block id: 184 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (34:39) - fastmri_examples/varnet/train_varnet_demo.py (34:39) duplicated block id: 185 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (114:119) - fastmri_examples/varnet/train_varnet_demo.py (113:118) duplicated block id: 186 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (107:112) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (109:114) duplicated block id: 187 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_brain_leaderboard.py (121:128) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (123:130) duplicated block id: 188 size: 6 cleaned lines of code in 2 files: - banding_removal/fastmri/model/classifiers/resnet_r1_prev.py (46:54) - banding_removal/fastmri/model/classifiers/resnet_r1_wide.py (44:52) duplicated block id: 189 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/train_unet_demo.py (113:118) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (116:121) duplicated block id: 190 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (123:130) - fastmri_examples/varnet/train_varnet_demo.py (120:127) duplicated block id: 191 size: 6 cleaned lines of code in 2 files: - fastmri/pl_modules/unet_module.py (32:37) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (143:148) duplicated block id: 192 size: 6 cleaned lines of code in 2 files: - fastmri/models/varnet.py (202:207) - fastmri/models/varnet.py (266:271) duplicated block id: 193 size: 6 cleaned lines of code in 2 files: - fastmri_examples/varnet/train_varnet_demo.py (120:127) - fastmri_examples/varnet/varnet_reproduce_20201111/varnet_brain_leaderboard.py (123:130) duplicated block id: 194 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (116:121) - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_sc_leaderboard.py (116:121) duplicated block id: 195 size: 6 cleaned lines of code in 2 files: - fastmri_examples/unet/unet_reproduce_20201111.py/unet_knee_mc_leaderboard.py (109:114) - fastmri_examples/varnet/train_varnet_demo.py (106:111)