Intro

For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.

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Duplication Overall

15% duplication:

22,898 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
3,469 duplicated lines

1,584 duplicates

Duplication per Extension

Duplication per Component (primary)

Longest Duplicates

The list of 20 longest duplicates.

See data for all 1,584 duplicates...

Size	#	Folders	Files	Lines	Code
178	x 2	tensorflow_graphics/projects/neural_voxel_renderer tensorflow_graphics/projects/neural_voxel_renderer	models.py models.py	98:284 (41%) 297:483 (41%)	view
71	x 2	tensorflow_graphics/data...s/model/bed/IKEA_MALM_2 tensorflow_graphics/data...s/model/bed/IKEA_MALM_3	obj model.obj model.obj	590:660 (7%) 590:660 (7%)	view
44	x 2	tensorflow_graphics/rendering/reflectance tensorflow_graphics/rendering/reflectance	blinn_phong.py phong.py	92:138 (57%) 88:134 (62%)	view
32	x 2	tensorflow_graphics/data...s/model/bed/IKEA_MALM_2 tensorflow_graphics/data...s/model/bed/IKEA_MALM_3	obj model.obj model.obj	237:268 (3%) 237:268 (3%)	view
30	x 2	tensorflow_graphics/proj...bjects/data_preparation tensorflow_graphics/proj...bjects/data_preparation	extract_protos.py extract_protos.py	149:183 (9%) 284:318 (9%)	view
28	x 2	tensorflow_graphics/geometry/representation tensorflow_graphics/geometry/representation	ray.py ray.py	95:122 (10%) 178:205 (10%)	view
26	x 2	tensorflow_graphics/nn/metric tensorflow_graphics/nn/metric	precision.py recall.py	69:102 (60%) 69:102 (59%)	view
24	x 2	tensorflow_graphics/rendering/kernels tensorflow_graphics/rendering/opengl	rasterization_backend.py rasterization_backend.py	89:113 (30%) 151:175 (29%)	view
23	x 2	tensorflow_graphics/projects/radiance_fields/nerf tensorflow_graphics/projects/radiance_fields/nerf	eval.py train.py	44:70 (17%) 36:63 (28%)	view
22	x 2	tensorflow_graphics/data...s/model/bed/IKEA_MALM_2 tensorflow_graphics/data...s/model/bed/IKEA_MALM_3	obj model.obj model.obj	662:683 (2%) 662:683 (2%)	view
22	x 2	tensorflow_graphics/data...s/model/bed/IKEA_MALM_2 tensorflow_graphics/data...s/model/bed/IKEA_MALM_3	obj model.obj model.obj	548:569 (2%) 548:569 (2%)	view
21	x 2	tensorflow_graphics/data...s/model/bed/IKEA_MALM_2 tensorflow_graphics/data...s/model/bed/IKEA_MALM_3	obj model.obj model.obj	398:418 (2%) 398:418 (2%)	view
21	x 2	tensorflow_graphics/proj...ocal_implicit_grid/core tensorflow_graphics/proj...ocal_implicit_grid/core	model_g2g.py model_g2g.py	124:157 (12%) 215:248 (12%)	view
20	x 2	tensorflow_graphics/data...s/model/bed/IKEA_MALM_2 tensorflow_graphics/data...s/model/bed/IKEA_MALM_3	obj model.obj model.obj	440:459 (2%) 440:459 (2%)	view
19	x 2	tensorflow_graphics/proj...bjects/data_preparation tensorflow_graphics/proj...bjects/data_preparation	extract_protos.py extract_protos.py	221:247 (5%) 362:390 (5%)	view
19	x 2	tensorflow_graphics/nn/loss tensorflow_graphics/nn/loss	chamfer_distance.py hausdorff_distance.py	61:86 (67%) 58:83 (76%)	view
16	x 2	tensorflow_graphics/data...s/model/bed/IKEA_MALM_2 tensorflow_graphics/data...s/model/bed/IKEA_MALM_3	obj model.obj model.obj	423:438 (1%) 423:438 (1%)	view
16	x 2	tensorflow_graphics/proj...cts/train_multi_objects tensorflow_graphics/proj...cts/train_multi_objects	train.py train.py	506:522 (2%) 830:846 (2%)	view
16	x 2	tensorflow_graphics/data...s/model/bed/IKEA_MALM_2 tensorflow_graphics/data...s/model/bed/IKEA_MALM_3	obj model.obj model.obj	359:374 (1%) 359:374 (1%)	view
15	x 2	tensorflow_graphics/proj...ds/sharf/appearance_net tensorflow_graphics/proj...elds/sharf/geometry_net	model.py model.py	121:137 (7%) 141:157 (11%)	view

Duplicated Units

The list of top 1 duplicated units.

See data for all 1 unit duplicate

Size	#	Folders	Files	Lines	Code
14	x 2	tensorflow_graphics/proj...s_to_3Dobjects/networks tensorflow_graphics/proj...nts_to_3Dobjects/models	hourglass.py centernet_vid.py	0:0 0:0	view