huggingface / optimum-intel Duplication

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.

Learn more...

Duplication Overall

28% duplication:

28,919 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
8,172 duplicated lines

2,286 duplicates

dependency graphs: 2D graph | 3D graph | 3D graph (with duplicates)...

Duplication per Extension

Duplication per Component (primary)

Longest Duplicates

The list of 50 longest duplicates.

See data for all 2,286 duplicates...

Size	#	Folders	Files	Lines	Code
55	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_patcher.py model_patcher.py	495:579 (1%) 2265:2346 (1%)	view
41	x 2	optimum/exporters/ipex optimum/exporters/ipex	modeling_utils.py modeling_utils.py	704:755 (3%) 818:868 (3%)	view
37	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_visual_language.py modeling_visual_language.py	2771:2809 (1%) 3137:3175 (1%)	view
37	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_open_clip.py modeling_open_clip.py	257:296 (7%) 382:421 (7%)	view
37	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_patcher.py model_patcher.py	3916:3970 (<1%) 4068:4121 (<1%)	view
36	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_patcher.py model_patcher.py	4055:4102 (<1%) 4173:4220 (<1%)	view
32	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_visual_language.py modeling_visual_language.py	2714:2748 (<1%) 3051:3085 (<1%)	view
31	x 2	notebooks/openvino notebooks/openvino	sentence_transformer_quantization.ipynb sentence_transformer_quantization.ipynb	398:428 (4%) 503:533 (4%)	view
31	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_patcher.py model_patcher.py	5047:5087 (<1%) 6145:6185 (<1%)	view
31	x 2	notebooks/openvino notebooks/openvino	sentence_transformer_quantization.ipynb sentence_transformer_quantization.ipynb	450:480 (4%) 555:585 (4%)	view
30	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_patcher.py model_patcher.py	3851:3902 (<1%) 4018:4051 (<1%)	view
29	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_visual_language.py modeling_visual_language.py	2882:2912 (<1%) 3321:3351 (<1%)	view
28	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_configs.py model_configs.py	458:489 (<1%) 657:688 (<1%)	view
27	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_visual_language.py modeling_visual_language.py	2544:2575 (<1%) 3101:3131 (<1%)	view
27	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_configs.py model_configs.py	1769:1796 (<1%) 3964:3991 (<1%)	view
27	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_visual_language.py modeling_visual_language.py	2489:2516 (<1%) 2916:2943 (<1%)	view
27	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_visual_language.py modeling_visual_language.py	2322:2348 (<1%) 3677:3703 (<1%)	view
26	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_patcher.py model_patcher.py	1862:1895 (<1%) 1921:1953 (<1%)	view
25	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_visual_language.py modeling_visual_language.py	1866:1890 (<1%) 3677:3701 (<1%)	view
25	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_visual_language.py modeling_visual_language.py	1866:1890 (<1%) 2322:2346 (<1%)	view
25	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_visual_language.py modeling_visual_language.py	924:948 (<1%) 2491:2515 (<1%)	view
25	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_open_clip.py modeling_open_clip.py	223:252 (4%) 348:377 (4%)	view
25	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_seq2seq.py modeling_seq2seq.py	1139:1168 (2%) 1224:1253 (2%)	view
25	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_visual_language.py modeling_visual_language.py	924:948 (<1%) 2918:2942 (<1%)	view
24	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_visual_language.py modeling_visual_language.py	2667:2690 (<1%) 2991:3014 (<1%)	view
24	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_open_clip.py modeling_open_clip.py	298:322 (4%) 423:447 (4%)	view
24	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_patcher.py model_patcher.py	3916:3951 (<1%) 4186:4220 (<1%)	view
24	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_diffusion.py modeling_diffusion.py	1532:1557 (1%) 1571:1596 (1%)	view
23	x 2	optimum/intel/openvino optimum/intel/openvino	modeling.py modeling.py	300:327 (4%) 450:477 (4%)	view
23	x 2	notebooks/openvino notebooks/openvino	sentence_transformer_quantization.ipynb sentence_transformer_quantization.ipynb	80:102 (3%) 104:126 (3%)	view
23	x 2	notebooks/openvino notebooks/openvino	sentence_transformer_quantization.ipynb sentence_transformer_quantization.ipynb	56:78 (3%) 104:126 (3%)	view
23	x 2	notebooks/openvino notebooks/openvino	sentence_transformer_quantization.ipynb sentence_transformer_quantization.ipynb	56:78 (3%) 80:102 (3%)	view
23	x 2	optimum/intel/openvino optimum/intel/openvino	modeling.py modeling.py	166:193 (4%) 450:477 (4%)	view
23	x 2	optimum/intel/openvino optimum/intel/openvino	modeling.py modeling.py	166:193 (4%) 300:327 (4%)	view
22	x 2	optimum/intel/openvino optimum/intel/openvino	modeling.py modeling.py	231:257 (3%) 300:326 (3%)	view
22	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_patcher.py model_patcher.py	3682:3707 (<1%) 6079:6104 (<1%)	view
22	x 2	optimum/intel/openvino optimum/intel/openvino	modeling.py modeling.py	166:192 (3%) 231:257 (3%)	view
22	x 2	optimum/intel/openvino optimum/intel/openvino	modeling.py modeling.py	231:257 (3%) 450:476 (3%)	view
21	x 2	notebooks/openvino notebooks/openvino	sentence_transformer_quantization.ipynb sentence_transformer_quantization.ipynb	104:124 (3%) 128:148 (3%)	view
21	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_patcher.py model_patcher.py	4098:4127 (<1%) 4222:4249 (<1%)	view
21	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_configs.py model_configs.py	3854:3874 (<1%) 3881:3901 (<1%)	view
21	x 2	optimum/exporters/ipex optimum/exporters/openvino	modeling_utils.py model_patcher.py	259:282 (1%) 1414:1440 (<1%)	view
21	x 2	optimum/intel/openvino optimum/intel/openvino	modeling.py modeling.py	300:324 (3%) 371:395 (3%)	view
21	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_configs.py model_configs.py	3854:3874 (<1%) 3964:3984 (<1%)	view
21	x 2	optimum/intel/openvino optimum/intel/openvino	modeling_base.py modeling_open_clip.py	482:502 (3%) 156:176 (4%)	view
21	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_configs.py model_configs.py	1769:1789 (<1%) 3854:3874 (<1%)	view
21	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_configs.py model_configs.py	1769:1789 (<1%) 3881:3901 (<1%)	view
21	x 2	notebooks/openvino notebooks/openvino	sentence_transformer_quantization.ipynb sentence_transformer_quantization.ipynb	80:100 (3%) 128:148 (3%)	view
21	x 2	optimum/exporters/openvino optimum/exporters/openvino	model_configs.py model_configs.py	3881:3901 (<1%) 3964:3984 (<1%)	view
21	x 2	optimum/intel/openvino optimum/intel/openvino	modeling.py modeling.py	371:395 (3%) 450:474 (3%)	view