huggingface / optimum-executorch 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

23% duplication:

2,068 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
488 duplicated lines

35 duplicates

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

Duplication per Extension

Duplication per Component (primary)

Longest Duplicates

The list of 35 longest duplicates.

See data for all 35 duplicates...

Size	#	Folders	Files	Lines	Code
27	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	390:417 (4%) 939:966 (4%)	view
19	x 2	optimum/executorch/attentions optimum/executorch/attentions	custom_kv_cache.py custom_kv_cache.py	58:96 (8%) 226:264 (8%)	view
19	x 2	optimum/executorch/attentions optimum/executorch/attentions	custom_kv_cache.py custom_kv_cache.py	33:53 (8%) 187:207 (8%)	view
15	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	437:475 (2%) 985:1020 (2%)	view
13	x 2	optimum/exporters/executorch/recipes optimum/exporters/executorch/recipes	coreml.py xnnpack.py	102:115 (20%) 85:98 (22%)	view
12	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	641:675 (1%) 985:1016 (1%)	view
12	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	437:471 (1%) 641:675 (1%)	view
11	x 2	optimum/executorch/attentions optimum/executorch/attentions	custom_sdpa.py custom_sdpa.py	120:130 (11%) 132:142 (11%)	view
11	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	490:507 (1%) 1032:1048 (1%)	view
10	x 2	optimum/executorch/attentions optimum/executorch/attentions	custom_kv_cache.py custom_kv_cache.py	99:116 (4%) 268:283 (4%)	view
10	x 2	optimum/executorch optimum/executorch	stats.py stats.py	32:43 (7%) 106:116 (7%)	view
10	x 2	optimum/executorch/attentions optimum/executorch/attentions	custom_sdpa.py custom_sdpa.py	22:31 (10%) 94:103 (10%)	view
9	x 2	optimum/exporters/executorch/recipes optimum/exporters/executorch/recipes	coreml.py xnnpack.py	23:33 (13%) 26:37 (15%)	view
8	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	594:601 (1%) 814:821 (1%)	view
8	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	509:531 (1%) 729:751 (1%)	view
7	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	419:426 (1%) 968:974 (1%)	view
6	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	808:813 (<1%) 880:885 (<1%)	view
6	x 2	optimum/executorch/attentions optimum/executorch/attentions	custom_kv_cache.py custom_kv_cache.py	353:358 (2%) 381:386 (2%)	view
6	x 2	optimum/exporters/executorch/tasks optimum/exporters/executorch/tasks	asr.py seq2seq_lm.py	53:58 (46%) 53:58 (46%)	view
6	x 2	ROOT ROOT	install_dev.py install_dev.py	31:36 (11%) 40:45 (11%)	view
6	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	773:780 (<1%) 1079:1084 (<1%)	view
6	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	544:551 (<1%) 773:780 (<1%)	view
6	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	544:551 (<1%) 1079:1084 (<1%)	view
6	x 2	optimum/executorch/attentions optimum/executorch/attentions	custom_kv_cache.py custom_kv_cache.py	344:349 (2%) 353:358 (2%)	view
6	x 2	optimum/exporters/executorch/recipes optimum/exporters/executorch/recipes	coreml.py xnnpack.py	39:66 (9%) 43:65 (10%)	view
6	x 2	optimum/executorch/attentions optimum/executorch/attentions	custom_kv_cache.py custom_kv_cache.py	372:377 (2%) 381:386 (2%)	view
6	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	428:435 (<1%) 976:983 (<1%)	view
6	x 2	optimum/executorch/attentions optimum/executorch/attentions	custom_kv_cache.py custom_kv_cache.py	344:349 (2%) 372:377 (2%)	view
6	x 2	optimum/executorch/attentions optimum/executorch/attentions	custom_kv_cache.py custom_kv_cache.py	353:358 (2%) 372:377 (2%)	view
6	x 2	ROOT ROOT	install_dev.py install_dev.py	12:17 (11%) 40:45 (11%)	view
6	x 2	optimum/executorch/attentions optimum/executorch/attentions	custom_kv_cache.py custom_kv_cache.py	344:349 (2%) 381:386 (2%)	view
6	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	513:535 (<1%) 1054:1076 (<1%)	view
6	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	586:591 (<1%) 880:885 (<1%)	view
6	x 2	optimum/executorch optimum/executorch	modeling.py modeling.py	586:591 (<1%) 808:813 (<1%)	view
6	x 2	ROOT ROOT	install_dev.py install_dev.py	12:17 (11%) 31:36 (11%)	view