huggingface / optimum-intel Unit Size

Intro

Unit size measurements show the distribution of size of units of code (methods, functions...).
Units are classified in four categories based on their size (lines of code): 1-20 (small units), 20-50 (medium size units), 51-100 (long units), 101+ (very long units).
You should aim at keeping units small (< 20 lines). Long units may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.

Learn more...

Unit Size Overall

There are 1,387 units with 12,053 lines of code in units (40.4% of code).

6 very long units (929 lines of code)
12 long units (861 lines of code)
75 medium size units (2,156 lines of code)
222 small units (3,099 lines of code)
1,072 very small units (5,008 lines of code)

Legend:

101+

51-100

21-50

11-20

1-10

Unit Size per Extension

101+

51-100

21-50

11-20

1-10

Unit Size per Logical Component

primary logical decomposition

101+

51-100

21-50

11-20

1-10

Alternative Visuals

3D view of all units

Longest Units

Top 50 longest units

Unit	# lines	McCabe index	# params
def parse_args_openvino() in optimum/commands/export/openvino.py	234	1	1
def run() in optimum/commands/export/openvino.py	189	55	1
def __enter__() in optimum/exporters/openvino/model_patcher.py	138	16	1
def __enter__() in optimum/exporters/openvino/model_patcher.py	127	18	1
def _rmtree() in optimum/intel/openvino/utils.py	126	16	6
def post_init() in optimum/intel/openvino/configuration.py	115	54	1
def patch_qwen2vl_vision_blocks() in optimum/exporters/openvino/model_patcher.py	98	7	2
def build_from_quantization_config() in optimum/intel/openvino/quantization.py	93	21	2
def get_sd3_models_for_export() in optimum/exporters/openvino/convert.py	88	4	4
def init_model_configs() in optimum/exporters/openvino/model_configs.py	79	9	0
def get_flux_models_for_export() in optimum/exporters/openvino/convert.py	76	3	4
def get_model_for_behavior() in optimum/exporters/openvino/model_configs.py	70	16	3
def is_openvino_tokenizers_available() in optimum/intel/utils/import_utils.py	68	14	0
def get_ltx_video_models_for_export() in optimum/exporters/openvino/convert.py	66	1	4
def get_sana_models_for_export() in optimum/exporters/openvino/convert.py	59	1	4
def reshape() in optimum/intel/openvino/modeling_diffusion.py	57	15	6
def __call__() in optimum/intel/openvino/modeling_diffusion.py	55	25	3
def pack_image_features() in optimum/intel/openvino/modeling_visual_language.py	52	7	4
def get_vision_embeddings() in optimum/intel/openvino/modeling_visual_language.py	48	12	4
def _llama_gemma_update_causal_mask_legacy() in optimum/exporters/openvino/model_patcher.py	46	17	5
def _save_pretrained() in optimum/intel/openvino/modeling_diffusion.py	46	14	3
def get_window_index() in optimum/intel/openvino/modeling_visual_language.py	45	2	2
def patch_model_with_bettertransformer() in optimum/exporters/openvino/model_patcher.py	42	13	1
def _rmtree() in optimum/intel/openvino/utils.py	42	21	4
def get_vision_embeddings() in optimum/intel/openvino/modeling_visual_language.py	42	8	4
def compute_loss() in optimum/intel/neural_compressor/trainer.py	41	18	5
def _quantization_config_from_dict() in optimum/intel/openvino/configuration.py	41	20	2
def gpt_bigcode_attn() in optimum/exporters/openvino/model_patcher.py	39	16	6
def generate_dummy_inputs() in optimum/exporters/openvino/model_configs.py	39	14	3
def bind_cores_for_best_perf() in optimum/intel/utils/modeling_utils.py	39	9	0
def pack_image_features() in optimum/intel/openvino/modeling_visual_language.py	39	6	4
def _gptj_attn() in optimum/exporters/openvino/model_patcher.py	38	18	6
def patched_forward() in optimum/exporters/openvino/model_patcher.py	38	14	2
def _deduplicate_inputs() in optimum/intel/openvino/modeling_decoder.py	37	13	2
def __enter__() in optimum/exporters/openvino/model_patcher.py	36	4	1
def generate_dummy_inputs() in optimum/exporters/openvino/model_configs.py	36	13	3
def _save() in optimum/intel/neural_compressor/trainer.py	35	14	3
def forward() in optimum/intel/openvino/modeling.py	33	9	5
def dynamic_preprocess() in optimum/intel/openvino/modeling_visual_language.py	33	10	5
def get_vision_embeddings() in optimum/intel/openvino/modeling_visual_language.py	33	3	4
def post_init() in optimum/intel/openvino/configuration.py	32	8	1
def generate() in optimum/intel/ipex/modeling_base.py	30	15	3
def _expand_outputs_for_generation() in optimum/intel/openvino/modeling_decoder.py	29	14	4
def __enter__() in optimum/exporters/openvino/model_patcher.py	28	10	1
def patched_forward() in optimum/exporters/openvino/model_patcher.py	28	9	2
def from_pretrained() in optimum/intel/neural_compressor/modeling_diffusion.py	28	13	3
def forward() in optimum/intel/openvino/modeling_visual_language.py	28	1	0
def deepseek_moe_infer() in optimum/exporters/openvino/model_patcher.py	27	4	4
def get_vision_position_ids() in optimum/exporters/openvino/model_configs.py	27	2	1
def to_nncf_dict() in optimum/intel/openvino/configuration.py	27	9	1