huggingface / optimum-onnx 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 544 units with 5,419 lines of code in units (38.7% of code).

2 very long units (636 lines of code)
4 long units (312 lines of code)
32 medium size units (950 lines of code)
97 small units (1,369 lines of code)
409 very small units (2,152 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 __post_init__() in optimum/onnxruntime/training_args.py	418	67	1
def parse_args_onnx() in optimum/commands/export/onnx.py	218	1	1
def _wrap_model() in optimum/onnxruntime/trainer.py	91	23	4
def _unify_onnx_outputs() in optimum/onnx/transformations_utils.py	85	33	3
def __init__() in optimum/onnxruntime/runs/__init__.py	72	7	2
def patched_forward() in optimum/exporters/onnx/model_patcher.py	64	25	2
def generate_dummy_inputs() in optimum/exporters/onnx/base.py	44	16	3
def fit() in optimum/onnxruntime/runs/calibrator.py	44	11	1
def parse_args_onnxruntime_optimize() in optimum/commands/onnxruntime/optimize.py	42	1	1
def validate_provider_availability() in optimum/onnxruntime/utils.py	40	17	1
def to() in optimum/onnxruntime/base.py	37	13	3
def create_optimizer() in optimum/onnxruntime/trainer.py	36	15	1
def parse_args_onnxruntime_quantize() in optimum/commands/onnxruntime/quantize.py	35	1	1
def inputs() in optimum/exporters/onnx/model_configs.py	35	8	1
def check_and_save_model() in optimum/onnx/graph_transformations.py	35	12	3
def main_export() in optimum/exporters/onnx/__main__.py	34	1	0
def run() in optimum/commands/export/onnx.py	33	3	1
def generate_dummy_inputs() in optimum/exporters/onnx/base.py	33	2	3
def run() in optimum/commands/onnxruntime/quantize.py	32	9	1
def _launch_time() in optimum/onnxruntime/runs/__init__.py	32	1	2
def launch_eval() in optimum/onnxruntime/runs/__init__.py	31	2	1
def patched_build_delay_pattern_mask() in optimum/exporters/onnx/model_patcher.py	29	13	4
def main() in optimum/exporters/onnx/__main__.py	28	2	0
def _save() in optimum/onnxruntime/trainer.py	27	9	3
def create_fusion_options() in optimum/onnxruntime/configuration.py	27	4	2
def patched_forward() in optimum/exporters/onnx/model_patcher.py	26	17	2
def add_past_key_values() in optimum/exporters/onnx/model_configs.py	25	9	5
def outputs() in optimum/exporters/onnx/model_configs.py	25	12	1
def __post_init__() in optimum/onnxruntime/configuration.py	25	3	1
def initialize_ort_attributes() in optimum/onnxruntime/base.py	23	9	3
def _from_pretrained() in optimum/onnxruntime/modeling_seq2seq.py	23	1	0
def onnx_export_from_model() in optimum/exporters/onnx/convert.py	22	1	0
def forward() in optimum/onnxruntime/modeling_seq2seq.py	22	3	4
def run() in optimum/commands/onnxruntime/optimize.py	21	8	1
def inputs_for_causal_lm() in optimum/exporters/onnx/model_configs.py	21	3	1
def _create_dummy_input_generator_classes() in optimum/exporters/onnx/config.py	21	1	2
def __init__() in optimum/onnxruntime/modeling_diffusion.py	21	1	0
def _from_pretrained() in optimum/onnxruntime/modeling_decoder.py	21	1	0
def outputs() in optimum/exporters/onnx/base.py	20	10	1
def cast_slice_nodes_inputs_to_int32() in optimum/onnx/graph_transformations.py	20	10	1
def add_past_key_values() in optimum/exporters/onnx/base.py	19	9	5
def _create_dummy_input_generator_classes() in optimum/exporters/onnx/model_configs.py	19	3	2
def outputs() in optimum/exporters/onnx/model_configs.py	19	8	1
def add_past_key_values() in optimum/exporters/onnx/model_configs.py	19	8	5
def check_optimization_supported_model() in optimum/onnxruntime/utils.py	19	3	3
def _get_weights_to_tie() in optimum/onnx/transformations_utils.py	19	5	2
def ordered_inputs() in optimum/exporters/onnx/base.py	18	6	3
def inputs() in optimum/exporters/onnx/model_configs.py	18	6	1
def outputs() in optimum/exporters/onnx/model_configs.py	18	7	1
def inputs() in optimum/exporters/onnx/model_configs.py	18	6	1