huggingface / optimum 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 1,180 units with 12,176 lines of code in units (44.2% of code).

4 very long units (1,067 lines of code)
23 long units (1,583 lines of code)
87 medium size units (2,641 lines of code)
195 small units (2,735 lines of code)
871 very small units (4,150 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 quantize_model() in optimum/gptq/quantizer.py	238	42	3
def parse_args_onnx() in optimum/commands/export/onnx.py	224	1	1
def parse_args_tflite() in optimum/commands/export/tflite.py	187	2	1
def main() in optimum/exporters/tflite/__main__.py	99	16	0
def _wrap_model() in optimum/onnxruntime/trainer.py	91	23	4
def forward() in optimum/bettertransformer/models/encoder_models.py	89	17	7
def forward() in optimum/bettertransformer/models/encoder_models.py	87	17	7
def _unify_onnx_outputs() in optimum/onnx/transformations_utils.py	85	33	3
def forward() in optimum/bettertransformer/models/encoder_models.py	80	16	6
def run() in optimum/fx/parallelization/passes.py	77	31	4
def forward() in optimum/bettertransformer/models/encoder_models.py	73	13	4
def forward() in optimum/bettertransformer/models/encoder_models.py	73	12	4
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 __init__() in optimum/bettertransformer/models/encoder_models.py	63	1	3
def __init__() in optimum/bettertransformer/models/encoder_models.py	62	1	3
def __init__() in optimum/bettertransformer/models/encoder_models.py	61	1	3
def __init__() in optimum/bettertransformer/models/encoder_models.py	61	1	3
def __init__() in optimum/bettertransformer/models/encoder_models.py	58	1	3
def __init__() in optimum/bettertransformer/models/encoder_models.py	58	1	3
def __init__() in optimum/bettertransformer/models/encoder_models.py	57	1	3
def __init__() in optimum/bettertransformer/models/encoder_models.py	56	1	3
def __init__() in optimum/bettertransformer/models/encoder_models.py	56	2	3
def __init__() in optimum/bettertransformer/models/encoder_models.py	55	1	3
def _replace_by_quant_layers() in optimum/gptq/quantizer.py	54	13	4
def __init__() in optimum/bettertransformer/models/encoder_models.py	52	1	3
def forward() in optimum/bettertransformer/models/encoder_models.py	48	13	7
def forward() in optimum/bettertransformer/models/encoder_models.py	46	12	6
def __init__() in optimum/runs_base.py	45	4	2
def reverse() in optimum/bettertransformer/transformation.py	45	21	1
def run() in optimum/fx/parallelization/passes.py	45	14	4
def fit() in optimum/onnxruntime/runs/calibrator.py	44	11	1
def generate_dummy_inputs() in optimum/exporters/onnx/base.py	44	16	3
def transform() in optimum/fx/optimization/transformations.py	43	16	2
def parse_args_onnxruntime_optimize() in optimum/onnxruntime/subpackage/commands/optimize.py	42	1	1
def forward() in optimum/bettertransformer/models/encoder_models.py	41	11	5
def __init__() in optimum/fx/parallelization/parallel_layers/linear.py	41	6	4
def validate_provider_availability() in optimum/onnxruntime/utils.py	40	17	1
def set_last_layer() in optimum/bettertransformer/transformation.py	39	16	1
def propagate() in optimum/fx/parallelization/op_registry/op_handlers.py	39	3	1
def to() in optimum/onnxruntime/base.py	37	13	3
def __init__() in optimum/fx/parallelization/parallel_layers/linear.py	37	5	4
def create_optimizer() in optimum/onnxruntime/trainer.py	36	15	1
def compose() in optimum/fx/optimization/transformations.py	36	5	2
def check_and_save_model() in optimum/onnx/graph_transformations.py	35	12	3
def generate() in optimum/utils/input_generators.py	35	4	5
def parse_args_onnxruntime_quantize() in optimum/onnxruntime/subpackage/commands/quantize.py	35	1	1
def inputs() in optimum/exporters/onnx/model_configs.py	35	8	1
def get_musicgen_models_for_export() in optimum/exporters/utils.py	35	2	3