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unit: def from_pretrained()
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unit: def deepseek_moe_infer()
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unit: def llama4_moe_forward()
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unit: def _print_compiled_model_properties()
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unit: def reshape()
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unit: def reshape_hd_patches_2x2merge()
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number of parameters: 1

id: 617
unit: def get_vision_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 4

id: 618
unit: def add_image_newline()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 619
unit: def get_rope_index()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 620
unit: def preprocess_inputs()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 621
unit: def convert_class()
file: optimum/exporters/ipex/model_patcher.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 5

id: 622
unit: def _patch_qwen2_model()
file: optimum/exporters/ipex/model_patcher.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 623
unit: def rope()
file: optimum/exporters/ipex/modeling_utils.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 624
unit: def __init__()
file: optimum/exporters/ipex/modeling_utils.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 625
unit: def forward()
file: optimum/exporters/ipex/modeling_utils.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 626
unit: def __init__()
file: optimum/exporters/ipex/modeling_utils.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 627
unit: def __init__()
file: optimum/exporters/ipex/model_config.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 628
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 629
unit: def __enter__()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 630
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 631
unit: def create_sinusoidal_positions()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 4

id: 632
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 2
number of parameters: 4

id: 633
unit: def _mpt_sdpa_attention_forward()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 634
unit: def repeat_kv()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 635
unit: def __enter__()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 636
unit: def repeat_kv()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 637
unit: def apply_rotary_pos_emb()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 5

id: 638
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 639
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 640
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 641
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 642
unit: def apply_rotary_pos_emb()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 1
number of parameters: 6

id: 643
unit: def repeat_kv()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 644
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 645
unit: def _minicpmv_siglip_vis_embed_forward()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 646
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 647
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 2
number of parameters: 4

id: 648
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 6 LOC
McCabe index: 2
number of parameters: 4

id: 649
unit: def __enter__()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 650
unit: def patched_decoder_forward()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 651
unit: def forward()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 652
unit: def _save_model()
file: optimum/exporters/openvino/convert.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 653
unit: def export_tokenizer()
file: optimum/exporters/openvino/convert.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 654
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 655
unit: def generate()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 656
unit: def rename_ambiguous_inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 657
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 658
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 659
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 660
unit: def __init__()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 661
unit: def load_openvino_model()
file: optimum/intel/pipelines/pipeline_base.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 662
unit: def generate()
file: optimum/intel/neural_compressor/modeling_base.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 663
unit: def __init__()
file: optimum/intel/neural_compressor/configuration.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 664
unit: def _is_patched_with_ipex()
file: optimum/intel/ipex/modeling_base.py
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end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 3

id: 665
unit: def __init__()
file: optimum/intel/ipex/modeling_base.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 666
unit: def postprocess_ipex_paged_cache()
file: optimum/intel/ipex/modeling_base.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 667
unit: def get_model_device()
file: optimum/intel/utils/modeling_utils.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 668
unit: def _find_files_matching_pattern()
file: optimum/intel/utils/modeling_utils.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 669
unit: def get_int_from_env()
file: optimum/intel/utils/modeling_utils.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 670
unit: def _infer_library_from_model_name_or_path()
file: optimum/intel/utils/modeling_utils.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 671
unit: def infer_library_from_model()
file: optimum/intel/utils/modeling_utils.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 672
unit: def batch_size()
file: optimum/intel/openvino/modeling_diffusion.py
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size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 673
unit: def __init__()
file: optimum/intel/openvino/modeling_diffusion.py
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end line: 0
size: 6 LOC
McCabe index: 5
number of parameters: 4

id: 674
unit: def forward()
file: optimum/intel/openvino/modeling_diffusion.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 675
unit: def forward()
file: optimum/intel/openvino/modeling_diffusion.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 676
unit: def push_to_hub()
file: optimum/intel/openvino/modeling_open_clip.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 677
unit: def __init__()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 678
unit: def _get_calibration_dataloader()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 679
unit: def _quantize_ovbasemodel()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 680
unit: def _full_quantization()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 681
unit: def _get_past_length()
file: optimum/intel/openvino/modeling_seq2seq.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 682
unit: def compile()
file: optimum/intel/openvino/modeling_text2speech.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 683
unit: def compile()
file: optimum/intel/openvino/modeling_decoder.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 684
unit: def _update_model_kwargs_for_generation()
file: optimum/intel/openvino/modeling_decoder.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 685
unit: def forward()
file: optimum/intel/openvino/modeling.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 686
unit: def forward()
file: optimum/intel/openvino/modeling.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 687
unit: def forward()
file: optimum/intel/openvino/modeling.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 688
unit: def forward()
file: optimum/intel/openvino/modeling.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 689
unit: def forward()
file: optimum/intel/openvino/modeling.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 690
unit: def get_default_int4_config()
file: optimum/intel/openvino/configuration.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 691
unit: def forward()
file: optimum/intel/openvino/modeling_visual_language.py
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size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 692
unit: def compile()
file: optimum/intel/openvino/modeling_visual_language.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 693
unit: def _ov_submodel_names()
file: optimum/intel/openvino/modeling_visual_language.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 694
unit: def get_vision_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 695
unit: def load_image()
file: optimum/intel/openvino/modeling_visual_language.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 696
unit: def _adjust_pos_cache()
file: optimum/intel/openvino/modeling_visual_language.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 697
unit: def _get_2d_sincos_pos_embed_from_grid()
file: optimum/intel/openvino/modeling_visual_language.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 698
unit: def _update_model_kwargs_for_generation()
file: optimum/intel/openvino/modeling_visual_language.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 699
unit: def get_rope_index()
file: optimum/intel/openvino/modeling_visual_language.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 700
unit: def _update_model_kwargs_for_generation()
file: optimum/intel/openvino/modeling_visual_language.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 701
unit: def _update_model_kwargs_for_generation()
file: optimum/intel/openvino/modeling_visual_language.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 702
unit: def get_vision_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
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size: 6 LOC
McCabe index: 5
number of parameters: 4

id: 703
unit: def convert_functions()
file: optimum/exporters/ipex/model_patcher.py
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size: 5 LOC
McCabe index: 3
number of parameters: 4

id: 704
unit: def patch_op()
file: optimum/exporters/ipex/model_patcher.py
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size: 5 LOC
McCabe index: 3
number of parameters: 4

id: 705
unit: def _patch_llama_model()
file: optimum/exporters/ipex/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 706
unit: def _patch_mistral_model()
file: optimum/exporters/ipex/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 707
unit: def postprocess_attention_output()
file: optimum/exporters/ipex/modeling_utils.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 708
unit: def has_flash_attn()
file: optimum/exporters/ipex/modeling_utils.py
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size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 709
unit: def update()
file: optimum/exporters/ipex/cache_utils.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 710
unit: def fuse_cache_reorder()
file: optimum/exporters/openvino/stateful.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 711
unit: def _reinitialize_cos_sin_cached_fp32()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 712
unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 713
unit: def _qwen_rotate_half()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 714
unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 715
unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 716
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 3
number of parameters: 4

id: 717
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 3
number of parameters: 4

id: 718
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 3
number of parameters: 4

id: 719
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 3
number of parameters: 4

id: 720
unit: def __enter__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 721
unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 722
unit: def __enter__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 723
unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 724
unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 725
unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 726
unit: def __init__()
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 727
unit: def __init__()
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 728
unit: def __enter__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 729
unit: def _minicpmv_siglip_attn_forward()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

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unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 731
unit: def __init__()
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 732
unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

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unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 734
unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 735
unit: def __enter__()
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McCabe index: 2
number of parameters: 1

id: 736
unit: def __init__()
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size: 5 LOC
McCabe index: 1
number of parameters: 0

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unit: def __init__()
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McCabe index: 1
number of parameters: 0

id: 738
unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 739
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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McCabe index: 3
number of parameters: 4

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unit: def __init__()
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McCabe index: 1
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unit: def __init__()
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 742
unit: def __init__()
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 743
unit: def __init__()
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 744
unit: def __exit__()
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size: 5 LOC
McCabe index: 3
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id: 745
unit: def __init__()
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size: 5 LOC
McCabe index: 1
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id: 746
unit: def __enter__()
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McCabe index: 2
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id: 747
unit: def __exit__()
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id: 748
unit: def __enter__()
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size: 5 LOC
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unit: def __exit__()
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size: 5 LOC
McCabe index: 2
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unit: def __enter__()
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size: 5 LOC
McCabe index: 2
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unit: def __exit__()
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McCabe index: 2
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unit: def __enter__()
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McCabe index: 2
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unit: def __exit__()
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McCabe index: 2
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unit: def __enter__()
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size: 5 LOC
McCabe index: 2
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id: 755
unit: def __exit__()
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size: 5 LOC
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unit: def __init__()
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 757
unit: def patched_postnet_forward()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 758
unit: def __init__()
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McCabe index: 1
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unit: def __init__()
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id: 760
unit: def __init__()
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McCabe index: 1
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id: 761
unit: def __init__()
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 762
unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 763
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 764
unit: def rename_ambiguous_inputs()
file: optimum/exporters/openvino/model_configs.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 765
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 766
unit: def generate()
file: optimum/exporters/openvino/model_configs.py
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size: 5 LOC
McCabe index: 2
number of parameters: 5

id: 767
unit: def generate()
file: optimum/exporters/openvino/model_configs.py
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size: 5 LOC
McCabe index: 2
number of parameters: 5

id: 768
unit: def generate()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 5

id: 769
unit: def rename_ambiguous_inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 770
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 771
unit: def rename_ambiguous_inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 772
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 773
unit: def generate()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 5

id: 774
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 775
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 776
unit: def inputs()
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size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 777
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 778
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 779
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 780
unit: def save_model()
file: optimum/intel/neural_compressor/trainer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 3

id: 781
unit: def evaluate()
file: optimum/intel/neural_compressor/trainer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 782
unit: def predict()
file: optimum/intel/neural_compressor/trainer.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 783
unit: def get_model_sparsity()
file: optimum/intel/neural_compressor/trainer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 784
unit: def model_dtype()
file: optimum/intel/ipex/modeling_base.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 785
unit: def forward()
file: optimum/intel/ipex/modeling_base.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 786
unit: def forward()
file: optimum/intel/ipex/modeling_base.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 787
unit: def is_torch_version()
file: optimum/intel/utils/import_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 788
unit: def _reshape_text_encoder()
file: optimum/intel/openvino/modeling_diffusion.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 4

id: 789
unit: def __init__()
file: optimum/intel/openvino/modeling_diffusion.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 790
unit: def forward()
file: optimum/intel/openvino/modeling_diffusion.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 791
unit: def forward()
file: optimum/intel/openvino/modeling_open_clip.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 792
unit: def save_pretrained()
file: optimum/intel/openvino/modeling_open_clip.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 793
unit: def half()
file: optimum/intel/openvino/modeling_sam.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 794
unit: def __getattr__()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 795
unit: def infer()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 796
unit: def __init__()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 797
unit: def _prepare_visual_causal_lm_calibration_data()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 798
unit: def disable_progress_bar()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 799
unit: def _prepare_text_encoder_model_calibration_data()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 800
unit: def _prepare_text_image_encoder_model_calibration_data()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 801
unit: def get_processor()
file: optimum/intel/openvino/quantization.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 802
unit: def __init__()
file: optimum/intel/openvino/quantization.py
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size: 5 LOC
McCabe index: 1
number of parameters: 5

id: 803
unit: def _weight_only_quantization()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 804
unit: def _mixed_quantization()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 805
unit: def _ov_submodel_names()
file: optimum/intel/openvino/modeling_seq2seq.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 806
unit: def encoder_model()
file: optimum/intel/openvino/modeling_seq2seq.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 807
unit: def decoder_model()
file: optimum/intel/openvino/modeling_seq2seq.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 808
unit: def decoder_with_past_model()
file: optimum/intel/openvino/modeling_seq2seq.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 809
unit: def forward()
file: optimum/intel/openvino/modeling_seq2seq.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 810
unit: def _from_pretrained()
file: optimum/intel/openvino/modeling_seq2seq.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 811
unit: def _compile_model()
file: optimum/intel/openvino/modeling_base.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 812
unit: def _save_openvino_config()
file: optimum/intel/openvino/modeling_base.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 3

id: 813
unit: def compile()
file: optimum/intel/openvino/modeling_base.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 814
unit: def _from_pretrained()
file: optimum/intel/openvino/modeling_text2speech.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 815
unit: def normalized_config()
file: optimum/intel/openvino/modeling_decoder.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 816
unit: def prepare_inputs_for_generation()
file: optimum/intel/openvino/modeling_decoder.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 7
number of parameters: 4

id: 817
unit: def _from_pretrained()
file: optimum/intel/openvino/modeling.py
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size: 5 LOC
McCabe index: 2
number of parameters: 6

id: 818
unit: def forward()
file: optimum/intel/openvino/modeling.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 819
unit: def forward()
file: optimum/intel/openvino/modeling.py
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McCabe index: 1
number of parameters: 0

id: 820
unit: def forward()
file: optimum/intel/openvino/modeling.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 821
unit: def forward()
file: optimum/intel/openvino/modeling.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 822
unit: def to_dict()
file: optimum/intel/openvino/configuration.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 823
unit: def to_dict()
file: optimum/intel/openvino/configuration.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 824
unit: def compile()
file: optimum/intel/openvino/modeling_visual_language.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 825
unit: def half()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 826
unit: def get_vision_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 4

id: 827
unit: def forward_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 5

id: 828
unit: def reset()
file: optimum/exporters/ipex/cache_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 829
unit: def model_has_state()
file: optimum/exporters/openvino/stateful.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 830
unit: def remove_parameters_by_names()
file: optimum/exporters/openvino/stateful.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 831
unit: def patch_stateful()
file: optimum/exporters/openvino/stateful.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 832
unit: def unpatch_update_causal_mask()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 4
number of parameters: 3

id: 833
unit: def rotate_half()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 834
unit: def rotate_half()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 835
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 836
unit: def rotate_half()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 837
unit: def rotate_half()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 838
unit: def rotate_half()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 839
unit: def rotate_half()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 840
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 841
unit: def patched_forward()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 842
unit: def patched_forward()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 843
unit: def maira_vision_embed_forward()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 844
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 845
unit: def rotate_half()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 846
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 847
unit: def rotate_half()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 848
unit: def rotate_half()
file: optimum/exporters/openvino/model_patcher.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 849
unit: def speecht5_decoder_prenet_forward()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 850
unit: def patched_vocoder_forward()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 851
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 852
unit: def rename_ambiguous_inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 853
unit: def generate_dummy_inputs()
file: optimum/exporters/openvino/model_configs.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 854
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 855
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 856
unit: def rename_ambiguous_inputs()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 857
unit: def rename_ambiguous_inputs()
file: optimum/exporters/openvino/model_configs.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 858
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 859
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 860
unit: def generate_dummy_inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 3

id: 861
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 862
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 863
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 864
unit: def generate()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 5

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unit: def inputs()
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 866
unit: def outputs()
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size: 4 LOC
McCabe index: 1
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id: 867
unit: def inputs()
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 868
unit: def outputs()
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size: 4 LOC
McCabe index: 1
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id: 869
unit: def inputs()
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size: 4 LOC
McCabe index: 1
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id: 870
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 871
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 872
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 873
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 874
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 875
unit: def to()
file: optimum/intel/neural_compressor/modeling_base.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 876
unit: def from_pretrained()
file: optimum/intel/ipex/modeling_base.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 877
unit: def is_transformers_version()
file: optimum/intel/utils/import_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 878
unit: def is_tokenizers_version()
file: optimum/intel/utils/import_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 879
unit: def is_neural_compressor_version()
file: optimum/intel/utils/import_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 880
unit: def is_openvino_version()
file: optimum/intel/utils/import_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 881
unit: def is_nncf_version()
file: optimum/intel/utils/import_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 882
unit: def is_diffusers_version()
file: optimum/intel/utils/import_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 883
unit: def is_ipex_version()
file: optimum/intel/utils/import_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 884
unit: def is_timm_version()
file: optimum/intel/utils/import_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 885
unit: def is_datasets_version()
file: optimum/intel/utils/import_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 886
unit: def is_sentence_transformers_version()
file: optimum/intel/utils/import_utils.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 887
unit: def __getattr__()
file: optimum/intel/utils/import_utils.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 888
unit: def to()
file: optimum/intel/openvino/modeling_diffusion.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 889
unit: def forward()
file: optimum/intel/openvino/modeling_open_clip.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 890
unit: def forward()
file: optimum/intel/openvino/modeling_open_clip.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 891
unit: def to()
file: optimum/intel/openvino/modeling_open_clip.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 892
unit: def reshape()
file: optimum/intel/openvino/modeling_open_clip.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 5

id: 893
unit: def half()
file: optimum/intel/openvino/modeling_open_clip.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 894
unit: def is_dynamic()
file: optimum/intel/openvino/modeling_sam.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 895
unit: def __init__()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 896
unit: def __getattr__()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 897
unit: def _get_hybrid_mixed_quantization_config()
file: optimum/intel/openvino/quantization.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 898
unit: def _cleanup()
file: optimum/intel/openvino/utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 5

id: 899
unit: def __init__()
file: optimum/intel/openvino/modeling.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 900
unit: def forward()
file: optimum/intel/openvino/modeling.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 901
unit: def from_pretrained()
file: optimum/intel/openvino/modeling_timm.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 902
unit: def get_ignored_scope_instance()
file: optimum/intel/openvino/configuration.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 903
unit: def to_dict()
file: optimum/intel/openvino/configuration.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 904
unit: def post_init()
file: optimum/intel/openvino/configuration.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 905
unit: def embed_tokens()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 906
unit: def __init__()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 3

id: 907
unit: def _component_names()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 908
unit: def to()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 909
unit: def get_text_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 910
unit: def __init__()
file: optimum/intel/openvino/modeling_visual_language.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 911
unit: def forward()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 912
unit: def get_vision_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 4

id: 913
unit: def get_vision_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 4
number of parameters: 4

id: 914
unit: def get_audio_features()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 915
unit: def convert_func()
file: optimum/exporters/ipex/model_patcher.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 916
unit: def _patch_bert_model()
file: optimum/exporters/ipex/model_patcher.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 917
unit: def _patch_vit_model()
file: optimum/exporters/ipex/model_patcher.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 918
unit: def get_consumer_nodes()
file: optimum/exporters/openvino/stateful.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 919
unit: def ov_compatible_repeat_interleave()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 920
unit: def __enter__()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 921
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 4

id: 922
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 923
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 924
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 925
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 926
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 927
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 928
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 929
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 930
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 931
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 932
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 933
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 934
unit: def __enter__()
file: optimum/exporters/openvino/model_patcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 935
unit: def __enter__()
file: optimum/exporters/openvino/model_patcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 936
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 937
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 938
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 939
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 940
unit: def __exit__()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 941
unit: def generate_dummy_inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 942
unit: def with_behavior()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 943
unit: def with_behavior()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 944
unit: def with_behavior()
file: optimum/exporters/openvino/model_configs.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 945
unit: def with_behavior()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 946
unit: def generate()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 5

id: 947
unit: def with_behavior()
file: optimum/exporters/openvino/model_configs.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 948
unit: def with_behavior()
file: optimum/exporters/openvino/model_configs.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 949
unit: def with_behavior()
file: optimum/exporters/openvino/model_configs.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 950
unit: def with_behavior()
file: optimum/exporters/openvino/model_configs.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 951
unit: def with_behavior()
file: optimum/exporters/openvino/model_configs.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 952
unit: def with_behavior()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 953
unit: def _remove_unused_columns()
file: optimum/intel/neural_compressor/quantization.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 954
unit: def eval()
file: optimum/intel/neural_compressor/modeling_base.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 955
unit: def _get_logits()
file: optimum/intel/neural_compressor/trainer.py
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end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 956
unit: def _get_logits()
file: optimum/intel/neural_compressor/trainer.py
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end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 957
unit: def __init__()
file: optimum/intel/ipex/modeling_sentence_transformers.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 958
unit: def push_to_hub()
file: optimum/intel/ipex/modeling_base.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 959
unit: def eval()
file: optimum/intel/ipex/modeling_base.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 960
unit: def to()
file: optimum/intel/ipex/modeling_base.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 961
unit: def _infer_library_from_model_or_model_class()
file: optimum/intel/utils/modeling_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 962
unit: def compile()
file: optimum/intel/openvino/modeling_diffusion.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 963
unit: def __init__()
file: optimum/intel/openvino/modeling_open_clip.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 5

id: 964
unit: def __init__()
file: optimum/intel/openvino/modeling_open_clip.py
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size: 3 LOC
McCabe index: 1
number of parameters: 5

id: 965
unit: def compile()
file: optimum/intel/openvino/modeling_open_clip.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 966
unit: def compile()
file: optimum/intel/openvino/modeling_sam.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 967
unit: def _ov_submodel_names()
file: optimum/intel/openvino/modeling_sam.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 968
unit: def _remove_unused_columns()
file: optimum/intel/openvino/quantization.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 969
unit: def _save_pretrained()
file: optimum/intel/openvino/quantization.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 970
unit: def _add_nncf_version_flag()
file: optimum/intel/openvino/quantization.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 971
unit: def compile()
file: optimum/intel/openvino/modeling_seq2seq.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 972
unit: def __init__()
file: optimum/intel/openvino/modeling_seq2seq.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 973
unit: def _save_pretrained()
file: optimum/intel/openvino/modeling_sentence_transformers.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 974
unit: def load_model()
file: optimum/intel/openvino/modeling_base.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 975
unit: def cleanup()
file: optimum/intel/openvino/utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 976
unit: def _ov_submodel_names()
file: optimum/intel/openvino/modeling_text2speech.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 977
unit: def reshape()
file: optimum/intel/openvino/modeling_decoder.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 978
unit: def _make_stateful()
file: optimum/intel/openvino/modeling_decoder.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 979
unit: def from_pretrained()
file: optimum/intel/openvino/modeling_timm.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 980
unit: def forward()
file: optimum/intel/openvino/modeling_timm.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 981
unit: def _initialize_quantization_config()
file: optimum/intel/openvino/configuration.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 982
unit: def forward()
file: optimum/intel/openvino/modeling_visual_language.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 983
unit: def forward()
file: optimum/intel/openvino/modeling_visual_language.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 984
unit: def forward()
file: optimum/intel/openvino/modeling_visual_language.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 985
unit: def reshape()
file: optimum/intel/openvino/modeling_visual_language.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 986
unit: def _set_2d_pos_cache()
file: optimum/intel/openvino/modeling_visual_language.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 987
unit: def parse_args()
file: optimum/commands/neural_compressor/quantize.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 988
unit: def parse_args()
file: optimum/commands/export/openvino.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 989
unit: def _ipex_rms_layer_norm_forward()
file: optimum/exporters/ipex/modeling_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 990
unit: def qkv_gemm()
file: optimum/exporters/ipex/modeling_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 991
unit: def rope()
file: optimum/exporters/ipex/modeling_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 992
unit: def __init__()
file: optimum/exporters/ipex/modeling_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 993
unit: def __init__()
file: optimum/exporters/ipex/modeling_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 994
unit: def get_seq_length()
file: optimum/exporters/ipex/cache_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 995
unit: def get_max_length()
file: optimum/exporters/ipex/cache_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 996
unit: def model_has_input_output_name()
file: optimum/exporters/openvino/stateful.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 997
unit: def ensure_model_type_support_stateful()
file: optimum/exporters/openvino/stateful.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 998
unit: def get_input_nodes()
file: optimum/exporters/openvino/stateful.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 999
unit: def get_read_value_ops()
file: optimum/exporters/openvino/stateful.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 1000
unit: def get_shape_of_ops()
file: optimum/exporters/openvino/stateful.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 1001
unit: def patch_update_causal_mask()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1002
unit: def _dbrx_experts_forward()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1003
unit: def _dbrx_update_causal_mask_legacy()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1004
unit: def __init__()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1005
unit: def forward()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1006
unit: def phi3_vision_embeddings_forward()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1007
unit: def image_embed_forward()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1008
unit: def _gemma3_mm_update_causal_mask()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1009
unit: def forward()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1010
unit: def patched_encoder_forward()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1011
unit: def get_img_features_legacy()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1012
unit: def get_img_features()
file: optimum/exporters/openvino/model_patcher.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1013
unit: def llama4_apply_rotary_emb()
file: optimum/exporters/openvino/model_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1014
unit: def get_diffusion_models_for_export_ext()
file: optimum/exporters/openvino/convert.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1015
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1016
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1017
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1018
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1019
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1020
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1021
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1022
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1023
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1024
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1025
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1026
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1027
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1028
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1029
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1030
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1031
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1032
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1033
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1034
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1035
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1036
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1037
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1038
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1039
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1040
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1041
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1042
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1043
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1044
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1045
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1046
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1047
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1048
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1049
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1050
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1051
unit: def generate_dummy_inputs_for_validation()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1052
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1053
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1054
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1055
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1056
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1057
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1058
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1059
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1060
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1061
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1062
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1063
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1064
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1065
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1066
unit: def inputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1067
unit: def outputs()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1068
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1069
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1070
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1071
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1072
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1073
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1074
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1075
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1076
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1077
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1078
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1079
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1080
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1081
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1082
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1083
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1084
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1085
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1086
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1087
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1088
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1089
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1090
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1091
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1092
unit: def patch_model_for_export()
file: optimum/exporters/openvino/model_configs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1093
unit: def from_pretrained()
file: optimum/intel/neural_compressor/quantization.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1094
unit: def forward()
file: optimum/intel/neural_compressor/modeling_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1095
unit: def device()
file: optimum/intel/neural_compressor/modeling_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1096
unit: def can_generate()
file: optimum/intel/neural_compressor/modeling_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1097
unit: def _inner_training_loop()
file: optimum/intel/neural_compressor/trainer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1098
unit: def _load_model()
file: optimum/intel/ipex/modeling_sentence_transformers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 7

id: 1099
unit: def _save_pretrained()
file: optimum/intel/ipex/modeling_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1100
unit: def forward()
file: optimum/intel/ipex/modeling_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1101
unit: def device()
file: optimum/intel/ipex/modeling_base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1102
unit: def dtype()
file: optimum/intel/ipex/modeling_base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1103
unit: def add_patch()
file: optimum/intel/ipex/modeling_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1104
unit: def can_generate()
file: optimum/intel/ipex/modeling_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1105
unit: def _prepare_generation_config()
file: optimum/intel/ipex/modeling_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1106
unit: def _reorder_cache()
file: optimum/intel/ipex/modeling_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1107
unit: def prepare_inputs_for_generation()
file: optimum/intel/ipex/modeling_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
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unit: def __init__()
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unit: def from_pretrained()
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unit: def __init__()
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unit: def from_pretrained()
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unit: def __init__()
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unit: def from_pretrained()
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unit: def __init__()
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unit: def from_pretrained()
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unit: def from_pretrained()
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unit: def __init__()
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unit: def from_pretrained()
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unit: def from_pretrained()
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unit: def __init__()
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unit: def from_pretrained()
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unit: def __init__()
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unit: def from_pretrained()
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unit: def from_pretrained()
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unit: def from_pretrained()
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unit: def __init__()
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id: 1257
unit: def from_pretrained()
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unit: def __init__()
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id: 1259
unit: def from_pretrained()
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unit: def __init__()
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McCabe index: 1
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unit: def from_pretrained()
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unit: def __init__()
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McCabe index: 1
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unit: def from_pretrained()
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McCabe index: 1
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unit: def __init__()
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unit: def from_pretrained()
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unit: def __init__()
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McCabe index: 1
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id: 1267
unit: def from_pretrained()
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McCabe index: 1
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id: 1268
unit: def __init__()
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McCabe index: 1
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id: 1269
unit: def from_pretrained()
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McCabe index: 1
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id: 1270
unit: def __init__()
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McCabe index: 1
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id: 1271
unit: def from_pretrained()
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McCabe index: 1
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id: 1272
unit: def __init__()
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McCabe index: 1
number of parameters: 3

id: 1273
unit: def __init__()
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McCabe index: 1
number of parameters: 3

id: 1274
unit: def from_pretrained()
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McCabe index: 1
number of parameters: 3

id: 1275
unit: def __init__()
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id: 1276
unit: def from_pretrained()
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id: 1277
unit: def __init__()
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id: 1278
unit: def __init__()
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McCabe index: 1
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id: 1279
unit: def from_pretrained()
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McCabe index: 1
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id: 1280
unit: def __init__()
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id: 1281
unit: def from_pretrained()
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McCabe index: 1
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id: 1282
unit: def __init__()
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McCabe index: 1
number of parameters: 3

id: 1283
unit: def from_pretrained()
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number of parameters: 3

id: 1284
unit: def __init__()
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McCabe index: 1
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id: 1285
unit: def from_pretrained()
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1286
unit: def ov_submodels()
file: optimum/intel/openvino/modeling_diffusion.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1287
unit: def _load_config()
file: optimum/intel/openvino/modeling_diffusion.py
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1288
unit: def _device()
file: optimum/intel/openvino/modeling_diffusion.py
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McCabe index: 1
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id: 1289
unit: def device()
file: optimum/intel/openvino/modeling_diffusion.py
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McCabe index: 1
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id: 1290
unit: def dtype()
file: optimum/intel/openvino/modeling_diffusion.py
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McCabe index: 1
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id: 1291
unit: def forward()
file: optimum/intel/openvino/modeling_diffusion.py
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McCabe index: 1
number of parameters: 3

id: 1292
unit: def __call__()
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McCabe index: 1
number of parameters: 3

id: 1293
unit: def modules()
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McCabe index: 1
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id: 1294
unit: def config()
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McCabe index: 1
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id: 1295
unit: def dtype()
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McCabe index: 1
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id: 1296
unit: def device()
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McCabe index: 1
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id: 1297
unit: def decode()
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McCabe index: 1
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id: 1298
unit: def encode()
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McCabe index: 1
number of parameters: 3

id: 1299
unit: def __init__()
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1300
unit: def fn_get_submodels()
file: optimum/intel/openvino/modeling_open_clip.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1301
unit: def fn_get_submodels()
file: optimum/intel/openvino/modeling_open_clip.py
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McCabe index: 1
number of parameters: 1

id: 1302
unit: def __call__()
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number of parameters: 3

id: 1303
unit: def eval()
file: optimum/intel/openvino/modeling_open_clip.py
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number of parameters: 1

id: 1304
unit: def can_generate()
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number of parameters: 1

id: 1305
unit: def __init__()
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id: 1306
unit: def __init__()
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number of parameters: 3

id: 1307
unit: def _save_config()
file: optimum/intel/openvino/modeling_sam.py
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McCabe index: 1
number of parameters: 2

id: 1308
unit: def get_image_features()
file: optimum/intel/openvino/modeling_sam.py
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McCabe index: 1
number of parameters: 4

id: 1309
unit: def get_inputs()
file: optimum/intel/openvino/quantization.py
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McCabe index: 1
number of parameters: 2

id: 1310
unit: def wait()
file: optimum/intel/openvino/quantization.py
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McCabe index: 1
number of parameters: 1

id: 1311
unit: def get_tensor()
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McCabe index: 1
number of parameters: 2

id: 1312
unit: def _prepare_decoder_calibration_data()
file: optimum/intel/openvino/quantization.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1313
unit: def _prepare_causal_lm_calibration_data()
file: optimum/intel/openvino/quantization.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1314
unit: def _prepare_speech_to_text_calibration_data()
file: optimum/intel/openvino/quantization.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1315
unit: def _prepare_diffusion_calibration_data()
file: optimum/intel/openvino/quantization.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1316
unit: def _wrap_sample_as_array()
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McCabe index: 1
number of parameters: 0

id: 1317
unit: def from_pretrained()
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McCabe index: 1
number of parameters: 3

id: 1318
unit: def merge_ignored_scopes()
file: optimum/intel/openvino/quantization.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1319
unit: def dtype()
file: optimum/intel/openvino/modeling_seq2seq.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1320
unit: def ov_submodels()
file: optimum/intel/openvino/modeling_seq2seq.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1321
unit: def get_encoder()
file: optimum/intel/openvino/modeling_seq2seq.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1322
unit: def _reorder_cache()
file: optimum/intel/openvino/modeling_seq2seq.py
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McCabe index: 1
number of parameters: 3

id: 1323
unit: def _device()
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number of parameters: 1

id: 1324
unit: def device()
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number of parameters: 1

id: 1325
unit: def __call__()
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id: 1326
unit: def _device()
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id: 1327
unit: def device()
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id: 1328
unit: def __call__()
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id: 1329
unit: def _reorder_cache()
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number of parameters: 0

id: 1330
unit: def __init__()
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id: 1331
unit: def __init__()
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McCabe index: 1
number of parameters: 2

id: 1332
unit: def tokenize()
file: optimum/intel/openvino/modeling_sentence_transformers.py
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McCabe index: 1
number of parameters: 0

id: 1333
unit: def device()
file: optimum/intel/openvino/modeling_base.py
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McCabe index: 1
number of parameters: 1

id: 1334
unit: def clear_requests()
file: optimum/intel/openvino/modeling_base.py
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McCabe index: 1
number of parameters: 1

id: 1335
unit: def ov_submodels()
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number of parameters: 1

id: 1336
unit: def _ov_submodel_names()
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McCabe index: 1
number of parameters: 1

id: 1337
unit: def _prepare_quantization_config()
file: optimum/intel/openvino/modeling_base.py
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McCabe index: 1
number of parameters: 0

id: 1338
unit: def eval()
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McCabe index: 1
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id: 1339
unit: def forward()
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McCabe index: 1
number of parameters: 3

id: 1340
unit: def can_generate()
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McCabe index: 1
number of parameters: 1

id: 1341
unit: def _device()
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McCabe index: 1
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id: 1342
unit: def device()
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McCabe index: 1
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id: 1343
unit: def __call__()
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id: 1344
unit: def forward()
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McCabe index: 1
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id: 1345
unit: def clear_requests()
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McCabe index: 1
number of parameters: 1

id: 1346
unit: def maybe_convert_tokenizer_to_fast()
file: optimum/intel/openvino/utils.py
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McCabe index: 1
number of parameters: 0

id: 1347
unit: def use_external_data_format()
file: optimum/intel/openvino/utils.py
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McCabe index: 1
number of parameters: 1

id: 1348
unit: def _raise_invalid_batch_size()
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McCabe index: 1
number of parameters: 0

id: 1349
unit: def components()
file: optimum/intel/openvino/modeling_text2speech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1350
unit: def ov_submodels()
file: optimum/intel/openvino/modeling_text2speech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1351
unit: def _reorder_cache()
file: optimum/intel/openvino/modeling_decoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1352
unit: def _reorder_cache()
file: optimum/intel/openvino/modeling_decoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1353
unit: def _convert_to_standard_cache()
file: optimum/intel/openvino/modeling_decoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1354
unit: def _reorder_cache()
file: optimum/intel/openvino/modeling_decoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1355
unit: def forward()
file: optimum/intel/openvino/modeling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1356
unit: def __init__()
file: optimum/intel/openvino/modeling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1357
unit: def __init__()
file: optimum/intel/openvino/modeling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1358
unit: def __init__()
file: optimum/intel/openvino/modeling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1359
unit: def __init__()
file: optimum/intel/openvino/modeling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1360
unit: def __init__()
file: optimum/intel/openvino/modeling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1361
unit: def __init__()
file: optimum/intel/openvino/modeling.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1362
unit: def inputs()
file: optimum/intel/openvino/modeling_timm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1363
unit: def get_default_quantization_config()
file: optimum/intel/openvino/configuration.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1364
unit: def clone()
file: optimum/intel/openvino/configuration.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1365
unit: def to_dict()
file: optimum/intel/openvino/configuration.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1366
unit: def to_diff_dict()
file: optimum/intel/openvino/configuration.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1367
unit: def or_op()
file: optimum/intel/openvino/configuration.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 1368
unit: def _save_config()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1369
unit: def components()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1370
unit: def _reorder_cache()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1371
unit: def get_vision_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1372
unit: def get_text_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1373
unit: def merge_vision_text_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1374
unit: def get_multimodal_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1375
unit: def can_generate()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1376
unit: def get_multimodal_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1377
unit: def merge_vision_text_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1378
unit: def _prepare_generation_config()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1379
unit: def _prepare_vis_position_ids()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1380
unit: def merge_vision_text_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1381
unit: def get_multimodal_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1382
unit: def get_multimodal_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1383
unit: def merge_vision_text_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1384
unit: def merge_vision_text_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1385
unit: def merge_vision_text_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1386
unit: def merge_vision_text_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1387
unit: def merge_vision_text_embeddings()
file: optimum/intel/openvino/modeling_visual_language.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0