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id: 286
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id: 287
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id: 289
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id: 290
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id: 292
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id: 293
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id: 296
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id: 299
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id: 300
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id: 303
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id: 304
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id: 314
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id: 332
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id: 333
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id: 337
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id: 338
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unit: def finish_calibration()
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id: 347
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id: 355
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id: 356
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id: 357
unit: def qa_s2s_generate()
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id: 358
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id: 359
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id: 361
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id: 362
unit: def adaptive_forward()
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id: 363
unit: def get_calib_dataloader()
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id: 364
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id: 365
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id: 372
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id: 374
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id: 375
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id: 376
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id: 377
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id: 378
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id: 379
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id: 380
unit: def add()
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id: 381
unit: def _find_cluster_extremes_shared()
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id: 382
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id: 384
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id: 516
unit: def generic_train()
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id: 517
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id: 518
unit: def collect_objective_set()
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id: 519
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id: 520
unit: def create_rag_retriever()
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unit: def retrieve()
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id: 522
unit: def get_dataloader()
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id: 523
unit: def find_top_rpn_proposals()
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id: 528
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unit: def train_discriminator()
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unit: def find_top_rpn_proposals()
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id: 543
unit: def generate_cell_anchors()
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id: 544
unit: def load_labels()
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unit: def cached_path()
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unit: def save()
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unit: def __init__()
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id: 548
unit: def generate()
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id: 549
unit: def __init__()
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unit: def __init__()
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unit: def _node_replace_input_with()
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unit: def _convert_past_list_to_tuple()
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unit: def init()
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id: 555
unit: def get_layers_to_supervise()
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id: 556
unit: def create_student_by_copying_alternating_layers()
file: seq2seq-distillation/make_student.py
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id: 557
unit: def encode_line()
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unit: def test_multi_gpu()
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id: 559
unit: def __init__()
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id: 560
unit: def _feature_file()
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id: 561
unit: def on_test_end()
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id: 562
unit: def generic_train()
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unit: def create_module()
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id: 564
unit: def init_weights()
file: jax-projects/hybrid_clip/modeling_hybrid_clip.py
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id: 565
unit: def get_text_features()
file: jax-projects/hybrid_clip/modeling_hybrid_clip.py
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id: 566
unit: def write_metric()
file: jax-projects/hybrid_clip/run_hybrid_clip.py
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id: 567
unit: def eval_step()
file: jax-projects/dataset-streaming/run_mlm_flax_stream.py
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id: 568
unit: def val_step()
file: jax-projects/big_bird/bigbird_flax.py
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id: 569
unit: def prepare_inputs()
file: jax-projects/big_bird/prepare_natural_questions.py
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id: 570
unit: def schedule_threshold()
file: movement-pruning/masked_run_glue.py
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id: 571
unit: def schedule_threshold()
file: movement-pruning/masked_run_squad.py
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id: 572
unit: def __init__()
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id: 573
unit: def _create_dummy_data()
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id: 574
unit: def get_git_info()
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unit: def __init__()
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unit: def _feature_file()
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unit: def on_test_end()
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unit: def get_git_info()
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unit: def __init__()
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unit: def on_test_end()
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id: 582
unit: def generic_train()
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id: 583
unit: def forward()
file: longform-qa/eli5_utils.py
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id: 584
unit: def embed_passages_for_retrieval()
file: longform-qa/eli5_utils.py
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id: 585
unit: def embed_questions_for_retrieval()
file: longform-qa/eli5_utils.py
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id: 586
unit: def make_qa_dense_index()
file: longform-qa/eli5_utils.py
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id: 587
unit: def load_train_data()
file: longform-qa/eli5_app.py
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id: 588
unit: def is_autogenerated()
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id: 589
unit: def __init__()
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id: 590
unit: def minhash_iter()
file: codeparrot/scripts/minhash_deduplication.py
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id: 591
unit: def _predict_boxes()
file: visual_bert/modeling_frcnn.py
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id: 592
unit: def inference()
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id: 594
unit: def _calculate_anchors()
file: visual_bert/modeling_frcnn.py
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id: 595
unit: def get_from_cache()
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id: 596
unit: def _change_color_brightness()
file: visual_bert/visualizing_image.py
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id: 597
unit: def _get_latent()
file: vqgan-clip/VQGAN_CLIP.py
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id: 598
unit: def _init_logging()
file: vqgan-clip/VQGAN_CLIP.py
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id: 599
unit: def load_model_from_config()
file: vqgan-clip/loaders.py
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id: 600
unit: def __init__()
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id: 604
unit: def tokenize_function()
file: performer/run_mlm_performer.py
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id: 605
unit: def __init__()
file: bert-loses-patience/pabee/modeling_pabee_albert.py
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id: 606
unit: def forward()
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id: 607
unit: def __init__()
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id: 608
unit: def forward()
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id: 609
unit: def set_quantizers()
file: quantization-qdqbert/quant_trainer.py
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id: 610
unit: def git_log()
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id: 611
unit: def prepare_batch_clm()
file: distillation/distiller.py
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id: 612
unit: def top_k_filter()
file: pplm/run_pplm.py
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id: 613
unit: def set_generic_model_params()
file: pplm/run_pplm.py
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id: 614
unit: def _predict_boxes()
file: lxmert/modeling_frcnn.py
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id: 615
unit: def inference()
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id: 616
unit: def __call__()
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id: 617
unit: def _calculate_anchors()
file: lxmert/modeling_frcnn.py
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id: 618
unit: def get_from_cache()
file: lxmert/utils.py
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id: 619
unit: def _change_color_brightness()
file: lxmert/visualizing_image.py
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id: 620
unit: def forward()
file: bertabs/modeling_bertabs.py
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id: 621
unit: def forward()
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id: 622
unit: def beam_update()
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id: 623
unit: def _is_equal_tensor_proto()
file: onnx/summarization/bart_onnx/reduce_onnx_size.py
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id: 624
unit: def __init__()
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id: 625
unit: def hypo_is_done()
file: onnx/summarization/bart_onnx/generation_onnx.py
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id: 626
unit: def average_state_dicts()
file: seq2seq-distillation/convert_pl_checkpoint_to_hf.py
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id: 627
unit: def save_readable_batch()
file: seq2seq-distillation/finetune.py
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id: 628
unit: def training_step()
file: seq2seq-distillation/finetune.py
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id: 629
unit: def test_distill_different_base_models()
file: seq2seq-distillation/_test_seq2seq_examples.py
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id: 630
unit: def __iter__()
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id: 631
unit: def calculate_rouge()
file: seq2seq-distillation/utils.py
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id: 632
unit: def __init__()
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id: 633
unit: def get_chinese_word()
file: mlm_wwm/run_chinese_ref.py
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id: 634
unit: def generate_batch_splits()
file: jax-projects/wav2vec2/run_wav2vec2_pretrain_flax.py
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id: 635
unit: def __init__()
file: jax-projects/hybrid_clip/run_hybrid_clip.py
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id: 636
unit: def __init__()
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id: 637
unit: def generate_batch_splits()
file: jax-projects/dataset-streaming/run_mlm_flax_stream.py
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id: 638
unit: def get_best_valid_start_end_idx()
file: jax-projects/big_bird/evaluate.py
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id: 639
unit: def build_tx()
file: jax-projects/big_bird/bigbird_flax.py
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id: 640
unit: def update_fn_if_fpr_tpr()
file: synthid_text/utils.py
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unit: def calculate_exact_match()
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unit: def consolidate()
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unit: def _compare()
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unit: def calculate_exact_match()
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id: 663
unit: def split_documents()
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unit: def is_punctuation()
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unit: def preprocess_for_training()
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id: 666
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unit: def norm_box()
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unit: def __init__()
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unit: def _add_vector()
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id: 686
unit: def _get_clip_loss()
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unit: def generate_batch_splits()
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unit: def __init__()
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unit: def __init__()
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unit: def __init__()
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unit: def __init__()
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id: 725
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id: 730
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id: 732
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id: 766
unit: def log_stats()
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end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 767
unit: def log_stats()
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end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 768
unit: def clip_gelu()
file: quantization-qdqbert/quant_trainer.py
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end line: 0
size: 7 LOC
McCabe index: 4
number of parameters: 2

id: 769
unit: def expand_amax()
file: quantization-qdqbert/quant_trainer.py
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end line: 0
size: 7 LOC
McCabe index: 4
number of parameters: 1

id: 770
unit: def print_quant_summary()
file: quantization-qdqbert/quant_trainer.py
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end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 771
unit: def set_quantizer()
file: quantization-qdqbert/quant_trainer.py
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end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 5

id: 772
unit: def remove_empty_sequences()
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size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 773
unit: def save_checkpoint()
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size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 774
unit: def cached_collate_fn()
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size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 775
unit: def __init__()
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size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 776
unit: def __init__()
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size: 7 LOC
McCabe index: 4
number of parameters: 2

id: 777
unit: def forward()
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size: 7 LOC
McCabe index: 1
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id: 778
unit: def __init__()
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size: 7 LOC
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number of parameters: 2

id: 779
unit: def _clip_box()
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size: 7 LOC
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id: 780
unit: def __init__()
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size: 7 LOC
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id: 781
unit: def grid_anchors()
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size: 7 LOC
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number of parameters: 2

id: 782
unit: def hf_bucket_url()
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size: 7 LOC
McCabe index: 3
number of parameters: 3

id: 783
unit: def _clip_box()
file: lxmert/processing_image.py
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size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 784
unit: def print_2d_tensor()
file: bertology/run_bertology.py
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size: 7 LOC
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number of parameters: 1

id: 785
unit: def entropy()
file: bertology/run_prune_gpt.py
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size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 786
unit: def print_2d_tensor()
file: bertology/run_prune_gpt.py
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size: 7 LOC
McCabe index: 6
number of parameters: 1

id: 787
unit: def documents_dir_is_valid()
file: bertabs/run_summarization.py
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size: 7 LOC
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number of parameters: 1

id: 788
unit: def __getitem__()
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id: 789
unit: def _add_missing_period()
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number of parameters: 1

id: 790
unit: def forward()
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id: 791
unit: def forward()
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id: 792
unit: def _init_cache()
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id: 793
unit: def length_penalty()
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number of parameters: 1

id: 794
unit: def available_indices()
file: seq2seq-distillation/utils.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 795
unit: def use_task_specific_params()
file: seq2seq-distillation/utils.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 796
unit: def extract_rouge_mid_statistics()
file: seq2seq-distillation/utils.py
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size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 797
unit: def setup()
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 798
unit: def on_validation_end()
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size: 6 LOC
McCabe index: 3
number of parameters: 3

id: 799
unit: def is_chinese()
file: mlm_wwm/run_chinese_ref.py
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end line: 0
size: 6 LOC
McCabe index: 5
number of parameters: 1

id: 800
unit: def from_text_vision_pretrained()
file: jax-projects/hybrid_clip/modeling_hybrid_clip.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 801
unit: def to_dict()
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number of parameters: 1

id: 802
unit: def __getitem__()
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number of parameters: 2

id: 803
unit: def __post_init__()
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 804
unit: def _fetch_inputs()
file: jax-projects/big_bird/bigbird_flax.py
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size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 805
unit: def get_batched_dataset()
file: jax-projects/big_bird/bigbird_flax.py
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size: 6 LOC
McCabe index: 3
number of parameters: 3

id: 806
unit: def scheduler_fn()
file: jax-projects/big_bird/bigbird_flax.py
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size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 807
unit: def pad_to_len()
file: synthid_text/utils.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 808
unit: def get_entailment_id()
file: zero-shot-distillation/distill_classifier.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 809
unit: def __init__()
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size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 810
unit: def __init__()
file: movement-pruning/emmental/modeling_bert_masked.py
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size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 811
unit: def set_seed()
file: movement-pruning/masked_run_glue.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 812
unit: def set_seed()
file: movement-pruning/masked_run_squad.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 813
unit: def _run_finetune()
file: rag/_test_finetune_rag.py
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size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 814
unit: def init_retrieval()
file: rag/distributed_ray_retriever.py
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size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 815
unit: def embed()
file: rag/use_own_knowledge_dataset.py
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size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 816
unit: def setup()
file: rag/lightning_base.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 817
unit: def on_validation_end()
file: rag/lightning_base.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 3

id: 818
unit: def intermittent_save()
file: information-gain-filtration/igf/igf.py
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size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 819
unit: def __init__()
file: information-gain-filtration/igf/igf.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 820
unit: def training_secondary_learner()
file: information-gain-filtration/run_clm_igf.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 821
unit: def init_retrieval()
file: rag-end2end-retriever/distributed_ray_retriever.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 822
unit: def embed()
file: rag-end2end-retriever/use_own_knowledge_dataset.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 823
unit: def setup()
file: rag-end2end-retriever/lightning_base.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 824
unit: def on_validation_end()
file: rag-end2end-retriever/lightning_base.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 3

id: 825
unit: def __init__()
file: longform-qa/eli5_utils.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 6

id: 826
unit: def __init__()
file: wav2vec2/run_pretrain.py
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size: 6 LOC
McCabe index: 1
number of parameters: 6

id: 827
unit: def __call__()
file: codeparrot/scripts/human_eval.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 4

id: 828
unit: def check_uniques()
file: codeparrot/scripts/preprocessing.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 829
unit: def __init__()
file: codeparrot/scripts/validation_loss.py
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size: 6 LOC
McCabe index: 1
number of parameters: 6

id: 830
unit: def create_dataloader()
file: codeparrot/scripts/validation_loss.py
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size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 831
unit: def convert_boxes_to_pooler_format()
file: visual_bert/modeling_frcnn.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 832
unit: def assign_boxes_to_levels()
file: visual_bert/modeling_frcnn.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 833
unit: def __init__()
file: visual_bert/modeling_frcnn.py
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size: 6 LOC
McCabe index: 2
number of parameters: 6

id: 834
unit: def predict_objectness_logits()
file: visual_bert/modeling_frcnn.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 835
unit: def __init__()
file: visual_bert/modeling_frcnn.py
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McCabe index: 1
number of parameters: 3

id: 836
unit: def __init__()
file: visual_bert/modeling_frcnn.py
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size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 837
unit: def forward()
file: visual_bert/modeling_frcnn.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 838
unit: def http_get()
file: visual_bert/utils.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 839
unit: def draw_text()
file: visual_bert/visualizing_image.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 840
unit: def _random_color()
file: visual_bert/visualizing_image.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 841
unit: def get_obj_from_str()
file: vqgan-clip/loaders.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 842
unit: def draw_weights()
file: performer/modeling_flax_performer_utils.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 843
unit: def __post_init__()
file: performer/run_mlm_performer.py
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size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 844
unit: def compute_metrics()
file: performer/run_mlm_performer.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 845
unit: def set_seed()
file: bert-loses-patience/run_glue_with_pabee.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 846
unit: def __init__()
file: quantization-qdqbert/trainer_quant_qa.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 6

id: 847
unit: def set_seed()
file: distillation/run_squad_w_distillation.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 848
unit: def avg_representation()
file: pplm/run_pplm_discrim_train.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 849
unit: def set_seed()
file: deebert/run_glue_deebert.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 850
unit: def set_early_exit_entropy()
file: deebert/src/modeling_highway_bert.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 851
unit: def convert_boxes_to_pooler_format()
file: lxmert/modeling_frcnn.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 852
unit: def assign_boxes_to_levels()
file: lxmert/modeling_frcnn.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 853
unit: def __init__()
file: lxmert/modeling_frcnn.py
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size: 6 LOC
McCabe index: 2
number of parameters: 6

id: 854
unit: def predict_objectness_logits()
file: lxmert/modeling_frcnn.py
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size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 855
unit: def __init__()
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McCabe index: 1
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id: 856
unit: def __init__()
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size: 6 LOC
McCabe index: 1
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id: 857
unit: def forward()
file: lxmert/modeling_frcnn.py
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McCabe index: 2
number of parameters: 2

id: 858
unit: def http_get()
file: lxmert/utils.py
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McCabe index: 1
number of parameters: 0

id: 859
unit: def draw_text()
file: lxmert/visualizing_image.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 860
unit: def _random_color()
file: lxmert/visualizing_image.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 861
unit: def __init__()
file: mm-imdb/utils_mmimdb.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 862
unit: def set_seed()
file: mm-imdb/run_mmimdb.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 863
unit: def load_examples()
file: mm-imdb/run_mmimdb.py
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end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 864
unit: def decode_summary()
file: bertabs/run_summarization.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 865
unit: def truncate_or_pad()
file: bertabs/utils_summarization.py
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size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 866
unit: def encode_for_summarization()
file: bertabs/utils_summarization.py
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size: 6 LOC
McCabe index: 7
number of parameters: 3

id: 867
unit: def detach()
file: bertabs/modeling_bertabs.py
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size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 868
unit: def translate()
file: bertabs/modeling_bertabs.py
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size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 869
unit: def forward()
file: onnx/summarization/bart_onnx/generation_onnx.py
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size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 870
unit: def adjust_logits_during_generation()
file: onnx/summarization/bart_onnx/generation_onnx.py
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size: 6 LOC
McCabe index: 5
number of parameters: 4

id: 871
unit: def ids_to_clean_text()
file: seq2seq-distillation/finetune.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 872
unit: def make_test_data_dir()
file: seq2seq-distillation/_test_seq2seq_examples.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 873
unit: def make_sortish_sampler()
file: seq2seq-distillation/utils.py
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size: 5 LOC
McCabe index: 2
number of parameters: 5

id: 874
unit: def _shift_right_t5()
file: seq2seq-distillation/utils.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 875
unit: def assert_all_frozen()
file: seq2seq-distillation/utils.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 876
unit: def write_txt_file()
file: seq2seq-distillation/utils.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 877
unit: def make_test_data_dir()
file: seq2seq-distillation/_test_seq2seq_examples_multi_gpu.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 878
unit: def on_save_checkpoint()
file: seq2seq-distillation/lightning_base.py
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size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 879
unit: def distill_main()
file: seq2seq-distillation/distillation.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 880
unit: def __post_init__()
file: mlm_wwm/run_mlm_wwm.py
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size: 5 LOC
McCabe index: 4
number of parameters: 1

id: 881
unit: def _get_features()
file: jax-projects/hybrid_clip/modeling_hybrid_clip.py
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size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 882
unit: def create_vocabulary_from_data()
file: xtreme-s/run_xtreme_s.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 883
unit: def forward()
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number of parameters: 4

id: 884
unit: def __init__()
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McCabe index: 1
number of parameters: 2

id: 885
unit: def forward()
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McCabe index: 1
number of parameters: 4

id: 886
unit: def __init__()
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McCabe index: 2
number of parameters: 2

id: 887
unit: def forward()
file: movement-pruning/emmental/modeling_bert_masked.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 888
unit: def on_save_checkpoint()
file: rag/lightning_base.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 889
unit: def on_sanity_check_start()
file: rag/lightning_base.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 3

id: 890
unit: def ids_to_clean_text()
file: rag/finetune_rag.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 891
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file: rag/finetune_rag.py
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number of parameters: 3

id: 892
unit: def set_seed()
file: information-gain-filtration/igf/igf.py
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size: 5 LOC
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number of parameters: 1

id: 893
unit: def __init__()
file: fsner/src/fsner/model.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 894
unit: def on_save_checkpoint()
file: rag-end2end-retriever/lightning_base.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 895
unit: def on_sanity_check_start()
file: rag-end2end-retriever/lightning_base.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 3

id: 896
unit: def ids_to_clean_text()
file: rag-end2end-retriever/finetune_rag.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 897
unit: def find_nearest_training()
file: longform-qa/eli5_app.py
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size: 5 LOC
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number of parameters: 2

id: 898
unit: def __init__()
file: codeparrot/scripts/human_eval.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 5

id: 899
unit: def compress_file()
file: codeparrot/scripts/preprocessing.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 900
unit: def _compute_min_hash()
file: codeparrot/scripts/minhash_deduplication.py
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size: 5 LOC
McCabe index: 4
number of parameters: 1

id: 901
unit: def make_duplicate_clusters()
file: codeparrot/scripts/minhash_deduplication.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 902
unit: def tokenize()
file: codeparrot/scripts/pretokenizing.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 903
unit: def create_vocabulary_from_data()
file: robust-speech-event/run_speech_recognition_ctc_bnb.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 904
unit: def _nonempty_boxes()
file: visual_bert/modeling_frcnn.py
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size: 5 LOC
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id: 905
unit: def __init__()
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id: 906
unit: def __init__()
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id: 907
unit: def preprocess_img()
file: vqgan-clip/VQGAN_CLIP.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 908
unit: def __call__()
file: vqgan-clip/VQGAN_CLIP.py
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size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 909
unit: def post_process_tensor()
file: vqgan-clip/img_processing.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 910
unit: def load_config()
file: vqgan-clip/loaders.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 911
unit: def reconstruct_with_vqgan()
file: vqgan-clip/loaders.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 912
unit: def show_pil()
file: vqgan-clip/utils.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 913
unit: def __init__()
file: performer/modeling_flax_performer_utils.py
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id: 914
unit: def _invert_perm()
file: performer/modeling_flax_performer_utils.py
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size: 5 LOC
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number of parameters: 1

id: 915
unit: def eval_step()
file: performer/run_mlm_performer.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 916
unit: def hans_convert_examples_to_features()
file: adversarial/utils_hans.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 917
unit: def freeze_pos_embeddings()
file: distillation/train.py
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size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 918
unit: def _quantize()
file: distillation/grouped_batch_sampler.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 919
unit: def set_seed()
file: distillation/utils.py
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size: 5 LOC
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number of parameters: 1

id: 920
unit: def __getitem__()
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 921
unit: def __init__()
file: pplm/pplm_classification_head.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 922
unit: def entropy()
file: deebert/src/modeling_highway_bert.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 923
unit: def init_highway_pooler()
file: deebert/src/modeling_highway_bert.py
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size: 5 LOC
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number of parameters: 2

id: 924
unit: def __init__()
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size: 5 LOC
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number of parameters: 2

id: 925
unit: def _nonempty_boxes()
file: lxmert/modeling_frcnn.py
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size: 5 LOC
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number of parameters: 2

id: 926
unit: def __init__()
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McCabe index: 1
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id: 927
unit: def __init__()
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id: 928
unit: def forward()
file: mm-imdb/utils_mmimdb.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 929
unit: def get_label_frequencies()
file: mm-imdb/utils_mmimdb.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 930
unit: def build_mask()
file: bertabs/utils_summarization.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 931
unit: def init_decoder_state()
file: bertabs/modeling_bertabs.py
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size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 932
unit: def _get_attn_subsequent_mask()
file: bertabs/modeling_bertabs.py
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size: 5 LOC
McCabe index: 1
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id: 933
unit: def __init__()
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McCabe index: 1
number of parameters: 2

id: 934
unit: def _all()
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number of parameters: 1

id: 935
unit: def update_state()
file: bertabs/modeling_bertabs.py
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id: 936
unit: def forward()
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McCabe index: 2
number of parameters: 3

id: 937
unit: def _prepare_decoder_input_ids_for_generation()
file: onnx/summarization/bart_onnx/generation_onnx.py
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size: 5 LOC
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number of parameters: 0

id: 938
unit: def _expand_inputs_for_generation()
file: onnx/summarization/bart_onnx/generation_onnx.py
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size: 5 LOC
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number of parameters: 0

id: 939
unit: def _reorder_cache()
file: onnx/summarization/bart_onnx/generation_onnx.py
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size: 5 LOC
McCabe index: 4
number of parameters: 3

id: 940
unit: def remove_prefix()
file: seq2seq-distillation/convert_pl_checkpoint_to_hf.py
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McCabe index: 3
number of parameters: 2

id: 941
unit: def __init__()
file: seq2seq-distillation/finetune.py
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McCabe index: 1
number of parameters: 3

id: 942
unit: def copy_layers()
file: seq2seq-distillation/make_student.py
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number of parameters: 3

id: 943
unit: def test_same_decoder_small_encoder()
file: seq2seq-distillation/_test_make_student.py
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id: 944
unit: def test_small_enc_small_dec()
file: seq2seq-distillation/_test_make_student.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 945
unit: def trim_batch()
file: seq2seq-distillation/utils.py
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id: 946
unit: def assert_not_all_frozen()
file: seq2seq-distillation/utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 947
unit: def add_newline_to_end_of_each_sentence()
file: seq2seq-distillation/sentence_splitter.py
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size: 4 LOC
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number of parameters: 1

id: 948
unit: def count_trainable_parameters()
file: seq2seq-distillation/callbacks.py
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id: 949
unit: def total_steps()
file: seq2seq-distillation/lightning_base.py
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id: 950
unit: def on_batch_end()
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id: 951
unit: def add_model_specific_args()
file: seq2seq-distillation/distillation.py
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number of parameters: 2

id: 952
unit: def add_model_specific_args()
file: seq2seq-distillation/distillation.py
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number of parameters: 2

id: 953
unit: def forward()
file: jax-projects/hybrid_clip/run_hybrid_clip.py
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number of parameters: 2

id: 954
unit: def decay_mask_fn()
file: jax-projects/dataset-streaming/run_mlm_flax_stream.py
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size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 955
unit: def __call__()
file: jax-projects/big_bird/bigbird_flax.py
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size: 4 LOC
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number of parameters: 3

id: 956
unit: def __post_init__()
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number of parameters: 1

id: 957
unit: def __call__()
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 958
unit: def filter_and_truncate()
file: synthid_text/utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 959
unit: def pack()
file: synthid_text/utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 960
unit: def extract_all_chars()
file: xtreme-s/run_xtreme_s.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 961
unit: def transpose_for_scores()
file: movement-pruning/emmental/modeling_bert_masked.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 962
unit: def forward()
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number of parameters: 3

id: 963
unit: def __init__()
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number of parameters: 2

id: 964
unit: def _scattered()
file: rag/distributed_pytorch_retriever.py
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size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 965
unit: def _infer_socket_ifname()
file: rag/distributed_pytorch_retriever.py
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size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 966
unit: def main()
file: rag/use_own_knowledge_dataset.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 967
unit: def trim_batch()
file: rag/utils_rag.py
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McCabe index: 1
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id: 968
unit: def count_trainable_parameters()
file: rag/callbacks_rag.py
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number of parameters: 1

id: 969
unit: def total_steps()
file: rag/lightning_base.py
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McCabe index: 1
number of parameters: 1

id: 970
unit: def on_batch_end()
file: rag/lightning_base.py
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number of parameters: 3

id: 971
unit: def load_gpt2()
file: information-gain-filtration/igf/igf.py
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size: 4 LOC
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number of parameters: 1

id: 972
unit: def forward()
file: information-gain-filtration/igf/igf.py
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McCabe index: 1
number of parameters: 2

id: 973
unit: def _get_answer_text()
file: tapex/wikisql_utils.py
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McCabe index: 3
number of parameters: 3

id: 974
unit: def retrieve()
file: rag-end2end-retriever/distributed_ray_retriever.py
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number of parameters: 3

id: 975
unit: def main()
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number of parameters: 0

id: 976
unit: def trim_batch()
file: rag-end2end-retriever/utils_rag.py
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number of parameters: 0

id: 977
unit: def count_trainable_parameters()
file: rag-end2end-retriever/callbacks_rag.py
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number of parameters: 1

id: 978
unit: def total_steps()
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number of parameters: 1

id: 979
unit: def on_after_backward()
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number of parameters: 3

id: 980
unit: def on_batch_end()
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McCabe index: 2
number of parameters: 3

id: 981
unit: def speech_file_to_array_fn()
file: wav2vec2/alignment.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 982
unit: def __init__()
file: codeparrot/scripts/human_eval.py
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size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 983
unit: def char_token_ratio()
file: codeparrot/scripts/preprocessing.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 984
unit: def log_metrics()
file: codeparrot/scripts/codeparrot_training.py
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McCabe index: 2
number of parameters: 2

id: 985
unit: def __init__()
file: codeparrot/scripts/minhash_deduplication.py
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number of parameters: 0

id: 986
unit: def save()
file: codeparrot/scripts/minhash_deduplication.py
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McCabe index: 1
number of parameters: 2

id: 987
unit: def jaccard_similarity()
file: codeparrot/scripts/minhash_deduplication.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 988
unit: def extract_all_chars()
file: robust-speech-event/run_speech_recognition_ctc_bnb.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 989
unit: def __init__()
file: visual_bert/modeling_frcnn.py
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size: 4 LOC
McCabe index: 1
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id: 990
unit: def forward()
file: visual_bert/modeling_frcnn.py
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McCabe index: 1
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id: 991
unit: def freeze()
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McCabe index: 2
number of parameters: 1

id: 992
unit: def _predict_objs()
file: visual_bert/modeling_frcnn.py
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id: 993
unit: def _predict_attrs()
file: visual_bert/modeling_frcnn.py
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McCabe index: 1
number of parameters: 3

id: 994
unit: def _vqa_file_split()
file: visual_bert/extracting_data.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 995
unit: def load_yaml()
file: visual_bert/utils.py
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McCabe index: 1
number of parameters: 1

id: 996
unit: def get_image_from_url()
file: visual_bert/utils.py
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McCabe index: 1
number of parameters: 1

id: 997
unit: def __init__()
file: visual_bert/processing_image.py
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size: 4 LOC
McCabe index: 1
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id: 998
unit: def _scale_box()
file: visual_bert/processing_image.py
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McCabe index: 1
number of parameters: 2

id: 999
unit: def instantiate_from_config()
file: vqgan-clip/loaders.py
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McCabe index: 2
number of parameters: 1

id: 1000
unit: def get_timestamp()
file: vqgan-clip/utils.py
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McCabe index: 1
number of parameters: 0

id: 1001
unit: def __init__()
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id: 1002
unit: def __call__()
file: performer/modeling_flax_performer.py
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id: 1003
unit: def __call__()
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id: 1004
unit: def hans_data_collator()
file: adversarial/run_hans.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1005
unit: def adaptive_forward()
file: bert-loses-patience/pabee/modeling_pabee_bert.py
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size: 4 LOC
McCabe index: 1
number of parameters: 5

id: 1006
unit: def print_statistics()
file: distillation/lm_seqs_dataset.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1007
unit: def train_custom()
file: pplm/run_pplm_discrim_train.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1008
unit: def __init__()
file: deebert/src/modeling_highway_roberta.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1009
unit: def __init__()
file: lxmert/modeling_frcnn.py
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size: 4 LOC
McCabe index: 1
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id: 1010
unit: def forward()
file: lxmert/modeling_frcnn.py
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McCabe index: 1
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id: 1011
unit: def freeze()
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number of parameters: 1

id: 1012
unit: def _predict_objs()
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1013
unit: def _predict_attrs()
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1014
unit: def _vqa_file_split()
file: lxmert/extracting_data.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1015
unit: def load_yaml()
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McCabe index: 1
number of parameters: 1

id: 1016
unit: def get_image_from_url()
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McCabe index: 1
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id: 1017
unit: def __init__()
file: lxmert/processing_image.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1018
unit: def _scale_box()
file: lxmert/processing_image.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1019
unit: def entropy()
file: bertology/run_bertology.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1020
unit: def __init__()
file: bertabs/modeling_bertabs.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1021
unit: def forward()
file: bertabs/modeling_bertabs.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1022
unit: def build_predictor()
file: bertabs/modeling_bertabs.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 5

id: 1023
unit: def __init__()
file: bertabs/modeling_bertabs.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1024
unit: def _create_traced_encoder()
file: onnx/summarization/bart_onnx/generation_onnx.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1025
unit: def __init__()
file: onnx/summarization/bart_onnx/generation_onnx.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1026
unit: def _force_token_id_to_be_generated()
file: onnx/summarization/bart_onnx/generation_onnx.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1027
unit: def train_dataloader()
file: seq2seq-distillation/finetune.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1028
unit: def _dump_articles()
file: seq2seq-distillation/_test_seq2seq_examples.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1029
unit: def setUpClass()
file: seq2seq-distillation/_test_seq2seq_examples.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1030
unit: def test_distill_no_teacher()
file: seq2seq-distillation/_test_seq2seq_examples.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1031
unit: def test_valid_t5()
file: seq2seq-distillation/_test_make_student.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1032
unit: def test_raises_assert()
file: seq2seq-distillation/_test_make_student.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1033
unit: def pickle_load()
file: seq2seq-distillation/utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1034
unit: def pickle_save()
file: seq2seq-distillation/utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1035
unit: def save_git_info()
file: seq2seq-distillation/utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1036
unit: def save_json()
file: seq2seq-distillation/utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1037
unit: def load_json()
file: seq2seq-distillation/utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1038
unit: def freeze_params()
file: seq2seq-distillation/utils.py
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size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1039
unit: def chunks()
file: seq2seq-distillation/utils.py
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size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 1040
unit: def on_batch_end()
file: seq2seq-distillation/callbacks.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1041
unit: def on_test_end()
file: seq2seq-distillation/callbacks.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1042
unit: def _dump_articles()
file: seq2seq-distillation/_test_seq2seq_examples_multi_gpu.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1043
unit: def write_eval_metric()
file: jax-projects/wav2vec2/run_wav2vec2_pretrain_flax.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1044
unit: def write_eval_metric()
file: jax-projects/model_parallel/run_clm_mp.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1045
unit: def from_text_vision_configs()
file: jax-projects/hybrid_clip/configuration_hybrid_clip.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1046
unit: def _load_image()
file: jax-projects/hybrid_clip/run_hybrid_clip.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1047
unit: def write_eval_metric()
file: jax-projects/dataset-streaming/run_mlm_flax_stream.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1048
unit: def setup()
file: jax-projects/big_bird/bigbird_flax.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1049
unit: def fetch_inputs()
file: jax-projects/big_bird/bigbird_flax.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 1050
unit: def _prune_heads()
file: movement-pruning/emmental/modeling_bert_masked.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 1051
unit: def test_finetune_gpu()
file: rag/_test_finetune_rag.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1052
unit: def test_finetune_multigpu()
file: rag/_test_finetune_rag.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1053
unit: def test_finetune_gpu_ray_retrieval()
file: rag/_test_finetune_rag.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1054
unit: def test_finetune_multigpu_ray_retrieval()
file: rag/_test_finetune_rag.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1055
unit: def retrieve()
file: rag/distributed_ray_retriever.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1056
unit: def split_text()
file: rag/use_own_knowledge_dataset.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1057
unit: def save_git_info()
file: rag/utils_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1058
unit: def save_json()
file: rag/utils_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1059
unit: def load_json()
file: rag/utils_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1060
unit: def pickle_save()
file: rag/utils_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1061
unit: def on_batch_end()
file: rag/callbacks_rag.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1062
unit: def on_test_end()
file: rag/callbacks_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1063
unit: def __init__()
file: rag/finetune_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1064
unit: def save_metrics()
file: rag/finetune_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1065
unit: def train_dataloader()
file: rag/finetune_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1066
unit: def _split_thousands()
file: tapex/wikisql_utils.py
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end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 2

id: 1067
unit: def _parse_value()
file: tapex/wikisql_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1068
unit: def clear_object()
file: rag-end2end-retriever/distributed_ray_retriever.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1069
unit: def split_text()
file: rag-end2end-retriever/use_own_knowledge_dataset.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1070
unit: def save_git_info()
file: rag-end2end-retriever/utils_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1071
unit: def save_json()
file: rag-end2end-retriever/utils_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1072
unit: def load_json()
file: rag-end2end-retriever/utils_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1073
unit: def pickle_save()
file: rag-end2end-retriever/utils_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1074
unit: def on_batch_end()
file: rag-end2end-retriever/callbacks_rag.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1075
unit: def on_test_end()
file: rag-end2end-retriever/callbacks_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1076
unit: def split_text()
file: rag-end2end-retriever/kb_encode_utils.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1077
unit: def __init__()
file: rag-end2end-retriever/finetune_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1078
unit: def save_metrics()
file: rag-end2end-retriever/finetune_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1079
unit: def train_dataloader()
file: rag-end2end-retriever/finetune_rag.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1080
unit: def embed_questions()
file: longform-qa/eli5_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1081
unit: def embed_answers()
file: longform-qa/eli5_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1082
unit: def remove_last_block()
file: codeparrot/scripts/human_eval.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1083
unit: def line_stats()
file: codeparrot/scripts/preprocessing.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1084
unit: def alpha_stats()
file: codeparrot/scripts/preprocessing.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1085
unit: def batch_iterator()
file: codeparrot/scripts/bpe_training.py
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end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 1086
unit: def forward()
file: visual_bert/modeling_frcnn.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1087
unit: def backward()
file: visual_bert/modeling_frcnn.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1088
unit: def _shared_roi_transform()
file: visual_bert/modeling_frcnn.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1089
unit: def dump_yaml()
file: visual_bert/utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1090
unit: def dump_json()
file: visual_bert/utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1091
unit: def from_pretrained()
file: visual_bert/utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1092
unit: def is_remote_url()
file: visual_bert/utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1093
unit: def _resumable_file_manager()
file: visual_bert/utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1094
unit: def preprocess_vqgan()
file: vqgan-clip/img_processing.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1095
unit: def loop_post_process()
file: vqgan-clip/img_processing.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1096
unit: def freeze_module()
file: vqgan-clip/utils.py
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size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1097
unit: def __call__()
file: performer/modeling_flax_performer.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1098
unit: def __call__()
file: performer/modeling_flax_performer.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1099
unit: def reset_stats()
file: bert-loses-patience/pabee/modeling_pabee_albert.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1100
unit: def reset_stats()
file: bert-loses-patience/pabee/modeling_pabee_bert.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1101
unit: def freeze_token_type_embeddings()
file: distillation/train.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 1102
unit: def check()
file: distillation/lm_seqs_dataset.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1103
unit: def __init__()
file: pplm/run_pplm_discrim_train.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1104
unit: def forward()
file: pplm/pplm_classification_head.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1105
unit: def _prune_heads()
file: deebert/src/modeling_highway_bert.py
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size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 1106
unit: def __init__()
file: deebert/src/modeling_highway_bert.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1107
unit: def forward()
file: lxmert/modeling_frcnn.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1108
unit: def backward()
file: lxmert/modeling_frcnn.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1109
unit: def _shared_roi_transform()
file: lxmert/modeling_frcnn.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1110
unit: def dump_yaml()
file: lxmert/utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1111
unit: def dump_json()
file: lxmert/utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1112
unit: def from_pretrained()
file: lxmert/utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1113
unit: def is_remote_url()
file: lxmert/utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1114
unit: def _resumable_file_manager()
file: lxmert/utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1115
unit: def save_rouge_scores()
file: bertabs/run_summarization.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1116
unit: def load_and_cache_examples()
file: bertabs/run_summarization.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1117
unit: def detach()
file: bertabs/modeling_bertabs.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1118
unit: def score()
file: bertabs/modeling_bertabs.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1119
unit: def length_wu()
file: bertabs/modeling_bertabs.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1120
unit: def translate_batch()
file: bertabs/modeling_bertabs.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1121
unit: def zero_grad()
file: bertabs/modeling_bertabs.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1122
unit: def _graph_replace_input_with()
file: onnx/summarization/bart_onnx/reduce_onnx_size.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1123
unit: def __init__()
file: onnx/summarization/bart_onnx/generation_onnx.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1124
unit: def __init__()
file: onnx/summarization/bart_onnx/generation_onnx.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1125
unit: def __init__()
file: onnx/summarization/bart_onnx/generation_onnx.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1126
unit: def sanitize()
file: seq2seq-distillation/convert_pl_checkpoint_to_hf.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1127
unit: def datetime_now()
file: seq2seq-distillation/run_eval.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1128
unit: def forward()
file: seq2seq-distillation/finetune.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1129
unit: def pad()
file: seq2seq-distillation/finetune.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1130
unit: def validation_step()
file: seq2seq-distillation/finetune.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1131
unit: def calc_generative_metrics()
file: seq2seq-distillation/finetune.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1132
unit: def test_step()
file: seq2seq-distillation/finetune.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1133
unit: def test_epoch_end()
file: seq2seq-distillation/finetune.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1134
unit: def val_dataloader()
file: seq2seq-distillation/finetune.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1135
unit: def test_dataloader()
file: seq2seq-distillation/finetune.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1136
unit: def calc_generative_metrics()
file: seq2seq-distillation/finetune.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1137
unit: def test_model_download()
file: seq2seq-distillation/_test_bash_script.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1138
unit: def teacher_config()
file: seq2seq-distillation/_test_make_student.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1139
unit: def test_asymmetric_t5()
file: seq2seq-distillation/_test_make_student.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1140
unit: def lmap()
file: seq2seq-distillation/utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1141
unit: def calculate_bleu()
file: seq2seq-distillation/utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1142
unit: def __len__()
file: seq2seq-distillation/utils.py
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size: 2 LOC
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id: 1170
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id: 1177
unit: def list_field()
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id: 1178
unit: def backward()
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unit: def backward()
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id: 1182
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unit: def _is_main()
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id: 1184
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id: 1212
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id: 1215
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id: 1216
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id: 1217
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id: 1219
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id: 1234
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id: 1264
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file: visual_bert/modeling_frcnn.py
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id: 1265
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id: 1268
unit: def forward()
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1269
unit: def out_channels()
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size: 2 LOC
McCabe index: 1
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id: 1270
unit: def stride()
file: visual_bert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
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id: 1271
unit: def __init__()
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size: 2 LOC
McCabe index: 1
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id: 1272
unit: def forward()
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size: 2 LOC
McCabe index: 1
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id: 1273
unit: def size_divisibility()
file: visual_bert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1274
unit: def out_features()
file: visual_bert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1275
unit: def out_feature_strides()
file: visual_bert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1276
unit: def out_feature_channels()
file: visual_bert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1277
unit: def training()
file: visual_bert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
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id: 1278
unit: def box_dim()
file: visual_bert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1279
unit: def num_cell_anchors()
file: visual_bert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1280
unit: def training()
file: visual_bert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 1281
unit: def __repr__()
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1282
unit: def to_dict()
file: visual_bert/utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1283
unit: def get_demo_path()
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1284
unit: def chunk()
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size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 1285
unit: def nonnegative_softmax_kernel_feature_creator()
file: performer/modeling_flax_performer_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1286
unit: def sincos_softmax_kernel_feature_creator()
file: performer/modeling_flax_performer_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1287
unit: def generalized_kernel_feature_creator()
file: performer/modeling_flax_performer_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1288
unit: def kernel_feature_creator()
file: performer/modeling_flax_performer_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1289
unit: def kernel_feature_creator()
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1290
unit: def kernel_feature_creator()
file: performer/modeling_flax_performer_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1291
unit: def get_2d_array()
file: performer/modeling_flax_performer_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1292
unit: def get_2d_array()
file: performer/modeling_flax_performer_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1293
unit: def __init__()
file: performer/modeling_flax_performer.py
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1294
unit: def module()
file: performer/modeling_flax_performer.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1295
unit: def __call__()
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1296
unit: def __init__()
file: performer/modeling_flax_performer.py
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size: 2 LOC
McCabe index: 1
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id: 1297
unit: def __call__()
file: performer/modeling_flax_performer.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1298
unit: def mask_tokens()
file: performer/run_mlm_performer.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1299
unit: def __len__()
file: adversarial/utils_hans.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1300
unit: def __getitem__()
file: adversarial/utils_hans.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1301
unit: def get_labels()
file: adversarial/utils_hans.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1302
unit: def get_dataset()
file: adversarial/utils_hans.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1303
unit: def __len__()
file: adversarial/utils_hans.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1304
unit: def __getitem__()
file: adversarial/utils_hans.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1305
unit: def get_labels()
file: adversarial/utils_hans.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1306
unit: def get_train_examples()
file: adversarial/utils_hans.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1307
unit: def get_dev_examples()
file: adversarial/utils_hans.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1308
unit: def get_labels()
file: adversarial/utils_hans.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1309
unit: def _mp_fn()
file: adversarial/run_hans.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1310
unit: def set_regression_threshold()
file: bert-loses-patience/pabee/modeling_pabee_albert.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1311
unit: def set_patience()
file: bert-loses-patience/pabee/modeling_pabee_albert.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1312
unit: def set_regression_threshold()
file: bert-loses-patience/pabee/modeling_pabee_bert.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1313
unit: def set_patience()
file: bert-loses-patience/pabee/modeling_pabee_bert.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1314
unit: def _mp_fn()
file: quantization-qdqbert/run_quant_qa.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1315
unit: def binding_nbytes()
file: quantization-qdqbert/evaluate-hf-trt-qa.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1316
unit: def to_list()
file: distillation/run_squad_w_distillation.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1317
unit: def __len__()
file: distillation/grouped_batch_sampler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1318
unit: def __getitem__()
file: distillation/lm_seqs_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1319
unit: def __len__()
file: distillation/lm_seqs_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1320
unit: def __init__()
file: distillation/distiller.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1321
unit: def get_classifier()
file: pplm/run_pplm_discrim_train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1322
unit: def __len__()
file: pplm/run_pplm_discrim_train.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1323
unit: def get_classifier()
file: pplm/run_pplm.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1324
unit: def init_highway_pooler()
file: deebert/src/modeling_highway_bert.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1325
unit: def get_input_embeddings()
file: deebert/src/modeling_highway_bert.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1326
unit: def set_input_embeddings()
file: deebert/src/modeling_highway_bert.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1327
unit: def _mp_fn()
file: layoutlmv3/run_funsd_cord.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1328
unit: def add_ground_truth_to_proposals()
file: lxmert/modeling_frcnn.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1329
unit: def add_ground_truth_to_proposals_single_image()
file: lxmert/modeling_frcnn.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1330
unit: def __new__()
file: lxmert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 6

id: 1331
unit: def _get_ground_truth()
file: lxmert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1332
unit: def forward()
file: lxmert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1333
unit: def out_channels()
file: lxmert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1334
unit: def stride()
file: lxmert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1335
unit: def __init__()
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1336
unit: def forward()
file: lxmert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1337
unit: def size_divisibility()
file: lxmert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1338
unit: def out_features()
file: lxmert/modeling_frcnn.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1339
unit: def out_feature_strides()
file: lxmert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1340
unit: def out_feature_channels()
file: lxmert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1341
unit: def training()
file: lxmert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 7

id: 1342
unit: def box_dim()
file: lxmert/modeling_frcnn.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1343
unit: def num_cell_anchors()
file: lxmert/modeling_frcnn.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1344
unit: def training()
file: lxmert/modeling_frcnn.py
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size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 1345
unit: def __repr__()
file: lxmert/utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1346
unit: def to_dict()
file: lxmert/utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1347
unit: def get_demo_path()
file: lxmert/utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1348
unit: def chunk()
file: lxmert/utils.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 1349
unit: def __len__()
file: mm-imdb/utils_mmimdb.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1350
unit: def compute_heads_importance()
file: bertology/run_bertology.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1351
unit: def compute_heads_importance()
file: bertology/run_prune_gpt.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1352
unit: def format_rouge_scores()
file: bertabs/run_summarization.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1353
unit: def __len__()
file: bertabs/utils_summarization.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1354
unit: def get_emb()
file: bertabs/modeling_bertabs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1355
unit: def shape()
file: bertabs/modeling_bertabs.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1356
unit: def unshape()
file: bertabs/modeling_bertabs.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1357
unit: def map_batch_fn()
file: bertabs/modeling_bertabs.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1358
unit: def repeat_beam_size_times()
file: bertabs/modeling_bertabs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1359
unit: def gelu()
file: bertabs/modeling_bertabs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1360
unit: def __init__()
file: bertabs/modeling_bertabs.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1361
unit: def length_average()
file: bertabs/modeling_bertabs.py
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size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1362
unit: def length_none()
file: bertabs/modeling_bertabs.py
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size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 1363
unit: def _update_rate()
file: bertabs/modeling_bertabs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1364
unit: def _encoder_forward()
file: onnx/summarization/bart_onnx/generation_onnx.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1365
unit: def _init_sequence_length_for_generation()
file: onnx/summarization/bart_onnx/generation_onnx.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1366
unit: def greedy_search()
file: onnx/summarization/bart_onnx/generation_onnx.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1367
unit: def is_done()
file: onnx/summarization/bart_onnx/generation_onnx.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1368
unit: def hypo_len()
file: onnx/summarization/bart_onnx/generation_onnx.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1369
unit: def beam_search()
file: onnx/summarization/bart_onnx/generation_onnx.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0