id: 1 unit: def parallelize() file: optimum/graphcore/models/mt5/modeling_mt5.py start line: 0 end line: 0 size: 119 LOC McCabe index: 39 number of parameters: 2 id: 2 unit: def __post_init__() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 115 LOC McCabe index: 43 number of parameters: 1 id: 3 unit: def create() file: notebooks/packed_bert/utils/packing/dataset_creator.py start line: 0 end line: 0 size: 100 LOC McCabe index: 38 number of parameters: 1 id: 4 unit: def forward() file: optimum/graphcore/generation/on_device_generation.py start line: 0 end line: 0 size: 91 LOC McCabe index: 14 number of parameters: 4 id: 5 unit: def LPFHP() file: notebooks/packed_bert/utils/packing/algorithms.py start line: 0 end line: 0 size: 88 LOC McCabe index: 20 number of parameters: 4 id: 6 unit: def parallelize() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 79 LOC McCabe index: 22 number of parameters: 5 id: 7 unit: def _to_options() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 74 LOC McCabe index: 34 number of parameters: 3 id: 8 unit: def SPFHP() file: notebooks/packed_bert/utils/packing/algorithms.py start line: 0 end line: 0 size: 70 LOC McCabe index: 14 number of parameters: 3 id: 9 unit: def create_optimizer() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 69 LOC McCabe index: 28 number of parameters: 1 id: 10 unit: def parallelize() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 69 LOC McCabe index: 27 number of parameters: 5 id: 11 unit: def get_ipu_config() file: notebooks/text_embeddings_models/config.py start line: 0 end line: 0 size: 66 LOC McCabe index: 27 number of parameters: 6 id: 12 unit: def predict() file: notebooks/packed_bert/pipeline/packed_bert.py start line: 0 end line: 0 size: 64 LOC McCabe index: 4 number of parameters: 3 id: 13 unit: def parallelize() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 57 LOC McCabe index: 14 number of parameters: 4 id: 14 unit: poplar::Tensor decompressPacked4BitTensor() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompressx.cpp start line: 63 end line: 130 size: 52 LOC McCabe index: 5 number of parameters: 5 id: 15 unit: def predict() file: notebooks/packed_bert/pipeline/packed_bert.py start line: 0 end line: 0 size: 51 LOC McCabe index: 7 number of parameters: 3 id: 16 unit: def _validate_kv_cache() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 46 LOC McCabe index: 15 number of parameters: 4 id: 17 unit: def prepare_train_features() file: notebooks/squad_preprocessing.py start line: 0 end line: 0 size: 45 LOC McCabe index: 22 number of parameters: 1 id: 18 unit: def get_train_dataloader() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 44 LOC McCabe index: 6 number of parameters: 1 id: 19 unit: def parallelize() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 44 LOC McCabe index: 7 number of parameters: 2 id: 20 unit: def disentangled_att_bias() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 44 LOC McCabe index: 9 number of parameters: 6 id: 21 unit: def _load_from_checkpoint() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 43 LOC McCabe index: 13 number of parameters: 3 id: 22 unit: def change_attention_class() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 42 LOC McCabe index: 5 number of parameters: 3 id: 23 unit: def change_attention_class() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 42 LOC McCabe index: 5 number of parameters: 3 id: 24 unit: def _validate_ipu_config() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 41 LOC McCabe index: 18 number of parameters: 1 id: 25 unit: def _forward() file: optimum/graphcore/pipelines/automatic_speech_recognition.py start line: 0 end line: 0 size: 40 LOC McCabe index: 14 number of parameters: 4 id: 26 unit: def get_eval_dataloader() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 37 LOC McCabe index: 7 number of parameters: 2 id: 27 unit: def _save_checkpoint() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 37 LOC McCabe index: 12 number of parameters: 3 id: 28 unit: def init_git_repo() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 35 LOC McCabe index: 10 number of parameters: 2 id: 29 unit: def _prepare_inputs_for_on_device_generation() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 34 LOC McCabe index: 16 number of parameters: 4 id: 30 unit: def parallelize() file: optimum/graphcore/models/gpt2/modeling_gpt2.py start line: 0 end line: 0 size: 34 LOC McCabe index: 7 number of parameters: 2 id: 31 unit: def extract_hyperparameters_from_trainer() file: optimum/graphcore/modelcard.py start line: 0 end line: 0 size: 33 LOC McCabe index: 14 number of parameters: 1 id: 32 unit: def __init__() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 33 LOC McCabe index: 1 number of parameters: 0 id: 33 unit: def get_test_dataloader() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 33 LOC McCabe index: 5 number of parameters: 2 id: 34 unit: def parallelize() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 33 LOC McCabe index: 8 number of parameters: 1 id: 35 unit: void GroupQuantizeDecompressOp::setup() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress.cpp start line: 50 end line: 92 size: 33 LOC McCabe index: 7 number of parameters: 0 id: 36 unit: def _get_train_sampler() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 32 LOC McCabe index: 12 number of parameters: 1 id: 37 unit: def add_to_kv_cache() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 31 LOC McCabe index: 8 number of parameters: 3 id: 38 unit: def parallelize() file: optimum/graphcore/models/lxmert/modeling_lxmert.py start line: 0 end line: 0 size: 31 LOC McCabe index: 7 number of parameters: 1 id: 39 unit: def __call__() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 31 LOC McCabe index: 4 number of parameters: 5 id: 40 unit: def parallelize() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 30 LOC McCabe index: 4 number of parameters: 1 id: 41 unit: def change_bart_attention_class() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 30 LOC McCabe index: 5 number of parameters: 3 id: 42 unit: def parallelize() file: optimum/graphcore/models/gpt2/modeling_gpt2.py start line: 0 end line: 0 size: 30 LOC McCabe index: 8 number of parameters: 1 id: 43 unit: def _push_from_checkpoint() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 29 LOC McCabe index: 15 number of parameters: 2 id: 44 unit: def deparallelize() file: optimum/graphcore/models/mt5/modeling_mt5.py start line: 0 end line: 0 size: 29 LOC McCabe index: 9 number of parameters: 1 id: 45 unit: def parallelize() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 28 LOC McCabe index: 12 number of parameters: 1 id: 46 unit: def parallelize() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 28 LOC McCabe index: 5 number of parameters: 1 id: 47 unit: def forward() file: optimum/graphcore/generation/on_device_generation.py start line: 0 end line: 0 size: 27 LOC McCabe index: 6 number of parameters: 2 id: 48 unit: def _check_dataset_can_fill_batch() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 27 LOC McCabe index: 8 number of parameters: 3 id: 49 unit: def _maybe_log_save_evaluate() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 27 LOC McCabe index: 6 number of parameters: 5 id: 50 unit: def forward() file: optimum/graphcore/models/wav2vec2/ipu_gumbel_vector_quantizer.py start line: 0 end line: 0 size: 27 LOC McCabe index: 2 number of parameters: 4 id: 51 unit: def torch_mask_tokens() file: optimum/graphcore/data/data_collator.py start line: 0 end line: 0 size: 26 LOC McCabe index: 5 number of parameters: 3 id: 52 unit: def deparallelize() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 26 LOC McCabe index: 7 number of parameters: 1 id: 53 unit: def parallelize() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 26 LOC McCabe index: 4 number of parameters: 1 id: 54 unit: def parallelize() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 26 LOC McCabe index: 5 number of parameters: 1 id: 55 unit: def parallelize() file: optimum/graphcore/models/mpnet/modeling_mpnet.py start line: 0 end line: 0 size: 26 LOC McCabe index: 6 number of parameters: 1 id: 56 unit: inline void from_int4v4_to_halfv4_convert_v1() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress_codelet_v1.cpp start line: 57 end line: 91 size: 26 LOC McCabe index: 2 number of parameters: 3 id: 57 unit: def _parse_and_tokenize() file: optimum/graphcore/pipelines/text2text_generation.py start line: 0 end line: 0 size: 25 LOC McCabe index: 7 number of parameters: 4 id: 58 unit: def reset_state() file: optimum/graphcore/generation/on_device_generation.py start line: 0 end line: 0 size: 25 LOC McCabe index: 1 number of parameters: 2 id: 59 unit: def prepare_validation_features() file: notebooks/squad_preprocessing.py start line: 0 end line: 0 size: 24 LOC McCabe index: 14 number of parameters: 1 id: 60 unit: def update_from_string() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 24 LOC McCabe index: 11 number of parameters: 2 id: 61 unit: def wrap_model() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 24 LOC McCabe index: 7 number of parameters: 4 id: 62 unit: def _load_rng_state() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 24 LOC McCabe index: 5 number of parameters: 2 id: 63 unit: def push_to_hub() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 24 LOC McCabe index: 11 number of parameters: 4 id: 64 unit: def parallelize() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 24 LOC McCabe index: 6 number of parameters: 1 id: 65 unit: def parallelize() file: optimum/graphcore/models/roberta/modeling_roberta.py start line: 0 end line: 0 size: 24 LOC McCabe index: 4 number of parameters: 1 id: 66 unit: def forward() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 23 LOC McCabe index: 9 number of parameters: 4 id: 67 unit: def _save() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 23 LOC McCabe index: 9 number of parameters: 3 id: 68 unit: def parallelize() file: optimum/graphcore/models/convnext/modeling_convnext.py start line: 0 end line: 0 size: 23 LOC McCabe index: 6 number of parameters: 1 id: 69 unit: def quantize_linear_layers() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 23 LOC McCabe index: 4 number of parameters: 3 id: 70 unit: def parallelize() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 23 LOC McCabe index: 4 number of parameters: 1 id: 71 unit: def __init__() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 23 LOC McCabe index: 4 number of parameters: 3 id: 72 unit: def __getitem__() file: notebooks/packed_bert/utils/packing/dataset_templates.py start line: 0 end line: 0 size: 22 LOC McCabe index: 9 number of parameters: 2 id: 73 unit: def quantize_linear_layers() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 22 LOC McCabe index: 4 number of parameters: 3 id: 74 unit: def parallelize() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 22 LOC McCabe index: 6 number of parameters: 1 id: 75 unit: def parallelize() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 22 LOC McCabe index: 5 number of parameters: 1 id: 76 unit: def change_modules_for_ipu() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 22 LOC McCabe index: 10 number of parameters: 2 id: 77 unit: def to_poptorch_dataloader() file: optimum/graphcore/trainer_utils.py start line: 0 end line: 0 size: 21 LOC McCabe index: 4 number of parameters: 1 id: 78 unit: def forward() file: optimum/graphcore/generation/on_device_generation.py start line: 0 end line: 0 size: 21 LOC McCabe index: 3 number of parameters: 4 id: 79 unit: def _attn() file: optimum/graphcore/models/gpt2/optimized_gpt2_attn.py start line: 0 end line: 0 size: 21 LOC McCabe index: 8 number of parameters: 6 id: 80 unit: def _sanitize_parameters() file: optimum/graphcore/pipelines/zero_shot_classification.py start line: 0 end line: 0 size: 20 LOC McCabe index: 7 number of parameters: 2 id: 81 unit: def check_model_type() file: optimum/graphcore/pipelines/__init__.py start line: 0 end line: 0 size: 20 LOC McCabe index: 9 number of parameters: 3 id: 82 unit: def new_forward() file: optimum/graphcore/pipelines/__init__.py start line: 0 end line: 0 size: 20 LOC McCabe index: 15 number of parameters: 4 id: 83 unit: def _remove_unused_columns() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 20 LOC McCabe index: 7 number of parameters: 3 id: 84 unit: def parallelize() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 20 LOC McCabe index: 5 number of parameters: 1 id: 85 unit: def parallelize() file: optimum/graphcore/models/hubert/modeling_hubert.py start line: 0 end line: 0 size: 20 LOC McCabe index: 5 number of parameters: 1 id: 86 unit: def parallelize() file: optimum/graphcore/models/mpnet/modeling_mpnet.py start line: 0 end line: 0 size: 20 LOC McCabe index: 5 number of parameters: 1 id: 87 unit: def parallelize() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 20 LOC McCabe index: 7 number of parameters: 1 id: 88 unit: def parallelize() file: optimum/graphcore/models/roberta/modeling_roberta.py start line: 0 end line: 0 size: 20 LOC McCabe index: 5 number of parameters: 1 id: 89 unit: def to_pipelined() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 20 LOC McCabe index: 8 number of parameters: 3 id: 90 unit: def _int4_npy_decoder() file: optimum/graphcore/quantization/group_quantize.py start line: 0 end line: 0 size: 20 LOC McCabe index: 2 number of parameters: 1 id: 91 unit: def group_quantize_compress() file: optimum/graphcore/quantization/group_quantize.py start line: 0 end line: 0 size: 20 LOC McCabe index: 2 number of parameters: 2 id: 92 unit: def __init__() file: optimum/graphcore/models/groupbert/groupbert_convolution.py start line: 0 end line: 0 size: 19 LOC McCabe index: 1 number of parameters: 2 id: 93 unit: def parallelize() file: optimum/graphcore/models/vit/modeling_vit.py start line: 0 end line: 0 size: 19 LOC McCabe index: 3 number of parameters: 1 id: 94 unit: def __getitem__() file: notebooks/packed_bert/utils/packing/dataset_templates.py start line: 0 end line: 0 size: 18 LOC McCabe index: 5 number of parameters: 2 id: 95 unit: def pad_on_batch_axis() file: optimum/graphcore/data/data_collator.py start line: 0 end line: 0 size: 18 LOC McCabe index: 3 number of parameters: 1 id: 96 unit: def batch_padding() file: optimum/graphcore/pipelines/automatic_speech_recognition.py start line: 0 end line: 0 size: 18 LOC McCabe index: 4 number of parameters: 2 id: 97 unit: def _load_best_model() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 18 LOC McCabe index: 7 number of parameters: 1 id: 98 unit: def compute_loss() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 18 LOC McCabe index: 11 number of parameters: 4 id: 99 unit: def _rotate_checkpoints() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 18 LOC McCabe index: 9 number of parameters: 3 id: 100 unit: def forward() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 0 id: 101 unit: def fused_qkv() file: optimum/graphcore/models/groupbert/groupbert_attention.py start line: 0 end line: 0 size: 18 LOC McCabe index: 5 number of parameters: 2 id: 102 unit: def fused_qkv() file: optimum/graphcore/models/bert/bert_fused_attention.py start line: 0 end line: 0 size: 18 LOC McCabe index: 5 number of parameters: 2 id: 103 unit: def forward() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 0 id: 104 unit: def fused_qkv() file: optimum/graphcore/models/mpnet/modeling_mpnet.py start line: 0 end line: 0 size: 18 LOC McCabe index: 5 number of parameters: 2 id: 105 unit: def _ipu_gumbel_softmax() file: optimum/graphcore/models/wav2vec2/ipu_gumbel_vector_quantizer.py start line: 0 end line: 0 size: 18 LOC McCabe index: 3 number of parameters: 5 id: 106 unit: def forward() file: optimum/graphcore/models/mt5/modeling_mt5.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 0 id: 107 unit: def forward() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 18 LOC McCabe index: 3 number of parameters: 4 id: 108 unit: def __init__() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 0 id: 109 unit: def from_model() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 17 LOC McCabe index: 2 number of parameters: 3 id: 110 unit: def change_lm_head() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 17 LOC McCabe index: 7 number of parameters: 3 id: 111 unit: def forward() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 0 id: 112 unit: def forward() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 0 id: 113 unit: def forward() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 0 id: 114 unit: def forward() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/safety_checker.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 3 id: 115 unit: def run_safety_checker() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 17 LOC McCabe index: 3 number of parameters: 4 id: 116 unit: def __init__() file: optimum/graphcore/trainer_seq2seq.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 18 id: 117 unit: def __init__() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 18 id: 118 unit: def forward() file: optimum/graphcore/models/convnext/optimized_convnextlayer.py start line: 0 end line: 0 size: 16 LOC McCabe index: 3 number of parameters: 2 id: 119 unit: def __init__() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 16 LOC McCabe index: 3 number of parameters: 2 id: 120 unit: def change_encoder_class() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 16 LOC McCabe index: 4 number of parameters: 3 id: 121 unit: def parallelize() file: optimum/graphcore/models/hubert/modeling_hubert.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 1 id: 122 unit: def forward() file: optimum/graphcore/models/gpt2/modeling_gpt2.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 0 id: 123 unit: def from_peft() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 3 id: 124 unit: def _build() file: optimum/graphcore/custom_ops/utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 3 number of parameters: 2 id: 125 unit: def get_poplar_executor() file: notebooks/packed_bert/pipeline/packed_bert.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 4 id: 126 unit: def _pad_tensors_to_max_len() file: optimum/graphcore/trainer_seq2seq.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 3 id: 127 unit: def beam_sample() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 0 id: 128 unit: def update_attention_mask() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 2 id: 129 unit: def _init_weights() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 15 LOC McCabe index: 6 number of parameters: 2 id: 130 unit: def _init_weights() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 15 LOC McCabe index: 6 number of parameters: 2 id: 131 unit: def _init_weights() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 15 LOC McCabe index: 6 number of parameters: 2 id: 132 unit: def register() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 1 id: 133 unit: def to_model() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 15 LOC McCabe index: 7 number of parameters: 1 id: 134 unit: def _int4_npy_encoder() file: optimum/graphcore/quantization/group_quantize.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 1 id: 135 unit: def _sliced_attention() file: notebooks/stable_diffusion/stable_diffusion_space/ipu_models.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 6 id: 136 unit: def __init__() file: notebooks/packed_bert/utils/packing/dataset_creator.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 137 unit: def load_generation_config() file: optimum/graphcore/trainer_seq2seq.py start line: 0 end line: 0 size: 14 LOC McCabe index: 10 number of parameters: 2 id: 138 unit: def beam_search() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 139 unit: def sample() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 140 unit: def from_model() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 141 unit: def forward() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 142 unit: def forward() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 143 unit: def forward() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 144 unit: def forward() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 145 unit: def _prepare_decoder_attention_mask() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 14 LOC McCabe index: 4 number of parameters: 5 id: 146 unit: def forward() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 147 unit: def forward() file: optimum/graphcore/models/wav2vec2/ipu_layer_drop.py start line: 0 end line: 0 size: 14 LOC McCabe index: 5 number of parameters: 2 id: 148 unit: def forward() file: optimum/graphcore/models/mt5/modeling_mt5.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 149 unit: def forward() file: optimum/graphcore/models/gpt2/modeling_gpt2.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 150 unit: def forward() file: optimum/graphcore/models/roberta/modeling_roberta.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 0 id: 151 unit: def forward() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 2 id: 152 unit: def parallelize() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 2 id: 153 unit: def parallelize() file: notebooks/stable_diffusion/stable_diffusion_space/ipu_models.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 1 id: 154 unit: def __init__() file: notebooks/packed_bert/pipeline/packed_bert.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 155 unit: def forward() file: notebooks/packed_bert/models/modeling_bert_packed.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 156 unit: def _sanitize_parameters() file: optimum/graphcore/pipelines/fill_mask.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 4 id: 157 unit: def __setattr__() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 3 id: 158 unit: def greedy_search() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 159 unit: def _adapt_logits_processor_for_on_device_generation() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 3 id: 160 unit: def on_device_generation_model_ctr() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 1 id: 161 unit: def create_scheduler() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 3 id: 162 unit: def _load_state_dict_in_model() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 13 LOC McCabe index: 6 number of parameters: 2 id: 163 unit: def deparallelize() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 1 id: 164 unit: def forward() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 165 unit: def forward() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 166 unit: def prune_heads() file: optimum/graphcore/models/groupbert/groupbert_attention.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 2 id: 167 unit: def forward() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 168 unit: def forward() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 169 unit: def deparallelize() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 1 id: 170 unit: def forward() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 171 unit: def parallelize() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 1 id: 172 unit: def forward() file: optimum/graphcore/models/lxmert/modeling_lxmert.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 173 unit: def forward() file: optimum/graphcore/models/roberta/modeling_roberta.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 174 unit: def forward() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 13 LOC McCabe index: 6 number of parameters: 2 id: 175 unit: def infer() file: notebooks/stable_diffusion/stable_diffusion_space/app.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 2 id: 176 unit: def __init__() file: notebooks/packed_bert/pipeline/packed_bert.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 177 unit: def forward() file: notebooks/packed_bert/models/modeling_bert_packed.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 178 unit: def from_trainer() file: optimum/graphcore/modelcard.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 179 unit: def pipeline() file: optimum/graphcore/pipelines/__init__.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 180 unit: def __init__() file: optimum/graphcore/generation/on_device_generation.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 181 unit: def _issue_warnings_after_load() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 2 id: 182 unit: def prepare_inputs_for_generation() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 183 unit: def forward() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 184 unit: def deparallelize() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 185 unit: def _np_extract_fbank_features() file: optimum/graphcore/models/whisper/feature_extraction_whisper.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 2 id: 186 unit: def _prepare_decoder_attention_mask() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 5 id: 187 unit: def from_model() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 4 id: 188 unit: def change_conv_eps() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 2 id: 189 unit: def change_conv_eps() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 12 LOC McCabe index: 6 number of parameters: 2 id: 190 unit: def forward() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 191 unit: def from_pretrained() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 192 unit: def graph_profile_dir_append() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 1 id: 193 unit: def on_device_generation_model_ctr() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 1 id: 194 unit: def _on_device_beam_search() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 195 unit: def __init__() file: optimum/graphcore/generation/on_device_generation.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 196 unit: def infer_attribute_from_layer() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 1 id: 197 unit: def _load_optimizer_and_scheduler() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 2 id: 198 unit: def _wrap_and_compile_model_for_evaluation() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 3 id: 199 unit: def create_model_card() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 200 unit: def forward() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 201 unit: def encoder_and_decoder_embeddings_computation() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 2 id: 202 unit: def encoder_and_decoder_embeddings_computation() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 2 id: 203 unit: def _compute_perplexity() file: optimum/graphcore/models/wav2vec2/ipu_gumbel_vector_quantizer.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 2 id: 204 unit: def encoder_and_decoder_embeddings_computation() file: optimum/graphcore/models/mt5/modeling_mt5.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 2 id: 205 unit: def deparallelize() file: optimum/graphcore/models/gpt2/modeling_gpt2.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 1 id: 206 unit: def forward() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 207 unit: def forward() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 208 unit: def num_parameters() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 12 number of parameters: 3 id: 209 unit: def parallelize() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 2 id: 210 unit: def parallelize() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 2 id: 211 unit: def _calc_cur_checksum_with_sdk_version() file: optimum/graphcore/custom_ops/utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 0 id: 212 unit: def prepare_inference_dataloader() file: notebooks/packed_bert/pipeline/packed_bert.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 4 id: 213 unit: def postprocess_preds() file: notebooks/packed_bert/pipeline/packed_bert.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 3 id: 214 unit: def get_strategy() file: notebooks/packed_bert/utils/packing/dataset_creator.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 1 id: 215 unit: def __init__() file: notebooks/packed_bert/utils/packing/dataset_templates.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 216 unit: def _sanitize_parameters() file: optimum/graphcore/pipelines/text2text_generation.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 217 unit: def preprocess() file: optimum/graphcore/pipelines/zero_shot_classification.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 5 id: 218 unit: def _on_device_greedy_search() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 219 unit: def _delete_kv_cache() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 1 id: 220 unit: def _delete_cross_kv_cache() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 1 id: 221 unit: def to_dict() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 10 LOC McCabe index: 8 number of parameters: 1 id: 222 unit: def _prepare_inputs() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 4 id: 223 unit: def deparallelize() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 224 unit: def forward() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 225 unit: def deparallelize() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 1 id: 226 unit: def outline_attribute() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 2 id: 227 unit: void GroupQuantizeDecompressOpx::grow() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompressx.cpp start line: 144 end line: 157 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 228 unit: def parallelize() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 229 unit: def preprocess_packed_qa() file: notebooks/packed_bert/utils/packing/qa_utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 230 unit: def _calculate_max_num_masked_tokens() file: optimum/graphcore/data/data_collator.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 231 unit: def _sanitize_parameters() file: optimum/graphcore/pipelines/token_classification.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 232 unit: def _serialized_layer_splits_per_ipu_validator() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 9 LOC McCabe index: 7 number of parameters: 2 id: 233 unit: def _ensure_generation_step_progression() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 2 id: 234 unit: def _populate_parallelize_kwargs_with_generation_config() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 2 id: 235 unit: def _gather_beams() file: optimum/graphcore/generation/on_device_generation.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 6 id: 236 unit: def forward() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 237 unit: def forward() file: optimum/graphcore/models/groupbert/groupbert_attention.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 238 unit: def forward() file: optimum/graphcore/models/groupbert/groupbert_attention.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 239 unit: def _make_causal_mask() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 3 id: 240 unit: def forward() file: optimum/graphcore/models/bert/bert_fused_attention.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 241 unit: def forward() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 242 unit: def prepare_inputs_for_generation() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 243 unit: def deparallelize() file: optimum/graphcore/models/gpt2/modeling_gpt2.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 1 id: 244 unit: def from_transformers() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 3 id: 245 unit: inline half4 from_int4v4_to_halfv4_convert_v0() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress_codelet_v1.cpp start line: 32 end line: 46 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 246 unit: bool compute() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress_codelet_v1.cpp start line: 100 end line: 109 size: 9 LOC McCabe index: 2 number of parameters: 0 id: 247 unit: std::string getSDKVersionHash() file: optimum/graphcore/custom_ops/sdk_version_hash/sdk_version_hash_lib.cpp start line: 26 end line: 37 size: 9 LOC McCabe index: 5 number of parameters: 0 id: 248 unit: def _get_poplar_executor() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 3 id: 249 unit: def postprocess_packed_qa_predictions() file: notebooks/packed_bert/utils/packing/qa_utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 250 unit: def mode() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 251 unit: def assert_poptorch_supports_cond() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 252 unit: def _get_generation_step_tensor() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 3 id: 253 unit: def __init__() file: optimum/graphcore/generation/on_device_generation.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 254 unit: def _create_kv_cache() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 4 id: 255 unit: def _create_cross_kv_cache() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 4 id: 256 unit: def _batch_serialized_attention() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 257 unit: def _sequence_serialized_attention() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 258 unit: def check_min_version() file: optimum/graphcore/utils/__init__.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 259 unit: def _prepare_input() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 8 LOC McCabe index: 6 number of parameters: 3 id: 260 unit: def __init__() file: optimum/graphcore/models/groupbert/groupbert_ffn.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 261 unit: def __init__() file: optimum/graphcore/models/groupbert/groupbert_ffn.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 2 id: 262 unit: def forward() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 263 unit: def to_model() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 264 unit: def forward() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 265 unit: def prepare_inputs_for_generation() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 266 unit: def deparallelize() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 267 unit: def deparallelize() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 268 unit: def forward() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 269 unit: def forward() file: optimum/graphcore/models/hubert/modeling_hubert.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 270 unit: def deparallelize() file: optimum/graphcore/models/mpnet/modeling_mpnet.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 271 unit: def deparallelize() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 272 unit: def forward() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 273 unit: def forward() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 274 unit: def deparallelize() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 1 id: 275 unit: def parallelize() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 276 unit: def parallelize() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 277 unit: def forward() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 278 unit: def deparallelize() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 5 number of parameters: 1 id: 279 unit: def shift_tokens_right() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 3 id: 280 unit: def __init__() file: optimum/graphcore/quantization/group_quantize.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 7 id: 281 unit: def forward() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 282 unit: def parallelize() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 283 unit: def __call__() file: notebooks/squad_preprocessing.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 284 unit: def __getattr__() file: notebooks/stable_diffusion/stable_diffusion_space/ipu_models.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 285 unit: def preprocess_function() file: notebooks/packed_bert/pipeline/packed_bert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 286 unit: def __init__() file: notebooks/packed_bert/utils/packing/dataset_templates.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 7 id: 287 unit: def forward() file: notebooks/packed_bert/models/modeling_bert_packed.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 288 unit: def __init__() file: notebooks/packed_bert/models/modeling_bert_packed.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 289 unit: def _wrap_and_compile_model_for_evaluation() file: optimum/graphcore/trainer_seq2seq.py start line: 0 end line: 0 size: 7 LOC McCabe index: 7 number of parameters: 3 id: 290 unit: def prediction_step() file: optimum/graphcore/trainer_seq2seq.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 291 unit: def _output_mode_validator() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 292 unit: def _get_attribute_type() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 293 unit: def __init__() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 7 number of parameters: 2 id: 294 unit: def _get_buffered_outputs() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 295 unit: def destroy() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 296 unit: def change_lm_head_to_indexed_input_linear() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 297 unit: def to_model() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 298 unit: def serialized_attention() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 299 unit: def to_sanitized_dict() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 1 id: 300 unit: def save_model() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 7 LOC McCabe index: 5 number of parameters: 3 id: 301 unit: def evaluation_loop() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 302 unit: def prediction_step() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 303 unit: def parallelize() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 304 unit: def parallelize() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 305 unit: def parallelize() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 306 unit: def parallelize() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 307 unit: def forward() file: optimum/graphcore/models/groupbert/groupbert_ffn.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 3 id: 308 unit: def deparallelize() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 309 unit: def deparallelize() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 310 unit: def parallelize() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 311 unit: def parallelize() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 312 unit: def parallelize() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 313 unit: def parallelize() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 314 unit: def _expand_mask() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 315 unit: def change_decoder_positional_embedding() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 316 unit: def deparallelize() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 317 unit: def forward() file: optimum/graphcore/models/hubert/ipu_layer_drop.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 318 unit: def forward() file: optimum/graphcore/models/hubert/ipu_layer_drop.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 319 unit: def forward() file: optimum/graphcore/models/mpnet/modeling_mpnet.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 320 unit: def deparallelize() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 321 unit: def forward() file: optimum/graphcore/models/wav2vec2/ipu_layer_drop.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 322 unit: def forward() file: optimum/graphcore/models/wav2vec2/ipu_layer_drop.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 323 unit: def parallelize() file: optimum/graphcore/models/gpt2/modeling_gpt2.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 324 unit: def parallelize() file: optimum/graphcore/models/gpt2/modeling_gpt2.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 325 unit: def parallelize() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 326 unit: def parallelize() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 327 unit: def parallelize() file: optimum/graphcore/models/roberta/modeling_roberta.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 328 unit: def parallelize() file: optimum/graphcore/models/roberta/modeling_roberta.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 329 unit: def parallelize() file: optimum/graphcore/models/roberta/modeling_roberta.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 330 unit: def parallelize() file: optimum/graphcore/models/roberta/modeling_roberta.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 331 unit: def parallelize() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 332 unit: def parallelize() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 333 unit: def deparallelize() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 334 unit: def parallelize() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 335 unit: def recomputation_checkpoint() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 1 id: 336 unit: def __init__() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 337 unit: def _get_learning_rate() file: optimum/graphcore/trainer_pt_utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 338 unit: def forward() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 339 unit: def __getattr__() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 340 unit: def encode() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 341 unit: def forward() file: notebooks/stable_diffusion/stable_diffusion_space/ipu_models.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 5 id: 342 unit: def generate_histogram() file: notebooks/packed_bert/utils/packing/dataset_creator.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 343 unit: def forward() file: notebooks/packed_bert/models/modeling_bert_packed.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 344 unit: def forward() file: notebooks/packed_bert/models/modeling_bert_packed.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 345 unit: def preprocess() file: optimum/graphcore/pipelines/fill_mask.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 346 unit: def get_poplar_executor() file: optimum/graphcore/pipelines/__init__.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 347 unit: def evaluate() file: optimum/graphcore/trainer_seq2seq.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 348 unit: def predict() file: optimum/graphcore/trainer_seq2seq.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 349 unit: def from_model() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 350 unit: def from_model() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 351 unit: def from_model() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 352 unit: def from_model() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 353 unit: def from_model() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 354 unit: def from_model() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 355 unit: def _call_generate() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 356 unit: def train() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 357 unit: def log() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 358 unit: def forward() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 359 unit: def __init__() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 360 unit: def deparallelize() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 361 unit: def __init__() file: optimum/graphcore/models/groupbert/groupbert_attention.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 362 unit: def _expand_mask() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 363 unit: def forward() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 364 unit: def forward() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 365 unit: def forward() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 366 unit: def forward() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 367 unit: def change_hubert_encoder_class() file: optimum/graphcore/models/hubert/modeling_hubert.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 2 id: 368 unit: def change_hubert_encoder_class() file: optimum/graphcore/models/hubert/modeling_hubert.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 2 id: 369 unit: def change_wav2vec2_encoder_class() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 2 id: 370 unit: def change_wav2vec2_encoder_class() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 2 id: 371 unit: def forward() file: optimum/graphcore/models/mt5/modeling_mt5.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 372 unit: def deparallelize() file: optimum/graphcore/models/roberta/modeling_roberta.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 373 unit: def forward() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 374 unit: def get_layer_ipu() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 3 id: 375 unit: def to_model() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 376 unit: def forward() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 377 unit: def to_dict() file: optimum/graphcore/training_args_seq2seq.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 378 unit: bool compute() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress_codelet_v1.cpp start line: 119 end line: 124 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 379 unit: def get_default_ipu_configs() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/ipu_configs.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 380 unit: def decode_latents() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 381 unit: def detach_from_device() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 1 id: 382 unit: def __init__() file: notebooks/stable_diffusion/stable_diffusion_space/ipu_models.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 383 unit: def add_pack() file: notebooks/packed_bert/utils/packing/algorithms.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 6 id: 384 unit: def __init__() file: notebooks/packed_bert/models/modeling_bert_packed.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 385 unit: def parallelize() file: notebooks/packed_bert/models/modeling_bert_packed.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 386 unit: def parallelize() file: notebooks/packed_bert/models/modeling_bert_packed.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 387 unit: def torch_call() file: optimum/graphcore/data/data_collator.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 5 id: 388 unit: def _del() file: optimum/graphcore/pipelines/__init__.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 389 unit: def __set__() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 3 id: 390 unit: def __get__() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 3 id: 391 unit: def check_and_set_replication_factor() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 392 unit: def to_dict() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 393 unit: def batch_size_factor() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 5 LOC McCabe index: 4 number of parameters: 2 id: 394 unit: def _expand_inputs_for_generation() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 395 unit: def detachFromDevice() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 396 unit: def reset_state() file: optimum/graphcore/generation/on_device_generation.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 397 unit: def add_to_cross_kv_cache() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 398 unit: def _delete_serialization_factors() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 399 unit: def get_warmup_steps() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 400 unit: def pytorch_optimizer_to_poptorch() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 401 unit: def compile_model() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 402 unit: def _set_signature_columns_if_needed() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 403 unit: def evaluate() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 404 unit: def floating_point_ops() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 4 id: 405 unit: def deparallelize() file: optimum/graphcore/models/convnext/modeling_convnext.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 406 unit: def __init__() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 407 unit: def deparallelize() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 408 unit: def forward() file: optimum/graphcore/models/groupbert/groupbert_ffn.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 409 unit: def from_model() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 410 unit: def to_model() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 411 unit: def change_decoder_positional_embedding() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 412 unit: def _make_causal_mask() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 413 unit: def from_model() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 414 unit: def to_model() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 415 unit: def change_bart_encoder_and_decoder_classes() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 5 LOC McCabe index: 5 number of parameters: 2 id: 416 unit: def deparallelize() file: optimum/graphcore/models/mpnet/modeling_mpnet.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 417 unit: def _get_feature_vector_attention_mask() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 418 unit: def compute_contrastive_logits() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 419 unit: def deparallelize() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 420 unit: def deparallelize() file: optimum/graphcore/models/roberta/modeling_roberta.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 421 unit: def masked_fill_approx() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 422 unit: def linear() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 3 id: 423 unit: def from_model() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 424 unit: def to_model() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 425 unit: def forward() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 426 unit: def __init__() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 427 unit: def from_model() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 428 unit: def from_model() file: optimum/graphcore/quantization/group_quantize.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 429 unit: def _nearest_divisor() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 3 id: 430 unit: def __init__() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 431 unit: def set_attention_slice() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 432 unit: def pad_tensor() file: notebooks/squad_preprocessing.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 433 unit: def override_sliced_attention() file: notebooks/stable_diffusion/stable_diffusion_space/ipu_models.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 1 id: 434 unit: def maybe_cast_module_to_float() file: notebooks/stable_diffusion/stable_diffusion_space/ipu_models.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 435 unit: def __init__() file: notebooks/packed_bert/models/modeling_bert_packed.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 436 unit: def __init__() file: notebooks/packed_bert/models/modeling_bert_packed.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 437 unit: def __init__() file: notebooks/packed_bert/models/modeling_bert_packed.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 438 unit: def __init__() file: optimum/graphcore/data/data_collator.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 439 unit: def _rewrap_model_for_training() file: optimum/graphcore/trainer_seq2seq.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 440 unit: def _get_managed_attr_mode_name() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 4 LOC McCabe index: 5 number of parameters: 2 id: 441 unit: def __init__() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 442 unit: def set_on_device_generation_steps() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 443 unit: def _setup_devices() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 444 unit: def __init__() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 445 unit: def feed_forward_chunk_first() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 446 unit: def feed_forward_chunk_second() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 447 unit: def create_custom_forward() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 448 unit: def __init__() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 3 id: 449 unit: def __init__() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 450 unit: def __init__() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 451 unit: def __init__() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 452 unit: def __init__() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 453 unit: def __init__() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 454 unit: def __init__() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 455 unit: def __init__() file: optimum/graphcore/models/groupbert/groupbert_attention.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 456 unit: def forward() file: optimum/graphcore/models/groupbert/groupbert_attention.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 457 unit: def get_input_mask_from_attention_mask() file: optimum/graphcore/models/groupbert/groupbert_convolution.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 458 unit: def create_custom_forward() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 459 unit: def create_custom_forward() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 460 unit: def deparallelize() file: optimum/graphcore/models/hubert/modeling_hubert.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 461 unit: def deparallelize() file: optimum/graphcore/models/hubert/modeling_hubert.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 462 unit: def _sample_negative_indices() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 463 unit: def __init__() file: optimum/graphcore/models/mt5/modeling_mt5.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 464 unit: def from_pretrained_transformers() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 5 id: 465 unit: def _has_ipu_config_check() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 466 unit: def ipu_config() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 467 unit: def parallelize() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 468 unit: def forward() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 469 unit: void GroupQuantizeDecompressOp::appendOutlineAttributes() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress.cpp start line: 94 end line: 97 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 470 unit: def load_lib() file: optimum/graphcore/custom_ops/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 471 unit: def __init__() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 472 unit: def change_cross_attention_processor() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 2 id: 473 unit: def forward() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 474 unit: def maybe_cast_module_to_float() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 475 unit: def override_module_eps() file: optimum/graphcore/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_mixin.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 2 id: 476 unit: def __init__() file: notebooks/squad_preprocessing.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 477 unit: def train() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 478 unit: def eval() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 479 unit: def supports_kv_cache() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 480 unit: def forward() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 481 unit: def register_encoder_output_buffers() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 482 unit: def _reset_generation_step() file: optimum/graphcore/generation/on_device_generation.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 483 unit: def device() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 484 unit: def get_process_log_level() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 485 unit: def train_batch_size() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 486 unit: def eval_batch_size() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 487 unit: def create_optimizer_and_scheduler() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 488 unit: def store_flos() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 489 unit: def __init__() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 490 unit: def __init__() file: optimum/graphcore/models/groupbert/modeling_groupbert.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 491 unit: def __init__() file: optimum/graphcore/models/whisper/processing_whisper.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 492 unit: def run_encoder() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 493 unit: def change_encoder_layer_class() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 2 id: 494 unit: def __init__() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 495 unit: def __init__() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 496 unit: def __init__() file: optimum/graphcore/models/mpnet/modeling_mpnet.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 497 unit: def change_wav2vec2_adapter_class() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 2 id: 498 unit: def change_wav2vec2_adapter_class() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 2 id: 499 unit: def __init__() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 500 unit: def __init__() file: optimum/graphcore/models/roberta/modeling_roberta.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 501 unit: def __init__() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 502 unit: def __init__() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 503 unit: def __init__() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 504 unit: def ipu_config() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 505 unit: def __init__() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 506 unit: def _combine_inputs() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 507 unit: std::unique_ptr GroupQuantizeDecompressOp::clone() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress.cpp start line: 46 end line: 48 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 508 unit: static OpDefinition GroupQuantizeDecompressOpDef() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress.cpp start line: 108 end line: 110 size: 3 LOC McCabe index: 1 number of parameters: 6 id: 509 unit: def sdk_version_hash() file: optimum/graphcore/custom_ops/sdk_version_hash/sdk_version_hash.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 510 unit: def forward() file: optimum/graphcore/quantization/group_quantize.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 511 unit: def postprocess_qa_predictions() file: notebooks/squad_preprocessing.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 512 unit: def __init__() file: notebooks/stable_diffusion/stable_diffusion_space/ipu_models.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 513 unit: def from_pretrained() file: notebooks/stable_diffusion/stable_diffusion_space/ipu_models.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 514 unit: def __len__() file: notebooks/packed_bert/utils/packing/dataset_templates.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 515 unit: def __len__() file: notebooks/packed_bert/utils/packing/dataset_templates.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 516 unit: def __init__() file: optimum/graphcore/trainer_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 517 unit: def __call__() file: optimum/graphcore/trainer_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 518 unit: def preprocess() file: optimum/graphcore/pipelines/text2text_generation.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 519 unit: def _parse_and_tokenize() file: optimum/graphcore/pipelines/zero_shot_classification.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 520 unit: def list_tasks() file: optimum/graphcore/pipelines/__init__.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 521 unit: def get_iterator() file: optimum/graphcore/pipelines/automatic_speech_recognition.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 522 unit: def __init__() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 523 unit: def _contents_geq_value_validator() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 524 unit: def mode() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 525 unit: def to_options() file: optimum/graphcore/ipu_configuration.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 526 unit: def __call__() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 527 unit: def __call__() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 528 unit: def __call__() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 529 unit: def __call__() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 530 unit: def __call__() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 531 unit: def __call__() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 532 unit: def __call__() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 533 unit: def __call__() file: optimum/graphcore/generation/logits_process.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 534 unit: def encoder_output_buffer_enabled() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 3 number of parameters: 1 id: 535 unit: def cond_encoder_enabled() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 536 unit: def _pad_tensors_to_max_len() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 537 unit: def _prepare_encoder_decoder_kwargs_for_generation() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 538 unit: def _adapt_stopping_criteria_for_on_device_generation() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 539 unit: def _on_device_sample() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 540 unit: def _on_device_beam_sample() file: optimum/graphcore/generation/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 541 unit: def _flatten_beam_dim() file: optimum/graphcore/generation/on_device_generation.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 542 unit: def _unflatten_beam_dim() file: optimum/graphcore/generation/on_device_generation.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 543 unit: def kv_cache_initialized() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 544 unit: def cross_kv_cache_initialized() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 545 unit: def then_k_body() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 546 unit: def else_k_body() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 547 unit: def then_v_body() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 548 unit: def else_v_body() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 549 unit: def is_attention_serialized() file: optimum/graphcore/generation/attention_mixin.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 550 unit: def should_log() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 551 unit: def should_save() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 552 unit: def main_process_first() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 553 unit: def to_json_string() file: optimum/graphcore/training_args.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 554 unit: def add_callback() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 555 unit: def pop_callback() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 556 unit: def remove_callback() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 557 unit: def _get_collator_with_removed_columns() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 558 unit: def _get_eval_sampler() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 559 unit: def num_examples() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 560 unit: def _detach_training_model() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 561 unit: def _detach_inference_model() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 562 unit: def _reattach_training_model() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 563 unit: def _inner_training_loop() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 564 unit: def training_step() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 565 unit: def is_world_process_zero() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 566 unit: def _sorted_checkpoints() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 567 unit: def predict() file: optimum/graphcore/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 568 unit: def forward() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 569 unit: def shape() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 570 unit: def unshape() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 571 unit: def invert_attention_mask() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 572 unit: def get_extended_attention_mask() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 573 unit: def is_encoder_and_decoder_embeddings_computation_shared() file: optimum/graphcore/models/t5/modeling_t5.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 574 unit: def forward() file: optimum/graphcore/models/groupbert/groupbert_convolution.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 575 unit: def skip_encoder() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 576 unit: def change_decoder_class() file: optimum/graphcore/models/whisper/modeling_whisper.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 577 unit: def __init__() file: optimum/graphcore/models/bert/modeling_bert.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 578 unit: def is_encoder_and_decoder_embeddings_computation_shared() file: optimum/graphcore/models/bart/modeling_bart.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 579 unit: def _add_begin_block() file: optimum/graphcore/models/hubert/modeling_hubert.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 580 unit: def __init__() file: optimum/graphcore/models/mpnet/modeling_mpnet.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 581 unit: def change_quantizer_class() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 582 unit: def _add_begin_block() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 583 unit: def _add_begin_block() file: optimum/graphcore/models/wav2vec2/modeling_wav2vec2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 584 unit: def forward() file: optimum/graphcore/models/mt5/modeling_mt5.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 585 unit: def invert_attention_mask() file: optimum/graphcore/models/mt5/modeling_mt5.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 586 unit: def get_extended_attention_mask() file: optimum/graphcore/models/mt5/modeling_mt5.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 587 unit: def is_encoder_and_decoder_embeddings_computation_shared() file: optimum/graphcore/models/mt5/modeling_mt5.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 588 unit: def shape() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 589 unit: def unshape() file: optimum/graphcore/models/distilbert/modeling_distilbert.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 590 unit: def __init__() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 591 unit: def _get_rel_embedding() file: optimum/graphcore/models/deberta/modeling_deberta.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 592 unit: def _expand_layers_per_ipu_wildcard() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 593 unit: def split_encoder_decoder_ipu_config() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 594 unit: def from_model() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 595 unit: def from_model() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 596 unit: def _separate_inputs() file: optimum/graphcore/modeling_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 597 unit: def __post_init__() file: optimum/graphcore/training_args_seq2seq.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 598 unit: static popart::OpCreator GroupQuantizeDecompressOpCreator() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress.cpp start line: 112 end line: 113 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 599 unit: def group_quantize_decompress() file: optimum/graphcore/quantization/group_quantize.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 600 unit: template R as() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress_codelet_v1.cpp start line: 21 end line: 21 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 601 unit: float getSubgraphValue() file: optimum/graphcore/custom_ops/group_quantize_decompress/group_quantize_decompress.hpp start line: 35 end line: 35 size: 1 LOC McCabe index: 1 number of parameters: 0