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id: 777
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id: 788
unit: propagateLabel_()
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unit: def mtf_bitransformer_base()
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id: 806
unit: def autoencoder_ordered_text()
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unit: def wiki_2x2_base()
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unit: def shuffle_network_baseline()
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file: tensor2tensor/models/research/rl.py
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file: tensor2tensor/data_generators/wiki_lm.py
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id: 828
unit: std::vector GetInputLengths()
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unit: std::vector GetInputLengths()
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unit: def generate_text_for_vocab()
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unit: static get properties()
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id: 907
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id: 911
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unit: def imagetransformer_base_10l_8h_big_uncond_dr03_dan_64_2d()
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file: tensor2tensor/models/research/autoencoders.py
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unit: def cond_prior()
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id: 919
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id: 920
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id: 926
unit: def simple_discrete_latent_tower()
file: tensor2tensor/models/video/sv2p.py
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id: 927
unit: def top_prior()
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id: 928
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file: tensor2tensor/models/vanilla_gan.py
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id: 931
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id: 932
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unit: def update_hparams_for_vq_gating()
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id: 1041
unit: def transformer_wikitext103_l4k_memory_v0()
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id: 1042
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id: 1043
unit: def distill_resnet_32_to_15_cifar20x5()
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id: 1044
unit: def imagetransformer_b12l_4h_b256_uncond_dr03_tpu()
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id: 1045
unit: def imagetransformer_b12l_4h_b128_uncond_dr03_tpu()
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id: 1047
unit: def xmoe_dense_4k()
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id: 1048
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id: 1049
unit: def wmt_affine_large()
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id: 1050
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id: 1051
unit: def time_pad()
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unit: def merge_level_and_latent_dist()
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id: 1053
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id: 1054
unit: def init_vq_bottleneck()
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id: 1058
unit: def prepare_image_question_encoder()
file: tensor2tensor/models/research/vqa_recurrent_self_attention.py
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id: 1059
unit: def gene_expression_conv_base()
file: tensor2tensor/models/research/gene_expression.py
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id: 1060
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id: 1061
unit: def get_scheduled_sample_inputs()
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id: 1062
unit: def inject_latent()
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id: 1063
unit: def next_frame_basic_stochastic()
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id: 1064
unit: def next_frame_sampling_stochastic()
file: tensor2tensor/models/video/basic_stochastic.py
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id: 1065
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id: 1072
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file: tensor2tensor/layers/common_layers.py
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file: tensor2tensor/layers/common_layers.py
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file: tensor2tensor/layers/common_layers.py
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id: 1077
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id: 1083
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id: 1084
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id: 1086
unit: def validate_data_files()
file: tensor2tensor/data_generators/wikisum/validate_data.py
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id: 1087
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id: 1088
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file: tensor2tensor/data_generators/imagenet.py
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id: 1089
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id: 1090
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file: tensor2tensor/data_generators/wiki_revision_utils.py
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id: 1093
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file: tensor2tensor/data_generators/vqa.py
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file: tensor2tensor/data_generators/yelp_polarity.py
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file: tensor2tensor/data_generators/generator_utils.py
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id: 1119
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id: 1139
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unit: def filepattern()
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unit: def add_librispeech_hparams()
file: tensor2tensor/data_generators/librispeech.py
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file: tensor2tensor/data_generators/celeba.py
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id: 1417
unit: enterPressed_()
file: tensor2tensor/insights/polymer/language_selector/language-selector-content.js
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id: 1418
unit: static get properties()
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id: 1419
unit: static get observers()
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id: 1420
unit: def train_supervised()
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id: 1421
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id: 1423
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id: 1424
unit: def rlmb_ppo_tiny()
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file: tensor2tensor/rl/ppo.py
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file: tensor2tensor/utils/devices.py
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id: 1442
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id: 1443
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id: 1454
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id: 1455
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id: 1456
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unit: routePageChanged_()
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file: tensor2tensor/rl/ppo.py
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id: 1607
unit: def decompress_step()
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id: 1608
unit: def get_read_mask()
file: tensor2tensor/models/research/neural_stack.py
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number of parameters: 2

id: 1609
unit: def _rnn()
file: tensor2tensor/models/research/neural_stack.py
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number of parameters: 5

id: 1610
unit: def vqa_self_attention_feature_batch1024_big()
file: tensor2tensor/models/research/vqa_self_attention.py
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number of parameters: 0

id: 1611
unit: def max_pad_length()
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id: 1612
unit: def rlmf_tictactoe()
file: tensor2tensor/models/research/rl.py
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id: 1613
unit: def rlmf_dqn_tiny()
file: tensor2tensor/models/research/rl.py
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id: 1614
unit: def body()
file: tensor2tensor/models/research/rl.py
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id: 1615
unit: def attention_lm_moe_large()
file: tensor2tensor/models/research/attention_lm_moe.py
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size: 11 LOC
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number of parameters: 0

id: 1616
unit: def attention_lm_moe_memory_efficient()
file: tensor2tensor/models/research/attention_lm_moe.py
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id: 1617
unit: def next_frame_savp_gan()
file: tensor2tensor/models/video/savp_params.py
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McCabe index: 1
number of parameters: 0

id: 1618
unit: def __get_next_inputs()
file: tensor2tensor/models/video/base.py
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number of parameters: 5

id: 1619
unit: def glow_encoder()
file: tensor2tensor/models/video/next_frame_glow.py
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number of parameters: 5

id: 1620
unit: def get_summaries_log_dir()
file: tensor2tensor/models/video/nfg_interpolate.py
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number of parameters: 3

id: 1621
unit: def lstm()
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id: 1622
unit: def body()
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id: 1623
unit: def lstm_asr_v1()
file: tensor2tensor/models/lstm.py
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id: 1624
unit: def deconv2d()
file: tensor2tensor/models/vanilla_gan.py
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id: 1625
unit: def resize()
file: tensor2tensor/visualization/attention.py
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id: 1626
unit: def num_rewards()
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id: 1627
unit: def cardinality()
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id: 1628
unit: def dropout_with_broadcast_dims()
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id: 1629
unit: def standardize_images()
file: tensor2tensor/layers/common_layers.py
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id: 1630
unit: def conv()
file: tensor2tensor/layers/common_layers.py
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id: 1631
unit: def dense_dropconnect()
file: tensor2tensor/layers/common_layers.py
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id: 1632
unit: def weights_concatenated()
file: tensor2tensor/layers/common_layers.py
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id: 1633
unit: def dml_loss()
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id: 1634
unit: def single_discriminator()
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id: 1635
unit: def unit_targeting()
file: tensor2tensor/layers/common_layers.py
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id: 1636
unit: def fix_select_params()
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number of parameters: 2

id: 1637
unit: def _generate_relative_positions_embeddings()
file: tensor2tensor/layers/common_attention.py
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number of parameters: 6

id: 1638
unit: def right_shift_blockwise_nd()
file: tensor2tensor/layers/common_attention.py
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number of parameters: 2

id: 1639
unit: def prepare_encoder()
file: tensor2tensor/layers/common_image_attention.py
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number of parameters: 3

id: 1640
unit: def class_label_bottom()
file: tensor2tensor/layers/modalities.py
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id: 1641
unit: def image_channel_embeddings_bottom()
file: tensor2tensor/layers/modalities.py
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id: 1642
unit: def real_l2_loss()
file: tensor2tensor/layers/modalities.py
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id: 1643
unit: def symbol_one_hot_loss()
file: tensor2tensor/layers/modalities.py
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id: 1644
unit: def video_top()
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id: 1645
unit: def get_weights_fn()
file: tensor2tensor/layers/modalities.py
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id: 1646
unit: def dense()
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id: 1647
unit: def join_coupling()
file: tensor2tensor/layers/transformer_glow_layers_ops.py
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id: 1648
unit: def project_hidden()
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id: 1649
unit: def parametrized_unbottleneck()
file: tensor2tensor/layers/discretization.py
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number of parameters: 3

id: 1650
unit: def get_urls_for_shard_group()
file: tensor2tensor/data_generators/wikisum/get_references_web_single_group.py
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number of parameters: 3

id: 1651
unit: def _references_content()
file: tensor2tensor/data_generators/wikisum/wikisum.py
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number of parameters: 1

id: 1652
unit: def wet_records_from_file_obj()
file: tensor2tensor/data_generators/wikisum/utils.py
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number of parameters: 2

id: 1653
unit: def download()
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id: 1654
unit: def wet_download_urls()
file: tensor2tensor/data_generators/wikisum/utils.py
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number of parameters: 3

id: 1655
unit: def wait_for_ssh()
file: tensor2tensor/data_generators/wikisum/parallel_launch.py
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number of parameters: 1

id: 1656
unit: def shell_run_with_retry()
file: tensor2tensor/data_generators/wikisum/parallel_launch.py
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number of parameters: 3

id: 1657
unit: def problems_and_rates()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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number of parameters: 1

id: 1658
unit: def problems_and_rates()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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number of parameters: 1

id: 1659
unit: def _maybe_download_corpora()
file: tensor2tensor/data_generators/quora_qpairs.py
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number of parameters: 2

id: 1660
unit: def eval_metrics()
file: tensor2tensor/data_generators/multi_problem.py
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id: 1661
unit: def _maybe_download_corpora()
file: tensor2tensor/data_generators/qnli.py
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number of parameters: 2

id: 1662
unit: def preprocess_data()
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number of parameters: 2

id: 1663
unit: def generate_targets()
file: tensor2tensor/data_generators/squad.py
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number of parameters: 3

id: 1664
unit: def serving_input_fn()
file: tensor2tensor/data_generators/video_utils.py
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number of parameters: 2

id: 1665
unit: def preprocess_example()
file: tensor2tensor/data_generators/imagenet.py
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number of parameters: 4

id: 1666
unit: def _flatten_target_programs()
file: tensor2tensor/data_generators/program_search.py
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number of parameters: 1

id: 1667
unit: def extra_reading_spec()
file: tensor2tensor/data_generators/gym_env.py
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number of parameters: 1

id: 1668
unit: def _derive_observation_space()
file: tensor2tensor/data_generators/gym_env.py
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id: 1669
unit: def maybe_copy_features()
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id: 1670
unit: def feature_encoders()
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unit: def _maybe_download_corpora()
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id: 1673
unit: def example_generator()
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id: 1674
unit: def step_interpolation()
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id: 1675
unit: def _tmx_to_source_target()
file: tensor2tensor/data_generators/translate.py
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id: 1676
unit: def generate_encoded_samples()
file: tensor2tensor/data_generators/translate.py
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id: 1677
unit: def decode_list()
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number of parameters: 2

id: 1678
unit: def _init_vocab()
file: tensor2tensor/data_generators/text_encoder.py
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number of parameters: 3

id: 1679
unit: def _unescape_token()
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id: 1680
unit: def _load_from_file_object()
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unit: def _maybe_download_corpora()
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number of parameters: 2

id: 1682
unit: def generate_text_for_vocab()
file: tensor2tensor/data_generators/wsj_parsing.py
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number of parameters: 3

id: 1683
unit: def _maybe_download_corpora()
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id: 1684
unit: def vocab_filename()
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id: 1685
unit: def generate_encoded_samples()
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id: 1686
unit: def text2text_txt_tab_iterator()
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id: 1687
unit: def generate_data()
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id: 1688
unit: def _get_captions()
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id: 1689
unit: def make_multiscale_dilated()
file: tensor2tensor/data_generators/image_utils.py
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id: 1690
unit: def hparams()
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id: 1692
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id: 1693
unit: def generate_text_for_vocab()
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id: 1694
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id: 1695
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id: 1696
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id: 1697
unit: def random_square_mask()
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id: 1699
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id: 1700
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file: tensor2tensor/data_generators/cipher.py
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id: 1701
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id: 1702
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id: 1704
unit: def _mean_image_subtraction()
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id: 1705
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id: 1706
unit: def generate_data()
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id: 1707
unit: def vocab_token_counts()
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id: 1708
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id: 1709
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id: 1710
unit: zoomDepthChanged_()
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id: 1711
unit: forceSelection()
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unit: filterUpdated_()
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unit: sourceLanguagesUpdated_()
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id: 1714
unit: targetLanguagesUpdated_()
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id: 1719
unit: def _target_iteractions_and_steps()
file: tensor2tensor/rl/dopamine_connector.py
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id: 1720
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id: 1722
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id: 1726
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id: 1727
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id: 1728
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id: 1729
unit: def initialize_env_specs()
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id: 1730
unit: def _define_train()
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unit: def _prepare()
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id: 1733
unit: def compute_and_save_video_metrics()
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id: 1734
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id: 1735
unit: def set_mode()
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id: 1736
unit: def _nargs_validator()
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id: 1737
unit: def sari_score()
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id: 1738
unit: def float16_activations_var_getter()
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id: 1739
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id: 1741
unit: def mix_fn()
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id: 1742
unit: def rounding_sequence_accuracy()
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id: 1743
unit: def two_class_log_likelihood()
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id: 1744
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id: 1745
unit: def transformer_base_vq1_16_nb1_packed_nda_b01_scales()
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id: 1747
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id: 1749
unit: def batch_norm_relu()
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id: 1750
unit: def imagetransformer_base_imagenet_tpu()
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id: 1751
unit: def imagetransformer_sep_channels_12l_16h_imagenet_large()
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id: 1752
unit: def imagetransformer_base_10l_16h_big_dr01_imgnet()
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id: 1753
unit: def imagetransformer_sep_channels_8l_8h()
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id: 1754
unit: def imagetransformer_b10l_dr03_moe_tpu()
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id: 1755
unit: def _beam_decode()
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id: 1756
unit: def _conv_function()
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id: 1757
unit: def _encoder()
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id: 1758
unit: def _apply_layer_norm()
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id: 1759
unit: def img2img_transformer2d_n24()
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id: 1760
unit: def mtf_bitransformer_tiny()
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id: 1761
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id: 1762
unit: def slicenet_params1_noam()
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id: 1763
unit: def mtf_image_transformer_tiny_spatial1d()
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id: 1764
unit: def mtf_image_transformer_tiny_spatial2d()
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id: 1765
unit: def mtf_image_transformer_base_imagenet_mp()
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id: 1766
unit: def __init__()
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id: 1767
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id: 1768
unit: def autoencoder_ordered_text_small()
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id: 1769
unit: def autoencoder_discrete_cifar()
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id: 1770
unit: def single_conv_dist()
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id: 1771
unit: def top_k_experts()
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id: 1772
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id: 1773
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id: 1774
unit: def attention_lm_translation()
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id: 1775
unit: def add_scalar_projection()
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id: 1776
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id: 1777
unit: def residual_shuffle_network()
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id: 1778
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id: 1779
unit: def get_choices()
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id: 1780
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id: 1781
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id: 1782
unit: def stacked_lstm()
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id: 1783
unit: def lstm_gaussian()
file: tensor2tensor/models/video/emily.py
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id: 1784
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id: 1785
unit: def video_extra_loss()
file: tensor2tensor/models/video/savp.py
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id: 1786
unit: def middle_network()
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id: 1787
unit: def next_frame_basic_recurrent()
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id: 1788
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id: 1789
unit: def next_frame_ae()
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id: 1790
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id: 1791
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id: 1792
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id: 1793
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id: 1794
unit: function update_checkboxes()
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id: 1796
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id: 1798
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id: 1799
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id: 1808
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id: 1809
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id: 1810
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id: 1811
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id: 1812
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id: 1813
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id: 1814
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id: 1815
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id: 1816
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id: 1817
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id: 1818
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id: 1819
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id: 1820
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id: 1821
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id: 1823
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id: 1824
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file: tensor2tensor/data_generators/quora_qpairs.py
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id: 1825
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id: 1826
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id: 1827
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id: 1828
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id: 1829
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file: tensor2tensor/data_generators/video_utils.py
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id: 1831
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id: 1832
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id: 1833
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id: 1844
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id: 1845
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id: 1850
unit: def generate_samples()
file: tensor2tensor/data_generators/stanford_nli.py
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id: 1851
unit: def generate_samples()
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id: 1852
unit: def example_generator()
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id: 1853
unit: def generate_samples()
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id: 1854
unit: def _maybe_pack_examples()
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id: 1855
unit: def hparams()
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id: 1856
unit: def _generate_vocab()
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id: 1857
unit: def feature_encoders()
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id: 1858
unit: def generate_samples()
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id: 1859
unit: def preprocess_example()
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id: 1860
unit: def feature_encoders()
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id: 1861
unit: def hparams()
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id: 1862
unit: def _maybe_download_corpus()
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id: 1863
unit: def generate_samples()
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id: 1864
unit: def extra_reading_spec()
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id: 1865
unit: def hparams()
file: tensor2tensor/data_generators/algorithmic.py
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id: 1866
unit: def generate_data()
file: tensor2tensor/data_generators/algorithmic.py
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id: 1867
unit: def example_reading_spec()
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id: 1868
unit: def decode_list_oov()
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id: 1869
unit: def _page_to_title()
file: tensor2tensor/data_generators/wiki.py
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id: 1870
unit: def _remove_double_brackets()
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id: 1871
unit: def extra_reading_spec()
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id: 1872
unit: def _tokens()
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id: 1873
unit: def hparams()
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id: 1874
unit: def _maybe_download_corpus()
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id: 1875
unit: def hparams()
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id: 1876
unit: def preprocess_example()
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id: 1877
unit: def hparams()
file: tensor2tensor/data_generators/cifar.py
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id: 1878
unit: def preprocess_example()
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id: 1879
unit: def preprocess_example()
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id: 1880
unit: def _get_tokens_and_tags()
file: tensor2tensor/data_generators/snli.py
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number of parameters: 1

id: 1881
unit: languagesUpdated_()
file: tensor2tensor/insights/polymer/language_selector/language-selector-content.js
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end line: 111
size: 9 LOC
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number of parameters: 1

id: 1882
unit: modelChanged_()
file: tensor2tensor/insights/polymer/explore_view/explore-view.js
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size: 9 LOC
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number of parameters: 2

id: 1883
unit: def random_rollout_subsequences()
file: tensor2tensor/rl/trainer_model_based.py
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number of parameters: 3

id: 1884
unit: def load_metrics()
file: tensor2tensor/rl/trainer_model_based.py
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number of parameters: 2

id: 1885
unit: def _map_actions()
file: tensor2tensor/rl/gym_utils.py
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number of parameters: 2

id: 1886
unit: def _maybe_resize()
file: tensor2tensor/rl/gym_utils.py
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id: 1887
unit: def remove_time_limit_wrapper()
file: tensor2tensor/rl/gym_utils.py
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number of parameters: 1

id: 1888
unit: def register_gym_env()
file: tensor2tensor/rl/gym_utils.py
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size: 9 LOC
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number of parameters: 3

id: 1889
unit: def add_to_initial_stack()
file: tensor2tensor/rl/player_utils.py
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size: 9 LOC
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number of parameters: 2

id: 1890
unit: def observation()
file: tensor2tensor/rl/player_utils.py
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size: 9 LOC
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number of parameters: 2

id: 1891
unit: def __init__()
file: tensor2tensor/rl/envs/py_func_batch_env.py
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size: 9 LOC
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number of parameters: 2

id: 1892
unit: def rlmb_dqn_rainbow_large_epsilon()
file: tensor2tensor/rl/trainer_model_based_params.py
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size: 9 LOC
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number of parameters: 0

id: 1893
unit: def training_loop()
file: tensor2tensor/rl/restarter.py
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number of parameters: 1

id: 1894
unit: def random_rollout_subsequences()
file: tensor2tensor/rl/rl_utils.py
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number of parameters: 3

id: 1895
unit: def _get_first_actions()
file: tensor2tensor/rl/rl_utils.py
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number of parameters: 2

id: 1896
unit: def __init__()
file: tensor2tensor/rl/rl_utils.py
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id: 1897
unit: def __init__()
file: tensor2tensor/rl/ppo_learner.py
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number of parameters: 6

id: 1898
unit: def simulate()
file: tensor2tensor/rl/ppo_learner.py
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number of parameters: 2

id: 1899
unit: def copy_hparams()
file: tensor2tensor/utils/hparams_lib.py
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number of parameters: 1

id: 1900
unit: def diet_expert()
file: tensor2tensor/utils/diet.py
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size: 9 LOC
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number of parameters: 3

id: 1901
unit: def _grad_sparsity()
file: tensor2tensor/utils/yellowfin.py
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size: 9 LOC
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number of parameters: 1

id: 1902
unit: def _add_shard_to_filename()
file: tensor2tensor/utils/decoding.py
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size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 1903
unit: def _save_until_eos()
file: tensor2tensor/utils/decoding.py
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end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 1904
unit: def summarize_hparams()
file: tensor2tensor/utils/t2t_model.py
start line: 0
end line: 0
size: 9 LOC
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number of parameters: 1

id: 1905
unit: def _target_modality_is_real()
file: tensor2tensor/utils/t2t_model.py
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size: 9 LOC
McCabe index: 3
number of parameters: 1

id: 1906
unit: def optimize()
file: tensor2tensor/utils/t2t_model.py
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end line: 0
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McCabe index: 2
number of parameters: 5

id: 1907
unit: def _beam_decode()
file: tensor2tensor/utils/t2t_model.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 7

id: 1908
unit: def summarize_variables()
file: tensor2tensor/utils/optimize.py
start line: 0
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size: 9 LOC
McCabe index: 5
number of parameters: 2

id: 1909
unit: def get_problem_name()
file: tensor2tensor/utils/registry.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 5
number of parameters: 3

id: 1910
unit: def _to_bfloat16_unbiased()
file: tensor2tensor/utils/quantization.py
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end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 2

id: 1911
unit: def add_scope()
file: tensor2tensor/utils/expert_utils.py
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size: 9 LOC
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number of parameters: 2

id: 1912
unit: def __init__()
file: tensor2tensor/utils/expert_utils.py
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number of parameters: 3

id: 1913
unit: def set_precision()
file: tensor2tensor/utils/metrics.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 3

id: 1914
unit: def sigmoid_precision_one_hot()
file: tensor2tensor/utils/metrics.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 3

id: 1915
unit: def sigmoid_recall_one_hot()
file: tensor2tensor/utils/metrics.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 3

id: 1916
unit: def learn()
file: tensor2tensor/utils/contrib.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 0

id: 1917
unit: def create_estimator()
file: tensor2tensor/serving/export.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 2

id: 1918
unit: def __init__()
file: tensor2tensor/models/transformer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 3

id: 1919
unit: def transformer_tall_pretrain_lm_tpu_adafactor_large()
file: tensor2tensor/models/transformer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1920
unit: def transformer_cubbitt()
file: tensor2tensor/models/transformer.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1921
unit: def transformer_parsing_big()
file: tensor2tensor/models/transformer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1922
unit: def mtf_model_fn()
file: tensor2tensor/models/mtf_transformer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 3

id: 1923
unit: def imagetransformer_sep_channels_8l()
file: tensor2tensor/models/image_transformer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1924
unit: def imagetransformerpp_base_10l_8h_big_uncond_dr03_dan_g()
file: tensor2tensor/models/image_transformer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1925
unit: def imagetransformer_base_10l_16h_big_uncond_dr01_imgnet()
file: tensor2tensor/models/image_transformer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1926
unit: def imagetransformer_b12l_4h_b128_h512_uncond_dr01_im()
file: tensor2tensor/models/image_transformer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1927
unit: def imagetransformer_b10l_4h_big_uncond_dr01_tpu()
file: tensor2tensor/models/image_transformer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1928
unit: def _normalize_body_output()
file: tensor2tensor/models/neural_assistant.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 1929
unit: def _conv_function()
file: tensor2tensor/models/neural_architecture_search/nas_layers.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 4

id: 1930
unit: def num_params()
file: tensor2tensor/models/neural_architecture_search/nas_layers.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 4

id: 1931
unit: def combine_tensors()
file: tensor2tensor/models/neural_architecture_search/nas_model.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 1932
unit: def combine_tensors()
file: tensor2tensor/models/neural_architecture_search/nas_model.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 1933
unit: def imagetransformer2d_base_12l_8_16_big()
file: tensor2tensor/models/image_transformer_2d.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1934
unit: def img2img_transformer_base_tpu()
file: tensor2tensor/models/image_transformer_2d.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1935
unit: def img2img_transformer2d_n3()
file: tensor2tensor/models/image_transformer_2d.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1936
unit: def img2img_transformer2d_n31()
file: tensor2tensor/models/image_transformer_2d.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1937
unit: def img2img_transformer2d_n103()
file: tensor2tensor/models/image_transformer_2d.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1938
unit: def mtf_unitransformer_base()
file: tensor2tensor/models/mtf_transformer2.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 5
number of parameters: 0

id: 1939
unit: def mtf_unitransformer_tiny()
file: tensor2tensor/models/mtf_transformer2.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1940
unit: def body()
file: tensor2tensor/models/slicenet.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 1941
unit: def layer_prepostprocess_dropout()
file: tensor2tensor/models/mtf_image_transformer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 2

id: 1942
unit: def mtf_image_transformer_base_imagenet_mp_sp()
file: tensor2tensor/models/mtf_image_transformer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1943
unit: def get_error_tag_embedding_matrix()
file: tensor2tensor/models/research/transformer_seq2edits.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 0

id: 1944
unit: def make_even_size()
file: tensor2tensor/models/research/autoencoders.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 2

id: 1945
unit: def dropout()
file: tensor2tensor/models/research/autoencoders.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 1946
unit: def unbottleneck()
file: tensor2tensor/models/research/autoencoders.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 4

id: 1947
unit: def autoencoder_discrete_pong()
file: tensor2tensor/models/research/autoencoders.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1948
unit: def get_dtype()
file: tensor2tensor/models/research/transformer_vae_flow_prior_ops.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 1

id: 1949
unit: def mimic_adam_with_adafactor()
file: tensor2tensor/models/research/adafactor_experiments.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 1950
unit: def optimize()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 5

id: 1951
unit: def update_hparams_for_tpu()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 7
number of parameters: 1

id: 1952
unit: def get_variable_ddi()
file: tensor2tensor/models/research/glow_ops.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 6

id: 1953
unit: def actnorm_3d()
file: tensor2tensor/models/research/glow_ops.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 3

id: 1954
unit: def conv_stack()
file: tensor2tensor/models/research/glow_ops.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 7

id: 1955
unit: def uniform_binning_correction()
file: tensor2tensor/models/research/glow_ops.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 2

id: 1956
unit: def discriminator()
file: tensor2tensor/models/research/cycle_gan.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 5

id: 1957
unit: def _summarize_losses()
file: tensor2tensor/models/research/transformer_vae.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 2

id: 1958
unit: def prepare_features_for_infer()
file: tensor2tensor/models/research/transformer_nat.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 1959
unit: def transformer_nat_big()
file: tensor2tensor/models/research/transformer_nat.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1960
unit: def adaptive_universal_transformer_base_range()
file: tensor2tensor/models/research/universal_transformer.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 1

id: 1961
unit: def zero_state()
file: tensor2tensor/models/research/neural_stack.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 3

id: 1962
unit: def initialize_write_strengths()
file: tensor2tensor/models/research/neural_stack.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 1963
unit: def attention_lm_ae_extended()
file: tensor2tensor/models/research/attention_lm_moe.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1964
unit: def body()
file: tensor2tensor/models/research/transformer_aux.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 1965
unit: def transformer_moe_8k()
file: tensor2tensor/models/research/transformer_moe.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 0

id: 1966
unit: def transformer_moe_prepend_8k()
file: tensor2tensor/models/research/transformer_moe.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1967
unit: def video_features()
file: tensor2tensor/models/video/sv2p.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 5

id: 1968
unit: def get_sampled_frame()
file: tensor2tensor/models/video/base.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 1969
unit: def next_frame_sv2p_tiny()
file: tensor2tensor/models/video/sv2p_params.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 1970
unit: def decode_hparams()
file: tensor2tensor/models/video/nfg_interpolate.py
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unit: function render()
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unit: def play_env_problem_randomly()
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unit: def print_state()
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unit: def reward()
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unit: def inverse_exp_decay()
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unit: def inverse_lin_decay()
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unit: def shakeshake2_py()
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unit: def expand_squeeze_to_nd()
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unit: def gather()
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unit: def running_global_pool_1d()
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unit: def fn_with_custom_grad()
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unit: def sample_temperature_per_example()
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unit: def encode_to_shape()
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unit: def basic_lstm()
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id: 1988
unit: def scheduled_sample_prob()
file: tensor2tensor/layers/common_video.py
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id: 1989
unit: def save_to_disk()
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unit: def write()
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unit: def get_gates()
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unit: def attention_bias_local()
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unit: def attention_bias_prepend_inputs_full_attention()
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unit: def get_shifted_center_blocks()
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unit: def select_block_for_decode_step()
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unit: def sparse_dot_product_attention_truncated()
file: tensor2tensor/layers/common_attention.py
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unit: def generic_l2_loss()
file: tensor2tensor/layers/modalities.py
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id: 1998
unit: def class_label_top()
file: tensor2tensor/layers/modalities.py
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id: 1999
unit: def video_raw_top()
file: tensor2tensor/layers/modalities.py
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id: 2000
unit: def reduce_sum_over_lc()
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unit: def lengths_to_area_mask()
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unit: def isemhash_unbottleneck()
file: tensor2tensor/layers/discretization.py
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number of parameters: 3

id: 2004
unit: def write_ref_content()
file: tensor2tensor/data_generators/wikisum/get_references_web_single_group.py
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unit: def example_reading_spec()
file: tensor2tensor/data_generators/wikisum/wikisum.py
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unit: def _references_files_by_shard()
file: tensor2tensor/data_generators/wikisum/wikisum.py
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unit: def get_text_from_html()
file: tensor2tensor/data_generators/wikisum/html.py
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id: 2008
unit: def read()
file: tensor2tensor/data_generators/wikisum/utils.py
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unit: def wet_records()
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unit: def wet_records_from_url()
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unit: def __init__()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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id: 2012
unit: def dataset_splits()
file: tensor2tensor/data_generators/quora_qpairs.py
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id: 2013
unit: def dataset_splits()
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id: 2014
unit: def dataset_splits()
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id: 2015
unit: def dataset_splits()
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id: 2016
unit: def generate_encoded_samples()
file: tensor2tensor/data_generators/squad.py
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id: 2017
unit: def debug_video_writer_factory()
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unit: def dataset_splits()
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id: 2019
unit: def example_reading_spec()
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id: 2020
unit: def hparams()
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id: 2021
unit: def example_reading_spec()
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id: 2022
unit: def dataset_splits()
file: tensor2tensor/data_generators/translate_enro.py
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id: 2023
unit: explicit PackSequencesKOp()
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id: 2024
unit: def _build_vocab()
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id: 2025
unit: def dataset_splits()
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id: 2026
unit: def generate_samples()
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id: 2027
unit: def save_vocab()
file: tensor2tensor/data_generators/dialog_abstract.py
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id: 2028
unit: def corpus_files_for_shard()
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id: 2029
unit: def dataset_splits()
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id: 2030
unit: def dataset_splits()
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id: 2031
unit: def _get_vqa_v2_image_raw_dataset()
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id: 2032
unit: def generate_text_for_vocab()
file: tensor2tensor/data_generators/translate.py
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id: 2033
unit: def dataset_splits()
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id: 2034
unit: def dataset_splits()
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unit: def encode()
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unit: def dataset_splits()
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unit: def dataset_splits()
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unit: def dataset_splits()
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unit: def generate_samples()
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unit: def _task_id_to_output_file()
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id: 2047
unit: def dataset_splits()
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unit: def eval_metrics()
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unit: def example_reading_spec()
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unit: def example_reading_spec()
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unit: def dataset_splits()
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id: 2052
unit: def _get_mscoco()
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id: 2053
unit: def example_reading_spec()
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id: 2054
unit: def feature_encoders()
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id: 2055
unit: def feature_encoders()
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id: 2056
unit: def _is_import_err_msg()
file: tensor2tensor/data_generators/all_problems.py
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id: 2057
unit: def import_modules()
file: tensor2tensor/data_generators/all_problems.py
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id: 2058
unit: def dataset_splits()
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id: 2059
unit: def dataset_splits()
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id: 2060
unit: def dataset_splits()
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id: 2061
unit: def dataset_splits()
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id: 2062
unit: def example_generator()
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id: 2063
unit: def dataset_splits()
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id: 2064
unit: def _get_fashion_mnist()
file: tensor2tensor/data_generators/mnist.py
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id: 2065
unit: def dataset_splits()
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id: 2066
unit: def dataset_splits()
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id: 2067
unit: def format_sympy_expr()
file: tensor2tensor/data_generators/algorithmic_math.py
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id: 2068
unit: def dataset_splits()
file: tensor2tensor/data_generators/yelp_full.py
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id: 2069
unit: def _get_timit()
file: tensor2tensor/data_generators/audio.py
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id: 2070
unit: def _get_audio_data()
file: tensor2tensor/data_generators/audio.py
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id: 2071
unit: def hparams()
file: tensor2tensor/data_generators/gene_expression.py
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id: 2072
unit: def generate_shard_args()
file: tensor2tensor/data_generators/gene_expression.py
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id: 2073
unit: def preprocess_data()
file: tensor2tensor/data_generators/dialog_dailydialog.py
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id: 2074
unit: def hparams()
file: tensor2tensor/data_generators/timeseries.py
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number of parameters: 3

id: 2075
unit: def vqa_v2_preprocess_image()
file: tensor2tensor/data_generators/vqa_utils.py
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id: 2076
unit: def read_records()
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id: 2077
unit: def _shuffle_single()
file: tensor2tensor/data_generators/generator_utils.py
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id: 2078
unit: def shuffle_dataset()
file: tensor2tensor/data_generators/generator_utils.py
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unit: def __init__()
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unit: def _concurrent_pack()
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id: 2081
unit: def _finalize()
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id: 2082
unit: def dataset_splits()
file: tensor2tensor/data_generators/style_transfer.py
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id: 2083
unit: def example_reading_spec()
file: tensor2tensor/data_generators/celebahq.py
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id: 2084
unit: def decode()
file: tensor2tensor/data_generators/tokenizer.py
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id: 2085
unit: def generate_samples()
file: tensor2tensor/data_generators/transduction_problems.py
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id: 2086
unit: def preprocess_example()
file: tensor2tensor/data_generators/celeba.py
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id: 2087
unit: def preprocess_example()
file: tensor2tensor/data_generators/celeba.py
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id: 2088
unit: def _download_and_parse_dataset()
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id: 2089
unit: def dataset_splits()
file: tensor2tensor/data_generators/translate_enfr.py
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id: 2090
unit: handleTranslationResponse_()
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id: 2091
unit: addRule_()
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unit: def rlmf_tiny_overrides()
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unit: def fc_layer()
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id: 2217
unit: def attention_lm_hybrid_v2()
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id: 2218
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unit: def transformer_moe_2k()
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unit: def reward_prediction_basic()
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id: 2223
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id: 2230
unit: def play_random_move()
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unit: def tpu_safe_image_summary()
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unit: def combine_first_two_dimensions()
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id: 2254
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id: 2255
unit: def standard_normal()
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id: 2256
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id: 2257
unit: def top_k_softmax()
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id: 2258
unit: def vq_discrete_unbottleneck()
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id: 2259
unit: def compress_encoder_2d()
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id: 2260
unit: def compress_encoder_1d()
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unit: def decompress_decoder_1d()
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id: 2262
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unit: def read()
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id: 2264
unit: def _token_counts()
file: tensor2tensor/data_generators/wikisum/wikisum.py
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id: 2265
unit: def safe_socket()
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unit: def _split_sentences()
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id: 2267
unit: def normalize_example()
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unit: def get_max_num_classes()
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id: 2269
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id: 2270
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id: 2271
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unit: def get_train_iterator()
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id: 2281
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id: 2307
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id: 2458
unit: def after_create_session()
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id: 2459
unit: def transformer_revnet_big()
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id: 2460
unit: def transformer_sketch()
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id: 2461
unit: def dqn_guess1_params()
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id: 2462
unit: def clip_logits()
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id: 2463
unit: def attention_lm_moe_base_long_seq()
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id: 2464
unit: def attention_lm_attention_moe_tiny()
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id: 2465
unit: def _extract_shift_values()
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id: 2466
unit: def transformer_symshard_h4()
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id: 2467
unit: def mqp_ende_mq8()
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id: 2468
unit: def mqp_ende_h2_kv64_ff6784()
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id: 2469
unit: def mqp_ende_h4_kv32_ff6784()
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id: 2470
unit: def shake_shake_quick()
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id: 2471
unit: def shake_shake_fgsm()
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id: 2472
unit: def next_frame_savp_vae()
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id: 2473
unit: def next_frame_ae_tiny()
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id: 2474
unit: def next_frame_tiny()
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id: 2475
unit: def next_frame_ae_range()
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id: 2476
unit: def checkAllConds()
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id: 2477
unit: def squeeze_video()
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id: 2478
unit: def next_frame_sv2p_atari_softmax()
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id: 2479
unit: def add_evolved_transformer_hparams()
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id: 2480
unit: def evolved_transformer_tpu_basic()
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id: 2481
unit: def process_rewards()
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id: 2482
unit: def truncate_trajectories()
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id: 2483
unit: def gym_space_encode()
file: tensor2tensor/envs/gym_spaces_utils.py
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id: 2484
unit: def shift_right()
file: tensor2tensor/layers/common_layers.py
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id: 2485
unit: def shift_right_3d()
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id: 2486
unit: def shift_right_2d()
file: tensor2tensor/layers/common_layers.py
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id: 2487
unit: def layer_norm_vars()
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id: 2488
unit: def noam_norm()
file: tensor2tensor/layers/common_layers.py
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id: 2489
unit: def pad_with_zeros()
file: tensor2tensor/layers/common_layers.py
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id: 2490
unit: def weights_multi_problem()
file: tensor2tensor/layers/common_layers.py
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id: 2491
unit: def gated_linear_unit_layer()
file: tensor2tensor/layers/common_layers.py
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id: 2492
unit: def brelu()
file: tensor2tensor/layers/common_layers.py
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id: 2494
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id: 2495
unit: def summarize_tensors()
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id: 2496
unit: def tinyify()
file: tensor2tensor/layers/common_video.py
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id: 2497
unit: def split_last_dimension()
file: tensor2tensor/layers/common_attention.py
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id: 2498
unit: def _relative_position_to_absolute_position_masked()
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id: 2499
unit: def _absolute_position_to_relative_position_masked()
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id: 2500
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id: 2501
unit: def matmul_with_relative_values()
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id: 2502
unit: def matmul_with_relative_keys()
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id: 2503
unit: def reshape_by_blocks()
file: tensor2tensor/layers/common_attention.py
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id: 2504
unit: def gather_blocks_2d()
file: tensor2tensor/layers/common_attention.py
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id: 2505
unit: def bit_to_int()
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id: 2506
unit: def slice_hidden()
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id: 2507
unit: def bit_to_int()
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id: 2508
unit: def int_to_bit_embed()
file: tensor2tensor/layers/discretization.py
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id: 2509
unit: def _normalize_text()
file: tensor2tensor/data_generators/wikisum/wikisum.py
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id: 2510
unit: def main()
file: tensor2tensor/data_generators/wikisum/generate_vocab.py
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id: 2511
unit: def __init__()
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id: 2512
unit: def __init__()
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unit: def __init__()
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unit: def __init__()
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unit: def __init__()
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unit: def __init__()
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unit: def __init__()
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id: 2518
unit: def __init__()
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id: 2519
unit: def preprocess_example()
file: tensor2tensor/data_generators/squad.py
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id: 2520
unit: def hparams()
file: tensor2tensor/data_generators/squad.py
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id: 2521
unit: def generate_samples()
file: tensor2tensor/data_generators/wiki_lm.py
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id: 2522
unit: def hparams()
file: tensor2tensor/data_generators/moving_mnist.py
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id: 2523
unit: def __init__()
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unit: def preprocess_example()
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id: 2525
unit: def eval_metrics()
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id: 2526
unit: def eval_metrics()
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id: 2527
unit: def feature_encoders()
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id: 2528
unit: def generate_data()
file: tensor2tensor/data_generators/video_utils.py
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id: 2529
unit: def feature_encoders()
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id: 2530
unit: def generate_data()
file: tensor2tensor/data_generators/imagenet.py
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id: 2531
unit: def generate_data()
file: tensor2tensor/data_generators/imagenet.py
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id: 2532
unit: def _normalize()
file: tensor2tensor/data_generators/imagenet.py
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id: 2533
unit: def generate_samples()
file: tensor2tensor/data_generators/program_search.py
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id: 2534
unit: def eval_metrics()
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id: 2535
unit: def hparams()
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id: 2536
unit: def _preprocess_observations()
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unit: def __init__()
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id: 2538
unit: explicit SubwordTextEncoderEncodeOp()
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id: 2539
unit: def feature_encoders()
file: tensor2tensor/data_generators/problem.py
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id: 2540
unit: def training_filepaths()
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id: 2541
unit: def dev_filepaths()
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id: 2542
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id: 2543
unit: def _read_words()
file: tensor2tensor/data_generators/ptb.py
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id: 2544
unit: def example_reading_spec()
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id: 2545
unit: def parse_page()
file: tensor2tensor/data_generators/wiki_revision_utils.py
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id: 2546
unit: def get_encoder_from_vocab()
file: tensor2tensor/data_generators/wiki_revision_utils.py
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id: 2547
unit: def hparams()
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id: 2548
unit: def categorical_case()
file: tensor2tensor/data_generators/multi_problem_v2.py
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id: 2549
unit: def epoch_rates_to_pmf()
file: tensor2tensor/data_generators/multi_problem_v2.py
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id: 2550
unit: def decode_schedule()
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id: 2551
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id: 2552
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id: 2553
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id: 2554
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id: 2555
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id: 2557
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id: 2558
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id: 2560
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id: 2562
unit: def generate_text_for_vocab()
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id: 2563
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id: 2564
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id: 2565
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unit: def generate_data()
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file: tensor2tensor/data_generators/image_utils.py
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id: 2569
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unit: def hparams()
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id: 2575
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unit: def generate_data()
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unit: def hparams()
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unit: def _get_mnist()
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id: 2702
unit: def resnet_cifar_32_td_weight_05_05()
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id: 2703
unit: def resnet_cifar_32_td_unit_05_05()
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id: 2704
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id: 2705
unit: def resnet_madry()
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id: 2706
unit: def downsample_bottleneck()
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id: 2707
unit: def revnet_110_cifar()
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id: 2708
unit: def revnet_164_cifar()
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id: 2709
unit: def imagetransformerpp_base_14l_8h_big_uncond_dr03_dan_p()
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id: 2710
unit: def imagetransformer_b12l_4h_big_uncond_dr03_lr025_tpu()
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id: 2711
unit: def compute_average_embedding()
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id: 2712
unit: def register_layer()
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id: 2713
unit: def _conv_function()
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id: 2714
unit: def _apply_logic()
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id: 2715
unit: def estimator_spec_eval()
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id: 2716
unit: def imagetransformer2d_base_8l_8_16()
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id: 2717
unit: def img2img_transformer2d_q3()
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id: 2718
unit: def imagetransformer2d_tiny()
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id: 2719
unit: def layer_stack_from_hparams()
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id: 2720
unit: def mtr_tr_dense_3_fast()
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id: 2721
unit: def mtr_tr_dense_local_0_h1_8_kv256()
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unit: def mtr_tr_ende_v0()
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id: 2723
unit: def slicenet_range1()
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id: 2724
unit: def mtf_image_transformer_cifar_4x()
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id: 2725
unit: def num_channels()
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id: 2726
unit: def encode()
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id: 2727
unit: def _get_kernel_and_strides()
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id: 2728
unit: def variance_loss()
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id: 2729
unit: def body()
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unit: def stack_loss()
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id: 2732
unit: def autoencoder_ordered_discrete()
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id: 2733
unit: def afx_relative()
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id: 2734
unit: def afx_unscale_relative()
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id: 2735
unit: def afx_adafactor()
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id: 2736
unit: def xmoe_top_2()
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id: 2737
unit: def xmoe2_v1_l4k_compressed_c4()
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id: 2738
unit: def wiki_2x2_v1()
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id: 2739
unit: def denoise_z15()
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id: 2740
unit: def wmt_diag_small()
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id: 2741
unit: def wmt_affine_base_1e4()
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id: 2742
unit: def linear_interpolate()
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id: 2743
unit: def postprocess()
file: tensor2tensor/models/research/glow_ops.py
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id: 2744
unit: def get_cond_latents_at_level()
file: tensor2tensor/models/research/glow_ops.py
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id: 2745
unit: def fill_memory_slot()
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id: 2746
unit: def get_latent_pred_loss()
file: tensor2tensor/models/research/transformer_nat.py
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id: 2747
unit: def transformer_teeny()
file: tensor2tensor/models/research/universal_transformer.py
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id: 2748
unit: def lmx_relative()
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id: 2749
unit: def lmx_h1k_f64k()
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id: 2750
unit: def state_size()
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id: 2751
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id: 2752
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id: 2753
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id: 2754
unit: def ror()
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id: 2755
unit: def rol()
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id: 2756
unit: def linear_map()
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id: 2757
unit: def swap_halves()
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id: 2758
unit: def bottom()
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id: 2760
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id: 2761
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id: 2762
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id: 2766
unit: def remove_pad()
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id: 2767
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id: 2768
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id: 2769
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id: 2770
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id: 2772
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id: 2782
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id: 2783
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file: tensor2tensor/models/video/emily.py
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id: 2784
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id: 2785
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id: 2786
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id: 2787
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id: 2788
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id: 2789
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id: 2790
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id: 2791
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id: 2792
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id: 2793
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id: 2794
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id: 2795
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id: 2796
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id: 2800
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id: 2801
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id: 2806
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McCabe index: 2
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id: 2820
unit: def reshape_like_all_dims()
file: tensor2tensor/layers/common_layers.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2821
unit: def recompute_grad()
file: tensor2tensor/layers/common_layers.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2822
unit: def top_1_tpu()
file: tensor2tensor/layers/common_layers.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2823
unit: def reshape_like()
file: tensor2tensor/layers/common_layers.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2824
unit: def sparse_equals_constant()
file: tensor2tensor/layers/common_layers.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 2825
unit: def sparse_add_constant()
file: tensor2tensor/layers/common_layers.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 2826
unit: def __init__()
file: tensor2tensor/layers/ngram.py
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size: 5 LOC
McCabe index: 1
number of parameters: 5

id: 2827
unit: def compute_output_shape()
file: tensor2tensor/layers/ngram.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2828
unit: def get_config()
file: tensor2tensor/layers/ngram.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2829
unit: def __init__()
file: tensor2tensor/layers/common_hparams.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2830
unit: def write_multi()
file: tensor2tensor/layers/common_video.py
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size: 5 LOC
McCabe index: 3
number of parameters: 3

id: 2831
unit: def __init__()
file: tensor2tensor/layers/common_video.py
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size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 2832
unit: def maybe_upcast()
file: tensor2tensor/layers/common_attention.py
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size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 2833
unit: def add_layer_timing_signal_learned_1d()
file: tensor2tensor/layers/common_attention.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 2834
unit: def split_heads_nd()
file: tensor2tensor/layers/common_attention.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 2835
unit: def combine_heads_nd()
file: tensor2tensor/layers/common_attention.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2836
unit: def get_item_at_decode_step()
file: tensor2tensor/layers/common_attention.py
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size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 2837
unit: def construct_bias_vectors()
file: tensor2tensor/layers/common_attention.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2838
unit: def get_choices()
file: tensor2tensor/layers/common_image_attention.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 2839
unit: def get_self_attention_bias()
file: tensor2tensor/layers/common_image_attention.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2840
unit: def make_targets_bottom()
file: tensor2tensor/layers/modalities.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2841
unit: def real_bottom()
file: tensor2tensor/layers/modalities.py
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size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 2842
unit: def video_bottom()
file: tensor2tensor/layers/modalities.py
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size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 2843
unit: def video_targets_bottom()
file: tensor2tensor/layers/modalities.py
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size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 2844
unit: def convert_rgb_to_real()
file: tensor2tensor/layers/modalities.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 2845
unit: def video_l2_raw_loss()
file: tensor2tensor/layers/modalities.py
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size: 5 LOC
McCabe index: 1
number of parameters: 5

id: 2846
unit: def video_l1_raw_loss()
file: tensor2tensor/layers/modalities.py
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size: 5 LOC
McCabe index: 1
number of parameters: 5

id: 2847
unit: def decompress_decoder_2d()
file: tensor2tensor/layers/latent_layers.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 2848
unit: def set()
file: tensor2tensor/layers/transformer_memory.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 2849
unit: def tfrecord_fname()
file: tensor2tensor/data_generators/wikisum/get_references_web_single_group.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 2850
unit: def get_urls_for_shard()
file: tensor2tensor/data_generators/wikisum/get_references_web_single_group.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 2851
unit: def _truncate_to_lead_section()
file: tensor2tensor/data_generators/wikisum/wikisum.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2852
unit: def _shard_id_for_file()
file: tensor2tensor/data_generators/wikisum/wikisum.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2853
unit: def _wiki_urls_for_shard()
file: tensor2tensor/data_generators/wikisum/wikisum.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2854
unit: def create_instance()
file: tensor2tensor/data_generators/wikisum/parallel_launch.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 2855
unit: def list_vm_names_and_ips()
file: tensor2tensor/data_generators/wikisum/parallel_launch.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 0

id: 2856
unit: def __init__()
file: tensor2tensor/data_generators/lm1b_mnli.py
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McCabe index: 1
number of parameters: 3

id: 2857
unit: def __init__()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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McCabe index: 1
number of parameters: 3

id: 2858
unit: def __init__()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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McCabe index: 1
number of parameters: 3

id: 2859
unit: def __init__()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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McCabe index: 1
number of parameters: 3

id: 2860
unit: def __init__()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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McCabe index: 1
number of parameters: 3

id: 2861
unit: def __init__()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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McCabe index: 1
number of parameters: 3

id: 2862
unit: def flatten_zip_dataset()
file: tensor2tensor/data_generators/multi_problem.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 2863
unit: def update_task_ids()
file: tensor2tensor/data_generators/multi_problem.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2864
unit: def _story_summary_split()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2865
unit: def generate_text_for_vocab()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 2866
unit: def dataset_splits()
file: tensor2tensor/data_generators/moving_mnist.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2867
unit: def preprocess_example()
file: tensor2tensor/data_generators/imagenet.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 2868
unit: def preprocess_example()
file: tensor2tensor/data_generators/imagenet.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 2869
unit: def hparams()
file: tensor2tensor/data_generators/imagenet.py
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size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 2870
unit: def preprocess_example()
file: tensor2tensor/data_generators/imagenet.py
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size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 2871
unit: def preprocess_example()
file: tensor2tensor/data_generators/imagenet.py
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size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 2872
unit: def set_common_voice_length_hparams()
file: tensor2tensor/data_generators/common_voice.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2873
unit: def __eq__()
file: tensor2tensor/data_generators/gym_env.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2874
unit: def _decode_png()
file: tensor2tensor/data_generators/gym_env.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 2875
unit: def _step()
file: tensor2tensor/data_generators/gym_env.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2876
unit: def tpu_batch_size_per_shard()
file: tensor2tensor/data_generators/problem.py
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size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 2877
unit: def eval_metrics()
file: tensor2tensor/data_generators/problem.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2878
unit: def _get_token_encoder()
file: tensor2tensor/data_generators/ptb.py
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size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 2879
unit: def hparams()
file: tensor2tensor/data_generators/seq2edits.py
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size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 2880
unit: def eval_metrics()
file: tensor2tensor/data_generators/dialog_abstract.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2881
unit: def include_revision()
file: tensor2tensor/data_generators/wiki_revision_utils.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2882
unit: def strip_text()
file: tensor2tensor/data_generators/wiki_revision_utils.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2883
unit: def get_multi_dataset()
file: tensor2tensor/data_generators/multi_problem_v2.py
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end line: 0
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McCabe index: 3
number of parameters: 2

id: 2884
unit: def _clean_sentences()
file: tensor2tensor/data_generators/translate.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 2885
unit: def unicode_to_native()
file: tensor2tensor/data_generators/text_encoder.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 2886
unit: def to_unicode()
file: tensor2tensor/data_generators/text_encoder.py
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McCabe index: 3
number of parameters: 2

id: 2887
unit: def strip_ids()
file: tensor2tensor/data_generators/text_encoder.py
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McCabe index: 3
number of parameters: 2

id: 2888
unit: def decode()
file: tensor2tensor/data_generators/text_encoder.py
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McCabe index: 3
number of parameters: 3

id: 2889
unit: def _tokens_to_subtoken_ids()
file: tensor2tensor/data_generators/text_encoder.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2890
unit: def _escaped_token_to_subtoken_ids()
file: tensor2tensor/data_generators/text_encoder.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2891
unit: def dump()
file: tensor2tensor/data_generators/text_encoder.py
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McCabe index: 3
number of parameters: 1

id: 2892
unit: def _load_from_file()
file: tensor2tensor/data_generators/text_encoder.py
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McCabe index: 2
number of parameters: 2

id: 2893
unit: def __init__()
file: tensor2tensor/data_generators/text_encoder.py
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McCabe index: 1
number of parameters: 5

id: 2894
unit: def generate_encoded_samples()
file: tensor2tensor/data_generators/wsj_parsing.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 2895
unit: def feature_encoders()
file: tensor2tensor/data_generators/text_problems.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 2896
unit: def preprocess_example()
file: tensor2tensor/data_generators/text_problems.py
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McCabe index: 1
number of parameters: 4

id: 2897
unit: def eval_metrics()
file: tensor2tensor/data_generators/text_problems.py
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McCabe index: 2
number of parameters: 1

id: 2898
unit: def text2text_txt_iterator_with_label()
file: tensor2tensor/data_generators/text_problems.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2899
unit: def text2text_txt_iterator_with_index()
file: tensor2tensor/data_generators/text_problems.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2900
unit: def text2real_txt_iterator()
file: tensor2tensor/data_generators/text_problems.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 2901
unit: def text2text_txt_sharded_iterator()
file: tensor2tensor/data_generators/text_problems.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2902
unit: def num_output_shards()
file: tensor2tensor/data_generators/text_problems.py
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end line: 0
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McCabe index: 2
number of parameters: 1

id: 2903
unit: def _divide_equally()
file: tensor2tensor/data_generators/text_problems.py
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end line: 0
size: 5 LOC
McCabe index: 4
number of parameters: 3

id: 2904
unit: def matplotlib_pyplot()
file: tensor2tensor/data_generators/image_utils.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 2905
unit: def cifar_image_augmentation()
file: tensor2tensor/data_generators/image_utils.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2906
unit: def feature_encoders()
file: tensor2tensor/data_generators/problem_hparams.py
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McCabe index: 1
number of parameters: 2

id: 2907
unit: def test_problem_hparams()
file: tensor2tensor/data_generators/problem_hparams.py
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McCabe index: 1
number of parameters: 3

id: 2908
unit: def feature_encoders()
file: tensor2tensor/data_generators/babi_qa.py
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McCabe index: 1
number of parameters: 2

id: 2909
unit: def example_reading_spec()
file: tensor2tensor/data_generators/babi_qa.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2910
unit: def _dev_data_filenames()
file: tensor2tensor/data_generators/lm1b.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2911
unit: def dataset_splits()
file: tensor2tensor/data_generators/bair_robot_pushing.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2912
unit: def mnist_generator()
file: tensor2tensor/data_generators/mnist.py
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McCabe index: 3
number of parameters: 4

id: 2913
unit: def generator()
file: tensor2tensor/data_generators/mnist.py
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McCabe index: 2
number of parameters: 4

id: 2914
unit: def generator()
file: tensor2tensor/data_generators/mnist.py
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McCabe index: 2
number of parameters: 4

id: 2915
unit: def preprocess_example()
file: tensor2tensor/data_generators/mnist.py
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McCabe index: 1
number of parameters: 4

id: 2916
unit: def generator()
file: tensor2tensor/data_generators/mnist.py
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McCabe index: 2
number of parameters: 4

id: 2917
unit: def generator()
file: tensor2tensor/data_generators/algorithmic.py
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end line: 0
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McCabe index: 3
number of parameters: 4

id: 2918
unit: def generator()
file: tensor2tensor/data_generators/algorithmic.py
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McCabe index: 3
number of parameters: 4

id: 2919
unit: def random_number_lower_endian()
file: tensor2tensor/data_generators/algorithmic.py
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end line: 0
size: 5 LOC
McCabe index: 4
number of parameters: 2

id: 2920
unit: def get_or_create_vocab()
file: tensor2tensor/data_generators/pointer_generator_word.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 2921
unit: def generate_encoded_samples()
file: tensor2tensor/data_generators/pointer_generator_word.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 2922
unit: def example_generator()
file: tensor2tensor/data_generators/wiki.py
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size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 2923
unit: def timeseries_dataset()
file: tensor2tensor/data_generators/timeseries.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2924
unit: def _data_filenames()
file: tensor2tensor/data_generators/generator_utils.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 2925
unit: def outputs_exist()
file: tensor2tensor/data_generators/generator_utils.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 2926
unit: def __init__()
file: tensor2tensor/data_generators/generator_utils.py
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McCabe index: 1
number of parameters: 3

id: 2927
unit: def to_dict()
file: tensor2tensor/data_generators/generator_utils.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2928
unit: def tfrecord_iterator_for_problem()
file: tensor2tensor/data_generators/generator_utils.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 2929
unit: def dataset_url()
file: tensor2tensor/data_generators/style_transfer.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 2930
unit: def source_target_paths()
file: tensor2tensor/data_generators/style_transfer.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 2931
unit: def generate_data()
file: tensor2tensor/data_generators/celebahq.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 2932
unit: def set_librispeech_length_hparams()
file: tensor2tensor/data_generators/librispeech.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 2933
unit: def class_labels()
file: tensor2tensor/data_generators/cifar.py
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end line: 0
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McCabe index: 1
number of parameters: 1

id: 2934
unit: def generator()
file: tensor2tensor/data_generators/cifar.py
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McCabe index: 2
number of parameters: 4

id: 2935
unit: def generator()
file: tensor2tensor/data_generators/cifar.py
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McCabe index: 2
number of parameters: 4

id: 2936
unit: def hparams()
file: tensor2tensor/data_generators/cifar.py
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McCabe index: 1
number of parameters: 3

id: 2937
unit: def preprocess_example()
file: tensor2tensor/data_generators/cifar.py
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McCabe index: 2
number of parameters: 4

id: 2938
unit: def generator()
file: tensor2tensor/data_generators/cifar.py
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McCabe index: 2
number of parameters: 4

id: 2939
unit: def generator()
file: tensor2tensor/data_generators/cifar.py
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McCabe index: 2
number of parameters: 4

id: 2940
unit: def preprocess_example()
file: tensor2tensor/data_generators/cifar.py
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McCabe index: 2
number of parameters: 4

id: 2941
unit: def generator()
file: tensor2tensor/data_generators/cifar.py
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unit: def imagetransformer_sep_channels_8l_multipos3()
file: tensor2tensor/models/image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3065
unit: def imagetransformerpp_base_10l_8h_big_uncond_dr03_dan()
file: tensor2tensor/models/image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3066
unit: def imagetransformerpp_base_12l_8h_big_uncond_dr03_dan_l()
file: tensor2tensor/models/image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3067
unit: def imagetransformerpp_base_12l_8h_big_uncond_dr03_dan_m_rel()
file: tensor2tensor/models/image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3068
unit: def imagetransformerpp_base_5l_8h_dr00_dan_g_bs1_adafactor()
file: tensor2tensor/models/image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 0

id: 3069
unit: def imagetransformerpp_base_14l_8h_big_uncond_dr03_dan_eval()
file: tensor2tensor/models/image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3070
unit: def imagetransformer_base_8l_8h_big_cond_dr03_dan_128()
file: tensor2tensor/models/image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3071
unit: def imagetransformer_base_8l_8h_big_cond_dr03_dan_dilated_b()
file: tensor2tensor/models/image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3072
unit: def imagetransformer_base_8l_8h_big_cond_dr03_dan_dilated_c()
file: tensor2tensor/models/image_transformer.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3073
unit: def imagetransformer_sep_output_channels_8l_local_and_global_att()
file: tensor2tensor/models/image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3074
unit: def update_hparams_for_tpu()
file: tensor2tensor/models/image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 3075
unit: def imagetransformer_b12l_4h_b256_uncond_dr03_rel_tpu()
file: tensor2tensor/models/image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3076
unit: def __init__()
file: tensor2tensor/models/neural_assistant.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 3077
unit: def num_params()
file: tensor2tensor/models/neural_architecture_search/nas_layers.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 4

id: 3078
unit: def num_params()
file: tensor2tensor/models/neural_architecture_search/nas_layers.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 4

id: 3079
unit: def combine_tensors()
file: tensor2tensor/models/neural_architecture_search/nas_model.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 3080
unit: def combined_output_dim()
file: tensor2tensor/models/neural_architecture_search/nas_model.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 3081
unit: def imagetransformer2d_base()
file: tensor2tensor/models/image_transformer_2d.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3082
unit: def combine_batch_dims()
file: tensor2tensor/models/mtf_transformer2.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 3083
unit: def variable_dtype()
file: tensor2tensor/models/mtf_transformer2.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 3084
unit: def attention_kwargs_from_hparams()
file: tensor2tensor/models/mtf_transformer2.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 3085
unit: def dense_relu_dense_layer()
file: tensor2tensor/models/mtf_transformer2.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 3086
unit: def moe_2d_layer()
file: tensor2tensor/models/mtf_transformer2.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 3087
unit: def mtr_lm_dense_0_h1_16()
file: tensor2tensor/models/mtf_transformer2.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3088
unit: def mtr_tr_dense_local()
file: tensor2tensor/models/mtf_transformer2.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 3089
unit: def mtr_tr_dense_local_0_h1_16()
file: tensor2tensor/models/mtf_transformer2.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3090
unit: def mtr_tr_dense_0_h1_16()
file: tensor2tensor/models/mtf_transformer2.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3091
unit: def mtr_tr_dense_0_h2_16()
file: tensor2tensor/models/mtf_transformer2.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3092
unit: def similarity_cost()
file: tensor2tensor/models/slicenet.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 3093
unit: def targets_vocab_dim()
file: tensor2tensor/models/mtf_image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 3094
unit: def mtf_image_transformer_tiny_8gpu()
file: tensor2tensor/models/mtf_image_transformer.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3095
unit: def mtf_image_transformer_length_sharded()
file: tensor2tensor/models/mtf_image_transformer.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3096
unit: def maybe_flatten3d2d()
file: tensor2tensor/models/research/transformer_seq2edits.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 3097
unit: def features_to_nonpadding()
file: tensor2tensor/models/research/transformer_seq2edits.py
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size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 3098
unit: def __init__()
file: tensor2tensor/models/research/autoencoders.py
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size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 3099
unit: def autoencoder_ordered_discrete_vq()
file: tensor2tensor/models/research/autoencoders.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3100
unit: def unprepare_for_iw()
file: tensor2tensor/models/research/transformer_vae_flow_prior_ops.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 3101
unit: def afx_pow05()
file: tensor2tensor/models/research/adafactor_experiments.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3102
unit: def afx_unscale()
file: tensor2tensor/models/research/adafactor_experiments.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3103
unit: def afx_small_bfloat16()
file: tensor2tensor/models/research/adafactor_experiments.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3104
unit: def xmoe_dense_64k()
file: tensor2tensor/models/research/moe_experiments.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3105
unit: def xmoe_2d_debug()
file: tensor2tensor/models/research/moe_experiments.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3106
unit: def xmoe_2d_x64()
file: tensor2tensor/models/research/moe_experiments.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3107
unit: def xmoe2_v1_l4k_local_only()
file: tensor2tensor/models/research/moe_experiments.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 0

id: 3108
unit: def xmoe2_v1_l4k_global_only()
file: tensor2tensor/models/research/moe_experiments.py
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end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 0

id: 3109
unit: def denoise_m15()
file: tensor2tensor/models/research/moe_experiments.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3110
unit: def denoise_m30()
file: tensor2tensor/models/research/moe_experiments.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3111
unit: def denoise_dense_2_m30()
file: tensor2tensor/models/research/moe_experiments.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3112
unit: def wmt_enro_tpu()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3113
unit: def wmt_diag_small_trueadam_longer()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3114
unit: def wmt_diag_small_trueadam_shorter()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3115
unit: def wmt_diag_base_trueadam_longer_1e4()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3116
unit: def wmt_diag_base_trueadam_shorter_1e4()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3117
unit: def wmt_diag_base_1e4_trueadam()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3118
unit: def wmt_diag_base_1e4_trueadam_longer()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3119
unit: def wmt_diag_base_1e4_trueadam_shorter()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3120
unit: def wmt_diag_base_longer_1e4()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3121
unit: def wmt_diag_base_shorter_1e4()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3122
unit: def wmt_affine_base_trueadam_longer_small()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3123
unit: def wmt_affine_base_trueadam_shorter_small()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3124
unit: def wmt_affine_base_trueadam_longer()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3125
unit: def wmt_affine_base_trueadam_shorter()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3126
unit: def wmt_affine_base_longer_1e4()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3127
unit: def wmt_affine_base_shorter_1e4()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3128
unit: def iwslt_affine_tiny()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3129
unit: def iwslt_affine_small_1e4_trueadam_longer()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3130
unit: def iwslt_affine_small_1e4_trueadam_shorter()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3131
unit: def iwslt_affine_tpu_glow_glow_np_1e4_trueadam_longer()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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McCabe index: 1
number of parameters: 0

id: 3132
unit: def iwslt_affine_tpu_glow_glow_np_1e4_trueadam_shorter()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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McCabe index: 1
number of parameters: 0

id: 3133
unit: def iwslt_affine_tpu_glow_glow_np_1e4()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3134
unit: def noise_op()
file: tensor2tensor/models/research/glow_ops.py
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size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 3135
unit: def transformer_ae_a6()
file: tensor2tensor/models/research/transformer_vae.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3136
unit: def transformer_ae_a8()
file: tensor2tensor/models/research/transformer_vae.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3137
unit: def transformer_ae_base_tpu()
file: tensor2tensor/models/research/transformer_vae.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3138
unit: def transformer_ae_base_ablation_3()
file: tensor2tensor/models/research/transformer_vae.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3139
unit: def transformer_ae_base_iaf()
file: tensor2tensor/models/research/transformer_vae.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3140
unit: def universal_transformer_base_tpu()
file: tensor2tensor/models/research/universal_transformer.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3141
unit: def universal_transformer_big()
file: tensor2tensor/models/research/universal_transformer.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3142
unit: def universal_transformer_base_fp16()
file: tensor2tensor/models/research/universal_transformer.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3143
unit: def universal_transformer_tiny()
file: tensor2tensor/models/research/universal_transformer.py
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number of parameters: 0

id: 3144
unit: def universal_transformer_teeny()
file: tensor2tensor/models/research/universal_transformer.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3145
unit: def universal_transformer_small_dropconnect()
file: tensor2tensor/models/research/universal_transformer.py
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size: 5 LOC
McCabe index: 1
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id: 3146
unit: def adaptive_universal_transformer_base_tpu()
file: tensor2tensor/models/research/universal_transformer.py
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size: 5 LOC
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number of parameters: 0

id: 3147
unit: def adaptive_universal_transformer_sepconv_tiny()
file: tensor2tensor/models/research/universal_transformer.py
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size: 5 LOC
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number of parameters: 0

id: 3148
unit: def adaptive_universal_transformer_global_base()
file: tensor2tensor/models/research/universal_transformer.py
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id: 3149
unit: def adaptive_universal_transformer_global_base_tpu()
file: tensor2tensor/models/research/universal_transformer.py
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number of parameters: 0

id: 3150
unit: def universal_transformer_lstm_base()
file: tensor2tensor/models/research/universal_transformer.py
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number of parameters: 0

id: 3151
unit: def universal_transformer_gru_base()
file: tensor2tensor/models/research/universal_transformer.py
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number of parameters: 0

id: 3152
unit: def universal_transformer_lstm_tall()
file: tensor2tensor/models/research/universal_transformer.py
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number of parameters: 0

id: 3153
unit: def adaptive_universal_transformer_position_random_timing_tiny()
file: tensor2tensor/models/research/universal_transformer.py
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size: 5 LOC
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id: 3154
unit: def adaptive_universal_transformer_mix_before_ut_base()
file: tensor2tensor/models/research/universal_transformer.py
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id: 3155
unit: def adaptive_universal_transformer_mix_after_ut_base()
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id: 3156
unit: def adaptive_universal_transformer_concat_tiny()
file: tensor2tensor/models/research/universal_transformer.py
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number of parameters: 0

id: 3157
unit: def adaptive_universal_transformer_with_sru_base()
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id: 3158
unit: def attention_lm_translation_l12()
file: tensor2tensor/models/research/attention_lm.py
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number of parameters: 0

id: 3159
unit: def lmx_h1k_f4k()
file: tensor2tensor/models/research/lm_experiments.py
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size: 5 LOC
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number of parameters: 0

id: 3160
unit: def lmx_h2k_f8k()
file: tensor2tensor/models/research/lm_experiments.py
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size: 5 LOC
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number of parameters: 0

id: 3161
unit: def get_write_head_offset()
file: tensor2tensor/models/research/neural_stack.py
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McCabe index: 2
number of parameters: 2

id: 3162
unit: def super_lm_conv()
file: tensor2tensor/models/research/super_lm.py
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number of parameters: 0

id: 3163
unit: def super_lm_big()
file: tensor2tensor/models/research/super_lm.py
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id: 3164
unit: def super_lm_moe_h4()
file: tensor2tensor/models/research/super_lm.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 3165
unit: def super_lm_moe_4b_diet()
file: tensor2tensor/models/research/super_lm.py
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size: 5 LOC
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id: 3166
unit: def vqa_recurrent_self_attention_drop3()
file: tensor2tensor/models/research/vqa_recurrent_self_attention.py
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number of parameters: 0

id: 3167
unit: def vqa_attention_feature_initializer()
file: tensor2tensor/models/research/vqa_attention.py
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id: 3168
unit: def vqa_attention_feature_batch1024_dnz()
file: tensor2tensor/models/research/vqa_attention.py
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id: 3169
unit: def vqa_attention_feature_dnz()
file: tensor2tensor/models/research/vqa_attention.py
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id: 3170
unit: def vqa_attention_feature_dna()
file: tensor2tensor/models/research/vqa_attention.py
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id: 3171
unit: def vqa_attention_feature_batch1024_drop01_dna()
file: tensor2tensor/models/research/vqa_attention.py
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id: 3172
unit: def vqa_attention_drop01_dna()
file: tensor2tensor/models/research/vqa_attention.py
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unit: def __init__()
file: tensor2tensor/models/research/residual_shuffle_exchange.py
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unit: def history_observations()
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id: 3417
unit: def stack_data_given_key()
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McCabe index: 2
number of parameters: 2

id: 3418
unit: def body_sharded()
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 3419
unit: def _greedy_infer()
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size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 3420
unit: def _del_dict_non_tensors()
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size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 3421
unit: def set_custom_getter_compose()
file: tensor2tensor/utils/t2t_model.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 3422
unit: def __init__()
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size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 3423
unit: def _mixed_precision_is_enabled()
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 3424
unit: def yellow_fin()
file: tensor2tensor/utils/optimize.py
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McCabe index: 1
number of parameters: 2

id: 3425
unit: def _get_iter_variable()
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 3426
unit: def _apply_sparse_shared()
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size: 4 LOC
McCabe index: 1
number of parameters: 5

id: 3427
unit: def dispatch()
file: tensor2tensor/utils/expert_utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 3428
unit: def continuous_decode()
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 3429
unit: def continuous_decode_on_train_data()
file: tensor2tensor/utils/trainer_lib.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 3430
unit: def continuous_decode_from_file()
file: tensor2tensor/utils/trainer_lib.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 3431
unit: def create_experiment_fn()
file: tensor2tensor/utils/trainer_lib.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 3432
unit: def set_random_seed()
file: tensor2tensor/utils/trainer_lib.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 3433
unit: def padded_accuracy_top5()
file: tensor2tensor/utils/metrics.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 3434
unit: def create_eager_metrics()
file: tensor2tensor/utils/metrics.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 3435
unit: def util()
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number of parameters: 0

id: 3436
unit: def tfe()
file: tensor2tensor/utils/contrib.py
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id: 3437
unit: def nn()
file: tensor2tensor/utils/contrib.py
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McCabe index: 1
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id: 3438
unit: def rnn()
file: tensor2tensor/utils/contrib.py
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McCabe index: 1
number of parameters: 0

id: 3439
unit: def seq2seq()
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McCabe index: 1
number of parameters: 0

id: 3440
unit: def tpu()
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McCabe index: 1
number of parameters: 0

id: 3441
unit: def training()
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id: 3442
unit: def summary()
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McCabe index: 1
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id: 3443
unit: def metrics()
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McCabe index: 1
number of parameters: 0

id: 3444
unit: def mixed_precision()
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McCabe index: 1
number of parameters: 0

id: 3445
unit: def cluster_resolver()
file: tensor2tensor/utils/contrib.py
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McCabe index: 1
number of parameters: 0

id: 3446
unit: def distribute()
file: tensor2tensor/utils/contrib.py
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McCabe index: 1
number of parameters: 0

id: 3447
unit: def tf_prof()
file: tensor2tensor/utils/contrib.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3448
unit: def eager()
file: tensor2tensor/utils/contrib.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3449
unit: def image()
file: tensor2tensor/utils/contrib.py
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size: 4 LOC
McCabe index: 1
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id: 3450
unit: def _parse_fail()
file: tensor2tensor/utils/hparam.py
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size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 3451
unit: def del_hparam()
file: tensor2tensor/utils/hparam.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 3452
unit: def override_from_dict()
file: tensor2tensor/utils/hparam.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 3453
unit: def _len_lcs()
file: tensor2tensor/utils/rouge.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 3454
unit: def write_to_file()
file: tensor2tensor/utils/get_rouge.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 3455
unit: def __init__()
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 3456
unit: def has_input()
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McCabe index: 3
number of parameters: 1

id: 3457
unit: def _beam_decode()
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McCabe index: 1
number of parameters: 7

id: 3458
unit: def transformer_ada_lmpackedbase()
file: tensor2tensor/models/transformer.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3459
unit: def transformer_ada_lmpackedbase_relative()
file: tensor2tensor/models/transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3460
unit: def transformer_tall_big()
file: tensor2tensor/models/transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3461
unit: def transformer_l2()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3462
unit: def transformer_l4()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3463
unit: def transformer_l8()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
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id: 3464
unit: def transformer_l10()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3465
unit: def transformer_h1()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
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id: 3466
unit: def transformer_h4()
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McCabe index: 1
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id: 3467
unit: def transformer_h16()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3468
unit: def transformer_h32()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3469
unit: def transformer_k128()
file: tensor2tensor/models/transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3470
unit: def transformer_k256()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3471
unit: def transformer_ff1024()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3472
unit: def transformer_ff4096()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3473
unit: def transformer_dr0()
file: tensor2tensor/models/transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3474
unit: def transformer_dr2()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3475
unit: def transformer_ls0()
file: tensor2tensor/models/transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3476
unit: def transformer_ls2()
file: tensor2tensor/models/transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3477
unit: def transformer_hs256()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3478
unit: def transformer_hs1024()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3479
unit: def transformer_big_dr2()
file: tensor2tensor/models/transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3480
unit: def transformer_tpu()
file: tensor2tensor/models/transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3481
unit: def transformer_tpu_bf16_activation()
file: tensor2tensor/models/transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3482
unit: def transformer_big_tpu()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3483
unit: def transformer_tiny_tpu()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3484
unit: def transformer_small_tpu()
file: tensor2tensor/models/transformer.py
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McCabe index: 1
number of parameters: 0

id: 3485
unit: def transformer_clean_big_tpu()
file: tensor2tensor/models/transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3486
unit: def transformer_common_voice_tpu()
file: tensor2tensor/models/transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3487
unit: def _targets_vocab_size()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 3488
unit: def _inputs_vocab_size()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 3489
unit: def mtf_transformer_single()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3490
unit: def mtf_transformer_enc_single()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3491
unit: def mtf_transformer_tiny_8gpu()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3492
unit: def mtf_transformer_paper_lm_m1()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3493
unit: def mtf_transformer_paper_lm_0()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3494
unit: def mtf_transformer_paper_lm_1()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3495
unit: def mtf_transformer_paper_lm_2()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3496
unit: def mtf_transformer_paper_lm_3()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3497
unit: def mtf_transformer_paper_lm_4()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3498
unit: def mtf_transformer_paper_lm_5()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3499
unit: def mtf_transformer_paper_tr_m1()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3500
unit: def mtf_transformer_paper_tr_0()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3501
unit: def mtf_transformer_paper_tr_0_a32()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3502
unit: def mtf_transformer_paper_tr_0_nf()
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McCabe index: 1
number of parameters: 0

id: 3503
unit: def mtf_transformer_paper_tr_1()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3504
unit: def mtf_transformer_paper_tr_2()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3505
unit: def mtf_transformer_paper_tr_3()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3506
unit: def mtf_transformer_paper_tr_4()
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McCabe index: 1
number of parameters: 0

id: 3507
unit: def mtf_transformer_paper_tr_0_mesh_8()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3508
unit: def mtf_transformer_paper_tr_4_mesh_16_8()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3509
unit: def mtf_transformer_paper_tr_6_mesh_64_8()
file: tensor2tensor/models/mtf_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3510
unit: def resnet_imagenet_102()
file: tensor2tensor/models/resnet.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3511
unit: def resnet_cifar_32()
file: tensor2tensor/models/resnet.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3512
unit: def resnet_34()
file: tensor2tensor/models/resnet.py
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McCabe index: 1
number of parameters: 0

id: 3513
unit: def resnet_101()
file: tensor2tensor/models/resnet.py
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McCabe index: 1
number of parameters: 0

id: 3514
unit: def resnet_152()
file: tensor2tensor/models/resnet.py
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McCabe index: 1
number of parameters: 0

id: 3515
unit: def resnet_200()
file: tensor2tensor/models/resnet.py
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McCabe index: 1
number of parameters: 0

id: 3516
unit: def resnet_unit()
file: tensor2tensor/models/resnet.py
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McCabe index: 1
number of parameters: 0

id: 3517
unit: def wrapped_partial()
file: tensor2tensor/models/revnet.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 3518
unit: def loss()
file: tensor2tensor/models/image_transformer.py
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size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 3519
unit: def imagetransformer_base_rel()
file: tensor2tensor/models/image_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3520
unit: def imagetransformerpp_base_8l_8h_big_cond_dr03_dan_a()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3521
unit: def imagetransformerpp_base_10l_8h_big_uncond_dr03_dan_a()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3522
unit: def imagetransformerpp_base_12l_8h_big_uncond_dr03_dan_k()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3523
unit: def imagetransformerpp_base_12l_8h_big_uncond_dr03_dan_m()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3524
unit: def imagetransformerpp_base_12l_8h_big_uncond_dr03_dan_m_relsh()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3525
unit: def imagetransformerpp_base_12l_8h_big_uncond_dr03_dan_m_bs1()
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size: 4 LOC
McCabe index: 2
number of parameters: 0

id: 3526
unit: def imagetransformerpp_base_14l_8h_big_uncond_dr03_dan_p_bs1()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3527
unit: def imagetransformerpp_base_6l_8h_dr00_dan_g_bs1_adafactor()
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McCabe index: 1
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id: 3528
unit: def imagetransformer_base_10l_8h_big_cond_dr03_dan()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3529
unit: def imagetransformer_base_10l_8h_big_uncond_dr03_dan()
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McCabe index: 1
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id: 3530
unit: def imagetransformer_base_8l_8h_big_cond_dr03_dan_dilated_d()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3531
unit: def imagetransformer_base_14l_8h_big()
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McCabe index: 1
number of parameters: 0

id: 3532
unit: def imagetransformer_base_14l_8h_big_dr01()
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McCabe index: 1
number of parameters: 0

id: 3533
unit: def imagetransformer_base_12l_8h_big_uncond()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3534
unit: def imagetransformer_base_14l_8h_big_uncond()
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McCabe index: 1
number of parameters: 0

id: 3535
unit: def neural_assistant_tiny_ds()
file: tensor2tensor/models/neural_assistant.py
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McCabe index: 1
number of parameters: 0

id: 3536
unit: def __init__()
file: tensor2tensor/models/neural_architecture_search/nas_layers.py
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McCabe index: 1
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id: 3537
unit: def calculate_depthwise_channel_multiplier()
file: tensor2tensor/models/neural_architecture_search/nas_layers.py
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size: 4 LOC
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unit: def num_params()
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number of parameters: 4

id: 3539
unit: def _determine_encoder_cell_index()
file: tensor2tensor/models/neural_architecture_search/nas_layers.py
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size: 4 LOC
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number of parameters: 3

id: 3540
unit: def _beam_decode()
file: tensor2tensor/models/neural_architecture_search/nas_model.py
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number of parameters: 7

id: 3541
unit: def imagetransformer2d_base_14l_8_16_big_uncond()
file: tensor2tensor/models/image_transformer_2d.py
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id: 3542
unit: def img2img_transformer_b3_bs1()
file: tensor2tensor/models/image_transformer_2d.py
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unit: def img2img_transformer_b3_bs2()
file: tensor2tensor/models/image_transformer_2d.py
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unit: def img2img_transformer_b3_bs3()
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unit: def img2img_transformer_b3_bs4()
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unit: def img2img_transformer_b3_bs5()
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unit: def img2img_transformer_b3_bs6()
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unit: def img2img_transformer_b3_bs7()
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unit: def img2img_transformer_b3_bs8()
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unit: def img2img_transformer_b3_bs9()
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id: 3552
unit: def update_hparams_for_tpu()
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id: 3553
unit: def _import_to_batch_by_length()
file: tensor2tensor/models/mtf_transformer2.py
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number of parameters: 4

id: 3554
unit: def mtf_model_fn()
file: tensor2tensor/models/mtf_transformer2.py
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id: 3555
unit: def _targets_vocab_size()
file: tensor2tensor/models/mtf_transformer2.py
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id: 3556
unit: def _inputs_vocab_size()
file: tensor2tensor/models/mtf_transformer2.py
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number of parameters: 1

id: 3557
unit: def moe_1d_layer()
file: tensor2tensor/models/mtf_transformer2.py
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number of parameters: 2

id: 3558
unit: def mtr_lm_dense_2()
file: tensor2tensor/models/mtf_transformer2.py
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number of parameters: 0

id: 3559
unit: def mtr_lm_dense_3()
file: tensor2tensor/models/mtf_transformer2.py
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number of parameters: 0

id: 3560
unit: def mtr_lm_v1_h1_8()
file: tensor2tensor/models/mtf_transformer2.py
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number of parameters: 0

id: 3561
unit: def mtr_tr_dense_2()
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number of parameters: 0

id: 3562
unit: def mtr_tr_dense_3()
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id: 3563
unit: def mtr_tr_dense_3_88()
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number of parameters: 0

id: 3564
unit: def mtr_tr_dense_local_0_w8()
file: tensor2tensor/models/mtf_transformer2.py
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number of parameters: 0

id: 3565
unit: def mtr_tr_dense_local_0_h1_16_shared()
file: tensor2tensor/models/mtf_transformer2.py
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size: 4 LOC
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number of parameters: 0

id: 3566
unit: def mtr_tr_dense_local_0_h1_16_shared_kv()
file: tensor2tensor/models/mtf_transformer2.py
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number of parameters: 0

id: 3567
unit: def mtr_tr_dense_0_h4()
file: tensor2tensor/models/mtf_transformer2.py
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number of parameters: 0

id: 3568
unit: def mtr_tr_dense_0_h16()
file: tensor2tensor/models/mtf_transformer2.py
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size: 4 LOC
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number of parameters: 0

id: 3569
unit: def mtr_tr_dense_0_extra_logit()
file: tensor2tensor/models/mtf_transformer2.py
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size: 4 LOC
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number of parameters: 0

id: 3570
unit: def mtr_tr_dense_0_h1_8()
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number of parameters: 0

id: 3571
unit: def mtr_tr_dense_0_h1_1()
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number of parameters: 0

id: 3572
unit: def mtr_tr_dense_0_shared_kv()
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number of parameters: 0

id: 3573
unit: def embed_target_space()
file: tensor2tensor/models/slicenet.py
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number of parameters: 2

id: 3574
unit: def max_length_dim()
file: tensor2tensor/models/mtf_image_transformer.py
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number of parameters: 1

id: 3575
unit: def length_dim()
file: tensor2tensor/models/mtf_image_transformer.py
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size: 4 LOC
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number of parameters: 1

id: 3576
unit: def _pointer_feedback()
file: tensor2tensor/models/research/transformer_seq2edits.py
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number of parameters: 3

id: 3577
unit: def unbottleneck()
file: tensor2tensor/models/research/autoencoders.py
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id: 3578
unit: def autoencoder_ordered_discrete_patched()
file: tensor2tensor/models/research/autoencoders.py
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number of parameters: 0

id: 3579
unit: def autoencoder_ordered_discrete_single()
file: tensor2tensor/models/research/autoencoders.py
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number of parameters: 0

id: 3580
unit: def autoencoder_ordered_discrete_hs256()
file: tensor2tensor/models/research/autoencoders.py
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number of parameters: 0

id: 3581
unit: def autoencoder_stacked()
file: tensor2tensor/models/research/autoencoders.py
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id: 3582
unit: def _mixed_precision_is_enabled()
file: tensor2tensor/models/research/transformer_vae_flow_prior_ops.py
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number of parameters: 1

id: 3583
unit: def save_summary()
file: tensor2tensor/models/research/transformer_vae_flow_prior_ops.py
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size: 4 LOC
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number of parameters: 2

id: 3584
unit: def afx_mimic_adam()
file: tensor2tensor/models/research/adafactor_experiments.py
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number of parameters: 0

id: 3585
unit: def afx_base()
file: tensor2tensor/models/research/adafactor_experiments.py
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id: 3586
unit: def afx_factored()
file: tensor2tensor/models/research/adafactor_experiments.py
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number of parameters: 0

id: 3587
unit: def afx_fast()
file: tensor2tensor/models/research/adafactor_experiments.py
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number of parameters: 0

id: 3588
unit: def afx_clip()
file: tensor2tensor/models/research/adafactor_experiments.py
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id: 3589
unit: def afx_clip2()
file: tensor2tensor/models/research/adafactor_experiments.py
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number of parameters: 0

id: 3590
unit: def afx_clip_factored()
file: tensor2tensor/models/research/adafactor_experiments.py
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number of parameters: 0

id: 3591
unit: def afx_pow08()
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id: 3592
unit: def afx_pow10()
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id: 3593
unit: def afx_pow08_clip()
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id: 3594
unit: def afx_small_p16()
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id: 3595
unit: def afx_small_p12()
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id: 3596
unit: def afx_small_p11()
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id: 3597
unit: def afx_small_p10()
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id: 3598
unit: def afx_small_p8()
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id: 3599
unit: def xmoe_tr_dense_32k()
file: tensor2tensor/models/research/moe_experiments.py
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number of parameters: 0

id: 3600
unit: def xmoe_dense_8k()
file: tensor2tensor/models/research/moe_experiments.py
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size: 4 LOC
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number of parameters: 0

id: 3601
unit: def xmoe_top_2_c15()
file: tensor2tensor/models/research/moe_experiments.py
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number of parameters: 0

id: 3602
unit: def xmoe_2d_c15()
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number of parameters: 0

id: 3603
unit: def xmoe2_v1_l4k_compressed_c8()
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id: 3604
unit: def wiki_2x2_local()
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id: 3605
unit: def denoise_v1_m30()
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id: 3606
unit: def denoise_v1_m50()
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id: 3607
unit: def denoise_v1_z15()
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id: 3608
unit: def wmt_diag_small_trueadam()
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id: 3609
unit: def wmt_diag_base_1e4()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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number of parameters: 0

id: 3610
unit: def iwslt_diag_1e5()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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number of parameters: 0

id: 3611
unit: def iwslt_diag_1e4()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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id: 3612
unit: def wmt_affine_base_trueadam_small()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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number of parameters: 0

id: 3613
unit: def wmt_affine_1e4()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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number of parameters: 0

id: 3614
unit: def wmt_affine_large_1e4()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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number of parameters: 0

id: 3615
unit: def iwslt_affine_small()
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number of parameters: 0

id: 3616
unit: def iwslt_affine_small_1e4_trueadam()
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number of parameters: 0

id: 3617
unit: def iwslt_affine_small_1e4()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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number of parameters: 0

id: 3618
unit: def iwslt_affine_tpu_glow_glow_np_1e4_trueadam()
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id: 3619
unit: def __init__()
file: tensor2tensor/models/research/glow_ops.py
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id: 3620
unit: def assign()
file: tensor2tensor/models/research/glow_ops.py
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McCabe index: 1
number of parameters: 2

id: 3621
unit: def get_dropout()
file: tensor2tensor/models/research/glow_ops.py
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McCabe index: 3
number of parameters: 3

id: 3622
unit: def split_on_batch()
file: tensor2tensor/models/research/cycle_gan.py
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number of parameters: 1

id: 3623
unit: def body()
file: tensor2tensor/models/research/cycle_gan.py
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McCabe index: 1
number of parameters: 2

id: 3624
unit: def transformer_ae_base_ablation_1()
file: tensor2tensor/models/research/transformer_vae.py
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number of parameters: 0

id: 3625
unit: def transformer_ae_base_ablation_2()
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number of parameters: 0

id: 3626
unit: def transformer_ae_base_ablation_5()
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number of parameters: 0

id: 3627
unit: def transformer_base_bs1()
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number of parameters: 0

id: 3628
unit: def transformer_base_bs2()
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number of parameters: 0

id: 3629
unit: def transformer_base_bs3()
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number of parameters: 0

id: 3630
unit: def transformer_base_bs4()
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number of parameters: 0

id: 3631
unit: def transformer_base_bs5()
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number of parameters: 0

id: 3632
unit: def transformer_base_bs6()
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number of parameters: 0

id: 3633
unit: def transformer_base_bs7()
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number of parameters: 0

id: 3634
unit: def transformer_base_bs8()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3635
unit: def transformer_base_bs9()
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McCabe index: 1
number of parameters: 0

id: 3636
unit: def transformer_base_bs10()
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McCabe index: 1
number of parameters: 0

id: 3637
unit: def transformer_big_bs1()
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McCabe index: 1
number of parameters: 0

id: 3638
unit: def transformer_tiny_bs1()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3639
unit: def transformer_tiny_bs2()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3640
unit: def transformer_tiny_bs3()
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3641
unit: def _greedy_infer()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 3642
unit: def _beam_decode()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
McCabe index: 2
number of parameters: 7

id: 3643
unit: def universal_transformer_small()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3644
unit: def universal_transformer_tall()
file: tensor2tensor/models/research/universal_transformer.py
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McCabe index: 1
number of parameters: 0

id: 3645
unit: def adaptive_universal_transformer_base()
file: tensor2tensor/models/research/universal_transformer.py
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McCabe index: 1
number of parameters: 0

id: 3646
unit: def adaptive_universal_transformer_small()
file: tensor2tensor/models/research/universal_transformer.py
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McCabe index: 1
number of parameters: 0

id: 3647
unit: def adaptive_universal_transformer_tiny()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3648
unit: def universal_transformer_skip_base()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3649
unit: def universal_transformer_highway_base()
file: tensor2tensor/models/research/universal_transformer.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3650
unit: def universal_transformer_dwa_base()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3651
unit: def universal_transformer_position_random_timing_tiny()
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McCabe index: 1
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id: 3652
unit: def universal_transformer_position_step_timing_tiny()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
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id: 3653
unit: def universal_transformer_step_sinusoid_timing_tiny()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3654
unit: def universal_transformer_mix_before_ut_base()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
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id: 3655
unit: def universal_transformer_mix_after_ut_base()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
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id: 3656
unit: def universal_transformer_sepconv_big()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
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id: 3657
unit: def universal_transformer_sepconv_base()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
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id: 3658
unit: def universal_transformer_sepconv_tiny()
file: tensor2tensor/models/research/universal_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3659
unit: def attention_lm_translation_full_attention()
file: tensor2tensor/models/research/attention_lm.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3660
unit: def lmx_relative_nopos()
file: tensor2tensor/models/research/lm_experiments.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3661
unit: def lmx_moe()
file: tensor2tensor/models/research/lm_experiments.py
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size: 4 LOC
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number of parameters: 0

id: 3662
unit: def initialize_write_strengths()
file: tensor2tensor/models/research/neural_stack.py
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number of parameters: 2

id: 3663
unit: def cell()
file: tensor2tensor/models/research/neural_stack.py
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id: 3664
unit: def cell()
file: tensor2tensor/models/research/neural_stack.py
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id: 3665
unit: def cell()
file: tensor2tensor/models/research/neural_stack.py
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number of parameters: 2

id: 3666
unit: def super_lm_low_mix()
file: tensor2tensor/models/research/super_lm.py
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size: 4 LOC
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id: 3667
unit: def super_lm_high_mix()
file: tensor2tensor/models/research/super_lm.py
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size: 4 LOC
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number of parameters: 0

id: 3668
unit: def super_lm_b8k()
file: tensor2tensor/models/research/super_lm.py
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size: 4 LOC
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number of parameters: 0

id: 3669
unit: def super_lm_tpu()
file: tensor2tensor/models/research/super_lm.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3670
unit: def super_lm_big_tpu()
file: tensor2tensor/models/research/super_lm.py
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size: 4 LOC
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number of parameters: 0

id: 3671
unit: def vqa_self_attention_feature()
file: tensor2tensor/models/research/vqa_self_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3672
unit: def vqa_self_attention_feature_batch1024()
file: tensor2tensor/models/research/vqa_self_attention.py
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size: 4 LOC
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id: 3673
unit: def vqa_self_attention_feature_batch1024_hidden6()
file: tensor2tensor/models/research/vqa_self_attention.py
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size: 4 LOC
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id: 3674
unit: def vqa_self_attention_feature_batch1024_drop03()
file: tensor2tensor/models/research/vqa_self_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3675
unit: def vqa_self_attention_feature_lr5()
file: tensor2tensor/models/research/vqa_self_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3676
unit: def aligned_memory_efficient()
file: tensor2tensor/models/research/aligned.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3677
unit: def aligned_local_expert()
file: tensor2tensor/models/research/aligned.py
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size: 4 LOC
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id: 3678
unit: def aligned_grouped()
file: tensor2tensor/models/research/aligned.py
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size: 4 LOC
McCabe index: 1
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id: 3679
unit: def aligned_local()
file: tensor2tensor/models/research/aligned.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3680
unit: def aligned_local_1k()
file: tensor2tensor/models/research/aligned.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3681
unit: def aligned_pseudolocal()
file: tensor2tensor/models/research/aligned.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3682
unit: def aligned_pseudolocal_256()
file: tensor2tensor/models/research/aligned.py
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size: 4 LOC
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number of parameters: 0

id: 3683
unit: def aligned_no_timing()
file: tensor2tensor/models/research/aligned.py
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number of parameters: 0

id: 3684
unit: def aligned_no_att()
file: tensor2tensor/models/research/aligned.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3685
unit: def aligned_pos_emb()
file: tensor2tensor/models/research/aligned.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3686
unit: def aligned_moe()
file: tensor2tensor/models/research/aligned.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3687
unit: def aligned_lsh()
file: tensor2tensor/models/research/aligned.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3688
unit: def aligned_8k()
file: tensor2tensor/models/research/aligned.py
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size: 4 LOC
McCabe index: 1
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id: 3689
unit: def body()
file: tensor2tensor/models/research/shuffle_network.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 3690
unit: def vqa_recurrent_self_attention_big_l4()
file: tensor2tensor/models/research/vqa_recurrent_self_attention.py
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size: 4 LOC
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id: 3691
unit: def vqa_recurrent_self_attention_highway()
file: tensor2tensor/models/research/vqa_recurrent_self_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3692
unit: def vqa_recurrent_self_attention_gru()
file: tensor2tensor/models/research/vqa_recurrent_self_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3693
unit: def vqa_recurrent_self_attention_l8()
file: tensor2tensor/models/research/vqa_recurrent_self_attention.py
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size: 4 LOC
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id: 3694
unit: def vqa_recurrent_self_attention_mix_before_ut()
file: tensor2tensor/models/research/vqa_recurrent_self_attention.py
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size: 4 LOC
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id: 3695
unit: def vqa_recurrent_self_attention_l4()
file: tensor2tensor/models/research/vqa_recurrent_self_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3696
unit: def vqa_recurrent_self_attention_ls2()
file: tensor2tensor/models/research/vqa_recurrent_self_attention.py
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id: 3697
unit: def vqa_recurrent_self_attention_drop1()
file: tensor2tensor/models/research/vqa_recurrent_self_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3698
unit: def vqa_attention_feature_base()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
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id: 3699
unit: def vqa_attention_feature_lstmlayernorm()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3700
unit: def vqa_attention_feature_batch512()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3701
unit: def vqa_attention_feature_hidden1024()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3702
unit: def vqa_attention_feature_imagefeat512()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3703
unit: def vqa_attention_feature_imagefeat1024()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
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id: 3704
unit: def vqa_attention_feature_batch1024_lstmlayernorm()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3705
unit: def vqa_attention_numglimps1()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3706
unit: def vqa_attention_feature_numglimps1()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3707
unit: def vqa_attention_feature_batch1024_numglimps1()
file: tensor2tensor/models/research/vqa_attention.py
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number of parameters: 0

id: 3708
unit: def vqa_attention_feature_batch1024()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3709
unit: def vqa_attention_feature_batch1024_dnz_l2()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3710
unit: def vqa_attention_feature_dnz_noscaledp()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3711
unit: def vqa_attention_feature_dnz_l2()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
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number of parameters: 0

id: 3712
unit: def vqa_attention_feature_batch1024_dnz_noscaledp()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3713
unit: def vqa_attention_feature_batch1024_drop01()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3714
unit: def vqa_attention_feature_nonormalization()
file: tensor2tensor/models/research/vqa_attention.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3715
unit: def infer()
file: tensor2tensor/models/research/similarity_transformer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 3716
unit: def body()
file: tensor2tensor/models/research/residual_shuffle_exchange.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 3717
unit: def ppo_discrete_action_base()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3718
unit: def discrete_random_action_base()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3719
unit: def ppo_dist_params()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3720
unit: def ppo_original_params_gamma95()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3721
unit: def ppo_original_params_gamma90()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3722
unit: def make_simulated_env_fn_from_hparams()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 3723
unit: def dqn_original_params()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3724
unit: def dqn_guess1_params_eval()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3725
unit: def dqn_guess1_rainbow_params()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3726
unit: def dqn_2m_replay_buffer_params()
file: tensor2tensor/models/research/rl.py
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McCabe index: 1
number of parameters: 0

id: 3727
unit: def dqn_10m_replay_buffer_params()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3728
unit: def rlmf_dist_threshold()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3729
unit: def rlmf_eval_dist_threshold()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3730
unit: def __init__()
file: tensor2tensor/models/research/rl.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 3731
unit: def get_batch_coordinate()
file: tensor2tensor/models/research/attention_lm_moe.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 3732
unit: def attention_lm_moe_base_local()
file: tensor2tensor/models/research/attention_lm_moe.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3733
unit: def attention_lm_16k()
file: tensor2tensor/models/research/attention_lm_moe.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3734
unit: def attention_lm_12k()
file: tensor2tensor/models/research/attention_lm_moe.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3735
unit: def attention_lm_11k()
file: tensor2tensor/models/research/attention_lm_moe.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3736
unit: def attention_lm_moe_tiny()
file: tensor2tensor/models/research/attention_lm_moe.py
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McCabe index: 1
number of parameters: 0

id: 3737
unit: def attention_lm_no_moe_small()
file: tensor2tensor/models/research/attention_lm_moe.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3738
unit: def attention_lm_moe_large_diet()
file: tensor2tensor/models/research/attention_lm_moe.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3739
unit: def transformer_symshard_sh4()
file: tensor2tensor/models/research/transformer_symshard.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3740
unit: def transformer_symshard_lm_0()
file: tensor2tensor/models/research/transformer_symshard.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3741
unit: def mqp_ende_local()
file: tensor2tensor/models/research/multiquery_paper.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3742
unit: def mqp_ende_mq8_ff5440()
file: tensor2tensor/models/research/multiquery_paper.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3743
unit: def mqp_ende_mq8_ff5440_local()
file: tensor2tensor/models/research/multiquery_paper.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3744
unit: def mqp_lm1b_mq8_ff9088()
file: tensor2tensor/models/research/multiquery_paper.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3745
unit: def temperature()
file: tensor2tensor/models/research/glow.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 3746
unit: def top_prior()
file: tensor2tensor/models/research/glow.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 3747
unit: def video_features()
file: tensor2tensor/models/video/sv2p.py
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size: 4 LOC
McCabe index: 1
number of parameters: 5

id: 3748
unit: def reset_internal_states_ops()
file: tensor2tensor/models/video/sv2p.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 3749
unit: def save_internal_states_ops()
file: tensor2tensor/models/video/sv2p.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 3750
unit: def next_frame_tpu()
file: tensor2tensor/models/video/basic_deterministic_params.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3751
unit: def next_frame_small()
file: tensor2tensor/models/video/basic_deterministic_params.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3752
unit: def next_frame()
file: tensor2tensor/models/video/base.py
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size: 4 LOC
McCabe index: 1
number of parameters: 7

id: 3753
unit: def video_features()
file: tensor2tensor/models/video/base.py
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size: 4 LOC
McCabe index: 1
number of parameters: 5

id: 3754
unit: def video_extra_loss()
file: tensor2tensor/models/video/base.py
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size: 4 LOC
McCabe index: 1
number of parameters: 5

id: 3755
unit: def init_preprocess_single()
file: tensor2tensor/models/video/next_frame_glow.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 3756
unit: def uncond_top_dist()
file: tensor2tensor/models/video/next_frame_glow.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 3757
unit: def next_frame_sv2p_atari_deterministic()
file: tensor2tensor/models/video/sv2p_params.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3758
unit: def next_frame_sv2p_atari_softmax_deterministic()
file: tensor2tensor/models/video/sv2p_params.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3759
unit: def next_frame_sv2p_tiny_external()
file: tensor2tensor/models/video/sv2p_params.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3760
unit: def mean_squared_error()
file: tensor2tensor/models/video/epva.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 3761
unit: def _dropout_lstm_cell()
file: tensor2tensor/models/lstm.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 3762
unit: def lstm_bahdanau_attention()
file: tensor2tensor/models/lstm.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3763
unit: def lstm_luong_attention()
file: tensor2tensor/models/lstm.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3764
unit: def lstm_bahdanau_attention_multi()
file: tensor2tensor/models/lstm.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3765
unit: def lstm_luong_attention_multi()
file: tensor2tensor/models/lstm.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3766
unit: def lstm_area_attention_enfr()
file: tensor2tensor/models/lstm.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3767
unit: def lstm_area_attention_char()
file: tensor2tensor/models/lstm.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 3768
unit: def lstm_area_attention_char_enfr()
file: tensor2tensor/models/lstm.py
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size: 4 LOC
McCabe index: 1
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id: 3769
unit: def decode()
file: tensor2tensor/visualization/visualization.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3770
unit: def encode_list()
file: tensor2tensor/visualization/visualization.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3771
unit: def decode_list()
file: tensor2tensor/visualization/visualization.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3772
unit: def seed()
file: tensor2tensor/envs/tic_tac_toe_env.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3773
unit: def __init__()
file: tensor2tensor/envs/tic_tac_toe_env.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3774
unit: def register()
file: tensor2tensor/envs/tic_tac_toe_env.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 3775
unit: def assert_common_preconditions()
file: tensor2tensor/envs/gym_env_problem.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3776
unit: def trajectories()
file: tensor2tensor/envs/env_problem.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3777
unit: def is_reward_range_finite()
file: tensor2tensor/envs/env_problem.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 3778
unit: def last_time_step()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3779
unit: def as_numpy()
file: tensor2tensor/envs/trajectory.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3780
unit: def num_time_steps()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3781
unit: def discrete_space_spec()
file: tensor2tensor/envs/gym_spaces_utils.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3782
unit: def __init__()
file: tensor2tensor/envs/rendered_env_problem.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3783
unit: def is_xla_compiled()
file: tensor2tensor/layers/common_layers.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 3784
unit: def hard_tanh()
file: tensor2tensor/layers/common_layers.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3785
unit: def conv_block()
file: tensor2tensor/layers/common_layers.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3786
unit: def conv1d_block()
file: tensor2tensor/layers/common_layers.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3787
unit: def __init__()
file: tensor2tensor/layers/common_layers.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3788
unit: def upscale()
file: tensor2tensor/layers/common_layers.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3789
unit: def compute_output_shape()
file: tensor2tensor/layers/common_layers.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3790
unit: def set_categorical()
file: tensor2tensor/layers/common_hparams.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3791
unit: def set_discrete()
file: tensor2tensor/layers/common_hparams.py
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size: 3 LOC
McCabe index: 1
number of parameters: 5

id: 3792
unit: def set_float()
file: tensor2tensor/layers/common_hparams.py
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size: 3 LOC
McCabe index: 1
number of parameters: 6

id: 3793
unit: def set_int()
file: tensor2tensor/layers/common_hparams.py
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size: 3 LOC
McCabe index: 1
number of parameters: 6

id: 3794
unit: def swap_time_and_batch_axes()
file: tensor2tensor/layers/common_video.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3795
unit: def finish()
file: tensor2tensor/layers/common_video.py
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size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 3796
unit: def save_to_disk()
file: tensor2tensor/layers/common_video.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3797
unit: def __init__()
file: tensor2tensor/layers/common_video.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3798
unit: def _idx_to_bits()
file: tensor2tensor/layers/common_attention.py
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size: 3 LOC
McCabe index: 3
number of parameters: 2

id: 3799
unit: def embedding_to_padding()
file: tensor2tensor/layers/common_attention.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3800
unit: def padding_to_length()
file: tensor2tensor/layers/common_attention.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3801
unit: def attention_bias_ignore_padding()
file: tensor2tensor/layers/common_attention.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3802
unit: def attention_bias_to_padding()
file: tensor2tensor/layers/common_attention.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 3803
unit: def prepare_image()
file: tensor2tensor/layers/common_image_attention.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3804
unit: def identity_bottom()
file: tensor2tensor/layers/modalities.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3805
unit: def image_channel_compress_bottom()
file: tensor2tensor/layers/modalities.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3806
unit: def image_channel_compress_targets_bottom()
file: tensor2tensor/layers/modalities.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3807
unit: def symbol_one_hot_bottom()
file: tensor2tensor/layers/modalities.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3808
unit: def video_l1_internal_loss()
file: tensor2tensor/layers/modalities.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3809
unit: def is_pointwise()
file: tensor2tensor/layers/modalities.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3810
unit: def identity_top()
file: tensor2tensor/layers/modalities.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3811
unit: def symbol_one_hot_top()
file: tensor2tensor/layers/modalities.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3812
unit: def reduce_mean_over_l_sum_over_c()
file: tensor2tensor/layers/transformer_glow_layers_ops.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3813
unit: def reduce_mean_over_bl_sum_over_c()
file: tensor2tensor/layers/transformer_glow_layers_ops.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3814
unit: def gumbel_sample()
file: tensor2tensor/layers/discretization.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3815
unit: def tanh_discrete_unbottleneck()
file: tensor2tensor/layers/discretization.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3816
unit: def pre_attention()
file: tensor2tensor/layers/transformer_memory.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 5

id: 3817
unit: def post_attention()
file: tensor2tensor/layers/transformer_memory.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3818
unit: def make_tfrecord_writer()
file: tensor2tensor/data_generators/wikisum/get_references_web_single_group.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3819
unit: def generate_data()
file: tensor2tensor/data_generators/wikisum/wikisum.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3820
unit: def generate_data()
file: tensor2tensor/data_generators/wikisum/wikisum.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3821
unit: def apply_async()
file: tensor2tensor/data_generators/wikisum/utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 3822
unit: def class_labels()
file: tensor2tensor/data_generators/quora_qpairs.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3823
unit: def __init__()
file: tensor2tensor/data_generators/multi_problem.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3824
unit: def filepattern()
file: tensor2tensor/data_generators/multi_problem.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 4

id: 3825
unit: def class_labels()
file: tensor2tensor/data_generators/qnli.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3826
unit: def source_data_files()
file: tensor2tensor/data_generators/translate_enmk.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3827
unit: def source_data_files()
file: tensor2tensor/data_generators/translate_enmk.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3828
unit: def class_labels()
file: tensor2tensor/data_generators/subject_verb_agreement.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3829
unit: def source_data_files()
file: tensor2tensor/data_generators/translate_envi.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3830
unit: def source_data_files()
file: tensor2tensor/data_generators/translate_entn.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3831
unit: def resize_video_frames()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3832
unit: def generate_data()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3833
unit: def _flip()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3834
unit: def _extract_filename_from_url()
file: tensor2tensor/data_generators/program_search.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3835
unit: def __init__()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3836
unit: def num_rewards()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3837
unit: def close()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 3838
unit: def source_data_files()
file: tensor2tensor/data_generators/translate_enro.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3839
unit: explicit PackSequences2Op()
file: tensor2tensor/data_generators/ops/pack_sequences_ops.cc
start line: 50
end line: 52
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3840
unit: def max_length()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 2

id: 3841
unit: def eval_hooks()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3842
unit: def source_data_files()
file: tensor2tensor/data_generators/translate_encs.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3843
unit: def class_labels()
file: tensor2tensor/data_generators/mrpc.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3844
unit: def pointer_top()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3845
unit: def pointer_bottom()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3846
unit: def hparams()
file: tensor2tensor/data_generators/seq2edits.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3847
unit: def hparams()
file: tensor2tensor/data_generators/seq2edits.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3848
unit: def hparams()
file: tensor2tensor/data_generators/seq2edits.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3849
unit: def hparams()
file: tensor2tensor/data_generators/seq2edits.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3850
unit: def hparams()
file: tensor2tensor/data_generators/seq2edits.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3851
unit: def close_n_files()
file: tensor2tensor/data_generators/dialog_abstract.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3852
unit: def vocab_filename()
file: tensor2tensor/data_generators/wiki_revision_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3853
unit: def class_labels()
file: tensor2tensor/data_generators/rte.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3854
unit: def class_labels()
file: tensor2tensor/data_generators/wnli.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3855
unit: def generate_data()
file: tensor2tensor/data_generators/multi_problem_v2.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 3856
unit: def normalize_example()
file: tensor2tensor/data_generators/multi_problem_v2.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3857
unit: def example_rates_to_pmf()
file: tensor2tensor/data_generators/multi_problem_v2.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 3858
unit: def source_data_files()
file: tensor2tensor/data_generators/vqa.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3859
unit: def generator()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3860
unit: def generate_text_for_vocab()
file: tensor2tensor/data_generators/translate.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 3861
unit: def generate_samples()
file: tensor2tensor/data_generators/translate.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3862
unit: def vocab_target_filename()
file: tensor2tensor/data_generators/desc2code.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3863
unit: def class_labels()
file: tensor2tensor/data_generators/yelp_polarity.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3864
unit: def encode()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3865
unit: def decode_list()
file: tensor2tensor/data_generators/text_encoder.py
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end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 2

id: 3866
unit: def encode()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3867
unit: def _init_alphabet_from_tokens()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 2

id: 3868
unit: def decode()
file: tensor2tensor/data_generators/text_encoder.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 3869
unit: def source_data_files()
file: tensor2tensor/data_generators/translate_enet.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3870
unit: def source_data_files()
file: tensor2tensor/data_generators/translate_enet.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3871
unit: def class_labels()
file: tensor2tensor/data_generators/stanford_nli.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3872
unit: def class_labels()
file: tensor2tensor/data_generators/sst_binary.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3873
unit: def max_length()
file: tensor2tensor/data_generators/text_problems.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3874
unit: def class_labels()
file: tensor2tensor/data_generators/text_problems.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3875
unit: def text2self_txt_iterator()
file: tensor2tensor/data_generators/text_problems.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 3876
unit: def _tmp_dir_override()
file: tensor2tensor/data_generators/text_problems.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 3877
unit: def source_data_files()
file: tensor2tensor/data_generators/translate_enid.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3878
unit: def resize_by_area()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3879
unit: def class_labels()
file: tensor2tensor/data_generators/scitail.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3880
unit: def PIL_Image()
file: tensor2tensor/data_generators/google_robot_pushing.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 3881
unit: def get_urls()
file: tensor2tensor/data_generators/google_robot_pushing.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 3882
unit: def get_labels_encoder()
file: tensor2tensor/data_generators/babi_qa.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3883
unit: def class_labels()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3884
unit: def PIL_Image()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 3885
unit: def _replace_oov()
file: tensor2tensor/data_generators/lm1b.py
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end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 2

id: 3886
unit: def class_labels()
file: tensor2tensor/data_generators/cola.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3887
unit: def PIL_Image()
file: tensor2tensor/data_generators/bair_robot_pushing.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 3888
unit: def class_labels()
file: tensor2tensor/data_generators/imdb.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 3889
unit: def zipf_random_sample()
file: tensor2tensor/data_generators/algorithmic.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 3890
unit: def generator()
file: tensor2tensor/data_generators/algorithmic.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3891
unit: def generator()
file: tensor2tensor/data_generators/algorithmic.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 3892
unit: def eval_metrics()
file: tensor2tensor/data_generators/algorithmic.py
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id: 3895
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id: 3899
unit: def source_data_files()
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id: 3900
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id: 3912
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id: 3914
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unit: def get_artificial_done_stack()
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unit: def PIL_Image()
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unit: def PIL_ImageDraw()
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unit: def step()
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unit: def close()
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unit: def collect_frames_for_random_starts()
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unit: def make_agent_from_hparams()
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unit: def make_eval_fn_with_agent()
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unit: def rlmb_variance()
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unit: def rlmb_all_games()
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unit: def rlmb_whitelisted_games()
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unit: def rlmb_curious_games10()
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unit: def rlmb_curious_games5()
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unit: def rlmb_debug_games()
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unit: def rlmf_proportional_epoch_length()
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unit: def confirm()
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id: 4016
unit: def _reuse_fail()
file: tensor2tensor/utils/hparam.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 4017
unit: def parse_json()
file: tensor2tensor/utils/hparam.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 4018
unit: def camelcase_to_snakecase()
file: tensor2tensor/utils/misc_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4019
unit: def _create_stub()
file: tensor2tensor/serving/serving_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4020
unit: def transformer_base()
file: tensor2tensor/models/transformer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 4021
unit: def transformer_tiny_tpu_range()
file: tensor2tensor/models/transformer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4022
unit: def inputs_vocab_dim()
file: tensor2tensor/models/mtf_transformer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4023
unit: def sample()
file: tensor2tensor/models/mtf_transformer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 4024
unit: def resnet_50()
file: tensor2tensor/models/resnet.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 4025
unit: def imagetransformer_base()
file: tensor2tensor/models/image_transformer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 4026
unit: def _greedy_infer()
file: tensor2tensor/models/neural_assistant.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 4027
unit: def num_params()
file: tensor2tensor/models/neural_architecture_search/nas_layers.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 4028
unit: def __init__()
file: tensor2tensor/models/neural_architecture_search/nas_layers.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 4029
unit: def __init__()
file: tensor2tensor/models/neural_architecture_search/nas_layers.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 4030
unit: def register_encoder_decoder_layer()
file: tensor2tensor/models/neural_architecture_search/nas_layers.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 4031
unit: def _greedy_infer()
file: tensor2tensor/models/image_transformer_2d.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 4032
unit: def length_dim()
file: tensor2tensor/models/mtf_transformer2.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 4033
unit: def mtr_tr_enfr_v0()
file: tensor2tensor/models/mtf_transformer2.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 0

id: 4034
unit: def embedding_to_padding()
file: tensor2tensor/models/slicenet.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4035
unit: def inputs_vocab_dim()
file: tensor2tensor/models/mtf_image_transformer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4036
unit: def cols_dim()
file: tensor2tensor/models/mtf_image_transformer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4037
unit: def maybe_flatten4d3d()
file: tensor2tensor/models/research/transformer_seq2edits.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 4038
unit: def unbottleneck()
file: tensor2tensor/models/research/autoencoders.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 4039
unit: def autoencoder_discrete_pong_range()
file: tensor2tensor/models/research/autoencoders.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4040
unit: def sequence_mask()
file: tensor2tensor/models/research/transformer_vae_flow_prior_ops.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 4041
unit: def get_padding()
file: tensor2tensor/models/research/transformer_vae_flow_prior_ops.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 4042
unit: def embedding_to_non_padding()
file: tensor2tensor/models/research/transformer_vae_flow_prior_ops.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 4043
unit: def generator()
file: tensor2tensor/models/research/cycle_gan.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 4044
unit: def _greedy_infer()
file: tensor2tensor/models/research/transformer_parallel.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 4045
unit: def build()
file: tensor2tensor/models/research/neural_stack.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 4046
unit: def basic_policy_parameters()
file: tensor2tensor/models/research/rl.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 4047
unit: def rlmf_5runs_atari()
file: tensor2tensor/models/research/rl.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4048
unit: def train_hooks()
file: tensor2tensor/models/research/glow.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4049
unit: def train_hooks()
file: tensor2tensor/models/video/savp.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4050
unit: def tinyify()
file: tensor2tensor/models/video/sv2p.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 4051
unit: def load_internal_states_ops()
file: tensor2tensor/models/video/sv2p.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 4052
unit: def next_frame_doubling_range()
file: tensor2tensor/models/video/basic_deterministic_params.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4053
unit: def next_frame_clipgrad_range()
file: tensor2tensor/models/video/basic_deterministic_params.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4054
unit: def __init__()
file: tensor2tensor/models/video/base.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 4055
unit: def fill_infer_targets()
file: tensor2tensor/models/video/nfg_test_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 4056
unit: def inject_latent()
file: tensor2tensor/models/video/basic_deterministic.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 5

id: 4057
unit: def update_internal_states_early()
file: tensor2tensor/models/video/basic_deterministic.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 4058
unit: def cond_top_dist()
file: tensor2tensor/models/video/next_frame_glow.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 4059
unit: def body()
file: tensor2tensor/models/bytenet.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 4060
unit: def done_indices()
file: tensor2tensor/envs/env_problem_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4061
unit: def encode_pos()
file: tensor2tensor/envs/tic_tac_toe_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4062
unit: def decode_pos()
file: tensor2tensor/envs/tic_tac_toe_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4063
unit: def num_actions()
file: tensor2tensor/envs/tic_tac_toe_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4064
unit: def base_env_name()
file: tensor2tensor/envs/gym_env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4065
unit: def observation_space()
file: tensor2tensor/envs/gym_env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4066
unit: def action_space()
file: tensor2tensor/envs/gym_env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4067
unit: def reward_range()
file: tensor2tensor/envs/gym_env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4068
unit: def batch_size()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4069
unit: def trajectories()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4070
unit: def initialize_environments()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4071
unit: def assert_common_preconditions()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4072
unit: def observation_space()
file: tensor2tensor/envs/env_problem.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4073
unit: def observation_spec()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4074
unit: def process_observations()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4075
unit: def action_space()
file: tensor2tensor/envs/env_problem.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4076
unit: def action_spec()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4077
unit: def action_modality()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4078
unit: def num_actions()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4079
unit: def reward_range()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4080
unit: def discrete_rewards()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4081
unit: def is_processed_rewards_discrete()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4082
unit: def input_modality()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4083
unit: def reward_modality()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4084
unit: def input_vocab_size()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4085
unit: def target_modality()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4086
unit: def target_vocab_size()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4087
unit: def unwrapped()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4088
unit: def seed()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4089
unit: def close()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4090
unit: def _reset()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4091
unit: def _render()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4092
unit: def _step()
file: tensor2tensor/envs/env_problem.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4093
unit: def agent_id()
file: tensor2tensor/envs/env_problem.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4094
unit: def dataset_filename()
file: tensor2tensor/envs/env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4095
unit: def input_modality()
file: tensor2tensor/envs/tic_tac_toe_env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4096
unit: def input_vocab_size()
file: tensor2tensor/envs/tic_tac_toe_env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 4097
unit: def target_modality()
file: tensor2tensor/envs/tic_tac_toe_env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4098
unit: def target_vocab_size()
file: tensor2tensor/envs/tic_tac_toe_env_problem.py
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end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 4099
unit: def action_modality()
file: tensor2tensor/envs/tic_tac_toe_env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4100
unit: def input_modality()
file: tensor2tensor/envs/mujoco_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4101
unit: def target_modality()
file: tensor2tensor/envs/mujoco_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4102
unit: def action_modality()
file: tensor2tensor/envs/mujoco_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4103
unit: def reward_modality()
file: tensor2tensor/envs/mujoco_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4104
unit: def input_vocab_size()
file: tensor2tensor/envs/mujoco_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4105
unit: def target_vocab_size()
file: tensor2tensor/envs/mujoco_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4106
unit: def replace()
file: tensor2tensor/envs/time_step.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4107
unit: def num_time_steps()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4108
unit: def is_active()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4109
unit: def time_steps()
file: tensor2tensor/envs/trajectory.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4110
unit: def done()
file: tensor2tensor/envs/trajectory.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4111
unit: def observations_np()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4112
unit: def actions_np()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4113
unit: def rewards_np()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4114
unit: def raw_rewards_np()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4115
unit: def reset_batch_trajectories()
file: tensor2tensor/envs/trajectory.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4116
unit: def trajectories()
file: tensor2tensor/envs/trajectory.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4117
unit: def completed_trajectories()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4118
unit: def _trajectory_lengths()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4119
unit: def num_completed_time_steps()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4120
unit: def trajectory_lengths()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4121
unit: def num_completed_trajectories()
file: tensor2tensor/envs/trajectory.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4122
unit: def box_space_spec()
file: tensor2tensor/envs/gym_spaces_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4123
unit: def num_channels()
file: tensor2tensor/envs/rendered_env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4124
unit: def frame_height()
file: tensor2tensor/envs/rendered_env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4125
unit: def frame_width()
file: tensor2tensor/envs/rendered_env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4126
unit: def total_number_of_frames()
file: tensor2tensor/envs/rendered_env_problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4127
unit: def convert_gradient_to_tensor()
file: tensor2tensor/layers/common_layers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4128
unit: def to_float()
file: tensor2tensor/layers/common_layers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4129
unit: def comma_separated_string_to_integer_list()
file: tensor2tensor/layers/common_layers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 4130
unit: def shakeshake2()
file: tensor2tensor/layers/common_layers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4131
unit: def shakeshake2_indiv()
file: tensor2tensor/layers/common_layers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4132
unit: def shakeshake2_eqgrad()
file: tensor2tensor/layers/common_layers.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4133
unit: def mask_from_embedding()
file: tensor2tensor/layers/common_layers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4134
unit: def length_from_embedding()
file: tensor2tensor/layers/common_layers.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4135
unit: def weights_nonzero()
file: tensor2tensor/layers/common_layers.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4136
unit: def weights_all()
file: tensor2tensor/layers/common_layers.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4137
unit: def _weights_one_third()
file: tensor2tensor/layers/common_layers.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4138
unit: def a()
file: tensor2tensor/layers/common_layers.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4139
unit: def b()
file: tensor2tensor/layers/common_layers.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4140
unit: def _convert_factored_tensor_to_tensor()
file: tensor2tensor/layers/common_layers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4141
unit: def log_prob_from_logits()
file: tensor2tensor/layers/common_layers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4142
unit: def lrelu()
file: tensor2tensor/layers/common_layers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4143
unit: def basic_moe_range()
file: tensor2tensor/layers/common_hparams.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4144
unit: def layers()
file: tensor2tensor/layers/transformer_layers.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 4145
unit: def write()
file: tensor2tensor/layers/common_video.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4146
unit: def finish()
file: tensor2tensor/layers/common_video.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4147
unit: def save_to_disk()
file: tensor2tensor/layers/common_video.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4148
unit: def __del__()
file: tensor2tensor/layers/common_video.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4149
unit: def layers()
file: tensor2tensor/layers/common_attention.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 4150
unit: def attention_bias_lower_triangle()
file: tensor2tensor/layers/common_attention.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4151
unit: def split_heads()
file: tensor2tensor/layers/common_attention.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4152
unit: def split_heads_2d()
file: tensor2tensor/layers/common_attention.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4153
unit: def combine_heads()
file: tensor2tensor/layers/common_attention.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4154
unit: def combine_heads_2d()
file: tensor2tensor/layers/common_attention.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4155
unit: def reduce_mean_over_l()
file: tensor2tensor/layers/transformer_glow_layers_ops.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4156
unit: def _norm()
file: tensor2tensor/layers/transformer_memory.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4157
unit: def get()
file: tensor2tensor/layers/transformer_memory.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4158
unit: def update_segment_number()
file: tensor2tensor/layers/transformer_memory.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4159
unit: def mp_get_text()
file: tensor2tensor/data_generators/wikisum/get_references_web_single_group.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4160
unit: def encode()
file: tensor2tensor/data_generators/wikisum/get_references_web_single_group.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4161
unit: def target_vocab_size()
file: tensor2tensor/data_generators/wikisum/wikisum.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4162
unit: def vocab_filename()
file: tensor2tensor/data_generators/wikisum/wikisum.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4163
unit: def generate_data()
file: tensor2tensor/data_generators/wikisum/wikisum.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4164
unit: def dataset_filename()
file: tensor2tensor/data_generators/wikisum/wikisum.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4165
unit: def dataset_filename()
file: tensor2tensor/data_generators/wikisum/wikisum.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4166
unit: def _tokens_to_score()
file: tensor2tensor/data_generators/wikisum/wikisum.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 4167
unit: def _format_title()
file: tensor2tensor/data_generators/wikisum/wikisum.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4168
unit: def _process_folders()
file: tensor2tensor/data_generators/wikisum/wikisum.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4169
unit: def get_length()
file: tensor2tensor/data_generators/wikisum/validate_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4170
unit: def readahead()
file: tensor2tensor/data_generators/wikisum/utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4171
unit: def __init__()
file: tensor2tensor/data_generators/wikisum/utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4172
unit: def map()
file: tensor2tensor/data_generators/wikisum/utils.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 3

id: 4173
unit: def __init__()
file: tensor2tensor/data_generators/wikisum/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4174
unit: def get()
file: tensor2tensor/data_generators/wikisum/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4175
unit: def default_zone()
file: tensor2tensor/data_generators/wikisum/parallel_launch.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 4176
unit: def delete_instance()
file: tensor2tensor/data_generators/wikisum/parallel_launch.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4177
unit: def vocab_type()
file: tensor2tensor/data_generators/lm1b_mnli.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4178
unit: def vocab_type()
file: tensor2tensor/data_generators/lm1b_mnli.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4179
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4180
unit: def has_inputs()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4181
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/wiki_multi_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4182
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4183
unit: def has_inputs()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4184
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4185
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4186
unit: def packed_length()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4187
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4188
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4189
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4190
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4191
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4192
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4193
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4194
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4195
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4196
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4197
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4198
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4199
unit: def vocab_type()
file: tensor2tensor/data_generators/wiki_multi_problems.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4200
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/quora_qpairs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4201
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/quora_qpairs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4202
unit: def num_classes()
file: tensor2tensor/data_generators/quora_qpairs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4203
unit: def vocab_type()
file: tensor2tensor/data_generators/quora_qpairs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4204
unit: def global_task_id()
file: tensor2tensor/data_generators/quora_qpairs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4205
unit: def _is_match()
file: tensor2tensor/data_generators/cleaner_en_xx.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4206
unit: def base_url()
file: tensor2tensor/data_generators/function_docstring.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4207
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/function_docstring.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4208
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/function_docstring.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4209
unit: def max_samples_for_vocab()
file: tensor2tensor/data_generators/function_docstring.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4210
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4211
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4212
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4213
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4214
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4215
unit: def packed_length()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4216
unit: def num_training_examples()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4217
unit: def inputs_prefix()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4218
unit: def targets_prefix()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4219
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4220
unit: def fraction_of_data()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4221
unit: def fraction_of_data()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4222
unit: def fraction_of_data()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4223
unit: def fraction_of_data()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4224
unit: def fraction_of_data()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4225
unit: def fraction_of_data()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4226
unit: def fraction_of_data()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4227
unit: def fraction_of_data()
file: tensor2tensor/data_generators/cnn_dailymail.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4228
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/qnli.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4229
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/qnli.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4230
unit: def num_classes()
file: tensor2tensor/data_generators/qnli.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4231
unit: def vocab_type()
file: tensor2tensor/data_generators/qnli.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4232
unit: def global_task_id()
file: tensor2tensor/data_generators/qnli.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4233
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/translate_enmk.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4234
unit: def vocab_type()
file: tensor2tensor/data_generators/translate_enmk.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4235
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/subject_verb_agreement.py
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end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 4236
unit: def train_proportion()
file: tensor2tensor/data_generators/subject_verb_agreement.py
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end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 4237
unit: def validation_proportion()
file: tensor2tensor/data_generators/subject_verb_agreement.py
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end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 4238
unit: def vocab_type()
file: tensor2tensor/data_generators/subject_verb_agreement.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4239
unit: def num_classes()
file: tensor2tensor/data_generators/subject_verb_agreement.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4240
unit: def eval_metrics()
file: tensor2tensor/data_generators/subject_verb_agreement.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4241
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/subject_verb_agreement.py
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end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 4242
unit: def train_proportion()
file: tensor2tensor/data_generators/subject_verb_agreement.py
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end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 4243
unit: def validation_proportion()
file: tensor2tensor/data_generators/subject_verb_agreement.py
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end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 4244
unit: def vocab_type()
file: tensor2tensor/data_generators/subject_verb_agreement.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4245
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/translate_envi.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4246
unit: def targeted_vocab_size()
file: tensor2tensor/data_generators/dialog_cornell.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4247
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/translate_entn.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4248
unit: def vocab_filename()
file: tensor2tensor/data_generators/translate_entn.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4249
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/squad.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4250
unit: def packed_length()
file: tensor2tensor/data_generators/squad.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4251
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/squad.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4252
unit: def num_training_examples()
file: tensor2tensor/data_generators/squad.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4253
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/squad.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4254
unit: def dataset_filename()
file: tensor2tensor/data_generators/squad.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4255
unit: def dataset_filename()
file: tensor2tensor/data_generators/squad.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4256
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/squad.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4257
unit: def dataset_filename()
file: tensor2tensor/data_generators/squad.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4258
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/squad.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4259
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4260
unit: def max_samples_for_vocab()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4261
unit: def combine_characters_threshold()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4262
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4263
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4264
unit: def combine_characters_threshold()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4265
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4266
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4267
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4268
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4269
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4270
unit: def max_samples_for_vocab()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4271
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4272
unit: def has_inputs()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4273
unit: def num_training_examples()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4274
unit: def packed_length()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4275
unit: def inputs_prefix()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4276
unit: def targets_prefix()
file: tensor2tensor/data_generators/wiki_lm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4277
unit: def num_channels()
file: tensor2tensor/data_generators/moving_mnist.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4278
unit: def frame_height()
file: tensor2tensor/data_generators/moving_mnist.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4279
unit: def frame_width()
file: tensor2tensor/data_generators/moving_mnist.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4280
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/moving_mnist.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4281
unit: def total_number_of_frames()
file: tensor2tensor/data_generators/moving_mnist.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4282
unit: def max_frames_per_video()
file: tensor2tensor/data_generators/moving_mnist.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4283
unit: def random_skip()
file: tensor2tensor/data_generators/moving_mnist.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4284
unit: def max_frames_per_video()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4285
unit: def num_channels()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4286
unit: def frame_height()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4287
unit: def frame_width()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4288
unit: def frame_shape()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4289
unit: def total_number_of_frames()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 4
number of parameters: 1

id: 4290
unit: def random_skip()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4291
unit: def extra_reading_spec()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4292
unit: def only_keep_videos_from_0th_frame()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4293
unit: def avoid_overlapping_frames()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4294
unit: def use_not_breaking_batching()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4295
unit: def decode_hooks()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4296
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4297
unit: def generate_samples()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4298
unit: def num_channels()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4299
unit: def hue()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4300
unit: def contrast()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4301
unit: def saturate()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4302
unit: def is_small()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4303
unit: def num_classes()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4304
unit: def train_shards()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4305
unit: def dev_shards()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4306
unit: def class_labels()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4307
unit: def image_size()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4308
unit: def generator()
file: tensor2tensor/data_generators/video_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4309
unit: def is_small()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4310
unit: def num_classes()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4311
unit: def preprocess_example()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4312
unit: def rescale_size()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4313
unit: def normalize_image()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4314
unit: def dataset_filename()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4315
unit: def rescale_size()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4316
unit: def normalize_image()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4317
unit: def rescale_size()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4318
unit: def rescale_size()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4319
unit: def is_small()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4320
unit: def train_shards()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4321
unit: def dev_shards()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4322
unit: def train_shards()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4323
unit: def dev_shards()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4324
unit: def dataset_filename()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4325
unit: def train_shards()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4326
unit: def dev_shards()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4327
unit: def dataset_filename()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4328
unit: def is_small()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4329
unit: def num_classes()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4330
unit: def train_shards()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4331
unit: def dev_shards()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4332
unit: def rescale_size()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4333
unit: def dataset_filename()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4334
unit: def generate_data()
file: tensor2tensor/data_generators/imagenet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4335
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/program_search.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4336
unit: def _file_exists()
file: tensor2tensor/data_generators/common_voice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4337
unit: def _is_relative()
file: tensor2tensor/data_generators/common_voice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4338
unit: def num_shards()
file: tensor2tensor/data_generators/common_voice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4339
unit: def use_subword_tokenizer()
file: tensor2tensor/data_generators/common_voice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4340
unit: def num_dev_shards()
file: tensor2tensor/data_generators/common_voice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4341
unit: def num_test_shards()
file: tensor2tensor/data_generators/common_voice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4342
unit: def use_train_shards_for_dev()
file: tensor2tensor/data_generators/common_voice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4343
unit: def training_filepaths()
file: tensor2tensor/data_generators/common_voice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4344
unit: def dev_filepaths()
file: tensor2tensor/data_generators/common_voice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4345
unit: def test_filepaths()
file: tensor2tensor/data_generators/common_voice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4346
unit: def generate_data()
file: tensor2tensor/data_generators/common_voice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4347
unit: def __ne__()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4348
unit: def decode()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4349
unit: def __init__()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4350
unit: def __deepcopy__()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4351
unit: def num_actions()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4352
unit: def __str__()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4353
unit: def _preprocess_observations()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4354
unit: def _step()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4355
unit: def _reset()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4356
unit: def close()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4357
unit: def num_channels()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4358
unit: def frame_height()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4359
unit: def frame_width()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4360
unit: def only_keep_videos_from_0th_frame()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4361
unit: def _calc_num_frames()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4362
unit: def base_env_name()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4363
unit: def num_channels()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4364
unit: def __str__()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4365
unit: def state()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4366
unit: def frame_height()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4367
unit: def frame_width()
file: tensor2tensor/data_generators/gym_env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4368
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/translate_enro.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4369
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/translate_enro.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4370
unit: def vocab_type()
file: tensor2tensor/data_generators/translate_enro.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4371
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/translate_enro.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4372
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/translate_enro.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4373
unit: def how_many_examples_to_sample()
file: tensor2tensor/data_generators/translate_enro.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4374
unit: def how_many_examples_to_sample()
file: tensor2tensor/data_generators/translate_enro.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4375
unit: def packed_length()
file: tensor2tensor/data_generators/translate_enro.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4376
unit: def num_training_examples()
file: tensor2tensor/data_generators/translate_enro.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4377
unit: def inputs_prefix()
file: tensor2tensor/data_generators/translate_enro.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4378
unit: def targets_prefix()
file: tensor2tensor/data_generators/translate_enro.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4379
unit: def targeted_vocab_size()
file: tensor2tensor/data_generators/dialog_opensubtitles.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4380
unit: def dataset_version()
file: tensor2tensor/data_generators/dialog_opensubtitles.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4381
unit: def dataset_version()
file: tensor2tensor/data_generators/dialog_opensubtitles.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4382
unit: def dataset_version()
file: tensor2tensor/data_generators/dialog_opensubtitles.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4383
unit: def dataset_version()
file: tensor2tensor/data_generators/dialog_opensubtitles.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4384
unit: def dataset_version()
file: tensor2tensor/data_generators/dialog_opensubtitles.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4385
unit: def dataset_version()
file: tensor2tensor/data_generators/dialog_opensubtitles.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4386
unit: def generate_data()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4387
unit: def multiprocess_generate()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4388
unit: def num_generate_tasks()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4389
unit: def num_training_examples()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4390
unit: def prepare_to_generate()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4391
unit: def hparams()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4392
unit: def batch_size_means_tokens()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4393
unit: def skip_random_fraction_when_training()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4394
unit: def dataset_filename()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4395
unit: def preprocess_example()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4396
unit: def all_metrics_fns()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4397
unit: def set_task_id()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4398
unit: def was_reversed()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4399
unit: def decode_hooks()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4400
unit: def has_inputs()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4401
unit: def export_assets()
file: tensor2tensor/data_generators/problem.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4402
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/ptb.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4403
unit: def vocab_filename()
file: tensor2tensor/data_generators/ptb.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4404
unit: def vocab_type()
file: tensor2tensor/data_generators/ptb.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4405
unit: def vocab_type()
file: tensor2tensor/data_generators/ptb.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4406
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/translate_encs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4407
unit: def vocab_type()
file: tensor2tensor/data_generators/translate_encs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4408
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/mrpc.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4409
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/mrpc.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4410
unit: def num_classes()
file: tensor2tensor/data_generators/mrpc.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4411
unit: def vocab_type()
file: tensor2tensor/data_generators/mrpc.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4412
unit: def global_task_id()
file: tensor2tensor/data_generators/mrpc.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4413
unit: def dataset_filename()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4414
unit: def vocab_file()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4415
unit: def vocab_filename()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4416
unit: def error_tag_vocab_file()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4417
unit: def dataset_filename()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4418
unit: def packed_length()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4419
unit: def max_segment_length()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4420
unit: def dataset_filename()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4421
unit: def dataset_filename()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4422
unit: def dataset_filename()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4423
unit: def source_vocab_file()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4424
unit: def target_vocab_file()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4425
unit: def error_tag_vocab_file()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4426
unit: def dataset_filename()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4427
unit: def packed_length()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4428
unit: def max_segment_length()
file: tensor2tensor/data_generators/seq2edits.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4429
unit: def vocab_type()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4430
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4431
unit: def vocab_file()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4432
unit: def vocab_filename()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4433
unit: def oov_token()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4434
unit: def use_subword_tokenizer()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4435
unit: def input_space_id()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4436
unit: def target_space_id()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4437
unit: def targeted_vocab_size()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4438
unit: def targeted_dataset_size()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4439
unit: def dataset_split()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4440
unit: def data_dir()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4441
unit: def raw_data_dir()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4442
unit: def raw_data()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4443
unit: def zipped_data()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4444
unit: def url()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4445
unit: def data_dir()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4446
unit: def raw_data_dir()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4447
unit: def raw_data()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4448
unit: def zipped_data()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4449
unit: def url()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4450
unit: def preprocess_data()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4451
unit: def create_data()
file: tensor2tensor/data_generators/dialog_abstract.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4452
unit: def to_unicode()
file: tensor2tensor/data_generators/wiki_revision_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4453
unit: def _remove_references()
file: tensor2tensor/data_generators/wiki_revision_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4454
unit: def _remove_triple_quotes()
file: tensor2tensor/data_generators/wiki_revision_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4455
unit: def all_corpus_files()
file: tensor2tensor/data_generators/wiki_revision_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4456
unit: def throw_empty_pairs()
file: tensor2tensor/data_generators/wiki_revision_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 4
number of parameters: 1

id: 4457
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/rte.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4458
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/rte.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4459
unit: def num_classes()
file: tensor2tensor/data_generators/rte.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4460
unit: def vocab_type()
file: tensor2tensor/data_generators/rte.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4461
unit: def global_task_id()
file: tensor2tensor/data_generators/rte.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4462
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/wnli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4463
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/wnli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4464
unit: def vocab_filename()
file: tensor2tensor/data_generators/wnli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4465
unit: def num_classes()
file: tensor2tensor/data_generators/wnli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4466
unit: def vocab_type()
file: tensor2tensor/data_generators/wnli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4467
unit: def global_task_id()
file: tensor2tensor/data_generators/wnli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4468
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/lambada.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4469
unit: def vocab_type()
file: tensor2tensor/data_generators/lambada.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4470
unit: def vocab_size()
file: tensor2tensor/data_generators/lambada.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4471
unit: def oov_token()
file: tensor2tensor/data_generators/lambada.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4472
unit: def use_control_set()
file: tensor2tensor/data_generators/lambada.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4473
unit: def control_set()
file: tensor2tensor/data_generators/lambada.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4474
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/lambada.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4475
unit: def vocab_type()
file: tensor2tensor/data_generators/lambada.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4476
unit: def vocab_size()
file: tensor2tensor/data_generators/lambada.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4477
unit: def oov_token()
file: tensor2tensor/data_generators/lambada.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4478
unit: def use_control_set()
file: tensor2tensor/data_generators/lambada.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4479
unit: def control_set()
file: tensor2tensor/data_generators/lambada.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4480
unit: def filepattern()
file: tensor2tensor/data_generators/multi_problem_v2.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 3

id: 4481
unit: def only_eval_first_problem()
file: tensor2tensor/data_generators/multi_problem_v2.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4482
unit: def packed_length()
file: tensor2tensor/data_generators/multi_problem_v2.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4483
unit: def constant_schedule()
file: tensor2tensor/data_generators/multi_problem_v2.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4484
unit: def target_space_id()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4485
unit: def vocab_size()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4486
unit: def num_classes()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4487
unit: def vocab_filename()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4488
unit: def label_filename()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4489
unit: def train_shards()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4490
unit: def dev_shards()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4491
unit: def source_data_files()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4492
unit: def generator()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4493
unit: def target_space_id()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4494
unit: def vocab_size()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4495
unit: def num_classes()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4496
unit: def vocab_filename()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4497
unit: def label_filename()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4498
unit: def train_shards()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4499
unit: def dev_shards()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4500
unit: def num_boxes()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4501
unit: def feature_dimension()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4502
unit: def spatial_feature_dimension()
file: tensor2tensor/data_generators/vqa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4503
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/translate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4504
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/translate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4505
unit: def datatypes_to_clean()
file: tensor2tensor/data_generators/translate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4506
unit: def source_data_files()
file: tensor2tensor/data_generators/translate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4507
unit: def vocab_data_files()
file: tensor2tensor/data_generators/translate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4508
unit: def decode_hooks()
file: tensor2tensor/data_generators/translate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4509
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/translate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4510
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/translate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4511
unit: def input_vocab_size()
file: tensor2tensor/data_generators/desc2code.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4512
unit: def target_vocab_size()
file: tensor2tensor/data_generators/desc2code.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4513
unit: def vocab_input_filename()
file: tensor2tensor/data_generators/desc2code.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4514
unit: def preprocess_target()
file: tensor2tensor/data_generators/desc2code.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4515
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/desc2code.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4516
unit: def pb_constants()
file: tensor2tensor/data_generators/desc2code.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4517
unit: def preprocess_target()
file: tensor2tensor/data_generators/desc2code.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4518
unit: def pb_constants()
file: tensor2tensor/data_generators/desc2code.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4519
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/yelp_polarity.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4520
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/yelp_polarity.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4521
unit: def num_classes()
file: tensor2tensor/data_generators/yelp_polarity.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4522
unit: def vocab_type()
file: tensor2tensor/data_generators/yelp_polarity.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4523
unit: def global_task_id()
file: tensor2tensor/data_generators/yelp_polarity.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4524
unit: def is_unicode()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4525
unit: def to_unicode_ignore_errors()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4526
unit: def to_unicode_utf8()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4527
unit: def __init__()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4528
unit: def num_reserved_ids()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4529
unit: def encode()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 4530
unit: def vocab_size()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4531
unit: def vocab_size()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4532
unit: def decode_list()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 4533
unit: def vocab_size()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4534
unit: def vocab_size()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4535
unit: def decode()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4536
unit: def vocab_size()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4537
unit: def _safe_id_to_token()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4538
unit: def encode_without_tokenizing()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4539
unit: def decode_list()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 4540
unit: def vocab_size()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4541
unit: def all_subtoken_strings()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4542
unit: def num_reserved_ids()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4543
unit: def decode_list()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4544
unit: def vocab_size()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4545
unit: def encode()
file: tensor2tensor/data_generators/text_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 4546
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/translate_enet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4547
unit: def vocab_type()
file: tensor2tensor/data_generators/translate_enet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4548
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/stanford_nli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4549
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/stanford_nli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4550
unit: def num_classes()
file: tensor2tensor/data_generators/stanford_nli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4551
unit: def vocab_type()
file: tensor2tensor/data_generators/stanford_nli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4552
unit: def global_task_id()
file: tensor2tensor/data_generators/stanford_nli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4553
unit: def vocab_filename()
file: tensor2tensor/data_generators/stanford_nli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4554
unit: def vocab_filename()
file: tensor2tensor/data_generators/stanford_nli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4555
unit: def vocab_filename()
file: tensor2tensor/data_generators/stanford_nli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4556
unit: def max_samples_for_vocab()
file: tensor2tensor/data_generators/wsj_parsing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4557
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/sst_binary.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4558
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/sst_binary.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4559
unit: def num_classes()
file: tensor2tensor/data_generators/sst_binary.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4560
unit: def vocab_type()
file: tensor2tensor/data_generators/sst_binary.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4561
unit: def global_task_id()
file: tensor2tensor/data_generators/sst_binary.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4562
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4563
unit: def generate_samples()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4564
unit: def vocab_type()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4565
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4566
unit: def additional_reserved_tokens()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4567
unit: def oov_token()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4568
unit: def max_samples_for_vocab()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4569
unit: def packed_length()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4570
unit: def packed_spacing()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4571
unit: def has_inputs()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4572
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4573
unit: def max_subtoken_length()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4574
unit: def batch_size_means_tokens()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4575
unit: def already_shuffled()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4576
unit: def inputs_prefix()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4577
unit: def targets_prefix()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4578
unit: def additional_reserved_tokens()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4579
unit: def generate_samples()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4580
unit: def has_inputs()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4581
unit: def generate_samples()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4582
unit: def num_classes()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4583
unit: def ntasks()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4584
unit: def generate_samples()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4585
unit: def max_length()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4586
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4587
unit: def _tmp_dir_override()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4588
unit: def vocab_type()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4589
unit: def oov_token()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4590
unit: def train_text_filepaths()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4591
unit: def dev_text_filepaths()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4592
unit: def sequence_length()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4593
unit: def max_length()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 4594
unit: def remainder_policy()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4595
unit: def max_chars_for_vocab()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4596
unit: def num_train_shards()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4597
unit: def num_dev_shards()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4598
unit: def max_dev_chars()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4599
unit: def multiprocess_generate()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4600
unit: def num_generate_tasks()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4601
unit: def eval_metrics()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4602
unit: def generate_samples()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 4603
unit: def input_files()
file: tensor2tensor/data_generators/text_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4604
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/translate_enid.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4605
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/wikitext103.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4606
unit: def vocab_type()
file: tensor2tensor/data_generators/wikitext103.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4607
unit: def vocab_type()
file: tensor2tensor/data_generators/wikitext103.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4608
unit: def max_length()
file: tensor2tensor/data_generators/wikitext103.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 4609
unit: def sequence_length()
file: tensor2tensor/data_generators/wikitext103.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4610
unit: def sequence_length()
file: tensor2tensor/data_generators/wikitext103.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4611
unit: def bidirectional()
file: tensor2tensor/data_generators/paraphrase_ms_coco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4612
unit: def prepare_data()
file: tensor2tensor/data_generators/paraphrase_ms_coco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4613
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/paraphrase_ms_coco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4614
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/paraphrase_ms_coco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4615
unit: def bidirectional()
file: tensor2tensor/data_generators/paraphrase_ms_coco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4616
unit: def bidirectional()
file: tensor2tensor/data_generators/paraphrase_ms_coco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4617
unit: def vocab_type()
file: tensor2tensor/data_generators/paraphrase_ms_coco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4618
unit: def vocab_type()
file: tensor2tensor/data_generators/paraphrase_ms_coco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4619
unit: def num_channels()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4620
unit: def vocab_size()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4621
unit: def decode_hooks()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4622
unit: def is_small()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4623
unit: def num_classes()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4624
unit: def train_shards()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4625
unit: def dev_shards()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4626
unit: def class_labels()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4627
unit: def generator()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4628
unit: def is_character_level()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4629
unit: def vocab_problem()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4630
unit: def target_space_id()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4631
unit: def train_shards()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4632
unit: def dev_shards()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4633
unit: def generator()
file: tensor2tensor/data_generators/image_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4634
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/scitail.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4635
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/scitail.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4636
unit: def num_classes()
file: tensor2tensor/data_generators/scitail.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4637
unit: def vocab_type()
file: tensor2tensor/data_generators/scitail.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4638
unit: def global_task_id()
file: tensor2tensor/data_generators/scitail.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4639
unit: def vocab_filename()
file: tensor2tensor/data_generators/scitail.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4640
unit: def is_character_level()
file: tensor2tensor/data_generators/mscoco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4641
unit: def target_space_id()
file: tensor2tensor/data_generators/mscoco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4642
unit: def train_shards()
file: tensor2tensor/data_generators/mscoco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4643
unit: def dev_shards()
file: tensor2tensor/data_generators/mscoco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4644
unit: def preprocess_example()
file: tensor2tensor/data_generators/mscoco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4645
unit: def is_character_level()
file: tensor2tensor/data_generators/mscoco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4646
unit: def vocab_problem()
file: tensor2tensor/data_generators/mscoco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4647
unit: def target_space_id()
file: tensor2tensor/data_generators/mscoco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4648
unit: def train_shards()
file: tensor2tensor/data_generators/mscoco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4649
unit: def dev_shards()
file: tensor2tensor/data_generators/mscoco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4650
unit: def dataset_filename()
file: tensor2tensor/data_generators/mscoco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4651
unit: def dataset_filename()
file: tensor2tensor/data_generators/mscoco.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4652
unit: def num_channels()
file: tensor2tensor/data_generators/google_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4653
unit: def frame_height()
file: tensor2tensor/data_generators/google_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4654
unit: def frame_width()
file: tensor2tensor/data_generators/google_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4655
unit: def total_number_of_frames()
file: tensor2tensor/data_generators/google_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4656
unit: def max_number_of_frames_per_video()
file: tensor2tensor/data_generators/google_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4657
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/google_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4658
unit: def target_vocab_size()
file: tensor2tensor/data_generators/problem_hparams.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4659
unit: def target_vocab_size()
file: tensor2tensor/data_generators/problem_hparams.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4660
unit: def vocab_prefix()
file: tensor2tensor/data_generators/problem_hparams.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4661
unit: def inputs_target_vocab_size()
file: tensor2tensor/data_generators/problem_hparams.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4662
unit: def targets_target_vocab_size()
file: tensor2tensor/data_generators/problem_hparams.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4663
unit: def get_filename()
file: tensor2tensor/data_generators/translate_enzh.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4664
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/translate_enzh.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4665
unit: def source_vocab_name()
file: tensor2tensor/data_generators/translate_enzh.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4666
unit: def target_vocab_name()
file: tensor2tensor/data_generators/translate_enzh.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4667
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/translate_enzh.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4668
unit: def get_training_dataset()
file: tensor2tensor/data_generators/translate_enzh.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4669
unit: def babi_subset()
file: tensor2tensor/data_generators/babi_qa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4670
unit: def babi_task_id()
file: tensor2tensor/data_generators/babi_qa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4671
unit: def dataset_filename()
file: tensor2tensor/data_generators/babi_qa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4672
unit: def vocab_file()
file: tensor2tensor/data_generators/babi_qa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4673
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/babi_qa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4674
unit: def joint_training()
file: tensor2tensor/data_generators/babi_qa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4675
unit: def vocab_type()
file: tensor2tensor/data_generators/babi_qa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4676
unit: def eval_metrics()
file: tensor2tensor/data_generators/babi_qa.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4677
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4678
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4679
unit: def num_classes()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4680
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4681
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4682
unit: def packed_length()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4683
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4684
unit: def num_training_examples()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4685
unit: def vocab_type()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4686
unit: def global_task_id()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4687
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4688
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4689
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4690
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/multinli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4691
unit: def vocab_type()
file: tensor2tensor/data_generators/algorithmic_math_two_variables.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4692
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/algorithmic_math_two_variables.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4693
unit: def train_shards()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4694
unit: def dev_shards()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4695
unit: def training_fraction()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4696
unit: def num_channels()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4697
unit: def input_dim()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4698
unit: def output_dim()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4699
unit: def inpaint_fraction()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4700
unit: def dataset_filename()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4701
unit: def input_dim()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4702
unit: def output_dim()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4703
unit: def dataset_filename()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4704
unit: def input_dim()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4705
unit: def output_dim()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4706
unit: def dataset_filename()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4707
unit: def input_dim()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4708
unit: def output_dim()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4709
unit: def inpaint_fraction()
file: tensor2tensor/data_generators/allen_brain.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4710
unit: def additional_training_datasets()
file: tensor2tensor/data_generators/translate_enes.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4711
unit: def vocab_data_files()
file: tensor2tensor/data_generators/translate_enes.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4712
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/translate_enes.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4713
unit: def datatypes_to_clean()
file: tensor2tensor/data_generators/translate_enes.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4714
unit: def packed_length()
file: tensor2tensor/data_generators/translate_enes.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4715
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/translate_enes.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4716
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/translate_enes.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4717
unit: def packed_length()
file: tensor2tensor/data_generators/translate_enes.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4718
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/translate_enes.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4719
unit: def vocab_type()
file: tensor2tensor/data_generators/translate_enes.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4720
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4721
unit: def max_samples_for_vocab()
file: tensor2tensor/data_generators/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4722
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4723
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4724
unit: def packed_length()
file: tensor2tensor/data_generators/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4725
unit: def vocab_filename()
file: tensor2tensor/data_generators/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4726
unit: def packed_length()
file: tensor2tensor/data_generators/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4727
unit: def vocab_filename()
file: tensor2tensor/data_generators/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4728
unit: def vocab_type()
file: tensor2tensor/data_generators/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4729
unit: def global_task_id()
file: tensor2tensor/data_generators/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4730
unit: def packed_length()
file: tensor2tensor/data_generators/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4731
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/cola.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4732
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/cola.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4733
unit: def num_classes()
file: tensor2tensor/data_generators/cola.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4734
unit: def vocab_type()
file: tensor2tensor/data_generators/cola.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4735
unit: def global_task_id()
file: tensor2tensor/data_generators/cola.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4736
unit: def num_channels()
file: tensor2tensor/data_generators/bair_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4737
unit: def frame_height()
file: tensor2tensor/data_generators/bair_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4738
unit: def frame_width()
file: tensor2tensor/data_generators/bair_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4739
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/bair_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4740
unit: def total_number_of_frames()
file: tensor2tensor/data_generators/bair_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4741
unit: def max_frames_per_video()
file: tensor2tensor/data_generators/bair_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4742
unit: def random_skip()
file: tensor2tensor/data_generators/bair_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4743
unit: def only_keep_videos_from_0th_frame()
file: tensor2tensor/data_generators/bair_robot_pushing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4744
unit: def use_not_breaking_batching()
file: tensor2tensor/data_generators/bair_robot_pushing.py
start line: 0
end line: 0
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McCabe index: 1
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id: 4745
unit: def use_vocab_from_other_problem()
file: tensor2tensor/data_generators/translate_encs_cubbitt.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4746
unit: def already_shuffled()
file: tensor2tensor/data_generators/translate_encs_cubbitt.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4747
unit: def skip_random_fraction_when_training()
file: tensor2tensor/data_generators/translate_encs_cubbitt.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4748
unit: def backtranslate_data_filenames()
file: tensor2tensor/data_generators/translate_encs_cubbitt.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4749
unit: def num_channels()
file: tensor2tensor/data_generators/mnist.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4750
unit: def is_small()
file: tensor2tensor/data_generators/mnist.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4751
unit: def num_classes()
file: tensor2tensor/data_generators/mnist.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4752
unit: def class_labels()
file: tensor2tensor/data_generators/mnist.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4753
unit: def train_shards()
file: tensor2tensor/data_generators/mnist.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4754
unit: def is_small()
file: tensor2tensor/data_generators/mnist.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4755
unit: def num_channels()
file: tensor2tensor/data_generators/mnist.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4756
unit: def num_classes()
file: tensor2tensor/data_generators/mnist.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4757
unit: def class_labels()
file: tensor2tensor/data_generators/mnist.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4758
unit: def train_shards()
file: tensor2tensor/data_generators/mnist.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4759
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/imdb.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4760
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/imdb.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4761
unit: def num_classes()
file: tensor2tensor/data_generators/imdb.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4762
unit: def vocab_type()
file: tensor2tensor/data_generators/imdb.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4763
unit: def global_task_id()
file: tensor2tensor/data_generators/imdb.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4764
unit: def num_symbols()
file: tensor2tensor/data_generators/algorithmic.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4765
unit: def generator()
file: tensor2tensor/data_generators/algorithmic.py
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size: 2 LOC
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number of parameters: 4

id: 4766
unit: def train_length()
file: tensor2tensor/data_generators/algorithmic.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4767
unit: def dev_length()
file: tensor2tensor/data_generators/algorithmic.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4768
unit: def train_size()
file: tensor2tensor/data_generators/algorithmic.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4769
unit: def dev_size()
file: tensor2tensor/data_generators/algorithmic.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4770
unit: def num_shards()
file: tensor2tensor/data_generators/algorithmic.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4771
unit: def num_symbols()
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McCabe index: 1
number of parameters: 1

id: 4772
unit: def num_symbols()
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McCabe index: 1
number of parameters: 1

id: 4773
unit: def num_symbols()
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McCabe index: 1
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unit: def train_length()
file: tensor2tensor/data_generators/algorithmic.py
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McCabe index: 1
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id: 4775
unit: def dev_length()
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McCabe index: 1
number of parameters: 1

id: 4776
unit: def train_size()
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McCabe index: 1
number of parameters: 1

id: 4777
unit: def num_symbols()
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McCabe index: 1
number of parameters: 1

id: 4778
unit: def dev_length()
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4779
unit: def num_symbols()
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McCabe index: 1
number of parameters: 1

id: 4780
unit: def num_symbols()
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McCabe index: 1
number of parameters: 1

id: 4781
unit: def num_symbols()
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id: 4782
unit: def train_length()
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id: 4783
unit: def dev_length()
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McCabe index: 1
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id: 4784
unit: def num_symbols()
file: tensor2tensor/data_generators/algorithmic.py
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McCabe index: 1
number of parameters: 1

id: 4785
unit: def lower_endian_to_number()
file: tensor2tensor/data_generators/algorithmic.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 4786
unit: def num_symbols()
file: tensor2tensor/data_generators/algorithmic.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4787
unit: def num_symbols()
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4788
unit: def num_symbols()
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McCabe index: 1
number of parameters: 1

id: 4789
unit: def num_symbols()
file: tensor2tensor/data_generators/algorithmic.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4790
unit: def train_length()
file: tensor2tensor/data_generators/algorithmic.py
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McCabe index: 1
number of parameters: 1

id: 4791
unit: def dev_length()
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McCabe index: 1
number of parameters: 1

id: 4792
unit: def train_size()
file: tensor2tensor/data_generators/algorithmic.py
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McCabe index: 1
number of parameters: 1

id: 4793
unit: def dev_size()
file: tensor2tensor/data_generators/algorithmic.py
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McCabe index: 1
number of parameters: 1

id: 4794
unit: def num_shards()
file: tensor2tensor/data_generators/algorithmic.py
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McCabe index: 1
number of parameters: 1

id: 4795
unit: def num_symbols()
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McCabe index: 1
number of parameters: 1

id: 4796
unit: def train_length()
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McCabe index: 1
number of parameters: 1

id: 4797
unit: def dev_length()
file: tensor2tensor/data_generators/algorithmic.py
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end line: 0
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McCabe index: 1
number of parameters: 1

id: 4798
unit: def unique()
file: tensor2tensor/data_generators/algorithmic.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4799
unit: def decode_oov()
file: tensor2tensor/data_generators/pointer_generator_word.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4800
unit: def num_symbols()
file: tensor2tensor/data_generators/cipher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4801
unit: def distribution()
file: tensor2tensor/data_generators/cipher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4802
unit: def shift()
file: tensor2tensor/data_generators/cipher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4803
unit: def train_length()
file: tensor2tensor/data_generators/cipher.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4804
unit: def dev_length()
file: tensor2tensor/data_generators/cipher.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4805
unit: def num_symbols()
file: tensor2tensor/data_generators/cipher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4806
unit: def distribution()
file: tensor2tensor/data_generators/cipher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4807
unit: def key()
file: tensor2tensor/data_generators/cipher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4808
unit: def train_length()
file: tensor2tensor/data_generators/cipher.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4809
unit: def dev_length()
file: tensor2tensor/data_generators/cipher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4810
unit: def num_symbols()
file: tensor2tensor/data_generators/cipher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4811
unit: def num_symbols()
file: tensor2tensor/data_generators/cipher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4812
unit: def key()
file: tensor2tensor/data_generators/cipher.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4813
unit: def encrypt_character()
file: tensor2tensor/data_generators/cipher.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4814
unit: def decrypt_character()
file: tensor2tensor/data_generators/cipher.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4815
unit: def dev_fraction()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4816
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4817
unit: def sequence_length()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4818
unit: def max_chars_for_vocab()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4819
unit: def sequence_length()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4820
unit: def scramble_fraction()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4821
unit: def has_inputs()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4822
unit: def input_space_id()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4823
unit: def targeted_vocab_size()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4824
unit: def remainder_policy()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4825
unit: def sequence_length()
file: tensor2tensor/data_generators/wiki.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4826
unit: def scramble_fraction()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4827
unit: def sequence_length()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4828
unit: def scramble_fraction()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4829
unit: def max_chars_for_vocab()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4830
unit: def _remove_references()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4831
unit: def _remove_triple_quotes()
file: tensor2tensor/data_generators/wiki.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4832
unit: def sequence_length()
file: tensor2tensor/data_generators/wiki.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4833
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4834
unit: def max_chars_for_vocab()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4835
unit: def sequence_length()
file: tensor2tensor/data_generators/wiki.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4836
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/wiki.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4837
unit: def max_chars_for_vocab()
file: tensor2tensor/data_generators/wiki.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4838
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/video_generated.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4839
unit: def frame_height()
file: tensor2tensor/data_generators/video_generated.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4840
unit: def frame_width()
file: tensor2tensor/data_generators/video_generated.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4841
unit: def total_number_of_frames()
file: tensor2tensor/data_generators/video_generated.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4842
unit: def video_length()
file: tensor2tensor/data_generators/video_generated.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4843
unit: def random_skip()
file: tensor2tensor/data_generators/video_generated.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4844
unit: def only_keep_videos_from_0th_frame()
file: tensor2tensor/data_generators/video_generated.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4845
unit: def use_not_breaking_batching()
file: tensor2tensor/data_generators/video_generated.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4846
unit: def eval_metrics()
file: tensor2tensor/data_generators/video_generated.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4847
unit: def vocab_type()
file: tensor2tensor/data_generators/algorithmic_math_deepmind.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4848
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/algorithmic_math_deepmind.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4849
unit: def __str__()
file: tensor2tensor/data_generators/algorithmic_math.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4850
unit: def __eq__()
file: tensor2tensor/data_generators/algorithmic_math.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 4851
unit: def is_in_expr()
file: tensor2tensor/data_generators/algorithmic_math.py
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end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 2

id: 4852
unit: def source_data_files()
file: tensor2tensor/data_generators/conll_ner.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4853
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/yelp_full.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4854
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/yelp_full.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4855
unit: def num_classes()
file: tensor2tensor/data_generators/yelp_full.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4856
unit: def vocab_type()
file: tensor2tensor/data_generators/yelp_full.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4857
unit: def global_task_id()
file: tensor2tensor/data_generators/yelp_full.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4858
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/wiki_revision.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4859
unit: def strip()
file: tensor2tensor/data_generators/wiki_revision.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4860
unit: def wiki_revision_skip_factor()
file: tensor2tensor/data_generators/wiki_revision.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4861
unit: def max_segment_length()
file: tensor2tensor/data_generators/wiki_revision.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4862
unit: def max_examples_per_shard()
file: tensor2tensor/data_generators/wiki_revision.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4863
unit: def invert_prob()
file: tensor2tensor/data_generators/wiki_revision.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4864
unit: def packed_length()
file: tensor2tensor/data_generators/wiki_revision.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4865
unit: def packed_length()
file: tensor2tensor/data_generators/wiki_revision.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4866
unit: def max_segment_length()
file: tensor2tensor/data_generators/wiki_revision.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4867
unit: def vocab_size()
file: tensor2tensor/data_generators/dna_encoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4868
unit: def delimiter()
file: tensor2tensor/data_generators/dna_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4869
unit: def _tokens()
file: tensor2tensor/data_generators/dna_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4870
unit: def is_small()
file: tensor2tensor/data_generators/ocr.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4871
unit: def is_character_level()
file: tensor2tensor/data_generators/ocr.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4872
unit: def target_space_id()
file: tensor2tensor/data_generators/ocr.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4873
unit: def train_shards()
file: tensor2tensor/data_generators/ocr.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4874
unit: def dev_shards()
file: tensor2tensor/data_generators/ocr.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4875
unit: def download_url()
file: tensor2tensor/data_generators/gene_expression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4876
unit: def h5_file()
file: tensor2tensor/data_generators/gene_expression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4877
unit: def num_output_predictions()
file: tensor2tensor/data_generators/gene_expression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4878
unit: def chunk_size()
file: tensor2tensor/data_generators/gene_expression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4879
unit: def num_shards()
file: tensor2tensor/data_generators/gene_expression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4880
unit: def eval_metrics()
file: tensor2tensor/data_generators/gene_expression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4881
unit: def download_url()
file: tensor2tensor/data_generators/gene_expression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4882
unit: def h5_file()
file: tensor2tensor/data_generators/gene_expression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4883
unit: def download_url()
file: tensor2tensor/data_generators/gene_expression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4884
unit: def h5_file()
file: tensor2tensor/data_generators/gene_expression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4885
unit: def h5_file()
file: tensor2tensor/data_generators/gene_expression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4886
unit: def encode()
file: tensor2tensor/data_generators/speech_recognition.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4887
unit: def is_character_level()
file: tensor2tensor/data_generators/speech_recognition.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4888
unit: def input_space_id()
file: tensor2tensor/data_generators/speech_recognition.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4889
unit: def target_space_id()
file: tensor2tensor/data_generators/speech_recognition.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4890
unit: def num_reserved_ids()
file: tensor2tensor/data_generators/audio_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4891
unit: def decode_list()
file: tensor2tensor/data_generators/audio_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4892
unit: def vocab_size()
file: tensor2tensor/data_generators/audio_encoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4893
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 4894
unit: def has_inputs()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4895
unit: def num_train_shards()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4896
unit: def num_eval_shards()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4897
unit: def num_test_shards()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4898
unit: def num_series()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4899
unit: def num_input_timestamps()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4900
unit: def num_target_timestamps()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4901
unit: def timeseries_dataset()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4902
unit: def normalizing_constant()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 4903
unit: def num_train_shards()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4904
unit: def num_eval_shards()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4905
unit: def num_test_shards()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4906
unit: def num_series()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4907
unit: def num_input_timestamps()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4908
unit: def num_target_timestamps()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4909
unit: def has_inputs()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4910
unit: def num_input_timestamps()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4911
unit: def num_train_shards()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4912
unit: def num_eval_shards()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4913
unit: def num_series()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4914
unit: def num_input_timestamps()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4915
unit: def num_target_timestamps()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4916
unit: def normalizing_constant()
file: tensor2tensor/data_generators/timeseries.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4917
unit: def train_data_filenames()
file: tensor2tensor/data_generators/generator_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4918
unit: def dev_data_filenames()
file: tensor2tensor/data_generators/generator_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4919
unit: def test_data_filenames()
file: tensor2tensor/data_generators/generator_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4920
unit: def sharded_name()
file: tensor2tensor/data_generators/generator_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4921
unit: def can_fit()
file: tensor2tensor/data_generators/generator_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 4922
unit: def source_vocab_size()
file: tensor2tensor/data_generators/ice_parsing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4923
unit: def targeted_vocab_size()
file: tensor2tensor/data_generators/ice_parsing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4924
unit: def input_space_id()
file: tensor2tensor/data_generators/ice_parsing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4925
unit: def target_space_id()
file: tensor2tensor/data_generators/ice_parsing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4926
unit: def num_shards()
file: tensor2tensor/data_generators/ice_parsing.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4927
unit: def target()
file: tensor2tensor/data_generators/style_transfer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4928
unit: def source()
file: tensor2tensor/data_generators/style_transfer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4929
unit: def vocab_data_files()
file: tensor2tensor/data_generators/style_transfer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4930
unit: def approx_vocab_size()
file: tensor2tensor/data_generators/style_transfer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4931
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/style_transfer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4932
unit: def target()
file: tensor2tensor/data_generators/style_transfer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4933
unit: def source()
file: tensor2tensor/data_generators/style_transfer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4934
unit: def target()
file: tensor2tensor/data_generators/style_transfer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4935
unit: def source()
file: tensor2tensor/data_generators/style_transfer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4936
unit: def vocab_type()
file: tensor2tensor/data_generators/style_transfer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4937
unit: def vocab_type()
file: tensor2tensor/data_generators/style_transfer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4938
unit: def dataset_filename()
file: tensor2tensor/data_generators/celebahq.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4939
unit: def dataset_filename()
file: tensor2tensor/data_generators/celebahq.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4940
unit: def num_shards()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4941
unit: def use_subword_tokenizer()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4942
unit: def num_dev_shards()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4943
unit: def num_test_shards()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4944
unit: def use_train_shards_for_dev()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4945
unit: def training_filepaths()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4946
unit: def dev_filepaths()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4947
unit: def test_filepaths()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4948
unit: def generate_data()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4949
unit: def training_filepaths()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4950
unit: def dev_filepaths()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4951
unit: def test_filepaths()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4952
unit: def generate_data()
file: tensor2tensor/data_generators/librispeech.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4953
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4954
unit: def vocab_type()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4955
unit: def global_task_id()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4956
unit: def max_length()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4957
unit: def sequence_length()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4958
unit: def sequence_length()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4959
unit: def generate_encoded_samples()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 4960
unit: def sequence_length()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4961
unit: def sequence_length()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4962
unit: def sequence_length()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4963
unit: def sequence_length()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4964
unit: def sequence_length()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4965
unit: def sequence_length()
file: tensor2tensor/data_generators/enwik8.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4966
unit: def num_symbols()
file: tensor2tensor/data_generators/transduction_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4967
unit: def num_shards()
file: tensor2tensor/data_generators/transduction_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4968
unit: def is_generate_per_split()
file: tensor2tensor/data_generators/transduction_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4969
unit: def vocab_type()
file: tensor2tensor/data_generators/transduction_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4970
unit: def build_vocab()
file: tensor2tensor/data_generators/transduction_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 4971
unit: def transpose_sequence()
file: tensor2tensor/data_generators/transduction_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4972
unit: def transpose_sequence()
file: tensor2tensor/data_generators/transduction_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4973
unit: def num_symbols()
file: tensor2tensor/data_generators/transduction_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4974
unit: def transpose_sequence()
file: tensor2tensor/data_generators/transduction_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 4975
unit: def num_symbols()
file: tensor2tensor/data_generators/transduction_problems.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4976
unit: def train_shards()
file: tensor2tensor/data_generators/celeba.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4977
unit: def dev_shards()
file: tensor2tensor/data_generators/celeba.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4978
unit: def test_shards()
file: tensor2tensor/data_generators/celeba.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4979
unit: def dataset_filename()
file: tensor2tensor/data_generators/celeba.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4980
unit: def dataset_filename()
file: tensor2tensor/data_generators/celeba.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4981
unit: def num_channels()
file: tensor2tensor/data_generators/cifar.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4982
unit: def dataset_filename()
file: tensor2tensor/data_generators/cifar.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4983
unit: def dataset_filename()
file: tensor2tensor/data_generators/cifar.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4984
unit: def dataset_filename()
file: tensor2tensor/data_generators/cifar.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4985
unit: def dataset_filename()
file: tensor2tensor/data_generators/cifar.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4986
unit: def dataset_filename()
file: tensor2tensor/data_generators/cifar.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4987
unit: def num_classes()
file: tensor2tensor/data_generators/cifar.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4988
unit: def num_channels()
file: tensor2tensor/data_generators/cifar.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4989
unit: def dataset_filename()
file: tensor2tensor/data_generators/cifar.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 4990
unit: def dataset_filename()
file: tensor2tensor/data_generators/cifar.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

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unit: def dataset_filename()
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unit: def additional_training_datasets()
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id: 4997
unit: def use_vocab_from_other_problem()
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unit: def additional_training_datasets()
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unit: def use_vocab_from_other_problem()
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unit: def datatypes_to_clean()
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unit: def use_vocab_from_other_problem()
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unit: def additional_training_datasets()
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unit: def datatypes_to_clean()
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unit: def use_vocab_from_other_problem()
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unit: def additional_training_datasets()
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unit: def datatypes_to_clean()
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unit: def datatypes_to_clean()
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unit: def datatypes_to_clean()
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id: 5009
unit: def packed_length()
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unit: def use_vocab_from_other_problem()
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unit: def approx_vocab_size()
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unit: def packed_length()
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unit: def vocab_type()
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unit: def use_vocab_from_other_problem()
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unit: def packed_length()
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unit: def num_training_examples()
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id: 5018
unit: def inputs_prefix()
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unit: def targets_prefix()
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id: 5020
unit: def num_channels()
file: tensor2tensor/data_generators/image_lsun.py
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id: 5021
unit: def vocab_type()
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unit: def approx_vocab_size()
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id: 5023
unit: def use_small_dataset()
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unit: def approx_vocab_size()
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unit: def use_small_dataset()
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unit: def use_small_dataset()
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id: 5027
unit: def packed_length()
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unit: def use_vocab_from_other_problem()
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unit: def use_vocab_from_other_problem()
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unit: def already_shuffled()
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id: 5031
unit: def skip_random_fraction_when_training()
file: tensor2tensor/data_generators/translate_enfr.py
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unit: def backtranslate_data_filenames()
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id: 5033
unit: def backtranslate_data_filenames()
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id: 5034
unit: def vocab_type()
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unit: def use_small_dataset()
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unit: def use_small_dataset()
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unit: def use_small_dataset()
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unit: def use_vocab_from_other_problem()
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unit: def packed_length()
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id: 5040
unit: def num_training_examples()
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id: 5041
unit: def inputs_prefix()
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id: 5042
unit: def targets_prefix()
file: tensor2tensor/data_generators/translate_enfr.py
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id: 5043
unit: refresh()
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unit: def __str__()
file: tensor2tensor/insights/graph.py
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id: 5045
unit: def sequence_key()
file: tensor2tensor/insights/transformer_model.py
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id: 5046
unit: def load()
file: tensor2tensor/insights/server.py
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id: 5047
unit: def evaluate_model()
file: tensor2tensor/metrics/video_conditional_fvd.py
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id: 5048
unit: def problem()
file: tensor2tensor/problems_colab.py
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unit: def available()
file: tensor2tensor/problems_colab.py
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id: 5050
unit: def train_world_model()
file: tensor2tensor/rl/trainer_model_based.py
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id: 5051
unit: def reset()
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unit: def __str__()
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unit: def reset()
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unit: def action()
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id: 5055
unit: def reverse_action()
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id: 5056
unit: def reset_current_rollouts()
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id: 5057
unit: def _reset_state()
file: tensor2tensor/rl/dopamine_connector.py
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unit: def reset_current_rollouts()
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unit: def _reset_state()
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unit: def close()
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unit: def reset()
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file: tensor2tensor/rl/player_utils.py
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unit: def step()
file: tensor2tensor/rl/player_utils.py
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unit: def if_odd()
file: tensor2tensor/rl/player_utils.py
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unit: def observ_shape()
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unit: def __len__()
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unit: def _transform_history_observations()
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unit: def __str__()
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unit: def _transform_history_observations()
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unit: def __str__()
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unit: def rlmb_scheduled_sampling()
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id: 5113
unit: def rlmb_dropout_range()
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size: 2 LOC
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id: 5114
unit: def rlmb_intrinsic_reward_scale()
file: tensor2tensor/rl/trainer_model_based_params.py
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size: 2 LOC
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number of parameters: 1

id: 5115
unit: def rlmb_l1l2cutoff_range()
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size: 2 LOC
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number of parameters: 1

id: 5116
unit: def rlmb_xentcutoff_range()
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size: 2 LOC
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id: 5117
unit: def rlmb_dummy_range()
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id: 5118
unit: def _pack_step_tuples()
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id: 5119
unit: def _eval_fn_with_learner()
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unit: def evaluate_all_configs()
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id: 5121
unit: def should_apply_max_and_skip_env()
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id: 5122
unit: def act()
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id: 5123
unit: def estimate_value()
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id: 5124
unit: def action_distribution()
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unit: def estimate_value()
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unit: def reset()
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unit: def step()
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unit: def close()
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unit: def problem()
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unit: def shell_output()
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unit: def shell_run()
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unit: def format_cmd()
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unit: def default_region()
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unit: def default_project()
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unit: def job_dir()
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id: 5142
unit: def sample()
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unit: def mtf_model_fn()
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id: 5144
unit: def fgsm()
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unit: def madry()
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unit: def random()
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id: 5147
unit: def _legacy_sqrt_decay()
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id: 5148
unit: def params()
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unit: def global_step()
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unit: def create_slots()
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unit: def update_variable()
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unit: def get_name()
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unit: def __init__()
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unit: def _apply_dense()
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id: 5157
unit: def _resource_apply_dense()
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id: 5158
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unit: def _should_use_factored_second_moment_estimate()
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id: 5160
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id: 5164
unit: def adafactor_decay_rate_pow()
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unit: def train_hooks()
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unit: def problem_hparams()
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unit: def use_body_sharded()
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unit: def initialize_from_ckpt()
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unit: def create_train_host_call()
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id: 5180
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id: 5209
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id: 5242
unit: def master_dtype()
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id: 5243
unit: def slice_dtype()
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id: 5244
unit: def activation_dtype()
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id: 5245
unit: def body()
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unit: def layers()
file: tensor2tensor/models/resnet.py
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unit: def body()
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id: 5248
unit: def revnet_104()
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unit: def top()
file: tensor2tensor/models/distillation.py
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unit: def use_body_sharded()
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id: 5251
unit: def _apply_logic()
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unit: def __init__()
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unit: def get()
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id: 5254
unit: def get_layer_names()
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id: 5255
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unit: def __init__()
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unit: def __init__()
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id: 5258
unit: def num_params()
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unit: def __init__()
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unit: def __init__()
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unit: def num_params()
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id: 5262
unit: def _determine_encoder_cell_index()
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unit: def __init__()
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unit: def num_params()
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id: 5265
unit: def num_params()
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id: 5266
unit: def get_activation_names()
file: tensor2tensor/models/neural_architecture_search/nas_model.py
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id: 5267
unit: def combined_output_dim()
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number of parameters: 2

id: 5268
unit: def combined_output_dim()
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size: 2 LOC
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number of parameters: 2

id: 5269
unit: def _beam_decode()
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id: 5270
unit: def autoregressive()
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number of parameters: 1

id: 5271
unit: def mtr_lm_dense_0()
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id: 5272
unit: def mtr_lm_dense_1()
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id: 5273
unit: def mtr_tr_dense_0()
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id: 5274
unit: def mtr_tr_dense_1()
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size: 2 LOC
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id: 5275
unit: def mtr_tr_dense_local_0()
file: tensor2tensor/models/mtf_transformer2.py
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id: 5276
unit: def model()
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id: 5277
unit: def outputs_vocab_dim()
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number of parameters: 1

id: 5278
unit: def pos_dim()
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number of parameters: 1

id: 5279
unit: def rows_dim()
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number of parameters: 1

id: 5280
unit: def orig_cols_dim()
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number of parameters: 1

id: 5281
unit: def channels_dim()
file: tensor2tensor/models/mtf_image_transformer.py
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number of parameters: 1

id: 5282
unit: def model_dim()
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number of parameters: 1

id: 5283
unit: def heads_dim()
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number of parameters: 1

id: 5284
unit: def kv_dim()
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number of parameters: 1

id: 5285
unit: def feedforward_dim()
file: tensor2tensor/models/mtf_image_transformer.py
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number of parameters: 1

id: 5286
unit: def maybe_flatten4d2d()
file: tensor2tensor/models/research/transformer_seq2edits.py
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number of parameters: 1

id: 5287
unit: def reverse_gradient()
file: tensor2tensor/models/research/autoencoders.py
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number of parameters: 2

id: 5288
unit: def xmoe2_dense_0()
file: tensor2tensor/models/research/moe_experiments.py
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number of parameters: 0

id: 5289
unit: def xmoe2_dense_1()
file: tensor2tensor/models/research/moe_experiments.py
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id: 5290
unit: def xmoe2_dense_2()
file: tensor2tensor/models/research/moe_experiments.py
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id: 5291
unit: def xmoe2_dense_3()
file: tensor2tensor/models/research/moe_experiments.py
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id: 5292
unit: def is_training()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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id: 5293
unit: def is_evaluating()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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id: 5294
unit: def is_predicting()
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id: 5295
unit: def body()
file: tensor2tensor/models/research/transformer_vae_flow_prior.py
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number of parameters: 3

id: 5296
unit: def default_initializer()
file: tensor2tensor/models/research/glow_ops.py
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number of parameters: 1

id: 5297
unit: def get_eps()
file: tensor2tensor/models/research/glow_ops.py
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number of parameters: 2

id: 5298
unit: def set_eps()
file: tensor2tensor/models/research/glow_ops.py
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number of parameters: 2

id: 5299
unit: def _beam_decode()
file: tensor2tensor/models/research/transformer_parallel.py
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number of parameters: 6

id: 5300
unit: def output_size()
file: tensor2tensor/models/research/neural_stack.py
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number of parameters: 1

id: 5301
unit: def _should_preprocess()
file: tensor2tensor/models/research/aligned.py
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id: 5302
unit: def _should_postprocess()
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id: 5303
unit: def use_body_sharded()
file: tensor2tensor/models/research/aligned.py
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number of parameters: 0

id: 5304
unit: def reverse_shuffle_layer()
file: tensor2tensor/models/research/shuffle_network.py
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id: 5305
unit: def top()
file: tensor2tensor/models/research/similarity_transformer.py
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number of parameters: 3

id: 5306
unit: def inv_sigmoid()
file: tensor2tensor/models/research/residual_shuffle_exchange.py
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number of parameters: 1

id: 5307
unit: def make_real_env_fn()
file: tensor2tensor/models/research/rl.py
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id: 5308
unit: def rlmf_5runs()
file: tensor2tensor/models/research/rl.py
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id: 5309
unit: def loss()
file: tensor2tensor/models/research/rl.py
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id: 5310
unit: def frame_height()
file: tensor2tensor/models/research/rl.py
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id: 5311
unit: def frame_width()
file: tensor2tensor/models/research/rl.py
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id: 5312
unit: def num_actions()
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id: 5313
unit: def use_body_sharded()
file: tensor2tensor/models/research/attention_lm_moe.py
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id: 5314
unit: def init_preprocess()
file: tensor2tensor/models/research/glow.py
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id: 5315
unit: def is_training()
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number of parameters: 1

id: 5316
unit: def use_body_sharded()
file: tensor2tensor/models/research/transformer_moe.py
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number of parameters: 0

id: 5317
unit: def expected_output_shape()
file: tensor2tensor/models/video/savp.py
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number of parameters: 5

id: 5318
unit: def is_recurrent_model()
file: tensor2tensor/models/video/basic_recurrent.py
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number of parameters: 1

id: 5319
unit: def is_recurrent_model()
file: tensor2tensor/models/video/sv2p.py
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number of parameters: 1

id: 5320
unit: def next_frame_xent_cutoff_range()
file: tensor2tensor/models/video/basic_deterministic_params.py
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number of parameters: 1

id: 5321
unit: def flat_lists()
file: tensor2tensor/models/video/base.py
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id: 5322
unit: def is_recurrent_model()
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id: 5323
unit: def init_internal_states()
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id: 5324
unit: def reset_internal_states_ops()
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number of parameters: 1

id: 5325
unit: def load_internal_states_ops()
file: tensor2tensor/models/video/base.py
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number of parameters: 1

id: 5326
unit: def save_internal_states_ops()
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id: 5327
unit: def _target_modality()
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McCabe index: 1
number of parameters: 1

id: 5328
unit: def is_per_pixel_softmax()
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number of parameters: 1

id: 5329
unit: def is_recurrent_model()
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number of parameters: 1

id: 5330
unit: def should_run_session()
file: tensor2tensor/models/video/nfg_test_utils.py
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number of parameters: 2

id: 5331
unit: def is_recurrent_model()
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number of parameters: 1

id: 5332
unit: def init_preprocess()
file: tensor2tensor/models/video/next_frame_glow.py
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number of parameters: 2

id: 5333
unit: def preprocess()
file: tensor2tensor/models/video/next_frame_glow.py
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number of parameters: 2

id: 5334
unit: def __init__()
file: tensor2tensor/models/video/base_vae.py
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number of parameters: 2

id: 5335
unit: def peak_signal_to_noise_ratio()
file: tensor2tensor/models/video/epva.py
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McCabe index: 1
number of parameters: 2

id: 5336
unit: def l1_error()
file: tensor2tensor/models/video/epva.py
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McCabe index: 1
number of parameters: 2

id: 5337
unit: def _capped_double_heads()
file: tensor2tensor/models/evolved_transformer.py
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number of parameters: 2

id: 5338
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number of parameters: 0

id: 5339
unit: def evolved_transformer_big()
file: tensor2tensor/models/evolved_transformer.py
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number of parameters: 0

id: 5340
unit: def lstm_attention()
file: tensor2tensor/models/lstm.py
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McCabe index: 1
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id: 5341
unit: def lrelu()
file: tensor2tensor/models/vanilla_gan.py
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McCabe index: 1
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id: 5342
unit: def reverse_gradient()
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McCabe index: 1
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id: 5343
unit: def losses()
file: tensor2tensor/models/vanilla_gan.py
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McCabe index: 1
number of parameters: 3

id: 5344
unit: def top()
file: tensor2tensor/models/vanilla_gan.py
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McCabe index: 1
number of parameters: 3

id: 5345
unit: virtual ~SubwordTextEncoder()
file: tensor2tensor/data_generators/ops/subword_text_encoder.h
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McCabe index: 1
number of parameters: 0

id: 5346
unit: def num_params()
file: tensor2tensor/models/neural_architecture_search/nas_layers.py
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id: 5347
unit: def combine_tensors()
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McCabe index: 1
number of parameters: 2

id: 5348
unit: def combined_output_dim()
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