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id: 5
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id: 6
unit: def sample_model()
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id: 9
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id: 11
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id: 12
unit: def bs_adafactor()
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id: 13
unit: def iter_data_mpi()
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id: 14
unit: def model()
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id: 17
unit: def sparse_attention()
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id: 18
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id: 22
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id: 23
unit: def cutout()
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id: 24
unit: def distort_image_with_randaugment()
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id: 25
unit: def jigsaw()
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id: 26
unit: def level_to_arg()
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id: 27
unit: def permute_arbitrarily()
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id: 28
unit: def cifar10()
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id: 29
unit: def equalize()
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id: 30
unit: def build_and_apply_nas_policy()
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id: 31
unit: def tf_print()
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id: 32
unit: def sharpness()
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id: 33
unit: def sample()
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id: 34
unit: def color_swap()
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id: 35
unit: def autocontrast()
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id: 36
unit: def f32_storage_getter()
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id: 37
unit: def linear()
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id: 38
unit: def get_losses()
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id: 39
unit: def eval()
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id: 40
unit: def post_attention()
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id: 41
unit: def tile_images()
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id: 42
unit: def rotate()
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id: 43
unit: def transpose()
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id: 44
unit: def reverse()
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id: 45
unit: def mpi_dtype()
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id: 46
unit: def decode()
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id: 47
unit: def blend()
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id: 48
unit: def add_position_embedding()
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id: 49
unit: def remap_c()
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id: 50
unit: def remap_jigsaw()
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id: 51
unit: def draw()
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id: 52
unit: def unwrap()
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id: 53
unit: def parse_args_and_update_hparams()
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id: 54
unit: def _apply_func_with_prob()
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id: 55
unit: def residual_dropout()
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id: 56
unit: def get_logits()
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id: 57
unit: def sample_augmentation_type()
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id: 58
unit: def log_gradient_values()
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id: 59
unit: def data_aug()
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id: 60
unit: def autoaugment_conditioning()
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id: 61
unit: def group_allreduce()
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id: 62
unit: def contrast()
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id: 63
unit: def _parse_policy_info()
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id: 64
unit: def distort_image_with_autoaugment()
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id: 65
unit: def warmup_linear_decay()
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id: 66
unit: def mpi_init()
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id: 67
unit: def mpi_allgather()
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id: 68
unit: def initialize_image_embedding()
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id: 69
unit: def maybe_download()
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id: 70
unit: def backup_files()
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id: 71
unit: def select_and_apply_random_policy()
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id: 72
unit: def norm()
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id: 73
unit: def warmup_cosine()
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id: 74
unit: def get_session()
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id: 75
unit: def check_identical()
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id: 76
unit: def is_gcp()
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id: 77
unit: def prereduce_size()
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id: 78
unit: def get_dataset()
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id: 79
unit: def unpickle_cifar10()
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id: 80
unit: def upload_to_gcp()
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id: 81
unit: def wait_until_synced()
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id: 82
unit: def get_variables()
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id: 83
unit: def get_data()
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id: 84
unit: def get_optimizer()
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id: 85
unit: def __getattr__()
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id: 86
unit: def gpus_per_node()
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id: 87
unit: def save_params()
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id: 88
unit: def policy_vtest()
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id: 89
unit: def rotate()
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id: 90
unit: def wrap()
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id: 91
unit: def _shrink_level_to_arg()
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id: 92
unit: def split_states()
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id: 93
unit: def num_nodes()
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id: 94
unit: def allreduce()
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id: 95
unit: def preprocess()
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id: 96
unit: def shape_list()
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id: 97
unit: def solarize_add()
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number of parameters: 3

id: 98
unit: def shear_x()
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id: 99
unit: def shear_y()
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id: 100
unit: def _randomly_negate_tensor()
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id: 101
unit: def _rotate_level_to_arg()
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id: 102
unit: def _shear_level_to_arg()
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id: 103
unit: def _translate_level_to_arg()
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number of parameters: 2

id: 104
unit: def merge_states()
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id: 105
unit: def embedding_dropout()
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id: 106
unit: def __init__()
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id: 107
unit: def sync_variables()
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id: 108
unit: def get_git_revision()
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number of parameters: 0

id: 109
unit: def rsync_data()
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id: 110
unit: def load_variables_from_file()
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number of parameters: 5

id: 111
unit: def color()
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id: 112
unit: def brightness()
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id: 113
unit: def posterize()
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id: 114
unit: def translate_x()
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id: 115
unit: def translate_y()
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id: 116
unit: def invert()
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id: 117
unit: def split_heads()
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id: 118
unit: def merge_heads()
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id: 119
unit: def reset()
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id: 120
unit: def __setattr__()
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id: 121
unit: def random_or_zeros_init()
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id: 122
unit: def constant_or_zeros_init()
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id: 123
unit: def zeros_init()
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id: 124
unit: def num_comms()
file: mpi_utils.py
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id: 125
unit: def mpi_size()
file: mpi_utils.py
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id: 126
unit: def mpi_rank()
file: mpi_utils.py
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id: 127
unit: def local_mpi_rank()
file: mpi_utils.py
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id: 128
unit: def mpi_barrier()
file: mpi_utils.py
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id: 129
unit: def samples_to_image()
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id: 130
unit: def ref()
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id: 131
unit: def oth()
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id: 132
unit: def flatten()
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number of parameters: 1

id: 133
unit: def go_over()
file: utils.py
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number of parameters: 1

id: 134
unit: def solarize()
file: autoaugment.py
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number of parameters: 2

id: 135
unit: def _enhance_level_to_arg()
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number of parameters: 1

id: 136
unit: def identity()
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number of parameters: 4