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end line: 0 size: 29 LOC McCabe index: 5 number of parameters: 4 id: 17 unit: def main() file: main_cls.py start line: 0 end line: 0 size: 26 LOC McCabe index: 8 number of parameters: 0 id: 18 unit: def main() file: main_lincls.py start line: 0 end line: 0 size: 24 LOC McCabe index: 7 number of parameters: 0 id: 19 unit: def __init__() file: utils/LARS.py start line: 0 end line: 0 size: 23 LOC McCabe index: 9 number of parameters: 8 id: 20 unit: def forward() file: models/moco.py start line: 0 end line: 0 size: 23 LOC McCabe index: 7 number of parameters: 3 id: 21 unit: def _make_layer() file: backbone/resnet.py start line: 0 end line: 0 size: 21 LOC McCabe index: 5 number of parameters: 6 id: 22 unit: def __init__() file: models/moco.py start line: 0 end line: 0 size: 21 LOC McCabe index: 4 number of parameters: 8 id: 23 unit: def main() file: main_fixmatch.py start line: 0 end line: 0 size: 21 LOC McCabe index: 7 number of parameters: 0 id: 24 unit: def main() file: main_moco.py start line: 0 end line: 0 size: 21 LOC McCabe index: 7 number of parameters: 0 id: 25 unit: def main() file: main_byol.py start line: 0 end line: 0 size: 20 LOC McCabe index: 7 number of parameters: 0 id: 26 unit: def get_imagenet_ssl_random() file: main_fixmatch.py start line: 0 end line: 0 size: 19 LOC McCabe index: 1 number of parameters: 6 id: 27 unit: def forward() file: models/fixmatch.py start line: 0 end line: 0 size: 18 LOC McCabe index: 5 number of parameters: 4 id: 28 unit: def my_augment_pool() file: data/randaugment.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 0 id: 29 unit: def imagenet_augment_pool() file: data/randaugment.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 0 id: 30 unit: def get_imagenet_ssl() file: main_fixmatch.py start line: 0 end line: 0 size: 17 LOC McCabe index: 1 number of parameters: 7 id: 31 unit: def adjust_learning_rate() file: main_cls.py start line: 0 end line: 0 size: 17 LOC McCabe index: 7 number of parameters: 3 id: 32 unit: def __init__() file: backbone/resnet.py start line: 0 end line: 0 size: 16 LOC McCabe index: 6 number of parameters: 9 id: 33 unit: def fixmatch_augment_pool() file: data/randaugment.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 0 id: 34 unit: def __init__() file: backbone/resnet.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 9 id: 35 unit: def forward() file: backbone/resnet.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 2 id: 36 unit: def _forward_impl() file: backbone/resnet.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 2 id: 37 unit: def collect_params() file: main_byol.py start line: 0 end line: 0 size: 15 LOC McCabe index: 6 number of parameters: 2 id: 38 unit: def __init__() file: backbone/resnet.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 11 id: 39 unit: def sanity_check() file: main_lincls.py start line: 0 end line: 0 size: 14 LOC McCabe index: 6 number of parameters: 3 id: 40 unit: def init_weights() file: utils/init.py start line: 0 end line: 0 size: 14 LOC McCabe index: 7 number of parameters: 2 id: 41 unit: def get_norm() file: utils/batch_norm.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 1 id: 42 unit: def __init__() file: models/byol.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 7 id: 43 unit: def __init__() file: models/fixmatch.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 6 id: 44 unit: def CutoutAbs() file: data/randaugment.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 3 id: 45 unit: def x_u_split() file: main_fixmatch.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 3 id: 46 unit: def forward() file: backbone/resnet.py start line: 0 end line: 0 size: 12 LOC 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start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 2 id: 62 unit: def save_checkpoint() file: utils/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 6 number of parameters: 5 id: 63 unit: def _momentum_update_key_encoder() file: models/moco.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 1 id: 64 unit: def __init__() file: data/randaugment.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 4 id: 65 unit: def batch_unshuffle_ddp() file: utils/dist_utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 66 unit: def _dequeue_and_enqueue() file: models/moco.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 67 unit: def __init__() file: data/datasets.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 7 id: 68 unit: def __call__() file: data/randaugment.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 69 unit: def __call__() file: data/randaugment.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 70 unit: def warmup_learning_rate() file: utils/lr_schedule.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 4 id: 71 unit: def get_byol_model() file: models/byol.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 72 unit: def build_hidden_head() file: models/moco.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 73 unit: def get_moco_model() file: models/moco.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 74 unit: def adjust_learning_rate() file: main_lincls.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 3 id: 75 unit: def concat_all_gather() file: utils/dist_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 76 unit: def is_dist_avail_and_initialized() file: utils/dist_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 0 id: 77 unit: def __init__() file: models/byol.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 6 id: 78 unit: def loss_func() file: models/byol.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 79 unit: def get_fixmatch_model() file: models/fixmatch.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 80 unit: def Cutout() file: data/randaugment.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 81 unit: def TranslateX() file: data/randaugment.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 82 unit: def TranslateY() file: data/randaugment.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 83 unit: def __init__() file: data/randaugment.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 84 unit: def __init__() file: data/randaugment.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 85 unit: def reset() file: utils/utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 86 unit: def update() file: utils/utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 87 unit: def momentum_update() file: models/byol.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 3 id: 88 unit: def __init__() file: models/fixmatch.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 89 unit: def Rotate() file: data/randaugment.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 4 id: 90 unit: def ShearX() file: data/randaugment.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 4 id: 91 unit: def ShearY() file: data/randaugment.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 4 id: 92 unit: def save_checkpoint() file: main_lincls.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 3 id: 93 unit: def __setstate__() file: utils/LARS.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 94 unit: def __init__() file: utils/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 95 unit: def __init__() file: utils/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 96 unit: def display() file: utils/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 97 unit: def _get_batch_fmtstr() file: utils/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 98 unit: def __init__() file: utils/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 99 unit: def get_world_size() file: utils/dist_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 0 id: 100 unit: def get_rank() file: utils/dist_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 0 id: 101 unit: def c2_xavier_fill() file: utils/init.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 102 unit: def c2_msra_fill() file: utils/init.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 103 unit: def normal_init() file: utils/init.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 104 unit: def forward() file: models/byol.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 105 unit: def forward() file: models/fixmatch.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 106 unit: def __call__() file: data/randaugment.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 107 unit: def __call__() file: data/transforms.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 108 unit: def __call__() file: data/transforms.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 109 unit: def save_checkpoint() file: main_fixmatch.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 3 id: 110 unit: def save_checkpoint() file: main_cls.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 3 id: 111 unit: def conv3x3() file: backbone/resnet.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 5 id: 112 unit: def resnet18_encoder() file: backbone/resnet.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 113 unit: def resnet34_encoder() file: backbone/resnet.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 114 unit: def resnet50_encoder() file: backbone/resnet.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 115 unit: def resnet50w2x_cls() file: backbone/resnet.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 116 unit: def resnet101_encoder() file: backbone/resnet.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 117 unit: def __str__() file: utils/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 118 unit: def __str__() file: utils/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 119 unit: def forward() file: models/byol.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 120 unit: def _momentum_update_key_encoder() file: models/moco.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 121 unit: def __init__() file: models/moco.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 8 id: 122 unit: def Brightness() file: data/randaugment.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 123 unit: def Color() file: data/randaugment.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 124 unit: def Contrast() file: data/randaugment.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 125 unit: def Posterize() file: data/randaugment.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 126 unit: def Sharpness() file: data/randaugment.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 127 unit: def Solarize() file: data/randaugment.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 128 unit: def __repr__() file: data/transforms.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 129 unit: def get_transforms() file: data/transforms.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 130 unit: def __init__() file: data/transforms.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 131 unit: def conv1x1() file: backbone/resnet.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 132 unit: def forward() file: backbone/resnet.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 133 unit: def resnet50w2x_encoder() file: backbone/resnet.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 134 unit: def update() file: utils/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 135 unit: def init_weights() file: models/byol.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 136 unit: def AutoContrast() file: data/randaugment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 137 unit: def Equalize() file: data/randaugment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 138 unit: def Identity() file: data/randaugment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 139 unit: def Invert() file: data/randaugment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 140 unit: def __init__() file: data/randaugment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 141 unit: def __init__() file: data/randaugment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 142 unit: def __call__() file: data/randaugment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 143 unit: def __repr__() file: data/randaugment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 144 unit: def _float_parameter() file: data/randaugment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 145 unit: def _int_parameter() file: data/randaugment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 146 unit: def __repr__() file: data/randaugment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 147 unit: def __init__() file: data/transforms.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 148 unit: def __call__() file: data/transforms.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 149 unit: def __init__() file: data/transforms.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3