id: 1 unit: def __init__() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 337 LOC McCabe index: 92 number of parameters: 4 id: 2 unit: def benchmark_with_session() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 195 LOC McCabe index: 59 number of parameters: 9 id: 3 unit: def add_benchmark_parser_arguments() file: perfzero/lib/perfzero/perfzero_config.py start line: 0 end line: 0 size: 178 LOC McCabe index: 1 number of parameters: 1 id: 4 unit: def _run_internal() file: perfzero/lib/perfzero/benchmark_method_runner.py start line: 0 end line: 0 size: 112 LOC McCabe index: 12 number of parameters: 7 id: 5 unit: def benchmark_one_step() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 98 LOC McCabe index: 36 number of parameters: 15 id: 6 unit: def parse_arguments() file: perfzero/lib/cloud_manager.py start line: 0 end line: 0 size: 98 LOC McCabe index: 5 number of parameters: 2 id: 7 unit: def conv() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 91 LOC McCabe index: 20 number of parameters: 14 id: 8 unit: def _benchmark_graph() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 90 LOC McCabe index: 30 number of parameters: 3 id: 9 unit: def expanded_conv() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_conv_blocks.py start line: 0 end line: 0 size: 90 LOC McCabe index: 19 number of parameters: 3 id: 10 unit: def ssd_decode_and_crop() file: scripts/tf_cnn_benchmarks/ssd_dataloader.py start line: 0 end line: 0 size: 88 LOC McCabe index: 5 number of parameters: 4 id: 11 unit: def _build_nasnet_base() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 82 LOC McCabe index: 24 number of parameters: 8 id: 12 unit: def postprocess() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 77 LOC McCabe index: 18 number of parameters: 2 id: 13 unit: def add_setup_parser_arguments() file: perfzero/lib/perfzero/perfzero_config.py start line: 0 end line: 0 size: 76 LOC McCabe index: 5 number of parameters: 1 id: 14 unit: def _preprocess_graph() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 75 LOC McCabe index: 6 number of parameters: 3 id: 15 unit: def train_image() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 75 LOC McCabe index: 10 number of parameters: 11 id: 16 unit: def _eval_once() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 69 LOC McCabe index: 18 number of parameters: 7 id: 17 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/inception_model.py start line: 0 end line: 0 size: 66 LOC McCabe index: 3 number of parameters: 2 id: 18 unit: def mobilenet_base() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 66 LOC McCabe index: 12 number of parameters: 8 id: 19 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 65 LOC McCabe index: 4 number of parameters: 2 id: 20 unit: def create_config_proto() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 60 LOC McCabe index: 18 number of parameters: 1 id: 21 unit: def create_dataset() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 58 LOC McCabe index: 7 number of parameters: 13 id: 22 unit: def batch_all_reduce() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 56 LOC McCabe index: 15 number of parameters: 6 id: 23 unit: def build_execution_summary() file: perfzero/lib/perfzero/report_utils.py start line: 0 end line: 0 size: 56 LOC McCabe index: 12 number of parameters: 15 id: 24 unit: def minibatch() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 55 LOC McCabe index: 10 number of parameters: 5 id: 25 unit: def create_dataset() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 53 LOC McCabe index: 11 number of parameters: 13 id: 26 unit: def create_dataset() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 52 LOC McCabe index: 7 number of parameters: 13 id: 27 unit: def sum_gradients_all_reduce() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 52 LOC McCabe index: 17 number of parameters: 10 id: 28 unit: def _build_graph() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 50 LOC McCabe index: 18 number of parameters: 1 id: 29 unit: def preprocess() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 48 LOC McCabe index: 6 number of parameters: 2 id: 30 unit: def upload_execution_summary() file: perfzero/lib/perfzero/report_utils.py start line: 0 end line: 0 size: 48 LOC McCabe index: 9 number of parameters: 3 id: 31 unit: def get_learning_rate() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 45 LOC McCabe index: 14 number of parameters: 5 id: 32 unit: def eval_image() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 43 LOC McCabe index: 2 number of parameters: 6 id: 33 unit: def sum_grad_and_var_all_reduce() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 43 LOC McCabe index: 12 number of parameters: 7 id: 34 unit: def __init__() file: perfzero/lib/perfzero/perfzero_config.py start line: 0 end line: 0 size: 42 LOC McCabe index: 9 number of parameters: 3 id: 35 unit: def _do_batch_all_reduce() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 41 LOC McCabe index: 6 number of parameters: 2 id: 36 unit: def _create_docker_image() file: perfzero/lib/setup.py start line: 0 end line: 0 size: 41 LOC McCabe index: 1 number of parameters: 4 id: 37 unit: def residual_block() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 40 LOC McCabe index: 7 number of parameters: 5 id: 38 unit: def distort_color() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 39 LOC McCabe index: 6 number of parameters: 4 id: 39 unit: def build_nasnet_mobile() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 39 LOC McCabe index: 5 number of parameters: 6 id: 40 unit: def build_nasnet_large() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 39 LOC McCabe index: 5 number of parameters: 6 id: 41 unit: def decode_single() file: scripts/tf_cnn_benchmarks/coco_metric.py start line: 0 end line: 0 size: 38 LOC McCabe index: 6 number of parameters: 5 id: 42 unit: def get_post_init_ops() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 38 LOC McCabe index: 12 number of parameters: 1 id: 43 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/inception_model.py start line: 0 end line: 0 size: 38 LOC McCabe index: 4 number of parameters: 2 id: 44 unit: def minibatch() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 37 LOC McCabe index: 5 number of parameters: 5 id: 45 unit: def minibatch() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 37 LOC McCabe index: 11 number of parameters: 5 id: 46 unit: def inception_module() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 37 LOC McCabe index: 13 number of parameters: 5 id: 47 unit: def build_network() file: scripts/tf_cnn_benchmarks/models/experimental/official_ncf_model.py start line: 0 end line: 0 size: 37 LOC McCabe index: 4 number of parameters: 4 id: 48 unit: def _pool() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 36 LOC McCabe index: 5 number of parameters: 10 id: 49 unit: def affine() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 36 LOC McCabe index: 8 number of parameters: 7 id: 50 unit: def build_nasnet_cifar() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 36 LOC McCabe index: 4 number of parameters: 5 id: 51 unit: def split_separable_conv2d() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_conv_blocks.py start line: 0 end line: 0 size: 36 LOC McCabe index: 3 number of parameters: 8 id: 52 unit: def mobilenet() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 36 LOC McCabe index: 5 number of parameters: 7 id: 53 unit: def __call__() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 36 LOC McCabe index: 2 number of parameters: 7 id: 54 unit: def preprocess_device_grads() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 35 LOC McCabe index: 7 number of parameters: 2 id: 55 unit: def parse_all_reduce_spec() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 35 LOC McCabe index: 8 number of parameters: 1 id: 56 unit: def bottleneck_block_v1_5() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 35 LOC McCabe index: 3 number of parameters: 4 id: 57 unit: def accuracy_function() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 35 LOC McCabe index: 6 number of parameters: 3 id: 58 unit: def build_multi_device_iterator() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 34 LOC McCabe index: 2 number of parameters: 8 id: 59 unit: def __init__() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 34 LOC McCabe index: 2 number of parameters: 13 id: 60 unit: def _batch_norm_without_layers() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 34 LOC McCabe index: 5 number of parameters: 5 id: 61 unit: def bottleneck_block_v2() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 34 LOC McCabe index: 3 number of parameters: 4 id: 62 unit: def download_data() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 34 LOC McCabe index: 11 number of parameters: 1 id: 63 unit: def bottleneck_block_v1() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 33 LOC McCabe index: 3 number of parameters: 4 id: 64 unit: def print_info() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 32 LOC McCabe index: 10 number of parameters: 1 id: 65 unit: def minibatch() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 32 LOC McCabe index: 7 number of parameters: 5 id: 66 unit: def __init__() file: scripts/tf_cnn_benchmarks/ssd_dataloader.py start line: 0 end line: 0 size: 32 LOC McCabe index: 8 number of parameters: 1 id: 67 unit: def _apply_drop_path() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 32 LOC McCabe index: 9 number of parameters: 5 id: 68 unit: def build_network() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 31 LOC McCabe index: 2 number of parameters: 4 id: 69 unit: def build_network() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 31 LOC McCabe index: 10 number of parameters: 4 id: 70 unit: def mobilenet() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_v2.py start line: 0 end line: 0 size: 31 LOC McCabe index: 3 number of parameters: 9 id: 71 unit: def _setup() file: perfzero/lib/benchmark.py start line: 0 end line: 0 size: 31 LOC McCabe index: 2 number of parameters: 1 id: 72 unit: def run_benchmark() file: perfzero/lib/benchmark.py start line: 0 end line: 0 size: 31 LOC McCabe index: 4 number of parameters: 1 id: 73 unit: def minibatch_fn() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 30 LOC McCabe index: 2 number of parameters: 13 id: 74 unit: def minibatch() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 30 LOC McCabe index: 6 number of parameters: 5 id: 75 unit: def batch_norm() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 30 LOC McCabe index: 5 number of parameters: 5 id: 76 unit: def run_graph() file: scripts/tf_cnn_benchmarks/all_reduce_benchmark.py start line: 0 end line: 0 size: 30 LOC McCabe index: 7 number of parameters: 4 id: 77 unit: def get_git_repo_info() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 30 LOC McCabe index: 7 number of parameters: 1 id: 78 unit: def parse_and_preprocess() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 29 LOC McCabe index: 1 number of parameters: 3 id: 79 unit: def build_all_reduce_iterations() file: scripts/tf_cnn_benchmarks/all_reduce_benchmark.py start line: 0 end line: 0 size: 29 LOC McCabe index: 7 number of parameters: 4 id: 80 unit: def factorized_reduction() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 29 LOC McCabe index: 5 number of parameters: 4 id: 81 unit: def _run_eval() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 28 LOC McCabe index: 6 number of parameters: 1 id: 82 unit: def ssd_parse_example_proto() file: scripts/tf_cnn_benchmarks/ssd_dataloader.py start line: 0 end line: 0 size: 28 LOC McCabe index: 1 number of parameters: 1 id: 83 unit: def __call__() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 28 LOC McCabe index: 5 number of parameters: 5 id: 84 unit: def pack_small_tensors() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 28 LOC McCabe index: 8 number of parameters: 3 id: 85 unit: def _stacked_separable_conv() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 28 LOC McCabe index: 3 number of parameters: 4 id: 86 unit: def _print_diff_report() file: perfzero/dockertest/diff_benchmarks.py start line: 0 end line: 0 size: 28 LOC McCabe index: 9 number of parameters: 1 id: 87 unit: def append_gradients_with_loss_scale() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 27 LOC McCabe index: 10 number of parameters: 4 id: 88 unit: def build_collective_reduce() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 27 LOC McCabe index: 7 number of parameters: 5 id: 89 unit: def visualize() file: perfzero/scripts/plot_process_info.py start line: 0 end line: 0 size: 27 LOC McCabe index: 9 number of parameters: 1 id: 90 unit: def build_benchmark_result() file: perfzero/lib/perfzero/report_utils.py start line: 0 end line: 0 size: 27 LOC McCabe index: 8 number of parameters: 3 id: 91 unit: def _get_amd_gpu_info() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 27 LOC McCabe index: 6 number of parameters: 0 id: 92 unit: def loss_function() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 26 LOC McCabe index: 1 number of parameters: 3 id: 93 unit: def parse_example_proto() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 25 LOC McCabe index: 2 number of parameters: 1 id: 94 unit: def __init__() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 25 LOC McCabe index: 6 number of parameters: 7 id: 95 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 25 LOC McCabe index: 5 number of parameters: 4 id: 96 unit: def training_scope() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 25 LOC McCabe index: 4 number of parameters: 5 id: 97 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/googlenet_model.py start line: 0 end line: 0 size: 24 LOC McCabe index: 1 number of parameters: 2 id: 98 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 24 LOC McCabe index: 10 number of parameters: 2 id: 99 unit: def _configure_tpu_version() file: perfzero/lib/perfzero/tpu_runtime_utils.py start line: 0 end line: 0 size: 24 LOC McCabe index: 4 number of parameters: 3 id: 100 unit: def get_optimizer() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 23 LOC McCabe index: 5 number of parameters: 2 id: 101 unit: def nasnet_cifar_arg_scope() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 23 LOC McCabe index: 2 number of parameters: 3 id: 102 unit: def nasnet_mobile_arg_scope() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 23 LOC McCabe index: 2 number of parameters: 3 id: 103 unit: def nasnet_large_arg_scope() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 23 LOC McCabe index: 2 number of parameters: 3 id: 104 unit: def _imagenet_stem() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 23 LOC McCabe index: 2 number of parameters: 3 id: 105 unit: def _apply_conv_operation() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 23 LOC McCabe index: 12 number of parameters: 5 id: 106 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 23 LOC McCabe index: 11 number of parameters: 6 id: 107 unit: def _run_benchmarks_trial() file: perfzero/lib/benchmark.py start line: 0 end line: 0 size: 23 LOC McCabe index: 2 number of parameters: 5 id: 108 unit: def _update_process_info() file: perfzero/lib/perfzero/process_info_tracker.py start line: 0 end line: 0 size: 23 LOC McCabe index: 4 number of parameters: 1 id: 109 unit: def read_data_files() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 22 LOC McCabe index: 9 number of parameters: 2 id: 110 unit: def __init__() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 22 LOC McCabe index: 2 number of parameters: 8 id: 111 unit: def run_benchmark() file: scripts/tf_cnn_benchmarks/all_reduce_benchmark.py start line: 0 end line: 0 size: 22 LOC McCabe index: 5 number of parameters: 2 id: 112 unit: def extract_ranges() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 22 LOC McCabe index: 7 number of parameters: 2 id: 113 unit: def _construct_vgg() file: scripts/tf_cnn_benchmarks/models/vgg_model.py start line: 0 end line: 0 size: 22 LOC McCabe index: 6 number of parameters: 2 id: 114 unit: def split_conv() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_conv_blocks.py start line: 0 end line: 0 size: 22 LOC McCabe index: 3 number of parameters: 6 id: 115 unit: def _collect_backbone_vars() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 22 LOC McCabe index: 9 number of parameters: 1 id: 116 unit: def setup_tpu() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 22 LOC McCabe index: 3 number of parameters: 1 id: 117 unit: def get_piecewise_learning_rate() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 21 LOC McCabe index: 6 number of parameters: 3 id: 118 unit: def _log_benchmark_run() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 21 LOC McCabe index: 3 number of parameters: 1 id: 119 unit: def preprocess_device_grads() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 21 LOC McCabe index: 13 number of parameters: 2 id: 120 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 21 LOC McCabe index: 1 number of parameters: 7 id: 121 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 21 LOC McCabe index: 9 number of parameters: 2 id: 122 unit: def _combine_unused_states() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 21 LOC McCabe index: 9 number of parameters: 2 id: 123 unit: def preprocess() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 20 LOC McCabe index: 3 number of parameters: 4 id: 124 unit: def decode_predictions() file: scripts/tf_cnn_benchmarks/coco_metric.py start line: 0 end line: 0 size: 20 LOC McCabe index: 3 number of parameters: 1 id: 125 unit: def parse_general_int() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 20 LOC McCabe index: 8 number of parameters: 1 id: 126 unit: def _rnn_layer() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 20 LOC McCabe index: 3 number of parameters: 8 id: 127 unit: def get_synthetic_inputs() file: scripts/tf_cnn_benchmarks/models/experimental/official_ncf_model.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 3 id: 128 unit: def _build_aux_head() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 20 LOC McCabe index: 2 number of parameters: 5 id: 129 unit: def _get_benchmark_methods() file: perfzero/lib/benchmark.py start line: 0 end line: 0 size: 20 LOC McCabe index: 5 number of parameters: 1 id: 130 unit: def _initialize_eval_graph() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 19 LOC McCabe index: 8 number of parameters: 5 id: 131 unit: def __init__() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 19 LOC McCabe index: 1 number of parameters: 13 id: 132 unit: def get_gradients_to_apply() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 19 LOC McCabe index: 4 number of parameters: 3 id: 133 unit: def append_apply_gradients_ops() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 19 LOC McCabe index: 6 number of parameters: 6 id: 134 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 19 LOC McCabe index: 4 number of parameters: 6 id: 135 unit: def _classification_loss() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 19 LOC McCabe index: 1 number of parameters: 4 id: 136 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/densenet_model.py start line: 0 end line: 0 size: 19 LOC McCabe index: 7 number of parameters: 2 id: 137 unit: def checkout_git_repos() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 19 LOC McCabe index: 7 number of parameters: 2 id: 138 unit: def start() file: perfzero/lib/perfzero/tensorflow_profiler.py start line: 0 end line: 0 size: 19 LOC McCabe index: 8 number of parameters: 1 id: 139 unit: def mlperf_logger() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 18 LOC McCabe index: 3 number of parameters: 2 id: 140 unit: def validate_params() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 18 LOC McCabe index: 12 number of parameters: 1 id: 141 unit: def _do_eval() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 1 id: 142 unit: def run() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 18 LOC McCabe index: 7 number of parameters: 1 id: 143 unit: def aggregate_gradients_using_copy_with_device_selection() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 18 LOC McCabe index: 4 number of parameters: 4 id: 144 unit: def _conv2d_impl() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 18 LOC McCabe index: 5 number of parameters: 8 id: 145 unit: def compute_map() file: scripts/tf_cnn_benchmarks/coco_metric.py start line: 0 end line: 0 size: 18 LOC McCabe index: 3 number of parameters: 2 id: 146 unit: def postprocess() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 18 LOC McCabe index: 3 number of parameters: 2 id: 147 unit: def get_synthetic_inputs() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 3 id: 148 unit: def gpu_preprocess_nhwc() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 18 LOC McCabe index: 3 number of parameters: 3 id: 149 unit: def run_command() file: perfzero/lib/cloud_manager.py start line: 0 end line: 0 size: 18 LOC McCabe index: 7 number of parameters: 2 id: 150 unit: def _load_docker_image() file: perfzero/lib/setup.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 3 id: 151 unit: def execute_methods() file: perfzero/lib/perfzero/report_utils.py start line: 0 end line: 0 size: 18 LOC McCabe index: 5 number of parameters: 3 id: 152 unit: def parse_data_downloads_str() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 18 LOC McCabe index: 7 number of parameters: 2 id: 153 unit: def __init__() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 17 LOC McCabe index: 2 number of parameters: 2 id: 154 unit: def _build_eval_graph() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 17 LOC McCabe index: 2 number of parameters: 2 id: 155 unit: def get_test_image_preprocessor() file: scripts/tf_cnn_benchmarks/benchmark_cnn_distributed_test_runner.py start line: 0 end line: 0 size: 17 LOC McCabe index: 4 number of parameters: 2 id: 156 unit: def aggregate_gradients_using_copy_with_variable_colocation() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 17 LOC McCabe index: 4 number of parameters: 3 id: 157 unit: def define_flags() file: scripts/tf_cnn_benchmarks/flags.py start line: 0 end line: 0 size: 17 LOC McCabe index: 4 number of parameters: 1 id: 158 unit: def __init__() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 17 LOC McCabe index: 3 number of parameters: 6 id: 159 unit: def __init__() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 17 LOC McCabe index: 3 number of parameters: 8 id: 160 unit: def algorithm_from_params() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 17 LOC McCabe index: 8 number of parameters: 1 id: 161 unit: def split_grads_by_size() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 17 LOC McCabe index: 6 number of parameters: 2 id: 162 unit: def pack_range() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 17 LOC McCabe index: 2 number of parameters: 4 id: 163 unit: def unpack_small_tensors() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 17 LOC McCabe index: 5 number of parameters: 2 id: 164 unit: def _fp16_variable_creator() file: scripts/tf_cnn_benchmarks/models/experimental/official_ncf_model.py start line: 0 end line: 0 size: 17 LOC McCabe index: 6 number of parameters: 2 id: 165 unit: def get_git_repos() file: perfzero/lib/perfzero/perfzero_config.py start line: 0 end line: 0 size: 17 LOC McCabe index: 5 number of parameters: 2 id: 166 unit: def log_conv2d() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 16 LOC McCabe index: 7 number of parameters: 8 id: 167 unit: def _get_params_info() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 1 id: 168 unit: def get_image_resize_method() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 2 id: 169 unit: def aggregate_indexed_slices_gradients() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 16 LOC McCabe index: 12 number of parameters: 1 id: 170 unit: def aggregate_single_gradient_using_copy() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 16 LOC McCabe index: 7 number of parameters: 3 id: 171 unit: def dropout() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 16 LOC McCabe index: 4 number of parameters: 3 id: 172 unit: def preprocess_device_grads() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 2 id: 173 unit: def register_tf1_models() file: scripts/tf_cnn_benchmarks/models/model_config.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 0 id: 174 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 8 id: 175 unit: def loss_function() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 16 LOC McCabe index: 3 number of parameters: 3 id: 176 unit: def _large_imagenet_config() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 16 LOC McCabe index: 4 number of parameters: 3 id: 177 unit: def _reduce_prev_layer() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 3 id: 178 unit: def status() file: perfzero/lib/cloud_manager.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 5 id: 179 unit: def _get_version_info() file: perfzero/lib/perfzero/tpu_runtime_utils.py start line: 0 end line: 0 size: 16 LOC McCabe index: 3 number of parameters: 2 id: 180 unit: def create_dataset() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 15 LOC McCabe index: 9 number of parameters: 2 id: 181 unit: def preprocess() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 4 id: 182 unit: def get_post_init_ops() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 15 LOC McCabe index: 7 number of parameters: 1 id: 183 unit: def undo_maybe_concat_tensors() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 15 LOC McCabe index: 4 number of parameters: 2 id: 184 unit: def build_graph() file: scripts/tf_cnn_benchmarks/all_reduce_benchmark.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 4 id: 185 unit: def _conv_bn_layer() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 8 id: 186 unit: def _cifar_config() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 3 id: 187 unit: def get_input_shapes() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 2 id: 188 unit: def _get_nvidia_gpu_info() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 15 LOC McCabe index: 4 number of parameters: 0 id: 189 unit: def cleanup_tpu() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 1 id: 190 unit: def instantiate_benchmark_class() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 15 LOC McCabe index: 4 number of parameters: 6 id: 191 unit: def _summarize_benchmarks() file: perfzero/dockertest/diff_benchmarks.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 1 id: 192 unit: def run() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 14 LOC McCabe index: 7 number of parameters: 1 id: 193 unit: def get_mode_from_params() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 14 LOC McCabe index: 9 number of parameters: 1 id: 194 unit: def _config_benchmark_logger() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 1 id: 195 unit: def create_dataset() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 13 id: 196 unit: def calc_iou_tensor() file: scripts/tf_cnn_benchmarks/ssd_dataloader.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 2 id: 197 unit: def __init__() file: scripts/tf_cnn_benchmarks/ssd_dataloader.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 1 id: 198 unit: def main() file: scripts/tf_cnn_benchmarks/tf_cnn_benchmarks.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 1 id: 199 unit: def get_devices() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 14 LOC McCabe index: 4 number of parameters: 1 id: 200 unit: def __get_main_devices() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 14 LOC McCabe index: 6 number of parameters: 3 id: 201 unit: def _do_batch_all_reduce() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 14 LOC McCabe index: 5 number of parameters: 2 id: 202 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/alexnet_model.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 2 id: 203 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/overfeat_model.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 2 id: 204 unit: def get_learning_rate() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 3 id: 205 unit: def build_network() file: scripts/tf_cnn_benchmarks/models/official_resnet_model.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 5 id: 206 unit: def _mobile_imagenet_config() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 2 id: 207 unit: def _split_divisible() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_conv_blocks.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 3 id: 208 unit: def read_benchmark_result() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 1 id: 209 unit: def _get_nvme_devices() file: perfzero/lib/perfzero/device_utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 5 number of parameters: 0 id: 210 unit: def __init__() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 8 id: 211 unit: def _benchmark_train() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 1 id: 212 unit: def color_jitter() file: scripts/tf_cnn_benchmarks/ssd_dataloader.py start line: 0 end line: 0 size: 13 LOC McCabe index: 5 number of parameters: 5 id: 213 unit: def __call__() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 5 id: 214 unit: def trainable_variables_on_device() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 4 id: 215 unit: def get_custom_getter() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 13 LOC McCabe index: 9 number of parameters: 1 id: 216 unit: def trainable_variables_on_device() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 4 id: 217 unit: def get_post_init_ops() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 13 LOC McCabe index: 7 number of parameters: 1 id: 218 unit: def savable_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 13 LOC McCabe index: 7 number of parameters: 1 id: 219 unit: def _apply_to_all_device_tensors() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 3 id: 220 unit: def maybe_split_tensors() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 2 id: 221 unit: def wer() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 13 LOC McCabe index: 5 number of parameters: 3 id: 222 unit: def get_synthetic_inputs() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 3 id: 223 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/official_resnet_model.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 4 id: 224 unit: def _cell_base() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 3 id: 225 unit: def get_synthetic_inputs() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 3 id: 226 unit: def active_gcloud_service() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 3 id: 227 unit: def run_command() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 2 id: 228 unit: def log_deferred_tensor_value() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 6 id: 229 unit: def get_perf_timing() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 4 id: 230 unit: def _get_checkpoint_to_load() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 1 id: 231 unit: def __init__() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 7 id: 232 unit: def aggregate_gradients_using_copy() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 3 id: 233 unit: def switch_to_aux_top_layer() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 234 unit: def calc_iou() file: scripts/tf_cnn_benchmarks/coco_metric.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 2 id: 235 unit: def get_post_init_ops() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 12 LOC McCabe index: 6 number of parameters: 1 id: 236 unit: def collective_group_key() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 1 id: 237 unit: def wait() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 12 LOC McCabe index: 6 number of parameters: 1 id: 238 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/alexnet_model.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 2 id: 239 unit: def get_learning_rate() file: scripts/tf_cnn_benchmarks/models/alexnet_model.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 3 id: 240 unit: def bottleneck_block() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 5 id: 241 unit: def _set_arg_scope_defaults() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 1 id: 242 unit: def global_pool() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 2 id: 243 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 5 id: 244 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 5 id: 245 unit: def add_backbone_model() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 12 LOC McCabe index: 8 number of parameters: 2 id: 246 unit: def get_learning_rate() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 3 id: 247 unit: def copy_and_rename_dirs() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 2 id: 248 unit: def _start_profiler() file: perfzero/lib/perfzero/tensorflow_profiler.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 249 unit: def __init__() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 5 id: 250 unit: def get_num_batches_and_epochs() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 3 id: 251 unit: def get_loss_scale_update_op() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 3 id: 252 unit: def __call__() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 4 id: 253 unit: def apool() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 8 id: 254 unit: def undo_maybe_compact_tensors() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 2 id: 255 unit: def main() file: scripts/tf_cnn_benchmarks/all_reduce_benchmark.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 1 id: 256 unit: def group_device_names() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 2 id: 257 unit: def __init__() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 5 id: 258 unit: def __init__() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 3 id: 259 unit: def _get_model_map() file: scripts/tf_cnn_benchmarks/models/model_config.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 1 id: 260 unit: def stop() file: perfzero/lib/perfzero/tensorflow_profiler.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 1 id: 261 unit: def __init__() file: perfzero/lib/perfzero/process_info_tracker.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 2 id: 262 unit: def create_drive_from_devices() file: perfzero/lib/perfzero/device_utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 2 id: 263 unit: def _create_drive_raid() file: perfzero/lib/perfzero/device_utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 2 id: 264 unit: def log_eval_accuracy() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 6 id: 265 unit: def load_checkpoint() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 3 id: 266 unit: def raw_devices_across_tasks() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 2 id: 267 unit: def parse_and_preprocess() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 3 id: 268 unit: def normalize_image() file: scripts/tf_cnn_benchmarks/ssd_dataloader.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 269 unit: def run_with_test_model() file: scripts/tf_cnn_benchmarks/benchmark_cnn_distributed_test_runner.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 270 unit: def __call__() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 2 id: 271 unit: def flatten_nested_indexed_slices() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 1 id: 272 unit: def byte_size_load_fn() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 1 id: 273 unit: def mpool() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 8 id: 274 unit: def get_gradients_to_apply() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 3 id: 275 unit: def create_outer_variable_scope() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 2 id: 276 unit: def __init__() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 5 id: 277 unit: def defer_single_device_tensors() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 1 id: 278 unit: def _add_put_op_control_deps() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 3 id: 279 unit: def get_model_config() file: scripts/tf_cnn_benchmarks/models/model_config.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 3 id: 280 unit: def depth_multiplier() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 5 id: 281 unit: def drop_path() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 3 id: 282 unit: def _pooling() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 3 id: 283 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 8 id: 284 unit: def loss_function() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 3 id: 285 unit: def _localization_loss() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 5 id: 286 unit: def get_cpu_name() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 0 id: 287 unit: def log_train_epochs() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 2 id: 288 unit: def __init__() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 5 id: 289 unit: def generate_tfprof_profile() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 290 unit: def reset_devices_for_task() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 3 id: 291 unit: def _distort_image() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 292 unit: def preprocess() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 2 id: 293 unit: def assign_sub() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 4 id: 294 unit: def get_gradients_to_apply() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 3 id: 295 unit: def get_devices() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 1 id: 296 unit: def maybe_concat_tensors() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 2 id: 297 unit: def unpack_grad_tuple() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 2 id: 298 unit: def cer() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 3 id: 299 unit: def accuracy_function() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 3 id: 300 unit: def get_learning_rate() file: scripts/tf_cnn_benchmarks/models/official_resnet_model.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 3 id: 301 unit: def _fixed_padding() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_conv_blocks.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 3 id: 302 unit: def _fixed_padding() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 3 id: 303 unit: def get_channel_dim() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 2 id: 304 unit: def dense_block() file: scripts/tf_cnn_benchmarks/models/densenet_model.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 3 id: 305 unit: def list_all() file: perfzero/lib/cloud_manager.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 306 unit: def start() file: perfzero/lib/cloud_manager.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 3 id: 307 unit: def stop() file: perfzero/lib/cloud_manager.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 3 id: 308 unit: def delete() file: perfzero/lib/cloud_manager.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 3 id: 309 unit: def get_cpu_socket_count() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 0 id: 310 unit: def run() file: perfzero/lib/perfzero/benchmark_method_runner.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 7 id: 311 unit: def _find_perfzero_logs() file: perfzero/dockertest/diff_benchmarks.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 1 id: 312 unit: def __init__() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 2 id: 313 unit: def make_params() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 314 unit: def remove_param_fields() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 2 id: 315 unit: def set_fake_data() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 316 unit: def run_with_real_model() file: scripts/tf_cnn_benchmarks/benchmark_cnn_distributed_test_runner.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 317 unit: def async_eval_runner() file: scripts/tf_cnn_benchmarks/coco_metric.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 3 id: 318 unit: def append_apply_gradients_ops() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 6 id: 319 unit: def savable_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 8 LOC McCabe index: 5 number of parameters: 1 id: 320 unit: def get_gradients_to_apply() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 321 unit: def _do_batch_all_reduce() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 322 unit: def maybe_compact_tensors() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 8 LOC McCabe index: 5 number of parameters: 2 id: 323 unit: def get_input_shapes() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 324 unit: def loss_function() file: scripts/tf_cnn_benchmarks/models/experimental/official_ncf_model.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 325 unit: def _v1_compatible_scope_naming() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_conv_blocks.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 326 unit: def global_avg_pool() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 327 unit: def _ssh_prefix() file: perfzero/lib/cloud_manager.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 4 id: 328 unit: def __init__() file: perfzero/lib/benchmark.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 2 id: 329 unit: def _install_tpu_tool() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 0 id: 330 unit: def _stop_profiler() file: perfzero/lib/perfzero/tensorflow_profiler.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 0 id: 331 unit: def _create_single_drive() file: perfzero/lib/perfzero/device_utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 2 id: 332 unit: def main() file: perfzero/dockertest/diff_benchmarks.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 0 id: 333 unit: def log_input_resize_aspect_preserving() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 4 id: 334 unit: def tf_record_pattern() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 335 unit: def num_examples_per_epoch() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 336 unit: def num_examples_per_epoch() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 337 unit: def num_examples_per_epoch() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 338 unit: def encode_labels() file: scripts/tf_cnn_benchmarks/ssd_dataloader.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 3 id: 339 unit: def main() file: scripts/tf_cnn_benchmarks/benchmark_cnn_distributed_test_runner.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 340 unit: def spatial_mean() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 341 unit: def reuse_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 342 unit: def savable_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 1 id: 343 unit: def savable_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 1 id: 344 unit: def create_outer_variable_scope() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 345 unit: def all_reduce() file: scripts/tf_cnn_benchmarks/all_reduce_benchmark.py start line: 0 end line: 0 size: 7 LOC McCabe index: 5 number of parameters: 2 id: 346 unit: def roll_numpy_batches() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 3 id: 347 unit: def __init__() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 348 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/lenet_model.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 349 unit: def decode() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 2 id: 350 unit: def _batch_norm() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 3 id: 351 unit: def accuracy_function() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 3 id: 352 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 4 id: 353 unit: def get_learning_rate() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 354 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 355 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 356 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 357 unit: def _make_divisible() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_conv_blocks.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 3 id: 358 unit: def _make_divisible() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 3 id: 359 unit: def safe_arg_scope() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 2 id: 360 unit: def calc_reduction_layers() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 361 unit: def _operation_to_pooling_shape() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 362 unit: def get_learning_rate() file: scripts/tf_cnn_benchmarks/models/densenet_model.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 363 unit: def create() file: perfzero/lib/cloud_manager.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 12 id: 364 unit: def get_flags() file: perfzero/lib/perfzero/perfzero_config.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 365 unit: def setup_python_path() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 366 unit: def _get_content() file: perfzero/lib/perfzero/tpu_runtime_utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 367 unit: def stop() file: perfzero/lib/perfzero/process_info_tracker.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 368 unit: def _load_summaries() file: perfzero/dockertest/diff_benchmarks.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 369 unit: def log() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 370 unit: def log_eval_epoch() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 5 id: 371 unit: def get_perf_timing_str() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 372 unit: def _build_input_processing() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 373 unit: def decode_jpeg() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 2 id: 374 unit: def _eval_image() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 375 unit: def get_command_to_run_python_module() file: scripts/tf_cnn_benchmarks/platforms/default/util.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 376 unit: def get_test_output_dir() file: scripts/tf_cnn_benchmarks/platforms/default/util.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 0 id: 377 unit: def initialize() file: scripts/tf_cnn_benchmarks/platforms/default/util.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 378 unit: def __init__() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 4 id: 379 unit: def _TensorConversionFunction() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 4 id: 380 unit: def reshape() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 381 unit: def lrn() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 5 id: 382 unit: def __init__() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 383 unit: def create_outer_variable_scope() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 384 unit: def trainable_variables_on_device() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 4 id: 385 unit: def get_gradients_to_apply() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 386 unit: def get_gradients_to_apply() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 387 unit: def __init__() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 388 unit: def trainable_variables_on_device() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 4 id: 389 unit: def _defer_tensor() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 390 unit: def build_all_reduce_device_prefixes() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 391 unit: def __init__() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 392 unit: def abort() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 393 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/experimental/official_ncf_model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 394 unit: def register_model() file: scripts/tf_cnn_benchmarks/models/model_config.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 395 unit: def get_scaled_base_learning_rate() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 396 unit: def inception_v4_ra() file: scripts/tf_cnn_benchmarks/models/inception_model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 5 id: 397 unit: def inception_v4_rb() file: scripts/tf_cnn_benchmarks/models/inception_model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 398 unit: def _operation_to_filter_shape() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 399 unit: def get_scaled_base_learning_rate() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 400 unit: def _var_name_in_official_model_ckpt() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 401 unit: def transition_layer() file: scripts/tf_cnn_benchmarks/models/densenet_model.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 402 unit: def get_env_vars() file: perfzero/lib/perfzero/perfzero_config.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 403 unit: def create_empty_file() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 404 unit: def maybe_upload_to_gcs() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 405 unit: def run_commands() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 406 unit: def print_thread_stacktrace() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 0 id: 407 unit: def _sleep_until_exit() file: perfzero/lib/perfzero/tensorflow_profiler.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 408 unit: def log_batch_norm() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 8 id: 409 unit: def _should_eval_during_training() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 410 unit: def create_iterator() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 411 unit: def __init__() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 412 unit: def __init__() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 5 LOC McCabe index: 5 number of parameters: 2 id: 413 unit: def _get_instance_key() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 414 unit: def create_outer_variable_scope() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 415 unit: def _remove_shadow_var_prefix_if_present() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 416 unit: def _all_reduce_using_copy() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 417 unit: def get_var_shapes() file: scripts/tf_cnn_benchmarks/all_reduce_benchmark.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 418 unit: def new_collective_instance_key() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 419 unit: def contains_any() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 2 id: 420 unit: def start() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 421 unit: def num_ps() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 422 unit: def get_input_shapes() file: scripts/tf_cnn_benchmarks/models/trivial_model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 423 unit: def loss_function() file: scripts/tf_cnn_benchmarks/models/trivial_model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 424 unit: def inception_v4_sb() file: scripts/tf_cnn_benchmarks/models/inception_model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 425 unit: def _cifar_stem() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 426 unit: def _operation_to_num_layers() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 427 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/densenet_model.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 428 unit: def get_machine_type() file: perfzero/lib/cloud_manager.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 429 unit: def _temporary_file_name() file: perfzero/lib/setup.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 430 unit: def __init__() file: perfzero/lib/perfzero/tensorflow_profiler.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 431 unit: def configure_tpu() file: perfzero/lib/perfzero/tpu_runtime_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 432 unit: def start() file: perfzero/lib/perfzero/process_info_tracker.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 433 unit: def make_params_from_flags() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 0 id: 434 unit: def _unfreezable_local_variables() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 435 unit: def normalized_image() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 436 unit: def __init__() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 437 unit: def __init__() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 438 unit: def __init__() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 439 unit: def __call__() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 440 unit: def _strip_port() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 441 unit: def __init__() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 442 unit: def undo_maybe_split_tensors() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 443 unit: def tensorflow_version_tuple() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 444 unit: def done() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 445 unit: def notify_image_consumption() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 446 unit: def _loop_producer() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 447 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 3 id: 448 unit: def filter_l2_loss_vars() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 2 id: 449 unit: def get_learning_rate() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 450 unit: def get_input_shapes() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 2 id: 451 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/trivial_model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 452 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/trivial_model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 453 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/trivial_model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 454 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/inception_model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 455 unit: def inception_v4_sc() file: scripts/tf_cnn_benchmarks/models/inception_model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 456 unit: def _scope_all() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 457 unit: def get_channel_index() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 458 unit: def _operation_to_info() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 459 unit: def _operation_to_pooling_info() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 460 unit: def get_input_data_types() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 461 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_v2.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 462 unit: def make_dir_if_not_exist() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 463 unit: def _set_file_contents() file: perfzero/lib/perfzero/benchmark_method_runner.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 464 unit: def _as_text() file: perfzero/lib/perfzero/tpu_runtime_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 465 unit: def log_max_pool() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 466 unit: def log_begin_block() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 467 unit: def log_end_block() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 2 id: 468 unit: def log_projection() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 469 unit: def log_deferred_tensor_value() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 5 id: 470 unit: def get_input_preprocessor() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 471 unit: def __init__() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 472 unit: def num_examples_per_epoch() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 473 unit: def __init__() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 474 unit: def __init__() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 475 unit: def __init__() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 476 unit: def __call__() file: scripts/tf_cnn_benchmarks/ssd_dataloader.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 2 id: 477 unit: def _initialize() file: scripts/tf_cnn_benchmarks/platforms/default/util.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 478 unit: def get_variable() file: scripts/tf_cnn_benchmarks/convnet_builder.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 7 id: 479 unit: def DEFINE_integer() file: scripts/tf_cnn_benchmarks/flags.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 5 id: 480 unit: def DEFINE_float() file: scripts/tf_cnn_benchmarks/flags.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 5 id: 481 unit: def DEFINE_enum() file: scripts/tf_cnn_benchmarks/flags.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 482 unit: def create_outer_variable_scope() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 483 unit: def preprocess_device_grads() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 484 unit: def get_gradients_to_apply() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 485 unit: def create_outer_variable_scope() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 486 unit: def create_outer_variable_scope() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 2 id: 487 unit: def create_outer_variable_scope() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 488 unit: def get_gradients_to_apply() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 489 unit: def create_outer_variable_scope() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 490 unit: def __init__() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 491 unit: def broadcast_send() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 6 id: 492 unit: def broadcast_recv() file: scripts/tf_cnn_benchmarks/allreduce.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 5 id: 493 unit: def tensorflow_version() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 494 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/alexnet_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 495 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/alexnet_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 496 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/overfeat_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 497 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/googlenet_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 498 unit: def decode_logits() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 499 unit: def get_input_data_types() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 2 id: 500 unit: def get_input_shapes() file: scripts/tf_cnn_benchmarks/models/experimental/official_ncf_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 501 unit: def get_input_data_types() file: scripts/tf_cnn_benchmarks/models/experimental/official_ncf_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 502 unit: def get_input_shapes() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 503 unit: def get_input_data_types() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 504 unit: def load_backbone_model() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 505 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 506 unit: def get_input_data_types() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 2 id: 507 unit: def gpu_preprocess_nhwc() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 508 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/trivial_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 509 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/trivial_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 510 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/trivial_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 511 unit: def inception_v4_sa() file: scripts/tf_cnn_benchmarks/models/inception_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 512 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/inception_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 513 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 514 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 515 unit: def op() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 516 unit: def _operation_to_pooling_type() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 517 unit: def add_backbone_saver() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 518 unit: def load_backbone_model() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 519 unit: def reached_target() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 520 unit: def mobilenet_base() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_v2.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 521 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_v2.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 522 unit: def get_gpu_info() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 0 id: 523 unit: def __getattr__() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 524 unit: def _empty_fn() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 525 unit: def __getattr__() file: scripts/tf_cnn_benchmarks/mlperf.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 526 unit: def tf_record_pattern() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 527 unit: def reader() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 528 unit: def num_classes() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 529 unit: def num_classes() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 530 unit: def num_examples_per_epoch() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 531 unit: def __str__() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 532 unit: def queue_runner_required() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 533 unit: def use_synthetic_gpu_inputs() file: scripts/tf_cnn_benchmarks/datasets.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 534 unit: def done() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 535 unit: def num_steps() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 536 unit: def elapsed_time() file: scripts/tf_cnn_benchmarks/benchmark_cnn.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 537 unit: def supports_datasets() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 538 unit: def minibatch() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 5 id: 539 unit: def parse_and_preprocess() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 540 unit: def preprocess() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 541 unit: def supports_datasets() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 542 unit: def supports_datasets() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 543 unit: def supports_datasets() file: scripts/tf_cnn_benchmarks/preprocessing.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 544 unit: def define_platform_params() file: scripts/tf_cnn_benchmarks/platforms/default/util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 545 unit: def get_cluster_manager() file: scripts/tf_cnn_benchmarks/platforms/default/util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 546 unit: def get_test_data_dir() file: scripts/tf_cnn_benchmarks/platforms/default/util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 547 unit: def get_ssd_backborn_model_file() file: scripts/tf_cnn_benchmarks/platforms/default/util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 548 unit: def get_ssd_backboard_data_dir() file: scripts/tf_cnn_benchmarks/platforms/default/util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 549 unit: def _value() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 550 unit: def _ref() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 551 unit: def read_value() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 552 unit: def dtype() file: scripts/tf_cnn_benchmarks/variable_mgr_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 553 unit: def DEFINE_string() file: scripts/tf_cnn_benchmarks/flags.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 554 unit: def DEFINE_boolean() file: scripts/tf_cnn_benchmarks/flags.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 555 unit: def DEFINE_list() file: scripts/tf_cnn_benchmarks/flags.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 556 unit: def each_tower_has_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 557 unit: def supports_staged_vars() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 558 unit: def get_post_init_ops() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 559 unit: def get_devices() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 560 unit: def savable_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 561 unit: def each_tower_has_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 562 unit: def preprocess_device_grads() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 563 unit: def get_devices() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 564 unit: def each_tower_has_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 565 unit: def preprocess_device_grads() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 566 unit: def supports_staged_vars() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 567 unit: def each_tower_has_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 568 unit: def get_devices() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 569 unit: def each_tower_has_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 570 unit: def get_devices() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 571 unit: def each_tower_has_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 572 unit: def create_outer_variable_scope() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 573 unit: def get_devices() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 574 unit: def each_tower_has_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 575 unit: def preprocess_device_grads() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 576 unit: def supports_staged_vars() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 577 unit: def each_tower_has_variables() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 578 unit: def preprocess_device_grads() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 579 unit: def var_dict_name() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 580 unit: def get_devices() file: scripts/tf_cnn_benchmarks/variable_mgr.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 581 unit: def _do_batch_all_reduce() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 582 unit: def __init__() file: scripts/tf_cnn_benchmarks/batch_allreduce.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 583 unit: def log_fn() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 584 unit: def _should_put() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 585 unit: def get_target() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 586 unit: def join_server() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 587 unit: def get_cluster_spec() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 588 unit: def num_workers() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 589 unit: def get_target() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 590 unit: def join_server() file: scripts/tf_cnn_benchmarks/cnn_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 591 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/lenet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 592 unit: def convert_to_string() file: scripts/tf_cnn_benchmarks/models/experimental/deepspeech.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 593 unit: def get_model_name() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 594 unit: def get_batch_size() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 595 unit: def set_batch_size() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 596 unit: def get_default_batch_size() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 597 unit: def get_fp16_loss_scale() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 598 unit: def get_synthetic_inputs() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 599 unit: def build_network() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 600 unit: def loss_function() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 601 unit: def accuracy_function() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 602 unit: def postprocess() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 603 unit: def reached_target() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 604 unit: def get_layer_counts() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 605 unit: def skip_final_affine_layer() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 606 unit: def add_backbone_saver() file: scripts/tf_cnn_benchmarks/models/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 607 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/vgg_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 608 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/vgg_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 609 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/vgg_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 610 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/vgg_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 611 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/vgg_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 612 unit: def add_inference() file: scripts/tf_cnn_benchmarks/models/vgg_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 613 unit: def create_resnet50_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 614 unit: def create_resnet50_v1_5_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 615 unit: def create_resnet50_v2_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 616 unit: def create_resnet101_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 617 unit: def create_resnet101_v2_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 618 unit: def create_resnet152_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 619 unit: def create_resnet152_v2_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 620 unit: def create_resnet20_cifar_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 621 unit: def create_resnet20_v2_cifar_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 622 unit: def create_resnet32_cifar_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 623 unit: def create_resnet32_v2_cifar_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 624 unit: def create_resnet44_cifar_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 625 unit: def create_resnet44_v2_cifar_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 626 unit: def create_resnet56_cifar_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 627 unit: def create_resnet56_v2_cifar_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 628 unit: def create_resnet110_cifar_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 629 unit: def create_resnet110_v2_cifar_model() file: scripts/tf_cnn_benchmarks/models/resnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 630 unit: def __init__() file: scripts/tf_cnn_benchmarks/models/tf1_only/nasnet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 631 unit: def expand_input_by_factor() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_conv_blocks.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 632 unit: def apply_activation() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 3 id: 633 unit: def __enter__() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 634 unit: def __exit__() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 635 unit: def skip_final_affine_layer() file: scripts/tf_cnn_benchmarks/models/tf1_only/ssd_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 636 unit: def training_scope() file: scripts/tf_cnn_benchmarks/models/tf1_only/mobilenet_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 637 unit: def create_densenet40_k12_model() file: scripts/tf_cnn_benchmarks/models/densenet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 638 unit: def create_densenet100_k12_model() file: scripts/tf_cnn_benchmarks/models/densenet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 639 unit: def create_densenet100_k24_model() file: scripts/tf_cnn_benchmarks/models/densenet_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 640 unit: def get_instance_name() file: perfzero/lib/cloud_manager.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 641 unit: def setup_gsutil_credential() file: perfzero/lib/perfzero/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0