id: 1 unit: def _train() file: pytorch_managed_spot_training_checkpointing/source_dir/cifar10.py start line: 0 end line: 0 size: 63 LOC McCabe index: 11 number of parameters: 1 id: 2 unit: def keras_model_fn() file: tensorflow_managed_spot_training_checkpointing/source_dir/cifar10_keras_main.py start line: 0 end line: 0 size: 43 LOC McCabe index: 3 number of parameters: 4 id: 3 unit: def train() file: mxnet_managed_spot_training_checkpointing/source_dir/mnist.py start line: 0 end line: 0 size: 41 LOC McCabe index: 8 number of parameters: 10 id: 4 unit: def main() file: tensorflow_managed_spot_training_checkpointing/source_dir/cifar10_keras_main.py start line: 0 end line: 0 size: 37 LOC McCabe index: 3 number of parameters: 1 id: 5 unit: def main() file: tensorflow_managed_spot_training_checkpointing/generate_cifar10_tfrecords.py start line: 0 end line: 0 size: 19 LOC McCabe index: 6 number of parameters: 1 id: 6 unit: def _input() file: tensorflow_managed_spot_training_checkpointing/source_dir/cifar10_keras_main.py start line: 0 end line: 0 size: 19 LOC McCabe index: 3 number of parameters: 4 id: 7 unit: def convert_to_tfrecord() file: tensorflow_managed_spot_training_checkpointing/generate_cifar10_tfrecords.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 2 id: 8 unit: def _dataset_parser() file: tensorflow_managed_spot_training_checkpointing/source_dir/cifar10_keras_main.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 1 id: 9 unit: def save_model() file: tensorflow_managed_spot_training_checkpointing/source_dir/cifar10_keras_main.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 2 id: 10 unit: def load_model_from_checkpoints() file: mxnet_managed_spot_training_checkpointing/source_dir/mnist.py start line: 0 end line: 0 size: 14 LOC McCabe index: 4 number of parameters: 1 id: 11 unit: def _load_checkpoint() file: pytorch_managed_spot_training_checkpointing/source_dir/cifar10.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 3 id: 12 unit: def _xgb_train() file: xgboost_script_mode_managed_spot_training_checkpointing/abalone.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 7 id: 13 unit: def load_model_from_checkpoints() file: tensorflow_managed_spot_training_checkpointing/source_dir/cifar10_keras_main.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 1 id: 14 unit: def load_model_from_checkpoints() file: tensorflow_2_managed_spot_training_checkpointing/mnist.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 1 id: 15 unit: def parse_args() file: mxnet_managed_spot_training_checkpointing/source_dir/mnist.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 16 unit: def neo_postprocess() file: mxnet_managed_spot_training_checkpointing/source_dir/mnist.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 1 id: 17 unit: def model() file: tensorflow_2_managed_spot_training_checkpointing/mnist.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 4 id: 18 unit: def _save_checkpoint() file: pytorch_managed_spot_training_checkpointing/source_dir/cifar10.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 5 id: 19 unit: def model_fn() file: pytorch_managed_spot_training_checkpointing/source_dir/cifar10.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 1 id: 20 unit: def _parse_args() file: tensorflow_2_managed_spot_training_checkpointing/mnist.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 0 id: 21 unit: def load_data() file: mxnet_managed_spot_training_checkpointing/source_dir/mnist.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 22 unit: def build_graph() file: mxnet_managed_spot_training_checkpointing/source_dir/mnist.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 23 unit: def neo_preprocess() file: mxnet_managed_spot_training_checkpointing/source_dir/mnist.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 24 unit: def num_examples_per_epoch() file: tensorflow_managed_spot_training_checkpointing/source_dir/cifar10_keras_main.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 1 id: 25 unit: def __init__() file: pytorch_managed_spot_training_checkpointing/source_dir/cifar10.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 26 unit: def forward() file: pytorch_managed_spot_training_checkpointing/source_dir/cifar10.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 2 id: 27 unit: def save() file: mxnet_managed_spot_training_checkpointing/source_dir/mnist.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 28 unit: def get_train_data_loader() file: pytorch_managed_spot_training_checkpointing/utils_cifar.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 29 unit: def get_test_data_loader() file: pytorch_managed_spot_training_checkpointing/utils_cifar.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 30 unit: def _get_file_names() file: tensorflow_managed_spot_training_checkpointing/generate_cifar10_tfrecords.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 0 id: 31 unit: def read_pickle_from_file() file: tensorflow_managed_spot_training_checkpointing/generate_cifar10_tfrecords.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 32 unit: def get_training_context() file: mxnet_managed_spot_training_checkpointing/source_dir/mnist.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 33 unit: def _get_filenames() file: tensorflow_managed_spot_training_checkpointing/source_dir/cifar10_keras_main.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 34 unit: def _train_preprocess_fn() file: tensorflow_managed_spot_training_checkpointing/source_dir/cifar10_keras_main.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 35 unit: def _get_transform() file: pytorch_managed_spot_training_checkpointing/utils_cifar.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 36 unit: def imshow() file: pytorch_managed_spot_training_checkpointing/utils_cifar.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 37 unit: def _save_model() file: pytorch_managed_spot_training_checkpointing/source_dir/cifar10.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 38 unit: def find_file() file: mxnet_managed_spot_training_checkpointing/source_dir/mnist.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 2 id: 39 unit: def model_fn() file: xgboost_script_mode_managed_spot_training_checkpointing/abalone.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 40 unit: def _load_training_data() file: tensorflow_2_managed_spot_training_checkpointing/mnist.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 41 unit: def _load_testing_data() file: tensorflow_2_managed_spot_training_checkpointing/mnist.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 42 unit: def download_and_extract() file: tensorflow_managed_spot_training_checkpointing/generate_cifar10_tfrecords.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 43 unit: def _int64_feature() file: tensorflow_managed_spot_training_checkpointing/generate_cifar10_tfrecords.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 44 unit: def _bytes_feature() file: tensorflow_managed_spot_training_checkpointing/generate_cifar10_tfrecords.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 45 unit: def train_input_fn() file: tensorflow_managed_spot_training_checkpointing/source_dir/cifar10_keras_main.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 46 unit: def eval_input_fn() file: tensorflow_managed_spot_training_checkpointing/source_dir/cifar10_keras_main.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 47 unit: def validation_input_fn() file: tensorflow_managed_spot_training_checkpointing/source_dir/cifar10_keras_main.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0