id: 1 unit: def workload_generate_aiob() file: workload_generator/AIOB_simAI_workload_generator.py start line: 0 end line: 0 size: 377 LOC McCabe index: 27 number of parameters: 1 id: 2 unit: def workload_generate() file: workload_generator/AIOB_simAI_workload_generator.py start line: 0 end line: 0 size: 223 LOC McCabe index: 20 number of parameters: 1 id: 3 unit: def with_pipeline_forward_backward() file: workload_generator/generate_megatron_workload.py start line: 0 end line: 0 size: 181 LOC McCabe index: 15 number of parameters: 1 id: 4 unit: def create_timeline_chart() file: visualize/generate.py start line: 0 end line: 0 size: 95 LOC McCabe index: 11 number of parameters: 1 id: 5 unit: def read_config() file: run_suites.py start line: 0 end line: 0 size: 93 LOC McCabe index: 22 number of parameters: 1 id: 6 unit: def get_params() file: utils/utils.py start line: 0 end line: 0 size: 89 LOC McCabe index: 13 number of parameters: 0 id: 7 unit: def init() file: workload_generator/generate_megatron_workload.py start line: 0 end line: 0 size: 70 LOC McCabe index: 6 number of parameters: 1 id: 8 unit: def create_scatter_chart() file: visualize/generate.py start line: 0 end line: 0 size: 58 LOC McCabe index: 10 number of parameters: 2 id: 9 unit: def __init__() file: workload_applyer.py start line: 0 end line: 0 size: 57 LOC McCabe index: 10 number of parameters: 4 id: 10 unit: def extract_averages() file: utils/utils.py start line: 0 end line: 0 size: 50 LOC McCabe index: 16 number of parameters: 2 id: 11 unit: def _apply_p2pcommunication() file: workload_applyer.py start line: 0 end line: 0 size: 50 LOC McCabe index: 11 number of parameters: 2 id: 12 unit: def step() file: workload_generator/generate_megatron_workload.py start line: 0 end line: 0 size: 49 LOC McCabe index: 2 number of parameters: 1 id: 13 unit: def log_boxplot() file: log_analyzer/plot.py start line: 0 end line: 0 size: 48 LOC McCabe index: 8 number of parameters: 1 id: 14 unit: def _analyze_stage_log() file: log_analyzer/log.py start line: 0 end line: 0 size: 47 LOC McCabe index: 12 number of parameters: 4 id: 15 unit: def parse_ds_log_item() file: log_analyzer/ds_comm_log_analyzer.py start line: 0 end line: 0 size: 47 LOC McCabe index: 22 number of parameters: 1 id: 16 unit: def visualize_output() file: visualize/generate.py start line: 0 end line: 0 size: 44 LOC McCabe index: 6 number of parameters: 2 id: 17 unit: def forward() file: workload_generator/generate_megatron_workload.py start line: 0 end line: 0 size: 43 LOC McCabe index: 4 number of parameters: 1 id: 18 unit: def init() file: workload_generator/generate_deepspeed_stage3_workload.py start line: 0 end line: 0 size: 42 LOC McCabe index: 5 number of parameters: 1 id: 19 unit: def create_cdf_chart_by_commtype() file: visualize/generate.py start line: 0 end line: 0 size: 42 LOC McCabe index: 5 number of parameters: 7 id: 20 unit: def _gather_param_prefetch() file: workload_generator/generate_deepspeed_stage3_workload.py start line: 0 end line: 0 size: 40 LOC McCabe index: 11 number of parameters: 3 id: 21 unit: def __init__() file: utils/utils.py start line: 0 end line: 0 size: 39 LOC McCabe index: 13 number of parameters: 7 id: 22 unit: def process_all_keys() file: utils/utils.py start line: 0 end line: 0 size: 38 LOC McCabe index: 12 number of parameters: 1 id: 23 unit: def step() file: workload_generator/generate_deepspeed_stage3_workload.py start line: 0 end line: 0 size: 35 LOC McCabe index: 3 number of parameters: 1 id: 24 unit: def _compute_for_param() file: workload_generator/generate_deepspeed_stage3_workload.py start line: 0 end line: 0 size: 34 LOC McCabe index: 5 number of parameters: 2 id: 25 unit: def get_model_details() file: workload_generator/AIOB_simAI_workload_generator.py start line: 0 end line: 0 size: 34 LOC McCabe index: 15 number of parameters: 1 id: 26 unit: def step() file: workload_generator/generate_deepspeed_stage1_2_workload.py start line: 0 end line: 0 size: 34 LOC McCabe index: 5 number of parameters: 1 id: 27 unit: def backward() file: workload_generator/generate_deepspeed_stage1_2_workload.py start line: 0 end line: 0 size: 29 LOC McCabe index: 5 number of parameters: 1 id: 28 unit: def __init__() file: workload_generator/generate_deepspeed_stage3_workload.py start line: 0 end line: 0 size: 27 LOC McCabe index: 2 number of parameters: 3 id: 29 unit: def get_comp_out() file: utils/utils.py start line: 0 end line: 0 size: 26 LOC McCabe index: 4 number of parameters: 1 id: 30 unit: def parse_ds_comm_log() file: log_analyzer/ds_comm_log_analyzer.py start line: 0 end line: 0 size: 26 LOC McCabe index: 6 number of parameters: 1 id: 31 unit: def _print_stage_log() file: log_analyzer/log.py start line: 0 end line: 0 size: 25 LOC McCabe index: 8 number of parameters: 7 id: 32 unit: def dump_file() file: workload_generator/AIOB_simAI_workload_generator.py start line: 0 end line: 0 size: 25 LOC McCabe index: 5 number of parameters: 2 id: 33 unit: def _reduce_ipg_grads() file: workload_generator/generate_deepspeed_stage1_2_workload.py start line: 0 end line: 0 size: 25 LOC McCabe index: 7 number of parameters: 1 id: 34 unit: def get_ranks() file: utils/utils.py start line: 0 end line: 0 size: 24 LOC McCabe index: 2 number of parameters: 3 id: 35 unit: def get_model_params() file: utils/utils.py start line: 0 end line: 0 size: 24 LOC McCabe index: 1 number of parameters: 1 id: 36 unit: def dump_file() file: workload_generator/AIOB_simAI_workload_generator.py start line: 0 end line: 0 size: 24 LOC McCabe index: 6 number of parameters: 2 id: 37 unit: def build_model_gbuf_param_range_map() file: workload_generator/generate_deepspeed_stage1_2_workload.py start line: 0 end line: 0 size: 24 LOC McCabe index: 7 number of parameters: 3 id: 38 unit: def get_aiob_params() file: utils/utils.py start line: 0 end line: 0 size: 23 LOC McCabe index: 1 number of parameters: 1 id: 39 unit: def append() file: log_analyzer/log.py start line: 0 end line: 0 size: 23 LOC McCabe index: 5 number of parameters: 3 id: 40 unit: def custom_csv_reader() file: visualize/generate.py start line: 0 end line: 0 size: 23 LOC McCabe index: 8 number of parameters: 2 id: 41 unit: def create_ratio_pie() file: visualize/generate.py start line: 0 end line: 0 size: 22 LOC McCabe index: 4 number of parameters: 1 id: 42 unit: def dump() file: log_analyzer/log.py start line: 0 end line: 0 size: 21 LOC McCabe index: 8 number of parameters: 2 id: 43 unit: def init() file: workload_generator/generate_deepspeed_stage1_2_workload.py start line: 0 end line: 0 size: 21 LOC McCabe index: 3 number of parameters: 1 id: 44 unit: def extract_iteration() file: visualize/generate.py start line: 0 end line: 0 size: 21 LOC McCabe index: 7 number of parameters: 1 id: 45 unit: def analyze_csv() file: log_analyzer/analyze_res_csv.py start line: 0 end line: 0 size: 20 LOC McCabe index: 2 number of parameters: 1 id: 46 unit: def workload_generator() file: workload_generator/AIOB_simAI_workload_generator.py start line: 0 end line: 0 size: 20 LOC McCabe index: 2 number of parameters: 1 id: 47 unit: def read_csv_and_structure_data() file: visualize/generate.py start line: 0 end line: 0 size: 20 LOC McCabe index: 9 number of parameters: 2 id: 48 unit: def calc_bw_log() file: log_analyzer/utils.py start line: 0 end line: 0 size: 19 LOC McCabe index: 5 number of parameters: 4 id: 49 unit: def _apply_reduce_scatter() file: workload_applyer.py start line: 0 end line: 0 size: 19 LOC McCabe index: 2 number of parameters: 2 id: 50 unit: def dump() file: log_analyzer/log.py start line: 0 end line: 0 size: 18 LOC McCabe index: 6 number of parameters: 2 id: 51 unit: def analyze_time() file: log_analyzer/log.py start line: 0 end line: 0 size: 18 LOC McCabe index: 2 number of parameters: 2 id: 52 unit: def prase_trace() file: workload_generator/generate_ds_trace_replay_workload.py start line: 0 end line: 0 size: 18 LOC McCabe index: 3 number of parameters: 1 id: 53 unit: def _generate_dp_tp_pp_ep_groups() file: workload_applyer.py start line: 0 end line: 0 size: 18 LOC McCabe index: 1 number of parameters: 1 id: 54 unit: def _apply_all_gather() file: workload_applyer.py start line: 0 end line: 0 size: 18 LOC McCabe index: 2 number of parameters: 2 id: 55 unit: def extract_data_from_log_items() file: visualize/generate.py start line: 0 end line: 0 size: 18 LOC McCabe index: 11 number of parameters: 1 id: 56 unit: def log_timing() file: utils/benchmark_logger.py start line: 0 end line: 0 size: 17 LOC McCabe index: 5 number of parameters: 2 id: 57 unit: def decompose() file: utils/utils.py start line: 0 end line: 0 size: 17 LOC McCabe index: 4 number of parameters: 3 id: 58 unit: def apply_workload() file: workload_applyer.py start line: 0 end line: 0 size: 17 LOC McCabe index: 5 number of parameters: 1 id: 59 unit: def split_data_by_epoch() file: visualize/generate.py start line: 0 end line: 0 size: 17 LOC McCabe index: 6 number of parameters: 2 id: 60 unit: def _get_aiob_compute_time() file: workload_generator/AIOB_simAI_workload_generator.py start line: 0 end line: 0 size: 16 LOC McCabe index: 6 number of parameters: 3 id: 61 unit: def string2comm_type() file: workload_generator/analysis_pytorch_trace.py start line: 0 end line: 0 size: 16 LOC McCabe index: 10 number of parameters: 2 id: 62 unit: def __init__() file: workload_generator/generate_deepspeed_stage1_2_workload.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 3 id: 63 unit: def __call__() file: workload_generator/workload_generator.py start line: 0 end line: 0 size: 16 LOC McCabe index: 5 number of parameters: 1 id: 64 unit: def get_megatron_params() file: utils/utils.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 1 id: 65 unit: def string2comm_type() file: log_analyzer/ds_comm_log_analyzer.py start line: 0 end line: 0 size: 15 LOC McCabe index: 7 number of parameters: 1 id: 66 unit: def _mark_persistent_parameters() file: workload_generator/generate_deepspeed_stage3_workload.py start line: 0 end line: 0 size: 15 LOC McCabe index: 4 number of parameters: 3 id: 67 unit: def _gather_param_directly() file: workload_generator/generate_deepspeed_stage3_workload.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 2 id: 68 unit: def step() file: workload_generator/analysis_pytorch_trace.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 1 id: 69 unit: def forward() file: workload_generator/generate_deepspeed_stage1_2_workload.py start line: 0 end line: 0 size: 15 LOC McCabe index: 4 number of parameters: 1 id: 70 unit: def convert_msg_to_size() file: log_analyzer/utils.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 1 id: 71 unit: def _reduce_param_with_bucket() file: workload_generator/generate_deepspeed_stage3_workload.py start line: 0 end line: 0 size: 14 LOC McCabe index: 2 number of parameters: 2 id: 72 unit: def count_by_epoch() file: visualize/generate.py start line: 0 end line: 0 size: 14 LOC McCabe index: 6 number of parameters: 2 id: 73 unit: def analyze() file: log_analyzer/log.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 2 id: 74 unit: def stop() file: utils/timer.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 1 id: 75 unit: def create_logger() file: utils/benchmark_logger.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 2 id: 76 unit: def get_ds_params() file: utils/utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 1 id: 77 unit: def view_as_ds_log() file: log_analyzer/log.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 1 id: 78 unit: def add_comm_log() file: log_analyzer/log.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 2 id: 79 unit: def __init__() file: workload_generator/AIOB_simAI_workload_generator.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 4 id: 80 unit: def _apply_all_to_all() file: workload_applyer.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 2 id: 81 unit: def _apply_computation() file: workload_applyer.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 2 id: 82 unit: def calculate_cdf_by_commtype() file: visualize/generate.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 5 id: 83 unit: def end_epoch() file: utils/benchmark_logger.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 2 id: 84 unit: def cuda_timing_decorator() file: utils/utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 1 id: 85 unit: def _partition_param() file: workload_generator/generate_deepspeed_stage3_workload.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 3 id: 86 unit: def backward() file: workload_generator/generate_deepspeed_stage3_workload.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 1 id: 87 unit: def _simAI_microtest_convert() file: workload_generator/AIOB_simAI_workload_generator.py start line: 0 end line: 0 size: 11 LOC McCabe index: 9 number of parameters: 2 id: 88 unit: def _reduce_ipg_grads() file: workload_generator/generate_deepspeed_stage1_2_workload.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 1 id: 89 unit: def _apply_reduce() file: workload_applyer.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 2 id: 90 unit: def parse_msg_size() file: visualize/generate.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 1 id: 91 unit: def create_pie_chart_for_epoch() file: visualize/generate.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 2 id: 92 unit: def erf_gelu() file: utils/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 93 unit: def Comp_with_aiob() file: utils/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 2 id: 94 unit: def _get_total_params() file: workload_generator/AIOB_simAI_workload_generator.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 1 id: 95 unit: def _apply_all_reduce() file: workload_applyer.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 96 unit: def start() file: utils/timer.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 97 unit: def get_moe_params() file: utils/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 98 unit: def convert_size_to_msg() file: log_analyzer/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 99 unit: def forward() file: workload_generator/generate_deepspeed_stage3_workload.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 100 unit: def __init__() file: utils/benchmark_logger.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 101 unit: def get_mask() file: utils/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 102 unit: def get_aiob_path() file: utils/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 103 unit: def write_op() file: utils/utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 104 unit: def get_docker_env_rank() file: scripts/run_in_cluster.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 105 unit: def _apply_broadcast() file: workload_applyer.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 106 unit: def prefix_product() file: utils/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 107 unit: def load_workload() file: utils/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 108 unit: def get_args() file: utils/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 0 id: 109 unit: def get_collective_test_params() file: utils/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 110 unit: def get_padded_vocab_size() file: utils/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 111 unit: def load() file: log_analyzer/log.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 112 unit: def _get_layernorm_params() file: workload_generator/generate_megatron_workload.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 113 unit: def __init__() file: workload_generator/generate_deepspeed_stage1_2_workload.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 114 unit: def __init__() file: workload_generator/workload_generator.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 115 unit: def __init__() file: utils/timer.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 116 unit: def get_comm_type() file: utils/utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 2 id: 117 unit: def elapsed_time() file: log_analyzer/log.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 118 unit: def load() file: log_analyzer/log.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 119 unit: def __init__() file: workload_generator/generate_megatron_workload.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 3 id: 120 unit: def _get_total_params() file: workload_generator/generate_megatron_workload.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 121 unit: def assert_grouped_gemm_is_available() file: core/grouped_gemm_util.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 122 unit: def gelu_impl() file: utils/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 123 unit: def write_workload() file: utils/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 124 unit: def ensure_divisibility() file: utils/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 125 unit: def get_local_ip() file: scripts/run_in_cluster.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 126 unit: def __str__() file: log_analyzer/log.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 127 unit: def __init__() file: log_analyzer/log.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 128 unit: def get_pp_rank() file: workload_generator/generate_megatron_workload.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 129 unit: def __init__() file: workload_generator/AIOB_simAI_workload_generator.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 130 unit: def __init__() file: workload_generator/analysis_pytorch_trace.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 131 unit: def _get_pipeline_parallel_size() file: workload_applyer.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 132 unit: def _get_pipeline_parallel_rank() file: workload_applyer.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 133 unit: def _get_pipeline_prev_rank() file: workload_applyer.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 134 unit: def _get_pipeline_next_rank() file: workload_applyer.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 135 unit: def __init__() file: utils/timer.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 136 unit: def get_elapsed_msec() file: utils/timer.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 137 unit: def dump_log() file: utils/benchmark_logger.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 138 unit: def divide() file: utils/utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 139 unit: def get_world_id_list() file: scripts/run_in_cluster.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 140 unit: def log_time_plotter() file: log_analyzer/plot.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 141 unit: def get_params() file: run_suites.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 142 unit: def __init__() file: workload_generator/AIOB_simAI_workload_generator.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 143 unit: def __init__() file: workload_generator/generate_ds_trace_replay_workload.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 144 unit: def analyze_comm_log() file: utils/benchmark_logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 145 unit: def analyze_comm_time() file: utils/benchmark_logger.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 146 unit: def generate_masked_orthogonal_rank_groups() file: utils/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 147 unit: def inner_product() file: utils/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 148 unit: def openai_gelu() file: utils/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 149 unit: def get_simAI_workload_params() file: utils/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 150 unit: def elapsed_time() file: log_analyzer/log.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 151 unit: def is_epoch_end() file: log_analyzer/log.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 152 unit: def is_workload() file: log_analyzer/log.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 153 unit: def csv_header() file: log_analyzer/log.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 154 unit: def view_as_csv_line() file: log_analyzer/log.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 155 unit: def _get_elapsed_time() file: log_analyzer/log.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 156 unit: def __init__() file: log_analyzer/log.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 157 unit: def extend() file: log_analyzer/log.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 158 unit: def clean_s() file: log_analyzer/ds_comm_log_analyzer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 159 unit: def backward() file: workload_generator/generate_megatron_workload.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 160 unit: def init() file: workload_generator/analysis_pytorch_trace.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 161 unit: def get_trace_workload() file: workload_generator/generate_ds_trace_replay_workload.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 162 unit: def forward() file: workload_generator/workload_generator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 163 unit: def backward() file: workload_generator/workload_generator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 164 unit: def step() file: workload_generator/workload_generator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 165 unit: def with_pipeline_forward_backward() file: workload_generator/workload_generator.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 166 unit: def grouped_gemm_is_available() file: core/grouped_gemm_util.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 167 unit: def _apply_barrier() file: workload_applyer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 168 unit: def _overlap() file: workload_applyer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2