#!/usr/bin/env python # -*- coding: utf-8 -*- """ File Description Details """ import os import shutil import subprocess import time import re from mindspore import log as logger rank_table_path = "/home/workspace/mindspore_config/hccl/rank_table_8p.json" data_root = "/home/workspace/mindspore_dataset/" ckpt_root = "/home/workspace/mindspore_dataset/checkpoint" cur_path = os.path.split(os.path.realpath(__file__))[0] geir_root = os.path.join(cur_path, "mindspore_geir") arm_main_path = os.path.join(cur_path, "mindir_310infer_exe") model_zoo_path = os.path.join(cur_path, "../../../tests/models") def copy_files(from_, to_, model_name): if not os.path.exists(os.path.join(from_, model_name)): raise ValueError("There is no file or path", os.path.join(from_, model_name)) if os.path.exists(os.path.join(to_, model_name)): shutil.rmtree(os.path.join(to_, model_name)) return os.system("cp -r {0} {1}".format(os.path.join(from_, model_name), to_)) def exec_sed_command(old_list, new_list, file): if isinstance(old_list, str): old_list = [old_list] if isinstance(new_list, str): old_list = [new_list] if len(old_list) != len(new_list): raise ValueError("len(old_list) should be equal to len(new_list)") for old, new in zip(old_list, new_list): ret = os.system('sed -i "s#{0}#{1}#g" {2}'.format(old, new, file)) if ret != 0: raise ValueError('exec `sed -i "s#{0}#{1}#g" {2}` failed.'.format(old, new, file)) return ret def process_check(cycle_time, cmd, wait_time=5): for i in range(cycle_time): time.sleep(wait_time) sub = subprocess.Popen(args="{}".format(cmd), shell=True, stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.PIPE, universal_newlines=True) stdout_data, _ = sub.communicate() if not stdout_data: logger.info("process execute success.") return True logger.warning("process is running, please wait {}".format(i)) logger.error("process execute execute timeout.") return False def get_perf_data(log_path, search_str="per step time", cmd=None): if cmd is None: get_step_times_cmd = r"""grep -a "{0}" {1}|egrep -v "loss|\]|\["|awk '{{print $(NF-1)}}'""" \ .format(search_str, log_path) else: get_step_times_cmd = cmd sub = subprocess.Popen(args="{}".format(get_step_times_cmd), shell=True, stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.PIPE, universal_newlines=True) stdout, _ = sub.communicate() if sub.returncode != 0: raise RuntimeError("exec {} failed".format(cmd)) logger.info("execute {} success".format(cmd)) stdout = stdout.strip().split("\n") step_time_list = list(map(float, stdout[1:])) if not step_time_list: cmd = "cat {}".format(log_path) os.system(cmd) raise RuntimeError("step_time_list is empty") per_step_time = sum(step_time_list) / len(step_time_list) return per_step_time def get_loss_data_list(log_path, search_str="loss is", cmd=None): if cmd is None: loss_value_cmd = """ grep -a '{}' {}| awk '{{print $NF}}' """.format(search_str, log_path) else: loss_value_cmd = cmd sub = subprocess.Popen(args="{}".format(loss_value_cmd), shell=True, stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.PIPE, universal_newlines=True) stdout, _ = sub.communicate() if sub.returncode != 0: raise RuntimeError("get loss from {} failed".format(log_path)) logger.info("execute {} success".format(cmd)) stdout = stdout.strip().split("\n") loss_list = list(map(float, stdout)) if not loss_list: cmd = "cat {}".format(log_path) os.system(cmd) raise RuntimeError("loss_list is empty") return loss_list def parse_log_file(pattern, log_path): value_list = [] with open(log_path, "r") as file: for line in file.readlines(): match_result = re.search(pattern, line) if match_result is not None: value_list.append(float(match_result.group(1))) if not value_list: print("pattern is", pattern) cmd = "cat {}".format(log_path) os.system(cmd) return value_list