import os import os.path as osp import sys import datetime from mmcv import Config as MMConfig class Config: def get_config_fromfile(self, config_path): self.config_path = config_path cfg = MMConfig.fromfile(self.config_path) self.__dict__.update(dict(cfg)) # update dir self.cur_dir = osp.dirname(os.path.abspath(__file__)) self.root_dir = osp.join(self.cur_dir, '..') self.data_dir = osp.join(self.root_dir, 'dataset') self.human_model_path = osp.join(self.root_dir, 'common', 'utils', 'human_model_files') ## add some paths to the system root dir sys.path.insert(0, osp.join(self.root_dir, 'common')) def prepare_dirs(self, exp_name): time_str = datetime.datetime.now().strftime('%Y%m%d_%H%M%S') self.output_dir = osp.join(self.root_dir, f'{exp_name}_{time_str}') self.model_dir = osp.join(self.output_dir, 'model_dump') self.vis_dir = osp.join(self.output_dir, 'vis') self.log_dir = osp.join(self.output_dir, 'log') self.code_dir = osp.join(self.output_dir, 'code') self.result_dir = osp.join(self.output_dir, 'result') from utils.dir import make_folder make_folder(self.model_dir) make_folder(self.vis_dir) make_folder(self.log_dir) make_folder(self.code_dir) make_folder(self.result_dir) ## copy some code to log dir as a backup copy_files = ['main/train.py', 'main/test.py', 'common/base.py', 'common/nets', 'main/SMPLer_X.py', 'data/dataset.py', 'data/MSCOCO/MSCOCO.py', 'data/AGORA/AGORA.py'] for file in copy_files: os.system(f'cp -r {self.root_dir}/{file} {self.code_dir}') def update_test_config(self, testset, agora_benchmark, shapy_eval_split, pretrained_model_path, use_cache, eval_on_train=False, vis=False): self.testset = testset self.agora_benchmark = agora_benchmark self.pretrained_model_path = pretrained_model_path self.shapy_eval_split = shapy_eval_split self.use_cache = use_cache self.eval_on_train = eval_on_train self.vis = vis def update_config(self, num_gpus, pretrained_model_path, output_folder, device): self.num_gpus = num_gpus self.pretrained_model_path = pretrained_model_path self.log_dir = output_folder self.device = device # Save cfg_save = MMConfig(self.__dict__) cfg = Config()