()
| 84 | |
| 85 | |
| 86 | def main(): |
| 87 | args = parse_args() |
| 88 | |
| 89 | assert args.out or args.eval or args.format_only or args.show \ |
| 90 | or args.show_dir, \ |
| 91 | ('Please specify at least one operation (save/eval/format/show the ' |
| 92 | 'results / save the results) with the argument "--out", "--eval"' |
| 93 | ', "--format-only", "--show" or "--show-dir"') |
| 94 | |
| 95 | if args.eval and args.format_only: |
| 96 | raise ValueError('--eval and --format_only cannot be both specified') |
| 97 | |
| 98 | if args.out is not None and not args.out.endswith(('.pkl', '.pickle')): |
| 99 | raise ValueError('The output file must be a pkl file.') |
| 100 | |
| 101 | cfg = Config.fromfile(args.config) |
| 102 | if cfg.get('USE_MMDET', False): |
| 103 | from mmdet.apis import multi_gpu_test, single_gpu_test |
| 104 | from mmdet.datasets import build_dataloader |
| 105 | from mmdet.models import build_detector as build_model |
| 106 | if 'detector' in cfg.model: |
| 107 | cfg.model = cfg.model.detector |
| 108 | elif cfg.get('TRAIN_REID', False): |
| 109 | from mmdet.apis import multi_gpu_test, single_gpu_test |
| 110 | from mmdet.datasets import build_dataloader |
| 111 | |
| 112 | from mmtrack.models import build_reid as build_model |
| 113 | if 'reid' in cfg.model: |
| 114 | cfg.model = cfg.model.reid |
| 115 | else: |
| 116 | from mmtrack.apis import multi_gpu_test, single_gpu_test |
| 117 | from mmtrack.datasets import build_dataloader |
| 118 | from mmtrack.models import build_model |
| 119 | if args.cfg_options is not None: |
| 120 | cfg.merge_from_dict(args.cfg_options) |
| 121 | |
| 122 | # set multi-process settings |
| 123 | setup_multi_processes(cfg) |
| 124 | |
| 125 | # set random seeds. Force setting fixed seed and deterministic=True in SOT |
| 126 | # configs |
| 127 | if cfg.get('cudnn_benchmark', False): |
| 128 | torch.backends.cudnn.benchmark = True |
| 129 | if cfg.get('seed', None) is not None: |
| 130 | set_random_seed( |
| 131 | cfg.seed, deterministic=cfg.get('deterministic', False)) |
| 132 | cfg.data.test.test_mode = True |
| 133 | |
| 134 | cfg.gpu_ids = [args.gpu_id] |
| 135 | |
| 136 | # init distributed env first, since logger depends on the dist info. |
| 137 | if args.launcher == 'none': |
| 138 | distributed = False |
| 139 | else: |
| 140 | distributed = True |
| 141 | init_dist(args.launcher, **cfg.dist_params) |
| 142 | |
| 143 | rank, _ = get_dist_info() |
no test coverage detected