| |
|
|
| """Main tasks functionality.""" |
|
|
| import os |
| import sys |
|
|
| sys.path.append( |
| os.path.abspath( |
| os.path.join( |
| os.path.join(os.path.dirname(__file__), os.path.pardir), |
| os.path.pardir, |
| ) |
| ) |
| ) |
| from megatron import get_args |
| from megatron.initialize import initialize_megatron |
|
|
| def get_tasks_args(parser): |
| """Provide extra arguments required for tasks.""" |
| group = parser.add_argument_group(title="tasks") |
|
|
| group.add_argument('--task', type=str, default='segment', |
| choices=['classify', 'segment_setr', 'segment_segformer'], |
| help='task name.') |
| group.add_argument("--epochs", type=int, default=None, |
| help="Number of finetunning epochs. Zero results in " |
| "evaluation only.") |
| group.add_argument('--pretrained-checkpoint-type', type=str, default='default', |
| choices=['default', 'external', 'constrastive'], |
| help='Type of pretrained checkpoint') |
| group.add_argument("--pretrained-checkpoint", type=str, default=None, |
| help="Pretrained checkpoint used for finetunning.") |
| group.add_argument('--seg-stride', type=int, default=None, |
| help='sliding window stride during evaluation') |
| return parser |
|
|
|
|
| if __name__ == "__main__": |
|
|
| initialize_megatron(extra_args_provider=get_tasks_args) |
| args = get_args() |
|
|
| if args.task == 'classify': |
| from tasks.vision.classification.classification import main |
| main() |
| elif args.task == 'segment_setr': |
| from tasks.vision.segmentation.finetune_setr import main |
| main() |
| elif args.task == 'segment_segformer': |
| from tasks.vision.segmentation.finetune_segformer import main |
| main() |
|
|
|
|
