'''fcn_unets5os16_chasedb1'''
import os
import copy
from .base_cfg import SEGMENTOR_CFG
from .._base_ import DATASET_CFG_CHASEDB1_128x128, DATALOADER_CFG_BS16


# deepcopy
SEGMENTOR_CFG = copy.deepcopy(SEGMENTOR_CFG)
# modify dataset config
SEGMENTOR_CFG['dataset'] = DATASET_CFG_CHASEDB1_128x128.copy()
# modify dataloader config
SEGMENTOR_CFG['dataloader'] = DATALOADER_CFG_BS16.copy()
# modify scheduler config
SEGMENTOR_CFG['scheduler']['max_epochs'] = 1
# modify other segmentor configs
SEGMENTOR_CFG['num_classes'] = 2
SEGMENTOR_CFG['inference'] = {
    'forward': {'mode': 'slide', 'cropsize': (128, 128), 'stride': (85, 85)},
    'tta': {'multiscale': [1], 'flip': False, 'use_probs_before_resize': True},
    'evaluate': {'metric_list': ['dice', 'mdice']},
}
SEGMENTOR_CFG['work_dir'] = os.path.split(__file__)[-1].split('.')[0]
SEGMENTOR_CFG['logger_handle_cfg']['logfilepath'] = os.path.join(SEGMENTOR_CFG['work_dir'], f"{os.path.split(__file__)[-1].split('.')[0]}.log")