'''deeplabv3plus_resnest101os8_ade20k'''
import os
import copy
from .base_cfg import SEGMENTOR_CFG
from .._base_ import DATASET_CFG_ADE20k_512x512, DATALOADER_CFG_BS16


# deepcopy
SEGMENTOR_CFG = copy.deepcopy(SEGMENTOR_CFG)
# modify dataset config
SEGMENTOR_CFG['dataset'] = DATASET_CFG_ADE20k_512x512.copy()
# modify dataloader config
SEGMENTOR_CFG['dataloader'] = DATALOADER_CFG_BS16.copy()
# modify scheduler config
SEGMENTOR_CFG['scheduler']['max_epochs'] = 130
# modify other segmentor configs
SEGMENTOR_CFG['type'] = 'Deeplabv3Plus'
SEGMENTOR_CFG['num_classes'] = 150
SEGMENTOR_CFG['head'] = {
    'in_channels': [256, 2048], 'feats_channels': 512, 'shortcut_channels': 48, 'dilations': [1, 12, 24, 36], 'dropout': 0.1,
}
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")