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from config import config
from models import Model
from utils.dataset import ClipConditions
from utils.misc import set_visible_cuda
set_visible_cuda(config['system'])
model = Model(config['system'], config['model'], config['hyperparameter'])
# 3 models for different conditions
dataset_selectors = {
'nm': {'conditions': ClipConditions({r'nm-0\d'})},
'bg': {'conditions': ClipConditions({r'nm-0\d', r'bg-0\d'})},
'cl': {'conditions': ClipConditions({r'nm-0\d', r'cl-0\d'})},
}
model.fit_all(config['dataset'], dataset_selectors, config['dataloader'])
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