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train.py
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train.py
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import os
import numpy as np
import torch
import datasets
from config import cfg
from importlib import import_module
#------------prepare enviroment------------
seed = cfg.SEED
if seed is not None:
np.random.seed(seed)
torch.manual_seed(seed)
torch.cuda.manual_seed(seed)
gpus = cfg.GPU_ID
if len(gpus)==1:
torch.cuda.set_device(gpus[0])
torch.backends.cudnn.benchmark = True
#------------prepare data loader------------
data_mode = cfg.DATASET
datasetting = import_module(f'datasets.setting.{data_mode}')
cfg_data = datasetting.cfg_data
#------------Prepare Trainer------------
from trainer import Trainer
#------------Start Training------------
pwd = os.path.split(os.path.realpath(__file__))[0]
cc_trainer = Trainer(cfg_data, pwd)
cc_trainer.forward()