from res_config import ResConfig
from model import RESModel
from data_generator import GenerateData
from train import Trainer
import tensorflow as tf
FLAGS = tf.app.flags.FLAGS
tf.app.flags.DEFINE_boolean('is_train', True, """ Whether it is a training or testing""")
class Res:
def __init__(self, sess):
"""
:param sess: the tensorflow session
"""
self.sess = sess
self.config = ResConfig()
self.model = RESModel(self.config)
self.model.build_model()
self.data = GenerateData(self.config)
self.trainer = Trainer(self.sess, self.model, self.data, self.config)
def train(self):
self.trainer.train()
def main(_):
init = tf.global_variables_initializer()
sess = tf.Session()
sess.run(init)
res = Res(sess)
if FLAGS.is_train:
res.train()
if __name__ == '__main__':
tf.app.run()
