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train.py
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train.py
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#!/usr/bin/env python2
# -*- coding: utf-8 -*-
"""
Created on Sun Mar 18 17:08:02 2018
@author: zwx
"""
from argparse import ArgumentParser
from model import WTC_Model
parser = ArgumentParser()
parser.add_argument('--target_layer', type=str,
dest='target_layer', help='target_layer(such as relu5)',
metavar='target_layer', required=True)
parser.add_argument('--pretrained_path',type=str,
dest='pretrained_path',help='the pretrained vgg19 path',
metavar='Pretrained',required = True)
parser.add_argument('--max_iterator',type=int,
dest='max_iterator',help='the max iterator',
metavar='MAX',required = True)
parser.add_argument('--checkpoint_path',type=str,
dest='checkpoint_path',help='checkpoint path',
metavar='CheckPoint',required = True)
parser.add_argument('--tfrecord_path',type=str,
dest='tfrecord_path',help='tfrecord path',
metavar='Tfrecord',required = True)
parser.add_argument('--batch_size',type=int,
dest='batch_size',help='batch_size',
metavar='Batch_size',required = True)
def main():
opts = parser.parse_args()
model = WTC_Model(target_layer = opts.target_layer,
pretrained_path = opts.pretrained_path,
max_iterator = opts.max_iterator,
checkpoint_path = opts.checkpoint_path,
tfrecord_path = opts.tfrecord_path,
batch_size = opts.batch_size)
model.train()
if __name__=='__main__' :
main()