Traceback (most recent call last):
File "convolutional.py", line 326, in <module>
tf.app.run()
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/tensorflow/python/platform/app.py", line 30, in run
sys.exit(main(sys.argv))
File "convolutional.py", line 138, in main
train_data = http://www.mamicode.com/extract_data(train_data_filename, 60000)
File "convolutional.py", line 85, in extract_data
buf = bytestream.read(IMAGE_SIZE * IMAGE_SIZE * num_images * NUM_CHANNELS)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/gzip.py", line 268, in read
self._read(readsize)
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/gzip.py", line 315, in _read
self._read_eof()
File "/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/gzip.py", line 354, in _read_eof
hex(self.crc)))
IOError: CRC check failed 0xd87082d != 0x6f522beL

是由于数据集不完整，去官网下载 

http://yann.lecun.com/exdb/mnist/

然后复制到tensorflow minist下的data文件夹下覆盖

tensorflow 运行 python convolutional.py时