ValueError: cannot reshape array of size 9912406 into shape (60000,28,28,1) 问题解决

原因

数据集解压方式错误，MNIST文件下载后是.gz格式，需要在linux环境下解压（win7环境用rar解压，报同样错误）

t10k-images-idx3-ubyte.gz  

t10k-labels-idx1-ubyte.gz 

train-images-idx3-ubyte.gz  

train-labels-idx1-ubyte.gz

正确解压后文件下载：点击下载

文件列表：

t10k-images-idx3-ubyte

t10k-labels-idx1-ubyte

train-images-idx3-ubyte

train-labels-idx1-ubyte

linux（Ubuntu）环境gz解压指令

gunzip –c train-labels-idx1-ubyte.gz > train-labels-idx1-ubyte

win7 环境报错

  File "C:/DCGAN/main.py", line 63, in main
    sample_dir=FLAGS.sample_dir)
  File "C:\DCGAN\model.py", line 74, in __init__
    self.data_X, self.data_y = self.load_mnist()
  File "C:\DCGAN\model.py", line 461, in load_mnist
    trX = loaded[16:].reshape((60000,28,28,1)).astype(np.float)
ValueError: cannot reshape array of size 9912406 into shape (60000,28,28,1)

linux（Ubuntu）环境报错

  File "main.py", line 63, in main
    sample_dir=FLAGS.sample_dir)
  File "/root/DCGAN-tensorflow-master/model.py", line 74, in __init__
    self.data_X, self.data_y = self.load_mnist()
  File "/root/DCGAN-tensorflow-master/model.py", line 459, in load_mnist
    trX = loaded[16:].reshape((60000,28,28,1)).astype(np.float)
ValueError: cannot reshape array of size 9912406 into shape (60000,28,28,1)

以下网页提到了该问题，但是没有给出解决方案

http://www.cnblogs.com/Charles-Wan/p/6266279.html

https://stackoverflow.com/questions/44427896/valueerror-cannot-reshape-array-of-size-392000-into-shape-28-28

其他类似报错，主要是传入数据问题，请检查数据文件格式、解压方式、组织格式。