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I had the same issue. This is caused by python version 3. The project needs python 2 to run. So I setup a conda virtual environment with python 2.7 and tensorFlow for python 2.7 to fix this issue. After you fix this, you will have multiple other issues such as TypeError: only integer scalar arrays can be converted to a scalar index. I will comment on another post about how I fixed it.
File "board.py", line 74
print "Iteration:", '%04d' % (iteration + 1), "cost=", "{:.9f}".format(avg_cost)
^
SyntaxError: invalid syntax
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