Tensorflow benchmark files not updated after migration?

[hit1001]

After trying benchmark_googlenet.py to benchmark, i ran into "TypeError: Expected int32, got list containing Tensors of type '_Message' instead."
After searching through i found some links that the tensorflow might not support the old features. Such as tf.concat function.

i think the files uses the old functions from the tensorflow.