Currently our manylinux1 packages are breaking spec. This is the same issue for TensorFlow core and many other pip packages with C++ linking. Creating this issue to track the problem and we'll make the switch once the new BUILD toolchain is finalized.
Tracking:
https://groups.google.com/a/tensorflow.org/forum/#!topic/build/Xo190xAPyW8