I noticed there was a same topic #30632. The starter of the issue switches to tf 1.12 and solves the problem. But the problem is still not resolved. When I follow the instruction and try to compile the cuda kernel, I change the cuda_kernel_helper.h to gpu_kernel_helper.h and run into the same problem.

python2.7/site-packages/tensorflow/include/tensorflow/core/util/gpu_kernel_helper.h:22:10: fatal error: third_party/gpus/cuda/include/cuda_fp16.h: No such file or directory
#include "third_party/gpus/cuda/include/cuda_fp16.h"
^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Can someone figure out a reason behind this error? I pip installed tensorflow. Should I build from source?