It work on Alpine 3.10 and Tensorflow 1.13.2. Compile tensorflow with options:
CC_OPT_FLAGS='-march=native'
TF_NEED_JEMALLOC=1
TF_NEED_GCP=0
TF_NEED_HDFS=0
TF_NEED_S3=0
TF_ENABLE_XLA=0
TF_NEED_GDR=0
TF_NEED_VERBS=0
TF_NEED_OPENCL=0
TF_NEED_CUDA=0
TF_NEED_MPI=0
Use the pre-built binary wheel hosted on Github.
If you want to compile it yourself, use the Dockerfile. Note that it can take many hours.