Here are some pre-built TensorFlow binaries you can use for each platform: - Linux - CPU-only: https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-cpu-linux-x86_64-1.12.0.tar.gz - GPU-enabled: https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-gpu-linux-x86_64-1.12.0.tar.gz - Mac: https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-cpu-darwin-x86_64-1.12.0.tar.gz - Windows: https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-cpu-windows-x86_64-1.12.0.zip https://www.tensorflow.org/install/source_windows pacman -S git patch unzip 1. Build static library `bazel build --config=opt //tensorflow:libtensorflow.so` 2. Build pip package `bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package` 3. Generate pip installation file `bazel-bin\tensorflow\tools\pip_package\build_pip_package C:/tmp/tensorflow_pkg` 4. Install from local wheel file. `pip install C:/tmp/tensorflow_pkg/tensorflow-1.13.0-cp36-cp36m-win_amd64.whl`