To build TensorFlow from source, you need to install several dependencies. Below is a list of the requirements for building TensorFlow:
- Python: Python 3.7, 3.8, or 3.9
- pip: The latest version of pip
- wheel: The latest version of wheel
- numpy: Version 1.16.0 or higher
- six: Version 1.12.0 or higher
- wheel: The latest version of wheel
- future: Version 0.18.2 or higher
- absl-py: Version 0.9.0 or higher
- gfile: Version 0.1.2 or higher
- tensorboard: Version 1.15.0 or higher
- tf-estimator: Version 2.0.0 or higher
- google-api-python-client: Version 1.7.6 or higher
- mock: Version 3.0.5 or higher
- termcolor: Version 1.1.0 or higher
- wheel: The latest version of wheel
- termcolor: Version 1.1.0 or higher
- numpy: Version 1.16.0 or higher
- absl-py: Version 0.9.0 or higher
- gfile: Version 0.1.2 or higher
For detailed instructions on how to build TensorFlow, please refer to the official TensorFlow documentation.
Here are some common issues encountered while building TensorFlow:
- Missing dependencies: Ensure all the required dependencies are installed.
- Python version: Make sure you are using the correct version of Python.
- pip version: The latest version of pip is required for building TensorFlow.
If you encounter any other issues, please refer to the TensorFlow GitHub issues page for solutions.