This package contains Habana® TensorFlow bridge that allows to work with Habana® Gaudi®
Project description
Habana TensorFlow Python package
habana-tensorflow
is a package designed for easy integration of Gaudi bridge to Tensorflow topologies.
Main entry point (Python import) is habana_frameworks.tensorflow
module that contains all the necessary functions to work with Gaudi.
Structure
Properly built wheel contains:
habana_frameworks
python namespace (with all the folder structure inside)- libraries for all supported versions of TF (see
habana_frameworks.tensorflow.sysconfig._supported_tf_versions
) located inhabana_frameworks/tensorflow/tf<version_with_underscores>/lib/habanalabs/
- proper licensing
When loading habana_tensorflow
, there is sanity check for currently installed TF version in the system, to match libraries found in the module.
TensorFlow package (habana_frameworks.tensorflow)
Most important module inside is library_loader
and function load_habana_module()
, that is exposed directly after import.
It initializes the module properly.
Example:
import habana_frameworks.tensorflow as htf
htf.load_habana_module()
List of modules inside habana_frameworks.tensorflow
All modules are described in official docs.
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