Introduction

TensorFlow 2.18 has been released with several new features and improvements.

NumPy 2.0

tensorflow 2.18 includes support for NumPy 2.0, which was released with several new features and improvements compared to the previous version. These changes can have a significant impact on the precision of numerical calculations and the stability of the software.

New Features of NumPy 2.0

def support for more recent data types
def changes in promotion rules
def improved representation of scalar numbers

LiteRT Repository

TensorFlow 2.18 includes a LiteRT repository, which was released as an alternative to the previous TFLite software. This new repository has a more complete codebase and offers many additional features.

New Features of the LiteRT Repository

def support for newer data storage types
def improvements in data processing speed
def integration with other development technologies

CUDA Update

tensorflow 2.18 includes a CUDA update, which was released to improve the stability and performance of the software.

New Features of CUDA

def support for more recent versions of the technology
def improvements in data processing speed
def integration with other development technologies

Hermetic CUDA

tensorflow 2.18 includes an update to Hermetic CUDA, which was released to improve the stability and performance of the software.

New Features of Hermetic CUDA

def support for more recent versions of the technology
def improvements in data processing speed
def integration with other development technologies

Conclusion

tensorflow 2.18 has been released with several new features and improvements that can have a significant impact on the stability and performance of the software.