TensorFlow* is an open source AI and machine learning platform used widely for production AI development and deployment. Often these applications require deep neural networks and extremely large datasets, which can become compute bottlenecks.
Intel releases its newest optimizations and features in Intel® Extension for TensorFlow* before upstreaming them into open source TensorFlow.
With a few lines of code, you can extend TensorFlow to:
- Take advantage of the most up-to-date Intel software and hardware optimizations for TensorFlow.
- Speed up TensorFlow-based training and inference turnaround times on Intel hardware.
- Extend TensorFlow to further accelerate performance on Intel CPU and GPU hardware.
Intel also works closely with the open source TensorFlow project to optimize the TensorFlow framework for Intel hardware. These optimizations for TensorFlow, along with the extension, are part of the end-to-end suite of Intel® AI and machine learning development tools and resources.