Optimizing TensorFlow for 4th Gen Intel Xeon Processors

Posted by Ashraf Bhuiyan, AG Ramesh from Intel, Penporn Koanantakool from Google

TensorFlow 2.9.1 was the first release to include, by default, optimizations driven by the Intel® oneAPI Deep Neural Network (oneDNN) library, for 3rd Gen Intel ® 3rd Xeon® processors (Cascade Lake). Since then, Intel and Google have continued our collaboration to introduce new TensorFlow optimizations for the next generation of Intel Xeon processors.

These optimizations accelerate TensorFlow models using the new matrix-based instructions set, Intel® Advanced …

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