Introducing Intel® Advanced Matrix Extensions on 4th Gen Intel® Xeon® Processors | Intel Software

Опубликовано 10 января 2023, 20:56

Get an introduction to a new feature on Intel® Xeon® Scalable processor Max Series and 4th gen Intel Xeon Scalable processors: Intel® Advanced Matrix Extensions (Intel® AMX).

This new feature expands the use of CPUs for Artificial Intelligence workloads by adding hardware in the form of dedicated TILES and a set of matrix multiply instructions, or TMUL, to operate efficient matrix multiplication operations on those tiles.

Intel® AMX supports INT8 and BF16 data types, which speed up deep learning training and inferencing, while AVX512 instructions continue support of FP32 and FP64 data types, which are used in classical machine learning workloads.

In this way, Intel® Xeon® Scalable processors will help you maximize your Xeon investment by doing more with your CPU.

It takes minimum effort to benefit from this new feature. You can use toolkits and frameworks that have been optimized to take advantage of Intel® AMX.

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Introducing Intel® Advanced Matrix Extensions on 4th Gen Intel® Xeon® Processors | Intel Software