Vasily Aristarkhov’s Post

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AI algorithms, Principal Engineer and Engineering Manager at Intel Corporation

Hey everyone, We’re excited to announce the release of our latest AI visual inference samples (https://lnkd.in/eJ6A96px). The highlight of this release is the introduction of heterogeneous pipelines that leverage Intel® Xeon® AI capabilities in combination with hardware media processing. Here’s how it works (see illustration): -       take Intel® Xeon® Processors equipped with Intel® discrete GPU card(s) -       execute decoding and preprocessing on HW accelerated media engines from Intel® Data Center GPU Flex Series (or Intel® Arc™) -       run AI inference on Intel® Xeon® CPUs with AMX (Intel® Advanced Matrix Extensions) instructions support. This approach allows you to fully utilize media GPU engines, achieving significant speed-ups compared to GPU-only solutions. We particularly recommend the Intel® Data Center GPU Flex 140 Series, as it features two GPUs per card and a total of four hardware media engines. This setup provides better balancing with Intel® Xeon® Processors. The number of GPU cards per host will depend on your Intel® Xeon® CPU model. High-end versions may require several cards to fully balance AI capabilities for media analytics models like Resnet50. All new heterogeneous pipelines have the postfix "GPU_CPU." You can find them along with others in the folder samples/openvino. #IAmIntel #openvino #intel #ai #deeplearning

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