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Qualcomm unifies its AI efforts with a brand new stack

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Qualcomm is not any stranger to the world of synthetic intelligence (AI) in its silicon. However for probably the most half, Qualcomm’s AI efforts have been considerably tailor-made and particular to sure components of its tech stack.

That scenario is altering at this time, with the announcement of the Qualcomm AI Stack. The brand new providing is meant to be a unified platform that brings collectively Qualcomm’s varied AI software program instruments right into a single stack that spans its portfolio. The aim of the Qualcomm AI Stack is to proceed to satisfy the particular wants of the assorted business verticals that Qualcomm serves, whereas additionally making it simple for builders to learn from a single stack.

In a briefing with press and analysts, Ziad Asghar, vp of product administration at Qualcomm Applied sciences, defined that some organizations need to use AI throughout a number of product traces. With the Qualcomm AI Stack, Asghar mentioned a corporation can take an AI mannequin constructed for one vertical, a cellular use case, for instance, after which use the identical mannequin for an additional deployment, akin to a fringe community and even an automotive deployment. Previously, which may have been a problem, as totally different use circumstances are based mostly on totally different Qualcomm {hardware}, which beforehand did not assist the identical AI stack.

“We consider that with the Qualcomm AI stack, we’re enabling builders and OEMs [Original Equipment Manufacturers] to have the ability to do way more with the AI ​​functionality that we’re constructing into our gadgets,” Asghar mentioned.

An AI stack for a lot of Qualcomm merchandises

Just lately, Qualcomm has been releasing a gentle stream of {hardware} and software program designed to hurry up AI.

Qualcomm’s cellular chip is Snapdragon, which integrates {hardware} acceleration capabilities for AI. The Qualcomm XR platform, alternatively, is meant for digital and augmented actuality functions that additionally profit from AI. The corporate has additionally taken goal at synthetic intelligence and robotics.

“Now we have made this leap, the place primarily the identical providing can cowl each enterprise line that we’ve at this time,” Asghar mentioned.

The general marketplace for AI-optimized silicon is massive and rising. In response to Verified Market Analysis, the AI ​​chip market is forecast to generate as much as $202 billion in income by 2030, a major development from the $10 billion in income generated in 2021.

Direct from Qualcomm’s AI engine

The Qualcomm AI Stack supplies assist for a number of AI frameworks, together with TensorFlow PyTorch and open supply ONNX. The step under frequent AI frameworks is the place Qualcomm AI Engine Direct expertise now comes into play within the Qualcomm portfolio.

Asghar defined that Qualcomm AI Engine Direct is for builders who need to profit extra straight from the silicon capabilities that Qualcomm {hardware} permits. AI Engine Direct will straight execute software program compilers, programming languages, and math libraries, in addition to profilers and debuggers. AI Engine Direct can also be suitable with a number of working techniques, together with Android, Home windows, Linux, and even QNX for vehicles.

The flexibility to assist the assorted capabilities that builders could have to allow an AI software is essential, however extra is required to efficiently implement and run AI. One of many instruments within the Qualcomm AI Stack is the AI ​​Mannequin Effectivity Toolkit, which has a number of elements. One is the power to compress a mannequin from one thing that might have been skilled within the cloud to one thing that may run on a tool embedded in a kitchen.

Ashghar additionally highlighted Qualcomm’s neural structure search capabilities which were developed with Google. He defined that Neural Structure Search permits greater accuracy and decrease latency to run fashions, even on decrease powered gadgets.

“I believe {hardware} is after all crucial, however more and more, AI software program is completely crucial,” Ashghar mentioned. “We’ve made very massive investments to have the ability to make this AI stack a best-in-class AI stack for the clever edge.”

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