A new AI startup has released what it says is the largest semiconductor chip ever constructed. Cerebral Systems has taken the wraps off its Wafer Scale Engine (WSE), which packs in 1.2 trillion transistors. It is a brand new kind of laptop optimized completely for AI and deep studying abilities. This places it way ahead of different chips currently available on the market, with recent launches from other chip leaders and AMD and Nvidia packing among 20 and 30 billion transistors.
Cerebral says that its hardware will benefit AI processing abilties that are often held again by a loss of to be had to compute capacity. The employer says testing an unmarried new hypothesis or schooling a new version is costly and time-heavy, often taking weeks or even months on currently available structures. Cerebral believes its new chip can help meet the “substantial computational demands” of deep learning, being purpose-constructed to permit for more computation than other hardware available on the market today.
Unlike many different excessive-powered chips on the market today, which are simply a group of chips piled on top of a silicon wafer, the WSE is a single chip on a single wafer, bearing in mind plenty faster switch speeds and processing ability. The WSE is more than 56X large than the biggest photos processing unit, containing three,000X greater on-chip memory and capable of reaching more than 10,000X the reminiscence bandwidth, with high-speed memory close to each middle, making sure that cores are constantly occupied doing calculations.
Across its 46,225 rectangular millimeters of silicon (making it slightly smaller than a regular tablet), the chip can deliver 400,000 AI-optimised cores, and its specialized memory architecture guarantees each of those cores operates at maximum performance. The WSE affords 18 gigabytes of speedy, on-chip memory disbursed among the cores in an unmarried-degree reminiscence hierarchy, one clock cycle far from each center. There’s no information but on while the hardware could be had for wider use, with Cerebral simply saying that updates may be coming quickly.