Skip to main content
  1. Home
  2. Computing
  3. News

AMD’s ‘Ryzen’ chips integrate neural nets for killer performance

Add as a preferred source on Google

At AMD’s New Horizon event we caught a sneak peek at the upcoming Zen CPU, and we found out its new name: Ryzen. During the event AMD CEO Dr. Lisa Su proudly announced the new branding, as well as some of the upcoming chip’s impressive specs.

Built “from a blank sheet of paper,” according to AMD CEO Dr. Su, to deliver unprecedented performance at impossibly low wattage, Ryzen has some impressive stats and brand new features which set it apart from the competition.

Recommended Videos

The new chip meets, and beat AMD’s own internal goals, delivering more than a 40 percent improvement in instructions-per-clock when compared to previous AMD hardware. Put another way, this means each Ryzen core delivers better performance at any given clock speed.

Speaking of cores, Ryzen was show with eight, each with two threads, for a total of sixteen threads. There’s a massive L2+L3 cache of 20MB, and AMD quoted a base clock of 3.4GHz.

We still don’t know what the Ryzen’s boost speeds might be, but at this point, even without the performance gains a turbo-boost setting would allow, AMD says Ryzen is an even match for Intel’s top-end Core i7-6900K.

In a pair of dramatic head-to-head benchmarks, the Ryzen matched the i7-6900K’s performance in a Blender benchmark, and edged out the Intel CPU in the Handbrake benchmark, by five seconds.

The most impressive part? Ryzen is said to accomplish this at a lower wattage than the Intel chip. Ryzen has a thermal design power of 95 watts, while the Core i7-6900K it was compared to has a TDP of 140 watts.

The features set it apart

There’s more to Ryzen than just core counts and speeds. AMD says it has features that will make the chip one of the most intelligent CPUs on the market. Ryzen is equipped with advanced machine intelligence capabilities, which allow it to learn how your applications behave, and anticipate what data a particular application will need based on prior experience.

These intelligent capabilities are what AMD is calling the Ryzen’s “SenseMI” technology, which pairs Neural Net Prediction with Smart Prefetch. The Neural Net feature attempts to predict how programs will be processed based on past runs, to optimize for the software on-the-fly. Smart Prefetch, meanwhile, lets the chip seek out information it believes it will need, so it’s readily available when called for.

Each Ryzen chip will adjust its maximum boost clock based on available thermal overhead, which is tracked by “more than 100” embedded sensors that gauge power draw and operating temperatures. AMD calls this Pure Power.

From there, if you have what CEO Dr. Su calls “premium cooling,” Ryzen will unlock higher clock speeds that it has determined to be safe based on its environment. Whether that’s a simple fan or a liquid nitrogen evaporating setup, the chip will continually work as hard as it can, without you lifting a finger. AMD calls this Extended Frequency Range, or XFR for short.

That works hand-and-hand with Precision Boost, which is similar to the Turbo Boost feature found on Intel CPUs, or the boost clock on a GPU. It dynamically changes the maximum speed in 25MHz increments, so you never have to worry about setting an overclock or maximum clockspeed.

Combined, AMD believes these optimizations will help its Ryzen hardware make the most of what’s available, drastically increasing performance-per-watt.

New processors also mean new chipsets, and Ryzen is no exception. The top-end AM4 chipset, known as X370, adds support for DDR4 memory at up 2,400MHz, PCIe Gen 3, USB 3.1 at 10Gbps, and of course support for NVMe and SATA Express drives.

The actual list of SKUs is still a bit of a mystery heading into the event, although there is some speculation. Pricing also remains unannounced.

However, AMD did confirm it’s on track for release in the first quarter of 2017. That means we should see the processors in stores before spring. Hold on, AMD fans — your long awaited CPU upgrade is almost here.

Brad Bourque
Brad Bourque is a native Portlander, devout nerd, and craft beer enthusiast. He studied creative writing at Willamette…
This snap-on accessory brings touch to your MacBook without breaking the bank
The Magic Screen will soon be available via Kickstarter.
Person using a MacBook with an Intricuit Magic Screen.

Recent leaks suggest Apple may finally be rethinking its long-held opposition to touchscreen displays on MacBooks. The company is reportedly planning to offer a touch-sensitive panel on the long-rumored OLED MacBook Pro, which is expected to launch later this year or early next year. If you like the idea of a touchscreen MacBook but are tired of waiting for Apple to bring it to market, Intricuit has a clever solution.

The company has unveiled an accessory called the Magic Screen at CES, which adds touchscreen functionality to existing MacBook models. The Magic Screen attaches seamlessly to the MacBook's display using magnets and connects via USB-C to instantly enable basic touch input, no setup or third-party apps required. Advanced functions and customizations, however, are unlocked through Magic Screen's companion app.

Read more
Acer thinks you need a gaming monitor with a 1,000Hz refresh rate at any cost
Acer's Predator XB273U F6 joins the growing 1,000Hz club, proving that extreme refresh rates aren't about bragging rights alone.
Acer Predator 1,000Hz refresh rate gaming monitor.

After Samsung and HKC, the Taiwanese tech manufacturer Acer has launched a new 1,000Hz gaming monitor. At CES 2026, the company unveiled the Predator XB273U F6, which looks like a fairly conventional 27-inch monitor at first glance, but it can switch from a 500Hz refresh rate to 1,000Hz in no time.

At 500Hz, the Acer Predator gaming monitor provides the native resolution of 2,560 x 1,440 pixels. It also offers other gaming-centric features, such as AMD FreeSync Premium and a minimum response time of 0.5ms.

Read more
Save 57% on a Samsung Chromebook that’s great for school basics
Save 57% on a Samsung Chromebook, an easy pick for school basics at $129.99
Samsung 14 Galaxy Chromebook Go Laptop

If you need a laptop for schoolwork and everyday basics, a Chromebook at the right price is hard to argue with. The 14" Samsung Galaxy Chromebook Go is down to $129.99 (was $299.99), saving you $170 at 57% off. At this price, the value is less about chasing high performance and more about getting a dependable “do the homework, join the class call, keep moving” machine without overspending.

get the deal

Read more