By Andy Fell on June 17, 2016
UC Davis -- A microchip containing 1,000 independent programmable
processors has been designed by a team at the University
of California , Davis , Department of Electrical and Computer
Engineering. The energy-efficient “KiloCore” chip has a maximum computation
rate of 1.78 trillion instructions per second and contains 621 million
transistors. The KiloCore was presented at the 2016 Symposium on VLSI Technology and Circuits
in Honolulu
on June 16.
“To the best of our knowledge, it is the world’s first 1,000-processor chip
and it is the highest clock-rate processor ever designed in a university,” said
Bevan Baas, professor of electrical and computer engineering, who led the team
that designed the chip architecture. While other multiple-processor chips have
been created, none exceed about 300 processors, according to an analysis
by Baas’ team. Most were created for research purposes and few are sold
commercially. The KiloCore chip was fabricated by IBM using their 32 nm CMOS
technology.
Each processor core can run its own small program independently of the
others, which is a fundamentally more flexible approach than so-called
Single-Instruction-Multiple-Data approaches utilized by processors such as
GPUs; the idea is to break an application up into many small pieces, each of
which can run in parallel on different processors, enabling high throughput
with lower energy use, Baas said.
Because each processor is independently clocked, it can shut itself down to
further save energy when not needed, said graduate student Brent Bohnenstiehl,
who developed the principal architecture. Cores operate at an average maximum
clock frequency of 1.78 GHz, and they transfer data directly to each other
rather than using a pooled memory area that can become a bottleneck for data.
The chip is the most energy-efficient “many-core” processor ever reported,
Baas said. For example, the 1,000 processors can execute 115 billion
instructions per second while dissipating only 0.7 Watts, low enough to be
powered by a single AA battery. The KiloCore chip executes
instructions more than 100 times more efficiently than a modern laptop
processor.
Applications already developed for the chip include wireless
coding/decoding, video processing, encryption, and others involving large
amounts of parallel data such as scientific data applications and datacenter
record processing.
The team has completed a compiler and automatic program mapping tools for
use in programming the chip.
Additional team members are Aaron Stillmaker, Jon Pimentel, Timothy
Andreas, Bin Liu, Anh Tran and Emmanuel Adeagbo, all graduate students at UC
Davis. The fabrication was sponsored by the Department of Defense and ARL/ARO
Grant W911NF-13-1-0090; with support from NSF Grants 0903549, 1018972, 1321163,
and CAREER Award 0546907; and SRC GRC Grants 1971 and 2321.
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