A coprocessor is a computer processor used to supplement the functions of the primary processor (the CPU
). Operations performed by the coprocessor may be floating point
, signal processing
, string processing
or I/O interfacing
with peripheral devices. By offloading processor-intensive tasks from the main processor
, coprocessors can accelerate system performance. Coprocessors allow a line of computers to be customized, so that customers who do not need the extra performance do not need to pay for it.
Coprocessors vary in their degree of autonomy. Some (such as FPU
s) rely on direct control via coprocessor instructions
, embedded in the CPU's instruction stream
. Others are independent processors in their own right, capable of working asynchronously; they are still not optimized for general-purpose code
, or they are incapable of it due to a limited instruction set
focused on accelerating specific tasks
. It is common for these to be driven by direct memory access
(DMA), with the host processor
building a command list
. The PlayStation 2
's Emotion engine
contained an unusual DSP
-like SIMD vector unit
capable of both modes of operation.
To make best use of mainframe computer
processor time, input/output tasks were delegated to separate systems called Channel I/O
. The mainframe would not require any I/O processing at all, instead would just set parameters for an input or output operation and then signal the channel processor to carry out the whole of the operation. By dedicating relatively simple sub-processors to handle time-consuming I/O formatting and processing, overall system performance was improved.
Coprocessors for floating-point arithmetic first appeared in desktop computers
in the 1970s and became common throughout the 1980s and into the early 1990s. Early 8-bit and 16-bit processors used software to carry out floating-point
arithmetic operations. Where a coprocessor was supported, floating-point calculations could be carried out many times faster. Math coprocessors were popular purchases for users of computer-aided design
(CAD) software and scientific and engineering calculations. Some floating-point units, such as the AMD 9511
, Intel 8231/8232
FPUs were treated as peripheral devices, while others such as the Intel 8087
, Motorola 68881
and National 32081
were more closely integrated with the CPU.
Another form of coprocessor was a video display coprocessor, as used in the Atari 8-bit family
, the Texas Instruments TI-99/4A
home-computers, which were called "Video Display Controller
s". The Commodore Amiga custom chipset
included such a unit known as the Copper
, as well as a Blitter
for accelerating bitmap
manipulation in memory.
As microprocessors developed, the cost of integrating the floating point arithmetic functions into the processor declined. High processor speeds also made a closely integrated coprocessor difficult to implement. Separately packaged mathematics coprocessors are now uncommon in desktop computers
. The demand for a dedicated graphics coprocessor
has grown, however, particularly due to an increasing demand for realistic 3D graphics
in computer games
The original IBM PC
included a socket for the Intel 8087 floating-point
coprocessor (aka FPU
) which was a popular option for people using the PC for computer-aided design
or mathematics-intensive calculations. In that architecture, the coprocessor speeds up floating-point arithmetic on the order of fiftyfold. Users that only used the PC for word processing, for example, saved the high cost of the coprocessor, which would not have accelerated performance of text manipulation operations.
The 8087 was tightly integrated with the 8086
/8088 and responded to floating-point machine code
operation codes inserted in the 8088 instruction stream. An 8088 processor without an 8087 could not interpret these instructions, requiring separate versions of programs for FPU and non-FPU systems, or at least a test at run time to detect the FPU and select appropriate mathematical library functions.
Another coprocessor for the 8086/8088 central processor was the 8089
input/output coprocessor. It used the same programming technique as 8087 for input/output operations, such as transfer of data from memory to a peripheral device, and so reducing the load on the CPU. But IBM didn't use it in IBM PC design and Intel stopped development of this type of coprocessor.
The Intel 80386 microprocessor
used an optional "math" coprocessor (the 80387
) to perform floating point operations directly in hardware
. The Intel 80486DX processor included floating-point hardware on the chip. Intel released a cost-reduced processor, the 80486SX, that had no floating point hardware, and also sold an 80487SX coprocessor that essentially disabled the main processor when installed, since the 80487SX was a complete 80486DX with a different set of pin connections.
[Scott Mueller, ''Upgrading and repairing PCs '' 15th edition, Que Publishing, 2003 , pages 108–110]
Intel processors later than the 80486 integrated floating-point hardware on the main processor chip; the advances in integration eliminated the cost advantage of selling the floating point processor as an optional element. It would be very difficult to adapt circuit-board techniques adequate at 75 MHz processor speed to meet the time-delay, power consumption, and radio-frequency interference standards required at gigahertz-range clock speeds. These on-chip floating point processors are still referred to as coprocessors because they operate in parallel with the main CPU.
During the era of 8- and 16-bit desktop computers another common source of floating-point coprocessors was Weitek
. These coprocessors had a different instruction set from the Intel coprocessors, and used a different socket, which not all motherboards supported. The Weitek processors did not provide transcendental mathematics functions (for example, trigonometric functions) like the Intel x87 family, and required specific software libraries to support their functions.
[Scott Mueller, ''Upgrading and Repairing PCs, Second Edition'', Que Publishing, 1992 , pp. 412-413]
The Motorola 68000
family had the 68881/68882
coprocessors which provided similar floating-point speed acceleration as for the Intel processors. Computers using the 68000 family but not equipped with the hardware floating point processor could trap and emulate the floating-point instructions in software, which, although slower, allowed one binary version of the program to be distributed for both cases. The 68451 memory-management coprocessor was designed to work with the 68020 processor.
[William Ford, William R. Topp
''Assembly language and systems programming for the M68000 family'' Jones & Bartlett Learning, 1992 page 892 and ff.]
, dedicated Graphics Processing Units (GPU
s) in the form of graphics card
s are commonplace. Certain models of sound card
s have been fitted with dedicated processors providing digital multichannel mixing and real-time DSP effects as early as 1990 to 1994 (the Gravis Ultrasound
and Sound Blaster AWE32
being typical examples), while the Sound Blaster Audigy
and the Sound Blaster X-Fi
are more recent examples.
In 2006, AGEIA
announced an add-in card for computers that it called the PhysX PPU
. PhysX was designed to perform complex physics computations so that the CPU
and GPU do not have to perform these time-consuming calculations. It was designed for video games, although other mathematical uses could theoretically be developed for it. In 2008, Nvidia purchased the company and phased out the PhysX card line; the functionality was added through software allowing their GPUs to render PhysX on cores normally used for graphics processing, using their Nvidia PhysX engine software.
In 2006, BigFoot Systems unveiled a PCI add-in card they christened the KillerNIC which ran its own special Linux kernel on a FreeScale PowerQUICC
running at 400 MHz, calling the FreeScale chip a Network Processing Unit
is a media-oriented add-in card with a coprocessor based on the Cell
microarchitecture. The SPUs
are themselves vector coprocessors.
In 2008, Khronos Group
released the OpenCL
with the aim to support general-purpose CPUs, ATI/AMD and Nvidia GPUs (and other accelerators) with a single common language for compute kernel
In 2010s, some mobile computation devices had implemented the sensor hub
as a coprocessor. Examples of coprocessors used for handling sensor integration in mobile devices include the Apple M7
and M8 motion coprocessors
, the Qualcomm Snapdragon Sensor Core
and Qualcomm Hexagon
, and the Holographic Processing Unit
for the Microsoft HoloLens
In 2012, Intel
announced the Intel Xeon Phi
, various companies are developing coprocessors aimed at accelerating artificial neural networks
for vision and other cognitive tasks (e.g. vision processing unit
, and Zeroth
), and as of 2018, such AI chips are in smartphones such as from Apple, and several Android phone vendors.
* The MIPS architecture
supports up to four coprocessor units, used for memory management, floating-point arithmetic, and two undefined coprocessors for other tasks such as graphics accelerators.
* Using FPGA
(field-programmable gate arrays), custom coprocessors can be created for acceleration of particular processing tasks such as digital signal processing (e.g. Zynq
, combines ARM
cores with FPGA on a single die).
* TLS/SSL accelerator
s, used on server
s; such accelerators used to be cards, but in modern times are instructions for crypto in mainstream CPUs.
* Some multi-core
chips can be programmed so that one of their processors is the primary processor, and the other processors are supporting coprocessors.
* China's Matrix 2000
128 core PCI-e coprocessor is a proprietary accelerator that requires a CPU to run it, and has been employed in an upgrade of the 17,792 node Tianhe-2
supercomputer (2 Intel Knights Bridge+ 2 Matrix 2000 each), now dubbed 2A, roughly doubling its speed at 95 petaflops, exceeding the world's fastest supercomputer
* A range of coprocessors were available for Acorn BBC Micro
computers. Rather than special-purpose graphics or arithmetic devices, these were general-purpose CPUs (such as 8086, Zilog Z80, or 6502) to which particular types of task were assigned by the operating system, off-loading them from the computer's main CPU and resulting in acceleration. In addition, a BBC Micro fitted with a coprocessor was able to run machine code software designed for other systems, such as CP/M and DOS which are written for 8086 processors.
Over time CPUs have tended to grow to absorb the functionality of the most popular coprocessors. FPUs are now considered an integral part of a processors' main pipeline; SIMD
units gave multimedia its acceleration, taking over the role of various DSP
accelerator cards; and even GPUs
have become integrated on CPU dies. Nonetheless, specialized units remain popular away from desktop machines, and for additional power, and allow continued evolution independently of the main processor product lines.
, the use of two or more CPUs within a single computer system
, an initiative to implement coprocessor support for AMD processors
framework for writing programs that execute across heterogeneous platforms
* Asymmetric multiprocessing
* AI accelerator
Category:Central processing unit
Category:OpenCL compute devices