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What is Vector Processor in Computer Architecture, SIMD & GP/GPU

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What is Vector Processor in Computer Architecture, SIMD & GP/GPU What is Vector Processor in Computer Architecture, SIMD & GP/GPU

What is a Vector Processor in Computer Architecture
Pic Credit to geeksforgeeks.org/

What is a Vector Processor in Computer Architecture?

A vector processor or array processor is a central processing unit (CPU) that executes guidance set containing guidelines that work on one-dimensional varieties of information called vectors, contrasted with scalar processors, whose directions work on single information things.

Vector processors can incredibly improve execution on specific remaining tasks at hand, prominently numerical reenactment, and comparable undertakings.

Vector machines showed up in the mid-1970s and overwhelmed supercomputer plan through the 1970s into the 1990s, remarkably the different Cray stages. The quick fall in the cost to-execution proportion of customary microchip plans prompted the vector supercomputer's destruction in the later 1990s.

Starting at 2015 most ware CPUs execute designs that component guidelines for a type of vector processing on numerous (vectorized) informational collections, normally known as SIMD (Single Instruction, Multiple Data). Regular models incorporate Intel x86's MMX, SSE and AVX guidelines, Sparc's VIS augmentation, PowerPC's AltiVec and MIPS' MSA.

Vector handling procedures additionally work in computer game support equipment and in designs quickening agents. In 2000, IBM, Toshiba, and Sony teamed up to make the Cell processor, comprising of one scalar processor and eight SIMD processors, which discovered used in the Sony PlayStation 3 among different applications.

Other CPU structures may incorporate some numerous guidelines for vector preparing on different (vectorized) informational indexes, regularly known as MIMD (Multiple Instruction, Multiple Data) and acknowledged with VLIW. Such structures are typically committed to a specific application and not ordinarily showcased for broadly useful processing. The Fujitsu FR-V VLIW/vector processor joins the two advances.

SIMD

Vector processing techniques have since been added to almost all modern CPU designs, although they are typically referred to as SIMD(differing in that a single instruction always drives a single operation across a vector register, as opposed to the more flexible latency hiding approach in true vector processors).

In these implementations, the vector unit runs beside the main scalar CPU, providing a separate set of vector registers, and is fed data from vector instruction aware programs.

GP/GPU

Modern GPUs include an array of shader pipelines which may be driven by computing kernels, which can be considered vector processors (using a similar strategy for hiding memory latencies).

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NETechy: What is Vector Processor in Computer Architecture, SIMD & GP/GPU
What is Vector Processor in Computer Architecture, SIMD & GP/GPU
What is Vector Processor in Computer Architecture, SIMD & GP/GPU What is Vector Processor in Computer Architecture, SIMD & GP/GPU
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