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Vector and SIMD Processors

Vector and SIMD Processors

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Performance Optimizations<br />

• Increase Memory B<strong>and</strong>width<br />

o Memory banks are used to reduce load/store latency<br />

o Allow multiple simultaneous outst<strong>and</strong>ing memory requests<br />

• Strip Mining<br />

o Generates code to allow vector oper<strong>and</strong>s whose size is less than or greater<br />

than size of vector registers<br />

• <strong>Vector</strong> Chaining<br />

o Equivalent to data forwarding in vector processors<br />

o Results of one pipeline are fed into oper<strong>and</strong> registers of another pipeline<br />

• Scatter <strong>and</strong> Gather<br />

o Retrieves data elements scattered thorughout memory <strong>and</strong> packs them<br />

into sequential vectors in vector registers<br />

o Promotes data locality <strong>and</strong> reduces data pollution<br />

• Multiple Parallel Lanes, or Pipes<br />

o Allows vector operation to be performed in parallel on multiple elements of<br />

the vector

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