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“The Brain”… I will rule the world!
CPU/GPU “The Brain”… I will rule the world!
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Intro CPU Parts Cores Speed GPU Why?
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CPU Parts
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Core(s)
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Core(s) Control Unit Load from RAM to register
Store from register to secondary storage Send math to A/L U Choose route “branch”
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Core(s) A/L U Perform math functions Logical operations compare
True/false
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Core(s) Registers CPU memory for active instructions Very small amount
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Core(s) Multicore Just what is says more than one
Separate operations at the same time Share connection memory and bandwith History Single – Intel Dual – Oct 2005 Quad – Jun 06 Hex – Sep 08 8 Core (Intel/AMD) & 12 core (AMD) – Mar 2010 16 Core (AMD) – Nov 2011
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Speed Clock rate Bus rate Speed drawback Processing speed
Operations per cycle Bus rate 16-bit 32-bit 64-bit Speed drawback HEAT!!!
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GPU Why Simple operations, but lots of them Parallel programming
Use all the power available 8 core = 128 parallel paths
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GPU CUDA Programming that takes advantage of both CPU & GPU processing power Splits instructions into pieces CPU – instruction GPU – graphics Separate memory available for each
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CPU/GPU Processing CPU GPU 64 operations looped processing Serial
128 nanoseconds to complete GPU Parallel 10 nanoseconds to complete
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