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IBM Cell Processor Ryan Carlson, Yannick Lanner-Cusin, & Cyrus Stoller CS87: Parallel and Distributed Computing
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Outline Architectural overview Definition of Cell Processor Shared vs Private Memory Design System Scalability
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Architectural Features Power Processor Element (PPE) –64 bit Synergistic Processing Elements (SPE) –32 bit –256 kb of on chip RAM Element Interconnect Bus (EIB) I/O Interface RAM
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Synergistic Processing Elements Vector Instructions PPE delegates anything that is parallelizable Local Store
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Stream Processing
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Vector Instructions
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Advantages of Vector Instructions Fewer instructions Fewer branch instructions -- fewer mispredictions Access memory block at a time Less memory access = faster processing time Example: convert an image to grayscale
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Disadvantages of Vector Processor More expensive to produce Increased code complexity May be difficult to port between systems Increased power consumption Wasted resources if using scalar instructions
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Definition of Cell Processor Microprocessor designed to optimize cooperation between ordinary desktop processors and more specialized high- performance processors (like a GPU) Performance and hardware simplicity prioritized over programming convenience
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Shared Memory RAM Private Memory Local Stores on SPE Cache on PPE Pretty Simple
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System Design Vector instruction optimization takes planning (ie shopping list) Gaming (PS3) Cryptography, graphics transform and lighting, physics, fast-Fourier transforms (FFT), matrix operations
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Scalability Harder to optimize programs Easier to optimize hardware
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Why use a cell processor? General purpose processor Designed not to have any slow components Even though you cannot vectorize every instruction, the SPE’s are still useful Worse case - just as fast as an ordinary desktop processor
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