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RooflineVyNoYellow.pdf
Preview of here (publication by S. Williams)
🔗 Source: people.eecs.berkeley.edu
📊 Size: 2.4 MB
👤 Author: David Patterson
⬇️ Downloads: 62

Summary

The authors propose a visual performance model, called the Roofline model, to provide insights for improving parallel software and hardware for floating-point computations on multicore architectures. The model relates processor performance to off-chip memory traffic, using the concept of operational intensity, which measures operations per byte of DRAM traffic. The model is represented as a two-dimensional graph, with peak floating-point performance and peak memory performance plotted as a horizontal line and a diagonal line, respectively. The intersection of these lines represents the point of peak computational performance and peak memory bandwidth. The model can be used to determine whether a kernel's performance is compute-bound or memory-bound, and to identify opportunities for optimization.

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Description

The authors propose a visual performance model, called the Roofline model, to provide insights for improving parallel software and hardware for floating-point...

Technical Information

  • File Format: PDF
  • File Size: 2.4 MB
  • Pages: 10
  • Language: EN
  • Author: David Patterson
  • Total Downloads: 62
  • Last Updated: 2 months ago

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