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GTC ON-DEMAND

Developer - Programming Languages
Presentation
Media
Abstract:
The goal of this presentation is to describe GPU operation details underlying various performance optimization suggestions. Topics will include parallelism required to achieve high utilization of GPUs, instruction issue, warp execution and how i ...Read More
Abstract:

The goal of this presentation is to describe GPU operation details underlying various performance optimization suggestions. Topics will include parallelism required to achieve high utilization of GPUs, instruction issue, warp execution and how it relates to CUDA cores, various memories and how their accesses are processed, concurrent execution, and others. Emphasis will be on the Kepler architecture, but most concepts apply to previous GPU generations as well. Experimental results will be presented where appropriate.

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Topics:
Developer - Programming Languages
Type:
Talk
Event:
GTC Silicon Valley
Year:
2013
Session ID:
S3466
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