Evaluation Framework for GPU Performance Based on OpenCL Standard

Evaluation Framework for GPU Performance Based on OpenCL Standard

There are many projects focused on performance measurements of GPUs but there is no unifying test framework that could be used for evaluating generic floating point intensive applications. This work describes the testing suite for evaluating GPUs that measures raw performance and numerical precision...

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Bibliographic Details
Published in:2010 First International Conference on Networking and Computing pp. 256 - 261
Main Authors: Jurecko, Martin, Kocisova, Jana, Busa, Jan, Kasanicky, Tomas, Domiter, Marek, Zvada, Marian
Format: Conference Proceeding
Language:English
Published: IEEE 01-11-2010
Subjects:
ATI
cluster
Dispersion
GPU
Graphics processing unit
Instruction sets
Kernel
NVIDIA
OpenCL
scalability
Size measurement
Testing
Throughput
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Summary:There are many projects focused on performance measurements of GPUs but there is no unifying test framework that could be used for evaluating generic floating point intensive applications. This work describes the testing suite for evaluating GPUs that measures raw performance and numerical precision of a subset of OpenCL operations, and analyzes results obtained from several commonly available high-end GPUs.
ISBN:1424489180
9781424489183
DOI:10.1109/IC-NC.2010.32