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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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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Abstract 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.
AbstractList 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.
Author Kocisova, Jana
Domiter, Marek
Zvada, Marian
Jurecko, Martin
Busa, Jan
Kasanicky, Tomas
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  email: zvada@sors.com
  organization: FURT Solutions, s.r.o., Košice, Slovakia
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Snippet 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...
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StartPage 256
SubjectTerms ATI
cluster
Dispersion
GPU
Graphics processing unit
Instruction sets
Kernel
NVIDIA
OpenCL
scalability
Size measurement
Testing
Throughput
Title Evaluation Framework for GPU Performance Based on OpenCL Standard
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