NVIDIA AMD OpenCL Linux GPGPU Tests

Benchmarks by Michael Larabel for a future article on Phoronix. Just looking at a range of OpenBenchmarking.org OpenCL benchmarks on a range of AMD Radeon and NVIDIA GeForce graphics cards with the proprietary drivers under Ubuntu Linux.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1412049-SO-1311092SO58
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GeForce GT 240
November 08 2013
 
GeForce GTX 460
November 07 2013
 
GeForce GTX 550 Ti
November 07 2013
 
GeForce GT 610
November 08 2013
 
GeForce GTX 650
November 07 2013
 
GeForce GTX 680
November 07 2013
 
Radeon HD 6870
November 09 2013
 
Radeon HD 7850
November 09 2013
 
Radeon HD 7950
November 09 2013
 
Radeon R9 270X
November 09 2013
 
GTX 860M Maxwell
December 04 2014
 
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NVIDIA AMD OpenCL Linux GPGPU TestsProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkMonitorOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M MaxwellAMD FX-8350 Eight-Core @ 4.00GHz (8 Cores)ASUS Crosshair V FormulaAMD RD890 bridge8192MB64GB OCZ AGILITYECS NVIDIA GeForce GT 240 512MB (550/1700MHz)Realtek ALC889Intel 82583V Gigabit ConnectionUbuntu 13.103.11.0-12-generic (x86_64)Unity 7.1.2X Server 1.14.3NVIDIA 331.203.3.0GCC 4.8ext42560x1600ASUS NVIDIA GeForce GTX 460 768MB (675/1800MHz)4.3.0eVGA NVIDIA GeForce GTX 550 Ti 1024MB (951/2178MHz)NVIDIA GeForce GT 610 1024MB (810/533MHz)MSI NVIDIA GeForce GTX 650 1024MB (1084/2500MHz)NVIDIA GeForce GTX 680 2048MB (705/3004MHz)Sapphire AMD Radeon HD 6800 1024MB (900/1050MHz)SyncMaster + SyncMasterfglrx 13.25.54.3.12614ASUS AMD Radeon HD 7800 1024MB (860/1200MHz)XFX AMD Radeon HD 7900 3072MB (900/1375MHz)Gigabyte AMD Radeon R9 200 2048MB (1100/1400MHz)Intel Core i7-4700HQ @ 3.40GHz (8 Cores)ASUS G750JM v1.0Intel Xeon E3-1200 v3/4th31744MB1000GB Seagate ST1000LM014-1EJ1 + 1000GB TOSHIBA MQ01ABD1 + 1500GB HGST HTS541515A9ASUS NVIDIA GeForce GTX 860M 2048MBIntel Xeon E3-1200 v3/4thQualcomm Atheros QCA8171 Gigabit + Broadcom BCM4352 802.11ac WirelessUbuntu 14.043.17.3-031703-generic (x86_64)Unity 7.2.3X Server 1.15.14.3.0GCC 4.8 + Clang 3.4.2-3ubuntu2~xedgers + LLVM 3.4.2 + CUDA 6.51920x1080OpenBenchmarking.orgCompiler Details- GeForce GT 240: --build=x86_64-linux-gnu --disable-browser-plugin --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-ecj-jar=/usr/share/java/eclipse-ecj.jar --with-java-home=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64/jre --with-jvm-jar-dir=/usr/lib/jvm-exports/java-1.5.0-gcj-4.8-amd64 --with-jvm-root-dir=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 460: --build=x86_64-linux-gnu --disable-browser-plugin --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-ecj-jar=/usr/share/java/eclipse-ecj.jar --with-java-home=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64/jre --with-jvm-jar-dir=/usr/lib/jvm-exports/java-1.5.0-gcj-4.8-amd64 --with-jvm-root-dir=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 550 Ti: --build=x86_64-linux-gnu --disable-browser-plugin --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-ecj-jar=/usr/share/java/eclipse-ecj.jar --with-java-home=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64/jre --with-jvm-jar-dir=/usr/lib/jvm-exports/java-1.5.0-gcj-4.8-amd64 --with-jvm-root-dir=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GT 610: --build=x86_64-linux-gnu --disable-browser-plugin --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-ecj-jar=/usr/share/java/eclipse-ecj.jar --with-java-home=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64/jre --with-jvm-jar-dir=/usr/lib/jvm-exports/java-1.5.0-gcj-4.8-amd64 --with-jvm-root-dir=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 650: --build=x86_64-linux-gnu --disable-browser-plugin --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-ecj-jar=/usr/share/java/eclipse-ecj.jar --with-java-home=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64/jre --with-jvm-jar-dir=/usr/lib/jvm-exports/java-1.5.0-gcj-4.8-amd64 --with-jvm-root-dir=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GeForce GTX 680: --build=x86_64-linux-gnu --disable-browser-plugin --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-ecj-jar=/usr/share/java/eclipse-ecj.jar --with-java-home=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64/jre --with-jvm-jar-dir=/usr/lib/jvm-exports/java-1.5.0-gcj-4.8-amd64 --with-jvm-root-dir=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- Radeon HD 6870: --build=x86_64-linux-gnu --disable-browser-plugin --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-ecj-jar=/usr/share/java/eclipse-ecj.jar --with-java-home=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64/jre --with-jvm-jar-dir=/usr/lib/jvm-exports/java-1.5.0-gcj-4.8-amd64 --with-jvm-root-dir=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- Radeon HD 7850: --build=x86_64-linux-gnu --disable-browser-plugin --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-ecj-jar=/usr/share/java/eclipse-ecj.jar --with-java-home=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64/jre --with-jvm-jar-dir=/usr/lib/jvm-exports/java-1.5.0-gcj-4.8-amd64 --with-jvm-root-dir=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- Radeon HD 7950: --build=x86_64-linux-gnu --disable-browser-plugin --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-ecj-jar=/usr/share/java/eclipse-ecj.jar --with-java-home=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64/jre --with-jvm-jar-dir=/usr/lib/jvm-exports/java-1.5.0-gcj-4.8-amd64 --with-jvm-root-dir=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- Radeon R9 270X: --build=x86_64-linux-gnu --disable-browser-plugin --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-ecj-jar=/usr/share/java/eclipse-ecj.jar --with-java-home=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64/jre --with-jvm-jar-dir=/usr/lib/jvm-exports/java-1.5.0-gcj-4.8-amd64 --with-jvm-root-dir=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -v- GTX 860M Maxwell: --build=x86_64-linux-gnu --disable-browser-plugin --disable-libmudflap --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-ecj-jar=/usr/share/java/eclipse-ecj.jar --with-java-home=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64/jre --with-jvm-jar-dir=/usr/lib/jvm-exports/java-1.5.0-gcj-4.8-amd64 --with-jvm-root-dir=/usr/lib/jvm/java-1.5.0-gcj-4.8-amd64 --with-multilib-list=m32,m64,mx32 --with-tune=generic -vProcessor Details- GeForce GT 240: Scaling Governor: acpi-cpufreq ondemand- GeForce GTX 460: Scaling Governor: acpi-cpufreq ondemand- GeForce GTX 550 Ti: Scaling Governor: acpi-cpufreq ondemand- GeForce GT 610: Scaling Governor: acpi-cpufreq ondemand- GeForce GTX 650: Scaling Governor: acpi-cpufreq ondemand- GeForce GTX 680: Scaling Governor: acpi-cpufreq ondemand- Radeon HD 6870: Scaling Governor: acpi-cpufreq ondemand- Radeon HD 7850: Scaling Governor: acpi-cpufreq ondemand- Radeon HD 7950: Scaling Governor: acpi-cpufreq ondemand- Radeon R9 270X: Scaling Governor: acpi-cpufreq ondemand- GTX 860M Maxwell: Scaling Governor: intel_pstate performanceOpenCL Details- GeForce GT 240: GPU Compute Cores: 96- GeForce GTX 460: GPU Compute Cores: 336- GeForce GTX 550 Ti: GPU Compute Cores: 192- GeForce GT 610: GPU Compute Cores: 48- GeForce GTX 650: GPU Compute Cores: 384- GeForce GTX 680: GPU Compute Cores: 1536- GTX 860M Maxwell: GPU Compute Cores: 640System Details- GeForce GT 240: GPU Compute Cores: 96.- GeForce GTX 460: GPU Compute Cores: 336.- GeForce GTX 550 Ti: GPU Compute Cores: 192.- GeForce GT 610: GPU Compute Cores: 48.- GeForce GTX 650: GPU Compute Cores: 384.- GeForce GTX 680: GPU Compute Cores: 1536.- GTX 860M Maxwell: GPU Compute Cores: 640.Environment Details- Radeon HD 6870, Radeon HD 7850, Radeon HD 7950, Radeon R9 270X: LIBGL_DRIVERS_PATH=/usr/lib/i386-linux-gnu/dri:/usr/lib/x86_64-linux-gnu/dri

GeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M MaxwellLogarithmic Result OverviewPhoronix Test SuiteRodiniaLuxMarkOpenDwarfs

NVIDIA AMD OpenCL Linux GPGPU Testsrodinia: OpenCL LavaMDrodinia: OpenCL Myocyterodinia: OpenCL Heartwallrodinia: OpenCL Leukocyterodinia: OpenCL Particle Filterjuliagpu: GPUmandelbulbgpu: GPUmandelgpu: GPUluxmark: GPU - Roomluxmark: GPU - Salaluxmark: GPU - Luxball HDRopendwarfs: LU Decompositionopendwarfs: Compressed Sparse RowGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell137.9036.9940.4913543191.907095143.775291547.001051220.276.8862.814.8024.6635.9621199859.509382926.1721375259.40382259197.696.405.4927.7044.3517540483.977729296.0717362190.071503192162110.816.5595.8822.72100.3115.284060660.071776400.703715320.132742315458.269.0020.1430.3966.4810841150.334992671.8312405397.70821771183152.706.769.2660.785.4214.0218.1936123507.3717083392.3347966936.67296651421658.946.10493.5119.6789.871076316149161.4224.507.66508.496.7989.1518.1162411348361135.7918.095.79481.625.8883.8310.781002189613087123.9617.836.17485.325.4084.6613.01867158811031126.6016.253.356.9514.8640.5140047203.7022148514.2724774758.23614966848488.054.31OpenBenchmarking.org

Rodinia

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL LavaMDGeForce GTX 680Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell3691215SE +/- 0.14, N = 6SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 69.267.665.796.173.351. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL LavaMDGeForce GTX 680Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell3691215Min: 9.07 / Avg: 9.26 / Max: 9.96Min: 7.64 / Avg: 7.66 / Max: 7.69Min: 5.76 / Avg: 5.79 / Max: 5.81Min: 6.15 / Avg: 6.17 / Max: 6.2Min: 3.21 / Avg: 3.35 / Max: 3.691. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL MyocyteGeForce GT 240GeForce GTX 460GeForce GT 610GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270X110220330440550SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 1.14, N = 3SE +/- 1.88, N = 3SE +/- 0.96, N = 3SE +/- 0.84, N = 3SE +/- 0.67, N = 3137.9062.8195.8860.78493.51508.49481.62485.321. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL MyocyteGeForce GT 240GeForce GTX 460GeForce GT 610GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270X90180270360450Min: 137.74 / Avg: 137.9 / Max: 138.14Min: 62.66 / Avg: 62.81 / Max: 62.9Min: 95.77 / Avg: 95.88 / Max: 96.03Min: 59.32 / Avg: 60.78 / Max: 63.02Min: 490.73 / Avg: 493.51 / Max: 497.09Min: 506.92 / Avg: 508.49 / Max: 510.23Min: 480.08 / Avg: 481.62 / Max: 482.96Min: 484.27 / Avg: 485.32 / Max: 486.551. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL HeartwallGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell918273645SE +/- 0.28, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 6SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 6SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 336.994.805.4922.7220.145.4219.676.795.885.406.951. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL HeartwallGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell816243240Min: 36.71 / Avg: 36.99 / Max: 37.54Min: 4.71 / Avg: 4.8 / Max: 4.93Min: 5.35 / Avg: 5.49 / Max: 6.13Min: 22.61 / Avg: 22.72 / Max: 22.92Min: 20.04 / Avg: 20.14 / Max: 20.34Min: 5.32 / Avg: 5.42 / Max: 5.85Min: 19.51 / Avg: 19.67 / Max: 19.93Min: 6.72 / Avg: 6.79 / Max: 6.88Min: 5.76 / Avg: 5.88 / Max: 6.1Min: 5.32 / Avg: 5.4 / Max: 5.56Min: 6.86 / Avg: 6.95 / Max: 7.111. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL LeukocyteGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell20406080100SE +/- 0.75, N = 3SE +/- 0.30, N = 3SE +/- 0.48, N = 4SE +/- 1.23, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 4SE +/- 3.37, N = 6SE +/- 5.05, N = 6SE +/- 4.92, N = 6SE +/- 6.06, N = 6SE +/- 0.20, N = 340.4924.6627.70100.3130.3914.0289.8789.1583.8384.6614.861. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL LeukocyteGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell20406080100Min: 39.72 / Avg: 40.49 / Max: 41.99Min: 24.33 / Avg: 24.66 / Max: 25.27Min: 27.22 / Avg: 27.7 / Max: 29.15Min: 99.07 / Avg: 100.31 / Max: 102.76Min: 30.1 / Avg: 30.39 / Max: 30.92Min: 13.72 / Avg: 14.02 / Max: 14.74Min: 85.73 / Avg: 89.87 / Max: 106.51Min: 83.43 / Avg: 89.15 / Max: 114.38Min: 78.4 / Avg: 83.83 / Max: 108.38Min: 77.9 / Avg: 84.66 / Max: 114.91Min: 14.59 / Avg: 14.86 / Max: 15.251. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterGeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell1530456075SE +/- 0.01, N = 3SE +/- 0.24, N = 3SE +/- 0.57, N = 6SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.72, N = 635.9644.3515.2866.4818.1918.1110.7813.0140.511. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterGeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell1326395265Min: 35.94 / Avg: 35.96 / Max: 35.98Min: 44.1 / Avg: 44.35 / Max: 44.83Min: 12.55 / Avg: 15.28 / Max: 16.03Min: 66.35 / Avg: 66.48 / Max: 66.56Min: 17.99 / Avg: 18.19 / Max: 18.53Min: 18.06 / Avg: 18.11 / Max: 18.13Min: 10.77 / Avg: 10.78 / Max: 10.78Min: 12.96 / Avg: 13.01 / Max: 13.04Min: 39.72 / Avg: 40.51 / Max: 44.081. (CXX) g++ options: -O2 -lOpenCL

JuliaGPU

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680GTX 860M Maxwell9M18M27M36M45MSE +/- 17817.43, N = 3SE +/- 4955.24, N = 3SE +/- 13067.53, N = 3SE +/- 2505.78, N = 3SE +/- 2871.63, N = 3SE +/- 72150.98, N = 3SE +/- 88153.31, N = 313543191.9021199859.5017540483.974060660.0710841150.3336123507.3740047203.701. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680GTX 860M Maxwell7M14M21M28M35MMin: 13513452 / Avg: 13543191.9 / Max: 13575062.9Min: 21190516.7 / Avg: 21199859.5 / Max: 21207394Min: 17521238.1 / Avg: 17540483.97 / Max: 17565419.6Min: 4056139.2 / Avg: 4060660.07 / Max: 4064793.5Min: 10837385.3 / Avg: 10841150.33 / Max: 10846788.8Min: 35979232.4 / Avg: 36123507.37 / Max: 36198061.9Min: 39877824.7 / Avg: 40047203.7 / Max: 40174273.41. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

MandelbulbGPU

MandelbulbGPU is an OpenCL benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPUGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680GTX 860M Maxwell5M10M15M20M25MSE +/- 3953.96, N = 3SE +/- 10640.98, N = 3SE +/- 4259.44, N = 3SE +/- 614.61, N = 3SE +/- 4281.68, N = 3SE +/- 72849.89, N = 3SE +/- 112050.04, N = 37095143.779382926.177729296.071776400.704992671.8317083392.3322148514.271. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelbulbGPU 1.0pts1OpenCL Device: GPUGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680GTX 860M Maxwell4M8M12M16M20MMin: 7087236.4 / Avg: 7095143.77 / Max: 7099178.4Min: 9365277.7 / Avg: 9382926.17 / Max: 9402050.4Min: 7722796.4 / Avg: 7729296.07 / Max: 7737315Min: 1775391.4 / Avg: 1776400.7 / Max: 1777513Min: 4984147.3 / Avg: 4992671.83 / Max: 4997639.5Min: 17006636.4 / Avg: 17083392.33 / Max: 17229021Min: 21928066.8 / Avg: 22148514.27 / Max: 22293635.31. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

MandelGPU

MandelGPU is an OpenCL benchmark and this test runs with the OpenCL rendering float4 kernel with a maximum of 4096 iterations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680GTX 860M Maxwell10M20M30M40M50MSE +/- 217.94, N = 3SE +/- 2448.11, N = 3SE +/- 6289.55, N = 3SE +/- 230.98, N = 3SE +/- 857.65, N = 3SE +/- 5781.86, N = 3SE +/- 54483.04, N = 35291547.0021375259.4017362190.073715320.1312405397.7047966936.6724774758.231. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL
OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680GTX 860M Maxwell8M16M24M32M40MMin: 5291283.8 / Avg: 5291547 / Max: 5291979.5Min: 21370377.5 / Avg: 21375259.4 / Max: 21378024.3Min: 17355044.6 / Avg: 17362190.07 / Max: 17374728.4Min: 3714946.6 / Avg: 3715320.13 / Max: 3715742.3Min: 12404535.3 / Avg: 12405397.7 / Max: 12407113Min: 47957528.9 / Avg: 47966936.67 / Max: 47977463.8Min: 24666096.7 / Avg: 24774758.23 / Max: 24836139.51. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

LuxMark

OpenBenchmarking.orgScore, More Is BetterLuxMark 2.1beta1OpenCL Device: GPU - Scene: RoomGeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell2004006008001000SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 315027822961076241002867614
OpenBenchmarking.orgScore, More Is BetterLuxMark 2.1beta1OpenCL Device: GPU - Scene: RoomGeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell2004006008001000Min: 149 / Avg: 149.67 / Max: 150Min: 26 / Avg: 26.67 / Max: 27Min: 82 / Avg: 82 / Max: 82Min: 296 / Avg: 296.33 / Max: 297Min: 107 / Avg: 107 / Max: 107Min: 624 / Avg: 624 / Max: 624Min: 1001 / Avg: 1002 / Max: 1003Min: 866 / Avg: 867.33 / Max: 868Min: 613 / Avg: 614.33 / Max: 615

OpenBenchmarking.orgScore, More Is BetterLuxMark 2.1beta1OpenCL Device: GPU - Scene: SalaGeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell400800120016002000SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 338231942177651631113418961588966
OpenBenchmarking.orgScore, More Is BetterLuxMark 2.1beta1OpenCL Device: GPU - Scene: SalaGeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell30060090012001500Min: 382 / Avg: 382 / Max: 382Min: 319 / Avg: 319 / Max: 319Min: 42 / Avg: 42 / Max: 42Min: 177 / Avg: 177 / Max: 177Min: 651 / Avg: 651 / Max: 651Min: 631 / Avg: 631 / Max: 631Min: 1134 / Avg: 1134.33 / Max: 1135Min: 1895 / Avg: 1896.33 / Max: 1897Min: 1588 / Avg: 1588 / Max: 1588Min: 966 / Avg: 966.33 / Max: 967

OpenBenchmarking.orgScore, More Is BetterLuxMark 2.1beta1OpenCL Device: GPU - Scene: Luxball HDRGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell3K6K9K12K15KSE +/- 0.00, N = 3SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 1.45, N = 3SE +/- 4.84, N = 3SE +/- 3.61, N = 3SE +/- 5.29, N = 3105125912162315118342166149836113087110318484
OpenBenchmarking.orgScore, More Is BetterLuxMark 2.1beta1OpenCL Device: GPU - Scene: Luxball HDRGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell2K4K6K8K10KMin: 1051 / Avg: 1051 / Max: 1051Min: 2590 / Avg: 2591 / Max: 2592Min: 2162 / Avg: 2162 / Max: 2162Min: 315 / Avg: 315 / Max: 315Min: 1183 / Avg: 1183 / Max: 1183Min: 4215 / Avg: 4215.67 / Max: 4217Min: 6148 / Avg: 6149.33 / Max: 6151Min: 8359 / Avg: 8361.33 / Max: 8364Min: 13077 / Avg: 13086.67 / Max: 13092Min: 11024 / Avg: 11031 / Max: 11036Min: 8474 / Avg: 8484 / Max: 8492

OpenDwarfs

OpenDwarfs is a non-commercial OpenCL compute benchmark suite developed at Virginia Tech in cooperation with various organizations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenDwarfs 2013-11-06Test: LU DecompositionGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell100200300400500SE +/- 1.06, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.88, N = 5SE +/- 4.12, N = 6SE +/- 5.24, N = 6SE +/- 4.65, N = 6SE +/- 4.83, N = 6SE +/- 0.49, N = 3220.2797.69110.81458.26152.7058.94161.42135.79123.96126.6088.051. (CC) gcc options: -lm -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterOpenDwarfs 2013-11-06Test: LU DecompositionGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell80160240320400Min: 218.96 / Avg: 220.27 / Max: 222.36Min: 97.64 / Avg: 97.69 / Max: 97.73Min: 110.6 / Avg: 110.81 / Max: 111.08Min: 458.15 / Avg: 458.26 / Max: 458.35Min: 152.46 / Avg: 152.7 / Max: 153.12Min: 57.89 / Avg: 58.94 / Max: 62.43Min: 148.67 / Avg: 161.42 / Max: 172.87Min: 123.52 / Avg: 135.79 / Max: 148.87Min: 111.94 / Avg: 123.96 / Max: 135.49Min: 115.04 / Avg: 126.6 / Max: 144.16Min: 87.08 / Avg: 88.05 / Max: 88.541. (CC) gcc options: -lm -lOpenCL

OpenBenchmarking.orgms, Fewer Is BetterOpenDwarfs 2013-11-06Test: Compressed Sparse RowGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell612182430SE +/- 0.11, N = 3SE +/- 0.76, N = 6SE +/- 0.80, N = 6SE +/- 0.56, N = 6SE +/- 0.57, N = 6SE +/- 0.58, N = 6SE +/- 0.81, N = 6SE +/- 0.50, N = 6SE +/- 0.86, N = 6SE +/- 0.89, N = 6SE +/- 0.06, N = 56.886.406.559.006.766.1024.5018.0917.8316.254.311. (CC) gcc options: -lm -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterOpenDwarfs 2013-11-06Test: Compressed Sparse RowGeForce GT 240GeForce GTX 460GeForce GTX 550 TiGeForce GT 610GeForce GTX 650GeForce GTX 680Radeon HD 6870Radeon HD 7850Radeon HD 7950Radeon R9 270XGTX 860M Maxwell612182430Min: 6.75 / Avg: 6.88 / Max: 7.11Min: 5.47 / Avg: 6.4 / Max: 10.13Min: 5.57 / Avg: 6.55 / Max: 10.55Min: 8.42 / Avg: 9 / Max: 11.78Min: 6.12 / Avg: 6.76 / Max: 9.59Min: 5.44 / Avg: 6.1 / Max: 9.02Min: 21.03 / Avg: 24.5 / Max: 26.73Min: 16.91 / Avg: 18.09 / Max: 20.41Min: 14.77 / Avg: 17.83 / Max: 20.23Min: 13.41 / Avg: 16.25 / Max: 19.11Min: 4.17 / Avg: 4.31 / Max: 4.521. (CC) gcc options: -lm -lOpenCL