CUDA Caffe NVIDIA Comparison

CUDA 8.0 + cuDNN Caffe deep learning benchmarks with many different GPUs. Tests by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1611066-TA-CUDACAFFE72
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Identifier
Performance Per
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Date
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GTX 680
November 05 2016
 
GTX 760
November 05 2016
 
GTX 780 Ti
November 05 2016
 
GTX 950
November 04 2016
 
GTX 960
November 04 2016
 
GTX 970
November 04 2016
 
GTX 980
November 04 2016
 
GTX 980 Ti
November 04 2016
 
GTX 1050
November 04 2016
 
GTX 1050 Ti
November 05 2016
 
GTX 1060
November 04 2016
 
GTX 1070
November 04 2016
 
GTX 1080
November 04 2016
 
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GTX 680

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: NVIDIA GeForce GTX 680 2048MB (1006/3004MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

GTX 760

Changed Graphics to NVIDIA GeForce GTX 760 2048MB (980/3004MHz).

GTX 780 Ti

Changed Graphics to NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz).

GTX 950

Changed Graphics to eVGA NVIDIA GeForce GTX 950 2048MB (1201/3304MHz).

GTX 960

Changed Graphics to eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz).

GTX 970

Changed Graphics to eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz).

GTX 980

Changed Graphics to NVIDIA GeForce GTX 980 4096MB (135/324MHz).

GTX 980 Ti

Changed Graphics to NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz).

GTX 1050

Changed Graphics to Zotac NVIDIA GeForce GTX 1050 2048MB (1316/3504MHz).

GTX 1050 Ti

Changed Graphics to eVGA NVIDIA GeForce GTX 1050 Ti 4096MB (1341/3504MHz).

GTX 1060

Changed Graphics to NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz).

GTX 1070

Changed Graphics to NVIDIA GeForce GTX 1070 8192MB (1505/4006MHz).

GTX 1080

Changed Graphics to NVIDIA GeForce GTX 1080 8192MB (1615/5005MHz).

CUDA Caffe NVIDIA ComparisonOpenBenchmarking.orgPhoronix Test SuiteIntel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)MSI C236A WORKSTATION (MS-7998) v1.0Intel Sky Lake16384MB256GB INTEL SSDPEKKW256G7NVIDIA GeForce GTX 680 2048MB (1006/3004MHz)NVIDIA GeForce GTX 760 2048MB (980/3004MHz)NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz)eVGA NVIDIA GeForce GTX 950 2048MB (1201/3304MHz)eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz)eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz)NVIDIA GeForce GTX 980 4096MB (135/324MHz)NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz)Zotac NVIDIA GeForce GTX 1050 2048MB (1316/3504MHz)eVGA NVIDIA GeForce GTX 1050 Ti 4096MB (1341/3504MHz)NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz)NVIDIA GeForce GTX 1070 8192MB (1505/4006MHz)NVIDIA GeForce GTX 1080 8192MB (1615/5005MHz)Realtek ALC1150Intel ConnectionUbuntu 16.044.8.4-040804-generic (x86_64)Unity 7.4.0X Server 1.18.4NVIDIA 375.104.5.01.0.8GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionCUDA Caffe NVIDIA Comparison BenchmarksSystem Logs- --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v - Scaling Governor: intel_pstate performance

CUDA Caffe NVIDIA Comparisoncaffe: CUDA AlexNetcaffe: CUDA GooglenetGTX 680GTX 760GTX 780 TiGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX 1050GTX 1050 TiGTX 1060GTX 1070GTX 108054520.3713834266711.2316464328177.9065152.0030783.1369528.2027512.8060318.2316987.3040193.7715013.4336217.2311652.1731349.8330970.0070347.7027452.5361541.5716184.7037604.7311438.0027661.909630.3624019.97OpenBenchmarking.org

Caffe AlexNet

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2016-06-11Build: CUDA AlexNetGTX 680GTX 760GTX 780 TiGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX 1050GTX 1050 TiGTX 1060GTX 1070GTX 108014K28K42K56K70KSE +/- 123.58, N = 3SE +/- 18.99, N = 3SE +/- 16.03, N = 3SE +/- 31.65, N = 3SE +/- 24.09, N = 3SE +/- 6.55, N = 3SE +/- 8.54, N = 3SE +/- 5.86, N = 3SE +/- 22.56, N = 3SE +/- 8.51, N = 3SE +/- 5.77, N = 3SE +/- 17.68, N = 3SE +/- 8.72, N = 354520.3766711.2328177.9030783.1327512.8016987.3015013.4311652.1730970.0027452.5316184.7011438.009630.361. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2016-06-11Build: CUDA AlexNetGTX 680GTX 760GTX 780 TiGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX 1050GTX 1050 TiGTX 1060GTX 1070GTX 108012K24K36K48K60KMin: 54305.7 / Avg: 54520.37 / Max: 54733.8Min: 66681.4 / Avg: 66711.23 / Max: 66746.5Min: 28154.8 / Avg: 28177.9 / Max: 28208.7Min: 30734.8 / Avg: 30783.13 / Max: 30842.7Min: 27479.5 / Avg: 27512.8 / Max: 27559.6Min: 16976 / Avg: 16987.3 / Max: 16998.7Min: 15004.3 / Avg: 15013.43 / Max: 15030.5Min: 11645.1 / Avg: 11652.17 / Max: 11663.8Min: 30938.7 / Avg: 30970 / Max: 31013.8Min: 27435.6 / Avg: 27452.53 / Max: 27462.5Min: 16173.4 / Avg: 16184.7 / Max: 16192.4Min: 11403 / Avg: 11438 / Max: 11459.9Min: 9613.01 / Avg: 9630.36 / Max: 9640.471. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas

OpenBenchmarking.orgCelsius, Fewer Is BetterCaffe AlexNet 2016-06-11GPU Temperature MonitorGTX 680GTX 760GTX 780 TiGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX 1050GTX 1050 TiGTX 1060GTX 1070GTX 10801530456075Min: 52 / Avg: 68.04 / Max: 75Min: 48 / Avg: 72.38 / Max: 81Min: 45 / Avg: 61.67 / Max: 72Min: 46 / Avg: 57.46 / Max: 67Min: 43 / Avg: 53.55 / Max: 63Min: 41 / Avg: 45.86 / Max: 50Min: 45 / Avg: 51.43 / Max: 58Min: 46 / Avg: 52.67 / Max: 60Min: 37 / Avg: 42 / Max: 46Min: 39 / Avg: 45.31 / Max: 50Min: 36 / Avg: 41.29 / Max: 46Min: 39 / Avg: 43 / Max: 48Min: 38 / Avg: 42.6 / Max: 47

OpenBenchmarking.orgWatts, Fewer Is BetterCaffe AlexNet 2016-06-11System Power Consumption MonitorGTX 680GTX 760GTX 780 TiGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX 1050GTX 1050 TiGTX 1060GTX 1070GTX 108050100150200250Min: 182.5 / Avg: 190.05 / Max: 195Min: 172.9 / Avg: 190.92 / Max: 199.3Min: 196.1 / Avg: 256.14 / Max: 266.6Min: 124.9 / Avg: 129.66 / Max: 133.1Min: 79.6 / Avg: 129.82 / Max: 136.7Min: 90.8 / Avg: 162.51 / Max: 175Min: 160.8 / Avg: 186.13 / Max: 192Min: 122 / Avg: 210.6 / Max: 234.5Min: 93.6 / Avg: 98.84 / Max: 99.6Min: 59.3 / Avg: 94.01 / Max: 97.4Min: 133 / Avg: 134.46 / Max: 136.2Min: 81.2 / Avg: 149.37 / Max: 170.9Min: 186.1 / Avg: 188.6 / Max: 192.6

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2016-06-11Build: CUDA GooglenetGTX 680GTX 760GTX 780 TiGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX 1050GTX 1050 TiGTX 1060GTX 1070GTX 108040K80K120K160K200KSE +/- 26.87, N = 3SE +/- 99.04, N = 3SE +/- 56.68, N = 3SE +/- 39.05, N = 3SE +/- 23.55, N = 3SE +/- 28.41, N = 3SE +/- 79.51, N = 3SE +/- 85.73, N = 3SE +/- 20.52, N = 3SE +/- 59.49, N = 3SE +/- 55.94, N = 3SE +/- 47.22, N = 3SE +/- 36.77, N = 3138342.00164643.0065152.0069528.2060318.2340193.7736217.2331349.8370347.7061541.5737604.7327661.9024019.971. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe AlexNet 2016-06-11Build: CUDA GooglenetGTX 680GTX 760GTX 780 TiGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX 1050GTX 1050 TiGTX 1060GTX 1070GTX 108030K60K90K120K150KMin: 138294 / Avg: 138341.67 / Max: 138387Min: 164500 / Avg: 164642.67 / Max: 164833Min: 65039.7 / Avg: 65152 / Max: 65221.5Min: 69485.9 / Avg: 69528.2 / Max: 69606.2Min: 60271.3 / Avg: 60318.23 / Max: 60345.2Min: 40154.6 / Avg: 40193.77 / Max: 40249Min: 36128.6 / Avg: 36217.23 / Max: 36375.9Min: 31186.1 / Avg: 31349.83 / Max: 31475.8Min: 70309.5 / Avg: 70347.7 / Max: 70379.8Min: 61424.6 / Avg: 61541.57 / Max: 61618.9Min: 37496.2 / Avg: 37604.73 / Max: 37682.5Min: 27570.9 / Avg: 27661.9 / Max: 27729.3Min: 23967.2 / Avg: 24019.97 / Max: 24090.71. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas

OpenBenchmarking.orgCelsius, Fewer Is BetterCaffe AlexNet 2016-06-11GPU Temperature MonitorGTX 680GTX 760GTX 780 TiGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX 1050GTX 1050 TiGTX 1060GTX 1070GTX 10801530456075Min: 69 / Avg: 76.94 / Max: 79Min: 63 / Avg: 78.92 / Max: 81Min: 59 / Avg: 75.4 / Max: 81Min: 64 / Avg: 68.12 / Max: 70Min: 51 / Avg: 68.64 / Max: 71Min: 46 / Avg: 55.05 / Max: 59Min: 57 / Avg: 68.25 / Max: 75Min: 59 / Avg: 72.07 / Max: 79Min: 43 / Avg: 49.79 / Max: 52Min: 48 / Avg: 55.69 / Max: 59Min: 37 / Avg: 51.89 / Max: 58Min: 42 / Avg: 57.69 / Max: 65Min: 43 / Avg: 56.27 / Max: 64

OpenBenchmarking.orgWatts, Fewer Is BetterCaffe AlexNet 2016-06-11System Power Consumption MonitorGTX 680GTX 760GTX 780 TiGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX 1050GTX 1050 TiGTX 1060GTX 1070GTX 108050100150200250Min: 51.1 / Avg: 200.58 / Max: 204.5Min: 49.9 / Avg: 204.65 / Max: 210.5Min: 57.5 / Avg: 263.36 / Max: 284.5Min: 42.3 / Avg: 137.23 / Max: 140.5Min: 113.7 / Avg: 150.46 / Max: 153.2Min: 44.2 / Avg: 181.07 / Max: 191.1Min: 45.9 / Avg: 197.86 / Max: 211.6Min: 48.6 / Avg: 225.77 / Max: 242.9Min: 36.5 / Avg: 101.99 / Max: 105.9Min: 36.1 / Avg: 95.11 / Max: 99.3Min: 100.9 / Avg: 144.81 / Max: 149.3Min: 40.1 / Avg: 164.62 / Max: 185.9Min: 41 / Avg: 182.39 / Max: 202.8

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 680GTX 760GTX 780 TiGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX 1050GTX 1050 TiGTX 1060GTX 1070GTX 10801530456075Min: 40 / Avg: 73.59 / Max: 79Min: 38 / Avg: 76.14 / Max: 81Min: 37 / Avg: 70.44 / Max: 81Min: 33 / Avg: 63.23 / Max: 70Min: 31 / Avg: 62.53 / Max: 71Min: 30 / Avg: 50.28 / Max: 59Min: 36 / Avg: 61.1 / Max: 75Min: 38 / Avg: 64.35 / Max: 79Min: 28 / Avg: 46.2 / Max: 52Min: 30 / Avg: 51.15 / Max: 59Min: 30 / Avg: 47.83 / Max: 58Min: 32 / Avg: 52.08 / Max: 65Min: 31 / Avg: 50.95 / Max: 64

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 680GTX 760GTX 780 TiGTX 950GTX 960GTX 970GTX 980GTX 980 TiGTX 1050GTX 1050 TiGTX 1060GTX 1070GTX 108050100150200250Min: 51.1 / Avg: 193.35 / Max: 204.5Min: 49.9 / Avg: 196.96 / Max: 210.5Min: 48.5 / Avg: 241.86 / Max: 284.5Min: 42.3 / Avg: 127.39 / Max: 140.5Min: 43.4 / Avg: 136.19 / Max: 153.2Min: 44.2 / Avg: 161.86 / Max: 191.1Min: 45.9 / Avg: 177.58 / Max: 211.6Min: 48.6 / Avg: 194.02 / Max: 242.9Min: 36.5 / Avg: 96.75 / Max: 105.9Min: 36.1 / Avg: 90.28 / Max: 99.3Min: 38.4 / Avg: 126.82 / Max: 149.3Min: 40.1 / Avg: 146.82 / Max: 185.9Min: 41 / Avg: 165.2 / Max: 202.8

GTX 680

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: NVIDIA GeForce GTX 680 2048MB (1006/3004MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 5 November 2016 10:30 by user phoronix.

GTX 760

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: NVIDIA GeForce GTX 760 2048MB (980/3004MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 5 November 2016 13:11 by user phoronix.

GTX 780 Ti

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 5 November 2016 08:09 by user phoronix.

GTX 950

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: eVGA NVIDIA GeForce GTX 950 2048MB (1201/3304MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 4 November 2016 11:40 by user phoronix.

GTX 960

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 4 November 2016 13:10 by user phoronix.

GTX 970

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 4 November 2016 14:37 by user phoronix.

GTX 980

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: NVIDIA GeForce GTX 980 4096MB (135/324MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 4 November 2016 08:48 by user phoronix.

GTX 980 Ti

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 4 November 2016 10:27 by user phoronix.

GTX 1050

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: Zotac NVIDIA GeForce GTX 1050 2048MB (1316/3504MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 4 November 2016 18:34 by user phoronix.

GTX 1050 Ti

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: eVGA NVIDIA GeForce GTX 1050 Ti 4096MB (1341/3504MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 5 November 2016 09:01 by user phoronix.

GTX 1060

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 4 November 2016 17:05 by user phoronix.

GTX 1070

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: NVIDIA GeForce GTX 1070 8192MB (1505/4006MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 4 November 2016 15:53 by user phoronix.

GTX 1080

Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: 256GB INTEL SSDPEKKW256G7, Graphics: NVIDIA GeForce GTX 1080 8192MB (1615/5005MHz), Audio: Realtek ALC1150, Network: Intel Connection

OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160

Compiler Notes: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --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,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --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-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v
Processor Notes: Scaling Governor: intel_pstate performance

Testing initiated at 4 November 2016 21:24 by user phoronix.