NVIDIA Linux GPU Compute

NVIDIA Linux GPU computing benchmarks 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 1902050-SK-1901274SP53
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CPU Massive 5 Tests
Creator Workloads 2 Tests
HPC - High Performance Computing 4 Tests
Machine Learning 3 Tests
Multi-Core 2 Tests
NVIDIA GPU Compute 9 Tests
OpenCL 7 Tests

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Performance Per
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Date
Run
  Test
  Duration
GTX 1060
January 27 2019
  1 Hour, 42 Minutes
GTX 1070
January 25 2019
  1 Hour, 35 Minutes
GTX 1070 Ti
January 25 2019
  1 Hour, 39 Minutes
GTX 1080
January 25 2019
  1 Hour, 24 Minutes
GTX 1080 Ti
January 25 2019
  1 Hour, 31 Minutes
RTX 2060
January 27 2019
  1 Hour, 40 Minutes
RTX 2070
January 27 2019
  1 Hour, 39 Minutes
RTX 2080
January 26 2019
  1 Hour, 38 Minutes
RTX 2080 Ti
January 26 2019
  1 Hour, 34 Minutes
TITAN RTX
January 26 2019
  1 Hour, 35 Minutes
p100-host
February 05 2019
  22 Minutes
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  1 Hour, 29 Minutes

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NVIDIA Linux GPU ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-hostIntel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads)ASUS PRIME Z390-A (0602 BIOS)Intel Cannon Lake PCH Shared SRAM16384MBSamsung SSD 970 EVO 250GB + 2000GB SABRENTNVIDIA GeForce GTX 1060 6GB (1506/4006MHz)Realtek ALC1220Acer B286HKIntel I219-VUbuntu 18.104.20.3-042003-generic (x86_64)GNOME Shell 3.30.1X Server 1.20.1NVIDIA 415.274.6.0OpenCL 1.2 CUDA 10.0.1321.1.84GCC 8.2.0ext43840x2160NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TITAN RTX 24GB (1350/7000MHz)2 x Intel Xeon E5-2680 v3 @ 2.50GHz (24 Cores / 48 Threads)HP ProLiant DL380 Gen9 (P89 BIOS)Intel Xeon E7 v3/Xeon16 x 16384 MB DDR4-2133MT/s 752369-081600GB LOGICAL VOLUME + 3000GB LOGICAL VOLUMEMatrox MGA G200EHBroadcom Limited NetXtreme BCM5719 Gigabit PCIeUbuntu 18.044.15.0-45-generic (x86_64)GCC 7.3.0 + CUDA 9.11024x768OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v Processor Details- GTX 1060: Scaling Governor: intel_pstate performance- GTX 1070: Scaling Governor: intel_pstate performance- GTX 1070 Ti: Scaling Governor: intel_pstate performance- GTX 1080: Scaling Governor: intel_pstate performance- GTX 1080 Ti: Scaling Governor: intel_pstate performance- RTX 2060: Scaling Governor: intel_pstate performance- RTX 2070: Scaling Governor: intel_pstate performance- RTX 2080: Scaling Governor: intel_pstate performance- RTX 2080 Ti: Scaling Governor: intel_pstate performance- TITAN RTX: Scaling Governor: intel_pstate performance- p100-host: Scaling Governor: pcc-cpufreq ondemandOpenCL Details- GTX 1060: GPU Compute Cores: 1280- GTX 1070: GPU Compute Cores: 1920- GTX 1070 Ti: GPU Compute Cores: 2432- GTX 1080: GPU Compute Cores: 2560- GTX 1080 Ti: GPU Compute Cores: 3584- RTX 2060: GPU Compute Cores: 1920- RTX 2070: GPU Compute Cores: 2304- RTX 2080: GPU Compute Cores: 2944- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608Python Details- GTX 1060: Python 2.7.15+ + Python 3.6.7- GTX 1070: Python 2.7.15+ + Python 3.6.7- GTX 1070 Ti: Python 2.7.15+ + Python 3.6.7- GTX 1080: Python 2.7.15+ + Python 3.6.7- GTX 1080 Ti: Python 2.7.15+ + Python 3.6.7- RTX 2060: Python 2.7.15+ + Python 3.6.7- RTX 2070: Python 2.7.15+ + Python 3.6.7- RTX 2080: Python 2.7.15+ + Python 3.6.7- RTX 2080 Ti: Python 2.7.15+ + Python 3.6.7- TITAN RTX: Python 2.7.15+ + Python 3.6.7- p100-host: Python 2.7.15rc1 + Python 3.6.7Security Details- GTX 1060: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- GTX 1070: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- GTX 1070 Ti: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- GTX 1080: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- GTX 1080 Ti: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- RTX 2060: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- RTX 2070: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- RTX 2080: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- RTX 2080 Ti: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- TITAN RTX: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- p100-host: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable

GTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-hostResult OverviewPhoronix Test Suite100%166%232%298%364%LeelaChessZeroRodiniaclpeakNAMD CUDA

NVIDIA Linux GPU Computelczero: OpenCLplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: Yes - Inference - Inception V3 - OpenCLplaidml: Yes - Inference - ResNet 50 - OpenCLplaidml: Yes - Inference - VGG16 - OpenCLplaidml: No - Training - Mobilenet - OpenCLplaidml: No - Training - IMDB LSTM - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - Inception V3 - OpenCLplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLplaidml: No - Inference - VGG16 - OpenCLnamd-cuda: ATPase Simulation - 327,506 Atomsdarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - OpenCLluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - Hotelcl-mem: Readcl-mem: Writecl-mem: Copyclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTclpeak: Transfer Bandwidth enqueueWriteBufferclpeak: Transfer Bandwidth enqueueReadBufferclpeak: Kernel Latencyshoc: OpenCL - Max SP Flopsshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - FFT SPshoc: OpenCL - MD5 Hashshoc: OpenCL - Triadjuliagpu: GPUrodinia: OpenCL Myocyterodinia: OpenCL Particle Filteroctanebench: Total Scorev-ray: CUDA GPUdarktable: Boat - OpenCLdarktable: Masskrug - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host89955288.8518394.6286.9413459286.1119418094.080.322713.664.171.310.1312256696226621531391381454239151125212.5411.153.7847944112977.2811.9318378262635.5412.0091.54129.6614306641172371261071567641162572281290.242282.893.921.100.1217287997238722051921871965878224168112.6011.333.64710144745310.4712.1921817206235.448.2513393.6614786451202371281031537551182622241310.230222.934.011.160.13167761017541672051901871976776242206812.5511.153.92770943350111.6312.1922154801639.647.8514186.7117506861322641391031678011332922591430.212332.723.971.100.1313803872238022292162092227934297239812.5911.343.77940052757514.1912.3023913132435.666.5023337741673341941251878831673393301890.201132.263.871.030.122168213584566833733631732910853415326312.5711.293.991323859697219.6812.5126516287536.314.9621166.5614847791342821481131888631333093471500.205422.223.820.820.11213561373447662962452472766630231670512.6011.293.657340102480315.8712.4325161198931.988.8016493.31172983015733317913219810081563763821890.197461.933.680.750.10295321807461473923133303657968266778012.4811.253.648529107798818.4212.5726568204632.717.8820466.39225989316835419213321610451724004572030.200441.923.780.810.112914619766655239232332736810270343995212.5211.133.65109821121108323.7412.5727882923832.476.2821872.74310797121145825015624612912255376052730.191771.643.690.750.1042787286179184544439454505153525191490612.5911.293.83165801173144535.1312.6830092224131.964.3630453.04327597721547426416024413362295566102890.197351.643.690.740.1046022304269729565489483525163865401484812.5811.163.85173321158155336.2812.6830366544732.724.3931953.5110580.262864025355306319735.736.006.095.013.157.941.480.22OpenBenchmarking.org

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host7001400210028003500SE +/- 6.27, N = 3SE +/- 9.63, N = 3SE +/- 13.26, N = 3SE +/- 32.06, N = 3SE +/- 25.14, N = 3SE +/- 13.06, N = 3SE +/- 20.57, N = 3SE +/- 22.18, N = 3SE +/- 20.98, N = 3SE +/- 28.14, N = 3SE +/- 15.69, N = 48991430147817502333148417292259310732751058-lOpenCL -lz1. (CXX) g++ options: -lpthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host6001200180024003000Min: 888.27 / Avg: 898.96 / Max: 909.99Min: 1412.22 / Avg: 1430.05 / Max: 1445.29Min: 1451.36 / Avg: 1477.54 / Max: 1494.31Min: 1686.07 / Avg: 1749.9 / Max: 1787.12Min: 2285.91 / Avg: 2332.72 / Max: 2372.04Min: 1463.59 / Avg: 1484.44 / Max: 1508.5Min: 1689.75 / Avg: 1729.48 / Max: 1758.6Min: 2235.88 / Avg: 2258.99 / Max: 2303.34Min: 3066.49 / Avg: 3106.95 / Max: 3136.83Min: 3232.74 / Avg: 3275.46 / Max: 3328.55Min: 1019.22 / Avg: 1057.56 / Max: 1096.091. (CXX) g++ options: -lpthread

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX5101520255.977.779.4511.818.807.579.2710.1315.1022.11

OpenBenchmarking.orgCelsius, Fewer Is BetterLeelaChessZero 0.20.1GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1428425670Min: 38 / Avg: 51.69 / Max: 59Min: 35 / Avg: 46.2 / Max: 55Min: 46 / Avg: 50.13 / Max: 53Min: 32 / Avg: 40.8 / Max: 58Min: 41 / Avg: 51.43 / Max: 61Min: 39 / Avg: 50.33 / Max: 58Min: 33 / Avg: 44.86 / Max: 52Min: 57 / Avg: 66.29 / Max: 73Min: 50 / Avg: 55.6 / Max: 60Min: 34 / Avg: 36.91 / Max: 47

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 41.9 / Avg: 150.59 / Max: 180Min: 42.6 / Avg: 184.04 / Max: 213.3Min: 80 / Avg: 156.39 / Max: 189.7Min: 40.2 / Avg: 148.14 / Max: 249.5Min: 96.9 / Avg: 265.17 / Max: 323.1Min: 69.4 / Avg: 196.01 / Max: 230Min: 75.1 / Avg: 186.61 / Max: 251.7Min: 88.3 / Avg: 222.99 / Max: 288.3Min: 48.2 / Avg: 205.76 / Max: 349.4Min: 97.7 / Avg: 148.16 / Max: 357.7

PlaidML

This test profile uses PlaidML deep learning framework for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2004006008001000SE +/- 0.87, N = 3SE +/- 4.06, N = 3SE +/- 3.15, N = 3SE +/- 5.02, N = 3SE +/- 3.70, N = 3SE +/- 1.27, N = 3SE +/- 1.07, N = 3SE +/- 1.63, N = 3SE +/- 2.70, N = 3SE +/- 3.45, N = 3552664645686774779830893971977
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2004006008001000Min: 550.45 / Avg: 552.08 / Max: 553.4Min: 656.32 / Avg: 664.31 / Max: 669.55Min: 641.13 / Avg: 645.34 / Max: 651.5Min: 675.83 / Avg: 685.87 / Max: 691.24Min: 767.34 / Avg: 774.41 / Max: 779.85Min: 777.01 / Avg: 779.22 / Max: 781.41Min: 828.43 / Avg: 830.48 / Max: 832.07Min: 890.4 / Avg: 893.16 / Max: 896.06Min: 965.79 / Avg: 971.16 / Max: 974.38Min: 971.07 / Avg: 976.99 / Max: 983.03

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX36912155.127.226.577.345.196.418.876.8210.288.82

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1224364860Min: 49 / Avg: 50 / Max: 51Min: 47 / Avg: 49.5 / Max: 51Min: 46 / Avg: 47 / Max: 48Min: 47 / Avg: 49.75 / Max: 51Min: 56 / Avg: 56.67 / Max: 57Min: 46 / Avg: 47.75 / Max: 50Min: 45 / Avg: 46.75 / Max: 48Min: 61 / Avg: 61.67 / Max: 62Min: 52 / Avg: 52.5 / Max: 53Min: 41 / Avg: 41.5 / Max: 42

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX4080120160200Min: 42.1 / Avg: 107.84 / Max: 141.6Min: 42.8 / Avg: 91.98 / Max: 117.4Min: 48.7 / Avg: 98.18 / Max: 132.6Min: 43.7 / Avg: 93.48 / Max: 127.3Min: 91.6 / Avg: 149.17 / Max: 203.2Min: 45.5 / Avg: 121.65 / Max: 166.1Min: 46 / Avg: 93.68 / Max: 129.3Min: 56.3 / Avg: 130.87 / Max: 184.7Min: 48.4 / Avg: 94.48 / Max: 113.3Min: 52.9 / Avg: 110.8 / Max: 140.2

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.58, N = 3SE +/- 0.44, N = 3SE +/- 0.18, N = 3SE +/- 0.40, N = 3SE +/- 0.48, N = 3SE +/- 1.30, N = 388.85117.00120.00132.00167.00134.00157.00168.00211.00215.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX4080120160200Min: 88.76 / Avg: 88.85 / Max: 88.92Min: 117.31 / Avg: 117.42 / Max: 117.56Min: 119.2 / Avg: 119.54 / Max: 120.14Min: 131.77 / Avg: 131.91 / Max: 132Min: 165.9 / Avg: 166.71 / Max: 167.85Min: 133.38 / Avg: 133.96 / Max: 134.81Min: 157.1 / Avg: 157.33 / Max: 157.7Min: 167.9 / Avg: 168.35 / Max: 169.14Min: 210.59 / Avg: 211.32 / Max: 212.24Min: 213.66 / Avg: 215.41 / Max: 217.95

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.2880.5760.8641.1521.440.670.760.900.780.820.921.071.081.121.28

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1326395265Min: 45 / Avg: 52 / Max: 57Min: 48 / Avg: 54.81 / Max: 60Min: 43 / Avg: 45.94 / Max: 49Min: 51 / Avg: 57.64 / Max: 63Min: 55 / Avg: 59.71 / Max: 66Min: 43 / Avg: 49.73 / Max: 56Min: 42 / Avg: 48.08 / Max: 55Min: 56 / Avg: 61.08 / Max: 66Min: 49 / Avg: 52.45 / Max: 57Min: 39 / Avg: 44.46 / Max: 52

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 87.5 / Avg: 132.19 / Max: 156.7Min: 81.8 / Avg: 153.87 / Max: 183Min: 56.1 / Avg: 132.15 / Max: 155Min: 89.5 / Avg: 168.75 / Max: 202.8Min: 120.7 / Avg: 202.56 / Max: 256.6Min: 45 / Avg: 144.95 / Max: 190.7Min: 45.8 / Avg: 146.81 / Max: 206.6Min: 47.5 / Avg: 155.97 / Max: 224.6Min: 48.4 / Avg: 188.73 / Max: 275.6Min: 51.5 / Avg: 168.92 / Max: 275.4

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX100200300400500SE +/- 0.17, N = 3SE +/- 0.38, N = 3SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.34, N = 3SE +/- 0.26, N = 3SE +/- 0.76, N = 3SE +/- 0.40, N = 3SE +/- 1.03, N = 3SE +/- 1.16, N = 3183237237264334282333354458474
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX80160240320400Min: 182.32 / Avg: 182.6 / Max: 182.92Min: 236.94 / Avg: 237.38 / Max: 238.13Min: 237.19 / Avg: 237.39 / Max: 237.7Min: 263.46 / Avg: 263.87 / Max: 264.3Min: 333.56 / Avg: 334.13 / Max: 334.72Min: 281.23 / Avg: 281.69 / Max: 282.14Min: 331.75 / Avg: 333.11 / Max: 334.37Min: 353.61 / Avg: 354.02 / Max: 354.83Min: 456.67 / Avg: 458.12 / Max: 460.12Min: 472.54 / Avg: 474.44 / Max: 476.54

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.66381.32761.99142.65523.3191.491.762.081.621.781.962.512.392.952.92

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1326395265Min: 47 / Avg: 50.92 / Max: 55Min: 54 / Avg: 57.18 / Max: 61Min: 43 / Avg: 45.8 / Max: 48Min: 58 / Avg: 60 / Max: 63Min: 59 / Avg: 61.1 / Max: 64Min: 46 / Avg: 50.9 / Max: 56Min: 46 / Avg: 48.78 / Max: 53Min: 58 / Avg: 61.6 / Max: 65Min: 49 / Avg: 51.2 / Max: 55Min: 44 / Avg: 46.33 / Max: 52

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 60.4 / Avg: 122.52 / Max: 164.5Min: 83.8 / Avg: 134.85 / Max: 189.4Min: 48.5 / Avg: 113.89 / Max: 160.8Min: 91.6 / Avg: 162.7 / Max: 211.1Min: 122.3 / Avg: 187.68 / Max: 270.3Min: 86.5 / Avg: 143.68 / Max: 202.9Min: 78.4 / Avg: 132.98 / Max: 222.4Min: 47.4 / Avg: 148.19 / Max: 240.2Min: 48.4 / Avg: 155.12 / Max: 292.5Min: 52.6 / Avg: 162.76 / Max: 301.7

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.32, N = 3SE +/- 0.15, N = 3SE +/- 0.26, N = 3SE +/- 0.32, N = 3SE +/- 0.20, N = 3SE +/- 0.43, N = 394.62126.00128.00139.00194.00148.00179.00192.00250.00264.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 94.58 / Avg: 94.62 / Max: 94.68Min: 126.33 / Avg: 126.49 / Max: 126.72Min: 128.34 / Avg: 128.4 / Max: 128.51Min: 138.95 / Avg: 139.09 / Max: 139.25Min: 194.05 / Avg: 194.4 / Max: 195.04Min: 147.98 / Avg: 148.21 / Max: 148.51Min: 178.77 / Avg: 179.11 / Max: 179.62Min: 191.55 / Avg: 192.06 / Max: 192.65Min: 249.48 / Avg: 249.7 / Max: 250.09Min: 263.47 / Avg: 264.04 / Max: 264.9

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.33750.6751.01251.351.68750.720.921.020.801.081.081.271.211.381.50

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1326395265Min: 43 / Avg: 51.9 / Max: 59Min: 49 / Avg: 56.06 / Max: 63Min: 41 / Avg: 45.18 / Max: 50Min: 52 / Avg: 58.85 / Max: 65Min: 53 / Avg: 60.07 / Max: 67Min: 43 / Avg: 50.75 / Max: 59Min: 42 / Avg: 48.87 / Max: 56Min: 53 / Avg: 59.79 / Max: 68Min: 46 / Avg: 51 / Max: 57Min: 42 / Avg: 47.33 / Max: 54

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 58.2 / Avg: 131.14 / Max: 167.2Min: 43.1 / Avg: 136.92 / Max: 191.2Min: 48.4 / Avg: 125.32 / Max: 169.8Min: 70.3 / Avg: 172.91 / Max: 216.6Min: 65.2 / Avg: 179.46 / Max: 287.9Min: 62.3 / Avg: 137.76 / Max: 208Min: 47.2 / Avg: 141.31 / Max: 234Min: 49.8 / Avg: 158.89 / Max: 252.8Min: 47.7 / Avg: 180.78 / Max: 312Min: 58.3 / Avg: 176.01 / Max: 322.5

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX4080120160200SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.19, N = 386.94107.00103.00103.00125.00113.00132.00133.00156.00160.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX306090120150Min: 86.89 / Avg: 86.94 / Max: 86.97Min: 107.12 / Avg: 107.4 / Max: 107.66Min: 102.73 / Avg: 102.78 / Max: 102.84Min: 102.56 / Avg: 102.63 / Max: 102.77Min: 125.21 / Avg: 125.45 / Max: 125.8Min: 112.47 / Avg: 112.61 / Max: 112.83Min: 131.66 / Avg: 131.97 / Max: 132.29Min: 132.99 / Avg: 133.25 / Max: 133.68Min: 155.76 / Avg: 155.89 / Max: 156.08Min: 159.74 / Avg: 160.07 / Max: 160.41

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.25430.50860.76291.01721.27150.870.851.030.671.031.021.091.011.130.98

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1326395265Min: 41 / Avg: 47.52 / Max: 54Min: 51 / Avg: 56.59 / Max: 60Min: 38 / Avg: 42.62 / Max: 46Min: 60 / Avg: 61.64 / Max: 63Min: 44 / Avg: 53.18 / Max: 61Min: 43 / Avg: 48.84 / Max: 55Min: 42 / Avg: 47.65 / Max: 53Min: 52 / Avg: 58.56 / Max: 66Min: 44 / Avg: 48.59 / Max: 53Min: 43 / Avg: 48.07 / Max: 53

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX4080120160200Min: 43.2 / Avg: 99.8 / Max: 140.7Min: 48.4 / Avg: 126.46 / Max: 165Min: 48.1 / Avg: 99.69 / Max: 140.6Min: 91.7 / Avg: 152.84 / Max: 169.4Min: 47.2 / Avg: 121.72 / Max: 213.3Min: 47.3 / Avg: 110.84 / Max: 168.5Min: 49.9 / Avg: 120.6 / Max: 185.8Min: 48 / Avg: 132.2 / Max: 198.2Min: 48.4 / Avg: 137.54 / Max: 235.7Min: 56 / Avg: 163.54 / Max: 245.3

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250SE +/- 0.17, N = 3SE +/- 0.50, N = 3SE +/- 0.03, N = 3SE +/- 0.60, N = 3SE +/- 0.49, N = 3SE +/- 0.38, N = 3SE +/- 0.82, N = 3SE +/- 0.27, N = 3SE +/- 0.72, N = 3SE +/- 0.96, N = 3134156153167187188198216246244
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX4080120160200Min: 133.51 / Avg: 133.81 / Max: 134.09Min: 155.61 / Avg: 156.25 / Max: 157.23Min: 153.07 / Avg: 153.11 / Max: 153.17Min: 165.62 / Avg: 166.82 / Max: 167.47Min: 186.6 / Avg: 187.44 / Max: 188.3Min: 187.38 / Avg: 188.13 / Max: 188.58Min: 196.74 / Avg: 198.38 / Max: 199.3Min: 215.25 / Avg: 215.62 / Max: 216.16Min: 244.31 / Avg: 245.51 / Max: 246.8Min: 242.37 / Avg: 243.94 / Max: 245.69

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.36450.7291.09351.4581.82251.081.141.241.141.141.621.561.561.541.60

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1224364860Min: 44 / Avg: 49.23 / Max: 54Min: 51 / Avg: 55.42 / Max: 59Min: 39 / Avg: 42.75 / Max: 45Min: 53 / Avg: 57.58 / Max: 61Min: 59 / Avg: 61.75 / Max: 63Min: 40 / Avg: 45 / Max: 50Min: 41 / Avg: 45.18 / Max: 49Min: 50 / Avg: 54.64 / Max: 59Min: 52 / Avg: 53.5 / Max: 56Min: 52 / Avg: 53.8 / Max: 56

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX4080120160200Min: 70.1 / Avg: 124.21 / Max: 145Min: 82.2 / Avg: 136.83 / Max: 164.9Min: 104.8 / Avg: 123.57 / Max: 135.6Min: 90.8 / Avg: 146.71 / Max: 176.8Min: 50.4 / Avg: 165.05 / Max: 214.8Min: 44.3 / Avg: 116.14 / Max: 162.7Min: 47.1 / Avg: 127.27 / Max: 169.5Min: 46.4 / Avg: 138.03 / Max: 185.4Min: 48.6 / Avg: 159.87 / Max: 223.7Min: 57.5 / Avg: 152.07 / Max: 231.9

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX30060090012001500SE +/- 3.04, N = 3SE +/- 1.02, N = 3SE +/- 0.31, N = 3SE +/- 0.61, N = 3SE +/- 4.51, N = 3SE +/- 1.86, N = 3SE +/- 1.43, N = 3SE +/- 0.31, N = 3SE +/- 1.39, N = 3SE +/- 3.01, N = 35927647558018838631008104512911336
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2004006008001000Min: 586.76 / Avg: 592.47 / Max: 597.15Min: 761.81 / Avg: 763.83 / Max: 765.1Min: 754.57 / Avg: 754.92 / Max: 755.54Min: 800.38 / Avg: 801.45 / Max: 802.5Min: 875.86 / Avg: 882.88 / Max: 891.29Min: 859.19 / Avg: 862.88 / Max: 865.16Min: 1005.23 / Avg: 1007.98 / Max: 1010.04Min: 1044.43 / Avg: 1045.03 / Max: 1045.41Min: 1288.49 / Avg: 1291.1 / Max: 1293.21Min: 1329.56 / Avg: 1335.56 / Max: 1338.83

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX36912157.727.128.065.427.029.008.7010.678.456.67

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1326395265Min: 41 / Avg: 45.25 / Max: 47Min: 59 / Avg: 60.33 / Max: 61Min: 48 / Avg: 48 / Max: 48Min: 62 / Avg: 62 / Max: 62Min: 63 / Avg: 64 / Max: 65Min: 39 / Avg: 44.25 / Max: 48Min: 55 / Avg: 55 / Max: 55Min: 66 / Avg: 66 / Max: 66Min: 54 / Avg: 55.67 / Max: 58Min: 55 / Avg: 55 / Max: 55

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 41.8 / Avg: 76.7 / Max: 94.4Min: 45.9 / Avg: 107.3 / Max: 155.1Min: 49.7 / Avg: 93.67 / Max: 125.7Min: 44.3 / Avg: 147.75 / Max: 195.1Min: 53.3 / Avg: 125.73 / Max: 165.2Min: 43.1 / Avg: 95.9 / Max: 118.8Min: 115.1 / Avg: 115.83 / Max: 116.5Min: 52 / Avg: 97.93 / Max: 121Min: 48.2 / Avg: 152.87 / Max: 274.6Min: 54 / Avg: 200.17 / Max: 274.2

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.28, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.38, N = 3SE +/- 0.53, N = 386.11116.00118.00133.00167.00133.00156.00172.00225.00229.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX4080120160200Min: 86.05 / Avg: 86.11 / Max: 86.17Min: 115.89 / Avg: 115.99 / Max: 116.12Min: 117.21 / Avg: 117.56 / Max: 117.8Min: 132.58 / Avg: 132.67 / Max: 132.83Min: 166.55 / Avg: 166.93 / Max: 167.49Min: 133.25 / Avg: 133.38 / Max: 133.48Min: 156.39 / Avg: 156.41 / Max: 156.45Min: 171.98 / Avg: 172.21 / Max: 172.43Min: 223.99 / Avg: 224.61 / Max: 225.31Min: 227.82 / Avg: 228.71 / Max: 229.66

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.27230.54460.81691.08921.36150.610.740.830.790.810.840.981.031.211.19

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1326395265Min: 44 / Avg: 52.44 / Max: 59Min: 58 / Avg: 61.79 / Max: 65Min: 43 / Avg: 47.13 / Max: 50Min: 58 / Avg: 63.21 / Max: 68Min: 60 / Avg: 64.36 / Max: 69Min: 40 / Avg: 48.69 / Max: 56Min: 49 / Avg: 54.67 / Max: 60Min: 57 / Avg: 63.18 / Max: 68Min: 52 / Avg: 54.78 / Max: 59Min: 51 / Avg: 55.27 / Max: 60

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 70.6 / Avg: 141.88 / Max: 164.5Min: 85.2 / Avg: 157.11 / Max: 185.1Min: 50 / Avg: 141.65 / Max: 161.4Min: 91.6 / Avg: 167.52 / Max: 214.9Min: 123.8 / Avg: 205.47 / Max: 275.7Min: 45.2 / Avg: 158.66 / Max: 201.6Min: 47.5 / Avg: 159.79 / Max: 224.3Min: 50.1 / Avg: 167.47 / Max: 240.9Min: 49.3 / Avg: 185.12 / Max: 298.3Min: 63.8 / Avg: 192.88 / Max: 301.5

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX120240360480600SE +/- 0.11, N = 3SE +/- 0.45, N = 3SE +/- 0.24, N = 3SE +/- 0.41, N = 3SE +/- 0.55, N = 3SE +/- 0.26, N = 3SE +/- 0.33, N = 3SE +/- 0.45, N = 3SE +/- 0.31, N = 3SE +/- 1.67, N = 3194257262292339309376400537556
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX100200300400500Min: 193.36 / Avg: 193.57 / Max: 193.7Min: 256.49 / Avg: 257.03 / Max: 257.93Min: 261.35 / Avg: 261.84 / Max: 262.13Min: 291.32 / Avg: 292.02 / Max: 292.73Min: 338.01 / Avg: 338.9 / Max: 339.9Min: 308.5 / Avg: 309.01 / Max: 309.37Min: 375.3 / Avg: 375.95 / Max: 376.34Min: 398.92 / Avg: 399.51 / Max: 400.4Min: 536.36 / Avg: 536.97 / Max: 537.39Min: 553.7 / Avg: 556.33 / Max: 559.45

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.69981.39962.09942.79923.4991.591.771.941.921.822.302.442.513.112.86

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1326395265Min: 50 / Avg: 54.8 / Max: 58Min: 56 / Avg: 59.9 / Max: 64Min: 44 / Avg: 46.22 / Max: 48Min: 60 / Avg: 62.5 / Max: 65Min: 61 / Avg: 63.11 / Max: 66Min: 46 / Avg: 50.11 / Max: 56Min: 50 / Avg: 53.44 / Max: 58Min: 59 / Avg: 62.38 / Max: 66Min: 51 / Avg: 53.29 / Max: 57Min: 52 / Avg: 54.86 / Max: 58

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 71.4 / Avg: 121.65 / Max: 172.6Min: 45.2 / Avg: 145.44 / Max: 201.2Min: 48.6 / Avg: 134.71 / Max: 168.9Min: 91.9 / Avg: 152.34 / Max: 225.3Min: 61.2 / Avg: 185.7 / Max: 280.5Min: 65 / Avg: 134.41 / Max: 208.9Min: 49.8 / Avg: 153.92 / Max: 242.3Min: 48.4 / Avg: 158.95 / Max: 257.5Min: 100.3 / Avg: 172.57 / Max: 323.3Min: 102.3 / Avg: 194.3 / Max: 332.7

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX130260390520650SE +/- 0.33, N = 3SE +/- 0.21, N = 3SE +/- 0.19, N = 3SE +/- 0.45, N = 3SE +/- 0.59, N = 3SE +/- 0.31, N = 3SE +/- 0.60, N = 3SE +/- 1.09, N = 3SE +/- 2.13, N = 3SE +/- 0.76, N = 3180228224259330347382457605610
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX110220330440550Min: 179.02 / Avg: 179.67 / Max: 180Min: 227.78 / Avg: 228.16 / Max: 228.5Min: 223.9 / Avg: 224.25 / Max: 224.53Min: 257.79 / Avg: 258.64 / Max: 259.34Min: 329.48 / Avg: 330.36 / Max: 331.47Min: 346.94 / Avg: 347.49 / Max: 348.01Min: 380.39 / Avg: 381.58 / Max: 382.33Min: 456.16 / Avg: 457.47 / Max: 459.63Min: 601.13 / Avg: 605.16 / Max: 608.37Min: 608.75 / Avg: 610.22 / Max: 611.33

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.77181.54362.31543.08723.8591.281.461.761.471.702.763.023.373.053.43

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1326395265Min: 52 / Avg: 56.5 / Max: 59Min: 55 / Avg: 60 / Max: 64Min: 43 / Avg: 45.83 / Max: 48Min: 58 / Avg: 62 / Max: 65Min: 59 / Avg: 63 / Max: 66Min: 46 / Avg: 51.8 / Max: 55Min: 51 / Avg: 53.25 / Max: 55Min: 58 / Avg: 61.5 / Max: 64Min: 50 / Avg: 51.33 / Max: 53Min: 51 / Avg: 54 / Max: 58

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 71.5 / Avg: 140.59 / Max: 158.7Min: 43.1 / Avg: 156.77 / Max: 185.9Min: 48.9 / Avg: 127.46 / Max: 146.6Min: 115.7 / Avg: 176.49 / Max: 201.1Min: 50.4 / Avg: 194.3 / Max: 254.7Min: 45.1 / Avg: 125.88 / Max: 192.6Min: 46.5 / Avg: 126.45 / Max: 198.6Min: 47.4 / Avg: 135.75 / Max: 228.3Min: 48.3 / Avg: 198.43 / Max: 287.4Min: 52.5 / Avg: 178.13 / Max: 298.5

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 3SE +/- 0.27, N = 3SE +/- 0.17, N = 3SE +/- 0.36, N = 3SE +/- 0.72, N = 394.08129.00131.00143.00189.00150.00189.00203.00273.00289.00
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 94.02 / Avg: 94.08 / Max: 94.14Min: 128.87 / Avg: 128.94 / Max: 128.99Min: 130.93 / Avg: 130.95 / Max: 130.97Min: 142.61 / Avg: 142.69 / Max: 142.8Min: 188.71 / Avg: 188.84 / Max: 189.07Min: 150.11 / Avg: 150.43 / Max: 150.64Min: 189.1 / Avg: 189.39 / Max: 189.94Min: 203.19 / Avg: 203.39 / Max: 203.73Min: 272.43 / Avg: 272.89 / Max: 273.61Min: 288.45 / Avg: 289.19 / Max: 290.62

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.29030.58060.87091.16121.45150.650.790.890.790.820.901.031.081.281.29

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1428425670Min: 52 / Avg: 58.35 / Max: 62Min: 56 / Avg: 62.15 / Max: 66Min: 43 / Avg: 47.69 / Max: 50Min: 59 / Avg: 64.36 / Max: 68Min: 61 / Avg: 65.7 / Max: 70Min: 46 / Avg: 55.73 / Max: 61Min: 47 / Avg: 54.45 / Max: 60Min: 56 / Avg: 63.5 / Max: 70Min: 49 / Avg: 54.38 / Max: 59Min: 50 / Avg: 55.25 / Max: 61

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 72.7 / Avg: 144.61 / Max: 170.9Min: 43.1 / Avg: 162.78 / Max: 197.9Min: 47.9 / Avg: 146.58 / Max: 171.7Min: 45.1 / Avg: 180.6 / Max: 225Min: 127.7 / Avg: 231.45 / Max: 296.9Min: 44 / Avg: 167.51 / Max: 215.1Min: 68.7 / Avg: 183.65 / Max: 245.5Min: 50.9 / Avg: 188.45 / Max: 269.3Min: 47.6 / Avg: 212.98 / Max: 331.1Min: 55.4 / Avg: 223.68 / Max: 345.8

NAMD CUDA

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. This version of the NAMD test profile uses CUDA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host0.07260.14520.21780.29040.363SE +/- 0.00102, N = 3SE +/- 0.00210, N = 3SE +/- 0.00129, N = 3SE +/- 0.00192, N = 3SE +/- 0.00196, N = 3SE +/- 0.00208, N = 3SE +/- 0.00161, N = 3SE +/- 0.00116, N = 3SE +/- 0.00190, N = 3SE +/- 0.00092, N = 3SE +/- 0.00011, N = 30.322710.242280.230220.212330.201130.205420.197460.200440.191770.197350.26286
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host12345Min: 0.32 / Avg: 0.32 / Max: 0.32Min: 0.24 / Avg: 0.24 / Max: 0.25Min: 0.23 / Avg: 0.23 / Max: 0.23Min: 0.21 / Avg: 0.21 / Max: 0.22Min: 0.2 / Avg: 0.2 / Max: 0.21Min: 0.2 / Avg: 0.21 / Max: 0.21Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.19 / Avg: 0.19 / Max: 0.2Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.26 / Avg: 0.26 / Max: 0.26

OpenBenchmarking.orgCelsius, Fewer Is BetterNAMD CUDA 2.13GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1428425670Min: 52 / Avg: 59.2 / Max: 63Min: 60 / Avg: 64 / Max: 67Min: 45 / Avg: 48.14 / Max: 50Min: 51 / Avg: 58.08 / Max: 63Min: 62 / Avg: 66.71 / Max: 70Min: 49 / Avg: 55.63 / Max: 61Min: 51 / Avg: 55.71 / Max: 60Min: 61 / Avg: 65.38 / Max: 70Min: 51 / Avg: 54.43 / Max: 57Min: 51 / Avg: 55.29 / Max: 58

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX70140210280350Min: 42.7 / Avg: 204.58 / Max: 263.4Min: 81.5 / Avg: 223.92 / Max: 280.5Min: 49.2 / Avg: 202 / Max: 255.8Min: 92.5 / Avg: 192.92 / Max: 318.2Min: 48.2 / Avg: 283.67 / Max: 370.3Min: 45.9 / Avg: 231.36 / Max: 300.1Min: 45.7 / Avg: 247.69 / Max: 317.6Min: 173.3 / Avg: 271.87 / Max: 334.5Min: 47.8 / Avg: 245.81 / Max: 362.6Min: 53 / Avg: 269.25 / Max: 360.8

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Boat - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.82351.6472.47053.2944.1175SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.662.892.932.722.262.221.931.921.641.64
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Boat - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX246810Min: 3.65 / Avg: 3.66 / Max: 3.67Min: 2.88 / Avg: 2.89 / Max: 2.89Min: 2.92 / Avg: 2.93 / Max: 2.94Min: 2.71 / Avg: 2.72 / Max: 2.73Min: 2.25 / Avg: 2.26 / Max: 2.27Min: 2.22 / Avg: 2.22 / Max: 2.23Min: 1.92 / Avg: 1.93 / Max: 1.94Min: 1.92 / Avg: 1.92 / Max: 1.93Min: 1.64 / Avg: 1.64 / Max: 1.65Min: 1.63 / Avg: 1.64 / Max: 1.64

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Masskrug - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.93831.87662.81493.75324.6915SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.173.924.013.973.873.823.683.783.693.69
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Masskrug - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX246810Min: 4.16 / Avg: 4.17 / Max: 4.19Min: 3.91 / Avg: 3.92 / Max: 3.93Min: 3.99 / Avg: 4.01 / Max: 4.03Min: 3.97 / Avg: 3.97 / Max: 3.98Min: 3.85 / Avg: 3.87 / Max: 3.89Min: 3.81 / Avg: 3.82 / Max: 3.84Min: 3.65 / Avg: 3.68 / Max: 3.7Min: 3.78 / Avg: 3.78 / Max: 3.79Min: 3.66 / Avg: 3.69 / Max: 3.7Min: 3.67 / Avg: 3.69 / Max: 3.7

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Room - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.29480.58960.88441.17921.474SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.311.101.161.101.030.820.750.810.750.74
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Room - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX246810Min: 1.3 / Avg: 1.31 / Max: 1.31Min: 1.1 / Avg: 1.1 / Max: 1.1Min: 1.15 / Avg: 1.16 / Max: 1.16Min: 1.1 / Avg: 1.1 / Max: 1.11Min: 1.01 / Avg: 1.03 / Max: 1.06Min: 0.82 / Avg: 0.82 / Max: 0.82Min: 0.75 / Avg: 0.75 / Max: 0.75Min: 0.81 / Avg: 0.81 / Max: 0.81Min: 0.74 / Avg: 0.75 / Max: 0.75Min: 0.73 / Avg: 0.74 / Max: 0.75

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Rack - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.02930.05860.08790.11720.1465SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.130.120.130.130.120.110.100.110.100.10
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Rack - Acceleration: OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX12345Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.12 / Max: 0.13Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.12 / Max: 0.12Min: 0.11 / Avg: 0.11 / Max: 0.11Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.11 / Avg: 0.11 / Max: 0.11Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.1 / Avg: 0.1 / Max: 0.11

LuxMark

LuxMark is a multi-platform OpenGL benchmark using LuxRender. LuxMark supports targeting different OpenCL devices and has multiple scenes available for rendering. LuxMark is a fully open-source OpenCL program with real-world rendering examples. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX10K20K30K40K50KSE +/- 46.58, N = 3SE +/- 1.33, N = 3SE +/- 14.90, N = 3SE +/- 42.00, N = 3SE +/- 8.33, N = 3SE +/- 31.58, N = 3SE +/- 107.00, N = 3SE +/- 25.12, N = 3SE +/- 155.67, N = 3SE +/- 103.04, N = 312256172871677613803216822135629532291464278746022
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX8K16K24K32K40KMin: 12182 / Avg: 12256 / Max: 12342Min: 17286 / Avg: 17287.33 / Max: 17290Min: 16759 / Avg: 16776.33 / Max: 16806Min: 13761 / Avg: 13803 / Max: 13887Min: 21674 / Avg: 21682.33 / Max: 21699Min: 21297 / Avg: 21356 / Max: 21405Min: 29424 / Avg: 29532 / Max: 29746Min: 29102 / Avg: 29145.67 / Max: 29189Min: 42607 / Avg: 42787 / Max: 43097Min: 45879 / Avg: 46022 / Max: 46222

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX30609012015085.5398.48114.1679.4289.34110.80131.09123.99133.42137.54

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1530456075Min: 43 / Avg: 58.4 / Max: 61Min: 54 / Avg: 67.07 / Max: 70Min: 41 / Avg: 48.91 / Max: 51Min: 49 / Avg: 64.55 / Max: 67Min: 56 / Avg: 72.55 / Max: 75Min: 49 / Avg: 63.65 / Max: 67Min: 47 / Avg: 67.5 / Max: 72Min: 48 / Avg: 75.04 / Max: 79Min: 49 / Avg: 69.88 / Max: 74Min: 44 / Avg: 71.96 / Max: 78

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 111.3 / Avg: 143.3 / Max: 145.4Min: 82.6 / Avg: 175.54 / Max: 179.2Min: 47.6 / Avg: 146.95 / Max: 149.7Min: 89.3 / Avg: 173.79 / Max: 175.8Min: 161.6 / Avg: 242.69 / Max: 248.1Min: 44 / Avg: 192.74 / Max: 197.4Min: 46 / Avg: 225.28 / Max: 233.2Min: 48.9 / Avg: 235.08 / Max: 244.1Min: 47.7 / Avg: 320.7 / Max: 332Min: 50.6 / Avg: 334.61 / Max: 351.7

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX7K14K21K28K35KSE +/- 1.53, N = 3SE +/- 1.20, N = 3SE +/- 5.00, N = 3SE +/- 10.84, N = 3SE +/- 5.67, N = 3SE +/- 57.27, N = 3SE +/- 4.62, N = 3SE +/- 24.50, N = 3SE +/- 127.33, N = 3SE +/- 146.65, N = 369629972101758722135841373418074197662861730426
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX5K10K15K20K25KMin: 6959 / Avg: 6962 / Max: 6964Min: 9970 / Avg: 9971.67 / Max: 9974Min: 10165 / Avg: 10175 / Max: 10180Min: 8711 / Avg: 8722.33 / Max: 8744Min: 13573 / Avg: 13584.33 / Max: 13590Min: 13649 / Avg: 13734 / Max: 13843Min: 18066 / Avg: 18074 / Max: 18082Min: 19717 / Avg: 19766 / Max: 19791Min: 28490 / Avg: 28617.33 / Max: 28872Min: 30135 / Avg: 30425.67 / Max: 30605

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2040608010051.3860.1671.5952.0857.8472.8282.6684.7489.2191.17

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1530456075Min: 52 / Avg: 57.72 / Max: 59Min: 64 / Avg: 67.32 / Max: 68Min: 45 / Avg: 48.75 / Max: 49Min: 61 / Avg: 65.19 / Max: 66Min: 66 / Avg: 72.64 / Max: 74Min: 56 / Avg: 65.72 / Max: 67Min: 59 / Avg: 68.82 / Max: 70Min: 66 / Avg: 76.55 / Max: 78Min: 68 / Avg: 73.54 / Max: 75Min: 64 / Avg: 76.18 / Max: 78

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 43.5 / Avg: 135.49 / Max: 138.3Min: 58.9 / Avg: 165.75 / Max: 169.2Min: 49.7 / Avg: 142.13 / Max: 144.6Min: 49.8 / Avg: 167.48 / Max: 171.6Min: 51.8 / Avg: 234.85 / Max: 240.3Min: 45.4 / Avg: 188.59 / Max: 193.4Min: 49.6 / Avg: 218.65 / Max: 223.5Min: 49.5 / Avg: 233.26 / Max: 240.4Min: 51.5 / Avg: 320.8 / Max: 328.8Min: 56.5 / Avg: 333.71 / Max: 348.1

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2K4K6K8K10KSE +/- 10.90, N = 3SE +/- 4.33, N = 3SE +/- 0.67, N = 3SE +/- 3.18, N = 3SE +/- 29.33, N = 3SE +/- 4.51, N = 3SE +/- 1.00, N = 3SE +/- 12.33, N = 3SE +/- 1.45, N = 3SE +/- 6.69, N = 32662387241673802566847666147655291849729
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2K4K6K8K10KMin: 2641 / Avg: 2661.67 / Max: 2678Min: 3868 / Avg: 3872.33 / Max: 3881Min: 4166 / Avg: 4167.33 / Max: 4168Min: 3796 / Avg: 3802.33 / Max: 3806Min: 5609 / Avg: 5667.67 / Max: 5697Min: 4761 / Avg: 4766 / Max: 4775Min: 6145 / Avg: 6147 / Max: 6148Min: 6527 / Avg: 6551.67 / Max: 6564Min: 9181 / Avg: 9183.67 / Max: 9186Min: 9718 / Avg: 9728.67 / Max: 9741

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX71421283517.7619.9826.1919.5020.5023.0525.6624.8627.3527.67

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1632486480Min: 50 / Avg: 62.77 / Max: 65Min: 60 / Avg: 73.85 / Max: 76Min: 47 / Avg: 52.18 / Max: 53Min: 59 / Avg: 71.48 / Max: 74Min: 67 / Avg: 79.45 / Max: 82Min: 55 / Avg: 68.52 / Max: 70Min: 63 / Avg: 72.56 / Max: 74Min: 66 / Avg: 80.62 / Max: 83Min: 63 / Avg: 75.3 / Max: 77Min: 65 / Avg: 77.45 / Max: 79

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 44.6 / Avg: 149.89 / Max: 155.9Min: 45.5 / Avg: 193.79 / Max: 199.6Min: 48.8 / Avg: 159.08 / Max: 161.7Min: 43.9 / Avg: 194.98 / Max: 203.8Min: 48.8 / Avg: 276.45 / Max: 286Min: 45.7 / Avg: 206.77 / Max: 213.1Min: 47.5 / Avg: 239.56 / Max: 245.1Min: 52 / Avg: 263.55 / Max: 277.3Min: 51.4 / Avg: 335.79 / Max: 346.6Min: 58 / Avg: 351.6 / Max: 363.1

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX120240360480600SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.27, N = 3SE +/- 0.18, N = 3SE +/- 0.52, N = 3SE +/- 0.15, N = 3SE +/- 1.98, N = 3SE +/- 1.81, N = 3SE +/- 0.50, N = 3SE +/- 0.38, N = 31532052052293372963923925445651. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX100200300400500Min: 152.5 / Avg: 152.67 / Max: 153Min: 205.1 / Avg: 205.27 / Max: 205.4Min: 204.2 / Avg: 204.73 / Max: 205.1Min: 228.6 / Avg: 228.93 / Max: 229.2Min: 336.4 / Avg: 337.37 / Max: 338.2Min: 296.1 / Avg: 296.3 / Max: 296.6Min: 388.2 / Avg: 392.1 / Max: 394.6Min: 388.5 / Avg: 391.87 / Max: 394.7Min: 543.5 / Avg: 544 / Max: 545Min: 565 / Avg: 565.43 / Max: 566.21. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080TITAN RTX0.81451.6292.44353.2584.07251.331.591.691.542.092.342.692.653.62

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1428425670Min: 54 / Avg: 55.88 / Max: 57Min: 64 / Avg: 64.8 / Max: 66Min: 47 / Avg: 47 / Max: 47Min: 63 / Avg: 64.17 / Max: 65Min: 68 / Avg: 68.33 / Max: 69Min: 56 / Avg: 58.5 / Max: 60Min: 60 / Avg: 62 / Max: 63Min: 67 / Avg: 68.67 / Max: 70Min: 66 / Avg: 67 / Max: 68Min: 66 / Avg: 68.33 / Max: 70

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 55.5 / Avg: 114.96 / Max: 125.8Min: 46.7 / Avg: 129.34 / Max: 151Min: 49 / Avg: 121.24 / Max: 139.8Min: 102.3 / Avg: 149.02 / Max: 162.5Min: 52.6 / Avg: 161.7 / Max: 217.6Min: 45.9 / Avg: 126.65 / Max: 159.6Min: 48.6 / Avg: 145.97 / Max: 196.3Min: 50.4 / Avg: 148 / Max: 197.9Min: 57.7 / Avg: 161.45 / Max: 265.2Min: 55.2 / Avg: 156.17 / Max: 266.5

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX110220330440550SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.95, N = 3SE +/- 0.59, N = 3SE +/- 0.73, N = 3SE +/- 1.92, N = 3SE +/- 2.45, N = 31391921902163362453133234394891. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX90180270360450Min: 138.9 / Avg: 139.13 / Max: 139.5Min: 191.6 / Avg: 191.67 / Max: 191.8Min: 189.2 / Avg: 189.63 / Max: 190.2Min: 216 / Avg: 216.17 / Max: 216.3Min: 335.5 / Avg: 335.67 / Max: 335.8Min: 243.5 / Avg: 245.37 / Max: 246.6Min: 312.5 / Avg: 313.4 / Max: 314.5Min: 321.7 / Avg: 322.67 / Max: 324.1Min: 435.5 / Avg: 439.33 / Max: 441.3Min: 483.6 / Avg: 488.5 / Max: 491.11. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.63681.27361.91042.54723.1841.421.401.521.531.541.872.252.502.832.57

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1326395265Min: 53 / Avg: 53 / Max: 53Min: 60 / Avg: 60.6 / Max: 61Min: 43 / Avg: 44.83 / Max: 46Min: 60 / Avg: 60.2 / Max: 61Min: 64 / Avg: 64 / Max: 64Min: 55 / Avg: 56 / Max: 57Min: 54 / Avg: 55.33 / Max: 56Min: 61 / Avg: 63.75 / Max: 65Min: 61 / Avg: 62 / Max: 63Min: 59 / Avg: 63 / Max: 65

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 43.4 / Avg: 98.27 / Max: 126.2Min: 84.4 / Avg: 137.36 / Max: 151.6Min: 50 / Avg: 124.63 / Max: 140.5Min: 92.2 / Avg: 141.24 / Max: 162.2Min: 216.4 / Avg: 217.73 / Max: 218.8Min: 44.2 / Avg: 131.53 / Max: 164.4Min: 46.9 / Avg: 139.57 / Max: 185.9Min: 98.5 / Avg: 128.93 / Max: 169.3Min: 51 / Avg: 155.07 / Max: 243.7Min: 55 / Avg: 190.13 / Max: 258.3

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX100200300400500SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 3SE +/- 0.23, N = 3SE +/- 0.64, N = 31381871872093172473303274544831. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX90180270360450Min: 138.2 / Avg: 138.4 / Max: 138.7Min: 186.8 / Avg: 186.87 / Max: 187Min: 186.7 / Avg: 187.23 / Max: 187.7Min: 209.3 / Avg: 209.4 / Max: 209.5Min: 317.3 / Avg: 317.47 / Max: 317.8Min: 246.4 / Avg: 246.67 / Max: 247Min: 330.1 / Avg: 330.37 / Max: 330.7Min: 326.3 / Avg: 326.7 / Max: 327.4Min: 453.3 / Avg: 453.7 / Max: 454.1Min: 481.7 / Avg: 482.77 / Max: 483.91. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 20800.51981.03961.55942.07922.5991.281.411.651.762.272.222.31

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1224364860Min: 48 / Avg: 51.14 / Max: 52Min: 55 / Avg: 57.17 / Max: 58Min: 43 / Avg: 44 / Max: 45Min: 56 / Avg: 57 / Max: 58Min: 60 / Avg: 60.67 / Max: 61Min: 49 / Avg: 54 / Max: 56Min: 50 / Avg: 53.67 / Max: 56Min: 62 / Avg: 62 / Max: 62Min: 56 / Avg: 58.33 / Max: 61Min: 60 / Avg: 61 / Max: 62

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 57.7 / Avg: 108.33 / Max: 126.1Min: 64.6 / Avg: 132.44 / Max: 150.8Min: 49.3 / Avg: 113.36 / Max: 139.4Min: 43.2 / Avg: 119.3 / Max: 162.2Min: 49.6 / Avg: 139.67 / Max: 192.8Min: 43.7 / Avg: 111.03 / Max: 156.9Min: 115.9 / Avg: 150.6 / Max: 185.3Min: 52.6 / Avg: 141.73 / Max: 186.7Min: 136 / Avg: 198.3 / Max: 260.6Min: 54.7 / Avg: 99.5 / Max: 144.3

clpeak

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host110220330440550SE +/- 0.95, N = 3SE +/- 0.02, N = 3SE +/- 0.22, N = 3SE +/- 0.05, N = 3SE +/- 0.68, N = 3SE +/- 0.19, N = 3SE +/- 2.69, N = 3SE +/- 0.37, N = 3SE +/- 0.48, N = 3SE +/- 1.70, N = 3SE +/- 0.01, N = 31451961972223292763653685055254021. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host90180270360450Min: 143.59 / Avg: 145.49 / Max: 146.46Min: 196.27 / Avg: 196.3 / Max: 196.32Min: 196.62 / Avg: 197.05 / Max: 197.27Min: 221.94 / Avg: 222.03 / Max: 222.08Min: 328.16 / Avg: 329.02 / Max: 330.37Min: 275.65 / Avg: 275.99 / Max: 276.3Min: 359.25 / Avg: 364.64 / Max: 367.34Min: 367.26 / Avg: 367.64 / Max: 368.37Min: 504.5 / Avg: 505.01 / Max: 505.96Min: 522.05 / Avg: 525.42 / Max: 527.52Min: 401.65 / Avg: 401.66 / Max: 401.671. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host4K8K12K16K20KSE +/- 3.56, N = 3SE +/- 393.27, N = 3SE +/- 14.43, N = 3SE +/- 396.02, N = 3SE +/- 782.31, N = 3SE +/- 657.16, N = 3SE +/- 495.99, N = 3SE +/- 732.21, N = 3SE +/- 1065.18, N = 3SE +/- 688.69, N = 3SE +/- 54.13, N = 124239587867767934108536630796810270153521638653551. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host3K6K9K12K15KMin: 4232.57 / Avg: 4239.17 / Max: 4244.77Min: 5091.74 / Avg: 5878.26 / Max: 6276.36Min: 6747.48 / Avg: 6776.31 / Max: 6791.94Min: 7141.47 / Avg: 7933.51 / Max: 8329.77Min: 9288.09 / Avg: 10852.7 / Max: 11635.67Min: 5316.4 / Avg: 6630.38 / Max: 7313.07Min: 6980.09 / Avg: 7968.07 / Max: 8539.2Min: 8806.31 / Avg: 10270.06 / Max: 11040.34Min: 13222.02 / Avg: 15351.89 / Max: 16456.4Min: 15021.53 / Avg: 16386.43 / Max: 17229.12Min: 5189.08 / Avg: 5354.85 / Max: 5783.81. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host7001400210028003500SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.60, N = 3SE +/- 0.72, N = 3SE +/- 0.98, N = 3SE +/- 1.25, N = 3SE +/- 1.29, N = 3SE +/- 4.51, N = 315122424229741523126634351954030631. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host5001000150020002500Min: 150.56 / Avg: 150.64 / Max: 150.74Min: 223.25 / Avg: 223.76 / Max: 224.03Min: 241.36 / Avg: 241.64 / Max: 242.12Min: 297.37 / Avg: 297.4 / Max: 297.42Min: 414.58 / Avg: 414.85 / Max: 415.04Min: 229.66 / Avg: 230.86 / Max: 231.47Min: 265.58 / Avg: 266.33 / Max: 267.77Min: 341.37 / Avg: 342.53 / Max: 344.48Min: 516.26 / Avg: 518.58 / Max: 520.56Min: 537.59 / Avg: 539.61 / Max: 542.01Min: 3057.85 / Avg: 3062.54 / Max: 3071.571. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host3K6K9K12K15KSE +/- 38.63, N = 3SE +/- 21.00, N = 3SE +/- 6.17, N = 3SE +/- 25.25, N = 3SE +/- 76.28, N = 3SE +/- 444.77, N = 3SE +/- 498.12, N = 3SE +/- 679.58, N = 3SE +/- 517.75, N = 3SE +/- 1004.15, N = 3SE +/- 10.69, N = 312521681206823983263670577809952149061484819731. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host3K6K9K12K15KMin: 1174.97 / Avg: 1252.22 / Max: 1291.03Min: 1641.76 / Avg: 1680.93 / Max: 1713.66Min: 2055.54 / Avg: 2067.8 / Max: 2075.12Min: 2351.95 / Avg: 2398.48 / Max: 2438.72Min: 3114.34 / Avg: 3263.29 / Max: 3366.29Min: 5815.24 / Avg: 6704.55 / Max: 7166.29Min: 6785.83 / Avg: 7780.45 / Max: 8326.84Min: 8593.77 / Avg: 9951.71 / Max: 10680.62Min: 13870.49 / Avg: 14905.92 / Max: 15434.02Min: 12874.24 / Avg: 14847.83 / Max: 16156.55Min: 1953.11 / Avg: 1973.41 / Max: 1989.391. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host3691215SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 1212.5412.6012.5512.5912.5712.6012.4812.5212.5912.585.731. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host48121620Min: 12.47 / Avg: 12.54 / Max: 12.6Min: 12.54 / Avg: 12.6 / Max: 12.63Min: 12.54 / Avg: 12.55 / Max: 12.56Min: 12.57 / Avg: 12.59 / Max: 12.61Min: 12.55 / Avg: 12.57 / Max: 12.58Min: 12.59 / Avg: 12.6 / Max: 12.61Min: 12.45 / Avg: 12.48 / Max: 12.49Min: 12.47 / Avg: 12.52 / Max: 12.55Min: 12.58 / Avg: 12.59 / Max: 12.61Min: 12.55 / Avg: 12.58 / Max: 12.6Min: 5.41 / Avg: 5.73 / Max: 6.041. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host3691215SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 1211.1511.3311.1511.3411.2911.2911.2511.1311.2911.166.001. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host3691215Min: 11.01 / Avg: 11.15 / Max: 11.31Min: 11.32 / Avg: 11.33 / Max: 11.34Min: 11.06 / Avg: 11.15 / Max: 11.24Min: 11.29 / Avg: 11.34 / Max: 11.37Min: 11.27 / Avg: 11.29 / Max: 11.31Min: 11.24 / Avg: 11.29 / Max: 11.34Min: 11.18 / Avg: 11.25 / Max: 11.32Min: 11.03 / Avg: 11.13 / Max: 11.31Min: 11.27 / Avg: 11.29 / Max: 11.31Min: 11.04 / Avg: 11.16 / Max: 11.24Min: 5.56 / Avg: 6 / Max: 6.351. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host246810SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 123.783.643.923.773.993.653.643.653.833.856.091. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host246810Min: 3.72 / Avg: 3.78 / Max: 3.9Min: 3.56 / Avg: 3.64 / Max: 3.72Min: 3.75 / Avg: 3.92 / Max: 4.2Min: 3.71 / Avg: 3.77 / Max: 3.8Min: 3.94 / Avg: 3.99 / Max: 4.05Min: 3.52 / Avg: 3.65 / Max: 3.74Min: 3.64 / Avg: 3.64 / Max: 3.64Min: 3.58 / Avg: 3.65 / Max: 3.72Min: 3.77 / Avg: 3.83 / Max: 3.88Min: 3.66 / Avg: 3.85 / Max: 3.99Min: 5.78 / Avg: 6.09 / Max: 6.421. (CXX) g++ options: -O3 -rdynamic -lOpenCL

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX4K8K12K16K20KSE +/- 4.35, N = 3SE +/- 23.18, N = 3SE +/- 1.25, N = 3SE +/- 38.59, N = 3SE +/- 27.16, N = 3SE +/- 38.15, N = 3SE +/- 45.89, N = 3SE +/- 58.57, N = 3SE +/- 89.12, N = 3SE +/- 91.92, N = 3479471017709940013238734085291098216580173321. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX3K6K9K12K15KMin: 4789.76 / Avg: 4794.41 / Max: 4803.11Min: 7059.2 / Avg: 7101.2 / Max: 7139.19Min: 7707.02 / Avg: 7709.1 / Max: 7711.34Min: 9358.21 / Avg: 9399.5 / Max: 9476.62Min: 13209.2 / Avg: 13237.6 / Max: 13291.9Min: 7301.84 / Avg: 7340.04 / Max: 7416.33Min: 8482.7 / Avg: 8528.62 / Max: 8620.4Min: 10923.4 / Avg: 10981.97 / Max: 11099.1Min: 16488.7 / Avg: 16579.67 / Max: 16757.9Min: 17240.2 / Avg: 17332.17 / Max: 175161. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Max SP FlopsGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2040608010041.9452.0264.2262.6367.0752.7657.9464.7278.7779.72

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1428425670Min: 39 / Avg: 50.55 / Max: 56Min: 54 / Avg: 60.68 / Max: 66Min: 42 / Avg: 44.91 / Max: 50Min: 49 / Avg: 62.72 / Max: 68Min: 49 / Avg: 66.58 / Max: 73Min: 50 / Avg: 54.74 / Max: 63Min: 47 / Avg: 54.47 / Max: 62Min: 49 / Avg: 66.07 / Max: 74Min: 45 / Avg: 61.74 / Max: 69Min: 52 / Avg: 62.85 / Max: 70

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 43 / Avg: 114.31 / Max: 162.2Min: 55.9 / Avg: 136.52 / Max: 200.6Min: 48.3 / Avg: 120.03 / Max: 172.9Min: 50.6 / Avg: 150.09 / Max: 250.1Min: 49.4 / Avg: 197.37 / Max: 320.7Min: 44.4 / Avg: 139.12 / Max: 218.8Min: 44.9 / Avg: 147.19 / Max: 246Min: 48.8 / Avg: 169.69 / Max: 284.4Min: 47.8 / Avg: 210.47 / Max: 341.8Min: 50.4 / Avg: 217.41 / Max: 351.9

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX30060090012001500SE +/- 1.03, N = 3SE +/- 0.82, N = 3SE +/- 0.80, N = 3SE +/- 0.28, N = 3SE +/- 1.91, N = 3SE +/- 0.24, N = 3SE +/- 1.24, N = 3SE +/- 2.94, N = 3SE +/- 1.02, N = 3SE +/- 3.52, N = 3411447433527596102410771121117311581. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2004006008001000Min: 410.11 / Avg: 411.15 / Max: 413.22Min: 445.5 / Avg: 447.09 / Max: 448.19Min: 431.53 / Avg: 433.09 / Max: 434.17Min: 526.71 / Avg: 527.14 / Max: 527.67Min: 592.44 / Avg: 596.16 / Max: 598.8Min: 1023.47 / Avg: 1023.82 / Max: 1024.27Min: 1074.61 / Avg: 1076.98 / Max: 1078.78Min: 1115.71 / Avg: 1121.4 / Max: 1125.5Min: 1171.44 / Avg: 1172.57 / Max: 1174.6Min: 1151.93 / Avg: 1158.19 / Max: 1164.111. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s Per Watt, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: Texture Read BandwidthGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2468103.903.423.543.913.306.436.885.974.984.73

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1326395265Min: 46 / Avg: 48.5 / Max: 49Min: 57 / Avg: 57.33 / Max: 58Min: 42 / Avg: 42.6 / Max: 43Min: 54 / Avg: 55.54 / Max: 57Min: 56 / Avg: 59.67 / Max: 61Min: 48 / Avg: 54.5 / Max: 56Min: 52 / Avg: 54.2 / Max: 56Min: 57 / Avg: 63.86 / Max: 67Min: 59 / Avg: 62 / Max: 65Min: 55 / Avg: 63.4 / Max: 66

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 42.1 / Avg: 105.4 / Max: 135.1Min: 43.3 / Avg: 130.75 / Max: 158.9Min: 48.4 / Avg: 122.39 / Max: 144.2Min: 43.4 / Avg: 134.92 / Max: 163.8Min: 53.7 / Avg: 180.42 / Max: 218.2Min: 148.5 / Avg: 159.28 / Max: 177.5Min: 52.2 / Avg: 156.43 / Max: 195Min: 169.9 / Avg: 187.73 / Max: 213.5Min: 49 / Avg: 235.34 / Max: 283.1Min: 49.4 / Avg: 244.67 / Max: 287.4

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX30060090012001500SE +/- 2.45, N = 3SE +/- 8.74, N = 3SE +/- 1.30, N = 3SE +/- 1.43, N = 3SE +/- 2.56, N = 3SE +/- 10.50, N = 3SE +/- 46.80, N = 3SE +/- 6.71, N = 3SE +/- 11.70, N = 3SE +/- 2.67, N = 32974535015759728039881083144515531. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX30060090012001500Min: 291.88 / Avg: 296.79 / Max: 299.31Min: 443.6 / Avg: 453.16 / Max: 470.62Min: 498.13 / Avg: 500.59 / Max: 502.57Min: 572.34 / Avg: 574.51 / Max: 577.21Min: 968.63 / Avg: 972.1 / Max: 977.1Min: 782.66 / Avg: 802.85 / Max: 817.98Min: 936.99 / Avg: 988.41 / Max: 1081.85Min: 1069.68 / Avg: 1083.05 / Max: 1090.83Min: 1431.39 / Avg: 1444.87 / Max: 1468.18Min: 1548.6 / Avg: 1552.67 / Max: 1557.71. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.40, N = 3SE +/- 0.35, N = 37.2810.4711.6314.1919.6815.8718.4223.7435.1336.281. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: MD5 HashGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX816243240Min: 7.28 / Avg: 7.28 / Max: 7.28Min: 10.47 / Avg: 10.47 / Max: 10.47Min: 11.63 / Avg: 11.63 / Max: 11.63Min: 14.15 / Avg: 14.19 / Max: 14.22Min: 19.56 / Avg: 19.68 / Max: 19.78Min: 15.86 / Avg: 15.87 / Max: 15.88Min: 18.41 / Avg: 18.42 / Max: 18.43Min: 23.74 / Avg: 23.74 / Max: 23.75Min: 34.34 / Avg: 35.13 / Max: 35.58Min: 35.77 / Avg: 36.28 / Max: 36.951. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX3691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 311.9312.1912.1912.3012.5112.4312.5712.5712.6812.681. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: TriadGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX48121620Min: 11.92 / Avg: 11.93 / Max: 11.95Min: 12.19 / Avg: 12.19 / Max: 12.19Min: 12.19 / Avg: 12.19 / Max: 12.2Min: 12.29 / Avg: 12.3 / Max: 12.3Min: 12.51 / Avg: 12.51 / Max: 12.51Min: 12.43 / Avg: 12.43 / Max: 12.44Min: 12.56 / Avg: 12.57 / Max: 12.58Min: 12.56 / Avg: 12.57 / Max: 12.57Min: 12.68 / Avg: 12.68 / Max: 12.69Min: 12.68 / Avg: 12.68 / Max: 12.691. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

JuliaGPU

JuliaGPU is an OpenCL benchmark with this version containing various PTS-specific enhancements. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX70M140M210M280M350MSE +/- 513835.53, N = 3SE +/- 621591.58, N = 3SE +/- 297139.02, N = 3SE +/- 121634.53, N = 3SE +/- 720633.38, N = 3SE +/- 815068.63, N = 3SE +/- 333271.02, N = 3SE +/- 1536969.33, N = 3SE +/- 1417039.09, N = 3SE +/- 908628.37, N = 31837826262181720622215480162391313242651628752516119892656820462788292383009222413036654471. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50M100M150M200M250MMin: 182818085.8 / Avg: 183782626.17 / Max: 184572023.8Min: 217003046.5 / Avg: 218172062.43 / Max: 219122875.7Min: 220996207.2 / Avg: 221548015.6 / Max: 222014983.7Min: 238908355.7 / Avg: 239131324.27 / Max: 239327062Min: 263757984.9 / Avg: 265162874.6 / Max: 266143978.9Min: 250000827.1 / Avg: 251611988.57 / Max: 252632347.5Min: 265132379.1 / Avg: 265682046.23 / Max: 266283389Min: 276811943.5 / Avg: 278829237.77 / Max: 281846545.4Min: 298088601.7 / Avg: 300922240.8 / Max: 302382263.1Min: 301940481.9 / Avg: 303665447.4 / Max: 305023093.81. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX500K1000K1500K2000K2500K1629857186759219802291882924166611922360542279065207000220429212042478

OpenBenchmarking.orgCelsius, Fewer Is BetterJuliaGPU 1.2pts1GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1122334455Min: 46 / Avg: 47.2 / Max: 49Min: 53 / Avg: 54.4 / Max: 56Min: 38 / Avg: 40.6 / Max: 42Min: 51 / Avg: 52.5 / Max: 54Min: 52 / Avg: 54.6 / Max: 57Min: 43 / Avg: 47.5 / Max: 50Min: 46 / Avg: 47 / Max: 48Min: 53 / Avg: 54.5 / Max: 56Min: 48 / Avg: 51.25 / Max: 53Min: 49 / Avg: 52.5 / Max: 54

OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX4080120160200Min: 57.5 / Avg: 112.76 / Max: 128.1Min: 42.3 / Avg: 116.82 / Max: 147.4Min: 47.7 / Avg: 111.88 / Max: 128.2Min: 42.3 / Avg: 127 / Max: 157.8Min: 67.7 / Avg: 159.15 / Max: 189.8Min: 43.5 / Avg: 112.53 / Max: 153.7Min: 52.9 / Avg: 116.58 / Max: 157.4Min: 46.4 / Avg: 134.7 / Max: 169Min: 99.5 / Avg: 147.3 / Max: 199.5Min: 51.3 / Avg: 148.68 / Max: 204

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes the OpenCL and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL MyocyteGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX918273645SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 335.5435.4439.6435.6636.3131.9832.7132.4731.9632.721. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL MyocyteGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX816243240Min: 35.41 / Avg: 35.54 / Max: 35.66Min: 35.36 / Avg: 35.44 / Max: 35.54Min: 39.57 / Avg: 39.64 / Max: 39.68Min: 35.37 / Avg: 35.66 / Max: 36.02Min: 36.28 / Avg: 36.31 / Max: 36.35Min: 31.87 / Avg: 31.98 / Max: 32.07Min: 32.66 / Avg: 32.71 / Max: 32.78Min: 32.32 / Avg: 32.47 / Max: 32.54Min: 31.84 / Avg: 31.96 / Max: 32.09Min: 32.52 / Avg: 32.72 / Max: 33.11. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgCelsius, Fewer Is BetterRodinia 2.4GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1122334455Min: 43 / Avg: 44.4 / Max: 46Min: 51 / Avg: 52.25 / Max: 54Min: 40 / Avg: 40.18 / Max: 41Min: 50 / Avg: 50 / Max: 50Min: 54 / Avg: 55.14 / Max: 56Min: 47 / Avg: 47.53 / Max: 48Min: 45 / Avg: 46.16 / Max: 47Min: 55 / Avg: 56.89 / Max: 58Min: 50 / Avg: 51.68 / Max: 52Min: 52 / Avg: 53 / Max: 54

OpenBenchmarking.orgWatts, Fewer Is BetterRodinia 2.4System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX306090120150Min: 71.2 / Avg: 95.18 / Max: 97.9Min: 83.2 / Avg: 107.83 / Max: 109.9Min: 79.3 / Avg: 102.88 / Max: 104.5Min: 89.5 / Avg: 112.44 / Max: 114Min: 139.3 / Avg: 143.18 / Max: 143.6Min: 71.3 / Avg: 117.74 / Max: 121Min: 77.4 / Avg: 121.31 / Max: 124.3Min: 86.1 / Avg: 134.67 / Max: 138.4Min: 94.7 / Avg: 156.48 / Max: 163Min: 103.8 / Avg: 163.73 / Max: 168.8

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host3691215SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 312.008.257.856.504.968.807.886.284.364.395.011. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTXp100-host3691215Min: 11.92 / Avg: 12 / Max: 12.13Min: 8.22 / Avg: 8.25 / Max: 8.26Min: 7.83 / Avg: 7.85 / Max: 7.88Min: 6.44 / Avg: 6.5 / Max: 6.63Min: 4.92 / Avg: 4.96 / Max: 5.01Min: 8.74 / Avg: 8.8 / Max: 8.88Min: 7.77 / Avg: 7.88 / Max: 7.99Min: 6.19 / Avg: 6.28 / Max: 6.39Min: 4.31 / Avg: 4.36 / Max: 4.43Min: 4.3 / Avg: 4.39 / Max: 4.55Min: 4.98 / Avg: 5.01 / Max: 5.081. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgCelsius, Fewer Is BetterRodinia 2.4GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1224364860Min: 46 / Avg: 49.29 / Max: 53Min: 53 / Avg: 56.4 / Max: 60Min: 38 / Avg: 42.67 / Max: 45Min: 47 / Avg: 53 / Max: 57Min: 51 / Avg: 54.67 / Max: 58Min: 43 / Avg: 48.8 / Max: 51Min: 44 / Avg: 47.5 / Max: 49Min: 57 / Avg: 58.75 / Max: 61Min: 52 / Avg: 52.67 / Max: 54Min: 53 / Avg: 54.33 / Max: 55

OpenBenchmarking.orgWatts, Fewer Is BetterRodinia 2.4System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 104.4 / Avg: 137.7 / Max: 148Min: 42.6 / Avg: 133.12 / Max: 175.4Min: 138.9 / Avg: 142.32 / Max: 143.8Min: 43.1 / Avg: 152.7 / Max: 204.6Min: 251.2 / Avg: 257.17 / Max: 262.8Min: 43.8 / Avg: 118.92 / Max: 153.5Min: 44.9 / Avg: 133.58 / Max: 161.9Min: 47.2 / Avg: 145.53 / Max: 181.5Min: 48.3 / Avg: 118.57 / Max: 153.7Min: 51.8 / Avg: 158.3 / Max: 240.2

Meta Performance Per Watt

OpenBenchmarking.orgPerformance Per Watt, More Is BetterMeta Performance Per WattPerformance Per WattGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX2004006008001000416.98479.38557.72541.32583.35735.65740.20786.04839.87854.04

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1632486480Min: 32 / Avg: 61.66 / Max: 76Min: 38 / Avg: 45.88 / Max: 53Min: 31 / Avg: 60.14 / Max: 74Min: 39 / Avg: 66.36 / Max: 82Min: 37 / Avg: 55.81 / Max: 70Min: 32 / Avg: 56.83 / Max: 74Min: 48 / Avg: 67.06 / Max: 83Min: 43 / Avg: 61.88 / Max: 77Min: 33 / Avg: 62.56 / Max: 79

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 1070GTX 1070 TiGTX 1080GTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX70140210280350Min: 42.3 / Avg: 142.19 / Max: 280.5Min: 47.2 / Avg: 123.43 / Max: 255.8Min: 40.2 / Avg: 143.79 / Max: 318.2Min: 47.2 / Avg: 198.85 / Max: 370.3Min: 42.5 / Avg: 144.37 / Max: 300.1Min: 43.9 / Avg: 160.13 / Max: 317.6Min: 46 / Avg: 176.62 / Max: 334.5Min: 47.2 / Avg: 220.83 / Max: 367.7Min: 49.4 / Avg: 228.34 / Max: 363.1

OctaneBench

OctaneBench is a test of the OctaneRender on the GPU and requires the use of NVIDIA CUDA. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterOctaneBench 4.00Total ScoreGTX 1060GTX 1070GTX 1070 TiGTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX7014021028035091.54133.00141.00211.00164.00204.00218.00304.00319.00

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreGTX 1060GTX 1070GTX 1070 TiGTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX0.2520.5040.7561.0081.260.780.881.120.930.920.980.960.991.02

OpenBenchmarking.orgCelsius, Fewer Is BetterOctaneBench 4.00GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1530456075Min: 45 / Avg: 57.32 / Max: 60Min: 54 / Avg: 67.7 / Max: 71Min: 40 / Avg: 48.77 / Max: 50Min: 58 / Avg: 72.86 / Max: 75Min: 44 / Avg: 65.39 / Max: 70Min: 44 / Avg: 69.09 / Max: 74Min: 55 / Avg: 77.23 / Max: 81Min: 48 / Avg: 72.21 / Max: 76Min: 49 / Avg: 73.57 / Max: 78

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 4.00System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 43.6 / Avg: 116.96 / Max: 132.2Min: 82.8 / Avg: 151.39 / Max: 179.2Min: 101.9 / Avg: 126.5 / Max: 138.6Min: 121.5 / Avg: 228.13 / Max: 255.9Min: 44.5 / Avg: 179.11 / Max: 208.8Min: 45.3 / Avg: 207.59 / Max: 236.4Min: 46.8 / Avg: 227.19 / Max: 265.6Min: 48.1 / Avg: 306.05 / Max: 333.8Min: 50.9 / Avg: 313.74 / Max: 347

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterChaos Group V-RAY 1.1.0Mode: CUDA GPUGTX 1060GTX 1070GTX 1070 TiGTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX306090120150SE +/- 0.04, N = 3SE +/- 2.94, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 3.00, N = 3129.6693.6686.7166.5693.3166.3972.7453.0453.51
OpenBenchmarking.orgSeconds, Fewer Is BetterChaos Group V-RAY 1.1.0Mode: CUDA GPUGTX 1060GTX 1070GTX 1070 TiGTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX20406080100Min: 129.58 / Avg: 129.66 / Max: 129.72Min: 90.61 / Avg: 93.66 / Max: 99.53Min: 86.69 / Avg: 86.71 / Max: 86.74Min: 66.51 / Avg: 66.56 / Max: 66.6Min: 93.24 / Avg: 93.31 / Max: 93.38Min: 66.37 / Avg: 66.39 / Max: 66.42Min: 72.73 / Avg: 72.74 / Max: 72.76Min: 53 / Avg: 53.04 / Max: 53.1Min: 50.49 / Avg: 53.51 / Max: 59.51

OpenBenchmarking.orgCelsius, Fewer Is BetterChaos Group V-RAY 1.1.0GPU Temperature MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX1428425670Min: 50 / Avg: 58.41 / Max: 60Min: 58 / Avg: 66.75 / Max: 70Min: 44 / Avg: 48.38 / Max: 50Min: 63 / Avg: 70.44 / Max: 73Min: 55 / Avg: 62.31 / Max: 64Min: 58 / Avg: 65.11 / Max: 67Min: 64 / Avg: 72.3 / Max: 75Min: 63 / Avg: 68.72 / Max: 70Min: 61 / Avg: 68.6 / Max: 71

OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 1.1.0System Power Consumption MonitorGTX 1060GTX 1070GTX 1070 TiGTX 1080 TiRTX 2060RTX 2070RTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 43.2 / Avg: 121.48 / Max: 125.9Min: 44.7 / Avg: 152.69 / Max: 164.2Min: 48.1 / Avg: 131.12 / Max: 137.1Min: 51.6 / Avg: 222.32 / Max: 232.4Min: 51.4 / Avg: 157.72 / Max: 163.6Min: 47.1 / Avg: 187.28 / Max: 203.3Min: 56.9 / Avg: 193.17 / Max: 205.2Min: 77.8 / Avg: 258.11 / Max: 278.4Min: 56.9 / Avg: 255.3 / Max: 301.4

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Boat - Acceleration: OpenCLp100-host0.70881.41762.12642.83523.544SE +/- 0.02, N = 33.15

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Masskrug - Acceleration: OpenCLp100-host246810SE +/- 0.08, N = 37.94

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Room - Acceleration: OpenCLp100-host0.3330.6660.9991.3321.665SE +/- 0.02, N = 31.48

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Rack - Acceleration: OpenCLp100-host0.04950.0990.14850.1980.2475SE +/- 0.00, N = 120.22

121 Results Shown

LeelaChessZero
LeelaChessZero:
  OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  Yes - Inference - Mobilenet - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  Yes - Inference - Inception V3 - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  Yes - Inference - ResNet 50 - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  Yes - Inference - VGG16 - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Training - Mobilenet - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Training - IMDB LSTM - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Inference - Mobilenet - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Inference - Inception V3 - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Inference - ResNet 50 - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Inference - IMDB LSTM - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
PlaidML
PlaidML:
  No - Inference - VGG16 - OpenCL
  GPU Temp Monitor
  System Power Consumption Monitor
NAMD CUDA
NAMD CUDA:
  GPU Temp Monitor
  System Power Consumption Monitor
Darktable:
  Boat - OpenCL
  Masskrug - OpenCL
  Server Room - OpenCL
  Server Rack - OpenCL
LuxMark
LuxMark:
  GPU - Luxball HDR
  GPU Temp Monitor
  System Power Consumption Monitor
LuxMark
LuxMark:
  GPU - Microphone
  GPU Temp Monitor
  System Power Consumption Monitor
LuxMark
LuxMark:
  GPU - Hotel
  GPU Temp Monitor
  System Power Consumption Monitor
cl-mem
cl-mem:
  Read
  GPU Temp Monitor
  System Power Consumption Monitor
cl-mem
cl-mem:
  Write
  GPU Temp Monitor
  System Power Consumption Monitor
cl-mem
cl-mem:
  Copy
  GPU Temp Monitor
  System Power Consumption Monitor
clpeak:
  Global Memory Bandwidth
  Single-Precision Float
  Double-Precision Double
  Integer Compute INT
  Transfer Bandwidth enqueueWriteBuffer
  Transfer Bandwidth enqueueReadBuffer
  Kernel Latency
SHOC Scalable HeterOgeneous Computing
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Max SP Flops
  GPU Temp Monitor
  System Power Consumption Monitor
SHOC Scalable HeterOgeneous Computing
SHOC Scalable HeterOgeneous Computing:
  OpenCL - Texture Read Bandwidth
  GPU Temp Monitor
  System Power Consumption Monitor
SHOC Scalable HeterOgeneous Computing:
  OpenCL - FFT SP
  OpenCL - MD5 Hash
  OpenCL - Triad
JuliaGPU
JuliaGPU:
  GPU
  GPU Temp Monitor
  System Power Consumption Monitor
Rodinia
Rodinia:
  GPU Temp Monitor
  System Power Consumption Monitor
Rodinia
Rodinia:
  GPU Temp Monitor
  System Power Consumption Monitor
  Performance Per Watt
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring
OctaneBench
OctaneBench:
  Total Score
  GPU Temp Monitor
  System Power Consumption Monitor
Chaos Group V-RAY
Chaos Group V-RAY:
  GPU Temp Monitor
  System Power Consumption Monitor
Darktable:
  Boat - OpenCL
  Masskrug - OpenCL
  Server Room - OpenCL
  Server Rack - OpenCL