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: OpenCLTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080GTX 1080RTX 2070RTX 2060GTX 1070 TiGTX 1070p100-hostGTX 10607001400210028003500SE +/- 28.14, N = 3SE +/- 20.98, N = 3SE +/- 25.14, N = 3SE +/- 22.18, N = 3SE +/- 32.06, N = 3SE +/- 20.57, N = 3SE +/- 13.06, N = 3SE +/- 13.26, N = 3SE +/- 9.63, N = 3SE +/- 15.69, N = 4SE +/- 6.27, N = 33275310723332259175017291484147814301058899-lOpenCL -lz1. (CXX) g++ options: -lpthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080GTX 1080RTX 2070RTX 2060GTX 1070 TiGTX 1070p100-hostGTX 10606001200180024003000Min: 3232.74 / Avg: 3275.46 / Max: 3328.55Min: 3066.49 / Avg: 3106.95 / Max: 3136.83Min: 2285.91 / Avg: 2332.72 / Max: 2372.04Min: 2235.88 / Avg: 2258.99 / Max: 2303.34Min: 1686.07 / Avg: 1749.9 / Max: 1787.12Min: 1689.75 / Avg: 1729.48 / Max: 1758.6Min: 1463.59 / Avg: 1484.44 / Max: 1508.5Min: 1451.36 / Avg: 1477.54 / Max: 1494.31Min: 1412.22 / Avg: 1430.05 / Max: 1445.29Min: 1019.22 / Avg: 1057.56 / Max: 1096.09Min: 888.27 / Avg: 898.96 / Max: 909.991. (CXX) g++ options: -lpthread

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.20.1Backend: OpenCLTITAN RTXRTX 2080 TiGTX 1080RTX 2080GTX 1070 TiRTX 2070GTX 1080 TiGTX 1070RTX 2060GTX 106051015202522.1115.1011.8110.139.459.278.807.777.575.97

OpenBenchmarking.orgCelsius, Fewer Is BetterLeelaChessZero 0.20.1GPU Temperature MonitorTITAN RTXGTX 1080RTX 2070GTX 1070GTX 1070 TiRTX 2060GTX 1080 TiGTX 1060RTX 2080 TiRTX 20801428425670Min: 34 / Avg: 36.91 / Max: 47Min: 32 / Avg: 40.8 / Max: 58Min: 33 / Avg: 44.86 / Max: 52Min: 35 / Avg: 46.2 / Max: 55Min: 46 / Avg: 50.13 / Max: 53Min: 39 / Avg: 50.33 / Max: 58Min: 41 / Avg: 51.43 / Max: 61Min: 38 / Avg: 51.69 / Max: 59Min: 50 / Avg: 55.6 / Max: 60Min: 57 / Avg: 66.29 / Max: 73

OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.20.1System Power Consumption MonitorGTX 1080TITAN RTXGTX 1060GTX 1070 TiGTX 1070RTX 2070RTX 2060RTX 2080 TiRTX 2080GTX 1080 Ti60120180240300Min: 40.2 / Avg: 148.14 / Max: 249.5Min: 97.7 / Avg: 148.16 / Max: 357.7Min: 41.9 / Avg: 150.59 / Max: 180Min: 80 / Avg: 156.39 / Max: 189.7Min: 42.6 / Avg: 184.04 / Max: 213.3Min: 75.1 / Avg: 186.61 / Max: 251.7Min: 69.4 / Avg: 196.01 / Max: 230Min: 48.2 / Avg: 205.76 / Max: 349.4Min: 88.3 / Avg: 222.99 / Max: 288.3Min: 96.9 / Avg: 265.17 / Max: 323.1

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: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070GTX 1070 TiGTX 10602004006008001000SE +/- 3.45, N = 3SE +/- 2.70, N = 3SE +/- 1.63, N = 3SE +/- 1.07, N = 3SE +/- 1.27, N = 3SE +/- 3.70, N = 3SE +/- 5.02, N = 3SE +/- 4.06, N = 3SE +/- 3.15, N = 3SE +/- 0.87, N = 3977971893830779774686664645552
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070GTX 1070 TiGTX 10602004006008001000Min: 971.07 / Avg: 976.99 / Max: 983.03Min: 965.79 / Avg: 971.16 / Max: 974.38Min: 890.4 / Avg: 893.16 / Max: 896.06Min: 828.43 / Avg: 830.48 / Max: 832.07Min: 777.01 / Avg: 779.22 / Max: 781.41Min: 767.34 / Avg: 774.41 / Max: 779.85Min: 675.83 / Avg: 685.87 / Max: 691.24Min: 656.32 / Avg: 664.31 / Max: 669.55Min: 641.13 / Avg: 645.34 / Max: 651.5Min: 550.45 / Avg: 552.08 / Max: 553.4

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2080 TiRTX 2070TITAN RTXGTX 1080GTX 1070RTX 2080GTX 1070 TiRTX 2060GTX 1080 TiGTX 1060369121510.288.878.827.347.226.826.576.415.195.12

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorTITAN RTXRTX 2070GTX 1070 TiRTX 2060GTX 1070GTX 1080GTX 1060RTX 2080 TiGTX 1080 TiRTX 20801224364860Min: 41 / Avg: 41.5 / Max: 42Min: 45 / Avg: 46.75 / Max: 48Min: 46 / Avg: 47 / Max: 48Min: 46 / Avg: 47.75 / Max: 50Min: 47 / Avg: 49.5 / Max: 51Min: 47 / Avg: 49.75 / Max: 51Min: 49 / Avg: 50 / Max: 51Min: 52 / Avg: 52.5 / Max: 53Min: 56 / Avg: 56.67 / Max: 57Min: 61 / Avg: 61.67 / Max: 62

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1070GTX 1080RTX 2070RTX 2080 TiGTX 1070 TiGTX 1060TITAN RTXRTX 2060RTX 2080GTX 1080 Ti4080120160200Min: 42.8 / Avg: 91.98 / Max: 117.4Min: 43.7 / Avg: 93.48 / Max: 127.3Min: 46 / Avg: 93.68 / Max: 129.3Min: 48.4 / Avg: 94.48 / Max: 113.3Min: 48.7 / Avg: 98.18 / Max: 132.6Min: 42.1 / Avg: 107.84 / Max: 141.6Min: 52.9 / Avg: 110.8 / Max: 140.2Min: 45.5 / Avg: 121.65 / Max: 166.1Min: 56.3 / Avg: 130.87 / Max: 184.7Min: 91.6 / Avg: 149.17 / Max: 203.2

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiRTX 2070RTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250SE +/- 1.30, N = 3SE +/- 0.48, N = 3SE +/- 0.40, N = 3SE +/- 0.58, N = 3SE +/- 0.18, N = 3SE +/- 0.44, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3215.00211.00168.00167.00157.00134.00132.00120.00117.0088.85
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiRTX 2070RTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 10604080120160200Min: 213.66 / Avg: 215.41 / Max: 217.95Min: 210.59 / Avg: 211.32 / Max: 212.24Min: 167.9 / Avg: 168.35 / Max: 169.14Min: 165.9 / Avg: 166.71 / Max: 167.85Min: 157.1 / Avg: 157.33 / Max: 157.7Min: 133.38 / Avg: 133.96 / Max: 134.81Min: 131.77 / Avg: 131.91 / Max: 132Min: 119.2 / Avg: 119.54 / Max: 120.14Min: 117.31 / Avg: 117.42 / Max: 117.56Min: 88.76 / Avg: 88.85 / Max: 88.92

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 1070 TiGTX 1080 TiGTX 1080GTX 1070GTX 10600.2880.5760.8641.1521.441.281.121.081.070.920.900.820.780.760.67

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorTITAN RTXGTX 1070 TiRTX 2070RTX 2060GTX 1060RTX 2080 TiGTX 1070GTX 1080GTX 1080 TiRTX 20801326395265Min: 39 / Avg: 44.46 / Max: 52Min: 43 / Avg: 45.94 / Max: 49Min: 42 / Avg: 48.08 / Max: 55Min: 43 / Avg: 49.73 / Max: 56Min: 45 / Avg: 52 / Max: 57Min: 49 / Avg: 52.45 / Max: 57Min: 48 / Avg: 54.81 / Max: 60Min: 51 / Avg: 57.64 / Max: 63Min: 55 / Avg: 59.71 / Max: 66Min: 56 / Avg: 61.08 / Max: 66

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1070 TiGTX 1060RTX 2060RTX 2070GTX 1070RTX 2080GTX 1080TITAN RTXRTX 2080 TiGTX 1080 Ti50100150200250Min: 56.1 / Avg: 132.15 / Max: 155Min: 87.5 / Avg: 132.19 / Max: 156.7Min: 45 / Avg: 144.95 / Max: 190.7Min: 45.8 / Avg: 146.81 / Max: 206.6Min: 81.8 / Avg: 153.87 / Max: 183Min: 47.5 / Avg: 155.97 / Max: 224.6Min: 89.5 / Avg: 168.75 / Max: 202.8Min: 51.5 / Avg: 168.92 / Max: 275.4Min: 48.4 / Avg: 188.73 / Max: 275.6Min: 120.7 / Avg: 202.56 / Max: 256.6

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiRTX 2070RTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 1060100200300400500SE +/- 1.16, N = 3SE +/- 1.03, N = 3SE +/- 0.40, N = 3SE +/- 0.34, N = 3SE +/- 0.76, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.38, N = 3SE +/- 0.17, N = 3474458354334333282264237237183
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiRTX 2070RTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106080160240320400Min: 472.54 / Avg: 474.44 / Max: 476.54Min: 456.67 / Avg: 458.12 / Max: 460.12Min: 353.61 / Avg: 354.02 / Max: 354.83Min: 333.56 / Avg: 334.13 / Max: 334.72Min: 331.75 / Avg: 333.11 / Max: 334.37Min: 281.23 / Avg: 281.69 / Max: 282.14Min: 263.46 / Avg: 263.87 / Max: 264.3Min: 237.19 / Avg: 237.39 / Max: 237.7Min: 236.94 / Avg: 237.38 / Max: 238.13Min: 182.32 / Avg: 182.6 / Max: 182.92

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCLRTX 2080 TiTITAN RTXRTX 2070RTX 2080GTX 1070 TiRTX 2060GTX 1080 TiGTX 1070GTX 1080GTX 10600.66381.32761.99142.65523.3192.952.922.512.392.081.961.781.761.621.49

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1070 TiTITAN RTXRTX 2070RTX 2060GTX 1060RTX 2080 TiGTX 1070GTX 1080GTX 1080 TiRTX 20801326395265Min: 43 / Avg: 45.8 / Max: 48Min: 44 / Avg: 46.33 / Max: 52Min: 46 / Avg: 48.78 / Max: 53Min: 46 / Avg: 50.9 / Max: 56Min: 47 / Avg: 50.92 / Max: 55Min: 49 / Avg: 51.2 / Max: 55Min: 54 / Avg: 57.18 / Max: 61Min: 58 / Avg: 60 / Max: 63Min: 59 / Avg: 61.1 / Max: 64Min: 58 / Avg: 61.6 / Max: 65

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1070 TiGTX 1060RTX 2070GTX 1070RTX 2060RTX 2080RTX 2080 TiGTX 1080TITAN RTXGTX 1080 Ti50100150200250Min: 48.5 / Avg: 113.89 / Max: 160.8Min: 60.4 / Avg: 122.52 / Max: 164.5Min: 78.4 / Avg: 132.98 / Max: 222.4Min: 83.8 / Avg: 134.85 / Max: 189.4Min: 86.5 / Avg: 143.68 / Max: 202.9Min: 47.4 / Avg: 148.19 / Max: 240.2Min: 48.4 / Avg: 155.12 / Max: 292.5Min: 91.6 / Avg: 162.7 / Max: 211.1Min: 52.6 / Avg: 162.76 / Max: 301.7Min: 122.3 / Avg: 187.68 / Max: 270.3

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080RTX 2070RTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300SE +/- 0.43, N = 3SE +/- 0.20, N = 3SE +/- 0.32, N = 3SE +/- 0.32, N = 3SE +/- 0.26, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3264.00250.00194.00192.00179.00148.00139.00128.00126.0094.62
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080RTX 2070RTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250Min: 263.47 / Avg: 264.04 / Max: 264.9Min: 249.48 / Avg: 249.7 / Max: 250.09Min: 194.05 / Avg: 194.4 / Max: 195.04Min: 191.55 / Avg: 192.06 / Max: 192.65Min: 178.77 / Avg: 179.11 / Max: 179.62Min: 147.98 / Avg: 148.21 / Max: 148.51Min: 138.95 / Avg: 139.09 / Max: 139.25Min: 128.34 / Avg: 128.4 / Max: 128.51Min: 126.33 / Avg: 126.49 / Max: 126.72Min: 94.58 / Avg: 94.62 / Max: 94.68

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2070RTX 2080RTX 2060GTX 1080 TiGTX 1070 TiGTX 1070GTX 1080GTX 10600.33750.6751.01251.351.68751.501.381.271.211.081.081.020.920.800.72

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1070 TiTITAN RTXRTX 2070RTX 2060RTX 2080 TiGTX 1060GTX 1070GTX 1080RTX 2080GTX 1080 Ti1326395265Min: 41 / Avg: 45.18 / Max: 50Min: 42 / Avg: 47.33 / Max: 54Min: 42 / Avg: 48.87 / Max: 56Min: 43 / Avg: 50.75 / Max: 59Min: 46 / Avg: 51 / Max: 57Min: 43 / Avg: 51.9 / Max: 59Min: 49 / Avg: 56.06 / Max: 63Min: 52 / Avg: 58.85 / Max: 65Min: 53 / Avg: 59.79 / Max: 68Min: 53 / Avg: 60.07 / Max: 67

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1070 TiGTX 1060GTX 1070RTX 2060RTX 2070RTX 2080GTX 1080TITAN RTXGTX 1080 TiRTX 2080 Ti60120180240300Min: 48.4 / Avg: 125.32 / Max: 169.8Min: 58.2 / Avg: 131.14 / Max: 167.2Min: 43.1 / Avg: 136.92 / Max: 191.2Min: 62.3 / Avg: 137.76 / Max: 208Min: 47.2 / Avg: 141.31 / Max: 234Min: 49.8 / Avg: 158.89 / Max: 252.8Min: 70.3 / Avg: 172.91 / Max: 216.6Min: 58.3 / Avg: 176.01 / Max: 322.5Min: 65.2 / Avg: 179.46 / Max: 287.9Min: 47.7 / Avg: 180.78 / Max: 312

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1070GTX 1080GTX 1070 TiGTX 10604080120160200SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3160.00156.00133.00132.00125.00113.00107.00103.00103.0086.94
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1070GTX 1080GTX 1070 TiGTX 1060306090120150Min: 159.74 / Avg: 160.07 / Max: 160.41Min: 155.76 / Avg: 155.89 / Max: 156.08Min: 132.99 / Avg: 133.25 / Max: 133.68Min: 131.66 / Avg: 131.97 / Max: 132.29Min: 125.21 / Avg: 125.45 / Max: 125.8Min: 112.47 / Avg: 112.61 / Max: 112.83Min: 107.12 / Avg: 107.4 / Max: 107.66Min: 102.56 / Avg: 102.63 / Max: 102.77Min: 102.73 / Avg: 102.78 / Max: 102.84Min: 86.89 / Avg: 86.94 / Max: 86.97

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLRTX 2080 TiRTX 2070GTX 1080 TiGTX 1070 TiRTX 2060RTX 2080TITAN RTXGTX 1060GTX 1070GTX 10800.25430.50860.76291.01721.27151.131.091.031.031.021.010.980.870.850.67

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1070 TiGTX 1060RTX 2070TITAN RTXRTX 2080 TiRTX 2060GTX 1080 TiGTX 1070RTX 2080GTX 10801326395265Min: 38 / Avg: 42.62 / Max: 46Min: 41 / Avg: 47.52 / Max: 54Min: 42 / Avg: 47.65 / Max: 53Min: 43 / Avg: 48.07 / Max: 53Min: 44 / Avg: 48.59 / Max: 53Min: 43 / Avg: 48.84 / Max: 55Min: 44 / Avg: 53.18 / Max: 61Min: 51 / Avg: 56.59 / Max: 60Min: 52 / Avg: 58.56 / Max: 66Min: 60 / Avg: 61.64 / Max: 63

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

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLRTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070GTX 1070 TiGTX 106050100150200250SE +/- 0.72, N = 3SE +/- 0.96, N = 3SE +/- 0.27, N = 3SE +/- 0.82, N = 3SE +/- 0.38, N = 3SE +/- 0.49, N = 3SE +/- 0.60, N = 3SE +/- 0.50, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 3246244216198188187167156153134
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLRTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070GTX 1070 TiGTX 10604080120160200Min: 244.31 / Avg: 245.51 / Max: 246.8Min: 242.37 / Avg: 243.94 / Max: 245.69Min: 215.25 / Avg: 215.62 / Max: 216.16Min: 196.74 / Avg: 198.38 / Max: 199.3Min: 187.38 / Avg: 188.13 / Max: 188.58Min: 186.6 / Avg: 187.44 / Max: 188.3Min: 165.62 / Avg: 166.82 / Max: 167.47Min: 155.61 / Avg: 156.25 / Max: 157.23Min: 153.07 / Avg: 153.11 / Max: 153.17Min: 133.51 / Avg: 133.81 / Max: 134.09

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: IMDB LSTM - Device: OpenCLRTX 2060TITAN RTXRTX 2080RTX 2070RTX 2080 TiGTX 1070 TiGTX 1080 TiGTX 1080GTX 1070GTX 10600.36450.7291.09351.4581.82251.621.601.561.561.541.241.141.141.141.08

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1070 TiRTX 2060RTX 2070GTX 1060RTX 2080 TiTITAN RTXRTX 2080GTX 1070GTX 1080GTX 1080 Ti1224364860Min: 39 / Avg: 42.75 / Max: 45Min: 40 / Avg: 45 / Max: 50Min: 41 / Avg: 45.18 / Max: 49Min: 44 / Avg: 49.23 / Max: 54Min: 52 / Avg: 53.5 / Max: 56Min: 52 / Avg: 53.8 / Max: 56Min: 50 / Avg: 54.64 / Max: 59Min: 51 / Avg: 55.42 / Max: 59Min: 53 / Avg: 57.58 / Max: 61Min: 59 / Avg: 61.75 / Max: 63

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRTX 2060GTX 1070 TiGTX 1060RTX 2070GTX 1070RTX 2080GTX 1080TITAN RTXRTX 2080 TiGTX 1080 Ti4080120160200Min: 44.3 / Avg: 116.14 / Max: 162.7Min: 104.8 / Avg: 123.57 / Max: 135.6Min: 70.1 / Avg: 124.21 / Max: 145Min: 47.1 / Avg: 127.27 / Max: 169.5Min: 82.2 / Avg: 136.83 / Max: 164.9Min: 46.4 / Avg: 138.03 / Max: 185.4Min: 90.8 / Avg: 146.71 / Max: 176.8Min: 57.5 / Avg: 152.07 / Max: 231.9Min: 48.6 / Avg: 159.87 / Max: 223.7Min: 50.4 / Avg: 165.05 / Max: 214.8

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070GTX 1070 TiGTX 106030060090012001500SE +/- 3.01, N = 3SE +/- 1.39, N = 3SE +/- 0.31, N = 3SE +/- 1.43, N = 3SE +/- 4.51, N = 3SE +/- 1.86, N = 3SE +/- 0.61, N = 3SE +/- 1.02, N = 3SE +/- 0.31, N = 3SE +/- 3.04, N = 31336129110451008883863801764755592
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070GTX 1070 TiGTX 10602004006008001000Min: 1329.56 / Avg: 1335.56 / Max: 1338.83Min: 1288.49 / Avg: 1291.1 / Max: 1293.21Min: 1044.43 / Avg: 1045.03 / Max: 1045.41Min: 1005.23 / Avg: 1007.98 / Max: 1010.04Min: 875.86 / Avg: 882.88 / Max: 891.29Min: 859.19 / Avg: 862.88 / Max: 865.16Min: 800.38 / Avg: 801.45 / Max: 802.5Min: 761.81 / Avg: 763.83 / Max: 765.1Min: 754.57 / Avg: 754.92 / Max: 755.54Min: 586.76 / Avg: 592.47 / Max: 597.15

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2080RTX 2060RTX 2070RTX 2080 TiGTX 1070 TiGTX 1060GTX 1070GTX 1080 TiTITAN RTXGTX 1080369121510.679.008.708.458.067.727.127.026.675.42

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorRTX 2060GTX 1060GTX 1070 TiRTX 2070TITAN RTXRTX 2080 TiGTX 1070GTX 1080GTX 1080 TiRTX 20801326395265Min: 39 / Avg: 44.25 / Max: 48Min: 41 / Avg: 45.25 / Max: 47Min: 48 / Avg: 48 / Max: 48Min: 55 / Avg: 55 / Max: 55Min: 55 / Avg: 55 / Max: 55Min: 54 / Avg: 55.67 / Max: 58Min: 59 / Avg: 60.33 / Max: 61Min: 62 / Avg: 62 / Max: 62Min: 63 / Avg: 64 / Max: 65Min: 66 / Avg: 66 / Max: 66

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070 TiRTX 2060RTX 2080GTX 1070RTX 2070GTX 1080 TiGTX 1080RTX 2080 TiTITAN RTX50100150200250Min: 41.8 / Avg: 76.7 / Max: 94.4Min: 49.7 / Avg: 93.67 / Max: 125.7Min: 43.1 / Avg: 95.9 / Max: 118.8Min: 52 / Avg: 97.93 / Max: 121Min: 45.9 / Avg: 107.3 / Max: 155.1Min: 115.1 / Avg: 115.83 / Max: 116.5Min: 53.3 / Avg: 125.73 / Max: 165.2Min: 44.3 / Avg: 147.75 / Max: 195.1Min: 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: OpenCLTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiRTX 2070RTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250SE +/- 0.53, N = 3SE +/- 0.38, N = 3SE +/- 0.13, N = 3SE +/- 0.28, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3229.00225.00172.00167.00156.00133.00133.00118.00116.0086.11
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiRTX 2070RTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 10604080120160200Min: 227.82 / Avg: 228.71 / Max: 229.66Min: 223.99 / Avg: 224.61 / Max: 225.31Min: 171.98 / Avg: 172.21 / Max: 172.43Min: 166.55 / Avg: 166.93 / Max: 167.49Min: 156.39 / Avg: 156.41 / Max: 156.45Min: 133.25 / Avg: 133.38 / Max: 133.48Min: 132.58 / Avg: 132.67 / Max: 132.83Min: 117.21 / Avg: 117.56 / Max: 117.8Min: 115.89 / Avg: 115.99 / Max: 116.12Min: 86.05 / Avg: 86.11 / Max: 86.17

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCLRTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1070 TiGTX 1080 TiGTX 1080GTX 1070GTX 10600.27230.54460.81691.08921.36151.211.191.030.980.840.830.810.790.740.61

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1070 TiRTX 2060GTX 1060RTX 2070RTX 2080 TiTITAN RTXGTX 1070RTX 2080GTX 1080GTX 1080 Ti1326395265Min: 43 / Avg: 47.13 / Max: 50Min: 40 / Avg: 48.69 / Max: 56Min: 44 / Avg: 52.44 / Max: 59Min: 49 / Avg: 54.67 / Max: 60Min: 52 / Avg: 54.78 / Max: 59Min: 51 / Avg: 55.27 / Max: 60Min: 58 / Avg: 61.79 / Max: 65Min: 57 / Avg: 63.18 / Max: 68Min: 58 / Avg: 63.21 / Max: 68Min: 60 / Avg: 64.36 / Max: 69

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1070 TiGTX 1060GTX 1070RTX 2060RTX 2070RTX 2080GTX 1080RTX 2080 TiTITAN RTXGTX 1080 Ti50100150200250Min: 50 / Avg: 141.65 / Max: 161.4Min: 70.6 / Avg: 141.88 / Max: 164.5Min: 85.2 / Avg: 157.11 / Max: 185.1Min: 45.2 / Avg: 158.66 / Max: 201.6Min: 47.5 / Avg: 159.79 / Max: 224.3Min: 50.1 / Avg: 167.47 / Max: 240.9Min: 91.6 / Avg: 167.52 / Max: 214.9Min: 49.3 / Avg: 185.12 / Max: 298.3Min: 63.8 / Avg: 192.88 / Max: 301.5Min: 123.8 / Avg: 205.47 / Max: 275.7

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 1060120240360480600SE +/- 1.67, N = 3SE +/- 0.31, N = 3SE +/- 0.45, N = 3SE +/- 0.33, N = 3SE +/- 0.55, N = 3SE +/- 0.26, N = 3SE +/- 0.41, N = 3SE +/- 0.24, N = 3SE +/- 0.45, N = 3SE +/- 0.11, N = 3556537400376339309292262257194
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 1060100200300400500Min: 553.7 / Avg: 556.33 / Max: 559.45Min: 536.36 / Avg: 536.97 / Max: 537.39Min: 398.92 / Avg: 399.51 / Max: 400.4Min: 375.3 / Avg: 375.95 / Max: 376.34Min: 338.01 / Avg: 338.9 / Max: 339.9Min: 308.5 / Avg: 309.01 / Max: 309.37Min: 291.32 / Avg: 292.02 / Max: 292.73Min: 261.35 / Avg: 261.84 / Max: 262.13Min: 256.49 / Avg: 257.03 / Max: 257.93Min: 193.36 / Avg: 193.57 / Max: 193.7

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1070 TiGTX 1080GTX 1080 TiGTX 1070GTX 10600.69981.39962.09942.79923.4993.112.862.512.442.301.941.921.821.771.59

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1070 TiRTX 2060RTX 2080 TiRTX 2070GTX 1060TITAN RTXGTX 1070RTX 2080GTX 1080GTX 1080 Ti1326395265Min: 44 / Avg: 46.22 / Max: 48Min: 46 / Avg: 50.11 / Max: 56Min: 51 / Avg: 53.29 / Max: 57Min: 50 / Avg: 53.44 / Max: 58Min: 50 / Avg: 54.8 / Max: 58Min: 52 / Avg: 54.86 / Max: 58Min: 56 / Avg: 59.9 / Max: 64Min: 59 / Avg: 62.38 / Max: 66Min: 60 / Avg: 62.5 / Max: 65Min: 61 / Avg: 63.11 / Max: 66

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

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070GTX 1070 TiGTX 1060130260390520650SE +/- 0.76, N = 3SE +/- 2.13, N = 3SE +/- 1.09, N = 3SE +/- 0.60, N = 3SE +/- 0.31, N = 3SE +/- 0.59, N = 3SE +/- 0.45, N = 3SE +/- 0.21, N = 3SE +/- 0.19, N = 3SE +/- 0.33, N = 3610605457382347330259228224180
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070GTX 1070 TiGTX 1060110220330440550Min: 608.75 / Avg: 610.22 / Max: 611.33Min: 601.13 / Avg: 605.16 / Max: 608.37Min: 456.16 / Avg: 457.47 / Max: 459.63Min: 380.39 / Avg: 381.58 / Max: 382.33Min: 346.94 / Avg: 347.49 / Max: 348.01Min: 329.48 / Avg: 330.36 / Max: 331.47Min: 257.79 / Avg: 258.64 / Max: 259.34Min: 227.78 / Avg: 228.16 / Max: 228.5Min: 223.9 / Avg: 224.25 / Max: 224.53Min: 179.02 / Avg: 179.67 / Max: 180

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLTITAN RTXRTX 2080RTX 2080 TiRTX 2070RTX 2060GTX 1070 TiGTX 1080 TiGTX 1080GTX 1070GTX 10600.77181.54362.31543.08723.8593.433.373.053.022.761.761.701.471.461.28

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1070 TiRTX 2080 TiRTX 2060RTX 2070TITAN RTXGTX 1060GTX 1070RTX 2080GTX 1080GTX 1080 Ti1326395265Min: 43 / Avg: 45.83 / Max: 48Min: 50 / Avg: 51.33 / Max: 53Min: 46 / Avg: 51.8 / Max: 55Min: 51 / Avg: 53.25 / Max: 55Min: 51 / Avg: 54 / Max: 58Min: 52 / Avg: 56.5 / Max: 59Min: 55 / Avg: 60 / Max: 64Min: 58 / Avg: 61.5 / Max: 64Min: 58 / Avg: 62 / Max: 65Min: 59 / Avg: 63 / Max: 66

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorRTX 2060RTX 2070GTX 1070 TiRTX 2080GTX 1060GTX 1070GTX 1080TITAN RTXGTX 1080 TiRTX 2080 Ti50100150200250Min: 45.1 / Avg: 125.88 / Max: 192.6Min: 46.5 / Avg: 126.45 / Max: 198.6Min: 48.9 / Avg: 127.46 / Max: 146.6Min: 47.4 / Avg: 135.75 / Max: 228.3Min: 71.5 / Avg: 140.59 / Max: 158.7Min: 43.1 / Avg: 156.77 / Max: 185.9Min: 115.7 / Avg: 176.49 / Max: 201.1Min: 52.5 / Avg: 178.13 / Max: 298.5Min: 50.4 / Avg: 194.3 / Max: 254.7Min: 48.3 / Avg: 198.43 / Max: 287.4

OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106060120180240300SE +/- 0.72, N = 3SE +/- 0.36, N = 3SE +/- 0.17, N = 3SE +/- 0.27, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3289.00273.00203.00189.00189.00150.00143.00131.00129.0094.08
OpenBenchmarking.orgExamples Per Second, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106050100150200250Min: 288.45 / Avg: 289.19 / Max: 290.62Min: 272.43 / Avg: 272.89 / Max: 273.61Min: 203.19 / Avg: 203.39 / Max: 203.73Min: 189.1 / Avg: 189.39 / Max: 189.94Min: 188.71 / Avg: 188.84 / Max: 189.07Min: 150.11 / Avg: 150.43 / Max: 150.64Min: 142.61 / Avg: 142.69 / Max: 142.8Min: 130.93 / Avg: 130.95 / Max: 130.97Min: 128.87 / Avg: 128.94 / Max: 128.99Min: 94.02 / Avg: 94.08 / Max: 94.14

OpenBenchmarking.orgExamples Per Second Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 1070 TiGTX 1080 TiGTX 1080GTX 1070GTX 10600.29030.58060.87091.16121.45151.291.281.081.030.900.890.820.790.790.65

OpenBenchmarking.orgCelsius, Fewer Is BetterPlaidMLGPU Temperature MonitorGTX 1070 TiRTX 2080 TiRTX 2070TITAN RTXRTX 2060GTX 1060GTX 1070RTX 2080GTX 1080GTX 1080 Ti1428425670Min: 43 / Avg: 47.69 / Max: 50Min: 49 / Avg: 54.38 / Max: 59Min: 47 / Avg: 54.45 / Max: 60Min: 50 / Avg: 55.25 / Max: 61Min: 46 / Avg: 55.73 / Max: 61Min: 52 / Avg: 58.35 / Max: 62Min: 56 / Avg: 62.15 / Max: 66Min: 56 / Avg: 63.5 / Max: 70Min: 59 / Avg: 64.36 / Max: 68Min: 61 / Avg: 65.7 / Max: 70

OpenBenchmarking.orgWatts, Fewer Is BetterPlaidMLSystem Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070RTX 2060GTX 1080RTX 2070RTX 2080RTX 2080 TiTITAN RTXGTX 1080 Ti60120180240300Min: 72.7 / Avg: 144.61 / Max: 170.9Min: 47.9 / Avg: 146.58 / Max: 171.7Min: 43.1 / Avg: 162.78 / Max: 197.9Min: 44 / Avg: 167.51 / Max: 215.1Min: 45.1 / Avg: 180.6 / Max: 225Min: 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: 345.8Min: 127.7 / Avg: 231.45 / Max: 296.9

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 AtomsRTX 2080 TiTITAN RTXRTX 2070RTX 2080GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070p100-hostGTX 10600.07260.14520.21780.29040.363SE +/- 0.00190, N = 3SE +/- 0.00092, N = 3SE +/- 0.00161, N = 3SE +/- 0.00116, N = 3SE +/- 0.00196, N = 3SE +/- 0.00208, N = 3SE +/- 0.00192, N = 3SE +/- 0.00129, N = 3SE +/- 0.00210, N = 3SE +/- 0.00011, N = 3SE +/- 0.00102, N = 30.191770.197350.197460.200440.201130.205420.212330.230220.242280.262860.32271
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsRTX 2080 TiTITAN RTXRTX 2070RTX 2080GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070p100-hostGTX 106012345Min: 0.19 / Avg: 0.19 / Max: 0.2Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.2 / Avg: 0.2 / Max: 0.21Min: 0.2 / Avg: 0.21 / Max: 0.21Min: 0.21 / Avg: 0.21 / Max: 0.22Min: 0.23 / Avg: 0.23 / Max: 0.23Min: 0.24 / Avg: 0.24 / Max: 0.25Min: 0.26 / Avg: 0.26 / Max: 0.26Min: 0.32 / Avg: 0.32 / Max: 0.32

OpenBenchmarking.orgCelsius, Fewer Is BetterNAMD CUDA 2.13GPU Temperature MonitorGTX 1070 TiRTX 2080 TiTITAN RTXRTX 2060RTX 2070GTX 1080GTX 1060GTX 1070RTX 2080GTX 1080 Ti1428425670Min: 45 / Avg: 48.14 / Max: 50Min: 51 / Avg: 54.43 / Max: 57Min: 51 / Avg: 55.29 / Max: 58Min: 49 / Avg: 55.63 / Max: 61Min: 51 / Avg: 55.71 / Max: 60Min: 51 / Avg: 58.08 / Max: 63Min: 52 / Avg: 59.2 / Max: 63Min: 60 / Avg: 64 / Max: 67Min: 61 / Avg: 65.38 / Max: 70Min: 62 / Avg: 66.71 / Max: 70

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorGTX 1080GTX 1070 TiGTX 1060GTX 1070RTX 2060RTX 2080 TiRTX 2070TITAN RTXRTX 2080GTX 1080 Ti70140210280350Min: 92.5 / Avg: 192.92 / Max: 318.2Min: 49.2 / Avg: 202 / Max: 255.8Min: 42.7 / Avg: 204.58 / Max: 263.4Min: 81.5 / Avg: 223.92 / Max: 280.5Min: 45.9 / Avg: 231.36 / Max: 300.1Min: 47.8 / Avg: 245.81 / Max: 362.6Min: 45.7 / Avg: 247.69 / Max: 317.6Min: 53 / Avg: 269.25 / Max: 360.8Min: 173.3 / Avg: 271.87 / Max: 334.5Min: 48.2 / Avg: 283.67 / Max: 370.3

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: OpenCLRTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070GTX 1070 TiGTX 10600.82351.6472.47053.2944.1175SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 31.641.641.921.932.222.262.722.892.933.66
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Boat - Acceleration: OpenCLRTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070GTX 1070 TiGTX 1060246810Min: 1.64 / Avg: 1.64 / Max: 1.65Min: 1.63 / Avg: 1.64 / Max: 1.64Min: 1.92 / Avg: 1.92 / Max: 1.93Min: 1.92 / Avg: 1.93 / Max: 1.94Min: 2.22 / Avg: 2.22 / Max: 2.23Min: 2.25 / Avg: 2.26 / Max: 2.27Min: 2.71 / Avg: 2.72 / Max: 2.73Min: 2.88 / Avg: 2.89 / Max: 2.89Min: 2.92 / Avg: 2.93 / Max: 2.94Min: 3.65 / Avg: 3.66 / Max: 3.67

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Masskrug - Acceleration: OpenCLRTX 2070RTX 2080 TiTITAN RTXRTX 2080RTX 2060GTX 1080 TiGTX 1070GTX 1080GTX 1070 TiGTX 10600.93831.87662.81493.75324.6915SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.683.693.693.783.823.873.923.974.014.17
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Masskrug - Acceleration: OpenCLRTX 2070RTX 2080 TiTITAN RTXRTX 2080RTX 2060GTX 1080 TiGTX 1070GTX 1080GTX 1070 TiGTX 1060246810Min: 3.65 / Avg: 3.68 / Max: 3.7Min: 3.66 / Avg: 3.69 / Max: 3.7Min: 3.67 / Avg: 3.69 / Max: 3.7Min: 3.78 / Avg: 3.78 / Max: 3.79Min: 3.81 / Avg: 3.82 / Max: 3.84Min: 3.85 / Avg: 3.87 / Max: 3.89Min: 3.91 / Avg: 3.92 / Max: 3.93Min: 3.97 / Avg: 3.97 / Max: 3.98Min: 3.99 / Avg: 4.01 / Max: 4.03Min: 4.16 / Avg: 4.17 / Max: 4.19

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Room - Acceleration: OpenCLTITAN RTXRTX 2070RTX 2080 TiRTX 2080RTX 2060GTX 1080 TiGTX 1070GTX 1080GTX 1070 TiGTX 10600.29480.58960.88441.17921.474SE +/- 0.00, N = 3SE +/- 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 = 30.740.750.750.810.821.031.101.101.161.31
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Room - Acceleration: OpenCLTITAN RTXRTX 2070RTX 2080 TiRTX 2080RTX 2060GTX 1080 TiGTX 1070GTX 1080GTX 1070 TiGTX 1060246810Min: 0.73 / Avg: 0.74 / Max: 0.75Min: 0.75 / Avg: 0.75 / Max: 0.75Min: 0.74 / Avg: 0.75 / Max: 0.75Min: 0.81 / Avg: 0.81 / Max: 0.81Min: 0.82 / Avg: 0.82 / Max: 0.82Min: 1.01 / Avg: 1.03 / Max: 1.06Min: 1.1 / Avg: 1.1 / Max: 1.1Min: 1.1 / Avg: 1.1 / Max: 1.11Min: 1.15 / Avg: 1.16 / Max: 1.16Min: 1.3 / Avg: 1.31 / Max: 1.31

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Rack - Acceleration: OpenCLRTX 2070RTX 2080 TiTITAN RTXRTX 2060RTX 2080GTX 1070GTX 1080 TiGTX 1060GTX 1070 TiGTX 10800.02930.05860.08790.11720.1465SE +/- 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 = 30.100.100.100.110.110.120.120.130.130.13
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.4Test: Server Rack - Acceleration: OpenCLRTX 2070RTX 2080 TiTITAN RTXRTX 2060RTX 2080GTX 1070GTX 1080 TiGTX 1060GTX 1070 TiGTX 108012345Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.1 / Avg: 0.1 / Max: 0.11Min: 0.11 / Avg: 0.11 / Max: 0.11Min: 0.11 / Avg: 0.11 / Max: 0.11Min: 0.12 / Avg: 0.12 / Max: 0.13Min: 0.12 / Avg: 0.12 / Max: 0.12Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.12 / Avg: 0.13 / Max: 0.13

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 HDRTITAN RTXRTX 2080 TiRTX 2070RTX 2080GTX 1080 TiRTX 2060GTX 1070GTX 1070 TiGTX 1080GTX 106010K20K30K40K50KSE +/- 103.04, N = 3SE +/- 155.67, N = 3SE +/- 107.00, N = 3SE +/- 25.12, N = 3SE +/- 8.33, N = 3SE +/- 31.58, N = 3SE +/- 1.33, N = 3SE +/- 14.90, N = 3SE +/- 42.00, N = 3SE +/- 46.58, N = 346022427872953229146216822135617287167761380312256
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2070RTX 2080GTX 1080 TiRTX 2060GTX 1070GTX 1070 TiGTX 1080GTX 10608K16K24K32K40KMin: 45879 / Avg: 46022 / Max: 46222Min: 42607 / Avg: 42787 / Max: 43097Min: 29424 / Avg: 29532 / Max: 29746Min: 29102 / Avg: 29145.67 / Max: 29189Min: 21674 / Avg: 21682.33 / Max: 21699Min: 21297 / Avg: 21356 / Max: 21405Min: 17286 / Avg: 17287.33 / Max: 17290Min: 16759 / Avg: 16776.33 / Max: 16806Min: 13761 / Avg: 13803 / Max: 13887Min: 12182 / Avg: 12256 / Max: 12342

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2070RTX 2080GTX 1070 TiRTX 2060GTX 1070GTX 1080 TiGTX 1060GTX 1080306090120150137.54133.42131.09123.99114.16110.8098.4889.3485.5379.42

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 1070 TiGTX 1060RTX 2060GTX 1080GTX 1070RTX 2070RTX 2080 TiTITAN RTXGTX 1080 TiRTX 20801530456075Min: 41 / Avg: 48.91 / Max: 51Min: 43 / Avg: 58.4 / Max: 61Min: 49 / Avg: 63.65 / Max: 67Min: 49 / Avg: 64.55 / Max: 67Min: 54 / Avg: 67.07 / Max: 70Min: 47 / Avg: 67.5 / Max: 72Min: 49 / Avg: 69.88 / Max: 74Min: 44 / Avg: 71.96 / Max: 78Min: 56 / Avg: 72.55 / Max: 75Min: 48 / Avg: 75.04 / Max: 79

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1080GTX 1070RTX 2060RTX 2070RTX 2080GTX 1080 TiRTX 2080 TiTITAN RTX60120180240300Min: 111.3 / Avg: 143.3 / Max: 145.4Min: 47.6 / Avg: 146.95 / Max: 149.7Min: 89.3 / Avg: 173.79 / Max: 175.8Min: 82.6 / Avg: 175.54 / Max: 179.2Min: 44 / Avg: 192.74 / Max: 197.4Min: 46 / Avg: 225.28 / Max: 233.2Min: 48.9 / Avg: 235.08 / Max: 244.1Min: 161.6 / Avg: 242.69 / Max: 248.1Min: 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: MicrophoneTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1070 TiGTX 1070GTX 1080GTX 10607K14K21K28K35KSE +/- 146.65, N = 3SE +/- 127.33, N = 3SE +/- 24.50, N = 3SE +/- 4.62, N = 3SE +/- 57.27, N = 3SE +/- 5.67, N = 3SE +/- 5.00, N = 3SE +/- 1.20, N = 3SE +/- 10.84, N = 3SE +/- 1.53, N = 330426286171976618074137341358410175997287226962
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1070 TiGTX 1070GTX 1080GTX 10605K10K15K20K25KMin: 30135 / Avg: 30425.67 / Max: 30605Min: 28490 / Avg: 28617.33 / Max: 28872Min: 19717 / Avg: 19766 / Max: 19791Min: 18066 / Avg: 18074 / Max: 18082Min: 13649 / Avg: 13734 / Max: 13843Min: 13573 / Avg: 13584.33 / Max: 13590Min: 10165 / Avg: 10175 / Max: 10180Min: 9970 / Avg: 9971.67 / Max: 9974Min: 8711 / Avg: 8722.33 / Max: 8744Min: 6959 / Avg: 6962 / Max: 6964

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 1070 TiGTX 1070GTX 1080 TiGTX 1080GTX 10602040608010091.1789.2184.7482.6672.8271.5960.1657.8452.0851.38

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 1070 TiGTX 1060GTX 1080RTX 2060GTX 1070RTX 2070GTX 1080 TiRTX 2080 TiTITAN RTXRTX 20801530456075Min: 45 / Avg: 48.75 / Max: 49Min: 52 / Avg: 57.72 / Max: 59Min: 61 / Avg: 65.19 / Max: 66Min: 56 / Avg: 65.72 / Max: 67Min: 64 / Avg: 67.32 / Max: 68Min: 59 / Avg: 68.82 / Max: 70Min: 66 / Avg: 72.64 / Max: 74Min: 68 / Avg: 73.54 / Max: 75Min: 64 / Avg: 76.18 / Max: 78Min: 66 / Avg: 76.55 / Max: 78

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070GTX 1080RTX 2060RTX 2070RTX 2080GTX 1080 TiRTX 2080 TiTITAN RTX60120180240300Min: 43.5 / Avg: 135.49 / Max: 138.3Min: 49.7 / Avg: 142.13 / Max: 144.6Min: 58.9 / Avg: 165.75 / Max: 169.2Min: 49.8 / Avg: 167.48 / Max: 171.6Min: 45.4 / Avg: 188.59 / Max: 193.4Min: 49.6 / Avg: 218.65 / Max: 223.5Min: 49.5 / Avg: 233.26 / Max: 240.4Min: 51.8 / Avg: 234.85 / Max: 240.3Min: 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: HotelTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1070 TiGTX 1070GTX 1080GTX 10602K4K6K8K10KSE +/- 6.69, N = 3SE +/- 1.45, N = 3SE +/- 12.33, N = 3SE +/- 1.00, N = 3SE +/- 29.33, N = 3SE +/- 4.51, N = 3SE +/- 0.67, N = 3SE +/- 4.33, N = 3SE +/- 3.18, N = 3SE +/- 10.90, N = 39729918465526147566847664167387238022662
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1070 TiGTX 1070GTX 1080GTX 10602K4K6K8K10KMin: 9718 / Avg: 9728.67 / Max: 9741Min: 9181 / Avg: 9183.67 / Max: 9186Min: 6527 / Avg: 6551.67 / Max: 6564Min: 6145 / Avg: 6147 / Max: 6148Min: 5609 / Avg: 5667.67 / Max: 5697Min: 4761 / Avg: 4766 / Max: 4775Min: 4166 / Avg: 4167.33 / Max: 4168Min: 3868 / Avg: 3872.33 / Max: 3881Min: 3796 / Avg: 3802.33 / Max: 3806Min: 2641 / Avg: 2661.67 / Max: 2678

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiGTX 1070 TiRTX 2070RTX 2080RTX 2060GTX 1080 TiGTX 1070GTX 1080GTX 106071421283527.6727.3526.1925.6624.8623.0520.5019.9819.5017.76

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 1070 TiGTX 1060RTX 2060GTX 1080RTX 2070GTX 1070RTX 2080 TiTITAN RTXGTX 1080 TiRTX 20801632486480Min: 47 / Avg: 52.18 / Max: 53Min: 50 / Avg: 62.77 / Max: 65Min: 55 / Avg: 68.52 / Max: 70Min: 59 / Avg: 71.48 / Max: 74Min: 63 / Avg: 72.56 / Max: 74Min: 60 / Avg: 73.85 / Max: 76Min: 63 / Avg: 75.3 / Max: 77Min: 65 / Avg: 77.45 / Max: 79Min: 67 / Avg: 79.45 / Max: 82Min: 66 / Avg: 80.62 / Max: 83

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070GTX 1080RTX 2060RTX 2070RTX 2080GTX 1080 TiRTX 2080 TiTITAN RTX60120180240300Min: 44.6 / Avg: 149.89 / Max: 155.9Min: 48.8 / Avg: 159.08 / Max: 161.7Min: 45.5 / Avg: 193.79 / Max: 199.6Min: 43.9 / Avg: 194.98 / Max: 203.8Min: 45.7 / Avg: 206.77 / Max: 213.1Min: 47.5 / Avg: 239.56 / Max: 245.1Min: 52 / Avg: 263.55 / Max: 277.3Min: 48.8 / Avg: 276.45 / Max: 286Min: 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: ReadTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 1060120240360480600SE +/- 0.38, N = 3SE +/- 0.50, N = 3SE +/- 1.81, N = 3SE +/- 1.98, N = 3SE +/- 0.52, N = 3SE +/- 0.15, N = 3SE +/- 0.18, N = 3SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 35655443923923372962292052051531. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 1060100200300400500Min: 565 / Avg: 565.43 / Max: 566.2Min: 543.5 / Avg: 544 / Max: 545Min: 388.5 / Avg: 391.87 / Max: 394.7Min: 388.2 / Avg: 392.1 / Max: 394.6Min: 336.4 / Avg: 337.37 / Max: 338.2Min: 296.1 / Avg: 296.3 / Max: 296.6Min: 228.6 / Avg: 228.93 / Max: 229.2Min: 204.2 / Avg: 204.73 / Max: 205.1Min: 205.1 / Avg: 205.27 / Max: 205.4Min: 152.5 / Avg: 152.67 / Max: 1531. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadTITAN RTXRTX 2070RTX 2080RTX 2060GTX 1080 TiGTX 1070 TiGTX 1070GTX 1080GTX 10600.81451.6292.44353.2584.07253.622.692.652.342.091.691.591.541.33

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1070 TiGTX 1060RTX 2060RTX 2070GTX 1080GTX 1070RTX 2080 TiGTX 1080 TiTITAN RTXRTX 20801428425670Min: 47 / Avg: 47 / Max: 47Min: 54 / Avg: 55.88 / Max: 57Min: 56 / Avg: 58.5 / Max: 60Min: 60 / Avg: 62 / Max: 63Min: 63 / Avg: 64.17 / Max: 65Min: 64 / Avg: 64.8 / Max: 66Min: 66 / Avg: 67 / Max: 68Min: 68 / Avg: 68.33 / Max: 69Min: 66 / Avg: 68.33 / Max: 70Min: 67 / Avg: 68.67 / Max: 70

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGTX 1060GTX 1070 TiRTX 2060GTX 1070RTX 2070RTX 2080GTX 1080TITAN RTXRTX 2080 TiGTX 1080 Ti50100150200250Min: 55.5 / Avg: 114.96 / Max: 125.8Min: 49 / Avg: 121.24 / Max: 139.8Min: 45.9 / Avg: 126.65 / Max: 159.6Min: 46.7 / Avg: 129.34 / Max: 151Min: 48.6 / Avg: 145.97 / Max: 196.3Min: 50.4 / Avg: 148 / Max: 197.9Min: 102.3 / Avg: 149.02 / Max: 162.5Min: 55.2 / Avg: 156.17 / Max: 266.5Min: 57.7 / Avg: 161.45 / Max: 265.2Min: 52.6 / Avg: 161.7 / Max: 217.6

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080RTX 2070RTX 2060GTX 1080GTX 1070GTX 1070 TiGTX 1060110220330440550SE +/- 2.45, N = 3SE +/- 1.92, N = 3SE +/- 0.09, N = 3SE +/- 0.73, N = 3SE +/- 0.59, N = 3SE +/- 0.95, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.30, N = 3SE +/- 0.19, N = 34894393363233132452161921901391. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080RTX 2070RTX 2060GTX 1080GTX 1070GTX 1070 TiGTX 106090180270360450Min: 483.6 / Avg: 488.5 / Max: 491.1Min: 435.5 / Avg: 439.33 / Max: 441.3Min: 335.5 / Avg: 335.67 / Max: 335.8Min: 321.7 / Avg: 322.67 / Max: 324.1Min: 312.5 / Avg: 313.4 / Max: 314.5Min: 243.5 / Avg: 245.37 / Max: 246.6Min: 216 / Avg: 216.17 / Max: 216.3Min: 191.6 / Avg: 191.67 / Max: 191.8Min: 189.2 / Avg: 189.63 / Max: 190.2Min: 138.9 / Avg: 139.13 / Max: 139.51. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070 TiGTX 1060GTX 10700.63681.27361.91042.54723.1842.832.572.502.251.871.541.531.521.421.40

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1070 TiGTX 1060RTX 2070RTX 2060GTX 1080GTX 1070RTX 2080 TiTITAN RTXRTX 2080GTX 1080 Ti1326395265Min: 43 / Avg: 44.83 / Max: 46Min: 53 / Avg: 53 / Max: 53Min: 54 / Avg: 55.33 / Max: 56Min: 55 / Avg: 56 / Max: 57Min: 60 / Avg: 60.2 / Max: 61Min: 60 / Avg: 60.6 / Max: 61Min: 61 / Avg: 62 / Max: 63Min: 59 / Avg: 63 / Max: 65Min: 61 / Avg: 63.75 / Max: 65Min: 64 / Avg: 64 / Max: 64

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorGTX 1060GTX 1070 TiRTX 2080RTX 2060GTX 1070RTX 2070GTX 1080RTX 2080 TiTITAN RTXGTX 1080 Ti50100150200250Min: 43.4 / Avg: 98.27 / Max: 126.2Min: 50 / Avg: 124.63 / Max: 140.5Min: 98.5 / Avg: 128.93 / Max: 169.3Min: 44.2 / Avg: 131.53 / Max: 164.4Min: 84.4 / Avg: 137.36 / Max: 151.6Min: 46.9 / Avg: 139.57 / Max: 185.9Min: 92.2 / Avg: 141.24 / Max: 162.2Min: 51 / Avg: 155.07 / Max: 243.7Min: 55 / Avg: 190.13 / Max: 258.3Min: 216.4 / Avg: 217.73 / Max: 218.8

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyTITAN RTXRTX 2080 TiRTX 2070RTX 2080GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 1060100200300400500SE +/- 0.64, N = 3SE +/- 0.23, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 0.29, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 34834543303273172472091871871381. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyTITAN RTXRTX 2080 TiRTX 2070RTX 2080GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106090180270360450Min: 481.7 / Avg: 482.77 / Max: 483.9Min: 453.3 / Avg: 453.7 / Max: 454.1Min: 330.1 / Avg: 330.37 / Max: 330.7Min: 326.3 / Avg: 326.7 / Max: 327.4Min: 317.3 / Avg: 317.47 / Max: 317.8Min: 246.4 / Avg: 246.67 / Max: 247Min: 209.3 / Avg: 209.4 / Max: 209.5Min: 186.7 / Avg: 187.23 / Max: 187.7Min: 186.8 / Avg: 186.87 / Max: 187Min: 138.2 / Avg: 138.4 / Max: 138.71. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 2080GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 10600.51981.03961.55942.07922.5992.312.272.221.761.651.411.28

OpenBenchmarking.orgCelsius, Fewer Is Bettercl-mem 2017-01-13GPU Temperature MonitorGTX 1070 TiGTX 1060RTX 2070RTX 2060GTX 1080GTX 1070RTX 2080 TiGTX 1080 TiTITAN RTXRTX 20801224364860Min: 43 / Avg: 44 / Max: 45Min: 48 / Avg: 51.14 / Max: 52Min: 50 / Avg: 53.67 / Max: 56Min: 49 / Avg: 54 / Max: 56Min: 56 / Avg: 57 / Max: 58Min: 55 / Avg: 57.17 / Max: 58Min: 56 / Avg: 58.33 / Max: 61Min: 60 / Avg: 60.67 / Max: 61Min: 60 / Avg: 61 / Max: 62Min: 62 / Avg: 62 / Max: 62

OpenBenchmarking.orgWatts, Fewer Is Bettercl-mem 2017-01-13System Power Consumption MonitorTITAN RTXGTX 1060RTX 2060GTX 1070 TiGTX 1080GTX 1070GTX 1080 TiRTX 2080RTX 2070RTX 2080 Ti50100150200250Min: 54.7 / Avg: 99.5 / Max: 144.3Min: 57.7 / Avg: 108.33 / Max: 126.1Min: 43.7 / Avg: 111.03 / Max: 156.9Min: 49.3 / Avg: 113.36 / Max: 139.4Min: 43.2 / Avg: 119.3 / Max: 162.2Min: 64.6 / Avg: 132.44 / Max: 150.8Min: 49.6 / Avg: 139.67 / Max: 192.8Min: 52.6 / Avg: 141.73 / Max: 186.7Min: 115.9 / Avg: 150.6 / Max: 185.3Min: 136 / Avg: 198.3 / Max: 260.6

clpeak

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthTITAN RTXRTX 2080 Tip100-hostRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 1060110220330440550SE +/- 1.70, N = 3SE +/- 0.48, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 2.69, N = 3SE +/- 0.68, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.22, N = 3SE +/- 0.02, N = 3SE +/- 0.95, N = 35255054023683653292762221971961451. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthTITAN RTXRTX 2080 Tip100-hostRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106090180270360450Min: 522.05 / Avg: 525.42 / Max: 527.52Min: 504.5 / Avg: 505.01 / Max: 505.96Min: 401.65 / Avg: 401.66 / Max: 401.67Min: 367.26 / Avg: 367.64 / Max: 368.37Min: 359.25 / Avg: 364.64 / Max: 367.34Min: 328.16 / Avg: 329.02 / Max: 330.37Min: 275.65 / Avg: 275.99 / Max: 276.3Min: 221.94 / Avg: 222.03 / Max: 222.08Min: 196.62 / Avg: 197.05 / Max: 197.27Min: 196.27 / Avg: 196.3 / Max: 196.32Min: 143.59 / Avg: 145.49 / Max: 146.461. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080RTX 2070GTX 1080GTX 1070 TiRTX 2060GTX 1070p100-hostGTX 10604K8K12K16K20KSE +/- 688.69, N = 3SE +/- 1065.18, N = 3SE +/- 782.31, N = 3SE +/- 732.21, N = 3SE +/- 495.99, N = 3SE +/- 396.02, N = 3SE +/- 14.43, N = 3SE +/- 657.16, N = 3SE +/- 393.27, N = 3SE +/- 54.13, N = 12SE +/- 3.56, N = 31638615352108531027079687934677666305878535542391. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080RTX 2070GTX 1080GTX 1070 TiRTX 2060GTX 1070p100-hostGTX 10603K6K9K12K15KMin: 15021.53 / Avg: 16386.43 / Max: 17229.12Min: 13222.02 / Avg: 15351.89 / Max: 16456.4Min: 9288.09 / Avg: 10852.7 / Max: 11635.67Min: 8806.31 / Avg: 10270.06 / Max: 11040.34Min: 6980.09 / Avg: 7968.07 / Max: 8539.2Min: 7141.47 / Avg: 7933.51 / Max: 8329.77Min: 6747.48 / Avg: 6776.31 / Max: 6791.94Min: 5316.4 / Avg: 6630.38 / Max: 7313.07Min: 5091.74 / Avg: 5878.26 / Max: 6276.36Min: 5189.08 / Avg: 5354.85 / Max: 5783.8Min: 4232.57 / Avg: 4239.17 / Max: 4244.771. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision Doublep100-hostTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080GTX 1080RTX 2070GTX 1070 TiRTX 2060GTX 1070GTX 10607001400210028003500SE +/- 4.51, N = 3SE +/- 1.29, N = 3SE +/- 1.25, N = 3SE +/- 0.14, N = 3SE +/- 0.98, N = 3SE +/- 0.02, N = 3SE +/- 0.72, N = 3SE +/- 0.24, N = 3SE +/- 0.60, N = 3SE +/- 0.26, N = 3SE +/- 0.05, N = 330635405194153432972662422312241511. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision Doublep100-hostTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080GTX 1080RTX 2070GTX 1070 TiRTX 2060GTX 1070GTX 10605001000150020002500Min: 3057.85 / Avg: 3062.54 / Max: 3071.57Min: 537.59 / Avg: 539.61 / Max: 542.01Min: 516.26 / Avg: 518.58 / Max: 520.56Min: 414.58 / Avg: 414.85 / Max: 415.04Min: 341.37 / Avg: 342.53 / Max: 344.48Min: 297.37 / Avg: 297.4 / Max: 297.42Min: 265.58 / Avg: 266.33 / Max: 267.77Min: 241.36 / Avg: 241.64 / Max: 242.12Min: 229.66 / Avg: 230.86 / Max: 231.47Min: 223.25 / Avg: 223.76 / Max: 224.03Min: 150.56 / Avg: 150.64 / Max: 150.741. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070 Tip100-hostGTX 1070GTX 10603K6K9K12K15KSE +/- 517.75, N = 3SE +/- 1004.15, N = 3SE +/- 679.58, N = 3SE +/- 498.12, N = 3SE +/- 444.77, N = 3SE +/- 76.28, N = 3SE +/- 25.25, N = 3SE +/- 6.17, N = 3SE +/- 10.69, N = 3SE +/- 21.00, N = 3SE +/- 38.63, N = 314906148489952778067053263239820681973168112521. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070 Tip100-hostGTX 1070GTX 10603K6K9K12K15KMin: 13870.49 / Avg: 14905.92 / Max: 15434.02Min: 12874.24 / Avg: 14847.83 / Max: 16156.55Min: 8593.77 / Avg: 9951.71 / Max: 10680.62Min: 6785.83 / Avg: 7780.45 / Max: 8326.84Min: 5815.24 / Avg: 6704.55 / Max: 7166.29Min: 3114.34 / Avg: 3263.29 / Max: 3366.29Min: 2351.95 / Avg: 2398.48 / Max: 2438.72Min: 2055.54 / Avg: 2067.8 / Max: 2075.12Min: 1953.11 / Avg: 1973.41 / Max: 1989.39Min: 1641.76 / Avg: 1680.93 / Max: 1713.66Min: 1174.97 / Avg: 1252.22 / Max: 1291.031. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRTX 2060GTX 1070RTX 2080 TiGTX 1080TITAN RTXGTX 1080 TiGTX 1070 TiGTX 1060RTX 2080RTX 2070p100-host3691215SE +/- 0.01, 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 +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 1212.6012.6012.5912.5912.5812.5712.5512.5412.5212.485.731. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueWriteBufferRTX 2060GTX 1070RTX 2080 TiGTX 1080TITAN RTXGTX 1080 TiGTX 1070 TiGTX 1060RTX 2080RTX 2070p100-host48121620Min: 12.59 / Avg: 12.6 / Max: 12.61Min: 12.54 / Avg: 12.6 / Max: 12.63Min: 12.58 / Avg: 12.59 / Max: 12.61Min: 12.57 / Avg: 12.59 / Max: 12.61Min: 12.55 / Avg: 12.58 / Max: 12.6Min: 12.55 / Avg: 12.57 / Max: 12.58Min: 12.54 / Avg: 12.55 / Max: 12.56Min: 12.47 / Avg: 12.54 / Max: 12.6Min: 12.47 / Avg: 12.52 / Max: 12.55Min: 12.45 / Avg: 12.48 / Max: 12.49Min: 5.41 / Avg: 5.73 / Max: 6.041. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferGTX 1080GTX 1070RTX 2080 TiRTX 2060GTX 1080 TiRTX 2070TITAN RTXGTX 1070 TiGTX 1060RTX 2080p100-host3691215SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 1211.3411.3311.2911.2911.2911.2511.1611.1511.1511.136.001. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Transfer Bandwidth enqueueReadBufferGTX 1080GTX 1070RTX 2080 TiRTX 2060GTX 1080 TiRTX 2070TITAN RTXGTX 1070 TiGTX 1060RTX 2080p100-host3691215Min: 11.29 / Avg: 11.34 / Max: 11.37Min: 11.32 / Avg: 11.33 / Max: 11.34Min: 11.27 / Avg: 11.29 / Max: 11.31Min: 11.24 / Avg: 11.29 / Max: 11.34Min: 11.27 / Avg: 11.29 / Max: 11.31Min: 11.18 / Avg: 11.25 / Max: 11.32Min: 11.04 / Avg: 11.16 / Max: 11.24Min: 11.06 / Avg: 11.15 / Max: 11.24Min: 11.01 / Avg: 11.15 / Max: 11.31Min: 11.03 / Avg: 11.13 / Max: 11.31Min: 5.56 / Avg: 6 / Max: 6.351. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGTX 1070RTX 2070RTX 2060RTX 2080GTX 1080GTX 1060RTX 2080 TiTITAN RTXGTX 1070 TiGTX 1080 Tip100-host246810SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 123.643.643.653.653.773.783.833.853.923.996.091. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgus, Fewer Is BetterclpeakOpenCL Test: Kernel LatencyGTX 1070RTX 2070RTX 2060RTX 2080GTX 1080GTX 1060RTX 2080 TiTITAN RTXGTX 1070 TiGTX 1080 Tip100-host246810Min: 3.56 / Avg: 3.64 / Max: 3.72Min: 3.64 / Avg: 3.64 / Max: 3.64Min: 3.52 / Avg: 3.65 / Max: 3.74Min: 3.58 / Avg: 3.65 / Max: 3.72Min: 3.71 / Avg: 3.77 / Max: 3.8Min: 3.72 / Avg: 3.78 / Max: 3.9Min: 3.77 / Avg: 3.83 / Max: 3.88Min: 3.66 / Avg: 3.85 / Max: 3.99Min: 3.75 / Avg: 3.92 / Max: 4.2Min: 3.94 / Avg: 3.99 / Max: 4.05Min: 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 FlopsTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080GTX 1080RTX 2070GTX 1070 TiRTX 2060GTX 1070GTX 10604K8K12K16K20KSE +/- 91.92, N = 3SE +/- 89.12, N = 3SE +/- 27.16, N = 3SE +/- 58.57, N = 3SE +/- 38.59, N = 3SE +/- 45.89, N = 3SE +/- 1.25, N = 3SE +/- 38.15, N = 3SE +/- 23.18, N = 3SE +/- 4.35, N = 3173321658013238109829400852977097340710147941. (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 FlopsTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080GTX 1080RTX 2070GTX 1070 TiRTX 2060GTX 1070GTX 10603K6K9K12K15KMin: 17240.2 / Avg: 17332.17 / Max: 17516Min: 16488.7 / Avg: 16579.67 / Max: 16757.9Min: 13209.2 / Avg: 13237.6 / Max: 13291.9Min: 10923.4 / Avg: 10981.97 / Max: 11099.1Min: 9358.21 / Avg: 9399.5 / Max: 9476.62Min: 8482.7 / Avg: 8528.62 / Max: 8620.4Min: 7707.02 / Avg: 7709.1 / Max: 7711.34Min: 7301.84 / Avg: 7340.04 / Max: 7416.33Min: 7059.2 / Avg: 7101.2 / Max: 7139.19Min: 4789.76 / Avg: 4794.41 / Max: 4803.111. (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 FlopsTITAN RTXRTX 2080 TiGTX 1080 TiRTX 2080GTX 1070 TiGTX 1080RTX 2070RTX 2060GTX 1070GTX 10602040608010079.7278.7767.0764.7264.2262.6357.9452.7652.0241.94

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorGTX 1070 TiGTX 1060RTX 2070RTX 2060GTX 1070RTX 2080 TiGTX 1080TITAN RTXRTX 2080GTX 1080 Ti1428425670Min: 42 / Avg: 44.91 / Max: 50Min: 39 / Avg: 50.55 / Max: 56Min: 47 / Avg: 54.47 / Max: 62Min: 50 / Avg: 54.74 / Max: 63Min: 54 / Avg: 60.68 / Max: 66Min: 45 / Avg: 61.74 / Max: 69Min: 49 / Avg: 62.72 / Max: 68Min: 52 / Avg: 62.85 / Max: 70Min: 49 / Avg: 66.07 / Max: 74Min: 49 / Avg: 66.58 / Max: 73

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070RTX 2060RTX 2070GTX 1080RTX 2080GTX 1080 TiRTX 2080 TiTITAN RTX60120180240300Min: 43 / Avg: 114.31 / Max: 162.2Min: 48.3 / Avg: 120.03 / Max: 172.9Min: 55.9 / Avg: 136.52 / Max: 200.6Min: 44.4 / Avg: 139.12 / Max: 218.8Min: 44.9 / Avg: 147.19 / Max: 246Min: 50.6 / Avg: 150.09 / Max: 250.1Min: 48.8 / Avg: 169.69 / Max: 284.4Min: 49.4 / Avg: 197.37 / Max: 320.7Min: 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 BandwidthRTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070GTX 1070 TiGTX 106030060090012001500SE +/- 1.02, N = 3SE +/- 3.52, N = 3SE +/- 2.94, N = 3SE +/- 1.24, N = 3SE +/- 0.24, N = 3SE +/- 1.91, N = 3SE +/- 0.28, N = 3SE +/- 0.82, N = 3SE +/- 0.80, N = 3SE +/- 1.03, N = 3117311581121107710245965274474334111. (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 BandwidthRTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1080GTX 1070GTX 1070 TiGTX 10602004006008001000Min: 1171.44 / Avg: 1172.57 / Max: 1174.6Min: 1151.93 / Avg: 1158.19 / Max: 1164.11Min: 1115.71 / Avg: 1121.4 / Max: 1125.5Min: 1074.61 / Avg: 1076.98 / Max: 1078.78Min: 1023.47 / Avg: 1023.82 / Max: 1024.27Min: 592.44 / Avg: 596.16 / Max: 598.8Min: 526.71 / Avg: 527.14 / Max: 527.67Min: 445.5 / Avg: 447.09 / Max: 448.19Min: 431.53 / Avg: 433.09 / Max: 434.17Min: 410.11 / Avg: 411.15 / Max: 413.221. (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 BandwidthRTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1080GTX 1060GTX 1070 TiGTX 1070GTX 1080 Ti2468106.886.435.974.984.733.913.903.543.423.30

OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Temperature MonitorGTX 1070 TiGTX 1060RTX 2070RTX 2060GTX 1080GTX 1070GTX 1080 TiRTX 2080 TiTITAN RTXRTX 20801326395265Min: 42 / Avg: 42.6 / Max: 43Min: 46 / Avg: 48.5 / Max: 49Min: 52 / Avg: 54.2 / Max: 56Min: 48 / Avg: 54.5 / Max: 56Min: 54 / Avg: 55.54 / Max: 57Min: 57 / Avg: 57.33 / Max: 58Min: 56 / Avg: 59.67 / Max: 61Min: 59 / Avg: 62 / Max: 65Min: 55 / Avg: 63.4 / Max: 66Min: 57 / Avg: 63.86 / Max: 67

OpenBenchmarking.orgWatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070GTX 1080RTX 2070RTX 2060GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX50100150200250Min: 42.1 / Avg: 105.4 / Max: 135.1Min: 48.4 / Avg: 122.39 / Max: 144.2Min: 43.3 / Avg: 130.75 / Max: 158.9Min: 43.4 / Avg: 134.92 / Max: 163.8Min: 52.2 / Avg: 156.43 / Max: 195Min: 148.5 / Avg: 159.28 / Max: 177.5Min: 53.7 / Avg: 180.42 / Max: 218.2Min: 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 SPTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106030060090012001500SE +/- 2.67, N = 3SE +/- 11.70, N = 3SE +/- 6.71, N = 3SE +/- 46.80, N = 3SE +/- 2.56, N = 3SE +/- 10.50, N = 3SE +/- 1.43, N = 3SE +/- 1.30, N = 3SE +/- 8.74, N = 3SE +/- 2.45, N = 31553144510839889728035755014532971. (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 SPTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106030060090012001500Min: 1548.6 / Avg: 1552.67 / Max: 1557.7Min: 1431.39 / Avg: 1444.87 / Max: 1468.18Min: 1069.68 / Avg: 1083.05 / Max: 1090.83Min: 936.99 / Avg: 988.41 / Max: 1081.85Min: 968.63 / Avg: 972.1 / Max: 977.1Min: 782.66 / Avg: 802.85 / Max: 817.98Min: 572.34 / Avg: 574.51 / Max: 577.21Min: 498.13 / Avg: 500.59 / Max: 502.57Min: 443.6 / Avg: 453.16 / Max: 470.62Min: 291.88 / Avg: 296.79 / Max: 299.311. (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 HashTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiRTX 2070RTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 1060816243240SE +/- 0.35, N = 3SE +/- 0.40, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 336.2835.1323.7419.6818.4215.8714.1911.6310.477.281. (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 HashTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiRTX 2070RTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 1060816243240Min: 35.77 / Avg: 36.28 / Max: 36.95Min: 34.34 / Avg: 35.13 / Max: 35.58Min: 23.74 / Avg: 23.74 / Max: 23.75Min: 19.56 / Avg: 19.68 / Max: 19.78Min: 18.41 / Avg: 18.42 / Max: 18.43Min: 15.86 / Avg: 15.87 / Max: 15.88Min: 14.15 / Avg: 14.19 / Max: 14.22Min: 11.63 / Avg: 11.63 / Max: 11.63Min: 10.47 / Avg: 10.47 / Max: 10.47Min: 7.28 / Avg: 7.28 / Max: 7.281. (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: TriadTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 10603691215SE +/- 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 = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 312.6812.6812.5712.5712.5112.4312.3012.1912.1911.931. (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: TriadTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106048121620Min: 12.68 / Avg: 12.68 / Max: 12.69Min: 12.68 / Avg: 12.68 / Max: 12.69Min: 12.56 / Avg: 12.57 / Max: 12.57Min: 12.56 / Avg: 12.57 / Max: 12.58Min: 12.51 / Avg: 12.51 / Max: 12.51Min: 12.43 / Avg: 12.43 / Max: 12.44Min: 12.29 / Avg: 12.3 / Max: 12.3Min: 12.19 / Avg: 12.19 / Max: 12.2Min: 12.19 / Avg: 12.19 / Max: 12.19Min: 11.92 / Avg: 11.93 / Max: 11.951. (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: GPUTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106070M140M210M280M350MSE +/- 908628.37, N = 3SE +/- 1417039.09, N = 3SE +/- 1536969.33, N = 3SE +/- 333271.02, N = 3SE +/- 720633.38, N = 3SE +/- 815068.63, N = 3SE +/- 121634.53, N = 3SE +/- 297139.02, N = 3SE +/- 621591.58, N = 3SE +/- 513835.53, N = 33036654473009222412788292382656820462651628752516119892391313242215480162181720621837826261. (CC) gcc options: -O3 -march=native -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL -lm
OpenBenchmarking.orgSamples/sec, More Is BetterJuliaGPU 1.2pts1OpenCL Device: GPUTITAN RTXRTX 2080 TiRTX 2080RTX 2070GTX 1080 TiRTX 2060GTX 1080GTX 1070 TiGTX 1070GTX 106050M100M150M200M250MMin: 301940481.9 / Avg: 303665447.4 / Max: 305023093.8Min: 298088601.7 / Avg: 300922240.8 / Max: 302382263.1Min: 276811943.5 / Avg: 278829237.77 / Max: 281846545.4Min: 265132379.1 / Avg: 265682046.23 / Max: 266283389Min: 263757984.9 / Avg: 265162874.6 / Max: 266143978.9Min: 250000827.1 / Avg: 251611988.57 / Max: 252632347.5Min: 238908355.7 / Avg: 239131324.27 / Max: 239327062Min: 220996207.2 / Avg: 221548015.6 / Max: 222014983.7Min: 217003046.5 / Avg: 218172062.43 / Max: 219122875.7Min: 182818085.8 / Avg: 183782626.17 / Max: 184572023.81. (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: GPURTX 2070RTX 2060RTX 2080RTX 2080 TiTITAN RTXGTX 1070 TiGTX 1080GTX 1070GTX 1080 TiGTX 1060500K1000K1500K2000K2500K2279065223605420700022042921204247819802291882924186759216661191629857

OpenBenchmarking.orgCelsius, Fewer Is BetterJuliaGPU 1.2pts1GPU Temperature MonitorGTX 1070 TiRTX 2070GTX 1060RTX 2060RTX 2080 TiGTX 1080TITAN RTXGTX 1070RTX 2080GTX 1080 Ti1122334455Min: 38 / Avg: 40.6 / Max: 42Min: 46 / Avg: 47 / Max: 48Min: 46 / Avg: 47.2 / Max: 49Min: 43 / Avg: 47.5 / Max: 50Min: 48 / Avg: 51.25 / Max: 53Min: 51 / Avg: 52.5 / Max: 54Min: 49 / Avg: 52.5 / Max: 54Min: 53 / Avg: 54.4 / Max: 56Min: 53 / Avg: 54.5 / Max: 56Min: 52 / Avg: 54.6 / Max: 57

OpenBenchmarking.orgWatts, Fewer Is BetterJuliaGPU 1.2pts1System Power Consumption MonitorGTX 1070 TiRTX 2060GTX 1060RTX 2070GTX 1070GTX 1080RTX 2080RTX 2080 TiTITAN RTXGTX 1080 Ti4080120160200Min: 47.7 / Avg: 111.88 / Max: 128.2Min: 43.5 / Avg: 112.53 / Max: 153.7Min: 57.5 / Avg: 112.76 / Max: 128.1Min: 52.9 / Avg: 116.58 / Max: 157.4Min: 42.3 / Avg: 116.82 / Max: 147.4Min: 42.3 / Avg: 127 / Max: 157.8Min: 46.4 / Avg: 134.7 / Max: 169Min: 99.5 / Avg: 147.3 / Max: 199.5Min: 51.3 / Avg: 148.68 / Max: 204Min: 67.7 / Avg: 159.15 / Max: 189.8

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 MyocyteRTX 2080 TiRTX 2060RTX 2080RTX 2070TITAN RTXGTX 1070GTX 1060GTX 1080GTX 1080 TiGTX 1070 Ti918273645SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 331.9631.9832.4732.7132.7235.4435.5435.6636.3139.641. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL MyocyteRTX 2080 TiRTX 2060RTX 2080RTX 2070TITAN RTXGTX 1070GTX 1060GTX 1080GTX 1080 TiGTX 1070 Ti816243240Min: 31.84 / Avg: 31.96 / Max: 32.09Min: 31.87 / Avg: 31.98 / Max: 32.07Min: 32.32 / Avg: 32.47 / Max: 32.54Min: 32.66 / Avg: 32.71 / Max: 32.78Min: 32.52 / Avg: 32.72 / Max: 33.1Min: 35.36 / Avg: 35.44 / Max: 35.54Min: 35.41 / Avg: 35.54 / Max: 35.66Min: 35.37 / Avg: 35.66 / Max: 36.02Min: 36.28 / Avg: 36.31 / Max: 36.35Min: 39.57 / Avg: 39.64 / Max: 39.681. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgCelsius, Fewer Is BetterRodinia 2.4GPU Temperature MonitorGTX 1070 TiGTX 1060RTX 2070RTX 2060GTX 1080RTX 2080 TiGTX 1070TITAN RTXGTX 1080 TiRTX 20801122334455Min: 40 / Avg: 40.18 / Max: 41Min: 43 / Avg: 44.4 / Max: 46Min: 45 / Avg: 46.16 / Max: 47Min: 47 / Avg: 47.53 / Max: 48Min: 50 / Avg: 50 / Max: 50Min: 50 / Avg: 51.68 / Max: 52Min: 51 / Avg: 52.25 / Max: 54Min: 52 / Avg: 53 / Max: 54Min: 54 / Avg: 55.14 / Max: 56Min: 55 / Avg: 56.89 / Max: 58

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterRTX 2080 TiTITAN RTXGTX 1080 Tip100-hostRTX 2080GTX 1080GTX 1070 TiRTX 2070GTX 1070RTX 2060GTX 10603691215SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 34.364.394.965.016.286.507.857.888.258.8012.001. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterRTX 2080 TiTITAN RTXGTX 1080 Tip100-hostRTX 2080GTX 1080GTX 1070 TiRTX 2070GTX 1070RTX 2060GTX 10603691215Min: 4.31 / Avg: 4.36 / Max: 4.43Min: 4.3 / Avg: 4.39 / Max: 4.55Min: 4.92 / Avg: 4.96 / Max: 5.01Min: 4.98 / Avg: 5.01 / Max: 5.08Min: 6.19 / Avg: 6.28 / Max: 6.39Min: 6.44 / Avg: 6.5 / Max: 6.63Min: 7.83 / Avg: 7.85 / Max: 7.88Min: 7.77 / Avg: 7.88 / Max: 7.99Min: 8.22 / Avg: 8.25 / Max: 8.26Min: 8.74 / Avg: 8.8 / Max: 8.88Min: 11.92 / Avg: 12 / Max: 12.131. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgCelsius, Fewer Is BetterRodinia 2.4GPU Temperature MonitorGTX 1070 TiRTX 2070RTX 2060GTX 1060RTX 2080 TiGTX 1080TITAN RTXGTX 1080 TiGTX 1070RTX 20801224364860Min: 38 / Avg: 42.67 / Max: 45Min: 44 / Avg: 47.5 / Max: 49Min: 43 / Avg: 48.8 / Max: 51Min: 46 / Avg: 49.29 / Max: 53Min: 52 / Avg: 52.67 / Max: 54Min: 47 / Avg: 53 / Max: 57Min: 53 / Avg: 54.33 / Max: 55Min: 51 / Avg: 54.67 / Max: 58Min: 53 / Avg: 56.4 / Max: 60Min: 57 / Avg: 58.75 / Max: 61

OpenBenchmarking.orgWatts, Fewer Is BetterRodinia 2.4System Power Consumption MonitorRTX 2080 TiRTX 2060GTX 1070RTX 2070GTX 1060GTX 1070 TiRTX 2080GTX 1080TITAN RTXGTX 1080 Ti50100150200250Min: 48.3 / Avg: 118.57 / Max: 153.7Min: 43.8 / Avg: 118.92 / Max: 153.5Min: 42.6 / Avg: 133.12 / Max: 175.4Min: 44.9 / Avg: 133.58 / Max: 161.9Min: 104.4 / Avg: 137.7 / Max: 148Min: 138.9 / Avg: 142.32 / Max: 143.8Min: 47.2 / Avg: 145.53 / Max: 181.5Min: 43.1 / Avg: 152.7 / Max: 204.6Min: 51.8 / Avg: 158.3 / Max: 240.2Min: 251.2 / Avg: 257.17 / Max: 262.8

Meta Performance Per Watt

OpenBenchmarking.orgPerformance Per Watt, More Is BetterMeta Performance Per WattPerformance Per WattTITAN RTXRTX 2080 TiRTX 2080RTX 2070RTX 2060GTX 1080 TiGTX 1070 TiGTX 1080GTX 1070GTX 10602004006008001000854.04839.87786.04740.20735.65583.35557.72541.32479.38416.98

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 1070 TiRTX 2060RTX 2070GTX 1080GTX 1070RTX 2080 TiTITAN RTXGTX 1080 TiRTX 20801632486480Min: 38 / Avg: 45.88 / Max: 53Min: 37 / Avg: 55.81 / Max: 70Min: 32 / Avg: 56.83 / Max: 74Min: 31 / Avg: 60.14 / Max: 74Min: 32 / Avg: 61.66 / Max: 76Min: 43 / Avg: 61.88 / Max: 77Min: 33 / Avg: 62.56 / Max: 79Min: 39 / Avg: 66.36 / Max: 82Min: 48 / Avg: 67.06 / Max: 83

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 1070 TiGTX 1070GTX 1080RTX 2060RTX 2070RTX 2080GTX 1080 TiRTX 2080 TiTITAN RTX70140210280350Min: 47.2 / Avg: 123.43 / Max: 255.8Min: 42.3 / Avg: 142.19 / Max: 280.5Min: 40.2 / Avg: 143.79 / Max: 318.2Min: 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: 198.85 / Max: 370.3Min: 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 ScoreTITAN RTXRTX 2080 TiRTX 2080GTX 1080 TiRTX 2070RTX 2060GTX 1070 TiGTX 1070GTX 106070140210280350319.00304.00218.00211.00204.00164.00141.00133.0091.54

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreGTX 1070 TiTITAN RTXRTX 2080 TiRTX 2070RTX 2080GTX 1080 TiRTX 2060GTX 1070GTX 10600.2520.5040.7561.0081.261.121.020.990.980.960.930.920.880.78

OpenBenchmarking.orgCelsius, Fewer Is BetterOctaneBench 4.00GPU Temperature MonitorGTX 1070 TiGTX 1060RTX 2060GTX 1070RTX 2070RTX 2080 TiGTX 1080 TiTITAN RTXRTX 20801530456075Min: 40 / Avg: 48.77 / Max: 50Min: 45 / Avg: 57.32 / Max: 60Min: 44 / Avg: 65.39 / Max: 70Min: 54 / Avg: 67.7 / Max: 71Min: 44 / Avg: 69.09 / Max: 74Min: 48 / Avg: 72.21 / Max: 76Min: 58 / Avg: 72.86 / Max: 75Min: 49 / Avg: 73.57 / Max: 78Min: 55 / Avg: 77.23 / Max: 81

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 4.00System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070RTX 2060RTX 2070RTX 2080GTX 1080 TiRTX 2080 TiTITAN RTX60120180240300Min: 43.6 / Avg: 116.96 / Max: 132.2Min: 101.9 / Avg: 126.5 / Max: 138.6Min: 82.8 / Avg: 151.39 / Max: 179.2Min: 44.5 / Avg: 179.11 / Max: 208.8Min: 45.3 / Avg: 207.59 / Max: 236.4Min: 46.8 / Avg: 227.19 / Max: 265.6Min: 121.5 / Avg: 228.13 / Max: 255.9Min: 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 GPURTX 2080 TiTITAN RTXRTX 2070GTX 1080 TiRTX 2080GTX 1070 TiRTX 2060GTX 1070GTX 1060306090120150SE +/- 0.03, N = 3SE +/- 3.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 2.94, N = 3SE +/- 0.04, N = 353.0453.5166.3966.5672.7486.7193.3193.66129.66
OpenBenchmarking.orgSeconds, Fewer Is BetterChaos Group V-RAY 1.1.0Mode: CUDA GPURTX 2080 TiTITAN RTXRTX 2070GTX 1080 TiRTX 2080GTX 1070 TiRTX 2060GTX 1070GTX 106020406080100Min: 53 / Avg: 53.04 / Max: 53.1Min: 50.49 / Avg: 53.51 / Max: 59.51Min: 66.37 / Avg: 66.39 / Max: 66.42Min: 66.51 / Avg: 66.56 / Max: 66.6Min: 72.73 / Avg: 72.74 / Max: 72.76Min: 86.69 / Avg: 86.71 / Max: 86.74Min: 93.24 / Avg: 93.31 / Max: 93.38Min: 90.61 / Avg: 93.66 / Max: 99.53Min: 129.58 / Avg: 129.66 / Max: 129.72

OpenBenchmarking.orgCelsius, Fewer Is BetterChaos Group V-RAY 1.1.0GPU Temperature MonitorGTX 1070 TiGTX 1060RTX 2060RTX 2070GTX 1070TITAN RTXRTX 2080 TiGTX 1080 TiRTX 20801428425670Min: 44 / Avg: 48.38 / Max: 50Min: 50 / Avg: 58.41 / Max: 60Min: 55 / Avg: 62.31 / Max: 64Min: 58 / Avg: 65.11 / Max: 67Min: 58 / Avg: 66.75 / Max: 70Min: 61 / Avg: 68.6 / Max: 71Min: 63 / Avg: 68.72 / Max: 70Min: 63 / Avg: 70.44 / Max: 73Min: 64 / Avg: 72.3 / Max: 75

OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 1.1.0System Power Consumption MonitorGTX 1060GTX 1070 TiGTX 1070RTX 2060RTX 2070RTX 2080GTX 1080 TiTITAN RTXRTX 2080 Ti50100150200250Min: 43.2 / Avg: 121.48 / Max: 125.9Min: 48.1 / Avg: 131.12 / Max: 137.1Min: 44.7 / Avg: 152.69 / Max: 164.2Min: 51.4 / Avg: 157.72 / Max: 163.6Min: 47.1 / Avg: 187.28 / Max: 203.3Min: 56.9 / Avg: 193.17 / Max: 205.2Min: 51.6 / Avg: 222.32 / Max: 232.4Min: 56.9 / Avg: 255.3 / Max: 301.4Min: 77.8 / Avg: 258.11 / Max: 278.4

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