NVIDIA GeForce RTX Compute

Testing a range of GPU-related benchmarks.

HTML result view exported from: https://openbenchmarking.org/result/1907100-HV-1907100JO29&grt&rdt.

NVIDIA GeForce RTX ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-CoreDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+1000Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads)ASUS PRIME Z390-A (0602 BIOS)Intel Cannon Lake PCH Shared SRAM16384MB2000GB SABRENT + Samsung SSD 970 EVO 250GBNVIDIA TITAN RTX 24GB (1350/7000MHz)Realtek ALC1220Acer B286HKIntel I219-VUbuntu 18.044.20.0-042000-generic (x86_64)GNOME Shell 3.28.3X Server 1.19.6NVIDIA 415.254.6.0OpenCL 1.2 CUDA 10.0.1321.1.84GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0ext43840x2160NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)eVGA NVIDIA GeForce GTX 960 2GB (1277/3505MHz)NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz)NVIDIA GeForce GTX 980 4GB (1164/3505MHz)Device 6GB (1365/7000MHz)eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz)AMD Ryzen Threadripper 1920X 12-Core @ 3.50GHz (12 Cores / 24 Threads)ASRock X399 Phantom Gaming 6 (P1.10 BIOS)AMD 17h129024MB2000GB HP SSD EX950 2TBNVIDIA TITAN RTX 24GB (1350/7000MHz)SONY TVIntel I211 + Realtek Device 81254.18.0-25-generic (x86_64)GNOME Shell 3.28.4X Server 1.20.4NVIDIA 430.26GCC 7.4.0 + CUDA 9.11920x1080NVIDIA TITAN RTX 24GB (1350/7500MHz)OpenBenchmarking.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 -vProcessor Details- TITAN RTX: Scaling Governor: intel_pstate performance- RTX 2080 Ti: Scaling Governor: intel_pstate performance- RTX 2070: Scaling Governor: intel_pstate performance- GTX 1080 Ti: Scaling Governor: intel_pstate performance- GTX 1060: Scaling Governor: intel_pstate performance- GTX 960: Scaling Governor: intel_pstate performance- GTX 1070: Scaling Governor: intel_pstate performance- GTX 1070 Ti: Scaling Governor: intel_pstate performance- RTX 2080: Scaling Governor: intel_pstate performance- GTX 1080: Scaling Governor: intel_pstate performance- GTX 980 Ti: Scaling Governor: intel_pstate performance- GTX 980: Scaling Governor: intel_pstate performance- RTX 2060: Scaling Governor: intel_pstate performance- GTX 970: Scaling Governor: intel_pstate performance- NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-Core: Scaling Governor: acpi-cpufreq ondemand- Dual TITAN RTX stock: Scaling Governor: acpi-cpufreq ondemand- Dual TITAN RTX OC - GPU+150,Mem+1000: Scaling Governor: acpi-cpufreq ondemandOpenCL Details- TITAN RTX: GPU Compute Cores: 4608- RTX 2080 Ti: GPU Compute Cores: 4352- RTX 2070: GPU Compute Cores: 2304- GTX 1080 Ti: GPU Compute Cores: 3584- GTX 1060: GPU Compute Cores: 1280- GTX 960: GPU Compute Cores: 1024- GTX 1070: GPU Compute Cores: 1920- GTX 1070 Ti: GPU Compute Cores: 2432- RTX 2080: GPU Compute Cores: 2944- GTX 1080: GPU Compute Cores: 2560- GTX 980 Ti: GPU Compute Cores: 2816- GTX 980: GPU Compute Cores: 2048- RTX 2060: GPU Compute Cores: 1920- GTX 970: GPU Compute Cores: 1664- NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-Core: GPU Compute Cores: 4608- Dual TITAN RTX stock: GPU Compute Cores: 4608- Dual TITAN RTX OC - GPU+150,Mem+1000: GPU Compute Cores: 4608Security Details- TITAN RTX: __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- RTX 2070: __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- GTX 1060: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- GTX 960: __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- RTX 2080: __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 980 Ti: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- GTX 980: __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- GTX 970: __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp- NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-Core: l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling- Dual TITAN RTX stock: l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling- Dual TITAN RTX OC - GPU+150,Mem+1000: l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB fillingPython Details- NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-Core, Dual TITAN RTX stock: Python 3.7.3

NVIDIA GeForce RTX Computev-ray: CUDA GPUcl-mem: Copyclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatdarktable: Boat - OpenCLdarktable: Server Room - OpenCLfahbench: luxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - Hotelmixbench: Single Precisionmixbench: Double Precisionnamd-cuda: ATPase Simulation - 327,506 Atomsngc-tensorflow: ResNet-50, FP16ngc-tensorflow: AlexNet, FP16ngc-tensorflow: AlexNet, FP32ngc-tensorflow: Googlenet, FP16ngc-tensorflow: Inception v4, FP16ngc-tensorflow: VGG-16, FP16ngc-tensorflow: ResNet-50, FP32ngc-tensorflow: VGG-16, FP32octanebench: Total Scorerodinia: OpenCL Particle Filtershoc: OpenCL - FFT SPTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-CoreDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+100050.195281624829346617305329805169110.1913550950273577113415224432053.115061580229442442285029202160480.1912945144253351101613620730565.9036880252012992218307625482770.197063022701208963689.4313720569.953271163019721491135235592114810.204362712662252962974.30131209129.191474212103122416964266243620.319031161099106326232.1355.6391.8282.18264060.9567304259166227680.5120791.13195.196229138.99170609974387464060.242971611546150637544.7376.97132.2786.39197.256776138.771688610272416670250.223921751680158841349.2784.50141.9072.71368.1010368233.0829149195956559106900.2021332931372378732102.03151.70217.63100.00222.388213154.42137518679380685020.214301941854175845554.6092.40147.0884.86262.835570113.991677211021387158350.287201521552149435640.4077.03141.94111.46163.924460101.11131988674302046530.33087110.4493.85276.286673177.382130313743476072110.207422432219168953175.87110.17162.49124.71143.41390490.17117117827271841400.3649096.18486503499835671118146.57244.3029816215704861.690.75270.931307.150.14590498503936031139147.93247.532991654.4015785161.680.76281.56187747.740.14778533545838971224158.03267.503211774.121697OpenBenchmarking.org

Chaos Group V-RAY

Mode: CUDA GPU

OpenBenchmarking.orgSeconds, Fewer Is BetterChaos Group V-RAY 1.1.0Mode: CUDA GPUTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970306090120150SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 3.11, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 2.75, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 350.1953.1165.9069.95129.1991.1386.3972.71100.0084.86111.4693.85124.71

Chaos Group V-RAY

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 1.1.0System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97050100150200250Min: 97.6 / Avg: 246.65 / Max: 277.2Min: 52.4 / Avg: 254.09 / Max: 280.2Min: 46.4 / Avg: 191.75 / Max: 200.2Min: 53.7 / Avg: 215.17 / Max: 232.7Min: 41.4 / Avg: 120.6 / Max: 125.1Min: 46.7 / Avg: 155.43 / Max: 164.2Min: 47.4 / Avg: 131.37 / Max: 137.3Min: 51.5 / Avg: 190.57 / Max: 204Min: 47.4 / Avg: 156.61 / Max: 162.9Min: 54.7 / Avg: 214.87 / Max: 232.2Min: 49.6 / Avg: 169.61 / Max: 178.6Min: 48.7 / Avg: 158.51 / Max: 168.3Min: 49.2 / Avg: 156.04 / Max: 166.7

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyNVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-CoreDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+1000110220330440550SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.33, N = 34864865161. (CC) gcc options: -O2 -flto -lOpenCL

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970110220330440550SE +/- 1.04, N = 3SE +/- 0.96, N = 3SE +/- 0.38, N = 3SE +/- 2.76, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 1.04, N = 3SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.62, N = 3SE +/- 0.70, N = 3SE +/- 0.34, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 3528.00506.00368.00327.00147.0082.18195.19197.25368.10222.38262.83163.92276.28143.41

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9703K6K9K12K15KSE +/- 982.50, N = 3SE +/- 599.97, N = 3SE +/- 457.63, N = 3SE +/- 0.49, N = 3SE +/- 1.83, N = 3SE +/- 7.94, N = 3SE +/- 3.27, N = 3SE +/- 12.96, N = 3SE +/- 496.55, N = 3SE +/- 41.00, N = 3SE +/- 18.02, N = 3SE +/- 40.51, N = 3SE +/- 486.34, N = 3SE +/- 31.25, N = 3162481580280251163042122640622967761036882135570446066733904

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Boat - Acceleration: OpenCLDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+10000.38030.76061.14091.52121.9015SE +/- 0.01, N = 3SE +/- 0.00, N = 31.691.68

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Room - Acceleration: OpenCLDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+10000.1710.3420.5130.6840.855SE +/- 0.00, N = 3SE +/- 0.00, N = 30.750.76

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970Dual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+100060120180240300SE +/- 0.20, N = 3SE +/- 0.30, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.93, N = 3SE +/- 0.07, N = 3SE +/- 0.39, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.32, N = 3SE +/- 1.08, N = 3293.00294.00201.00197.00103.0060.95138.99138.77233.08154.42113.99101.11177.3890.17270.93281.56

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9700.31730.63460.95191.26921.58651.361.411.211.050.830.490.981.101.291.000.610.641.160.62

FAHBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97060120180240300Min: 70.9 / Avg: 216.29 / Max: 314.2Min: 50 / Avg: 208.85 / Max: 317.9Min: 46.5 / Avg: 166.14 / Max: 224.8Min: 75.6 / Avg: 187.69 / Max: 260.2Min: 66.2 / Avg: 123.16 / Max: 154.3Min: 68.4 / Avg: 123.63 / Max: 157.5Min: 68.1 / Avg: 141.93 / Max: 196.9Min: 46.8 / Avg: 126.68 / Max: 151.2Min: 48 / Avg: 180.6 / Max: 251.3Min: 69.5 / Avg: 154.76 / Max: 204.7Min: 79.8 / Avg: 188.31 / Max: 237.7Min: 51.4 / Avg: 157.3 / Max: 209.6Min: 47.2 / Avg: 153.38 / Max: 211.4Min: 51.7 / Avg: 145.38 / Max: 189

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9701632486480Min: 37 / Avg: 67.01 / Max: 79Min: 48 / Avg: 65.76 / Max: 77Min: 36 / Avg: 61.58 / Max: 75Min: 35 / Avg: 70.03 / Max: 81Min: 28 / Avg: 56.53 / Max: 68Min: 50 / Avg: 64.07 / Max: 73Min: 48 / Avg: 65.17 / Max: 76Min: 37 / Avg: 48.41 / Max: 56Min: 46 / Avg: 70.67 / Max: 83Min: 32 / Avg: 65.16 / Max: 78Min: 39 / Avg: 74.6 / Max: 84Min: 53 / Avg: 73.31 / Max: 80Min: 40 / Avg: 60.23 / Max: 71Min: 37 / Avg: 54.14 / Max: 62

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97010K20K30K40K50KSE +/- 79.00, N = 3SE +/- 72.18, N = 3SE +/- 72.75, N = 3SE +/- 79.56, N = 3SE +/- 5.00, N = 3SE +/- 18.33, N = 3SE +/- 7.00, N = 3SE +/- 1.67, N = 3SE +/- 3.53, N = 3SE +/- 19.60, N = 3SE +/- 63.67, N = 3SE +/- 25.24, N = 3SE +/- 16.82, N = 3SE +/- 7.51, N = 3466174244229922214911224167301706016886291491375116772131982130311711

LuxMark

OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970306090120150139.00132.00132.0089.6786.6348.4495.44114.48119.2879.4972.0268.19110.3665.46

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97060120180240300Min: 49.8 / Avg: 335.62 / Max: 344.2Min: 98.7 / Avg: 321.98 / Max: 335Min: 54.9 / Avg: 227.08 / Max: 233.7Min: 123.7 / Avg: 239.66 / Max: 246.7Min: 70 / Avg: 141.29 / Max: 144.7Min: 76 / Avg: 138.95 / Max: 141.3Min: 85.1 / Avg: 178.76 / Max: 184.9Min: 63.4 / Avg: 147.51 / Max: 149.2Min: 48.3 / Avg: 244.37 / Max: 254Min: 91.3 / Avg: 172.99 / Max: 180Min: 134.6 / Avg: 232.86 / Max: 240.6Min: 98 / Avg: 193.56 / Max: 204.4Min: 47.1 / Avg: 193.04 / Max: 197.2Min: 90.4 / Avg: 178.9 / Max: 181.9

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9707K14K21K28K35KSE +/- 33.83, N = 3SE +/- 6.96, N = 3SE +/- 73.89, N = 3SE +/- 8.35, N = 3SE +/- 0.33, N = 3SE +/- 6.00, N = 3SE +/- 2.96, N = 3SE +/- 1.20, N = 3SE +/- 10.26, N = 3SE +/- 13.11, N = 3SE +/- 48.67, N = 3SE +/- 33.32, N = 3SE +/- 10.17, N = 3SE +/- 7.69, N = 33053228502183071352369644259997410272195958679110218674137437827

LuxMark

OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9702040608010091.4588.7283.0458.7351.9431.5859.7772.5979.6151.0847.0746.2973.3944.43

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97060120180240300Min: 138.3 / Avg: 333.87 / Max: 346.9Min: 105.4 / Avg: 321.25 / Max: 329.8Min: 46.1 / Avg: 220.46 / Max: 224Min: 54.8 / Avg: 230.25 / Max: 239.2Min: 41.2 / Avg: 134.07 / Max: 138Min: 44.5 / Avg: 134.86 / Max: 138.4Min: 46.4 / Avg: 166.86 / Max: 171.8Min: 47.1 / Avg: 141.5 / Max: 144Min: 118 / Avg: 246.15 / Max: 252.2Min: 45.3 / Avg: 169.91 / Max: 172.6Min: 144.5 / Avg: 234.12 / Max: 246.1Min: 50 / Avg: 187.37 / Max: 193.4Min: 49.3 / Avg: 187.25 / Max: 199.5Min: 49.1 / Avg: 176.17 / Max: 179.9

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9702K4K6K8K10KSE +/- 48.88, N = 3SE +/- 5.46, N = 3SE +/- 5.51, N = 3SE +/- 23.84, N = 3SE +/- 2.33, N = 3SE +/- 11.00, N = 3SE +/- 5.36, N = 3SE +/- 0.88, N = 3SE +/- 8.84, N = 3SE +/- 1.20, N = 3SE +/- 2.67, N = 3SE +/- 12.22, N = 3SE +/- 1.53, N = 3SE +/- 5.55, N = 398059202625455922662166238744166655938063871302047602718

LuxMark

OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97071421283527.9027.4726.2720.4117.5210.8419.9926.2925.1319.1315.2314.2322.9013.88

LuxMark

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97060120180240300Min: 99.9 / Avg: 351.42 / Max: 361.4Min: 51.3 / Avg: 334.98 / Max: 346.2Min: 99.1 / Avg: 238.08 / Max: 243.5Min: 69.7 / Avg: 274.01 / Max: 280.9Min: 58.3 / Avg: 151.9 / Max: 155Min: 44.1 / Avg: 153.32 / Max: 164.6Min: 45.8 / Avg: 193.84 / Max: 200.5Min: 46.8 / Avg: 158.44 / Max: 162.1Min: 104 / Avg: 260.96 / Max: 275.4Min: 45.9 / Avg: 198.93 / Max: 204.7Min: 54.4 / Avg: 254.22 / Max: 263Min: 50.2 / Avg: 212.29 / Max: 219.3Min: 48.1 / Avg: 207.9 / Max: 215.1Min: 48.9 / Avg: 195.82 / Max: 201.9

Mixbench

Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970Dual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+10004K8K12K16K20KSE +/- 21.73, N = 3SE +/- 14.18, N = 3SE +/- 2.15, N = 3SE +/- 457.77, N = 3SE +/- 1.33, N = 3SE +/- 13.58, N = 3SE +/- 33.45, N = 3SE +/- 5.09, N = 3SE +/- 2.83, N = 3SE +/- 5.87, N = 3SE +/- 5.81, N = 3SE +/- 2.19, N = 3SE +/- 7.52, N = 3SE +/- 3.28, N = 3SE +/- 3.45, N = 15SE +/- 97.09, N = 3169111604882771148143622768640670251069085025835465372114140130187741. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+1000246810SE +/- 0.09, N = 15SE +/- 0.13, N = 47.157.741. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 970Dual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+10000.11520.23040.34560.46080.576SE +/- 0.00131, N = 3SE +/- 0.00169, N = 3SE +/- 0.00102, N = 3SE +/- 0.00199, N = 3SE +/- 0.00213, N = 3SE +/- 0.00242, N = 3SE +/- 0.00137, N = 3SE +/- 0.00120, N = 3SE +/- 0.00394, N = 3SE +/- 0.00299, N = 3SE +/- 0.00061, N = 3SE +/- 0.00305, N = 3SE +/- 0.00308, N = 3SE +/- 0.00081, N = 3SE +/- 0.00039, N = 3SE +/- 0.00025, N = 30.191350.191290.197060.204360.319030.512070.242970.223920.202130.214300.287200.330870.207420.364900.145900.14778

NAMD CUDA

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97070140210280350Min: 53.2 / Avg: 266.74 / Max: 364.1Min: 51.2 / Avg: 264.81 / Max: 374.7Min: 47.9 / Avg: 237.1 / Max: 316.7Min: 52.4 / Avg: 286.64 / Max: 379.7Min: 120.6 / Avg: 229.99 / Max: 264.7Min: 42.9 / Avg: 225.84 / Max: 265.4Min: 61.4 / Avg: 228.6 / Max: 279.9Min: 47.3 / Avg: 210.26 / Max: 256.2Min: 56.5 / Avg: 255.83 / Max: 338Min: 45.7 / Avg: 224.13 / Max: 316Min: 52.6 / Avg: 295.05 / Max: 362.6Min: 50.6 / Avg: 266.8 / Max: 318.8Min: 49.3 / Avg: 233.66 / Max: 304.2Min: 50.2 / Avg: 242.64 / Max: 306.2

NVIDIA GPU Cloud TensorFlow

Test: ResNet-50, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 2060NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-CoreDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+1000120240360480600SE +/- 0.63, N = 3SE +/- 0.19, N = 3SE +/- 0.48, N = 3SE +/- 0.73, N = 3SE +/- 0.45, N = 3SE +/- 0.62, N = 3SE +/- 0.35, N = 3SE +/- 0.54, N = 3SE +/- 0.45, N = 3SE +/- 0.73, N = 3SE +/- 0.95, N = 3SE +/- 2.53, N = 3SE +/- 1.96, N = 3SE +/- 1.18, N = 3509451302271116161175329194152243503498533

NVIDIA GPU Cloud TensorFlow

Test: ResNet-50, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20600.5761.1521.7282.3042.882.562.361.741.180.780.971.181.831.060.671.49

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206060120180240300Min: 48.2 / Avg: 198.99 / Max: 354.3Min: 74.7 / Avg: 191.11 / Max: 342.3Min: 72.1 / Avg: 173.65 / Max: 252.5Min: 96.9 / Avg: 228.94 / Max: 319.8Min: 59.6 / Avg: 148.55 / Max: 182.7Min: 72.7 / Avg: 165.01 / Max: 215.3Min: 76.7 / Avg: 148.61 / Max: 192.6Min: 47.6 / Avg: 180.14 / Max: 286.5Min: 73.2 / Avg: 182.82 / Max: 247.3Min: 80.4 / Avg: 228.25 / Max: 305Min: 52 / Avg: 162.9 / Max: 226.2

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 2060NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-CoreDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+100012002400360048006000SE +/- 9.37, N = 3SE +/- 4.54, N = 3SE +/- 2.48, N = 3SE +/- 17.83, N = 3SE +/- 1.24, N = 3SE +/- 4.96, N = 3SE +/- 0.45, N = 3SE +/- 4.16, N = 3SE +/- 2.92, N = 3SE +/- 5.31, N = 3SE +/- 2.26, N = 3SE +/- 3.71, N = 3SE +/- 13.06, N = 3SE +/- 1.82, N = 350274425270126621099154616803137185415522219499850395458

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206061218243024.2521.1016.2512.247.8310.0711.8716.4710.366.5713.80

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206060120180240300Min: 51.4 / Avg: 207.26 / Max: 353.6Min: 49.9 / Avg: 209.74 / Max: 336.6Min: 47.2 / Avg: 166.27 / Max: 236.6Min: 65.2 / Avg: 217.49 / Max: 309.9Min: 88.1 / Avg: 140.33 / Max: 172.6Min: 45.4 / Avg: 153.49 / Max: 195.3Min: 48.5 / Avg: 141.56 / Max: 196.9Min: 52.1 / Avg: 190.47 / Max: 278.4Min: 46 / Avg: 179 / Max: 242.1Min: 121.4 / Avg: 236.21 / Max: 313.7Min: 59.5 / Avg: 160.81 / Max: 211.3

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP32

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 2060NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-CoreDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+10008001600240032004000SE +/- 1.96, N = 3SE +/- 6.13, N = 3SE +/- 1.73, N = 3SE +/- 2.71, N = 3SE +/- 0.76, N = 3SE +/- 3.98, N = 3SE +/- 0.40, N = 3SE +/- 12.13, N = 3SE +/- 2.10, N = 3SE +/- 3.72, N = 3SE +/- 8.52, N = 3SE +/- 0.78, N = 3SE +/- 4.43, N = 3SE +/- 2.00, N = 335773351208925291063150615882378175814941689356736033897

NVIDIA GPU Cloud TensorFlow

Test: AlexNet, FP32

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP32TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20604812162014.6314.3511.3911.617.739.8211.0912.219.816.5410.03

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206060120180240300Min: 50.8 / Avg: 244.53 / Max: 358.1Min: 49.3 / Avg: 233.47 / Max: 346.6Min: 47.3 / Avg: 183.41 / Max: 245.9Min: 127.8 / Avg: 217.89 / Max: 307.4Min: 71.6 / Avg: 137.51 / Max: 175.6Min: 88.5 / Avg: 153.43 / Max: 195.1Min: 47.9 / Avg: 143.17 / Max: 191.4Min: 55.1 / Avg: 194.67 / Max: 285.2Min: 94.3 / Avg: 179.31 / Max: 228.6Min: 128.5 / Avg: 228.56 / Max: 295.1Min: 46.4 / Avg: 168.46 / Max: 224.3

NVIDIA GPU Cloud TensorFlow

Test: Googlenet, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 2060NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-CoreDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+100030060090012001500SE +/- 1.11, N = 3SE +/- 0.68, N = 3SE +/- 0.74, N = 3SE +/- 2.30, N = 3SE +/- 0.03, N = 3SE +/- 0.51, N = 3SE +/- 0.06, N = 3SE +/- 2.14, N = 3SE +/- 0.52, N = 3SE +/- 1.31, N = 3SE +/- 0.70, N = 3SE +/- 1.20, N = 3SE +/- 2.08, N = 3SE +/- 1.46, N = 311341016636629262375413732455356531111811391224

NVIDIA GPU Cloud TensorFlow

Test: Googlenet, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20600.95851.9172.87553.8344.79254.264.063.022.571.612.012.513.232.251.402.66

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206060120180240300Min: 50.8 / Avg: 266.27 / Max: 362Min: 49.4 / Avg: 250.03 / Max: 345.7Min: 46 / Avg: 210.67 / Max: 248Min: 54.5 / Avg: 245.09 / Max: 319.8Min: 68.9 / Avg: 162.73 / Max: 181.7Min: 88.5 / Avg: 186.77 / Max: 213.9Min: 47.2 / Avg: 164.47 / Max: 190.6Min: 50.5 / Avg: 226.63 / Max: 285.7Min: 45.6 / Avg: 201.99 / Max: 247.3Min: 85.1 / Avg: 254.96 / Max: 305.1Min: 51.8 / Avg: 199.33 / Max: 225.7

NVIDIA GPU Cloud TensorFlow

Test: Inception v4, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 2060NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-CoreDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+1000306090120150SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 0.32, N = 3SE +/- 0.54, N = 3SE +/- 0.44, N = 3152.00136.0089.4374.3032.1344.7349.27102.0354.6040.4075.87146.57147.93158.03

NVIDIA GPU Cloud TensorFlow

Test: Inception v4, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20600.18680.37360.56040.74720.9340.830.680.570.370.220.270.340.610.290.180.50

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206060120180240300Min: 53.4 / Avg: 183.94 / Max: 352.4Min: 50.7 / Avg: 199.93 / Max: 341.9Min: 45 / Avg: 158.24 / Max: 243.9Min: 54.6 / Avg: 202.47 / Max: 321.9Min: 57.2 / Avg: 145.06 / Max: 185.9Min: 72.1 / Avg: 163.82 / Max: 213.7Min: 46.9 / Avg: 146.4 / Max: 186.9Min: 48.2 / Avg: 167.92 / Max: 285.5Min: 71.8 / Avg: 185.61 / Max: 251Min: 80.2 / Avg: 223.76 / Max: 314.3Min: 47.4 / Avg: 150.43 / Max: 221.5

NVIDIA GPU Cloud TensorFlow

Test: VGG-16, FP16

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 2060NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-CoreDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+100060120180240300SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.41, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.99, N = 3SE +/- 0.42, N = 3SE +/- 0.32, N = 3SE +/- 0.20, N = 3SE +/- 0.30, N = 3244.00207.00137.00131.0055.6376.9784.50151.7092.4077.03110.17244.30247.53267.50

NVIDIA GPU Cloud TensorFlow

Test: VGG-16, FP16

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16TITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 20600.2160.4320.6480.8641.080.960.830.730.560.360.450.530.700.470.300.60

NVIDIA GPU Cloud TensorFlow

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiRTX 206060120180240300Min: 85 / Avg: 254.04 / Max: 358.4Min: 64.8 / Avg: 249.51 / Max: 341.7Min: 44.7 / Avg: 187.45 / Max: 248.6Min: 52.6 / Avg: 234.08 / Max: 309.7Min: 64.4 / Avg: 153.94 / Max: 187.5Min: 92.2 / Avg: 172.51 / Max: 206.4Min: 46.8 / Avg: 158.44 / Max: 191.8Min: 48.8 / Avg: 216.35 / Max: 276.2Min: 90.2 / Avg: 197.26 / Max: 243.2Min: 89.2 / Avg: 254.69 / Max: 323.3Min: 47.1 / Avg: 184.66 / Max: 228.7

NVIDIA GPU Cloud TensorFlow

Test: ResNet-50, FP32

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP32NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-CoreDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+100070140210280350SE +/- 0.70, N = 3SE +/- 0.95, N = 3SE +/- 0.82, N = 3298299321

NVIDIA GPU Cloud TensorFlow

Test: VGG-16, FP32

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP32NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-CoreDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+10004080120160200SE +/- 0.35, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3162165177

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 4.00Total ScoreTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97070140210280350320.00305.00205.00209.0091.82132.27141.90217.63147.08141.94110.44162.4996.18

OctaneBench

Total Score

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 9700.25430.50860.76291.01721.27151.010.990.980.920.790.871.130.940.920.670.640.900.61

OctaneBench

System Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 4.00System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97060120180240300Min: 65.4 / Avg: 317.93 / Max: 352.5Min: 51.3 / Avg: 309.41 / Max: 334.9Min: 45.5 / Avg: 209.09 / Max: 231Min: 121.8 / Avg: 226.41 / Max: 250.5Min: 41.2 / Avg: 115.65 / Max: 129.1Min: 43.1 / Avg: 151.54 / Max: 171.8Min: 47.2 / Avg: 125.73 / Max: 146.8Min: 48.4 / Avg: 230.98 / Max: 269.7Min: 45.7 / Avg: 160.64 / Max: 178.7Min: 55.2 / Avg: 212.35 / Max: 234.3Min: 90.1 / Avg: 173.09 / Max: 195.7Min: 48.2 / Avg: 181.09 / Max: 206.3Min: 84.5 / Avg: 156.44 / Max: 186.9

Rodinia

Test: OpenCL Particle Filter

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+10000.991.982.973.964.95SE +/- 0.06, N = 5SE +/- 0.01, N = 34.404.121. (CXX) g++ options: -O2 -lOpenCL

SHOC Scalable HeterOgeneous Computing

Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: OpenCL - Benchmark: FFT SPNVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-CoreDual TITAN RTX stockDual TITAN RTX OC - GPU+150,Mem+1000400800120016002000SE +/- 3.79, N = 3SE +/- 0.37, N = 3SE +/- 0.17, N = 31570157816971. (CXX) g++ options: -O2 -lSHOCCommon -std=c++14 -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

System Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringTITAN RTXRTX 2080 TiRTX 2070GTX 1080 TiGTX 1060GTX 960GTX 1070GTX 1070 TiRTX 2080GTX 1080GTX 980 TiGTX 980RTX 2060GTX 97070140210280350Min: 48.2 / Avg: 267.56 / Max: 369.7Min: 48.8 / Avg: 259.03 / Max: 374.7Min: 44 / Avg: 182.56 / Max: 316.7Min: 52.4 / Avg: 222.48 / Max: 379.7Min: 41.2 / Avg: 130.15 / Max: 264.7Min: 42.9 / Avg: 136.46 / Max: 265.4Min: 43.1 / Avg: 157.95 / Max: 279.9Min: 46.8 / Avg: 137.25 / Max: 256.2Min: 46.4 / Avg: 198.17 / Max: 338Min: 45.3 / Avg: 167.73 / Max: 316Min: 52.3 / Avg: 211.41 / Max: 362.6Min: 49.6 / Avg: 181.05 / Max: 319.5Min: 46.3 / Avg: 164.46 / Max: 304.2Min: 48.9 / Avg: 166.06 / Max: 306.2

Phoronix Test Suite v10.8.5