NVIDIA GeForce RTX Compute

Testing a range of GPU-related benchmarks.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1907100-HV-1907100JO29
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NVIDIA GPU Compute 8 Tests
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Result
Identifier
Performance Per
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Date
Run
  Test
  Duration
GTX 960
January 06 2019
  26 Minutes
GTX 970
January 07 2019
  39 Minutes
GTX 980
January 07 2019
  39 Minutes
GTX 980 Ti
January 07 2019
  56 Minutes
GTX 1060
January 06 2019
  1 Hour, 3 Minutes
GTX 1070
January 06 2019
  56 Minutes
GTX 1070 Ti
January 06 2019
  55 Minutes
GTX 1080
January 07 2019
  54 Minutes
GTX 1080 Ti
January 05 2019
  50 Minutes
RTX 2060
January 07 2019
  56 Minutes
RTX 2070
January 05 2019
  52 Minutes
RTX 2080
January 06 2019
  51 Minutes
RTX 2080 Ti
January 05 2019
  48 Minutes
TITAN RTX
January 05 2019
  47 Minutes
NVIDIA TITAN RTX - AMD Ryzen Threadripper 1920X 12-Core
July 09 2019
  20 Minutes
Dual TITAN RTX stock
July 09 2019
  26 Minutes
Dual TITAN RTX OC - GPU+150,Mem+1000
July 10 2019
  25 Minutes
Invert Hiding All Results Option
  45 Minutes

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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 Computeoctanebench: Total Scoreluxmark: GPU - Microphoneluxmark: GPU - Hotelluxmark: GPU - Luxball HDRfahbench: ngc-tensorflow: Inception v4, FP16v-ray: CUDA GPUngc-tensorflow: Googlenet, FP16ngc-tensorflow: ResNet-50, FP16ngc-tensorflow: ResNet-50, FP32ngc-tensorflow: VGG-16, FP16ngc-tensorflow: VGG-16, FP32ngc-tensorflow: AlexNet, FP32ngc-tensorflow: AlexNet, FP16namd-cuda: ATPase Simulation - 327,506 Atomsrodinia: OpenCL Particle Filterdarktable: Boat - OpenCLcl-mem: Copymixbench: Double Precisiondarktable: Server Room - OpenCLshoc: OpenCL - FFT SPmixbench: Single Precisionclpeak: Global Memory Bandwidthclpeak: Single-Precision FloatTITAN 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+10003203053298054661729315250.191134509244357750270.1913516911528162483052850292024244229413653.111016451207335144250.1912916048506158022051830762542992220189.4365.90636302137208927010.19706827736880252091352355922149119774.3069.95629271131252926620.20436114813271163091.82696426621224110332.13129.1926211655.63106310990.319034362147421242591662673060.950.51207276882.182640132.279974387417060138.9944.7391.1337516176.97150615460.242976406195.196229141.9010272416616886138.7749.2786.3941317584.50158816800.223927025197.256776217.6319595655929149233.08102.0372.71732329151.70237831370.2021310690368.1010368147.088679380613751154.4254.60100.0045519492.40175818540.214308502222.388213141.9411021387116772113.9940.4084.8635615277.03149415520.287205835262.835570110.448674302013198101.11111.460.330874653163.924460162.4913743476021303177.3875.8793.85531243110.17168922190.207427211276.28667396.18782727181171190.17124.710.364904140143.413904146.571118503298244.30162356749984861570270.93147.931139498299247.53165360350390.145904.401.694867.150.751578130281.56158.031224533321267.50177389754580.147784.121.685167.740.76169718774OpenBenchmarking.org

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 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

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: 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

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

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

FAHBench

FAHBench is a Folding@Home benchmark on the GPU. Learn more via the OpenBenchmarking.org test page.

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

NVIDIA GPU Cloud TensorFlow

This test profile uses the NVIDIA GPU Cloud (NGC/nvcr.io) for running the TensorFlow image inside Docker for benchmarking. You must have already signed into NGC for this test profile to work. Learn more via the OpenBenchmarking.org test page.

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

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 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

NVIDIA GPU Cloud TensorFlow

This test profile uses the NVIDIA GPU Cloud (NGC/nvcr.io) for running the TensorFlow image inside Docker for benchmarking. You must have already signed into NGC for this test profile to work. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

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 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

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 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

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: 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

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: 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

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

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

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: 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

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: 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

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

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

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

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

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

System Power Consumption Monitor

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

GPU Temperature Monitor

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

Chaos Group V-RAY

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

LuxMark

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

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

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

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

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

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

FAHBench

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

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

NAMD CUDA

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

OctaneBench

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

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

NVIDIA GPU Cloud TensorFlow

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

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

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

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

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

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

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

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

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

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

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

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

50 Results Shown

OctaneBench
LuxMark:
  GPU - Microphone
  GPU - Hotel
  GPU - Luxball HDR
FAHBench
NVIDIA GPU Cloud TensorFlow
Chaos Group V-RAY
NVIDIA GPU Cloud TensorFlow:
  Googlenet, FP16
  ResNet-50, FP16
  ResNet-50, FP32
  VGG-16, FP16
  VGG-16, FP32
  AlexNet, FP32
  AlexNet, FP16
NAMD CUDA
Rodinia
Darktable
cl-mem
Mixbench
Darktable
SHOC Scalable HeterOgeneous Computing
Mixbench
clpeak:
  Global Memory Bandwidth
  Single-Precision Float
System Power Consumption Monitor:
  Phoronix Test Suite System Monitoring:
    Watts
    Celsius
  System Power Consumption Monitor:
    Watts
    Watts
  GPU - Hotel:
    Score Per Watt
  System Power Consumption Monitor:
    Watts
  GPU - Microphone:
    Score Per Watt
  System Power Consumption Monitor:
    Watts
  GPU - Luxball HDR:
    Score Per Watt
  System Power Consumption Monitor:
    Watts
  :
    Ns Per Day Per Watt
  System Power Consumption Monitor:
    Watts
    Watts
  Total Score:
    Score Per Watt
  System Power Consumption Monitor:
    Watts
  VGG-16, FP16:
    Images Per Second Per Watt
  System Power Consumption Monitor:
    Watts
  Inception v4, FP16:
    Images Per Second Per Watt
  System Power Consumption Monitor:
    Watts
  Googlenet, FP16:
    Images Per Second Per Watt
  System Power Consumption Monitor:
    Watts
  AlexNet, FP32:
    Images Per Second Per Watt
  System Power Consumption Monitor:
    Watts
  AlexNet, FP16:
    Images Per Second Per Watt
  System Power Consumption Monitor:
    Watts
  ResNet-50, FP16:
    Images Per Second Per Watt