NVIDIA GeForce RTX 3080 Linux Benchmarks

Some benchmarks by Michael Larabel for a future article of the NVIDIA GeForce RTX 3080 graphics card on Ubuntu Linux. These are the RTX 3080 OpenCL / Vulkan / CUDA compute benchmarks.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2010061-PTS-GPUCOMPU18
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

BLAS (Basic Linear Algebra Sub-Routine) Tests 3 Tests
C++ Boost Tests 2 Tests
CPU Massive 3 Tests
HPC - High Performance Computing 5 Tests
Machine Learning 4 Tests
NVIDIA GPU Compute 14 Tests
OpenCL 2 Tests
Python Tests 2 Tests
Vulkan Compute 3 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs
No Box Plots
On Line Graphs With Missing Data, Connect The Line Gaps

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs
Condense Test Profiles With Multiple Version Results Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
GTX 980
September 07 2020
  1 Hour, 50 Minutes
GTX 980 Ti
September 07 2020
  1 Hour, 36 Minutes
GTX TITAN X
September 09 2020
  56 Minutes
GTX 1060
September 08 2020
  2 Hours, 14 Minutes
GTX 1070
September 07 2020
  2 Hours, 1 Minute
GTX 1070 Ti
September 06 2020
  1 Hour, 37 Minutes
GTX 1080
September 07 2020
  1 Hour, 48 Minutes
GTX 1650
September 09 2020
  2 Hours, 42 Minutes
GTX 1650 SUPER
September 08 2020
  2 Hours, 25 Minutes
GTX 1660
September 09 2020
  2 Hours, 6 Minutes
GTX 1660 SUPER
September 07 2020
  1 Hour, 49 Minutes
GTX 1660 Ti
September 09 2020
  2 Hours, 4 Minutes
RTX 2060
September 08 2020
  1 Hour, 47 Minutes
RTX 2060 SUPER
September 09 2020
  1 Hour, 22 Minutes
RTX 2070
September 09 2020
  1 Hour, 30 Minutes
RTX 2070 SUPER
September 08 2020
  1 Hour, 32 Minutes
RTX 2080
September 08 2020
  1 Hour, 32 Minutes
RTX 2080 SUPER
September 08 2020
  1 Hour, 30 Minutes
RTX 2080 Ti
September 07 2020
  1 Hour, 30 Minutes
TITAN RTX
September 06 2020
  1 Hour, 17 Minutes
RTX 3080
October 05 2020
  1 Hour, 17 Minutes
Invert Hiding All Results Option
  1 Hour, 44 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


NVIDIA GeForce RTX 3080 Linux BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkAudioOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionTITAN RTXGTX 1070 TiGTX 1660 SUPERGTX 980GTX 1070GTX 1080GTX 980 TiRTX 2080 TiGTX 1060RTX 2060GTX 1650 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2070RTX 2060 SUPERGTX 1660 TiGTX 1660GTX 1650GTX TITAN XRTX 3080AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600NVIDIA TITAN RTX 24GB (420/405MHz)DELL P2415QRealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-45-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 450.664.6.0OpenCL 1.2 CUDA 11.0.2281.2.133GCC 9.3.0 + CUDA 11.0ext43840x2160Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz)NVIDIA GeForce GTX 980 4GB (1126/3505MHz)NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (615/405MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (450/405MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz)eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz)ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz)ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz)NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz)2000GB Corsair Force MP600 + 2000GBNVIDIA GeForce RTX 3080 10GB (1710/9501MHz)NVIDIA Device 1aef5.4.0-48-generic (x86_64)NVIDIA 455.23.05OpenCL 1.2 CUDA 11.1.701.2.142GCC 9.3.0 + CUDA 11.1OpenBenchmarking.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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --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=auto --with-tune=generic --without-cuda-driver -vProcessor Details- Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013OpenCL Details- TITAN RTX: GPU Compute Cores: 4608- GTX 1070 Ti: GPU Compute Cores: 2432- GTX 1660 SUPER: GPU Compute Cores: 1408- GTX 980: GPU Compute Cores: 2048- GTX 1070: GPU Compute Cores: 1920- GTX 1080: GPU Compute Cores: 2560- GTX 980 Ti: GPU Compute Cores: 2816- RTX 2080 Ti: GPU Compute Cores: 4352- GTX 1060: GPU Compute Cores: 1280- RTX 2060: GPU Compute Cores: 1920- GTX 1650 SUPER: GPU Compute Cores: 1280- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2080: GPU Compute Cores: 2944- RTX 2070: GPU Compute Cores: 2304- RTX 2060 SUPER: GPU Compute Cores: 2176- GTX 1660 Ti: GPU Compute Cores: 1536- GTX 1660: GPU Compute Cores: 1408- GTX 1650: GPU Compute Cores: 896- GTX TITAN X: GPU Compute Cores: 3072- RTX 3080: GPU Compute Cores: 8704Python Details- Python 3.8.2Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

TITAN RTXGTX 1070 TiGTX 1660 SUPERGTX 980GTX 1070GTX 1080GTX 980 TiRTX 2080 TiGTX 1060RTX 2060GTX 1650 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2070RTX 2060 SUPERGTX 1660 TiGTX 1660GTX 1650GTX TITAN XRTX 3080Result OverviewPhoronix Test Suite100%309%517%726%935%LeelaChessZeroclpeakMixbenchLuxCoreRender OpenCLcl-memFinanceBenchPlaidMLArrayFireFAHBenchGROMACSNAMD CUDA

NVIDIA GeForce RTX 3080 Linux Benchmarksfahbench: gromacs-gpu: Water Benchmarknamd-cuda: ATPase Simulation - 327,506 Atomsmixbench: OpenCL - Single Precisionmixbench: OpenCL - Double Precisionmixbench: OpenCL - Integermixbench: NVIDIA CUDA - Single Precisionluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: DLSCluxcorerender-cl: Rainbow Colors and Prismluxcorerender-cl: Foodarrayfire: Conjugate Gradient OpenCLclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTfinancebench: Black-Scholes OpenCLplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: No - Training - Mobilenet - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLlczero: OpenCLcl-mem: Readcl-mem: Writecl-mem: Copyredshift: geekbench: GPU OpenCLgeekbench: GPU Vulkangeekbench: GPU NVIDIA CUDAvkfft: caffe: AlexNet - NVIDIA CUDA - 1000caffe: GoogleNet - NVIDIA CUDA - 1000ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - yolov4-tinyrealsr-ncnn: 4x - Yesrealsr-ncnn: 4x - NoTITAN RTXGTX 1070 TiGTX 1660 SUPERGTX 980GTX 1070GTX 1080GTX 980 TiRTX 2080 TiGTX 1060RTX 2060GTX 1650 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2070RTX 2060 SUPERGTX 1660 TiGTX 1660GTX 1650GTX TITAN XRTX 3080292.15937.1170.1919515032.47454.3716979.9915103.614.995.9812.732.231.666530.7914178.85548.2613783.935.7012856.83198.372544.67227.30775.6922424567.7491.7322.7235158281134998171133402108899.7428086.0137.13934.2590.223007018.90241.992157.316647.942.242.555.380.983.814198.186788.40242.702076.457.2981485.7899.641070.90108.23331.849947206.2198.2184.1731135.60734.6290.231775462.59144.305432.405440.742.262.635.611.092.642276.354440.23172.494280.5515.2711380.68111.391080.11100.51298.777366296.6240.7240.27561873318988.451531.015.42.759.41120.14817.538102.36683.2710.335664683.96159.331389.901.631.935.110.784.904165.294472.77159.721306.5112.1011053.4980.47810.5082.21228.466265165.3159.1145.01002139.49744.0520.240226476.92224.822019.086174.802.122.466.620.924.077197.206093.02223.601695.798.9681392.46103.791052.64108.46314.839750206.2199.5183.375548445516834539814.983.849.15102.78715.374151.56794.6340.224268520.97296.662655.588182.722.132.454.230.993.387223.148218.62298.462430.556.9811665.7299.821154.13112.28398.8212662229.6225.6207.47415605166570515632088715.043.788.84116.45217.214115.77533.8570.291385844.90197.441711.032.002.366.590.923.622264.745512.89197.231612.529.5961290.4889.281029.3699.84267.888283266.0245.9217.8766290.72497.1360.1908216061.09436.8116323.9414734.034.755.6712.332.231.677506.9013536.25522.2213629.376.0202751.85187.732406.16212.11753.7521839545.7449.5324.0247151183131964163086378479190.0828295.05.601.617.7744.9868.260102.26833.1810.309574355.28150.481354.144167.411.531.785.410.655.000147.664110.71150.681275.1213.340987.0783.52775.7379.13227.235933154.4148.1138.510543738038241341591291620.205.4010.52143.94920.543178.47125.4160.206357222.28194.807275.337339.392.793.347.971.172.659276.945417.55232.175356.8412.5551719.71125.331285.58125.23390.0710290297.4258.7239.44688131474474841852121714962.340090.111.082.438.7486.37213.40082.05214.1220.262114943.06132.754975.184993.921.361.612.730.814.445156.864123.66157.984128.3916.5777851080.4377.10740.1773.17269.175151167.0145.8143.812155768753171585301307326241.160241.221.552.9510.67186.17925.658221.72846.2490.196259630.83259.119696.389754.993.694.4410.211.902.071369.628540.73308.868484.418.2632287.03154.741712.75149.69500.2614730396.8322.9292.1349105052940621106562807011802.632852.98.472.068.3063.86310.615248.01186.5720.1932911758.65315.0311752.1111685.953.624.389.141.931.900405.9210264.38376.3210266.726.8112432.73158.821815.92159.79588.0417501437.6352.9301.73241218651070021297553136410587.431775.17.631.938.1254.8409.463235.53416.5360.1926510812.52290.1310930.5610845.363.554.329.241.872.075369.239161.18345.119141.237.6572322.39154.351726.60151.99544.5415442396.5338.1290.0341111738983651190492898711920.633111.28.051.988.2260.36010.061199.87195.8650.203628357.96226.658362.868435.233.494.1710.981.302.097369.307265.91267.797133.7710.2541996.60153.031575.65147.87444.8412311396.9328.5284.43769199283900988372704412436.735643.39.642.248.4275.43712.007200.76645.7890.200578159.15222.158218.028264.663.544.2011.321.332.083368.947034.77261.896930.2110.4982012.37154.811585.76146.90438.2612335396.8341.3288.03772701812606.435693.310.312.228.5476.37312.129138.55784.7890.228005821.19155.785803.635888.782.112.515.011.073.068234.914778.23184.344734.3614.3851427.43108.061038.8698.99313.087733251.2223.9211.17876797661834690681821319731.650755.715.332.749.45117.67417.150125.61584.4120.242905259.29141.255303.515313.332.202.565.580.994.541158.154543.64168.564338.6715.2591199.6697.94858.9087.25289.425895163.9157.3145.98965920153827606621376523202.258658.416.983.059.92138.72119.89375.81353.2530.345033441.3691.773466.723474.171.511.733.930.676.808105.312673.64109.202641.3824.145285814.5065.59573.6759.37201.273101108.7104.499.21400395383691440144949534685.079748.824.153.7411.95215.51829.372123.18974.0810.271036463.10221.881911.012.092.506.470.983.917246.436121.76219.421757.819.3231369.2093.031106.29105.39294.109066243.5237.6214.4316.95377.7480.1824530624.58450.4716843.9728823.897.899.9222.234.051.566661.8329515.51543.7315397.614.8363546.80240.443041.40259.011013.5028982672.9642.5355.3165198050157832215842516257715.4924355.24.321.557.4234.7046.879OpenBenchmarking.org

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 2.3.2RTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX70140210280350SE +/- 0.14, N = 3SE +/- 0.31, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.42, N = 3SE +/- 0.32, N = 3SE +/- 0.34, N = 3SE +/- 0.92, N = 3SE +/- 0.82, N = 3SE +/- 1.06, N = 3SE +/- 0.21, N = 3SE +/- 0.54, N = 3SE +/- 0.16, N = 3SE +/- 1.17, N = 3SE +/- 0.33, N = 3SE +/- 0.41, N = 3SE +/- 0.46, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.85, N = 3316.95123.1975.81125.62138.56200.77199.87235.53248.01221.7382.05178.47102.27290.72115.78151.57139.50102.37135.61137.14292.16
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX60120180240300Min: 316.69 / Avg: 316.95 / Max: 317.19Min: 122.8 / Avg: 123.19 / Max: 123.81Min: 75.72 / Avg: 75.81 / Max: 75.87Min: 125.48 / Avg: 125.62 / Max: 125.81Min: 137.75 / Avg: 138.56 / Max: 139.18Min: 200.2 / Avg: 200.77 / Max: 201.3Min: 199.24 / Avg: 199.87 / Max: 200.4Min: 233.79 / Avg: 235.53 / Max: 236.94Min: 246.79 / Avg: 248.01 / Max: 249.58Min: 219.94 / Avg: 221.73 / Max: 223.62Min: 81.73 / Avg: 82.05 / Max: 82.45Min: 177.63 / Avg: 178.47 / Max: 179.47Min: 101.96 / Avg: 102.27 / Max: 102.47Min: 289.14 / Avg: 290.72 / Max: 293Min: 115.39 / Avg: 115.78 / Max: 116.42Min: 150.99 / Avg: 151.57 / Max: 152.35Min: 138.85 / Avg: 139.5 / Max: 140.38Min: 102.08 / Avg: 102.37 / Max: 102.57Min: 135.37 / Avg: 135.61 / Max: 135.94Min: 137.05 / Avg: 137.14 / Max: 137.24Min: 290.54 / Avg: 292.16 / Max: 293.39

GROMACS

The CUDA version of the Gromacs molecular dynamics package. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX246810SE +/- 0.013, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 3SE +/- 0.010, N = 3SE +/- 0.006, N = 3SE +/- 0.016, N = 3SE +/- 0.013, N = 3SE +/- 0.015, N = 3SE +/- 0.041, N = 3SE +/- 0.008, N = 3SE +/- 0.004, N = 3SE +/- 0.008, N = 3SE +/- 0.003, N = 3SE +/- 0.020, N = 2SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.007, N = 3SE +/- 0.002, N = 3SE +/- 0.005, N = 37.7484.0813.2534.4124.7895.7895.8656.5366.5726.2494.1225.4163.1817.1363.8574.6344.0523.2714.6294.2597.1171. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX3691215Min: 7.73 / Avg: 7.75 / Max: 7.77Min: 4.07 / Avg: 4.08 / Max: 4.09Min: 3.25 / Avg: 3.25 / Max: 3.26Min: 4.39 / Avg: 4.41 / Max: 4.42Min: 4.78 / Avg: 4.79 / Max: 4.8Min: 5.77 / Avg: 5.79 / Max: 5.82Min: 5.84 / Avg: 5.87 / Max: 5.88Min: 6.51 / Avg: 6.54 / Max: 6.56Min: 6.49 / Avg: 6.57 / Max: 6.62Min: 6.24 / Avg: 6.25 / Max: 6.26Min: 4.12 / Avg: 4.12 / Max: 4.13Min: 5.4 / Avg: 5.42 / Max: 5.43Min: 3.18 / Avg: 3.18 / Max: 3.19Min: 7.12 / Avg: 7.14 / Max: 7.16Min: 3.85 / Avg: 3.86 / Max: 3.86Min: 4.63 / Avg: 4.63 / Max: 4.64Min: 4.05 / Avg: 4.05 / Max: 4.06Min: 3.27 / Avg: 3.27 / Max: 3.28Min: 4.62 / Avg: 4.63 / Max: 4.64Min: 4.26 / Avg: 4.26 / Max: 4.26Min: 7.11 / Avg: 7.12 / Max: 7.131. (CXX) g++ options: -O3 -lpthread -ldl -lrt -lm

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 2.14ATPase Simulation - 327,506 AtomsRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX0.07760.15520.23280.31040.388SE +/- 0.00062, N = 4SE +/- 0.00182, N = 4SE +/- 0.00088, N = 3SE +/- 0.00142, N = 4SE +/- 0.00217, N = 4SE +/- 0.00060, N = 4SE +/- 0.00191, N = 4SE +/- 0.00054, N = 4SE +/- 0.00097, N = 4SE +/- 0.00025, N = 4SE +/- 0.00061, N = 4SE +/- 0.00144, N = 4SE +/- 0.00077, N = 3SE +/- 0.00046, N = 4SE +/- 0.00163, N = 4SE +/- 0.00174, N = 4SE +/- 0.00276, N = 4SE +/- 0.00291, N = 3SE +/- 0.00026, N = 4SE +/- 0.00101, N = 4SE +/- 0.00134, N = 40.182450.271030.345030.242900.228000.200570.203620.192650.193290.196250.262110.206350.309570.190820.291380.224260.240220.335660.231770.223000.19195
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX12345Min: 0.18 / Avg: 0.18 / Max: 0.18Min: 0.27 / Avg: 0.27 / Max: 0.28Min: 0.34 / Avg: 0.35 / Max: 0.35Min: 0.24 / Avg: 0.24 / Max: 0.25Min: 0.22 / Avg: 0.23 / Max: 0.23Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.2 / Avg: 0.2 / Max: 0.21Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.26 / Avg: 0.26 / Max: 0.26Min: 0.2 / Avg: 0.21 / Max: 0.21Min: 0.31 / Avg: 0.31 / Max: 0.31Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.29 / Avg: 0.29 / Max: 0.29Min: 0.22 / Avg: 0.22 / Max: 0.23Min: 0.24 / Avg: 0.24 / Max: 0.25Min: 0.33 / Avg: 0.34 / Max: 0.34Min: 0.23 / Avg: 0.23 / Max: 0.23Min: 0.22 / Avg: 0.22 / Max: 0.23Min: 0.19 / Avg: 0.19 / Max: 0.19

Mixbench

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

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single PrecisionRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX7K14K21K28K35KSE +/- 587.89, N = 15SE +/- 9.14, N = 14SE +/- 0.54, N = 12SE +/- 5.87, N = 13SE +/- 6.62, N = 13SE +/- 2.35, N = 13SE +/- 10.00, N = 13SE +/- 14.62, N = 14SE +/- 8.02, N = 14SE +/- 4.39, N = 14SE +/- 1.39, N = 13SE +/- 6.45, N = 13SE +/- 2.22, N = 13SE +/- 66.33, N = 15SE +/- 4.87, N = 13SE +/- 11.17, N = 14SE +/- 12.17, N = 15SE +/- 23.81, N = 15SE +/- 8.38, N = 13SE +/- 2.95, N = 12SE +/- 619.26, N = 1530624.586463.103441.365259.295821.198159.158357.9610812.5211758.659630.834943.067222.284355.2816061.095844.908520.976476.924683.965462.597018.9015032.471. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single PrecisionRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX5K10K15K20K25KMin: 28252.07 / Avg: 30624.58 / Max: 32768Min: 6434.75 / Avg: 6463.1 / Max: 6543Min: 3437.54 / Avg: 3441.36 / Max: 3444.1Min: 5233.49 / Avg: 5259.29 / Max: 5276.82Min: 5787.44 / Avg: 5821.19 / Max: 5845.87Min: 8136.49 / Avg: 8159.15 / Max: 8168.12Min: 8300.71 / Avg: 8357.96 / Max: 8397.78Min: 10730.49 / Avg: 10812.52 / Max: 10870.57Min: 11689.84 / Avg: 11758.65 / Max: 11783.04Min: 9591.32 / Avg: 9630.83 / Max: 9644.46Min: 4936.26 / Avg: 4943.06 / Max: 4949.3Min: 7180.78 / Avg: 7222.28 / Max: 7274.59Min: 4343.7 / Avg: 4355.28 / Max: 4365.1Min: 15137.74 / Avg: 16061.09 / Max: 16162.96Min: 5807.37 / Avg: 5844.9 / Max: 5860.52Min: 8464.24 / Avg: 8520.97 / Max: 8585.97Min: 6326.68 / Avg: 6476.92 / Max: 6508.09Min: 4351.85 / Avg: 4683.96 / Max: 4719.42Min: 5406.17 / Avg: 5462.59 / Max: 5486.06Min: 6998.33 / Avg: 7018.9 / Max: 7030.71Min: 12178.67 / Avg: 15032.47 / Max: 16964.251. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double PrecisionRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX100200300400500SE +/- 0.26, N = 14SE +/- 0.07, N = 14SE +/- 0.01, N = 12SE +/- 0.14, N = 13SE +/- 0.12, N = 13SE +/- 0.01, N = 13SE +/- 0.11, N = 15SE +/- 0.56, N = 14SE +/- 0.08, N = 15SE +/- 0.00, N = 14SE +/- 0.15, N = 13SE +/- 0.00, N = 13SE +/- 0.23, N = 13SE +/- 0.56, N = 15SE +/- 0.12, N = 13SE +/- 0.15, N = 14SE +/- 0.06, N = 13SE +/- 0.18, N = 13SE +/- 0.22, N = 13SE +/- 0.08, N = 14SE +/- 1.13, N = 14450.47221.8891.77141.25155.78222.15226.65290.13315.03259.11132.75194.80150.48436.81197.44296.66224.82159.33144.30241.99454.371. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double PrecisionRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX80160240320400Min: 448.86 / Avg: 450.47 / Max: 451.07Min: 221.19 / Avg: 221.88 / Max: 222.46Min: 91.66 / Avg: 91.77 / Max: 91.79Min: 140.48 / Avg: 141.25 / Max: 141.62Min: 154.73 / Avg: 155.78 / Max: 156.08Min: 222.08 / Avg: 222.15 / Max: 222.19Min: 225.08 / Avg: 226.65 / Max: 226.79Min: 284.75 / Avg: 290.13 / Max: 291.94Min: 313.92 / Avg: 315.03 / Max: 315.14Min: 259.1 / Avg: 259.11 / Max: 259.12Min: 131.89 / Avg: 132.75 / Max: 133.21Min: 194.79 / Avg: 194.8 / Max: 194.8Min: 149.21 / Avg: 150.48 / Max: 151.63Min: 428.97 / Avg: 436.81 / Max: 437.49Min: 196.79 / Avg: 197.44 / Max: 197.93Min: 295.86 / Avg: 296.66 / Max: 297.19Min: 224.49 / Avg: 224.82 / Max: 225.04Min: 157.8 / Avg: 159.33 / Max: 159.8Min: 142.68 / Avg: 144.3 / Max: 144.94Min: 241.49 / Avg: 241.99 / Max: 242.62Min: 445.15 / Avg: 454.37 / Max: 456.591. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: IntegerRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX4K8K12K16K20KSE +/- 14.02, N = 14SE +/- 1.23, N = 14SE +/- 0.52, N = 12SE +/- 0.61, N = 13SE +/- 50.53, N = 15SE +/- 2.40, N = 13SE +/- 1.82, N = 13SE +/- 1.20, N = 14SE +/- 11.48, N = 14SE +/- 1.47, N = 14SE +/- 0.38, N = 13SE +/- 14.13, N = 13SE +/- 2.70, N = 14SE +/- 11.06, N = 14SE +/- 1.27, N = 13SE +/- 6.51, N = 15SE +/- 0.96, N = 13SE +/- 5.50, N = 15SE +/- 7.30, N = 13SE +/- 0.83, N = 14SE +/- 63.55, N = 1516843.971911.013466.725303.515803.638218.028362.8610930.5611752.119696.384975.187275.331354.1416323.941711.032655.582019.081389.905432.402157.3116979.991. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: IntegerRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX3K6K9K12K15KMin: 16744.05 / Avg: 16843.97 / Max: 16877.49Min: 1903.14 / Avg: 1911.01 / Max: 1916.34Min: 3462.23 / Avg: 3466.72 / Max: 3469.66Min: 5298.76 / Avg: 5303.51 / Max: 5308.12Min: 5253.22 / Avg: 5803.63 / Max: 5881.73Min: 8200.87 / Avg: 8218.02 / Max: 8232.24Min: 8354.86 / Avg: 8362.86 / Max: 8372.03Min: 10921.11 / Avg: 10930.56 / Max: 10939.77Min: 11715.04 / Avg: 11752.11 / Max: 11847.14Min: 9685.79 / Avg: 9696.38 / Max: 9703.26Min: 4973.09 / Avg: 4975.18 / Max: 4976.5Min: 7220.78 / Avg: 7275.33 / Max: 7334.5Min: 1329.06 / Avg: 1354.14 / Max: 1360.06Min: 16219.98 / Avg: 16323.94 / Max: 16376.52Min: 1703.62 / Avg: 1711.03 / Max: 1717.81Min: 2571.51 / Avg: 2655.58 / Max: 2672.49Min: 2014.86 / Avg: 2019.08 / Max: 2026.03Min: 1313.52 / Avg: 1389.9 / Max: 1398.05Min: 5360.33 / Avg: 5432.4 / Max: 5482.71Min: 2152.09 / Avg: 2157.31 / Max: 2163.73Min: 16101.52 / Avg: 16979.99 / Max: 17151.41. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070GTX 1660 SUPERGTX 1070 TiTITAN RTX6K12K18K24K30KSE +/- 498.75, N = 15SE +/- 0.12, N = 12SE +/- 0.26, N = 13SE +/- 2.28, N = 13SE +/- 0.94, N = 14SE +/- 0.92, N = 14SE +/- 56.09, N = 15SE +/- 134.69, N = 15SE +/- 5.98, N = 14SE +/- 0.29, N = 13SE +/- 3.59, N = 13SE +/- 1.19, N = 9SE +/- 556.93, N = 15SE +/- 3.04, N = 11SE +/- 30.05, N = 15SE +/- 0.25, N = 13SE +/- 2.31, N = 11SE +/- 595.40, N = 1528823.893474.175313.335888.788264.668435.2310845.3611685.959754.994993.927339.394167.4114734.038182.726174.805440.746647.9415103.611. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070GTX 1660 SUPERGTX 1070 TiTITAN RTX5K10K15K20K25KMin: 27377.82 / Avg: 28823.89 / Max: 31716.95Min: 3473.56 / Avg: 3474.17 / Max: 3474.57Min: 5311.11 / Avg: 5313.33 / Max: 5314.67Min: 5873.77 / Avg: 5888.78 / Max: 5898.24Min: 8256.38 / Avg: 8264.66 / Max: 8268.82Min: 8430.02 / Avg: 8435.23 / Max: 8438.75Min: 10061.34 / Avg: 10845.36 / Max: 10917.57Min: 9911.36 / Avg: 11685.95 / Max: 11871.46Min: 9711.14 / Avg: 9754.99 / Max: 9772.18Min: 4992.25 / Avg: 4993.92 / Max: 4995.82Min: 7324.21 / Avg: 7339.39 / Max: 7357.98Min: 4160.15 / Avg: 4167.41 / Max: 4171.21Min: 11528.74 / Avg: 14734.03 / Max: 16387.99Min: 8164.15 / Avg: 8182.72 / Max: 8196.87Min: 5754.87 / Avg: 6174.8 / Max: 6219.08Min: 5440.12 / Avg: 5440.74 / Max: 5442.66Min: 6636.64 / Avg: 6647.94 / Max: 6662.7Min: 12306.27 / Avg: 15103.61 / Max: 17114.841. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

LuxCoreRender OpenCL

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on OpenCL accelerators/GPUs. The alternative luxcorerender test profile is for CPU execution due to a difference in tests, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX246810SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 37.892.091.512.202.113.543.493.553.623.691.362.791.534.752.002.132.121.632.262.244.99
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX3691215Min: 7.76 / Avg: 7.89 / Max: 8.07Min: 2.08 / Avg: 2.09 / Max: 2.11Min: 1.51 / Avg: 1.51 / Max: 1.51Min: 2.2 / Avg: 2.2 / Max: 2.22Min: 2.09 / Avg: 2.11 / Max: 2.14Min: 3.49 / Avg: 3.54 / Max: 3.59Min: 3.44 / Avg: 3.49 / Max: 3.51Min: 3.51 / Avg: 3.55 / Max: 3.58Min: 3.57 / Avg: 3.62 / Max: 3.67Min: 3.64 / Avg: 3.69 / Max: 3.72Min: 1.34 / Avg: 1.36 / Max: 1.37Min: 2.78 / Avg: 2.79 / Max: 2.8Min: 1.5 / Avg: 1.53 / Max: 1.54Min: 4.72 / Avg: 4.75 / Max: 4.77Min: 1.99 / Avg: 2 / Max: 2.01Min: 2.12 / Avg: 2.13 / Max: 2.13Min: 2.09 / Avg: 2.12 / Max: 2.14Min: 1.62 / Avg: 1.63 / Max: 1.64Min: 2.22 / Avg: 2.26 / Max: 2.28Min: 2.23 / Avg: 2.24 / Max: 2.25Min: 4.95 / Avg: 4.99 / Max: 5.02

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX3691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 39.922.501.732.562.514.204.174.324.384.441.613.341.785.672.362.452.461.932.632.555.98
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX3691215Min: 9.9 / Avg: 9.92 / Max: 9.93Min: 2.49 / Avg: 2.5 / Max: 2.5Min: 1.73 / Avg: 1.73 / Max: 1.73Min: 2.56 / Avg: 2.56 / Max: 2.56Min: 2.51 / Avg: 2.51 / Max: 2.51Min: 4.2 / Avg: 4.2 / Max: 4.21Min: 4.16 / Avg: 4.17 / Max: 4.17Min: 4.32 / Avg: 4.32 / Max: 4.32Min: 4.37 / Avg: 4.38 / Max: 4.4Min: 4.43 / Avg: 4.44 / Max: 4.45Min: 1.61 / Avg: 1.61 / Max: 1.62Min: 3.33 / Avg: 3.34 / Max: 3.35Min: 1.77 / Avg: 1.78 / Max: 1.78Min: 5.66 / Avg: 5.67 / Max: 5.69Min: 2.36 / Avg: 2.36 / Max: 2.36Min: 2.44 / Avg: 2.45 / Max: 2.45Min: 2.46 / Avg: 2.46 / Max: 2.47Min: 1.92 / Avg: 1.93 / Max: 1.94Min: 2.63 / Avg: 2.63 / Max: 2.63Min: 2.55 / Avg: 2.55 / Max: 2.56Min: 5.97 / Avg: 5.98 / Max: 5.99

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX510152025SE +/- 0.04, N = 5SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 4SE +/- 0.02, N = 4SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 12SE +/- 0.18, N = 422.236.473.935.585.0111.3210.989.249.1410.212.737.975.4112.336.594.236.625.115.615.3812.73
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX510152025Min: 22.15 / Avg: 22.23 / Max: 22.34Min: 6.46 / Avg: 6.47 / Max: 6.48Min: 3.93 / Avg: 3.93 / Max: 3.94Min: 5.56 / Avg: 5.58 / Max: 5.6Min: 4.99 / Avg: 5.01 / Max: 5.03Min: 11.08 / Avg: 11.32 / Max: 11.45Min: 10.92 / Avg: 10.98 / Max: 11.02Min: 9.22 / Avg: 9.24 / Max: 9.28Min: 9.13 / Avg: 9.14 / Max: 9.16Min: 10.13 / Avg: 10.21 / Max: 10.27Min: 2.72 / Avg: 2.73 / Max: 2.73Min: 7.96 / Avg: 7.97 / Max: 7.99Min: 5.39 / Avg: 5.41 / Max: 5.43Min: 12.29 / Avg: 12.33 / Max: 12.37Min: 6.57 / Avg: 6.59 / Max: 6.62Min: 4.22 / Avg: 4.23 / Max: 4.24Min: 6.59 / Avg: 6.62 / Max: 6.64Min: 5.09 / Avg: 5.11 / Max: 5.13Min: 5.53 / Avg: 5.61 / Max: 5.65Min: 3.99 / Avg: 5.38 / Max: 5.54Min: 12.51 / Avg: 12.73 / Max: 13.29

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX0.91131.82262.73393.64524.5565SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 34.050.980.670.991.071.331.301.871.931.900.811.170.652.230.920.990.920.781.090.982.23
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX246810Min: 3.97 / Avg: 4.05 / Max: 4.13Min: 0.98 / Avg: 0.98 / Max: 0.99Min: 0.67 / Avg: 0.67 / Max: 0.67Min: 0.98 / Avg: 0.99 / Max: 1.01Min: 1.06 / Avg: 1.07 / Max: 1.07Min: 1.32 / Avg: 1.33 / Max: 1.33Min: 1.28 / Avg: 1.3 / Max: 1.31Min: 1.8 / Avg: 1.87 / Max: 1.91Min: 1.91 / Avg: 1.93 / Max: 1.96Min: 1.9 / Avg: 1.9 / Max: 1.9Min: 0.81 / Avg: 0.81 / Max: 0.81Min: 1.14 / Avg: 1.17 / Max: 1.21Min: 0.64 / Avg: 0.65 / Max: 0.66Min: 2.23 / Avg: 2.23 / Max: 2.24Min: 0.91 / Avg: 0.92 / Max: 0.93Min: 0.98 / Avg: 0.99 / Max: 0.99Min: 0.92 / Avg: 0.92 / Max: 0.93Min: 0.78 / Avg: 0.78 / Max: 0.78Min: 1.08 / Avg: 1.09 / Max: 1.1Min: 0.97 / Avg: 0.98 / Max: 0.99Min: 2.19 / Avg: 2.23 / Max: 2.26

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX246810SE +/- 0.002, N = 10SE +/- 0.007, N = 10SE +/- 0.003, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.003, N = 10SE +/- 0.005, N = 10SE +/- 0.006, N = 10SE +/- 0.002, N = 10SE +/- 0.004, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 101.5663.9176.8084.5413.0682.0832.0972.0751.9002.0714.4452.6595.0001.6773.6223.3874.0774.9042.6423.8141.6661. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX3691215Min: 1.56 / Avg: 1.57 / Max: 1.58Min: 3.89 / Avg: 3.92 / Max: 3.96Min: 6.79 / Avg: 6.81 / Max: 6.82Min: 4.53 / Avg: 4.54 / Max: 4.55Min: 3.06 / Avg: 3.07 / Max: 3.07Min: 2.08 / Avg: 2.08 / Max: 2.09Min: 2.09 / Avg: 2.1 / Max: 2.1Min: 2.07 / Avg: 2.07 / Max: 2.08Min: 1.9 / Avg: 1.9 / Max: 1.9Min: 2.07 / Avg: 2.07 / Max: 2.08Min: 4.44 / Avg: 4.45 / Max: 4.46Min: 2.65 / Avg: 2.66 / Max: 2.67Min: 4.98 / Avg: 5 / Max: 5.02Min: 1.65 / Avg: 1.68 / Max: 1.7Min: 3.6 / Avg: 3.62 / Max: 3.65Min: 3.38 / Avg: 3.39 / Max: 3.4Min: 4.05 / Avg: 4.08 / Max: 4.1Min: 4.89 / Avg: 4.9 / Max: 4.92Min: 2.64 / Avg: 2.64 / Max: 2.65Min: 3.81 / Avg: 3.81 / Max: 3.82Min: 1.66 / Avg: 1.67 / Max: 1.671. (CXX) g++ options: -rdynamic

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 BandwidthRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX140280420560700SE +/- 0.35, N = 12SE +/- 0.09, N = 9SE +/- 0.06, N = 12SE +/- 0.06, N = 11SE +/- 0.12, N = 12SE +/- 0.06, N = 13SE +/- 0.05, N = 13SE +/- 0.07, N = 13SE +/- 0.14, N = 13SE +/- 0.10, N = 13SE +/- 0.02, N = 13SE +/- 0.15, N = 12SE +/- 0.04, N = 10SE +/- 0.46, N = 12SE +/- 0.13, N = 15SE +/- 0.11, N = 15SE +/- 0.04, N = 11SE +/- 0.01, N = 13SE +/- 0.16, N = 12SE +/- 0.01, N = 11SE +/- 0.05, N = 13661.83246.43105.31158.15234.91368.94369.30369.23405.92369.62156.86276.94147.66506.90264.74223.14197.20165.29276.35198.18530.791. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX120240360480600Min: 659.09 / Avg: 661.83 / Max: 662.53Min: 246 / Avg: 246.43 / Max: 246.77Min: 104.73 / Avg: 105.31 / Max: 105.46Min: 157.76 / Avg: 158.15 / Max: 158.36Min: 233.81 / Avg: 234.91 / Max: 235.32Min: 368.57 / Avg: 368.94 / Max: 369.14Min: 369.04 / Avg: 369.3 / Max: 369.5Min: 368.94 / Avg: 369.23 / Max: 369.61Min: 404.58 / Avg: 405.92 / Max: 406.34Min: 369.1 / Avg: 369.62 / Max: 370.16Min: 156.71 / Avg: 156.86 / Max: 156.97Min: 276.33 / Avg: 276.94 / Max: 277.63Min: 147.58 / Avg: 147.66 / Max: 147.99Min: 505.13 / Avg: 506.9 / Max: 508.84Min: 262.88 / Avg: 264.74 / Max: 264.96Min: 222.64 / Avg: 223.14 / Max: 224.58Min: 196.98 / Avg: 197.2 / Max: 197.59Min: 165.2 / Avg: 165.29 / Max: 165.36Min: 274.83 / Avg: 276.35 / Max: 276.66Min: 198.13 / Avg: 198.18 / Max: 198.2Min: 530.37 / Avg: 530.79 / Max: 5311. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX6K12K18K24K30KSE +/- 79.77, N = 13SE +/- 71.02, N = 15SE +/- 21.41, N = 13SE +/- 27.06, N = 12SE +/- 56.79, N = 15SE +/- 85.70, N = 15SE +/- 92.93, N = 15SE +/- 73.37, N = 15SE +/- 38.81, N = 13SE +/- 77.74, N = 15SE +/- 49.35, N = 15SE +/- 67.09, N = 15SE +/- 76.28, N = 15SE +/- 177.79, N = 15SE +/- 62.62, N = 15SE +/- 104.59, N = 15SE +/- 112.12, N = 15SE +/- 36.45, N = 13SE +/- 43.47, N = 15SE +/- 3.15, N = 13SE +/- 206.22, N = 1529515.516121.762673.644543.644778.237034.777265.919161.1810264.388540.734123.665417.554110.7113536.255512.898218.626093.024472.774440.236788.4014178.851. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX5K10K15K20K25KMin: 29167.03 / Avg: 29515.51 / Max: 30094.8Min: 5368.74 / Avg: 6121.76 / Max: 6299.92Min: 2626.45 / Avg: 2673.64 / Max: 2864.62Min: 4452.11 / Avg: 4543.64 / Max: 4727.1Min: 4534.8 / Avg: 4778.23 / Max: 5098.46Min: 6596.86 / Avg: 7034.77 / Max: 7543.3Min: 6738.72 / Avg: 7265.91 / Max: 7744.52Min: 8859.67 / Avg: 9161.18 / Max: 9801.34Min: 10085.04 / Avg: 10264.38 / Max: 10461.07Min: 8196.73 / Avg: 8540.73 / Max: 8985.76Min: 3887.29 / Avg: 4123.66 / Max: 4434.26Min: 5199.48 / Avg: 5417.55 / Max: 5881.03Min: 3360.76 / Avg: 4110.71 / Max: 4231.56Min: 12651.37 / Avg: 13536.25 / Max: 14735.6Min: 4893.69 / Avg: 5512.89 / Max: 5610.7Min: 7145.97 / Avg: 8218.62 / Max: 8375.93Min: 5022.96 / Avg: 6093.02 / Max: 6275.67Min: 4126.83 / Avg: 4472.77 / Max: 4527.47Min: 4300.76 / Avg: 4440.23 / Max: 4845.79Min: 6756.9 / Avg: 6788.4 / Max: 6797.27Min: 13053.04 / Avg: 14178.85 / Max: 15383.981. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX120240360480600SE +/- 1.37, N = 3SE +/- 0.14, N = 3SE +/- 0.27, N = 3SE +/- 0.01, N = 3SE +/- 0.46, N = 3SE +/- 0.69, N = 3SE +/- 0.71, N = 3SE +/- 0.91, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 3SE +/- 0.23, N = 3SE +/- 1.30, N = 3SE +/- 0.11, N = 3SE +/- 0.60, N = 3SE +/- 0.38, N = 4SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 1.32, N = 3543.73219.42109.20168.56184.34261.89267.79345.11376.32308.86157.98232.17150.68522.22197.23298.46223.60159.72172.49242.70548.261. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX100200300400500Min: 541 / Avg: 543.73 / Max: 545.22Min: 219.16 / Avg: 219.42 / Max: 219.65Min: 108.93 / Avg: 109.2 / Max: 109.75Min: 168.55 / Avg: 168.56 / Max: 168.58Min: 183.87 / Avg: 184.34 / Max: 185.26Min: 260.52 / Avg: 261.89 / Max: 262.59Min: 267.07 / Avg: 267.79 / Max: 269.21Min: 344.19 / Avg: 345.11 / Max: 346.93Min: 376.29 / Avg: 376.32 / Max: 376.38Min: 308.86 / Avg: 308.86 / Max: 308.87Min: 157.98 / Avg: 157.98 / Max: 157.99Min: 231.56 / Avg: 232.17 / Max: 233.32Min: 150.22 / Avg: 150.68 / Max: 150.92Min: 520.92 / Avg: 522.22 / Max: 524.83Min: 197.09 / Avg: 197.23 / Max: 197.45Min: 297.3 / Avg: 298.46 / Max: 299.29Min: 222.47 / Avg: 223.6 / Max: 224.11Min: 159.66 / Avg: 159.72 / Max: 159.78Min: 172.45 / Avg: 172.49 / Max: 172.53Min: 242.59 / Avg: 242.7 / Max: 242.77Min: 546.92 / Avg: 548.26 / Max: 550.91. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX3K6K9K12K15KSE +/- 111.94, N = 12SE +/- 10.01, N = 9SE +/- 1.93, N = 13SE +/- 10.20, N = 12SE +/- 49.36, N = 15SE +/- 81.72, N = 15SE +/- 83.63, N = 15SE +/- 51.79, N = 12SE +/- 58.52, N = 13SE +/- 66.40, N = 12SE +/- 41.07, N = 15SE +/- 65.66, N = 15SE +/- 10.83, N = 15SE +/- 23.37, N = 12SE +/- 8.22, N = 9SE +/- 7.00, N = 10SE +/- 6.03, N = 12SE +/- 1.81, N = 8SE +/- 6.44, N = 12SE +/- 0.30, N = 10SE +/- 169.21, N = 1515397.611757.812641.384338.674734.366930.217133.779141.2310266.728484.414128.395356.841275.1213629.371612.522430.551695.791306.514280.552076.4513783.931. (CXX) g++ options: -O3 -rdynamic -lOpenCL
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX3K6K9K12K15KMin: 14753.37 / Avg: 15397.61 / Max: 16023.75Min: 1701.86 / Avg: 1757.81 / Max: 1784.5Min: 2628.87 / Avg: 2641.38 / Max: 2650.1Min: 4283.9 / Avg: 4338.67 / Max: 4398.68Min: 4517.57 / Avg: 4734.36 / Max: 5103.61Min: 6532.62 / Avg: 6930.21 / Max: 7425.68Min: 6703.03 / Avg: 7133.77 / Max: 7537.98Min: 8891.04 / Avg: 9141.23 / Max: 9406.11Min: 10043.08 / Avg: 10266.72 / Max: 10765.68Min: 8209.89 / Avg: 8484.41 / Max: 8929.36Min: 3892.13 / Avg: 4128.39 / Max: 4392.65Min: 5176.74 / Avg: 5356.84 / Max: 5876Min: 1162.41 / Avg: 1275.12 / Max: 1295.35Min: 13468.38 / Avg: 13629.37 / Max: 13737.35Min: 1550.61 / Avg: 1612.52 / Max: 1630.4Min: 2396.12 / Avg: 2430.55 / Max: 2459.26Min: 1661.45 / Avg: 1695.79 / Max: 1720.52Min: 1298.32 / Avg: 1306.51 / Max: 1311.76Min: 4246.47 / Avg: 4280.55 / Max: 4314.36Min: 2074.6 / Avg: 2076.45 / Max: 2077.81Min: 12860.87 / Avg: 13783.93 / Max: 14873.541. (CXX) g++ options: -O3 -rdynamic -lOpenCL

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX612182430SE +/- 0.002609, N = 15SE +/- 0.004731, N = 14SE +/- 0.002491, N = 14SE +/- 0.001244, N = 14SE +/- 0.001932, N = 14SE +/- 0.015324, N = 15SE +/- 0.001589, N = 14SE +/- 0.001547, N = 14SE +/- 0.003249, N = 15SE +/- 0.014259, N = 15SE +/- 0.001228, N = 14SE +/- 0.000959, N = 14SE +/- 0.317433, N = 15SE +/- 0.001717, N = 14SE +/- 0.156028, N = 15SE +/- 0.003290, N = 15SE +/- 0.209293, N = 15SE +/- 0.022523, N = 15SE +/- 0.001295, N = 14SE +/- 0.003359, N = 15SE +/- 0.001983, N = 154.8360009.32300024.14528515.25900014.38500010.49800010.2540007.6570006.8110008.26300016.57778512.55500013.3400006.0200009.5960006.9810008.96800012.10100015.2710007.2980005.7010001. (CXX) g++ options: -O3 -lOpenCL
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX612182430Min: 4.83 / Avg: 4.84 / Max: 4.87Min: 9.31 / Avg: 9.32 / Max: 9.37Min: 24.13 / Avg: 24.15 / Max: 24.16Min: 15.25 / Avg: 15.26 / Max: 15.27Min: 14.37 / Avg: 14.38 / Max: 14.4Min: 10.47 / Avg: 10.5 / Max: 10.71Min: 10.25 / Avg: 10.25 / Max: 10.27Min: 7.65 / Avg: 7.66 / Max: 7.67Min: 6.8 / Avg: 6.81 / Max: 6.86Min: 8.24 / Avg: 8.26 / Max: 8.46Min: 16.57 / Avg: 16.58 / Max: 16.59Min: 12.55 / Avg: 12.56 / Max: 12.56Min: 11.37 / Avg: 13.34 / Max: 14.11Min: 6.01 / Avg: 6.02 / Max: 6.03Min: 8.85 / Avg: 9.6 / Max: 10.08Min: 6.97 / Avg: 6.98 / Max: 7.03Min: 7.99 / Avg: 8.97 / Max: 9.62Min: 12.06 / Avg: 12.1 / Max: 12.37Min: 15.26 / Avg: 15.27 / Max: 15.28Min: 7.29 / Avg: 7.3 / Max: 7.34Min: 5.7 / Avg: 5.7 / Max: 5.721. (CXX) g++ options: -O3 -lOpenCL

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX8001600240032004000SE +/- 1.36, N = 8SE +/- 3.21, N = 7SE +/- 0.63, N = 7SE +/- 1.27, N = 7SE +/- 1.12, N = 7SE +/- 3.83, N = 8SE +/- 3.47, N = 8SE +/- 2.80, N = 7SE +/- 6.26, N = 8SE +/- 2.51, N = 8SE +/- 0.88, N = 6SE +/- 0.92, N = 7SE +/- 2.10, N = 6SE +/- 1.82, N = 7SE +/- 2.34, N = 5SE +/- 1.79, N = 7SE +/- 3.20, N = 7SE +/- 0.78, N = 6SE +/- 0.83, N = 7SE +/- 0.31, N = 7SE +/- 1.27, N = 83546.801369.20814.501199.661427.432012.371996.602322.392432.732287.031080.431719.71987.072751.851290.481665.721392.461053.491380.681485.782856.83
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX6001200180024003000Min: 3539.77 / Avg: 3546.8 / Max: 3550.5Min: 1357.16 / Avg: 1369.2 / Max: 1376.75Min: 811.31 / Avg: 814.5 / Max: 816.66Min: 1194.87 / Avg: 1199.66 / Max: 1204.98Min: 1424.01 / Avg: 1427.43 / Max: 1431.61Min: 1998.75 / Avg: 2012.37 / Max: 2025.53Min: 1981.73 / Avg: 1996.6 / Max: 2009.37Min: 2314.5 / Avg: 2322.39 / Max: 2335.95Min: 2398.65 / Avg: 2432.73 / Max: 2459.46Min: 2273.36 / Avg: 2287.03 / Max: 2295.04Min: 1077.51 / Avg: 1080.43 / Max: 1082.71Min: 1716.32 / Avg: 1719.71 / Max: 1722.12Min: 976.63 / Avg: 987.07 / Max: 989.74Min: 2741.61 / Avg: 2751.85 / Max: 2756.36Min: 1283.86 / Avg: 1290.48 / Max: 1296.28Min: 1658.7 / Avg: 1665.72 / Max: 1670.17Min: 1379.18 / Avg: 1392.46 / Max: 1400.32Min: 1050.63 / Avg: 1053.49 / Max: 1055.35Min: 1376.62 / Avg: 1380.68 / Max: 1383.28Min: 1484.81 / Avg: 1485.78 / Max: 1486.91Min: 2852.42 / Avg: 2856.83 / Max: 2860.57

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX50100150200250SE +/- 0.40, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3240.4493.0365.5997.94108.06154.81153.03154.35158.82154.7477.10125.3383.52187.7389.2899.82103.7980.47111.3999.64198.37
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX4080120160200Min: 239.93 / Avg: 240.44 / Max: 241.24Min: 92.76 / Avg: 93.03 / Max: 93.39Min: 65.52 / Avg: 65.59 / Max: 65.68Min: 97.89 / Avg: 97.94 / Max: 98Min: 108 / Avg: 108.06 / Max: 108.17Min: 154.57 / Avg: 154.81 / Max: 155.05Min: 152.81 / Avg: 153.03 / Max: 153.36Min: 154.04 / Avg: 154.35 / Max: 154.73Min: 158.63 / Avg: 158.82 / Max: 158.93Min: 154.55 / Avg: 154.74 / Max: 154.92Min: 77.06 / Avg: 77.1 / Max: 77.17Min: 125.19 / Avg: 125.33 / Max: 125.48Min: 83.43 / Avg: 83.52 / Max: 83.64Min: 187.37 / Avg: 187.73 / Max: 188Min: 89.16 / Avg: 89.28 / Max: 89.43Min: 99.65 / Avg: 99.82 / Max: 100.04Min: 103.68 / Avg: 103.79 / Max: 103.89Min: 80.45 / Avg: 80.47 / Max: 80.48Min: 111.25 / Avg: 111.39 / Max: 111.47Min: 99.57 / Avg: 99.64 / Max: 99.73Min: 197.97 / Avg: 198.37 / Max: 198.7

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX7001400210028003500SE +/- 2.93, N = 9SE +/- 0.79, N = 8SE +/- 0.31, N = 7SE +/- 0.61, N = 7SE +/- 0.87, N = 8SE +/- 1.35, N = 8SE +/- 1.79, N = 8SE +/- 1.77, N = 8SE +/- 1.80, N = 9SE +/- 1.66, N = 8SE +/- 0.61, N = 7SE +/- 2.01, N = 8SE +/- 0.68, N = 7SE +/- 1.58, N = 8SE +/- 0.66, N = 8SE +/- 0.60, N = 8SE +/- 1.14, N = 8SE +/- 0.69, N = 7SE +/- 1.11, N = 8SE +/- 0.27, N = 8SE +/- 2.36, N = 83041.401106.29573.67858.901038.861585.761575.651726.601815.921712.75740.171285.58775.732406.161029.361154.131052.64810.501080.111070.902544.67
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX5001000150020002500Min: 3029.68 / Avg: 3041.4 / Max: 3054.23Min: 1101.55 / Avg: 1106.29 / Max: 1108.51Min: 572.74 / Avg: 573.67 / Max: 575.01Min: 856.55 / Avg: 858.9 / Max: 860.92Min: 1035.07 / Avg: 1038.86 / Max: 1042.45Min: 1579.66 / Avg: 1585.76 / Max: 1590.93Min: 1565.44 / Avg: 1575.65 / Max: 1580.95Min: 1720.68 / Avg: 1726.6 / Max: 1734.36Min: 1809.19 / Avg: 1815.92 / Max: 1826.11Min: 1704.57 / Avg: 1712.75 / Max: 1718.48Min: 737.9 / Avg: 740.17 / Max: 742.12Min: 1278.32 / Avg: 1285.58 / Max: 1292.93Min: 773.01 / Avg: 775.73 / Max: 777.23Min: 2399.25 / Avg: 2406.16 / Max: 2415.37Min: 1025.14 / Avg: 1029.36 / Max: 1030.97Min: 1150.95 / Avg: 1154.13 / Max: 1156.54Min: 1046.13 / Avg: 1052.64 / Max: 1055.16Min: 807.47 / Avg: 810.5 / Max: 812.36Min: 1074.81 / Avg: 1080.11 / Max: 1086.26Min: 1069.71 / Avg: 1070.9 / Max: 1071.92Min: 2534.25 / Avg: 2544.67 / Max: 2554.18

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX60120180240300SE +/- 0.35, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.25, N = 3259.01105.3959.3787.2598.99146.90147.87151.99159.79149.6973.17125.2379.13212.1199.84112.28108.4682.21100.51108.23227.30
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX50100150200250Min: 258.35 / Avg: 259.01 / Max: 259.53Min: 105.31 / Avg: 105.39 / Max: 105.51Min: 59.35 / Avg: 59.37 / Max: 59.4Min: 87.17 / Avg: 87.25 / Max: 87.38Min: 98.86 / Avg: 98.99 / Max: 99.13Min: 146.73 / Avg: 146.9 / Max: 147.04Min: 147.68 / Avg: 147.87 / Max: 148.08Min: 151.81 / Avg: 151.99 / Max: 152.11Min: 159.57 / Avg: 159.79 / Max: 159.97Min: 149.5 / Avg: 149.69 / Max: 149.9Min: 73.16 / Avg: 73.17 / Max: 73.18Min: 125.15 / Avg: 125.23 / Max: 125.36Min: 79.1 / Avg: 79.13 / Max: 79.16Min: 211.7 / Avg: 212.11 / Max: 212.41Min: 99.66 / Avg: 99.84 / Max: 99.98Min: 112.19 / Avg: 112.28 / Max: 112.42Min: 108.37 / Avg: 108.46 / Max: 108.52Min: 81.91 / Avg: 82.21 / Max: 82.38Min: 100.41 / Avg: 100.51 / Max: 100.58Min: 108.22 / Avg: 108.23 / Max: 108.24Min: 227 / Avg: 227.3 / Max: 227.79

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX2004006008001000SE +/- 1.06, N = 6SE +/- 0.30, N = 4SE +/- 0.34, N = 4SE +/- 0.07, N = 4SE +/- 0.06, N = 4SE +/- 0.28, N = 5SE +/- 0.29, N = 5SE +/- 0.58, N = 5SE +/- 0.50, N = 5SE +/- 0.28, N = 5SE +/- 0.08, N = 4SE +/- 0.19, N = 4SE +/- 0.09, N = 4SE +/- 1.41, N = 5SE +/- 0.57, N = 4SE +/- 0.35, N = 4SE +/- 0.44, N = 4SE +/- 0.41, N = 4SE +/- 0.17, N = 4SE +/- 0.07, N = 4SE +/- 0.80, N = 51013.50294.10201.27289.42313.08438.26444.84544.54588.04500.26269.17390.07227.23753.75267.88398.82314.83228.46298.77331.84775.69
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX2004006008001000Min: 1010.65 / Avg: 1013.5 / Max: 1016.67Min: 293.42 / Avg: 294.1 / Max: 294.77Min: 200.61 / Avg: 201.27 / Max: 201.88Min: 289.22 / Avg: 289.42 / Max: 289.55Min: 312.94 / Avg: 313.08 / Max: 313.24Min: 437.29 / Avg: 438.26 / Max: 438.71Min: 443.74 / Avg: 444.84 / Max: 445.39Min: 543.17 / Avg: 544.54 / Max: 546.48Min: 586.57 / Avg: 588.04 / Max: 589.18Min: 499.37 / Avg: 500.26 / Max: 500.9Min: 269.05 / Avg: 269.17 / Max: 269.4Min: 389.53 / Avg: 390.07 / Max: 390.38Min: 226.97 / Avg: 227.23 / Max: 227.37Min: 749.42 / Avg: 753.75 / Max: 757.08Min: 266.4 / Avg: 267.88 / Max: 268.79Min: 397.78 / Avg: 398.82 / Max: 399.29Min: 313.79 / Avg: 314.83 / Max: 315.93Min: 227.26 / Avg: 228.46 / Max: 229.09Min: 298.47 / Avg: 298.77 / Max: 299.18Min: 331.71 / Avg: 331.84 / Max: 332.03Min: 773.99 / Avg: 775.69 / Max: 778.59

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 0.26Backend: OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX6K12K18K24K30KSE +/- 105.81, N = 3SE +/- 27.94, N = 3SE +/- 6.17, N = 3SE +/- 3.38, N = 3SE +/- 56.77, N = 3SE +/- 61.94, N = 3SE +/- 70.73, N = 3SE +/- 77.45, N = 3SE +/- 79.08, N = 3SE +/- 28.58, N = 3SE +/- 19.16, N = 3SE +/- 64.75, N = 3SE +/- 28.32, N = 3SE +/- 55.16, N = 3SE +/- 28.99, N = 3SE +/- 57.21, N = 3SE +/- 85.75, N = 3SE +/- 43.89, N = 3SE +/- 54.30, N = 3SE +/- 20.50, N = 328982906631015895773312335123111544217501147305151102905933218398283126629750626573669947224241. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX5K10K15K20K25KMin: 28834 / Avg: 28982 / Max: 29187Min: 9026 / Avg: 9066.33 / Max: 9120Min: 3092 / Avg: 3101.33 / Max: 3113Min: 5891 / Avg: 5895.33 / Max: 5902Min: 7656 / Avg: 7733.33 / Max: 7844Min: 12249 / Avg: 12334.67 / Max: 12455Min: 12189 / Avg: 12311 / Max: 12434Min: 15353 / Avg: 15441.67 / Max: 15596Min: 17408 / Avg: 17500.67 / Max: 17658Min: 14681 / Avg: 14730 / Max: 14780Min: 5116 / Avg: 5151 / Max: 5182Min: 10175 / Avg: 10290.33 / Max: 10399Min: 5883 / Avg: 5933.33 / Max: 5981Min: 21745 / Avg: 21839 / Max: 21936Min: 8228 / Avg: 8283.33 / Max: 8326Min: 12565 / Avg: 12661.67 / Max: 12763Min: 9585 / Avg: 9750 / Max: 9873Min: 6190 / Avg: 6265 / Max: 6342Min: 7274 / Avg: 7366.33 / Max: 7462Min: 22388 / Avg: 22424 / Max: 224591. (CXX) g++ options: -flto -pthread

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: ReadRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX150300450600750SE +/- 0.17, N = 9SE +/- 0.20, N = 6SE +/- 0.04, N = 4SE +/- 0.02, N = 5SE +/- 0.07, N = 6SE +/- 0.13, N = 8SE +/- 0.10, N = 8SE +/- 0.42, N = 8SE +/- 0.11, N = 8SE +/- 0.09, N = 8SE +/- 0.04, N = 5SE +/- 0.08, N = 7SE +/- 0.02, N = 5SE +/- 0.13, N = 8SE +/- 0.17, N = 6SE +/- 0.08, N = 6SE +/- 0.03, N = 6SE +/- 0.08, N = 5SE +/- 0.07, N = 7SE +/- 0.03, N = 6SE +/- 0.13, N = 9672.9243.5108.7163.9251.2396.8396.9396.5437.6396.8167.0297.4154.4545.7266.0229.6206.2165.3296.6206.2567.71. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX120240360480600Min: 672.2 / Avg: 672.92 / Max: 673.6Min: 242.7 / Avg: 243.47 / Max: 244Min: 108.6 / Avg: 108.7 / Max: 108.8Min: 163.9 / Avg: 163.92 / Max: 164Min: 250.9 / Avg: 251.23 / Max: 251.3Min: 396.3 / Avg: 396.78 / Max: 397.1Min: 396.5 / Avg: 396.85 / Max: 397.1Min: 393.6 / Avg: 396.51 / Max: 397.1Min: 437.2 / Avg: 437.63 / Max: 437.9Min: 396.5 / Avg: 396.78 / Max: 397.1Min: 166.9 / Avg: 167.02 / Max: 167.1Min: 297.1 / Avg: 297.37 / Max: 297.6Min: 154.4 / Avg: 154.44 / Max: 154.5Min: 544.9 / Avg: 545.65 / Max: 546Min: 265.2 / Avg: 265.95 / Max: 266.3Min: 229.3 / Avg: 229.55 / Max: 229.8Min: 206.1 / Avg: 206.18 / Max: 206.3Min: 165.1 / Avg: 165.34 / Max: 165.5Min: 296.4 / Avg: 296.61 / Max: 296.8Min: 206.1 / Avg: 206.23 / Max: 206.3Min: 567.2 / Avg: 567.68 / Max: 568.21. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX140280420560700SE +/- 0.40, N = 9SE +/- 0.08, N = 6SE +/- 0.02, N = 4SE +/- 0.04, N = 5SE +/- 0.14, N = 6SE +/- 0.29, N = 8SE +/- 0.29, N = 8SE +/- 0.51, N = 8SE +/- 0.27, N = 8SE +/- 0.29, N = 8SE +/- 0.04, N = 5SE +/- 0.46, N = 7SE +/- 0.02, N = 5SE +/- 0.21, N = 8SE +/- 0.14, N = 6SE +/- 0.09, N = 6SE +/- 0.03, N = 6SE +/- 0.20, N = 5SE +/- 0.36, N = 7SE +/- 0.03, N = 6SE +/- 0.97, N = 9642.5237.6104.4157.3223.9341.3328.5338.1352.9322.9145.8258.7148.1449.5245.9225.6199.5159.1240.7198.2491.71. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX110220330440550Min: 641.1 / Avg: 642.53 / Max: 644.5Min: 237.3 / Avg: 237.58 / Max: 237.9Min: 104.4 / Avg: 104.43 / Max: 104.5Min: 157.2 / Avg: 157.34 / Max: 157.4Min: 223.4 / Avg: 223.87 / Max: 224.2Min: 340.3 / Avg: 341.33 / Max: 342.5Min: 327.5 / Avg: 328.5 / Max: 329.8Min: 335.9 / Avg: 338.08 / Max: 340Min: 351.8 / Avg: 352.94 / Max: 354.2Min: 321.4 / Avg: 322.91 / Max: 324Min: 145.7 / Avg: 145.76 / Max: 145.9Min: 257.2 / Avg: 258.71 / Max: 260.6Min: 148.1 / Avg: 148.14 / Max: 148.2Min: 448.9 / Avg: 449.46 / Max: 450.4Min: 245.3 / Avg: 245.85 / Max: 246.2Min: 225.3 / Avg: 225.55 / Max: 225.9Min: 199.4 / Avg: 199.52 / Max: 199.6Min: 158.6 / Avg: 159.14 / Max: 159.5Min: 239.5 / Avg: 240.66 / Max: 241.7Min: 198.1 / Avg: 198.2 / Max: 198.3Min: 487.8 / Avg: 491.68 / Max: 495.21. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX80160240320400SE +/- 0.14, N = 9SE +/- 0.11, N = 6SE +/- 0.00, N = 4SE +/- 0.17, N = 5SE +/- 0.06, N = 6SE +/- 0.06, N = 8SE +/- 0.09, N = 8SE +/- 0.06, N = 8SE +/- 0.05, N = 8SE +/- 0.07, N = 8SE +/- 0.00, N = 5SE +/- 0.06, N = 7SE +/- 0.02, N = 5SE +/- 0.10, N = 8SE +/- 0.07, N = 6SE +/- 0.02, N = 6SE +/- 0.02, N = 6SE +/- 0.02, N = 5SE +/- 0.05, N = 7SE +/- 0.03, N = 6SE +/- 0.08, N = 9355.3214.499.2145.9211.1288.0284.4290.0301.7292.1143.8239.4138.5324.0217.8207.4183.3145.0240.2184.1322.71. (CC) gcc options: -O2 -flto -lOpenCL
OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX60120180240300Min: 354.2 / Avg: 355.26 / Max: 355.7Min: 214.2 / Avg: 214.42 / Max: 214.8Min: 99.2 / Avg: 99.2 / Max: 99.2Min: 145.4 / Avg: 145.88 / Max: 146.4Min: 210.8 / Avg: 211.05 / Max: 211.2Min: 287.8 / Avg: 288.03 / Max: 288.3Min: 283.9 / Avg: 284.38 / Max: 284.7Min: 289.8 / Avg: 289.96 / Max: 290.2Min: 301.4 / Avg: 301.69 / Max: 301.8Min: 291.7 / Avg: 292.05 / Max: 292.3Min: 143.8 / Avg: 143.8 / Max: 143.8Min: 239.2 / Avg: 239.36 / Max: 239.6Min: 138.5 / Avg: 138.52 / Max: 138.6Min: 323.7 / Avg: 324.01 / Max: 324.4Min: 217.7 / Avg: 217.82 / Max: 218.1Min: 207.4 / Avg: 207.43 / Max: 207.5Min: 183.2 / Avg: 183.27 / Max: 183.3Min: 145 / Avg: 145.04 / Max: 145.1Min: 240 / Avg: 240.16 / Max: 240.3Min: 184 / Avg: 184.1 / Max: 184.2Min: 322.5 / Avg: 322.71 / Max: 323.21. (CC) gcc options: -O2 -flto -lOpenCL

RedShift Demo

This is a test of MAXON's RedShift demo build that currently requires NVIDIA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX30060090012001500SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 1.45, N = 3SE +/- 0.33, N = 3SE +/- 4.37, N = 3SE +/- 0.88, N = 3SE +/- 1.15, N = 3SE +/- 0.88, N = 31651400896787377376341324349121546810542477667417551002756731235
OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX2004006008001000Min: 1400 / Avg: 1400.33 / Max: 1401Min: 895 / Avg: 896 / Max: 897Min: 786 / Avg: 787.33 / Max: 789Min: 375 / Avg: 375.67 / Max: 376Min: 1212 / Avg: 1214.67 / Max: 1217Min: 1054 / Avg: 1054.33 / Max: 1055Min: 761 / Avg: 766.33 / Max: 775Min: 740 / Avg: 741.33 / Max: 743Min: 1000 / Avg: 1002 / Max: 1004Min: 729 / Avg: 730.67 / Max: 732

Geekbench

This is a benchmark of Geekbench 5 Pro. The test profile automates the execution of Geekbench 5 under the Phoronix Test Suite, assuming you have a valid license key for Geekbench 5 Pro. This test will not work without a valid license key for Geekbench Pro. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU OpenCLRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070TITAN RTX40K80K120K160K200KSE +/- 2457.85, N = 3SE +/- 88.72, N = 3SE +/- 465.09, N = 3SE +/- 404.96, N = 3SE +/- 781.11, N = 3SE +/- 1896.71, N = 3SE +/- 1779.71, N = 4SE +/- 470.01, N = 3SE +/- 349.19, N = 3SE +/- 386.36, N = 3SE +/- 154.22, N = 3SE +/- 1122.43, N = 3SE +/- 65.90, N = 3SE +/- 68.74, N = 3SE +/- 587.09, N = 3198050395385920167976919921117381218651050525768781314373801511835605148445158281
OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU OpenCLRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070TITAN RTX30K60K90K120K150KMin: 194488 / Avg: 198050.33 / Max: 202765Min: 39372 / Avg: 39538.33 / Max: 39675Min: 58321 / Avg: 59201 / Max: 59902Min: 67173 / Avg: 67976 / Max: 68469Min: 90435 / Avg: 91992.33 / Max: 92878Min: 108003 / Avg: 111737.67 / Max: 114181Min: 117176 / Avg: 121865.25 / Max: 125163Min: 104256 / Avg: 105051.67 / Max: 105883Min: 57021 / Avg: 57687 / Max: 58202Min: 80623 / Avg: 81314 / Max: 81959Min: 37079 / Avg: 37380.33 / Max: 37588Min: 148946 / Avg: 151182.67 / Max: 152467Min: 55964 / Avg: 56050.67 / Max: 56180Min: 48356 / Avg: 48444.67 / Max: 48580Min: 157497 / Avg: 158281 / Max: 159430

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU VulkanRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070TITAN RTX30K60K90K120K150KSE +/- 1627.30, N = 3SE +/- 69.33, N = 3SE +/- 303.61, N = 3SE +/- 473.86, N = 3SE +/- 776.53, N = 10SE +/- 1355.59, N = 4SE +/- 1115.20, N = 3SE +/- 1305.93, N = 3SE +/- 452.02, N = 3SE +/- 764.50, N = 8SE +/- 92.05, N = 3SE +/- 1275.63, N = 12SE +/- 314.18, N = 3SE +/- 257.26, N = 3SE +/- 1195.06, N = 151578323691453827618348390098365107002940625317174474382411319646657051683134998
OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU VulkanRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070TITAN RTX30K60K90K120K150KMin: 154578 / Avg: 157831.67 / Max: 159526Min: 36827 / Avg: 36914 / Max: 37051Min: 53226 / Avg: 53826.67 / Max: 54204Min: 60893 / Avg: 61833.67 / Max: 62404Min: 77304 / Avg: 83900.3 / Max: 85859Min: 94323 / Avg: 98365.25 / Max: 99963Min: 104773 / Avg: 107002.33 / Max: 108177Min: 91497 / Avg: 94062 / Max: 95771Min: 52276 / Avg: 53171 / Max: 53729Min: 69150 / Avg: 74474.38 / Max: 75501Min: 38104 / Avg: 38241 / Max: 38416Min: 119157 / Avg: 131963.92 / Max: 136074Min: 65967 / Avg: 66569.67 / Max: 67025Min: 51187 / Avg: 51682.67 / Max: 52050Min: 119957 / Avg: 134997.8 / Max: 138676

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU NVIDIA CUDARTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070TITAN RTX50K100K150K200K250KSE +/- 493.64, N = 3SE +/- 92.48, N = 3SE +/- 586.32, N = 3SE +/- 164.65, N = 3SE +/- 296.10, N = 3SE +/- 1027.18, N = 3SE +/- 974.37, N = 3SE +/- 1446.03, N = 3SE +/- 337.91, N = 3SE +/- 231.16, N = 3SE +/- 99.34, N = 3SE +/- 877.98, N = 3SE +/- 130.02, N = 3SE +/- 107.97, N = 3SE +/- 1436.75, N = 3215842401446066269068988371190491297551106565853084185341591630865156345398171133
OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU NVIDIA CUDARTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070TITAN RTX40K80K120K160K200KMin: 215187 / Avg: 215841.67 / Max: 216809Min: 39967 / Avg: 40144 / Max: 40279Min: 59523 / Avg: 60662 / Max: 61473Min: 68805 / Avg: 69067.67 / Max: 69371Min: 98249 / Avg: 98837.33 / Max: 99190Min: 117137 / Avg: 119048.67 / Max: 120656Min: 127871 / Avg: 129754.67 / Max: 131129Min: 108553 / Avg: 110656.33 / Max: 113427Min: 57980 / Avg: 58529.67 / Max: 59145Min: 83739 / Avg: 84184.67 / Max: 84514Min: 33960 / Avg: 34158.67 / Max: 34259Min: 161674 / Avg: 163086 / Max: 164696Min: 51429 / Avg: 51563 / Max: 51823Min: 45281 / Avg: 45398.33 / Max: 45614Min: 168333 / Avg: 171132.67 / Max: 173093

VkFFT

VkFFT is a Fast Fourier Transform (FFT) Library that is GPU accelerated by means of the Vulkan API. The VkFFT benchmark runs FFT performance differences of many different sizes before returning an overall benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29RTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1660 SUPERTITAN RTX11K22K33K44K55KSE +/- 129.94, N = 3SE +/- 12.41, N = 3SE +/- 20.28, N = 3SE +/- 28.10, N = 3SE +/- 39.01, N = 3SE +/- 70.64, N = 3SE +/- 94.29, N = 3SE +/- 9.64, N = 3SE +/- 41.73, N = 3SE +/- 12.06, N = 3SE +/- 47.07, N = 3SE +/- 30.94, N = 3SE +/- 62.20, N = 3SE +/- 41.53, N = 3SE +/- 50.89, N = 3SE +/- 130.48, N = 35162594951376518213270182704428987313642807013073212171291637847208871873340210
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29RTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1660 SUPERTITAN RTX9K18K27K36K45KMin: 51403 / Avg: 51625 / Max: 51853Min: 9473 / Avg: 9494.67 / Max: 9516Min: 13728 / Avg: 13764.67 / Max: 13798Min: 18170 / Avg: 18213.33 / Max: 18266Min: 26970 / Avg: 27017.67 / Max: 27095Min: 26917 / Avg: 27044.33 / Max: 27161Min: 28860 / Avg: 28986.67 / Max: 29171Min: 31346 / Avg: 31364 / Max: 31379Min: 28024 / Avg: 28069.67 / Max: 28153Min: 13049 / Avg: 13073 / Max: 13087Min: 21137 / Avg: 21217.33 / Max: 21300Min: 12881 / Avg: 12916.33 / Max: 12978Min: 37723 / Avg: 37847.33 / Max: 37913Min: 20811 / Avg: 20887 / Max: 20954Min: 18670 / Avg: 18733.33 / Max: 18834Min: 39950 / Avg: 40209.67 / Max: 40362

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000RTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060RTX 2080 TiGTX 1660 SUPERTITAN RTX7K14K21K28K35KSE +/- 3.94, N = 6SE +/- 18.51, N = 3SE +/- 21.62, N = 3SE +/- 19.83, N = 3SE +/- 18.89, N = 3SE +/- 16.23, N = 3SE +/- 19.85, N = 3SE +/- 13.59, N = 3SE +/- 5.92, N = 3SE +/- 18.35, N = 3SE +/- 9.47, N = 3SE +/- 8.23, N = 3SE +/- 19.25, N = 3SE +/- 14.86, N = 37715.4934685.0023202.2019731.6012606.4012436.7011920.6010587.4011802.6026241.1014962.309190.0818988.408899.741. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000RTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060RTX 2080 TiGTX 1660 SUPERTITAN RTX6K12K18K24K30KMin: 7701.6 / Avg: 7715.49 / Max: 7728.62Min: 34649.1 / Avg: 34685 / Max: 34710.8Min: 23162.4 / Avg: 23202.23 / Max: 23236.7Min: 19692.1 / Avg: 19731.6 / Max: 19754.5Min: 12569.1 / Avg: 12606.37 / Max: 12630.4Min: 12415.1 / Avg: 12436.73 / Max: 12468.5Min: 11882.7 / Avg: 11920.57 / Max: 11949.8Min: 10566.3 / Avg: 10587.4 / Max: 10612.8Min: 11792.1 / Avg: 11802.6 / Max: 11812.6Min: 26220.5 / Avg: 26241.1 / Max: 26277.7Min: 14944.9 / Avg: 14962.3 / Max: 14977.5Min: 9178.12 / Avg: 9190.08 / Max: 9205.84Min: 18950.2 / Avg: 18988.4 / Max: 19011.6Min: 8872.31 / Avg: 8899.74 / Max: 8923.361. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000RTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060RTX 2080 TiGTX 1660 SUPERTITAN RTX20K40K60K80K100KSE +/- 33.74, N = 3SE +/- 69.13, N = 3SE +/- 62.61, N = 3SE +/- 89.76, N = 3SE +/- 46.76, N = 3SE +/- 26.53, N = 3SE +/- 71.84, N = 3SE +/- 45.98, N = 3SE +/- 62.18, N = 3SE +/- 83.38, N = 3SE +/- 78.83, N = 3SE +/- 109.27, N = 3SE +/- 55.27, N = 3SE +/- 62.63, N = 324355.279748.858658.450755.735693.335643.333111.231775.132852.960241.240090.128295.051531.028086.01. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000RTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060RTX 2080 TiGTX 1660 SUPERTITAN RTX14K28K42K56K70KMin: 24288 / Avg: 24355.23 / Max: 24393.9Min: 79612.6 / Avg: 79748.83 / Max: 79837.4Min: 58591 / Avg: 58658.4 / Max: 58783.5Min: 50578.1 / Avg: 50755.7 / Max: 50867.2Min: 35606.3 / Avg: 35693.33 / Max: 35766.5Min: 35606.4 / Avg: 35643.33 / Max: 35694.8Min: 32988.5 / Avg: 33111.23 / Max: 33237.3Min: 31719.8 / Avg: 31775.13 / Max: 31866.4Min: 32728.9 / Avg: 32852.93 / Max: 32922.8Min: 60139.6 / Avg: 60241.17 / Max: 60406.5Min: 39936 / Avg: 40090.07 / Max: 40196.1Min: 28169.8 / Avg: 28294.97 / Max: 28512.7Min: 51437.6 / Avg: 51530.97 / Max: 51628.9Min: 27989.9 / Avg: 28085.97 / Max: 28203.61. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16RTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070GTX 1660 SUPER612182430SE +/- 0.05, N = 15SE +/- 0.03, N = 4SE +/- 0.12, N = 7SE +/- 0.09, N = 15SE +/- 0.56, N = 3SE +/- 0.22, N = 3SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.03, N = 15SE +/- 0.27, N = 3SE +/- 0.06, N = 15SE +/- 0.19, N = 4SE +/- 0.03, N = 15SE +/- 0.14, N = 3SE +/- 0.08, N = 15SE +/- 0.17, N = 34.3224.1516.9815.3310.319.648.057.638.4721.5511.0820.205.6015.0414.9815.40MIN: 4.03 / MAX: 23.22MIN: 20.76 / MAX: 40.35MIN: 13.76 / MAX: 35.25MIN: 11.96 / MAX: 34.56MIN: 8.16 / MAX: 30.74MIN: 8.11 / MAX: 22.47MIN: 6.46 / MAX: 29.6MIN: 6.22 / MAX: 25.91MIN: 6.91 / MAX: 29.11MIN: 18.08 / MAX: 36.45MIN: 9.13 / MAX: 28.12MIN: 17.44 / MAX: 36.16MIN: 4.94 / MAX: 24.81MIN: 12.68 / MAX: 29MIN: 12.67 / MAX: 34.22MIN: 11.93 / MAX: 29.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16RTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070GTX 1660 SUPER612182430Min: 4.06 / Avg: 4.32 / Max: 4.52Min: 24.09 / Avg: 24.15 / Max: 24.21Min: 16.53 / Avg: 16.98 / Max: 17.29Min: 14.94 / Avg: 15.33 / Max: 16.04Min: 9.72 / Avg: 10.31 / Max: 11.43Min: 9.2 / Avg: 9.64 / Max: 9.91Min: 7.74 / Avg: 8.05 / Max: 8.49Min: 7.28 / Avg: 7.63 / Max: 8.05Min: 8.3 / Avg: 8.47 / Max: 8.75Min: 21.02 / Avg: 21.55 / Max: 21.83Min: 10.73 / Avg: 11.08 / Max: 11.45Min: 19.66 / Avg: 20.2 / Max: 20.52Min: 5.39 / Avg: 5.6 / Max: 5.88Min: 14.81 / Avg: 15.04 / Max: 15.29Min: 14.51 / Avg: 14.98 / Max: 15.56Min: 15.1 / Avg: 15.43 / Max: 15.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070GTX 1660 SUPER1.2152.433.6454.866.075SE +/- 0.03, N = 14SE +/- 0.03, N = 4SE +/- 0.06, N = 7SE +/- 0.04, N = 15SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.01, N = 14SE +/- 0.03, N = 15SE +/- 0.02, N = 15SE +/- 0.03, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 4SE +/- 0.02, N = 15SE +/- 0.04, N = 3SE +/- 0.04, N = 14SE +/- 0.03, N = 31.553.743.052.742.222.241.981.932.062.952.435.401.613.783.842.75MIN: 1.42 / MAX: 20.55MIN: 3.49 / MAX: 12.03MIN: 2.53 / MAX: 19.08MIN: 2.31 / MAX: 19.31MIN: 1.86 / MAX: 19.29MIN: 1.85 / MAX: 20.96MIN: 1.68 / MAX: 17.34MIN: 1.65 / MAX: 19.09MIN: 1.73 / MAX: 17.39MIN: 2.54 / MAX: 8.09MIN: 2.19 / MAX: 20.63MIN: 4.86 / MAX: 23.33MIN: 1.49 / MAX: 20.34MIN: 3.65 / MAX: 12.79MIN: 3.57 / MAX: 22.74MIN: 2.37 / MAX: 8.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070GTX 1660 SUPER246810Min: 1.45 / Avg: 1.55 / Max: 1.88Min: 3.68 / Avg: 3.74 / Max: 3.81Min: 2.89 / Avg: 3.05 / Max: 3.23Min: 2.61 / Avg: 2.74 / Max: 3.04Min: 2.08 / Avg: 2.22 / Max: 2.46Min: 2.12 / Avg: 2.24 / Max: 2.44Min: 1.93 / Avg: 1.98 / Max: 2.09Min: 1.84 / Avg: 1.93 / Max: 2.27Min: 2 / Avg: 2.06 / Max: 2.36Min: 2.92 / Avg: 2.95 / Max: 3Min: 2.29 / Avg: 2.43 / Max: 2.73Min: 5.37 / Avg: 5.4 / Max: 5.45Min: 1.54 / Avg: 1.61 / Max: 1.91Min: 3.7 / Avg: 3.78 / Max: 3.85Min: 3.65 / Avg: 3.84 / Max: 4.17Min: 2.71 / Avg: 2.75 / Max: 2.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070GTX 1660 SUPER3691215SE +/- 0.04, N = 15SE +/- 0.11, N = 4SE +/- 0.12, N = 7SE +/- 0.04, N = 15SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 15SE +/- 0.08, N = 14SE +/- 0.06, N = 15SE +/- 0.08, N = 3SE +/- 0.05, N = 15SE +/- 0.08, N = 4SE +/- 0.07, N = 15SE +/- 0.11, N = 3SE +/- 0.04, N = 15SE +/- 0.12, N = 37.4211.959.929.458.548.428.228.128.3010.678.7410.527.778.849.159.41MIN: 6.55 / MAX: 43.59MIN: 10.95 / MAX: 47.49MIN: 9.09 / MAX: 47.16MIN: 8.66 / MAX: 44.17MIN: 7.77 / MAX: 45.76MIN: 7.79 / MAX: 44.01MIN: 7.31 / MAX: 46.44MIN: 7.31 / MAX: 43.69MIN: 7.52 / MAX: 45.6MIN: 9.68 / MAX: 43.86MIN: 8.01 / MAX: 44.97MIN: 9.64 / MAX: 43.31MIN: 6.86 / MAX: 44.06MIN: 8.07 / MAX: 41.4MIN: 8.33 / MAX: 43.69MIN: 8.81 / MAX: 42.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070GTX 1660 SUPER3691215Min: 7.28 / Avg: 7.42 / Max: 7.86Min: 11.83 / Avg: 11.95 / Max: 12.27Min: 9.61 / Avg: 9.92 / Max: 10.57Min: 9.12 / Avg: 9.45 / Max: 9.64Min: 8.35 / Avg: 8.54 / Max: 8.69Min: 8.28 / Avg: 8.42 / Max: 8.53Min: 7.96 / Avg: 8.22 / Max: 8.53Min: 7.94 / Avg: 8.12 / Max: 9Min: 8.04 / Avg: 8.3 / Max: 8.69Min: 10.52 / Avg: 10.67 / Max: 10.76Min: 8.48 / Avg: 8.74 / Max: 9Min: 10.28 / Avg: 10.52 / Max: 10.66Min: 7.53 / Avg: 7.77 / Max: 8.45Min: 8.62 / Avg: 8.84 / Max: 8.95Min: 8.86 / Avg: 9.15 / Max: 9.32Min: 9.26 / Avg: 9.41 / Max: 9.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070GTX 1660 SUPER50100150200250SE +/- 0.06, N = 3SE +/- 0.29, N = 3SE +/- 0.27, N = 3SE +/- 0.19, N = 3SE +/- 0.43, N = 3SE +/- 0.56, N = 3SE +/- 0.38, N = 3SE +/- 0.19, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 3SE +/- 0.26, N = 3SE +/- 0.33, N = 3SE +/- 0.23, N = 3SE +/- 0.08, N = 3SE +/- 0.36, N = 3SE +/- 0.07, N = 334.70215.52138.72117.6776.3775.4460.3654.8463.86186.1886.37143.9544.99116.45102.79120.15
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070GTX 1660 SUPER4080120160200Min: 34.59 / Avg: 34.7 / Max: 34.79Min: 214.93 / Avg: 215.52 / Max: 215.83Min: 138.18 / Avg: 138.72 / Max: 138.99Min: 117.3 / Avg: 117.67 / Max: 117.92Min: 75.56 / Avg: 76.37 / Max: 76.98Min: 74.34 / Avg: 75.44 / Max: 76.21Min: 59.62 / Avg: 60.36 / Max: 60.9Min: 54.48 / Avg: 54.84 / Max: 55.12Min: 63.32 / Avg: 63.86 / Max: 64.37Min: 186 / Avg: 186.18 / Max: 186.29Min: 85.85 / Avg: 86.37 / Max: 86.65Min: 143.28 / Avg: 143.95 / Max: 144.31Min: 44.55 / Avg: 44.99 / Max: 45.33Min: 116.29 / Avg: 116.45 / Max: 116.53Min: 102.1 / Avg: 102.79 / Max: 103.33Min: 120 / Avg: 120.15 / Max: 120.24

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070GTX 1660 SUPER714212835SE +/- 0.025, N = 6SE +/- 0.039, N = 3SE +/- 0.045, N = 3SE +/- 0.030, N = 3SE +/- 0.039, N = 4SE +/- 0.039, N = 4SE +/- 0.038, N = 5SE +/- 0.041, N = 5SE +/- 0.034, N = 5SE +/- 0.050, N = 3SE +/- 0.021, N = 4SE +/- 0.020, N = 3SE +/- 0.020, N = 6SE +/- 0.068, N = 3SE +/- 0.035, N = 4SE +/- 0.010, N = 36.87929.37219.89317.15012.12912.00710.0619.46310.61525.65813.40020.5438.26017.21415.37417.538
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3080GTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 1080GTX 1070GTX 1660 SUPER714212835Min: 6.84 / Avg: 6.88 / Max: 7Min: 29.31 / Avg: 29.37 / Max: 29.44Min: 19.81 / Avg: 19.89 / Max: 19.96Min: 17.09 / Avg: 17.15 / Max: 17.19Min: 12.05 / Avg: 12.13 / Max: 12.23Min: 11.93 / Avg: 12.01 / Max: 12.1Min: 9.99 / Avg: 10.06 / Max: 10.21Min: 9.36 / Avg: 9.46 / Max: 9.6Min: 10.53 / Avg: 10.62 / Max: 10.71Min: 25.56 / Avg: 25.66 / Max: 25.72Min: 13.35 / Avg: 13.4 / Max: 13.45Min: 20.51 / Avg: 20.54 / Max: 20.58Min: 8.18 / Avg: 8.26 / Max: 8.29Min: 17.08 / Avg: 17.21 / Max: 17.29Min: 15.3 / Avg: 15.37 / Max: 15.47Min: 17.52 / Avg: 17.54 / Max: 17.56

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERTITAN RTX60120180240300Min: 16.41 / Avg: 179.79 / Max: 321.41Min: 16.01 / Avg: 139.4 / Max: 257.78Min: 5.55 / Avg: 37.62 / Max: 70.94Min: 6.72 / Avg: 45.57 / Max: 122.32Min: 7.22 / Avg: 59.54 / Max: 132.74Min: 9.27 / Avg: 88.74 / Max: 180.97Min: 7.57 / Avg: 85.38 / Max: 180.92Min: 13.71 / Avg: 103.45 / Max: 219.93Min: 8.85 / Avg: 91.93 / Max: 248.16Min: 14.36 / Avg: 96.17 / Max: 217.58Min: 6.47 / Avg: 47.87 / Max: 99.24Min: 9.59 / Avg: 74.07 / Max: 165.3Min: 6.24 / Avg: 64.43 / Max: 128.04Min: 5.74 / Avg: 124.11 / Max: 273.84Min: 15.33 / Avg: 131.28 / Max: 252.57Min: 6.47 / Avg: 92.36 / Max: 196.24Min: 6.84 / Avg: 82.21 / Max: 159.92Min: 15.1 / Avg: 102.77 / Max: 192.38Min: 10.68 / Avg: 67.65 / Max: 128.36Min: 24.02 / Avg: 126.58 / Max: 312.98

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRTX 3080GTX TITAN XGTX 1650GTX 1660GTX 1660 TiRTX 2060 SUPERRTX 2070RTX 2080RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERRTX 2060GTX 1060RTX 2080 TiGTX 980 TiGTX 1080GTX 1070GTX 980GTX 1660 SUPERGTX 1070 TiTITAN RTX1632486480Min: 37 / Avg: 59.32 / Max: 71Min: 32 / Avg: 70.56 / Max: 85Min: 27 / Avg: 49.62 / Max: 67Min: 30 / Avg: 51.27 / Max: 76Min: 29 / Avg: 48.98 / Max: 66Min: 33 / Avg: 53.72 / Max: 74Min: 29 / Avg: 54.87 / Max: 76Min: 28 / Avg: 62.06 / Max: 83Min: 28 / Avg: 49.61 / Max: 73Min: 29 / Avg: 50.76 / Max: 71Min: 30 / Avg: 50.85 / Max: 66Min: 29 / Avg: 51.56 / Max: 73Min: 32 / Avg: 52.77 / Max: 69Min: 29 / Avg: 56.11 / Max: 78Min: 30 / Avg: 70.66 / Max: 85Min: 28 / Avg: 61.17 / Max: 83Min: 29 / Avg: 59.81 / Max: 78Min: 31 / Avg: 65.22 / Max: 80Min: 33 / Avg: 55.48 / Max: 68Min: 32 / Avg: 45.46 / Max: 58Min: 35 / Avg: 55.61 / Max: 78