March 2021 Linux Vulkan, RT, Compute

AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3204 BIOS) and NVIDIA GeForce RTX 2080 Ti 11GB on Ubuntu 20.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2103089-PTS-MARCH20299&sor&gru.

March 2021 Linux Vulkan, RT, ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionRTX 3060 TiRTX 3080RTX 2080 TiAMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3204 BIOS)AMD Starship/Matisse32GB2000GB Corsair Force MP600 + 2000GBNVIDIA GeForce RTX 3060 Ti 8GBNVIDIA Device 228bASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.105.8.0-44-generic (x86_64)GNOME Shell 3.38.2X Server 1.20.9NVIDIA 460.394.6.0OpenCL 1.2 CUDA 11.2.1361.2.155GCC 10.2.0ext43840x2160NVIDIA GeForce RTX 3080 10GBNVIDIA Device 1aefNVIDIA GeForce RTX 2080 Ti 11GBNVIDIA TU102 HD AudioOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler 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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,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 -v Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009OpenCL Details- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3080: GPU Compute Cores: 8704- RTX 2080 Ti: GPU Compute Cores: 4352Security 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 IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

March 2021 Linux Vulkan, RT, Computevkfft: geexlab-rt: 1920 x 1080geexlab-rt: 2560 x 1440geexlab-rt: 3840 x 2160luxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: DLSCluxcorerender-cl: Rainbow Colors and Prismluxcorerender-cl: Foodlczero: OpenCLfahbench: octanebench: Total Scorev-ray: NVIDIA CUDA GPUv-ray: NVIDIA RTX GPUnamd-cuda: ATPase Simulation - 327,506 Atomsncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - mnasnetvkresample: 2x - Singlerealsr-ncnn: 4x - Yesrealsr-ncnn: 4x - Nowaifu2x-ncnn: 2x - 3 - Yesredshift: blender: BMW27 - NVIDIA OptiXblender: Classroom - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXblender: Pabellon Barcelona - NVIDIA OptiXRTX 3060 TiRTX 3080RTX 2080 Ti3494547.127.313.25.767.0216.892.9222674234.3497379.839022117415350.1541915.895.564.975.157.062.2416.9169.3518.0714.4632.0926.2218.0721.234.9517.64954.3508.8344.39524218.0455.2342.3787.085630780.446.222.57.889.6122.024.0831634317.3252557.254923164621570.1550015.625.624.945.226.562.2317.2569.3718.4314.2532.7826.2817.3321.255.2811.26834.6776.3653.48016611.6936.3424.5056.544231466.339.119.04.525.5111.822.0523232295.2630353.07937392412470.1541015.255.294.965.036.562.2915.9264.4717.5513.5030.6324.7417.2220.784.8214.76345.3108.3653.94324719.6274.8036.34104.15OpenBenchmarking.org

GPU Temperature Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRTX 3060 TiRTX 3080RTX 2080 Ti1530456075Min: 33 / Avg: 58.3 / Max: 71Min: 32 / Avg: 60.5 / Max: 73Min: 34 / Avg: 63.71 / Max: 77

GPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringRTX 3060 TiRTX 2080 TiRTX 308060120180240300Min: 16.34 / Avg: 121.86 / Max: 199.26Min: 21.17 / Avg: 162.79 / Max: 270.71Min: 6.14 / Avg: 195.22 / Max: 320.01

VkFFT

OpenBenchmarking.orgBenchmark Score Per Watt, More Is BetterVkFFT 1.1.1RTX 2080 TiRTX 3060 TiRTX 308090180270360450405.23380.45364.79

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1RTX 3080RTX 2080 TiRTX 3060 Ti12K24K36K48K60KSE +/- 645.06, N = 3SE +/- 87.52, N = 3SE +/- 34.40, N = 35630742314349451. (CXX) g++ options: -O3 -pthread

GeeXLab Vulkan Ray-Tracing Demo

Resolution: 1920 x 1080

OpenBenchmarking.orgFPS, More Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0Resolution: 1920 x 1080RTX 3080RTX 2080 TiRTX 3060 Ti20406080100SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 380.466.347.1

GeeXLab Vulkan Ray-Tracing Demo

Resolution: 2560 x 1440

OpenBenchmarking.orgFPS, More Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0Resolution: 2560 x 1440RTX 3080RTX 2080 TiRTX 3060 Ti1020304050SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 346.239.127.3

GeeXLab Vulkan Ray-Tracing Demo

Resolution: 3840 x 2160

OpenBenchmarking.orgFPS, More Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0Resolution: 3840 x 2160RTX 3080RTX 2080 TiRTX 3060 Ti510152025SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 322.519.013.2

GeeXLab Vulkan Ray-Tracing Demo

Resolution: 1920 x 1080

OpenBenchmarking.orgFPS Per Watt, More Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0Resolution: 1920 x 1080RTX 2080 TiRTX 3080RTX 3060 Ti0.06980.13960.20940.27920.3490.310.300.29

GeeXLab Vulkan Ray-Tracing Demo

Resolution: 2560 x 1440

OpenBenchmarking.orgFPS Per Watt, More Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0Resolution: 2560 x 1440RTX 2080 TiRTX 3080RTX 3060 Ti0.04050.0810.12150.1620.20250.180.170.17

GeeXLab Vulkan Ray-Tracing Demo

Resolution: 3840 x 2160

OpenBenchmarking.orgFPS Per Watt, More Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0Resolution: 3840 x 2160RTX 2080 TiRTX 3080RTX 3060 Ti0.02030.04060.06090.08120.10150.090.080.08

LuxCoreRender OpenCL

Scene: DLSC

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3080RTX 3060 TiRTX 2080 Ti0.0090.0180.0270.0360.0450.040.040.03

LuxCoreRender OpenCL

Scene: LuxCore Benchmark

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 3080RTX 3060 TiRTX 2080 Ti246810SE +/- 0.02, N = 3SE +/- 0.09, N = 12SE +/- 0.08, N = 127.885.764.52MIN: 0.23 / MAX: 9.07MIN: 0.15 / MAX: 6.78MIN: 0.14 / MAX: 5.4

LuxCoreRender OpenCL

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3080RTX 3060 TiRTX 2080 Ti3691215SE +/- 0.01, N = 3SE +/- 0.14, N = 12SE +/- 0.11, N = 129.617.025.51MIN: 9.25 / MAX: 9.72MIN: 1.93 / MAX: 7.37MIN: 1.49 / MAX: 5.76

LuxCoreRender OpenCL

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3080RTX 3060 TiRTX 2080 Ti510152025SE +/- 0.14, N = 5SE +/- 0.51, N = 15SE +/- 0.29, N = 1522.0216.8911.82MIN: 18.62 / MAX: 23.39MIN: 6.42 / MAX: 18.31MIN: 4.13 / MAX: 12.85

LuxCoreRender OpenCL

Scene: Food

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3080RTX 3060 TiRTX 2080 Ti0.9181.8362.7543.6724.59SE +/- 0.03, N = 3SE +/- 0.07, N = 12SE +/- 0.07, N = 124.082.922.05MIN: 0.29 / MAX: 5.04MIN: 0.14 / MAX: 3.71MIN: 0.11 / MAX: 2.71

LuxCoreRender OpenCL

Scene: LuxCore Benchmark

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 3060 TiRTX 3080RTX 2080 Ti0.0090.0180.0270.0360.0450.040.030.02

LuxCoreRender OpenCL

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3060 TiRTX 3080RTX 2080 Ti0.03380.06760.10140.13520.1690.150.120.08

LuxCoreRender OpenCL

Scene: Food

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3080RTX 3060 TiRTX 2080 Ti0.00450.0090.01350.0180.02250.020.020.01

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 3080RTX 2080 TiRTX 3060 Ti7K14K21K28K35KSE +/- 77.75, N = 3SE +/- 68.46, N = 3SE +/- 36.29, N = 33163423232226741. (CXX) g++ options: -flto -pthread

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 3060 TiRTX 3080RTX 2080 Ti306090120150119.56106.8698.31

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 3080RTX 2080 TiRTX 3060 Ti70140210280350SE +/- 0.38, N = 3SE +/- 3.64, N = 4SE +/- 0.14, N = 3317.33295.26234.35

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2RTX 3060 TiRTX 2080 TiRTX 30800.48150.9631.44451.9262.40752.142.091.69

Meta Performance Per Watts

Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsRTX 3080RTX 3060 TiRTX 2080 Ti4080120160200196.14133.56131.48

OctaneBench

Total Score

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 2020.1Total ScoreRTX 3060 TiRTX 3080RTX 2080 Ti0.5221.0441.5662.0882.612.321.901.57

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 3080RTX 3060 TiRTX 2080 Ti120240360480600557.25379.84353.08

Chaos Group V-RAY

Mode: NVIDIA CUDA GPU

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPURTX 3080RTX 3060 TiRTX 2080 Ti400800120016002000SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 316461174924

Chaos Group V-RAY

Mode: NVIDIA CUDA GPU

OpenBenchmarking.orgvpaths Per Watt, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPURTX 3060 TiRTX 3080RTX 2080 Ti2468108.636.975.50

Chaos Group V-RAY

Mode: NVIDIA RTX GPU

OpenBenchmarking.orgvrays Per Watt, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 3060 TiRTX 3080RTX 2080 Ti369121512.269.827.88

Chaos Group V-RAY

Mode: NVIDIA RTX GPU

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 3080RTX 3060 TiRTX 2080 Ti5001000150020002500SE +/- 5.78, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3215715351247

RealSR-NCNN

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti35.0061.368.00RTX 308053.0066.872.00RTX 2080 Ti56.0070.375.00OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818GPU Temperature Monitor20406080100

RealSR-NCNN

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti51.0058.064.00RTX 308057.0060.665.00RTX 2080 Ti57.0062.469.00OpenBenchmarking.orgCelsius, Fewer Is BetterRealSR-NCNN 20200818GPU Temperature Monitor20406080100

Waifu2x-NCNN Vulkan

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti48.0053.459.00RTX 308053.0056.660.00RTX 2080 Ti54.0057.562.00OpenBenchmarking.orgCelsius, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818GPU Temperature Monitor20406080100

NCNN

GPU Temperature Monitor

MinAvgMaxRTX 308032.0035.652.00RTX 3060 Ti33.0036.642.00RTX 2080 Ti34.0036.753.00OpenBenchmarking.orgCelsius, Fewer Is BetterNCNN 20201218GPU Temperature Monitor1530456075

VkFFT

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti38.0051.459.00RTX 2080 Ti34.0052.760.00RTX 308034.0055.464.00OpenBenchmarking.orgCelsius, Fewer Is BetterVkFFT 1.1.1GPU Temperature Monitor20406080100

VkResample

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti40.0044.756.00RTX 2080 Ti47.0050.058.00RTX 308049.0052.761.00OpenBenchmarking.orgCelsius, Fewer Is BetterVkResample 1.0GPU Temperature Monitor20406080100

FAHBench

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti39.0053.463.00RTX 2080 Ti45.0057.567.00RTX 308046.0059.367.00OpenBenchmarking.orgCelsius, Fewer Is BetterFAHBench 2.3.2GPU Temperature Monitor20406080100

LuxCoreRender OpenCL

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti49.0063.066.00RTX 308056.0066.370.00RTX 2080 Ti56.0068.172.00OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Temperature Monitor20406080100

LuxCoreRender OpenCL

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti50.0065.668.00RTX 308056.0068.471.00RTX 2080 Ti58.0071.474.00OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Temperature Monitor20406080100

LuxCoreRender OpenCL

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti52.0058.963.00RTX 308058.0061.664.00RTX 2080 Ti59.0063.866.00OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Temperature Monitor20406080100

LuxCoreRender OpenCL

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti49.0063.467.00RTX 308053.0065.569.00RTX 2080 Ti54.0066.370.00OpenBenchmarking.orgCelsius, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Temperature Monitor20406080100

LeelaChessZero

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti51.0070.071.00RTX 308056.0071.373.00RTX 2080 Ti52.0074.477.00OpenBenchmarking.orgCelsius, Fewer Is BetterLeelaChessZero 0.26GPU Temperature Monitor20406080100

NAMD CUDA

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti43.0052.662.00RTX 308056.0058.962.00RTX 2080 Ti59.0063.268.00OpenBenchmarking.orgCelsius, Fewer Is BetterNAMD CUDA 2.14GPU Temperature Monitor20406080100

RedShift Demo

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti47.0064.767.00RTX 308053.0069.272.00RTX 2080 Ti55.0072.275.00OpenBenchmarking.orgCelsius, Fewer Is BetterRedShift Demo 3.0GPU Temperature Monitor20406080100

GeeXLab Vulkan Ray-Tracing Demo

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti51.0064.469.00RTX 308058.0067.572.00RTX 2080 Ti62.0070.174.00OpenBenchmarking.orgCelsius, Fewer Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0GPU Temperature Monitor20406080100

GeeXLab Vulkan Ray-Tracing Demo

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti52.0064.669.00RTX 308058.0067.571.00RTX 2080 Ti61.0069.773.00OpenBenchmarking.orgCelsius, Fewer Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0GPU Temperature Monitor20406080100

GeeXLab Vulkan Ray-Tracing Demo

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti52.0064.669.00RTX 308058.0067.271.00RTX 2080 Ti61.0069.473.00OpenBenchmarking.orgCelsius, Fewer Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0GPU Temperature Monitor20406080100

OctaneBench

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti36.0063.968.00RTX 308057.0071.073.00RTX 2080 Ti60.0072.977.00OpenBenchmarking.orgCelsius, Fewer Is BetterOctaneBench 2020.1GPU Temperature Monitor20406080100

Chaos Group V-RAY

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti49.0061.967.00RTX 308056.0066.071.00RTX 2080 Ti58.0066.171.00OpenBenchmarking.orgCelsius, Fewer Is BetterChaos Group V-RAY 5GPU Temperature Monitor20406080100

Chaos Group V-RAY

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti50.0060.465.00RTX 2080 Ti56.0064.169.00RTX 308055.0064.669.00OpenBenchmarking.orgCelsius, Fewer Is BetterChaos Group V-RAY 5GPU Temperature Monitor20406080100

Blender

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti51.0060.063.00RTX 308057.0063.167.00RTX 2080 Ti58.0064.567.00OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 2.92GPU Temperature Monitor20406080100

Blender

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti50.0065.268.00RTX 308056.0068.172.00RTX 2080 Ti57.0070.173.00OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 2.92GPU Temperature Monitor20406080100

Blender

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti52.0062.465.00RTX 308058.0065.269.00RTX 2080 Ti61.0069.773.00OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 2.92GPU Temperature Monitor20406080100

Blender

GPU Temperature Monitor

MinAvgMaxRTX 3060 Ti51.0064.566.00RTX 308057.0068.572.00RTX 2080 Ti61.0071.073.00OpenBenchmarking.orgCelsius, Fewer Is BetterBlender 2.92GPU Temperature Monitor20406080100

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 2080 TiRTX 3060 TiRTX 30800.03490.06980.10470.13960.1745SE +/- 0.00066, N = 5SE +/- 0.00107, N = 15SE +/- 0.00166, N = 40.154100.154190.15500

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetRTX 2080 TiRTX 3080RTX 3060 Ti48121620SE +/- 0.17, N = 15SE +/- 0.16, N = 15SE +/- 0.19, N = 1515.2515.6215.89MIN: 12.38 / MAX: 152.28MIN: 12.03 / MAX: 156.2MIN: 12.07 / MAX: 199.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 2080 TiRTX 3060 TiRTX 30801.26452.5293.79355.0586.3225SE +/- 0.06, N = 15SE +/- 0.09, N = 15SE +/- 0.10, N = 155.295.565.62MIN: 4.42 / MAX: 151.48MIN: 4.33 / MAX: 129.48MIN: 4.26 / MAX: 143.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 3080RTX 2080 TiRTX 3060 Ti1.11832.23663.35494.47325.5915SE +/- 0.07, N = 15SE +/- 0.04, N = 15SE +/- 0.09, N = 154.944.964.97MIN: 4.01 / MAX: 130.11MIN: 4.19 / MAX: 152.17MIN: 4.03 / MAX: 127.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2RTX 2080 TiRTX 3060 TiRTX 30801.17452.3493.52354.6985.8725SE +/- 0.07, N = 15SE +/- 0.11, N = 15SE +/- 0.08, N = 155.035.155.22MIN: 4.28 / MAX: 153.75MIN: 4.19 / MAX: 181.51MIN: 4.2 / MAX: 125.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0RTX 3080RTX 2080 TiRTX 3060 Ti246810SE +/- 0.06, N = 15SE +/- 0.07, N = 15SE +/- 0.13, N = 156.566.567.06MIN: 5.41 / MAX: 126.96MIN: 5.57 / MAX: 146.82MIN: 5.49 / MAX: 146.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceRTX 3080RTX 3060 TiRTX 2080 Ti0.51531.03061.54592.06122.5765SE +/- 0.09, N = 15SE +/- 0.09, N = 15SE +/- 0.07, N = 152.232.242.29MIN: 1.77 / MAX: 123.59MIN: 1.75 / MAX: 138.88MIN: 1.83 / MAX: 154.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetRTX 2080 TiRTX 3060 TiRTX 308048121620SE +/- 0.19, N = 15SE +/- 0.14, N = 15SE +/- 0.16, N = 1515.9216.9117.25MIN: 12.87 / MAX: 148.41MIN: 12.6 / MAX: 165.86MIN: 12.94 / MAX: 157.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16RTX 2080 TiRTX 3060 TiRTX 30801530456075SE +/- 0.19, N = 15SE +/- 0.22, N = 15SE +/- 0.13, N = 1564.4769.3569.37MIN: 55.92 / MAX: 197.16MIN: 57.34 / MAX: 251.7MIN: 57.51 / MAX: 277.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18RTX 2080 TiRTX 3060 TiRTX 3080510152025SE +/- 0.13, N = 15SE +/- 0.11, N = 15SE +/- 0.16, N = 1517.5518.0718.43MIN: 14.8 / MAX: 158.57MIN: 14.23 / MAX: 148.96MIN: 14.45 / MAX: 185.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetRTX 2080 TiRTX 3080RTX 3060 Ti48121620SE +/- 0.10, N = 15SE +/- 0.12, N = 15SE +/- 0.14, N = 1513.5014.2514.46MIN: 11.55 / MAX: 150.82MIN: 11.62 / MAX: 146.95MIN: 11.57 / MAX: 172.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50RTX 2080 TiRTX 3060 TiRTX 3080816243240SE +/- 0.16, N = 15SE +/- 0.26, N = 15SE +/- 0.28, N = 1530.6332.0932.78MIN: 24.98 / MAX: 184.22MIN: 24.39 / MAX: 181.2MIN: 24.87 / MAX: 191.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyRTX 2080 TiRTX 3060 TiRTX 3080612182430SE +/- 0.17, N = 15SE +/- 0.12, N = 15SE +/- 0.08, N = 1524.7426.2226.28MIN: 20.75 / MAX: 158.36MIN: 20.73 / MAX: 190.19MIN: 20.52 / MAX: 209.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdRTX 2080 TiRTX 3080RTX 3060 Ti48121620SE +/- 0.08, N = 15SE +/- 0.17, N = 15SE +/- 0.12, N = 1417.2217.3318.07MIN: 14.2 / MAX: 168.75MIN: 13.69 / MAX: 168.01MIN: 14.13 / MAX: 170.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mRTX 2080 TiRTX 3060 TiRTX 3080510152025SE +/- 0.20, N = 15SE +/- 0.14, N = 15SE +/- 0.14, N = 1520.7821.2321.25MIN: 17.42 / MAX: 165.33MIN: 17.34 / MAX: 158.36MIN: 17.24 / MAX: 229.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetRTX 2080 TiRTX 3060 TiRTX 30801.1882.3763.5644.7525.94SE +/- 0.08, N = 15SE +/- 0.10, N = 14SE +/- 0.11, N = 144.824.955.28MIN: 3.95 / MAX: 145.02MIN: 3.88 / MAX: 153.2MIN: 3.88 / MAX: 209.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRTX 3080RTX 2080 TiRTX 3060 Ti48121620SE +/- 0.05, N = 5SE +/- 0.01, N = 5SE +/- 0.02, N = 511.2714.7617.651. (CXX) g++ options: -O3 -pthread

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3080RTX 2080 TiRTX 3060 Ti1224364860SE +/- 0.03, N = 3SE +/- 0.28, N = 3SE +/- 0.05, N = 334.6845.3154.35

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3080RTX 2080 TiRTX 3060 Ti246810SE +/- 0.025, N = 6SE +/- 0.076, N = 15SE +/- 0.027, N = 56.3658.3658.834

Waifu2x-NCNN Vulkan

Scale: 2x - Denoise: 3 - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3080RTX 2080 TiRTX 3060 Ti0.98891.97782.96673.95564.9445SE +/- 0.012, N = 9SE +/- 0.028, N = 8SE +/- 0.008, N = 83.4803.9434.395

RedShift Demo

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 3080RTX 3060 TiRTX 2080 Ti50100150200250SE +/- 0.33, N = 3166242247

Blender

Blend File: BMW27 - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 Ti510152025SE +/- 0.01, N = 4SE +/- 0.03, N = 3SE +/- 0.02, N = 311.6918.0419.62

Blender

Blend File: Classroom - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 Ti20406080100SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 336.3455.2374.80

Blender

Blend File: Fishy Cat - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3080RTX 2080 TiRTX 3060 Ti1020304050SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 324.5036.3442.37

Blender

Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 Ti20406080100SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 356.5487.08104.15

RealSR-NCNN

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti17.52177.6197.78RTX 2080 Ti24.30227.3265.71RTX 30809.32275.6319.77OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption Monitor80160240320400

RealSR-NCNN

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.80115.9197.35RTX 2080 Ti24.38137.2270.71RTX 308017.18167.8318.93OpenBenchmarking.orgWatts, Fewer Is BetterRealSR-NCNN 20200818GPU Power Consumption Monitor80160240320400

Waifu2x-NCNN Vulkan

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.3090.5166.95RTX 2080 Ti23.56116.2248.41RTX 308015.91137.2261.25OpenBenchmarking.orgWatts, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818GPU Power Consumption Monitor70140210280350

NCNN

GPU Power Consumption Monitor

MinAvgMaxRTX 30806.1412.679.58RTX 3060 Ti16.3417.920.35RTX 2080 Ti21.1721.825.08OpenBenchmarking.orgWatts, Fewer Is BetterNCNN 20201218GPU Power Consumption Monitor20406080100

VkFFT

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti18.2591.9169.74RTX 2080 Ti21.35104.4266.17RTX 308010.89154.4272.40OpenBenchmarking.orgWatts, Fewer Is BetterVkFFT 1.1.1GPU Power Consumption Monitor70140210280350

VkResample

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti19.2344.5181.09RTX 2080 Ti22.2555.4260.45RTX 308012.3261.4280.71OpenBenchmarking.orgWatts, Fewer Is BetterVkResample 1.0GPU Power Consumption Monitor70140210280350

FAHBench

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti18.83109.4152.43RTX 2080 Ti21.93141.2223.14RTX 308014.76187.7253.81OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2GPU Power Consumption Monitor70140210280350

LuxCoreRender OpenCL

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.80143.7167.22RTX 2080 Ti23.86184.9219.18RTX 308016.82240.5278.10OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Power Consumption Monitor70140210280350

LuxCoreRender OpenCL

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.43160.2174.82RTX 2080 Ti24.18207.8229.40RTX 308017.49269.1292.18OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Power Consumption Monitor70140210280350

LuxCoreRender OpenCL

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.82112.0160.20RTX 2080 Ti27.89151.0194.69RTX 308017.18187.9265.40OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Power Consumption Monitor70140210280350

LuxCoreRender OpenCL

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.44140.6166.78RTX 2080 Ti23.88169.4204.47RTX 308015.81232.5273.87OpenBenchmarking.orgWatts, Fewer Is BetterLuxCoreRender OpenCL 2.3GPU Power Consumption Monitor70140210280350

LeelaChessZero

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.80189.6198.73RTX 2080 Ti25.25236.3266.12RTX 308022.75296.0317.52OpenBenchmarking.orgWatts, Fewer Is BetterLeelaChessZero 0.26GPU Power Consumption Monitor80160240320400

NAMD CUDA

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti19.9879.5176.69RTX 2080 Ti28.48121.3256.62RTX 308017.64130.5239.07OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.14GPU Power Consumption Monitor70140210280350

RedShift Demo

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.27151.9164.66RTX 2080 Ti24.02216.2240.68RTX 308022.25272.4295.79OpenBenchmarking.orgWatts, Fewer Is BetterRedShift Demo 3.0GPU Power Consumption Monitor70140210280350

GeeXLab Vulkan Ray-Tracing Demo

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.73164.2199.26RTX 2080 Ti27.01214.3264.91RTX 308028.68266.2320.01OpenBenchmarking.orgWatts, Fewer Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0GPU Power Consumption Monitor80160240320400

GeeXLab Vulkan Ray-Tracing Demo

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.89164.3199.03RTX 2080 Ti28.23214.4263.99RTX 308028.47269.3319.88OpenBenchmarking.orgWatts, Fewer Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0GPU Power Consumption Monitor80160240320400

GeeXLab Vulkan Ray-Tracing Demo

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.83164.6198.71RTX 2080 Ti26.41216.4262.88RTX 308024.59267.2319.03OpenBenchmarking.orgWatts, Fewer Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0GPU Power Consumption Monitor80160240320400

OctaneBench

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti18.18164.0180.12RTX 2080 Ti26.59225.0266.19RTX 308025.09293.3318.93OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 2020.1GPU Power Consumption Monitor80160240320400

Chaos Group V-RAY

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.64136.0171.53RTX 2080 Ti23.88167.9226.76RTX 308025.83236.2297.00OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 5GPU Power Consumption Monitor70140210280350

Chaos Group V-RAY

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.58125.2157.71RTX 2080 Ti23.68158.3206.04RTX 308023.32219.6279.21OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 5GPU Power Consumption Monitor70140210280350

Blender

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.70124.4157.48RTX 2080 Ti25.24170.8216.11RTX 308027.78212.7293.46OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption Monitor70140210280350

Blender

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.58165.5183.03RTX 2080 Ti24.35208.1228.31RTX 308020.18281.5319.25OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption Monitor80160240320400

Blender

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.84137.7160.50RTX 2080 Ti25.95204.1246.26RTX 308028.55236.1300.54OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption Monitor80160240320400

Blender

GPU Power Consumption Monitor

MinAvgMaxRTX 3060 Ti20.74153.7166.94RTX 2080 Ti26.85205.8231.03RTX 308028.33269.4307.72OpenBenchmarking.orgWatts, Fewer Is BetterBlender 2.92GPU Power Consumption Monitor80160240320400


Phoronix Test Suite v10.8.3