NVIDIA GPU Compute OpenCL CUDA Benchmarks

Some benchmarks by Michael Larabel tests for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2009127-FI-ROCMGPUCO06
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
GTX 1060
September 08 2020
  49 Minutes
GTX 1070
September 07 2020
  47 Minutes
GTX 1070 Ti
September 06 2020
  52 Minutes
GTX 1080
September 07 2020
  47 Minutes
GTX 1650
September 09 2020
  50 Minutes
GTX 1650 SUPER
September 08 2020
  50 Minutes
GTX 1660
September 09 2020
  47 Minutes
GTX 1660 SUPER
September 07 2020
  48 Minutes
GTX 1660 Ti
September 09 2020
  46 Minutes
RTX 2060
September 08 2020
  47 Minutes
RTX 2060 SUPER
September 09 2020
  46 Minutes
RTX 2070
September 09 2020
  45 Minutes
RTX 2070 SUPER
September 08 2020
  45 Minutes
RTX 2080
September 08 2020
  46 Minutes
RTX 2080 SUPER
September 08 2020
  44 Minutes
RTX 2080 Ti
September 07 2020
  45 Minutes
TITAN RTX
September 06 2020
  46 Minutes
Radeon VII
September 11 2020
  53 Minutes
RX Vega 56
September 11 2020
  2 Hours, 34 Minutes
RX 5600 XT
September 12 2020
 
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  50 Minutes

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NVIDIA GPU Compute OpenCL CUDA BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkAudioOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRadeon VIIRX Vega 56RX 5600 XTAMD 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 GeForce GTX 1060 6GB (1506/4006MHz)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 11.0ext43840x2160NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)ASUS NVIDIA GeForce GTX 1650 4GB (1485/4001MHz)ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (615/405MHz)ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz)eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz)eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (450/405MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TITAN RTX 24GB (420/405MHz)2000GB Corsair Force MP600 + 2000GBAMD Radeon VII 16GB (1801/1000MHz)AMD Vega 20 HDMI Audio5.9.0-050900rc4daily20200911-generic (x86_64) 202009104.6 Mesa 20.3.0-devel (git-65d0fa0 2020-09-11 focal-oibaf-ppa) (LLVM 10.0.1)OpenCL 2.0 AMD-APP (3182.0)1.2.131AMD Radeon RX 56/64 8GB (1590/800MHz)AMD Vega 10 HDMI AudioSapphire AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 6GB (1780/875MHz)AMD Navi 10 HDMI AudioOpenBenchmarking.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- GTX 1060: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1070: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1070 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1080: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1650: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1650 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1660: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1660 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- GTX 1660 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2060: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2060 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2070: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2070 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2080: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2080 SUPER: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RTX 2080 Ti: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- TITAN RTX: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- Radeon VII: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8701013- RX Vega 56: Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013- RX 5600 XT: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8701013OpenCL Details- GTX 1060: GPU Compute Cores: 1280- GTX 1070: GPU Compute Cores: 1920- GTX 1070 Ti: GPU Compute Cores: 2432- GTX 1080: GPU Compute Cores: 2560- GTX 1650: GPU Compute Cores: 896- GTX 1650 SUPER: GPU Compute Cores: 1280- GTX 1660: GPU Compute Cores: 1408- GTX 1660 SUPER: GPU Compute Cores: 1408- GTX 1660 Ti: GPU Compute Cores: 1536- RTX 2060: GPU Compute Cores: 1920- RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2070: GPU Compute Cores: 2304- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080: GPU Compute Cores: 2944- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608Python 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

NVIDIA GPU Compute OpenCL CUDA Benchmarksplaidml: Yes - Inference - Mobilenet - OpenCLplaidml: No - Training - Mobilenet - OpenCLplaidml: No - Inference - Mobilenet - OpenCLplaidml: No - Inference - DenseNet 201 - OpenCLplaidml: No - Inference - IMDB LSTM - OpenCLcl-mem: Readcl-mem: Copycl-mem: Writeclpeak: Global Memory Bandwidthmixbench: OpenCL - Single Precisionmixbench: OpenCL - Double Precisionclpeak: Single-Precision Floatclpeak: Double-Precision Doubleviennacl: OpenCL LU Factorizationmixbench: OpenCL - Integerclpeak: Integer Compute INTluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: DLSCluxcorerender-cl: Rainbow Colors and Prismluxcorerender-cl: Foodlczero: OpenCLfahbench: mandelgpu: GPUarrayfire: Conjugate Gradient OpenCLfinancebench: Black-Scholes OpenCLrodinia: OpenCL Particle Filterblender: Fishy Cat - OpenCLGTX 1060GTX 1070GTX 1070 TiGTX 1080GTX 1650GTX 1650 SUPERGTX 1660GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRadeon VIIRX Vega 56RX 5600 XT987.0783.52775.7379.13227.23154.4138.5148.1147.664355.28150.484110.71150.6861.65301354.141275.121.531.785.410.655933102.2683130290433.85.00013.34012.0021392.46103.791052.64108.46314.83206.2183.3199.5197.206476.92224.826093.02223.6066.20682019.081695.792.122.466.620.929750139.4974184077179.74.0778.9688.2051485.7899.641070.90108.23331.84206.2184.1198.2198.187018.90241.996788.40242.7069.18382157.312076.452.242.555.380.989947137.1393194875210.83.8147.2987.7911665.7299.821154.13112.28398.82229.6207.4225.6223.148520.97296.668218.62298.4670.68802655.582430.552.132.454.230.9912662151.5679231826397.83.3876.9816.457814.5065.59573.6759.37201.27108.799.2104.4105.313441.3691.772673.64109.2062.96073466.722641.381.511.733.930.67310175.8135132266243.96.80824.14528517.8231080.4377.10740.1773.17269.17167.0143.8145.8156.864943.06132.754123.66157.9867.93304975.184128.391.361.612.730.81515182.0521186025762.64.44516.57778512.4871199.6697.94858.9087.25289.42163.9145.9157.3158.155259.29141.254543.64168.5667.82005303.514338.672.202.565.580.995895125.6158193795979.54.54115.25911.8931380.68111.391080.11100.51298.77296.6240.2240.7276.355462.59144.304440.23172.4968.15325432.404280.552.262.635.611.097366135.6073200846066.42.64215.27111.4821427.43108.061038.8698.99313.08251.2211.1223.9234.915821.19155.784778.23184.3470.02875803.634734.362.112.515.011.077733138.5578210891296.23.06814.38510.8471719.71125.331285.58125.23390.07297.4239.4258.7276.947222.28194.805417.55232.1773.30917275.335356.842.793.347.971.1710290178.4712252924048.72.65912.5558.8362012.37154.811585.76146.90438.26396.8288.0341.3368.948159.15222.157034.77261.8972.50108218.026930.213.544.2011.321.3312335200.7664281931310.02.08310.4987.9141996.60153.031575.65147.87444.84396.9284.4328.5369.308357.96226.657265.91267.7972.56998362.867133.773.494.1710.981.3012311199.8719284631717.42.09710.2547.7672287.03154.741712.75149.69500.26396.8292.1322.9369.629630.83259.118540.73308.8674.44739696.388484.413.694.4410.211.9014730221.7284323061985.42.0718.2636.8372322.39154.351726.60151.99544.54396.5290.0338.1369.2310812.52290.139161.18345.1174.729810930.569141.233.554.329.241.8715442235.5341345359936.42.0757.6576.1962432.73158.821815.92159.79588.04437.6301.7352.9405.9211758.65315.0310264.38376.3276.101611752.1110266.723.624.389.141.9317501248.0118374422420.61.9006.8115.7182751.85187.732406.16212.11753.75545.7324.0449.5506.9016061.09436.8113536.25522.2275.787116323.9413629.374.755.6712.332.2321839290.7249448915216.61.6776.0204.4142856.83198.372544.67227.30775.69567.7322.7491.7530.7915032.47454.3714178.85548.2676.641016979.9913783.934.995.9812.732.2322424292.1593480798376.61.6665.7014.2501830.731948.24143.87314.00756.0264.1674.2798.6213062.383378.0313705.223438.5350.60724492.814500.4521.581.3722028216878966.218.381.787754.22875.5490.13265.17331.7182.9335.6317.2810548.86705.2510477.09688.5532.80432220.581973.7111476172587430.121.016.041768.16OpenBenchmarking.org

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 1070 TiGTX 1660 TiRTX 2080 SUPERGTX 1650Radeon VIIRTX 2070 SUPERGTX 1650 SUPERGTX 1660RTX 2060GTX 1060RTX 2060 SUPERRTX 2070GTX 1660 SUPERTITAN RTXRTX 2080 TiRX Vega 56GTX 1070GTX 1080RTX 20801632486480Min: 32 / Avg: 45.46 / Max: 58Min: 29 / Avg: 48.98 / Max: 66Min: 28 / Avg: 49.61 / Max: 73Min: 27 / Avg: 49.62 / Max: 67Min: 31 / Avg: 50.09 / Max: 76Min: 29 / Avg: 50.76 / Max: 71Min: 30 / Avg: 50.85 / Max: 66Min: 30 / Avg: 51.27 / Max: 76Min: 29 / Avg: 51.56 / Max: 73Min: 32 / Avg: 52.77 / Max: 69Min: 33 / Avg: 53.72 / Max: 74Min: 29 / Avg: 54.87 / Max: 76Min: 33 / Avg: 55.48 / Max: 68Min: 35 / Avg: 55.61 / Max: 78Min: 29 / Avg: 56.11 / Max: 78Min: 39 / Avg: 59.17 / Max: 75Min: 29 / Avg: 59.81 / Max: 78Min: 28 / Avg: 61.17 / Max: 83Min: 28 / Avg: 62.06 / Max: 83

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 1650GTX 1660GTX 1650 SUPERGTX 1660 TiGTX 1060GTX 1660 SUPERRTX 2060GTX 1070RTX 2070RX Vega 56RTX 2060 SUPERRTX 2080 SUPERGTX 1080Radeon VIIRTX 2070 SUPERRTX 2080RTX 2080 TiTITAN RTX60120180240300Min: 5.55 / Avg: 37.62 / Max: 70.94Min: 6.72 / Avg: 45.57 / Max: 122.32Min: 6.47 / Avg: 47.87 / Max: 99.24Min: 7.22 / Avg: 59.54 / Max: 132.74Min: 6.24 / Avg: 64.43 / Max: 128.04Min: 10.68 / Avg: 67.65 / Max: 128.36Min: 9.59 / Avg: 74.07 / Max: 165.3Min: 6.84 / Avg: 82.21 / Max: 159.92Min: 7.57 / Avg: 85.38 / Max: 180.92Min: 8 / Avg: 86.42 / Max: 167Min: 9.27 / Avg: 88.74 / Max: 180.97Min: 8.85 / Avg: 91.93 / Max: 248.16Min: 6.47 / Avg: 92.36 / Max: 196.24Min: 20 / Avg: 94.25 / Max: 260Min: 14.36 / Avg: 96.17 / Max: 217.58Min: 13.71 / Avg: 103.45 / Max: 219.93Min: 5.74 / Avg: 124.11 / Max: 273.84Min: 24.02 / Avg: 126.58 / Max: 312.98

PlaidML

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLTITAN RTXGTX 1660RTX 2080 TiRTX 2070RTX 2060GTX 1660 TiRTX 2080 SUPERRTX 2060 SUPERGTX 1660 SUPERRTX 2070 SUPERRTX 2080GTX 1650 SUPERGTX 1650GTX 1060GTX 1070GTX 10800.47930.95861.43791.91722.39652.132.131.991.991.891.881.871.871.791.771.751.661.651.561.461.35

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2070Radeon VIIRTX 2060GTX 1080GTX 1070 TiGTX 1660 TiGTX 1070GTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1060GTX 1650RX Vega 566001200180024003000SE +/- 1.27, N = 8SE +/- 1.82, N = 7SE +/- 6.26, N = 8SE +/- 2.80, N = 7SE +/- 2.51, N = 8SE +/- 3.83, N = 8SE +/- 3.47, N = 8SE +/- 0.42, N = 3SE +/- 0.92, N = 7SE +/- 1.79, N = 7SE +/- 0.31, N = 7SE +/- 1.12, N = 7SE +/- 3.20, N = 7SE +/- 0.83, N = 7SE +/- 1.27, N = 7SE +/- 0.88, N = 6SE +/- 2.10, N = 6SE +/- 0.63, N = 7SE +/- 0.60, N = 32856.832751.852432.732322.392287.032012.371996.601830.731719.711665.721485.781427.431392.461380.681199.661080.43987.07814.50754.22

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRadeon VIIRTX 2080 TiTITAN RTXRTX 2080 SUPERRX Vega 56RTX 2070RTX 2060 SUPERRTX 2070 SUPERGTX 1660GTX 1660 TiRTX 2080RTX 2060GTX 1660 SUPERGTX 1650 SUPERGTX 1650GTX 1080GTX 1070GTX 1060122436486052.6832.1929.0527.7827.5626.3526.0825.6023.2223.0322.9722.7820.2618.6316.6816.0715.7914.83

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRadeon VIIRX Vega 56RTX 2080 TiTITAN RTXRTX 2060GTX 1660 SUPERGTX 1070RTX 2080 SUPERGTX 1660RTX 2070RTX 2060 SUPERGTX 1660 TiRTX 2070 SUPERRTX 2080GTX 1080GTX 1650 SUPERGTX 1060GTX 16500.95181.90362.85543.80724.7594.232.352.172.121.741.701.631.621.581.551.551.481.471.411.401.311.291.24

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 2080 TiTITAN RTXRTX 2080 SUPERGTX 1660RTX 2070 SUPERRTX 2070RTX 2080RTX 2060 SUPERGTX 1650 SUPERGTX 1660 TiRTX 2060Radeon VIIGTX 1660 SUPERGTX 1080GTX 1650RX Vega 56GTX 1070GTX 10602468108.147.857.486.636.456.246.166.015.905.825.735.725.134.964.874.163.833.48

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Training - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2060 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1070GTX 1080GTX 1070 TiGTX 1660GTX 1060GTX 1650 SUPERGTX 16504080120160200SE +/- 0.21, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3198.37187.73158.82154.81154.74154.35153.03125.33111.39108.06103.7999.8299.6497.9483.5277.1065.59

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLTITAN RTXRTX 2080 TiRadeon VIIRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 2060GTX 1080GTX 1660 SUPERGTX 1070 TiGTX 1070GTX 1660 TiRX Vega 56GTX 1660GTX 1060GTX 1650 SUPERGTX 16505001000150020002500SE +/- 2.36, N = 8SE +/- 1.58, N = 8SE +/- 1.02, N = 4SE +/- 1.80, N = 9SE +/- 1.77, N = 8SE +/- 1.66, N = 8SE +/- 1.35, N = 8SE +/- 1.79, N = 8SE +/- 2.01, N = 8SE +/- 0.60, N = 8SE +/- 1.11, N = 8SE +/- 0.27, N = 8SE +/- 1.14, N = 8SE +/- 0.87, N = 8SE +/- 1.27, N = 4SE +/- 0.61, N = 7SE +/- 0.68, N = 7SE +/- 0.61, N = 7SE +/- 0.31, N = 72544.672406.161948.241815.921726.601712.751585.761575.651285.581154.131080.111070.901052.641038.86875.54858.90775.73740.17573.67

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRadeon VIIRTX 2060GTX 1080GTX 1070GTX 1070 TiGTX 1660 SUPERGTX 1660 TiRX Vega 56GTX 1660GTX 1060GTX 1650 SUPERGTX 165050100150200250SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3227.30212.11159.79151.99149.69147.87146.90143.87125.23112.28108.46108.23100.5198.9990.1387.2579.1373.1759.37

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERGTX 1080RTX 2060GTX 1070 TiGTX 1070Radeon VIIGTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERRX Vega 56GTX 1060GTX 16502004006008001000SE +/- 0.80, N = 5SE +/- 1.41, N = 5SE +/- 0.50, N = 5SE +/- 0.58, N = 5SE +/- 0.28, N = 5SE +/- 0.29, N = 5SE +/- 0.28, N = 5SE +/- 0.35, N = 4SE +/- 0.19, N = 4SE +/- 0.07, N = 4SE +/- 0.44, N = 4SE +/- 0.40, N = 3SE +/- 0.06, N = 4SE +/- 0.17, N = 4SE +/- 0.07, N = 4SE +/- 0.08, N = 4SE +/- 0.30, N = 3SE +/- 0.09, N = 4SE +/- 0.34, N = 4775.69753.75588.04544.54500.26444.84438.26398.82390.07331.84314.83314.00313.08298.77289.42269.17265.17227.23201.27

cl-mem

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadRadeon VIIRTX 2080 SUPERRTX 2070TITAN RTXRTX 2080 TiRTX 2060 SUPERRTX 2080RTX 2070 SUPERGTX 1660 TiRTX 2060GTX 1660 SUPERGTX 1660GTX 1650 SUPERRX Vega 56GTX 1080GTX 1070GTX 1060GTX 1650369121510.715.855.665.585.335.224.964.824.564.524.453.773.763.373.103.012.982.88

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRadeon VIITITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2070RTX 2070 SUPERRTX 2060 SUPERRTX 2080RX Vega 56RTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1080GTX 1070 TiGTX 1070GTX 1650 SUPERGTX 1660GTX 1060GTX 1650160320480640800SE +/- 0.86, N = 8SE +/- 0.13, N = 9SE +/- 0.13, N = 8SE +/- 0.11, N = 8SE +/- 0.10, N = 8SE +/- 0.09, N = 8SE +/- 0.13, N = 8SE +/- 0.42, N = 8SE +/- 0.04, N = 7SE +/- 0.08, N = 7SE +/- 0.07, N = 7SE +/- 0.07, N = 6SE +/- 0.08, N = 6SE +/- 0.03, N = 6SE +/- 0.03, N = 6SE +/- 0.04, N = 5SE +/- 0.02, N = 5SE +/- 0.02, N = 5SE +/- 0.04, N = 4756.0567.7545.7437.6396.9396.8396.8396.5331.7297.4296.6251.2229.6206.2206.2167.0163.9154.4108.71. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2060 SUPERRTX 2070Radeon VIIGTX 1660 SUPERRTX 2060GTX 1660 TiGTX 1080GTX 1070 TiGTX 1070RX Vega 56GTX 1660GTX 1650 SUPERGTX 1060GTX 165070140210280350SE +/- 0.10, N = 8SE +/- 0.08, N = 9SE +/- 0.05, N = 8SE +/- 0.07, N = 8SE +/- 0.06, N = 8SE +/- 0.06, N = 8SE +/- 0.09, N = 8SE +/- 0.51, N = 8SE +/- 0.05, N = 7SE +/- 0.06, N = 7SE +/- 0.06, N = 6SE +/- 0.02, N = 6SE +/- 0.03, N = 6SE +/- 0.02, N = 6SE +/- 0.25, N = 7SE +/- 0.17, N = 5SE +/- 0.00, N = 5SE +/- 0.02, N = 5SE +/- 0.00, N = 4324.0322.7301.7292.1290.0288.0284.4264.1240.2239.4211.1207.4184.1183.3182.9145.9143.8138.599.21. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteRadeon VIITITAN RTXRTX 2070RTX 2080 TiRTX 2080 SUPERRTX 2060 SUPERGTX 1660 TiRTX 2080RTX 2060RTX 2070 SUPERGTX 1660 SUPERGTX 1660RX Vega 56GTX 1650 SUPERGTX 1080GTX 1070GTX 1060GTX 165036912159.564.684.554.524.524.404.224.173.933.883.633.623.403.272.942.832.762.74

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRadeon VIITITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2060 SUPERRTX 2080RX Vega 56RTX 2070RTX 2070 SUPERRTX 2060GTX 1660 SUPERGTX 1080GTX 1660 TiGTX 1070GTX 1070 TiGTX 1660GTX 1060GTX 1650 SUPERGTX 1650150300450600750SE +/- 0.26, N = 8SE +/- 0.97, N = 9SE +/- 0.21, N = 8SE +/- 0.27, N = 8SE +/- 0.29, N = 8SE +/- 0.51, N = 8SE +/- 0.02, N = 7SE +/- 0.29, N = 8SE +/- 0.29, N = 8SE +/- 0.46, N = 7SE +/- 0.36, N = 7SE +/- 0.09, N = 6SE +/- 0.14, N = 6SE +/- 0.03, N = 6SE +/- 0.03, N = 6SE +/- 0.04, N = 5SE +/- 0.02, N = 5SE +/- 0.04, N = 5SE +/- 0.02, N = 4674.2491.7449.5352.9341.3338.1335.6328.5322.9258.7240.7225.6223.9199.5198.2157.3148.1145.8104.41. (CC) gcc options: -O2 -flto -lOpenCL

clpeak

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRadeon VIIRX Vega 56RTX 2070RTX 2080 SUPERRTX 2060 SUPERTITAN RTXGTX 1660 TiRTX 2070 SUPERRTX 2080GTX 1660 SUPERRTX 2080 TiGTX 1650 SUPERRTX 2060GTX 1660GTX 1650GTX 1080GTX 1070GTX 106071421283530.908.727.897.497.216.856.756.556.536.436.236.035.985.585.013.593.413.40

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRadeon VIITITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 2060 SUPERRX Vega 56RTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1080GTX 1070 TiGTX 1070GTX 1660GTX 1650 SUPERGTX 1060GTX 16502004006008001000SE +/- 0.36, N = 6SE +/- 0.05, N = 13SE +/- 0.46, N = 12SE +/- 0.14, N = 13SE +/- 0.10, N = 13SE +/- 0.05, N = 13SE +/- 0.07, N = 13SE +/- 0.06, N = 13SE +/- 0.11, N = 5SE +/- 0.15, N = 12SE +/- 0.16, N = 12SE +/- 0.12, N = 12SE +/- 0.11, N = 15SE +/- 0.01, N = 11SE +/- 0.04, N = 11SE +/- 0.06, N = 11SE +/- 0.02, N = 13SE +/- 0.04, N = 10SE +/- 0.06, N = 12798.62530.79506.90405.92369.62369.30369.23368.94317.28276.94276.35234.91223.14198.18197.20158.15156.86147.66105.311. (CXX) g++ options: -O3 -rdynamic -lOpenCL

Mixbench

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

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Single PrecisionRTX 2080 TiTITAN RTXRadeon VIIRTX 2080 SUPERRTX 2080RX Vega 56RTX 2070 SUPERGTX 1080RTX 2070RTX 2060 SUPERRTX 2060GTX 1070 TiGTX 1070GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1060GTX 16503K6K9K12K15KSE +/- 66.33, N = 15SE +/- 619.26, N = 15SE +/- 0.78, N = 4SE +/- 8.02, N = 14SE +/- 14.62, N = 14SE +/- 1.37, N = 4SE +/- 4.39, N = 14SE +/- 11.17, N = 14SE +/- 10.00, N = 13SE +/- 2.35, N = 13SE +/- 6.45, N = 13SE +/- 2.95, N = 12SE +/- 12.17, N = 15SE +/- 6.62, N = 13SE +/- 8.38, N = 13SE +/- 5.87, N = 13SE +/- 1.39, N = 13SE +/- 2.22, N = 13SE +/- 0.54, N = 1216061.0915032.4713062.3811758.6510812.5210548.869630.838520.978357.968159.157222.287018.906476.925821.195462.595259.294943.064355.283441.361. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: Double PrecisionRadeon VIIRX Vega 56TITAN RTXRTX 2080 TiRTX 2080 SUPERGTX 1080RTX 2080RTX 2070 SUPERGTX 1070 TiRTX 2070GTX 1070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1060GTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 16507001400210028003500SE +/- 0.12, N = 4SE +/- 0.10, N = 4SE +/- 1.13, N = 14SE +/- 0.56, N = 15SE +/- 0.08, N = 15SE +/- 0.15, N = 14SE +/- 0.56, N = 14SE +/- 0.00, N = 14SE +/- 0.08, N = 14SE +/- 0.11, N = 15SE +/- 0.06, N = 13SE +/- 0.01, N = 13SE +/- 0.00, N = 13SE +/- 0.12, N = 13SE +/- 0.23, N = 13SE +/- 0.22, N = 13SE +/- 0.14, N = 13SE +/- 0.15, N = 13SE +/- 0.01, N = 123378.03705.25454.37436.81315.03296.66290.13259.11241.99226.65224.82222.15194.80155.78150.48144.30141.25132.7591.771. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

clpeak

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatRadeon VIIRX Vega 56RTX 2080 SUPERGTX 1660GTX 1660 TiRTX 2080 TiGTX 1650 SUPERRTX 2080RTX 2070 SUPERTITAN RTXGTX 1650RTX 2070GTX 1080RTX 2060RTX 2060 SUPERGTX 1070GTX 1660 SUPERGTX 106090180270360450394.39353.27197.54196.49172.74169.42165.34158.55155.29154.83151.21141.26141.08140.61132.83122.80119.96108.23

ViennaCL

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGTX 1660GTX 1650GTX 1650 SUPERGTX 1660 TiRTX 2060GTX 1660 SUPERRTX 2070RX Vega 56Radeon VIIRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080 TiRTX 2080TITAN RTXGTX 1060GTX 1070GTX 10800.78531.57062.35593.14123.92653.493.423.303.072.342.262.232.082.072.031.861.841.771.751.671.511.301.26

clpeak

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

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatTITAN RTXRadeon VIIRTX 2080 TiRX Vega 56RTX 2080 SUPERRTX 2080RTX 2070 SUPERGTX 1080RTX 2070RTX 2060 SUPERGTX 1070 TiGTX 1070RTX 2060GTX 1660 TiGTX 1660GTX 1660 SUPERGTX 1650 SUPERGTX 1060GTX 16503K6K9K12K15KSE +/- 206.22, N = 15SE +/- 0.30, N = 6SE +/- 177.79, N = 15SE +/- 2.21, N = 6SE +/- 38.81, N = 13SE +/- 73.37, N = 15SE +/- 77.74, N = 15SE +/- 104.59, N = 15SE +/- 92.93, N = 15SE +/- 85.70, N = 15SE +/- 3.15, N = 13SE +/- 112.12, N = 15SE +/- 67.09, N = 15SE +/- 56.79, N = 15SE +/- 27.06, N = 12SE +/- 43.47, N = 15SE +/- 49.35, N = 15SE +/- 76.28, N = 15SE +/- 21.41, N = 1314178.8513705.2213536.2510477.0910264.389161.188540.738218.627265.917034.776788.406093.025417.554778.234543.644440.234123.664110.712673.641. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRadeon VIIRX Vega 56GTX 1660RTX 2080 SUPERRTX 2080 TiGTX 1660 TiGTX 1650 SUPERTITAN RTXGTX 1080GTX 1650RTX 2070RTX 2070 SUPERRTX 2080RTX 2060GTX 1070RTX 2060 SUPERGTX 1060GTX 1660 SUPER153045607565.356.564.514.314.194.054.053.983.803.753.733.723.653.473.443.333.173.07

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRadeon VIIRX Vega 56TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERGTX 1080RTX 2070RTX 2060 SUPERGTX 1070 TiRTX 2060GTX 1070GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERGTX 1060GTX 16507001400210028003500SE +/- 0.17, N = 5SE +/- 1.11, N = 3SE +/- 1.32, N = 3SE +/- 1.30, N = 3SE +/- 0.03, N = 3SE +/- 0.91, N = 3SE +/- 0.00, N = 3SE +/- 0.60, N = 3SE +/- 0.71, N = 3SE +/- 0.69, N = 3SE +/- 0.06, N = 3SE +/- 0.58, N = 3SE +/- 0.38, N = 4SE +/- 0.46, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.23, N = 3SE +/- 0.27, N = 33438.53688.55548.26522.22376.32345.11308.86298.46267.79261.89242.70232.17223.60184.34172.49168.56157.98150.68109.201. (CXX) g++ options: -O3 -rdynamic -lOpenCL

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile uses ViennaCL OpenCL support and runs the included computational benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationTITAN RTXRTX 2080 SUPERRTX 2080 TiRTX 2080RTX 2070 SUPERRTX 2060RTX 2070RTX 2060 SUPERGTX 1080GTX 1660 TiGTX 1070 TiGTX 1660 SUPERGTX 1650 SUPERGTX 1660GTX 1070GTX 1650GTX 1060Radeon VIIRX Vega 5620406080100SE +/- 0.57, N = 11SE +/- 0.41, N = 11SE +/- 0.39, N = 11SE +/- 0.38, N = 11SE +/- 0.44, N = 11SE +/- 0.29, N = 11SE +/- 0.47, N = 11SE +/- 0.24, N = 11SE +/- 0.21, N = 11SE +/- 0.37, N = 11SE +/- 0.38, N = 11SE +/- 0.37, N = 11SE +/- 0.27, N = 11SE +/- 0.25, N = 11SE +/- 0.23, N = 11SE +/- 0.21, N = 11SE +/- 0.32, N = 11SE +/- 0.40, N = 8SE +/- 0.28, N = 1276.6476.1075.7974.7374.4573.3172.5772.5070.6970.0369.1868.1567.9367.8266.2162.9661.6550.6132.801. (CXX) g++ options: -rdynamic -lOpenCL

Mixbench

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

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: OpenCL - Benchmark: IntegerTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1650 SUPERRadeon VIIGTX 1650GTX 1080RX Vega 56GTX 1070 TiGTX 1070GTX 10604K8K12K16K20KSE +/- 63.55, N = 15SE +/- 11.06, N = 14SE +/- 11.48, N = 14SE +/- 1.20, N = 14SE +/- 1.47, N = 14SE +/- 1.82, N = 13SE +/- 2.40, N = 13SE +/- 14.13, N = 13SE +/- 50.53, N = 15SE +/- 7.30, N = 13SE +/- 0.61, N = 13SE +/- 0.38, N = 13SE +/- 0.17, N = 4SE +/- 0.52, N = 12SE +/- 6.51, N = 15SE +/- 0.18, N = 4SE +/- 0.83, N = 14SE +/- 0.96, N = 13SE +/- 2.70, N = 1416979.9916323.9411752.1110930.569696.388362.868218.027275.335803.635432.405303.514975.184492.813466.722655.582220.582157.312019.081354.141. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

clpeak

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

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiRadeon VIIGTX 1660GTX 1660 SUPERGTX 1650 SUPERGTX 1650GTX 1080GTX 1070 TiRX Vega 56GTX 1070GTX 10603K6K9K12K15KSE +/- 169.21, N = 15SE +/- 23.37, N = 12SE +/- 58.52, N = 13SE +/- 51.79, N = 12SE +/- 66.40, N = 12SE +/- 83.63, N = 15SE +/- 81.72, N = 15SE +/- 65.66, N = 15SE +/- 49.36, N = 15SE +/- 1.12, N = 5SE +/- 10.20, N = 12SE +/- 6.44, N = 12SE +/- 41.07, N = 15SE +/- 1.93, N = 13SE +/- 7.00, N = 10SE +/- 0.30, N = 10SE +/- 0.05, N = 4SE +/- 6.03, N = 12SE +/- 10.83, N = 1513783.9313629.3710266.729141.238484.417133.776930.215356.844734.364500.454338.674280.554128.392641.382430.552076.451973.711695.791275.121. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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 BenchmarkTITAN RTXRTX 2080 TiRTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2060 SUPERRTX 2070RTX 2060GTX 1660 SUPERGTX 1070 TiGTX 1660GTX 1080GTX 1070GTX 1660 TiGTX 1060GTX 1650GTX 1650 SUPER1.12282.24563.36844.49125.614SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 34.994.753.693.623.553.543.492.792.262.242.202.132.122.111.531.511.36MIN: 0.32 / MAX: 5.69MIN: 0.32 / MAX: 5.39MIN: 0.27 / MAX: 4.23MIN: 0.27 / MAX: 4.17MIN: 0.27 / MAX: 4.09MIN: 0.27 / MAX: 4.03MIN: 0.27 / MAX: 3.96MIN: 0.27 / MAX: 3.18MIN: 0.27 / MAX: 2.54MIN: 0.27 / MAX: 2.52MIN: 0.32 / MAX: 2.47MIN: 0.27 / MAX: 2.39MIN: 0.27 / MAX: 2.4MIN: 0.23 / MAX: 2.4MIN: 0.23 / MAX: 1.72MIN: 0.27 / MAX: 1.68MIN: 0.23 / MAX: 1.51

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCGTX 1660TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1650 SUPERGTX 1650GTX 1080GTX 1070GTX 10600.0090.0180.0270.0360.0450.040.030.030.030.030.030.030.030.030.030.030.030.030.020.020.02

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCTITAN RTXRTX 2080 TiRTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2060 SUPERRTX 2070RTX 2060GTX 1660 SUPERGTX 1660GTX 1070 TiGTX 1660 TiGTX 1070GTX 1080GTX 1060GTX 1650GTX 1650 SUPER1.34552.6914.03655.3826.7275SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, 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 +/- 0.00, 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 = 35.985.674.444.384.324.204.173.342.632.562.552.512.462.451.781.731.61MIN: 4.3 / MAX: 6.07MIN: 5.22 / MAX: 5.74MIN: 4.11 / MAX: 4.55MIN: 3.78 / MAX: 4.5MIN: 4.11 / MAX: 4.45MIN: 4.1 / MAX: 4.33MIN: 4.09 / MAX: 4.28MIN: 3.13 / MAX: 3.41MIN: 2.55 / MAX: 2.68MIN: 2.31 / MAX: 2.64MIN: 2.31 / MAX: 2.62MIN: 2.26 / MAX: 2.58MIN: 2.29 / MAX: 2.51MIN: 2.29 / MAX: 2.5MIN: 1.64 / MAX: 1.82MIN: 1.64 / MAX: 1.78MIN: 1.43 / MAX: 1.65

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRadeon VIITITAN RTXRTX 2080 TiRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2060GTX 1070GTX 1660 SUPERGTX 1660GTX 1060GTX 1070 TiGTX 1660 TiGTX 1080GTX 1650GTX 1650 SUPER510152025SE +/- 1.58, N = 12SE +/- 0.18, N = 4SE +/- 0.02, N = 4SE +/- 0.09, N = 4SE +/- 0.02, N = 4SE +/- 0.03, N = 4SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 321.5812.7312.3311.3210.9810.219.249.147.976.625.615.585.415.385.014.233.932.73MIN: 2.49 / MAX: 24.56MIN: 11.95 / MAX: 14MIN: 11.33 / MAX: 12.81MIN: 10.46 / MAX: 11.82MIN: 9.7 / MAX: 11.42MIN: 9.44 / MAX: 10.58MIN: 8.34 / MAX: 9.72MIN: 7.66 / MAX: 9.61MIN: 6.98 / MAX: 8.23MIN: 5.17 / MAX: 6.91MIN: 5.07 / MAX: 5.86MIN: 4.65 / MAX: 5.8MIN: 4.66 / MAX: 5.64MIN: 1.63 / MAX: 5.69MIN: 3.24 / MAX: 5.25MIN: 3.57 / MAX: 4.38MIN: 3.46 / MAX: 4.06MIN: 2.15 / MAX: 2.83

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080Radeon VIIRTX 2060 SUPERRTX 2070RTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1660GTX 1080GTX 1070 TiGTX 1070GTX 1650 SUPERGTX 1650GTX 10600.50181.00361.50542.00722.509SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 4SE +/- 0.10, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 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 = 32.232.231.931.901.871.371.331.301.171.091.070.990.990.980.920.810.670.65MIN: 0.25 / MAX: 2.7MIN: 0.32 / MAX: 2.65MIN: 0.29 / MAX: 2.33MIN: 0.28 / MAX: 2.24MIN: 0.25 / MAX: 2.25MIN: 0.06 / MAX: 1.75MIN: 0.29 / MAX: 1.53MIN: 0.29 / MAX: 1.49MIN: 0.26 / MAX: 1.39MIN: 0.25 / MAX: 1.26MIN: 0.25 / MAX: 1.23MIN: 0.24 / MAX: 1.16MIN: 0.24 / MAX: 1.15MIN: 0.24 / MAX: 1.14MIN: 0.23 / MAX: 1.06MIN: 0.24 / MAX: 0.93MIN: 0.22 / MAX: 0.8MIN: 0.22 / MAX: 0.74

LeelaChessZero

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.26Backend: OpenCLRadeon VIITITAN RTXRTX 2080 SUPERRTX 2080 TiRTX 2070 SUPERRTX 2080RX Vega 56RTX 2070RTX 2060 SUPERGTX 1080GTX 1070RTX 2060GTX 1660 TiGTX 1660GTX 1660 SUPERGTX 1650 SUPERGTX 1060GTX 165020406080100107.8892.2590.1890.1779.8279.0676.8074.9274.5673.8668.7268.2965.8162.3961.6857.1953.8347.40

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLTITAN RTXRadeon VIIRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERGTX 1080RTX 2060 SUPERRTX 2070RX Vega 56RTX 2060GTX 1070 TiGTX 1070GTX 1660 TiGTX 1660 SUPERGTX 1060GTX 1660GTX 1650 SUPERGTX 16505K10K15K20K25KSE +/- 20.50, N = 3SE +/- 147.71, N = 3SE +/- 55.16, N = 3SE +/- 79.08, N = 3SE +/- 77.45, N = 3SE +/- 28.58, N = 3SE +/- 57.21, N = 3SE +/- 61.94, N = 3SE +/- 70.73, N = 3SE +/- 83.59, N = 3SE +/- 64.75, N = 3SE +/- 85.75, N = 3SE +/- 56.77, N = 3SE +/- 54.30, N = 3SE +/- 28.32, N = 3SE +/- 3.38, N = 3SE +/- 19.16, N = 3SE +/- 6.17, N = 32242422028218391750115442147301266212335123111147610290994797507733736659335895515131011. (CXX) g++ options: -flto -pthread

FAHBench

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

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2070RTX 2060GTX 1080GTX 1070GTX 1660 TiGTX 1070 TiGTX 1660 SUPERGTX 1660GTX 1060GTX 1650 SUPERGTX 165060120180240300SE +/- 0.85, N = 3SE +/- 1.17, N = 3SE +/- 0.82, N = 3SE +/- 0.92, N = 3SE +/- 1.06, N = 3SE +/- 0.32, N = 3SE +/- 0.34, N = 3SE +/- 0.54, N = 3SE +/- 0.41, N = 3SE +/- 0.46, N = 3SE +/- 0.42, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 3292.16290.72248.01235.53221.73200.77199.87178.47151.57139.50138.56137.14135.61125.62102.2782.0575.81

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsRadeon VIIRX Vega 56300600900120015001568.931383.70

MandelGPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 2080 TiRTX 2080 SUPERTITAN RTXGTX 1660RTX 2070 SUPERRTX 2080GTX 1650 SUPERRTX 2070GTX 1660 TiRTX 2060 SUPERRTX 2060Radeon VIIGTX 1650GTX 1660 SUPERGTX 1080GTX 1070GTX 1060RX Vega 56900K1800K2700K3600K4500K4199725.883966294.183918310.993615143.303463394.613430972.393406236.853369143.183300105.693246088.292986480.822888756.722875574.332835520.582450550.942106550.521865313.241726696.54

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPUTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1080Radeon VIIGTX 1660 TiGTX 1660 SUPERGTX 1070 TiGTX 1660GTX 1650 SUPERGTX 1070RX Vega 56GTX 1650GTX 1060100M200M300M400M500MSE +/- 2829613.77, N = 10SE +/- 2765042.11, N = 10SE +/- 2703218.20, N = 9SE +/- 1245853.73, N = 9SE +/- 1663935.40, N = 9SE +/- 2064512.42, N = 8SE +/- 1074135.38, N = 8SE +/- 1119740.36, N = 8SE +/- 528438.95, N = 8SE +/- 793496.27, N = 7SE +/- 340263.98, N = 7SE +/- 173522.04, N = 7SE +/- 459096.61, N = 7SE +/- 481764.73, N = 7SE +/- 421595.14, N = 7SE +/- 327094.24, N = 7SE +/- 247337.09, N = 6SE +/- 92918.17, N = 6SE +/- 339240.54, N = 6480798376.6448915216.6374422420.6345359936.4323061985.4284631717.4281931310.0252924048.7231826397.8216878966.2210891296.2200846066.4194875210.8193795979.5186025762.6184077179.7172587430.1132266243.9130290433.81. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

Rodinia

OpenBenchmarking.orgCelsius, Fewer Is BetterRodinia 3.1GPU Temperature MonitorGTX 1070 TiGTX 1650GTX 1660 TiRTX 2080 SUPERGTX 1660RTX 2070 SUPERGTX 1650 SUPERRTX 2070GTX 1060RTX 2060 SUPERRTX 2060GTX 1660 SUPERRTX 2080 TiTITAN RTXRTX 2080GTX 1080GTX 10701326395265Min: 39 / Avg: 43.62 / Max: 47Min: 39 / Avg: 45.53 / Max: 49Min: 39 / Avg: 45.78 / Max: 49Min: 43 / Avg: 46.43 / Max: 49Min: 42 / Avg: 47.29 / Max: 50Min: 44 / Avg: 48.48 / Max: 51Min: 46 / Avg: 49.22 / Max: 51Min: 44 / Avg: 49.31 / Max: 53Min: 41 / Avg: 49.31 / Max: 54Min: 45 / Avg: 50.5 / Max: 54Min: 45 / Avg: 51 / Max: 54Min: 45 / Avg: 52.09 / Max: 57Min: 49 / Avg: 53.32 / Max: 56Min: 50 / Avg: 54.12 / Max: 57Min: 52 / Avg: 56.89 / Max: 61Min: 48 / Avg: 56.89 / Max: 64Min: 48 / Avg: 57.03 / Max: 63

ArrayFire

OpenBenchmarking.orgCelsius, Fewer Is BetterArrayFire 3.7GPU Temperature MonitorRX Vega 56GTX 1070 TiRadeon VIIGTX 1660 TiGTX 1650RTX 2080 SUPERRTX 2070 SUPERGTX 1650 SUPERGTX 1660GTX 1060RTX 2060 SUPERRTX 2060GTX 1660 SUPERRTX 2070RTX 2080 TiTITAN RTXGTX 1070GTX 1080RTX 20801326395265Min: 40 / Avg: 42.22 / Max: 47Min: 42 / Avg: 43.29 / Max: 45Min: 43 / Avg: 44.97 / Max: 47Min: 42 / Avg: 45.47 / Max: 49Min: 42 / Avg: 45.54 / Max: 50Min: 45 / Avg: 47.25 / Max: 50Min: 45 / Avg: 47.64 / Max: 51Min: 46 / Avg: 48.09 / Max: 50Min: 46 / Avg: 48.45 / Max: 52Min: 48 / Avg: 50.14 / Max: 54Min: 47 / Avg: 50.28 / Max: 54Min: 47 / Avg: 50.34 / Max: 54Min: 43 / Avg: 50.39 / Max: 58Min: 49 / Avg: 51.79 / Max: 56Min: 53 / Avg: 55.13 / Max: 59Min: 53 / Avg: 55.85 / Max: 60Min: 54 / Avg: 56.91 / Max: 59Min: 56 / Avg: 58.69 / Max: 62Min: 56 / Avg: 59.59 / Max: 64

FinanceBench

OpenBenchmarking.orgCelsius, Fewer Is BetterFinanceBench 2016-06-06GPU Temperature MonitorGTX 1650GTX 1660GTX 1660 TiRTX 2070 SUPERRTX 2080 SUPERRTX 2060RTX 2060 SUPERRTX 2070GTX 1650 SUPERGTX 1070 TiRadeon VIITITAN RTXGTX 1060RTX 2080 TiRX Vega 56GTX 1660 SUPERRTX 2080GTX 1080GTX 10701020304050Min: 34 / Avg: 35.36 / Max: 37Min: 36 / Avg: 37.72 / Max: 40Min: 36 / Avg: 37.83 / Max: 39Min: 37 / Avg: 38.3 / Max: 40Min: 37 / Avg: 38.31 / Max: 40Min: 37 / Avg: 38.7 / Max: 41Min: 38 / Avg: 39.66 / Max: 42Min: 38 / Avg: 39.74 / Max: 42Min: 39 / Avg: 39.86 / Max: 41Min: 39 / Avg: 39.94 / Max: 41Min: 38 / Avg: 40.32 / Max: 42Min: 41 / Avg: 42.67 / Max: 44Min: 40 / Avg: 42.76 / Max: 46Min: 42 / Avg: 43.96 / Max: 46Min: 44 / Avg: 44.97 / Max: 47Min: 45 / Avg: 46.81 / Max: 49Min: 45 / Avg: 46.84 / Max: 49Min: 46 / Avg: 47.39 / Max: 50Min: 43 / Avg: 48.67 / Max: 50

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 OpenCLTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2060 SUPERRTX 2070GTX 1660 SUPERRTX 2060GTX 1660 TiGTX 1080GTX 1070 TiGTX 1070GTX 1650 SUPERGTX 1660GTX 1060GTX 1650Radeon VIIRX Vega 56510152025SE +/- 0.001, N = 10SE +/- 0.005, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.004, N = 10SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.003, N = 10SE +/- 0.003, N = 10SE +/- 0.009, N = 4SE +/- 0.005, N = 41.6661.6771.9002.0712.0752.0832.0972.6422.6593.0683.3873.8144.0774.4454.5415.0006.80818.38021.0101. (CXX) g++ options: -rdynamic

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 OpenCLRadeon VIITITAN RTXRTX 2080 TiRX Vega 56RTX 2080 SUPERGTX 1080GTX 1070 TiRTX 2080RTX 2070 SUPERGTX 1070RTX 2070RTX 2060 SUPERRTX 2060GTX 1060GTX 1660 TiGTX 1660GTX 1660 SUPERGTX 1650 SUPERGTX 1650612182430SE +/- 0.017186, N = 15SE +/- 0.001983, N = 15SE +/- 0.001717, N = 14SE +/- 0.023715, N = 13SE +/- 0.003249, N = 15SE +/- 0.003290, N = 15SE +/- 0.003359, N = 15SE +/- 0.001547, N = 14SE +/- 0.014259, N = 15SE +/- 0.209293, N = 15SE +/- 0.001589, N = 14SE +/- 0.015324, N = 15SE +/- 0.000959, N = 14SE +/- 0.317433, N = 15SE +/- 0.001932, N = 14SE +/- 0.001244, N = 14SE +/- 0.001295, N = 14SE +/- 0.001228, N = 14SE +/- 0.002491, N = 141.7870005.7010006.0200006.0410006.8110006.9810007.2980007.6570008.2630008.96800010.25400010.49800012.55500013.34000014.38500015.25900015.27100016.57778524.1452851. (CXX) g++ options: -O3 -lOpenCL

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080GTX 1080RTX 2070 SUPERRTX 2070GTX 1070 TiRTX 2060 SUPERGTX 1070RTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1660GTX 1060GTX 1650 SUPERGTX 165048121620SE +/- 0.008, N = 8SE +/- 0.009, N = 8SE +/- 0.006, N = 7SE +/- 0.008, N = 7SE +/- 0.018, N = 6SE +/- 0.011, N = 6SE +/- 0.005, N = 6SE +/- 0.006, N = 6SE +/- 0.008, N = 6SE +/- 0.019, N = 6SE +/- 0.004, N = 5SE +/- 0.016, N = 5SE +/- 0.009, N = 5SE +/- 0.015, N = 4SE +/- 0.012, N = 4SE +/- 0.021, N = 4SE +/- 0.004, N = 34.2504.4145.7186.1966.4576.8377.7677.7917.9148.2058.83610.84711.48211.89312.00212.48717.8231. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: OpenCLRX Vega 56170340510680850SE +/- 7.70, N = 9768.16