NVIDIA TITAN RTX Compute

NVIDIA TITAN RTX Linux GPGPU/compute benchmarks for a future article on Phoronix.com by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1812259-PTS-NVIDIATI26
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CPU Massive 3 Tests
HPC - High Performance Computing 2 Tests
Multi-Core 2 Tests
NVIDIA GPU Compute 5 Tests
OpenCL 4 Tests
OpenMPI Tests 2 Tests
Common Workstation Benchmarks 2 Tests

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Result
Identifier
Performance Per
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Date
Run
  Test
  Duration
GTX 680
December 23 2018
  1 Hour, 5 Minutes
GTX 780 Ti
December 22 2018
  49 Minutes
GTX 970
December 23 2018
  49 Minutes
GTX 980
December 22 2018
  47 Minutes
GTX 980 Ti
December 23 2018
  45 Minutes
GTX TITAN X GM200
December 22 2018
  45 Minutes
GTX 1060
December 23 2018
  47 Minutes
GTX 1070
December 23 2018
  44 Minutes
GTX 1080
December 22 2018
  43 Minutes
GTX 1080 Ti
December 23 2018
  41 Minutes
RTX 2080
December 23 2018
  40 Minutes
RTX 2080 Ti
December 23 2018
  39 Minutes
TITAN RTX
December 22 2018
  40 Minutes
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  46 Minutes

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NVIDIA TITAN RTX ComputeOpenBenchmarking.orgPhoronix Test SuiteIntel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads)ASUS PRIME Z390-A (0602 BIOS)Intel Cannon Lake PCH Shared SRAM16384MB2000GB SABRENT + Samsung SSD 970 EVO 250GBNVIDIA TITAN RTX 24GB (1350/7000MHz)NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz)NVIDIA GeForce GTX 980 4GB (1126/3505MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GeForce GTX 780 Ti 3GB (875/3500MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz)NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)NVIDIA GeForce GTX 680 2GB (1006/3004MHz)NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz)Realtek ALC1220Acer B286HKIntel ConnectionUbuntu 18.044.19.5-041905-generic (x86_64)GNOME Shell 3.28.3X Server 1.19.6NVIDIA 415.234.6.0OpenCL 1.2 CUDA 10.0.1321.1.84GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionNVIDIA TITAN RTX Compute BenchmarksSystem Logs- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v - Scaling Governor: intel_pstate performance- TITAN RTX: GPU Compute Cores: 4608- GTX TITAN X GM200: GPU Compute Cores: 3072- GTX 980: GPU Compute Cores: 2048- GTX 1080: GPU Compute Cores: 2560- GTX 780 Ti: GPU Compute Cores: 2880- GTX 1060: GPU Compute Cores: 1280- RTX 2080: GPU Compute Cores: 2944- GTX 1080 Ti: GPU Compute Cores: 3584- GTX 1070: GPU Compute Cores: 1920- GTX 680: GPU Compute Cores: 1536- GTX 980 Ti: GPU Compute Cores: 2816- RTX 2080 Ti: GPU Compute Cores: 4352- GTX 970: GPU Compute Cores: 1664- Python 2.7.15rc1 + Python 3.6.7- __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp

TITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970Result OverviewPhoronix Test Suite100%345%591%836%1082%OctaneBenchFAHBenchRodiniaMixbenchDarktableGROMACSParboilNAMD CUDAclpeakLuxMark

TITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 970Per Watt Result OverviewPhoronix Test Suite100%224%348%472%596%LuxMarkFAHBenchOctaneBenchGROMACSP.W.G.MP.W.G.MP.W.G.MP.W.G.M

NVIDIA TITAN RTX Computeluxmark: GPU - Luxball HDRluxmark: GPU - Microphoneoctanebench: Total Scorefahbench: mixbench: Single Precisionrodinia: OpenCL Particle Filterdarktable: Server Room - OpenCLdarktable: Boat - OpenCLgromacs-gpu: Water Benchmarkclpeak: Global Memory Bandwidthmixbench: Double Precisionclpeak: Integer Compute INTparboil: OpenCL LBMluxmark: GPU - Hotelnamd-cuda: ATPase Simulation - 327,506 Atomsparboil: OpenCL TPACFTITAN RTXGTX TITAN X GM200GTX 980GTX 1080GTX 780 TiGTX 1060RTX 2080GTX 1080 TiGTX 1070GTX 680GTX 980 TiRTX 2080 TiGTX 9704637730528321297173244.260.731.616.42528460153984.9898840.187730.63172881092915212165579.031.363.113.75263222178313.4841350.268661.36132208982111101471411.803.063.953.01164159130220.1330340.326511.4113833873214815585706.541.122.724.29222293245022.2638230.208891.0611533714510973.35416515.063.465.302.7226324696326.4521900.384763.2912242696491.76102.90439212.031.313.652.97147151129519.7326570.314931.412965019855220.39236.54110296.170.801.885.95368292101997.2765890.191730.882168513732212.18197.70116054.971.022.275.18329400336614.1655810.199740.77172899980133.10140.2964108.301.102.873.77196223168414.9038770.242831.084825331835.8042.04253522.603.197.321.6814114055880.328512.024804.571677811105143.72114.29586010.221.523.273.53264197161614.0538790.283801.394231428476303.71294.39161754.450.731.626.65505434148405.4391910.188480.6411718798396.7190.44414413.303.104.492.75143137113821.9027230.356241.54OpenBenchmarking.org

NAMD CUDA

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX70140210280350Min: 47.7 / Avg: 247.44 / Max: 308.2Min: 50.7 / Avg: 249.46 / Max: 376Min: 52.5 / Avg: 302.56 / Max: 361.6Min: 51.5 / Avg: 264.88 / Max: 273.6Min: 169.7 / Avg: 243.01 / Max: 279.3Min: 53.4 / Avg: 280.69 / Max: 372.1Min: 48.5 / Avg: 263.5 / Max: 339.3Min: 41.6 / Avg: 209.4 / Max: 260.2Min: 51.9 / Avg: 330.2 / Max: 403Min: 43.3 / Avg: 235.74 / Max: 317.8Min: 48.1 / Avg: 265.81 / Max: 321.7Min: 52.6 / Avg: 316.4 / Max: 381.9Min: 52.4 / Avg: 209.26 / Max: 364.2

LuxMark

LuxMark is a multi-platform OpenGL benchmark using LuxRender. LuxMark supports targeting different OpenCL devices and has multiple scenes available for rendering. LuxMark is a fully open-source OpenCL program with real-world rendering examples. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX10K20K30K40K50KSE +/- 10.84, N = 3SE +/- 82.86, N = 3SE +/- 15.76, N = 3SE +/- 15.90, N = 3SE +/- 2.00, N = 3SE +/- 10.84, N = 3SE +/- 11.86, N = 3SE +/- 5.17, N = 3SE +/- 51.10, N = 3SE +/- 40.83, N = 3SE +/- 3.61, N = 3SE +/- 1.33, N = 3SE +/- 231.35, N = 31171842314167784825172892168529650122421153313833132201728846377

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX7K14K21K28K35KSE +/- 1.86, N = 3SE +/- 18.48, N = 3SE +/- 23.78, N = 3SE +/- 5.33, N = 3SE +/- 1.20, N = 3SE +/- 12.67, N = 3SE +/- 30.23, N = 3SE +/- 30.33, N = 3SE +/- 15.59, N = 3SE +/- 40.54, N = 3SE +/- 20.28, N = 3SE +/- 39.86, N = 37983284761110533189980137321985569647145873289821092930528

OctaneBench

OctaneBench is a test of the OctaneRender on the GPU and requires the use of NVIDIA CUDA. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterOctaneBench 4.00Total ScoreGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX7014021028035096.71303.71143.7235.80133.10212.18220.3991.76109.00148.00111.00152.00321.00

GROMACS

OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2018.3System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX70140210280350Min: 56.5 / Avg: 229.2 / Max: 236Min: 50.7 / Avg: 316.38 / Max: 366.5Min: 50.7 / Avg: 284.77 / Max: 299.4Min: 54.7 / Avg: 235.38 / Max: 241.1Min: 44.4 / Avg: 221.47 / Max: 231.7Min: 52.1 / Avg: 297.55 / Max: 322.1Min: 48.7 / Avg: 283.1 / Max: 311.1Min: 41.1 / Avg: 191.64 / Max: 197.1Min: 51.7 / Avg: 328.69 / Max: 347.1Min: 45.9 / Avg: 247.86 / Max: 260.3Min: 64.6 / Avg: 246.99 / Max: 257.2Min: 54.9 / Avg: 305.56 / Max: 321.8Min: 52 / Avg: 315.63 / Max: 367.3

OctaneBench

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 4.00System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX60120180240300Min: 46.7 / Avg: 153.05 / Max: 214.5Min: 45.3 / Avg: 299.31 / Max: 329.8Min: 51.2 / Avg: 214.75 / Max: 243.1Min: 52.5 / Avg: 182.48 / Max: 212.3Min: 41.6 / Avg: 148.64 / Max: 170Min: 64 / Avg: 226.55 / Max: 252.1Min: 77 / Avg: 230.22 / Max: 269.5Min: 40 / Avg: 115.29 / Max: 177Min: 51.7 / Avg: 254.01 / Max: 275.1Min: 41.9 / Avg: 161.36 / Max: 183Min: 47.5 / Avg: 168.73 / Max: 191.8Min: 54 / Avg: 230.17 / Max: 258.6Min: 46.6 / Avg: 315.28 / Max: 350

LuxMark

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX60120180240300Min: 103.6 / Avg: 196.12 / Max: 199.4Min: 57.5 / Avg: 333.06 / Max: 343.7Min: 52.3 / Avg: 252.9 / Max: 262.4Min: 53.1 / Avg: 203.67 / Max: 217.6Min: 86.5 / Avg: 194.45 / Max: 198.9Min: 52.6 / Avg: 276.43 / Max: 282.9Min: 48.7 / Avg: 259.96 / Max: 273.4Min: 44.6 / Avg: 152.45 / Max: 155.7Min: 62 / Avg: 278.61 / Max: 295.9Min: 41.3 / Avg: 198.56 / Max: 204.2Min: 48.3 / Avg: 210.38 / Max: 218.6Min: 54.9 / Avg: 274.3 / Max: 283.5Min: 51.9 / Avg: 348.23 / Max: 358

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX60120180240300Min: 47.3 / Avg: 175.22 / Max: 178.9Min: 181.3 / Avg: 321.85 / Max: 333.1Min: 53.1 / Avg: 229.94 / Max: 237.8Min: 54.7 / Avg: 202.18 / Max: 205.4Min: 44.3 / Avg: 174.82 / Max: 179.8Min: 47.7 / Avg: 239.62 / Max: 245.3Min: 49.4 / Avg: 243.13 / Max: 253.5Min: 40.9 / Avg: 141.45 / Max: 144.9Min: 50.5 / Avg: 273.99 / Max: 288.7Min: 43.5 / Avg: 173.25 / Max: 177.2Min: 48.3 / Avg: 191.15 / Max: 198.1Min: 54.6 / Avg: 250.3 / Max: 257.9Min: 184.5 / Avg: 338.75 / Max: 347.9

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX60120180240300Min: 47.6 / Avg: 175.01 / Max: 177.8Min: 52.6 / Avg: 320.82 / Max: 326.8Min: 141.3 / Avg: 233.13 / Max: 237.6Min: 53.7 / Avg: 199.93 / Max: 208.6Min: 42.1 / Avg: 166.89 / Max: 170.5Min: 136.6 / Avg: 234.43 / Max: 239.4Min: 89.2 / Avg: 242.23 / Max: 250.6Min: 41 / Avg: 134.5 / Max: 137.4Min: 50.6 / Avg: 260.76 / Max: 277Min: 43.1 / Avg: 168.45 / Max: 171.2Min: 48.2 / Avg: 189.64 / Max: 194.3Min: 55 / Avg: 242.7 / Max: 250.6Min: 134 / Avg: 337.53 / Max: 344.3

FAHBench

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2System Power Consumption MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX60120180240300Min: 71.9 / Avg: 147.03 / Max: 186.3Min: 48.3 / Avg: 215.05 / Max: 315.1Min: 77.5 / Avg: 186.46 / Max: 236.1Min: 85.3 / Avg: 161.55 / Max: 208.9Min: 70.3 / Avg: 144.57 / Max: 189.2Min: 48.4 / Avg: 187.72 / Max: 258.3Min: 44.3 / Avg: 180.63 / Max: 260.2Min: 40.5 / Avg: 120.84 / Max: 154.8Min: 74.2 / Avg: 213.5 / Max: 287.5Min: 42.2 / Avg: 154.69 / Max: 203.6Min: 71.8 / Avg: 154.93 / Max: 207.1Min: 79.2 / Avg: 188.72 / Max: 251.2Min: 71.5 / Avg: 216.97 / Max: 307.4

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX60120180240300SE +/- 0.03, N = 3SE +/- 0.29, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 0.64, N = 390.44294.39114.2942.04140.29197.70236.54102.9073.35155.00101.00121.00297.00

Mixbench

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

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX4K8K12K16K20KSE +/- 0.45, N = 3SE +/- 21.81, N = 3SE +/- 1.73, N = 3SE +/- 1.39, N = 3SE +/- 48.40, N = 3SE +/- 548.77, N = 3SE +/- 1.47, N = 3SE +/- 0.64, N = 3SE +/- 3.73, N = 3SE +/- 9.71, N = 3SE +/- 4.70, N = 3SE +/- 6.28, N = 3SE +/- 8.55, N = 3414416175586025356410116051102943924165857047146557173241. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

LuxMark

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX71421283513.8827.6015.344.1819.9420.1925.3517.437.8619.2514.4215.0728.38

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX30609012015066.87131.4772.9723.8798.9090.50121.9586.5442.0979.8469.1669.07136.91

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX2040608010045.6288.7647.6316.6059.8058.5881.9751.7827.4051.8447.3645.0390.44

Rodinia

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX510152025SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 313.304.4510.2222.608.304.976.1712.0315.066.5411.809.034.261. (CXX) g++ options: -O2 -lOpenCL

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2GTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX0.30830.61660.92491.23321.54150.621.370.610.260.971.051.310.850.341.000.650.641.37

OctaneBench

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX0.22950.4590.68850.9181.14750.631.010.670.200.900.940.960.800.430.920.660.661.02

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Room - Acceleration: OpenCLGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX0.77851.5572.33553.1143.8925SE +/- 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 = 33.100.731.523.191.101.020.801.313.461.123.061.360.73

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Boat - Acceleration: OpenCLGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 34.491.623.277.322.872.271.883.655.302.723.953.111.61

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 2018.3Water BenchmarkGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX246810SE +/- 0.00, N = 3SE +/- 0.02, 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 +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 32.756.653.531.683.775.185.952.972.724.293.013.756.421. (CXX) g++ options: -march=core-avx2 -std=c++11 -O3 -funroll-all-loops -fopenmp -lpthread -ldl -lrt -lm

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 BandwidthGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX110220330440550SE +/- 0.01, N = 3SE +/- 0.74, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.70, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.26, N = 3SE +/- 1.05, N = 3143505264141196329368147263222164263528

Mixbench

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

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX100200300400500SE +/- 0.60, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.29, N = 3SE +/- 19.15, N = 3SE +/- 2.01, N = 3SE +/- 0.36, N = 3SE +/- 0.28, N = 3SE +/- 1.76, N = 3SE +/- 0.54, N = 3SE +/- 0.20, N = 3SE +/- 8.49, N = 31374341971402234002921512462931592224601. (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 INTGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX3K6K9K12K15KSE +/- 18.00, N = 3SE +/- 697.03, N = 3SE +/- 21.99, N = 3SE +/- 1.19, N = 3SE +/- 18.17, N = 3SE +/- 18.09, N = 3SE +/- 652.84, N = 3SE +/- 2.40, N = 3SE +/- 16.34, N = 3SE +/- 11.35, N = 3SE +/- 6.22, N = 3SE +/- 23.76, N = 3SE +/- 1168.75, N = 311381484016165581684336610199129596324501302178315398

GROMACS

OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2018.3GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 46 / Avg: 61.09 / Max: 63Min: 63 / Avg: 67.33 / Max: 69Min: 68 / Avg: 80.28 / Max: 82Min: 63 / Avg: 78.24 / Max: 80Min: 63 / Avg: 70.08 / Max: 72Min: 67 / Avg: 75.12 / Max: 78Min: 67 / Avg: 76.94 / Max: 80Min: 55 / Avg: 66.01 / Max: 68Min: 68 / Avg: 81.06 / Max: 83Min: 64 / Avg: 72.7 / Max: 75Min: 65 / Avg: 78.37 / Max: 81Min: 68 / Avg: 81.08 / Max: 83Min: 34 / Avg: 59.53 / Max: 68

OctaneBench

OpenBenchmarking.orgCelsius, Fewer Is BetterOctaneBench 4.00GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 34 / Avg: 53.66 / Max: 58Min: 34 / Avg: 68.08 / Max: 75Min: 46 / Avg: 76.56 / Max: 81Min: 46 / Avg: 73.49 / Max: 77Min: 38 / Avg: 62.99 / Max: 69Min: 45 / Avg: 71.21 / Max: 76Min: 38 / Avg: 75.21 / Max: 83Min: 37 / Avg: 56.47 / Max: 60Min: 50 / Avg: 77.49 / Max: 81Min: 40 / Avg: 64.51 / Max: 70Min: 42 / Avg: 70.42 / Max: 78Min: 49 / Avg: 78.6 / Max: 83Min: 37 / Avg: 71.03 / Max: 77

FAHBench

OpenBenchmarking.orgCelsius, Fewer Is BetterFAHBench 2.3.2GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1530456075Min: 36 / Avg: 47.03 / Max: 55Min: 44 / Avg: 56.67 / Max: 67Min: 59 / Avg: 69.03 / Max: 77Min: 58 / Avg: 68.78 / Max: 76Min: 48 / Avg: 58.17 / Max: 67Min: 50 / Avg: 61.9 / Max: 72Min: 48 / Avg: 64 / Max: 76Min: 41 / Avg: 51.72 / Max: 61Min: 55 / Avg: 66.7 / Max: 76Min: 47 / Avg: 58.51 / Max: 67Min: 53 / Avg: 63.19 / Max: 72Min: 58 / Avg: 69.48 / Max: 79Min: 40 / Avg: 54.98 / Max: 67

GROMACS

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2018.3Water BenchmarkGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX0.00450.0090.01350.0180.02250.010.020.010.010.020.020.020.020.010.020.010.010.02

Parboil

The Parboil Benchmarks from the IMPACT Research Group at University of Illinois are a set of throughput computing applications for looking at computing architecture and compilers. Parboil test-cases support OpenMP, OpenCL, and CUDA multi-processing environments. However, at this time the test profile is just making use of the OpenMP and OpenCL test workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL LBMGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX20406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 321.905.4314.0580.3214.9014.167.2719.7326.4522.2620.1313.484.981. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp

LuxMark

LuxMark is a multi-platform OpenGL benchmark using LuxRender. LuxMark supports targeting different OpenCL devices and has multiple scenes available for rendering. LuxMark is a fully open-source OpenCL program with real-world rendering examples. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX2K4K6K8K10KSE +/- 15.93, N = 3SE +/- 10.50, N = 3SE +/- 4.00, N = 3SE +/- 8.21, N = 3SE +/- 6.01, N = 3SE +/- 1.15, N = 3SE +/- 8.41, N = 3SE +/- 2.67, N = 3SE +/- 18.33, N = 3SE +/- 6.23, N = 3SE +/- 31.83, N = 3SE +/- 38.04, N = 3272391913879851387755816589265721903823303441359884

NAMD CUDA

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. This version of the NAMD test profile uses CUDA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX0.45560.91121.36681.82242.278SE +/- 0.00115, N = 3SE +/- 0.00093, N = 3SE +/- 0.00149, N = 3SE +/- 0.00740, N = 3SE +/- 0.00143, N = 3SE +/- 0.00185, N = 3SE +/- 0.00151, N = 3SE +/- 0.00245, N = 3SE +/- 0.00335, N = 3SE +/- 0.00033, N = 3SE +/- 0.00050, N = 3SE +/- 0.00310, N = 3SE +/- 0.00154, N = 30.356240.188480.283802.024800.242830.199740.191730.314930.384760.208890.326510.268660.18773

LuxMark

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 42 / Avg: 54.27 / Max: 56Min: 57 / Avg: 72.82 / Max: 75Min: 68 / Avg: 78.61 / Max: 80Min: 63 / Avg: 76.31 / Max: 77Min: 61 / Avg: 68.03 / Max: 70Min: 65 / Avg: 73.06 / Max: 75Min: 64 / Avg: 78.64 / Max: 81Min: 52 / Avg: 61.07 / Max: 63Min: 66 / Avg: 78.93 / Max: 81Min: 59 / Avg: 65.98 / Max: 68Min: 61 / Avg: 74.29 / Max: 77Min: 68 / Avg: 80.35 / Max: 83Min: 57 / Avg: 74.29 / Max: 77

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 44 / Avg: 59.56 / Max: 61Min: 69 / Avg: 75.27 / Max: 77Min: 70 / Avg: 80.85 / Max: 83Min: 65 / Avg: 76.97 / Max: 78Min: 60 / Avg: 72.99 / Max: 75Min: 64 / Avg: 79.57 / Max: 82Min: 67 / Avg: 81.22 / Max: 83Min: 52 / Avg: 65.01 / Max: 67Min: 68 / Avg: 80.15 / Max: 82Min: 59 / Avg: 71.85 / Max: 74Min: 66 / Avg: 78.75 / Max: 80Min: 71 / Avg: 82.06 / Max: 84Min: 64 / Avg: 76.92 / Max: 79

NAMD CUDA

OpenBenchmarking.orgCelsius, Fewer Is BetterNAMD CUDA 2.13GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 44 / Avg: 55.64 / Max: 62Min: 61 / Avg: 64.29 / Max: 66Min: 69 / Avg: 74.67 / Max: 79Min: 65 / Avg: 74.48 / Max: 76Min: 60 / Avg: 64 / Max: 67Min: 65 / Avg: 68.86 / Max: 72Min: 67 / Avg: 69.38 / Max: 72Min: 51 / Avg: 59.4 / Max: 64Min: 69 / Avg: 75.17 / Max: 80Min: 61 / Avg: 65.14 / Max: 68Min: 65 / Avg: 74.6 / Max: 78Min: 69 / Avg: 76.22 / Max: 82Min: 54 / Avg: 58.93 / Max: 64

LuxMark

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 48 / Avg: 54.41 / Max: 56Min: 63 / Avg: 73.96 / Max: 75Min: 70 / Avg: 78.82 / Max: 81Min: 70 / Avg: 76.4 / Max: 77Min: 61 / Avg: 67.15 / Max: 68Min: 65 / Avg: 72.74 / Max: 74Min: 68 / Avg: 78.74 / Max: 80Min: 55 / Avg: 59.7 / Max: 61Min: 69 / Avg: 77.45 / Max: 79Min: 60 / Avg: 65.1 / Max: 66Min: 66 / Avg: 75.1 / Max: 77Min: 70 / Avg: 80.18 / Max: 82Min: 65 / Avg: 75.76 / Max: 77

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX70140210280350Min: 46.7 / Avg: 179.09 / Max: 308.2Min: 45 / Avg: 279.87 / Max: 376Min: 48.1 / Avg: 227.73 / Max: 361.6Min: 50.3 / Avg: 203.09 / Max: 273.6Min: 41.6 / Avg: 170.61 / Max: 279.3Min: 47.7 / Avg: 225.64 / Max: 372.1Min: 43.9 / Avg: 216.88 / Max: 339.3Min: 39.8 / Avg: 138.9 / Max: 260.2Min: 48.8 / Avg: 259.55 / Max: 403Min: 41 / Avg: 172.69 / Max: 317.8Min: 46.3 / Avg: 185.06 / Max: 322.4Min: 50.9 / Avg: 233.27 / Max: 381.9Min: 45.6 / Avg: 254.52 / Max: 364.2

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1632486480Min: 31 / Avg: 54.51 / Max: 63Min: 34 / Avg: 67.03 / Max: 77Min: 35 / Avg: 76 / Max: 83Min: 39 / Avg: 74.35 / Max: 80Min: 32 / Avg: 65.36 / Max: 75Min: 37 / Avg: 69.67 / Max: 82Min: 36 / Avg: 72.15 / Max: 83Min: 35 / Avg: 58.54 / Max: 68Min: 41 / Avg: 74.8 / Max: 83Min: 33 / Avg: 64.13 / Max: 75Min: 35 / Avg: 71.02 / Max: 81Min: 41 / Avg: 75.99 / Max: 84Min: 35 / Avg: 64.14 / Max: 79

Parboil

The Parboil Benchmarks from the IMPACT Research Group at University of Illinois are a set of throughput computing applications for looking at computing architecture and compilers. Parboil test-cases support OpenMP, OpenCL, and CUDA multi-processing environments. However, at this time the test profile is just making use of the OpenMP and OpenCL test workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL TPACFGTX 970RTX 2080 TiGTX 980 TiGTX 680GTX 1070GTX 1080 TiRTX 2080GTX 1060GTX 780 TiGTX 1080GTX 980GTX TITAN X GM200TITAN RTX1.02832.05663.08494.11325.1415SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 31.540.641.394.571.080.770.881.413.291.061.411.360.631. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp

38 Results Shown

NAMD CUDA
LuxMark:
  GPU - Luxball HDR
  GPU - Microphone
OctaneBench
GROMACS:
  System Power Consumption Monitor:
    Watts
    Watts
    Watts
    Watts
    Watts
    Watts
FAHBench
Mixbench
LuxMark:
  GPU - Hotel
  GPU - Luxball HDR
  GPU - Microphone
Rodinia
FAHBench:
 
  Total Score
Darktable:
  Server Room - OpenCL
  Boat - OpenCL
GROMACS
clpeak
Mixbench
clpeak
GROMACS:
  GPU Temp Monitor:
    Celsius
    Celsius
    Celsius
  Water Benchmark:
    Ns Per Day Per Watt
Parboil
LuxMark
NAMD CUDA
LuxMark:
  GPU Temp Monitor:
    Celsius
    Celsius
    Celsius
    Celsius
  Phoronix Test Suite System Monitoring:
    Watts
    Celsius
Parboil