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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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 GeForce GTX 680 2GB (1006/3004MHz)NVIDIA GeForce GTX 780 Ti 3GB (875/3500MHz)eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz)NVIDIA GeForce GTX 980 4GB (1126/3505MHz)NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz)NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz)NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)NVIDIA GeForce GTX 1070 8GB (1506/4006MHz)NVIDIA GeForce GTX 1080 8GB (1607/5005MHz)NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz)Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TITAN RTX 24GB (1350/7000MHz)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- GTX 680: GPU Compute Cores: 1536- GTX 780 Ti: GPU Compute Cores: 2880- GTX 970: GPU Compute Cores: 1664- GTX 980: GPU Compute Cores: 2048- GTX 980 Ti: GPU Compute Cores: 2816- GTX TITAN X GM200: GPU Compute Cores: 3072- GTX 1060: GPU Compute Cores: 1280- GTX 1070: GPU Compute Cores: 1920- GTX 1080: GPU Compute Cores: 2560- GTX 1080 Ti: GPU Compute Cores: 3584- RTX 2080: GPU Compute Cores: 2944- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608- Python 2.7.15rc1 + Python 3.6.7- __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp

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

GTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTXPer 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 TPACFGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX4825331835.8042.04253522.603.197.321.6814114055880.328512.024804.5711533714510973.35416515.063.465.302.7226324696326.4521900.384763.2911718798396.7190.44414413.303.104.492.75143137113821.9027230.356241.54132208982111101471411.803.063.953.01164159130220.1330340.326511.411677811105143.72114.29586010.221.523.273.53264197161614.0538790.283801.39172881092915212165579.031.363.113.75263222178313.4841350.268661.3612242696491.76102.90439212.031.313.652.97147151129519.7326570.314931.41172899980133.10140.2964108.301.102.873.77196223168414.9038770.242831.0813833873214815585706.541.122.724.29222293245022.2638230.208891.062168513732212.18197.70116054.971.022.275.18329400336614.1655810.199740.772965019855220.39236.54110296.170.801.885.95368292101997.2765890.191730.884231428476303.71294.39161754.450.731.626.65505434148405.4391910.188480.644637730528321297173244.260.731.616.42528460153984.9898840.187730.63OpenBenchmarking.org

NAMD CUDA

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106070140210280350Min: 52.4 / Avg: 209.26 / Max: 364.2Min: 50.7 / Avg: 249.46 / Max: 376Min: 48.5 / Avg: 263.5 / Max: 339.3Min: 52.6 / Avg: 316.4 / Max: 381.9Min: 52.5 / Avg: 302.56 / Max: 361.6Min: 48.1 / Avg: 265.81 / Max: 321.7Min: 47.7 / Avg: 247.44 / Max: 308.2Min: 51.9 / Avg: 330.2 / Max: 403Min: 51.5 / Avg: 264.88 / Max: 273.6Min: 53.4 / Avg: 280.69 / Max: 372.1Min: 43.3 / Avg: 235.74 / Max: 317.8Min: 169.7 / Avg: 243.01 / Max: 279.3Min: 41.6 / Avg: 209.4 / Max: 260.2

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 HDRTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106010K20K30K40K50KSE +/- 231.35, N = 3SE +/- 82.86, N = 3SE +/- 11.86, N = 3SE +/- 1.33, N = 3SE +/- 15.76, N = 3SE +/- 3.61, N = 3SE +/- 10.84, N = 3SE +/- 51.10, N = 3SE +/- 15.90, N = 3SE +/- 10.84, N = 3SE +/- 40.83, N = 3SE +/- 2.00, N = 3SE +/- 5.17, N = 34637742314296501728816778132201171811533482521685138331728912242

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10607K14K21K28K35KSE +/- 39.86, N = 3SE +/- 18.48, N = 3SE +/- 30.23, N = 3SE +/- 20.28, N = 3SE +/- 23.78, N = 3SE +/- 40.54, N = 3SE +/- 1.86, N = 3SE +/- 30.33, N = 3SE +/- 5.33, N = 3SE +/- 12.67, N = 3SE +/- 15.59, N = 3SE +/- 1.20, N = 33052828476198551092911105898279837145331813732873299806964

OctaneBench

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

OpenBenchmarking.orgScore, More Is BetterOctaneBench 4.00Total ScoreTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106070140210280350321.00303.71220.39152.00143.72111.0096.71109.0035.80212.18148.00133.1091.76

GROMACS

OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2018.3System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106070140210280350Min: 52 / Avg: 315.63 / Max: 367.3Min: 50.7 / Avg: 316.38 / Max: 366.5Min: 48.7 / Avg: 283.1 / Max: 311.1Min: 54.9 / Avg: 305.56 / Max: 321.8Min: 50.7 / Avg: 284.77 / Max: 299.4Min: 64.6 / Avg: 246.99 / Max: 257.2Min: 56.5 / Avg: 229.2 / Max: 236Min: 51.7 / Avg: 328.69 / Max: 347.1Min: 54.7 / Avg: 235.38 / Max: 241.1Min: 52.1 / Avg: 297.55 / Max: 322.1Min: 45.9 / Avg: 247.86 / Max: 260.3Min: 44.4 / Avg: 221.47 / Max: 231.7Min: 41.1 / Avg: 191.64 / Max: 197.1

OctaneBench

OpenBenchmarking.orgWatts, Fewer Is BetterOctaneBench 4.00System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106060120180240300Min: 46.6 / Avg: 315.28 / Max: 350Min: 45.3 / Avg: 299.31 / Max: 329.8Min: 77 / Avg: 230.22 / Max: 269.5Min: 54 / Avg: 230.17 / Max: 258.6Min: 51.2 / Avg: 214.75 / Max: 243.1Min: 47.5 / Avg: 168.73 / Max: 191.8Min: 46.7 / Avg: 153.05 / Max: 214.5Min: 51.7 / Avg: 254.01 / Max: 275.1Min: 52.5 / Avg: 182.48 / Max: 212.3Min: 64 / Avg: 226.55 / Max: 252.1Min: 41.9 / Avg: 161.36 / Max: 183Min: 41.6 / Avg: 148.64 / Max: 170Min: 40 / Avg: 115.29 / Max: 177

LuxMark

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106060120180240300Min: 51.9 / Avg: 348.23 / Max: 358Min: 57.5 / Avg: 333.06 / Max: 343.7Min: 48.7 / Avg: 259.96 / Max: 273.4Min: 54.9 / Avg: 274.3 / Max: 283.5Min: 52.3 / Avg: 252.9 / Max: 262.4Min: 48.3 / Avg: 210.38 / Max: 218.6Min: 103.6 / Avg: 196.12 / Max: 199.4Min: 62 / Avg: 278.61 / Max: 295.9Min: 53.1 / Avg: 203.67 / Max: 217.6Min: 52.6 / Avg: 276.43 / Max: 282.9Min: 41.3 / Avg: 198.56 / Max: 204.2Min: 86.5 / Avg: 194.45 / Max: 198.9Min: 44.6 / Avg: 152.45 / Max: 155.7

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106060120180240300Min: 184.5 / Avg: 338.75 / Max: 347.9Min: 181.3 / Avg: 321.85 / Max: 333.1Min: 49.4 / Avg: 243.13 / Max: 253.5Min: 54.6 / Avg: 250.3 / Max: 257.9Min: 53.1 / Avg: 229.94 / Max: 237.8Min: 48.3 / Avg: 191.15 / Max: 198.1Min: 47.3 / Avg: 175.22 / Max: 178.9Min: 50.5 / Avg: 273.99 / Max: 288.7Min: 54.7 / Avg: 202.18 / Max: 205.4Min: 47.7 / Avg: 239.62 / Max: 245.3Min: 43.5 / Avg: 173.25 / Max: 177.2Min: 44.3 / Avg: 174.82 / Max: 179.8Min: 40.9 / Avg: 141.45 / Max: 144.9

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106060120180240300Min: 134 / Avg: 337.53 / Max: 344.3Min: 52.6 / Avg: 320.82 / Max: 326.8Min: 89.2 / Avg: 242.23 / Max: 250.6Min: 55 / Avg: 242.7 / Max: 250.6Min: 141.3 / Avg: 233.13 / Max: 237.6Min: 48.2 / Avg: 189.64 / Max: 194.3Min: 47.6 / Avg: 175.01 / Max: 177.8Min: 50.6 / Avg: 260.76 / Max: 277Min: 53.7 / Avg: 199.93 / Max: 208.6Min: 136.6 / Avg: 234.43 / Max: 239.4Min: 43.1 / Avg: 168.45 / Max: 171.2Min: 42.1 / Avg: 166.89 / Max: 170.5Min: 41 / Avg: 134.5 / Max: 137.4

FAHBench

OpenBenchmarking.orgWatts, Fewer Is BetterFAHBench 2.3.2System Power Consumption MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106060120180240300Min: 71.5 / Avg: 216.97 / Max: 307.4Min: 48.3 / Avg: 215.05 / Max: 315.1Min: 44.3 / Avg: 180.63 / Max: 260.2Min: 79.2 / Avg: 188.72 / Max: 251.2Min: 77.5 / Avg: 186.46 / Max: 236.1Min: 71.8 / Avg: 154.93 / Max: 207.1Min: 71.9 / Avg: 147.03 / Max: 186.3Min: 74.2 / Avg: 213.5 / Max: 287.5Min: 85.3 / Avg: 161.55 / Max: 208.9Min: 48.4 / Avg: 187.72 / Max: 258.3Min: 42.2 / Avg: 154.69 / Max: 203.6Min: 70.3 / Avg: 144.57 / Max: 189.2Min: 40.5 / Avg: 120.84 / Max: 154.8

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2TITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106060120180240300SE +/- 0.64, N = 3SE +/- 0.29, N = 3SE +/- 0.23, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3297.00294.39236.54121.00114.29101.0090.4473.3542.04197.70155.00140.29102.90

Mixbench

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

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10604K8K12K16K20KSE +/- 8.55, N = 3SE +/- 21.81, N = 3SE +/- 1.47, N = 3SE +/- 6.28, N = 3SE +/- 1.73, N = 3SE +/- 4.70, N = 3SE +/- 0.45, N = 3SE +/- 3.73, N = 3SE +/- 1.39, N = 3SE +/- 548.77, N = 3SE +/- 9.71, N = 3SE +/- 48.40, N = 3SE +/- 0.64, N = 3173241617511029655758604714414441652535116058570641043921. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

LuxMark

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106071421283528.3827.6025.3515.0715.3414.4213.887.864.1820.1919.2519.9417.43

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 1060306090120150136.91131.47121.9569.0772.9769.1666.8742.0923.8790.5079.8498.9086.54

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10602040608010090.4488.7681.9745.0347.6347.3645.6227.4016.6058.5851.8459.8051.78

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 FilterTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 1060510152025SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 34.264.456.179.0310.2211.8013.3015.0622.604.976.548.3012.031. (CXX) g++ options: -O2 -lOpenCL

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2TITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10600.30830.61660.92491.23321.54151.371.371.310.640.610.650.620.340.261.051.000.970.85

OctaneBench

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10600.22950.4590.68850.9181.14751.021.010.960.660.670.660.630.430.200.940.920.900.80

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: OpenCLTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10600.77851.5572.33553.1143.8925SE +/- 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 = 30.730.730.801.361.523.063.103.463.191.021.121.101.31

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Boat - Acceleration: OpenCLTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 1060246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.611.621.883.113.273.954.495.307.322.272.722.873.65

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 BenchmarkTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 1060246810SE +/- 0.02, N = 3SE +/- 0.02, 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 +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 36.426.655.953.753.533.012.752.721.685.184.293.772.971. (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 BandwidthTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 1060110220330440550SE +/- 1.05, N = 3SE +/- 0.74, N = 3SE +/- 0.23, N = 3SE +/- 0.26, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.70, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3528505368263264164143263141329222196147

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 PrecisionTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 1060100200300400500SE +/- 8.49, N = 3SE +/- 0.06, N = 3SE +/- 2.01, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.54, N = 3SE +/- 0.60, N = 3SE +/- 0.28, N = 3SE +/- 0.11, N = 3SE +/- 19.15, N = 3SE +/- 1.76, N = 3SE +/- 0.29, N = 3SE +/- 0.36, N = 34604342922221971591372461404002932231511. (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 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10603K6K9K12K15KSE +/- 1168.75, N = 3SE +/- 697.03, N = 3SE +/- 652.84, N = 3SE +/- 23.76, N = 3SE +/- 21.99, N = 3SE +/- 6.22, N = 3SE +/- 18.00, N = 3SE +/- 16.34, N = 3SE +/- 1.19, N = 3SE +/- 18.09, N = 3SE +/- 11.35, N = 3SE +/- 18.17, N = 3SE +/- 2.40, N = 315398148401019917831616130211389635583366245016841295

GROMACS

OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2018.3GPU Temperature MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10601632486480Min: 34 / Avg: 59.53 / Max: 68Min: 63 / Avg: 67.33 / Max: 69Min: 67 / Avg: 76.94 / Max: 80Min: 68 / Avg: 81.08 / Max: 83Min: 68 / Avg: 80.28 / Max: 82Min: 65 / Avg: 78.37 / Max: 81Min: 46 / Avg: 61.09 / Max: 63Min: 68 / Avg: 81.06 / Max: 83Min: 63 / Avg: 78.24 / Max: 80Min: 67 / Avg: 75.12 / Max: 78Min: 64 / Avg: 72.7 / Max: 75Min: 63 / Avg: 70.08 / Max: 72Min: 55 / Avg: 66.01 / Max: 68

OctaneBench

OpenBenchmarking.orgCelsius, Fewer Is BetterOctaneBench 4.00GPU Temperature MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10601632486480Min: 37 / Avg: 71.03 / Max: 77Min: 34 / Avg: 68.08 / Max: 75Min: 38 / Avg: 75.21 / Max: 83Min: 49 / Avg: 78.6 / Max: 83Min: 46 / Avg: 76.56 / Max: 81Min: 42 / Avg: 70.42 / Max: 78Min: 34 / Avg: 53.66 / Max: 58Min: 50 / Avg: 77.49 / Max: 81Min: 46 / Avg: 73.49 / Max: 77Min: 45 / Avg: 71.21 / Max: 76Min: 40 / Avg: 64.51 / Max: 70Min: 38 / Avg: 62.99 / Max: 69Min: 37 / Avg: 56.47 / Max: 60

FAHBench

OpenBenchmarking.orgCelsius, Fewer Is BetterFAHBench 2.3.2GPU Temperature MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10601530456075Min: 40 / Avg: 54.98 / Max: 67Min: 44 / Avg: 56.67 / Max: 67Min: 48 / Avg: 64 / Max: 76Min: 58 / Avg: 69.48 / Max: 79Min: 59 / Avg: 69.03 / Max: 77Min: 53 / Avg: 63.19 / Max: 72Min: 36 / Avg: 47.03 / Max: 55Min: 55 / Avg: 66.7 / Max: 76Min: 58 / Avg: 68.78 / Max: 76Min: 50 / Avg: 61.9 / Max: 72Min: 47 / Avg: 58.51 / Max: 67Min: 48 / Avg: 58.17 / Max: 67Min: 41 / Avg: 51.72 / Max: 61

GROMACS

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2018.3Water BenchmarkTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10600.00450.0090.01350.0180.02250.020.020.020.010.010.010.010.010.010.020.020.020.02

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 LBMTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106020406080100SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.985.437.2713.4814.0520.1321.9026.4580.3214.1622.2614.9019.731. (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: HotelTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10602K4K6K8K10KSE +/- 38.04, N = 3SE +/- 15.93, N = 3SE +/- 1.15, N = 3SE +/- 31.83, N = 3SE +/- 10.50, N = 3SE +/- 6.23, N = 3SE +/- 2.67, N = 3SE +/- 4.00, N = 3SE +/- 6.01, N = 3SE +/- 18.33, N = 3SE +/- 8.21, N = 3SE +/- 8.41, N = 3988491916589413538793034272321908515581382338772657

NAMD CUDA

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10600.45560.91121.36681.82242.278SE +/- 0.00154, N = 3SE +/- 0.00093, N = 3SE +/- 0.00151, N = 3SE +/- 0.00310, N = 3SE +/- 0.00149, N = 3SE +/- 0.00050, N = 3SE +/- 0.00115, N = 3SE +/- 0.00335, N = 3SE +/- 0.00740, N = 3SE +/- 0.00185, N = 3SE +/- 0.00033, N = 3SE +/- 0.00143, N = 3SE +/- 0.00245, N = 30.187730.188480.191730.268660.283800.326510.356240.384762.024800.199740.208890.242830.31493

LuxMark

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10601632486480Min: 57 / Avg: 74.29 / Max: 77Min: 57 / Avg: 72.82 / Max: 75Min: 64 / Avg: 78.64 / Max: 81Min: 68 / Avg: 80.35 / Max: 83Min: 68 / Avg: 78.61 / Max: 80Min: 61 / Avg: 74.29 / Max: 77Min: 42 / Avg: 54.27 / Max: 56Min: 66 / Avg: 78.93 / Max: 81Min: 63 / Avg: 76.31 / Max: 77Min: 65 / Avg: 73.06 / Max: 75Min: 59 / Avg: 65.98 / Max: 68Min: 61 / Avg: 68.03 / Max: 70Min: 52 / Avg: 61.07 / Max: 63

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10601632486480Min: 64 / Avg: 76.92 / Max: 79Min: 69 / Avg: 75.27 / Max: 77Min: 67 / Avg: 81.22 / Max: 83Min: 71 / Avg: 82.06 / Max: 84Min: 70 / Avg: 80.85 / Max: 83Min: 66 / Avg: 78.75 / Max: 80Min: 44 / Avg: 59.56 / Max: 61Min: 68 / Avg: 80.15 / Max: 82Min: 65 / Avg: 76.97 / Max: 78Min: 64 / Avg: 79.57 / Max: 82Min: 59 / Avg: 71.85 / Max: 74Min: 60 / Avg: 72.99 / Max: 75Min: 52 / Avg: 65.01 / Max: 67

NAMD CUDA

OpenBenchmarking.orgCelsius, Fewer Is BetterNAMD CUDA 2.13GPU Temperature MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10601632486480Min: 54 / Avg: 58.93 / Max: 64Min: 61 / Avg: 64.29 / Max: 66Min: 67 / Avg: 69.38 / Max: 72Min: 69 / Avg: 76.22 / Max: 82Min: 69 / Avg: 74.67 / Max: 79Min: 65 / Avg: 74.6 / Max: 78Min: 44 / Avg: 55.64 / Max: 62Min: 69 / Avg: 75.17 / Max: 80Min: 65 / Avg: 74.48 / Max: 76Min: 65 / Avg: 68.86 / Max: 72Min: 61 / Avg: 65.14 / Max: 68Min: 60 / Avg: 64 / Max: 67Min: 51 / Avg: 59.4 / Max: 64

LuxMark

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10601632486480Min: 65 / Avg: 75.76 / Max: 77Min: 63 / Avg: 73.96 / Max: 75Min: 68 / Avg: 78.74 / Max: 80Min: 70 / Avg: 80.18 / Max: 82Min: 70 / Avg: 78.82 / Max: 81Min: 66 / Avg: 75.1 / Max: 77Min: 48 / Avg: 54.41 / Max: 56Min: 69 / Avg: 77.45 / Max: 79Min: 70 / Avg: 76.4 / Max: 77Min: 65 / Avg: 72.74 / Max: 74Min: 60 / Avg: 65.1 / Max: 66Min: 61 / Avg: 67.15 / Max: 68Min: 55 / Avg: 59.7 / Max: 61

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 106070140210280350Min: 45.6 / Avg: 254.52 / Max: 364.2Min: 45 / Avg: 279.87 / Max: 376Min: 43.9 / Avg: 216.88 / Max: 339.3Min: 50.9 / Avg: 233.27 / Max: 381.9Min: 48.1 / Avg: 227.73 / Max: 361.6Min: 46.3 / Avg: 185.06 / Max: 322.4Min: 46.7 / Avg: 179.09 / Max: 308.2Min: 48.8 / Avg: 259.55 / Max: 403Min: 50.3 / Avg: 203.09 / Max: 273.6Min: 47.7 / Avg: 225.64 / Max: 372.1Min: 41 / Avg: 172.69 / Max: 317.8Min: 41.6 / Avg: 170.61 / Max: 279.3Min: 39.8 / Avg: 138.9 / Max: 260.2

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10601632486480Min: 35 / Avg: 64.14 / Max: 79Min: 34 / Avg: 67.03 / Max: 77Min: 36 / Avg: 72.15 / Max: 83Min: 41 / Avg: 75.99 / Max: 84Min: 35 / Avg: 76 / Max: 83Min: 35 / Avg: 71.02 / Max: 81Min: 31 / Avg: 54.51 / Max: 63Min: 41 / Avg: 74.8 / Max: 83Min: 39 / Avg: 74.35 / Max: 80Min: 37 / Avg: 69.67 / Max: 82Min: 33 / Avg: 64.13 / Max: 75Min: 32 / Avg: 65.36 / Max: 75Min: 35 / Avg: 58.54 / Max: 68

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 TPACFTITAN RTXRTX 2080 TiRTX 2080GTX TITAN X GM200GTX 980 TiGTX 980GTX 970GTX 780 TiGTX 680GTX 1080 TiGTX 1080GTX 1070GTX 10601.02832.05663.08494.11325.1415SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 30.630.640.881.361.391.411.543.294.570.771.061.081.411. (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