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 1903149-SP-1812259PT57
Jump To Table - Results

View

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

Limit displaying results to tests within:

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

Statistics

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

Graph Settings

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

Additional Graphs

Show Perf Per Core/Thread Calculation Graphs Where Applicable

Multi-Way Comparison

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

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
GTX 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
NVIDIA GV102 - Intel Core i7-8086K
March 14 2019
  8 Minutes
Invert Hiding All Results Option
  43 Minutes

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


NVIDIA TITAN RTX ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTXNVIDIA GV102 - Intel Core i7-8086KIntel 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)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 10.0ext43840x2160NVIDIA 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)Intel Core i7-8086K @ 5.00GHz (6 Cores / 12 Threads)ASUS ROG STRIX Z370-E GAMING (0616 BIOS)Intel 8th Gen Core4 x 16384 MB DDR4-2133MT/s Corsair CMR32GX4M2C3200C161000GB Samsung SSD 960 EVO 1TBNVIDIA GV102 11GBIntel I219-V + Realtek RTL8822BE 802.11a/b/g/n/ac4.15.0-46-generic (x86_64)GCC 7.3.0 + Clang 6.0.0-1ubuntu2 + CUDA 10.01024x768OpenBenchmarking.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++ --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 -vProcessor Details- GTX 680: Scaling Governor: intel_pstate performance- GTX 780 Ti: Scaling Governor: intel_pstate performance- GTX 970: Scaling Governor: intel_pstate performance- GTX 980: Scaling Governor: intel_pstate performance- GTX 980 Ti: Scaling Governor: intel_pstate performance- GTX TITAN X GM200: Scaling Governor: intel_pstate performance- GTX 1060: Scaling Governor: intel_pstate performance- GTX 1070: Scaling Governor: intel_pstate performance- GTX 1080: Scaling Governor: intel_pstate performance- GTX 1080 Ti: Scaling Governor: intel_pstate performance- RTX 2080: Scaling Governor: intel_pstate performance- RTX 2080 Ti: Scaling Governor: intel_pstate performance- TITAN RTX: Scaling Governor: intel_pstate performance- NVIDIA GV102 - Intel Core i7-8086K: Scaling Governor: intel_pstate powersaveOpenCL Details- 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: 4608Python Details- Python 2.7.15rc1 + Python 3.6.7Security Details- GTX 680: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- GTX 780 Ti: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- GTX 970: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- GTX 980: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- GTX 980 Ti: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- GTX TITAN X GM200: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- GTX 1060: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- GTX 1070: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- GTX 1080: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- GTX 1080 Ti: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- RTX 2080: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- RTX 2080 Ti: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- TITAN RTX: __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp- NVIDIA GV102 - Intel Core i7-8086K: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable

GTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTXNVIDIA GV102 - Intel Core i7-8086KResult OverviewPhoronix Test Suite100%345%591%836%1082%FAHBenchRodiniaDarktableParboilNAMD CUDA

NVIDIA TITAN RTX Computedarktable: Boat - OpenCLdarktable: Server Room - OpenCLoctanebench: Total Scorenamd-cuda: ATPase Simulation - 327,506 Atomsparboil: OpenCL TPACFparboil: OpenCL LBMrodinia: OpenCL Particle Filtermixbench: Single Precisionmixbench: Double Precisionclpeak: Global Memory Bandwidthclpeak: Integer Compute INTfahbench: luxmark: GPU - Luxball HDRluxmark: GPU - Microphoneluxmark: GPU - Hotelgromacs-gpu: Water BenchmarkGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTXNVIDIA GV102 - Intel Core i7-8086K7.323.1935.802.024804.5780.3222.60253514014155842.04482533188511.685.303.461090.384763.2926.4515.06416524626396373.3511533714521902.724.493.1096.710.356241.5421.9013.304144137143113890.4411718798327232.753.953.061110.326511.4120.1311.804714159164130210113220898230343.013.271.52143.720.283801.3914.0510.2258601972641616114.29167781110538793.533.111.361520.268661.3613.489.0365572222631783121172881092941353.753.651.3191.760.314931.4119.7312.0343921511471295102.9012242696426572.972.871.10133.100.242831.0814.908.3064102231961684140.2917289998038773.772.721.121480.208891.0622.266.548570293222245015513833873238234.292.271.02212.180.199740.7714.164.97116054003293366197.70216851373255815.181.880.80220.390.191730.887.276.171102929236810199236.54296501985565895.951.620.73303.710.188480.645.434.451617543450514840294.39423142847691916.651.610.733210.187730.634.984.261732446052815398297463773052898846.421.760.750.196230.635.354.29297.15OpenBenchmarking.org

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: Boat - Acceleration: OpenCLGTX 680GTX 780 TiGTX 970GTX 980GTX 1060GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080GTX 1080 TiRTX 2080NVIDIA GV102 - Intel Core i7-8086KRTX 2080 TiTITAN RTX246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 37.325.304.493.953.653.273.112.872.722.271.881.761.621.61
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Boat - Acceleration: OpenCLGTX 680GTX 780 TiGTX 970GTX 980GTX 1060GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080GTX 1080 TiRTX 2080NVIDIA GV102 - Intel Core i7-8086KRTX 2080 TiTITAN RTX3691215Min: 7.32 / Avg: 7.32 / Max: 7.33Min: 5.27 / Avg: 5.3 / Max: 5.31Min: 4.48 / Avg: 4.49 / Max: 4.5Min: 3.93 / Avg: 3.95 / Max: 3.98Min: 3.64 / Avg: 3.65 / Max: 3.66Min: 3.26 / Avg: 3.27 / Max: 3.27Min: 3.1 / Avg: 3.11 / Max: 3.12Min: 2.86 / Avg: 2.87 / Max: 2.87Min: 2.72 / Avg: 2.72 / Max: 2.73Min: 2.25 / Avg: 2.27 / Max: 2.28Min: 1.88 / Avg: 1.88 / Max: 1.89Min: 1.75 / Avg: 1.76 / Max: 1.77Min: 1.61 / Avg: 1.62 / Max: 1.62Min: 1.6 / Avg: 1.61 / Max: 1.62

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Room - Acceleration: OpenCLGTX 780 TiGTX 680GTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1080GTX 1070GTX 1080 TiRTX 2080NVIDIA GV102 - Intel Core i7-8086KTITAN RTXRTX 2080 Ti0.77851.5572.33553.1143.8925SE +/- 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 = 3SE +/- 0.00, N = 33.463.193.103.061.521.361.311.121.101.020.800.750.730.73
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Room - Acceleration: OpenCLGTX 780 TiGTX 680GTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1080GTX 1070GTX 1080 TiRTX 2080NVIDIA GV102 - Intel Core i7-8086KTITAN RTXRTX 2080 Ti246810Min: 3.46 / Avg: 3.46 / Max: 3.46Min: 3.18 / Avg: 3.19 / Max: 3.19Min: 3.1 / Avg: 3.1 / Max: 3.11Min: 3.06 / Avg: 3.06 / Max: 3.06Min: 1.52 / Avg: 1.52 / Max: 1.52Min: 1.36 / Avg: 1.36 / Max: 1.37Min: 1.31 / Avg: 1.31 / Max: 1.32Min: 1.11 / Avg: 1.12 / Max: 1.12Min: 1.09 / Avg: 1.1 / Max: 1.1Min: 1.02 / Avg: 1.02 / Max: 1.03Min: 0.79 / Avg: 0.8 / Max: 0.8Min: 0.75 / Avg: 0.75 / Max: 0.76Min: 0.73 / Avg: 0.73 / Max: 0.74Min: 0.73 / Avg: 0.73 / Max: 0.73

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 680GTX 1060GTX 970GTX 780 TiGTX 980GTX 1070GTX 980 TiGTX 1080GTX TITAN X GM200GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX7014021028035035.8091.7696.71109.00111.00133.10143.72148.00152.00212.18220.39303.71321.00

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 4.00Total ScoreGTX 680GTX 780 TiGTX 970GTX 980GTX TITAN X GM200GTX 980 TiGTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX0.22950.4590.68850.9181.14750.200.430.630.660.660.670.800.900.920.940.961.011.02

OpenBenchmarking.orgCelsius, Fewer Is BetterOctaneBench 4.00GPU Temperature MonitorGTX TITAN X GM200GTX 780 TiGTX 980 TiRTX 2080GTX 680GTX 1080 TiTITAN RTXGTX 980RTX 2080 TiGTX 1080GTX 1070GTX 1060GTX 9701632486480Min: 49 / Avg: 78.6 / Max: 83Min: 50 / Avg: 77.49 / Max: 81Min: 46 / Avg: 76.56 / Max: 81Min: 38 / Avg: 75.21 / Max: 83Min: 46 / Avg: 73.49 / Max: 77Min: 45 / Avg: 71.21 / Max: 76Min: 37 / Avg: 71.03 / Max: 77Min: 42 / Avg: 70.42 / Max: 78Min: 34 / Avg: 68.08 / Max: 75Min: 40 / Avg: 64.51 / Max: 70Min: 38 / Avg: 62.99 / Max: 69Min: 37 / Avg: 56.47 / Max: 60Min: 34 / Avg: 53.66 / Max: 58

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

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 680GTX 780 TiGTX 970GTX 980GTX 1060GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080GTX 1080 TiNVIDIA GV102 - Intel Core i7-8086KRTX 2080RTX 2080 TiTITAN RTX0.45560.91121.36681.82242.278SE +/- 0.00740, N = 3SE +/- 0.00335, N = 3SE +/- 0.00115, N = 3SE +/- 0.00050, N = 3SE +/- 0.00245, N = 3SE +/- 0.00149, N = 3SE +/- 0.00310, N = 3SE +/- 0.00143, N = 3SE +/- 0.00033, N = 3SE +/- 0.00185, N = 3SE +/- 0.00043, N = 3SE +/- 0.00151, N = 3SE +/- 0.00093, N = 3SE +/- 0.00154, N = 32.024800.384760.356240.326510.314930.283800.268660.242830.208890.199740.196230.191730.188480.18773
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.13ATPase Simulation - 327,506 AtomsGTX 680GTX 780 TiGTX 970GTX 980GTX 1060GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080GTX 1080 TiNVIDIA GV102 - Intel Core i7-8086KRTX 2080RTX 2080 TiTITAN RTX246810Min: 2.01 / Avg: 2.02 / Max: 2.04Min: 0.38 / Avg: 0.38 / Max: 0.39Min: 0.35 / Avg: 0.36 / Max: 0.36Min: 0.33 / Avg: 0.33 / Max: 0.33Min: 0.31 / Avg: 0.31 / Max: 0.32Min: 0.28 / Avg: 0.28 / Max: 0.29Min: 0.26 / Avg: 0.27 / Max: 0.27Min: 0.24 / Avg: 0.24 / Max: 0.25Min: 0.21 / Avg: 0.21 / Max: 0.21Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.19 / Avg: 0.19 / Max: 0.19Min: 0.19 / Avg: 0.19 / Max: 0.19

OpenBenchmarking.orgCelsius, Fewer Is BetterNAMD CUDA 2.13GPU Temperature MonitorGTX TITAN X GM200GTX 780 TiGTX 980 TiGTX 980GTX 680RTX 2080GTX 1080 TiGTX 1080RTX 2080 TiGTX 1070GTX 1060TITAN RTXGTX 9701632486480Min: 69 / Avg: 76.22 / Max: 82Min: 69 / Avg: 75.17 / Max: 80Min: 69 / Avg: 74.67 / Max: 79Min: 65 / Avg: 74.6 / Max: 78Min: 65 / Avg: 74.48 / Max: 76Min: 67 / Avg: 69.38 / Max: 72Min: 65 / Avg: 68.86 / Max: 72Min: 61 / Avg: 65.14 / Max: 68Min: 61 / Avg: 64.29 / Max: 66Min: 60 / Avg: 64 / Max: 67Min: 51 / Avg: 59.4 / Max: 64Min: 54 / Avg: 58.93 / Max: 64Min: 44 / Avg: 55.64 / Max: 62

OpenBenchmarking.orgWatts, Fewer Is BetterNAMD CUDA 2.13System Power Consumption MonitorGTX 780 TiGTX TITAN X GM200GTX 980 TiGTX 1080 TiGTX 980GTX 680RTX 2080RTX 2080 TiGTX 970GTX 1070GTX 1080GTX 1060TITAN RTX70140210280350Min: 51.9 / Avg: 330.2 / Max: 403Min: 52.6 / Avg: 316.4 / Max: 381.9Min: 52.5 / Avg: 302.56 / Max: 361.6Min: 53.4 / Avg: 280.69 / Max: 372.1Min: 48.1 / Avg: 265.81 / Max: 321.7Min: 51.5 / Avg: 264.88 / Max: 273.6Min: 48.5 / Avg: 263.5 / Max: 339.3Min: 50.7 / Avg: 249.46 / Max: 376Min: 47.7 / Avg: 247.44 / Max: 308.2Min: 169.7 / Avg: 243.01 / Max: 279.3Min: 43.3 / Avg: 235.74 / Max: 317.8Min: 41.6 / Avg: 209.4 / Max: 260.2Min: 52.4 / Avg: 209.26 / Max: 364.2

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 680GTX 780 TiGTX 970GTX 1060GTX 980GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080RTX 2080GTX 1080 TiRTX 2080 TiNVIDIA GV102 - Intel Core i7-8086KTITAN RTX1.02832.05663.08494.11325.1415SE +/- 0.03, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 12SE +/- 0.04, N = 34.573.291.541.411.411.391.361.081.060.880.770.640.630.631. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL TPACFGTX 680GTX 780 TiGTX 970GTX 1060GTX 980GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080RTX 2080GTX 1080 TiRTX 2080 TiNVIDIA GV102 - Intel Core i7-8086KTITAN RTX246810Min: 4.52 / Avg: 4.57 / Max: 4.63Min: 2.9 / Avg: 3.29 / Max: 3.59Min: 1.38 / Avg: 1.54 / Max: 1.69Min: 1.37 / Avg: 1.41 / Max: 1.49Min: 1.4 / Avg: 1.41 / Max: 1.42Min: 1.29 / Avg: 1.39 / Max: 1.47Min: 1.33 / Avg: 1.36 / Max: 1.37Min: 1.05 / Avg: 1.08 / Max: 1.14Min: 1.02 / Avg: 1.06 / Max: 1.15Min: 0.86 / Avg: 0.88 / Max: 0.94Min: 0.73 / Avg: 0.77 / Max: 0.84Min: 0.6 / Avg: 0.64 / Max: 0.71Min: 0.59 / Avg: 0.63 / Max: 0.82Min: 0.59 / Avg: 0.63 / Max: 0.71. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp

OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL LBMGTX 680GTX 780 TiGTX 1080GTX 970GTX 980GTX 1060GTX 1070GTX 1080 TiGTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiNVIDIA GV102 - Intel Core i7-8086KTITAN RTX20406080100SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 380.3226.4522.2621.9020.1319.7314.9014.1614.0513.487.275.435.354.981. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterParboil 2.5Test: OpenCL LBMGTX 680GTX 780 TiGTX 1080GTX 970GTX 980GTX 1060GTX 1070GTX 1080 TiGTX 980 TiGTX TITAN X GM200RTX 2080RTX 2080 TiNVIDIA GV102 - Intel Core i7-8086KTITAN RTX1530456075Min: 80.29 / Avg: 80.32 / Max: 80.36Min: 26.37 / Avg: 26.45 / Max: 26.54Min: 22.23 / Avg: 22.26 / Max: 22.31Min: 21.86 / Avg: 21.9 / Max: 21.96Min: 20.1 / Avg: 20.13 / Max: 20.16Min: 19.72 / Avg: 19.73 / Max: 19.75Min: 14.89 / Avg: 14.9 / Max: 14.91Min: 14.15 / Avg: 14.16 / Max: 14.17Min: 13.99 / Avg: 14.05 / Max: 14.1Min: 13.45 / Avg: 13.48 / Max: 13.51Min: 7.25 / Avg: 7.27 / Max: 7.29Min: 5.39 / Avg: 5.43 / Max: 5.49Min: 5.33 / Avg: 5.35 / Max: 5.38Min: 4.97 / Avg: 4.98 / Max: 5.011. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp

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 680GTX 780 TiGTX 970GTX 1060GTX 980GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080RTX 2080GTX 1080 TiRTX 2080 TiNVIDIA GV102 - Intel Core i7-8086KTITAN RTX510152025SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 5SE +/- 0.07, N = 322.6015.0613.3012.0311.8010.229.038.306.546.174.974.454.294.261. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 2.4Test: OpenCL Particle FilterGTX 680GTX 780 TiGTX 970GTX 1060GTX 980GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080RTX 2080GTX 1080 TiRTX 2080 TiNVIDIA GV102 - Intel Core i7-8086KTITAN RTX510152025Min: 22.58 / Avg: 22.6 / Max: 22.62Min: 14.92 / Avg: 15.06 / Max: 15.17Min: 13.2 / Avg: 13.3 / Max: 13.41Min: 11.93 / Avg: 12.03 / Max: 12.11Min: 11.78 / Avg: 11.8 / Max: 11.83Min: 10.1 / Avg: 10.22 / Max: 10.31Min: 8.75 / Avg: 9.03 / Max: 9.28Min: 8.28 / Avg: 8.3 / Max: 8.31Min: 6.44 / Avg: 6.54 / Max: 6.68Min: 6.12 / Avg: 6.17 / Max: 6.21Min: 4.94 / Avg: 4.97 / Max: 5.02Min: 4.4 / Avg: 4.45 / Max: 4.54Min: 4.21 / Avg: 4.29 / Max: 4.54Min: 4.18 / Avg: 4.26 / Max: 4.411. (CXX) g++ options: -O2 -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 2016-06-06Benchmark: Single PrecisionGTX 680GTX 970GTX 780 TiGTX 1060GTX 980GTX 980 TiGTX 1070GTX TITAN X GM200GTX 1080RTX 2080GTX 1080 TiRTX 2080 TiTITAN RTX4K8K12K16K20KSE +/- 1.39, N = 3SE +/- 0.45, N = 3SE +/- 3.73, N = 3SE +/- 0.64, N = 3SE +/- 4.70, N = 3SE +/- 1.73, N = 3SE +/- 48.40, N = 3SE +/- 6.28, N = 3SE +/- 9.71, N = 3SE +/- 1.47, N = 3SE +/- 548.77, N = 3SE +/- 21.81, N = 3SE +/- 8.55, N = 3253541444165439247145860641065578570110291160516175173241. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Single PrecisionGTX 680GTX 970GTX 780 TiGTX 1060GTX 980GTX 980 TiGTX 1070GTX TITAN X GM200GTX 1080RTX 2080GTX 1080 TiRTX 2080 TiTITAN RTX3K6K9K12K15KMin: 2532.74 / Avg: 2535.1 / Max: 2537.56Min: 4143.04 / Avg: 4143.91 / Max: 4144.54Min: 4160.34 / Avg: 4165.45 / Max: 4172.7Min: 4390.68 / Avg: 4391.95 / Max: 4392.69Min: 4706.45 / Avg: 4713.97 / Max: 4722.61Min: 5856.75 / Avg: 5859.77 / Max: 5862.75Min: 6312.87 / Avg: 6409.63 / Max: 6460.56Min: 6547.86 / Avg: 6557.02 / Max: 6569.05Min: 8550.35 / Avg: 8569.53 / Max: 8581.72Min: 11025.88 / Avg: 11028.67 / Max: 11030.85Min: 10507.47 / Avg: 11605 / Max: 12157.2Min: 16132.42 / Avg: 16174.84 / Max: 16204.83Min: 17309.25 / Avg: 17323.57 / Max: 17338.821. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionGTX 970GTX 680GTX 1060GTX 980GTX 980 TiGTX TITAN X GM200GTX 1070GTX 780 TiRTX 2080GTX 1080GTX 1080 TiRTX 2080 TiTITAN RTX100200300400500SE +/- 0.60, N = 3SE +/- 0.11, N = 3SE +/- 0.36, N = 3SE +/- 0.54, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3SE +/- 0.28, N = 3SE +/- 2.01, N = 3SE +/- 1.76, N = 3SE +/- 19.15, N = 3SE +/- 0.06, N = 3SE +/- 8.49, N = 31371401511591972222232462922934004344601. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2016-06-06Benchmark: Double PrecisionGTX 970GTX 680GTX 1060GTX 980GTX 980 TiGTX TITAN X GM200GTX 1070GTX 780 TiRTX 2080GTX 1080GTX 1080 TiRTX 2080 TiTITAN RTX80160240320400Min: 135.97 / Avg: 137.15 / Max: 137.92Min: 139.46 / Avg: 139.69 / Max: 139.8Min: 150.42 / Avg: 151.11 / Max: 151.63Min: 158.03 / Avg: 159.1 / Max: 159.78Min: 197.17 / Avg: 197.38 / Max: 197.54Min: 221.87 / Avg: 222.23 / Max: 222.56Min: 222.43 / Avg: 223.01 / Max: 223.3Min: 245.33 / Avg: 245.89 / Max: 246.17Min: 288.2 / Avg: 292.23 / Max: 294.24Min: 290.24 / Avg: 292.85 / Max: 296.2Min: 361.25 / Avg: 399.54 / Max: 418.81Min: 433.91 / Avg: 434.01 / Max: 434.12Min: 442.72 / Avg: 459.7 / Max: 468.191. (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.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 680GTX 970GTX 1060GTX 980GTX 1070GTX 1080GTX 780 TiGTX TITAN X GM200GTX 980 TiGTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX110220330440550SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.26, N = 3SE +/- 0.01, N = 3SE +/- 0.70, N = 3SE +/- 0.23, N = 3SE +/- 0.74, N = 3SE +/- 1.05, N = 3141143147164196222263263264329368505528
OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthGTX 680GTX 970GTX 1060GTX 980GTX 1070GTX 1080GTX 780 TiGTX TITAN X GM200GTX 980 TiGTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX90180270360450Min: 141.2 / Avg: 141.36 / Max: 141.58Min: 143.45 / Avg: 143.47 / Max: 143.48Min: 146.47 / Avg: 146.6 / Max: 146.66Min: 164.21 / Avg: 164.23 / Max: 164.26Min: 196.29 / Avg: 196.33 / Max: 196.36Min: 222.04 / Avg: 222.07 / Max: 222.11Min: 262.9 / Avg: 263.11 / Max: 263.36Min: 262.81 / Avg: 263.32 / Max: 263.58Min: 263.71 / Avg: 263.73 / Max: 263.74Min: 328.41 / Avg: 329.14 / Max: 330.54Min: 367.58 / Avg: 367.82 / Max: 368.28Min: 503.99 / Avg: 504.78 / Max: 506.25Min: 526.65 / Avg: 527.7 / Max: 529.8

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 680GTX 780 TiGTX 970GTX 1060GTX 980GTX 980 TiGTX 1070GTX TITAN X GM200GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX3K6K9K12K15KSE +/- 1.19, N = 3SE +/- 16.34, N = 3SE +/- 18.00, N = 3SE +/- 2.40, N = 3SE +/- 6.22, N = 3SE +/- 21.99, N = 3SE +/- 18.17, N = 3SE +/- 23.76, N = 3SE +/- 11.35, N = 3SE +/- 18.09, N = 3SE +/- 652.84, N = 3SE +/- 697.03, N = 3SE +/- 1168.75, N = 355896311381295130216161684178324503366101991484015398
OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTGTX 680GTX 780 TiGTX 970GTX 1060GTX 980GTX 980 TiGTX 1070GTX TITAN X GM200GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX3K6K9K12K15KMin: 556.69 / Avg: 557.89 / Max: 560.26Min: 930.51 / Avg: 963.19 / Max: 979.76Min: 1102.84 / Avg: 1138.19 / Max: 1161.76Min: 1292.64 / Avg: 1295.44 / Max: 1300.22Min: 1290.38 / Avg: 1301.82 / Max: 1311.76Min: 1572.18 / Avg: 1616.16 / Max: 1638.91Min: 1652.3 / Avg: 1684.04 / Max: 1715.25Min: 1737.17 / Avg: 1783.21 / Max: 1816.4Min: 2429.74 / Avg: 2449.53 / Max: 2469.05Min: 3330.06 / Avg: 3365.65 / Max: 3389.05Min: 8893.73 / Avg: 10199.41 / Max: 10853.76Min: 13446.24 / Avg: 14840.11 / Max: 15557.13Min: 13061.35 / Avg: 15397.85 / Max: 16625.41

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 2.3.2GTX 680GTX 780 TiGTX 970GTX 980GTX 1060GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTXNVIDIA GV102 - Intel Core i7-8086K60120180240300SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 3SE +/- 0.29, N = 3SE +/- 0.64, N = 3SE +/- 0.90, N = 342.0473.3590.44101.00102.90114.29121.00140.29155.00197.70236.54294.39297.00297.15
OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2GTX 680GTX 780 TiGTX 970GTX 980GTX 1060GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTXNVIDIA GV102 - Intel Core i7-8086K50100150200250Min: 41.95 / Avg: 42.04 / Max: 42.11Min: 73.32 / Avg: 73.35 / Max: 73.37Min: 90.39 / Avg: 90.44 / Max: 90.48Min: 101.31 / Avg: 101.44 / Max: 101.7Min: 102.8 / Avg: 102.9 / Max: 103.02Min: 114.22 / Avg: 114.29 / Max: 114.33Min: 120.7 / Avg: 120.84 / Max: 120.96Min: 140 / Avg: 140.29 / Max: 140.45Min: 154.88 / Avg: 155.17 / Max: 155.35Min: 197.4 / Avg: 197.7 / Max: 197.94Min: 236.16 / Avg: 236.54 / Max: 236.96Min: 293.89 / Avg: 294.39 / Max: 294.91Min: 295.48 / Avg: 296.63 / Max: 297.68Min: 295.78 / Avg: 297.15 / Max: 298.86

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2GTX 680GTX 780 TiGTX 980 TiGTX 970GTX TITAN X GM200GTX 980GTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX0.30830.61660.92491.23321.54150.260.340.610.620.640.650.850.971.001.051.311.371.37

OpenBenchmarking.orgCelsius, Fewer Is BetterFAHBench 2.3.2GPU Temperature MonitorGTX TITAN X GM200GTX 980 TiGTX 680GTX 780 TiRTX 2080GTX 980GTX 1080 TiGTX 1080GTX 1070RTX 2080 TiTITAN RTXGTX 1060GTX 9701530456075Min: 58 / Avg: 69.48 / Max: 79Min: 59 / Avg: 69.03 / Max: 77Min: 58 / Avg: 68.78 / Max: 76Min: 55 / Avg: 66.7 / Max: 76Min: 48 / Avg: 64 / Max: 76Min: 53 / Avg: 63.19 / Max: 72Min: 50 / Avg: 61.9 / Max: 72Min: 47 / Avg: 58.51 / Max: 67Min: 48 / Avg: 58.17 / Max: 67Min: 44 / Avg: 56.67 / Max: 67Min: 40 / Avg: 54.98 / Max: 67Min: 41 / Avg: 51.72 / Max: 61Min: 36 / Avg: 47.03 / Max: 55

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

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 680GTX 780 TiGTX 970GTX 1060GTX 980GTX 1080GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX10K20K30K40K50KSE +/- 15.90, N = 3SE +/- 51.10, N = 3SE +/- 10.84, N = 3SE +/- 5.17, N = 3SE +/- 3.61, N = 3SE +/- 40.83, N = 3SE +/- 15.76, N = 3SE +/- 1.33, N = 3SE +/- 2.00, N = 3SE +/- 10.84, N = 3SE +/- 11.86, N = 3SE +/- 82.86, N = 3SE +/- 231.35, N = 34825115331171812242132201383316778172881728921685296504231446377
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 680GTX 780 TiGTX 970GTX 1060GTX 980GTX 1080GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX8K16K24K32K40KMin: 4797 / Avg: 4825.33 / Max: 4852Min: 11445 / Avg: 11533.33 / Max: 11622Min: 11707 / Avg: 11718.33 / Max: 11740Min: 12236 / Avg: 12241.67 / Max: 12252Min: 13213 / Avg: 13220 / Max: 13225Min: 13778 / Avg: 13833.33 / Max: 13913Min: 16747 / Avg: 16778.33 / Max: 16797Min: 17287 / Avg: 17288.33 / Max: 17291Min: 17287 / Avg: 17289 / Max: 17293Min: 21674 / Avg: 21685.33 / Max: 21707Min: 29637 / Avg: 29650.33 / Max: 29674Min: 42178 / Avg: 42314 / Max: 42464Min: 45914 / Avg: 46376.67 / Max: 46613

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: Luxball HDRGTX 680GTX 780 TiGTX 970GTX TITAN X GM200GTX 980GTX 980 TiGTX 1080GTX 1060GTX 1080 TiGTX 1070RTX 2080RTX 2080 TiTITAN RTX30609012015023.8742.0966.8769.0769.1672.9779.8486.5490.5098.90121.95131.47136.91

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX TITAN X GM200GTX 780 TiRTX 2080GTX 980 TiGTX 680TITAN RTXGTX 980GTX 1080 TiRTX 2080 TiGTX 1070GTX 1080GTX 1060GTX 9701632486480Min: 68 / Avg: 80.35 / Max: 83Min: 66 / Avg: 78.93 / Max: 81Min: 64 / Avg: 78.64 / Max: 81Min: 68 / Avg: 78.61 / Max: 80Min: 63 / Avg: 76.31 / Max: 77Min: 57 / Avg: 74.29 / Max: 77Min: 61 / Avg: 74.29 / Max: 77Min: 65 / Avg: 73.06 / Max: 75Min: 57 / Avg: 72.82 / Max: 75Min: 61 / Avg: 68.03 / Max: 70Min: 59 / Avg: 65.98 / Max: 68Min: 52 / Avg: 61.07 / Max: 63Min: 42 / Avg: 54.27 / Max: 56

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiGTX 780 TiGTX TITAN X GM200RTX 2080GTX 1080 TiGTX 980 TiGTX 680GTX 980GTX 970GTX 1070GTX 1080GTX 106060120180240300Min: 184.5 / Avg: 338.75 / Max: 347.9Min: 181.3 / Avg: 321.85 / Max: 333.1Min: 50.5 / Avg: 273.99 / Max: 288.7Min: 54.6 / Avg: 250.3 / Max: 257.9Min: 49.4 / Avg: 243.13 / Max: 253.5Min: 47.7 / Avg: 239.62 / Max: 245.3Min: 53.1 / Avg: 229.94 / Max: 237.8Min: 54.7 / Avg: 202.18 / Max: 205.4Min: 48.3 / Avg: 191.15 / Max: 198.1Min: 47.3 / Avg: 175.22 / Max: 178.9Min: 44.3 / Avg: 174.82 / Max: 179.8Min: 43.5 / Avg: 173.25 / Max: 177.2Min: 40.9 / Avg: 141.45 / Max: 144.9

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 680GTX 1060GTX 780 TiGTX 970GTX 1080GTX 980GTX 1070GTX TITAN X GM200GTX 980 TiGTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX7K14K21K28K35KSE +/- 5.33, N = 3SE +/- 30.33, N = 3SE +/- 1.86, N = 3SE +/- 15.59, N = 3SE +/- 40.54, N = 3SE +/- 1.20, N = 3SE +/- 20.28, N = 3SE +/- 23.78, N = 3SE +/- 12.67, N = 3SE +/- 30.23, N = 3SE +/- 18.48, N = 3SE +/- 39.86, N = 33318696471457983873289829980109291110513732198552847630528
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 680GTX 1060GTX 780 TiGTX 970GTX 1080GTX 980GTX 1070GTX TITAN X GM200GTX 980 TiGTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX5K10K15K20K25KMin: 3307 / Avg: 3317.67 / Max: 3323Min: 7115 / Avg: 7145.33 / Max: 7206Min: 7981 / Avg: 7983.33 / Max: 7987Min: 8705 / Avg: 8732 / Max: 8759Min: 8932 / Avg: 8981.67 / Max: 9062Min: 9978 / Avg: 9980.33 / Max: 9982Min: 10898 / Avg: 10928.67 / Max: 10967Min: 11058 / Avg: 11105.33 / Max: 11133Min: 13707 / Avg: 13732.33 / Max: 13745Min: 19817 / Avg: 19855.33 / Max: 19915Min: 28444 / Avg: 28476 / Max: 28508Min: 30448 / Avg: 30527.67 / Max: 30570

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: MicrophoneGTX 680GTX 780 TiGTX TITAN X GM200GTX 970GTX 980GTX 980 TiGTX 1060GTX 1080GTX 1080 TiGTX 1070RTX 2080RTX 2080 TiTITAN RTX2040608010016.6027.4045.0345.6247.3647.6351.7851.8458.5859.8081.9788.7690.44

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX TITAN X GM200GTX 980 TiRTX 2080GTX 780 TiGTX 680TITAN RTXGTX 980RTX 2080 TiGTX 1080 TiGTX 1070GTX 1080GTX 1060GTX 9701632486480Min: 70 / Avg: 80.18 / Max: 82Min: 70 / Avg: 78.82 / Max: 81Min: 68 / Avg: 78.74 / Max: 80Min: 69 / Avg: 77.45 / Max: 79Min: 70 / Avg: 76.4 / Max: 77Min: 65 / Avg: 75.76 / Max: 77Min: 66 / Avg: 75.1 / Max: 77Min: 63 / Avg: 73.96 / Max: 75Min: 65 / Avg: 72.74 / Max: 74Min: 61 / Avg: 67.15 / Max: 68Min: 60 / Avg: 65.1 / Max: 66Min: 55 / Avg: 59.7 / Max: 61Min: 48 / Avg: 54.41 / Max: 56

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiGTX 780 TiGTX TITAN X GM200RTX 2080GTX 1080 TiGTX 980 TiGTX 680GTX 980GTX 970GTX 1080GTX 1070GTX 106060120180240300Min: 134 / Avg: 337.53 / Max: 344.3Min: 52.6 / Avg: 320.82 / Max: 326.8Min: 50.6 / Avg: 260.76 / Max: 277Min: 55 / Avg: 242.7 / Max: 250.6Min: 89.2 / Avg: 242.23 / Max: 250.6Min: 136.6 / Avg: 234.43 / Max: 239.4Min: 141.3 / Avg: 233.13 / Max: 237.6Min: 53.7 / Avg: 199.93 / Max: 208.6Min: 48.2 / Avg: 189.64 / Max: 194.3Min: 47.6 / Avg: 175.01 / Max: 177.8Min: 43.1 / Avg: 168.45 / Max: 171.2Min: 42.1 / Avg: 166.89 / Max: 170.5Min: 41 / Avg: 134.5 / Max: 137.4

OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 680GTX 780 TiGTX 1060GTX 970GTX 980GTX 1080GTX 1070GTX 980 TiGTX TITAN X GM200GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX2K4K6K8K10KSE +/- 4.00, N = 3SE +/- 2.67, N = 3SE +/- 8.41, N = 3SE +/- 6.23, N = 3SE +/- 18.33, N = 3SE +/- 8.21, N = 3SE +/- 10.50, N = 3SE +/- 31.83, N = 3SE +/- 6.01, N = 3SE +/- 1.15, N = 3SE +/- 15.93, N = 3SE +/- 38.04, N = 3851219026572723303438233877387941355581658991919884
OpenBenchmarking.orgScore, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 680GTX 780 TiGTX 1060GTX 970GTX 980GTX 1080GTX 1070GTX 980 TiGTX TITAN X GM200GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX2K4K6K8K10KMin: 847 / Avg: 851 / Max: 859Min: 2185 / Avg: 2190.33 / Max: 2193Min: 2642 / Avg: 2657.33 / Max: 2671Min: 3026 / Avg: 3033.67 / Max: 3046Min: 3805 / Avg: 3823.33 / Max: 3860Min: 3867 / Avg: 3876.67 / Max: 3893Min: 3868 / Avg: 3879 / Max: 3900Min: 4071 / Avg: 4134.67 / Max: 4167Min: 5573 / Avg: 5581.33 / Max: 5593Min: 6587 / Avg: 6589 / Max: 6591Min: 9170 / Avg: 9190.67 / Max: 9222Min: 9808 / Avg: 9884 / Max: 9925

OpenBenchmarking.orgScore Per Watt, More Is BetterLuxMark 3.1OpenCL Device: GPU - Scene: HotelGTX 680GTX 780 TiGTX 970GTX 980GTX TITAN X GM200GTX 980 TiGTX 1060GTX 1080GTX 1070GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX7142128354.187.8613.8814.4215.0715.3417.4319.2519.9420.1925.3527.6028.38

OpenBenchmarking.orgCelsius, Fewer Is BetterLuxMark 3.1GPU Temperature MonitorGTX TITAN X GM200RTX 2080GTX 980 TiGTX 780 TiGTX 1080 TiGTX 980GTX 680TITAN RTXRTX 2080 TiGTX 1070GTX 1080GTX 1060GTX 9701632486480Min: 71 / Avg: 82.06 / Max: 84Min: 67 / Avg: 81.22 / Max: 83Min: 70 / Avg: 80.85 / Max: 83Min: 68 / Avg: 80.15 / Max: 82Min: 64 / Avg: 79.57 / Max: 82Min: 66 / Avg: 78.75 / Max: 80Min: 65 / Avg: 76.97 / Max: 78Min: 64 / Avg: 76.92 / Max: 79Min: 69 / Avg: 75.27 / Max: 77Min: 60 / Avg: 72.99 / Max: 75Min: 59 / Avg: 71.85 / Max: 74Min: 52 / Avg: 65.01 / Max: 67Min: 44 / Avg: 59.56 / Max: 61

OpenBenchmarking.orgWatts, Fewer Is BetterLuxMark 3.1System Power Consumption MonitorTITAN RTXRTX 2080 TiGTX 780 TiGTX 1080 TiGTX TITAN X GM200RTX 2080GTX 980 TiGTX 980GTX 680GTX 1080GTX 970GTX 1070GTX 106060120180240300Min: 51.9 / Avg: 348.23 / Max: 358Min: 57.5 / Avg: 333.06 / Max: 343.7Min: 62 / Avg: 278.61 / Max: 295.9Min: 52.6 / Avg: 276.43 / Max: 282.9Min: 54.9 / Avg: 274.3 / Max: 283.5Min: 48.7 / Avg: 259.96 / Max: 273.4Min: 52.3 / Avg: 252.9 / Max: 262.4Min: 48.3 / Avg: 210.38 / Max: 218.6Min: 53.1 / Avg: 203.67 / Max: 217.6Min: 41.3 / Avg: 198.56 / Max: 204.2Min: 103.6 / Avg: 196.12 / Max: 199.4Min: 86.5 / Avg: 194.45 / Max: 198.9Min: 44.6 / Avg: 152.45 / Max: 155.7

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 680GTX 780 TiGTX 970GTX 1060GTX 980GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080GTX 1080 TiRTX 2080TITAN RTXRTX 2080 Ti246810SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 31.682.722.752.973.013.533.753.774.295.185.956.426.651. (CXX) g++ options: -march=core-avx2 -std=c++11 -O3 -funroll-all-loops -fopenmp -lpthread -ldl -lrt -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2018.3Water BenchmarkGTX 680GTX 780 TiGTX 970GTX 1060GTX 980GTX 980 TiGTX TITAN X GM200GTX 1070GTX 1080GTX 1080 TiRTX 2080TITAN RTXRTX 2080 Ti3691215Min: 1.68 / Avg: 1.68 / Max: 1.68Min: 2.72 / Avg: 2.72 / Max: 2.72Min: 2.75 / Avg: 2.75 / Max: 2.75Min: 2.97 / Avg: 2.97 / Max: 2.97Min: 3 / Avg: 3.01 / Max: 3.01Min: 3.53 / Avg: 3.53 / Max: 3.53Min: 3.73 / Avg: 3.75 / Max: 3.76Min: 3.77 / Avg: 3.77 / Max: 3.77Min: 4.29 / Avg: 4.29 / Max: 4.29Min: 5.17 / Avg: 5.18 / Max: 5.19Min: 5.94 / Avg: 5.95 / Max: 5.96Min: 6.37 / Avg: 6.42 / Max: 6.45Min: 6.61 / Avg: 6.65 / Max: 6.691. (CXX) g++ options: -march=core-avx2 -std=c++11 -O3 -funroll-all-loops -fopenmp -lpthread -ldl -lrt -lm

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2018.3Water BenchmarkGTX 680GTX 780 TiGTX 970GTX 980GTX 980 TiGTX TITAN X GM200GTX 1060GTX 1070GTX 1080GTX 1080 TiRTX 2080RTX 2080 TiTITAN RTX0.00450.0090.01350.0180.02250.010.010.010.010.010.010.020.020.020.020.020.020.02

OpenBenchmarking.orgCelsius, Fewer Is BetterGROMACS 2018.3GPU Temperature MonitorGTX TITAN X GM200GTX 780 TiGTX 980 TiGTX 980GTX 680RTX 2080GTX 1080 TiGTX 1080GTX 1070RTX 2080 TiGTX 1060GTX 970TITAN RTX1632486480Min: 68 / Avg: 81.08 / Max: 83Min: 68 / Avg: 81.06 / Max: 83Min: 68 / Avg: 80.28 / Max: 82Min: 65 / Avg: 78.37 / Max: 81Min: 63 / Avg: 78.24 / Max: 80Min: 67 / Avg: 76.94 / Max: 80Min: 67 / Avg: 75.12 / Max: 78Min: 64 / Avg: 72.7 / Max: 75Min: 63 / Avg: 70.08 / Max: 72Min: 63 / Avg: 67.33 / Max: 69Min: 55 / Avg: 66.01 / Max: 68Min: 46 / Avg: 61.09 / Max: 63Min: 34 / Avg: 59.53 / Max: 68

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

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGTX 980 TiGTX TITAN X GM200GTX 780 TiGTX 680RTX 2080GTX 980GTX 1080 TiRTX 2080 TiGTX 1070TITAN RTXGTX 1080GTX 1060GTX 9701632486480Min: 35 / Avg: 76 / Max: 83Min: 41 / Avg: 75.99 / Max: 84Min: 41 / Avg: 74.8 / Max: 83Min: 39 / Avg: 74.35 / Max: 80Min: 36 / Avg: 72.15 / Max: 83Min: 35 / Avg: 71.02 / Max: 81Min: 37 / Avg: 69.67 / Max: 82Min: 34 / Avg: 67.03 / Max: 77Min: 32 / Avg: 65.36 / Max: 75Min: 35 / Avg: 64.14 / Max: 79Min: 33 / Avg: 64.13 / Max: 75Min: 35 / Avg: 58.54 / Max: 68Min: 31 / Avg: 54.51 / Max: 63

System Power Consumption Monitor

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