NVIDIA GeForce compute benchmarks of GTX 1000 and RTX 2000 series. Benchmarks 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 2008319-FI-NVIDIACOM78 NVIDIA CUDA OpenCL Compute Tests Pre-Ampere - Phoronix Test Suite NVIDIA CUDA OpenCL Compute Tests Pre-Ampere NVIDIA GeForce compute benchmarks of GTX 1000 and RTX 2000 series. Benchmarks by Michael Larabel.
HTML result view exported from: https://openbenchmarking.org/result/2008319-FI-NVIDIACOM78&grt&sro .
NVIDIA CUDA OpenCL Compute Tests Pre-Ampere Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads) ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS) AMD Starship/Matisse 16GB 2000GB Corsair Force MP600 NVIDIA GeForce GTX 1070 8GB (1506/4006MHz) NVIDIA GP104 HD Audio DELL P2415Q Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 20.04 5.4.0-42-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.8 NVIDIA 450.66 4.6.0 OpenCL 1.2 CUDA 11.0.228 1.2.133 GCC 9.3.0 + CUDA 11.0 ext4 3840x2160 NVIDIA GeForce GTX 1080 8GB (1607/5005MHz) ASUS NVIDIA GeForce GTX 1650 SUPER 4GB (1530/6000MHz) NVIDIA TU116 HD Audio ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz) eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz) NVIDIA GeForce RTX 2060 6GB (1365/7000MHz) NVIDIA TU106 HD Audio NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz) ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz) NVIDIA TU104 HD Audio Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz) NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz) NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) NVIDIA TU102 HD Audio NVIDIA TITAN RTX 24GB (1350/7000MHz) OpenBenchmarking.org Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0x8701013 OpenCL Details - GTX 1070: GPU Compute Cores: 1920 - GTX 1080: GPU Compute Cores: 2560 - GTX 1650 SUPER: GPU Compute Cores: 1280 - GTX 1660: GPU Compute Cores: 1408 - GTX 1660 SUPER: GPU Compute Cores: 1408 - RTX 2060: GPU Compute Cores: 1920 - RTX 2060 SUPER: GPU Compute Cores: 2176 - RTX 2070: GPU Compute Cores: 2304 - RTX 2070 SUPER: GPU Compute Cores: 2560 - RTX 2080: GPU Compute Cores: 2944 - RTX 2080 SUPER: GPU Compute Cores: 3072 - RTX 2080 Ti: GPU Compute Cores: 4352 - TITAN RTX: GPU Compute Cores: 4608 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected Python Details - TITAN RTX: Python 3.8.2
NVIDIA CUDA OpenCL Compute Tests Pre-Ampere arrayfire: Conjugate Gradient OpenCL blender: BMW27 - CUDA blender: Classroom - CUDA blender: Fishy Cat - CUDA blender: Barbershop - CUDA blender: BMW27 - NVIDIA OptiX blender: Classroom - NVIDIA OptiX blender: Fishy Cat - NVIDIA OptiX blender: Barbershop - NVIDIA OptiX blender: Pabellon Barcelona - CUDA blender: Pabellon Barcelona - NVIDIA OptiX clpeak: Integer Compute INT clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Global Memory Bandwidth daphne: OpenCL - NDT Mapping daphne: NVIDIA CUDA - NDT Mapping luxcorerender-cl: DLSC luxcorerender-cl: Food luxcorerender-cl: LuxCore Benchmark namd-cuda: ATPase Simulation - 327,506 Atoms octanebench: Total Score rodinia: OpenCL Particle Filter GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 4.075 104.22 327.21 208.79 991.22 666.87 1670.53 6223.21 223.96 197.35 349.28 2.46 0.91 2.14 0.23013 132.918217 8.278 3.386 85.82 256.83 173.56 765.18 556.32 2409.96 8114.57 297.59 223.03 351.67 2.40 0.96 2.08 0.20362 148.579893 6.583 4.445 135.98 415.28 251.45 1201.48 951.26 4222.58 4107.40 158.07 156.91 312.38 560.44 1.62 0.81 1.36 0.24567 92.509207 12.580 4.540 90.98 319.05 175.43 1083.24 673.64 4422.50 4561.34 167.30 158.25 317.14 571.12 2.56 1.00 2.20 0.22919 119.405787 11.992 2.643 84.82 303.12 161.39 1039.36 630.86 4748.95 4605.33 173.47 276.62 320.58 570.14 2.64 1.07 2.27 0.22045 136.619341 11.488 2.653 72.32 287.55 133.75 1038.23 37.90 145.01 67.51 1758.68 565.38 211.07 5279.95 5296.98 231.69 276.42 330.31 578.19 3.34 1.19 2.81 0.19308 165.87791 8.835 2.083 61.75 282.77 117.51 1013.67 31.22 139.84 60.34 1736.00 530.35 195.62 6903.90 7047.52 262.17 368.73 337.40 591.34 4.20 1.30 3.56 0.18863 206.370933 7.931 2.098 62.77 291.51 119.30 1042.63 31.44 143.48 60.73 1785.39 541.45 199.91 7047.12 7221.34 267.78 369.07 343.97 594.85 4.18 1.30 3.52 0.18734 208.175753 7.787 2.071 49.76 162.41 90.27 552.03 27.03 88.57 46.84 990.71 346.63 137.37 8493.38 8597.67 308.88 369.70 341.15 612.40 4.46 1.89 3.71 0.18385 222.374874 6.861 2.080 50.42 160.87 90.26 550.41 27.73 85.66 44.56 963.51 345.00 137.52 9030.21 8852.62 344.26 369.26 348.74 611.08 4.31 1.87 3.59 0.18212 223.957924 6.218 1.903 49.65 153.35 88.91 522.49 27.43 81.16 42.15 905.99 336.59 131.93 10369.13 10336.76 376.35 406.14 352.15 604.18 4.37 1.94 3.63 0.18101 233.80253 5.769 1.676 37.58 143.60 68.60 516.75 20.36 72.25 33.98 890.52 277.75 105.42 13256.97 13408.53 522.05 506.53 353.79 625.35 5.67 2.20 4.75 0.17848 311.117953 4.423 1.654 35.96 143.94 66.36 520.40 23.29 72.32 33.16 898.32 273.74 104.08 13207.17 14044.59 544.30 530.38 349.64 625.62 5.87 2.20 4.93 0.17948 324.962063 4.295 OpenBenchmarking.org
ArrayFire Test: Conjugate Gradient OpenCL OpenBenchmarking.org ms, Fewer Is Better ArrayFire 3.7 Test: Conjugate Gradient OpenCL GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.0215 2.043 3.0645 4.086 5.1075 SE +/- 0.002, N = 3 SE +/- 0.005, N = 3 SE +/- 0.002, N = 3 SE +/- 0.003, N = 3 SE +/- 0.002, N = 3 SE +/- 0.004, N = 3 SE +/- 0.003, N = 3 SE +/- 0.002, N = 3 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.004, N = 3 SE +/- 0.007, N = 3 4.075 3.386 4.445 4.540 2.643 2.653 2.083 2.098 2.071 2.080 1.903 1.676 1.654 1. (CXX) g++ options: -rdynamic
Blender Blend File: BMW27 - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: BMW27 - Compute: CUDA GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 SE +/- 0.23, N = 3 SE +/- 0.08, N = 3 SE +/- 0.12, N = 3 SE +/- 0.13, N = 3 SE +/- 0.05, N = 3 SE +/- 0.09, N = 3 SE +/- 0.16, N = 3 SE +/- 0.22, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 104.22 85.82 135.98 90.98 84.82 72.32 61.75 62.77 49.76 50.42 49.65 37.58 35.96
Blender Blend File: Classroom - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Classroom - Compute: CUDA GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 90 180 270 360 450 SE +/- 0.10, N = 3 SE +/- 0.10, N = 3 SE +/- 0.49, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.18, N = 3 SE +/- 0.37, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.21, N = 3 327.21 256.83 415.28 319.05 303.12 287.55 282.77 291.51 162.41 160.87 153.35 143.60 143.94
Blender Blend File: Fishy Cat - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Fishy Cat - Compute: CUDA GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 SE +/- 0.39, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.25, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 208.79 173.56 251.45 175.43 161.39 133.75 117.51 119.30 90.27 90.26 88.91 68.60 66.36
Blender Blend File: Barbershop - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Barbershop - Compute: CUDA GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 300 600 900 1200 1500 SE +/- 0.10, N = 3 SE +/- 0.23, N = 3 SE +/- 0.25, N = 3 SE +/- 0.05, N = 3 SE +/- 2.44, N = 3 SE +/- 0.18, N = 3 SE +/- 0.27, N = 3 SE +/- 0.29, N = 3 SE +/- 0.12, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.21, N = 3 SE +/- 0.09, N = 3 991.22 765.18 1201.48 1083.24 1039.36 1038.23 1013.67 1042.63 552.03 550.41 522.49 516.75 520.40
Blender Blend File: BMW27 - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: BMW27 - Compute: NVIDIA OptiX RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 9 18 27 36 45 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 3.53, N = 15 37.90 31.22 31.44 27.03 27.73 27.43 20.36 23.29
Blender Blend File: Classroom - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Classroom - Compute: NVIDIA OptiX RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 30 60 90 120 150 SE +/- 0.15, N = 3 SE +/- 0.26, N = 3 SE +/- 0.32, N = 3 SE +/- 0.08, N = 3 SE +/- 0.16, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 SE +/- 0.47, N = 3 145.01 139.84 143.48 88.57 85.66 81.16 72.25 72.32
Blender Blend File: Fishy Cat - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Fishy Cat - Compute: NVIDIA OptiX RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 15 30 45 60 75 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.10, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 67.51 60.34 60.73 46.84 44.56 42.15 33.98 33.16
Blender Blend File: Barbershop - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Barbershop - Compute: NVIDIA OptiX RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 400 800 1200 1600 2000 SE +/- 0.59, N = 3 SE +/- 1.45, N = 3 SE +/- 1.45, N = 3 SE +/- 0.53, N = 3 SE +/- 0.24, N = 3 SE +/- 0.61, N = 3 SE +/- 1.03, N = 3 SE +/- 1.39, N = 3 1758.68 1736.00 1785.39 990.71 963.51 905.99 890.52 898.32
Blender Blend File: Pabellon Barcelona - Compute: CUDA OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Pabellon Barcelona - Compute: CUDA GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 200 400 600 800 1000 SE +/- 0.27, N = 3 SE +/- 0.13, N = 3 SE +/- 0.73, N = 3 SE +/- 0.17, N = 3 SE +/- 0.12, N = 3 SE +/- 0.06, N = 3 SE +/- 0.27, N = 3 SE +/- 0.09, N = 3 SE +/- 0.10, N = 3 SE +/- 0.27, N = 3 SE +/- 0.02, N = 3 SE +/- 0.39, N = 3 SE +/- 0.23, N = 3 666.87 556.32 951.26 673.64 630.86 565.38 530.35 541.45 346.63 345.00 336.59 277.75 273.74
Blender Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.82 Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 50 100 150 200 250 SE +/- 0.20, N = 3 SE +/- 0.41, N = 3 SE +/- 0.40, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 211.07 195.62 199.91 137.37 137.52 131.93 105.42 104.08
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 21.96, N = 3 SE +/- 15.07, N = 3 SE +/- 52.82, N = 15 SE +/- 53.01, N = 3 SE +/- 26.64, N = 3 SE +/- 49.62, N = 3 SE +/- 70.16, N = 15 SE +/- 70.45, N = 15 SE +/- 75.60, N = 15 SE +/- 32.74, N = 3 SE +/- 146.75, N = 4 SE +/- 130.38, N = 15 SE +/- 112.69, N = 3 1670.53 2409.96 4222.58 4422.50 4748.95 5279.95 6903.90 7047.12 8493.38 9030.21 10369.13 13256.97 13207.17 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 0.24, N = 3 SE +/- 112.13, N = 15 SE +/- 55.18, N = 15 SE +/- 46.17, N = 15 SE +/- 17.25, N = 3 SE +/- 83.16, N = 3 SE +/- 91.57, N = 5 SE +/- 96.05, N = 15 SE +/- 77.32, N = 15 SE +/- 10.28, N = 3 SE +/- 101.58, N = 9 SE +/- 163.05, N = 15 SE +/- 194.88, N = 15 6223.21 8114.57 4107.40 4561.34 4605.33 5296.98 7047.52 7221.34 8597.67 8852.62 10336.76 13408.53 14044.59 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 120 240 360 480 600 SE +/- 0.94, N = 3 SE +/- 0.11, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 SE +/- 0.36, N = 3 SE +/- 0.09, N = 3 SE +/- 0.16, N = 3 SE +/- 0.67, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 1.15, N = 3 SE +/- 1.45, N = 3 223.96 297.59 158.07 167.30 173.47 231.69 262.17 267.78 308.88 344.26 376.35 522.05 544.30 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 110 220 330 440 550 SE +/- 0.12, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.01, N = 3 SE +/- 0.20, N = 3 SE +/- 0.23, N = 3 SE +/- 0.10, N = 3 SE +/- 1.07, N = 3 SE +/- 0.12, N = 3 197.35 223.03 156.91 158.25 276.62 276.42 368.73 369.07 369.70 369.26 406.14 506.53 530.38 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL
Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 80 160 240 320 400 SE +/- 2.39, N = 3 SE +/- 0.47, N = 3 SE +/- 0.11, N = 3 SE +/- 0.28, N = 3 SE +/- 2.04, N = 3 SE +/- 0.28, N = 3 SE +/- 0.06, N = 3 SE +/- 1.78, N = 3 SE +/- 0.22, N = 3 SE +/- 1.02, N = 3 SE +/- 0.12, N = 3 SE +/- 0.42, N = 3 SE +/- 1.50, N = 3 349.28 351.67 312.38 317.14 320.58 330.31 337.40 343.97 341.15 348.74 352.15 353.79 349.64 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping OpenBenchmarking.org Test Cases Per Minute, More Is Better Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 140 280 420 560 700 SE +/- 0.75, N = 3 SE +/- 0.87, N = 3 SE +/- 1.18, N = 3 SE +/- 1.50, N = 3 SE +/- 1.15, N = 3 SE +/- 1.38, N = 3 SE +/- 1.48, N = 3 SE +/- 0.67, N = 3 SE +/- 1.57, N = 3 SE +/- 2.17, N = 3 SE +/- 2.67, N = 3 560.44 571.12 570.14 578.19 591.34 594.85 612.40 611.08 604.18 625.35 625.62 1. (CXX) g++ options: -O3 -m64 -std=c++11 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.3208 2.6416 3.9624 5.2832 6.604 SE +/- 0.00, N = 3 SE +/- 0.05, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.13, N = 12 2.46 2.40 1.62 2.56 2.64 3.34 4.20 4.18 4.46 4.31 4.37 5.67 5.87 MIN: 2.3 / MAX: 2.51 MIN: 0.66 / MAX: 2.49 MIN: 1.43 / MAX: 1.65 MIN: 2.31 / MAX: 2.63 MIN: 2.53 / MAX: 2.71 MIN: 3.15 / MAX: 3.41 MIN: 4.11 / MAX: 4.37 MIN: 4.09 / MAX: 4.28 MIN: 4.11 / MAX: 4.56 MIN: 4.11 / MAX: 4.39 MIN: 4.11 / MAX: 4.5 MIN: 3.79 / MAX: 5.74 MIN: 1.56 / MAX: 6.11
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.495 0.99 1.485 1.98 2.475 SE +/- 0.01, N = 3 SE +/- 0.03, N = 12 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 12 0.91 0.96 0.81 1.00 1.07 1.19 1.30 1.30 1.89 1.87 1.94 2.20 2.20 MIN: 0.23 / MAX: 1.06 MIN: 0.13 / MAX: 1.15 MIN: 0.24 / MAX: 0.93 MIN: 0.24 / MAX: 1.16 MIN: 0.25 / MAX: 1.26 MIN: 0.25 / MAX: 1.39 MIN: 0.26 / MAX: 1.53 MIN: 0.29 / MAX: 1.5 MIN: 0.29 / MAX: 2.24 MIN: 0.25 / MAX: 2.24 MIN: 0.25 / MAX: 2.32 MIN: 0.29 / MAX: 2.63 MIN: 0.13 / MAX: 2.7
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 1.1093 2.2186 3.3279 4.4372 5.5465 SE +/- 0.00, N = 3 SE +/- 0.04, N = 12 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.10, N = 12 2.14 2.08 1.36 2.20 2.27 2.81 3.56 3.52 3.71 3.59 3.63 4.75 4.93 MIN: 0.32 / MAX: 2.39 MIN: 0.14 / MAX: 2.4 MIN: 0.27 / MAX: 1.51 MIN: 0.32 / MAX: 2.48 MIN: 0.27 / MAX: 2.55 MIN: 0.32 / MAX: 3.18 MIN: 0.27 / MAX: 4.03 MIN: 0.38 / MAX: 4 MIN: 0.27 / MAX: 4.24 MIN: 0.27 / MAX: 4.08 MIN: 0.27 / MAX: 4.15 MIN: 0.32 / MAX: 5.38 MIN: 0.17 / MAX: 5.74
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 0.0553 0.1106 0.1659 0.2212 0.2765 SE +/- 0.00394, N = 3 SE +/- 0.00124, N = 3 SE +/- 0.00031, N = 3 SE +/- 0.00052, N = 3 SE +/- 0.00036, N = 3 SE +/- 0.00034, N = 3 SE +/- 0.00047, N = 3 SE +/- 0.00023, N = 3 SE +/- 0.00031, N = 3 SE +/- 0.00006, N = 3 SE +/- 0.00010, N = 3 SE +/- 0.00006, N = 3 SE +/- 0.00081, N = 3 0.23013 0.20362 0.24567 0.22919 0.22045 0.19308 0.18863 0.18734 0.18385 0.18212 0.18101 0.17848 0.17948
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 4.00c Total Score GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 70 140 210 280 350 132.92 148.58 92.51 119.41 136.62 165.88 206.37 208.18 222.37 223.96 233.80 311.12 324.96
Rodinia Test: OpenCL Particle Filter OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenCL Particle Filter GTX 1070 GTX 1080 GTX 1650 SUPER GTX 1660 GTX 1660 SUPER RTX 2060 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX 3 6 9 12 15 SE +/- 0.018, N = 3 SE +/- 0.079, N = 3 SE +/- 0.013, N = 3 SE +/- 0.023, N = 3 SE +/- 0.025, N = 3 SE +/- 0.020, N = 3 SE +/- 0.004, N = 3 SE +/- 0.017, N = 3 SE +/- 0.005, N = 3 SE +/- 0.012, N = 3 SE +/- 0.006, N = 3 SE +/- 0.006, N = 3 SE +/- 0.064, N = 3 8.278 6.583 12.580 11.992 11.488 8.835 7.931 7.787 6.861 6.218 5.769 4.423 4.295 1. (CXX) g++ options: -m64 -lm -lcuda -lcudart -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Phoronix Test Suite v10.8.4