GeForce RTX 2060 Linux benchmarks by Michael Larabel for a future article on Phoronix.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 1901080-SP-RTX2060GP99 NVIDIA GeForce RTX Compute - Phoronix Test Suite NVIDIA GeForce RTX Compute GeForce RTX 2060 Linux benchmarks by Michael Larabel for a future article on Phoronix.
HTML result view exported from: https://openbenchmarking.org/result/1901080-SP-RTX2060GP99&sro&grt .
NVIDIA GeForce RTX Compute 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 960 GTX 970 GTX 980 GTX 980 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads) ASUS PRIME Z390-A (0602 BIOS) Intel Cannon Lake PCH Shared SRAM 16384MB 2000GB SABRENT + Samsung SSD 970 EVO 250GB eVGA NVIDIA GeForce GTX 960 2GB (1277/3505MHz) Realtek ALC1220 Acer B286HK Intel I219-V Ubuntu 18.04 4.20.0-042000-generic (x86_64) GNOME Shell 3.28.3 X Server 1.19.6 NVIDIA 415.25 4.6.0 OpenCL 1.2 CUDA 10.0.132 1.1.84 GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0 ext4 3840x2160 eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz) NVIDIA GeForce GTX 980 4GB (1164/3505MHz) NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz) NVIDIA GeForce GTX 1060 6GB (1506/4006MHz) NVIDIA GeForce GTX 1070 8GB (1506/4006MHz) Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz) NVIDIA GeForce GTX 1080 8GB (1607/5005MHz) NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz) Device 6GB (1365/7000MHz) ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz) NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz) 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++ --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 Processor Details - Scaling Governor: intel_pstate performance OpenCL Details - GTX 960: GPU Compute Cores: 1024 - GTX 970: GPU Compute Cores: 1664 - GTX 980: GPU Compute Cores: 2048 - GTX 980 Ti: GPU Compute Cores: 2816 - GTX 1060: GPU Compute Cores: 1280 - GTX 1070: GPU Compute Cores: 1920 - GTX 1070 Ti: GPU Compute Cores: 2432 - GTX 1080: GPU Compute Cores: 2560 - GTX 1080 Ti: GPU Compute Cores: 3584 - RTX 2060: GPU Compute Cores: 1920 - RTX 2070: GPU Compute Cores: 2304 - RTX 2080: GPU Compute Cores: 2944 - RTX 2080 Ti: GPU Compute Cores: 4352 - TITAN RTX: GPU Compute Cores: 4608 Security Details - __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp
NVIDIA GeForce RTX Compute v-ray: CUDA GPU clpeak: Global Memory Bandwidth clpeak: Single-Precision Float fahbench: luxmark: GPU - Luxball HDR luxmark: GPU - Microphone luxmark: GPU - Hotel mixbench: Single Precision namd-cuda: ATPase Simulation - 327,506 Atoms ngc-tensorflow: ResNet-50, FP16 ngc-tensorflow: AlexNet, FP16 ngc-tensorflow: AlexNet, FP32 ngc-tensorflow: Googlenet, FP16 ngc-tensorflow: Inception v4, FP16 ngc-tensorflow: VGG-16, FP16 octanebench: Total Score GTX 960 GTX 970 GTX 980 GTX 980 Ti GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 82.18 2640 60.95 6730 4259 1662 2768 0.51207 124.71 143.41 3904 90.17 11711 7827 2718 4140 0.36490 96.18 111.46 163.92 4460 101.11 13198 8674 3020 4653 0.33087 110.44 84.86 262.83 5570 113.99 16772 11021 3871 5835 0.28720 152 1552 1494 356 40.40 77.03 141.94 129.19 147 4212 103 12241 6964 2662 4362 0.31903 116 1099 1063 262 32.13 55.63 91.82 91.13 195.19 6229 138.99 17060 9974 3874 6406 0.24297 161 1546 1506 375 44.73 76.97 132.27 86.39 197.25 6776 138.77 16886 10272 4166 7025 0.22392 175 1680 1588 413 49.27 84.50 141.90 100.00 222.38 8213 154.42 13751 8679 3806 8502 0.21430 194 1854 1758 455 54.60 92.40 147.08 69.95 327 11630 197 21491 13523 5592 11481 0.20436 271 2662 2529 629 74.30 131 209 93.85 276.28 6673 177.38 21303 13743 4760 7211 0.20742 243 2219 1689 531 75.87 110.17 162.49 65.90 368 8025 201 29922 18307 6254 8277 0.19706 302 2701 2089 636 89.43 137 205 72.71 368.10 10368 233.08 29149 19595 6559 10690 0.20213 329 3137 2378 732 102.03 151.70 217.63 53.11 506 15802 294 42442 28502 9202 16048 0.19129 451 4425 3351 1016 136 207 305 50.19 528 16248 293 46617 30532 9805 16911 0.19135 509 5027 3577 1134 152 244 320 OpenBenchmarking.org
Chaos Group V-RAY Mode: CUDA GPU OpenBenchmarking.org Seconds, Fewer Is Better Chaos Group V-RAY 1.1.0 Mode: CUDA GPU GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 30 60 90 120 150 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 3.11, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 2.75, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 129.19 91.13 86.39 100.00 69.95 124.71 111.46 84.86 93.85 65.90 72.71 53.11 50.19
Chaos Group V-RAY System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Chaos Group V-RAY 1.1.0 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 50 100 150 200 250 Min: 41.4 / Avg: 120.6 / Max: 125.1 Min: 46.7 / Avg: 155.43 / Max: 164.2 Min: 47.4 / Avg: 131.37 / Max: 137.3 Min: 47.4 / Avg: 156.61 / Max: 162.9 Min: 53.7 / Avg: 215.17 / Max: 232.7 Min: 49.2 / Avg: 156.04 / Max: 166.7 Min: 49.6 / Avg: 169.61 / Max: 178.6 Min: 54.7 / Avg: 214.87 / Max: 232.2 Min: 48.7 / Avg: 158.51 / Max: 168.3 Min: 46.4 / Avg: 191.75 / Max: 200.2 Min: 51.5 / Avg: 190.57 / Max: 204 Min: 52.4 / Avg: 254.09 / Max: 280.2 Min: 97.6 / Avg: 246.65 / Max: 277.2
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 110 220 330 440 550 SE +/- 0.11, N = 3 SE +/- 1.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.62, N = 3 SE +/- 2.76, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 SE +/- 0.34, N = 3 SE +/- 0.70, N = 3 SE +/- 0.19, N = 3 SE +/- 0.38, N = 3 SE +/- 0.17, N = 3 SE +/- 0.96, N = 3 SE +/- 1.04, N = 3 147.00 195.19 197.25 222.38 327.00 82.18 143.41 163.92 262.83 276.28 368.00 368.10 506.00 528.00
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 3K 6K 9K 12K 15K SE +/- 1.83, N = 3 SE +/- 3.27, N = 3 SE +/- 12.96, N = 3 SE +/- 41.00, N = 3 SE +/- 0.49, N = 3 SE +/- 7.94, N = 3 SE +/- 31.25, N = 3 SE +/- 40.51, N = 3 SE +/- 18.02, N = 3 SE +/- 486.34, N = 3 SE +/- 457.63, N = 3 SE +/- 496.55, N = 3 SE +/- 599.97, N = 3 SE +/- 982.50, N = 3 4212 6229 6776 8213 11630 2640 3904 4460 5570 6673 8025 10368 15802 16248
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 SE +/- 0.02, N = 3 SE +/- 0.93, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.20, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 SE +/- 0.04, N = 3 SE +/- 0.39, N = 3 SE +/- 0.30, N = 3 SE +/- 0.20, N = 3 103.00 138.99 138.77 154.42 197.00 60.95 90.17 101.11 113.99 177.38 201.00 233.08 294.00 293.00
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 0.3173 0.6346 0.9519 1.2692 1.5865 0.83 0.98 1.10 1.00 1.05 0.49 0.62 0.64 0.61 1.16 1.21 1.29 1.41 1.36
FAHBench System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better FAHBench 2.3.2 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 66.2 / Avg: 123.16 / Max: 154.3 Min: 68.1 / Avg: 141.93 / Max: 196.9 Min: 46.8 / Avg: 126.68 / Max: 151.2 Min: 69.5 / Avg: 154.76 / Max: 204.7 Min: 75.6 / Avg: 187.69 / Max: 260.2 Min: 68.4 / Avg: 123.63 / Max: 157.5 Min: 51.7 / Avg: 145.38 / Max: 189 Min: 51.4 / Avg: 157.3 / Max: 209.6 Min: 79.8 / Avg: 188.31 / Max: 237.7 Min: 47.2 / Avg: 153.38 / Max: 211.4 Min: 46.5 / Avg: 166.14 / Max: 224.8 Min: 48 / Avg: 180.6 / Max: 251.3 Min: 50 / Avg: 208.85 / Max: 317.9 Min: 70.9 / Avg: 216.29 / Max: 314.2
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 16 32 48 64 80 Min: 28 / Avg: 56.53 / Max: 68 Min: 48 / Avg: 65.17 / Max: 76 Min: 37 / Avg: 48.41 / Max: 56 Min: 32 / Avg: 65.16 / Max: 78 Min: 35 / Avg: 70.03 / Max: 81 Min: 50 / Avg: 64.07 / Max: 73 Min: 37 / Avg: 54.14 / Max: 62 Min: 53 / Avg: 73.31 / Max: 80 Min: 39 / Avg: 74.6 / Max: 84 Min: 40 / Avg: 60.23 / Max: 71 Min: 36 / Avg: 61.58 / Max: 75 Min: 46 / Avg: 70.67 / Max: 83 Min: 48 / Avg: 65.76 / Max: 77 Min: 37 / Avg: 67.01 / Max: 79
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 10K 20K 30K 40K 50K SE +/- 5.00, N = 3 SE +/- 7.00, N = 3 SE +/- 1.67, N = 3 SE +/- 19.60, N = 3 SE +/- 79.56, N = 3 SE +/- 18.33, N = 3 SE +/- 7.51, N = 3 SE +/- 25.24, N = 3 SE +/- 63.67, N = 3 SE +/- 16.82, N = 3 SE +/- 72.75, N = 3 SE +/- 3.53, N = 3 SE +/- 72.18, N = 3 SE +/- 79.00, N = 3 12241 17060 16886 13751 21491 6730 11711 13198 16772 21303 29922 29149 42442 46617
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 30 60 90 120 150 86.63 95.44 114.48 79.49 89.67 48.44 65.46 68.19 72.02 110.36 132.00 119.28 132.00 139.00
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 70 / Avg: 141.29 / Max: 144.7 Min: 85.1 / Avg: 178.76 / Max: 184.9 Min: 63.4 / Avg: 147.51 / Max: 149.2 Min: 91.3 / Avg: 172.99 / Max: 180 Min: 123.7 / Avg: 239.66 / Max: 246.7 Min: 76 / Avg: 138.95 / Max: 141.3 Min: 90.4 / Avg: 178.9 / Max: 181.9 Min: 98 / Avg: 193.56 / Max: 204.4 Min: 134.6 / Avg: 232.86 / Max: 240.6 Min: 47.1 / Avg: 193.04 / Max: 197.2 Min: 54.9 / Avg: 227.08 / Max: 233.7 Min: 48.3 / Avg: 244.37 / Max: 254 Min: 98.7 / Avg: 321.98 / Max: 335 Min: 49.8 / Avg: 335.62 / Max: 344.2
LuxMark OpenCL Device: GPU - Scene: Microphone OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 7K 14K 21K 28K 35K SE +/- 0.33, N = 3 SE +/- 2.96, N = 3 SE +/- 1.20, N = 3 SE +/- 13.11, N = 3 SE +/- 8.35, N = 3 SE +/- 6.00, N = 3 SE +/- 7.69, N = 3 SE +/- 33.32, N = 3 SE +/- 48.67, N = 3 SE +/- 10.17, N = 3 SE +/- 73.89, N = 3 SE +/- 10.26, N = 3 SE +/- 6.96, N = 3 SE +/- 33.83, N = 3 6964 9974 10272 8679 13523 4259 7827 8674 11021 13743 18307 19595 28502 30532
LuxMark OpenCL Device: GPU - Scene: Microphone OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 20 40 60 80 100 51.94 59.77 72.59 51.08 58.73 31.58 44.43 46.29 47.07 73.39 83.04 79.61 88.72 91.45
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 41.2 / Avg: 134.07 / Max: 138 Min: 46.4 / Avg: 166.86 / Max: 171.8 Min: 47.1 / Avg: 141.5 / Max: 144 Min: 45.3 / Avg: 169.91 / Max: 172.6 Min: 54.8 / Avg: 230.25 / Max: 239.2 Min: 44.5 / Avg: 134.86 / Max: 138.4 Min: 49.1 / Avg: 176.17 / Max: 179.9 Min: 50 / Avg: 187.37 / Max: 193.4 Min: 144.5 / Avg: 234.12 / Max: 246.1 Min: 49.3 / Avg: 187.25 / Max: 199.5 Min: 46.1 / Avg: 220.46 / Max: 224 Min: 118 / Avg: 246.15 / Max: 252.2 Min: 105.4 / Avg: 321.25 / Max: 329.8 Min: 138.3 / Avg: 333.87 / Max: 346.9
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 2K 4K 6K 8K 10K SE +/- 2.33, N = 3 SE +/- 5.36, N = 3 SE +/- 0.88, N = 3 SE +/- 1.20, N = 3 SE +/- 23.84, N = 3 SE +/- 11.00, N = 3 SE +/- 5.55, N = 3 SE +/- 12.22, N = 3 SE +/- 2.67, N = 3 SE +/- 1.53, N = 3 SE +/- 5.51, N = 3 SE +/- 8.84, N = 3 SE +/- 5.46, N = 3 SE +/- 48.88, N = 3 2662 3874 4166 3806 5592 1662 2718 3020 3871 4760 6254 6559 9202 9805
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 7 14 21 28 35 17.52 19.99 26.29 19.13 20.41 10.84 13.88 14.23 15.23 22.90 26.27 25.13 27.47 27.90
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.1 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 58.3 / Avg: 151.9 / Max: 155 Min: 45.8 / Avg: 193.84 / Max: 200.5 Min: 46.8 / Avg: 158.44 / Max: 162.1 Min: 45.9 / Avg: 198.93 / Max: 204.7 Min: 69.7 / Avg: 274.01 / Max: 280.9 Min: 44.1 / Avg: 153.32 / Max: 164.6 Min: 48.9 / Avg: 195.82 / Max: 201.9 Min: 50.2 / Avg: 212.29 / Max: 219.3 Min: 54.4 / Avg: 254.22 / Max: 263 Min: 48.1 / Avg: 207.9 / Max: 215.1 Min: 99.1 / Avg: 238.08 / Max: 243.5 Min: 104 / Avg: 260.96 / Max: 275.4 Min: 51.3 / Avg: 334.98 / Max: 346.2 Min: 99.9 / Avg: 351.42 / Max: 361.4
Mixbench Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2016-06-06 Benchmark: Single Precision GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 4K 8K 12K 16K 20K SE +/- 1.33, N = 3 SE +/- 33.45, N = 3 SE +/- 5.09, N = 3 SE +/- 5.87, N = 3 SE +/- 457.77, N = 3 SE +/- 13.58, N = 3 SE +/- 3.28, N = 3 SE +/- 2.19, N = 3 SE +/- 5.81, N = 3 SE +/- 7.52, N = 3 SE +/- 2.15, N = 3 SE +/- 2.83, N = 3 SE +/- 14.18, N = 3 SE +/- 21.73, N = 3 4362 6406 7025 8502 11481 2768 4140 4653 5835 7211 8277 10690 16048 16911 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
NAMD CUDA ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD CUDA 2.13 ATPase Simulation - 327,506 Atoms GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 0.1152 0.2304 0.3456 0.4608 0.576 SE +/- 0.00213, N = 3 SE +/- 0.00137, N = 3 SE +/- 0.00120, N = 3 SE +/- 0.00299, N = 3 SE +/- 0.00199, N = 3 SE +/- 0.00242, N = 3 SE +/- 0.00081, N = 3 SE +/- 0.00305, N = 3 SE +/- 0.00061, N = 3 SE +/- 0.00308, N = 3 SE +/- 0.00102, N = 3 SE +/- 0.00394, N = 3 SE +/- 0.00169, N = 3 SE +/- 0.00131, N = 3 0.31903 0.24297 0.22392 0.21430 0.20436 0.51207 0.36490 0.33087 0.28720 0.20742 0.19706 0.20213 0.19129 0.19135
NAMD CUDA System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NAMD CUDA 2.13 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 70 140 210 280 350 Min: 120.6 / Avg: 229.99 / Max: 264.7 Min: 61.4 / Avg: 228.6 / Max: 279.9 Min: 47.3 / Avg: 210.26 / Max: 256.2 Min: 45.7 / Avg: 224.13 / Max: 316 Min: 52.4 / Avg: 286.64 / Max: 379.7 Min: 42.9 / Avg: 225.84 / Max: 265.4 Min: 50.2 / Avg: 242.64 / Max: 306.2 Min: 50.6 / Avg: 266.8 / Max: 318.8 Min: 52.6 / Avg: 295.05 / Max: 362.6 Min: 49.3 / Avg: 233.66 / Max: 304.2 Min: 47.9 / Avg: 237.1 / Max: 316.7 Min: 56.5 / Avg: 255.83 / Max: 338 Min: 51.2 / Avg: 264.81 / Max: 374.7 Min: 53.2 / Avg: 266.74 / Max: 364.1
NVIDIA GPU Cloud TensorFlow Test: ResNet-50, FP16 OpenBenchmarking.org Images Per Second, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: ResNet-50, FP16 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 110 220 330 440 550 SE +/- 0.45, N = 3 SE +/- 0.62, N = 3 SE +/- 0.35, N = 3 SE +/- 0.45, N = 3 SE +/- 0.73, N = 3 SE +/- 0.73, N = 3 SE +/- 0.95, N = 3 SE +/- 0.48, N = 3 SE +/- 0.54, N = 3 SE +/- 0.19, N = 3 SE +/- 0.63, N = 3 116 161 175 194 271 152 243 302 329 451 509
NVIDIA GPU Cloud TensorFlow Test: ResNet-50, FP16 OpenBenchmarking.org Images Per Second Per Watt, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: ResNet-50, FP16 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 0.576 1.152 1.728 2.304 2.88 0.78 0.97 1.18 1.06 1.18 0.67 1.49 1.74 1.83 2.36 2.56
NVIDIA GPU Cloud TensorFlow System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 59.6 / Avg: 148.55 / Max: 182.7 Min: 72.7 / Avg: 165.01 / Max: 215.3 Min: 76.7 / Avg: 148.61 / Max: 192.6 Min: 73.2 / Avg: 182.82 / Max: 247.3 Min: 96.9 / Avg: 228.94 / Max: 319.8 Min: 80.4 / Avg: 228.25 / Max: 305 Min: 52 / Avg: 162.9 / Max: 226.2 Min: 72.1 / Avg: 173.65 / Max: 252.5 Min: 47.6 / Avg: 180.14 / Max: 286.5 Min: 74.7 / Avg: 191.11 / Max: 342.3 Min: 48.2 / Avg: 198.99 / Max: 354.3
NVIDIA GPU Cloud TensorFlow Test: AlexNet, FP16 OpenBenchmarking.org Images Per Second, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP16 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 1100 2200 3300 4400 5500 SE +/- 1.24, N = 3 SE +/- 4.96, N = 3 SE +/- 0.45, N = 3 SE +/- 2.92, N = 3 SE +/- 17.83, N = 3 SE +/- 5.31, N = 3 SE +/- 2.26, N = 3 SE +/- 2.48, N = 3 SE +/- 4.16, N = 3 SE +/- 4.54, N = 3 SE +/- 9.37, N = 3 1099 1546 1680 1854 2662 1552 2219 2701 3137 4425 5027
NVIDIA GPU Cloud TensorFlow Test: AlexNet, FP16 OpenBenchmarking.org Images Per Second Per Watt, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP16 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 6 12 18 24 30 7.83 10.07 11.87 10.36 12.24 6.57 13.80 16.25 16.47 21.10 24.25
NVIDIA GPU Cloud TensorFlow System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 88.1 / Avg: 140.33 / Max: 172.6 Min: 45.4 / Avg: 153.49 / Max: 195.3 Min: 48.5 / Avg: 141.56 / Max: 196.9 Min: 46 / Avg: 179 / Max: 242.1 Min: 65.2 / Avg: 217.49 / Max: 309.9 Min: 121.4 / Avg: 236.21 / Max: 313.7 Min: 59.5 / Avg: 160.81 / Max: 211.3 Min: 47.2 / Avg: 166.27 / Max: 236.6 Min: 52.1 / Avg: 190.47 / Max: 278.4 Min: 49.9 / Avg: 209.74 / Max: 336.6 Min: 51.4 / Avg: 207.26 / Max: 353.6
NVIDIA GPU Cloud TensorFlow Test: AlexNet, FP32 OpenBenchmarking.org Images Per Second, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP32 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 800 1600 2400 3200 4000 SE +/- 0.76, N = 3 SE +/- 3.98, N = 3 SE +/- 0.40, N = 3 SE +/- 2.10, N = 3 SE +/- 2.71, N = 3 SE +/- 3.72, N = 3 SE +/- 8.52, N = 3 SE +/- 1.73, N = 3 SE +/- 12.13, N = 3 SE +/- 6.13, N = 3 SE +/- 1.96, N = 3 1063 1506 1588 1758 2529 1494 1689 2089 2378 3351 3577
NVIDIA GPU Cloud TensorFlow Test: AlexNet, FP32 OpenBenchmarking.org Images Per Second Per Watt, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP32 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 4 8 12 16 20 7.73 9.82 11.09 9.81 11.61 6.54 10.03 11.39 12.21 14.35 14.63
NVIDIA GPU Cloud TensorFlow System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 71.6 / Avg: 137.51 / Max: 175.6 Min: 88.5 / Avg: 153.43 / Max: 195.1 Min: 47.9 / Avg: 143.17 / Max: 191.4 Min: 94.3 / Avg: 179.31 / Max: 228.6 Min: 127.8 / Avg: 217.89 / Max: 307.4 Min: 128.5 / Avg: 228.56 / Max: 295.1 Min: 46.4 / Avg: 168.46 / Max: 224.3 Min: 47.3 / Avg: 183.41 / Max: 245.9 Min: 55.1 / Avg: 194.67 / Max: 285.2 Min: 49.3 / Avg: 233.47 / Max: 346.6 Min: 50.8 / Avg: 244.53 / Max: 358.1
NVIDIA GPU Cloud TensorFlow Test: Googlenet, FP16 OpenBenchmarking.org Images Per Second, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: Googlenet, FP16 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 200 400 600 800 1000 SE +/- 0.03, N = 3 SE +/- 0.51, N = 3 SE +/- 0.06, N = 3 SE +/- 0.52, N = 3 SE +/- 2.30, N = 3 SE +/- 1.31, N = 3 SE +/- 0.70, N = 3 SE +/- 0.74, N = 3 SE +/- 2.14, N = 3 SE +/- 0.68, N = 3 SE +/- 1.11, N = 3 262 375 413 455 629 356 531 636 732 1016 1134
NVIDIA GPU Cloud TensorFlow Test: Googlenet, FP16 OpenBenchmarking.org Images Per Second Per Watt, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: Googlenet, FP16 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 0.9585 1.917 2.8755 3.834 4.7925 1.61 2.01 2.51 2.25 2.57 1.40 2.66 3.02 3.23 4.06 4.26
NVIDIA GPU Cloud TensorFlow System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 68.9 / Avg: 162.73 / Max: 181.7 Min: 88.5 / Avg: 186.77 / Max: 213.9 Min: 47.2 / Avg: 164.47 / Max: 190.6 Min: 45.6 / Avg: 201.99 / Max: 247.3 Min: 54.5 / Avg: 245.09 / Max: 319.8 Min: 85.1 / Avg: 254.96 / Max: 305.1 Min: 51.8 / Avg: 199.33 / Max: 225.7 Min: 46 / Avg: 210.67 / Max: 248 Min: 50.5 / Avg: 226.63 / Max: 285.7 Min: 49.4 / Avg: 250.03 / Max: 345.7 Min: 50.8 / Avg: 266.27 / Max: 362
NVIDIA GPU Cloud TensorFlow Test: Inception v4, FP16 OpenBenchmarking.org Images Per Second, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: Inception v4, FP16 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 30 60 90 120 150 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.10, N = 3 SE +/- 0.10, N = 3 SE +/- 0.35, N = 3 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 SE +/- 0.22, N = 3 SE +/- 0.12, N = 3 SE +/- 0.15, N = 3 32.13 44.73 49.27 54.60 74.30 40.40 75.87 89.43 102.03 136.00 152.00
NVIDIA GPU Cloud TensorFlow Test: Inception v4, FP16 OpenBenchmarking.org Images Per Second Per Watt, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: Inception v4, FP16 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 0.1868 0.3736 0.5604 0.7472 0.934 0.22 0.27 0.34 0.29 0.37 0.18 0.50 0.57 0.61 0.68 0.83
NVIDIA GPU Cloud TensorFlow System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 57.2 / Avg: 145.06 / Max: 185.9 Min: 72.1 / Avg: 163.82 / Max: 213.7 Min: 46.9 / Avg: 146.4 / Max: 186.9 Min: 71.8 / Avg: 185.61 / Max: 251 Min: 54.6 / Avg: 202.47 / Max: 321.9 Min: 80.2 / Avg: 223.76 / Max: 314.3 Min: 47.4 / Avg: 150.43 / Max: 221.5 Min: 45 / Avg: 158.24 / Max: 243.9 Min: 48.2 / Avg: 167.92 / Max: 285.5 Min: 50.7 / Avg: 199.93 / Max: 341.9 Min: 53.4 / Avg: 183.94 / Max: 352.4
NVIDIA GPU Cloud TensorFlow Test: VGG-16, FP16 OpenBenchmarking.org Images Per Second, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: VGG-16, FP16 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 50 100 150 200 250 SE +/- 0.09, N = 3 SE +/- 0.13, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.18, N = 3 SE +/- 0.99, N = 3 SE +/- 0.42, N = 3 SE +/- 0.41, N = 3 SE +/- 0.21, N = 3 SE +/- 0.09, N = 3 SE +/- 0.23, N = 3 55.63 76.97 84.50 92.40 131.00 77.03 110.17 137.00 151.70 207.00 244.00
NVIDIA GPU Cloud TensorFlow Test: VGG-16, FP16 OpenBenchmarking.org Images Per Second Per Watt, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: VGG-16, FP16 GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 0.216 0.432 0.648 0.864 1.08 0.36 0.45 0.53 0.47 0.56 0.30 0.60 0.73 0.70 0.83 0.96
NVIDIA GPU Cloud TensorFlow System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 64.4 / Avg: 153.94 / Max: 187.5 Min: 92.2 / Avg: 172.51 / Max: 206.4 Min: 46.8 / Avg: 158.44 / Max: 191.8 Min: 90.2 / Avg: 197.26 / Max: 243.2 Min: 52.6 / Avg: 234.08 / Max: 309.7 Min: 89.2 / Avg: 254.69 / Max: 323.3 Min: 47.1 / Avg: 184.66 / Max: 228.7 Min: 44.7 / Avg: 187.45 / Max: 248.6 Min: 48.8 / Avg: 216.35 / Max: 276.2 Min: 64.8 / Avg: 249.51 / Max: 341.7 Min: 85 / Avg: 254.04 / Max: 358.4
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 4.00 Total Score GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 70 140 210 280 350 91.82 132.27 141.90 147.08 209.00 96.18 110.44 141.94 162.49 205.00 217.63 305.00 320.00
OctaneBench Total Score OpenBenchmarking.org Score Per Watt, More Is Better OctaneBench 4.00 Total Score GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 0.2543 0.5086 0.7629 1.0172 1.2715 0.79 0.87 1.13 0.92 0.92 0.61 0.64 0.67 0.90 0.98 0.94 0.99 1.01
OctaneBench System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better OctaneBench 4.00 System Power Consumption Monitor GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 60 120 180 240 300 Min: 41.2 / Avg: 115.65 / Max: 129.1 Min: 43.1 / Avg: 151.54 / Max: 171.8 Min: 47.2 / Avg: 125.73 / Max: 146.8 Min: 45.7 / Avg: 160.64 / Max: 178.7 Min: 121.8 / Avg: 226.41 / Max: 250.5 Min: 84.5 / Avg: 156.44 / Max: 186.9 Min: 90.1 / Avg: 173.09 / Max: 195.7 Min: 55.2 / Avg: 212.35 / Max: 234.3 Min: 48.2 / Avg: 181.09 / Max: 206.3 Min: 45.5 / Avg: 209.09 / Max: 231 Min: 48.4 / Avg: 230.98 / Max: 269.7 Min: 51.3 / Avg: 309.41 / Max: 334.9 Min: 65.4 / Avg: 317.93 / Max: 352.5
System Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts System Power Consumption Monitor Phoronix Test Suite System Monitoring GTX 1060 GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti GTX 960 GTX 970 GTX 980 GTX 980 Ti RTX 2060 RTX 2070 RTX 2080 RTX 2080 Ti TITAN RTX 70 140 210 280 350 Min: 41.2 / Avg: 130.15 / Max: 264.7 Min: 43.1 / Avg: 157.95 / Max: 279.9 Min: 46.8 / Avg: 137.25 / Max: 256.2 Min: 45.3 / Avg: 167.73 / Max: 316 Min: 52.4 / Avg: 222.48 / Max: 379.7 Min: 42.9 / Avg: 136.46 / Max: 265.4 Min: 48.9 / Avg: 166.06 / Max: 306.2 Min: 49.6 / Avg: 181.05 / Max: 319.5 Min: 52.3 / Avg: 211.41 / Max: 362.6 Min: 46.3 / Avg: 164.46 / Max: 304.2 Min: 44 / Avg: 182.56 / Max: 316.7 Min: 46.4 / Avg: 198.17 / Max: 338 Min: 48.8 / Avg: 259.03 / Max: 374.7 Min: 48.2 / Avg: 267.56 / Max: 369.7
Phoronix Test Suite v10.8.4