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&grr&sro .
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 octanebench: Total Score luxmark: GPU - Microphone luxmark: GPU - Hotel luxmark: GPU - Luxball HDR fahbench: ngc-tensorflow: Inception v4, FP16 v-ray: CUDA GPU ngc-tensorflow: Googlenet, FP16 ngc-tensorflow: ResNet-50, FP16 ngc-tensorflow: VGG-16, FP16 ngc-tensorflow: AlexNet, FP32 ngc-tensorflow: AlexNet, FP16 namd-cuda: ATPase Simulation - 327,506 Atoms clpeak: Global Memory Bandwidth mixbench: Single Precision clpeak: Single-Precision Float 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 4259 1662 6730 60.95 0.51207 82.18 2768 2640 96.18 7827 2718 11711 90.17 124.71 0.36490 143.41 4140 3904 110.44 8674 3020 13198 101.11 111.46 0.33087 163.92 4653 4460 141.94 11021 3871 16772 113.99 40.40 84.86 356 152 77.03 1494 1552 0.28720 262.83 5835 5570 91.82 6964 2662 12241 103 32.13 129.19 262 116 55.63 1063 1099 0.31903 147 4362 4212 132.27 9974 3874 17060 138.99 44.73 91.13 375 161 76.97 1506 1546 0.24297 195.19 6406 6229 141.90 10272 4166 16886 138.77 49.27 86.39 413 175 84.50 1588 1680 0.22392 197.25 7025 6776 147.08 8679 3806 13751 154.42 54.60 100.00 455 194 92.40 1758 1854 0.21430 222.38 8502 8213 209 13523 5592 21491 197 74.30 69.95 629 271 131 2529 2662 0.20436 327 11481 11630 162.49 13743 4760 21303 177.38 75.87 93.85 531 243 110.17 1689 2219 0.20742 276.28 7211 6673 205 18307 6254 29922 201 89.43 65.90 636 302 137 2089 2701 0.19706 368 8277 8025 217.63 19595 6559 29149 233.08 102.03 72.71 732 329 151.70 2378 3137 0.20213 368.10 10690 10368 305 28502 9202 42442 294 136 53.11 1016 451 207 3351 4425 0.19129 506 16048 15802 320 30532 9805 46617 293 152 50.19 1134 509 244 3577 5027 0.19135 528 16911 16248 OpenBenchmarking.org
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
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: 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: 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
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
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
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
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: 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: 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: 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, 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
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
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
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
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
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
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
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
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
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: 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: 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: 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: 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
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
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
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
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
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
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
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: 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: 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: 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: 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: 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: 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: 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, 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: 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: 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
Phoronix Test Suite v10.8.4