NVIDIA GeForce RTX 2070 Ubuntu Linux compute OpenCL CUDA TensorFlow benchmarks. Tests by Michael Larabel for a future article on Phoronix.com.
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phoronix-test-suite benchmark 1810180-SK-GPGPUCOMP97 NVIDIA GeForce RTX 2070 Linux Compute Benchmarks - Phoronix Test Suite NVIDIA GeForce RTX 2070 Linux Compute Benchmarks NVIDIA GeForce RTX 2070 Ubuntu Linux compute OpenCL CUDA TensorFlow benchmarks. Tests by Michael Larabel for a future article on Phoronix.com.
HTML result view exported from: https://openbenchmarking.org/result/1810180-SK-GPGPUCOMP97&grw&sor .
NVIDIA GeForce RTX 2070 Linux Compute Benchmarks Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Compiler File-System Screen Resolution RX 580 R9 Fury RX Vega 56 RX Vega 64 GTX 970 GTX 980 GTX TITAN X GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti RTX 2070 RTX 2080 Ti AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads) ASUS ROG ZENITH EXTREME (1402 BIOS) AMD Family 17h 32768MB Samsung SSD 970 EVO 500GB MSI AMD Radeon RX 580 8GB Realtek ALC1220 ASUS VP28U Intel I211 Gigabit Connection Ubuntu 18.04 4.18.0-041800-generic (x86_64) GNOME Shell 3.28.3 X Server 1.19.6 modesetting 1.19.6 4.5 Mesa 18.0.5 (LLVM 6.0.0) OpenCL 2.1 AMD-APP (2679.0) GCC 7.3.0 ext4 3840x2160 Sapphire AMD Radeon 4GB AMD Radeon RX Vega 8GB eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz) NVIDIA 410.66 4.6.0 OpenCL 1.2 CUDA 10.0.175 GCC 7.3.0 + CUDA 10.0 NVIDIA GeForce GTX 980 4GB (1126/3505MHz) NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz) 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) eVGA NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) NVIDIA GeForce RTX 2080 Ti 11GB (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: acpi-cpufreq ondemand Security Details - __user pointer sanitization + Full AMD retpoline IBPB + SSB disabled via prctl and seccomp OpenCL Details - GTX 970: GPU Compute Cores: 1664 - GTX 980: GPU Compute Cores: 2048 - GTX TITAN X: GPU Compute Cores: 3072 - 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 2070: GPU Compute Cores: 2304 - RTX 2080 Ti: GPU Compute Cores: 4352 Python Details - GTX 970, GTX 980, GTX TITAN X, GTX 1070, GTX 1070 Ti, GTX 1080, GTX 1080 Ti, RTX 2070: Python 2.7.15rc1 + Python 3.6.6
NVIDIA GeForce RTX 2070 Linux Compute Benchmarks clpeak: Integer Compute INT cuda-mini-nbody: Original ngc-tensorflow: ResNet-50, FP16 ngc-tensorflow: ResNet-50, FP32 ngc-tensorflow: AlexNet, FP16 ngc-tensorflow: AlexNet, FP32 ngc-tensorflow: Googlenet, FP16 shoc: OpenCL - MD5 Hash parboil: OpenCL TPACF askap: Degridding v-ray: CUDA GPU ngc-tensorflow: VGG-16, FP16 ngc-tensorflow: VGG-16, FP32 ngc-tensorflow: Inception v4, FP16 shoc: OpenCL - FFT SP RX 580 R9 Fury RX Vega 56 RX Vega 64 GTX 970 GTX 980 GTX TITAN X GTX 1070 GTX 1070 Ti GTX 1080 GTX 1080 Ti RTX 2070 RTX 2080 Ti 1253 8.06 546 1430 9.20 821 1984 12.41 929 2502 16.43 931 1142 51.71 1045 998 6.47 1.59 9291 120.57 407 1314 45.90 1203 1146 7.49 1.55 10650 107.78 459 1805 33.55 152 123 1648 1575 371 10.30 1.49 17750 78.72 78.27 72.83 42.63 726 1710 39.69 158 124 1549 1504 374 10.67 1.24 13546 87.99 77.13 71.70 43.90 550 2339 31.91 185 136 1773 1660 448 13.66 1.20 13780 83.03 89.33 79.03 52.93 556 2439 32.76 190 141 1856 1746 454 14.31 1.21 14273 83.41 92.97 82.77 53.83 654 3292 21.23 265 207 2635 2499 622 19.96 0.93 22188 66.85 131.27 119.27 72.17 983 8150 17.71 295 181 2714 2110 641 19.28 1.03 25819 66.55 138.33 90.67 85.20 1015 14679 11.22 428 276 4330 3277 986 34.87 0.82 38037 53.91 204 150 123 1443 OpenBenchmarking.org
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT RTX 2080 Ti RTX 2070 GTX 1080 Ti RX Vega 64 GTX 1080 GTX 1070 Ti RX Vega 56 GTX TITAN X GTX 1070 R9 Fury GTX 980 RX 580 GTX 970 3K 6K 9K 12K 15K SE +/- 947.36, N = 3 SE +/- 495.02, N = 3 SE +/- 104.07, N = 3 SE +/- 2.43, N = 3 SE +/- 23.15, N = 3 SE +/- 28.40, N = 3 SE +/- 1.34, N = 3 SE +/- 19.05, N = 3 SE +/- 6.94, N = 3 SE +/- 0.08, N = 3 SE +/- 3.45, N = 3 SE +/- 0.03, N = 3 SE +/- 17.17, N = 3 14679 8150 3292 2502 2439 2339 1984 1805 1710 1430 1314 1253 1142
CUDA Mini-Nbody Test: Original OpenBenchmarking.org Seconds, Fewer Is Better CUDA Mini-Nbody 2015-11-10 Test: Original RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX 1070 Ti GTX 1080 GTX TITAN X GTX 1070 GTX 980 GTX 970 12 24 36 48 60 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.32, N = 3 SE +/- 0.02, N = 3 SE +/- 0.20, N = 3 SE +/- 0.04, N = 3 11.22 17.71 21.23 31.91 32.76 33.55 39.69 45.90 51.71
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 RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX 1080 GTX 1070 Ti GTX 1070 GTX TITAN X 90 180 270 360 450 SE +/- 4.94, N = 3 SE +/- 0.93, N = 3 SE +/- 0.98, N = 3 SE +/- 0.28, N = 3 SE +/- 0.28, N = 3 SE +/- 0.12, N = 3 SE +/- 4.87, N = 3 428 295 265 190 185 158 152
NVIDIA GPU Cloud TensorFlow Test: ResNet-50, FP32 OpenBenchmarking.org Images Per Second, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: ResNet-50, FP32 RTX 2080 Ti GTX 1080 Ti RTX 2070 GTX 1080 GTX 1070 Ti GTX 1070 GTX TITAN X 60 120 180 240 300 SE +/- 0.52, N = 3 SE +/- 0.09, N = 3 SE +/- 0.35, N = 3 SE +/- 0.10, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.60, N = 3 276 207 181 141 136 124 123
NVIDIA GPU Cloud TensorFlow Test: AlexNet, FP16 OpenBenchmarking.org Images Per Second, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP16 RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX 1080 GTX 1070 Ti GTX TITAN X GTX 1070 GTX 980 GTX 970 900 1800 2700 3600 4500 SE +/- 5.30, N = 3 SE +/- 5.17, N = 3 SE +/- 2.34, N = 3 SE +/- 2.12, N = 3 SE +/- 0.64, N = 3 SE +/- 0.59, N = 3 SE +/- 0.98, N = 3 SE +/- 2.27, N = 3 SE +/- 0.48, N = 3 4330 2714 2635 1856 1773 1648 1549 1203 1045
NVIDIA GPU Cloud TensorFlow Test: AlexNet, FP32 OpenBenchmarking.org Images Per Second, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP32 RTX 2080 Ti GTX 1080 Ti RTX 2070 GTX 1080 GTX 1070 Ti GTX TITAN X GTX 1070 GTX 980 GTX 970 700 1400 2100 2800 3500 SE +/- 5.44, N = 3 SE +/- 1.49, N = 3 SE +/- 4.62, N = 3 SE +/- 0.65, N = 3 SE +/- 0.85, N = 3 SE +/- 2.34, N = 3 SE +/- 0.80, N = 3 SE +/- 0.03, N = 3 SE +/- 0.27, N = 3 3277 2499 2110 1746 1660 1575 1504 1146 998
NVIDIA GPU Cloud TensorFlow Test: Googlenet, FP16 OpenBenchmarking.org Images Per Second, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: Googlenet, FP16 RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX 1080 GTX 1070 Ti GTX 1070 GTX TITAN X 200 400 600 800 1000 SE +/- 2.13, N = 3 SE +/- 0.51, N = 3 SE +/- 0.09, N = 3 SE +/- 0.35, N = 3 SE +/- 0.21, N = 3 SE +/- 0.67, N = 3 SE +/- 1.26, N = 3 986 641 622 454 448 374 371
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: MD5 Hash OpenBenchmarking.org GHash/s, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: MD5 Hash RTX 2080 Ti GTX 1080 Ti RTX 2070 RX Vega 64 GTX 1080 GTX 1070 Ti RX Vega 56 GTX 1070 GTX TITAN X R9 Fury RX 580 GTX 980 GTX 970 8 16 24 32 40 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 34.87 19.96 19.28 16.43 14.31 13.66 12.41 10.67 10.30 9.20 8.06 7.49 6.47 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
Parboil Test: OpenCL TPACF OpenBenchmarking.org Seconds, Fewer Is Better Parboil 2.5 Test: OpenCL TPACF RTX 2080 Ti GTX 1080 Ti RTX 2070 GTX 1070 Ti GTX 1080 GTX 1070 GTX TITAN X GTX 980 GTX 970 0.3578 0.7156 1.0734 1.4312 1.789 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 0.82 0.93 1.03 1.20 1.21 1.24 1.49 1.55 1.59 1. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp
ASKAP tConvolveCuda Processing: Degridding OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP tConvolveCuda 2015-11-10 Processing: Degridding RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX TITAN X GTX 1080 GTX 1070 Ti GTX 1070 GTX 980 GTX 970 8K 16K 24K 32K 40K SE +/- 0.00, N = 3 SE +/- 806.83, N = 3 SE +/- 0.00, N = 3 SE +/- 259.50, N = 3 SE +/- 233.57, N = 3 SE +/- 233.57, N = 3 SE +/- 0.00, N = 3 SE +/- 109.30, N = 3 38037 25819 22188 17750 14273 13780 13546 10650 9291 1. (CXX) g++ options: -fPIC -O3 -m64 -std=c++14 -lcudadevrt -lcudart_static -lrt -lpthread -ldl
Chaos Group V-RAY Mode: CUDA GPU OpenBenchmarking.org Seconds, Fewer Is Better Chaos Group V-RAY 1.1.0 Mode: CUDA GPU RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX TITAN X GTX 1070 Ti GTX 1080 GTX 1070 GTX 980 GTX 970 30 60 90 120 150 SE +/- 0.04, N = 3 SE +/- 0.25, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.15, N = 3 SE +/- 0.38, N = 3 SE +/- 0.29, N = 3 53.91 66.55 66.85 78.72 83.03 83.41 87.99 107.78 120.57
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 RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX 1080 GTX 1070 Ti GTX TITAN X GTX 1070 40 80 120 160 200 SE +/- 0.06, N = 3 SE +/- 0.20, N = 3 SE +/- 0.19, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.55, N = 3 SE +/- 0.15, N = 3 204.00 138.33 131.27 92.97 89.33 78.27 77.13
NVIDIA GPU Cloud TensorFlow Test: VGG-16, FP32 OpenBenchmarking.org Images Per Second, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: VGG-16, FP32 RTX 2080 Ti GTX 1080 Ti RTX 2070 GTX 1080 GTX 1070 Ti GTX TITAN X GTX 1070 30 60 90 120 150 SE +/- 0.35, N = 3 SE +/- 0.13, N = 3 SE +/- 9.08, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.37, N = 3 SE +/- 0.12, N = 3 150.00 119.27 90.67 82.77 79.03 72.83 71.70
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 RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX 1080 GTX 1070 Ti GTX 1070 GTX TITAN X 30 60 90 120 150 SE +/- 0.81, N = 3 SE +/- 0.72, N = 3 SE +/- 0.09, N = 3 SE +/- 0.12, N = 3 SE +/- 0.07, N = 3 SE +/- 0.10, N = 3 SE +/- 0.17, N = 3 123.00 85.20 72.17 53.83 52.93 43.90 42.63
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: FFT SP OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: FFT SP RTX 2080 Ti RTX 2070 GTX 1080 Ti RX Vega 64 RX Vega 56 R9 Fury GTX TITAN X GTX 1080 GTX 1070 Ti GTX 1070 RX 580 GTX 980 GTX 970 300 600 900 1200 1500 SE +/- 14.55, N = 3 SE +/- 24.94, N = 3 SE +/- 1.62, N = 3 SE +/- 0.54, N = 3 SE +/- 2.01, N = 3 SE +/- 0.06, N = 3 SE +/- 1.00, N = 3 SE +/- 0.71, N = 3 SE +/- 0.37, N = 3 SE +/- 1.15, N = 3 SE +/- 0.11, N = 3 SE +/- 0.36, N = 3 SE +/- 1.04, N = 3 1443 1015 983 931 929 821 726 654 556 550 546 459 407 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
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 1080 GTX 1070 GTX 970 GTX 1070 Ti GTX 980 RTX 2070 GTX 1080 Ti GTX TITAN X RTX 2080 Ti 60 120 180 240 300 Min: 162.9 / Avg: 219.51 / Max: 227.5 Min: 130.8 / Avg: 219.79 / Max: 228.1 Min: 157.1 / Avg: 222.29 / Max: 231.6 Min: 136 / Avg: 229.75 / Max: 241.9 Min: 96.2 / Avg: 233.17 / Max: 245.5 Min: 91.4 / Avg: 260.71 / Max: 281.6 Min: 168.6 / Avg: 277.93 / Max: 303.6 Min: 170.3 / Avg: 297.26 / Max: 311.3 Min: 99.6 / Avg: 298.13 / Max: 341.2
CUDA Mini-Nbody System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better CUDA Mini-Nbody 2015-11-10 System Power Consumption Monitor GTX 1070 RTX 2070 GTX 1070 Ti GTX 1080 GTX 980 RTX 2080 Ti GTX 970 GTX 1080 Ti GTX TITAN X 70 140 210 280 350 Min: 125.3 / Avg: 258.33 / Max: 276.4 Min: 179 / Avg: 277.58 / Max: 305.7 Min: 179.2 / Avg: 282.55 / Max: 312.9 Min: 137.4 / Avg: 283.52 / Max: 306.4 Min: 110.9 / Avg: 287.91 / Max: 313.7 Min: 101.7 / Avg: 291.2 / Max: 393 Min: 279 / Avg: 295.27 / Max: 300.3 Min: 167.1 / Avg: 312.36 / Max: 369.9 Min: 198.9 / Avg: 344.61 / Max: 382.3
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 RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX 1080 GTX 1070 Ti GTX 1070 GTX TITAN X 0.3848 0.7696 1.1544 1.5392 1.924 1.71 1.29 0.93 0.81 0.76 0.69 0.48
NVIDIA GPU Cloud TensorFlow System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor RTX 2070 GTX 1070 GTX 1080 GTX 1070 Ti RTX 2080 Ti GTX 1080 Ti GTX TITAN X 70 140 210 280 350 Min: 96.1 / Avg: 229.19 / Max: 310.5 Min: 125.5 / Avg: 230.02 / Max: 273.2 Min: 133.9 / Avg: 235.46 / Max: 308.2 Min: 124.9 / Avg: 242.2 / Max: 307 Min: 102.9 / Avg: 249.44 / Max: 398.5 Min: 128.1 / Avg: 284.31 / Max: 376 Min: 144.3 / Avg: 318.58 / Max: 383.5
NVIDIA GPU Cloud TensorFlow Test: ResNet-50, FP32 OpenBenchmarking.org Images Per Second Per Watt, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: ResNet-50, FP32 RTX 2080 Ti GTX 1080 Ti RTX 2070 GTX 1080 GTX 1070 Ti GTX 1070 GTX TITAN X 0.2228 0.4456 0.6684 0.8912 1.114 0.99 0.76 0.71 0.57 0.57 0.53 0.40
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 1070 GTX 1070 Ti GTX 1080 RTX 2070 GTX 1080 Ti RTX 2080 Ti GTX TITAN X 70 140 210 280 350 Min: 134.3 / Avg: 235.05 / Max: 274.2 Min: 100.5 / Avg: 240.85 / Max: 305.9 Min: 94 / Avg: 248.88 / Max: 305.1 Min: 96.4 / Avg: 253.4 / Max: 312 Min: 110.9 / Avg: 271.47 / Max: 375.5 Min: 104.2 / Avg: 279.93 / Max: 400.8 Min: 110.8 / Avg: 305.55 / Max: 380.1
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 RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX 1080 GTX 1070 GTX 1070 Ti GTX TITAN X GTX 980 GTX 970 4 8 12 16 20 16.39 11.38 10.90 8.79 7.50 7.41 6.01 4.84 4.37
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 1070 GTX 1080 RTX 2070 GTX 970 GTX 1070 Ti GTX 1080 Ti GTX 980 RTX 2080 Ti GTX TITAN X 70 140 210 280 350 Min: 91.3 / Avg: 206.58 / Max: 261.8 Min: 137.1 / Avg: 211.28 / Max: 282.8 Min: 140.1 / Avg: 238.56 / Max: 305.1 Min: 138.5 / Avg: 238.83 / Max: 290.6 Min: 140.1 / Avg: 239.23 / Max: 301.2 Min: 112.5 / Avg: 241.74 / Max: 360.8 Min: 142.1 / Avg: 248.35 / Max: 303.8 Min: 139.9 / Avg: 264.23 / Max: 398 Min: 111.2 / Avg: 273.97 / Max: 376.8
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 RTX 2080 Ti GTX 1080 Ti RTX 2070 GTX 1070 Ti GTX 1080 GTX 1070 GTX TITAN X GTX 980 GTX 970 3 6 9 12 15 11.39 9.39 9.07 7.69 7.35 6.95 5.00 4.52 4.25
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 1070 Ti GTX 1070 RTX 2070 GTX 970 GTX 1080 GTX 980 GTX 1080 Ti RTX 2080 Ti GTX TITAN X 70 140 210 280 350 Min: 141 / Avg: 215.98 / Max: 281 Min: 160.5 / Avg: 216.33 / Max: 256.6 Min: 94.9 / Avg: 232.75 / Max: 306.7 Min: 141.7 / Avg: 234.98 / Max: 287.4 Min: 140.8 / Avg: 237.52 / Max: 288 Min: 168.7 / Avg: 253.88 / Max: 296.7 Min: 173.7 / Avg: 266.19 / Max: 367.3 Min: 146.4 / Avg: 287.83 / Max: 399.7 Min: 207.4 / Avg: 314.76 / Max: 370.5
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 RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX 1080 GTX 1070 Ti GTX 1070 GTX TITAN X 0.729 1.458 2.187 2.916 3.645 3.24 2.46 1.96 1.75 1.70 1.53 1.14
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 1070 GTX 1080 RTX 2070 GTX 1070 Ti RTX 2080 Ti GTX 1080 Ti GTX TITAN X 70 140 210 280 350 Min: 133.7 / Avg: 244.62 / Max: 274.7 Min: 136.4 / Avg: 259.54 / Max: 306.2 Min: 136.9 / Avg: 260.13 / Max: 307.7 Min: 99.2 / Avg: 263.81 / Max: 307.6 Min: 99.4 / Avg: 304.21 / Max: 401.7 Min: 144.5 / Avg: 318.02 / Max: 375 Min: 151.6 / Avg: 325.99 / Max: 388
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 RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX 1080 GTX 1070 Ti GTX 1070 GTX TITAN X 0.1125 0.225 0.3375 0.45 0.5625 0.50 0.40 0.27 0.22 0.22 0.20 0.15
NVIDIA GPU Cloud TensorFlow System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor RTX 2070 GTX 1070 GTX 1080 GTX 1070 Ti RTX 2080 Ti GTX 1080 Ti GTX TITAN X 70 140 210 280 350 Min: 92.5 / Avg: 210.62 / Max: 301.7 Min: 132.4 / Avg: 221.97 / Max: 272.5 Min: 132.4 / Avg: 241.44 / Max: 307.7 Min: 138.9 / Avg: 243.51 / Max: 311.7 Min: 140.1 / Avg: 247.2 / Max: 404 Min: 99.4 / Avg: 272.26 / Max: 380.7 Min: 108 / Avg: 278.24 / Max: 380.9
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 RTX 2080 Ti RTX 2070 GTX 1080 Ti GTX 1080 GTX 1070 Ti GTX 1070 GTX TITAN X 0.153 0.306 0.459 0.612 0.765 0.68 0.55 0.42 0.37 0.37 0.34 0.24
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 1070 GTX 1070 Ti GTX 1080 RTX 2070 RTX 2080 Ti GTX 1080 Ti GTX TITAN X 70 140 210 280 350 Min: 91.5 / Avg: 229.25 / Max: 265.4 Min: 112.1 / Avg: 242.95 / Max: 294.5 Min: 92.5 / Avg: 248.1 / Max: 296.9 Min: 138.7 / Avg: 249.29 / Max: 302.5 Min: 101.9 / Avg: 299.78 / Max: 396.1 Min: 190.3 / Avg: 310.17 / Max: 375.6 Min: 206.8 / Avg: 322.78 / Max: 378.7
NVIDIA GPU Cloud TensorFlow Test: VGG-16, FP32 OpenBenchmarking.org Images Per Second Per Watt, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Test: VGG-16, FP32 RTX 2080 Ti GTX 1080 Ti RTX 2070 GTX 1080 GTX 1070 Ti GTX 1070 GTX TITAN X 0.108 0.216 0.324 0.432 0.54 0.48 0.39 0.35 0.33 0.32 0.31 0.23
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 1070 GTX 1070 Ti GTX 1080 RTX 2070 GTX 1080 Ti RTX 2080 Ti GTX TITAN X 70 140 210 280 350 Min: 93.5 / Avg: 228.29 / Max: 264.8 Min: 99.1 / Avg: 248.3 / Max: 292.9 Min: 132.8 / Avg: 251.17 / Max: 299.3 Min: 92.7 / Avg: 262.66 / Max: 313.7 Min: 139.5 / Avg: 308.82 / Max: 375 Min: 101.7 / Avg: 311.29 / Max: 404.4 Min: 145.5 / Avg: 317.87 / Max: 381.9
GPU Temperature Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Celsius GPU Temperature Monitor Phoronix Test Suite System Monitoring GTX 970 GTX 1070 Ti RTX 2070 GTX 980 RTX 2080 Ti GTX 1080 GTX 1070 GTX 1080 Ti GTX TITAN X 16 32 48 64 80 Min: 30 / Avg: 44.97 / Max: 71 Min: 38 / Avg: 54.27 / Max: 66 Min: 34 / Avg: 54.61 / Max: 65 Min: 37 / Avg: 56.32 / Max: 81 Min: 38 / Avg: 58.82 / Max: 74 Min: 37 / Avg: 61.56 / Max: 77 Min: 34 / Avg: 61.6 / Max: 74 Min: 39 / Avg: 66.34 / Max: 79 Min: 41 / Avg: 76.41 / Max: 85
System Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts System Power Consumption Monitor Phoronix Test Suite System Monitoring GTX 970 GTX 980 GTX 1070 GTX 1080 RTX 2070 GTX 1070 Ti RTX 2080 Ti GTX 1080 Ti GTX TITAN X 70 140 210 280 350 Min: 95.8 / Avg: 176.17 / Max: 300.3 Min: 93.6 / Avg: 176.4 / Max: 313.7 Min: 91.3 / Avg: 209.2 / Max: 276.4 Min: 91 / Avg: 211.98 / Max: 308.2 Min: 91.4 / Avg: 214.35 / Max: 313.7 Min: 96.8 / Avg: 223.4 / Max: 312.9 Min: 95.3 / Avg: 264.13 / Max: 406.6 Min: 94 / Avg: 268 / Max: 380.7 Min: 104.9 / Avg: 294.18 / Max: 388
SHOC Scalable HeterOgeneous Computing Performance / Cost - Target: OpenCL - Benchmark: FFT SP OpenBenchmarking.org GFLOPS Per Dollar, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Performance / Cost - Target: OpenCL - Benchmark: FFT SP RX Vega 56 RTX 2070 RX 580 RX Vega 64 GTX 1080 Ti GTX 1070 Ti GTX 1080 RTX 2080 Ti 0.5243 1.0486 1.5729 2.0972 2.6215 2.33 1.85 1.83 1.79 1.41 1.33 1.31 1.20 1. RX Vega 56: $399 reported cost. 2. RTX 2070: $549 reported cost. 3. RX 580: $299 reported cost. 4. RX Vega 64: $519 reported cost. 5. GTX 1080 Ti: $699 reported cost. 6. GTX 1070 Ti: $419 reported cost. 7. GTX 1080: $499 reported cost. 8. RTX 2080 Ti: $1199 reported cost.
SHOC Scalable HeterOgeneous Computing Performance / Cost - Target: OpenCL - Benchmark: MD5 Hash OpenBenchmarking.org GHash/s Per Dollar, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Performance / Cost - Target: OpenCL - Benchmark: MD5 Hash RTX 2070 RTX 2080 Ti GTX 1080 Ti GTX 1080 GTX 1070 Ti RX Vega 64 RX Vega 56 RX 580 0.009 0.018 0.027 0.036 0.045 0.04 0.03 0.03 0.03 0.03 0.03 0.03 0.03 1. RTX 2070: $549 reported cost. 2. RTX 2080 Ti: $1199 reported cost. 3. GTX 1080 Ti: $699 reported cost. 4. GTX 1080: $499 reported cost. 5. GTX 1070 Ti: $419 reported cost. 6. RX Vega 64: $519 reported cost. 7. RX Vega 56: $399 reported cost. 8. RX 580: $299 reported cost.
clpeak Performance / Cost - OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS Per Dollar, More Is Better clpeak Performance / Cost - OpenCL Test: Integer Compute INT RTX 2070 RTX 2080 Ti GTX 1070 Ti RX Vega 56 GTX 1080 RX Vega 64 GTX 1080 Ti RX 580 4 8 12 16 20 14.85 12.24 5.58 4.97 4.89 4.82 4.71 4.19 1. RTX 2070: $549 reported cost. 2. RTX 2080 Ti: $1199 reported cost. 3. GTX 1070 Ti: $419 reported cost. 4. RX Vega 56: $399 reported cost. 5. GTX 1080: $499 reported cost. 6. RX Vega 64: $519 reported cost. 7. GTX 1080 Ti: $699 reported cost. 8. RX 580: $299 reported cost.
ASKAP tConvolveCuda Performance / Cost - Processing: Degridding OpenBenchmarking.org Million Grid Points Per Second Per Dollar, More Is Better ASKAP tConvolveCuda 2015-11-10 Performance / Cost - Processing: Degridding RTX 2070 GTX 1070 Ti GTX 1080 Ti RTX 2080 Ti GTX 1080 11 22 33 44 55 47.03 32.89 31.74 31.72 28.60 1. RTX 2070: $549 reported cost. 2. GTX 1070 Ti: $419 reported cost. 3. GTX 1080 Ti: $699 reported cost. 4. RTX 2080 Ti: $1199 reported cost. 5. GTX 1080: $499 reported cost.
NVIDIA GPU Cloud TensorFlow Performance / Cost - Test: ResNet-50, FP16 OpenBenchmarking.org Images Per Second Per Dollar, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: ResNet-50, FP16 RTX 2070 GTX 1070 Ti GTX 1080 Ti GTX 1080 RTX 2080 Ti 0.1215 0.243 0.3645 0.486 0.6075 0.54 0.44 0.38 0.38 0.36 1. RTX 2070: $549 reported cost. 2. GTX 1070 Ti: $419 reported cost. 3. GTX 1080 Ti: $699 reported cost. 4. GTX 1080: $499 reported cost. 5. RTX 2080 Ti: $1199 reported cost.
NVIDIA GPU Cloud TensorFlow Performance / Cost - Test: ResNet-50, FP32 OpenBenchmarking.org Images Per Second Per Dollar, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: ResNet-50, FP32 RTX 2070 GTX 1070 Ti GTX 1080 Ti GTX 1080 RTX 2080 Ti 0.0743 0.1486 0.2229 0.2972 0.3715 0.33 0.32 0.30 0.28 0.23 1. RTX 2070: $549 reported cost. 2. GTX 1070 Ti: $419 reported cost. 3. GTX 1080 Ti: $699 reported cost. 4. GTX 1080: $499 reported cost. 5. RTX 2080 Ti: $1199 reported cost.
NVIDIA GPU Cloud TensorFlow Performance / Cost - Test: AlexNet, FP16 OpenBenchmarking.org Images Per Second Per Dollar, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: AlexNet, FP16 RTX 2070 GTX 1070 Ti GTX 1080 Ti GTX 1080 RTX 2080 Ti 1.1115 2.223 3.3345 4.446 5.5575 4.94 4.23 3.77 3.72 3.61 1. RTX 2070: $549 reported cost. 2. GTX 1070 Ti: $419 reported cost. 3. GTX 1080 Ti: $699 reported cost. 4. GTX 1080: $499 reported cost. 5. RTX 2080 Ti: $1199 reported cost.
NVIDIA GPU Cloud TensorFlow Performance / Cost - Test: AlexNet, FP32 OpenBenchmarking.org Images Per Second Per Dollar, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: AlexNet, FP32 GTX 1070 Ti RTX 2070 GTX 1080 Ti GTX 1080 RTX 2080 Ti 0.891 1.782 2.673 3.564 4.455 3.96 3.84 3.58 3.50 2.73 1. GTX 1070 Ti: $419 reported cost. 2. RTX 2070: $549 reported cost. 3. GTX 1080 Ti: $699 reported cost. 4. GTX 1080: $499 reported cost. 5. RTX 2080 Ti: $1199 reported cost.
NVIDIA GPU Cloud TensorFlow Performance / Cost - Test: Googlenet, FP16 OpenBenchmarking.org Images Per Second Per Dollar, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: Googlenet, FP16 RTX 2070 GTX 1070 Ti GTX 1080 GTX 1080 Ti RTX 2080 Ti 0.2633 0.5266 0.7899 1.0532 1.3165 1.17 1.07 0.91 0.89 0.82 1. RTX 2070: $549 reported cost. 2. GTX 1070 Ti: $419 reported cost. 3. GTX 1080: $499 reported cost. 4. GTX 1080 Ti: $699 reported cost. 5. RTX 2080 Ti: $1199 reported cost.
NVIDIA GPU Cloud TensorFlow Performance / Cost - Test: Inception v4, FP16 OpenBenchmarking.org Images Per Second Per Dollar, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: Inception v4, FP16 RTX 2070 GTX 1070 Ti GTX 1080 RTX 2080 Ti GTX 1080 Ti 0.036 0.072 0.108 0.144 0.18 0.16 0.13 0.11 0.10 0.10 1. RTX 2070: $549 reported cost. 2. GTX 1070 Ti: $419 reported cost. 3. GTX 1080: $499 reported cost. 4. RTX 2080 Ti: $1199 reported cost. 5. GTX 1080 Ti: $699 reported cost.
NVIDIA GPU Cloud TensorFlow Performance / Cost - Test: VGG-16, FP16 OpenBenchmarking.org Images Per Second Per Dollar, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: VGG-16, FP16 RTX 2070 GTX 1070 Ti GTX 1080 Ti GTX 1080 RTX 2080 Ti 0.0563 0.1126 0.1689 0.2252 0.2815 0.25 0.21 0.19 0.19 0.17 1. RTX 2070: $549 reported cost. 2. GTX 1070 Ti: $419 reported cost. 3. GTX 1080 Ti: $699 reported cost. 4. GTX 1080: $499 reported cost. 5. RTX 2080 Ti: $1199 reported cost.
NVIDIA GPU Cloud TensorFlow Performance / Cost - Test: VGG-16, FP32 OpenBenchmarking.org Images Per Second Per Dollar, More Is Better NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: VGG-16, FP32 GTX 1070 Ti RTX 2070 GTX 1080 Ti GTX 1080 RTX 2080 Ti 0.0428 0.0856 0.1284 0.1712 0.214 0.19 0.17 0.17 0.17 0.13 1. GTX 1070 Ti: $419 reported cost. 2. RTX 2070: $549 reported cost. 3. GTX 1080 Ti: $699 reported cost. 4. GTX 1080: $499 reported cost. 5. RTX 2080 Ti: $1199 reported cost.
Phoronix Test Suite v10.8.4