Radeon ROCm and NVIDIA OpenCL Linux testing 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 1708103-TY-1708107TY43 Radeon ROCm vs. NVIDIA OpenCL August 2017 - Phoronix Test Suite Radeon ROCm vs. NVIDIA OpenCL August 2017 Radeon ROCm and NVIDIA OpenCL Linux testing by Michael Larabel for a future article on Phoronix.
HTML result view exported from: https://openbenchmarking.org/result/1708103-TY-1708107TY43&grw&sor .
Radeon ROCm vs. NVIDIA OpenCL August 2017 Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Driver OpenGL Vulkan Compiler File-System Screen Resolution OpenCL Radeon R9 285 Radeon R9 290 Radeon RX 480 Radeon RX 560 Radeon RX 580 Radeon R9 Fury GeForce GTX 780 Ti GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX 1050 GeForce GTX 1060 GeForce GTX 1070 GeForce GTX 1080 GeForce GTX 1080 Ti Radeon Vega FE Intel Core i7-7740K @ 4.50GHz (8 Cores) ASUS PRIME X299-A Intel Device 591f 16384MB 525GB Crucial_CT525MX3 + Samsung SSD 950 PRO 256GB XFX AMD TONGA 2048MB Realtek Generic Acer B286HK Intel Connection Ubuntu 16.04 4.11.0-kfd-compute-rocm-rel-1.6-127 (x86_64) Unity 7.4.0 modesetting 1.19.3 4.5 Mesa 17.3.0-devel- padoka PPA (LLVM 6.0.0) 1.0.42 GCC 5.4.0 20160609 ext4 3840x2160 XFX AMD HAWAII 4096MB OpenCL 2.0 AMD-APP (2450.0) AMD POLARIS10 8192MB amdgpu 1.3.0 AMD POLARIS11 4096MB MSI AMD POLARIS10 8192MB modesetting 1.19.3 Sapphire AMD FIJI 4096MB NVIDIA GeForce GTX 780 Ti 3072MB (875/3500MHz) Realtek ALC1220 4.13.0-999-generic (x86_64) 20170730 NVIDIA 384.59 4.5.0 OpenCL 1.2 CUDA 9.0.130 eVGA NVIDIA GeForce GTX 960 2048MB (1277/3505MHz) eVGA NVIDIA GeForce GTX 970 4096MB (1163/3505MHz) NVIDIA GeForce GTX 980 4096MB (1126/3505MHz) NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz) Zotac NVIDIA GeForce GTX 1050 2048MB (1354/3504MHz) NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz) NVIDIA GeForce GTX 1070 8192MB (1506/4006MHz) NVIDIA GeForce GTX 1080 8192MB (1607/5005MHz) NVIDIA GeForce GTX 1080 Ti 11264MB (1480/5508MHz) AMD Ryzen 5 1600 Six-Core @ 3.20GHz (12 Cores) Gigabyte AB350M-D3H-CF AMD Device 1450 Samsung SSD 960 EVO 500GB amdgpudrmfb AMD Device aaf8 HP 27er Realtek RTL8111/8168/8411 4.11.0-kfd-compute-rocm-rel-1.6-127 (x86_64) OpenCL 2.0 AMD-APP (2450.0) 1920x1080 OpenBenchmarking.org Compiler Details - --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v Processor Details - Radeon R9 285: Scaling Governor: intel_pstate performance - Radeon R9 290: Scaling Governor: intel_pstate performance - Radeon RX 480: Scaling Governor: intel_pstate performance - Radeon RX 560: Scaling Governor: intel_pstate performance - Radeon RX 580: Scaling Governor: intel_pstate performance - Radeon R9 Fury: Scaling Governor: intel_pstate performance - GeForce GTX 780 Ti: Scaling Governor: intel_pstate performance - GeForce GTX 960: Scaling Governor: intel_pstate performance - GeForce GTX 970: Scaling Governor: intel_pstate performance - GeForce GTX 980: Scaling Governor: intel_pstate performance - GeForce GTX 980 Ti: Scaling Governor: intel_pstate performance - GeForce GTX 1050: Scaling Governor: intel_pstate performance - GeForce GTX 1060: Scaling Governor: intel_pstate performance - GeForce GTX 1070: Scaling Governor: intel_pstate performance - GeForce GTX 1080: Scaling Governor: intel_pstate performance - GeForce GTX 1080 Ti: Scaling Governor: intel_pstate performance - Radeon Vega FE: Scaling Governor: acpi-cpufreq ondemand OpenCL Details - GeForce GTX 780 Ti: GPU Compute Cores: 2880 - GeForce GTX 960: GPU Compute Cores: 1024 - GeForce GTX 970: GPU Compute Cores: 1664 - GeForce GTX 980: GPU Compute Cores: 2048 - GeForce GTX 980 Ti: GPU Compute Cores: 2816 - GeForce GTX 1050: GPU Compute Cores: 640 - GeForce GTX 1060: GPU Compute Cores: 1280 - GeForce GTX 1070: GPU Compute Cores: 1920 - GeForce GTX 1080: GPU Compute Cores: 2560 - GeForce GTX 1080 Ti: GPU Compute Cores: 3584 System Details - GeForce GTX 780 Ti: GPU Compute Cores: 2880. - GeForce GTX 960: GPU Compute Cores: 1024. - GeForce GTX 970: GPU Compute Cores: 1664. - GeForce GTX 980: GPU Compute Cores: 2048. - GeForce GTX 980 Ti: GPU Compute Cores: 2816. - GeForce GTX 1050: GPU Compute Cores: 640. - GeForce GTX 1060: GPU Compute Cores: 1280. - GeForce GTX 1070: GPU Compute Cores: 1920. - GeForce GTX 1080: GPU Compute Cores: 2560. - GeForce GTX 1080 Ti: GPU Compute Cores: 3584.
Radeon ROCm vs. NVIDIA OpenCL August 2017 darktable: Boat - OpenCL darktable: Masskrug - OpenCL darktable: Server Room - OpenCL shoc: OpenCL - Max SP Flops shoc: OpenCL - Texture Read Bandwidth shoc: OpenCL - FFT SP shoc: OpenCL - MD5 Hash shoc: OpenCL - Triad clpeak: Global Memory Bandwidth clpeak: Double-Precision Double mixbench: Single Precision mixbench: Double Precision clpeak: Single-Precision Float fahbench: mixbench: Integer clpeak: Kernel Latency clpeak: Transfer Bandwidth enqueueWriteBuffer cl-mem: Read clpeak: Integer Compute INT cl-mem: Write cl-mem: Copy viennacl: OpenCL LU Factorization luxmark: GPU - Luxball HDR luxmark: GPU - Hotel Radeon R9 285 Radeon R9 290 Radeon RX 480 Radeon RX 560 Radeon RX 580 Radeon R9 Fury GeForce GTX 780 Ti GeForce GTX 960 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX 1050 GeForce GTX 1060 GeForce GTX 1070 GeForce GTX 1080 GeForce GTX 1080 Ti Radeon Vega FE 3.85 0.17 0.15 4790.31 253.64 6.11 272.17 599.06 4755.89 6.67 30.33 123.00 1595.41 217.70 192.40 20.97 10400 1013 4.16 0.14 0.13 5812.64 193.43 462.35 7.33 9.61 209.39 364.04 5450.06 362.29 5737.62 1140.24 5.86 30.64 157.87 1162.88 179.70 185.37 12.05 9885 1070 6.91 0.27 0.27 2634.53 115.81 209.76 3.34 4.95 89.25 164.50 2465.62 164.00 2588.66 508.69 5.82 30.38 93.50 524.70 80.90 81.03 12.08 4468 509 4.08 0.18 0.17 6260.48 207.97 498.10 7.96 9.68 208.96 391.77 5863.73 389.97 6175.41 1227.32 5.63 30.38 159.73 1251.63 180.70 183.47 11.98 10400 1218 3.42 0.13 0.13 7144.88 245.68 550.79 9.09 10.17 431.26 447.26 6508.34 440.85 7068.81 1386.50 5.94 30.74 123.30 1429.32 391.50 206.13 21.76 13212 1367 15.24 0.27 0.25 4944.72 287.39 429.87 4.66 12.35 252.98 246.21 4263.71 245.11 3847.88 72.77 968.93 5.56 12.36 271.67 961.13 252.00 237.10 54.59 9516 1199 19.30 0.24 0.25 2960.49 277.11 209.15 4.46 11.24 81.12 92.44 2765.13 92.74 2429.10 58.35 835.01 3.88 12.46 81.40 781.16 70.80 70.60 47.64 6148 1130 16.26 0.21 0.22 4361.65 288.87 382.02 6.54 11.91 143.41 137.56 4125.24 136.18 3728.55 85.45 1220.80 4.05 12.49 143.55 1128.64 129.70 125.27 53.03 10704 1649 15.23 0.21 0.21 5051.89 332.11 447.62 7.54 12.03 164.10 159.68 4700.91 159.86 4288.05 97.38 1402.27 4.07 12.48 164.47 1296.11 152.30 142.60 54.96 11959 1756 4.19 0.22 0.22 6208.65 351.45 693.44 9.27 12.29 263.32 195.67 5563.69 194.72 5292.12 108.15 1717.51 4.33 12.21 266.17 1583.85 238.40 216.37 56.91 14811 2142 18.18 0.22 0.23 2125.78 274.91 204.36 3.24 6.12 92.43 66.88 2040.46 66.76 1937.00 49.78 614.52 3.82 6.44 95 568.64 85.73 87.50 41.80 6569 1022 4.66 0.18 0.19 4829.99 382.21 322.16 7.36 11.96 146.23 150.41 4389.15 152.16 4157.55 97.24 1366.84 4.10 12.37 151.60 1223.58 138.70 137.70 54.03 11572 1742 3.78 0.18 0.19 7125.88 454.47 470.12 10.61 12.20 196.36 225.45 6402.60 223.87 6359.20 132.79 2027.96 3.55 12.61 205.43 1631.03 191.43 186.63 58.95 16186 2286 3.67 0.17 0.18 9446.74 520.13 597.69 14.29 12.31 218.15 295.22 8493.48 295.34 8249.62 145.38 2662.46 4.06 12.59 227.20 2349.86 213.13 206.53 61.26 12776 2725 3.13 0.17 0.18 13274.17 596.82 974.37 19.74 12.51 329.43 415.06 89.23 6.39 11780.26 186.74 27.88 3.55 12.61 338.07 3200.30 335.47 316.80 63.67 19662 3532 3.78 12653.80 422.09 885.04 16.00 11.82 92.74 12.66 19.70 154.20 362.80 211.93 30.68 OpenBenchmarking.org
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.0.3 Test: Boat - Acceleration: OpenCL GeForce GTX 1080 Ti Radeon R9 Fury GeForce GTX 1080 GeForce GTX 1070 Radeon Vega FE Radeon R9 290 Radeon RX 580 Radeon RX 480 GeForce GTX 980 Ti GeForce GTX 1060 Radeon RX 560 GeForce GTX 980 GeForce GTX 780 Ti GeForce GTX 970 GeForce GTX 1050 GeForce GTX 960 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 3.13 3.42 3.67 3.78 3.78 3.85 4.08 4.16 4.19 4.66 6.91 15.23 15.24 16.26 18.18 19.30
Darktable Test: Masskrug - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.0.3 Test: Masskrug - Acceleration: OpenCL Radeon R9 Fury Radeon RX 480 Radeon R9 290 GeForce GTX 1080 GeForce GTX 1080 Ti Radeon RX 580 GeForce GTX 1060 GeForce GTX 1070 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX 1050 GeForce GTX 960 Radeon RX 560 GeForce GTX 780 Ti 0.0608 0.1216 0.1824 0.2432 0.304 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 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 +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 0.13 0.14 0.17 0.17 0.17 0.18 0.18 0.18 0.21 0.21 0.22 0.22 0.24 0.27 0.27
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.0.3 Test: Server Room - Acceleration: OpenCL Radeon RX 480 Radeon R9 Fury Radeon R9 290 Radeon RX 580 GeForce GTX 1080 GeForce GTX 1080 Ti GeForce GTX 1060 GeForce GTX 1070 GeForce GTX 980 GeForce GTX 970 GeForce GTX 980 Ti GeForce GTX 1050 GeForce GTX 780 Ti GeForce GTX 960 Radeon RX 560 0.0608 0.1216 0.1824 0.2432 0.304 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, 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 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 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 0.13 0.13 0.15 0.17 0.18 0.18 0.19 0.19 0.21 0.22 0.22 0.23 0.25 0.25 0.27
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Max SP Flops OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Max SP Flops GeForce GTX 1080 Ti Radeon Vega FE GeForce GTX 1080 Radeon R9 Fury GeForce GTX 1070 Radeon RX 580 GeForce GTX 980 Ti Radeon RX 480 GeForce GTX 980 GeForce GTX 780 Ti GeForce GTX 1060 Radeon R9 290 GeForce GTX 970 GeForce GTX 960 Radeon RX 560 GeForce GTX 1050 3K 6K 9K 12K 15K SE +/- 65.79, N = 3 SE +/- 8.00, N = 3 SE +/- 38.82, N = 3 SE +/- 0.03, N = 3 SE +/- 32.37, N = 3 SE +/- 1.35, N = 3 SE +/- 15.98, N = 3 SE +/- 1.92, N = 3 SE +/- 3.16, N = 3 SE +/- 19.58, N = 3 SE +/- 6.12, N = 3 SE +/- 0.03, N = 3 SE +/- 1.82, N = 3 SE +/- 7.79, N = 3 SE +/- 0.11, N = 3 SE +/- 0.09, N = 3 13274.17 12653.80 9446.74 7144.88 7125.88 6260.48 6208.65 5812.64 5051.89 4944.72 4829.99 4790.31 4361.65 2960.49 2634.53 2125.78 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Texture Read Bandwidth OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Texture Read Bandwidth GeForce GTX 1080 Ti GeForce GTX 1080 GeForce GTX 1070 Radeon Vega FE GeForce GTX 1060 GeForce GTX 980 Ti GeForce GTX 980 GeForce GTX 970 GeForce GTX 780 Ti GeForce GTX 960 GeForce GTX 1050 Radeon R9 290 Radeon R9 Fury Radeon RX 580 Radeon RX 480 Radeon RX 560 130 260 390 520 650 SE +/- 0.23, N = 3 SE +/- 0.88, N = 3 SE +/- 0.27, N = 3 SE +/- 1.01, N = 3 SE +/- 0.59, N = 3 SE +/- 0.74, N = 3 SE +/- 1.03, N = 3 SE +/- 0.24, N = 3 SE +/- 0.11, N = 3 SE +/- 0.45, N = 3 SE +/- 1.17, N = 3 SE +/- 1.41, N = 3 SE +/- 0.89, N = 3 SE +/- 0.08, N = 3 SE +/- 0.23, N = 3 SE +/- 0.14, N = 3 596.82 520.13 454.47 422.09 382.21 351.45 332.11 288.87 287.39 277.11 274.91 253.64 245.68 207.97 193.43 115.81 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
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 GeForce GTX 1080 Ti Radeon Vega FE GeForce GTX 980 Ti GeForce GTX 1080 Radeon R9 Fury Radeon RX 580 GeForce GTX 1070 Radeon RX 480 GeForce GTX 980 GeForce GTX 780 Ti GeForce GTX 970 GeForce GTX 1060 Radeon RX 560 GeForce GTX 960 GeForce GTX 1050 200 400 600 800 1000 SE +/- 5.16, N = 3 SE +/- 0.88, N = 3 SE +/- 21.12, N = 3 SE +/- 6.81, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 8.94, N = 3 SE +/- 0.10, N = 3 SE +/- 0.99, N = 3 SE +/- 21.22, N = 3 SE +/- 6.83, N = 3 SE +/- 7.21, N = 3 SE +/- 0.06, N = 3 SE +/- 0.45, N = 3 SE +/- 12.49, N = 3 974.37 885.04 693.44 597.69 550.79 498.10 470.12 462.35 447.62 429.87 382.02 322.16 209.76 209.15 204.36 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
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 GeForce GTX 1080 Ti Radeon Vega FE GeForce GTX 1080 GeForce GTX 1070 GeForce GTX 980 Ti Radeon R9 Fury Radeon RX 580 GeForce GTX 980 GeForce GTX 1060 Radeon RX 480 GeForce GTX 970 Radeon R9 290 GeForce GTX 780 Ti GeForce GTX 960 Radeon RX 560 GeForce GTX 1050 5 10 15 20 25 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, 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 +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 19.74 16.00 14.29 10.61 9.27 9.09 7.96 7.54 7.36 7.33 6.54 6.11 4.66 4.46 3.34 3.24 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Triad OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Triad GeForce GTX 1080 Ti GeForce GTX 780 Ti GeForce GTX 1080 GeForce GTX 980 Ti GeForce GTX 1070 GeForce GTX 980 GeForce GTX 1060 GeForce GTX 970 Radeon Vega FE GeForce GTX 960 Radeon R9 Fury Radeon RX 580 Radeon RX 480 GeForce GTX 1050 Radeon RX 560 3 6 9 12 15 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 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.00, N = 3 SE +/- 0.22, N = 3 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 12.51 12.35 12.31 12.29 12.20 12.03 11.96 11.91 11.82 11.24 10.17 9.68 9.61 6.12 4.95 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth Radeon R9 Fury GeForce GTX 1080 Ti Radeon R9 290 GeForce GTX 980 Ti GeForce GTX 780 Ti GeForce GTX 1080 Radeon RX 480 Radeon RX 580 GeForce GTX 1070 GeForce GTX 980 GeForce GTX 1060 GeForce GTX 970 GeForce GTX 1050 Radeon RX 560 GeForce GTX 960 90 180 270 360 450 SE +/- 0.90, N = 3 SE +/- 0.82, N = 3 SE +/- 0.02, N = 3 SE +/- 0.10, N = 3 SE +/- 10.22, N = 3 SE +/- 3.85, N = 3 SE +/- 0.03, N = 3 SE +/- 0.10, N = 3 SE +/- 0.15, N = 3 SE +/- 0.05, N = 3 SE +/- 0.45, N = 3 SE +/- 0.03, N = 3 SE +/- 0.18, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 431.26 329.43 272.17 263.32 252.98 218.15 209.39 208.96 196.36 164.10 146.23 143.41 92.43 89.25 81.12
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double Radeon R9 290 Radeon R9 Fury GeForce GTX 1080 Ti Radeon RX 580 Radeon RX 480 GeForce GTX 1080 GeForce GTX 780 Ti GeForce GTX 1070 GeForce GTX 980 Ti Radeon RX 560 GeForce GTX 980 GeForce GTX 1060 GeForce GTX 970 GeForce GTX 960 GeForce GTX 1050 130 260 390 520 650 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 1.65, N = 3 SE +/- 0.07, N = 3 SE +/- 0.00, N = 3 SE +/- 0.76, N = 3 SE +/- 0.29, N = 3 SE +/- 1.12, N = 3 SE +/- 0.19, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.30, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.08, N = 3 599.06 447.26 415.06 391.77 364.04 295.22 246.21 225.45 195.67 164.50 159.68 150.41 137.56 92.44 66.88
Mixbench Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2016-06-06 Benchmark: Single Precision GeForce GTX 1080 Radeon R9 Fury GeForce GTX 1070 Radeon RX 580 GeForce GTX 980 Ti Radeon RX 480 GeForce GTX 980 GeForce GTX 1060 GeForce GTX 780 Ti GeForce GTX 970 GeForce GTX 960 Radeon RX 560 GeForce GTX 1050 Radeon Vega FE GeForce GTX 1080 Ti 2K 4K 6K 8K 10K SE +/- 48.08, N = 3 SE +/- 1.46, N = 3 SE +/- 54.41, N = 3 SE +/- 4.20, N = 3 SE +/- 255.36, N = 3 SE +/- 2.06, N = 3 SE +/- 5.25, N = 3 SE +/- 2.95, N = 3 SE +/- 5.00, N = 3 SE +/- 2.66, N = 3 SE +/- 0.91, N = 3 SE +/- 0.14, N = 3 SE +/- 0.81, N = 3 SE +/- 0.06, N = 3 SE +/- 3.63, N = 3 8493.48 6508.34 6402.60 5863.73 5563.69 5450.06 4700.91 4389.15 4263.71 4125.24 2765.13 2465.62 2040.46 92.74 89.23 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2016-06-06 Benchmark: Double Precision Radeon R9 Fury Radeon RX 580 Radeon RX 480 GeForce GTX 1080 GeForce GTX 780 Ti GeForce GTX 1070 GeForce GTX 980 Ti Radeon RX 560 GeForce GTX 980 GeForce GTX 1060 GeForce GTX 970 GeForce GTX 960 GeForce GTX 1050 Radeon Vega FE GeForce GTX 1080 Ti 100 200 300 400 500 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.92, N = 3 SE +/- 0.15, N = 3 SE +/- 0.00, N = 3 SE +/- 2.32, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.12, N = 3 SE +/- 0.71, N = 3 SE +/- 0.25, N = 3 SE +/- 0.05, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 440.85 389.97 362.29 295.34 245.11 223.87 194.72 164.00 159.86 152.16 136.18 92.74 66.76 12.66 6.39 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 GeForce GTX 1080 Ti GeForce GTX 1080 Radeon R9 Fury GeForce GTX 1070 Radeon RX 580 Radeon RX 480 GeForce GTX 980 Ti Radeon R9 290 GeForce GTX 980 GeForce GTX 1060 GeForce GTX 780 Ti GeForce GTX 970 Radeon RX 560 GeForce GTX 960 GeForce GTX 1050 3K 6K 9K 12K 15K SE +/- 0.82, N = 3 SE +/- 157.37, N = 3 SE +/- 0.51, N = 3 SE +/- 0.57, N = 3 SE +/- 0.38, N = 3 SE +/- 0.06, N = 3 SE +/- 13.41, N = 3 SE +/- 0.30, N = 3 SE +/- 0.64, N = 3 SE +/- 74.08, N = 3 SE +/- 0.62, N = 3 SE +/- 0.43, N = 3 SE +/- 0.20, N = 3 SE +/- 70.89, N = 3 SE +/- 0.29, N = 3 11780.26 8249.62 7068.81 6359.20 6175.41 5737.62 5292.12 4755.89 4288.05 4157.55 3847.88 3728.55 2588.66 2429.10 1937.00
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 GeForce GTX 1080 Ti GeForce GTX 1080 GeForce GTX 1070 GeForce GTX 980 Ti GeForce GTX 980 GeForce GTX 1060 GeForce GTX 970 GeForce GTX 780 Ti GeForce GTX 960 GeForce GTX 1050 40 80 120 160 200 SE +/- 0.26, N = 3 SE +/- 0.08, N = 3 SE +/- 0.17, N = 3 SE +/- 0.09, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.09, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 186.74 145.38 132.79 108.15 97.38 97.24 85.45 72.77 58.35 49.78
Mixbench Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2016-06-06 Benchmark: Integer GeForce GTX 1080 GeForce GTX 1070 GeForce GTX 980 Ti GeForce GTX 980 Radeon R9 Fury GeForce GTX 1060 Radeon RX 580 GeForce GTX 970 Radeon RX 480 GeForce GTX 780 Ti GeForce GTX 960 GeForce GTX 1050 Radeon RX 560 GeForce GTX 1080 Ti Radeon Vega FE 600 1200 1800 2400 3000 SE +/- 3.22, N = 3 SE +/- 2.60, N = 3 SE +/- 1.33, N = 3 SE +/- 0.90, N = 3 SE +/- 0.06, N = 3 SE +/- 0.54, N = 3 SE +/- 0.04, N = 3 SE +/- 0.50, N = 3 SE +/- 0.04, N = 3 SE +/- 0.88, N = 3 SE +/- 2.57, N = 3 SE +/- 0.97, N = 3 SE +/- 0.12, N = 3 SE +/- 1.30, N = 3 SE +/- 0.01, N = 3 2662.46 2027.96 1717.51 1402.27 1386.50 1366.84 1227.32 1220.80 1140.24 968.93 835.01 614.52 508.69 27.88 19.70 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
clpeak OpenCL Test: Kernel Latency OpenBenchmarking.org us, Fewer Is Better clpeak OpenCL Test: Kernel Latency GeForce GTX 1070 GeForce GTX 1080 Ti GeForce GTX 1050 GeForce GTX 960 GeForce GTX 970 GeForce GTX 1080 GeForce GTX 980 GeForce GTX 1060 GeForce GTX 980 Ti GeForce GTX 780 Ti Radeon RX 580 Radeon RX 560 Radeon RX 480 Radeon R9 Fury Radeon R9 290 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.27, N = 3 SE +/- 0.03, N = 3 SE +/- 0.36, N = 3 SE +/- 0.14, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.39, N = 3 3.55 3.55 3.82 3.88 4.05 4.06 4.07 4.10 4.33 5.56 5.63 5.82 5.86 5.94 6.67
clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer Radeon R9 Fury Radeon RX 480 Radeon RX 580 Radeon RX 560 Radeon R9 290 GeForce GTX 1080 Ti GeForce GTX 1070 GeForce GTX 1080 GeForce GTX 970 GeForce GTX 980 GeForce GTX 960 GeForce GTX 1060 GeForce GTX 780 Ti GeForce GTX 980 Ti GeForce GTX 1050 7 14 21 28 35 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.07, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 SE +/- 0.00, N = 3 30.74 30.64 30.38 30.38 30.33 12.61 12.61 12.59 12.49 12.48 12.46 12.37 12.36 12.21 6.44
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read GeForce GTX 1080 Ti GeForce GTX 780 Ti GeForce GTX 980 Ti GeForce GTX 1080 GeForce GTX 1070 GeForce GTX 980 Radeon RX 580 Radeon RX 480 Radeon Vega FE GeForce GTX 1060 GeForce GTX 970 Radeon R9 Fury Radeon R9 290 GeForce GTX 1050 Radeon RX 560 GeForce GTX 960 70 140 210 280 350 SE +/- 0.22, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 1.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.41, N = 3 SE +/- 2.42, N = 3 SE +/- 0.10, N = 3 SE +/- 0.21, N = 3 SE +/- 0.05, N = 2 SE +/- 0.12, N = 3 SE +/- 0.30, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 2 338.07 271.67 266.17 227.20 205.43 164.47 159.73 157.87 154.20 151.60 143.55 123.30 123.00 95.00 93.50 81.40 1. (CC) gcc options: -O2 -flto -lOpenCL
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT GeForce GTX 1080 Ti GeForce GTX 1080 GeForce GTX 1070 Radeon R9 290 GeForce GTX 980 Ti Radeon R9 Fury GeForce GTX 980 Radeon RX 580 GeForce GTX 1060 Radeon RX 480 GeForce GTX 970 GeForce GTX 780 Ti GeForce GTX 960 GeForce GTX 1050 Radeon RX 560 700 1400 2100 2800 3500 SE +/- 117.22, N = 3 SE +/- 29.30, N = 3 SE +/- 19.23, N = 3 SE +/- 0.05, N = 3 SE +/- 16.78, N = 3 SE +/- 0.05, N = 3 SE +/- 0.62, N = 3 SE +/- 0.01, N = 3 SE +/- 52.05, N = 3 SE +/- 0.03, N = 3 SE +/- 22.00, N = 3 SE +/- 17.95, N = 3 SE +/- 6.09, N = 3 SE +/- 15.64, N = 3 SE +/- 0.03, N = 3 3200.30 2349.86 1631.03 1595.41 1583.85 1429.32 1296.11 1251.63 1223.58 1162.88 1128.64 961.13 781.16 568.64 524.70
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write Radeon R9 Fury Radeon Vega FE GeForce GTX 1080 Ti GeForce GTX 780 Ti GeForce GTX 980 Ti Radeon R9 290 GeForce GTX 1080 GeForce GTX 1070 Radeon RX 580 Radeon RX 480 GeForce GTX 980 GeForce GTX 1060 GeForce GTX 970 GeForce GTX 1050 Radeon RX 560 GeForce GTX 960 80 160 240 320 400 SE +/- 4.06, N = 3 SE +/- 0.21, N = 3 SE +/- 0.22, N = 3 SE +/- 0.12, N = 3 SE +/- 0.00, N = 3 SE +/- 1.08, N = 3 SE +/- 0.87, N = 3 SE +/- 0.09, N = 3 SE +/- 0.80, N = 3 SE +/- 0.10, N = 3 SE +/- 0.00, N = 3 SE +/- 0.31, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.12, N = 3 SE +/- 0.00, N = 2 391.50 362.80 335.47 252.00 238.40 217.70 213.13 191.43 180.70 179.70 152.30 138.70 129.70 85.73 80.90 70.80 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy GeForce GTX 1080 Ti GeForce GTX 780 Ti GeForce GTX 980 Ti Radeon Vega FE GeForce GTX 1080 Radeon R9 Fury Radeon R9 290 GeForce GTX 1070 Radeon RX 480 Radeon RX 580 GeForce GTX 980 GeForce GTX 1060 GeForce GTX 970 GeForce GTX 1050 Radeon RX 560 GeForce GTX 960 70 140 210 280 350 SE +/- 0.10, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.32, N = 3 SE +/- 0.84, N = 3 SE +/- 0.48, N = 3 SE +/- 0.64, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.38, N = 3 SE +/- 0.00, N = 3 SE +/- 0.40, N = 3 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 2 316.80 237.10 216.37 211.93 206.53 206.13 192.40 186.63 185.37 183.47 142.60 137.70 125.27 87.50 81.03 70.60 1. (CC) gcc options: -O2 -flto -lOpenCL
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization GeForce GTX 1080 Ti GeForce GTX 1080 GeForce GTX 1070 GeForce GTX 980 Ti GeForce GTX 980 GeForce GTX 780 Ti GeForce GTX 1060 GeForce GTX 970 GeForce GTX 960 GeForce GTX 1050 Radeon Vega FE Radeon R9 Fury Radeon R9 290 Radeon RX 560 Radeon RX 480 Radeon RX 580 14 28 42 56 70 SE +/- 0.04, N = 3 SE +/- 0.14, N = 3 SE +/- 0.02, N = 3 SE +/- 0.34, N = 3 SE +/- 0.03, N = 3 SE +/- 2.80, N = 3 SE +/- 0.37, N = 3 SE +/- 0.12, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.20, N = 3 SE +/- 0.75, N = 3 SE +/- 0.27, N = 3 SE +/- 0.12, N = 3 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 63.67 61.26 58.95 56.91 54.96 54.59 54.03 53.03 47.64 41.80 30.68 21.76 20.97 12.08 12.05 11.98 1. (CXX) g++ options: -rdynamic -lOpenCL
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score, More Is Better LuxMark 3.0 OpenCL Device: GPU - Scene: Luxball HDR GeForce GTX 1080 Ti GeForce GTX 1070 GeForce GTX 980 Ti Radeon R9 Fury GeForce GTX 1080 GeForce GTX 980 GeForce GTX 1060 GeForce GTX 970 Radeon RX 580 Radeon R9 290 Radeon RX 480 GeForce GTX 780 Ti GeForce GTX 1050 GeForce GTX 960 Radeon RX 560 4K 8K 12K 16K 20K SE +/- 13.57, N = 3 SE +/- 3.84, N = 3 SE +/- 118.82, N = 3 SE +/- 66.33, N = 3 SE +/- 51.02, N = 3 SE +/- 26.67, N = 3 SE +/- 38.33, N = 3 SE +/- 3.33, N = 3 SE +/- 3.00, N = 3 SE +/- 3.67, N = 3 SE +/- 21.08, N = 3 SE +/- 15.33, N = 3 SE +/- 20.00, N = 3 SE +/- 8.69, N = 3 19662 16186 14811 13212 12776 11959 11572 10704 10400 10400 9885 9516 6569 6148 4468
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score, More Is Better LuxMark 3.0 OpenCL Device: GPU - Scene: Hotel GeForce GTX 1080 Ti GeForce GTX 1080 GeForce GTX 1070 GeForce GTX 980 Ti GeForce GTX 980 GeForce GTX 1060 GeForce GTX 970 Radeon R9 Fury Radeon RX 580 GeForce GTX 780 Ti GeForce GTX 960 Radeon RX 480 GeForce GTX 1050 Radeon R9 290 Radeon RX 560 800 1600 2400 3200 4000 SE +/- 54.49, N = 3 SE +/- 28.15, N = 3 SE +/- 6.67, N = 3 SE +/- 36.99, N = 3 SE +/- 55.00, N = 3 SE +/- 9.21, N = 3 SE +/- 36.71, N = 3 SE +/- 3.84, N = 3 SE +/- 3.33, N = 3 SE +/- 5.33, N = 3 SE +/- 7.64, N = 3 SE +/- 0.67, N = 3 SE +/- 1.00, N = 3 SE +/- 0.67, N = 3 SE +/- 2.33, N = 3 3532 2725 2286 2142 1756 1742 1649 1367 1218 1199 1130 1070 1022 1013 509
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.0 OpenCL Device: GPU - Scene: Luxball HDR GeForce GTX 1070 GeForce GTX 1060 GeForce GTX 1080 Ti GeForce GTX 1080 GeForce GTX 1050 GeForce GTX 980 Ti GeForce GTX 980 Radeon R9 Fury GeForce GTX 970 Radeon RX 480 Radeon RX 580 Radeon RX 560 GeForce GTX 960 Radeon R9 290 GeForce GTX 780 Ti 20 40 60 80 100 86.60 76.35 76.06 69.19 60.24 58.36 57.70 57.12 55.99 53.02 52.49 42.74 42.25 41.05 32.25
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.0 System Power Consumption Monitor Radeon RX 560 GeForce GTX 1050 GeForce GTX 960 GeForce GTX 1060 GeForce GTX 1080 Radeon RX 480 GeForce GTX 1070 Radeon RX 580 Radeon R9 Fury Radeon R9 290 GeForce GTX 780 Ti Radeon R9 285 GeForce GTX 970 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX 1080 Ti 60 120 180 240 300 Min: 50.4 / Avg: 104.54 / Max: 107.3 Min: 62.1 / Avg: 109.06 / Max: 119.8 Min: 73.2 / Avg: 145.52 / Max: 149.6 Min: 50 / Avg: 151.57 / Max: 157.1 Min: 81.4 / Avg: 184.66 / Max: 189.3 Min: 71.5 / Avg: 186.43 / Max: 197.7 Min: 78.2 / Avg: 186.9 / Max: 196.9 Min: 61.7 / Avg: 198.14 / Max: 205.1 Min: 60.8 / Avg: 231.32 / Max: 244.7 Min: 108.1 / Avg: 253.37 / Max: 262.7 Min: 127.9 / Avg: 295.03 / Max: 310.7 Min: 88.4 / Avg: 191.17 / Max: 194.5 Min: 136.6 / Avg: 207.25 / Max: 212.8 Min: 120.1 / Avg: 253.78 / Max: 259 Min: 103.3 / Avg: 258.5 / Max: 265.6
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.0 OpenCL Device: GPU - Scene: Hotel GeForce GTX 1080 Ti GeForce GTX 1080 GeForce GTX 1070 GeForce GTX 1060 GeForce GTX 1050 GeForce GTX 980 Ti GeForce GTX 980 GeForce GTX 970 GeForce GTX 960 Radeon RX 580 Radeon R9 Fury Radeon RX 480 Radeon RX 560 Radeon R9 290 GeForce GTX 780 Ti 3 6 9 12 15 13.50 13.40 12.47 11.42 9.47 8.82 8.62 8.60 7.32 7.27 6.76 6.64 5.37 4.54 4.28
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.0 System Power Consumption Monitor Radeon RX 560 GeForce GTX 1050 GeForce GTX 1060 GeForce GTX 960 Radeon RX 480 Radeon RX 580 GeForce GTX 1070 GeForce GTX 970 Radeon R9 Fury GeForce GTX 1080 GeForce GTX 980 Radeon R9 290 GeForce GTX 980 Ti GeForce GTX 1080 Ti GeForce GTX 780 Ti Radeon R9 285 50 100 150 200 250 Min: 51.4 / Avg: 94.7 / Max: 102.8 Min: 44.6 / Avg: 107.9 / Max: 115.3 Min: 61.8 / Avg: 152.59 / Max: 156.6 Min: 68.3 / Avg: 154.46 / Max: 158.8 Min: 103.4 / Avg: 161.24 / Max: 183.2 Min: 62.8 / Avg: 167.57 / Max: 197.1 Min: 52.1 / Avg: 183.39 / Max: 188.4 Min: 57.1 / Avg: 191.79 / Max: 197.1 Min: 87.9 / Avg: 202.29 / Max: 248.6 Min: 61.4 / Avg: 203.35 / Max: 209.7 Min: 56.4 / Avg: 203.63 / Max: 213.1 Min: 164 / Avg: 223.01 / Max: 246.2 Min: 61 / Avg: 242.75 / Max: 254.4 Min: 75.8 / Avg: 261.7 / Max: 278.5 Min: 79.8 / Avg: 279.87 / Max: 294.8
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Max SP Flops OpenBenchmarking.org GFLOPS Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Max SP Flops GeForce GTX 1080 Ti GeForce GTX 1080 GeForce GTX 1070 GeForce GTX 1060 Radeon RX 580 Radeon RX 480 Radeon R9 Fury GeForce GTX 980 Ti GeForce GTX 980 GeForce GTX 970 Radeon RX 560 GeForce GTX 960 Radeon R9 290 GeForce GTX 1050 GeForce GTX 780 Ti 15 30 45 60 75 65.10 60.50 50.59 40.80 37.73 36.55 33.16 31.24 30.96 29.25 28.37 23.72 23.40 23.27 21.88
SHOC Scalable HeterOgeneous Computing System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 System Power Consumption Monitor GeForce GTX 1050 Radeon RX 560 GeForce GTX 1060 GeForce GTX 960 GeForce GTX 1070 GeForce GTX 970 GeForce GTX 1080 Radeon RX 480 GeForce GTX 980 Radeon RX 580 GeForce GTX 980 Ti GeForce GTX 1080 Ti Radeon R9 290 Radeon R9 Fury GeForce GTX 780 Ti 60 120 180 240 300 Min: 65.4 / Avg: 91.36 / Max: 114.7 Min: 50.6 / Avg: 92.86 / Max: 123.4 Min: 73.6 / Avg: 118.38 / Max: 167.3 Min: 117.1 / Avg: 124.83 / Max: 188.6 Min: 78.5 / Avg: 140.86 / Max: 210.3 Min: 57.8 / Avg: 149.11 / Max: 234.2 Min: 127.9 / Avg: 156.13 / Max: 262.7 Min: 66.7 / Avg: 159.05 / Max: 205.4 Min: 55.9 / Avg: 163.16 / Max: 251 Min: 61.4 / Avg: 165.94 / Max: 235 Min: 151.8 / Avg: 198.76 / Max: 304.5 Min: 52.6 / Avg: 203.91 / Max: 304.8 Min: 109.8 / Avg: 204.67 / Max: 296.3 Min: 121.6 / Avg: 215.47 / Max: 344.8 Min: 59.2 / Avg: 226.01 / Max: 336.8
SHOC Scalable HeterOgeneous Computing Target: OpenCL - Benchmark: Texture Read Bandwidth OpenBenchmarking.org GB/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Texture Read Bandwidth GeForce GTX 1080 GeForce GTX 1070 GeForce GTX 1060 GeForce GTX 1080 Ti GeForce GTX 1050 GeForce GTX 960 GeForce GTX 980 GeForce GTX 970 GeForce GTX 980 Ti Radeon RX 580 Radeon RX 480 Radeon R9 290 Radeon RX 560 Radeon R9 Fury GeForce GTX 780 Ti 0.828 1.656 2.484 3.312 4.14 3.68 3.28 3.24 3.14 3.08 2.22 2.08 1.97 1.72 1.61 1.43 1.41 1.39 1.38 1.20
SHOC Scalable HeterOgeneous Computing System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 System Power Consumption Monitor Radeon RX 560 GeForce GTX 1050 GeForce GTX 1060 GeForce GTX 960 Radeon RX 580 Radeon RX 480 GeForce GTX 1070 GeForce GTX 1080 GeForce GTX 970 GeForce GTX 980 Radeon R9 Fury Radeon R9 290 GeForce GTX 1080 Ti GeForce GTX 980 Ti GeForce GTX 780 Ti 50 100 150 200 250 Min: 51.3 / Avg: 83.15 / Max: 94.2 Min: 44.8 / Avg: 89.24 / Max: 101.5 Min: 49.9 / Avg: 117.9 / Max: 137.8 Min: 96.7 / Avg: 124.57 / Max: 141.9 Min: 62.8 / Avg: 129.51 / Max: 166.9 Min: 69.5 / Avg: 134.82 / Max: 175 Min: 50.7 / Avg: 138.56 / Max: 159.1 Min: 52.2 / Avg: 141.33 / Max: 169.7 Min: 58 / Avg: 146.29 / Max: 167.8 Min: 55.7 / Avg: 159.95 / Max: 185.7 Min: 167.4 / Avg: 178.62 / Max: 202 Min: 111.2 / Avg: 180.14 / Max: 214.7 Min: 66.8 / Avg: 190.32 / Max: 229.1 Min: 143.3 / Avg: 204.53 / Max: 231.7 Min: 94.2 / Avg: 240.33 / Max: 287.5
SHOC Scalable HeterOgeneous Computing System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 System Power Consumption Monitor GeForce GTX 980 Ti Radeon RX 580 GeForce GTX 980 GeForce GTX 970 Radeon RX 560 GeForce GTX 1050 GeForce GTX 1060 Radeon RX 480 GeForce GTX 780 Ti GeForce GTX 960 Radeon R9 290 GeForce GTX 1070 Radeon R9 Fury GeForce GTX 1080 GeForce GTX 1080 Ti 60 120 180 240 300 Min: 61.6 / Avg: 65.85 / Max: 70.1 Min: 104 / Avg: 105.7 / Max: 107.4 Min: 98.4 / Avg: 109.4 / Max: 120.4 Min: 114.5 / Avg: 114.7 / Max: 114.9 Min: 116.8 / Avg: 117.17 / Max: 117.4 Min: 82.3 / Avg: 132.4 / Max: 182.5 Min: 112.9 / Avg: 157.65 / Max: 202.4 Min: 130.1 / Avg: 172.7 / Max: 215.3 Min: 168.7 / Avg: 174.7 / Max: 180.7 Min: 109.8 / Avg: 199.5 / Max: 289.2 Min: 63.4 / Avg: 204.7 / Max: 346
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 GeForce GTX 1080 Ti GeForce GTX 1080 GeForce GTX 1070 GeForce GTX 1060 GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX 970 GeForce GTX 1050 GeForce GTX 960 GeForce GTX 780 Ti 0.2318 0.4636 0.6954 0.9272 1.159 1.03 0.98 0.95 0.82 0.64 0.61 0.60 0.55 0.49 0.36
Mixbench Benchmark: Single Precision OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2016-06-06 Benchmark: Single Precision Radeon RX 580 Radeon R9 Fury Radeon RX 480 GeForce GTX 1060 GeForce GTX 980 GeForce GTX 780 Ti Radeon RX 560 16 32 48 64 80 70.48 58.60 53.37 49.63 45.63 31.19 30.69
ViennaCL System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ViennaCL 1.4.2 System Power Consumption Monitor Radeon RX 560 Radeon RX 580 GeForce GTX 1060 GeForce GTX 980 Radeon R9 Fury GeForce GTX 1050 Radeon RX 480 GeForce GTX 780 Ti GeForce GTX 960 GeForce GTX 1070 GeForce GTX 970 Radeon R9 290 GeForce GTX 980 Ti GeForce GTX 1080 Ti GeForce GTX 1080 30 60 90 120 150 Min: 50.6 / Avg: 72.03 / Max: 82.1 Min: 62.2 / Avg: 78.77 / Max: 96.1 Min: 68.9 / Avg: 80.05 / Max: 91.2 Min: 56 / Avg: 80.3 / Max: 104.6 Min: 63.1 / Avg: 86.03 / Max: 126.9 Min: 79.6 / Avg: 86.2 / Max: 92.8 Min: 72.7 / Avg: 93.3 / Max: 104.2 Min: 58.3 / Avg: 105.5 / Max: 152.7 Min: 85.8 / Avg: 108.05 / Max: 130.3 Min: 91.5 / Avg: 111.55 / Max: 131.6 Min: 98.7 / Avg: 125.25 / Max: 151.8 Min: 109.8 / Avg: 132.4 / Max: 158.7 Min: 134.4 / Avg: 142.1 / Max: 149.8 Min: 130.6 / Avg: 146.5 / Max: 162.4
cl-mem Benchmark: Read OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read GeForce GTX 1080 GeForce GTX 980 Ti GeForce GTX 1070 GeForce GTX 1060 GeForce GTX 780 Ti Radeon RX 580 GeForce GTX 980 Radeon RX 480 GeForce GTX 1050 GeForce GTX 970 Radeon RX 560 Radeon R9 Fury GeForce GTX 960 Radeon R9 290 0.4028 0.8056 1.2084 1.6112 2.014 1.79 1.57 1.55 1.35 1.28 1.24 1.17 1.06 1.04 1.02 0.99 0.74 0.72 0.56
cl-mem System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 System Power Consumption Monitor GeForce GTX 1050 Radeon RX 560 GeForce GTX 960 GeForce GTX 1060 GeForce GTX 1080 Radeon RX 580 GeForce GTX 1070 GeForce GTX 980 GeForce GTX 970 Radeon RX 480 Radeon R9 Fury GeForce GTX 980 Ti GeForce GTX 780 Ti GeForce GTX 1080 Ti Radeon R9 290 50 100 150 200 250 Min: 44.6 / Avg: 91.7 / Max: 98.4 Min: 61.8 / Avg: 94.24 / Max: 99.4 Min: 53 / Avg: 112.52 / Max: 126.6 Min: 77.6 / Avg: 112.65 / Max: 130.4 Min: 99.7 / Avg: 126.93 / Max: 164.8 Min: 61.5 / Avg: 128.3 / Max: 177.9 Min: 50.4 / Avg: 132.24 / Max: 154.3 Min: 102 / Avg: 140.4 / Max: 165.1 Min: 86.1 / Avg: 140.75 / Max: 165.4 Min: 67.2 / Avg: 149.58 / Max: 172.7 Min: 111.7 / Avg: 167.53 / Max: 194.9 Min: 63.5 / Avg: 169.7 / Max: 225.2 Min: 149 / Avg: 212.7 / Max: 266.1 Min: 213.3 / Avg: 215.1 / Max: 216.9 Min: 208.1 / Avg: 219.88 / Max: 227.1
cl-mem Benchmark: Write OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Write Radeon R9 Fury GeForce GTX 1080 Ti GeForce GTX 1070 GeForce GTX 1080 Radeon RX 580 GeForce GTX 980 Ti Radeon R9 290 GeForce GTX 980 GeForce GTX 1060 GeForce GTX 780 Ti Radeon RX 480 GeForce GTX 1050 Radeon RX 560 GeForce GTX 970 GeForce GTX 960 0.5423 1.0846 1.6269 2.1692 2.7115 2.41 2.05 1.43 1.38 1.34 1.14 1.12 1.11 1.10 1.08 1.07 0.97 0.91 0.81 0.59
cl-mem System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 System Power Consumption Monitor GeForce GTX 1050 Radeon RX 560 GeForce GTX 960 GeForce GTX 1060 GeForce GTX 1070 Radeon RX 580 GeForce GTX 980 GeForce GTX 1080 GeForce GTX 970 Radeon R9 Fury GeForce GTX 1080 Ti Radeon RX 480 Radeon R9 290 GeForce GTX 980 Ti GeForce GTX 780 Ti 50 100 150 200 250 Min: 51 / Avg: 88.33 / Max: 98.2 Min: 50.7 / Avg: 89.22 / Max: 99.8 Min: 75.2 / Avg: 119.81 / Max: 126.4 Min: 113.9 / Avg: 126.18 / Max: 129.8 Min: 50.8 / Avg: 133.6 / Max: 156.7 Min: 61.6 / Avg: 134.4 / Max: 178.4 Min: 55.9 / Avg: 137.83 / Max: 165.7 Min: 120.4 / Avg: 154.88 / Max: 168.9 Min: 145.8 / Avg: 161.02 / Max: 165.8 Min: 63.2 / Avg: 162.7 / Max: 196.7 Min: 131.4 / Avg: 163.5 / Max: 225.5 Min: 158.5 / Avg: 168.35 / Max: 173.8 Min: 110.3 / Avg: 194.92 / Max: 227.7 Min: 164 / Avg: 209.78 / Max: 231 Min: 205.2 / Avg: 232.33 / Max: 267.5
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Copy GeForce GTX 1080 GeForce GTX 1070 Radeon RX 480 Radeon R9 Fury GeForce GTX 780 Ti Radeon RX 580 Radeon R9 290 GeForce GTX 1060 GeForce GTX 980 Ti GeForce GTX 980 GeForce GTX 1050 Radeon RX 560 GeForce GTX 970 GeForce GTX 960 0.324 0.648 0.972 1.296 1.62 1.44 1.39 1.35 1.28 1.22 1.11 1.11 1.07 1.04 0.91 0.90 0.89 0.88 0.60
cl-mem System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 System Power Consumption Monitor Radeon RX 560 GeForce GTX 1050 GeForce GTX 960 GeForce GTX 1060 GeForce GTX 1070 Radeon RX 480 GeForce GTX 970 GeForce GTX 1080 GeForce GTX 980 Radeon R9 Fury Radeon RX 580 Radeon R9 290 GeForce GTX 780 Ti GeForce GTX 980 Ti GeForce GTX 1080 Ti 50 100 150 200 250 Min: 51.1 / Avg: 91.53 / Max: 100.1 Min: 97.2 / Avg: 97.62 / Max: 98.3 Min: 75.3 / Avg: 117.34 / Max: 125.9 Min: 123.2 / Avg: 128.26 / Max: 130.1 Min: 51.8 / Avg: 133.92 / Max: 156.5 Min: 73.8 / Avg: 137.13 / Max: 171.7 Min: 57.9 / Avg: 143.07 / Max: 165.3 Min: 99.9 / Avg: 143.28 / Max: 167.2 Min: 110.7 / Avg: 156.45 / Max: 166 Min: 63.6 / Avg: 161.35 / Max: 231 Min: 126.3 / Avg: 165.33 / Max: 179.6 Min: 110.7 / Avg: 173.45 / Max: 211.5 Min: 59.1 / Avg: 193.83 / Max: 264 Min: 136.5 / Avg: 208.38 / Max: 235 Min: 215.6 / Avg: 216.75 / Max: 217.9
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Double-Precision Double Radeon R9 290 Radeon RX 580 Radeon RX 480 Radeon R9 Fury GeForce GTX 1080 Ti GeForce GTX 1080 Radeon RX 560 GeForce GTX 1070 GeForce GTX 1060 GeForce GTX 780 Ti GeForce GTX 980 GeForce GTX 980 Ti GeForce GTX 970 GeForce GTX 1050 GeForce GTX 960 0.7538 1.5076 2.2614 3.0152 3.769 3.35 2.83 2.59 2.52 2.31 2.04 1.87 1.63 1.42 1.12 1.05 1.03 1.03 0.78 0.76
clpeak System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak System Power Consumption Monitor GeForce GTX 1050 Radeon RX 560 GeForce GTX 1060 GeForce GTX 960 GeForce GTX 970 GeForce GTX 1070 Radeon RX 580 Radeon RX 480 GeForce GTX 1080 GeForce GTX 980 Radeon R9 Fury Radeon R9 290 GeForce GTX 1080 Ti GeForce GTX 980 Ti GeForce GTX 780 Ti 40 80 120 160 200 Min: 44.7 / Avg: 85.97 / Max: 90.4 Min: 51 / Avg: 87.81 / Max: 93.9 Min: 49.1 / Avg: 105.58 / Max: 118 Min: 85.3 / Avg: 121.06 / Max: 124.6 Min: 61.8 / Avg: 134.1 / Max: 144.6 Min: 133.6 / Avg: 138.18 / Max: 139.4 Min: 95.5 / Avg: 138.34 / Max: 170 Min: 73.8 / Avg: 140.82 / Max: 162.3 Min: 52.7 / Avg: 144.57 / Max: 160.3 Min: 57 / Avg: 152.7 / Max: 162.3 Min: 63.9 / Avg: 177.34 / Max: 225.5 Min: 110.3 / Avg: 178.68 / Max: 199.3 Min: 57.5 / Avg: 179.46 / Max: 201.8 Min: 139.5 / Avg: 189.78 / Max: 196.9 Min: 220.2 / Avg: 220.42 / Max: 221
clpeak System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak System Power Consumption Monitor GeForce GTX 1060 GeForce GTX 1050 Radeon RX 560 GeForce GTX 1070 GeForce GTX 780 Ti GeForce GTX 960 GeForce GTX 970 Radeon RX 580 Radeon RX 480 GeForce GTX 980 Ti GeForce GTX 1080 Radeon R9 Fury Radeon R9 290 GeForce GTX 980 GeForce GTX 1080 Ti 60 120 180 240 300 Min: 44.6 / Avg: 55.5 / Max: 66.4 Min: 57.7 / Avg: 83.39 / Max: 110.6 Min: 50.7 / Avg: 88 / Max: 125.3 Min: 59.7 / Avg: 109 / Max: 158.3 Min: 53.3 / Avg: 128.25 / Max: 203.2 Min: 82.9 / Avg: 130.65 / Max: 178.4 Min: 62.1 / Avg: 135.37 / Max: 215.7 Min: 74.5 / Avg: 139.09 / Max: 198.1 Min: 63.5 / Avg: 152.7 / Max: 241.9 Min: 51.8 / Avg: 159 / Max: 266.2 Min: 91.2 / Avg: 171.7 / Max: 293.2 Min: 158.9 / Avg: 196.69 / Max: 311.4 Min: 254.1 / Avg: 254.4 / Max: 254.7
clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer Radeon RX 560 Radeon RX 580 Radeon RX 480 Radeon R9 Fury Radeon R9 290 GeForce GTX 1060 GeForce GTX 970 GeForce GTX 1080 GeForce GTX 1070 GeForce GTX 980 GeForce GTX 1080 Ti GeForce GTX 1050 GeForce GTX 980 Ti 0.0878 0.1756 0.2634 0.3512 0.439 0.39 0.32 0.31 0.29 0.18 0.13 0.12 0.11 0.11 0.11 0.08 0.08 0.08
clpeak System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak System Power Consumption Monitor GeForce GTX 960 GeForce GTX 1050 Radeon RX 560 GeForce GTX 1060 Radeon RX 580 Radeon RX 480 GeForce GTX 970 Radeon R9 Fury GeForce GTX 1070 GeForce GTX 980 GeForce GTX 1080 GeForce GTX 1080 Ti GeForce GTX 980 Ti Radeon R9 290 GeForce GTX 780 Ti 30 60 90 120 150 Min: 65.2 / Avg: 76.8 / Max: 89.4 Min: 51.2 / Avg: 76.94 / Max: 84.1 Min: 75.5 / Avg: 92.25 / Max: 105.6 Min: 61.8 / Avg: 95.67 / Max: 107 Min: 76 / Avg: 99.48 / Max: 105.5 Min: 97.8 / Avg: 103.53 / Max: 108 Min: 63.2 / Avg: 106.3 / Max: 120.3 Min: 103.2 / Avg: 114.13 / Max: 119.3 Min: 90.6 / Avg: 117.27 / Max: 130.7 Min: 99 / Avg: 118.32 / Max: 126.1 Min: 149.6 / Avg: 155.28 / Max: 157.1 Min: 134.8 / Avg: 156.02 / Max: 164.4 Min: 146.4 / Avg: 167.81 / Max: 175 Min: 170.7 / Avg: 175.55 / Max: 180.4
System Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts System Power Consumption Monitor Phoronix Test Suite System Monitoring Radeon RX 560 GeForce GTX 1050 GeForce GTX 1060 GeForce GTX 960 GeForce GTX 1070 Radeon RX 480 Radeon RX 580 GeForce GTX 970 GeForce GTX 1080 GeForce GTX 980 Radeon R9 290 Radeon R9 Fury GeForce GTX 980 Ti GeForce GTX 1080 Ti GeForce GTX 780 Ti 60 120 180 240 300 Min: 50.2 / Avg: 92.38 / Max: 145.4 Min: 44.2 / Avg: 92.91 / Max: 132 Min: 48.3 / Avg: 116.84 / Max: 190.4 Min: 52.1 / Avg: 123.58 / Max: 210.4 Min: 47.8 / Avg: 138.1 / Max: 211.9 Min: 66.5 / Avg: 142.76 / Max: 205.4 Min: 61.1 / Avg: 144.94 / Max: 235 Min: 55.7 / Avg: 145.83 / Max: 234.2 Min: 48.9 / Avg: 149.85 / Max: 266.2 Min: 54.8 / Avg: 152.53 / Max: 254.7 Min: 108.1 / Avg: 170.72 / Max: 311.4 Min: 60.8 / Avg: 177.77 / Max: 346 Min: 60.5 / Avg: 188.98 / Max: 336.2 Min: 51.8 / Avg: 191.22 / Max: 330.8 Min: 57.6 / Avg: 202.67 / Max: 336.8
Phoronix Test Suite v10.8.4