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