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 .
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 luxmark: GPU - Luxball HDR luxmark: GPU - Hotel 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 fahbench: mixbench: Single Precision mixbench: Double Precision mixbench: Integer viennacl: OpenCL LU Factorization cl-mem: Read cl-mem: Write cl-mem: Copy clpeak: Global Memory Bandwidth clpeak: Single-Precision Float clpeak: Double-Precision Double clpeak: Integer Compute INT clpeak: Transfer Bandwidth enqueueWriteBuffer clpeak: Kernel Latency 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 10400 1013 3.85 0.17 0.15 4790.31 253.64 6.11 20.97 123.00 217.70 192.40 272.17 4755.89 599.06 1595.41 30.33 6.67 9885 1070 4.16 0.14 0.13 5812.64 193.43 462.35 7.33 9.61 5450.06 362.29 1140.24 12.05 157.87 179.70 185.37 209.39 5737.62 364.04 1162.88 30.64 5.86 4468 509 6.91 0.27 0.27 2634.53 115.81 209.76 3.34 4.95 2465.62 164.00 508.69 12.08 93.50 80.90 81.03 89.25 2588.66 164.50 524.70 30.38 5.82 10400 1218 4.08 0.18 0.17 6260.48 207.97 498.10 7.96 9.68 5863.73 389.97 1227.32 11.98 159.73 180.70 183.47 208.96 6175.41 391.77 1251.63 30.38 5.63 13212 1367 3.42 0.13 0.13 7144.88 245.68 550.79 9.09 10.17 6508.34 440.85 1386.50 21.76 123.30 391.50 206.13 431.26 7068.81 447.26 1429.32 30.74 5.94 9516 1199 15.24 0.27 0.25 4944.72 287.39 429.87 4.66 12.35 72.77 4263.71 245.11 968.93 54.59 271.67 252.00 237.10 252.98 3847.88 246.21 961.13 12.36 5.56 6148 1130 19.30 0.24 0.25 2960.49 277.11 209.15 4.46 11.24 58.35 2765.13 92.74 835.01 47.64 81.40 70.80 70.60 81.12 2429.10 92.44 781.16 12.46 3.88 10704 1649 16.26 0.21 0.22 4361.65 288.87 382.02 6.54 11.91 85.45 4125.24 136.18 1220.80 53.03 143.55 129.70 125.27 143.41 3728.55 137.56 1128.64 12.49 4.05 11959 1756 15.23 0.21 0.21 5051.89 332.11 447.62 7.54 12.03 97.38 4700.91 159.86 1402.27 54.96 164.47 152.30 142.60 164.10 4288.05 159.68 1296.11 12.48 4.07 14811 2142 4.19 0.22 0.22 6208.65 351.45 693.44 9.27 12.29 108.15 5563.69 194.72 1717.51 56.91 266.17 238.40 216.37 263.32 5292.12 195.67 1583.85 12.21 4.33 6569 1022 18.18 0.22 0.23 2125.78 274.91 204.36 3.24 6.12 49.78 2040.46 66.76 614.52 41.80 95 85.73 87.50 92.43 1937.00 66.88 568.64 6.44 3.82 11572 1742 4.66 0.18 0.19 4829.99 382.21 322.16 7.36 11.96 97.24 4389.15 152.16 1366.84 54.03 151.60 138.70 137.70 146.23 4157.55 150.41 1223.58 12.37 4.10 16186 2286 3.78 0.18 0.19 7125.88 454.47 470.12 10.61 12.20 132.79 6402.60 223.87 2027.96 58.95 205.43 191.43 186.63 196.36 6359.20 225.45 1631.03 12.61 3.55 12776 2725 3.67 0.17 0.18 9446.74 520.13 597.69 14.29 12.31 145.38 8493.48 295.34 2662.46 61.26 227.20 213.13 206.53 218.15 8249.62 295.22 2349.86 12.59 4.06 19662 3532 3.13 0.17 0.18 13274.17 596.82 974.37 19.74 12.51 186.74 89.23 6.39 27.88 63.67 338.07 335.47 316.80 329.43 11780.26 415.06 3200.30 12.61 3.55 3.78 12653.80 422.09 885.04 16.00 11.82 92.74 12.66 19.70 30.68 154.20 362.80 211.93 OpenBenchmarking.org
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score, More Is Better LuxMark 3.0 OpenCL Device: GPU - Scene: Luxball HDR 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 4K 8K 12K 16K 20K SE +/- 3.00, N = 3 SE +/- 3.67, N = 3 SE +/- 8.69, N = 3 SE +/- 3.33, N = 3 SE +/- 66.33, N = 3 SE +/- 21.08, N = 3 SE +/- 20.00, N = 3 SE +/- 26.67, N = 3 SE +/- 118.82, N = 3 SE +/- 15.33, N = 3 SE +/- 38.33, N = 3 SE +/- 3.84, N = 3 SE +/- 51.02, N = 3 SE +/- 13.57, N = 3 10400 9885 4468 10400 13212 9516 6148 10704 11959 14811 6569 11572 16186 12776 19662
LuxMark OpenCL Device: GPU - Scene: Luxball HDR OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.0 OpenCL Device: GPU - Scene: Luxball HDR 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 20 40 60 80 100 41.05 53.02 42.74 52.49 57.12 32.25 42.25 55.99 57.70 58.36 60.24 76.35 86.60 69.19 76.06
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.0 System Power Consumption Monitor 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 60 120 180 240 300 Min: 108.1 / Avg: 253.37 / Max: 262.7 Min: 71.5 / Avg: 186.43 / Max: 197.7 Min: 50.4 / Avg: 104.54 / Max: 107.3 Min: 61.7 / Avg: 198.14 / Max: 205.1 Min: 60.8 / Avg: 231.32 / Max: 244.7 Min: 127.9 / Avg: 295.03 / Max: 310.7 Min: 73.2 / Avg: 145.52 / Max: 149.6 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: 62.1 / Avg: 109.06 / Max: 119.8 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: 103.3 / Avg: 258.5 / Max: 265.6
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score, More Is Better LuxMark 3.0 OpenCL Device: GPU - Scene: Hotel 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 800 1600 2400 3200 4000 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 2.33, N = 3 SE +/- 3.33, N = 3 SE +/- 3.84, N = 3 SE +/- 5.33, N = 3 SE +/- 7.64, N = 3 SE +/- 36.71, N = 3 SE +/- 55.00, N = 3 SE +/- 36.99, N = 3 SE +/- 1.00, N = 3 SE +/- 9.21, N = 3 SE +/- 6.67, N = 3 SE +/- 28.15, N = 3 SE +/- 54.49, N = 3 1013 1070 509 1218 1367 1199 1130 1649 1756 2142 1022 1742 2286 2725 3532
LuxMark OpenCL Device: GPU - Scene: Hotel OpenBenchmarking.org Score Per Watt, More Is Better LuxMark 3.0 OpenCL Device: GPU - Scene: Hotel 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 3 6 9 12 15 4.54 6.64 5.37 7.27 6.76 4.28 7.32 8.60 8.62 8.82 9.47 11.42 12.47 13.40 13.50
LuxMark System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LuxMark 3.0 System Power Consumption Monitor 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 50 100 150 200 250 Min: 164 / Avg: 223.01 / Max: 246.2 Min: 103.4 / Avg: 161.24 / Max: 183.2 Min: 51.4 / Avg: 94.7 / Max: 102.8 Min: 62.8 / Avg: 167.57 / Max: 197.1 Min: 87.9 / Avg: 202.29 / Max: 248.6 Min: 79.8 / Avg: 279.87 / Max: 294.8 Min: 68.3 / Avg: 154.46 / Max: 158.8 Min: 57.1 / Avg: 191.79 / Max: 197.1 Min: 56.4 / Avg: 203.63 / Max: 213.1 Min: 61 / Avg: 242.75 / Max: 254.4 Min: 44.6 / Avg: 107.9 / Max: 115.3 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: 75.8 / Avg: 261.7 / Max: 278.5
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.0.3 Test: Boat - Acceleration: OpenCL 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 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 3.85 4.16 6.91 4.08 3.42 15.24 19.30 16.26 15.23 4.19 18.18 4.66 3.78 3.67 3.13 3.78
Darktable Test: Masskrug - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.0.3 Test: Masskrug - Acceleration: OpenCL 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 0.0608 0.1216 0.1824 0.2432 0.304 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, 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 +/- 0.01, 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 0.17 0.14 0.27 0.18 0.13 0.27 0.24 0.21 0.21 0.22 0.22 0.18 0.18 0.17 0.17
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.0.3 Test: Server Room - Acceleration: OpenCL 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 0.0608 0.1216 0.1824 0.2432 0.304 SE +/- 0.02, 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 +/- 0.01, 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 +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.15 0.13 0.27 0.17 0.13 0.25 0.25 0.22 0.21 0.22 0.23 0.19 0.19 0.18 0.18
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 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 3K 6K 9K 12K 15K SE +/- 0.03, N = 3 SE +/- 1.92, N = 3 SE +/- 0.11, N = 3 SE +/- 1.35, N = 3 SE +/- 0.03, N = 3 SE +/- 19.58, N = 3 SE +/- 7.79, N = 3 SE +/- 1.82, N = 3 SE +/- 3.16, N = 3 SE +/- 15.98, N = 3 SE +/- 0.09, N = 3 SE +/- 6.12, N = 3 SE +/- 32.37, N = 3 SE +/- 38.82, N = 3 SE +/- 65.79, N = 3 SE +/- 8.00, N = 3 4790.31 5812.64 2634.53 6260.48 7144.88 4944.72 2960.49 4361.65 5051.89 6208.65 2125.78 4829.99 7125.88 9446.74 13274.17 12653.80 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
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 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 15 30 45 60 75 23.40 36.55 28.37 37.73 33.16 21.88 23.72 29.25 30.96 31.24 23.27 40.80 50.59 60.50 65.10
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 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 60 120 180 240 300 Min: 109.8 / Avg: 204.67 / Max: 296.3 Min: 66.7 / Avg: 159.05 / Max: 205.4 Min: 50.6 / Avg: 92.86 / Max: 123.4 Min: 61.4 / Avg: 165.94 / Max: 235 Min: 121.6 / Avg: 215.47 / Max: 344.8 Min: 59.2 / Avg: 226.01 / Max: 336.8 Min: 117.1 / Avg: 124.83 / Max: 188.6 Min: 57.8 / Avg: 149.11 / Max: 234.2 Min: 55.9 / Avg: 163.16 / Max: 251 Min: 151.8 / Avg: 198.76 / Max: 304.5 Min: 65.4 / Avg: 91.36 / Max: 114.7 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: 52.6 / Avg: 203.91 / Max: 304.8
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 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 130 260 390 520 650 SE +/- 1.41, N = 3 SE +/- 0.23, N = 3 SE +/- 0.14, N = 3 SE +/- 0.08, N = 3 SE +/- 0.89, N = 3 SE +/- 0.11, N = 3 SE +/- 0.45, N = 3 SE +/- 0.24, N = 3 SE +/- 1.03, N = 3 SE +/- 0.74, N = 3 SE +/- 1.17, N = 3 SE +/- 0.59, N = 3 SE +/- 0.27, N = 3 SE +/- 0.88, N = 3 SE +/- 0.23, N = 3 SE +/- 1.01, N = 3 253.64 193.43 115.81 207.97 245.68 287.39 277.11 288.87 332.11 351.45 274.91 382.21 454.47 520.13 596.82 422.09 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 Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Texture Read Bandwidth 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 0.828 1.656 2.484 3.312 4.14 1.41 1.43 1.39 1.61 1.38 1.20 2.22 1.97 2.08 1.72 3.08 3.24 3.28 3.68 3.14
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 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 50 100 150 200 250 Min: 111.2 / Avg: 180.14 / Max: 214.7 Min: 69.5 / Avg: 134.82 / Max: 175 Min: 51.3 / Avg: 83.15 / Max: 94.2 Min: 62.8 / Avg: 129.51 / Max: 166.9 Min: 167.4 / Avg: 178.62 / Max: 202 Min: 94.2 / Avg: 240.33 / Max: 287.5 Min: 96.7 / Avg: 124.57 / Max: 141.9 Min: 58 / Avg: 146.29 / Max: 167.8 Min: 55.7 / Avg: 159.95 / Max: 185.7 Min: 143.3 / Avg: 204.53 / Max: 231.7 Min: 44.8 / Avg: 89.24 / Max: 101.5 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: 66.8 / Avg: 190.32 / Max: 229.1
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 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 200 400 600 800 1000 SE +/- 0.10, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 SE +/- 21.22, N = 3 SE +/- 0.45, N = 3 SE +/- 6.83, N = 3 SE +/- 0.99, N = 3 SE +/- 21.12, N = 3 SE +/- 12.49, N = 3 SE +/- 7.21, N = 3 SE +/- 8.94, N = 3 SE +/- 6.81, N = 3 SE +/- 5.16, N = 3 SE +/- 0.88, N = 3 462.35 209.76 498.10 550.79 429.87 209.15 382.02 447.62 693.44 204.36 322.16 470.12 597.69 974.37 885.04 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 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 5 10 15 20 25 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 +/- 0.01, 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 +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 6.11 7.33 3.34 7.96 9.09 4.66 4.46 6.54 7.54 9.27 3.24 7.36 10.61 14.29 19.74 16.00 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 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 60 120 180 240 300 Min: 109.8 / Avg: 199.5 / Max: 289.2 Min: 112.9 / Avg: 157.65 / Max: 202.4 Min: 114.5 / Avg: 114.7 / Max: 114.9 Min: 61.6 / Avg: 65.85 / Max: 70.1 Min: 63.4 / Avg: 204.7 / Max: 346 Min: 130.1 / Avg: 172.7 / Max: 215.3 Min: 168.7 / Avg: 174.7 / Max: 180.7 Min: 98.4 / Avg: 109.4 / Max: 120.4 Min: 104 / Avg: 105.7 / Max: 107.4 Min: 116.8 / Avg: 117.17 / Max: 117.4 Min: 82.3 / Avg: 132.4 / Max: 182.5
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 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 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.22, 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 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.07, N = 3 9.61 4.95 9.68 10.17 12.35 11.24 11.91 12.03 12.29 6.12 11.96 12.20 12.31 12.51 11.82 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi
FAHBench OpenBenchmarking.org Ns Per Day, More Is Better FAHBench 2.3.2 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 40 80 120 160 200 SE +/- 0.09, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.11, N = 3 SE +/- 0.17, N = 3 SE +/- 0.08, N = 3 SE +/- 0.26, N = 3 72.77 58.35 85.45 97.38 108.15 49.78 97.24 132.79 145.38 186.74
FAHBench OpenBenchmarking.org Ns Per Day Per Watt, More Is Better FAHBench 2.3.2 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 0.2318 0.4636 0.6954 0.9272 1.159 0.36 0.49 0.60 0.64 0.61 0.55 0.82 0.95 0.98 1.03
Mixbench Benchmark: Single Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2016-06-06 Benchmark: Single Precision 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 2K 4K 6K 8K 10K SE +/- 2.06, N = 3 SE +/- 0.14, N = 3 SE +/- 4.20, N = 3 SE +/- 1.46, N = 3 SE +/- 5.00, N = 3 SE +/- 0.91, N = 3 SE +/- 2.66, N = 3 SE +/- 5.25, N = 3 SE +/- 255.36, N = 3 SE +/- 0.81, N = 3 SE +/- 2.95, N = 3 SE +/- 54.41, N = 3 SE +/- 48.08, N = 3 SE +/- 3.63, N = 3 SE +/- 0.06, N = 3 5450.06 2465.62 5863.73 6508.34 4263.71 2765.13 4125.24 4700.91 5563.69 2040.46 4389.15 6402.60 8493.48 89.23 92.74 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 Radeon RX 480 Radeon RX 560 Radeon RX 580 Radeon R9 Fury GeForce GTX 780 Ti GeForce GTX 980 GeForce GTX 1060 16 32 48 64 80 53.37 30.69 70.48 58.60 31.19 45.63 49.63
Mixbench Benchmark: Double Precision OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2016-06-06 Benchmark: Double Precision 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 100 200 300 400 500 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.15, N = 3 SE +/- 0.25, N = 3 SE +/- 0.71, N = 3 SE +/- 0.01, N = 3 SE +/- 2.32, N = 3 SE +/- 0.05, N = 3 SE +/- 0.12, N = 3 SE +/- 0.00, N = 3 SE +/- 0.92, N = 3 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 362.29 164.00 389.97 440.85 245.11 92.74 136.18 159.86 194.72 66.76 152.16 223.87 295.34 6.39 12.66 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
Mixbench Benchmark: Integer OpenBenchmarking.org GIOPS, More Is Better Mixbench 2016-06-06 Benchmark: Integer 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 600 1200 1800 2400 3000 SE +/- 0.04, N = 3 SE +/- 0.12, N = 3 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 SE +/- 0.88, N = 3 SE +/- 2.57, N = 3 SE +/- 0.50, N = 3 SE +/- 0.90, N = 3 SE +/- 1.33, N = 3 SE +/- 0.97, N = 3 SE +/- 0.54, N = 3 SE +/- 2.60, N = 3 SE +/- 3.22, N = 3 SE +/- 1.30, N = 3 SE +/- 0.01, N = 3 1140.24 508.69 1227.32 1386.50 968.93 835.01 1220.80 1402.27 1717.51 614.52 1366.84 2027.96 2662.46 27.88 19.70 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2
ViennaCL OpenCL LU Factorization OpenBenchmarking.org GFLOPS, More Is Better ViennaCL 1.4.2 OpenCL LU Factorization 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 14 28 42 56 70 SE +/- 0.27, N = 3 SE +/- 0.06, N = 3 SE +/- 0.12, N = 3 SE +/- 0.05, N = 3 SE +/- 0.75, N = 3 SE +/- 2.80, N = 3 SE +/- 0.00, N = 3 SE +/- 0.12, N = 3 SE +/- 0.03, N = 3 SE +/- 0.34, N = 3 SE +/- 0.01, N = 3 SE +/- 0.37, N = 3 SE +/- 0.02, N = 3 SE +/- 0.14, N = 3 SE +/- 0.04, N = 3 SE +/- 0.20, N = 3 20.97 12.05 12.08 11.98 21.76 54.59 47.64 53.03 54.96 56.91 41.80 54.03 58.95 61.26 63.67 30.68 1. (CXX) g++ options: -rdynamic -lOpenCL
ViennaCL System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ViennaCL 1.4.2 System Power Consumption Monitor 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 30 60 90 120 150 Min: 109.8 / Avg: 132.4 / Max: 158.7 Min: 72.7 / Avg: 93.3 / Max: 104.2 Min: 50.6 / Avg: 72.03 / Max: 82.1 Min: 62.2 / Avg: 78.77 / Max: 96.1 Min: 63.1 / Avg: 86.03 / Max: 126.9 Min: 58.3 / Avg: 105.5 / Max: 152.7 Min: 85.8 / Avg: 108.05 / Max: 130.3 Min: 98.7 / Avg: 125.25 / Max: 151.8 Min: 56 / Avg: 80.3 / Max: 104.6 Min: 134.4 / Avg: 142.1 / Max: 149.8 Min: 79.6 / Avg: 86.2 / Max: 92.8 Min: 68.9 / Avg: 80.05 / Max: 91.2 Min: 91.5 / Avg: 111.55 / Max: 131.6 Min: 130.6 / Avg: 146.5 / Max: 162.4
cl-mem Benchmark: Read OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read 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 70 140 210 280 350 SE +/- 0.30, N = 3 SE +/- 2.42, N = 3 SE +/- 0.00, N = 3 SE +/- 0.41, N = 3 SE +/- 0.12, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 2 SE +/- 0.05, N = 2 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 +/- 0.10, N = 3 123.00 157.87 93.50 159.73 123.30 271.67 81.40 143.55 164.47 266.17 95.00 151.60 205.43 227.20 338.07 154.20 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Read OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read 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 0.4028 0.8056 1.2084 1.6112 2.014 0.56 1.06 0.99 1.24 0.74 1.28 0.72 1.02 1.17 1.57 1.04 1.35 1.55 1.79
cl-mem System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 System Power Consumption Monitor 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 50 100 150 200 250 Min: 208.1 / Avg: 219.88 / Max: 227.1 Min: 67.2 / Avg: 149.58 / Max: 172.7 Min: 61.8 / Avg: 94.24 / Max: 99.4 Min: 61.5 / Avg: 128.3 / Max: 177.9 Min: 111.7 / Avg: 167.53 / Max: 194.9 Min: 149 / Avg: 212.7 / Max: 266.1 Min: 53 / Avg: 112.52 / Max: 126.6 Min: 86.1 / Avg: 140.75 / Max: 165.4 Min: 102 / Avg: 140.4 / Max: 165.1 Min: 63.5 / Avg: 169.7 / Max: 225.2 Min: 44.6 / Avg: 91.7 / Max: 98.4 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: 213.3 / Avg: 215.1 / Max: 216.9
cl-mem Benchmark: Write OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write 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 80 160 240 320 400 SE +/- 1.08, N = 3 SE +/- 0.10, N = 3 SE +/- 0.12, N = 3 SE +/- 0.80, N = 3 SE +/- 4.06, N = 3 SE +/- 0.12, N = 3 SE +/- 0.00, N = 2 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.31, N = 3 SE +/- 0.09, N = 3 SE +/- 0.87, N = 3 SE +/- 0.22, N = 3 SE +/- 0.21, N = 3 217.70 179.70 80.90 180.70 391.50 252.00 70.80 129.70 152.30 238.40 85.73 138.70 191.43 213.13 335.47 362.80 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Write OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Write 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 0.5423 1.0846 1.6269 2.1692 2.7115 1.12 1.07 0.91 1.34 2.41 1.08 0.59 0.81 1.11 1.14 0.97 1.10 1.43 1.38 2.05
cl-mem System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 System Power Consumption Monitor 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 50 100 150 200 250 Min: 110.3 / Avg: 194.92 / Max: 227.7 Min: 158.5 / Avg: 168.35 / Max: 173.8 Min: 50.7 / Avg: 89.22 / Max: 99.8 Min: 61.6 / Avg: 134.4 / Max: 178.4 Min: 63.2 / Avg: 162.7 / Max: 196.7 Min: 205.2 / Avg: 232.33 / Max: 267.5 Min: 75.2 / Avg: 119.81 / Max: 126.4 Min: 145.8 / Avg: 161.02 / Max: 165.8 Min: 55.9 / Avg: 137.83 / Max: 165.7 Min: 164 / Avg: 209.78 / Max: 231 Min: 51 / Avg: 88.33 / Max: 98.2 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: 131.4 / Avg: 163.5 / Max: 225.5
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy 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 70 140 210 280 350 SE +/- 0.64, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.38, N = 3 SE +/- 0.48, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 2 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.15, N = 3 SE +/- 0.40, N = 3 SE +/- 0.03, N = 3 SE +/- 0.84, N = 3 SE +/- 0.10, N = 3 SE +/- 0.32, N = 3 192.40 185.37 81.03 183.47 206.13 237.10 70.60 125.27 142.60 216.37 87.50 137.70 186.63 206.53 316.80 211.93 1. (CC) gcc options: -O2 -flto -lOpenCL
cl-mem Benchmark: Copy OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Copy 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 0.324 0.648 0.972 1.296 1.62 1.11 1.35 0.89 1.11 1.28 1.22 0.60 0.88 0.91 1.04 0.90 1.07 1.39 1.44
cl-mem System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 System Power Consumption Monitor 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 50 100 150 200 250 Min: 110.7 / Avg: 173.45 / Max: 211.5 Min: 73.8 / Avg: 137.13 / Max: 171.7 Min: 51.1 / Avg: 91.53 / Max: 100.1 Min: 126.3 / Avg: 165.33 / Max: 179.6 Min: 63.6 / Avg: 161.35 / Max: 231 Min: 59.1 / Avg: 193.83 / Max: 264 Min: 75.3 / Avg: 117.34 / Max: 125.9 Min: 57.9 / Avg: 143.07 / Max: 165.3 Min: 110.7 / Avg: 156.45 / Max: 166 Min: 136.5 / Avg: 208.38 / Max: 235 Min: 97.2 / Avg: 97.62 / Max: 98.3 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: 215.6 / Avg: 216.75 / Max: 217.9
clpeak OpenCL Test: Global Memory Bandwidth OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth 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 90 180 270 360 450 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.10, N = 3 SE +/- 0.90, N = 3 SE +/- 10.22, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.10, N = 3 SE +/- 0.18, N = 3 SE +/- 0.45, N = 3 SE +/- 0.15, N = 3 SE +/- 3.85, N = 3 SE +/- 0.82, N = 3 272.17 209.39 89.25 208.96 431.26 252.98 81.12 143.41 164.10 263.32 92.43 146.23 196.36 218.15 329.43
clpeak OpenCL Test: Single-Precision Float OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float 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 3K 6K 9K 12K 15K SE +/- 0.30, N = 3 SE +/- 0.06, N = 3 SE +/- 0.20, N = 3 SE +/- 0.38, N = 3 SE +/- 0.51, N = 3 SE +/- 0.62, N = 3 SE +/- 70.89, N = 3 SE +/- 0.43, N = 3 SE +/- 0.64, N = 3 SE +/- 13.41, N = 3 SE +/- 0.29, N = 3 SE +/- 74.08, N = 3 SE +/- 0.57, N = 3 SE +/- 157.37, N = 3 SE +/- 0.82, N = 3 4755.89 5737.62 2588.66 6175.41 7068.81 3847.88 2429.10 3728.55 4288.05 5292.12 1937.00 4157.55 6359.20 8249.62 11780.26
clpeak OpenCL Test: Double-Precision Double OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double 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 130 260 390 520 650 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.00, N = 3 SE +/- 0.29, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.19, N = 3 SE +/- 0.08, N = 3 SE +/- 0.30, N = 3 SE +/- 1.12, N = 3 SE +/- 0.76, N = 3 SE +/- 1.65, N = 3 599.06 364.04 164.50 391.77 447.26 246.21 92.44 137.56 159.68 195.67 66.88 150.41 225.45 295.22 415.06
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 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 0.7538 1.5076 2.2614 3.0152 3.769 3.35 2.59 1.87 2.83 2.52 1.12 0.76 1.03 1.05 1.03 0.78 1.42 1.63 2.04 2.31
clpeak System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak System Power Consumption Monitor 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 40 80 120 160 200 Min: 110.3 / Avg: 178.68 / Max: 199.3 Min: 73.8 / Avg: 140.82 / Max: 162.3 Min: 51 / Avg: 87.81 / Max: 93.9 Min: 95.5 / Avg: 138.34 / Max: 170 Min: 63.9 / Avg: 177.34 / Max: 225.5 Min: 220.2 / Avg: 220.42 / Max: 221 Min: 85.3 / Avg: 121.06 / Max: 124.6 Min: 61.8 / Avg: 134.1 / Max: 144.6 Min: 57 / Avg: 152.7 / Max: 162.3 Min: 139.5 / Avg: 189.78 / Max: 196.9 Min: 44.7 / Avg: 85.97 / Max: 90.4 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: 57.5 / Avg: 179.46 / Max: 201.8
clpeak OpenCL Test: Integer Compute INT OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT 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 700 1400 2100 2800 3500 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 17.95, N = 3 SE +/- 6.09, N = 3 SE +/- 22.00, N = 3 SE +/- 0.62, N = 3 SE +/- 16.78, N = 3 SE +/- 15.64, N = 3 SE +/- 52.05, N = 3 SE +/- 19.23, N = 3 SE +/- 29.30, N = 3 SE +/- 117.22, N = 3 1595.41 1162.88 524.70 1251.63 1429.32 961.13 781.16 1128.64 1296.11 1583.85 568.64 1223.58 1631.03 2349.86 3200.30
clpeak System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak System Power Consumption Monitor 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 60 120 180 240 300 Min: 158.9 / Avg: 196.69 / Max: 311.4 Min: 74.5 / Avg: 139.09 / Max: 198.1 Min: 57.7 / Avg: 83.39 / Max: 110.6 Min: 62.1 / Avg: 135.37 / Max: 215.7 Min: 91.2 / Avg: 171.7 / Max: 293.2 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: 254.1 / Avg: 254.4 / Max: 254.7 Min: 63.5 / Avg: 152.7 / Max: 241.9 Min: 44.6 / Avg: 55.5 / Max: 66.4 Min: 50.7 / Avg: 88 / Max: 125.3 Min: 51.8 / Avg: 159 / Max: 266.2
clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer 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 7 14 21 28 35 SE +/- 0.07, N = 3 SE +/- 0.33, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.33, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.09, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 30.33 30.64 30.38 30.38 30.74 12.36 12.46 12.49 12.48 12.21 6.44 12.37 12.61 12.59 12.61
clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Transfer Bandwidth enqueueWriteBuffer Radeon R9 290 Radeon RX 480 Radeon RX 560 Radeon RX 580 Radeon R9 Fury 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 0.0878 0.1756 0.2634 0.3512 0.439 0.18 0.31 0.39 0.32 0.29 0.12 0.11 0.08 0.08 0.13 0.11 0.11 0.08
clpeak System Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better clpeak System Power Consumption Monitor 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 30 60 90 120 150 Min: 146.4 / Avg: 167.81 / Max: 175 Min: 76 / Avg: 99.48 / Max: 105.5 Min: 51.2 / Avg: 76.94 / Max: 84.1 Min: 61.8 / Avg: 95.67 / Max: 107 Min: 63.2 / Avg: 106.3 / Max: 120.3 Min: 170.7 / Avg: 175.55 / Max: 180.4 Min: 97.8 / Avg: 103.53 / Max: 108 Min: 90.6 / Avg: 117.27 / Max: 130.7 Min: 134.8 / Avg: 156.02 / Max: 164.4 Min: 65.2 / Avg: 76.8 / Max: 89.4 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: 149.6 / Avg: 155.28 / Max: 157.1
clpeak OpenCL Test: Kernel Latency OpenBenchmarking.org us, Fewer Is Better clpeak OpenCL Test: Kernel Latency 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 2 4 6 8 10 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 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.14, N = 3 SE +/- 0.01, N = 3 SE +/- 0.36, N = 3 SE +/- 0.01, N = 3 SE +/- 0.27, N = 3 SE +/- 0.01, N = 3 6.67 5.86 5.82 5.63 5.94 5.56 3.88 4.05 4.07 4.33 3.82 4.10 3.55 4.06 3.55
System Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts System Power Consumption Monitor Phoronix Test Suite System Monitoring 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 60 120 180 240 300 Min: 108.1 / Avg: 170.72 / Max: 311.4 Min: 66.5 / Avg: 142.76 / Max: 205.4 Min: 50.2 / Avg: 92.38 / Max: 145.4 Min: 61.1 / Avg: 144.94 / Max: 235 Min: 60.8 / Avg: 177.77 / Max: 346 Min: 57.6 / Avg: 202.67 / Max: 336.8 Min: 52.1 / Avg: 123.58 / Max: 210.4 Min: 55.7 / Avg: 145.83 / Max: 234.2 Min: 54.8 / Avg: 152.53 / Max: 254.7 Min: 60.5 / Avg: 188.98 / Max: 336.2 Min: 44.2 / Avg: 92.91 / Max: 132 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: 51.8 / Avg: 191.22 / Max: 330.8
Phoronix Test Suite v10.8.4