OpenCL NVIDIA GeForce GTX 1080 Ti Linux NVIDIA GeForce GTX 1080 Ti Linux performance for OpenCL. Benchmarks by Michael Larabel for a future article. GeForce GTX 680: Processor: Intel Core i7-7700K @ 4.50GHz (8 Cores), Motherboard: MSI Z270-A PRO (MS-7A71) v1.0, Chipset: Intel Device 591f, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX 680 2048MB (1006/3004MHz), Audio: Realtek ALC892, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 17.04, Kernel: 4.9.13-040913-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 378.13, OpenGL: 4.5.0, Vulkan: 1.0.39, Compiler: GCC 6.3.0 20170221, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 780 Ti: Processor: Intel Core i7-7700K @ 4.50GHz (8 Cores), Motherboard: MSI Z270-A PRO (MS-7A71) v1.0, Chipset: Intel Device 591f, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX 780 Ti 3072MB (324/324MHz), Audio: Realtek ALC892, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 17.04, Kernel: 4.9.13-040913-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 378.13, OpenGL: 4.5.0, Vulkan: 1.0.39, Compiler: GCC 6.3.0 20170221, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 980: Processor: Intel Core i7-7700K @ 4.50GHz (8 Cores), Motherboard: MSI Z270-A PRO (MS-7A71) v1.0, Chipset: Intel Device 591f, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX 980 4096MB (1126/3505MHz), Audio: Realtek ALC892, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 17.04, Kernel: 4.9.13-040913-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 378.13, OpenGL: 4.5.0, Vulkan: 1.0.39, Compiler: GCC 6.3.0 20170221, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 980 Ti: Processor: Intel Core i7-7700K @ 4.50GHz (8 Cores), Motherboard: MSI Z270-A PRO (MS-7A71) v1.0, Chipset: Intel Device 591f, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX 980 Ti 6144MB (999/3505MHz), Audio: Realtek ALC892, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 17.04, Kernel: 4.9.13-040913-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 378.13, OpenGL: 4.5.0, Vulkan: 1.0.39, Compiler: GCC 6.3.0 20170221, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1060: Processor: Intel Core i7-7700K @ 4.50GHz (8 Cores), Motherboard: MSI Z270-A PRO (MS-7A71) v1.0, Chipset: Intel Device 591f, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz), Audio: Realtek ALC892, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 17.04, Kernel: 4.9.13-040913-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 378.13, OpenGL: 4.5.0, Vulkan: 1.0.39, Compiler: GCC 6.3.0 20170221, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1070: Processor: Intel Core i7-7700K @ 4.50GHz (8 Cores), Motherboard: MSI Z270-A PRO (MS-7A71) v1.0, Chipset: Intel Device 591f, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX 1070 8192MB (1504/4006MHz), Audio: Realtek ALC892, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 17.04, Kernel: 4.9.13-040913-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 378.13, OpenGL: 4.5.0, Vulkan: 1.0.39, Compiler: GCC 6.3.0 20170221, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1080: Processor: Intel Core i7-7700K @ 4.50GHz (8 Cores), Motherboard: MSI Z270-A PRO (MS-7A71) v1.0, Chipset: Intel Device 591f, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX 1080 8192MB (1602/5005MHz), Audio: Realtek ALC892, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 17.04, Kernel: 4.9.13-040913-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 378.13, OpenGL: 4.5.0, Vulkan: 1.0.39, Compiler: GCC 6.3.0 20170221, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1080 Ti: Processor: Intel Core i7-7700K @ 4.50GHz (8 Cores), Motherboard: MSI Z270-A PRO (MS-7A71) v1.0, Chipset: Intel Device 591f, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: Device 11264MB (1471/5508MHz), Audio: Realtek ALC892, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 17.04, Kernel: 4.9.13-040913-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 378.13, OpenGL: 4.5.0, Vulkan: 1.0.39, Compiler: GCC 6.3.0 20170221, File-System: ext4, Screen Resolution: 3840x2160 SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Max SP Flops GFLOPS > Higher Is Better GeForce GTX 780 Ti .. 4947.56 |================== GeForce GTX 980 ..... 4989.55 |================== GeForce GTX 980 Ti .. 6173.28 |====================== GeForce GTX 1060 .... 4774.37 |================= GeForce GTX 1070 .... 7077.27 |========================= GeForce GTX 1080 .... 9428.50 |================================== GeForce GTX 1080 Ti . 13109.00 |=============================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Max SP Flops GFLOPS Per Watt > Higher Is Better GeForce GTX 780 Ti .. 22.25 |================= GeForce GTX 980 ..... 31.16 |======================== GeForce GTX 980 Ti .. 31.76 |======================== GeForce GTX 1060 .... 41.51 |================================ GeForce GTX 1070 .... 50.52 |======================================= GeForce GTX 1080 .... 61.54 |=============================================== GeForce GTX 1080 Ti . 64.91 |================================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 System Power Consumption Monitor Watts < Lower Is Better GeForce GTX 680 ..... MIN: 89 AVG: 162 MAX: 237 GeForce GTX 780 Ti .. MIN: 47 AVG: 222 MAX: 332 GeForce GTX 980 ..... MIN: 77 AVG: 160 MAX: 248 GeForce GTX 980 Ti .. MIN: 109 AVG: 194 MAX: 301 GeForce GTX 1060 .... MIN: 108 AVG: 115 MAX: 176 GeForce GTX 1070 .... MIN: 39 AVG: 140 MAX: 207 GeForce GTX 1080 .... MIN: 41 AVG: 153 MAX: 258 GeForce GTX 1080 Ti . MIN: 181 AVG: 202 MAX: 335 SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better GeForce GTX 680 ..... 240.33 |==================== GeForce GTX 780 Ti .. 287.06 |======================== GeForce GTX 980 ..... 333.54 |============================ GeForce GTX 980 Ti .. 350.80 |============================= GeForce GTX 1060 .... 379.85 |=============================== GeForce GTX 1070 .... 448.07 |===================================== GeForce GTX 1080 .... 525.83 |=========================================== GeForce GTX 1080 Ti . 593.60 |================================================= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Texture Read Bandwidth GB/s Per Watt > Higher Is Better GeForce GTX 680 ..... 1.43 |===================== GeForce GTX 780 Ti .. 1.29 |=================== GeForce GTX 980 ..... 2.19 |================================= GeForce GTX 980 Ti .. 1.87 |============================ GeForce GTX 1060 .... 3.43 |=================================================== GeForce GTX 1070 .... 3.34 |================================================== GeForce GTX 1080 .... 3.41 |=================================================== GeForce GTX 1080 Ti . 3.09 |============================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 System Power Consumption Monitor Watts < Lower Is Better GeForce GTX 680 ..... MIN: 94 AVG: 168 MAX: 197 GeForce GTX 780 Ti .. MIN: 49 AVG: 223 MAX: 287 GeForce GTX 980 ..... MIN: 56 AVG: 152 MAX: 187 GeForce GTX 980 Ti .. MIN: 48 AVG: 187 MAX: 234 GeForce GTX 1060 .... MIN: 37 AVG: 111 MAX: 132 GeForce GTX 1070 .... MIN: 40 AVG: 134 MAX: 160 GeForce GTX 1080 .... MIN: 147 AVG: 154 MAX: 177 GeForce GTX 1080 Ti . MIN: 46 AVG: 192 MAX: 235 SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: FFT SP GFLOPS > Higher Is Better GeForce GTX 680 ..... 268.87 |============= GeForce GTX 780 Ti .. 442.97 |====================== GeForce GTX 980 ..... 447.54 |====================== GeForce GTX 980 Ti .. 711.30 |=================================== GeForce GTX 1060 .... 346.32 |================= GeForce GTX 1070 .... 520.86 |========================== GeForce GTX 1080 .... 642.10 |================================ GeForce GTX 1080 Ti . 983.15 |================================================= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: MD5 Hash GHash/s > Higher Is Better GeForce GTX 680 ..... 2.25 |====== GeForce GTX 780 Ti .. 4.58 |============ GeForce GTX 980 ..... 7.57 |=================== GeForce GTX 980 Ti .. 9.32 |======================== GeForce GTX 1060 .... 7.35 |=================== GeForce GTX 1070 .... 10.56 |=========================== GeForce GTX 1080 .... 14.28 |==================================== GeForce GTX 1080 Ti . 19.74 |================================================== Darktable 2.2.1 Test: Boat - Acceleration: OpenCL Seconds < Lower Is Better GeForce GTX 680 ..... 18.49 |================================================== GeForce GTX 780 Ti .. 14.39 |======================================= GeForce GTX 980 ..... 14.47 |======================================= GeForce GTX 980 Ti .. 3.65 |========== GeForce GTX 1060 .... 4.33 |============ GeForce GTX 1070 .... 3.50 |========= GeForce GTX 1080 .... 3.35 |========= GeForce GTX 1080 Ti . 2.84 |======== Darktable 2.2.1 Test: Masskrug - Acceleration: OpenCL Seconds < Lower Is Better GeForce GTX 680 ..... 18.06 |================================================== GeForce GTX 780 Ti .. 18.02 |================================================== GeForce GTX 980 ..... 18.05 |================================================== GeForce GTX 980 Ti .. 5.42 |=============== GeForce GTX 1060 .... 5.46 |=============== GeForce GTX 1070 .... 5.30 |=============== GeForce GTX 1080 .... 5.30 |=============== GeForce GTX 1080 Ti . 5.25 |=============== Darktable 2.2.1 Test: Server Room - Acceleration: OpenCL Seconds < Lower Is Better GeForce GTX 680 ..... 14.86 |========================================= GeForce GTX 780 Ti .. 15.88 |============================================ GeForce GTX 980 ..... 18.01 |================================================== GeForce GTX 980 Ti .. 1.00 |=== GeForce GTX 1060 .... 1.11 |=== GeForce GTX 1070 .... 0.89 |== GeForce GTX 1080 .... 0.89 |== GeForce GTX 1080 Ti . 0.81 |== Blender 2.78a Blend File: BMW27 - Compute: OpenCL Seconds < Lower Is Better GeForce GTX 680 ..... 343.29 |================================================= GeForce GTX 780 Ti .. 218.25 |=============================== GeForce GTX 980 ..... 217.78 |=============================== GeForce GTX 980 Ti .. 194.62 |============================ GeForce GTX 1060 .... 233.63 |================================= GeForce GTX 1070 .... 176.37 |========================= GeForce GTX 1080 .... 172.04 |========================= GeForce GTX 1080 Ti . 131.24 |=================== Blender 2.78a System Power Consumption Monitor Watts < Lower Is Better GeForce GTX 680 ..... MIN: 94 AVG: 197 MAX: 206 GeForce GTX 780 Ti .. MIN: 47 AVG: 256 MAX: 277 GeForce GTX 980 ..... MIN: 93 AVG: 181 MAX: 194 GeForce GTX 980 Ti .. MIN: 125 AVG: 216 MAX: 238 GeForce GTX 1060 .... MIN: 68 AVG: 136 MAX: 146 GeForce GTX 1070 .... MIN: 40 AVG: 162 MAX: 174 GeForce GTX 1080 .... MIN: 89 AVG: 172 MAX: 183 GeForce GTX 1080 Ti . MIN: 116 AVG: 224 MAX: 247 cl-mem 2017-01-13 Benchmark: Read GB/s > Higher Is Better GeForce GTX 680 ..... 134.87 |==================== GeForce GTX 780 Ti .. 271.90 |======================================= GeForce GTX 980 ..... 164.57 |======================== GeForce GTX 980 Ti .. 265.67 |====================================== GeForce GTX 1060 .... 153.50 |====================== GeForce GTX 1070 .... 205.33 |============================== GeForce GTX 1080 .... 228.93 |================================= GeForce GTX 1080 Ti . 338.20 |================================================= cl-mem 2017-01-13 Benchmark: Read GB/s Per Watt > Higher Is Better GeForce GTX 680 ..... 0.78 |======================== GeForce GTX 780 Ti .. 1.41 |============================================ GeForce GTX 980 ..... 1.04 |================================= GeForce GTX 980 Ti .. 1.52 |================================================ GeForce GTX 1060 .... 1.43 |============================================= GeForce GTX 1070 .... 1.63 |=================================================== GeForce GTX 1080 .... 1.43 |============================================= GeForce GTX 1080 Ti . 1.53 |================================================ cl-mem 2017-01-13 System Power Consumption Monitor Watts < Lower Is Better GeForce GTX 680 ..... MIN: 59 AVG: 172 MAX: 201 GeForce GTX 780 Ti .. MIN: 49 AVG: 193 MAX: 265 GeForce GTX 980 ..... MIN: 128 AVG: 158 MAX: 167 GeForce GTX 980 Ti .. MIN: 50 AVG: 174 MAX: 217 GeForce GTX 1060 .... MIN: 38 AVG: 107 MAX: 127 GeForce GTX 1070 .... MIN: 41 AVG: 126 MAX: 156 GeForce GTX 1080 .... MIN: 144 AVG: 160 MAX: 166 GeForce GTX 1080 Ti . MIN: 220 AVG: 220 MAX: 222 cl-mem 2017-01-13 Benchmark: Write GB/s > Higher Is Better GeForce GTX 680 ..... 143.27 |===================== GeForce GTX 780 Ti .. 250.93 |==================================== GeForce GTX 980 ..... 151.97 |====================== GeForce GTX 980 Ti .. 238.17 |=================================== GeForce GTX 1060 .... 139.50 |==================== GeForce GTX 1070 .... 191.27 |============================ GeForce GTX 1080 .... 215.07 |=============================== GeForce GTX 1080 Ti . 337.77 |================================================= cl-mem 2017-01-13 Benchmark: Write GB/s Per Watt > Higher Is Better GeForce GTX 680 ..... 0.84 |=================== GeForce GTX 780 Ti .. 1.19 |=========================== GeForce GTX 980 ..... 1.09 |========================= GeForce GTX 980 Ti .. 1.44 |================================= GeForce GTX 1060 .... 1.29 |============================== GeForce GTX 1070 .... 1.51 |=================================== GeForce GTX 1080 .... 1.58 |==================================== GeForce GTX 1080 Ti . 2.22 |=================================================== cl-mem 2017-01-13 System Power Consumption Monitor Watts < Lower Is Better GeForce GTX 680 ..... MIN: 69 AVG: 170 MAX: 202 GeForce GTX 780 Ti .. MIN: 48 AVG: 212 MAX: 271 GeForce GTX 980 ..... MIN: 44 AVG: 140 MAX: 166 GeForce GTX 980 Ti .. MIN: 52 AVG: 166 MAX: 219 GeForce GTX 1060 .... MIN: 37 AVG: 108 MAX: 127 GeForce GTX 1070 .... MIN: 42 AVG: 127 MAX: 157 GeForce GTX 1080 .... MIN: 42 AVG: 136 MAX: 165 GeForce GTX 1080 Ti . MIN: 93 AVG: 152 MAX: 191 cl-mem 2017-01-13 Benchmark: Copy GB/s > Higher Is Better GeForce GTX 680 ..... 119.40 |================== GeForce GTX 780 Ti .. 235.93 |==================================== GeForce GTX 980 ..... 142.57 |====================== GeForce GTX 980 Ti .. 216.50 |================================= GeForce GTX 1060 .... 139.03 |===================== GeForce GTX 1070 .... 186.67 |============================= GeForce GTX 1080 .... 208.97 |================================ GeForce GTX 1080 Ti . 317.20 |================================================= cl-mem 2017-01-13 Benchmark: Copy GB/s Per Watt > Higher Is Better GeForce GTX 680 ..... 0.65 |==================== GeForce GTX 780 Ti .. 1.10 |================================= GeForce GTX 980 ..... 1.08 |================================= GeForce GTX 980 Ti .. 1.20 |==================================== GeForce GTX 1060 .... 1.34 |======================================== GeForce GTX 1070 .... 1.30 |======================================= GeForce GTX 1080 .... 1.51 |============================================== GeForce GTX 1080 Ti . 1.69 |=================================================== cl-mem 2017-01-13 System Power Consumption Monitor Watts < Lower Is Better GeForce GTX 680 ..... MIN: 149 AVG: 183 MAX: 195 GeForce GTX 780 Ti .. MIN: 66 AVG: 215 MAX: 266 GeForce GTX 980 ..... MIN: 45 AVG: 132 MAX: 165 GeForce GTX 980 Ti .. MIN: 127 AVG: 180 MAX: 215 GeForce GTX 1060 .... MIN: 39 AVG: 104 MAX: 127 GeForce GTX 1070 .... MIN: 118 AVG: 144 MAX: 155 GeForce GTX 1080 .... MIN: 90 AVG: 139 MAX: 165 GeForce GTX 1080 Ti . MIN: 124 AVG: 188 MAX: 220 System Power Consumption Monitor Phoronix Test Suite System Monitoring Watts GeForce GTX 680 ..... MIN: 59 AVG: 163 MAX: 238 GeForce GTX 780 Ti .. MIN: 47 AVG: 213 MAX: 332 GeForce GTX 980 ..... MIN: 44 AVG: 156 MAX: 248 GeForce GTX 980 Ti .. MIN: 48 AVG: 189 MAX: 301 GeForce GTX 1060 .... MIN: 37 AVG: 112 MAX: 180 GeForce GTX 1070 .... MIN: 39 AVG: 135 MAX: 207 GeForce GTX 1080 .... MIN: 38 AVG: 149 MAX: 258 GeForce GTX 1080 Ti . MIN: 45 AVG: 192 MAX: 335