NVIDIA GeForce RTX Compute GeForce RTX 2060 Linux benchmarks by Michael Larabel for a future article on Phoronix. GTX 960: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: eVGA NVIDIA GeForce GTX 960 2GB (1277/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 970: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 980: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 980 4GB (1164/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 980 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1060: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1060 6GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1070: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1070 8GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1070 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1080: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1080 8GB (1607/5005MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1080 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2060: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: Device 6GB (1365/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2070: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 TITAN RTX: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA TITAN RTX 24GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 NVIDIA GPU Cloud TensorFlow 18.09 Test: ResNet-50, FP16 Images Per Second > Higher Is Better GTX 980 Ti .. 152 |================== GTX 1060 .... 116 |============== GTX 1070 .... 161 |=================== GTX 1070 Ti . 175 |===================== GTX 1080 .... 194 |======================= GTX 1080 Ti . 271 |================================ RTX 2060 .... 243 |============================= RTX 2070 .... 302 |==================================== RTX 2080 .... 329 |======================================= RTX 2080 Ti . 451 |===================================================== TITAN RTX ... 509 |============================================================ NVIDIA GPU Cloud TensorFlow 18.09 Test: ResNet-50, FP16 Images Per Second Per Watt > Higher Is Better GTX 980 Ti .. 0.67 |=============== GTX 1060 .... 0.78 |================== GTX 1070 .... 0.97 |====================== GTX 1070 Ti . 1.18 |=========================== GTX 1080 .... 1.06 |======================== GTX 1080 Ti . 1.18 |=========================== RTX 2060 .... 1.49 |================================== RTX 2070 .... 1.74 |======================================== RTX 2080 .... 1.83 |========================================== RTX 2080 Ti . 2.36 |====================================================== TITAN RTX ... 2.56 |=========================================================== NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better GTX 980 Ti .. MIN: 80 AVG: 228 MAX: 305 GTX 1060 .... MIN: 60 AVG: 149 MAX: 183 GTX 1070 .... MIN: 73 AVG: 165 MAX: 215 GTX 1070 Ti . MIN: 77 AVG: 149 MAX: 193 GTX 1080 .... MIN: 73 AVG: 183 MAX: 247 GTX 1080 Ti . MIN: 97 AVG: 229 MAX: 320 RTX 2060 .... MIN: 52 AVG: 163 MAX: 226 RTX 2070 .... MIN: 72 AVG: 174 MAX: 253 RTX 2080 .... MIN: 48 AVG: 180 MAX: 287 RTX 2080 Ti . MIN: 75 AVG: 191 MAX: 342 TITAN RTX ... MIN: 48 AVG: 199 MAX: 354 NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP16 Images Per Second > Higher Is Better GTX 980 Ti .. 1552 |================== GTX 1060 .... 1099 |============= GTX 1070 .... 1546 |================== GTX 1070 Ti . 1680 |==================== GTX 1080 .... 1854 |====================== GTX 1080 Ti . 2662 |=============================== RTX 2060 .... 2219 |========================== RTX 2070 .... 2701 |================================ RTX 2080 .... 3137 |===================================== RTX 2080 Ti . 4425 |==================================================== TITAN RTX ... 5027 |=========================================================== NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP16 Images Per Second Per Watt > Higher Is Better GTX 980 Ti .. 6.57 |================ GTX 1060 .... 7.83 |=================== GTX 1070 .... 10.07 |======================== GTX 1070 Ti . 11.87 |============================ GTX 1080 .... 10.36 |========================= GTX 1080 Ti . 12.24 |============================= RTX 2060 .... 13.80 |================================= RTX 2070 .... 16.25 |======================================= RTX 2080 .... 16.47 |======================================= RTX 2080 Ti . 21.10 |================================================== TITAN RTX ... 24.25 |========================================================== NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better GTX 980 Ti .. MIN: 121 AVG: 236 MAX: 314 GTX 1060 .... MIN: 88 AVG: 140 MAX: 173 GTX 1070 .... MIN: 45 AVG: 153 MAX: 195 GTX 1070 Ti . MIN: 49 AVG: 142 MAX: 197 GTX 1080 .... MIN: 46 AVG: 179 MAX: 242 GTX 1080 Ti . MIN: 65 AVG: 217 MAX: 310 RTX 2060 .... MIN: 60 AVG: 161 MAX: 211 RTX 2070 .... MIN: 47 AVG: 166 MAX: 237 RTX 2080 .... MIN: 52 AVG: 190 MAX: 278 RTX 2080 Ti . MIN: 50 AVG: 210 MAX: 337 TITAN RTX ... MIN: 51 AVG: 207 MAX: 354 NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP32 Images Per Second > Higher Is Better GTX 980 Ti .. 1494 |========================= GTX 1060 .... 1063 |================== GTX 1070 .... 1506 |========================= GTX 1070 Ti . 1588 |========================== GTX 1080 .... 1758 |============================= GTX 1080 Ti . 2529 |========================================== RTX 2060 .... 1689 |============================ RTX 2070 .... 2089 |================================== RTX 2080 .... 2378 |======================================= RTX 2080 Ti . 3351 |======================================================= TITAN RTX ... 3577 |=========================================================== NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP32 Images Per Second Per Watt > Higher Is Better GTX 980 Ti .. 6.54 |========================== GTX 1060 .... 7.73 |=============================== GTX 1070 .... 9.82 |======================================= GTX 1070 Ti . 11.09 |============================================ GTX 1080 .... 9.81 |======================================= GTX 1080 Ti . 11.61 |============================================== RTX 2060 .... 10.03 |======================================== RTX 2070 .... 11.39 |============================================= RTX 2080 .... 12.21 |================================================ RTX 2080 Ti . 14.35 |========================================================= TITAN RTX ... 14.63 |========================================================== NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better GTX 980 Ti .. MIN: 129 AVG: 229 MAX: 295 GTX 1060 .... MIN: 72 AVG: 138 MAX: 176 GTX 1070 .... MIN: 89 AVG: 153 MAX: 195 GTX 1070 Ti . MIN: 48 AVG: 143 MAX: 191 GTX 1080 .... MIN: 94 AVG: 179 MAX: 229 GTX 1080 Ti . MIN: 128 AVG: 218 MAX: 307 RTX 2060 .... MIN: 46 AVG: 168 MAX: 224 RTX 2070 .... MIN: 47 AVG: 183 MAX: 246 RTX 2080 .... MIN: 55 AVG: 195 MAX: 285 RTX 2080 Ti . MIN: 49 AVG: 233 MAX: 347 TITAN RTX ... MIN: 51 AVG: 245 MAX: 358 NVIDIA GPU Cloud TensorFlow 18.09 Test: Googlenet, FP16 Images Per Second > Higher Is Better GTX 980 Ti .. 356 |=================== GTX 1060 .... 262 |============== GTX 1070 .... 375 |==================== GTX 1070 Ti . 413 |===================== GTX 1080 .... 455 |======================== GTX 1080 Ti . 629 |================================= RTX 2060 .... 531 |============================ RTX 2070 .... 636 |================================= RTX 2080 .... 732 |====================================== RTX 2080 Ti . 1016 |===================================================== TITAN RTX ... 1134 |=========================================================== NVIDIA GPU Cloud TensorFlow 18.09 Test: Googlenet, FP16 Images Per Second Per Watt > Higher Is Better GTX 980 Ti .. 1.40 |=================== GTX 1060 .... 1.61 |====================== GTX 1070 .... 2.01 |============================ GTX 1070 Ti . 2.51 |=================================== GTX 1080 .... 2.25 |=============================== GTX 1080 Ti . 2.57 |==================================== RTX 2060 .... 2.66 |===================================== RTX 2070 .... 3.02 |========================================== RTX 2080 .... 3.23 |============================================= RTX 2080 Ti . 4.06 |======================================================== TITAN RTX ... 4.26 |=========================================================== NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better GTX 980 Ti .. MIN: 85 AVG: 255 MAX: 305 GTX 1060 .... MIN: 69 AVG: 163 MAX: 182 GTX 1070 .... MIN: 89 AVG: 187 MAX: 214 GTX 1070 Ti . MIN: 47 AVG: 164 MAX: 191 GTX 1080 .... MIN: 46 AVG: 202 MAX: 247 GTX 1080 Ti . MIN: 55 AVG: 245 MAX: 320 RTX 2060 .... MIN: 52 AVG: 199 MAX: 226 RTX 2070 .... MIN: 46 AVG: 211 MAX: 248 RTX 2080 .... MIN: 51 AVG: 227 MAX: 286 RTX 2080 Ti . MIN: 49 AVG: 250 MAX: 346 TITAN RTX ... MIN: 51 AVG: 266 MAX: 362 NVIDIA GPU Cloud TensorFlow 18.09 Test: Inception v4, FP16 Images Per Second > Higher Is Better GTX 980 Ti .. 40.40 |=============== GTX 1060 .... 32.13 |============ GTX 1070 .... 44.73 |================= GTX 1070 Ti . 49.27 |================== GTX 1080 .... 54.60 |==================== GTX 1080 Ti . 74.30 |============================ RTX 2060 .... 75.87 |============================ RTX 2070 .... 89.43 |================================== RTX 2080 .... 102.03 |====================================== RTX 2080 Ti . 136.00 |=================================================== TITAN RTX ... 152.00 |========================================================= NVIDIA GPU Cloud TensorFlow 18.09 Test: Inception v4, FP16 Images Per Second Per Watt > Higher Is Better GTX 980 Ti .. 0.18 |============= GTX 1060 .... 0.22 |================ GTX 1070 .... 0.27 |=================== GTX 1070 Ti . 0.34 |======================== GTX 1080 .... 0.29 |===================== GTX 1080 Ti . 0.37 |========================== RTX 2060 .... 0.50 |==================================== RTX 2070 .... 0.57 |========================================= RTX 2080 .... 0.61 |=========================================== RTX 2080 Ti . 0.68 |================================================ TITAN RTX ... 0.83 |=========================================================== NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better GTX 980 Ti .. MIN: 80 AVG: 224 MAX: 314 GTX 1060 .... MIN: 57 AVG: 145 MAX: 186 GTX 1070 .... MIN: 72 AVG: 164 MAX: 214 GTX 1070 Ti . MIN: 47 AVG: 146 MAX: 187 GTX 1080 .... MIN: 72 AVG: 186 MAX: 251 GTX 1080 Ti . MIN: 55 AVG: 202 MAX: 322 RTX 2060 .... MIN: 47 AVG: 150 MAX: 222 RTX 2070 .... MIN: 45 AVG: 158 MAX: 244 RTX 2080 .... MIN: 48 AVG: 168 MAX: 286 RTX 2080 Ti . MIN: 51 AVG: 200 MAX: 342 TITAN RTX ... MIN: 53 AVG: 184 MAX: 352 NVIDIA GPU Cloud TensorFlow 18.09 Test: VGG-16, FP16 Images Per Second > Higher Is Better GTX 980 Ti .. 77.03 |================== GTX 1060 .... 55.63 |============= GTX 1070 .... 76.97 |================== GTX 1070 Ti . 84.50 |==================== GTX 1080 .... 92.40 |====================== GTX 1080 Ti . 131.00 |=============================== RTX 2060 .... 110.17 |========================== RTX 2070 .... 137.00 |================================ RTX 2080 .... 151.70 |=================================== RTX 2080 Ti . 207.00 |================================================ TITAN RTX ... 244.00 |========================================================= NVIDIA GPU Cloud TensorFlow 18.09 Test: VGG-16, FP16 Images Per Second Per Watt > Higher Is Better GTX 980 Ti .. 0.30 |================== GTX 1060 .... 0.36 |====================== GTX 1070 .... 0.45 |============================ GTX 1070 Ti . 0.53 |================================= GTX 1080 .... 0.47 |============================= GTX 1080 Ti . 0.56 |================================== RTX 2060 .... 0.60 |===================================== RTX 2070 .... 0.73 |============================================= RTX 2080 .... 0.70 |=========================================== RTX 2080 Ti . 0.83 |=================================================== TITAN RTX ... 0.96 |=========================================================== NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better GTX 980 Ti .. MIN: 89 AVG: 255 MAX: 323 GTX 1060 .... MIN: 64 AVG: 154 MAX: 188 GTX 1070 .... MIN: 92 AVG: 173 MAX: 206 GTX 1070 Ti . MIN: 47 AVG: 158 MAX: 192 GTX 1080 .... MIN: 90 AVG: 197 MAX: 243 GTX 1080 Ti . MIN: 53 AVG: 234 MAX: 310 RTX 2060 .... MIN: 47 AVG: 185 MAX: 229 RTX 2070 .... MIN: 45 AVG: 187 MAX: 249 RTX 2080 .... MIN: 49 AVG: 216 MAX: 276 RTX 2080 Ti . MIN: 65 AVG: 250 MAX: 342 TITAN RTX ... MIN: 85 AVG: 254 MAX: 358 OctaneBench 4.00 Total Score Score > Higher Is Better GTX 970 ..... 96.18 |================= GTX 980 ..... 110.44 |==================== GTX 980 Ti .. 141.94 |========================= GTX 1060 .... 91.82 |================ GTX 1070 .... 132.27 |======================== GTX 1070 Ti . 141.90 |========================= GTX 1080 .... 147.08 |========================== GTX 1080 Ti . 209.00 |===================================== RTX 2060 .... 162.49 |============================= RTX 2070 .... 205.00 |===================================== RTX 2080 .... 217.63 |======================================= RTX 2080 Ti . 305.00 |====================================================== TITAN RTX ... 320.00 |========================================================= OctaneBench 4.00 Total Score Score Per Watt > Higher Is Better GTX 970 ..... 0.61 |================================ GTX 980 ..... 0.64 |================================= GTX 980 Ti .. 0.67 |=================================== GTX 1060 .... 0.79 |========================================= GTX 1070 .... 0.87 |============================================= GTX 1070 Ti . 1.13 |=========================================================== GTX 1080 .... 0.92 |================================================ GTX 1080 Ti . 0.92 |================================================ RTX 2060 .... 0.90 |=============================================== RTX 2070 .... 0.98 |=================================================== RTX 2080 .... 0.94 |================================================= RTX 2080 Ti . 0.99 |==================================================== TITAN RTX ... 1.01 |===================================================== OctaneBench 4.00 System Power Consumption Monitor Watts < Lower Is Better GTX 970 ..... MIN: 85 AVG: 156 MAX: 187 GTX 980 ..... MIN: 90 AVG: 173 MAX: 196 GTX 980 Ti .. MIN: 55 AVG: 212 MAX: 234 GTX 1060 .... MIN: 41 AVG: 116 MAX: 129 GTX 1070 .... MIN: 43 AVG: 152 MAX: 172 GTX 1070 Ti . MIN: 47 AVG: 126 MAX: 147 GTX 1080 .... MIN: 46 AVG: 161 MAX: 179 GTX 1080 Ti . MIN: 122 AVG: 226 MAX: 251 RTX 2060 .... MIN: 48 AVG: 181 MAX: 206 RTX 2070 .... MIN: 46 AVG: 209 MAX: 231 RTX 2080 .... MIN: 48 AVG: 231 MAX: 270 RTX 2080 Ti . MIN: 51 AVG: 309 MAX: 335 TITAN RTX ... MIN: 65 AVG: 318 MAX: 353 NAMD CUDA 2.13 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better GTX 960 ..... 0.51207 |======================================================== GTX 970 ..... 0.36490 |======================================== GTX 980 ..... 0.33087 |==================================== GTX 980 Ti .. 0.28720 |=============================== GTX 1060 .... 0.31903 |=================================== GTX 1070 .... 0.24297 |=========================== GTX 1070 Ti . 0.22392 |======================== GTX 1080 .... 0.21430 |======================= GTX 1080 Ti . 0.20436 |====================== RTX 2060 .... 0.20742 |======================= RTX 2070 .... 0.19706 |====================== RTX 2080 .... 0.20213 |====================== RTX 2080 Ti . 0.19129 |===================== TITAN RTX ... 0.19135 |===================== NAMD CUDA 2.13 System Power Consumption Monitor Watts < Lower Is Better GTX 960 ..... MIN: 43 AVG: 226 MAX: 265 GTX 970 ..... MIN: 50 AVG: 243 MAX: 306 GTX 980 ..... MIN: 51 AVG: 267 MAX: 319 GTX 980 Ti .. MIN: 53 AVG: 295 MAX: 363 GTX 1060 .... MIN: 121 AVG: 230 MAX: 265 GTX 1070 .... MIN: 61 AVG: 229 MAX: 280 GTX 1070 Ti . MIN: 47 AVG: 210 MAX: 256 GTX 1080 .... MIN: 46 AVG: 224 MAX: 316 GTX 1080 Ti . MIN: 52 AVG: 287 MAX: 380 RTX 2060 .... MIN: 49 AVG: 234 MAX: 304 RTX 2070 .... MIN: 48 AVG: 237 MAX: 317 RTX 2080 .... MIN: 57 AVG: 256 MAX: 338 RTX 2080 Ti . MIN: 51 AVG: 265 MAX: 375 TITAN RTX ... MIN: 53 AVG: 267 MAX: 364 Mixbench 2016-06-06 Benchmark: Single Precision GFLOPS > Higher Is Better GTX 960 ..... 2768 |========= GTX 970 ..... 4140 |============== GTX 980 ..... 4653 |================ GTX 980 Ti .. 5835 |==================== GTX 1060 .... 4362 |=============== GTX 1070 .... 6406 |====================== GTX 1070 Ti . 7025 |======================== GTX 1080 .... 8502 |============================= GTX 1080 Ti . 11481 |======================================= RTX 2060 .... 7211 |========================= RTX 2070 .... 8277 |============================ RTX 2080 .... 10690 |===================================== RTX 2080 Ti . 16048 |======================================================= TITAN RTX ... 16911 |========================================================== FAHBench 2.3.2 Ns Per Day > Higher Is Better GTX 960 ..... 60.95 |============ GTX 970 ..... 90.17 |================= GTX 980 ..... 101.11 |==================== GTX 980 Ti .. 113.99 |====================== GTX 1060 .... 103.00 |==================== GTX 1070 .... 138.99 |=========================== GTX 1070 Ti . 138.77 |=========================== GTX 1080 .... 154.42 |============================== GTX 1080 Ti . 197.00 |====================================== RTX 2060 .... 177.38 |================================== RTX 2070 .... 201.00 |======================================= RTX 2080 .... 233.08 |============================================= RTX 2080 Ti . 294.00 |========================================================= TITAN RTX ... 293.00 |========================================================= FAHBench 2.3.2 Ns Per Day Per Watt > Higher Is Better GTX 960 ..... 0.49 |===================== GTX 970 ..... 0.62 |========================== GTX 980 ..... 0.64 |=========================== GTX 980 Ti .. 0.61 |========================== GTX 1060 .... 0.83 |=================================== GTX 1070 .... 0.98 |========================================= GTX 1070 Ti . 1.10 |============================================== GTX 1080 .... 1.00 |========================================== GTX 1080 Ti . 1.05 |============================================ RTX 2060 .... 1.16 |================================================= RTX 2070 .... 1.21 |=================================================== RTX 2080 .... 1.29 |====================================================== RTX 2080 Ti . 1.41 |=========================================================== TITAN RTX ... 1.36 |========================================================= FAHBench 2.3.2 System Power Consumption Monitor Watts < Lower Is Better GTX 960 ..... MIN: 68 AVG: 124 MAX: 158 GTX 970 ..... MIN: 52 AVG: 145 MAX: 189 GTX 980 ..... MIN: 51 AVG: 157 MAX: 210 GTX 980 Ti .. MIN: 80 AVG: 188 MAX: 238 GTX 1060 .... MIN: 66 AVG: 123 MAX: 154 GTX 1070 .... MIN: 68 AVG: 142 MAX: 197 GTX 1070 Ti . MIN: 47 AVG: 127 MAX: 151 GTX 1080 .... MIN: 70 AVG: 155 MAX: 205 GTX 1080 Ti . MIN: 76 AVG: 188 MAX: 260 RTX 2060 .... MIN: 47 AVG: 153 MAX: 211 RTX 2070 .... MIN: 47 AVG: 166 MAX: 225 RTX 2080 .... MIN: 48 AVG: 181 MAX: 251 RTX 2080 Ti . MIN: 50 AVG: 209 MAX: 318 TITAN RTX ... MIN: 71 AVG: 216 MAX: 314 clpeak OpenCL Test: Global Memory Bandwidth GBPS > Higher Is Better GTX 960 ..... 82.18 |========= GTX 970 ..... 143.41 |=============== GTX 980 ..... 163.92 |================== GTX 980 Ti .. 262.83 |============================ GTX 1060 .... 147.00 |================ GTX 1070 .... 195.19 |===================== GTX 1070 Ti . 197.25 |===================== GTX 1080 .... 222.38 |======================== GTX 1080 Ti . 327.00 |=================================== RTX 2060 .... 276.28 |============================== RTX 2070 .... 368.00 |======================================== RTX 2080 .... 368.10 |======================================== RTX 2080 Ti . 506.00 |======================================================= TITAN RTX ... 528.00 |========================================================= clpeak OpenCL Test: Single-Precision Float GFLOPS > Higher Is Better GTX 960 ..... 2640 |========= GTX 970 ..... 3904 |============== GTX 980 ..... 4460 |================ GTX 980 Ti .. 5570 |==================== GTX 1060 .... 4212 |=============== GTX 1070 .... 6229 |====================== GTX 1070 Ti . 6776 |======================== GTX 1080 .... 8213 |============================= GTX 1080 Ti . 11630 |========================================== RTX 2060 .... 6673 |======================== RTX 2070 .... 8025 |============================= RTX 2080 .... 10368 |===================================== RTX 2080 Ti . 15802 |======================================================== TITAN RTX ... 16248 |========================================================== LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR Score > Higher Is Better GTX 960 ..... 6730 |======== GTX 970 ..... 11711 |=============== GTX 980 ..... 13198 |================ GTX 980 Ti .. 16772 |===================== GTX 1060 .... 12241 |=============== GTX 1070 .... 17060 |===================== GTX 1070 Ti . 16886 |===================== GTX 1080 .... 13751 |================= GTX 1080 Ti . 21491 |=========================== RTX 2060 .... 21303 |=========================== RTX 2070 .... 29922 |===================================== RTX 2080 .... 29149 |==================================== RTX 2080 Ti . 42442 |===================================================== TITAN RTX ... 46617 |========================================================== LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR Score Per Watt > Higher Is Better GTX 960 ..... 48.44 |==================== GTX 970 ..... 65.46 |=========================== GTX 980 ..... 68.19 |============================ GTX 980 Ti .. 72.02 |============================== GTX 1060 .... 86.63 |==================================== GTX 1070 .... 95.44 |======================================= GTX 1070 Ti . 114.48 |=============================================== GTX 1080 .... 79.49 |================================= GTX 1080 Ti . 89.67 |===================================== RTX 2060 .... 110.36 |============================================= RTX 2070 .... 132.00 |====================================================== RTX 2080 .... 119.28 |================================================= RTX 2080 Ti . 132.00 |====================================================== TITAN RTX ... 139.00 |========================================================= LuxMark 3.1 System Power Consumption Monitor Watts < Lower Is Better GTX 960 ..... MIN: 76 AVG: 139 MAX: 141 GTX 970 ..... MIN: 90 AVG: 179 MAX: 182 GTX 980 ..... MIN: 98 AVG: 194 MAX: 204 GTX 980 Ti .. MIN: 135 AVG: 233 MAX: 241 GTX 1060 .... MIN: 70 AVG: 141 MAX: 145 GTX 1070 .... MIN: 85 AVG: 179 MAX: 185 GTX 1070 Ti . MIN: 63 AVG: 148 MAX: 149 GTX 1080 .... MIN: 91 AVG: 173 MAX: 180 GTX 1080 Ti . MIN: 124 AVG: 240 MAX: 247 RTX 2060 .... MIN: 47 AVG: 193 MAX: 197 RTX 2070 .... MIN: 55 AVG: 227 MAX: 234 RTX 2080 .... MIN: 48 AVG: 244 MAX: 254 RTX 2080 Ti . MIN: 99 AVG: 322 MAX: 335 TITAN RTX ... MIN: 50 AVG: 336 MAX: 344 LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone Score > Higher Is Better GTX 960 ..... 4259 |======== GTX 970 ..... 7827 |=============== GTX 980 ..... 8674 |================ GTX 980 Ti .. 11021 |===================== GTX 1060 .... 6964 |============= GTX 1070 .... 9974 |=================== GTX 1070 Ti . 10272 |==================== GTX 1080 .... 8679 |================ GTX 1080 Ti . 13523 |========================== RTX 2060 .... 13743 |========================== RTX 2070 .... 18307 |=================================== RTX 2080 .... 19595 |===================================== RTX 2080 Ti . 28502 |====================================================== TITAN RTX ... 30532 |========================================================== LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone Score Per Watt > Higher Is Better GTX 960 ..... 31.58 |==================== GTX 970 ..... 44.43 |============================ GTX 980 ..... 46.29 |============================= GTX 980 Ti .. 47.07 |============================== GTX 1060 .... 51.94 |================================= GTX 1070 .... 59.77 |====================================== GTX 1070 Ti . 72.59 |============================================== GTX 1080 .... 51.08 |================================ GTX 1080 Ti . 58.73 |===================================== RTX 2060 .... 73.39 |=============================================== RTX 2070 .... 83.04 |===================================================== RTX 2080 .... 79.61 |================================================== RTX 2080 Ti . 88.72 |======================================================== TITAN RTX ... 91.45 |========================================================== LuxMark 3.1 System Power Consumption Monitor Watts < Lower Is Better GTX 960 ..... MIN: 45 AVG: 135 MAX: 138 GTX 970 ..... MIN: 49 AVG: 176 MAX: 180 GTX 980 ..... MIN: 50 AVG: 187 MAX: 193 GTX 980 Ti .. MIN: 145 AVG: 234 MAX: 246 GTX 1060 .... MIN: 41 AVG: 134 MAX: 138 GTX 1070 .... MIN: 46 AVG: 167 MAX: 172 GTX 1070 Ti . MIN: 47 AVG: 142 MAX: 144 GTX 1080 .... MIN: 45 AVG: 170 MAX: 173 GTX 1080 Ti . MIN: 55 AVG: 230 MAX: 239 RTX 2060 .... MIN: 49 AVG: 187 MAX: 200 RTX 2070 .... MIN: 46 AVG: 220 MAX: 224 RTX 2080 .... MIN: 118 AVG: 246 MAX: 252 RTX 2080 Ti . MIN: 105 AVG: 321 MAX: 330 TITAN RTX ... MIN: 138 AVG: 334 MAX: 347 LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel Score > Higher Is Better GTX 960 ..... 1662 |========== GTX 970 ..... 2718 |================ GTX 980 ..... 3020 |================== GTX 980 Ti .. 3871 |======================= GTX 1060 .... 2662 |================ GTX 1070 .... 3874 |======================= GTX 1070 Ti . 4166 |========================= GTX 1080 .... 3806 |======================= GTX 1080 Ti . 5592 |================================== RTX 2060 .... 4760 |============================= RTX 2070 .... 6254 |====================================== RTX 2080 .... 6559 |======================================= RTX 2080 Ti . 9202 |======================================================= TITAN RTX ... 9805 |=========================================================== LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel Score Per Watt > Higher Is Better GTX 960 ..... 10.84 |======================= GTX 970 ..... 13.88 |============================= GTX 980 ..... 14.23 |============================== GTX 980 Ti .. 15.23 |================================ GTX 1060 .... 17.52 |==================================== GTX 1070 .... 19.99 |========================================== GTX 1070 Ti . 26.29 |======================================================= GTX 1080 .... 19.13 |======================================== GTX 1080 Ti . 20.41 |========================================== RTX 2060 .... 22.90 |================================================ RTX 2070 .... 26.27 |======================================================= RTX 2080 .... 25.13 |==================================================== RTX 2080 Ti . 27.47 |========================================================= TITAN RTX ... 27.90 |========================================================== LuxMark 3.1 System Power Consumption Monitor Watts < Lower Is Better GTX 960 ..... MIN: 44 AVG: 153 MAX: 165 GTX 970 ..... MIN: 49 AVG: 196 MAX: 202 GTX 980 ..... MIN: 50 AVG: 212 MAX: 219 GTX 980 Ti .. MIN: 54 AVG: 254 MAX: 263 GTX 1060 .... MIN: 58 AVG: 152 MAX: 155 GTX 1070 .... MIN: 46 AVG: 194 MAX: 201 GTX 1070 Ti . MIN: 47 AVG: 158 MAX: 162 GTX 1080 .... MIN: 46 AVG: 199 MAX: 205 GTX 1080 Ti . MIN: 70 AVG: 274 MAX: 281 RTX 2060 .... MIN: 48 AVG: 208 MAX: 215 RTX 2070 .... MIN: 99 AVG: 238 MAX: 244 RTX 2080 .... MIN: 104 AVG: 261 MAX: 275 RTX 2080 Ti . MIN: 51 AVG: 335 MAX: 346 TITAN RTX ... MIN: 100 AVG: 351 MAX: 361 Chaos Group V-RAY 1.1.0 Mode: CUDA GPU Seconds < Lower Is Better GTX 970 ..... 124.71 |======================================================= GTX 980 ..... 111.46 |================================================= GTX 980 Ti .. 84.86 |===================================== GTX 1060 .... 129.19 |========================================================= GTX 1070 .... 91.13 |======================================== GTX 1070 Ti . 86.39 |====================================== GTX 1080 .... 100.00 |============================================ GTX 1080 Ti . 69.95 |=============================== RTX 2060 .... 93.85 |========================================= RTX 2070 .... 65.90 |============================= RTX 2080 .... 72.71 |================================ RTX 2080 Ti . 53.11 |======================= TITAN RTX ... 50.19 |====================== Chaos Group V-RAY 1.1.0 System Power Consumption Monitor Watts < Lower Is Better GTX 970 ..... MIN: 49 AVG: 156 MAX: 167 GTX 980 ..... MIN: 50 AVG: 170 MAX: 179 GTX 980 Ti .. MIN: 55 AVG: 215 MAX: 232 GTX 1060 .... MIN: 41 AVG: 121 MAX: 125 GTX 1070 .... MIN: 47 AVG: 155 MAX: 164 GTX 1070 Ti . MIN: 47 AVG: 131 MAX: 137 GTX 1080 .... MIN: 47 AVG: 157 MAX: 163 GTX 1080 Ti . MIN: 54 AVG: 215 MAX: 233 RTX 2060 .... MIN: 49 AVG: 159 MAX: 168 RTX 2070 .... MIN: 46 AVG: 192 MAX: 200 RTX 2080 .... MIN: 52 AVG: 191 MAX: 204 RTX 2080 Ti . MIN: 52 AVG: 254 MAX: 280 TITAN RTX ... MIN: 98 AVG: 247 MAX: 277 GPU Temperature Monitor Phoronix Test Suite System Monitoring Celsius GTX 960 ..... MIN: 50.0 AVG: 64.1 MAX: 73.0 GTX 970 ..... MIN: 37.0 AVG: 54.1 MAX: 62.0 GTX 980 ..... MIN: 53.0 AVG: 73.3 MAX: 80.0 GTX 980 Ti .. MIN: 39.0 AVG: 74.6 MAX: 84.0 GTX 1060 .... MIN: 28.0 AVG: 56.5 MAX: 68.0 GTX 1070 .... MIN: 48.0 AVG: 65.2 MAX: 76.0 GTX 1070 Ti . MIN: 37.0 AVG: 48.4 MAX: 56.0 GTX 1080 .... MIN: 32.0 AVG: 65.2 MAX: 78.0 GTX 1080 Ti . MIN: 35.0 AVG: 70.0 MAX: 81.0 RTX 2060 .... MIN: 40.0 AVG: 60.2 MAX: 71.0 RTX 2070 .... MIN: 36.0 AVG: 61.6 MAX: 75.0 RTX 2080 .... MIN: 46.0 AVG: 70.7 MAX: 83.0 RTX 2080 Ti . MIN: 48.0 AVG: 65.8 MAX: 77.0 TITAN RTX ... MIN: 37.0 AVG: 67.0 MAX: 79.0 System Power Consumption Monitor Phoronix Test Suite System Monitoring Watts GTX 960 ..... MIN: 43 AVG: 136 MAX: 265 GTX 970 ..... MIN: 49 AVG: 166 MAX: 306 GTX 980 ..... MIN: 50 AVG: 181 MAX: 320 GTX 980 Ti .. MIN: 52 AVG: 211 MAX: 363 GTX 1060 .... MIN: 41 AVG: 130 MAX: 265 GTX 1070 .... MIN: 43 AVG: 158 MAX: 280 GTX 1070 Ti . MIN: 47 AVG: 137 MAX: 256 GTX 1080 .... MIN: 45 AVG: 168 MAX: 316 GTX 1080 Ti . MIN: 52 AVG: 222 MAX: 380 RTX 2060 .... MIN: 46 AVG: 164 MAX: 304 RTX 2070 .... MIN: 44 AVG: 183 MAX: 317 RTX 2080 .... MIN: 46 AVG: 198 MAX: 338 RTX 2080 Ti . MIN: 49 AVG: 259 MAX: 375 TITAN RTX ... MIN: 48 AVG: 268 MAX: 370