GPU Compute AMD Ryzen 9 3950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS) and NVIDIA GeForce GTX 1060 6GB on Ubuntu 20.04 via the Phoronix Test Suite. TITAN RTX: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA TITAN RTX 24GB (420/405MHz), Audio: NVIDIA TU102 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-45-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228, Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1070 Ti: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz), Audio: NVIDIA GP104 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-45-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228, Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 970: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz), Audio: NVIDIA GM204 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-45-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228, Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1660 SUPER: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz), Audio: NVIDIA TU116 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-45-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228, Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 980: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce GTX 980 4GB (1126/3505MHz), Audio: NVIDIA GM204 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-45-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228, Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1070: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce GTX 1070 8GB (1506/4006MHz), Audio: NVIDIA GP104 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-45-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228, Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1080: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce GTX 1080 8GB (1607/5005MHz), Audio: NVIDIA GP104 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-45-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228, Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 980 Ti: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz), Audio: NVIDIA GM200 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-45-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228, Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080 Ti: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: NVIDIA TU102 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-45-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228, Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1060: Processor: AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (1302 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600, Graphics: NVIDIA GeForce GTX 1060 6GB (1506/4006MHz), Audio: NVIDIA GP106 HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228, Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 11.0, File-System: ext4, Screen Resolution: 3840x2160 FAHBench 2.3.2 Ns Per Day > Higher Is Better TITAN RTX ...... 292.16 |====================================================== GTX 1070 Ti .... 137.14 |========================= GTX 970 ........ 90.85 |================= GTX 1660 SUPER . 135.61 |========================= GTX 980 ........ 102.37 |=================== GTX 1070 ....... 139.50 |========================== GTX 1080 ....... 151.57 |============================ GTX 980 Ti ..... 115.78 |===================== RTX 2080 Ti .... 290.72 |====================================================== GTX 1060 ....... 102.27 |=================== FAHBench 2.3.2 Ns Per Day Per Watt > Higher Is Better TITAN RTX ...... 1.92 |====================================================== GTX 970 ........ 1.00 |============================ GTX 1660 SUPER . 1.77 |================================================== GTX 980 ........ 1.00 |============================ GTX 1070 ....... 1.65 |============================================== GTX 1080 ....... 1.65 |============================================== GTX 980 Ti ..... 0.93 |========================== RTX 2080 Ti .... 2.00 |======================================================== GTX 1060 ....... 1.61 |============================================= FAHBench 2.3.2 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24 AVG: 152 MAX: 227 GTX 970 ........ MIN: 18 AVG: 91 MAX: 126 GTX 1660 SUPER . MIN: 11 AVG: 77 MAX: 111 GTX 980 ........ MIN: 15 AVG: 102 MAX: 145 GTX 1070 ....... MIN: 7 AVG: 84 MAX: 125 GTX 1080 ....... MIN: 6 AVG: 92 MAX: 137 GTX 980 Ti ..... MIN: 15 AVG: 125 MAX: 168 RTX 2080 Ti .... MIN: 6 AVG: 145 MAX: 223 GTX 1060 ....... MIN: 23 AVG: 64 MAX: 95 FAHBench 2.3.2 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 35.0 AVG: 53.7 MAX: 68.0 GTX 1070 Ti .... MIN: 32.0 AVG: 43.0 MAX: 48.0 GTX 970 ........ MIN: 33.0 AVG: 47.5 MAX: 58.0 GTX 1660 SUPER . MIN: 33.0 AVG: 53.7 MAX: 64.0 GTX 980 ........ MIN: 31.0 AVG: 55.9 MAX: 71.0 GTX 1070 ....... MIN: 29.0 AVG: 51.6 MAX: 66.0 GTX 1080 ....... MIN: 28.0 AVG: 52.7 MAX: 67.0 GTX 980 Ti ..... MIN: 30.0 AVG: 60.7 MAX: 76.0 RTX 2080 Ti .... MIN: 29.0 AVG: 49.8 MAX: 65.0 GTX 1060 ....... MIN: 33.0 AVG: 48.1 MAX: 59.0 GROMACS 2020.3 Water Benchmark Ns Per Day > Higher Is Better TITAN RTX ...... 7.117 |======================================================= GTX 1070 Ti .... 4.259 |================================= GTX 970 ........ 2.995 |======================= GTX 1660 SUPER . 4.629 |==================================== GTX 980 ........ 3.271 |========================= GTX 1070 ....... 4.052 |=============================== GTX 1080 ....... 4.634 |==================================== GTX 980 Ti ..... 3.857 |============================== RTX 2080 Ti .... 7.136 |======================================================= GTX 1060 ....... 3.181 |========================= GROMACS 2020.3 Water Benchmark Ns Per Day Per Watt > Higher Is Better TITAN RTX ...... 0.04 |============================================= GTX 970 ........ 0.02 |====================== GTX 1660 SUPER . 0.05 |======================================================== GTX 980 ........ 0.02 |====================== GTX 1070 ....... 0.03 |================================== GTX 1080 ....... 0.03 |================================== GTX 980 Ti ..... 0.02 |====================== RTX 2080 Ti .... 0.04 |============================================= GTX 1060 ....... 0.03 |================================== GROMACS 2020.3 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 28 AVG: 184 MAX: 253 GTX 970 ........ MIN: 16 AVG: 134 MAX: 151 GTX 1660 SUPER . MIN: 13 AVG: 99 MAX: 118 GTX 980 ........ MIN: 16 AVG: 146 MAX: 168 GTX 1070 ....... MIN: 9 AVG: 128 MAX: 160 GTX 1080 ....... MIN: 9 AVG: 143 MAX: 189 GTX 980 Ti ..... MIN: 17 AVG: 173 MAX: 200 RTX 2080 Ti .... MIN: 8 AVG: 177 MAX: 246 GTX 1060 ....... MIN: 7 AVG: 101 MAX: 119 GROMACS 2020.3 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 56 AVG: 66 MAX: 70 GTX 1070 Ti .... MIN: 41 AVG: 50 MAX: 52 GTX 970 ........ MIN: 42 AVG: 63 MAX: 66 GTX 1660 SUPER . MIN: 44 AVG: 62 MAX: 66 GTX 980 ........ MIN: 58 AVG: 78 MAX: 80 GTX 1070 ....... MIN: 55 AVG: 70 MAX: 73 GTX 1080 ....... MIN: 56 AVG: 71 MAX: 75 GTX 980 Ti ..... MIN: 65 AVG: 80 MAX: 82 RTX 2080 Ti .... MIN: 53 AVG: 65 MAX: 70 GTX 1060 ....... MIN: 47 AVG: 63 MAX: 66 NAMD CUDA 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better TITAN RTX ...... 0.19195 |============================ GTX 1070 Ti .... 0.22300 |================================= GTX 970 ........ 0.36071 |===================================================== GTX 1660 SUPER . 0.23177 |================================== GTX 980 ........ 0.33566 |================================================= GTX 1070 ....... 0.24022 |=================================== GTX 1080 ....... 0.22426 |================================= GTX 980 Ti ..... 0.29138 |=========================================== RTX 2080 Ti .... 0.19082 |============================ GTX 1060 ....... 0.30957 |============================================= NAMD CUDA 2.14 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 30 AVG: 118 MAX: 215 GTX 970 ........ MIN: 16 AVG: 116 MAX: 159 GTX 1660 SUPER . MIN: 12 AVG: 74 MAX: 127 GTX 980 ........ MIN: 17 AVG: 121 MAX: 172 GTX 1070 ....... MIN: 10 AVG: 81 MAX: 150 GTX 1080 ....... MIN: 9 AVG: 102 MAX: 185 GTX 980 Ti ..... MIN: 17 AVG: 143 MAX: 203 RTX 2080 Ti .... MIN: 9 AVG: 116 MAX: 221 GTX 1060 ....... MIN: 7 AVG: 73 MAX: 125 NAMD CUDA 2.14 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 57 AVG: 61 MAX: 64 GTX 1070 Ti .... MIN: 44 AVG: 47 MAX: 49 GTX 970 ........ MIN: 47 AVG: 56 MAX: 62 GTX 1660 SUPER . MIN: 45 AVG: 54 MAX: 62 GTX 980 ........ MIN: 65 AVG: 71 MAX: 76 GTX 1070 ....... MIN: 61 AVG: 64 MAX: 67 GTX 1080 ....... MIN: 63 AVG: 66 MAX: 69 GTX 980 Ti ..... MIN: 68 AVG: 73 MAX: 77 RTX 2080 Ti .... MIN: 56 AVG: 59 MAX: 63 GTX 1060 ....... MIN: 53 AVG: 59 MAX: 63 Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision GFLOPS > Higher Is Better TITAN RTX ...... 15032.47 |================================================= GTX 1070 Ti .... 7018.90 |======================= GTX 970 ........ 4141.79 |============= GTX 1660 SUPER . 5462.59 |================== GTX 980 ........ 4683.96 |=============== GTX 1070 ....... 6476.92 |===================== GTX 1080 ....... 8520.97 |============================ GTX 980 Ti ..... 5844.90 |=================== RTX 2080 Ti .... 16061.09 |==================================================== GTX 1060 ....... 4355.28 |============== Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision GFLOPS Per Watt > Higher Is Better TITAN RTX ...... 255.06 |========================================== GTX 970 ........ 69.58 |============ GTX 1660 SUPER . 170.02 |============================ GTX 980 ........ 68.50 |=========== GTX 1070 ....... 127.27 |===================== GTX 1080 ....... 157.14 |========================== GTX 980 Ti ..... 65.01 |=========== RTX 2080 Ti .... 324.58 |====================================================== GTX 1060 ....... 114.75 |=================== Mixbench 2020-06-23 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 26 AVG: 59 MAX: 110 GTX 970 ........ MIN: 44 AVG: 60 MAX: 92 GTX 1660 SUPER . MIN: 11 AVG: 32 MAX: 60 GTX 980 ........ MIN: 46 AVG: 68 MAX: 104 GTX 1070 ....... MIN: 33 AVG: 51 MAX: 90 GTX 1080 ....... MIN: 36 AVG: 54 MAX: 98 GTX 980 Ti ..... MIN: 69 AVG: 90 MAX: 134 RTX 2080 Ti .... MIN: 8 AVG: 49 MAX: 108 GTX 1060 ....... MIN: 24 AVG: 38 MAX: 67 Mixbench 2020-06-23 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 49.0 AVG: 52.1 MAX: 55.0 GTX 1070 Ti .... MIN: 40.0 AVG: 42.0 MAX: 44.0 GTX 970 ........ MIN: 43.0 AVG: 46.2 MAX: 50.0 GTX 1660 SUPER . MIN: 43.0 AVG: 47.4 MAX: 53.0 GTX 980 ........ MIN: 59.0 AVG: 63.9 MAX: 69.0 GTX 1070 ....... MIN: 53.0 AVG: 56.5 MAX: 60.0 GTX 1080 ....... MIN: 55.0 AVG: 58.1 MAX: 63.0 GTX 980 Ti ..... MIN: 63.0 AVG: 66.2 MAX: 70.0 RTX 2080 Ti .... MIN: 48.0 AVG: 51.0 MAX: 55.0 GTX 1060 ....... MIN: 46.0 AVG: 50.6 MAX: 55.0 Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision GFLOPS > Higher Is Better TITAN RTX ...... 454.37 |====================================================== GTX 1070 Ti .... 241.99 |============================= GTX 970 ........ 137.20 |================ GTX 1660 SUPER . 144.30 |================= GTX 980 ........ 159.33 |=================== GTX 1070 ....... 224.82 |=========================== GTX 1080 ....... 296.66 |=================================== GTX 980 Ti ..... 197.44 |======================= RTX 2080 Ti .... 436.81 |==================================================== GTX 1060 ....... 150.48 |================== Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision GFLOPS Per Watt > Higher Is Better TITAN RTX ...... 8.25 |================================================ GTX 970 ........ 2.28 |============= GTX 1660 SUPER . 4.51 |========================== GTX 980 ........ 2.35 |============== GTX 1070 ....... 4.50 |========================== GTX 1080 ....... 5.59 |================================ GTX 980 Ti ..... 2.20 |============= RTX 2080 Ti .... 9.72 |======================================================== GTX 1060 ....... 4.03 |======================= Mixbench 2020-06-23 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 25 AVG: 55 MAX: 113 GTX 970 ........ MIN: 46 AVG: 60 MAX: 91 GTX 1660 SUPER . MIN: 12 AVG: 32 MAX: 61 GTX 980 ........ MIN: 45 AVG: 68 MAX: 99 GTX 1070 ....... MIN: 39 AVG: 50 MAX: 90 GTX 1080 ....... MIN: 35 AVG: 53 MAX: 100 GTX 980 Ti ..... MIN: 69 AVG: 90 MAX: 133 RTX 2080 Ti .... MIN: 7 AVG: 45 MAX: 101 GTX 1060 ....... MIN: 24 AVG: 37 MAX: 65 Mixbench 2020-06-23 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 45.0 AVG: 47.2 MAX: 49.0 GTX 1070 Ti .... MIN: 39.0 AVG: 39.9 MAX: 41.0 GTX 970 ........ MIN: 41.0 AVG: 42.6 MAX: 46.0 GTX 1660 SUPER . MIN: 48.0 AVG: 52.4 MAX: 56.0 GTX 980 ........ MIN: 57.0 AVG: 58.1 MAX: 62.0 GTX 1070 ....... MIN: 52.0 AVG: 52.5 MAX: 54.0 GTX 1080 ....... MIN: 51.0 AVG: 52.2 MAX: 53.0 GTX 980 Ti ..... MIN: 61.0 AVG: 62.3 MAX: 64.0 RTX 2080 Ti .... MIN: 43.0 AVG: 45.4 MAX: 47.0 GTX 1060 ....... MIN: 44.0 AVG: 45.7 MAX: 47.0 Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer GIOPS > Higher Is Better TITAN RTX ...... 16979.99 |==================================================== GTX 1070 Ti .... 2157.31 |======= GTX 970 ........ 1215.75 |==== GTX 1660 SUPER . 5432.40 |================= GTX 980 ........ 1389.90 |==== GTX 1070 ....... 2019.08 |====== GTX 1080 ....... 2655.58 |======== GTX 980 Ti ..... 1711.03 |===== RTX 2080 Ti .... 16323.94 |================================================== GTX 1060 ....... 1354.14 |==== Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer GIOPS Per Watt > Higher Is Better TITAN RTX ...... 319.78 |================================================= GTX 970 ........ 20.44 |=== GTX 1660 SUPER . 172.29 |========================== GTX 980 ........ 21.11 |=== GTX 1070 ....... 41.66 |====== GTX 1080 ....... 49.41 |======== GTX 980 Ti ..... 19.41 |=== RTX 2080 Ti .... 351.52 |====================================================== GTX 1060 ....... 35.89 |====== Mixbench 2020-06-23 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 25 AVG: 53 MAX: 113 GTX 970 ........ MIN: 44 AVG: 59 MAX: 92 GTX 1660 SUPER . MIN: 12 AVG: 32 MAX: 61 GTX 980 ........ MIN: 44 AVG: 66 MAX: 99 GTX 1070 ....... MIN: 31 AVG: 48 MAX: 89 GTX 1080 ....... MIN: 35 AVG: 54 MAX: 96 GTX 980 Ti ..... MIN: 69 AVG: 88 MAX: 132 RTX 2080 Ti .... MIN: 7 AVG: 46 MAX: 105 GTX 1060 ....... MIN: 24 AVG: 38 MAX: 68 Mixbench 2020-06-23 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 43.0 AVG: 43.9 MAX: 45.0 GTX 1070 Ti .... MIN: 38.0 AVG: 39.3 MAX: 40.0 GTX 970 ........ MIN: 39.0 AVG: 41.4 MAX: 45.0 GTX 1660 SUPER . MIN: 46.0 AVG: 51.4 MAX: 56.0 GTX 980 ........ MIN: 54.0 AVG: 56.0 MAX: 58.0 GTX 1070 ....... MIN: 50.0 AVG: 50.9 MAX: 52.0 GTX 1080 ....... MIN: 51.0 AVG: 52.0 MAX: 53.0 GTX 980 Ti ..... MIN: 59.0 AVG: 61.0 MAX: 63.0 RTX 2080 Ti .... MIN: 41.0 AVG: 42.6 MAX: 44.0 GTX 1060 ....... MIN: 43.0 AVG: 44.2 MAX: 45.0 Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision GFLOPS > Higher Is Better TITAN RTX ...... 15103.61 |==================================================== GTX 1070 Ti .... 6647.94 |======================= GTX 1660 SUPER . 5440.74 |=================== GTX 1070 ....... 6174.80 |===================== GTX 1080 ....... 8182.72 |============================ RTX 2080 Ti .... 14734.03 |=================================================== GTX 1060 ....... 4167.41 |============== Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision GFLOPS Per Watt > Higher Is Better TITAN RTX ...... 321.81 |====================================================== GTX 1660 SUPER . 163.52 |=========================== GTX 1070 ....... 119.71 |==================== GTX 1080 ....... 144.40 |======================== RTX 2080 Ti .... 311.45 |==================================================== GTX 1060 ....... 106.43 |================== Mixbench 2020-06-23 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24.6 AVG: 46.9 MAX: 84.6 GTX 1660 SUPER . MIN: 11.5 AVG: 33.3 MAX: 65.1 GTX 1070 ....... MIN: 31.1 AVG: 51.6 MAX: 92.1 GTX 1080 ....... MIN: 35.0 AVG: 56.7 MAX: 86.6 RTX 2080 Ti .... MIN: 6.4 AVG: 47.3 MAX: 76.3 GTX 1060 ....... MIN: 24.3 AVG: 39.2 MAX: 62.0 Mixbench 2020-06-23 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 42.0 AVG: 42.7 MAX: 44.0 GTX 1070 Ti .... MIN: 37.0 AVG: 39.1 MAX: 40.0 GTX 1660 SUPER . MIN: 48.0 AVG: 52.2 MAX: 56.0 GTX 1070 ....... MIN: 50.0 AVG: 51.1 MAX: 52.0 GTX 1080 ....... MIN: 51.0 AVG: 52.0 MAX: 53.0 RTX 2080 Ti .... MIN: 40.0 AVG: 41.0 MAX: 42.0 GTX 1060 ....... MIN: 43.0 AVG: 44.3 MAX: 45.0 Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision GFLOPS > Higher Is Better TITAN RTX ...... 413.66 |====================================================== GTX 1070 Ti .... 240.92 |=============================== GTX 1660 SUPER . 144.14 |=================== GTX 1070 ....... 225.05 |============================= GTX 1080 ....... 296.09 |======================================= RTX 2080 Ti .... 409.46 |===================================================== GTX 1060 ....... 151.63 |==================== Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision GFLOPS Per Watt > Higher Is Better TITAN RTX ...... 7.39 |=========================================== GTX 1660 SUPER . 4.28 |========================= GTX 1070 ....... 4.29 |========================= GTX 1080 ....... 5.40 |================================ RTX 2080 Ti .... 9.55 |======================================================== GTX 1060 ....... 3.70 |====================== Mixbench 2020-06-23 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24 AVG: 56 MAX: 138 GTX 1660 SUPER . MIN: 11 AVG: 34 MAX: 68 GTX 1070 ....... MIN: 31 AVG: 52 MAX: 81 GTX 1080 ....... MIN: 8 AVG: 55 MAX: 87 RTX 2080 Ti .... MIN: 6 AVG: 43 MAX: 75 GTX 1060 ....... MIN: 24 AVG: 41 MAX: 74 Mixbench 2020-06-23 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 41.0 AVG: 41.9 MAX: 43.0 GTX 1070 Ti .... MIN: 37.0 AVG: 39.0 MAX: 40.0 GTX 1660 SUPER . MIN: 47.0 AVG: 52.0 MAX: 57.0 GTX 1070 ....... MIN: 50.0 AVG: 51.3 MAX: 52.0 GTX 1080 ....... MIN: 49.0 AVG: 51.2 MAX: 52.0 RTX 2080 Ti .... MIN: 38.0 AVG: 39.9 MAX: 41.0 GTX 1060 ....... MIN: 43.0 AVG: 44.4 MAX: 45.0 Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision GFLOPS > Higher Is Better TITAN RTX ...... 32084.79 |==================================================== GTX 1070 Ti .... 121.42 | GTX 1660 SUPER . 10862.90 |================== GTX 1070 ....... 113.32 | GTX 1080 ....... 149.35 | RTX 2080 Ti .... 31492.24 |=================================================== GTX 1060 ....... 75.77 | Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision GFLOPS Per Watt > Higher Is Better TITAN RTX ...... 583.70 |========================================= GTX 1660 SUPER . 332.57 |======================= GTX 1070 ....... 2.18 | GTX 1080 ....... 2.60 | RTX 2080 Ti .... 775.82 |====================================================== GTX 1060 ....... 1.95 | Mixbench 2020-06-23 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24.4 AVG: 55.0 MAX: 84.0 GTX 1660 SUPER . MIN: 11.3 AVG: 32.7 MAX: 62.1 GTX 1070 ....... MIN: 31.2 AVG: 52.1 MAX: 75.4 GTX 1080 ....... MIN: 35.1 AVG: 57.5 MAX: 94.5 RTX 2080 Ti .... MIN: 6.7 AVG: 40.6 MAX: 78.0 GTX 1060 ....... MIN: 8.1 AVG: 38.8 MAX: 66.3 Mixbench 2020-06-23 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 40.0 AVG: 41.1 MAX: 43.0 GTX 1070 Ti .... MIN: 37.0 AVG: 38.9 MAX: 40.0 GTX 1660 SUPER . MIN: 46.0 AVG: 51.1 MAX: 56.0 GTX 1070 ....... MIN: 50.0 AVG: 51.4 MAX: 52.0 GTX 1080 ....... MIN: 51.0 AVG: 52.1 MAX: 53.0 RTX 2080 Ti .... MIN: 38.0 AVG: 38.9 MAX: 40.0 GTX 1060 ....... MIN: 42.0 AVG: 44.2 MAX: 45.0 Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer GIOPS > Higher Is Better TITAN RTX ...... 14426.11 |==================================================== GTX 1070 Ti .... 1887.61 |======= GTX 1660 SUPER . 4866.61 |================== GTX 1070 ....... 1764.63 |====== GTX 1080 ....... 2326.09 |======== RTX 2080 Ti .... 14103.79 |=================================================== GTX 1060 ....... 1187.72 |==== Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer GIOPS Per Watt > Higher Is Better TITAN RTX ...... 272.76 |===================================================== GTX 1660 SUPER . 147.05 |============================ GTX 1070 ....... 36.18 |======= GTX 1080 ....... 42.16 |======== RTX 2080 Ti .... 278.86 |====================================================== GTX 1060 ....... 31.42 |====== Mixbench 2020-06-23 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24 AVG: 53 MAX: 85 GTX 1660 SUPER . MIN: 11 AVG: 33 MAX: 67 GTX 1070 ....... MIN: 8 AVG: 49 MAX: 74 GTX 1080 ....... MIN: 8 AVG: 55 MAX: 98 RTX 2080 Ti .... MIN: 7 AVG: 51 MAX: 125 GTX 1060 ....... MIN: 24 AVG: 38 MAX: 53 Mixbench 2020-06-23 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 39.0 AVG: 40.8 MAX: 42.0 GTX 1070 Ti .... MIN: 37.0 AVG: 39.0 MAX: 40.0 GTX 1660 SUPER . MIN: 48.0 AVG: 52.0 MAX: 56.0 GTX 1070 ....... MIN: 48.0 AVG: 50.3 MAX: 52.0 GTX 1080 ....... MIN: 49.0 AVG: 50.7 MAX: 52.0 RTX 2080 Ti .... MIN: 37.0 AVG: 38.5 MAX: 40.0 GTX 1060 ....... MIN: 43.0 AVG: 44.4 MAX: 45.0 OctaneBench 4.00c Total Score Score > Higher Is Better TITAN RTX ...... 324.55 |====================================================== GTX 1070 Ti .... 141.67 |======================== GTX 970 ........ 96.20 |================ GTX 1660 SUPER . 135.66 |======================= GTX 980 ........ 110.81 |================== GTX 1070 ....... 132.84 |====================== GTX 1080 ....... 148.47 |========================= GTX 980 Ti ..... 143.52 |======================== RTX 2080 Ti .... 310.81 |==================================================== GTX 1060 ....... 91.73 |=============== OctaneBench 4.00c Total Score Score Per Watt > Higher Is Better TITAN RTX ...... 1.27 |======================================================= GTX 970 ........ 0.84 |==================================== GTX 1660 SUPER . 1.25 |====================================================== GTX 980 ........ 0.85 |===================================== GTX 1070 ....... 1.25 |====================================================== GTX 1080 ....... 1.26 |======================================================= GTX 980 Ti ..... 0.85 |===================================== RTX 2080 Ti .... 1.29 |======================================================== GTX 1060 ....... 1.23 |===================================================== OctaneBench 4.00c GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24 AVG: 256 MAX: 287 GTX 970 ........ MIN: 16 AVG: 114 MAX: 135 GTX 1660 SUPER . MIN: 11 AVG: 109 MAX: 124 GTX 980 ........ MIN: 15 AVG: 130 MAX: 153 GTX 1070 ....... MIN: 47 AVG: 106 MAX: 123 GTX 1080 ....... MIN: 50 AVG: 118 MAX: 138 GTX 980 Ti ..... MIN: 16 AVG: 169 MAX: 194 RTX 2080 Ti .... MIN: 6 AVG: 240 MAX: 267 GTX 1060 ....... MIN: 7 AVG: 75 MAX: 89 OctaneBench 4.00c GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 39 AVG: 72 MAX: 78 GTX 1070 Ti .... MIN: 37 AVG: 48 MAX: 50 GTX 970 ........ MIN: 34 AVG: 56 MAX: 61 GTX 1660 SUPER . MIN: 48 AVG: 64 MAX: 68 GTX 980 ........ MIN: 45 AVG: 71 MAX: 78 GTX 1070 ....... MIN: 50 AVG: 66 MAX: 70 GTX 1080 ....... MIN: 51 AVG: 67 MAX: 71 GTX 980 Ti ..... MIN: 52 AVG: 78 MAX: 82 RTX 2080 Ti .... MIN: 37 AVG: 70 MAX: 77 GTX 1060 ....... MIN: 40 AVG: 57 MAX: 60 LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark M samples/sec > Higher Is Better TITAN RTX ...... 4.99 |======================================================== GTX 1070 Ti .... 2.24 |========================= GTX 970 ........ 1.46 |================ GTX 1660 SUPER . 2.26 |========================= GTX 980 ........ 1.63 |================== GTX 1070 ....... 2.12 |======================== GTX 1080 ....... 2.13 |======================== GTX 980 Ti ..... 2.00 |====================== RTX 2080 Ti .... 4.75 |===================================================== GTX 1060 ....... 1.53 |================= LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark M samples/sec Per Watt > Higher Is Better TITAN RTX ...... 0.03 |======================================================== GTX 970 ........ 0.01 |=================== GTX 1660 SUPER . 0.03 |======================================================== GTX 980 ........ 0.02 |===================================== GTX 1070 ....... 0.02 |===================================== GTX 1080 ....... 0.02 |===================================== GTX 980 Ti ..... 0.01 |=================== RTX 2080 Ti .... 0.03 |======================================================== GTX 1060 ....... 0.02 |===================================== LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 33 AVG: 198 MAX: 230 GTX 970 ........ MIN: 16 AVG: 98 MAX: 110 GTX 1660 SUPER . MIN: 12 AVG: 90 MAX: 102 GTX 980 ........ MIN: 17 AVG: 107 MAX: 124 GTX 1070 ....... MIN: 10 AVG: 93 MAX: 107 GTX 1080 ....... MIN: 9 AVG: 98 MAX: 113 GTX 980 Ti ..... MIN: 17 AVG: 141 MAX: 157 RTX 2080 Ti .... MIN: 10 AVG: 188 MAX: 220 GTX 1060 ....... MIN: 7 AVG: 68 MAX: 78 LuxCoreRender OpenCL 2.3 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 62 AVG: 70 MAX: 72 GTX 1070 Ti .... MIN: 43 AVG: 47 MAX: 48 GTX 970 ........ MIN: 45 AVG: 53 MAX: 55 GTX 1660 SUPER . MIN: 44 AVG: 59 MAX: 62 GTX 980 ........ MIN: 64 AVG: 68 MAX: 70 GTX 1070 ....... MIN: 59 AVG: 64 MAX: 66 GTX 1080 ....... MIN: 60 AVG: 64 MAX: 65 GTX 980 Ti ..... MIN: 67 AVG: 73 MAX: 77 RTX 2080 Ti .... MIN: 62 AVG: 70 MAX: 72 GTX 1060 ....... MIN: 48 AVG: 56 MAX: 58 LuxCoreRender OpenCL 2.3 Scene: DLSC M samples/sec > Higher Is Better TITAN RTX ...... 5.98 |======================================================== GTX 1070 Ti .... 2.55 |======================== GTX 970 ........ 1.73 |================ GTX 1660 SUPER . 2.63 |========================= GTX 980 ........ 1.93 |================== GTX 1070 ....... 2.46 |======================= GTX 1080 ....... 2.45 |======================= GTX 980 Ti ..... 2.36 |====================== RTX 2080 Ti .... 5.67 |===================================================== GTX 1060 ....... 1.78 |================= LuxCoreRender OpenCL 2.3 Scene: DLSC M samples/sec Per Watt > Higher Is Better TITAN RTX ...... 0.03 |======================================================== GTX 970 ........ 0.02 |===================================== GTX 1660 SUPER . 0.03 |======================================================== GTX 980 ........ 0.02 |===================================== GTX 1070 ....... 0.02 |===================================== GTX 1080 ....... 0.02 |===================================== GTX 980 Ti ..... 0.02 |===================================== RTX 2080 Ti .... 0.03 |======================================================== GTX 1060 ....... 0.02 |===================================== LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 31 AVG: 219 MAX: 238 GTX 970 ........ MIN: 16 AVG: 107 MAX: 115 GTX 1660 SUPER . MIN: 12 AVG: 96 MAX: 105 GTX 980 ........ MIN: 16 AVG: 119 MAX: 131 GTX 1070 ....... MIN: 9 AVG: 101 MAX: 114 GTX 1080 ....... MIN: 9 AVG: 107 MAX: 119 GTX 980 Ti ..... MIN: 17 AVG: 152 MAX: 162 RTX 2080 Ti .... MIN: 9 AVG: 208 MAX: 228 GTX 1060 ....... MIN: 7 AVG: 73 MAX: 83 LuxCoreRender OpenCL 2.3 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 58 AVG: 71 MAX: 74 GTX 1070 Ti .... MIN: 41 AVG: 47 MAX: 49 GTX 970 ........ MIN: 43 AVG: 56 MAX: 58 GTX 1660 SUPER . MIN: 43 AVG: 60 MAX: 63 GTX 980 ........ MIN: 59 AVG: 70 MAX: 73 GTX 1070 ....... MIN: 56 AVG: 65 MAX: 68 GTX 1080 ....... MIN: 56 AVG: 65 MAX: 68 GTX 980 Ti ..... MIN: 65 AVG: 75 MAX: 79 RTX 2080 Ti .... MIN: 57 AVG: 70 MAX: 73 GTX 1060 ....... MIN: 47 AVG: 57 MAX: 59 LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism M samples/sec > Higher Is Better TITAN RTX ...... 12.73 |======================================================= GTX 1070 Ti .... 5.38 |======================= GTX 970 ........ 4.81 |===================== GTX 1660 SUPER . 5.61 |======================== GTX 980 ........ 5.11 |====================== GTX 1070 ....... 6.62 |============================= GTX 1080 ....... 4.23 |================== GTX 980 Ti ..... 6.59 |============================ RTX 2080 Ti .... 12.33 |===================================================== GTX 1060 ....... 5.41 |======================= LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism M samples/sec Per Watt > Higher Is Better TITAN RTX ...... 0.08 |======================================================== GTX 970 ........ 0.05 |=================================== GTX 1660 SUPER . 0.07 |================================================= GTX 980 ........ 0.05 |=================================== GTX 1070 ....... 0.08 |======================================================== GTX 1080 ....... 0.05 |=================================== GTX 980 Ti ..... 0.05 |=================================== RTX 2080 Ti .... 0.08 |======================================================== GTX 1060 ....... 0.08 |======================================================== LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 32 AVG: 164 MAX: 211 GTX 970 ........ MIN: 16 AVG: 94 MAX: 103 GTX 1660 SUPER . MIN: 13 AVG: 80 MAX: 92 GTX 980 ........ MIN: 16 AVG: 105 MAX: 116 GTX 1070 ....... MIN: 10 AVG: 85 MAX: 99 GTX 1080 ....... MIN: 9 AVG: 84 MAX: 94 GTX 980 Ti ..... MIN: 17 AVG: 133 MAX: 150 RTX 2080 Ti .... MIN: 11 AVG: 152 MAX: 199 GTX 1060 ....... MIN: 7 AVG: 66 MAX: 75 LuxCoreRender OpenCL 2.3 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 61.0 AVG: 65.4 MAX: 68.0 GTX 1070 Ti .... MIN: 43.0 AVG: 45.5 MAX: 46.0 GTX 970 ........ MIN: 45.0 AVG: 51.4 MAX: 53.0 GTX 1660 SUPER . MIN: 44.0 AVG: 55.1 MAX: 58.0 GTX 980 ........ MIN: 62.0 AVG: 67.1 MAX: 68.0 GTX 1070 ....... MIN: 59.0 AVG: 61.4 MAX: 62.0 GTX 1080 ....... MIN: 59.0 AVG: 60.2 MAX: 61.0 GTX 980 Ti ..... MIN: 67.0 AVG: 70.8 MAX: 72.0 RTX 2080 Ti .... MIN: 61.0 AVG: 65.1 MAX: 67.0 GTX 1060 ....... MIN: 49.0 AVG: 54.6 MAX: 56.0 LuxCoreRender OpenCL 2.3 Scene: Food M samples/sec > Higher Is Better TITAN RTX ...... 2.23 |======================================================== GTX 1070 Ti .... 0.98 |========================= GTX 970 ........ 0.67 |================= GTX 1660 SUPER . 1.09 |=========================== GTX 980 ........ 0.78 |==================== GTX 1070 ....... 0.92 |======================= GTX 1080 ....... 0.99 |========================= GTX 980 Ti ..... 0.92 |======================= RTX 2080 Ti .... 2.23 |======================================================== GTX 1060 ....... 0.65 |================ LuxCoreRender OpenCL 2.3 Scene: Food M samples/sec Per Watt > Higher Is Better TITAN RTX ...... 0.01 |======================================================== GTX 970 ........ 0.01 |======================================================== GTX 1660 SUPER . 0.01 |======================================================== GTX 980 ........ 0.01 |======================================================== GTX 1070 ....... 0.01 |======================================================== GTX 1080 ....... 0.01 |======================================================== GTX 980 Ti ..... 0.01 |======================================================== RTX 2080 Ti .... 0.01 |======================================================== GTX 1060 ....... 0.01 |======================================================== LuxCoreRender OpenCL 2.3 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 29 AVG: 184 MAX: 216 GTX 970 ........ MIN: 16 AVG: 90 MAX: 102 GTX 1660 SUPER . MIN: 11 AVG: 83 MAX: 97 GTX 980 ........ MIN: 16 AVG: 103 MAX: 118 GTX 1070 ....... MIN: 31 AVG: 83 MAX: 96 GTX 1080 ....... MIN: 8 AVG: 90 MAX: 106 GTX 980 Ti ..... MIN: 70 AVG: 133 MAX: 147 RTX 2080 Ti .... MIN: 9 AVG: 172 MAX: 204 GTX 1060 ....... MIN: 8 AVG: 59 MAX: 71 LuxCoreRender OpenCL 2.3 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 56.0 AVG: 66.8 MAX: 70.0 GTX 1070 Ti .... MIN: 41.0 AVG: 45.4 MAX: 47.0 GTX 970 ........ MIN: 42.0 AVG: 51.4 MAX: 54.0 GTX 1660 SUPER . MIN: 43.0 AVG: 56.9 MAX: 60.0 GTX 980 ........ MIN: 60.0 AVG: 67.1 MAX: 70.0 GTX 1070 ....... MIN: 58.0 AVG: 61.2 MAX: 63.0 GTX 1080 ....... MIN: 53.0 AVG: 60.7 MAX: 64.0 GTX 980 Ti ..... MIN: 67.0 AVG: 72.2 MAX: 75.0 RTX 2080 Ti .... MIN: 55.0 AVG: 66.3 MAX: 70.0 GTX 1060 ....... MIN: 48.0 AVG: 52.8 MAX: 55.0 Rodinia 3.1 Test: OpenCL Myocyte Seconds < Lower Is Better TITAN RTX ...... 35.77 |==================================== GTX 1070 Ti .... 42.08 |========================================== GTX 970 ........ 48.92 |================================================= GTX 1660 SUPER . 34.13 |================================== GTX 980 ........ 50.55 |================================================== GTX 1070 ....... 38.00 |====================================== GTX 1080 ....... 38.00 |====================================== GTX 980 Ti ..... 55.17 |======================================================= RTX 2080 Ti .... 35.24 |=================================== GTX 1060 ....... 38.11 |====================================== Rodinia 3.1 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 28 AVG: 96 MAX: 104 GTX 970 ........ MIN: 44 AVG: 56 MAX: 57 GTX 1660 SUPER . MIN: 11 AVG: 44 MAX: 49 GTX 980 ........ MIN: 45 AVG: 62 MAX: 64 GTX 1070 ....... MIN: 31 AVG: 47 MAX: 48 GTX 1080 ....... MIN: 35 AVG: 50 MAX: 52 GTX 980 Ti ..... MIN: 69 AVG: 86 MAX: 89 RTX 2080 Ti .... MIN: 8 AVG: 85 MAX: 93 GTX 1060 ....... MIN: 24 AVG: 34 MAX: 35 Rodinia 3.1 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 53.0 AVG: 56.8 MAX: 60.0 GTX 1070 Ti .... MIN: 40.0 AVG: 41.0 MAX: 43.0 GTX 970 ........ MIN: 41.0 AVG: 43.1 MAX: 45.0 GTX 1660 SUPER . MIN: 43.0 AVG: 51.0 MAX: 55.0 GTX 980 ........ MIN: 55.0 AVG: 57.4 MAX: 62.0 GTX 1070 ....... MIN: 51.0 AVG: 52.9 MAX: 56.0 GTX 1080 ....... MIN: 50.0 AVG: 53.0 MAX: 57.0 GTX 980 Ti ..... MIN: 61.0 AVG: 63.0 MAX: 67.0 RTX 2080 Ti .... MIN: 53.0 AVG: 56.6 MAX: 60.0 GTX 1060 ....... MIN: 43.0 AVG: 44.9 MAX: 47.0 Rodinia 3.1 Test: OpenCL Particle Filter Seconds < Lower Is Better TITAN RTX ...... 4.250 |================= GTX 1070 Ti .... 7.791 |================================ GTX 970 ........ 13.185 |====================================================== GTX 1660 SUPER . 11.482 |=============================================== GTX 980 ........ 11.774 |================================================ GTX 1070 ....... 8.205 |================================== GTX 1080 ....... 6.457 |========================== GTX 980 Ti ..... 10.071 |========================================= RTX 2080 Ti .... 4.414 |================== GTX 1060 ....... 12.002 |================================================= Rodinia 3.1 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 26 AVG: 111 MAX: 187 GTX 970 ........ MIN: 44 AVG: 97 MAX: 124 GTX 1660 SUPER . MIN: 11 AVG: 59 MAX: 75 GTX 980 ........ MIN: 45 AVG: 107 MAX: 144 GTX 1070 ....... MIN: 31 AVG: 88 MAX: 129 GTX 1080 ....... MIN: 35 AVG: 99 MAX: 153 GTX 980 Ti ..... MIN: 69 AVG: 126 MAX: 174 RTX 2080 Ti .... MIN: 8 AVG: 99 MAX: 173 GTX 1060 ....... MIN: 24 AVG: 67 MAX: 90 Rodinia 3.1 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 50.0 AVG: 54.1 MAX: 57.0 GTX 1070 Ti .... MIN: 39.0 AVG: 43.6 MAX: 47.0 GTX 970 ........ MIN: 39.0 AVG: 50.4 MAX: 57.0 GTX 1660 SUPER . MIN: 45.0 AVG: 52.1 MAX: 57.0 GTX 980 ........ MIN: 51.0 AVG: 61.2 MAX: 67.0 GTX 1070 ....... MIN: 48.0 AVG: 57.0 MAX: 63.0 GTX 1080 ....... MIN: 48.0 AVG: 56.9 MAX: 64.0 GTX 980 Ti ..... MIN: 59.0 AVG: 67.9 MAX: 73.0 RTX 2080 Ti .... MIN: 49.0 AVG: 53.3 MAX: 56.0 GTX 1060 ....... MIN: 41.0 AVG: 49.3 MAX: 54.0 Rodinia 3.1 Test: NVIDIA CUDA GPU Myocyte Seconds < Lower Is Better TITAN RTX ...... 40.37 |================================== GTX 1070 Ti .... 47.72 |========================================= GTX 970 ........ 56.50 |================================================ GTX 1660 SUPER . 39.91 |================================== GTX 980 ........ 59.47 |=================================================== GTX 1070 ....... 42.96 |==================================== GTX 1080 ....... 43.20 |===================================== GTX 980 Ti ..... 64.76 |======================================================= RTX 2080 Ti .... 40.35 |================================== GTX 1060 ....... 42.70 |==================================== Rodinia 3.1 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 26 AVG: 92 MAX: 98 GTX 970 ........ MIN: 46 AVG: 57 MAX: 57 GTX 1660 SUPER . MIN: 11 AVG: 46 MAX: 50 GTX 980 ........ MIN: 46 AVG: 62 MAX: 64 GTX 1070 ....... MIN: 31 AVG: 47 MAX: 49 GTX 1080 ....... MIN: 35 AVG: 50 MAX: 52 GTX 980 Ti ..... MIN: 70 AVG: 88 MAX: 90 RTX 2080 Ti .... MIN: 7 AVG: 85 MAX: 92 GTX 1060 ....... MIN: 24 AVG: 34 MAX: 35 Rodinia 3.1 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 49.0 AVG: 51.8 MAX: 52.0 GTX 1070 Ti .... MIN: 40.0 AVG: 40.3 MAX: 41.0 GTX 970 ........ MIN: 41.0 AVG: 43.3 MAX: 47.0 GTX 1660 SUPER . MIN: 43.0 AVG: 51.2 MAX: 56.0 GTX 980 ........ MIN: 54.0 AVG: 56.1 MAX: 61.0 GTX 1070 ....... MIN: 50.0 AVG: 52.7 MAX: 58.0 GTX 1080 ....... MIN: 50.0 AVG: 52.6 MAX: 58.0 GTX 980 Ti ..... MIN: 61.0 AVG: 63.5 MAX: 69.0 RTX 2080 Ti .... MIN: 48.0 AVG: 50.9 MAX: 52.0 GTX 1060 ....... MIN: 43.0 AVG: 45.0 MAX: 49.0 ArrayFire 3.7 Test: BLAS OpenCL GFLOPS > Higher Is Better TITAN RTX ...... 5040.58 |==================================================== GTX 1070 Ti .... 4304.76 |============================================= GTX 970 ........ 2457.73 |========================== GTX 1660 SUPER . 1765.01 |================== GTX 980 ........ 2826.16 |============================= GTX 1070 ....... 2905.88 |============================== GTX 1080 ....... 5091.86 |===================================================== GTX 980 Ti ..... 2438.97 |========================= RTX 2080 Ti .... 4836.62 |================================================== GTX 1060 ....... 2856.38 |============================== ArrayFire 3.7 Test: BLAS OpenCL GFLOPS Per Watt > Higher Is Better TITAN RTX ...... 25.46 |================================= GTX 970 ........ 21.06 |=========================== GTX 1660 SUPER . 20.83 |=========================== GTX 980 ........ 21.34 |=========================== GTX 1070 ....... 30.22 |======================================= GTX 1080 ....... 42.76 |======================================================= GTX 980 Ti ..... 15.39 |==================== RTX 2080 Ti .... 26.01 |================================= GTX 1060 ....... 36.90 |=============================================== ArrayFire 3.7 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 25 AVG: 198 MAX: 278 GTX 970 ........ MIN: 44 AVG: 117 MAX: 150 GTX 1660 SUPER . MIN: 12 AVG: 85 MAX: 109 GTX 980 ........ MIN: 44 AVG: 132 MAX: 175 GTX 1070 ....... MIN: 31 AVG: 96 MAX: 143 GTX 1080 ....... MIN: 35 AVG: 119 MAX: 170 GTX 980 Ti ..... MIN: 70 AVG: 158 MAX: 208 RTX 2080 Ti .... MIN: 8 AVG: 186 MAX: 264 GTX 1060 ....... MIN: 24 AVG: 77 MAX: 102 ArrayFire 3.7 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 47 AVG: 59 MAX: 67 GTX 1070 Ti .... MIN: 39 AVG: 46 MAX: 50 GTX 970 ........ MIN: 39 AVG: 54 MAX: 61 GTX 1660 SUPER . MIN: 48 AVG: 58 MAX: 62 GTX 980 ........ MIN: 51 AVG: 64 MAX: 73 GTX 1070 ....... MIN: 47 AVG: 57 MAX: 64 GTX 1080 ....... MIN: 47 AVG: 60 MAX: 67 GTX 980 Ti ..... MIN: 60 AVG: 72 MAX: 79 RTX 2080 Ti .... MIN: 46 AVG: 58 MAX: 65 GTX 1060 ....... MIN: 41 AVG: 51 MAX: 58 ArrayFire 3.7 Test: Conjugate Gradient OpenCL ms < Lower Is Better TITAN RTX ...... 1.666 |================= GTX 1070 Ti .... 3.814 |======================================= GTX 970 ........ 5.400 |======================================================= GTX 1660 SUPER . 2.642 |=========================== GTX 980 ........ 4.904 |================================================== GTX 1070 ....... 4.077 |========================================== GTX 1080 ....... 3.387 |================================== GTX 980 Ti ..... 3.622 |===================================== RTX 2080 Ti .... 1.677 |================= GTX 1060 ....... 5.000 |=================================================== ArrayFire 3.7 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 28 AVG: 94 MAX: 182 GTX 970 ........ MIN: 44 AVG: 70 MAX: 112 GTX 1660 SUPER . MIN: 13 AVG: 52 MAX: 99 GTX 980 ........ MIN: 45 AVG: 80 MAX: 125 GTX 1070 ....... MIN: 32 AVG: 63 MAX: 106 GTX 1080 ....... MIN: 36 AVG: 71 MAX: 114 GTX 980 Ti ..... MIN: 70 AVG: 106 MAX: 155 RTX 2080 Ti .... MIN: 9 AVG: 87 MAX: 182 GTX 1060 ....... MIN: 24 AVG: 48 MAX: 84 ArrayFire 3.7 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 53.0 AVG: 55.9 MAX: 60.0 GTX 1070 Ti .... MIN: 42.0 AVG: 43.3 MAX: 45.0 GTX 970 ........ MIN: 45.0 AVG: 47.6 MAX: 51.0 GTX 1660 SUPER . MIN: 43.0 AVG: 50.4 MAX: 58.0 GTX 980 ........ MIN: 58.0 AVG: 62.3 MAX: 66.0 GTX 1070 ....... MIN: 54.0 AVG: 56.9 MAX: 59.0 GTX 1080 ....... MIN: 56.0 AVG: 58.7 MAX: 62.0 GTX 980 Ti ..... MIN: 65.0 AVG: 68.0 MAX: 72.0 RTX 2080 Ti .... MIN: 53.0 AVG: 55.1 MAX: 59.0 GTX 1060 ....... MIN: 48.0 AVG: 50.1 MAX: 54.0 clpeak OpenCL Test: Global Memory Bandwidth GBPS > Higher Is Better TITAN RTX ...... 530.79 |====================================================== GTX 1070 Ti .... 198.18 |==================== GTX 970 ........ 144.56 |=============== GTX 1660 SUPER . 276.35 |============================ GTX 980 ........ 165.29 |================= GTX 1070 ....... 197.20 |==================== GTX 1080 ....... 223.14 |======================= GTX 980 Ti ..... 264.74 |=========================== RTX 2080 Ti .... 506.90 |==================================================== GTX 1060 ....... 147.66 |=============== clpeak OpenCL Test: Global Memory Bandwidth GBPS Per Watt > Higher Is Better TITAN RTX ...... 6.85 |======================================================== GTX 970 ........ 2.33 |=================== GTX 1660 SUPER . 6.43 |===================================================== GTX 980 ........ 2.39 |==================== GTX 1070 ....... 3.41 |============================ GTX 1080 ....... 3.59 |============================= GTX 980 Ti ..... 2.63 |====================== RTX 2080 Ti .... 6.23 |=================================================== GTX 1060 ....... 3.40 |============================ clpeak GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 26 AVG: 77 MAX: 220 GTX 970 ........ MIN: 44 AVG: 62 MAX: 96 GTX 1660 SUPER . MIN: 12 AVG: 43 MAX: 108 GTX 980 ........ MIN: 45 AVG: 69 MAX: 110 GTX 1070 ....... MIN: 33 AVG: 58 MAX: 94 GTX 1080 ....... MIN: 35 AVG: 62 MAX: 105 GTX 980 Ti ..... MIN: 69 AVG: 101 MAX: 162 RTX 2080 Ti .... MIN: 8 AVG: 81 MAX: 222 GTX 1060 ....... MIN: 24 AVG: 43 MAX: 70 clpeak GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 49.0 AVG: 50.9 MAX: 55.0 GTX 1070 Ti .... MIN: 41.0 AVG: 41.4 MAX: 42.0 GTX 970 ........ MIN: 41.0 AVG: 43.3 MAX: 45.0 GTX 1660 SUPER . MIN: 44.0 AVG: 51.2 MAX: 60.0 GTX 980 ........ MIN: 56.0 AVG: 57.3 MAX: 60.0 GTX 1070 ....... MIN: 52.0 AVG: 53.4 MAX: 55.0 GTX 1080 ....... MIN: 52.0 AVG: 52.6 MAX: 53.0 GTX 980 Ti ..... MIN: 61.0 AVG: 63.1 MAX: 65.0 RTX 2080 Ti .... MIN: 49.0 AVG: 51.0 MAX: 55.0 GTX 1060 ....... MIN: 44.0 AVG: 46.2 MAX: 48.0 clpeak OpenCL Test: Single-Precision Float GFLOPS > Higher Is Better TITAN RTX ...... 14178.85 |==================================================== GTX 1070 Ti .... 6788.40 |========================= GTX 970 ........ 3874.98 |============== GTX 1660 SUPER . 4440.23 |================ GTX 980 ........ 4472.77 |================ GTX 1070 ....... 6093.02 |====================== GTX 1080 ....... 8218.62 |============================== GTX 980 Ti ..... 5512.89 |==================== RTX 2080 Ti .... 13536.25 |================================================== GTX 1060 ....... 4110.71 |=============== clpeak OpenCL Test: Single-Precision Float GFLOPS Per Watt > Higher Is Better TITAN RTX ...... 154.83 |================================================= GTX 970 ........ 62.20 |==================== GTX 1660 SUPER . 119.96 |====================================== GTX 980 ........ 60.52 |=================== GTX 1070 ....... 122.80 |======================================= GTX 1080 ....... 141.08 |============================================= GTX 980 Ti ..... 56.52 |================== RTX 2080 Ti .... 169.42 |====================================================== GTX 1060 ....... 108.23 |================================== clpeak GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 25 AVG: 92 MAX: 239 GTX 970 ........ MIN: 44 AVG: 62 MAX: 111 GTX 1660 SUPER . MIN: 12 AVG: 37 MAX: 87 GTX 980 ........ MIN: 44 AVG: 74 MAX: 130 GTX 1070 ....... MIN: 31 AVG: 50 MAX: 105 GTX 1080 ....... MIN: 35 AVG: 58 MAX: 128 GTX 980 Ti ..... MIN: 69 AVG: 98 MAX: 163 RTX 2080 Ti .... MIN: 7 AVG: 80 MAX: 222 GTX 1060 ....... MIN: 24 AVG: 38 MAX: 73 clpeak GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 47.0 AVG: 49.9 MAX: 55.0 GTX 1070 Ti .... MIN: 40.0 AVG: 40.9 MAX: 43.0 GTX 970 ........ MIN: 42.0 AVG: 43.7 MAX: 49.0 GTX 1660 SUPER . MIN: 44.0 AVG: 50.9 MAX: 59.0 GTX 980 ........ MIN: 54.0 AVG: 56.6 MAX: 61.0 GTX 1070 ....... MIN: 50.0 AVG: 51.4 MAX: 54.0 GTX 1080 ....... MIN: 50.0 AVG: 51.9 MAX: 54.0 GTX 980 Ti ..... MIN: 62.0 AVG: 64.6 MAX: 67.0 RTX 2080 Ti .... MIN: 46.0 AVG: 49.5 MAX: 54.0 GTX 1060 ....... MIN: 43.0 AVG: 44.7 MAX: 46.0 clpeak OpenCL Test: Double-Precision Double GFLOPS > Higher Is Better TITAN RTX ...... 548.26 |====================================================== GTX 1070 Ti .... 242.70 |======================== GTX 970 ........ 137.48 |============== GTX 1660 SUPER . 172.49 |================= GTX 980 ........ 159.72 |================ GTX 1070 ....... 223.60 |====================== GTX 1080 ....... 298.46 |============================= GTX 980 Ti ..... 197.23 |=================== RTX 2080 Ti .... 522.22 |=================================================== GTX 1060 ....... 150.68 |=============== clpeak OpenCL Test: Double-Precision Double GFLOPS Per Watt > Higher Is Better TITAN RTX ...... 3.98 |===================================================== GTX 970 ........ 1.80 |======================== GTX 1660 SUPER . 3.07 |========================================= GTX 980 ........ 1.78 |======================== GTX 1070 ....... 3.44 |============================================== GTX 1080 ....... 3.80 |=================================================== GTX 980 Ti ..... 1.68 |====================== RTX 2080 Ti .... 4.19 |======================================================== GTX 1060 ....... 3.17 |========================================== clpeak GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 25 AVG: 138 MAX: 152 GTX 970 ........ MIN: 44 AVG: 76 MAX: 83 GTX 1660 SUPER . MIN: 12 AVG: 56 MAX: 64 GTX 980 ........ MIN: 45 AVG: 90 MAX: 96 GTX 1070 ....... MIN: 31 AVG: 65 MAX: 74 GTX 1080 ....... MIN: 35 AVG: 78 MAX: 87 GTX 980 Ti ..... MIN: 70 AVG: 118 MAX: 126 RTX 2080 Ti .... MIN: 8 AVG: 125 MAX: 137 GTX 1060 ....... MIN: 24 AVG: 48 MAX: 53 clpeak GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 46.0 AVG: 55.1 MAX: 59.0 GTX 1070 Ti .... MIN: 39.0 AVG: 42.2 MAX: 44.0 GTX 970 ........ MIN: 42.0 AVG: 47.5 MAX: 50.0 GTX 1660 SUPER . MIN: 45.0 AVG: 51.8 MAX: 56.0 GTX 980 ........ MIN: 56.0 AVG: 61.5 MAX: 64.0 GTX 1070 ....... MIN: 50.0 AVG: 53.3 MAX: 56.0 GTX 1080 ....... MIN: 52.0 AVG: 55.7 MAX: 59.0 GTX 980 Ti ..... MIN: 65.0 AVG: 69.7 MAX: 72.0 RTX 2080 Ti .... MIN: 45.0 AVG: 54.0 MAX: 58.0 GTX 1060 ....... MIN: 44.0 AVG: 46.0 MAX: 48.0 clpeak OpenCL Test: Integer Compute INT GIOPS > Higher Is Better TITAN RTX ...... 13783.93 |==================================================== GTX 1070 Ti .... 2076.45 |======== GTX 970 ........ 1145.14 |==== GTX 1660 SUPER . 4280.55 |================ GTX 980 ........ 1306.51 |===== GTX 1070 ....... 1695.79 |====== GTX 1080 ....... 2430.55 |========= GTX 980 Ti ..... 1612.52 |====== RTX 2080 Ti .... 13629.37 |=================================================== GTX 1060 ....... 1275.12 |===== clpeak OpenCL Test: Integer Compute INT GIOPS Per Watt > Higher Is Better TITAN RTX ...... 131.83 |=============================================== GTX 970 ........ 12.09 |==== GTX 1660 SUPER . 97.06 |=================================== GTX 980 ........ 11.17 |==== GTX 1070 ....... 25.67 |========= GTX 1080 ....... 26.36 |========= GTX 980 Ti ..... 10.68 |==== RTX 2080 Ti .... 150.19 |====================================================== GTX 1060 ....... 20.82 |======= clpeak GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 26 AVG: 105 MAX: 286 GTX 970 ........ MIN: 44 AVG: 95 MAX: 174 GTX 1660 SUPER . MIN: 11 AVG: 44 MAX: 128 GTX 980 ........ MIN: 45 AVG: 117 MAX: 183 GTX 1070 ....... MIN: 31 AVG: 66 MAX: 138 GTX 1080 ....... MIN: 35 AVG: 92 MAX: 183 GTX 980 Ti ..... MIN: 69 AVG: 151 MAX: 250 RTX 2080 Ti .... MIN: 7 AVG: 91 MAX: 256 GTX 1060 ....... MIN: 24 AVG: 61 MAX: 123 clpeak GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 51 AVG: 54 MAX: 59 GTX 1070 Ti .... MIN: 40 AVG: 46 MAX: 51 GTX 970 ........ MIN: 42 AVG: 51 MAX: 61 GTX 1660 SUPER . MIN: 44 AVG: 50 MAX: 61 GTX 980 ........ MIN: 57 AVG: 66 MAX: 72 GTX 1070 ....... MIN: 50 AVG: 54 MAX: 59 GTX 1080 ....... MIN: 53 AVG: 59 MAX: 63 GTX 980 Ti ..... MIN: 66 AVG: 73 MAX: 79 RTX 2080 Ti .... MIN: 50 AVG: 53 MAX: 58 GTX 1060 ....... MIN: 43 AVG: 50 MAX: 55 NeatBench 5 Acceleration: GPU FPS > Higher Is Better TITAN RTX . 48.1 |============================================================= GTX 970 ... 15.4 |==================== GTX 980 ... 17.3 |====================== GTX 1070 .. 21.5 |=========================== GTX 1080 .. 24.6 |=============================== NeatBench 5 Acceleration: GPU FPS Per Watt > Higher Is Better TITAN RTX . 0.80 |============================================================= GTX 970 ... 0.26 |==================== GTX 980 ... 0.26 |==================== GTX 1070 .. 0.44 |================================== GTX 1080 .. 0.46 |=================================== NeatBench 5 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX . MIN: 25 AVG: 60 MAX: 98 .|------#X##########| . GTX 970 ... MIN: 44 AVG: 58 MAX: 97 . X--------| . GTX 980 ... MIN: 45 AVG: 66 MAX: 126 GTX 1070 .. MIN: 31 AVG: 48 MAX: 115 GTX 1080 .. MIN: 35 AVG: 54 MAX: 127 NeatBench 5 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX . MIN: 46.0 AVG: 48.4 MAX: 51.0 GTX 970 ... MIN: 43.0 AVG: 44.7 MAX: 47.0 GTX 980 ... MIN: 57.0 AVG: 59.0 MAX: 62.0 GTX 1070 .. MIN: 50.0 AVG: 51.9 MAX: 53.0 GTX 1080 .. MIN: 53.0 AVG: 54.8 MAX: 58.0 FinanceBench 2016-06-06 Benchmark: Black-Scholes OpenCL ms < Lower Is Better TITAN RTX ...... 5.701 |==================== GTX 1070 Ti .... 7.298 |========================== GTX 970 ........ 14.196 |================================================== GTX 1660 SUPER . 15.271 |====================================================== GTX 980 ........ 12.101 |=========================================== GTX 1070 ....... 8.968 |================================ GTX 1080 ....... 6.981 |========================= GTX 980 Ti ..... 9.596 |================================== RTX 2080 Ti .... 6.020 |===================== GTX 1060 ....... 13.340 |=============================================== FinanceBench 2016-06-06 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24.7 AVG: 38.8 MAX: 59.6 GTX 970 ........ MIN: 43.9 AVG: 46.2 MAX: 48.4 GTX 1660 SUPER . MIN: 11.4 AVG: 21.7 MAX: 35.0 GTX 980 ........ MIN: 44.4 AVG: 47.8 MAX: 50.0 GTX 1070 ....... MIN: 30.7 AVG: 38.1 MAX: 44.9 GTX 1080 ....... MIN: 34.5 AVG: 38.0 MAX: 41.4 GTX 980 Ti ..... MIN: 69.2 AVG: 77.4 MAX: 86.3 RTX 2080 Ti .... MIN: 6.6 AVG: 29.8 MAX: 53.1 GTX 1060 ....... MIN: 24.0 AVG: 28.5 MAX: 34.9 FinanceBench 2016-06-06 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 41.0 AVG: 42.7 MAX: 44.0 GTX 1070 Ti .... MIN: 39.0 AVG: 39.9 MAX: 41.0 GTX 970 ........ MIN: 39.0 AVG: 39.4 MAX: 40.0 GTX 1660 SUPER . MIN: 45.0 AVG: 46.8 MAX: 49.0 GTX 980 ........ MIN: 50.0 AVG: 52.0 MAX: 54.0 GTX 1070 ....... MIN: 43.0 AVG: 48.7 MAX: 50.0 GTX 1080 ....... MIN: 46.0 AVG: 47.4 MAX: 50.0 GTX 980 Ti ..... MIN: 59.0 AVG: 61.8 MAX: 66.0 RTX 2080 Ti .... MIN: 42.0 AVG: 44.0 MAX: 46.0 GTX 1060 ....... MIN: 40.0 AVG: 42.8 MAX: 46.0 FinanceBench 2016-06-06 Benchmark: Monte-Carlo OpenCL ms < Lower Is Better TITAN RTX ...... 277.23 |================ GTX 1070 Ti .... 754.28 |============================================ GTX 970 ........ 841.19 |================================================= GTX 1660 SUPER . 594.44 |=================================== GTX 980 ........ 749.29 |============================================ GTX 1070 ....... 697.55 |========================================= GTX 1080 ....... 921.68 |====================================================== GTX 980 Ti ..... 660.55 |======================================= RTX 2080 Ti .... 319.91 |=================== GTX 1060 ....... 894.08 |==================================================== FinanceBench 2016-06-06 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 25 AVG: 47 MAX: 124 GTX 970 ........ MIN: 43 AVG: 55 MAX: 78 GTX 1660 SUPER . MIN: 11 AVG: 29 MAX: 80 GTX 980 ........ MIN: 19 AVG: 59 MAX: 84 GTX 1070 ....... MIN: 30 AVG: 48 MAX: 78 GTX 1080 ....... MIN: 33 AVG: 52 MAX: 79 GTX 980 Ti ..... MIN: 21 AVG: 83 MAX: 125 RTX 2080 Ti .... MIN: 6 AVG: 39 MAX: 161 GTX 1060 ....... MIN: 23 AVG: 35 MAX: 58 FinanceBench 2016-06-06 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 40.0 AVG: 41.5 MAX: 44.0 GTX 1070 Ti .... MIN: 39.0 AVG: 39.1 MAX: 40.0 GTX 970 ........ MIN: 38.0 AVG: 40.2 MAX: 41.0 GTX 1660 SUPER . MIN: 46.0 AVG: 50.1 MAX: 55.0 GTX 980 ........ MIN: 49.0 AVG: 51.2 MAX: 53.0 GTX 1070 ....... MIN: 45.0 AVG: 46.9 MAX: 48.0 GTX 1080 ....... MIN: 44.0 AVG: 46.8 MAX: 48.0 GTX 980 Ti ..... MIN: 57.0 AVG: 59.5 MAX: 61.0 RTX 2080 Ti .... MIN: 40.0 AVG: 41.3 MAX: 44.0 GTX 1060 ....... MIN: 39.0 AVG: 41.3 MAX: 43.0 PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL FPS > Higher Is Better TITAN RTX ...... 2856.83 |===================================================== GTX 1070 Ti .... 1485.78 |============================ GTX 970 ........ 910.91 |================= GTX 1660 SUPER . 1380.68 |========================== GTX 980 ........ 1053.49 |==================== GTX 1070 ....... 1392.46 |========================== GTX 1080 ....... 1665.72 |=============================== GTX 980 Ti ..... 1290.48 |======================== RTX 2080 Ti .... 2751.85 |=================================================== GTX 1060 ....... 987.07 |================== PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL FPS Per Watt > Higher Is Better TITAN RTX ...... 50.71 |=================================================== GTX 970 ........ 12.30 |============ GTX 1660 SUPER . 28.52 |============================ GTX 980 ........ 13.58 |============== GTX 1070 ....... 22.95 |======================= GTX 1080 ....... 26.42 |========================== GTX 980 Ti ..... 13.25 |============= RTX 2080 Ti .... 55.22 |======================================================= GTX 1060 ....... 21.41 |===================== PlaidML GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24 AVG: 56 MAX: 82 GTX 970 ........ MIN: 44 AVG: 74 MAX: 114 GTX 1660 SUPER . MIN: 12 AVG: 48 MAX: 91 GTX 980 ........ MIN: 44 AVG: 78 MAX: 127 GTX 1070 ....... MIN: 31 AVG: 61 MAX: 115 GTX 1080 ....... MIN: 35 AVG: 63 MAX: 123 GTX 980 Ti ..... MIN: 70 AVG: 97 MAX: 151 RTX 2080 Ti .... MIN: 7 AVG: 50 MAX: 78 GTX 1060 ....... MIN: 24 AVG: 46 MAX: 93 PlaidML GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 37.0 AVG: 38.9 MAX: 40.0 GTX 1070 Ti .... MIN: 38.0 AVG: 40.1 MAX: 42.0 GTX 970 ........ MIN: 41.0 AVG: 44.8 MAX: 51.0 GTX 1660 SUPER . MIN: 44.0 AVG: 50.7 MAX: 60.0 GTX 980 ........ MIN: 51.0 AVG: 54.7 MAX: 60.0 GTX 1070 ....... MIN: 48.0 AVG: 50.4 MAX: 54.0 GTX 1080 ....... MIN: 48.0 AVG: 50.9 MAX: 54.0 GTX 980 Ti ..... MIN: 61.0 AVG: 63.4 MAX: 68.0 RTX 2080 Ti .... MIN: 39.0 AVG: 40.6 MAX: 42.0 GTX 1060 ....... MIN: 41.0 AVG: 44.1 MAX: 48.0 PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL FPS > Higher Is Better TITAN RTX ...... 198.37 |====================================================== GTX 1070 Ti .... 99.64 |=========================== GTX 970 ........ 73.25 |==================== GTX 1660 SUPER . 111.39 |============================== GTX 980 ........ 80.47 |====================== GTX 1070 ....... 103.79 |============================ GTX 1080 ....... 99.82 |=========================== GTX 980 Ti ..... 89.28 |======================== RTX 2080 Ti .... 187.73 |=================================================== GTX 1060 ....... 83.52 |======================= PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL FPS Per Watt > Higher Is Better TITAN RTX ...... 2.13 |======================================================== GTX 970 ........ 0.92 |======================== GTX 1660 SUPER . 1.79 |=============================================== GTX 980 ........ 0.91 |======================== GTX 1070 ....... 1.46 |====================================== GTX 1080 ....... 1.35 |=================================== GTX 980 Ti ..... 0.77 |==================== RTX 2080 Ti .... 1.99 |==================================================== GTX 1060 ....... 1.56 |========================================= PlaidML GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24 AVG: 93 MAX: 165 GTX 970 ........ MIN: 44 AVG: 80 MAX: 103 GTX 1660 SUPER . MIN: 11 AVG: 62 MAX: 93 GTX 980 ........ MIN: 46 AVG: 89 MAX: 115 GTX 1070 ....... MIN: 32 AVG: 71 MAX: 115 GTX 1080 ....... MIN: 35 AVG: 74 MAX: 119 GTX 980 Ti ..... MIN: 70 AVG: 115 MAX: 143 RTX 2080 Ti .... MIN: 6 AVG: 94 MAX: 159 GTX 1060 ....... MIN: 23 AVG: 54 MAX: 86 PlaidML GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 36.0 AVG: 42.2 MAX: 49.0 GTX 1070 Ti .... MIN: 39.0 AVG: 42.1 MAX: 45.0 GTX 970 ........ MIN: 40.0 AVG: 47.2 MAX: 52.0 GTX 1660 SUPER . MIN: 42.0 AVG: 51.4 MAX: 57.0 GTX 980 ........ MIN: 53.0 AVG: 59.6 MAX: 65.0 GTX 1070 ....... MIN: 49.0 AVG: 54.4 MAX: 58.0 GTX 1080 ....... MIN: 52.0 AVG: 55.2 MAX: 59.0 GTX 980 Ti ..... MIN: 65.0 AVG: 68.9 MAX: 72.0 RTX 2080 Ti .... MIN: 39.0 AVG: 43.9 MAX: 50.0 GTX 1060 ....... MIN: 41.0 AVG: 47.1 MAX: 52.0 PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL FPS > Higher Is Better TITAN RTX ...... 2544.67 |===================================================== GTX 1070 Ti .... 1070.90 |====================== GTX 970 ........ 716.82 |=============== GTX 1660 SUPER . 1080.11 |====================== GTX 980 ........ 810.50 |================= GTX 1070 ....... 1052.64 |====================== GTX 1080 ....... 1154.13 |======================== GTX 980 Ti ..... 1029.36 |===================== RTX 2080 Ti .... 2406.16 |================================================== GTX 1060 ....... 775.73 |================ PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL FPS Per Watt > Higher Is Better TITAN RTX ...... 29.05 |================================================== GTX 970 ........ 8.87 |=============== GTX 1660 SUPER . 20.26 |=================================== GTX 980 ........ 9.15 |================ GTX 1070 ....... 15.79 |=========================== GTX 1080 ....... 16.07 |=========================== GTX 980 Ti ..... 8.96 |=============== RTX 2080 Ti .... 32.19 |======================================================= GTX 1060 ....... 14.83 |========================= PlaidML GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 32 AVG: 88 MAX: 201 GTX 970 ........ MIN: 44 AVG: 81 MAX: 132 GTX 1660 SUPER . MIN: 11 AVG: 53 MAX: 107 GTX 980 ........ MIN: 45 AVG: 89 MAX: 148 GTX 1070 ....... MIN: 36 AVG: 67 MAX: 134 GTX 1080 ....... MIN: 35 AVG: 72 MAX: 131 GTX 980 Ti ..... MIN: 71 AVG: 115 MAX: 180 RTX 2080 Ti .... MIN: 8 AVG: 75 MAX: 183 GTX 1060 ....... MIN: 24 AVG: 52 MAX: 100 PlaidML GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 55.0 AVG: 58.6 MAX: 63.0 GTX 1070 Ti .... MIN: 41.0 AVG: 42.8 MAX: 45.0 GTX 970 ........ MIN: 43.0 AVG: 48.1 MAX: 54.0 GTX 1660 SUPER . MIN: 42.0 AVG: 49.7 MAX: 59.0 GTX 980 ........ MIN: 58.0 AVG: 61.8 MAX: 66.0 GTX 1070 ....... MIN: 54.0 AVG: 56.1 MAX: 58.0 GTX 1080 ....... MIN: 55.0 AVG: 56.4 MAX: 58.0 GTX 980 Ti ..... MIN: 67.0 AVG: 69.2 MAX: 72.0 RTX 2080 Ti .... MIN: 44.0 AVG: 45.9 MAX: 49.0 GTX 1060 ....... MIN: 45.0 AVG: 48.4 MAX: 52.0 PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL FPS > Higher Is Better TITAN RTX ...... 355.85 |====================================================== GTX 1070 Ti .... 159.43 |======================== GTX 970 ........ 97.83 |=============== GTX 1660 SUPER . 135.31 |===================== GTX 980 ........ 109.50 |================= GTX 1070 ....... 151.71 |======================= GTX 1080 ....... 190.14 |============================= GTX 980 Ti ..... 138.33 |===================== RTX 2080 Ti .... 353.54 |====================================================== GTX 1060 ....... 108.56 |================ PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL FPS Per Watt > Higher Is Better TITAN RTX ...... 2.86 |=========================================== GTX 970 ........ 0.87 |============= GTX 1660 SUPER . 1.84 |============================ GTX 980 ........ 0.90 |============== GTX 1070 ....... 1.74 |========================== GTX 1080 ....... 1.96 |============================= GTX 980 Ti ..... 0.95 |============== RTX 2080 Ti .... 3.73 |======================================================== GTX 1060 ....... 1.43 |===================== PlaidML GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 27 AVG: 125 MAX: 261 GTX 970 ........ MIN: 44 AVG: 112 MAX: 154 GTX 1660 SUPER . MIN: 12 AVG: 74 MAX: 124 GTX 980 ........ MIN: 46 AVG: 122 MAX: 175 GTX 1070 ....... MIN: 34 AVG: 87 MAX: 150 GTX 1080 ....... MIN: 38 AVG: 97 MAX: 186 GTX 980 Ti ..... MIN: 71 AVG: 145 MAX: 205 RTX 2080 Ti .... MIN: 6 AVG: 95 MAX: 228 GTX 1060 ....... MIN: 27 AVG: 76 MAX: 118 PlaidML GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 51 AVG: 55 MAX: 62 GTX 1070 Ti .... MIN: 41 AVG: 45 MAX: 50 GTX 970 ........ MIN: 42 AVG: 55 MAX: 65 GTX 1660 SUPER . MIN: 43 AVG: 54 MAX: 62 GTX 980 ........ MIN: 56 AVG: 67 MAX: 75 GTX 1070 ....... MIN: 52 AVG: 58 MAX: 65 GTX 1080 ....... MIN: 53 AVG: 59 MAX: 67 GTX 980 Ti ..... MIN: 64 AVG: 72 MAX: 80 RTX 2080 Ti .... MIN: 43 AVG: 47 MAX: 54 GTX 1060 ....... MIN: 44 AVG: 53 MAX: 61 PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL FPS > Higher Is Better TITAN RTX ...... 227.30 |====================================================== GTX 1070 Ti .... 108.23 |========================== GTX 970 ........ 73.89 |================== GTX 1660 SUPER . 100.51 |======================== GTX 980 ........ 82.21 |==================== GTX 1070 ....... 108.46 |========================== GTX 1080 ....... 112.28 |=========================== GTX 980 Ti ..... 99.84 |======================== RTX 2080 Ti .... 212.11 |================================================== GTX 1060 ....... 79.13 |=================== PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL FPS Per Watt > Higher Is Better TITAN RTX ...... 2.12 |======================================================= GTX 970 ........ 0.81 |===================== GTX 1660 SUPER . 1.70 |============================================ GTX 980 ........ 0.82 |===================== GTX 1070 ....... 1.63 |========================================== GTX 1080 ....... 1.40 |==================================== GTX 980 Ti ..... 1.04 |=========================== RTX 2080 Ti .... 2.17 |======================================================== GTX 1060 ....... 1.29 |================================= PlaidML GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 27 AVG: 107 MAX: 219 GTX 970 ........ MIN: 44 AVG: 91 MAX: 130 GTX 1660 SUPER . MIN: 11 AVG: 59 MAX: 110 GTX 980 ........ MIN: 46 AVG: 100 MAX: 147 GTX 1070 ....... MIN: 33 AVG: 67 MAX: 136 GTX 1080 ....... MIN: 35 AVG: 80 MAX: 151 GTX 980 Ti ..... MIN: 16 AVG: 96 MAX: 177 RTX 2080 Ti .... MIN: 7 AVG: 98 MAX: 204 GTX 1060 ....... MIN: 25 AVG: 62 MAX: 105 PlaidML GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 50.0 AVG: 53.6 MAX: 60.0 GTX 1070 Ti .... MIN: 41.0 AVG: 44.3 MAX: 48.0 GTX 970 ........ MIN: 42.0 AVG: 51.8 MAX: 59.0 GTX 1660 SUPER . MIN: 43.0 AVG: 51.2 MAX: 61.0 GTX 980 ........ MIN: 56.0 AVG: 64.4 MAX: 71.0 GTX 1070 ....... MIN: 51.0 AVG: 55.3 MAX: 61.0 GTX 1080 ....... MIN: 51.0 AVG: 57.6 MAX: 63.0 GTX 980 Ti ..... MIN: 57.0 AVG: 64.8 MAX: 73.0 RTX 2080 Ti .... MIN: 45.0 AVG: 48.4 MAX: 55.0 GTX 1060 ....... MIN: 44.0 AVG: 51.5 MAX: 58.0 PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL FPS > Higher Is Better TITAN RTX ...... 775.69 |====================================================== GTX 1070 Ti .... 331.84 |======================= GTX 970 ........ 203.08 |============== GTX 1660 SUPER . 298.77 |===================== GTX 980 ........ 228.46 |================ GTX 1070 ....... 314.83 |====================== GTX 1080 ....... 398.82 |============================ GTX 980 Ti ..... 267.88 |=================== RTX 2080 Ti .... 753.75 |==================================================== GTX 1060 ....... 227.23 |================ PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL FPS Per Watt > Higher Is Better TITAN RTX ...... 7.85 |====================================================== GTX 970 ........ 2.10 |============== GTX 1660 SUPER . 5.13 |=================================== GTX 980 ........ 2.18 |=============== GTX 1070 ....... 3.83 |========================== GTX 1080 ....... 4.96 |================================== GTX 980 Ti ..... 2.10 |============== RTX 2080 Ti .... 8.14 |======================================================== GTX 1060 ....... 3.48 |======================== PlaidML GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 26 AVG: 99 MAX: 176 GTX 970 ........ MIN: 44 AVG: 97 MAX: 130 GTX 1660 SUPER . MIN: 12 AVG: 58 MAX: 91 GTX 980 ........ MIN: 45 AVG: 105 MAX: 148 GTX 1070 ....... MIN: 36 AVG: 82 MAX: 155 GTX 1080 ....... MIN: 35 AVG: 80 MAX: 160 GTX 980 Ti ..... MIN: 70 AVG: 128 MAX: 178 RTX 2080 Ti .... MIN: 8 AVG: 93 MAX: 172 GTX 1060 ....... MIN: 25 AVG: 65 MAX: 103 PlaidML GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 51.0 AVG: 53.5 MAX: 56.0 GTX 1070 Ti .... MIN: 43.0 AVG: 45.1 MAX: 47.0 GTX 970 ........ MIN: 46.0 AVG: 54.0 MAX: 59.0 GTX 1660 SUPER . MIN: 43.0 AVG: 51.5 MAX: 57.0 GTX 980 ........ MIN: 60.0 AVG: 66.7 MAX: 71.0 GTX 1070 ....... MIN: 55.0 AVG: 59.6 MAX: 63.0 GTX 1080 ....... MIN: 56.0 AVG: 59.1 MAX: 62.0 GTX 980 Ti ..... MIN: 65.0 AVG: 70.1 MAX: 74.0 RTX 2080 Ti .... MIN: 47.0 AVG: 50.2 MAX: 53.0 GTX 1060 ....... MIN: 48.0 AVG: 52.9 MAX: 56.0 PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL FPS > Higher Is Better TITAN RTX ...... 248.79 |====================================================== GTX 1070 Ti .... 116.89 |========================= GTX 970 ........ 64.53 |============== GTX 1660 SUPER . 86.61 |=================== GTX 980 ........ 72.21 |================ GTX 1070 ....... 99.88 |====================== GTX 1080 ....... 131.34 |============================= GTX 980 Ti ..... 90.74 |==================== RTX 2080 Ti .... 237.29 |==================================================== GTX 1060 ....... 71.78 |================ PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL FPS Per Watt > Higher Is Better TITAN RTX ...... 1.36 |========================================= GTX 970 ........ 0.49 |=============== GTX 1660 SUPER . 0.99 |============================== GTX 980 ........ 0.57 |================= GTX 1070 ....... 1.01 |=============================== GTX 1080 ....... 1.14 |=================================== GTX 980 Ti ..... 0.51 |================ RTX 2080 Ti .... 1.84 |======================================================== GTX 1060 ....... 0.80 |======================== PlaidML GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 25 AVG: 182 MAX: 288 GTX 970 ........ MIN: 16 AVG: 131 MAX: 177 GTX 1660 SUPER . MIN: 11 AVG: 88 MAX: 128 GTX 980 ........ MIN: 16 AVG: 127 MAX: 185 GTX 1070 ....... MIN: 31 AVG: 99 MAX: 148 GTX 1080 ....... MIN: 33 AVG: 116 MAX: 191 GTX 980 Ti ..... MIN: 21 AVG: 180 MAX: 250 RTX 2080 Ti .... MIN: 8 AVG: 129 MAX: 274 GTX 1060 ....... MIN: 24 AVG: 89 MAX: 128 PlaidML GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 49 AVG: 57 MAX: 64 GTX 1070 Ti .... MIN: 41 AVG: 49 MAX: 56 GTX 970 ........ MIN: 42 AVG: 61 MAX: 72 GTX 1660 SUPER . MIN: 42 AVG: 58 MAX: 67 GTX 980 ........ MIN: 54 AVG: 69 MAX: 80 GTX 1070 ....... MIN: 54 AVG: 62 MAX: 70 GTX 1080 ....... MIN: 54 AVG: 63 MAX: 72 GTX 980 Ti ..... MIN: 64 AVG: 77 MAX: 85 RTX 2080 Ti .... MIN: 45 AVG: 51 MAX: 59 GTX 1060 ....... MIN: 45 AVG: 57 MAX: 65 PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL FPS > Higher Is Better TITAN RTX ...... 196.63 |====================================================== GTX 1070 Ti .... 92.87 |========================== GTX 970 ........ 51.14 |============== GTX 1660 SUPER . 68.81 |=================== GTX 980 ........ 56.60 |================ GTX 1070 ....... 79.12 |====================== GTX 1080 ....... 103.83 |============================= GTX 980 Ti ..... 71.18 |==================== RTX 2080 Ti .... 187.92 |==================================================== GTX 1060 ....... 56.62 |================ PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL FPS Per Watt > Higher Is Better TITAN RTX ...... 1.00 |========================================== GTX 970 ........ 0.38 |================ GTX 1660 SUPER . 0.73 |=============================== GTX 980 ........ 0.43 |================== GTX 1070 ....... 0.76 |================================ GTX 1080 ....... 0.85 |==================================== GTX 980 Ti ..... 0.39 |================ RTX 2080 Ti .... 1.34 |======================================================== GTX 1060 ....... 0.61 |========================= PlaidML GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 28 AVG: 196 MAX: 282 GTX 970 ........ MIN: 18 AVG: 136 MAX: 174 GTX 1660 SUPER . MIN: 11 AVG: 94 MAX: 128 GTX 980 ........ MIN: 16 AVG: 131 MAX: 192 GTX 1070 ....... MIN: 10 AVG: 104 MAX: 151 GTX 1080 ....... MIN: 11 AVG: 122 MAX: 196 GTX 980 Ti ..... MIN: 19 AVG: 183 MAX: 253 RTX 2080 Ti .... MIN: 7 AVG: 140 MAX: 260 GTX 1060 ....... MIN: 24 AVG: 93 MAX: 127 PlaidML GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 54 AVG: 62 MAX: 67 GTX 1070 Ti .... MIN: 43 AVG: 52 MAX: 58 GTX 970 ........ MIN: 45 AVG: 65 MAX: 74 GTX 1660 SUPER . MIN: 43 AVG: 59 MAX: 67 GTX 980 ........ MIN: 56 AVG: 72 MAX: 80 GTX 1070 ....... MIN: 56 AVG: 65 MAX: 72 GTX 1080 ....... MIN: 57 AVG: 67 MAX: 75 GTX 980 Ti ..... MIN: 63 AVG: 78 MAX: 85 RTX 2080 Ti .... MIN: 47 AVG: 54 MAX: 63 GTX 1060 ....... MIN: 49 AVG: 61 MAX: 67 LeelaChessZero 0.26 Backend: OpenCL Nodes Per Second > Higher Is Better TITAN RTX ...... 22424 |======================================================= GTX 1070 Ti .... 9947 |======================== GTX 970 ........ 5163 |============= GTX 1660 SUPER . 7366 |================== GTX 980 ........ 6265 |=============== GTX 1070 ....... 9750 |======================== GTX 1080 ....... 12662 |=============================== GTX 980 Ti ..... 8283 |==================== RTX 2080 Ti .... 21839 |====================================================== GTX 1060 ....... 5933 |=============== LeelaChessZero 0.26 Backend: OpenCL Nodes Per Second Per Watt > Higher Is Better TITAN RTX ...... 92.25 |======================================================= GTX 970 ........ 34.48 |===================== GTX 1660 SUPER . 61.68 |===================================== GTX 980 ........ 38.04 |======================= GTX 1070 ....... 68.72 |========================================= GTX 1080 ....... 73.86 |============================================ GTX 980 Ti ..... 39.09 |======================= RTX 2080 Ti .... 90.17 |====================================================== GTX 1060 ....... 53.83 |================================ LeelaChessZero 0.26 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 29 AVG: 243 MAX: 286 GTX 970 ........ MIN: 45 AVG: 150 MAX: 167 GTX 1660 SUPER . MIN: 13 AVG: 119 MAX: 128 GTX 980 ........ MIN: 46 AVG: 165 MAX: 179 GTX 1070 ....... MIN: 32 AVG: 142 MAX: 158 GTX 1080 ....... MIN: 38 AVG: 171 MAX: 192 GTX 980 Ti ..... MIN: 72 AVG: 212 MAX: 234 RTX 2080 Ti .... MIN: 8 AVG: 242 MAX: 270 GTX 1060 ....... MIN: 25 AVG: 110 MAX: 121 LeelaChessZero 0.26 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 51 AVG: 74 MAX: 77 GTX 1070 Ti .... MIN: 42 AVG: 55 MAX: 57 GTX 970 ........ MIN: 43 AVG: 68 MAX: 71 GTX 1660 SUPER . MIN: 44 AVG: 67 MAX: 68 GTX 980 ........ MIN: 66 AVG: 79 MAX: 80 GTX 1070 ....... MIN: 62 AVG: 77 MAX: 78 GTX 1080 ....... MIN: 64 AVG: 81 MAX: 83 GTX 980 Ti ..... MIN: 70 AVG: 82 MAX: 84 RTX 2080 Ti .... MIN: 52 AVG: 76 MAX: 78 GTX 1060 ....... MIN: 55 AVG: 68 MAX: 69 Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster Test Cases Per Minute > Higher Is Better TITAN RTX ...... 2279.14 |==================================================== GTX 1070 Ti .... 2223.78 |================================================== GTX 970 ........ 1928.88 |============================================ GTX 1660 SUPER . 2175.96 |================================================= GTX 980 ........ 1976.41 |============================================= GTX 1070 ....... 2243.10 |=================================================== GTX 1080 ....... 2345.38 |===================================================== GTX 980 Ti ..... 1908.81 |=========================================== RTX 2080 Ti .... 2268.23 |=================================================== GTX 1060 ....... 2076.48 |=============================================== Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Euclidean Cluster Test Cases Per Minute Per Watt > Higher Is Better TITAN RTX ...... 28.96 |=============================== GTX 970 ........ 29.64 |================================ GTX 1660 SUPER . 51.35 |======================================================= GTX 980 ........ 26.69 |============================= GTX 1070 ....... 41.02 |============================================ GTX 1080 ....... 39.70 |=========================================== GTX 980 Ti ..... 20.15 |====================== RTX 2080 Ti .... 31.67 |================================== GTX 1060 ....... 50.12 |====================================================== Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 27 AVG: 79 MAX: 112 GTX 970 ........ MIN: 44 AVG: 65 MAX: 78 GTX 1660 SUPER . MIN: 11 AVG: 42 MAX: 58 GTX 980 ........ MIN: 46 AVG: 74 MAX: 87 GTX 1070 ....... MIN: 32 AVG: 55 MAX: 72 GTX 1080 ....... MIN: 36 AVG: 59 MAX: 83 GTX 980 Ti ..... MIN: 69 AVG: 95 MAX: 107 RTX 2080 Ti .... MIN: 10 AVG: 72 MAX: 105 GTX 1060 ....... MIN: 25 AVG: 41 MAX: 58 Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 51.0 AVG: 53.7 MAX: 56.0 GTX 1070 Ti .... MIN: 43.0 AVG: 45.7 MAX: 49.0 GTX 970 ........ MIN: 47.0 AVG: 50.9 MAX: 54.0 GTX 1660 SUPER . MIN: 43.0 AVG: 48.4 MAX: 54.0 GTX 980 ........ MIN: 62.0 AVG: 64.5 MAX: 68.0 GTX 1070 ....... MIN: 57.0 AVG: 61.9 MAX: 67.0 GTX 1080 ....... MIN: 59.0 AVG: 63.5 MAX: 71.0 GTX 980 Ti ..... MIN: 65.0 AVG: 67.3 MAX: 70.0 RTX 2080 Ti .... MIN: 56.0 AVG: 61.1 MAX: 66.0 GTX 1060 ....... MIN: 49.0 AVG: 52.3 MAX: 57.0 Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping Test Cases Per Minute > Higher Is Better TITAN RTX ...... 343.61 |===================================================== GTX 1070 Ti .... 349.12 |====================================================== GTX 970 ........ 324.70 |================================================== GTX 1660 SUPER . 320.97 |================================================= GTX 980 ........ 333.52 |=================================================== GTX 1070 ....... 345.44 |===================================================== GTX 1080 ....... 348.29 |====================================================== GTX 980 Ti ..... 339.21 |==================================================== RTX 2080 Ti .... 350.37 |====================================================== GTX 1060 ....... 333.47 |=================================================== Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: NDT Mapping Test Cases Per Minute Per Watt > Higher Is Better TITAN RTX ...... 5.52 |================================ GTX 970 ........ 5.77 |================================= GTX 1660 SUPER . 7.81 |============================================= GTX 980 ........ 5.29 |=============================== GTX 1070 ....... 7.33 |========================================== GTX 1080 ....... 7.18 |========================================= GTX 980 Ti ..... 3.93 |======================= RTX 2080 Ti .... 6.35 |===================================== GTX 1060 ....... 9.71 |======================================================== Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 26 AVG: 62 MAX: 95 GTX 970 ........ MIN: 44 AVG: 56 MAX: 72 GTX 1660 SUPER . MIN: 12 AVG: 41 MAX: 70 GTX 980 ........ MIN: 45 AVG: 63 MAX: 78 GTX 1070 ....... MIN: 31 AVG: 47 MAX: 92 GTX 1080 ....... MIN: 35 AVG: 48 MAX: 109 GTX 980 Ti ..... MIN: 69 AVG: 86 MAX: 106 RTX 2080 Ti .... MIN: 9 AVG: 55 MAX: 92 GTX 1060 ....... MIN: 27 AVG: 34 MAX: 74 Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 47.0 AVG: 48.3 MAX: 50.0 GTX 1070 Ti .... MIN: 40.0 AVG: 41.2 MAX: 42.0 GTX 970 ........ MIN: 41.0 AVG: 43.6 MAX: 46.0 GTX 1660 SUPER . MIN: 47.0 AVG: 51.2 MAX: 57.0 GTX 980 ........ MIN: 55.0 AVG: 57.1 MAX: 60.0 GTX 1070 ....... MIN: 50.0 AVG: 53.1 MAX: 56.0 GTX 1080 ....... MIN: 51.0 AVG: 53.8 MAX: 57.0 GTX 980 Ti ..... MIN: 62.0 AVG: 62.9 MAX: 64.0 RTX 2080 Ti .... MIN: 49.0 AVG: 51.1 MAX: 54.0 GTX 1060 ....... MIN: 42.0 AVG: 44.0 MAX: 47.0 Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image Test Cases Per Minute > Higher Is Better TITAN RTX ...... 12538.25 |=============================================== GTX 1070 Ti .... 13281.77 |================================================== GTX 970 ........ 11485.50 |=========================================== GTX 1660 SUPER . 13933.27 |==================================================== GTX 980 ........ 11735.84 |============================================ GTX 1070 ....... 13045.86 |================================================= GTX 1080 ....... 13141.73 |================================================= GTX 980 Ti ..... 11829.86 |============================================ RTX 2080 Ti .... 13045.03 |================================================= GTX 1060 ....... 11766.29 |============================================ Darmstadt Automotive Parallel Heterogeneous Suite Backend: OpenCL - Kernel: Points2Image Test Cases Per Minute Per Watt > Higher Is Better TITAN RTX ...... 220.84 |=========================== GTX 970 ........ 256.73 |================================ GTX 1660 SUPER . 406.63 |================================================== GTX 980 ........ 251.61 |=============================== GTX 1070 ....... 371.80 |============================================== GTX 1080 ....... 337.43 |========================================== GTX 980 Ti ..... 168.61 |===================== RTX 2080 Ti .... 254.74 |=============================== GTX 1060 ....... 438.08 |====================================================== Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24.8 AVG: 56.8 MAX: 59.5 GTX 970 ........ MIN: 44.5 AVG: 44.7 MAX: 46.5 GTX 1660 SUPER . MIN: 11.7 AVG: 34.3 MAX: 37.1 GTX 980 ........ MIN: 44.3 AVG: 46.6 MAX: 49.3 GTX 1070 ....... MIN: 30.6 AVG: 35.1 MAX: 47.5 GTX 1080 ....... MIN: 33.0 AVG: 38.9 MAX: 41.4 GTX 980 Ti ..... MIN: 69.0 AVG: 70.2 MAX: 72.0 RTX 2080 Ti .... MIN: 7.1 AVG: 51.2 MAX: 53.0 GTX 1060 ....... MIN: 23.8 AVG: 26.9 MAX: 34.5 Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 42.0 AVG: 43.8 MAX: 45.0 GTX 1070 Ti .... MIN: 39.0 AVG: 40.0 MAX: 40.0 GTX 970 ........ MIN: 37.0 AVG: 38.2 MAX: 41.0 GTX 1660 SUPER . MIN: 45.0 AVG: 51.4 MAX: 55.0 GTX 980 ........ MIN: 48.0 AVG: 49.6 MAX: 54.0 GTX 1070 ....... MIN: 44.0 AVG: 46.0 MAX: 51.0 GTX 1080 ....... MIN: 46.0 AVG: 47.1 MAX: 51.0 GTX 980 Ti ..... MIN: 58.0 AVG: 59.3 MAX: 62.0 RTX 2080 Ti .... MIN: 43.0 AVG: 44.8 MAX: 47.0 GTX 1060 ....... MIN: 37.0 AVG: 38.6 MAX: 43.0 Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster Test Cases Per Minute > Higher Is Better TITAN RTX ...... 1434.17 |==================================================== GTX 1070 Ti .... 1204.77 |============================================ GTX 970 ........ 979.33 |=================================== GTX 1660 SUPER . 1466.24 |===================================================== GTX 980 ........ 1019.04 |===================================== GTX 1070 ....... 1231.44 |============================================= GTX 1080 ....... 1218.56 |============================================ GTX 980 Ti ..... 976.75 |=================================== RTX 2080 Ti .... 1436.62 |==================================================== GTX 1060 ....... 1253.43 |============================================= Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Euclidean Cluster Test Cases Per Minute Per Watt > Higher Is Better TITAN RTX ...... 17.04 |========================== GTX 970 ........ 27.45 |========================================== GTX 1660 SUPER . 33.75 |==================================================== GTX 980 ........ 27.34 |========================================== GTX 1070 ....... 26.98 |========================================== GTX 1080 ....... 25.10 |======================================= GTX 980 Ti ..... 18.15 |============================ RTX 2080 Ti .... 19.02 |============================= GTX 1060 ....... 35.54 |======================================================= Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 25 AVG: 84 MAX: 99 GTX 970 ........ MIN: 16 AVG: 36 MAX: 45 GTX 1660 SUPER . MIN: 11 AVG: 43 MAX: 53 GTX 980 ........ MIN: 16 AVG: 37 MAX: 46 GTX 1070 ....... MIN: 8 AVG: 46 MAX: 59 GTX 1080 ....... MIN: 7 AVG: 49 MAX: 62 GTX 980 Ti ..... MIN: 16 AVG: 54 MAX: 70 RTX 2080 Ti .... MIN: 6 AVG: 76 MAX: 91 GTX 1060 ....... MIN: 6 AVG: 35 MAX: 51 Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 41.0 AVG: 44.6 MAX: 47.0 GTX 1070 Ti .... MIN: 38.0 AVG: 39.5 MAX: 40.0 GTX 970 ........ MIN: 34.0 AVG: 35.7 MAX: 37.0 GTX 1660 SUPER . MIN: 46.0 AVG: 51.5 MAX: 56.0 GTX 980 ........ MIN: 44.0 AVG: 45.9 MAX: 47.0 GTX 1070 ....... MIN: 42.0 AVG: 45.8 MAX: 48.0 GTX 1080 ....... MIN: 43.0 AVG: 46.5 MAX: 48.0 GTX 980 Ti ..... MIN: 55.0 AVG: 56.8 MAX: 58.0 RTX 2080 Ti .... MIN: 41.0 AVG: 44.9 MAX: 47.0 GTX 1060 ....... MIN: 35.0 AVG: 39.1 MAX: 41.0 Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping Test Cases Per Minute > Higher Is Better TITAN RTX ...... 590.63 |===================================================== GTX 1660 SUPER . 563.13 |================================================== RTX 2080 Ti .... 606.75 |====================================================== Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: NDT Mapping Test Cases Per Minute Per Watt > Higher Is Better TITAN RTX ...... 10.03 |====================================== GTX 1660 SUPER . 14.54 |======================================================= RTX 2080 Ti .... 11.99 |============================================= Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24.5 AVG: 58.9 MAX: 81.2 GTX 1660 SUPER . MIN: 11.4 AVG: 38.7 MAX: 56.2 RTX 2080 Ti .... MIN: 7.3 AVG: 50.6 MAX: 70.5 Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 42.0 AVG: 43.0 MAX: 44.0 GTX 1660 SUPER . MIN: 44.0 AVG: 51.0 MAX: 55.0 RTX 2080 Ti .... MIN: 42.0 AVG: 43.1 MAX: 44.0 Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image Test Cases Per Minute > Higher Is Better TITAN RTX ...... 29401.51 |==================================================== GTX 1660 SUPER . 29306.13 |==================================================== RTX 2080 Ti .... 28816.82 |=================================================== Darmstadt Automotive Parallel Heterogeneous Suite Backend: NVIDIA CUDA - Kernel: Points2Image Test Cases Per Minute Per Watt > Higher Is Better TITAN RTX ...... 519.29 |================================= GTX 1660 SUPER . 852.82 |====================================================== RTX 2080 Ti .... 565.26 |==================================== Darmstadt Automotive Parallel Heterogeneous Suite GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24.6 AVG: 56.6 MAX: 59.0 GTX 1660 SUPER . MIN: 11.5 AVG: 34.4 MAX: 37.5 RTX 2080 Ti .... MIN: 6.5 AVG: 51.0 MAX: 52.9 Darmstadt Automotive Parallel Heterogeneous Suite GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 41.0 AVG: 42.0 MAX: 42.0 GTX 1660 SUPER . MIN: 47.0 AVG: 51.9 MAX: 55.0 RTX 2080 Ti .... MIN: 41.0 AVG: 42.0 MAX: 42.0 Darktable 3.0.1 Test: Boat - Acceleration: OpenCL Seconds < Lower Is Better TITAN RTX ...... 1.491 |=================== GTX 1070 Ti .... 2.741 |=================================== GTX 970 ........ 4.311 |======================================================= GTX 1660 SUPER . 2.607 |================================= GTX 980 ........ 3.764 |================================================ GTX 1070 ....... 2.709 |=================================== GTX 1080 ....... 2.546 |================================ GTX 980 Ti ..... 3.017 |====================================== RTX 2080 Ti .... 1.492 |=================== GTX 1060 ....... 3.517 |============================================= Darktable GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX . MIN: 25 AVG: 72 MAX: 237 Darktable GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX . MIN: 40.0 AVG: 42.7 MAX: 48.0 Darktable 3.0.1 Test: Masskrug - Acceleration: OpenCL Seconds < Lower Is Better TITAN RTX ...... 2.792 |================================= GTX 1070 Ti .... 2.998 |==================================== GTX 970 ........ 4.610 |======================================================= GTX 1660 SUPER . 3.030 |==================================== GTX 980 ........ 4.543 |====================================================== GTX 1070 ....... 2.974 |=================================== GTX 1080 ....... 2.974 |=================================== GTX 980 Ti ..... 3.227 |======================================= RTX 2080 Ti .... 2.755 |================================= GTX 1060 ....... 3.169 |====================================== Darktable GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX . MIN: 24.5 AVG: 57.0 MAX: 89.4 Darktable GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX . MIN: 41.0 AVG: 42.1 MAX: 43.0 Darktable 3.0.1 Test: Server Room - Acceleration: OpenCL Seconds < Lower Is Better TITAN RTX ...... 0.767 |=============== GTX 1070 Ti .... 1.166 |====================== GTX 970 ........ 2.862 |======================================================= GTX 1660 SUPER . 1.082 |===================== GTX 980 ........ 2.730 |==================================================== GTX 1070 ....... 1.112 |===================== GTX 1080 ....... 1.095 |===================== GTX 980 Ti ..... 1.398 |=========================== RTX 2080 Ti .... 0.759 |=============== GTX 1060 ....... 1.301 |========================= Darktable GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX . MIN: 25 AVG: 62 MAX: 146 Darktable GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX . MIN: 40.0 AVG: 41.7 MAX: 43.0 Darktable 3.0.1 Test: Server Rack - Acceleration: OpenCL Seconds < Lower Is Better TITAN RTX ...... 0.103 |=================================== GTX 1070 Ti .... 0.117 |======================================= GTX 970 ........ 0.163 |======================================================= GTX 1660 SUPER . 0.104 |=================================== GTX 980 ........ 0.162 |====================================================== GTX 1070 ....... 0.117 |======================================= GTX 1080 ....... 0.111 |===================================== GTX 980 Ti ..... 0.164 |======================================================= RTX 2080 Ti .... 0.100 |================================== GTX 1060 ....... 0.124 |========================================== Darktable GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX . MIN: 24.5 AVG: 39.6 MAX: 59.1 Darktable GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX . MIN: 39.0 AVG: 39.8 MAX: 41.0 cl-mem 2017-01-13 Benchmark: Read GB/s > Higher Is Better TITAN RTX ...... 567.7 |======================================================= GTX 1070 Ti .... 206.2 |==================== GTX 970 ........ 144.6 |============== GTX 1660 SUPER . 296.6 |============================= GTX 980 ........ 165.3 |================ GTX 1070 ....... 206.2 |==================== GTX 1080 ....... 229.6 |====================== GTX 980 Ti ..... 266.0 |========================== RTX 2080 Ti .... 545.7 |===================================================== GTX 1060 ....... 154.4 |=============== cl-mem 2017-01-13 Benchmark: Read GB/s Per Watt > Higher Is Better TITAN RTX ...... 5.58 |======================================================== GTX 970 ........ 2.03 |==================== GTX 1660 SUPER . 4.45 |============================================= GTX 980 ........ 2.27 |======================= GTX 1070 ....... 3.01 |============================== GTX 1080 ....... 3.10 |=============================== GTX 980 Ti ..... 2.30 |======================= RTX 2080 Ti .... 5.33 |===================================================== GTX 1060 ....... 2.98 |============================== cl-mem 2017-01-13 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 24 AVG: 102 MAX: 176 GTX 970 ........ MIN: 46 AVG: 71 MAX: 89 GTX 1660 SUPER . MIN: 11 AVG: 67 MAX: 106 GTX 980 ........ MIN: 16 AVG: 73 MAX: 100 GTX 1070 ....... MIN: 8 AVG: 68 MAX: 89 GTX 1080 ....... MIN: 8 AVG: 74 MAX: 98 GTX 980 Ti ..... MIN: 70 AVG: 115 MAX: 147 RTX 2080 Ti .... MIN: 6 AVG: 102 MAX: 178 GTX 1060 ....... MIN: 6 AVG: 52 MAX: 66 cl-mem 2017-01-13 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 38.0 AVG: 44.0 MAX: 49.0 GTX 1070 Ti .... MIN: 37.0 AVG: 40.7 MAX: 43.0 GTX 970 ........ MIN: 40.0 AVG: 43.0 MAX: 45.0 GTX 1660 SUPER . MIN: 45.0 AVG: 51.6 MAX: 58.0 GTX 980 ........ MIN: 49.0 AVG: 54.6 MAX: 58.0 GTX 1070 ....... MIN: 46.0 AVG: 50.7 MAX: 54.0 GTX 1080 ....... MIN: 47.0 AVG: 51.9 MAX: 55.0 GTX 980 Ti ..... MIN: 65.0 AVG: 68.0 MAX: 71.0 RTX 2080 Ti .... MIN: 38.0 AVG: 43.5 MAX: 48.0 GTX 1060 ....... MIN: 37.0 AVG: 43.1 MAX: 46.0 cl-mem 2017-01-13 Benchmark: Write GB/s > Higher Is Better TITAN RTX ...... 491.7 |======================================================= GTX 1070 Ti .... 198.2 |====================== GTX 970 ........ 136.3 |=============== GTX 1660 SUPER . 240.7 |=========================== GTX 980 ........ 159.1 |================== GTX 1070 ....... 199.5 |====================== GTX 1080 ....... 225.6 |========================= GTX 980 Ti ..... 245.9 |============================ RTX 2080 Ti .... 449.5 |================================================== GTX 1060 ....... 148.1 |================= cl-mem 2017-01-13 Benchmark: Write GB/s Per Watt > Higher Is Better TITAN RTX ...... 4.68 |======================================================== GTX 970 ........ 1.84 |====================== GTX 1660 SUPER . 3.63 |=========================================== GTX 980 ........ 1.93 |======================= GTX 1070 ....... 2.83 |================================== GTX 1080 ....... 2.94 |=================================== GTX 980 Ti ..... 2.27 |=========================== RTX 2080 Ti .... 4.52 |====================================================== GTX 1060 ....... 2.76 |================================= cl-mem 2017-01-13 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 25 AVG: 105 MAX: 180 GTX 970 ........ MIN: 55 AVG: 74 MAX: 89 GTX 1660 SUPER . MIN: 11 AVG: 66 MAX: 103 GTX 980 ........ MIN: 61 AVG: 82 MAX: 101 GTX 1070 ....... MIN: 31 AVG: 71 MAX: 89 GTX 1080 ....... MIN: 35 AVG: 77 MAX: 98 GTX 980 Ti ..... MIN: 18 AVG: 109 MAX: 147 RTX 2080 Ti .... MIN: 7 AVG: 99 MAX: 179 GTX 1060 ....... MIN: 24 AVG: 54 MAX: 65 cl-mem 2017-01-13 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 42.0 AVG: 47.1 MAX: 51.0 GTX 1070 Ti .... MIN: 40.0 AVG: 42.2 MAX: 43.0 GTX 970 ........ MIN: 43.0 AVG: 44.8 MAX: 46.0 GTX 1660 SUPER . MIN: 43.0 AVG: 51.6 MAX: 57.0 GTX 980 ........ MIN: 57.0 AVG: 58.8 MAX: 61.0 GTX 1070 ....... MIN: 52.0 AVG: 54.3 MAX: 56.0 GTX 1080 ....... MIN: 54.0 AVG: 55.5 MAX: 57.0 GTX 980 Ti ..... MIN: 66.0 AVG: 68.9 MAX: 71.0 RTX 2080 Ti .... MIN: 42.0 AVG: 46.6 MAX: 50.0 GTX 1060 ....... MIN: 43.0 AVG: 46.0 MAX: 48.0 cl-mem 2017-01-13 Benchmark: Copy GB/s > Higher Is Better TITAN RTX ...... 322.7 |======================================================= GTX 1070 Ti .... 184.1 |=============================== GTX 970 ........ 125.9 |===================== GTX 1660 SUPER . 240.2 |========================================= GTX 980 ........ 145.0 |========================= GTX 1070 ....... 183.3 |=============================== GTX 1080 ....... 207.4 |=================================== GTX 980 Ti ..... 217.8 |===================================== RTX 2080 Ti .... 324.0 |======================================================= GTX 1060 ....... 138.5 |======================== cl-mem 2017-01-13 Benchmark: Copy GB/s Per Watt > Higher Is Better TITAN RTX ...... 2.97 |============================================= GTX 970 ........ 1.73 |========================== GTX 1660 SUPER . 3.66 |======================================================== GTX 980 ........ 2.18 |================================= GTX 1070 ....... 2.58 |======================================= GTX 1080 ....... 2.74 |========================================== GTX 980 Ti ..... 1.92 |============================= RTX 2080 Ti .... 3.39 |==================================================== GTX 1060 ....... 2.69 |========================================= cl-mem 2017-01-13 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 25 AVG: 109 MAX: 182 GTX 970 ........ MIN: 22 AVG: 73 MAX: 89 GTX 1660 SUPER . MIN: 11 AVG: 66 MAX: 104 GTX 980 ........ MIN: 16 AVG: 67 MAX: 101 GTX 1070 ....... MIN: 32 AVG: 71 MAX: 90 GTX 1080 ....... MIN: 41 AVG: 76 MAX: 96 GTX 980 Ti ..... MIN: 70 AVG: 113 MAX: 145 RTX 2080 Ti .... MIN: 7 AVG: 95 MAX: 179 GTX 1060 ....... MIN: 7 AVG: 51 MAX: 65 cl-mem 2017-01-13 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 44.0 AVG: 48.5 MAX: 52.0 GTX 1070 Ti .... MIN: 40.0 AVG: 42.6 MAX: 44.0 GTX 970 ........ MIN: 43.0 AVG: 44.9 MAX: 46.0 GTX 1660 SUPER . MIN: 43.0 AVG: 51.5 MAX: 57.0 GTX 980 ........ MIN: 54.0 AVG: 57.7 MAX: 60.0 GTX 1070 ....... MIN: 54.0 AVG: 55.5 MAX: 57.0 GTX 1080 ....... MIN: 55.0 AVG: 56.1 MAX: 57.0 GTX 980 Ti ..... MIN: 69.0 AVG: 70.1 MAX: 71.0 RTX 2080 Ti .... MIN: 44.0 AVG: 47.9 MAX: 51.0 GTX 1060 ....... MIN: 41.0 AVG: 45.8 MAX: 48.0 MandelGPU 1.3pts1 OpenCL Device: GPU Samples/sec > Higher Is Better TITAN RTX ...... 480798376.6 |================================================= GTX 1070 Ti .... 194875210.8 |==================== GTX 970 ........ 113624502.0 |============ GTX 1660 SUPER . 200846066.4 |==================== GTX 980 ........ 121139566.8 |============ GTX 1070 ....... 184077179.7 |=================== GTX 1080 ....... 231826397.8 |======================== GTX 980 Ti ..... 148357386.1 |=============== RTX 2080 Ti .... 448915216.6 |============================================== GTX 1060 ....... 130290433.8 |============= MandelGPU 1.3pts1 OpenCL Device: GPU Samples/sec Per Watt > Higher Is Better TITAN RTX ...... 3918310.99 |=============================================== GTX 970 ........ 1114599.86 |============= GTX 1660 SUPER . 2835520.58 |================================== GTX 980 ........ 1068896.98 |============= GTX 1070 ....... 2106550.52 |========================= GTX 1080 ....... 2450550.94 |============================= GTX 980 Ti ..... 1086192.87 |============= RTX 2080 Ti .... 4199725.88 |================================================== GTX 1060 ....... 1865313.24 |====================== MandelGPU 1.3pts1 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 25 AVG: 123 MAX: 281 GTX 970 ........ MIN: 45 AVG: 102 MAX: 128 GTX 1660 SUPER . MIN: 11 AVG: 71 MAX: 116 GTX 980 ........ MIN: 45 AVG: 113 MAX: 147 GTX 1070 ....... MIN: 31 AVG: 87 MAX: 126 GTX 1080 ....... MIN: 35 AVG: 95 MAX: 151 GTX 980 Ti ..... MIN: 70 AVG: 137 MAX: 172 RTX 2080 Ti .... MIN: 7 AVG: 107 MAX: 263 GTX 1060 ....... MIN: 24 AVG: 70 MAX: 93 MandelGPU 1.3pts1 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 45 AVG: 51 MAX: 57 GTX 1070 Ti .... MIN: 41 AVG: 45 MAX: 47 GTX 970 ........ MIN: 43 AVG: 53 MAX: 58 GTX 1660 SUPER . MIN: 43 AVG: 53 MAX: 61 GTX 980 ........ MIN: 58 AVG: 68 MAX: 72 GTX 1070 ....... MIN: 52 AVG: 59 MAX: 64 GTX 1080 ....... MIN: 53 AVG: 60 MAX: 65 GTX 980 Ti ..... MIN: 68 AVG: 74 MAX: 77 RTX 2080 Ti .... MIN: 45 AVG: 50 MAX: 56 GTX 1060 ....... MIN: 45 AVG: 50 MAX: 55 ViennaCL 1.4.2 OpenCL LU Factorization GFLOPS > Higher Is Better TITAN RTX ...... 76.64 |======================================================= GTX 1070 Ti .... 69.18 |================================================== GTX 970 ........ 60.20 |=========================================== GTX 1660 SUPER . 68.15 |================================================= GTX 980 ........ 61.94 |============================================ GTX 1070 ....... 66.21 |================================================ GTX 1080 ....... 70.69 |=================================================== GTX 980 Ti ..... 64.54 |============================================== RTX 2080 Ti .... 75.79 |====================================================== GTX 1060 ....... 61.65 |============================================ ViennaCL 1.4.2 OpenCL LU Factorization GFLOPS Per Watt > Higher Is Better TITAN RTX ...... 1.67 |========================================= GTX 970 ........ 1.00 |========================= GTX 1660 SUPER . 2.26 |======================================================== GTX 980 ........ 0.92 |======================= GTX 1070 ....... 1.30 |================================ GTX 1080 ....... 1.26 |=============================== GTX 980 Ti ..... 0.70 |================= RTX 2080 Ti .... 1.77 |============================================ GTX 1060 ....... 1.51 |===================================== ViennaCL 1.4.2 GPU Power Consumption Monitor Watts < Lower Is Better TITAN RTX ...... MIN: 25 AVG: 46 MAX: 86 GTX 970 ........ MIN: 44 AVG: 60 MAX: 105 GTX 1660 SUPER . MIN: 11 AVG: 30 MAX: 64 GTX 980 ........ MIN: 47 AVG: 67 MAX: 106 GTX 1070 ....... MIN: 34 AVG: 51 MAX: 97 GTX 1080 ....... MIN: 49 AVG: 56 MAX: 116 GTX 980 Ti ..... MIN: 85 AVG: 92 MAX: 145 RTX 2080 Ti .... MIN: 7 AVG: 43 MAX: 87 GTX 1060 ....... MIN: 34 AVG: 41 MAX: 72 ViennaCL 1.4.2 GPU Temperature Monitor Celsius < Lower Is Better TITAN RTX ...... MIN: 43.0 AVG: 45.5 MAX: 49.0 GTX 1070 Ti .... MIN: 40.0 AVG: 41.5 MAX: 43.0 GTX 970 ........ MIN: 43.0 AVG: 44.7 MAX: 49.0 GTX 1660 SUPER . MIN: 42.0 AVG: 46.5 MAX: 52.0 GTX 980 ........ MIN: 57.0 AVG: 61.0 MAX: 66.0 GTX 1070 ....... MIN: 53.0 AVG: 55.0 MAX: 58.0 GTX 1080 ....... MIN: 53.0 AVG: 56.0 MAX: 59.0 GTX 980 Ti ..... MIN: 65.0 AVG: 67.5 MAX: 71.0 RTX 2080 Ti .... MIN: 43.0 AVG: 45.4 MAX: 48.0 GTX 1060 ....... MIN: 45.0 AVG: 46.8 MAX: 50.0 Meta Performance Per Watts Performance Per Watts Performance Per Watts > Higher Is Better TITAN RTX ...... 962.08 |================================================== GTX 970 ........ 223.07 |============ GTX 1660 SUPER . 497.00 |========================== GTX 980 ........ 249.04 |============= GTX 1070 ....... 348.12 |================== GTX 1080 ....... 406.50 |===================== GTX 980 Ti ..... 327.28 |================= RTX 2080 Ti .... 1013.20 |===================================================== GTX 1060 ....... 280.52 |=============== GPU Power Consumption Monitor Phoronix Test Suite System Monitoring Watts TITAN RTX ...... MIN: 24 AVG: 127 MAX: 313 GTX 970 ........ MIN: 15 AVG: 95 MAX: 177 GTX 1660 SUPER . MIN: 11 AVG: 68 MAX: 128 GTX 980 ........ MIN: 15 AVG: 103 MAX: 192 GTX 1070 ....... MIN: 7 AVG: 82 MAX: 160 GTX 1080 ....... MIN: 6 AVG: 92 MAX: 196 GTX 980 Ti ..... MIN: 15 AVG: 131 MAX: 253 RTX 2080 Ti .... MIN: 6 AVG: 124 MAX: 274 GTX 1060 ....... MIN: 6 AVG: 64 MAX: 128 GPU Temperature Monitor Phoronix Test Suite System Monitoring Celsius TITAN RTX ...... MIN: 35.0 AVG: 55.6 MAX: 78.0 GTX 1070 Ti .... MIN: 32.0 AVG: 45.5 MAX: 58.0 GTX 970 ........ MIN: 33.0 AVG: 52.6 MAX: 74.0 GTX 1660 SUPER . MIN: 33.0 AVG: 55.5 MAX: 68.0 GTX 980 ........ MIN: 31.0 AVG: 65.2 MAX: 80.0 GTX 1070 ....... MIN: 29.0 AVG: 59.8 MAX: 78.0 GTX 1080 ....... MIN: 28.0 AVG: 61.2 MAX: 83.0 GTX 980 Ti ..... MIN: 30.0 AVG: 70.7 MAX: 85.0 RTX 2080 Ti .... MIN: 29.0 AVG: 56.1 MAX: 78.0 GTX 1060 ....... MIN: 32.0 AVG: 52.8 MAX: 69.0 Darktable 3.0.1 GPU Temperature Monitor Celsius < Lower Is Better GTX 1070 Ti .... MIN: 38.0 AVG: 39.8 MAX: 42.0 GTX 970 ........ MIN: 35.0 AVG: 40.6 MAX: 47.0 GTX 1660 SUPER . MIN: 43.0 AVG: 50.5 MAX: 62.0 GTX 980 ........ MIN: 44.0 AVG: 50.3 MAX: 56.0 GTX 1070 ....... MIN: 41.0 AVG: 48.9 MAX: 53.0 GTX 1080 ....... MIN: 45.0 AVG: 49.8 MAX: 54.0 GTX 980 Ti ..... MIN: 54.0 AVG: 60.6 MAX: 67.0 RTX 2080 Ti .... MIN: 40.0 AVG: 42.7 MAX: 48.0 GTX 1060 ....... MIN: 37.0 AVG: 42.1 MAX: 47.0 Darktable 3.0.1 GPU Temperature Monitor Celsius < Lower Is Better GTX 1070 Ti .... MIN: 39.0 AVG: 40.0 MAX: 41.0 GTX 970 ........ MIN: 40.0 AVG: 41.4 MAX: 44.0 GTX 1660 SUPER . MIN: 42.0 AVG: 47.9 MAX: 53.0 GTX 980 ........ MIN: 52.0 AVG: 53.0 MAX: 54.0 GTX 1070 ....... MIN: 50.0 AVG: 50.6 MAX: 53.0 GTX 1080 ....... MIN: 51.0 AVG: 52.0 MAX: 53.0 GTX 980 Ti ..... MIN: 65.0 AVG: 65.3 MAX: 67.0 RTX 2080 Ti .... MIN: 41.0 AVG: 42.0 MAX: 43.0 GTX 1060 ....... MIN: 41.0 AVG: 42.5 MAX: 45.0 Darktable 3.0.1 GPU Temperature Monitor Celsius < Lower Is Better GTX 1070 Ti .... MIN: 39.0 AVG: 39.6 MAX: 41.0 GTX 970 ........ MIN: 39.0 AVG: 40.7 MAX: 44.0 GTX 1660 SUPER . MIN: 46.0 AVG: 51.8 MAX: 59.0 GTX 980 ........ MIN: 51.0 AVG: 52.7 MAX: 55.0 GTX 1070 ....... MIN: 48.0 AVG: 49.5 MAX: 51.0 GTX 1080 ....... MIN: 49.0 AVG: 50.6 MAX: 52.0 GTX 980 Ti ..... MIN: 63.0 AVG: 64.9 MAX: 67.0 RTX 2080 Ti .... MIN: 40.0 AVG: 41.5 MAX: 44.0 GTX 1060 ....... MIN: 39.0 AVG: 41.6 MAX: 44.0 Darktable 3.0.1 GPU Temperature Monitor Celsius < Lower Is Better GTX 1070 Ti .... MIN: 39.0 AVG: 39.0 MAX: 39.0 GTX 970 ........ MIN: 39.0 AVG: 40.3 MAX: 41.0 GTX 1660 SUPER . MIN: 45.0 AVG: 46.9 MAX: 49.0 GTX 980 ........ MIN: 52.0 AVG: 53.0 MAX: 53.0 GTX 1070 ....... MIN: 48.0 AVG: 48.6 MAX: 50.0 GTX 1080 ....... MIN: 50.0 AVG: 51.0 MAX: 51.0 GTX 980 Ti ..... MIN: 65.0 AVG: 65.4 MAX: 66.0 RTX 2080 Ti .... MIN: 38.0 AVG: 39.6 MAX: 41.0 GTX 1060 ....... MIN: 40.0 AVG: 40.5 MAX: 42.0 Darktable 3.0.1 GPU Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 44 AVG: 72 MAX: 123 GTX 1660 SUPER . MIN: 11 AVG: 52 MAX: 121 GTX 980 ........ MIN: 45 AVG: 80 MAX: 137 GTX 1070 ....... MIN: 31 AVG: 63 MAX: 139 GTX 1080 ....... MIN: 34 AVG: 69 MAX: 178 GTX 980 Ti ..... MIN: 68 AVG: 106 MAX: 174 RTX 2080 Ti .... MIN: 7 AVG: 74 MAX: 252 GTX 1060 ....... MIN: 24 AVG: 47 MAX: 86 Darktable 3.0.1 GPU Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 46 AVG: 57 MAX: 111 GTX 1660 SUPER . MIN: 11 AVG: 35 MAX: 101 GTX 980 ........ MIN: 46 AVG: 60 MAX: 84 GTX 1070 ....... MIN: 31 AVG: 49 MAX: 99 GTX 1080 ....... MIN: 35 AVG: 50 MAX: 52 GTX 980 Ti ..... MIN: 71 AVG: 89 MAX: 157 RTX 2080 Ti .... MIN: 6 AVG: 49 MAX: 76 GTX 1060 ....... MIN: 24 AVG: 36 MAX: 87 Darktable 3.0.1 GPU Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 44 AVG: 59 MAX: 119 GTX 1660 SUPER . MIN: 12 AVG: 37 MAX: 116 GTX 980 ........ MIN: 46 AVG: 67 MAX: 135 GTX 1070 ....... MIN: 31 AVG: 50 MAX: 121 GTX 1080 ....... MIN: 35 AVG: 57 MAX: 146 GTX 980 Ti ..... MIN: 71 AVG: 89 MAX: 159 RTX 2080 Ti .... MIN: 6 AVG: 54 MAX: 139 GTX 1060 ....... MIN: 24 AVG: 37 MAX: 110 Darktable 3.0.1 GPU Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 45 AVG: 55 MAX: 62 GTX 1660 SUPER . MIN: 11 AVG: 23 MAX: 45 GTX 980 ........ MIN: 46 AVG: 59 MAX: 70 GTX 1070 ....... MIN: 31 AVG: 41 MAX: 53 GTX 1080 ....... MIN: 35 AVG: 50 MAX: 53 GTX 980 Ti ..... MIN: 70 AVG: 85 MAX: 98 RTX 2080 Ti .... MIN: 7 AVG: 31 MAX: 58 GTX 1060 ....... MIN: 24 AVG: 31 MAX: 34