NVIDIA Linux OpenCL CUDA RTX SUPER Compute NVIDIA GeForce RTX SUPER Linux OpenCL/CUDA GPU compute benchmarks by Michael Larabel for a future article. GTX 970: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 980: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 980 4GB (1126/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 980 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.3.0-999-generic (x86_64) 20190914, Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1060: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1060 6GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1070: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1070 8GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1070 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1080: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1080 8GB (1607/5005MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1080 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1660: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: ASUS NVIDIA GeForce GTX 1660 6GB (1530/4001MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1660 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2060: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce RTX 2060 6GB (1365/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2060 SUPER: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.3.0-999-generic (x86_64) 20190914, Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2070: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2070 SUPER: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.3.0-999-generic (x86_64) 20190914, Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Zotac NVIDIA GeForce RTX 2080 8GB (795/810MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080 SUPER: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.3.0-999-generic (x86_64) 20190914, Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-29-generic (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 TITAN RTX: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: NVIDIA TITAN RTX 24GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.3.0-999-generic (x86_64) 20190914, Desktop: GNOME Shell 3.32.2, Display Server: X Server 1.20.4, Display Driver: NVIDIA 435.21, OpenGL: 4.6.0, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Max SP Flops GFLOPS > Higher Is Better GTX 970 ........ 4362.31 |============= GTX 980 ........ 5052.73 |=============== GTX 980 Ti ..... 6213.97 |=================== GTX 1060 ....... 4788.92 |============== GTX 1070 ....... 7115.39 |===================== GTX 1070 Ti .... 7715.42 |======================= GTX 1080 ....... 9407.75 |============================ GTX 1080 Ti .... 13230.77 |======================================== GTX 1660 ....... 5329.84 |================ GTX 1660 Ti .... 5893.41 |================== RTX 2060 ....... 7320.73 |====================== RTX 2060 SUPER . 8378.87 |========================= RTX 2070 ....... 8528.70 |========================== RTX 2070 SUPER . 9869.34 |============================== RTX 2080 ....... 10952.77 |================================= RTX 2080 SUPER . 12015.50 |==================================== RTX 2080 Ti .... 16656.20 |================================================== TITAN RTX ...... 17334.00 |==================================================== OctaneBench 4.00c Total Score Score > Higher Is Better GTX 970 ........ 95.60 |================ GTX 980 ........ 109.70 |================== GTX 980 Ti ..... 142.20 |======================== GTX 1060 ....... 91.44 |=============== GTX 1070 ....... 132.86 |====================== GTX 1070 Ti .... 141.35 |======================== GTX 1080 ....... 147.98 |========================= GTX 1080 Ti .... 212.04 |=================================== GTX 1660 ....... 118.49 |==================== GTX 1660 Ti .... 132.28 |====================== RTX 2060 ....... 164.52 |============================ RTX 2060 SUPER . 205.23 |================================== RTX 2070 ....... 206.88 |=================================== RTX 2070 SUPER . 220.76 |===================================== RTX 2080 ....... 222.88 |===================================== RTX 2080 SUPER . 233.56 |======================================= RTX 2080 Ti .... 309.04 |==================================================== TITAN RTX ...... 322.76 |====================================================== LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone Score > Higher Is Better GTX 970 ........ 7985 |============== GTX 980 ........ 8914 |================ GTX 980 Ti ..... 11096 |==================== GTX 1060 ....... 7086 |============= GTX 1070 ....... 9983 |================== GTX 1070 Ti .... 10259 |================== GTX 1080 ....... 8716 |================ GTX 1080 Ti .... 13721 |========================= GTX 1660 ....... 9794 |================== GTX 1660 Ti .... 11003 |==================== RTX 2060 ....... 13754 |========================= RTX 2060 SUPER . 18509 |================================= RTX 2070 ....... 18441 |================================= RTX 2070 SUPER . 20499 |===================================== RTX 2080 ....... 19916 |==================================== RTX 2080 SUPER . 20164 |==================================== RTX 2080 Ti .... 28631 |=================================================== TITAN RTX ...... 30756 |======================================================= LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR Score > Higher Is Better GTX 970 ........ 11732 |============== GTX 980 ........ 13246 |================ GTX 980 Ti ..... 16871 |==================== GTX 1060 ....... 12245 |============== GTX 1070 ....... 17290 |==================== GTX 1070 Ti .... 16925 |==================== GTX 1080 ....... 13788 |================ GTX 1080 Ti .... 21689 |========================== GTX 1660 ....... 15162 |================== GTX 1660 Ti .... 16147 |=================== RTX 2060 ....... 21683 |========================== RTX 2060 SUPER . 30093 |==================================== RTX 2070 ....... 30097 |==================================== RTX 2070 SUPER . 29734 |=================================== RTX 2080 ....... 29164 |================================== RTX 2080 SUPER . 30179 |==================================== RTX 2080 Ti .... 42974 |=================================================== TITAN RTX ...... 46546 |======================================================= LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel Score > Higher Is Better GTX 970 ........ 2730 |================ GTX 980 ........ 3048 |================= GTX 980 Ti ..... 3885 |====================== GTX 1060 ....... 2648 |=============== GTX 1070 ....... 3870 |====================== GTX 1070 Ti .... 4170 |======================== GTX 1080 ....... 3807 |====================== GTX 1080 Ti .... 5649 |================================ GTX 1660 ....... 3733 |===================== GTX 1660 Ti .... 3805 |====================== RTX 2060 ....... 4833 |============================ RTX 2060 SUPER . 6148 |=================================== RTX 2070 ....... 6150 |=================================== RTX 2070 SUPER . 6565 |===================================== RTX 2080 ....... 6590 |====================================== RTX 2080 SUPER . 6839 |======================================= RTX 2080 Ti .... 9215 |==================================================== TITAN RTX ...... 9836 |======================================================== FAHBench 2.3.2 Ns Per Day > Higher Is Better GTX 970 ........ 91.53 |================ GTX 980 ........ 102.86 |================== GTX 980 Ti ..... 116.02 |===================== GTX 1060 ....... 102.61 |================== GTX 1070 ....... 140.29 |========================= GTX 1070 Ti .... 138.21 |========================= GTX 1080 ....... 155.22 |============================ GTX 1080 Ti .... 198.25 |=================================== GTX 1660 ....... 126.64 |======================= GTX 1660 Ti .... 139.81 |========================= RTX 2060 ....... 183.41 |================================= RTX 2060 SUPER . 205.20 |===================================== RTX 2070 ....... 204.71 |===================================== RTX 2070 SUPER . 229.12 |========================================= RTX 2080 ....... 242.75 |=========================================== RTX 2080 SUPER . 256.83 |============================================== RTX 2080 Ti .... 301.89 |====================================================== TITAN RTX ...... 301.93 |====================================================== PlaidML FP16: Yes - Mode: Inference - Network: NASNer Large - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 21.42 |============== GTX 980 ........ 24.24 |=============== GTX 980 Ti ..... 30.64 |=================== GTX 1060 ....... 23.16 |=============== GTX 1070 ....... 33.07 |===================== GTX 1070 Ti .... 35.41 |====================== GTX 1080 ....... 40.38 |========================= GTX 1080 Ti .... 56.64 |==================================== GTX 1660 ....... 28.99 |================== GTX 1660 Ti .... 34.12 |====================== RTX 2060 ....... 41.11 |========================== RTX 2060 SUPER . 48.96 |=============================== RTX 2070 ....... 49.94 |================================ RTX 2070 SUPER . 55.24 |=================================== RTX 2080 ....... 58.47 |===================================== RTX 2080 SUPER . 64.80 |========================================= RTX 2080 Ti .... 84.97 |====================================================== TITAN RTX ...... 87.17 |======================================================= PlaidML FP16: Yes - Mode: Inference - Network: VGG19 - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 39.34 |============= GTX 980 ........ 43.63 |=============== GTX 980 Ti ..... 56.13 |=================== GTX 1060 ....... 44.37 |=============== GTX 1070 ....... 63.56 |===================== GTX 1070 Ti .... 73.12 |======================== GTX 1080 ....... 83.83 |============================ GTX 1080 Ti .... 115.03 |====================================== GTX 1660 ....... 52.52 |================== GTX 1660 Ti .... 58.03 |=================== RTX 2060 ....... 71.07 |======================== RTX 2060 SUPER . 80.82 |=========================== RTX 2070 ....... 83.56 |============================ RTX 2070 SUPER . 97.82 |================================= RTX 2080 ....... 105.54 |=================================== RTX 2080 SUPER . 115.44 |====================================== RTX 2080 Ti .... 154.20 |=================================================== TITAN RTX ...... 162.05 |====================================================== PlaidML FP16: Yes - Mode: Inference - Network: DenseNet 201 - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 79.71 |================ GTX 980 ........ 92.92 |=================== GTX 980 Ti ..... 111.46 |======================= GTX 1060 ....... 91.07 |=================== GTX 1070 ....... 127.02 |========================== GTX 1070 Ti .... 130.15 |=========================== GTX 1080 ....... 143.53 |============================= GTX 1080 Ti .... 191.31 |======================================= GTX 1660 ....... 102.83 |===================== GTX 1660 Ti .... 114.58 |======================== RTX 2060 ....... 154.19 |================================ RTX 2060 SUPER . 179.51 |===================================== RTX 2070 ....... 176.49 |==================================== RTX 2070 SUPER . 190.01 |======================================= RTX 2080 ....... 189.28 |======================================= RTX 2080 SUPER . 200.38 |========================================= RTX 2080 Ti .... 254.45 |==================================================== TITAN RTX ...... 263.13 |====================================================== Rodinia 2.4 Test: OpenCL Myocyte Seconds < Lower Is Better GTX 970 ........ 45.48 |================================================ GTX 980 ........ 47.38 |================================================== GTX 980 Ti ..... 52.13 |======================================================= GTX 1060 ....... 34.69 |===================================== GTX 1070 ....... 35.10 |===================================== GTX 1070 Ti .... 38.70 |========================================= GTX 1080 ....... 34.87 |===================================== GTX 1080 Ti .... 35.91 |====================================== GTX 1660 ....... 30.97 |================================= GTX 1660 Ti .... 30.67 |================================ RTX 2060 ....... 31.11 |================================= RTX 2060 SUPER . 30.42 |================================ RTX 2070 ....... 31.64 |================================= RTX 2070 SUPER . 30.76 |================================ RTX 2080 ....... 31.65 |================================= RTX 2080 SUPER . 30.63 |================================ RTX 2080 Ti .... 31.05 |================================= TITAN RTX ...... 31.69 |================================= PlaidML FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 49.76 |============= GTX 980 ........ 55.70 |=============== GTX 980 Ti ..... 71.26 |=================== GTX 1060 ....... 56.07 |=============== GTX 1070 ....... 80.27 |===================== GTX 1070 Ti .... 92.03 |======================== GTX 1080 ....... 106.09 |============================ GTX 1080 Ti .... 145.42 |====================================== GTX 1660 ....... 66.24 |================= GTX 1660 Ti .... 73.18 |=================== RTX 2060 ....... 89.55 |======================== RTX 2060 SUPER . 102.58 |=========================== RTX 2070 ....... 105.60 |============================ RTX 2070 SUPER . 123.20 |================================= RTX 2080 ....... 133.20 |=================================== RTX 2080 SUPER . 145.65 |====================================== RTX 2080 Ti .... 194.83 |=================================================== TITAN RTX ...... 204.67 |====================================================== clpeak OpenCL Test: Double-Precision Double GFLOPS > Higher Is Better GTX 970 ........ 137.47 |============== GTX 980 ........ 159.68 |================ GTX 980 Ti ..... 196.60 |=================== GTX 1060 ....... 149.58 |=============== GTX 1070 ....... 223.91 |====================== GTX 1070 Ti .... 242.63 |======================== GTX 1080 ....... 297.94 |============================= GTX 1080 Ti .... 414.96 |========================================= GTX 1660 ....... 168.44 |================= GTX 1660 Ti .... 185.12 |================== RTX 2060 ....... 231.44 |======================= RTX 2060 SUPER . 263.11 |========================== RTX 2070 ....... 268.32 |========================== RTX 2070 SUPER . 310.27 |=============================== RTX 2080 ....... 345.81 |================================== RTX 2080 SUPER . 378.98 |===================================== RTX 2080 Ti .... 521.90 |=================================================== TITAN RTX ...... 547.97 |====================================================== PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 47.70 |============= GTX 980 ........ 53.49 |=============== GTX 980 Ti ..... 68.47 |=================== GTX 1060 ....... 54.78 |=============== GTX 1070 ....... 76.89 |===================== GTX 1070 Ti .... 90.34 |========================= GTX 1080 ....... 101.00 |============================ GTX 1080 Ti .... 138.68 |====================================== GTX 1660 ....... 67.24 |================== GTX 1660 Ti .... 73.35 |==================== RTX 2060 ....... 88.04 |======================== RTX 2060 SUPER . 101.17 |============================ RTX 2070 ....... 103.89 |============================= RTX 2070 SUPER . 122.32 |================================== RTX 2080 ....... 129.58 |==================================== RTX 2080 SUPER . 143.02 |======================================= RTX 2080 Ti .... 186.19 |=================================================== TITAN RTX ...... 196.44 |====================================================== PlaidML FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 88.16 |============= GTX 980 ........ 101.92 |=============== GTX 980 Ti ..... 116.31 |================= GTX 1060 ....... 97.83 |============== GTX 1070 ....... 141.55 |==================== GTX 1070 Ti .... 147.04 |===================== GTX 1080 ....... 173.79 |========================= GTX 1080 Ti .... 228.68 |================================= GTX 1660 ....... 137.66 |==================== GTX 1660 Ti .... 161.33 |======================= RTX 2060 ....... 193.75 |============================ RTX 2060 SUPER . 219.76 |================================ RTX 2070 ....... 220.99 |================================ RTX 2070 SUPER . 239.61 |=================================== RTX 2080 ....... 268.33 |======================================= RTX 2080 SUPER . 301.11 |============================================ RTX 2080 Ti .... 363.16 |==================================================== TITAN RTX ...... 373.71 |====================================================== LeelaChessZero 0.22.0 Backend: OpenCL Nodes Per Second > Higher Is Better GTX 970 ........ 207.84 |==== GTX 980 ........ 280.99 |===== GTX 980 Ti ..... 466.84 |======== GTX 1060 ....... 262.41 |==== GTX 1070 ....... 642.12 |=========== GTX 1070 Ti .... 753.69 |============= GTX 1080 ....... 1146.75 |=================== GTX 1080 Ti .... 1886.30 |================================ GTX 1660 ....... 335.86 |====== GTX 1660 Ti .... 420.04 |======= RTX 2060 ....... 704.69 |============ RTX 2060 SUPER . 998.17 |================= RTX 2070 ....... 999.75 |================= RTX 2070 SUPER . 1604.21 |=========================== RTX 2080 ....... 1879.99 |================================ RTX 2080 SUPER . 2105.26 |==================================== RTX 2080 Ti .... 3032.10 |=================================================== TITAN RTX ...... 3126.48 |===================================================== PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 60.32 |============= GTX 980 ........ 68.95 |=============== GTX 980 Ti ..... 87.39 |=================== GTX 1060 ....... 69.31 |=============== GTX 1070 ....... 97.32 |===================== GTX 1070 Ti .... 114.03 |========================= GTX 1080 ....... 128.05 |============================ GTX 1080 Ti .... 175.37 |====================================== GTX 1660 ....... 84.83 |================== GTX 1660 Ti .... 92.45 |==================== RTX 2060 ....... 110.93 |======================== RTX 2060 SUPER . 128.22 |============================ RTX 2070 ....... 131.54 |============================= RTX 2070 SUPER . 154.64 |================================== RTX 2080 ....... 164.05 |==================================== RTX 2080 SUPER . 180.45 |======================================= RTX 2080 Ti .... 234.65 |=================================================== TITAN RTX ...... 247.83 |====================================================== PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 94.72 |=============== GTX 980 ........ 105.64 |================ GTX 980 Ti ..... 135.14 |===================== GTX 1060 ....... 104.44 |================ GTX 1070 ....... 147.17 |======================= GTX 1070 Ti .... 153.34 |======================== GTX 1080 ....... 184.80 |============================= GTX 1080 Ti .... 257.55 |======================================== GTX 1660 ....... 116.90 |================== GTX 1660 Ti .... 140.05 |====================== RTX 2060 ....... 167.87 |========================== RTX 2060 SUPER . 199.43 |=============================== RTX 2070 ....... 198.03 |=============================== RTX 2070 SUPER . 215.85 |================================== RTX 2080 ....... 238.73 |===================================== RTX 2080 SUPER . 259.26 |======================================== RTX 2080 Ti .... 343.49 |===================================================== TITAN RTX ...... 347.93 |====================================================== PlaidML FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 116.05 |============== GTX 980 ........ 142.14 |================== GTX 980 Ti ..... 162.63 |==================== GTX 1060 ....... 130.64 |================ GTX 1070 ....... 196.01 |======================== GTX 1070 Ti .... 205.85 |========================== GTX 1080 ....... 240.62 |============================== GTX 1080 Ti .... 333.54 |========================================== GTX 1660 ....... 156.50 |=================== GTX 1660 Ti .... 172.68 |===================== RTX 2060 ....... 220.44 |=========================== RTX 2060 SUPER . 250.98 |=============================== RTX 2070 ....... 251.07 |=============================== RTX 2070 SUPER . 283.98 |=================================== RTX 2080 ....... 305.76 |====================================== RTX 2080 SUPER . 327.80 |========================================= RTX 2080 Ti .... 424.07 |===================================================== TITAN RTX ...... 433.81 |====================================================== NAMD CUDA 2.13 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better GTX 970 ........ 0.36368 |===================================================== GTX 980 ........ 0.33110 |================================================ GTX 980 Ti ..... 0.28675 |========================================== GTX 1060 ....... 0.31789 |============================================== GTX 1070 ....... 0.23957 |=================================== GTX 1070 Ti .... 0.22269 |================================ GTX 1080 ....... 0.20978 |=============================== GTX 1080 Ti .... 0.19669 |============================= GTX 1660 ....... 0.25031 |==================================== GTX 1660 Ti .... 0.23185 |================================== RTX 2060 ....... 0.20250 |============================== RTX 2060 SUPER . 0.19336 |============================ RTX 2070 ....... 0.19440 |============================ RTX 2070 SUPER . 0.19501 |============================ RTX 2080 ....... 0.19307 |============================ RTX 2080 SUPER . 0.19385 |============================ RTX 2080 Ti .... 0.18909 |============================ TITAN RTX ...... 0.18867 |=========================== PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 181.87 |=============== GTX 980 ........ 203.91 |================= GTX 980 Ti ..... 247.47 |===================== GTX 1060 ....... 196.00 |================ GTX 1070 ....... 276.89 |======================= GTX 1070 Ti .... 294.36 |========================= GTX 1080 ....... 337.47 |============================ GTX 1080 Ti .... 496.24 |========================================= GTX 1660 ....... 228.14 |=================== GTX 1660 Ti .... 259.43 |====================== RTX 2060 ....... 319.25 |=========================== RTX 2060 SUPER . 374.71 |=============================== RTX 2070 ....... 376.73 |=============================== RTX 2070 SUPER . 421.58 |=================================== RTX 2080 ....... 441.24 |===================================== RTX 2080 SUPER . 468.70 |======================================= RTX 2080 Ti .... 634.09 |===================================================== TITAN RTX ...... 648.36 |====================================================== PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 204.32 |============== GTX 980 ........ 231.66 |================ GTX 980 Ti ..... 270.00 |================== GTX 1060 ....... 224.89 |=============== GTX 1070 ....... 315.37 |====================== GTX 1070 Ti .... 333.03 |======================= GTX 1080 ....... 399.00 |=========================== GTX 1080 Ti .... 523.98 |==================================== GTX 1660 ....... 287.68 |==================== GTX 1660 Ti .... 315.83 |====================== RTX 2060 ....... 389.40 |=========================== RTX 2060 SUPER . 440.79 |============================== RTX 2070 ....... 446.23 |============================== RTX 2070 SUPER . 499.69 |================================== RTX 2080 ....... 548.83 |===================================== RTX 2080 SUPER . 589.86 |======================================== RTX 2080 Ti .... 758.21 |==================================================== TITAN RTX ...... 790.77 |====================================================== Rodinia 2.4 Test: OpenCL Particle Filter Seconds < Lower Is Better GTX 970 ........ 12.99 |======================================================= GTX 980 ........ 11.69 |================================================= GTX 980 Ti ..... 9.95 |========================================== GTX 1060 ....... 11.93 |=================================================== GTX 1070 ....... 8.26 |=================================== GTX 1070 Ti .... 7.88 |================================= GTX 1080 ....... 6.49 |=========================== GTX 1080 Ti .... 4.96 |===================== GTX 1660 ....... 11.87 |================================================== GTX 1660 Ti .... 10.82 |============================================== RTX 2060 ....... 8.90 |====================================== RTX 2060 SUPER . 7.87 |================================= RTX 2070 ....... 7.75 |================================= RTX 2070 SUPER . 6.82 |============================= RTX 2080 ....... 6.22 |========================== RTX 2080 SUPER . 5.74 |======================== RTX 2080 Ti .... 4.39 |=================== TITAN RTX ...... 4.24 |================== cl-mem 2017-01-13 Benchmark: Read GB/s > Higher Is Better GTX 970 ........ 142.10 |============== GTX 980 ........ 164.50 |================ GTX 980 Ti ..... 265.33 |========================= GTX 1060 ....... 153.50 |=============== GTX 1070 ....... 205.27 |==================== GTX 1070 Ti .... 205.27 |==================== GTX 1080 ....... 228.80 |====================== GTX 1080 Ti .... 337.53 |================================ GTX 1660 ....... 162.90 |================ GTX 1660 Ti .... 250.23 |======================== RTX 2060 ....... 296.20 |============================ RTX 2060 SUPER . 395.67 |====================================== RTX 2070 ....... 395.70 |====================================== RTX 2070 SUPER . 395.67 |====================================== RTX 2080 ....... 395.70 |====================================== RTX 2080 SUPER . 436.27 |========================================== RTX 2080 Ti .... 544.33 |==================================================== TITAN RTX ...... 566.70 |====================================================== JuliaGPU 1.2pts1 OpenCL Device: GPU Samples/sec > Higher Is Better GTX 970 ........ 169258044.90 |=========================== GTX 980 ........ 181882709.77 |============================= GTX 980 Ti ..... 195653728.47 |=============================== GTX 1060 ....... 182188318.67 |============================= GTX 1070 ....... 216942144.93 |================================== GTX 1070 Ti .... 220447755.87 |=================================== GTX 1080 ....... 237914974.40 |====================================== GTX 1080 Ti .... 262248899.33 |========================================== GTX 1660 ....... 230919642.13 |===================================== GTX 1660 Ti .... 239300837.60 |====================================== RTX 2060 ....... 251925176.90 |======================================== RTX 2060 SUPER . 264172441.47 |========================================== RTX 2070 ....... 267086274.53 |========================================== RTX 2070 SUPER . 275868151.17 |============================================ RTX 2080 ....... 280162469.67 |============================================ RTX 2080 SUPER . 286818331.27 |============================================= RTX 2080 Ti .... 299834728.80 |=============================================== TITAN RTX ...... 303198573.97 |================================================ PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 841.48 |================ GTX 980 ........ 973.39 |================== GTX 980 Ti ..... 1202.77 |====================== GTX 1060 ....... 908.43 |================= GTX 1070 ....... 1288.94 |======================== GTX 1070 Ti .... 1371.21 |========================== GTX 1080 ....... 1544.50 |============================= GTX 1080 Ti .... 2162.58 |======================================== GTX 1660 ....... 1160.52 |====================== GTX 1660 Ti .... 1394.05 |========================== RTX 2060 ....... 1694.07 |================================ RTX 2060 SUPER . 1983.82 |===================================== RTX 2070 ....... 1969.50 |===================================== RTX 2070 SUPER . 2264.97 |========================================== RTX 2080 ....... 2292.38 |=========================================== RTX 2080 SUPER . 2437.48 |============================================= RTX 2080 Ti .... 2750.57 |=================================================== TITAN RTX ...... 2842.38 |===================================================== cl-mem 2017-01-13 Benchmark: Copy GB/s > Higher Is Better GTX 970 ........ 124.77 |===================== GTX 980 ........ 143.40 |======================== GTX 980 Ti ..... 216.83 |==================================== GTX 1060 ....... 137.20 |======================= GTX 1070 ....... 182.00 |============================== GTX 1070 Ti .... 182.70 |============================== GTX 1080 ....... 205.93 |================================== GTX 1080 Ti .... 283.20 |=============================================== GTX 1660 ....... 145.37 |======================== GTX 1660 Ti .... 208.50 |=================================== RTX 2060 ....... 237.77 |======================================== RTX 2060 SUPER . 287.80 |================================================ RTX 2070 ....... 284.43 |=============================================== RTX 2070 SUPER . 291.87 |================================================= RTX 2080 ....... 289.20 |================================================ RTX 2080 SUPER . 301.23 |================================================== RTX 2080 Ti .... 324.40 |====================================================== TITAN RTX ...... 322.20 |====================================================== cl-mem 2017-01-13 Benchmark: Write GB/s > Higher Is Better GTX 970 ........ 132.60 |============== GTX 980 ........ 151.50 |================= GTX 980 Ti ..... 241.50 |========================== GTX 1060 ....... 144.57 |================ GTX 1070 ....... 190.90 |===================== GTX 1070 Ti .... 190.03 |===================== GTX 1080 ....... 214.67 |======================= GTX 1080 Ti .... 340.27 |===================================== GTX 1660 ....... 148.87 |================ GTX 1660 Ti .... 208.67 |======================= RTX 2060 ....... 241.20 |========================== RTX 2060 SUPER . 333.20 |==================================== RTX 2070 ....... 322.67 |=================================== RTX 2070 SUPER . 319.57 |=================================== RTX 2080 ....... 331.50 |==================================== RTX 2080 SUPER . 345.77 |====================================== RTX 2080 Ti .... 441.23 |================================================ TITAN RTX ...... 495.37 |====================================================== PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL FPS > Higher Is Better GTX 970 ........ 671.49 |============== GTX 980 ........ 759.43 |================ GTX 980 Ti ..... 990.12 |===================== GTX 1060 ....... 726.30 |================ GTX 1070 ....... 987.69 |===================== GTX 1070 Ti .... 1009.26 |====================== GTX 1080 ....... 1123.85 |======================== GTX 1080 Ti .... 1672.73 |==================================== GTX 1660 ....... 814.65 |================== GTX 1660 Ti .... 1002.00 |====================== RTX 2060 ....... 1232.47 |========================== RTX 2060 SUPER . 1531.01 |================================= RTX 2070 ....... 1516.96 |================================= RTX 2070 SUPER . 1649.17 |=================================== RTX 2080 ....... 1663.87 |==================================== RTX 2080 SUPER . 1762.00 |====================================== RTX 2080 Ti .... 2335.46 |================================================== TITAN RTX ...... 2466.66 |===================================================== Darktable 2.6.0 Test: Masskrug - Acceleration: OpenCL Seconds < Lower Is Better GTX 970 ........ 5.78 |======================================================== GTX 980 ........ 5.74 |======================================================== GTX 980 Ti ..... 4.12 |======================================== GTX 1060 ....... 4.07 |======================================= GTX 1070 ....... 3.92 |====================================== GTX 1070 Ti .... 3.97 |====================================== GTX 1080 ....... 3.94 |====================================== GTX 1080 Ti .... 3.92 |====================================== GTX 1660 ....... 4.01 |======================================= GTX 1660 Ti .... 4.02 |======================================= RTX 2060 ....... 3.73 |==================================== RTX 2060 SUPER . 3.68 |==================================== RTX 2070 ....... 3.67 |==================================== RTX 2070 SUPER . 3.71 |==================================== RTX 2080 ....... 3.71 |==================================== RTX 2080 SUPER . 3.69 |==================================== RTX 2080 Ti .... 3.66 |=================================== TITAN RTX ...... 3.66 |=================================== clpeak OpenCL Test: Integer Compute INT GIOPS > Higher Is Better GTX 970 ........ 1140.29 |==== GTX 980 ........ 1312.06 |===== GTX 980 Ti ..... 1610.28 |====== GTX 1060 ....... 1267.89 |===== GTX 1070 ....... 1685.05 |====== GTX 1070 Ti .... 2076.93 |======== GTX 1080 ....... 2430.74 |========= GTX 1080 Ti .... 3301.89 |============ GTX 1660 ....... 4657.79 |================= GTX 1660 Ti .... 4775.45 |================== RTX 2060 ....... 5269.01 |==================== RTX 2060 SUPER . 7023.07 |========================== RTX 2070 ....... 7161.48 |=========================== RTX 2070 SUPER . 8570.60 |================================ RTX 2080 ....... 9660.92 |==================================== RTX 2080 SUPER . 10404.71 |======================================= RTX 2080 Ti .... 13609.33 |=================================================== TITAN RTX ...... 13841.25 |==================================================== Darktable 2.6.0 Test: Boat - Acceleration: OpenCL Seconds < Lower Is Better GTX 970 ........ 4.42 |======================================================== GTX 980 ........ 3.92 |================================================== GTX 980 Ti ..... 3.27 |========================================= GTX 1060 ....... 3.65 |============================================== GTX 1070 ....... 2.89 |===================================== GTX 1070 Ti .... 2.93 |===================================== GTX 1080 ....... 2.72 |================================== GTX 1080 Ti .... 2.29 |============================= GTX 1660 ....... 3.35 |========================================== GTX 1660 Ti .... 2.92 |===================================== RTX 2060 ....... 2.22 |============================ RTX 2060 SUPER . 1.95 |========================= RTX 2070 ....... 1.93 |======================== RTX 2070 SUPER . 1.93 |======================== RTX 2080 ....... 1.90 |======================== RTX 2080 SUPER . 1.82 |======================= RTX 2080 Ti .... 1.64 |===================== TITAN RTX ...... 1.64 |===================== clpeak OpenCL Test: Single-Precision Float GFLOPS > Higher Is Better GTX 970 ........ 3888.16 |============== GTX 980 ........ 4476.69 |================ GTX 980 Ti ..... 5538.75 |==================== GTX 1060 ....... 4199.71 |=============== GTX 1070 ....... 6269.49 |======================= GTX 1070 Ti .... 6770.97 |========================= GTX 1080 ....... 8314.29 |============================== GTX 1080 Ti .... 11720.57 |=========================================== GTX 1660 ....... 4610.01 |================= GTX 1660 Ti .... 4793.66 |================== RTX 2060 ....... 5329.07 |==================== RTX 2060 SUPER . 7089.50 |========================== RTX 2070 ....... 7198.64 |========================== RTX 2070 SUPER . 8502.71 |=============================== RTX 2080 ....... 8883.90 |================================= RTX 2080 SUPER . 10335.50 |====================================== RTX 2080 Ti .... 13532.74 |================================================== TITAN RTX ...... 14203.87 |==================================================== Darktable 2.6.0 Test: Server Room - Acceleration: OpenCL Seconds < Lower Is Better GTX 970 ........ 3.16 |======================================================== GTX 980 ........ 3.10 |======================================================= GTX 980 Ti ..... 1.51 |=========================== GTX 1060 ....... 1.28 |======================= GTX 1070 ....... 1.11 |==================== GTX 1070 Ti .... 1.17 |===================== GTX 1080 ....... 1.09 |=================== GTX 1080 Ti .... 1.05 |=================== GTX 1660 ....... 1.18 |===================== GTX 1660 Ti .... 1.15 |==================== RTX 2060 ....... 0.83 |=============== RTX 2060 SUPER . 0.75 |============= RTX 2070 ....... 0.75 |============= RTX 2070 SUPER . 0.80 |============== RTX 2080 ....... 0.80 |============== RTX 2080 SUPER . 0.79 |============== RTX 2080 Ti .... 0.75 |============= TITAN RTX ...... 0.74 |============= ViennaCL 1.4.2 OpenCL LU Factorization GFLOPS > Higher Is Better GTX 970 ........ 56.95 |=========================================== GTX 980 ........ 59.21 |============================================= GTX 980 Ti ..... 62.01 |=============================================== GTX 1060 ....... 58.67 |============================================ GTX 1070 ....... 63.86 |================================================ GTX 1070 Ti .... 64.68 |================================================= GTX 1080 ....... 66.67 |================================================== GTX 1080 Ti .... 69.09 |==================================================== GTX 1660 ....... 65.10 |================================================= GTX 1660 Ti .... 66.06 |================================================== RTX 2060 ....... 67.92 |=================================================== RTX 2060 SUPER . 69.17 |==================================================== RTX 2070 ....... 69.41 |==================================================== RTX 2070 SUPER . 70.45 |===================================================== RTX 2080 ....... 70.96 |===================================================== RTX 2080 SUPER . 71.47 |====================================================== RTX 2080 Ti .... 72.71 |======================================================= TITAN RTX ...... 72.96 |======================================================= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: FFT SP GFLOPS > Higher Is Better GTX 970 ........ 411.29 |============== GTX 980 ........ 458.35 |=============== GTX 980 Ti ..... 725.98 |======================== GTX 1060 ....... 326.68 |=========== GTX 1070 ....... 478.54 |================ GTX 1070 Ti .... 525.89 |================== GTX 1080 ....... 614.69 |===================== GTX 1080 Ti .... 982.23 |================================= GTX 1660 ....... 452.89 |=============== GTX 1660 Ti .... 665.66 |====================== RTX 2060 ....... 818.44 |=========================== RTX 2060 SUPER . 971.24 |================================= RTX 2070 ....... 976.78 |================================= RTX 2070 SUPER . 1088.17 |===================================== RTX 2080 ....... 1100.00 |===================================== RTX 2080 SUPER . 1203.57 |======================================== RTX 2080 Ti .... 1485.73 |================================================== TITAN RTX ...... 1578.29 |===================================================== clpeak OpenCL Test: Global Memory Bandwidth GBPS > Higher Is Better GTX 970 ........ 143.48 |=============== GTX 980 ........ 164.25 |================= GTX 980 Ti ..... 263.22 |=========================== GTX 1060 ....... 146.62 |=============== GTX 1070 ....... 196.47 |==================== GTX 1070 Ti .... 197.26 |==================== GTX 1080 ....... 222.09 |======================= GTX 1080 Ti .... 328.90 |================================== GTX 1660 ....... 157.60 |================ GTX 1660 Ti .... 234.67 |======================== RTX 2060 ....... 275.86 |============================ RTX 2060 SUPER . 367.92 |====================================== RTX 2070 ....... 368.96 |====================================== RTX 2070 SUPER . 369.11 |====================================== RTX 2080 ....... 368.47 |====================================== RTX 2080 SUPER . 405.00 |========================================= RTX 2080 Ti .... 506.33 |==================================================== TITAN RTX ...... 528.89 |====================================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: MD5 Hash GHash/s > Higher Is Better GTX 970 ........ 6.50 |========== GTX 980 ........ 7.49 |=========== GTX 980 Ti ..... 9.22 |============== GTX 1060 ....... 7.26 |=========== GTX 1070 ....... 10.61 |================ GTX 1070 Ti .... 11.70 |================== GTX 1080 ....... 14.25 |====================== GTX 1080 Ti .... 19.72 |============================== GTX 1660 ....... 11.87 |================== GTX 1660 Ti .... 12.98 |==================== RTX 2060 ....... 16.04 |======================== RTX 2060 SUPER . 18.22 |============================ RTX 2070 ....... 18.77 |============================ RTX 2070 SUPER . 21.78 |================================= RTX 2080 ....... 24.07 |==================================== RTX 2080 SUPER . 26.56 |======================================== RTX 2080 Ti .... 34.91 |===================================================== TITAN RTX ...... 36.39 |======================================================= System Power Consumption Monitor Phoronix Test Suite System Monitoring Watts GTX 970 ........ MIN: 49 AVG: 158 MAX: 306 GTX 980 ........ MIN: 50 AVG: 168 MAX: 329 GTX 980 Ti ..... MIN: 54 AVG: 199 MAX: 370 GTX 1060 ....... MIN: 44 AVG: 128 MAX: 270 GTX 1070 ....... MIN: 44 AVG: 151 MAX: 287 GTX 1070 Ti .... MIN: 49 AVG: 132 MAX: 260 GTX 1080 ....... MIN: 45 AVG: 163 MAX: 328 GTX 1080 Ti .... MIN: 50 AVG: 208 MAX: 380 GTX 1660 ....... MIN: 43 AVG: 115 MAX: 262 GTX 1660 Ti .... MIN: 45 AVG: 128 MAX: 274 RTX 2060 ....... MIN: 46 AVG: 154 MAX: 304 RTX 2060 SUPER . MIN: 45 AVG: 159 MAX: 312 RTX 2070 ....... MIN: 46 AVG: 165 MAX: 321 RTX 2070 SUPER . MIN: 46 AVG: 134 MAX: 323 RTX 2080 ....... MIN: 48 AVG: 182 MAX: 343 RTX 2080 SUPER . MIN: 46 AVG: 173 MAX: 331 RTX 2080 Ti .... MIN: 50 AVG: 227 MAX: 374 TITAN RTX ...... MIN: 51 AVG: 228 MAX: 371 GPU Temperature Monitor Phoronix Test Suite System Monitoring Celsius GTX 970 ........ MIN: 28.0 AVG: 52.3 MAX: 68.0 GTX 980 ........ MIN: 29.0 AVG: 68.5 MAX: 81.0 GTX 980 Ti ..... MIN: 36.0 AVG: 71.6 MAX: 85.0 GTX 1060 ....... MIN: 30.0 AVG: 58.1 MAX: 74.0 GTX 1070 ....... MIN: 28.0 AVG: 61.9 MAX: 76.0 GTX 1070 Ti .... MIN: 39.0 AVG: 48.4 MAX: 61.0 GTX 1080 ....... MIN: 30.0 AVG: 63.7 MAX: 77.0 GTX 1080 Ti .... MIN: 34.0 AVG: 67.9 MAX: 84.0 GTX 1660 ....... MIN: 28.0 AVG: 56.7 MAX: 77.0 GTX 1660 Ti .... MIN: 30.0 AVG: 50.7 MAX: 65.0 RTX 2060 ....... MIN: 32.0 AVG: 57.9 MAX: 72.0 RTX 2060 SUPER . MIN: 29.0 AVG: 54.3 MAX: 75.0 RTX 2070 ....... MIN: 28.0 AVG: 58.6 MAX: 77.0 RTX 2070 SUPER . MIN: 27.0 AVG: 43.7 MAX: 69.0 RTX 2080 ....... MIN: 30.0 AVG: 66.0 MAX: 83.0 RTX 2080 SUPER . MIN: 34.0 AVG: 53.4 MAX: 70.0 RTX 2080 Ti .... MIN: 31.0 AVG: 60.9 MAX: 77.0 TITAN RTX ...... MIN: 37.0 AVG: 62.0 MAX: 80.0 OctaneBench 4.00c System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 51 AVG: 160 MAX: 180 GTX 980 ........ MIN: 54 AVG: 179 MAX: 203 GTX 980 Ti ..... MIN: 128 AVG: 221 MAX: 240 GTX 1060 ....... MIN: 45 AVG: 120 MAX: 135 GTX 1070 ....... MIN: 86 AVG: 158 MAX: 174 GTX 1070 Ti .... MIN: 52 AVG: 132 MAX: 183 GTX 1080 ....... MIN: 48 AVG: 168 MAX: 228 GTX 1080 Ti .... MIN: 131 AVG: 237 MAX: 265 GTX 1660 ....... MIN: 46 AVG: 127 MAX: 145 GTX 1660 Ti .... MIN: 47 AVG: 146 MAX: 161 RTX 2060 ....... MIN: 50 AVG: 188 MAX: 218 RTX 2060 SUPER . MIN: 47 AVG: 211 MAX: 233 RTX 2070 ....... MIN: 47 AVG: 215 MAX: 242 RTX 2070 SUPER . MIN: 49 AVG: 212 MAX: 246 RTX 2080 ....... MIN: 50 AVG: 239 MAX: 278 RTX 2080 SUPER . MIN: 48 AVG: 225 MAX: 262 RTX 2080 Ti .... MIN: 52 AVG: 323 MAX: 356 TITAN RTX ...... MIN: 55 AVG: 327 MAX: 358 OctaneBench 4.00c Total Score Score Per Watt > Higher Is Better GTX 970 ........ 0.60 |=============================== GTX 980 ........ 0.61 |================================ GTX 980 Ti ..... 0.64 |================================= GTX 1060 ....... 0.76 |======================================== GTX 1070 ....... 0.84 |============================================ GTX 1070 Ti .... 1.07 |======================================================== GTX 1080 ....... 0.88 |============================================== GTX 1080 Ti .... 0.89 |=============================================== GTX 1660 ....... 0.93 |================================================= GTX 1660 Ti .... 0.91 |================================================ RTX 2060 ....... 0.87 |============================================== RTX 2060 SUPER . 0.97 |=================================================== RTX 2070 ....... 0.96 |================================================== RTX 2070 SUPER . 1.04 |====================================================== RTX 2080 ....... 0.93 |================================================= RTX 2080 SUPER . 1.04 |====================================================== RTX 2080 Ti .... 0.96 |================================================== TITAN RTX ...... 0.99 |==================================================== LeelaChessZero 0.22.0 System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 82 AVG: 165 MAX: 253 GTX 980 ........ MIN: 52 AVG: 154 MAX: 248 GTX 980 Ti ..... MIN: 59 AVG: 216 MAX: 319 GTX 1060 ....... MIN: 47 AVG: 138 MAX: 187 GTX 1070 ....... MIN: 72 AVG: 152 MAX: 215 GTX 1070 Ti .... MIN: 52 AVG: 129 MAX: 198 GTX 1080 ....... MIN: 49 AVG: 161 MAX: 253 GTX 1080 Ti .... MIN: 107 AVG: 215 MAX: 321 GTX 1660 ....... MIN: 47 AVG: 118 MAX: 180 GTX 1660 Ti .... MIN: 48 AVG: 134 MAX: 196 RTX 2060 ....... MIN: 49 AVG: 147 MAX: 231 RTX 2060 SUPER . MIN: 46 AVG: 152 MAX: 242 RTX 2070 ....... MIN: 49 AVG: 173 MAX: 254 RTX 2070 SUPER . MIN: 47 AVG: 179 MAX: 276 RTX 2080 ....... MIN: 53 AVG: 175 MAX: 287 RTX 2080 SUPER . MIN: 48 AVG: 171 MAX: 315 TITAN RTX ...... MIN: 53 AVG: 198 MAX: 371 LeelaChessZero 0.22.0 Backend: OpenCL Nodes Per Second Per Watt > Higher Is Better GTX 970 ........ 1.26 |==== GTX 980 ........ 1.83 |====== GTX 980 Ti ..... 2.16 |======== GTX 1060 ....... 1.90 |======= GTX 1070 ....... 4.21 |=============== GTX 1070 Ti .... 5.86 |==================== GTX 1080 ....... 7.10 |========================= GTX 1080 Ti .... 8.75 |============================== GTX 1660 ....... 2.84 |========== GTX 1660 Ti .... 3.13 |=========== RTX 2060 ....... 4.79 |================= RTX 2060 SUPER . 6.57 |======================= RTX 2070 ....... 5.78 |==================== RTX 2070 SUPER . 8.98 |=============================== RTX 2080 ....... 10.73 |===================================== RTX 2080 SUPER . 12.32 |=========================================== RTX 2080 Ti .... 14.00 |================================================= TITAN RTX ...... 15.81 |======================================================= PlaidML System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 75 AVG: 201 MAX: 221 GTX 980 ........ MIN: 56 AVG: 208 MAX: 247 GTX 980 Ti ..... MIN: 120 AVG: 274 MAX: 331 GTX 1060 ....... MIN: 45 AVG: 170 MAX: 189 GTX 1070 ....... MIN: 84 AVG: 181 MAX: 210 GTX 1070 Ti .... MIN: 52 AVG: 180 MAX: 208 GTX 1080 ....... MIN: 90 AVG: 209 MAX: 254 GTX 1080 Ti .... MIN: 56 AVG: 246 MAX: 321 GTX 1660 ....... MIN: 46 AVG: 161 MAX: 186 GTX 1660 Ti .... MIN: 48 AVG: 168 MAX: 196 RTX 2060 ....... MIN: 50 AVG: 192 MAX: 231 RTX 2060 SUPER . MIN: 55 AVG: 194 MAX: 241 RTX 2070 ....... MIN: 50 AVG: 197 MAX: 253 RTX 2070 SUPER . MIN: 48 AVG: 200 MAX: 277 RTX 2080 ....... MIN: 50 AVG: 230 MAX: 288 RTX 2080 SUPER . MIN: 50 AVG: 224 MAX: 303 RTX 2080 Ti .... MIN: 53 AVG: 251 MAX: 354 TITAN RTX ...... MIN: 53 AVG: 260 MAX: 362 PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 0.24 |================== GTX 980 ........ 0.26 |=================== GTX 980 Ti ..... 0.25 |=================== GTX 1060 ....... 0.32 |======================== GTX 1070 ....... 0.43 |================================ GTX 1070 Ti .... 0.50 |===================================== GTX 1080 ....... 0.48 |==================================== GTX 1080 Ti .... 0.56 |========================================== GTX 1660 ....... 0.42 |=============================== GTX 1660 Ti .... 0.44 |================================= RTX 2060 ....... 0.46 |================================== RTX 2060 SUPER . 0.52 |======================================= RTX 2070 ....... 0.53 |======================================== RTX 2070 SUPER . 0.61 |============================================== RTX 2080 ....... 0.56 |========================================== RTX 2080 SUPER . 0.64 |================================================ RTX 2080 Ti .... 0.74 |======================================================= TITAN RTX ...... 0.75 |======================================================== PlaidML System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 95 AVG: 196 MAX: 219 GTX 980 ........ MIN: 90 AVG: 214 MAX: 251 GTX 980 Ti ..... MIN: 57 AVG: 271 MAX: 329 GTX 1060 ....... MIN: 69 AVG: 166 MAX: 190 GTX 1070 ....... MIN: 50 AVG: 173 MAX: 209 GTX 1070 Ti .... MIN: 52 AVG: 170 MAX: 206 GTX 1080 ....... MIN: 46 AVG: 209 MAX: 254 GTX 1080 Ti .... MIN: 52 AVG: 234 MAX: 318 GTX 1660 ....... MIN: 46 AVG: 146 MAX: 182 GTX 1660 Ti .... MIN: 46 AVG: 164 MAX: 196 RTX 2060 ....... MIN: 48 AVG: 179 MAX: 229 RTX 2060 SUPER . MIN: 53 AVG: 182 MAX: 240 RTX 2070 ....... MIN: 48 AVG: 194 MAX: 251 RTX 2070 SUPER . MIN: 47 AVG: 192 MAX: 276 RTX 2080 ....... MIN: 49 AVG: 201 MAX: 286 RTX 2080 SUPER . MIN: 48 AVG: 219 MAX: 299 RTX 2080 Ti .... MIN: 53 AVG: 239 MAX: 354 TITAN RTX ...... MIN: 52 AVG: 240 MAX: 363 PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 0.31 |================= GTX 980 ........ 0.32 |================= GTX 980 Ti ..... 0.32 |================= GTX 1060 ....... 0.42 |======================= GTX 1070 ....... 0.56 |============================== GTX 1070 Ti .... 0.67 |==================================== GTX 1080 ....... 0.61 |================================= GTX 1080 Ti .... 0.75 |========================================= GTX 1660 ....... 0.58 |================================ GTX 1660 Ti .... 0.56 |============================== RTX 2060 ....... 0.62 |================================== RTX 2060 SUPER . 0.71 |======================================= RTX 2070 ....... 0.68 |===================================== RTX 2070 SUPER . 0.81 |============================================ RTX 2080 ....... 0.82 |============================================= RTX 2080 SUPER . 0.82 |============================================= RTX 2080 Ti .... 0.98 |===================================================== TITAN RTX ...... 1.03 |======================================================== PlaidML System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 94 AVG: 160 MAX: 203 GTX 980 ........ MIN: 100 AVG: 162 MAX: 219 GTX 980 Ti ..... MIN: 57 AVG: 192 MAX: 249 GTX 1060 ....... MIN: 46 AVG: 123 MAX: 160 GTX 1070 ....... MIN: 50 AVG: 133 MAX: 187 GTX 1070 Ti .... MIN: 52 AVG: 129 MAX: 152 GTX 1080 ....... MIN: 49 AVG: 142 MAX: 209 GTX 1660 ....... MIN: 46 AVG: 97 MAX: 136 GTX 1660 Ti .... MIN: 47 AVG: 100 MAX: 151 RTX 2060 ....... MIN: 49 AVG: 126 MAX: 187 RTX 2060 SUPER . MIN: 55 AVG: 136 MAX: 187 RTX 2070 SUPER . MIN: 49 AVG: 136 MAX: 193 RTX 2080 ....... MIN: 57 AVG: 139 MAX: 215 RTX 2080 SUPER . MIN: 52 AVG: 131 MAX: 208 RTX 2080 Ti .... MIN: 53 AVG: 166 MAX: 275 PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 1.28 |============== GTX 980 ........ 1.43 |================ GTX 980 Ti ..... 1.41 |================ GTX 1060 ....... 1.83 |==================== GTX 1070 ....... 2.37 |========================== GTX 1070 Ti .... 2.59 |============================ GTX 1080 ....... 2.81 |=============================== GTX 1080 Ti .... 3.00 |================================= GTX 1660 ....... 2.98 |================================= GTX 1660 Ti .... 3.14 |=================================== RTX 2060 ....... 3.10 |================================== RTX 2060 SUPER . 3.23 |==================================== RTX 2070 ....... 3.68 |======================================== RTX 2070 SUPER . 3.67 |======================================== RTX 2080 ....... 3.95 |=========================================== RTX 2080 SUPER . 4.52 |================================================== RTX 2080 Ti .... 4.56 |================================================== TITAN RTX ...... 5.09 |======================================================== PlaidML System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 83 AVG: 173 MAX: 233 GTX 980 ........ MIN: 53 AVG: 177 MAX: 245 GTX 980 Ti ..... MIN: 129 AVG: 234 MAX: 292 GTX 1060 ....... MIN: 46 AVG: 133 MAX: 182 GTX 1070 ....... MIN: 90 AVG: 154 MAX: 208 GTX 1070 Ti .... MIN: 52 AVG: 140 MAX: 177 GTX 1080 ....... MIN: 48 AVG: 150 MAX: 247 GTX 1080 Ti .... MIN: 56 AVG: 186 MAX: 313 GTX 1660 ....... MIN: 46 AVG: 120 MAX: 160 GTX 1660 Ti .... MIN: 48 AVG: 141 MAX: 183 RTX 2060 ....... MIN: 49 AVG: 148 MAX: 222 RTX 2060 SUPER . MIN: 55 AVG: 145 MAX: 231 RTX 2070 ....... MIN: 48 AVG: 122 MAX: 240 RTX 2070 SUPER . MIN: 47 AVG: 146 MAX: 250 RTX 2080 ....... MIN: 52 AVG: 138 MAX: 232 RTX 2080 SUPER . MIN: 49 AVG: 163 MAX: 270 TITAN RTX ...... MIN: 53 AVG: 129 MAX: 168 PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 1.05 |============ GTX 980 ........ 1.15 |============= GTX 980 Ti ..... 1.06 |============ GTX 1060 ....... 1.48 |================ GTX 1070 ....... 1.80 |==================== GTX 1070 Ti .... 2.10 |======================= GTX 1080 ....... 2.25 |========================= GTX 1080 Ti .... 2.66 |============================== GTX 1660 ....... 1.90 |===================== GTX 1660 Ti .... 1.84 |==================== RTX 2060 ....... 2.16 |======================== RTX 2060 SUPER . 2.59 |============================= RTX 2070 ....... 3.09 |================================== RTX 2070 SUPER . 2.89 |================================ RTX 2080 ....... 3.21 |==================================== RTX 2080 SUPER . 3.18 |=================================== RTX 2080 Ti .... 3.70 |========================================= TITAN RTX ...... 5.03 |======================================================== PlaidML System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 81 AVG: 183 MAX: 220 GTX 980 ........ MIN: 57 AVG: 188 MAX: 243 GTX 980 Ti ..... MIN: 127 AVG: 220 MAX: 282 GTX 1060 ....... MIN: 47 AVG: 150 MAX: 180 GTX 1070 ....... MIN: 84 AVG: 149 MAX: 206 GTX 1070 Ti .... MIN: 51 AVG: 142 MAX: 173 GTX 1080 ....... MIN: 85 AVG: 196 MAX: 243 GTX 1080 Ti .... MIN: 128 AVG: 192 MAX: 304 GTX 1660 ....... MIN: 46 AVG: 123 MAX: 153 GTX 1660 Ti .... MIN: 46 AVG: 137 MAX: 178 RTX 2060 ....... MIN: 48 AVG: 151 MAX: 214 RTX 2060 SUPER . MIN: 54 AVG: 163 MAX: 224 RTX 2070 ....... MIN: 50 AVG: 168 MAX: 230 RTX 2070 SUPER . MIN: 50 AVG: 161 MAX: 235 RTX 2080 ....... MIN: 49 AVG: 176 MAX: 255 RTX 2080 SUPER . MIN: 50 AVG: 171 MAX: 255 RTX 2080 Ti .... MIN: 52 AVG: 207 MAX: 322 TITAN RTX ...... MIN: 56 AVG: 179 MAX: 328 PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 0.52 |=============== GTX 980 ........ 0.56 |================ GTX 980 Ti ..... 0.61 |================== GTX 1060 ....... 0.70 |==================== GTX 1070 ....... 0.99 |============================ GTX 1070 Ti .... 1.08 |=============================== GTX 1080 ....... 0.94 |=========================== GTX 1080 Ti .... 1.34 |====================================== GTX 1660 ....... 0.95 |=========================== GTX 1660 Ti .... 1.02 |============================= RTX 2060 ....... 1.11 |================================ RTX 2060 SUPER . 1.23 |=================================== RTX 2070 ....... 1.18 |================================== RTX 2070 SUPER . 1.34 |====================================== RTX 2080 ....... 1.36 |======================================= RTX 2080 SUPER . 1.52 |============================================ RTX 2080 Ti .... 1.66 |================================================ TITAN RTX ...... 1.95 |======================================================== PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 5.20 |============ GTX 980 ........ 5.53 |============= GTX 980 Ti ..... 6.64 |================ GTX 1060 ....... 7.59 |================== GTX 1070 ....... 9.65 |======================= GTX 1070 Ti .... 11.30 |=========================== GTX 1080 ....... 9.35 |====================== GTX 1080 Ti .... 10.22 |======================== GTX 1660 ....... 9.56 |======================= GTX 1660 Ti .... 11.20 |=========================== RTX 2060 ....... 11.67 |============================ RTX 2060 SUPER . 12.98 |=============================== RTX 2070 ....... 14.84 |=================================== RTX 2070 SUPER . 19.70 |=============================================== RTX 2080 ....... 14.16 |================================== RTX 2080 SUPER . 16.60 |======================================= RTX 2080 Ti .... 22.63 |====================================================== TITAN RTX ...... 23.23 |======================================================= PlaidML System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 90 AVG: 194 MAX: 220 GTX 980 ........ MIN: 53 AVG: 201 MAX: 247 GTX 980 Ti ..... MIN: 71 AVG: 245 MAX: 317 GTX 1060 ....... MIN: 46 AVG: 157 MAX: 187 GTX 1070 ....... MIN: 71 AVG: 170 MAX: 209 GTX 1070 Ti .... MIN: 52 AVG: 158 MAX: 196 GTX 1080 ....... MIN: 91 AVG: 194 MAX: 252 GTX 1080 Ti .... MIN: 121 AVG: 236 MAX: 319 GTX 1660 ....... MIN: 46 AVG: 137 MAX: 172 GTX 1660 Ti .... MIN: 48 AVG: 154 MAX: 192 RTX 2060 ....... MIN: 49 AVG: 180 MAX: 228 RTX 2060 SUPER . MIN: 57 AVG: 210 MAX: 238 RTX 2070 ....... MIN: 49 AVG: 189 MAX: 251 RTX 2070 SUPER . MIN: 47 AVG: 198 MAX: 272 RTX 2080 ....... MIN: 53 AVG: 182 MAX: 278 RTX 2080 SUPER . MIN: 49 AVG: 195 MAX: 279 RTX 2080 Ti .... MIN: 53 AVG: 211 MAX: 351 TITAN RTX ...... MIN: 53 AVG: 227 MAX: 356 PlaidML FP16: Yes - Mode: Inference - Network: VGG19 - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 0.20 |=============== GTX 980 ........ 0.22 |================= GTX 980 Ti ..... 0.23 |================== GTX 1060 ....... 0.28 |===================== GTX 1070 ....... 0.37 |============================ GTX 1070 Ti .... 0.46 |=================================== GTX 1080 ....... 0.43 |================================= GTX 1080 Ti .... 0.49 |====================================== GTX 1660 ....... 0.38 |============================= GTX 1660 Ti .... 0.38 |============================= RTX 2060 ....... 0.40 |=============================== RTX 2060 SUPER . 0.39 |============================== RTX 2070 ....... 0.44 |================================== RTX 2070 SUPER . 0.49 |====================================== RTX 2080 ....... 0.58 |============================================ RTX 2080 SUPER . 0.59 |============================================= RTX 2080 Ti .... 0.73 |======================================================== TITAN RTX ...... 0.71 |====================================================== PlaidML System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 52 AVG: 184 MAX: 233 GTX 980 ........ MIN: 69 AVG: 196 MAX: 247 GTX 980 Ti ..... MIN: 55 AVG: 244 MAX: 316 GTX 1060 ....... MIN: 46 AVG: 152 MAX: 188 GTX 1070 ....... MIN: 48 AVG: 162 MAX: 207 GTX 1070 Ti .... MIN: 95 AVG: 160 MAX: 191 GTX 1080 ....... MIN: 88 AVG: 189 MAX: 252 GTX 1080 Ti .... MIN: 118 AVG: 236 MAX: 317 GTX 1660 ....... MIN: 46 AVG: 138 MAX: 169 GTX 1660 Ti .... MIN: 47 AVG: 152 MAX: 192 RTX 2060 ....... MIN: 48 AVG: 164 MAX: 226 RTX 2060 SUPER . MIN: 54 AVG: 188 MAX: 234 RTX 2070 ....... MIN: 48 AVG: 174 MAX: 249 RTX 2070 SUPER . MIN: 47 AVG: 188 MAX: 268 RTX 2080 ....... MIN: 54 AVG: 173 MAX: 273 RTX 2080 SUPER . MIN: 49 AVG: 181 MAX: 275 RTX 2080 Ti .... MIN: 53 AVG: 188 MAX: 345 TITAN RTX ...... MIN: 54 AVG: 217 MAX: 354 PlaidML FP16: Yes - Mode: Inference - Network: VGG16 - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 0.27 |=============== GTX 980 ........ 0.28 |=============== GTX 980 Ti ..... 0.29 |================ GTX 1060 ....... 0.37 |==================== GTX 1070 ....... 0.49 |========================== GTX 1070 Ti .... 0.57 |=============================== GTX 1080 ....... 0.56 |============================== GTX 1080 Ti .... 0.62 |================================= GTX 1660 ....... 0.48 |========================== GTX 1660 Ti .... 0.48 |========================== RTX 2060 ....... 0.55 |============================== RTX 2060 SUPER . 0.55 |============================== RTX 2070 ....... 0.61 |================================= RTX 2070 SUPER . 0.66 |==================================== RTX 2080 ....... 0.77 |========================================= RTX 2080 SUPER . 0.80 |=========================================== RTX 2080 Ti .... 1.04 |======================================================== TITAN RTX ...... 0.94 |=================================================== PlaidML System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 52 AVG: 149 MAX: 190 GTX 980 ........ MIN: 54 AVG: 158 MAX: 213 GTX 980 Ti ..... MIN: 57 AVG: 191 MAX: 247 GTX 1060 ....... MIN: 46 AVG: 126 MAX: 158 GTX 1070 ....... MIN: 48 AVG: 135 MAX: 189 GTX 1070 Ti .... MIN: 54 AVG: 128 MAX: 158 GTX 1080 ....... MIN: 49 AVG: 152 MAX: 201 GTX 1080 Ti .... MIN: 110 AVG: 204 MAX: 255 GTX 1660 ....... MIN: 46 AVG: 107 MAX: 138 GTX 1660 Ti .... MIN: 48 AVG: 115 MAX: 152 RTX 2060 ....... MIN: 49 AVG: 134 MAX: 190 RTX 2060 SUPER . MIN: 56 AVG: 142 MAX: 205 RTX 2070 ....... MIN: 52 AVG: 139 MAX: 204 RTX 2070 SUPER . MIN: 49 AVG: 125 MAX: 203 RTX 2080 ....... MIN: 52 AVG: 146 MAX: 217 RTX 2080 SUPER . MIN: 49 AVG: 142 MAX: 214 RTX 2080 Ti .... MIN: 52 AVG: 173 MAX: 273 TITAN RTX ...... MIN: 53 AVG: 173 MAX: 278 PlaidML FP16: Yes - Mode: Inference - Network: DenseNet 201 - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 0.54 |==================== GTX 980 ........ 0.59 |====================== GTX 980 Ti ..... 0.58 |===================== GTX 1060 ....... 0.72 |========================== GTX 1070 ....... 0.94 |================================== GTX 1070 Ti .... 1.01 |===================================== GTX 1080 ....... 0.95 |=================================== GTX 1080 Ti .... 0.94 |================================== GTX 1660 ....... 0.96 |=================================== GTX 1660 Ti .... 0.99 |==================================== RTX 2060 ....... 1.15 |========================================== RTX 2060 SUPER . 1.26 |============================================== RTX 2070 ....... 1.27 |============================================== RTX 2070 SUPER . 1.53 |======================================================== RTX 2080 ....... 1.29 |=============================================== RTX 2080 SUPER . 1.41 |==================================================== RTX 2080 Ti .... 1.47 |====================================================== TITAN RTX ...... 1.52 |======================================================== PlaidML System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 95 AVG: 193 MAX: 217 GTX 980 ........ MIN: 99 AVG: 200 MAX: 241 GTX 980 Ti ..... MIN: 124 AVG: 237 MAX: 285 GTX 1060 ....... MIN: 75 AVG: 157 MAX: 179 GTX 1070 ....... MIN: 84 AVG: 182 MAX: 211 GTX 1070 Ti .... MIN: 51 AVG: 151 MAX: 176 GTX 1080 ....... MIN: 48 AVG: 203 MAX: 246 GTX 1080 Ti .... MIN: 107 AVG: 239 MAX: 316 GTX 1660 ....... MIN: 45 AVG: 135 MAX: 160 GTX 1660 Ti .... MIN: 47 AVG: 154 MAX: 185 RTX 2060 ....... MIN: 48 AVG: 176 MAX: 224 RTX 2060 SUPER . MIN: 54 AVG: 193 MAX: 235 RTX 2070 ....... MIN: 48 AVG: 191 MAX: 247 RTX 2070 SUPER . MIN: 47 AVG: 185 MAX: 250 RTX 2080 ....... MIN: 50 AVG: 201 MAX: 273 RTX 2080 SUPER . MIN: 47 AVG: 205 MAX: 277 RTX 2080 Ti .... MIN: 50 AVG: 232 MAX: 336 TITAN RTX ...... MIN: 51 AVG: 235 MAX: 342 PlaidML FP16: Yes - Mode: Inference - Network: NASNer Large - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 0.11 |================= GTX 980 ........ 0.12 |================== GTX 980 Ti ..... 0.13 |==================== GTX 1060 ....... 0.15 |======================= GTX 1070 ....... 0.18 |=========================== GTX 1070 Ti .... 0.23 |=================================== GTX 1080 ....... 0.20 |============================== GTX 1080 Ti .... 0.24 |==================================== GTX 1660 ....... 0.21 |================================ GTX 1660 Ti .... 0.22 |================================= RTX 2060 ....... 0.23 |=================================== RTX 2060 SUPER . 0.25 |====================================== RTX 2070 ....... 0.26 |======================================= RTX 2070 SUPER . 0.30 |============================================= RTX 2080 ....... 0.29 |============================================ RTX 2080 SUPER . 0.32 |================================================ RTX 2080 Ti .... 0.37 |======================================================== TITAN RTX ...... 0.37 |======================================================== PlaidML System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 82 AVG: 163 MAX: 201 GTX 980 ........ MIN: 53 AVG: 183 MAX: 229 GTX 980 Ti ..... MIN: 128 AVG: 205 MAX: 261 GTX 1060 ....... MIN: 69 AVG: 129 MAX: 164 GTX 1070 ....... MIN: 78 AVG: 158 MAX: 203 GTX 1070 Ti .... MIN: 52 AVG: 131 MAX: 163 GTX 1080 ....... MIN: 95 AVG: 160 MAX: 227 GTX 1080 Ti .... MIN: 56 AVG: 190 MAX: 285 GTX 1660 ....... MIN: 45 AVG: 110 MAX: 144 GTX 1660 Ti .... MIN: 47 AVG: 118 MAX: 162 RTX 2060 ....... MIN: 48 AVG: 142 MAX: 199 RTX 2060 SUPER . MIN: 54 AVG: 144 MAX: 207 RTX 2070 ....... MIN: 49 AVG: 148 MAX: 211 RTX 2070 SUPER . MIN: 48 AVG: 135 MAX: 212 RTX 2080 ....... MIN: 51 AVG: 140 MAX: 235 RTX 2080 SUPER . MIN: 49 AVG: 148 MAX: 225 RTX 2080 Ti .... MIN: 52 AVG: 168 MAX: 292 TITAN RTX ...... MIN: 56 AVG: 169 MAX: 293 PlaidML FP16: Yes - Mode: Inference - Network: ResNet 50 - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 0.71 |================ GTX 980 ........ 0.78 |================= GTX 980 Ti ..... 0.79 |================= GTX 1060 ....... 1.01 |====================== GTX 1070 ....... 1.24 |=========================== GTX 1070 Ti .... 1.57 |================================== GTX 1080 ....... 1.51 |================================= GTX 1080 Ti .... 1.76 |======================================= GTX 1660 ....... 1.42 |=============================== GTX 1660 Ti .... 1.47 |================================ RTX 2060 ....... 1.55 |================================== RTX 2060 SUPER . 1.74 |====================================== RTX 2070 ....... 1.69 |===================================== RTX 2070 SUPER . 2.10 |============================================== RTX 2080 ....... 2.19 |================================================ RTX 2080 SUPER . 2.22 |================================================= RTX 2080 Ti .... 2.53 |======================================================= TITAN RTX ...... 2.56 |======================================================== PlaidML System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 73 AVG: 159 MAX: 191 GTX 980 ........ MIN: 99 AVG: 168 MAX: 212 GTX 980 Ti ..... MIN: 128 AVG: 194 MAX: 240 GTX 1060 ....... MIN: 56 AVG: 125 MAX: 156 GTX 1070 ....... MIN: 71 AVG: 149 MAX: 185 GTX 1070 Ti .... MIN: 51 AVG: 131 MAX: 154 GTX 1080 ....... MIN: 85 AVG: 158 MAX: 205 GTX 1080 Ti .... MIN: 126 AVG: 202 MAX: 257 GTX 1660 ....... MIN: 44 AVG: 113 MAX: 143 GTX 1660 Ti .... MIN: 47 AVG: 123 MAX: 164 RTX 2060 ....... MIN: 49 AVG: 144 MAX: 197 RTX 2060 SUPER . MIN: 53 AVG: 148 MAX: 204 RTX 2070 ....... MIN: 48 AVG: 141 MAX: 208 RTX 2070 SUPER . MIN: 47 AVG: 140 MAX: 205 RTX 2080 ....... MIN: 49 AVG: 153 MAX: 230 RTX 2080 SUPER . MIN: 48 AVG: 151 MAX: 227 RTX 2080 Ti .... MIN: 51 AVG: 178 MAX: 280 TITAN RTX ...... MIN: 51 AVG: 183 MAX: 283 PlaidML FP16: Yes - Mode: Inference - Network: Inception V3 - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 0.56 |=============== GTX 980 ........ 0.61 |================= GTX 980 Ti ..... 0.60 |================ GTX 1060 ....... 0.78 |===================== GTX 1070 ....... 0.95 |========================== GTX 1070 Ti .... 1.12 |=============================== GTX 1080 ....... 1.10 |============================== GTX 1080 Ti .... 1.13 |=============================== GTX 1660 ....... 1.22 |================================= GTX 1660 Ti .... 1.32 |==================================== RTX 2060 ....... 1.34 |===================================== RTX 2060 SUPER . 1.49 |========================================= RTX 2070 ....... 1.57 |=========================================== RTX 2070 SUPER . 1.72 |=============================================== RTX 2080 ....... 1.75 |================================================ RTX 2080 SUPER . 1.99 |======================================================= RTX 2080 Ti .... 2.04 |======================================================== TITAN RTX ...... 2.04 |======================================================== PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL FPS Per Watt > Higher Is Better GTX 970 ........ 6.98 |============== GTX 980 ........ 7.17 |=============== GTX 980 Ti ..... 7.67 |================ GTX 1060 ....... 9.57 |==================== GTX 1070 ....... 12.35 |========================= GTX 1070 Ti .... 14.16 |============================= GTX 1080 ....... 14.02 |============================= GTX 1080 Ti .... 15.21 |=============================== GTX 1660 ....... 14.79 |============================== GTX 1660 Ti .... 16.06 |================================= RTX 2060 ....... 18.20 |===================================== RTX 2060 SUPER . 20.68 |=========================================== RTX 2070 ....... 21.35 |============================================ RTX 2070 SUPER . 24.75 |=================================================== RTX 2080 ....... 26.21 |====================================================== RTX 2080 SUPER . 25.06 |==================================================== RTX 2080 Ti .... 26.71 |======================================================= TITAN RTX ...... 22.19 |============================================== cl-mem 2017-01-13 Benchmark: Write GB/s Per Watt > Higher Is Better GTX 970 ........ 1.07 |================ GTX 980 ........ 1.03 |================ GTX 980 Ti ..... 1.48 |====================== GTX 1060 ....... 1.44 |====================== GTX 1070 ....... 1.54 |======================= GTX 1070 Ti .... 1.76 |=========================== GTX 1080 ....... 1.64 |========================= GTX 1080 Ti .... 2.02 |============================== GTX 1660 ....... 1.61 |======================== GTX 1660 Ti .... 2.33 |=================================== RTX 2060 ....... 2.24 |================================== RTX 2060 SUPER . 2.61 |======================================= RTX 2070 ....... 3.71 |======================================================== RTX 2070 SUPER . 2.60 |======================================= RTX 2080 ....... 2.74 |========================================= RTX 2080 SUPER . 2.85 |=========================================== RTX 2080 Ti .... 3.46 |==================================================== TITAN RTX ...... 3.13 |=============================================== cl-mem 2017-01-13 Benchmark: Read GB/s Per Watt > Higher Is Better GTX 970 ........ 1.05 |=============== GTX 980 ........ 1.19 |================= GTX 980 Ti ..... 1.76 |========================== GTX 1060 ....... 1.34 |=================== GTX 1070 ....... 1.68 |======================== GTX 1070 Ti .... 1.86 |=========================== GTX 1080 ....... 1.90 |============================ GTX 1080 Ti .... 2.10 |=============================== GTX 1660 ....... 1.69 |========================= GTX 1660 Ti .... 2.67 |======================================= RTX 2060 ....... 2.76 |======================================== RTX 2060 SUPER . 3.09 |============================================= RTX 2070 ....... 3.28 |================================================ RTX 2070 SUPER . 3.47 |================================================== RTX 2080 ....... 3.26 |=============================================== RTX 2080 SUPER . 3.85 |======================================================== RTX 2080 Ti .... 3.38 |================================================= TITAN RTX ...... 3.37 |================================================= clpeak System Power Consumption Monitor Watts < Lower Is Better GTX 1060 ....... MIN: 66 AVG: 117 MAX: 191 GTX 1080 Ti .... MIN: 52 AVG: 200 MAX: 329 GTX 1660 Ti .... MIN: 46 AVG: 78 MAX: 158 RTX 2060 SUPER . MIN: 47 AVG: 87 MAX: 243 RTX 2070 ....... MIN: 48 AVG: 136 MAX: 255 RTX 2070 SUPER . MIN: 48 AVG: 142 MAX: 279 RTX 2080 SUPER . MIN: 48 AVG: 144 MAX: 289 TITAN RTX ...... MIN: 53 AVG: 208 MAX: 367 clpeak OpenCL Test: Integer Compute INT GIOPS Per Watt > Higher Is Better GTX 970 ........ 9.19 |==== GTX 980 ........ 8.44 |==== GTX 980 Ti ..... 9.00 |==== GTX 1060 ....... 10.83 |===== GTX 1070 ....... 23.89 |========== GTX 1070 Ti .... 25.59 |=========== GTX 1080 ....... 26.82 |============ GTX 1080 Ti .... 16.52 |======= GTX 1660 ....... 79.94 |=================================== GTX 1660 Ti .... 61.38 |=========================== RTX 2060 ....... 63.25 |============================ RTX 2060 SUPER . 80.74 |=================================== RTX 2070 ....... 52.78 |======================= RTX 2070 SUPER . 60.39 |========================== RTX 2080 ....... 123.07 |====================================================== RTX 2080 SUPER . 72.16 |================================ RTX 2080 Ti .... 54.76 |======================== TITAN RTX ...... 66.58 |============================= clpeak System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 94 AVG: 140 MAX: 146 GTX 980 ........ MIN: 52 AVG: 146 MAX: 159 GTX 980 Ti ..... MIN: 128 AVG: 180 MAX: 191 GTX 1060 ....... MIN: 45 AVG: 102 MAX: 117 GTX 1070 ....... MIN: 46 AVG: 118 MAX: 137 GTX 1070 Ti .... MIN: 51 AVG: 113 MAX: 124 GTX 1080 ....... MIN: 46 AVG: 136 MAX: 153 GTX 1080 Ti .... MIN: 52 AVG: 167 MAX: 193 GTX 1660 ....... MIN: 44 AVG: 97 MAX: 107 GTX 1660 Ti .... MIN: 46 AVG: 108 MAX: 119 RTX 2060 ....... MIN: 48 AVG: 126 MAX: 143 RTX 2060 SUPER . MIN: 47 AVG: 142 MAX: 151 RTX 2070 ....... MIN: 47 AVG: 137 MAX: 152 RTX 2070 SUPER . MIN: 47 AVG: 138 MAX: 150 RTX 2080 ....... MIN: 50 AVG: 154 MAX: 173 RTX 2080 SUPER . MIN: 48 AVG: 151 MAX: 167 RTX 2080 Ti .... MIN: 50 AVG: 197 MAX: 217 TITAN RTX ...... MIN: 52 AVG: 203 MAX: 225 clpeak OpenCL Test: Double-Precision Double GFLOPS Per Watt > Higher Is Better GTX 970 ........ 0.98 |==================== GTX 980 ........ 1.09 |======================= GTX 980 Ti ..... 1.09 |======================= GTX 1060 ....... 1.46 |============================== GTX 1070 ....... 1.90 |======================================= GTX 1070 Ti .... 2.14 |============================================ GTX 1080 ....... 2.20 |============================================== GTX 1080 Ti .... 2.49 |==================================================== GTX 1660 ....... 1.73 |==================================== GTX 1660 Ti .... 1.72 |==================================== RTX 2060 ....... 1.84 |====================================== RTX 2060 SUPER . 1.85 |====================================== RTX 2070 ....... 1.95 |======================================== RTX 2070 SUPER . 2.25 |=============================================== RTX 2080 ....... 2.25 |=============================================== RTX 2080 SUPER . 2.50 |==================================================== RTX 2080 Ti .... 2.65 |======================================================= TITAN RTX ...... 2.70 |======================================================== clpeak System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 51 AVG: 99 MAX: 149 GTX 980 ........ MIN: 53 AVG: 123 MAX: 181 GTX 980 Ti ..... MIN: 55 AVG: 132 MAX: 194 GTX 1660 Ti .... MIN: 46 AVG: 67 MAX: 127 RTX 2060 SUPER . MIN: 47 AVG: 63 MAX: 103 RTX 2070 ....... MIN: 48 AVG: 97 MAX: 180 RTX 2070 SUPER . MIN: 48 AVG: 70 MAX: 139 TITAN RTX ...... MIN: 51 AVG: 137 MAX: 309 clpeak OpenCL Test: Single-Precision Float GFLOPS Per Watt > Higher Is Better GTX 970 ........ 39.36 |========== GTX 980 ........ 36.49 |========= GTX 980 Ti ..... 42.00 |========== GTX 1070 ....... 70.63 |================= GTX 1070 Ti .... 84.46 |===================== GTX 1080 ....... 89.11 |====================== GTX 1660 Ti .... 71.35 |================= RTX 2060 ....... 109.20 |=========================== RTX 2060 SUPER . 111.74 |=========================== RTX 2070 ....... 74.32 |================== RTX 2070 SUPER . 121.62 |============================== RTX 2080 ....... 79.25 |=================== RTX 2080 SUPER . 84.49 |===================== RTX 2080 Ti .... 222.09 |====================================================== TITAN RTX ...... 103.61 |========================= clpeak OpenCL Test: Global Memory Bandwidth GBPS Per Watt > Higher Is Better GTX 970 ........ 1.52 |========= GTX 980 ........ 1.65 |========== GTX 980 Ti ..... 2.02 |============ GTX 1060 ....... 1.84 |=========== GTX 1070 ....... 2.63 |================ GTX 1070 Ti .... 1.92 |============ GTX 1080 ....... 2.26 |============== GTX 1080 Ti .... 2.73 |================= GTX 1660 ....... 3.16 |=================== GTX 1660 Ti .... 2.24 |============== RTX 2060 SUPER . 4.88 |============================== RTX 2070 ....... 3.33 |==================== RTX 2070 SUPER . 5.41 |================================= RTX 2080 ....... 5.09 |=============================== RTX 2080 SUPER . 4.86 |============================== RTX 2080 Ti .... 9.15 |======================================================== TITAN RTX ...... 6.18 |====================================== JuliaGPU 1.2pts1 OpenCL Device: GPU Samples/sec Per Watt > Higher Is Better GTX 970 ........ 1275493.93 |====================== GTX 980 ........ 1325997.88 |======================= GTX 980 Ti ..... 1099178.25 |=================== GTX 1060 ....... 1658141.69 |============================= GTX 1070 ....... 1809790.27 |=============================== GTX 1070 Ti .... 2260229.90 |======================================= GTX 1080 ....... 1906369.99 |================================= GTX 1080 Ti .... 1682592.71 |============================= GTX 1660 ....... 2790569.69 |================================================ GTX 1660 Ti .... 2880366.36 |================================================== RTX 2060 ....... 2469451.17 |=========================================== RTX 2060 SUPER . 2670026.70 |============================================== RTX 2070 ....... 2271141.79 |======================================= RTX 2070 SUPER . 2632329.69 |============================================== RTX 2080 ....... 2691799.29 |=============================================== RTX 2080 SUPER . 2379445.26 |========================================= RTX 2080 Ti .... 1910018.66 |================================= TITAN RTX ...... 1923116.67 |================================= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: MD5 Hash GHash/s Per Watt > Higher Is Better GTX 970 ........ 0.05 |======== GTX 980 ........ 0.08 |============ GTX 980 Ti ..... 0.04 |====== GTX 1060 ....... 0.11 |================= GTX 1080 ....... 0.15 |======================= GTX 1660 ....... 0.26 |======================================= GTX 1660 Ti .... 0.26 |======================================= RTX 2060 ....... 0.12 |================== RTX 2070 ....... 0.15 |======================= RTX 2070 SUPER . 0.30 |============================================= RTX 2080 ....... 0.21 |================================ RTX 2080 SUPER . 0.32 |================================================ TITAN RTX ...... 0.37 |======================================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: FFT SP GFLOPS Per Watt > Higher Is Better GTX 970 ........ 5.12 |================ GTX 980 ........ 5.45 |================= GTX 980 Ti ..... 6.92 |====================== GTX 1060 ....... 4.00 |============= GTX 1070 ....... 6.23 |=================== GTX 1070 Ti .... 6.36 |==================== GTX 1080 ....... 7.87 |========================= GTX 1080 Ti .... 7.97 |========================= GTX 1660 ....... 5.70 |================== GTX 1660 Ti .... 12.25 |====================================== RTX 2060 ....... 13.23 |========================================= RTX 2060 SUPER . 17.59 |======================================================= RTX 2070 ....... 8.67 |=========================== RTX 2070 SUPER . 15.58 |================================================= RTX 2080 ....... 15.46 |================================================ RTX 2080 Ti .... 11.54 |==================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 81 AVG: 149 MAX: 223 GTX 980 ........ MIN: 98 AVG: 161 MAX: 244 GTX 980 Ti ..... MIN: 127 AVG: 194 MAX: 299 GTX 1060 ....... MIN: 75 AVG: 120 MAX: 185 GTX 1070 ....... MIN: 78 AVG: 141 MAX: 206 GTX 1070 Ti .... MIN: 51 AVG: 126 MAX: 180 GTX 1080 ....... MIN: 94 AVG: 157 MAX: 260 GTX 1080 Ti .... MIN: 50 AVG: 200 MAX: 327 GTX 1660 ....... MIN: 45 AVG: 106 MAX: 161 GTX 1660 Ti .... MIN: 46 AVG: 119 MAX: 171 RTX 2060 ....... MIN: 47 AVG: 145 MAX: 230 RTX 2060 SUPER . MIN: 47 AVG: 149 MAX: 238 RTX 2070 ....... MIN: 48 AVG: 149 MAX: 252 RTX 2070 SUPER . MIN: 47 AVG: 150 MAX: 266 RTX 2080 ....... MIN: 49 AVG: 171 MAX: 292 RTX 2080 SUPER . MIN: 47 AVG: 164 MAX: 319 RTX 2080 Ti .... MIN: 51 AVG: 217 MAX: 360 TITAN RTX ...... MIN: 52 AVG: 223 MAX: 367 SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Max SP Flops GFLOPS Per Watt > Higher Is Better GTX 970 ........ 29.29 |===================== GTX 980 ........ 31.40 |====================== GTX 980 Ti ..... 32.05 |======================= GTX 1060 ....... 40.06 |============================ GTX 1070 ....... 50.30 |==================================== GTX 1070 Ti .... 61.43 |=========================================== GTX 1080 ....... 59.87 |========================================== GTX 1080 Ti .... 66.26 |=============================================== GTX 1660 ....... 50.17 |==================================== GTX 1660 Ti .... 49.63 |=================================== RTX 2060 ....... 50.36 |==================================== RTX 2060 SUPER . 56.38 |======================================== RTX 2070 ....... 57.13 |======================================== RTX 2070 SUPER . 65.76 |=============================================== RTX 2080 ....... 63.93 |============================================= RTX 2080 SUPER . 73.23 |==================================================== RTX 2080 Ti .... 76.69 |====================================================== TITAN RTX ...... 77.72 |======================================================= cl-mem 2017-01-13 Benchmark: Copy GB/s Per Watt > Higher Is Better GTX 970 ........ 0.96 |================= GTX 980 ........ 1.04 |================== GTX 980 Ti ..... 1.45 |========================= GTX 1060 ....... 1.25 |====================== GTX 1070 ....... 1.35 |======================= GTX 1070 Ti .... 1.53 |=========================== GTX 1080 ....... 1.65 |============================= GTX 1080 Ti .... 1.62 |============================ GTX 1660 ....... 1.58 |=========================== GTX 1660 Ti .... 1.96 |================================== RTX 2060 ....... 2.66 |============================================== RTX 2060 SUPER . 2.43 |========================================== RTX 2070 ....... 2.44 |========================================== RTX 2070 SUPER . 2.82 |================================================= RTX 2080 ....... 2.28 |======================================== RTX 2080 SUPER . 2.83 |================================================= RTX 2080 Ti .... 3.23 |======================================================== TITAN RTX ...... 2.17 |====================================== ViennaCL 1.4.2 OpenCL LU Factorization GFLOPS Per Watt > Higher Is Better GTX 970 ........ 0.66 |========================== GTX 980 ........ 0.79 |================================ GTX 980 Ti ..... 0.60 |======================== GTX 1060 ....... 1.00 |======================================== GTX 1070 ....... 0.80 |================================ GTX 1070 Ti .... 0.71 |============================ GTX 1080 ....... 0.70 |============================ GTX 1080 Ti .... 0.59 |======================== GTX 1660 ....... 1.08 |=========================================== GTX 1660 Ti .... 1.10 |============================================ RTX 2060 ....... 0.73 |============================= RTX 2060 SUPER . 1.40 |======================================================== RTX 2070 ....... 1.35 |====================================================== RTX 2070 SUPER . 0.90 |==================================== RTX 2080 ....... 0.71 |============================ RTX 2080 SUPER . 1.18 |=============================================== RTX 2080 Ti .... 1.31 |==================================================== TITAN RTX ...... 1.35 |====================================================== Rodinia 2.4 System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 51 AVG: 142 MAX: 190 GTX 980 ........ MIN: 53 AVG: 156 MAX: 203 GTX 980 Ti ..... MIN: 55 AVG: 167 MAX: 234 GTX 1060 ....... MIN: 45 AVG: 111 MAX: 154 GTX 1070 Ti .... MIN: 50 AVG: 102 MAX: 149 GTX 1660 ....... MIN: 45 AVG: 89 MAX: 117 GTX 1660 Ti .... MIN: 46 AVG: 107 MAX: 130 RTX 2060 ....... MIN: 48 AVG: 122 MAX: 157 RTX 2070 SUPER . MIN: 47 AVG: 103 MAX: 166 Rodinia 2.4 System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 85 AVG: 118 MAX: 121 GTX 980 ........ MIN: 89 AVG: 120 MAX: 125 GTX 980 Ti ..... MIN: 110 AVG: 153 MAX: 157 GTX 1060 ....... MIN: 63 AVG: 97 MAX: 101 GTX 1070 ....... MIN: 71 AVG: 108 MAX: 113 GTX 1070 Ti .... MIN: 49 AVG: 105 MAX: 109 GTX 1080 ....... MIN: 47 AVG: 114 MAX: 119 GTX 1080 Ti .... MIN: 53 AVG: 138 MAX: 146 GTX 1660 ....... MIN: 46 AVG: 90 MAX: 96 GTX 1660 Ti .... MIN: 46 AVG: 99 MAX: 105 RTX 2060 ....... MIN: 47 AVG: 112 MAX: 124 RTX 2060 SUPER . MIN: 46 AVG: 122 MAX: 130 RTX 2070 ....... MIN: 48 AVG: 122 MAX: 128 RTX 2070 SUPER . MIN: 46 AVG: 116 MAX: 129 RTX 2080 ....... MIN: 50 AVG: 131 MAX: 142 RTX 2080 SUPER . MIN: 47 AVG: 123 MAX: 135 RTX 2080 Ti .... MIN: 51 AVG: 153 MAX: 163 TITAN RTX ...... MIN: 52 AVG: 159 MAX: 170 LuxMark 3.1 System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 51 AVG: 199 MAX: 206 GTX 980 ........ MIN: 51 AVG: 215 MAX: 227 GTX 980 Ti ..... MIN: 57 AVG: 255 MAX: 272 GTX 1060 ....... MIN: 46 AVG: 156 MAX: 162 GTX 1070 ....... MIN: 49 AVG: 198 MAX: 206 GTX 1070 Ti .... MIN: 51 AVG: 163 MAX: 168 GTX 1080 ....... MIN: 48 AVG: 206 MAX: 214 GTX 1080 Ti .... MIN: 56 AVG: 282 MAX: 296 GTX 1660 ....... MIN: 47 AVG: 154 MAX: 158 GTX 1660 Ti .... MIN: 47 AVG: 169 MAX: 176 RTX 2060 ....... MIN: 50 AVG: 211 MAX: 220 RTX 2060 SUPER . MIN: 48 AVG: 233 MAX: 242 RTX 2070 ....... MIN: 52 AVG: 241 MAX: 252 RTX 2070 SUPER . MIN: 48 AVG: 242 MAX: 254 RTX 2080 ....... MIN: 53 AVG: 269 MAX: 282 RTX 2080 SUPER . MIN: 51 AVG: 249 MAX: 264 RTX 2080 Ti .... MIN: 54 AVG: 341 MAX: 361 TITAN RTX ...... MIN: 58 AVG: 358 MAX: 371 LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel Score Per Watt > Higher Is Better GTX 970 ........ 13.72 |=========================== GTX 980 ........ 14.16 |============================ GTX 980 Ti ..... 15.21 |============================== GTX 1060 ....... 17.00 |================================== GTX 1070 ....... 19.59 |======================================= GTX 1070 Ti .... 25.64 |=================================================== GTX 1080 ....... 18.51 |===================================== GTX 1080 Ti .... 20.02 |======================================== GTX 1660 ....... 24.22 |================================================= GTX 1660 Ti .... 22.50 |============================================= RTX 2060 ....... 22.92 |============================================== RTX 2060 SUPER . 26.38 |===================================================== RTX 2070 ....... 25.52 |=================================================== RTX 2070 SUPER . 27.18 |====================================================== RTX 2080 ....... 24.50 |================================================= RTX 2080 SUPER . 27.41 |======================================================= RTX 2080 Ti .... 26.99 |====================================================== TITAN RTX ...... 27.46 |======================================================= LuxMark 3.1 System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 52 AVG: 178 MAX: 184 GTX 980 ........ MIN: 51 AVG: 193 MAX: 204 GTX 980 Ti ..... MIN: 113 AVG: 235 MAX: 244 GTX 1060 ....... MIN: 46 AVG: 139 MAX: 145 GTX 1070 ....... MIN: 49 AVG: 170 MAX: 178 GTX 1070 Ti .... MIN: 50 AVG: 146 MAX: 150 GTX 1080 ....... MIN: 49 AVG: 173 MAX: 180 GTX 1080 Ti .... MIN: 53 AVG: 238 MAX: 245 GTX 1660 ....... MIN: 46 AVG: 138 MAX: 143 GTX 1660 Ti .... MIN: 48 AVG: 156 MAX: 161 RTX 2060 ....... MIN: 49 AVG: 191 MAX: 198 RTX 2060 SUPER . MIN: 50 AVG: 223 MAX: 232 RTX 2070 ....... MIN: 52 AVG: 220 MAX: 234 RTX 2070 SUPER . MIN: 48 AVG: 221 MAX: 232 RTX 2080 ....... MIN: 54 AVG: 241 MAX: 251 RTX 2080 SUPER . MIN: 48 AVG: 225 MAX: 235 RTX 2080 Ti .... MIN: 56 AVG: 319 MAX: 337 TITAN RTX ...... MIN: 60 AVG: 338 MAX: 357 LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone Score Per Watt > Higher Is Better GTX 970 ........ 44.91 |=========================== GTX 980 ........ 46.08 |=========================== GTX 980 Ti ..... 47.25 |============================ GTX 1060 ....... 51.14 |============================== GTX 1070 ....... 58.63 |=================================== GTX 1070 Ti .... 70.32 |========================================== GTX 1080 ....... 50.29 |============================== GTX 1080 Ti .... 57.68 |================================== GTX 1660 ....... 71.22 |========================================== GTX 1660 Ti .... 70.33 |========================================== RTX 2060 ....... 72.11 |=========================================== RTX 2060 SUPER . 83.09 |================================================= RTX 2070 ....... 83.92 |================================================== RTX 2070 SUPER . 92.78 |======================================================= RTX 2080 ....... 82.60 |================================================= RTX 2080 SUPER . 89.58 |===================================================== RTX 2080 Ti .... 89.77 |===================================================== TITAN RTX ...... 91.00 |====================================================== LuxMark 3.1 System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 52 AVG: 180 MAX: 186 GTX 980 ........ MIN: 88 AVG: 195 MAX: 205 GTX 980 Ti ..... MIN: 130 AVG: 239 MAX: 248 GTX 1060 ....... MIN: 76 AVG: 147 MAX: 152 GTX 1070 ....... MIN: 49 AVG: 182 MAX: 188 GTX 1070 Ti .... MIN: 52 AVG: 152 MAX: 156 GTX 1080 ....... MIN: 76 AVG: 180 MAX: 186 GTX 1080 Ti .... MIN: 108 AVG: 246 MAX: 254 GTX 1660 ....... MIN: 46 AVG: 139 MAX: 144 GTX 1660 Ti .... MIN: 48 AVG: 157 MAX: 164 RTX 2060 ....... MIN: 47 AVG: 193 MAX: 201 RTX 2060 SUPER . MIN: 47 AVG: 229 MAX: 241 RTX 2070 ....... MIN: 50 AVG: 231 MAX: 244 RTX 2070 SUPER . MIN: 48 AVG: 217 MAX: 228 RTX 2080 ....... MIN: 53 AVG: 245 MAX: 255 RTX 2080 SUPER . MIN: 49 AVG: 231 MAX: 238 RTX 2080 Ti .... MIN: 54 AVG: 326 MAX: 341 TITAN RTX ...... MIN: 54 AVG: 339 MAX: 361 LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR Score Per Watt > Higher Is Better GTX 970 ........ 65.07 |========================== GTX 980 ........ 67.87 |=========================== GTX 980 Ti ..... 70.64 |============================ GTX 1060 ....... 83.34 |================================= GTX 1070 ....... 95.03 |===================================== GTX 1070 Ti .... 111.54 |============================================ GTX 1080 ....... 76.55 |============================== GTX 1080 Ti .... 88.26 |=================================== GTX 1660 ....... 108.70 |=========================================== GTX 1660 Ti .... 102.75 |======================================== RTX 2060 ....... 112.43 |============================================ RTX 2060 SUPER . 131.33 |==================================================== RTX 2070 ....... 130.30 |=================================================== RTX 2070 SUPER . 136.85 |====================================================== RTX 2080 ....... 119.09 |=============================================== RTX 2080 SUPER . 130.92 |=================================================== RTX 2080 Ti .... 131.66 |==================================================== TITAN RTX ...... 137.34 |====================================================== NAMD CUDA 2.13 System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 51 AVG: 258 MAX: 306 GTX 980 ........ MIN: 53 AVG: 239 MAX: 329 GTX 980 Ti ..... MIN: 56 AVG: 273 MAX: 370 GTX 1060 ....... MIN: 45 AVG: 199 MAX: 270 GTX 1070 ....... MIN: 48 AVG: 207 MAX: 287 GTX 1070 Ti .... MIN: 50 AVG: 199 MAX: 260 GTX 1080 ....... MIN: 49 AVG: 253 MAX: 327 GTX 1080 Ti .... MIN: 55 AVG: 266 MAX: 380 GTX 1660 ....... MIN: 45 AVG: 178 MAX: 262 GTX 1660 Ti .... MIN: 48 AVG: 177 MAX: 274 RTX 2060 ....... MIN: 46 AVG: 198 MAX: 304 RTX 2060 SUPER . MIN: 48 AVG: 234 MAX: 312 RTX 2070 ....... MIN: 50 AVG: 203 MAX: 321 RTX 2070 SUPER . MIN: 47 AVG: 198 MAX: 323 RTX 2080 ....... MIN: 53 AVG: 238 MAX: 343 RTX 2080 SUPER . MIN: 49 AVG: 219 MAX: 331 RTX 2080 Ti .... MIN: 54 AVG: 252 MAX: 374 TITAN RTX ...... MIN: 54 AVG: 215 MAX: 368 FAHBench 2.3.2 System Power Consumption Monitor Watts < Lower Is Better GTX 970 ........ MIN: 49 AVG: 148 MAX: 193 GTX 980 ........ MIN: 50 AVG: 159 MAX: 212 GTX 980 Ti ..... MIN: 56 AVG: 186 MAX: 244 GTX 1060 ....... MIN: 66 AVG: 124 MAX: 160 GTX 1070 ....... MIN: 44 AVG: 146 MAX: 193 GTX 1070 Ti .... MIN: 49 AVG: 125 MAX: 155 GTX 1080 ....... MIN: 45 AVG: 155 MAX: 208 GTX 1080 Ti .... MIN: 78 AVG: 195 MAX: 264 GTX 1660 ....... MIN: 47 AVG: 114 MAX: 153 GTX 1660 Ti .... MIN: 48 AVG: 127 MAX: 170 RTX 2060 ....... MIN: 46 AVG: 151 MAX: 214 RTX 2060 SUPER . MIN: 49 AVG: 161 MAX: 226 RTX 2070 ....... MIN: 46 AVG: 159 MAX: 227 RTX 2070 SUPER . MIN: 47 AVG: 161 MAX: 230 RTX 2080 ....... MIN: 48 AVG: 176 MAX: 263 RTX 2080 SUPER . MIN: 64 AVG: 178 MAX: 252 RTX 2080 Ti .... MIN: 50 AVG: 218 MAX: 323 TITAN RTX ...... MIN: 53 AVG: 226 MAX: 324 FAHBench 2.3.2 Ns Per Day Per Watt > Higher Is Better GTX 970 ........ 0.62 |======================== GTX 980 ........ 0.65 |========================= GTX 980 Ti ..... 0.62 |======================== GTX 1060 ....... 0.83 |================================ GTX 1070 ....... 0.96 |===================================== GTX 1070 Ti .... 1.10 |========================================== GTX 1080 ....... 1.00 |======================================= GTX 1080 Ti .... 1.02 |======================================= GTX 1660 ....... 1.11 |=========================================== GTX 1660 Ti .... 1.10 |========================================== RTX 2060 ....... 1.21 |=============================================== RTX 2060 SUPER . 1.27 |================================================= RTX 2070 ....... 1.29 |================================================== RTX 2070 SUPER . 1.42 |======================================================= RTX 2080 ....... 1.38 |===================================================== RTX 2080 SUPER . 1.45 |======================================================== RTX 2080 Ti .... 1.38 |===================================================== TITAN RTX ...... 1.33 |===================================================