NVIDIA GeForce RTX 2070 Linux Compute Benchmarks

NVIDIA GeForce RTX 2070 Ubuntu Linux compute OpenCL CUDA TensorFlow benchmarks. Tests by Michael Larabel for a future article on Phoronix.com.

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Identifier
Performance Per
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Date
Run
  Test
  Duration
RX 580
October 17 2018
  7 Minutes
R9 Fury
October 17 2018
  7 Minutes
RX Vega 56
October 17 2018
  6 Minutes
RX Vega 64
October 17 2018
  6 Minutes
GTX 970
October 18 2018
  13 Minutes
GTX 980
October 18 2018
  12 Minutes
GTX TITAN X
October 18 2018
  33 Minutes
GTX 1070
October 18 2018
  34 Minutes
GTX 1070 Ti
October 18 2018
  31 Minutes
GTX 1080
October 18 2018
  26 Minutes
GTX 1080 Ti
October 18 2018
  25 Minutes
RTX 2070
October 18 2018
  29 Minutes
RTX 2080 Ti
October 18 2018
  22 Minutes
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  19 Minutes

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NVIDIA GeForce RTX 2070 Linux Compute Benchmarks NVIDIA GeForce RTX 2070 Ubuntu Linux compute OpenCL CUDA TensorFlow benchmarks. Tests by Michael Larabel for a future article on Phoronix.com. RX Vega 56: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: AMD Radeon RX Vega 8GB, Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: modesetting 1.19.6, OpenGL: 4.5 Mesa 18.0.5 (LLVM 6.0.0), OpenCL: OpenCL 2.1 AMD-APP (2679.0), Compiler: GCC 7.3.0, File-System: ext4, Screen Resolution: 3840x2160 RX Vega 64: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: AMD Radeon RX Vega 8GB, Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: modesetting 1.19.6, OpenGL: 4.5 Mesa 18.0.5 (LLVM 6.0.0), OpenCL: OpenCL 2.1 AMD-APP (2679.0), Compiler: GCC 7.3.0, File-System: ext4, Screen Resolution: 3840x2160 R9 Fury: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: Sapphire AMD Radeon 4GB, Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: modesetting 1.19.6, OpenGL: 4.5 Mesa 18.0.5 (LLVM 6.0.0), OpenCL: OpenCL 2.1 AMD-APP (2679.0), Compiler: GCC 7.3.0, File-System: ext4, Screen Resolution: 3840x2160 RX 580: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: MSI AMD Radeon RX 580 8GB, Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: modesetting 1.19.6, OpenGL: 4.5 Mesa 18.0.5 (LLVM 6.0.0), OpenCL: OpenCL 2.1 AMD-APP (2679.0), Compiler: GCC 7.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080 Ti: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.175, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1080: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: NVIDIA GeForce GTX 1080 8GB (1607/5005MHz), Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.175, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1080 Ti: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz), Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.175, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1070 Ti: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz), Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.175, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1070: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: NVIDIA GeForce GTX 1070 8GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.175, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 970: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz), Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.175, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 980: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: NVIDIA GeForce GTX 980 4GB (1126/3505MHz), Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.175, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX TITAN X: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz), Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.175, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2070: Processor: AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: ASUS ROG ZENITH EXTREME (1402 BIOS), Chipset: AMD Family 17h, Memory: 32768MB, Disk: Samsung SSD 970 EVO 500GB, Graphics: eVGA NVIDIA GeForce RTX 2070 8GB (1410/7000MHz), Audio: Realtek ALC1220, Monitor: ASUS VP28U, Network: Intel I211 Gigabit Connection OS: Ubuntu 18.04, Kernel: 4.18.0-041800-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.66, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.175, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 NVIDIA GPU Cloud TensorFlow 18.09 Test: Inception v4, FP16 Images Per Second > Higher Is Better RTX 2080 Ti . 123.00 |========================================================= GTX 1080 .... 53.83 |========================= GTX 1080 Ti . 72.17 |================================= GTX 1070 Ti . 52.93 |========================= GTX 1070 .... 43.90 |==================== GTX TITAN X . 42.63 |==================== RTX 2070 .... 85.20 |======================================= Chaos Group V-RAY 1.1.0 Mode: CUDA GPU Seconds < Lower Is Better RTX 2080 Ti . 53.91 |========================= GTX 1080 .... 83.41 |======================================= GTX 1080 Ti . 66.85 |================================ GTX 1070 Ti . 83.03 |======================================= GTX 1070 .... 87.99 |========================================== GTX 970 ..... 120.57 |========================================================= GTX 980 ..... 107.78 |=================================================== GTX TITAN X . 78.72 |===================================== RTX 2070 .... 66.55 |=============================== NVIDIA GPU Cloud TensorFlow 18.09 Test: Googlenet, FP16 Images Per Second > Higher Is Better RTX 2080 Ti . 986 |============================================================ GTX 1080 .... 454 |============================ GTX 1080 Ti . 622 |====================================== GTX 1070 Ti . 448 |=========================== GTX 1070 .... 374 |======================= GTX TITAN X . 371 |======================= RTX 2070 .... 641 |======================================= NVIDIA GPU Cloud TensorFlow 18.09 Test: ResNet-50, FP32 Images Per Second > Higher Is Better RTX 2080 Ti . 276 |============================================================ GTX 1080 .... 141 |=============================== GTX 1080 Ti . 207 |============================================= GTX 1070 Ti . 136 |============================== GTX 1070 .... 124 |=========================== GTX TITAN X . 123 |=========================== RTX 2070 .... 181 |======================================= NVIDIA GPU Cloud TensorFlow 18.09 Test: VGG-16, FP32 Images Per Second > Higher Is Better RTX 2080 Ti . 150.00 |========================================================= GTX 1080 .... 82.77 |=============================== GTX 1080 Ti . 119.27 |============================================= GTX 1070 Ti . 79.03 |============================== GTX 1070 .... 71.70 |=========================== GTX TITAN X . 72.83 |============================ RTX 2070 .... 90.67 |================================== NVIDIA GPU Cloud TensorFlow 18.09 Test: ResNet-50, FP16 Images Per Second > Higher Is Better RTX 2080 Ti . 428 |============================================================ GTX 1080 .... 190 |=========================== GTX 1080 Ti . 265 |===================================== GTX 1070 Ti . 185 |========================== GTX 1070 .... 158 |====================== GTX TITAN X . 152 |===================== RTX 2070 .... 295 |========================================= NVIDIA GPU Cloud TensorFlow 18.09 Test: VGG-16, FP16 Images Per Second > Higher Is Better RTX 2080 Ti . 204.00 |========================================================= GTX 1080 .... 92.97 |========================== GTX 1080 Ti . 131.27 |===================================== GTX 1070 Ti . 89.33 |========================= GTX 1070 .... 77.13 |====================== GTX TITAN X . 78.27 |====================== RTX 2070 .... 138.33 |======================================= clpeak OpenCL Test: Integer Compute INT GIOPS > Higher Is Better RX Vega 56 .. 1984 |======== RX Vega 64 .. 2502 |========== R9 Fury ..... 1430 |====== RX 580 ...... 1253 |===== RTX 2080 Ti . 14679 |========================================================== GTX 1080 .... 2439 |========== GTX 1080 Ti . 3292 |============= GTX 1070 Ti . 2339 |========= GTX 1070 .... 1710 |======= GTX 970 ..... 1142 |===== GTX 980 ..... 1314 |===== GTX TITAN X . 1805 |======= RTX 2070 .... 8150 |================================ CUDA Mini-Nbody 2015-11-10 Test: Original Seconds < Lower Is Better RTX 2080 Ti . 11.22 |============= GTX 1080 .... 32.76 |===================================== GTX 1080 Ti . 21.23 |======================== GTX 1070 Ti . 31.91 |==================================== GTX 1070 .... 39.69 |============================================= GTX 970 ..... 51.71 |========================================================== GTX 980 ..... 45.90 |=================================================== GTX TITAN X . 33.55 |====================================== RTX 2070 .... 17.71 |==================== NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP32 Images Per Second > Higher Is Better RTX 2080 Ti . 3277 |=========================================================== GTX 1080 .... 1746 |=============================== GTX 1080 Ti . 2499 |============================================= GTX 1070 Ti . 1660 |============================== GTX 1070 .... 1504 |=========================== GTX 970 ..... 998 |================== GTX 980 ..... 1146 |===================== GTX TITAN X . 1575 |============================ RTX 2070 .... 2110 |====================================== NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP16 Images Per Second > Higher Is Better RTX 2080 Ti . 4330 |=========================================================== GTX 1080 .... 1856 |========================= GTX 1080 Ti . 2635 |==================================== GTX 1070 Ti . 1773 |======================== GTX 1070 .... 1549 |===================== GTX 970 ..... 1045 |============== GTX 980 ..... 1203 |================ GTX TITAN X . 1648 |====================== RTX 2070 .... 2714 |===================================== ASKAP tConvolveCuda 2015-11-10 Processing: Degridding Million Grid Points Per Second > Higher Is Better RTX 2080 Ti . 38037 |========================================================== GTX 1080 .... 14273 |====================== GTX 1080 Ti . 22188 |================================== GTX 1070 Ti . 13780 |===================== GTX 1070 .... 13546 |===================== GTX 970 ..... 9291 |============== GTX 980 ..... 10650 |================ GTX TITAN X . 17750 |=========================== RTX 2070 .... 25819 |======================================= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: FFT SP GFLOPS > Higher Is Better RX Vega 56 .. 929 |====================================== RX Vega 64 .. 931 |====================================== R9 Fury ..... 821 |================================== RX 580 ...... 546 |====================== RTX 2080 Ti . 1443 |=========================================================== GTX 1080 .... 654 |=========================== GTX 1080 Ti . 983 |======================================== GTX 1070 Ti . 556 |======================= GTX 1070 .... 550 |====================== GTX 970 ..... 407 |================= GTX 980 ..... 459 |=================== GTX TITAN X . 726 |============================== RTX 2070 .... 1015 |========================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: MD5 Hash GHash/s > Higher Is Better RX Vega 56 .. 12.41 |===================== RX Vega 64 .. 16.43 |=========================== R9 Fury ..... 9.20 |=============== RX 580 ...... 8.06 |============= RTX 2080 Ti . 34.87 |========================================================== GTX 1080 .... 14.31 |======================== GTX 1080 Ti . 19.96 |================================= GTX 1070 Ti . 13.66 |======================= GTX 1070 .... 10.67 |================== GTX 970 ..... 6.47 |=========== GTX 980 ..... 7.49 |============ GTX TITAN X . 10.30 |================= RTX 2070 .... 19.28 |================================ Parboil 2.5 Test: OpenCL TPACF Seconds < Lower Is Better RTX 2080 Ti . 0.82 |============================== GTX 1080 .... 1.21 |============================================= GTX 1080 Ti . 0.93 |=================================== GTX 1070 Ti . 1.20 |============================================= GTX 1070 .... 1.24 |============================================== GTX 970 ..... 1.59 |=========================================================== GTX 980 ..... 1.55 |========================================================== GTX TITAN X . 1.49 |======================================================= RTX 2070 .... 1.03 |====================================== NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: VGG-16, FP32 Images Per Second Per Dollar > Higher Is Better RTX 2080 Ti . 0.13 |======================================== GTX 1080 .... 0.17 |===================================================== GTX 1080 Ti . 0.17 |===================================================== GTX 1070 Ti . 0.19 |=========================================================== RTX 2070 .... 0.17 |===================================================== NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: VGG-16, FP16 Images Per Second Per Dollar > Higher Is Better RTX 2080 Ti . 0.17 |======================================== GTX 1080 .... 0.19 |============================================= GTX 1080 Ti . 0.19 |============================================= GTX 1070 Ti . 0.21 |================================================== RTX 2070 .... 0.25 |=========================================================== NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: Inception v4, FP16 Images Per Second Per Dollar > Higher Is Better RTX 2080 Ti . 0.10 |===================================== GTX 1080 .... 0.11 |========================================= GTX 1080 Ti . 0.10 |===================================== GTX 1070 Ti . 0.13 |================================================ RTX 2070 .... 0.16 |=========================================================== NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: Googlenet, FP16 Images Per Second Per Dollar > Higher Is Better RTX 2080 Ti . 0.82 |========================================= GTX 1080 .... 0.91 |============================================== GTX 1080 Ti . 0.89 |============================================= GTX 1070 Ti . 1.07 |====================================================== RTX 2070 .... 1.17 |=========================================================== NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: AlexNet, FP32 Images Per Second Per Dollar > Higher Is Better RTX 2080 Ti . 2.73 |========================================= GTX 1080 .... 3.50 |==================================================== GTX 1080 Ti . 3.58 |===================================================== GTX 1070 Ti . 3.96 |=========================================================== RTX 2070 .... 3.84 |========================================================= NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: AlexNet, FP16 Images Per Second Per Dollar > Higher Is Better RTX 2080 Ti . 3.61 |=========================================== GTX 1080 .... 3.72 |============================================ GTX 1080 Ti . 3.77 |============================================= GTX 1070 Ti . 4.23 |=================================================== RTX 2070 .... 4.94 |=========================================================== NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: ResNet-50, FP32 Images Per Second Per Dollar > Higher Is Better RTX 2080 Ti . 0.23 |========================================= GTX 1080 .... 0.28 |================================================== GTX 1080 Ti . 0.30 |====================================================== GTX 1070 Ti . 0.32 |========================================================= RTX 2070 .... 0.33 |=========================================================== NVIDIA GPU Cloud TensorFlow 18.09 Performance / Cost - Test: ResNet-50, FP16 Images Per Second Per Dollar > Higher Is Better RTX 2080 Ti . 0.36 |======================================= GTX 1080 .... 0.38 |========================================== GTX 1080 Ti . 0.38 |========================================== GTX 1070 Ti . 0.44 |================================================ RTX 2070 .... 0.54 |=========================================================== ASKAP tConvolveCuda 2015-11-10 Performance / Cost - Processing: Degridding Million Grid Points Per Second Per Dollar > Higher Is Better RTX 2080 Ti . 31.72 |======================================= GTX 1080 .... 28.60 |=================================== GTX 1080 Ti . 31.74 |======================================= GTX 1070 Ti . 32.89 |========================================= RTX 2070 .... 47.03 |========================================================== clpeak Performance / Cost - OpenCL Test: Integer Compute INT GIOPS Per Dollar > Higher Is Better RX Vega 56 .. 4.97 |=================== RX Vega 64 .. 4.82 |=================== RX 580 ...... 4.19 |================ RTX 2080 Ti . 12.24 |================================================ GTX 1080 .... 4.89 |=================== GTX 1080 Ti . 4.71 |================== GTX 1070 Ti . 5.58 |====================== RTX 2070 .... 14.85 |========================================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 Performance / Cost - Target: OpenCL - Benchmark: MD5 Hash GHash/s Per Dollar > Higher Is Better RX Vega 56 .. 0.03 |============================================ RX Vega 64 .. 0.03 |============================================ RX 580 ...... 0.03 |============================================ RTX 2080 Ti . 0.03 |============================================ GTX 1080 .... 0.03 |============================================ GTX 1080 Ti . 0.03 |============================================ GTX 1070 Ti . 0.03 |============================================ RTX 2070 .... 0.04 |=========================================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 Performance / Cost - Target: OpenCL - Benchmark: FFT SP GFLOPS Per Dollar > Higher Is Better RX Vega 56 .. 2.33 |=========================================================== RX Vega 64 .. 1.79 |============================================= RX 580 ...... 1.83 |============================================== RTX 2080 Ti . 1.20 |============================== GTX 1080 .... 1.31 |================================= GTX 1080 Ti . 1.41 |==================================== GTX 1070 Ti . 1.33 |================================== RTX 2070 .... 1.85 |=============================================== System Power Consumption Monitor Phoronix Test Suite System Monitoring Watts RTX 2080 Ti . MIN: 95 AVG: 264 MAX: 407 GTX 1080 .... MIN: 91 AVG: 212 MAX: 308 GTX 1080 Ti . MIN: 94 AVG: 268 MAX: 381 GTX 1070 Ti . MIN: 97 AVG: 223 MAX: 313 GTX 1070 .... MIN: 91 AVG: 209 MAX: 276 GTX 970 ..... MIN: 96 AVG: 176 MAX: 300 GTX 980 ..... MIN: 94 AVG: 176 MAX: 314 GTX TITAN X . MIN: 105 AVG: 294 MAX: 388 RTX 2070 .... MIN: 91 AVG: 214 MAX: 314 GPU Temperature Monitor Phoronix Test Suite System Monitoring Celsius RTX 2080 Ti . MIN: 38 AVG: 59 MAX: 74 GTX 1080 .... MIN: 37 AVG: 62 MAX: 77 GTX 1080 Ti . MIN: 39 AVG: 66 MAX: 79 GTX 1070 Ti . MIN: 38 AVG: 54 MAX: 66 GTX 1070 .... MIN: 34 AVG: 62 MAX: 74 GTX 970 ..... MIN: 30 AVG: 45 MAX: 71 GTX 980 ..... MIN: 37 AVG: 56 MAX: 81 GTX TITAN X . MIN: 41 AVG: 76 MAX: 85 RTX 2070 .... MIN: 34 AVG: 55 MAX: 65 NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better RTX 2080 Ti . MIN: 102 AVG: 311 MAX: 404 GTX 1080 .... MIN: 133 AVG: 251 MAX: 299 GTX 1080 Ti . MIN: 140 AVG: 309 MAX: 375 GTX 1070 Ti . MIN: 99 AVG: 248 MAX: 293 GTX 1070 .... MIN: 94 AVG: 228 MAX: 265 GTX TITAN X . MIN: 146 AVG: 318 MAX: 382 RTX 2070 .... MIN: 93 AVG: 263 MAX: 314 NVIDIA GPU Cloud TensorFlow 18.09 Test: VGG-16, FP32 Images Per Second Per Watt > Higher Is Better RTX 2080 Ti . 0.48 |=========================================================== GTX 1080 .... 0.33 |========================================= GTX 1080 Ti . 0.39 |================================================ GTX 1070 Ti . 0.32 |======================================= GTX 1070 .... 0.31 |====================================== GTX TITAN X . 0.23 |============================ RTX 2070 .... 0.35 |=========================================== NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better RTX 2080 Ti . MIN: 102 AVG: 300 MAX: 396 GTX 1080 .... MIN: 93 AVG: 248 MAX: 297 GTX 1080 Ti . MIN: 190 AVG: 310 MAX: 376 GTX 1070 Ti . MIN: 112 AVG: 243 MAX: 295 GTX 1070 .... MIN: 92 AVG: 229 MAX: 265 GTX TITAN X . MIN: 207 AVG: 323 MAX: 379 RTX 2070 .... MIN: 139 AVG: 249 MAX: 303 NVIDIA GPU Cloud TensorFlow 18.09 Test: VGG-16, FP16 Images Per Second Per Watt > Higher Is Better RTX 2080 Ti . 0.68 |=========================================================== GTX 1080 .... 0.37 |================================ GTX 1080 Ti . 0.42 |==================================== GTX 1070 Ti . 0.37 |================================ GTX 1070 .... 0.34 |============================== GTX TITAN X . 0.24 |===================== RTX 2070 .... 0.55 |================================================ NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better RTX 2080 Ti . MIN: 140 AVG: 247 MAX: 404 GTX 1080 .... MIN: 132 AVG: 241 MAX: 308 GTX 1080 Ti . MIN: 99 AVG: 272 MAX: 381 GTX 1070 Ti . MIN: 139 AVG: 244 MAX: 312 GTX 1070 .... MIN: 132 AVG: 222 MAX: 273 GTX TITAN X . MIN: 108 AVG: 278 MAX: 381 RTX 2070 .... MIN: 93 AVG: 211 MAX: 302 NVIDIA GPU Cloud TensorFlow 18.09 Test: Inception v4, FP16 Images Per Second Per Watt > Higher Is Better RTX 2080 Ti . 0.50 |=========================================================== GTX 1080 .... 0.22 |========================== GTX 1080 Ti . 0.27 |================================ GTX 1070 Ti . 0.22 |========================== GTX 1070 .... 0.20 |======================== GTX TITAN X . 0.15 |================== RTX 2070 .... 0.40 |=============================================== NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better RTX 2080 Ti . MIN: 99 AVG: 304 MAX: 402 GTX 1080 .... MIN: 136 AVG: 260 MAX: 306 GTX 1080 Ti . MIN: 145 AVG: 318 MAX: 375 GTX 1070 Ti . MIN: 99 AVG: 264 MAX: 308 GTX 1070 .... MIN: 134 AVG: 245 MAX: 275 GTX TITAN X . MIN: 152 AVG: 326 MAX: 388 RTX 2070 .... MIN: 137 AVG: 260 MAX: 308 NVIDIA GPU Cloud TensorFlow 18.09 Test: Googlenet, FP16 Images Per Second Per Watt > Higher Is Better RTX 2080 Ti . 3.24 |=========================================================== GTX 1080 .... 1.75 |================================ GTX 1080 Ti . 1.96 |==================================== GTX 1070 Ti . 1.70 |=============================== GTX 1070 .... 1.53 |============================ GTX TITAN X . 1.14 |===================== RTX 2070 .... 2.46 |============================================= NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better RTX 2080 Ti . MIN: 146 AVG: 288 MAX: 400 GTX 1080 .... MIN: 141 AVG: 238 MAX: 288 GTX 1080 Ti . MIN: 174 AVG: 266 MAX: 367 GTX 1070 Ti . MIN: 141 AVG: 216 MAX: 281 GTX 1070 .... MIN: 161 AVG: 216 MAX: 257 GTX 970 ..... MIN: 142 AVG: 235 MAX: 287 GTX 980 ..... MIN: 169 AVG: 254 MAX: 297 GTX TITAN X . MIN: 207 AVG: 315 MAX: 371 RTX 2070 .... MIN: 95 AVG: 233 MAX: 307 NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP32 Images Per Second Per Watt > Higher Is Better RTX 2080 Ti . 11.39 |========================================================== GTX 1080 .... 7.35 |===================================== GTX 1080 Ti . 9.39 |================================================ GTX 1070 Ti . 7.69 |======================================= GTX 1070 .... 6.95 |=================================== GTX 970 ..... 4.25 |====================== GTX 980 ..... 4.52 |======================= GTX TITAN X . 5.00 |========================= RTX 2070 .... 9.07 |============================================== NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better RTX 2080 Ti . MIN: 140 AVG: 264 MAX: 398 GTX 1080 .... MIN: 137 AVG: 211 MAX: 283 GTX 1080 Ti . MIN: 113 AVG: 242 MAX: 361 GTX 1070 Ti . MIN: 140 AVG: 239 MAX: 301 GTX 1070 .... MIN: 91 AVG: 207 MAX: 262 GTX 970 ..... MIN: 139 AVG: 239 MAX: 291 GTX 980 ..... MIN: 142 AVG: 248 MAX: 304 GTX TITAN X . MIN: 111 AVG: 274 MAX: 377 RTX 2070 .... MIN: 140 AVG: 239 MAX: 305 NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP16 Images Per Second Per Watt > Higher Is Better RTX 2080 Ti . 16.39 |========================================================== GTX 1080 .... 8.79 |=============================== GTX 1080 Ti . 10.90 |======================================= GTX 1070 Ti . 7.41 |========================== GTX 1070 .... 7.50 |=========================== GTX 970 ..... 4.37 |=============== GTX 980 ..... 4.84 |================= GTX TITAN X . 6.01 |===================== RTX 2070 .... 11.38 |======================================== NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better RTX 2080 Ti . MIN: 104 AVG: 280 MAX: 401 GTX 1080 .... MIN: 94 AVG: 249 MAX: 305 GTX 1080 Ti . MIN: 111 AVG: 271 MAX: 376 GTX 1070 Ti . MIN: 101 AVG: 241 MAX: 306 GTX 1070 .... MIN: 134 AVG: 235 MAX: 274 GTX TITAN X . MIN: 111 AVG: 306 MAX: 380 RTX 2070 .... MIN: 96 AVG: 253 MAX: 312 NVIDIA GPU Cloud TensorFlow 18.09 Test: ResNet-50, FP32 Images Per Second Per Watt > Higher Is Better RTX 2080 Ti . 0.99 |=========================================================== GTX 1080 .... 0.57 |================================== GTX 1080 Ti . 0.76 |============================================= GTX 1070 Ti . 0.57 |================================== GTX 1070 .... 0.53 |================================ GTX TITAN X . 0.40 |======================== RTX 2070 .... 0.71 |========================================== NVIDIA GPU Cloud TensorFlow 18.09 System Power Consumption Monitor Watts < Lower Is Better RTX 2080 Ti . MIN: 103 AVG: 249 MAX: 399 GTX 1080 .... MIN: 134 AVG: 235 MAX: 308 GTX 1080 Ti . MIN: 128 AVG: 284 MAX: 376 GTX 1070 Ti . MIN: 125 AVG: 242 MAX: 307 GTX 1070 .... MIN: 126 AVG: 230 MAX: 273 GTX TITAN X . MIN: 144 AVG: 319 MAX: 384 RTX 2070 .... MIN: 96 AVG: 229 MAX: 311 NVIDIA GPU Cloud TensorFlow 18.09 Test: ResNet-50, FP16 Images Per Second Per Watt > Higher Is Better RTX 2080 Ti . 1.71 |=========================================================== GTX 1080 .... 0.81 |============================ GTX 1080 Ti . 0.93 |================================ GTX 1070 Ti . 0.76 |========================== GTX 1070 .... 0.69 |======================== GTX TITAN X . 0.48 |================= RTX 2070 .... 1.29 |============================================= CUDA Mini-Nbody 2015-11-10 System Power Consumption Monitor Watts < Lower Is Better RTX 2080 Ti . MIN: 102 AVG: 291 MAX: 393 GTX 1080 .... MIN: 137 AVG: 284 MAX: 306 GTX 1080 Ti . MIN: 167 AVG: 312 MAX: 370 GTX 1070 Ti . MIN: 179 AVG: 283 MAX: 313 GTX 1070 .... MIN: 125 AVG: 258 MAX: 276 GTX 970 ..... MIN: 279 AVG: 295 MAX: 300 GTX 980 ..... MIN: 111 AVG: 288 MAX: 314 GTX TITAN X . MIN: 199 AVG: 345 MAX: 382 RTX 2070 .... MIN: 179 AVG: 278 MAX: 306 Chaos Group V-RAY 1.1.0 System Power Consumption Monitor Watts < Lower Is Better RTX 2080 Ti . MIN: 100 AVG: 298 MAX: 341 GTX 1080 .... MIN: 163 AVG: 220 MAX: 228 GTX 1080 Ti . MIN: 169 AVG: 278 MAX: 304 GTX 1070 Ti . MIN: 136 AVG: 230 MAX: 242 GTX 1070 .... MIN: 131 AVG: 220 MAX: 228 GTX 970 ..... MIN: 157 AVG: 222 MAX: 232 GTX 980 ..... MIN: 96 AVG: 233 MAX: 246 GTX TITAN X . MIN: 170 AVG: 297 MAX: 311 RTX 2070 .... MIN: 91 AVG: 261 MAX: 282