NVIDIA GeForce GTX 1080 CUDA Linux Compute GPGPU Testing NVIDIA GeForce GTX 1080 CUDA benchmarking including deep learning on Pascal. Benchmarks by Michael Larabel. GeForce GTX 960: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: eVGA NVIDIA GeForce GTX 960 2043MB (1277/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 970: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: eVGA NVIDIA GeForce GTX 970 4091MB (1163/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 980: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX 980 4091MB (1126/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 980 Ti: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX 980 Ti 6139MB (999/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX TITAN X: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: NVIDIA GeForce GTX TITAN X 12283MB (1001/3505MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1080: Processor: Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores), Motherboard: MSI C236A WORKSTATION (MS-7998) v1.0, Chipset: Intel Sky Lake, Memory: 16384MB, Disk: Samsung SSD 950 PRO 256GB, Graphics: GeForce GTX 1080 8187MB (909/5005MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-22-generic (x86_64), Desktop: Unity 7.4.0, Display Driver: NVIDIA 367.18, OpenGL: 4.5.0, Vulkan: 1.0.8, Compiler: GCC 5.3.1 20160413 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 Caffe AlexNet 2016-06-11 Build: CUDA Milli-Seconds < Lower Is Better GeForce GTX 960 ..... 28134.07 |=============================================== GeForce GTX 970 ..... 23567.70 |======================================= GeForce GTX 980 ..... 15504.53 |========================== GeForce GTX 980 Ti .. 12011.27 |==================== GeForce GTX TITAN X . 11397.13 |=================== GeForce GTX 1080 .... 8959.77 |=============== Caffe AlexNet 2016-06-11 Build: CPU Only Milli-Seconds < Lower Is Better Xeon E3-1280 v5 - CPU Only . 1787207 |========================================= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: FFT SP GFLOPS > Higher Is Better GeForce GTX 960 ..... 189.14 |==================== GeForce GTX 970 ..... 265.17 |============================ GeForce GTX 980 ..... 292.78 |=============================== GeForce GTX 980 Ti .. 302.76 |================================ GeForce GTX TITAN X . 322.57 |================================== GeForce GTX 1080 .... 461.28 |================================================= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: MD5 Hash GHash/s > Higher Is Better GeForce GTX 960 ..... 3.88 |================ GeForce GTX 970 ..... 5.47 |======================= GeForce GTX 980 ..... 6.53 |=========================== GeForce GTX 980 Ti .. 7.81 |================================= GeForce GTX TITAN X . 8.43 |=================================== GeForce GTX 1080 .... 11.98 |================================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: Max SP Flops GFLOPS > Higher Is Better GeForce GTX 960 ..... 2944.94 |=============== GeForce GTX 970 ..... 4316.43 |====================== GeForce GTX 980 ..... 4999.85 |========================== GeForce GTX 980 Ti .. 6144.29 |=============================== GeForce GTX TITAN X . 6886.69 |=================================== GeForce GTX 1080 .... 9397.41 |================================================ SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: CUDA - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better GeForce GTX 960 ..... 381.05 |=================================== GeForce GTX 970 ..... 351.32 |================================= GeForce GTX 980 ..... 332.16 |=============================== GeForce GTX 980 Ti .. 348.36 |================================ GeForce GTX TITAN X . 352.05 |================================= GeForce GTX 1080 .... 528.41 |================================================= CUDA Mini-Nbody 2015-11-10 Test: Original Seconds < Lower Is Better GeForce GTX 960 ..... 82.29 |================================================== GeForce GTX 970 ..... 52.04 |================================ GeForce GTX 980 ..... 46.51 |============================ GeForce GTX 980 Ti .. 35.35 |===================== GeForce GTX TITAN X . 33.09 |==================== GeForce GTX 1080 .... 30.51 |=================== CUDA Mini-Nbody 2015-11-10 Test: Cache Blocking Seconds < Lower Is Better GeForce GTX 960 ..... 36.30 |================================================== GeForce GTX 970 ..... 26.75 |===================================== GeForce GTX 980 ..... 24.91 |================================== GeForce GTX 980 Ti .. 19.69 |=========================== GeForce GTX TITAN X . 18.67 |========================== GeForce GTX 1080 .... 14.02 |=================== CUDA Mini-Nbody 2015-11-10 Test: Loop Unrolling Seconds < Lower Is Better GeForce GTX 960 ..... 35.71 |================================================== GeForce GTX 970 ..... 26.38 |===================================== GeForce GTX 980 ..... 24.63 |================================== GeForce GTX 980 Ti .. 19.64 |=========================== GeForce GTX TITAN X . 18.71 |========================== GeForce GTX 1080 .... 14.52 |==================== CUDA Mini-Nbody 2015-11-10 Test: SOA Data Layout Seconds < Lower Is Better GeForce GTX 960 ..... 81.27 |================================================== GeForce GTX 970 ..... 57.09 |=================================== GeForce GTX 980 ..... 51.02 |=============================== GeForce GTX 980 Ti .. 42.04 |========================== GeForce GTX TITAN X . 38.69 |======================== GeForce GTX 1080 .... 28.58 |================== CUDA Mini-Nbody 2015-11-10 Test: Flush Denormals To Zero Seconds < Lower Is Better GeForce GTX 960 ..... 81.19 |================================================== GeForce GTX 970 ..... 57.20 |=================================== GeForce GTX 980 ..... 50.44 |=============================== GeForce GTX 980 Ti .. 42.10 |========================== GeForce GTX TITAN X . 38.52 |======================== GeForce GTX 1080 .... 28.58 |==================