AMDGPU-PRO OpenCL vs. NVIDIA Linux Comparison

Intel i5-6400 with an AMD Radeon HD 7870 GHz using Catalyst on Arch.

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AMDGPU-PRO OpenCL vs. NVIDIA Linux Comparison Intel i5-6400 with an AMD Radeon HD 7870 GHz using Catalyst on Arch. Radeon RX 460: 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: 256GB INTEL SSDPEKKW256G7, Graphics: AMD Radeon RX 460 2009.7109375MB, Audio: Realtek ALC1150, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: modesetting 1.18.4, OpenGL: 4.5.13453, OpenCL: OpenCL 2.0 AMD-APP (2117.10), Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 Radeon RX 480: 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: 256GB INTEL SSDPEKKW256G7, Graphics: AMD Radeon RX 480 8141.7109375MB, Audio: Realtek ALC1150, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: modesetting 1.18.4, OpenGL: 4.5.13453, OpenCL: OpenCL 2.0 AMD-APP (2117.10), Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 Radeon R9 Fury: 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: 256GB INTEL SSDPEKKW256G7, Graphics: Sapphire AMD Radeon R9 Fury 4053.82421875MB, Audio: Realtek ALC1150, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: modesetting 1.18.4, OpenGL: 4.5.13453, OpenCL: OpenCL 2.0 AMD-APP (2117.10), Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1050: 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: 256GB INTEL SSDPEKKW256G7, Graphics: Zotac NVIDIA GeForce GTX 1050 2048MB (1316/3504MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, OpenCL: OpenCL 1.2 CUDA 8.0.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1050 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: 256GB INTEL SSDPEKKW256G7, Graphics: eVGA NVIDIA GeForce GTX 1050 Ti 4096MB (1341/3504MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, OpenCL: OpenCL 1.2 CUDA 8.0.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1060: 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: 256GB INTEL SSDPEKKW256G7, Graphics: NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, OpenCL: OpenCL 1.2 CUDA 8.0.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 GeForce GTX 1070: 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: 256GB INTEL SSDPEKKW256G7, Graphics: NVIDIA GeForce GTX 1070 8192MB (1504/4006MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, OpenCL: OpenCL 1.2 CUDA 8.0.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + 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: 256GB INTEL SSDPEKKW256G7, Graphics: NVIDIA GeForce GTX 1080 8192MB (35/5005MHz), Audio: Realtek ALC1150, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.8.4-040804-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.4, Display Driver: NVIDIA 375.10, OpenGL: 4.5.0, OpenCL: OpenCL 1.2 CUDA 8.0.0, Vulkan: 1.0.8, Compiler: GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0, File-System: ext4, Screen Resolution: 3840x2160 Radeon HD 7870 GHz: Processor: Intel Core i5-6400 @ 3.30GHz (4 Cores), Motherboard: Gigabyte Z170-Gaming K3-CF, Chipset: Intel Skylake, Memory: 16384MB, Disk: 500GB Western Digital WD5000AAKS-7 + 60GB Mushkin MKNSSDCL + 250GB Samsung SSD 840, Graphics: Sapphire AMD Radeon HD 7800 (1000/1200MHz), Audio: Realtek ALC1150, Monitor: DELL U2711 + PL2210HD, Network: Qualcomm Atheros Killer E2400 Gigabit OS: Arch Linux, Kernel: 4.9.9-1-ARCH (x86_64), Desktop: GNOME Shell 3.22.3, Display Driver: fglrx 15.30.3, OpenGL: 4.5.13416, OpenCL: OpenCL 2.0 AMD-APP (1912.5), Compiler: GCC 6.3.1 20170306 + Clang 3.9.1, File-System: ext4, Screen Resolution: 2560x1440 SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better Radeon RX 460 ....... 78.96 |======= Radeon RX 480 ....... 162.54 |=============== Radeon R9 Fury ...... 221.97 |===================== GeForce GTX 1050 .... 279.97 |========================== GeForce GTX 1050 Ti . 311.54 |============================= GeForce GTX 1060 .... 397.51 |===================================== GeForce GTX 1070 .... 450.88 |========================================== GeForce GTX 1080 .... 526.96 |================================================= Radeon HD 7870 GHz .. 137.93 |============= SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: MD5 Hash GHash/s > Higher Is Better Radeon RX 460 ....... 2.42 |========== Radeon RX 480 ....... 5.12 |====================== Radeon R9 Fury ...... 5.88 |========================= GeForce GTX 1050 .... 2.49 |=========== GeForce GTX 1050 Ti . 3.01 |============= GeForce GTX 1060 .... 5.61 |======================== GeForce GTX 1070 .... 8.34 |=================================== GeForce GTX 1080 .... 11.81 |================================================== Radeon HD 7870 GHz .. 2.88 |============ SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Max SP Flops GFLOPS > Higher Is Better Radeon RX 460 ....... 2150.57 |=========== Radeon RX 480 ....... 5434.47 |============================ Radeon R9 Fury ...... 7133.59 |==================================== GeForce GTX 1050 .... 2104.35 |=========== GeForce GTX 1050 Ti . 2658.39 |============== GeForce GTX 1060 .... 4781.43 |======================== GeForce GTX 1070 .... 7110.46 |==================================== GeForce GTX 1080 .... 9426.88 |================================================ Radeon HD 7870 GHz .. 2527.56 |============= JuliaGPU 1.2pts1 OpenCL Device: GPU Samples/sec > Higher Is Better Radeon RX 460 ....... 41787915.50 |=========== Radeon RX 480 ....... 60734776.57 |================ Radeon R9 Fury ...... 79965845.45 |===================== GeForce GTX 1050 .... 64392809.47 |================= GeForce GTX 1050 Ti . 77022561.27 |==================== GeForce GTX 1060 .... 113379989.40 |============================== GeForce GTX 1070 .... 143023765.00 |===================================== GeForce GTX 1080 .... 164397650.07 |=========================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Triad GB/s > Higher Is Better Radeon RX 460 ....... 3.12 |============= Radeon RX 480 ....... 5.59 |======================== Radeon R9 Fury ...... 4.06 |================= GeForce GTX 1050 .... 11.06 |=============================================== GeForce GTX 1050 Ti . 11.05 |=============================================== GeForce GTX 1060 .... 11.51 |================================================= GeForce GTX 1070 .... 11.69 |================================================= GeForce GTX 1080 .... 11.84 |================================================== Radeon HD 7870 GHz .. 11.27 |================================================ MandelbulbGPU 1.0pts1 OpenCL Device: GPU Samples/sec > Higher Is Better Radeon RX 460 ....... 26828537.03 |============= Radeon RX 480 ....... 38283926.00 |================== Radeon R9 Fury ...... 44542867.47 |===================== GeForce GTX 1050 .... 37264194.30 |================== GeForce GTX 1050 Ti . 44503222.40 |===================== GeForce GTX 1060 .... 62974313.00 |============================== GeForce GTX 1070 .... 79186944.93 |====================================== GeForce GTX 1080 .... 91368843.10 |============================================ SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: FFT SP GFLOPS > Higher Is Better Radeon RX 460 ....... 26.83 |==== Radeon RX 480 ....... 35.28 |===== Radeon R9 Fury ...... 24.51 |=== GeForce GTX 1050 .... 116.39 |================ GeForce GTX 1050 Ti . 128.64 |================== GeForce GTX 1060 .... 214.12 |============================== GeForce GTX 1070 .... 302.33 |=========================================== GeForce GTX 1080 .... 346.47 |================================================= Radeon HD 7870 GHz .. 15.77 |== SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Bus Speed Readback GB/s > Higher Is Better Radeon RX 460 ....... 7.12 |========================= Radeon RX 480 ....... 13.38 |=============================================== Radeon R9 Fury ...... 13.45 |=============================================== GeForce GTX 1050 .... 13.17 |============================================== GeForce GTX 1050 Ti . 13.17 |============================================== GeForce GTX 1060 .... 13.17 |============================================== GeForce GTX 1070 .... 13.17 |============================================== GeForce GTX 1080 .... 13.17 |============================================== Radeon HD 7870 GHz .. 14.25 |================================================== SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Bus Speed Download GB/s > Higher Is Better Radeon RX 460 ....... 6.84 |========================== Radeon RX 480 ....... 13.11 |================================================== Radeon R9 Fury ...... 13.07 |================================================== GeForce GTX 1050 .... 12.52 |================================================ GeForce GTX 1050 Ti . 12.53 |================================================ GeForce GTX 1060 .... 12.53 |================================================ GeForce GTX 1070 .... 12.51 |================================================ GeForce GTX 1080 .... 12.54 |================================================ Radeon HD 7870 GHz .. 12.38 |===============================================