Radeon ROCm 2.0 OpenCL Compute Versus NVIDIA Linux
ROCm 2.0 Linux GPGPU/compute benchmarks for a future article on Phoronix.com by Michael Larabel.


GTX 980 Ti: 

	Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

	OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

GTX TITAN X GM200: 

	Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

	OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

GTX 1060: 

	Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1060 6GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

	OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

GTX 1070: 

	Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1070 8GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

	OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

GTX 1080: 

	Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1080 8GB (1607/5005MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

	OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, 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 (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

	OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

RTX 2080: 

	Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

	OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, 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 (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

	OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

TITAN RTX: 

	Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA TITAN RTX 24GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

	OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

RX 580: 

	Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: MSI AMD Radeon RX 470/480 8GB (1366/2000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

	OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, OpenGL: 4.5 Mesa 19.0.0-devel (git-17218a0406) (LLVM 8.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

RX Vega 56: 

	Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: AMD Radeon RX Vega 8GB (1590/800MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

	OS: Ubuntu 18.04, Kernel: 4.15.0-43-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, OpenGL: 4.5 Mesa 19.0.0-devel (git-17218a0406) (LLVM 8.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

RX Vega 64: 

	Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: AMD Radeon RX Vega 8GB (1630/945MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

	OS: Ubuntu 18.04, Kernel: 4.15.0-43-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, OpenGL: 4.5 Mesa 19.0.0-devel (git-17218a0406) (LLVM 8.0.0), OpenCL: OpenCL 2.1 AMD-APP (2783.0), Vulkan: 1.1.90, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160


Darktable 2.4.2
Test: Boat - Acceleration: OpenCL
Seconds < Lower Is Better
GTX 980 Ti ........ 3.27  |============
GTX TITAN X GM200 . 3.11  |============
GTX 1060 .......... 3.77  |==============
GTX 1070 .......... 2.87  |===========
GTX 1080 .......... 2.72  |==========
GTX 1080 Ti ....... 2.27  |=========
RTX 2080 .......... 1.88  |=======
RTX 2080 Ti ....... 1.62  |======
TITAN RTX ......... 1.61  |======
RX 580 ............ 13.60 |====================================================
RX Vega 56 ........ 13.64 |====================================================
RX Vega 64 ........ 3.58  |==============


Darktable 2.4.2
Test: Server Room - Acceleration: OpenCL
Seconds < Lower Is Better
GTX 980 Ti ........ 1.52 |===================
GTX TITAN X GM200 . 1.36 |=================
GTX 1060 .......... 1.99 |=========================
GTX 1070 .......... 1.10 |==============
GTX 1080 .......... 1.12 |==============
GTX 1080 Ti ....... 1.02 |=============
RTX 2080 .......... 0.80 |==========
RTX 2080 Ti ....... 0.73 |=========
TITAN RTX ......... 0.73 |=========
RX 580 ............ 4.19 |=====================================================
RX Vega 56 ........ 4.21 |=====================================================
RX Vega 64 ........ 1.76 |======================


Parboil 2.5
Test: OpenCL TPACF
Seconds < Lower Is Better
GTX 980 Ti ........ 1.39 |==========================================
GTX TITAN X GM200 . 1.36 |=========================================
GTX 1060 .......... 1.39 |==========================================
GTX 1070 .......... 1.08 |=================================
GTX 1080 .......... 1.06 |================================
GTX 1080 Ti ....... 0.77 |=======================
RTX 2080 .......... 0.88 |===========================
RTX 2080 Ti ....... 0.64 |===================
TITAN RTX ......... 0.63 |===================
RX 580 ............ 1.75 |=====================================================
RX Vega 56 ........ 1.41 |===========================================
RX Vega 64 ........ 1.36 |=========================================


Rodinia 2.4
Test: OpenCL Particle Filter
Seconds < Lower Is Better
GTX 980 Ti ........ 10.22 |============================================
GTX TITAN X GM200 . 9.03  |=======================================
GTX 1060 .......... 12.07 |====================================================
GTX 1070 .......... 8.30  |====================================
GTX 1080 .......... 6.54  |============================
GTX 1080 Ti ....... 4.97  |=====================
RTX 2080 .......... 6.17  |===========================
RTX 2080 Ti ....... 4.45  |===================
TITAN RTX ......... 4.26  |==================


Mixbench 2016-06-06
Benchmark: Single Precision
GFLOPS > Higher Is Better
GTX 980 Ti ........ 5860  |==================
GTX TITAN X GM200 . 6557  |====================
GTX 1060 .......... 4346  |=============
GTX 1070 .......... 6410  |===================
GTX 1080 .......... 8570  |==========================
GTX 1080 Ti ....... 11605 |===================================
RTX 2080 .......... 11029 |=================================
RTX 2080 Ti ....... 16175 |=================================================
TITAN RTX ......... 17324 |====================================================
RX 580 ............ 5915  |==================
RX Vega 56 ........ 10519 |================================
RX Vega 64 ........ 12458 |=====================================


clpeak
OpenCL Test: Global Memory Bandwidth
GBPS > Higher Is Better
GTX 980 Ti ........ 264 |===========================
GTX TITAN X GM200 . 263 |===========================
GTX 1060 .......... 147 |===============
GTX 1070 .......... 196 |====================
GTX 1080 .......... 222 |=======================
GTX 1080 Ti ....... 329 |==================================
RTX 2080 .......... 368 |======================================
RTX 2080 Ti ....... 505 |====================================================
TITAN RTX ......... 528 |======================================================
RX 580 ............ 205 |=====================
RX Vega 56 ........ 317 |================================
RX Vega 64 ........ 362 |=====================================


clpeak
OpenCL Test: Integer Compute INT
GIOPS > Higher Is Better
GTX 980 Ti ........ 1616  |=====
GTX TITAN X GM200 . 1783  |======
GTX 1060 .......... 1285  |====
GTX 1070 .......... 1684  |======
GTX 1080 .......... 2450  |========
GTX 1080 Ti ....... 3366  |===========
RTX 2080 .......... 10199 |==================================
RTX 2080 Ti ....... 14840 |==================================================
TITAN RTX ......... 15398 |====================================================
RX 580 ............ 1252  |====
RX Vega 56 ........ 2006  |=======
RX Vega 64 ........ 2494  |========


FAHBench 2.3.2

Ns Per Day > Higher Is Better
GTX 980 Ti ........ 114 |=====================
GTX TITAN X GM200 . 121 |======================
GTX 1060 .......... 103 |===================
GTX 1070 .......... 140 |=========================
GTX 1080 .......... 155 |============================
GTX 1080 Ti ....... 198 |====================================
RTX 2080 .......... 237 |===========================================
RTX 2080 Ti ....... 294 |=====================================================
TITAN RTX ......... 297 |======================================================


LuxMark 3.1
OpenCL Device: GPU - Scene: Luxball HDR
Score > Higher Is Better
GTX 980 Ti ........ 16910 |===================
GTX TITAN X GM200 . 17299 |===================
GTX 1070 .......... 17288 |===================
GTX 1080 .......... 13823 |===============
GTX 1080 Ti ....... 21562 |========================
RTX 2080 .......... 29641 |=================================
RTX 2080 Ti ....... 42693 |================================================
TITAN RTX ......... 45932 |====================================================
GTX 980 Ti ........ 16778 |===================
GTX TITAN X GM200 . 17288 |===================
GTX 1060 .......... 12238 |==============
GTX 1070 .......... 17289 |===================
GTX 1080 .......... 13833 |================
GTX 1080 Ti ....... 21685 |========================
RTX 2080 .......... 29650 |=================================
RTX 2080 Ti ....... 42314 |===============================================
TITAN RTX ......... 46377 |====================================================
RX 580 ............ 15270 |=================
RX Vega 56 ........ 30649 |==================================
RX Vega 64 ........ 32545 |====================================


LuxMark 3.1
OpenCL Device: GPU - Scene: Microphone
Score > Higher Is Better
GTX 980 Ti ........ 11105 |===================
GTX TITAN X GM200 . 10929 |===================
GTX 1060 .......... 6963  |============
GTX 1070 .......... 9980  |=================
GTX 1080 .......... 8732  |===============
GTX 1080 Ti ....... 13732 |=======================
RTX 2080 .......... 19855 |==================================
RTX 2080 Ti ....... 28476 |=================================================
TITAN RTX ......... 30528 |====================================================


LuxMark 3.1
OpenCL Device: GPU - Scene: Hotel
Score > Higher Is Better
GTX 980 Ti ........ 3879 |=====================
GTX TITAN X GM200 . 4135 |======================
GTX 1070 .......... 3877 |=====================
GTX 1080 .......... 3823 |====================
GTX 1080 Ti ....... 5581 |==============================
RTX 2080 .......... 6589 |===================================
RTX 2080 Ti ....... 9191 |=================================================
TITAN RTX ......... 9884 |=====================================================


SHOC Scalable HeterOgeneous Computing 2015-11-10
Target: OpenCL - Benchmark: FFT SP
GFLOPS > Higher Is Better
GTX 980 Ti ........ 728  |=========================
GTX TITAN X GM200 . 726  |=========================
GTX 1060 .......... 302  |==========
GTX 1070 .......... 452  |===============
GTX 1080 .......... 575  |====================
GTX 1080 Ti ....... 972  |=================================
RTX 2080 .......... 1083 |=====================================
RTX 2080 Ti ....... 1443 |=================================================
TITAN RTX ......... 1548 |=====================================================
RX 580 ............ 548  |===================
RX Vega 56 ........ 932  |================================
RX Vega 64 ........ 1074 |=====================================


cl-mem 2017-01-13
Benchmark: Copy
GB/s > Higher Is Better
GTX 980 Ti ........ 217 |========================
GTX TITAN X GM200 . 218 |========================
GTX 1060 .......... 139 |================
GTX 1070 .......... 187 |=====================
GTX 1080 .......... 209 |=======================
GTX 1080 Ti ....... 317 |===================================
RTX 2080 .......... 328 |=====================================
RTX 2080 Ti ....... 454 |===================================================
TITAN RTX ......... 484 |======================================================
RX 580 ............ 184 |=====================
RX Vega 56 ........ 203 |=======================
RX Vega 64 ........ 222 |=========================