ROCm OpenCL Radeon Linux GPU Compute vs. NVIDIA NVIDIA GeForce / AMD Radeon Linux OpenCL benchmarks for a future article on Phoronix.. RX 580: 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: MSI AMD Radeon RX 470/480/570/570X/580/580X 8GB (1366/2000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-16-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: modesetting 1.20.4, OpenGL: 4.5 Mesa 19.2.0-devel (git-af0de6b 2019-05-27 disco-oibaf-ppa) (LLVM 8.0.0), OpenCL: OpenCL 2.1 AMD-APP (2874.0), Vulkan: 1.1.107, Compiler: GCC 8.3.0, 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 (0802 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 16384MB, Disk: Samsung SSD 970 EVO 250GB, Graphics: AMD Radeon RX 64 8GB (1630/945MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-16-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: modesetting 1.20.4, OpenGL: 4.5 Mesa 19.2.0-devel (git-af0de6b 2019-05-27 disco-oibaf-ppa) (LLVM 8.0.0), OpenCL: OpenCL 2.1 AMD-APP (2874.0), Vulkan: 1.1.107, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 Radeon VII: 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: AMD Vega 20 16GB (1802/1001MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-16-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: modesetting 1.20.4, OpenGL: 4.5 Mesa 19.2.0-devel (git-af0de6b 2019-05-27 disco-oibaf-ppa) (LLVM 8.0.0), OpenCL: OpenCL 2.1 AMD-APP (2874.0), Vulkan: 1.1.107, 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: 5.0.0-16-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: NVIDIA 430.09, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.1.120, Vulkan: 1.1.99, 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: 5.0.0-16-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: NVIDIA 430.09, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.1.120, Vulkan: 1.1.99, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1650: 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 1650 4GB (1485/4001MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-16-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: NVIDIA 430.09, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.1.120, Vulkan: 1.1.99, 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: 5.0.0-16-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: NVIDIA 430.09, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.1.120, Vulkan: 1.1.99, 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: 5.0.0-16-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: NVIDIA 430.09, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.1.120, Vulkan: 1.1.99, 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: 5.0.0-16-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: NVIDIA 430.09, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.1.120, Vulkan: 1.1.99, 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 (1515/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 19.04, Kernel: 5.0.0-16-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: NVIDIA 430.09, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.1.120, Vulkan: 1.1.99, 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: 5.0.0-16-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: NVIDIA 430.09, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.1.120, Vulkan: 1.1.99, 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: 5.0.0-16-generic (x86_64), Desktop: GNOME Shell 3.32.0, Display Server: X Server 1.20.4, Display Driver: NVIDIA 430.09, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.1.120, Vulkan: 1.1.99, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 3840x2160 rocmcl: Processor: AMD A10-7850K Radeon R7 12 Compute Cores 4C+8G @ 3.70GHz (2 / 4 Threads), Motherboard: ASUS A88X-PRO (1301 BIOS), Chipset: AMD 15h, Memory: 16GB, Disk: PNY CS900 240GB, Graphics: AMD Radeon RX 56/64 8GB (1630/945MHz), Audio: Realtek ALC1150, Monitor: LG ULTRAWIDE, Network: Realtek RTL8111/8168/8411 OS: Ubuntu 20.04, Kernel: 5.4.0-52-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: amdgpu 19.1.0, OpenGL: 4.6 Mesa 20.0.8 (LLVM 10.0.0), OpenCL: OpenCL 2.0 AMD-APP (3204.0), Vulkan: 1.2.128, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 2560x1080 Darktable 2.6.0 Test: Boat - Acceleration: OpenCL Seconds < Lower Is Better RX 580 ...... 13.57 |======================================================= RX Vega 64 .. 13.61 |======================================================== Radeon VII .. 13.57 |======================================================= GTX 1060 .... 14.12 |========================================================== GTX 1080 .... 14.13 |========================================================== GTX 1650 .... 14.17 |========================================================== GTX 1660 Ti . 14.14 |========================================================== RTX 2060 .... 14.20 |========================================================== RTX 2070 .... 14.08 |========================================================== RTX 2080 .... 13.93 |========================================================= RTX 2080 Ti . 14.15 |========================================================== TITAN RTX ... 13.98 |========================================================= Darktable GPU Power Consumption Monitor Watts < Lower Is Better RX Vega 64 . MIN: 8.0 AVG: 9.2 MAX: 14.0 Darktable GPU Temperature Monitor Celsius < Lower Is Better RX Vega 64 . MIN: 30.0 AVG: 31.0 MAX: 31.0 Darktable 2.6.0 Test: Masskrug - Acceleration: OpenCL Seconds < Lower Is Better RX 580 ...... 5.32 |========================================================== RX Vega 64 .. 5.35 |========================================================== Radeon VII .. 5.34 |========================================================== GTX 1060 .... 5.44 |=========================================================== GTX 1080 .... 5.44 |=========================================================== GTX 1650 .... 5.43 |=========================================================== GTX 1660 Ti . 5.43 |=========================================================== RTX 2060 .... 5.45 |=========================================================== RTX 2070 .... 5.45 |=========================================================== RTX 2080 .... 5.45 |=========================================================== RTX 2080 Ti . 5.44 |=========================================================== TITAN RTX ... 5.45 |=========================================================== Darktable GPU Power Consumption Monitor Watts < Lower Is Better RX Vega 64 . MIN: 8.0 AVG: 9.5 MAX: 13.0 Darktable GPU Temperature Monitor Celsius < Lower Is Better RX Vega 64 . MIN: 30.0 AVG: 31.0 MAX: 31.0 Darktable 2.6.0 Test: Server Room - Acceleration: OpenCL Seconds < Lower Is Better RX 580 ...... 4.15 |========================================================= RX Vega 64 .. 4.16 |========================================================= Radeon VII .. 4.16 |========================================================= GTX 1060 .... 4.26 |========================================================== GTX 1080 .... 4.24 |========================================================== GTX 1650 .... 4.26 |========================================================== GTX 1660 Ti . 4.24 |========================================================== RTX 2060 .... 4.26 |========================================================== RTX 2070 .... 4.24 |========================================================== RTX 2080 .... 4.28 |=========================================================== RTX 2080 Ti . 4.27 |=========================================================== TITAN RTX ... 4.30 |=========================================================== Darktable GPU Power Consumption Monitor Watts < Lower Is Better RX Vega 64 . MIN: 8.0 AVG: 9.5 MAX: 15.0 Darktable GPU Temperature Monitor Celsius < Lower Is Better RX Vega 64 . MIN: 30.0 AVG: 30.9 MAX: 31.0 Darktable 2.6.0 Test: Server Rack - Acceleration: OpenCL Seconds < Lower Is Better RX 580 ...... 0.17 |======================================================== RX Vega 64 .. 0.17 |======================================================== Radeon VII .. 0.17 |======================================================== GTX 1060 .... 0.17 |======================================================== GTX 1080 .... 0.18 |=========================================================== GTX 1650 .... 0.17 |======================================================== GTX 1660 Ti . 0.17 |======================================================== RTX 2060 .... 0.18 |=========================================================== RTX 2070 .... 0.17 |======================================================== RTX 2080 .... 0.17 |======================================================== RTX 2080 Ti . 0.17 |======================================================== TITAN RTX ... 0.17 |======================================================== Darktable GPU Power Consumption Monitor Watts < Lower Is Better RX Vega 64 . MIN: 8.0 AVG: 9.4 MAX: 12.0 Darktable GPU Temperature Monitor Celsius < Lower Is Better RX Vega 64 . MIN: 31.0 AVG: 31.0 MAX: 31.0 SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better RX 580 ...... 221.00 |========== RX Vega 64 .. 430.00 |==================== Radeon VII .. 447.00 |===================== GTX 1060 .... 400.00 |=================== GTX 1080 .... 525.00 |========================= GTX 1650 .... 637.00 |============================== GTX 1660 Ti . 912.00 |=========================================== RTX 2060 .... 1028.00 |================================================ RTX 2070 .... 1061.00 |================================================== RTX 2080 .... 1101.00 |==================================================== RTX 2080 Ti . 1117.00 |===================================================== TITAN RTX ... 1187.00 |======================================================== rocmcl ...... 299.47 |============== SHOC Scalable HeterOgeneous Computing 2015-11-10 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40 AVG: 65 MAX: 84 RX Vega 64 .. MIN: 6 AVG: 112 MAX: 210 Radeon VII .. MIN: 19 AVG: 47 MAX: 173 GTX 1060 .... MIN: 7 AVG: 48 MAX: 68 GTX 1080 .... MIN: 8 AVG: 74 MAX: 100 GTX 1650 .... MIN: 6 AVG: 39 MAX: 51 GTX 1660 Ti . MIN: 8 AVG: 60 MAX: 90 RTX 2060 .... MIN: 11 AVG: 79 MAX: 129 RTX 2070 .... MIN: 8 AVG: 86 MAX: 150 RTX 2080 .... MIN: 15 AVG: 104 MAX: 192 RTX 2080 Ti . MIN: 7 AVG: 145 MAX: 233 TITAN RTX ... MIN: 9 AVG: 157 MAX: 286 SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: FFT SP GFLOPS > Higher Is Better RX 580 ...... 520.00 |============= RX Vega 64 .. 912.00 |====================== Radeon VII .. 2310.00 |======================================================== GTX 1060 .... 325.00 |======== GTX 1080 .... 633.00 |=============== GTX 1650 .... 285.00 |======= GTX 1660 Ti . 682.00 |================= RTX 2060 .... 812.00 |==================== RTX 2070 .... 975.00 |======================== RTX 2080 .... 1099.00 |=========================== RTX 2080 Ti . 1485.00 |==================================== TITAN RTX ... 1578.00 |====================================== rocmcl ...... 940.34 |======================= SHOC Scalable HeterOgeneous Computing 2015-11-10 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40 AVG: 44 MAX: 77 RX Vega 64 .. MIN: 5 AVG: 8 MAX: 14 Radeon VII .. MIN: 19 AVG: 20 MAX: 24 GTX 1060 .... MIN: 7 AVG: 37 MAX: 90 GTX 1080 .... MIN: 35 AVG: 55 MAX: 151 GTX 1650 .... MIN: 6 AVG: 18 MAX: 43 GTX 1660 Ti . MIN: 8 AVG: 26 MAX: 73 RTX 2060 .... MIN: 11 AVG: 38 MAX: 89 RTX 2070 .... MIN: 9 AVG: 37 MAX: 107 RTX 2080 .... MIN: 16 AVG: 47 MAX: 106 RTX 2080 Ti . MIN: 9 AVG: 48 MAX: 80 TITAN RTX ... MIN: 11 AVG: 54 MAX: 87 SHOC Scalable HeterOgeneous Computing 2015-11-10 Target: OpenCL - Benchmark: MD5 Hash GHash/s > Higher Is Better RX 580 ...... 8.0700 |============ RX Vega 64 .. 20.1100 |============================== Radeon VII .. 20.7300 |=============================== GTX 1060 .... 7.3100 |=========== GTX 1080 .... 14.2800 |====================== GTX 1650 .... 7.6300 |============ GTX 1660 Ti . 13.0200 |==================== RTX 2060 .... 16.3200 |========================= RTX 2070 .... 18.8700 |============================ RTX 2080 .... 24.1600 |==================================== RTX 2080 Ti . 35.1200 |===================================================== TITAN RTX ... 37.1000 |======================================================== rocmcl ...... 13.5730 |==================== SHOC Scalable HeterOgeneous Computing 2015-11-10 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40 AVG: 70 MAX: 134 RX Vega 64 .. MIN: 5 AVG: 51 MAX: 221 Radeon VII .. MIN: 19 AVG: 41 MAX: 205 GTX 1060 .... MIN: 7 AVG: 53 MAX: 110 GTX 1080 .... MIN: 51 AVG: 77 MAX: 183 GTX 1650 .... MIN: 6 AVG: 30 MAX: 68 GTX 1660 Ti . MIN: 8 AVG: 36 MAX: 112 RTX 2060 .... MIN: 11 AVG: 48 MAX: 162 RTX 2070 .... MIN: 8 AVG: 42 MAX: 178 RTX 2080 .... MIN: 15 AVG: 50 MAX: 211 RTX 2080 Ti . MIN: 8 AVG: 49 MAX: 267 TITAN RTX ... MIN: 11 AVG: 54 MAX: 287 cl-mem 2017-01-13 Benchmark: Read GB/s > Higher Is Better RX 580 ...... 151.0 |============ RX Vega 64 .. 387.0 |=============================== Radeon VII .. 733.0 |========================================================== GTX 1060 .... 154.0 |============ GTX 1080 .... 229.0 |================== GTX 1650 .... 108.0 |========= GTX 1660 Ti . 251.0 |==================== RTX 2060 .... 297.0 |======================== RTX 2070 .... 396.0 |=============================== RTX 2080 .... 395.0 |=============================== RTX 2080 Ti . 545.0 |=========================================== TITAN RTX ... 566.0 |============================================= rocmcl ...... 318.0 |========================= cl-mem 2017-01-13 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40 AVG: 69 MAX: 84 RX Vega 64 .. MIN: 6 AVG: 105 MAX: 218 Radeon VII .. MIN: 19 AVG: 70 MAX: 172 GTX 1060 .... MIN: 7 AVG: 51 MAX: 64 GTX 1080 .... MIN: 8 AVG: 71 MAX: 96 GTX 1650 .... MIN: 6 AVG: 39 MAX: 50 GTX 1660 Ti . MIN: 8 AVG: 54 MAX: 83 RTX 2060 .... MIN: 11 AVG: 62 MAX: 95 RTX 2070 .... MIN: 9 AVG: 68 MAX: 119 RTX 2080 .... MIN: 15 AVG: 75 MAX: 120 RTX 2080 Ti . MIN: 8 AVG: 93 MAX: 177 TITAN RTX ... MIN: 10 AVG: 90 MAX: 179 cl-mem 2017-01-13 Benchmark: Write GB/s > Higher Is Better RX 580 ...... 178.0 |=============== RX Vega 64 .. 373.0 |================================ Radeon VII .. 672.0 |========================================================== GTX 1060 .... 145.0 |============= GTX 1080 .... 221.0 |=================== GTX 1650 .... 101.0 |========= GTX 1660 Ti . 218.0 |=================== RTX 2060 .... 252.0 |====================== RTX 2070 .... 323.0 |============================ RTX 2080 .... 329.0 |============================ RTX 2080 Ti . 443.0 |====================================== TITAN RTX ... 497.0 |=========================================== rocmcl ...... 338.7 |============================= cl-mem 2017-01-13 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 41 AVG: 68 MAX: 84 RX Vega 64 .. MIN: 6 AVG: 106 MAX: 220 Radeon VII .. MIN: 19 AVG: 62 MAX: 172 GTX 1060 .... MIN: 7 AVG: 52 MAX: 64 GTX 1080 .... MIN: 9 AVG: 72 MAX: 96 GTX 1650 .... MIN: 6 AVG: 39 MAX: 51 GTX 1660 Ti . MIN: 9 AVG: 55 MAX: 82 RTX 2060 .... MIN: 11 AVG: 63 MAX: 95 RTX 2070 .... MIN: 9 AVG: 70 MAX: 119 RTX 2080 .... MIN: 15 AVG: 75 MAX: 121 RTX 2080 Ti . MIN: 9 AVG: 92 MAX: 177 TITAN RTX ... MIN: 11 AVG: 91 MAX: 179 cl-mem 2017-01-13 Benchmark: Copy GB/s > Higher Is Better RX 580 ...... 171.00 |==================== RX Vega 64 .. 221.00 |========================== Radeon VII .. 312.00 |===================================== GTX 1060 .... 139.00 |================ GTX 1080 .... 210.00 |========================= GTX 1650 .... 98.00 |============ GTX 1660 Ti . 214.37 |========================= RTX 2060 .... 246.50 |============================= RTX 2070 .... 328.73 |======================================= RTX 2080 .... 324.00 |====================================== RTX 2080 Ti . 450.33 |===================================================== TITAN RTX ... 481.67 |========================================================= rocmcl ...... 173.80 |===================== cl-mem 2017-01-13 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40 AVG: 69 MAX: 84 RX Vega 64 .. MIN: 5 AVG: 106 MAX: 217 Radeon VII .. MIN: 19 AVG: 69 MAX: 172 GTX 1060 .... MIN: 7 AVG: 52 MAX: 64 GTX 1080 .... MIN: 34 AVG: 77 MAX: 96 GTX 1650 .... MIN: 6 AVG: 39 MAX: 51 GTX 1660 Ti . MIN: 9 AVG: 55 MAX: 83 RTX 2060 .... MIN: 11 AVG: 63 MAX: 95 RTX 2070 .... MIN: 9 AVG: 69 MAX: 118 RTX 2080 .... MIN: 15 AVG: 77 MAX: 121 RTX 2080 Ti . MIN: 8 AVG: 93 MAX: 176 TITAN RTX ... MIN: 11 AVG: 95 MAX: 179 ViennaCL 1.4.2 OpenCL LU Factorization GFLOPS > Higher Is Better RX 580 ...... 15.69 |============ RX Vega 64 .. 28.34 |====================== Radeon VII .. 53.63 |========================================== GTX 1060 .... 58.43 |============================================== GTX 1080 .... 66.72 |===================================================== GTX 1650 .... 59.56 |=============================================== GTX 1660 Ti . 65.81 |==================================================== RTX 2060 .... 67.87 |====================================================== RTX 2070 .... 69.40 |======================================================= RTX 2080 .... 70.35 |======================================================== RTX 2080 Ti . 73.22 |========================================================== TITAN RTX ... 72.06 |========================================================= rocmcl ...... 15.62 |============ ViennaCL 1.4.2 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40.1 AVG: 46.0 MAX: 70.1 RX Vega 64 .. MIN: 5.0 AVG: 10.0 MAX: 39.0 Radeon VII .. MIN: 19.0 AVG: 21.8 MAX: 38.0 GTX 1060 .... MIN: 7.1 AVG: 32.1 MAX: 50.5 GTX 1080 .... MIN: 33.7 AVG: 48.8 MAX: 73.2 GTX 1650 .... MIN: 6.5 AVG: 18.4 MAX: 48.1 GTX 1660 Ti . MIN: 8.8 AVG: 23.2 MAX: 45.5 RTX 2060 .... MIN: 12.0 AVG: 36.1 MAX: 81.0 RTX 2070 .... MIN: 8.8 AVG: 29.1 MAX: 56.6 RTX 2080 .... MIN: 15.2 AVG: 39.6 MAX: 75.4 RTX 2080 Ti . MIN: 8.1 AVG: 36.0 MAX: 76.7 TITAN RTX ... MIN: 10.6 AVG: 38.6 MAX: 69.2 CoMD OpenCL 2017-07-06 Average Atom Update Rate us/atom/task > Higher Is Better RX 580 ...... 2.38 |========================= RX Vega 64 .. 2.38 |========================= Radeon VII .. 2.38 |========================= GTX 1060 .... 2.39 |========================= GTX 1080 .... 2.40 |========================= GTX 1650 .... 2.46 |========================== GTX 1660 Ti . 2.38 |========================= RTX 2060 .... 2.39 |========================= RTX 2070 .... 2.37 |========================= RTX 2080 .... 2.48 |========================== RTX 2080 Ti . 2.43 |========================== TITAN RTX ... 2.44 |========================== rocmcl ...... 5.56 |=========================================================== CoMD OpenCL 2017-07-06 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40 AVG: 46 MAX: 65 RX Vega 64 .. MIN: 5 AVG: 11 MAX: 16 Radeon VII .. MIN: 19 AVG: 21 MAX: 31 GTX 1060 .... MIN: 26 AVG: 37 MAX: 53 GTX 1080 .... MIN: 38 AVG: 54 MAX: 74 GTX 1650 .... MIN: 6 AVG: 18 MAX: 32 GTX 1660 Ti . MIN: 8 AVG: 22 MAX: 44 RTX 2060 .... MIN: 11 AVG: 29 MAX: 63 RTX 2070 .... MIN: 8 AVG: 31 MAX: 64 RTX 2080 .... MIN: 15 AVG: 42 MAX: 80 RTX 2080 Ti . MIN: 8 AVG: 46 MAX: 98 TITAN RTX ... MIN: 10 AVG: 51 MAX: 104 clpeak OpenCL Test: Global Memory Bandwidth GBPS > Higher Is Better RX 580 ...... 197.00 |=============== RX Vega 64 .. 357.00 |=========================== Radeon VII .. 759.00 |========================================================= GTX 1060 .... 147.00 |=========== GTX 1080 .... 222.00 |================= GTX 1650 .... 104.00 |======== GTX 1660 Ti . 235.00 |================== RTX 2060 .... 276.00 |===================== RTX 2070 .... 369.00 |============================ RTX 2080 .... 368.00 |============================ RTX 2080 Ti . 507.00 |====================================== TITAN RTX ... 530.00 |======================================== rocmcl ...... 306.60 |======================= clpeak GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40 AVG: 50 MAX: 88 RX Vega 64 .. MIN: 4 AVG: 37 MAX: 220 Radeon VII .. MIN: 19 AVG: 26 MAX: 181 GTX 1060 .... MIN: 34 AVG: 40 MAX: 65 GTX 1080 .... MIN: 49 AVG: 60 MAX: 99 GTX 1650 .... MIN: 6 AVG: 19 MAX: 49 GTX 1660 Ti . MIN: 9 AVG: 31 MAX: 92 RTX 2060 .... MIN: 11 AVG: 40 MAX: 111 RTX 2070 .... MIN: 9 AVG: 40 MAX: 141 RTX 2080 .... MIN: 15 AVG: 49 MAX: 141 RTX 2080 Ti . MIN: 8 AVG: 76 MAX: 219 TITAN RTX ... MIN: 11 AVG: 61 MAX: 216 clpeak OpenCL Test: Single-Precision Float GFLOPS > Higher Is Better RX 580 ...... 6195.00 |======================== RX Vega 64 .. 12567.00 |================================================ Radeon VII .. 13612.00 |==================================================== GTX 1060 .... 4114.00 |================ GTX 1080 .... 8239.00 |=============================== GTX 1650 .... 2688.00 |========== GTX 1660 Ti . 4793.00 |================== RTX 2060 .... 5397.00 |===================== RTX 2070 .... 7209.00 |=========================== RTX 2080 .... 9338.00 |==================================== RTX 2080 Ti . 13551.00 |==================================================== TITAN RTX ... 14459.00 |======================================================= rocmcl ...... 8769.63 |================================= clpeak GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40 AVG: 52 MAX: 131 RX Vega 64 .. MIN: 5 AVG: 37 MAX: 220 Radeon VII .. MIN: 19 AVG: 32 MAX: 183 GTX 1060 .... MIN: 7 AVG: 37 MAX: 71 GTX 1080 .... MIN: 8 AVG: 56 MAX: 126 GTX 1650 .... MIN: 6 AVG: 18 MAX: 50 GTX 1660 Ti . MIN: 8 AVG: 29 MAX: 81 RTX 2060 .... MIN: 11 AVG: 38 MAX: 111 RTX 2070 .... MIN: 8 AVG: 47 MAX: 121 RTX 2080 .... MIN: 15 AVG: 52 MAX: 149 RTX 2080 Ti . MIN: 8 AVG: 80 MAX: 224 TITAN RTX ... MIN: 10 AVG: 84 MAX: 236 clpeak OpenCL Test: Integer Compute INT GIOPS > Higher Is Better RX 580 ...... 1249.00 |===== RX Vega 64 .. 2484.00 |========== Radeon VII .. 4482.00 |================== GTX 1060 .... 1263.00 |===== GTX 1080 .... 2398.00 |========== GTX 1650 .... 2705.00 |=========== GTX 1660 Ti . 4711.00 |=================== RTX 2060 .... 5349.00 |===================== RTX 2070 .... 7188.00 |============================= RTX 2080 .... 8863.00 |=================================== RTX 2080 Ti . 12843.00 |=================================================== TITAN RTX ... 13863.00 |======================================================= rocmcl ...... 1768.75 |======= clpeak GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40 AVG: 78 MAX: 130 RX Vega 64 .. MIN: 6 AVG: 98 MAX: 221 Radeon VII .. MIN: 19 AVG: 50 MAX: 231 GTX 1060 .... MIN: 7 AVG: 60 MAX: 129 GTX 1080 .... MIN: 36 AVG: 90 MAX: 180 GTX 1650 .... MIN: 6 AVG: 21 MAX: 66 GTX 1660 Ti . MIN: 8 AVG: 36 MAX: 120 RTX 2060 .... MIN: 11 AVG: 44 MAX: 163 RTX 2070 .... MIN: 8 AVG: 60 MAX: 179 RTX 2080 .... MIN: 17 AVG: 61 MAX: 200 RTX 2080 Ti . MIN: 9 AVG: 81 MAX: 261 TITAN RTX ... MIN: 13 AVG: 98 MAX: 287 clpeak OpenCL Test: Kernel Latency us < Lower Is Better RX 580 ...... 4.92 |================= RX Vega 64 .. 7.00 |======================== Radeon VII .. 7.37 |========================= GTX 1060 .... 3.78 |============= GTX 1080 .... 3.61 |============ GTX 1650 .... 3.42 |============ GTX 1660 Ti . 3.50 |============ RTX 2060 .... 3.59 |============ RTX 2070 .... 3.54 |============ RTX 2080 .... 3.53 |============ RTX 2080 Ti . 3.65 |============ TITAN RTX ... 3.76 |============= rocmcl ...... 17.10 |========================================================== clpeak GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40.1 AVG: 41.3 MAX: 59.2 RX Vega 64 .. MIN: 5.0 AVG: 12.1 MAX: 89.0 Radeon VII .. MIN: 19.0 AVG: 21.5 MAX: 24.0 GTX 1060 .... MIN: 6.9 AVG: 22.1 MAX: 29.0 GTX 1080 .... MIN: 51.1 AVG: 51.8 MAX: 53.0 GTX 1650 .... MIN: 6.2 AVG: 11.2 MAX: 19.2 GTX 1660 Ti . MIN: 8.3 AVG: 12.0 MAX: 25.5 RTX 2060 .... MIN: 10.8 AVG: 23.4 MAX: 37.4 RTX 2070 .... MIN: 8.8 AVG: 17.3 MAX: 36.6 RTX 2080 .... MIN: 15.4 AVG: 31.5 MAX: 55.5 RTX 2080 Ti . MIN: 7.1 AVG: 27.2 MAX: 54.4 TITAN RTX ... MIN: 10.8 AVG: 35.9 MAX: 71.5 LeelaChessZero 0.20.1 Backend: OpenCL Nodes Per Second > Higher Is Better RX 580 ...... 621 |============= RX Vega 64 .. 1200 |========================= Radeon VII .. 1693 |=================================== GTX 1060 .... 900 |================== GTX 1080 .... 1678 |================================== GTX 1650 .... 649 |============= GTX 1660 Ti . 1173 |======================== RTX 2060 .... 1494 |=============================== RTX 2070 .... 1721 |=================================== RTX 2080 .... 2203 |============================================= RTX 2080 Ti . 2743 |======================================================== TITAN RTX ... 2884 |=========================================================== LeelaChessZero 0.20.1 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40 AVG: 82 MAX: 127 RX Vega 64 .. MIN: 6 AVG: 85 MAX: 222 Radeon VII .. MIN: 19 AVG: 76 MAX: 294 GTX 1060 .... MIN: 7 AVG: 92 MAX: 129 GTX 1080 .... MIN: 8 AVG: 102 MAX: 201 GTX 1650 .... MIN: 6 AVG: 57 MAX: 69 GTX 1660 Ti . MIN: 8 AVG: 93 MAX: 128 RTX 2060 .... MIN: 11 AVG: 113 MAX: 163 RTX 2070 .... MIN: 9 AVG: 122 MAX: 182 RTX 2080 .... MIN: 15 AVG: 89 MAX: 207 RTX 2080 Ti . MIN: 8 AVG: 143 MAX: 259 TITAN RTX ... MIN: 11 AVG: 152 MAX: 282 LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR Score > Higher Is Better RX 580 ...... 14299 |=============== RX Vega 64 .. 32097 |================================== Radeon VII .. 54670 |========================================================== GTX 1060 .... 12241 |============= GTX 1080 .... 13834 |=============== GTX 1650 .... 9528 |========== GTX 1660 Ti . 16104 |================= RTX 2060 .... 21332 |======================= RTX 2070 .... 29918 |================================ RTX 2080 .... 29215 |=============================== RTX 2080 Ti . 42737 |============================================= TITAN RTX ... 45921 |================================================= rocmcl ...... 24772 |========================== LuxMark 3.1 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 41 AVG: 95 MAX: 100 RX Vega 64 .. MIN: 7 AVG: 209 MAX: 222 Radeon VII .. MIN: 19 AVG: 184 MAX: 209 GTX 1060 .... MIN: 25 AVG: 80 MAX: 89 GTX 1080 .... MIN: 35 AVG: 109 MAX: 123 GTX 1650 .... MIN: 7 AVG: 56 MAX: 58 GTX 1660 Ti . MIN: 9 AVG: 90 MAX: 96 RTX 2060 .... MIN: 12 AVG: 126 MAX: 133 RTX 2070 .... MIN: 9 AVG: 151 MAX: 159 RTX 2080 .... MIN: 17 AVG: 170 MAX: 181 RTX 2080 Ti . MIN: 9 AVG: 232 MAX: 247 TITAN RTX ... MIN: 12 AVG: 253 MAX: 270 GPU Power Consumption Monitor Phoronix Test Suite System Monitoring Watts RX 580 ...... MIN: 39 AVG: 63 MAX: 134 RX Vega 64 .. MIN: 4 AVG: 81 MAX: 222 Radeon VII .. MIN: 18 AVG: 37 MAX: 294 GTX 1060 .... MIN: 6 AVG: 49 MAX: 129 GTX 1080 .... MIN: 7 AVG: 70 MAX: 201 GTX 1650 .... MIN: 6 AVG: 31 MAX: 69 GTX 1660 Ti . MIN: 8 AVG: 47 MAX: 128 RTX 2060 .... MIN: 11 AVG: 62 MAX: 163 RTX 2070 .... MIN: 8 AVG: 74 MAX: 182 RTX 2080 .... MIN: 14 AVG: 82 MAX: 211 RTX 2080 Ti . MIN: 7 AVG: 104 MAX: 267 TITAN RTX ... MIN: 8 AVG: 112 MAX: 287 Darktable 2.6.0 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 39.2 AVG: 39.9 MAX: 40.1 Radeon VII .. MIN: 19.0 AVG: 22.1 MAX: 24.0 GTX 1060 .... MIN: 23.7 AVG: 26.5 MAX: 28.4 GTX 1080 .... MIN: 34.2 AVG: 37.9 MAX: 40.2 GTX 1650 .... MIN: 6.2 AVG: 16.6 MAX: 17.8 GTX 1660 Ti . MIN: 8.2 AVG: 23.7 MAX: 27.8 RTX 2060 .... MIN: 10.6 AVG: 32.3 MAX: 36.0 RTX 2070 .... MIN: 7.9 AVG: 31.7 MAX: 35.0 RTX 2080 .... MIN: 14.5 AVG: 45.2 MAX: 49.3 RTX 2080 Ti . MIN: 8.9 AVG: 48.3 MAX: 52.8 TITAN RTX ... MIN: 8.7 AVG: 52.3 MAX: 58.3 Darktable 2.6.0 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40.0 AVG: 40.3 MAX: 41.2 Radeon VII .. MIN: 19.0 AVG: 21.3 MAX: 23.0 GTX 1060 .... MIN: 6.6 AVG: 23.9 MAX: 27.1 GTX 1080 .... MIN: 7.4 AVG: 33.9 MAX: 40.2 GTX 1650 .... MIN: 6.1 AVG: 14.5 MAX: 17.7 GTX 1660 Ti . MIN: 8.2 AVG: 20.6 MAX: 25.6 RTX 2060 .... MIN: 10.6 AVG: 27.1 MAX: 36.0 RTX 2070 .... MIN: 7.8 AVG: 25.8 MAX: 34.9 RTX 2080 .... MIN: 14.9 AVG: 38.3 MAX: 48.8 RTX 2080 Ti . MIN: 7.5 AVG: 40.9 MAX: 52.6 TITAN RTX ... MIN: 8.3 AVG: 45.4 MAX: 58.3 Darktable 2.6.0 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40.0 AVG: 40.2 MAX: 41.2 Radeon VII .. MIN: 18.0 AVG: 21.0 MAX: 23.0 GTX 1060 .... MIN: 6.5 AVG: 23.0 MAX: 27.2 GTX 1080 .... MIN: 7.4 AVG: 32.4 MAX: 40.6 GTX 1650 .... MIN: 6.2 AVG: 12.9 MAX: 17.7 GTX 1660 Ti . MIN: 8.3 AVG: 19.1 MAX: 25.6 RTX 2060 .... MIN: 10.7 AVG: 26.8 MAX: 35.9 RTX 2070 .... MIN: 7.9 AVG: 25.6 MAX: 36.1 RTX 2080 .... MIN: 14.3 AVG: 37.9 MAX: 48.6 RTX 2080 Ti . MIN: 7.5 AVG: 36.3 MAX: 52.7 TITAN RTX ... MIN: 8.8 AVG: 43.2 MAX: 58.5 Darktable 2.6.0 GPU Power Consumption Monitor Watts < Lower Is Better RX 580 ...... MIN: 40.1 AVG: 40.4 MAX: 42.0 Radeon VII .. MIN: 19.0 AVG: 19.8 MAX: 23.0 GTX 1060 .... MIN: 6.8 AVG: 21.4 MAX: 27.1 GTX 1080 .... MIN: 7.5 AVG: 35.6 MAX: 40.7 GTX 1650 .... MIN: 6.2 AVG: 10.6 MAX: 17.6 GTX 1660 Ti . MIN: 8.1 AVG: 14.1 MAX: 25.5 RTX 2060 .... MIN: 10.7 AVG: 21.0 MAX: 35.7 RTX 2070 .... MIN: 8.1 AVG: 16.7 MAX: 35.1 RTX 2080 .... MIN: 14.4 AVG: 32.0 MAX: 48.0 RTX 2080 Ti . MIN: 7.8 AVG: 22.4 MAX: 52.8 TITAN RTX ... MIN: 9.1 AVG: 27.3 MAX: 58.4 Darktable 2.6.0 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 29.0 AVG: 29.7 MAX: 30.0 GTX 1060 .... MIN: 32.0 AVG: 32.8 MAX: 34.0 GTX 1080 .... MIN: 32.0 AVG: 35.3 MAX: 38.0 GTX 1650 .... MIN: 30.0 AVG: 31.4 MAX: 32.0 GTX 1660 Ti . MIN: 31.0 AVG: 32.3 MAX: 33.0 RTX 2060 .... MIN: 32.0 AVG: 33.3 MAX: 34.0 RTX 2070 .... MIN: 31.0 AVG: 31.7 MAX: 33.0 RTX 2080 .... MIN: 42.0 AVG: 42.9 MAX: 43.0 RTX 2080 Ti . MIN: 34.0 AVG: 35.5 MAX: 36.0 TITAN RTX ... MIN: 34.0 AVG: 34.8 MAX: 36.0 Darktable 2.6.0 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 31.0 AVG: 31.4 MAX: 33.0 GTX 1060 .... MIN: 32.0 AVG: 33.6 MAX: 34.0 GTX 1080 .... MIN: 36.0 AVG: 37.9 MAX: 39.0 GTX 1650 .... MIN: 31.0 AVG: 31.8 MAX: 33.0 GTX 1660 Ti . MIN: 31.0 AVG: 32.2 MAX: 33.0 RTX 2060 .... MIN: 32.0 AVG: 33.2 MAX: 34.0 RTX 2070 .... MIN: 31.0 AVG: 32.3 MAX: 33.0 RTX 2080 .... MIN: 41.0 AVG: 41.8 MAX: 43.0 RTX 2080 Ti . MIN: 35.0 AVG: 35.7 MAX: 36.0 TITAN RTX ... MIN: 34.0 AVG: 35.0 MAX: 36.0 Darktable 2.6.0 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 31.0 AVG: 32.1 MAX: 33.0 GTX 1060 .... MIN: 33.0 AVG: 33.8 MAX: 34.0 GTX 1080 .... MIN: 38.0 AVG: 38.9 MAX: 40.0 GTX 1650 .... MIN: 31.0 AVG: 31.7 MAX: 33.0 GTX 1660 Ti . MIN: 31.0 AVG: 32.1 MAX: 33.0 RTX 2060 .... MIN: 32.0 AVG: 32.9 MAX: 34.0 RTX 2070 .... MIN: 31.0 AVG: 32.3 MAX: 33.0 RTX 2080 .... MIN: 40.0 AVG: 41.5 MAX: 42.0 RTX 2080 Ti . MIN: 34.0 AVG: 35.5 MAX: 36.0 TITAN RTX ... MIN: 34.0 AVG: 35.4 MAX: 36.0 Darktable 2.6.0 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 32.0 AVG: 32.2 MAX: 33.0 GTX 1060 .... MIN: 33.0 AVG: 33.7 MAX: 34.0 GTX 1080 .... MIN: 38.0 AVG: 40.3 MAX: 42.0 GTX 1650 .... MIN: 31.0 AVG: 31.5 MAX: 32.0 GTX 1660 Ti . MIN: 31.0 AVG: 31.4 MAX: 32.0 RTX 2060 .... MIN: 32.0 AVG: 32.5 MAX: 33.0 RTX 2070 .... MIN: 31.0 AVG: 31.9 MAX: 33.0 RTX 2080 .... MIN: 40.0 AVG: 40.5 MAX: 41.0 RTX 2080 Ti . MIN: 34.0 AVG: 34.5 MAX: 35.0 TITAN RTX ... MIN: 35.0 AVG: 35.3 MAX: 36.0 SHOC Scalable HeterOgeneous Computing 2015-11-10 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 35.0 AVG: 42.6 MAX: 47.0 GTX 1060 .... MIN: 34.0 AVG: 39.5 MAX: 42.0 GTX 1080 .... MIN: 43.0 AVG: 50.1 MAX: 55.0 GTX 1650 .... MIN: 31.0 AVG: 40.5 MAX: 46.0 GTX 1660 Ti . MIN: 31.0 AVG: 41.0 MAX: 47.0 RTX 2060 .... MIN: 32.0 AVG: 41.5 MAX: 48.0 RTX 2070 .... MIN: 31.0 AVG: 40.6 MAX: 47.0 RTX 2080 .... MIN: 39.0 AVG: 51.1 MAX: 61.0 RTX 2080 Ti . MIN: 34.0 AVG: 45.7 MAX: 52.0 TITAN RTX ... MIN: 34.0 AVG: 46.1 MAX: 52.0 SHOC Scalable HeterOgeneous Computing 2015-11-10 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 38.0 AVG: 39.3 MAX: 44.0 GTX 1060 .... MIN: 37.0 AVG: 39.9 MAX: 42.0 GTX 1080 .... MIN: 52.0 AVG: 53.1 MAX: 54.0 GTX 1650 .... MIN: 38.0 AVG: 39.4 MAX: 42.0 GTX 1660 Ti . MIN: 39.0 AVG: 40.3 MAX: 43.0 RTX 2060 .... MIN: 38.0 AVG: 39.8 MAX: 43.0 RTX 2070 .... MIN: 40.0 AVG: 41.6 MAX: 45.0 RTX 2080 .... MIN: 53.0 AVG: 53.6 MAX: 55.0 RTX 2080 Ti . MIN: 45.0 AVG: 45.5 MAX: 47.0 TITAN RTX ... MIN: 44.0 AVG: 45.4 MAX: 47.0 SHOC Scalable HeterOgeneous Computing 2015-11-10 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 37.0 AVG: 42.0 MAX: 51.0 GTX 1060 .... MIN: 37.0 AVG: 41.0 MAX: 45.0 GTX 1080 .... MIN: 52.0 AVG: 54.3 MAX: 58.0 GTX 1650 .... MIN: 36.0 AVG: 41.9 MAX: 50.0 GTX 1660 Ti . MIN: 37.0 AVG: 40.5 MAX: 47.0 RTX 2060 .... MIN: 37.0 AVG: 39.4 MAX: 44.0 RTX 2070 .... MIN: 39.0 AVG: 40.4 MAX: 46.0 RTX 2080 .... MIN: 50.0 AVG: 51.8 MAX: 57.0 RTX 2080 Ti . MIN: 42.0 AVG: 43.2 MAX: 48.0 TITAN RTX ... MIN: 42.0 AVG: 43.2 MAX: 47.0 SHOC Scalable HeterOgeneous Computing 2015-11-10 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 38.0 AVG: 39.1 MAX: 41.0 GTX 1060 .... MIN: 40.0 AVG: 41.4 MAX: 42.0 GTX 1080 .... MIN: 50.0 AVG: 51.1 MAX: 52.0 GTX 1650 .... MIN: 36.0 AVG: 37.0 MAX: 38.0 GTX 1660 Ti . MIN: 36.0 AVG: 37.2 MAX: 38.0 RTX 2060 .... MIN: 36.0 AVG: 36.6 MAX: 37.0 RTX 2070 .... MIN: 37.0 AVG: 38.3 MAX: 39.0 RTX 2080 .... MIN: 48.0 AVG: 48.8 MAX: 50.0 RTX 2080 Ti . MIN: 40.0 AVG: 40.8 MAX: 41.0 TITAN RTX ... MIN: 40.0 AVG: 40.6 MAX: 41.0 cl-mem 2017-01-13 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 37.0 AVG: 44.4 MAX: 49.0 GTX 1060 .... MIN: 37.0 AVG: 42.2 MAX: 45.0 GTX 1080 .... MIN: 47.0 AVG: 50.3 MAX: 53.0 GTX 1650 .... MIN: 35.0 AVG: 42.0 MAX: 46.0 GTX 1660 Ti . MIN: 35.0 AVG: 40.0 MAX: 43.0 RTX 2060 .... MIN: 35.0 AVG: 39.8 MAX: 43.0 RTX 2070 .... MIN: 36.0 AVG: 39.9 MAX: 43.0 RTX 2080 .... MIN: 46.0 AVG: 50.0 MAX: 53.0 RTX 2080 Ti . MIN: 39.0 AVG: 42.0 MAX: 45.0 TITAN RTX ... MIN: 39.0 AVG: 42.1 MAX: 45.0 cl-mem 2017-01-13 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 40.0 AVG: 46.2 MAX: 50.0 GTX 1060 .... MIN: 39.0 AVG: 43.6 MAX: 46.0 GTX 1080 .... MIN: 50.0 AVG: 52.6 MAX: 55.0 GTX 1650 .... MIN: 38.0 AVG: 44.6 MAX: 48.0 GTX 1660 Ti . MIN: 37.0 AVG: 41.6 MAX: 45.0 RTX 2060 .... MIN: 37.0 AVG: 41.2 MAX: 44.0 RTX 2070 .... MIN: 37.0 AVG: 41.5 MAX: 45.0 RTX 2080 .... MIN: 48.0 AVG: 51.6 MAX: 55.0 RTX 2080 Ti . MIN: 39.0 AVG: 42.6 MAX: 46.0 TITAN RTX ... MIN: 39.0 AVG: 42.7 MAX: 46.0 cl-mem 2017-01-13 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 41.0 AVG: 46.7 MAX: 50.0 GTX 1060 .... MIN: 40.0 AVG: 44.3 MAX: 47.0 GTX 1080 .... MIN: 53.0 AVG: 55.2 MAX: 57.0 GTX 1650 .... MIN: 40.0 AVG: 46.3 MAX: 49.0 GTX 1660 Ti . MIN: 38.0 AVG: 42.6 MAX: 46.0 RTX 2060 .... MIN: 37.0 AVG: 41.7 MAX: 45.0 RTX 2070 .... MIN: 39.0 AVG: 42.6 MAX: 46.0 RTX 2080 .... MIN: 49.0 AVG: 53.3 MAX: 56.0 RTX 2080 Ti . MIN: 40.0 AVG: 42.9 MAX: 46.0 TITAN RTX ... MIN: 40.0 AVG: 43.1 MAX: 46.0 ViennaCL 1.4.2 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 37.0 AVG: 38.9 MAX: 43.0 GTX 1060 .... MIN: 40.0 AVG: 41.9 MAX: 43.0 GTX 1080 .... MIN: 54.0 AVG: 54.9 MAX: 55.0 GTX 1650 .... MIN: 41.0 AVG: 42.3 MAX: 46.0 GTX 1660 Ti . MIN: 39.0 AVG: 39.8 MAX: 41.0 RTX 2060 .... MIN: 38.0 AVG: 39.1 MAX: 41.0 RTX 2070 .... MIN: 40.0 AVG: 40.8 MAX: 42.0 RTX 2080 .... MIN: 50.0 AVG: 51.4 MAX: 53.0 RTX 2080 Ti . MIN: 40.0 AVG: 40.8 MAX: 42.0 TITAN RTX ... MIN: 40.0 AVG: 40.4 MAX: 41.0 Xsbench OpenCL 2017-07-06 GPU Temperature Monitor Celsius < Lower Is Better RX 580 . MIN: 36.0 AVG: 37.0 MAX: 45.0 CoMD OpenCL 2017-07-06 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 36.0 AVG: 37.1 MAX: 40.0 GTX 1060 .... MIN: 41.0 AVG: 41.6 MAX: 42.0 GTX 1080 .... MIN: 52.0 AVG: 52.9 MAX: 53.0 GTX 1650 .... MIN: 36.0 AVG: 38.0 MAX: 40.0 GTX 1660 Ti . MIN: 35.0 AVG: 36.4 MAX: 38.0 RTX 2060 .... MIN: 35.0 AVG: 36.3 MAX: 38.0 RTX 2070 .... MIN: 36.0 AVG: 37.4 MAX: 39.0 RTX 2080 .... MIN: 47.0 AVG: 48.2 MAX: 50.0 RTX 2080 Ti . MIN: 37.0 AVG: 38.9 MAX: 40.0 TITAN RTX ... MIN: 37.0 AVG: 38.9 MAX: 40.0 clpeak GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 35.0 AVG: 38.0 MAX: 44.0 GTX 1060 .... MIN: 41.0 AVG: 42.2 MAX: 44.0 GTX 1080 .... MIN: 53.0 AVG: 53.1 MAX: 54.0 GTX 1650 .... MIN: 35.0 AVG: 37.0 MAX: 41.0 GTX 1660 Ti . MIN: 34.0 AVG: 36.3 MAX: 40.0 RTX 2060 .... MIN: 35.0 AVG: 36.8 MAX: 41.0 RTX 2070 .... MIN: 36.0 AVG: 37.1 MAX: 40.0 RTX 2080 .... MIN: 46.0 AVG: 47.7 MAX: 51.0 RTX 2080 Ti . MIN: 37.0 AVG: 39.3 MAX: 43.0 TITAN RTX ... MIN: 37.0 AVG: 38.7 MAX: 42.0 clpeak GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 36.0 AVG: 38.9 MAX: 49.0 GTX 1060 .... MIN: 40.0 AVG: 42.0 MAX: 44.0 GTX 1080 .... MIN: 51.0 AVG: 52.8 MAX: 55.0 GTX 1650 .... MIN: 34.0 AVG: 36.8 MAX: 42.0 GTX 1660 Ti . MIN: 34.0 AVG: 37.3 MAX: 42.0 RTX 2060 .... MIN: 35.0 AVG: 37.7 MAX: 43.0 RTX 2070 .... MIN: 35.0 AVG: 39.7 MAX: 45.0 RTX 2080 .... MIN: 46.0 AVG: 47.5 MAX: 51.0 RTX 2080 Ti . MIN: 37.0 AVG: 41.8 MAX: 47.0 TITAN RTX ... MIN: 37.0 AVG: 41.9 MAX: 48.0 clpeak GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 37.0 AVG: 48.2 MAX: 54.0 GTX 1060 .... MIN: 42.0 AVG: 44.6 MAX: 46.0 GTX 1080 .... MIN: 52.0 AVG: 57.3 MAX: 60.0 GTX 1650 .... MIN: 34.0 AVG: 40.9 MAX: 44.0 GTX 1660 Ti . MIN: 35.0 AVG: 42.2 MAX: 45.0 RTX 2060 .... MIN: 35.0 AVG: 42.4 MAX: 46.0 RTX 2070 .... MIN: 38.0 AVG: 47.3 MAX: 51.0 RTX 2080 .... MIN: 46.0 AVG: 56.7 MAX: 63.0 RTX 2080 Ti . MIN: 40.0 AVG: 49.0 MAX: 53.0 TITAN RTX ... MIN: 40.0 AVG: 49.8 MAX: 55.0 clpeak GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 42.0 AVG: 48.9 MAX: 57.0 GTX 1060 .... MIN: 41.0 AVG: 46.0 MAX: 51.0 GTX 1080 .... MIN: 57.0 AVG: 59.3 MAX: 63.0 GTX 1650 .... MIN: 37.0 AVG: 40.2 MAX: 49.0 GTX 1660 Ti . MIN: 39.0 AVG: 42.2 MAX: 50.0 RTX 2060 .... MIN: 39.0 AVG: 41.4 MAX: 48.0 RTX 2070 .... MIN: 44.0 AVG: 47.5 MAX: 52.0 RTX 2080 .... MIN: 56.0 AVG: 57.7 MAX: 62.0 RTX 2080 Ti . MIN: 46.0 AVG: 48.7 MAX: 54.0 TITAN RTX ... MIN: 47.0 AVG: 49.9 MAX: 54.0 clpeak GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 38.0 AVG: 40.3 MAX: 44.0 GTX 1060 .... MIN: 42.0 AVG: 43.2 MAX: 44.0 GTX 1080 .... MIN: 55.0 AVG: 56.0 MAX: 58.0 GTX 1650 .... MIN: 36.0 AVG: 38.1 MAX: 39.0 GTX 1660 Ti . MIN: 38.0 AVG: 39.5 MAX: 40.0 RTX 2060 .... MIN: 38.0 AVG: 39.7 MAX: 41.0 RTX 2070 .... MIN: 42.0 AVG: 43.9 MAX: 45.0 RTX 2080 .... MIN: 52.0 AVG: 53.8 MAX: 55.0 RTX 2080 Ti . MIN: 44.0 AVG: 46.0 MAX: 47.0 TITAN RTX ... MIN: 45.0 AVG: 46.6 MAX: 48.0 clpeak GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 36.0 AVG: 36.8 MAX: 39.0 GTX 1060 .... MIN: 39.0 AVG: 40.9 MAX: 42.0 GTX 1080 .... MIN: 52.0 AVG: 53.3 MAX: 54.0 GTX 1650 .... MIN: 35.0 AVG: 37.0 MAX: 38.0 GTX 1660 Ti . MIN: 36.0 AVG: 38.3 MAX: 39.0 RTX 2060 .... MIN: 37.0 AVG: 39.2 MAX: 40.0 RTX 2070 .... MIN: 40.0 AVG: 41.5 MAX: 42.0 RTX 2080 .... MIN: 50.0 AVG: 51.6 MAX: 52.0 RTX 2080 Ti . MIN: 42.0 AVG: 44.7 MAX: 45.0 TITAN RTX ... MIN: 43.0 AVG: 44.5 MAX: 45.0 clpeak GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 35.0 AVG: 35.5 MAX: 38.0 GTX 1060 .... MIN: 39.0 AVG: 39.1 MAX: 40.0 GTX 1080 .... MIN: 52.0 AVG: 52.1 MAX: 53.0 GTX 1650 .... MIN: 35.0 AVG: 35.2 MAX: 36.0 GTX 1660 Ti . MIN: 35.0 AVG: 35.6 MAX: 37.0 RTX 2060 .... MIN: 36.0 AVG: 36.7 MAX: 37.0 RTX 2070 .... MIN: 38.0 AVG: 38.5 MAX: 39.0 RTX 2080 .... MIN: 48.0 AVG: 48.9 MAX: 50.0 RTX 2080 Ti . MIN: 41.0 AVG: 41.7 MAX: 42.0 TITAN RTX ... MIN: 41.0 AVG: 42.0 MAX: 43.0 LeelaChessZero 0.20.1 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 35.0 AVG: 48.3 MAX: 62.0 GTX 1060 .... MIN: 37.0 AVG: 51.2 MAX: 60.0 GTX 1080 .... MIN: 49.0 AVG: 58.9 MAX: 72.0 GTX 1650 .... MIN: 33.0 AVG: 50.9 MAX: 59.0 GTX 1660 Ti . MIN: 34.0 AVG: 50.6 MAX: 60.0 RTX 2060 .... MIN: 35.0 AVG: 47.5 MAX: 57.0 RTX 2070 .... MIN: 36.0 AVG: 54.4 MAX: 65.0 RTX 2080 .... MIN: 46.0 AVG: 52.7 MAX: 67.0 RTX 2080 Ti . MIN: 40.0 AVG: 46.4 MAX: 53.0 TITAN RTX ... MIN: 40.0 AVG: 47.1 MAX: 54.0 LuxMark 3.1 GPU Temperature Monitor Celsius < Lower Is Better RX 580 ...... MIN: 45 AVG: 55 MAX: 58 GTX 1060 .... MIN: 51 AVG: 58 MAX: 60 GTX 1080 .... MIN: 64 AVG: 67 MAX: 70 GTX 1650 .... MIN: 46 AVG: 59 MAX: 61 GTX 1660 Ti . MIN: 44 AVG: 56 MAX: 58 RTX 2060 .... MIN: 44 AVG: 63 MAX: 66 RTX 2070 .... MIN: 52 AVG: 69 MAX: 72 RTX 2080 .... MIN: 56 AVG: 77 MAX: 80 RTX 2080 Ti . MIN: 44 AVG: 69 MAX: 74 TITAN RTX ... MIN: 44 AVG: 71 MAX: 77 GPU Temperature Monitor Phoronix Test Suite System Monitoring Celsius RX 580 ...... MIN: 29.0 AVG: 43.3 MAX: 62.0 GTX 1060 .... MIN: 32.0 AVG: 45.4 MAX: 60.0 GTX 1080 .... MIN: 32.0 AVG: 54.8 MAX: 72.0 GTX 1650 .... MIN: 30.0 AVG: 44.0 MAX: 61.0 GTX 1660 Ti . MIN: 30.0 AVG: 43.1 MAX: 60.0 RTX 2060 .... MIN: 32.0 AVG: 44.5 MAX: 66.0 RTX 2070 .... MIN: 31.0 AVG: 48.1 MAX: 72.0 RTX 2080 .... MIN: 39.0 AVG: 56.3 MAX: 80.0 RTX 2080 Ti . MIN: 34.0 AVG: 48.4 MAX: 74.0 TITAN RTX ... MIN: 34.0 AVG: 49.0 MAX: 77.0 Darktable 3.0.1 Test: Boat - Acceleration: OpenCL Seconds < Lower Is Better rocmcl . 5.078 |=============================================================== Darktable 3.0.1 Test: Masskrug - Acceleration: OpenCL Seconds < Lower Is Better rocmcl . 14.73 |=============================================================== Darktable 3.0.1 Test: Server Room - Acceleration: OpenCL Seconds < Lower Is Better rocmcl . 2.125 |=============================================================== Darktable 3.0.1 Test: Server Rack - Acceleration: OpenCL Seconds < Lower Is Better rocmcl . 0.250 |===============================================================