lczero-gpus Intel Core i9-9900K testing with a ASUS PRIME Z390-A (0602 BIOS) and eVGA NVIDIA GeForce GTX 970 4GB on Ubuntu 18.04 via the Phoronix Test Suite. GeForce RTX 2070: 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: ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 GeForce RTX 2060: 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: Device 6GB (1365/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 GeForce 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 I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 GeForce GTX 1070 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: Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 GeForce 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 I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 GeForce 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 I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 GeForce 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 I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 GeForce 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 I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 GeForce 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 I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 GeForce 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 I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 GeForce 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 I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 GeForce GTX 980: 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 4GB (1126/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 GeForce GTX 970: 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: eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 Core i9 9900K OpenBLAS: 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: eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel I219-V OS: Ubuntu 18.04, Kernel: 4.20.0-042000-generic (x86_64), Desktop: Xfce 4.12, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.25, 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 LeelaChessZero 0.20.1 Backend: OpenCL Nodes Per Second > Higher Is Better GeForce RTX 2070 .... 2516 |============================= GeForce RTX 2060 .... 2199 |========================= GeForce GTX 1070 .... 2088 |======================== GeForce GTX 1070 Ti . 2141 |========================= GeForce TITAN RTX ... 4405 |=================================================== GeForce GTX 1080 .... 2397 |============================ GeForce RTX 2080 .... 3140 |==================================== GeForce GTX 1060 .... 1355 |================ GeForce GTX 1080 Ti . 3280 |====================================== GeForce RTX 2080 Ti . 4180 |================================================ GeForce GTX 980 Ti .. 1829 |===================== GeForce GTX 980 ..... 1411 |================ GeForce GTX 970 ..... 1171 |============== LeelaChessZero 0.20.1 Backend: CUDA + cuDNN Nodes Per Second > Higher Is Better GeForce RTX 2070 .... 6201 |============================== GeForce RTX 2060 .... 5099 |========================= GeForce GTX 1070 .... 4010 |=================== GeForce GTX 1070 Ti . 4317 |===================== GeForce TITAN RTX ... 10377 |================================================== GeForce GTX 1080 .... 4845 |======================= GeForce RTX 2080 .... 7267 |=================================== GeForce GTX 1060 .... 2853 |============== GeForce GTX 1080 Ti . 6633 |================================ GeForce RTX 2080 Ti . 9500 |============================================== GeForce GTX 980 Ti .. 3802 |================== GeForce GTX 980 ..... 2989 |============== GeForce GTX 970 ..... 2627 |============= LeelaChessZero 0.20.1 Backend: CUDA + cuDNN FP16 Nodes Per Second > Higher Is Better GeForce RTX 2070 .... 16656 |================================ GeForce RTX 2060 .... 14758 |============================= GeForce TITAN RTX ... 25695 |================================================== GeForce RTX 2080 .... 20403 |======================================== GeForce RTX 2080 Ti . 24861 |================================================ LeelaChessZero 0.20.1 Backend: BLAS Nodes Per Second > Higher Is Better Core i9 9900K OpenBLAS . 138.03 |============================================== LeelaChessZero 0.20.1 Backend: OpenCL Nodes Per Second Per Watt > Higher Is Better GeForce RTX 2070 .... 18.34 |================================================== GeForce RTX 2060 .... 11.74 |================================ GeForce GTX 1070 .... 16.75 |============================================== GeForce GTX 1070 Ti . 12.62 |================================== GeForce TITAN RTX ... 16.40 |============================================= GeForce GTX 1080 .... 13.29 |==================================== GeForce RTX 2080 .... 14.23 |======================================= GeForce GTX 1060 .... 8.23 |====================== GeForce GTX 1080 Ti . 14.37 |======================================= GeForce RTX 2080 Ti . 17.87 |================================================= GeForce GTX 980 Ti .. 9.41 |========================== GeForce GTX 980 ..... 6.30 |================= GeForce GTX 970 ..... 6.46 |================== LeelaChessZero 0.20.1 System Power Consumption Monitor Watts < Lower Is Better GeForce RTX 2070 .... MIN: 42 AVG: 137 MAX: 260 GeForce RTX 2060 .... MIN: 68 AVG: 187 MAX: 235 GeForce GTX 1070 .... MIN: 68 AVG: 125 MAX: 222 GeForce GTX 1070 Ti . MIN: 76 AVG: 170 MAX: 197 GeForce TITAN RTX ... MIN: 96 AVG: 269 MAX: 370 GeForce GTX 1080 .... MIN: 76 AVG: 180 MAX: 258 GeForce RTX 2080 .... MIN: 79 AVG: 221 MAX: 292 GeForce GTX 1060 .... MIN: 60 AVG: 165 MAX: 189 GeForce GTX 1080 Ti . MIN: 96 AVG: 228 MAX: 332 GeForce RTX 2080 Ti . MIN: 90 AVG: 234 MAX: 351 GeForce GTX 980 Ti .. MIN: 106 AVG: 194 MAX: 309 GeForce GTX 980 ..... MIN: 79 AVG: 224 MAX: 253 GeForce GTX 970 ..... MIN: 78 AVG: 181 MAX: 229 LeelaChessZero 0.20.1 Backend: CUDA + cuDNN Nodes Per Second Per Watt > Higher Is Better GeForce RTX 2070 .... 74.17 |================================================== GeForce RTX 2060 .... 31.29 |===================== GeForce GTX 1070 .... 38.24 |========================== GeForce GTX 1070 Ti . 36.27 |======================== GeForce TITAN RTX ... 50.17 |================================== GeForce GTX 1080 .... 42.13 |============================ GeForce GTX 1060 .... 21.57 |=============== GeForce RTX 2080 Ti . 53.03 |==================================== GeForce GTX 980 Ti .. 16.02 |=========== GeForce GTX 980 ..... 17.08 |============ GeForce GTX 970 ..... 15.69 |=========== LeelaChessZero 0.20.1 System Power Consumption Monitor Watts < Lower Is Better GeForce RTX 2070 .... MIN: 44 AVG: 84 MAX: 114 GeForce RTX 2060 .... MIN: 43 AVG: 163 MAX: 223 GeForce GTX 1070 .... MIN: 80 AVG: 105 MAX: 146 GeForce GTX 1070 Ti . MIN: 46 AVG: 119 MAX: 191 GeForce TITAN RTX ... MIN: 47 AVG: 207 MAX: 358 GeForce GTX 1080 .... MIN: 42 AVG: 115 MAX: 222 GeForce RTX 2080 .... MIN: 100 AVG: 185 MAX: 269 GeForce GTX 1060 .... MIN: 40 AVG: 132 MAX: 179 GeForce GTX 1080 Ti . MIN: 61 AVG: 125 MAX: 188 GeForce RTX 2080 Ti . MIN: 47 AVG: 179 MAX: 257 GeForce GTX 980 Ti .. MIN: 71 AVG: 237 MAX: 323 GeForce GTX 980 ..... MIN: 46 AVG: 175 MAX: 242 GeForce GTX 970 ..... MIN: 46 AVG: 167 MAX: 234 LeelaChessZero 0.20.1 System Power Consumption Monitor Watts < Lower Is Better GeForce RTX 2070 .... MIN: 44 AVG: 97 MAX: 150 GeForce RTX 2060 .... MIN: 61 AVG: 106 MAX: 151 GeForce TITAN RTX ... MIN: 65 AVG: 147 MAX: 230 GeForce RTX 2080 .... MIN: 58 AVG: 155 MAX: 252 GeForce RTX 2080 Ti . MIN: 45 AVG: 96 MAX: 146 System Power Consumption Monitor Phoronix Test Suite System Monitoring Watts GeForce RTX 2070 .... MIN: 42 AVG: 111 MAX: 260 GeForce RTX 2060 .... MIN: 43 AVG: 144 MAX: 235 GeForce GTX 1070 .... MIN: 43 AVG: 120 MAX: 223 GeForce GTX 1070 Ti . MIN: 46 AVG: 128 MAX: 197 GeForce TITAN RTX ... MIN: 47 AVG: 177 MAX: 370 GeForce GTX 1080 .... MIN: 42 AVG: 139 MAX: 258 GeForce RTX 2080 .... MIN: 44 AVG: 164 MAX: 294 GeForce GTX 1060 .... MIN: 40 AVG: 131 MAX: 189 GeForce GTX 1080 Ti . MIN: 48 AVG: 167 MAX: 332 GeForce RTX 2080 Ti . MIN: 45 AVG: 156 MAX: 351 GeForce GTX 980 Ti .. MIN: 52 AVG: 182 MAX: 323 GeForce GTX 980 ..... MIN: 46 AVG: 177 MAX: 253 GeForce GTX 970 ..... MIN: 46 AVG: 151 MAX: 234