NVIDIA AMD Linux GPU Compute December 2018 TU104BM benchmarks on the Clevo P775TM1-R ,,"GTX 1070","GTX 1070 Ti","GTX 1080","GTX 1080 Ti","RTX 2070","RTX 2080","RTX 2080 Ti","R9 Fury","RX Vega 56","RX Vega 64","TU104BM" Processor,,Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (16 Cores) Motherboard,,ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),EVOC P7xxTM1 powered by premamod Chipset,,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel 8th Gen Core 8-core Desktop /DRAM Memory,,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,64512MB Disk,,2000GB SABRENT + Samsung SSD 970 EVO 250GB,2000GB SABRENT + Samsung SSD 970 EVO 250GB,2000GB SABRENT + Samsung SSD 970 EVO 250GB,2000GB SABRENT + Samsung SSD 970 EVO 250GB,2000GB SABRENT + Samsung SSD 970 EVO 250GB,2000GB SABRENT + Samsung SSD 970 EVO 250GB,2000GB SABRENT + Samsung SSD 970 EVO 250GB,2000GB SABRENT + Samsung SSD 970 EVO 250GB,2000GB SABRENT + Samsung SSD 970 EVO 250GB,2000GB SABRENT + Samsung SSD 970 EVO 250GB,2 x 4001GB Samsung SSD 860 Graphics,,NVIDIA GeForce GTX 1070 8GB (1506/4006MHz),Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz),NVIDIA GeForce GTX 1080 8GB (1607/5005MHz),NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz),eVGA NVIDIA GeForce RTX 2070 8GB (1410/7000MHz),Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz),NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz),Sapphire AMD Radeon R9 FURY / NANO 4GB (1000/500MHz),AMD Radeon RX Vega 8GB (1590/800MHz),AMD Radeon RX Vega 8GB (1630/945MHz),NVIDIA GeForce RTX 2080 8192MB (300/405MHz) Audio,,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC898 Monitor,,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK,Acer B286HK, Network,,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Qualcomm Atheros Killer E2500 Gigabit + Intel Wi-Fi 6 AX200 OS,,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04 Kernel,,4.19.5-041905-generic (x86_64),4.19.5-041905-generic (x86_64),4.19.5-041905-generic (x86_64),4.19.5-041905-generic (x86_64),4.19.5-041905-generic (x86_64),4.19.5-041905-generic (x86_64),4.19.5-041905-generic (x86_64),4.19.5-041905-generic (x86_64),4.19.5-041905-generic (x86_64),4.19.5-041905-generic (x86_64),5.2.9 (x86_64) Desktop,,GNOME Shell 3.28.3,GNOME Shell 3.28.3,GNOME Shell 3.28.3,GNOME Shell 3.28.3,GNOME Shell 3.28.3,GNOME Shell 3.28.3,GNOME Shell 3.28.3,GNOME Shell 3.28.3,GNOME Shell 3.28.3,GNOME Shell 3.28.3,GNOME Shell 3.28.4 Display Server,,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6, Display Driver,,NVIDIA 415.22,NVIDIA 415.22,NVIDIA 415.22,NVIDIA 415.22,NVIDIA 415.22,NVIDIA 415.22,NVIDIA 415.22,,,,NVIDIA 435.17 OpenGL,,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.5 Mesa 19.0.0-devel padoka PPA (LLVM 8.0.0),4.5 Mesa 19.0.0-devel padoka PPA (LLVM 8.0.0),4.5 Mesa 19.0.0-devel padoka PPA (LLVM 8.0.0),4.6.0 OpenCL,,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 1.2 CUDA 10.0.132,OpenCL 2.1 AMD-APP (2679.0),OpenCL 2.1 AMD-APP (2679.0),OpenCL 2.1 AMD-APP (2679.0), Vulkan,,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.70,1.1.70,1.1.70, Compiler,,GCC 7.3.0 + CUDA 10.0,GCC 7.3.0 + CUDA 10.0,GCC 7.3.0 + CUDA 10.0,GCC 7.3.0 + CUDA 10.0,GCC 7.3.0 + CUDA 10.0,GCC 7.3.0 + CUDA 10.0,GCC 7.3.0 + CUDA 10.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,CUDA 10.1 File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,1920x1080 ,,"GTX 1070","GTX 1070 Ti","GTX 1080","GTX 1080 Ti","RTX 2070","RTX 2080","RTX 2080 Ti","R9 Fury","RX Vega 56","RX Vega 64","TU104BM" "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: FFT SP (GFLOPS)",HIB,452,497,575,972,998,1083,1443,846,926,1070, "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: MD5 Hash (GHash/s)",HIB,10.72,11.63,14.17,19.96,19.29,24.37,35.86,9.20,14.03,16.53, "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Texture Read Bandwidth (GB/s)",HIB,451,433,530,595,1101,1119,1134,250,384,442, "cl-mem - Benchmark: Copy (GB/s)",HIB,187,188,209,317,330,328,454,205,203,221, "LuxMark - OpenCL Device: GPU - Scene: Luxball HDR (Score)",HIB,17288,16886,13823,21562,30091,29641,42693,23448,31179,32815, "clpeak - OpenCL Test: Kernel Latency (us)",LIB,3.74,3.66,3.72,3.80,3.52,3.48,3.57,5.68,6.98,6.94, "clpeak - OpenCL Test: Integer Compute INT (GIOPS)",HIB,1692,2082,2437,3321,8007,10059,14385,1430,1991,2491, "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Texture Read Bandwidth (GB/s/Watt)",HIB,3.35,3.53,3.66,3.13,6.76,6.59,5.08,1.45,1.94,1.98, "SHOC Scalable HeterOgeneous Computing - System Power Consumption Monitor (Watts)",LIB,134.72,122.6,144.76,190.06,162.86,169.8,222.96,172.33,197.63,223.18, "cl-mem - Benchmark: Copy (GB/s/Watt)",HIB,1.36,1.77,1.40,1.77,3.88,3.53,2.52,1.24,1.03,1.02, "cl-mem - System Power Consumption Monitor (Watts)",LIB,137.43,105.92,149.23,179.53,85.23,92.77,180.3,165.77,196.84,216.5, "LuxMark - System Power Consumption Monitor (Watts)",LIB,176.9,148.92,174.24,241.59,225.33,240.83,315.29,249.15,251.16,323.35, "GPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,61.13,46.92,63.06,66.46,54.57,66.5,60.3,66.96,51.02,52.98, "System Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,143.92,127.84,154.56,200.91,146.13,175.16,208.03,160.12,143.52,169.45, "Chaos Group V-RAY - Mode: CUDA GPU (sec)",LIB,90.43,86.30,102.07,66.41,66.02,72.07,56.09,,,, "Chaos Group V-RAY - GPU Temperature Monitor (Celsius)",LIB,62.55,47.77,62.93,68.11,60.72,68.2,60.03,,,, "Chaos Group V-RAY - System Power Consumption Monitor (Watts)",LIB,151.17,130.78,153.26,218.99,185.77,191.71,242.72,,,, "CUDA Mini-Nbody - Test: Original ((NBody^2)/s)",HIB,91.99,112,111,186,244,304,426,,,,255.50 "CUDA Mini-Nbody - GPU Temperature Monitor (Celsius)",LIB,70.86,56.11,73.06,74.42,60.44,73.5,64,,,, "CUDA Mini-Nbody - System Power Consumption Monitor (Watts)",LIB,194.09,185.31,223.02,249.72,215.38,233.61,234.64,,,, "NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP16 (Images/sec)",HIB,160,175,193,271,309,335,449,,,, "NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP16 (Images/sec/Watt)",HIB,0.92,1.14,1.02,1.22,1.90,1.86,2.10,,,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,65.55,50.94,68.3,68.17,45.47,67.05,59.52,,,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,174.04,153.76,189.85,222.3,162.36,179.59,213.62,,,, "NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP32 (Images/sec)",HIB,125,133,143,210,,205,285,,,, "NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP32 (Images/sec/Watt)",HIB,0.73,0.84,0.73,0.89,,0.99,1.15,,,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,65.61,50.85,68.77,70.04,,70.41,61.16,,,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,172.02,157.29,196.38,234.81,,206.72,248.25,,,, "NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP16 (Images/sec)",HIB,1563,1683,1875,2674,,3153,4432,,,, "NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP16 (Images/sec/Watt)",HIB,9.86,12.39,11.19,12.53,,16.53,24.95,,,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,64.06,49.93,66.46,67.2,,67.57,60.36,,,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,158.49,135.79,167.55,213.37,,190.7,177.62,,,, "NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP32 (Images/sec)",HIB,1516,1591,1764,2539,2174,2419,3344,,,, "NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP32 (Images/sec/Watt)",HIB,9.61,10.99,9.90,12.19,11.72,11.44,12.99,,,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,64.2,49.07,66.8,67.58,55.88,69.81,61.36,,,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,157.65,144.76,178.22,208.21,185.45,211.46,257.45,,,, "NVIDIA GPU Cloud TensorFlow - Test: Googlenet, FP16 (Images/sec)",HIB,375,413,458,629,,738,1015,,,, "NVIDIA GPU Cloud TensorFlow - Test: Googlenet, FP16 (Images/sec/Watt)",HIB,2.06,2.53,2.13,2.45,,3.21,4.07,,,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,69,52.93,72.23,72.84,,73.17,64.78,,,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,181.99,163.6,215.22,257.4,,229.8,249.29,,,, "NVIDIA GPU Cloud TensorFlow - Test: Inception v4, FP16 (Images/sec)",HIB,44.77,49.23,55.03,74.63,,102.77,135.90,,,, "NVIDIA GPU Cloud TensorFlow - Test: Inception v4, FP16 (Images/sec/Watt)",HIB,0.28,0.34,0.30,0.35,,0.58,0.74,,,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,64.07,49.56,64.33,66.24,,64.7,57.76,,,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,157.87,146.22,185.89,211.84,,177.11,183.11,,,, "NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP16 (Images/sec)",HIB,76.93,84.43,93.13,131.37,,153.33,206.97,,,, "NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP16 (Images/sec/Watt)",HIB,0.46,0.53,0.48,0.54,,0.69,0.94,,,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,66.13,52.18,65.84,70.1,,69.86,61.56,,,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,168.53,160.44,194.86,242.51,,223.76,219.66,,,, "NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP32 (Images/sec)",HIB,71.57,76.40,82.90,119.50,,108.57,152.40,,,, "NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP32 (Images/sec/Watt)",HIB,0.42,0.47,0.42,0.49,,0.45,0.56,,,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,66.1,52.21,69.33,70.55,,74.1,65.52,,,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,170.77,162.02,198.19,241.65,,239.26,270.5,,,, "SHOC Scalable HeterOgeneous Computing - Performance / Cost - Target: OpenCL - Benchmark: FFT SP (GFLOPS/Dollar)",HIB,1.13,1.11,1.05,1.39,1.67,1.36,1.20,,2.26,2.25, "SHOC Scalable HeterOgeneous Computing - Performance / Cost - Target: OpenCL - Benchmark: MD5 Hash (GHash/s/Dollar)",HIB,0.03,0.03,0.03,0.03,0.03,0.03,0.03,,0.03,0.03, "SHOC Scalable HeterOgeneous Computing - Performance / Cost - Target: OpenCL - Benchmark: Texture Read Bandwidth (GB/s/Dollar)",HIB,1.13,0.96,0.97,0.85,1.84,1.40,0.95,,0.94,0.93, "cl-mem - Performance / Cost - Benchmark: Copy (GB/s/Dollar)",HIB,0.47,0.42,0.38,0.45,0.55,0.41,0.38,,0.50,0.47, "LuxMark - Performance / Cost - OpenCL Device: GPU - Scene: Luxball HDR (Score/Dollar)",HIB,43.33,37.61,25.18,30.85,50.24,37.14,35.61,,76.23,69.08, "clpeak - Performance / Cost - OpenCL Test: Kernel Latency (us x Dollar)",LIB,1492.26,1643.34,2042.28,2656.20,2108.48,2777.04,4280.43,,2854.82,3296.50, "clpeak - Performance / Cost - OpenCL Test: Integer Compute INT (GIOPS/Dollar)",HIB,4.24,4.64,4.44,4.75,13.37,12.61,12.00,,4.87,5.24,