NVIDIA TITAN RTX Linux GPU Compute Benchmarks

NVIDIA and AMD GPU Linux compute benchmarks December 2018 by Michael Larabel for a future article, review of the NVIDIA TITAN RTX.

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NVIDIA GPU Compute ^{3 Tests}
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NVIDIA TITAN RTX Linux GPU Compute Benchmarks NVIDIA and AMD GPU Linux compute benchmarks December 2018 by Michael Larabel for a future article, review of the NVIDIA TITAN RTX. ,,"GTX 980","GTX 980 Ti","GTX TITAN X GM200","GTX 1070","GTX 1070 Ti","GTX 1080","GTX 1080 Ti","RTX 2070","RTX 2080","RTX 2080 Ti","TITAN RTX","RX Vega 56","RX Vega 64" 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 (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads),Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads) 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),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS),ASUS PRIME Z390-A (0602 BIOS) 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 Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM,Intel Cannon Lake PCH Shared SRAM Memory,,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB,16384MB 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,2000GB SABRENT + Samsung SSD 970 EVO 250GB,2000GB SABRENT + Samsung SSD 970 EVO 250GB,2000GB SABRENT + Samsung SSD 970 EVO 250GB Graphics,,NVIDIA GeForce GTX 980 4GB (1126/3505MHz),NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz),NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz),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),NVIDIA TITAN RTX 24GB (1350/7000MHz),AMD Radeon RX Vega 8GB (1590/800MHz),AMD Radeon RX Vega 8GB (1630/945MHz) Audio,,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220 Monitor,,Acer B286HK,Acer B286HK,Acer B286HK,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,Intel Connection,Intel Connection,Intel Connection 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,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),4.19.5-041905-generic (x86_64),4.19.5-041905-generic (x86_64),4.19.5-041905-generic (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 3.28.3,GNOME Shell 3.28.3,GNOME Shell 3.28.3 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,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6 Display Driver,,NVIDIA 415.23,NVIDIA 415.23,NVIDIA 415.23,NVIDIA 415.22,NVIDIA 415.22,NVIDIA 415.22,NVIDIA 415.22,NVIDIA 415.22,NVIDIA 415.22,NVIDIA 415.22,NVIDIA 415.23,, OpenGL,,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.6.0,4.5 Mesa 19.0.0-devel padoka PPA (LLVM 8.0.0),4.5 Mesa 19.0.0-devel padoka PPA (LLVM 8.0.0) 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 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) Vulkan,,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.84,1.1.70,1.1.70 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 + 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 File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160 ,,"GTX 980","GTX 980 Ti","GTX TITAN X GM200","GTX 1070","GTX 1070 Ti","GTX 1080","GTX 1080 Ti","RTX 2070","RTX 2080","RTX 2080 Ti","TITAN RTX","RX Vega 56","RX Vega 64" "GPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,58.36,74.74,76.87,61.13,46.92,63.06,66.46,54.57,66.5,60.3,63.55,51.02,52.98 "System Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,126.87,218.82,240.32,143.92,127.84,154.56,200.91,146.13,175.16,208.03,242.09,143.52,169.45 "cl-mem - Benchmark: Copy (GB/s)",HIB,143,217,218,187,188,209,317,330,328,454,484,203,221 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: FFT SP (GFLOPS)",HIB,468,728,726,452,497,575,972,998,1083,1443,1548,926,1070 "NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP16 (Images/sec)",HIB,,150,156,160,175,193,271,309,335,449,520,, "NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP16 (Images/sec/Watt)",HIB,,0.61,0.62,0.92,1.14,1.02,1.22,1.90,1.86,2.10,2.55,, "NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP32 (Images/sec/Watt)",HIB,,,0.49,0.73,0.84,0.73,0.89,,0.99,1.15,1.18,, "NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP16 (Images/sec/Watt)",HIB,6.45,6.54,7.03,9.86,12.39,11.19,12.53,,16.53,24.95,25.77,, "NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP32 (Images/sec/Watt)",HIB,6.20,6.59,6.29,9.61,10.99,9.90,12.19,11.72,11.44,12.99,14.66,, "NVIDIA GPU Cloud TensorFlow - Test: Googlenet, FP16 (Images/sec/Watt)",HIB,,1.36,1.40,2.06,2.53,2.13,2.45,,3.21,4.07,4.11,, "NVIDIA GPU Cloud TensorFlow - Test: Inception v4, FP16 (Images/sec/Watt)",HIB,,0.18,0.19,0.28,0.34,0.30,0.35,,0.58,0.74,0.78,, "NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP16 (Images/sec/Watt)",HIB,,0.30,0.29,0.46,0.53,0.48,0.54,,0.69,0.94,0.95,, "NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP32 (Images/sec)",HIB,,,125,125,133,143,210,,205,285,299,, "NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP32 (Images/sec/Watt)",HIB,,,0.28,0.42,0.47,0.42,0.49,,0.45,0.56,0.58,, "NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP16 (Images/sec)",HIB,1208,1552,1662,1563,1683,1875,2674,,3153,4432,5032,, "NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP32 (Images/sec)",HIB,1154,1501,1587,1516,1591,1764,2539,2174,2419,3344,3576,, "NVIDIA GPU Cloud TensorFlow - Test: Googlenet, FP16 (Images/sec)",HIB,,356,372,375,413,458,629,,738,1015,1132,, "NVIDIA GPU Cloud TensorFlow - Test: Inception v4, FP16 (Images/sec)",HIB,,40.90,43.23,44.77,49.23,55.03,74.63,,102.77,135.90,152.80,, "NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP16 (Images/sec)",HIB,,77.57,79.20,76.93,84.43,93.13,131.37,,153.33,206.97,244.40,, "NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP32 (Images/sec)",HIB,,,72.77,71.57,76.40,82.90,119.50,,108.57,152.40,162.33,, "LuxMark - OpenCL Device: GPU - Scene: Luxball HDR (Score)",HIB,13242,16910,17299,17288,16886,13823,21562,30091,29641,42693,45932,31179,32815 "Chaos Group V-RAY - GPU Temperature Monitor (Celsius)",LIB,72.91,78.07,78.35,62.55,47.77,62.93,68.11,60.72,68.2,60.03,67.85,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,,76.82,77.41,65.55,50.94,68.3,68.17,45.47,67.05,59.52,61.37,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,,,77.91,65.61,50.85,68.77,70.04,,70.41,61.16,62.76,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,65.82,73.47,77.07,64.06,49.93,66.46,67.2,,67.57,60.36,61.4,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,72.44,77.5,78.81,64.2,49.07,66.8,67.58,55.88,69.81,61.36,61.71,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,,80.35,80.77,69,52.93,72.23,72.84,,73.17,64.78,65.27,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,,74.85,75.61,64.07,49.56,64.33,66.24,,64.7,57.76,59.11,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,,79.22,79,66.13,52.18,65.84,70.1,,69.86,61.56,62.56,, "NVIDIA GPU Cloud TensorFlow - GPU Temperature Monitor (Celsius)",LIB,,,79.62,66.1,52.21,69.33,70.55,,74.1,65.52,67.15,, "Chaos Group V-RAY - Mode: CUDA GPU (sec)",LIB,106.51,77.70,80.62,90.43,86.30,102.07,66.41,66.02,72.07,56.09,50.08,, "SHOC Scalable HeterOgeneous Computing - System Power Consumption Monitor (Watts)",LIB,,,,134.72,122.6,144.76,190.06,162.86,169.8,222.96,232.9,197.63,223.18 "LuxMark - System Power Consumption Monitor (Watts)",LIB,189.6,233.83,249.16,176.9,148.92,174.24,241.59,225.33,240.83,315.29,329.43,251.16,323.35 "Chaos Group V-RAY - System Power Consumption Monitor (Watts)",LIB,170.22,218.49,230.04,151.17,130.78,153.26,218.99,185.77,191.71,242.72,262.41,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,244.09,252.42,174.04,153.76,189.85,222.3,162.36,179.59,213.62,203.63,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,255.72,172.02,157.29,196.38,234.81,,206.72,248.25,252.59,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,187.19,237.19,236.59,158.49,135.79,167.55,213.37,,190.7,177.62,195.26,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,186.05,227.61,252.18,157.65,144.76,178.22,208.21,185.45,211.46,257.45,243.91,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,260.98,265.29,181.99,163.6,215.22,257.4,,229.8,249.29,275.3,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,226.01,232.58,157.87,146.22,185.89,211.84,,177.11,183.11,196.21,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,254.36,277.12,168.53,160.44,194.86,242.51,,223.76,219.66,256.56,, "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,261.76,170.77,162.02,198.19,241.65,,239.26,270.5,281.79,,