NVIDIA GeForce RTX 2070 Ubuntu Linux compute OpenCL CUDA TensorFlow benchmarks. Tests by Michael Larabel for a future article on Phoronix.com.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 1810180-SK-GPGPUCOMP97
NVIDIA GeForce RTX 2070 Linux Compute Benchmarks
NVIDIA GeForce RTX 2070 Ubuntu Linux compute OpenCL CUDA TensorFlow benchmarks. Tests by Michael Larabel for a future article on Phoronix.com.
,,"RX 580","R9 Fury","RX Vega 56","RX Vega 64","GTX 970","GTX 980","GTX TITAN X","GTX 1070","GTX 1070 Ti","GTX 1080","GTX 1080 Ti","RTX 2070","RTX 2080 Ti"
Processor,,AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads)
Motherboard,,ASUS ROG ZENITH EXTREME (1402 BIOS),ASUS ROG ZENITH EXTREME (1402 BIOS),ASUS ROG ZENITH EXTREME (1402 BIOS),ASUS ROG ZENITH EXTREME (1402 BIOS),ASUS ROG ZENITH EXTREME (1402 BIOS),ASUS ROG ZENITH EXTREME (1402 BIOS),ASUS ROG ZENITH EXTREME (1402 BIOS),ASUS ROG ZENITH EXTREME (1402 BIOS),ASUS ROG ZENITH EXTREME (1402 BIOS),ASUS ROG ZENITH EXTREME (1402 BIOS),ASUS ROG ZENITH EXTREME (1402 BIOS),ASUS ROG ZENITH EXTREME (1402 BIOS),ASUS ROG ZENITH EXTREME (1402 BIOS)
Chipset,,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h
Memory,,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB,32768MB
Disk,,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB,Samsung SSD 970 EVO 500GB
Graphics,,MSI AMD Radeon RX 580 8GB,Sapphire AMD Radeon 4GB,AMD Radeon RX Vega 8GB,AMD Radeon RX Vega 8GB,eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz),NVIDIA GeForce GTX 980 4GB (1126/3505MHz),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),NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)
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,,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U
Network,,Intel I211 Gigabit Connection,Intel I211 Gigabit Connection,Intel I211 Gigabit Connection,Intel I211 Gigabit Connection,Intel I211 Gigabit Connection,Intel I211 Gigabit Connection,Intel I211 Gigabit Connection,Intel I211 Gigabit Connection,Intel I211 Gigabit Connection,Intel I211 Gigabit Connection,Intel I211 Gigabit Connection,Intel I211 Gigabit Connection,Intel I211 Gigabit 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,,4.18.0-041800-generic (x86_64),4.18.0-041800-generic (x86_64),4.18.0-041800-generic (x86_64),4.18.0-041800-generic (x86_64),4.18.0-041800-generic (x86_64),4.18.0-041800-generic (x86_64),4.18.0-041800-generic (x86_64),4.18.0-041800-generic (x86_64),4.18.0-041800-generic (x86_64),4.18.0-041800-generic (x86_64),4.18.0-041800-generic (x86_64),4.18.0-041800-generic (x86_64),4.18.0-041800-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,,modesetting 1.19.6,modesetting 1.19.6,modesetting 1.19.6,modesetting 1.19.6,NVIDIA 410.66,NVIDIA 410.66,NVIDIA 410.66,NVIDIA 410.66,NVIDIA 410.66,NVIDIA 410.66,NVIDIA 410.66,NVIDIA 410.66,NVIDIA 410.66
OpenGL,,4.5 Mesa 18.0.5 (LLVM 6.0.0),4.5 Mesa 18.0.5 (LLVM 6.0.0),4.5 Mesa 18.0.5 (LLVM 6.0.0),4.5 Mesa 18.0.5 (LLVM 6.0.0),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
OpenCL,,OpenCL 2.1 AMD-APP (2679.0),OpenCL 2.1 AMD-APP (2679.0),OpenCL 2.1 AMD-APP (2679.0),OpenCL 2.1 AMD-APP (2679.0),OpenCL 1.2 CUDA 10.0.175,OpenCL 1.2 CUDA 10.0.175,OpenCL 1.2 CUDA 10.0.175,OpenCL 1.2 CUDA 10.0.175,OpenCL 1.2 CUDA 10.0.175,OpenCL 1.2 CUDA 10.0.175,OpenCL 1.2 CUDA 10.0.175,OpenCL 1.2 CUDA 10.0.175,OpenCL 1.2 CUDA 10.0.175
Compiler,,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,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
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
,,"RX 580","R9 Fury","RX Vega 56","RX Vega 64","GTX 970","GTX 980","GTX TITAN X","GTX 1070","GTX 1070 Ti","GTX 1080","GTX 1080 Ti","RTX 2070","RTX 2080 Ti"
"SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: MD5 Hash (GHash/s)",HIB,8.06,9.20,12.41,16.43,6.47,7.49,10.30,10.67,13.66,14.31,19.96,19.28,34.87
"CUDA Mini-Nbody - Test: Original (sec)",LIB,,,,,51.71,45.90,33.55,39.69,31.91,32.76,21.23,17.71,11.22
"NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,,,278.24,221.97,243.51,241.44,272.26,210.62,247.2
"NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,,,317.87,228.29,248.3,251.17,308.82,262.66,311.29
"NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,238.83,248.35,273.97,206.58,239.23,211.28,241.74,238.56,264.23
"NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,,,322.78,229.25,242.95,248.1,310.17,249.29,299.78
"NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,,,305.55,235.05,240.85,248.88,271.47,253.4,279.93
"NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,234.98,253.88,314.76,216.33,215.98,237.52,266.19,232.75,287.83
"NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,,,318.58,230.02,242.2,235.46,284.31,229.19,249.44
"NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP16 (Images/sec)",HIB,,,,,1045,1203,1648,1549,1773,1856,2635,2714,4330
"ASKAP tConvolveCuda - Processing: Degridding (Million Grid Points/sec)",HIB,,,,,9291,10650,17750,13546,13780,14273,22188,25819,38037
"NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,,,325.99,244.62,263.81,259.54,318.02,260.13,304.21
"CUDA Mini-Nbody - System Power Consumption Monitor (Watts)",LIB,,,,,295.27,287.91,344.61,258.33,282.55,283.52,312.36,277.58,291.2
"NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP16 (Images/sec/Watt)",HIB,,,,,4.37,4.84,6.01,7.50,7.41,8.79,10.90,11.38,16.39
"Chaos Group V-RAY - System Power Consumption Monitor (Watts)",LIB,,,,,222.29,233.17,297.26,219.79,229.75,219.51,277.93,260.71,298.13
"NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP16 (Images/sec/Watt)",HIB,,,,,,,0.48,0.69,0.76,0.81,0.93,1.29,1.71
"SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: FFT SP (GFLOPS)",HIB,546,821,929,931,407,459,726,550,556,654,983,1015,1443
"clpeak - Performance / Cost - OpenCL Test: Integer Compute INT (GIOPS/Dollar)",HIB,4.19,,4.97,4.82,,,,,5.58,4.89,4.71,14.85,12.24
"NVIDIA GPU Cloud TensorFlow - Test: Inception v4, FP16 (Images/sec/Watt)",HIB,,,,,,,0.15,0.20,0.22,0.22,0.27,0.40,0.50
"NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP32 (Images/sec)",HIB,,,,,998,1146,1575,1504,1660,1746,2499,2110,3277
"NVIDIA GPU Cloud TensorFlow - Test: Inception v4, FP16 (Images/sec)",HIB,,,,,,,42.63,43.90,52.93,53.83,72.17,85.20,123
"NVIDIA GPU Cloud TensorFlow - Test: Googlenet, FP16 (Images/sec/Watt)",HIB,,,,,,,1.14,1.53,1.70,1.75,1.96,2.46,3.24
"NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP16 (Images/sec/Watt)",HIB,,,,,,,0.24,0.34,0.37,0.37,0.42,0.55,0.68
"NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP16 (Images/sec)",HIB,,,,,,,152,158,185,190,265,295,428
"NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP32 (Images/sec/Watt)",HIB,,,,,4.25,4.52,5.00,6.95,7.69,7.35,9.39,9.07,11.39
"NVIDIA GPU Cloud TensorFlow - Test: Googlenet, FP16 (Images/sec)",HIB,,,,,,,371,374,448,454,622,641,986
"NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP16 (Images/sec)",HIB,,,,,,,78.27,77.13,89.33,92.97,131.27,138.33,204
"NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP32 (Images/sec/Watt)",HIB,,,,,,,0.40,0.53,0.57,0.57,0.76,0.71,0.99
"NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP32 (Images/sec)",HIB,,,,,,,123,124,136,141,207,181,276
"Chaos Group V-RAY - Mode: CUDA GPU (sec)",LIB,,,,,120.57,107.78,78.72,87.99,83.03,83.41,66.85,66.55,53.91
"NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP32 (Images/sec)",HIB,,,,,,,72.83,71.70,79.03,82.77,119.27,90.67,150
"NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP32 (Images/sec/Watt)",HIB,,,,,,,0.23,0.31,0.32,0.33,0.39,0.35,0.48
"clpeak - OpenCL Test: Integer Compute INT (GIOPS)",HIB,1253,1430,1984,2502,1142,1314,1805,1710,2339,2439,3292,8150,14679
"SHOC Scalable HeterOgeneous Computing - Performance / Cost - Target: OpenCL - Benchmark: FFT SP (GFLOPS/Dollar)",HIB,1.83,,2.33,1.79,,,,,1.33,1.31,1.41,1.85,1.20
"ASKAP tConvolveCuda - Performance / Cost - Processing: Degridding (Million Grid Points/sec/Dollar)",HIB,,,,,,,,,32.89,28.60,31.74,47.03,31.72
"NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: Inception v4, FP16 (Images/sec/Dollar)",HIB,,,,,,,,,0.13,0.11,0.10,0.16,0.10
"NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: ResNet-50, FP16 (Images/sec/Dollar)",HIB,,,,,,,,,0.44,0.38,0.38,0.54,0.36
"NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: VGG-16, FP16 (Images/sec/Dollar)",HIB,,,,,,,,,0.21,0.19,0.19,0.25,0.17
"NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: VGG-16, FP32 (Images/sec/Dollar)",HIB,,,,,,,,,0.19,0.17,0.17,0.17,0.13
"NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: AlexNet, FP32 (Images/sec/Dollar)",HIB,,,,,,,,,3.96,3.50,3.58,3.84,2.73
"NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: ResNet-50, FP32 (Images/sec/Dollar)",HIB,,,,,,,,,0.32,0.28,0.30,0.33,0.23
"NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: Googlenet, FP16 (Images/sec/Dollar)",HIB,,,,,,,,,1.07,0.91,0.89,1.17,0.82
"NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: AlexNet, FP16 (Images/sec/Dollar)",HIB,,,,,,,,,4.23,3.72,3.77,4.94,3.61
"SHOC Scalable HeterOgeneous Computing - Performance / Cost - Target: OpenCL - Benchmark: MD5 Hash (GHash/s/Dollar)",HIB,0.03,,0.03,0.03,,,,,0.03,0.03,0.03,0.04,0.03
"System Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,,,,,176.17,176.4,294.18,209.2,223.4,211.98,268,214.35,264.13
"GPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,,,,,44.97,56.32,76.41,61.6,54.27,61.56,66.34,54.61,58.82
"Parboil - Test: OpenCL TPACF (sec)",LIB,,,,,1.59,1.55,1.49,1.24,1.20,1.21,0.93,1.03,0.82