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.

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
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

CPU Massive 2 Tests
HPC - High Performance Computing 3 Tests
Multi-Core 3 Tests
NVIDIA GPU Compute 2 Tests
OpenCL 2 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs
No Box Plots
On Line Graphs With Missing Data, Connect The Line Gaps

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs
Condense Test Profiles With Multiple Version Results Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
RX 580
October 17 2018
  7 Minutes
R9 Fury
October 17 2018
  7 Minutes
RX Vega 56
October 17 2018
  6 Minutes
RX Vega 64
October 17 2018
  6 Minutes
GTX 970
October 18 2018
  13 Minutes
GTX 980
October 18 2018
  12 Minutes
GTX TITAN X
October 18 2018
  33 Minutes
GTX 1070
October 18 2018
  34 Minutes
GTX 1070 Ti
October 18 2018
  31 Minutes
GTX 1080
October 18 2018
  26 Minutes
GTX 1080 Ti
October 18 2018
  25 Minutes
RTX 2070
October 18 2018
  29 Minutes
RTX 2080 Ti
October 18 2018
  22 Minutes
Invert Hiding All Results Option
  19 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):

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 Vega 56","RX Vega 64","R9 Fury","RX 580","RTX 2080 Ti","GTX 1080","GTX 1080 Ti","GTX 1070 Ti","GTX 1070","GTX 970","GTX 980","GTX TITAN X","RTX 2070" 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,,AMD Radeon RX Vega 8GB,AMD Radeon RX Vega 8GB,Sapphire AMD Radeon 4GB,MSI AMD Radeon RX 580 8GB,NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz),NVIDIA GeForce GTX 1080 8GB (1607/5005MHz),NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz),Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz),NVIDIA GeForce GTX 1070 8GB (1506/4006MHz),eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz),NVIDIA GeForce GTX 980 4GB (1126/3505MHz),NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz),eVGA NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) 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 Vega 56","RX Vega 64","R9 Fury","RX 580","RTX 2080 Ti","GTX 1080","GTX 1080 Ti","GTX 1070 Ti","GTX 1070","GTX 970","GTX 980","GTX TITAN X","RTX 2070" "clpeak - OpenCL Test: Integer Compute INT (GIOPS)",HIB,1984,2502,1430,1253,14679,2439,3292,2339,1710,1142,1314,1805,8150 "CUDA Mini-Nbody - Test: Original (sec)",LIB,,,,,11.22,32.76,21.23,31.91,39.69,51.71,45.90,33.55,17.71 "NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP16 (Images/sec)",HIB,,,,,428,190,265,185,158,,,152,295 "NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP32 (Images/sec)",HIB,,,,,276,141,207,136,124,,,123,181 "NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP16 (Images/sec)",HIB,,,,,4330,1856,2635,1773,1549,1045,1203,1648,2714 "NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP32 (Images/sec)",HIB,,,,,3277,1746,2499,1660,1504,998,1146,1575,2110 "NVIDIA GPU Cloud TensorFlow - Test: Googlenet, FP16 (Images/sec)",HIB,,,,,986,454,622,448,374,,,371,641 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: MD5 Hash (GHash/s)",HIB,12.41,16.43,9.20,8.06,34.87,14.31,19.96,13.66,10.67,6.47,7.49,10.30,19.28 "Parboil - Test: OpenCL TPACF (sec)",LIB,,,,,0.82,1.21,0.93,1.20,1.24,1.59,1.55,1.49,1.03 "ASKAP tConvolveCuda - Processing: Degridding (Million Grid Points/sec)",HIB,,,,,38037,14273,22188,13780,13546,9291,10650,17750,25819 "Chaos Group V-RAY - Mode: CUDA GPU (sec)",LIB,,,,,53.91,83.41,66.85,83.03,87.99,120.57,107.78,78.72,66.55 "NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP16 (Images/sec)",HIB,,,,,204,92.97,131.27,89.33,77.13,,,78.27,138.33 "NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP32 (Images/sec)",HIB,,,,,150,82.77,119.27,79.03,71.70,,,72.83,90.67 "NVIDIA GPU Cloud TensorFlow - Test: Inception v4, FP16 (Images/sec)",HIB,,,,,123,53.83,72.17,52.93,43.90,,,42.63,85.20 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: FFT SP (GFLOPS)",HIB,929,931,821,546,1443,654,983,556,550,407,459,726,1015 "Chaos Group V-RAY - System Power Consumption Monitor (Watts)",LIB,,,,,298.13,219.51,277.93,229.75,219.79,222.29,233.17,297.26,260.71 "CUDA Mini-Nbody - System Power Consumption Monitor (Watts)",LIB,,,,,291.2,283.52,312.36,282.55,258.33,295.27,287.91,344.61,277.58 "NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP16 (Images/sec/Watt)",HIB,,,,,1.71,0.81,0.93,0.76,0.69,,,0.48,1.29 "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,249.44,235.46,284.31,242.2,230.02,,,318.58,229.19 "NVIDIA GPU Cloud TensorFlow - Test: ResNet-50, FP32 (Images/sec/Watt)",HIB,,,,,0.99,0.57,0.76,0.57,0.53,,,0.40,0.71 "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,279.93,248.88,271.47,240.85,235.05,,,305.55,253.4 "NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP16 (Images/sec/Watt)",HIB,,,,,16.39,8.79,10.90,7.41,7.50,4.37,4.84,6.01,11.38 "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,264.23,211.28,241.74,239.23,206.58,238.83,248.35,273.97,238.56 "NVIDIA GPU Cloud TensorFlow - Test: AlexNet, FP32 (Images/sec/Watt)",HIB,,,,,11.39,7.35,9.39,7.69,6.95,4.25,4.52,5.00,9.07 "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,287.83,237.52,266.19,215.98,216.33,234.98,253.88,314.76,232.75 "NVIDIA GPU Cloud TensorFlow - Test: Googlenet, FP16 (Images/sec/Watt)",HIB,,,,,3.24,1.75,1.96,1.70,1.53,,,1.14,2.46 "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,304.21,259.54,318.02,263.81,244.62,,,325.99,260.13 "NVIDIA GPU Cloud TensorFlow - Test: Inception v4, FP16 (Images/sec/Watt)",HIB,,,,,0.50,0.22,0.27,0.22,0.20,,,0.15,0.40 "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,247.2,241.44,272.26,243.51,221.97,,,278.24,210.62 "NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP16 (Images/sec/Watt)",HIB,,,,,0.68,0.37,0.42,0.37,0.34,,,0.24,0.55 "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,299.78,248.1,310.17,242.95,229.25,,,322.78,249.29 "NVIDIA GPU Cloud TensorFlow - Test: VGG-16, FP32 (Images/sec/Watt)",HIB,,,,,0.48,0.33,0.39,0.32,0.31,,,0.23,0.35 "NVIDIA GPU Cloud TensorFlow - System Power Consumption Monitor (Watts)",LIB,,,,,311.29,251.17,308.82,248.3,228.29,,,317.87,262.66 "GPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,,,,,58.82,61.56,66.34,54.27,61.6,44.97,56.32,76.41,54.61 "System Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,,,,,264.13,211.98,268,223.4,209.2,176.17,176.4,294.18,214.35 "SHOC Scalable HeterOgeneous Computing - Performance / Cost - Target: OpenCL - Benchmark: FFT SP (GFLOPS/Dollar)",HIB,2.33,1.79,,1.83,1.20,1.31,1.41,1.33,,,,,1.85 "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,,,,,0.04 "clpeak - Performance / Cost - OpenCL Test: Integer Compute INT (GIOPS/Dollar)",HIB,4.97,4.82,,4.19,12.24,4.89,4.71,5.58,,,,,14.85 "ASKAP tConvolveCuda - Performance / Cost - Processing: Degridding (Million Grid Points/sec/Dollar)",HIB,,,,,31.72,28.60,31.74,32.89,,,,,47.03 "NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: ResNet-50, FP16 (Images/sec/Dollar)",HIB,,,,,0.36,0.38,0.38,0.44,,,,,0.54 "NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: ResNet-50, FP32 (Images/sec/Dollar)",HIB,,,,,0.23,0.28,0.30,0.32,,,,,0.33 "NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: AlexNet, FP16 (Images/sec/Dollar)",HIB,,,,,3.61,3.72,3.77,4.23,,,,,4.94 "NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: AlexNet, FP32 (Images/sec/Dollar)",HIB,,,,,2.73,3.50,3.58,3.96,,,,,3.84 "NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: Googlenet, FP16 (Images/sec/Dollar)",HIB,,,,,0.82,0.91,0.89,1.07,,,,,1.17 "NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: Inception v4, FP16 (Images/sec/Dollar)",HIB,,,,,0.10,0.11,0.10,0.13,,,,,0.16 "NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: VGG-16, FP16 (Images/sec/Dollar)",HIB,,,,,0.17,0.19,0.19,0.21,,,,,0.25 "NVIDIA GPU Cloud TensorFlow - Performance / Cost - Test: VGG-16, FP32 (Images/sec/Dollar)",HIB,,,,,0.13,0.17,0.17,0.19,,,,,0.17