NGC TensorFlow NVIDIA GeForce RTX 2080 Ti

NVIDIA GPU Cloud TensorFlow benchmarks with ResNet-50, AlexNet, Googlenet, Inception V4, VGG-16. NVIDIA GPU benchmarks on Ubuntu Linux 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 1810085-SKEE-181007067
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Identifier
Performance Per
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Date
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  Test
  Duration
GeForce GTX 980 Ti
October 07 2018
  18 Minutes
GeForce GTX 1060
October 07 2018
  22 Minutes
GeForce GTX 1070
October 07 2018
  24 Minutes
GeForce GTX 1070 Ti
October 07 2018
  22 Minutes
GeForce GTX 1080
October 07 2018
  21 Minutes
GeForce GTX 1080 Ti
October 07 2018
  25 Minutes
GeForce RTX 2080 Ti
October 07 2018
  24 Minutes
Zotac RTX 2080 Amp
October 08 2018
 
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  20 Minutes

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GeForce GTX 980 Ti

Processor: Intel Core i7-8086K @ 5.00GHz (6 Cores / 12 Threads), Motherboard: ASUS PRIME Z370-A (1002 BIOS), Chipset: Intel Device 3ec2, Memory: 16384MB, Disk: 525GB SABRENT + 118GB INTEL SSDPEK1W120GA, Graphics: NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

OS: Ubuntu 18.04, Kernel: 4.19.0-041900rc6-generic (x86_64) 20180930, Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.57, OpenGL: 4.6.0, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

Processor Notes: Scaling Governor: intel_pstate performance
Security Notes: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable

GeForce GTX 1060

Changed Graphics to NVIDIA GeForce GTX 1060 6GB (1506/4006MHz).

GeForce GTX 1070

Changed Graphics to NVIDIA GeForce GTX 1070 8GB (1506/4006MHz).

GeForce GTX 1070 Ti

Changed Graphics to Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz).

GeForce GTX 1080

Changed Graphics to NVIDIA GeForce GTX 1080 8GB (1607/5005MHz).

GeForce GTX 1080 Ti

Changed Graphics to NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz).

GeForce RTX 2080 Ti

Changed Graphics to NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz).

Zotac RTX 2080 Amp

Processor: Intel Core i7-8086K @ 5.10GHz (6 Cores / 12 Threads), Motherboard: ASRock Z370 Extreme4 (P3.10 BIOS), Chipset: Intel Device 3ec2, Memory: 16384MB, Disk: 4001GB Western Digital WD40EMRX-82U + 1500GB EARS-00Z5B1 + 240GB Force MP300 + 1000GB Samsung SSD 970 EVO 1TB, Graphics: Zotac NVIDIA GeForce RTX 2080 8192MB (1515/7489MHz), Audio: Realtek ALC1220, Monitor: VX2439wm, Network: Intel Connection

OS: LinuxMint 19, Kernel: 4.19.0-rc7-vhm (x86_64) 20181008, Desktop: Cinnamon 3.8.9, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.57, OpenGL: 4.6.0, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 1920x1080

Processor Notes: Scaling Governor: intel_pstate performance
Security Notes: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion

NGC TensorFlow NVIDIA GeForce RTX 2080 TiProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 TiZotac RTX 2080 AmpIntel Core i7-8086K @ 5.00GHz (6 Cores / 12 Threads)ASUS PRIME Z370-A (1002 BIOS)Intel Device 3ec216384MB525GB SABRENT + 118GB INTEL SSDPEK1W120GANVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz)Realtek ALC1220Acer B286HKIntel ConnectionUbuntu 18.044.19.0-041900rc6-generic (x86_64) 20180930GNOME Shell 3.28.3X Server 1.19.6NVIDIA 410.574.6.0GCC 7.3.0 + CUDA 10.0ext43840x2160NVIDIA GeForce GTX 1060 6GB (1506/4006MHz)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)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)Intel Core i7-8086K @ 5.10GHz (6 Cores / 12 Threads)ASRock Z370 Extreme4 (P3.10 BIOS)4001GB Western Digital WD40EMRX-82U + 1500GB EARS-00Z5B1 + 240GB Force MP300 + 1000GB Samsung SSD 970 EVO 1TBZotac NVIDIA GeForce RTX 2080 8192MB (1515/7489MHz)VX2439wmLinuxMint 194.19.0-rc7-vhm (x86_64) 20181008Cinnamon 3.8.9GCC 8.2.01920x1080OpenBenchmarking.orgProcessor Details- Scaling Governor: intel_pstate performanceSecurity Details- GeForce GTX 980 Ti: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable- GeForce GTX 1060: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable- GeForce GTX 1070: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable- GeForce GTX 1070 Ti: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable- GeForce GTX 1080: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable- GeForce GTX 1080 Ti: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable- GeForce RTX 2080 Ti: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable- Zotac RTX 2080 Amp: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion

NGC TensorFlow NVIDIA GeForce RTX 2080 Tingc-tensorflow: ResNet-50, FP16ngc-tensorflow: ResNet-50, FP32ngc-tensorflow: AlexNet, FP16ngc-tensorflow: Googlenet, FP16ngc-tensorflow: Googlenet, FP32ngc-tensorflow: Inception v4, FP16ngc-tensorflow: Inception v4, FP32ngc-tensorflow: VGG-16, FP16ngc-tensorflow: VGG-16, FP32GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 TiZotac RTX 2080 Amp153155835840.9378.50116109026132.0355.50162125156637544.7077.3071.7318713817944525489.4779.27194143187545854.9793.2082.93272210267463155274.5065.9713111945528444101009761134.2089.23206152OpenBenchmarking.org

NVIDIA GPU Cloud TensorFlow

This test profile uses the NVIDIA GPU Cloud (NGC/nvcr.io) for running the TensorFlow image inside Docker for benchmarking. You must have already signed into NGC for this test profile to work. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti100200300400500SE +/- 0.76, N = 3SE +/- 0.23, N = 3SE +/- 0.32, N = 3SE +/- 0.32, N = 3SE +/- 0.44, N = 3SE +/- 0.39, N = 3SE +/- 4.02, N = 3153116162187194272455
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti80160240320400Min: 151.4 / Avg: 152.57 / Max: 154Min: 115.5 / Avg: 115.87 / Max: 116.3Min: 161.3 / Avg: 161.67 / Max: 162.3Min: 187.1 / Avg: 187.47 / Max: 188.1Min: 193.1 / Avg: 193.77 / Max: 194.6Min: 271.5 / Avg: 272.03 / Max: 272.8Min: 449.8 / Avg: 454.5 / Max: 462.5

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.49050.9811.47151.9622.45250.660.760.981.031.091.192.18

OpenBenchmarking.orgCelsius, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09GPU Temperature MonitorGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti1632486480Min: 38 / Avg: 66.72 / Max: 82Min: 32 / Avg: 53.28 / Max: 65Min: 36 / Avg: 54 / Max: 66Min: 36 / Avg: 51.14 / Max: 60Min: 31 / Avg: 53.96 / Max: 68Min: 40 / Avg: 57.78 / Max: 69Min: 37 / Avg: 46.95 / Max: 56

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti60120180240300Min: 83 / Avg: 232.07 / Max: 304.2Min: 60.5 / Avg: 153.42 / Max: 184.1Min: 69 / Avg: 165.58 / Max: 209.3Min: 77.1 / Avg: 182.32 / Max: 240.6Min: 41.4 / Avg: 178.02 / Max: 241.8Min: 99.4 / Avg: 229.38 / Max: 312Min: 57.3 / Avg: 208.46 / Max: 336

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP32GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti60120180240300SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.27, N = 3125138143210284
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP32GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti50100150200250Min: 124.7 / Avg: 124.97 / Max: 125.2Min: 137.7 / Avg: 137.73 / Max: 137.8Min: 142.5 / Avg: 142.6 / Max: 142.7Min: 210.1 / Avg: 210.33 / Max: 210.7Min: 283.5 / Avg: 284.03 / Max: 284.3

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: ResNet-50, FP32GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.26780.53560.80341.07121.3390.740.750.740.911.19

OpenBenchmarking.orgCelsius, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09GPU Temperature MonitorGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti1428425670Min: 53 / Avg: 63.25 / Max: 70Min: 46 / Avg: 56.59 / Max: 62Min: 55 / Avg: 64.85 / Max: 72Min: 57 / Avg: 65.78 / Max: 74Min: 47 / Avg: 56.88 / Max: 66

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti60120180240300Min: 43.6 / Avg: 170.02 / Max: 208.2Min: 48 / Avg: 182.99 / Max: 236.8Min: 65.8 / Avg: 192.52 / Max: 240.7Min: 74.8 / Avg: 230.1 / Max: 312.5Min: 57.1 / Avg: 238.23 / Max: 339.5

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti9001800270036004500SE +/- 6.45, N = 3SE +/- 1.46, N = 3SE +/- 2.52, N = 3SE +/- 0.85, N = 3SE +/- 2.46, N = 3SE +/- 2.58, N = 3SE +/- 4.74, N = 31558109015661794187526744410
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti8001600240032004000Min: 1545 / Avg: 1557.87 / Max: 1565.2Min: 1087.9 / Avg: 1089.83 / Max: 1092.7Min: 1561.9 / Avg: 1566.03 / Max: 1570.6Min: 1792.7 / Avg: 1793.83 / Max: 1795.5Min: 1871.7 / Avg: 1874.6 / Max: 1879.5Min: 2669.3 / Avg: 2673.5 / Max: 2678.2Min: 4404.6 / Avg: 4410.3 / Max: 4419.7

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: AlexNet, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti5101520256.817.6710.4710.6010.8513.1222.74

OpenBenchmarking.orgCelsius, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09GPU Temperature MonitorGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti1530456075Min: 62 / Avg: 73.06 / Max: 80Min: 45 / Avg: 55.2 / Max: 62Min: 59 / Avg: 63.4 / Max: 66Min: 49 / Avg: 55.27 / Max: 59Min: 60 / Avg: 64.38 / Max: 67Min: 61 / Avg: 64.91 / Max: 68Min: 55 / Avg: 58.82 / Max: 63

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti60120180240300Min: 110.7 / Avg: 228.63 / Max: 304.8Min: 69.2 / Avg: 142.13 / Max: 176.5Min: 44.7 / Avg: 149.56 / Max: 199.7Min: 56.9 / Avg: 169.31 / Max: 228Min: 43.7 / Avg: 172.75 / Max: 228Min: 68.7 / Avg: 203.79 / Max: 298.4Min: 59.4 / Avg: 193.94 / Max: 330.8

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti2004006008001000SE +/- 1.85, N = 3SE +/- 0.40, N = 3SE +/- 0.22, N = 3SE +/- 0.32, N = 3SE +/- 0.15, N = 3SE +/- 2.54, N = 3SE +/- 1.58, N = 33582613754524586311009
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti2004006008001000Min: 354.6 / Avg: 358.3 / Max: 360.2Min: 260.4 / Avg: 261.2 / Max: 261.6Min: 374.9 / Avg: 375.17 / Max: 375.6Min: 452 / Avg: 452.37 / Max: 453Min: 458.1 / Avg: 458.33 / Max: 458.6Min: 626 / Avg: 631.03 / Max: 634.2Min: 1006.8 / Avg: 1008.77 / Max: 1011.9

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.9271.8542.7813.7084.6351.431.632.052.212.252.434.12

OpenBenchmarking.orgCelsius, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09GPU Temperature MonitorGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti1632486480Min: 68 / Avg: 79.63 / Max: 84Min: 51 / Avg: 65.92 / Max: 71Min: 58 / Avg: 69.45 / Max: 74Min: 46 / Avg: 60.1 / Max: 65Min: 57 / Avg: 70.78 / Max: 77Min: 58 / Avg: 72.34 / Max: 80Min: 54 / Avg: 64.32 / Max: 70

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti60120180240300Min: 84.5 / Avg: 249.77 / Max: 313.1Min: 40.9 / Avg: 160.4 / Max: 180.8Min: 85.6 / Avg: 182.97 / Max: 207.8Min: 47.2 / Avg: 204.99 / Max: 246.4Min: 41.5 / Avg: 203.76 / Max: 245.6Min: 47.8 / Avg: 259.74 / Max: 313.5Min: 59.6 / Avg: 244.65 / Max: 336.9

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP32GeForce GTX 1080 TiGeForce RTX 2080 Ti160320480640800SE +/- 0.37, N = 3SE +/- 0.45, N = 3552761
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP32GeForce GTX 1080 TiGeForce RTX 2080 Ti130260390520650Min: 550.9 / Avg: 551.63 / Max: 552.1Min: 760.6 / Avg: 761.1 / Max: 762

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Googlenet, FP32GeForce GTX 1080 TiGeForce RTX 2080 Ti0.62781.25561.88342.51123.1392.152.79

OpenBenchmarking.orgCelsius, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09GPU Temperature MonitorGeForce GTX 1080 TiGeForce RTX 2080 Ti1530456075Min: 63 / Avg: 74.18 / Max: 81Min: 58 / Avg: 67.42 / Max: 73

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGeForce GTX 1080 TiGeForce RTX 2080 Ti60120180240300Min: 52.3 / Avg: 256.65 / Max: 309.5Min: 61.2 / Avg: 272.84 / Max: 341

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti306090120150SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.23, N = 340.9332.0344.7054.0054.9774.50134.20
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti306090120150Min: 40.9 / Avg: 40.93 / Max: 41Min: 32 / Avg: 32.03 / Max: 32.1Min: 44.7 / Avg: 44.7 / Max: 44.7Min: 54.9 / Avg: 54.97 / Max: 55Min: 74.4 / Avg: 74.5 / Max: 74.7Min: 133.8 / Avg: 134.2 / Max: 134.6

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.15530.31060.46590.62120.77650.180.220.280.300.310.370.69

OpenBenchmarking.orgCelsius, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09GPU Temperature MonitorGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti1632486480Min: 59 / Avg: 74.06 / Max: 84Min: 44 / Avg: 60.77 / Max: 70Min: 49 / Avg: 62.1 / Max: 71Min: 41 / Avg: 53.71 / Max: 64Min: 49 / Avg: 62.75 / Max: 75Min: 58 / Avg: 67.77 / Max: 78Min: 54 / Avg: 59.24 / Max: 65

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti60120180240300Min: 75.2 / Avg: 223.6 / Max: 316.6Min: 68.9 / Avg: 148.31 / Max: 184.9Min: 66.4 / Avg: 161.19 / Max: 208.3Min: 77.2 / Avg: 177.34 / Max: 247.8Min: 65.2 / Avg: 177.05 / Max: 250.2Min: 53.4 / Avg: 200.96 / Max: 314.9Min: 60.3 / Avg: 195.66 / Max: 336.9

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP32GeForce GTX 1080 TiGeForce RTX 2080 Ti20406080100SE +/- 0.03, N = 3SE +/- 0.09, N = 365.9789.23
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP32GeForce GTX 1080 TiGeForce RTX 2080 Ti20406080100Min: 65.9 / Avg: 65.97 / Max: 66Min: 89.1 / Avg: 89.23 / Max: 89.4

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: Inception v4, FP32GeForce GTX 1080 TiGeForce RTX 2080 Ti0.08780.17560.26340.35120.4390.300.39

OpenBenchmarking.orgCelsius, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09GPU Temperature MonitorGeForce GTX 1080 TiGeForce RTX 2080 Ti1530456075Min: 55 / Avg: 67.82 / Max: 79Min: 51 / Avg: 59.85 / Max: 68

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGeForce GTX 1080 TiGeForce RTX 2080 Ti60120180240300Min: 55.5 / Avg: 220.04 / Max: 322.2Min: 58.7 / Avg: 227.62 / Max: 343.5

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti50100150200250SE +/- 0.31, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 378.5055.5077.3089.4793.20131.00206.00
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti4080120160200Min: 77.9 / Avg: 78.5 / Max: 78.9Min: 55.4 / Avg: 55.5 / Max: 55.7Min: 77.1 / Avg: 77.3 / Max: 77.6Min: 89.3 / Avg: 89.47 / Max: 89.7Min: 93 / Avg: 93.2 / Max: 93.5Min: 131.3 / Avg: 131.43 / Max: 131.5Min: 205.6 / Avg: 205.8 / Max: 206

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP16GeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.19130.38260.57390.76520.95650.320.360.470.460.470.590.85

OpenBenchmarking.orgCelsius, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09GPU Temperature MonitorGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti1632486480Min: 63 / Avg: 78.28 / Max: 83Min: 43 / Avg: 60.05 / Max: 67Min: 49 / Avg: 62.45 / Max: 69Min: 43 / Avg: 55.17 / Max: 62Min: 50 / Avg: 64.14 / Max: 72Min: 63 / Avg: 71.95 / Max: 78Min: 57 / Avg: 62.74 / Max: 67

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti60120180240300Min: 79.6 / Avg: 247.19 / Max: 314.7Min: 63.5 / Avg: 155.42 / Max: 180.2Min: 82.9 / Avg: 164.74 / Max: 198.5Min: 95 / Avg: 193.14 / Max: 238.7Min: 81.9 / Avg: 197.54 / Max: 241.1Min: 51.2 / Avg: 223.09 / Max: 303Min: 60.4 / Avg: 243.47 / Max: 339.6

OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP32GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti306090120150SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 371.7379.2782.93119.00152.00
OpenBenchmarking.orgImages Per Second, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP32GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti306090120150Min: 71.6 / Avg: 71.73 / Max: 71.9Min: 79.2 / Avg: 79.27 / Max: 79.3Min: 82.9 / Avg: 82.93 / Max: 83Min: 119.2 / Avg: 119.37 / Max: 119.5Min: 151.5 / Avg: 151.87 / Max: 152.3

OpenBenchmarking.orgImages Per Second Per Watt, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Test: VGG-16, FP32GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.12830.25660.38490.51320.64150.450.420.440.510.57

OpenBenchmarking.orgCelsius, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09GPU Temperature MonitorGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti1530456075Min: 57 / Avg: 65.39 / Max: 70Min: 48 / Avg: 57.32 / Max: 62Min: 59 / Avg: 67.66 / Max: 73Min: 65 / Avg: 73.23 / Max: 79Min: 57 / Avg: 65.5 / Max: 71

OpenBenchmarking.orgWatts, Fewer Is BetterNVIDIA GPU Cloud TensorFlow 18.09System Power Consumption MonitorGeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti60120180240300Min: 44.4 / Avg: 159.81 / Max: 198.1Min: 47.9 / Avg: 188.49 / Max: 232.2Min: 43.1 / Avg: 188.27 / Max: 231.2Min: 124.1 / Avg: 233.77 / Max: 303.8Min: 59.1 / Avg: 264.67 / Max: 341.2

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti1632486480Min: 38 / Avg: 71.24 / Max: 84Min: 32 / Avg: 57.12 / Max: 71Min: 36 / Avg: 61.58 / Max: 74Min: 36 / Avg: 53.74 / Max: 65Min: 31 / Avg: 62.45 / Max: 77Min: 40 / Avg: 68.6 / Max: 81Min: 37 / Avg: 60.46 / Max: 73

System Power Consumption Monitor

OpenBenchmarking.orgWattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringGeForce GTX 980 TiGeForce GTX 1060GeForce GTX 1070GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti60120180240300Min: 50.4 / Avg: 198.17 / Max: 318Min: 40.9 / Avg: 130.9 / Max: 184.9Min: 43.6 / Avg: 151 / Max: 209.3Min: 47.2 / Avg: 165.34 / Max: 247.8Min: 41.4 / Avg: 166.09 / Max: 250.2Min: 47.8 / Avg: 220.88 / Max: 322.2Min: 56.8 / Avg: 224.04 / Max: 343.5

NVIDIA GPU Cloud TensorFlow

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: ResNet-50, FP16GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.10130.20260.30390.40520.50650.450.350.390.381. GeForce GTX 1070 Ti: $419 reported cost.2. GeForce GTX 1080: $549 reported cost.3. GeForce GTX 1080 Ti: $699 reported cost.4. GeForce RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: ResNet-50, FP32GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.07430.14860.22290.29720.37150.330.260.300.241. GeForce GTX 1070 Ti: $419 reported cost.2. GeForce GTX 1080: $549 reported cost.3. GeForce GTX 1080 Ti: $699 reported cost.4. GeForce RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: AlexNet, FP16GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.9631.9262.8893.8524.8154.283.423.833.681. GeForce GTX 1070 Ti: $419 reported cost.2. GeForce GTX 1080: $549 reported cost.3. GeForce GTX 1080 Ti: $699 reported cost.4. GeForce RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: Googlenet, FP16GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.2430.4860.7290.9721.2151.080.830.900.841. GeForce GTX 1070 Ti: $419 reported cost.2. GeForce GTX 1080: $549 reported cost.3. GeForce GTX 1080 Ti: $699 reported cost.4. GeForce RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: Inception v4, FP16GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.02930.05860.08790.11720.14650.130.100.110.111. GeForce GTX 1070 Ti: $419 reported cost.2. GeForce GTX 1080: $549 reported cost.3. GeForce GTX 1080 Ti: $699 reported cost.4. GeForce RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: VGG-16, FP16GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.04730.09460.14190.18920.23650.210.170.190.171. GeForce GTX 1070 Ti: $419 reported cost.2. GeForce GTX 1080: $549 reported cost.3. GeForce GTX 1080 Ti: $699 reported cost.4. GeForce RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: VGG-16, FP32GeForce GTX 1070 TiGeForce GTX 1080GeForce GTX 1080 TiGeForce RTX 2080 Ti0.04280.08560.12840.17120.2140.190.150.170.131. GeForce GTX 1070 Ti: $419 reported cost.2. GeForce GTX 1080: $549 reported cost.3. GeForce GTX 1080 Ti: $699 reported cost.4. GeForce RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: Googlenet, FP32GeForce GTX 1080 TiGeForce RTX 2080 Ti0.17780.35560.53340.71120.8890.790.631. GeForce GTX 1080 Ti: $699 reported cost.2. GeForce RTX 2080 Ti: $1199 reported cost.

OpenBenchmarking.orgImages Per Second Per Dollar, More Is BetterNVIDIA GPU Cloud TensorFlow 18.09Performance / Cost - Test: Inception v4, FP32GeForce GTX 1080 TiGeForce RTX 2080 Ti0.02030.04060.06090.08120.10150.090.071. GeForce GTX 1080 Ti: $699 reported cost.2. GeForce RTX 2080 Ti: $1199 reported cost.

47 Results Shown

NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow:
  ResNet-50, FP16
  GPU Temp Monitor
  System Power Consumption Monitor
NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow:
  ResNet-50, FP32
  GPU Temp Monitor
  System Power Consumption Monitor
NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow:
  AlexNet, FP16
  GPU Temp Monitor
  System Power Consumption Monitor
NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow:
  Googlenet, FP16
  GPU Temp Monitor
  System Power Consumption Monitor
NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow:
  Googlenet, FP32
  GPU Temp Monitor
  System Power Consumption Monitor
NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow:
  Inception v4, FP16
  GPU Temp Monitor
  System Power Consumption Monitor
NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow:
  Inception v4, FP32
  GPU Temp Monitor
  System Power Consumption Monitor
NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow:
  VGG-16, FP16
  GPU Temp Monitor
  System Power Consumption Monitor
NVIDIA GPU Cloud TensorFlow
NVIDIA GPU Cloud TensorFlow:
  VGG-16, FP32
  GPU Temp Monitor
  System Power Consumption Monitor
  Phoronix Test Suite System Monitoring
  Phoronix Test Suite System Monitoring
  Performance / Cost - ResNet-50, FP16
  Performance / Cost - ResNet-50, FP32
  Performance / Cost - AlexNet, FP16
  Performance / Cost - Googlenet, FP16
  Performance / Cost - Inception v4, FP16
  Performance / Cost - VGG-16, FP16
  Performance / Cost - VGG-16, FP32
  Performance / Cost - Googlenet, FP32
  Performance / Cost - Inception v4, FP32

GeForce GTX 980 Ti

Processor: Intel Core i7-8086K @ 5.00GHz (6 Cores / 12 Threads), Motherboard: ASUS PRIME Z370-A (1002 BIOS), Chipset: Intel Device 3ec2, Memory: 16384MB, Disk: 525GB SABRENT + 118GB INTEL SSDPEK1W120GA, Graphics: NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

OS: Ubuntu 18.04, Kernel: 4.19.0-041900rc6-generic (x86_64) 20180930, Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.57, OpenGL: 4.6.0, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

Processor Notes: Scaling Governor: intel_pstate performance
Security Notes: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable

Testing initiated at 7 October 2018 13:11 by user pts.

GeForce GTX 1060

Processor: Intel Core i7-8086K @ 5.00GHz (6 Cores / 12 Threads), Motherboard: ASUS PRIME Z370-A (1002 BIOS), Chipset: Intel Device 3ec2, Memory: 16384MB, Disk: 525GB SABRENT + 118GB INTEL SSDPEK1W120GA, Graphics: NVIDIA GeForce GTX 1060 6GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

OS: Ubuntu 18.04, Kernel: 4.19.0-041900rc6-generic (x86_64) 20180930, Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.57, OpenGL: 4.6.0, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

Processor Notes: Scaling Governor: intel_pstate performance
Security Notes: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable

Testing initiated at 7 October 2018 11:37 by user pts.

GeForce GTX 1070

Processor: Intel Core i7-8086K @ 5.00GHz (6 Cores / 12 Threads), Motherboard: ASUS PRIME Z370-A (1002 BIOS), Chipset: Intel Device 3ec2, Memory: 16384MB, Disk: 525GB SABRENT + 118GB INTEL SSDPEK1W120GA, Graphics: NVIDIA GeForce GTX 1070 8GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

OS: Ubuntu 18.04, Kernel: 4.19.0-041900rc6-generic (x86_64) 20180930, Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.57, OpenGL: 4.6.0, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

Processor Notes: Scaling Governor: intel_pstate performance
Security Notes: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable

Testing initiated at 7 October 2018 12:33 by user pts.

GeForce GTX 1070 Ti

Processor: Intel Core i7-8086K @ 5.00GHz (6 Cores / 12 Threads), Motherboard: ASUS PRIME Z370-A (1002 BIOS), Chipset: Intel Device 3ec2, Memory: 16384MB, Disk: 525GB SABRENT + 118GB INTEL SSDPEK1W120GA, Graphics: Zotac NVIDIA GeForce GTX 1070 Ti 8GB (1607/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

OS: Ubuntu 18.04, Kernel: 4.19.0-041900rc6-generic (x86_64) 20180930, Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.57, OpenGL: 4.6.0, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

Processor Notes: Scaling Governor: intel_pstate performance
Security Notes: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable

Testing initiated at 7 October 2018 15:58 by user pts.

GeForce GTX 1080

Processor: Intel Core i7-8086K @ 5.00GHz (6 Cores / 12 Threads), Motherboard: ASUS PRIME Z370-A (1002 BIOS), Chipset: Intel Device 3ec2, Memory: 16384MB, Disk: 525GB SABRENT + 118GB INTEL SSDPEK1W120GA, Graphics: NVIDIA GeForce GTX 1080 8GB (1607/5005MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

OS: Ubuntu 18.04, Kernel: 4.19.0-041900rc6-generic (x86_64) 20180930, Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.57, OpenGL: 4.6.0, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

Processor Notes: Scaling Governor: intel_pstate performance
Security Notes: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable

Testing initiated at 7 October 2018 13:47 by user pts.

GeForce GTX 1080 Ti

Processor: Intel Core i7-8086K @ 5.00GHz (6 Cores / 12 Threads), Motherboard: ASUS PRIME Z370-A (1002 BIOS), Chipset: Intel Device 3ec2, Memory: 16384MB, Disk: 525GB SABRENT + 118GB INTEL SSDPEK1W120GA, Graphics: NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

OS: Ubuntu 18.04, Kernel: 4.19.0-041900rc6-generic (x86_64) 20180930, Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.57, OpenGL: 4.6.0, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

Processor Notes: Scaling Governor: intel_pstate performance
Security Notes: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable

Testing initiated at 7 October 2018 11:03 by user pts.

GeForce RTX 2080 Ti

Processor: Intel Core i7-8086K @ 5.00GHz (6 Cores / 12 Threads), Motherboard: ASUS PRIME Z370-A (1002 BIOS), Chipset: Intel Device 3ec2, Memory: 16384MB, Disk: 525GB SABRENT + 118GB INTEL SSDPEK1W120GA, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection

OS: Ubuntu 18.04, Kernel: 4.19.0-041900rc6-generic (x86_64) 20180930, Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.57, OpenGL: 4.6.0, Compiler: GCC 7.3.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160

Processor Notes: Scaling Governor: intel_pstate performance
Security Notes: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable

Testing initiated at 7 October 2018 09:50 by user pts.

Zotac RTX 2080 Amp

Processor: Intel Core i7-8086K @ 5.10GHz (6 Cores / 12 Threads), Motherboard: ASRock Z370 Extreme4 (P3.10 BIOS), Chipset: Intel Device 3ec2, Memory: 16384MB, Disk: 4001GB Western Digital WD40EMRX-82U + 1500GB EARS-00Z5B1 + 240GB Force MP300 + 1000GB Samsung SSD 970 EVO 1TB, Graphics: Zotac NVIDIA GeForce RTX 2080 8192MB (1515/7489MHz), Audio: Realtek ALC1220, Monitor: VX2439wm, Network: Intel Connection

OS: LinuxMint 19, Kernel: 4.19.0-rc7-vhm (x86_64) 20181008, Desktop: Cinnamon 3.8.9, Display Server: X Server 1.19.6, Display Driver: NVIDIA 410.57, OpenGL: 4.6.0, Compiler: GCC 8.2.0, File-System: ext4, Screen Resolution: 1920x1080

Processor Notes: Scaling Governor: intel_pstate performance
Security Notes: KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW + SSB disabled via prctl and seccomp + PTE Inversion

Testing initiated at 8 October 2018 21:42 by user skeetre.