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Benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2012124-HA-BAR27741870&grr.

ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionRX 6800RX Vega 56RX 6800 XTRX 5700 XT Off On Off On On Off Off OnAMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (3003 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600 + 2000GBAMD SIENNA_CICHLID 16GB (2475/1000MHz)AMD Device ab28ASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.10.0-051000rc6daily20201205-generic (x86_64) 20201204GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.6 Mesa 21.0.0-devel (git-1a53572 2020-12-09 focal-oibaf-ppa) (LLVM 11.0.0)1.2.145GCC 9.3.0ext43840x2160AMD Radeon RX 56/64 8GB (1590/800MHz)AMD Vega 10 HDMI AudioAMD SIENNA_CICHLID 16GB (2575/1000MHz)AMD Device ab28AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (2100/875MHz)AMD Navi 10 HDMI AudioOpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

f12017: 2560 x 1440 - High - TAAshadowofthetombraider: 2560 x 1440 - Highest - Offshadowofthetombraider: 2560 x 1440 - Highest - SMAAT2xunigine-heaven: 2560 x 1440 - Fullscreen - OpenGLhitman2: 2560 x 1440 - Ultrahitman2: 2560 x 1440 - Mediumunigine-valley: 2560 x 1440 - Fullscreen - OpenGLunigine-super: 2560 x 1440 - Fullscreen - Ultra - OpenGLunigine-super: 2560 x 1440 - Fullscreen - High - OpenGLf12017: 2560 x 1440 - Ultra High - TAAunigine-super: 2560 x 1440 - Fullscreen - Medium - OpenGLxplane11: 2560 x 1440 - High - Vulkanbatman-knight: 2560 x 1440 - Hightwtk: 2560 x 1440 - Ultra - Battle Benchmarkthronesofbritannia: 2560 x 1440 - Highthronesofbritannia: 2560 x 1440 - Extremetww2: 2560 x 1440 - High - Fallen Gates Battletww2: 2560 x 1440 - Ultra - Fallen Gates Battlerealsr-ncnn: 4x - Yesncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU - squeezenetbasemark: Vulkan - 2560 x 1440 - Highvkfft: dota2: 3840 x 2160 - Vulkanbetsy: ETC2 RGB - Highestrealsr-ncnn: 4x - Nobetsy: ETC1 - Highestwaifu2x-ncnn: 2x - 3 - YesRX 6800RX Vega 56RX 6800 XTRX 5700 XT Off On Off On On Off Off On186126.8126.7183.339112.35121.71193.34335.491.1140130.8152.84200.3365.2142.864.9123.395.232.3708.043.323.941.2210.773.160.685.021.661.472.401.626.972.71186.1344827175.13.9155.8343.6053.485180126.8126.9185.027113.25122.88190.47835.491.4139131.3148.12193.6671.9141.465.2129.098.532.5168.483.364.051.2710.833.150.695.041.711.452.391.656.932.66186.7145673174.33.7785.8213.4053.47111960.560.571.768965.0770.3177.610115.1369052.3149.3793.1330.090.031.358.644.965.6339.766.104.082.1410.405.670.889.152.692.313.542.525.994.64109.6018450103.37.4239.8676.4597.03211958.958.969.883864.1469.1375.278514.635.08950.8106.5692.9432.188.130.358.744.668.16911.056.544.392.3611.266.181.039.723.022.673.912.866.855.02106.8318548104.37.25810.6446.1207.347176147.2146.9215.071114.57126.41196.56342.6107.7138155.4150.37213.4083.6152.073.0147.4112.931.0838.023.213.581.179.812.980.754.761.741.462.291.576.902.76221.9551683173.53.2185.6702.9193.271175146.8146.7214.440113.02121.78198.58742.5107.5137155.2147.19213.0173.6151.172.7139.9108.630.9188.033.083.671.189.943.090.794.831.641.702.221.567.022.50221.6551872172.23.2545.6682.9503.25716583.183.195.034582.3589.01108.08719.750.512276152.31125.4241.0117.036.676.359.258.6707.474.574.881.6512.793.850.836.132.081.772.851.955.913.15139.0220956134.55.8049.0065.1395.10316383.283.295.241485.0791.80108.38219.750.512476156.67127.0744.5117.736.779.461.058.6227.534.625.031.5212.733.910.826.202.201.732.851.975.963.18139.1221090136.45.6609.0335.0445.095OpenBenchmarking.org

F1 2017

Resolution: 2560 x 1440 - Graphics Preset: High - Anti Aliasing: TAA

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterF1 2017Resolution: 2560 x 1440 - Graphics Preset: High - Anti Aliasing: TAAOffOn4080120160200SE +/- 0.67, N = 3SE +/- 1.72, N = 9SE +/- 1.76, N = 3SE +/- 2.03, N = 3186180119119176175165163

Shadow of the Tomb Raider

Resolution: 2560 x 1440 - Graphics Preset: Highest - Anti Aliasing: Off

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterShadow of the Tomb RaiderResolution: 2560 x 1440 - Graphics Preset: Highest - Anti Aliasing: OffOffOn306090120150SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3126.8126.860.558.9147.2146.883.183.2

Shadow of the Tomb Raider

Resolution: 2560 x 1440 - Graphics Preset: Highest - Anti Aliasing: SMAAT2x

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterShadow of the Tomb RaiderResolution: 2560 x 1440 - Graphics Preset: Highest - Anti Aliasing: SMAAT2xOffOn306090120150SE +/- 0.13, N = 3SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3126.7126.960.558.9146.9146.783.183.2

Unigine Heaven

Resolution: 2560 x 1440 - Mode: Fullscreen - Renderer: OpenGL

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Heaven 4.0Resolution: 2560 x 1440 - Mode: Fullscreen - Renderer: OpenGLOffOn50100150200250SE +/- 0.18, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.39, N = 3SE +/- 0.47, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3183.34185.0371.7769.88215.07214.4495.0395.24

HITMAN 2

Resolution: 2560 x 1440 - Quality Level: Ultra - Total Frame Time

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgMilliseconds, Fewer Is BetterHITMAN 2Resolution: 2560 x 1440 - Quality Level: Ultra - Total Frame TimeOffOn1122334455Min: 3.15 / Avg: 8.84 / Max: 44.76Min: 2.94 / Avg: 8.83 / Max: 54.77Min: 6.67 / Avg: 15.35 / Max: 29.01Min: 6.54 / Avg: 15.55 / Max: 32.21Min: 3 / Avg: 8.53 / Max: 50.99Min: 2.82 / Avg: 8.82 / Max: 53.11Min: 4.92 / Avg: 12.14 / Max: 36.11Min: 4.91 / Avg: 11.76 / Max: 41.74

HITMAN 2

Resolution: 2560 x 1440 - Quality Level: Ultra

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterHITMAN 2Resolution: 2560 x 1440 - Quality Level: UltraOffOn306090120150SE +/- 0.42, N = 3SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 1.66, N = 3SE +/- 1.26, N = 7SE +/- 0.02, N = 3SE +/- 0.08, N = 3112.35113.2565.0764.14114.57113.0282.3585.07

HITMAN 2

Resolution: 2560 x 1440 - Quality Level: Medium - Total Frame Time

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgMilliseconds, Fewer Is BetterHITMAN 2Resolution: 2560 x 1440 - Quality Level: Medium - Total Frame TimeOffOn918273645Min: 3.1 / Avg: 8.2 / Max: 35.1Min: 2.97 / Avg: 8.2 / Max: 38.12Min: 6.39 / Avg: 14.21 / Max: 27.47Min: 6.02 / Avg: 14.49 / Max: 28.85Min: 3.17 / Avg: 7.85 / Max: 41.82Min: 3.11 / Avg: 8.21 / Max: 42.23Min: 4.8 / Avg: 11.23 / Max: 28.62Min: 4.84 / Avg: 10.89 / Max: 31.58

HITMAN 2

Resolution: 2560 x 1440 - Quality Level: Medium

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterHITMAN 2Resolution: 2560 x 1440 - Quality Level: MediumOffOn306090120150SE +/- 0.19, N = 3SE +/- 0.65, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.52, N = 3SE +/- 0.48, N = 3SE +/- 0.37, N = 3SE +/- 0.07, N = 3121.71122.8870.3169.13126.41121.7889.0191.80

Unigine Valley

Resolution: 2560 x 1440 - Mode: Fullscreen - Renderer: OpenGL

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Valley 1.0Resolution: 2560 x 1440 - Mode: Fullscreen - Renderer: OpenGLOffOn4080120160200SE +/- 1.06, N = 3SE +/- 0.57, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.73, N = 3SE +/- 1.73, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3193.34190.4877.6175.28196.56198.59108.09108.38

Unigine Superposition

Resolution: 2560 x 1440 - Mode: Fullscreen - Quality: Ultra - Renderer: OpenGL

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 2560 x 1440 - Mode: Fullscreen - Quality: Ultra - Renderer: OpenGLOffOn1020304050SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 335.435.415.114.642.642.519.719.7

Unigine Superposition

Resolution: 2560 x 1440 - Mode: Fullscreen - Quality: High - Renderer: OpenGL

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 2560 x 1440 - Mode: Fullscreen - Quality: High - Renderer: OpenGLOffOn20406080100SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 391.191.436.035.0107.7107.550.550.5

F1 2017

Resolution: 2560 x 1440 - Graphics Preset: Ultra High - Anti Aliasing: TAA

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterF1 2017Resolution: 2560 x 1440 - Graphics Preset: Ultra High - Anti Aliasing: TAAOffOn306090120150SE +/- 2.40, N = 3SE +/- 2.00, N = 3SE +/- 0.33, N = 3SE +/- 1.53, N = 3SE +/- 1.45, N = 31401399089138137122124

Unigine Superposition

Resolution: 2560 x 1440 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGL

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 2560 x 1440 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGLOffOn306090120150SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3130.8131.352.350.8155.4155.276.076.0

X-Plane

Resolution: 2560 x 1440 - Quality: High - Renderer: Vulkan - Per Frame Timing

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterX-Plane 11Resolution: 2560 x 1440 - Quality: High - Renderer: Vulkan - Per Frame TimingOffOn3691215Min: 0.99 / Avg: 3.1 / Max: 4.81Min: 0.86 / Avg: 3.2 / Max: 4.88Min: 2.72 / Avg: 4.67 / Max: 6.26Min: 2.88 / Avg: 4.91 / Max: 6.35Min: 0.74 / Avg: 3.15 / Max: 4.39Min: 0.74 / Avg: 3.31 / Max: 4.6Min: 0.94 / Avg: 3.85 / Max: 5.23Min: 0.81 / Avg: 3.86 / Max: 5.11

X-Plane

Resolution: 2560 x 1440 - Quality: High - Renderer: Vulkan

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterX-Plane 11Resolution: 2560 x 1440 - Quality: High - Renderer: VulkanOffOn306090120150SE +/- 1.22, N = 3SE +/- 0.81, N = 3SE +/- 0.58, N = 3SE +/- 1.60, N = 15SE +/- 0.92, N = 3SE +/- 0.32, N = 3SE +/- 1.08, N = 3SE +/- 1.00, N = 3152.84148.12149.37106.56150.37147.19152.31156.67

Batman: Arkham Knight

Resolution: 2560 x 1440 - Quality: High

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterBatman: Arkham KnightResolution: 2560 x 1440 - Quality: HighOffOn50100150200250SE +/- 0.60, N = 3SE +/- 1.47, N = 3SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 1.08, N = 3SE +/- 0.70, N = 3SE +/- 0.12, N = 3SE +/- 1.85, N = 3200.33193.6693.1392.94213.40213.01125.42127.07

Total War: Three Kingdoms

Resolution: 2560 x 1440 - Graphics Preset: Ultra - Scenario: Battle Benchmark - Total Frame Time

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgMilliseconds, Fewer Is BetterTotal War: Three Kingdoms 1.0.1Resolution: 2560 x 1440 - Graphics Preset: Ultra - Scenario: Battle Benchmark - Total Frame TimeOffOn306090120150Min: 6.2 / Avg: 15.32 / Max: 146.8Min: 6.2 / Avg: 14.03 / Max: 73.2Min: 5.2 / Avg: 33.29 / Max: 88.7Min: 7 / Avg: 31.33 / Max: 93.4Min: 5.2 / Avg: 11.91 / Max: 71.7Min: 4.6 / Avg: 13.57 / Max: 73Min: 5.7 / Avg: 24.19 / Max: 90Min: 5.4 / Avg: 22.4 / Max: 69.7

Total War: Three Kingdoms

Resolution: 2560 x 1440 - Graphics Preset: Ultra - Scenario: Battle Benchmark

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterTotal War: Three Kingdoms 1.0.1Resolution: 2560 x 1440 - Graphics Preset: Ultra - Scenario: Battle BenchmarkOffOn20406080100SE +/- 0.06, N = 3SE +/- 0.32, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.32, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 365.271.930.032.183.673.641.044.5

A Total War Saga: THRONES OF BRITANNIA

Resolution: 2560 x 1440 - Graphics Preset: High - Total Frame Time

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgMilliseconds, Fewer Is BetterA Total War Saga: THRONES OF BRITANNIAResolution: 2560 x 1440 - Graphics Preset: High - Total Frame TimeOffOn60120180240300Min: 3.5 / Avg: 6.96 / Max: 221.8Min: 3.8 / Avg: 6.99 / Max: 224.6Min: 6.7 / Avg: 11.13 / Max: 220.7Min: 6.9 / Avg: 11.41 / Max: 342.8Min: 3.7 / Avg: 6.61 / Max: 223.4Min: 3.4 / Avg: 6.44 / Max: 220.9Min: 4.8 / Avg: 8.52 / Max: 219.8Min: 4.9 / Avg: 8.54 / Max: 220.6

A Total War Saga: THRONES OF BRITANNIA

Resolution: 2560 x 1440 - Graphics Preset: High

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterA Total War Saga: THRONES OF BRITANNIAResolution: 2560 x 1440 - Graphics Preset: HighOffOn306090120150SE +/- 0.46, N = 3SE +/- 0.80, N = 3SE +/- 0.21, N = 3SE +/- 0.37, N = 3SE +/- 0.72, N = 3SE +/- 2.11, N = 3SE +/- 0.50, N = 3SE +/- 0.95, N = 3142.8141.490.088.1152.0151.1117.0117.7

A Total War Saga: THRONES OF BRITANNIA

Resolution: 2560 x 1440 - Graphics Preset: Extreme - Total Frame Time

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgMilliseconds, Fewer Is BetterA Total War Saga: THRONES OF BRITANNIAResolution: 2560 x 1440 - Graphics Preset: Extreme - Total Frame TimeOffOn4080120160200Min: 9.1 / Avg: 15.29 / Max: 223.5Min: 8.8 / Avg: 15.27 / Max: 223.5Min: 9.4 / Avg: 32.14 / Max: 223.1Min: 11.7 / Avg: 33.06 / Max: 221.2Min: 8.7 / Avg: 13.67 / Max: 220.2Min: 8.7 / Avg: 13.69 / Max: 224.6Min: 9.6 / Avg: 27.39 / Max: 223.2Min: 8.6 / Avg: 27.27 / Max: 222.6

A Total War Saga: THRONES OF BRITANNIA

Resolution: 2560 x 1440 - Graphics Preset: Extreme

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterA Total War Saga: THRONES OF BRITANNIAResolution: 2560 x 1440 - Graphics Preset: ExtremeOffOn1632486480SE +/- 0.27, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 364.965.231.330.373.072.736.636.7

Total War: WARHAMMER II

Resolution: 2560 x 1440 - Graphics Preset: High - Scenario: Fallen Gates Battle

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterTotal War: WARHAMMER II 1.0Resolution: 2560 x 1440 - Graphics Preset: High - Scenario: Fallen Gates BattleOffOn306090120150SE +/- 0.32, N = 3SE +/- 0.40, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.21, N = 3SE +/- 0.34, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3123.3129.058.658.7147.4139.976.379.4

Total War: WARHAMMER II

Resolution: 2560 x 1440 - Graphics Preset: Ultra - Scenario: Fallen Gates Battle

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterTotal War: WARHAMMER II 1.0Resolution: 2560 x 1440 - Graphics Preset: Ultra - Scenario: Fallen Gates BattleOffOn306090120150SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 395.298.544.944.6112.9108.659.261.0

RealSR-NCNN

Scale: 4x - TAA: Yes

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesOffOn1530456075SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 332.3732.5265.6368.1731.0830.9258.6758.62

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyOffOn3691215SE +/- 0.08, N = 15SE +/- 0.03, N = 15SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 78.048.489.7611.058.028.037.477.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50OffOn246810SE +/- 0.03, N = 15SE +/- 0.01, N = 15SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.11, N = 73.323.366.106.543.213.084.574.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetOffOn1.13182.26363.39544.52725.659SE +/- 0.03, N = 15SE +/- 0.06, N = 15SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 73.944.054.084.393.583.674.885.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18OffOn0.5311.0621.5932.1242.655SE +/- 0.03, N = 15SE +/- 0.02, N = 15SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 71.221.272.142.361.171.181.651.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16OffOn3691215SE +/- 0.02, N = 15SE +/- 0.02, N = 15SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 710.7710.8310.4011.269.819.9412.7912.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetOffOn246810SE +/- 0.03, N = 15SE +/- 0.03, N = 15SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 73.163.155.676.182.983.093.853.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceOffOn0.23180.46360.69540.92721.159SE +/- 0.02, N = 15SE +/- 0.01, N = 15SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 70.680.690.881.030.750.790.830.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0OffOn3691215SE +/- 0.05, N = 15SE +/- 0.03, N = 15SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 75.025.049.159.724.764.836.136.201. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetOffOn0.67951.3592.03852.7183.3975SE +/- 0.02, N = 15SE +/- 0.03, N = 15SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 71.661.712.693.021.741.642.082.201. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2OffOn0.60081.20161.80242.40323.004SE +/- 0.04, N = 14SE +/- 0.01, N = 15SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 71.471.452.312.671.461.701.771.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3OffOn0.87981.75962.63943.51924.399SE +/- 0.05, N = 15SE +/- 0.02, N = 15SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 72.402.393.543.912.292.222.852.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2OffOn0.64351.2871.93052.5743.2175SE +/- 0.03, N = 15SE +/- 0.02, N = 15SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 71.621.652.522.861.571.561.951.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetOffOn246810SE +/- 0.22, N = 15SE +/- 0.21, N = 15SE +/- 0.02, N = 3SE +/- 0.19, N = 3SE +/- 0.39, N = 3SE +/- 0.62, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 76.976.935.996.856.907.025.915.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetOffOn1.12952.2593.38854.5185.6475SE +/- 0.04, N = 15SE +/- 0.02, N = 15SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 72.712.664.645.022.762.503.153.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Basemark GPU

Renderer: Vulkan - Resolution: 2560 x 1440 - Graphics Preset: High

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFPS, More Is BetterBasemark GPU 1.2Renderer: Vulkan - Resolution: 2560 x 1440 - Graphics Preset: HighOffOn50100150200250SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3186.13186.71109.60106.83221.95221.65139.02139.12

VkFFT

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29OffOn11K22K33K44K55KSE +/- 380.37, N = 3SE +/- 69.83, N = 3SE +/- 93.10, N = 3SE +/- 14.26, N = 3SE +/- 224.26, N = 3SE +/- 249.29, N = 3SE +/- 41.49, N = 3SE +/- 22.78, N = 34482745673184501854851683518722095621090

Dota 2

Resolution: 3840 x 2160 - Renderer: Vulkan

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgFrames Per Second, More Is BetterDota 2Resolution: 3840 x 2160 - Renderer: VulkanOffOn4080120160200SE +/- 2.20, N = 5SE +/- 0.33, N = 3SE +/- 0.37, N = 3SE +/- 0.12, N = 3SE +/- 1.41, N = 3SE +/- 0.95, N = 3SE +/- 1.13, N = 3SE +/- 0.26, N = 3175.1174.3103.3104.3173.5172.2134.5136.4

Betsy GPU Compressor

Codec: ETC2 RGB - Quality: Highest

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestOffOn246810SE +/- 0.145, N = 15SE +/- 0.008, N = 3SE +/- 0.143, N = 14SE +/- 0.064, N = 3SE +/- 0.001, N = 3SE +/- 0.015, N = 3SE +/- 0.154, N = 15SE +/- 0.004, N = 33.9153.7787.4237.2583.2183.2545.8045.6601. (CXX) g++ options: -O3 -O2 -lpthread -ldl

RealSR-NCNN

Scale: 4x - TAA: No

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoOffOn3691215SE +/- 0.058, N = 3SE +/- 0.019, N = 3SE +/- 0.029, N = 3SE +/- 0.100, N = 15SE +/- 0.005, N = 3SE +/- 0.019, N = 3SE +/- 0.029, N = 3SE +/- 0.018, N = 35.8345.8219.86710.6445.6705.6689.0069.033

Betsy GPU Compressor

Codec: ETC1 - Quality: Highest

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestOffOn246810SE +/- 0.149, N = 15SE +/- 0.006, N = 3SE +/- 0.143, N = 15SE +/- 0.019, N = 3SE +/- 0.010, N = 3SE +/- 0.007, N = 3SE +/- 0.159, N = 15SE +/- 0.052, N = 33.6053.4056.4596.1202.9192.9505.1395.0441. (CXX) g++ options: -O3 -O2 -lpthread -ldl

Waifu2x-NCNN Vulkan

Scale: 2x - Denoise: 3 - TAA: Yes

RX 6800RX Vega 56RX 6800 XTRX 5700 XTOpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesOffOn246810SE +/- 0.019, N = 3SE +/- 0.003, N = 3SE +/- 0.013, N = 3SE +/- 0.077, N = 3SE +/- 0.012, N = 3SE +/- 0.003, N = 3SE +/- 0.015, N = 3SE +/- 0.009, N = 33.4853.4717.0327.3473.2713.2575.1035.095

Phoronix Test Suite v10.8.4