Linux Kernels Lenovo ThinkPad P14s Gen 4 AMD

Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2309279-NE-LINUXKERN20
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Encoding 8 Tests
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HPC - High Performance Computing 3 Tests
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Linux 6.4.16
September 26 2023
  5 Hours, 38 Minutes
Linux 6.5.5
September 27 2023
  5 Hours, 49 Minutes
Linux 6.6 Git
September 27 2023
  6 Hours, 37 Minutes
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Linux Kernels Lenovo ThinkPad P14s Gen 4 AMDProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionLinux 6.4.16Linux 6.5.5Linux 6.6 GitAMD Ryzen 7 PRO 7840U @ 3.30GHz (8 Cores / 16 Threads)LENOVO 21K5001JUS (R2FET33W_0921_3 1.13 BIOS)AMD Device 14e860GB1024GB Kioxia KXG8AZNV1T02 LAAMD Phoenix1 4GB (2700/800MHz)AMD Rembrandt Radeon HD AudioRealtek RTL8111/8168/8411 + Qualcomm QCNFA765Ubuntu 23.106.4.16-060416-generic (x86_64)GNOME Shell 45.0X Server 1.21.1.7 + Wayland4.6 Mesa 23.1.7-1ubuntu1 (LLVM 15.0.7 DRM 3.52)GCC 13.2.0ext42880x1800AMD Ryzen 7 PRO 7840U @ 5.13GHz (8 Cores / 16 Threads)6.5.5-060505-generic (x86_64)4.6 Mesa 23.1.7-1ubuntu1 (LLVM 15.0.7 DRM 3.54)6.6.0-060600rc3daily20230925-generic (x86_64)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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- Linux 6.4.16: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - Platform Profile: balanced - CPU Microcode: 0xa704103 - ACPI Profile: balanced- Linux 6.5.5: Scaling Governor: amd-pstate-epp powersave (EPP: performance) - Platform Profile: balanced - CPU Microcode: 0xa704103 - ACPI Profile: balanced- Linux 6.6 Git: Scaling Governor: amd-pstate-epp powersave (EPP: performance) - Platform Profile: balanced - CPU Microcode: 0xa704103 - ACPI Profile: balancedGraphics Details- GLAMOR - BAR1 / Visible vRAM Size: 4096 MB - vBIOS Version: 113-PHXGENERIC-001Python Details- Python 3.11.5Security Details- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Linux 6.4.16Linux 6.5.5Linux 6.6 GitResult OverviewPhoronix Test Suite100%102%104%106%WireGuard + Linux Networking Stack Stress TestTensorFlowSeleniumOpenRadiossSVT-HEVCx265GIMPAOM AV1Timed Mesa CompilationSVT-AV1VVenCBlenderXonoticLuxCoreRender7-Zip CompressionTimed Linux Kernel CompilationTimed Godot Game Engine CompilationUnigine SuperpositionRawTherapeeOCRMyPDFDarktable3DMark Wild Life ExtremeGLmark2uvg266TesseractGNU Octave BenchmarkVKMarkTesseract OCRZstd CompressionSVT-VP9Kvazaar

Linux 6.4.16Linux 6.5.5Linux 6.6 GitPer Watt Result OverviewPhoronix Test Suite100%102%104%105%TensorFlowAOM AV1SeleniumSVT-HEVCVKMarkLuxCoreRenderKvazaarTesseract3DMark Wild Life ExtremeVVenC7-Zip CompressionXonoticGLmark2x265SVT-AV1Unigine SuperpositionSVT-VP9Zstd Compressionuvg266Meta Performance Per WattsP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

Linux Kernels Lenovo ThinkPad P14s Gen 4 AMDopenradioss: INIVOL and Fluid Structure Interaction Drop Containersvt-hevc: 1 - Bosphorus 4Kbuild-godot: Time To Compileopenradioss: Bird Strike on Windshieldxonotic: 2880 x 1800 - Ultimateopenradioss: Rubber O-Ring Seal Installationwireguard: openradioss: Bumper Beamselenium: Jetstream 2 - Firefoxunigine-super: 2880 x 1800 - Fullscreen - Low - OpenGLxonotic: 2880 x 1800 - Ultraluxcorerender: Danish Mood - CPUxonotic: 2880 x 1800 - Hightensorflow: CPU - 32 - ResNet-50blender: BMW27 - CPU-Onlyvvenc: Bosphorus 4K - Fastvkmark: 2880 x 1800 - Mailboxopenradioss: Cell Phone Drop Testbuild-linux-kernel: defconfiguvg266: Bosphorus 4K - Slowglmark2: 2880 x 1800uvg266: Bosphorus 4K - Mediumx265: Bosphorus 4Kvvenc: Bosphorus 4K - Fasterkvazaar: Bosphorus 4K - Slowxonotic: 2880 x 1800 - Lowkvazaar: Bosphorus 4K - Mediumselenium: Jetstream 2 - Google Chromecompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedluxcorerender: Orange Juice - CPUcompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speed3dmark: 2880 x 1800build-mesa: Time To Compileluxcorerender: LuxCore Benchmark - CPUluxcorerender: DLSC - CPUrawtherapee: Total Benchmark Timesvt-av1: Preset 4 - Bosphorus 4Kselenium: Speedometer - Firefoxaom-av1: Speed 11 Realtime - Bosphorus 4Kselenium: Speedometer - Google Chromeaom-av1: Speed 10 Realtime - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Kuvg266: Bosphorus 4K - Very Fastselenium: PSPDFKit WASM - Firefoxuvg266: Bosphorus 4K - Super Fasttesseract: 2880 x 1800aom-av1: Speed 9 Realtime - Bosphorus 4Kselenium: PSPDFKit WASM - Google Chromekvazaar: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Ultra Fastcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingselenium: Kraken - Firefoxsvt-vp9: Visual Quality Optimized - Bosphorus 4Kkvazaar: Bosphorus 4K - Super Fasttesseract-ocr: Time To OCR 7 Imagesselenium: WASM collisionDetection - Firefoxgimp: unsharp-maskluxcorerender: Rainbow Colors and Prism - CPUsvt-av1: Preset 8 - Bosphorus 4Kgimp: resizeselenium: Kraken - Google Chromegimp: auto-levelssvt-vp9: VMAF Optimized - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 4Kgimp: rotateselenium: WASM imageConvolute - Firefoxkvazaar: Bosphorus 4K - Ultra Fastsvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Kselenium: WASM collisionDetection - Google Chromeaom-av1: Speed 8 Realtime - Bosphorus 4Kocrmypdf: Processing 60 Page PDF Documentsvt-av1: Preset 12 - Bosphorus 4Ksvt-hevc: 10 - Bosphorus 4Kdarktable: Masskrug - CPU-onlyselenium: WASM imageConvolute - Google Chromeoctave-benchmark: darktable: Boat - CPU-onlydarktable: Server Room - CPU-onlydarktable: Server Rack - CPU-onlyLinux 6.4.16Linux 6.5.5Linux 6.6 Git722.931.98485.700347.93158.5719504221.44200.967187.62171.90038.8203.30744441.28223.299616922.19152.973.9293683121.48125.4065.1328785.7611.507.9718.22613.47749918.39289.4031702.411.43.101623.16.6045.0762.2241.521.9355.9792.87123961.8028866.0886.94516.97261217.98157.672164.48274921.1921.796372369378620.442.0026.4416.512272.715.3348.6435.13313.563446.613.47249.8736.8713.13120.235.3653.22241.2354.0312.04388.42873.815.21418.696.9025.0403.6510.347744.031.95488.757357.61158.7157530229.20201.318191.81177.74238.5199.72326181.29223.131542621.73154.753.9013695123.84126.7005.1228715.7611.527.8188.21616.25479808.39302.3871708.211.33.081620.46.5944.8862.7521.511.8956.1382.88625063.5130363.3886.77316.96242017.97158.225864.06248321.1521.706356169254609.442.0926.4116.471271.315.1408.5435.10413.294422.313.30449.9336.3512.89820.335.3253.21242.7254.5611.95788.14073.515.24518.666.8795.0853.6850.347751.621.84490.756356.89156.6820893227.64186.791196.79176.33938.6198.67218011.25221.575657321.32153.203.9063684123.03126.1945.1328825.7811.747.8418.20613.49315168.40305.1811692.111.33.071628.86.6144.8363.1411.521.9156.3872.88124665.8330763.8688.49817.07245118.07157.770365.19249621.2921.726358268106611.942.2126.3516.512272.515.1428.5835.53213.603423.313.30849.6636.2012.96120.335.2553.15241.5254.4712.00290.18274.415.22318.626.8865.0463.6650.348OpenBenchmarking.org

OpenRadioss

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: INIVOL and Fluid Structure Interaction Drop ContainerLinux 6.4.16Linux 6.5.5Linux 6.6 Git160320480640800SE +/- 3.08, N = 3SE +/- 3.68, N = 3SE +/- 2.39, N = 3722.93744.03751.62
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: INIVOL and Fluid Structure Interaction Drop ContainerLinux 6.4.16Linux 6.5.5Linux 6.6 Git130260390520650Min: 716.78 / Avg: 722.93 / Max: 726.09Min: 736.74 / Avg: 744.03 / Max: 748.59Min: 748.32 / Avg: 751.62 / Max: 756.27

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 4KLinux 6.4.16Linux 6.5.5Linux 6.6 Git0.44550.8911.33651.7822.2275SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 91.981.951.841. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 4KLinux 6.4.16Linux 6.5.5Linux 6.6 Git246810Min: 1.95 / Avg: 1.98 / Max: 1.99Min: 1.9 / Avg: 1.95 / Max: 1.99Min: 1.81 / Avg: 1.84 / Max: 1.951. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileLinux 6.4.16Linux 6.5.5Linux 6.6 Git110220330440550SE +/- 0.24, N = 3SE +/- 0.20, N = 3SE +/- 0.27, N = 3485.70488.76490.76
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileLinux 6.4.16Linux 6.5.5Linux 6.6 Git90180270360450Min: 485.23 / Avg: 485.7 / Max: 486.01Min: 488.36 / Avg: 488.76 / Max: 489.01Min: 490.28 / Avg: 490.76 / Max: 491.21

OpenRadioss

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on WindshieldLinux 6.4.16Linux 6.5.5Linux 6.6 Git80160240320400SE +/- 0.64, N = 3SE +/- 0.66, N = 3SE +/- 0.51, N = 3347.93357.61356.89
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on WindshieldLinux 6.4.16Linux 6.5.5Linux 6.6 Git60120180240300Min: 346.66 / Avg: 347.93 / Max: 348.71Min: 356.48 / Avg: 357.61 / Max: 358.78Min: 356.19 / Avg: 356.89 / Max: 357.89

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game for this open-source first person shooter title. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 2880 x 1800 - Effects Quality: UltimateLinux 6.4.16Linux 6.5.5Linux 6.6 Git4080120160200SE +/- 0.58, N = 3SE +/- 0.93, N = 3SE +/- 0.41, N = 3158.57158.72156.68MIN: 63 / MAX: 250MIN: 64 / MAX: 253MIN: 62 / MAX: 250
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 2880 x 1800 - Effects Quality: UltimateLinux 6.4.16Linux 6.5.5Linux 6.6 Git306090120150Min: 157.59 / Avg: 158.57 / Max: 159.6Min: 157.44 / Avg: 158.72 / Max: 160.53Min: 156.06 / Avg: 156.68 / Max: 157.45

OpenRadioss

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationLinux 6.4.16Linux 6.5.5Linux 6.6 Git50100150200250SE +/- 0.97, N = 3SE +/- 2.06, N = 3SE +/- 2.03, N = 3221.44229.20227.64
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationLinux 6.4.16Linux 6.5.5Linux 6.6 Git4080120160200Min: 219.88 / Avg: 221.44 / Max: 223.23Min: 225.36 / Avg: 229.2 / Max: 232.41Min: 224.55 / Avg: 227.64 / Max: 231.47

WireGuard + Linux Networking Stack Stress Test

This is a benchmark of the WireGuard secure VPN tunnel and Linux networking stack stress test. The test runs on the local host but does require root permissions to run. The way it works is it creates three namespaces. ns0 has a loopback device. ns1 and ns2 each have wireguard devices. Those two wireguard devices send traffic through the loopback device of ns0. The end result of this is that tests wind up testing encryption and decryption at the same time -- a pretty CPU and scheduler-heavy workflow. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestLinux 6.4.16Linux 6.5.5Linux 6.6 Git4080120160200SE +/- 0.22, N = 3SE +/- 0.54, N = 3SE +/- 0.51, N = 3200.97201.32186.79
OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestLinux 6.4.16Linux 6.5.5Linux 6.6 Git4080120160200Min: 200.56 / Avg: 200.97 / Max: 201.3Min: 200.26 / Avg: 201.32 / Max: 202.04Min: 185.82 / Avg: 186.79 / Max: 187.53

OpenRadioss

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamLinux 6.4.16Linux 6.5.5Linux 6.6 Git4080120160200SE +/- 0.33, N = 3SE +/- 0.23, N = 3SE +/- 0.71, N = 3187.62191.81196.79
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamLinux 6.4.16Linux 6.5.5Linux 6.6 Git4080120160200Min: 187.04 / Avg: 187.62 / Max: 188.2Min: 191.37 / Avg: 191.81 / Max: 192.13Min: 195.6 / Avg: 196.79 / Max: 198.05

Selenium

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxLinux 6.4.16Linux 6.5.5Linux 6.6 Git4080120160200SE +/- 1.21, N = 3SE +/- 1.40, N = 3SE +/- 1.61, N = 7171.90177.74176.341. firefox 118.0
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxLinux 6.4.16Linux 6.5.5Linux 6.6 Git306090120150Min: 170.69 / Avg: 171.9 / Max: 174.31Min: 175.95 / Avg: 177.74 / Max: 180.51Min: 170.89 / Avg: 176.34 / Max: 183.051. firefox 118.0

Unigine Superposition

This test calculates the average frame-rate within the Superposition demo for the Unigine engine, released in 2017. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 2880 x 1800 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLLinux 6.4.16Linux 6.5.5Linux 6.6 Git918273645SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.21, N = 338.838.538.6MAX: 51.9MAX: 50.7MAX: 51
OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 2880 x 1800 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLLinux 6.4.16Linux 6.5.5Linux 6.6 Git816243240Min: 38.4 / Avg: 38.77 / Max: 39.1Min: 38.2 / Avg: 38.53 / Max: 38.9Min: 38.3 / Avg: 38.6 / Max: 39

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game for this open-source first person shooter title. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 2880 x 1800 - Effects Quality: UltraLinux 6.4.16Linux 6.5.5Linux 6.6 Git4080120160200SE +/- 1.48, N = 3SE +/- 1.02, N = 3SE +/- 1.22, N = 3203.31199.72198.67MIN: 106 / MAX: 302MIN: 103 / MAX: 298MIN: 105 / MAX: 303
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 2880 x 1800 - Effects Quality: UltraLinux 6.4.16Linux 6.5.5Linux 6.6 Git4080120160200Min: 201.75 / Avg: 203.31 / Max: 206.27Min: 198.17 / Avg: 199.72 / Max: 201.65Min: 196.69 / Avg: 198.67 / Max: 200.89

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPULinux 6.4.16Linux 6.5.5Linux 6.6 Git0.29030.58060.87091.16121.4515SE +/- 0.01, N = 3SE +/- 0.01, N = 6SE +/- 0.01, N = 151.281.291.25MIN: 0.34 / MAX: 1.64MIN: 0.33 / MAX: 1.63MIN: 0.3 / MAX: 1.65
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPULinux 6.4.16Linux 6.5.5Linux 6.6 Git246810Min: 1.27 / Avg: 1.28 / Max: 1.31Min: 1.24 / Avg: 1.29 / Max: 1.33Min: 1.16 / Avg: 1.25 / Max: 1.35

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game for this open-source first person shooter title. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 2880 x 1800 - Effects Quality: HighLinux 6.4.16Linux 6.5.5Linux 6.6 Git50100150200250SE +/- 0.25, N = 3SE +/- 0.39, N = 3SE +/- 0.07, N = 3223.30223.13221.58MIN: 119 / MAX: 332MIN: 115 / MAX: 333MIN: 117 / MAX: 333
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 2880 x 1800 - Effects Quality: HighLinux 6.4.16Linux 6.5.5Linux 6.6 Git4080120160200Min: 223 / Avg: 223.3 / Max: 223.8Min: 222.35 / Avg: 223.13 / Max: 223.54Min: 221.46 / Avg: 221.58 / Max: 221.7

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: ResNet-50Linux 6.4.16Linux 6.5.5Linux 6.6 Git510152025SE +/- 0.01, N = 3SE +/- 0.21, N = 3SE +/- 0.17, N = 322.1921.7321.32
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 32 - Model: ResNet-50Linux 6.4.16Linux 6.5.5Linux 6.6 Git510152025Min: 22.18 / Avg: 22.19 / Max: 22.2Min: 21.36 / Avg: 21.73 / Max: 22.1Min: 21.04 / Avg: 21.32 / Max: 21.63

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-OnlyLinux 6.4.16Linux 6.5.5Linux 6.6 Git306090120150SE +/- 0.14, N = 3SE +/- 0.15, N = 3SE +/- 0.31, N = 3152.97154.75153.20