Ubuntu 23.04 Laptop Prep

AMD Ryzen 7 PRO 6850U testing with a LENOVO 21CM0001US (R22ET51W 1.21 BIOS) and AMD Radeon 680M 1GB on Ubuntu 22.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2304147-NE-UBUNTU23086
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Date
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  Test
  Duration
Ubuntu 22.10: Ryzen 7 PRO 6850U
April 14 2023
  5 Hours, 40 Minutes
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Ubuntu 23.04 Laptop PrepOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 PRO 6850U @ 2.70GHz (8 Cores / 16 Threads)LENOVO 21CM0001US (R22ET51W 1.21 BIOS)AMD Device 14b516GB512GB Micron MTFDKBA512TFKAMD Radeon 680M 1GB (2200/400MHz)AMD Rembrandt Radeon HD AudioQualcomm QCNFA765Ubuntu 22.105.19.0-38-generic (x86_64)GNOME Shell 43.1X Server + Wayland4.6 Mesa 22.2.5 (LLVM 15.0.2 DRM 3.47)1.3.224GCC 12.2.0ext41920x1200ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionUbuntu 23.04 Laptop Prep BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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-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 - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - Platform Profile: performance - CPU Microcode: 0xa404102 - ACPI Profile: performance - BAR1 / Visible vRAM Size: 1024 MB - vBIOS Version: 113-REMBRANDT-036- Python 3.10.7- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 23.04 Laptop Prepbuild-godot: Time To Compiletensorflow: CPU - 32 - ResNet-50build2: Time To Compileunvanquished: 1920 x 1200 - Ultrablender: BMW27 - CPU-Onlyparaview: Many Spheres - 1920 x 1200paraview: Many Spheres - 1920 x 1200unvanquished: 1920 x 1200 - Highbuild-linux-kernel: defconfigxonotic: 1920 x 1200 - Ultimateospray-studio: 3 - 1080p - 1 - Path Tracerospray-studio: 1 - 1080p - 1 - Path Tracervkmark: 1920 x 1200 - Mailboxunvanquished: 1920 x 1200 - Mediumglmark2: 1920 x 1200build-php: Time To Compileospray-studio: 3 - 1080p - 16 - Path Tracerembree: Pathtracer ISPC - Crownospray-studio: 1 - 1080p - 16 - Path Tracerbuild-ffmpeg: Time To Compileparaview: Wavelet Contour - 1920 x 1200paraview: Wavelet Contour - 1920 x 1200embree: Pathtracer - Crownpybench: Total For Average Test Timesembree: Pathtracer ISPC - Asian Dragoncompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedembree: Pathtracer - Asian Dragonrocksdb: Rand Fill Synccompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedrawtherapee: Total Benchmark Timepyperformance: python_startupddnet: 1920 x 1200 - Fullscreen - OpenGL 3.3 - Default - RaiNyMore2ddnet: 1920 x 1200 - Fullscreen - Vulkan - Default - Multeasymapddnet: 1920 x 1200 - Fullscreen - Vulkan - Default - RaiNyMore2ddnet: 1920 x 1200 - Fullscreen - OpenGL 3.3 - Default - Multeasymaprocksdb: Rand Fillrocksdb: Read Rand Write Randrocksdb: Update Randrocksdb: Read While Writingrocksdb: Rand Readpyperformance: raytracedeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamsqlite-speedtest: Timed Time - Size 1,000deepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamparaview: Wavelet Volume - 1920 x 1200paraview: Wavelet Volume - 1920 x 1200deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streampyperformance: 2to3git: Time To Complete Common Git Commandsdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamsvt-av1: Preset 12 - Bosphorus 4Kpyperformance: godeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingpyperformance: json_loadsphpbench: PHP Benchmark Suitepyperformance: chaospyperformance: nbodypyperformance: crypto_pyaespyperformance: django_templatepyperformance: floatpyperformance: regex_compilepyperformance: pickle_pure_pythonpyperformance: pathlibopenssl: openssl: rocksdb: Seq Filldraco: Church Facadedraco: Lionsvt-av1: Preset 13 - Bosphorus 4Kyquake2: Vulkan - On - On - 1920 x 1080yquake2: OpenGL 3.x - On - On - 1920 x 1080Ubuntu 22.10: Ryzen 7 PRO 6850U666.5779.55253.395177.9201.762827.11328.20230.9166.758202.68092035255440313291271.25567101.054880247.79467436881.310929.79189.228.63547879.32263396.121.810.010340323378.524.560.7497.26560.66959.63455.48930.077630021279155408462158820835344087343201.966519.802553.37062.598963.8786567.34207.0500788.22895.07462574.209160.89789.90685.0633183.867021.738725342.61488.322445.281477.863179138.235228.932265.048461.4741542325836117.466723081.399.782.832.679.012731913.8122606.62021.911404568453616191.171273.5933.7OpenBenchmarking.org

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 CompileUbuntu 22.10: Ryzen 7 PRO 6850U140280420560700SE +/- 0.24, N = 3666.58

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-50Ubuntu 22.10: Ryzen 7 PRO 6850U3691215SE +/- 0.00, N = 39.55

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.15Time To CompileUbuntu 22.10: Ryzen 7 PRO 6850U60120180240300SE +/- 0.92, N = 3253.40

Unvanquished

Unvanquished is a modern fork of the Tremulous first person shooter. Unvanquished is powered by the Daemon engine, a combination of the ioquake3 (id Tech 3) engine with the graphically-beautiful XreaL engine. Unvanquished supports a modern OpenGL 3 renderer and other advanced graphics features for this open-source, cross-platform shooter game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.54Resolution: 1920 x 1200 - Effects Quality: UltraUbuntu 22.10: Ryzen 7 PRO 6850U4080120160200SE +/- 2.17, N = 15177.9

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.5Blend File: BMW27 - Compute: CPU-OnlyUbuntu 22.10: Ryzen 7 PRO 6850U4080120160200SE +/- 0.66, N = 3201.76

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.10.1Test: Many Spheres - Resolution: 1920 x 1200Ubuntu 22.10: Ryzen 7 PRO 6850U6001200180024003000SE +/- 34.46, N = 152827.11

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Many Spheres - Resolution: 1920 x 1200Ubuntu 22.10: Ryzen 7 PRO 6850U714212835SE +/- 0.34, N = 1528.20

Unvanquished

Unvanquished is a modern fork of the Tremulous first person shooter. Unvanquished is powered by the Daemon engine, a combination of the ioquake3 (id Tech 3) engine with the graphically-beautiful XreaL engine. Unvanquished supports a modern OpenGL 3 renderer and other advanced graphics features for this open-source, cross-platform shooter game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.54Resolution: 1920 x 1200 - Effects Quality: HighUbuntu 22.10: Ryzen 7 PRO 6850U50100150200250SE +/- 6.44, N = 15230.9

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigUbuntu 22.10: Ryzen 7 PRO 6850U4080120160200SE +/- 0.41, N = 3166.76

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. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.5Resolution: 1920 x 1200 - Effects Quality: UltimateUbuntu 22.10: Ryzen 7 PRO 6850U4080120160200SE +/- 0.35, N = 3202.68MIN: 39 / MAX: 385

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerUbuntu 22.10: Ryzen 7 PRO 6850U11002200330044005500SE +/- 4.18, N = 352551. (CXX) g++ options: -O3 -lm -ldl

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerUbuntu 22.10: Ryzen 7 PRO 6850U9001800270036004500SE +/- 3.76, N = 344031. (CXX) g++ options: -O3 -lm -ldl

VKMark

VKMark is a collection of open-source Vulkan tests / rendering benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2022-05-16Resolution: 1920 x 1200 - Present Mode: MailboxUbuntu 22.10: Ryzen 7 PRO 6850U3K6K9K12K15KSE +/- 30.93, N = 3132911. (CXX) g++ options: -pthread -ldl -std=c++14 -O0 -MD -MQ -MF

Unvanquished

Unvanquished is a modern fork of the Tremulous first person shooter. Unvanquished is powered by the Daemon engine, a combination of the ioquake3 (id Tech 3) engine with the graphically-beautiful XreaL engine. Unvanquished supports a modern OpenGL 3 renderer and other advanced graphics features for this open-source, cross-platform shooter game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.54Resolution: 1920 x 1200 - Effects Quality: MediumUbuntu 22.10: Ryzen 7 PRO 6850U60120180240300SE +/- 15.73, N = 12271.2

GLmark2

This is a test of GLmark2, a basic OpenGL and OpenGL ES 2.0 benchmark supporting various windowing/display back-ends. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterGLmark2 2023.01Resolution: 1920 x 1200Ubuntu 22.10: Ryzen 7 PRO 6850U120024003600480060005567

Timed PHP Compilation

This test times how long it takes to build PHP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9Time To CompileUbuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.19, N = 3101.05

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path TracerUbuntu 22.10: Ryzen 7 PRO 6850U20K40K60K80K100KSE +/- 146.78, N = 3880241. (CXX) g++ options: -O3 -lm -ldl

Embree

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer ISPC - Model: CrownUbuntu 22.10: Ryzen 7 PRO 6850U246810SE +/- 0.0147, N = 37.7946MIN: 7.69 / MAX: 8.48

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path TracerUbuntu 22.10: Ryzen 7 PRO 6850U16K32K48K64K80KSE +/- 190.25, N = 3743681. (CXX) g++ options: -O3 -lm -ldl

Timed FFmpeg Compilation

This test times how long it takes to build the FFmpeg multimedia library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 6.0Time To CompileUbuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.23, N = 381.31

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 1200Ubuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 24.84, N = 15929.79

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 1200Ubuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 2.38, N = 1589.22

Embree

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer - Model: CrownUbuntu 22.10: Ryzen 7 PRO 6850U246810SE +/- 0.0342, N = 38.6354MIN: 8.48 / MAX: 9.47

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 5.51, N = 12787

Embree

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 22.10: Ryzen 7 PRO 6850U3691215SE +/- 0.0330, N = 39.3226MIN: 9.19 / MAX: 10.05

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 22.10: Ryzen 7 PRO 6850U7001400210028003500SE +/- 21.69, N = 33396.11. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedUbuntu 22.10: Ryzen 7 PRO 6850U510152025SE +/- 0.07, N = 321.81. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Embree

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer - Model: Asian DragonUbuntu 22.10: Ryzen 7 PRO 6850U3691215SE +/- 0.04, N = 310.01MIN: 9.85 / MAX: 10.76

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random Fill SyncUbuntu 22.10: Ryzen 7 PRO 6850U9001800270036004500SE +/- 6.36, N = 340321. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 22.10: Ryzen 7 PRO 6850U7001400210028003500SE +/- 45.86, N = 33378.51. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedUbuntu 22.10: Ryzen 7 PRO 6850U612182430SE +/- 0.09, N = 324.51. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeUbuntu 22.10: Ryzen 7 PRO 6850U1428425670SE +/- 0.11, N = 360.751. RawTherapee, version 5.8, command line.

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 22.10: Ryzen 7 PRO 6850U246810SE +/- 0.00, N = 37.26

DDraceNetwork

This is a test of DDraceNetwork, an open-source cooperative platformer. Vulkan or OpenGL 3.3 is used for rendering, with fallbacks for older OpenGL versions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2Ubuntu 22.10: Ryzen 7 PRO 6850U120240360480600SE +/- 6.73, N = 3560.661. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: MulteasymapUbuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 6.41, N = 3959.631. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: RaiNyMore2Ubuntu 22.10: Ryzen 7 PRO 6850U100200300400500SE +/- 0.88, N = 3455.481. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: MulteasymapUbuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 0.74, N = 3930.071. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random FillUbuntu 22.10: Ryzen 7 PRO 6850U160K320K480K640K800KSE +/- 3337.18, N = 37630021. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write RandomUbuntu 22.10: Ryzen 7 PRO 6850U300K600K900K1200K1500KSE +/- 8930.04, N = 312791551. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update RandomUbuntu 22.10: Ryzen 7 PRO 6850U90K180K270K360K450KSE +/- 1407.27, N = 34084621. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read While WritingUbuntu 22.10: Ryzen 7 PRO 6850U300K600K900K1200K1500KSE +/- 12250.60, N = 315882081. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random ReadUbuntu 22.10: Ryzen 7 PRO 6850U8M16M24M32M40MSE +/- 73565.57, N = 3353440871. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 22.10: Ryzen 7 PRO 6850U70140210280350SE +/- 1.45, N = 3343

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U4080120160200SE +/- 0.28, N = 3201.97

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U510152025SE +/- 0.03, N = 319.80

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Ubuntu 22.10: Ryzen 7 PRO 6850U1224364860SE +/- 0.31, N = 353.371. (CC) gcc options: -O2 -lz

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U1428425670SE +/- 0.28, N = 362.60

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U1428425670SE +/- 0.28, N = 363.88

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U120240360480600SE +/- 0.94, N = 3567.34

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U246810SE +/- 0.0117, N = 37.0500

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 2.99, N = 3788.23

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U1.14182.28363.42544.56725.709SE +/- 0.0193, N = 35.0746

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1200Ubuntu 22.10: Ryzen 7 PRO 6850U6001200180024003000SE +/- 27.43, N = 152574.21

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1200Ubuntu 22.10: Ryzen 7 PRO 6850U4080120160200SE +/- 1.71, N = 15160.89

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 1.07, N = 3789.91

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U1.13922.27843.41764.55685.696SE +/- 0.0071, N = 35.0633

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U4080120160200SE +/- 0.23, N = 3183.87

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U510152025SE +/- 0.01, N = 321.74

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 22.10: Ryzen 7 PRO 6850U60120180240300SE +/- 0.58, N = 3253

Git

This test measures the time needed to carry out some sample Git operations on an example, static repository that happens to be a copy of the GNOME GTK tool-kit repository. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsUbuntu 22.10: Ryzen 7 PRO 6850U1020304050SE +/- 0.19, N = 342.611. git version 2.37.2

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.53, N = 388.32

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U1020304050SE +/- 0.27, N = 345.28

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4KUbuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 3.83, N = 1377.861. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 22.10: Ryzen 7 PRO 6850U4080120160200SE +/- 0.58, N = 3179

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U306090120150SE +/- 0.86, N = 3138.24

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U714212835SE +/- 0.18, N = 328.93

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U1530456075SE +/- 0.24, N = 365.05

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamUbuntu 22.10: Ryzen 7 PRO 6850U1428425670SE +/- 0.22, N = 361.47

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 22.10: Ryzen 7 PRO 6850U12K24K36K48K60KSE +/- 371.04, N = 3542321. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 22.10: Ryzen 7 PRO 6850U13K26K39K52K65KSE +/- 128.69, N = 3583611. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 22.10: Ryzen 7 PRO 6850U48121620SE +/- 0.03, N = 317.4

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 22.10: Ryzen 7 PRO 6850U140K280K420K560K700KSE +/- 5496.62, N = 3667230

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.18, N = 381.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.66, N = 399.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.09, N = 382.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 22.10: Ryzen 7 PRO 6850U816243240SE +/- 0.03, N = 332.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.23, N = 379.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 22.10: Ryzen 7 PRO 6850U306090120150SE +/- 0.33, N = 3127

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 22.10: Ryzen 7 PRO 6850U70140210280350SE +/- 0.33, N = 3319

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 22.10: Ryzen 7 PRO 6850U48121620SE +/- 0.03, N = 313.8

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLUbuntu 22.10: Ryzen 7 PRO 6850U30K60K90K120K150KSE +/- 489.93, N = 3122606.61. OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLUbuntu 22.10: Ryzen 7 PRO 6850U400800120016002000SE +/- 19.96, N = 32021.91. OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

RocksDB

This is a benchmark of Meta/Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Sequential FillUbuntu 22.10: Ryzen 7 PRO 6850U200K400K600K800K1000KSE +/- 2637.79, N = 311404561. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Google Draco

Draco is a library developed by Google for compressing/decompressing 3D geometric meshes and point clouds. This test profile uses some Artec3D PLY models as the sample 3D model input formats for Draco compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.6Model: Church FacadeUbuntu 22.10: Ryzen 7 PRO 6850U2K4K6K8K10KSE +/- 6.94, N = 384531. (CXX) g++ options: -O3

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.6Model: LionUbuntu 22.10: Ryzen 7 PRO 6850U13002600390052006500SE +/- 15.03, N = 361611. (CXX) g++ options: -O3

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KUbuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.47, N = 391.171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

yquake2

This is a test of Yamagi Quake II. Yamagi Quake II is an enhanced client for id Software's Quake II with focus on offline and coop gameplay. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 8.10Renderer: Vulkan - AF: On - MSAA: On - Resolution: 1920 x 1080Ubuntu 22.10: Ryzen 7 PRO 6850U60120180240300SE +/- 1.42, N = 3273.51. (CC) gcc options: -shared -lm -ldl -rdynamic -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 8.10Renderer: OpenGL 3.x - AF: On - MSAA: On - Resolution: 1920 x 1080Ubuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 9.34, N = 3933.71. (CC) gcc options: -shared -lm -ldl -rdynamic -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

88 Results Shown

Timed Godot Game Engine Compilation
TensorFlow
Build2
Unvanquished
Blender
ParaView:
  Many Spheres - 1920 x 1200:
    MiPolys / Sec
    Frames / Sec
Unvanquished
Timed Linux Kernel Compilation
Xonotic
OSPRay Studio:
  3 - 1080p - 1 - Path Tracer
  1 - 1080p - 1 - Path Tracer
VKMark
Unvanquished
GLmark2
Timed PHP Compilation
OSPRay Studio
Embree
OSPRay Studio
Timed FFmpeg Compilation
ParaView:
  Wavelet Contour - 1920 x 1200:
    MiPolys / Sec
    Frames / Sec
Embree
PyBench
Embree
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
Embree
RocksDB
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
RawTherapee
PyPerformance
DDraceNetwork:
  1920 x 1200 - Fullscreen - OpenGL 3.3 - Default - RaiNyMore2
  1920 x 1200 - Fullscreen - Vulkan - Default - Multeasymap
  1920 x 1200 - Fullscreen - Vulkan - Default - RaiNyMore2
  1920 x 1200 - Fullscreen - OpenGL 3.3 - Default - Multeasymap
RocksDB:
  Rand Fill
  Read Rand Write Rand
  Update Rand
  Read While Writing
  Rand Read
PyPerformance
Neural Magic DeepSparse:
  NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
SQLite Speedtest
Neural Magic DeepSparse:
  NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream:
    ms/batch
    items/sec
ParaView:
  Wavelet Volume - 1920 x 1200:
    MiVoxels / Sec
    Frames / Sec
Neural Magic DeepSparse:
  NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
PyPerformance
Git
Neural Magic DeepSparse:
  NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream:
    ms/batch
    items/sec
SVT-AV1
PyPerformance
Neural Magic DeepSparse:
  CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream:
    ms/batch
    items/sec
7-Zip Compression:
  Decompression Rating
  Compression Rating
PyPerformance
PHPBench
PyPerformance:
  chaos
  nbody
  crypto_pyaes
  django_template
  float
  regex_compile
  pickle_pure_python
  pathlib
OpenSSL:
 
 
RocksDB
Google Draco:
  Church Facade
  Lion
SVT-AV1
yquake2:
  Vulkan - On - On - 1920 x 1080
  OpenGL 3.x - On - On - 1920 x 1080