Ubuntu 23.04 Laptop Prep

22.10 with 6.2.0-20 on i7-4970K mitigations=off intel_cpufreq performance X11 nvidia 525

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2304206-KYLE-230414768
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts
Allow Limiting Results To Certain Suite(s)

Statistics

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

Graph Settings

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

Additional Graphs

Show Perf Per Core/Thread Calculation Graphs Where Applicable
Show Perf Per Clock Calculation Graphs Where Applicable

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Toggle/Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
Ubuntu 22.10: Ryzen 7 PRO 6850U
April 14 2023
  5 Hours, 40 Minutes
23.04
April 20 2023
  1 Hour, 22 Minutes
22.10
April 20 2023
  1 Hour, 54 Minutes
22.10 on 6.2.0-20
April 20 2023
  18 Minutes
Invert Behavior (Only Show Selected Data)
  2 Hours, 18 Minutes

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


Ubuntu 23.04 Laptop PrepProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkMonitorOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionDisplay DriverUbuntu 22.10: Ryzen 7 PRO 6850U23.0422.1022.10 on 6.2.0-20AMD 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 12.2.0ext41920x1200Intel Core i7-4790K @ 4.90GHz (4 Cores / 8 Threads)ASUS MAXIMUS VII GENE (3503 BIOS)Intel 4th Gen Core DRAM24GB120GB SATA SSD + 256GB SAMSUNG MZHPU256 + 250GB Western Digital WDBNCE2500PNeVGA NVIDIA GeForce GTX 980 4GBIntel Xeon E3-1200 v3/4thROG PG278QRIntel I218-VUbuntu 23.046.2.0-20-generic (x86_64)GNOME Shell 44.0X Server 1.21.1.7NVIDIA 525.105.174.6.02560x1440Ubuntu 22.105.19.0-40-generic (x86_64)GNOME Shell 43.0X Server 1.21.1.41.3.2246.2.0-20-generic (x86_64)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Ubuntu 22.10: Ryzen 7 PRO 6850U: --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 - 23.04: --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-Pa930Z/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-Pa930Z/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 - 22.10: --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 - 22.10 on 6.2.0-20: --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 Processor Details- Ubuntu 22.10: Ryzen 7 PRO 6850U: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - Platform Profile: performance - CPU Microcode: 0xa404102 - ACPI Profile: performance- 23.04: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0x28 - Thermald 2.5.2- 22.10: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0x28 - Thermald 2.5.1- 22.10 on 6.2.0-20: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0x28 - Thermald 2.5.1Graphics Details- Ubuntu 22.10: Ryzen 7 PRO 6850U: BAR1 / Visible vRAM Size: 1024 MB - vBIOS Version: 113-REMBRANDT-036- 23.04: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 84.04.31.00.80- 22.10: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 84.04.31.00.80- 22.10 on 6.2.0-20: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 84.04.31.00.80Python Details- Ubuntu 22.10: Ryzen 7 PRO 6850U: Python 3.10.7- 23.04: Python 3.11.2- 22.10: Python 3.10.7- 22.10 on 6.2.0-20: Python 3.10.7Security Details- Ubuntu 22.10: Ryzen 7 PRO 6850U: 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 - 23.04: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: vulnerable + mds: Vulnerable; SMT vulnerable + meltdown: Vulnerable + mmio_stale_data: Unknown: No mitigations + retbleed: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Vulnerable: __user pointer sanitization and usercopy barriers only; no swapgs barriers + spectre_v2: Vulnerable IBPB: disabled STIBP: disabled PBRSB-eIBRS: Not affected + srbds: Vulnerable + tsx_async_abort: Not affected - 22.10: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: vulnerable + mds: Vulnerable; SMT vulnerable + meltdown: Vulnerable + mmio_stale_data: Unknown: No mitigations + retbleed: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Vulnerable: __user pointer sanitization and usercopy barriers only; no swapgs barriers + spectre_v2: Vulnerable IBPB: disabled STIBP: disabled PBRSB-eIBRS: Not affected + srbds: Vulnerable + tsx_async_abort: Not affected - 22.10 on 6.2.0-20: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: vulnerable + mds: Vulnerable; SMT vulnerable + meltdown: Vulnerable + mmio_stale_data: Unknown: No mitigations + retbleed: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Vulnerable: __user pointer sanitization and usercopy barriers only; no swapgs barriers + spectre_v2: Vulnerable IBPB: disabled STIBP: disabled PBRSB-eIBRS: Not affected + srbds: Vulnerable + tsx_async_abort: Not affected

Ubuntu 22.10: Ryzen 7 PRO 6850U23.0422.1022.10 on 6.2.0-20Result OverviewPhoronix Test Suite100%127%154%181%GLmark2UnvanquishedDDraceNetworkXonoticyquake2

Ubuntu 23.04 Laptop Prepbuild-godot: Time To Compiletensorflow: CPU - 32 - ResNet-50build2: Time To Compileblender: BMW27 - CPU-Onlyglmark2: 1920 x 1200ospray-studio: 3 - 1080p - 1 - Path Tracerospray-studio: 1 - 1080p - 1 - Path Tracerxonotic: 1920 x 1200 - Ultimateparaview: Many Spheres - 1920 x 1200paraview: Many Spheres - 1920 x 1200ospray-studio: 3 - 1080p - 16 - Path Tracerbuild-php: Time To Compileunvanquished: 1920 x 1200 - Ultraospray-studio: 1 - 1080p - 16 - Path Tracerbuild-linux-kernel: defconfigbuild-ffmpeg: Time To Compileunvanquished: 1920 x 1200 - Highembree: Pathtracer ISPC - Crownembree: Pathtracer - Crownvkmark: 1920 x 1200 - Mailboxembree: Pathtracer - Asian Dragonembree: Pathtracer ISPC - Asian Dragonunvanquished: 1920 x 1200 - Mediumrawtherapee: Total Benchmark Timecompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speeddeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamrocksdb: Rand Fill Syncdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streampyperformance: python_startupdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamrocksdb: Rand Fillrocksdb: Update Randrocksdb: Read Rand Write Randrocksdb: Read While Writingrocksdb: Rand Readdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streampyperformance: raytraceddnet: 1920 x 1200 - Fullscreen - OpenGL 3.3 - Default - RaiNyMore2ddnet: 1920 x 1200 - Fullscreen - Vulkan - Default - Multeasymapddnet: 1920 x 1200 - Fullscreen - OpenGL 3.3 - Default - Multeasymapddnet: 1920 x 1200 - Fullscreen - Vulkan - Default - RaiNyMore2paraview: Wavelet Contour - 1920 x 1200paraview: Wavelet Contour - 1920 x 1200sqlite-speedtest: Timed Time - Size 1,000pybench: Total For Average Test Timesdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streampyperformance: 2to3deepsparse: 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-Streamgit: Time To Complete Common Git Commandspyperformance: goparaview: Wavelet Volume - 1920 x 1200paraview: Wavelet Volume - 1920 x 1200svt-av1: Preset 12 - Bosphorus 4Kcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingpyperformance: json_loadspyperformance: django_templatepyperformance: crypto_pyaespyperformance: floatpyperformance: chaospyperformance: nbodyphpbench: PHP Benchmark Suitepyperformance: regex_compilepyperformance: pickle_pure_pythonpyperformance: pathlibopenssl: openssl: draco: Church Facadedraco: Lionrocksdb: Seq Fillsvt-av1: Preset 13 - Bosphorus 4Kyquake2: Vulkan - On - On - 1920 x 1080yquake2: OpenGL 3.x - On - On - 1920 x 1080Ubuntu 22.10: Ryzen 7 PRO 6850U23.0422.1022.10 on 6.2.0-20666.5779.55253.395201.76556752554403202.68092032827.11328.2088024101.054177.974368166.75881.310230.97.79468.63541329110.01039.3226271.260.7493396.121.83378.524.5201.966519.802562.598963.87864032788.22895.0746567.34207.05007.26789.90685.06337630024084621279155158820835344087183.867021.7387343560.66959.63930.07455.48929.79189.2253.37078788.322445.2814253138.235228.932265.048461.474142.6141792574.209160.8977.863542325836117.432.682.879.081.399.766723012731913.8122606.62021.984536161114045691.171273.5933.7966.312360.868292.422986234.79106172322.98623.17126.038340.7119.56359.86.29045.87676.9757.8567371.181.2933380.720.23309.320.813706.8562292127086182908980601420430443245510.72724.77979.25381.511599.15153.4550.8780321543.5881194186.57261.6631.701296873712818.827.76467.156.177.48699741152541461089.3895.976493958.833293.5794971.4177.73365.237292.01615872016054241.00488882327.47823.22123410126.143340.2104542121.547346.56.25935.85337.07357.9776356.880.3523398.919.93408.621.4150.298213.304945.678243.76391362612.07263.2671399.80045.00227.34572.43653.49263366627372284235582400719120560131.683915.1862401634.131140.331135.64487.221627.579156.1852.0395866.835229.917628291.526221.846642.589846.940543.4591954257.849266.1231.418296293820320.138.294.19386.81148917361453771661102.5895.976297958.623304.1739.26229241.1760159341.9353.5355.9296.911076.151139.74487.70304.6737.5OpenBenchmarking.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 Compile22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 0.24, N = 3971.42966.31666.58

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-5022.10Ubuntu 22.10: Ryzen 7 PRO 6850U3691215SE +/- 0.00, N = 37.739.55

Device: CPU - Batch Size: 32 - Model: ResNet-50

23.04: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'absl'

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 Compile22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U80160240320400SE +/- 0.92, N = 3365.24360.87253.40

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-Only22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U60120180240300SE +/- 0.66, N = 3292.01292.42201.76

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 120022.10 on 6.2.0-2022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U130026003900520065006229615829865567

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 Tracer22.10Ubuntu 22.10: Ryzen 7 PRO 6850U15003000450060007500SE +/- 4.18, N = 3720152551. (CXX) g++ options: -O3 -lm -ldl

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer

23.04: The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer22.10Ubuntu 22.10: Ryzen 7 PRO 6850U13002600390052006500SE +/- 3.76, N = 3605444031. (CXX) g++ options: -O3 -lm -ldl

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer

23.04: The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

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: Ultimate22.10 on 6.2.0-2022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U50100150200250SE +/- 0.35, N = 3241.18241.00234.79202.68MIN: 57 / MAX: 409MIN: 69 / MAX: 408MIN: 60 / MAX: 382MIN: 39 / MAX: 385

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 120022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U6001200180024003000SE +/- 34.46, N = 152327.482322.992827.11

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Many Spheres - Resolution: 1920 x 120022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U714212835SE +/- 0.34, N = 1523.2223.1728.20

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 Tracer22.10Ubuntu 22.10: Ryzen 7 PRO 6850U30K60K90K120K150KSE +/- 146.78, N = 3123410880241. (CXX) g++ options: -O3 -lm -ldl

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer

23.04: The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

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 Compile22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U306090120150SE +/- 0.19, N = 3126.14126.04101.05

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: Ultra22.10 on 6.2.0-2022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U70140210280350SE +/- 2.17, N = 15341.9340.2340.7177.9

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 Tracer22.10Ubuntu 22.10: Ryzen 7 PRO 6850U20K40K60K80K100KSE +/- 190.25, N = 3104542743681. (CXX) g++ options: -O3 -lm -ldl

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer

23.04: The test quit with a non-zero exit status. E: ./ospray-studio: 5: ospStudio: not found

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

Build: defconfig

23.04: The test quit with a non-zero exit status. E: linux-6.1/tools/objtool/include/objtool/elf.h:10:10: fatal error: gelf.h: No such file or directory

22.10: The test quit with a non-zero exit status. E: linux-6.1/tools/objtool/include/objtool/elf.h:10:10: fatal error: gelf.h: No such file or directory

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 Compile22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U306090120150SE +/- 0.23, N = 3121.55119.5681.31

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: High22.10 on 6.2.0-2022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U80160240320400SE +/- 6.44, N = 15353.5346.5359.8230.9

Embree

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer ISPC - Model: Crown22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U246810SE +/- 0.0147, N = 36.25936.29047.7946MIN: 6.22 / MAX: 6.37MIN: 6.24 / MAX: 6.37MIN: 7.69 / MAX: 8.48

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer - Model: Crown22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U246810SE +/- 0.0342, N = 35.85335.87678.6354MIN: 5.8 / MAX: 5.94MIN: 5.85 / MAX: 5.94MIN: 8.48 / MAX: 9.47

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

Resolution: 1920 x 1200 - Present Mode: Mailbox

23.04: The test quit with a non-zero exit status. E: Error: Selected present mode Mailbox is not supported by the used Vulkan physical device.

22.10: The test quit with a non-zero exit status. E: Error: Selected present mode Mailbox is not supported by the used Vulkan physical device.

Embree

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer - Model: Asian Dragon22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U3691215SE +/- 0.0423, N = 37.07356.975010.0103MIN: 7.04 / MAX: 7.14MIN: 6.95 / MAX: 7.05MIN: 9.85 / MAX: 10.76

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.0.1Binary: Pathtracer ISPC - Model: Asian Dragon22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U3691215SE +/- 0.0330, N = 37.97767.85679.3226MIN: 7.91 / MAX: 8.16MIN: 7.82 / MAX: 7.98MIN: 9.19 / MAX: 10.05

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: Medium22.10 on 6.2.0-2022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U80160240320400SE +/- 15.73, N = 12355.9356.8371.1271.2

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 Time22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.11, N = 380.3581.2960.751. 22.10: RawTherapee, version 5.8, command line.2. 23.04: RawTherapee, version 5.9, command line.3. Ubuntu 22.10: Ryzen 7 PRO 6850U: RawTherapee, version 5.8, command line.

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 Speed22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U7001400210028003500SE +/- 21.69, N = 33398.93380.73396.11. 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***3. Ubuntu 22.10: Ryzen 7 PRO 6850U: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression Speed22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U510152025SE +/- 0.07, N = 319.920.221.81. 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***3. Ubuntu 22.10: Ryzen 7 PRO 6850U: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression Speed22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U7001400210028003500SE +/- 45.86, N = 33408.63309.33378.51. 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***3. Ubuntu 22.10: Ryzen 7 PRO 6850U: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression Speed22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U612182430SE +/- 0.09, N = 321.420.824.51. 22.10: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***3. Ubuntu 22.10: Ryzen 7 PRO 6850U: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U4080120160200SE +/- 0.28, N = 3150.30201.97

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U510152025SE +/- 0.03, N = 313.3019.80

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U1428425670SE +/- 0.28, N = 345.6862.60

Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U1428425670SE +/- 0.28, N = 343.7663.88

Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

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 Sync22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U9001800270036004500SE +/- 6.36, N = 31362137040321. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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 Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 2.99, N = 3612.07788.23

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U1.14182.28363.42544.56725.709SE +/- 0.0193, N = 33.26715.0746

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U120240360480600SE +/- 0.94, N = 3399.80567.34

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U246810SE +/- 0.0117, N = 35.00227.0500

Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

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_startup22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U246810SE +/- 0.00, N = 37.346.857.26

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-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 1.07, N = 3572.44789.91

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U1.13922.27843.41764.55685.696SE +/- 0.0071, N = 33.49205.0633

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

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 Fill22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U160K320K480K640K800KSE +/- 3337.18, N = 36336666229217630021. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Update Random22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U90K180K270K360K450KSE +/- 1407.27, N = 32737222708614084621. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read Random Write Random22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U300K600K900K1200K1500KSE +/- 8930.04, N = 384235582908912791551. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Read While Writing22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U300K600K900K1200K1500KSE +/- 12250.60, N = 382400780601415882081. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 8.0Test: Random Read22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U8M16M24M32M40MSE +/- 73565.57, N = 31912056020430443353440871. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

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, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U4080120160200SE +/- 0.23, N = 3131.68183.87

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U510152025SE +/- 0.01, N = 315.1921.74

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

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: raytrace22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U90180270360450SE +/- 1.45, N = 3401245343

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: RaiNyMore222.10 on 6.2.0-2022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U140280420560700SE +/- 6.73, N = 3296.91634.13510.72560.661. (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: Multeasymap22.10 on 6.2.0-2022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 6.41, N = 31076.151140.33724.77959.631. (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: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap22.10 on 6.2.0-2022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 0.74, N = 31139.741135.64979.25930.071. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: RaiNyMore222.10 on 6.2.0-2022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U110220330440550SE +/- 0.88, N = 3487.70487.22381.51455.481. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

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 120022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U30060090012001500SE +/- 24.84, N = 151627.581599.15929.79

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 120022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U306090120150SE +/- 2.38, N = 15156.18153.4589.22

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 1,00022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U1224364860SE +/- 0.31, N = 352.0350.8753.371. (CC) gcc options: -O2 -lz

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 Times22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 5.51, N = 12958803787

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-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.53, N = 366.8488.32

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U1020304050SE +/- 0.27, N = 329.9245.28

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

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: 2to322.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U60120180240300SE +/- 0.58, N = 3282215253

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-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U306090120150SE +/- 0.86, N = 391.53138.24

Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U714212835SE +/- 0.18, N = 321.8528.93

Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U1530456075SE +/- 0.24, N = 342.5965.05

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream22.10Ubuntu 22.10: Ryzen 7 PRO 6850U1428425670SE +/- 0.22, N = 346.9461.47

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

23.04: The test quit with a non-zero exit status. E: ./deepsparse: 2: /.local/bin/deepsparse.benchmark: not found

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 Commands22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U1020304050SE +/- 0.19, N = 343.4643.5942.611. 22.10: git version 2.37.22. 23.04: git version 2.39.23. Ubuntu 22.10: Ryzen 7 PRO 6850U: git version 2.37.2

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: go22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U4080120160200SE +/- 0.58, N = 3195119179

DDraceNetwork

OpenBenchmarking.orgMilliseconds, Fewer Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2 - Total Frame Time22.10 on 6.2.0-2022.1023.0448121620Min: 1.97 / Avg: 3.38 / Max: 16.76Min: 0.18 / Avg: 1.58 / Max: 13.15Min: 1.63 / Avg: 1.96 / Max: 5.921. (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.orgMilliseconds, Fewer Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: Multeasymap - Total Frame Time22.10 on 6.2.0-2022.1023.043691215Min: 0.34 / Avg: 0.93 / Max: 2.71Min: 0.41 / Avg: 0.88 / Max: 2.29Min: 0.21 / Avg: 1.54 / Max: 8.711. (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.orgMilliseconds, Fewer Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap - Total Frame Time22.10 on 6.2.0-2022.1023.043691215Min: 0.51 / Avg: 0.88 / Max: 7.27Min: 0.45 / Avg: 0.88 / Max: 5.81Min: 0.58 / Avg: 1.13 / Max: 5.681. (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.orgMilliseconds, Fewer Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1200 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: RaiNyMore2 - Total Frame Time22.10 on 6.2.0-2022.1023.043691215Min: 0.1 / Avg: 2.07 / Max: 10.14Min: 0.12 / Avg: 2.07 / Max: 11.21Min: 0.08 / Avg: 2.68 / Max: 11.061. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

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 120022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U9001800270036004500SE +/- 27.43, N = 154257.854186.572574.21

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 120022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U60120180240300SE +/- 1.71, N = 15266.12261.66160.89

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4K22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 3.83, N = 1331.4231.7077.861. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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 Rating22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U12K24K36K48K60KSE +/- 371.04, N = 32962929687542321. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression Rating22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U13K26K39K52K65KSE +/- 128.69, N = 33820337128583611. (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_loads22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U510152025SE +/- 0.03, N = 320.118.817.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U918273645SE +/- 0.03, N = 338.227.732.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaes22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.09, N = 394.164.082.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.23, N = 393.067.179.0

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaos22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.18, N = 386.856.181.3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbody22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U306090120150SE +/- 0.66, N = 3114.077.499.7

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 Suite22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U200K400K600K800K1000KSE +/- 5496.62, N = 3891736869974667230

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: regex_compile22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U306090120150SE +/- 0.33, N = 3145115127

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_python22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U80160240320400SE +/- 0.33, N = 3377254319

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlib22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U48121620SE +/- 0.03, N = 316.014.013.8

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 BetterOpenSSL22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U30K60K90K120K150KSE +/- 489.93, N = 361102.561089.3122606.61. 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. 23.04: OpenSSL 3.0.8 7 Feb 2023 (Library: OpenSSL 3.0.8 7 Feb 2023)3. Ubuntu 22.10: Ryzen 7 PRO 6850U: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U400800120016002000SE +/- 19.96, N = 3895.9895.92021.91. 22.10: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. 23.04: OpenSSL 3.0.8 7 Feb 2023 (Library: OpenSSL 3.0.8 7 Feb 2023)3. Ubuntu 22.10: Ryzen 7 PRO 6850U: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)

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

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 Fill22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U200K400K600K800K1000KSE +/- 2637.79, N = 376297976493911404561. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4K22.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U20406080100SE +/- 0.47, N = 358.6258.8391.171. (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 108022.10 on 6.2.0-2022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U70140210280350SE +/- 1.42, N = 3304.6304.1293.5273.51. (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 108022.10 on 6.2.0-2022.1023.04Ubuntu 22.10: Ryzen 7 PRO 6850U2004006008001000SE +/- 9.34, N = 3737.5739.2794.0933.71. (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

92 Results Shown

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